warning: commands will be executed using /bin/sh
job 2613 at Fri Oct  3 12:42:00 2014
FileBase	/buz4/andresg/Cicero/Cicero08292014_reo/Cicero08292014_reo
ElecNo	10
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	1111111111111111111111111111110
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	0.600000
Subset	2
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 1333823 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 666911 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35445 members 
Mstep: Class 2 contains 35229 members 
Mstep: Class 3 contains 35213 members 
Mstep: Class 4 contains 34903 members 
Mstep: Class 5 contains 34851 members 
Mstep: Class 6 contains 35177 members 
Mstep: Class 7 contains 34813 members 
Mstep: Class 8 contains 35198 members 
Mstep: Class 9 contains 34897 members 
Mstep: Class 10 contains 35345 members 
Mstep: Class 11 contains 35026 members 
Mstep: Class 12 contains 34779 members 
Mstep: Class 13 contains 35121 members 
Mstep: Class 14 contains 35332 members 
Mstep: Class 15 contains 35372 members 
Mstep: Class 16 contains 35081 members 
Mstep: Class 17 contains 35115 members 
Mstep: Class 18 contains 35117 members 
Mstep: Class 19 contains 34897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 134.374664 but Gain 1995.468750
Score: -73000656.000000 Penalty: 35918.449219
Iteration 0F: 19 clusters Score -7.300066e+07 nChanged 630065
Entering Unmasked Mstep 
Mstep: Class 0 contains 2622 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 1117 members 
Mstep: Class 3 contains 113726 members 
Mstep: Class 4 contains 2653 members 
Mstep: Class 5 contains 249930 members 
Mstep: Class 6 contains 88596 members 
Mstep: Class 7 contains 6907 members 
Mstep: Class 8 contains 29235 members 
Mstep: Class 9 contains 50167 members 
Mstep: Class 10 contains 9389 members 
Mstep: Class 11 contains 3114 members 
Mstep: Class 12 contains 485 members 
Mstep: Class 13 contains 6069 members 
Mstep: Class 14 contains 800 members 
Mstep: Class 16 contains 29222 members 
Mstep: Class 17 contains 1545 members 
Mstep: Class 18 contains 4885 members 
Mstep: Class 19 contains 57793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 1271.388428 but Gain 1995.468750
Score: -79264160.000000 Penalty: 33922.980469
Iteration 1F: 18 clusters Score -7.926416e+07 nChanged 257562
Entering Unmasked Mstep 
Mstep: Class 0 contains 2554 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 740 members 
Mstep: Class 3 contains 127627 members 
Mstep: Class 4 contains 3821 members 
Mstep: Class 5 contains 254172 members 
Mstep: Class 6 contains 77300 members 
Mstep: Class 7 contains 4327 members 
Mstep: Class 8 contains 13009 members 
Mstep: Class 9 contains 61644 members 
Mstep: Class 10 contains 12425 members 
Mstep: Class 11 contains 1122 members 
Mstep: Class 12 contains 496 members 
Mstep: Class 13 contains 10115 members 
Mstep: Class 16 contains 20740 members 
Mstep: Class 17 contains 1936 members 
Mstep: Class 18 contains 4135 members 
Mstep: Class 19 contains 63573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79687184.000000 Penalty: 33922.980469
Iteration 2F: 18 clusters Score -7.968718e+07 nChanged 155887
Entering Unmasked Mstep 
Mstep: Class 0 contains 2362 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 460 members 
Mstep: Class 3 contains 125118 members 
Mstep: Class 4 contains 4196 members 
Mstep: Class 5 contains 234875 members 
Mstep: Class 6 contains 81672 members 
Mstep: Class 7 contains 4297 members 
Mstep: Class 8 contains 10574 members 
Mstep: Class 9 contains 66091 members 
Mstep: Class 10 contains 14086 members 
Mstep: Class 11 contains 1246 members 
Mstep: Class 12 contains 464 members 
Mstep: Class 13 contains 15440 members 
Mstep: Class 16 contains 23044 members 
Mstep: Class 17 contains 2390 members 
Mstep: Class 18 contains 6042 members 
Mstep: Class 19 contains 67141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79978992.000000 Penalty: 33922.980469
Iteration 3F: 18 clusters Score -7.997899e+07 nChanged 113518
Entering Unmasked Mstep 
Mstep: Class 0 contains 1826 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 840 members 
Mstep: Class 3 contains 121545 members 
Mstep: Class 4 contains 4773 members 
Mstep: Class 5 contains 214479 members 
Mstep: Class 6 contains 87140 members 
Mstep: Class 7 contains 4206 members 
Mstep: Class 8 contains 11722 members 
Mstep: Class 9 contains 67510 members 
Mstep: Class 10 contains 14483 members 
Mstep: Class 11 contains 1436 members 
Mstep: Class 12 contains 503 members 
Mstep: Class 13 contains 19099 members 
Mstep: Class 16 contains 26398 members 
Mstep: Class 17 contains 2726 members 
Mstep: Class 18 contains 9100 members 
Mstep: Class 19 contains 70662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80159488.000000 Penalty: 33922.980469
Iteration 4F: 18 clusters Score -8.015949e+07 nChanged 86666
Entering Unmasked Mstep 
Mstep: Class 0 contains 1380 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 1265 members 
Mstep: Class 3 contains 114413 members 
Mstep: Class 4 contains 5336 members 
Mstep: Class 5 contains 198283 members 
Mstep: Class 6 contains 91651 members 
Mstep: Class 7 contains 4104 members 
Mstep: Class 8 contains 13901 members 
Mstep: Class 9 contains 65666 members 
Mstep: Class 10 contains 14644 members 
Mstep: Class 11 contains 1623 members 
Mstep: Class 12 contains 518 members 
Mstep: Class 13 contains 20641 members 
Mstep: Class 16 contains 30577 members 
Mstep: Class 17 contains 3643 members 
Mstep: Class 18 contains 11934 members 
Mstep: Class 19 contains 77942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80319896.000000 Penalty: 33922.980469
Iteration 5F: 18 clusters Score -8.03199e+07 nChanged 73646
Entering Unmasked Mstep 
Mstep: Class 0 contains 1016 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 1623 members 
Mstep: Class 3 contains 106760 members 
Mstep: Class 4 contains 5804 members 
Mstep: Class 5 contains 186420 members 
Mstep: Class 6 contains 94091 members 
Mstep: Class 7 contains 4162 members 
Mstep: Class 8 contains 15830 members 
Mstep: Class 9 contains 61270 members 
Mstep: Class 10 contains 14909 members 
Mstep: Class 11 contains 1802 members 
Mstep: Class 12 contains 524 members 
Mstep: Class 13 contains 20986 members 
Mstep: Class 16 contains 34557 members 
Mstep: Class 17 contains 4419 members 
Mstep: Class 18 contains 14591 members 
Mstep: Class 19 contains 88126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80427560.000000 Penalty: 33922.980469
Iteration 6F: 18 clusters Score -8.042756e+07 nChanged 63072
Entering Unmasked Mstep 
Mstep: Class 0 contains 979 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 1659 members 
Mstep: Class 3 contains 99540 members 
Mstep: Class 4 contains 6165 members 
Mstep: Class 5 contains 181523 members 
Mstep: Class 6 contains 94969 members 
Mstep: Class 7 contains 4323 members 
Mstep: Class 8 contains 17062 members 
Mstep: Class 9 contains 57856 members 
Mstep: Class 10 contains 15310 members 
Mstep: Class 11 contains 1968 members 
Mstep: Class 12 contains 528 members 
Mstep: Class 13 contains 20496 members 
Mstep: Class 16 contains 37870 members 
Mstep: Class 17 contains 5126 members 
Mstep: Class 18 contains 17273 members 
Mstep: Class 19 contains 93785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80497536.000000 Penalty: 33922.980469
Iteration 7F: 18 clusters Score -8.049754e+07 nChanged 49520
Entering Unmasked Mstep 
Mstep: Class 0 contains 955 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 1682 members 
Mstep: Class 3 contains 93711 members 
Mstep: Class 4 contains 6385 members 
Mstep: Class 5 contains 180546 members 
Mstep: Class 6 contains 94359 members 
Mstep: Class 7 contains 4636 members 
Mstep: Class 8 contains 17865 members 
Mstep: Class 9 contains 58250 members 
Mstep: Class 10 contains 15759 members 
Mstep: Class 11 contains 2110 members 
Mstep: Class 12 contains 529 members 
Mstep: Class 13 contains 19882 members 
Mstep: Class 16 contains 40630 members 
Mstep: Class 17 contains 5744 members 
Mstep: Class 18 contains 20025 members 
Mstep: Class 19 contains 93080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80539592.000000 Penalty: 33922.980469
Iteration 8F: 18 clusters Score -8.053959e+07 nChanged 37634
Entering Unmasked Mstep 
Mstep: Class 0 contains 939 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 1697 members 
Mstep: Class 3 contains 88760 members 
Mstep: Class 4 contains 6359 members 
Mstep: Class 5 contains 180350 members 
Mstep: Class 6 contains 93314 members 
Mstep: Class 7 contains 5108 members 
Mstep: Class 8 contains 18542 members 
Mstep: Class 9 contains 61046 members 
Mstep: Class 10 contains 16152 members 
Mstep: Class 11 contains 2179 members 
Mstep: Class 12 contains 528 members 
Mstep: Class 13 contains 19456 members 
Mstep: Class 16 contains 42894 members 
Mstep: Class 17 contains 6245 members 
Mstep: Class 18 contains 22500 members 
Mstep: Class 19 contains 89935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80567336.000000 Penalty: 33922.980469
Iteration 9F: 18 clusters Score -8.056734e+07 nChanged 30470
Entering Unmasked Mstep 
Mstep: Class 0 contains 920 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 1715 members 
Mstep: Class 3 contains 84542 members 
Mstep: Class 4 contains 6241 members 
Mstep: Class 5 contains 180234 members 
Mstep: Class 6 contains 92194 members 
Mstep: Class 7 contains 5755 members 
Mstep: Class 8 contains 19211 members 
Mstep: Class 9 contains 64368 members 
Mstep: Class 10 contains 16403 members 
Mstep: Class 11 contains 2237 members 
Mstep: Class 12 contains 528 members 
Mstep: Class 13 contains 19211 members 
Mstep: Class 16 contains 44991 members 
Mstep: Class 17 contains 6652 members 
Mstep: Class 18 contains 24687 members 
Mstep: Class 19 contains 86067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80589424.000000 Penalty: 33922.980469
Iteration 10Q: 18 clusters Score -8.058942e+07 nChanged 26714
Entering Unmasked Mstep 
Mstep: Class 0 contains 915 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 1720 members 
Mstep: Class 3 contains 80343 members 
Mstep: Class 4 contains 6124 members 
Mstep: Class 5 contains 179763 members 
Mstep: Class 6 contains 91244 members 
Mstep: Class 7 contains 6576 members 
Mstep: Class 8 contains 19822 members 
Mstep: Class 9 contains 67968 members 
Mstep: Class 10 contains 16560 members 
Mstep: Class 11 contains 2275 members 
Mstep: Class 12 contains 528 members 
Mstep: Class 13 contains 19259 members 
Mstep: Class 16 contains 47260 members 
Mstep: Class 17 contains 6993 members 
Mstep: Class 18 contains 26678 members 
Mstep: Class 19 contains 81932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80608720.000000 Penalty: 33922.980469
Iteration 11Q: 18 clusters Score -8.060872e+07 nChanged 24602
Entering Unmasked Mstep 
Mstep: Class 0 contains 915 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 1720 members 
Mstep: Class 3 contains 75956 members 
Mstep: Class 4 contains 6017 members 
Mstep: Class 5 contains 179175 members 
Mstep: Class 6 contains 90380 members 
Mstep: Class 7 contains 7757 members 
Mstep: Class 8 contains 20366 members 
Mstep: Class 9 contains 71409 members 
Mstep: Class 10 contains 16626 members 
Mstep: Class 11 contains 2287 members 
Mstep: Class 12 contains 529 members 
Mstep: Class 13 contains 19344 members 
Mstep: Class 16 contains 49622 members 
Mstep: Class 17 contains 7329 members 
Mstep: Class 18 contains 28570 members 
Mstep: Class 19 contains 78022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80626784.000000 Penalty: 33922.980469
Iteration 12Q: 18 clusters Score -8.062678e+07 nChanged 23530
Entering Unmasked Mstep 
Mstep: Class 0 contains 915 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 1720 members 
Mstep: Class 3 contains 71466 members 
Mstep: Class 4 contains 5947 members 
Mstep: Class 5 contains 178436 members 
Mstep: Class 6 contains 89569 members 
Mstep: Class 7 contains 9275 members 
Mstep: Class 8 contains 20904 members 
Mstep: Class 9 contains 74613 members 
Mstep: Class 10 contains 16587 members 
Mstep: Class 11 contains 2279 members 
Mstep: Class 12 contains 530 members 
Mstep: Class 13 contains 19484 members 
Mstep: Class 16 contains 52051 members 
Mstep: Class 17 contains 7666 members 
Mstep: Class 18 contains 30399 members 
Mstep: Class 19 contains 74289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80642400.000000 Penalty: 33922.980469
Iteration 13Q: 18 clusters Score -8.06424e+07 nChanged 22889
Entering Unmasked Mstep 
Mstep: Class 0 contains 915 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 1720 members 
Mstep: Class 3 contains 67016 members 
Mstep: Class 4 contains 5876 members 
Mstep: Class 5 contains 177844 members 
Mstep: Class 6 contains 88705 members 
Mstep: Class 7 contains 11098 members 
Mstep: Class 8 contains 21506 members 
Mstep: Class 9 contains 77593 members 
Mstep: Class 10 contains 16482 members 
Mstep: Class 11 contains 2276 members 
Mstep: Class 12 contains 529 members 
Mstep: Class 13 contains 19664 members 
Mstep: Class 16 contains 54270 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 32214 members 
Mstep: Class 19 contains 70562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80656144.000000 Penalty: 33922.980469
Iteration 14Q: 18 clusters Score -8.065614e+07 nChanged 21242
Entering Unmasked Mstep 
Mstep: Class 0 contains 915 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 1720 members 
Mstep: Class 3 contains 63055 members 
Mstep: Class 4 contains 5814 members 
Mstep: Class 5 contains 177381 members 
Mstep: Class 6 contains 87755 members 
Mstep: Class 7 contains 13136 members 
Mstep: Class 8 contains 22153 members 
Mstep: Class 9 contains 80073 members 
Mstep: Class 10 contains 16381 members 
Mstep: Class 11 contains 2294 members 
Mstep: Class 12 contains 529 members 
Mstep: Class 13 contains 19861 members 
Mstep: Class 16 contains 55885 members 
Mstep: Class 17 contains 8341 members 
Mstep: Class 18 contains 33947 members 
Mstep: Class 19 contains 67190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80666736.000000 Penalty: 33922.980469
Iteration 15Q: 18 clusters Score -8.066674e+07 nChanged 19571
Entering Unmasked Mstep 
Mstep: Class 0 contains 915 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 1720 members 
Mstep: Class 3 contains 59349 members 
Mstep: Class 4 contains 5720 members 
Mstep: Class 5 contains 177092 members 
Mstep: Class 6 contains 86907 members 
Mstep: Class 7 contains 15416 members 
Mstep: Class 8 contains 22898 members 
Mstep: Class 9 contains 81892 members 
Mstep: Class 10 contains 16274 members 
Mstep: Class 11 contains 2322 members 
Mstep: Class 12 contains 529 members 
Mstep: Class 13 contains 20107 members 
Mstep: Class 16 contains 56877 members 
Mstep: Class 17 contains 8751 members 
Mstep: Class 18 contains 35652 members 
Mstep: Class 19 contains 64183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80677080.000000 Penalty: 33922.980469
Iteration 16Q: 18 clusters Score -8.067708e+07 nChanged 18644
Entering Unmasked Mstep 
Mstep: Class 0 contains 915 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 1721 members 
Mstep: Class 3 contains 55953 members 
Mstep: Class 4 contains 5613 members 
Mstep: Class 5 contains 176974 members 
Mstep: Class 6 contains 85922 members 
Mstep: Class 7 contains 17935 members 
Mstep: Class 8 contains 23690 members 
Mstep: Class 9 contains 83224 members 
Mstep: Class 10 contains 16228 members 
Mstep: Class 11 contains 2352 members 
Mstep: Class 12 contains 529 members 
Mstep: Class 13 contains 20378 members 
Mstep: Class 16 contains 57551 members 
Mstep: Class 17 contains 9169 members 
Mstep: Class 18 contains 37221 members 
Mstep: Class 19 contains 61428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80686112.000000 Penalty: 33922.980469
Iteration 17Q: 18 clusters Score -8.068611e+07 nChanged 17627
Entering Unmasked Mstep 
Mstep: Class 0 contains 915 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 1721 members 
Mstep: Class 3 contains 52968 members 
Mstep: Class 4 contains 5486 members 
Mstep: Class 5 contains 176852 members 
Mstep: Class 6 contains 84732 members 
Mstep: Class 7 contains 20610 members 
Mstep: Class 8 contains 24534 members 
Mstep: Class 9 contains 84154 members 
Mstep: Class 10 contains 16214 members 
Mstep: Class 11 contains 2391 members 
Mstep: Class 12 contains 529 members 
Mstep: Class 13 contains 20737 members 
Mstep: Class 16 contains 57947 members 
Mstep: Class 17 contains 9607 members 
Mstep: Class 18 contains 38735 members 
Mstep: Class 19 contains 58861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80694888.000000 Penalty: 33922.980469
Iteration 18Q: 18 clusters Score -8.069489e+07 nChanged 16232
Entering Unmasked Mstep 
Mstep: Class 0 contains 915 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 1721 members 
Mstep: Class 3 contains 50824 members 
Mstep: Class 4 contains 5319 members 
Mstep: Class 5 contains 176803 members 
Mstep: Class 6 contains 83024 members 
Mstep: Class 7 contains 23292 members 
Mstep: Class 8 contains 25369 members 
Mstep: Class 9 contains 84768 members 
Mstep: Class 10 contains 16274 members 
Mstep: Class 11 contains 2444 members 
Mstep: Class 12 contains 529 members 
Mstep: Class 13 contains 21183 members 
Mstep: Class 16 contains 58003 members 
Mstep: Class 17 contains 10072 members 
Mstep: Class 18 contains 40187 members 
Mstep: Class 19 contains 56396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80703224.000000 Penalty: 33922.980469
Iteration 19Q: 18 clusters Score -8.070322e+07 nChanged 14475
Entering Unmasked Mstep 
Mstep: Class 0 contains 915 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 1721 members 
Mstep: Class 3 contains 49547 members 
Mstep: Class 4 contains 5148 members 
Mstep: Class 5 contains 176892 members 
Mstep: Class 6 contains 80791 members 
Mstep: Class 7 contains 25804 members 
Mstep: Class 8 contains 26161 members 
Mstep: Class 9 contains 85024 members 
Mstep: Class 10 contains 16358 members 
Mstep: Class 11 contains 2515 members 
Mstep: Class 12 contains 529 members 
Mstep: Class 13 contains 21748 members 
Mstep: Class 16 contains 57819 members 
Mstep: Class 17 contains 10575 members 
Mstep: Class 18 contains 41653 members 
Mstep: Class 19 contains 54055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80710184.000000 Penalty: 33922.980469
Iteration 20F: 18 clusters Score -8.071018e+07 nChanged 13033
Entering Unmasked Mstep 
Mstep: Class 0 contains 890 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 1745 members 
Mstep: Class 3 contains 48870 members 
Mstep: Class 4 contains 5021 members 
Mstep: Class 5 contains 176921 members 
Mstep: Class 6 contains 78421 members 
Mstep: Class 7 contains 28132 members 
Mstep: Class 8 contains 26875 members 
Mstep: Class 9 contains 85144 members 
Mstep: Class 10 contains 16353 members 
Mstep: Class 11 contains 2607 members 
Mstep: Class 12 contains 530 members 
Mstep: Class 13 contains 22405 members 
Mstep: Class 16 contains 57449 members 
Mstep: Class 17 contains 11058 members 
Mstep: Class 18 contains 43068 members 
Mstep: Class 19 contains 51895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80716624.000000 Penalty: 33922.980469
Iteration 21Q: 18 clusters Score -8.071662e+07 nChanged 11824
Entering Unmasked Mstep 
Mstep: Class 0 contains 883 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 1752 members 
Mstep: Class 3 contains 48460 members 
Mstep: Class 4 contains 4866 members 
Mstep: Class 5 contains 176861 members 
Mstep: Class 6 contains 76228 members 
Mstep: Class 7 contains 30291 members 
Mstep: Class 8 contains 27446 members 
Mstep: Class 9 contains 85120 members 
Mstep: Class 10 contains 16340 members 
Mstep: Class 11 contains 2716 members 
Mstep: Class 12 contains 530 members 
Mstep: Class 13 contains 23099 members 
Mstep: Class 16 contains 56830 members 
Mstep: Class 17 contains 11547 members 
Mstep: Class 18 contains 44556 members 
Mstep: Class 19 contains 49975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80721824.000000 Penalty: 33922.980469
Iteration 22Q: 18 clusters Score -8.072182e+07 nChanged 10608
Entering Unmasked Mstep 
Mstep: Class 0 contains 882 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 1753 members 
Mstep: Class 3 contains 48215 members 
Mstep: Class 4 contains 4766 members 
Mstep: Class 5 contains 176759 members 
Mstep: Class 6 contains 74398 members 
Mstep: Class 7 contains 32174 members 
Mstep: Class 8 contains 27844 members 
Mstep: Class 9 contains 84918 members 
Mstep: Class 10 contains 16289 members 
Mstep: Class 11 contains 2830 members 
Mstep: Class 12 contains 530 members 
Mstep: Class 13 contains 23891 members 
Mstep: Class 16 contains 56129 members 
Mstep: Class 17 contains 12039 members 
Mstep: Class 18 contains 45995 members 
Mstep: Class 19 contains 48210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80725904.000000 Penalty: 33922.980469
Iteration 23Q: 18 clusters Score -8.07259e+07 nChanged 9451
Entering Unmasked Mstep 
Mstep: Class 0 contains 882 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 1753 members 
Mstep: Class 3 contains 48040 members 
Mstep: Class 4 contains 4679 members 
Mstep: Class 5 contains 176473 members 
Mstep: Class 6 contains 72875 members 
Mstep: Class 7 contains 33784 members 
Mstep: Class 8 contains 28164 members 
Mstep: Class 9 contains 84670 members 
Mstep: Class 10 contains 16230 members 
Mstep: Class 11 contains 2957 members 
Mstep: Class 12 contains 532 members 
Mstep: Class 13 contains 24827 members 
Mstep: Class 16 contains 55473 members 
Mstep: Class 17 contains 12493 members 
Mstep: Class 18 contains 47343 members 
Mstep: Class 19 contains 46575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80729648.000000 Penalty: 33922.980469
Iteration 24Q: 18 clusters Score -8.072965e+07 nChanged 8399
Entering Unmasked Mstep 
Mstep: Class 0 contains 882 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 1753 members 
Mstep: Class 3 contains 47927 members 
Mstep: Class 4 contains 4625 members 
Mstep: Class 5 contains 176024 members 
Mstep: Class 6 contains 71738 members 
Mstep: Class 7 contains 35156 members 
Mstep: Class 8 contains 28352 members 
Mstep: Class 9 contains 84413 members 
Mstep: Class 10 contains 16151 members 
Mstep: Class 11 contains 3051 members 
Mstep: Class 12 contains 532 members 
Mstep: Class 13 contains 25808 members 
Mstep: Class 16 contains 54907 members 
Mstep: Class 17 contains 12950 members 
Mstep: Class 18 contains 48582 members 
Mstep: Class 19 contains 45035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80733256.000000 Penalty: 33922.980469
Iteration 25Q: 18 clusters Score -8.073326e+07 nChanged 7874
Entering Unmasked Mstep 
Mstep: Class 0 contains 882 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 1753 members 
Mstep: Class 3 contains 47831 members 
Mstep: Class 4 contains 4590 members 
Mstep: Class 5 contains 175477 members 
Mstep: Class 6 contains 70738 members 
Mstep: Class 7 contains 36402 members 
Mstep: Class 8 contains 28484 members 
Mstep: Class 9 contains 84126 members 
Mstep: Class 10 contains 16037 members 
Mstep: Class 11 contains 3130 members 
Mstep: Class 12 contains 532 members 
Mstep: Class 13 contains 26836 members 
Mstep: Class 16 contains 54409 members 
Mstep: Class 17 contains 13401 members 
Mstep: Class 18 contains 49754 members 
Mstep: Class 19 contains 43602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80736504.000000 Penalty: 33922.980469
Iteration 26Q: 18 clusters Score -8.07365e+07 nChanged 7426
Entering Unmasked Mstep 
Mstep: Class 0 contains 882 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 1753 members 
Mstep: Class 3 contains 47700 members 
Mstep: Class 4 contains 4551 members 
Mstep: Class 5 contains 174857 members 
Mstep: Class 6 contains 69933 members 
Mstep: Class 7 contains 37522 members 
Mstep: Class 8 contains 28517 members 
Mstep: Class 9 contains 83860 members 
Mstep: Class 10 contains 15911 members 
Mstep: Class 11 contains 3191 members 
Mstep: Class 12 contains 532 members 
Mstep: Class 13 contains 27867 members 
Mstep: Class 16 contains 54030 members 
Mstep: Class 17 contains 13857 members 
Mstep: Class 18 contains 50843 members 
Mstep: Class 19 contains 42242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80740296.000000 Penalty: 33922.980469
Iteration 27Q: 18 clusters Score -8.07403e+07 nChanged 6944
Entering Unmasked Mstep 
Mstep: Class 0 contains 882 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 1753 members 
Mstep: Class 3 contains 47608 members 
Mstep: Class 4 contains 4522 members 
Mstep: Class 5 contains 174220 members 
Mstep: Class 6 contains 69232 members 
Mstep: Class 7 contains 38438 members 
Mstep: Class 8 contains 28513 members 
Mstep: Class 9 contains 83664 members 
Mstep: Class 10 contains 15771 members 
Mstep: Class 11 contains 3254 members 
Mstep: Class 12 contains 532 members 
Mstep: Class 13 contains 28904 members 
Mstep: Class 16 contains 53772 members 
Mstep: Class 17 contains 14280 members 
Mstep: Class 18 contains 51809 members 
Mstep: Class 19 contains 40946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80743784.000000 Penalty: 33922.980469
Iteration 28Q: 18 clusters Score -8.074378e+07 nChanged 6633
Entering Unmasked Mstep 
Mstep: Class 0 contains 882 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 1753 members 
Mstep: Class 3 contains 47534 members 
Mstep: Class 4 contains 4488 members 
Mstep: Class 5 contains 173531 members 
Mstep: Class 6 contains 68624 members 
Mstep: Class 7 contains 39241 members 
Mstep: Class 8 contains 28513 members 
Mstep: Class 9 contains 83555 members 
Mstep: Class 10 contains 15610 members 
Mstep: Class 11 contains 3300 members 
Mstep: Class 12 contains 532 members 
Mstep: Class 13 contains 29933 members 
Mstep: Class 16 contains 53590 members 
Mstep: Class 17 contains 14673 members 
Mstep: Class 18 contains 52736 members 
Mstep: Class 19 contains 39681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80747112.000000 Penalty: 33922.980469
Iteration 29Q: 18 clusters Score -8.074711e+07 nChanged 6329
Entering Unmasked Mstep 
Mstep: Class 0 contains 882 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 1753 members 
Mstep: Class 3 contains 47461 members 
Mstep: Class 4 contains 4478 members 
Mstep: Class 5 contains 172671 members 
Mstep: Class 6 contains 68120 members 
Mstep: Class 7 contains 39882 members 
Mstep: Class 8 contains 28513 members 
Mstep: Class 9 contains 83656 members 
Mstep: Class 10 contains 15444 members 
Mstep: Class 11 contains 3352 members 
Mstep: Class 12 contains 532 members 
Mstep: Class 13 contains 30877 members 
Mstep: Class 16 contains 53497 members 
Mstep: Class 17 contains 15045 members 
Mstep: Class 18 contains 53576 members 
Mstep: Class 19 contains 38503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80750032.000000 Penalty: 33922.980469
Iteration 30Q: 18 clusters Score -8.075003e+07 nChanged 6069
Entering Unmasked Mstep 
Mstep: Class 0 contains 882 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 1753 members 
Mstep: Class 3 contains 47402 members 
Mstep: Class 4 contains 4448 members 
Mstep: Class 5 contains 171830 members 
Mstep: Class 6 contains 67710 members 
Mstep: Class 7 contains 40436 members 
Mstep: Class 8 contains 28482 members 
Mstep: Class 9 contains 83787 members 
Mstep: Class 10 contains 15301 members 
Mstep: Class 11 contains 3388 members 
Mstep: Class 12 contains 532 members 
Mstep: Class 13 contains 31687 members 
Mstep: Class 16 contains 53442 members 
Mstep: Class 17 contains 15468 members 
Mstep: Class 18 contains 54340 members 
Mstep: Class 19 contains 37405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80752592.000000 Penalty: 33922.980469
Iteration 31Q: 18 clusters Score -8.075259e+07 nChanged 5464
Entering Unmasked Mstep 
Mstep: Class 0 contains 882 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 1753 members 
Mstep: Class 3 contains 47344 members 
Mstep: Class 4 contains 4436 members 
Mstep: Class 5 contains 170994 members 
Mstep: Class 6 contains 67397 members 
Mstep: Class 7 contains 40893 members 
Mstep: Class 8 contains 28451 members 
Mstep: Class 9 contains 84036 members 
Mstep: Class 10 contains 15189 members 
Mstep: Class 11 contains 3427 members 
Mstep: Class 12 contains 532 members 
Mstep: Class 13 contains 32207 members 
Mstep: Class 16 contains 53434 members 
Mstep: Class 17 contains 15850 members 
Mstep: Class 18 contains 54970 members 
Mstep: Class 19 contains 36570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80754880.000000 Penalty: 33922.980469
Iteration 32Q: 18 clusters Score -8.075488e+07 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 882 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 1753 members 
Mstep: Class 3 contains 47291 members 
Mstep: Class 4 contains 4415 members 
Mstep: Class 5 contains 170103 members 
Mstep: Class 6 contains 67120 members 
Mstep: Class 7 contains 41235 members 
Mstep: Class 8 contains 28435 members 
Mstep: Class 9 contains 84411 members 
Mstep: Class 10 contains 15108 members 
Mstep: Class 11 contains 3463 members 
Mstep: Class 12 contains 532 members 
Mstep: Class 13 contains 32571 members 
Mstep: Class 16 contains 53438 members 
Mstep: Class 17 contains 16234 members 
Mstep: Class 18 contains 55494 members 
Mstep: Class 19 contains 35939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80757016.000000 Penalty: 33922.980469
Iteration 33Q: 18 clusters Score -8.075702e+07 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 882 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 1753 members 
Mstep: Class 3 contains 47262 members 
Mstep: Class 4 contains 4386 members 
Mstep: Class 5 contains 169215 members 
Mstep: Class 6 contains 66902 members 
Mstep: Class 7 contains 41509 members 
Mstep: Class 8 contains 28424 members 
Mstep: Class 9 contains 84799 members 
Mstep: Class 10 contains 15021 members 
Mstep: Class 11 contains 3513 members 
Mstep: Class 12 contains 532 members 
Mstep: Class 13 contains 32776 members 
Mstep: Class 16 contains 53423 members 
Mstep: Class 17 contains 16646 members 
Mstep: Class 18 contains 55907 members 
Mstep: Class 19 contains 35525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80759552.000000 Penalty: 33922.980469
Iteration 34Q: 18 clusters Score -8.075955e+07 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 882 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 1753 members 
Mstep: Class 3 contains 47235 members 
Mstep: Class 4 contains 4365 members 
Mstep: Class 5 contains 168323 members 
Mstep: Class 6 contains 66708 members 
Mstep: Class 7 contains 41680 members 
Mstep: Class 8 contains 28419 members 
Mstep: Class 9 contains 85261 members 
Mstep: Class 10 contains 14924 members 
Mstep: Class 11 contains 3560 members 
Mstep: Class 12 contains 532 members 
Mstep: Class 13 contains 32924 members 
Mstep: Class 16 contains 53409 members 
Mstep: Class 17 contains 17031 members 
Mstep: Class 18 contains 56256 members 
Mstep: Class 19 contains 35237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80761272.000000 Penalty: 33922.980469
Iteration 35Q: 18 clusters Score -8.076127e+07 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 882 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 1753 members 
Mstep: Class 3 contains 47197 members 
Mstep: Class 4 contains 4344 members 
Mstep: Class 5 contains 167403 members 
Mstep: Class 6 contains 66548 members 
Mstep: Class 7 contains 41821 members 
Mstep: Class 8 contains 28409 members 
Mstep: Class 9 contains 85755 members 
Mstep: Class 10 contains 14842 members 
Mstep: Class 11 contains 3593 members 
Mstep: Class 12 contains 532 members 
Mstep: Class 13 contains 33009 members 
Mstep: Class 16 contains 53406 members 
Mstep: Class 17 contains 17444 members 
Mstep: Class 18 contains 56528 members 
Mstep: Class 19 contains 35044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80762680.000000 Penalty: 33922.980469
Iteration 36Q: 18 clusters Score -8.076268e+07 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 882 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 1753 members 
Mstep: Class 3 contains 47166 members 
Mstep: Class 4 contains 4321 members 
Mstep: Class 5 contains 166462 members 
Mstep: Class 6 contains 66413 members 
Mstep: Class 7 contains 41933 members 
Mstep: Class 8 contains 28432 members 
Mstep: Class 9 contains 86287 members 
Mstep: Class 10 contains 14768 members 
Mstep: Class 11 contains 3625 members 
Mstep: Class 12 contains 532 members 
Mstep: Class 13 contains 33060 members 
Mstep: Class 16 contains 53374 members 
Mstep: Class 17 contains 17834 members 
Mstep: Class 18 contains 56774 members 
Mstep: Class 19 contains 34903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80764048.000000 Penalty: 33922.980469
Iteration 37Q: 18 clusters Score -8.076405e+07 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 882 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 1753 members 
Mstep: Class 3 contains 47136 members 
Mstep: Class 4 contains 4304 members 
Mstep: Class 5 contains 165490 members 
Mstep: Class 6 contains 66295 members 
Mstep: Class 7 contains 42020 members 
Mstep: Class 8 contains 28475 members 
Mstep: Class 9 contains 86858 members 
Mstep: Class 10 contains 14681 members 
Mstep: Class 11 contains 3661 members 
Mstep: Class 12 contains 532 members 
Mstep: Class 13 contains 33095 members 
Mstep: Class 16 contains 53352 members 
Mstep: Class 17 contains 18193 members 
Mstep: Class 18 contains 56985 members 
Mstep: Class 19 contains 34811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80765776.000000 Penalty: 33922.980469
Iteration 38Q: 18 clusters Score -8.076578e+07 nChanged 3380
Entering ConstructFrom: 
Score: -80765776.000000 Penalty: 33922.980469
Entering ConstructFrom: 
Trying to split cluster 1 (8396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Entering Unmasked Estep 
Score: -986825.625000 Penalty: 1344.484009
	Iteration 0F: 2 clusters Score -986825.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -981011.125000 Penalty: 2688.968018
	Iteration 0F: 3 clusters Score -981011.1 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -983292.812500 Penalty: 2688.968018
	Iteration 1F: 3 clusters Score -983292.8 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -984023.937500 Penalty: 2688.968018
	Iteration 2F: 3 clusters Score -984023.9 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -984701.750000 Penalty: 2688.968018
	Iteration 3F: 3 clusters Score -984701.8 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -985239.437500 Penalty: 2688.968018
	Iteration 4F: 3 clusters Score -985239.4 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -985765.437500 Penalty: 2688.968018
	Iteration 5F: 3 clusters Score -985765.4 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -986330.500000 Penalty: 2688.968018
	Iteration 6F: 3 clusters Score -986330.5 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -986807.500000 Penalty: 2688.968018
	Iteration 7F: 3 clusters Score -986807.5 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -987200.000000 Penalty: 2688.968018
	Iteration 8Q: 3 clusters Score -987200 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -987473.187500 Penalty: 2688.968018
	Iteration 9Q: 3 clusters Score -987473.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -987631.125000 Penalty: 2688.968018
	Iteration 10Q: 3 clusters Score -987631.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -987710.687500 Penalty: 2688.968018
	Iteration 11Q: 3 clusters Score -987710.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -987768.125000 Penalty: 2688.968018
	Iteration 12Q: 3 clusters Score -987768.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -987817.250000 Penalty: 2688.968018
	Iteration 13Q: 3 clusters Score -987817.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -987848.937500 Penalty: 2688.968018
	Iteration 14Q: 3 clusters Score -987848.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -987863.875000 Penalty: 2688.968018
	Iteration 15Q: 3 clusters Score -987863.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -987881.750000 Penalty: 2688.968018
	Iteration 16Q: 3 clusters Score -987881.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -987893.062500 Penalty: 2688.968018
	Iteration 17Q: 3 clusters Score -987893.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -987900.312500 Penalty: 2688.968018
	Iteration 18Q: 3 clusters Score -987900.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -987909.062500 Penalty: 2688.968018
	Iteration 19Q: 3 clusters Score -987909.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -987919.812500 Penalty: 2688.968018
	Iteration 20F: 3 clusters Score -987919.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -987929.625000 Penalty: 2688.968018
	Iteration 21Q: 3 clusters Score -987929.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -987935.562500 Penalty: 2688.968018
	Iteration 22Q: 3 clusters Score -987935.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -987938.000000 Penalty: 2688.968018
	Iteration 23Q: 3 clusters Score -987938 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -987941.500000 Penalty: 2688.968018
	Iteration 24Q: 3 clusters Score -987941.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -987943.250000 Penalty: 2688.968018
	Iteration 25Q: 3 clusters Score -987943.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -987946.750000 Penalty: 2688.968018
	Iteration 26Q: 3 clusters Score -987946.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -987949.562500 Penalty: 2688.968018
	Iteration 27Q: 3 clusters Score -987949.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -987951.750000 Penalty: 2688.968018
	Iteration 28Q: 3 clusters Score -987951.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -987956.562500 Penalty: 2688.968018
	Iteration 29Q: 3 clusters Score -987956.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -987957.750000 Penalty: 2688.968018
	Iteration 30Q: 3 clusters Score -987957.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -987957.812500 Penalty: 2688.968018
	Iteration 31Q: 3 clusters Score -987957.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -987958.875000 Penalty: 2688.968018
	Iteration 32Q: 3 clusters Score -987958.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -987958.250000 Penalty: 2688.968018
	Iteration 33Q: 3 clusters Score -987958.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -987960.500000 Penalty: 2688.968018
	Iteration 34Q: 3 clusters Score -987960.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -987963.250000 Penalty: 2688.968018
	Iteration 35Q: 3 clusters Score -987963.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -987961.687500 Penalty: 2688.968018
	Iteration 36Q: 3 clusters Score -987961.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -987963.625000 Penalty: 2688.968018
	Iteration 37Q: 3 clusters Score -987963.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -987963.625000 Penalty: 2688.968018
	Iteration 38F: 3 clusters Score -987963.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 882 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1753 members 
Mstep: Class 3 contains 47103 members 
Mstep: Class 4 contains 4278 members 
Mstep: Class 5 contains 164553 members 
Mstep: Class 6 contains 66201 members 
Mstep: Class 7 contains 42072 members 
Mstep: Class 8 contains 28493 members 
Mstep: Class 9 contains 87421 members 
Mstep: Class 10 contains 14595 members 
Mstep: Class 11 contains 3701 members 
Mstep: Class 12 contains 532 members 
Mstep: Class 13 contains 33112 members 
Mstep: Class 14 contains 5679 members 
Mstep: Class 16 contains 53321 members 
Mstep: Class 17 contains 18577 members 
Mstep: Class 18 contains 57161 members 
Mstep: Class 19 contains 34760 members 
Entering Unmasked Estep 
Score: -80767048.000000 Penalty: 35918.449219
Splitting cluster 1 changes total score from -80765776.000000 to -80767048.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 2 (1753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Entering Unmasked Estep 
Score: -142533.453125 Penalty: 1111.399658
	Iteration 0F: 2 clusters Score -142533.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -141141.000000 Penalty: 2222.799316
	Iteration 0F: 3 clusters Score -141141 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -142430.468750 Penalty: 2222.799316
	Iteration 1F: 3 clusters Score -142430.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -143768.656250 Penalty: 2222.799316
	Iteration 2F: 3 clusters Score -143768.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -146321.218750 Penalty: 2222.799316
	Iteration 3F: 3 clusters Score -146321.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -148253.000000 Penalty: 2222.799316
	Iteration 4F: 3 clusters Score -148253 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -149219.187500 Penalty: 2222.799316
	Iteration 5Q: 3 clusters Score -149219.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -149320.750000 Penalty: 2222.799316
	Iteration 6Q: 3 clusters Score -149320.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -149335.562500 Penalty: 2222.799316
	Iteration 7Q: 3 clusters Score -149335.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -149337.906250 Penalty: 2222.799316
	Iteration 8Q: 3 clusters Score -149337.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -149337.906250 Penalty: 2222.799316
	Iteration 9F: 3 clusters Score -149337.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 882 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1394 members 
Mstep: Class 3 contains 47103 members 
Mstep: Class 4 contains 4278 members 
Mstep: Class 5 contains 164553 members 
Mstep: Class 6 contains 66201 members 
Mstep: Class 7 contains 42072 members 
Mstep: Class 8 contains 28493 members 
Mstep: Class 9 contains 87421 members 
Mstep: Class 10 contains 14595 members 
Mstep: Class 11 contains 3701 members 
Mstep: Class 12 contains 532 members 
Mstep: Class 13 contains 33112 members 
Mstep: Class 14 contains 5679 members 
Mstep: Class 15 contains 359 members 
Mstep: Class 16 contains 53321 members 
Mstep: Class 17 contains 18577 members 
Mstep: Class 18 contains 57161 members 
Mstep: Class 19 contains 34760 members 
Entering Unmasked Estep 
Score: -80773040.000000 Penalty: 37913.917969
Splitting cluster 2 changes total score from -80765776.000000 to -80773040.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 3 (47103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47103 members 
Entering Unmasked Estep 
Score: -5886046.000000 Penalty: 1601.101685
	Iteration 0F: 2 clusters Score -5886046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23461 members 
Mstep: Class 2 contains 23642 members 
Entering Unmasked Estep 
Score: -5856081.500000 Penalty: 3202.203369
	Iteration 0F: 3 clusters Score -5856082 nChanged 21604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23155 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -5867886.500000 Penalty: 3202.203369
	Iteration 1F: 3 clusters Score -5867886 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23006 members 
Mstep: Class 2 contains 24097 members 
Entering Unmasked Estep 
Score: -5868427.000000 Penalty: 3202.203369
	Iteration 2Q: 3 clusters Score -5868427 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22739 members 
Mstep: Class 2 contains 24364 members 
Entering Unmasked Estep 
Score: -5868905.000000 Penalty: 3202.203369
	Iteration 3Q: 3 clusters Score -5868905 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22306 members 
Mstep: Class 2 contains 24797 members 
Entering Unmasked Estep 
Score: -5869348.500000 Penalty: 3202.203369
	Iteration 4Q: 3 clusters Score -5869348 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 25384 members 
Entering Unmasked Estep 
Score: -5869855.500000 Penalty: 3202.203369
	Iteration 5Q: 3 clusters Score -5869856 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20910 members 
Mstep: Class 2 contains 26193 members 
Entering Unmasked Estep 
Score: -5870374.500000 Penalty: 3202.203369
	Iteration 6Q: 3 clusters Score -5870374 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19848 members 
Mstep: Class 2 contains 27255 members 
Entering Unmasked Estep 
Score: -5870987.000000 Penalty: 3202.203369
	Iteration 7Q: 3 clusters Score -5870987 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 28661 members 
Entering Unmasked Estep 
Score: -5871711.500000 Penalty: 3202.203369
	Iteration 8Q: 3 clusters Score -5871712 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 30488 members 
Entering Unmasked Estep 
Score: -5872775.500000 Penalty: 3202.203369
	Iteration 9Q: 3 clusters Score -5872776 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 32814 members 
Entering Unmasked Estep 
Score: -5874262.000000 Penalty: 3202.203369
	Iteration 10F: 3 clusters Score -5874262 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 35596 members 
Entering Unmasked Estep 
Score: -5876335.000000 Penalty: 3202.203369
	Iteration 11F: 3 clusters Score -5876335 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 38630 members 
Entering Unmasked Estep 
Score: -5878853.500000 Penalty: 3202.203369
	Iteration 12F: 3 clusters Score -5878854 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 41317 members 
Entering Unmasked Estep 
Score: -5881264.500000 Penalty: 3202.203369
	Iteration 13F: 3 clusters Score -5881264 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 43144 members 
Entering Unmasked Estep 
Score: -5883053.000000 Penalty: 3202.203369
	Iteration 14Q: 3 clusters Score -5883053 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 44100 members 
Entering Unmasked Estep 
Score: -5883883.000000 Penalty: 3202.203369
	Iteration 15Q: 3 clusters Score -5883883 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 44669 members 
Entering Unmasked Estep 
Score: -5884367.000000 Penalty: 3202.203369
	Iteration 16Q: 3 clusters Score -5884367 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 45004 members 
Entering Unmasked Estep 
Score: -5884635.500000 Penalty: 3202.203369
	Iteration 17Q: 3 clusters Score -5884636 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 45223 members 
Entering Unmasked Estep 
Score: -5884798.000000 Penalty: 3202.203369
	Iteration 18Q: 3 clusters Score -5884798 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 45374 members 
Entering Unmasked Estep 
Score: -5884927.500000 Penalty: 3202.203369
	Iteration 19Q: 3 clusters Score -5884928 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 45485 members 
Entering Unmasked Estep 
Score: -5885025.000000 Penalty: 3202.203369
	Iteration 20F: 3 clusters Score -5885025 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 45567 members 
Entering Unmasked Estep 
Score: -5885077.500000 Penalty: 3202.203369
	Iteration 21Q: 3 clusters Score -5885078 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 45615 members 
Entering Unmasked Estep 
Score: -5885107.500000 Penalty: 3202.203369
	Iteration 22Q: 3 clusters Score -5885108 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 45656 members 
Entering Unmasked Estep 
Score: -5885138.500000 Penalty: 3202.203369
	Iteration 23Q: 3 clusters Score -5885138 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 45685 members 
Entering Unmasked Estep 
Score: -5885150.500000 Penalty: 3202.203369
	Iteration 24Q: 3 clusters Score -5885150 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 45700 members 
Entering Unmasked Estep 
Score: -5885172.000000 Penalty: 3202.203369
	Iteration 25Q: 3 clusters Score -5885172 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 45712 members 
Entering Unmasked Estep 
Score: -5885188.500000 Penalty: 3202.203369
	Iteration 26Q: 3 clusters Score -5885188 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 45730 members 
Entering Unmasked Estep 
Score: -5885198.500000 Penalty: 3202.203369
	Iteration 27Q: 3 clusters Score -5885198 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 45745 members 
Entering Unmasked Estep 
Score: -5885203.500000 Penalty: 3202.203369
	Iteration 28Q: 3 clusters Score -5885204 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 45760 members 
Entering Unmasked Estep 
Score: -5885203.000000 Penalty: 3202.203369
	Iteration 29Q: 3 clusters Score -5885203 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 45781 members 
Entering Unmasked Estep 
Score: -5885208.000000 Penalty: 3202.203369
	Iteration 30Q: 3 clusters Score -5885208 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 45791 members 
Entering Unmasked Estep 
Score: -5885216.000000 Penalty: 3202.203369
	Iteration 31Q: 3 clusters Score -5885216 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 45805 members 
Entering Unmasked Estep 
Score: -5885213.500000 Penalty: 3202.203369
	Iteration 32Q: 3 clusters Score -5885214 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 45817 members 
Entering Unmasked Estep 
Score: -5885224.000000 Penalty: 3202.203369
	Iteration 33Q: 3 clusters Score -5885224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 45827 members 
Entering Unmasked Estep 
Score: -5885221.000000 Penalty: 3202.203369
	Iteration 34Q: 3 clusters Score -5885221 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 45836 members 
Entering Unmasked Estep 
Score: -5885225.500000 Penalty: 3202.203369
	Iteration 35Q: 3 clusters Score -5885226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 45842 members 
Entering Unmasked Estep 
Score: -5885228.000000 Penalty: 3202.203369
	Iteration 36Q: 3 clusters Score -5885228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 45844 members 
Entering Unmasked Estep 
Score: -5885232.000000 Penalty: 3202.203369
	Iteration 37Q: 3 clusters Score -5885232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 45849 members 
Entering Unmasked Estep 
Score: -5885240.000000 Penalty: 3202.203369
	Iteration 38Q: 3 clusters Score -5885240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 45856 members 
Entering Unmasked Estep 
Score: -5885240.500000 Penalty: 3202.203369
	Iteration 39Q: 3 clusters Score -5885240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 45858 members 
Entering Unmasked Estep 
Score: -5885240.500000 Penalty: 3202.203369
	Iteration 40F: 3 clusters Score -5885240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 45860 members 
Entering Unmasked Estep 
Score: -5885246.000000 Penalty: 3202.203369
	Iteration 41Q: 3 clusters Score -5885246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 45862 members 
Entering Unmasked Estep 
Score: -5885248.000000 Penalty: 3202.203369
	Iteration 42Q: 3 clusters Score -5885248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 45863 members 
Entering Unmasked Estep 
Score: -5885244.000000 Penalty: 3202.203369
	Iteration 43Q: 3 clusters Score -5885244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 45864 members 
Entering Unmasked Estep 
Score: -5885239.000000 Penalty: 3202.203369
	Iteration 44Q: 3 clusters Score -5885239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 45865 members 
Entering Unmasked Estep 
Score: -5885241.500000 Penalty: 3202.203369
	Iteration 45Q: 3 clusters Score -5885242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 45864 members 
Entering Unmasked Estep 
Score: -5885242.500000 Penalty: 3202.203369
	Iteration 46Q: 3 clusters Score -5885242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 45864 members 
Entering Unmasked Estep 
Score: -5885242.500000 Penalty: 3202.203369
	Iteration 47F: 3 clusters Score -5885242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Entering Unmasked Estep 
Score: -468383.656250 Penalty: 1244.152710
	Iteration 0F: 2 clusters Score -468383.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -465223.093750 Penalty: 2488.305420
	Iteration 0F: 3 clusters Score -465223.1 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -466598.375000 Penalty: 2488.305420
	Iteration 1F: 3 clusters Score -466598.4 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -467404.312500 Penalty: 2488.305420
	Iteration 2F: 3 clusters Score -467404.3 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -468052.500000 Penalty: 2488.305420
	Iteration 3F: 3 clusters Score -468052.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -468432.843750 Penalty: 2488.305420
	Iteration 4F: 3 clusters Score -468432.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -468708.093750 Penalty: 2488.305420
	Iteration 5F: 3 clusters Score -468708.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -468912.125000 Penalty: 2488.305420
	Iteration 6Q: 3 clusters Score -468912.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -469088.375000 Penalty: 2488.305420
	Iteration 7Q: 3 clusters Score -469088.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -469213.343750 Penalty: 2488.305420
	Iteration 8Q: 3 clusters Score -469213.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -469286.968750 Penalty: 2488.305420
	Iteration 9Q: 3 clusters Score -469287 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -469333.156250 Penalty: 2488.305420
	Iteration 10Q: 3 clusters Score -469333.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -469367.718750 Penalty: 2488.305420
	Iteration 11Q: 3 clusters Score -469367.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -469393.843750 Penalty: 2488.305420
	Iteration 12Q: 3 clusters Score -469393.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -469412.312500 Penalty: 2488.305420
	Iteration 13Q: 3 clusters Score -469412.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -469428.500000 Penalty: 2488.305420
	Iteration 14Q: 3 clusters Score -469428.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -469438.687500 Penalty: 2488.305420
	Iteration 15Q: 3 clusters Score -469438.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -469443.593750 Penalty: 2488.305420
	Iteration 16Q: 3 clusters Score -469443.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -469445.656250 Penalty: 2488.305420
	Iteration 17Q: 3 clusters Score -469445.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -469446.281250 Penalty: 2488.305420
	Iteration 18Q: 3 clusters Score -469446.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -469447.218750 Penalty: 2488.305420
	Iteration 19Q: 3 clusters Score -469447.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -469447.750000 Penalty: 2488.305420
	Iteration 20F: 3 clusters Score -469447.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -469447.343750 Penalty: 2488.305420
	Iteration 21Q: 3 clusters Score -469447.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -469447.343750 Penalty: 2488.305420
	Iteration 22F: 3 clusters Score -469447.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 882 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1394 members 
Mstep: Class 3 contains 47103 members 
Mstep: Class 4 contains 2620 members 
Mstep: Class 5 contains 164553 members 
Mstep: Class 6 contains 66201 members 
Mstep: Class 7 contains 42072 members 
Mstep: Class 8 contains 28493 members 
Mstep: Class 9 contains 87421 members 
Mstep: Class 10 contains 14595 members 
Mstep: Class 11 contains 3701 members 
Mstep: Class 12 contains 532 members 
Mstep: Class 13 contains 33112 members 
Mstep: Class 14 contains 5679 members 
Mstep: Class 15 contains 359 members 
Mstep: Class 16 contains 53321 members 
Mstep: Class 17 contains 18577 members 
Mstep: Class 18 contains 57161 members 
Mstep: Class 19 contains 34760 members 
Mstep: Class 20 contains 1658 members 
Entering Unmasked Estep 
Score: -80773304.000000 Penalty: 39909.386719
Splitting cluster 4 changes total score from -80765776.000000 to -80773304.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 5 (164553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164553 members 
Entering Unmasked Estep 
Score: -20784686.000000 Penalty: 1787.235107
	Iteration 0F: 2 clusters Score -2.078469e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82408 members 
Mstep: Class 2 contains 82145 members 
Entering Unmasked Estep 
Score: -20720106.000000 Penalty: 3574.470215
	Iteration 0F: 3 clusters Score -2.072011e+07 nChanged 78681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83891 members 
Mstep: Class 2 contains 80662 members 
Entering Unmasked Estep 
Score: -20765754.000000 Penalty: 3574.470215
	Iteration 1F: 3 clusters Score -2.076575e+07 nChanged 7164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83475 members 
Mstep: Class 2 contains 81078 members 
Entering Unmasked Estep 
Score: -20767292.000000 Penalty: 3574.470215
	Iteration 2Q: 3 clusters Score -2.076729e+07 nChanged 7290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83111 members 
Mstep: Class 2 contains 81442 members 
Entering Unmasked Estep 
Score: -20769382.000000 Penalty: 3574.470215
	Iteration 3Q: 3 clusters Score -2.076938e+07 nChanged 7691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83098 members 
Mstep: Class 2 contains 81455 members 
Entering Unmasked Estep 
Score: -20771942.000000 Penalty: 3574.470215
	Iteration 4Q: 3 clusters Score -2.077194e+07 nChanged 8340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83382 members 
Mstep: Class 2 contains 81171 members 
Entering Unmasked Estep 
Score: -20775564.000000 Penalty: 3574.470215
	Iteration 5F: 3 clusters Score -2.077556e+07 nChanged 8823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83719 members 
Mstep: Class 2 contains 80834 members 
Entering Unmasked Estep 
Score: -20779766.000000 Penalty: 3574.470215
	Iteration 6F: 3 clusters Score -2.077977e+07 nChanged 8969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83688 members 
Mstep: Class 2 contains 80865 members 
Entering Unmasked Estep 
Score: -20783800.000000 Penalty: 3574.470215
	Iteration 7F: 3 clusters Score -2.07838e+07 nChanged 8639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82899 members 
Mstep: Class 2 contains 81654 members 
Entering Unmasked Estep 
Score: -20787742.000000 Penalty: 3574.470215
	Iteration 8F: 3 clusters Score -2.078774e+07 nChanged 7859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81364 members 
Mstep: Class 2 contains 83189 members 
Entering Unmasked Estep 
Score: -20791172.000000 Penalty: 3574.470215
	Iteration 9Q: 3 clusters Score -2.079117e+07 nChanged 7100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79418 members 
Mstep: Class 2 contains 85135 members 
Entering Unmasked Estep 
Score: -20793486.000000 Penalty: 3574.470215
	Iteration 10Q: 3 clusters Score -2.079349e+07 nChanged 6190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77198 members 
Mstep: Class 2 contains 87355 members 
Entering Unmasked Estep 
Score: -20794530.000000 Penalty: 3574.470215
	Iteration 11Q: 3 clusters Score -2.079453e+07 nChanged 5296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75036 members 
Mstep: Class 2 contains 89517 members 
Entering Unmasked Estep 
Score: -20794976.000000 Penalty: 3574.470215
	Iteration 12Q: 3 clusters Score -2.079498e+07 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73139 members 
Mstep: Class 2 contains 91414 members 
Entering Unmasked Estep 
Score: -20794438.000000 Penalty: 3574.470215
	Iteration 13Q: 3 clusters Score -2.079444e+07 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71599 members 
Mstep: Class 2 contains 92954 members 
Entering Unmasked Estep 
Score: -20793696.000000 Penalty: 3574.470215
	Iteration 14Q: 3 clusters Score -2.07937e+07 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70447 members 
Mstep: Class 2 contains 94106 members 
Entering Unmasked Estep 
Score: -20792902.000000 Penalty: 3574.470215
	Iteration 15Q: 3 clusters Score -2.07929e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69686 members 
Mstep: Class 2 contains 94867 members 
Entering Unmasked Estep 
Score: -20791838.000000 Penalty: 3574.470215
	Iteration 16Q: 3 clusters Score -2.079184e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69281 members 
Mstep: Class 2 contains 95272 members 
Entering Unmasked Estep 
Score: -20791328.000000 Penalty: 3574.470215
	Iteration 17Q: 3 clusters Score -2.079133e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69138 members 
Mstep: Class 2 contains 95415 members 
Entering Unmasked Estep 
Score: -20790924.000000 Penalty: 3574.470215
	Iteration 18Q: 3 clusters Score -2.079092e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69127 members 
Mstep: Class 2 contains 95426 members 
Entering Unmasked Estep 
Score: -20790630.000000 Penalty: 3574.470215
	Iteration 19Q: 3 clusters Score -2.079063e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69235 members 
Mstep: Class 2 contains 95318 members 
Entering Unmasked Estep 
Score: -20790518.000000 Penalty: 3574.470215
	Iteration 20F: 3 clusters Score -2.079052e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69410 members 
Mstep: Class 2 contains 95143 members 
Entering Unmasked Estep 
Score: -20790464.000000 Penalty: 3574.470215
	Iteration 21Q: 3 clusters Score -2.079046e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69651 members 
Mstep: Class 2 contains 94902 members 
Entering Unmasked Estep 
Score: -20790368.000000 Penalty: 3574.470215
	Iteration 22Q: 3 clusters Score -2.079037e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69953 members 
Mstep: Class 2 contains 94600 members 
Entering Unmasked Estep 
Score: -20790416.000000 Penalty: 3574.470215
	Iteration 23Q: 3 clusters Score -2.079042e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70212 members 
Mstep: Class 2 contains 94341 members 
Entering Unmasked Estep 
Score: -20790500.000000 Penalty: 3574.470215
	Iteration 24Q: 3 clusters Score -2.07905e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70475 members 
Mstep: Class 2 contains 94078 members 
Entering Unmasked Estep 
Score: -20790614.000000 Penalty: 3574.470215
	Iteration 25Q: 3 clusters Score -2.079061e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70694 members 
Mstep: Class 2 contains 93859 members 
Entering Unmasked Estep 
Score: -20790558.000000 Penalty: 3574.470215
	Iteration 26Q: 3 clusters Score -2.079056e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70951 members 
Mstep: Class 2 contains 93602 members 
Entering Unmasked Estep 
Score: -20790592.000000 Penalty: 3574.470215
	Iteration 27Q: 3 clusters Score -2.079059e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71149 members 
Mstep: Class 2 contains 93404 members 
Entering Unmasked Estep 
Score: -20790692.000000 Penalty: 3574.470215
	Iteration 28Q: 3 clusters Score -2.079069e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71374 members 
Mstep: Class 2 contains 93179 members 
Entering Unmasked Estep 
Score: -20790866.000000 Penalty: 3574.470215
	Iteration 29Q: 3 clusters Score -2.079087e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71569 members 
Mstep: Class 2 contains 92984 members 
Entering Unmasked Estep 
Score: -20790974.000000 Penalty: 3574.470215
	Iteration 30Q: 3 clusters Score -2.079097e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71734 members 
Mstep: Class 2 contains 92819 members 
Entering Unmasked Estep 
Score: -20791076.000000 Penalty: 3574.470215
	Iteration 31Q: 3 clusters Score -2.079108e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71897 members 
Mstep: Class 2 contains 92656 members 
Entering Unmasked Estep 
Score: -20791214.000000 Penalty: 3574.470215
	Iteration 32Q: 3 clusters Score -2.079121e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72013 members 
Mstep: Class 2 contains 92540 members 
Entering Unmasked Estep 
Score: -20791306.000000 Penalty: 3574.470215
	Iteration 33Q: 3 clusters Score -2.079131e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72125 members 
Mstep: Class 2 contains 92428 members 
Entering Unmasked Estep 
Score: -20791404.000000 Penalty: 3574.470215
	Iteration 34Q: 3 clusters Score -2.07914e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72217 members 
Mstep: Class 2 contains 92336 members 
Entering Unmasked Estep 
Score: -20791478.000000 Penalty: 3574.470215
	Iteration 35Q: 3 clusters Score -2.079148e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72315 members 
Mstep: Class 2 contains 92238 members 
Entering Unmasked Estep 
Score: -20791564.000000 Penalty: 3574.470215
	Iteration 36Q: 3 clusters Score -2.079156e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72390 members 
Mstep: Class 2 contains 92163 members 
Entering Unmasked Estep 
Score: -20791652.000000 Penalty: 3574.470215
	Iteration 37Q: 3 clusters Score -2.079165e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72437 members 
Mstep: Class 2 contains 92116 members 
Entering Unmasked Estep 
Score: -20791744.000000 Penalty: 3574.470215
	Iteration 38Q: 3 clusters Score -2.079174e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72490 members 
Mstep: Class 2 contains 92063 members 
Entering Unmasked Estep 
Score: -20791832.000000 Penalty: 3574.470215
	Iteration 39Q: 3 clusters Score -2.079183e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72522 members 
Mstep: Class 2 contains 92031 members 
Entering Unmasked Estep 
Score: -20791880.000000 Penalty: 3574.470215
	Iteration 40F: 3 clusters Score -2.079188e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72546 members 
Mstep: Class 2 contains 92007 members 
Entering Unmasked Estep 
Score: -20791892.000000 Penalty: 3574.470215
	Iteration 41Q: 3 clusters Score -2.079189e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72544 members 
Mstep: Class 2 contains 92009 members 
Entering Unmasked Estep 
Score: -20791876.000000 Penalty: 3574.470215
	Iteration 42Q: 3 clusters Score -2.079188e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72527 members 
Mstep: Class 2 contains 92026 members 
Entering Unmasked Estep 
Score: -20791896.000000 Penalty: 3574.470215
	Iteration 43Q: 3 clusters Score -2.07919e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72514 members 
Mstep: Class 2 contains 92039 members 
Entering Unmasked Estep 
Score: -20791910.000000 Penalty: 3574.470215
	Iteration 44Q: 3 clusters Score -2.079191e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72499 members 
Mstep: Class 2 contains 92054 members 
Entering Unmasked Estep 
Score: -20791924.000000 Penalty: 3574.470215
	Iteration 45Q: 3 clusters Score -2.079192e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72501 members 
Mstep: Class 2 contains 92052 members 
Entering Unmasked Estep 
Score: -20791924.000000 Penalty: 3574.470215
	Iteration 46Q: 3 clusters Score -2.079192e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72501 members 
Mstep: Class 2 contains 92052 members 
Entering Unmasked Estep 
Score: -20791952.000000 Penalty: 3574.470215
	Iteration 47Q: 3 clusters Score -2.079195e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72498 members 
Mstep: Class 2 contains 92055 members 
Entering Unmasked Estep 
Score: -20791956.000000 Penalty: 3574.470215
	Iteration 48Q: 3 clusters Score -2.079196e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72490 members 
Mstep: Class 2 contains 92063 members 
Entering Unmasked Estep 
Score: -20791946.000000 Penalty: 3574.470215
	Iteration 49Q: 3 clusters Score -2.079195e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72476 members 
Mstep: Class 2 contains 92077 members 
Entering Unmasked Estep 
Score: -20791942.000000 Penalty: 3574.470215
	Iteration 50Q: 3 clusters Score -2.079194e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72471 members 
Mstep: Class 2 contains 92082 members 
Entering Unmasked Estep 
Score: -20791962.000000 Penalty: 3574.470215
	Iteration 51Q: 3 clusters Score -2.079196e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72464 members 
Mstep: Class 2 contains 92089 members 
Entering Unmasked Estep 
Score: -20791984.000000 Penalty: 3574.470215
	Iteration 52Q: 3 clusters Score -2.079198e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72456 members 
Mstep: Class 2 contains 92097 members 
Entering Unmasked Estep 
Score: -20791982.000000 Penalty: 3574.470215
	Iteration 53Q: 3 clusters Score -2.079198e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72448 members 
Mstep: Class 2 contains 92105 members 
Entering Unmasked Estep 
Score: -20791992.000000 Penalty: 3574.470215
	Iteration 54Q: 3 clusters Score -2.079199e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72446 members 
Mstep: Class 2 contains 92107 members 
Entering Unmasked Estep 
Score: -20791992.000000 Penalty: 3574.470215
	Iteration 55Q: 3 clusters Score -2.079199e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72448 members 
Mstep: Class 2 contains 92105 members 
Entering Unmasked Estep 
Score: -20792012.000000 Penalty: 3574.470215
	Iteration 56Q: 3 clusters Score -2.079201e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72445 members 
Mstep: Class 2 contains 92108 members 
Entering Unmasked Estep 
Score: -20792018.000000 Penalty: 3574.470215
	Iteration 57Q: 3 clusters Score -2.079202e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72444 members 
Mstep: Class 2 contains 92109 members 
Entering Unmasked Estep 
Score: -20792006.000000 Penalty: 3574.470215
	Iteration 58Q: 3 clusters Score -2.079201e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72445 members 
Mstep: Class 2 contains 92108 members 
Entering Unmasked Estep 
Score: -20791994.000000 Penalty: 3574.470215
	Iteration 59Q: 3 clusters Score -2.079199e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72449 members 
Mstep: Class 2 contains 92104 members 
Entering Unmasked Estep 
Score: -20792012.000000 Penalty: 3574.470215
	Iteration 60F: 3 clusters Score -2.079201e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72449 members 
Mstep: Class 2 contains 92104 members 
Entering Unmasked Estep 
Score: -20792008.000000 Penalty: 3574.470215
	Iteration 61Q: 3 clusters Score -2.079201e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72449 members 
Mstep: Class 2 contains 92104 members 
Entering Unmasked Estep 
Score: -20792006.000000 Penalty: 3574.470215
	Iteration 62Q: 3 clusters Score -2.079201e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72445 members 
Mstep: Class 2 contains 92108 members 
Entering Unmasked Estep 
Score: -20791998.000000 Penalty: 3574.470215
	Iteration 63Q: 3 clusters Score -2.0792e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72441 members 
Mstep: Class 2 contains 92112 members 
Entering Unmasked Estep 
Score: -20792008.000000 Penalty: 3574.470215
	Iteration 64Q: 3 clusters Score -2.079201e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72443 members 
Mstep: Class 2 contains 92110 members 
Entering Unmasked Estep 
Score: -20792018.000000 Penalty: 3574.470215
	Iteration 65Q: 3 clusters Score -2.079202e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72440 members 
Mstep: Class 2 contains 92113 members 
Entering Unmasked Estep 
Score: -20792012.000000 Penalty: 3574.470215
	Iteration 66Q: 3 clusters Score -2.079201e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72440 members 
Mstep: Class 2 contains 92113 members 
Entering Unmasked Estep 
Score: -20792010.000000 Penalty: 3574.470215
	Iteration 67Q: 3 clusters Score -2.079201e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72439 members 
Mstep: Class 2 contains 92114 members 
Entering Unmasked Estep 
Score: -20792020.000000 Penalty: 3574.470215
	Iteration 68Q: 3 clusters Score -2.079202e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72436 members 
Mstep: Class 2 contains 92117 members 
Entering Unmasked Estep 
Score: -20792024.000000 Penalty: 3574.470215
	Iteration 69Q: 3 clusters Score -2.079202e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72432 members 
Mstep: Class 2 contains 92121 members 
Entering Unmasked Estep 
Score: -20792026.000000 Penalty: 3574.470215
	Iteration 70Q: 3 clusters Score -2.079203e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72433 members 
Mstep: Class 2 contains 92120 members 
Entering Unmasked Estep 
Score: -20792038.000000 Penalty: 3574.470215
	Iteration 71Q: 3 clusters Score -2.079204e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72435 members 
Mstep: Class 2 contains 92118 members 
Entering Unmasked Estep 
Score: -20792034.000000 Penalty: 3574.470215
	Iteration 72Q: 3 clusters Score -2.079203e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72437 members 
Mstep: Class 2 contains 92116 members 
Entering Unmasked Estep 
Score: -20792016.000000 Penalty: 3574.470215
	Iteration 73Q: 3 clusters Score -2.079202e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72436 members 
Mstep: Class 2 contains 92117 members 
Entering Unmasked Estep 
Score: -20792022.000000 Penalty: 3574.470215
	Iteration 74Q: 3 clusters Score -2.079202e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72437 members 
Mstep: Class 2 contains 92116 members 
Entering Unmasked Estep 
Score: -20792012.000000 Penalty: 3574.470215
	Iteration 75Q: 3 clusters Score -2.079201e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72437 members 
Mstep: Class 2 contains 92116 members 
Entering Unmasked Estep 
Score: -20792016.000000 Penalty: 3574.470215
	Iteration 76Q: 3 clusters Score -2.079202e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72440 members 
Mstep: Class 2 contains 92113 members 
Entering Unmasked Estep 
Score: -20792012.000000 Penalty: 3574.470215
	Iteration 77Q: 3 clusters Score -2.079201e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72440 members 
Mstep: Class 2 contains 92113 members 
Entering Unmasked Estep 
Score: -20792012.000000 Penalty: 3574.470215
	Iteration 78Q: 3 clusters Score -2.079201e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72438 members 
Mstep: Class 2 contains 92115 members 
Entering Unmasked Estep 
Score: -20792012.000000 Penalty: 3574.470215
	Iteration 79Q: 3 clusters Score -2.079201e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72434 members 
Mstep: Class 2 contains 92119 members 
Entering Unmasked Estep 
Score: -20792014.000000 Penalty: 3574.470215
	Iteration 80F: 3 clusters Score -2.079201e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72428 members 
Mstep: Class 2 contains 92125 members 
Entering Unmasked Estep 
Score: -20792012.000000 Penalty: 3574.470215
	Iteration 81Q: 3 clusters Score -2.079201e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72425 members 
Mstep: Class 2 contains 92128 members 
Entering Unmasked Estep 
Score: -20792016.000000 Penalty: 3574.470215
	Iteration 82Q: 3 clusters Score -2.079202e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72422 members 
Mstep: Class 2 contains 92131 members 
Entering Unmasked Estep 
Score: -20792002.000000 Penalty: 3574.470215
	Iteration 83Q: 3 clusters Score -2.0792e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72422 members 
Mstep: Class 2 contains 92131 members 
Entering Unmasked Estep 
Score: -20792008.000000 Penalty: 3574.470215
	Iteration 84Q: 3 clusters Score -2.079201e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72422 members 
Mstep: Class 2 contains 92131 members 
Entering Unmasked Estep 
Score: -20792008.000000 Penalty: 3574.470215
	Iteration 85F: 3 clusters Score -2.079201e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 882 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1394 members 
Mstep: Class 3 contains 47103 members 
Mstep: Class 4 contains 2620 members 
Mstep: Class 5 contains 72422 members 
Mstep: Class 6 contains 66201 members 
Mstep: Class 7 contains 42072 members 
Mstep: Class 8 contains 28493 members 
Mstep: Class 9 contains 87421 members 
Mstep: Class 10 contains 14595 members 
Mstep: Class 11 contains 3701 members 
Mstep: Class 12 contains 532 members 
Mstep: Class 13 contains 33112 members 
Mstep: Class 14 contains 5679 members 
Mstep: Class 15 contains 359 members 
Mstep: Class 16 contains 53321 members 
Mstep: Class 17 contains 18577 members 
Mstep: Class 18 contains 57161 members 
Mstep: Class 19 contains 34760 members 
Mstep: Class 20 contains 1658 members 
Mstep: Class 21 contains 92131 members 
Entering Unmasked Estep 
Score: -80781136.000000 Penalty: 41904.855469
Splitting cluster 5 changes total score from -80765776.000000 to -80781136.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 6 (66201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66201 members 
Entering Unmasked Estep 
Score: -8243957.000000 Penalty: 1651.747070
	Iteration 0F: 2 clusters Score -8243957 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33035 members 
Mstep: Class 2 contains 33166 members 
Entering Unmasked Estep 
Score: -8202760.000000 Penalty: 3303.494141
	Iteration 0F: 3 clusters Score -8202760 nChanged 30835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32856 members 
Mstep: Class 2 contains 33345 members 
Entering Unmasked Estep 
Score: -8220063.500000 Penalty: 3303.494141
	Iteration 1F: 3 clusters Score -8220064 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32830 members 
Mstep: Class 2 contains 33371 members 
Entering Unmasked Estep 
Score: -8220566.000000 Penalty: 3303.494141
	Iteration 2Q: 3 clusters Score -8220566 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32748 members 
Mstep: Class 2 contains 33453 members 
Entering Unmasked Estep 
Score: -8221095.000000 Penalty: 3303.494141
	Iteration 3Q: 3 clusters Score -8221095 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32628 members 
Mstep: Class 2 contains 33573 members 
Entering Unmasked Estep 
Score: -8221597.500000 Penalty: 3303.494141
	Iteration 4Q: 3 clusters Score -8221598 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32316 members 
Mstep: Class 2 contains 33885 members 
Entering Unmasked Estep 
Score: -8221998.000000 Penalty: 3303.494141
	Iteration 5Q: 3 clusters Score -8221998 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31865 members 
Mstep: Class 2 contains 34336 members 
Entering Unmasked Estep 
Score: -8222491.000000 Penalty: 3303.494141
	Iteration 6Q: 3 clusters Score -8222491 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31159 members 
Mstep: Class 2 contains 35042 members 
Entering Unmasked Estep 
Score: -8222977.500000 Penalty: 3303.494141
	Iteration 7Q: 3 clusters Score -8222978 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30058 members 
Mstep: Class 2 contains 36143 members 
Entering Unmasked Estep 
Score: -8223539.000000 Penalty: 3303.494141
	Iteration 8Q: 3 clusters Score -8223539 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28475 members 
Mstep: Class 2 contains 37726 members 
Entering Unmasked Estep 
Score: -8224365.000000 Penalty: 3303.494141
	Iteration 9Q: 3 clusters Score -8224365 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26277 members 
Mstep: Class 2 contains 39924 members 
Entering Unmasked Estep 
Score: -8225529.500000 Penalty: 3303.494141
	Iteration 10Q: 3 clusters Score -8225530 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23394 members 
Mstep: Class 2 contains 42807 members 
Entering Unmasked Estep 
Score: -8227079.500000 Penalty: 3303.494141
	Iteration 11F: 3 clusters Score -8227080 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 46310 members 
Entering Unmasked Estep 
Score: -8229027.000000 Penalty: 3303.494141
	Iteration 12F: 3 clusters Score -8229027 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 50219 members 
Entering Unmasked Estep 
Score: -8231305.000000 Penalty: 3303.494141
	Iteration 13F: 3 clusters Score -8231305 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 54113 members 
Entering Unmasked Estep 
Score: -8233812.000000 Penalty: 3303.494141
	Iteration 14F: 3 clusters Score -8233812 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 57629 members 
Entering Unmasked Estep 
Score: -8236220.000000 Penalty: 3303.494141
	Iteration 15F: 3 clusters Score -8236220 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 60476 members 
Entering Unmasked Estep 
Score: -8238384.000000 Penalty: 3303.494141
	Iteration 16Q: 3 clusters Score -8238384 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 62518 members 
Entering Unmasked Estep 
Score: -8240021.500000 Penalty: 3303.494141
	Iteration 17Q: 3 clusters Score -8240022 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 63835 members 
Entering Unmasked Estep 
Score: -8241142.000000 Penalty: 3303.494141
	Iteration 18Q: 3 clusters Score -8241142 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 64632 members 
Entering Unmasked Estep 
Score: -8241895.000000 Penalty: 3303.494141
	Iteration 19Q: 3 clusters Score -8241895 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 65034 members 
Entering Unmasked Estep 
Score: -8242285.000000 Penalty: 3303.494141
	Iteration 20F: 3 clusters Score -8242285 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 65269 members 
Entering Unmasked Estep 
Score: -8242488.000000 Penalty: 3303.494141
	Iteration 21Q: 3 clusters Score -8242488 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 65391 members 
Entering Unmasked Estep 
Score: -8242603.000000 Penalty: 3303.494141
	Iteration 22Q: 3 clusters Score -8242603 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 65451 members 
Entering Unmasked Estep 
Score: -8242663.000000 Penalty: 3303.494141
	Iteration 23Q: 3 clusters Score -8242663 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 65495 members 
Entering Unmasked Estep 
Score: -8242704.500000 Penalty: 3303.494141
	Iteration 24Q: 3 clusters Score -8242704 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 65535 members 
Entering Unmasked Estep 
Score: -8242749.500000 Penalty: 3303.494141
	Iteration 25Q: 3 clusters Score -8242750 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 65558 members 
Entering Unmasked Estep 
Score: -8242798.000000 Penalty: 3303.494141
	Iteration 26Q: 3 clusters Score -8242798 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 65578 members 
Entering Unmasked Estep 
Score: -8242815.000000 Penalty: 3303.494141
	Iteration 27Q: 3 clusters Score -8242815 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 65589 members 
Entering Unmasked Estep 
Score: -8242828.000000 Penalty: 3303.494141
	Iteration 28Q: 3 clusters Score -8242828 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 65597 members 
Entering Unmasked Estep 
Score: -8242842.500000 Penalty: 3303.494141
	Iteration 29Q: 3 clusters Score -8242842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 65600 members 
Entering Unmasked Estep 
Score: -8242832.000000 Penalty: 3303.494141
	Iteration 30Q: 3 clusters Score -8242832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 65600 members 
Entering Unmasked Estep 
Score: -8242835.000000 Penalty: 3303.494141
	Iteration 31Q: 3 clusters Score -8242835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 65603 members 
Entering Unmasked Estep 
Score: -8242836.000000 Penalty: 3303.494141
	Iteration 32Q: 3 clusters Score -8242836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 65604 members 
Entering Unmasked Estep 
Score: -8242843.500000 Penalty: 3303.494141
	Iteration 33Q: 3 clusters Score -8242844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 65604 members 
Entering Unmasked Estep 
Score: -8242851.500000 Penalty: 3303.494141
	Iteration 34Q: 3 clusters Score -8242852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 65604 members 
Entering Unmasked Estep 
Score: -8242851.500000 Penalty: 3303.494141
	Iteration 35F: 3 clusters Score -8242852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (42072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42072 members 
Entering Unmasked Estep 
Score: -4927995.500000 Penalty: 1584.294067
	Iteration 0F: 2 clusters Score -4927996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 21015 members 
Entering Unmasked Estep 
Score: -4900668.000000 Penalty: 3168.588135
	Iteration 0F: 3 clusters Score -4900668 nChanged 19244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 21047 members 
Entering Unmasked Estep 
Score: -4911315.000000 Penalty: 3168.588135
	Iteration 1F: 3 clusters Score -4911315 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20848 members 
Mstep: Class 2 contains 21224 members 
Entering Unmasked Estep 
Score: -4911979.500000 Penalty: 3168.588135
	Iteration 2Q: 3 clusters Score -4911980 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 21505 members 
Entering Unmasked Estep 
Score: -4912588.000000 Penalty: 3168.588135
	Iteration 3Q: 3 clusters Score -4912588 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -4913279.000000 Penalty: 3168.588135
	Iteration 4Q: 3 clusters Score -4913279 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
Score: -4914067.000000 Penalty: 3168.588135
	Iteration 5Q: 3 clusters Score -4914067 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 23074 members 
Entering Unmasked Estep 
Score: -4914804.500000 Penalty: 3168.588135
	Iteration 6Q: 3 clusters Score -4914804 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -4915652.500000 Penalty: 3168.588135
	Iteration 7Q: 3 clusters Score -4915652 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 24735 members 
Entering Unmasked Estep 
Score: -4916588.000000 Penalty: 3168.588135
	Iteration 8Q: 3 clusters Score -4916588 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 25709 members 
Entering Unmasked Estep 
Score: -4917517.500000 Penalty: 3168.588135
	Iteration 9Q: 3 clusters Score -4917518 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 26687 members 
Entering Unmasked Estep 
Score: -4918536.500000 Penalty: 3168.588135
	Iteration 10Q: 3 clusters Score -4918536 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 27745 members 
Entering Unmasked Estep 
Score: -4919597.500000 Penalty: 3168.588135
	Iteration 11Q: 3 clusters Score -4919598 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 28803 members 
Entering Unmasked Estep 
Score: -4920683.000000 Penalty: 3168.588135
	Iteration 12Q: 3 clusters Score -4920683 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 29733 members 
Entering Unmasked Estep 
Score: -4921734.000000 Penalty: 3168.588135
	Iteration 13Q: 3 clusters Score -4921734 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 30460 members 
Entering Unmasked Estep 
Score: -4922524.000000 Penalty: 3168.588135
	Iteration 14Q: 3 clusters Score -4922524 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 31061 members 
Entering Unmasked Estep 
Score: -4923045.500000 Penalty: 3168.588135
	Iteration 15Q: 3 clusters Score -4923046 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 31594 members 
Entering Unmasked Estep 
Score: -4923489.000000 Penalty: 3168.588135
	Iteration 16Q: 3 clusters Score -4923489 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 32115 members 
Entering Unmasked Estep 
Score: -4923811.000000 Penalty: 3168.588135
	Iteration 17Q: 3 clusters Score -4923811 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 32587 members 
Entering Unmasked Estep 
Score: -4924132.500000 Penalty: 3168.588135
	Iteration 18Q: 3 clusters Score -4924132 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 33072 members 
Entering Unmasked Estep 
Score: -4924420.000000 Penalty: 3168.588135
	Iteration 19Q: 3 clusters Score -4924420 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 33503 members 
Entering Unmasked Estep 
Score: -4924651.500000 Penalty: 3168.588135
	Iteration 20F: 3 clusters Score -4924652 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 33888 members 
Entering Unmasked Estep 
Score: -4924822.000000 Penalty: 3168.588135
	Iteration 21Q: 3 clusters Score -4924822 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 34227 members 
Entering Unmasked Estep 
Score: -4924942.500000 Penalty: 3168.588135
	Iteration 22Q: 3 clusters Score -4924942 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 34499 members 
Entering Unmasked Estep 
Score: -4925012.500000 Penalty: 3168.588135
	Iteration 23Q: 3 clusters Score -4925012 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 34768 members 
Entering Unmasked Estep 
Score: -4925091.000000 Penalty: 3168.588135
	Iteration 24Q: 3 clusters Score -4925091 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 35015 members 
Entering Unmasked Estep 
Score: -4925153.500000 Penalty: 3168.588135
	Iteration 25Q: 3 clusters Score -4925154 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 35263 members 
Entering Unmasked Estep 
Score: -4925238.500000 Penalty: 3168.588135
	Iteration 26Q: 3 clusters Score -4925238 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 35487 members 
Entering Unmasked Estep 
Score: -4925299.500000 Penalty: 3168.588135
	Iteration 27Q: 3 clusters Score -4925300 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 35715 members 
Entering Unmasked Estep 
Score: -4925354.500000 Penalty: 3168.588135
	Iteration 28Q: 3 clusters Score -4925354 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 35926 members 
Entering Unmasked Estep 
Score: -4925386.500000 Penalty: 3168.588135
	Iteration 29Q: 3 clusters Score -4925386 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 36125 members 
Entering Unmasked Estep 
Score: -4925441.500000 Penalty: 3168.588135
	Iteration 30Q: 3 clusters Score -4925442 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 36315 members 
Entering Unmasked Estep 
Score: -4925485.500000 Penalty: 3168.588135
	Iteration 31Q: 3 clusters Score -4925486 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 36510 members 
Entering Unmasked Estep 
Score: -4925535.000000 Penalty: 3168.588135
	Iteration 32Q: 3 clusters Score -4925535 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 36711 members 
Entering Unmasked Estep 
Score: -4925578.000000 Penalty: 3168.588135
	Iteration 33Q: 3 clusters Score -4925578 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 36890 members 
Entering Unmasked Estep 
Score: -4925604.500000 Penalty: 3168.588135
	Iteration 34Q: 3 clusters Score -4925604 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 37057 members 
Entering Unmasked Estep 
Score: -4925637.000000 Penalty: 3168.588135
	Iteration 35Q: 3 clusters Score -4925637 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 37213 members 
Entering Unmasked Estep 
Score: -4925680.500000 Penalty: 3168.588135
	Iteration 36Q: 3 clusters Score -4925680 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 37371 members 
Entering Unmasked Estep 
Score: -4925717.000000 Penalty: 3168.588135
	Iteration 37Q: 3 clusters Score -4925717 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 37531 members 
Entering Unmasked Estep 
Score: -4925732.500000 Penalty: 3168.588135
	Iteration 38Q: 3 clusters Score -4925732 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 37689 members 
Entering Unmasked Estep 
Score: -4925766.000000 Penalty: 3168.588135
	Iteration 39Q: 3 clusters Score -4925766 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 37850 members 
Entering Unmasked Estep 
Score: -4925814.500000 Penalty: 3168.588135
	Iteration 40F: 3 clusters Score -4925814 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 38010 members 
Entering Unmasked Estep 
Score: -4925822.500000 Penalty: 3168.588135
	Iteration 41Q: 3 clusters Score -4925822 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 38175 members 
Entering Unmasked Estep 
Score: -4925877.500000 Penalty: 3168.588135
	Iteration 42Q: 3 clusters Score -4925878 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 38325 members 
Entering Unmasked Estep 
Score: -4925903.000000 Penalty: 3168.588135
	Iteration 43Q: 3 clusters Score -4925903 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 38481 members 
Entering Unmasked Estep 
Score: -4925941.000000 Penalty: 3168.588135
	Iteration 44Q: 3 clusters Score -4925941 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 38653 members 
Entering Unmasked Estep 
Score: -4925996.500000 Penalty: 3168.588135
	Iteration 45Q: 3 clusters Score -4925996 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 38850 members 
Entering Unmasked Estep 
Score: -4926057.500000 Penalty: 3168.588135
	Iteration 46Q: 3 clusters Score -4926058 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 39040 members 
Entering Unmasked Estep 
Score: -4926123.500000 Penalty: 3168.588135
	Iteration 47Q: 3 clusters Score -4926124 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 39238 members 
Entering Unmasked Estep 
Score: -4926214.500000 Penalty: 3168.588135
	Iteration 48Q: 3 clusters Score -4926214 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 39429 members 
Entering Unmasked Estep 
Score: -4926278.500000 Penalty: 3168.588135
	Iteration 49Q: 3 clusters Score -4926278 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 39621 members 
Entering Unmasked Estep 
Score: -4926361.000000 Penalty: 3168.588135
	Iteration 50Q: 3 clusters Score -4926361 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 39794 members 
Entering Unmasked Estep 
Score: -4926427.500000 Penalty: 3168.588135
	Iteration 51Q: 3 clusters Score -4926428 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 39932 members 
Entering Unmasked Estep 
Score: -4926496.000000 Penalty: 3168.588135
	Iteration 52Q: 3 clusters Score -4926496 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 40057 members 
Entering Unmasked Estep 
Score: -4926523.000000 Penalty: 3168.588135
	Iteration 53Q: 3 clusters Score -4926523 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 40169 members 
Entering Unmasked Estep 
Score: -4926556.500000 Penalty: 3168.588135
	Iteration 54Q: 3 clusters Score -4926556 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 40273 members 
Entering Unmasked Estep 
Score: -4926582.500000 Penalty: 3168.588135
	Iteration 55Q: 3 clusters Score -4926582 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 40364 members 
Entering Unmasked Estep 
Score: -4926621.000000 Penalty: 3168.588135
	Iteration 56Q: 3 clusters Score -4926621 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 40435 members 
Entering Unmasked Estep 
Score: -4926654.500000 Penalty: 3168.588135
	Iteration 57Q: 3 clusters Score -4926654 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 40499 members 
Entering Unmasked Estep 
Score: -4926670.000000 Penalty: 3168.588135
	Iteration 58Q: 3 clusters Score -4926670 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 40562 members 
Entering Unmasked Estep 
Score: -4926674.500000 Penalty: 3168.588135
	Iteration 59Q: 3 clusters Score -4926674 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 40609 members 
Entering Unmasked Estep 
Score: -4926698.000000 Penalty: 3168.588135
	Iteration 60F: 3 clusters Score -4926698 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 40654 members 
Entering Unmasked Estep 
Score: -4926711.500000 Penalty: 3168.588135
	Iteration 61Q: 3 clusters Score -4926712 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 40695 members 
Entering Unmasked Estep 
Score: -4926717.000000 Penalty: 3168.588135
	Iteration 62Q: 3 clusters Score -4926717 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 40737 members 
Entering Unmasked Estep 
Score: -4926754.000000 Penalty: 3168.588135
	Iteration 63Q: 3 clusters Score -4926754 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 40779 members 
Entering Unmasked Estep 
Score: -4926770.000000 Penalty: 3168.588135
	Iteration 64Q: 3 clusters Score -4926770 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 40825 members 
Entering Unmasked Estep 
Score: -4926787.000000 Penalty: 3168.588135
	Iteration 65Q: 3 clusters Score -4926787 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 40852 members 
Entering Unmasked Estep 
Score: -4926810.000000 Penalty: 3168.588135
	Iteration 66Q: 3 clusters Score -4926810 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 40876 members 
Entering Unmasked Estep 
Score: -4926815.500000 Penalty: 3168.588135
	Iteration 67Q: 3 clusters Score -4926816 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 40899 members 
Entering Unmasked Estep 
Score: -4926824.500000 Penalty: 3168.588135
	Iteration 68Q: 3 clusters Score -4926824 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 40920 members 
Entering Unmasked Estep 
Score: -4926834.000000 Penalty: 3168.588135
	Iteration 69Q: 3 clusters Score -4926834 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 40937 members 
Entering Unmasked Estep 
Score: -4926835.500000 Penalty: 3168.588135
	Iteration 70Q: 3 clusters Score -4926836 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 40952 members 
Entering Unmasked Estep 
Score: -4926843.000000 Penalty: 3168.588135
	Iteration 71Q: 3 clusters Score -4926843 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 40967 members 
Entering Unmasked Estep 
Score: -4926852.500000 Penalty: 3168.588135
	Iteration 72Q: 3 clusters Score -4926852 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 40979 members 
Entering Unmasked Estep 
Score: -4926847.500000 Penalty: 3168.588135
	Iteration 73Q: 3 clusters Score -4926848 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 40994 members 
Entering Unmasked Estep 
Score: -4926851.500000 Penalty: 3168.588135
	Iteration 74Q: 3 clusters Score -4926852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 41001 members 
Entering Unmasked Estep 
Score: -4926849.500000 Penalty: 3168.588135
	Iteration 75Q: 3 clusters Score -4926850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 41007 members 
Entering Unmasked Estep 
Score: -4926854.500000 Penalty: 3168.588135
	Iteration 76Q: 3 clusters Score -4926854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 41012 members 
Entering Unmasked Estep 
Score: -4926857.500000 Penalty: 3168.588135
	Iteration 77Q: 3 clusters Score -4926858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 41016 members 
Entering Unmasked Estep 
Score: -4926855.500000 Penalty: 3168.588135
	Iteration 78Q: 3 clusters Score -4926856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 41018 members 
Entering Unmasked Estep 
Score: -4926856.500000 Penalty: 3168.588135
	Iteration 79Q: 3 clusters Score -4926856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 41020 members 
Entering Unmasked Estep 
Score: -4926865.000000 Penalty: 3168.588135
	Iteration 80F: 3 clusters Score -4926865 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (28493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28493 members 
Entering Unmasked Estep 
Score: -3420413.500000 Penalty: 1526.303223
	Iteration 0F: 2 clusters Score -3420414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -3401779.500000 Penalty: 3052.606445
	Iteration 0F: 3 clusters Score -3401780 nChanged 12857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -3408743.750000 Penalty: 3052.606445
	Iteration 1F: 3 clusters Score -3408744 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -3409331.750000 Penalty: 3052.606445
	Iteration 2F: 3 clusters Score -3409332 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -3410163.000000 Penalty: 3052.606445
	Iteration 3F: 3 clusters Score -3410163 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -3411719.500000 Penalty: 3052.606445
	Iteration 4F: 3 clusters Score -3411720 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -3414157.000000 Penalty: 3052.606445
	Iteration 5F: 3 clusters Score -3414157 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -3416959.000000 Penalty: 3052.606445
	Iteration 6F: 3 clusters Score -3416959 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -3419227.250000 Penalty: 3052.606445
	Iteration 7F: 3 clusters Score -3419227 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -3420768.500000 Penalty: 3052.606445
	Iteration 8F: 3 clusters Score -3420768 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -3421718.750000 Penalty: 3052.606445
	Iteration 9Q: 3 clusters Score -3421719 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -3422251.750000 Penalty: 3052.606445
	Iteration 10Q: 3 clusters Score -3422252 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -3422573.750000 Penalty: 3052.606445
	Iteration 11Q: 3 clusters Score -3422574 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -3422751.500000 Penalty: 3052.606445
	Iteration 12Q: 3 clusters Score -3422752 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -3422882.000000 Penalty: 3052.606445
	Iteration 13Q: 3 clusters Score -3422882 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -3423005.250000 Penalty: 3052.606445
	Iteration 14Q: 3 clusters Score -3423005 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -3423065.250000 Penalty: 3052.606445
	Iteration 15Q: 3 clusters Score -3423065 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -3423125.750000 Penalty: 3052.606445
	Iteration 16Q: 3 clusters Score -3423126 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -3423196.000000 Penalty: 3052.606445
	Iteration 17Q: 3 clusters Score -3423196 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -3423261.250000 Penalty: 3052.606445
	Iteration 18Q: 3 clusters Score -3423261 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -3423301.500000 Penalty: 3052.606445
	Iteration 19Q: 3 clusters Score -3423302 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -3423373.250000 Penalty: 3052.606445
	Iteration 20F: 3 clusters Score -3423373 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -3423428.750000 Penalty: 3052.606445
	Iteration 21Q: 3 clusters Score -3423429 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -3423473.750000 Penalty: 3052.606445
	Iteration 22Q: 3 clusters Score -3423474 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -3423509.500000 Penalty: 3052.606445
	Iteration 23Q: 3 clusters Score -3423510 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -3423536.000000 Penalty: 3052.606445
	Iteration 24Q: 3 clusters Score -3423536 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -3423556.750000 Penalty: 3052.606445
	Iteration 25Q: 3 clusters Score -3423557 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -3423580.500000 Penalty: 3052.606445
	Iteration 26Q: 3 clusters Score -3423580 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -3423598.000000 Penalty: 3052.606445
	Iteration 27Q: 3 clusters Score -3423598 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -3423624.750000 Penalty: 3052.606445
	Iteration 28Q: 3 clusters Score -3423625 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -3423661.000000 Penalty: 3052.606445
	Iteration 29Q: 3 clusters Score -3423661 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -3423688.750000 Penalty: 3052.606445
	Iteration 30Q: 3 clusters Score -3423689 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 18537 members 
Entering Unmasked Estep 
Score: -3423717.250000 Penalty: 3052.606445
	Iteration 31Q: 3 clusters Score -3423717 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -3423739.000000 Penalty: 3052.606445
	Iteration 32Q: 3 clusters Score -3423739 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -3423775.000000 Penalty: 3052.606445
	Iteration 33Q: 3 clusters Score -3423775 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -3423805.000000 Penalty: 3052.606445
	Iteration 34Q: 3 clusters Score -3423805 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -3423811.500000 Penalty: 3052.606445
	Iteration 35Q: 3 clusters Score -3423812 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -3423835.000000 Penalty: 3052.606445
	Iteration 36Q: 3 clusters Score -3423835 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -3423869.750000 Penalty: 3052.606445
	Iteration 37Q: 3 clusters Score -3423870 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -3423897.000000 Penalty: 3052.606445
	Iteration 38Q: 3 clusters Score -3423897 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -3423922.250000 Penalty: 3052.606445
	Iteration 39Q: 3 clusters Score -3423922 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 19770 members 
Entering Unmasked Estep 
Score: -3423939.000000 Penalty: 3052.606445
	Iteration 40F: 3 clusters Score -3423939 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 19878 members 
Entering Unmasked Estep 
Score: -3423969.000000 Penalty: 3052.606445
	Iteration 41Q: 3 clusters Score -3423969 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -3423999.500000 Penalty: 3052.606445
	Iteration 42Q: 3 clusters Score -3424000 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
Score: -3424022.000000 Penalty: 3052.606445
	Iteration 43Q: 3 clusters Score -3424022 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 20276 members 
Entering Unmasked Estep 
Score: -3424054.500000 Penalty: 3052.606445
	Iteration 44Q: 3 clusters Score -3424054 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -3424090.250000 Penalty: 3052.606445
	Iteration 45Q: 3 clusters Score -3424090 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
Score: -3424130.000000 Penalty: 3052.606445
	Iteration 46Q: 3 clusters Score -3424130 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -3424165.000000 Penalty: 3052.606445
	Iteration 47Q: 3 clusters Score -3424165 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -3424196.750000 Penalty: 3052.606445
	Iteration 48Q: 3 clusters Score -3424197 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -3424218.750000 Penalty: 3052.606445
	Iteration 49Q: 3 clusters Score -3424219 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 21064 members 
Entering Unmasked Estep 
Score: -3424250.000000 Penalty: 3052.606445
	Iteration 50Q: 3 clusters Score -3424250 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -3424253.250000 Penalty: 3052.606445
	Iteration 51Q: 3 clusters Score -3424253 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 21184 members 
Entering Unmasked Estep 
Score: -3424259.500000 Penalty: 3052.606445
	Iteration 52Q: 3 clusters Score -3424260 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -3424266.750000 Penalty: 3052.606445
	Iteration 53Q: 3 clusters Score -3424267 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 21272 members 
Entering Unmasked Estep 
Score: -3424268.250000 Penalty: 3052.606445
	Iteration 54Q: 3 clusters Score -3424268 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 21306 members 
Entering Unmasked Estep 
Score: -3424274.250000 Penalty: 3052.606445
	Iteration 55Q: 3 clusters Score -3424274 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 21329 members 
Entering Unmasked Estep 
Score: -3424271.250000 Penalty: 3052.606445
	Iteration 56Q: 3 clusters Score -3424271 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -3424271.250000 Penalty: 3052.606445
	Iteration 57Q: 3 clusters Score -3424271 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 21365 members 
Entering Unmasked Estep 
Score: -3424271.750000 Penalty: 3052.606445
	Iteration 58Q: 3 clusters Score -3424272 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -3424275.500000 Penalty: 3052.606445
	Iteration 59Q: 3 clusters Score -3424276 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 21396 members 
Entering Unmasked Estep 
Score: -3424266.250000 Penalty: 3052.606445
	Iteration 60F: 3 clusters Score -3424266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 21404 members 
Entering Unmasked Estep 
Score: -3424266.500000 Penalty: 3052.606445
	Iteration 61Q: 3 clusters Score -3424266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -3424269.750000 Penalty: 3052.606445
	Iteration 62Q: 3 clusters Score -3424270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 21418 members 
Entering Unmasked Estep 
Score: -3424270.750000 Penalty: 3052.606445
	Iteration 63Q: 3 clusters Score -3424271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -3424277.000000 Penalty: 3052.606445
	Iteration 64Q: 3 clusters Score -3424277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -3424274.250000 Penalty: 3052.606445
	Iteration 65Q: 3 clusters Score -3424274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 21429 members 
Entering Unmasked Estep 
Score: -3424273.000000 Penalty: 3052.606445
	Iteration 66Q: 3 clusters Score -3424273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -3424277.000000 Penalty: 3052.606445
	Iteration 67Q: 3 clusters Score -3424277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -3424277.000000 Penalty: 3052.606445
	Iteration 68F: 3 clusters Score -3424277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 882 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1394 members 
Mstep: Class 3 contains 47103 members 
Mstep: Class 4 contains 2620 members 
Mstep: Class 5 contains 72422 members 
Mstep: Class 6 contains 66201 members 
Mstep: Class 7 contains 42072 members 
Mstep: Class 8 contains 7063 members 
Mstep: Class 9 contains 87421 members 
Mstep: Class 10 contains 14595 members 
Mstep: Class 11 contains 3701 members 
Mstep: Class 12 contains 532 members 
Mstep: Class 13 contains 33112 members 
Mstep: Class 14 contains 5679 members 
Mstep: Class 15 contains 359 members 
Mstep: Class 16 contains 53321 members 
Mstep: Class 17 contains 18577 members 
Mstep: Class 18 contains 57161 members 
Mstep: Class 19 contains 34760 members 
Mstep: Class 20 contains 1658 members 
Mstep: Class 21 contains 92131 members 
Mstep: Class 22 contains 21430 members 
Entering Unmasked Estep 
Score: -80784840.000000 Penalty: 43900.324219
Splitting cluster 8 changes total score from -80765776.000000 to -80784840.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 9 (87421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87421 members 
Entering Unmasked Estep 
Score: -10885273.000000 Penalty: 1693.119385
	Iteration 0F: 2 clusters Score -1.088527e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43670 members 
Mstep: Class 2 contains 43751 members 
Entering Unmasked Estep 
Score: -10840138.000000 Penalty: 3386.238770
	Iteration 0F: 3 clusters Score -1.084014e+07 nChanged 41083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43899 members 
Mstep: Class 2 contains 43522 members 
Entering Unmasked Estep 
Score: -10863423.000000 Penalty: 3386.238770
	Iteration 1F: 3 clusters Score -1.086342e+07 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44490 members 
Mstep: Class 2 contains 42931 members 
Entering Unmasked Estep 
Score: -10864286.000000 Penalty: 3386.238770
	Iteration 2Q: 3 clusters Score -1.086429e+07 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45413 members 
Mstep: Class 2 contains 42008 members 
Entering Unmasked Estep 
Score: -10865358.000000 Penalty: 3386.238770
	Iteration 3Q: 3 clusters Score -1.086536e+07 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46574 members 
Mstep: Class 2 contains 40847 members 
Entering Unmasked Estep 
Score: -10866374.000000 Penalty: 3386.238770
	Iteration 4Q: 3 clusters Score -1.086637e+07 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48244 members 
Mstep: Class 2 contains 39177 members 
Entering Unmasked Estep 
Score: -10867798.000000 Penalty: 3386.238770
	Iteration 5Q: 3 clusters Score -1.08678e+07 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50439 members 
Mstep: Class 2 contains 36982 members 
Entering Unmasked Estep 
Score: -10869516.000000 Penalty: 3386.238770
	Iteration 6F: 3 clusters Score -1.086952e+07 nChanged 4802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52935 members 
Mstep: Class 2 contains 34486 members 
Entering Unmasked Estep 
Score: -10871399.000000 Penalty: 3386.238770
	Iteration 7F: 3 clusters Score -1.08714e+07 nChanged 4972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55427 members 
Mstep: Class 2 contains 31994 members 
Entering Unmasked Estep 
Score: -10873724.000000 Penalty: 3386.238770
	Iteration 8F: 3 clusters Score -1.087372e+07 nChanged 4785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57458 members 
Mstep: Class 2 contains 29963 members 
Entering Unmasked Estep 
Score: -10876236.000000 Penalty: 3386.238770
	Iteration 9F: 3 clusters Score -1.087624e+07 nChanged 4474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58740 members 
Mstep: Class 2 contains 28681 members 
Entering Unmasked Estep 
Score: -10878713.000000 Penalty: 3386.238770
	Iteration 10F: 3 clusters Score -1.087871e+07 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59245 members 
Mstep: Class 2 contains 28176 members 
Entering Unmasked Estep 
Score: -10880160.000000 Penalty: 3386.238770
	Iteration 11Q: 3 clusters Score -1.088016e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59349 members 
Mstep: Class 2 contains 28072 members 
Entering Unmasked Estep 
Score: -10880733.000000 Penalty: 3386.238770
	Iteration 12Q: 3 clusters Score -1.088073e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59301 members 
Mstep: Class 2 contains 28120 members 
Entering Unmasked Estep 
Score: -10880794.000000 Penalty: 3386.238770
	Iteration 13Q: 3 clusters Score -1.088079e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59196 members 
Mstep: Class 2 contains 28225 members 
Entering Unmasked Estep 
Score: -10880751.000000 Penalty: 3386.238770
	Iteration 14Q: 3 clusters Score -1.088075e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59069 members 
Mstep: Class 2 contains 28352 members 
Entering Unmasked Estep 
Score: -10880784.000000 Penalty: 3386.238770
	Iteration 15Q: 3 clusters Score -1.088078e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58895 members 
Mstep: Class 2 contains 28526 members 
Entering Unmasked Estep 
Score: -10880723.000000 Penalty: 3386.238770
	Iteration 16Q: 3 clusters Score -1.088072e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58641 members 
Mstep: Class 2 contains 28780 members 
Entering Unmasked Estep 
Score: -10880742.000000 Penalty: 3386.238770
	Iteration 17Q: 3 clusters Score -1.088074e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58258 members 
Mstep: Class 2 contains 29163 members 
Entering Unmasked Estep 
Score: -10880727.000000 Penalty: 3386.238770
	Iteration 18Q: 3 clusters Score -1.088073e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57812 members 
Mstep: Class 2 contains 29609 members 
Entering Unmasked Estep 
Score: -10880676.000000 Penalty: 3386.238770
	Iteration 19Q: 3 clusters Score -1.088068e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57228 members 
Mstep: Class 2 contains 30193 members 
Entering Unmasked Estep 
Score: -10880680.000000 Penalty: 3386.238770
	Iteration 20F: 3 clusters Score -1.088068e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56536 members 
Mstep: Class 2 contains 30885 members 
Entering Unmasked Estep 
Score: -10880728.000000 Penalty: 3386.238770
	Iteration 21Q: 3 clusters Score -1.088073e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55741 members 
Mstep: Class 2 contains 31680 members 
Entering Unmasked Estep 
Score: -10880767.000000 Penalty: 3386.238770
	Iteration 22Q: 3 clusters Score -1.088077e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54924 members 
Mstep: Class 2 contains 32497 members 
Entering Unmasked Estep 
Score: -10880841.000000 Penalty: 3386.238770
	Iteration 23Q: 3 clusters Score -1.088084e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53966 members 
Mstep: Class 2 contains 33455 members 
Entering Unmasked Estep 
Score: -10880848.000000 Penalty: 3386.238770
	Iteration 24Q: 3 clusters Score -1.088085e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52920 members 
Mstep: Class 2 contains 34501 members 
Entering Unmasked Estep 
Score: -10880963.000000 Penalty: 3386.238770
	Iteration 25Q: 3 clusters Score -1.088096e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51757 members 
Mstep: Class 2 contains 35664 members 
Entering Unmasked Estep 
Score: -10881136.000000 Penalty: 3386.238770
	Iteration 26Q: 3 clusters Score -1.088114e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50448 members 
Mstep: Class 2 contains 36973 members 
Entering Unmasked Estep 
Score: -10881358.000000 Penalty: 3386.238770
	Iteration 27Q: 3 clusters Score -1.088136e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48936 members 
Mstep: Class 2 contains 38485 members 
Entering Unmasked Estep 
Score: -10881613.000000 Penalty: 3386.238770
	Iteration 28Q: 3 clusters Score -1.088161e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47224 members 
Mstep: Class 2 contains 40197 members 
Entering Unmasked Estep 
Score: -10881875.000000 Penalty: 3386.238770
	Iteration 29Q: 3 clusters Score -1.088188e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45369 members 
Mstep: Class 2 contains 42052 members 
Entering Unmasked Estep 
Score: -10882094.000000 Penalty: 3386.238770
	Iteration 30Q: 3 clusters Score -1.088209e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43367 members 
Mstep: Class 2 contains 44054 members 
Entering Unmasked Estep 
Score: -10882258.000000 Penalty: 3386.238770
	Iteration 31Q: 3 clusters Score -1.088226e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41268 members 
Mstep: Class 2 contains 46153 members 
Entering Unmasked Estep 
Score: -10882424.000000 Penalty: 3386.238770
	Iteration 32Q: 3 clusters Score -1.088242e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39111 members 
Mstep: Class 2 contains 48310 members 
Entering Unmasked Estep 
Score: -10882539.000000 Penalty: 3386.238770
	Iteration 33Q: 3 clusters Score -1.088254e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37025 members 
Mstep: Class 2 contains 50396 members 
Entering Unmasked Estep 
Score: -10882585.000000 Penalty: 3386.238770
	Iteration 34Q: 3 clusters Score -1.088258e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35118 members 
Mstep: Class 2 contains 52303 members 
Entering Unmasked Estep 
Score: -10882478.000000 Penalty: 3386.238770
	Iteration 35Q: 3 clusters Score -1.088248e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33426 members 
Mstep: Class 2 contains 53995 members 
Entering Unmasked Estep 
Score: -10882418.000000 Penalty: 3386.238770
	Iteration 36Q: 3 clusters Score -1.088242e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31697 members 
Mstep: Class 2 contains 55724 members 
Entering Unmasked Estep 
Score: -10882338.000000 Penalty: 3386.238770
	Iteration 37Q: 3 clusters Score -1.088234e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29905 members 
Mstep: Class 2 contains 57516 members 
Entering Unmasked Estep 
Score: -10882246.000000 Penalty: 3386.238770
	Iteration 38Q: 3 clusters Score -1.088225e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28106 members 
Mstep: Class 2 contains 59315 members 
Entering Unmasked Estep 
Score: -10882119.000000 Penalty: 3386.238770
	Iteration 39Q: 3 clusters Score -1.088212e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26381 members 
Mstep: Class 2 contains 61040 members 
Entering Unmasked Estep 
Score: -10882585.000000 Penalty: 3386.238770
	Iteration 40F: 3 clusters Score -1.088258e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23936 members 
Mstep: Class 2 contains 63485 members 
Entering Unmasked Estep 
Score: -10882987.000000 Penalty: 3386.238770
	Iteration 41Q: 3 clusters Score -1.088299e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21365 members 
Mstep: Class 2 contains 66056 members 
Entering Unmasked Estep 
Score: -10883379.000000 Penalty: 3386.238770
	Iteration 42Q: 3 clusters Score -1.088338e+07 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 68700 members 
Entering Unmasked Estep 
Score: -10883927.000000 Penalty: 3386.238770
	Iteration 43Q: 3 clusters Score -1.088393e+07 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 71409 members 
Entering Unmasked Estep 
Score: -10884362.000000 Penalty: 3386.238770
	Iteration 44Q: 3 clusters Score -1.088436e+07 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 74137 members 
Entering Unmasked Estep 
Score: -10884777.000000 Penalty: 3386.238770
	Iteration 45Q: 3 clusters Score -1.088478e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 76819 members 
Entering Unmasked Estep 
Score: -10885036.000000 Penalty: 3386.238770
	Iteration 46Q: 3 clusters Score -1.088504e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 79304 members 
Entering Unmasked Estep 
Score: -10885035.000000 Penalty: 3386.238770
	Iteration 47Q: 3 clusters Score -1.088504e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 81400 members 
Entering Unmasked Estep 
Score: -10884944.000000 Penalty: 3386.238770
	Iteration 48Q: 3 clusters Score -1.088494e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 82957 members 
Entering Unmasked Estep 
Score: -10884765.000000 Penalty: 3386.238770
	Iteration 49Q: 3 clusters Score -1.088476e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 84104 members 
Entering Unmasked Estep 
Score: -10884696.000000 Penalty: 3386.238770
	Iteration 50Q: 3 clusters Score -1.08847e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 84873 members 
Entering Unmasked Estep 
Score: -10884634.000000 Penalty: 3386.238770
	Iteration 51Q: 3 clusters Score -1.088463e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 85416 members 
Entering Unmasked Estep 
Score: -10884560.000000 Penalty: 3386.238770
	Iteration 52Q: 3 clusters Score -1.088456e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 85796 members 
Entering Unmasked Estep 
Score: -10884515.000000 Penalty: 3386.238770
	Iteration 53Q: 3 clusters Score -1.088452e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 86045 members 
Entering Unmasked Estep 
Score: -10884490.000000 Penalty: 3386.238770
	Iteration 54Q: 3 clusters Score -1.088449e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 86216 members 
Entering Unmasked Estep 
Score: -10884514.000000 Penalty: 3386.238770
	Iteration 55Q: 3 clusters Score -1.088451e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 86333 members 
Entering Unmasked Estep 
Score: -10884507.000000 Penalty: 3386.238770
	Iteration 56Q: 3 clusters Score -1.088451e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 86427 members 
Entering Unmasked Estep 
Score: -10884480.000000 Penalty: 3386.238770
	Iteration 57Q: 3 clusters Score -1.088448e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 86492 members 
Entering Unmasked Estep 
Score: -10884492.000000 Penalty: 3386.238770
	Iteration 58Q: 3 clusters Score -1.088449e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 86536 members 
Entering Unmasked Estep 
Score: -10884528.000000 Penalty: 3386.238770
	Iteration 59Q: 3 clusters Score -1.088453e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 86571 members 
Entering Unmasked Estep 
Score: -10884533.000000 Penalty: 3386.238770
	Iteration 60F: 3 clusters Score -1.088453e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 86596 members 
Entering Unmasked Estep 
Score: -10884525.000000 Penalty: 3386.238770
	Iteration 61Q: 3 clusters Score -1.088452e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 86623 members 
Entering Unmasked Estep 
Score: -10884539.000000 Penalty: 3386.238770
	Iteration 62Q: 3 clusters Score -1.088454e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 86637 members 
Entering Unmasked Estep 
Score: -10884536.000000 Penalty: 3386.238770
	Iteration 63Q: 3 clusters Score -1.088454e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 86657 members 
Entering Unmasked Estep 
Score: -10884513.000000 Penalty: 3386.238770
	Iteration 64Q: 3 clusters Score -1.088451e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 86676 members 
Entering Unmasked Estep 
Score: -10884521.000000 Penalty: 3386.238770
	Iteration 65Q: 3 clusters Score -1.088452e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 86691 members 
Entering Unmasked Estep 
Score: -10884506.000000 Penalty: 3386.238770
	Iteration 66Q: 3 clusters Score -1.088451e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 86708 members 
Entering Unmasked Estep 
Score: -10884520.000000 Penalty: 3386.238770
	Iteration 67Q: 3 clusters Score -1.088452e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 86728 members 
Entering Unmasked Estep 
Score: -10884537.000000 Penalty: 3386.238770
	Iteration 68Q: 3 clusters Score -1.088454e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 86738 members 
Entering Unmasked Estep 
Score: -10884531.000000 Penalty: 3386.238770
	Iteration 69Q: 3 clusters Score -1.088453e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 86748 members 
Entering Unmasked Estep 
Score: -10884546.000000 Penalty: 3386.238770
	Iteration 70Q: 3 clusters Score -1.088455e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 86756 members 
Entering Unmasked Estep 
Score: -10884560.000000 Penalty: 3386.238770
	Iteration 71Q: 3 clusters Score -1.088456e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 86763 members 
Entering Unmasked Estep 
Score: -10884550.000000 Penalty: 3386.238770
	Iteration 72Q: 3 clusters Score -1.088455e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 86768 members 
Entering Unmasked Estep 
Score: -10884546.000000 Penalty: 3386.238770
	Iteration 73Q: 3 clusters Score -1.088455e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 86773 members 
Entering Unmasked Estep 
Score: -10884548.000000 Penalty: 3386.238770
	Iteration 74Q: 3 clusters Score -1.088455e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 86775 members 
Entering Unmasked Estep 
Score: -10884535.000000 Penalty: 3386.238770
	Iteration 75Q: 3 clusters Score -1.088454e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 86778 members 
Entering Unmasked Estep 
Score: -10884542.000000 Penalty: 3386.238770
	Iteration 76Q: 3 clusters Score -1.088454e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 86780 members 
Entering Unmasked Estep 
Score: -10884542.000000 Penalty: 3386.238770
	Iteration 77Q: 3 clusters Score -1.088454e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 86780 members 
Entering Unmasked Estep 
Score: -10884544.000000 Penalty: 3386.238770
	Iteration 78Q: 3 clusters Score -1.088454e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 86784 members 
Entering Unmasked Estep 
Score: -10884553.000000 Penalty: 3386.238770
	Iteration 79Q: 3 clusters Score -1.088455e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 86787 members 
Entering Unmasked Estep 
Score: -10884546.000000 Penalty: 3386.238770
	Iteration 80F: 3 clusters Score -1.088455e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 86789 members 
Entering Unmasked Estep 
Score: -10884552.000000 Penalty: 3386.238770
	Iteration 81Q: 3 clusters Score -1.088455e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 86792 members 
Entering Unmasked Estep 
Score: -10884548.000000 Penalty: 3386.238770
	Iteration 82Q: 3 clusters Score -1.088455e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 86795 members 
Entering Unmasked Estep 
Score: -10884548.000000 Penalty: 3386.238770
	Iteration 83Q: 3 clusters Score -1.088455e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 86794 members 
Entering Unmasked Estep 
Score: -10884548.000000 Penalty: 3386.238770
	Iteration 84Q: 3 clusters Score -1.088455e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 86796 members 
Entering Unmasked Estep 
Score: -10884540.000000 Penalty: 3386.238770
	Iteration 85Q: 3 clusters Score -1.088454e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 86797 members 
Entering Unmasked Estep 
Score: -10884544.000000 Penalty: 3386.238770
	Iteration 86Q: 3 clusters Score -1.088454e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 86798 members 
Entering Unmasked Estep 
Score: -10884550.000000 Penalty: 3386.238770
	Iteration 87Q: 3 clusters Score -1.088455e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 86799 members 
Entering Unmasked Estep 
Score: -10884548.000000 Penalty: 3386.238770
	Iteration 88Q: 3 clusters Score -1.088455e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 86799 members 
Entering Unmasked Estep 
Score: -10884548.000000 Penalty: 3386.238770
	Iteration 89F: 3 clusters Score -1.088455e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (14595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Entering Unmasked Estep 
Score: -1754684.125000 Penalty: 1426.759033
	Iteration 0F: 2 clusters Score -1754684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1745092.000000 Penalty: 2853.518066
	Iteration 0F: 3 clusters Score -1745092 nChanged 6316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1748896.875000 Penalty: 2853.518066
	Iteration 1F: 3 clusters Score -1748897 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1749765.375000 Penalty: 2853.518066
	Iteration 2F: 3 clusters Score -1749765 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1750655.750000 Penalty: 2853.518066
	Iteration 3F: 3 clusters Score -1750656 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1751585.375000 Penalty: 2853.518066
	Iteration 4F: 3 clusters Score -1751585 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1752428.000000 Penalty: 2853.518066
	Iteration 5F: 3 clusters Score -1752428 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1753010.500000 Penalty: 2853.518066
	Iteration 6F: 3 clusters Score -1753010 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -1753398.625000 Penalty: 2853.518066
	Iteration 7Q: 3 clusters Score -1753399 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1753651.000000 Penalty: 2853.518066
	Iteration 8Q: 3 clusters Score -1753651 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1753814.125000 Penalty: 2853.518066
	Iteration 9Q: 3 clusters Score -1753814 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1753925.750000 Penalty: 2853.518066
	Iteration 10Q: 3 clusters Score -1753926 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1753987.875000 Penalty: 2853.518066
	Iteration 11Q: 3 clusters Score -1753988 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -1754028.250000 Penalty: 2853.518066
	Iteration 12Q: 3 clusters Score -1754028 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -1754066.250000 Penalty: 2853.518066
	Iteration 13Q: 3 clusters Score -1754066 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1754097.125000 Penalty: 2853.518066
	Iteration 14Q: 3 clusters Score -1754097 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1754132.750000 Penalty: 2853.518066
	Iteration 15Q: 3 clusters Score -1754133 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1754153.375000 Penalty: 2853.518066
	Iteration 16Q: 3 clusters Score -1754153 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -1754186.000000 Penalty: 2853.518066
	Iteration 17Q: 3 clusters Score -1754186 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1754207.875000 Penalty: 2853.518066
	Iteration 18Q: 3 clusters Score -1754208 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1754221.000000 Penalty: 2853.518066
	Iteration 19Q: 3 clusters Score -1754221 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1754234.000000 Penalty: 2853.518066
	Iteration 20F: 3 clusters Score -1754234 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1754245.625000 Penalty: 2853.518066
	Iteration 21Q: 3 clusters Score -1754246 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1754259.750000 Penalty: 2853.518066
	Iteration 22Q: 3 clusters Score -1754260 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1754267.750000 Penalty: 2853.518066
	Iteration 23Q: 3 clusters Score -1754268 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1754277.125000 Penalty: 2853.518066
	Iteration 24Q: 3 clusters Score -1754277 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1754285.250000 Penalty: 2853.518066
	Iteration 25Q: 3 clusters Score -1754285 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1754285.625000 Penalty: 2853.518066
	Iteration 26Q: 3 clusters Score -1754286 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1754290.625000 Penalty: 2853.518066
	Iteration 27Q: 3 clusters Score -1754291 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -1754291.250000 Penalty: 2853.518066
	Iteration 28Q: 3 clusters Score -1754291 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1754295.000000 Penalty: 2853.518066
	Iteration 29Q: 3 clusters Score -1754295 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1754305.625000 Penalty: 2853.518066
	Iteration 30Q: 3 clusters Score -1754306 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1754303.625000 Penalty: 2853.518066
	Iteration 31Q: 3 clusters Score -1754304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -1754302.500000 Penalty: 2853.518066
	Iteration 32Q: 3 clusters Score -1754302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1754301.625000 Penalty: 2853.518066
	Iteration 33Q: 3 clusters Score -1754302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1754301.125000 Penalty: 2853.518066
	Iteration 34Q: 3 clusters Score -1754301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1754301.875000 Penalty: 2853.518066
	Iteration 35Q: 3 clusters Score -1754302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1754301.000000 Penalty: 2853.518066
	Iteration 36Q: 3 clusters Score -1754301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1754303.875000 Penalty: 2853.518066
	Iteration 37Q: 3 clusters Score -1754304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1754303.125000 Penalty: 2853.518066
	Iteration 38Q: 3 clusters Score -1754303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -1754300.250000 Penalty: 2853.518066
	Iteration 39Q: 3 clusters Score -1754300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1754304.250000 Penalty: 2853.518066
	Iteration 40F: 3 clusters Score -1754304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1754300.750000 Penalty: 2853.518066
	Iteration 41Q: 3 clusters Score -1754301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -1754303.875000 Penalty: 2853.518066
	Iteration 42Q: 3 clusters Score -1754304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -1754303.875000 Penalty: 2853.518066
	Iteration 43F: 3 clusters Score -1754304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Entering Unmasked Estep 
Score: -428733.687500 Penalty: 1222.594116
	Iteration 0F: 2 clusters Score -428733.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -425851.375000 Penalty: 2445.188232
	Iteration 0F: 3 clusters Score -425851.4 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -426670.062500 Penalty: 2445.188232
	Iteration 1F: 3 clusters Score -426670.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -426873.218750 Penalty: 2445.188232
	Iteration 2F: 3 clusters Score -426873.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -426983.125000 Penalty: 2445.188232
	Iteration 3F: 3 clusters Score -426983.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -427062.218750 Penalty: 2445.188232
	Iteration 4Q: 3 clusters Score -427062.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -427113.937500 Penalty: 2445.188232
	Iteration 5Q: 3 clusters Score -427113.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -427160.468750 Penalty: 2445.188232
	Iteration 6Q: 3 clusters Score -427160.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -427214.375000 Penalty: 2445.188232
	Iteration 7Q: 3 clusters Score -427214.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -427264.125000 Penalty: 2445.188232
	Iteration 8Q: 3 clusters Score -427264.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -427307.218750 Penalty: 2445.188232
	Iteration 9Q: 3 clusters Score -427307.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -427358.875000 Penalty: 2445.188232
	Iteration 10Q: 3 clusters Score -427358.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -427402.781250 Penalty: 2445.188232
	Iteration 11Q: 3 clusters Score -427402.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -427450.218750 Penalty: 2445.188232
	Iteration 12Q: 3 clusters Score -427450.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -427480.156250 Penalty: 2445.188232
	Iteration 13Q: 3 clusters Score -427480.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -427503.875000 Penalty: 2445.188232
	Iteration 14Q: 3 clusters Score -427503.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -427529.468750 Penalty: 2445.188232
	Iteration 15Q: 3 clusters Score -427529.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -427557.500000 Penalty: 2445.188232
	Iteration 16Q: 3 clusters Score -427557.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -427587.750000 Penalty: 2445.188232
	Iteration 17Q: 3 clusters Score -427587.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -427619.937500 Penalty: 2445.188232
	Iteration 18Q: 3 clusters Score -427619.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -427643.406250 Penalty: 2445.188232
	Iteration 19Q: 3 clusters Score -427643.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -427661.812500 Penalty: 2445.188232
	Iteration 20F: 3 clusters Score -427661.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -427675.156250 Penalty: 2445.188232
	Iteration 21Q: 3 clusters Score -427675.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -427689.437500 Penalty: 2445.188232
	Iteration 22Q: 3 clusters Score -427689.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -427697.625000 Penalty: 2445.188232
	Iteration 23Q: 3 clusters Score -427697.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -427706.968750 Penalty: 2445.188232
	Iteration 24Q: 3 clusters Score -427707 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -427723.062500 Penalty: 2445.188232
	Iteration 25Q: 3 clusters Score -427723.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -427739.625000 Penalty: 2445.188232
	Iteration 26Q: 3 clusters Score -427739.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -427755.718750 Penalty: 2445.188232
	Iteration 27Q: 3 clusters Score -427755.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -427772.218750 Penalty: 2445.188232
	Iteration 28Q: 3 clusters Score -427772.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -427797.531250 Penalty: 2445.188232
	Iteration 29Q: 3 clusters Score -427797.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -427823.562500 Penalty: 2445.188232
	Iteration 30Q: 3 clusters Score -427823.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -427848.406250 Penalty: 2445.188232
	Iteration 31Q: 3 clusters Score -427848.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -427870.437500 Penalty: 2445.188232
	Iteration 32Q: 3 clusters Score -427870.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -427892.312500 Penalty: 2445.188232
	Iteration 33Q: 3 clusters Score -427892.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -427915.343750 Penalty: 2445.188232
	Iteration 34Q: 3 clusters Score -427915.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -427938.812500 Penalty: 2445.188232
	Iteration 35Q: 3 clusters Score -427938.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -427958.406250 Penalty: 2445.188232
	Iteration 36Q: 3 clusters Score -427958.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -427974.937500 Penalty: 2445.188232
	Iteration 37Q: 3 clusters Score -427974.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -427993.656250 Penalty: 2445.188232
	Iteration 38Q: 3 clusters Score -427993.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -428017.312500 Penalty: 2445.188232
	Iteration 39Q: 3 clusters Score -428017.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -428050.281250 Penalty: 2445.188232
	Iteration 40F: 3 clusters Score -428050.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -428090.593750 Penalty: 2445.188232
	Iteration 41Q: 3 clusters Score -428090.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -428135.875000 Penalty: 2445.188232
	Iteration 42Q: 3 clusters Score -428135.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -428179.406250 Penalty: 2445.188232
	Iteration 43Q: 3 clusters Score -428179.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -428219.937500 Penalty: 2445.188232
	Iteration 44Q: 3 clusters Score -428219.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -428255.343750 Penalty: 2445.188232
	Iteration 45Q: 3 clusters Score -428255.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -428292.875000 Penalty: 2445.188232
	Iteration 46Q: 3 clusters Score -428292.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -428318.375000 Penalty: 2445.188232
	Iteration 47Q: 3 clusters Score -428318.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -428341.906250 Penalty: 2445.188232
	Iteration 48Q: 3 clusters Score -428341.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -428365.500000 Penalty: 2445.188232
	Iteration 49Q: 3 clusters Score -428365.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -428392.968750 Penalty: 2445.188232
	Iteration 50Q: 3 clusters Score -428393 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -428412.468750 Penalty: 2445.188232
	Iteration 51Q: 3 clusters Score -428412.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -428426.093750 Penalty: 2445.188232
	Iteration 52Q: 3 clusters Score -428426.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -428439.375000 Penalty: 2445.188232
	Iteration 53Q: 3 clusters Score -428439.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -428449.500000 Penalty: 2445.188232
	Iteration 54Q: 3 clusters Score -428449.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -428460.062500 Penalty: 2445.188232
	Iteration 55Q: 3 clusters Score -428460.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -428471.843750 Penalty: 2445.188232
	Iteration 56Q: 3 clusters Score -428471.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -428481.156250 Penalty: 2445.188232
	Iteration 57Q: 3 clusters Score -428481.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -428496.875000 Penalty: 2445.188232
	Iteration 58Q: 3 clusters Score -428496.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -428511.187500 Penalty: 2445.188232
	Iteration 59Q: 3 clusters Score -428511.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -428525.343750 Penalty: 2445.188232
	Iteration 60F: 3 clusters Score -428525.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -428534.750000 Penalty: 2445.188232
	Iteration 61Q: 3 clusters Score -428534.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -428540.781250 Penalty: 2445.188232
	Iteration 62Q: 3 clusters Score -428540.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -428544.718750 Penalty: 2445.188232
	Iteration 63Q: 3 clusters Score -428544.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -428550.000000 Penalty: 2445.188232
	Iteration 64Q: 3 clusters Score -428550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -428554.781250 Penalty: 2445.188232
	Iteration 65Q: 3 clusters Score -428554.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -428562.562500 Penalty: 2445.188232
	Iteration 66Q: 3 clusters Score -428562.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -428572.000000 Penalty: 2445.188232
	Iteration 67Q: 3 clusters Score -428572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -428579.781250 Penalty: 2445.188232
	Iteration 68Q: 3 clusters Score -428579.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -428588.312500 Penalty: 2445.188232
	Iteration 69Q: 3 clusters Score -428588.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -428591.843750 Penalty: 2445.188232
	Iteration 70Q: 3 clusters Score -428591.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -428597.343750 Penalty: 2445.188232
	Iteration 71Q: 3 clusters Score -428597.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -428608.250000 Penalty: 2445.188232
	Iteration 72Q: 3 clusters Score -428608.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -428617.531250 Penalty: 2445.188232
	Iteration 73Q: 3 clusters Score -428617.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -428621.812500 Penalty: 2445.188232
	Iteration 74Q: 3 clusters Score -428621.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -428628.125000 Penalty: 2445.188232
	Iteration 75Q: 3 clusters Score -428628.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -428635.656250 Penalty: 2445.188232
	Iteration 76Q: 3 clusters Score -428635.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -428643.312500 Penalty: 2445.188232
	Iteration 77Q: 3 clusters Score -428643.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -428647.218750 Penalty: 2445.188232
	Iteration 78Q: 3 clusters Score -428647.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -428651.281250 Penalty: 2445.188232
	Iteration 79Q: 3 clusters Score -428651.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -428651.625000 Penalty: 2445.188232
	Iteration 80F: 3 clusters Score -428651.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -428652.218750 Penalty: 2445.188232
	Iteration 81Q: 3 clusters Score -428652.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -428652.718750 Penalty: 2445.188232
	Iteration 82Q: 3 clusters Score -428652.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -428652.718750 Penalty: 2445.188232
	Iteration 83F: 3 clusters Score -428652.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Entering Unmasked Estep 
Score: -54985.953125 Penalty: 933.964539
	Iteration 0F: 2 clusters Score -54985.95 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 260 members 
Entering Unmasked Estep 
Score: -54208.871094 Penalty: 1867.929077
	Iteration 0F: 3 clusters Score -54208.87 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -54521.421875 Penalty: 1867.929077
	Iteration 1F: 3 clusters Score -54521.42 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -54977.441406 Penalty: 1867.929077
	Iteration 2F: 3 clusters Score -54977.44 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -55539.648438 Penalty: 1867.929077
	Iteration 3F: 3 clusters Score -55539.65 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -56189.949219 Penalty: 1867.929077
	Iteration 4F: 3 clusters Score -56189.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -56403.320312 Penalty: 1867.929077
	Iteration 5Q: 3 clusters Score -56403.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -56433.324219 Penalty: 1867.929077
	Iteration 6Q: 3 clusters Score -56433.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -56439.472656 Penalty: 1867.929077
	Iteration 7Q: 3 clusters Score -56439.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -56439.472656 Penalty: 1867.929077
	Iteration 8F: 3 clusters Score -56439.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 882 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1394 members 
Mstep: Class 3 contains 47103 members 
Mstep: Class 4 contains 2620 members 
Mstep: Class 5 contains 72422 members 
Mstep: Class 6 contains 66201 members 
Mstep: Class 7 contains 42072 members 
Mstep: Class 8 contains 7063 members 
Mstep: Class 9 contains 87421 members 
Mstep: Class 10 contains 14595 members 
Mstep: Class 11 contains 3701 members 
Mstep: Class 12 contains 92 members 
Mstep: Class 13 contains 33112 members 
Mstep: Class 14 contains 5679 members 
Mstep: Class 15 contains 359 members 
Mstep: Class 16 contains 53321 members 
Mstep: Class 17 contains 18577 members 
Mstep: Class 18 contains 57161 members 
Mstep: Class 19 contains 34760 members 
Mstep: Class 20 contains 1658 members 
Mstep: Class 21 contains 92131 members 
Mstep: Class 22 contains 21430 members 
Mstep: Class 23 contains 440 members 
Entering Unmasked Estep 
Score: -80785376.000000 Penalty: 45895.796875
Splitting cluster 12 changes total score from -80765776.000000 to -80785376.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 13 (33112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33112 members 
Entering Unmasked Estep 
Score: -4154039.500000 Penalty: 1548.658447
	Iteration 0F: 2 clusters Score -4154040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -4132425.250000 Penalty: 3097.316895
	Iteration 0F: 3 clusters Score -4132425 nChanged 15041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -4141107.000000 Penalty: 3097.316895
	Iteration 1F: 3 clusters Score -4141107 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -4143279.500000 Penalty: 3097.316895
	Iteration 2F: 3 clusters Score -4143280 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -4150039.000000 Penalty: 3097.316895
	Iteration 3F: 3 clusters Score -4150039 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -4158774.500000 Penalty: 3097.316895
	Iteration 4F: 3 clusters Score -4158774 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -4161045.000000 Penalty: 3097.316895
	Iteration 5F: 3 clusters Score -4161045 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -4161982.000000 Penalty: 3097.316895
	Iteration 6F: 3 clusters Score -4161982 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -4162714.500000 Penalty: 3097.316895
	Iteration 7Q: 3 clusters Score -4162714 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -4163263.500000 Penalty: 3097.316895
	Iteration 8Q: 3 clusters Score -4163264 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19701 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -4163515.000000 Penalty: 3097.316895
	Iteration 9Q: 3 clusters Score -4163515 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -4163664.250000 Penalty: 3097.316895
	Iteration 10Q: 3 clusters Score -4163664 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -4163785.500000 Penalty: 3097.316895
	Iteration 11Q: 3 clusters Score -4163786 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -4163898.250000 Penalty: 3097.316895
	Iteration 12Q: 3 clusters Score -4163898 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -4164000.000000 Penalty: 3097.316895
	Iteration 13Q: 3 clusters Score -4164000 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -4164111.500000 Penalty: 3097.316895
	Iteration 14Q: 3 clusters Score -4164112 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -4164200.250000 Penalty: 3097.316895
	Iteration 15Q: 3 clusters Score -4164200 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22107 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -4164312.000000 Penalty: 3097.316895
	Iteration 16Q: 3 clusters Score -4164312 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -4164436.000000 Penalty: 3097.316895
	Iteration 17Q: 3 clusters Score -4164436 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22878 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -4164568.000000 Penalty: 3097.316895
	Iteration 18Q: 3 clusters Score -4164568 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23290 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -4164694.500000 Penalty: 3097.316895
	Iteration 19Q: 3 clusters Score -4164694 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -4164789.250000 Penalty: 3097.316895
	Iteration 20F: 3 clusters Score -4164789 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24081 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -4164908.500000 Penalty: 3097.316895
	Iteration 21Q: 3 clusters Score -4164908 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24478 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -4165032.250000 Penalty: 3097.316895
	Iteration 22Q: 3 clusters Score -4165032 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24850 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -4165166.000000 Penalty: 3097.316895
	Iteration 23Q: 3 clusters Score -4165166 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25248 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -4165320.000000 Penalty: 3097.316895
	Iteration 24Q: 3 clusters Score -4165320 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25637 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -4165488.500000 Penalty: 3097.316895
	Iteration 25Q: 3 clusters Score -4165488 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26035 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -4165717.000000 Penalty: 3097.316895
	Iteration 26Q: 3 clusters Score -4165717 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26470 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -4166040.500000 Penalty: 3097.316895
	Iteration 27Q: 3 clusters Score -4166040 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26903 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -4166511.250000 Penalty: 3097.316895
	Iteration 28Q: 3 clusters Score -4166511 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27347 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -4167270.000000 Penalty: 3097.316895
	Iteration 29Q: 3 clusters Score -4167270 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27682 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -4167854.750000 Penalty: 3097.316895
	Iteration 30Q: 3 clusters Score -4167855 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27886 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -4168069.000000 Penalty: 3097.316895
	Iteration 31Q: 3 clusters Score -4168069 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27994 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -4168133.750000 Penalty: 3097.316895
	Iteration 32Q: 3 clusters Score -4168134 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28040 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -4168148.250000 Penalty: 3097.316895
	Iteration 33Q: 3 clusters Score -4168148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28051 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -4168156.750000 Penalty: 3097.316895
	Iteration 34Q: 3 clusters Score -4168157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28054 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -4168153.250000 Penalty: 3097.316895
	Iteration 35Q: 3 clusters Score -4168153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28057 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -4168150.250000 Penalty: 3097.316895
	Iteration 36Q: 3 clusters Score -4168150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28058 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -4168145.000000 Penalty: 3097.316895
	Iteration 37Q: 3 clusters Score -4168145 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28058 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -4168145.000000 Penalty: 3097.316895
	Iteration 38F: 3 clusters Score -4168145 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 882 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1394 members 
Mstep: Class 3 contains 47103 members 
Mstep: Class 4 contains 2620 members 
Mstep: Class 5 contains 72422 members 
Mstep: Class 6 contains 66201 members 
Mstep: Class 7 contains 42072 members 
Mstep: Class 8 contains 7063 members 
Mstep: Class 9 contains 87421 members 
Mstep: Class 10 contains 14595 members 
Mstep: Class 11 contains 3701 members 
Mstep: Class 12 contains 92 members 
Mstep: Class 13 contains 28058 members 
Mstep: Class 14 contains 5679 members 
Mstep: Class 15 contains 359 members 
Mstep: Class 16 contains 53321 members 
Mstep: Class 17 contains 18577 members 
Mstep: Class 18 contains 57161 members 
Mstep: Class 19 contains 34760 members 
Mstep: Class 20 contains 1658 members 
Mstep: Class 21 contains 92131 members 
Mstep: Class 22 contains 21430 members 
Mstep: Class 23 contains 440 members 
Mstep: Class 24 contains 5054 members 
Entering Unmasked Estep 
Score: -80798992.000000 Penalty: 47891.265625
Splitting cluster 13 changes total score from -80765776.000000 to -80798992.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 16 (53321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53321 members 
Entering Unmasked Estep 
Score: -6702093.500000 Penalty: 1619.552002
	Iteration 0F: 2 clusters Score -6702094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26439 members 
Mstep: Class 2 contains 26882 members 
Entering Unmasked Estep 
Score: -6668521.000000 Penalty: 3239.104004
	Iteration 0F: 3 clusters Score -6668521 nChanged 24645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24998 members 
Mstep: Class 2 contains 28323 members 
Entering Unmasked Estep 
Score: -6682626.000000 Penalty: 3239.104004
	Iteration 1F: 3 clusters Score -6682626 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 29116 members 
Entering Unmasked Estep 
Score: -6683450.500000 Penalty: 3239.104004
	Iteration 2Q: 3 clusters Score -6683450 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23183 members 
Mstep: Class 2 contains 30138 members 
Entering Unmasked Estep 
Score: -6684285.000000 Penalty: 3239.104004
	Iteration 3Q: 3 clusters Score -6684285 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 31439 members 
Entering Unmasked Estep 
Score: -6685369.500000 Penalty: 3239.104004
	Iteration 4Q: 3 clusters Score -6685370 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 33211 members 
Entering Unmasked Estep 
Score: -6686746.500000 Penalty: 3239.104004
	Iteration 5Q: 3 clusters Score -6686746 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 35488 members 
Entering Unmasked Estep 
Score: -6688547.500000 Penalty: 3239.104004
	Iteration 6F: 3 clusters Score -6688548 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 38262 members 
Entering Unmasked Estep 
Score: -6690818.500000 Penalty: 3239.104004
	Iteration 7F: 3 clusters Score -6690818 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 41421 members 
Entering Unmasked Estep 
Score: -6693358.500000 Penalty: 3239.104004
	Iteration 8F: 3 clusters Score -6693358 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 44458 members 
Entering Unmasked Estep 
Score: -6695742.000000 Penalty: 3239.104004
	Iteration 9F: 3 clusters Score -6695742 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 46981 members 
Entering Unmasked Estep 
Score: -6697700.500000 Penalty: 3239.104004
	Iteration 10Q: 3 clusters Score -6697700 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 48836 members 
Entering Unmasked Estep 
Score: -6698994.000000 Penalty: 3239.104004
	Iteration 11Q: 3 clusters Score -6698994 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 50065 members 
Entering Unmasked Estep 
Score: -6699833.000000 Penalty: 3239.104004
	Iteration 12Q: 3 clusters Score -6699833 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 50779 members 
Entering Unmasked Estep 
Score: -6700323.500000 Penalty: 3239.104004
	Iteration 13Q: 3 clusters Score -6700324 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 51215 members 
Entering Unmasked Estep 
Score: -6700621.500000 Penalty: 3239.104004
	Iteration 14Q: 3 clusters Score -6700622 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 51508 members 
Entering Unmasked Estep 
Score: -6700820.500000 Penalty: 3239.104004
	Iteration 15Q: 3 clusters Score -6700820 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 51700 members 
Entering Unmasked Estep 
Score: -6700925.000000 Penalty: 3239.104004
	Iteration 16Q: 3 clusters Score -6700925 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 51827 members 
Entering Unmasked Estep 
Score: -6700997.500000 Penalty: 3239.104004
	Iteration 17Q: 3 clusters Score -6700998 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 51930 members 
Entering Unmasked Estep 
Score: -6701027.500000 Penalty: 3239.104004
	Iteration 18Q: 3 clusters Score -6701028 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 51998 members 
Entering Unmasked Estep 
Score: -6701095.500000 Penalty: 3239.104004
	Iteration 19Q: 3 clusters Score -6701096 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 52046 members 
Entering Unmasked Estep 
Score: -6701117.000000 Penalty: 3239.104004
	Iteration 20F: 3 clusters Score -6701117 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 52083 members 
Entering Unmasked Estep 
Score: -6701125.500000 Penalty: 3239.104004
	Iteration 21Q: 3 clusters Score -6701126 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 52100 members 
Entering Unmasked Estep 
Score: -6701136.500000 Penalty: 3239.104004
	Iteration 22Q: 3 clusters Score -6701136 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 52114 members 
Entering Unmasked Estep 
Score: -6701152.500000 Penalty: 3239.104004
	Iteration 23Q: 3 clusters Score -6701152 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 52130 members 
Entering Unmasked Estep 
Score: -6701165.500000 Penalty: 3239.104004
	Iteration 24Q: 3 clusters Score -6701166 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 52141 members 
Entering Unmasked Estep 
Score: -6701174.000000 Penalty: 3239.104004
	Iteration 25Q: 3 clusters Score -6701174 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 52154 members 
Entering Unmasked Estep 
Score: -6701169.500000 Penalty: 3239.104004
	Iteration 26Q: 3 clusters Score -6701170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 52159 members 
Entering Unmasked Estep 
Score: -6701168.500000 Penalty: 3239.104004
	Iteration 27Q: 3 clusters Score -6701168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 52162 members 
Entering Unmasked Estep 
Score: -6701169.500000 Penalty: 3239.104004
	Iteration 28Q: 3 clusters Score -6701170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 52166 members 
Entering Unmasked Estep 
Score: -6701169.000000 Penalty: 3239.104004
	Iteration 29Q: 3 clusters Score -6701169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 52167 members 
Entering Unmasked Estep 
Score: -6701167.000000 Penalty: 3239.104004
	Iteration 30Q: 3 clusters Score -6701167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 52168 members 
Entering Unmasked Estep 
Score: -6701173.000000 Penalty: 3239.104004
	Iteration 31Q: 3 clusters Score -6701173 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 52168 members 
Entering Unmasked Estep 
Score: -6701173.000000 Penalty: 3239.104004
	Iteration 32F: 3 clusters Score -6701173 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (18577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Entering Unmasked Estep 
Score: -2197978.500000 Penalty: 1462.656372
	Iteration 0F: 2 clusters Score -2197978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -2185885.750000 Penalty: 2925.312744
	Iteration 0F: 3 clusters Score -2185886 nChanged 8113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -2190836.000000 Penalty: 2925.312744
	Iteration 1F: 3 clusters Score -2190836 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -2192087.500000 Penalty: 2925.312744
	Iteration 2F: 3 clusters Score -2192088 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -2193292.750000 Penalty: 2925.312744
	Iteration 3F: 3 clusters Score -2193293 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -2194390.000000 Penalty: 2925.312744
	Iteration 4F: 3 clusters Score -2194390 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -2195298.500000 Penalty: 2925.312744
	Iteration 5F: 3 clusters Score -2195298 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -2196003.750000 Penalty: 2925.312744
	Iteration 6F: 3 clusters Score -2196004 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -2196496.000000 Penalty: 2925.312744
	Iteration 7Q: 3 clusters Score -2196496 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -2196885.500000 Penalty: 2925.312744
	Iteration 8Q: 3 clusters Score -2196886 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -2197132.250000 Penalty: 2925.312744
	Iteration 9Q: 3 clusters Score -2197132 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -2197310.250000 Penalty: 2925.312744
	Iteration 10Q: 3 clusters Score -2197310 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -2197451.000000 Penalty: 2925.312744
	Iteration 11Q: 3 clusters Score -2197451 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -2197573.500000 Penalty: 2925.312744
	Iteration 12Q: 3 clusters Score -2197574 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -2197694.750000 Penalty: 2925.312744
	Iteration 13Q: 3 clusters Score -2197695 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -2197793.250000 Penalty: 2925.312744
	Iteration 14Q: 3 clusters Score -2197793 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -2197879.250000 Penalty: 2925.312744
	Iteration 15Q: 3 clusters Score -2197879 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -2197939.250000 Penalty: 2925.312744
	Iteration 16Q: 3 clusters Score -2197939 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -2198003.500000 Penalty: 2925.312744
	Iteration 17Q: 3 clusters Score -2198004 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -2198047.750000 Penalty: 2925.312744
	Iteration 18Q: 3 clusters Score -2198048 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -2198080.500000 Penalty: 2925.312744
	Iteration 19Q: 3 clusters Score -2198080 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -2198100.000000 Penalty: 2925.312744
	Iteration 20F: 3 clusters Score -2198100 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -2198115.500000 Penalty: 2925.312744
	Iteration 21Q: 3 clusters Score -2198116 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -2198121.250000 Penalty: 2925.312744
	Iteration 22Q: 3 clusters Score -2198121 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -2198127.250000 Penalty: 2925.312744
	Iteration 23Q: 3 clusters Score -2198127 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -2198134.500000 Penalty: 2925.312744
	Iteration 24Q: 3 clusters Score -2198134 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -2198141.250000 Penalty: 2925.312744
	Iteration 25Q: 3 clusters Score -2198141 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -2198150.750000 Penalty: 2925.312744
	Iteration 26Q: 3 clusters Score -2198151 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -2198150.000000 Penalty: 2925.312744
	Iteration 27Q: 3 clusters Score -2198150 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -2198155.250000 Penalty: 2925.312744
	Iteration 28Q: 3 clusters Score -2198155 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -2198157.250000 Penalty: 2925.312744
	Iteration 29Q: 3 clusters Score -2198157 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -2198155.500000 Penalty: 2925.312744
	Iteration 30Q: 3 clusters Score -2198156 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -2198157.750000 Penalty: 2925.312744
	Iteration 31Q: 3 clusters Score -2198158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -2198162.250000 Penalty: 2925.312744
	Iteration 32Q: 3 clusters Score -2198162 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -2198166.250000 Penalty: 2925.312744
	Iteration 33Q: 3 clusters Score -2198166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -2198174.250000 Penalty: 2925.312744
	Iteration 34Q: 3 clusters Score -2198174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -2198168.750000 Penalty: 2925.312744
	Iteration 35Q: 3 clusters Score -2198169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -2198168.500000 Penalty: 2925.312744
	Iteration 36Q: 3 clusters Score -2198168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -2198174.000000 Penalty: 2925.312744
	Iteration 37Q: 3 clusters Score -2198174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -2198174.000000 Penalty: 2925.312744
	Iteration 38Q: 3 clusters Score -2198174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -2198171.500000 Penalty: 2925.312744
	Iteration 39Q: 3 clusters Score -2198172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -2198170.500000 Penalty: 2925.312744
	Iteration 40F: 3 clusters Score -2198170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -2198171.250000 Penalty: 2925.312744
	Iteration 41Q: 3 clusters Score -2198171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -2198171.250000 Penalty: 2925.312744
	Iteration 42F: 3 clusters Score -2198171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 882 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1394 members 
Mstep: Class 3 contains 47103 members 
Mstep: Class 4 contains 2620 members 
Mstep: Class 5 contains 72422 members 
Mstep: Class 6 contains 66201 members 
Mstep: Class 7 contains 42072 members 
Mstep: Class 8 contains 7063 members 
Mstep: Class 9 contains 87421 members 
Mstep: Class 10 contains 14595 members 
Mstep: Class 11 contains 3701 members 
Mstep: Class 12 contains 92 members 
Mstep: Class 13 contains 28058 members 
Mstep: Class 14 contains 5679 members 
Mstep: Class 15 contains 359 members 
Mstep: Class 16 contains 53321 members 
Mstep: Class 17 contains 15039 members 
Mstep: Class 18 contains 57161 members 
Mstep: Class 19 contains 34760 members 
Mstep: Class 20 contains 1658 members 
Mstep: Class 21 contains 92131 members 
Mstep: Class 22 contains 21430 members 
Mstep: Class 23 contains 440 members 
Mstep: Class 24 contains 5054 members 
Mstep: Class 25 contains 3538 members 
Entering Unmasked Estep 
Score: -80798664.000000 Penalty: 49886.734375
Splitting cluster 17 changes total score from -80765776.000000 to -80798664.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 18 (57161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57161 members 
Entering Unmasked Estep 
Score: -6979694.500000 Penalty: 1629.899780
	Iteration 0F: 2 clusters Score -6979694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28552 members 
Mstep: Class 2 contains 28609 members 
Entering Unmasked Estep 
Score: -6943364.500000 Penalty: 3259.799561
	Iteration 0F: 3 clusters Score -6943364 nChanged 26519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27785 members 
Mstep: Class 2 contains 29376 members 
Entering Unmasked Estep 
Score: -6958419.500000 Penalty: 3259.799561
	Iteration 1F: 3 clusters Score -6958420 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27287 members 
Mstep: Class 2 contains 29874 members 
Entering Unmasked Estep 
Score: -6959301.000000 Penalty: 3259.799561
	Iteration 2Q: 3 clusters Score -6959301 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26727 members 
Mstep: Class 2 contains 30434 members 
Entering Unmasked Estep 
Score: -6960188.500000 Penalty: 3259.799561
	Iteration 3Q: 3 clusters Score -6960188 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26111 members 
Mstep: Class 2 contains 31050 members 
Entering Unmasked Estep 
Score: -6961215.000000 Penalty: 3259.799561
	Iteration 4Q: 3 clusters Score -6961215 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25338 members 
Mstep: Class 2 contains 31823 members 
Entering Unmasked Estep 
Score: -6962523.500000 Penalty: 3259.799561
	Iteration 5Q: 3 clusters Score -6962524 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24647 members 
Mstep: Class 2 contains 32514 members 
Entering Unmasked Estep 
Score: -6963920.500000 Penalty: 3259.799561
	Iteration 6Q: 3 clusters Score -6963920 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23985 members 
Mstep: Class 2 contains 33176 members 
Entering Unmasked Estep 
Score: -6965790.000000 Penalty: 3259.799561
	Iteration 7F: 3 clusters Score -6965790 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 33650 members 
Entering Unmasked Estep 
Score: -6967876.000000 Penalty: 3259.799561
	Iteration 8F: 3 clusters Score -6967876 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23368 members 
Mstep: Class 2 contains 33793 members 
Entering Unmasked Estep 
Score: -6970116.500000 Penalty: 3259.799561
	Iteration 9F: 3 clusters Score -6970116 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 33592 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -6972029 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23882 members 
Mstep: Class 2 contains 33279 members 
Entering Unmasked Estep 
Score: -6973372.500000 Penalty: 3259.799561
	Iteration 11Q: 3 clusters Score -6973372 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24228 members 
Mstep: Class 2 contains 32933 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -6974164 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24666 members 
Mstep: Class 2 contains 32495 members 
Entering Unmasked Estep 
Score: -6974710.000000 Penalty: 3259.799561
	Iteration 13Q: 3 clusters Score -6974710 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25042 members 
Mstep: Class 2 contains 32119 members 
Entering Unmasked Estep 
Score: -6975061.000000 Penalty: 3259.799561
	Iteration 14Q: 3 clusters Score -6975061 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25443 members 
Mstep: Class 2 contains 31718 members 
Entering Unmasked Estep 
Score: -6975307.500000 Penalty: 3259.799561
	Iteration 15Q: 3 clusters Score -6975308 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25851 members 
Mstep: Class 2 contains 31310 members 
Entering Unmasked Estep 
Score: -6975518.500000 Penalty: 3259.799561
	Iteration 16Q: 3 clusters Score -6975518 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26259 members 
Mstep: Class 2 contains 30902 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -6975749 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26656 members 
Mstep: Class 2 contains 30505 members 
Entering Unmasked Estep 
Score: -6975914.000000 Penalty: 3259.799561
	Iteration 18Q: 3 clusters Score -6975914 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27134 members 
Mstep: Class 2 contains 30027 members 
Entering Unmasked Estep 
Score: -6976128.500000 Penalty: 3259.799561
	Iteration 19Q: 3 clusters Score -6976128 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27586 members 
Mstep: Class 2 contains 29575 members 
Entering Unmasked Estep 
Score: -6976250.500000 Penalty: 3259.799561
	Iteration 20F: 3 clusters Score -6976250 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28013 members 
Mstep: Class 2 contains 29148 members 
Entering Unmasked Estep 
Score: -6976346.500000 Penalty: 3259.799561
	Iteration 21Q: 3 clusters Score -6976346 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28467 members 
Mstep: Class 2 contains 28694 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -6976449 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28926 members 
Mstep: Class 2 contains 28235 members 
Entering Unmasked Estep 
Score: -6976531.000000 Penalty: 3259.799561
	Iteration 23Q: 3 clusters Score -6976531 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29368 members 
Mstep: Class 2 contains 27793 members 
Entering Unmasked Estep 
Score: -6976633.000000 Penalty: 3259.799561
	Iteration 24Q: 3 clusters Score -6976633 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29838 members 
Mstep: Class 2 contains 27323 members 
Entering Unmasked Estep 
Score: -6976739.000000 Penalty: 3259.799561
	Iteration 25Q: 3 clusters Score -6976739 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30308 members 
Mstep: Class 2 contains 26853 members 
Entering Unmasked Estep 
Score: -6976832.500000 Penalty: 3259.799561
	Iteration 26Q: 3 clusters Score -6976832 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30753 members 
Mstep: Class 2 contains 26408 members 
Entering Unmasked Estep 
Score: -6976928.500000 Penalty: 3259.799561
	Iteration 27Q: 3 clusters Score -6976928 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31149 members 
Mstep: Class 2 contains 26012 members 
Entering Unmasked Estep 
Score: -6976962.500000 Penalty: 3259.799561
	Iteration 28Q: 3 clusters Score -6976962 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31545 members 
Mstep: Class 2 contains 25616 members 
Entering Unmasked Estep 
Score: -6977017.000000 Penalty: 3259.799561
	Iteration 29Q: 3 clusters Score -6977017 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31988 members 
Mstep: Class 2 contains 25173 members 
Entering Unmasked Estep 
Score: -6977090.500000 Penalty: 3259.799561
	Iteration 30Q: 3 clusters Score -6977090 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32457 members 
Mstep: Class 2 contains 24704 members 
Entering Unmasked Estep 
Score: -6977202.000000 Penalty: 3259.799561
	Iteration 31Q: 3 clusters Score -6977202 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32935 members 
Mstep: Class 2 contains 24226 members 
Entering Unmasked Estep 
Score: -6977303.500000 Penalty: 3259.799561
	Iteration 32Q: 3 clusters Score -6977304 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33425 members 
Mstep: Class 2 contains 23736 members 
Entering Unmasked Estep 
Score: -6977375.000000 Penalty: 3259.799561
	Iteration 33Q: 3 clusters Score -6977375 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33939 members 
Mstep: Class 2 contains 23222 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6977502 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34429 members 
Mstep: Class 2 contains 22732 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6977561 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34912 members 
Mstep: Class 2 contains 22249 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6977666 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35415 members 
Mstep: Class 2 contains 21746 members 
Entering Unmasked Estep 
Score: -6977770.000000 Penalty: 3259.799561
	Iteration 37Q: 3 clusters Score -6977770 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35926 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
Score: -6977868.500000 Penalty: 3259.799561
	Iteration 38Q: 3 clusters Score -6977868 nChanged 521
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36445 members 
Mstep: Class 2 contains 20716 members 
Entering Unmasked Estep 
Score: -6977968.000000 Penalty: 3259.799561
	Iteration 39Q: 3 clusters Score -6977968 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36970 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -6978022.500000 Penalty: 3259.799561
	Iteration 40F: 3 clusters Score -6978022 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37458 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -6978129.000000 Penalty: 3259.799561
	Iteration 41Q: 3 clusters Score -6978129 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37914 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
Score: -6978227.000000 Penalty: 3259.799561
	Iteration 42Q: 3 clusters Score -6978227 nChanged 409
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38319 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6978298 nChanged 403
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38722 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -6978319.000000 Penalty: 3259.799561
	Iteration 44Q: 3 clusters Score -6978319 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39100 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -6978390.500000 Penalty: 3259.799561
	Iteration 45Q: 3 clusters Score -6978390 nChanged 405
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39503 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6978460 nChanged 436
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39937 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -6978513.000000 Penalty: 3259.799561
	Iteration 47Q: 3 clusters Score -6978513 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40399 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -6978593.500000 Penalty: 3259.799561
	Iteration 48Q: 3 clusters Score -6978594 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40844 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -6978677.500000 Penalty: 3259.799561
	Iteration 49Q: 3 clusters Score -6978678 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41307 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -6978754.000000 Penalty: 3259.799561
	Iteration 50Q: 3 clusters Score -6978754 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41703 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -6978833.000000 Penalty: 3259.799561
	Iteration 51Q: 3 clusters Score -6978833 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42101 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6978892 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42503 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6978949 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42913 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -6979012.000000 Penalty: 3259.799561
	Iteration 54Q: 3 clusters Score -6979012 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43331 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -6979082.000000 Penalty: 3259.799561
	Iteration 55Q: 3 clusters Score -6979082 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43743 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -6979134.500000 Penalty: 3259.799561
	Iteration 56Q: 3 clusters Score -6979134 nChanged 399
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44140 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -6979205.000000 Penalty: 3259.799561
	Iteration 57Q: 3 clusters Score -6979205 nChanged 407
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Mstep: Class 1 contains 44545 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -6979281.000000 Penalty: 3259.799561
	Iteration 58Q: 3 clusters Score -6979281 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44975 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -6979344.500000 Penalty: 3259.799561
	Iteration 59Q: 3 clusters Score -6979344 nChanged 433
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45406 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -6979427.500000 Penalty: 3259.799561
	Iteration 60F: 3 clusters Score -6979428 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45857 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -6979508.500000 Penalty: 3259.799561
	Iteration 61Q: 3 clusters Score -6979508 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46312 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -6979600.000000 Penalty: 3259.799561
	Iteration 62Q: 3 clusters Score -6979600 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46738 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6979727 nChanged 457
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47191 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -6979848.000000 Penalty: 3259.799561
	Iteration 64Q: 3 clusters Score -6979848 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47614 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -6979926.000000 Penalty: 3259.799561
	Iteration 65Q: 3 clusters Score -6979926 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48033 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -6980046.500000 Penalty: 3259.799561
	Iteration 66Q: 3 clusters Score -6980046 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48467 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -6980145.500000 Penalty: 3259.799561
	Iteration 67Q: 3 clusters Score -6980146 nChanged 420
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48881 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -6980250.000000 Penalty: 3259.799561
	Iteration 68Q: 3 clusters Score -6980250 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49275 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -6980347.500000 Penalty: 3259.799561
	Iteration 69Q: 3 clusters Score -6980348 nChanged 416
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Mstep: Class 1 contains 49687 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -6980457.000000 Penalty: 3259.799561
	Iteration 70Q: 3 clusters Score -6980457 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50039 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -6980534.500000 Penalty: 3259.799561
	Iteration 71Q: 3 clusters Score -6980534 nChanged 337
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50364 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -6980616.000000 Penalty: 3259.799561
	Iteration 72Q: 3 clusters Score -6980616 nChanged 332
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50680 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -6980713.000000 Penalty: 3259.799561
	Iteration 73Q: 3 clusters Score -6980713 nChanged 332
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50994 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -6980797.500000 Penalty: 3259.799561
	Iteration 74Q: 3 clusters Score -6980798 nChanged 361
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51337 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -6980885.500000 Penalty: 3259.799561
	Iteration 75Q: 3 clusters Score -6980886 nChanged 384
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51691 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -6981043.000000 Penalty: 3259.799561
	Iteration 76Q: 3 clusters Score -6981043 nChanged 383
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52050 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -6981183.000000 Penalty: 3259.799561
	Iteration 77Q: 3 clusters Score -6981183 nChanged 387
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52411 members 
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Entering Unmasked Estep 
Score: -6981391.500000 Penalty: 3259.799561
	Iteration 78Q: 3 clusters Score -6981392 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52717 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -6981553.000000 Penalty: 3259.799561
	Iteration 79Q: 3 clusters Score -6981553 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52975 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -6981679.000000 Penalty: 3259.799561
	Iteration 80F: 3 clusters Score -6981679 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53197 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -6981801.500000 Penalty: 3259.799561
	Iteration 81Q: 3 clusters Score -6981802 nChanged 252
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53381 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -6981904.000000 Penalty: 3259.799561
	Iteration 82Q: 3 clusters Score -6981904 nChanged 208
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53531 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -6982011.500000 Penalty: 3259.799561
	Iteration 83Q: 3 clusters Score -6982012 nChanged 165
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Mstep: Class 1 contains 53650 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -6982095.500000 Penalty: 3259.799561
	Iteration 84Q: 3 clusters Score -6982096 nChanged 166
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53770 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -6982192.500000 Penalty: 3259.799561
	Iteration 85Q: 3 clusters Score -6982192 nChanged 145
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Mstep: Class 1 contains 53865 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -6982267.000000 Penalty: 3259.799561
	Iteration 86Q: 3 clusters Score -6982267 nChanged 134
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Mstep: Class 1 contains 53945 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -6982333.500000 Penalty: 3259.799561
	Iteration 87Q: 3 clusters Score -6982334 nChanged 121
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Mstep: Class 1 contains 54002 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -6982369.500000 Penalty: 3259.799561
	Iteration 88Q: 3 clusters Score -6982370 nChanged 102
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Mstep: Class 1 contains 54038 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -6982407.500000 Penalty: 3259.799561
	Iteration 89Q: 3 clusters Score -6982408 nChanged 75
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Mstep: Class 1 contains 54073 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6982433 nChanged 52
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Mstep: Class 1 contains 54081 members 
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Entering Unmasked Estep 
Score: -6982444.500000 Penalty: 3259.799561
	Iteration 91Q: 3 clusters Score -6982444 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54097 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -6982451.000000 Penalty: 3259.799561
	Iteration 92Q: 3 clusters Score -6982451 nChanged 30
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Mstep: Class 1 contains 54107 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -6982457.000000 Penalty: 3259.799561
	Iteration 93Q: 3 clusters Score -6982457 nChanged 20
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Mstep: Class 1 contains 54111 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6982470 nChanged 24
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Mstep: Class 1 contains 54117 members 
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Entering Unmasked Estep 
Score: -6982477.000000 Penalty: 3259.799561
	Iteration 95Q: 3 clusters Score -6982477 nChanged 15
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Mstep: Class 1 contains 54108 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -6982481.500000 Penalty: 3259.799561
	Iteration 96Q: 3 clusters Score -6982482 nChanged 12
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Mstep: Class 1 contains 54108 members 
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Entering Unmasked Estep 
Score: -6982486.500000 Penalty: 3259.799561
	Iteration 97Q: 3 clusters Score -6982486 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54112 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6982477 nChanged 6
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Mstep: Class 1 contains 54114 members 
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Entering Unmasked Estep 
Score: -6982485.500000 Penalty: 3259.799561
	Iteration 99Q: 3 clusters Score -6982486 nChanged 3
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Mstep: Class 1 contains 54115 members 
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Entering Unmasked Estep 
Score: -6982484.500000 Penalty: 3259.799561
	Iteration 100F: 3 clusters Score -6982484 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54116 members 
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Entering Unmasked Estep 
Score: -6982476.500000 Penalty: 3259.799561
	Iteration 101Q: 3 clusters Score -6982476 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54121 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -6982479.000000 Penalty: 3259.799561
	Iteration 102Q: 3 clusters Score -6982479 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54124 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -6982482.500000 Penalty: 3259.799561
	Iteration 103Q: 3 clusters Score -6982482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54125 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -6982477.000000 Penalty: 3259.799561
	Iteration 104Q: 3 clusters Score -6982477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54128 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -6982476.500000 Penalty: 3259.799561
	Iteration 105Q: 3 clusters Score -6982476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54130 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -6982483.000000 Penalty: 3259.799561
	Iteration 106Q: 3 clusters Score -6982483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54129 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -6982486.500000 Penalty: 3259.799561
	Iteration 107Q: 3 clusters Score -6982486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54129 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -6982486.500000 Penalty: 3259.799561
	Iteration 108F: 3 clusters Score -6982486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 882 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1394 members 
Mstep: Class 3 contains 47103 members 
Mstep: Class 4 contains 2620 members 
Mstep: Class 5 contains 72422 members 
Mstep: Class 6 contains 66201 members 
Mstep: Class 7 contains 42072 members 
Mstep: Class 8 contains 7063 members 
Mstep: Class 9 contains 87421 members 
Mstep: Class 10 contains 14595 members 
Mstep: Class 11 contains 3701 members 
Mstep: Class 12 contains 92 members 
Mstep: Class 13 contains 28058 members 
Mstep: Class 14 contains 5679 members 
Mstep: Class 15 contains 359 members 
Mstep: Class 16 contains 53321 members 
Mstep: Class 17 contains 15039 members 
Mstep: Class 18 contains 54129 members 
Mstep: Class 19 contains 34760 members 
Mstep: Class 20 contains 1658 members 
Mstep: Class 21 contains 92131 members 
Mstep: Class 22 contains 21430 members 
Mstep: Class 23 contains 440 members 
Mstep: Class 24 contains 5054 members 
Mstep: Class 25 contains 3538 members 
Mstep: Class 26 contains 3032 members 
Entering Unmasked Estep 
Score: -80801296.000000 Penalty: 51882.203125
Splitting cluster 18 changes total score from -80765776.000000 to -80801296.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 19 (34760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34760 members 
Entering Unmasked Estep 
Score: -4344456.500000 Penalty: 1555.885986
	Iteration 0F: 2 clusters Score -4344456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -4321941.500000 Penalty: 3111.771973
	Iteration 0F: 3 clusters Score -4321942 nChanged 15692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -4330518.000000 Penalty: 3111.771973
	Iteration 1F: 3 clusters Score -4330518 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18859 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -4331095.500000 Penalty: 3111.771973
	Iteration 2Q: 3 clusters Score -4331096 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -4331635.500000 Penalty: 3111.771973
	Iteration 3Q: 3 clusters Score -4331636 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20632 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -4332270.000000 Penalty: 3111.771973
	Iteration 4Q: 3 clusters Score -4332270 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22006 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -4333108.500000 Penalty: 3111.771973
	Iteration 5Q: 3 clusters Score -4333108 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -4334194.500000 Penalty: 3111.771973
	Iteration 6F: 3 clusters Score -4334194 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25834 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -4335583.000000 Penalty: 3111.771973
	Iteration 7F: 3 clusters Score -4335583 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28079 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -4337312.000000 Penalty: 3111.771973
	Iteration 8F: 3 clusters Score -4337312 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30255 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -4339116.500000 Penalty: 3111.771973
	Iteration 9F: 3 clusters Score -4339116 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32060 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -4340745.000000 Penalty: 3111.771973
	Iteration 10F: 3 clusters Score -4340745 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33293 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -4341894.000000 Penalty: 3111.771973
	Iteration 11Q: 3 clusters Score -4341894 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33982 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -4342585.500000 Penalty: 3111.771973
	Iteration 12Q: 3 clusters Score -4342586 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34270 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -4342885.500000 Penalty: 3111.771973
	Iteration 13Q: 3 clusters Score -4342886 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34393 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -4343028.000000 Penalty: 3111.771973
	Iteration 14Q: 3 clusters Score -4343028 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34445 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -4343106.000000 Penalty: 3111.771973
	Iteration 15Q: 3 clusters Score -4343106 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34466 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -4343142.000000 Penalty: 3111.771973
	Iteration 16Q: 3 clusters Score -4343142 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34481 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -4343168.000000 Penalty: 3111.771973
	Iteration 17Q: 3 clusters Score -4343168 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34493 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -4343189.000000 Penalty: 3111.771973
	Iteration 18Q: 3 clusters Score -4343189 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34501 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -4343202.500000 Penalty: 3111.771973
	Iteration 19Q: 3 clusters Score -4343202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34508 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -4343207.500000 Penalty: 3111.771973
	Iteration 20F: 3 clusters Score -4343208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34511 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -4343221.000000 Penalty: 3111.771973
	Iteration 21Q: 3 clusters Score -4343221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34515 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -4343229.500000 Penalty: 3111.771973
	Iteration 22Q: 3 clusters Score -4343230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34517 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -4343240.500000 Penalty: 3111.771973
	Iteration 23Q: 3 clusters Score -4343240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34519 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -4343238.500000 Penalty: 3111.771973
	Iteration 24Q: 3 clusters Score -4343238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34519 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -4343238.500000 Penalty: 3111.771973
	Iteration 25F: 3 clusters Score -4343238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 882 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1394 members 
Mstep: Class 3 contains 47103 members 
Mstep: Class 4 contains 2620 members 
Mstep: Class 5 contains 72422 members 
Mstep: Class 6 contains 66201 members 
Mstep: Class 7 contains 42072 members 
Mstep: Class 8 contains 7063 members 
Mstep: Class 9 contains 87421 members 
Mstep: Class 10 contains 14595 members 
Mstep: Class 11 contains 3701 members 
Mstep: Class 12 contains 92 members 
Mstep: Class 13 contains 28058 members 
Mstep: Class 16 contains 53321 members 
Mstep: Class 17 contains 15039 members 
Mstep: Class 18 contains 54129 members 
Mstep: Class 19 contains 34760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80812528.000000 Penalty: 51882.203125
Iteration 39Q: 27 clusters Score -8.081253e+07 nChanged 18738
Entering Unmasked Mstep 
Mstep: Class 0 contains 882 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1393 members 
Mstep: Class 3 contains 47219 members 
Mstep: Class 4 contains 2789 members 
Mstep: Class 5 contains 75809 members 
Mstep: Class 6 contains 66551 members 
Mstep: Class 7 contains 42331 members 
Mstep: Class 8 contains 7347 members 
Mstep: Class 9 contains 86016 members 
Mstep: Class 10 contains 14479 members 
Mstep: Class 11 contains 3790 members 
Mstep: Class 12 contains 94 members 
Mstep: Class 13 contains 28275 members 
Mstep: Class 14 contains 5483 members 
Mstep: Class 15 contains 358 members 
Mstep: Class 16 contains 53537 members 
Mstep: Class 17 contains 15460 members 
Mstep: Class 18 contains 54836 members 
Mstep: Class 19 contains 34892 members 
Mstep: Class 20 contains 1584 members 
Mstep: Class 21 contains 88644 members 
Mstep: Class 22 contains 20485 members 
Mstep: Class 23 contains 439 members 
Mstep: Class 24 contains 4835 members 
Mstep: Class 25 contains 3468 members 
Mstep: Class 26 contains 3001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80836384.000000 Penalty: 51882.203125
Iteration 40F: 27 clusters Score -8.083638e+07 nChanged 21535
Entering Unmasked Mstep 
Mstep: Class 0 contains 545 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1392 members 
Mstep: Class 3 contains 47045 members 
Mstep: Class 4 contains 2545 members 
Mstep: Class 5 contains 77020 members 
Mstep: Class 6 contains 66182 members 
Mstep: Class 7 contains 38888 members 
Mstep: Class 8 contains 7490 members 
Mstep: Class 9 contains 82029 members 
Mstep: Class 10 contains 13991 members 
Mstep: Class 11 contains 3749 members 
Mstep: Class 12 contains 99 members 
Mstep: Class 13 contains 28350 members 
Mstep: Class 14 contains 5717 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 53384 members 
Mstep: Class 17 contains 15466 members 
Mstep: Class 18 contains 54062 members 
Mstep: Class 19 contains 34838 members 
Mstep: Class 20 contains 1698 members 
Mstep: Class 21 contains 94689 members 
Mstep: Class 22 contains 21181 members 
Mstep: Class 23 contains 441 members 
Mstep: Class 24 contains 5209 members 
Mstep: Class 25 contains 3717 members 
Mstep: Class 26 contains 3493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80858832.000000 Penalty: 51882.203125
Iteration 41Q: 27 clusters Score -8.085883e+07 nChanged 13237
Entering Unmasked Mstep 
Mstep: Class 0 contains 468 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1416 members 
Mstep: Class 3 contains 47025 members 
Mstep: Class 4 contains 2445 members 
Mstep: Class 5 contains 78959 members 
Mstep: Class 6 contains 66122 members 
Mstep: Class 7 contains 36712 members 
Mstep: Class 8 contains 7651 members 
Mstep: Class 9 contains 81322 members 
Mstep: Class 10 contains 13689 members 
Mstep: Class 11 contains 3762 members 
Mstep: Class 12 contains 102 members 
Mstep: Class 13 contains 28451 members 
Mstep: Class 14 contains 5869 members 
Mstep: Class 15 contains 744 members 
Mstep: Class 16 contains 53359 members 
Mstep: Class 17 contains 15598 members 
Mstep: Class 18 contains 53662 members 
Mstep: Class 19 contains 34839 members 
Mstep: Class 20 contains 1759 members 
Mstep: Class 21 contains 94767 members 
Mstep: Class 22 contains 21613 members 
Mstep: Class 23 contains 441 members 
Mstep: Class 24 contains 5404 members 
Mstep: Class 25 contains 3867 members 
Mstep: Class 26 contains 3763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80863080.000000 Penalty: 51882.203125
Iteration 42Q: 27 clusters Score -8.086308e+07 nChanged 10817
Entering Unmasked Mstep 
Mstep: Class 0 contains 468 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1441 members 
Mstep: Class 3 contains 47004 members 
Mstep: Class 4 contains 2393 members 
Mstep: Class 5 contains 80338 members 
Mstep: Class 6 contains 66104 members 
Mstep: Class 7 contains 35136 members 
Mstep: Class 8 contains 7794 members 
Mstep: Class 9 contains 81943 members 
Mstep: Class 10 contains 13463 members 
Mstep: Class 11 contains 3770 members 
Mstep: Class 12 contains 105 members 
Mstep: Class 13 contains 28514 members 
Mstep: Class 14 contains 5985 members 
Mstep: Class 15 contains 717 members 
Mstep: Class 16 contains 53379 members 
Mstep: Class 17 contains 15841 members 
Mstep: Class 18 contains 53343 members 
Mstep: Class 19 contains 34850 members 
Mstep: Class 20 contains 1795 members 
Mstep: Class 21 contains 93491 members 
Mstep: Class 22 contains 21943 members 
Mstep: Class 23 contains 440 members 
Mstep: Class 24 contains 5509 members 
Mstep: Class 25 contains 3988 members 
Mstep: Class 26 contains 3941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80866512.000000 Penalty: 51882.203125
Iteration 43Q: 27 clusters Score -8.086651e+07 nChanged 9139
Entering Unmasked Mstep 
Mstep: Class 0 contains 468 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1449 members 
Mstep: Class 3 contains 46983 members 
Mstep: Class 4 contains 2393 members 
Mstep: Class 5 contains 80703 members 
Mstep: Class 6 contains 66058 members 
Mstep: Class 7 contains 33936 members 
Mstep: Class 8 contains 7941 members 
Mstep: Class 9 contains 83311 members 
Mstep: Class 10 contains 13245 members 
Mstep: Class 11 contains 3768 members 
Mstep: Class 12 contains 106 members 
Mstep: Class 13 contains 28560 members 
Mstep: Class 14 contains 6118 members 
Mstep: Class 15 contains 709 members 
Mstep: Class 16 contains 53426 members 
Mstep: Class 17 contains 16084 members 
Mstep: Class 18 contains 52991 members 
Mstep: Class 19 contains 34863 members 
Mstep: Class 20 contains 1829 members 
Mstep: Class 21 contains 92313 members 
Mstep: Class 22 contains 22182 members 
Mstep: Class 23 contains 439 members 
Mstep: Class 24 contains 5572 members 
Mstep: Class 25 contains 4113 members 
Mstep: Class 26 contains 4056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80869264.000000 Penalty: 51882.203125
Iteration 44Q: 27 clusters Score -8.086926e+07 nChanged 7801
Entering Unmasked Mstep 
Mstep: Class 0 contains 468 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1458 members 
Mstep: Class 3 contains 46942 members 
Mstep: Class 4 contains 2402 members 
Mstep: Class 5 contains 80225 members 
Mstep: Class 6 contains 66012 members 
Mstep: Class 7 contains 33083 members 
Mstep: Class 8 contains 8067 members 
Mstep: Class 9 contains 85059 members 
Mstep: Class 10 contains 13068 members 
Mstep: Class 11 contains 3778 members 
Mstep: Class 12 contains 108 members 
Mstep: Class 13 contains 28583 members 
Mstep: Class 14 contains 6269 members 
Mstep: Class 15 contains 700 members 
Mstep: Class 16 contains 53458 members 
Mstep: Class 17 contains 16409 members 
Mstep: Class 18 contains 52657 members 
Mstep: Class 19 contains 34878 members 
Mstep: Class 20 contains 1869 members 
Mstep: Class 21 contains 91341 members 
Mstep: Class 22 contains 22333 members 
Mstep: Class 23 contains 437 members 
Mstep: Class 24 contains 5616 members 
Mstep: Class 25 contains 4194 members 
Mstep: Class 26 contains 4140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80871536.000000 Penalty: 51882.203125
Iteration 45Q: 27 clusters Score -8.087154e+07 nChanged 6847
Entering Unmasked Mstep 
Mstep: Class 0 contains 468 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1459 members 
Mstep: Class 3 contains 46902 members 
Mstep: Class 4 contains 2427 members 
Mstep: Class 5 contains 79365 members 
Mstep: Class 6 contains 65981 members 
Mstep: Class 7 contains 32389 members 
Mstep: Class 8 contains 8175 members 
Mstep: Class 9 contains 86830 members 
Mstep: Class 10 contains 12942 members 
Mstep: Class 11 contains 3789 members 
Mstep: Class 12 contains 108 members 
Mstep: Class 13 contains 28597 members 
Mstep: Class 14 contains 6396 members 
Mstep: Class 15 contains 699 members 
Mstep: Class 16 contains 53473 members 
Mstep: Class 17 contains 16749 members 
Mstep: Class 18 contains 52332 members 
Mstep: Class 19 contains 34902 members 
Mstep: Class 20 contains 1903 members 
Mstep: Class 21 contains 90586 members 
Mstep: Class 22 contains 22466 members 
Mstep: Class 23 contains 437 members 
Mstep: Class 24 contains 5649 members 
Mstep: Class 25 contains 4247 members 
Mstep: Class 26 contains 4223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80872936.000000 Penalty: 51882.203125
Iteration 46Q: 27 clusters Score -8.087294e+07 nChanged 6330
Entering Unmasked Mstep 
Mstep: Class 0 contains 468 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 1462 members 
Mstep: Class 3 contains 46862 members 
Mstep: Class 4 contains 2455 members 
Mstep: Class 5 contains 78331 members 
Mstep: Class 6 contains 65930 members 
Mstep: Class 7 contains 31873 members 
Mstep: Class 8 contains 8301 members 
Mstep: Class 9 contains 88496 members 
Mstep: Class 10 contains 12803 members 
Mstep: Class 11 contains 3797 members 
Mstep: Class 12 contains 109 members 
Mstep: Class 13 contains 28610 members 
Mstep: Class 14 contains 6537 members 
Mstep: Class 15 contains 696 members 
Mstep: Class 16 contains 53500 members 
Mstep: Class 17 contains 17105 members 
Mstep: Class 18 contains 52020 members 
Mstep: Class 19 contains 34950 members 
Mstep: Class 20 contains 1924 members 
Mstep: Class 21 contains 89924 members 
Mstep: Class 22 contains 22597 members 
Mstep: Class 23 contains 436 members 
Mstep: Class 24 contains 5673 members 
Mstep: Class 25 contains 4311 members 
Mstep: Class 26 contains 4285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80874144.000000 Penalty: 51882.203125
Iteration 47Q: 27 clusters Score -8.087414e+07 nChanged 5910
Entering Unmasked Mstep 
Mstep: Class 0 contains 468 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1463 members 
Mstep: Class 3 contains 46821 members 
Mstep: Class 4 contains 2482 members 
Mstep: Class 5 contains 77201 members 
Mstep: Class 6 contains 65895 members 
Mstep: Class 7 contains 31464 members 
Mstep: Class 8 contains 8428 members 
Mstep: Class 9 contains 89907 members 
Mstep: Class 10 contains 12666 members 
Mstep: Class 11 contains 3808 members 
Mstep: Class 12 contains 110 members 
Mstep: Class 13 contains 28620 members 
Mstep: Class 14 contains 6682 members 
Mstep: Class 15 contains 695 members 
Mstep: Class 16 contains 53553 members 
Mstep: Class 17 contains 17492 members 
Mstep: Class 18 contains 51746 members 
Mstep: Class 19 contains 35018 members 
Mstep: Class 20 contains 1952 members 
Mstep: Class 21 contains 89446 members 
Mstep: Class 22 contains 22700 members 
Mstep: Class 23 contains 435 members 
Mstep: Class 24 contains 5688 members 
Mstep: Class 25 contains 4352 members 
Mstep: Class 26 contains 4335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80875080.000000 Penalty: 51882.203125
Iteration 48Q: 27 clusters Score -8.087508e+07 nChanged 5597
Entering Unmasked Mstep 
Mstep: Class 0 contains 468 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 1463 members 
Mstep: Class 3 contains 46776 members 
Mstep: Class 4 contains 2498 members 
Mstep: Class 5 contains 76127 members 
Mstep: Class 6 contains 65864 members 
Mstep: Class 7 contains 31146 members 
Mstep: Class 8 contains 8550 members 
Mstep: Class 9 contains 91017 members 
Mstep: Class 10 contains 12517 members 
Mstep: Class 11 contains 3824 members 
Mstep: Class 12 contains 111 members 
Mstep: Class 13 contains 28622 members 
Mstep: Class 14 contains 6831 members 
Mstep: Class 15 contains 694 members 
Mstep: Class 16 contains 53624 members 
Mstep: Class 17 contains 17900 members 
Mstep: Class 18 contains 51498 members 
Mstep: Class 19 contains 35062 members 
Mstep: Class 20 contains 1970 members 
Mstep: Class 21 contains 89121 members 
Mstep: Class 22 contains 22815 members 
Mstep: Class 23 contains 435 members 
Mstep: Class 24 contains 5696 members 
Mstep: Class 25 contains 4383 members 
Mstep: Class 26 contains 4376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80875896.000000 Penalty: 51882.203125
Iteration 49Q: 27 clusters Score -8.08759e+07 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 468 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 1463 members 
Mstep: Class 3 contains 46713 members 
Mstep: Class 4 contains 2524 members 
Mstep: Class 5 contains 75128 members 
Mstep: Class 6 contains 65828 members 
Mstep: Class 7 contains 30905 members 
Mstep: Class 8 contains 8652 members 
Mstep: Class 9 contains 91890 members 
Mstep: Class 10 contains 12395 members 
Mstep: Class 11 contains 3839 members 
Mstep: Class 12 contains 113 members 
Mstep: Class 13 contains 28615 members 
Mstep: Class 14 contains 7007 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 53681 members 
Mstep: Class 17 contains 18316 members 
Mstep: Class 18 contains 51204 members 
Mstep: Class 19 contains 35124 members 
Mstep: Class 20 contains 1981 members 
Mstep: Class 21 contains 88887 members 
Mstep: Class 22 contains 22949 members 
Mstep: Class 23 contains 435 members 
Mstep: Class 24 contains 5712 members 
Mstep: Class 25 contains 4409 members 
Mstep: Class 26 contains 4414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80876352.000000 Penalty: 51882.203125
Iteration 50Q: 27 clusters Score -8.087635e+07 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 468 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1463 members 
Mstep: Class 3 contains 46654 members 
Mstep: Class 4 contains 2544 members 
Mstep: Class 5 contains 74240 members 
Mstep: Class 6 contains 65797 members 
Mstep: Class 7 contains 30717 members 
Mstep: Class 8 contains 8770 members 
Mstep: Class 9 contains 92510 members 
Mstep: Class 10 contains 12299 members 
Mstep: Class 11 contains 3862 members 
Mstep: Class 12 contains 115 members 
Mstep: Class 13 contains 28608 members 
Mstep: Class 14 contains 7147 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 53737 members 
Mstep: Class 17 contains 18708 members 
Mstep: Class 18 contains 50973 members 
Mstep: Class 19 contains 35197 members 
Mstep: Class 20 contains 1997 members 
Mstep: Class 21 contains 88704 members 
Mstep: Class 22 contains 23058 members 
Mstep: Class 23 contains 434 members 
Mstep: Class 24 contains 5723 members 
Mstep: Class 25 contains 4430 members 
Mstep: Class 26 contains 4449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80877504.000000 Penalty: 51882.203125
Iteration 51Q: 27 clusters Score -8.08775e+07 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 468 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1464 members 
Mstep: Class 3 contains 46620 members 
Mstep: Class 4 contains 2573 members 
Mstep: Class 5 contains 73417 members 
Mstep: Class 6 contains 65750 members 
Mstep: Class 7 contains 30561 members 
Mstep: Class 8 contains 8885 members 
Mstep: Class 9 contains 92892 members 
Mstep: Class 10 contains 12196 members 
Mstep: Class 11 contains 3865 members 
Mstep: Class 12 contains 115 members 
Mstep: Class 13 contains 28602 members 
Mstep: Class 14 contains 7316 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 53799 members 
Mstep: Class 17 contains 19112 members 
Mstep: Class 18 contains 50759 members 
Mstep: Class 19 contains 35279 members 
Mstep: Class 20 contains 2020 members 
Mstep: Class 21 contains 88633 members 
Mstep: Class 22 contains 23139 members 
Mstep: Class 23 contains 434 members 
Mstep: Class 24 contains 5731 members 
Mstep: Class 25 contains 4445 members 
Mstep: Class 26 contains 4480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80878136.000000 Penalty: 51882.203125
Iteration 52Q: 27 clusters Score -8.087814e+07 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 468 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 1464 members 
Mstep: Class 3 contains 46600 members 
Mstep: Class 4 contains 2591 members 
Mstep: Class 5 contains 72718 members 
Mstep: Class 6 contains 65707 members 
Mstep: Class 7 contains 30418 members 
Mstep: Class 8 contains 8981 members 
Mstep: Class 9 contains 93118 members 
Mstep: Class 10 contains 12082 members 
Mstep: Class 11 contains 3864 members 
Mstep: Class 12 contains 115 members 
Mstep: Class 13 contains 28599 members 
Mstep: Class 14 contains 7480 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 53866 members 
Mstep: Class 17 contains 19487 members 
Mstep: Class 18 contains 50546 members 
Mstep: Class 19 contains 35383 members 
Mstep: Class 20 contains 2050 members 
Mstep: Class 21 contains 88565 members 
Mstep: Class 22 contains 23252 members 
Mstep: Class 23 contains 434 members 
Mstep: Class 24 contains 5736 members 
Mstep: Class 25 contains 4454 members 
Mstep: Class 26 contains 4522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80878328.000000 Penalty: 51882.203125
Iteration 53Q: 27 clusters Score -8.087833e+07 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 468 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 1464 members 
Mstep: Class 3 contains 46555 members 
Mstep: Class 4 contains 2611 members 
Mstep: Class 5 contains 72052 members 
Mstep: Class 6 contains 65664 members 
Mstep: Class 7 contains 30322 members 
Mstep: Class 8 contains 9085 members 
Mstep: Class 9 contains 93264 members 
Mstep: Class 10 contains 12014 members 
Mstep: Class 11 contains 3876 members 
Mstep: Class 12 contains 115 members 
Mstep: Class 13 contains 28602 members 
Mstep: Class 14 contains 7615 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 53953 members 
Mstep: Class 17 contains 19846 members 
Mstep: Class 18 contains 50329 members 
Mstep: Class 19 contains 35450 members 
Mstep: Class 20 contains 2064 members 
Mstep: Class 21 contains 88570 members 
Mstep: Class 22 contains 23343 members 
Mstep: Class 23 contains 434 members 
Mstep: Class 24 contains 5738 members 
Mstep: Class 25 contains 4460 members 
Mstep: Class 26 contains 4548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80878936.000000 Penalty: 51882.203125
Iteration 54Q: 27 clusters Score -8.087894e+07 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 468 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 1464 members 
Mstep: Class 3 contains 46513 members 
Mstep: Class 4 contains 2617 members 
Mstep: Class 5 contains 71347 members 
Mstep: Class 6 contains 65643 members 
Mstep: Class 7 contains 30244 members 
Mstep: Class 8 contains 9158 members 
Mstep: Class 9 contains 93396 members 
Mstep: Class 10 contains 11944 members 
Mstep: Class 11 contains 3896 members 
Mstep: Class 12 contains 115 members 
Mstep: Class 13 contains 28600 members 
Mstep: Class 14 contains 7756 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 54005 members 
Mstep: Class 17 contains 20182 members 
Mstep: Class 18 contains 50123 members 
Mstep: Class 19 contains 35508 members 
Mstep: Class 20 contains 2069 members 
Mstep: Class 21 contains 88664 members 
Mstep: Class 22 contains 23449 members 
Mstep: Class 23 contains 434 members 
Mstep: Class 24 contains 5741 members 
Mstep: Class 25 contains 4468 members 
Mstep: Class 26 contains 4574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80878928.000000 Penalty: 51882.203125
Iteration 55Q: 27 clusters Score -8.087893e+07 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 468 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 1464 members 
Mstep: Class 3 contains 46475 members 
Mstep: Class 4 contains 2637 members 
Mstep: Class 5 contains 70696 members 
Mstep: Class 6 contains 65620 members 
Mstep: Class 7 contains 30187 members 
Mstep: Class 8 contains 9225 members 
Mstep: Class 9 contains 93441 members 
Mstep: Class 10 contains 11899 members 
Mstep: Class 11 contains 3903 members 
Mstep: Class 12 contains 115 members 
Mstep: Class 13 contains 28594 members 
Mstep: Class 14 contains 7873 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 54050 members 
Mstep: Class 17 contains 20525 members 
Mstep: Class 18 contains 49889 members 
Mstep: Class 19 contains 35552 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 88819 members 
Mstep: Class 22 contains 23575 members 
Mstep: Class 23 contains 434 members 
Mstep: Class 24 contains 5744 members 
Mstep: Class 25 contains 4462 members 
Mstep: Class 26 contains 4593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80879136.000000 Penalty: 51882.203125
Iteration 56Q: 27 clusters Score -8.087914e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 468 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 1464 members 
Mstep: Class 3 contains 46432 members 
Mstep: Class 4 contains 2655 members 
Mstep: Class 5 contains 70141 members 
Mstep: Class 6 contains 65584 members 
Mstep: Class 7 contains 30143 members 
Mstep: Class 8 contains 9311 members 
Mstep: Class 9 contains 93426 members 
Mstep: Class 10 contains 11855 members 
Mstep: Class 11 contains 3915 members 
Mstep: Class 12 contains 115 members 
Mstep: Class 13 contains 28595 members 
Mstep: Class 14 contains 8003 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 54075 members 
Mstep: Class 17 contains 20826 members 
Mstep: Class 18 contains 49654 members 
Mstep: Class 19 contains 35592 members 
Mstep: Class 20 contains 2085 members 
Mstep: Class 21 contains 88967 members 
Mstep: Class 22 contains 23716 members 
Mstep: Class 23 contains 434 members 
Mstep: Class 24 contains 5745 members 
Mstep: Class 25 contains 4459 members 
Mstep: Class 26 contains 4609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80879200.000000 Penalty: 51882.203125
Iteration 57Q: 27 clusters Score -8.08792e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 468 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 1464 members 
Mstep: Class 3 contains 46403 members 
Mstep: Class 4 contains 2676 members 
Mstep: Class 5 contains 69686 members 
Mstep: Class 6 contains 65555 members 
Mstep: Class 7 contains 30116 members 
Mstep: Class 8 contains 9410 members 
Mstep: Class 9 contains 93266 members 
Mstep: Class 10 contains 11794 members 
Mstep: Class 11 contains 3930 members 
Mstep: Class 12 contains 115 members 
Mstep: Class 13 contains 28592 members 
Mstep: Class 14 contains 8114 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 54114 members 
Mstep: Class 17 contains 21103 members 
Mstep: Class 18 contains 49443 members 
Mstep: Class 19 contains 35621 members 
Mstep: Class 20 contains 2084 members 
Mstep: Class 21 contains 89141 members 
Mstep: Class 22 contains 23841 members 
Mstep: Class 23 contains 434 members 
Mstep: Class 24 contains 5747 members 
Mstep: Class 25 contains 4452 members 
Mstep: Class 26 contains 4621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80879888.000000 Penalty: 51882.203125
Iteration 58Q: 27 clusters Score -8.087989e+07 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 468 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 1464 members 
Mstep: Class 3 contains 46389 members 
Mstep: Class 4 contains 2710 members 
Mstep: Class 5 contains 69299 members 
Mstep: Class 6 contains 65525 members 
Mstep: Class 7 contains 30105 members 
Mstep: Class 8 contains 9498 members 
Mstep: Class 9 contains 93127 members 
Mstep: Class 10 contains 11721 members 
Mstep: Class 11 contains 3939 members 
Mstep: Class 12 contains 115 members 
Mstep: Class 13 contains 28590 members 
Mstep: Class 14 contains 8222 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 54148 members 
Mstep: Class 17 contains 21387 members 
Mstep: Class 18 contains 49232 members 
Mstep: Class 19 contains 35652 members 
Mstep: Class 20 contains 2086 members 
Mstep: Class 21 contains 89225 members 
Mstep: Class 22 contains 23954 members 
Mstep: Class 23 contains 434 members 
Mstep: Class 24 contains 5748 members 
Mstep: Class 25 contains 4441 members 
Mstep: Class 26 contains 4635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80879992.000000 Penalty: 51882.203125
Iteration 59Q: 27 clusters Score -8.087999e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 468 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 1464 members 
Mstep: Class 3 contains 46381 members 
Mstep: Class 4 contains 2742 members 
Mstep: Class 5 contains 68928 members 
Mstep: Class 6 contains 65490 members 
Mstep: Class 7 contains 30090 members 
Mstep: Class 8 contains 9585 members 
Mstep: Class 9 contains 93064 members 
Mstep: Class 10 contains 11671 members 
Mstep: Class 11 contains 3947 members 
Mstep: Class 12 contains 115 members 
Mstep: Class 13 contains 28590 members 
Mstep: Class 14 contains 8335 members 
Mstep: Class 15 contains 692 members 
Mstep: Class 16 contains 54169 members 
Mstep: Class 17 contains 21660 members 
Mstep: Class 18 contains 49040 members 
Mstep: Class 19 contains 35660 members 
Mstep: Class 20 contains 2091 members 
Mstep: Class 21 contains 89254 members 
Mstep: Class 22 contains 24047 members 
Mstep: Class 23 contains 434 members 
Mstep: Class 24 contains 5752 members 
Mstep: Class 25 contains 4423 members 
Mstep: Class 26 contains 4658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80901912.000000 Penalty: 51882.203125
Iteration 60F: 27 clusters Score -8.090191e+07 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 1474 members 
Mstep: Class 3 contains 46364 members 
Mstep: Class 4 contains 2741 members 
Mstep: Class 5 contains 68609 members 
Mstep: Class 6 contains 65466 members 
Mstep: Class 7 contains 30082 members 
Mstep: Class 8 contains 9687 members 
Mstep: Class 9 contains 92929 members 
Mstep: Class 10 contains 11614 members 
Mstep: Class 11 contains 3951 members 
Mstep: Class 12 contains 116 members 
Mstep: Class 13 contains 28592 members 
Mstep: Class 14 contains 8446 members 
Mstep: Class 15 contains 1117 members 
Mstep: Class 16 contains 54200 members 
Mstep: Class 17 contains 21957 members 
Mstep: Class 18 contains 48842 members 
Mstep: Class 19 contains 35646 members 
Mstep: Class 20 contains 2110 members 
Mstep: Class 21 contains 89298 members 
Mstep: Class 22 contains 24116 members 
Mstep: Class 23 contains 434 members 
Mstep: Class 24 contains 5756 members 
Mstep: Class 25 contains 4413 members 
Mstep: Class 26 contains 4687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80908392.000000 Penalty: 51882.203125
Iteration 61Q: 27 clusters Score -8.090839e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 1490 members 
Mstep: Class 3 contains 46345 members 
Mstep: Class 4 contains 2739 members 
Mstep: Class 5 contains 68296 members 
Mstep: Class 6 contains 65437 members 
Mstep: Class 7 contains 30075 members 
Mstep: Class 8 contains 9801 members 
Mstep: Class 9 contains 92797 members 
Mstep: Class 10 contains 11552 members 
Mstep: Class 11 contains 3961 members 
Mstep: Class 12 contains 118 members 
Mstep: Class 13 contains 28583 members 
Mstep: Class 14 contains 8567 members 
Mstep: Class 15 contains 1105 members 
Mstep: Class 16 contains 54231 members 
Mstep: Class 17 contains 22272 members 
Mstep: Class 18 contains 48633 members 
Mstep: Class 19 contains 35613 members 
Mstep: Class 20 contains 2130 members 
Mstep: Class 21 contains 89362 members 
Mstep: Class 22 contains 24179 members 
Mstep: Class 23 contains 433 members 
Mstep: Class 24 contains 5759 members 
Mstep: Class 25 contains 4402 members 
Mstep: Class 26 contains 4706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80909232.000000 Penalty: 51882.203125
Iteration 62Q: 27 clusters Score -8.090923e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 1511 members 
Mstep: Class 3 contains 46319 members 
Mstep: Class 4 contains 2742 members 
Mstep: Class 5 contains 68042 members 
Mstep: Class 6 contains 65420 members 
Mstep: Class 7 contains 30055 members 
Mstep: Class 8 contains 9909 members 
Mstep: Class 9 contains 92654 members 
Mstep: Class 10 contains 11501 members 
Mstep: Class 11 contains 3980 members 
Mstep: Class 12 contains 120 members 
Mstep: Class 13 contains 28577 members 
Mstep: Class 14 contains 8680 members 
Mstep: Class 15 contains 1083 members 
Mstep: Class 16 contains 54263 members 
Mstep: Class 17 contains 22596 members 
Mstep: Class 18 contains 48440 members 
Mstep: Class 19 contains 35551 members 
Mstep: Class 20 contains 2154 members 
Mstep: Class 21 contains 89409 members 
Mstep: Class 22 contains 24222 members 
Mstep: Class 23 contains 432 members 
Mstep: Class 24 contains 5761 members 
Mstep: Class 25 contains 4393 members 
Mstep: Class 26 contains 4728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80909528.000000 Penalty: 51882.203125
Iteration 63Q: 27 clusters Score -8.090953e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 1517 members 
Mstep: Class 3 contains 46293 members 
Mstep: Class 4 contains 2750 members 
Mstep: Class 5 contains 67815 members 
Mstep: Class 6 contains 65398 members 
Mstep: Class 7 contains 30032 members 
Mstep: Class 8 contains 10003 members 
Mstep: Class 9 contains 92478 members 
Mstep: Class 10 contains 11465 members 
Mstep: Class 11 contains 3998 members 
Mstep: Class 12 contains 121 members 
Mstep: Class 13 contains 28573 members 
Mstep: Class 14 contains 8781 members 
Mstep: Class 15 contains 1077 members 
Mstep: Class 16 contains 54303 members 
Mstep: Class 17 contains 22901 members 
Mstep: Class 18 contains 48227 members 
Mstep: Class 19 contains 35495 members 
Mstep: Class 20 contains 2186 members 
Mstep: Class 21 contains 89487 members 
Mstep: Class 22 contains 24268 members 
Mstep: Class 23 contains 431 members 
Mstep: Class 24 contains 5764 members 
Mstep: Class 25 contains 4389 members 
Mstep: Class 26 contains 4745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80909776.000000 Penalty: 51882.203125
Iteration 64Q: 27 clusters Score -8.090978e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 1528 members 
Mstep: Class 3 contains 46269 members 
Mstep: Class 4 contains 2758 members 
Mstep: Class 5 contains 67575 members 
Mstep: Class 6 contains 65382 members 
Mstep: Class 7 contains 30022 members 
Mstep: Class 8 contains 10099 members 
Mstep: Class 9 contains 92313 members 
Mstep: Class 10 contains 11424 members 
Mstep: Class 11 contains 4002 members 
Mstep: Class 12 contains 122 members 
Mstep: Class 13 contains 28573 members 
Mstep: Class 14 contains 8874 members 
Mstep: Class 15 contains 1065 members 
Mstep: Class 16 contains 54328 members 
Mstep: Class 17 contains 23190 members 
Mstep: Class 18 contains 48006 members 
Mstep: Class 19 contains 35442 members 
Mstep: Class 20 contains 2228 members 
Mstep: Class 21 contains 89598 members 
Mstep: Class 22 contains 24314 members 
Mstep: Class 23 contains 431 members 
Mstep: Class 24 contains 5766 members 
Mstep: Class 25 contains 4389 members 
Mstep: Class 26 contains 4763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80909816.000000 Penalty: 51882.203125
Iteration 65Q: 27 clusters Score -8.090982e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 1528 members 
Mstep: Class 3 contains 46249 members 
Mstep: Class 4 contains 2778 members 
Mstep: Class 5 contains 67363 members 
Mstep: Class 6 contains 65377 members 
Mstep: Class 7 contains 29994 members 
Mstep: Class 8 contains 10211 members 
Mstep: Class 9 contains 92170 members 
Mstep: Class 10 contains 11376 members 
Mstep: Class 11 contains 4015 members 
Mstep: Class 12 contains 123 members 
Mstep: Class 13 contains 28577 members 
Mstep: Class 14 contains 8991 members 
Mstep: Class 15 contains 1064 members 
Mstep: Class 16 contains 54348 members 
Mstep: Class 17 contains 23449 members 
Mstep: Class 18 contains 47771 members 
Mstep: Class 19 contains 35386 members 
Mstep: Class 20 contains 2268 members 
Mstep: Class 21 contains 89676 members 
Mstep: Class 22 contains 24347 members 
Mstep: Class 23 contains 431 members 
Mstep: Class 24 contains 5765 members 
Mstep: Class 25 contains 4391 members 
Mstep: Class 26 contains 4780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80910344.000000 Penalty: 51882.203125
Iteration 66Q: 27 clusters Score -8.091034e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 1529 members 
Mstep: Class 3 contains 46211 members 
Mstep: Class 4 contains 2779 members 
Mstep: Class 5 contains 67204 members 
Mstep: Class 6 contains 65362 members 
Mstep: Class 7 contains 29984 members 
Mstep: Class 8 contains 10331 members 
Mstep: Class 9 contains 91916 members 
Mstep: Class 10 contains 11348 members 
Mstep: Class 11 contains 4020 members 
Mstep: Class 12 contains 124 members 
Mstep: Class 13 contains 28582 members 
Mstep: Class 14 contains 9108 members 
Mstep: Class 15 contains 1062 members 
Mstep: Class 16 contains 54385 members 
Mstep: Class 17 contains 23722 members 
Mstep: Class 18 contains 47558 members 
Mstep: Class 19 contains 35317 members 
Mstep: Class 20 contains 2299 members 
Mstep: Class 21 contains 89804 members 
Mstep: Class 22 contains 24362 members 
Mstep: Class 23 contains 431 members 
Mstep: Class 24 contains 5766 members 
Mstep: Class 25 contains 4404 members 
Mstep: Class 26 contains 4791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80910896.000000 Penalty: 51882.203125
Iteration 67Q: 27 clusters Score -8.09109e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 1529 members 
Mstep: Class 3 contains 46180 members 
Mstep: Class 4 contains 2779 members 
Mstep: Class 5 contains 67010 members 
Mstep: Class 6 contains 65362 members 
Mstep: Class 7 contains 29963 members 
Mstep: Class 8 contains 10450 members 
Mstep: Class 9 contains 91723 members 
Mstep: Class 10 contains 11334 members 
Mstep: Class 11 contains 4037 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 28587 members 
Mstep: Class 14 contains 9204 members 
Mstep: Class 15 contains 1061 members 
Mstep: Class 16 contains 54417 members 
Mstep: Class 17 contains 23964 members 
Mstep: Class 18 contains 47332 members 
Mstep: Class 19 contains 35248 members 
Mstep: Class 20 contains 2328 members 
Mstep: Class 21 contains 89916 members 
Mstep: Class 22 contains 24397 members 
Mstep: Class 23 contains 431 members 
Mstep: Class 24 contains 5768 members 
Mstep: Class 25 contains 4411 members 
Mstep: Class 26 contains 4816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80911288.000000 Penalty: 51882.203125
Iteration 68Q: 27 clusters Score -8.091129e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 1530 members 
Mstep: Class 3 contains 46158 members 
Mstep: Class 4 contains 2783 members 
Mstep: Class 5 contains 66820 members 
Mstep: Class 6 contains 65349 members 
Mstep: Class 7 contains 29947 members 
Mstep: Class 8 contains 10566 members 
Mstep: Class 9 contains 91506 members 
Mstep: Class 10 contains 11329 members 
Mstep: Class 11 contains 4047 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 28590 members 
Mstep: Class 14 contains 9288 members 
Mstep: Class 15 contains 1060 members 
Mstep: Class 16 contains 54456 members 
Mstep: Class 17 contains 24261 members 
Mstep: Class 18 contains 47114 members 
Mstep: Class 19 contains 35172 members 
Mstep: Class 20 contains 2357 members 
Mstep: Class 21 contains 90019 members 
Mstep: Class 22 contains 24425 members 
Mstep: Class 23 contains 431 members 
Mstep: Class 24 contains 5769 members 
Mstep: Class 25 contains 4417 members 
Mstep: Class 26 contains 4830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80911632.000000 Penalty: 51882.203125
Iteration 69Q: 27 clusters Score -8.091163e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 1530 members 
Mstep: Class 3 contains 46136 members 
Mstep: Class 4 contains 2797 members 
Mstep: Class 5 contains 66621 members 
Mstep: Class 6 contains 65346 members 
Mstep: Class 7 contains 29938 members 
Mstep: Class 8 contains 10687 members 
Mstep: Class 9 contains 91306 members 
Mstep: Class 10 contains 11313 members 
Mstep: Class 11 contains 4057 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 28589 members 
Mstep: Class 14 contains 9380 members 
Mstep: Class 15 contains 1060 members 
Mstep: Class 16 contains 54493 members 
Mstep: Class 17 contains 24541 members 
Mstep: Class 18 contains 46911 members 
Mstep: Class 19 contains 35091 members 
Mstep: Class 20 contains 2389 members 
Mstep: Class 21 contains 90124 members 
Mstep: Class 22 contains 24430 members 
Mstep: Class 23 contains 431 members 
Mstep: Class 24 contains 5769 members 
Mstep: Class 25 contains 4435 members 
Mstep: Class 26 contains 4837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80911848.000000 Penalty: 51882.203125
Iteration 70Q: 27 clusters Score -8.091185e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 1530 members 
Mstep: Class 3 contains 46113 members 
Mstep: Class 4 contains 2826 members 
Mstep: Class 5 contains 66426 members 
Mstep: Class 6 contains 65342 members 
Mstep: Class 7 contains 29925 members 
Mstep: Class 8 contains 10796 members 
Mstep: Class 9 contains 91151 members 
Mstep: Class 10 contains 11300 members 
Mstep: Class 11 contains 4067 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 28589 members 
Mstep: Class 14 contains 9471 members 
Mstep: Class 15 contains 1060 members 
Mstep: Class 16 contains 54520 members 
Mstep: Class 17 contains 24794 members 
Mstep: Class 18 contains 46727 members 
Mstep: Class 19 contains 35027 members 
Mstep: Class 20 contains 2409 members 
Mstep: Class 21 contains 90213 members 
Mstep: Class 22 contains 24414 members 
Mstep: Class 23 contains 431 members 
Mstep: Class 24 contains 5769 members 
Mstep: Class 25 contains 4439 members 
Mstep: Class 26 contains 4853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80912072.000000 Penalty: 51882.203125
Iteration 71Q: 27 clusters Score -8.091207e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 1530 members 
Mstep: Class 3 contains 46090 members 
Mstep: Class 4 contains 2849 members 
Mstep: Class 5 contains 66225 members 
Mstep: Class 6 contains 65339 members 
Mstep: Class 7 contains 29909 members 
Mstep: Class 8 contains 10872 members 
Mstep: Class 9 contains 91020 members 
Mstep: Class 10 contains 11278 members 
Mstep: Class 11 contains 4075 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 28590 members 
Mstep: Class 14 contains 9547 members 
Mstep: Class 15 contains 1060 members 
Mstep: Class 16 contains 54553 members 
Mstep: Class 17 contains 25011 members 
Mstep: Class 18 contains 46548 members 
Mstep: Class 19 contains 34977 members 
Mstep: Class 20 contains 2442 members 
Mstep: Class 21 contains 90323 members 
Mstep: Class 22 contains 24398 members 
Mstep: Class 23 contains 431 members 
Mstep: Class 24 contains 5769 members 
Mstep: Class 25 contains 4453 members 
Mstep: Class 26 contains 4873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80912152.000000 Penalty: 51882.203125
Iteration 72Q: 27 clusters Score -8.091215e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 1530 members 
Mstep: Class 3 contains 46075 members 
Mstep: Class 4 contains 2858 members 
Mstep: Class 5 contains 66047 members 
Mstep: Class 6 contains 65336 members 
Mstep: Class 7 contains 29890 members 
Mstep: Class 8 contains 10973 members 
Mstep: Class 9 contains 90906 members 
Mstep: Class 10 contains 11254 members 
Mstep: Class 11 contains 4082 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 28590 members 
Mstep: Class 14 contains 9614 members 
Mstep: Class 15 contains 1060 members 
Mstep: Class 16 contains 54577 members 
Mstep: Class 17 contains 25245 members 
Mstep: Class 18 contains 46369 members 
Mstep: Class 19 contains 34925 members 
Mstep: Class 20 contains 2469 members 
Mstep: Class 21 contains 90401 members 
Mstep: Class 22 contains 24372 members 
Mstep: Class 23 contains 431 members 
Mstep: Class 24 contains 5769 members 
Mstep: Class 25 contains 4473 members 
Mstep: Class 26 contains 4903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80912752.000000 Penalty: 51882.203125
Iteration 73Q: 27 clusters Score -8.091275e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 1530 members 
Mstep: Class 3 contains 46043 members 
Mstep: Class 4 contains 2875 members 
Mstep: Class 5 contains 65862 members 
Mstep: Class 6 contains 65337 members 
Mstep: Class 7 contains 29867 members 
Mstep: Class 8 contains 11081 members 
Mstep: Class 9 contains 90819 members 
Mstep: Class 10 contains 11249 members 
Mstep: Class 11 contains 4091 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 28589 members 
Mstep: Class 14 contains 9672 members 
Mstep: Class 15 contains 1060 members 
Mstep: Class 16 contains 54613 members 
Mstep: Class 17 contains 25485 members 
Mstep: Class 18 contains 46198 members 
Mstep: Class 19 contains 34875 members 
Mstep: Class 20 contains 2497 members 
Mstep: Class 21 contains 90436 members 
Mstep: Class 22 contains 24347 members 
Mstep: Class 23 contains 431 members 
Mstep: Class 24 contains 5769 members 
Mstep: Class 25 contains 4480 members 
Mstep: Class 26 contains 4926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80913096.000000 Penalty: 51882.203125
Iteration 74Q: 27 clusters Score -8.09131e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 1530 members 
Mstep: Class 3 contains 46016 members 
Mstep: Class 4 contains 2893 members 
Mstep: Class 5 contains 65673 members 
Mstep: Class 6 contains 65344 members 
Mstep: Class 7 contains 29850 members 
Mstep: Class 8 contains 11189 members 
Mstep: Class 9 contains 90749 members 
Mstep: Class 10 contains 11241 members 
Mstep: Class 11 contains 4099 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 28593 members 
Mstep: Class 14 contains 9722 members 
Mstep: Class 15 contains 1060 members 
Mstep: Class 16 contains 54635 members 
Mstep: Class 17 contains 25717 members 
Mstep: Class 18 contains 46083 members 
Mstep: Class 19 contains 34820 members 
Mstep: Class 20 contains 2514 members 
Mstep: Class 21 contains 90445 members 
Mstep: Class 22 contains 24310 members 
Mstep: Class 23 contains 431 members 
Mstep: Class 24 contains 5769 members 
Mstep: Class 25 contains 4482 members 
Mstep: Class 26 contains 4952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80913440.000000 Penalty: 51882.203125
Iteration 75Q: 27 clusters Score -8.091344e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 1530 members 
Mstep: Class 3 contains 46007 members 
Mstep: Class 4 contains 2908 members 
Mstep: Class 5 contains 65504 members 
Mstep: Class 6 contains 65333 members 
Mstep: Class 7 contains 29835 members 
Mstep: Class 8 contains 11297 members 
Mstep: Class 9 contains 90657 members 
Mstep: Class 10 contains 11223 members 
Mstep: Class 11 contains 4107 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 28597 members 
Mstep: Class 14 contains 9767 members 
Mstep: Class 15 contains 1060 members 
Mstep: Class 16 contains 54652 members 
Mstep: Class 17 contains 25957 members 
Mstep: Class 18 contains 45968 members 
Mstep: Class 19 contains 34773 members 
Mstep: Class 20 contains 2538 members 
Mstep: Class 21 contains 90454 members 
Mstep: Class 22 contains 24264 members 
Mstep: Class 23 contains 431 members 
Mstep: Class 24 contains 5771 members 
Mstep: Class 25 contains 4501 members 
Mstep: Class 26 contains 4975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80913720.000000 Penalty: 51882.203125
Iteration 76Q: 27 clusters Score -8.091372e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 1530 members 
Mstep: Class 3 contains 45996 members 
Mstep: Class 4 contains 2928 members 
Mstep: Class 5 contains 65334 members 
Mstep: Class 6 contains 65322 members 
Mstep: Class 7 contains 29842 members 
Mstep: Class 8 contains 11394 members 
Mstep: Class 9 contains 90594 members 
Mstep: Class 10 contains 11205 members 
Mstep: Class 11 contains 4116 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 28597 members 
Mstep: Class 14 contains 9804 members 
Mstep: Class 15 contains 1060 members 
Mstep: Class 16 contains 54664 members 
Mstep: Class 17 contains 26172 members 
Mstep: Class 18 contains 45836 members 
Mstep: Class 19 contains 34723 members 
Mstep: Class 20 contains 2549 members 
Mstep: Class 21 contains 90482 members 
Mstep: Class 22 contains 24210 members 
Mstep: Class 23 contains 431 members 
Mstep: Class 24 contains 5772 members 
Mstep: Class 25 contains 4528 members 
Mstep: Class 26 contains 5013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80913968.000000 Penalty: 51882.203125
Iteration 77Q: 27 clusters Score -8.091397e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 1530 members 
Mstep: Class 3 contains 45990 members 
Mstep: Class 4 contains 2942 members 
Mstep: Class 5 contains 65197 members 
Mstep: Class 6 contains 65310 members 
Mstep: Class 7 contains 29840 members 
Mstep: Class 8 contains 11467 members 
Mstep: Class 9 contains 90483 members 
Mstep: Class 10 contains 11198 members 
Mstep: Class 11 contains 4127 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 28593 members 
Mstep: Class 14 contains 9833 members 
Mstep: Class 15 contains 1060 members 
Mstep: Class 16 contains 54681 members 
Mstep: Class 17 contains 26437 members 
Mstep: Class 18 contains 45700 members 
Mstep: Class 19 contains 34660 members 
Mstep: Class 20 contains 2546 members 
Mstep: Class 21 contains 90505 members 
Mstep: Class 22 contains 24165 members 
Mstep: Class 23 contains 431 members 
Mstep: Class 24 contains 5773 members 
Mstep: Class 25 contains 4559 members 
Mstep: Class 26 contains 5053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80914168.000000 Penalty: 51882.203125
Iteration 78Q: 27 clusters Score -8.091417e+07 nChanged 1444
Entering ConstructFrom: 
Score: -80914168.000000 Penalty: 51882.203125
Entering ConstructFrom: 
Trying to split cluster 1 (4700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Entering Unmasked Estep 
Score: -548130.812500 Penalty: 1258.151245
	Iteration 0F: 2 clusters Score -548130.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -544653.625000 Penalty: 2516.302490
	Iteration 0F: 3 clusters Score -544653.6 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -545770.562500 Penalty: 2516.302490
	Iteration 1F: 3 clusters Score -545770.6 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -546092.375000 Penalty: 2516.302490
	Iteration 2F: 3 clusters Score -546092.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -546333.750000 Penalty: 2516.302490
	Iteration 3F: 3 clusters Score -546333.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -546525.625000 Penalty: 2516.302490
	Iteration 4Q: 3 clusters Score -546525.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -546705.062500 Penalty: 2516.302490
	Iteration 5Q: 3 clusters Score -546705.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -546865.562500 Penalty: 2516.302490
	Iteration 6Q: 3 clusters Score -546865.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -547013.062500 Penalty: 2516.302490
	Iteration 7Q: 3 clusters Score -547013.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -547125.125000 Penalty: 2516.302490
	Iteration 8Q: 3 clusters Score -547125.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -547232.000000 Penalty: 2516.302490
	Iteration 9Q: 3 clusters Score -547232 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -547335.312500 Penalty: 2516.302490
	Iteration 10Q: 3 clusters Score -547335.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -547424.562500 Penalty: 2516.302490
	Iteration 11Q: 3 clusters Score -547424.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -547480.562500 Penalty: 2516.302490
	Iteration 12Q: 3 clusters Score -547480.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -547518.812500 Penalty: 2516.302490
	Iteration 13Q: 3 clusters Score -547518.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -547553.000000 Penalty: 2516.302490
	Iteration 14Q: 3 clusters Score -547553 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -547571.750000 Penalty: 2516.302490
	Iteration 15Q: 3 clusters Score -547571.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -547584.937500 Penalty: 2516.302490
	Iteration 16Q: 3 clusters Score -547584.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -547595.000000 Penalty: 2516.302490
	Iteration 17Q: 3 clusters Score -547595 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -547605.125000 Penalty: 2516.302490
	Iteration 18Q: 3 clusters Score -547605.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -547617.000000 Penalty: 2516.302490
	Iteration 19Q: 3 clusters Score -547617 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -547625.562500 Penalty: 2516.302490
	Iteration 20F: 3 clusters Score -547625.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -547630.000000 Penalty: 2516.302490
	Iteration 21Q: 3 clusters Score -547630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -547633.000000 Penalty: 2516.302490
	Iteration 22Q: 3 clusters Score -547633 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -547634.312500 Penalty: 2516.302490
	Iteration 23Q: 3 clusters Score -547634.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -547636.312500 Penalty: 2516.302490
	Iteration 24Q: 3 clusters Score -547636.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -547637.187500 Penalty: 2516.302490
	Iteration 25Q: 3 clusters Score -547637.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -547638.500000 Penalty: 2516.302490
	Iteration 26Q: 3 clusters Score -547638.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -547641.500000 Penalty: 2516.302490
	Iteration 27Q: 3 clusters Score -547641.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -547641.625000 Penalty: 2516.302490
	Iteration 28Q: 3 clusters Score -547641.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -547643.500000 Penalty: 2516.302490
	Iteration 29Q: 3 clusters Score -547643.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -547644.750000 Penalty: 2516.302490
	Iteration 30Q: 3 clusters Score -547644.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -547646.000000 Penalty: 2516.302490
	Iteration 31Q: 3 clusters Score -547646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -547646.000000 Penalty: 2516.302490
	Iteration 32F: 3 clusters Score -547646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Entering Unmasked Estep 
Score: -134153.359375 Penalty: 1091.153809
	Iteration 0F: 2 clusters Score -134153.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -132651.296875 Penalty: 2182.307617
	Iteration 0F: 3 clusters Score -132651.3 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -133625.734375 Penalty: 2182.307617
	Iteration 1F: 3 clusters Score -133625.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -134560.968750 Penalty: 2182.307617
	Iteration 2F: 3 clusters Score -134561 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -135254.062500 Penalty: 2182.307617
	Iteration 3F: 3 clusters Score -135254.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -135737.968750 Penalty: 2182.307617
	Iteration 4F: 3 clusters Score -135738 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -136074.640625 Penalty: 2182.307617
	Iteration 5Q: 3 clusters Score -136074.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -136415.140625 Penalty: 2182.307617
	Iteration 6Q: 3 clusters Score -136415.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -136738.000000 Penalty: 2182.307617
	Iteration 7Q: 3 clusters Score -136738 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -136844.937500 Penalty: 2182.307617
	Iteration 8Q: 3 clusters Score -136844.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -136861.875000 Penalty: 2182.307617
	Iteration 9Q: 3 clusters Score -136861.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -136875.375000 Penalty: 2182.307617
	Iteration 10Q: 3 clusters Score -136875.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -136883.921875 Penalty: 2182.307617
	Iteration 11Q: 3 clusters Score -136883.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -136890.328125 Penalty: 2182.307617
	Iteration 12Q: 3 clusters Score -136890.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -136906.187500 Penalty: 2182.307617
	Iteration 13Q: 3 clusters Score -136906.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -136930.296875 Penalty: 2182.307617
	Iteration 14Q: 3 clusters Score -136930.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -136938.312500 Penalty: 2182.307617
	Iteration 15Q: 3 clusters Score -136938.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -136938.312500 Penalty: 2182.307617
	Iteration 16F: 3 clusters Score -136938.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 549 members 
Mstep: Class 3 contains 45984 members 
Mstep: Class 4 contains 2955 members 
Mstep: Class 5 contains 65036 members 
Mstep: Class 6 contains 65302 members 
Mstep: Class 7 contains 29848 members 
Mstep: Class 8 contains 11556 members 
Mstep: Class 9 contains 90362 members 
Mstep: Class 10 contains 11189 members 
Mstep: Class 11 contains 4150 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 28594 members 
Mstep: Class 14 contains 9841 members 
Mstep: Class 15 contains 1060 members 
Mstep: Class 16 contains 54712 members 
Mstep: Class 17 contains 26700 members 
Mstep: Class 18 contains 45596 members 
Mstep: Class 19 contains 34589 members 
Mstep: Class 20 contains 2539 members 
Mstep: Class 21 contains 90552 members 
Mstep: Class 22 contains 24093 members 
Mstep: Class 23 contains 431 members 
Mstep: Class 24 contains 5773 members 
Mstep: Class 25 contains 4585 members 
Mstep: Class 26 contains 5082 members 
Mstep: Class 27 contains 981 members 
Entering Unmasked Estep 
Score: -80916160.000000 Penalty: 53877.671875
Splitting cluster 2 changes total score from -80914168.000000 to -80916160.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 3 (45984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45984 members 
Entering Unmasked Estep 
Score: -5751396.000000 Penalty: 1597.524048
	Iteration 0F: 2 clusters Score -5751396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22907 members 
Mstep: Class 2 contains 23077 members 
Entering Unmasked Estep 
Score: -5722005.000000 Penalty: 3195.048096
	Iteration 0F: 3 clusters Score -5722005 nChanged 21156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 23717 members 
Entering Unmasked Estep 
Score: -5733500.500000 Penalty: 3195.048096
	Iteration 1F: 3 clusters Score -5733500 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 24124 members 
Entering Unmasked Estep 
Score: -5734052.000000 Penalty: 3195.048096
	Iteration 2Q: 3 clusters Score -5734052 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 24720 members 
Entering Unmasked Estep 
Score: -5734593.000000 Penalty: 3195.048096
	Iteration 3Q: 3 clusters Score -5734593 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 25489 members 
Entering Unmasked Estep 
Score: -5735126.500000 Penalty: 3195.048096
	Iteration 4Q: 3 clusters Score -5735126 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 26587 members 
Entering Unmasked Estep 
Score: -5735783.500000 Penalty: 3195.048096
	Iteration 5Q: 3 clusters Score -5735784 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 28106 members 
Entering Unmasked Estep 
Score: -5736755.500000 Penalty: 3195.048096
	Iteration 6Q: 3 clusters Score -5736756 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 30221 members 
Entering Unmasked Estep 
Score: -5738204.500000 Penalty: 3195.048096
	Iteration 7F: 3 clusters Score -5738204 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 32919 members 
Entering Unmasked Estep 
Score: -5740266.500000 Penalty: 3195.048096
	Iteration 8F: 3 clusters Score -5740266 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 35948 members 
Entering Unmasked Estep 
Score: -5742750.500000 Penalty: 3195.048096
	Iteration 9F: 3 clusters Score -5742750 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 38691 members 
Entering Unmasked Estep 
Score: -5745097.000000 Penalty: 3195.048096
	Iteration 10F: 3 clusters Score -5745097 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 40812 members 
Entering Unmasked Estep 
Score: -5746947.000000 Penalty: 3195.048096
	Iteration 11Q: 3 clusters Score -5746947 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 42168 members 
Entering Unmasked Estep 
Score: -5748254.000000 Penalty: 3195.048096
	Iteration 12Q: 3 clusters Score -5748254 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 42937 members 
Entering Unmasked Estep 
Score: -5749240.500000 Penalty: 3195.048096
	Iteration 13Q: 3 clusters Score -5749240 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 43278 members 
Entering Unmasked Estep 
Score: -5749733.500000 Penalty: 3195.048096
	Iteration 14Q: 3 clusters Score -5749734 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 43439 members 
Entering Unmasked Estep 
Score: -5749947.000000 Penalty: 3195.048096
	Iteration 15Q: 3 clusters Score -5749947 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 43563 members 
Entering Unmasked Estep 
Score: -5750089.000000 Penalty: 3195.048096
	Iteration 16Q: 3 clusters Score -5750089 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 43677 members 
Entering Unmasked Estep 
Score: -5750211.000000 Penalty: 3195.048096
	Iteration 17Q: 3 clusters Score -5750211 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 43764 members 
Entering Unmasked Estep 
Score: -5750279.000000 Penalty: 3195.048096
	Iteration 18Q: 3 clusters Score -5750279 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 43842 members 
Entering Unmasked Estep 
Score: -5750303.000000 Penalty: 3195.048096
	Iteration 19Q: 3 clusters Score -5750303 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 43895 members 
Entering Unmasked Estep 
Score: -5750312.500000 Penalty: 3195.048096
	Iteration 20F: 3 clusters Score -5750312 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 43950 members 
Entering Unmasked Estep 
Score: -5750339.000000 Penalty: 3195.048096
	Iteration 21Q: 3 clusters Score -5750339 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 43988 members 
Entering Unmasked Estep 
Score: -5750359.000000 Penalty: 3195.048096
	Iteration 22Q: 3 clusters Score -5750359 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 44021 members 
Entering Unmasked Estep 
Score: -5750381.500000 Penalty: 3195.048096
	Iteration 23Q: 3 clusters Score -5750382 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 44052 members 
Entering Unmasked Estep 
Score: -5750396.500000 Penalty: 3195.048096
	Iteration 24Q: 3 clusters Score -5750396 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 44081 members 
Entering Unmasked Estep 
Score: -5750408.000000 Penalty: 3195.048096
	Iteration 25Q: 3 clusters Score -5750408 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 44112 members 
Entering Unmasked Estep 
Score: -5750421.000000 Penalty: 3195.048096
	Iteration 26Q: 3 clusters Score -5750421 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 44143 members 
Entering Unmasked Estep 
Score: -5750426.500000 Penalty: 3195.048096
	Iteration 27Q: 3 clusters Score -5750426 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 44171 members 
Entering Unmasked Estep 
Score: -5750444.000000 Penalty: 3195.048096
	Iteration 28Q: 3 clusters Score -5750444 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 44200 members 
Entering Unmasked Estep 
Score: -5750443.500000 Penalty: 3195.048096
	Iteration 29Q: 3 clusters Score -5750444 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 44222 members 
Entering Unmasked Estep 
Score: -5750449.500000 Penalty: 3195.048096
	Iteration 30Q: 3 clusters Score -5750450 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 44248 members 
Entering Unmasked Estep 
Score: -5750460.500000 Penalty: 3195.048096
	Iteration 31Q: 3 clusters Score -5750460 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 44270 members 
Entering Unmasked Estep 
Score: -5750469.500000 Penalty: 3195.048096
	Iteration 32Q: 3 clusters Score -5750470 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 44305 members 
Entering Unmasked Estep 
Score: -5750482.500000 Penalty: 3195.048096
	Iteration 33Q: 3 clusters Score -5750482 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 44334 members 
Entering Unmasked Estep 
Score: -5750507.000000 Penalty: 3195.048096
	Iteration 34Q: 3 clusters Score -5750507 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 44376 members 
Entering Unmasked Estep 
Score: -5750544.500000 Penalty: 3195.048096
	Iteration 35Q: 3 clusters Score -5750544 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 44427 members 
Entering Unmasked Estep 
Score: -5750647.000000 Penalty: 3195.048096
	Iteration 36Q: 3 clusters Score -5750647 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 44476 members 
Entering Unmasked Estep 
Score: -5750996.000000 Penalty: 3195.048096
	Iteration 37Q: 3 clusters Score -5750996 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 44429 members 
Entering Unmasked Estep 
Score: -5751584.500000 Penalty: 3195.048096
	Iteration 38Q: 3 clusters Score -5751584 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 44221 members 
Entering Unmasked Estep 
Score: -5751842.000000 Penalty: 3195.048096
	Iteration 39Q: 3 clusters Score -5751842 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 43953 members 
Entering Unmasked Estep 
Score: -5752158.000000 Penalty: 3195.048096
	Iteration 40F: 3 clusters Score -5752158 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 43636 members 
Entering Unmasked Estep 
Score: -5752502.000000 Penalty: 3195.048096
	Iteration 41Q: 3 clusters Score -5752502 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 43262 members 
Entering Unmasked Estep 
Score: -5752892.000000 Penalty: 3195.048096
	Iteration 42Q: 3 clusters Score -5752892 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 42866 members 
Entering Unmasked Estep 
Score: -5753265.500000 Penalty: 3195.048096
	Iteration 43Q: 3 clusters Score -5753266 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 42457 members 
Entering Unmasked Estep 
Score: -5753651.500000 Penalty: 3195.048096
	Iteration 44Q: 3 clusters Score -5753652 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 42023 members 
Entering Unmasked Estep 
Score: -5753966.500000 Penalty: 3195.048096
	Iteration 45Q: 3 clusters Score -5753966 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 41643 members 
Entering Unmasked Estep 
Score: -5754192.500000 Penalty: 3195.048096
	Iteration 46Q: 3 clusters Score -5754192 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 41367 members 
Entering Unmasked Estep 
Score: -5754333.000000 Penalty: 3195.048096
	Iteration 47Q: 3 clusters Score -5754333 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 41196 members 
Entering Unmasked Estep 
Score: -5754392.000000 Penalty: 3195.048096
	Iteration 48Q: 3 clusters Score -5754392 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 41080 members 
Entering Unmasked Estep 
Score: -5754419.000000 Penalty: 3195.048096
	Iteration 49Q: 3 clusters Score -5754419 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 40997 members 
Entering Unmasked Estep 
Score: -5754453.000000 Penalty: 3195.048096
	Iteration 50Q: 3 clusters Score -5754453 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 40934 members 
Entering Unmasked Estep 
Score: -5754460.500000 Penalty: 3195.048096
	Iteration 51Q: 3 clusters Score -5754460 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 40896 members 
Entering Unmasked Estep 
Score: -5754468.000000 Penalty: 3195.048096
	Iteration 52Q: 3 clusters Score -5754468 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 40871 members 
Entering Unmasked Estep 
Score: -5754475.000000 Penalty: 3195.048096
	Iteration 53Q: 3 clusters Score -5754475 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 40859 members 
Entering Unmasked Estep 
Score: -5754478.000000 Penalty: 3195.048096
	Iteration 54Q: 3 clusters Score -5754478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 40850 members 
Entering Unmasked Estep 
Score: -5754490.000000 Penalty: 3195.048096
	Iteration 55Q: 3 clusters Score -5754490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 40842 members 
Entering Unmasked Estep 
Score: -5754482.000000 Penalty: 3195.048096
	Iteration 56Q: 3 clusters Score -5754482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 40839 members 
Entering Unmasked Estep 
Score: -5754483.000000 Penalty: 3195.048096
	Iteration 57Q: 3 clusters Score -5754483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 40838 members 
Entering Unmasked Estep 
Score: -5754483.500000 Penalty: 3195.048096
	Iteration 58Q: 3 clusters Score -5754484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 40837 members 
Entering Unmasked Estep 
Score: -5754485.000000 Penalty: 3195.048096
	Iteration 59Q: 3 clusters Score -5754485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 40836 members 
Entering Unmasked Estep 
Score: -5754565.500000 Penalty: 3195.048096
	Iteration 60F: 3 clusters Score -5754566 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 40737 members 
Entering Unmasked Estep 
Score: -5754613.000000 Penalty: 3195.048096
	Iteration 61Q: 3 clusters Score -5754613 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 40683 members 
Entering Unmasked Estep 
Score: -5754615.500000 Penalty: 3195.048096
	Iteration 62Q: 3 clusters Score -5754616 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 40645 members 
Entering Unmasked Estep 
Score: -5754633.000000 Penalty: 3195.048096
	Iteration 63Q: 3 clusters Score -5754633 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 40628 members 
Entering Unmasked Estep 
Score: -5754638.000000 Penalty: 3195.048096
	Iteration 64Q: 3 clusters Score -5754638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 40616 members 
Entering Unmasked Estep 
Score: -5754640.000000 Penalty: 3195.048096
	Iteration 65Q: 3 clusters Score -5754640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 40609 members 
Entering Unmasked Estep 
Score: -5754641.000000 Penalty: 3195.048096
	Iteration 66Q: 3 clusters Score -5754641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 40603 members 
Entering Unmasked Estep 
Score: -5754650.500000 Penalty: 3195.048096
	Iteration 67Q: 3 clusters Score -5754650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 40601 members 
Entering Unmasked Estep 
Score: -5754646.000000 Penalty: 3195.048096
	Iteration 68Q: 3 clusters Score -5754646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 40598 members 
Entering Unmasked Estep 
Score: -5754643.000000 Penalty: 3195.048096
	Iteration 69Q: 3 clusters Score -5754643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 40598 members 
Entering Unmasked Estep 
Score: -5754643.000000 Penalty: 3195.048096
	Iteration 70F: 3 clusters Score -5754643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 549 members 
Mstep: Class 3 contains 5386 members 
Mstep: Class 4 contains 2955 members 
Mstep: Class 5 contains 65036 members 
Mstep: Class 6 contains 65302 members 
Mstep: Class 7 contains 29848 members 
Mstep: Class 8 contains 11556 members 
Mstep: Class 9 contains 90362 members 
Mstep: Class 10 contains 11189 members 
Mstep: Class 11 contains 4150 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 28594 members 
Mstep: Class 14 contains 9841 members 
Mstep: Class 15 contains 1060 members 
Mstep: Class 16 contains 54712 members 
Mstep: Class 17 contains 26700 members 
Mstep: Class 18 contains 45596 members 
Mstep: Class 19 contains 34589 members 
Mstep: Class 20 contains 2539 members 
Mstep: Class 21 contains 90552 members 
Mstep: Class 22 contains 24093 members 
Mstep: Class 23 contains 431 members 
Mstep: Class 24 contains 5773 members 
Mstep: Class 25 contains 4585 members 
Mstep: Class 26 contains 5082 members 
Mstep: Class 27 contains 981 members 
Mstep: Class 28 contains 40598 members 
Entering Unmasked Estep 
Score: -80918896.000000 Penalty: 55873.144531
Splitting cluster 3 changes total score from -80914168.000000 to -80918896.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 4 (2955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Entering Unmasked Estep 
Score: -324064.062500 Penalty: 1189.098633
	Iteration 0F: 2 clusters Score -324064.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -321673.750000 Penalty: 2378.197266
	Iteration 0F: 3 clusters Score -321673.8 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -322341.343750 Penalty: 2378.197266
	Iteration 1F: 3 clusters Score -322341.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -322569.625000 Penalty: 2378.197266
	Iteration 2F: 3 clusters Score -322569.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -322694.750000 Penalty: 2378.197266
	Iteration 3F: 3 clusters Score -322694.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -322780.718750 Penalty: 2378.197266
	Iteration 4Q: 3 clusters Score -322780.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -322864.093750 Penalty: 2378.197266
	Iteration 5Q: 3 clusters Score -322864.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -322945.125000 Penalty: 2378.197266
	Iteration 6Q: 3 clusters Score -322945.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -322994.000000 Penalty: 2378.197266
	Iteration 7Q: 3 clusters Score -322994 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -323036.812500 Penalty: 2378.197266
	Iteration 8Q: 3 clusters Score -323036.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -323077.031250 Penalty: 2378.197266
	Iteration 9Q: 3 clusters Score -323077 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -323111.593750 Penalty: 2378.197266
	Iteration 10Q: 3 clusters Score -323111.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -323142.031250 Penalty: 2378.197266
	Iteration 11Q: 3 clusters Score -323142 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -323163.500000 Penalty: 2378.197266
	Iteration 12Q: 3 clusters Score -323163.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -323183.187500 Penalty: 2378.197266
	Iteration 13Q: 3 clusters Score -323183.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -323204.125000 Penalty: 2378.197266
	Iteration 14Q: 3 clusters Score -323204.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -323227.312500 Penalty: 2378.197266
	Iteration 15Q: 3 clusters Score -323227.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -323242.437500 Penalty: 2378.197266
	Iteration 16Q: 3 clusters Score -323242.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -323258.187500 Penalty: 2378.197266
	Iteration 17Q: 3 clusters Score -323258.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -323268.812500 Penalty: 2378.197266
	Iteration 18Q: 3 clusters Score -323268.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -323278.781250 Penalty: 2378.197266
	Iteration 19Q: 3 clusters Score -323278.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -323294.812500 Penalty: 2378.197266
	Iteration 20F: 3 clusters Score -323294.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -323309.656250 Penalty: 2378.197266
	Iteration 21Q: 3 clusters Score -323309.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -323320.843750 Penalty: 2378.197266
	Iteration 22Q: 3 clusters Score -323320.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -323333.812500 Penalty: 2378.197266
	Iteration 23Q: 3 clusters Score -323333.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -323350.062500 Penalty: 2378.197266
	Iteration 24Q: 3 clusters Score -323350.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -323358.187500 Penalty: 2378.197266
	Iteration 25Q: 3 clusters Score -323358.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -323369.781250 Penalty: 2378.197266
	Iteration 26Q: 3 clusters Score -323369.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -323379.125000 Penalty: 2378.197266
	Iteration 27Q: 3 clusters Score -323379.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -323388.000000 Penalty: 2378.197266
	Iteration 28Q: 3 clusters Score -323388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -323394.718750 Penalty: 2378.197266
	Iteration 29Q: 3 clusters Score -323394.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -323398.906250 Penalty: 2378.197266
	Iteration 30Q: 3 clusters Score -323398.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -323405.250000 Penalty: 2378.197266
	Iteration 31Q: 3 clusters Score -323405.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -323413.000000 Penalty: 2378.197266
	Iteration 32Q: 3 clusters Score -323413 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -323421.187500 Penalty: 2378.197266
	Iteration 33Q: 3 clusters Score -323421.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -323426.906250 Penalty: 2378.197266
	Iteration 34Q: 3 clusters Score -323426.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -323432.875000 Penalty: 2378.197266
	Iteration 35Q: 3 clusters Score -323432.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -323437.687500 Penalty: 2378.197266
	Iteration 36Q: 3 clusters Score -323437.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -323439.625000 Penalty: 2378.197266
	Iteration 37Q: 3 clusters Score -323439.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -323443.875000 Penalty: 2378.197266
	Iteration 38Q: 3 clusters Score -323443.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -323449.781250 Penalty: 2378.197266
	Iteration 39Q: 3 clusters Score -323449.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -323451.468750 Penalty: 2378.197266
	Iteration 40F: 3 clusters Score -323451.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -323452.531250 Penalty: 2378.197266
	Iteration 41Q: 3 clusters Score -323452.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -323457.156250 Penalty: 2378.197266
	Iteration 42Q: 3 clusters Score -323457.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -323460.968750 Penalty: 2378.197266
	Iteration 43Q: 3 clusters Score -323461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -323464.750000 Penalty: 2378.197266
	Iteration 44Q: 3 clusters Score -323464.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -323466.187500 Penalty: 2378.197266
	Iteration 45Q: 3 clusters Score -323466.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -323467.156250 Penalty: 2378.197266
	Iteration 46Q: 3 clusters Score -323467.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -323467.937500 Penalty: 2378.197266
	Iteration 47Q: 3 clusters Score -323467.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -323467.937500 Penalty: 2378.197266
	Iteration 48F: 3 clusters Score -323467.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (65036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65036 members 
Entering Unmasked Estep 
Score: -8450808.000000 Penalty: 1649.105225
	Iteration 0F: 2 clusters Score -8450808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32574 members 
Mstep: Class 2 contains 32462 members 
Entering Unmasked Estep 
Score: -8410497.000000 Penalty: 3298.210449
	Iteration 0F: 3 clusters Score -8410497 nChanged 30319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33179 members 
Mstep: Class 2 contains 31857 members 
Entering Unmasked Estep 
Score: -8427582.000000 Penalty: 3298.210449
	Iteration 1F: 3 clusters Score -8427582 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33366 members 
Mstep: Class 2 contains 31670 members 
Entering Unmasked Estep 
Score: -8428087.000000 Penalty: 3298.210449
	Iteration 2Q: 3 clusters Score -8428087 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33714 members 
Mstep: Class 2 contains 31322 members 
Entering Unmasked Estep 
Score: -8428576.000000 Penalty: 3298.210449
	Iteration 3Q: 3 clusters Score -8428576 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34204 members 
Mstep: Class 2 contains 30832 members 
Entering Unmasked Estep 
Score: -8428946.000000 Penalty: 3298.210449
	Iteration 4Q: 3 clusters Score -8428946 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34857 members 
Mstep: Class 2 contains 30179 members 
Entering Unmasked Estep 
Score: -8429360.000000 Penalty: 3298.210449
	Iteration 5Q: 3 clusters Score -8429360 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35761 members 
Mstep: Class 2 contains 29275 members 
Entering Unmasked Estep 
Score: -8429735.000000 Penalty: 3298.210449
	Iteration 6Q: 3 clusters Score -8429735 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37014 members 
Mstep: Class 2 contains 28022 members 
Entering Unmasked Estep 
Score: -8430292.000000 Penalty: 3298.210449
	Iteration 7Q: 3 clusters Score -8430292 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38762 members 
Mstep: Class 2 contains 26274 members 
Entering Unmasked Estep 
Score: -8431080.000000 Penalty: 3298.210449
	Iteration 8Q: 3 clusters Score -8431080 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41129 members 
Mstep: Class 2 contains 23907 members 
Entering Unmasked Estep 
Score: -8432273.000000 Penalty: 3298.210449
	Iteration 9Q: 3 clusters Score -8432273 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44289 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -8434000.000000 Penalty: 3298.210449
	Iteration 10F: 3 clusters Score -8434000 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48059 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -8436267.000000 Penalty: 3298.210449
	Iteration 11F: 3 clusters Score -8436267 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52136 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -8439088.000000 Penalty: 3298.210449
	Iteration 12F: 3 clusters Score -8439088 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56039 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -8442075.000000 Penalty: 3298.210449
	Iteration 13F: 3 clusters Score -8442075 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59211 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -8444631.000000 Penalty: 3298.210449
	Iteration 14Q: 3 clusters Score -8444631 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61367 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -8446487.000000 Penalty: 3298.210449
	Iteration 15Q: 3 clusters Score -8446487 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62660 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -8447630.000000 Penalty: 3298.210449
	Iteration 16Q: 3 clusters Score -8447630 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63395 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -8448276.000000 Penalty: 3298.210449
	Iteration 17Q: 3 clusters Score -8448276 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63818 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -8448658.000000 Penalty: 3298.210449
	Iteration 18Q: 3 clusters Score -8448658 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64043 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -8448884.000000 Penalty: 3298.210449
	Iteration 19Q: 3 clusters Score -8448884 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64177 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -8449045.000000 Penalty: 3298.210449
	Iteration 20F: 3 clusters Score -8449045 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64264 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -8449143.000000 Penalty: 3298.210449
	Iteration 21Q: 3 clusters Score -8449143 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64325 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -8449221.000000 Penalty: 3298.210449
	Iteration 22Q: 3 clusters Score -8449221 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64387 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -8449284.000000 Penalty: 3298.210449
	Iteration 23Q: 3 clusters Score -8449284 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64422 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -8449328.000000 Penalty: 3298.210449
	Iteration 24Q: 3 clusters Score -8449328 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64443 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -8449342.000000 Penalty: 3298.210449
	Iteration 25Q: 3 clusters Score -8449342 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64463 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -8449367.000000 Penalty: 3298.210449
	Iteration 26Q: 3 clusters Score -8449367 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64480 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -8449387.000000 Penalty: 3298.210449
	Iteration 27Q: 3 clusters Score -8449387 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64495 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -8449401.000000 Penalty: 3298.210449
	Iteration 28Q: 3 clusters Score -8449401 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64507 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -8449420.000000 Penalty: 3298.210449
	Iteration 29Q: 3 clusters Score -8449420 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64518 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -8449434.000000 Penalty: 3298.210449
	Iteration 30Q: 3 clusters Score -8449434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64531 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -8449446.000000 Penalty: 3298.210449
	Iteration 31Q: 3 clusters Score -8449446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64536 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -8449455.000000 Penalty: 3298.210449
	Iteration 32Q: 3 clusters Score -8449455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64541 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -8449461.000000 Penalty: 3298.210449
	Iteration 33Q: 3 clusters Score -8449461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64546 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -8449466.000000 Penalty: 3298.210449
	Iteration 34Q: 3 clusters Score -8449466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64550 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -8449479.000000 Penalty: 3298.210449
	Iteration 35Q: 3 clusters Score -8449479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64552 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -8449475.000000 Penalty: 3298.210449
	Iteration 36Q: 3 clusters Score -8449475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64555 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -8449477.000000 Penalty: 3298.210449
	Iteration 37Q: 3 clusters Score -8449477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64557 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -8449486.000000 Penalty: 3298.210449
	Iteration 38Q: 3 clusters Score -8449486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64557 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -8449486.000000 Penalty: 3298.210449
	Iteration 39F: 3 clusters Score -8449486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (65302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65302 members 
Entering Unmasked Estep 
Score: -8137899.500000 Penalty: 1649.712524
	Iteration 0F: 2 clusters Score -8137900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32554 members 
Mstep: Class 2 contains 32748 members 
Entering Unmasked Estep 
Score: -8097465.500000 Penalty: 3299.425049
	Iteration 0F: 3 clusters Score -8097466 nChanged 30419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31459 members 
Mstep: Class 2 contains 33843 members 
Entering Unmasked Estep 
Score: -8114741.500000 Penalty: 3299.425049
	Iteration 1F: 3 clusters Score -8114742 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30688 members 
Mstep: Class 2 contains 34614 members 
Entering Unmasked Estep 
Score: -8115366.500000 Penalty: 3299.425049
	Iteration 2Q: 3 clusters Score -8115366 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29621 members 
Mstep: Class 2 contains 35681 members 
Entering Unmasked Estep 
Score: -8116038.000000 Penalty: 3299.425049
	Iteration 3Q: 3 clusters Score -8116038 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28111 members 
Mstep: Class 2 contains 37191 members 
Entering Unmasked Estep 
Score: -8116802.000000 Penalty: 3299.425049
	Iteration 4Q: 3 clusters Score -8116802 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 39376 members 
Entering Unmasked Estep 
Score: -8117857.500000 Penalty: 3299.425049
	Iteration 5Q: 3 clusters Score -8117858 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 42333 members 
Entering Unmasked Estep 
Score: -8119302.500000 Penalty: 3299.425049
	Iteration 6Q: 3 clusters Score -8119302 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 46076 members 
Entering Unmasked Estep 
Score: -8121280.000000 Penalty: 3299.425049
	Iteration 7F: 3 clusters Score -8121280 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 50636 members 
Entering Unmasked Estep 
Score: -8124188.000000 Penalty: 3299.425049
	Iteration 8F: 3 clusters Score -8124188 nChanged 4887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 55517 members 
Entering Unmasked Estep 
Score: -8127967.000000 Penalty: 3299.425049
	Iteration 9F: 3 clusters Score -8127967 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 59877 members 
Entering Unmasked Estep 
Score: -8131677.000000 Penalty: 3299.425049
	Iteration 10F: 3 clusters Score -8131677 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 62801 members 
Entering Unmasked Estep 
Score: -8134293.000000 Penalty: 3299.425049
	Iteration 11Q: 3 clusters Score -8134293 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 64233 members 
Entering Unmasked Estep 
Score: -8135645.000000 Penalty: 3299.425049
	Iteration 12Q: 3 clusters Score -8135645 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 64723 members 
Entering Unmasked Estep 
Score: -8136170.000000 Penalty: 3299.425049
	Iteration 13Q: 3 clusters Score -8136170 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 64877 members 
Entering Unmasked Estep 
Score: -8136397.500000 Penalty: 3299.425049
	Iteration 14Q: 3 clusters Score -8136398 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 64932 members 
Entering Unmasked Estep 
Score: -8136498.500000 Penalty: 3299.425049
	Iteration 15Q: 3 clusters Score -8136498 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 64958 members 
Entering Unmasked Estep 
Score: -8136551.000000 Penalty: 3299.425049
	Iteration 16Q: 3 clusters Score -8136551 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 64972 members 
Entering Unmasked Estep 
Score: -8136584.500000 Penalty: 3299.425049
	Iteration 17Q: 3 clusters Score -8136584 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 64977 members 
Entering Unmasked Estep 
Score: -8136597.500000 Penalty: 3299.425049
	Iteration 18Q: 3 clusters Score -8136598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 64986 members 
Entering Unmasked Estep 
Score: -8136619.000000 Penalty: 3299.425049
	Iteration 19Q: 3 clusters Score -8136619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 64992 members 
Entering Unmasked Estep 
Score: -8136623.000000 Penalty: 3299.425049
	Iteration 20F: 3 clusters Score -8136623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 64993 members 
Entering Unmasked Estep 
Score: -8136620.500000 Penalty: 3299.425049
	Iteration 21Q: 3 clusters Score -8136620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 64993 members 
Entering Unmasked Estep 
Score: -8136620.500000 Penalty: 3299.425049
	Iteration 22F: 3 clusters Score -8136620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (29848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29848 members 
Entering Unmasked Estep 
Score: -3492532.500000 Penalty: 1533.216309
	Iteration 0F: 2 clusters Score -3492532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -3473277.250000 Penalty: 3066.432617
	Iteration 0F: 3 clusters Score -3473277 nChanged 13372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -3480441.250000 Penalty: 3066.432617
	Iteration 1F: 3 clusters Score -3480441 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -3480920.750000 Penalty: 3066.432617
	Iteration 2Q: 3 clusters Score -3480921 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -3481397.250000 Penalty: 3066.432617
	Iteration 3Q: 3 clusters Score -3481397 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -3481846.750000 Penalty: 3066.432617
	Iteration 4Q: 3 clusters Score -3481847 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -3482305.500000 Penalty: 3066.432617
	Iteration 5Q: 3 clusters Score -3482306 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -3482820.250000 Penalty: 3066.432617
	Iteration 6Q: 3 clusters Score -3482820 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -3483457.500000 Penalty: 3066.432617
	Iteration 7Q: 3 clusters Score -3483458 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20183 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -3484303.750000 Penalty: 3066.432617
	Iteration 8Q: 3 clusters Score -3484304 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -3485409.000000 Penalty: 3066.432617
	Iteration 9F: 3 clusters Score -3485409 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -3486706.500000 Penalty: 3066.432617
	Iteration 10F: 3 clusters Score -3486706 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25076 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -3488107.500000 Penalty: 3066.432617
	Iteration 11F: 3 clusters Score -3488108 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26529 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -3489363.750000 Penalty: 3066.432617
	Iteration 12F: 3 clusters Score -3489364 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27581 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -3490276.000000 Penalty: 3066.432617
	Iteration 13Q: 3 clusters Score -3490276 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28243 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -3490831.250000 Penalty: 3066.432617
	Iteration 14Q: 3 clusters Score -3490831 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28635 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -3491144.500000 Penalty: 3066.432617
	Iteration 15Q: 3 clusters Score -3491144 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28861 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -3491320.000000 Penalty: 3066.432617
	Iteration 16Q: 3 clusters Score -3491320 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28991 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -3491417.500000 Penalty: 3066.432617
	Iteration 17Q: 3 clusters Score -3491418 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29075 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -3491486.750000 Penalty: 3066.432617
	Iteration 18Q: 3 clusters Score -3491487 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29120 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -3491535.000000 Penalty: 3066.432617
	Iteration 19Q: 3 clusters Score -3491535 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29146 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -3491550.500000 Penalty: 3066.432617
	Iteration 20F: 3 clusters Score -3491550 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29162 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -3491570.000000 Penalty: 3066.432617
	Iteration 21Q: 3 clusters Score -3491570 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29177 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -3491579.250000 Penalty: 3066.432617
	Iteration 22Q: 3 clusters Score -3491579 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29189 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -3491593.500000 Penalty: 3066.432617
	Iteration 23Q: 3 clusters Score -3491594 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29203 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -3491607.500000 Penalty: 3066.432617
	Iteration 24Q: 3 clusters Score -3491608 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29215 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -3491615.500000 Penalty: 3066.432617
	Iteration 25Q: 3 clusters Score -3491616 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29223 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -3491623.750000 Penalty: 3066.432617
	Iteration 26Q: 3 clusters Score -3491624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29233 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -3491637.500000 Penalty: 3066.432617
	Iteration 27Q: 3 clusters Score -3491638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29234 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -3491638.500000 Penalty: 3066.432617
	Iteration 28Q: 3 clusters Score -3491638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29238 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -3491641.500000 Penalty: 3066.432617
	Iteration 29Q: 3 clusters Score -3491642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29243 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -3491643.250000 Penalty: 3066.432617
	Iteration 30Q: 3 clusters Score -3491643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29245 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -3491646.750000 Penalty: 3066.432617
	Iteration 31Q: 3 clusters Score -3491647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29248 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -3491646.500000 Penalty: 3066.432617
	Iteration 32Q: 3 clusters Score -3491646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29250 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -3491645.750000 Penalty: 3066.432617
	Iteration 33Q: 3 clusters Score -3491646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29251 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -3491644.250000 Penalty: 3066.432617
	Iteration 34Q: 3 clusters Score -3491644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29252 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -3491648.500000 Penalty: 3066.432617
	Iteration 35Q: 3 clusters Score -3491648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29252 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -3491648.500000 Penalty: 3066.432617
	Iteration 36F: 3 clusters Score -3491648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Entering Unmasked Estep 
Score: -1388095.000000 Penalty: 1392.018188
	Iteration 0F: 2 clusters Score -1388095 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1380372.875000 Penalty: 2784.036377
	Iteration 0F: 3 clusters Score -1380373 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1383085.500000 Penalty: 2784.036377
	Iteration 1F: 3 clusters Score -1383086 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1383453.500000 Penalty: 2784.036377
	Iteration 2F: 3 clusters Score -1383454 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1383751.375000 Penalty: 2784.036377
	Iteration 3F: 3 clusters Score -1383751 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1384007.625000 Penalty: 2784.036377
	Iteration 4Q: 3 clusters Score -1384008 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1384242.250000 Penalty: 2784.036377
	Iteration 5Q: 3 clusters Score -1384242 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1384489.250000 Penalty: 2784.036377
	Iteration 6Q: 3 clusters Score -1384489 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1384718.250000 Penalty: 2784.036377
	Iteration 7Q: 3 clusters Score -1384718 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1384960.875000 Penalty: 2784.036377
	Iteration 8Q: 3 clusters Score -1384961 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1385214.500000 Penalty: 2784.036377
	Iteration 9Q: 3 clusters Score -1385214 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1385463.875000 Penalty: 2784.036377
	Iteration 10Q: 3 clusters Score -1385464 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1385693.625000 Penalty: 2784.036377
	Iteration 11Q: 3 clusters Score -1385694 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1385906.000000 Penalty: 2784.036377
	Iteration 12Q: 3 clusters Score -1385906 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1386076.750000 Penalty: 2784.036377
	Iteration 13Q: 3 clusters Score -1386077 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1386211.125000 Penalty: 2784.036377
	Iteration 14Q: 3 clusters Score -1386211 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1386319.250000 Penalty: 2784.036377
	Iteration 15Q: 3 clusters Score -1386319 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1386390.000000 Penalty: 2784.036377
	Iteration 16Q: 3 clusters Score -1386390 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1386432.750000 Penalty: 2784.036377
	Iteration 17Q: 3 clusters Score -1386433 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1386460.250000 Penalty: 2784.036377
	Iteration 18Q: 3 clusters Score -1386460 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1386489.750000 Penalty: 2784.036377
	Iteration 19Q: 3 clusters Score -1386490 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1386511.250000 Penalty: 2784.036377
	Iteration 20F: 3 clusters Score -1386511 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1386544.750000 Penalty: 2784.036377
	Iteration 21Q: 3 clusters Score -1386545 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1386576.500000 Penalty: 2784.036377
	Iteration 22Q: 3 clusters Score -1386576 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1386611.750000 Penalty: 2784.036377
	Iteration 23Q: 3 clusters Score -1386612 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1386667.625000 Penalty: 2784.036377
	Iteration 24Q: 3 clusters Score -1386668 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1386718.875000 Penalty: 2784.036377
	Iteration 25Q: 3 clusters Score -1386719 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1386792.500000 Penalty: 2784.036377
	Iteration 26Q: 3 clusters Score -1386792 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1386871.875000 Penalty: 2784.036377
	Iteration 27Q: 3 clusters Score -1386872 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1386955.750000 Penalty: 2784.036377
	Iteration 28Q: 3 clusters Score -1386956 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1387034.875000 Penalty: 2784.036377
	Iteration 29Q: 3 clusters Score -1387035 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1387093.625000 Penalty: 2784.036377
	Iteration 30Q: 3 clusters Score -1387094 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1387144.875000 Penalty: 2784.036377
	Iteration 31Q: 3 clusters Score -1387145 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1387180.625000 Penalty: 2784.036377
	Iteration 32Q: 3 clusters Score -1387181 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1387198.375000 Penalty: 2784.036377
	Iteration 33Q: 3 clusters Score -1387198 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1387213.625000 Penalty: 2784.036377
	Iteration 34Q: 3 clusters Score -1387214 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1387230.125000 Penalty: 2784.036377
	Iteration 35Q: 3 clusters Score -1387230 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1387239.250000 Penalty: 2784.036377
	Iteration 36Q: 3 clusters Score -1387239 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1387248.375000 Penalty: 2784.036377
	Iteration 37Q: 3 clusters Score -1387248 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1387256.500000 Penalty: 2784.036377
	Iteration 38Q: 3 clusters Score -1387256 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1387264.375000 Penalty: 2784.036377
	Iteration 39Q: 3 clusters Score -1387264 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1387269.125000 Penalty: 2784.036377
	Iteration 40F: 3 clusters Score -1387269 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1387269.125000 Penalty: 2784.036377
	Iteration 41Q: 3 clusters Score -1387269 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1387275.375000 Penalty: 2784.036377
	Iteration 42Q: 3 clusters Score -1387275 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1387280.500000 Penalty: 2784.036377
	Iteration 43Q: 3 clusters Score -1387280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1387284.250000 Penalty: 2784.036377
	Iteration 44Q: 3 clusters Score -1387284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1387281.375000 Penalty: 2784.036377
	Iteration 45Q: 3 clusters Score -1387281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1387284.125000 Penalty: 2784.036377
	Iteration 46Q: 3 clusters Score -1387284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1387281.250000 Penalty: 2784.036377
	Iteration 47Q: 3 clusters Score -1387281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1387281.000000 Penalty: 2784.036377
	Iteration 48Q: 3 clusters Score -1387281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1387286.000000 Penalty: 2784.036377
	Iteration 49Q: 3 clusters Score -1387286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1387284.375000 Penalty: 2784.036377
	Iteration 50Q: 3 clusters Score -1387284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1387285.375000 Penalty: 2784.036377
	Iteration 51Q: 3 clusters Score -1387285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1387285.625000 Penalty: 2784.036377
	Iteration 52Q: 3 clusters Score -1387286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1387287.000000 Penalty: 2784.036377
	Iteration 53Q: 3 clusters Score -1387287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1387284.875000 Penalty: 2784.036377
	Iteration 54Q: 3 clusters Score -1387285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1387285.875000 Penalty: 2784.036377
	Iteration 55Q: 3 clusters Score -1387286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1387288.000000 Penalty: 2784.036377
	Iteration 56Q: 3 clusters Score -1387288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1387285.625000 Penalty: 2784.036377
	Iteration 57Q: 3 clusters Score -1387286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1387285.000000 Penalty: 2784.036377
	Iteration 58Q: 3 clusters Score -1387285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1387286.625000 Penalty: 2784.036377
	Iteration 59Q: 3 clusters Score -1387287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1387287.000000 Penalty: 2784.036377
	Iteration 60F: 3 clusters Score -1387287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1387286.500000 Penalty: 2784.036377
	Iteration 61Q: 3 clusters Score -1387286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1387284.250000 Penalty: 2784.036377
	Iteration 62Q: 3 clusters Score -1387284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1387287.125000 Penalty: 2784.036377
	Iteration 63Q: 3 clusters Score -1387287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1387290.500000 Penalty: 2784.036377
	Iteration 64Q: 3 clusters Score -1387290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1387290.875000 Penalty: 2784.036377
	Iteration 65Q: 3 clusters Score -1387291 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1387288.125000 Penalty: 2784.036377
	Iteration 66Q: 3 clusters Score -1387288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1387290.500000 Penalty: 2784.036377
	Iteration 67Q: 3 clusters Score -1387290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1387291.000000 Penalty: 2784.036377
	Iteration 68Q: 3 clusters Score -1387291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1387289.125000 Penalty: 2784.036377
	Iteration 69Q: 3 clusters Score -1387289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1387294.625000 Penalty: 2784.036377
	Iteration 70Q: 3 clusters Score -1387295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1387297.250000 Penalty: 2784.036377
	Iteration 71Q: 3 clusters Score -1387297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1387297.375000 Penalty: 2784.036377
	Iteration 72Q: 3 clusters Score -1387297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1387296.625000 Penalty: 2784.036377
	Iteration 73Q: 3 clusters Score -1387297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1387297.875000 Penalty: 2784.036377
	Iteration 74Q: 3 clusters Score -1387298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1387298.250000 Penalty: 2784.036377
	Iteration 75Q: 3 clusters Score -1387298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1387299.000000 Penalty: 2784.036377
	Iteration 76Q: 3 clusters Score -1387299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1387301.125000 Penalty: 2784.036377
	Iteration 77Q: 3 clusters Score -1387301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1387300.250000 Penalty: 2784.036377
	Iteration 78Q: 3 clusters Score -1387300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1387305.500000 Penalty: 2784.036377
	Iteration 79Q: 3 clusters Score -1387306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1387306.500000 Penalty: 2784.036377
	Iteration 80F: 3 clusters Score -1387306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1387305.875000 Penalty: 2784.036377
	Iteration 81Q: 3 clusters Score -1387306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1387302.000000 Penalty: 2784.036377
	Iteration 82Q: 3 clusters Score -1387302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1387303.500000 Penalty: 2784.036377
	Iteration 83Q: 3 clusters Score -1387304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1387303.250000 Penalty: 2784.036377
	Iteration 84Q: 3 clusters Score -1387303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1387303.000000 Penalty: 2784.036377
	Iteration 85Q: 3 clusters Score -1387303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1387305.000000 Penalty: 2784.036377
	Iteration 86Q: 3 clusters Score -1387305 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1387305.000000 Penalty: 2784.036377
	Iteration 87F: 3 clusters Score -1387305 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (90362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90362 members 
Entering Unmasked Estep 
Score: -11277705.000000 Penalty: 1698.042969
	Iteration 0F: 2 clusters Score -1.12777e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45192 members 
Mstep: Class 2 contains 45170 members 
Entering Unmasked Estep 
Score: -11231876.000000 Penalty: 3396.085938
	Iteration 0F: 3 clusters Score -1.123188e+07 nChanged 42747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44891 members 
Mstep: Class 2 contains 45471 members 
Entering Unmasked Estep 
Score: -11256064.000000 Penalty: 3396.085938
	Iteration 1F: 3 clusters Score -1.125606e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44853 members 
Mstep: Class 2 contains 45509 members 
Entering Unmasked Estep 
Score: -11256694.000000 Penalty: 3396.085938
	Iteration 2Q: 3 clusters Score -1.125669e+07 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44989 members 
Mstep: Class 2 contains 45373 members 
Entering Unmasked Estep 
Score: -11257408.000000 Penalty: 3396.085938
	Iteration 3Q: 3 clusters Score -1.125741e+07 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45388 members 
Mstep: Class 2 contains 44974 members 
Entering Unmasked Estep 
Score: -11258311.000000 Penalty: 3396.085938
	Iteration 4Q: 3 clusters Score -1.125831e+07 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46114 members 
Mstep: Class 2 contains 44248 members 
Entering Unmasked Estep 
Score: -11259441.000000 Penalty: 3396.085938
	Iteration 5Q: 3 clusters Score -1.125944e+07 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47267 members 
Mstep: Class 2 contains 43095 members 
Entering Unmasked Estep 
Score: -11261044.000000 Penalty: 3396.085938
	Iteration 6Q: 3 clusters Score -1.126104e+07 nChanged 4466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49013 members 
Mstep: Class 2 contains 41349 members 
Entering Unmasked Estep 
Score: -11263118.000000 Penalty: 3396.085938
	Iteration 7Q: 3 clusters Score -1.126312e+07 nChanged 5049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51354 members 
Mstep: Class 2 contains 39008 members 
Entering Unmasked Estep 
Score: -11266132.000000 Penalty: 3396.085938
	Iteration 8F: 3 clusters Score -1.126613e+07 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53917 members 
Mstep: Class 2 contains 36445 members 
Entering Unmasked Estep 
Score: -11269762.000000 Penalty: 3396.085938
	Iteration 9F: 3 clusters Score -1.126976e+07 nChanged 5439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56250 members 
Mstep: Class 2 contains 34112 members 
Entering Unmasked Estep 
Score: -11273184.000000 Penalty: 3396.085938
	Iteration 10F: 3 clusters Score -1.127318e+07 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57947 members 
Mstep: Class 2 contains 32415 members 
Entering Unmasked Estep 
Score: -11275591.000000 Penalty: 3396.085938
	Iteration 11F: 3 clusters Score -1.127559e+07 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59107 members 
Mstep: Class 2 contains 31255 members 
Entering Unmasked Estep 
Score: -11276722.000000 Penalty: 3396.085938
	Iteration 12Q: 3 clusters Score -1.127672e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60002 members 
Mstep: Class 2 contains 30360 members 
Entering Unmasked Estep 
Score: -11277172.000000 Penalty: 3396.085938
	Iteration 13Q: 3 clusters Score -1.127717e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60765 members 
Mstep: Class 2 contains 29597 members 
Entering Unmasked Estep 
Score: -11277506.000000 Penalty: 3396.085938
	Iteration 14Q: 3 clusters Score -1.127751e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61451 members 
Mstep: Class 2 contains 28911 members 
Entering Unmasked Estep 
Score: -11277798.000000 Penalty: 3396.085938
	Iteration 15Q: 3 clusters Score -1.12778e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62101 members 
Mstep: Class 2 contains 28261 members 
Entering Unmasked Estep 
Score: -11277963.000000 Penalty: 3396.085938
	Iteration 16Q: 3 clusters Score -1.127796e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62720 members 
Mstep: Class 2 contains 27642 members 
Entering Unmasked Estep 
Score: -11278180.000000 Penalty: 3396.085938
	Iteration 17Q: 3 clusters Score -1.127818e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63278 members 
Mstep: Class 2 contains 27084 members 
Entering Unmasked Estep 
Score: -11278347.000000 Penalty: 3396.085938
	Iteration 18Q: 3 clusters Score -1.127835e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63742 members 
Mstep: Class 2 contains 26620 members 
Entering Unmasked Estep 
Score: -11278546.000000 Penalty: 3396.085938
	Iteration 19Q: 3 clusters Score -1.127855e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64167 members 
Mstep: Class 2 contains 26195 members 
Entering Unmasked Estep 
Score: -11278611.000000 Penalty: 3396.085938
	Iteration 20F: 3 clusters Score -1.127861e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64556 members 
Mstep: Class 2 contains 25806 members 
Entering Unmasked Estep 
Score: -11278776.000000 Penalty: 3396.085938
	Iteration 21Q: 3 clusters Score -1.127878e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64887 members 
Mstep: Class 2 contains 25475 members 
Entering Unmasked Estep 
Score: -11278869.000000 Penalty: 3396.085938
	Iteration 22Q: 3 clusters Score -1.127887e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65175 members 
Mstep: Class 2 contains 25187 members 
Entering Unmasked Estep 
Score: -11278953.000000 Penalty: 3396.085938
	Iteration 23Q: 3 clusters Score -1.127895e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65452 members 
Mstep: Class 2 contains 24910 members 
Entering Unmasked Estep 
Score: -11279036.000000 Penalty: 3396.085938
	Iteration 24Q: 3 clusters Score -1.127904e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65682 members 
Mstep: Class 2 contains 24680 members 
Entering Unmasked Estep 
Score: -11279048.000000 Penalty: 3396.085938
	Iteration 25Q: 3 clusters Score -1.127905e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65910 members 
Mstep: Class 2 contains 24452 members 
Entering Unmasked Estep 
Score: -11279236.000000 Penalty: 3396.085938
	Iteration 26Q: 3 clusters Score -1.127924e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66126 members 
Mstep: Class 2 contains 24236 members 
Entering Unmasked Estep 
Score: -11279292.000000 Penalty: 3396.085938
	Iteration 27Q: 3 clusters Score -1.127929e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66360 members 
Mstep: Class 2 contains 24002 members 
Entering Unmasked Estep 
Score: -11279360.000000 Penalty: 3396.085938
	Iteration 28Q: 3 clusters Score -1.127936e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66589 members 
Mstep: Class 2 contains 23773 members 
Entering Unmasked Estep 
Score: -11279372.000000 Penalty: 3396.085938
	Iteration 29Q: 3 clusters Score -1.127937e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66832 members 
Mstep: Class 2 contains 23530 members 
Entering Unmasked Estep 
Score: -11279463.000000 Penalty: 3396.085938
	Iteration 30Q: 3 clusters Score -1.127946e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67089 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -11279523.000000 Penalty: 3396.085938
	Iteration 31Q: 3 clusters Score -1.127952e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67327 members 
Mstep: Class 2 contains 23035 members 
Entering Unmasked Estep 
Score: -11279559.000000 Penalty: 3396.085938
	Iteration 32Q: 3 clusters Score -1.127956e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67544 members 
Mstep: Class 2 contains 22818 members 
Entering Unmasked Estep 
Score: -11279590.000000 Penalty: 3396.085938
	Iteration 33Q: 3 clusters Score -1.127959e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67745 members 
Mstep: Class 2 contains 22617 members 
Entering Unmasked Estep 
Score: -11279591.000000 Penalty: 3396.085938
	Iteration 34Q: 3 clusters Score -1.127959e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67938 members 
Mstep: Class 2 contains 22424 members 
Entering Unmasked Estep 
Score: -11279614.000000 Penalty: 3396.085938
	Iteration 35Q: 3 clusters Score -1.127961e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68150 members 
Mstep: Class 2 contains 22212 members 
Entering Unmasked Estep 
Score: -11279654.000000 Penalty: 3396.085938
	Iteration 36Q: 3 clusters Score -1.127965e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68356 members 
Mstep: Class 2 contains 22006 members 
Entering Unmasked Estep 
Score: -11279675.000000 Penalty: 3396.085938
	Iteration 37Q: 3 clusters Score -1.127968e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68545 members 
Mstep: Class 2 contains 21817 members 
Entering Unmasked Estep 
Score: -11279687.000000 Penalty: 3396.085938
	Iteration 38Q: 3 clusters Score -1.127969e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68705 members 
Mstep: Class 2 contains 21657 members 
Entering Unmasked Estep 
Score: -11279721.000000 Penalty: 3396.085938
	Iteration 39Q: 3 clusters Score -1.127972e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68868 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -11279723.000000 Penalty: 3396.085938
	Iteration 40F: 3 clusters Score -1.127972e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69050 members 
Mstep: Class 2 contains 21312 members 
Entering Unmasked Estep 
Score: -11279765.000000 Penalty: 3396.085938
	Iteration 41Q: 3 clusters Score -1.127976e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69237 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -11279821.000000 Penalty: 3396.085938
	Iteration 42Q: 3 clusters Score -1.127982e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69391 members 
Mstep: Class 2 contains 20971 members 
Entering Unmasked Estep 
Score: -11279882.000000 Penalty: 3396.085938
	Iteration 43Q: 3 clusters Score -1.127988e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69548 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -11279926.000000 Penalty: 3396.085938
	Iteration 44Q: 3 clusters Score -1.127993e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69699 members 
Mstep: Class 2 contains 20663 members 
Entering Unmasked Estep 
Score: -11279972.000000 Penalty: 3396.085938
	Iteration 45Q: 3 clusters Score -1.127997e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69853 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -11280021.000000 Penalty: 3396.085938
	Iteration 46Q: 3 clusters Score -1.128002e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70002 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -11280058.000000 Penalty: 3396.085938
	Iteration 47Q: 3 clusters Score -1.128006e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70156 members 
Mstep: Class 2 contains 20206 members 
Entering Unmasked Estep 
Score: -11280088.000000 Penalty: 3396.085938
	Iteration 48Q: 3 clusters Score -1.128009e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70308 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -11280141.000000 Penalty: 3396.085938
	Iteration 49Q: 3 clusters Score -1.128014e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70481 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -11280147.000000 Penalty: 3396.085938
	Iteration 50Q: 3 clusters Score -1.128015e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70664 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -11280149.000000 Penalty: 3396.085938
	Iteration 51Q: 3 clusters Score -1.128015e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70850 members 
Mstep: Class 2 contains 19512 members 
Entering Unmasked Estep 
Score: -11280159.000000 Penalty: 3396.085938
	Iteration 52Q: 3 clusters Score -1.128016e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71045 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -11280166.000000 Penalty: 3396.085938
	Iteration 53Q: 3 clusters Score -1.128017e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71245 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -11280191.000000 Penalty: 3396.085938
	Iteration 54Q: 3 clusters Score -1.128019e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71454 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -11280195.000000 Penalty: 3396.085938
	Iteration 55Q: 3 clusters Score -1.12802e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71641 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -11280203.000000 Penalty: 3396.085938
	Iteration 56Q: 3 clusters Score -1.12802e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71813 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
Score: -11280210.000000 Penalty: 3396.085938
	Iteration 57Q: 3 clusters Score -1.128021e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71951 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
Score: -11280210.000000 Penalty: 3396.085938
	Iteration 58Q: 3 clusters Score -1.128021e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72097 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -11280224.000000 Penalty: 3396.085938
	Iteration 59Q: 3 clusters Score -1.128022e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72248 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -11280241.000000 Penalty: 3396.085938
	Iteration 60F: 3 clusters Score -1.128024e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72403 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -11280277.000000 Penalty: 3396.085938
	Iteration 61Q: 3 clusters Score -1.128028e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72581 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -11280340.000000 Penalty: 3396.085938
	Iteration 62Q: 3 clusters Score -1.128034e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72741 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -11280394.000000 Penalty: 3396.085938
	Iteration 63Q: 3 clusters Score -1.128039e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72902 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -11280450.000000 Penalty: 3396.085938
	Iteration 64Q: 3 clusters Score -1.128045e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73093 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -11280450.000000 Penalty: 3396.085938
	Iteration 65Q: 3 clusters Score -1.128045e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73279 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -11280433.000000 Penalty: 3396.085938
	Iteration 66Q: 3 clusters Score -1.128043e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73473 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -11280470.000000 Penalty: 3396.085938
	Iteration 67Q: 3 clusters Score -1.128047e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73677 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -11280488.000000 Penalty: 3396.085938
	Iteration 68Q: 3 clusters Score -1.128049e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73886 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -11280510.000000 Penalty: 3396.085938
	Iteration 69Q: 3 clusters Score -1.128051e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74086 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -11280495.000000 Penalty: 3396.085938
	Iteration 70Q: 3 clusters Score -1.12805e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74270 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -11280485.000000 Penalty: 3396.085938
	Iteration 71Q: 3 clusters Score -1.128048e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74480 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -11280510.000000 Penalty: 3396.085938
	Iteration 72Q: 3 clusters Score -1.128051e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74681 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -11280487.000000 Penalty: 3396.085938
	Iteration 73Q: 3 clusters Score -1.128049e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74879 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -11280471.000000 Penalty: 3396.085938
	Iteration 74Q: 3 clusters Score -1.128047e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75079 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -11280499.000000 Penalty: 3396.085938
	Iteration 75Q: 3 clusters Score -1.12805e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75304 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -11280540.000000 Penalty: 3396.085938
	Iteration 76Q: 3 clusters Score -1.128054e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75538 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -11280592.000000 Penalty: 3396.085938
	Iteration 77Q: 3 clusters Score -1.128059e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75776 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -11280607.000000 Penalty: 3396.085938
	Iteration 78Q: 3 clusters Score -1.128061e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76027 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -11280595.000000 Penalty: 3396.085938
	Iteration 79Q: 3 clusters Score -1.12806e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76291 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -11280559.000000 Penalty: 3396.085938
	Iteration 80F: 3 clusters Score -1.128056e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76546 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -11280585.000000 Penalty: 3396.085938
	Iteration 81Q: 3 clusters Score -1.128058e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76801 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -11280604.000000 Penalty: 3396.085938
	Iteration 82Q: 3 clusters Score -1.12806e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77063 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -11280623.000000 Penalty: 3396.085938
	Iteration 83Q: 3 clusters Score -1.128062e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77320 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -11280608.000000 Penalty: 3396.085938
	Iteration 84Q: 3 clusters Score -1.128061e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77581 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -11280587.000000 Penalty: 3396.085938
	Iteration 85Q: 3 clusters Score -1.128059e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77827 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -11280588.000000 Penalty: 3396.085938
	Iteration 86Q: 3 clusters Score -1.128059e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78083 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -11280559.000000 Penalty: 3396.085938
	Iteration 87Q: 3 clusters Score -1.128056e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78347 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -11280536.000000 Penalty: 3396.085938
	Iteration 88Q: 3 clusters Score -1.128054e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78597 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -11280509.000000 Penalty: 3396.085938
	Iteration 89Q: 3 clusters Score -1.128051e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78820 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -11280505.000000 Penalty: 3396.085938
	Iteration 90Q: 3 clusters Score -1.12805e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79059 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -11280473.000000 Penalty: 3396.085938
	Iteration 91Q: 3 clusters Score -1.128047e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79288 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -11280466.000000 Penalty: 3396.085938
	Iteration 92Q: 3 clusters Score -1.128047e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79525 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -11280409.000000 Penalty: 3396.085938
	Iteration 93Q: 3 clusters Score -1.128041e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79744 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -11280391.000000 Penalty: 3396.085938
	Iteration 94Q: 3 clusters Score -1.128039e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79968 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -11280331.000000 Penalty: 3396.085938
	Iteration 95Q: 3 clusters Score -1.128033e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80217 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -11280272.000000 Penalty: 3396.085938
	Iteration 96Q: 3 clusters Score -1.128027e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80426 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -11280240.000000 Penalty: 3396.085938
	Iteration 97Q: 3 clusters Score -1.128024e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80633 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -11280176.000000 Penalty: 3396.085938
	Iteration 98Q: 3 clusters Score -1.128018e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80801 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -11280171.000000 Penalty: 3396.085938
	Iteration 99Q: 3 clusters Score -1.128017e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80965 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -11280113.000000 Penalty: 3396.085938
	Iteration 100F: 3 clusters Score -1.128011e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81134 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -11280091.000000 Penalty: 3396.085938
	Iteration 101Q: 3 clusters Score -1.128009e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81283 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -11280091.000000 Penalty: 3396.085938
	Iteration 102Q: 3 clusters Score -1.128009e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81453 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -11280045.000000 Penalty: 3396.085938
	Iteration 103Q: 3 clusters Score -1.128004e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81617 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -11280027.000000 Penalty: 3396.085938
	Iteration 104Q: 3 clusters Score -1.128003e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81777 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -11279982.000000 Penalty: 3396.085938
	Iteration 105Q: 3 clusters Score -1.127998e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81937 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -11279950.000000 Penalty: 3396.085938
	Iteration 106Q: 3 clusters Score -1.127995e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82093 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -11279942.000000 Penalty: 3396.085938
	Iteration 107Q: 3 clusters Score -1.127994e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82242 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -11279929.000000 Penalty: 3396.085938
	Iteration 108Q: 3 clusters Score -1.127993e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82372 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -11279910.000000 Penalty: 3396.085938
	Iteration 109Q: 3 clusters Score -1.127991e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82483 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -11279862.000000 Penalty: 3396.085938
	Iteration 110Q: 3 clusters Score -1.127986e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82610 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -11279849.000000 Penalty: 3396.085938
	Iteration 111Q: 3 clusters Score -1.127985e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82740 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -11279852.000000 Penalty: 3396.085938
	Iteration 112Q: 3 clusters Score -1.127985e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82877 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -11279829.000000 Penalty: 3396.085938
	Iteration 113Q: 3 clusters Score -1.127983e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83003 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -11279800.000000 Penalty: 3396.085938
	Iteration 114Q: 3 clusters Score -1.12798e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83132 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -11279749.000000 Penalty: 3396.085938
	Iteration 115Q: 3 clusters Score -1.127975e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83248 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -11279743.000000 Penalty: 3396.085938
	Iteration 116Q: 3 clusters Score -1.127974e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83356 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -11279720.000000 Penalty: 3396.085938
	Iteration 117Q: 3 clusters Score -1.127972e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83481 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -11279649.000000 Penalty: 3396.085938
	Iteration 118Q: 3 clusters Score -1.127965e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83619 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -11279632.000000 Penalty: 3396.085938
	Iteration 119Q: 3 clusters Score -1.127963e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83764 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -11279633.000000 Penalty: 3396.085938
	Iteration 120F: 3 clusters Score -1.127963e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83884 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -11279591.000000 Penalty: 3396.085938
	Iteration 121Q: 3 clusters Score -1.127959e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84001 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -11279586.000000 Penalty: 3396.085938
	Iteration 122Q: 3 clusters Score -1.127959e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84098 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -11279583.000000 Penalty: 3396.085938
	Iteration 123Q: 3 clusters Score -1.127958e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84187 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -11279595.000000 Penalty: 3396.085938
	Iteration 124Q: 3 clusters Score -1.12796e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84300 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -11279580.000000 Penalty: 3396.085938
	Iteration 125Q: 3 clusters Score -1.127958e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84403 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -11279559.000000 Penalty: 3396.085938
	Iteration 126Q: 3 clusters Score -1.127956e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84514 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -11279515.000000 Penalty: 3396.085938
	Iteration 127Q: 3 clusters Score -1.127952e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84616 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -11279497.000000 Penalty: 3396.085938
	Iteration 128Q: 3 clusters Score -1.12795e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84702 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -11279479.000000 Penalty: 3396.085938
	Iteration 129Q: 3 clusters Score -1.127948e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84789 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -11279447.000000 Penalty: 3396.085938
	Iteration 130Q: 3 clusters Score -1.127945e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84886 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -11279396.000000 Penalty: 3396.085938
	Iteration 131Q: 3 clusters Score -1.12794e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84958 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -11279373.000000 Penalty: 3396.085938
	Iteration 132Q: 3 clusters Score -1.127937e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85031 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -11279359.000000 Penalty: 3396.085938
	Iteration 133Q: 3 clusters Score -1.127936e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85098 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -11279355.000000 Penalty: 3396.085938
	Iteration 134Q: 3 clusters Score -1.127936e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85158 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -11279347.000000 Penalty: 3396.085938
	Iteration 135Q: 3 clusters Score -1.127935e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85209 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -11279328.000000 Penalty: 3396.085938
	Iteration 136Q: 3 clusters Score -1.127933e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85257 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -11279311.000000 Penalty: 3396.085938
	Iteration 137Q: 3 clusters Score -1.127931e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85306 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -11279285.000000 Penalty: 3396.085938
	Iteration 138Q: 3 clusters Score -1.127928e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85350 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -11279267.000000 Penalty: 3396.085938
	Iteration 139Q: 3 clusters Score -1.127927e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85387 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -11279254.000000 Penalty: 3396.085938
	Iteration 140F: 3 clusters Score -1.127925e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85414 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -11279233.000000 Penalty: 3396.085938
	Iteration 141Q: 3 clusters Score -1.127923e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85439 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -11279232.000000 Penalty: 3396.085938
	Iteration 142Q: 3 clusters Score -1.127923e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85466 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -11279235.000000 Penalty: 3396.085938
	Iteration 143Q: 3 clusters Score -1.127924e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85495 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -11279208.000000 Penalty: 3396.085938
	Iteration 144Q: 3 clusters Score -1.127921e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85528 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -11279211.000000 Penalty: 3396.085938
	Iteration 145Q: 3 clusters Score -1.127921e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85563 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -11279188.000000 Penalty: 3396.085938
	Iteration 146Q: 3 clusters Score -1.127919e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85600 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -11279181.000000 Penalty: 3396.085938
	Iteration 147Q: 3 clusters Score -1.127918e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85625 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -11279155.000000 Penalty: 3396.085938
	Iteration 148Q: 3 clusters Score -1.127916e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85652 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -11279128.000000 Penalty: 3396.085938
	Iteration 149Q: 3 clusters Score -1.127913e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85676 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -11279119.000000 Penalty: 3396.085938
	Iteration 150Q: 3 clusters Score -1.127912e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85696 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -11279108.000000 Penalty: 3396.085938
	Iteration 151Q: 3 clusters Score -1.127911e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85719 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -11279100.000000 Penalty: 3396.085938
	Iteration 152Q: 3 clusters Score -1.12791e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85744 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -11279097.000000 Penalty: 3396.085938
	Iteration 153Q: 3 clusters Score -1.12791e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85766 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -11279078.000000 Penalty: 3396.085938
	Iteration 154Q: 3 clusters Score -1.127908e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85782 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -11279082.000000 Penalty: 3396.085938
	Iteration 155Q: 3 clusters Score -1.127908e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85798 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -11279065.000000 Penalty: 3396.085938
	Iteration 156Q: 3 clusters Score -1.127906e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85816 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -11279059.000000 Penalty: 3396.085938
	Iteration 157Q: 3 clusters Score -1.127906e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85836 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -11279061.000000 Penalty: 3396.085938
	Iteration 158Q: 3 clusters Score -1.127906e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85862 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -11279051.000000 Penalty: 3396.085938
	Iteration 159Q: 3 clusters Score -1.127905e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85885 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -11279045.000000 Penalty: 3396.085938
	Iteration 160F: 3 clusters Score -1.127904e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85902 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -11279055.000000 Penalty: 3396.085938
	Iteration 161Q: 3 clusters Score -1.127906e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85925 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -11279050.000000 Penalty: 3396.085938
	Iteration 162Q: 3 clusters Score -1.127905e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85952 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -11279036.000000 Penalty: 3396.085938
	Iteration 163Q: 3 clusters Score -1.127904e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85975 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -11279042.000000 Penalty: 3396.085938
	Iteration 164Q: 3 clusters Score -1.127904e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85998 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -11279035.000000 Penalty: 3396.085938
	Iteration 165Q: 3 clusters Score -1.127904e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86026 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -11279027.000000 Penalty: 3396.085938
	Iteration 166Q: 3 clusters Score -1.127903e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86048 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -11279027.000000 Penalty: 3396.085938
	Iteration 167Q: 3 clusters Score -1.127903e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86078 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -11279010.000000 Penalty: 3396.085938
	Iteration 168Q: 3 clusters Score -1.127901e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86106 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -11278997.000000 Penalty: 3396.085938
	Iteration 169Q: 3 clusters Score -1.1279e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86125 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -11278962.000000 Penalty: 3396.085938
	Iteration 170Q: 3 clusters Score -1.127896e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86142 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -11278959.000000 Penalty: 3396.085938
	Iteration 171Q: 3 clusters Score -1.127896e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86156 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -11278939.000000 Penalty: 3396.085938
	Iteration 172Q: 3 clusters Score -1.127894e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86166 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -11278929.000000 Penalty: 3396.085938
	Iteration 173Q: 3 clusters Score -1.127893e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86173 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -11278925.000000 Penalty: 3396.085938
	Iteration 174Q: 3 clusters Score -1.127892e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86185 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -11278941.000000 Penalty: 3396.085938
	Iteration 175Q: 3 clusters Score -1.127894e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86194 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -11278941.000000 Penalty: 3396.085938
	Iteration 176Q: 3 clusters Score -1.127894e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86206 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -11278941.000000 Penalty: 3396.085938
	Iteration 177Q: 3 clusters Score -1.127894e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86218 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -11278945.000000 Penalty: 3396.085938
	Iteration 178Q: 3 clusters Score -1.127894e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86228 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -11278936.000000 Penalty: 3396.085938
	Iteration 179Q: 3 clusters Score -1.127894e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86236 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -11278945.000000 Penalty: 3396.085938
	Iteration 180F: 3 clusters Score -1.127894e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86240 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -11278927.000000 Penalty: 3396.085938
	Iteration 181Q: 3 clusters Score -1.127893e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86245 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -11278931.000000 Penalty: 3396.085938
	Iteration 182Q: 3 clusters Score -1.127893e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86247 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -11278930.000000 Penalty: 3396.085938
	Iteration 183Q: 3 clusters Score -1.127893e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86249 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -11278923.000000 Penalty: 3396.085938
	Iteration 184Q: 3 clusters Score -1.127892e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86251 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -11278924.000000 Penalty: 3396.085938
	Iteration 185Q: 3 clusters Score -1.127892e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86251 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -11278924.000000 Penalty: 3396.085938
	Iteration 186F: 3 clusters Score -1.127892e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 549 members 
Mstep: Class 3 contains 5386 members 
Mstep: Class 4 contains 2955 members 
Mstep: Class 5 contains 65036 members 
Mstep: Class 6 contains 65302 members 
Mstep: Class 7 contains 29848 members 
Mstep: Class 8 contains 11556 members 
Mstep: Class 9 contains 86251 members 
Mstep: Class 10 contains 11189 members 
Mstep: Class 11 contains 4150 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 28594 members 
Mstep: Class 14 contains 9841 members 
Mstep: Class 15 contains 1060 members 
Mstep: Class 16 contains 54712 members 
Mstep: Class 17 contains 26700 members 
Mstep: Class 18 contains 45596 members 
Mstep: Class 19 contains 34589 members 
Mstep: Class 20 contains 2539 members 
Mstep: Class 21 contains 90552 members 
Mstep: Class 22 contains 24093 members 
Mstep: Class 23 contains 431 members 
Mstep: Class 24 contains 5773 members 
Mstep: Class 25 contains 4585 members 
Mstep: Class 26 contains 5082 members 
Mstep: Class 27 contains 981 members 
Mstep: Class 28 contains 40598 members 
Mstep: Class 29 contains 4111 members 
Entering Unmasked Estep 
Score: -80919912.000000 Penalty: 57868.613281
Splitting cluster 9 changes total score from -80914168.000000 to -80919912.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 10 (11189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Entering Unmasked Estep 
Score: -1356396.875000 Penalty: 1387.215698
	Iteration 0F: 2 clusters Score -1356397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1348922.750000 Penalty: 2774.431396
	Iteration 0F: 3 clusters Score -1348923 nChanged 4774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1351629.375000 Penalty: 2774.431396
	Iteration 1F: 3 clusters Score -1351629 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1352136.250000 Penalty: 2774.431396
	Iteration 2F: 3 clusters Score -1352136 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1352557.750000 Penalty: 2774.431396
	Iteration 3F: 3 clusters Score -1352558 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1352919.875000 Penalty: 2774.431396
	Iteration 4F: 3 clusters Score -1352920 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1353219.000000 Penalty: 2774.431396
	Iteration 5Q: 3 clusters Score -1353219 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1353476.625000 Penalty: 2774.431396
	Iteration 6Q: 3 clusters Score -1353477 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1353704.375000 Penalty: 2774.431396
	Iteration 7Q: 3 clusters Score -1353704 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1353905.875000 Penalty: 2774.431396
	Iteration 8Q: 3 clusters Score -1353906 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1354107.500000 Penalty: 2774.431396
	Iteration 9Q: 3 clusters Score -1354108 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1354342.750000 Penalty: 2774.431396
	Iteration 10Q: 3 clusters Score -1354343 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1354557.750000 Penalty: 2774.431396
	Iteration 11Q: 3 clusters Score -1354558 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1354713.375000 Penalty: 2774.431396
	Iteration 12Q: 3 clusters Score -1354713 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1354833.875000 Penalty: 2774.431396
	Iteration 13Q: 3 clusters Score -1354834 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1354896.625000 Penalty: 2774.431396
	Iteration 14Q: 3 clusters Score -1354897 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1354942.375000 Penalty: 2774.431396
	Iteration 15Q: 3 clusters Score -1354942 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1354983.625000 Penalty: 2774.431396
	Iteration 16Q: 3 clusters Score -1354984 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1355022.375000 Penalty: 2774.431396
	Iteration 17Q: 3 clusters Score -1355022 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1355054.875000 Penalty: 2774.431396
	Iteration 18Q: 3 clusters Score -1355055 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1355077.625000 Penalty: 2774.431396
	Iteration 19Q: 3 clusters Score -1355078 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1355111.750000 Penalty: 2774.431396
	Iteration 20F: 3 clusters Score -1355112 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1355137.000000 Penalty: 2774.431396
	Iteration 21Q: 3 clusters Score -1355137 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1355165.750000 Penalty: 2774.431396
	Iteration 22Q: 3 clusters Score -1355166 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1355191.750000 Penalty: 2774.431396
	Iteration 23Q: 3 clusters Score -1355192 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1355214.125000 Penalty: 2774.431396
	Iteration 24Q: 3 clusters Score -1355214 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1355237.625000 Penalty: 2774.431396
	Iteration 25Q: 3 clusters Score -1355238 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1355253.750000 Penalty: 2774.431396
	Iteration 26Q: 3 clusters Score -1355254 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1355275.625000 Penalty: 2774.431396
	Iteration 27Q: 3 clusters Score -1355276 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1355293.375000 Penalty: 2774.431396
	Iteration 28Q: 3 clusters Score -1355293 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1355310.000000 Penalty: 2774.431396
	Iteration 29Q: 3 clusters Score -1355310 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1355336.375000 Penalty: 2774.431396
	Iteration 30Q: 3 clusters Score -1355336 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1355353.625000 Penalty: 2774.431396
	Iteration 31Q: 3 clusters Score -1355354 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1355377.250000 Penalty: 2774.431396
	Iteration 32Q: 3 clusters Score -1355377 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1355392.375000 Penalty: 2774.431396
	Iteration 33Q: 3 clusters Score -1355392 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1355405.750000 Penalty: 2774.431396
	Iteration 34Q: 3 clusters Score -1355406 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1355416.750000 Penalty: 2774.431396
	Iteration 35Q: 3 clusters Score -1355417 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1355423.875000 Penalty: 2774.431396
	Iteration 36Q: 3 clusters Score -1355424 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1355432.875000 Penalty: 2774.431396
	Iteration 37Q: 3 clusters Score -1355433 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1355443.750000 Penalty: 2774.431396
	Iteration 38Q: 3 clusters Score -1355444 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1355455.375000 Penalty: 2774.431396
	Iteration 39Q: 3 clusters Score -1355455 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1355471.000000 Penalty: 2774.431396
	Iteration 40F: 3 clusters Score -1355471 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1355483.500000 Penalty: 2774.431396
	Iteration 41Q: 3 clusters Score -1355484 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1355492.875000 Penalty: 2774.431396
	Iteration 42Q: 3 clusters Score -1355493 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1355510.250000 Penalty: 2774.431396
	Iteration 43Q: 3 clusters Score -1355510 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1355530.625000 Penalty: 2774.431396
	Iteration 44Q: 3 clusters Score -1355531 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1355548.000000 Penalty: 2774.431396
	Iteration 45Q: 3 clusters Score -1355548 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1355565.250000 Penalty: 2774.431396
	Iteration 46Q: 3 clusters Score -1355565 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1355575.625000 Penalty: 2774.431396
	Iteration 47Q: 3 clusters Score -1355576 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1355586.375000 Penalty: 2774.431396
	Iteration 48Q: 3 clusters Score -1355586 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1355598.250000 Penalty: 2774.431396
	Iteration 49Q: 3 clusters Score -1355598 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1355607.125000 Penalty: 2774.431396
	Iteration 50Q: 3 clusters Score -1355607 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1355625.875000 Penalty: 2774.431396
	Iteration 51Q: 3 clusters Score -1355626 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1355638.125000 Penalty: 2774.431396
	Iteration 52Q: 3 clusters Score -1355638 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1355652.000000 Penalty: 2774.431396
	Iteration 53Q: 3 clusters Score -1355652 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1355668.250000 Penalty: 2774.431396
	Iteration 54Q: 3 clusters Score -1355668 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1355686.125000 Penalty: 2774.431396
	Iteration 55Q: 3 clusters Score -1355686 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1355698.375000 Penalty: 2774.431396
	Iteration 56Q: 3 clusters Score -1355698 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1355708.125000 Penalty: 2774.431396
	Iteration 57Q: 3 clusters Score -1355708 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1355718.875000 Penalty: 2774.431396
	Iteration 58Q: 3 clusters Score -1355719 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1355728.000000 Penalty: 2774.431396
	Iteration 59Q: 3 clusters Score -1355728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1355730.250000 Penalty: 2774.431396
	Iteration 60F: 3 clusters Score -1355730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1355728.625000 Penalty: 2774.431396
	Iteration 61Q: 3 clusters Score -1355729 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1355731.250000 Penalty: 2774.431396
	Iteration 62Q: 3 clusters Score -1355731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1355732.875000 Penalty: 2774.431396
	Iteration 63Q: 3 clusters Score -1355733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1355734.250000 Penalty: 2774.431396
	Iteration 64Q: 3 clusters Score -1355734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1355735.625000 Penalty: 2774.431396
	Iteration 65Q: 3 clusters Score -1355736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1355735.625000 Penalty: 2774.431396
	Iteration 66F: 3 clusters Score -1355736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Entering Unmasked Estep 
Score: -482478.468750 Penalty: 1239.632568
	Iteration 0F: 2 clusters Score -482478.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -479393.687500 Penalty: 2479.265137
	Iteration 0F: 3 clusters Score -479393.7 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -480306.593750 Penalty: 2479.265137
	Iteration 1F: 3 clusters Score -480306.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -480568.437500 Penalty: 2479.265137
	Iteration 2F: 3 clusters Score -480568.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -480797.875000 Penalty: 2479.265137
	Iteration 3F: 3 clusters Score -480797.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -481035.531250 Penalty: 2479.265137
	Iteration 4F: 3 clusters Score -481035.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -481262.750000 Penalty: 2479.265137
	Iteration 5F: 3 clusters Score -481262.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -481429.906250 Penalty: 2479.265137
	Iteration 6Q: 3 clusters Score -481429.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -481597.750000 Penalty: 2479.265137
	Iteration 7Q: 3 clusters Score -481597.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -481715.750000 Penalty: 2479.265137
	Iteration 8Q: 3 clusters Score -481715.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -481815.187500 Penalty: 2479.265137
	Iteration 9Q: 3 clusters Score -481815.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -481891.250000 Penalty: 2479.265137
	Iteration 10Q: 3 clusters Score -481891.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -481959.156250 Penalty: 2479.265137
	Iteration 11Q: 3 clusters Score -481959.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -482026.031250 Penalty: 2479.265137
	Iteration 12Q: 3 clusters Score -482026 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -482087.531250 Penalty: 2479.265137
	Iteration 13Q: 3 clusters Score -482087.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -482145.093750 Penalty: 2479.265137
	Iteration 14Q: 3 clusters Score -482145.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -482183.656250 Penalty: 2479.265137
	Iteration 15Q: 3 clusters Score -482183.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -482213.156250 Penalty: 2479.265137
	Iteration 16Q: 3 clusters Score -482213.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -482237.125000 Penalty: 2479.265137
	Iteration 17Q: 3 clusters Score -482237.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -482254.875000 Penalty: 2479.265137
	Iteration 18Q: 3 clusters Score -482254.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -482270.687500 Penalty: 2479.265137
	Iteration 19Q: 3 clusters Score -482270.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -482282.437500 Penalty: 2479.265137
	Iteration 20F: 3 clusters Score -482282.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -482294.062500 Penalty: 2479.265137
	Iteration 21Q: 3 clusters Score -482294.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -482303.281250 Penalty: 2479.265137
	Iteration 22Q: 3 clusters Score -482303.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -482307.718750 Penalty: 2479.265137
	Iteration 23Q: 3 clusters Score -482307.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -482311.687500 Penalty: 2479.265137
	Iteration 24Q: 3 clusters Score -482311.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -482315.218750 Penalty: 2479.265137
	Iteration 25Q: 3 clusters Score -482315.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -482317.406250 Penalty: 2479.265137
	Iteration 26Q: 3 clusters Score -482317.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -482317.812500 Penalty: 2479.265137
	Iteration 27Q: 3 clusters Score -482317.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -482318.500000 Penalty: 2479.265137
	Iteration 28Q: 3 clusters Score -482318.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -482319.500000 Penalty: 2479.265137
	Iteration 29Q: 3 clusters Score -482319.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -482320.781250 Penalty: 2479.265137
	Iteration 30Q: 3 clusters Score -482320.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -482323.656250 Penalty: 2479.265137
	Iteration 31Q: 3 clusters Score -482323.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -482325.687500 Penalty: 2479.265137
	Iteration 32Q: 3 clusters Score -482325.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -482326.468750 Penalty: 2479.265137
	Iteration 33Q: 3 clusters Score -482326.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -482326.656250 Penalty: 2479.265137
	Iteration 34Q: 3 clusters Score -482326.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -482326.656250 Penalty: 2479.265137
	Iteration 35F: 3 clusters Score -482326.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Entering Unmasked Estep 
Score: -11390.904297 Penalty: 718.453125
	Iteration 0F: 2 clusters Score -11390.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -11021.315430 Penalty: 1436.906250
	Iteration 0F: 3 clusters Score -11021.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -11071.980469 Penalty: 1436.906250
	Iteration 1Q: 3 clusters Score -11071.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -11080.871094 Penalty: 1436.906250
	Iteration 2Q: 3 clusters Score -11080.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -11080.871094 Penalty: 1436.906250
	Iteration 3F: 3 clusters Score -11080.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (28594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28594 members 
Entering Unmasked Estep 
Score: -3602566.000000 Penalty: 1526.829712
	Iteration 0F: 2 clusters Score -3602566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -3583887.750000 Penalty: 3053.659424
	Iteration 0F: 3 clusters Score -3583888 nChanged 12900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -3590998.750000 Penalty: 3053.659424
	Iteration 1F: 3 clusters Score -3590999 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -3591543.250000 Penalty: 3053.659424
	Iteration 2F: 3 clusters Score -3591543 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -3592149.250000 Penalty: 3053.659424
	Iteration 3Q: 3 clusters Score -3592149 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -3593129.500000 Penalty: 3053.659424
	Iteration 4F: 3 clusters Score -3593130 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -3595080.750000 Penalty: 3053.659424
	Iteration 5F: 3 clusters Score -3595081 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -3599996.750000 Penalty: 3053.659424
	Iteration 6F: 3 clusters Score -3599997 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -3607638.250000 Penalty: 3053.659424
	Iteration 7F: 3 clusters Score -3607638 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -3611746.250000 Penalty: 3053.659424
	Iteration 8F: 3 clusters Score -3611746 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 21417 members 
Entering Unmasked Estep 
Score: -3614045.000000 Penalty: 3053.659424
	Iteration 9Q: 3 clusters Score -3614045 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -3614946.250000 Penalty: 3053.659424
	Iteration 10Q: 3 clusters Score -3614946 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 21992 members 
Entering Unmasked Estep 
Score: -3615094.500000 Penalty: 3053.659424
	Iteration 11Q: 3 clusters Score -3615094 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 22053 members 
Entering Unmasked Estep 
Score: -3615116.250000 Penalty: 3053.659424
	Iteration 12Q: 3 clusters Score -3615116 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 22072 members 
Entering Unmasked Estep 
Score: -3615118.000000 Penalty: 3053.659424
	Iteration 13Q: 3 clusters Score -3615118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 22077 members 
Entering Unmasked Estep 
Score: -3615113.000000 Penalty: 3053.659424
	Iteration 14Q: 3 clusters Score -3615113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 22079 members 
Entering Unmasked Estep 
Score: -3615112.250000 Penalty: 3053.659424
	Iteration 15Q: 3 clusters Score -3615112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 22082 members 
Entering Unmasked Estep 
Score: -3615110.750000 Penalty: 3053.659424
	Iteration 16Q: 3 clusters Score -3615111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 22082 members 
Entering Unmasked Estep 
Score: -3615110.750000 Penalty: 3053.659424
	Iteration 17F: 3 clusters Score -3615111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 549 members 
Mstep: Class 3 contains 5386 members 
Mstep: Class 4 contains 2955 members 
Mstep: Class 5 contains 65036 members 
Mstep: Class 6 contains 65302 members 
Mstep: Class 7 contains 29848 members 
Mstep: Class 8 contains 11556 members 
Mstep: Class 9 contains 86251 members 
Mstep: Class 10 contains 11189 members 
Mstep: Class 11 contains 4150 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 6512 members 
Mstep: Class 14 contains 9841 members 
Mstep: Class 15 contains 1060 members 
Mstep: Class 16 contains 54712 members 
Mstep: Class 17 contains 26700 members 
Mstep: Class 18 contains 45596 members 
Mstep: Class 19 contains 34589 members 
Mstep: Class 20 contains 2539 members 
Mstep: Class 21 contains 90552 members 
Mstep: Class 22 contains 24093 members 
Mstep: Class 23 contains 431 members 
Mstep: Class 24 contains 5773 members 
Mstep: Class 25 contains 4585 members 
Mstep: Class 26 contains 5082 members 
Mstep: Class 27 contains 981 members 
Mstep: Class 28 contains 40598 members 
Mstep: Class 29 contains 4111 members 
Mstep: Class 30 contains 22082 members 
Entering Unmasked Estep 
Score: -80931544.000000 Penalty: 59864.078125
Splitting cluster 13 changes total score from -80914168.000000 to -80931544.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 14 (9841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Entering Unmasked Estep 
Score: -1185058.000000 Penalty: 1368.113770
	Iteration 0F: 2 clusters Score -1185058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1178367.875000 Penalty: 2736.227539
	Iteration 0F: 3 clusters Score -1178368 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1180548.000000 Penalty: 2736.227539
	Iteration 1F: 3 clusters Score -1180548 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1180873.000000 Penalty: 2736.227539
	Iteration 2F: 3 clusters Score -1180873 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1181134.375000 Penalty: 2736.227539
	Iteration 3F: 3 clusters Score -1181134 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1181346.000000 Penalty: 2736.227539
	Iteration 4Q: 3 clusters Score -1181346 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1181523.500000 Penalty: 2736.227539
	Iteration 5Q: 3 clusters Score -1181524 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1181697.750000 Penalty: 2736.227539
	Iteration 6Q: 3 clusters Score -1181698 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1181859.250000 Penalty: 2736.227539
	Iteration 7Q: 3 clusters Score -1181859 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1182035.375000 Penalty: 2736.227539
	Iteration 8Q: 3 clusters Score -1182035 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1182231.750000 Penalty: 2736.227539
	Iteration 9Q: 3 clusters Score -1182232 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1182433.250000 Penalty: 2736.227539
	Iteration 10Q: 3 clusters Score -1182433 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1182661.250000 Penalty: 2736.227539
	Iteration 11Q: 3 clusters Score -1182661 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1182916.500000 Penalty: 2736.227539
	Iteration 12Q: 3 clusters Score -1182916 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1183153.375000 Penalty: 2736.227539
	Iteration 13Q: 3 clusters Score -1183153 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1183346.625000 Penalty: 2736.227539
	Iteration 14Q: 3 clusters Score -1183347 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1183534.750000 Penalty: 2736.227539
	Iteration 15Q: 3 clusters Score -1183535 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1183675.750000 Penalty: 2736.227539
	Iteration 16Q: 3 clusters Score -1183676 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1183786.500000 Penalty: 2736.227539
	Iteration 17Q: 3 clusters Score -1183786 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1183898.625000 Penalty: 2736.227539
	Iteration 18Q: 3 clusters Score -1183899 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1183989.125000 Penalty: 2736.227539
	Iteration 19Q: 3 clusters Score -1183989 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1184057.625000 Penalty: 2736.227539
	Iteration 20F: 3 clusters Score -1184058 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1184108.125000 Penalty: 2736.227539
	Iteration 21Q: 3 clusters Score -1184108 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1184144.875000 Penalty: 2736.227539
	Iteration 22Q: 3 clusters Score -1184145 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1184166.875000 Penalty: 2736.227539
	Iteration 23Q: 3 clusters Score -1184167 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1184183.125000 Penalty: 2736.227539
	Iteration 24Q: 3 clusters Score -1184183 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1184193.125000 Penalty: 2736.227539
	Iteration 25Q: 3 clusters Score -1184193 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1184202.000000 Penalty: 2736.227539
	Iteration 26Q: 3 clusters Score -1184202 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1184210.000000 Penalty: 2736.227539
	Iteration 27Q: 3 clusters Score -1184210 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1184217.500000 Penalty: 2736.227539
	Iteration 28Q: 3 clusters Score -1184218 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1184222.750000 Penalty: 2736.227539
	Iteration 29Q: 3 clusters Score -1184223 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1184234.500000 Penalty: 2736.227539
	Iteration 30Q: 3 clusters Score -1184234 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1184244.125000 Penalty: 2736.227539
	Iteration 31Q: 3 clusters Score -1184244 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1184248.375000 Penalty: 2736.227539
	Iteration 32Q: 3 clusters Score -1184248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1184254.000000 Penalty: 2736.227539
	Iteration 33Q: 3 clusters Score -1184254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1184258.625000 Penalty: 2736.227539
	Iteration 34Q: 3 clusters Score -1184259 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1184260.625000 Penalty: 2736.227539
	Iteration 35Q: 3 clusters Score -1184261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1184261.625000 Penalty: 2736.227539
	Iteration 36Q: 3 clusters Score -1184262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1184263.125000 Penalty: 2736.227539
	Iteration 37Q: 3 clusters Score -1184263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1184264.375000 Penalty: 2736.227539
	Iteration 38Q: 3 clusters Score -1184264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1184265.000000 Penalty: 2736.227539
	Iteration 39Q: 3 clusters Score -1184265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1184267.000000 Penalty: 2736.227539
	Iteration 40F: 3 clusters Score -1184267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1184268.875000 Penalty: 2736.227539
	Iteration 41Q: 3 clusters Score -1184269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1184272.250000 Penalty: 2736.227539
	Iteration 42Q: 3 clusters Score -1184272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1184274.500000 Penalty: 2736.227539
	Iteration 43Q: 3 clusters Score -1184274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1184275.750000 Penalty: 2736.227539
	Iteration 44Q: 3 clusters Score -1184276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1184276.375000 Penalty: 2736.227539
	Iteration 45Q: 3 clusters Score -1184276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1184275.750000 Penalty: 2736.227539
	Iteration 46Q: 3 clusters Score -1184276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1184277.375000 Penalty: 2736.227539
	Iteration 47Q: 3 clusters Score -1184277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1184277.375000 Penalty: 2736.227539
	Iteration 48F: 3 clusters Score -1184277 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Entering Unmasked Estep 
Score: -69435.875000 Penalty: 1036.544434
	Iteration 0F: 2 clusters Score -69435.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -68376.953125 Penalty: 2073.088867
	Iteration 0F: 3 clusters Score -68376.95 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -69745.640625 Penalty: 2073.088867
	Iteration 1F: 3 clusters Score -69745.64 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -70902.195312 Penalty: 2073.088867
	Iteration 2F: 3 clusters Score -70902.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -71647.398438 Penalty: 2073.088867
	Iteration 3F: 3 clusters Score -71647.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -72209.039062 Penalty: 2073.088867
	Iteration 4Q: 3 clusters Score -72209.04 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -72691.195312 Penalty: 2073.088867
	Iteration 5Q: 3 clusters Score -72691.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -72981.718750 Penalty: 2073.088867
	Iteration 6Q: 3 clusters Score -72981.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -73019.929688 Penalty: 2073.088867
	Iteration 7Q: 3 clusters Score -73019.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -73046.007812 Penalty: 2073.088867
	Iteration 8Q: 3 clusters Score -73046.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -73073.054688 Penalty: 2073.088867
	Iteration 9Q: 3 clusters Score -73073.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -73077.562500 Penalty: 2073.088867
	Iteration 10Q: 3 clusters Score -73077.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -73083.781250 Penalty: 2073.088867
	Iteration 11Q: 3 clusters Score -73083.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -73085.375000 Penalty: 2073.088867
	Iteration 12F: 3 clusters Score -73085.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -73087.726562 Penalty: 2073.088867
	Iteration 13Q: 3 clusters Score -73087.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -73090.765625 Penalty: 2073.088867
	Iteration 14Q: 3 clusters Score -73090.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -73090.765625 Penalty: 2073.088867
	Iteration 15F: 3 clusters Score -73090.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 549 members 
Mstep: Class 3 contains 5386 members 
Mstep: Class 4 contains 2955 members 
Mstep: Class 5 contains 65036 members 
Mstep: Class 6 contains 65302 members 
Mstep: Class 7 contains 29848 members 
Mstep: Class 8 contains 11556 members 
Mstep: Class 9 contains 86251 members 
Mstep: Class 10 contains 11189 members 
Mstep: Class 11 contains 4150 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 6512 members 
Mstep: Class 14 contains 9841 members 
Mstep: Class 15 contains 667 members 
Mstep: Class 16 contains 54712 members 
Mstep: Class 17 contains 26700 members 
Mstep: Class 18 contains 45596 members 
Mstep: Class 19 contains 34589 members 
Mstep: Class 20 contains 2539 members 
Mstep: Class 21 contains 90552 members 
Mstep: Class 22 contains 24093 members 
Mstep: Class 23 contains 431 members 
Mstep: Class 24 contains 5773 members 
Mstep: Class 25 contains 4585 members 
Mstep: Class 26 contains 5082 members 
Mstep: Class 27 contains 981 members 
Mstep: Class 28 contains 40598 members 
Mstep: Class 29 contains 4111 members 
Mstep: Class 30 contains 22082 members 
Mstep: Class 31 contains 393 members 
Entering Unmasked Estep 
Score: -80934480.000000 Penalty: 61859.550781
Splitting cluster 15 changes total score from -80914168.000000 to -80934480.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 16 (54712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54712 members 
Entering Unmasked Estep 
Score: -6869158.500000 Penalty: 1623.384033
	Iteration 0F: 2 clusters Score -6869158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27144 members 
Mstep: Class 2 contains 27568 members 
Entering Unmasked Estep 
Score: -6835069.000000 Penalty: 3246.768066
	Iteration 0F: 3 clusters Score -6835069 nChanged 25200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25688 members 
Mstep: Class 2 contains 29024 members 
Entering Unmasked Estep 
Score: -6848713.000000 Penalty: 3246.768066
	Iteration 1F: 3 clusters Score -6848713 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24700 members 
Mstep: Class 2 contains 30012 members 
Entering Unmasked Estep 
Score: -6849345.000000 Penalty: 3246.768066
	Iteration 2Q: 3 clusters Score -6849345 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23289 members 
Mstep: Class 2 contains 31423 members 
Entering Unmasked Estep 
Score: -6850057.000000 Penalty: 3246.768066
	Iteration 3Q: 3 clusters Score -6850057 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21248 members 
Mstep: Class 2 contains 33464 members 
Entering Unmasked Estep 
Score: -6851140.500000 Penalty: 3246.768066
	Iteration 4Q: 3 clusters Score -6851140 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 36362 members 
Entering Unmasked Estep 
Score: -6852892.000000 Penalty: 3246.768066
	Iteration 5F: 3 clusters Score -6852892 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 40226 members 
Entering Unmasked Estep 
Score: -6855563.500000 Penalty: 3246.768066
	Iteration 6F: 3 clusters Score -6855564 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 44749 members 
Entering Unmasked Estep 
Score: -6859161.500000 Penalty: 3246.768066
	Iteration 7F: 3 clusters Score -6859162 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 48913 members 
Entering Unmasked Estep 
Score: -6862732.000000 Penalty: 3246.768066
	Iteration 8F: 3 clusters Score -6862732 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 51838 members 
Entering Unmasked Estep 
Score: -6865331.000000 Penalty: 3246.768066
	Iteration 9F: 3 clusters Score -6865331 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 53425 members 
Entering Unmasked Estep 
Score: -6866822.500000 Penalty: 3246.768066
	Iteration 10Q: 3 clusters Score -6866822 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 54022 members 
Entering Unmasked Estep 
Score: -6867372.500000 Penalty: 3246.768066
	Iteration 11Q: 3 clusters Score -6867372 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 54241 members 
Entering Unmasked Estep 
Score: -6867601.500000 Penalty: 3246.768066
	Iteration 12Q: 3 clusters Score -6867602 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 54318 members 
Entering Unmasked Estep 
Score: -6867708.000000 Penalty: 3246.768066
	Iteration 13Q: 3 clusters Score -6867708 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 54362 members 
Entering Unmasked Estep 
Score: -6867770.500000 Penalty: 3246.768066
	Iteration 14Q: 3 clusters Score -6867770 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 54384 members 
Entering Unmasked Estep 
Score: -6867804.500000 Penalty: 3246.768066
	Iteration 15Q: 3 clusters Score -6867804 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 54401 members 
Entering Unmasked Estep 
Score: -6867844.000000 Penalty: 3246.768066
	Iteration 16Q: 3 clusters Score -6867844 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 54413 members 
Entering Unmasked Estep 
Score: -6867873.500000 Penalty: 3246.768066
	Iteration 17Q: 3 clusters Score -6867874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 54415 members 
Entering Unmasked Estep 
Score: -6867880.500000 Penalty: 3246.768066
	Iteration 18Q: 3 clusters Score -6867880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 54418 members 
Entering Unmasked Estep 
Score: -6867895.000000 Penalty: 3246.768066
	Iteration 19Q: 3 clusters Score -6867895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 54419 members 
Entering Unmasked Estep 
Score: -6867892.000000 Penalty: 3246.768066
	Iteration 20F: 3 clusters Score -6867892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 54422 members 
Entering Unmasked Estep 
Score: -6867897.000000 Penalty: 3246.768066
	Iteration 21Q: 3 clusters Score -6867897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 54424 members 
Entering Unmasked Estep 
Score: -6867901.000000 Penalty: 3246.768066
	Iteration 22Q: 3 clusters Score -6867901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 54426 members 
Entering Unmasked Estep 
Score: -6867903.500000 Penalty: 3246.768066
	Iteration 23Q: 3 clusters Score -6867904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 54426 members 
Entering Unmasked Estep 
Score: -6867903.500000 Penalty: 3246.768066
	Iteration 24F: 3 clusters Score -6867904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (26700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26700 members 
Entering Unmasked Estep 
Score: -3258028.500000 Penalty: 1516.631958
	Iteration 0F: 2 clusters Score -3258028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -3240630.750000 Penalty: 3033.263916
	Iteration 0F: 3 clusters Score -3240631 nChanged 12031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -3247065.250000 Penalty: 3033.263916
	Iteration 1F: 3 clusters Score -3247065 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -3247525.250000 Penalty: 3033.263916
	Iteration 2Q: 3 clusters Score -3247525 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -3247927.500000 Penalty: 3033.263916
	Iteration 3Q: 3 clusters Score -3247928 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -3248271.000000 Penalty: 3033.263916
	Iteration 4Q: 3 clusters Score -3248271 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -3248652.750000 Penalty: 3033.263916
	Iteration 5Q: 3 clusters Score -3248653 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -3249143.500000 Penalty: 3033.263916
	Iteration 6Q: 3 clusters Score -3249144 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -3249771.500000 Penalty: 3033.263916
	Iteration 7Q: 3 clusters Score -3249772 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 19011 members 
Entering Unmasked Estep 
Score: -3250596.000000 Penalty: 3033.263916
	Iteration 8F: 3 clusters Score -3250596 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
Score: -3251672.250000 Penalty: 3033.263916
	Iteration 9F: 3 clusters Score -3251672 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -3252968.750000 Penalty: 3033.263916
	Iteration 10F: 3 clusters Score -3252969 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 23614 members 
Entering Unmasked Estep 
Score: -3254232.250000 Penalty: 3033.263916
	Iteration 11F: 3 clusters Score -3254232 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 24759 members 
Entering Unmasked Estep 
Score: -3255226.250000 Penalty: 3033.263916
	Iteration 12Q: 3 clusters Score -3255226 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -3255897.500000 Penalty: 3033.263916
	Iteration 13Q: 3 clusters Score -3255898 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 25917 members 
Entering Unmasked Estep 
Score: -3256293.000000 Penalty: 3033.263916
	Iteration 14Q: 3 clusters Score -3256293 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 26150 members 
Entering Unmasked Estep 
Score: -3256566.500000 Penalty: 3033.263916
	Iteration 15Q: 3 clusters Score -3256566 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 26251 members 
Entering Unmasked Estep 
Score: -3256696.250000 Penalty: 3033.263916
	Iteration 16Q: 3 clusters Score -3256696 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 26309 members 
Entering Unmasked Estep 
Score: -3256781.250000 Penalty: 3033.263916
	Iteration 17Q: 3 clusters Score -3256781 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 26349 members 
Entering Unmasked Estep 
Score: -3256849.500000 Penalty: 3033.263916
	Iteration 18Q: 3 clusters Score -3256850 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 26366 members 
Entering Unmasked Estep 
Score: -3256873.750000 Penalty: 3033.263916
	Iteration 19Q: 3 clusters Score -3256874 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 26375 members 
Entering Unmasked Estep 
Score: -3256897.500000 Penalty: 3033.263916
	Iteration 20F: 3 clusters Score -3256898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 26382 members 
Entering Unmasked Estep 
Score: -3256916.250000 Penalty: 3033.263916
	Iteration 21Q: 3 clusters Score -3256916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 26383 members 
Entering Unmasked Estep 
Score: -3256918.000000 Penalty: 3033.263916
	Iteration 22Q: 3 clusters Score -3256918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 26389 members 
Entering Unmasked Estep 
Score: -3256933.500000 Penalty: 3033.263916
	Iteration 23Q: 3 clusters Score -3256934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 26396 members 
Entering Unmasked Estep 
Score: -3256941.750000 Penalty: 3033.263916
	Iteration 24Q: 3 clusters Score -3256942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 26397 members 
Entering Unmasked Estep 
Score: -3256943.250000 Penalty: 3033.263916
	Iteration 25Q: 3 clusters Score -3256943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 26399 members 
Entering Unmasked Estep 
Score: -3256947.500000 Penalty: 3033.263916
	Iteration 26Q: 3 clusters Score -3256948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 26400 members 
Entering Unmasked Estep 
Score: -3256949.500000 Penalty: 3033.263916
	Iteration 27Q: 3 clusters Score -3256950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 26401 members 
Entering Unmasked Estep 
Score: -3256952.750000 Penalty: 3033.263916
	Iteration 28Q: 3 clusters Score -3256953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 26401 members 
Entering Unmasked Estep 
Score: -3256952.750000 Penalty: 3033.263916
	Iteration 29F: 3 clusters Score -3256953 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (45596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45596 members 
Entering Unmasked Estep 
Score: -5600613.500000 Penalty: 1596.263184
	Iteration 0F: 2 clusters Score -5600614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22638 members 
Mstep: Class 2 contains 22958 members 
Entering Unmasked Estep 
Score: -5571418.000000 Penalty: 3192.526367
	Iteration 0F: 3 clusters Score -5571418 nChanged 20991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 24623 members 
Entering Unmasked Estep 
Score: -5583213.500000 Penalty: 3192.526367
	Iteration 1F: 3 clusters Score -5583214 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19830 members 
Mstep: Class 2 contains 25766 members 
Entering Unmasked Estep 
Score: -5584383.000000 Penalty: 3192.526367
	Iteration 2F: 3 clusters Score -5584383 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 27241 members 
Entering Unmasked Estep 
Score: -5585829.500000 Penalty: 3192.526367
	Iteration 3F: 3 clusters Score -5585830 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 29074 members 
Entering Unmasked Estep 
Score: -5587568.000000 Penalty: 3192.526367
	Iteration 4F: 3 clusters Score -5587568 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 31254 members 
Entering Unmasked Estep 
Score: -5589779.500000 Penalty: 3192.526367
	Iteration 5F: 3 clusters Score -5589780 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 33523 members 
Entering Unmasked Estep 
Score: -5592197.000000 Penalty: 3192.526367
	Iteration 6F: 3 clusters Score -5592197 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 35481 members 
Entering Unmasked Estep 
Score: -5594337.500000 Penalty: 3192.526367
	Iteration 7F: 3 clusters Score -5594338 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 36996 members 
Entering Unmasked Estep 
Score: -5596094.000000 Penalty: 3192.526367
	Iteration 8Q: 3 clusters Score -5596094 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 38017 members 
Entering Unmasked Estep 
Score: -5597268.500000 Penalty: 3192.526367
	Iteration 9Q: 3 clusters Score -5597268 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 38686 members 
Entering Unmasked Estep 
Score: -5597914.000000 Penalty: 3192.526367
	Iteration 10Q: 3 clusters Score -5597914 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 39199 members 
Entering Unmasked Estep 
Score: -5598246.500000 Penalty: 3192.526367
	Iteration 11Q: 3 clusters Score -5598246 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 39618 members 
Entering Unmasked Estep 
Score: -5598462.000000 Penalty: 3192.526367
	Iteration 12Q: 3 clusters Score -5598462 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 39981 members 
Entering Unmasked Estep 
Score: -5598592.000000 Penalty: 3192.526367
	Iteration 13Q: 3 clusters Score -5598592 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 40305 members 
Entering Unmasked Estep 
Score: -5598708.000000 Penalty: 3192.526367
	Iteration 14Q: 3 clusters Score -5598708 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 40589 members 
Entering Unmasked Estep 
Score: -5598806.000000 Penalty: 3192.526367
	Iteration 15Q: 3 clusters Score -5598806 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 40817 members 
Entering Unmasked Estep 
Score: -5598861.000000 Penalty: 3192.526367
	Iteration 16Q: 3 clusters Score -5598861 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 41032 members 
Entering Unmasked Estep 
Score: -5598915.000000 Penalty: 3192.526367
	Iteration 17Q: 3 clusters Score -5598915 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 41213 members 
Entering Unmasked Estep 
Score: -5598956.500000 Penalty: 3192.526367
	Iteration 18Q: 3 clusters Score -5598956 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 41361 members 
Entering Unmasked Estep 
Score: -5599006.500000 Penalty: 3192.526367
	Iteration 19Q: 3 clusters Score -5599006 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 41485 members 
Entering Unmasked Estep 
Score: -5599014.000000 Penalty: 3192.526367
	Iteration 20F: 3 clusters Score -5599014 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 41593 members 
Entering Unmasked Estep 
Score: -5599031.000000 Penalty: 3192.526367
	Iteration 21Q: 3 clusters Score -5599031 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 41697 members 
Entering Unmasked Estep 
Score: -5599054.500000 Penalty: 3192.526367
	Iteration 22Q: 3 clusters Score -5599054 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 41795 members 
Entering Unmasked Estep 
Score: -5599072.500000 Penalty: 3192.526367
	Iteration 23Q: 3 clusters Score -5599072 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 41896 members 
Entering Unmasked Estep 
Score: -5599101.500000 Penalty: 3192.526367
	Iteration 24Q: 3 clusters Score -5599102 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 42014 members 
Entering Unmasked Estep 
Score: -5599125.000000 Penalty: 3192.526367
	Iteration 25Q: 3 clusters Score -5599125 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 42135 members 
Entering Unmasked Estep 
Score: -5599147.500000 Penalty: 3192.526367
	Iteration 26Q: 3 clusters Score -5599148 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 42237 members 
Entering Unmasked Estep 
Score: -5599175.500000 Penalty: 3192.526367
	Iteration 27Q: 3 clusters Score -5599176 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 42341 members 
Entering Unmasked Estep 
Score: -5599217.000000 Penalty: 3192.526367
	Iteration 28Q: 3 clusters Score -5599217 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 42442 members 
Entering Unmasked Estep 
Score: -5599241.000000 Penalty: 3192.526367
	Iteration 29Q: 3 clusters Score -5599241 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 42537 members 
Entering Unmasked Estep 
Score: -5599265.000000 Penalty: 3192.526367
	Iteration 30Q: 3 clusters Score -5599265 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 42632 members 
Entering Unmasked Estep 
Score: -5599306.500000 Penalty: 3192.526367
	Iteration 31Q: 3 clusters Score -5599306 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 42726 members 
Entering Unmasked Estep 
Score: -5599339.000000 Penalty: 3192.526367
	Iteration 32Q: 3 clusters Score -5599339 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 42821 members 
Entering Unmasked Estep 
Score: -5599355.500000 Penalty: 3192.526367
	Iteration 33Q: 3 clusters Score -5599356 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 42913 members 
Entering Unmasked Estep 
Score: -5599387.500000 Penalty: 3192.526367
	Iteration 34Q: 3 clusters Score -5599388 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 42999 members 
Entering Unmasked Estep 
Score: -5599434.500000 Penalty: 3192.526367
	Iteration 35Q: 3 clusters Score -5599434 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 43075 members 
Entering Unmasked Estep 
Score: -5599452.000000 Penalty: 3192.526367
	Iteration 36Q: 3 clusters Score -5599452 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 43141 members 
Entering Unmasked Estep 
Score: -5599450.000000 Penalty: 3192.526367
	Iteration 37Q: 3 clusters Score -5599450 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 43195 members 
Entering Unmasked Estep 
Score: -5599478.500000 Penalty: 3192.526367
	Iteration 38Q: 3 clusters Score -5599478 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 43249 members 
Entering Unmasked Estep 
Score: -5599501.000000 Penalty: 3192.526367
	Iteration 39Q: 3 clusters Score -5599501 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 43299 members 
Entering Unmasked Estep 
Score: -5599503.500000 Penalty: 3192.526367
	Iteration 40F: 3 clusters Score -5599504 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 43343 members 
Entering Unmasked Estep 
Score: -5599536.000000 Penalty: 3192.526367
	Iteration 41Q: 3 clusters Score -5599536 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 43396 members 
Entering Unmasked Estep 
Score: -5599561.000000 Penalty: 3192.526367
	Iteration 42Q: 3 clusters Score -5599561 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 43438 members 
Entering Unmasked Estep 
Score: -5599559.500000 Penalty: 3192.526367
	Iteration 43Q: 3 clusters Score -5599560 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 43480 members 
Entering Unmasked Estep 
Score: -5599568.500000 Penalty: 3192.526367
	Iteration 44Q: 3 clusters Score -5599568 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 43520 members 
Entering Unmasked Estep 
Score: -5599594.000000 Penalty: 3192.526367
	Iteration 45Q: 3 clusters Score -5599594 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 43550 members 
Entering Unmasked Estep 
Score: -5599596.000000 Penalty: 3192.526367
	Iteration 46Q: 3 clusters Score -5599596 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 43571 members 
Entering Unmasked Estep 
Score: -5599592.000000 Penalty: 3192.526367
	Iteration 47Q: 3 clusters Score -5599592 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 43589 members 
Entering Unmasked Estep 
Score: -5599591.000000 Penalty: 3192.526367
	Iteration 48Q: 3 clusters Score -5599591 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 43603 members 
Entering Unmasked Estep 
Score: -5599590.000000 Penalty: 3192.526367
	Iteration 49Q: 3 clusters Score -5599590 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 43619 members 
Entering Unmasked Estep 
Score: -5599590.500000 Penalty: 3192.526367
	Iteration 50Q: 3 clusters Score -5599590 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 43639 members 
Entering Unmasked Estep 
Score: -5599600.500000 Penalty: 3192.526367
	Iteration 51Q: 3 clusters Score -5599600 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 43655 members 
Entering Unmasked Estep 
Score: -5599607.000000 Penalty: 3192.526367
	Iteration 52Q: 3 clusters Score -5599607 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 43672 members 
Entering Unmasked Estep 
Score: -5599617.500000 Penalty: 3192.526367
	Iteration 53Q: 3 clusters Score -5599618 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 43685 members 
Entering Unmasked Estep 
Score: -5599617.000000 Penalty: 3192.526367
	Iteration 54Q: 3 clusters Score -5599617 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 43700 members 
Entering Unmasked Estep 
Score: -5599618.500000 Penalty: 3192.526367
	Iteration 55Q: 3 clusters Score -5599618 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 43717 members 
Entering Unmasked Estep 
Score: -5599628.500000 Penalty: 3192.526367
	Iteration 56Q: 3 clusters Score -5599628 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 43736 members 
Entering Unmasked Estep 
Score: -5599643.000000 Penalty: 3192.526367
	Iteration 57Q: 3 clusters Score -5599643 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 43752 members 
Entering Unmasked Estep 
Score: -5599649.000000 Penalty: 3192.526367
	Iteration 58Q: 3 clusters Score -5599649 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 43766 members 
Entering Unmasked Estep 
Score: -5599652.500000 Penalty: 3192.526367
	Iteration 59Q: 3 clusters Score -5599652 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 43786 members 
Entering Unmasked Estep 
Score: -5599650.500000 Penalty: 3192.526367
	Iteration 60F: 3 clusters Score -5599650 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 43806 members 
Entering Unmasked Estep 
Score: -5599656.000000 Penalty: 3192.526367
	Iteration 61Q: 3 clusters Score -5599656 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 43820 members 
Entering Unmasked Estep 
Score: -5599666.500000 Penalty: 3192.526367
	Iteration 62Q: 3 clusters Score -5599666 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 43833 members 
Entering Unmasked Estep 
Score: -5599661.000000 Penalty: 3192.526367
	Iteration 63Q: 3 clusters Score -5599661 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 43840 members 
Entering Unmasked Estep 
Score: -5599662.000000 Penalty: 3192.526367
	Iteration 64Q: 3 clusters Score -5599662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 43848 members 
Entering Unmasked Estep 
Score: -5599672.000000 Penalty: 3192.526367
	Iteration 65Q: 3 clusters Score -5599672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 43854 members 
Entering Unmasked Estep 
Score: -5599681.000000 Penalty: 3192.526367
	Iteration 66Q: 3 clusters Score -5599681 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 43860 members 
Entering Unmasked Estep 
Score: -5599689.000000 Penalty: 3192.526367
	Iteration 67Q: 3 clusters Score -5599689 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 43868 members 
Entering Unmasked Estep 
Score: -5599692.000000 Penalty: 3192.526367
	Iteration 68Q: 3 clusters Score -5599692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 43875 members 
Entering Unmasked Estep 
Score: -5599690.000000 Penalty: 3192.526367
	Iteration 69Q: 3 clusters Score -5599690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 43882 members 
Entering Unmasked Estep 
Score: -5599691.000000 Penalty: 3192.526367
	Iteration 70Q: 3 clusters Score -5599691 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 43888 members 
Entering Unmasked Estep 
Score: -5599691.500000 Penalty: 3192.526367
	Iteration 71Q: 3 clusters Score -5599692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 43890 members 
Entering Unmasked Estep 
Score: -5599687.500000 Penalty: 3192.526367
	Iteration 72Q: 3 clusters Score -5599688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 43893 members 
Entering Unmasked Estep 
Score: -5599685.000000 Penalty: 3192.526367
	Iteration 73Q: 3 clusters Score -5599685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 43896 members 
Entering Unmasked Estep 
Score: -5599689.500000 Penalty: 3192.526367
	Iteration 74Q: 3 clusters Score -5599690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 43897 members 
Entering Unmasked Estep 
Score: -5599690.000000 Penalty: 3192.526367
	Iteration 75Q: 3 clusters Score -5599690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 43898 members 
Entering Unmasked Estep 
Score: -5599692.500000 Penalty: 3192.526367
	Iteration 76Q: 3 clusters Score -5599692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 43905 members 
Entering Unmasked Estep 
Score: -5599698.000000 Penalty: 3192.526367
	Iteration 77Q: 3 clusters Score -5599698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 43911 members 
Entering Unmasked Estep 
Score: -5599695.500000 Penalty: 3192.526367
	Iteration 78Q: 3 clusters Score -5599696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 43912 members 
Entering Unmasked Estep 
Score: -5599695.500000 Penalty: 3192.526367
	Iteration 79Q: 3 clusters Score -5599696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 43912 members 
Entering Unmasked Estep 
Score: -5599695.500000 Penalty: 3192.526367
	Iteration 80F: 3 clusters Score -5599696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (34589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34589 members 
Entering Unmasked Estep 
Score: -4325089.000000 Penalty: 1555.152100
	Iteration 0F: 2 clusters Score -4325089 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -4302522.500000 Penalty: 3110.304199
	Iteration 0F: 3 clusters Score -4302522 nChanged 15748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -4311160.500000 Penalty: 3110.304199
	Iteration 1F: 3 clusters Score -4311160 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -4311651.000000 Penalty: 3110.304199
	Iteration 2Q: 3 clusters Score -4311651 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -4312154.500000 Penalty: 3110.304199
	Iteration 3Q: 3 clusters Score -4312154 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 21166 members 
Entering Unmasked Estep 
Score: -4312836.500000 Penalty: 3110.304199
	Iteration 4Q: 3 clusters Score -4312836 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 22738 members 
Entering Unmasked Estep 
Score: -4313745.500000 Penalty: 3110.304199
	Iteration 5F: 3 clusters Score -4313746 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 24810 members 
Entering Unmasked Estep 
Score: -4315101.000000 Penalty: 3110.304199
	Iteration 6F: 3 clusters Score -4315101 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 27324 members 
Entering Unmasked Estep 
Score: -4317093.000000 Penalty: 3110.304199
	Iteration 7F: 3 clusters Score -4317093 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 29915 members 
Entering Unmasked Estep 
Score: -4319391.000000 Penalty: 3110.304199
	Iteration 8F: 3 clusters Score -4319391 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 32048 members 
Entering Unmasked Estep 
Score: -4321407.500000 Penalty: 3110.304199
	Iteration 9F: 3 clusters Score -4321408 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 33384 members 
Entering Unmasked Estep 
Score: -4322705.000000 Penalty: 3110.304199
	Iteration 10Q: 3 clusters Score -4322705 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 34003 members 
Entering Unmasked Estep 
Score: -4323316.000000 Penalty: 3110.304199
	Iteration 11Q: 3 clusters Score -4323316 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 34230 members 
Entering Unmasked Estep 
Score: -4323586.500000 Penalty: 3110.304199
	Iteration 12Q: 3 clusters Score -4323586 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 34305 members 
Entering Unmasked Estep 
Score: -4323694.500000 Penalty: 3110.304199
	Iteration 13Q: 3 clusters Score -4323694 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 34336 members 
Entering Unmasked Estep 
Score: -4323747.500000 Penalty: 3110.304199
	Iteration 14Q: 3 clusters Score -4323748 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 34343 members 
Entering Unmasked Estep 
Score: -4323770.500000 Penalty: 3110.304199
	Iteration 15Q: 3 clusters Score -4323770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 34350 members 
Entering Unmasked Estep 
Score: -4323774.000000 Penalty: 3110.304199
	Iteration 16Q: 3 clusters Score -4323774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 34358 members 
Entering Unmasked Estep 
Score: -4323789.500000 Penalty: 3110.304199
	Iteration 17Q: 3 clusters Score -4323790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 34363 members 
Entering Unmasked Estep 
Score: -4323802.500000 Penalty: 3110.304199
	Iteration 18Q: 3 clusters Score -4323802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 34369 members 
Entering Unmasked Estep 
Score: -4323804.000000 Penalty: 3110.304199
	Iteration 19Q: 3 clusters Score -4323804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 34370 members 
Entering Unmasked Estep 
Score: -4323807.500000 Penalty: 3110.304199
	Iteration 20F: 3 clusters Score -4323808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Entering Unmasked Estep 
Score: -287867.125000 Penalty: 1166.521484
	Iteration 0F: 2 clusters Score -287867.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -285670.750000 Penalty: 2333.042969
	Iteration 0F: 3 clusters Score -285670.8 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -286273.875000 Penalty: 2333.042969
	Iteration 1F: 3 clusters Score -286273.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -286468.062500 Penalty: 2333.042969
	Iteration 2F: 3 clusters Score -286468.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -286582.781250 Penalty: 2333.042969
	Iteration 3F: 3 clusters Score -286582.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -286676.000000 Penalty: 2333.042969
	Iteration 4Q: 3 clusters Score -286676 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -286790.562500 Penalty: 2333.042969
	Iteration 5Q: 3 clusters Score -286790.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -286945.875000 Penalty: 2333.042969
	Iteration 6Q: 3 clusters Score -286945.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -287152.250000 Penalty: 2333.042969
	Iteration 7Q: 3 clusters Score -287152.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -287284.406250 Penalty: 2333.042969
	Iteration 8Q: 3 clusters Score -287284.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -287390.593750 Penalty: 2333.042969
	Iteration 9Q: 3 clusters Score -287390.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -287464.625000 Penalty: 2333.042969
	Iteration 10Q: 3 clusters Score -287464.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -287543.750000 Penalty: 2333.042969
	Iteration 11Q: 3 clusters Score -287543.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -287621.468750 Penalty: 2333.042969
	Iteration 12Q: 3 clusters Score -287621.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -287689.000000 Penalty: 2333.042969
	Iteration 13Q: 3 clusters Score -287689 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -287765.375000 Penalty: 2333.042969
	Iteration 14Q: 3 clusters Score -287765.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -287846.312500 Penalty: 2333.042969
	Iteration 15Q: 3 clusters Score -287846.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -287924.750000 Penalty: 2333.042969
	Iteration 16Q: 3 clusters Score -287924.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -287972.968750 Penalty: 2333.042969
	Iteration 17Q: 3 clusters Score -287973 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -288039.062500 Penalty: 2333.042969
	Iteration 18Q: 3 clusters Score -288039.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -288096.187500 Penalty: 2333.042969
	Iteration 19Q: 3 clusters Score -288096.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -288160.406250 Penalty: 2333.042969
	Iteration 20F: 3 clusters Score -288160.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -288213.781250 Penalty: 2333.042969
	Iteration 21Q: 3 clusters Score -288213.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -288255.531250 Penalty: 2333.042969
	Iteration 22Q: 3 clusters Score -288255.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -288300.812500 Penalty: 2333.042969
	Iteration 23Q: 3 clusters Score -288300.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -288333.250000 Penalty: 2333.042969
	Iteration 24Q: 3 clusters Score -288333.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -288375.312500 Penalty: 2333.042969
	Iteration 25Q: 3 clusters Score -288375.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -288407.812500 Penalty: 2333.042969
	Iteration 26Q: 3 clusters Score -288407.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -288425.500000 Penalty: 2333.042969
	Iteration 27Q: 3 clusters Score -288425.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -288435.312500 Penalty: 2333.042969
	Iteration 28Q: 3 clusters Score -288435.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -288439.625000 Penalty: 2333.042969
	Iteration 29Q: 3 clusters Score -288439.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -288440.812500 Penalty: 2333.042969
	Iteration 30Q: 3 clusters Score -288440.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -288441.406250 Penalty: 2333.042969
	Iteration 31Q: 3 clusters Score -288441.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -288441.406250 Penalty: 2333.042969
	Iteration 32F: 3 clusters Score -288441.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 549 members 
Mstep: Class 3 contains 5386 members 
Mstep: Class 4 contains 2955 members 
Mstep: Class 5 contains 65036 members 
Mstep: Class 6 contains 65302 members 
Mstep: Class 7 contains 29848 members 
Mstep: Class 8 contains 11556 members 
Mstep: Class 9 contains 86251 members 
Mstep: Class 10 contains 11189 members 
Mstep: Class 11 contains 4150 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 6512 members 
Mstep: Class 14 contains 9841 members 
Mstep: Class 15 contains 667 members 
Mstep: Class 16 contains 54712 members 
Mstep: Class 17 contains 26700 members 
Mstep: Class 18 contains 45596 members 
Mstep: Class 19 contains 34589 members 
Mstep: Class 20 contains 1660 members 
Mstep: Class 21 contains 90552 members 
Mstep: Class 22 contains 24093 members 
Mstep: Class 23 contains 431 members 
Mstep: Class 24 contains 5773 members 
Mstep: Class 25 contains 4585 members 
Mstep: Class 26 contains 5082 members 
Mstep: Class 27 contains 981 members 
Mstep: Class 28 contains 40598 members 
Mstep: Class 29 contains 4111 members 
Mstep: Class 30 contains 22082 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 879 members 
Entering Unmasked Estep 
Score: -80934088.000000 Penalty: 63855.019531
Splitting cluster 20 changes total score from -80914168.000000 to -80934088.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 21 (90552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90552 members 
Entering Unmasked Estep 
Score: -11333794.000000 Penalty: 1698.355469
	Iteration 0F: 2 clusters Score -1.133379e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45576 members 
Mstep: Class 2 contains 44976 members 
Entering Unmasked Estep 
Score: -11287113.000000 Penalty: 3396.710938
	Iteration 0F: 3 clusters Score -1.128711e+07 nChanged 42658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48420 members 
Mstep: Class 2 contains 42132 members 
Entering Unmasked Estep 
Score: -11311824.000000 Penalty: 3396.710938
	Iteration 1F: 3 clusters Score -1.131182e+07 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49926 members 
Mstep: Class 2 contains 40626 members 
Entering Unmasked Estep 
Score: -11312683.000000 Penalty: 3396.710938
	Iteration 2Q: 3 clusters Score -1.131268e+07 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51952 members 
Mstep: Class 2 contains 38600 members 
Entering Unmasked Estep 
Score: -11313743.000000 Penalty: 3396.710938
	Iteration 3Q: 3 clusters Score -1.131374e+07 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54646 members 
Mstep: Class 2 contains 35906 members 
Entering Unmasked Estep 
Score: -11315113.000000 Penalty: 3396.710938
	Iteration 4Q: 3 clusters Score -1.131511e+07 nChanged 4571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57975 members 
Mstep: Class 2 contains 32577 members 
Entering Unmasked Estep 
Score: -11316830.000000 Penalty: 3396.710938
	Iteration 5F: 3 clusters Score -1.131683e+07 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61754 members 
Mstep: Class 2 contains 28798 members 
Entering Unmasked Estep 
Score: -11319057.000000 Penalty: 3396.710938
	Iteration 6F: 3 clusters Score -1.131906e+07 nChanged 5112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65472 members 
Mstep: Class 2 contains 25080 members 
Entering Unmasked Estep 
Score: -11321851.000000 Penalty: 3396.710938
	Iteration 7F: 3 clusters Score -1.132185e+07 nChanged 4883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68351 members 
Mstep: Class 2 contains 22201 members 
Entering Unmasked Estep 
Score: -11324737.000000 Penalty: 3396.710938
	Iteration 8F: 3 clusters Score -1.132474e+07 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70028 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -11326920.000000 Penalty: 3396.710938
	Iteration 9Q: 3 clusters Score -1.132692e+07 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70607 members 
Mstep: Class 2 contains 19945 members 
Entering Unmasked Estep 
Score: -11328345.000000 Penalty: 3396.710938
	Iteration 10Q: 3 clusters Score -1.132834e+07 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70537 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -11328953.000000 Penalty: 3396.710938
	Iteration 11Q: 3 clusters Score -1.132895e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70278 members 
Mstep: Class 2 contains 20274 members 
Entering Unmasked Estep 
Score: -11329012.000000 Penalty: 3396.710938
	Iteration 12Q: 3 clusters Score -1.132901e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69975 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -11328941.000000 Penalty: 3396.710938
	Iteration 13Q: 3 clusters Score -1.132894e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69655 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -11328831.000000 Penalty: 3396.710938
	Iteration 14Q: 3 clusters Score -1.132883e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69260 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -11328677.000000 Penalty: 3396.710938
	Iteration 15Q: 3 clusters Score -1.132868e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68856 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -11328589.000000 Penalty: 3396.710938
	Iteration 16Q: 3 clusters Score -1.132859e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68461 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -11328489.000000 Penalty: 3396.710938
	Iteration 17Q: 3 clusters Score -1.132849e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68021 members 
Mstep: Class 2 contains 22531 members 
Entering Unmasked Estep 
Score: -11328292.000000 Penalty: 3396.710938
	Iteration 18Q: 3 clusters Score -1.132829e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67499 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -11328206.000000 Penalty: 3396.710938
	Iteration 19Q: 3 clusters Score -1.132821e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66915 members 
Mstep: Class 2 contains 23637 members 
Entering Unmasked Estep 
Score: -11328034.000000 Penalty: 3396.710938
	Iteration 20F: 3 clusters Score -1.132803e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66232 members 
Mstep: Class 2 contains 24320 members 
Entering Unmasked Estep 
Score: -11327923.000000 Penalty: 3396.710938
	Iteration 21Q: 3 clusters Score -1.132792e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65510 members 
Mstep: Class 2 contains 25042 members 
Entering Unmasked Estep 
Score: -11327803.000000 Penalty: 3396.710938
	Iteration 22Q: 3 clusters Score -1.13278e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64668 members 
Mstep: Class 2 contains 25884 members 
Entering Unmasked Estep 
Score: -11327762.000000 Penalty: 3396.710938
	Iteration 23Q: 3 clusters Score -1.132776e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63715 members 
Mstep: Class 2 contains 26837 members 
Entering Unmasked Estep 
Score: -11327673.000000 Penalty: 3396.710938
	Iteration 24Q: 3 clusters Score -1.132767e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62642 members 
Mstep: Class 2 contains 27910 members 
Entering Unmasked Estep 
Score: -11327614.000000 Penalty: 3396.710938
	Iteration 25Q: 3 clusters Score -1.132761e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61491 members 
Mstep: Class 2 contains 29061 members 
Entering Unmasked Estep 
Score: -11327539.000000 Penalty: 3396.710938
	Iteration 26Q: 3 clusters Score -1.132754e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60261 members 
Mstep: Class 2 contains 30291 members 
Entering Unmasked Estep 
Score: -11327540.000000 Penalty: 3396.710938
	Iteration 27Q: 3 clusters Score -1.132754e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58964 members 
Mstep: Class 2 contains 31588 members 
Entering Unmasked Estep 
Score: -11327481.000000 Penalty: 3396.710938
	Iteration 28Q: 3 clusters Score -1.132748e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57553 members 
Mstep: Class 2 contains 32999 members 
Entering Unmasked Estep 
Score: -11327555.000000 Penalty: 3396.710938
	Iteration 29Q: 3 clusters Score -1.132756e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56009 members 
Mstep: Class 2 contains 34543 members 
Entering Unmasked Estep 
Score: -11327642.000000 Penalty: 3396.710938
	Iteration 30Q: 3 clusters Score -1.132764e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54296 members 
Mstep: Class 2 contains 36256 members 
Entering Unmasked Estep 
Score: -11327741.000000 Penalty: 3396.710938
	Iteration 31Q: 3 clusters Score -1.132774e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52503 members 
Mstep: Class 2 contains 38049 members 
Entering Unmasked Estep 
Score: -11327876.000000 Penalty: 3396.710938
	Iteration 32Q: 3 clusters Score -1.132788e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50415 members 
Mstep: Class 2 contains 40137 members 
Entering Unmasked Estep 
Score: -11328070.000000 Penalty: 3396.710938
	Iteration 33Q: 3 clusters Score -1.132807e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47855 members 
Mstep: Class 2 contains 42697 members 
Entering Unmasked Estep 
Score: -11328341.000000 Penalty: 3396.710938
	Iteration 34Q: 3 clusters Score -1.132834e+07 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44809 members 
Mstep: Class 2 contains 45743 members 
Entering Unmasked Estep 
Score: -11328697.000000 Penalty: 3396.710938
	Iteration 35Q: 3 clusters Score -1.13287e+07 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41522 members 
Mstep: Class 2 contains 49030 members 
Entering Unmasked Estep 
Score: -11329027.000000 Penalty: 3396.710938
	Iteration 36Q: 3 clusters Score -1.132903e+07 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38223 members 
Mstep: Class 2 contains 52329 members 
Entering Unmasked Estep 
Score: -11329167.000000 Penalty: 3396.710938
	Iteration 37Q: 3 clusters Score -1.132917e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35320 members 
Mstep: Class 2 contains 55232 members 
Entering Unmasked Estep 
Score: -11329132.000000 Penalty: 3396.710938
	Iteration 38Q: 3 clusters Score -1.132913e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32826 members 
Mstep: Class 2 contains 57726 members 
Entering Unmasked Estep 
Score: -11329063.000000 Penalty: 3396.710938
	Iteration 39Q: 3 clusters Score -1.132906e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30648 members 
Mstep: Class 2 contains 59904 members 
Entering Unmasked Estep 
Score: -11329749.000000 Penalty: 3396.710938
	Iteration 40F: 3 clusters Score -1.132975e+07 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27074 members 
Mstep: Class 2 contains 63478 members 
Entering Unmasked Estep 
Score: -11330476.000000 Penalty: 3396.710938
	Iteration 41Q: 3 clusters Score -1.133048e+07 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23398 members 
Mstep: Class 2 contains 67154 members 
Entering Unmasked Estep 
Score: -11331279.000000 Penalty: 3396.710938
	Iteration 42Q: 3 clusters Score -1.133128e+07 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 70845 members 
Entering Unmasked Estep 
Score: -11332113.000000 Penalty: 3396.710938
	Iteration 43Q: 3 clusters Score -1.133211e+07 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 74252 members 
Entering Unmasked Estep 
Score: -11332964.000000 Penalty: 3396.710938
	Iteration 44Q: 3 clusters Score -1.133296e+07 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 77620 members 
Entering Unmasked Estep 
Score: -11333419.000000 Penalty: 3396.710938
	Iteration 45Q: 3 clusters Score -1.133342e+07 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 80583 members 
Entering Unmasked Estep 
Score: -11333647.000000 Penalty: 3396.710938
	Iteration 46Q: 3 clusters Score -1.133365e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 82930 members 
Entering Unmasked Estep 
Score: -11333687.000000 Penalty: 3396.710938
	Iteration 47Q: 3 clusters Score -1.133369e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 84669 members 
Entering Unmasked Estep 
Score: -11333570.000000 Penalty: 3396.710938
	Iteration 48Q: 3 clusters Score -1.133357e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 85909 members 
Entering Unmasked Estep 
Score: -11333400.000000 Penalty: 3396.710938
	Iteration 49Q: 3 clusters Score -1.13334e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 86818 members 
Entering Unmasked Estep 
Score: -11333345.000000 Penalty: 3396.710938
	Iteration 50Q: 3 clusters Score -1.133334e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 87500 members 
Entering Unmasked Estep 
Score: -11333287.000000 Penalty: 3396.710938
	Iteration 51Q: 3 clusters Score -1.133329e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 88025 members 
Entering Unmasked Estep 
Score: -11333268.000000 Penalty: 3396.710938
	Iteration 52Q: 3 clusters Score -1.133327e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 88406 members 
Entering Unmasked Estep 
Score: -11333218.000000 Penalty: 3396.710938
	Iteration 53Q: 3 clusters Score -1.133322e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 88671 members 
Entering Unmasked Estep 
Score: -11333237.000000 Penalty: 3396.710938
	Iteration 54Q: 3 clusters Score -1.133324e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 88885 members 
Entering Unmasked Estep 
Score: -11333237.000000 Penalty: 3396.710938
	Iteration 55Q: 3 clusters Score -1.133324e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 89045 members 
Entering Unmasked Estep 
Score: -11333214.000000 Penalty: 3396.710938
	Iteration 56Q: 3 clusters Score -1.133321e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 89186 members 
Entering Unmasked Estep 
Score: -11333235.000000 Penalty: 3396.710938
	Iteration 57Q: 3 clusters Score -1.133324e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 89270 members 
Entering Unmasked Estep 
Score: -11333233.000000 Penalty: 3396.710938
	Iteration 58Q: 3 clusters Score -1.133323e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 89345 members 
Entering Unmasked Estep 
Score: -11333229.000000 Penalty: 3396.710938
	Iteration 59Q: 3 clusters Score -1.133323e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 89413 members 
Entering Unmasked Estep 
Score: -11333241.000000 Penalty: 3396.710938
	Iteration 60F: 3 clusters Score -1.133324e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 89464 members 
Entering Unmasked Estep 
Score: -11333225.000000 Penalty: 3396.710938
	Iteration 61Q: 3 clusters Score -1.133322e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 89496 members 
Entering Unmasked Estep 
Score: -11333221.000000 Penalty: 3396.710938
	Iteration 62Q: 3 clusters Score -1.133322e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 89524 members 
Entering Unmasked Estep 
Score: -11333224.000000 Penalty: 3396.710938
	Iteration 63Q: 3 clusters Score -1.133322e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 89545 members 
Entering Unmasked Estep 
Score: -11333218.000000 Penalty: 3396.710938
	Iteration 64Q: 3 clusters Score -1.133322e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 89563 members 
Entering Unmasked Estep 
Score: -11333238.000000 Penalty: 3396.710938
	Iteration 65Q: 3 clusters Score -1.133324e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 89581 members 
Entering Unmasked Estep 
Score: -11333234.000000 Penalty: 3396.710938
	Iteration 66Q: 3 clusters Score -1.133323e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 89599 members 
Entering Unmasked Estep 
Score: -11333227.000000 Penalty: 3396.710938
	Iteration 67Q: 3 clusters Score -1.133323e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 89609 members 
Entering Unmasked Estep 
Score: -11333217.000000 Penalty: 3396.710938
	Iteration 68Q: 3 clusters Score -1.133322e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 89617 members 
Entering Unmasked Estep 
Score: -11333202.000000 Penalty: 3396.710938
	Iteration 69Q: 3 clusters Score -1.13332e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 89629 members 
Entering Unmasked Estep 
Score: -11333188.000000 Penalty: 3396.710938
	Iteration 70Q: 3 clusters Score -1.133319e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 89638 members 
Entering Unmasked Estep 
Score: -11333198.000000 Penalty: 3396.710938
	Iteration 71Q: 3 clusters Score -1.13332e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 89640 members 
Entering Unmasked Estep 
Score: -11333180.000000 Penalty: 3396.710938
	Iteration 72Q: 3 clusters Score -1.133318e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 89641 members 
Entering Unmasked Estep 
Score: -11333192.000000 Penalty: 3396.710938
	Iteration 73Q: 3 clusters Score -1.133319e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 89644 members 
Entering Unmasked Estep 
Score: -11333193.000000 Penalty: 3396.710938
	Iteration 74Q: 3 clusters Score -1.133319e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 89647 members 
Entering Unmasked Estep 
Score: -11333190.000000 Penalty: 3396.710938
	Iteration 75Q: 3 clusters Score -1.133319e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 89648 members 
Entering Unmasked Estep 
Score: -11333201.000000 Penalty: 3396.710938
	Iteration 76Q: 3 clusters Score -1.13332e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 89651 members 
Entering Unmasked Estep 
Score: -11333195.000000 Penalty: 3396.710938
	Iteration 77Q: 3 clusters Score -1.13332e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 89656 members 
Entering Unmasked Estep 
Score: -11333188.000000 Penalty: 3396.710938
	Iteration 78Q: 3 clusters Score -1.133319e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 89660 members 
Entering Unmasked Estep 
Score: -11333194.000000 Penalty: 3396.710938
	Iteration 79Q: 3 clusters Score -1.133319e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 89660 members 
Entering Unmasked Estep 
Score: -11333196.000000 Penalty: 3396.710938
	Iteration 80F: 3 clusters Score -1.13332e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 89660 members 
Entering Unmasked Estep 
Score: -11333205.000000 Penalty: 3396.710938
	Iteration 81Q: 3 clusters Score -1.13332e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 89660 members 
Entering Unmasked Estep 
Score: -11333205.000000 Penalty: 3396.710938
	Iteration 82Q: 3 clusters Score -1.13332e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 89659 members 
Entering Unmasked Estep 
Score: -11333200.000000 Penalty: 3396.710938
	Iteration 83Q: 3 clusters Score -1.13332e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 89660 members 
Entering Unmasked Estep 
Score: -11333198.000000 Penalty: 3396.710938
	Iteration 84Q: 3 clusters Score -1.13332e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 89662 members 
Entering Unmasked Estep 
Score: -11333202.000000 Penalty: 3396.710938
	Iteration 85Q: 3 clusters Score -1.13332e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 89664 members 
Entering Unmasked Estep 
Score: -11333200.000000 Penalty: 3396.710938
	Iteration 86Q: 3 clusters Score -1.13332e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 89665 members 
Entering Unmasked Estep 
Score: -11333190.000000 Penalty: 3396.710938
	Iteration 87Q: 3 clusters Score -1.133319e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 89666 members 
Entering Unmasked Estep 
Score: -11333192.000000 Penalty: 3396.710938
	Iteration 88Q: 3 clusters Score -1.133319e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 89667 members 
Entering Unmasked Estep 
Score: -11333193.000000 Penalty: 3396.710938
	Iteration 89Q: 3 clusters Score -1.133319e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 89667 members 
Entering Unmasked Estep 
Score: -11333199.000000 Penalty: 3396.710938
	Iteration 90Q: 3 clusters Score -1.13332e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 89666 members 
Entering Unmasked Estep 
Score: -11333198.000000 Penalty: 3396.710938
	Iteration 91Q: 3 clusters Score -1.13332e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 89665 members 
Entering Unmasked Estep 
Score: -11333195.000000 Penalty: 3396.710938
	Iteration 92Q: 3 clusters Score -1.13332e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 89666 members 
Entering Unmasked Estep 
Score: -11333192.000000 Penalty: 3396.710938
	Iteration 93Q: 3 clusters Score -1.133319e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 89667 members 
Entering Unmasked Estep 
Score: -11333189.000000 Penalty: 3396.710938
	Iteration 94Q: 3 clusters Score -1.133319e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 89668 members 
Entering Unmasked Estep 
Score: -11333188.000000 Penalty: 3396.710938
	Iteration 95Q: 3 clusters Score -1.133319e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 89668 members 
Entering Unmasked Estep 
Score: -11333188.000000 Penalty: 3396.710938
	Iteration 96F: 3 clusters Score -1.133319e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (24093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24093 members 
Entering Unmasked Estep 
Score: -2913925.250000 Penalty: 1501.343994
	Iteration 0F: 2 clusters Score -2913925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -2898128.250000 Penalty: 3002.687988
	Iteration 0F: 3 clusters Score -2898128 nChanged 10737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -2903932.000000 Penalty: 3002.687988
	Iteration 1F: 3 clusters Score -2903932 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -2904446.250000 Penalty: 3002.687988
	Iteration 2F: 3 clusters Score -2904446 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -2904935.000000 Penalty: 3002.687988
	Iteration 3Q: 3 clusters Score -2904935 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -2905555.000000 Penalty: 3002.687988
	Iteration 4Q: 3 clusters Score -2905555 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -2906325.750000 Penalty: 3002.687988
	Iteration 5F: 3 clusters Score -2906326 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -2907409.750000 Penalty: 3002.687988
	Iteration 6F: 3 clusters Score -2907410 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -2908757.250000 Penalty: 3002.687988
	Iteration 7F: 3 clusters Score -2908757 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -2910368.500000 Penalty: 3002.687988
	Iteration 8F: 3 clusters Score -2910368 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -2912082.250000 Penalty: 3002.687988
	Iteration 9F: 3 clusters Score -2912082 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -2913488.500000 Penalty: 3002.687988
	Iteration 10F: 3 clusters Score -2913488 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -2914281.250000 Penalty: 3002.687988
	Iteration 11Q: 3 clusters Score -2914281 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -2914673.750000 Penalty: 3002.687988
	Iteration 12Q: 3 clusters Score -2914674 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -2914858.500000 Penalty: 3002.687988
	Iteration 13Q: 3 clusters Score -2914858 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -2914973.750000 Penalty: 3002.687988
	Iteration 14Q: 3 clusters Score -2914974 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -2915013.750000 Penalty: 3002.687988
	Iteration 15Q: 3 clusters Score -2915014 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -2915045.750000 Penalty: 3002.687988
	Iteration 16Q: 3 clusters Score -2915046 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -2915058.500000 Penalty: 3002.687988
	Iteration 17Q: 3 clusters Score -2915058 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -2915073.000000 Penalty: 3002.687988
	Iteration 18Q: 3 clusters Score -2915073 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -2915072.250000 Penalty: 3002.687988
	Iteration 19Q: 3 clusters Score -2915072 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -2915080.750000 Penalty: 3002.687988
	Iteration 20F: 3 clusters Score -2915081 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -2915079.750000 Penalty: 3002.687988
	Iteration 21Q: 3 clusters Score -2915080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -2915086.500000 Penalty: 3002.687988
	Iteration 22Q: 3 clusters Score -2915086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -2915083.750000 Penalty: 3002.687988
	Iteration 23Q: 3 clusters Score -2915084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -2915089.750000 Penalty: 3002.687988
	Iteration 24Q: 3 clusters Score -2915090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -2915085.000000 Penalty: 3002.687988
	Iteration 25Q: 3 clusters Score -2915085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -2915086.000000 Penalty: 3002.687988
	Iteration 26Q: 3 clusters Score -2915086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -2915080.500000 Penalty: 3002.687988
	Iteration 27Q: 3 clusters Score -2915080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -2915080.500000 Penalty: 3002.687988
	Iteration 28F: 3 clusters Score -2915080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 549 members 
Mstep: Class 3 contains 5386 members 
Mstep: Class 4 contains 2955 members 
Mstep: Class 5 contains 65036 members 
Mstep: Class 6 contains 65302 members 
Mstep: Class 7 contains 29848 members 
Mstep: Class 8 contains 11556 members 
Mstep: Class 9 contains 86251 members 
Mstep: Class 10 contains 11189 members 
Mstep: Class 11 contains 4150 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 6512 members 
Mstep: Class 14 contains 9841 members 
Mstep: Class 15 contains 667 members 
Mstep: Class 16 contains 54712 members 
Mstep: Class 17 contains 26700 members 
Mstep: Class 18 contains 45596 members 
Mstep: Class 19 contains 34589 members 
Mstep: Class 20 contains 1660 members 
Mstep: Class 21 contains 90552 members 
Mstep: Class 22 contains 5982 members 
Mstep: Class 23 contains 431 members 
Mstep: Class 24 contains 5773 members 
Mstep: Class 25 contains 4585 members 
Mstep: Class 26 contains 5082 members 
Mstep: Class 27 contains 981 members 
Mstep: Class 28 contains 40598 members 
Mstep: Class 29 contains 4111 members 
Mstep: Class 30 contains 22082 members 
Mstep: Class 31 contains 393 members 
Mstep: Class 32 contains 879 members 
Mstep: Class 33 contains 18111 members 
Entering Unmasked Estep 
Score: -80934456.000000 Penalty: 65850.492188
Splitting cluster 22 changes total score from -80914168.000000 to -80934456.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 23 (431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Entering Unmasked Estep 
Score: -47922.832031 Penalty: 902.636902
	Iteration 0F: 2 clusters Score -47922.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -47137.960938 Penalty: 1805.273804
	Iteration 0F: 3 clusters Score -47137.96 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -47379.671875 Penalty: 1805.273804
	Iteration 1F: 3 clusters Score -47379.67 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -47469.925781 Penalty: 1805.273804
	Iteration 2F: 3 clusters Score -47469.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -47510.332031 Penalty: 1805.273804
	Iteration 3Q: 3 clusters Score -47510.33 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -47624.656250 Penalty: 1805.273804
	Iteration 4Q: 3 clusters Score -47624.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -47717.507812 Penalty: 1805.273804
	Iteration 5Q: 3 clusters Score -47717.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -47779.351562 Penalty: 1805.273804
	Iteration 6Q: 3 clusters Score -47779.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -47807.031250 Penalty: 1805.273804
	Iteration 7Q: 3 clusters Score -47807.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -47829.707031 Penalty: 1805.273804
	Iteration 8Q: 3 clusters Score -47829.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -47861.761719 Penalty: 1805.273804
	Iteration 9Q: 3 clusters Score -47861.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -47878.300781 Penalty: 1805.273804
	Iteration 10Q: 3 clusters Score -47878.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -47883.933594 Penalty: 1805.273804
	Iteration 11Q: 3 clusters Score -47883.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -47893.136719 Penalty: 1805.273804
	Iteration 12Q: 3 clusters Score -47893.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -47906.679688 Penalty: 1805.273804
	Iteration 13Q: 3 clusters Score -47906.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -47909.375000 Penalty: 1805.273804
	Iteration 14Q: 3 clusters Score -47909.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -47909.375000 Penalty: 1805.273804
	Iteration 15F: 3 clusters Score -47909.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Entering Unmasked Estep 
Score: -730555.500000 Penalty: 1288.748901
	Iteration 0F: 2 clusters Score -730555.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -726386.562500 Penalty: 2577.497803
	Iteration 0F: 3 clusters Score -726386.6 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -727645.187500 Penalty: 2577.497803
	Iteration 1F: 3 clusters Score -727645.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -727906.750000 Penalty: 2577.497803
	Iteration 2F: 3 clusters Score -727906.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -728064.625000 Penalty: 2577.497803
	Iteration 3F: 3 clusters Score -728064.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -728160.875000 Penalty: 2577.497803
	Iteration 4Q: 3 clusters Score -728160.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -728227.250000 Penalty: 2577.497803
	Iteration 5Q: 3 clusters Score -728227.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -728268.562500 Penalty: 2577.497803
	Iteration 6Q: 3 clusters Score -728268.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -728303.687500 Penalty: 2577.497803
	Iteration 7Q: 3 clusters Score -728303.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -728336.500000 Penalty: 2577.497803
	Iteration 8Q: 3 clusters Score -728336.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -728365.062500 Penalty: 2577.497803
	Iteration 9Q: 3 clusters Score -728365.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -728390.812500 Penalty: 2577.497803
	Iteration 10Q: 3 clusters Score -728390.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -728408.062500 Penalty: 2577.497803
	Iteration 11Q: 3 clusters Score -728408.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -728422.812500 Penalty: 2577.497803
	Iteration 12Q: 3 clusters Score -728422.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -728436.875000 Penalty: 2577.497803
	Iteration 13Q: 3 clusters Score -728436.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -728450.062500 Penalty: 2577.497803
	Iteration 14Q: 3 clusters Score -728450.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -728457.125000 Penalty: 2577.497803
	Iteration 15Q: 3 clusters Score -728457.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -728465.500000 Penalty: 2577.497803
	Iteration 16Q: 3 clusters Score -728465.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -728474.187500 Penalty: 2577.497803
	Iteration 17Q: 3 clusters Score -728474.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -728479.375000 Penalty: 2577.497803
	Iteration 18Q: 3 clusters Score -728479.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -728486.625000 Penalty: 2577.497803
	Iteration 19Q: 3 clusters Score -728486.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -728491.437500 Penalty: 2577.497803
	Iteration 20F: 3 clusters Score -728491.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -728493.937500 Penalty: 2577.497803
	Iteration 21Q: 3 clusters Score -728493.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -728499.000000 Penalty: 2577.497803
	Iteration 22Q: 3 clusters Score -728499 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -728504.687500 Penalty: 2577.497803
	Iteration 23Q: 3 clusters Score -728504.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -728510.312500 Penalty: 2577.497803
	Iteration 24Q: 3 clusters Score -728510.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -728515.562500 Penalty: 2577.497803
	Iteration 25Q: 3 clusters Score -728515.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -728521.750000 Penalty: 2577.497803
	Iteration 26Q: 3 clusters Score -728521.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -728528.000000 Penalty: 2577.497803
	Iteration 27Q: 3 clusters Score -728528 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -728534.250000 Penalty: 2577.497803
	Iteration 28Q: 3 clusters Score -728534.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -728537.812500 Penalty: 2577.497803
	Iteration 29Q: 3 clusters Score -728537.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -728542.250000 Penalty: 2577.497803
	Iteration 30Q: 3 clusters Score -728542.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -728547.812500 Penalty: 2577.497803
	Iteration 31Q: 3 clusters Score -728547.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -728550.562500 Penalty: 2577.497803
	Iteration 32Q: 3 clusters Score -728550.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -728555.062500 Penalty: 2577.497803
	Iteration 33Q: 3 clusters Score -728555.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -728557.125000 Penalty: 2577.497803
	Iteration 34Q: 3 clusters Score -728557.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -728557.437500 Penalty: 2577.497803
	Iteration 35Q: 3 clusters Score -728557.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -728556.625000 Penalty: 2577.497803
	Iteration 36Q: 3 clusters Score -728556.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -728557.437500 Penalty: 2577.497803
	Iteration 37Q: 3 clusters Score -728557.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -728558.875000 Penalty: 2577.497803
	Iteration 38Q: 3 clusters Score -728558.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -728558.937500 Penalty: 2577.497803
	Iteration 39Q: 3 clusters Score -728558.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -728559.000000 Penalty: 2577.497803
	Iteration 40F: 3 clusters Score -728559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Entering Unmasked Estep 
Score: -538599.437500 Penalty: 1254.465210
	Iteration 0F: 2 clusters Score -538599.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -535156.875000 Penalty: 2508.930420
	Iteration 0F: 3 clusters Score -535156.9 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -536167.625000 Penalty: 2508.930420
	Iteration 1F: 3 clusters Score -536167.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -536363.000000 Penalty: 2508.930420
	Iteration 2F: 3 clusters Score -536363 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -536486.062500 Penalty: 2508.930420
	Iteration 3Q: 3 clusters Score -536486.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -536578.437500 Penalty: 2508.930420
	Iteration 4Q: 3 clusters Score -536578.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -536640.687500 Penalty: 2508.930420
	Iteration 5Q: 3 clusters Score -536640.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -536687.437500 Penalty: 2508.930420
	Iteration 6Q: 3 clusters Score -536687.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -536736.000000 Penalty: 2508.930420
	Iteration 7Q: 3 clusters Score -536736 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -536772.437500 Penalty: 2508.930420
	Iteration 8Q: 3 clusters Score -536772.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -536813.812500 Penalty: 2508.930420
	Iteration 9Q: 3 clusters Score -536813.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -536851.125000 Penalty: 2508.930420
	Iteration 10Q: 3 clusters Score -536851.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -536888.812500 Penalty: 2508.930420
	Iteration 11Q: 3 clusters Score -536888.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -536921.875000 Penalty: 2508.930420
	Iteration 12Q: 3 clusters Score -536921.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -536950.812500 Penalty: 2508.930420
	Iteration 13Q: 3 clusters Score -536950.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -536979.312500 Penalty: 2508.930420
	Iteration 14Q: 3 clusters Score -536979.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -537008.875000 Penalty: 2508.930420
	Iteration 15Q: 3 clusters Score -537008.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -537027.562500 Penalty: 2508.930420
	Iteration 16Q: 3 clusters Score -537027.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -537044.062500 Penalty: 2508.930420
	Iteration 17Q: 3 clusters Score -537044.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -537062.250000 Penalty: 2508.930420
	Iteration 18Q: 3 clusters Score -537062.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -537078.000000 Penalty: 2508.930420
	Iteration 19Q: 3 clusters Score -537078 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -537089.625000 Penalty: 2508.930420
	Iteration 20F: 3 clusters Score -537089.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -537099.687500 Penalty: 2508.930420
	Iteration 21Q: 3 clusters Score -537099.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -537103.875000 Penalty: 2508.930420
	Iteration 22Q: 3 clusters Score -537103.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -537111.562500 Penalty: 2508.930420
	Iteration 23Q: 3 clusters Score -537111.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -537121.750000 Penalty: 2508.930420
	Iteration 24Q: 3 clusters Score -537121.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -537135.937500 Penalty: 2508.930420
	Iteration 25Q: 3 clusters Score -537135.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -537152.187500 Penalty: 2508.930420
	Iteration 26Q: 3 clusters Score -537152.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -537165.500000 Penalty: 2508.930420
	Iteration 27Q: 3 clusters Score -537165.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -537177.875000 Penalty: 2508.930420
	Iteration 28Q: 3 clusters Score -537177.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -537184.812500 Penalty: 2508.930420
	Iteration 29Q: 3 clusters Score -537184.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -537192.625000 Penalty: 2508.930420
	Iteration 30Q: 3 clusters Score -537192.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -537199.000000 Penalty: 2508.930420
	Iteration 31Q: 3 clusters Score -537199 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -537207.750000 Penalty: 2508.930420
	Iteration 32Q: 3 clusters Score -537207.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -537216.250000 Penalty: 2508.930420
	Iteration 33Q: 3 clusters Score -537216.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -537220.812500 Penalty: 2508.930420
	Iteration 34Q: 3 clusters Score -537220.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -537223.125000 Penalty: 2508.930420
	Iteration 35Q: 3 clusters Score -537223.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -537229.687500 Penalty: 2508.930420
	Iteration 36Q: 3 clusters Score -537229.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -537236.312500 Penalty: 2508.930420
	Iteration 37Q: 3 clusters Score -537236.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -537242.375000 Penalty: 2508.930420
	Iteration 38Q: 3 clusters Score -537242.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -537251.062500 Penalty: 2508.930420
	Iteration 39Q: 3 clusters Score -537251.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -537256.250000 Penalty: 2508.930420
	Iteration 40F: 3 clusters Score -537256.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -537263.750000 Penalty: 2508.930420
	Iteration 41Q: 3 clusters Score -537263.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -537272.187500 Penalty: 2508.930420
	Iteration 42Q: 3 clusters Score -537272.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -537279.062500 Penalty: 2508.930420
	Iteration 43Q: 3 clusters Score -537279.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -537289.375000 Penalty: 2508.930420
	Iteration 44Q: 3 clusters Score -537289.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -537300.125000 Penalty: 2508.930420
	Iteration 45Q: 3 clusters Score -537300.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -537318.250000 Penalty: 2508.930420
	Iteration 46Q: 3 clusters Score -537318.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -537331.625000 Penalty: 2508.930420
	Iteration 47Q: 3 clusters Score -537331.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -537342.437500 Penalty: 2508.930420
	Iteration 48Q: 3 clusters Score -537342.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -537350.937500 Penalty: 2508.930420
	Iteration 49Q: 3 clusters Score -537350.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -537358.062500 Penalty: 2508.930420
	Iteration 50Q: 3 clusters Score -537358.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -537366.000000 Penalty: 2508.930420
	Iteration 51Q: 3 clusters Score -537366 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -537371.062500 Penalty: 2508.930420
	Iteration 52Q: 3 clusters Score -537371.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -537375.812500 Penalty: 2508.930420
	Iteration 53Q: 3 clusters Score -537375.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -537378.687500 Penalty: 2508.930420
	Iteration 54Q: 3 clusters Score -537378.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -537379.062500 Penalty: 2508.930420
	Iteration 55Q: 3 clusters Score -537379.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -537381.125000 Penalty: 2508.930420
	Iteration 56Q: 3 clusters Score -537381.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -537382.937500 Penalty: 2508.930420
	Iteration 57Q: 3 clusters Score -537382.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -537383.625000 Penalty: 2508.930420
	Iteration 58Q: 3 clusters Score -537383.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -537386.250000 Penalty: 2508.930420
	Iteration 59Q: 3 clusters Score -537386.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -537388.937500 Penalty: 2508.930420
	Iteration 60F: 3 clusters Score -537388.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -537390.312500 Penalty: 2508.930420
	Iteration 61Q: 3 clusters Score -537390.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -537390.687500 Penalty: 2508.930420
	Iteration 62Q: 3 clusters Score -537390.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -537391.125000 Penalty: 2508.930420
	Iteration 63Q: 3 clusters Score -537391.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -537391.937500 Penalty: 2508.930420
	Iteration 64Q: 3 clusters Score -537391.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -537392.187500 Penalty: 2508.930420
	Iteration 65Q: 3 clusters Score -537392.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -537394.937500 Penalty: 2508.930420
	Iteration 66Q: 3 clusters Score -537394.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -537398.500000 Penalty: 2508.930420
	Iteration 67Q: 3 clusters Score -537398.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -537400.562500 Penalty: 2508.930420
	Iteration 68Q: 3 clusters Score -537400.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -537400.625000 Penalty: 2508.930420
	Iteration 69Q: 3 clusters Score -537400.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -537402.687500 Penalty: 2508.930420
	Iteration 70Q: 3 clusters Score -537402.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -537406.375000 Penalty: 2508.930420
	Iteration 71Q: 3 clusters Score -537406.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -537408.437500 Penalty: 2508.930420
	Iteration 72Q: 3 clusters Score -537408.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -537410.875000 Penalty: 2508.930420
	Iteration 73Q: 3 clusters Score -537410.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -537415.062500 Penalty: 2508.930420
	Iteration 74Q: 3 clusters Score -537415.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -537417.875000 Penalty: 2508.930420
	Iteration 75Q: 3 clusters Score -537417.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -537422.125000 Penalty: 2508.930420
	Iteration 76Q: 3 clusters Score -537422.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -537429.375000 Penalty: 2508.930420
	Iteration 77Q: 3 clusters Score -537429.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -537434.312500 Penalty: 2508.930420
	Iteration 78Q: 3 clusters Score -537434.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -537440.562500 Penalty: 2508.930420
	Iteration 79Q: 3 clusters Score -537440.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -537453.000000 Penalty: 2508.930420
	Iteration 80F: 3 clusters Score -537453 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -537467.187500 Penalty: 2508.930420
	Iteration 81Q: 3 clusters Score -537467.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -537489.562500 Penalty: 2508.930420
	Iteration 82Q: 3 clusters Score -537489.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -537510.937500 Penalty: 2508.930420
	Iteration 83Q: 3 clusters Score -537510.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -537532.187500 Penalty: 2508.930420
	Iteration 84Q: 3 clusters Score -537532.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -537553.187500 Penalty: 2508.930420
	Iteration 85Q: 3 clusters Score -537553.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -537576.375000 Penalty: 2508.930420
	Iteration 86Q: 3 clusters Score -537576.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -537595.187500 Penalty: 2508.930420
	Iteration 87Q: 3 clusters Score -537595.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -537616.125000 Penalty: 2508.930420
	Iteration 88Q: 3 clusters Score -537616.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -537636.812500 Penalty: 2508.930420
	Iteration 89Q: 3 clusters Score -537636.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -537655.750000 Penalty: 2508.930420
	Iteration 90Q: 3 clusters Score -537655.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -537675.250000 Penalty: 2508.930420
	Iteration 91Q: 3 clusters Score -537675.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -537695.375000 Penalty: 2508.930420
	Iteration 92Q: 3 clusters Score -537695.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -537712.875000 Penalty: 2508.930420
	Iteration 93Q: 3 clusters Score -537712.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -537720.625000 Penalty: 2508.930420
	Iteration 94Q: 3 clusters Score -537720.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -537728.062500 Penalty: 2508.930420
	Iteration 95Q: 3 clusters Score -537728.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -537735.000000 Penalty: 2508.930420
	Iteration 96Q: 3 clusters Score -537735 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -537744.562500 Penalty: 2508.930420
	Iteration 97Q: 3 clusters Score -537744.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -537754.250000 Penalty: 2508.930420
	Iteration 98Q: 3 clusters Score -537754.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -537760.000000 Penalty: 2508.930420
	Iteration 99Q: 3 clusters Score -537760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -537762.937500 Penalty: 2508.930420
	Iteration 100F: 3 clusters Score -537762.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -537768.000000 Penalty: 2508.930420
	Iteration 101Q: 3 clusters Score -537768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -537773.000000 Penalty: 2508.930420
	Iteration 102Q: 3 clusters Score -537773 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -537778.625000 Penalty: 2508.930420
	Iteration 103Q: 3 clusters Score -537778.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -537782.437500 Penalty: 2508.930420
	Iteration 104Q: 3 clusters Score -537782.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -537785.312500 Penalty: 2508.930420
	Iteration 105Q: 3 clusters Score -537785.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -537790.812500 Penalty: 2508.930420
	Iteration 106Q: 3 clusters Score -537790.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -537798.500000 Penalty: 2508.930420
	Iteration 107Q: 3 clusters Score -537798.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -537807.937500 Penalty: 2508.930420
	Iteration 108Q: 3 clusters Score -537807.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -537818.187500 Penalty: 2508.930420
	Iteration 109Q: 3 clusters Score -537818.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -537829.750000 Penalty: 2508.930420
	Iteration 110Q: 3 clusters Score -537829.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -537835.875000 Penalty: 2508.930420
	Iteration 111Q: 3 clusters Score -537835.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -537844.375000 Penalty: 2508.930420
	Iteration 112Q: 3 clusters Score -537844.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -537850.687500 Penalty: 2508.930420
	Iteration 113Q: 3 clusters Score -537850.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -537852.250000 Penalty: 2508.930420
	Iteration 114Q: 3 clusters Score -537852.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -537853.437500 Penalty: 2508.930420
	Iteration 115Q: 3 clusters Score -537853.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -537855.437500 Penalty: 2508.930420
	Iteration 116Q: 3 clusters Score -537855.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -537856.125000 Penalty: 2508.930420
	Iteration 117Q: 3 clusters Score -537856.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -537857.687500 Penalty: 2508.930420
	Iteration 118Q: 3 clusters Score -537857.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -537858.062500 Penalty: 2508.930420
	Iteration 119Q: 3 clusters Score -537858.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -537857.812500 Penalty: 2508.930420
	Iteration 120F: 3 clusters Score -537857.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Entering Unmasked Estep 
Score: -609923.312500 Penalty: 1269.778931
	Iteration 0F: 2 clusters Score -609923.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -606194.500000 Penalty: 2539.557861
	Iteration 0F: 3 clusters Score -606194.5 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -607281.312500 Penalty: 2539.557861
	Iteration 1F: 3 clusters Score -607281.3 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -607491.187500 Penalty: 2539.557861
	Iteration 2F: 3 clusters Score -607491.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -607625.687500 Penalty: 2539.557861
	Iteration 3Q: 3 clusters Score -607625.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -607719.437500 Penalty: 2539.557861
	Iteration 4Q: 3 clusters Score -607719.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -607806.437500 Penalty: 2539.557861
	Iteration 5Q: 3 clusters Score -607806.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -607890.875000 Penalty: 2539.557861
	Iteration 6Q: 3 clusters Score -607890.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -607989.937500 Penalty: 2539.557861
	Iteration 7Q: 3 clusters Score -607989.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -608104.125000 Penalty: 2539.557861
	Iteration 8Q: 3 clusters Score -608104.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -608217.500000 Penalty: 2539.557861
	Iteration 9Q: 3 clusters Score -608217.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -608313.875000 Penalty: 2539.557861
	Iteration 10Q: 3 clusters Score -608313.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -608396.187500 Penalty: 2539.557861
	Iteration 11Q: 3 clusters Score -608396.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -608474.750000 Penalty: 2539.557861
	Iteration 12Q: 3 clusters Score -608474.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -608545.562500 Penalty: 2539.557861
	Iteration 13Q: 3 clusters Score -608545.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -608615.375000 Penalty: 2539.557861
	Iteration 14Q: 3 clusters Score -608615.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -608689.437500 Penalty: 2539.557861
	Iteration 15Q: 3 clusters Score -608689.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -608768.062500 Penalty: 2539.557861
	Iteration 16Q: 3 clusters Score -608768.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -608833.125000 Penalty: 2539.557861
	Iteration 17Q: 3 clusters Score -608833.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -608887.312500 Penalty: 2539.557861
	Iteration 18Q: 3 clusters Score -608887.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -608934.312500 Penalty: 2539.557861
	Iteration 19Q: 3 clusters Score -608934.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -608980.625000 Penalty: 2539.557861
	Iteration 20F: 3 clusters Score -608980.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -609019.125000 Penalty: 2539.557861
	Iteration 21Q: 3 clusters Score -609019.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -609050.125000 Penalty: 2539.557861
	Iteration 22Q: 3 clusters Score -609050.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -609083.812500 Penalty: 2539.557861
	Iteration 23Q: 3 clusters Score -609083.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -609115.625000 Penalty: 2539.557861
	Iteration 24Q: 3 clusters Score -609115.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -609146.875000 Penalty: 2539.557861
	Iteration 25Q: 3 clusters Score -609146.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -609173.687500 Penalty: 2539.557861
	Iteration 26Q: 3 clusters Score -609173.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -609193.875000 Penalty: 2539.557861
	Iteration 27Q: 3 clusters Score -609193.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -609218.187500 Penalty: 2539.557861
	Iteration 28Q: 3 clusters Score -609218.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -609254.187500 Penalty: 2539.557861
	Iteration 29Q: 3 clusters Score -609254.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -609281.687500 Penalty: 2539.557861
	Iteration 30Q: 3 clusters Score -609281.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -609296.250000 Penalty: 2539.557861
	Iteration 31Q: 3 clusters Score -609296.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -609305.062500 Penalty: 2539.557861
	Iteration 32Q: 3 clusters Score -609305.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -609312.437500 Penalty: 2539.557861
	Iteration 33Q: 3 clusters Score -609312.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -609322.312500 Penalty: 2539.557861
	Iteration 34Q: 3 clusters Score -609322.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -609334.812500 Penalty: 2539.557861
	Iteration 35Q: 3 clusters Score -609334.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -609347.562500 Penalty: 2539.557861
	Iteration 36Q: 3 clusters Score -609347.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -609353.125000 Penalty: 2539.557861
	Iteration 37Q: 3 clusters Score -609353.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -609356.250000 Penalty: 2539.557861
	Iteration 38Q: 3 clusters Score -609356.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -609359.125000 Penalty: 2539.557861
	Iteration 39Q: 3 clusters Score -609359.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -609361.437500 Penalty: 2539.557861
	Iteration 40F: 3 clusters Score -609361.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -609362.500000 Penalty: 2539.557861
	Iteration 41Q: 3 clusters Score -609362.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -609364.687500 Penalty: 2539.557861
	Iteration 42Q: 3 clusters Score -609364.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -609367.750000 Penalty: 2539.557861
	Iteration 43Q: 3 clusters Score -609367.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -609370.125000 Penalty: 2539.557861
	Iteration 44Q: 3 clusters Score -609370.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -609372.312500 Penalty: 2539.557861
	Iteration 45Q: 3 clusters Score -609372.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -609373.937500 Penalty: 2539.557861
	Iteration 46Q: 3 clusters Score -609373.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -609374.125000 Penalty: 2539.557861
	Iteration 47Q: 3 clusters Score -609374.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -609374.812500 Penalty: 2539.557861
	Iteration 48Q: 3 clusters Score -609374.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -609374.812500 Penalty: 2539.557861
	Iteration 49F: 3 clusters Score -609374.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 549 members 
Mstep: Class 3 contains 5386 members 
Mstep: Class 4 contains 2955 members 
Mstep: Class 5 contains 65036 members 
Mstep: Class 6 contains 65302 members 
Mstep: Class 7 contains 29848 members 
Mstep: Class 8 contains 11556 members 
Mstep: Class 9 contains 86251 members 
Mstep: Class 10 contains 11189 members 
Mstep: Class 11 contains 4150 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 6512 members 
Mstep: Class 14 contains 9841 members 
Mstep: Class 15 contains 667 members 
Mstep: Class 16 contains 54712 members 
Mstep: Class 17 contains 26700 members 
Mstep: Class 18 contains 45596 members 
Mstep: Class 19 contains 34589 members 
Mstep: Class 20 contains 1660 members 
Mstep: Class 21 contains 90552 members 
Mstep: Class 22 contains 5982 members 
Mstep: Class 23 contains 431 members 
Mstep: Class 24 contains 5773 members 
Mstep: Class 25 contains 4585 members 
Mstep: Class 26 contains 5082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80938360.000000 Penalty: 65850.492188
Iteration 79Q: 34 clusters Score -8.093836e+07 nChanged 7380
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 552 members 
Mstep: Class 3 contains 5794 members 
Mstep: Class 4 contains 3013 members 
Mstep: Class 5 contains 64290 members 
Mstep: Class 6 contains 65431 members 
Mstep: Class 7 contains 30089 members 
Mstep: Class 8 contains 11759 members 
Mstep: Class 9 contains 86805 members 
Mstep: Class 10 contains 10733 members 
Mstep: Class 11 contains 4171 members 
Mstep: Class 12 contains 126 members 
Mstep: Class 13 contains 6709 members 
Mstep: Class 14 contains 9844 members 
Mstep: Class 15 contains 667 members 
Mstep: Class 16 contains 54831 members 
Mstep: Class 17 contains 26977 members 
Mstep: Class 18 contains 45538 members 
Mstep: Class 19 contains 34666 members 
Mstep: Class 20 contains 1692 members 
Mstep: Class 21 contains 90832 members 
Mstep: Class 22 contains 6379 members 
Mstep: Class 23 contains 431 members 
Mstep: Class 24 contains 5758 members 
Mstep: Class 25 contains 4687 members 
Mstep: Class 26 contains 5133 members 
Mstep: Class 27 contains 978 members 
Mstep: Class 28 contains 39993 members 
Mstep: Class 29 contains 4103 members 
Mstep: Class 30 contains 21623 members 
Mstep: Class 31 contains 402 members 
Mstep: Class 32 contains 852 members 
Mstep: Class 33 contains 17304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80941280.000000 Penalty: 65850.492188
Iteration 80F: 34 clusters Score -8.094128e+07 nChanged 6136
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 551 members 
Mstep: Class 3 contains 6023 members 
Mstep: Class 4 contains 3003 members 
Mstep: Class 5 contains 63597 members 
Mstep: Class 6 contains 65207 members 
Mstep: Class 7 contains 29877 members 
Mstep: Class 8 contains 11685 members 
Mstep: Class 9 contains 87118 members 
Mstep: Class 10 contains 10437 members 
Mstep: Class 11 contains 4163 members 
Mstep: Class 12 contains 126 members 
Mstep: Class 13 contains 6831 members 
Mstep: Class 14 contains 9875 members 
Mstep: Class 15 contains 665 members 
Mstep: Class 16 contains 54717 members 
Mstep: Class 17 contains 26776 members 
Mstep: Class 18 contains 45234 members 
Mstep: Class 19 contains 34540 members 
Mstep: Class 20 contains 1691 members 
Mstep: Class 21 contains 90704 members 
Mstep: Class 22 contains 6640 members 
Mstep: Class 23 contains 431 members 
Mstep: Class 24 contains 5749 members 
Mstep: Class 25 contains 4674 members 
Mstep: Class 26 contains 5087 members 
Mstep: Class 27 contains 978 members 
Mstep: Class 28 contains 40091 members 
Mstep: Class 29 contains 4385 members 
Mstep: Class 30 contains 21908 members 
Mstep: Class 31 contains 416 members 
Mstep: Class 32 contains 1058 members 
Mstep: Class 33 contains 17922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80942528.000000 Penalty: 65850.492188
Iteration 81Q: 34 clusters Score -8.094253e+07 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 551 members 
Mstep: Class 3 contains 6203 members 
Mstep: Class 4 contains 2998 members 
Mstep: Class 5 contains 62987 members 
Mstep: Class 6 contains 65085 members 
Mstep: Class 7 contains 29780 members 
Mstep: Class 8 contains 11653 members 
Mstep: Class 9 contains 87481 members 
Mstep: Class 10 contains 10197 members 
Mstep: Class 11 contains 4157 members 
Mstep: Class 12 contains 127 members 
Mstep: Class 13 contains 6915 members 
Mstep: Class 14 contains 9854 members 
Mstep: Class 15 contains 661 members 
Mstep: Class 16 contains 54674 members 
Mstep: Class 17 contains 26761 members 
Mstep: Class 18 contains 44991 members 
Mstep: Class 19 contains 34431 members 
Mstep: Class 20 contains 1706 members 
Mstep: Class 21 contains 90592 members 
Mstep: Class 22 contains 6868 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5752 members 
Mstep: Class 25 contains 4667 members 
Mstep: Class 26 contains 5060 members 
Mstep: Class 27 contains 978 members 
Mstep: Class 28 contains 40093 members 
Mstep: Class 29 contains 4529 members 
Mstep: Class 30 contains 22048 members 
Mstep: Class 31 contains 420 members 
Mstep: Class 32 contains 1159 members 
Mstep: Class 33 contains 18337 members 
Entering Unmasked Estep 
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Iteration 82Q: 34 clusters Score -8.094336e+07 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 551 members 
Mstep: Class 3 contains 6317 members 
Mstep: Class 4 contains 2994 members 
Mstep: Class 5 contains 62461 members 
Mstep: Class 6 contains 64968 members 
Mstep: Class 7 contains 29747 members 
Mstep: Class 8 contains 11662 members 
Mstep: Class 9 contains 87745 members 
Mstep: Class 10 contains 10035 members 
Mstep: Class 11 contains 4155 members 
Mstep: Class 12 contains 127 members 
Mstep: Class 13 contains 6958 members 
Mstep: Class 14 contains 9839 members 
Mstep: Class 15 contains 660 members 
Mstep: Class 16 contains 54661 members 
Mstep: Class 17 contains 26759 members 
Mstep: Class 18 contains 44793 members 
Mstep: Class 19 contains 34336 members 
Mstep: Class 20 contains 1713 members 
Mstep: Class 21 contains 90535 members 
Mstep: Class 22 contains 7106 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5754 members 
Mstep: Class 25 contains 4647 members 
Mstep: Class 26 contains 5049 members 
Mstep: Class 27 contains 978 members 
Mstep: Class 28 contains 40082 members 
Mstep: Class 29 contains 4619 members 
Mstep: Class 30 contains 22114 members 
Mstep: Class 31 contains 421 members 
Mstep: Class 32 contains 1242 members 
Mstep: Class 33 contains 18674 members 
Entering Unmasked Estep 
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Iteration 83Q: 34 clusters Score -8.094381e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 551 members 
Mstep: Class 3 contains 6400 members 
Mstep: Class 4 contains 2979 members 
Mstep: Class 5 contains 61992 members 
Mstep: Class 6 contains 64858 members 
Mstep: Class 7 contains 29726 members 
Mstep: Class 8 contains 11669 members 
Mstep: Class 9 contains 87957 members 
Mstep: Class 10 contains 9915 members 
Mstep: Class 11 contains 4148 members 
Mstep: Class 12 contains 127 members 
Mstep: Class 13 contains 6993 members 
Mstep: Class 14 contains 9835 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 54648 members 
Mstep: Class 17 contains 26816 members 
Mstep: Class 18 contains 44599 members 
Mstep: Class 19 contains 34258 members 
Mstep: Class 20 contains 1717 members 
Mstep: Class 21 contains 90518 members 
Mstep: Class 22 contains 7317 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5752 members 
Mstep: Class 25 contains 4644 members 
Mstep: Class 26 contains 5055 members 
Mstep: Class 27 contains 978 members 
Mstep: Class 28 contains 40062 members 
Mstep: Class 29 contains 4692 members 
Mstep: Class 30 contains 22144 members 
Mstep: Class 31 contains 422 members 
Mstep: Class 32 contains 1320 members 
Mstep: Class 33 contains 18930 members 
Entering Unmasked Estep 
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Iteration 84Q: 34 clusters Score -8.094398e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 551 members 
Mstep: Class 3 contains 6475 members 
Mstep: Class 4 contains 2972 members 
Mstep: Class 5 contains 61571 members 
Mstep: Class 6 contains 64763 members 
Mstep: Class 7 contains 29718 members 
Mstep: Class 8 contains 11694 members 
Mstep: Class 9 contains 88143 members 
Mstep: Class 10 contains 9803 members 
Mstep: Class 11 contains 4138 members 
Mstep: Class 12 contains 127 members 
Mstep: Class 13 contains 7014 members 
Mstep: Class 14 contains 9848 members 
Mstep: Class 15 contains 657 members 
Mstep: Class 16 contains 54632 members 
Mstep: Class 17 contains 26853 members 
Mstep: Class 18 contains 44430 members 
Mstep: Class 19 contains 34180 members 
Mstep: Class 20 contains 1720 members 
Mstep: Class 21 contains 90519 members 
Mstep: Class 22 contains 7528 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5751 members 
Mstep: Class 25 contains 4655 members 
Mstep: Class 26 contains 5052 members 
Mstep: Class 27 contains 978 members 
Mstep: Class 28 contains 40046 members 
Mstep: Class 29 contains 4766 members 
Mstep: Class 30 contains 22155 members 
Mstep: Class 31 contains 424 members 
Mstep: Class 32 contains 1391 members 
Mstep: Class 33 contains 19112 members 
Entering Unmasked Estep 
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Iteration 85Q: 34 clusters Score -8.09439e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 551 members 
Mstep: Class 3 contains 6526 members 
Mstep: Class 4 contains 2973 members 
Mstep: Class 5 contains 61194 members 
Mstep: Class 6 contains 64664 members 
Mstep: Class 7 contains 29703 members 
Mstep: Class 8 contains 11697 members 
Mstep: Class 9 contains 88293 members 
Mstep: Class 10 contains 9715 members 
Mstep: Class 11 contains 4130 members 
Mstep: Class 12 contains 127 members 
Mstep: Class 13 contains 7030 members 
Mstep: Class 14 contains 9858 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 54627 members 
Mstep: Class 17 contains 26926 members 
Mstep: Class 18 contains 44295 members 
Mstep: Class 19 contains 34104 members 
Mstep: Class 20 contains 1719 members 
Mstep: Class 21 contains 90505 members 
Mstep: Class 22 contains 7707 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5752 members 
Mstep: Class 25 contains 4682 members 
Mstep: Class 26 contains 5062 members 
Mstep: Class 27 contains 978 members 
Mstep: Class 28 contains 40037 members 
Mstep: Class 29 contains 4821 members 
Mstep: Class 30 contains 22163 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 1455 members 
Mstep: Class 33 contains 19277 members 
Entering Unmasked Estep 
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Iteration 86Q: 34 clusters Score -8.094385e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 551 members 
Mstep: Class 3 contains 6565 members 
Mstep: Class 4 contains 2970 members 
Mstep: Class 5 contains 60857 members 
Mstep: Class 6 contains 64562 members 
Mstep: Class 7 contains 29703 members 
Mstep: Class 8 contains 11701 members 
Mstep: Class 9 contains 88431 members 
Mstep: Class 10 contains 9637 members 
Mstep: Class 11 contains 4132 members 
Mstep: Class 12 contains 127 members 
Mstep: Class 13 contains 7039 members 
Mstep: Class 14 contains 9864 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 54629 members 
Mstep: Class 17 contains 26997 members 
Mstep: Class 18 contains 44175 members 
Mstep: Class 19 contains 34034 members 
Mstep: Class 20 contains 1717 members 
Mstep: Class 21 contains 90497 members 
Mstep: Class 22 contains 7870 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5755 members 
Mstep: Class 25 contains 4702 members 
Mstep: Class 26 contains 5069 members 
Mstep: Class 27 contains 978 members 
Mstep: Class 28 contains 40029 members 
Mstep: Class 29 contains 4859 members 
Mstep: Class 30 contains 22175 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 1518 members 
Mstep: Class 33 contains 19414 members 
Entering Unmasked Estep 
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Iteration 87Q: 34 clusters Score -8.094409e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 551 members 
Mstep: Class 3 contains 6585 members 
Mstep: Class 4 contains 2958 members 
Mstep: Class 5 contains 60582 members 
Mstep: Class 6 contains 64468 members 
Mstep: Class 7 contains 29697 members 
Mstep: Class 8 contains 11704 members 
Mstep: Class 9 contains 88530 members 
Mstep: Class 10 contains 9598 members 
Mstep: Class 11 contains 4122 members 
Mstep: Class 12 contains 127 members 
Mstep: Class 13 contains 7050 members 
Mstep: Class 14 contains 9885 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 54639 members 
Mstep: Class 17 contains 27054 members 
Mstep: Class 18 contains 44043 members 
Mstep: Class 19 contains 33971 members 
Mstep: Class 20 contains 1710 members 
Mstep: Class 21 contains 90472 members 
Mstep: Class 22 contains 8011 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5755 members 
Mstep: Class 25 contains 4709 members 
Mstep: Class 26 contains 5088 members 
Mstep: Class 27 contains 978 members 
Mstep: Class 28 contains 40016 members 
Mstep: Class 29 contains 4901 members 
Mstep: Class 30 contains 22182 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 1590 members 
Mstep: Class 33 contains 19560 members 
Entering Unmasked Estep 
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Iteration 88Q: 34 clusters Score -8.094428e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 551 members 
Mstep: Class 3 contains 6595 members 
Mstep: Class 4 contains 2957 members 
Mstep: Class 5 contains 60329 members 
Mstep: Class 6 contains 64380 members 
Mstep: Class 7 contains 29685 members 
Mstep: Class 8 contains 11708 members 
Mstep: Class 9 contains 88584 members 
Mstep: Class 10 contains 9558 members 
Mstep: Class 11 contains 4099 members 
Mstep: Class 12 contains 127 members 
Mstep: Class 13 contains 7064 members 
Mstep: Class 14 contains 9902 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 54637 members 
Mstep: Class 17 contains 27121 members 
Mstep: Class 18 contains 43916 members 
Mstep: Class 19 contains 33923 members 
Mstep: Class 20 contains 1707 members 
Mstep: Class 21 contains 90500 members 
Mstep: Class 22 contains 8163 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5758 members 
Mstep: Class 25 contains 4728 members 
Mstep: Class 26 contains 5104 members 
Mstep: Class 27 contains 978 members 
Mstep: Class 28 contains 39996 members 
Mstep: Class 29 contains 4936 members 
Mstep: Class 30 contains 22188 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 1656 members 
Mstep: Class 33 contains 19678 members 
Entering Unmasked Estep 
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Iteration 89Q: 34 clusters Score -8.094455e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 551 members 
Mstep: Class 3 contains 6600 members 
Mstep: Class 4 contains 2952 members 
Mstep: Class 5 contains 60117 members 
Mstep: Class 6 contains 64284 members 
Mstep: Class 7 contains 29669 members 
Mstep: Class 8 contains 11696 members 
Mstep: Class 9 contains 88635 members 
Mstep: Class 10 contains 9541 members 
Mstep: Class 11 contains 4074 members 
Mstep: Class 12 contains 127 members 
Mstep: Class 13 contains 7071 members 
Mstep: Class 14 contains 9907 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 54630 members 
Mstep: Class 17 contains 27191 members 
Mstep: Class 18 contains 43809 members 
Mstep: Class 19 contains 33868 members 
Mstep: Class 20 contains 1703 members 
Mstep: Class 21 contains 90512 members 
Mstep: Class 22 contains 8323 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5755 members 
Mstep: Class 25 contains 4758 members 
Mstep: Class 26 contains 5117 members 
Mstep: Class 27 contains 978 members 
Mstep: Class 28 contains 39994 members 
Mstep: Class 29 contains 4955 members 
Mstep: Class 30 contains 22195 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 1732 members 
Mstep: Class 33 contains 19774 members 
Entering Unmasked Estep 
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Iteration 90Q: 34 clusters Score -8.094462e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 551 members 
Mstep: Class 3 contains 6605 members 
Mstep: Class 4 contains 2944 members 
Mstep: Class 5 contains 59948 members 
Mstep: Class 6 contains 64201 members 
Mstep: Class 7 contains 29640 members 
Mstep: Class 8 contains 11693 members 
Mstep: Class 9 contains 88656 members 
Mstep: Class 10 contains 9520 members 
Mstep: Class 11 contains 4057 members 
Mstep: Class 12 contains 127 members 
Mstep: Class 13 contains 7075 members 
Mstep: Class 14 contains 9912 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 54624 members 
Mstep: Class 17 contains 27276 members 
Mstep: Class 18 contains 43699 members 
Mstep: Class 19 contains 33831 members 
Mstep: Class 20 contains 1700 members 
Mstep: Class 21 contains 90506 members 
Mstep: Class 22 contains 8466 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5756 members 
Mstep: Class 25 contains 4777 members 
Mstep: Class 26 contains 5127 members 
Mstep: Class 27 contains 978 members 
Mstep: Class 28 contains 39984 members 
Mstep: Class 29 contains 4969 members 
Mstep: Class 30 contains 22200 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 1808 members 
Mstep: Class 33 contains 19872 members 
Entering Unmasked Estep 
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Iteration 91Q: 34 clusters Score -8.094478e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 551 members 
Mstep: Class 3 contains 6614 members 
Mstep: Class 4 contains 2933 members 
Mstep: Class 5 contains 59750 members 
Mstep: Class 6 contains 64117 members 
Mstep: Class 7 contains 29606 members 
Mstep: Class 8 contains 11702 members 
Mstep: Class 9 contains 88685 members 
Mstep: Class 10 contains 9507 members 
Mstep: Class 11 contains 4044 members 
Mstep: Class 12 contains 127 members 
Mstep: Class 13 contains 7080 members 
Mstep: Class 14 contains 9905 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 54629 members 
Mstep: Class 17 contains 27312 members 
Mstep: Class 18 contains 43611 members 
Mstep: Class 19 contains 33801 members 
Mstep: Class 20 contains 1700 members 
Mstep: Class 21 contains 90531 members 
Mstep: Class 22 contains 8608 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5758 members 
Mstep: Class 25 contains 4792 members 
Mstep: Class 26 contains 5146 members 
Mstep: Class 27 contains 978 members 
Mstep: Class 28 contains 39978 members 
Mstep: Class 29 contains 4977 members 
Mstep: Class 30 contains 22202 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 1895 members 
Mstep: Class 33 contains 19961 members 
Entering Unmasked Estep 
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Iteration 92Q: 34 clusters Score -8.094483e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 551 members 
Mstep: Class 3 contains 6622 members 
Mstep: Class 4 contains 2934 members 
Mstep: Class 5 contains 59611 members 
Mstep: Class 6 contains 64050 members 
Mstep: Class 7 contains 29587 members 
Mstep: Class 8 contains 11694 members 
Mstep: Class 9 contains 88673 members 
Mstep: Class 10 contains 9489 members 
Mstep: Class 11 contains 4029 members 
Mstep: Class 12 contains 127 members 
Mstep: Class 13 contains 7084 members 
Mstep: Class 14 contains 9901 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 54639 members 
Mstep: Class 17 contains 27355 members 
Mstep: Class 18 contains 43527 members 
Mstep: Class 19 contains 33755 members 
Mstep: Class 20 contains 1693 members 
Mstep: Class 21 contains 90554 members 
Mstep: Class 22 contains 8726 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5759 members 
Mstep: Class 25 contains 4806 members 
Mstep: Class 26 contains 5165 members 
Mstep: Class 27 contains 978 members 
Mstep: Class 28 contains 39965 members 
Mstep: Class 29 contains 4994 members 
Mstep: Class 30 contains 22204 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 1972 members 
Mstep: Class 33 contains 20049 members 
Entering Unmasked Estep 
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Iteration 93Q: 34 clusters Score -8.094495e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 551 members 
Mstep: Class 3 contains 6630 members 
Mstep: Class 4 contains 2926 members 
Mstep: Class 5 contains 59499 members 
Mstep: Class 6 contains 63967 members 
Mstep: Class 7 contains 29561 members 
Mstep: Class 8 contains 11695 members 
Mstep: Class 9 contains 88647 members 
Mstep: Class 10 contains 9477 members 
Mstep: Class 11 contains 4029 members 
Mstep: Class 12 contains 127 members 
Mstep: Class 13 contains 7087 members 
Mstep: Class 14 contains 9891 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 54637 members 
Mstep: Class 17 contains 27428 members 
Mstep: Class 18 contains 43449 members 
Mstep: Class 19 contains 33715 members 
Mstep: Class 20 contains 1686 members 
Mstep: Class 21 contains 90569 members 
Mstep: Class 22 contains 8870 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5758 members 
Mstep: Class 25 contains 4821 members 
Mstep: Class 26 contains 5171 members 
Mstep: Class 27 contains 978 members 
Mstep: Class 28 contains 39949 members 
Mstep: Class 29 contains 5005 members 
Mstep: Class 30 contains 22203 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 2044 members 
Mstep: Class 33 contains 20120 members 
Entering Unmasked Estep 
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Iteration 94Q: 34 clusters Score -8.094518e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 551 members 
Mstep: Class 3 contains 6636 members 
Mstep: Class 4 contains 2918 members 
Mstep: Class 5 contains 59382 members 
Mstep: Class 6 contains 63901 members 
Mstep: Class 7 contains 29538 members 
Mstep: Class 8 contains 11706 members 
Mstep: Class 9 contains 88613 members 
Mstep: Class 10 contains 9467 members 
Mstep: Class 11 contains 4020 members 
Mstep: Class 12 contains 127 members 
Mstep: Class 13 contains 7089 members 
Mstep: Class 14 contains 9890 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 54638 members 
Mstep: Class 17 contains 27476 members 
Mstep: Class 18 contains 43361 members 
Mstep: Class 19 contains 33684 members 
Mstep: Class 20 contains 1686 members 
Mstep: Class 21 contains 90593 members 
Mstep: Class 22 contains 8997 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5757 members 
Mstep: Class 25 contains 4828 members 
Mstep: Class 26 contains 5181 members 
Mstep: Class 27 contains 978 members 
Mstep: Class 28 contains 39935 members 
Mstep: Class 29 contains 5012 members 
Mstep: Class 30 contains 22206 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 2103 members 
Mstep: Class 33 contains 20215 members 
Entering Unmasked Estep 
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Iteration 95Q: 34 clusters Score -8.094523e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 551 members 
Mstep: Class 3 contains 6640 members 
Mstep: Class 4 contains 2908 members 
Mstep: Class 5 contains 59283 members 
Mstep: Class 6 contains 63842 members 
Mstep: Class 7 contains 29523 members 
Mstep: Class 8 contains 11715 members 
Mstep: Class 9 contains 88608 members 
Mstep: Class 10 contains 9462 members 
Mstep: Class 11 contains 4021 members 
Mstep: Class 12 contains 127 members 
Mstep: Class 13 contains 7090 members 
Mstep: Class 14 contains 9886 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 54641 members 
Mstep: Class 17 contains 27529 members 
Mstep: Class 18 contains 43281 members 
Mstep: Class 19 contains 33647 members 
Mstep: Class 20 contains 1684 members 
Mstep: Class 21 contains 90586 members 
Mstep: Class 22 contains 9108 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5755 members 
Mstep: Class 25 contains 4849 members 
Mstep: Class 26 contains 5202 members 
Mstep: Class 27 contains 978 members 
Mstep: Class 28 contains 39923 members 
Mstep: Class 29 contains 5016 members 
Mstep: Class 30 contains 22208 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 2147 members 
Mstep: Class 33 contains 20277 members 
Entering Unmasked Estep 
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Iteration 96Q: 34 clusters Score -8.094528e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 551 members 
Mstep: Class 3 contains 6644 members 
Mstep: Class 4 contains 2894 members 
Mstep: Class 5 contains 59178 members 
Mstep: Class 6 contains 63779 members 
Mstep: Class 7 contains 29509 members 
Mstep: Class 8 contains 11721 members 
Mstep: Class 9 contains 88607 members 
Mstep: Class 10 contains 9457 members 
Mstep: Class 11 contains 4020 members 
Mstep: Class 12 contains 127 members 
Mstep: Class 13 contains 7091 members 
Mstep: Class 14 contains 9886 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 54645 members 
Mstep: Class 17 contains 27577 members 
Mstep: Class 18 contains 43201 members 
Mstep: Class 19 contains 33608 members 
Mstep: Class 20 contains 1680 members 
Mstep: Class 21 contains 90605 members 
Mstep: Class 22 contains 9206 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5755 members 
Mstep: Class 25 contains 4873 members 
Mstep: Class 26 contains 5223 members 
Mstep: Class 27 contains 978 members 
Mstep: Class 28 contains 39923 members 
Mstep: Class 29 contains 5020 members 
Mstep: Class 30 contains 22208 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 2174 members 
Mstep: Class 33 contains 20346 members 
Entering Unmasked Estep 
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Iteration 97Q: 34 clusters Score -8.094524e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 551 members 
Mstep: Class 3 contains 6646 members 
Mstep: Class 4 contains 2885 members 
Mstep: Class 5 contains 59087 members 
Mstep: Class 6 contains 63709 members 
Mstep: Class 7 contains 29495 members 
Mstep: Class 8 contains 11721 members 
Mstep: Class 9 contains 88586 members 
Mstep: Class 10 contains 9453 members 
Mstep: Class 11 contains 4018 members 
Mstep: Class 12 contains 127 members 
Mstep: Class 13 contains 7093 members 
Mstep: Class 14 contains 9888 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 54650 members 
Mstep: Class 17 contains 27613 members 
Mstep: Class 18 contains 43131 members 
Mstep: Class 19 contains 33583 members 
Mstep: Class 20 contains 1675 members 
Mstep: Class 21 contains 90620 members 
Mstep: Class 22 contains 9293 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5756 members 
Mstep: Class 25 contains 4907 members 
Mstep: Class 26 contains 5250 members 
Mstep: Class 27 contains 978 members 
Mstep: Class 28 contains 39924 members 
Mstep: Class 29 contains 5028 members 
Mstep: Class 30 contains 22211 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 2202 members 
Mstep: Class 33 contains 20408 members 
Entering Unmasked Estep 
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Iteration 98Q: 34 clusters Score -8.094543e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 551 members 
Mstep: Class 3 contains 6647 members 
Mstep: Class 4 contains 2876 members 
Mstep: Class 5 contains 59010 members 
Mstep: Class 6 contains 63649 members 
Mstep: Class 7 contains 29487 members 
Mstep: Class 8 contains 11715 members 
Mstep: Class 9 contains 88574 members 
Mstep: Class 10 contains 9448 members 
Mstep: Class 11 contains 4022 members 
Mstep: Class 12 contains 127 members 
Mstep: Class 13 contains 7096 members 
Mstep: Class 14 contains 9895 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 54650 members 
Mstep: Class 17 contains 27629 members 
Mstep: Class 18 contains 43074 members 
Mstep: Class 19 contains 33556 members 
Mstep: Class 20 contains 1672 members 
Mstep: Class 21 contains 90634 members 
Mstep: Class 22 contains 9370 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5757 members 
Mstep: Class 25 contains 4933 members 
Mstep: Class 26 contains 5273 members 
Mstep: Class 27 contains 978 members 
Mstep: Class 28 contains 39918 members 
Mstep: Class 29 contains 5029 members 
Mstep: Class 30 contains 22212 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 2230 members 
Mstep: Class 33 contains 20479 members 
Entering Unmasked Estep 
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Iteration 99Q: 34 clusters Score -8.094534e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 551 members 
Mstep: Class 3 contains 6646 members 
Mstep: Class 4 contains 2869 members 
Mstep: Class 5 contains 58956 members 
Mstep: Class 6 contains 63614 members 
Mstep: Class 7 contains 29462 members 
Mstep: Class 8 contains 11710 members 
Mstep: Class 9 contains 88561 members 
Mstep: Class 10 contains 9446 members 
Mstep: Class 11 contains 4028 members 
Mstep: Class 12 contains 127 members 
Mstep: Class 13 contains 7099 members 
Mstep: Class 14 contains 9895 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 54662 members 
Mstep: Class 17 contains 27643 members 
Mstep: Class 18 contains 43018 members 
Mstep: Class 19 contains 33539 members 
Mstep: Class 20 contains 1662 members 
Mstep: Class 21 contains 90635 members 
Mstep: Class 22 contains 9436 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5757 members 
Mstep: Class 25 contains 4957 members 
Mstep: Class 26 contains 5300 members 
Mstep: Class 27 contains 978 members 
Mstep: Class 28 contains 39920 members 
Mstep: Class 29 contains 5031 members 
Mstep: Class 30 contains 22211 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 2254 members 
Mstep: Class 33 contains 20522 members 
Entering Unmasked Estep 
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Iteration 100F: 34 clusters Score -8.094547e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 551 members 
Mstep: Class 3 contains 6648 members 
Mstep: Class 4 contains 2860 members 
Mstep: Class 5 contains 58912 members 
Mstep: Class 6 contains 63571 members 
Mstep: Class 7 contains 29439 members 
Mstep: Class 8 contains 11715 members 
Mstep: Class 9 contains 88555 members 
Mstep: Class 10 contains 9440 members 
Mstep: Class 11 contains 4021 members 
Mstep: Class 12 contains 127 members 
Mstep: Class 13 contains 7101 members 
Mstep: Class 14 contains 9904 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 54675 members 
Mstep: Class 17 contains 27636 members 
Mstep: Class 18 contains 42958 members 
Mstep: Class 19 contains 33518 members 
Mstep: Class 20 contains 1657 members 
Mstep: Class 21 contains 90624 members 
Mstep: Class 22 contains 9505 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5757 members 
Mstep: Class 25 contains 4976 members 
Mstep: Class 26 contains 5322 members 
Mstep: Class 27 contains 978 members 
Mstep: Class 28 contains 39919 members 
Mstep: Class 29 contains 5032 members 
Mstep: Class 30 contains 22212 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 2315 members 
Mstep: Class 33 contains 20562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80945336.000000 Penalty: 65850.492188
Iteration 101Q: 34 clusters Score -8.094534e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 551 members 
Mstep: Class 3 contains 6650 members 
Mstep: Class 4 contains 2856 members 
Mstep: Class 5 contains 58877 members 
Mstep: Class 6 contains 63525 members 
Mstep: Class 7 contains 29408 members 
Mstep: Class 8 contains 11721 members 
Mstep: Class 9 contains 88545 members 
Mstep: Class 10 contains 9436 members 
Mstep: Class 11 contains 4012 members 
Mstep: Class 12 contains 127 members 
Mstep: Class 13 contains 7103 members 
Mstep: Class 14 contains 9910 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 54683 members 
Mstep: Class 17 contains 27633 members 
Mstep: Class 18 contains 42888 members 
Mstep: Class 19 contains 33490 members 
Mstep: Class 20 contains 1658 members 
Mstep: Class 21 contains 90616 members 
Mstep: Class 22 contains 9577 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5760 members 
Mstep: Class 25 contains 4992 members 
Mstep: Class 26 contains 5340 members 
Mstep: Class 27 contains 978 members 
Mstep: Class 28 contains 39923 members 
Mstep: Class 29 contains 5033 members 
Mstep: Class 30 contains 22212 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 2370 members 
Mstep: Class 33 contains 20620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80945448.000000 Penalty: 65850.492188
Iteration 102Q: 34 clusters Score -8.094545e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 551 members 
Mstep: Class 3 contains 6652 members 
Mstep: Class 4 contains 2854 members 
Mstep: Class 5 contains 58831 members 
Mstep: Class 6 contains 63483 members 
Mstep: Class 7 contains 29372 members 
Mstep: Class 8 contains 11730 members 
Mstep: Class 9 contains 88531 members 
Mstep: Class 10 contains 9434 members 
Mstep: Class 11 contains 4005 members 
Mstep: Class 12 contains 127 members 
Mstep: Class 13 contains 7103 members 
Mstep: Class 14 contains 9910 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 54696 members 
Mstep: Class 17 contains 27671 members 
Mstep: Class 18 contains 42819 members 
Mstep: Class 19 contains 33458 members 
Mstep: Class 20 contains 1659 members 
Mstep: Class 21 contains 90616 members 
Mstep: Class 22 contains 9658 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5762 members 
Mstep: Class 25 contains 4999 members 
Mstep: Class 26 contains 5361 members 
Mstep: Class 27 contains 978 members 
Mstep: Class 28 contains 39923 members 
Mstep: Class 29 contains 5033 members 
Mstep: Class 30 contains 22213 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 2409 members 
Mstep: Class 33 contains 20655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80945544.000000 Penalty: 65850.492188
Iteration 103Q: 34 clusters Score -8.094554e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 551 members 
Mstep: Class 3 contains 6654 members 
Mstep: Class 4 contains 2850 members 
Mstep: Class 5 contains 58776 members 
Mstep: Class 6 contains 63453 members 
Mstep: Class 7 contains 29345 members 
Mstep: Class 8 contains 11733 members 
Mstep: Class 9 contains 88534 members 
Mstep: Class 10 contains 9426 members 
Mstep: Class 11 contains 3990 members 
Mstep: Class 12 contains 127 members 
Mstep: Class 13 contains 7106 members 
Mstep: Class 14 contains 9919 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 54700 members 
Mstep: Class 17 contains 27692 members 
Mstep: Class 18 contains 42745 members 
Mstep: Class 19 contains 33423 members 
Mstep: Class 20 contains 1661 members 
Mstep: Class 21 contains 90624 members 
Mstep: Class 22 contains 9718 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5762 members 
Mstep: Class 25 contains 5015 members 
Mstep: Class 26 contains 5381 members 
Mstep: Class 27 contains 978 members 
Mstep: Class 28 contains 39920 members 
Mstep: Class 29 contains 5033 members 
Mstep: Class 30 contains 22213 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 2455 members 
Mstep: Class 33 contains 20707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80945536.000000 Penalty: 65850.492188
Iteration 104Q: 34 clusters Score -8.094554e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 551 members 
Mstep: Class 3 contains 6655 members 
Mstep: Class 4 contains 2850 members 
Mstep: Class 5 contains 58751 members 
Mstep: Class 6 contains 63422 members 
Mstep: Class 7 contains 29324 members 
Mstep: Class 8 contains 11737 members 
Mstep: Class 9 contains 88513 members 
Mstep: Class 10 contains 9416 members 
Mstep: Class 11 contains 3970 members 
Mstep: Class 12 contains 127 members 
Mstep: Class 13 contains 7108 members 
Mstep: Class 14 contains 9925 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 54709 members 
Mstep: Class 17 contains 27723 members 
Mstep: Class 18 contains 42682 members 
Mstep: Class 19 contains 33390 members 
Mstep: Class 20 contains 1662 members 
Mstep: Class 21 contains 90612 members 
Mstep: Class 22 contains 9770 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5758 members 
Mstep: Class 25 contains 5024 members 
Mstep: Class 26 contains 5398 members 
Mstep: Class 27 contains 978 members 
Mstep: Class 28 contains 39919 members 
Mstep: Class 29 contains 5031 members 
Mstep: Class 30 contains 22213 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 2508 members 
Mstep: Class 33 contains 20763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80945616.000000 Penalty: 65850.492188
Iteration 105Q: 34 clusters Score -8.094562e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 551 members 
Mstep: Class 3 contains 6656 members 
Mstep: Class 4 contains 2849 members 
Mstep: Class 5 contains 58732 members 
Mstep: Class 6 contains 63397 members 
Mstep: Class 7 contains 29307 members 
Mstep: Class 8 contains 11740 members 
Mstep: Class 9 contains 88493 members 
Mstep: Class 10 contains 9415 members 
Mstep: Class 11 contains 3960 members 
Mstep: Class 12 contains 127 members 
Mstep: Class 13 contains 7108 members 
Mstep: Class 14 contains 9926 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 54710 members 
Mstep: Class 17 contains 27744 members 
Mstep: Class 18 contains 42646 members 
Mstep: Class 19 contains 33368 members 
Mstep: Class 20 contains 1661 members 
Mstep: Class 21 contains 90595 members 
Mstep: Class 22 contains 9810 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5760 members 
Mstep: Class 25 contains 5036 members 
Mstep: Class 26 contains 5415 members 
Mstep: Class 27 contains 978 members 
Mstep: Class 28 contains 39913 members 
Mstep: Class 29 contains 5032 members 
Mstep: Class 30 contains 22215 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 2546 members 
Mstep: Class 33 contains 20799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80945752.000000 Penalty: 65850.492188
Iteration 106Q: 34 clusters Score -8.094575e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 551 members 
Mstep: Class 3 contains 6659 members 
Mstep: Class 4 contains 2843 members 
Mstep: Class 5 contains 58711 members 
Mstep: Class 6 contains 63368 members 
Mstep: Class 7 contains 29296 members 
Mstep: Class 8 contains 11744 members 
Mstep: Class 9 contains 88471 members 
Mstep: Class 10 contains 9413 members 
Mstep: Class 11 contains 3955 members 
Mstep: Class 12 contains 127 members 
Mstep: Class 13 contains 7109 members 
Mstep: Class 14 contains 9927 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 54704 members 
Mstep: Class 17 contains 27778 members 
Mstep: Class 18 contains 42610 members 
Mstep: Class 19 contains 33345 members 
Mstep: Class 20 contains 1661 members 
Mstep: Class 21 contains 90565 members 
Mstep: Class 22 contains 9848 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5761 members 
Mstep: Class 25 contains 5042 members 
Mstep: Class 26 contains 5429 members 
Mstep: Class 27 contains 978 members 
Mstep: Class 28 contains 39913 members 
Mstep: Class 29 contains 5031 members 
Mstep: Class 30 contains 22216 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 2584 members 
Mstep: Class 33 contains 20848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80945928.000000 Penalty: 65850.492188
Iteration 107Q: 34 clusters Score -8.094593e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 551 members 
Mstep: Class 3 contains 6660 members 
Mstep: Class 4 contains 2843 members 
Mstep: Class 5 contains 58678 members 
Mstep: Class 6 contains 63339 members 
Mstep: Class 7 contains 29291 members 
Mstep: Class 8 contains 11754 members 
Mstep: Class 9 contains 88456 members 
Mstep: Class 10 contains 9408 members 
Mstep: Class 11 contains 3954 members 
Mstep: Class 12 contains 127 members 
Mstep: Class 13 contains 7111 members 
Mstep: Class 14 contains 9924 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 54711 members 
Mstep: Class 17 contains 27810 members 
Mstep: Class 18 contains 42591 members 
Mstep: Class 19 contains 33320 members 
Mstep: Class 20 contains 1662 members 
Mstep: Class 21 contains 90545 members 
Mstep: Class 22 contains 9878 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5761 members 
Mstep: Class 25 contains 5048 members 
Mstep: Class 26 contains 5440 members 
Mstep: Class 27 contains 978 members 
Mstep: Class 28 contains 39909 members 
Mstep: Class 29 contains 5031 members 
Mstep: Class 30 contains 22215 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 2618 members 
Mstep: Class 33 contains 20875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80945872.000000 Penalty: 65850.492188
Iteration 108Q: 34 clusters Score -8.094587e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 551 members 
Mstep: Class 3 contains 6661 members 
Mstep: Class 4 contains 2841 members 
Mstep: Class 5 contains 58651 members 
Mstep: Class 6 contains 63312 members 
Mstep: Class 7 contains 29277 members 
Mstep: Class 8 contains 11766 members 
Mstep: Class 9 contains 88433 members 
Mstep: Class 10 contains 9404 members 
Mstep: Class 11 contains 3951 members 
Mstep: Class 12 contains 127 members 
Mstep: Class 13 contains 7114 members 
Mstep: Class 14 contains 9925 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 54704 members 
Mstep: Class 17 contains 27856 members 
Mstep: Class 18 contains 42564 members 
Mstep: Class 19 contains 33294 members 
Mstep: Class 20 contains 1663 members 
Mstep: Class 21 contains 90527 members 
Mstep: Class 22 contains 9911 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5762 members 
Mstep: Class 25 contains 5059 members 
Mstep: Class 26 contains 5448 members 
Mstep: Class 27 contains 978 members 
Mstep: Class 28 contains 39906 members 
Mstep: Class 29 contains 5033 members 
Mstep: Class 30 contains 22216 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 2653 members 
Mstep: Class 33 contains 20904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80945968.000000 Penalty: 65850.492188
Iteration 109Q: 34 clusters Score -8.094597e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 551 members 
Mstep: Class 3 contains 6661 members 
Mstep: Class 4 contains 2836 members 
Mstep: Class 5 contains 58618 members 
Mstep: Class 6 contains 63294 members 
Mstep: Class 7 contains 29269 members 
Mstep: Class 8 contains 11781 members 
Mstep: Class 9 contains 88425 members 
Mstep: Class 10 contains 9401 members 
Mstep: Class 11 contains 3944 members 
Mstep: Class 12 contains 127 members 
Mstep: Class 13 contains 7117 members 
Mstep: Class 14 contains 9933 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 54703 members 
Mstep: Class 17 contains 27882 members 
Mstep: Class 18 contains 42534 members 
Mstep: Class 19 contains 33260 members 
Mstep: Class 20 contains 1662 members 
Mstep: Class 21 contains 90538 members 
Mstep: Class 22 contains 9930 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5762 members 
Mstep: Class 25 contains 5066 members 
Mstep: Class 26 contains 5455 members 
Mstep: Class 27 contains 978 members 
Mstep: Class 28 contains 39904 members 
Mstep: Class 29 contains 5034 members 
Mstep: Class 30 contains 22216 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 2686 members 
Mstep: Class 33 contains 20927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80945920.000000 Penalty: 65850.492188
Iteration 110Q: 34 clusters Score -8.094592e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 551 members 
Mstep: Class 3 contains 6661 members 
Mstep: Class 4 contains 2836 members 
Mstep: Class 5 contains 58584 members 
Mstep: Class 6 contains 63286 members 
Mstep: Class 7 contains 29260 members 
Mstep: Class 8 contains 11792 members 
Mstep: Class 9 contains 88414 members 
Mstep: Class 10 contains 9399 members 
Mstep: Class 11 contains 3944 members 
Mstep: Class 12 contains 127 members 
Mstep: Class 13 contains 7118 members 
Mstep: Class 14 contains 9939 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 54700 members 
Mstep: Class 17 contains 27916 members 
Mstep: Class 18 contains 42517 members 
Mstep: Class 19 contains 33231 members 
Mstep: Class 20 contains 1662 members 
Mstep: Class 21 contains 90536 members 
Mstep: Class 22 contains 9948 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5762 members 
Mstep: Class 25 contains 5068 members 
Mstep: Class 26 contains 5460 members 
Mstep: Class 27 contains 978 members 
Mstep: Class 28 contains 39902 members 
Mstep: Class 29 contains 5036 members 
Mstep: Class 30 contains 22216 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 2707 members 
Mstep: Class 33 contains 20947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80945816.000000 Penalty: 65850.492188
Iteration 111Q: 34 clusters Score -8.094582e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 551 members 
Mstep: Class 3 contains 6663 members 
Mstep: Class 4 contains 2835 members 
Mstep: Class 5 contains 58555 members 
Mstep: Class 6 contains 63276 members 
Mstep: Class 7 contains 29258 members 
Mstep: Class 8 contains 11793 members 
Mstep: Class 9 contains 88399 members 
Mstep: Class 10 contains 9396 members 
Mstep: Class 11 contains 3947 members 
Mstep: Class 12 contains 127 members 
Mstep: Class 13 contains 7119 members 
Mstep: Class 14 contains 9940 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 54697 members 
Mstep: Class 17 contains 27955 members 
Mstep: Class 18 contains 42506 members 
Mstep: Class 19 contains 33201 members 
Mstep: Class 20 contains 1662 members 
Mstep: Class 21 contains 90529 members 
Mstep: Class 22 contains 9966 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5762 members 
Mstep: Class 25 contains 5071 members 
Mstep: Class 26 contains 5462 members 
Mstep: Class 27 contains 978 members 
Mstep: Class 28 contains 39899 members 
Mstep: Class 29 contains 5043 members 
Mstep: Class 30 contains 22216 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 2722 members 
Mstep: Class 33 contains 20968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80945832.000000 Penalty: 65850.492188
Iteration 112Q: 34 clusters Score -8.094583e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 551 members 
Mstep: Class 3 contains 6663 members 
Mstep: Class 4 contains 2833 members 
Mstep: Class 5 contains 58522 members 
Mstep: Class 6 contains 63259 members 
Mstep: Class 7 contains 29250 members 
Mstep: Class 8 contains 11796 members 
Mstep: Class 9 contains 88390 members 
Mstep: Class 10 contains 9398 members 
Mstep: Class 11 contains 3948 members 
Mstep: Class 12 contains 127 members 
Mstep: Class 13 contains 7119 members 
Mstep: Class 14 contains 9943 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 54693 members 
Mstep: Class 17 contains 27993 members 
Mstep: Class 18 contains 42494 members 
Mstep: Class 19 contains 33171 members 
Mstep: Class 20 contains 1662 members 
Mstep: Class 21 contains 90521 members 
Mstep: Class 22 contains 9987 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5763 members 
Mstep: Class 25 contains 5078 members 
Mstep: Class 26 contains 5467 members 
Mstep: Class 27 contains 978 members 
Mstep: Class 28 contains 39899 members 
Mstep: Class 29 contains 5047 members 
Mstep: Class 30 contains 22215 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 2738 members 
Mstep: Class 33 contains 20991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80945888.000000 Penalty: 65850.492188
Iteration 113Q: 34 clusters Score -8.094589e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 551 members 
Mstep: Class 3 contains 6663 members 
Mstep: Class 4 contains 2832 members 
Mstep: Class 5 contains 58490 members 
Mstep: Class 6 contains 63248 members 
Mstep: Class 7 contains 29247 members 
Mstep: Class 8 contains 11800 members 
Mstep: Class 9 contains 88393 members 
Mstep: Class 10 contains 9395 members 
Mstep: Class 11 contains 3948 members 
Mstep: Class 12 contains 127 members 
Mstep: Class 13 contains 7119 members 
Mstep: Class 14 contains 9947 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 54690 members 
Mstep: Class 17 contains 28010 members 
Mstep: Class 18 contains 42486 members 
Mstep: Class 19 contains 33145 members 
Mstep: Class 20 contains 1662 members 
Mstep: Class 21 contains 90505 members 
Mstep: Class 22 contains 10008 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5761 members 
Mstep: Class 25 contains 5089 members 
Mstep: Class 26 contains 5468 members 
Mstep: Class 27 contains 978 members 
Mstep: Class 28 contains 39896 members 
Mstep: Class 29 contains 5049 members 
Mstep: Class 30 contains 22216 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 2753 members 
Mstep: Class 33 contains 21021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80945976.000000 Penalty: 65850.492188
Iteration 114Q: 34 clusters Score -8.094598e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 551 members 
Mstep: Class 3 contains 6664 members 
Mstep: Class 4 contains 2831 members 
Mstep: Class 5 contains 58450 members 
Mstep: Class 6 contains 63237 members 
Mstep: Class 7 contains 29242 members 
Mstep: Class 8 contains 11807 members 
Mstep: Class 9 contains 88385 members 
Mstep: Class 10 contains 9392 members 
Mstep: Class 11 contains 3949 members 
Mstep: Class 12 contains 127 members 
Mstep: Class 13 contains 7120 members 
Mstep: Class 14 contains 9958 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 54686 members 
Mstep: Class 17 contains 28030 members 
Mstep: Class 18 contains 42484 members 
Mstep: Class 19 contains 33122 members 
Mstep: Class 20 contains 1661 members 
Mstep: Class 21 contains 90503 members 
Mstep: Class 22 contains 10023 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5762 members 
Mstep: Class 25 contains 5096 members 
Mstep: Class 26 contains 5466 members 
Mstep: Class 27 contains 978 members 
Mstep: Class 28 contains 39894 members 
Mstep: Class 29 contains 5052 members 
Mstep: Class 30 contains 22216 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 2763 members 
Mstep: Class 33 contains 21041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80945968.000000 Penalty: 65850.492188
Iteration 115Q: 34 clusters Score -8.094597e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 551 members 
Mstep: Class 3 contains 6666 members 
Mstep: Class 4 contains 2829 members 
Mstep: Class 5 contains 58422 members 
Mstep: Class 6 contains 63227 members 
Mstep: Class 7 contains 29240 members 
Mstep: Class 8 contains 11813 members 
Mstep: Class 9 contains 88365 members 
Mstep: Class 10 contains 9389 members 
Mstep: Class 11 contains 3950 members 
Mstep: Class 12 contains 127 members 
Mstep: Class 13 contains 7120 members 
Mstep: Class 14 contains 9956 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 54682 members 
Mstep: Class 17 contains 28077 members 
Mstep: Class 18 contains 42474 members 
Mstep: Class 19 contains 33096 members 
Mstep: Class 20 contains 1659 members 
Mstep: Class 21 contains 90495 members 
Mstep: Class 22 contains 10042 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5762 members 
Mstep: Class 25 contains 5104 members 
Mstep: Class 26 contains 5465 members 
Mstep: Class 27 contains 978 members 
Mstep: Class 28 contains 39891 members 
Mstep: Class 29 contains 5056 members 
Mstep: Class 30 contains 22216 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 2772 members 
Mstep: Class 33 contains 21066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80946032.000000 Penalty: 65850.492188
Iteration 116Q: 34 clusters Score -8.094603e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 551 members 
Mstep: Class 3 contains 6668 members 
Mstep: Class 4 contains 2829 members 
Mstep: Class 5 contains 58381 members 
Mstep: Class 6 contains 63214 members 
Mstep: Class 7 contains 29238 members 
Mstep: Class 8 contains 11818 members 
Mstep: Class 9 contains 88359 members 
Mstep: Class 10 contains 9387 members 
Mstep: Class 11 contains 3952 members 
Mstep: Class 12 contains 127 members 
Mstep: Class 13 contains 7120 members 
Mstep: Class 14 contains 9958 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 54683 members 
Mstep: Class 17 contains 28102 members 
Mstep: Class 18 contains 42467 members 
Mstep: Class 19 contains 33071 members 
Mstep: Class 20 contains 1658 members 
Mstep: Class 21 contains 90497 members 
Mstep: Class 22 contains 10061 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5762 members 
Mstep: Class 25 contains 5106 members 
Mstep: Class 26 contains 5470 members 
Mstep: Class 27 contains 978 members 
Mstep: Class 28 contains 39890 members 
Mstep: Class 29 contains 5059 members 
Mstep: Class 30 contains 22216 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 2778 members 
Mstep: Class 33 contains 21087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80946048.000000 Penalty: 65850.492188
Iteration 117Q: 34 clusters Score -8.094605e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 551 members 
Mstep: Class 3 contains 6670 members 
Mstep: Class 4 contains 2829 members 
Mstep: Class 5 contains 58346 members 
Mstep: Class 6 contains 63209 members 
Mstep: Class 7 contains 29233 members 
Mstep: Class 8 contains 11822 members 
Mstep: Class 9 contains 88355 members 
Mstep: Class 10 contains 9385 members 
Mstep: Class 11 contains 3953 members 
Mstep: Class 12 contains 127 members 
Mstep: Class 13 contains 7120 members 
Mstep: Class 14 contains 9955 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 54686 members 
Mstep: Class 17 contains 28129 members 
Mstep: Class 18 contains 42464 members 
Mstep: Class 19 contains 33050 members 
Mstep: Class 20 contains 1658 members 
Mstep: Class 21 contains 90489 members 
Mstep: Class 22 contains 10074 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5763 members 
Mstep: Class 25 contains 5113 members 
Mstep: Class 26 contains 5475 members 
Mstep: Class 27 contains 978 members 
Mstep: Class 28 contains 39890 members 
Mstep: Class 29 contains 5060 members 
Mstep: Class 30 contains 22216 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 2788 members 
Mstep: Class 33 contains 21098 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 118Q: 34 clusters Score -8.094607e+07 nChanged 208
Entering ConstructFrom: 
Score: -80946072.000000 Penalty: 65850.492188
Entering ConstructFrom: 
Trying to split cluster 1 (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: -572034.562500 Penalty: 1264.534180
	Iteration 0F: 2 clusters Score -572034.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -568392.250000 Penalty: 2529.068359
	Iteration 0F: 3 clusters Score -568392.2 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -569472.562500 Penalty: 2529.068359
	Iteration 1F: 3 clusters Score -569472.6 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -569695.250000 Penalty: 2529.068359
	Iteration 2F: 3 clusters Score -569695.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -569833.250000 Penalty: 2529.068359
	Iteration 3F: 3 clusters Score -569833.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -569931.687500 Penalty: 2529.068359
	Iteration 4Q: 3 clusters Score -569931.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -570010.312500 Penalty: 2529.068359
	Iteration 5Q: 3 clusters Score -570010.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -570091.250000 Penalty: 2529.068359
	Iteration 6Q: 3 clusters Score -570091.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -570177.937500 Penalty: 2529.068359
	Iteration 7Q: 3 clusters Score -570177.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -570263.000000 Penalty: 2529.068359
	Iteration 8Q: 3 clusters Score -570263 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -570333.375000 Penalty: 2529.068359
	Iteration 9Q: 3 clusters Score -570333.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -570390.437500 Penalty: 2529.068359
	Iteration 10Q: 3 clusters Score -570390.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -570450.375000 Penalty: 2529.068359
	Iteration 11Q: 3 clusters Score -570450.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -570530.750000 Penalty: 2529.068359
	Iteration 12Q: 3 clusters Score -570530.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -570612.812500 Penalty: 2529.068359
	Iteration 13Q: 3 clusters Score -570612.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -570674.625000 Penalty: 2529.068359
	Iteration 14Q: 3 clusters Score -570674.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -570720.812500 Penalty: 2529.068359
	Iteration 15Q: 3 clusters Score -570720.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -570760.750000 Penalty: 2529.068359
	Iteration 16Q: 3 clusters Score -570760.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -570794.312500 Penalty: 2529.068359
	Iteration 17Q: 3 clusters Score -570794.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -570829.125000 Penalty: 2529.068359
	Iteration 18Q: 3 clusters Score -570829.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -570868.687500 Penalty: 2529.068359
	Iteration 19Q: 3 clusters Score -570868.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -570912.312500 Penalty: 2529.068359
	Iteration 20F: 3 clusters Score -570912.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -570956.812500 Penalty: 2529.068359
	Iteration 21Q: 3 clusters Score -570956.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -570995.187500 Penalty: 2529.068359
	Iteration 22Q: 3 clusters Score -570995.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -571035.562500 Penalty: 2529.068359
	Iteration 23Q: 3 clusters Score -571035.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -571075.562500 Penalty: 2529.068359
	Iteration 24Q: 3 clusters Score -571075.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -571120.937500 Penalty: 2529.068359
	Iteration 25Q: 3 clusters Score -571120.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -571170.687500 Penalty: 2529.068359
	Iteration 26Q: 3 clusters Score -571170.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -571215.812500 Penalty: 2529.068359
	Iteration 27Q: 3 clusters Score -571215.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -571259.125000 Penalty: 2529.068359
	Iteration 28Q: 3 clusters Score -571259.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -571286.000000 Penalty: 2529.068359
	Iteration 29Q: 3 clusters Score -571286 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -571311.562500 Penalty: 2529.068359
	Iteration 30Q: 3 clusters Score -571311.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -571336.187500 Penalty: 2529.068359
	Iteration 31Q: 3 clusters Score -571336.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -571354.562500 Penalty: 2529.068359
	Iteration 32Q: 3 clusters Score -571354.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -571375.000000 Penalty: 2529.068359
	Iteration 33Q: 3 clusters Score -571375 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -571393.375000 Penalty: 2529.068359
	Iteration 34Q: 3 clusters Score -571393.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -571407.312500 Penalty: 2529.068359
	Iteration 35Q: 3 clusters Score -571407.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -571415.937500 Penalty: 2529.068359
	Iteration 36Q: 3 clusters Score -571415.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -571418.875000 Penalty: 2529.068359
	Iteration 37Q: 3 clusters Score -571418.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -571423.062500 Penalty: 2529.068359
	Iteration 38Q: 3 clusters Score -571423.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -571428.062500 Penalty: 2529.068359
	Iteration 39Q: 3 clusters Score -571428.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -571432.250000 Penalty: 2529.068359
	Iteration 40F: 3 clusters Score -571432.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -571438.250000 Penalty: 2529.068359
	Iteration 41Q: 3 clusters Score -571438.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -571441.437500 Penalty: 2529.068359
	Iteration 42Q: 3 clusters Score -571441.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -571448.437500 Penalty: 2529.068359
	Iteration 43Q: 3 clusters Score -571448.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -571456.250000 Penalty: 2529.068359
	Iteration 44Q: 3 clusters Score -571456.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -571458.375000 Penalty: 2529.068359
	Iteration 45Q: 3 clusters Score -571458.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -571460.125000 Penalty: 2529.068359
	Iteration 46Q: 3 clusters Score -571460.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -571464.125000 Penalty: 2529.068359
	Iteration 47Q: 3 clusters Score -571464.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -571464.562500 Penalty: 2529.068359
	Iteration 48Q: 3 clusters Score -571464.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -571466.562500 Penalty: 2529.068359
	Iteration 49Q: 3 clusters Score -571466.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -571469.375000 Penalty: 2529.068359
	Iteration 50Q: 3 clusters Score -571469.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -571471.437500 Penalty: 2529.068359
	Iteration 51Q: 3 clusters Score -571471.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -571473.375000 Penalty: 2529.068359
	Iteration 52Q: 3 clusters Score -571473.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -571476.062500 Penalty: 2529.068359
	Iteration 53Q: 3 clusters Score -571476.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -571476.375000 Penalty: 2529.068359
	Iteration 54Q: 3 clusters Score -571476.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -571477.687500 Penalty: 2529.068359
	Iteration 55Q: 3 clusters Score -571477.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -571477.687500 Penalty: 2529.068359
	Iteration 56F: 3 clusters Score -571477.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Entering Unmasked Estep 
Score: -48544.140625 Penalty: 939.186157
	Iteration 0F: 2 clusters Score -48544.14 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 272 members 
Entering Unmasked Estep 
Score: -47675.531250 Penalty: 1878.372314
	Iteration 0F: 3 clusters Score -47675.53 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -47963.488281 Penalty: 1878.372314
	Iteration 1F: 3 clusters Score -47963.49 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -48049.113281 Penalty: 1878.372314
	Iteration 2F: 3 clusters Score -48049.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -48117.257812 Penalty: 1878.372314
	Iteration 3Q: 3 clusters Score -48117.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -48171.027344 Penalty: 1878.372314
	Iteration 4Q: 3 clusters Score -48171.03 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -48268.785156 Penalty: 1878.372314
	Iteration 5Q: 3 clusters Score -48268.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -48368.808594 Penalty: 1878.372314
	Iteration 6Q: 3 clusters Score -48368.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -48472.078125 Penalty: 1878.372314
	Iteration 7Q: 3 clusters Score -48472.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -48530.160156 Penalty: 1878.372314
	Iteration 8Q: 3 clusters Score -48530.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -48583.656250 Penalty: 1878.372314
	Iteration 9Q: 3 clusters Score -48583.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -48628.582031 Penalty: 1878.372314
	Iteration 10Q: 3 clusters Score -48628.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -48723.847656 Penalty: 1878.372314
	Iteration 11Q: 3 clusters Score -48723.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -48747.921875 Penalty: 1878.372314
	Iteration 12Q: 3 clusters Score -48747.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -48769.410156 Penalty: 1878.372314
	Iteration 13Q: 3 clusters Score -48769.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -48779.011719 Penalty: 1878.372314
	Iteration 14Q: 3 clusters Score -48779.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -48787.074219 Penalty: 1878.372314
	Iteration 15Q: 3 clusters Score -48787.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -48788.125000 Penalty: 1878.372314
	Iteration 16F: 3 clusters Score -48788.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -48803.222656 Penalty: 1878.372314
	Iteration 17Q: 3 clusters Score -48803.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -48826.878906 Penalty: 1878.372314
	Iteration 18Q: 3 clusters Score -48826.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -48858.269531 Penalty: 1878.372314
	Iteration 19Q: 3 clusters Score -48858.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -48886.902344 Penalty: 1878.372314
	Iteration 20F: 3 clusters Score -48886.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -48894.023438 Penalty: 1878.372314
	Iteration 21Q: 3 clusters Score -48894.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -48899.800781 Penalty: 1878.372314
	Iteration 22Q: 3 clusters Score -48899.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -48901.328125 Penalty: 1878.372314
	Iteration 23Q: 3 clusters Score -48901.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -48909.464844 Penalty: 1878.372314
	Iteration 24Q: 3 clusters Score -48909.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -48927.949219 Penalty: 1878.372314
	Iteration 25Q: 3 clusters Score -48927.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -48942.625000 Penalty: 1878.372314
	Iteration 26Q: 3 clusters Score -48942.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -48962.949219 Penalty: 1878.372314
	Iteration 27Q: 3 clusters Score -48962.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -48972.363281 Penalty: 1878.372314
	Iteration 28Q: 3 clusters Score -48972.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -48977.582031 Penalty: 1878.372314
	Iteration 29Q: 3 clusters Score -48977.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -48977.582031 Penalty: 1878.372314
	Iteration 30F: 3 clusters Score -48977.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 252 members 
Mstep: Class 3 contains 6670 members 
Mstep: Class 4 contains 2829 members 
Mstep: Class 5 contains 58328 members 
Mstep: Class 6 contains 63209 members 
Mstep: Class 7 contains 29230 members 
Mstep: Class 8 contains 11828 members 
Mstep: Class 9 contains 88339 members 
Mstep: Class 10 contains 9385 members 
Mstep: Class 11 contains 3951 members 
Mstep: Class 12 contains 127 members 
Mstep: Class 13 contains 7120 members 
Mstep: Class 14 contains 9952 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 54683 members 
Mstep: Class 17 contains 28159 members 
Mstep: Class 18 contains 42453 members 
Mstep: Class 19 contains 33030 members 
Mstep: Class 20 contains 1658 members 
Mstep: Class 21 contains 90482 members 
Mstep: Class 22 contains 10083 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5763 members 
Mstep: Class 25 contains 5116 members 
Mstep: Class 26 contains 5478 members 
Mstep: Class 27 contains 978 members 
Mstep: Class 28 contains 39889 members 
Mstep: Class 29 contains 5062 members 
Mstep: Class 30 contains 22216 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 2800 members 
Mstep: Class 33 contains 21118 members 
Mstep: Class 34 contains 299 members 
Entering Unmasked Estep 
Score: -80945680.000000 Penalty: 67845.960938
Splitting cluster 2 changes total score from -80946072.000000 to -80945680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (6670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Entering Unmasked Estep 
Score: -846427.250000 Penalty: 1310.239868
	Iteration 0F: 2 clusters Score -846427.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -841767.687500 Penalty: 2620.479736
	Iteration 0F: 3 clusters Score -841767.7 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -843137.875000 Penalty: 2620.479736
	Iteration 1F: 3 clusters Score -843137.9 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -843376.000000 Penalty: 2620.479736
	Iteration 2F: 3 clusters Score -843376 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -843518.437500 Penalty: 2620.479736
	Iteration 3F: 3 clusters Score -843518.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -843608.062500 Penalty: 2620.479736
	Iteration 4Q: 3 clusters Score -843608.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -843672.812500 Penalty: 2620.479736
	Iteration 5Q: 3 clusters Score -843672.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -843720.187500 Penalty: 2620.479736
	Iteration 6Q: 3 clusters Score -843720.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -843761.500000 Penalty: 2620.479736
	Iteration 7Q: 3 clusters Score -843761.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -843793.687500 Penalty: 2620.479736
	Iteration 8Q: 3 clusters Score -843793.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -843819.250000 Penalty: 2620.479736
	Iteration 9Q: 3 clusters Score -843819.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -843841.062500 Penalty: 2620.479736
	Iteration 10Q: 3 clusters Score -843841.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -843863.750000 Penalty: 2620.479736
	Iteration 11Q: 3 clusters Score -843863.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -843891.062500 Penalty: 2620.479736
	Iteration 12Q: 3 clusters Score -843891.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -843911.312500 Penalty: 2620.479736
	Iteration 13Q: 3 clusters Score -843911.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -843933.500000 Penalty: 2620.479736
	Iteration 14Q: 3 clusters Score -843933.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -843959.187500 Penalty: 2620.479736
	Iteration 15Q: 3 clusters Score -843959.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -843983.375000 Penalty: 2620.479736
	Iteration 16Q: 3 clusters Score -843983.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -844012.437500 Penalty: 2620.479736
	Iteration 17Q: 3 clusters Score -844012.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -844042.437500 Penalty: 2620.479736
	Iteration 18Q: 3 clusters Score -844042.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -844075.937500 Penalty: 2620.479736
	Iteration 19Q: 3 clusters Score -844075.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -844110.062500 Penalty: 2620.479736
	Iteration 20F: 3 clusters Score -844110.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -844156.250000 Penalty: 2620.479736
	Iteration 21Q: 3 clusters Score -844156.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -844203.437500 Penalty: 2620.479736
	Iteration 22Q: 3 clusters Score -844203.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -844255.187500 Penalty: 2620.479736
	Iteration 23Q: 3 clusters Score -844255.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -844325.375000 Penalty: 2620.479736
	Iteration 24Q: 3 clusters Score -844325.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -844400.375000 Penalty: 2620.479736
	Iteration 25Q: 3 clusters Score -844400.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -844478.312500 Penalty: 2620.479736
	Iteration 26Q: 3 clusters Score -844478.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -844568.812500 Penalty: 2620.479736
	Iteration 27Q: 3 clusters Score -844568.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -844645.187500 Penalty: 2620.479736
	Iteration 28Q: 3 clusters Score -844645.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -844724.875000 Penalty: 2620.479736
	Iteration 29Q: 3 clusters Score -844724.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -844804.000000 Penalty: 2620.479736
	Iteration 30Q: 3 clusters Score -844804 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -844888.250000 Penalty: 2620.479736
	Iteration 31Q: 3 clusters Score -844888.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -844969.312500 Penalty: 2620.479736
	Iteration 32Q: 3 clusters Score -844969.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -845048.125000 Penalty: 2620.479736
	Iteration 33Q: 3 clusters Score -845048.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -845108.562500 Penalty: 2620.479736
	Iteration 34Q: 3 clusters Score -845108.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -845157.437500 Penalty: 2620.479736
	Iteration 35Q: 3 clusters Score -845157.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -845194.687500 Penalty: 2620.479736
	Iteration 36Q: 3 clusters Score -845194.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -845224.812500 Penalty: 2620.479736
	Iteration 37Q: 3 clusters Score -845224.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -845245.812500 Penalty: 2620.479736
	Iteration 38Q: 3 clusters Score -845245.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -845273.250000 Penalty: 2620.479736
	Iteration 39Q: 3 clusters Score -845273.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -845290.812500 Penalty: 2620.479736
	Iteration 40F: 3 clusters Score -845290.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -845302.875000 Penalty: 2620.479736
	Iteration 41Q: 3 clusters Score -845302.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -845315.625000 Penalty: 2620.479736
	Iteration 42Q: 3 clusters Score -845315.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -845326.937500 Penalty: 2620.479736
	Iteration 43Q: 3 clusters Score -845326.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -845331.375000 Penalty: 2620.479736
	Iteration 44Q: 3 clusters Score -845331.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -845338.312500 Penalty: 2620.479736
	Iteration 45Q: 3 clusters Score -845338.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -845342.125000 Penalty: 2620.479736
	Iteration 46Q: 3 clusters Score -845342.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -845347.125000 Penalty: 2620.479736
	Iteration 47Q: 3 clusters Score -845347.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -845349.750000 Penalty: 2620.479736
	Iteration 48Q: 3 clusters Score -845349.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -845351.375000 Penalty: 2620.479736
	Iteration 49Q: 3 clusters Score -845351.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -845351.375000 Penalty: 2620.479736
	Iteration 50F: 3 clusters Score -845351.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -308138.125000 Penalty: 1182.614624
	Iteration 0F: 2 clusters Score -308138.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -305782.343750 Penalty: 2365.229248
	Iteration 0F: 3 clusters Score -305782.3 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -306478.406250 Penalty: 2365.229248
	Iteration 1F: 3 clusters Score -306478.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -306671.312500 Penalty: 2365.229248
	Iteration 2F: 3 clusters Score -306671.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -306807.187500 Penalty: 2365.229248
	Iteration 3F: 3 clusters Score -306807.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -306889.500000 Penalty: 2365.229248
	Iteration 4Q: 3 clusters Score -306889.5 nChanged 86
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: -306948.687500 Penalty: 2365.229248
	Iteration 5Q: 3 clusters Score -306948.7 nChanged 60
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: -306988.687500 Penalty: 2365.229248
	Iteration 6Q: 3 clusters Score -306988.7 nChanged 50
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: -307026.562500 Penalty: 2365.229248
	Iteration 7Q: 3 clusters Score -307026.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -307054.500000 Penalty: 2365.229248
	Iteration 8Q: 3 clusters Score -307054.5 nChanged 37
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: -307076.531250 Penalty: 2365.229248
	Iteration 9Q: 3 clusters Score -307076.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -307099.125000 Penalty: 2365.229248
	Iteration 10Q: 3 clusters Score -307099.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -307120.968750 Penalty: 2365.229248
	Iteration 11Q: 3 clusters Score -307121 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -307141.312500 Penalty: 2365.229248
	Iteration 12Q: 3 clusters Score -307141.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -307164.187500 Penalty: 2365.229248
	Iteration 13Q: 3 clusters Score -307164.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -307188.093750 Penalty: 2365.229248
	Iteration 14Q: 3 clusters Score -307188.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -307213.812500 Penalty: 2365.229248
	Iteration 15Q: 3 clusters Score -307213.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -307236.718750 Penalty: 2365.229248
	Iteration 16Q: 3 clusters Score -307236.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -307261.468750 Penalty: 2365.229248
	Iteration 17Q: 3 clusters Score -307261.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -307295.093750 Penalty: 2365.229248
	Iteration 18Q: 3 clusters Score -307295.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -307315.500000 Penalty: 2365.229248
	Iteration 19Q: 3 clusters Score -307315.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -307332.718750 Penalty: 2365.229248
	Iteration 20F: 3 clusters Score -307332.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -307352.437500 Penalty: 2365.229248
	Iteration 21Q: 3 clusters Score -307352.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -307362.687500 Penalty: 2365.229248
	Iteration 22Q: 3 clusters Score -307362.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -307369.781250 Penalty: 2365.229248
	Iteration 23Q: 3 clusters Score -307369.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -307375.687500 Penalty: 2365.229248
	Iteration 24Q: 3 clusters Score -307375.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -307383.906250 Penalty: 2365.229248
	Iteration 25Q: 3 clusters Score -307383.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -307393.968750 Penalty: 2365.229248
	Iteration 26Q: 3 clusters Score -307394 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -307405.062500 Penalty: 2365.229248
	Iteration 27Q: 3 clusters Score -307405.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -307416.187500 Penalty: 2365.229248
	Iteration 28Q: 3 clusters Score -307416.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -307424.906250 Penalty: 2365.229248
	Iteration 29Q: 3 clusters Score -307424.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -307433.625000 Penalty: 2365.229248
	Iteration 30Q: 3 clusters Score -307433.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -307443.281250 Penalty: 2365.229248
	Iteration 31Q: 3 clusters Score -307443.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -307450.750000 Penalty: 2365.229248
	Iteration 32Q: 3 clusters Score -307450.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -307463.406250 Penalty: 2365.229248
	Iteration 33Q: 3 clusters Score -307463.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -307475.875000 Penalty: 2365.229248
	Iteration 34Q: 3 clusters Score -307475.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -307485.843750 Penalty: 2365.229248
	Iteration 35Q: 3 clusters Score -307485.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -307494.343750 Penalty: 2365.229248
	Iteration 36Q: 3 clusters Score -307494.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -307501.937500 Penalty: 2365.229248
	Iteration 37Q: 3 clusters Score -307501.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -307504.843750 Penalty: 2365.229248
	Iteration 38Q: 3 clusters Score -307504.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -307506.843750 Penalty: 2365.229248
	Iteration 39Q: 3 clusters Score -307506.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -307508.000000 Penalty: 2365.229248
	Iteration 40F: 3 clusters Score -307508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -307508.812500 Penalty: 2365.229248
	Iteration 41Q: 3 clusters Score -307508.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -307510.187500 Penalty: 2365.229248
	Iteration 42Q: 3 clusters Score -307510.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -307510.531250 Penalty: 2365.229248
	Iteration 43Q: 3 clusters Score -307510.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -307510.937500 Penalty: 2365.229248
	Iteration 44Q: 3 clusters Score -307510.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -307510.937500 Penalty: 2365.229248
	Iteration 45F: 3 clusters Score -307510.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (58328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58328 members 
Entering Unmasked Estep 
Score: -7589617.500000 Penalty: 1632.907104
	Iteration 0F: 2 clusters Score -7589618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29133 members 
Mstep: Class 2 contains 29195 members 
Entering Unmasked Estep 
Score: -7553027.000000 Penalty: 3265.814209
	Iteration 0F: 3 clusters Score -7553027 nChanged 27049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29174 members 
Mstep: Class 2 contains 29154 members 
Entering Unmasked Estep 
Score: -7568187.000000 Penalty: 3265.814209
	Iteration 1F: 3 clusters Score -7568187 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29178 members 
Mstep: Class 2 contains 29150 members 
Entering Unmasked Estep 
Score: -7568651.000000 Penalty: 3265.814209
	Iteration 2Q: 3 clusters Score -7568651 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29103 members 
Mstep: Class 2 contains 29225 members 
Entering Unmasked Estep 
Score: -7569093.000000 Penalty: 3265.814209
	Iteration 3Q: 3 clusters Score -7569093 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29013 members 
Mstep: Class 2 contains 29315 members 
Entering Unmasked Estep 
Score: -7569504.000000 Penalty: 3265.814209
	Iteration 4Q: 3 clusters Score -7569504 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28843 members 
Mstep: Class 2 contains 29485 members 
Entering Unmasked Estep 
Score: -7569912.000000 Penalty: 3265.814209
	Iteration 5Q: 3 clusters Score -7569912 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28608 members 
Mstep: Class 2 contains 29720 members 
Entering Unmasked Estep 
Score: -7570283.500000 Penalty: 3265.814209
	Iteration 6Q: 3 clusters Score -7570284 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 30054 members 
Entering Unmasked Estep 
Score: -7570645.500000 Penalty: 3265.814209
	Iteration 7Q: 3 clusters Score -7570646 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27828 members 
Mstep: Class 2 contains 30500 members 
Entering Unmasked Estep 
Score: -7571098.500000 Penalty: 3265.814209
	Iteration 8Q: 3 clusters Score -7571098 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27283 members 
Mstep: Class 2 contains 31045 members 
Entering Unmasked Estep 
Score: -7571656.500000 Penalty: 3265.814209
	Iteration 9Q: 3 clusters Score -7571656 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26618 members 
Mstep: Class 2 contains 31710 members 
Entering Unmasked Estep 
Score: -7572367.500000 Penalty: 3265.814209
	Iteration 10Q: 3 clusters Score -7572368 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25728 members 
Mstep: Class 2 contains 32600 members 
Entering Unmasked Estep 
Score: -7573286.500000 Penalty: 3265.814209
	Iteration 11Q: 3 clusters Score -7573286 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24661 members 
Mstep: Class 2 contains 33667 members 
Entering Unmasked Estep 
Score: -7574244.000000 Penalty: 3265.814209
	Iteration 12Q: 3 clusters Score -7574244 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23363 members 
Mstep: Class 2 contains 34965 members 
Entering Unmasked Estep 
Score: -7575659.000000 Penalty: 3265.814209
	Iteration 13Q: 3 clusters Score -7575659 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 36478 members 
Entering Unmasked Estep 
Score: -7577197.000000 Penalty: 3265.814209
	Iteration 14Q: 3 clusters Score -7577197 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 38023 members 
Entering Unmasked Estep 
Score: -7578594.000000 Penalty: 3265.814209
	Iteration 15Q: 3 clusters Score -7578594 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 39432 members 
Entering Unmasked Estep 
Score: -7579743.500000 Penalty: 3265.814209
	Iteration 16Q: 3 clusters Score -7579744 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 40764 members 
Entering Unmasked Estep 
Score: -7580588.500000 Penalty: 3265.814209
	Iteration 17Q: 3 clusters Score -7580588 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 41942 members 
Entering Unmasked Estep 
Score: -7581164.500000 Penalty: 3265.814209
	Iteration 18Q: 3 clusters Score -7581164 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 43073 members 
Entering Unmasked Estep 
Score: -7581592.500000 Penalty: 3265.814209
	Iteration 19Q: 3 clusters Score -7581592 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 44159 members 
Entering Unmasked Estep 
Score: -7581911.000000 Penalty: 3265.814209
	Iteration 20F: 3 clusters Score -7581911 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 45207 members 
Entering Unmasked Estep 
Score: -7582187.000000 Penalty: 3265.814209
	Iteration 21Q: 3 clusters Score -7582187 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 46209 members 
Entering Unmasked Estep 
Score: -7582489.000000 Penalty: 3265.814209
	Iteration 22Q: 3 clusters Score -7582489 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 47223 members 
Entering Unmasked Estep 
Score: -7582790.500000 Penalty: 3265.814209
	Iteration 23Q: 3 clusters Score -7582790 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 48252 members 
Entering Unmasked Estep 
Score: -7583099.500000 Penalty: 3265.814209
	Iteration 24Q: 3 clusters Score -7583100 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 49199 members 
Entering Unmasked Estep 
Score: -7583426.000000 Penalty: 3265.814209
	Iteration 25Q: 3 clusters Score -7583426 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 50124 members 
Entering Unmasked Estep 
Score: -7583721.000000 Penalty: 3265.814209
	Iteration 26Q: 3 clusters Score -7583721 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 51077 members 
Entering Unmasked Estep 
Score: -7584116.500000 Penalty: 3265.814209
	Iteration 27Q: 3 clusters Score -7584116 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 52023 members 
Entering Unmasked Estep 
Score: -7584556.000000 Penalty: 3265.814209
	Iteration 28Q: 3 clusters Score -7584556 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 52882 members 
Entering Unmasked Estep 
Score: -7584920.000000 Penalty: 3265.814209
	Iteration 29Q: 3 clusters Score -7584920 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 53714 members 
Entering Unmasked Estep 
Score: -7585322.500000 Penalty: 3265.814209
	Iteration 30Q: 3 clusters Score -7585322 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 54509 members 
Entering Unmasked Estep 
Score: -7585776.000000 Penalty: 3265.814209
	Iteration 31Q: 3 clusters Score -7585776 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 55225 members 
Entering Unmasked Estep 
Score: -7586192.500000 Penalty: 3265.814209
	Iteration 32Q: 3 clusters Score -7586192 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 55793 members 
Entering Unmasked Estep 
Score: -7586569.000000 Penalty: 3265.814209
	Iteration 33Q: 3 clusters Score -7586569 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 56294 members 
Entering Unmasked Estep 
Score: -7586935.000000 Penalty: 3265.814209
	Iteration 34Q: 3 clusters Score -7586935 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 56696 members 
Entering Unmasked Estep 
Score: -7587236.500000 Penalty: 3265.814209
	Iteration 35Q: 3 clusters Score -7587236 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 56984 members 
Entering Unmasked Estep 
Score: -7587503.500000 Penalty: 3265.814209
	Iteration 36Q: 3 clusters Score -7587504 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 57176 members 
Entering Unmasked Estep 
Score: -7587654.500000 Penalty: 3265.814209
	Iteration 37Q: 3 clusters Score -7587654 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 57324 members 
Entering Unmasked Estep 
Score: -7587792.500000 Penalty: 3265.814209
	Iteration 38Q: 3 clusters Score -7587792 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 57441 members 
Entering Unmasked Estep 
Score: -7587898.500000 Penalty: 3265.814209
	Iteration 39Q: 3 clusters Score -7587898 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 57521 members 
Entering Unmasked Estep 
Score: -7587963.000000 Penalty: 3265.814209
	Iteration 40F: 3 clusters Score -7587963 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 57586 members 
Entering Unmasked Estep 
Score: -7588007.500000 Penalty: 3265.814209
	Iteration 41Q: 3 clusters Score -7588008 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 57627 members 
Entering Unmasked Estep 
Score: -7588049.000000 Penalty: 3265.814209
	Iteration 42Q: 3 clusters Score -7588049 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 57657 members 
Entering Unmasked Estep 
Score: -7588084.000000 Penalty: 3265.814209
	Iteration 43Q: 3 clusters Score -7588084 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 57679 members 
Entering Unmasked Estep 
Score: -7588115.000000 Penalty: 3265.814209
	Iteration 44Q: 3 clusters Score -7588115 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 57702 members 
Entering Unmasked Estep 
Score: -7588140.000000 Penalty: 3265.814209
	Iteration 45Q: 3 clusters Score -7588140 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 57726 members 
Entering Unmasked Estep 
Score: -7588164.000000 Penalty: 3265.814209
	Iteration 46Q: 3 clusters Score -7588164 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 57740 members 
Entering Unmasked Estep 
Score: -7588176.000000 Penalty: 3265.814209
	Iteration 47Q: 3 clusters Score -7588176 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 57754 members 
Entering Unmasked Estep 
Score: -7588196.000000 Penalty: 3265.814209
	Iteration 48Q: 3 clusters Score -7588196 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 57767 members 
Entering Unmasked Estep 
Score: -7588203.500000 Penalty: 3265.814209
	Iteration 49Q: 3 clusters Score -7588204 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 57777 members 
Entering Unmasked Estep 
Score: -7588212.000000 Penalty: 3265.814209
	Iteration 50Q: 3 clusters Score -7588212 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 57793 members 
Entering Unmasked Estep 
Score: -7588231.500000 Penalty: 3265.814209
	Iteration 51Q: 3 clusters Score -7588232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 57801 members 
Entering Unmasked Estep 
Score: -7588245.000000 Penalty: 3265.814209
	Iteration 52Q: 3 clusters Score -7588245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 57807 members 
Entering Unmasked Estep 
Score: -7588240.000000 Penalty: 3265.814209
	Iteration 53Q: 3 clusters Score -7588240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 57814 members 
Entering Unmasked Estep 
Score: -7588254.000000 Penalty: 3265.814209
	Iteration 54Q: 3 clusters Score -7588254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 57824 members 
Entering Unmasked Estep 
Score: -7588259.500000 Penalty: 3265.814209
	Iteration 55Q: 3 clusters Score -7588260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 57829 members 
Entering Unmasked Estep 
Score: -7588271.500000 Penalty: 3265.814209
	Iteration 56Q: 3 clusters Score -7588272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 57832 members 
Entering Unmasked Estep 
Score: -7588272.000000 Penalty: 3265.814209
	Iteration 57Q: 3 clusters Score -7588272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 57833 members 
Entering Unmasked Estep 
Score: -7588274.000000 Penalty: 3265.814209
	Iteration 58Q: 3 clusters Score -7588274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 57834 members 
Entering Unmasked Estep 
Score: -7588276.500000 Penalty: 3265.814209
	Iteration 59Q: 3 clusters Score -7588276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 57833 members 
Entering Unmasked Estep 
Score: -7588277.000000 Penalty: 3265.814209
	Iteration 60F: 3 clusters Score -7588277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 57832 members 
Entering Unmasked Estep 
Score: -7588280.500000 Penalty: 3265.814209
	Iteration 61Q: 3 clusters Score -7588280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 57833 members 
Entering Unmasked Estep 
Score: -7588281.500000 Penalty: 3265.814209
	Iteration 62Q: 3 clusters Score -7588282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 57835 members 
Entering Unmasked Estep 
Score: -7588285.000000 Penalty: 3265.814209
	Iteration 63Q: 3 clusters Score -7588285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 57836 members 
Entering Unmasked Estep 
Score: -7588279.000000 Penalty: 3265.814209
	Iteration 64Q: 3 clusters Score -7588279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 57840 members 
Entering Unmasked Estep 
Score: -7588280.500000 Penalty: 3265.814209
	Iteration 65Q: 3 clusters Score -7588280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 57841 members 
Entering Unmasked Estep 
Score: -7588280.500000 Penalty: 3265.814209
	Iteration 66Q: 3 clusters Score -7588280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 57842 members 
Entering Unmasked Estep 
Score: -7588288.500000 Penalty: 3265.814209
	Iteration 67Q: 3 clusters Score -7588288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 57844 members 
Entering Unmasked Estep 
Score: -7588286.000000 Penalty: 3265.814209
	Iteration 68Q: 3 clusters Score -7588286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 57846 members 
Entering Unmasked Estep 
Score: -7588291.500000 Penalty: 3265.814209
	Iteration 69Q: 3 clusters Score -7588292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 57848 members 
Entering Unmasked Estep 
Score: -7588291.000000 Penalty: 3265.814209
	Iteration 70Q: 3 clusters Score -7588291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 57849 members 
Entering Unmasked Estep 
Score: -7588286.500000 Penalty: 3265.814209
	Iteration 71Q: 3 clusters Score -7588286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 57849 members 
Entering Unmasked Estep 
Score: -7588286.500000 Penalty: 3265.814209
	Iteration 72F: 3 clusters Score -7588286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (63209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63209 members 
Entering Unmasked Estep 
Score: -7886542.500000 Penalty: 1644.865356
	Iteration 0F: 2 clusters Score -7886542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31657 members 
Mstep: Class 2 contains 31552 members 
Entering Unmasked Estep 
Score: -7847310.500000 Penalty: 3289.730713
	Iteration 0F: 3 clusters Score -7847310 nChanged 29455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32372 members 
Mstep: Class 2 contains 30837 members 
Entering Unmasked Estep 
Score: -7864071.500000 Penalty: 3289.730713
	Iteration 1F: 3 clusters Score -7864072 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32886 members 
Mstep: Class 2 contains 30323 members 
Entering Unmasked Estep 
Score: -7864640.000000 Penalty: 3289.730713
	Iteration 2Q: 3 clusters Score -7864640 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33583 members 
Mstep: Class 2 contains 29626 members 
Entering Unmasked Estep 
Score: -7865268.000000 Penalty: 3289.730713
	Iteration 3Q: 3 clusters Score -7865268 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34507 members 
Mstep: Class 2 contains 28702 members 
Entering Unmasked Estep 
Score: -7865924.000000 Penalty: 3289.730713
	Iteration 4Q: 3 clusters Score -7865924 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35861 members 
Mstep: Class 2 contains 27348 members 
Entering Unmasked Estep 
Score: -7866683.000000 Penalty: 3289.730713
	Iteration 5Q: 3 clusters Score -7866683 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37717 members 
Mstep: Class 2 contains 25492 members 
Entering Unmasked Estep 
Score: -7867614.500000 Penalty: 3289.730713
	Iteration 6Q: 3 clusters Score -7867614 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40152 members 
Mstep: Class 2 contains 23057 members 
Entering Unmasked Estep 
Score: -7868823.500000 Penalty: 3289.730713
	Iteration 7Q: 3 clusters Score -7868824 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43217 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -7870473.500000 Penalty: 3289.730713
	Iteration 8F: 3 clusters Score -7870474 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46731 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -7872487.500000 Penalty: 3289.730713
	Iteration 9F: 3 clusters Score -7872488 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50574 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -7875023.000000 Penalty: 3289.730713
	Iteration 10F: 3 clusters Score -7875023 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54230 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -7877730.500000 Penalty: 3289.730713
	Iteration 11F: 3 clusters Score -7877730 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57270 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -7880196.000000 Penalty: 3289.730713
	Iteration 12Q: 3 clusters Score -7880196 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59335 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -7881997.000000 Penalty: 3289.730713
	Iteration 13Q: 3 clusters Score -7881997 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60692 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -7883210.500000 Penalty: 3289.730713
	Iteration 14Q: 3 clusters Score -7883210 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61483 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -7883959.500000 Penalty: 3289.730713
	Iteration 15Q: 3 clusters Score -7883960 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61889 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -7884385.500000 Penalty: 3289.730713
	Iteration 16Q: 3 clusters Score -7884386 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62103 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -7884677.000000 Penalty: 3289.730713
	Iteration 17Q: 3 clusters Score -7884677 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62212 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -7884832.000000 Penalty: 3289.730713
	Iteration 18Q: 3 clusters Score -7884832 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62279 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -7884943.500000 Penalty: 3289.730713
	Iteration 19Q: 3 clusters Score -7884944 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62330 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -7885021.500000 Penalty: 3289.730713
	Iteration 20F: 3 clusters Score -7885022 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62366 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -7885079.000000 Penalty: 3289.730713
	Iteration 21Q: 3 clusters Score -7885079 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62379 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -7885114.500000 Penalty: 3289.730713
	Iteration 22Q: 3 clusters Score -7885114 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62388 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -7885138.000000 Penalty: 3289.730713
	Iteration 23Q: 3 clusters Score -7885138 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62405 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -7885180.500000 Penalty: 3289.730713
	Iteration 24Q: 3 clusters Score -7885180 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62423 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -7885203.500000 Penalty: 3289.730713
	Iteration 25Q: 3 clusters Score -7885204 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62434 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -7885215.000000 Penalty: 3289.730713
	Iteration 26Q: 3 clusters Score -7885215 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62445 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -7885233.000000 Penalty: 3289.730713
	Iteration 27Q: 3 clusters Score -7885233 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62455 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -7885254.500000 Penalty: 3289.730713
	Iteration 28Q: 3 clusters Score -7885254 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62465 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -7885274.000000 Penalty: 3289.730713
	Iteration 29Q: 3 clusters Score -7885274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62469 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -7885279.500000 Penalty: 3289.730713
	Iteration 30Q: 3 clusters Score -7885280 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62467 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -7885290.000000 Penalty: 3289.730713
	Iteration 31Q: 3 clusters Score -7885290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62465 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -7885293.500000 Penalty: 3289.730713
	Iteration 32Q: 3 clusters Score -7885294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62466 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -7885296.500000 Penalty: 3289.730713
	Iteration 33Q: 3 clusters Score -7885296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62468 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -7885312.500000 Penalty: 3289.730713
	Iteration 34Q: 3 clusters Score -7885312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62470 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -7885314.500000 Penalty: 3289.730713
	Iteration 35Q: 3 clusters Score -7885314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62470 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -7885315.000000 Penalty: 3289.730713
	Iteration 36Q: 3 clusters Score -7885315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62469 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -7885322.500000 Penalty: 3289.730713
	Iteration 37Q: 3 clusters Score -7885322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62470 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -7885338.000000 Penalty: 3289.730713
	Iteration 38Q: 3 clusters Score -7885338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62472 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -7885348.500000 Penalty: 3289.730713
	Iteration 39Q: 3 clusters Score -7885348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62473 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -7885343.500000 Penalty: 3289.730713
	Iteration 40F: 3 clusters Score -7885344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62475 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -7885344.000000 Penalty: 3289.730713
	Iteration 41Q: 3 clusters Score -7885344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62476 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -7885337.500000 Penalty: 3289.730713
	Iteration 42Q: 3 clusters Score -7885338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62477 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -7885338.500000 Penalty: 3289.730713
	Iteration 43Q: 3 clusters Score -7885338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62477 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -7885338.500000 Penalty: 3289.730713
	Iteration 44F: 3 clusters Score -7885338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (29230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29230 members 
Entering Unmasked Estep 
Score: -3419685.750000 Penalty: 1530.103027
	Iteration 0F: 2 clusters Score -3419686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -3400773.500000 Penalty: 3060.206055
	Iteration 0F: 3 clusters Score -3400774 nChanged 12888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -3407798.750000 Penalty: 3060.206055
	Iteration 1F: 3 clusters Score -3407799 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -3408299.500000 Penalty: 3060.206055
	Iteration 2Q: 3 clusters Score -3408300 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -3408784.250000 Penalty: 3060.206055
	Iteration 3Q: 3 clusters Score -3408784 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -3409294.750000 Penalty: 3060.206055
	Iteration 4Q: 3 clusters Score -3409295 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -3409884.750000 Penalty: 3060.206055
	Iteration 5Q: 3 clusters Score -3409885 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -3410488.500000 Penalty: 3060.206055
	Iteration 6Q: 3 clusters Score -3410488 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -3411146.250000 Penalty: 3060.206055
	Iteration 7Q: 3 clusters Score -3411146 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -3411884.500000 Penalty: 3060.206055
	Iteration 8Q: 3 clusters Score -3411884 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -3412678.500000 Penalty: 3060.206055
	Iteration 9Q: 3 clusters Score -3412678 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21942 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -3413634.000000 Penalty: 3060.206055
	Iteration 10Q: 3 clusters Score -3413634 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23251 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -3414682.000000 Penalty: 3060.206055
	Iteration 11Q: 3 clusters Score -3414682 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24477 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -3415733.500000 Penalty: 3060.206055
	Iteration 12Q: 3 clusters Score -3415734 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25568 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -3416671.000000 Penalty: 3060.206055
	Iteration 13Q: 3 clusters Score -3416671 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26413 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -3417490.000000 Penalty: 3060.206055
	Iteration 14Q: 3 clusters Score -3417490 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27039 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -3418194.500000 Penalty: 3060.206055
	Iteration 15Q: 3 clusters Score -3418194 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27408 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -3418661.000000 Penalty: 3060.206055
	Iteration 16Q: 3 clusters Score -3418661 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27594 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -3418923.750000 Penalty: 3060.206055
	Iteration 17Q: 3 clusters Score -3418924 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27705 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -3419045.500000 Penalty: 3060.206055
	Iteration 18Q: 3 clusters Score -3419046 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27788 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -3419118.250000 Penalty: 3060.206055
	Iteration 19Q: 3 clusters Score -3419118 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27852 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -3419172.500000 Penalty: 3060.206055
	Iteration 20F: 3 clusters Score -3419172 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27887 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -3419204.750000 Penalty: 3060.206055
	Iteration 21Q: 3 clusters Score -3419205 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27920 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -3419237.000000 Penalty: 3060.206055
	Iteration 22Q: 3 clusters Score -3419237 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27937 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -3419255.000000 Penalty: 3060.206055
	Iteration 23Q: 3 clusters Score -3419255 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27952 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -3419259.500000 Penalty: 3060.206055
	Iteration 24Q: 3 clusters Score -3419260 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27974 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -3419271.750000 Penalty: 3060.206055
	Iteration 25Q: 3 clusters Score -3419272 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27985 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -3419281.000000 Penalty: 3060.206055
	Iteration 26Q: 3 clusters Score -3419281 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27991 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -3419282.750000 Penalty: 3060.206055
	Iteration 27Q: 3 clusters Score -3419283 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27998 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -3419287.000000 Penalty: 3060.206055
	Iteration 28Q: 3 clusters Score -3419287 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28006 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -3419293.250000 Penalty: 3060.206055
	Iteration 29Q: 3 clusters Score -3419293 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28009 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -3419291.250000 Penalty: 3060.206055
	Iteration 30Q: 3 clusters Score -3419291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28010 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -3419292.750000 Penalty: 3060.206055
	Iteration 31Q: 3 clusters Score -3419293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28011 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -3419291.000000 Penalty: 3060.206055
	Iteration 32Q: 3 clusters Score -3419291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28011 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -3419293.750000 Penalty: 3060.206055
	Iteration 33Q: 3 clusters Score -3419294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28012 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -3419296.500000 Penalty: 3060.206055
	Iteration 34Q: 3 clusters Score -3419296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28012 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -3419296.500000 Penalty: 3060.206055
	Iteration 35F: 3 clusters Score -3419296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Entering Unmasked Estep 
Score: -1419109.500000 Penalty: 1395.479980
	Iteration 0F: 2 clusters Score -1419110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1411230.750000 Penalty: 2790.959961
	Iteration 0F: 3 clusters Score -1411231 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1413833.750000 Penalty: 2790.959961
	Iteration 1F: 3 clusters Score -1413834 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1414254.500000 Penalty: 2790.959961
	Iteration 2F: 3 clusters Score -1414254 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1414680.000000 Penalty: 2790.959961
	Iteration 3F: 3 clusters Score -1414680 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1415164.000000 Penalty: 2790.959961
	Iteration 4F: 3 clusters Score -1415164 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1415658.125000 Penalty: 2790.959961
	Iteration 5F: 3 clusters Score -1415658 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1416185.750000 Penalty: 2790.959961
	Iteration 6F: 3 clusters Score -1416186 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1416723.500000 Penalty: 2790.959961
	Iteration 7F: 3 clusters Score -1416724 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1417221.375000 Penalty: 2790.959961
	Iteration 8F: 3 clusters Score -1417221 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1417610.750000 Penalty: 2790.959961
	Iteration 9Q: 3 clusters Score -1417611 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1417897.375000 Penalty: 2790.959961
	Iteration 10Q: 3 clusters Score -1417897 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1418079.000000 Penalty: 2790.959961
	Iteration 11Q: 3 clusters Score -1418079 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1418194.375000 Penalty: 2790.959961
	Iteration 12Q: 3 clusters Score -1418194 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1418248.750000 Penalty: 2790.959961
	Iteration 13Q: 3 clusters Score -1418249 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1418279.125000 Penalty: 2790.959961
	Iteration 14Q: 3 clusters Score -1418279 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1418298.500000 Penalty: 2790.959961
	Iteration 15Q: 3 clusters Score -1418298 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1418322.125000 Penalty: 2790.959961
	Iteration 16Q: 3 clusters Score -1418322 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1418336.250000 Penalty: 2790.959961
	Iteration 17Q: 3 clusters Score -1418336 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1418355.500000 Penalty: 2790.959961
	Iteration 18Q: 3 clusters Score -1418356 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1418362.375000 Penalty: 2790.959961
	Iteration 19Q: 3 clusters Score -1418362 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1418365.375000 Penalty: 2790.959961
	Iteration 20F: 3 clusters Score -1418365 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1418380.875000 Penalty: 2790.959961
	Iteration 21Q: 3 clusters Score -1418381 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1418380.875000 Penalty: 2790.959961
	Iteration 22Q: 3 clusters Score -1418381 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1418385.875000 Penalty: 2790.959961
	Iteration 23Q: 3 clusters Score -1418386 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1418397.000000 Penalty: 2790.959961
	Iteration 24Q: 3 clusters Score -1418397 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1418399.625000 Penalty: 2790.959961
	Iteration 25Q: 3 clusters Score -1418400 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1418402.500000 Penalty: 2790.959961
	Iteration 26Q: 3 clusters Score -1418402 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1418405.875000 Penalty: 2790.959961
	Iteration 27Q: 3 clusters Score -1418406 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1418410.000000 Penalty: 2790.959961
	Iteration 28Q: 3 clusters Score -1418410 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1418417.250000 Penalty: 2790.959961
	Iteration 29Q: 3 clusters Score -1418417 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1418419.125000 Penalty: 2790.959961
	Iteration 30Q: 3 clusters Score -1418419 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1418422.750000 Penalty: 2790.959961
	Iteration 31Q: 3 clusters Score -1418423 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1418427.750000 Penalty: 2790.959961
	Iteration 32Q: 3 clusters Score -1418428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1418428.750000 Penalty: 2790.959961
	Iteration 33Q: 3 clusters Score -1418429 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1418432.000000 Penalty: 2790.959961
	Iteration 34Q: 3 clusters Score -1418432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1418429.750000 Penalty: 2790.959961
	Iteration 35Q: 3 clusters Score -1418430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1418432.250000 Penalty: 2790.959961
	Iteration 36Q: 3 clusters Score -1418432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1418434.250000 Penalty: 2790.959961
	Iteration 37Q: 3 clusters Score -1418434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1418437.125000 Penalty: 2790.959961
	Iteration 38Q: 3 clusters Score -1418437 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1418436.750000 Penalty: 2790.959961
	Iteration 39Q: 3 clusters Score -1418437 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1418439.375000 Penalty: 2790.959961
	Iteration 40F: 3 clusters Score -1418439 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1418440.875000 Penalty: 2790.959961
	Iteration 41Q: 3 clusters Score -1418441 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1418441.625000 Penalty: 2790.959961
	Iteration 42Q: 3 clusters Score -1418442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1418444.250000 Penalty: 2790.959961
	Iteration 43Q: 3 clusters Score -1418444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1418448.125000 Penalty: 2790.959961
	Iteration 44Q: 3 clusters Score -1418448 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1418451.375000 Penalty: 2790.959961
	Iteration 45Q: 3 clusters Score -1418451 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1418455.500000 Penalty: 2790.959961
	Iteration 46Q: 3 clusters Score -1418456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1418454.375000 Penalty: 2790.959961
	Iteration 47Q: 3 clusters Score -1418454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1418453.750000 Penalty: 2790.959961
	Iteration 48Q: 3 clusters Score -1418454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1418455.500000 Penalty: 2790.959961
	Iteration 49Q: 3 clusters Score -1418456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1418455.500000 Penalty: 2790.959961
	Iteration 50Q: 3 clusters Score -1418456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1418457.000000 Penalty: 2790.959961
	Iteration 51Q: 3 clusters Score -1418457 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1418459.375000 Penalty: 2790.959961
	Iteration 52Q: 3 clusters Score -1418459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1418459.750000 Penalty: 2790.959961
	Iteration 53Q: 3 clusters Score -1418460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1418459.000000 Penalty: 2790.959961
	Iteration 54Q: 3 clusters Score -1418459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1418457.375000 Penalty: 2790.959961
	Iteration 55Q: 3 clusters Score -1418457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1418462.250000 Penalty: 2790.959961
	Iteration 56Q: 3 clusters Score -1418462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1418460.375000 Penalty: 2790.959961
	Iteration 57Q: 3 clusters Score -1418460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1418463.250000 Penalty: 2790.959961
	Iteration 58Q: 3 clusters Score -1418463 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1418459.375000 Penalty: 2790.959961
	Iteration 59Q: 3 clusters Score -1418459 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1418465.750000 Penalty: 2790.959961
	Iteration 60F: 3 clusters Score -1418466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1418466.750000 Penalty: 2790.959961
	Iteration 61Q: 3 clusters Score -1418467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1418467.375000 Penalty: 2790.959961
	Iteration 62Q: 3 clusters Score -1418467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1418472.875000 Penalty: 2790.959961
	Iteration 63Q: 3 clusters Score -1418473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1418473.750000 Penalty: 2790.959961
	Iteration 64Q: 3 clusters Score -1418474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1418473.875000 Penalty: 2790.959961
	Iteration 65Q: 3 clusters Score -1418474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1418478.375000 Penalty: 2790.959961
	Iteration 66Q: 3 clusters Score -1418478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1418478.250000 Penalty: 2790.959961
	Iteration 67Q: 3 clusters Score -1418478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1418477.750000 Penalty: 2790.959961
	Iteration 68Q: 3 clusters Score -1418478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1418480.000000 Penalty: 2790.959961
	Iteration 69Q: 3 clusters Score -1418480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1418481.750000 Penalty: 2790.959961
	Iteration 70Q: 3 clusters Score -1418482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1418481.250000 Penalty: 2790.959961
	Iteration 71Q: 3 clusters Score -1418481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1418483.750000 Penalty: 2790.959961
	Iteration 72Q: 3 clusters Score -1418484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1418483.625000 Penalty: 2790.959961
	Iteration 73Q: 3 clusters Score -1418484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1418485.125000 Penalty: 2790.959961
	Iteration 74Q: 3 clusters Score -1418485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1418485.125000 Penalty: 2790.959961
	Iteration 75F: 3 clusters Score -1418485 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (88339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88339 members 
Entering Unmasked Estep 
Score: -11068762.000000 Penalty: 1694.673828
	Iteration 0F: 2 clusters Score -1.106876e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44006 members 
Mstep: Class 2 contains 44333 members 
Entering Unmasked Estep 
Score: -11023191.000000 Penalty: 3389.347656
	Iteration 0F: 3 clusters Score -1.102319e+07 nChanged 41578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41238 members 
Mstep: Class 2 contains 47101 members 
Entering Unmasked Estep 
Score: -11046551.000000 Penalty: 3389.347656
	Iteration 1F: 3 clusters Score -1.104655e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40032 members 
Mstep: Class 2 contains 48307 members 
Entering Unmasked Estep 
Score: -11047278.000000 Penalty: 3389.347656
	Iteration 2Q: 3 clusters Score -1.104728e+07 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38477 members 
Mstep: Class 2 contains 49862 members 
Entering Unmasked Estep 
Score: -11047979.000000 Penalty: 3389.347656
	Iteration 3Q: 3 clusters Score -1.104798e+07 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36512 members 
Mstep: Class 2 contains 51827 members 
Entering Unmasked Estep 
Score: -11048950.000000 Penalty: 3389.347656
	Iteration 4Q: 3 clusters Score -1.104895e+07 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34124 members 
Mstep: Class 2 contains 54215 members 
Entering Unmasked Estep 
Score: -11050226.000000 Penalty: 3389.347656
	Iteration 5Q: 3 clusters Score -1.105023e+07 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31337 members 
Mstep: Class 2 contains 57002 members 
Entering Unmasked Estep 
Score: -11051511.000000 Penalty: 3389.347656
	Iteration 6F: 3 clusters Score -1.105151e+07 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28467 members 
Mstep: Class 2 contains 59872 members 
Entering Unmasked Estep 
Score: -11053373.000000 Penalty: 3389.347656
	Iteration 7F: 3 clusters Score -1.105337e+07 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26052 members 
Mstep: Class 2 contains 62287 members 
Entering Unmasked Estep 
Score: -11055712.000000 Penalty: 3389.347656
	Iteration 8F: 3 clusters Score -1.105571e+07 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24492 members 
Mstep: Class 2 contains 63847 members 
Entering Unmasked Estep 
Score: -11058401.000000 Penalty: 3389.347656
	Iteration 9F: 3 clusters Score -1.10584e+07 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24203 members 
Mstep: Class 2 contains 64136 members 
Entering Unmasked Estep 
Score: -11060847.000000 Penalty: 3389.347656
	Iteration 10F: 3 clusters Score -1.106085e+07 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24968 members 
Mstep: Class 2 contains 63371 members 
Entering Unmasked Estep 
Score: -11062264.000000 Penalty: 3389.347656
	Iteration 11Q: 3 clusters Score -1.106226e+07 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26119 members 
Mstep: Class 2 contains 62220 members 
Entering Unmasked Estep 
Score: -11062657.000000 Penalty: 3389.347656
	Iteration 12Q: 3 clusters Score -1.106266e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27245 members 
Mstep: Class 2 contains 61094 members 
Entering Unmasked Estep 
Score: -11062667.000000 Penalty: 3389.347656
	Iteration 13Q: 3 clusters Score -1.106267e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28384 members 
Mstep: Class 2 contains 59955 members 
Entering Unmasked Estep 
Score: -11062680.000000 Penalty: 3389.347656
	Iteration 14Q: 3 clusters Score -1.106268e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29587 members 
Mstep: Class 2 contains 58752 members 
Entering Unmasked Estep 
Score: -11062632.000000 Penalty: 3389.347656
	Iteration 15Q: 3 clusters Score -1.106263e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30913 members 
Mstep: Class 2 contains 57426 members 
Entering Unmasked Estep 
Score: -11062679.000000 Penalty: 3389.347656
	Iteration 16Q: 3 clusters Score -1.106268e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32395 members 
Mstep: Class 2 contains 55944 members 
Entering Unmasked Estep 
Score: -11062724.000000 Penalty: 3389.347656
	Iteration 17Q: 3 clusters Score -1.106272e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34034 members 
Mstep: Class 2 contains 54305 members 
Entering Unmasked Estep 
Score: -11062823.000000 Penalty: 3389.347656
	Iteration 18Q: 3 clusters Score -1.106282e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35748 members 
Mstep: Class 2 contains 52591 members 
Entering Unmasked Estep 
Score: -11063035.000000 Penalty: 3389.347656
	Iteration 19Q: 3 clusters Score -1.106304e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37525 members 
Mstep: Class 2 contains 50814 members 
Entering Unmasked Estep 
Score: -11063245.000000 Penalty: 3389.347656
	Iteration 20F: 3 clusters Score -1.106324e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39706 members 
Mstep: Class 2 contains 48633 members 
Entering Unmasked Estep 
Score: -11063506.000000 Penalty: 3389.347656
	Iteration 21Q: 3 clusters Score -1.106351e+07 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42208 members 
Mstep: Class 2 contains 46131 members 
Entering Unmasked Estep 
Score: -11063929.000000 Penalty: 3389.347656
	Iteration 22Q: 3 clusters Score -1.106393e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45048 members 
Mstep: Class 2 contains 43291 members 
Entering Unmasked Estep 
Score: -11064247.000000 Penalty: 3389.347656
	Iteration 23Q: 3 clusters Score -1.106425e+07 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47993 members 
Mstep: Class 2 contains 40346 members 
Entering Unmasked Estep 
Score: -11064545.000000 Penalty: 3389.347656
	Iteration 24Q: 3 clusters Score -1.106454e+07 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50999 members 
Mstep: Class 2 contains 37340 members 
Entering Unmasked Estep 
Score: -11064821.000000 Penalty: 3389.347656
	Iteration 25Q: 3 clusters Score -1.106482e+07 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53786 members 
Mstep: Class 2 contains 34553 members 
Entering Unmasked Estep 
Score: -11065121.000000 Penalty: 3389.347656
	Iteration 26Q: 3 clusters Score -1.106512e+07 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56469 members 
Mstep: Class 2 contains 31870 members 
Entering Unmasked Estep 
Score: -11065516.000000 Penalty: 3389.347656
	Iteration 27Q: 3 clusters Score -1.106552e+07 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59383 members 
Mstep: Class 2 contains 28956 members 
Entering Unmasked Estep 
Score: -11066091.000000 Penalty: 3389.347656
	Iteration 28Q: 3 clusters Score -1.106609e+07 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62267 members 
Mstep: Class 2 contains 26072 members 
Entering Unmasked Estep 
Score: -11066640.000000 Penalty: 3389.347656
	Iteration 29Q: 3 clusters Score -1.106664e+07 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64857 members 
Mstep: Class 2 contains 23482 members 
Entering Unmasked Estep 
Score: -11067035.000000 Penalty: 3389.347656
	Iteration 30Q: 3 clusters Score -1.106704e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67091 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -11067424.000000 Penalty: 3389.347656
	Iteration 31Q: 3 clusters Score -1.106742e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68935 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -11067633.000000 Penalty: 3389.347656
	Iteration 32Q: 3 clusters Score -1.106763e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70374 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -11067779.000000 Penalty: 3389.347656
	Iteration 33Q: 3 clusters Score -1.106778e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71589 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -11067865.000000 Penalty: 3389.347656
	Iteration 34Q: 3 clusters Score -1.106786e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72702 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -11067863.000000 Penalty: 3389.347656
	Iteration 35Q: 3 clusters Score -1.106786e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73668 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -11067867.000000 Penalty: 3389.347656
	Iteration 36Q: 3 clusters Score -1.106787e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74549 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -11067762.000000 Penalty: 3389.347656
	Iteration 37Q: 3 clusters Score -1.106776e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75421 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -11067693.000000 Penalty: 3389.347656
	Iteration 38Q: 3 clusters Score -1.106769e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76198 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -11067568.000000 Penalty: 3389.347656
	Iteration 39Q: 3 clusters Score -1.106757e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76965 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -11069432.000000 Penalty: 3389.347656
	Iteration 40F: 3 clusters Score -1.106943e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79437 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -11070154.000000 Penalty: 3389.347656
	Iteration 41Q: 3 clusters Score -1.107015e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80949 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -11070107.000000 Penalty: 3389.347656
	Iteration 42Q: 3 clusters Score -1.107011e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81989 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -11069966.000000 Penalty: 3389.347656
	Iteration 43Q: 3 clusters Score -1.106997e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82744 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -11069858.000000 Penalty: 3389.347656
	Iteration 44Q: 3 clusters Score -1.106986e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83334 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -11069669.000000 Penalty: 3389.347656
	Iteration 45Q: 3 clusters Score -1.106967e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83797 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -11069521.000000 Penalty: 3389.347656
	Iteration 46Q: 3 clusters Score -1.106952e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84191 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -11069348.000000 Penalty: 3389.347656
	Iteration 47Q: 3 clusters Score -1.106935e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84527 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -11069222.000000 Penalty: 3389.347656
	Iteration 48Q: 3 clusters Score -1.106922e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84806 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -11069039.000000 Penalty: 3389.347656
	Iteration 49Q: 3 clusters Score -1.106904e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85057 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -11068969.000000 Penalty: 3389.347656
	Iteration 50Q: 3 clusters Score -1.106897e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85282 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -11068873.000000 Penalty: 3389.347656
	Iteration 51Q: 3 clusters Score -1.106887e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85477 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -11068736.000000 Penalty: 3389.347656
	Iteration 52Q: 3 clusters Score -1.106874e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85646 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -11068654.000000 Penalty: 3389.347656
	Iteration 53Q: 3 clusters Score -1.106865e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85787 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -11068622.000000 Penalty: 3389.347656
	Iteration 54Q: 3 clusters Score -1.106862e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85898 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -11068555.000000 Penalty: 3389.347656
	Iteration 55Q: 3 clusters Score -1.106856e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86011 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -11068489.000000 Penalty: 3389.347656
	Iteration 56Q: 3 clusters Score -1.106849e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86105 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -11068466.000000 Penalty: 3389.347656
	Iteration 57Q: 3 clusters Score -1.106847e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86189 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -11068448.000000 Penalty: 3389.347656
	Iteration 58Q: 3 clusters Score -1.106845e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86260 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -11068418.000000 Penalty: 3389.347656
	Iteration 59Q: 3 clusters Score -1.106842e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86344 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -11068407.000000 Penalty: 3389.347656
	Iteration 60F: 3 clusters Score -1.106841e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86431 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -11068373.000000 Penalty: 3389.347656
	Iteration 61Q: 3 clusters Score -1.106837e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86521 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -11068371.000000 Penalty: 3389.347656
	Iteration 62Q: 3 clusters Score -1.106837e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86592 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -11068368.000000 Penalty: 3389.347656
	Iteration 63Q: 3 clusters Score -1.106837e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86659 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -11068334.000000 Penalty: 3389.347656
	Iteration 64Q: 3 clusters Score -1.106833e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86722 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -11068323.000000 Penalty: 3389.347656
	Iteration 65Q: 3 clusters Score -1.106832e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86774 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -11068307.000000 Penalty: 3389.347656
	Iteration 66Q: 3 clusters Score -1.106831e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86831 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -11068306.000000 Penalty: 3389.347656
	Iteration 67Q: 3 clusters Score -1.106831e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86888 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -11068284.000000 Penalty: 3389.347656
	Iteration 68Q: 3 clusters Score -1.106828e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86935 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -11068261.000000 Penalty: 3389.347656
	Iteration 69Q: 3 clusters Score -1.106826e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86992 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -11068237.000000 Penalty: 3389.347656
	Iteration 70Q: 3 clusters Score -1.106824e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87048 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -11068210.000000 Penalty: 3389.347656
	Iteration 71Q: 3 clusters Score -1.106821e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87094 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -11068231.000000 Penalty: 3389.347656
	Iteration 72Q: 3 clusters Score -1.106823e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87129 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -11068212.000000 Penalty: 3389.347656
	Iteration 73Q: 3 clusters Score -1.106821e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87167 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -11068172.000000 Penalty: 3389.347656
	Iteration 74Q: 3 clusters Score -1.106817e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87203 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -11068154.000000 Penalty: 3389.347656
	Iteration 75Q: 3 clusters Score -1.106815e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87240 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -11068152.000000 Penalty: 3389.347656
	Iteration 76Q: 3 clusters Score -1.106815e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87264 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -11068143.000000 Penalty: 3389.347656
	Iteration 77Q: 3 clusters Score -1.106814e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87288 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -11068129.000000 Penalty: 3389.347656
	Iteration 78Q: 3 clusters Score -1.106813e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87312 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -11068122.000000 Penalty: 3389.347656
	Iteration 79Q: 3 clusters Score -1.106812e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87332 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -11068123.000000 Penalty: 3389.347656
	Iteration 80F: 3 clusters Score -1.106812e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87348 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -11068107.000000 Penalty: 3389.347656
	Iteration 81Q: 3 clusters Score -1.106811e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87371 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -11068109.000000 Penalty: 3389.347656
	Iteration 82Q: 3 clusters Score -1.106811e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87394 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -11068115.000000 Penalty: 3389.347656
	Iteration 83Q: 3 clusters Score -1.106812e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87415 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -11068105.000000 Penalty: 3389.347656
	Iteration 84Q: 3 clusters Score -1.10681e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87434 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -11068090.000000 Penalty: 3389.347656
	Iteration 85Q: 3 clusters Score -1.106809e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87444 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -11068092.000000 Penalty: 3389.347656
	Iteration 86Q: 3 clusters Score -1.106809e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87451 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -11068093.000000 Penalty: 3389.347656
	Iteration 87Q: 3 clusters Score -1.106809e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87456 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -11068095.000000 Penalty: 3389.347656
	Iteration 88Q: 3 clusters Score -1.10681e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87463 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -11068090.000000 Penalty: 3389.347656
	Iteration 89Q: 3 clusters Score -1.106809e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87469 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -11068096.000000 Penalty: 3389.347656
	Iteration 90Q: 3 clusters Score -1.10681e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87470 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -11068099.000000 Penalty: 3389.347656
	Iteration 91Q: 3 clusters Score -1.10681e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87472 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -11068099.000000 Penalty: 3389.347656
	Iteration 92Q: 3 clusters Score -1.10681e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87472 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -11068099.000000 Penalty: 3389.347656
	Iteration 93F: 3 clusters Score -1.10681e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Entering Unmasked Estep 
Score: -1138129.000000 Penalty: 1361.053955
	Iteration 0F: 2 clusters Score -1138129 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1131720.625000 Penalty: 2722.107910
	Iteration 0F: 3 clusters Score -1131721 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1133980.125000 Penalty: 2722.107910
	Iteration 1F: 3 clusters Score -1133980 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1134436.375000 Penalty: 2722.107910
	Iteration 2F: 3 clusters Score -1134436 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1134810.875000 Penalty: 2722.107910
	Iteration 3F: 3 clusters Score -1134811 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1135129.875000 Penalty: 2722.107910
	Iteration 4F: 3 clusters Score -1135130 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1135419.250000 Penalty: 2722.107910
	Iteration 5F: 3 clusters Score -1135419 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1135684.375000 Penalty: 2722.107910
	Iteration 6Q: 3 clusters Score -1135684 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1135938.250000 Penalty: 2722.107910
	Iteration 7Q: 3 clusters Score -1135938 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1136207.125000 Penalty: 2722.107910
	Iteration 8Q: 3 clusters Score -1136207 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1136435.750000 Penalty: 2722.107910
	Iteration 9Q: 3 clusters Score -1136436 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1136648.875000 Penalty: 2722.107910
	Iteration 10Q: 3 clusters Score -1136649 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1136811.000000 Penalty: 2722.107910
	Iteration 11Q: 3 clusters Score -1136811 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1136903.000000 Penalty: 2722.107910
	Iteration 12Q: 3 clusters Score -1136903 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1136969.875000 Penalty: 2722.107910
	Iteration 13Q: 3 clusters Score -1136970 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1137014.125000 Penalty: 2722.107910
	Iteration 14Q: 3 clusters Score -1137014 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1137038.000000 Penalty: 2722.107910
	Iteration 15Q: 3 clusters Score -1137038 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1137055.625000 Penalty: 2722.107910
	Iteration 16Q: 3 clusters Score -1137056 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1137068.500000 Penalty: 2722.107910
	Iteration 17Q: 3 clusters Score -1137068 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1137082.000000 Penalty: 2722.107910
	Iteration 18Q: 3 clusters Score -1137082 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1137097.250000 Penalty: 2722.107910
	Iteration 19Q: 3 clusters Score -1137097 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1137108.125000 Penalty: 2722.107910
	Iteration 20F: 3 clusters Score -1137108 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1137117.875000 Penalty: 2722.107910
	Iteration 21Q: 3 clusters Score -1137118 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1137124.500000 Penalty: 2722.107910
	Iteration 22Q: 3 clusters Score -1137124 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1137136.875000 Penalty: 2722.107910
	Iteration 23Q: 3 clusters Score -1137137 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1137145.250000 Penalty: 2722.107910
	Iteration 24Q: 3 clusters Score -1137145 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1137158.000000 Penalty: 2722.107910
	Iteration 25Q: 3 clusters Score -1137158 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1137176.125000 Penalty: 2722.107910
	Iteration 26Q: 3 clusters Score -1137176 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1137186.125000 Penalty: 2722.107910
	Iteration 27Q: 3 clusters Score -1137186 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1137195.000000 Penalty: 2722.107910
	Iteration 28Q: 3 clusters Score -1137195 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1137199.875000 Penalty: 2722.107910
	Iteration 29Q: 3 clusters Score -1137200 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1137205.750000 Penalty: 2722.107910
	Iteration 30Q: 3 clusters Score -1137206 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1137211.125000 Penalty: 2722.107910
	Iteration 31Q: 3 clusters Score -1137211 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1137215.250000 Penalty: 2722.107910
	Iteration 32Q: 3 clusters Score -1137215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1137216.375000 Penalty: 2722.107910
	Iteration 33Q: 3 clusters Score -1137216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1137219.750000 Penalty: 2722.107910
	Iteration 34Q: 3 clusters Score -1137220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1137221.375000 Penalty: 2722.107910
	Iteration 35Q: 3 clusters Score -1137221 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1137224.125000 Penalty: 2722.107910
	Iteration 36Q: 3 clusters Score -1137224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1137227.500000 Penalty: 2722.107910
	Iteration 37Q: 3 clusters Score -1137228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1137234.750000 Penalty: 2722.107910
	Iteration 38Q: 3 clusters Score -1137235 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1137238.750000 Penalty: 2722.107910
	Iteration 39Q: 3 clusters Score -1137239 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1137244.750000 Penalty: 2722.107910
	Iteration 40F: 3 clusters Score -1137245 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1137248.500000 Penalty: 2722.107910
	Iteration 41Q: 3 clusters Score -1137248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1137252.750000 Penalty: 2722.107910
	Iteration 42Q: 3 clusters Score -1137253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1137253.625000 Penalty: 2722.107910
	Iteration 43Q: 3 clusters Score -1137254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1137254.000000 Penalty: 2722.107910
	Iteration 44Q: 3 clusters Score -1137254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1137256.500000 Penalty: 2722.107910
	Iteration 45Q: 3 clusters Score -1137256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1137256.500000 Penalty: 2722.107910
	Iteration 46F: 3 clusters Score -1137256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Entering Unmasked Estep 
Score: -459621.343750 Penalty: 1232.320557
	Iteration 0F: 2 clusters Score -459621.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -456542.625000 Penalty: 2464.641113
	Iteration 0F: 3 clusters Score -456542.6 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -457417.812500 Penalty: 2464.641113
	Iteration 1F: 3 clusters Score -457417.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -457631.750000 Penalty: 2464.641113
	Iteration 2F: 3 clusters Score -457631.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -457800.125000 Penalty: 2464.641113
	Iteration 3F: 3 clusters Score -457800.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -457953.093750 Penalty: 2464.641113
	Iteration 4Q: 3 clusters Score -457953.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -458146.875000 Penalty: 2464.641113
	Iteration 5Q: 3 clusters Score -458146.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -458326.718750 Penalty: 2464.641113
	Iteration 6Q: 3 clusters Score -458326.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -458510.343750 Penalty: 2464.641113
	Iteration 7Q: 3 clusters Score -458510.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -458647.218750 Penalty: 2464.641113
	Iteration 8Q: 3 clusters Score -458647.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -458777.125000 Penalty: 2464.641113
	Iteration 9Q: 3 clusters Score -458777.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -458899.593750 Penalty: 2464.641113
	Iteration 10Q: 3 clusters Score -458899.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -459001.218750 Penalty: 2464.641113
	Iteration 11Q: 3 clusters Score -459001.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -459073.343750 Penalty: 2464.641113
	Iteration 12Q: 3 clusters Score -459073.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -459145.093750 Penalty: 2464.641113
	Iteration 13Q: 3 clusters Score -459145.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -459204.031250 Penalty: 2464.641113
	Iteration 14Q: 3 clusters Score -459204 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -459259.687500 Penalty: 2464.641113
	Iteration 15Q: 3 clusters Score -459259.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -459311.125000 Penalty: 2464.641113
	Iteration 16Q: 3 clusters Score -459311.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -459349.343750 Penalty: 2464.641113
	Iteration 17Q: 3 clusters Score -459349.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -459377.000000 Penalty: 2464.641113
	Iteration 18Q: 3 clusters Score -459377 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -459396.250000 Penalty: 2464.641113
	Iteration 19Q: 3 clusters Score -459396.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -459403.687500 Penalty: 2464.641113
	Iteration 20F: 3 clusters Score -459403.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -459409.093750 Penalty: 2464.641113
	Iteration 21Q: 3 clusters Score -459409.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -459416.062500 Penalty: 2464.641113
	Iteration 22Q: 3 clusters Score -459416.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -459422.187500 Penalty: 2464.641113
	Iteration 23Q: 3 clusters Score -459422.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -459427.875000 Penalty: 2464.641113
	Iteration 24Q: 3 clusters Score -459427.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -459434.156250 Penalty: 2464.641113
	Iteration 25Q: 3 clusters Score -459434.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -459436.750000 Penalty: 2464.641113
	Iteration 26Q: 3 clusters Score -459436.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -459439.187500 Penalty: 2464.641113
	Iteration 27Q: 3 clusters Score -459439.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -459442.062500 Penalty: 2464.641113
	Iteration 28Q: 3 clusters Score -459442.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -459444.437500 Penalty: 2464.641113
	Iteration 29Q: 3 clusters Score -459444.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -459447.312500 Penalty: 2464.641113
	Iteration 30Q: 3 clusters Score -459447.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -459447.531250 Penalty: 2464.641113
	Iteration 31Q: 3 clusters Score -459447.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -459447.906250 Penalty: 2464.641113
	Iteration 32Q: 3 clusters Score -459447.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -459448.281250 Penalty: 2464.641113
	Iteration 33Q: 3 clusters Score -459448.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -459448.281250 Penalty: 2464.641113
	Iteration 34F: 3 clusters Score -459448.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Entering Unmasked Estep 
Score: -11582.813477 Penalty: 720.815063
	Iteration 0F: 2 clusters Score -11582.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -11195.799805 Penalty: 1441.630127
	Iteration 0F: 3 clusters Score -11195.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -11232.676758 Penalty: 1441.630127
	Iteration 1Q: 3 clusters Score -11232.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -11247.308594 Penalty: 1441.630127
	Iteration 2Q: 3 clusters Score -11247.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -11247.308594 Penalty: 1441.630127
	Iteration 3F: 3 clusters Score -11247.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Entering Unmasked Estep 
Score: -900386.250000 Penalty: 1319.954590
	Iteration 0F: 2 clusters Score -900386.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -895358.187500 Penalty: 2639.909180
	Iteration 0F: 3 clusters Score -895358.2 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -896875.625000 Penalty: 2639.909180
	Iteration 1F: 3 clusters Score -896875.6 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -897129.750000 Penalty: 2639.909180
	Iteration 2F: 3 clusters Score -897129.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -897291.500000 Penalty: 2639.909180
	Iteration 3F: 3 clusters Score -897291.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -897402.062500 Penalty: 2639.909180
	Iteration 4Q: 3 clusters Score -897402.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -897483.187500 Penalty: 2639.909180
	Iteration 5Q: 3 clusters Score -897483.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -897564.375000 Penalty: 2639.909180
	Iteration 6Q: 3 clusters Score -897564.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -897629.125000 Penalty: 2639.909180
	Iteration 7Q: 3 clusters Score -897629.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -897682.625000 Penalty: 2639.909180
	Iteration 8Q: 3 clusters Score -897682.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -897724.125000 Penalty: 2639.909180
	Iteration 9Q: 3 clusters Score -897724.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -897772.000000 Penalty: 2639.909180
	Iteration 10Q: 3 clusters Score -897772 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -897818.000000 Penalty: 2639.909180
	Iteration 11Q: 3 clusters Score -897818 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -897858.500000 Penalty: 2639.909180
	Iteration 12Q: 3 clusters Score -897858.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -897896.375000 Penalty: 2639.909180
	Iteration 13Q: 3 clusters Score -897896.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -897941.937500 Penalty: 2639.909180
	Iteration 14Q: 3 clusters Score -897941.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -898007.875000 Penalty: 2639.909180
	Iteration 15Q: 3 clusters Score -898007.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -898095.625000 Penalty: 2639.909180
	Iteration 16Q: 3 clusters Score -898095.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -898177.937500 Penalty: 2639.909180
	Iteration 17Q: 3 clusters Score -898177.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -898283.437500 Penalty: 2639.909180
	Iteration 18Q: 3 clusters Score -898283.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -898371.750000 Penalty: 2639.909180
	Iteration 19Q: 3 clusters Score -898371.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -898450.562500 Penalty: 2639.909180
	Iteration 20F: 3 clusters Score -898450.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -898544.562500 Penalty: 2639.909180
	Iteration 21Q: 3 clusters Score -898544.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -898643.000000 Penalty: 2639.909180
	Iteration 22Q: 3 clusters Score -898643 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -898746.937500 Penalty: 2639.909180
	Iteration 23Q: 3 clusters Score -898746.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -898848.625000 Penalty: 2639.909180
	Iteration 24Q: 3 clusters Score -898848.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -898931.375000 Penalty: 2639.909180
	Iteration 25Q: 3 clusters Score -898931.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -899001.750000 Penalty: 2639.909180
	Iteration 26Q: 3 clusters Score -899001.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -899061.562500 Penalty: 2639.909180
	Iteration 27Q: 3 clusters Score -899061.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -899118.937500 Penalty: 2639.909180
	Iteration 28Q: 3 clusters Score -899118.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -899156.250000 Penalty: 2639.909180
	Iteration 29Q: 3 clusters Score -899156.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -899189.562500 Penalty: 2639.909180
	Iteration 30Q: 3 clusters Score -899189.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -899217.187500 Penalty: 2639.909180
	Iteration 31Q: 3 clusters Score -899217.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -899241.062500 Penalty: 2639.909180
	Iteration 32Q: 3 clusters Score -899241.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -899260.000000 Penalty: 2639.909180
	Iteration 33Q: 3 clusters Score -899260 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -899280.500000 Penalty: 2639.909180
	Iteration 34Q: 3 clusters Score -899280.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -899294.375000 Penalty: 2639.909180
	Iteration 35Q: 3 clusters Score -899294.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -899307.125000 Penalty: 2639.909180
	Iteration 36Q: 3 clusters Score -899307.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -899317.687500 Penalty: 2639.909180
	Iteration 37Q: 3 clusters Score -899317.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -899321.000000 Penalty: 2639.909180
	Iteration 38Q: 3 clusters Score -899321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -899325.625000 Penalty: 2639.909180
	Iteration 39Q: 3 clusters Score -899325.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -899326.500000 Penalty: 2639.909180
	Iteration 40F: 3 clusters Score -899326.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -899334.000000 Penalty: 2639.909180
	Iteration 41Q: 3 clusters Score -899334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -899337.000000 Penalty: 2639.909180
	Iteration 42Q: 3 clusters Score -899337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -899339.562500 Penalty: 2639.909180
	Iteration 43Q: 3 clusters Score -899339.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -899341.250000 Penalty: 2639.909180
	Iteration 44Q: 3 clusters Score -899341.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -899342.187500 Penalty: 2639.909180
	Iteration 45Q: 3 clusters Score -899342.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -899347.562500 Penalty: 2639.909180
	Iteration 46Q: 3 clusters Score -899347.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -899351.250000 Penalty: 2639.909180
	Iteration 47Q: 3 clusters Score -899351.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -899351.750000 Penalty: 2639.909180
	Iteration 48Q: 3 clusters Score -899351.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -899354.500000 Penalty: 2639.909180
	Iteration 49Q: 3 clusters Score -899354.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -899354.812500 Penalty: 2639.909180
	Iteration 50Q: 3 clusters Score -899354.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -899354.062500 Penalty: 2639.909180
	Iteration 51Q: 3 clusters Score -899354.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -899354.062500 Penalty: 2639.909180
	Iteration 52F: 3 clusters Score -899354.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Entering Unmasked Estep 
Score: -1199129.375000 Penalty: 1369.782715
	Iteration 0F: 2 clusters Score -1199129 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1192429.500000 Penalty: 2739.565430
	Iteration 0F: 3 clusters Score -1192430 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1194758.125000 Penalty: 2739.565430
	Iteration 1F: 3 clusters Score -1194758 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1195244.375000 Penalty: 2739.565430
	Iteration 2F: 3 clusters Score -1195244 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1195687.125000 Penalty: 2739.565430
	Iteration 3F: 3 clusters Score -1195687 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1196127.000000 Penalty: 2739.565430
	Iteration 4F: 3 clusters Score -1196127 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1196600.500000 Penalty: 2739.565430
	Iteration 5F: 3 clusters Score -1196600 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1197053.125000 Penalty: 2739.565430
	Iteration 6F: 3 clusters Score -1197053 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1197458.875000 Penalty: 2739.565430
	Iteration 7F: 3 clusters Score -1197459 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1197820.000000 Penalty: 2739.565430
	Iteration 8Q: 3 clusters Score -1197820 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1198086.125000 Penalty: 2739.565430
	Iteration 9Q: 3 clusters Score -1198086 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1198263.750000 Penalty: 2739.565430
	Iteration 10Q: 3 clusters Score -1198264 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1198387.125000 Penalty: 2739.565430
	Iteration 11Q: 3 clusters Score -1198387 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1198456.875000 Penalty: 2739.565430
	Iteration 12Q: 3 clusters Score -1198457 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1198498.250000 Penalty: 2739.565430
	Iteration 13Q: 3 clusters Score -1198498 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1198536.250000 Penalty: 2739.565430
	Iteration 14Q: 3 clusters Score -1198536 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1198560.625000 Penalty: 2739.565430
	Iteration 15Q: 3 clusters Score -1198561 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1198580.750000 Penalty: 2739.565430
	Iteration 16Q: 3 clusters Score -1198581 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1198595.000000 Penalty: 2739.565430
	Iteration 17Q: 3 clusters Score -1198595 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1198605.875000 Penalty: 2739.565430
	Iteration 18Q: 3 clusters Score -1198606 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1198613.125000 Penalty: 2739.565430
	Iteration 19Q: 3 clusters Score -1198613 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1198621.000000 Penalty: 2739.565430
	Iteration 20F: 3 clusters Score -1198621 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1198620.625000 Penalty: 2739.565430
	Iteration 21Q: 3 clusters Score -1198621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1198623.500000 Penalty: 2739.565430
	Iteration 22Q: 3 clusters Score -1198624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1198621.875000 Penalty: 2739.565430
	Iteration 23Q: 3 clusters Score -1198622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1198620.625000 Penalty: 2739.565430
	Iteration 24Q: 3 clusters Score -1198621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1198622.500000 Penalty: 2739.565430
	Iteration 25Q: 3 clusters Score -1198622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1198624.500000 Penalty: 2739.565430
	Iteration 26Q: 3 clusters Score -1198624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1198625.125000 Penalty: 2739.565430
	Iteration 27Q: 3 clusters Score -1198625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1198625.750000 Penalty: 2739.565430
	Iteration 28Q: 3 clusters Score -1198626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1198630.875000 Penalty: 2739.565430
	Iteration 29Q: 3 clusters Score -1198631 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1198632.750000 Penalty: 2739.565430
	Iteration 30Q: 3 clusters Score -1198633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1198635.000000 Penalty: 2739.565430
	Iteration 31Q: 3 clusters Score -1198635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1198637.000000 Penalty: 2739.565430
	Iteration 32Q: 3 clusters Score -1198637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1198634.125000 Penalty: 2739.565430
	Iteration 33Q: 3 clusters Score -1198634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1198634.375000 Penalty: 2739.565430
	Iteration 34Q: 3 clusters Score -1198634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1198635.500000 Penalty: 2739.565430
	Iteration 35Q: 3 clusters Score -1198636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1198636.250000 Penalty: 2739.565430
	Iteration 36Q: 3 clusters Score -1198636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1198637.125000 Penalty: 2739.565430
	Iteration 37Q: 3 clusters Score -1198637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1198636.500000 Penalty: 2739.565430
	Iteration 38Q: 3 clusters Score -1198636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1198636.125000 Penalty: 2739.565430
	Iteration 39Q: 3 clusters Score -1198636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1198636.125000 Penalty: 2739.565430
	Iteration 40F: 3 clusters Score -1198636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Entering Unmasked Estep 
Score: -48821.343750 Penalty: 965.140747
	Iteration 0F: 2 clusters Score -48821.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -48000.277344 Penalty: 1930.281494
	Iteration 0F: 3 clusters Score -48000.28 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -48662.582031 Penalty: 1930.281494
	Iteration 1F: 3 clusters Score -48662.58 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -48967.101562 Penalty: 1930.281494
	Iteration 2F: 3 clusters Score -48967.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -49228.046875 Penalty: 1930.281494
	Iteration 3F: 3 clusters Score -49228.05 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -49382.007812 Penalty: 1930.281494
	Iteration 4F: 3 clusters Score -49382.01 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -49460.066406 Penalty: 1930.281494
	Iteration 5Q: 3 clusters Score -49460.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -49508.207031 Penalty: 1930.281494
	Iteration 6Q: 3 clusters Score -49508.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -49551.121094 Penalty: 1930.281494
	Iteration 7Q: 3 clusters Score -49551.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -49576.066406 Penalty: 1930.281494
	Iteration 8Q: 3 clusters Score -49576.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -49618.378906 Penalty: 1930.281494
	Iteration 9Q: 3 clusters Score -49618.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -49655.902344 Penalty: 1930.281494
	Iteration 10Q: 3 clusters Score -49655.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -49700.554688 Penalty: 1930.281494
	Iteration 11Q: 3 clusters Score -49700.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -49730.972656 Penalty: 1930.281494
	Iteration 12Q: 3 clusters Score -49730.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -49797.417969 Penalty: 1930.281494
	Iteration 13Q: 3 clusters Score -49797.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -49865.792969 Penalty: 1930.281494
	Iteration 14Q: 3 clusters Score -49865.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -49924.769531 Penalty: 1930.281494
	Iteration 15Q: 3 clusters Score -49924.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -49926.207031 Penalty: 1930.281494
	Iteration 16Q: 3 clusters Score -49926.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -49926.207031 Penalty: 1930.281494
	Iteration 17F: 3 clusters Score -49926.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 551 members 
Mstep: Class 3 contains 6670 members 
Mstep: Class 4 contains 2829 members 
Mstep: Class 5 contains 58328 members 
Mstep: Class 6 contains 63209 members 
Mstep: Class 7 contains 29230 members 
Mstep: Class 8 contains 11828 members 
Mstep: Class 9 contains 88339 members 
Mstep: Class 10 contains 9385 members 
Mstep: Class 11 contains 3951 members 
Mstep: Class 12 contains 127 members 
Mstep: Class 13 contains 7120 members 
Mstep: Class 14 contains 9952 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 54683 members 
Mstep: Class 17 contains 28159 members 
Mstep: Class 18 contains 42453 members 
Mstep: Class 19 contains 33030 members 
Mstep: Class 20 contains 1658 members 
Mstep: Class 21 contains 90482 members 
Mstep: Class 22 contains 10083 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5763 members 
Mstep: Class 25 contains 5116 members 
Mstep: Class 26 contains 5478 members 
Mstep: Class 27 contains 978 members 
Mstep: Class 28 contains 39889 members 
Mstep: Class 29 contains 5062 members 
Mstep: Class 30 contains 22216 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 2800 members 
Mstep: Class 33 contains 21118 members 
Mstep: Class 34 contains 271 members 
Entering Unmasked Estep 
Score: -80946272.000000 Penalty: 67845.960938
Splitting cluster 15 changes total score from -80946072.000000 to -80946272.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 16 (54683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54683 members 
Entering Unmasked Estep 
Score: -6865201.500000 Penalty: 1623.305176
	Iteration 0F: 2 clusters Score -6865202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27432 members 
Mstep: Class 2 contains 27251 members 
Entering Unmasked Estep 
Score: -6830710.500000 Penalty: 3246.610352
	Iteration 0F: 3 clusters Score -6830710 nChanged 25309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27973 members 
Mstep: Class 2 contains 26710 members 
Entering Unmasked Estep 
Score: -6845121.500000 Penalty: 3246.610352
	Iteration 1F: 3 clusters Score -6845122 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28495 members 
Mstep: Class 2 contains 26188 members 
Entering Unmasked Estep 
Score: -6845898.000000 Penalty: 3246.610352
	Iteration 2Q: 3 clusters Score -6845898 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29240 members 
Mstep: Class 2 contains 25443 members 
Entering Unmasked Estep 
Score: -6846792.000000 Penalty: 3246.610352
	Iteration 3Q: 3 clusters Score -6846792 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30301 members 
Mstep: Class 2 contains 24382 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 31656 members 
Mstep: Class 2 contains 23027 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 33405 members 
Mstep: Class 2 contains 21278 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 35541 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38063 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -6853398 nChanged 2922
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Mstep: Class 1 contains 40773 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -6855205 nChanged 2975
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Mstep: Class 1 contains 43638 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -6857231 nChanged 2660
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Mstep: Class 1 contains 46246 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -6859392 nChanged 2097
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Mstep: Class 1 contains 48287 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -6861500 nChanged 1354
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Mstep: Class 1 contains 49429 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -6862740 nChanged 983
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Mstep: Class 1 contains 49984 members 
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Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -6863276 nChanged 715
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Mstep: Class 1 contains 50319 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -6863596 nChanged 575
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Mstep: Class 1 contains 50484 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -6863808 nChanged 521
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Mstep: Class 1 contains 50557 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -6863979 nChanged 432
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Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -6864104 nChanged 349
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Mstep: Class 1 contains 50518 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -6864196 nChanged 311
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Mstep: Class 1 contains 50469 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -6864288 nChanged 242
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Mstep: Class 1 contains 50447 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -6864340 nChanged 209
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Mstep: Class 1 contains 50414 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -6864361 nChanged 206
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Mstep: Class 1 contains 50378 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -6864410 nChanged 197
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Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -6864435 nChanged 191
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Mstep: Class 1 contains 50276 members 
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Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -6864478 nChanged 179
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Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -6864479 nChanged 175
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Mstep: Class 1 contains 50184 members 
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Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -6864512 nChanged 162
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Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -6864556 nChanged 158
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Mstep: Class 1 contains 50056 members 
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Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -6864569 nChanged 166
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	Iteration 30Q: 3 clusters Score -6864604 nChanged 129
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Mstep: Class 1 contains 49915 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 49872 members 
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Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -6864652 nChanged 110
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Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -6864667 nChanged 102
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Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6864687 nChanged 108
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Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6864717 nChanged 100
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Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6864753 nChanged 80
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Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6864759 nChanged 79
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Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6864762 nChanged 61
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Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6864756 nChanged 54
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Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6864752 nChanged 48
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Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6864771 nChanged 37
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Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6864768 nChanged 33
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Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6864772 nChanged 35
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	Iteration 44Q: 3 clusters Score -6864780 nChanged 41
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6864796 nChanged 41
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	Iteration 46Q: 3 clusters Score -6864794 nChanged 44
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Mstep: Class 1 contains 49325 members 
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6864800 nChanged 40
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	Iteration 48Q: 3 clusters Score -6864789 nChanged 36
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6864798 nChanged 28
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Mstep: Class 1 contains 49263 members 
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6864806 nChanged 20
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Mstep: Class 1 contains 49247 members 
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6864804 nChanged 16
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6864809 nChanged 18
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6864812 nChanged 23
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6864816 nChanged 25
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6864825 nChanged 18
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	Iteration 56Q: 3 clusters Score -6864820 nChanged 20
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	Iteration 57Q: 3 clusters Score -6864816 nChanged 26
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6864816 nChanged 23
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6864820 nChanged 22
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6864827 nChanged 19
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	Iteration 61Q: 3 clusters Score -6864830 nChanged 22
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	Iteration 62Q: 3 clusters Score -6864826 nChanged 10
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6864829 nChanged 10
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	Iteration 64Q: 3 clusters Score -6864842 nChanged 10
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	Iteration 65Q: 3 clusters Score -6864839 nChanged 6
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	Iteration 66Q: 3 clusters Score -6864834 nChanged 14
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	Iteration 67Q: 3 clusters Score -6864840 nChanged 13
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	Iteration 68Q: 3 clusters Score -6864840 nChanged 15
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	Iteration 69Q: 3 clusters Score -6864840 nChanged 6
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6864842 nChanged 13
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	Iteration 71Q: 3 clusters Score -6864858 nChanged 10
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	Iteration 72Q: 3 clusters Score -6864850 nChanged 9
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	Iteration 73Q: 3 clusters Score -6864852 nChanged 5
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	Iteration 74Q: 3 clusters Score -6864855 nChanged 3
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	Iteration 75Q: 3 clusters Score -6864853 nChanged 8
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	Iteration 76Q: 3 clusters Score -6864854 nChanged 9
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	Iteration 77Q: 3 clusters Score -6864844 nChanged 12
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	Iteration 78Q: 3 clusters Score -6864846 nChanged 9
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	Iteration 79Q: 3 clusters Score -6864849 nChanged 6
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	Iteration 80F: 3 clusters Score -6864842 nChanged 5
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	Iteration 81Q: 3 clusters Score -6864850 nChanged 9
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	Iteration 82Q: 3 clusters Score -6864848 nChanged 5
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	Iteration 83Q: 3 clusters Score -6864844 nChanged 5
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	Iteration 84Q: 3 clusters Score -6864848 nChanged 7
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	Iteration 85Q: 3 clusters Score -6864838 nChanged 9
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	Iteration 86Q: 3 clusters Score -6864848 nChanged 12
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	Iteration 87Q: 3 clusters Score -6864842 nChanged 12
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	Iteration 88Q: 3 clusters Score -6864854 nChanged 7
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	Iteration 89Q: 3 clusters Score -6864855 nChanged 5
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	Iteration 90Q: 3 clusters Score -6864856 nChanged 3
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	Iteration 91Q: 3 clusters Score -6864858 nChanged 3
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	Iteration 92Q: 3 clusters Score -6864849 nChanged 7
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	Iteration 93Q: 3 clusters Score -6864847 nChanged 6
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	Iteration 94Q: 3 clusters Score -6864852 nChanged 6
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	Iteration 95Q: 3 clusters Score -6864849 nChanged 9
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	Iteration 96Q: 3 clusters Score -6864854 nChanged 6
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	Iteration 97Q: 3 clusters Score -6864852 nChanged 16
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Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -6864849.000000 Penalty: 3246.610352
	Iteration 98Q: 3 clusters Score -6864849 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48873 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -6864861.000000 Penalty: 3246.610352
	Iteration 99Q: 3 clusters Score -6864861 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48863 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -6864850.000000 Penalty: 3246.610352
	Iteration 100F: 3 clusters Score -6864850 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48851 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -6864853.000000 Penalty: 3246.610352
	Iteration 101Q: 3 clusters Score -6864853 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48834 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -6864863.500000 Penalty: 3246.610352
	Iteration 102Q: 3 clusters Score -6864864 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48820 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -6864864.000000 Penalty: 3246.610352
	Iteration 103Q: 3 clusters Score -6864864 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48807 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -6864871.500000 Penalty: 3246.610352
	Iteration 104Q: 3 clusters Score -6864872 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48795 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -6864874.000000 Penalty: 3246.610352
	Iteration 105Q: 3 clusters Score -6864874 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48782 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -6864875.000000 Penalty: 3246.610352
	Iteration 106Q: 3 clusters Score -6864875 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48770 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -6864878.500000 Penalty: 3246.610352
	Iteration 107Q: 3 clusters Score -6864878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48755 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -6864880.500000 Penalty: 3246.610352
	Iteration 108Q: 3 clusters Score -6864880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48745 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -6864892.000000 Penalty: 3246.610352
	Iteration 109Q: 3 clusters Score -6864892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48737 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -6864896.000000 Penalty: 3246.610352
	Iteration 110Q: 3 clusters Score -6864896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48728 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -6864898.000000 Penalty: 3246.610352
	Iteration 111Q: 3 clusters Score -6864898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48720 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -6864890.500000 Penalty: 3246.610352
	Iteration 112Q: 3 clusters Score -6864890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48711 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -6864905.500000 Penalty: 3246.610352
	Iteration 113Q: 3 clusters Score -6864906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48703 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -6864913.000000 Penalty: 3246.610352
	Iteration 114Q: 3 clusters Score -6864913 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48694 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -6864900.000000 Penalty: 3246.610352
	Iteration 115Q: 3 clusters Score -6864900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48682 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -6864918.000000 Penalty: 3246.610352
	Iteration 116Q: 3 clusters Score -6864918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48671 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -6864921.000000 Penalty: 3246.610352
	Iteration 117Q: 3 clusters Score -6864921 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48660 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -6864913.500000 Penalty: 3246.610352
	Iteration 118Q: 3 clusters Score -6864914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48654 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -6864926.500000 Penalty: 3246.610352
	Iteration 119Q: 3 clusters Score -6864926 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48644 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -6864935.500000 Penalty: 3246.610352
	Iteration 120F: 3 clusters Score -6864936 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48634 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -6864942.500000 Penalty: 3246.610352
	Iteration 121Q: 3 clusters Score -6864942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48627 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -6864942.500000 Penalty: 3246.610352
	Iteration 122Q: 3 clusters Score -6864942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48619 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -6864945.500000 Penalty: 3246.610352
	Iteration 123Q: 3 clusters Score -6864946 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48613 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -6864943.000000 Penalty: 3246.610352
	Iteration 124Q: 3 clusters Score -6864943 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48601 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -6864938.500000 Penalty: 3246.610352
	Iteration 125Q: 3 clusters Score -6864938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48594 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -6864932.500000 Penalty: 3246.610352
	Iteration 126Q: 3 clusters Score -6864932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48590 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -6864934.000000 Penalty: 3246.610352
	Iteration 127Q: 3 clusters Score -6864934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48588 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -6864937.500000 Penalty: 3246.610352
	Iteration 128Q: 3 clusters Score -6864938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48584 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -6864938.500000 Penalty: 3246.610352
	Iteration 129Q: 3 clusters Score -6864938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48581 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -6864934.000000 Penalty: 3246.610352
	Iteration 130Q: 3 clusters Score -6864934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48580 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -6864934.500000 Penalty: 3246.610352
	Iteration 131Q: 3 clusters Score -6864934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48579 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -6864932.500000 Penalty: 3246.610352
	Iteration 132Q: 3 clusters Score -6864932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48577 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -6864931.500000 Penalty: 3246.610352
	Iteration 133Q: 3 clusters Score -6864932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48574 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -6864934.500000 Penalty: 3246.610352
	Iteration 134Q: 3 clusters Score -6864934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48571 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -6864932.000000 Penalty: 3246.610352
	Iteration 135Q: 3 clusters Score -6864932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48571 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -6864932.000000 Penalty: 3246.610352
	Iteration 136F: 3 clusters Score -6864932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (28159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28159 members 
Entering Unmasked Estep 
Score: -3452224.500000 Penalty: 1524.548706
	Iteration 0F: 2 clusters Score -3452224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -3433946.000000 Penalty: 3049.097412
	Iteration 0F: 3 clusters Score -3433946 nChanged 12604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -3440750.500000 Penalty: 3049.097412
	Iteration 1F: 3 clusters Score -3440750 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -3441322.250000 Penalty: 3049.097412
	Iteration 2F: 3 clusters Score -3441322 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -3441926.500000 Penalty: 3049.097412
	Iteration 3F: 3 clusters Score -3441926 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -3442693.000000 Penalty: 3049.097412
	Iteration 4F: 3 clusters Score -3442693 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -3443747.500000 Penalty: 3049.097412
	Iteration 5F: 3 clusters Score -3443748 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -3445069.250000 Penalty: 3049.097412
	Iteration 6F: 3 clusters Score -3445069 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21305 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -3446383.250000 Penalty: 3049.097412
	Iteration 7F: 3 clusters Score -3446383 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -3447478.250000 Penalty: 3049.097412
	Iteration 8F: 3 clusters Score -3447478 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23459 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -3448259.500000 Penalty: 3049.097412
	Iteration 9Q: 3 clusters Score -3448260 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24121 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -3448801.750000 Penalty: 3049.097412
	Iteration 10Q: 3 clusters Score -3448802 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -3449208.500000 Penalty: 3049.097412
	Iteration 11Q: 3 clusters Score -3449208 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25090 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -3449551.250000 Penalty: 3049.097412
	Iteration 12Q: 3 clusters Score -3449551 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25451 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -3449897.000000 Penalty: 3049.097412
	Iteration 13Q: 3 clusters Score -3449897 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25732 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -3450153.000000 Penalty: 3049.097412
	Iteration 14Q: 3 clusters Score -3450153 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25945 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -3450337.750000 Penalty: 3049.097412
	Iteration 15Q: 3 clusters Score -3450338 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26128 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -3450555.000000 Penalty: 3049.097412
	Iteration 16Q: 3 clusters Score -3450555 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26288 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -3450747.000000 Penalty: 3049.097412
	Iteration 17Q: 3 clusters Score -3450747 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26399 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -3450829.500000 Penalty: 3049.097412
	Iteration 18Q: 3 clusters Score -3450830 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26492 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -3450904.500000 Penalty: 3049.097412
	Iteration 19Q: 3 clusters Score -3450904 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26558 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -3450950.250000 Penalty: 3049.097412
	Iteration 20F: 3 clusters Score -3450950 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26614 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -3451008.500000 Penalty: 3049.097412
	Iteration 21Q: 3 clusters Score -3451008 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26656 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -3451025.000000 Penalty: 3049.097412
	Iteration 22Q: 3 clusters Score -3451025 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26686 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -3451055.250000 Penalty: 3049.097412
	Iteration 23Q: 3 clusters Score -3451055 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26719 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -3451066.250000 Penalty: 3049.097412
	Iteration 24Q: 3 clusters Score -3451066 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26745 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -3451083.750000 Penalty: 3049.097412
	Iteration 25Q: 3 clusters Score -3451084 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26766 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -3451087.250000 Penalty: 3049.097412
	Iteration 26Q: 3 clusters Score -3451087 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26786 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -3451099.500000 Penalty: 3049.097412
	Iteration 27Q: 3 clusters Score -3451100 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26805 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -3451110.750000 Penalty: 3049.097412
	Iteration 28Q: 3 clusters Score -3451111 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26824 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -3451120.250000 Penalty: 3049.097412
	Iteration 29Q: 3 clusters Score -3451120 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26840 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -3451132.000000 Penalty: 3049.097412
	Iteration 30Q: 3 clusters Score -3451132 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26854 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -3451134.000000 Penalty: 3049.097412
	Iteration 31Q: 3 clusters Score -3451134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26857 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -3451138.750000 Penalty: 3049.097412
	Iteration 32Q: 3 clusters Score -3451139 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26865 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -3451137.000000 Penalty: 3049.097412
	Iteration 33Q: 3 clusters Score -3451137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26869 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -3451142.750000 Penalty: 3049.097412
	Iteration 34Q: 3 clusters Score -3451143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26872 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -3451138.000000 Penalty: 3049.097412
	Iteration 35Q: 3 clusters Score -3451138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26874 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -3451136.500000 Penalty: 3049.097412
	Iteration 36Q: 3 clusters Score -3451136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26874 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -3451136.500000 Penalty: 3049.097412
	Iteration 37F: 3 clusters Score -3451136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (42453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42453 members 
Entering Unmasked Estep 
Score: -5219787.500000 Penalty: 1585.635498
	Iteration 0F: 2 clusters Score -5219788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21281 members 
Mstep: Class 2 contains 21172 members 
Entering Unmasked Estep 
Score: -5192336.000000 Penalty: 3171.270996
	Iteration 0F: 3 clusters Score -5192336 nChanged 19459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -5203168.500000 Penalty: 3171.270996
	Iteration 1F: 3 clusters Score -5203168 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -5203906.500000 Penalty: 3171.270996
	Iteration 2Q: 3 clusters Score -5203906 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22700 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -5204697.000000 Penalty: 3171.270996
	Iteration 3Q: 3 clusters Score -5204697 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23290 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -5205555.500000 Penalty: 3171.270996
	Iteration 4Q: 3 clusters Score -5205556 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -5206629.000000 Penalty: 3171.270996
	Iteration 5Q: 3 clusters Score -5206629 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24861 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -5207722.500000 Penalty: 3171.270996
	Iteration 6Q: 3 clusters Score -5207722 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25743 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -5208858.500000 Penalty: 3171.270996
	Iteration 7Q: 3 clusters Score -5208858 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26683 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -5210020.500000 Penalty: 3171.270996
	Iteration 8Q: 3 clusters Score -5210020 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27676 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -5211152.000000 Penalty: 3171.270996
	Iteration 9Q: 3 clusters Score -5211152 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28690 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -5212160.000000 Penalty: 3171.270996
	Iteration 10Q: 3 clusters Score -5212160 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29639 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -5212951.000000 Penalty: 3171.270996
	Iteration 11Q: 3 clusters Score -5212951 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30533 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -5213549.000000 Penalty: 3171.270996
	Iteration 12Q: 3 clusters Score -5213549 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31382 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -5213992.500000 Penalty: 3171.270996
	Iteration 13Q: 3 clusters Score -5213992 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32143 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -5214333.000000 Penalty: 3171.270996
	Iteration 14Q: 3 clusters Score -5214333 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32899 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -5214611.000000 Penalty: 3171.270996
	Iteration 15Q: 3 clusters Score -5214611 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33668 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -5214932.000000 Penalty: 3171.270996
	Iteration 16Q: 3 clusters Score -5214932 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34461 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -5215264.500000 Penalty: 3171.270996
	Iteration 17Q: 3 clusters Score -5215264 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35287 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -5215614.000000 Penalty: 3171.270996
	Iteration 18Q: 3 clusters Score -5215614 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36155 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -5216088.000000 Penalty: 3171.270996
	Iteration 19Q: 3 clusters Score -5216088 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36988 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -5216551.500000 Penalty: 3171.270996
	Iteration 20F: 3 clusters Score -5216552 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37756 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -5216991.500000 Penalty: 3171.270996
	Iteration 21Q: 3 clusters Score -5216992 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38414 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -5217354.500000 Penalty: 3171.270996
	Iteration 22Q: 3 clusters Score -5217354 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38990 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -5217670.000000 Penalty: 3171.270996
	Iteration 23Q: 3 clusters Score -5217670 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39430 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -5217904.500000 Penalty: 3171.270996
	Iteration 24Q: 3 clusters Score -5217904 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39785 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -5218097.000000 Penalty: 3171.270996
	Iteration 25Q: 3 clusters Score -5218097 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40078 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -5218207.500000 Penalty: 3171.270996
	Iteration 26Q: 3 clusters Score -5218208 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40294 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -5218303.000000 Penalty: 3171.270996
	Iteration 27Q: 3 clusters Score -5218303 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40468 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -5218367.000000 Penalty: 3171.270996
	Iteration 28Q: 3 clusters Score -5218367 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40607 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -5218423.000000 Penalty: 3171.270996
	Iteration 29Q: 3 clusters Score -5218423 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40737 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -5218478.000000 Penalty: 3171.270996
	Iteration 30Q: 3 clusters Score -5218478 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40834 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -5218525.000000 Penalty: 3171.270996
	Iteration 31Q: 3 clusters Score -5218525 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40918 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -5218567.500000 Penalty: 3171.270996
	Iteration 32Q: 3 clusters Score -5218568 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40989 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -5218593.500000 Penalty: 3171.270996
	Iteration 33Q: 3 clusters Score -5218594 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41055 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -5218643.500000 Penalty: 3171.270996
	Iteration 34Q: 3 clusters Score -5218644 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41113 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -5218649.000000 Penalty: 3171.270996
	Iteration 35Q: 3 clusters Score -5218649 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41153 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -5218665.500000 Penalty: 3171.270996
	Iteration 36Q: 3 clusters Score -5218666 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41185 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -5218670.000000 Penalty: 3171.270996
	Iteration 37Q: 3 clusters Score -5218670 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41218 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -5218687.500000 Penalty: 3171.270996
	Iteration 38Q: 3 clusters Score -5218688 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41241 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -5218702.000000 Penalty: 3171.270996
	Iteration 39Q: 3 clusters Score -5218702 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41258 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -5218712.000000 Penalty: 3171.270996
	Iteration 40F: 3 clusters Score -5218712 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41275 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -5218720.000000 Penalty: 3171.270996
	Iteration 41Q: 3 clusters Score -5218720 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41292 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -5218722.500000 Penalty: 3171.270996
	Iteration 42Q: 3 clusters Score -5218722 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41306 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -5218722.000000 Penalty: 3171.270996
	Iteration 43Q: 3 clusters Score -5218722 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41319 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -5218729.000000 Penalty: 3171.270996
	Iteration 44Q: 3 clusters Score -5218729 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41328 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -5218731.000000 Penalty: 3171.270996
	Iteration 45Q: 3 clusters Score -5218731 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41335 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -5218736.000000 Penalty: 3171.270996
	Iteration 46Q: 3 clusters Score -5218736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41345 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -5218738.000000 Penalty: 3171.270996
	Iteration 47Q: 3 clusters Score -5218738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41350 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -5218741.500000 Penalty: 3171.270996
	Iteration 48Q: 3 clusters Score -5218742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41352 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -5218743.500000 Penalty: 3171.270996
	Iteration 49Q: 3 clusters Score -5218744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41357 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -5218738.000000 Penalty: 3171.270996
	Iteration 50Q: 3 clusters Score -5218738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41362 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -5218740.500000 Penalty: 3171.270996
	Iteration 51Q: 3 clusters Score -5218740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41365 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -5218741.000000 Penalty: 3171.270996
	Iteration 52Q: 3 clusters Score -5218741 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41374 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -5218744.500000 Penalty: 3171.270996
	Iteration 53Q: 3 clusters Score -5218744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41383 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -5218758.000000 Penalty: 3171.270996
	Iteration 54Q: 3 clusters Score -5218758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41388 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -5218755.000000 Penalty: 3171.270996
	Iteration 55Q: 3 clusters Score -5218755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41391 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -5218754.000000 Penalty: 3171.270996
	Iteration 56Q: 3 clusters Score -5218754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41396 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -5218754.000000 Penalty: 3171.270996
	Iteration 57Q: 3 clusters Score -5218754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41400 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -5218765.500000 Penalty: 3171.270996
	Iteration 58Q: 3 clusters Score -5218766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41405 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -5218763.000000 Penalty: 3171.270996
	Iteration 59Q: 3 clusters Score -5218763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41407 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -5218765.500000 Penalty: 3171.270996
	Iteration 60F: 3 clusters Score -5218766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41405 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -5218766.000000 Penalty: 3171.270996
	Iteration 61Q: 3 clusters Score -5218766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41405 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -5218768.500000 Penalty: 3171.270996
	Iteration 62Q: 3 clusters Score -5218768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41406 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -5218775.000000 Penalty: 3171.270996
	Iteration 63Q: 3 clusters Score -5218775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41410 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -5218768.500000 Penalty: 3171.270996
	Iteration 64Q: 3 clusters Score -5218768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41415 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -5218769.500000 Penalty: 3171.270996
	Iteration 65Q: 3 clusters Score -5218770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41417 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -5218771.000000 Penalty: 3171.270996
	Iteration 66Q: 3 clusters Score -5218771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41420 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -5218771.500000 Penalty: 3171.270996
	Iteration 67Q: 3 clusters Score -5218772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41421 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -5218781.000000 Penalty: 3171.270996
	Iteration 68Q: 3 clusters Score -5218781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41423 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -5218777.000000 Penalty: 3171.270996
	Iteration 69Q: 3 clusters Score -5218777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41424 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -5218777.000000 Penalty: 3171.270996
	Iteration 70Q: 3 clusters Score -5218777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41430 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -5218775.000000 Penalty: 3171.270996
	Iteration 71Q: 3 clusters Score -5218775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41435 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -5218781.500000 Penalty: 3171.270996
	Iteration 72Q: 3 clusters Score -5218782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41436 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -5218782.500000 Penalty: 3171.270996
	Iteration 73Q: 3 clusters Score -5218782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41436 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -5218781.500000 Penalty: 3171.270996
	Iteration 74Q: 3 clusters Score -5218782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41436 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -5218781.500000 Penalty: 3171.270996
	Iteration 75F: 3 clusters Score -5218782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (33030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33030 members 
Entering Unmasked Estep 
Score: -4134425.750000 Penalty: 1548.289551
	Iteration 0F: 2 clusters Score -4134426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -4112778.500000 Penalty: 3096.579102
	Iteration 0F: 3 clusters Score -4112778 nChanged 15013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -4120989.750000 Penalty: 3096.579102
	Iteration 1F: 3 clusters Score -4120990 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -4121392.250000 Penalty: 3096.579102
	Iteration 2Q: 3 clusters Score -4121392 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -4121753.000000 Penalty: 3096.579102
	Iteration 3Q: 3 clusters Score -4121753 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -4122018.750000 Penalty: 3096.579102
	Iteration 4Q: 3 clusters Score -4122019 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -4122250.250000 Penalty: 3096.579102
	Iteration 5Q: 3 clusters Score -4122250 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -4122436.250000 Penalty: 3096.579102
	Iteration 6Q: 3 clusters Score -4122436 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -4122620.750000 Penalty: 3096.579102
	Iteration 7Q: 3 clusters Score -4122621 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -4122754.000000 Penalty: 3096.579102
	Iteration 8Q: 3 clusters Score -4122754 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -4122869.250000 Penalty: 3096.579102
	Iteration 9Q: 3 clusters Score -4122869 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -4123008.250000 Penalty: 3096.579102
	Iteration 10Q: 3 clusters Score -4123008 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -4123133.250000 Penalty: 3096.579102
	Iteration 11Q: 3 clusters Score -4123133 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -4123293.750000 Penalty: 3096.579102
	Iteration 12Q: 3 clusters Score -4123294 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -4123519.000000 Penalty: 3096.579102
	Iteration 13Q: 3 clusters Score -4123519 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19957 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -4123805.500000 Penalty: 3096.579102
	Iteration 14Q: 3 clusters Score -4123806 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -4124263.500000 Penalty: 3096.579102
	Iteration 15Q: 3 clusters Score -4124264 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -4124898.000000 Penalty: 3096.579102
	Iteration 16Q: 3 clusters Score -4124898 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23963 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -4125871.000000 Penalty: 3096.579102
	Iteration 17F: 3 clusters Score -4125871 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25917 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -4127236.500000 Penalty: 3096.579102
	Iteration 18F: 3 clusters Score -4127236 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28018 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -4128904.500000 Penalty: 3096.579102
	Iteration 19F: 3 clusters Score -4128904 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29929 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -4130603.250000 Penalty: 3096.579102
	Iteration 20F: 3 clusters Score -4130603 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31276 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -4131787.000000 Penalty: 3096.579102
	Iteration 21Q: 3 clusters Score -4131787 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32035 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -4132445.750000 Penalty: 3096.579102
	Iteration 22Q: 3 clusters Score -4132446 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32395 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -4132780.750000 Penalty: 3096.579102
	Iteration 23Q: 3 clusters Score -4132781 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32558 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -4132950.000000 Penalty: 3096.579102
	Iteration 24Q: 3 clusters Score -4132950 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32623 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -4133048.000000 Penalty: 3096.579102
	Iteration 25Q: 3 clusters Score -4133048 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32669 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -4133142.250000 Penalty: 3096.579102
	Iteration 26Q: 3 clusters Score -4133142 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32692 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -4133238.000000 Penalty: 3096.579102
	Iteration 27Q: 3 clusters Score -4133238 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32694 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -4133286.750000 Penalty: 3096.579102
	Iteration 28Q: 3 clusters Score -4133287 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32690 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -4133316.000000 Penalty: 3096.579102
	Iteration 29Q: 3 clusters Score -4133316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32681 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -4133331.750000 Penalty: 3096.579102
	Iteration 30Q: 3 clusters Score -4133332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32675 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4133339.250000 Penalty: 3096.579102
	Iteration 31Q: 3 clusters Score -4133339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32674 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -4133343.000000 Penalty: 3096.579102
	Iteration 32Q: 3 clusters Score -4133343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32671 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -4133349.750000 Penalty: 3096.579102
	Iteration 33Q: 3 clusters Score -4133350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32667 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -4133348.250000 Penalty: 3096.579102
	Iteration 34Q: 3 clusters Score -4133348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32665 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -4133362.750000 Penalty: 3096.579102
	Iteration 35Q: 3 clusters Score -4133363 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32661 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -4133375.250000 Penalty: 3096.579102
	Iteration 36Q: 3 clusters Score -4133375 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32667 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -4133387.250000 Penalty: 3096.579102
	Iteration 37Q: 3 clusters Score -4133387 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32666 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -4133391.000000 Penalty: 3096.579102
	Iteration 38Q: 3 clusters Score -4133391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32663 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -4133392.000000 Penalty: 3096.579102
	Iteration 39Q: 3 clusters Score -4133392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32665 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -4133393.500000 Penalty: 3096.579102
	Iteration 40F: 3 clusters Score -4133394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32668 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -4133400.250000 Penalty: 3096.579102
	Iteration 41Q: 3 clusters Score -4133400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32668 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -4133400.500000 Penalty: 3096.579102
	Iteration 42Q: 3 clusters Score -4133400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32669 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -4133403.750000 Penalty: 3096.579102
	Iteration 43Q: 3 clusters Score -4133404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32667 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -4133408.500000 Penalty: 3096.579102
	Iteration 44Q: 3 clusters Score -4133408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32667 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -4133412.000000 Penalty: 3096.579102
	Iteration 45Q: 3 clusters Score -4133412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32670 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -4133417.250000 Penalty: 3096.579102
	Iteration 46Q: 3 clusters Score -4133417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32666 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -4133421.250000 Penalty: 3096.579102
	Iteration 47Q: 3 clusters Score -4133421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32664 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -4133424.500000 Penalty: 3096.579102
	Iteration 48Q: 3 clusters Score -4133424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32659 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -4133425.000000 Penalty: 3096.579102
	Iteration 49Q: 3 clusters Score -4133425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32656 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -4133431.750000 Penalty: 3096.579102
	Iteration 50Q: 3 clusters Score -4133432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32656 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -4133436.500000 Penalty: 3096.579102
	Iteration 51Q: 3 clusters Score -4133436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32655 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -4133439.750000 Penalty: 3096.579102
	Iteration 52Q: 3 clusters Score -4133440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32650 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -4133441.500000 Penalty: 3096.579102
	Iteration 53Q: 3 clusters Score -4133442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32647 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -4133448.500000 Penalty: 3096.579102
	Iteration 54Q: 3 clusters Score -4133448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32647 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -4133451.000000 Penalty: 3096.579102
	Iteration 55Q: 3 clusters Score -4133451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32646 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -4133447.750000 Penalty: 3096.579102
	Iteration 56Q: 3 clusters Score -4133448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32643 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -4133448.500000 Penalty: 3096.579102
	Iteration 57Q: 3 clusters Score -4133448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32642 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -4133446.500000 Penalty: 3096.579102
	Iteration 58Q: 3 clusters Score -4133446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32643 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -4133445.750000 Penalty: 3096.579102
	Iteration 59Q: 3 clusters Score -4133446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32642 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -4133443.500000 Penalty: 3096.579102
	Iteration 60F: 3 clusters Score -4133444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Entering Unmasked Estep 
Score: -190752.203125 Penalty: 1103.109131
	Iteration 0F: 2 clusters Score -190752.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -189107.046875 Penalty: 2206.218262
	Iteration 0F: 3 clusters Score -189107 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -189477.812500 Penalty: 2206.218262
	Iteration 1F: 3 clusters Score -189477.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -189593.750000 Penalty: 2206.218262
	Iteration 2F: 3 clusters Score -189593.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -189666.156250 Penalty: 2206.218262
	Iteration 3Q: 3 clusters Score -189666.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -189704.359375 Penalty: 2206.218262
	Iteration 4Q: 3 clusters Score -189704.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -189733.265625 Penalty: 2206.218262
	Iteration 5Q: 3 clusters Score -189733.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -189760.203125 Penalty: 2206.218262
	Iteration 6Q: 3 clusters Score -189760.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -189774.828125 Penalty: 2206.218262
	Iteration 7Q: 3 clusters Score -189774.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -189794.953125 Penalty: 2206.218262
	Iteration 8Q: 3 clusters Score -189795 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -189806.046875 Penalty: 2206.218262
	Iteration 9Q: 3 clusters Score -189806 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -189821.640625 Penalty: 2206.218262
	Iteration 10Q: 3 clusters Score -189821.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -189826.921875 Penalty: 2206.218262
	Iteration 11Q: 3 clusters Score -189826.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -189832.156250 Penalty: 2206.218262
	Iteration 12Q: 3 clusters Score -189832.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -189838.000000 Penalty: 2206.218262
	Iteration 13Q: 3 clusters Score -189838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -189838.796875 Penalty: 2206.218262
	Iteration 14Q: 3 clusters Score -189838.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -189839.765625 Penalty: 2206.218262
	Iteration 15Q: 3 clusters Score -189839.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -189841.031250 Penalty: 2206.218262
	Iteration 16Q: 3 clusters Score -189841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -189841.031250 Penalty: 2206.218262
	Iteration 17F: 3 clusters Score -189841 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (90482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90482 members 
Entering Unmasked Estep 
Score: -11332573.000000 Penalty: 1698.240601
	Iteration 0F: 2 clusters Score -1.133257e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45199 members 
Mstep: Class 2 contains 45283 members 
Entering Unmasked Estep 
Score: -11285863.000000 Penalty: 3396.481201
	Iteration 0F: 3 clusters Score -1.128586e+07 nChanged 42724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44815 members 
Mstep: Class 2 contains 45667 members 
Entering Unmasked Estep 
Score: -11310269.000000 Penalty: 3396.481201
	Iteration 1F: 3 clusters Score -1.131027e+07 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44664 members 
Mstep: Class 2 contains 45818 members 
Entering Unmasked Estep 
Score: -11310900.000000 Penalty: 3396.481201
	Iteration 2Q: 3 clusters Score -1.13109e+07 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44522 members 
Mstep: Class 2 contains 45960 members 
Entering Unmasked Estep 
Score: -11311577.000000 Penalty: 3396.481201
	Iteration 3Q: 3 clusters Score -1.131158e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44436 members 
Mstep: Class 2 contains 46046 members 
Entering Unmasked Estep 
Score: -11312228.000000 Penalty: 3396.481201
	Iteration 4Q: 3 clusters Score -1.131223e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44346 members 
Mstep: Class 2 contains 46136 members 
Entering Unmasked Estep 
Score: -11312779.000000 Penalty: 3396.481201
	Iteration 5Q: 3 clusters Score -1.131278e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44128 members 
Mstep: Class 2 contains 46354 members 
Entering Unmasked Estep 
Score: -11313295.000000 Penalty: 3396.481201
	Iteration 6Q: 3 clusters Score -1.13133e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43799 members 
Mstep: Class 2 contains 46683 members 
Entering Unmasked Estep 
Score: -11313835.000000 Penalty: 3396.481201
	Iteration 7Q: 3 clusters Score -1.131384e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43427 members 
Mstep: Class 2 contains 47055 members 
Entering Unmasked Estep 
Score: -11314368.000000 Penalty: 3396.481201
	Iteration 8Q: 3 clusters Score -1.131437e+07 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43042 members 
Mstep: Class 2 contains 47440 members 
Entering Unmasked Estep 
Score: -11314871.000000 Penalty: 3396.481201
	Iteration 9Q: 3 clusters Score -1.131487e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42600 members 
Mstep: Class 2 contains 47882 members 
Entering Unmasked Estep 
Score: -11315360.000000 Penalty: 3396.481201
	Iteration 10Q: 3 clusters Score -1.131536e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42118 members 
Mstep: Class 2 contains 48364 members 
Entering Unmasked Estep 
Score: -11315754.000000 Penalty: 3396.481201
	Iteration 11Q: 3 clusters Score -1.131575e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41601 members 
Mstep: Class 2 contains 48881 members 
Entering Unmasked Estep 
Score: -11316353.000000 Penalty: 3396.481201
	Iteration 12Q: 3 clusters Score -1.131635e+07 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41136 members 
Mstep: Class 2 contains 49346 members 
Entering Unmasked Estep 
Score: -11317061.000000 Penalty: 3396.481201
	Iteration 13Q: 3 clusters Score -1.131706e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40845 members 
Mstep: Class 2 contains 49637 members 
Entering Unmasked Estep 
Score: -11318065.000000 Penalty: 3396.481201
	Iteration 14Q: 3 clusters Score -1.131806e+07 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40935 members 
Mstep: Class 2 contains 49547 members 
Entering Unmasked Estep 
Score: -11319682.000000 Penalty: 3396.481201
	Iteration 15Q: 3 clusters Score -1.131968e+07 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41542 members 
Mstep: Class 2 contains 48940 members 
Entering Unmasked Estep 
Score: -11322180.000000 Penalty: 3396.481201
	Iteration 16Q: 3 clusters Score -1.132218e+07 nChanged 4842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42824 members 
Mstep: Class 2 contains 47658 members 
Entering Unmasked Estep 
Score: -11324881.000000 Penalty: 3396.481201
	Iteration 17F: 3 clusters Score -1.132488e+07 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44486 members 
Mstep: Class 2 contains 45996 members 
Entering Unmasked Estep 
Score: -11326502.000000 Penalty: 3396.481201
	Iteration 18Q: 3 clusters Score -1.13265e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46318 members 
Mstep: Class 2 contains 44164 members 
Entering Unmasked Estep 
Score: -11327211.000000 Penalty: 3396.481201
	Iteration 19Q: 3 clusters Score -1.132721e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48232 members 
Mstep: Class 2 contains 42250 members 
Entering Unmasked Estep 
Score: -11327618.000000 Penalty: 3396.481201
	Iteration 20F: 3 clusters Score -1.132762e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50101 members 
Mstep: Class 2 contains 40381 members 
Entering Unmasked Estep 
Score: -11327892.000000 Penalty: 3396.481201
	Iteration 21Q: 3 clusters Score -1.132789e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51938 members 
Mstep: Class 2 contains 38544 members 
Entering Unmasked Estep 
Score: -11328078.000000 Penalty: 3396.481201
	Iteration 22Q: 3 clusters Score -1.132808e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53732 members 
Mstep: Class 2 contains 36750 members 
Entering Unmasked Estep 
Score: -11328249.000000 Penalty: 3396.481201
	Iteration 23Q: 3 clusters Score -1.132825e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55396 members 
Mstep: Class 2 contains 35086 members 
Entering Unmasked Estep 
Score: -11328365.000000 Penalty: 3396.481201
	Iteration 24Q: 3 clusters Score -1.132836e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56917 members 
Mstep: Class 2 contains 33565 members 
Entering Unmasked Estep 
Score: -11328598.000000 Penalty: 3396.481201
	Iteration 25Q: 3 clusters Score -1.13286e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58443 members 
Mstep: Class 2 contains 32039 members 
Entering Unmasked Estep 
Score: -11328809.000000 Penalty: 3396.481201
	Iteration 26Q: 3 clusters Score -1.132881e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59950 members 
Mstep: Class 2 contains 30532 members 
Entering Unmasked Estep 
Score: -11328909.000000 Penalty: 3396.481201
	Iteration 27Q: 3 clusters Score -1.132891e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61420 members 
Mstep: Class 2 contains 29062 members 
Entering Unmasked Estep 
Score: -11329123.000000 Penalty: 3396.481201
	Iteration 28Q: 3 clusters Score -1.132912e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62795 members 
Mstep: Class 2 contains 27687 members 
Entering Unmasked Estep 
Score: -11329334.000000 Penalty: 3396.481201
	Iteration 29Q: 3 clusters Score -1.132933e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64102 members 
Mstep: Class 2 contains 26380 members 
Entering Unmasked Estep 
Score: -11329508.000000 Penalty: 3396.481201
	Iteration 30Q: 3 clusters Score -1.132951e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65326 members 
Mstep: Class 2 contains 25156 members 
Entering Unmasked Estep 
Score: -11329599.000000 Penalty: 3396.481201
	Iteration 31Q: 3 clusters Score -1.13296e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66424 members 
Mstep: Class 2 contains 24058 members 
Entering Unmasked Estep 
Score: -11329725.000000 Penalty: 3396.481201
	Iteration 32Q: 3 clusters Score -1.132972e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67444 members 
Mstep: Class 2 contains 23038 members 
Entering Unmasked Estep 
Score: -11329851.000000 Penalty: 3396.481201
	Iteration 33Q: 3 clusters Score -1.132985e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68417 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -11329955.000000 Penalty: 3396.481201
	Iteration 34Q: 3 clusters Score -1.132996e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69319 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -11330061.000000 Penalty: 3396.481201
	Iteration 35Q: 3 clusters Score -1.133006e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70174 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -11330112.000000 Penalty: 3396.481201
	Iteration 36Q: 3 clusters Score -1.133011e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70909 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -11330132.000000 Penalty: 3396.481201
	Iteration 37Q: 3 clusters Score -1.133013e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71601 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -11330220.000000 Penalty: 3396.481201
	Iteration 38Q: 3 clusters Score -1.133022e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72283 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -11330371.000000 Penalty: 3396.481201
	Iteration 39Q: 3 clusters Score -1.133037e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72997 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -11330548.000000 Penalty: 3396.481201
	Iteration 40F: 3 clusters Score -1.133055e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73942 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -11330707.000000 Penalty: 3396.481201
	Iteration 41Q: 3 clusters Score -1.133071e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74921 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -11330871.000000 Penalty: 3396.481201
	Iteration 42Q: 3 clusters Score -1.133087e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75983 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -11330996.000000 Penalty: 3396.481201
	Iteration 43Q: 3 clusters Score -1.1331e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77099 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -11331186.000000 Penalty: 3396.481201
	Iteration 44Q: 3 clusters Score -1.133119e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78272 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -11331301.000000 Penalty: 3396.481201
	Iteration 45Q: 3 clusters Score -1.13313e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79424 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -11331365.000000 Penalty: 3396.481201
	Iteration 46Q: 3 clusters Score -1.133136e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80535 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -11331481.000000 Penalty: 3396.481201
	Iteration 47Q: 3 clusters Score -1.133148e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81565 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -11331430.000000 Penalty: 3396.481201
	Iteration 48Q: 3 clusters Score -1.133143e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82567 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -11331494.000000 Penalty: 3396.481201
	Iteration 49Q: 3 clusters Score -1.133149e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83502 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -11331509.000000 Penalty: 3396.481201
	Iteration 50Q: 3 clusters Score -1.133151e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84331 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -11331457.000000 Penalty: 3396.481201
	Iteration 51Q: 3 clusters Score -1.133146e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85042 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -11331364.000000 Penalty: 3396.481201
	Iteration 52Q: 3 clusters Score -1.133136e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85700 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -11331360.000000 Penalty: 3396.481201
	Iteration 53Q: 3 clusters Score -1.133136e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86262 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -11331345.000000 Penalty: 3396.481201
	Iteration 54Q: 3 clusters Score -1.133134e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86766 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -11331340.000000 Penalty: 3396.481201
	Iteration 55Q: 3 clusters Score -1.133134e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87202 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -11331261.000000 Penalty: 3396.481201
	Iteration 56Q: 3 clusters Score -1.133126e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87618 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -11331219.000000 Penalty: 3396.481201
	Iteration 57Q: 3 clusters Score -1.133122e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87975 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -11331223.000000 Penalty: 3396.481201
	Iteration 58Q: 3 clusters Score -1.133122e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88283 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -11331215.000000 Penalty: 3396.481201
	Iteration 59Q: 3 clusters Score -1.133122e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88556 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -11331266.000000 Penalty: 3396.481201
	Iteration 60F: 3 clusters Score -1.133127e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88766 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -11331294.000000 Penalty: 3396.481201
	Iteration 61Q: 3 clusters Score -1.133129e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88963 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -11331311.000000 Penalty: 3396.481201
	Iteration 62Q: 3 clusters Score -1.133131e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89137 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -11331353.000000 Penalty: 3396.481201
	Iteration 63Q: 3 clusters Score -1.133135e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89274 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -11331423.000000 Penalty: 3396.481201
	Iteration 64Q: 3 clusters Score -1.133142e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89375 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -11331447.000000 Penalty: 3396.481201
	Iteration 65Q: 3 clusters Score -1.133145e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89461 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -11331475.000000 Penalty: 3396.481201
	Iteration 66Q: 3 clusters Score -1.133148e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89533 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -11331504.000000 Penalty: 3396.481201
	Iteration 67Q: 3 clusters Score -1.13315e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89585 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -11331525.000000 Penalty: 3396.481201
	Iteration 68Q: 3 clusters Score -1.133152e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89622 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -11331538.000000 Penalty: 3396.481201
	Iteration 69Q: 3 clusters Score -1.133154e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89654 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -11331557.000000 Penalty: 3396.481201
	Iteration 70Q: 3 clusters Score -1.133156e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89687 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -11331578.000000 Penalty: 3396.481201
	Iteration 71Q: 3 clusters Score -1.133158e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89710 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -11331585.000000 Penalty: 3396.481201
	Iteration 72Q: 3 clusters Score -1.133158e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89724 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -11331579.000000 Penalty: 3396.481201
	Iteration 73Q: 3 clusters Score -1.133158e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89735 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -11331576.000000 Penalty: 3396.481201
	Iteration 74Q: 3 clusters Score -1.133158e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89742 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -11331567.000000 Penalty: 3396.481201
	Iteration 75Q: 3 clusters Score -1.133157e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89747 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -11331565.000000 Penalty: 3396.481201
	Iteration 76Q: 3 clusters Score -1.133156e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89749 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -11331566.000000 Penalty: 3396.481201
	Iteration 77Q: 3 clusters Score -1.133157e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89750 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -11331574.000000 Penalty: 3396.481201
	Iteration 78Q: 3 clusters Score -1.133157e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89752 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -11331571.000000 Penalty: 3396.481201
	Iteration 79Q: 3 clusters Score -1.133157e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89754 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -11331569.000000 Penalty: 3396.481201
	Iteration 80F: 3 clusters Score -1.133157e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Entering Unmasked Estep 
Score: -1230822.375000 Penalty: 1371.728638
	Iteration 0F: 2 clusters Score -1230822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1224013.750000 Penalty: 2743.457275
	Iteration 0F: 3 clusters Score -1224014 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1226263.500000 Penalty: 2743.457275
	Iteration 1F: 3 clusters Score -1226264 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1226598.000000 Penalty: 2743.457275
	Iteration 2F: 3 clusters Score -1226598 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1226887.250000 Penalty: 2743.457275
	Iteration 3F: 3 clusters Score -1226887 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1227192.125000 Penalty: 2743.457275
	Iteration 4F: 3 clusters Score -1227192 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1227508.875000 Penalty: 2743.457275
	Iteration 5Q: 3 clusters Score -1227509 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1227837.250000 Penalty: 2743.457275
	Iteration 6Q: 3 clusters Score -1227837 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1228182.625000 Penalty: 2743.457275
	Iteration 7Q: 3 clusters Score -1228183 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1228539.625000 Penalty: 2743.457275
	Iteration 8Q: 3 clusters Score -1228540 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1228862.875000 Penalty: 2743.457275
	Iteration 9Q: 3 clusters Score -1228863 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1229133.125000 Penalty: 2743.457275
	Iteration 10Q: 3 clusters Score -1229133 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1229338.625000 Penalty: 2743.457275
	Iteration 11Q: 3 clusters Score -1229339 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1229466.375000 Penalty: 2743.457275
	Iteration 12Q: 3 clusters Score -1229466 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1229554.250000 Penalty: 2743.457275
	Iteration 13Q: 3 clusters Score -1229554 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1229621.250000 Penalty: 2743.457275
	Iteration 14Q: 3 clusters Score -1229621 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1229662.375000 Penalty: 2743.457275
	Iteration 15Q: 3 clusters Score -1229662 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1229702.375000 Penalty: 2743.457275
	Iteration 16Q: 3 clusters Score -1229702 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1229730.500000 Penalty: 2743.457275
	Iteration 17Q: 3 clusters Score -1229730 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1229751.250000 Penalty: 2743.457275
	Iteration 18Q: 3 clusters Score -1229751 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1229759.500000 Penalty: 2743.457275
	Iteration 19Q: 3 clusters Score -1229760 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1229770.375000 Penalty: 2743.457275
	Iteration 20F: 3 clusters Score -1229770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1229777.875000 Penalty: 2743.457275
	Iteration 21Q: 3 clusters Score -1229778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1229782.125000 Penalty: 2743.457275
	Iteration 22Q: 3 clusters Score -1229782 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1229795.250000 Penalty: 2743.457275
	Iteration 23Q: 3 clusters Score -1229795 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1229802.250000 Penalty: 2743.457275
	Iteration 24Q: 3 clusters Score -1229802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1229804.625000 Penalty: 2743.457275
	Iteration 25Q: 3 clusters Score -1229805 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1229816.250000 Penalty: 2743.457275
	Iteration 26Q: 3 clusters Score -1229816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1229821.625000 Penalty: 2743.457275
	Iteration 27Q: 3 clusters Score -1229822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1229823.000000 Penalty: 2743.457275
	Iteration 28Q: 3 clusters Score -1229823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1229827.500000 Penalty: 2743.457275
	Iteration 29Q: 3 clusters Score -1229828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1229826.875000 Penalty: 2743.457275
	Iteration 30Q: 3 clusters Score -1229827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -1229827.250000 Penalty: 2743.457275
	Iteration 31Q: 3 clusters Score -1229827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1229831.625000 Penalty: 2743.457275
	Iteration 32Q: 3 clusters Score -1229832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1229836.125000 Penalty: 2743.457275
	Iteration 33Q: 3 clusters Score -1229836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1229837.625000 Penalty: 2743.457275
	Iteration 34Q: 3 clusters Score -1229838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1229840.250000 Penalty: 2743.457275
	Iteration 35Q: 3 clusters Score -1229840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1229839.875000 Penalty: 2743.457275
	Iteration 36Q: 3 clusters Score -1229840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1229840.750000 Penalty: 2743.457275
	Iteration 37Q: 3 clusters Score -1229841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1229843.000000 Penalty: 2743.457275
	Iteration 38Q: 3 clusters Score -1229843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1229846.375000 Penalty: 2743.457275
	Iteration 39Q: 3 clusters Score -1229846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -1229848.250000 Penalty: 2743.457275
	Iteration 40F: 3 clusters Score -1229848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1229849.250000 Penalty: 2743.457275
	Iteration 41Q: 3 clusters Score -1229849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1229850.125000 Penalty: 2743.457275
	Iteration 42Q: 3 clusters Score -1229850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1229852.250000 Penalty: 2743.457275
	Iteration 43Q: 3 clusters Score -1229852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1229852.250000 Penalty: 2743.457275
	Iteration 44F: 3 clusters Score -1229852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Entering Unmasked Estep 
Score: -47821.019531 Penalty: 902.291260
	Iteration 0F: 2 clusters Score -47821.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -46989.773438 Penalty: 1804.582520
	Iteration 0F: 3 clusters Score -46989.77 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -47137.890625 Penalty: 1804.582520
	Iteration 1F: 3 clusters Score -47137.89 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -47243.699219 Penalty: 1804.582520
	Iteration 2Q: 3 clusters Score -47243.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -47344.031250 Penalty: 1804.582520
	Iteration 3Q: 3 clusters Score -47344.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -47399.070312 Penalty: 1804.582520
	Iteration 4Q: 3 clusters Score -47399.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -47435.414062 Penalty: 1804.582520
	Iteration 5Q: 3 clusters Score -47435.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -47471.960938 Penalty: 1804.582520
	Iteration 6Q: 3 clusters Score -47471.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -47519.457031 Penalty: 1804.582520
	Iteration 7Q: 3 clusters Score -47519.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -47590.589844 Penalty: 1804.582520
	Iteration 8Q: 3 clusters Score -47590.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -47603.617188 Penalty: 1804.582520
	Iteration 9Q: 3 clusters Score -47603.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -47605.003906 Penalty: 1804.582520
	Iteration 10Q: 3 clusters Score -47605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -47607.480469 Penalty: 1804.582520
	Iteration 11Q: 3 clusters Score -47607.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -47617.847656 Penalty: 1804.582520
	Iteration 12Q: 3 clusters Score -47617.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -47620.468750 Penalty: 1804.582520
	Iteration 13Q: 3 clusters Score -47620.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -47620.468750 Penalty: 1804.582520
	Iteration 14F: 3 clusters Score -47620.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Entering Unmasked Estep 
Score: -729270.062500 Penalty: 1288.490967
	Iteration 0F: 2 clusters Score -729270.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -725070.000000 Penalty: 2576.981934
	Iteration 0F: 3 clusters Score -725070 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -726323.062500 Penalty: 2576.981934
	Iteration 1F: 3 clusters Score -726323.1 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -726558.187500 Penalty: 2576.981934
	Iteration 2F: 3 clusters Score -726558.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -726716.562500 Penalty: 2576.981934
	Iteration 3F: 3 clusters Score -726716.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -726837.375000 Penalty: 2576.981934
	Iteration 4Q: 3 clusters Score -726837.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -726944.687500 Penalty: 2576.981934
	Iteration 5Q: 3 clusters Score -726944.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -727040.500000 Penalty: 2576.981934
	Iteration 6Q: 3 clusters Score -727040.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -727151.937500 Penalty: 2576.981934
	Iteration 7Q: 3 clusters Score -727151.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -727244.312500 Penalty: 2576.981934
	Iteration 8Q: 3 clusters Score -727244.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -727324.187500 Penalty: 2576.981934
	Iteration 9Q: 3 clusters Score -727324.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -727418.750000 Penalty: 2576.981934
	Iteration 10Q: 3 clusters Score -727418.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -727515.687500 Penalty: 2576.981934
	Iteration 11Q: 3 clusters Score -727515.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -727617.937500 Penalty: 2576.981934
	Iteration 12Q: 3 clusters Score -727617.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -727711.875000 Penalty: 2576.981934
	Iteration 13Q: 3 clusters Score -727711.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -727794.062500 Penalty: 2576.981934
	Iteration 14Q: 3 clusters Score -727794.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -727855.937500 Penalty: 2576.981934
	Iteration 15Q: 3 clusters Score -727855.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -727898.625000 Penalty: 2576.981934
	Iteration 16Q: 3 clusters Score -727898.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -727931.562500 Penalty: 2576.981934
	Iteration 17Q: 3 clusters Score -727931.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -727961.812500 Penalty: 2576.981934
	Iteration 18Q: 3 clusters Score -727961.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -727984.062500 Penalty: 2576.981934
	Iteration 19Q: 3 clusters Score -727984.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -728007.750000 Penalty: 2576.981934
	Iteration 20F: 3 clusters Score -728007.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -728019.875000 Penalty: 2576.981934
	Iteration 21Q: 3 clusters Score -728019.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -728033.375000 Penalty: 2576.981934
	Iteration 22Q: 3 clusters Score -728033.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -728049.000000 Penalty: 2576.981934
	Iteration 23Q: 3 clusters Score -728049 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -728066.687500 Penalty: 2576.981934
	Iteration 24Q: 3 clusters Score -728066.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -728081.562500 Penalty: 2576.981934
	Iteration 25Q: 3 clusters Score -728081.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -728094.187500 Penalty: 2576.981934
	Iteration 26Q: 3 clusters Score -728094.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -728106.812500 Penalty: 2576.981934
	Iteration 27Q: 3 clusters Score -728106.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -728113.812500 Penalty: 2576.981934
	Iteration 28Q: 3 clusters Score -728113.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -728121.875000 Penalty: 2576.981934
	Iteration 29Q: 3 clusters Score -728121.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -728134.812500 Penalty: 2576.981934
	Iteration 30Q: 3 clusters Score -728134.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -728149.500000 Penalty: 2576.981934
	Iteration 31Q: 3 clusters Score -728149.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -728157.125000 Penalty: 2576.981934
	Iteration 32Q: 3 clusters Score -728157.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -728163.562500 Penalty: 2576.981934
	Iteration 33Q: 3 clusters Score -728163.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -728166.562500 Penalty: 2576.981934
	Iteration 34Q: 3 clusters Score -728166.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -728170.375000 Penalty: 2576.981934
	Iteration 35Q: 3 clusters Score -728170.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -728173.312500 Penalty: 2576.981934
	Iteration 36Q: 3 clusters Score -728173.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -728173.562500 Penalty: 2576.981934
	Iteration 37Q: 3 clusters Score -728173.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -728178.312500 Penalty: 2576.981934
	Iteration 38Q: 3 clusters Score -728178.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -728178.937500 Penalty: 2576.981934
	Iteration 39Q: 3 clusters Score -728178.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -728180.187500 Penalty: 2576.981934
	Iteration 40F: 3 clusters Score -728180.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Entering Unmasked Estep 
Score: -599579.750000 Penalty: 1270.770996
	Iteration 0F: 2 clusters Score -599579.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -595789.687500 Penalty: 2541.541992
	Iteration 0F: 3 clusters Score -595789.7 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -596974.437500 Penalty: 2541.541992
	Iteration 1F: 3 clusters Score -596974.4 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -597250.562500 Penalty: 2541.541992
	Iteration 2F: 3 clusters Score -597250.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -597433.625000 Penalty: 2541.541992
	Iteration 3F: 3 clusters Score -597433.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -597575.250000 Penalty: 2541.541992
	Iteration 4Q: 3 clusters Score -597575.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -597705.000000 Penalty: 2541.541992
	Iteration 5Q: 3 clusters Score -597705 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -597820.312500 Penalty: 2541.541992
	Iteration 6Q: 3 clusters Score -597820.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -597948.312500 Penalty: 2541.541992
	Iteration 7Q: 3 clusters Score -597948.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -598057.687500 Penalty: 2541.541992
	Iteration 8Q: 3 clusters Score -598057.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -598153.687500 Penalty: 2541.541992
	Iteration 9Q: 3 clusters Score -598153.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -598241.062500 Penalty: 2541.541992
	Iteration 10Q: 3 clusters Score -598241.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -598333.125000 Penalty: 2541.541992
	Iteration 11Q: 3 clusters Score -598333.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -598427.187500 Penalty: 2541.541992
	Iteration 12Q: 3 clusters Score -598427.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -598537.187500 Penalty: 2541.541992
	Iteration 13Q: 3 clusters Score -598537.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -598616.937500 Penalty: 2541.541992
	Iteration 14Q: 3 clusters Score -598616.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -598671.062500 Penalty: 2541.541992
	Iteration 15Q: 3 clusters Score -598671.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -598721.000000 Penalty: 2541.541992
	Iteration 16Q: 3 clusters Score -598721 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -598773.625000 Penalty: 2541.541992
	Iteration 17Q: 3 clusters Score -598773.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -598825.250000 Penalty: 2541.541992
	Iteration 18Q: 3 clusters Score -598825.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -598863.500000 Penalty: 2541.541992
	Iteration 19Q: 3 clusters Score -598863.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -598887.875000 Penalty: 2541.541992
	Iteration 20F: 3 clusters Score -598887.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -598908.250000 Penalty: 2541.541992
	Iteration 21Q: 3 clusters Score -598908.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -598921.812500 Penalty: 2541.541992
	Iteration 22Q: 3 clusters Score -598921.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -598931.000000 Penalty: 2541.541992
	Iteration 23Q: 3 clusters Score -598931 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -598939.750000 Penalty: 2541.541992
	Iteration 24Q: 3 clusters Score -598939.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -598946.562500 Penalty: 2541.541992
	Iteration 25Q: 3 clusters Score -598946.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -598949.562500 Penalty: 2541.541992
	Iteration 26Q: 3 clusters Score -598949.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -598953.437500 Penalty: 2541.541992
	Iteration 27Q: 3 clusters Score -598953.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -598956.062500 Penalty: 2541.541992
	Iteration 28Q: 3 clusters Score -598956.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -598956.062500 Penalty: 2541.541992
	Iteration 29F: 3 clusters Score -598956.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Entering Unmasked Estep 
Score: -657535.312500 Penalty: 1280.944214
	Iteration 0F: 2 clusters Score -657535.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -653491.187500 Penalty: 2561.888428
	Iteration 0F: 3 clusters Score -653491.2 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -654693.187500 Penalty: 2561.888428
	Iteration 1F: 3 clusters Score -654693.2 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -654959.250000 Penalty: 2561.888428
	Iteration 2F: 3 clusters Score -654959.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -655140.375000 Penalty: 2561.888428
	Iteration 3F: 3 clusters Score -655140.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -655273.187500 Penalty: 2561.888428
	Iteration 4Q: 3 clusters Score -655273.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -655385.687500 Penalty: 2561.888428
	Iteration 5Q: 3 clusters Score -655385.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -655468.812500 Penalty: 2561.888428
	Iteration 6Q: 3 clusters Score -655468.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -655542.500000 Penalty: 2561.888428
	Iteration 7Q: 3 clusters Score -655542.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -655607.687500 Penalty: 2561.888428
	Iteration 8Q: 3 clusters Score -655607.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -655676.937500 Penalty: 2561.888428
	Iteration 9Q: 3 clusters Score -655676.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -655744.937500 Penalty: 2561.888428
	Iteration 10Q: 3 clusters Score -655744.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -655807.375000 Penalty: 2561.888428
	Iteration 11Q: 3 clusters Score -655807.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -655871.625000 Penalty: 2561.888428
	Iteration 12Q: 3 clusters Score -655871.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -655941.312500 Penalty: 2561.888428
	Iteration 13Q: 3 clusters Score -655941.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -656010.500000 Penalty: 2561.888428
	Iteration 14Q: 3 clusters Score -656010.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -656077.437500 Penalty: 2561.888428
	Iteration 15Q: 3 clusters Score -656077.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -656133.625000 Penalty: 2561.888428
	Iteration 16Q: 3 clusters Score -656133.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -656181.625000 Penalty: 2561.888428
	Iteration 17Q: 3 clusters Score -656181.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -656233.875000 Penalty: 2561.888428
	Iteration 18Q: 3 clusters Score -656233.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -656282.187500 Penalty: 2561.888428
	Iteration 19Q: 3 clusters Score -656282.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -656325.875000 Penalty: 2561.888428
	Iteration 20F: 3 clusters Score -656325.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -656381.875000 Penalty: 2561.888428
	Iteration 21Q: 3 clusters Score -656381.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -656447.312500 Penalty: 2561.888428
	Iteration 22Q: 3 clusters Score -656447.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -656502.812500 Penalty: 2561.888428
	Iteration 23Q: 3 clusters Score -656502.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -656557.937500 Penalty: 2561.888428
	Iteration 24Q: 3 clusters Score -656557.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -656598.125000 Penalty: 2561.888428
	Iteration 25Q: 3 clusters Score -656598.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -656625.312500 Penalty: 2561.888428
	Iteration 26Q: 3 clusters Score -656625.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -656656.812500 Penalty: 2561.888428
	Iteration 27Q: 3 clusters Score -656656.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -656682.562500 Penalty: 2561.888428
	Iteration 28Q: 3 clusters Score -656682.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -656695.500000 Penalty: 2561.888428
	Iteration 29Q: 3 clusters Score -656695.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -656709.875000 Penalty: 2561.888428
	Iteration 30Q: 3 clusters Score -656709.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -656719.375000 Penalty: 2561.888428
	Iteration 31Q: 3 clusters Score -656719.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -656727.250000 Penalty: 2561.888428
	Iteration 32Q: 3 clusters Score -656727.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -656738.375000 Penalty: 2561.888428
	Iteration 33Q: 3 clusters Score -656738.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -656749.500000 Penalty: 2561.888428
	Iteration 34Q: 3 clusters Score -656749.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -656757.375000 Penalty: 2561.888428
	Iteration 35Q: 3 clusters Score -656757.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -656767.062500 Penalty: 2561.888428
	Iteration 36Q: 3 clusters Score -656767.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -656773.562500 Penalty: 2561.888428
	Iteration 37Q: 3 clusters Score -656773.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -656779.312500 Penalty: 2561.888428
	Iteration 38Q: 3 clusters Score -656779.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -656786.062500 Penalty: 2561.888428
	Iteration 39Q: 3 clusters Score -656786.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -656798.750000 Penalty: 2561.888428
	Iteration 40F: 3 clusters Score -656798.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -656814.375000 Penalty: 2561.888428
	Iteration 41Q: 3 clusters Score -656814.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -656828.562500 Penalty: 2561.888428
	Iteration 42Q: 3 clusters Score -656828.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -656843.187500 Penalty: 2561.888428
	Iteration 43Q: 3 clusters Score -656843.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -656852.500000 Penalty: 2561.888428
	Iteration 44Q: 3 clusters Score -656852.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -656863.625000 Penalty: 2561.888428
	Iteration 45Q: 3 clusters Score -656863.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -656885.812500 Penalty: 2561.888428
	Iteration 46Q: 3 clusters Score -656885.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -656906.625000 Penalty: 2561.888428
	Iteration 47Q: 3 clusters Score -656906.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -656927.750000 Penalty: 2561.888428
	Iteration 48Q: 3 clusters Score -656927.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -656948.625000 Penalty: 2561.888428
	Iteration 49Q: 3 clusters Score -656948.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -656969.750000 Penalty: 2561.888428
	Iteration 50Q: 3 clusters Score -656969.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -656993.000000 Penalty: 2561.888428
	Iteration 51Q: 3 clusters Score -656993 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -657012.875000 Penalty: 2561.888428
	Iteration 52Q: 3 clusters Score -657012.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -657022.937500 Penalty: 2561.888428
	Iteration 53Q: 3 clusters Score -657022.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -657030.562500 Penalty: 2561.888428
	Iteration 54Q: 3 clusters Score -657030.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -657039.562500 Penalty: 2561.888428
	Iteration 55Q: 3 clusters Score -657039.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -657046.812500 Penalty: 2561.888428
	Iteration 56Q: 3 clusters Score -657046.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -657050.375000 Penalty: 2561.888428
	Iteration 57Q: 3 clusters Score -657050.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -657053.687500 Penalty: 2561.888428
	Iteration 58Q: 3 clusters Score -657053.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -657062.625000 Penalty: 2561.888428
	Iteration 59Q: 3 clusters Score -657062.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -657065.625000 Penalty: 2561.888428
	Iteration 60F: 3 clusters Score -657065.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -657071.312500 Penalty: 2561.888428
	Iteration 61Q: 3 clusters Score -657071.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -657077.375000 Penalty: 2561.888428
	Iteration 62Q: 3 clusters Score -657077.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -657082.687500 Penalty: 2561.888428
	Iteration 63Q: 3 clusters Score -657082.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -657088.062500 Penalty: 2561.888428
	Iteration 64Q: 3 clusters Score -657088.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -657090.125000 Penalty: 2561.888428
	Iteration 65Q: 3 clusters Score -657090.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -657092.500000 Penalty: 2561.888428
	Iteration 66Q: 3 clusters Score -657092.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -657093.062500 Penalty: 2561.888428
	Iteration 67Q: 3 clusters Score -657093.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -657094.125000 Penalty: 2561.888428
	Iteration 68Q: 3 clusters Score -657094.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -657094.562500 Penalty: 2561.888428
	Iteration 69Q: 3 clusters Score -657094.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -657098.437500 Penalty: 2561.888428
	Iteration 70Q: 3 clusters Score -657098.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -657101.687500 Penalty: 2561.888428
	Iteration 71Q: 3 clusters Score -657101.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -657102.125000 Penalty: 2561.888428
	Iteration 72Q: 3 clusters Score -657102.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -657103.062500 Penalty: 2561.888428
	Iteration 73Q: 3 clusters Score -657103.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -657104.062500 Penalty: 2561.888428
	Iteration 74Q: 3 clusters Score -657104.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -657103.812500 Penalty: 2561.888428
	Iteration 75Q: 3 clusters Score -657103.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -657104.125000 Penalty: 2561.888428
	Iteration 76Q: 3 clusters Score -657104.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -657104.750000 Penalty: 2561.888428
	Iteration 77Q: 3 clusters Score -657104.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -657104.750000 Penalty: 2561.888428
	Iteration 78F: 3 clusters Score -657104.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Entering Unmasked Estep 
Score: -89601.031250 Penalty: 1024.563843
	Iteration 0F: 2 clusters Score -89601.03 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 459 members 
Entering Unmasked Estep 
Score: -88411.890625 Penalty: 2049.127686
	Iteration 0F: 3 clusters Score -88411.89 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -88868.656250 Penalty: 2049.127686
	Iteration 1F: 3 clusters Score -88868.66 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -89146.914062 Penalty: 2049.127686
	Iteration 2F: 3 clusters Score -89146.91 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -89440.773438 Penalty: 2049.127686
	Iteration 3F: 3 clusters Score -89440.77 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -89841.500000 Penalty: 2049.127686
	Iteration 4F: 3 clusters Score -89841.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -90303.976562 Penalty: 2049.127686
	Iteration 5F: 3 clusters Score -90303.98 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -90578.890625 Penalty: 2049.127686
	Iteration 6Q: 3 clusters Score -90578.89 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -90743.945312 Penalty: 2049.127686
	Iteration 7Q: 3 clusters Score -90743.95 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -90805.312500 Penalty: 2049.127686
	Iteration 8Q: 3 clusters Score -90805.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -90861.593750 Penalty: 2049.127686
	Iteration 9Q: 3 clusters Score -90861.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -90922.203125 Penalty: 2049.127686
	Iteration 10Q: 3 clusters Score -90922.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -90966.804688 Penalty: 2049.127686
	Iteration 11Q: 3 clusters Score -90966.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -90989.781250 Penalty: 2049.127686
	Iteration 12Q: 3 clusters Score -90989.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -91003.000000 Penalty: 2049.127686
	Iteration 13Q: 3 clusters Score -91003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -91010.539062 Penalty: 2049.127686
	Iteration 14Q: 3 clusters Score -91010.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -91010.539062 Penalty: 2049.127686
	Iteration 15F: 3 clusters Score -91010.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 551 members 
Mstep: Class 3 contains 6670 members 
Mstep: Class 4 contains 2829 members 
Mstep: Class 5 contains 58328 members 
Mstep: Class 6 contains 63209 members 
Mstep: Class 7 contains 29230 members 
Mstep: Class 8 contains 11828 members 
Mstep: Class 9 contains 88339 members 
Mstep: Class 10 contains 9385 members 
Mstep: Class 11 contains 3951 members 
Mstep: Class 12 contains 127 members 
Mstep: Class 13 contains 7120 members 
Mstep: Class 14 contains 9952 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 54683 members 
Mstep: Class 17 contains 28159 members 
Mstep: Class 18 contains 42453 members 
Mstep: Class 19 contains 33030 members 
Mstep: Class 20 contains 1658 members 
Mstep: Class 21 contains 90482 members 
Mstep: Class 22 contains 10083 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5763 members 
Mstep: Class 25 contains 5116 members 
Mstep: Class 26 contains 5478 members 
Mstep: Class 27 contains 589 members 
Mstep: Class 28 contains 39889 members 
Mstep: Class 29 contains 5062 members 
Mstep: Class 30 contains 22216 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 2800 members 
Mstep: Class 33 contains 21118 members 
Mstep: Class 34 contains 271 members 
Mstep: Class 35 contains 389 members 
Entering Unmasked Estep 
Score: -80946728.000000 Penalty: 69841.421875
Splitting cluster 27 changes total score from -80946072.000000 to -80946728.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 28 (39889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39889 members 
Entering Unmasked Estep 
Score: -4998870.500000 Penalty: 1576.365845
	Iteration 0F: 2 clusters Score -4998870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -4973094.500000 Penalty: 3152.731689
	Iteration 0F: 3 clusters Score -4973094 nChanged 18185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -4983009.500000 Penalty: 3152.731689
	Iteration 1F: 3 clusters Score -4983010 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -4983598.500000 Penalty: 3152.731689
	Iteration 2Q: 3 clusters Score -4983598 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -4984358.500000 Penalty: 3152.731689
	Iteration 3Q: 3 clusters Score -4984358 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 21809 members 
Entering Unmasked Estep 
Score: -4985509.000000 Penalty: 3152.731689
	Iteration 4Q: 3 clusters Score -4985509 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -4986987.000000 Penalty: 3152.731689
	Iteration 5Q: 3 clusters Score -4986987 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
Score: -4988541.000000 Penalty: 3152.731689
	Iteration 6F: 3 clusters Score -4988541 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18613 members 
Mstep: Class 2 contains 21276 members 
Entering Unmasked Estep 
Score: -4989776.500000 Penalty: 3152.731689
	Iteration 7F: 3 clusters Score -4989776 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19560 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -4990775.000000 Penalty: 3152.731689
	Iteration 8F: 3 clusters Score -4990775 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -4991617.500000 Penalty: 3152.731689
	Iteration 9F: 3 clusters Score -4991618 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -4992484.000000 Penalty: 3152.731689
	Iteration 10Q: 3 clusters Score -4992484 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23500 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -4993258.500000 Penalty: 3152.731689
	Iteration 11Q: 3 clusters Score -4993258 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25022 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -4994052.000000 Penalty: 3152.731689
	Iteration 12Q: 3 clusters Score -4994052 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26585 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -4994954.500000 Penalty: 3152.731689
	Iteration 13Q: 3 clusters Score -4994954 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28204 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -4995924.000000 Penalty: 3152.731689
	Iteration 14Q: 3 clusters Score -4995924 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29739 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -4997072.000000 Penalty: 3152.731689
	Iteration 15Q: 3 clusters Score -4997072 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31209 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -4998281.500000 Penalty: 3152.731689
	Iteration 16Q: 3 clusters Score -4998282 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32465 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -4999609.000000 Penalty: 3152.731689
	Iteration 17Q: 3 clusters Score -4999609 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33562 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -5001180.000000 Penalty: 3152.731689
	Iteration 18Q: 3 clusters Score -5001180 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34349 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -5002885.000000 Penalty: 3152.731689
	Iteration 19Q: 3 clusters Score -5002885 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34729 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -5004351.000000 Penalty: 3152.731689
	Iteration 20F: 3 clusters Score -5004351 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34949 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -5005107.000000 Penalty: 3152.731689
	Iteration 21Q: 3 clusters Score -5005107 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35115 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -5005175.000000 Penalty: 3152.731689
	Iteration 22Q: 3 clusters Score -5005175 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35185 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -5005197.500000 Penalty: 3152.731689
	Iteration 23Q: 3 clusters Score -5005198 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35225 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -5005221.000000 Penalty: 3152.731689
	Iteration 24Q: 3 clusters Score -5005221 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35239 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -5005211.500000 Penalty: 3152.731689
	Iteration 25Q: 3 clusters Score -5005212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35244 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -5005210.000000 Penalty: 3152.731689
	Iteration 26Q: 3 clusters Score -5005210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35245 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -5005210.500000 Penalty: 3152.731689
	Iteration 27Q: 3 clusters Score -5005210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35245 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -5005210.500000 Penalty: 3152.731689
	Iteration 28F: 3 clusters Score -5005210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 551 members 
Mstep: Class 3 contains 6670 members 
Mstep: Class 4 contains 2829 members 
Mstep: Class 5 contains 58328 members 
Mstep: Class 6 contains 63209 members 
Mstep: Class 7 contains 29230 members 
Mstep: Class 8 contains 11828 members 
Mstep: Class 9 contains 88339 members 
Mstep: Class 10 contains 9385 members 
Mstep: Class 11 contains 3951 members 
Mstep: Class 12 contains 127 members 
Mstep: Class 13 contains 7120 members 
Mstep: Class 14 contains 9952 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 54683 members 
Mstep: Class 17 contains 28159 members 
Mstep: Class 18 contains 42453 members 
Mstep: Class 19 contains 33030 members 
Mstep: Class 20 contains 1658 members 
Mstep: Class 21 contains 90482 members 
Mstep: Class 22 contains 10083 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5763 members 
Mstep: Class 25 contains 5116 members 
Mstep: Class 26 contains 5478 members 
Mstep: Class 27 contains 589 members 
Mstep: Class 28 contains 35245 members 
Mstep: Class 29 contains 5062 members 
Mstep: Class 30 contains 22216 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 2800 members 
Mstep: Class 33 contains 21118 members 
Mstep: Class 34 contains 271 members 
Mstep: Class 35 contains 389 members 
Mstep: Class 36 contains 4644 members 
Entering Unmasked Estep 
Score: -80952968.000000 Penalty: 71836.898438
Splitting cluster 28 changes total score from -80946072.000000 to -80952968.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 29 (5062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Entering Unmasked Estep 
Score: -634155.625000 Penalty: 1269.192139
	Iteration 0F: 2 clusters Score -634155.6 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 2613 members 
Entering Unmasked Estep 
Score: -630429.562500 Penalty: 2538.384277
	Iteration 0F: 3 clusters Score -630429.6 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -631579.937500 Penalty: 2538.384277
	Iteration 1F: 3 clusters Score -631579.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -631806.875000 Penalty: 2538.384277
	Iteration 2F: 3 clusters Score -631806.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -631917.062500 Penalty: 2538.384277
	Iteration 3Q: 3 clusters Score -631917.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -631989.625000 Penalty: 2538.384277
	Iteration 4Q: 3 clusters Score -631989.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -632053.937500 Penalty: 2538.384277
	Iteration 5Q: 3 clusters Score -632053.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -632106.937500 Penalty: 2538.384277
	Iteration 6Q: 3 clusters Score -632106.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -632161.000000 Penalty: 2538.384277
	Iteration 7Q: 3 clusters Score -632161 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -632210.312500 Penalty: 2538.384277
	Iteration 8Q: 3 clusters Score -632210.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -632266.437500 Penalty: 2538.384277
	Iteration 9Q: 3 clusters Score -632266.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -632326.062500 Penalty: 2538.384277
	Iteration 10Q: 3 clusters Score -632326.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -632393.312500 Penalty: 2538.384277
	Iteration 11Q: 3 clusters Score -632393.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -632465.687500 Penalty: 2538.384277
	Iteration 12Q: 3 clusters Score -632465.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -632542.000000 Penalty: 2538.384277
	Iteration 13Q: 3 clusters Score -632542 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -632610.375000 Penalty: 2538.384277
	Iteration 14Q: 3 clusters Score -632610.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -632671.687500 Penalty: 2538.384277
	Iteration 15Q: 3 clusters Score -632671.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -632724.062500 Penalty: 2538.384277
	Iteration 16Q: 3 clusters Score -632724.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -632776.375000 Penalty: 2538.384277
	Iteration 17Q: 3 clusters Score -632776.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -632814.687500 Penalty: 2538.384277
	Iteration 18Q: 3 clusters Score -632814.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -632851.812500 Penalty: 2538.384277
	Iteration 19Q: 3 clusters Score -632851.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -632890.750000 Penalty: 2538.384277
	Iteration 20F: 3 clusters Score -632890.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -632933.812500 Penalty: 2538.384277
	Iteration 21Q: 3 clusters Score -632933.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -632986.000000 Penalty: 2538.384277
	Iteration 22Q: 3 clusters Score -632986 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -633026.125000 Penalty: 2538.384277
	Iteration 23Q: 3 clusters Score -633026.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -633055.562500 Penalty: 2538.384277
	Iteration 24Q: 3 clusters Score -633055.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -633077.500000 Penalty: 2538.384277
	Iteration 25Q: 3 clusters Score -633077.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -633095.125000 Penalty: 2538.384277
	Iteration 26Q: 3 clusters Score -633095.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -633106.625000 Penalty: 2538.384277
	Iteration 27Q: 3 clusters Score -633106.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -633119.562500 Penalty: 2538.384277
	Iteration 28Q: 3 clusters Score -633119.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -633131.625000 Penalty: 2538.384277
	Iteration 29Q: 3 clusters Score -633131.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -633143.437500 Penalty: 2538.384277
	Iteration 30Q: 3 clusters Score -633143.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -633151.250000 Penalty: 2538.384277
	Iteration 31Q: 3 clusters Score -633151.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -633157.312500 Penalty: 2538.384277
	Iteration 32Q: 3 clusters Score -633157.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -633159.875000 Penalty: 2538.384277
	Iteration 33Q: 3 clusters Score -633159.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -633160.250000 Penalty: 2538.384277
	Iteration 34Q: 3 clusters Score -633160.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -633160.812500 Penalty: 2538.384277
	Iteration 35Q: 3 clusters Score -633160.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -633161.125000 Penalty: 2538.384277
	Iteration 36Q: 3 clusters Score -633161.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -633164.250000 Penalty: 2538.384277
	Iteration 37Q: 3 clusters Score -633164.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -633168.125000 Penalty: 2538.384277
	Iteration 38Q: 3 clusters Score -633168.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -633170.562500 Penalty: 2538.384277
	Iteration 39Q: 3 clusters Score -633170.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -633171.500000 Penalty: 2538.384277
	Iteration 40F: 3 clusters Score -633171.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (22216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22216 members 
Entering Unmasked Estep 
Score: -2821038.250000 Penalty: 1489.274902
	Iteration 0F: 2 clusters Score -2821038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -2806523.500000 Penalty: 2978.549805
	Iteration 0F: 3 clusters Score -2806524 nChanged 9870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -2811679.500000 Penalty: 2978.549805
	Iteration 1F: 3 clusters Score -2811680 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -2812091.250000 Penalty: 2978.549805
	Iteration 2F: 3 clusters Score -2812091 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -2812417.500000 Penalty: 2978.549805
	Iteration 3Q: 3 clusters Score -2812418 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -2812669.500000 Penalty: 2978.549805
	Iteration 4Q: 3 clusters Score -2812670 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -2812869.750000 Penalty: 2978.549805
	Iteration 5Q: 3 clusters Score -2812870 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -2813050.000000 Penalty: 2978.549805
	Iteration 6Q: 3 clusters Score -2813050 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -2813210.750000 Penalty: 2978.549805
	Iteration 7Q: 3 clusters Score -2813211 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -2813433.000000 Penalty: 2978.549805
	Iteration 8Q: 3 clusters Score -2813433 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -2813689.250000 Penalty: 2978.549805
	Iteration 9Q: 3 clusters Score -2813689 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -2814023.000000 Penalty: 2978.549805
	Iteration 10Q: 3 clusters Score -2814023 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -2814445.250000 Penalty: 2978.549805
	Iteration 11Q: 3 clusters Score -2814445 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -2814950.750000 Penalty: 2978.549805
	Iteration 12Q: 3 clusters Score -2814951 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -2815594.750000 Penalty: 2978.549805
	Iteration 13Q: 3 clusters Score -2815595 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -2816322.250000 Penalty: 2978.549805
	Iteration 14Q: 3 clusters Score -2816322 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -2817186.250000 Penalty: 2978.549805
	Iteration 15Q: 3 clusters Score -2817186 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19333 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -2818025.250000 Penalty: 2978.549805
	Iteration 16Q: 3 clusters Score -2818025 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -2818630.750000 Penalty: 2978.549805
	Iteration 17Q: 3 clusters Score -2818631 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -2819034.000000 Penalty: 2978.549805
	Iteration 18Q: 3 clusters Score -2819034 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -2819273.000000 Penalty: 2978.549805
	Iteration 19Q: 3 clusters Score -2819273 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -2819478.750000 Penalty: 2978.549805
	Iteration 20F: 3 clusters Score -2819479 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21021 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2819577.500000 Penalty: 2978.549805
	Iteration 21Q: 3 clusters Score -2819578 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2819632.500000 Penalty: 2978.549805
	Iteration 22Q: 3 clusters Score -2819632 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21151 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2819676.500000 Penalty: 2978.549805
	Iteration 23Q: 3 clusters Score -2819676 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2819701.500000 Penalty: 2978.549805
	Iteration 24Q: 3 clusters Score -2819702 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2819726.500000 Penalty: 2978.549805
	Iteration 25Q: 3 clusters Score -2819726 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21272 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2819757.250000 Penalty: 2978.549805
	Iteration 26Q: 3 clusters Score -2819757 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2819784.000000 Penalty: 2978.549805
	Iteration 27Q: 3 clusters Score -2819784 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21348 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2819804.250000 Penalty: 2978.549805
	Iteration 28Q: 3 clusters Score -2819804 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2819826.250000 Penalty: 2978.549805
	Iteration 29Q: 3 clusters Score -2819826 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2819840.000000 Penalty: 2978.549805
	Iteration 30Q: 3 clusters Score -2819840 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2819852.750000 Penalty: 2978.549805
	Iteration 31Q: 3 clusters Score -2819853 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2819861.000000 Penalty: 2978.549805
	Iteration 32Q: 3 clusters Score -2819861 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21433 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -2819878.000000 Penalty: 2978.549805
	Iteration 33Q: 3 clusters Score -2819878 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21446 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2819887.000000 Penalty: 2978.549805
	Iteration 34Q: 3 clusters Score -2819887 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2819891.500000 Penalty: 2978.549805
	Iteration 35Q: 3 clusters Score -2819892 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2819904.750000 Penalty: 2978.549805
	Iteration 36Q: 3 clusters Score -2819905 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2819905.750000 Penalty: 2978.549805
	Iteration 37Q: 3 clusters Score -2819906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2819908.500000 Penalty: 2978.549805
	Iteration 38Q: 3 clusters Score -2819908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2819913.500000 Penalty: 2978.549805
	Iteration 39Q: 3 clusters Score -2819914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21488 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2819915.500000 Penalty: 2978.549805
	Iteration 40F: 3 clusters Score -2819916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2819918.000000 Penalty: 2978.549805
	Iteration 41Q: 3 clusters Score -2819918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2819918.000000 Penalty: 2978.549805
	Iteration 42Q: 3 clusters Score -2819918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2819913.250000 Penalty: 2978.549805
	Iteration 43Q: 3 clusters Score -2819913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2819920.750000 Penalty: 2978.549805
	Iteration 44Q: 3 clusters Score -2819921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -2819916.000000 Penalty: 2978.549805
	Iteration 45Q: 3 clusters Score -2819916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2819916.500000 Penalty: 2978.549805
	Iteration 46Q: 3 clusters Score -2819916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2819916.500000 Penalty: 2978.549805
	Iteration 47Q: 3 clusters Score -2819916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2819916.500000 Penalty: 2978.549805
	Iteration 48F: 3 clusters Score -2819916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Entering Unmasked Estep 
Score: -26039.529297 Penalty: 900.550903
	Iteration 0F: 2 clusters Score -26039.53 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 210 members 
Entering Unmasked Estep 
Score: -25303.253906 Penalty: 1801.101807
	Iteration 0F: 3 clusters Score -25303.25 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -25575.933594 Penalty: 1801.101807
	Iteration 1F: 3 clusters Score -25575.93 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -25710.761719 Penalty: 1801.101807
	Iteration 2F: 3 clusters Score -25710.76 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -25782.218750 Penalty: 1801.101807
	Iteration 3Q: 3 clusters Score -25782.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -25820.576172 Penalty: 1801.101807
	Iteration 4Q: 3 clusters Score -25820.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -25830.978516 Penalty: 1801.101807
	Iteration 5Q: 3 clusters Score -25830.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -25838.271484 Penalty: 1801.101807
	Iteration 6Q: 3 clusters Score -25838.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -25853.542969 Penalty: 1801.101807
	Iteration 7Q: 3 clusters Score -25853.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -25878.150391 Penalty: 1801.101807
	Iteration 8Q: 3 clusters Score -25878.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -25906.687500 Penalty: 1801.101807
	Iteration 9Q: 3 clusters Score -25906.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -25921.789062 Penalty: 1801.101807
	Iteration 10Q: 3 clusters Score -25921.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -25930.941406 Penalty: 1801.101807
	Iteration 11Q: 3 clusters Score -25930.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -25942.216797 Penalty: 1801.101807
	Iteration 12Q: 3 clusters Score -25942.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -25945.289062 Penalty: 1801.101807
	Iteration 13Q: 3 clusters Score -25945.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -25945.289062 Penalty: 1801.101807
	Iteration 14F: 3 clusters Score -25945.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Entering Unmasked Estep 
Score: -331218.218750 Penalty: 1181.081421
	Iteration 0F: 2 clusters Score -331218.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -328812.875000 Penalty: 2362.162842
	Iteration 0F: 3 clusters Score -328812.9 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -329422.031250 Penalty: 2362.162842
	Iteration 1F: 3 clusters Score -329422 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -329608.062500 Penalty: 2362.162842
	Iteration 2F: 3 clusters Score -329608.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -329729.343750 Penalty: 2362.162842
	Iteration 3F: 3 clusters Score -329729.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -329797.531250 Penalty: 2362.162842
	Iteration 4Q: 3 clusters Score -329797.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -329847.093750 Penalty: 2362.162842
	Iteration 5Q: 3 clusters Score -329847.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -329886.062500 Penalty: 2362.162842
	Iteration 6Q: 3 clusters Score -329886.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -329921.937500 Penalty: 2362.162842
	Iteration 7Q: 3 clusters Score -329921.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -329948.656250 Penalty: 2362.162842
	Iteration 8Q: 3 clusters Score -329948.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -329987.843750 Penalty: 2362.162842
	Iteration 9Q: 3 clusters Score -329987.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -330021.812500 Penalty: 2362.162842
	Iteration 10Q: 3 clusters Score -330021.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -330049.500000 Penalty: 2362.162842
	Iteration 11Q: 3 clusters Score -330049.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -330069.218750 Penalty: 2362.162842
	Iteration 12Q: 3 clusters Score -330069.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -330084.937500 Penalty: 2362.162842
	Iteration 13Q: 3 clusters Score -330084.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -330100.906250 Penalty: 2362.162842
	Iteration 14Q: 3 clusters Score -330100.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -330114.218750 Penalty: 2362.162842
	Iteration 15Q: 3 clusters Score -330114.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -330127.656250 Penalty: 2362.162842
	Iteration 16Q: 3 clusters Score -330127.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -330139.937500 Penalty: 2362.162842
	Iteration 17Q: 3 clusters Score -330139.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -330149.343750 Penalty: 2362.162842
	Iteration 18Q: 3 clusters Score -330149.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -330155.656250 Penalty: 2362.162842
	Iteration 19Q: 3 clusters Score -330155.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -330162.250000 Penalty: 2362.162842
	Iteration 20F: 3 clusters Score -330162.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -330176.031250 Penalty: 2362.162842
	Iteration 21Q: 3 clusters Score -330176 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -330184.875000 Penalty: 2362.162842
	Iteration 22Q: 3 clusters Score -330184.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -330194.906250 Penalty: 2362.162842
	Iteration 23Q: 3 clusters Score -330194.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -330203.593750 Penalty: 2362.162842
	Iteration 24Q: 3 clusters Score -330203.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -330212.000000 Penalty: 2362.162842
	Iteration 25Q: 3 clusters Score -330212 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -330223.437500 Penalty: 2362.162842
	Iteration 26Q: 3 clusters Score -330223.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -330228.343750 Penalty: 2362.162842
	Iteration 27Q: 3 clusters Score -330228.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -330232.625000 Penalty: 2362.162842
	Iteration 28Q: 3 clusters Score -330232.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -330234.875000 Penalty: 2362.162842
	Iteration 29Q: 3 clusters Score -330234.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -330238.593750 Penalty: 2362.162842
	Iteration 30Q: 3 clusters Score -330238.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -330243.968750 Penalty: 2362.162842
	Iteration 31Q: 3 clusters Score -330244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -330248.937500 Penalty: 2362.162842
	Iteration 32Q: 3 clusters Score -330248.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -330257.437500 Penalty: 2362.162842
	Iteration 33Q: 3 clusters Score -330257.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -330265.906250 Penalty: 2362.162842
	Iteration 34Q: 3 clusters Score -330265.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -330271.500000 Penalty: 2362.162842
	Iteration 35Q: 3 clusters Score -330271.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -330273.593750 Penalty: 2362.162842
	Iteration 36Q: 3 clusters Score -330273.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -330274.750000 Penalty: 2362.162842
	Iteration 37Q: 3 clusters Score -330274.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -330277.468750 Penalty: 2362.162842
	Iteration 38Q: 3 clusters Score -330277.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -330279.000000 Penalty: 2362.162842
	Iteration 39Q: 3 clusters Score -330279 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -330281.062500 Penalty: 2362.162842
	Iteration 40F: 3 clusters Score -330281.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -330283.750000 Penalty: 2362.162842
	Iteration 41Q: 3 clusters Score -330283.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -330284.750000 Penalty: 2362.162842
	Iteration 42Q: 3 clusters Score -330284.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -330286.437500 Penalty: 2362.162842
	Iteration 43Q: 3 clusters Score -330286.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -330287.968750 Penalty: 2362.162842
	Iteration 44Q: 3 clusters Score -330288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -330289.437500 Penalty: 2362.162842
	Iteration 45Q: 3 clusters Score -330289.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -330289.718750 Penalty: 2362.162842
	Iteration 46Q: 3 clusters Score -330289.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -330289.593750 Penalty: 2362.162842
	Iteration 47Q: 3 clusters Score -330289.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -330290.031250 Penalty: 2362.162842
	Iteration 48Q: 3 clusters Score -330290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -330290.031250 Penalty: 2362.162842
	Iteration 49F: 3 clusters Score -330290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (21118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Entering Unmasked Estep 
Score: -2577861.750000 Penalty: 1481.732666
	Iteration 0F: 2 clusters Score -2577862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -2564028.750000 Penalty: 2963.465332
	Iteration 0F: 3 clusters Score -2564029 nChanged 9316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -2569079.750000 Penalty: 2963.465332
	Iteration 1F: 3 clusters Score -2569080 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -2569507.250000 Penalty: 2963.465332
	Iteration 2F: 3 clusters Score -2569507 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -2569917.750000 Penalty: 2963.465332
	Iteration 3Q: 3 clusters Score -2569918 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -2570410.250000 Penalty: 2963.465332
	Iteration 4Q: 3 clusters Score -2570410 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -2571000.250000 Penalty: 2963.465332
	Iteration 5F: 3 clusters Score -2571000 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -2571771.750000 Penalty: 2963.465332
	Iteration 6F: 3 clusters Score -2571772 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -2572725.000000 Penalty: 2963.465332
	Iteration 7F: 3 clusters Score -2572725 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -2573763.250000 Penalty: 2963.465332
	Iteration 8F: 3 clusters Score -2573763 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -2574631.750000 Penalty: 2963.465332
	Iteration 9F: 3 clusters Score -2574632 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -2575367.000000 Penalty: 2963.465332
	Iteration 10Q: 3 clusters Score -2575367 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -2575884.000000 Penalty: 2963.465332
	Iteration 11Q: 3 clusters Score -2575884 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -2576184.000000 Penalty: 2963.465332
	Iteration 12Q: 3 clusters Score -2576184 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -2576409.750000 Penalty: 2963.465332
	Iteration 13Q: 3 clusters Score -2576410 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -2576539.250000 Penalty: 2963.465332
	Iteration 14Q: 3 clusters Score -2576539 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -2576626.750000 Penalty: 2963.465332
	Iteration 15Q: 3 clusters Score -2576627 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -2576674.500000 Penalty: 2963.465332
	Iteration 16Q: 3 clusters Score -2576674 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -2576719.250000 Penalty: 2963.465332
	Iteration 17Q: 3 clusters Score -2576719 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -2576737.750000 Penalty: 2963.465332
	Iteration 18Q: 3 clusters Score -2576738 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -2576747.500000 Penalty: 2963.465332
	Iteration 19Q: 3 clusters Score -2576748 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -2576759.000000 Penalty: 2963.465332
	Iteration 20F: 3 clusters Score -2576759 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -2576765.750000 Penalty: 2963.465332
	Iteration 21Q: 3 clusters Score -2576766 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -2576768.750000 Penalty: 2963.465332
	Iteration 22Q: 3 clusters Score -2576769 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 20160 members 
Entering Unmasked Estep 
Score: -2576777.250000 Penalty: 2963.465332
	Iteration 23Q: 3 clusters Score -2576777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -2576777.250000 Penalty: 2963.465332
	Iteration 24Q: 3 clusters Score -2576777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
Score: -2576779.750000 Penalty: 2963.465332
	Iteration 25Q: 3 clusters Score -2576780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -2576783.250000 Penalty: 2963.465332
	Iteration 26Q: 3 clusters Score -2576783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -2576788.250000 Penalty: 2963.465332
	Iteration 27Q: 3 clusters Score -2576788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -2576790.000000 Penalty: 2963.465332
	Iteration 28Q: 3 clusters Score -2576790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -2576789.500000 Penalty: 2963.465332
	Iteration 29Q: 3 clusters Score -2576790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -2576789.750000 Penalty: 2963.465332
	Iteration 30Q: 3 clusters Score -2576790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -2576798.250000 Penalty: 2963.465332
	Iteration 31Q: 3 clusters Score -2576798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 20200 members 
Entering Unmasked Estep 
Score: -2576797.750000 Penalty: 2963.465332
	Iteration 32Q: 3 clusters Score -2576798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 20206 members 
Entering Unmasked Estep 
Score: -2576802.750000 Penalty: 2963.465332
	Iteration 33Q: 3 clusters Score -2576803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -2576806.250000 Penalty: 2963.465332
	Iteration 34Q: 3 clusters Score -2576806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -2576807.750000 Penalty: 2963.465332
	Iteration 35Q: 3 clusters Score -2576808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -2576813.000000 Penalty: 2963.465332
	Iteration 36Q: 3 clusters Score -2576813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -2576813.500000 Penalty: 2963.465332
	Iteration 37Q: 3 clusters Score -2576814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -2576815.250000 Penalty: 2963.465332
	Iteration 38Q: 3 clusters Score -2576815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -2576821.500000 Penalty: 2963.465332
	Iteration 39Q: 3 clusters Score -2576822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -2576822.500000 Penalty: 2963.465332
	Iteration 40F: 3 clusters Score -2576822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -2576822.500000 Penalty: 2963.465332
	Iteration 41Q: 3 clusters Score -2576822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -2576822.500000 Penalty: 2963.465332
	Iteration 42F: 3 clusters Score -2576822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 551 members 
Mstep: Class 3 contains 6670 members 
Mstep: Class 4 contains 2829 members 
Mstep: Class 5 contains 58328 members 
Mstep: Class 6 contains 63209 members 
Mstep: Class 7 contains 29230 members 
Mstep: Class 8 contains 11828 members 
Mstep: Class 9 contains 88339 members 
Mstep: Class 10 contains 9385 members 
Mstep: Class 11 contains 3951 members 
Mstep: Class 12 contains 127 members 
Mstep: Class 13 contains 7120 members 
Mstep: Class 14 contains 9952 members 
Mstep: Class 15 contains 385 members 
Mstep: Class 16 contains 54683 members 
Mstep: Class 17 contains 28159 members 
Mstep: Class 18 contains 42453 members 
Mstep: Class 19 contains 33030 members 
Mstep: Class 20 contains 1658 members 
Mstep: Class 21 contains 90482 members 
Mstep: Class 22 contains 10083 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5763 members 
Mstep: Class 25 contains 5116 members 
Mstep: Class 26 contains 5478 members 
Mstep: Class 27 contains 589 members 
Mstep: Class 28 contains 35245 members 
Mstep: Class 29 contains 5062 members 
Mstep: Class 30 contains 22216 members 
Mstep: Class 31 contains 425 members 
Mstep: Class 32 contains 2800 members 
Mstep: Class 33 contains 21118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80953744.000000 Penalty: 71836.898438
Iteration 119Q: 37 clusters Score -8.095374e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 551 members 
Mstep: Class 3 contains 6887 members 
Mstep: Class 4 contains 2823 members 
Mstep: Class 5 contains 58312 members 
Mstep: Class 6 contains 63280 members 
Mstep: Class 7 contains 29337 members 
Mstep: Class 8 contains 11836 members 
Mstep: Class 9 contains 88329 members 
Mstep: Class 10 contains 9408 members 
Mstep: Class 11 contains 3955 members 
Mstep: Class 12 contains 127 members 
Mstep: Class 13 contains 7115 members 
Mstep: Class 14 contains 9945 members 
Mstep: Class 15 contains 398 members 
Mstep: Class 16 contains 54731 members 
Mstep: Class 17 contains 28154 members 
Mstep: Class 18 contains 42447 members 
Mstep: Class 19 contains 33019 members 
Mstep: Class 20 contains 1658 members 
Mstep: Class 21 contains 90483 members 
Mstep: Class 22 contains 10109 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5765 members 
Mstep: Class 25 contains 5120 members 
Mstep: Class 26 contains 5480 members 
Mstep: Class 27 contains 587 members 
Mstep: Class 28 contains 34872 members 
Mstep: Class 29 contains 5063 members 
Mstep: Class 30 contains 22226 members 
Mstep: Class 31 contains 414 members 
Mstep: Class 32 contains 2812 members 
Mstep: Class 33 contains 21132 members 
Mstep: Class 34 contains 271 members 
Mstep: Class 35 contains 389 members 
Mstep: Class 36 contains 4532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80954376.000000 Penalty: 71836.898438
Iteration 120F: 37 clusters Score -8.095438e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 544 members 
Mstep: Class 3 contains 6984 members 
Mstep: Class 4 contains 2822 members 
Mstep: Class 5 contains 58296 members 
Mstep: Class 6 contains 63251 members 
Mstep: Class 7 contains 29222 members 
Mstep: Class 8 contains 11841 members 
Mstep: Class 9 contains 88313 members 
Mstep: Class 10 contains 9400 members 
Mstep: Class 11 contains 3958 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7116 members 
Mstep: Class 14 contains 9941 members 
Mstep: Class 15 contains 405 members 
Mstep: Class 16 contains 54720 members 
Mstep: Class 17 contains 28179 members 
Mstep: Class 18 contains 42433 members 
Mstep: Class 19 contains 32977 members 
Mstep: Class 20 contains 1657 members 
Mstep: Class 21 contains 90478 members 
Mstep: Class 22 contains 9967 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5764 members 
Mstep: Class 25 contains 5122 members 
Mstep: Class 26 contains 5480 members 
Mstep: Class 27 contains 585 members 
Mstep: Class 28 contains 34733 members 
Mstep: Class 29 contains 5067 members 
Mstep: Class 30 contains 22214 members 
Mstep: Class 31 contains 407 members 
Mstep: Class 32 contains 2823 members 
Mstep: Class 33 contains 21146 members 
Mstep: Class 34 contains 271 members 
Mstep: Class 35 contains 400 members 
Mstep: Class 36 contains 4928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80954744.000000 Penalty: 71836.898438
Iteration 121Q: 37 clusters Score -8.095474e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 542 members 
Mstep: Class 3 contains 7027 members 
Mstep: Class 4 contains 2821 members 
Mstep: Class 5 contains 58275 members 
Mstep: Class 6 contains 63254 members 
Mstep: Class 7 contains 29153 members 
Mstep: Class 8 contains 11842 members 
Mstep: Class 9 contains 88301 members 
Mstep: Class 10 contains 9387 members 
Mstep: Class 11 contains 3962 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7116 members 
Mstep: Class 14 contains 9939 members 
Mstep: Class 15 contains 411 members 
Mstep: Class 16 contains 54734 members 
Mstep: Class 17 contains 28221 members 
Mstep: Class 18 contains 42424 members 
Mstep: Class 19 contains 32956 members 
Mstep: Class 20 contains 1656 members 
Mstep: Class 21 contains 90474 members 
Mstep: Class 22 contains 9893 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5757 members 
Mstep: Class 25 contains 5125 members 
Mstep: Class 26 contains 5482 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34680 members 
Mstep: Class 29 contains 5067 members 
Mstep: Class 30 contains 22208 members 
Mstep: Class 31 contains 401 members 
Mstep: Class 32 contains 2828 members 
Mstep: Class 33 contains 21152 members 
Mstep: Class 34 contains 271 members 
Mstep: Class 35 contains 401 members 
Mstep: Class 36 contains 5100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80954768.000000 Penalty: 71836.898438
Iteration 122Q: 37 clusters Score -8.095477e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 541 members 
Mstep: Class 3 contains 7050 members 
Mstep: Class 4 contains 2819 members 
Mstep: Class 5 contains 58262 members 
Mstep: Class 6 contains 63268 members 
Mstep: Class 7 contains 29133 members 
Mstep: Class 8 contains 11844 members 
Mstep: Class 9 contains 88289 members 
Mstep: Class 10 contains 9372 members 
Mstep: Class 11 contains 3966 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7114 members 
Mstep: Class 14 contains 9941 members 
Mstep: Class 15 contains 414 members 
Mstep: Class 16 contains 54740 members 
Mstep: Class 17 contains 28270 members 
Mstep: Class 18 contains 42410 members 
Mstep: Class 19 contains 32928 members 
Mstep: Class 20 contains 1656 members 
Mstep: Class 21 contains 90458 members 
Mstep: Class 22 contains 9848 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5757 members 
Mstep: Class 25 contains 5128 members 
Mstep: Class 26 contains 5484 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34638 members 
Mstep: Class 29 contains 5066 members 
Mstep: Class 30 contains 22207 members 
Mstep: Class 31 contains 398 members 
Mstep: Class 32 contains 2835 members 
Mstep: Class 33 contains 21155 members 
Mstep: Class 34 contains 271 members 
Mstep: Class 35 contains 402 members 
Mstep: Class 36 contains 5194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80954872.000000 Penalty: 71836.898438
Iteration 123Q: 37 clusters Score -8.095487e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7068 members 
Mstep: Class 4 contains 2815 members 
Mstep: Class 5 contains 58252 members 
Mstep: Class 6 contains 63278 members 
Mstep: Class 7 contains 29110 members 
Mstep: Class 8 contains 11845 members 
Mstep: Class 9 contains 88266 members 
Mstep: Class 10 contains 9362 members 
Mstep: Class 11 contains 3966 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7113 members 
Mstep: Class 14 contains 9941 members 
Mstep: Class 15 contains 416 members 
Mstep: Class 16 contains 54743 members 
Mstep: Class 17 contains 28327 members 
Mstep: Class 18 contains 42398 members 
Mstep: Class 19 contains 32897 members 
Mstep: Class 20 contains 1654 members 
Mstep: Class 21 contains 90445 members 
Mstep: Class 22 contains 9819 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5757 members 
Mstep: Class 25 contains 5133 members 
Mstep: Class 26 contains 5487 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34623 members 
Mstep: Class 29 contains 5064 members 
Mstep: Class 30 contains 22206 members 
Mstep: Class 31 contains 397 members 
Mstep: Class 32 contains 2837 members 
Mstep: Class 33 contains 21170 members 
Mstep: Class 34 contains 270 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80955040.000000 Penalty: 71836.898438
Iteration 124Q: 37 clusters Score -8.095504e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7073 members 
Mstep: Class 4 contains 2814 members 
Mstep: Class 5 contains 58249 members 
Mstep: Class 6 contains 63300 members 
Mstep: Class 7 contains 29090 members 
Mstep: Class 8 contains 11848 members 
Mstep: Class 9 contains 88239 members 
Mstep: Class 10 contains 9357 members 
Mstep: Class 11 contains 3969 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7113 members 
Mstep: Class 14 contains 9940 members 
Mstep: Class 15 contains 419 members 
Mstep: Class 16 contains 54738 members 
Mstep: Class 17 contains 28362 members 
Mstep: Class 18 contains 42390 members 
Mstep: Class 19 contains 32875 members 
Mstep: Class 20 contains 1652 members 
Mstep: Class 21 contains 90447 members 
Mstep: Class 22 contains 9790 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5755 members 
Mstep: Class 25 contains 5137 members 
Mstep: Class 26 contains 5489 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34619 members 
Mstep: Class 29 contains 5062 members 
Mstep: Class 30 contains 22203 members 
Mstep: Class 31 contains 395 members 
Mstep: Class 32 contains 2841 members 
Mstep: Class 33 contains 21179 members 
Mstep: Class 34 contains 269 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80954944.000000 Penalty: 71836.898438
Iteration 125Q: 37 clusters Score -8.095494e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7075 members 
Mstep: Class 4 contains 2813 members 
Mstep: Class 5 contains 58246 members 
Mstep: Class 6 contains 63315 members 
Mstep: Class 7 contains 29076 members 
Mstep: Class 8 contains 11849 members 
Mstep: Class 9 contains 88216 members 
Mstep: Class 10 contains 9353 members 
Mstep: Class 11 contains 3971 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7113 members 
Mstep: Class 14 contains 9939 members 
Mstep: Class 15 contains 419 members 
Mstep: Class 16 contains 54735 members 
Mstep: Class 17 contains 28396 members 
Mstep: Class 18 contains 42389 members 
Mstep: Class 19 contains 32858 members 
Mstep: Class 20 contains 1650 members 
Mstep: Class 21 contains 90440 members 
Mstep: Class 22 contains 9768 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5755 members 
Mstep: Class 25 contains 5141 members 
Mstep: Class 26 contains 5488 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34615 members 
Mstep: Class 29 contains 5057 members 
Mstep: Class 30 contains 22203 members 
Mstep: Class 31 contains 394 members 
Mstep: Class 32 contains 2848 members 
Mstep: Class 33 contains 21186 members 
Mstep: Class 34 contains 270 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80954872.000000 Penalty: 71836.898438
Iteration 126Q: 37 clusters Score -8.095487e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7076 members 
Mstep: Class 4 contains 2813 members 
Mstep: Class 5 contains 58253 members 
Mstep: Class 6 contains 63321 members 
Mstep: Class 7 contains 29070 members 
Mstep: Class 8 contains 11850 members 
Mstep: Class 9 contains 88198 members 
Mstep: Class 10 contains 9351 members 
Mstep: Class 11 contains 3975 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7113 members 
Mstep: Class 14 contains 9937 members 
Mstep: Class 15 contains 420 members 
Mstep: Class 16 contains 54733 members 
Mstep: Class 17 contains 28422 members 
Mstep: Class 18 contains 42383 members 
Mstep: Class 19 contains 32845 members 
Mstep: Class 20 contains 1649 members 
Mstep: Class 21 contains 90422 members 
Mstep: Class 22 contains 9758 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5757 members 
Mstep: Class 25 contains 5143 members 
Mstep: Class 26 contains 5490 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34613 members 
Mstep: Class 29 contains 5054 members 
Mstep: Class 30 contains 22205 members 
Mstep: Class 31 contains 394 members 
Mstep: Class 32 contains 2851 members 
Mstep: Class 33 contains 21194 members 
Mstep: Class 34 contains 269 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80955040.000000 Penalty: 71836.898438
Iteration 127Q: 37 clusters Score -8.095504e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7076 members 
Mstep: Class 4 contains 2812 members 
Mstep: Class 5 contains 58250 members 
Mstep: Class 6 contains 63312 members 
Mstep: Class 7 contains 29079 members 
Mstep: Class 8 contains 11853 members 
Mstep: Class 9 contains 88188 members 
Mstep: Class 10 contains 9350 members 
Mstep: Class 11 contains 3976 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7112 members 
Mstep: Class 14 contains 9934 members 
Mstep: Class 15 contains 423 members 
Mstep: Class 16 contains 54735 members 
Mstep: Class 17 contains 28447 members 
Mstep: Class 18 contains 42375 members 
Mstep: Class 19 contains 32836 members 
Mstep: Class 20 contains 1648 members 
Mstep: Class 21 contains 90411 members 
Mstep: Class 22 contains 9751 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5756 members 
Mstep: Class 25 contains 5142 members 
Mstep: Class 26 contains 5490 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34610 members 
Mstep: Class 29 contains 5054 members 
Mstep: Class 30 contains 22207 members 
Mstep: Class 31 contains 392 members 
Mstep: Class 32 contains 2852 members 
Mstep: Class 33 contains 21205 members 
Mstep: Class 34 contains 268 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80955032.000000 Penalty: 71836.898438
Iteration 128Q: 37 clusters Score -8.095503e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7077 members 
Mstep: Class 4 contains 2810 members 
Mstep: Class 5 contains 58246 members 
Mstep: Class 6 contains 63302 members 
Mstep: Class 7 contains 29084 members 
Mstep: Class 8 contains 11856 members 
Mstep: Class 9 contains 88173 members 
Mstep: Class 10 contains 9349 members 
Mstep: Class 11 contains 3979 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7112 members 
Mstep: Class 14 contains 9938 members 
Mstep: Class 15 contains 424 members 
Mstep: Class 16 contains 54738 members 
Mstep: Class 17 contains 28459 members 
Mstep: Class 18 contains 42362 members 
Mstep: Class 19 contains 32825 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 90410 members 
Mstep: Class 22 contains 9759 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5757 members 
Mstep: Class 25 contains 5145 members 
Mstep: Class 26 contains 5490 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34608 members 
Mstep: Class 29 contains 5054 members 
Mstep: Class 30 contains 22208 members 
Mstep: Class 31 contains 391 members 
Mstep: Class 32 contains 2852 members 
Mstep: Class 33 contains 21210 members 
Mstep: Class 34 contains 268 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80955104.000000 Penalty: 71836.898438
Iteration 129Q: 37 clusters Score -8.09551e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7078 members 
Mstep: Class 4 contains 2811 members 
Mstep: Class 5 contains 58245 members 
Mstep: Class 6 contains 63301 members 
Mstep: Class 7 contains 29087 members 
Mstep: Class 8 contains 11857 members 
Mstep: Class 9 contains 88164 members 
Mstep: Class 10 contains 9347 members 
Mstep: Class 11 contains 3980 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7112 members 
Mstep: Class 14 contains 9939 members 
Mstep: Class 15 contains 425 members 
Mstep: Class 16 contains 54741 members 
Mstep: Class 17 contains 28466 members 
Mstep: Class 18 contains 42353 members 
Mstep: Class 19 contains 32816 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 90410 members 
Mstep: Class 22 contains 9756 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5758 members 
Mstep: Class 25 contains 5144 members 
Mstep: Class 26 contains 5494 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34605 members 
Mstep: Class 29 contains 5055 members 
Mstep: Class 30 contains 22209 members 
Mstep: Class 31 contains 390 members 
Mstep: Class 32 contains 2853 members 
Mstep: Class 33 contains 21217 members 
Mstep: Class 34 contains 268 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80955024.000000 Penalty: 71836.898438
Iteration 130Q: 37 clusters Score -8.095502e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7080 members 
Mstep: Class 4 contains 2810 members 
Mstep: Class 5 contains 58245 members 
Mstep: Class 6 contains 63306 members 
Mstep: Class 7 contains 29086 members 
Mstep: Class 8 contains 11860 members 
Mstep: Class 9 contains 88157 members 
Mstep: Class 10 contains 9347 members 
Mstep: Class 11 contains 3981 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7112 members 
Mstep: Class 14 contains 9941 members 
Mstep: Class 15 contains 426 members 
Mstep: Class 16 contains 54739 members 
Mstep: Class 17 contains 28484 members 
Mstep: Class 18 contains 42339 members 
Mstep: Class 19 contains 32805 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 90404 members 
Mstep: Class 22 contains 9751 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5758 members 
Mstep: Class 25 contains 5145 members 
Mstep: Class 26 contains 5500 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34600 members 
Mstep: Class 29 contains 5056 members 
Mstep: Class 30 contains 22209 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 2853 members 
Mstep: Class 33 contains 21220 members 
Mstep: Class 34 contains 268 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80955024.000000 Penalty: 71836.898438
Iteration 131Q: 37 clusters Score -8.095502e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7081 members 
Mstep: Class 4 contains 2808 members 
Mstep: Class 5 contains 58244 members 
Mstep: Class 6 contains 63306 members 
Mstep: Class 7 contains 29087 members 
Mstep: Class 8 contains 11862 members 
Mstep: Class 9 contains 88154 members 
Mstep: Class 10 contains 9347 members 
Mstep: Class 11 contains 3981 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7112 members 
Mstep: Class 14 contains 9940 members 
Mstep: Class 15 contains 428 members 
Mstep: Class 16 contains 54740 members 
Mstep: Class 17 contains 28494 members 
Mstep: Class 18 contains 42331 members 
Mstep: Class 19 contains 32799 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 90400 members 
Mstep: Class 22 contains 9745 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5758 members 
Mstep: Class 25 contains 5149 members 
Mstep: Class 26 contains 5504 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34598 members 
Mstep: Class 29 contains 5058 members 
Mstep: Class 30 contains 22209 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 2853 members 
Mstep: Class 33 contains 21220 members 
Mstep: Class 34 contains 268 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80955008.000000 Penalty: 71836.898438
Iteration 132Q: 37 clusters Score -8.095501e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7081 members 
Mstep: Class 4 contains 2808 members 
Mstep: Class 5 contains 58242 members 
Mstep: Class 6 contains 63306 members 
Mstep: Class 7 contains 29086 members 
Mstep: Class 8 contains 11864 members 
Mstep: Class 9 contains 88156 members 
Mstep: Class 10 contains 9347 members 
Mstep: Class 11 contains 3981 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7112 members 
Mstep: Class 14 contains 9940 members 
Mstep: Class 15 contains 428 members 
Mstep: Class 16 contains 54740 members 
Mstep: Class 17 contains 28509 members 
Mstep: Class 18 contains 42321 members 
Mstep: Class 19 contains 32787 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 90398 members 
Mstep: Class 22 contains 9746 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5757 members 
Mstep: Class 25 contains 5148 members 
Mstep: Class 26 contains 5508 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34596 members 
Mstep: Class 29 contains 5057 members 
Mstep: Class 30 contains 22209 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 2853 members 
Mstep: Class 33 contains 21221 members 
Mstep: Class 34 contains 268 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80955048.000000 Penalty: 71836.898438
Iteration 133Q: 37 clusters Score -8.095505e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7081 members 
Mstep: Class 4 contains 2808 members 
Mstep: Class 5 contains 58238 members 
Mstep: Class 6 contains 63307 members 
Mstep: Class 7 contains 29085 members 
Mstep: Class 8 contains 11867 members 
Mstep: Class 9 contains 88158 members 
Mstep: Class 10 contains 9347 members 
Mstep: Class 11 contains 3981 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7112 members 
Mstep: Class 14 contains 9940 members 
Mstep: Class 15 contains 428 members 
Mstep: Class 16 contains 54740 members 
Mstep: Class 17 contains 28518 members 
Mstep: Class 18 contains 42315 members 
Mstep: Class 19 contains 32776 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 90397 members 
Mstep: Class 22 contains 9744 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5757 members 
Mstep: Class 25 contains 5150 members 
Mstep: Class 26 contains 5509 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34597 members 
Mstep: Class 29 contains 5056 members 
Mstep: Class 30 contains 22209 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 2854 members 
Mstep: Class 33 contains 21220 members 
Mstep: Class 34 contains 268 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80955000.000000 Penalty: 71836.898438
Iteration 134Q: 37 clusters Score -8.0955e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7081 members 
Mstep: Class 4 contains 2807 members 
Mstep: Class 5 contains 58233 members 
Mstep: Class 6 contains 63309 members 
Mstep: Class 7 contains 29083 members 
Mstep: Class 8 contains 11873 members 
Mstep: Class 9 contains 88154 members 
Mstep: Class 10 contains 9345 members 
Mstep: Class 11 contains 3981 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7112 members 
Mstep: Class 14 contains 9941 members 
Mstep: Class 15 contains 428 members 
Mstep: Class 16 contains 54740 members 
Mstep: Class 17 contains 28525 members 
Mstep: Class 18 contains 42308 members 
Mstep: Class 19 contains 32771 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 90401 members 
Mstep: Class 22 contains 9745 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5757 members 
Mstep: Class 25 contains 5150 members 
Mstep: Class 26 contains 5513 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34595 members 
Mstep: Class 29 contains 5057 members 
Mstep: Class 30 contains 22209 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 2854 members 
Mstep: Class 33 contains 21220 members 
Mstep: Class 34 contains 268 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80954992.000000 Penalty: 71836.898438
Iteration 135Q: 37 clusters Score -8.095499e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7081 members 
Mstep: Class 4 contains 2805 members 
Mstep: Class 5 contains 58232 members 
Mstep: Class 6 contains 63311 members 
Mstep: Class 7 contains 29084 members 
Mstep: Class 8 contains 11879 members 
Mstep: Class 9 contains 88146 members 
Mstep: Class 10 contains 9346 members 
Mstep: Class 11 contains 3980 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7112 members 
Mstep: Class 14 contains 9941 members 
Mstep: Class 15 contains 428 members 
Mstep: Class 16 contains 54738 members 
Mstep: Class 17 contains 28529 members 
Mstep: Class 18 contains 42303 members 
Mstep: Class 19 contains 32768 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 90397 members 
Mstep: Class 22 contains 9745 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5757 members 
Mstep: Class 25 contains 5152 members 
Mstep: Class 26 contains 5517 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34595 members 
Mstep: Class 29 contains 5057 members 
Mstep: Class 30 contains 22209 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 2856 members 
Mstep: Class 33 contains 21223 members 
Mstep: Class 34 contains 268 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80955008.000000 Penalty: 71836.898438
Iteration 136Q: 37 clusters Score -8.095501e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7081 members 
Mstep: Class 4 contains 2804 members 
Mstep: Class 5 contains 58227 members 
Mstep: Class 6 contains 63307 members 
Mstep: Class 7 contains 29083 members 
Mstep: Class 8 contains 11884 members 
Mstep: Class 9 contains 88138 members 
Mstep: Class 10 contains 9346 members 
Mstep: Class 11 contains 3980 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7112 members 
Mstep: Class 14 contains 9942 members 
Mstep: Class 15 contains 428 members 
Mstep: Class 16 contains 54738 members 
Mstep: Class 17 contains 28535 members 
Mstep: Class 18 contains 42296 members 
Mstep: Class 19 contains 32764 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 90399 members 
Mstep: Class 22 contains 9749 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5757 members 
Mstep: Class 25 contains 5157 members 
Mstep: Class 26 contains 5522 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34596 members 
Mstep: Class 29 contains 5057 members 
Mstep: Class 30 contains 22210 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 2860 members 
Mstep: Class 33 contains 21220 members 
Mstep: Class 34 contains 268 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80955016.000000 Penalty: 71836.898438
Iteration 137Q: 37 clusters Score -8.095502e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7081 members 
Mstep: Class 4 contains 2803 members 
Mstep: Class 5 contains 58229 members 
Mstep: Class 6 contains 63307 members 
Mstep: Class 7 contains 29081 members 
Mstep: Class 8 contains 11890 members 
Mstep: Class 9 contains 88126 members 
Mstep: Class 10 contains 9346 members 
Mstep: Class 11 contains 3980 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7112 members 
Mstep: Class 14 contains 9948 members 
Mstep: Class 15 contains 428 members 
Mstep: Class 16 contains 54737 members 
Mstep: Class 17 contains 28542 members 
Mstep: Class 18 contains 42292 members 
Mstep: Class 19 contains 32763 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 90396 members 
Mstep: Class 22 contains 9751 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5757 members 
Mstep: Class 25 contains 5157 members 
Mstep: Class 26 contains 5523 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34596 members 
Mstep: Class 29 contains 5057 members 
Mstep: Class 30 contains 22210 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 2861 members 
Mstep: Class 33 contains 21217 members 
Mstep: Class 34 contains 268 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80955080.000000 Penalty: 71836.898438
Iteration 138Q: 37 clusters Score -8.095508e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7081 members 
Mstep: Class 4 contains 2803 members 
Mstep: Class 5 contains 58224 members 
Mstep: Class 6 contains 63308 members 
Mstep: Class 7 contains 29081 members 
Mstep: Class 8 contains 11891 members 
Mstep: Class 9 contains 88120 members 
Mstep: Class 10 contains 9346 members 
Mstep: Class 11 contains 3980 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7112 members 
Mstep: Class 14 contains 9950 members 
Mstep: Class 15 contains 428 members 
Mstep: Class 16 contains 54735 members 
Mstep: Class 17 contains 28548 members 
Mstep: Class 18 contains 42285 members 
Mstep: Class 19 contains 32761 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 90402 members 
Mstep: Class 22 contains 9751 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5757 members 
Mstep: Class 25 contains 5159 members 
Mstep: Class 26 contains 5528 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34594 members 
Mstep: Class 29 contains 5057 members 
Mstep: Class 30 contains 22210 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 2863 members 
Mstep: Class 33 contains 21216 members 
Mstep: Class 34 contains 268 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80955064.000000 Penalty: 71836.898438
Iteration 139Q: 37 clusters Score -8.095506e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7081 members 
Mstep: Class 4 contains 2803 members 
Mstep: Class 5 contains 58222 members 
Mstep: Class 6 contains 63308 members 
Mstep: Class 7 contains 29082 members 
Mstep: Class 8 contains 11892 members 
Mstep: Class 9 contains 88112 members 
Mstep: Class 10 contains 9346 members 
Mstep: Class 11 contains 3980 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7112 members 
Mstep: Class 14 contains 9950 members 
Mstep: Class 15 contains 428 members 
Mstep: Class 16 contains 54733 members 
Mstep: Class 17 contains 28556 members 
Mstep: Class 18 contains 42280 members 
Mstep: Class 19 contains 32758 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 90402 members 
Mstep: Class 22 contains 9755 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5757 members 
Mstep: Class 25 contains 5160 members 
Mstep: Class 26 contains 5533 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34593 members 
Mstep: Class 29 contains 5056 members 
Mstep: Class 30 contains 22210 members 
Mstep: Class 31 contains 387 members 
Mstep: Class 32 contains 2864 members 
Mstep: Class 33 contains 21217 members 
Mstep: Class 34 contains 268 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80955024.000000 Penalty: 71836.898438
Iteration 140F: 37 clusters Score -8.095502e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7081 members 
Mstep: Class 4 contains 2802 members 
Mstep: Class 5 contains 58219 members 
Mstep: Class 6 contains 63309 members 
Mstep: Class 7 contains 29081 members 
Mstep: Class 8 contains 11896 members 
Mstep: Class 9 contains 88108 members 
Mstep: Class 10 contains 9346 members 
Mstep: Class 11 contains 3981 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7111 members 
Mstep: Class 14 contains 9950 members 
Mstep: Class 15 contains 430 members 
Mstep: Class 16 contains 54732 members 
Mstep: Class 17 contains 28561 members 
Mstep: Class 18 contains 42276 members 
Mstep: Class 19 contains 32754 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 90403 members 
Mstep: Class 22 contains 9756 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5757 members 
Mstep: Class 25 contains 5158 members 
Mstep: Class 26 contains 5536 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34593 members 
Mstep: Class 29 contains 5056 members 
Mstep: Class 30 contains 22210 members 
Mstep: Class 31 contains 385 members 
Mstep: Class 32 contains 2865 members 
Mstep: Class 33 contains 21221 members 
Mstep: Class 34 contains 268 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80955056.000000 Penalty: 71836.898438
Iteration 141Q: 37 clusters Score -8.095506e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7081 members 
Mstep: Class 4 contains 2801 members 
Mstep: Class 5 contains 58219 members 
Mstep: Class 6 contains 63310 members 
Mstep: Class 7 contains 29081 members 
Mstep: Class 8 contains 11902 members 
Mstep: Class 9 contains 88102 members 
Mstep: Class 10 contains 9346 members 
Mstep: Class 11 contains 3981 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7111 members 
Mstep: Class 14 contains 9950 members 
Mstep: Class 15 contains 434 members 
Mstep: Class 16 contains 54731 members 
Mstep: Class 17 contains 28561 members 
Mstep: Class 18 contains 42273 members 
Mstep: Class 19 contains 32752 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 90401 members 
Mstep: Class 22 contains 9755 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5757 members 
Mstep: Class 25 contains 5158 members 
Mstep: Class 26 contains 5539 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34593 members 
Mstep: Class 29 contains 5056 members 
Mstep: Class 30 contains 22210 members 
Mstep: Class 31 contains 383 members 
Mstep: Class 32 contains 2866 members 
Mstep: Class 33 contains 21226 members 
Mstep: Class 34 contains 266 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80955168.000000 Penalty: 71836.898438
Iteration 142Q: 37 clusters Score -8.095517e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7081 members 
Mstep: Class 4 contains 2801 members 
Mstep: Class 5 contains 58217 members 
Mstep: Class 6 contains 63311 members 
Mstep: Class 7 contains 29081 members 
Mstep: Class 8 contains 11906 members 
Mstep: Class 9 contains 88099 members 
Mstep: Class 10 contains 9346 members 
Mstep: Class 11 contains 3981 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7111 members 
Mstep: Class 14 contains 9950 members 
Mstep: Class 15 contains 436 members 
Mstep: Class 16 contains 54731 members 
Mstep: Class 17 contains 28568 members 
Mstep: Class 18 contains 42269 members 
Mstep: Class 19 contains 32747 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 90399 members 
Mstep: Class 22 contains 9754 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5757 members 
Mstep: Class 25 contains 5160 members 
Mstep: Class 26 contains 5540 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34593 members 
Mstep: Class 29 contains 5055 members 
Mstep: Class 30 contains 22210 members 
Mstep: Class 31 contains 383 members 
Mstep: Class 32 contains 2867 members 
Mstep: Class 33 contains 21228 members 
Mstep: Class 34 contains 264 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80955304.000000 Penalty: 71836.898438
Iteration 143Q: 37 clusters Score -8.09553e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7081 members 
Mstep: Class 4 contains 2800 members 
Mstep: Class 5 contains 58216 members 
Mstep: Class 6 contains 63312 members 
Mstep: Class 7 contains 29080 members 
Mstep: Class 8 contains 11907 members 
Mstep: Class 9 contains 88095 members 
Mstep: Class 10 contains 9346 members 
Mstep: Class 11 contains 3981 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7111 members 
Mstep: Class 14 contains 9950 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 54730 members 
Mstep: Class 17 contains 28573 members 
Mstep: Class 18 contains 42265 members 
Mstep: Class 19 contains 32744 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 90398 members 
Mstep: Class 22 contains 9755 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5757 members 
Mstep: Class 25 contains 5162 members 
Mstep: Class 26 contains 5542 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34593 members 
Mstep: Class 29 contains 5055 members 
Mstep: Class 30 contains 22210 members 
Mstep: Class 31 contains 382 members 
Mstep: Class 32 contains 2868 members 
Mstep: Class 33 contains 21231 members 
Mstep: Class 34 contains 263 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80955416.000000 Penalty: 71836.898438
Iteration 144Q: 37 clusters Score -8.095542e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7081 members 
Mstep: Class 4 contains 2799 members 
Mstep: Class 5 contains 58215 members 
Mstep: Class 6 contains 63313 members 
Mstep: Class 7 contains 29081 members 
Mstep: Class 8 contains 11910 members 
Mstep: Class 9 contains 88097 members 
Mstep: Class 10 contains 9346 members 
Mstep: Class 11 contains 3981 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7111 members 
Mstep: Class 14 contains 9950 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 54731 members 
Mstep: Class 17 contains 28582 members 
Mstep: Class 18 contains 42264 members 
Mstep: Class 19 contains 32736 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 90392 members 
Mstep: Class 22 contains 9755 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5757 members 
Mstep: Class 25 contains 5161 members 
Mstep: Class 26 contains 5542 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34593 members 
Mstep: Class 29 contains 5055 members 
Mstep: Class 30 contains 22210 members 
Mstep: Class 31 contains 382 members 
Mstep: Class 32 contains 2869 members 
Mstep: Class 33 contains 21231 members 
Mstep: Class 34 contains 263 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80955384.000000 Penalty: 71836.898438
Iteration 145Q: 37 clusters Score -8.095538e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7081 members 
Mstep: Class 4 contains 2798 members 
Mstep: Class 5 contains 58217 members 
Mstep: Class 6 contains 63314 members 
Mstep: Class 7 contains 29081 members 
Mstep: Class 8 contains 11916 members 
Mstep: Class 9 contains 88090 members 
Mstep: Class 10 contains 9346 members 
Mstep: Class 11 contains 3981 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7111 members 
Mstep: Class 14 contains 9950 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 54730 members 
Mstep: Class 17 contains 28597 members 
Mstep: Class 18 contains 42261 members 
Mstep: Class 19 contains 32727 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 90388 members 
Mstep: Class 22 contains 9755 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5757 members 
Mstep: Class 25 contains 5160 members 
Mstep: Class 26 contains 5542 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34593 members 
Mstep: Class 29 contains 5056 members 
Mstep: Class 30 contains 22211 members 
Mstep: Class 31 contains 382 members 
Mstep: Class 32 contains 2869 members 
Mstep: Class 33 contains 21231 members 
Mstep: Class 34 contains 263 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80955432.000000 Penalty: 71836.898438
Iteration 146Q: 37 clusters Score -8.095543e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7081 members 
Mstep: Class 4 contains 2798 members 
Mstep: Class 5 contains 58217 members 
Mstep: Class 6 contains 63313 members 
Mstep: Class 7 contains 29082 members 
Mstep: Class 8 contains 11921 members 
Mstep: Class 9 contains 88085 members 
Mstep: Class 10 contains 9346 members 
Mstep: Class 11 contains 3981 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7111 members 
Mstep: Class 14 contains 9951 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 54731 members 
Mstep: Class 17 contains 28607 members 
Mstep: Class 18 contains 42257 members 
Mstep: Class 19 contains 32724 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 90383 members 
Mstep: Class 22 contains 9755 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5757 members 
Mstep: Class 25 contains 5160 members 
Mstep: Class 26 contains 5541 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34594 members 
Mstep: Class 29 contains 5056 members 
Mstep: Class 30 contains 22211 members 
Mstep: Class 31 contains 382 members 
Mstep: Class 32 contains 2869 members 
Mstep: Class 33 contains 21231 members 
Mstep: Class 34 contains 263 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80955464.000000 Penalty: 71836.898438
Iteration 147Q: 37 clusters Score -8.095546e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7081 members 
Mstep: Class 4 contains 2798 members 
Mstep: Class 5 contains 58217 members 
Mstep: Class 6 contains 63313 members 
Mstep: Class 7 contains 29085 members 
Mstep: Class 8 contains 11922 members 
Mstep: Class 9 contains 88072 members 
Mstep: Class 10 contains 9345 members 
Mstep: Class 11 contains 3981 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7111 members 
Mstep: Class 14 contains 9952 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 54731 members 
Mstep: Class 17 contains 28624 members 
Mstep: Class 18 contains 42253 members 
Mstep: Class 19 contains 32721 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 90383 members 
Mstep: Class 22 contains 9755 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5757 members 
Mstep: Class 25 contains 5160 members 
Mstep: Class 26 contains 5542 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34594 members 
Mstep: Class 29 contains 5056 members 
Mstep: Class 30 contains 22211 members 
Mstep: Class 31 contains 382 members 
Mstep: Class 32 contains 2869 members 
Mstep: Class 33 contains 21229 members 
Mstep: Class 34 contains 263 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80955440.000000 Penalty: 71836.898438
Iteration 148Q: 37 clusters Score -8.095544e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7081 members 
Mstep: Class 4 contains 2798 members 
Mstep: Class 5 contains 58217 members 
Mstep: Class 6 contains 63313 members 
Mstep: Class 7 contains 29087 members 
Mstep: Class 8 contains 11922 members 
Mstep: Class 9 contains 88062 members 
Mstep: Class 10 contains 9345 members 
Mstep: Class 11 contains 3981 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7111 members 
Mstep: Class 14 contains 9952 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 54730 members 
Mstep: Class 17 contains 28638 members 
Mstep: Class 18 contains 42250 members 
Mstep: Class 19 contains 32717 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 90382 members 
Mstep: Class 22 contains 9755 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5757 members 
Mstep: Class 25 contains 5160 members 
Mstep: Class 26 contains 5542 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34593 members 
Mstep: Class 29 contains 5056 members 
Mstep: Class 30 contains 22211 members 
Mstep: Class 31 contains 382 members 
Mstep: Class 32 contains 2869 members 
Mstep: Class 33 contains 21233 members 
Mstep: Class 34 contains 263 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80955472.000000 Penalty: 71836.898438
Iteration 149Q: 37 clusters Score -8.095547e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7081 members 
Mstep: Class 4 contains 2798 members 
Mstep: Class 5 contains 58211 members 
Mstep: Class 6 contains 63313 members 
Mstep: Class 7 contains 29088 members 
Mstep: Class 8 contains 11923 members 
Mstep: Class 9 contains 88048 members 
Mstep: Class 10 contains 9345 members 
Mstep: Class 11 contains 3981 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7111 members 
Mstep: Class 14 contains 9952 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 54731 members 
Mstep: Class 17 contains 28648 members 
Mstep: Class 18 contains 42246 members 
Mstep: Class 19 contains 32715 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 90391 members 
Mstep: Class 22 contains 9756 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5757 members 
Mstep: Class 25 contains 5160 members 
Mstep: Class 26 contains 5542 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34594 members 
Mstep: Class 29 contains 5055 members 
Mstep: Class 30 contains 22211 members 
Mstep: Class 31 contains 382 members 
Mstep: Class 32 contains 2869 members 
Mstep: Class 33 contains 21236 members 
Mstep: Class 34 contains 263 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80955384.000000 Penalty: 71836.898438
Iteration 150Q: 37 clusters Score -8.095538e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7081 members 
Mstep: Class 4 contains 2798 members 
Mstep: Class 5 contains 58207 members 
Mstep: Class 6 contains 63315 members 
Mstep: Class 7 contains 29088 members 
Mstep: Class 8 contains 11924 members 
Mstep: Class 9 contains 88040 members 
Mstep: Class 10 contains 9345 members 
Mstep: Class 11 contains 3981 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7111 members 
Mstep: Class 14 contains 9952 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 54732 members 
Mstep: Class 17 contains 28662 members 
Mstep: Class 18 contains 42245 members 
Mstep: Class 19 contains 32712 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 90389 members 
Mstep: Class 22 contains 9755 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5757 members 
Mstep: Class 25 contains 5161 members 
Mstep: Class 26 contains 5543 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34593 members 
Mstep: Class 29 contains 5053 members 
Mstep: Class 30 contains 22211 members 
Mstep: Class 31 contains 382 members 
Mstep: Class 32 contains 2870 members 
Mstep: Class 33 contains 21237 members 
Mstep: Class 34 contains 263 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80955376.000000 Penalty: 71836.898438
Iteration 151Q: 37 clusters Score -8.095538e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7081 members 
Mstep: Class 4 contains 2798 members 
Mstep: Class 5 contains 58198 members 
Mstep: Class 6 contains 63314 members 
Mstep: Class 7 contains 29087 members 
Mstep: Class 8 contains 11926 members 
Mstep: Class 9 contains 88043 members 
Mstep: Class 10 contains 9345 members 
Mstep: Class 11 contains 3981 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7111 members 
Mstep: Class 14 contains 9952 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 54733 members 
Mstep: Class 17 contains 28674 members 
Mstep: Class 18 contains 42244 members 
Mstep: Class 19 contains 32709 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 90387 members 
Mstep: Class 22 contains 9755 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5757 members 
Mstep: Class 25 contains 5162 members 
Mstep: Class 26 contains 5541 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34592 members 
Mstep: Class 29 contains 5052 members 
Mstep: Class 30 contains 22211 members 
Mstep: Class 31 contains 382 members 
Mstep: Class 32 contains 2873 members 
Mstep: Class 33 contains 21236 members 
Mstep: Class 34 contains 263 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80955416.000000 Penalty: 71836.898438
Iteration 152Q: 37 clusters Score -8.095542e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7081 members 
Mstep: Class 4 contains 2797 members 
Mstep: Class 5 contains 58196 members 
Mstep: Class 6 contains 63314 members 
Mstep: Class 7 contains 29087 members 
Mstep: Class 8 contains 11927 members 
Mstep: Class 9 contains 88042 members 
Mstep: Class 10 contains 9345 members 
Mstep: Class 11 contains 3981 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7111 members 
Mstep: Class 14 contains 9952 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 54732 members 
Mstep: Class 17 contains 28679 members 
Mstep: Class 18 contains 42241 members 
Mstep: Class 19 contains 32706 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 90387 members 
Mstep: Class 22 contains 9755 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5757 members 
Mstep: Class 25 contains 5164 members 
Mstep: Class 26 contains 5541 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34592 members 
Mstep: Class 29 contains 5054 members 
Mstep: Class 30 contains 22211 members 
Mstep: Class 31 contains 382 members 
Mstep: Class 32 contains 2876 members 
Mstep: Class 33 contains 21234 members 
Mstep: Class 34 contains 263 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80955360.000000 Penalty: 71836.898438
Iteration 153Q: 37 clusters Score -8.095536e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7081 members 
Mstep: Class 4 contains 2797 members 
Mstep: Class 5 contains 58186 members 
Mstep: Class 6 contains 63314 members 
Mstep: Class 7 contains 29087 members 
Mstep: Class 8 contains 11929 members 
Mstep: Class 9 contains 88047 members 
Mstep: Class 10 contains 9345 members 
Mstep: Class 11 contains 3981 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7111 members 
Mstep: Class 14 contains 9953 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 54731 members 
Mstep: Class 17 contains 28685 members 
Mstep: Class 18 contains 42238 members 
Mstep: Class 19 contains 32703 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 90386 members 
Mstep: Class 22 contains 9755 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5757 members 
Mstep: Class 25 contains 5163 members 
Mstep: Class 26 contains 5541 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34592 members 
Mstep: Class 29 contains 5054 members 
Mstep: Class 30 contains 22211 members 
Mstep: Class 31 contains 382 members 
Mstep: Class 32 contains 2879 members 
Mstep: Class 33 contains 21235 members 
Mstep: Class 34 contains 263 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80955336.000000 Penalty: 71836.898438
Iteration 154Q: 37 clusters Score -8.095534e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7081 members 
Mstep: Class 4 contains 2797 members 
Mstep: Class 5 contains 58187 members 
Mstep: Class 6 contains 63314 members 
Mstep: Class 7 contains 29087 members 
Mstep: Class 8 contains 11930 members 
Mstep: Class 9 contains 88047 members 
Mstep: Class 10 contains 9345 members 
Mstep: Class 11 contains 3980 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7111 members 
Mstep: Class 14 contains 9955 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 54732 members 
Mstep: Class 17 contains 28686 members 
Mstep: Class 18 contains 42236 members 
Mstep: Class 19 contains 32703 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 90380 members 
Mstep: Class 22 contains 9755 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5757 members 
Mstep: Class 25 contains 5164 members 
Mstep: Class 26 contains 5541 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34592 members 
Mstep: Class 29 contains 5054 members 
Mstep: Class 30 contains 22211 members 
Mstep: Class 31 contains 382 members 
Mstep: Class 32 contains 2881 members 
Mstep: Class 33 contains 21236 members 
Mstep: Class 34 contains 263 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80955424.000000 Penalty: 71836.898438
Iteration 155Q: 37 clusters Score -8.095542e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7081 members 
Mstep: Class 4 contains 2797 members 
Mstep: Class 5 contains 58181 members 
Mstep: Class 6 contains 63314 members 
Mstep: Class 7 contains 29087 members 
Mstep: Class 8 contains 11933 members 
Mstep: Class 9 contains 88049 members 
Mstep: Class 10 contains 9345 members 
Mstep: Class 11 contains 3980 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7111 members 
Mstep: Class 14 contains 9957 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 54732 members 
Mstep: Class 17 contains 28684 members 
Mstep: Class 18 contains 42233 members 
Mstep: Class 19 contains 32703 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 90384 members 
Mstep: Class 22 contains 9755 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5757 members 
Mstep: Class 25 contains 5164 members 
Mstep: Class 26 contains 5541 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34592 members 
Mstep: Class 29 contains 5054 members 
Mstep: Class 30 contains 22211 members 
Mstep: Class 31 contains 382 members 
Mstep: Class 32 contains 2882 members 
Mstep: Class 33 contains 21234 members 
Mstep: Class 34 contains 263 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80955392.000000 Penalty: 71836.898438
Iteration 156Q: 37 clusters Score -8.095539e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7081 members 
Mstep: Class 4 contains 2797 members 
Mstep: Class 5 contains 58181 members 
Mstep: Class 6 contains 63314 members 
Mstep: Class 7 contains 29088 members 
Mstep: Class 8 contains 11934 members 
Mstep: Class 9 contains 88047 members 
Mstep: Class 10 contains 9345 members 
Mstep: Class 11 contains 3980 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7111 members 
Mstep: Class 14 contains 9958 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 54732 members 
Mstep: Class 17 contains 28679 members 
Mstep: Class 18 contains 42232 members 
Mstep: Class 19 contains 32703 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 90382 members 
Mstep: Class 22 contains 9755 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5757 members 
Mstep: Class 25 contains 5164 members 
Mstep: Class 26 contains 5541 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34592 members 
Mstep: Class 29 contains 5055 members 
Mstep: Class 30 contains 22211 members 
Mstep: Class 31 contains 382 members 
Mstep: Class 32 contains 2883 members 
Mstep: Class 33 contains 21238 members 
Mstep: Class 34 contains 263 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80955384.000000 Penalty: 71836.898438
Iteration 157Q: 37 clusters Score -8.095538e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7081 members 
Mstep: Class 4 contains 2797 members 
Mstep: Class 5 contains 58178 members 
Mstep: Class 6 contains 63314 members 
Mstep: Class 7 contains 29087 members 
Mstep: Class 8 contains 11934 members 
Mstep: Class 9 contains 88049 members 
Mstep: Class 10 contains 9345 members 
Mstep: Class 11 contains 3980 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7111 members 
Mstep: Class 14 contains 9960 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 54731 members 
Mstep: Class 17 contains 28677 members 
Mstep: Class 18 contains 42231 members 
Mstep: Class 19 contains 32702 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 90380 members 
Mstep: Class 22 contains 9755 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5757 members 
Mstep: Class 25 contains 5164 members 
Mstep: Class 26 contains 5540 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34592 members 
Mstep: Class 29 contains 5055 members 
Mstep: Class 30 contains 22211 members 
Mstep: Class 31 contains 382 members 
Mstep: Class 32 contains 2884 members 
Mstep: Class 33 contains 21244 members 
Mstep: Class 34 contains 263 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80955336.000000 Penalty: 71836.898438
Iteration 158Q: 37 clusters Score -8.095534e+07 nChanged 21
Entering ConstructFrom: 
Score: -80955336.000000 Penalty: 71836.898438
Entering ConstructFrom: 
Trying to split cluster 1 (4924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Entering Unmasked Estep 
Score: -574164.437500 Penalty: 1265.079346
	Iteration 0F: 2 clusters Score -574164.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -570512.187500 Penalty: 2530.158691
	Iteration 0F: 3 clusters Score -570512.2 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -571750.000000 Penalty: 2530.158691
	Iteration 1F: 3 clusters Score -571750 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -572011.000000 Penalty: 2530.158691
	Iteration 2F: 3 clusters Score -572011 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -572148.625000 Penalty: 2530.158691
	Iteration 3Q: 3 clusters Score -572148.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -572245.125000 Penalty: 2530.158691
	Iteration 4Q: 3 clusters Score -572245.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -572317.625000 Penalty: 2530.158691
	Iteration 5Q: 3 clusters Score -572317.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -572394.125000 Penalty: 2530.158691
	Iteration 6Q: 3 clusters Score -572394.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -572454.062500 Penalty: 2530.158691
	Iteration 7Q: 3 clusters Score -572454.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -572525.375000 Penalty: 2530.158691
	Iteration 8Q: 3 clusters Score -572525.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -572578.562500 Penalty: 2530.158691
	Iteration 9Q: 3 clusters Score -572578.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -572632.687500 Penalty: 2530.158691
	Iteration 10Q: 3 clusters Score -572632.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -572692.375000 Penalty: 2530.158691
	Iteration 11Q: 3 clusters Score -572692.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -572765.187500 Penalty: 2530.158691
	Iteration 12Q: 3 clusters Score -572765.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -572850.812500 Penalty: 2530.158691
	Iteration 13Q: 3 clusters Score -572850.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -572930.437500 Penalty: 2530.158691
	Iteration 14Q: 3 clusters Score -572930.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -573017.437500 Penalty: 2530.158691
	Iteration 15Q: 3 clusters Score -573017.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -573118.312500 Penalty: 2530.158691
	Iteration 16Q: 3 clusters Score -573118.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -573219.687500 Penalty: 2530.158691
	Iteration 17Q: 3 clusters Score -573219.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -573285.000000 Penalty: 2530.158691
	Iteration 18Q: 3 clusters Score -573285 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -573333.187500 Penalty: 2530.158691
	Iteration 19Q: 3 clusters Score -573333.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -573366.250000 Penalty: 2530.158691
	Iteration 20F: 3 clusters Score -573366.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -573395.625000 Penalty: 2530.158691
	Iteration 21Q: 3 clusters Score -573395.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -573413.000000 Penalty: 2530.158691
	Iteration 22Q: 3 clusters Score -573413 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -573420.875000 Penalty: 2530.158691
	Iteration 23Q: 3 clusters Score -573420.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -573430.437500 Penalty: 2530.158691
	Iteration 24Q: 3 clusters Score -573430.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -573440.812500 Penalty: 2530.158691
	Iteration 25Q: 3 clusters Score -573440.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -573449.250000 Penalty: 2530.158691
	Iteration 26Q: 3 clusters Score -573449.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -573452.687500 Penalty: 2530.158691
	Iteration 27Q: 3 clusters Score -573452.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -573456.437500 Penalty: 2530.158691
	Iteration 28Q: 3 clusters Score -573456.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -573459.937500 Penalty: 2530.158691
	Iteration 29Q: 3 clusters Score -573459.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -573463.625000 Penalty: 2530.158691
	Iteration 30Q: 3 clusters Score -573463.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -573468.687500 Penalty: 2530.158691
	Iteration 31Q: 3 clusters Score -573468.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -573473.000000 Penalty: 2530.158691
	Iteration 32Q: 3 clusters Score -573473 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -573474.000000 Penalty: 2530.158691
	Iteration 33Q: 3 clusters Score -573474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -573477.812500 Penalty: 2530.158691
	Iteration 34Q: 3 clusters Score -573477.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -573478.687500 Penalty: 2530.158691
	Iteration 35Q: 3 clusters Score -573478.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -573481.812500 Penalty: 2530.158691
	Iteration 36Q: 3 clusters Score -573481.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -573483.187500 Penalty: 2530.158691
	Iteration 37Q: 3 clusters Score -573483.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -573485.937500 Penalty: 2530.158691
	Iteration 38Q: 3 clusters Score -573485.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -573487.562500 Penalty: 2530.158691
	Iteration 39Q: 3 clusters Score -573487.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -573487.625000 Penalty: 2530.158691
	Iteration 40F: 3 clusters Score -573487.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -573488.625000 Penalty: 2530.158691
	Iteration 41Q: 3 clusters Score -573488.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -573488.625000 Penalty: 2530.158691
	Iteration 42F: 3 clusters Score -573488.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -47565.976562 Penalty: 936.185547
	Iteration 0F: 2 clusters Score -47565.98 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 285 members 
Entering Unmasked Estep 
Score: -46673.320312 Penalty: 1872.371094
	Iteration 0F: 3 clusters Score -46673.32 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -46995.777344 Penalty: 1872.371094
	Iteration 1F: 3 clusters Score -46995.78 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -47149.339844 Penalty: 1872.371094
	Iteration 2F: 3 clusters Score -47149.34 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -47326.640625 Penalty: 1872.371094
	Iteration 3Q: 3 clusters Score -47326.64 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -47549.902344 Penalty: 1872.371094
	Iteration 4F: 3 clusters Score -47549.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -47659.253906 Penalty: 1872.371094
	Iteration 5Q: 3 clusters Score -47659.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -47675.554688 Penalty: 1872.371094
	Iteration 6Q: 3 clusters Score -47675.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -47690.125000 Penalty: 1872.371094
	Iteration 7Q: 3 clusters Score -47690.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -47695.707031 Penalty: 1872.371094
	Iteration 8Q: 3 clusters Score -47695.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -47698.742188 Penalty: 1872.371094
	Iteration 9Q: 3 clusters Score -47698.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -47701.121094 Penalty: 1872.371094
	Iteration 10Q: 3 clusters Score -47701.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -47701.121094 Penalty: 1872.371094
	Iteration 11F: 3 clusters Score -47701.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 163 members 
Mstep: Class 3 contains 7081 members 
Mstep: Class 4 contains 2797 members 
Mstep: Class 5 contains 58176 members 
Mstep: Class 6 contains 63314 members 
Mstep: Class 7 contains 29087 members 
Mstep: Class 8 contains 11934 members 
Mstep: Class 9 contains 88048 members 
Mstep: Class 10 contains 9345 members 
Mstep: Class 11 contains 3979 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7111 members 
Mstep: Class 14 contains 9960 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 54730 members 
Mstep: Class 17 contains 28681 members 
Mstep: Class 18 contains 42229 members 
Mstep: Class 19 contains 32699 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 90381 members 
Mstep: Class 22 contains 9755 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5757 members 
Mstep: Class 25 contains 5164 members 
Mstep: Class 26 contains 5540 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34592 members 
Mstep: Class 29 contains 5055 members 
Mstep: Class 30 contains 22211 members 
Mstep: Class 31 contains 382 members 
Mstep: Class 32 contains 2886 members 
Mstep: Class 33 contains 21246 members 
Mstep: Class 34 contains 263 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5409 members 
Mstep: Class 37 contains 377 members 
Entering Unmasked Estep 
Score: -80954448.000000 Penalty: 73832.367188
Splitting cluster 2 changes total score from -80955336.000000 to -80954448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (7081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Entering Unmasked Estep 
Score: -897980.125000 Penalty: 1319.137451
	Iteration 0F: 2 clusters Score -897980.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -893031.187500 Penalty: 2638.274902
	Iteration 0F: 3 clusters Score -893031.2 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -894531.625000 Penalty: 2638.274902
	Iteration 1F: 3 clusters Score -894531.6 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -894797.500000 Penalty: 2638.274902
	Iteration 2F: 3 clusters Score -894797.5 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -895005.437500 Penalty: 2638.274902
	Iteration 3F: 3 clusters Score -895005.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -895182.125000 Penalty: 2638.274902
	Iteration 4Q: 3 clusters Score -895182.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -895349.625000 Penalty: 2638.274902
	Iteration 5Q: 3 clusters Score -895349.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -895529.250000 Penalty: 2638.274902
	Iteration 6Q: 3 clusters Score -895529.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -895674.187500 Penalty: 2638.274902
	Iteration 7Q: 3 clusters Score -895674.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -895814.750000 Penalty: 2638.274902
	Iteration 8Q: 3 clusters Score -895814.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -895961.625000 Penalty: 2638.274902
	Iteration 9Q: 3 clusters Score -895961.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -896122.750000 Penalty: 2638.274902
	Iteration 10Q: 3 clusters Score -896122.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -896274.875000 Penalty: 2638.274902
	Iteration 11Q: 3 clusters Score -896274.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -896392.312500 Penalty: 2638.274902
	Iteration 12Q: 3 clusters Score -896392.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -896493.937500 Penalty: 2638.274902
	Iteration 13Q: 3 clusters Score -896493.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -896580.375000 Penalty: 2638.274902
	Iteration 14Q: 3 clusters Score -896580.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -896672.250000 Penalty: 2638.274902
	Iteration 15Q: 3 clusters Score -896672.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -896732.500000 Penalty: 2638.274902
	Iteration 16Q: 3 clusters Score -896732.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -896767.937500 Penalty: 2638.274902
	Iteration 17Q: 3 clusters Score -896767.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -896802.625000 Penalty: 2638.274902
	Iteration 18Q: 3 clusters Score -896802.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -896825.875000 Penalty: 2638.274902
	Iteration 19Q: 3 clusters Score -896825.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -896849.000000 Penalty: 2638.274902
	Iteration 20F: 3 clusters Score -896849 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -896867.125000 Penalty: 2638.274902
	Iteration 21Q: 3 clusters Score -896867.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -896883.937500 Penalty: 2638.274902
	Iteration 22Q: 3 clusters Score -896883.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -896892.750000 Penalty: 2638.274902
	Iteration 23Q: 3 clusters Score -896892.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -896903.125000 Penalty: 2638.274902
	Iteration 24Q: 3 clusters Score -896903.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -896903.937500 Penalty: 2638.274902
	Iteration 25Q: 3 clusters Score -896903.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -896914.437500 Penalty: 2638.274902
	Iteration 26Q: 3 clusters Score -896914.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -896915.375000 Penalty: 2638.274902
	Iteration 27Q: 3 clusters Score -896915.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -896917.687500 Penalty: 2638.274902
	Iteration 28Q: 3 clusters Score -896917.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -896920.125000 Penalty: 2638.274902
	Iteration 29Q: 3 clusters Score -896920.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -896925.500000 Penalty: 2638.274902
	Iteration 30Q: 3 clusters Score -896925.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -896927.875000 Penalty: 2638.274902
	Iteration 31Q: 3 clusters Score -896927.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -896930.000000 Penalty: 2638.274902
	Iteration 32Q: 3 clusters Score -896930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -896928.875000 Penalty: 2638.274902
	Iteration 33Q: 3 clusters Score -896928.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -896930.562500 Penalty: 2638.274902
	Iteration 34Q: 3 clusters Score -896930.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -896931.500000 Penalty: 2638.274902
	Iteration 35Q: 3 clusters Score -896931.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -896931.812500 Penalty: 2638.274902
	Iteration 36Q: 3 clusters Score -896931.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -896932.875000 Penalty: 2638.274902
	Iteration 37Q: 3 clusters Score -896932.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -896932.875000 Penalty: 2638.274902
	Iteration 38F: 3 clusters Score -896932.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Entering Unmasked Estep 
Score: -304600.031250 Penalty: 1180.921875
	Iteration 0F: 2 clusters Score -304600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -302316.125000 Penalty: 2361.843750
	Iteration 0F: 3 clusters Score -302316.1 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -303048.250000 Penalty: 2361.843750
	Iteration 1F: 3 clusters Score -303048.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -303309.718750 Penalty: 2361.843750
	Iteration 2F: 3 clusters Score -303309.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -303468.531250 Penalty: 2361.843750
	Iteration 3F: 3 clusters Score -303468.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -303590.218750 Penalty: 2361.843750
	Iteration 4Q: 3 clusters Score -303590.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -303703.750000 Penalty: 2361.843750
	Iteration 5Q: 3 clusters Score -303703.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -303805.281250 Penalty: 2361.843750
	Iteration 6Q: 3 clusters Score -303805.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -303886.343750 Penalty: 2361.843750
	Iteration 7Q: 3 clusters Score -303886.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -303942.562500 Penalty: 2361.843750
	Iteration 8Q: 3 clusters Score -303942.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -303998.468750 Penalty: 2361.843750
	Iteration 9Q: 3 clusters Score -303998.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -304041.593750 Penalty: 2361.843750
	Iteration 10Q: 3 clusters Score -304041.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -304072.562500 Penalty: 2361.843750
	Iteration 11Q: 3 clusters Score -304072.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -304098.000000 Penalty: 2361.843750
	Iteration 12Q: 3 clusters Score -304098 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -304112.968750 Penalty: 2361.843750
	Iteration 13Q: 3 clusters Score -304113 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -304120.000000 Penalty: 2361.843750
	Iteration 14Q: 3 clusters Score -304120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -304124.437500 Penalty: 2361.843750
	Iteration 15Q: 3 clusters Score -304124.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -304128.250000 Penalty: 2361.843750
	Iteration 16Q: 3 clusters Score -304128.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -304130.500000 Penalty: 2361.843750
	Iteration 17Q: 3 clusters Score -304130.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -304131.187500 Penalty: 2361.843750
	Iteration 18Q: 3 clusters Score -304131.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -304131.187500 Penalty: 2361.843750
	Iteration 19F: 3 clusters Score -304131.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (58176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58176 members 
Entering Unmasked Estep 
Score: -7569905.500000 Penalty: 1632.518799
	Iteration 0F: 2 clusters Score -7569906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29147 members 
Mstep: Class 2 contains 29029 members 
Entering Unmasked Estep 
Score: -7533277.500000 Penalty: 3265.037598
	Iteration 0F: 3 clusters Score -7533278 nChanged 26961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29516 members 
Mstep: Class 2 contains 28660 members 
Entering Unmasked Estep 
Score: -7548365.000000 Penalty: 3265.037598
	Iteration 1F: 3 clusters Score -7548365 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29669 members 
Mstep: Class 2 contains 28507 members 
Entering Unmasked Estep 
Score: -7548973.000000 Penalty: 3265.037598
	Iteration 2Q: 3 clusters Score -7548973 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29839 members 
Mstep: Class 2 contains 28337 members 
Entering Unmasked Estep 
Score: -7549579.000000 Penalty: 3265.037598
	Iteration 3Q: 3 clusters Score -7549579 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30150 members 
Mstep: Class 2 contains 28026 members 
Entering Unmasked Estep 
Score: -7550256.500000 Penalty: 3265.037598
	Iteration 4Q: 3 clusters Score -7550256 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30703 members 
Mstep: Class 2 contains 27473 members 
Entering Unmasked Estep 
Score: -7550920.500000 Penalty: 3265.037598
	Iteration 5Q: 3 clusters Score -7550920 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31545 members 
Mstep: Class 2 contains 26631 members 
Entering Unmasked Estep 
Score: -7551631.000000 Penalty: 3265.037598
	Iteration 6Q: 3 clusters Score -7551631 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32712 members 
Mstep: Class 2 contains 25464 members 
Entering Unmasked Estep 
Score: -7552627.500000 Penalty: 3265.037598
	Iteration 7Q: 3 clusters Score -7552628 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34320 members 
Mstep: Class 2 contains 23856 members 
Entering Unmasked Estep 
Score: -7553835.000000 Penalty: 3265.037598
	Iteration 8Q: 3 clusters Score -7553835 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36464 members 
Mstep: Class 2 contains 21712 members 
Entering Unmasked Estep 
Score: -7555437.000000 Penalty: 3265.037598
	Iteration 9F: 3 clusters Score -7555437 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39019 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -7557691.500000 Penalty: 3265.037598
	Iteration 10F: 3 clusters Score -7557692 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41636 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -7560212.000000 Penalty: 3265.037598
	Iteration 11F: 3 clusters Score -7560212 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43789 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -7562331.000000 Penalty: 3265.037598
	Iteration 12Q: 3 clusters Score -7562331 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45343 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -7563805.500000 Penalty: 3265.037598
	Iteration 13Q: 3 clusters Score -7563806 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46527 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -7564574.500000 Penalty: 3265.037598
	Iteration 14Q: 3 clusters Score -7564574 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47524 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -7565116.500000 Penalty: 3265.037598
	Iteration 15Q: 3 clusters Score -7565116 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48356 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -7565488.000000 Penalty: 3265.037598
	Iteration 16Q: 3 clusters Score -7565488 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49124 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -7565825.500000 Penalty: 3265.037598
	Iteration 17Q: 3 clusters Score -7565826 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49829 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -7566143.500000 Penalty: 3265.037598
	Iteration 18Q: 3 clusters Score -7566144 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50495 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -7566479.000000 Penalty: 3265.037598
	Iteration 19Q: 3 clusters Score -7566479 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51104 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -7566775.000000 Penalty: 3265.037598
	Iteration 20F: 3 clusters Score -7566775 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51615 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -7567035.000000 Penalty: 3265.037598
	Iteration 21Q: 3 clusters Score -7567035 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52033 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -7567234.000000 Penalty: 3265.037598
	Iteration 22Q: 3 clusters Score -7567234 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52406 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -7567387.000000 Penalty: 3265.037598
	Iteration 23Q: 3 clusters Score -7567387 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52749 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -7567557.500000 Penalty: 3265.037598
	Iteration 24Q: 3 clusters Score -7567558 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53054 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -7567663.500000 Penalty: 3265.037598
	Iteration 25Q: 3 clusters Score -7567664 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53323 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -7567758.000000 Penalty: 3265.037598
	Iteration 26Q: 3 clusters Score -7567758 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53575 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -7567844.000000 Penalty: 3265.037598
	Iteration 27Q: 3 clusters Score -7567844 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53803 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -7567929.000000 Penalty: 3265.037598
	Iteration 28Q: 3 clusters Score -7567929 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54028 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -7568005.000000 Penalty: 3265.037598
	Iteration 29Q: 3 clusters Score -7568005 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54239 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -7568108.500000 Penalty: 3265.037598
	Iteration 30Q: 3 clusters Score -7568108 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54423 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -7568166.500000 Penalty: 3265.037598
	Iteration 31Q: 3 clusters Score -7568166 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54589 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -7568182.500000 Penalty: 3265.037598
	Iteration 32Q: 3 clusters Score -7568182 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54732 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -7568205.000000 Penalty: 3265.037598
	Iteration 33Q: 3 clusters Score -7568205 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54869 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -7568246.000000 Penalty: 3265.037598
	Iteration 34Q: 3 clusters Score -7568246 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55005 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -7568290.000000 Penalty: 3265.037598
	Iteration 35Q: 3 clusters Score -7568290 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55135 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -7568353.000000 Penalty: 3265.037598
	Iteration 36Q: 3 clusters Score -7568353 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55241 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -7568381.500000 Penalty: 3265.037598
	Iteration 37Q: 3 clusters Score -7568382 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55343 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -7568430.500000 Penalty: 3265.037598
	Iteration 38Q: 3 clusters Score -7568430 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55429 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -7568448.500000 Penalty: 3265.037598
	Iteration 39Q: 3 clusters Score -7568448 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55505 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -7568468.000000 Penalty: 3265.037598
	Iteration 40F: 3 clusters Score -7568468 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55561 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -7568475.500000 Penalty: 3265.037598
	Iteration 41Q: 3 clusters Score -7568476 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55616 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -7568499.500000 Penalty: 3265.037598
	Iteration 42Q: 3 clusters Score -7568500 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55661 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -7568510.000000 Penalty: 3265.037598
	Iteration 43Q: 3 clusters Score -7568510 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55699 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -7568524.500000 Penalty: 3265.037598
	Iteration 44Q: 3 clusters Score -7568524 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55740 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -7568521.500000 Penalty: 3265.037598
	Iteration 45Q: 3 clusters Score -7568522 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55784 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -7568530.000000 Penalty: 3265.037598
	Iteration 46Q: 3 clusters Score -7568530 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55827 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -7568541.000000 Penalty: 3265.037598
	Iteration 47Q: 3 clusters Score -7568541 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55870 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -7568544.000000 Penalty: 3265.037598
	Iteration 48Q: 3 clusters Score -7568544 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55906 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -7568559.500000 Penalty: 3265.037598
	Iteration 49Q: 3 clusters Score -7568560 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55938 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -7568560.500000 Penalty: 3265.037598
	Iteration 50Q: 3 clusters Score -7568560 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55968 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -7568572.500000 Penalty: 3265.037598
	Iteration 51Q: 3 clusters Score -7568572 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55991 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -7568575.000000 Penalty: 3265.037598
	Iteration 52Q: 3 clusters Score -7568575 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56019 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -7568586.500000 Penalty: 3265.037598
	Iteration 53Q: 3 clusters Score -7568586 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56046 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -7568583.500000 Penalty: 3265.037598
	Iteration 54Q: 3 clusters Score -7568584 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56074 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -7568576.500000 Penalty: 3265.037598
	Iteration 55Q: 3 clusters Score -7568576 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56101 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -7568587.000000 Penalty: 3265.037598
	Iteration 56Q: 3 clusters Score -7568587 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56125 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -7568588.000000 Penalty: 3265.037598
	Iteration 57Q: 3 clusters Score -7568588 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56144 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -7568577.000000 Penalty: 3265.037598
	Iteration 58Q: 3 clusters Score -7568577 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56160 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -7568576.500000 Penalty: 3265.037598
	Iteration 59Q: 3 clusters Score -7568576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56173 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -7568588.500000 Penalty: 3265.037598
	Iteration 60F: 3 clusters Score -7568588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56183 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -7568596.500000 Penalty: 3265.037598
	Iteration 61Q: 3 clusters Score -7568596 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56199 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -7568587.000000 Penalty: 3265.037598
	Iteration 62Q: 3 clusters Score -7568587 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56208 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -7568591.500000 Penalty: 3265.037598
	Iteration 63Q: 3 clusters Score -7568592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56218 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -7568598.000000 Penalty: 3265.037598
	Iteration 64Q: 3 clusters Score -7568598 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56238 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -7568597.000000 Penalty: 3265.037598
	Iteration 65Q: 3 clusters Score -7568597 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56254 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -7568610.500000 Penalty: 3265.037598
	Iteration 66Q: 3 clusters Score -7568610 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56271 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -7568608.500000 Penalty: 3265.037598
	Iteration 67Q: 3 clusters Score -7568608 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56289 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -7568616.000000 Penalty: 3265.037598
	Iteration 68Q: 3 clusters Score -7568616 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56304 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -7568626.000000 Penalty: 3265.037598
	Iteration 69Q: 3 clusters Score -7568626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56320 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -7568624.500000 Penalty: 3265.037598
	Iteration 70Q: 3 clusters Score -7568624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56330 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -7568621.500000 Penalty: 3265.037598
	Iteration 71Q: 3 clusters Score -7568622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56343 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -7568622.000000 Penalty: 3265.037598
	Iteration 72Q: 3 clusters Score -7568622 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56354 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -7568625.500000 Penalty: 3265.037598
	Iteration 73Q: 3 clusters Score -7568626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56362 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -7568619.500000 Penalty: 3265.037598
	Iteration 74Q: 3 clusters Score -7568620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56368 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -7568627.000000 Penalty: 3265.037598
	Iteration 75Q: 3 clusters Score -7568627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56372 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -7568622.000000 Penalty: 3265.037598
	Iteration 76Q: 3 clusters Score -7568622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56374 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -7568624.500000 Penalty: 3265.037598
	Iteration 77Q: 3 clusters Score -7568624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56375 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -7568622.500000 Penalty: 3265.037598
	Iteration 78Q: 3 clusters Score -7568622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56377 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -7568620.500000 Penalty: 3265.037598
	Iteration 79Q: 3 clusters Score -7568620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56377 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -7568620.500000 Penalty: 3265.037598
	Iteration 80F: 3 clusters Score -7568620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (63314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63314 members 
Entering Unmasked Estep 
Score: -7899282.500000 Penalty: 1645.112183
	Iteration 0F: 2 clusters Score -7899282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31887 members 
Mstep: Class 2 contains 31427 members 
Entering Unmasked Estep 
Score: -7859974.000000 Penalty: 3290.224365
	Iteration 0F: 3 clusters Score -7859974 nChanged 29389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34452 members 
Mstep: Class 2 contains 28862 members 
Entering Unmasked Estep 
Score: -7876570.500000 Penalty: 3290.224365
	Iteration 1F: 3 clusters Score -7876570 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36044 members 
Mstep: Class 2 contains 27270 members 
Entering Unmasked Estep 
Score: -7877373.000000 Penalty: 3290.224365
	Iteration 2Q: 3 clusters Score -7877373 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38360 members 
Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
Score: -7878554.000000 Penalty: 3290.224365
	Iteration 3Q: 3 clusters Score -7878554 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41596 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -7880233.000000 Penalty: 3290.224365
	Iteration 4F: 3 clusters Score -7880233 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45822 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -7882868.000000 Penalty: 3290.224365
	Iteration 5F: 3 clusters Score -7882868 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50761 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -7886413.000000 Penalty: 3290.224365
	Iteration 6F: 3 clusters Score -7886413 nChanged 5029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55768 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -7890626.500000 Penalty: 3290.224365
	Iteration 7F: 3 clusters Score -7890626 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59677 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -7894340.500000 Penalty: 3290.224365
	Iteration 8F: 3 clusters Score -7894340 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61833 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -7896370.000000 Penalty: 3290.224365
	Iteration 9Q: 3 clusters Score -7896370 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62655 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -7897229.500000 Penalty: 3290.224365
	Iteration 10Q: 3 clusters Score -7897230 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62918 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -7897603.500000 Penalty: 3290.224365
	Iteration 11Q: 3 clusters Score -7897604 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62990 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -7897742.500000 Penalty: 3290.224365
	Iteration 12Q: 3 clusters Score -7897742 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63032 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -7897807.000000 Penalty: 3290.224365
	Iteration 13Q: 3 clusters Score -7897807 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63042 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -7897834.500000 Penalty: 3290.224365
	Iteration 14Q: 3 clusters Score -7897834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63052 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -7897854.500000 Penalty: 3290.224365
	Iteration 15Q: 3 clusters Score -7897854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63058 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -7897870.000000 Penalty: 3290.224365
	Iteration 16Q: 3 clusters Score -7897870 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63064 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -7897886.000000 Penalty: 3290.224365
	Iteration 17Q: 3 clusters Score -7897886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63067 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -7897902.500000 Penalty: 3290.224365
	Iteration 18Q: 3 clusters Score -7897902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63067 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -7897902.000000 Penalty: 3290.224365
	Iteration 19Q: 3 clusters Score -7897902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63066 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -7897901.500000 Penalty: 3290.224365
	Iteration 20F: 3 clusters Score -7897902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63063 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -7897904.500000 Penalty: 3290.224365
	Iteration 21Q: 3 clusters Score -7897904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63063 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -7897911.000000 Penalty: 3290.224365
	Iteration 22Q: 3 clusters Score -7897911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63062 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -7897913.000000 Penalty: 3290.224365
	Iteration 23Q: 3 clusters Score -7897913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63063 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -7897915.000000 Penalty: 3290.224365
	Iteration 24Q: 3 clusters Score -7897915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63063 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -7897915.000000 Penalty: 3290.224365
	Iteration 25F: 3 clusters Score -7897915 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (29087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29087 members 
Entering Unmasked Estep 
Score: -3402720.750000 Penalty: 1529.373413
	Iteration 0F: 2 clusters Score -3402721 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 14456 members 
Entering Unmasked Estep 
Score: -3383761.000000 Penalty: 3058.746826
	Iteration 0F: 3 clusters Score -3383761 nChanged 13063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -3390793.500000 Penalty: 3058.746826
	Iteration 1F: 3 clusters Score -3390794 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -3391376.250000 Penalty: 3058.746826
	Iteration 2F: 3 clusters Score -3391376 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -3391953.250000 Penalty: 3058.746826
	Iteration 3Q: 3 clusters Score -3391953 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -3392646.000000 Penalty: 3058.746826
	Iteration 4F: 3 clusters Score -3392646 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -3393583.500000 Penalty: 3058.746826
	Iteration 5F: 3 clusters Score -3393584 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -3394849.750000 Penalty: 3058.746826
	Iteration 6F: 3 clusters Score -3394850 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22807 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -3396563.000000 Penalty: 3058.746826
	Iteration 7F: 3 clusters Score -3396563 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24722 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -3398364.000000 Penalty: 3058.746826
	Iteration 8F: 3 clusters Score -3398364 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26230 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -3399757.000000 Penalty: 3058.746826
	Iteration 9F: 3 clusters Score -3399757 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27257 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -3400661.500000 Penalty: 3058.746826
	Iteration 10Q: 3 clusters Score -3400662 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27842 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -3401138.750000 Penalty: 3058.746826
	Iteration 11Q: 3 clusters Score -3401139 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28182 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -3401408.250000 Penalty: 3058.746826
	Iteration 12Q: 3 clusters Score -3401408 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28354 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -3401566.250000 Penalty: 3058.746826
	Iteration 13Q: 3 clusters Score -3401566 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28448 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -3401648.500000 Penalty: 3058.746826
	Iteration 14Q: 3 clusters Score -3401648 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28501 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -3401686.250000 Penalty: 3058.746826
	Iteration 15Q: 3 clusters Score -3401686 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28529 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -3401711.750000 Penalty: 3058.746826
	Iteration 16Q: 3 clusters Score -3401712 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28554 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -3401740.250000 Penalty: 3058.746826
	Iteration 17Q: 3 clusters Score -3401740 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28571 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -3401755.000000 Penalty: 3058.746826
	Iteration 18Q: 3 clusters Score -3401755 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28583 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -3401766.000000 Penalty: 3058.746826
	Iteration 19Q: 3 clusters Score -3401766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28589 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -3401778.750000 Penalty: 3058.746826
	Iteration 20F: 3 clusters Score -3401779 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28591 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -3401781.500000 Penalty: 3058.746826
	Iteration 21Q: 3 clusters Score -3401782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28597 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3401788.750000 Penalty: 3058.746826
	Iteration 22Q: 3 clusters Score -3401789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28600 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -3401787.250000 Penalty: 3058.746826
	Iteration 23Q: 3 clusters Score -3401787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28605 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -3401788.250000 Penalty: 3058.746826
	Iteration 24Q: 3 clusters Score -3401788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28606 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -3401788.500000 Penalty: 3058.746826
	Iteration 25Q: 3 clusters Score -3401788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28607 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -3401787.250000 Penalty: 3058.746826
	Iteration 26Q: 3 clusters Score -3401787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28608 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -3401784.750000 Penalty: 3058.746826
	Iteration 27Q: 3 clusters Score -3401785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28608 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -3401784.750000 Penalty: 3058.746826
	Iteration 28F: 3 clusters Score -3401785 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Entering Unmasked Estep 
Score: -1431621.625000 Penalty: 1396.807495
	Iteration 0F: 2 clusters Score -1431622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1423703.375000 Penalty: 2793.614990
	Iteration 0F: 3 clusters Score -1423703 nChanged 4977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1426376.375000 Penalty: 2793.614990
	Iteration 1F: 3 clusters Score -1426376 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1426684.500000 Penalty: 2793.614990
	Iteration 2F: 3 clusters Score -1426684 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1426928.000000 Penalty: 2793.614990
	Iteration 3Q: 3 clusters Score -1426928 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1427139.875000 Penalty: 2793.614990
	Iteration 4Q: 3 clusters Score -1427140 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1427305.875000 Penalty: 2793.614990
	Iteration 5Q: 3 clusters Score -1427306 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1427449.500000 Penalty: 2793.614990
	Iteration 6Q: 3 clusters Score -1427450 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1427588.375000 Penalty: 2793.614990
	Iteration 7Q: 3 clusters Score -1427588 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1427727.875000 Penalty: 2793.614990
	Iteration 8Q: 3 clusters Score -1427728 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1427887.750000 Penalty: 2793.614990
	Iteration 9Q: 3 clusters Score -1427888 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1428074.750000 Penalty: 2793.614990
	Iteration 10Q: 3 clusters Score -1428075 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1428297.750000 Penalty: 2793.614990
	Iteration 11Q: 3 clusters Score -1428298 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1428557.875000 Penalty: 2793.614990
	Iteration 12Q: 3 clusters Score -1428558 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1428806.000000 Penalty: 2793.614990
	Iteration 13Q: 3 clusters Score -1428806 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1429028.125000 Penalty: 2793.614990
	Iteration 14Q: 3 clusters Score -1429028 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1429238.500000 Penalty: 2793.614990
	Iteration 15Q: 3 clusters Score -1429238 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1429423.375000 Penalty: 2793.614990
	Iteration 16Q: 3 clusters Score -1429423 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1429576.750000 Penalty: 2793.614990
	Iteration 17Q: 3 clusters Score -1429577 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1429708.250000 Penalty: 2793.614990
	Iteration 18Q: 3 clusters Score -1429708 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1429829.500000 Penalty: 2793.614990
	Iteration 19Q: 3 clusters Score -1429830 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1429942.625000 Penalty: 2793.614990
	Iteration 20F: 3 clusters Score -1429943 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1430033.125000 Penalty: 2793.614990
	Iteration 21Q: 3 clusters Score -1430033 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1430089.875000 Penalty: 2793.614990
	Iteration 22Q: 3 clusters Score -1430090 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1430155.500000 Penalty: 2793.614990
	Iteration 23Q: 3 clusters Score -1430156 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1430218.375000 Penalty: 2793.614990
	Iteration 24Q: 3 clusters Score -1430218 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1430272.875000 Penalty: 2793.614990
	Iteration 25Q: 3 clusters Score -1430273 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1430317.000000 Penalty: 2793.614990
	Iteration 26Q: 3 clusters Score -1430317 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1430344.875000 Penalty: 2793.614990
	Iteration 27Q: 3 clusters Score -1430345 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1430372.625000 Penalty: 2793.614990
	Iteration 28Q: 3 clusters Score -1430373 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1430395.000000 Penalty: 2793.614990
	Iteration 29Q: 3 clusters Score -1430395 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1430417.000000 Penalty: 2793.614990
	Iteration 30Q: 3 clusters Score -1430417 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1430449.375000 Penalty: 2793.614990
	Iteration 31Q: 3 clusters Score -1430449 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1430485.125000 Penalty: 2793.614990
	Iteration 32Q: 3 clusters Score -1430485 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1430512.375000 Penalty: 2793.614990
	Iteration 33Q: 3 clusters Score -1430512 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1430529.375000 Penalty: 2793.614990
	Iteration 34Q: 3 clusters Score -1430529 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1430551.125000 Penalty: 2793.614990
	Iteration 35Q: 3 clusters Score -1430551 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1430564.250000 Penalty: 2793.614990
	Iteration 36Q: 3 clusters Score -1430564 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1430574.500000 Penalty: 2793.614990
	Iteration 37Q: 3 clusters Score -1430574 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1430580.375000 Penalty: 2793.614990
	Iteration 38Q: 3 clusters Score -1430580 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1430582.750000 Penalty: 2793.614990
	Iteration 39Q: 3 clusters Score -1430583 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1430587.625000 Penalty: 2793.614990
	Iteration 40F: 3 clusters Score -1430588 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1430592.625000 Penalty: 2793.614990
	Iteration 41Q: 3 clusters Score -1430593 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1430601.625000 Penalty: 2793.614990
	Iteration 42Q: 3 clusters Score -1430602 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1430609.250000 Penalty: 2793.614990
	Iteration 43Q: 3 clusters Score -1430609 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1430615.125000 Penalty: 2793.614990
	Iteration 44Q: 3 clusters Score -1430615 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1430622.625000 Penalty: 2793.614990
	Iteration 45Q: 3 clusters Score -1430623 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1430625.750000 Penalty: 2793.614990
	Iteration 46Q: 3 clusters Score -1430626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1430632.125000 Penalty: 2793.614990
	Iteration 47Q: 3 clusters Score -1430632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1430636.500000 Penalty: 2793.614990
	Iteration 48Q: 3 clusters Score -1430636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1430642.000000 Penalty: 2793.614990
	Iteration 49Q: 3 clusters Score -1430642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1430648.000000 Penalty: 2793.614990
	Iteration 50Q: 3 clusters Score -1430648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1430648.000000 Penalty: 2793.614990
	Iteration 51Q: 3 clusters Score -1430648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1430652.125000 Penalty: 2793.614990
	Iteration 52Q: 3 clusters Score -1430652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1430655.625000 Penalty: 2793.614990
	Iteration 53Q: 3 clusters Score -1430656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1430659.500000 Penalty: 2793.614990
	Iteration 54Q: 3 clusters Score -1430660 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1430668.125000 Penalty: 2793.614990
	Iteration 55Q: 3 clusters Score -1430668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1430673.000000 Penalty: 2793.614990
	Iteration 56Q: 3 clusters Score -1430673 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1430679.125000 Penalty: 2793.614990
	Iteration 57Q: 3 clusters Score -1430679 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1430682.000000 Penalty: 2793.614990
	Iteration 58Q: 3 clusters Score -1430682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1430687.125000 Penalty: 2793.614990
	Iteration 59Q: 3 clusters Score -1430687 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1430691.250000 Penalty: 2793.614990
	Iteration 60F: 3 clusters Score -1430691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1430691.750000 Penalty: 2793.614990
	Iteration 61Q: 3 clusters Score -1430692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1430691.500000 Penalty: 2793.614990
	Iteration 62Q: 3 clusters Score -1430692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1430694.500000 Penalty: 2793.614990
	Iteration 63Q: 3 clusters Score -1430694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1430697.125000 Penalty: 2793.614990
	Iteration 64Q: 3 clusters Score -1430697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1430698.250000 Penalty: 2793.614990
	Iteration 65Q: 3 clusters Score -1430698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1430700.500000 Penalty: 2793.614990
	Iteration 66Q: 3 clusters Score -1430700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1430700.125000 Penalty: 2793.614990
	Iteration 67Q: 3 clusters Score -1430700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1430699.875000 Penalty: 2793.614990
	Iteration 68Q: 3 clusters Score -1430700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1430701.375000 Penalty: 2793.614990
	Iteration 69Q: 3 clusters Score -1430701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1430701.375000 Penalty: 2793.614990
	Iteration 70F: 3 clusters Score -1430701 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (88048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88048 members 
Entering Unmasked Estep 
Score: -11033645.000000 Penalty: 1694.182861
	Iteration 0F: 2 clusters Score -1.103364e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44296 members 
Mstep: Class 2 contains 43752 members 
Entering Unmasked Estep 
Score: -10987979.000000 Penalty: 3388.365723
	Iteration 0F: 3 clusters Score -1.098798e+07 nChanged 41569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46975 members 
Mstep: Class 2 contains 41073 members 
Entering Unmasked Estep 
Score: -11011489.000000 Penalty: 3388.365723
	Iteration 1F: 3 clusters Score -1.101149e+07 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48489 members 
Mstep: Class 2 contains 39559 members 
Entering Unmasked Estep 
Score: -11012333.000000 Penalty: 3388.365723
	Iteration 2Q: 3 clusters Score -1.101233e+07 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50497 members 
Mstep: Class 2 contains 37551 members 
Entering Unmasked Estep 
Score: -11013493.000000 Penalty: 3388.365723
	Iteration 3Q: 3 clusters Score -1.101349e+07 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53063 members 
Mstep: Class 2 contains 34985 members 
Entering Unmasked Estep 
Score: -11014876.000000 Penalty: 3388.365723
	Iteration 4Q: 3 clusters Score -1.101488e+07 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56339 members 
Mstep: Class 2 contains 31709 members 
Entering Unmasked Estep 
Score: -11016603.000000 Penalty: 3388.365723
	Iteration 5F: 3 clusters Score -1.10166e+07 nChanged 5061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60092 members 
Mstep: Class 2 contains 27956 members 
Entering Unmasked Estep 
Score: -11018745.000000 Penalty: 3388.365723
	Iteration 6F: 3 clusters Score -1.101874e+07 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63840 members 
Mstep: Class 2 contains 24208 members 
Entering Unmasked Estep 
Score: -11021352.000000 Penalty: 3388.365723
	Iteration 7F: 3 clusters Score -1.102135e+07 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67040 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -11023917.000000 Penalty: 3388.365723
	Iteration 8F: 3 clusters Score -1.102392e+07 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69415 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -11026276.000000 Penalty: 3388.365723
	Iteration 9Q: 3 clusters Score -1.102628e+07 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70772 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -11027790.000000 Penalty: 3388.365723
	Iteration 10Q: 3 clusters Score -1.102779e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71219 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -11028632.000000 Penalty: 3388.365723
	Iteration 11Q: 3 clusters Score -1.102863e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71257 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -11028999.000000 Penalty: 3388.365723
	Iteration 12Q: 3 clusters Score -1.1029e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71165 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -11029156.000000 Penalty: 3388.365723
	Iteration 13Q: 3 clusters Score -1.102916e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71056 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -11029109.000000 Penalty: 3388.365723
	Iteration 14Q: 3 clusters Score -1.102911e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70904 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -11029084.000000 Penalty: 3388.365723
	Iteration 15Q: 3 clusters Score -1.102908e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70786 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -11029050.000000 Penalty: 3388.365723
	Iteration 16Q: 3 clusters Score -1.102905e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70677 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -11029056.000000 Penalty: 3388.365723
	Iteration 17Q: 3 clusters Score -1.102906e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70542 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -11029069.000000 Penalty: 3388.365723
	Iteration 18Q: 3 clusters Score -1.102907e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70387 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -11029045.000000 Penalty: 3388.365723
	Iteration 19Q: 3 clusters Score -1.102904e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70228 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -11028968.000000 Penalty: 3388.365723
	Iteration 20F: 3 clusters Score -1.102897e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70075 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -11028914.000000 Penalty: 3388.365723
	Iteration 21Q: 3 clusters Score -1.102891e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69914 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -11028856.000000 Penalty: 3388.365723
	Iteration 22Q: 3 clusters Score -1.102886e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69736 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -11028806.000000 Penalty: 3388.365723
	Iteration 23Q: 3 clusters Score -1.102881e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69532 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -11028764.000000 Penalty: 3388.365723
	Iteration 24Q: 3 clusters Score -1.102876e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69321 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -11028738.000000 Penalty: 3388.365723
	Iteration 25Q: 3 clusters Score -1.102874e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69076 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -11028669.000000 Penalty: 3388.365723
	Iteration 26Q: 3 clusters Score -1.102867e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68816 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -11028631.000000 Penalty: 3388.365723
	Iteration 27Q: 3 clusters Score -1.102863e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68564 members 
Mstep: Class 2 contains 19484 members 
Entering Unmasked Estep 
Score: -11028615.000000 Penalty: 3388.365723
	Iteration 28Q: 3 clusters Score -1.102862e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68313 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -11028543.000000 Penalty: 3388.365723
	Iteration 29Q: 3 clusters Score -1.102854e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68018 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -11028519.000000 Penalty: 3388.365723
	Iteration 30Q: 3 clusters Score -1.102852e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67686 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -11028412.000000 Penalty: 3388.365723
	Iteration 31Q: 3 clusters Score -1.102841e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67355 members 
Mstep: Class 2 contains 20693 members 
Entering Unmasked Estep 
Score: -11028382.000000 Penalty: 3388.365723
	Iteration 32Q: 3 clusters Score -1.102838e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66992 members 
Mstep: Class 2 contains 21056 members 
Entering Unmasked Estep 
Score: -11028301.000000 Penalty: 3388.365723
	Iteration 33Q: 3 clusters Score -1.10283e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66571 members 
Mstep: Class 2 contains 21477 members 
Entering Unmasked Estep 
Score: -11028235.000000 Penalty: 3388.365723
	Iteration 34Q: 3 clusters Score -1.102824e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66092 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -11028161.000000 Penalty: 3388.365723
	Iteration 35Q: 3 clusters Score -1.102816e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65569 members 
Mstep: Class 2 contains 22479 members 
Entering Unmasked Estep 
Score: -11028045.000000 Penalty: 3388.365723
	Iteration 36Q: 3 clusters Score -1.102804e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64989 members 
Mstep: Class 2 contains 23059 members 
Entering Unmasked Estep 
Score: -11027972.000000 Penalty: 3388.365723
	Iteration 37Q: 3 clusters Score -1.102797e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64310 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
Score: -11027832.000000 Penalty: 3388.365723
	Iteration 38Q: 3 clusters Score -1.102783e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63585 members 
Mstep: Class 2 contains 24463 members 
Entering Unmasked Estep 
Score: -11027772.000000 Penalty: 3388.365723
	Iteration 39Q: 3 clusters Score -1.102777e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62741 members 
Mstep: Class 2 contains 25307 members 
Entering Unmasked Estep 
Score: -11027695.000000 Penalty: 3388.365723
	Iteration 40F: 3 clusters Score -1.10277e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61863 members 
Mstep: Class 2 contains 26185 members 
Entering Unmasked Estep 
Score: -11027584.000000 Penalty: 3388.365723
	Iteration 41Q: 3 clusters Score -1.102758e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60851 members 
Mstep: Class 2 contains 27197 members 
Entering Unmasked Estep 
Score: -11027468.000000 Penalty: 3388.365723
	Iteration 42Q: 3 clusters Score -1.102747e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59713 members 
Mstep: Class 2 contains 28335 members 
Entering Unmasked Estep 
Score: -11027495.000000 Penalty: 3388.365723
	Iteration 43Q: 3 clusters Score -1.10275e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58504 members 
Mstep: Class 2 contains 29544 members 
Entering Unmasked Estep 
Score: -11027418.000000 Penalty: 3388.365723
	Iteration 44Q: 3 clusters Score -1.102742e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57239 members 
Mstep: Class 2 contains 30809 members 
Entering Unmasked Estep 
Score: -11027459.000000 Penalty: 3388.365723
	Iteration 45Q: 3 clusters Score -1.102746e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55806 members 
Mstep: Class 2 contains 32242 members 
Entering Unmasked Estep 
Score: -11027400.000000 Penalty: 3388.365723
	Iteration 46Q: 3 clusters Score -1.10274e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54299 members 
Mstep: Class 2 contains 33749 members 
Entering Unmasked Estep 
Score: -11027605.000000 Penalty: 3388.365723
	Iteration 47Q: 3 clusters Score -1.10276e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52733 members 
Mstep: Class 2 contains 35315 members 
Entering Unmasked Estep 
Score: -11027791.000000 Penalty: 3388.365723
	Iteration 48Q: 3 clusters Score -1.102779e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51154 members 
Mstep: Class 2 contains 36894 members 
Entering Unmasked Estep 
Score: -11027753.000000 Penalty: 3388.365723
	Iteration 49Q: 3 clusters Score -1.102775e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49324 members 
Mstep: Class 2 contains 38724 members 
Entering Unmasked Estep 
Score: -11028000.000000 Penalty: 3388.365723
	Iteration 50Q: 3 clusters Score -1.1028e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47103 members 
Mstep: Class 2 contains 40945 members 
Entering Unmasked Estep 
Score: -11028158.000000 Penalty: 3388.365723
	Iteration 51Q: 3 clusters Score -1.102816e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44577 members 
Mstep: Class 2 contains 43471 members 
Entering Unmasked Estep 
Score: -11028335.000000 Penalty: 3388.365723
	Iteration 52Q: 3 clusters Score -1.102834e+07 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41670 members 
Mstep: Class 2 contains 46378 members 
Entering Unmasked Estep 
Score: -11028422.000000 Penalty: 3388.365723
	Iteration 53Q: 3 clusters Score -1.102842e+07 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38537 members 
Mstep: Class 2 contains 49511 members 
Entering Unmasked Estep 
Score: -11028642.000000 Penalty: 3388.365723
	Iteration 54Q: 3 clusters Score -1.102864e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35499 members 
Mstep: Class 2 contains 52549 members 
Entering Unmasked Estep 
Score: -11028688.000000 Penalty: 3388.365723
	Iteration 55Q: 3 clusters Score -1.102869e+07 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32917 members 
Mstep: Class 2 contains 55131 members 
Entering Unmasked Estep 
Score: -11028771.000000 Penalty: 3388.365723
	Iteration 56Q: 3 clusters Score -1.102877e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30401 members 
Mstep: Class 2 contains 57647 members 
Entering Unmasked Estep 
Score: -11028665.000000 Penalty: 3388.365723
	Iteration 57Q: 3 clusters Score -1.102866e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28213 members 
Mstep: Class 2 contains 59835 members 
Entering Unmasked Estep 
Score: -11028492.000000 Penalty: 3388.365723
	Iteration 58Q: 3 clusters Score -1.102849e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26293 members 
Mstep: Class 2 contains 61755 members 
Entering Unmasked Estep 
Score: -11028417.000000 Penalty: 3388.365723
	Iteration 59Q: 3 clusters Score -1.102842e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24613 members 
Mstep: Class 2 contains 63435 members 
Entering Unmasked Estep 
Score: -11029806.000000 Penalty: 3388.365723
	Iteration 60F: 3 clusters Score -1.102981e+07 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20557 members 
Mstep: Class 2 contains 67491 members 
Entering Unmasked Estep 
Score: -11031057.000000 Penalty: 3388.365723
	Iteration 61Q: 3 clusters Score -1.103106e+07 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 71429 members 
Entering Unmasked Estep 
Score: -11032067.000000 Penalty: 3388.365723
	Iteration 62Q: 3 clusters Score -1.103207e+07 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 75109 members 
Entering Unmasked Estep 
Score: -11032860.000000 Penalty: 3388.365723
	Iteration 63Q: 3 clusters Score -1.103286e+07 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 78449 members 
Entering Unmasked Estep 
Score: -11033452.000000 Penalty: 3388.365723
	Iteration 64Q: 3 clusters Score -1.103345e+07 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 81141 members 
Entering Unmasked Estep 
Score: -11033603.000000 Penalty: 3388.365723
	Iteration 65Q: 3 clusters Score -1.10336e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 82918 members 
Entering Unmasked Estep 
Score: -11033406.000000 Penalty: 3388.365723
	Iteration 66Q: 3 clusters Score -1.103341e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 84125 members 
Entering Unmasked Estep 
Score: -11033274.000000 Penalty: 3388.365723
	Iteration 67Q: 3 clusters Score -1.103327e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 84988 members 
Entering Unmasked Estep 
Score: -11033144.000000 Penalty: 3388.365723
	Iteration 68Q: 3 clusters Score -1.103314e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 85587 members 
Entering Unmasked Estep 
Score: -11033024.000000 Penalty: 3388.365723
	Iteration 69Q: 3 clusters Score -1.103302e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 85990 members 
Entering Unmasked Estep 
Score: -11032948.000000 Penalty: 3388.365723
	Iteration 70Q: 3 clusters Score -1.103295e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 86291 members 
Entering Unmasked Estep 
Score: -11032920.000000 Penalty: 3388.365723
	Iteration 71Q: 3 clusters Score -1.103292e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 86536 members 
Entering Unmasked Estep 
Score: -11032901.000000 Penalty: 3388.365723
	Iteration 72Q: 3 clusters Score -1.10329e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 86712 members 
Entering Unmasked Estep 
Score: -11032927.000000 Penalty: 3388.365723
	Iteration 73Q: 3 clusters Score -1.103293e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 86843 members 
Entering Unmasked Estep 
Score: -11032894.000000 Penalty: 3388.365723
	Iteration 74Q: 3 clusters Score -1.103289e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 86955 members 
Entering Unmasked Estep 
Score: -11032873.000000 Penalty: 3388.365723
	Iteration 75Q: 3 clusters Score -1.103287e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 87025 members 
Entering Unmasked Estep 
Score: -11032868.000000 Penalty: 3388.365723
	Iteration 76Q: 3 clusters Score -1.103287e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 87084 members 
Entering Unmasked Estep 
Score: -11032831.000000 Penalty: 3388.365723
	Iteration 77Q: 3 clusters Score -1.103283e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 87144 members 
Entering Unmasked Estep 
Score: -11032825.000000 Penalty: 3388.365723
	Iteration 78Q: 3 clusters Score -1.103282e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 87196 members 
Entering Unmasked Estep 
Score: -11032805.000000 Penalty: 3388.365723
	Iteration 79Q: 3 clusters Score -1.10328e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 87235 members 
Entering Unmasked Estep 
Score: -11032802.000000 Penalty: 3388.365723
	Iteration 80F: 3 clusters Score -1.10328e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 87268 members 
Entering Unmasked Estep 
Score: -11032786.000000 Penalty: 3388.365723
	Iteration 81Q: 3 clusters Score -1.103279e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 87290 members 
Entering Unmasked Estep 
Score: -11032776.000000 Penalty: 3388.365723
	Iteration 82Q: 3 clusters Score -1.103278e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 87298 members 
Entering Unmasked Estep 
Score: -11032780.000000 Penalty: 3388.365723
	Iteration 83Q: 3 clusters Score -1.103278e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 87313 members 
Entering Unmasked Estep 
Score: -11032791.000000 Penalty: 3388.365723
	Iteration 84Q: 3 clusters Score -1.103279e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 87319 members 
Entering Unmasked Estep 
Score: -11032792.000000 Penalty: 3388.365723
	Iteration 85Q: 3 clusters Score -1.103279e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 87331 members 
Entering Unmasked Estep 
Score: -11032773.000000 Penalty: 3388.365723
	Iteration 86Q: 3 clusters Score -1.103277e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 87338 members 
Entering Unmasked Estep 
Score: -11032777.000000 Penalty: 3388.365723
	Iteration 87Q: 3 clusters Score -1.103278e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 87344 members 
Entering Unmasked Estep 
Score: -11032777.000000 Penalty: 3388.365723
	Iteration 88Q: 3 clusters Score -1.103278e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 87346 members 
Entering Unmasked Estep 
Score: -11032769.000000 Penalty: 3388.365723
	Iteration 89Q: 3 clusters Score -1.103277e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 87351 members 
Entering Unmasked Estep 
Score: -11032773.000000 Penalty: 3388.365723
	Iteration 90Q: 3 clusters Score -1.103277e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 87353 members 
Entering Unmasked Estep 
Score: -11032769.000000 Penalty: 3388.365723
	Iteration 91Q: 3 clusters Score -1.103277e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 87353 members 
Entering Unmasked Estep 
Score: -11032769.000000 Penalty: 3388.365723
	Iteration 92F: 3 clusters Score -1.103277e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Entering Unmasked Estep 
Score: -1133335.000000 Penalty: 1360.418457
	Iteration 0F: 2 clusters Score -1133335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1126957.875000 Penalty: 2720.836914
	Iteration 0F: 3 clusters Score -1126958 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1129138.625000 Penalty: 2720.836914
	Iteration 1F: 3 clusters Score -1129139 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1129502.375000 Penalty: 2720.836914
	Iteration 2F: 3 clusters Score -1129502 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1129766.000000 Penalty: 2720.836914
	Iteration 3F: 3 clusters Score -1129766 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1129959.750000 Penalty: 2720.836914
	Iteration 4Q: 3 clusters Score -1129960 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1130121.125000 Penalty: 2720.836914
	Iteration 5Q: 3 clusters Score -1130121 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1130262.625000 Penalty: 2720.836914
	Iteration 6Q: 3 clusters Score -1130263 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1130393.500000 Penalty: 2720.836914
	Iteration 7Q: 3 clusters Score -1130394 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1130520.875000 Penalty: 2720.836914
	Iteration 8Q: 3 clusters Score -1130521 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1130670.500000 Penalty: 2720.836914
	Iteration 9Q: 3 clusters Score -1130670 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1130863.375000 Penalty: 2720.836914
	Iteration 10Q: 3 clusters Score -1130863 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1131060.625000 Penalty: 2720.836914
	Iteration 11Q: 3 clusters Score -1131061 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1131263.250000 Penalty: 2720.836914
	Iteration 12Q: 3 clusters Score -1131263 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1131484.500000 Penalty: 2720.836914
	Iteration 13Q: 3 clusters Score -1131484 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1131720.625000 Penalty: 2720.836914
	Iteration 14Q: 3 clusters Score -1131721 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1131922.375000 Penalty: 2720.836914
	Iteration 15Q: 3 clusters Score -1131922 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1132087.125000 Penalty: 2720.836914
	Iteration 16Q: 3 clusters Score -1132087 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1132220.500000 Penalty: 2720.836914
	Iteration 17Q: 3 clusters Score -1132220 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1132320.875000 Penalty: 2720.836914
	Iteration 18Q: 3 clusters Score -1132321 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1132380.750000 Penalty: 2720.836914
	Iteration 19Q: 3 clusters Score -1132381 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1132421.625000 Penalty: 2720.836914
	Iteration 20F: 3 clusters Score -1132422 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1132456.625000 Penalty: 2720.836914
	Iteration 21Q: 3 clusters Score -1132457 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1132484.000000 Penalty: 2720.836914
	Iteration 22Q: 3 clusters Score -1132484 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1132507.375000 Penalty: 2720.836914
	Iteration 23Q: 3 clusters Score -1132507 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1132530.375000 Penalty: 2720.836914
	Iteration 24Q: 3 clusters Score -1132530 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1132546.875000 Penalty: 2720.836914
	Iteration 25Q: 3 clusters Score -1132547 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1132565.250000 Penalty: 2720.836914
	Iteration 26Q: 3 clusters Score -1132565 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1132581.125000 Penalty: 2720.836914
	Iteration 27Q: 3 clusters Score -1132581 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1132592.000000 Penalty: 2720.836914
	Iteration 28Q: 3 clusters Score -1132592 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1132597.500000 Penalty: 2720.836914
	Iteration 29Q: 3 clusters Score -1132598 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1132606.500000 Penalty: 2720.836914
	Iteration 30Q: 3 clusters Score -1132606 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1132610.000000 Penalty: 2720.836914
	Iteration 31Q: 3 clusters Score -1132610 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1132617.875000 Penalty: 2720.836914
	Iteration 32Q: 3 clusters Score -1132618 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1132621.250000 Penalty: 2720.836914
	Iteration 33Q: 3 clusters Score -1132621 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1132624.625000 Penalty: 2720.836914
	Iteration 34Q: 3 clusters Score -1132625 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1132627.500000 Penalty: 2720.836914
	Iteration 35Q: 3 clusters Score -1132628 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1132630.750000 Penalty: 2720.836914
	Iteration 36Q: 3 clusters Score -1132631 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1132634.500000 Penalty: 2720.836914
	Iteration 37Q: 3 clusters Score -1132634 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1132639.875000 Penalty: 2720.836914
	Iteration 38Q: 3 clusters Score -1132640 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1132647.125000 Penalty: 2720.836914
	Iteration 39Q: 3 clusters Score -1132647 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1132650.250000 Penalty: 2720.836914
	Iteration 40F: 3 clusters Score -1132650 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1132656.625000 Penalty: 2720.836914
	Iteration 41Q: 3 clusters Score -1132657 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1132659.500000 Penalty: 2720.836914
	Iteration 42Q: 3 clusters Score -1132660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1132660.500000 Penalty: 2720.836914
	Iteration 43Q: 3 clusters Score -1132660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1132661.000000 Penalty: 2720.836914
	Iteration 44Q: 3 clusters Score -1132661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1132661.000000 Penalty: 2720.836914
	Iteration 45Q: 3 clusters Score -1132661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1132663.500000 Penalty: 2720.836914
	Iteration 46Q: 3 clusters Score -1132664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1132664.000000 Penalty: 2720.836914
	Iteration 47Q: 3 clusters Score -1132664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1132663.500000 Penalty: 2720.836914
	Iteration 48Q: 3 clusters Score -1132664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1132662.875000 Penalty: 2720.836914
	Iteration 49Q: 3 clusters Score -1132663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1132662.875000 Penalty: 2720.836914
	Iteration 50F: 3 clusters Score -1132663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Entering Unmasked Estep 
Score: -462893.625000 Penalty: 1233.371338
	Iteration 0F: 2 clusters Score -462893.6 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 1940 members 
Entering Unmasked Estep 
Score: -459871.250000 Penalty: 2466.742676
	Iteration 0F: 3 clusters Score -459871.2 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -460813.125000 Penalty: 2466.742676
	Iteration 1F: 3 clusters Score -460813.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -461129.468750 Penalty: 2466.742676
	Iteration 2F: 3 clusters Score -461129.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -461386.500000 Penalty: 2466.742676
	Iteration 3F: 3 clusters Score -461386.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -461583.250000 Penalty: 2466.742676
	Iteration 4F: 3 clusters Score -461583.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -461745.562500 Penalty: 2466.742676
	Iteration 5Q: 3 clusters Score -461745.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -461907.281250 Penalty: 2466.742676
	Iteration 6Q: 3 clusters Score -461907.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -462048.812500 Penalty: 2466.742676
	Iteration 7Q: 3 clusters Score -462048.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -462167.375000 Penalty: 2466.742676
	Iteration 8Q: 3 clusters Score -462167.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -462252.812500 Penalty: 2466.742676
	Iteration 9Q: 3 clusters Score -462252.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -462311.250000 Penalty: 2466.742676
	Iteration 10Q: 3 clusters Score -462311.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -462360.750000 Penalty: 2466.742676
	Iteration 11Q: 3 clusters Score -462360.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -462404.281250 Penalty: 2466.742676
	Iteration 12Q: 3 clusters Score -462404.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -462448.437500 Penalty: 2466.742676
	Iteration 13Q: 3 clusters Score -462448.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -462480.250000 Penalty: 2466.742676
	Iteration 14Q: 3 clusters Score -462480.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -462507.468750 Penalty: 2466.742676
	Iteration 15Q: 3 clusters Score -462507.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -462532.906250 Penalty: 2466.742676
	Iteration 16Q: 3 clusters Score -462532.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -462553.250000 Penalty: 2466.742676
	Iteration 17Q: 3 clusters Score -462553.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -462572.312500 Penalty: 2466.742676
	Iteration 18Q: 3 clusters Score -462572.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -462586.312500 Penalty: 2466.742676
	Iteration 19Q: 3 clusters Score -462586.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -462598.187500 Penalty: 2466.742676
	Iteration 20F: 3 clusters Score -462598.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -462606.875000 Penalty: 2466.742676
	Iteration 21Q: 3 clusters Score -462606.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -462612.312500 Penalty: 2466.742676
	Iteration 22Q: 3 clusters Score -462612.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -462618.093750 Penalty: 2466.742676
	Iteration 23Q: 3 clusters Score -462618.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -462623.531250 Penalty: 2466.742676
	Iteration 24Q: 3 clusters Score -462623.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -462626.843750 Penalty: 2466.742676
	Iteration 25Q: 3 clusters Score -462626.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -462630.531250 Penalty: 2466.742676
	Iteration 26Q: 3 clusters Score -462630.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -462632.875000 Penalty: 2466.742676
	Iteration 27Q: 3 clusters Score -462632.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -462636.625000 Penalty: 2466.742676
	Iteration 28Q: 3 clusters Score -462636.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -462641.250000 Penalty: 2466.742676
	Iteration 29Q: 3 clusters Score -462641.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -462642.156250 Penalty: 2466.742676
	Iteration 30Q: 3 clusters Score -462642.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -462643.562500 Penalty: 2466.742676
	Iteration 31Q: 3 clusters Score -462643.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -462647.250000 Penalty: 2466.742676
	Iteration 32Q: 3 clusters Score -462647.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -462647.906250 Penalty: 2466.742676
	Iteration 33Q: 3 clusters Score -462647.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -462650.343750 Penalty: 2466.742676
	Iteration 34Q: 3 clusters Score -462650.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -462650.906250 Penalty: 2466.742676
	Iteration 35Q: 3 clusters Score -462650.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -462651.843750 Penalty: 2466.742676
	Iteration 36Q: 3 clusters Score -462651.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -462652.562500 Penalty: 2466.742676
	Iteration 37Q: 3 clusters Score -462652.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -462653.406250 Penalty: 2466.742676
	Iteration 38Q: 3 clusters Score -462653.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -462655.375000 Penalty: 2466.742676
	Iteration 39Q: 3 clusters Score -462655.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -462656.625000 Penalty: 2466.742676
	Iteration 40F: 3 clusters Score -462656.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -462657.125000 Penalty: 2466.742676
	Iteration 41Q: 3 clusters Score -462657.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -462658.093750 Penalty: 2466.742676
	Iteration 42Q: 3 clusters Score -462658.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -462659.562500 Penalty: 2466.742676
	Iteration 43Q: 3 clusters Score -462659.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -462661.250000 Penalty: 2466.742676
	Iteration 44Q: 3 clusters Score -462661.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -462662.312500 Penalty: 2466.742676
	Iteration 45Q: 3 clusters Score -462662.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -462663.250000 Penalty: 2466.742676
	Iteration 46Q: 3 clusters Score -462663.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -462665.000000 Penalty: 2466.742676
	Iteration 47Q: 3 clusters Score -462665 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -462670.656250 Penalty: 2466.742676
	Iteration 48Q: 3 clusters Score -462670.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -462678.250000 Penalty: 2466.742676
	Iteration 49Q: 3 clusters Score -462678.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -462686.843750 Penalty: 2466.742676
	Iteration 50Q: 3 clusters Score -462686.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -462691.812500 Penalty: 2466.742676
	Iteration 51Q: 3 clusters Score -462691.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -462695.187500 Penalty: 2466.742676
	Iteration 52Q: 3 clusters Score -462695.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -462697.781250 Penalty: 2466.742676
	Iteration 53Q: 3 clusters Score -462697.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -462699.937500 Penalty: 2466.742676
	Iteration 54Q: 3 clusters Score -462699.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -462702.875000 Penalty: 2466.742676
	Iteration 55Q: 3 clusters Score -462702.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -462703.906250 Penalty: 2466.742676
	Iteration 56Q: 3 clusters Score -462703.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -462704.562500 Penalty: 2466.742676
	Iteration 57Q: 3 clusters Score -462704.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -462705.531250 Penalty: 2466.742676
	Iteration 58Q: 3 clusters Score -462705.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -462706.843750 Penalty: 2466.742676
	Iteration 59Q: 3 clusters Score -462706.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -462707.000000 Penalty: 2466.742676
	Iteration 60F: 3 clusters Score -462707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -462707.343750 Penalty: 2466.742676
	Iteration 61Q: 3 clusters Score -462707.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -462707.031250 Penalty: 2466.742676
	Iteration 62Q: 3 clusters Score -462707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -462707.687500 Penalty: 2466.742676
	Iteration 63Q: 3 clusters Score -462707.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -462708.062500 Penalty: 2466.742676
	Iteration 64Q: 3 clusters Score -462708.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -462708.062500 Penalty: 2466.742676
	Iteration 65F: 3 clusters Score -462708.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Entering Unmasked Estep 
Score: -11386.218750 Penalty: 718.453125
	Iteration 0F: 2 clusters Score -11386.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -10983.468750 Penalty: 1436.906250
	Iteration 0F: 3 clusters Score -10983.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -11018.818359 Penalty: 1436.906250
	Iteration 1Q: 3 clusters Score -11018.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -11018.818359 Penalty: 1436.906250
	Iteration 2F: 3 clusters Score -11018.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Entering Unmasked Estep 
Score: -899263.312500 Penalty: 1319.766479
	Iteration 0F: 2 clusters Score -899263.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -894309.375000 Penalty: 2639.532959
	Iteration 0F: 3 clusters Score -894309.4 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -895894.000000 Penalty: 2639.532959
	Iteration 1F: 3 clusters Score -895894 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -896120.125000 Penalty: 2639.532959
	Iteration 2F: 3 clusters Score -896120.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -896238.812500 Penalty: 2639.532959
	Iteration 3Q: 3 clusters Score -896238.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -896318.875000 Penalty: 2639.532959
	Iteration 4Q: 3 clusters Score -896318.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -896385.312500 Penalty: 2639.532959
	Iteration 5Q: 3 clusters Score -896385.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -896432.750000 Penalty: 2639.532959
	Iteration 6Q: 3 clusters Score -896432.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -896476.687500 Penalty: 2639.532959
	Iteration 7Q: 3 clusters Score -896476.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -896521.250000 Penalty: 2639.532959
	Iteration 8Q: 3 clusters Score -896521.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -896572.562500 Penalty: 2639.532959
	Iteration 9Q: 3 clusters Score -896572.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -896622.250000 Penalty: 2639.532959
	Iteration 10Q: 3 clusters Score -896622.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -896674.687500 Penalty: 2639.532959
	Iteration 11Q: 3 clusters Score -896674.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -896735.750000 Penalty: 2639.532959
	Iteration 12Q: 3 clusters Score -896735.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -896811.625000 Penalty: 2639.532959
	Iteration 13Q: 3 clusters Score -896811.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -896900.250000 Penalty: 2639.532959
	Iteration 14Q: 3 clusters Score -896900.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -896987.187500 Penalty: 2639.532959
	Iteration 15Q: 3 clusters Score -896987.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -897082.625000 Penalty: 2639.532959
	Iteration 16Q: 3 clusters Score -897082.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -897202.937500 Penalty: 2639.532959
	Iteration 17Q: 3 clusters Score -897202.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -897321.375000 Penalty: 2639.532959
	Iteration 18Q: 3 clusters Score -897321.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -897454.625000 Penalty: 2639.532959
	Iteration 19Q: 3 clusters Score -897454.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -897588.812500 Penalty: 2639.532959
	Iteration 20F: 3 clusters Score -897588.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -897709.812500 Penalty: 2639.532959
	Iteration 21Q: 3 clusters Score -897709.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -897814.937500 Penalty: 2639.532959
	Iteration 22Q: 3 clusters Score -897814.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -897919.250000 Penalty: 2639.532959
	Iteration 23Q: 3 clusters Score -897919.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -898002.812500 Penalty: 2639.532959
	Iteration 24Q: 3 clusters Score -898002.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -898063.875000 Penalty: 2639.532959
	Iteration 25Q: 3 clusters Score -898063.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -898105.875000 Penalty: 2639.532959
	Iteration 26Q: 3 clusters Score -898105.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -898151.000000 Penalty: 2639.532959
	Iteration 27Q: 3 clusters Score -898151 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -898191.250000 Penalty: 2639.532959
	Iteration 28Q: 3 clusters Score -898191.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -898222.687500 Penalty: 2639.532959
	Iteration 29Q: 3 clusters Score -898222.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -898244.187500 Penalty: 2639.532959
	Iteration 30Q: 3 clusters Score -898244.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -898257.750000 Penalty: 2639.532959
	Iteration 31Q: 3 clusters Score -898257.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -898274.062500 Penalty: 2639.532959
	Iteration 32Q: 3 clusters Score -898274.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -898287.062500 Penalty: 2639.532959
	Iteration 33Q: 3 clusters Score -898287.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -898290.500000 Penalty: 2639.532959
	Iteration 34Q: 3 clusters Score -898290.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -898292.187500 Penalty: 2639.532959
	Iteration 35Q: 3 clusters Score -898292.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -898297.562500 Penalty: 2639.532959
	Iteration 36Q: 3 clusters Score -898297.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -898298.687500 Penalty: 2639.532959
	Iteration 37Q: 3 clusters Score -898298.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -898299.437500 Penalty: 2639.532959
	Iteration 38Q: 3 clusters Score -898299.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -898299.437500 Penalty: 2639.532959
	Iteration 39F: 3 clusters Score -898299.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Entering Unmasked Estep 
Score: -1200089.625000 Penalty: 1369.902222
	Iteration 0F: 2 clusters Score -1200090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1193342.500000 Penalty: 2739.804443
	Iteration 0F: 3 clusters Score -1193342 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1195574.125000 Penalty: 2739.804443
	Iteration 1F: 3 clusters Score -1195574 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1195930.125000 Penalty: 2739.804443
	Iteration 2F: 3 clusters Score -1195930 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1196198.250000 Penalty: 2739.804443
	Iteration 3F: 3 clusters Score -1196198 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1196482.250000 Penalty: 2739.804443
	Iteration 4F: 3 clusters Score -1196482 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1196809.000000 Penalty: 2739.804443
	Iteration 5F: 3 clusters Score -1196809 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1197172.875000 Penalty: 2739.804443
	Iteration 6F: 3 clusters Score -1197173 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1197567.750000 Penalty: 2739.804443
	Iteration 7F: 3 clusters Score -1197568 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1197999.125000 Penalty: 2739.804443
	Iteration 8F: 3 clusters Score -1197999 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1198403.375000 Penalty: 2739.804443
	Iteration 9Q: 3 clusters Score -1198403 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1198833.250000 Penalty: 2739.804443
	Iteration 10Q: 3 clusters Score -1198833 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1199152.250000 Penalty: 2739.804443
	Iteration 11Q: 3 clusters Score -1199152 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1199341.875000 Penalty: 2739.804443
	Iteration 12Q: 3 clusters Score -1199342 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1199465.750000 Penalty: 2739.804443
	Iteration 13Q: 3 clusters Score -1199466 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1199535.250000 Penalty: 2739.804443
	Iteration 14Q: 3 clusters Score -1199535 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1199584.250000 Penalty: 2739.804443
	Iteration 15Q: 3 clusters Score -1199584 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1199610.750000 Penalty: 2739.804443
	Iteration 16Q: 3 clusters Score -1199611 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1199625.875000 Penalty: 2739.804443
	Iteration 17Q: 3 clusters Score -1199626 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1199637.250000 Penalty: 2739.804443
	Iteration 18Q: 3 clusters Score -1199637 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1199644.375000 Penalty: 2739.804443
	Iteration 19Q: 3 clusters Score -1199644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1199645.625000 Penalty: 2739.804443
	Iteration 20F: 3 clusters Score -1199646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1199648.750000 Penalty: 2739.804443
	Iteration 21Q: 3 clusters Score -1199649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1199649.875000 Penalty: 2739.804443
	Iteration 22Q: 3 clusters Score -1199650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1199650.125000 Penalty: 2739.804443
	Iteration 23Q: 3 clusters Score -1199650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1199650.250000 Penalty: 2739.804443
	Iteration 24Q: 3 clusters Score -1199650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1199650.625000 Penalty: 2739.804443
	Iteration 25Q: 3 clusters Score -1199651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1199655.625000 Penalty: 2739.804443
	Iteration 26Q: 3 clusters Score -1199656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1199658.000000 Penalty: 2739.804443
	Iteration 27Q: 3 clusters Score -1199658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1199658.375000 Penalty: 2739.804443
	Iteration 28Q: 3 clusters Score -1199658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1199659.500000 Penalty: 2739.804443
	Iteration 29Q: 3 clusters Score -1199660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1199659.000000 Penalty: 2739.804443
	Iteration 30Q: 3 clusters Score -1199659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1199660.500000 Penalty: 2739.804443
	Iteration 31Q: 3 clusters Score -1199660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1199660.125000 Penalty: 2739.804443
	Iteration 32Q: 3 clusters Score -1199660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1199660.125000 Penalty: 2739.804443
	Iteration 33F: 3 clusters Score -1199660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Entering Unmasked Estep 
Score: -31461.734375 Penalty: 905.034241
	Iteration 0F: 2 clusters Score -31461.73 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 228 members 
Entering Unmasked Estep 
Score: -30648.648438 Penalty: 1810.068481
	Iteration 0F: 3 clusters Score -30648.65 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -30919.189453 Penalty: 1810.068481
	Iteration 1F: 3 clusters Score -30919.19 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -31051.416016 Penalty: 1810.068481
	Iteration 2F: 3 clusters Score -31051.42 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -31132.642578 Penalty: 1810.068481
	Iteration 3Q: 3 clusters Score -31132.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -31166.650391 Penalty: 1810.068481
	Iteration 4Q: 3 clusters Score -31166.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -31176.740234 Penalty: 1810.068481
	Iteration 5Q: 3 clusters Score -31176.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -31198.906250 Penalty: 1810.068481
	Iteration 6Q: 3 clusters Score -31198.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -31226.460938 Penalty: 1810.068481
	Iteration 7Q: 3 clusters Score -31226.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -31242.771484 Penalty: 1810.068481
	Iteration 8Q: 3 clusters Score -31242.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -31253.144531 Penalty: 1810.068481
	Iteration 9Q: 3 clusters Score -31253.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -31256.933594 Penalty: 1810.068481
	Iteration 10F: 3 clusters Score -31256.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -31262.750000 Penalty: 1810.068481
	Iteration 11Q: 3 clusters Score -31262.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -31265.447266 Penalty: 1810.068481
	Iteration 12Q: 3 clusters Score -31265.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -31266.837891 Penalty: 1810.068481
	Iteration 13Q: 3 clusters Score -31266.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -31266.837891 Penalty: 1810.068481
	Iteration 14F: 3 clusters Score -31266.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (54730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54730 members 
Entering Unmasked Estep 
Score: -6871012.500000 Penalty: 1623.432983
	Iteration 0F: 2 clusters Score -6871012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27357 members 
Mstep: Class 2 contains 27373 members 
Entering Unmasked Estep 
Score: -6836431.000000 Penalty: 3246.865967
	Iteration 0F: 3 clusters Score -6836431 nChanged 25351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27244 members 
Mstep: Class 2 contains 27486 members 
Entering Unmasked Estep 
Score: -6850284.000000 Penalty: 3246.865967
	Iteration 1F: 3 clusters Score -6850284 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27233 members 
Mstep: Class 2 contains 27497 members 
Entering Unmasked Estep 
Score: -6850757.500000 Penalty: 3246.865967
	Iteration 2Q: 3 clusters Score -6850758 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27141 members 
Mstep: Class 2 contains 27589 members 
Entering Unmasked Estep 
Score: -6851142.000000 Penalty: 3246.865967
	Iteration 3Q: 3 clusters Score -6851142 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27003 members 
Mstep: Class 2 contains 27727 members 
Entering Unmasked Estep 
Score: -6851487.000000 Penalty: 3246.865967
	Iteration 4Q: 3 clusters Score -6851487 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26832 members 
Mstep: Class 2 contains 27898 members 
Entering Unmasked Estep 
Score: -6851793.000000 Penalty: 3246.865967
	Iteration 5Q: 3 clusters Score -6851793 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26582 members 
Mstep: Class 2 contains 28148 members 
Entering Unmasked Estep 
Score: -6852139.500000 Penalty: 3246.865967
	Iteration 6Q: 3 clusters Score -6852140 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 28536 members 
Entering Unmasked Estep 
Score: -6852512.500000 Penalty: 3246.865967
	Iteration 7Q: 3 clusters Score -6852512 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25654 members 
Mstep: Class 2 contains 29076 members 
Entering Unmasked Estep 
Score: -6852862.500000 Penalty: 3246.865967
	Iteration 8Q: 3 clusters Score -6852862 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24918 members 
Mstep: Class 2 contains 29812 members 
Entering Unmasked Estep 
Score: -6853332.000000 Penalty: 3246.865967
	Iteration 9Q: 3 clusters Score -6853332 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23893 members 
Mstep: Class 2 contains 30837 members 
Entering Unmasked Estep 
Score: -6853926.000000 Penalty: 3246.865967
	Iteration 10Q: 3 clusters Score -6853926 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22538 members 
Mstep: Class 2 contains 32192 members 
Entering Unmasked Estep 
Score: -6854676.000000 Penalty: 3246.865967
	Iteration 11Q: 3 clusters Score -6854676 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 33970 members 
Entering Unmasked Estep 
Score: -6855601.000000 Penalty: 3246.865967
	Iteration 12Q: 3 clusters Score -6855601 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 36180 members 
Entering Unmasked Estep 
Score: -6856856.000000 Penalty: 3246.865967
	Iteration 13Q: 3 clusters Score -6856856 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 38833 members 
Entering Unmasked Estep 
Score: -6858418.000000 Penalty: 3246.865967
	Iteration 14F: 3 clusters Score -6858418 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 41796 members 
Entering Unmasked Estep 
Score: -6860189.500000 Penalty: 3246.865967
	Iteration 15F: 3 clusters Score -6860190 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 44937 members 
Entering Unmasked Estep 
Score: -6862302.000000 Penalty: 3246.865967
	Iteration 16F: 3 clusters Score -6862302 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 47913 members 
Entering Unmasked Estep 
Score: -6864463.500000 Penalty: 3246.865967
	Iteration 17F: 3 clusters Score -6864464 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 50446 members 
Entering Unmasked Estep 
Score: -6866505.000000 Penalty: 3246.865967
	Iteration 18Q: 3 clusters Score -6866505 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 52253 members 
Entering Unmasked Estep 
Score: -6868084.000000 Penalty: 3246.865967
	Iteration 19Q: 3 clusters Score -6868084 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 53249 members 
Entering Unmasked Estep 
Score: -6868919.500000 Penalty: 3246.865967
	Iteration 20F: 3 clusters Score -6868920 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 53743 members 
Entering Unmasked Estep 
Score: -6869367.500000 Penalty: 3246.865967
	Iteration 21Q: 3 clusters Score -6869368 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 53952 members 
Entering Unmasked Estep 
Score: -6869645.500000 Penalty: 3246.865967
	Iteration 22Q: 3 clusters Score -6869646 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 54048 members 
Entering Unmasked Estep 
Score: -6869814.000000 Penalty: 3246.865967
	Iteration 23Q: 3 clusters Score -6869814 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 54081 members 
Entering Unmasked Estep 
Score: -6869947.000000 Penalty: 3246.865967
	Iteration 24Q: 3 clusters Score -6869947 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 54081 members 
Entering Unmasked Estep 
Score: -6870016.000000 Penalty: 3246.865967
	Iteration 25Q: 3 clusters Score -6870016 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 54064 members 
Entering Unmasked Estep 
Score: -6870041.500000 Penalty: 3246.865967
	Iteration 26Q: 3 clusters Score -6870042 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 54050 members 
Entering Unmasked Estep 
Score: -6870084.500000 Penalty: 3246.865967
	Iteration 27Q: 3 clusters Score -6870084 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 54043 members 
Entering Unmasked Estep 
Score: -6870098.500000 Penalty: 3246.865967
	Iteration 28Q: 3 clusters Score -6870098 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 54032 members 
Entering Unmasked Estep 
Score: -6870106.000000 Penalty: 3246.865967
	Iteration 29Q: 3 clusters Score -6870106 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 54020 members 
Entering Unmasked Estep 
Score: -6870112.500000 Penalty: 3246.865967
	Iteration 30Q: 3 clusters Score -6870112 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 54017 members 
Entering Unmasked Estep 
Score: -6870130.000000 Penalty: 3246.865967
	Iteration 31Q: 3 clusters Score -6870130 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 54011 members 
Entering Unmasked Estep 
Score: -6870145.500000 Penalty: 3246.865967
	Iteration 32Q: 3 clusters Score -6870146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 54010 members 
Entering Unmasked Estep 
Score: -6870152.000000 Penalty: 3246.865967
	Iteration 33Q: 3 clusters Score -6870152 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 54015 members 
Entering Unmasked Estep 
Score: -6870163.000000 Penalty: 3246.865967
	Iteration 34Q: 3 clusters Score -6870163 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 54015 members 
Entering Unmasked Estep 
Score: -6870167.000000 Penalty: 3246.865967
	Iteration 35Q: 3 clusters Score -6870167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 54010 members 
Entering Unmasked Estep 
Score: -6870162.000000 Penalty: 3246.865967
	Iteration 36Q: 3 clusters Score -6870162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 54009 members 
Entering Unmasked Estep 
Score: -6870163.500000 Penalty: 3246.865967
	Iteration 37Q: 3 clusters Score -6870164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 54008 members 
Entering Unmasked Estep 
Score: -6870167.500000 Penalty: 3246.865967
	Iteration 38Q: 3 clusters Score -6870168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 54007 members 
Entering Unmasked Estep 
Score: -6870167.000000 Penalty: 3246.865967
	Iteration 39Q: 3 clusters Score -6870167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 54006 members 
Entering Unmasked Estep 
Score: -6870171.000000 Penalty: 3246.865967
	Iteration 40F: 3 clusters Score -6870171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 54004 members 
Entering Unmasked Estep 
Score: -6870169.500000 Penalty: 3246.865967
	Iteration 41Q: 3 clusters Score -6870170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 54000 members 
Entering Unmasked Estep 
Score: -6870171.000000 Penalty: 3246.865967
	Iteration 42Q: 3 clusters Score -6870171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 54000 members 
Entering Unmasked Estep 
Score: -6870175.000000 Penalty: 3246.865967
	Iteration 43Q: 3 clusters Score -6870175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 54000 members 
Entering Unmasked Estep 
Score: -6870175.000000 Penalty: 3246.865967
	Iteration 44F: 3 clusters Score -6870175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (28681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28681 members 
Entering Unmasked Estep 
Score: -3517295.000000 Penalty: 1527.281860
	Iteration 0F: 2 clusters Score -3517295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -3498705.500000 Penalty: 3054.563721
	Iteration 0F: 3 clusters Score -3498706 nChanged 12791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -3505559.750000 Penalty: 3054.563721
	Iteration 1F: 3 clusters Score -3505560 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -3505990.500000 Penalty: 3054.563721
	Iteration 2Q: 3 clusters Score -3505990 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -3506489.750000 Penalty: 3054.563721
	Iteration 3Q: 3 clusters Score -3506490 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -3507111.750000 Penalty: 3054.563721
	Iteration 4Q: 3 clusters Score -3507112 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -3507894.250000 Penalty: 3054.563721
	Iteration 5F: 3 clusters Score -3507894 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -3508999.250000 Penalty: 3054.563721
	Iteration 6F: 3 clusters Score -3508999 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -3510280.250000 Penalty: 3054.563721
	Iteration 7F: 3 clusters Score -3510280 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 22124 members 
Entering Unmasked Estep 
Score: -3511722.750000 Penalty: 3054.563721
	Iteration 8F: 3 clusters Score -3511723 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 23370 members 
Entering Unmasked Estep 
Score: -3512970.250000 Penalty: 3054.563721
	Iteration 9F: 3 clusters Score -3512970 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 24231 members 
Entering Unmasked Estep 
Score: -3513842.250000 Penalty: 3054.563721
	Iteration 10Q: 3 clusters Score -3513842 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 24786 members 
Entering Unmasked Estep 
Score: -3514398.500000 Penalty: 3054.563721
	Iteration 11Q: 3 clusters Score -3514398 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 25167 members 
Entering Unmasked Estep 
Score: -3514745.000000 Penalty: 3054.563721
	Iteration 12Q: 3 clusters Score -3514745 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 25475 members 
Entering Unmasked Estep 
Score: -3515022.000000 Penalty: 3054.563721
	Iteration 13Q: 3 clusters Score -3515022 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 25725 members 
Entering Unmasked Estep 
Score: -3515209.000000 Penalty: 3054.563721
	Iteration 14Q: 3 clusters Score -3515209 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 25938 members 
Entering Unmasked Estep 
Score: -3515351.500000 Penalty: 3054.563721
	Iteration 15Q: 3 clusters Score -3515352 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 26132 members 
Entering Unmasked Estep 
Score: -3515480.000000 Penalty: 3054.563721
	Iteration 16Q: 3 clusters Score -3515480 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 26296 members 
Entering Unmasked Estep 
Score: -3515554.750000 Penalty: 3054.563721
	Iteration 17Q: 3 clusters Score -3515555 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 26429 members 
Entering Unmasked Estep 
Score: -3515615.750000 Penalty: 3054.563721
	Iteration 18Q: 3 clusters Score -3515616 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 26564 members 
Entering Unmasked Estep 
Score: -3515706.000000 Penalty: 3054.563721
	Iteration 19Q: 3 clusters Score -3515706 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 26686 members 
Entering Unmasked Estep 
Score: -3515760.750000 Penalty: 3054.563721
	Iteration 20F: 3 clusters Score -3515761 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 26786 members 
Entering Unmasked Estep 
Score: -3515831.250000 Penalty: 3054.563721
	Iteration 21Q: 3 clusters Score -3515831 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 26884 members 
Entering Unmasked Estep 
Score: -3515887.250000 Penalty: 3054.563721
	Iteration 22Q: 3 clusters Score -3515887 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 26962 members 
Entering Unmasked Estep 
Score: -3515936.250000 Penalty: 3054.563721
	Iteration 23Q: 3 clusters Score -3515936 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 27041 members 
Entering Unmasked Estep 
Score: -3515989.750000 Penalty: 3054.563721
	Iteration 24Q: 3 clusters Score -3515990 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 27107 members 
Entering Unmasked Estep 
Score: -3516027.000000 Penalty: 3054.563721
	Iteration 25Q: 3 clusters Score -3516027 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 27153 members 
Entering Unmasked Estep 
Score: -3516052.500000 Penalty: 3054.563721
	Iteration 26Q: 3 clusters Score -3516052 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 27193 members 
Entering Unmasked Estep 
Score: -3516074.250000 Penalty: 3054.563721
	Iteration 27Q: 3 clusters Score -3516074 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 27229 members 
Entering Unmasked Estep 
Score: -3516090.750000 Penalty: 3054.563721
	Iteration 28Q: 3 clusters Score -3516091 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 27259 members 
Entering Unmasked Estep 
Score: -3516113.500000 Penalty: 3054.563721
	Iteration 29Q: 3 clusters Score -3516114 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 27279 members 
Entering Unmasked Estep 
Score: -3516132.500000 Penalty: 3054.563721
	Iteration 30Q: 3 clusters Score -3516132 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 27304 members 
Entering Unmasked Estep 
Score: -3516146.250000 Penalty: 3054.563721
	Iteration 31Q: 3 clusters Score -3516146 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 27328 members 
Entering Unmasked Estep 
Score: -3516160.000000 Penalty: 3054.563721
	Iteration 32Q: 3 clusters Score -3516160 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 27349 members 
Entering Unmasked Estep 
Score: -3516180.000000 Penalty: 3054.563721
	Iteration 33Q: 3 clusters Score -3516180 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 27381 members 
Entering Unmasked Estep 
Score: -3516200.250000 Penalty: 3054.563721
	Iteration 34Q: 3 clusters Score -3516200 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 27405 members 
Entering Unmasked Estep 
Score: -3516206.250000 Penalty: 3054.563721
	Iteration 35Q: 3 clusters Score -3516206 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 27430 members 
Entering Unmasked Estep 
Score: -3516227.250000 Penalty: 3054.563721
	Iteration 36Q: 3 clusters Score -3516227 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 27457 members 
Entering Unmasked Estep 
Score: -3516251.750000 Penalty: 3054.563721
	Iteration 37Q: 3 clusters Score -3516252 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 27486 members 
Entering Unmasked Estep 
Score: -3516282.500000 Penalty: 3054.563721
	Iteration 38Q: 3 clusters Score -3516282 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 27516 members 
Entering Unmasked Estep 
Score: -3516290.000000 Penalty: 3054.563721
	Iteration 39Q: 3 clusters Score -3516290 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 27539 members 
Entering Unmasked Estep 
Score: -3516312.750000 Penalty: 3054.563721
	Iteration 40F: 3 clusters Score -3516313 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 27553 members 
Entering Unmasked Estep 
Score: -3516319.750000 Penalty: 3054.563721
	Iteration 41Q: 3 clusters Score -3516320 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 27560 members 
Entering Unmasked Estep 
Score: -3516334.000000 Penalty: 3054.563721
	Iteration 42Q: 3 clusters Score -3516334 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 27574 members 
Entering Unmasked Estep 
Score: -3516338.750000 Penalty: 3054.563721
	Iteration 43Q: 3 clusters Score -3516339 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 27580 members 
Entering Unmasked Estep 
Score: -3516345.250000 Penalty: 3054.563721
	Iteration 44Q: 3 clusters Score -3516345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 27583 members 
Entering Unmasked Estep 
Score: -3516348.000000 Penalty: 3054.563721
	Iteration 45Q: 3 clusters Score -3516348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 27589 members 
Entering Unmasked Estep 
Score: -3516348.500000 Penalty: 3054.563721
	Iteration 46Q: 3 clusters Score -3516348 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 27595 members 
Entering Unmasked Estep 
Score: -3516351.750000 Penalty: 3054.563721
	Iteration 47Q: 3 clusters Score -3516352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 27604 members 
Entering Unmasked Estep 
Score: -3516353.750000 Penalty: 3054.563721
	Iteration 48Q: 3 clusters Score -3516354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 27611 members 
Entering Unmasked Estep 
Score: -3516359.750000 Penalty: 3054.563721
	Iteration 49Q: 3 clusters Score -3516360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 27616 members 
Entering Unmasked Estep 
Score: -3516360.500000 Penalty: 3054.563721
	Iteration 50Q: 3 clusters Score -3516360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 27620 members 
Entering Unmasked Estep 
Score: -3516357.500000 Penalty: 3054.563721
	Iteration 51Q: 3 clusters Score -3516358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 27619 members 
Entering Unmasked Estep 
Score: -3516361.000000 Penalty: 3054.563721
	Iteration 52Q: 3 clusters Score -3516361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 27619 members 
Entering Unmasked Estep 
Score: -3516361.750000 Penalty: 3054.563721
	Iteration 53Q: 3 clusters Score -3516362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 27619 members 
Entering Unmasked Estep 
Score: -3516361.750000 Penalty: 3054.563721
	Iteration 54F: 3 clusters Score -3516362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (42229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42229 members 
Entering Unmasked Estep 
Score: -5192945.000000 Penalty: 1584.848389
	Iteration 0F: 2 clusters Score -5192945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21146 members 
Mstep: Class 2 contains 21083 members 
Entering Unmasked Estep 
Score: -5165620.500000 Penalty: 3169.696777
	Iteration 0F: 3 clusters Score -5165620 nChanged 19255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20901 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -5176256.000000 Penalty: 3169.696777
	Iteration 1F: 3 clusters Score -5176256 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20680 members 
Mstep: Class 2 contains 21549 members 
Entering Unmasked Estep 
Score: -5176944.500000 Penalty: 3169.696777
	Iteration 2Q: 3 clusters Score -5176944 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 21864 members 
Entering Unmasked Estep 
Score: -5177616.000000 Penalty: 3169.696777
	Iteration 3Q: 3 clusters Score -5177616 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 22300 members 
Entering Unmasked Estep 
Score: -5178331.500000 Penalty: 3169.696777
	Iteration 4Q: 3 clusters Score -5178332 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 22969 members 
Entering Unmasked Estep 
Score: -5179095.500000 Penalty: 3169.696777
	Iteration 5Q: 3 clusters Score -5179096 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 23876 members 
Entering Unmasked Estep 
Score: -5179997.500000 Penalty: 3169.696777
	Iteration 6Q: 3 clusters Score -5179998 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 25216 members 
Entering Unmasked Estep 
Score: -5181131.000000 Penalty: 3169.696777
	Iteration 7F: 3 clusters Score -5181131 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 26913 members 
Entering Unmasked Estep 
Score: -5182672.000000 Penalty: 3169.696777
	Iteration 8F: 3 clusters Score -5182672 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 28789 members 
Entering Unmasked Estep 
Score: -5184541.000000 Penalty: 3169.696777
	Iteration 9F: 3 clusters Score -5184541 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 30537 members 
Entering Unmasked Estep 
Score: -5186460.000000 Penalty: 3169.696777
	Iteration 10F: 3 clusters Score -5186460 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 31831 members 
Entering Unmasked Estep 
Score: -5187880.000000 Penalty: 3169.696777
	Iteration 11Q: 3 clusters Score -5187880 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 32831 members 
Entering Unmasked Estep 
Score: -5188800.500000 Penalty: 3169.696777
	Iteration 12Q: 3 clusters Score -5188800 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 33552 members 
Entering Unmasked Estep 
Score: -5189337.500000 Penalty: 3169.696777
	Iteration 13Q: 3 clusters Score -5189338 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 34139 members 
Entering Unmasked Estep 
Score: -5189639.000000 Penalty: 3169.696777
	Iteration 14Q: 3 clusters Score -5189639 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 34685 members 
Entering Unmasked Estep 
Score: -5189915.000000 Penalty: 3169.696777
	Iteration 15Q: 3 clusters Score -5189915 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 35154 members 
Entering Unmasked Estep 
Score: -5190087.000000 Penalty: 3169.696777
	Iteration 16Q: 3 clusters Score -5190087 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 35598 members 
Entering Unmasked Estep 
Score: -5190240.000000 Penalty: 3169.696777
	Iteration 17Q: 3 clusters Score -5190240 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 36000 members 
Entering Unmasked Estep 
Score: -5190375.000000 Penalty: 3169.696777
	Iteration 18Q: 3 clusters Score -5190375 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 36370 members 
Entering Unmasked Estep 
Score: -5190506.000000 Penalty: 3169.696777
	Iteration 19Q: 3 clusters Score -5190506 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 36731 members 
Entering Unmasked Estep 
Score: -5190636.500000 Penalty: 3169.696777
	Iteration 20F: 3 clusters Score -5190636 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 37052 members 
Entering Unmasked Estep 
Score: -5190711.500000 Penalty: 3169.696777
	Iteration 21Q: 3 clusters Score -5190712 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 37340 members 
Entering Unmasked Estep 
Score: -5190794.500000 Penalty: 3169.696777
	Iteration 22Q: 3 clusters Score -5190794 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 37606 members 
Entering Unmasked Estep 
Score: -5190870.500000 Penalty: 3169.696777
	Iteration 23Q: 3 clusters Score -5190870 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 37854 members 
Entering Unmasked Estep 
Score: -5190941.500000 Penalty: 3169.696777
	Iteration 24Q: 3 clusters Score -5190942 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 38082 members 
Entering Unmasked Estep 
Score: -5191011.000000 Penalty: 3169.696777
	Iteration 25Q: 3 clusters Score -5191011 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 38282 members 
Entering Unmasked Estep 
Score: -5191087.500000 Penalty: 3169.696777
	Iteration 26Q: 3 clusters Score -5191088 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 38454 members 
Entering Unmasked Estep 
Score: -5191102.000000 Penalty: 3169.696777
	Iteration 27Q: 3 clusters Score -5191102 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 38618 members 
Entering Unmasked Estep 
Score: -5191154.500000 Penalty: 3169.696777
	Iteration 28Q: 3 clusters Score -5191154 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 38784 members 
Entering Unmasked Estep 
Score: -5191216.500000 Penalty: 3169.696777
	Iteration 29Q: 3 clusters Score -5191216 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 38942 members 
Entering Unmasked Estep 
Score: -5191251.000000 Penalty: 3169.696777
	Iteration 30Q: 3 clusters Score -5191251 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 39087 members 
Entering Unmasked Estep 
Score: -5191293.000000 Penalty: 3169.696777
	Iteration 31Q: 3 clusters Score -5191293 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 39224 members 
Entering Unmasked Estep 
Score: -5191360.000000 Penalty: 3169.696777
	Iteration 32Q: 3 clusters Score -5191360 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 39346 members 
Entering Unmasked Estep 
Score: -5191389.000000 Penalty: 3169.696777
	Iteration 33Q: 3 clusters Score -5191389 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 39450 members 
Entering Unmasked Estep 
Score: -5191411.500000 Penalty: 3169.696777
	Iteration 34Q: 3 clusters Score -5191412 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 39554 members 
Entering Unmasked Estep 
Score: -5191444.500000 Penalty: 3169.696777
	Iteration 35Q: 3 clusters Score -5191444 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 39642 members 
Entering Unmasked Estep 
Score: -5191477.000000 Penalty: 3169.696777
	Iteration 36Q: 3 clusters Score -5191477 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 39730 members 
Entering Unmasked Estep 
Score: -5191505.500000 Penalty: 3169.696777
	Iteration 37Q: 3 clusters Score -5191506 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 39826 members 
Entering Unmasked Estep 
Score: -5191542.000000 Penalty: 3169.696777
	Iteration 38Q: 3 clusters Score -5191542 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 39925 members 
Entering Unmasked Estep 
Score: -5191564.000000 Penalty: 3169.696777
	Iteration 39Q: 3 clusters Score -5191564 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 40017 members 
Entering Unmasked Estep 
Score: -5191608.500000 Penalty: 3169.696777
	Iteration 40F: 3 clusters Score -5191608 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 40110 members 
Entering Unmasked Estep 
Score: -5191640.000000 Penalty: 3169.696777
	Iteration 41Q: 3 clusters Score -5191640 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 40191 members 
Entering Unmasked Estep 
Score: -5191659.500000 Penalty: 3169.696777
	Iteration 42Q: 3 clusters Score -5191660 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 40254 members 
Entering Unmasked Estep 
Score: -5191685.000000 Penalty: 3169.696777
	Iteration 43Q: 3 clusters Score -5191685 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 40308 members 
Entering Unmasked Estep 
Score: -5191703.500000 Penalty: 3169.696777
	Iteration 44Q: 3 clusters Score -5191704 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 40356 members 
Entering Unmasked Estep 
Score: -5191727.000000 Penalty: 3169.696777
	Iteration 45Q: 3 clusters Score -5191727 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 40397 members 
Entering Unmasked Estep 
Score: -5191727.500000 Penalty: 3169.696777
	Iteration 46Q: 3 clusters Score -5191728 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 40443 members 
Entering Unmasked Estep 
Score: -5191749.000000 Penalty: 3169.696777
	Iteration 47Q: 3 clusters Score -5191749 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 40489 members 
Entering Unmasked Estep 
Score: -5191784.000000 Penalty: 3169.696777
	Iteration 48Q: 3 clusters Score -5191784 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 40524 members 
Entering Unmasked Estep 
Score: -5191784.500000 Penalty: 3169.696777
	Iteration 49Q: 3 clusters Score -5191784 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 40563 members 
Entering Unmasked Estep 
Score: -5191809.000000 Penalty: 3169.696777
	Iteration 50Q: 3 clusters Score -5191809 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 40597 members 
Entering Unmasked Estep 
Score: -5191817.000000 Penalty: 3169.696777
	Iteration 51Q: 3 clusters Score -5191817 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 40626 members 
Entering Unmasked Estep 
Score: -5191826.500000 Penalty: 3169.696777
	Iteration 52Q: 3 clusters Score -5191826 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 40653 members 
Entering Unmasked Estep 
Score: -5191825.500000 Penalty: 3169.696777
	Iteration 53Q: 3 clusters Score -5191826 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 40671 members 
Entering Unmasked Estep 
Score: -5191843.000000 Penalty: 3169.696777
	Iteration 54Q: 3 clusters Score -5191843 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 40690 members 
Entering Unmasked Estep 
Score: -5191841.000000 Penalty: 3169.696777
	Iteration 55Q: 3 clusters Score -5191841 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 40712 members 
Entering Unmasked Estep 
Score: -5191848.000000 Penalty: 3169.696777
	Iteration 56Q: 3 clusters Score -5191848 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 40734 members 
Entering Unmasked Estep 
Score: -5191855.500000 Penalty: 3169.696777
	Iteration 57Q: 3 clusters Score -5191856 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 40752 members 
Entering Unmasked Estep 
Score: -5191863.500000 Penalty: 3169.696777
	Iteration 58Q: 3 clusters Score -5191864 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 40775 members 
Entering Unmasked Estep 
Score: -5191881.000000 Penalty: 3169.696777
	Iteration 59Q: 3 clusters Score -5191881 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 40797 members 
Entering Unmasked Estep 
Score: -5191886.500000 Penalty: 3169.696777
	Iteration 60F: 3 clusters Score -5191886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 40810 members 
Entering Unmasked Estep 
Score: -5191879.500000 Penalty: 3169.696777
	Iteration 61Q: 3 clusters Score -5191880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 40819 members 
Entering Unmasked Estep 
Score: -5191887.000000 Penalty: 3169.696777
	Iteration 62Q: 3 clusters Score -5191887 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 40832 members 
Entering Unmasked Estep 
Score: -5191889.000000 Penalty: 3169.696777
	Iteration 63Q: 3 clusters Score -5191889 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 40840 members 
Entering Unmasked Estep 
Score: -5191883.000000 Penalty: 3169.696777
	Iteration 64Q: 3 clusters Score -5191883 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 40848 members 
Entering Unmasked Estep 
Score: -5191892.000000 Penalty: 3169.696777
	Iteration 65Q: 3 clusters Score -5191892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 40857 members 
Entering Unmasked Estep 
Score: -5191897.500000 Penalty: 3169.696777
	Iteration 66Q: 3 clusters Score -5191898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 40863 members 
Entering Unmasked Estep 
Score: -5191903.000000 Penalty: 3169.696777
	Iteration 67Q: 3 clusters Score -5191903 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 40870 members 
Entering Unmasked Estep 
Score: -5191908.500000 Penalty: 3169.696777
	Iteration 68Q: 3 clusters Score -5191908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 40874 members 
Entering Unmasked Estep 
Score: -5191903.500000 Penalty: 3169.696777
	Iteration 69Q: 3 clusters Score -5191904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 40876 members 
Entering Unmasked Estep 
Score: -5191901.500000 Penalty: 3169.696777
	Iteration 70Q: 3 clusters Score -5191902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 40877 members 
Entering Unmasked Estep 
Score: -5191903.000000 Penalty: 3169.696777
	Iteration 71Q: 3 clusters Score -5191903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 40878 members 
Entering Unmasked Estep 
Score: -5191902.500000 Penalty: 3169.696777
	Iteration 72Q: 3 clusters Score -5191902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 40879 members 
Entering Unmasked Estep 
Score: -5191903.500000 Penalty: 3169.696777
	Iteration 73Q: 3 clusters Score -5191904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 40881 members 
Entering Unmasked Estep 
Score: -5191902.000000 Penalty: 3169.696777
	Iteration 74Q: 3 clusters Score -5191902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 40882 members 
Entering Unmasked Estep 
Score: -5191900.000000 Penalty: 3169.696777
	Iteration 75Q: 3 clusters Score -5191900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 40885 members 
Entering Unmasked Estep 
Score: -5191904.500000 Penalty: 3169.696777
	Iteration 76Q: 3 clusters Score -5191904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 40888 members 
Entering Unmasked Estep 
Score: -5191908.500000 Penalty: 3169.696777
	Iteration 77Q: 3 clusters Score -5191908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 40890 members 
Entering Unmasked Estep 
Score: -5191906.500000 Penalty: 3169.696777
	Iteration 78Q: 3 clusters Score -5191906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 40892 members 
Entering Unmasked Estep 
Score: -5191901.000000 Penalty: 3169.696777
	Iteration 79Q: 3 clusters Score -5191901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 40893 members 
Entering Unmasked Estep 
Score: -5191905.000000 Penalty: 3169.696777
	Iteration 80F: 3 clusters Score -5191905 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (32699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32699 members 
Entering Unmasked Estep 
Score: -4093802.750000 Penalty: 1546.790894
	Iteration 0F: 2 clusters Score -4093803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -4072514.250000 Penalty: 3093.581787
	Iteration 0F: 3 clusters Score -4072514 nChanged 14808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -4080804.000000 Penalty: 3093.581787
	Iteration 1F: 3 clusters Score -4080804 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -4081306.750000 Penalty: 3093.581787
	Iteration 2Q: 3 clusters Score -4081307 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -4081756.250000 Penalty: 3093.581787
	Iteration 3Q: 3 clusters Score -4081756 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -4082286.500000 Penalty: 3093.581787
	Iteration 4Q: 3 clusters Score -4082286 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20687 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -4082969.000000 Penalty: 3093.581787
	Iteration 5Q: 3 clusters Score -4082969 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22317 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -4083910.000000 Penalty: 3093.581787
	Iteration 6F: 3 clusters Score -4083910 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24308 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -4085265.250000 Penalty: 3093.581787
	Iteration 7F: 3 clusters Score -4085265 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26503 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -4086995.250000 Penalty: 3093.581787
	Iteration 8F: 3 clusters Score -4086995 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28638 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -4088867.750000 Penalty: 3093.581787
	Iteration 9F: 3 clusters Score -4088868 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30339 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -4090437.750000 Penalty: 3093.581787
	Iteration 10F: 3 clusters Score -4090438 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -4091499.250000 Penalty: 3093.581787
	Iteration 11Q: 3 clusters Score -4091499 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31966 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -4092071.500000 Penalty: 3093.581787
	Iteration 12Q: 3 clusters Score -4092072 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32182 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -4092298.000000 Penalty: 3093.581787
	Iteration 13Q: 3 clusters Score -4092298 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32267 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -4092405.750000 Penalty: 3093.581787
	Iteration 14Q: 3 clusters Score -4092406 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32315 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -4092514.750000 Penalty: 3093.581787
	Iteration 15Q: 3 clusters Score -4092515 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32344 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4092594.750000 Penalty: 3093.581787
	Iteration 16Q: 3 clusters Score -4092595 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32347 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -4092631.750000 Penalty: 3093.581787
	Iteration 17Q: 3 clusters Score -4092632 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32350 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -4092667.250000 Penalty: 3093.581787
	Iteration 18Q: 3 clusters Score -4092667 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32355 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -4092690.750000 Penalty: 3093.581787
	Iteration 19Q: 3 clusters Score -4092691 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32359 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -4092713.500000 Penalty: 3093.581787
	Iteration 20F: 3 clusters Score -4092714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32360 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -4092717.500000 Penalty: 3093.581787
	Iteration 21Q: 3 clusters Score -4092718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32357 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -4092728.500000 Penalty: 3093.581787
	Iteration 22Q: 3 clusters Score -4092728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32357 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -4092732.750000 Penalty: 3093.581787
	Iteration 23Q: 3 clusters Score -4092733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32358 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -4092742.250000 Penalty: 3093.581787
	Iteration 24Q: 3 clusters Score -4092742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32360 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -4092740.750000 Penalty: 3093.581787
	Iteration 25Q: 3 clusters Score -4092741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32361 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -4092743.750000 Penalty: 3093.581787
	Iteration 26Q: 3 clusters Score -4092744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32362 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -4092746.000000 Penalty: 3093.581787
	Iteration 27Q: 3 clusters Score -4092746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32362 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -4092746.000000 Penalty: 3093.581787
	Iteration 28F: 3 clusters Score -4092746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Entering Unmasked Estep 
Score: -189388.671875 Penalty: 1102.028198
	Iteration 0F: 2 clusters Score -189388.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -187747.593750 Penalty: 2204.056396
	Iteration 0F: 3 clusters Score -187747.6 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -188150.453125 Penalty: 2204.056396
	Iteration 1F: 3 clusters Score -188150.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -188261.062500 Penalty: 2204.056396
	Iteration 2F: 3 clusters Score -188261.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -188345.281250 Penalty: 2204.056396
	Iteration 3Q: 3 clusters Score -188345.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -188397.890625 Penalty: 2204.056396
	Iteration 4Q: 3 clusters Score -188397.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -188445.984375 Penalty: 2204.056396
	Iteration 5Q: 3 clusters Score -188446 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -188483.234375 Penalty: 2204.056396
	Iteration 6Q: 3 clusters Score -188483.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -188503.359375 Penalty: 2204.056396
	Iteration 7Q: 3 clusters Score -188503.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -188520.921875 Penalty: 2204.056396
	Iteration 8Q: 3 clusters Score -188520.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -188537.781250 Penalty: 2204.056396
	Iteration 9Q: 3 clusters Score -188537.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -188551.796875 Penalty: 2204.056396
	Iteration 10Q: 3 clusters Score -188551.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -188573.015625 Penalty: 2204.056396
	Iteration 11Q: 3 clusters Score -188573 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -188589.203125 Penalty: 2204.056396
	Iteration 12Q: 3 clusters Score -188589.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -188605.687500 Penalty: 2204.056396
	Iteration 13Q: 3 clusters Score -188605.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -188633.093750 Penalty: 2204.056396
	Iteration 14Q: 3 clusters Score -188633.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -188656.484375 Penalty: 2204.056396
	Iteration 15Q: 3 clusters Score -188656.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -188675.859375 Penalty: 2204.056396
	Iteration 16Q: 3 clusters Score -188675.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -188690.265625 Penalty: 2204.056396
	Iteration 17Q: 3 clusters Score -188690.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -188716.515625 Penalty: 2204.056396
	Iteration 18Q: 3 clusters Score -188716.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -188739.250000 Penalty: 2204.056396
	Iteration 19Q: 3 clusters Score -188739.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -188762.734375 Penalty: 2204.056396
	Iteration 20F: 3 clusters Score -188762.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -188785.171875 Penalty: 2204.056396
	Iteration 21Q: 3 clusters Score -188785.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -188799.765625 Penalty: 2204.056396
	Iteration 22Q: 3 clusters Score -188799.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -188811.843750 Penalty: 2204.056396
	Iteration 23Q: 3 clusters Score -188811.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -188819.890625 Penalty: 2204.056396
	Iteration 24Q: 3 clusters Score -188819.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -188826.296875 Penalty: 2204.056396
	Iteration 25Q: 3 clusters Score -188826.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -188833.656250 Penalty: 2204.056396
	Iteration 26Q: 3 clusters Score -188833.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -188837.625000 Penalty: 2204.056396
	Iteration 27Q: 3 clusters Score -188837.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -188838.765625 Penalty: 2204.056396
	Iteration 28Q: 3 clusters Score -188838.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -188840.484375 Penalty: 2204.056396
	Iteration 29Q: 3 clusters Score -188840.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -188843.609375 Penalty: 2204.056396
	Iteration 30Q: 3 clusters Score -188843.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -188845.234375 Penalty: 2204.056396
	Iteration 31Q: 3 clusters Score -188845.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -188845.234375 Penalty: 2204.056396
	Iteration 32F: 3 clusters Score -188845.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (90381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90381 members 
Entering Unmasked Estep 
Score: -11321097.000000 Penalty: 1698.074219
	Iteration 0F: 2 clusters Score -1.13211e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45233 members 
Mstep: Class 2 contains 45148 members 
Entering Unmasked Estep 
Score: -11274297.000000 Penalty: 3396.148438
	Iteration 0F: 3 clusters Score -1.12743e+07 nChanged 42745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45478 members 
Mstep: Class 2 contains 44903 members 
Entering Unmasked Estep 
Score: -11298959.000000 Penalty: 3396.148438
	Iteration 1F: 3 clusters Score -1.129896e+07 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45690 members 
Mstep: Class 2 contains 44691 members 
Entering Unmasked Estep 
Score: -11299706.000000 Penalty: 3396.148438
	Iteration 2Q: 3 clusters Score -1.129971e+07 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45977 members 
Mstep: Class 2 contains 44404 members 
Entering Unmasked Estep 
Score: -11300421.000000 Penalty: 3396.148438
	Iteration 3Q: 3 clusters Score -1.130042e+07 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46420 members 
Mstep: Class 2 contains 43961 members 
Entering Unmasked Estep 
Score: -11301118.000000 Penalty: 3396.148438
	Iteration 4Q: 3 clusters Score -1.130112e+07 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47025 members 
Mstep: Class 2 contains 43356 members 
Entering Unmasked Estep 
Score: -11301772.000000 Penalty: 3396.148438
	Iteration 5Q: 3 clusters Score -1.130177e+07 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47733 members 
Mstep: Class 2 contains 42648 members 
Entering Unmasked Estep 
Score: -11302430.000000 Penalty: 3396.148438
	Iteration 6Q: 3 clusters Score -1.130243e+07 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48538 members 
Mstep: Class 2 contains 41843 members 
Entering Unmasked Estep 
Score: -11303052.000000 Penalty: 3396.148438
	Iteration 7Q: 3 clusters Score -1.130305e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49474 members 
Mstep: Class 2 contains 40907 members 
Entering Unmasked Estep 
Score: -11303801.000000 Penalty: 3396.148438
	Iteration 8Q: 3 clusters Score -1.13038e+07 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50528 members 
Mstep: Class 2 contains 39853 members 
Entering Unmasked Estep 
Score: -11304572.000000 Penalty: 3396.148438
	Iteration 9Q: 3 clusters Score -1.130457e+07 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51734 members 
Mstep: Class 2 contains 38647 members 
Entering Unmasked Estep 
Score: -11305582.000000 Penalty: 3396.148438
	Iteration 10Q: 3 clusters Score -1.130558e+07 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52926 members 
Mstep: Class 2 contains 37455 members 
Entering Unmasked Estep 
Score: -11306910.000000 Penalty: 3396.148438
	Iteration 11Q: 3 clusters Score -1.130691e+07 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54031 members 
Mstep: Class 2 contains 36350 members 
Entering Unmasked Estep 
Score: -11308819.000000 Penalty: 3396.148438
	Iteration 12Q: 3 clusters Score -1.130882e+07 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54868 members 
Mstep: Class 2 contains 35513 members 
Entering Unmasked Estep 
Score: -11311204.000000 Penalty: 3396.148438
	Iteration 13Q: 3 clusters Score -1.13112e+07 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55192 members 
Mstep: Class 2 contains 35189 members 
Entering Unmasked Estep 
Score: -11313707.000000 Penalty: 3396.148438
	Iteration 14F: 3 clusters Score -1.131371e+07 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54777 members 
Mstep: Class 2 contains 35604 members 
Entering Unmasked Estep 
Score: -11315453.000000 Penalty: 3396.148438
	Iteration 15Q: 3 clusters Score -1.131545e+07 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53987 members 
Mstep: Class 2 contains 36394 members 
Entering Unmasked Estep 
Score: -11316063.000000 Penalty: 3396.148438
	Iteration 16Q: 3 clusters Score -1.131606e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52982 members 
Mstep: Class 2 contains 37399 members 
Entering Unmasked Estep 
Score: -11316235.000000 Penalty: 3396.148438
	Iteration 17Q: 3 clusters Score -1.131624e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51802 members 
Mstep: Class 2 contains 38579 members 
Entering Unmasked Estep 
Score: -11316260.000000 Penalty: 3396.148438
	Iteration 18Q: 3 clusters Score -1.131626e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50424 members 
Mstep: Class 2 contains 39957 members 
Entering Unmasked Estep 
Score: -11316291.000000 Penalty: 3396.148438
	Iteration 19Q: 3 clusters Score -1.131629e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48768 members 
Mstep: Class 2 contains 41613 members 
Entering Unmasked Estep 
Score: -11316352.000000 Penalty: 3396.148438
	Iteration 20F: 3 clusters Score -1.131635e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46911 members 
Mstep: Class 2 contains 43470 members 
Entering Unmasked Estep 
Score: -11316448.000000 Penalty: 3396.148438
	Iteration 21Q: 3 clusters Score -1.131645e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44743 members 
Mstep: Class 2 contains 45638 members 
Entering Unmasked Estep 
Score: -11316426.000000 Penalty: 3396.148438
	Iteration 22Q: 3 clusters Score -1.131643e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42428 members 
Mstep: Class 2 contains 47953 members 
Entering Unmasked Estep 
Score: -11316617.000000 Penalty: 3396.148438
	Iteration 23Q: 3 clusters Score -1.131662e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40057 members 
Mstep: Class 2 contains 50324 members 
Entering Unmasked Estep 
Score: -11316801.000000 Penalty: 3396.148438
	Iteration 24Q: 3 clusters Score -1.13168e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37711 members 
Mstep: Class 2 contains 52670 members 
Entering Unmasked Estep 
Score: -11316968.000000 Penalty: 3396.148438
	Iteration 25Q: 3 clusters Score -1.131697e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35511 members 
Mstep: Class 2 contains 54870 members 
Entering Unmasked Estep 
Score: -11317288.000000 Penalty: 3396.148438
	Iteration 26Q: 3 clusters Score -1.131729e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33429 members 
Mstep: Class 2 contains 56952 members 
Entering Unmasked Estep 
Score: -11317412.000000 Penalty: 3396.148438
	Iteration 27Q: 3 clusters Score -1.131741e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31404 members 
Mstep: Class 2 contains 58977 members 
Entering Unmasked Estep 
Score: -11317654.000000 Penalty: 3396.148438
	Iteration 28Q: 3 clusters Score -1.131765e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29431 members 
Mstep: Class 2 contains 60950 members 
Entering Unmasked Estep 
Score: -11317886.000000 Penalty: 3396.148438
	Iteration 29Q: 3 clusters Score -1.131789e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27517 members 
Mstep: Class 2 contains 62864 members 
Entering Unmasked Estep 
Score: -11318117.000000 Penalty: 3396.148438
	Iteration 30Q: 3 clusters Score -1.131812e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25719 members 
Mstep: Class 2 contains 64662 members 
Entering Unmasked Estep 
Score: -11318284.000000 Penalty: 3396.148438
	Iteration 31Q: 3 clusters Score -1.131828e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 66358 members 
Entering Unmasked Estep 
Score: -11318517.000000 Penalty: 3396.148438
	Iteration 32Q: 3 clusters Score -1.131852e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22442 members 
Mstep: Class 2 contains 67939 members 
Entering Unmasked Estep 
Score: -11318709.000000 Penalty: 3396.148438
	Iteration 33Q: 3 clusters Score -1.131871e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 69387 members 
Entering Unmasked Estep 
Score: -11318879.000000 Penalty: 3396.148438
	Iteration 34Q: 3 clusters Score -1.131888e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 70659 members 
Entering Unmasked Estep 
Score: -11318893.000000 Penalty: 3396.148438
	Iteration 35Q: 3 clusters Score -1.131889e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 71786 members 
Entering Unmasked Estep 
Score: -11318989.000000 Penalty: 3396.148438
	Iteration 36Q: 3 clusters Score -1.131899e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 72767 members 
Entering Unmasked Estep 
Score: -11319017.000000 Penalty: 3396.148438
	Iteration 37Q: 3 clusters Score -1.131902e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 73616 members 
Entering Unmasked Estep 
Score: -11319015.000000 Penalty: 3396.148438
	Iteration 38Q: 3 clusters Score -1.131902e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16009 members 
Mstep: Class 2 contains 74372 members 
Entering Unmasked Estep 
Score: -11319025.000000 Penalty: 3396.148438
	Iteration 39Q: 3 clusters Score -1.131902e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 75012 members 
Entering Unmasked Estep 
Score: -11319782.000000 Penalty: 3396.148438
	Iteration 40F: 3 clusters Score -1.131978e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 76274 members 
Entering Unmasked Estep 
Score: -11320035.000000 Penalty: 3396.148438
	Iteration 41Q: 3 clusters Score -1.132004e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 77427 members 
Entering Unmasked Estep 
Score: -11320149.000000 Penalty: 3396.148438
	Iteration 42Q: 3 clusters Score -1.132015e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 78416 members 
Entering Unmasked Estep 
Score: -11320069.000000 Penalty: 3396.148438
	Iteration 43Q: 3 clusters Score -1.132007e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 79262 members 
Entering Unmasked Estep 
Score: -11320042.000000 Penalty: 3396.148438
	Iteration 44Q: 3 clusters Score -1.132004e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 79972 members 
Entering Unmasked Estep 
Score: -11319975.000000 Penalty: 3396.148438
	Iteration 45Q: 3 clusters Score -1.131998e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 80605 members 
Entering Unmasked Estep 
Score: -11319956.000000 Penalty: 3396.148438
	Iteration 46Q: 3 clusters Score -1.131996e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 81187 members 
Entering Unmasked Estep 
Score: -11319933.000000 Penalty: 3396.148438
	Iteration 47Q: 3 clusters Score -1.131993e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 81732 members 
Entering Unmasked Estep 
Score: -11319855.000000 Penalty: 3396.148438
	Iteration 48Q: 3 clusters Score -1.131986e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 82246 members 
Entering Unmasked Estep 
Score: -11319866.000000 Penalty: 3396.148438
	Iteration 49Q: 3 clusters Score -1.131987e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 82713 members 
Entering Unmasked Estep 
Score: -11319838.000000 Penalty: 3396.148438
	Iteration 50Q: 3 clusters Score -1.131984e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 83111 members 
Entering Unmasked Estep 
Score: -11319810.000000 Penalty: 3396.148438
	Iteration 51Q: 3 clusters Score -1.131981e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 83499 members 
Entering Unmasked Estep 
Score: -11319745.000000 Penalty: 3396.148438
	Iteration 52Q: 3 clusters Score -1.131974e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 83867 members 
Entering Unmasked Estep 
Score: -11319712.000000 Penalty: 3396.148438
	Iteration 53Q: 3 clusters Score -1.131971e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 84201 members 
Entering Unmasked Estep 
Score: -11319751.000000 Penalty: 3396.148438
	Iteration 54Q: 3 clusters Score -1.131975e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 84532 members 
Entering Unmasked Estep 
Score: -11319811.000000 Penalty: 3396.148438
	Iteration 55Q: 3 clusters Score -1.131981e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 84836 members 
Entering Unmasked Estep 
Score: -11319865.000000 Penalty: 3396.148438
	Iteration 56Q: 3 clusters Score -1.131986e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 85122 members 
Entering Unmasked Estep 
Score: -11319881.000000 Penalty: 3396.148438
	Iteration 57Q: 3 clusters Score -1.131988e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 85386 members 
Entering Unmasked Estep 
Score: -11319934.000000 Penalty: 3396.148438
	Iteration 58Q: 3 clusters Score -1.131993e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 85614 members 
Entering Unmasked Estep 
Score: -11319926.000000 Penalty: 3396.148438
	Iteration 59Q: 3 clusters Score -1.131993e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 85842 members 
Entering Unmasked Estep 
Score: -11319980.000000 Penalty: 3396.148438
	Iteration 60F: 3 clusters Score -1.131998e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 86062 members 
Entering Unmasked Estep 
Score: -11319958.000000 Penalty: 3396.148438
	Iteration 61Q: 3 clusters Score -1.131996e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 86254 members 
Entering Unmasked Estep 
Score: -11319990.000000 Penalty: 3396.148438
	Iteration 62Q: 3 clusters Score -1.131999e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 86431 members 
Entering Unmasked Estep 
Score: -11320047.000000 Penalty: 3396.148438
	Iteration 63Q: 3 clusters Score -1.132005e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 86607 members 
Entering Unmasked Estep 
Score: -11320084.000000 Penalty: 3396.148438
	Iteration 64Q: 3 clusters Score -1.132008e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 86767 members 
Entering Unmasked Estep 
Score: -11320127.000000 Penalty: 3396.148438
	Iteration 65Q: 3 clusters Score -1.132013e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 86934 members 
Entering Unmasked Estep 
Score: -11320150.000000 Penalty: 3396.148438
	Iteration 66Q: 3 clusters Score -1.132015e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 87064 members 
Entering Unmasked Estep 
Score: -11320181.000000 Penalty: 3396.148438
	Iteration 67Q: 3 clusters Score -1.132018e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 87171 members 
Entering Unmasked Estep 
Score: -11320247.000000 Penalty: 3396.148438
	Iteration 68Q: 3 clusters Score -1.132025e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 87278 members 
Entering Unmasked Estep 
Score: -11320259.000000 Penalty: 3396.148438
	Iteration 69Q: 3 clusters Score -1.132026e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 87397 members 
Entering Unmasked Estep 
Score: -11320253.000000 Penalty: 3396.148438
	Iteration 70Q: 3 clusters Score -1.132025e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 87495 members 
Entering Unmasked Estep 
Score: -11320291.000000 Penalty: 3396.148438
	Iteration 71Q: 3 clusters Score -1.132029e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 87581 members 
Entering Unmasked Estep 
Score: -11320303.000000 Penalty: 3396.148438
	Iteration 72Q: 3 clusters Score -1.13203e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 87671 members 
Entering Unmasked Estep 
Score: -11320316.000000 Penalty: 3396.148438
	Iteration 73Q: 3 clusters Score -1.132032e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 87760 members 
Entering Unmasked Estep 
Score: -11320312.000000 Penalty: 3396.148438
	Iteration 74Q: 3 clusters Score -1.132031e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 87851 members 
Entering Unmasked Estep 
Score: -11320317.000000 Penalty: 3396.148438
	Iteration 75Q: 3 clusters Score -1.132032e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 87938 members 
Entering Unmasked Estep 
Score: -11320300.000000 Penalty: 3396.148438
	Iteration 76Q: 3 clusters Score -1.13203e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 88012 members 
Entering Unmasked Estep 
Score: -11320300.000000 Penalty: 3396.148438
	Iteration 77Q: 3 clusters Score -1.13203e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 88083 members 
Entering Unmasked Estep 
Score: -11320288.000000 Penalty: 3396.148438
	Iteration 78Q: 3 clusters Score -1.132029e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 88160 members 
Entering Unmasked Estep 
Score: -11320312.000000 Penalty: 3396.148438
	Iteration 79Q: 3 clusters Score -1.132031e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 88230 members 
Entering Unmasked Estep 
Score: -11320326.000000 Penalty: 3396.148438
	Iteration 80F: 3 clusters Score -1.132033e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 88291 members 
Entering Unmasked Estep 
Score: -11320347.000000 Penalty: 3396.148438
	Iteration 81Q: 3 clusters Score -1.132035e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 88346 members 
Entering Unmasked Estep 
Score: -11320352.000000 Penalty: 3396.148438
	Iteration 82Q: 3 clusters Score -1.132035e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 88409 members 
Entering Unmasked Estep 
Score: -11320343.000000 Penalty: 3396.148438
	Iteration 83Q: 3 clusters Score -1.132034e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 88465 members 
Entering Unmasked Estep 
Score: -11320345.000000 Penalty: 3396.148438
	Iteration 84Q: 3 clusters Score -1.132034e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 88508 members 
Entering Unmasked Estep 
Score: -11320363.000000 Penalty: 3396.148438
	Iteration 85Q: 3 clusters Score -1.132036e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 88545 members 
Entering Unmasked Estep 
Score: -11320396.000000 Penalty: 3396.148438
	Iteration 86Q: 3 clusters Score -1.13204e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 88587 members 
Entering Unmasked Estep 
Score: -11320392.000000 Penalty: 3396.148438
	Iteration 87Q: 3 clusters Score -1.132039e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 88628 members 
Entering Unmasked Estep 
Score: -11320390.000000 Penalty: 3396.148438
	Iteration 88Q: 3 clusters Score -1.132039e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 88674 members 
Entering Unmasked Estep 
Score: -11320404.000000 Penalty: 3396.148438
	Iteration 89Q: 3 clusters Score -1.13204e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 88715 members 
Entering Unmasked Estep 
Score: -11320431.000000 Penalty: 3396.148438
	Iteration 90Q: 3 clusters Score -1.132043e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 88746 members 
Entering Unmasked Estep 
Score: -11320455.000000 Penalty: 3396.148438
	Iteration 91Q: 3 clusters Score -1.132046e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 88776 members 
Entering Unmasked Estep 
Score: -11320453.000000 Penalty: 3396.148438
	Iteration 92Q: 3 clusters Score -1.132045e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 88791 members 
Entering Unmasked Estep 
Score: -11320451.000000 Penalty: 3396.148438
	Iteration 93Q: 3 clusters Score -1.132045e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 88806 members 
Entering Unmasked Estep 
Score: -11320449.000000 Penalty: 3396.148438
	Iteration 94Q: 3 clusters Score -1.132045e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 88822 members 
Entering Unmasked Estep 
Score: -11320457.000000 Penalty: 3396.148438
	Iteration 95Q: 3 clusters Score -1.132046e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 88840 members 
Entering Unmasked Estep 
Score: -11320474.000000 Penalty: 3396.148438
	Iteration 96Q: 3 clusters Score -1.132047e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 88855 members 
Entering Unmasked Estep 
Score: -11320471.000000 Penalty: 3396.148438
	Iteration 97Q: 3 clusters Score -1.132047e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 88870 members 
Entering Unmasked Estep 
Score: -11320473.000000 Penalty: 3396.148438
	Iteration 98Q: 3 clusters Score -1.132047e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 88882 members 
Entering Unmasked Estep 
Score: -11320476.000000 Penalty: 3396.148438
	Iteration 99Q: 3 clusters Score -1.132048e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 88895 members 
Entering Unmasked Estep 
Score: -11320473.000000 Penalty: 3396.148438
	Iteration 100F: 3 clusters Score -1.132047e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 88903 members 
Entering Unmasked Estep 
Score: -11320467.000000 Penalty: 3396.148438
	Iteration 101Q: 3 clusters Score -1.132047e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 88911 members 
Entering Unmasked Estep 
Score: -11320463.000000 Penalty: 3396.148438
	Iteration 102Q: 3 clusters Score -1.132046e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 88921 members 
Entering Unmasked Estep 
Score: -11320466.000000 Penalty: 3396.148438
	Iteration 103Q: 3 clusters Score -1.132047e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 88928 members 
Entering Unmasked Estep 
Score: -11320477.000000 Penalty: 3396.148438
	Iteration 104Q: 3 clusters Score -1.132048e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 88930 members 
Entering Unmasked Estep 
Score: -11320478.000000 Penalty: 3396.148438
	Iteration 105Q: 3 clusters Score -1.132048e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 88932 members 
Entering Unmasked Estep 
Score: -11320471.000000 Penalty: 3396.148438
	Iteration 106Q: 3 clusters Score -1.132047e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 88934 members 
Entering Unmasked Estep 
Score: -11320471.000000 Penalty: 3396.148438
	Iteration 107Q: 3 clusters Score -1.132047e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 88937 members 
Entering Unmasked Estep 
Score: -11320461.000000 Penalty: 3396.148438
	Iteration 108Q: 3 clusters Score -1.132046e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 88937 members 
Entering Unmasked Estep 
Score: -11320461.000000 Penalty: 3396.148438
	Iteration 109F: 3 clusters Score -1.132046e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Entering Unmasked Estep 
Score: -1190419.750000 Penalty: 1366.807739
	Iteration 0F: 2 clusters Score -1190420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1183817.625000 Penalty: 2733.615479
	Iteration 0F: 3 clusters Score -1183818 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1185957.625000 Penalty: 2733.615479
	Iteration 1F: 3 clusters Score -1185958 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1186233.000000 Penalty: 2733.615479
	Iteration 2F: 3 clusters Score -1186233 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1186418.250000 Penalty: 2733.615479
	Iteration 3Q: 3 clusters Score -1186418 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1186553.500000 Penalty: 2733.615479
	Iteration 4Q: 3 clusters Score -1186554 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1186653.125000 Penalty: 2733.615479
	Iteration 5Q: 3 clusters Score -1186653 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1186730.750000 Penalty: 2733.615479
	Iteration 6Q: 3 clusters Score -1186731 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1186809.000000 Penalty: 2733.615479
	Iteration 7Q: 3 clusters Score -1186809 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1186877.000000 Penalty: 2733.615479
	Iteration 8Q: 3 clusters Score -1186877 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1186933.500000 Penalty: 2733.615479
	Iteration 9Q: 3 clusters Score -1186934 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1187002.625000 Penalty: 2733.615479
	Iteration 10Q: 3 clusters Score -1187003 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1187076.125000 Penalty: 2733.615479
	Iteration 11Q: 3 clusters Score -1187076 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1187144.500000 Penalty: 2733.615479
	Iteration 12Q: 3 clusters Score -1187144 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1187231.625000 Penalty: 2733.615479
	Iteration 13Q: 3 clusters Score -1187232 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1187338.000000 Penalty: 2733.615479
	Iteration 14Q: 3 clusters Score -1187338 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1187468.625000 Penalty: 2733.615479
	Iteration 15Q: 3 clusters Score -1187469 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1187625.375000 Penalty: 2733.615479
	Iteration 16Q: 3 clusters Score -1187625 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1187810.375000 Penalty: 2733.615479
	Iteration 17Q: 3 clusters Score -1187810 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1187999.375000 Penalty: 2733.615479
	Iteration 18Q: 3 clusters Score -1187999 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1188200.375000 Penalty: 2733.615479
	Iteration 19Q: 3 clusters Score -1188200 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1188388.500000 Penalty: 2733.615479
	Iteration 20F: 3 clusters Score -1188388 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1188566.250000 Penalty: 2733.615479
	Iteration 21Q: 3 clusters Score -1188566 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1188763.250000 Penalty: 2733.615479
	Iteration 22Q: 3 clusters Score -1188763 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1188928.750000 Penalty: 2733.615479
	Iteration 23Q: 3 clusters Score -1188929 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1189055.125000 Penalty: 2733.615479
	Iteration 24Q: 3 clusters Score -1189055 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1189159.125000 Penalty: 2733.615479
	Iteration 25Q: 3 clusters Score -1189159 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1189235.500000 Penalty: 2733.615479
	Iteration 26Q: 3 clusters Score -1189236 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1189307.750000 Penalty: 2733.615479
	Iteration 27Q: 3 clusters Score -1189308 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1189358.375000 Penalty: 2733.615479
	Iteration 28Q: 3 clusters Score -1189358 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -1189399.125000 Penalty: 2733.615479
	Iteration 29Q: 3 clusters Score -1189399 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1189432.375000 Penalty: 2733.615479
	Iteration 30Q: 3 clusters Score -1189432 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1189456.500000 Penalty: 2733.615479
	Iteration 31Q: 3 clusters Score -1189456 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1189467.375000 Penalty: 2733.615479
	Iteration 32Q: 3 clusters Score -1189467 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1189487.250000 Penalty: 2733.615479
	Iteration 33Q: 3 clusters Score -1189487 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1189501.875000 Penalty: 2733.615479
	Iteration 34Q: 3 clusters Score -1189502 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1189518.875000 Penalty: 2733.615479
	Iteration 35Q: 3 clusters Score -1189519 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1189527.500000 Penalty: 2733.615479
	Iteration 36Q: 3 clusters Score -1189528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1189528.875000 Penalty: 2733.615479
	Iteration 37Q: 3 clusters Score -1189529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1189530.250000 Penalty: 2733.615479
	Iteration 38Q: 3 clusters Score -1189530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1189532.500000 Penalty: 2733.615479
	Iteration 39Q: 3 clusters Score -1189532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1189541.125000 Penalty: 2733.615479
	Iteration 40F: 3 clusters Score -1189541 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1189546.500000 Penalty: 2733.615479
	Iteration 41Q: 3 clusters Score -1189546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1189556.250000 Penalty: 2733.615479
	Iteration 42Q: 3 clusters Score -1189556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1189557.375000 Penalty: 2733.615479
	Iteration 43Q: 3 clusters Score -1189557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1189559.875000 Penalty: 2733.615479
	Iteration 44Q: 3 clusters Score -1189560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1189560.875000 Penalty: 2733.615479
	Iteration 45Q: 3 clusters Score -1189561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1189560.875000 Penalty: 2733.615479
	Iteration 46F: 3 clusters Score -1189561 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Entering Unmasked Estep 
Score: -47821.019531 Penalty: 902.291260
	Iteration 0F: 2 clusters Score -47821.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -46997.929688 Penalty: 1804.582520
	Iteration 0F: 3 clusters Score -46997.93 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -47179.136719 Penalty: 1804.582520
	Iteration 1F: 3 clusters Score -47179.14 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -47301.144531 Penalty: 1804.582520
	Iteration 2F: 3 clusters Score -47301.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -47358.132812 Penalty: 1804.582520
	Iteration 3Q: 3 clusters Score -47358.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -47404.503906 Penalty: 1804.582520
	Iteration 4Q: 3 clusters Score -47404.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -47439.601562 Penalty: 1804.582520
	Iteration 5Q: 3 clusters Score -47439.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -47446.714844 Penalty: 1804.582520
	Iteration 6Q: 3 clusters Score -47446.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -47451.707031 Penalty: 1804.582520
	Iteration 7Q: 3 clusters Score -47451.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -47461.191406 Penalty: 1804.582520
	Iteration 8Q: 3 clusters Score -47461.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -47465.644531 Penalty: 1804.582520
	Iteration 9Q: 3 clusters Score -47465.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -47465.644531 Penalty: 1804.582520
	Iteration 10F: 3 clusters Score -47465.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Entering Unmasked Estep 
Score: -728510.375000 Penalty: 1288.335938
	Iteration 0F: 2 clusters Score -728510.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -724354.125000 Penalty: 2576.671875
	Iteration 0F: 3 clusters Score -724354.1 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -725523.875000 Penalty: 2576.671875
	Iteration 1F: 3 clusters Score -725523.9 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -725727.312500 Penalty: 2576.671875
	Iteration 2F: 3 clusters Score -725727.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -725857.937500 Penalty: 2576.671875
	Iteration 3Q: 3 clusters Score -725857.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -725953.187500 Penalty: 2576.671875
	Iteration 4Q: 3 clusters Score -725953.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -726020.000000 Penalty: 2576.671875
	Iteration 5Q: 3 clusters Score -726020 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -726069.250000 Penalty: 2576.671875
	Iteration 6Q: 3 clusters Score -726069.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -726116.562500 Penalty: 2576.671875
	Iteration 7Q: 3 clusters Score -726116.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -726136.875000 Penalty: 2576.671875
	Iteration 8Q: 3 clusters Score -726136.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -726154.875000 Penalty: 2576.671875
	Iteration 9Q: 3 clusters Score -726154.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -726173.000000 Penalty: 2576.671875
	Iteration 10Q: 3 clusters Score -726173 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -726191.937500 Penalty: 2576.671875
	Iteration 11Q: 3 clusters Score -726191.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -726205.625000 Penalty: 2576.671875
	Iteration 12Q: 3 clusters Score -726205.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -726222.687500 Penalty: 2576.671875
	Iteration 13Q: 3 clusters Score -726222.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -726237.750000 Penalty: 2576.671875
	Iteration 14Q: 3 clusters Score -726237.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -726249.625000 Penalty: 2576.671875
	Iteration 15Q: 3 clusters Score -726249.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -726256.937500 Penalty: 2576.671875
	Iteration 16Q: 3 clusters Score -726256.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -726262.250000 Penalty: 2576.671875
	Iteration 17Q: 3 clusters Score -726262.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -726267.312500 Penalty: 2576.671875
	Iteration 18Q: 3 clusters Score -726267.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -726273.500000 Penalty: 2576.671875
	Iteration 19Q: 3 clusters Score -726273.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -726276.562500 Penalty: 2576.671875
	Iteration 20F: 3 clusters Score -726276.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -726282.125000 Penalty: 2576.671875
	Iteration 21Q: 3 clusters Score -726282.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -726286.187500 Penalty: 2576.671875
	Iteration 22Q: 3 clusters Score -726286.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -726292.625000 Penalty: 2576.671875
	Iteration 23Q: 3 clusters Score -726292.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -726297.000000 Penalty: 2576.671875
	Iteration 24Q: 3 clusters Score -726297 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -726302.437500 Penalty: 2576.671875
	Iteration 25Q: 3 clusters Score -726302.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -726309.062500 Penalty: 2576.671875
	Iteration 26Q: 3 clusters Score -726309.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -726320.125000 Penalty: 2576.671875
	Iteration 27Q: 3 clusters Score -726320.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -726327.562500 Penalty: 2576.671875
	Iteration 28Q: 3 clusters Score -726327.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -726333.375000 Penalty: 2576.671875
	Iteration 29Q: 3 clusters Score -726333.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -726342.687500 Penalty: 2576.671875
	Iteration 30Q: 3 clusters Score -726342.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -726351.062500 Penalty: 2576.671875
	Iteration 31Q: 3 clusters Score -726351.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -726358.875000 Penalty: 2576.671875
	Iteration 32Q: 3 clusters Score -726358.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -726364.812500 Penalty: 2576.671875
	Iteration 33Q: 3 clusters Score -726364.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -726366.062500 Penalty: 2576.671875
	Iteration 34Q: 3 clusters Score -726366.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -726368.125000 Penalty: 2576.671875
	Iteration 35Q: 3 clusters Score -726368.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -726370.562500 Penalty: 2576.671875
	Iteration 36Q: 3 clusters Score -726370.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -726374.312500 Penalty: 2576.671875
	Iteration 37Q: 3 clusters Score -726374.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -726377.312500 Penalty: 2576.671875
	Iteration 38Q: 3 clusters Score -726377.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -726384.375000 Penalty: 2576.671875
	Iteration 39Q: 3 clusters Score -726384.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -726390.562500 Penalty: 2576.671875
	Iteration 40F: 3 clusters Score -726390.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -726398.000000 Penalty: 2576.671875
	Iteration 41Q: 3 clusters Score -726398 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -726404.312500 Penalty: 2576.671875
	Iteration 42Q: 3 clusters Score -726404.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -726413.812500 Penalty: 2576.671875
	Iteration 43Q: 3 clusters Score -726413.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -726421.312500 Penalty: 2576.671875
	Iteration 44Q: 3 clusters Score -726421.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -726433.375000 Penalty: 2576.671875
	Iteration 45Q: 3 clusters Score -726433.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -726441.437500 Penalty: 2576.671875
	Iteration 46Q: 3 clusters Score -726441.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -726447.937500 Penalty: 2576.671875
	Iteration 47Q: 3 clusters Score -726447.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -726460.187500 Penalty: 2576.671875
	Iteration 48Q: 3 clusters Score -726460.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -726469.437500 Penalty: 2576.671875
	Iteration 49Q: 3 clusters Score -726469.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -726476.062500 Penalty: 2576.671875
	Iteration 50Q: 3 clusters Score -726476.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -726485.062500 Penalty: 2576.671875
	Iteration 51Q: 3 clusters Score -726485.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -726493.625000 Penalty: 2576.671875
	Iteration 52Q: 3 clusters Score -726493.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -726495.875000 Penalty: 2576.671875
	Iteration 53Q: 3 clusters Score -726495.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -726499.125000 Penalty: 2576.671875
	Iteration 54Q: 3 clusters Score -726499.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -726503.500000 Penalty: 2576.671875
	Iteration 55Q: 3 clusters Score -726503.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -726505.500000 Penalty: 2576.671875
	Iteration 56Q: 3 clusters Score -726505.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -726511.750000 Penalty: 2576.671875
	Iteration 57Q: 3 clusters Score -726511.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -726515.937500 Penalty: 2576.671875
	Iteration 58Q: 3 clusters Score -726515.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -726518.187500 Penalty: 2576.671875
	Iteration 59Q: 3 clusters Score -726518.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -726522.312500 Penalty: 2576.671875
	Iteration 60F: 3 clusters Score -726522.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -726527.562500 Penalty: 2576.671875
	Iteration 61Q: 3 clusters Score -726527.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -726533.937500 Penalty: 2576.671875
	Iteration 62Q: 3 clusters Score -726533.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -726540.437500 Penalty: 2576.671875
	Iteration 63Q: 3 clusters Score -726540.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -726544.125000 Penalty: 2576.671875
	Iteration 64Q: 3 clusters Score -726544.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -726555.000000 Penalty: 2576.671875
	Iteration 65Q: 3 clusters Score -726555 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -726560.125000 Penalty: 2576.671875
	Iteration 66Q: 3 clusters Score -726560.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -726569.562500 Penalty: 2576.671875
	Iteration 67Q: 3 clusters Score -726569.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -726577.750000 Penalty: 2576.671875
	Iteration 68Q: 3 clusters Score -726577.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -726588.625000 Penalty: 2576.671875
	Iteration 69Q: 3 clusters Score -726588.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -726602.562500 Penalty: 2576.671875
	Iteration 70Q: 3 clusters Score -726602.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -726613.875000 Penalty: 2576.671875
	Iteration 71Q: 3 clusters Score -726613.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -726626.875000 Penalty: 2576.671875
	Iteration 72Q: 3 clusters Score -726626.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -726636.687500 Penalty: 2576.671875
	Iteration 73Q: 3 clusters Score -726636.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -726649.937500 Penalty: 2576.671875
	Iteration 74Q: 3 clusters Score -726649.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -726663.125000 Penalty: 2576.671875
	Iteration 75Q: 3 clusters Score -726663.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -726680.750000 Penalty: 2576.671875
	Iteration 76Q: 3 clusters Score -726680.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -726698.187500 Penalty: 2576.671875
	Iteration 77Q: 3 clusters Score -726698.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -726718.187500 Penalty: 2576.671875
	Iteration 78Q: 3 clusters Score -726718.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -726742.125000 Penalty: 2576.671875
	Iteration 79Q: 3 clusters Score -726742.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -726760.937500 Penalty: 2576.671875
	Iteration 80F: 3 clusters Score -726760.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -726780.187500 Penalty: 2576.671875
	Iteration 81Q: 3 clusters Score -726780.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -726799.562500 Penalty: 2576.671875
	Iteration 82Q: 3 clusters Score -726799.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -726819.000000 Penalty: 2576.671875
	Iteration 83Q: 3 clusters Score -726819 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -726856.000000 Penalty: 2576.671875
	Iteration 84Q: 3 clusters Score -726856 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -726897.562500 Penalty: 2576.671875
	Iteration 85Q: 3 clusters Score -726897.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -726936.375000 Penalty: 2576.671875
	Iteration 86Q: 3 clusters Score -726936.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -726979.312500 Penalty: 2576.671875
	Iteration 87Q: 3 clusters Score -726979.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -727024.375000 Penalty: 2576.671875
	Iteration 88Q: 3 clusters Score -727024.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -727068.750000 Penalty: 2576.671875
	Iteration 89Q: 3 clusters Score -727068.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -727108.250000 Penalty: 2576.671875
	Iteration 90Q: 3 clusters Score -727108.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -727150.500000 Penalty: 2576.671875
	Iteration 91Q: 3 clusters Score -727150.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -727200.312500 Penalty: 2576.671875
	Iteration 92Q: 3 clusters Score -727200.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -727234.562500 Penalty: 2576.671875
	Iteration 93Q: 3 clusters Score -727234.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -727273.250000 Penalty: 2576.671875
	Iteration 94Q: 3 clusters Score -727273.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -727306.687500 Penalty: 2576.671875
	Iteration 95Q: 3 clusters Score -727306.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -727335.937500 Penalty: 2576.671875
	Iteration 96Q: 3 clusters Score -727335.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -727357.875000 Penalty: 2576.671875
	Iteration 97Q: 3 clusters Score -727357.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -727373.062500 Penalty: 2576.671875
	Iteration 98Q: 3 clusters Score -727373.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -727388.750000 Penalty: 2576.671875
	Iteration 99Q: 3 clusters Score -727388.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -727411.312500 Penalty: 2576.671875
	Iteration 100F: 3 clusters Score -727411.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -727428.125000 Penalty: 2576.671875
	Iteration 101Q: 3 clusters Score -727428.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -727442.000000 Penalty: 2576.671875
	Iteration 102Q: 3 clusters Score -727442 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -727454.312500 Penalty: 2576.671875
	Iteration 103Q: 3 clusters Score -727454.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -727459.687500 Penalty: 2576.671875
	Iteration 104Q: 3 clusters Score -727459.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -727464.937500 Penalty: 2576.671875
	Iteration 105Q: 3 clusters Score -727464.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -727468.000000 Penalty: 2576.671875
	Iteration 106Q: 3 clusters Score -727468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -727468.187500 Penalty: 2576.671875
	Iteration 107Q: 3 clusters Score -727468.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -727468.187500 Penalty: 2576.671875
	Iteration 108F: 3 clusters Score -727468.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Entering Unmasked Estep 
Score: -605111.312500 Penalty: 1272.160767
	Iteration 0F: 2 clusters Score -605111.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -601342.937500 Penalty: 2544.321533
	Iteration 0F: 3 clusters Score -601342.9 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -602531.500000 Penalty: 2544.321533
	Iteration 1F: 3 clusters Score -602531.5 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -602780.312500 Penalty: 2544.321533
	Iteration 2F: 3 clusters Score -602780.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -602961.437500 Penalty: 2544.321533
	Iteration 3F: 3 clusters Score -602961.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -603096.437500 Penalty: 2544.321533
	Iteration 4Q: 3 clusters Score -603096.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -603212.625000 Penalty: 2544.321533
	Iteration 5Q: 3 clusters Score -603212.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -603327.937500 Penalty: 2544.321533
	Iteration 6Q: 3 clusters Score -603327.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -603449.125000 Penalty: 2544.321533
	Iteration 7Q: 3 clusters Score -603449.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -603591.812500 Penalty: 2544.321533
	Iteration 8Q: 3 clusters Score -603591.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -603736.125000 Penalty: 2544.321533
	Iteration 9Q: 3 clusters Score -603736.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -603879.125000 Penalty: 2544.321533
	Iteration 10Q: 3 clusters Score -603879.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -604011.562500 Penalty: 2544.321533
	Iteration 11Q: 3 clusters Score -604011.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -604123.750000 Penalty: 2544.321533
	Iteration 12Q: 3 clusters Score -604123.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -604225.937500 Penalty: 2544.321533
	Iteration 13Q: 3 clusters Score -604225.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -604305.250000 Penalty: 2544.321533
	Iteration 14Q: 3 clusters Score -604305.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -604351.250000 Penalty: 2544.321533
	Iteration 15Q: 3 clusters Score -604351.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -604380.187500 Penalty: 2544.321533
	Iteration 16Q: 3 clusters Score -604380.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -604411.125000 Penalty: 2544.321533
	Iteration 17Q: 3 clusters Score -604411.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -604447.875000 Penalty: 2544.321533
	Iteration 18Q: 3 clusters Score -604447.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -604477.437500 Penalty: 2544.321533
	Iteration 19Q: 3 clusters Score -604477.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -604508.312500 Penalty: 2544.321533
	Iteration 20F: 3 clusters Score -604508.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -604530.812500 Penalty: 2544.321533
	Iteration 21Q: 3 clusters Score -604530.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -604547.625000 Penalty: 2544.321533
	Iteration 22Q: 3 clusters Score -604547.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -604559.437500 Penalty: 2544.321533
	Iteration 23Q: 3 clusters Score -604559.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -604567.312500 Penalty: 2544.321533
	Iteration 24Q: 3 clusters Score -604567.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -604576.625000 Penalty: 2544.321533
	Iteration 25Q: 3 clusters Score -604576.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -604587.062500 Penalty: 2544.321533
	Iteration 26Q: 3 clusters Score -604587.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -604594.562500 Penalty: 2544.321533
	Iteration 27Q: 3 clusters Score -604594.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -604598.250000 Penalty: 2544.321533
	Iteration 28Q: 3 clusters Score -604598.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -604600.500000 Penalty: 2544.321533
	Iteration 29Q: 3 clusters Score -604600.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -604604.562500 Penalty: 2544.321533
	Iteration 30Q: 3 clusters Score -604604.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -604606.375000 Penalty: 2544.321533
	Iteration 31Q: 3 clusters Score -604606.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -604606.812500 Penalty: 2544.321533
	Iteration 32Q: 3 clusters Score -604606.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -604607.000000 Penalty: 2544.321533
	Iteration 33Q: 3 clusters Score -604607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -604607.687500 Penalty: 2544.321533
	Iteration 34Q: 3 clusters Score -604607.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -604607.812500 Penalty: 2544.321533
	Iteration 35Q: 3 clusters Score -604607.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -604608.312500 Penalty: 2544.321533
	Iteration 36Q: 3 clusters Score -604608.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -604608.812500 Penalty: 2544.321533
	Iteration 37Q: 3 clusters Score -604608.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -604608.812500 Penalty: 2544.321533
	Iteration 38F: 3 clusters Score -604608.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Entering Unmasked Estep 
Score: -665014.437500 Penalty: 1282.618774
	Iteration 0F: 2 clusters Score -665014.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -661049.250000 Penalty: 2565.237549
	Iteration 0F: 3 clusters Score -661049.2 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -662250.437500 Penalty: 2565.237549
	Iteration 1F: 3 clusters Score -662250.4 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -662479.500000 Penalty: 2565.237549
	Iteration 2F: 3 clusters Score -662479.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -662636.000000 Penalty: 2565.237549
	Iteration 3Q: 3 clusters Score -662636 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -662765.937500 Penalty: 2565.237549
	Iteration 4Q: 3 clusters Score -662765.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -662881.812500 Penalty: 2565.237549
	Iteration 5Q: 3 clusters Score -662881.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -662972.937500 Penalty: 2565.237549
	Iteration 6Q: 3 clusters Score -662972.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -663059.875000 Penalty: 2565.237549
	Iteration 7Q: 3 clusters Score -663059.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -663137.000000 Penalty: 2565.237549
	Iteration 8Q: 3 clusters Score -663137 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -663215.437500 Penalty: 2565.237549
	Iteration 9Q: 3 clusters Score -663215.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -663285.312500 Penalty: 2565.237549
	Iteration 10Q: 3 clusters Score -663285.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -663356.875000 Penalty: 2565.237549
	Iteration 11Q: 3 clusters Score -663356.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -663423.437500 Penalty: 2565.237549
	Iteration 12Q: 3 clusters Score -663423.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -663485.812500 Penalty: 2565.237549
	Iteration 13Q: 3 clusters Score -663485.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -663534.875000 Penalty: 2565.237549
	Iteration 14Q: 3 clusters Score -663534.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -663576.812500 Penalty: 2565.237549
	Iteration 15Q: 3 clusters Score -663576.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -663620.875000 Penalty: 2565.237549
	Iteration 16Q: 3 clusters Score -663620.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -663657.812500 Penalty: 2565.237549
	Iteration 17Q: 3 clusters Score -663657.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -663694.250000 Penalty: 2565.237549
	Iteration 18Q: 3 clusters Score -663694.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -663731.250000 Penalty: 2565.237549
	Iteration 19Q: 3 clusters Score -663731.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -663770.062500 Penalty: 2565.237549
	Iteration 20F: 3 clusters Score -663770.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -663807.750000 Penalty: 2565.237549
	Iteration 21Q: 3 clusters Score -663807.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -663849.687500 Penalty: 2565.237549
	Iteration 22Q: 3 clusters Score -663849.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -663888.500000 Penalty: 2565.237549
	Iteration 23Q: 3 clusters Score -663888.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -663935.000000 Penalty: 2565.237549
	Iteration 24Q: 3 clusters Score -663935 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -663972.312500 Penalty: 2565.237549
	Iteration 25Q: 3 clusters Score -663972.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -664014.687500 Penalty: 2565.237549
	Iteration 26Q: 3 clusters Score -664014.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -664067.687500 Penalty: 2565.237549
	Iteration 27Q: 3 clusters Score -664067.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -664126.125000 Penalty: 2565.237549
	Iteration 28Q: 3 clusters Score -664126.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -664180.375000 Penalty: 2565.237549
	Iteration 29Q: 3 clusters Score -664180.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -664233.937500 Penalty: 2565.237549
	Iteration 30Q: 3 clusters Score -664233.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -664273.375000 Penalty: 2565.237549
	Iteration 31Q: 3 clusters Score -664273.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -664301.937500 Penalty: 2565.237549
	Iteration 32Q: 3 clusters Score -664301.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -664327.500000 Penalty: 2565.237549
	Iteration 33Q: 3 clusters Score -664327.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -664352.812500 Penalty: 2565.237549
	Iteration 34Q: 3 clusters Score -664352.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -664373.187500 Penalty: 2565.237549
	Iteration 35Q: 3 clusters Score -664373.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -664387.000000 Penalty: 2565.237549
	Iteration 36Q: 3 clusters Score -664387 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -664396.500000 Penalty: 2565.237549
	Iteration 37Q: 3 clusters Score -664396.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -664402.437500 Penalty: 2565.237549
	Iteration 38Q: 3 clusters Score -664402.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -664409.312500 Penalty: 2565.237549
	Iteration 39Q: 3 clusters Score -664409.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -664416.062500 Penalty: 2565.237549
	Iteration 40F: 3 clusters Score -664416.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -664421.375000 Penalty: 2565.237549
	Iteration 41Q: 3 clusters Score -664421.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -664427.250000 Penalty: 2565.237549
	Iteration 42Q: 3 clusters Score -664427.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -664430.937500 Penalty: 2565.237549
	Iteration 43Q: 3 clusters Score -664430.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -664431.687500 Penalty: 2565.237549
	Iteration 44Q: 3 clusters Score -664431.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -664433.875000 Penalty: 2565.237549
	Iteration 45Q: 3 clusters Score -664433.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -664435.312500 Penalty: 2565.237549
	Iteration 46Q: 3 clusters Score -664435.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -664437.750000 Penalty: 2565.237549
	Iteration 47Q: 3 clusters Score -664437.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -664440.562500 Penalty: 2565.237549
	Iteration 48Q: 3 clusters Score -664440.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -664441.312500 Penalty: 2565.237549
	Iteration 49Q: 3 clusters Score -664441.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -664441.687500 Penalty: 2565.237549
	Iteration 50Q: 3 clusters Score -664441.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -664441.687500 Penalty: 2565.237549
	Iteration 51F: 3 clusters Score -664441.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Entering Unmasked Estep 
Score: -55003.242188 Penalty: 948.349976
	Iteration 0F: 2 clusters Score -55003.24 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 300 members 
Entering Unmasked Estep 
Score: -54023.472656 Penalty: 1896.699951
	Iteration 0F: 3 clusters Score -54023.47 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -54224.746094 Penalty: 1896.699951
	Iteration 1F: 3 clusters Score -54224.75 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -54330.468750 Penalty: 1896.699951
	Iteration 2F: 3 clusters Score -54330.47 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -54394.648438 Penalty: 1896.699951
	Iteration 3Q: 3 clusters Score -54394.65 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -54453.058594 Penalty: 1896.699951
	Iteration 4Q: 3 clusters Score -54453.06 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -54499.972656 Penalty: 1896.699951
	Iteration 5Q: 3 clusters Score -54499.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -54536.621094 Penalty: 1896.699951
	Iteration 6Q: 3 clusters Score -54536.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -54564.753906 Penalty: 1896.699951
	Iteration 7Q: 3 clusters Score -54564.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -54579.312500 Penalty: 1896.699951
	Iteration 8Q: 3 clusters Score -54579.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -54589.746094 Penalty: 1896.699951
	Iteration 9Q: 3 clusters Score -54589.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -54600.578125 Penalty: 1896.699951
	Iteration 10Q: 3 clusters Score -54600.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -54607.929688 Penalty: 1896.699951
	Iteration 11Q: 3 clusters Score -54607.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -54621.445312 Penalty: 1896.699951
	Iteration 12Q: 3 clusters Score -54621.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -54633.925781 Penalty: 1896.699951
	Iteration 13Q: 3 clusters Score -54633.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -54643.011719 Penalty: 1896.699951
	Iteration 14Q: 3 clusters Score -54643.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -54654.945312 Penalty: 1896.699951
	Iteration 15Q: 3 clusters Score -54654.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -54666.859375 Penalty: 1896.699951
	Iteration 16Q: 3 clusters Score -54666.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -54682.843750 Penalty: 1896.699951
	Iteration 17Q: 3 clusters Score -54682.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -54705.789062 Penalty: 1896.699951
	Iteration 18Q: 3 clusters Score -54705.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -54739.890625 Penalty: 1896.699951
	Iteration 19Q: 3 clusters Score -54739.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -54755.785156 Penalty: 1896.699951
	Iteration 20F: 3 clusters Score -54755.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -54771.937500 Penalty: 1896.699951
	Iteration 21Q: 3 clusters Score -54771.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -54792.160156 Penalty: 1896.699951
	Iteration 22Q: 3 clusters Score -54792.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -54826.519531 Penalty: 1896.699951
	Iteration 23Q: 3 clusters Score -54826.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -54870.738281 Penalty: 1896.699951
	Iteration 24Q: 3 clusters Score -54870.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -54938.468750 Penalty: 1896.699951
	Iteration 25Q: 3 clusters Score -54938.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -54977.417969 Penalty: 1896.699951
	Iteration 26Q: 3 clusters Score -54977.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -55002.812500 Penalty: 1896.699951
	Iteration 27Q: 3 clusters Score -55002.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -55023.273438 Penalty: 1896.699951
	Iteration 28Q: 3 clusters Score -55023.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -55035.613281 Penalty: 1896.699951
	Iteration 29Q: 3 clusters Score -55035.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -55039.011719 Penalty: 1896.699951
	Iteration 30Q: 3 clusters Score -55039.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -55043.117188 Penalty: 1896.699951
	Iteration 31Q: 3 clusters Score -55043.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -55043.117188 Penalty: 1896.699951
	Iteration 32F: 3 clusters Score -55043.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7081 members 
Mstep: Class 4 contains 2797 members 
Mstep: Class 5 contains 58176 members 
Mstep: Class 6 contains 63314 members 
Mstep: Class 7 contains 29087 members 
Mstep: Class 8 contains 11934 members 
Mstep: Class 9 contains 88048 members 
Mstep: Class 10 contains 9345 members 
Mstep: Class 11 contains 3979 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7111 members 
Mstep: Class 14 contains 9960 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 54730 members 
Mstep: Class 17 contains 28681 members 
Mstep: Class 18 contains 42229 members 
Mstep: Class 19 contains 32699 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 90381 members 
Mstep: Class 22 contains 9755 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5757 members 
Mstep: Class 25 contains 5164 members 
Mstep: Class 26 contains 5540 members 
Mstep: Class 27 contains 335 members 
Mstep: Class 28 contains 34592 members 
Mstep: Class 29 contains 5055 members 
Mstep: Class 30 contains 22211 members 
Mstep: Class 31 contains 382 members 
Mstep: Class 32 contains 2886 members 
Mstep: Class 33 contains 21246 members 
Mstep: Class 34 contains 263 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5409 members 
Mstep: Class 37 contains 251 members 
Entering Unmasked Estep 
Score: -80954336.000000 Penalty: 73832.367188
Splitting cluster 27 changes total score from -80955336.000000 to -80954336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (34592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34592 members 
Entering Unmasked Estep 
Score: -4349972.500000 Penalty: 1555.165039
	Iteration 0F: 2 clusters Score -4349972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -4327377.000000 Penalty: 3110.330078
	Iteration 0F: 3 clusters Score -4327377 nChanged 15756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -4336205.500000 Penalty: 3110.330078
	Iteration 1F: 3 clusters Score -4336206 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -4336617.000000 Penalty: 3110.330078
	Iteration 2Q: 3 clusters Score -4336617 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -4336957.500000 Penalty: 3110.330078
	Iteration 3Q: 3 clusters Score -4336958 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -4337269.000000 Penalty: 3110.330078
	Iteration 4Q: 3 clusters Score -4337269 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -4337561.500000 Penalty: 3110.330078
	Iteration 5Q: 3 clusters Score -4337562 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -4337849.000000 Penalty: 3110.330078
	Iteration 6Q: 3 clusters Score -4337849 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -4338175.500000 Penalty: 3110.330078
	Iteration 7Q: 3 clusters Score -4338176 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20460 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -4338559.000000 Penalty: 3110.330078
	Iteration 8Q: 3 clusters Score -4338559 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -4339070.000000 Penalty: 3110.330078
	Iteration 9Q: 3 clusters Score -4339070 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -4339875.500000 Penalty: 3110.330078
	Iteration 10Q: 3 clusters Score -4339876 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24909 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -4341063.500000 Penalty: 3110.330078
	Iteration 11F: 3 clusters Score -4341064 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27094 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -4342670.500000 Penalty: 3110.330078
	Iteration 12F: 3 clusters Score -4342670 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29403 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -4344511.500000 Penalty: 3110.330078
	Iteration 13F: 3 clusters Score -4344512 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31354 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -4346134.500000 Penalty: 3110.330078
	Iteration 14F: 3 clusters Score -4346134 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32724 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -4347261.500000 Penalty: 3110.330078
	Iteration 15Q: 3 clusters Score -4347262 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33513 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -4347993.500000 Penalty: 3110.330078
	Iteration 16Q: 3 clusters Score -4347994 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33888 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -4348345.500000 Penalty: 3110.330078
	Iteration 17Q: 3 clusters Score -4348346 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34051 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -4348522.500000 Penalty: 3110.330078
	Iteration 18Q: 3 clusters Score -4348522 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34133 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -4348602.500000 Penalty: 3110.330078
	Iteration 19Q: 3 clusters Score -4348602 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34178 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -4348648.500000 Penalty: 3110.330078
	Iteration 20F: 3 clusters Score -4348648 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34203 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -4348689.000000 Penalty: 3110.330078
	Iteration 21Q: 3 clusters Score -4348689 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34220 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -4348709.500000 Penalty: 3110.330078
	Iteration 22Q: 3 clusters Score -4348710 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34231 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -4348731.000000 Penalty: 3110.330078
	Iteration 23Q: 3 clusters Score -4348731 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34241 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -4348751.000000 Penalty: 3110.330078
	Iteration 24Q: 3 clusters Score -4348751 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34245 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -4348760.000000 Penalty: 3110.330078
	Iteration 25Q: 3 clusters Score -4348760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34247 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -4348770.000000 Penalty: 3110.330078
	Iteration 26Q: 3 clusters Score -4348770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34253 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -4348775.000000 Penalty: 3110.330078
	Iteration 27Q: 3 clusters Score -4348775 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34256 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -4348779.500000 Penalty: 3110.330078
	Iteration 28Q: 3 clusters Score -4348780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34259 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -4348787.000000 Penalty: 3110.330078
	Iteration 29Q: 3 clusters Score -4348787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34262 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -4348788.000000 Penalty: 3110.330078
	Iteration 30Q: 3 clusters Score -4348788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34262 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -4348790.000000 Penalty: 3110.330078
	Iteration 31Q: 3 clusters Score -4348790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34263 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -4348791.000000 Penalty: 3110.330078
	Iteration 32Q: 3 clusters Score -4348791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34264 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -4348794.000000 Penalty: 3110.330078
	Iteration 33Q: 3 clusters Score -4348794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34265 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -4348792.500000 Penalty: 3110.330078
	Iteration 34Q: 3 clusters Score -4348792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34265 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -4348792.500000 Penalty: 3110.330078
	Iteration 35F: 3 clusters Score -4348792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Entering Unmasked Estep 
Score: -633148.125000 Penalty: 1268.986328
	Iteration 0F: 2 clusters Score -633148.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -629419.562500 Penalty: 2537.972656
	Iteration 0F: 3 clusters Score -629419.6 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -630499.500000 Penalty: 2537.972656
	Iteration 1F: 3 clusters Score -630499.5 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -630705.500000 Penalty: 2537.972656
	Iteration 2F: 3 clusters Score -630705.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -630843.125000 Penalty: 2537.972656
	Iteration 3F: 3 clusters Score -630843.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -630929.750000 Penalty: 2537.972656
	Iteration 4Q: 3 clusters Score -630929.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -630983.437500 Penalty: 2537.972656
	Iteration 5Q: 3 clusters Score -630983.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -631013.500000 Penalty: 2537.972656
	Iteration 6Q: 3 clusters Score -631013.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -631036.312500 Penalty: 2537.972656
	Iteration 7Q: 3 clusters Score -631036.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -631055.125000 Penalty: 2537.972656
	Iteration 8Q: 3 clusters Score -631055.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -631067.812500 Penalty: 2537.972656
	Iteration 9Q: 3 clusters Score -631067.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -631079.625000 Penalty: 2537.972656
	Iteration 10Q: 3 clusters Score -631079.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -631087.562500 Penalty: 2537.972656
	Iteration 11Q: 3 clusters Score -631087.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -631096.750000 Penalty: 2537.972656
	Iteration 12Q: 3 clusters Score -631096.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -631097.875000 Penalty: 2537.972656
	Iteration 13Q: 3 clusters Score -631097.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -631102.375000 Penalty: 2537.972656
	Iteration 14Q: 3 clusters Score -631102.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -631105.812500 Penalty: 2537.972656
	Iteration 15Q: 3 clusters Score -631105.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -631109.687500 Penalty: 2537.972656
	Iteration 16Q: 3 clusters Score -631109.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -631114.437500 Penalty: 2537.972656
	Iteration 17Q: 3 clusters Score -631114.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -631117.375000 Penalty: 2537.972656
	Iteration 18Q: 3 clusters Score -631117.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -631119.250000 Penalty: 2537.972656
	Iteration 19Q: 3 clusters Score -631119.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -631119.250000 Penalty: 2537.972656
	Iteration 20F: 3 clusters Score -631119.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -631120.687500 Penalty: 2537.972656
	Iteration 21Q: 3 clusters Score -631120.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -631121.500000 Penalty: 2537.972656
	Iteration 22Q: 3 clusters Score -631121.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -631121.812500 Penalty: 2537.972656
	Iteration 23Q: 3 clusters Score -631121.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -631123.562500 Penalty: 2537.972656
	Iteration 24Q: 3 clusters Score -631123.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -631126.250000 Penalty: 2537.972656
	Iteration 25Q: 3 clusters Score -631126.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -631125.937500 Penalty: 2537.972656
	Iteration 26Q: 3 clusters Score -631125.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -631127.812500 Penalty: 2537.972656
	Iteration 27Q: 3 clusters Score -631127.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -631127.375000 Penalty: 2537.972656
	Iteration 28Q: 3 clusters Score -631127.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -631127.375000 Penalty: 2537.972656
	Iteration 29F: 3 clusters Score -631127.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (22211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22211 members 
Entering Unmasked Estep 
Score: -2820357.000000 Penalty: 1489.241455
	Iteration 0F: 2 clusters Score -2820357 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -2805979.250000 Penalty: 2978.482910
	Iteration 0F: 3 clusters Score -2805979 nChanged 9810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -2811084.250000 Penalty: 2978.482910
	Iteration 1F: 3 clusters Score -2811084 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -2811511.250000 Penalty: 2978.482910
	Iteration 2F: 3 clusters Score -2811511 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -2811918.250000 Penalty: 2978.482910
	Iteration 3Q: 3 clusters Score -2811918 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -2812281.750000 Penalty: 2978.482910
	Iteration 4Q: 3 clusters Score -2812282 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -2812743.750000 Penalty: 2978.482910
	Iteration 5Q: 3 clusters Score -2812744 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -2813301.500000 Penalty: 2978.482910
	Iteration 6Q: 3 clusters Score -2813302 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -2814119.500000 Penalty: 2978.482910
	Iteration 7F: 3 clusters Score -2814120 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -2815260.250000 Penalty: 2978.482910
	Iteration 8F: 3 clusters Score -2815260 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -2816508.750000 Penalty: 2978.482910
	Iteration 9F: 3 clusters Score -2816509 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -2817614.500000 Penalty: 2978.482910
	Iteration 10F: 3 clusters Score -2817614 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2818326.000000 Penalty: 2978.482910
	Iteration 11Q: 3 clusters Score -2818326 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2818726.250000 Penalty: 2978.482910
	Iteration 12Q: 3 clusters Score -2818726 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2818944.750000 Penalty: 2978.482910
	Iteration 13Q: 3 clusters Score -2818945 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2819019.500000 Penalty: 2978.482910
	Iteration 14Q: 3 clusters Score -2819020 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2819076.250000 Penalty: 2978.482910
	Iteration 15Q: 3 clusters Score -2819076 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2819108.250000 Penalty: 2978.482910
	Iteration 16Q: 3 clusters Score -2819108 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -2819133.750000 Penalty: 2978.482910
	Iteration 17Q: 3 clusters Score -2819134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21938 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2819151.250000 Penalty: 2978.482910
	Iteration 18Q: 3 clusters Score -2819151 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21947 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -2819169.750000 Penalty: 2978.482910
	Iteration 19Q: 3 clusters Score -2819170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21948 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2819184.750000 Penalty: 2978.482910
	Iteration 20F: 3 clusters Score -2819185 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21955 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -2819193.250000 Penalty: 2978.482910
	Iteration 21Q: 3 clusters Score -2819193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21955 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -2819197.750000 Penalty: 2978.482910
	Iteration 22Q: 3 clusters Score -2819198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21958 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2819203.250000 Penalty: 2978.482910
	Iteration 23Q: 3 clusters Score -2819203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -2819205.250000 Penalty: 2978.482910
	Iteration 24Q: 3 clusters Score -2819205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -2819205.250000 Penalty: 2978.482910
	Iteration 25F: 3 clusters Score -2819205 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Entering Unmasked Estep 
Score: -23466.464844 Penalty: 884.678650
	Iteration 0F: 2 clusters Score -23466.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -22821.933594 Penalty: 1769.357300
	Iteration 0F: 3 clusters Score -22821.93 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -23210.132812 Penalty: 1769.357300
	Iteration 1F: 3 clusters Score -23210.13 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -23443.298828 Penalty: 1769.357300
	Iteration 2F: 3 clusters Score -23443.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -23596.923828 Penalty: 1769.357300
	Iteration 3Q: 3 clusters Score -23596.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -23686.173828 Penalty: 1769.357300
	Iteration 4Q: 3 clusters Score -23686.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -23692.863281 Penalty: 1769.357300
	Iteration 5Q: 3 clusters Score -23692.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -23699.492188 Penalty: 1769.357300
	Iteration 6Q: 3 clusters Score -23699.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -23703.013672 Penalty: 1769.357300
	Iteration 7Q: 3 clusters Score -23703.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -23709.478516 Penalty: 1769.357300
	Iteration 8Q: 3 clusters Score -23709.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -23710.525391 Penalty: 1769.357300
	Iteration 9Q: 3 clusters Score -23710.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -23710.525391 Penalty: 1769.357300
	Iteration 10F: 3 clusters Score -23710.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7081 members 
Mstep: Class 4 contains 2797 members 
Mstep: Class 5 contains 58176 members 
Mstep: Class 6 contains 63314 members 
Mstep: Class 7 contains 29087 members 
Mstep: Class 8 contains 11934 members 
Mstep: Class 9 contains 88048 members 
Mstep: Class 10 contains 9345 members 
Mstep: Class 11 contains 3979 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7111 members 
Mstep: Class 14 contains 9960 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 54730 members 
Mstep: Class 17 contains 28681 members 
Mstep: Class 18 contains 42229 members 
Mstep: Class 19 contains 32699 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 90381 members 
Mstep: Class 22 contains 9755 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5757 members 
Mstep: Class 25 contains 5164 members 
Mstep: Class 26 contains 5540 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34592 members 
Mstep: Class 29 contains 5055 members 
Mstep: Class 30 contains 22211 members 
Mstep: Class 31 contains 223 members 
Mstep: Class 32 contains 2886 members 
Mstep: Class 33 contains 21246 members 
Mstep: Class 34 contains 263 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5409 members 
Mstep: Class 37 contains 159 members 
Entering Unmasked Estep 
Score: -80954360.000000 Penalty: 73832.367188
Splitting cluster 31 changes total score from -80955336.000000 to -80954360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (2886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Entering Unmasked Estep 
Score: -341486.937500 Penalty: 1185.582886
	Iteration 0F: 2 clusters Score -341486.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -339132.218750 Penalty: 2371.165771
	Iteration 0F: 3 clusters Score -339132.2 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -339742.562500 Penalty: 2371.165771
	Iteration 1F: 3 clusters Score -339742.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -339920.875000 Penalty: 2371.165771
	Iteration 2F: 3 clusters Score -339920.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -340018.500000 Penalty: 2371.165771
	Iteration 3Q: 3 clusters Score -340018.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -340072.187500 Penalty: 2371.165771
	Iteration 4Q: 3 clusters Score -340072.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -340109.906250 Penalty: 2371.165771
	Iteration 5Q: 3 clusters Score -340109.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -340135.656250 Penalty: 2371.165771
	Iteration 6Q: 3 clusters Score -340135.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -340154.937500 Penalty: 2371.165771
	Iteration 7Q: 3 clusters Score -340154.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -340170.156250 Penalty: 2371.165771
	Iteration 8Q: 3 clusters Score -340170.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -340182.750000 Penalty: 2371.165771
	Iteration 9Q: 3 clusters Score -340182.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -340191.875000 Penalty: 2371.165771
	Iteration 10Q: 3 clusters Score -340191.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -340200.812500 Penalty: 2371.165771
	Iteration 11Q: 3 clusters Score -340200.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -340209.468750 Penalty: 2371.165771
	Iteration 12Q: 3 clusters Score -340209.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -340215.718750 Penalty: 2371.165771
	Iteration 13Q: 3 clusters Score -340215.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -340221.156250 Penalty: 2371.165771
	Iteration 14Q: 3 clusters Score -340221.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -340227.593750 Penalty: 2371.165771
	Iteration 15Q: 3 clusters Score -340227.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -340235.843750 Penalty: 2371.165771
	Iteration 16Q: 3 clusters Score -340235.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -340242.562500 Penalty: 2371.165771
	Iteration 17Q: 3 clusters Score -340242.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -340244.593750 Penalty: 2371.165771
	Iteration 18Q: 3 clusters Score -340244.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -340252.093750 Penalty: 2371.165771
	Iteration 19Q: 3 clusters Score -340252.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -340259.031250 Penalty: 2371.165771
	Iteration 20F: 3 clusters Score -340259 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -340267.906250 Penalty: 2371.165771
	Iteration 21Q: 3 clusters Score -340267.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -340275.593750 Penalty: 2371.165771
	Iteration 22Q: 3 clusters Score -340275.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -340282.375000 Penalty: 2371.165771
	Iteration 23Q: 3 clusters Score -340282.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -340295.343750 Penalty: 2371.165771
	Iteration 24Q: 3 clusters Score -340295.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -340301.906250 Penalty: 2371.165771
	Iteration 25Q: 3 clusters Score -340301.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -340306.593750 Penalty: 2371.165771
	Iteration 26Q: 3 clusters Score -340306.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -340311.187500 Penalty: 2371.165771
	Iteration 27Q: 3 clusters Score -340311.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -340315.750000 Penalty: 2371.165771
	Iteration 28Q: 3 clusters Score -340315.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -340317.843750 Penalty: 2371.165771
	Iteration 29Q: 3 clusters Score -340317.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -340322.406250 Penalty: 2371.165771
	Iteration 30Q: 3 clusters Score -340322.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -340323.937500 Penalty: 2371.165771
	Iteration 31Q: 3 clusters Score -340323.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -340326.562500 Penalty: 2371.165771
	Iteration 32Q: 3 clusters Score -340326.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -340329.437500 Penalty: 2371.165771
	Iteration 33Q: 3 clusters Score -340329.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -340330.218750 Penalty: 2371.165771
	Iteration 34Q: 3 clusters Score -340330.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -340330.687500 Penalty: 2371.165771
	Iteration 35Q: 3 clusters Score -340330.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -340331.875000 Penalty: 2371.165771
	Iteration 36Q: 3 clusters Score -340331.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -340333.125000 Penalty: 2371.165771
	Iteration 37Q: 3 clusters Score -340333.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -340337.031250 Penalty: 2371.165771
	Iteration 38Q: 3 clusters Score -340337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -340340.250000 Penalty: 2371.165771
	Iteration 39Q: 3 clusters Score -340340.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -340340.375000 Penalty: 2371.165771
	Iteration 40F: 3 clusters Score -340340.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -340340.718750 Penalty: 2371.165771
	Iteration 41Q: 3 clusters Score -340340.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -340342.937500 Penalty: 2371.165771
	Iteration 42Q: 3 clusters Score -340342.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -340344.562500 Penalty: 2371.165771
	Iteration 43Q: 3 clusters Score -340344.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -340346.093750 Penalty: 2371.165771
	Iteration 44Q: 3 clusters Score -340346.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -340346.156250 Penalty: 2371.165771
	Iteration 45Q: 3 clusters Score -340346.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -340346.156250 Penalty: 2371.165771
	Iteration 46F: 3 clusters Score -340346.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -2594466.500000 Penalty: 1482.631958
	Iteration 0F: 2 clusters Score -2594466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -2580586.750000 Penalty: 2965.263916
	Iteration 0F: 3 clusters Score -2580587 nChanged 9353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -2585681.250000 Penalty: 2965.263916
	Iteration 1F: 3 clusters Score -2585681 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -2586114.000000 Penalty: 2965.263916
	Iteration 2F: 3 clusters Score -2586114 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -2586508.000000 Penalty: 2965.263916
	Iteration 3Q: 3 clusters Score -2586508 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -2586844.500000 Penalty: 2965.263916
	Iteration 4Q: 3 clusters Score -2586844 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -2587187.250000 Penalty: 2965.263916
	Iteration 5Q: 3 clusters Score -2587187 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -2587588.250000 Penalty: 2965.263916
	Iteration 6Q: 3 clusters Score -2587588 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -2587999.750000 Penalty: 2965.263916
	Iteration 7Q: 3 clusters Score -2588000 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -2588462.250000 Penalty: 2965.263916
	Iteration 8Q: 3 clusters Score -2588462 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -2588931.250000 Penalty: 2965.263916
	Iteration 9Q: 3 clusters Score -2588931 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -2589466.000000 Penalty: 2965.263916
	Iteration 10Q: 3 clusters Score -2589466 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -2590022.250000 Penalty: 2965.263916
	Iteration 11Q: 3 clusters Score -2590022 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -2590528.750000 Penalty: 2965.263916
	Iteration 12Q: 3 clusters Score -2590529 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -2591016.500000 Penalty: 2965.263916
	Iteration 13Q: 3 clusters Score -2591016 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -2591507.250000 Penalty: 2965.263916
	Iteration 14Q: 3 clusters Score -2591507 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -2591933.000000 Penalty: 2965.263916
	Iteration 15Q: 3 clusters Score -2591933 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -2592256.000000 Penalty: 2965.263916
	Iteration 16Q: 3 clusters Score -2592256 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -2592505.750000 Penalty: 2965.263916
	Iteration 17Q: 3 clusters Score -2592506 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -2592694.000000 Penalty: 2965.263916
	Iteration 18Q: 3 clusters Score -2592694 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -2592800.750000 Penalty: 2965.263916
	Iteration 19Q: 3 clusters Score -2592801 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -2592904.000000 Penalty: 2965.263916
	Iteration 20F: 3 clusters Score -2592904 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -2592987.500000 Penalty: 2965.263916
	Iteration 21Q: 3 clusters Score -2592988 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -2593046.250000 Penalty: 2965.263916
	Iteration 22Q: 3 clusters Score -2593046 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -2593096.000000 Penalty: 2965.263916
	Iteration 23Q: 3 clusters Score -2593096 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 19445 members 
Entering Unmasked Estep 
Score: -2593137.750000 Penalty: 2965.263916
	Iteration 24Q: 3 clusters Score -2593138 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -2593191.000000 Penalty: 2965.263916
	Iteration 25Q: 3 clusters Score -2593191 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -2593224.750000 Penalty: 2965.263916
	Iteration 26Q: 3 clusters Score -2593225 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -2593254.250000 Penalty: 2965.263916
	Iteration 27Q: 3 clusters Score -2593254 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 19758 members 
Entering Unmasked Estep 
Score: -2593279.000000 Penalty: 2965.263916
	Iteration 28Q: 3 clusters Score -2593279 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -2593306.250000 Penalty: 2965.263916
	Iteration 29Q: 3 clusters Score -2593306 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -2593316.750000 Penalty: 2965.263916
	Iteration 30Q: 3 clusters Score -2593317 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
Score: -2593318.750000 Penalty: 2965.263916
	Iteration 31Q: 3 clusters Score -2593319 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 19917 members 
Entering Unmasked Estep 
Score: -2593325.250000 Penalty: 2965.263916
	Iteration 32Q: 3 clusters Score -2593325 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 19938 members 
Entering Unmasked Estep 
Score: -2593330.250000 Penalty: 2965.263916
	Iteration 33Q: 3 clusters Score -2593330 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 19966 members 
Entering Unmasked Estep 
Score: -2593338.750000 Penalty: 2965.263916
	Iteration 34Q: 3 clusters Score -2593339 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -2593351.250000 Penalty: 2965.263916
	Iteration 35Q: 3 clusters Score -2593351 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -2593361.500000 Penalty: 2965.263916
	Iteration 36Q: 3 clusters Score -2593362 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -2593363.750000 Penalty: 2965.263916
	Iteration 37Q: 3 clusters Score -2593364 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -2593368.000000 Penalty: 2965.263916
	Iteration 38Q: 3 clusters Score -2593368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -2593370.500000 Penalty: 2965.263916
	Iteration 39Q: 3 clusters Score -2593370 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -2593378.500000 Penalty: 2965.263916
	Iteration 40F: 3 clusters Score -2593378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -2593387.000000 Penalty: 2965.263916
	Iteration 41Q: 3 clusters Score -2593387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -2593386.000000 Penalty: 2965.263916
	Iteration 42Q: 3 clusters Score -2593386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 20092 members 
Entering Unmasked Estep 
Score: -2593389.750000 Penalty: 2965.263916
	Iteration 43Q: 3 clusters Score -2593390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 20100 members 
Entering Unmasked Estep 
Score: -2593393.750000 Penalty: 2965.263916
	Iteration 44Q: 3 clusters Score -2593394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -2593394.500000 Penalty: 2965.263916
	Iteration 45Q: 3 clusters Score -2593394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -2593394.500000 Penalty: 2965.263916
	Iteration 46F: 3 clusters Score -2593394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Entering Unmasked Estep 
Score: -22175.480469 Penalty: 829.136536
	Iteration 0F: 2 clusters Score -22175.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -21580.781250 Penalty: 1658.273071
	Iteration 0F: 3 clusters Score -21580.78 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -21758.570312 Penalty: 1658.273071
	Iteration 1F: 3 clusters Score -21758.57 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -21859.712891 Penalty: 1658.273071
	Iteration 2F: 3 clusters Score -21859.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -21902.501953 Penalty: 1658.273071
	Iteration 3Q: 3 clusters Score -21902.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -21927.763672 Penalty: 1658.273071
	Iteration 4Q: 3 clusters Score -21927.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -21960.085938 Penalty: 1658.273071
	Iteration 5Q: 3 clusters Score -21960.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -22029.765625 Penalty: 1658.273071
	Iteration 6Q: 3 clusters Score -22029.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -22034.027344 Penalty: 1658.273071
	Iteration 7Q: 3 clusters Score -22034.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -22034.027344 Penalty: 1658.273071
	Iteration 8F: 3 clusters Score -22034.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Entering Unmasked Estep 
Score: -38033.441406 Penalty: 892.641785
	Iteration 0F: 2 clusters Score -38033.44 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 197 members 
Entering Unmasked Estep 
Score: -37200.597656 Penalty: 1785.283569
	Iteration 0F: 3 clusters Score -37200.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -37356.128906 Penalty: 1785.283569
	Iteration 1F: 3 clusters Score -37356.13 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -37427.511719 Penalty: 1785.283569
	Iteration 2Q: 3 clusters Score -37427.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -37456.433594 Penalty: 1785.283569
	Iteration 3Q: 3 clusters Score -37456.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -37469.382812 Penalty: 1785.283569
	Iteration 4Q: 3 clusters Score -37469.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -37483.265625 Penalty: 1785.283569
	Iteration 5Q: 3 clusters Score -37483.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -37502.316406 Penalty: 1785.283569
	Iteration 6Q: 3 clusters Score -37502.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -37536.972656 Penalty: 1785.283569
	Iteration 7Q: 3 clusters Score -37536.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -37559.863281 Penalty: 1785.283569
	Iteration 8Q: 3 clusters Score -37559.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -37572.699219 Penalty: 1785.283569
	Iteration 9Q: 3 clusters Score -37572.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -37583.261719 Penalty: 1785.283569
	Iteration 10Q: 3 clusters Score -37583.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -37589.867188 Penalty: 1785.283569
	Iteration 11Q: 3 clusters Score -37589.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -37593.148438 Penalty: 1785.283569
	Iteration 12Q: 3 clusters Score -37593.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -37593.148438 Penalty: 1785.283569
	Iteration 13F: 3 clusters Score -37593.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (5409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Entering Unmasked Estep 
Score: -685362.250000 Penalty: 1279.057983
	Iteration 0F: 2 clusters Score -685362.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -681436.375000 Penalty: 2558.115967
	Iteration 0F: 3 clusters Score -681436.4 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -682570.250000 Penalty: 2558.115967
	Iteration 1F: 3 clusters Score -682570.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -682773.625000 Penalty: 2558.115967
	Iteration 2F: 3 clusters Score -682773.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -682910.187500 Penalty: 2558.115967
	Iteration 3Q: 3 clusters Score -682910.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -683014.812500 Penalty: 2558.115967
	Iteration 4Q: 3 clusters Score -683014.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -683083.250000 Penalty: 2558.115967
	Iteration 5Q: 3 clusters Score -683083.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -683138.125000 Penalty: 2558.115967
	Iteration 6Q: 3 clusters Score -683138.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -683186.437500 Penalty: 2558.115967
	Iteration 7Q: 3 clusters Score -683186.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -683225.562500 Penalty: 2558.115967
	Iteration 8Q: 3 clusters Score -683225.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -683265.437500 Penalty: 2558.115967
	Iteration 9Q: 3 clusters Score -683265.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -683296.312500 Penalty: 2558.115967
	Iteration 10Q: 3 clusters Score -683296.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -683323.000000 Penalty: 2558.115967
	Iteration 11Q: 3 clusters Score -683323 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -683348.437500 Penalty: 2558.115967
	Iteration 12Q: 3 clusters Score -683348.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -683372.625000 Penalty: 2558.115967
	Iteration 13Q: 3 clusters Score -683372.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -683394.562500 Penalty: 2558.115967
	Iteration 14Q: 3 clusters Score -683394.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -683410.062500 Penalty: 2558.115967
	Iteration 15Q: 3 clusters Score -683410.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -683424.062500 Penalty: 2558.115967
	Iteration 16Q: 3 clusters Score -683424.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -683436.437500 Penalty: 2558.115967
	Iteration 17Q: 3 clusters Score -683436.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -683448.875000 Penalty: 2558.115967
	Iteration 18Q: 3 clusters Score -683448.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -683462.125000 Penalty: 2558.115967
	Iteration 19Q: 3 clusters Score -683462.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -683471.437500 Penalty: 2558.115967
	Iteration 20F: 3 clusters Score -683471.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -683485.375000 Penalty: 2558.115967
	Iteration 21Q: 3 clusters Score -683485.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -683497.625000 Penalty: 2558.115967
	Iteration 22Q: 3 clusters Score -683497.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -683509.437500 Penalty: 2558.115967
	Iteration 23Q: 3 clusters Score -683509.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -683516.312500 Penalty: 2558.115967
	Iteration 24Q: 3 clusters Score -683516.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -683529.125000 Penalty: 2558.115967
	Iteration 25Q: 3 clusters Score -683529.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -683538.312500 Penalty: 2558.115967
	Iteration 26Q: 3 clusters Score -683538.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -683548.312500 Penalty: 2558.115967
	Iteration 27Q: 3 clusters Score -683548.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -683559.000000 Penalty: 2558.115967
	Iteration 28Q: 3 clusters Score -683559 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -683566.062500 Penalty: 2558.115967
	Iteration 29Q: 3 clusters Score -683566.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -683576.125000 Penalty: 2558.115967
	Iteration 30Q: 3 clusters Score -683576.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -683582.250000 Penalty: 2558.115967
	Iteration 31Q: 3 clusters Score -683582.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -683595.000000 Penalty: 2558.115967
	Iteration 32Q: 3 clusters Score -683595 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -683604.062500 Penalty: 2558.115967
	Iteration 33Q: 3 clusters Score -683604.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -683622.250000 Penalty: 2558.115967
	Iteration 34Q: 3 clusters Score -683622.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -683639.125000 Penalty: 2558.115967
	Iteration 35Q: 3 clusters Score -683639.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -683655.187500 Penalty: 2558.115967
	Iteration 36Q: 3 clusters Score -683655.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -683668.812500 Penalty: 2558.115967
	Iteration 37Q: 3 clusters Score -683668.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -683684.750000 Penalty: 2558.115967
	Iteration 38Q: 3 clusters Score -683684.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -683697.125000 Penalty: 2558.115967
	Iteration 39Q: 3 clusters Score -683697.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -683712.000000 Penalty: 2558.115967
	Iteration 40F: 3 clusters Score -683712 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -683728.187500 Penalty: 2558.115967
	Iteration 41Q: 3 clusters Score -683728.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -683740.562500 Penalty: 2558.115967
	Iteration 42Q: 3 clusters Score -683740.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -683759.062500 Penalty: 2558.115967
	Iteration 43Q: 3 clusters Score -683759.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -683775.750000 Penalty: 2558.115967
	Iteration 44Q: 3 clusters Score -683775.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -683795.562500 Penalty: 2558.115967
	Iteration 45Q: 3 clusters Score -683795.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -683821.062500 Penalty: 2558.115967
	Iteration 46Q: 3 clusters Score -683821.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -683852.187500 Penalty: 2558.115967
	Iteration 47Q: 3 clusters Score -683852.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -683882.812500 Penalty: 2558.115967
	Iteration 48Q: 3 clusters Score -683882.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -683906.000000 Penalty: 2558.115967
	Iteration 49Q: 3 clusters Score -683906 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -683936.500000 Penalty: 2558.115967
	Iteration 50Q: 3 clusters Score -683936.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -683962.937500 Penalty: 2558.115967
	Iteration 51Q: 3 clusters Score -683962.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -683980.187500 Penalty: 2558.115967
	Iteration 52Q: 3 clusters Score -683980.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -683993.375000 Penalty: 2558.115967
	Iteration 53Q: 3 clusters Score -683993.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -684010.125000 Penalty: 2558.115967
	Iteration 54Q: 3 clusters Score -684010.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -684022.562500 Penalty: 2558.115967
	Iteration 55Q: 3 clusters Score -684022.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -684033.375000 Penalty: 2558.115967
	Iteration 56Q: 3 clusters Score -684033.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -684037.187500 Penalty: 2558.115967
	Iteration 57Q: 3 clusters Score -684037.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -684049.375000 Penalty: 2558.115967
	Iteration 58Q: 3 clusters Score -684049.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -684061.062500 Penalty: 2558.115967
	Iteration 59Q: 3 clusters Score -684061.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -684073.000000 Penalty: 2558.115967
	Iteration 60F: 3 clusters Score -684073 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -684076.812500 Penalty: 2558.115967
	Iteration 61Q: 3 clusters Score -684076.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -684085.875000 Penalty: 2558.115967
	Iteration 62Q: 3 clusters Score -684085.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -684093.875000 Penalty: 2558.115967
	Iteration 63Q: 3 clusters Score -684093.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -684107.187500 Penalty: 2558.115967
	Iteration 64Q: 3 clusters Score -684107.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -684121.125000 Penalty: 2558.115967
	Iteration 65Q: 3 clusters Score -684121.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -684136.250000 Penalty: 2558.115967
	Iteration 66Q: 3 clusters Score -684136.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -684149.875000 Penalty: 2558.115967
	Iteration 67Q: 3 clusters Score -684149.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -684159.375000 Penalty: 2558.115967
	Iteration 68Q: 3 clusters Score -684159.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -684165.437500 Penalty: 2558.115967
	Iteration 69Q: 3 clusters Score -684165.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -684172.062500 Penalty: 2558.115967
	Iteration 70Q: 3 clusters Score -684172.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -684180.125000 Penalty: 2558.115967
	Iteration 71Q: 3 clusters Score -684180.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -684189.687500 Penalty: 2558.115967
	Iteration 72Q: 3 clusters Score -684189.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -684197.562500 Penalty: 2558.115967
	Iteration 73Q: 3 clusters Score -684197.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -684202.250000 Penalty: 2558.115967
	Iteration 74Q: 3 clusters Score -684202.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -684207.500000 Penalty: 2558.115967
	Iteration 75Q: 3 clusters Score -684207.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -684211.500000 Penalty: 2558.115967
	Iteration 76Q: 3 clusters Score -684211.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -684215.750000 Penalty: 2558.115967
	Iteration 77Q: 3 clusters Score -684215.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -684223.562500 Penalty: 2558.115967
	Iteration 78Q: 3 clusters Score -684223.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -684226.062500 Penalty: 2558.115967
	Iteration 79Q: 3 clusters Score -684226.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -684228.187500 Penalty: 2558.115967
	Iteration 80F: 3 clusters Score -684228.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -684231.437500 Penalty: 2558.115967
	Iteration 81Q: 3 clusters Score -684231.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -684230.937500 Penalty: 2558.115967
	Iteration 82Q: 3 clusters Score -684230.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -684234.250000 Penalty: 2558.115967
	Iteration 83Q: 3 clusters Score -684234.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -684236.687500 Penalty: 2558.115967
	Iteration 84Q: 3 clusters Score -684236.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -684236.625000 Penalty: 2558.115967
	Iteration 85Q: 3 clusters Score -684236.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -684238.937500 Penalty: 2558.115967
	Iteration 86Q: 3 clusters Score -684238.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -684239.375000 Penalty: 2558.115967
	Iteration 87Q: 3 clusters Score -684239.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -684239.375000 Penalty: 2558.115967
	Iteration 88F: 3 clusters Score -684239.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7081 members 
Mstep: Class 4 contains 2797 members 
Mstep: Class 5 contains 58176 members 
Mstep: Class 6 contains 63314 members 
Mstep: Class 7 contains 29087 members 
Mstep: Class 8 contains 11934 members 
Mstep: Class 9 contains 88048 members 
Mstep: Class 10 contains 9345 members 
Mstep: Class 11 contains 3979 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7111 members 
Mstep: Class 14 contains 9960 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 54730 members 
Mstep: Class 17 contains 28681 members 
Mstep: Class 18 contains 42229 members 
Mstep: Class 19 contains 32699 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 90381 members 
Mstep: Class 22 contains 9755 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5757 members 
Mstep: Class 25 contains 5164 members 
Mstep: Class 26 contains 5540 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34592 members 
Mstep: Class 29 contains 5055 members 
Mstep: Class 30 contains 22211 members 
Mstep: Class 31 contains 382 members 
Mstep: Class 32 contains 2886 members 
Mstep: Class 33 contains 21246 members 
Mstep: Class 34 contains 263 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80955344.000000 Penalty: 71836.898438
Iteration 159Q: 37 clusters Score -8.095534e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7081 members 
Mstep: Class 4 contains 2797 members 
Mstep: Class 5 contains 58174 members 
Mstep: Class 6 contains 63314 members 
Mstep: Class 7 contains 29086 members 
Mstep: Class 8 contains 11934 members 
Mstep: Class 9 contains 88046 members 
Mstep: Class 10 contains 9345 members 
Mstep: Class 11 contains 3978 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7111 members 
Mstep: Class 14 contains 9962 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 54730 members 
Mstep: Class 17 contains 28691 members 
Mstep: Class 18 contains 42224 members 
Mstep: Class 19 contains 32695 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 90380 members 
Mstep: Class 22 contains 9756 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5757 members 
Mstep: Class 25 contains 5164 members 
Mstep: Class 26 contains 5540 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34592 members 
Mstep: Class 29 contains 5054 members 
Mstep: Class 30 contains 22211 members 
Mstep: Class 31 contains 382 members 
Mstep: Class 32 contains 2887 members 
Mstep: Class 33 contains 21249 members 
Mstep: Class 34 contains 263 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80955320.000000 Penalty: 71836.898438
Iteration 160F: 37 clusters Score -8.095532e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7081 members 
Mstep: Class 4 contains 2798 members 
Mstep: Class 5 contains 58174 members 
Mstep: Class 6 contains 63313 members 
Mstep: Class 7 contains 29087 members 
Mstep: Class 8 contains 11935 members 
Mstep: Class 9 contains 88042 members 
Mstep: Class 10 contains 9345 members 
Mstep: Class 11 contains 3976 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7111 members 
Mstep: Class 14 contains 9962 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 54731 members 
Mstep: Class 17 contains 28690 members 
Mstep: Class 18 contains 42223 members 
Mstep: Class 19 contains 32694 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 90382 members 
Mstep: Class 22 contains 9757 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5757 members 
Mstep: Class 25 contains 5164 members 
Mstep: Class 26 contains 5540 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34592 members 
Mstep: Class 29 contains 5054 members 
Mstep: Class 30 contains 22211 members 
Mstep: Class 31 contains 382 members 
Mstep: Class 32 contains 2888 members 
Mstep: Class 33 contains 21251 members 
Mstep: Class 34 contains 263 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80955328.000000 Penalty: 71836.898438
Iteration 161Q: 37 clusters Score -8.095533e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7082 members 
Mstep: Class 4 contains 2798 members 
Mstep: Class 5 contains 58176 members 
Mstep: Class 6 contains 63312 members 
Mstep: Class 7 contains 29086 members 
Mstep: Class 8 contains 11935 members 
Mstep: Class 9 contains 88040 members 
Mstep: Class 10 contains 9345 members 
Mstep: Class 11 contains 3977 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7111 members 
Mstep: Class 14 contains 9962 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 54731 members 
Mstep: Class 17 contains 28689 members 
Mstep: Class 18 contains 42222 members 
Mstep: Class 19 contains 32695 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 90379 members 
Mstep: Class 22 contains 9757 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5757 members 
Mstep: Class 25 contains 5163 members 
Mstep: Class 26 contains 5540 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34592 members 
Mstep: Class 29 contains 5054 members 
Mstep: Class 30 contains 22211 members 
Mstep: Class 31 contains 382 members 
Mstep: Class 32 contains 2889 members 
Mstep: Class 33 contains 21255 members 
Mstep: Class 34 contains 263 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80955352.000000 Penalty: 71836.898438
Iteration 162Q: 37 clusters Score -8.095535e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7082 members 
Mstep: Class 4 contains 2798 members 
Mstep: Class 5 contains 58178 members 
Mstep: Class 6 contains 63312 members 
Mstep: Class 7 contains 29086 members 
Mstep: Class 8 contains 11934 members 
Mstep: Class 9 contains 88036 members 
Mstep: Class 10 contains 9345 members 
Mstep: Class 11 contains 3978 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7111 members 
Mstep: Class 14 contains 9962 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 54731 members 
Mstep: Class 17 contains 28691 members 
Mstep: Class 18 contains 42222 members 
Mstep: Class 19 contains 32695 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 90374 members 
Mstep: Class 22 contains 9757 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5757 members 
Mstep: Class 25 contains 5164 members 
Mstep: Class 26 contains 5540 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34592 members 
Mstep: Class 29 contains 5054 members 
Mstep: Class 30 contains 22211 members 
Mstep: Class 31 contains 382 members 
Mstep: Class 32 contains 2891 members 
Mstep: Class 33 contains 21258 members 
Mstep: Class 34 contains 263 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80955384.000000 Penalty: 71836.898438
Iteration 163Q: 37 clusters Score -8.095538e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7082 members 
Mstep: Class 4 contains 2798 members 
Mstep: Class 5 contains 58177 members 
Mstep: Class 6 contains 63312 members 
Mstep: Class 7 contains 29086 members 
Mstep: Class 8 contains 11934 members 
Mstep: Class 9 contains 88032 members 
Mstep: Class 10 contains 9345 members 
Mstep: Class 11 contains 3979 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7111 members 
Mstep: Class 14 contains 9962 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 54730 members 
Mstep: Class 17 contains 28699 members 
Mstep: Class 18 contains 42222 members 
Mstep: Class 19 contains 32694 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 90372 members 
Mstep: Class 22 contains 9758 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5757 members 
Mstep: Class 25 contains 5164 members 
Mstep: Class 26 contains 5540 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34592 members 
Mstep: Class 29 contains 5054 members 
Mstep: Class 30 contains 22211 members 
Mstep: Class 31 contains 382 members 
Mstep: Class 32 contains 2892 members 
Mstep: Class 33 contains 21257 members 
Mstep: Class 34 contains 263 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80955400.000000 Penalty: 71836.898438
Iteration 164Q: 37 clusters Score -8.09554e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7082 members 
Mstep: Class 4 contains 2799 members 
Mstep: Class 5 contains 58179 members 
Mstep: Class 6 contains 63312 members 
Mstep: Class 7 contains 29086 members 
Mstep: Class 8 contains 11934 members 
Mstep: Class 9 contains 88025 members 
Mstep: Class 10 contains 9344 members 
Mstep: Class 11 contains 3981 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7110 members 
Mstep: Class 14 contains 9962 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 54731 members 
Mstep: Class 17 contains 28707 members 
Mstep: Class 18 contains 42222 members 
Mstep: Class 19 contains 32689 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 90372 members 
Mstep: Class 22 contains 9758 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5757 members 
Mstep: Class 25 contains 5163 members 
Mstep: Class 26 contains 5540 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34592 members 
Mstep: Class 29 contains 5054 members 
Mstep: Class 30 contains 22211 members 
Mstep: Class 31 contains 382 members 
Mstep: Class 32 contains 2894 members 
Mstep: Class 33 contains 21257 members 
Mstep: Class 34 contains 263 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80955368.000000 Penalty: 71836.898438
Iteration 165Q: 37 clusters Score -8.095537e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7082 members 
Mstep: Class 4 contains 2799 members 
Mstep: Class 5 contains 58179 members 
Mstep: Class 6 contains 63312 members 
Mstep: Class 7 contains 29085 members 
Mstep: Class 8 contains 11934 members 
Mstep: Class 9 contains 88023 members 
Mstep: Class 10 contains 9344 members 
Mstep: Class 11 contains 3981 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7110 members 
Mstep: Class 14 contains 9962 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 54731 members 
Mstep: Class 17 contains 28710 members 
Mstep: Class 18 contains 42223 members 
Mstep: Class 19 contains 32685 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 90373 members 
Mstep: Class 22 contains 9758 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5757 members 
Mstep: Class 25 contains 5164 members 
Mstep: Class 26 contains 5540 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34592 members 
Mstep: Class 29 contains 5054 members 
Mstep: Class 30 contains 22211 members 
Mstep: Class 31 contains 382 members 
Mstep: Class 32 contains 2896 members 
Mstep: Class 33 contains 21256 members 
Mstep: Class 34 contains 263 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80955400.000000 Penalty: 71836.898438
Iteration 166Q: 37 clusters Score -8.09554e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7082 members 
Mstep: Class 4 contains 2799 members 
Mstep: Class 5 contains 58179 members 
Mstep: Class 6 contains 63312 members 
Mstep: Class 7 contains 29085 members 
Mstep: Class 8 contains 11935 members 
Mstep: Class 9 contains 88020 members 
Mstep: Class 10 contains 9344 members 
Mstep: Class 11 contains 3981 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7110 members 
Mstep: Class 14 contains 9962 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 54731 members 
Mstep: Class 17 contains 28713 members 
Mstep: Class 18 contains 42223 members 
Mstep: Class 19 contains 32682 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 90373 members 
Mstep: Class 22 contains 9759 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5757 members 
Mstep: Class 25 contains 5163 members 
Mstep: Class 26 contains 5540 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34592 members 
Mstep: Class 29 contains 5054 members 
Mstep: Class 30 contains 22211 members 
Mstep: Class 31 contains 382 members 
Mstep: Class 32 contains 2897 members 
Mstep: Class 33 contains 21257 members 
Mstep: Class 34 contains 263 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80955416.000000 Penalty: 71836.898438
Iteration 167Q: 37 clusters Score -8.095542e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7082 members 
Mstep: Class 4 contains 2800 members 
Mstep: Class 5 contains 58178 members 
Mstep: Class 6 contains 63310 members 
Mstep: Class 7 contains 29085 members 
Mstep: Class 8 contains 11936 members 
Mstep: Class 9 contains 88018 members 
Mstep: Class 10 contains 9344 members 
Mstep: Class 11 contains 3980 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7110 members 
Mstep: Class 14 contains 9962 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 54730 members 
Mstep: Class 17 contains 28714 members 
Mstep: Class 18 contains 42222 members 
Mstep: Class 19 contains 32683 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 90372 members 
Mstep: Class 22 contains 9760 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5757 members 
Mstep: Class 25 contains 5163 members 
Mstep: Class 26 contains 5540 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34592 members 
Mstep: Class 29 contains 5054 members 
Mstep: Class 30 contains 22211 members 
Mstep: Class 31 contains 382 members 
Mstep: Class 32 contains 2898 members 
Mstep: Class 33 contains 21260 members 
Mstep: Class 34 contains 263 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80955440.000000 Penalty: 71836.898438
Iteration 168Q: 37 clusters Score -8.095544e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7082 members 
Mstep: Class 4 contains 2800 members 
Mstep: Class 5 contains 58179 members 
Mstep: Class 6 contains 63309 members 
Mstep: Class 7 contains 29085 members 
Mstep: Class 8 contains 11936 members 
Mstep: Class 9 contains 88015 members 
Mstep: Class 10 contains 9343 members 
Mstep: Class 11 contains 3979 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7110 members 
Mstep: Class 14 contains 9962 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 54730 members 
Mstep: Class 17 contains 28720 members 
Mstep: Class 18 contains 42222 members 
Mstep: Class 19 contains 32683 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 90368 members 
Mstep: Class 22 contains 9761 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5757 members 
Mstep: Class 25 contains 5163 members 
Mstep: Class 26 contains 5540 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34592 members 
Mstep: Class 29 contains 5054 members 
Mstep: Class 30 contains 22211 members 
Mstep: Class 31 contains 382 members 
Mstep: Class 32 contains 2899 members 
Mstep: Class 33 contains 21261 members 
Mstep: Class 34 contains 263 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80955416.000000 Penalty: 71836.898438
Iteration 169Q: 37 clusters Score -8.095542e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7082 members 
Mstep: Class 4 contains 2800 members 
Mstep: Class 5 contains 58181 members 
Mstep: Class 6 contains 63308 members 
Mstep: Class 7 contains 29083 members 
Mstep: Class 8 contains 11937 members 
Mstep: Class 9 contains 88011 members 
Mstep: Class 10 contains 9343 members 
Mstep: Class 11 contains 3978 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7110 members 
Mstep: Class 14 contains 9962 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 54730 members 
Mstep: Class 17 contains 28722 members 
Mstep: Class 18 contains 42222 members 
Mstep: Class 19 contains 32682 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 90365 members 
Mstep: Class 22 contains 9763 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5757 members 
Mstep: Class 25 contains 5163 members 
Mstep: Class 26 contains 5540 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34592 members 
Mstep: Class 29 contains 5054 members 
Mstep: Class 30 contains 22211 members 
Mstep: Class 31 contains 382 members 
Mstep: Class 32 contains 2902 members 
Mstep: Class 33 contains 21263 members 
Mstep: Class 34 contains 263 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80955480.000000 Penalty: 71836.898438
Iteration 170Q: 37 clusters Score -8.095548e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7082 members 
Mstep: Class 4 contains 2800 members 
Mstep: Class 5 contains 58183 members 
Mstep: Class 6 contains 63307 members 
Mstep: Class 7 contains 29082 members 
Mstep: Class 8 contains 11937 members 
Mstep: Class 9 contains 88004 members 
Mstep: Class 10 contains 9343 members 
Mstep: Class 11 contains 3977 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7110 members 
Mstep: Class 14 contains 9962 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 54730 members 
Mstep: Class 17 contains 28726 members 
Mstep: Class 18 contains 42222 members 
Mstep: Class 19 contains 32683 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 90365 members 
Mstep: Class 22 contains 9764 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5757 members 
Mstep: Class 25 contains 5163 members 
Mstep: Class 26 contains 5539 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34592 members 
Mstep: Class 29 contains 5054 members 
Mstep: Class 30 contains 22211 members 
Mstep: Class 31 contains 382 members 
Mstep: Class 32 contains 2906 members 
Mstep: Class 33 contains 21262 members 
Mstep: Class 34 contains 263 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80955480.000000 Penalty: 71836.898438
Iteration 171Q: 37 clusters Score -8.095548e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7082 members 
Mstep: Class 4 contains 2800 members 
Mstep: Class 5 contains 58184 members 
Mstep: Class 6 contains 63305 members 
Mstep: Class 7 contains 29083 members 
Mstep: Class 8 contains 11936 members 
Mstep: Class 9 contains 87999 members 
Mstep: Class 10 contains 9343 members 
Mstep: Class 11 contains 3976 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7110 members 
Mstep: Class 14 contains 9962 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 54729 members 
Mstep: Class 17 contains 28733 members 
Mstep: Class 18 contains 42222 members 
Mstep: Class 19 contains 32683 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 90362 members 
Mstep: Class 22 contains 9765 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5757 members 
Mstep: Class 25 contains 5163 members 
Mstep: Class 26 contains 5539 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34592 members 
Mstep: Class 29 contains 5054 members 
Mstep: Class 30 contains 22211 members 
Mstep: Class 31 contains 382 members 
Mstep: Class 32 contains 2910 members 
Mstep: Class 33 contains 21261 members 
Mstep: Class 34 contains 263 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80955456.000000 Penalty: 71836.898438
Iteration 172Q: 37 clusters Score -8.095546e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7082 members 
Mstep: Class 4 contains 2800 members 
Mstep: Class 5 contains 58183 members 
Mstep: Class 6 contains 63305 members 
Mstep: Class 7 contains 29084 members 
Mstep: Class 8 contains 11935 members 
Mstep: Class 9 contains 87998 members 
Mstep: Class 10 contains 9343 members 
Mstep: Class 11 contains 3975 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7110 members 
Mstep: Class 14 contains 9962 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 54728 members 
Mstep: Class 17 contains 28740 members 
Mstep: Class 18 contains 42223 members 
Mstep: Class 19 contains 32681 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 90356 members 
Mstep: Class 22 contains 9764 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5757 members 
Mstep: Class 25 contains 5163 members 
Mstep: Class 26 contains 5539 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34592 members 
Mstep: Class 29 contains 5054 members 
Mstep: Class 30 contains 22211 members 
Mstep: Class 31 contains 382 members 
Mstep: Class 32 contains 2912 members 
Mstep: Class 33 contains 21264 members 
Mstep: Class 34 contains 263 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80955480.000000 Penalty: 71836.898438
Iteration 173Q: 37 clusters Score -8.095548e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7082 members 
Mstep: Class 4 contains 2800 members 
Mstep: Class 5 contains 58177 members 
Mstep: Class 6 contains 63305 members 
Mstep: Class 7 contains 29084 members 
Mstep: Class 8 contains 11934 members 
Mstep: Class 9 contains 87999 members 
Mstep: Class 10 contains 9343 members 
Mstep: Class 11 contains 3974 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7110 members 
Mstep: Class 14 contains 9962 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 54728 members 
Mstep: Class 17 contains 28741 members 
Mstep: Class 18 contains 42223 members 
Mstep: Class 19 contains 32680 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 90357 members 
Mstep: Class 22 contains 9764 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5757 members 
Mstep: Class 25 contains 5163 members 
Mstep: Class 26 contains 5539 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34592 members 
Mstep: Class 29 contains 5054 members 
Mstep: Class 30 contains 22211 members 
Mstep: Class 31 contains 382 members 
Mstep: Class 32 contains 2915 members 
Mstep: Class 33 contains 21267 members 
Mstep: Class 34 contains 263 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80955464.000000 Penalty: 71836.898438
Iteration 174Q: 37 clusters Score -8.095546e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7082 members 
Mstep: Class 4 contains 2800 members 
Mstep: Class 5 contains 58178 members 
Mstep: Class 6 contains 63305 members 
Mstep: Class 7 contains 29083 members 
Mstep: Class 8 contains 11933 members 
Mstep: Class 9 contains 87996 members 
Mstep: Class 10 contains 9343 members 
Mstep: Class 11 contains 3974 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7110 members 
Mstep: Class 14 contains 9962 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 54728 members 
Mstep: Class 17 contains 28744 members 
Mstep: Class 18 contains 42223 members 
Mstep: Class 19 contains 32680 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 90352 members 
Mstep: Class 22 contains 9764 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5757 members 
Mstep: Class 25 contains 5163 members 
Mstep: Class 26 contains 5539 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34592 members 
Mstep: Class 29 contains 5054 members 
Mstep: Class 30 contains 22211 members 
Mstep: Class 31 contains 382 members 
Mstep: Class 32 contains 2917 members 
Mstep: Class 33 contains 21271 members 
Mstep: Class 34 contains 263 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80955464.000000 Penalty: 71836.898438
Iteration 175Q: 37 clusters Score -8.095546e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7082 members 
Mstep: Class 4 contains 2800 members 
Mstep: Class 5 contains 58175 members 
Mstep: Class 6 contains 63304 members 
Mstep: Class 7 contains 29084 members 
Mstep: Class 8 contains 11933 members 
Mstep: Class 9 contains 87992 members 
Mstep: Class 10 contains 9343 members 
Mstep: Class 11 contains 3974 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7110 members 
Mstep: Class 14 contains 9962 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 54727 members 
Mstep: Class 17 contains 28742 members 
Mstep: Class 18 contains 42223 members 
Mstep: Class 19 contains 32679 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 90356 members 
Mstep: Class 22 contains 9764 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5757 members 
Mstep: Class 25 contains 5163 members 
Mstep: Class 26 contains 5539 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34592 members 
Mstep: Class 29 contains 5054 members 
Mstep: Class 30 contains 22211 members 
Mstep: Class 31 contains 382 members 
Mstep: Class 32 contains 2919 members 
Mstep: Class 33 contains 21276 members 
Mstep: Class 34 contains 263 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80955480.000000 Penalty: 71836.898438
Iteration 176Q: 37 clusters Score -8.095548e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7082 members 
Mstep: Class 4 contains 2800 members 
Mstep: Class 5 contains 58176 members 
Mstep: Class 6 contains 63304 members 
Mstep: Class 7 contains 29084 members 
Mstep: Class 8 contains 11934 members 
Mstep: Class 9 contains 87986 members 
Mstep: Class 10 contains 9343 members 
Mstep: Class 11 contains 3974 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7110 members 
Mstep: Class 14 contains 9962 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 54728 members 
Mstep: Class 17 contains 28743 members 
Mstep: Class 18 contains 42222 members 
Mstep: Class 19 contains 32679 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 90353 members 
Mstep: Class 22 contains 9764 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5757 members 
Mstep: Class 25 contains 5163 members 
Mstep: Class 26 contains 5539 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34592 members 
Mstep: Class 29 contains 5054 members 
Mstep: Class 30 contains 22211 members 
Mstep: Class 31 contains 382 members 
Mstep: Class 32 contains 2920 members 
Mstep: Class 33 contains 21281 members 
Mstep: Class 34 contains 263 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80955456.000000 Penalty: 71836.898438
Iteration 177Q: 37 clusters Score -8.095546e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7082 members 
Mstep: Class 4 contains 2800 members 
Mstep: Class 5 contains 58178 members 
Mstep: Class 6 contains 63304 members 
Mstep: Class 7 contains 29082 members 
Mstep: Class 8 contains 11935 members 
Mstep: Class 9 contains 87981 members 
Mstep: Class 10 contains 9343 members 
Mstep: Class 11 contains 3974 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7110 members 
Mstep: Class 14 contains 9962 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 54729 members 
Mstep: Class 17 contains 28746 members 
Mstep: Class 18 contains 42219 members 
Mstep: Class 19 contains 32677 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 90350 members 
Mstep: Class 22 contains 9765 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5757 members 
Mstep: Class 25 contains 5162 members 
Mstep: Class 26 contains 5539 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34592 members 
Mstep: Class 29 contains 5054 members 
Mstep: Class 30 contains 22211 members 
Mstep: Class 31 contains 382 members 
Mstep: Class 32 contains 2920 members 
Mstep: Class 33 contains 21289 members 
Mstep: Class 34 contains 263 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80955464.000000 Penalty: 71836.898438
Iteration 178Q: 37 clusters Score -8.095546e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7082 members 
Mstep: Class 4 contains 2800 members 
Mstep: Class 5 contains 58180 members 
Mstep: Class 6 contains 63304 members 
Mstep: Class 7 contains 29080 members 
Mstep: Class 8 contains 11935 members 
Mstep: Class 9 contains 87977 members 
Mstep: Class 10 contains 9343 members 
Mstep: Class 11 contains 3974 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7110 members 
Mstep: Class 14 contains 9962 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 54731 members 
Mstep: Class 17 contains 28751 members 
Mstep: Class 18 contains 42215 members 
Mstep: Class 19 contains 32672 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 90348 members 
Mstep: Class 22 contains 9765 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5757 members 
Mstep: Class 25 contains 5163 members 
Mstep: Class 26 contains 5539 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34592 members 
Mstep: Class 29 contains 5054 members 
Mstep: Class 30 contains 22211 members 
Mstep: Class 31 contains 382 members 
Mstep: Class 32 contains 2920 members 
Mstep: Class 33 contains 21296 members 
Mstep: Class 34 contains 263 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80955536.000000 Penalty: 71836.898438
Iteration 179Q: 37 clusters Score -8.095554e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7082 members 
Mstep: Class 4 contains 2800 members 
Mstep: Class 5 contains 58182 members 
Mstep: Class 6 contains 63304 members 
Mstep: Class 7 contains 29080 members 
Mstep: Class 8 contains 11935 members 
Mstep: Class 9 contains 87969 members 
Mstep: Class 10 contains 9343 members 
Mstep: Class 11 contains 3974 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7110 members 
Mstep: Class 14 contains 9962 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 54734 members 
Mstep: Class 17 contains 28757 members 
Mstep: Class 18 contains 42211 members 
Mstep: Class 19 contains 32669 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 90349 members 
Mstep: Class 22 contains 9764 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5757 members 
Mstep: Class 25 contains 5163 members 
Mstep: Class 26 contains 5539 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34591 members 
Mstep: Class 29 contains 5053 members 
Mstep: Class 30 contains 22211 members 
Mstep: Class 31 contains 382 members 
Mstep: Class 32 contains 2921 members 
Mstep: Class 33 contains 21301 members 
Mstep: Class 34 contains 263 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80955504.000000 Penalty: 71836.898438
Iteration 180F: 37 clusters Score -8.09555e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7082 members 
Mstep: Class 4 contains 2801 members 
Mstep: Class 5 contains 58183 members 
Mstep: Class 6 contains 63304 members 
Mstep: Class 7 contains 29080 members 
Mstep: Class 8 contains 11934 members 
Mstep: Class 9 contains 87962 members 
Mstep: Class 10 contains 9343 members 
Mstep: Class 11 contains 3974 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7110 members 
Mstep: Class 14 contains 9963 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 54734 members 
Mstep: Class 17 contains 28760 members 
Mstep: Class 18 contains 42210 members 
Mstep: Class 19 contains 32668 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 90347 members 
Mstep: Class 22 contains 9764 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5757 members 
Mstep: Class 25 contains 5163 members 
Mstep: Class 26 contains 5540 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34591 members 
Mstep: Class 29 contains 5053 members 
Mstep: Class 30 contains 22211 members 
Mstep: Class 31 contains 382 members 
Mstep: Class 32 contains 2921 members 
Mstep: Class 33 contains 21306 members 
Mstep: Class 34 contains 263 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80955456.000000 Penalty: 71836.898438
Iteration 181Q: 37 clusters Score -8.095546e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7082 members 
Mstep: Class 4 contains 2801 members 
Mstep: Class 5 contains 58181 members 
Mstep: Class 6 contains 63304 members 
Mstep: Class 7 contains 29080 members 
Mstep: Class 8 contains 11933 members 
Mstep: Class 9 contains 87956 members 
Mstep: Class 10 contains 9343 members 
Mstep: Class 11 contains 3974 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7110 members 
Mstep: Class 14 contains 9963 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 54735 members 
Mstep: Class 17 contains 28764 members 
Mstep: Class 18 contains 42207 members 
Mstep: Class 19 contains 32666 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 90350 members 
Mstep: Class 22 contains 9764 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5757 members 
Mstep: Class 25 contains 5163 members 
Mstep: Class 26 contains 5539 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34591 members 
Mstep: Class 29 contains 5053 members 
Mstep: Class 30 contains 22211 members 
Mstep: Class 31 contains 382 members 
Mstep: Class 32 contains 2924 members 
Mstep: Class 33 contains 21310 members 
Mstep: Class 34 contains 263 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80955456.000000 Penalty: 71836.898438
Iteration 182Q: 37 clusters Score -8.095546e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7082 members 
Mstep: Class 4 contains 2801 members 
Mstep: Class 5 contains 58177 members 
Mstep: Class 6 contains 63304 members 
Mstep: Class 7 contains 29080 members 
Mstep: Class 8 contains 11933 members 
Mstep: Class 9 contains 87955 members 
Mstep: Class 10 contains 9343 members 
Mstep: Class 11 contains 3974 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7110 members 
Mstep: Class 14 contains 9963 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 54735 members 
Mstep: Class 17 contains 28767 members 
Mstep: Class 18 contains 42207 members 
Mstep: Class 19 contains 32666 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 90350 members 
Mstep: Class 22 contains 9764 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5757 members 
Mstep: Class 25 contains 5163 members 
Mstep: Class 26 contains 5539 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34591 members 
Mstep: Class 29 contains 5053 members 
Mstep: Class 30 contains 22211 members 
Mstep: Class 31 contains 382 members 
Mstep: Class 32 contains 2924 members 
Mstep: Class 33 contains 21312 members 
Mstep: Class 34 contains 263 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80955424.000000 Penalty: 71836.898438
Iteration 183Q: 37 clusters Score -8.095542e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7082 members 
Mstep: Class 4 contains 2801 members 
Mstep: Class 5 contains 58177 members 
Mstep: Class 6 contains 63304 members 
Mstep: Class 7 contains 29080 members 
Mstep: Class 8 contains 11933 members 
Mstep: Class 9 contains 87953 members 
Mstep: Class 10 contains 9343 members 
Mstep: Class 11 contains 3974 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7110 members 
Mstep: Class 14 contains 9963 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 54735 members 
Mstep: Class 17 contains 28768 members 
Mstep: Class 18 contains 42207 members 
Mstep: Class 19 contains 32665 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 90348 members 
Mstep: Class 22 contains 9764 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5757 members 
Mstep: Class 25 contains 5164 members 
Mstep: Class 26 contains 5539 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34591 members 
Mstep: Class 29 contains 5053 members 
Mstep: Class 30 contains 22211 members 
Mstep: Class 31 contains 382 members 
Mstep: Class 32 contains 2924 members 
Mstep: Class 33 contains 21315 members 
Mstep: Class 34 contains 263 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80955448.000000 Penalty: 71836.898438
Iteration 184Q: 37 clusters Score -8.095545e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7082 members 
Mstep: Class 4 contains 2801 members 
Mstep: Class 5 contains 58176 members 
Mstep: Class 6 contains 63304 members 
Mstep: Class 7 contains 29080 members 
Mstep: Class 8 contains 11932 members 
Mstep: Class 9 contains 87952 members 
Mstep: Class 10 contains 9343 members 
Mstep: Class 11 contains 3974 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7110 members 
Mstep: Class 14 contains 9963 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 54735 members 
Mstep: Class 17 contains 28770 members 
Mstep: Class 18 contains 42207 members 
Mstep: Class 19 contains 32664 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 90347 members 
Mstep: Class 22 contains 9764 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5757 members 
Mstep: Class 25 contains 5168 members 
Mstep: Class 26 contains 5539 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34591 members 
Mstep: Class 29 contains 5053 members 
Mstep: Class 30 contains 22211 members 
Mstep: Class 31 contains 382 members 
Mstep: Class 32 contains 2924 members 
Mstep: Class 33 contains 21314 members 
Mstep: Class 34 contains 263 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80955448.000000 Penalty: 71836.898438
Iteration 185Q: 37 clusters Score -8.095545e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7082 members 
Mstep: Class 4 contains 2801 members 
Mstep: Class 5 contains 58174 members 
Mstep: Class 6 contains 63304 members 
Mstep: Class 7 contains 29080 members 
Mstep: Class 8 contains 11933 members 
Mstep: Class 9 contains 87950 members 
Mstep: Class 10 contains 9343 members 
Mstep: Class 11 contains 3974 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7110 members 
Mstep: Class 14 contains 9963 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 54735 members 
Mstep: Class 17 contains 28773 members 
Mstep: Class 18 contains 42203 members 
Mstep: Class 19 contains 32664 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 90346 members 
Mstep: Class 22 contains 9764 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5757 members 
Mstep: Class 25 contains 5168 members 
Mstep: Class 26 contains 5539 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34591 members 
Mstep: Class 29 contains 5053 members 
Mstep: Class 30 contains 22211 members 
Mstep: Class 31 contains 382 members 
Mstep: Class 32 contains 2923 members 
Mstep: Class 33 contains 21320 members 
Mstep: Class 34 contains 263 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80955504.000000 Penalty: 71836.898438
Iteration 186Q: 37 clusters Score -8.09555e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7082 members 
Mstep: Class 4 contains 2801 members 
Mstep: Class 5 contains 58174 members 
Mstep: Class 6 contains 63304 members 
Mstep: Class 7 contains 29080 members 
Mstep: Class 8 contains 11933 members 
Mstep: Class 9 contains 87947 members 
Mstep: Class 10 contains 9343 members 
Mstep: Class 11 contains 3974 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7110 members 
Mstep: Class 14 contains 9963 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 54736 members 
Mstep: Class 17 contains 28776 members 
Mstep: Class 18 contains 42201 members 
Mstep: Class 19 contains 32664 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 90344 members 
Mstep: Class 22 contains 9764 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5757 members 
Mstep: Class 25 contains 5170 members 
Mstep: Class 26 contains 5539 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34591 members 
Mstep: Class 29 contains 5054 members 
Mstep: Class 30 contains 22211 members 
Mstep: Class 31 contains 382 members 
Mstep: Class 32 contains 2922 members 
Mstep: Class 33 contains 21321 members 
Mstep: Class 34 contains 263 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80955496.000000 Penalty: 71836.898438
Iteration 187Q: 37 clusters Score -8.09555e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7082 members 
Mstep: Class 4 contains 2799 members 
Mstep: Class 5 contains 58173 members 
Mstep: Class 6 contains 63304 members 
Mstep: Class 7 contains 29080 members 
Mstep: Class 8 contains 11932 members 
Mstep: Class 9 contains 87947 members 
Mstep: Class 10 contains 9343 members 
Mstep: Class 11 contains 3974 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7110 members 
Mstep: Class 14 contains 9963 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 54736 members 
Mstep: Class 17 contains 28780 members 
Mstep: Class 18 contains 42200 members 
Mstep: Class 19 contains 32664 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 90341 members 
Mstep: Class 22 contains 9764 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5757 members 
Mstep: Class 25 contains 5173 members 
Mstep: Class 26 contains 5539 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34591 members 
Mstep: Class 29 contains 5055 members 
Mstep: Class 30 contains 22211 members 
Mstep: Class 31 contains 382 members 
Mstep: Class 32 contains 2922 members 
Mstep: Class 33 contains 21321 members 
Mstep: Class 34 contains 263 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80955504.000000 Penalty: 71836.898438
Iteration 188Q: 37 clusters Score -8.09555e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7082 members 
Mstep: Class 4 contains 2799 members 
Mstep: Class 5 contains 58174 members 
Mstep: Class 6 contains 63304 members 
Mstep: Class 7 contains 29080 members 
Mstep: Class 8 contains 11933 members 
Mstep: Class 9 contains 87946 members 
Mstep: Class 10 contains 9343 members 
Mstep: Class 11 contains 3974 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7110 members 
Mstep: Class 14 contains 9963 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 54735 members 
Mstep: Class 17 contains 28784 members 
Mstep: Class 18 contains 42199 members 
Mstep: Class 19 contains 32663 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 90342 members 
Mstep: Class 22 contains 9764 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5757 members 
Mstep: Class 25 contains 5174 members 
Mstep: Class 26 contains 5539 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34591 members 
Mstep: Class 29 contains 5055 members 
Mstep: Class 30 contains 22211 members 
Mstep: Class 31 contains 382 members 
Mstep: Class 32 contains 2922 members 
Mstep: Class 33 contains 21317 members 
Mstep: Class 34 contains 263 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80955520.000000 Penalty: 71836.898438
Iteration 189Q: 37 clusters Score -8.095552e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7082 members 
Mstep: Class 4 contains 2799 members 
Mstep: Class 5 contains 58175 members 
Mstep: Class 6 contains 63304 members 
Mstep: Class 7 contains 29081 members 
Mstep: Class 8 contains 11936 members 
Mstep: Class 9 contains 87945 members 
Mstep: Class 10 contains 9343 members 
Mstep: Class 11 contains 3974 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7110 members 
Mstep: Class 14 contains 9962 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 54735 members 
Mstep: Class 17 contains 28786 members 
Mstep: Class 18 contains 42199 members 
Mstep: Class 19 contains 32662 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 90339 members 
Mstep: Class 22 contains 9763 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5757 members 
Mstep: Class 25 contains 5175 members 
Mstep: Class 26 contains 5538 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34591 members 
Mstep: Class 29 contains 5054 members 
Mstep: Class 30 contains 22211 members 
Mstep: Class 31 contains 382 members 
Mstep: Class 32 contains 2922 members 
Mstep: Class 33 contains 21318 members 
Mstep: Class 34 contains 263 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80955520.000000 Penalty: 71836.898438
Iteration 190Q: 37 clusters Score -8.095552e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7082 members 
Mstep: Class 4 contains 2799 members 
Mstep: Class 5 contains 58175 members 
Mstep: Class 6 contains 63303 members 
Mstep: Class 7 contains 29080 members 
Mstep: Class 8 contains 11937 members 
Mstep: Class 9 contains 87943 members 
Mstep: Class 10 contains 9343 members 
Mstep: Class 11 contains 3973 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7110 members 
Mstep: Class 14 contains 9963 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 54735 members 
Mstep: Class 17 contains 28793 members 
Mstep: Class 18 contains 42197 members 
Mstep: Class 19 contains 32659 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 90339 members 
Mstep: Class 22 contains 9763 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5757 members 
Mstep: Class 25 contains 5175 members 
Mstep: Class 26 contains 5536 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34591 members 
Mstep: Class 29 contains 5055 members 
Mstep: Class 30 contains 22211 members 
Mstep: Class 31 contains 382 members 
Mstep: Class 32 contains 2922 members 
Mstep: Class 33 contains 21319 members 
Mstep: Class 34 contains 263 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80955512.000000 Penalty: 71836.898438
Iteration 191Q: 37 clusters Score -8.095551e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7082 members 
Mstep: Class 4 contains 2799 members 
Mstep: Class 5 contains 58175 members 
Mstep: Class 6 contains 63302 members 
Mstep: Class 7 contains 29081 members 
Mstep: Class 8 contains 11937 members 
Mstep: Class 9 contains 87944 members 
Mstep: Class 10 contains 9343 members 
Mstep: Class 11 contains 3973 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7110 members 
Mstep: Class 14 contains 9963 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 54736 members 
Mstep: Class 17 contains 28796 members 
Mstep: Class 18 contains 42196 members 
Mstep: Class 19 contains 32655 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 90337 members 
Mstep: Class 22 contains 9763 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5757 members 
Mstep: Class 25 contains 5175 members 
Mstep: Class 26 contains 5535 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34591 members 
Mstep: Class 29 contains 5055 members 
Mstep: Class 30 contains 22211 members 
Mstep: Class 31 contains 382 members 
Mstep: Class 32 contains 2922 members 
Mstep: Class 33 contains 21322 members 
Mstep: Class 34 contains 263 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80955472.000000 Penalty: 71836.898438
Iteration 192Q: 37 clusters Score -8.095547e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7082 members 
Mstep: Class 4 contains 2799 members 
Mstep: Class 5 contains 58173 members 
Mstep: Class 6 contains 63300 members 
Mstep: Class 7 contains 29083 members 
Mstep: Class 8 contains 11937 members 
Mstep: Class 9 contains 87943 members 
Mstep: Class 10 contains 9343 members 
Mstep: Class 11 contains 3973 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7110 members 
Mstep: Class 14 contains 9963 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 54736 members 
Mstep: Class 17 contains 28795 members 
Mstep: Class 18 contains 42196 members 
Mstep: Class 19 contains 32655 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 90338 members 
Mstep: Class 22 contains 9763 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5757 members 
Mstep: Class 25 contains 5175 members 
Mstep: Class 26 contains 5535 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34591 members 
Mstep: Class 29 contains 5056 members 
Mstep: Class 30 contains 22211 members 
Mstep: Class 31 contains 382 members 
Mstep: Class 32 contains 2922 members 
Mstep: Class 33 contains 21324 members 
Mstep: Class 34 contains 263 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80955464.000000 Penalty: 71836.898438
Iteration 193Q: 37 clusters Score -8.095546e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7082 members 
Mstep: Class 4 contains 2799 members 
Mstep: Class 5 contains 58170 members 
Mstep: Class 6 contains 63299 members 
Mstep: Class 7 contains 29084 members 
Mstep: Class 8 contains 11937 members 
Mstep: Class 9 contains 87943 members 
Mstep: Class 10 contains 9343 members 
Mstep: Class 11 contains 3973 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7110 members 
Mstep: Class 14 contains 9963 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 54736 members 
Mstep: Class 17 contains 28795 members 
Mstep: Class 18 contains 42196 members 
Mstep: Class 19 contains 32655 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 90341 members 
Mstep: Class 22 contains 9763 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5757 members 
Mstep: Class 25 contains 5175 members 
Mstep: Class 26 contains 5535 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34591 members 
Mstep: Class 29 contains 5056 members 
Mstep: Class 30 contains 22211 members 
Mstep: Class 31 contains 382 members 
Mstep: Class 32 contains 2922 members 
Mstep: Class 33 contains 21324 members 
Mstep: Class 34 contains 263 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80955456.000000 Penalty: 71836.898438
Iteration 194Q: 37 clusters Score -8.095546e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7082 members 
Mstep: Class 4 contains 2799 members 
Mstep: Class 5 contains 58165 members 
Mstep: Class 6 contains 63299 members 
Mstep: Class 7 contains 29084 members 
Mstep: Class 8 contains 11937 members 
Mstep: Class 9 contains 87945 members 
Mstep: Class 10 contains 9343 members 
Mstep: Class 11 contains 3973 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7110 members 
Mstep: Class 14 contains 9963 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 54735 members 
Mstep: Class 17 contains 28797 members 
Mstep: Class 18 contains 42196 members 
Mstep: Class 19 contains 32654 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 90344 members 
Mstep: Class 22 contains 9763 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5757 members 
Mstep: Class 25 contains 5175 members 
Mstep: Class 26 contains 5535 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34591 members 
Mstep: Class 29 contains 5056 members 
Mstep: Class 30 contains 22211 members 
Mstep: Class 31 contains 382 members 
Mstep: Class 32 contains 2922 members 
Mstep: Class 33 contains 21324 members 
Mstep: Class 34 contains 263 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80955472.000000 Penalty: 71836.898438
Iteration 195Q: 37 clusters Score -8.095547e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7082 members 
Mstep: Class 4 contains 2799 members 
Mstep: Class 5 contains 58164 members 
Mstep: Class 6 contains 63299 members 
Mstep: Class 7 contains 29084 members 
Mstep: Class 8 contains 11937 members 
Mstep: Class 9 contains 87947 members 
Mstep: Class 10 contains 9343 members 
Mstep: Class 11 contains 3973 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7110 members 
Mstep: Class 14 contains 9963 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 54734 members 
Mstep: Class 17 contains 28796 members 
Mstep: Class 18 contains 42196 members 
Mstep: Class 19 contains 32654 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 90344 members 
Mstep: Class 22 contains 9763 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5757 members 
Mstep: Class 25 contains 5175 members 
Mstep: Class 26 contains 5535 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34591 members 
Mstep: Class 29 contains 5056 members 
Mstep: Class 30 contains 22211 members 
Mstep: Class 31 contains 382 members 
Mstep: Class 32 contains 2923 members 
Mstep: Class 33 contains 21324 members 
Mstep: Class 34 contains 263 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80955504.000000 Penalty: 71836.898438
Iteration 196Q: 37 clusters Score -8.09555e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7082 members 
Mstep: Class 4 contains 2799 members 
Mstep: Class 5 contains 58163 members 
Mstep: Class 6 contains 63299 members 
Mstep: Class 7 contains 29084 members 
Mstep: Class 8 contains 11937 members 
Mstep: Class 9 contains 87948 members 
Mstep: Class 10 contains 9343 members 
Mstep: Class 11 contains 3973 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7110 members 
Mstep: Class 14 contains 9963 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 54734 members 
Mstep: Class 17 contains 28796 members 
Mstep: Class 18 contains 42196 members 
Mstep: Class 19 contains 32654 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 90344 members 
Mstep: Class 22 contains 9763 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5757 members 
Mstep: Class 25 contains 5175 members 
Mstep: Class 26 contains 5535 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34591 members 
Mstep: Class 29 contains 5056 members 
Mstep: Class 30 contains 22211 members 
Mstep: Class 31 contains 382 members 
Mstep: Class 32 contains 2923 members 
Mstep: Class 33 contains 21324 members 
Mstep: Class 34 contains 263 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80955496.000000 Penalty: 71836.898438
Iteration 197Q: 37 clusters Score -8.09555e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7082 members 
Mstep: Class 4 contains 2799 members 
Mstep: Class 5 contains 58160 members 
Mstep: Class 6 contains 63299 members 
Mstep: Class 7 contains 29084 members 
Mstep: Class 8 contains 11937 members 
Mstep: Class 9 contains 87949 members 
Mstep: Class 10 contains 9343 members 
Mstep: Class 11 contains 3973 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7110 members 
Mstep: Class 14 contains 9963 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 54734 members 
Mstep: Class 17 contains 28796 members 
Mstep: Class 18 contains 42196 members 
Mstep: Class 19 contains 32654 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 90346 members 
Mstep: Class 22 contains 9763 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5757 members 
Mstep: Class 25 contains 5175 members 
Mstep: Class 26 contains 5535 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34591 members 
Mstep: Class 29 contains 5056 members 
Mstep: Class 30 contains 22211 members 
Mstep: Class 31 contains 382 members 
Mstep: Class 32 contains 2923 members 
Mstep: Class 33 contains 21324 members 
Mstep: Class 34 contains 263 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80955480.000000 Penalty: 71836.898438
Iteration 198Q: 37 clusters Score -8.095548e+07 nChanged 5
Entering ConstructFrom: 
Score: -80955480.000000 Penalty: 71836.898438
Entering ConstructFrom: 
Trying to split cluster 1 (4922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Entering Unmasked Estep 
Score: -573931.125000 Penalty: 1265.018799
	Iteration 0F: 2 clusters Score -573931.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -570311.937500 Penalty: 2530.037598
	Iteration 0F: 3 clusters Score -570311.9 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -571390.000000 Penalty: 2530.037598
	Iteration 1F: 3 clusters Score -571390 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -571658.750000 Penalty: 2530.037598
	Iteration 2F: 3 clusters Score -571658.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -571869.250000 Penalty: 2530.037598
	Iteration 3F: 3 clusters Score -571869.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -572054.000000 Penalty: 2530.037598
	Iteration 4Q: 3 clusters Score -572054 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -572258.687500 Penalty: 2530.037598
	Iteration 5Q: 3 clusters Score -572258.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -572487.937500 Penalty: 2530.037598
	Iteration 6Q: 3 clusters Score -572487.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -572718.875000 Penalty: 2530.037598
	Iteration 7F: 3 clusters Score -572718.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -572919.375000 Penalty: 2530.037598
	Iteration 8Q: 3 clusters Score -572919.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -573081.000000 Penalty: 2530.037598
	Iteration 9Q: 3 clusters Score -573081 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -573162.625000 Penalty: 2530.037598
	Iteration 10Q: 3 clusters Score -573162.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -573205.750000 Penalty: 2530.037598
	Iteration 11Q: 3 clusters Score -573205.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -573228.875000 Penalty: 2530.037598
	Iteration 12Q: 3 clusters Score -573228.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -573251.187500 Penalty: 2530.037598
	Iteration 13Q: 3 clusters Score -573251.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -573267.187500 Penalty: 2530.037598
	Iteration 14Q: 3 clusters Score -573267.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -573281.750000 Penalty: 2530.037598
	Iteration 15Q: 3 clusters Score -573281.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -573294.625000 Penalty: 2530.037598
	Iteration 16Q: 3 clusters Score -573294.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -573306.125000 Penalty: 2530.037598
	Iteration 17Q: 3 clusters Score -573306.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -573314.625000 Penalty: 2530.037598
	Iteration 18Q: 3 clusters Score -573314.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -573320.875000 Penalty: 2530.037598
	Iteration 19Q: 3 clusters Score -573320.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -573325.500000 Penalty: 2530.037598
	Iteration 20F: 3 clusters Score -573325.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -573328.750000 Penalty: 2530.037598
	Iteration 21Q: 3 clusters Score -573328.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -573328.875000 Penalty: 2530.037598
	Iteration 22Q: 3 clusters Score -573328.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -573331.687500 Penalty: 2530.037598
	Iteration 23Q: 3 clusters Score -573331.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -573334.562500 Penalty: 2530.037598
	Iteration 24Q: 3 clusters Score -573334.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -573334.687500 Penalty: 2530.037598
	Iteration 25Q: 3 clusters Score -573334.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -573334.687500 Penalty: 2530.037598
	Iteration 26F: 3 clusters Score -573334.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -47565.976562 Penalty: 936.185547
	Iteration 0F: 2 clusters Score -47565.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -46678.660156 Penalty: 1872.371094
	Iteration 0F: 3 clusters Score -46678.66 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -46926.335938 Penalty: 1872.371094
	Iteration 1F: 3 clusters Score -46926.34 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -47087.648438 Penalty: 1872.371094
	Iteration 2F: 3 clusters Score -47087.65 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -47262.488281 Penalty: 1872.371094
	Iteration 3F: 3 clusters Score -47262.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -47356.183594 Penalty: 1872.371094
	Iteration 4Q: 3 clusters Score -47356.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -47516.308594 Penalty: 1872.371094
	Iteration 5Q: 3 clusters Score -47516.31 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -47596.261719 Penalty: 1872.371094
	Iteration 6Q: 3 clusters Score -47596.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -47630.738281 Penalty: 1872.371094
	Iteration 7Q: 3 clusters Score -47630.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -47654.726562 Penalty: 1872.371094
	Iteration 8Q: 3 clusters Score -47654.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -47698.617188 Penalty: 1872.371094
	Iteration 9Q: 3 clusters Score -47698.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -47749.527344 Penalty: 1872.371094
	Iteration 10Q: 3 clusters Score -47749.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -47767.898438 Penalty: 1872.371094
	Iteration 11Q: 3 clusters Score -47767.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -47773.339844 Penalty: 1872.371094
	Iteration 12Q: 3 clusters Score -47773.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -47785.390625 Penalty: 1872.371094
	Iteration 13Q: 3 clusters Score -47785.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -47789.472656 Penalty: 1872.371094
	Iteration 14Q: 3 clusters Score -47789.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -47791.578125 Penalty: 1872.371094
	Iteration 15Q: 3 clusters Score -47791.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -47791.578125 Penalty: 1872.371094
	Iteration 16F: 3 clusters Score -47791.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 231 members 
Mstep: Class 3 contains 7082 members 
Mstep: Class 4 contains 2799 members 
Mstep: Class 5 contains 58155 members 
Mstep: Class 6 contains 63299 members 
Mstep: Class 7 contains 29084 members 
Mstep: Class 8 contains 11937 members 
Mstep: Class 9 contains 87949 members 
Mstep: Class 10 contains 9343 members 
Mstep: Class 11 contains 3973 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7110 members 
Mstep: Class 14 contains 9963 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 54734 members 
Mstep: Class 17 contains 28796 members 
Mstep: Class 18 contains 42196 members 
Mstep: Class 19 contains 32654 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 90351 members 
Mstep: Class 22 contains 9763 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5757 members 
Mstep: Class 25 contains 5175 members 
Mstep: Class 26 contains 5535 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34591 members 
Mstep: Class 29 contains 5056 members 
Mstep: Class 30 contains 22211 members 
Mstep: Class 31 contains 382 members 
Mstep: Class 32 contains 2923 members 
Mstep: Class 33 contains 21324 members 
Mstep: Class 34 contains 263 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5409 members 
Mstep: Class 37 contains 309 members 
Entering Unmasked Estep 
Score: -80954616.000000 Penalty: 73832.367188
Splitting cluster 2 changes total score from -80955480.000000 to -80954616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (7082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Entering Unmasked Estep 
Score: -898098.250000 Penalty: 1319.158447
	Iteration 0F: 2 clusters Score -898098.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -893239.875000 Penalty: 2638.316895
	Iteration 0F: 3 clusters Score -893239.9 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -894785.750000 Penalty: 2638.316895
	Iteration 1F: 3 clusters Score -894785.8 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -894979.562500 Penalty: 2638.316895
	Iteration 2F: 3 clusters Score -894979.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -895085.250000 Penalty: 2638.316895
	Iteration 3Q: 3 clusters Score -895085.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -895151.812500 Penalty: 2638.316895
	Iteration 4Q: 3 clusters Score -895151.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -895205.312500 Penalty: 2638.316895
	Iteration 5Q: 3 clusters Score -895205.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -895245.125000 Penalty: 2638.316895
	Iteration 6Q: 3 clusters Score -895245.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -895273.625000 Penalty: 2638.316895
	Iteration 7Q: 3 clusters Score -895273.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -895298.625000 Penalty: 2638.316895
	Iteration 8Q: 3 clusters Score -895298.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -895325.125000 Penalty: 2638.316895
	Iteration 9Q: 3 clusters Score -895325.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -895354.500000 Penalty: 2638.316895
	Iteration 10Q: 3 clusters Score -895354.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -895384.437500 Penalty: 2638.316895
	Iteration 11Q: 3 clusters Score -895384.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -895412.750000 Penalty: 2638.316895
	Iteration 12Q: 3 clusters Score -895412.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -895448.000000 Penalty: 2638.316895
	Iteration 13Q: 3 clusters Score -895448 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -895489.000000 Penalty: 2638.316895
	Iteration 14Q: 3 clusters Score -895489 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -895543.500000 Penalty: 2638.316895
	Iteration 15Q: 3 clusters Score -895543.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -895587.187500 Penalty: 2638.316895
	Iteration 16Q: 3 clusters Score -895587.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -895630.562500 Penalty: 2638.316895
	Iteration 17Q: 3 clusters Score -895630.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -895687.750000 Penalty: 2638.316895
	Iteration 18Q: 3 clusters Score -895687.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -895758.500000 Penalty: 2638.316895
	Iteration 19Q: 3 clusters Score -895758.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -895829.062500 Penalty: 2638.316895
	Iteration 20F: 3 clusters Score -895829.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -895898.937500 Penalty: 2638.316895
	Iteration 21Q: 3 clusters Score -895898.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -895984.687500 Penalty: 2638.316895
	Iteration 22Q: 3 clusters Score -895984.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -896065.125000 Penalty: 2638.316895
	Iteration 23Q: 3 clusters Score -896065.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -896154.437500 Penalty: 2638.316895
	Iteration 24Q: 3 clusters Score -896154.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -896263.625000 Penalty: 2638.316895
	Iteration 25Q: 3 clusters Score -896263.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -896379.625000 Penalty: 2638.316895
	Iteration 26Q: 3 clusters Score -896379.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -896476.312500 Penalty: 2638.316895
	Iteration 27Q: 3 clusters Score -896476.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -896567.812500 Penalty: 2638.316895
	Iteration 28Q: 3 clusters Score -896567.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -896649.500000 Penalty: 2638.316895
	Iteration 29Q: 3 clusters Score -896649.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -896715.937500 Penalty: 2638.316895
	Iteration 30Q: 3 clusters Score -896715.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -896760.250000 Penalty: 2638.316895
	Iteration 31Q: 3 clusters Score -896760.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -896807.312500 Penalty: 2638.316895
	Iteration 32Q: 3 clusters Score -896807.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -896843.687500 Penalty: 2638.316895
	Iteration 33Q: 3 clusters Score -896843.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -896875.625000 Penalty: 2638.316895
	Iteration 34Q: 3 clusters Score -896875.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -896908.375000 Penalty: 2638.316895
	Iteration 35Q: 3 clusters Score -896908.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -896931.875000 Penalty: 2638.316895
	Iteration 36Q: 3 clusters Score -896931.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -896954.562500 Penalty: 2638.316895
	Iteration 37Q: 3 clusters Score -896954.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -896973.062500 Penalty: 2638.316895
	Iteration 38Q: 3 clusters Score -896973.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -896987.687500 Penalty: 2638.316895
	Iteration 39Q: 3 clusters Score -896987.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -896999.312500 Penalty: 2638.316895
	Iteration 40F: 3 clusters Score -896999.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -897008.125000 Penalty: 2638.316895
	Iteration 41Q: 3 clusters Score -897008.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -897015.000000 Penalty: 2638.316895
	Iteration 42Q: 3 clusters Score -897015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -897017.500000 Penalty: 2638.316895
	Iteration 43Q: 3 clusters Score -897017.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -897028.375000 Penalty: 2638.316895
	Iteration 44Q: 3 clusters Score -897028.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -897032.500000 Penalty: 2638.316895
	Iteration 45Q: 3 clusters Score -897032.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -897035.125000 Penalty: 2638.316895
	Iteration 46Q: 3 clusters Score -897035.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -897040.437500 Penalty: 2638.316895
	Iteration 47Q: 3 clusters Score -897040.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -897044.625000 Penalty: 2638.316895
	Iteration 48Q: 3 clusters Score -897044.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -897049.062500 Penalty: 2638.316895
	Iteration 49Q: 3 clusters Score -897049.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -897050.625000 Penalty: 2638.316895
	Iteration 50Q: 3 clusters Score -897050.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -897050.687500 Penalty: 2638.316895
	Iteration 51Q: 3 clusters Score -897050.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -897050.687500 Penalty: 2638.316895
	Iteration 52F: 3 clusters Score -897050.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Entering Unmasked Estep 
Score: -304836.000000 Penalty: 1181.028198
	Iteration 0F: 2 clusters Score -304836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -302464.843750 Penalty: 2362.056396
	Iteration 0F: 3 clusters Score -302464.8 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -303254.093750 Penalty: 2362.056396
	Iteration 1F: 3 clusters Score -303254.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -303471.375000 Penalty: 2362.056396
	Iteration 2F: 3 clusters Score -303471.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -303572.625000 Penalty: 2362.056396
	Iteration 3Q: 3 clusters Score -303572.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -303641.312500 Penalty: 2362.056396
	Iteration 4Q: 3 clusters Score -303641.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -303711.593750 Penalty: 2362.056396
	Iteration 5Q: 3 clusters Score -303711.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -303761.843750 Penalty: 2362.056396
	Iteration 6Q: 3 clusters Score -303761.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -303796.375000 Penalty: 2362.056396
	Iteration 7Q: 3 clusters Score -303796.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -303821.000000 Penalty: 2362.056396
	Iteration 8Q: 3 clusters Score -303821 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -303842.031250 Penalty: 2362.056396
	Iteration 9Q: 3 clusters Score -303842 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -303854.718750 Penalty: 2362.056396
	Iteration 10Q: 3 clusters Score -303854.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -303867.812500 Penalty: 2362.056396
	Iteration 11Q: 3 clusters Score -303867.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -303884.375000 Penalty: 2362.056396
	Iteration 12Q: 3 clusters Score -303884.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -303898.031250 Penalty: 2362.056396
	Iteration 13Q: 3 clusters Score -303898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -303903.406250 Penalty: 2362.056396
	Iteration 14Q: 3 clusters Score -303903.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -303911.843750 Penalty: 2362.056396
	Iteration 15Q: 3 clusters Score -303911.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -303923.375000 Penalty: 2362.056396
	Iteration 16Q: 3 clusters Score -303923.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -303932.656250 Penalty: 2362.056396
	Iteration 17Q: 3 clusters Score -303932.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -303943.531250 Penalty: 2362.056396
	Iteration 18Q: 3 clusters Score -303943.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -303960.125000 Penalty: 2362.056396
	Iteration 19Q: 3 clusters Score -303960.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -303977.281250 Penalty: 2362.056396
	Iteration 20F: 3 clusters Score -303977.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -303990.093750 Penalty: 2362.056396
	Iteration 21Q: 3 clusters Score -303990.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -304000.937500 Penalty: 2362.056396
	Iteration 22Q: 3 clusters Score -304000.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -304007.000000 Penalty: 2362.056396
	Iteration 23Q: 3 clusters Score -304007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -304009.187500 Penalty: 2362.056396
	Iteration 24Q: 3 clusters Score -304009.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -304011.687500 Penalty: 2362.056396
	Iteration 25Q: 3 clusters Score -304011.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -304016.500000 Penalty: 2362.056396
	Iteration 26Q: 3 clusters Score -304016.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -304019.031250 Penalty: 2362.056396
	Iteration 27Q: 3 clusters Score -304019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -304021.968750 Penalty: 2362.056396
	Iteration 28Q: 3 clusters Score -304022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -304022.781250 Penalty: 2362.056396
	Iteration 29Q: 3 clusters Score -304022.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -304022.781250 Penalty: 2362.056396
	Iteration 30F: 3 clusters Score -304022.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (58155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58155 members 
Entering Unmasked Estep 
Score: -7567124.000000 Penalty: 1632.465088
	Iteration 0F: 2 clusters Score -7567124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29136 members 
Mstep: Class 2 contains 29019 members 
Entering Unmasked Estep 
Score: -7530619.500000 Penalty: 3264.930176
	Iteration 0F: 3 clusters Score -7530620 nChanged 26995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29195 members 
Mstep: Class 2 contains 28960 members 
Entering Unmasked Estep 
Score: -7545780.000000 Penalty: 3264.930176
	Iteration 1F: 3 clusters Score -7545780 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29180 members 
Mstep: Class 2 contains 28975 members 
Entering Unmasked Estep 
Score: -7546452.000000 Penalty: 3264.930176
	Iteration 2Q: 3 clusters Score -7546452 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29179 members 
Mstep: Class 2 contains 28976 members 
Entering Unmasked Estep 
Score: -7547245.000000 Penalty: 3264.930176
	Iteration 3Q: 3 clusters Score -7547245 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29148 members 
Mstep: Class 2 contains 29007 members 
Entering Unmasked Estep 
Score: -7548019.500000 Penalty: 3264.930176
	Iteration 4Q: 3 clusters Score -7548020 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29074 members 
Mstep: Class 2 contains 29081 members 
Entering Unmasked Estep 
Score: -7548864.000000 Penalty: 3264.930176
	Iteration 5Q: 3 clusters Score -7548864 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28973 members 
Mstep: Class 2 contains 29182 members 
Entering Unmasked Estep 
Score: -7549748.500000 Penalty: 3264.930176
	Iteration 6Q: 3 clusters Score -7549748 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28872 members 
Mstep: Class 2 contains 29283 members 
Entering Unmasked Estep 
Score: -7550799.500000 Penalty: 3264.930176
	Iteration 7Q: 3 clusters Score -7550800 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28734 members 
Mstep: Class 2 contains 29421 members 
Entering Unmasked Estep 
Score: -7552034.000000 Penalty: 3264.930176
	Iteration 8Q: 3 clusters Score -7552034 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28533 members 
Mstep: Class 2 contains 29622 members 
Entering Unmasked Estep 
Score: -7553456.500000 Penalty: 3264.930176
	Iteration 9Q: 3 clusters Score -7553456 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28260 members 
Mstep: Class 2 contains 29895 members 
Entering Unmasked Estep 
Score: -7554949.500000 Penalty: 3264.930176
	Iteration 10Q: 3 clusters Score -7554950 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27881 members 
Mstep: Class 2 contains 30274 members 
Entering Unmasked Estep 
Score: -7556424.500000 Penalty: 3264.930176
	Iteration 11Q: 3 clusters Score -7556424 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27412 members 
Mstep: Class 2 contains 30743 members 
Entering Unmasked Estep 
Score: -7557705.000000 Penalty: 3264.930176
	Iteration 12Q: 3 clusters Score -7557705 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26917 members 
Mstep: Class 2 contains 31238 members 
Entering Unmasked Estep 
Score: -7558530.000000 Penalty: 3264.930176
	Iteration 13Q: 3 clusters Score -7558530 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26369 members 
Mstep: Class 2 contains 31786 members 
Entering Unmasked Estep 
Score: -7559002.000000 Penalty: 3264.930176
	Iteration 14Q: 3 clusters Score -7559002 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25787 members 
Mstep: Class 2 contains 32368 members 
Entering Unmasked Estep 
Score: -7559254.500000 Penalty: 3264.930176
	Iteration 15Q: 3 clusters Score -7559254 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25216 members 
Mstep: Class 2 contains 32939 members 
Entering Unmasked Estep 
Score: -7559417.500000 Penalty: 3264.930176
	Iteration 16Q: 3 clusters Score -7559418 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24658 members 
Mstep: Class 2 contains 33497 members 
Entering Unmasked Estep 
Score: -7559570.500000 Penalty: 3264.930176
	Iteration 17Q: 3 clusters Score -7559570 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24081 members 
Mstep: Class 2 contains 34074 members 
Entering Unmasked Estep 
Score: -7559704.000000 Penalty: 3264.930176
	Iteration 18Q: 3 clusters Score -7559704 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23461 members 
Mstep: Class 2 contains 34694 members 
Entering Unmasked Estep 
Score: -7559816.000000 Penalty: 3264.930176
	Iteration 19Q: 3 clusters Score -7559816 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22786 members 
Mstep: Class 2 contains 35369 members 
Entering Unmasked Estep 
Score: -7559983.000000 Penalty: 3264.930176
	Iteration 20F: 3 clusters Score -7559983 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22061 members 
Mstep: Class 2 contains 36094 members 
Entering Unmasked Estep 
Score: -7560156.500000 Penalty: 3264.930176
	Iteration 21Q: 3 clusters Score -7560156 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 36785 members 
Entering Unmasked Estep 
Score: -7560301.500000 Penalty: 3264.930176
	Iteration 22Q: 3 clusters Score -7560302 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 37496 members 
Entering Unmasked Estep 
Score: -7560519.000000 Penalty: 3264.930176
	Iteration 23Q: 3 clusters Score -7560519 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 38253 members 
Entering Unmasked Estep 
Score: -7560650.500000 Penalty: 3264.930176
	Iteration 24Q: 3 clusters Score -7560650 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 39043 members 
Entering Unmasked Estep 
Score: -7560816.500000 Penalty: 3264.930176
	Iteration 25Q: 3 clusters Score -7560816 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 39882 members 
Entering Unmasked Estep 
Score: -7561053.000000 Penalty: 3264.930176
	Iteration 26Q: 3 clusters Score -7561053 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 40722 members 
Entering Unmasked Estep 
Score: -7561248.500000 Penalty: 3264.930176
	Iteration 27Q: 3 clusters Score -7561248 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 41566 members 
Entering Unmasked Estep 
Score: -7561425.000000 Penalty: 3264.930176
	Iteration 28Q: 3 clusters Score -7561425 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 42412 members 
Entering Unmasked Estep 
Score: -7561579.500000 Penalty: 3264.930176
	Iteration 29Q: 3 clusters Score -7561580 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 43274 members 
Entering Unmasked Estep 
Score: -7561830.000000 Penalty: 3264.930176
	Iteration 30Q: 3 clusters Score -7561830 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 44139 members 
Entering Unmasked Estep 
Score: -7562047.500000 Penalty: 3264.930176
	Iteration 31Q: 3 clusters Score -7562048 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 45009 members 
Entering Unmasked Estep 
Score: -7562291.000000 Penalty: 3264.930176
	Iteration 32Q: 3 clusters Score -7562291 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 45893 members 
Entering Unmasked Estep 
Score: -7562532.500000 Penalty: 3264.930176
	Iteration 33Q: 3 clusters Score -7562532 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 46716 members 
Entering Unmasked Estep 
Score: -7562768.000000 Penalty: 3264.930176
	Iteration 34Q: 3 clusters Score -7562768 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 47503 members 
Entering Unmasked Estep 
Score: -7562988.000000 Penalty: 3264.930176
	Iteration 35Q: 3 clusters Score -7562988 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 48246 members 
Entering Unmasked Estep 
Score: -7563238.500000 Penalty: 3264.930176
	Iteration 36Q: 3 clusters Score -7563238 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 48996 members 
Entering Unmasked Estep 
Score: -7563487.000000 Penalty: 3264.930176
	Iteration 37Q: 3 clusters Score -7563487 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 49705 members 
Entering Unmasked Estep 
Score: -7563783.000000 Penalty: 3264.930176
	Iteration 38Q: 3 clusters Score -7563783 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 50366 members 
Entering Unmasked Estep 
Score: -7564052.500000 Penalty: 3264.930176
	Iteration 39Q: 3 clusters Score -7564052 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 50926 members 
Entering Unmasked Estep 
Score: -7564245.500000 Penalty: 3264.930176
	Iteration 40F: 3 clusters Score -7564246 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 51428 members 
Entering Unmasked Estep 
Score: -7564421.000000 Penalty: 3264.930176
	Iteration 41Q: 3 clusters Score -7564421 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 51896 members 
Entering Unmasked Estep 
Score: -7564582.500000 Penalty: 3264.930176
	Iteration 42Q: 3 clusters Score -7564582 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 52298 members 
Entering Unmasked Estep 
Score: -7564753.000000 Penalty: 3264.930176
	Iteration 43Q: 3 clusters Score -7564753 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 52657 members 
Entering Unmasked Estep 
Score: -7564898.500000 Penalty: 3264.930176
	Iteration 44Q: 3 clusters Score -7564898 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 52984 members 
Entering Unmasked Estep 
Score: -7565053.000000 Penalty: 3264.930176
	Iteration 45Q: 3 clusters Score -7565053 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 53273 members 
Entering Unmasked Estep 
Score: -7565134.500000 Penalty: 3264.930176
	Iteration 46Q: 3 clusters Score -7565134 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 53548 members 
Entering Unmasked Estep 
Score: -7565244.000000 Penalty: 3264.930176
	Iteration 47Q: 3 clusters Score -7565244 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 53784 members 
Entering Unmasked Estep 
Score: -7565285.500000 Penalty: 3264.930176
	Iteration 48Q: 3 clusters Score -7565286 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 53994 members 
Entering Unmasked Estep 
Score: -7565350.500000 Penalty: 3264.930176
	Iteration 49Q: 3 clusters Score -7565350 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 54159 members 
Entering Unmasked Estep 
Score: -7565386.000000 Penalty: 3264.930176
	Iteration 50Q: 3 clusters Score -7565386 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 54310 members 
Entering Unmasked Estep 
Score: -7565417.500000 Penalty: 3264.930176
	Iteration 51Q: 3 clusters Score -7565418 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 54453 members 
Entering Unmasked Estep 
Score: -7565444.000000 Penalty: 3264.930176
	Iteration 52Q: 3 clusters Score -7565444 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 54595 members 
Entering Unmasked Estep 
Score: -7565480.500000 Penalty: 3264.930176
	Iteration 53Q: 3 clusters Score -7565480 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 54742 members 
Entering Unmasked Estep 
Score: -7565497.500000 Penalty: 3264.930176
	Iteration 54Q: 3 clusters Score -7565498 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 54855 members 
Entering Unmasked Estep 
Score: -7565537.500000 Penalty: 3264.930176
	Iteration 55Q: 3 clusters Score -7565538 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 54962 members 
Entering Unmasked Estep 
Score: -7565541.500000 Penalty: 3264.930176
	Iteration 56Q: 3 clusters Score -7565542 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 55062 members 
Entering Unmasked Estep 
Score: -7565576.000000 Penalty: 3264.930176
	Iteration 57Q: 3 clusters Score -7565576 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 55160 members 
Entering Unmasked Estep 
Score: -7565587.500000 Penalty: 3264.930176
	Iteration 58Q: 3 clusters Score -7565588 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 55236 members 
Entering Unmasked Estep 
Score: -7565606.000000 Penalty: 3264.930176
	Iteration 59Q: 3 clusters Score -7565606 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 55311 members 
Entering Unmasked Estep 
Score: -7565631.500000 Penalty: 3264.930176
	Iteration 60F: 3 clusters Score -7565632 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 55383 members 
Entering Unmasked Estep 
Score: -7565630.500000 Penalty: 3264.930176
	Iteration 61Q: 3 clusters Score -7565630 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 55450 members 
Entering Unmasked Estep 
Score: -7565652.500000 Penalty: 3264.930176
	Iteration 62Q: 3 clusters Score -7565652 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 55507 members 
Entering Unmasked Estep 
Score: -7565677.500000 Penalty: 3264.930176
	Iteration 63Q: 3 clusters Score -7565678 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 55550 members 
Entering Unmasked Estep 
Score: -7565680.000000 Penalty: 3264.930176
	Iteration 64Q: 3 clusters Score -7565680 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 55592 members 
Entering Unmasked Estep 
Score: -7565704.500000 Penalty: 3264.930176
	Iteration 65Q: 3 clusters Score -7565704 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 55639 members 
Entering Unmasked Estep 
Score: -7565700.000000 Penalty: 3264.930176
	Iteration 66Q: 3 clusters Score -7565700 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 55675 members 
Entering Unmasked Estep 
Score: -7565712.500000 Penalty: 3264.930176
	Iteration 67Q: 3 clusters Score -7565712 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 55724 members 
Entering Unmasked Estep 
Score: -7565712.500000 Penalty: 3264.930176
	Iteration 68Q: 3 clusters Score -7565712 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 55773 members 
Entering Unmasked Estep 
Score: -7565736.000000 Penalty: 3264.930176
	Iteration 69Q: 3 clusters Score -7565736 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 55826 members 
Entering Unmasked Estep 
Score: -7565740.500000 Penalty: 3264.930176
	Iteration 70Q: 3 clusters Score -7565740 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 55873 members 
Entering Unmasked Estep 
Score: -7565762.000000 Penalty: 3264.930176
	Iteration 71Q: 3 clusters Score -7565762 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 55919 members 
Entering Unmasked Estep 
Score: -7565759.000000 Penalty: 3264.930176
	Iteration 72Q: 3 clusters Score -7565759 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 55954 members 
Entering Unmasked Estep 
Score: -7565776.500000 Penalty: 3264.930176
	Iteration 73Q: 3 clusters Score -7565776 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 55989 members 
Entering Unmasked Estep 
Score: -7565789.500000 Penalty: 3264.930176
	Iteration 74Q: 3 clusters Score -7565790 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 56017 members 
Entering Unmasked Estep 
Score: -7565782.500000 Penalty: 3264.930176
	Iteration 75Q: 3 clusters Score -7565782 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 56046 members 
Entering Unmasked Estep 
Score: -7565798.500000 Penalty: 3264.930176
	Iteration 76Q: 3 clusters Score -7565798 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 56075 members 
Entering Unmasked Estep 
Score: -7565797.000000 Penalty: 3264.930176
	Iteration 77Q: 3 clusters Score -7565797 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 56110 members 
Entering Unmasked Estep 
Score: -7565810.000000 Penalty: 3264.930176
	Iteration 78Q: 3 clusters Score -7565810 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 56149 members 
Entering Unmasked Estep 
Score: -7565832.000000 Penalty: 3264.930176
	Iteration 79Q: 3 clusters Score -7565832 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 56178 members 
Entering Unmasked Estep 
Score: -7565826.500000 Penalty: 3264.930176
	Iteration 80F: 3 clusters Score -7565826 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 56202 members 
Entering Unmasked Estep 
Score: -7565830.500000 Penalty: 3264.930176
	Iteration 81Q: 3 clusters Score -7565830 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 56222 members 
Entering Unmasked Estep 
Score: -7565830.000000 Penalty: 3264.930176
	Iteration 82Q: 3 clusters Score -7565830 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 56242 members 
Entering Unmasked Estep 
Score: -7565824.500000 Penalty: 3264.930176
	Iteration 83Q: 3 clusters Score -7565824 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 56257 members 
Entering Unmasked Estep 
Score: -7565833.500000 Penalty: 3264.930176
	Iteration 84Q: 3 clusters Score -7565834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 56266 members 
Entering Unmasked Estep 
Score: -7565833.000000 Penalty: 3264.930176
	Iteration 85Q: 3 clusters Score -7565833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 56271 members 
Entering Unmasked Estep 
Score: -7565824.500000 Penalty: 3264.930176
	Iteration 86Q: 3 clusters Score -7565824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 56279 members 
Entering Unmasked Estep 
Score: -7565822.000000 Penalty: 3264.930176
	Iteration 87Q: 3 clusters Score -7565822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 56285 members 
Entering Unmasked Estep 
Score: -7565821.500000 Penalty: 3264.930176
	Iteration 88Q: 3 clusters Score -7565822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 56294 members 
Entering Unmasked Estep 
Score: -7565817.000000 Penalty: 3264.930176
	Iteration 89Q: 3 clusters Score -7565817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 56298 members 
Entering Unmasked Estep 
Score: -7565816.000000 Penalty: 3264.930176
	Iteration 90Q: 3 clusters Score -7565816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 56305 members 
Entering Unmasked Estep 
Score: -7565821.500000 Penalty: 3264.930176
	Iteration 91Q: 3 clusters Score -7565822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 56308 members 
Entering Unmasked Estep 
Score: -7565815.000000 Penalty: 3264.930176
	Iteration 92Q: 3 clusters Score -7565815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 56312 members 
Entering Unmasked Estep 
Score: -7565814.500000 Penalty: 3264.930176
	Iteration 93Q: 3 clusters Score -7565814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 56317 members 
Entering Unmasked Estep 
Score: -7565823.500000 Penalty: 3264.930176
	Iteration 94Q: 3 clusters Score -7565824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 56320 members 
Entering Unmasked Estep 
Score: -7565822.500000 Penalty: 3264.930176
	Iteration 95Q: 3 clusters Score -7565822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 56322 members 
Entering Unmasked Estep 
Score: -7565819.000000 Penalty: 3264.930176
	Iteration 96Q: 3 clusters Score -7565819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 56326 members 
Entering Unmasked Estep 
Score: -7565826.000000 Penalty: 3264.930176
	Iteration 97Q: 3 clusters Score -7565826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 56330 members 
Entering Unmasked Estep 
Score: -7565829.500000 Penalty: 3264.930176
	Iteration 98Q: 3 clusters Score -7565830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 56332 members 
Entering Unmasked Estep 
Score: -7565831.000000 Penalty: 3264.930176
	Iteration 99Q: 3 clusters Score -7565831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 56333 members 
Entering Unmasked Estep 
Score: -7565831.500000 Penalty: 3264.930176
	Iteration 100F: 3 clusters Score -7565832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 56334 members 
Entering Unmasked Estep 
Score: -7565832.500000 Penalty: 3264.930176
	Iteration 101Q: 3 clusters Score -7565832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 56334 members 
Entering Unmasked Estep 
Score: -7565832.500000 Penalty: 3264.930176
	Iteration 102F: 3 clusters Score -7565832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (63299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63299 members 
Entering Unmasked Estep 
Score: -7897481.000000 Penalty: 1645.077026
	Iteration 0F: 2 clusters Score -7897481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31650 members 
Mstep: Class 2 contains 31649 members 
Entering Unmasked Estep 
Score: -7858223.500000 Penalty: 3290.154053
	Iteration 0F: 3 clusters Score -7858224 nChanged 29347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32175 members 
Mstep: Class 2 contains 31124 members 
Entering Unmasked Estep 
Score: -7874767.000000 Penalty: 3290.154053
	Iteration 1F: 3 clusters Score -7874767 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32443 members 
Mstep: Class 2 contains 30856 members 
Entering Unmasked Estep 
Score: -7875302.500000 Penalty: 3290.154053
	Iteration 2Q: 3 clusters Score -7875302 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32899 members 
Mstep: Class 2 contains 30400 members 
Entering Unmasked Estep 
Score: -7875936.000000 Penalty: 3290.154053
	Iteration 3Q: 3 clusters Score -7875936 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33554 members 
Mstep: Class 2 contains 29745 members 
Entering Unmasked Estep 
Score: -7876513.500000 Penalty: 3290.154053
	Iteration 4Q: 3 clusters Score -7876514 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34387 members 
Mstep: Class 2 contains 28912 members 
Entering Unmasked Estep 
Score: -7877216.000000 Penalty: 3290.154053
	Iteration 5Q: 3 clusters Score -7877216 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35446 members 
Mstep: Class 2 contains 27853 members 
Entering Unmasked Estep 
Score: -7878053.000000 Penalty: 3290.154053
	Iteration 6Q: 3 clusters Score -7878053 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36876 members 
Mstep: Class 2 contains 26423 members 
Entering Unmasked Estep 
Score: -7879102.000000 Penalty: 3290.154053
	Iteration 7Q: 3 clusters Score -7879102 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38680 members 
Mstep: Class 2 contains 24619 members 
Entering Unmasked Estep 
Score: -7880560.000000 Penalty: 3290.154053
	Iteration 8Q: 3 clusters Score -7880560 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40769 members 
Mstep: Class 2 contains 22530 members 
Entering Unmasked Estep 
Score: -7882428.000000 Penalty: 3290.154053
	Iteration 9F: 3 clusters Score -7882428 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42970 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -7884759.500000 Penalty: 3290.154053
	Iteration 10F: 3 clusters Score -7884760 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44904 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -7887049.500000 Penalty: 3290.154053
	Iteration 11F: 3 clusters Score -7887050 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46369 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -7889042.500000 Penalty: 3290.154053
	Iteration 12Q: 3 clusters Score -7889042 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47375 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -7890525.000000 Penalty: 3290.154053
	Iteration 13Q: 3 clusters Score -7890525 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48134 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -7891447.000000 Penalty: 3290.154053
	Iteration 14Q: 3 clusters Score -7891447 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48744 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -7891897.500000 Penalty: 3290.154053
	Iteration 15Q: 3 clusters Score -7891898 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49252 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -7892175.500000 Penalty: 3290.154053
	Iteration 16Q: 3 clusters Score -7892176 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49744 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -7892339.500000 Penalty: 3290.154053
	Iteration 17Q: 3 clusters Score -7892340 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50208 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -7892481.500000 Penalty: 3290.154053
	Iteration 18Q: 3 clusters Score -7892482 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50697 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -7892608.000000 Penalty: 3290.154053
	Iteration 19Q: 3 clusters Score -7892608 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51185 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -7892751.500000 Penalty: 3290.154053
	Iteration 20F: 3 clusters Score -7892752 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51685 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -7892869.000000 Penalty: 3290.154053
	Iteration 21Q: 3 clusters Score -7892869 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52208 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -7893002.500000 Penalty: 3290.154053
	Iteration 22Q: 3 clusters Score -7893002 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52761 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -7893164.000000 Penalty: 3290.154053
	Iteration 23Q: 3 clusters Score -7893164 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53337 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -7893290.500000 Penalty: 3290.154053
	Iteration 24Q: 3 clusters Score -7893290 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53917 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -7893467.500000 Penalty: 3290.154053
	Iteration 25Q: 3 clusters Score -7893468 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54509 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -7893614.000000 Penalty: 3290.154053
	Iteration 26Q: 3 clusters Score -7893614 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55112 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -7893787.500000 Penalty: 3290.154053
	Iteration 27Q: 3 clusters Score -7893788 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55693 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -7893970.500000 Penalty: 3290.154053
	Iteration 28Q: 3 clusters Score -7893970 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56294 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -7894164.500000 Penalty: 3290.154053
	Iteration 29Q: 3 clusters Score -7894164 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56911 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -7894405.000000 Penalty: 3290.154053
	Iteration 30Q: 3 clusters Score -7894405 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57518 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -7894610.500000 Penalty: 3290.154053
	Iteration 31Q: 3 clusters Score -7894610 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58105 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -7894801.000000 Penalty: 3290.154053
	Iteration 32Q: 3 clusters Score -7894801 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58643 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -7894984.000000 Penalty: 3290.154053
	Iteration 33Q: 3 clusters Score -7894984 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59137 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -7895145.000000 Penalty: 3290.154053
	Iteration 34Q: 3 clusters Score -7895145 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59566 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -7895325.500000 Penalty: 3290.154053
	Iteration 35Q: 3 clusters Score -7895326 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59915 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -7895450.000000 Penalty: 3290.154053
	Iteration 36Q: 3 clusters Score -7895450 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60250 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -7895529.500000 Penalty: 3290.154053
	Iteration 37Q: 3 clusters Score -7895530 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60523 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -7895641.000000 Penalty: 3290.154053
	Iteration 38Q: 3 clusters Score -7895641 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60741 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -7895710.000000 Penalty: 3290.154053
	Iteration 39Q: 3 clusters Score -7895710 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60934 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -7895757.000000 Penalty: 3290.154053
	Iteration 40F: 3 clusters Score -7895757 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61112 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -7895819.000000 Penalty: 3290.154053
	Iteration 41Q: 3 clusters Score -7895819 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61252 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -7895873.500000 Penalty: 3290.154053
	Iteration 42Q: 3 clusters Score -7895874 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61373 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -7895907.000000 Penalty: 3290.154053
	Iteration 43Q: 3 clusters Score -7895907 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61472 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -7895932.000000 Penalty: 3290.154053
	Iteration 44Q: 3 clusters Score -7895932 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61565 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -7895966.000000 Penalty: 3290.154053
	Iteration 45Q: 3 clusters Score -7895966 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61629 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -7895992.500000 Penalty: 3290.154053
	Iteration 46Q: 3 clusters Score -7895992 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61677 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -7896020.000000 Penalty: 3290.154053
	Iteration 47Q: 3 clusters Score -7896020 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61712 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -7896024.000000 Penalty: 3290.154053
	Iteration 48Q: 3 clusters Score -7896024 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61742 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -7896043.500000 Penalty: 3290.154053
	Iteration 49Q: 3 clusters Score -7896044 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61765 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -7896052.000000 Penalty: 3290.154053
	Iteration 50Q: 3 clusters Score -7896052 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61786 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -7896050.500000 Penalty: 3290.154053
	Iteration 51Q: 3 clusters Score -7896050 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61816 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -7896065.500000 Penalty: 3290.154053
	Iteration 52Q: 3 clusters Score -7896066 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61838 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -7896068.500000 Penalty: 3290.154053
	Iteration 53Q: 3 clusters Score -7896068 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61860 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -7896060.500000 Penalty: 3290.154053
	Iteration 54Q: 3 clusters Score -7896060 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61893 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -7896080.500000 Penalty: 3290.154053
	Iteration 55Q: 3 clusters Score -7896080 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61920 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -7896102.000000 Penalty: 3290.154053
	Iteration 56Q: 3 clusters Score -7896102 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61944 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -7896118.500000 Penalty: 3290.154053
	Iteration 57Q: 3 clusters Score -7896118 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61964 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -7896139.500000 Penalty: 3290.154053
	Iteration 58Q: 3 clusters Score -7896140 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61988 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -7896149.500000 Penalty: 3290.154053
	Iteration 59Q: 3 clusters Score -7896150 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62017 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -7896155.500000 Penalty: 3290.154053
	Iteration 60F: 3 clusters Score -7896156 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62037 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -7896181.000000 Penalty: 3290.154053
	Iteration 61Q: 3 clusters Score -7896181 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62054 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -7896179.000000 Penalty: 3290.154053
	Iteration 62Q: 3 clusters Score -7896179 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62073 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -7896206.000000 Penalty: 3290.154053
	Iteration 63Q: 3 clusters Score -7896206 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62093 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -7896206.500000 Penalty: 3290.154053
	Iteration 64Q: 3 clusters Score -7896206 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62104 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -7896211.500000 Penalty: 3290.154053
	Iteration 65Q: 3 clusters Score -7896212 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62125 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -7896237.500000 Penalty: 3290.154053
	Iteration 66Q: 3 clusters Score -7896238 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62150 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -7896253.500000 Penalty: 3290.154053
	Iteration 67Q: 3 clusters Score -7896254 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62176 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -7896252.500000 Penalty: 3290.154053
	Iteration 68Q: 3 clusters Score -7896252 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62190 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -7896267.000000 Penalty: 3290.154053
	Iteration 69Q: 3 clusters Score -7896267 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62205 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -7896281.000000 Penalty: 3290.154053
	Iteration 70Q: 3 clusters Score -7896281 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62216 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -7896291.500000 Penalty: 3290.154053
	Iteration 71Q: 3 clusters Score -7896292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62223 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -7896297.500000 Penalty: 3290.154053
	Iteration 72Q: 3 clusters Score -7896298 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62234 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -7896309.000000 Penalty: 3290.154053
	Iteration 73Q: 3 clusters Score -7896309 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62246 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -7896308.500000 Penalty: 3290.154053
	Iteration 74Q: 3 clusters Score -7896308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62251 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -7896302.500000 Penalty: 3290.154053
	Iteration 75Q: 3 clusters Score -7896302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62256 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -7896308.000000 Penalty: 3290.154053
	Iteration 76Q: 3 clusters Score -7896308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62262 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -7896311.000000 Penalty: 3290.154053
	Iteration 77Q: 3 clusters Score -7896311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62268 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -7896314.000000 Penalty: 3290.154053
	Iteration 78Q: 3 clusters Score -7896314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62274 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -7896318.500000 Penalty: 3290.154053
	Iteration 79Q: 3 clusters Score -7896318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62280 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -7896316.500000 Penalty: 3290.154053
	Iteration 80F: 3 clusters Score -7896316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62289 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -7896327.500000 Penalty: 3290.154053
	Iteration 81Q: 3 clusters Score -7896328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62292 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -7896330.000000 Penalty: 3290.154053
	Iteration 82Q: 3 clusters Score -7896330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62295 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -7896331.500000 Penalty: 3290.154053
	Iteration 83Q: 3 clusters Score -7896332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62296 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -7896326.000000 Penalty: 3290.154053
	Iteration 84Q: 3 clusters Score -7896326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62300 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -7896334.000000 Penalty: 3290.154053
	Iteration 85Q: 3 clusters Score -7896334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62304 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -7896335.000000 Penalty: 3290.154053
	Iteration 86Q: 3 clusters Score -7896335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62308 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -7896329.500000 Penalty: 3290.154053
	Iteration 87Q: 3 clusters Score -7896330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62310 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -7896334.500000 Penalty: 3290.154053
	Iteration 88Q: 3 clusters Score -7896334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62315 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -7896332.000000 Penalty: 3290.154053
	Iteration 89Q: 3 clusters Score -7896332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62318 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -7896337.500000 Penalty: 3290.154053
	Iteration 90Q: 3 clusters Score -7896338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62319 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -7896342.500000 Penalty: 3290.154053
	Iteration 91Q: 3 clusters Score -7896342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62320 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -7896337.000000 Penalty: 3290.154053
	Iteration 92Q: 3 clusters Score -7896337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62321 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -7896344.000000 Penalty: 3290.154053
	Iteration 93Q: 3 clusters Score -7896344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62322 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -7896343.500000 Penalty: 3290.154053
	Iteration 94Q: 3 clusters Score -7896344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62323 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -7896340.000000 Penalty: 3290.154053
	Iteration 95Q: 3 clusters Score -7896340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62324 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -7896339.000000 Penalty: 3290.154053
	Iteration 96Q: 3 clusters Score -7896339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62326 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -7896342.500000 Penalty: 3290.154053
	Iteration 97Q: 3 clusters Score -7896342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62327 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -7896341.000000 Penalty: 3290.154053
	Iteration 98Q: 3 clusters Score -7896341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62328 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -7896347.500000 Penalty: 3290.154053
	Iteration 99Q: 3 clusters Score -7896348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62330 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -7896347.000000 Penalty: 3290.154053
	Iteration 100F: 3 clusters Score -7896347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62332 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -7896351.500000 Penalty: 3290.154053
	Iteration 101Q: 3 clusters Score -7896352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62333 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -7896353.500000 Penalty: 3290.154053
	Iteration 102Q: 3 clusters Score -7896354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62333 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -7896353.500000 Penalty: 3290.154053
	Iteration 103F: 3 clusters Score -7896354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (29084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29084 members 
Entering Unmasked Estep 
Score: -3402375.500000 Penalty: 1529.358032
	Iteration 0F: 2 clusters Score -3402376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -3383356.750000 Penalty: 3058.716064
	Iteration 0F: 3 clusters Score -3383357 nChanged 13116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -3390614.250000 Penalty: 3058.716064
	Iteration 1F: 3 clusters Score -3390614 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -3391219.750000 Penalty: 3058.716064
	Iteration 2F: 3 clusters Score -3391220 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -3391777.750000 Penalty: 3058.716064
	Iteration 3Q: 3 clusters Score -3391778 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -3392418.500000 Penalty: 3058.716064
	Iteration 4Q: 3 clusters Score -3392418 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -3393176.750000 Penalty: 3058.716064
	Iteration 5F: 3 clusters Score -3393177 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -3394110.000000 Penalty: 3058.716064
	Iteration 6F: 3 clusters Score -3394110 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21507 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -3395268.500000 Penalty: 3058.716064
	Iteration 7F: 3 clusters Score -3395268 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23275 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -3396708.000000 Penalty: 3058.716064
	Iteration 8F: 3 clusters Score -3396708 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24978 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -3398237.250000 Penalty: 3058.716064
	Iteration 9F: 3 clusters Score -3398237 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26403 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -3399616.750000 Penalty: 3058.716064
	Iteration 10F: 3 clusters Score -3399617 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27375 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -3400582.500000 Penalty: 3058.716064
	Iteration 11Q: 3 clusters Score -3400582 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27880 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -3401145.750000 Penalty: 3058.716064
	Iteration 12Q: 3 clusters Score -3401146 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28132 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -3401453.500000 Penalty: 3058.716064
	Iteration 13Q: 3 clusters Score -3401454 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28248 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -3401636.000000 Penalty: 3058.716064
	Iteration 14Q: 3 clusters Score -3401636 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28303 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -3401737.250000 Penalty: 3058.716064
	Iteration 15Q: 3 clusters Score -3401737 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28337 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -3401823.250000 Penalty: 3058.716064
	Iteration 16Q: 3 clusters Score -3401823 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28348 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -3401860.250000 Penalty: 3058.716064
	Iteration 17Q: 3 clusters Score -3401860 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28354 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -3401908.000000 Penalty: 3058.716064
	Iteration 18Q: 3 clusters Score -3401908 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28340 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -3401932.000000 Penalty: 3058.716064
	Iteration 19Q: 3 clusters Score -3401932 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28331 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -3401946.750000 Penalty: 3058.716064
	Iteration 20F: 3 clusters Score -3401947 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28312 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -3401965.250000 Penalty: 3058.716064
	Iteration 21Q: 3 clusters Score -3401965 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28307 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -3401980.750000 Penalty: 3058.716064
	Iteration 22Q: 3 clusters Score -3401981 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28298 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -3401989.000000 Penalty: 3058.716064
	Iteration 23Q: 3 clusters Score -3401989 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28286 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -3401995.500000 Penalty: 3058.716064
	Iteration 24Q: 3 clusters Score -3401996 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28277 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -3402003.250000 Penalty: 3058.716064
	Iteration 25Q: 3 clusters Score -3402003 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28266 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -3402008.750000 Penalty: 3058.716064
	Iteration 26Q: 3 clusters Score -3402009 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28262 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -3402016.000000 Penalty: 3058.716064
	Iteration 27Q: 3 clusters Score -3402016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28258 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -3402015.250000 Penalty: 3058.716064
	Iteration 28Q: 3 clusters Score -3402015 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28255 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -3402021.750000 Penalty: 3058.716064
	Iteration 29Q: 3 clusters Score -3402022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28252 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -3402023.500000 Penalty: 3058.716064
	Iteration 30Q: 3 clusters Score -3402024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28251 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -3402024.250000 Penalty: 3058.716064
	Iteration 31Q: 3 clusters Score -3402024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28252 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -3402028.500000 Penalty: 3058.716064
	Iteration 32Q: 3 clusters Score -3402028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28252 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -3402028.500000 Penalty: 3058.716064
	Iteration 33F: 3 clusters Score -3402028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Entering Unmasked Estep 
Score: -1431955.375000 Penalty: 1396.844849
	Iteration 0F: 2 clusters Score -1431955 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1424011.375000 Penalty: 2793.689697
	Iteration 0F: 3 clusters Score -1424011 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1426636.250000 Penalty: 2793.689697
	Iteration 1F: 3 clusters Score -1426636 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1426984.500000 Penalty: 2793.689697
	Iteration 2F: 3 clusters Score -1426984 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1427272.375000 Penalty: 2793.689697
	Iteration 3F: 3 clusters Score -1427272 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1427522.375000 Penalty: 2793.689697
	Iteration 4Q: 3 clusters Score -1427522 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1427760.375000 Penalty: 2793.689697
	Iteration 5Q: 3 clusters Score -1427760 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1427972.625000 Penalty: 2793.689697
	Iteration 6Q: 3 clusters Score -1427973 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1428213.875000 Penalty: 2793.689697
	Iteration 7Q: 3 clusters Score -1428214 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1428468.250000 Penalty: 2793.689697
	Iteration 8Q: 3 clusters Score -1428468 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1428755.625000 Penalty: 2793.689697
	Iteration 9Q: 3 clusters Score -1428756 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1429068.000000 Penalty: 2793.689697
	Iteration 10Q: 3 clusters Score -1429068 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1429360.625000 Penalty: 2793.689697
	Iteration 11Q: 3 clusters Score -1429361 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1429639.375000 Penalty: 2793.689697
	Iteration 12Q: 3 clusters Score -1429639 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1429922.000000 Penalty: 2793.689697
	Iteration 13Q: 3 clusters Score -1429922 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1430168.000000 Penalty: 2793.689697
	Iteration 14Q: 3 clusters Score -1430168 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1430364.875000 Penalty: 2793.689697
	Iteration 15Q: 3 clusters Score -1430365 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1430514.500000 Penalty: 2793.689697
	Iteration 16Q: 3 clusters Score -1430514 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1430649.125000 Penalty: 2793.689697
	Iteration 17Q: 3 clusters Score -1430649 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1430751.500000 Penalty: 2793.689697
	Iteration 18Q: 3 clusters Score -1430752 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1430859.375000 Penalty: 2793.689697
	Iteration 19Q: 3 clusters Score -1430859 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1430933.500000 Penalty: 2793.689697
	Iteration 20F: 3 clusters Score -1430934 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1431012.375000 Penalty: 2793.689697
	Iteration 21Q: 3 clusters Score -1431012 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1431094.000000 Penalty: 2793.689697
	Iteration 22Q: 3 clusters Score -1431094 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1431147.750000 Penalty: 2793.689697
	Iteration 23Q: 3 clusters Score -1431148 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1431189.625000 Penalty: 2793.689697
	Iteration 24Q: 3 clusters Score -1431190 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1431220.250000 Penalty: 2793.689697
	Iteration 25Q: 3 clusters Score -1431220 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1431253.500000 Penalty: 2793.689697
	Iteration 26Q: 3 clusters Score -1431254 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1431276.000000 Penalty: 2793.689697
	Iteration 27Q: 3 clusters Score -1431276 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1431291.750000 Penalty: 2793.689697
	Iteration 28Q: 3 clusters Score -1431292 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1431304.375000 Penalty: 2793.689697
	Iteration 29Q: 3 clusters Score -1431304 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1431319.625000 Penalty: 2793.689697
	Iteration 30Q: 3 clusters Score -1431320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1431325.375000 Penalty: 2793.689697
	Iteration 31Q: 3 clusters Score -1431325 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1431337.000000 Penalty: 2793.689697
	Iteration 32Q: 3 clusters Score -1431337 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1431345.250000 Penalty: 2793.689697
	Iteration 33Q: 3 clusters Score -1431345 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1431356.000000 Penalty: 2793.689697
	Iteration 34Q: 3 clusters Score -1431356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1431358.125000 Penalty: 2793.689697
	Iteration 35Q: 3 clusters Score -1431358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1431362.375000 Penalty: 2793.689697
	Iteration 36Q: 3 clusters Score -1431362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1431365.750000 Penalty: 2793.689697
	Iteration 37Q: 3 clusters Score -1431366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1431366.625000 Penalty: 2793.689697
	Iteration 38Q: 3 clusters Score -1431367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1431365.500000 Penalty: 2793.689697
	Iteration 39Q: 3 clusters Score -1431366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1431366.375000 Penalty: 2793.689697
	Iteration 40F: 3 clusters Score -1431366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1431368.375000 Penalty: 2793.689697
	Iteration 41Q: 3 clusters Score -1431368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1431366.000000 Penalty: 2793.689697
	Iteration 42Q: 3 clusters Score -1431366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1431367.875000 Penalty: 2793.689697
	Iteration 43Q: 3 clusters Score -1431368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1431369.000000 Penalty: 2793.689697
	Iteration 44Q: 3 clusters Score -1431369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1431371.250000 Penalty: 2793.689697
	Iteration 45Q: 3 clusters Score -1431371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1431371.250000 Penalty: 2793.689697
	Iteration 46F: 3 clusters Score -1431371 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (87949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87949 members 
Entering Unmasked Estep 
Score: -11021593.000000 Penalty: 1694.015381
	Iteration 0F: 2 clusters Score -1.102159e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43966 members 
Mstep: Class 2 contains 43983 members 
Entering Unmasked Estep 
Score: -10975860.000000 Penalty: 3388.030762
	Iteration 0F: 3 clusters Score -1.097586e+07 nChanged 41366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44262 members 
Mstep: Class 2 contains 43687 members 
Entering Unmasked Estep 
Score: -10999331.000000 Penalty: 3388.030762
	Iteration 1F: 3 clusters Score -1.099933e+07 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44775 members 
Mstep: Class 2 contains 43174 members 
Entering Unmasked Estep 
Score: -11000101.000000 Penalty: 3388.030762
	Iteration 2Q: 3 clusters Score -1.10001e+07 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45585 members 
Mstep: Class 2 contains 42364 members 
Entering Unmasked Estep 
Score: -11000904.000000 Penalty: 3388.030762
	Iteration 3Q: 3 clusters Score -1.10009e+07 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46803 members 
Mstep: Class 2 contains 41146 members 
Entering Unmasked Estep 
Score: -11001771.000000 Penalty: 3388.030762
	Iteration 4Q: 3 clusters Score -1.100177e+07 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48507 members 
Mstep: Class 2 contains 39442 members 
Entering Unmasked Estep 
Score: -11002748.000000 Penalty: 3388.030762
	Iteration 5Q: 3 clusters Score -1.100275e+07 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50696 members 
Mstep: Class 2 contains 37253 members 
Entering Unmasked Estep 
Score: -11003827.000000 Penalty: 3388.030762
	Iteration 6Q: 3 clusters Score -1.100383e+07 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53523 members 
Mstep: Class 2 contains 34426 members 
Entering Unmasked Estep 
Score: -11004985.000000 Penalty: 3388.030762
	Iteration 7Q: 3 clusters Score -1.100498e+07 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56902 members 
Mstep: Class 2 contains 31047 members 
Entering Unmasked Estep 
Score: -11006619.000000 Penalty: 3388.030762
	Iteration 8F: 3 clusters Score -1.100662e+07 nChanged 4760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60734 members 
Mstep: Class 2 contains 27215 members 
Entering Unmasked Estep 
Score: -11008615.000000 Penalty: 3388.030762
	Iteration 9F: 3 clusters Score -1.100862e+07 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64591 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -11010997.000000 Penalty: 3388.030762
	Iteration 10F: 3 clusters Score -1.1011e+07 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67997 members 
Mstep: Class 2 contains 19952 members 
Entering Unmasked Estep 
Score: -11013393.000000 Penalty: 3388.030762
	Iteration 11Q: 3 clusters Score -1.101339e+07 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70605 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -11015313.000000 Penalty: 3388.030762
	Iteration 12Q: 3 clusters Score -1.101531e+07 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72266 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -11016728.000000 Penalty: 3388.030762
	Iteration 13Q: 3 clusters Score -1.101673e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73254 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -11017479.000000 Penalty: 3388.030762
	Iteration 14Q: 3 clusters Score -1.101748e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73834 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -11017854.000000 Penalty: 3388.030762
	Iteration 15Q: 3 clusters Score -1.101785e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74298 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -11018046.000000 Penalty: 3388.030762
	Iteration 16Q: 3 clusters Score -1.101805e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74728 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -11018182.000000 Penalty: 3388.030762
	Iteration 17Q: 3 clusters Score -1.101818e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75155 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -11018259.000000 Penalty: 3388.030762
	Iteration 18Q: 3 clusters Score -1.101826e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75570 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -11018397.000000 Penalty: 3388.030762
	Iteration 19Q: 3 clusters Score -1.10184e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75970 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -11018481.000000 Penalty: 3388.030762
	Iteration 20F: 3 clusters Score -1.101848e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76362 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -11018509.000000 Penalty: 3388.030762
	Iteration 21Q: 3 clusters Score -1.101851e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76771 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -11018629.000000 Penalty: 3388.030762
	Iteration 22Q: 3 clusters Score -1.101863e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77217 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -11018715.000000 Penalty: 3388.030762
	Iteration 23Q: 3 clusters Score -1.101872e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77671 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -11018848.000000 Penalty: 3388.030762
	Iteration 24Q: 3 clusters Score -1.101885e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78096 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -11018940.000000 Penalty: 3388.030762
	Iteration 25Q: 3 clusters Score -1.101894e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78532 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -11018959.000000 Penalty: 3388.030762
	Iteration 26Q: 3 clusters Score -1.101896e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78967 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -11019018.000000 Penalty: 3388.030762
	Iteration 27Q: 3 clusters Score -1.101902e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79418 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -11019089.000000 Penalty: 3388.030762
	Iteration 28Q: 3 clusters Score -1.101909e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79853 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -11019143.000000 Penalty: 3388.030762
	Iteration 29Q: 3 clusters Score -1.101914e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80294 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -11019176.000000 Penalty: 3388.030762
	Iteration 30Q: 3 clusters Score -1.101918e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80720 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -11019215.000000 Penalty: 3388.030762
	Iteration 31Q: 3 clusters Score -1.101922e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81159 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -11019261.000000 Penalty: 3388.030762
	Iteration 32Q: 3 clusters Score -1.101926e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81597 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -11019342.000000 Penalty: 3388.030762
	Iteration 33Q: 3 clusters Score -1.101934e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81949 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -11019355.000000 Penalty: 3388.030762
	Iteration 34Q: 3 clusters Score -1.101936e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82288 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -11019423.000000 Penalty: 3388.030762
	Iteration 35Q: 3 clusters Score -1.101942e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82663 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -11019503.000000 Penalty: 3388.030762
	Iteration 36Q: 3 clusters Score -1.10195e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83053 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -11019577.000000 Penalty: 3388.030762
	Iteration 37Q: 3 clusters Score -1.101958e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83439 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -11019664.000000 Penalty: 3388.030762
	Iteration 38Q: 3 clusters Score -1.101966e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83799 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -11019743.000000 Penalty: 3388.030762
	Iteration 39Q: 3 clusters Score -1.101974e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84121 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -11019846.000000 Penalty: 3388.030762
	Iteration 40F: 3 clusters Score -1.101985e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84426 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -11019939.000000 Penalty: 3388.030762
	Iteration 41Q: 3 clusters Score -1.101994e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84711 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -11020056.000000 Penalty: 3388.030762
	Iteration 42Q: 3 clusters Score -1.102006e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84964 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -11020126.000000 Penalty: 3388.030762
	Iteration 43Q: 3 clusters Score -1.102013e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85203 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -11020206.000000 Penalty: 3388.030762
	Iteration 44Q: 3 clusters Score -1.102021e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85464 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -11020272.000000 Penalty: 3388.030762
	Iteration 45Q: 3 clusters Score -1.102027e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85696 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -11020348.000000 Penalty: 3388.030762
	Iteration 46Q: 3 clusters Score -1.102035e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85917 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -11020426.000000 Penalty: 3388.030762
	Iteration 47Q: 3 clusters Score -1.102043e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86125 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -11020505.000000 Penalty: 3388.030762
	Iteration 48Q: 3 clusters Score -1.10205e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86293 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -11020589.000000 Penalty: 3388.030762
	Iteration 49Q: 3 clusters Score -1.102059e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86424 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -11020638.000000 Penalty: 3388.030762
	Iteration 50Q: 3 clusters Score -1.102064e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86530 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -11020674.000000 Penalty: 3388.030762
	Iteration 51Q: 3 clusters Score -1.102067e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86613 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -11020715.000000 Penalty: 3388.030762
	Iteration 52Q: 3 clusters Score -1.102072e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86678 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -11020724.000000 Penalty: 3388.030762
	Iteration 53Q: 3 clusters Score -1.102072e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86727 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -11020744.000000 Penalty: 3388.030762
	Iteration 54Q: 3 clusters Score -1.102074e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86762 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -11020768.000000 Penalty: 3388.030762
	Iteration 55Q: 3 clusters Score -1.102077e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86791 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -11020777.000000 Penalty: 3388.030762
	Iteration 56Q: 3 clusters Score -1.102078e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86816 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -11020803.000000 Penalty: 3388.030762
	Iteration 57Q: 3 clusters Score -1.10208e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86833 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -11020801.000000 Penalty: 3388.030762
	Iteration 58Q: 3 clusters Score -1.10208e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86849 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -11020807.000000 Penalty: 3388.030762
	Iteration 59Q: 3 clusters Score -1.102081e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86869 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -11020802.000000 Penalty: 3388.030762
	Iteration 60F: 3 clusters Score -1.10208e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86874 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -11020794.000000 Penalty: 3388.030762
	Iteration 61Q: 3 clusters Score -1.102079e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86887 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -11020800.000000 Penalty: 3388.030762
	Iteration 62Q: 3 clusters Score -1.10208e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86896 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -11020800.000000 Penalty: 3388.030762
	Iteration 63Q: 3 clusters Score -1.10208e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86909 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -11020812.000000 Penalty: 3388.030762
	Iteration 64Q: 3 clusters Score -1.102081e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86923 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -11020828.000000 Penalty: 3388.030762
	Iteration 65Q: 3 clusters Score -1.102083e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86934 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -11020821.000000 Penalty: 3388.030762
	Iteration 66Q: 3 clusters Score -1.102082e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86945 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -11020838.000000 Penalty: 3388.030762
	Iteration 67Q: 3 clusters Score -1.102084e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86955 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -11020834.000000 Penalty: 3388.030762
	Iteration 68Q: 3 clusters Score -1.102083e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86962 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -11020841.000000 Penalty: 3388.030762
	Iteration 69Q: 3 clusters Score -1.102084e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86963 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -11020841.000000 Penalty: 3388.030762
	Iteration 70Q: 3 clusters Score -1.102084e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86970 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -11020848.000000 Penalty: 3388.030762
	Iteration 71Q: 3 clusters Score -1.102085e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86976 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -11020862.000000 Penalty: 3388.030762
	Iteration 72Q: 3 clusters Score -1.102086e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86982 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -11020862.000000 Penalty: 3388.030762
	Iteration 73Q: 3 clusters Score -1.102086e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86985 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -11020849.000000 Penalty: 3388.030762
	Iteration 74Q: 3 clusters Score -1.102085e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86989 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -11020852.000000 Penalty: 3388.030762
	Iteration 75Q: 3 clusters Score -1.102085e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86993 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -11020858.000000 Penalty: 3388.030762
	Iteration 76Q: 3 clusters Score -1.102086e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86996 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -11020853.000000 Penalty: 3388.030762
	Iteration 77Q: 3 clusters Score -1.102085e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86998 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -11020860.000000 Penalty: 3388.030762
	Iteration 78Q: 3 clusters Score -1.102086e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86999 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -11020862.000000 Penalty: 3388.030762
	Iteration 79Q: 3 clusters Score -1.102086e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87002 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -11020851.000000 Penalty: 3388.030762
	Iteration 80F: 3 clusters Score -1.102085e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87003 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -11020855.000000 Penalty: 3388.030762
	Iteration 81Q: 3 clusters Score -1.102086e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87003 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -11020855.000000 Penalty: 3388.030762
	Iteration 82F: 3 clusters Score -1.102086e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Entering Unmasked Estep 
Score: -1133096.875000 Penalty: 1360.386597
	Iteration 0F: 2 clusters Score -1133097 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1126799.000000 Penalty: 2720.773193
	Iteration 0F: 3 clusters Score -1126799 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1128997.750000 Penalty: 2720.773193
	Iteration 1F: 3 clusters Score -1128998 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1129317.625000 Penalty: 2720.773193
	Iteration 2F: 3 clusters Score -1129318 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1129596.625000 Penalty: 2720.773193
	Iteration 3F: 3 clusters Score -1129597 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1129871.625000 Penalty: 2720.773193
	Iteration 4Q: 3 clusters Score -1129872 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1130133.375000 Penalty: 2720.773193
	Iteration 5Q: 3 clusters Score -1130133 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1130420.250000 Penalty: 2720.773193
	Iteration 6Q: 3 clusters Score -1130420 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1130744.750000 Penalty: 2720.773193
	Iteration 7Q: 3 clusters Score -1130745 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1131055.875000 Penalty: 2720.773193
	Iteration 8Q: 3 clusters Score -1131056 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1131342.250000 Penalty: 2720.773193
	Iteration 9Q: 3 clusters Score -1131342 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1131565.750000 Penalty: 2720.773193
	Iteration 10Q: 3 clusters Score -1131566 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1131702.500000 Penalty: 2720.773193
	Iteration 11Q: 3 clusters Score -1131702 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1131797.000000 Penalty: 2720.773193
	Iteration 12Q: 3 clusters Score -1131797 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1131860.875000 Penalty: 2720.773193
	Iteration 13Q: 3 clusters Score -1131861 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1131923.125000 Penalty: 2720.773193
	Iteration 14Q: 3 clusters Score -1131923 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1131955.625000 Penalty: 2720.773193
	Iteration 15Q: 3 clusters Score -1131956 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1131987.500000 Penalty: 2720.773193
	Iteration 16Q: 3 clusters Score -1131988 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1132014.500000 Penalty: 2720.773193
	Iteration 17Q: 3 clusters Score -1132014 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1132039.375000 Penalty: 2720.773193
	Iteration 18Q: 3 clusters Score -1132039 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1132070.250000 Penalty: 2720.773193
	Iteration 19Q: 3 clusters Score -1132070 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1132092.375000 Penalty: 2720.773193
	Iteration 20F: 3 clusters Score -1132092 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1132112.875000 Penalty: 2720.773193
	Iteration 21Q: 3 clusters Score -1132113 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1132130.875000 Penalty: 2720.773193
	Iteration 22Q: 3 clusters Score -1132131 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1132150.500000 Penalty: 2720.773193
	Iteration 23Q: 3 clusters Score -1132150 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1132163.125000 Penalty: 2720.773193
	Iteration 24Q: 3 clusters Score -1132163 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1132180.000000 Penalty: 2720.773193
	Iteration 25Q: 3 clusters Score -1132180 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1132197.375000 Penalty: 2720.773193
	Iteration 26Q: 3 clusters Score -1132197 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1132207.250000 Penalty: 2720.773193
	Iteration 27Q: 3 clusters Score -1132207 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1132220.375000 Penalty: 2720.773193
	Iteration 28Q: 3 clusters Score -1132220 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1132230.875000 Penalty: 2720.773193
	Iteration 29Q: 3 clusters Score -1132231 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1132242.750000 Penalty: 2720.773193
	Iteration 30Q: 3 clusters Score -1132243 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1132250.875000 Penalty: 2720.773193
	Iteration 31Q: 3 clusters Score -1132251 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1132257.250000 Penalty: 2720.773193
	Iteration 32Q: 3 clusters Score -1132257 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1132266.250000 Penalty: 2720.773193
	Iteration 33Q: 3 clusters Score -1132266 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1132273.500000 Penalty: 2720.773193
	Iteration 34Q: 3 clusters Score -1132274 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1132280.250000 Penalty: 2720.773193
	Iteration 35Q: 3 clusters Score -1132280 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1132284.750000 Penalty: 2720.773193
	Iteration 36Q: 3 clusters Score -1132285 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1132291.250000 Penalty: 2720.773193
	Iteration 37Q: 3 clusters Score -1132291 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1132296.125000 Penalty: 2720.773193
	Iteration 38Q: 3 clusters Score -1132296 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1132298.625000 Penalty: 2720.773193
	Iteration 39Q: 3 clusters Score -1132299 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1132297.875000 Penalty: 2720.773193
	Iteration 40F: 3 clusters Score -1132298 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1132303.125000 Penalty: 2720.773193
	Iteration 41Q: 3 clusters Score -1132303 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1132304.500000 Penalty: 2720.773193
	Iteration 42Q: 3 clusters Score -1132304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1132307.625000 Penalty: 2720.773193
	Iteration 43Q: 3 clusters Score -1132308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1132311.250000 Penalty: 2720.773193
	Iteration 44Q: 3 clusters Score -1132311 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1132309.000000 Penalty: 2720.773193
	Iteration 45Q: 3 clusters Score -1132309 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1132312.000000 Penalty: 2720.773193
	Iteration 46Q: 3 clusters Score -1132312 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1132316.250000 Penalty: 2720.773193
	Iteration 47Q: 3 clusters Score -1132316 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1132322.375000 Penalty: 2720.773193
	Iteration 48Q: 3 clusters Score -1132322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1132322.625000 Penalty: 2720.773193
	Iteration 49Q: 3 clusters Score -1132323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1132322.500000 Penalty: 2720.773193
	Iteration 50Q: 3 clusters Score -1132322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1132326.000000 Penalty: 2720.773193
	Iteration 51Q: 3 clusters Score -1132326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1132328.375000 Penalty: 2720.773193
	Iteration 52Q: 3 clusters Score -1132328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1132331.375000 Penalty: 2720.773193
	Iteration 53Q: 3 clusters Score -1132331 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1132336.125000 Penalty: 2720.773193
	Iteration 54Q: 3 clusters Score -1132336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1132337.625000 Penalty: 2720.773193
	Iteration 55Q: 3 clusters Score -1132338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1132338.375000 Penalty: 2720.773193
	Iteration 56Q: 3 clusters Score -1132338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1132339.625000 Penalty: 2720.773193
	Iteration 57Q: 3 clusters Score -1132340 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1132341.125000 Penalty: 2720.773193
	Iteration 58Q: 3 clusters Score -1132341 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1132344.625000 Penalty: 2720.773193
	Iteration 59Q: 3 clusters Score -1132345 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1132347.750000 Penalty: 2720.773193
	Iteration 60F: 3 clusters Score -1132348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1132350.125000 Penalty: 2720.773193
	Iteration 61Q: 3 clusters Score -1132350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1132351.750000 Penalty: 2720.773193
	Iteration 62Q: 3 clusters Score -1132352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1132351.750000 Penalty: 2720.773193
	Iteration 63Q: 3 clusters Score -1132352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1132354.250000 Penalty: 2720.773193
	Iteration 64Q: 3 clusters Score -1132354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1132352.750000 Penalty: 2720.773193
	Iteration 65Q: 3 clusters Score -1132353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1132352.250000 Penalty: 2720.773193
	Iteration 66Q: 3 clusters Score -1132352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1132352.625000 Penalty: 2720.773193
	Iteration 67Q: 3 clusters Score -1132353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1132354.375000 Penalty: 2720.773193
	Iteration 68Q: 3 clusters Score -1132354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1132353.250000 Penalty: 2720.773193
	Iteration 69Q: 3 clusters Score -1132353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1132353.500000 Penalty: 2720.773193
	Iteration 70Q: 3 clusters Score -1132354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1132353.500000 Penalty: 2720.773193
	Iteration 71F: 3 clusters Score -1132354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Entering Unmasked Estep 
Score: -462169.562500 Penalty: 1233.146851
	Iteration 0F: 2 clusters Score -462169.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -459178.156250 Penalty: 2466.293701
	Iteration 0F: 3 clusters Score -459178.2 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -460070.531250 Penalty: 2466.293701
	Iteration 1F: 3 clusters Score -460070.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -460280.718750 Penalty: 2466.293701
	Iteration 2F: 3 clusters Score -460280.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -460453.031250 Penalty: 2466.293701
	Iteration 3F: 3 clusters Score -460453 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -460621.812500 Penalty: 2466.293701
	Iteration 4Q: 3 clusters Score -460621.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -460765.187500 Penalty: 2466.293701
	Iteration 5Q: 3 clusters Score -460765.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -460913.843750 Penalty: 2466.293701
	Iteration 6Q: 3 clusters Score -460913.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -461091.218750 Penalty: 2466.293701
	Iteration 7Q: 3 clusters Score -461091.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -461256.406250 Penalty: 2466.293701
	Iteration 8Q: 3 clusters Score -461256.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -461367.625000 Penalty: 2466.293701
	Iteration 9Q: 3 clusters Score -461367.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -461451.687500 Penalty: 2466.293701
	Iteration 10Q: 3 clusters Score -461451.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -461505.625000 Penalty: 2466.293701
	Iteration 11Q: 3 clusters Score -461505.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -461544.187500 Penalty: 2466.293701
	Iteration 12Q: 3 clusters Score -461544.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -461569.218750 Penalty: 2466.293701
	Iteration 13Q: 3 clusters Score -461569.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -461583.000000 Penalty: 2466.293701
	Iteration 14Q: 3 clusters Score -461583 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -461592.875000 Penalty: 2466.293701
	Iteration 15Q: 3 clusters Score -461592.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -461601.187500 Penalty: 2466.293701
	Iteration 16Q: 3 clusters Score -461601.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -461607.000000 Penalty: 2466.293701
	Iteration 17Q: 3 clusters Score -461607 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -461612.656250 Penalty: 2466.293701
	Iteration 18Q: 3 clusters Score -461612.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -461613.093750 Penalty: 2466.293701
	Iteration 19Q: 3 clusters Score -461613.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -461613.375000 Penalty: 2466.293701
	Iteration 20F: 3 clusters Score -461613.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Entering Unmasked Estep 
Score: -11386.218750 Penalty: 718.453125
	Iteration 0F: 2 clusters Score -11386.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -10997.756836 Penalty: 1436.906250
	Iteration 0F: 3 clusters Score -10997.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -11041.019531 Penalty: 1436.906250
	Iteration 1Q: 3 clusters Score -11041.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -11049.708984 Penalty: 1436.906250
	Iteration 2Q: 3 clusters Score -11049.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -11049.708984 Penalty: 1436.906250
	Iteration 3F: 3 clusters Score -11049.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Entering Unmasked Estep 
Score: -899139.500000 Penalty: 1319.745605
	Iteration 0F: 2 clusters Score -899139.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -894133.250000 Penalty: 2639.491211
	Iteration 0F: 3 clusters Score -894133.2 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -895652.875000 Penalty: 2639.491211
	Iteration 1F: 3 clusters Score -895652.9 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -895898.750000 Penalty: 2639.491211
	Iteration 2F: 3 clusters Score -895898.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -896024.437500 Penalty: 2639.491211
	Iteration 3Q: 3 clusters Score -896024.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -896124.875000 Penalty: 2639.491211
	Iteration 4Q: 3 clusters Score -896124.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -896225.625000 Penalty: 2639.491211
	Iteration 5Q: 3 clusters Score -896225.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -896313.812500 Penalty: 2639.491211
	Iteration 6Q: 3 clusters Score -896313.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -896388.812500 Penalty: 2639.491211
	Iteration 7Q: 3 clusters Score -896388.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -896462.687500 Penalty: 2639.491211
	Iteration 8Q: 3 clusters Score -896462.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -896539.562500 Penalty: 2639.491211
	Iteration 9Q: 3 clusters Score -896539.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -896616.062500 Penalty: 2639.491211
	Iteration 10Q: 3 clusters Score -896616.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -896704.625000 Penalty: 2639.491211
	Iteration 11Q: 3 clusters Score -896704.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -896809.937500 Penalty: 2639.491211
	Iteration 12Q: 3 clusters Score -896809.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -896924.062500 Penalty: 2639.491211
	Iteration 13Q: 3 clusters Score -896924.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -897065.312500 Penalty: 2639.491211
	Iteration 14Q: 3 clusters Score -897065.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -897202.187500 Penalty: 2639.491211
	Iteration 15Q: 3 clusters Score -897202.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -897331.937500 Penalty: 2639.491211
	Iteration 16Q: 3 clusters Score -897331.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -897455.062500 Penalty: 2639.491211
	Iteration 17Q: 3 clusters Score -897455.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -897562.937500 Penalty: 2639.491211
	Iteration 18Q: 3 clusters Score -897562.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -897667.250000 Penalty: 2639.491211
	Iteration 19Q: 3 clusters Score -897667.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -897755.437500 Penalty: 2639.491211
	Iteration 20F: 3 clusters Score -897755.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -897835.375000 Penalty: 2639.491211
	Iteration 21Q: 3 clusters Score -897835.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -897890.562500 Penalty: 2639.491211
	Iteration 22Q: 3 clusters Score -897890.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -897926.812500 Penalty: 2639.491211
	Iteration 23Q: 3 clusters Score -897926.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -897949.687500 Penalty: 2639.491211
	Iteration 24Q: 3 clusters Score -897949.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -897964.625000 Penalty: 2639.491211
	Iteration 25Q: 3 clusters Score -897964.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -897976.250000 Penalty: 2639.491211
	Iteration 26Q: 3 clusters Score -897976.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -897982.312500 Penalty: 2639.491211
	Iteration 27Q: 3 clusters Score -897982.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -897987.562500 Penalty: 2639.491211
	Iteration 28Q: 3 clusters Score -897987.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -897994.875000 Penalty: 2639.491211
	Iteration 29Q: 3 clusters Score -897994.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -897999.125000 Penalty: 2639.491211
	Iteration 30Q: 3 clusters Score -897999.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -898006.250000 Penalty: 2639.491211
	Iteration 31Q: 3 clusters Score -898006.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -898017.687500 Penalty: 2639.491211
	Iteration 32Q: 3 clusters Score -898017.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -898025.312500 Penalty: 2639.491211
	Iteration 33Q: 3 clusters Score -898025.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -898038.250000 Penalty: 2639.491211
	Iteration 34Q: 3 clusters Score -898038.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -898045.750000 Penalty: 2639.491211
	Iteration 35Q: 3 clusters Score -898045.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -898053.437500 Penalty: 2639.491211
	Iteration 36Q: 3 clusters Score -898053.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -898063.750000 Penalty: 2639.491211
	Iteration 37Q: 3 clusters Score -898063.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -898064.937500 Penalty: 2639.491211
	Iteration 38Q: 3 clusters Score -898064.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -898065.937500 Penalty: 2639.491211
	Iteration 39Q: 3 clusters Score -898065.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -898067.062500 Penalty: 2639.491211
	Iteration 40F: 3 clusters Score -898067.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Entering Unmasked Estep 
Score: -1200446.000000 Penalty: 1369.947144
	Iteration 0F: 2 clusters Score -1200446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1193790.625000 Penalty: 2739.894287
	Iteration 0F: 3 clusters Score -1193791 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1195932.125000 Penalty: 2739.894287
	Iteration 1F: 3 clusters Score -1195932 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1196246.875000 Penalty: 2739.894287
	Iteration 2F: 3 clusters Score -1196247 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1196496.375000 Penalty: 2739.894287
	Iteration 3F: 3 clusters Score -1196496 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1196702.375000 Penalty: 2739.894287
	Iteration 4Q: 3 clusters Score -1196702 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1196867.000000 Penalty: 2739.894287
	Iteration 5Q: 3 clusters Score -1196867 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1197021.875000 Penalty: 2739.894287
	Iteration 6Q: 3 clusters Score -1197022 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1197157.125000 Penalty: 2739.894287
	Iteration 7Q: 3 clusters Score -1197157 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1197296.125000 Penalty: 2739.894287
	Iteration 8Q: 3 clusters Score -1197296 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1197432.750000 Penalty: 2739.894287
	Iteration 9Q: 3 clusters Score -1197433 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1197582.375000 Penalty: 2739.894287
	Iteration 10Q: 3 clusters Score -1197582 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1197726.625000 Penalty: 2739.894287
	Iteration 11Q: 3 clusters Score -1197727 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1197883.625000 Penalty: 2739.894287
	Iteration 12Q: 3 clusters Score -1197884 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1198046.375000 Penalty: 2739.894287
	Iteration 13Q: 3 clusters Score -1198046 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1198218.125000 Penalty: 2739.894287
	Iteration 14Q: 3 clusters Score -1198218 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1198380.375000 Penalty: 2739.894287
	Iteration 15Q: 3 clusters Score -1198380 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1198509.000000 Penalty: 2739.894287
	Iteration 16Q: 3 clusters Score -1198509 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1198625.625000 Penalty: 2739.894287
	Iteration 17Q: 3 clusters Score -1198626 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1198735.375000 Penalty: 2739.894287
	Iteration 18Q: 3 clusters Score -1198735 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1198820.500000 Penalty: 2739.894287
	Iteration 19Q: 3 clusters Score -1198820 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1198898.625000 Penalty: 2739.894287
	Iteration 20F: 3 clusters Score -1198899 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1198975.000000 Penalty: 2739.894287
	Iteration 21Q: 3 clusters Score -1198975 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1199029.625000 Penalty: 2739.894287
	Iteration 22Q: 3 clusters Score -1199030 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1199068.375000 Penalty: 2739.894287
	Iteration 23Q: 3 clusters Score -1199068 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1199108.750000 Penalty: 2739.894287
	Iteration 24Q: 3 clusters Score -1199109 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1199152.000000 Penalty: 2739.894287
	Iteration 25Q: 3 clusters Score -1199152 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1199189.750000 Penalty: 2739.894287
	Iteration 26Q: 3 clusters Score -1199190 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1199216.125000 Penalty: 2739.894287
	Iteration 27Q: 3 clusters Score -1199216 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1199243.625000 Penalty: 2739.894287
	Iteration 28Q: 3 clusters Score -1199244 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1199263.625000 Penalty: 2739.894287
	Iteration 29Q: 3 clusters Score -1199264 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1199284.875000 Penalty: 2739.894287
	Iteration 30Q: 3 clusters Score -1199285 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1199296.625000 Penalty: 2739.894287
	Iteration 31Q: 3 clusters Score -1199297 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1199311.750000 Penalty: 2739.894287
	Iteration 32Q: 3 clusters Score -1199312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1199321.750000 Penalty: 2739.894287
	Iteration 33Q: 3 clusters Score -1199322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1199327.500000 Penalty: 2739.894287
	Iteration 34Q: 3 clusters Score -1199328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1199329.625000 Penalty: 2739.894287
	Iteration 35Q: 3 clusters Score -1199330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1199334.125000 Penalty: 2739.894287
	Iteration 36Q: 3 clusters Score -1199334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1199337.750000 Penalty: 2739.894287
	Iteration 37Q: 3 clusters Score -1199338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1199338.250000 Penalty: 2739.894287
	Iteration 38Q: 3 clusters Score -1199338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1199345.250000 Penalty: 2739.894287
	Iteration 39Q: 3 clusters Score -1199345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1199348.625000 Penalty: 2739.894287
	Iteration 40F: 3 clusters Score -1199349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1199352.250000 Penalty: 2739.894287
	Iteration 41Q: 3 clusters Score -1199352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1199355.500000 Penalty: 2739.894287
	Iteration 42Q: 3 clusters Score -1199356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1199357.250000 Penalty: 2739.894287
	Iteration 43Q: 3 clusters Score -1199357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1199357.250000 Penalty: 2739.894287
	Iteration 44F: 3 clusters Score -1199357 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Entering Unmasked Estep 
Score: -31461.734375 Penalty: 905.034241
	Iteration 0F: 2 clusters Score -31461.73 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 210 members 
Entering Unmasked Estep 
Score: -30622.445312 Penalty: 1810.068481
	Iteration 0F: 3 clusters Score -30622.45 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -30979.433594 Penalty: 1810.068481
	Iteration 1F: 3 clusters Score -30979.43 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -31180.031250 Penalty: 1810.068481
	Iteration 2F: 3 clusters Score -31180.03 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -31259.162109 Penalty: 1810.068481
	Iteration 3F: 3 clusters Score -31259.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -31302.832031 Penalty: 1810.068481
	Iteration 4Q: 3 clusters Score -31302.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -31335.662109 Penalty: 1810.068481
	Iteration 5Q: 3 clusters Score -31335.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -31365.361328 Penalty: 1810.068481
	Iteration 6Q: 3 clusters Score -31365.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -31413.246094 Penalty: 1810.068481
	Iteration 7Q: 3 clusters Score -31413.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -31435.380859 Penalty: 1810.068481
	Iteration 8Q: 3 clusters Score -31435.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -31437.060547 Penalty: 1810.068481
	Iteration 9Q: 3 clusters Score -31437.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -31437.060547 Penalty: 1810.068481
	Iteration 10F: 3 clusters Score -31437.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (54734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54734 members 
Entering Unmasked Estep 
Score: -6871511.000000 Penalty: 1623.443726
	Iteration 0F: 2 clusters Score -6871511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27310 members 
Mstep: Class 2 contains 27424 members 
Entering Unmasked Estep 
Score: -6836990.500000 Penalty: 3246.887451
	Iteration 0F: 3 clusters Score -6836990 nChanged 25300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26838 members 
Mstep: Class 2 contains 27896 members 
Entering Unmasked Estep 
Score: -6851108.500000 Penalty: 3246.887451
	Iteration 1F: 3 clusters Score -6851108 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26584 members 
Mstep: Class 2 contains 28150 members 
Entering Unmasked Estep 
Score: -6851644.500000 Penalty: 3246.887451
	Iteration 2Q: 3 clusters Score -6851644 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26276 members 
Mstep: Class 2 contains 28458 members 
Entering Unmasked Estep 
Score: -6852127.000000 Penalty: 3246.887451
	Iteration 3Q: 3 clusters Score -6852127 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25780 members 
Mstep: Class 2 contains 28954 members 
Entering Unmasked Estep 
Score: -6852612.000000 Penalty: 3246.887451
	Iteration 4Q: 3 clusters Score -6852612 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25088 members 
Mstep: Class 2 contains 29646 members 
Entering Unmasked Estep 
Score: -6853176.000000 Penalty: 3246.887451
	Iteration 5Q: 3 clusters Score -6853176 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24124 members 
Mstep: Class 2 contains 30610 members 
Entering Unmasked Estep 
Score: -6853817.500000 Penalty: 3246.887451
	Iteration 6Q: 3 clusters Score -6853818 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 31901 members 
Entering Unmasked Estep 
Score: -6854605.000000 Penalty: 3246.887451
	Iteration 7Q: 3 clusters Score -6854605 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21115 members 
Mstep: Class 2 contains 33619 members 
Entering Unmasked Estep 
Score: -6855798.000000 Penalty: 3246.887451
	Iteration 8Q: 3 clusters Score -6855798 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 35889 members 
Entering Unmasked Estep 
Score: -6857616.000000 Penalty: 3246.887451
	Iteration 9F: 3 clusters Score -6857616 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 38588 members 
Entering Unmasked Estep 
Score: -6859986.500000 Penalty: 3246.887451
	Iteration 10F: 3 clusters Score -6859986 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 41294 members 
Entering Unmasked Estep 
Score: -6862573.000000 Penalty: 3246.887451
	Iteration 11F: 3 clusters Score -6862573 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 43646 members 
Entering Unmasked Estep 
Score: -6865052.500000 Penalty: 3246.887451
	Iteration 12F: 3 clusters Score -6865052 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 45347 members 
Entering Unmasked Estep 
Score: -6867554.500000 Penalty: 3246.887451
	Iteration 13Q: 3 clusters Score -6867554 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 46215 members 
Entering Unmasked Estep 
Score: -6870651.500000 Penalty: 3246.887451
	Iteration 14Q: 3 clusters Score -6870652 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 45941 members 
Entering Unmasked Estep 
Score: -6872427.000000 Penalty: 3246.887451
	Iteration 15Q: 3 clusters Score -6872427 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 45057 members 
Entering Unmasked Estep 
Score: -6873372.000000 Penalty: 3246.887451
	Iteration 16Q: 3 clusters Score -6873372 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 43923 members 
Entering Unmasked Estep 
Score: -6874321.000000 Penalty: 3246.887451
	Iteration 17Q: 3 clusters Score -6874321 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 42608 members 
Entering Unmasked Estep 
Score: -6875504.500000 Penalty: 3246.887451
	Iteration 18Q: 3 clusters Score -6875504 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 41179 members 
Entering Unmasked Estep 
Score: -6876798.000000 Penalty: 3246.887451
	Iteration 19Q: 3 clusters Score -6876798 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 39541 members 
Entering Unmasked Estep 
Score: -6878591.000000 Penalty: 3246.887451
	Iteration 20F: 3 clusters Score -6878591 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 37772 members 
Entering Unmasked Estep 
Score: -6880992.500000 Penalty: 3246.887451
	Iteration 21Q: 3 clusters Score -6880992 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 35913 members 
Entering Unmasked Estep 
Score: -6884276.500000 Penalty: 3246.887451
	Iteration 22Q: 3 clusters Score -6884276 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 34302 members 
Entering Unmasked Estep 
Score: -6887417.000000 Penalty: 3246.887451
	Iteration 23Q: 3 clusters Score -6887417 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 33410 members 
Entering Unmasked Estep 
Score: -6888469.000000 Penalty: 3246.887451
	Iteration 24Q: 3 clusters Score -6888469 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21645 members 
Mstep: Class 2 contains 33089 members 
Entering Unmasked Estep 
Score: -6888611.000000 Penalty: 3246.887451
	Iteration 25Q: 3 clusters Score -6888611 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 33002 members 
Entering Unmasked Estep 
Score: -6888640.500000 Penalty: 3246.887451
	Iteration 26Q: 3 clusters Score -6888640 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21762 members 
Mstep: Class 2 contains 32972 members 
Entering Unmasked Estep 
Score: -6888643.000000 Penalty: 3246.887451
	Iteration 27Q: 3 clusters Score -6888643 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 32964 members 
Entering Unmasked Estep 
Score: -6888642.000000 Penalty: 3246.887451
	Iteration 28Q: 3 clusters Score -6888642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 32964 members 
Entering Unmasked Estep 
Score: -6888652.000000 Penalty: 3246.887451
	Iteration 29F: 3 clusters Score -6888652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21776 members 
Mstep: Class 2 contains 32958 members 
Entering Unmasked Estep 
Score: -6888658.500000 Penalty: 3246.887451
	Iteration 30Q: 3 clusters Score -6888658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 32954 members 
Entering Unmasked Estep 
Score: -6888665.500000 Penalty: 3246.887451
	Iteration 31Q: 3 clusters Score -6888666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 32954 members 
Entering Unmasked Estep 
Score: -6888665.500000 Penalty: 3246.887451
	Iteration 32F: 3 clusters Score -6888666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7082 members 
Mstep: Class 4 contains 2799 members 
Mstep: Class 5 contains 58155 members 
Mstep: Class 6 contains 63299 members 
Mstep: Class 7 contains 29084 members 
Mstep: Class 8 contains 11937 members 
Mstep: Class 9 contains 87949 members 
Mstep: Class 10 contains 9343 members 
Mstep: Class 11 contains 3973 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7110 members 
Mstep: Class 14 contains 9963 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 21780 members 
Mstep: Class 17 contains 28796 members 
Mstep: Class 18 contains 42196 members 
Mstep: Class 19 contains 32654 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 90351 members 
Mstep: Class 22 contains 9763 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5757 members 
Mstep: Class 25 contains 5175 members 
Mstep: Class 26 contains 5535 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34591 members 
Mstep: Class 29 contains 5056 members 
Mstep: Class 30 contains 22211 members 
Mstep: Class 31 contains 382 members 
Mstep: Class 32 contains 2923 members 
Mstep: Class 33 contains 21324 members 
Mstep: Class 34 contains 263 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5409 members 
Mstep: Class 37 contains 32954 members 
Entering Unmasked Estep 
Score: -80972208.000000 Penalty: 73832.367188
Splitting cluster 16 changes total score from -80955480.000000 to -80972208.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 17 (28796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28796 members 
Entering Unmasked Estep 
Score: -3531784.500000 Penalty: 1527.877197
	Iteration 0F: 2 clusters Score -3531784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -3513074.000000 Penalty: 3055.754395
	Iteration 0F: 3 clusters Score -3513074 nChanged 12965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -3520102.000000 Penalty: 3055.754395
	Iteration 1F: 3 clusters Score -3520102 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -3520509.500000 Penalty: 3055.754395
	Iteration 2Q: 3 clusters Score -3520510 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -3520891.750000 Penalty: 3055.754395
	Iteration 3Q: 3 clusters Score -3520892 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -3521297.750000 Penalty: 3055.754395
	Iteration 4Q: 3 clusters Score -3521298 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -3521747.750000 Penalty: 3055.754395
	Iteration 5Q: 3 clusters Score -3521748 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -3522335.500000 Penalty: 3055.754395
	Iteration 6Q: 3 clusters Score -3522336 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -3523065.250000 Penalty: 3055.754395
	Iteration 7Q: 3 clusters Score -3523065 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -3523971.000000 Penalty: 3055.754395
	Iteration 8Q: 3 clusters Score -3523971 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -3524991.750000 Penalty: 3055.754395
	Iteration 9F: 3 clusters Score -3524992 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -3525921.750000 Penalty: 3055.754395
	Iteration 10F: 3 clusters Score -3525922 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -3526741.750000 Penalty: 3055.754395
	Iteration 11Q: 3 clusters Score -3526742 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18311 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -3527308.500000 Penalty: 3055.754395
	Iteration 12Q: 3 clusters Score -3527308 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -3527687.250000 Penalty: 3055.754395
	Iteration 13Q: 3 clusters Score -3527687 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -3527945.750000 Penalty: 3055.754395
	Iteration 14Q: 3 clusters Score -3527946 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -3528118.000000 Penalty: 3055.754395
	Iteration 15Q: 3 clusters Score -3528118 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -3528302.500000 Penalty: 3055.754395
	Iteration 16Q: 3 clusters Score -3528302 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19957 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -3528447.750000 Penalty: 3055.754395
	Iteration 17Q: 3 clusters Score -3528448 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -3528568.000000 Penalty: 3055.754395
	Iteration 18Q: 3 clusters Score -3528568 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -3528685.750000 Penalty: 3055.754395
	Iteration 19Q: 3 clusters Score -3528686 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -3528798.250000 Penalty: 3055.754395
	Iteration 20F: 3 clusters Score -3528798 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -3528897.500000 Penalty: 3055.754395
	Iteration 21Q: 3 clusters Score -3528898 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -3528987.500000 Penalty: 3055.754395
	Iteration 22Q: 3 clusters Score -3528988 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -3529060.000000 Penalty: 3055.754395
	Iteration 23Q: 3 clusters Score -3529060 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -3529140.500000 Penalty: 3055.754395
	Iteration 24Q: 3 clusters Score -3529140 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22025 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -3529191.500000 Penalty: 3055.754395
	Iteration 25Q: 3 clusters Score -3529192 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -3529265.750000 Penalty: 3055.754395
	Iteration 26Q: 3 clusters Score -3529266 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -3529318.000000 Penalty: 3055.754395
	Iteration 27Q: 3 clusters Score -3529318 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22696 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -3529399.250000 Penalty: 3055.754395
	Iteration 28Q: 3 clusters Score -3529399 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -3529471.750000 Penalty: 3055.754395
	Iteration 29Q: 3 clusters Score -3529472 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23113 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -3529523.500000 Penalty: 3055.754395
	Iteration 30Q: 3 clusters Score -3529524 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23308 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -3529588.500000 Penalty: 3055.754395
	Iteration 31Q: 3 clusters Score -3529588 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -3529652.500000 Penalty: 3055.754395
	Iteration 32Q: 3 clusters Score -3529652 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -3529714.000000 Penalty: 3055.754395
	Iteration 33Q: 3 clusters Score -3529714 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -3529765.000000 Penalty: 3055.754395
	Iteration 34Q: 3 clusters Score -3529765 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23938 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -3529812.500000 Penalty: 3055.754395
	Iteration 35Q: 3 clusters Score -3529812 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24053 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -3529849.250000 Penalty: 3055.754395
	Iteration 36Q: 3 clusters Score -3529849 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24166 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -3529874.250000 Penalty: 3055.754395
	Iteration 37Q: 3 clusters Score -3529874 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24287 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -3529923.000000 Penalty: 3055.754395
	Iteration 38Q: 3 clusters Score -3529923 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24404 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -3529951.750000 Penalty: 3055.754395
	Iteration 39Q: 3 clusters Score -3529952 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24526 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -3529992.750000 Penalty: 3055.754395
	Iteration 40F: 3 clusters Score -3529993 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24628 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -3530013.250000 Penalty: 3055.754395
	Iteration 41Q: 3 clusters Score -3530013 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24712 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -3530032.500000 Penalty: 3055.754395
	Iteration 42Q: 3 clusters Score -3530032 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24789 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -3530051.000000 Penalty: 3055.754395
	Iteration 43Q: 3 clusters Score -3530051 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24882 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -3530080.000000 Penalty: 3055.754395
	Iteration 44Q: 3 clusters Score -3530080 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24967 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -3530105.000000 Penalty: 3055.754395
	Iteration 45Q: 3 clusters Score -3530105 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25065 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -3530141.000000 Penalty: 3055.754395
	Iteration 46Q: 3 clusters Score -3530141 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -3530168.000000 Penalty: 3055.754395
	Iteration 47Q: 3 clusters Score -3530168 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25259 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -3530194.750000 Penalty: 3055.754395
	Iteration 48Q: 3 clusters Score -3530195 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25368 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -3530232.500000 Penalty: 3055.754395
	Iteration 49Q: 3 clusters Score -3530232 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25479 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -3530264.250000 Penalty: 3055.754395
	Iteration 50Q: 3 clusters Score -3530264 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25562 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -3530281.000000 Penalty: 3055.754395
	Iteration 51Q: 3 clusters Score -3530281 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -3530309.000000 Penalty: 3055.754395
	Iteration 52Q: 3 clusters Score -3530309 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25715 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -3530318.250000 Penalty: 3055.754395
	Iteration 53Q: 3 clusters Score -3530318 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25777 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -3530345.250000 Penalty: 3055.754395
	Iteration 54Q: 3 clusters Score -3530345 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25841 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -3530368.000000 Penalty: 3055.754395
	Iteration 55Q: 3 clusters Score -3530368 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -3530389.500000 Penalty: 3055.754395
	Iteration 56Q: 3 clusters Score -3530390 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25984 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -3530416.000000 Penalty: 3055.754395
	Iteration 57Q: 3 clusters Score -3530416 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26069 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -3530442.000000 Penalty: 3055.754395
	Iteration 58Q: 3 clusters Score -3530442 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26137 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -3530467.500000 Penalty: 3055.754395
	Iteration 59Q: 3 clusters Score -3530468 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26184 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -3530472.500000 Penalty: 3055.754395
	Iteration 60F: 3 clusters Score -3530472 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26227 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -3530482.500000 Penalty: 3055.754395
	Iteration 61Q: 3 clusters Score -3530482 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26270 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -3530494.750000 Penalty: 3055.754395
	Iteration 62Q: 3 clusters Score -3530495 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26315 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -3530500.250000 Penalty: 3055.754395
	Iteration 63Q: 3 clusters Score -3530500 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26364 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -3530514.500000 Penalty: 3055.754395
	Iteration 64Q: 3 clusters Score -3530514 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26409 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -3530531.500000 Penalty: 3055.754395
	Iteration 65Q: 3 clusters Score -3530532 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26455 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -3530538.250000 Penalty: 3055.754395
	Iteration 66Q: 3 clusters Score -3530538 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26500 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -3530548.000000 Penalty: 3055.754395
	Iteration 67Q: 3 clusters Score -3530548 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -3530559.250000 Penalty: 3055.754395
	Iteration 68Q: 3 clusters Score -3530559 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26604 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -3530573.500000 Penalty: 3055.754395
	Iteration 69Q: 3 clusters Score -3530574 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26649 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -3530582.000000 Penalty: 3055.754395
	Iteration 70Q: 3 clusters Score -3530582 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26694 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -3530597.250000 Penalty: 3055.754395
	Iteration 71Q: 3 clusters Score -3530597 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26734 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -3530604.250000 Penalty: 3055.754395
	Iteration 72Q: 3 clusters Score -3530604 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26761 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -3530608.250000 Penalty: 3055.754395
	Iteration 73Q: 3 clusters Score -3530608 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26789 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -3530618.250000 Penalty: 3055.754395
	Iteration 74Q: 3 clusters Score -3530618 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26810 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -3530628.750000 Penalty: 3055.754395
	Iteration 75Q: 3 clusters Score -3530629 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26822 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -3530625.750000 Penalty: 3055.754395
	Iteration 76Q: 3 clusters Score -3530626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26826 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -3530629.250000 Penalty: 3055.754395
	Iteration 77Q: 3 clusters Score -3530629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -3530633.500000 Penalty: 3055.754395
	Iteration 78Q: 3 clusters Score -3530634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26839 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -3530639.750000 Penalty: 3055.754395
	Iteration 79Q: 3 clusters Score -3530640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26847 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -3530636.500000 Penalty: 3055.754395
	Iteration 80F: 3 clusters Score -3530636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26853 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -3530638.500000 Penalty: 3055.754395
	Iteration 81Q: 3 clusters Score -3530638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26857 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -3530637.500000 Penalty: 3055.754395
	Iteration 82Q: 3 clusters Score -3530638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26864 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -3530637.000000 Penalty: 3055.754395
	Iteration 83Q: 3 clusters Score -3530637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26874 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -3530637.500000 Penalty: 3055.754395
	Iteration 84Q: 3 clusters Score -3530638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26880 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -3530638.000000 Penalty: 3055.754395
	Iteration 85Q: 3 clusters Score -3530638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26883 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -3530637.000000 Penalty: 3055.754395
	Iteration 86Q: 3 clusters Score -3530637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26890 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -3530645.000000 Penalty: 3055.754395
	Iteration 87Q: 3 clusters Score -3530645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26897 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -3530650.000000 Penalty: 3055.754395
	Iteration 88Q: 3 clusters Score -3530650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26900 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -3530644.750000 Penalty: 3055.754395
	Iteration 89Q: 3 clusters Score -3530645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26901 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -3530646.250000 Penalty: 3055.754395
	Iteration 90Q: 3 clusters Score -3530646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26902 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -3530645.000000 Penalty: 3055.754395
	Iteration 91Q: 3 clusters Score -3530645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26906 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -3530643.750000 Penalty: 3055.754395
	Iteration 92Q: 3 clusters Score -3530644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26909 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -3530643.750000 Penalty: 3055.754395
	Iteration 93Q: 3 clusters Score -3530644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26910 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -3530643.500000 Penalty: 3055.754395
	Iteration 94Q: 3 clusters Score -3530644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26913 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -3530642.500000 Penalty: 3055.754395
	Iteration 95Q: 3 clusters Score -3530642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26915 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -3530641.250000 Penalty: 3055.754395
	Iteration 96Q: 3 clusters Score -3530641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26918 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -3530644.750000 Penalty: 3055.754395
	Iteration 97Q: 3 clusters Score -3530645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26920 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -3530643.000000 Penalty: 3055.754395
	Iteration 98Q: 3 clusters Score -3530643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26921 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -3530644.750000 Penalty: 3055.754395
	Iteration 99Q: 3 clusters Score -3530645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26922 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -3530646.500000 Penalty: 3055.754395
	Iteration 100F: 3 clusters Score -3530646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26924 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -3530645.000000 Penalty: 3055.754395
	Iteration 101Q: 3 clusters Score -3530645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26924 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -3530645.000000 Penalty: 3055.754395
	Iteration 102F: 3 clusters Score -3530645 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (42196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42196 members 
Entering Unmasked Estep 
Score: -5188879.000000 Penalty: 1584.732056
	Iteration 0F: 2 clusters Score -5188879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 21209 members 
Entering Unmasked Estep 
Score: -5161564.500000 Penalty: 3169.464111
	Iteration 0F: 3 clusters Score -5161564 nChanged 19255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -5172395.000000 Penalty: 3169.464111
	Iteration 1F: 3 clusters Score -5172395 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 23084 members 
Entering Unmasked Estep 
Score: -5173260.000000 Penalty: 3169.464111
	Iteration 2F: 3 clusters Score -5173260 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 24047 members 
Entering Unmasked Estep 
Score: -5174292.500000 Penalty: 3169.464111
	Iteration 3F: 3 clusters Score -5174292 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 25423 members 
Entering Unmasked Estep 
Score: -5175503.500000 Penalty: 3169.464111
	Iteration 4F: 3 clusters Score -5175504 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 26967 members 
Entering Unmasked Estep 
Score: -5176794.000000 Penalty: 3169.464111
	Iteration 5F: 3 clusters Score -5176794 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 28682 members 
Entering Unmasked Estep 
Score: -5178249.000000 Penalty: 3169.464111
	Iteration 6F: 3 clusters Score -5178249 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 30569 members 
Entering Unmasked Estep 
Score: -5179903.000000 Penalty: 3169.464111
	Iteration 7F: 3 clusters Score -5179903 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 32589 members 
Entering Unmasked Estep 
Score: -5181670.500000 Penalty: 3169.464111
	Iteration 8F: 3 clusters Score -5181670 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 34464 members 
Entering Unmasked Estep 
Score: -5183285.500000 Penalty: 3169.464111
	Iteration 9F: 3 clusters Score -5183286 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 36025 members 
Entering Unmasked Estep 
Score: -5184685.500000 Penalty: 3169.464111
	Iteration 10Q: 3 clusters Score -5184686 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 37199 members 
Entering Unmasked Estep 
Score: -5185698.500000 Penalty: 3169.464111
	Iteration 11Q: 3 clusters Score -5185698 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 38036 members 
Entering Unmasked Estep 
Score: -5186295.500000 Penalty: 3169.464111
	Iteration 12Q: 3 clusters Score -5186296 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 38637 members 
Entering Unmasked Estep 
Score: -5186679.000000 Penalty: 3169.464111
	Iteration 13Q: 3 clusters Score -5186679 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 39087 members 
Entering Unmasked Estep 
Score: -5186953.000000 Penalty: 3169.464111
	Iteration 14Q: 3 clusters Score -5186953 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 39431 members 
Entering Unmasked Estep 
Score: -5187146.500000 Penalty: 3169.464111
	Iteration 15Q: 3 clusters Score -5187146 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 39732 members 
Entering Unmasked Estep 
Score: -5187317.000000 Penalty: 3169.464111
	Iteration 16Q: 3 clusters Score -5187317 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 39954 members 
Entering Unmasked Estep 
Score: -5187417.500000 Penalty: 3169.464111
	Iteration 17Q: 3 clusters Score -5187418 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 40136 members 
Entering Unmasked Estep 
Score: -5187487.500000 Penalty: 3169.464111
	Iteration 18Q: 3 clusters Score -5187488 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 40275 members 
Entering Unmasked Estep 
Score: -5187557.500000 Penalty: 3169.464111
	Iteration 19Q: 3 clusters Score -5187558 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 40381 members 
Entering Unmasked Estep 
Score: -5187590.500000 Penalty: 3169.464111
	Iteration 20F: 3 clusters Score -5187590 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 40466 members 
Entering Unmasked Estep 
Score: -5187626.500000 Penalty: 3169.464111
	Iteration 21Q: 3 clusters Score -5187626 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 40542 members 
Entering Unmasked Estep 
Score: -5187653.500000 Penalty: 3169.464111
	Iteration 22Q: 3 clusters Score -5187654 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 40609 members 
Entering Unmasked Estep 
Score: -5187670.500000 Penalty: 3169.464111
	Iteration 23Q: 3 clusters Score -5187670 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 40674 members 
Entering Unmasked Estep 
Score: -5187686.500000 Penalty: 3169.464111
	Iteration 24Q: 3 clusters Score -5187686 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 40730 members 
Entering Unmasked Estep 
Score: -5187709.000000 Penalty: 3169.464111
	Iteration 25Q: 3 clusters Score -5187709 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 40774 members 
Entering Unmasked Estep 
Score: -5187719.000000 Penalty: 3169.464111
	Iteration 26Q: 3 clusters Score -5187719 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 40817 members 
Entering Unmasked Estep 
Score: -5187732.000000 Penalty: 3169.464111
	Iteration 27Q: 3 clusters Score -5187732 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 40853 members 
Entering Unmasked Estep 
Score: -5187746.000000 Penalty: 3169.464111
	Iteration 28Q: 3 clusters Score -5187746 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 40888 members 
Entering Unmasked Estep 
Score: -5187765.500000 Penalty: 3169.464111
	Iteration 29Q: 3 clusters Score -5187766 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 40911 members 
Entering Unmasked Estep 
Score: -5187766.500000 Penalty: 3169.464111
	Iteration 30Q: 3 clusters Score -5187766 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 40926 members 
Entering Unmasked Estep 
Score: -5187769.500000 Penalty: 3169.464111
	Iteration 31Q: 3 clusters Score -5187770 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 40942 members 
Entering Unmasked Estep 
Score: -5187770.000000 Penalty: 3169.464111
	Iteration 32Q: 3 clusters Score -5187770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 40948 members 
Entering Unmasked Estep 
Score: -5187777.500000 Penalty: 3169.464111
	Iteration 33Q: 3 clusters Score -5187778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 40958 members 
Entering Unmasked Estep 
Score: -5187780.000000 Penalty: 3169.464111
	Iteration 34Q: 3 clusters Score -5187780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 40969 members 
Entering Unmasked Estep 
Score: -5187788.000000 Penalty: 3169.464111
	Iteration 35Q: 3 clusters Score -5187788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 40980 members 
Entering Unmasked Estep 
Score: -5187790.500000 Penalty: 3169.464111
	Iteration 36Q: 3 clusters Score -5187790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 40989 members 
Entering Unmasked Estep 
Score: -5187798.500000 Penalty: 3169.464111
	Iteration 37Q: 3 clusters Score -5187798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 40998 members 
Entering Unmasked Estep 
Score: -5187802.500000 Penalty: 3169.464111
	Iteration 38Q: 3 clusters Score -5187802 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 41007 members 
Entering Unmasked Estep 
Score: -5187803.500000 Penalty: 3169.464111
	Iteration 39Q: 3 clusters Score -5187804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 41015 members 
Entering Unmasked Estep 
Score: -5187810.000000 Penalty: 3169.464111
	Iteration 40F: 3 clusters Score -5187810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 41020 members 
Entering Unmasked Estep 
Score: -5187803.500000 Penalty: 3169.464111
	Iteration 41Q: 3 clusters Score -5187804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 41022 members 
Entering Unmasked Estep 
Score: -5187806.000000 Penalty: 3169.464111
	Iteration 42Q: 3 clusters Score -5187806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 41025 members 
Entering Unmasked Estep 
Score: -5187808.000000 Penalty: 3169.464111
	Iteration 43Q: 3 clusters Score -5187808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 41025 members 
Entering Unmasked Estep 
Score: -5187809.500000 Penalty: 3169.464111
	Iteration 44Q: 3 clusters Score -5187810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 41025 members 
Entering Unmasked Estep 
Score: -5187809.500000 Penalty: 3169.464111
	Iteration 45F: 3 clusters Score -5187810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (32654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32654 members 
Entering Unmasked Estep 
Score: -4088255.750000 Penalty: 1546.585938
	Iteration 0F: 2 clusters Score -4088256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -4066914.750000 Penalty: 3093.171875
	Iteration 0F: 3 clusters Score -4066915 nChanged 14869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -4075094.000000 Penalty: 3093.171875
	Iteration 1F: 3 clusters Score -4075094 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -4075544.750000 Penalty: 3093.171875
	Iteration 2Q: 3 clusters Score -4075545 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -4075897.250000 Penalty: 3093.171875
	Iteration 3Q: 3 clusters Score -4075897 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -4076308.250000 Penalty: 3093.171875
	Iteration 4Q: 3 clusters Score -4076308 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -4076793.250000 Penalty: 3093.171875
	Iteration 5Q: 3 clusters Score -4076793 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -4077469.500000 Penalty: 3093.171875
	Iteration 6Q: 3 clusters Score -4077470 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -4078567.000000 Penalty: 3093.171875
	Iteration 7F: 3 clusters Score -4078567 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24990 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -4080190.750000 Penalty: 3093.171875
	Iteration 8F: 3 clusters Score -4080191 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27432 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -4082246.500000 Penalty: 3093.171875
	Iteration 9F: 3 clusters Score -4082246 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29620 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -4084232.500000 Penalty: 3093.171875
	Iteration 10F: 3 clusters Score -4084232 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31113 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -4085656.000000 Penalty: 3093.171875
	Iteration 11Q: 3 clusters Score -4085656 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31902 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -4086417.000000 Penalty: 3093.171875
	Iteration 12Q: 3 clusters Score -4086417 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32213 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -4086741.250000 Penalty: 3093.171875
	Iteration 13Q: 3 clusters Score -4086741 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32308 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -4086868.500000 Penalty: 3093.171875
	Iteration 14Q: 3 clusters Score -4086868 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32348 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -4086942.250000 Penalty: 3093.171875
	Iteration 15Q: 3 clusters Score -4086942 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32375 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -4086974.000000 Penalty: 3093.171875
	Iteration 16Q: 3 clusters Score -4086974 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32389 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -4087000.750000 Penalty: 3093.171875
	Iteration 17Q: 3 clusters Score -4087001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32396 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -4087012.000000 Penalty: 3093.171875
	Iteration 18Q: 3 clusters Score -4087012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32399 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -4087017.750000 Penalty: 3093.171875
	Iteration 19Q: 3 clusters Score -4087018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32401 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -4087025.750000 Penalty: 3093.171875
	Iteration 20F: 3 clusters Score -4087026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32403 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -4087028.250000 Penalty: 3093.171875
	Iteration 21Q: 3 clusters Score -4087028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32406 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -4087027.250000 Penalty: 3093.171875
	Iteration 22Q: 3 clusters Score -4087027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32406 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -4087031.250000 Penalty: 3093.171875
	Iteration 23Q: 3 clusters Score -4087031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32404 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -4087031.750000 Penalty: 3093.171875
	Iteration 24Q: 3 clusters Score -4087032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32403 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -4087034.250000 Penalty: 3093.171875
	Iteration 25Q: 3 clusters Score -4087034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32403 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -4087034.250000 Penalty: 3093.171875
	Iteration 26F: 3 clusters Score -4087034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Entering Unmasked Estep 
Score: -189388.671875 Penalty: 1102.028198
	Iteration 0F: 2 clusters Score -189388.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -187742.265625 Penalty: 2204.056396
	Iteration 0F: 3 clusters Score -187742.3 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -188156.203125 Penalty: 2204.056396
	Iteration 1F: 3 clusters Score -188156.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -188294.546875 Penalty: 2204.056396
	Iteration 2F: 3 clusters Score -188294.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -188380.171875 Penalty: 2204.056396
	Iteration 3Q: 3 clusters Score -188380.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -188426.343750 Penalty: 2204.056396
	Iteration 4Q: 3 clusters Score -188426.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -188448.796875 Penalty: 2204.056396
	Iteration 5Q: 3 clusters Score -188448.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -188467.234375 Penalty: 2204.056396
	Iteration 6Q: 3 clusters Score -188467.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -188475.718750 Penalty: 2204.056396
	Iteration 7Q: 3 clusters Score -188475.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -188484.906250 Penalty: 2204.056396
	Iteration 8Q: 3 clusters Score -188484.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -188493.609375 Penalty: 2204.056396
	Iteration 9Q: 3 clusters Score -188493.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -188502.406250 Penalty: 2204.056396
	Iteration 10Q: 3 clusters Score -188502.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -188510.453125 Penalty: 2204.056396
	Iteration 11Q: 3 clusters Score -188510.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -188517.875000 Penalty: 2204.056396
	Iteration 12Q: 3 clusters Score -188517.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -188524.718750 Penalty: 2204.056396
	Iteration 13Q: 3 clusters Score -188524.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -188533.312500 Penalty: 2204.056396
	Iteration 14Q: 3 clusters Score -188533.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -188541.765625 Penalty: 2204.056396
	Iteration 15Q: 3 clusters Score -188541.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -188548.078125 Penalty: 2204.056396
	Iteration 16Q: 3 clusters Score -188548.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -188550.109375 Penalty: 2204.056396
	Iteration 17Q: 3 clusters Score -188550.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -188550.640625 Penalty: 2204.056396
	Iteration 18Q: 3 clusters Score -188550.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -188551.703125 Penalty: 2204.056396
	Iteration 19Q: 3 clusters Score -188551.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -188553.359375 Penalty: 2204.056396
	Iteration 20F: 3 clusters Score -188553.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -188554.562500 Penalty: 2204.056396
	Iteration 21Q: 3 clusters Score -188554.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -188554.875000 Penalty: 2204.056396
	Iteration 22Q: 3 clusters Score -188554.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -188555.703125 Penalty: 2204.056396
	Iteration 23Q: 3 clusters Score -188555.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -188558.765625 Penalty: 2204.056396
	Iteration 24Q: 3 clusters Score -188558.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -188561.093750 Penalty: 2204.056396
	Iteration 25Q: 3 clusters Score -188561.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -188564.140625 Penalty: 2204.056396
	Iteration 26Q: 3 clusters Score -188564.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -188568.000000 Penalty: 2204.056396
	Iteration 27Q: 3 clusters Score -188568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -188573.296875 Penalty: 2204.056396
	Iteration 28Q: 3 clusters Score -188573.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -188574.937500 Penalty: 2204.056396
	Iteration 29Q: 3 clusters Score -188574.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -188576.140625 Penalty: 2204.056396
	Iteration 30Q: 3 clusters Score -188576.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -188577.218750 Penalty: 2204.056396
	Iteration 31Q: 3 clusters Score -188577.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -188577.218750 Penalty: 2204.056396
	Iteration 32F: 3 clusters Score -188577.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (90351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90351 members 
Entering Unmasked Estep 
Score: -11317573.000000 Penalty: 1698.024902
	Iteration 0F: 2 clusters Score -1.131757e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44890 members 
Mstep: Class 2 contains 45461 members 
Entering Unmasked Estep 
Score: -11270828.000000 Penalty: 3396.049805
	Iteration 0F: 3 clusters Score -1.127083e+07 nChanged 42496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40782 members 
Mstep: Class 2 contains 49569 members 
Entering Unmasked Estep 
Score: -11295498.000000 Penalty: 3396.049805
	Iteration 1F: 3 clusters Score -1.12955e+07 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38835 members 
Mstep: Class 2 contains 51516 members 
Entering Unmasked Estep 
Score: -11296500.000000 Penalty: 3396.049805
	Iteration 2Q: 3 clusters Score -1.12965e+07 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36471 members 
Mstep: Class 2 contains 53880 members 
Entering Unmasked Estep 
Score: -11297727.000000 Penalty: 3396.049805
	Iteration 3Q: 3 clusters Score -1.129773e+07 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33609 members 
Mstep: Class 2 contains 56742 members 
Entering Unmasked Estep 
Score: -11299295.000000 Penalty: 3396.049805
	Iteration 4Q: 3 clusters Score -1.12993e+07 nChanged 4835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30486 members 
Mstep: Class 2 contains 59865 members 
Entering Unmasked Estep 
Score: -11301401.000000 Penalty: 3396.049805
	Iteration 5F: 3 clusters Score -1.13014e+07 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27501 members 
Mstep: Class 2 contains 62850 members 
Entering Unmasked Estep 
Score: -11304240.000000 Penalty: 3396.049805
	Iteration 6F: 3 clusters Score -1.130424e+07 nChanged 5291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25542 members 
Mstep: Class 2 contains 64809 members 
Entering Unmasked Estep 
Score: -11307723.000000 Penalty: 3396.049805
	Iteration 7F: 3 clusters Score -1.130772e+07 nChanged 5070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25222 members 
Mstep: Class 2 contains 65129 members 
Entering Unmasked Estep 
Score: -11310517.000000 Penalty: 3396.049805
	Iteration 8F: 3 clusters Score -1.131052e+07 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25810 members 
Mstep: Class 2 contains 64541 members 
Entering Unmasked Estep 
Score: -11311738.000000 Penalty: 3396.049805
	Iteration 9Q: 3 clusters Score -1.131174e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26688 members 
Mstep: Class 2 contains 63663 members 
Entering Unmasked Estep 
Score: -11311912.000000 Penalty: 3396.049805
	Iteration 10Q: 3 clusters Score -1.131191e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27643 members 
Mstep: Class 2 contains 62708 members 
Entering Unmasked Estep 
Score: -11311875.000000 Penalty: 3396.049805
	Iteration 11Q: 3 clusters Score -1.131188e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28641 members 
Mstep: Class 2 contains 61710 members 
Entering Unmasked Estep 
Score: -11311869.000000 Penalty: 3396.049805
	Iteration 12Q: 3 clusters Score -1.131187e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29730 members 
Mstep: Class 2 contains 60621 members 
Entering Unmasked Estep 
Score: -11311785.000000 Penalty: 3396.049805
	Iteration 13Q: 3 clusters Score -1.131178e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30817 members 
Mstep: Class 2 contains 59534 members 
Entering Unmasked Estep 
Score: -11311655.000000 Penalty: 3396.049805
	Iteration 14Q: 3 clusters Score -1.131166e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31951 members 
Mstep: Class 2 contains 58400 members 
Entering Unmasked Estep 
Score: -11311647.000000 Penalty: 3396.049805
	Iteration 15Q: 3 clusters Score -1.131165e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33165 members 
Mstep: Class 2 contains 57186 members 
Entering Unmasked Estep 
Score: -11311633.000000 Penalty: 3396.049805
	Iteration 16Q: 3 clusters Score -1.131163e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34529 members 
Mstep: Class 2 contains 55822 members 
Entering Unmasked Estep 
Score: -11311619.000000 Penalty: 3396.049805
	Iteration 17Q: 3 clusters Score -1.131162e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36085 members 
Mstep: Class 2 contains 54266 members 
Entering Unmasked Estep 
Score: -11311684.000000 Penalty: 3396.049805
	Iteration 18Q: 3 clusters Score -1.131168e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37846 members 
Mstep: Class 2 contains 52505 members 
Entering Unmasked Estep 
Score: -11311714.000000 Penalty: 3396.049805
	Iteration 19Q: 3 clusters Score -1.131171e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40072 members 
Mstep: Class 2 contains 50279 members 
Entering Unmasked Estep 
Score: -11311801.000000 Penalty: 3396.049805
	Iteration 20F: 3 clusters Score -1.13118e+07 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42789 members 
Mstep: Class 2 contains 47562 members 
Entering Unmasked Estep 
Score: -11312026.000000 Penalty: 3396.049805
	Iteration 21Q: 3 clusters Score -1.131203e+07 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46068 members 
Mstep: Class 2 contains 44283 members 
Entering Unmasked Estep 
Score: -11312292.000000 Penalty: 3396.049805
	Iteration 22Q: 3 clusters Score -1.131229e+07 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49623 members 
Mstep: Class 2 contains 40728 members 
Entering Unmasked Estep 
Score: -11312419.000000 Penalty: 3396.049805
	Iteration 23Q: 3 clusters Score -1.131242e+07 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53322 members 
Mstep: Class 2 contains 37029 members 
Entering Unmasked Estep 
Score: -11312399.000000 Penalty: 3396.049805
	Iteration 24Q: 3 clusters Score -1.13124e+07 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56865 members 
Mstep: Class 2 contains 33486 members 
Entering Unmasked Estep 
Score: -11312646.000000 Penalty: 3396.049805
	Iteration 25Q: 3 clusters Score -1.131265e+07 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60434 members 
Mstep: Class 2 contains 29917 members 
Entering Unmasked Estep 
Score: -11313133.000000 Penalty: 3396.049805
	Iteration 26Q: 3 clusters Score -1.131313e+07 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64255 members 
Mstep: Class 2 contains 26096 members 
Entering Unmasked Estep 
Score: -11313742.000000 Penalty: 3396.049805
	Iteration 27Q: 3 clusters Score -1.131374e+07 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68182 members 
Mstep: Class 2 contains 22169 members 
Entering Unmasked Estep 
Score: -11314563.000000 Penalty: 3396.049805
	Iteration 28Q: 3 clusters Score -1.131456e+07 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71772 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -11315151.000000 Penalty: 3396.049805
	Iteration 29Q: 3 clusters Score -1.131515e+07 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75003 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -11315142.000000 Penalty: 3396.049805
	Iteration 30Q: 3 clusters Score -1.131514e+07 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77866 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -11315046.000000 Penalty: 3396.049805
	Iteration 31Q: 3 clusters Score -1.131505e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80039 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -11314789.000000 Penalty: 3396.049805
	Iteration 32Q: 3 clusters Score -1.131479e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81713 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -11314662.000000 Penalty: 3396.049805
	Iteration 33Q: 3 clusters Score -1.131466e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82906 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -11314601.000000 Penalty: 3396.049805
	Iteration 34Q: 3 clusters Score -1.13146e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83781 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -11314578.000000 Penalty: 3396.049805
	Iteration 35Q: 3 clusters Score -1.131458e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84402 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -11314524.000000 Penalty: 3396.049805
	Iteration 36Q: 3 clusters Score -1.131452e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84936 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -11314567.000000 Penalty: 3396.049805
	Iteration 37Q: 3 clusters Score -1.131457e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85341 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -11314502.000000 Penalty: 3396.049805
	Iteration 38Q: 3 clusters Score -1.13145e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85604 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -11314486.000000 Penalty: 3396.049805
	Iteration 39Q: 3 clusters Score -1.131449e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85784 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -11316281.000000 Penalty: 3396.049805
	Iteration 40F: 3 clusters Score -1.131628e+07 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88118 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -11316077.000000 Penalty: 3396.049805
	Iteration 41Q: 3 clusters Score -1.131608e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89080 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -11316109.000000 Penalty: 3396.049805
	Iteration 42Q: 3 clusters Score -1.131611e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89537 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -11316135.000000 Penalty: 3396.049805
	Iteration 43Q: 3 clusters Score -1.131614e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89752 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -11316223.000000 Penalty: 3396.049805
	Iteration 44Q: 3 clusters Score -1.131622e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89869 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -11316235.000000 Penalty: 3396.049805
	Iteration 45Q: 3 clusters Score -1.131624e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89935 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -11316275.000000 Penalty: 3396.049805
	Iteration 46Q: 3 clusters Score -1.131628e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89976 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -11316290.000000 Penalty: 3396.049805
	Iteration 47Q: 3 clusters Score -1.131629e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89997 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -11316303.000000 Penalty: 3396.049805
	Iteration 48Q: 3 clusters Score -1.13163e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90013 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -11316305.000000 Penalty: 3396.049805
	Iteration 49Q: 3 clusters Score -1.13163e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90021 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -11316307.000000 Penalty: 3396.049805
	Iteration 50Q: 3 clusters Score -1.131631e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90027 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -11316307.000000 Penalty: 3396.049805
	Iteration 51Q: 3 clusters Score -1.131631e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90032 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -11316328.000000 Penalty: 3396.049805
	Iteration 52Q: 3 clusters Score -1.131633e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90033 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -11316329.000000 Penalty: 3396.049805
	Iteration 53Q: 3 clusters Score -1.131633e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90034 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -11316329.000000 Penalty: 3396.049805
	Iteration 54Q: 3 clusters Score -1.131633e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90034 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -11316329.000000 Penalty: 3396.049805
	Iteration 55F: 3 clusters Score -1.131633e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Entering Unmasked Estep 
Score: -1191389.250000 Penalty: 1366.929565
	Iteration 0F: 2 clusters Score -1191389 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 4853 members 
Entering Unmasked Estep 
Score: -1184648.750000 Penalty: 2733.859131
	Iteration 0F: 3 clusters Score -1184649 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1186903.750000 Penalty: 2733.859131
	Iteration 1F: 3 clusters Score -1186904 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1187229.000000 Penalty: 2733.859131
	Iteration 2F: 3 clusters Score -1187229 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1187492.375000 Penalty: 2733.859131
	Iteration 3F: 3 clusters Score -1187492 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1187698.500000 Penalty: 2733.859131
	Iteration 4Q: 3 clusters Score -1187698 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1187908.125000 Penalty: 2733.859131
	Iteration 5Q: 3 clusters Score -1187908 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1188145.250000 Penalty: 2733.859131
	Iteration 6Q: 3 clusters Score -1188145 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1188392.500000 Penalty: 2733.859131
	Iteration 7Q: 3 clusters Score -1188392 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1188623.125000 Penalty: 2733.859131
	Iteration 8Q: 3 clusters Score -1188623 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1188815.750000 Penalty: 2733.859131
	Iteration 9Q: 3 clusters Score -1188816 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1188995.375000 Penalty: 2733.859131
	Iteration 10Q: 3 clusters Score -1188995 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1189178.875000 Penalty: 2733.859131
	Iteration 11Q: 3 clusters Score -1189179 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1189338.625000 Penalty: 2733.859131
	Iteration 12Q: 3 clusters Score -1189339 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1189478.750000 Penalty: 2733.859131
	Iteration 13Q: 3 clusters Score -1189479 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1189591.500000 Penalty: 2733.859131
	Iteration 14Q: 3 clusters Score -1189592 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1189686.125000 Penalty: 2733.859131
	Iteration 15Q: 3 clusters Score -1189686 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1189783.750000 Penalty: 2733.859131
	Iteration 16Q: 3 clusters Score -1189784 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1189882.000000 Penalty: 2733.859131
	Iteration 17Q: 3 clusters Score -1189882 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1189954.250000 Penalty: 2733.859131
	Iteration 18Q: 3 clusters Score -1189954 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1190010.625000 Penalty: 2733.859131
	Iteration 19Q: 3 clusters Score -1190011 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1190055.500000 Penalty: 2733.859131
	Iteration 20F: 3 clusters Score -1190056 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1190093.250000 Penalty: 2733.859131
	Iteration 21Q: 3 clusters Score -1190093 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1190122.875000 Penalty: 2733.859131
	Iteration 22Q: 3 clusters Score -1190123 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1190141.250000 Penalty: 2733.859131
	Iteration 23Q: 3 clusters Score -1190141 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1190158.375000 Penalty: 2733.859131
	Iteration 24Q: 3 clusters Score -1190158 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1190172.250000 Penalty: 2733.859131
	Iteration 25Q: 3 clusters Score -1190172 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1190182.875000 Penalty: 2733.859131
	Iteration 26Q: 3 clusters Score -1190183 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1190191.500000 Penalty: 2733.859131
	Iteration 27Q: 3 clusters Score -1190192 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1190199.750000 Penalty: 2733.859131
	Iteration 28Q: 3 clusters Score -1190200 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1190209.875000 Penalty: 2733.859131
	Iteration 29Q: 3 clusters Score -1190210 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1190223.250000 Penalty: 2733.859131
	Iteration 30Q: 3 clusters Score -1190223 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1190229.625000 Penalty: 2733.859131
	Iteration 31Q: 3 clusters Score -1190230 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1190238.750000 Penalty: 2733.859131
	Iteration 32Q: 3 clusters Score -1190239 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1190244.000000 Penalty: 2733.859131
	Iteration 33Q: 3 clusters Score -1190244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1190249.125000 Penalty: 2733.859131
	Iteration 34Q: 3 clusters Score -1190249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1190253.875000 Penalty: 2733.859131
	Iteration 35Q: 3 clusters Score -1190254 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1190260.125000 Penalty: 2733.859131
	Iteration 36Q: 3 clusters Score -1190260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1190264.125000 Penalty: 2733.859131
	Iteration 37Q: 3 clusters Score -1190264 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1190270.750000 Penalty: 2733.859131
	Iteration 38Q: 3 clusters Score -1190271 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1190273.625000 Penalty: 2733.859131
	Iteration 39Q: 3 clusters Score -1190274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1190275.125000 Penalty: 2733.859131
	Iteration 40F: 3 clusters Score -1190275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1190277.750000 Penalty: 2733.859131
	Iteration 41Q: 3 clusters Score -1190278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1190282.000000 Penalty: 2733.859131
	Iteration 42Q: 3 clusters Score -1190282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1190283.750000 Penalty: 2733.859131
	Iteration 43Q: 3 clusters Score -1190284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1190282.625000 Penalty: 2733.859131
	Iteration 44Q: 3 clusters Score -1190283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1190283.500000 Penalty: 2733.859131
	Iteration 45Q: 3 clusters Score -1190284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1190284.625000 Penalty: 2733.859131
	Iteration 46Q: 3 clusters Score -1190285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1190285.875000 Penalty: 2733.859131
	Iteration 47Q: 3 clusters Score -1190286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1190286.000000 Penalty: 2733.859131
	Iteration 48Q: 3 clusters Score -1190286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1190285.500000 Penalty: 2733.859131
	Iteration 49Q: 3 clusters Score -1190286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1190286.000000 Penalty: 2733.859131
	Iteration 50Q: 3 clusters Score -1190286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1190286.125000 Penalty: 2733.859131
	Iteration 51Q: 3 clusters Score -1190286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1190286.375000 Penalty: 2733.859131
	Iteration 52Q: 3 clusters Score -1190286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1190284.000000 Penalty: 2733.859131
	Iteration 53Q: 3 clusters Score -1190284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1190284.000000 Penalty: 2733.859131
	Iteration 54F: 3 clusters Score -1190284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Entering Unmasked Estep 
Score: -47821.019531 Penalty: 902.291260
	Iteration 0F: 2 clusters Score -47821.02 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 224 members 
Entering Unmasked Estep 
Score: -46941.179688 Penalty: 1804.582520
	Iteration 0F: 3 clusters Score -46941.18 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -47116.492188 Penalty: 1804.582520
	Iteration 1F: 3 clusters Score -47116.49 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -47198.476562 Penalty: 1804.582520
	Iteration 2Q: 3 clusters Score -47198.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -47248.269531 Penalty: 1804.582520
	Iteration 3Q: 3 clusters Score -47248.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -47284.089844 Penalty: 1804.582520
	Iteration 4Q: 3 clusters Score -47284.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -47316.531250 Penalty: 1804.582520
	Iteration 5Q: 3 clusters Score -47316.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -47358.023438 Penalty: 1804.582520
	Iteration 6Q: 3 clusters Score -47358.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -47385.203125 Penalty: 1804.582520
	Iteration 7Q: 3 clusters Score -47385.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -47402.660156 Penalty: 1804.582520
	Iteration 8Q: 3 clusters Score -47402.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -47412.835938 Penalty: 1804.582520
	Iteration 9Q: 3 clusters Score -47412.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -47422.109375 Penalty: 1804.582520
	Iteration 10Q: 3 clusters Score -47422.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -47427.816406 Penalty: 1804.582520
	Iteration 11Q: 3 clusters Score -47427.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -47433.351562 Penalty: 1804.582520
	Iteration 12Q: 3 clusters Score -47433.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -47446.089844 Penalty: 1804.582520
	Iteration 13Q: 3 clusters Score -47446.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -47457.542969 Penalty: 1804.582520
	Iteration 14Q: 3 clusters Score -47457.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -47458.914062 Penalty: 1804.582520
	Iteration 15Q: 3 clusters Score -47458.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -47460.656250 Penalty: 1804.582520
	Iteration 16Q: 3 clusters Score -47460.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -47460.656250 Penalty: 1804.582520
	Iteration 17F: 3 clusters Score -47460.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Entering Unmasked Estep 
Score: -728510.375000 Penalty: 1288.335938
	Iteration 0F: 2 clusters Score -728510.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -724346.500000 Penalty: 2576.671875
	Iteration 0F: 3 clusters Score -724346.5 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -725523.500000 Penalty: 2576.671875
	Iteration 1F: 3 clusters Score -725523.5 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -725750.625000 Penalty: 2576.671875
	Iteration 2F: 3 clusters Score -725750.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -725881.062500 Penalty: 2576.671875
	Iteration 3Q: 3 clusters Score -725881.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -725967.812500 Penalty: 2576.671875
	Iteration 4Q: 3 clusters Score -725967.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -726024.250000 Penalty: 2576.671875
	Iteration 5Q: 3 clusters Score -726024.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -726075.750000 Penalty: 2576.671875
	Iteration 6Q: 3 clusters Score -726075.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -726118.000000 Penalty: 2576.671875
	Iteration 7Q: 3 clusters Score -726118 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -726153.062500 Penalty: 2576.671875
	Iteration 8Q: 3 clusters Score -726153.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -726182.937500 Penalty: 2576.671875
	Iteration 9Q: 3 clusters Score -726182.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -726201.937500 Penalty: 2576.671875
	Iteration 10Q: 3 clusters Score -726201.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -726216.437500 Penalty: 2576.671875
	Iteration 11Q: 3 clusters Score -726216.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -726229.125000 Penalty: 2576.671875
	Iteration 12Q: 3 clusters Score -726229.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -726239.812500 Penalty: 2576.671875
	Iteration 13Q: 3 clusters Score -726239.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -726247.125000 Penalty: 2576.671875
	Iteration 14Q: 3 clusters Score -726247.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -726257.000000 Penalty: 2576.671875
	Iteration 15Q: 3 clusters Score -726257 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -726263.437500 Penalty: 2576.671875
	Iteration 16Q: 3 clusters Score -726263.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -726270.187500 Penalty: 2576.671875
	Iteration 17Q: 3 clusters Score -726270.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -726277.812500 Penalty: 2576.671875
	Iteration 18Q: 3 clusters Score -726277.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -726285.000000 Penalty: 2576.671875
	Iteration 19Q: 3 clusters Score -726285 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -726292.875000 Penalty: 2576.671875
	Iteration 20F: 3 clusters Score -726292.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -726294.250000 Penalty: 2576.671875
	Iteration 21Q: 3 clusters Score -726294.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -726301.187500 Penalty: 2576.671875
	Iteration 22Q: 3 clusters Score -726301.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -726302.000000 Penalty: 2576.671875
	Iteration 23Q: 3 clusters Score -726302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -726304.375000 Penalty: 2576.671875
	Iteration 24Q: 3 clusters Score -726304.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -726308.875000 Penalty: 2576.671875
	Iteration 25Q: 3 clusters Score -726308.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -726312.312500 Penalty: 2576.671875
	Iteration 26Q: 3 clusters Score -726312.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -726316.062500 Penalty: 2576.671875
	Iteration 27Q: 3 clusters Score -726316.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -726322.437500 Penalty: 2576.671875
	Iteration 28Q: 3 clusters Score -726322.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -726330.750000 Penalty: 2576.671875
	Iteration 29Q: 3 clusters Score -726330.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -726333.687500 Penalty: 2576.671875
	Iteration 30Q: 3 clusters Score -726333.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -726337.625000 Penalty: 2576.671875
	Iteration 31Q: 3 clusters Score -726337.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -726344.437500 Penalty: 2576.671875
	Iteration 32Q: 3 clusters Score -726344.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -726349.125000 Penalty: 2576.671875
	Iteration 33Q: 3 clusters Score -726349.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -726355.312500 Penalty: 2576.671875
	Iteration 34Q: 3 clusters Score -726355.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -726360.750000 Penalty: 2576.671875
	Iteration 35Q: 3 clusters Score -726360.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -726365.687500 Penalty: 2576.671875
	Iteration 36Q: 3 clusters Score -726365.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -726372.187500 Penalty: 2576.671875
	Iteration 37Q: 3 clusters Score -726372.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -726376.562500 Penalty: 2576.671875
	Iteration 38Q: 3 clusters Score -726376.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -726380.375000 Penalty: 2576.671875
	Iteration 39Q: 3 clusters Score -726380.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -726387.437500 Penalty: 2576.671875
	Iteration 40F: 3 clusters Score -726387.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -726395.000000 Penalty: 2576.671875
	Iteration 41Q: 3 clusters Score -726395 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -726405.562500 Penalty: 2576.671875
	Iteration 42Q: 3 clusters Score -726405.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -726414.750000 Penalty: 2576.671875
	Iteration 43Q: 3 clusters Score -726414.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -726425.000000 Penalty: 2576.671875
	Iteration 44Q: 3 clusters Score -726425 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -726434.000000 Penalty: 2576.671875
	Iteration 45Q: 3 clusters Score -726434 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -726446.375000 Penalty: 2576.671875
	Iteration 46Q: 3 clusters Score -726446.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -726460.125000 Penalty: 2576.671875
	Iteration 47Q: 3 clusters Score -726460.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -726478.000000 Penalty: 2576.671875
	Iteration 48Q: 3 clusters Score -726478 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -726497.312500 Penalty: 2576.671875
	Iteration 49Q: 3 clusters Score -726497.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -726517.500000 Penalty: 2576.671875
	Iteration 50Q: 3 clusters Score -726517.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -726539.937500 Penalty: 2576.671875
	Iteration 51Q: 3 clusters Score -726539.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -726560.000000 Penalty: 2576.671875
	Iteration 52Q: 3 clusters Score -726560 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -726575.625000 Penalty: 2576.671875
	Iteration 53Q: 3 clusters Score -726575.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -726590.000000 Penalty: 2576.671875
	Iteration 54Q: 3 clusters Score -726590 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -726609.125000 Penalty: 2576.671875
	Iteration 55Q: 3 clusters Score -726609.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -726626.187500 Penalty: 2576.671875
	Iteration 56Q: 3 clusters Score -726626.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -726644.625000 Penalty: 2576.671875
	Iteration 57Q: 3 clusters Score -726644.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -726667.750000 Penalty: 2576.671875
	Iteration 58Q: 3 clusters Score -726667.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -726702.000000 Penalty: 2576.671875
	Iteration 59Q: 3 clusters Score -726702 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -726731.875000 Penalty: 2576.671875
	Iteration 60F: 3 clusters Score -726731.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -726767.312500 Penalty: 2576.671875
	Iteration 61Q: 3 clusters Score -726767.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -726804.687500 Penalty: 2576.671875
	Iteration 62Q: 3 clusters Score -726804.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -726838.750000 Penalty: 2576.671875
	Iteration 63Q: 3 clusters Score -726838.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -726872.625000 Penalty: 2576.671875
	Iteration 64Q: 3 clusters Score -726872.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -726895.312500 Penalty: 2576.671875
	Iteration 65Q: 3 clusters Score -726895.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -726922.125000 Penalty: 2576.671875
	Iteration 66Q: 3 clusters Score -726922.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -726952.875000 Penalty: 2576.671875
	Iteration 67Q: 3 clusters Score -726952.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -726989.125000 Penalty: 2576.671875
	Iteration 68Q: 3 clusters Score -726989.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -727036.437500 Penalty: 2576.671875
	Iteration 69Q: 3 clusters Score -727036.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -727079.875000 Penalty: 2576.671875
	Iteration 70Q: 3 clusters Score -727079.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -727124.250000 Penalty: 2576.671875
	Iteration 71Q: 3 clusters Score -727124.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -727166.562500 Penalty: 2576.671875
	Iteration 72Q: 3 clusters Score -727166.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -727199.312500 Penalty: 2576.671875
	Iteration 73Q: 3 clusters Score -727199.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -727228.250000 Penalty: 2576.671875
	Iteration 74Q: 3 clusters Score -727228.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -727256.000000 Penalty: 2576.671875
	Iteration 75Q: 3 clusters Score -727256 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -727275.062500 Penalty: 2576.671875
	Iteration 76Q: 3 clusters Score -727275.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -727297.625000 Penalty: 2576.671875
	Iteration 77Q: 3 clusters Score -727297.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -727318.250000 Penalty: 2576.671875
	Iteration 78Q: 3 clusters Score -727318.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -727339.000000 Penalty: 2576.671875
	Iteration 79Q: 3 clusters Score -727339 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -727350.125000 Penalty: 2576.671875
	Iteration 80F: 3 clusters Score -727350.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -727357.375000 Penalty: 2576.671875
	Iteration 81Q: 3 clusters Score -727357.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -727368.375000 Penalty: 2576.671875
	Iteration 82Q: 3 clusters Score -727368.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -727377.437500 Penalty: 2576.671875
	Iteration 83Q: 3 clusters Score -727377.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -727387.250000 Penalty: 2576.671875
	Iteration 84Q: 3 clusters Score -727387.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -727393.875000 Penalty: 2576.671875
	Iteration 85Q: 3 clusters Score -727393.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -727400.500000 Penalty: 2576.671875
	Iteration 86Q: 3 clusters Score -727400.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -727403.187500 Penalty: 2576.671875
	Iteration 87Q: 3 clusters Score -727403.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -727404.562500 Penalty: 2576.671875
	Iteration 88Q: 3 clusters Score -727404.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -727405.000000 Penalty: 2576.671875
	Iteration 89Q: 3 clusters Score -727405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -727404.875000 Penalty: 2576.671875
	Iteration 90Q: 3 clusters Score -727404.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -727405.875000 Penalty: 2576.671875
	Iteration 91Q: 3 clusters Score -727405.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -727405.875000 Penalty: 2576.671875
	Iteration 92F: 3 clusters Score -727405.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Entering Unmasked Estep 
Score: -606390.500000 Penalty: 1272.477295
	Iteration 0F: 2 clusters Score -606390.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -602605.937500 Penalty: 2544.954590
	Iteration 0F: 3 clusters Score -602605.9 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -603801.125000 Penalty: 2544.954590
	Iteration 1F: 3 clusters Score -603801.1 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -604094.625000 Penalty: 2544.954590
	Iteration 2F: 3 clusters Score -604094.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -604305.062500 Penalty: 2544.954590
	Iteration 3F: 3 clusters Score -604305.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -604471.625000 Penalty: 2544.954590
	Iteration 4Q: 3 clusters Score -604471.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -604617.562500 Penalty: 2544.954590
	Iteration 5Q: 3 clusters Score -604617.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -604778.062500 Penalty: 2544.954590
	Iteration 6Q: 3 clusters Score -604778.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -604933.750000 Penalty: 2544.954590
	Iteration 7Q: 3 clusters Score -604933.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -605109.125000 Penalty: 2544.954590
	Iteration 8Q: 3 clusters Score -605109.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -605308.125000 Penalty: 2544.954590
	Iteration 9Q: 3 clusters Score -605308.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -605491.250000 Penalty: 2544.954590
	Iteration 10Q: 3 clusters Score -605491.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -605615.062500 Penalty: 2544.954590
	Iteration 11Q: 3 clusters Score -605615.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -605703.562500 Penalty: 2544.954590
	Iteration 12Q: 3 clusters Score -605703.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -605765.312500 Penalty: 2544.954590
	Iteration 13Q: 3 clusters Score -605765.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -605813.312500 Penalty: 2544.954590
	Iteration 14Q: 3 clusters Score -605813.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -605841.187500 Penalty: 2544.954590
	Iteration 15Q: 3 clusters Score -605841.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -605864.500000 Penalty: 2544.954590
	Iteration 16Q: 3 clusters Score -605864.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -605878.437500 Penalty: 2544.954590
	Iteration 17Q: 3 clusters Score -605878.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -605887.437500 Penalty: 2544.954590
	Iteration 18Q: 3 clusters Score -605887.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -605892.812500 Penalty: 2544.954590
	Iteration 19Q: 3 clusters Score -605892.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -605894.437500 Penalty: 2544.954590
	Iteration 20F: 3 clusters Score -605894.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -605896.875000 Penalty: 2544.954590
	Iteration 21Q: 3 clusters Score -605896.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -605899.187500 Penalty: 2544.954590
	Iteration 22Q: 3 clusters Score -605899.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -605900.250000 Penalty: 2544.954590
	Iteration 23Q: 3 clusters Score -605900.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -605902.687500 Penalty: 2544.954590
	Iteration 24Q: 3 clusters Score -605902.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -605903.562500 Penalty: 2544.954590
	Iteration 25Q: 3 clusters Score -605903.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -605905.062500 Penalty: 2544.954590
	Iteration 26Q: 3 clusters Score -605905.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -605904.687500 Penalty: 2544.954590
	Iteration 27Q: 3 clusters Score -605904.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -605905.500000 Penalty: 2544.954590
	Iteration 28Q: 3 clusters Score -605905.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -605905.500000 Penalty: 2544.954590
	Iteration 29F: 3 clusters Score -605905.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Entering Unmasked Estep 
Score: -664432.437500 Penalty: 1282.484497
	Iteration 0F: 2 clusters Score -664432.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -660440.187500 Penalty: 2564.968994
	Iteration 0F: 3 clusters Score -660440.2 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -661613.312500 Penalty: 2564.968994
	Iteration 1F: 3 clusters Score -661613.3 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -661836.750000 Penalty: 2564.968994
	Iteration 2F: 3 clusters Score -661836.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -661984.187500 Penalty: 2564.968994
	Iteration 3Q: 3 clusters Score -661984.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -662096.875000 Penalty: 2564.968994
	Iteration 4Q: 3 clusters Score -662096.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -662176.687500 Penalty: 2564.968994
	Iteration 5Q: 3 clusters Score -662176.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -662240.937500 Penalty: 2564.968994
	Iteration 6Q: 3 clusters Score -662240.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -662306.437500 Penalty: 2564.968994
	Iteration 7Q: 3 clusters Score -662306.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -662359.187500 Penalty: 2564.968994
	Iteration 8Q: 3 clusters Score -662359.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -662405.125000 Penalty: 2564.968994
	Iteration 9Q: 3 clusters Score -662405.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -662451.125000 Penalty: 2564.968994
	Iteration 10Q: 3 clusters Score -662451.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -662490.062500 Penalty: 2564.968994
	Iteration 11Q: 3 clusters Score -662490.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -662532.750000 Penalty: 2564.968994
	Iteration 12Q: 3 clusters Score -662532.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -662575.875000 Penalty: 2564.968994
	Iteration 13Q: 3 clusters Score -662575.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -662627.500000 Penalty: 2564.968994
	Iteration 14Q: 3 clusters Score -662627.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -662687.687500 Penalty: 2564.968994
	Iteration 15Q: 3 clusters Score -662687.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -662754.625000 Penalty: 2564.968994
	Iteration 16Q: 3 clusters Score -662754.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -662828.937500 Penalty: 2564.968994
	Iteration 17Q: 3 clusters Score -662828.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -662908.125000 Penalty: 2564.968994
	Iteration 18Q: 3 clusters Score -662908.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -662984.625000 Penalty: 2564.968994
	Iteration 19Q: 3 clusters Score -662984.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -663065.500000 Penalty: 2564.968994
	Iteration 20F: 3 clusters Score -663065.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -663137.812500 Penalty: 2564.968994
	Iteration 21Q: 3 clusters Score -663137.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -663204.750000 Penalty: 2564.968994
	Iteration 22Q: 3 clusters Score -663204.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -663271.812500 Penalty: 2564.968994
	Iteration 23Q: 3 clusters Score -663271.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -663334.125000 Penalty: 2564.968994
	Iteration 24Q: 3 clusters Score -663334.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -663395.500000 Penalty: 2564.968994
	Iteration 25Q: 3 clusters Score -663395.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -663447.562500 Penalty: 2564.968994
	Iteration 26Q: 3 clusters Score -663447.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -663485.812500 Penalty: 2564.968994
	Iteration 27Q: 3 clusters Score -663485.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -663531.875000 Penalty: 2564.968994
	Iteration 28Q: 3 clusters Score -663531.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -663573.937500 Penalty: 2564.968994
	Iteration 29Q: 3 clusters Score -663573.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -663607.187500 Penalty: 2564.968994
	Iteration 30Q: 3 clusters Score -663607.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -663637.250000 Penalty: 2564.968994
	Iteration 31Q: 3 clusters Score -663637.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -663662.062500 Penalty: 2564.968994
	Iteration 32Q: 3 clusters Score -663662.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -663681.875000 Penalty: 2564.968994
	Iteration 33Q: 3 clusters Score -663681.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -663693.437500 Penalty: 2564.968994
	Iteration 34Q: 3 clusters Score -663693.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -663703.062500 Penalty: 2564.968994
	Iteration 35Q: 3 clusters Score -663703.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -663711.375000 Penalty: 2564.968994
	Iteration 36Q: 3 clusters Score -663711.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -663716.750000 Penalty: 2564.968994
	Iteration 37Q: 3 clusters Score -663716.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -663719.875000 Penalty: 2564.968994
	Iteration 38Q: 3 clusters Score -663719.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -663723.812500 Penalty: 2564.968994
	Iteration 39Q: 3 clusters Score -663723.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -663727.062500 Penalty: 2564.968994
	Iteration 40F: 3 clusters Score -663727.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -663730.437500 Penalty: 2564.968994
	Iteration 41Q: 3 clusters Score -663730.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -663734.812500 Penalty: 2564.968994
	Iteration 42Q: 3 clusters Score -663734.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -663735.875000 Penalty: 2564.968994
	Iteration 43Q: 3 clusters Score -663735.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -663736.562500 Penalty: 2564.968994
	Iteration 44Q: 3 clusters Score -663736.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -663739.562500 Penalty: 2564.968994
	Iteration 45Q: 3 clusters Score -663739.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -663738.562500 Penalty: 2564.968994
	Iteration 46Q: 3 clusters Score -663738.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -663740.062500 Penalty: 2564.968994
	Iteration 47Q: 3 clusters Score -663740.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -663740.062500 Penalty: 2564.968994
	Iteration 48Q: 3 clusters Score -663740.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -663740.937500 Penalty: 2564.968994
	Iteration 49Q: 3 clusters Score -663740.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -663741.687500 Penalty: 2564.968994
	Iteration 50Q: 3 clusters Score -663741.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -663743.187500 Penalty: 2564.968994
	Iteration 51Q: 3 clusters Score -663743.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -663742.250000 Penalty: 2564.968994
	Iteration 52Q: 3 clusters Score -663742.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -663743.625000 Penalty: 2564.968994
	Iteration 53Q: 3 clusters Score -663743.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -663743.625000 Penalty: 2564.968994
	Iteration 54F: 3 clusters Score -663743.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Entering Unmasked Estep 
Score: -55003.242188 Penalty: 948.349976
	Iteration 0F: 2 clusters Score -55003.24 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 312 members 
Entering Unmasked Estep 
Score: -54030.890625 Penalty: 1896.699951
	Iteration 0F: 3 clusters Score -54030.89 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -54267.589844 Penalty: 1896.699951
	Iteration 1F: 3 clusters Score -54267.59 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -54335.144531 Penalty: 1896.699951
	Iteration 2Q: 3 clusters Score -54335.14 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -54365.574219 Penalty: 1896.699951
	Iteration 3Q: 3 clusters Score -54365.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -54374.031250 Penalty: 1896.699951
	Iteration 4Q: 3 clusters Score -54374.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -54374.031250 Penalty: 1896.699951
	Iteration 5F: 3 clusters Score -54374.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (34591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34591 members 
Entering Unmasked Estep 
Score: -4349846.500000 Penalty: 1555.160767
	Iteration 0F: 2 clusters Score -4349846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -4327380.500000 Penalty: 3110.321533
	Iteration 0F: 3 clusters Score -4327380 nChanged 15726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -4335937.500000 Penalty: 3110.321533
	Iteration 1F: 3 clusters Score -4335938 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -4336442.000000 Penalty: 3110.321533
	Iteration 2Q: 3 clusters Score -4336442 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -4336927.000000 Penalty: 3110.321533
	Iteration 3Q: 3 clusters Score -4336927 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -4337370.000000 Penalty: 3110.321533
	Iteration 4Q: 3 clusters Score -4337370 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -4337834.500000 Penalty: 3110.321533
	Iteration 5Q: 3 clusters Score -4337834 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21447 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -4338447.500000 Penalty: 3110.321533
	Iteration 6Q: 3 clusters Score -4338448 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -4339306.000000 Penalty: 3110.321533
	Iteration 7Q: 3 clusters Score -4339306 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25070 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -4340605.000000 Penalty: 3110.321533
	Iteration 8F: 3 clusters Score -4340605 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27380 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -4342290.500000 Penalty: 3110.321533
	Iteration 9F: 3 clusters Score -4342290 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29730 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -4344232.000000 Penalty: 3110.321533
	Iteration 10F: 3 clusters Score -4344232 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31784 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -4346086.000000 Penalty: 3110.321533
	Iteration 11F: 3 clusters Score -4346086 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33127 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -4347326.500000 Penalty: 3110.321533
	Iteration 12Q: 3 clusters Score -4347326 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33818 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -4347956.000000 Penalty: 3110.321533
	Iteration 13Q: 3 clusters Score -4347956 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34128 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -4348280.000000 Penalty: 3110.321533
	Iteration 14Q: 3 clusters Score -4348280 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34250 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -4348431.500000 Penalty: 3110.321533
	Iteration 15Q: 3 clusters Score -4348432 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34302 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -4348492.500000 Penalty: 3110.321533
	Iteration 16Q: 3 clusters Score -4348492 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34321 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -4348539.000000 Penalty: 3110.321533
	Iteration 17Q: 3 clusters Score -4348539 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34334 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -4348559.500000 Penalty: 3110.321533
	Iteration 18Q: 3 clusters Score -4348560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34339 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -4348564.000000 Penalty: 3110.321533
	Iteration 19Q: 3 clusters Score -4348564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34344 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -4348576.500000 Penalty: 3110.321533
	Iteration 20F: 3 clusters Score -4348576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34351 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -4348597.000000 Penalty: 3110.321533
	Iteration 21Q: 3 clusters Score -4348597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34354 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -4348608.000000 Penalty: 3110.321533
	Iteration 22Q: 3 clusters Score -4348608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34358 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -4348612.500000 Penalty: 3110.321533
	Iteration 23Q: 3 clusters Score -4348612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34360 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -4348620.500000 Penalty: 3110.321533
	Iteration 24Q: 3 clusters Score -4348620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34364 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -4348626.500000 Penalty: 3110.321533
	Iteration 25Q: 3 clusters Score -4348626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34366 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -4348631.000000 Penalty: 3110.321533
	Iteration 26Q: 3 clusters Score -4348631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34368 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -4348634.000000 Penalty: 3110.321533
	Iteration 27Q: 3 clusters Score -4348634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34368 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -4348634.000000 Penalty: 3110.321533
	Iteration 28F: 3 clusters Score -4348634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Entering Unmasked Estep 
Score: -633229.375000 Penalty: 1269.015625
	Iteration 0F: 2 clusters Score -633229.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -629502.687500 Penalty: 2538.031250
	Iteration 0F: 3 clusters Score -629502.7 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -630609.625000 Penalty: 2538.031250
	Iteration 1F: 3 clusters Score -630609.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -630795.812500 Penalty: 2538.031250
	Iteration 2F: 3 clusters Score -630795.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -630912.437500 Penalty: 2538.031250
	Iteration 3Q: 3 clusters Score -630912.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -631001.000000 Penalty: 2538.031250
	Iteration 4Q: 3 clusters Score -631001 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -631068.437500 Penalty: 2538.031250
	Iteration 5Q: 3 clusters Score -631068.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -631118.687500 Penalty: 2538.031250
	Iteration 6Q: 3 clusters Score -631118.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -631157.250000 Penalty: 2538.031250
	Iteration 7Q: 3 clusters Score -631157.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -631188.187500 Penalty: 2538.031250
	Iteration 8Q: 3 clusters Score -631188.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -631219.812500 Penalty: 2538.031250
	Iteration 9Q: 3 clusters Score -631219.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -631246.812500 Penalty: 2538.031250
	Iteration 10Q: 3 clusters Score -631246.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -631271.187500 Penalty: 2538.031250
	Iteration 11Q: 3 clusters Score -631271.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -631292.250000 Penalty: 2538.031250
	Iteration 12Q: 3 clusters Score -631292.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -631310.312500 Penalty: 2538.031250
	Iteration 13Q: 3 clusters Score -631310.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -631329.625000 Penalty: 2538.031250
	Iteration 14Q: 3 clusters Score -631329.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -631352.625000 Penalty: 2538.031250
	Iteration 15Q: 3 clusters Score -631352.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -631374.812500 Penalty: 2538.031250
	Iteration 16Q: 3 clusters Score -631374.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -631391.250000 Penalty: 2538.031250
	Iteration 17Q: 3 clusters Score -631391.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -631411.125000 Penalty: 2538.031250
	Iteration 18Q: 3 clusters Score -631411.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -631428.687500 Penalty: 2538.031250
	Iteration 19Q: 3 clusters Score -631428.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -631454.812500 Penalty: 2538.031250
	Iteration 20F: 3 clusters Score -631454.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -631479.875000 Penalty: 2538.031250
	Iteration 21Q: 3 clusters Score -631479.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -631512.812500 Penalty: 2538.031250
	Iteration 22Q: 3 clusters Score -631512.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -631544.812500 Penalty: 2538.031250
	Iteration 23Q: 3 clusters Score -631544.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -631570.375000 Penalty: 2538.031250
	Iteration 24Q: 3 clusters Score -631570.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -631595.812500 Penalty: 2538.031250
	Iteration 25Q: 3 clusters Score -631595.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -631629.937500 Penalty: 2538.031250
	Iteration 26Q: 3 clusters Score -631629.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -631672.250000 Penalty: 2538.031250
	Iteration 27Q: 3 clusters Score -631672.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -631718.937500 Penalty: 2538.031250
	Iteration 28Q: 3 clusters Score -631718.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -631771.375000 Penalty: 2538.031250
	Iteration 29Q: 3 clusters Score -631771.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -631812.062500 Penalty: 2538.031250
	Iteration 30Q: 3 clusters Score -631812.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -631852.062500 Penalty: 2538.031250
	Iteration 31Q: 3 clusters Score -631852.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -631875.000000 Penalty: 2538.031250
	Iteration 32Q: 3 clusters Score -631875 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -631903.875000 Penalty: 2538.031250
	Iteration 33Q: 3 clusters Score -631903.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -631942.937500 Penalty: 2538.031250
	Iteration 34Q: 3 clusters Score -631942.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -631974.625000 Penalty: 2538.031250
	Iteration 35Q: 3 clusters Score -631974.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -632000.500000 Penalty: 2538.031250
	Iteration 36Q: 3 clusters Score -632000.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -632021.375000 Penalty: 2538.031250
	Iteration 37Q: 3 clusters Score -632021.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -632042.750000 Penalty: 2538.031250
	Iteration 38Q: 3 clusters Score -632042.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -632063.625000 Penalty: 2538.031250
	Iteration 39Q: 3 clusters Score -632063.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -632088.625000 Penalty: 2538.031250
	Iteration 40F: 3 clusters Score -632088.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -632105.375000 Penalty: 2538.031250
	Iteration 41Q: 3 clusters Score -632105.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -632115.875000 Penalty: 2538.031250
	Iteration 42Q: 3 clusters Score -632115.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -632128.062500 Penalty: 2538.031250
	Iteration 43Q: 3 clusters Score -632128.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -632136.937500 Penalty: 2538.031250
	Iteration 44Q: 3 clusters Score -632136.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -632141.812500 Penalty: 2538.031250
	Iteration 45Q: 3 clusters Score -632141.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -632144.000000 Penalty: 2538.031250
	Iteration 46Q: 3 clusters Score -632144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -632148.812500 Penalty: 2538.031250
	Iteration 47Q: 3 clusters Score -632148.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -632151.062500 Penalty: 2538.031250
	Iteration 48Q: 3 clusters Score -632151.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -632152.500000 Penalty: 2538.031250
	Iteration 49Q: 3 clusters Score -632152.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -632156.187500 Penalty: 2538.031250
	Iteration 50Q: 3 clusters Score -632156.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -632158.187500 Penalty: 2538.031250
	Iteration 51Q: 3 clusters Score -632158.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -632158.812500 Penalty: 2538.031250
	Iteration 52Q: 3 clusters Score -632158.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -632162.062500 Penalty: 2538.031250
	Iteration 53Q: 3 clusters Score -632162.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -632164.687500 Penalty: 2538.031250
	Iteration 54Q: 3 clusters Score -632164.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -632167.187500 Penalty: 2538.031250
	Iteration 55Q: 3 clusters Score -632167.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -632167.187500 Penalty: 2538.031250
	Iteration 56F: 3 clusters Score -632167.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (22211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22211 members 
Entering Unmasked Estep 
Score: -2820357.000000 Penalty: 1489.241455
	Iteration 0F: 2 clusters Score -2820357 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -2805853.750000 Penalty: 2978.482910
	Iteration 0F: 3 clusters Score -2805854 nChanged 9845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -2811148.500000 Penalty: 2978.482910
	Iteration 1F: 3 clusters Score -2811148 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -2811557.250000 Penalty: 2978.482910
	Iteration 2F: 3 clusters Score -2811557 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -2811935.250000 Penalty: 2978.482910
	Iteration 3Q: 3 clusters Score -2811935 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -2812259.000000 Penalty: 2978.482910
	Iteration 4Q: 3 clusters Score -2812259 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -2812650.500000 Penalty: 2978.482910
	Iteration 5Q: 3 clusters Score -2812650 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -2813172.750000 Penalty: 2978.482910
	Iteration 6Q: 3 clusters Score -2813173 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -2813853.750000 Penalty: 2978.482910
	Iteration 7F: 3 clusters Score -2813854 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -2814749.750000 Penalty: 2978.482910
	Iteration 8F: 3 clusters Score -2814750 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -2815808.250000 Penalty: 2978.482910
	Iteration 9F: 3 clusters Score -2815808 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -2816870.750000 Penalty: 2978.482910
	Iteration 10F: 3 clusters Score -2816871 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -2817720.500000 Penalty: 2978.482910
	Iteration 11Q: 3 clusters Score -2817720 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -2818302.000000 Penalty: 2978.482910
	Iteration 12Q: 3 clusters Score -2818302 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 21162 members 
Entering Unmasked Estep 
Score: -2818655.250000 Penalty: 2978.482910
	Iteration 13Q: 3 clusters Score -2818655 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
Score: -2818880.000000 Penalty: 2978.482910
	Iteration 14Q: 3 clusters Score -2818880 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 21566 members 
Entering Unmasked Estep 
Score: -2819011.750000 Penalty: 2978.482910
	Iteration 15Q: 3 clusters Score -2819012 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -2819074.250000 Penalty: 2978.482910
	Iteration 16Q: 3 clusters Score -2819074 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -2819123.250000 Penalty: 2978.482910
	Iteration 17Q: 3 clusters Score -2819123 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 21732 members 
Entering Unmasked Estep 
Score: -2819155.750000 Penalty: 2978.482910
	Iteration 18Q: 3 clusters Score -2819156 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 21753 members 
Entering Unmasked Estep 
Score: -2819178.500000 Penalty: 2978.482910
	Iteration 19Q: 3 clusters Score -2819178 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 21772 members 
Entering Unmasked Estep 
Score: -2819203.000000 Penalty: 2978.482910
	Iteration 20F: 3 clusters Score -2819203 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
Score: -2819211.750000 Penalty: 2978.482910
	Iteration 21Q: 3 clusters Score -2819212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 21795 members 
Entering Unmasked Estep 
Score: -2819225.000000 Penalty: 2978.482910
	Iteration 22Q: 3 clusters Score -2819225 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
Score: -2819233.750000 Penalty: 2978.482910
	Iteration 23Q: 3 clusters Score -2819234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 21804 members 
Entering Unmasked Estep 
Score: -2819240.750000 Penalty: 2978.482910
	Iteration 24Q: 3 clusters Score -2819241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 21808 members 
Entering Unmasked Estep 
Score: -2819246.500000 Penalty: 2978.482910
	Iteration 25Q: 3 clusters Score -2819246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 21813 members 
Entering Unmasked Estep 
Score: -2819253.500000 Penalty: 2978.482910
	Iteration 26Q: 3 clusters Score -2819254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -2819261.250000 Penalty: 2978.482910
	Iteration 27Q: 3 clusters Score -2819261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 21822 members 
Entering Unmasked Estep 
Score: -2819264.250000 Penalty: 2978.482910
	Iteration 28Q: 3 clusters Score -2819264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
Score: -2819268.250000 Penalty: 2978.482910
	Iteration 29Q: 3 clusters Score -2819268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -2819269.000000 Penalty: 2978.482910
	Iteration 30Q: 3 clusters Score -2819269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -2819272.500000 Penalty: 2978.482910
	Iteration 31Q: 3 clusters Score -2819272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 21831 members 
Entering Unmasked Estep 
Score: -2819269.250000 Penalty: 2978.482910
	Iteration 32Q: 3 clusters Score -2819269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 21832 members 
Entering Unmasked Estep 
Score: -2819272.000000 Penalty: 2978.482910
	Iteration 33Q: 3 clusters Score -2819272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 21832 members 
Entering Unmasked Estep 
Score: -2819272.000000 Penalty: 2978.482910
	Iteration 34F: 3 clusters Score -2819272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Entering Unmasked Estep 
Score: -23466.464844 Penalty: 884.678650
	Iteration 0F: 2 clusters Score -23466.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -22775.251953 Penalty: 1769.357300
	Iteration 0F: 3 clusters Score -22775.25 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -23138.718750 Penalty: 1769.357300
	Iteration 1F: 3 clusters Score -23138.72 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -23442.242188 Penalty: 1769.357300
	Iteration 2F: 3 clusters Score -23442.24 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -23498.464844 Penalty: 1769.357300
	Iteration 3Q: 3 clusters Score -23498.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -23524.511719 Penalty: 1769.357300
	Iteration 4Q: 3 clusters Score -23524.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -23558.330078 Penalty: 1769.357300
	Iteration 5Q: 3 clusters Score -23558.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -23581.208984 Penalty: 1769.357300
	Iteration 6Q: 3 clusters Score -23581.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -23601.509766 Penalty: 1769.357300
	Iteration 7Q: 3 clusters Score -23601.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -23614.013672 Penalty: 1769.357300
	Iteration 8Q: 3 clusters Score -23614.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -23633.156250 Penalty: 1769.357300
	Iteration 9Q: 3 clusters Score -23633.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -23645.234375 Penalty: 1769.357300
	Iteration 10Q: 3 clusters Score -23645.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -23647.775391 Penalty: 1769.357300
	Iteration 11Q: 3 clusters Score -23647.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -23650.392578 Penalty: 1769.357300
	Iteration 12Q: 3 clusters Score -23650.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -23651.634766 Penalty: 1769.357300
	Iteration 13F: 3 clusters Score -23651.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -23655.363281 Penalty: 1769.357300
	Iteration 14Q: 3 clusters Score -23655.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -23657.945312 Penalty: 1769.357300
	Iteration 15Q: 3 clusters Score -23657.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -23660.658203 Penalty: 1769.357300
	Iteration 16Q: 3 clusters Score -23660.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -23660.658203 Penalty: 1769.357300
	Iteration 17F: 3 clusters Score -23660.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7082 members 
Mstep: Class 4 contains 2799 members 
Mstep: Class 5 contains 58155 members 
Mstep: Class 6 contains 63299 members 
Mstep: Class 7 contains 29084 members 
Mstep: Class 8 contains 11937 members 
Mstep: Class 9 contains 87949 members 
Mstep: Class 10 contains 9343 members 
Mstep: Class 11 contains 3973 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7110 members 
Mstep: Class 14 contains 9963 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 21780 members 
Mstep: Class 17 contains 28796 members 
Mstep: Class 18 contains 42196 members 
Mstep: Class 19 contains 32654 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 90351 members 
Mstep: Class 22 contains 9763 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5757 members 
Mstep: Class 25 contains 5175 members 
Mstep: Class 26 contains 5535 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34591 members 
Mstep: Class 29 contains 5056 members 
Mstep: Class 30 contains 22211 members 
Mstep: Class 31 contains 257 members 
Mstep: Class 32 contains 2923 members 
Mstep: Class 33 contains 21324 members 
Mstep: Class 34 contains 263 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5409 members 
Mstep: Class 37 contains 32954 members 
Mstep: Class 38 contains 125 members 
Entering Unmasked Estep 
Score: -80971208.000000 Penalty: 75827.835938
Splitting cluster 31 changes total score from -80955480.000000 to -80971208.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 32 (2923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Entering Unmasked Estep 
Score: -345921.343750 Penalty: 1187.478394
	Iteration 0F: 2 clusters Score -345921.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -343490.531250 Penalty: 2374.956787
	Iteration 0F: 3 clusters Score -343490.5 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -344133.312500 Penalty: 2374.956787
	Iteration 1F: 3 clusters Score -344133.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -344286.656250 Penalty: 2374.956787
	Iteration 2F: 3 clusters Score -344286.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -344368.093750 Penalty: 2374.956787
	Iteration 3Q: 3 clusters Score -344368.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -344423.218750 Penalty: 2374.956787
	Iteration 4Q: 3 clusters Score -344423.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -344483.093750 Penalty: 2374.956787
	Iteration 5Q: 3 clusters Score -344483.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -344530.531250 Penalty: 2374.956787
	Iteration 6Q: 3 clusters Score -344530.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -344569.812500 Penalty: 2374.956787
	Iteration 7Q: 3 clusters Score -344569.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -344590.843750 Penalty: 2374.956787
	Iteration 8Q: 3 clusters Score -344590.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -344614.906250 Penalty: 2374.956787
	Iteration 9Q: 3 clusters Score -344614.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -344635.343750 Penalty: 2374.956787
	Iteration 10Q: 3 clusters Score -344635.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -344657.375000 Penalty: 2374.956787
	Iteration 11Q: 3 clusters Score -344657.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -344680.250000 Penalty: 2374.956787
	Iteration 12Q: 3 clusters Score -344680.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -344696.343750 Penalty: 2374.956787
	Iteration 13Q: 3 clusters Score -344696.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -344705.468750 Penalty: 2374.956787
	Iteration 14Q: 3 clusters Score -344705.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -344712.187500 Penalty: 2374.956787
	Iteration 15Q: 3 clusters Score -344712.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -344719.718750 Penalty: 2374.956787
	Iteration 16Q: 3 clusters Score -344719.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -344728.312500 Penalty: 2374.956787
	Iteration 17Q: 3 clusters Score -344728.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -344740.906250 Penalty: 2374.956787
	Iteration 18Q: 3 clusters Score -344740.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -344754.312500 Penalty: 2374.956787
	Iteration 19Q: 3 clusters Score -344754.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -344762.718750 Penalty: 2374.956787
	Iteration 20F: 3 clusters Score -344762.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -344766.750000 Penalty: 2374.956787
	Iteration 21Q: 3 clusters Score -344766.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -344770.687500 Penalty: 2374.956787
	Iteration 22Q: 3 clusters Score -344770.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -344775.437500 Penalty: 2374.956787
	Iteration 23Q: 3 clusters Score -344775.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -344780.531250 Penalty: 2374.956787
	Iteration 24Q: 3 clusters Score -344780.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -344790.250000 Penalty: 2374.956787
	Iteration 25Q: 3 clusters Score -344790.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -344801.468750 Penalty: 2374.956787
	Iteration 26Q: 3 clusters Score -344801.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -344813.062500 Penalty: 2374.956787
	Iteration 27Q: 3 clusters Score -344813.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -344824.375000 Penalty: 2374.956787
	Iteration 28Q: 3 clusters Score -344824.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -344833.250000 Penalty: 2374.956787
	Iteration 29Q: 3 clusters Score -344833.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -344843.718750 Penalty: 2374.956787
	Iteration 30Q: 3 clusters Score -344843.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -344849.187500 Penalty: 2374.956787
	Iteration 31Q: 3 clusters Score -344849.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -344854.375000 Penalty: 2374.956787
	Iteration 32Q: 3 clusters Score -344854.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -344859.593750 Penalty: 2374.956787
	Iteration 33Q: 3 clusters Score -344859.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -344864.875000 Penalty: 2374.956787
	Iteration 34Q: 3 clusters Score -344864.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -344868.343750 Penalty: 2374.956787
	Iteration 35Q: 3 clusters Score -344868.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -344873.312500 Penalty: 2374.956787
	Iteration 36Q: 3 clusters Score -344873.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -344877.250000 Penalty: 2374.956787
	Iteration 37Q: 3 clusters Score -344877.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -344887.468750 Penalty: 2374.956787
	Iteration 38Q: 3 clusters Score -344887.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -344899.156250 Penalty: 2374.956787
	Iteration 39Q: 3 clusters Score -344899.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -344909.562500 Penalty: 2374.956787
	Iteration 40F: 3 clusters Score -344909.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -344922.812500 Penalty: 2374.956787
	Iteration 41Q: 3 clusters Score -344922.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -344933.031250 Penalty: 2374.956787
	Iteration 42Q: 3 clusters Score -344933 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -344942.593750 Penalty: 2374.956787
	Iteration 43Q: 3 clusters Score -344942.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -344948.656250 Penalty: 2374.956787
	Iteration 44Q: 3 clusters Score -344948.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -344954.937500 Penalty: 2374.956787
	Iteration 45Q: 3 clusters Score -344954.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -344957.812500 Penalty: 2374.956787
	Iteration 46Q: 3 clusters Score -344957.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -344960.437500 Penalty: 2374.956787
	Iteration 47Q: 3 clusters Score -344960.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -344966.812500 Penalty: 2374.956787
	Iteration 48Q: 3 clusters Score -344966.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -344970.875000 Penalty: 2374.956787
	Iteration 49Q: 3 clusters Score -344970.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -344973.531250 Penalty: 2374.956787
	Iteration 50Q: 3 clusters Score -344973.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -344975.812500 Penalty: 2374.956787
	Iteration 51Q: 3 clusters Score -344975.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -344977.562500 Penalty: 2374.956787
	Iteration 52Q: 3 clusters Score -344977.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -344978.562500 Penalty: 2374.956787
	Iteration 53Q: 3 clusters Score -344978.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -344979.562500 Penalty: 2374.956787
	Iteration 54Q: 3 clusters Score -344979.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -344981.000000 Penalty: 2374.956787
	Iteration 55Q: 3 clusters Score -344981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -344982.625000 Penalty: 2374.956787
	Iteration 56Q: 3 clusters Score -344982.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -344988.218750 Penalty: 2374.956787
	Iteration 57Q: 3 clusters Score -344988.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -344992.125000 Penalty: 2374.956787
	Iteration 58Q: 3 clusters Score -344992.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -344993.687500 Penalty: 2374.956787
	Iteration 59Q: 3 clusters Score -344993.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -344998.500000 Penalty: 2374.956787
	Iteration 60F: 3 clusters Score -344998.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -345004.500000 Penalty: 2374.956787
	Iteration 61Q: 3 clusters Score -345004.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -345011.562500 Penalty: 2374.956787
	Iteration 62Q: 3 clusters Score -345011.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -345020.062500 Penalty: 2374.956787
	Iteration 63Q: 3 clusters Score -345020.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -345027.781250 Penalty: 2374.956787
	Iteration 64Q: 3 clusters Score -345027.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -345040.593750 Penalty: 2374.956787
	Iteration 65Q: 3 clusters Score -345040.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -345057.375000 Penalty: 2374.956787
	Iteration 66Q: 3 clusters Score -345057.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -345073.187500 Penalty: 2374.956787
	Iteration 67Q: 3 clusters Score -345073.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -345088.875000 Penalty: 2374.956787
	Iteration 68Q: 3 clusters Score -345088.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -345099.718750 Penalty: 2374.956787
	Iteration 69Q: 3 clusters Score -345099.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -345108.218750 Penalty: 2374.956787
	Iteration 70Q: 3 clusters Score -345108.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -345116.281250 Penalty: 2374.956787
	Iteration 71Q: 3 clusters Score -345116.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -345126.312500 Penalty: 2374.956787
	Iteration 72Q: 3 clusters Score -345126.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -345133.375000 Penalty: 2374.956787
	Iteration 73Q: 3 clusters Score -345133.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -345137.218750 Penalty: 2374.956787
	Iteration 74Q: 3 clusters Score -345137.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -345140.437500 Penalty: 2374.956787
	Iteration 75Q: 3 clusters Score -345140.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -345143.062500 Penalty: 2374.956787
	Iteration 76Q: 3 clusters Score -345143.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -345144.531250 Penalty: 2374.956787
	Iteration 77Q: 3 clusters Score -345144.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -345146.656250 Penalty: 2374.956787
	Iteration 78Q: 3 clusters Score -345146.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -345149.562500 Penalty: 2374.956787
	Iteration 79Q: 3 clusters Score -345149.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -345155.437500 Penalty: 2374.956787
	Iteration 80F: 3 clusters Score -345155.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -345159.218750 Penalty: 2374.956787
	Iteration 81Q: 3 clusters Score -345159.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -345166.031250 Penalty: 2374.956787
	Iteration 82Q: 3 clusters Score -345166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -345168.968750 Penalty: 2374.956787
	Iteration 83Q: 3 clusters Score -345169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -345172.062500 Penalty: 2374.956787
	Iteration 84Q: 3 clusters Score -345172.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -345176.000000 Penalty: 2374.956787
	Iteration 85Q: 3 clusters Score -345176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -345177.843750 Penalty: 2374.956787
	Iteration 86Q: 3 clusters Score -345177.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -345180.437500 Penalty: 2374.956787
	Iteration 87Q: 3 clusters Score -345180.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -345183.750000 Penalty: 2374.956787
	Iteration 88Q: 3 clusters Score -345183.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -345187.406250 Penalty: 2374.956787
	Iteration 89Q: 3 clusters Score -345187.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -345188.718750 Penalty: 2374.956787
	Iteration 90Q: 3 clusters Score -345188.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -345188.718750 Penalty: 2374.956787
	Iteration 91F: 3 clusters Score -345188.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (21324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Entering Unmasked Estep 
Score: -2604180.250000 Penalty: 1483.177246
	Iteration 0F: 2 clusters Score -2604180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -2590209.250000 Penalty: 2966.354492
	Iteration 0F: 3 clusters Score -2590209 nChanged 9435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -2595567.250000 Penalty: 2966.354492
	Iteration 1F: 3 clusters Score -2595567 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -2596063.000000 Penalty: 2966.354492
	Iteration 2F: 3 clusters Score -2596063 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -2596581.500000 Penalty: 2966.354492
	Iteration 3F: 3 clusters Score -2596582 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -2597158.000000 Penalty: 2966.354492
	Iteration 4F: 3 clusters Score -2597158 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -2597794.750000 Penalty: 2966.354492
	Iteration 5F: 3 clusters Score -2597795 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -2598443.250000 Penalty: 2966.354492
	Iteration 6F: 3 clusters Score -2598443 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -2599074.000000 Penalty: 2966.354492
	Iteration 7F: 3 clusters Score -2599074 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -2599601.750000 Penalty: 2966.354492
	Iteration 8Q: 3 clusters Score -2599602 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -2600084.000000 Penalty: 2966.354492
	Iteration 9Q: 3 clusters Score -2600084 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -2600515.500000 Penalty: 2966.354492
	Iteration 10Q: 3 clusters Score -2600516 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -2600870.250000 Penalty: 2966.354492
	Iteration 11Q: 3 clusters Score -2600870 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -2601201.750000 Penalty: 2966.354492
	Iteration 12Q: 3 clusters Score -2601202 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -2601460.250000 Penalty: 2966.354492
	Iteration 13Q: 3 clusters Score -2601460 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -2601681.250000 Penalty: 2966.354492
	Iteration 14Q: 3 clusters Score -2601681 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -2601832.000000 Penalty: 2966.354492
	Iteration 15Q: 3 clusters Score -2601832 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -2601951.750000 Penalty: 2966.354492
	Iteration 16Q: 3 clusters Score -2601952 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -2602059.250000 Penalty: 2966.354492
	Iteration 17Q: 3 clusters Score -2602059 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 17495 members 
Entering Unmasked Estep 
Score: -2602142.250000 Penalty: 2966.354492
	Iteration 18Q: 3 clusters Score -2602142 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -2602227.000000 Penalty: 2966.354492
	Iteration 19Q: 3 clusters Score -2602227 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -2602291.750000 Penalty: 2966.354492
	Iteration 20F: 3 clusters Score -2602292 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -2602367.000000 Penalty: 2966.354492
	Iteration 21Q: 3 clusters Score -2602367 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -2602445.000000 Penalty: 2966.354492
	Iteration 22Q: 3 clusters Score -2602445 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -2602517.250000 Penalty: 2966.354492
	Iteration 23Q: 3 clusters Score -2602517 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -2602573.250000 Penalty: 2966.354492
	Iteration 24Q: 3 clusters Score -2602573 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -2602634.500000 Penalty: 2966.354492
	Iteration 25Q: 3 clusters Score -2602634 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -2602682.750000 Penalty: 2966.354492
	Iteration 26Q: 3 clusters Score -2602683 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -2602728.250000 Penalty: 2966.354492
	Iteration 27Q: 3 clusters Score -2602728 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -2602763.750000 Penalty: 2966.354492
	Iteration 28Q: 3 clusters Score -2602764 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -2602798.750000 Penalty: 2966.354492
	Iteration 29Q: 3 clusters Score -2602799 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -2602826.750000 Penalty: 2966.354492
	Iteration 30Q: 3 clusters Score -2602827 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 19430 members 
Entering Unmasked Estep 
Score: -2602849.750000 Penalty: 2966.354492
	Iteration 31Q: 3 clusters Score -2602850 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -2602877.250000 Penalty: 2966.354492
	Iteration 32Q: 3 clusters Score -2602877 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -2602897.750000 Penalty: 2966.354492
	Iteration 33Q: 3 clusters Score -2602898 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -2602911.250000 Penalty: 2966.354492
	Iteration 34Q: 3 clusters Score -2602911 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -2602924.500000 Penalty: 2966.354492
	Iteration 35Q: 3 clusters Score -2602924 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
Score: -2602930.750000 Penalty: 2966.354492
	Iteration 36Q: 3 clusters Score -2602931 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -2602939.500000 Penalty: 2966.354492
	Iteration 37Q: 3 clusters Score -2602940 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -2602950.000000 Penalty: 2966.354492
	Iteration 38Q: 3 clusters Score -2602950 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -2602954.750000 Penalty: 2966.354492
	Iteration 39Q: 3 clusters Score -2602955 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -2602971.500000 Penalty: 2966.354492
	Iteration 40F: 3 clusters Score -2602972 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -2602978.500000 Penalty: 2966.354492
	Iteration 41Q: 3 clusters Score -2602978 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -2602999.750000 Penalty: 2966.354492
	Iteration 42Q: 3 clusters Score -2603000 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -2603012.250000 Penalty: 2966.354492
	Iteration 43Q: 3 clusters Score -2603012 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -2603020.250000 Penalty: 2966.354492
	Iteration 44Q: 3 clusters Score -2603020 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -2603033.750000 Penalty: 2966.354492
	Iteration 45Q: 3 clusters Score -2603034 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -2603046.500000 Penalty: 2966.354492
	Iteration 46Q: 3 clusters Score -2603046 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -2603061.000000 Penalty: 2966.354492
	Iteration 47Q: 3 clusters Score -2603061 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -2603070.000000 Penalty: 2966.354492
	Iteration 48Q: 3 clusters Score -2603070 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 20091 members 
Entering Unmasked Estep 
Score: -2603076.250000 Penalty: 2966.354492
	Iteration 49Q: 3 clusters Score -2603076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -2603077.500000 Penalty: 2966.354492
	Iteration 50Q: 3 clusters Score -2603078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -2603080.000000 Penalty: 2966.354492
	Iteration 51Q: 3 clusters Score -2603080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -2603080.000000 Penalty: 2966.354492
	Iteration 52Q: 3 clusters Score -2603080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 20113 members 
Entering Unmasked Estep 
Score: -2603079.750000 Penalty: 2966.354492
	Iteration 53Q: 3 clusters Score -2603080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -2603088.000000 Penalty: 2966.354492
	Iteration 54Q: 3 clusters Score -2603088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -2603088.750000 Penalty: 2966.354492
	Iteration 55Q: 3 clusters Score -2603089 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 20150 members 
Entering Unmasked Estep 
Score: -2603098.000000 Penalty: 2966.354492
	Iteration 56Q: 3 clusters Score -2603098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -2603104.750000 Penalty: 2966.354492
	Iteration 57Q: 3 clusters Score -2603105 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -2603110.250000 Penalty: 2966.354492
	Iteration 58Q: 3 clusters Score -2603110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -2603117.750000 Penalty: 2966.354492
	Iteration 59Q: 3 clusters Score -2603118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 20192 members 
Entering Unmasked Estep 
Score: -2603117.000000 Penalty: 2966.354492
	Iteration 60F: 3 clusters Score -2603117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -2603117.000000 Penalty: 2966.354492
	Iteration 61Q: 3 clusters Score -2603117 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -2603118.750000 Penalty: 2966.354492
	Iteration 62Q: 3 clusters Score -2603119 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -2603122.750000 Penalty: 2966.354492
	Iteration 63Q: 3 clusters Score -2603123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 20221 members 
Entering Unmasked Estep 
Score: -2603126.750000 Penalty: 2966.354492
	Iteration 64Q: 3 clusters Score -2603127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -2603125.000000 Penalty: 2966.354492
	Iteration 65Q: 3 clusters Score -2603125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -2603132.750000 Penalty: 2966.354492
	Iteration 66Q: 3 clusters Score -2603133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -2603129.500000 Penalty: 2966.354492
	Iteration 67Q: 3 clusters Score -2603130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 20235 members 
Entering Unmasked Estep 
Score: -2603133.000000 Penalty: 2966.354492
	Iteration 68Q: 3 clusters Score -2603133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 20238 members 
Entering Unmasked Estep 
Score: -2603133.500000 Penalty: 2966.354492
	Iteration 69Q: 3 clusters Score -2603134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -2603139.500000 Penalty: 2966.354492
	Iteration 70Q: 3 clusters Score -2603140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -2603137.750000 Penalty: 2966.354492
	Iteration 71Q: 3 clusters Score -2603138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -2603134.000000 Penalty: 2966.354492
	Iteration 72Q: 3 clusters Score -2603134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -2603133.250000 Penalty: 2966.354492
	Iteration 73Q: 3 clusters Score -2603133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -2603137.500000 Penalty: 2966.354492
	Iteration 74Q: 3 clusters Score -2603138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -2603139.500000 Penalty: 2966.354492
	Iteration 75Q: 3 clusters Score -2603140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -2603142.250000 Penalty: 2966.354492
	Iteration 76Q: 3 clusters Score -2603142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -2603144.500000 Penalty: 2966.354492
	Iteration 77Q: 3 clusters Score -2603144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -2603142.250000 Penalty: 2966.354492
	Iteration 78Q: 3 clusters Score -2603142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -2603145.000000 Penalty: 2966.354492
	Iteration 79Q: 3 clusters Score -2603145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -2603146.250000 Penalty: 2966.354492
	Iteration 80F: 3 clusters Score -2603146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Entering Unmasked Estep 
Score: -22175.480469 Penalty: 829.136536
	Iteration 0F: 2 clusters Score -22175.48 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 142 members 
Entering Unmasked Estep 
Score: -21518.386719 Penalty: 1658.273071
	Iteration 0F: 3 clusters Score -21518.39 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -21670.197266 Penalty: 1658.273071
	Iteration 1F: 3 clusters Score -21670.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -21776.908203 Penalty: 1658.273071
	Iteration 2F: 3 clusters Score -21776.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -21936.705078 Penalty: 1658.273071
	Iteration 3Q: 3 clusters Score -21936.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -21987.113281 Penalty: 1658.273071
	Iteration 4Q: 3 clusters Score -21987.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -22020.875000 Penalty: 1658.273071
	Iteration 5Q: 3 clusters Score -22020.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -22080.923828 Penalty: 1658.273071
	Iteration 6Q: 3 clusters Score -22080.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -22087.177734 Penalty: 1658.273071
	Iteration 7Q: 3 clusters Score -22087.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -22099.783203 Penalty: 1658.273071
	Iteration 8Q: 3 clusters Score -22099.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -22112.859375 Penalty: 1658.273071
	Iteration 9Q: 3 clusters Score -22112.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -22144.617188 Penalty: 1658.273071
	Iteration 10Q: 3 clusters Score -22144.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -22166.001953 Penalty: 1658.273071
	Iteration 11Q: 3 clusters Score -22166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -22180.751953 Penalty: 1658.273071
	Iteration 12Q: 3 clusters Score -22180.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -22205.447266 Penalty: 1658.273071
	Iteration 13Q: 3 clusters Score -22205.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -22226.125000 Penalty: 1658.273071
	Iteration 14Q: 3 clusters Score -22226.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -22231.857422 Penalty: 1658.273071
	Iteration 15Q: 3 clusters Score -22231.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -22231.857422 Penalty: 1658.273071
	Iteration 16F: 3 clusters Score -22231.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7082 members 
Mstep: Class 4 contains 2799 members 
Mstep: Class 5 contains 58155 members 
Mstep: Class 6 contains 63299 members 
Mstep: Class 7 contains 29084 members 
Mstep: Class 8 contains 11937 members 
Mstep: Class 9 contains 87949 members 
Mstep: Class 10 contains 9343 members 
Mstep: Class 11 contains 3973 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7110 members 
Mstep: Class 14 contains 9963 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 21780 members 
Mstep: Class 17 contains 28796 members 
Mstep: Class 18 contains 42196 members 
Mstep: Class 19 contains 32654 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 90351 members 
Mstep: Class 22 contains 9763 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5757 members 
Mstep: Class 25 contains 5175 members 
Mstep: Class 26 contains 5535 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34591 members 
Mstep: Class 29 contains 5056 members 
Mstep: Class 30 contains 22211 members 
Mstep: Class 31 contains 257 members 
Mstep: Class 32 contains 2923 members 
Mstep: Class 33 contains 21324 members 
Mstep: Class 34 contains 145 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5409 members 
Mstep: Class 37 contains 32954 members 
Mstep: Class 38 contains 125 members 
Mstep: Class 39 contains 118 members 
Entering Unmasked Estep 
Score: -80970016.000000 Penalty: 77823.304688
Splitting cluster 34 changes total score from -80955480.000000 to -80970016.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 35 (403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Entering Unmasked Estep 
Score: -38033.441406 Penalty: 892.641785
	Iteration 0F: 2 clusters Score -38033.44 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 195 members 
Entering Unmasked Estep 
Score: -37224.105469 Penalty: 1785.283569
	Iteration 0F: 3 clusters Score -37224.11 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -37393.542969 Penalty: 1785.283569
	Iteration 1F: 3 clusters Score -37393.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -37436.511719 Penalty: 1785.283569
	Iteration 2Q: 3 clusters Score -37436.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -37465.703125 Penalty: 1785.283569
	Iteration 3Q: 3 clusters Score -37465.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -37498.738281 Penalty: 1785.283569
	Iteration 4Q: 3 clusters Score -37498.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -37523.445312 Penalty: 1785.283569
	Iteration 5Q: 3 clusters Score -37523.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -37557.484375 Penalty: 1785.283569
	Iteration 6Q: 3 clusters Score -37557.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -37585.148438 Penalty: 1785.283569
	Iteration 7Q: 3 clusters Score -37585.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -37592.183594 Penalty: 1785.283569
	Iteration 8Q: 3 clusters Score -37592.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -37594.515625 Penalty: 1785.283569
	Iteration 9Q: 3 clusters Score -37594.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -37594.515625 Penalty: 1785.283569
	Iteration 10F: 3 clusters Score -37594.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (5409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Entering Unmasked Estep 
Score: -685362.250000 Penalty: 1279.057983
	Iteration 0F: 2 clusters Score -685362.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -681475.562500 Penalty: 2558.115967
	Iteration 0F: 3 clusters Score -681475.6 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -682639.812500 Penalty: 2558.115967
	Iteration 1F: 3 clusters Score -682639.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -682848.437500 Penalty: 2558.115967
	Iteration 2F: 3 clusters Score -682848.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -682978.750000 Penalty: 2558.115967
	Iteration 3Q: 3 clusters Score -682978.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -683057.312500 Penalty: 2558.115967
	Iteration 4Q: 3 clusters Score -683057.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -683097.187500 Penalty: 2558.115967
	Iteration 5Q: 3 clusters Score -683097.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -683122.000000 Penalty: 2558.115967
	Iteration 6Q: 3 clusters Score -683122 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -683142.125000 Penalty: 2558.115967
	Iteration 7Q: 3 clusters Score -683142.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -683158.812500 Penalty: 2558.115967
	Iteration 8Q: 3 clusters Score -683158.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -683170.875000 Penalty: 2558.115967
	Iteration 9Q: 3 clusters Score -683170.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -683181.562500 Penalty: 2558.115967
	Iteration 10Q: 3 clusters Score -683181.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -683191.187500 Penalty: 2558.115967
	Iteration 11Q: 3 clusters Score -683191.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -683201.562500 Penalty: 2558.115967
	Iteration 12Q: 3 clusters Score -683201.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -683210.937500 Penalty: 2558.115967
	Iteration 13Q: 3 clusters Score -683210.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -683216.375000 Penalty: 2558.115967
	Iteration 14Q: 3 clusters Score -683216.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -683221.875000 Penalty: 2558.115967
	Iteration 15Q: 3 clusters Score -683221.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -683226.500000 Penalty: 2558.115967
	Iteration 16Q: 3 clusters Score -683226.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -683227.812500 Penalty: 2558.115967
	Iteration 17Q: 3 clusters Score -683227.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -683228.375000 Penalty: 2558.115967
	Iteration 18Q: 3 clusters Score -683228.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -683232.187500 Penalty: 2558.115967
	Iteration 19Q: 3 clusters Score -683232.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -683232.437500 Penalty: 2558.115967
	Iteration 20F: 3 clusters Score -683232.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -683235.937500 Penalty: 2558.115967
	Iteration 21Q: 3 clusters Score -683235.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -683239.750000 Penalty: 2558.115967
	Iteration 22Q: 3 clusters Score -683239.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -683242.687500 Penalty: 2558.115967
	Iteration 23Q: 3 clusters Score -683242.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -683245.562500 Penalty: 2558.115967
	Iteration 24Q: 3 clusters Score -683245.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -683249.000000 Penalty: 2558.115967
	Iteration 25Q: 3 clusters Score -683249 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -683251.000000 Penalty: 2558.115967
	Iteration 26Q: 3 clusters Score -683251 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -683253.562500 Penalty: 2558.115967
	Iteration 27Q: 3 clusters Score -683253.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -683256.875000 Penalty: 2558.115967
	Iteration 28Q: 3 clusters Score -683256.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -683261.125000 Penalty: 2558.115967
	Iteration 29Q: 3 clusters Score -683261.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -683264.062500 Penalty: 2558.115967
	Iteration 30Q: 3 clusters Score -683264.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -683264.375000 Penalty: 2558.115967
	Iteration 31Q: 3 clusters Score -683264.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -683268.625000 Penalty: 2558.115967
	Iteration 32Q: 3 clusters Score -683268.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -683272.250000 Penalty: 2558.115967
	Iteration 33Q: 3 clusters Score -683272.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -683277.812500 Penalty: 2558.115967
	Iteration 34Q: 3 clusters Score -683277.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -683281.125000 Penalty: 2558.115967
	Iteration 35Q: 3 clusters Score -683281.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -683283.562500 Penalty: 2558.115967
	Iteration 36Q: 3 clusters Score -683283.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -683287.250000 Penalty: 2558.115967
	Iteration 37Q: 3 clusters Score -683287.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -683288.125000 Penalty: 2558.115967
	Iteration 38Q: 3 clusters Score -683288.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -683292.500000 Penalty: 2558.115967
	Iteration 39Q: 3 clusters Score -683292.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -683296.500000 Penalty: 2558.115967
	Iteration 40F: 3 clusters Score -683296.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -683300.187500 Penalty: 2558.115967
	Iteration 41Q: 3 clusters Score -683300.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -683302.500000 Penalty: 2558.115967
	Iteration 42Q: 3 clusters Score -683302.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -683303.500000 Penalty: 2558.115967
	Iteration 43Q: 3 clusters Score -683303.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -683306.437500 Penalty: 2558.115967
	Iteration 44Q: 3 clusters Score -683306.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -683309.062500 Penalty: 2558.115967
	Iteration 45Q: 3 clusters Score -683309.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -683309.437500 Penalty: 2558.115967
	Iteration 46Q: 3 clusters Score -683309.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -683309.875000 Penalty: 2558.115967
	Iteration 47Q: 3 clusters Score -683309.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -683310.625000 Penalty: 2558.115967
	Iteration 48Q: 3 clusters Score -683310.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -683312.062500 Penalty: 2558.115967
	Iteration 49Q: 3 clusters Score -683312.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -683313.000000 Penalty: 2558.115967
	Iteration 50Q: 3 clusters Score -683313 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -683316.875000 Penalty: 2558.115967
	Iteration 51Q: 3 clusters Score -683316.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -683317.000000 Penalty: 2558.115967
	Iteration 52Q: 3 clusters Score -683317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -683317.437500 Penalty: 2558.115967
	Iteration 53Q: 3 clusters Score -683317.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -683318.562500 Penalty: 2558.115967
	Iteration 54Q: 3 clusters Score -683318.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -683317.625000 Penalty: 2558.115967
	Iteration 55Q: 3 clusters Score -683317.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -683319.250000 Penalty: 2558.115967
	Iteration 56Q: 3 clusters Score -683319.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -683320.812500 Penalty: 2558.115967
	Iteration 57Q: 3 clusters Score -683320.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -683323.000000 Penalty: 2558.115967
	Iteration 58Q: 3 clusters Score -683323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -683321.937500 Penalty: 2558.115967
	Iteration 59Q: 3 clusters Score -683321.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -683323.062500 Penalty: 2558.115967
	Iteration 60F: 3 clusters Score -683323.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -683324.812500 Penalty: 2558.115967
	Iteration 61Q: 3 clusters Score -683324.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -683326.750000 Penalty: 2558.115967
	Iteration 62Q: 3 clusters Score -683326.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -683327.875000 Penalty: 2558.115967
	Iteration 63Q: 3 clusters Score -683327.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -683327.062500 Penalty: 2558.115967
	Iteration 64Q: 3 clusters Score -683327.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -683327.000000 Penalty: 2558.115967
	Iteration 65Q: 3 clusters Score -683327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -683328.250000 Penalty: 2558.115967
	Iteration 66Q: 3 clusters Score -683328.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -683327.937500 Penalty: 2558.115967
	Iteration 67Q: 3 clusters Score -683327.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -683327.937500 Penalty: 2558.115967
	Iteration 68F: 3 clusters Score -683327.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7082 members 
Mstep: Class 4 contains 2799 members 
Mstep: Class 5 contains 58155 members 
Mstep: Class 6 contains 63299 members 
Mstep: Class 7 contains 29084 members 
Mstep: Class 8 contains 11937 members 
Mstep: Class 9 contains 87949 members 
Mstep: Class 10 contains 9343 members 
Mstep: Class 11 contains 3973 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7110 members 
Mstep: Class 14 contains 9963 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 21780 members 
Mstep: Class 17 contains 28796 members 
Mstep: Class 18 contains 42196 members 
Mstep: Class 19 contains 32654 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 90351 members 
Mstep: Class 22 contains 9763 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5757 members 
Mstep: Class 25 contains 5175 members 
Mstep: Class 26 contains 5535 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34591 members 
Mstep: Class 29 contains 5056 members 
Mstep: Class 30 contains 22211 members 
Mstep: Class 31 contains 257 members 
Mstep: Class 32 contains 2923 members 
Mstep: Class 33 contains 21324 members 
Mstep: Class 34 contains 145 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80973648.000000 Penalty: 77823.304688
Iteration 199Q: 40 clusters Score -8.097365e+07 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7106 members 
Mstep: Class 4 contains 2798 members 
Mstep: Class 5 contains 58156 members 
Mstep: Class 6 contains 63870 members 
Mstep: Class 7 contains 28947 members 
Mstep: Class 8 contains 11937 members 
Mstep: Class 9 contains 87952 members 
Mstep: Class 10 contains 9345 members 
Mstep: Class 11 contains 3973 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7123 members 
Mstep: Class 14 contains 10008 members 
Mstep: Class 15 contains 439 members 
Mstep: Class 16 contains 21808 members 
Mstep: Class 17 contains 28823 members 
Mstep: Class 18 contains 42844 members 
Mstep: Class 19 contains 32893 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 90370 members 
Mstep: Class 22 contains 9776 members 
Mstep: Class 23 contains 430 members 
Mstep: Class 24 contains 5764 members 
Mstep: Class 25 contains 5175 members 
Mstep: Class 26 contains 5544 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34722 members 
Mstep: Class 29 contains 5056 members 
Mstep: Class 30 contains 22013 members 
Mstep: Class 31 contains 256 members 
Mstep: Class 32 contains 2923 members 
Mstep: Class 33 contains 21328 members 
Mstep: Class 34 contains 145 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5423 members 
Mstep: Class 37 contains 31492 members 
Mstep: Class 38 contains 125 members 
Mstep: Class 39 contains 118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80976488.000000 Penalty: 77823.304688
Iteration 200F: 40 clusters Score -8.097649e+07 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7111 members 
Mstep: Class 4 contains 2800 members 
Mstep: Class 5 contains 58006 members 
Mstep: Class 6 contains 64075 members 
Mstep: Class 7 contains 28727 members 
Mstep: Class 8 contains 11940 members 
Mstep: Class 9 contains 87941 members 
Mstep: Class 10 contains 9340 members 
Mstep: Class 11 contains 3973 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7117 members 
Mstep: Class 14 contains 9879 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 21864 members 
Mstep: Class 17 contains 28668 members 
Mstep: Class 18 contains 42843 members 
Mstep: Class 19 contains 32947 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 89816 members 
Mstep: Class 22 contains 9770 members 
Mstep: Class 23 contains 431 members 
Mstep: Class 24 contains 5766 members 
Mstep: Class 25 contains 5176 members 
Mstep: Class 26 contains 5544 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34760 members 
Mstep: Class 29 contains 5057 members 
Mstep: Class 30 contains 21913 members 
Mstep: Class 31 contains 256 members 
Mstep: Class 32 contains 2923 members 
Mstep: Class 33 contains 21329 members 
Mstep: Class 34 contains 145 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5430 members 
Mstep: Class 37 contains 32452 members 
Mstep: Class 38 contains 125 members 
Mstep: Class 39 contains 119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80977784.000000 Penalty: 77823.304688
Iteration 201Q: 40 clusters Score -8.097778e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7112 members 
Mstep: Class 4 contains 2801 members 
Mstep: Class 5 contains 57899 members 
Mstep: Class 6 contains 64215 members 
Mstep: Class 7 contains 28576 members 
Mstep: Class 8 contains 11943 members 
Mstep: Class 9 contains 87913 members 
Mstep: Class 10 contains 9338 members 
Mstep: Class 11 contains 3973 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7118 members 
Mstep: Class 14 contains 9811 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 21917 members 
Mstep: Class 17 contains 28582 members 
Mstep: Class 18 contains 42862 members 
Mstep: Class 19 contains 32976 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 89529 members 
Mstep: Class 22 contains 9765 members 
Mstep: Class 23 contains 431 members 
Mstep: Class 24 contains 5769 members 
Mstep: Class 25 contains 5179 members 
Mstep: Class 26 contains 5549 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34778 members 
Mstep: Class 29 contains 5056 members 
Mstep: Class 30 contains 21857 members 
Mstep: Class 31 contains 256 members 
Mstep: Class 32 contains 2926 members 
Mstep: Class 33 contains 21332 members 
Mstep: Class 34 contains 145 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5437 members 
Mstep: Class 37 contains 32955 members 
Mstep: Class 38 contains 125 members 
Mstep: Class 39 contains 119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80978032.000000 Penalty: 77823.304688
Iteration 202Q: 40 clusters Score -8.097803e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7114 members 
Mstep: Class 4 contains 2802 members 
Mstep: Class 5 contains 57793 members 
Mstep: Class 6 contains 64297 members 
Mstep: Class 7 contains 28487 members 
Mstep: Class 8 contains 11947 members 
Mstep: Class 9 contains 87866 members 
Mstep: Class 10 contains 9337 members 
Mstep: Class 11 contains 3973 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7120 members 
Mstep: Class 14 contains 9767 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 21953 members 
Mstep: Class 17 contains 28520 members 
Mstep: Class 18 contains 42882 members 
Mstep: Class 19 contains 32976 members 
Mstep: Class 20 contains 1647 members 
Mstep: Class 21 contains 89368 members 
Mstep: Class 22 contains 9761 members 
Mstep: Class 23 contains 431 members 
Mstep: Class 24 contains 5771 members 
Mstep: Class 25 contains 5180 members 
Mstep: Class 26 contains 5549 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34786 members 
Mstep: Class 29 contains 5053 members 
Mstep: Class 30 contains 21831 members 
Mstep: Class 31 contains 256 members 
Mstep: Class 32 contains 2928 members 
Mstep: Class 33 contains 21345 members 
Mstep: Class 34 contains 145 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5442 members 
Mstep: Class 37 contains 33316 members 
Mstep: Class 38 contains 125 members 
Mstep: Class 39 contains 119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80978496.000000 Penalty: 77823.304688
Iteration 203Q: 40 clusters Score -8.09785e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7115 members 
Mstep: Class 4 contains 2799 members 
Mstep: Class 5 contains 57693 members 
Mstep: Class 6 contains 64365 members 
Mstep: Class 7 contains 28425 members 
Mstep: Class 8 contains 11954 members 
Mstep: Class 9 contains 87807 members 
Mstep: Class 10 contains 9339 members 
Mstep: Class 11 contains 3973 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7120 members 
Mstep: Class 14 contains 9748 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 21972 members 
Mstep: Class 17 contains 28461 members 
Mstep: Class 18 contains 42902 members 
Mstep: Class 19 contains 32977 members 
Mstep: Class 20 contains 1647 members 
Mstep: Class 21 contains 89296 members 
Mstep: Class 22 contains 9761 members 
Mstep: Class 23 contains 431 members 
Mstep: Class 24 contains 5773 members 
Mstep: Class 25 contains 5180 members 
Mstep: Class 26 contains 5551 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34797 members 
Mstep: Class 29 contains 5053 members 
Mstep: Class 30 contains 21815 members 
Mstep: Class 31 contains 256 members 
Mstep: Class 32 contains 2932 members 
Mstep: Class 33 contains 21361 members 
Mstep: Class 34 contains 145 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5444 members 
Mstep: Class 37 contains 33548 members 
Mstep: Class 38 contains 125 members 
Mstep: Class 39 contains 119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80978568.000000 Penalty: 77823.304688
Iteration 204Q: 40 clusters Score -8.097857e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7115 members 
Mstep: Class 4 contains 2800 members 
Mstep: Class 5 contains 57592 members 
Mstep: Class 6 contains 64387 members 
Mstep: Class 7 contains 28387 members 
Mstep: Class 8 contains 11958 members 
Mstep: Class 9 contains 87753 members 
Mstep: Class 10 contains 9344 members 
Mstep: Class 11 contains 3973 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7120 members 
Mstep: Class 14 contains 9740 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 21991 members 
Mstep: Class 17 contains 28427 members 
Mstep: Class 18 contains 42911 members 
Mstep: Class 19 contains 32972 members 
Mstep: Class 20 contains 1647 members 
Mstep: Class 21 contains 89277 members 
Mstep: Class 22 contains 9763 members 
Mstep: Class 23 contains 431 members 
Mstep: Class 24 contains 5775 members 
Mstep: Class 25 contains 5179 members 
Mstep: Class 26 contains 5551 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34807 members 
Mstep: Class 29 contains 5056 members 
Mstep: Class 30 contains 21802 members 
Mstep: Class 31 contains 256 members 
Mstep: Class 32 contains 2932 members 
Mstep: Class 33 contains 21370 members 
Mstep: Class 34 contains 145 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5446 members 
Mstep: Class 37 contains 33732 members 
Mstep: Class 38 contains 125 members 
Mstep: Class 39 contains 119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80978912.000000 Penalty: 77823.304688
Iteration 205Q: 40 clusters Score -8.097891e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7115 members 
Mstep: Class 4 contains 2800 members 
Mstep: Class 5 contains 57498 members 
Mstep: Class 6 contains 64408 members 
Mstep: Class 7 contains 28355 members 
Mstep: Class 8 contains 11963 members 
Mstep: Class 9 contains 87719 members 
Mstep: Class 10 contains 9344 members 
Mstep: Class 11 contains 3973 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7122 members 
Mstep: Class 14 contains 9723 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 22001 members 
Mstep: Class 17 contains 28411 members 
Mstep: Class 18 contains 42923 members 
Mstep: Class 19 contains 32969 members 
Mstep: Class 20 contains 1647 members 
Mstep: Class 21 contains 89264 members 
Mstep: Class 22 contains 9766 members 
Mstep: Class 23 contains 431 members 
Mstep: Class 24 contains 5775 members 
Mstep: Class 25 contains 5180 members 
Mstep: Class 26 contains 5552 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34814 members 
Mstep: Class 29 contains 5059 members 
Mstep: Class 30 contains 21796 members 
Mstep: Class 31 contains 256 members 
Mstep: Class 32 contains 2932 members 
Mstep: Class 33 contains 21382 members 
Mstep: Class 34 contains 145 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5448 members 
Mstep: Class 37 contains 33867 members 
Mstep: Class 38 contains 125 members 
Mstep: Class 39 contains 119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80978944.000000 Penalty: 77823.304688
Iteration 206Q: 40 clusters Score -8.097894e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7116 members 
Mstep: Class 4 contains 2795 members 
Mstep: Class 5 contains 57395 members 
Mstep: Class 6 contains 64419 members 
Mstep: Class 7 contains 28332 members 
Mstep: Class 8 contains 11965 members 
Mstep: Class 9 contains 87687 members 
Mstep: Class 10 contains 9344 members 
Mstep: Class 11 contains 3971 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7122 members 
Mstep: Class 14 contains 9717 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 22011 members 
Mstep: Class 17 contains 28399 members 
Mstep: Class 18 contains 42917 members 
Mstep: Class 19 contains 32968 members 
Mstep: Class 20 contains 1647 members 
Mstep: Class 21 contains 89310 members 
Mstep: Class 22 contains 9768 members 
Mstep: Class 23 contains 431 members 
Mstep: Class 24 contains 5774 members 
Mstep: Class 25 contains 5181 members 
Mstep: Class 26 contains 5556 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34819 members 
Mstep: Class 29 contains 5057 members 
Mstep: Class 30 contains 21795 members 
Mstep: Class 31 contains 256 members 
Mstep: Class 32 contains 2934 members 
Mstep: Class 33 contains 21397 members 
Mstep: Class 34 contains 145 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5447 members 
Mstep: Class 37 contains 33962 members 
Mstep: Class 38 contains 125 members 
Mstep: Class 39 contains 119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80978928.000000 Penalty: 77823.304688
Iteration 207Q: 40 clusters Score -8.097893e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7118 members 
Mstep: Class 4 contains 2794 members 
Mstep: Class 5 contains 57314 members 
Mstep: Class 6 contains 64430 members 
Mstep: Class 7 contains 28317 members 
Mstep: Class 8 contains 11974 members 
Mstep: Class 9 contains 87656 members 
Mstep: Class 10 contains 9344 members 
Mstep: Class 11 contains 3971 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7123 members 
Mstep: Class 14 contains 9716 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 22019 members 
Mstep: Class 17 contains 28385 members 
Mstep: Class 18 contains 42906 members 
Mstep: Class 19 contains 32964 members 
Mstep: Class 20 contains 1647 members 
Mstep: Class 21 contains 89368 members 
Mstep: Class 22 contains 9769 members 
Mstep: Class 23 contains 431 members 
Mstep: Class 24 contains 5774 members 
Mstep: Class 25 contains 5180 members 
Mstep: Class 26 contains 5557 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34818 members 
Mstep: Class 29 contains 5056 members 
Mstep: Class 30 contains 21791 members 
Mstep: Class 31 contains 256 members 
Mstep: Class 32 contains 2937 members 
Mstep: Class 33 contains 21401 members 
Mstep: Class 34 contains 145 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5447 members 
Mstep: Class 37 contains 34027 members 
Mstep: Class 38 contains 125 members 
Mstep: Class 39 contains 119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80979056.000000 Penalty: 77823.304688
Iteration 208Q: 40 clusters Score -8.097906e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7118 members 
Mstep: Class 4 contains 2793 members 
Mstep: Class 5 contains 57244 members 
Mstep: Class 6 contains 64439 members 
Mstep: Class 7 contains 28302 members 
Mstep: Class 8 contains 11980 members 
Mstep: Class 9 contains 87638 members 
Mstep: Class 10 contains 9345 members 
Mstep: Class 11 contains 3969 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7123 members 
Mstep: Class 14 contains 9710 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 22022 members 
Mstep: Class 17 contains 28369 members 
Mstep: Class 18 contains 42891 members 
Mstep: Class 19 contains 32964 members 
Mstep: Class 20 contains 1648 members 
Mstep: Class 21 contains 89410 members 
Mstep: Class 22 contains 9771 members 
Mstep: Class 23 contains 431 members 
Mstep: Class 24 contains 5774 members 
Mstep: Class 25 contains 5180 members 
Mstep: Class 26 contains 5568 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34821 members 
Mstep: Class 29 contains 5057 members 
Mstep: Class 30 contains 21790 members 
Mstep: Class 31 contains 256 members 
Mstep: Class 32 contains 2939 members 
Mstep: Class 33 contains 21404 members 
Mstep: Class 34 contains 145 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5447 members 
Mstep: Class 37 contains 34087 members 
Mstep: Class 38 contains 125 members 
Mstep: Class 39 contains 119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80979120.000000 Penalty: 77823.304688
Iteration 209Q: 40 clusters Score -8.097912e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7117 members 
Mstep: Class 4 contains 2793 members 
Mstep: Class 5 contains 57181 members 
Mstep: Class 6 contains 64443 members 
Mstep: Class 7 contains 28291 members 
Mstep: Class 8 contains 11986 members 
Mstep: Class 9 contains 87638 members 
Mstep: Class 10 contains 9345 members 
Mstep: Class 11 contains 3970 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7123 members 
Mstep: Class 14 contains 9716 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 22024 members 
Mstep: Class 17 contains 28346 members 
Mstep: Class 18 contains 42884 members 
Mstep: Class 19 contains 32964 members 
Mstep: Class 20 contains 1647 members 
Mstep: Class 21 contains 89432 members 
Mstep: Class 22 contains 9772 members 
Mstep: Class 23 contains 431 members 
Mstep: Class 24 contains 5774 members 
Mstep: Class 25 contains 5180 members 
Mstep: Class 26 contains 5574 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34823 members 
Mstep: Class 29 contains 5057 members 
Mstep: Class 30 contains 21788 members 
Mstep: Class 31 contains 256 members 
Mstep: Class 32 contains 2942 members 
Mstep: Class 33 contains 21411 members 
Mstep: Class 34 contains 145 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5447 members 
Mstep: Class 37 contains 34135 members 
Mstep: Class 38 contains 125 members 
Mstep: Class 39 contains 119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80979112.000000 Penalty: 77823.304688
Iteration 210Q: 40 clusters Score -8.097911e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7116 members 
Mstep: Class 4 contains 2793 members 
Mstep: Class 5 contains 57121 members 
Mstep: Class 6 contains 64449 members 
Mstep: Class 7 contains 28284 members 
Mstep: Class 8 contains 11989 members 
Mstep: Class 9 contains 87631 members 
Mstep: Class 10 contains 9345 members 
Mstep: Class 11 contains 3970 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7123 members 
Mstep: Class 14 contains 9715 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 22023 members 
Mstep: Class 17 contains 28341 members 
Mstep: Class 18 contains 42871 members 
Mstep: Class 19 contains 32961 members 
Mstep: Class 20 contains 1647 members 
Mstep: Class 21 contains 89459 members 
Mstep: Class 22 contains 9771 members 
Mstep: Class 23 contains 431 members 
Mstep: Class 24 contains 5775 members 
Mstep: Class 25 contains 5186 members 
Mstep: Class 26 contains 5587 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34823 members 
Mstep: Class 29 contains 5057 members 
Mstep: Class 30 contains 21789 members 
Mstep: Class 31 contains 256 members 
Mstep: Class 32 contains 2942 members 
Mstep: Class 33 contains 21411 members 
Mstep: Class 34 contains 145 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5448 members 
Mstep: Class 37 contains 34175 members 
Mstep: Class 38 contains 125 members 
Mstep: Class 39 contains 119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80979024.000000 Penalty: 77823.304688
Iteration 211Q: 40 clusters Score -8.097902e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7118 members 
Mstep: Class 4 contains 2794 members 
Mstep: Class 5 contains 57060 members 
Mstep: Class 6 contains 64449 members 
Mstep: Class 7 contains 28277 members 
Mstep: Class 8 contains 11994 members 
Mstep: Class 9 contains 87639 members 
Mstep: Class 10 contains 9344 members 
Mstep: Class 11 contains 3971 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7123 members 
Mstep: Class 14 contains 9721 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 22024 members 
Mstep: Class 17 contains 28333 members 
Mstep: Class 18 contains 42860 members 
Mstep: Class 19 contains 32956 members 
Mstep: Class 20 contains 1647 members 
Mstep: Class 21 contains 89488 members 
Mstep: Class 22 contains 9775 members 
Mstep: Class 23 contains 431 members 
Mstep: Class 24 contains 5776 members 
Mstep: Class 25 contains 5185 members 
Mstep: Class 26 contains 5590 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34826 members 
Mstep: Class 29 contains 5058 members 
Mstep: Class 30 contains 21789 members 
Mstep: Class 31 contains 256 members 
Mstep: Class 32 contains 2942 members 
Mstep: Class 33 contains 21406 members 
Mstep: Class 34 contains 145 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5448 members 
Mstep: Class 37 contains 34210 members 
Mstep: Class 38 contains 125 members 
Mstep: Class 39 contains 119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80979024.000000 Penalty: 77823.304688
Iteration 212Q: 40 clusters Score -8.097902e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7119 members 
Mstep: Class 4 contains 2792 members 
Mstep: Class 5 contains 57012 members 
Mstep: Class 6 contains 64455 members 
Mstep: Class 7 contains 28277 members 
Mstep: Class 8 contains 11994 members 
Mstep: Class 9 contains 87643 members 
Mstep: Class 10 contains 9343 members 
Mstep: Class 11 contains 3970 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7123 members 
Mstep: Class 14 contains 9724 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 22024 members 
Mstep: Class 17 contains 28331 members 
Mstep: Class 18 contains 42855 members 
Mstep: Class 19 contains 32947 members 
Mstep: Class 20 contains 1647 members 
Mstep: Class 21 contains 89510 members 
Mstep: Class 22 contains 9776 members 
Mstep: Class 23 contains 431 members 
Mstep: Class 24 contains 5776 members 
Mstep: Class 25 contains 5188 members 
Mstep: Class 26 contains 5590 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34827 members 
Mstep: Class 29 contains 5059 members 
Mstep: Class 30 contains 21789 members 
Mstep: Class 31 contains 256 members 
Mstep: Class 32 contains 2942 members 
Mstep: Class 33 contains 21408 members 
Mstep: Class 34 contains 145 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5448 members 
Mstep: Class 37 contains 34238 members 
Mstep: Class 38 contains 125 members 
Mstep: Class 39 contains 119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80979064.000000 Penalty: 77823.304688
Iteration 213Q: 40 clusters Score -8.097906e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7122 members 
Mstep: Class 4 contains 2791 members 
Mstep: Class 5 contains 56972 members 
Mstep: Class 6 contains 64459 members 
Mstep: Class 7 contains 28272 members 
Mstep: Class 8 contains 11996 members 
Mstep: Class 9 contains 87643 members 
Mstep: Class 10 contains 9343 members 
Mstep: Class 11 contains 3971 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7123 members 
Mstep: Class 14 contains 9727 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 22024 members 
Mstep: Class 17 contains 28325 members 
Mstep: Class 18 contains 42855 members 
Mstep: Class 19 contains 32944 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 89518 members 
Mstep: Class 22 contains 9776 members 
Mstep: Class 23 contains 431 members 
Mstep: Class 24 contains 5776 members 
Mstep: Class 25 contains 5192 members 
Mstep: Class 26 contains 5592 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34828 members 
Mstep: Class 29 contains 5058 members 
Mstep: Class 30 contains 21789 members 
Mstep: Class 31 contains 256 members 
Mstep: Class 32 contains 2941 members 
Mstep: Class 33 contains 21411 members 
Mstep: Class 34 contains 145 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5448 members 
Mstep: Class 37 contains 34265 members 
Mstep: Class 38 contains 125 members 
Mstep: Class 39 contains 119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80979072.000000 Penalty: 77823.304688
Iteration 214Q: 40 clusters Score -8.097907e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7125 members 
Mstep: Class 4 contains 2791 members 
Mstep: Class 5 contains 56939 members 
Mstep: Class 6 contains 64461 members 
Mstep: Class 7 contains 28265 members 
Mstep: Class 8 contains 11997 members 
Mstep: Class 9 contains 87630 members 
Mstep: Class 10 contains 9339 members 
Mstep: Class 11 contains 3972 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7123 members 
Mstep: Class 14 contains 9734 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 22024 members 
Mstep: Class 17 contains 28330 members 
Mstep: Class 18 contains 42850 members 
Mstep: Class 19 contains 32942 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 89535 members 
Mstep: Class 22 contains 9776 members 
Mstep: Class 23 contains 431 members 
Mstep: Class 24 contains 5776 members 
Mstep: Class 25 contains 5196 members 
Mstep: Class 26 contains 5595 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34831 members 
Mstep: Class 29 contains 5055 members 
Mstep: Class 30 contains 21789 members 
Mstep: Class 31 contains 256 members 
Mstep: Class 32 contains 2941 members 
Mstep: Class 33 contains 21415 members 
Mstep: Class 34 contains 145 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5448 members 
Mstep: Class 37 contains 34284 members 
Mstep: Class 38 contains 125 members 
Mstep: Class 39 contains 119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80979112.000000 Penalty: 77823.304688
Iteration 215Q: 40 clusters Score -8.097911e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7127 members 
Mstep: Class 4 contains 2791 members 
Mstep: Class 5 contains 56906 members 
Mstep: Class 6 contains 64467 members 
Mstep: Class 7 contains 28263 members 
Mstep: Class 8 contains 11999 members 
Mstep: Class 9 contains 87627 members 
Mstep: Class 10 contains 9336 members 
Mstep: Class 11 contains 3972 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7124 members 
Mstep: Class 14 contains 9738 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 22024 members 
Mstep: Class 17 contains 28331 members 
Mstep: Class 18 contains 42849 members 
Mstep: Class 19 contains 32941 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 89552 members 
Mstep: Class 22 contains 9775 members 
Mstep: Class 23 contains 431 members 
Mstep: Class 24 contains 5776 members 
Mstep: Class 25 contains 5196 members 
Mstep: Class 26 contains 5595 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34829 members 
Mstep: Class 29 contains 5053 members 
Mstep: Class 30 contains 21789 members 
Mstep: Class 31 contains 256 members 
Mstep: Class 32 contains 2941 members 
Mstep: Class 33 contains 21419 members 
Mstep: Class 34 contains 145 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5448 members 
Mstep: Class 37 contains 34294 members 
Mstep: Class 38 contains 125 members 
Mstep: Class 39 contains 119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80979176.000000 Penalty: 77823.304688
Iteration 216Q: 40 clusters Score -8.097918e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7128 members 
Mstep: Class 4 contains 2791 members 
Mstep: Class 5 contains 56872 members 
Mstep: Class 6 contains 64469 members 
Mstep: Class 7 contains 28264 members 
Mstep: Class 8 contains 12001 members 
Mstep: Class 9 contains 87611 members 
Mstep: Class 10 contains 9337 members 
Mstep: Class 11 contains 3974 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7124 members 
Mstep: Class 14 contains 9738 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 22023 members 
Mstep: Class 17 contains 28334 members 
Mstep: Class 18 contains 42851 members 
Mstep: Class 19 contains 32940 members 
Mstep: Class 20 contains 1644 members 
Mstep: Class 21 contains 89580 members 
Mstep: Class 22 contains 9779 members 
Mstep: Class 23 contains 431 members 
Mstep: Class 24 contains 5776 members 
Mstep: Class 25 contains 5197 members 
Mstep: Class 26 contains 5594 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34827 members 
Mstep: Class 29 contains 5052 members 
Mstep: Class 30 contains 21789 members 
Mstep: Class 31 contains 256 members 
Mstep: Class 32 contains 2941 members 
Mstep: Class 33 contains 21419 members 
Mstep: Class 34 contains 145 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5448 members 
Mstep: Class 37 contains 34305 members 
Mstep: Class 38 contains 125 members 
Mstep: Class 39 contains 119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80979096.000000 Penalty: 77823.304688
Iteration 217Q: 40 clusters Score -8.09791e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7129 members 
Mstep: Class 4 contains 2790 members 
Mstep: Class 5 contains 56846 members 
Mstep: Class 6 contains 64470 members 
Mstep: Class 7 contains 28264 members 
Mstep: Class 8 contains 12001 members 
Mstep: Class 9 contains 87601 members 
Mstep: Class 10 contains 9334 members 
Mstep: Class 11 contains 3976 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7124 members 
Mstep: Class 14 contains 9737 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 22023 members 
Mstep: Class 17 contains 28340 members 
Mstep: Class 18 contains 42853 members 
Mstep: Class 19 contains 32938 members 
Mstep: Class 20 contains 1643 members 
Mstep: Class 21 contains 89598 members 
Mstep: Class 22 contains 9780 members 
Mstep: Class 23 contains 431 members 
Mstep: Class 24 contains 5776 members 
Mstep: Class 25 contains 5198 members 
Mstep: Class 26 contains 5594 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34826 members 
Mstep: Class 29 contains 5052 members 
Mstep: Class 30 contains 21789 members 
Mstep: Class 31 contains 256 members 
Mstep: Class 32 contains 2942 members 
Mstep: Class 33 contains 21423 members 
Mstep: Class 34 contains 145 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5448 members 
Mstep: Class 37 contains 34313 members 
Mstep: Class 38 contains 125 members 
Mstep: Class 39 contains 119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80979144.000000 Penalty: 77823.304688
Iteration 218Q: 40 clusters Score -8.097914e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7128 members 
Mstep: Class 4 contains 2790 members 
Mstep: Class 5 contains 56833 members 
Mstep: Class 6 contains 64470 members 
Mstep: Class 7 contains 28259 members 
Mstep: Class 8 contains 12000 members 
Mstep: Class 9 contains 87595 members 
Mstep: Class 10 contains 9336 members 
Mstep: Class 11 contains 3976 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7124 members 
Mstep: Class 14 contains 9740 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 22023 members 
Mstep: Class 17 contains 28346 members 
Mstep: Class 18 contains 42852 members 
Mstep: Class 19 contains 32937 members 
Mstep: Class 20 contains 1643 members 
Mstep: Class 21 contains 89602 members 
Mstep: Class 22 contains 9781 members 
Mstep: Class 23 contains 431 members 
Mstep: Class 24 contains 5776 members 
Mstep: Class 25 contains 5199 members 
Mstep: Class 26 contains 5594 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34828 members 
Mstep: Class 29 contains 5052 members 
Mstep: Class 30 contains 21789 members 
Mstep: Class 31 contains 256 members 
Mstep: Class 32 contains 2943 members 
Mstep: Class 33 contains 21424 members 
Mstep: Class 34 contains 145 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5448 members 
Mstep: Class 37 contains 34321 members 
Mstep: Class 38 contains 125 members 
Mstep: Class 39 contains 119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80979064.000000 Penalty: 77823.304688
Iteration 219Q: 40 clusters Score -8.097906e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7128 members 
Mstep: Class 4 contains 2790 members 
Mstep: Class 5 contains 56813 members 
Mstep: Class 6 contains 64469 members 
Mstep: Class 7 contains 28260 members 
Mstep: Class 8 contains 12000 members 
Mstep: Class 9 contains 87593 members 
Mstep: Class 10 contains 9336 members 
Mstep: Class 11 contains 3977 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7124 members 
Mstep: Class 14 contains 9739 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 22023 members 
Mstep: Class 17 contains 28345 members 
Mstep: Class 18 contains 42850 members 
Mstep: Class 19 contains 32937 members 
Mstep: Class 20 contains 1644 members 
Mstep: Class 21 contains 89616 members 
Mstep: Class 22 contains 9782 members 
Mstep: Class 23 contains 431 members 
Mstep: Class 24 contains 5776 members 
Mstep: Class 25 contains 5201 members 
Mstep: Class 26 contains 5594 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34829 members 
Mstep: Class 29 contains 5053 members 
Mstep: Class 30 contains 21789 members 
Mstep: Class 31 contains 256 members 
Mstep: Class 32 contains 2944 members 
Mstep: Class 33 contains 21424 members 
Mstep: Class 34 contains 145 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5448 members 
Mstep: Class 37 contains 34325 members 
Mstep: Class 38 contains 125 members 
Mstep: Class 39 contains 119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80979024.000000 Penalty: 77823.304688
Iteration 220F: 40 clusters Score -8.097902e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7127 members 
Mstep: Class 4 contains 2790 members 
Mstep: Class 5 contains 56797 members 
Mstep: Class 6 contains 64468 members 
Mstep: Class 7 contains 28259 members 
Mstep: Class 8 contains 11997 members 
Mstep: Class 9 contains 87587 members 
Mstep: Class 10 contains 9335 members 
Mstep: Class 11 contains 3977 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7125 members 
Mstep: Class 14 contains 9738 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 22023 members 
Mstep: Class 17 contains 28346 members 
Mstep: Class 18 contains 42849 members 
Mstep: Class 19 contains 32936 members 
Mstep: Class 20 contains 1644 members 
Mstep: Class 21 contains 89635 members 
Mstep: Class 22 contains 9784 members 
Mstep: Class 23 contains 431 members 
Mstep: Class 24 contains 5776 members 
Mstep: Class 25 contains 5201 members 
Mstep: Class 26 contains 5594 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34831 members 
Mstep: Class 29 contains 5055 members 
Mstep: Class 30 contains 21789 members 
Mstep: Class 31 contains 256 members 
Mstep: Class 32 contains 2945 members 
Mstep: Class 33 contains 21427 members 
Mstep: Class 34 contains 145 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5449 members 
Mstep: Class 37 contains 34325 members 
Mstep: Class 38 contains 125 members 
Mstep: Class 39 contains 119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80979032.000000 Penalty: 77823.304688
Iteration 221Q: 40 clusters Score -8.097903e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7127 members 
Mstep: Class 4 contains 2790 members 
Mstep: Class 5 contains 56782 members 
Mstep: Class 6 contains 64468 members 
Mstep: Class 7 contains 28259 members 
Mstep: Class 8 contains 11997 members 
Mstep: Class 9 contains 87576 members 
Mstep: Class 10 contains 9335 members 
Mstep: Class 11 contains 3977 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7125 members 
Mstep: Class 14 contains 9737 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 22023 members 
Mstep: Class 17 contains 28356 members 
Mstep: Class 18 contains 42850 members 
Mstep: Class 19 contains 32933 members 
Mstep: Class 20 contains 1644 members 
Mstep: Class 21 contains 89653 members 
Mstep: Class 22 contains 9786 members 
Mstep: Class 23 contains 431 members 
Mstep: Class 24 contains 5776 members 
Mstep: Class 25 contains 5201 members 
Mstep: Class 26 contains 5593 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34831 members 
Mstep: Class 29 contains 5054 members 
Mstep: Class 30 contains 21789 members 
Mstep: Class 31 contains 256 members 
Mstep: Class 32 contains 2945 members 
Mstep: Class 33 contains 21427 members 
Mstep: Class 34 contains 145 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5449 members 
Mstep: Class 37 contains 34326 members 
Mstep: Class 38 contains 125 members 
Mstep: Class 39 contains 119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80979032.000000 Penalty: 77823.304688
Iteration 222Q: 40 clusters Score -8.097903e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7127 members 
Mstep: Class 4 contains 2790 members 
Mstep: Class 5 contains 56761 members 
Mstep: Class 6 contains 64470 members 
Mstep: Class 7 contains 28258 members 
Mstep: Class 8 contains 11996 members 
Mstep: Class 9 contains 87579 members 
Mstep: Class 10 contains 9335 members 
Mstep: Class 11 contains 3977 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7125 members 
Mstep: Class 14 contains 9738 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 22023 members 
Mstep: Class 17 contains 28357 members 
Mstep: Class 18 contains 42850 members 
Mstep: Class 19 contains 32931 members 
Mstep: Class 20 contains 1644 members 
Mstep: Class 21 contains 89668 members 
Mstep: Class 22 contains 9785 members 
Mstep: Class 23 contains 431 members 
Mstep: Class 24 contains 5776 members 
Mstep: Class 25 contains 5201 members 
Mstep: Class 26 contains 5592 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34834 members 
Mstep: Class 29 contains 5055 members 
Mstep: Class 30 contains 21789 members 
Mstep: Class 31 contains 256 members 
Mstep: Class 32 contains 2945 members 
Mstep: Class 33 contains 21429 members 
Mstep: Class 34 contains 145 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5449 members 
Mstep: Class 37 contains 34325 members 
Mstep: Class 38 contains 125 members 
Mstep: Class 39 contains 119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80979000.000000 Penalty: 77823.304688
Iteration 223Q: 40 clusters Score -8.0979e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7127 members 
Mstep: Class 4 contains 2790 members 
Mstep: Class 5 contains 56736 members 
Mstep: Class 6 contains 64472 members 
Mstep: Class 7 contains 28257 members 
Mstep: Class 8 contains 11996 members 
Mstep: Class 9 contains 87581 members 
Mstep: Class 10 contains 9335 members 
Mstep: Class 11 contains 3977 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7125 members 
Mstep: Class 14 contains 9738 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 22023 members 
Mstep: Class 17 contains 28362 members 
Mstep: Class 18 contains 42847 members 
Mstep: Class 19 contains 32929 members 
Mstep: Class 20 contains 1644 members 
Mstep: Class 21 contains 89684 members 
Mstep: Class 22 contains 9788 members 
Mstep: Class 23 contains 431 members 
Mstep: Class 24 contains 5776 members 
Mstep: Class 25 contains 5201 members 
Mstep: Class 26 contains 5591 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34833 members 
Mstep: Class 29 contains 5056 members 
Mstep: Class 30 contains 21789 members 
Mstep: Class 31 contains 256 members 
Mstep: Class 32 contains 2945 members 
Mstep: Class 33 contains 21432 members 
Mstep: Class 34 contains 145 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5449 members 
Mstep: Class 37 contains 34326 members 
Mstep: Class 38 contains 125 members 
Mstep: Class 39 contains 119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80979032.000000 Penalty: 77823.304688
Iteration 224Q: 40 clusters Score -8.097903e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7127 members 
Mstep: Class 4 contains 2791 members 
Mstep: Class 5 contains 56716 members 
Mstep: Class 6 contains 64473 members 
Mstep: Class 7 contains 28256 members 
Mstep: Class 8 contains 11997 members 
Mstep: Class 9 contains 87581 members 
Mstep: Class 10 contains 9335 members 
Mstep: Class 11 contains 3976 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7125 members 
Mstep: Class 14 contains 9737 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 22024 members 
Mstep: Class 17 contains 28366 members 
Mstep: Class 18 contains 42846 members 
Mstep: Class 19 contains 32927 members 
Mstep: Class 20 contains 1644 members 
Mstep: Class 21 contains 89699 members 
Mstep: Class 22 contains 9789 members 
Mstep: Class 23 contains 431 members 
Mstep: Class 24 contains 5776 members 
Mstep: Class 25 contains 5201 members 
Mstep: Class 26 contains 5590 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34833 members 
Mstep: Class 29 contains 5054 members 
Mstep: Class 30 contains 21789 members 
Mstep: Class 31 contains 256 members 
Mstep: Class 32 contains 2945 members 
Mstep: Class 33 contains 21433 members 
Mstep: Class 34 contains 145 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5449 members 
Mstep: Class 37 contains 34330 members 
Mstep: Class 38 contains 125 members 
Mstep: Class 39 contains 119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80979104.000000 Penalty: 77823.304688
Iteration 225Q: 40 clusters Score -8.09791e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7127 members 
Mstep: Class 4 contains 2791 members 
Mstep: Class 5 contains 56699 members 
Mstep: Class 6 contains 64470 members 
Mstep: Class 7 contains 28253 members 
Mstep: Class 8 contains 11997 members 
Mstep: Class 9 contains 87576 members 
Mstep: Class 10 contains 9336 members 
Mstep: Class 11 contains 3976 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7125 members 
Mstep: Class 14 contains 9738 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 22025 members 
Mstep: Class 17 contains 28372 members 
Mstep: Class 18 contains 42846 members 
Mstep: Class 19 contains 32926 members 
Mstep: Class 20 contains 1644 members 
Mstep: Class 21 contains 89712 members 
Mstep: Class 22 contains 9791 members 
Mstep: Class 23 contains 431 members 
Mstep: Class 24 contains 5776 members 
Mstep: Class 25 contains 5201 members 
Mstep: Class 26 contains 5590 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34833 members 
Mstep: Class 29 contains 5054 members 
Mstep: Class 30 contains 21789 members 
Mstep: Class 31 contains 256 members 
Mstep: Class 32 contains 2946 members 
Mstep: Class 33 contains 21431 members 
Mstep: Class 34 contains 145 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5449 members 
Mstep: Class 37 contains 34336 members 
Mstep: Class 38 contains 125 members 
Mstep: Class 39 contains 119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80979096.000000 Penalty: 77823.304688
Iteration 226Q: 40 clusters Score -8.09791e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7127 members 
Mstep: Class 4 contains 2791 members 
Mstep: Class 5 contains 56688 members 
Mstep: Class 6 contains 64472 members 
Mstep: Class 7 contains 28254 members 
Mstep: Class 8 contains 11998 members 
Mstep: Class 9 contains 87567 members 
Mstep: Class 10 contains 9336 members 
Mstep: Class 11 contains 3976 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7125 members 
Mstep: Class 14 contains 9739 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 22024 members 
Mstep: Class 17 contains 28375 members 
Mstep: Class 18 contains 42846 members 
Mstep: Class 19 contains 32924 members 
Mstep: Class 20 contains 1644 members 
Mstep: Class 21 contains 89727 members 
Mstep: Class 22 contains 9790 members 
Mstep: Class 23 contains 431 members 
Mstep: Class 24 contains 5776 members 
Mstep: Class 25 contains 5201 members 
Mstep: Class 26 contains 5590 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34833 members 
Mstep: Class 29 contains 5054 members 
Mstep: Class 30 contains 21789 members 
Mstep: Class 31 contains 256 members 
Mstep: Class 32 contains 2947 members 
Mstep: Class 33 contains 21430 members 
Mstep: Class 34 contains 145 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5449 members 
Mstep: Class 37 contains 34337 members 
Mstep: Class 38 contains 125 members 
Mstep: Class 39 contains 119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80979064.000000 Penalty: 77823.304688
Iteration 227Q: 40 clusters Score -8.097906e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7127 members 
Mstep: Class 4 contains 2791 members 
Mstep: Class 5 contains 56676 members 
Mstep: Class 6 contains 64472 members 
Mstep: Class 7 contains 28254 members 
Mstep: Class 8 contains 11998 members 
Mstep: Class 9 contains 87568 members 
Mstep: Class 10 contains 9336 members 
Mstep: Class 11 contains 3977 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7125 members 
Mstep: Class 14 contains 9742 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 22024 members 
Mstep: Class 17 contains 28375 members 
Mstep: Class 18 contains 42846 members 
Mstep: Class 19 contains 32921 members 
Mstep: Class 20 contains 1644 members 
Mstep: Class 21 contains 89737 members 
Mstep: Class 22 contains 9790 members 
Mstep: Class 23 contains 431 members 
Mstep: Class 24 contains 5776 members 
Mstep: Class 25 contains 5201 members 
Mstep: Class 26 contains 5590 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34833 members 
Mstep: Class 29 contains 5054 members 
Mstep: Class 30 contains 21789 members 
Mstep: Class 31 contains 256 members 
Mstep: Class 32 contains 2948 members 
Mstep: Class 33 contains 21429 members 
Mstep: Class 34 contains 145 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5449 members 
Mstep: Class 37 contains 34337 members 
Mstep: Class 38 contains 125 members 
Mstep: Class 39 contains 119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80979088.000000 Penalty: 77823.304688
Iteration 228Q: 40 clusters Score -8.097909e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7127 members 
Mstep: Class 4 contains 2791 members 
Mstep: Class 5 contains 56667 members 
Mstep: Class 6 contains 64472 members 
Mstep: Class 7 contains 28255 members 
Mstep: Class 8 contains 11998 members 
Mstep: Class 9 contains 87566 members 
Mstep: Class 10 contains 9336 members 
Mstep: Class 11 contains 3976 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7125 members 
Mstep: Class 14 contains 9742 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 22024 members 
Mstep: Class 17 contains 28379 members 
Mstep: Class 18 contains 42848 members 
Mstep: Class 19 contains 32915 members 
Mstep: Class 20 contains 1644 members 
Mstep: Class 21 contains 89742 members 
Mstep: Class 22 contains 9790 members 
Mstep: Class 23 contains 431 members 
Mstep: Class 24 contains 5776 members 
Mstep: Class 25 contains 5200 members 
Mstep: Class 26 contains 5590 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34834 members 
Mstep: Class 29 contains 5054 members 
Mstep: Class 30 contains 21789 members 
Mstep: Class 31 contains 256 members 
Mstep: Class 32 contains 2950 members 
Mstep: Class 33 contains 21432 members 
Mstep: Class 34 contains 145 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5449 members 
Mstep: Class 37 contains 34338 members 
Mstep: Class 38 contains 125 members 
Mstep: Class 39 contains 119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80979072.000000 Penalty: 77823.304688
Iteration 229Q: 40 clusters Score -8.097907e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7127 members 
Mstep: Class 4 contains 2790 members 
Mstep: Class 5 contains 56659 members 
Mstep: Class 6 contains 64473 members 
Mstep: Class 7 contains 28256 members 
Mstep: Class 8 contains 11999 members 
Mstep: Class 9 contains 87563 members 
Mstep: Class 10 contains 9337 members 
Mstep: Class 11 contains 3977 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7125 members 
Mstep: Class 14 contains 9743 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 22024 members 
Mstep: Class 17 contains 28383 members 
Mstep: Class 18 contains 42846 members 
Mstep: Class 19 contains 32910 members 
Mstep: Class 20 contains 1644 members 
Mstep: Class 21 contains 89745 members 
Mstep: Class 22 contains 9790 members 
Mstep: Class 23 contains 431 members 
Mstep: Class 24 contains 5776 members 
Mstep: Class 25 contains 5200 members 
Mstep: Class 26 contains 5590 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34835 members 
Mstep: Class 29 contains 5054 members 
Mstep: Class 30 contains 21789 members 
Mstep: Class 31 contains 256 members 
Mstep: Class 32 contains 2952 members 
Mstep: Class 33 contains 21432 members 
Mstep: Class 34 contains 145 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5449 members 
Mstep: Class 37 contains 34341 members 
Mstep: Class 38 contains 125 members 
Mstep: Class 39 contains 119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80979056.000000 Penalty: 77823.304688
Iteration 230Q: 40 clusters Score -8.097906e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7126 members 
Mstep: Class 4 contains 2790 members 
Mstep: Class 5 contains 56648 members 
Mstep: Class 6 contains 64473 members 
Mstep: Class 7 contains 28255 members 
Mstep: Class 8 contains 12001 members 
Mstep: Class 9 contains 87559 members 
Mstep: Class 10 contains 9337 members 
Mstep: Class 11 contains 3977 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7125 members 
Mstep: Class 14 contains 9743 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 22024 members 
Mstep: Class 17 contains 28387 members 
Mstep: Class 18 contains 42845 members 
Mstep: Class 19 contains 32908 members 
Mstep: Class 20 contains 1644 members 
Mstep: Class 21 contains 89755 members 
Mstep: Class 22 contains 9790 members 
Mstep: Class 23 contains 431 members 
Mstep: Class 24 contains 5776 members 
Mstep: Class 25 contains 5200 members 
Mstep: Class 26 contains 5592 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34835 members 
Mstep: Class 29 contains 5054 members 
Mstep: Class 30 contains 21789 members 
Mstep: Class 31 contains 256 members 
Mstep: Class 32 contains 2952 members 
Mstep: Class 33 contains 21433 members 
Mstep: Class 34 contains 145 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5449 members 
Mstep: Class 37 contains 34342 members 
Mstep: Class 38 contains 125 members 
Mstep: Class 39 contains 119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80979016.000000 Penalty: 77823.304688
Iteration 231Q: 40 clusters Score -8.097902e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7126 members 
Mstep: Class 4 contains 2790 members 
Mstep: Class 5 contains 56643 members 
Mstep: Class 6 contains 64473 members 
Mstep: Class 7 contains 28255 members 
Mstep: Class 8 contains 12003 members 
Mstep: Class 9 contains 87552 members 
Mstep: Class 10 contains 9337 members 
Mstep: Class 11 contains 3977 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7125 members 
Mstep: Class 14 contains 9742 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 22024 members 
Mstep: Class 17 contains 28391 members 
Mstep: Class 18 contains 42845 members 
Mstep: Class 19 contains 32906 members 
Mstep: Class 20 contains 1644 members 
Mstep: Class 21 contains 89760 members 
Mstep: Class 22 contains 9790 members 
Mstep: Class 23 contains 431 members 
Mstep: Class 24 contains 5776 members 
Mstep: Class 25 contains 5200 members 
Mstep: Class 26 contains 5592 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34835 members 
Mstep: Class 29 contains 5054 members 
Mstep: Class 30 contains 21789 members 
Mstep: Class 31 contains 256 members 
Mstep: Class 32 contains 2953 members 
Mstep: Class 33 contains 21432 members 
Mstep: Class 34 contains 145 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5449 members 
Mstep: Class 37 contains 34346 members 
Mstep: Class 38 contains 125 members 
Mstep: Class 39 contains 119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80979016.000000 Penalty: 77823.304688
Iteration 232Q: 40 clusters Score -8.097902e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7126 members 
Mstep: Class 4 contains 2790 members 
Mstep: Class 5 contains 56637 members 
Mstep: Class 6 contains 64473 members 
Mstep: Class 7 contains 28255 members 
Mstep: Class 8 contains 12004 members 
Mstep: Class 9 contains 87553 members 
Mstep: Class 10 contains 9337 members 
Mstep: Class 11 contains 3977 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7125 members 
Mstep: Class 14 contains 9741 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 22024 members 
Mstep: Class 17 contains 28392 members 
Mstep: Class 18 contains 42845 members 
Mstep: Class 19 contains 32905 members 
Mstep: Class 20 contains 1644 members 
Mstep: Class 21 contains 89763 members 
Mstep: Class 22 contains 9790 members 
Mstep: Class 23 contains 431 members 
Mstep: Class 24 contains 5776 members 
Mstep: Class 25 contains 5200 members 
Mstep: Class 26 contains 5590 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34835 members 
Mstep: Class 29 contains 5054 members 
Mstep: Class 30 contains 21790 members 
Mstep: Class 31 contains 256 members 
Mstep: Class 32 contains 2954 members 
Mstep: Class 33 contains 21432 members 
Mstep: Class 34 contains 145 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5449 members 
Mstep: Class 37 contains 34348 members 
Mstep: Class 38 contains 125 members 
Mstep: Class 39 contains 119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80979040.000000 Penalty: 77823.304688
Iteration 233Q: 40 clusters Score -8.097904e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7126 members 
Mstep: Class 4 contains 2790 members 
Mstep: Class 5 contains 56633 members 
Mstep: Class 6 contains 64473 members 
Mstep: Class 7 contains 28256 members 
Mstep: Class 8 contains 12006 members 
Mstep: Class 9 contains 87552 members 
Mstep: Class 10 contains 9337 members 
Mstep: Class 11 contains 3977 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7125 members 
Mstep: Class 14 contains 9741 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 22024 members 
Mstep: Class 17 contains 28391 members 
Mstep: Class 18 contains 42847 members 
Mstep: Class 19 contains 32904 members 
Mstep: Class 20 contains 1644 members 
Mstep: Class 21 contains 89764 members 
Mstep: Class 22 contains 9790 members 
Mstep: Class 23 contains 431 members 
Mstep: Class 24 contains 5776 members 
Mstep: Class 25 contains 5200 members 
Mstep: Class 26 contains 5590 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34835 members 
Mstep: Class 29 contains 5054 members 
Mstep: Class 30 contains 21790 members 
Mstep: Class 31 contains 256 members 
Mstep: Class 32 contains 2955 members 
Mstep: Class 33 contains 21431 members 
Mstep: Class 34 contains 145 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5449 members 
Mstep: Class 37 contains 34349 members 
Mstep: Class 38 contains 125 members 
Mstep: Class 39 contains 119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80979088.000000 Penalty: 77823.304688
Iteration 234Q: 40 clusters Score -8.097909e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7126 members 
Mstep: Class 4 contains 2790 members 
Mstep: Class 5 contains 56630 members 
Mstep: Class 6 contains 64474 members 
Mstep: Class 7 contains 28256 members 
Mstep: Class 8 contains 12008 members 
Mstep: Class 9 contains 87548 members 
Mstep: Class 10 contains 9337 members 
Mstep: Class 11 contains 3977 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7125 members 
Mstep: Class 14 contains 9740 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 22024 members 
Mstep: Class 17 contains 28390 members 
Mstep: Class 18 contains 42847 members 
Mstep: Class 19 contains 32905 members 
Mstep: Class 20 contains 1644 members 
Mstep: Class 21 contains 89769 members 
Mstep: Class 22 contains 9790 members 
Mstep: Class 23 contains 431 members 
Mstep: Class 24 contains 5776 members 
Mstep: Class 25 contains 5200 members 
Mstep: Class 26 contains 5590 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34835 members 
Mstep: Class 29 contains 5054 members 
Mstep: Class 30 contains 21790 members 
Mstep: Class 31 contains 256 members 
Mstep: Class 32 contains 2955 members 
Mstep: Class 33 contains 21431 members 
Mstep: Class 34 contains 145 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5449 members 
Mstep: Class 37 contains 34349 members 
Mstep: Class 38 contains 125 members 
Mstep: Class 39 contains 119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80979080.000000 Penalty: 77823.304688
Iteration 235Q: 40 clusters Score -8.097908e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7126 members 
Mstep: Class 4 contains 2790 members 
Mstep: Class 5 contains 56623 members 
Mstep: Class 6 contains 64474 members 
Mstep: Class 7 contains 28255 members 
Mstep: Class 8 contains 12008 members 
Mstep: Class 9 contains 87553 members 
Mstep: Class 10 contains 9337 members 
Mstep: Class 11 contains 3977 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7125 members 
Mstep: Class 14 contains 9740 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 22024 members 
Mstep: Class 17 contains 28391 members 
Mstep: Class 18 contains 42847 members 
Mstep: Class 19 contains 32905 members 
Mstep: Class 20 contains 1644 members 
Mstep: Class 21 contains 89771 members 
Mstep: Class 22 contains 9790 members 
Mstep: Class 23 contains 431 members 
Mstep: Class 24 contains 5776 members 
Mstep: Class 25 contains 5200 members 
Mstep: Class 26 contains 5590 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34836 members 
Mstep: Class 29 contains 5054 members 
Mstep: Class 30 contains 21790 members 
Mstep: Class 31 contains 256 members 
Mstep: Class 32 contains 2955 members 
Mstep: Class 33 contains 21430 members 
Mstep: Class 34 contains 145 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5449 members 
Mstep: Class 37 contains 34349 members 
Mstep: Class 38 contains 125 members 
Mstep: Class 39 contains 119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80979112.000000 Penalty: 77823.304688
Iteration 236Q: 40 clusters Score -8.097911e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7126 members 
Mstep: Class 4 contains 2790 members 
Mstep: Class 5 contains 56621 members 
Mstep: Class 6 contains 64474 members 
Mstep: Class 7 contains 28255 members 
Mstep: Class 8 contains 12008 members 
Mstep: Class 9 contains 87553 members 
Mstep: Class 10 contains 9337 members 
Mstep: Class 11 contains 3977 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7125 members 
Mstep: Class 14 contains 9740 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 22024 members 
Mstep: Class 17 contains 28391 members 
Mstep: Class 18 contains 42847 members 
Mstep: Class 19 contains 32905 members 
Mstep: Class 20 contains 1644 members 
Mstep: Class 21 contains 89772 members 
Mstep: Class 22 contains 9790 members 
Mstep: Class 23 contains 431 members 
Mstep: Class 24 contains 5776 members 
Mstep: Class 25 contains 5200 members 
Mstep: Class 26 contains 5591 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34836 members 
Mstep: Class 29 contains 5054 members 
Mstep: Class 30 contains 21790 members 
Mstep: Class 31 contains 256 members 
Mstep: Class 32 contains 2955 members 
Mstep: Class 33 contains 21430 members 
Mstep: Class 34 contains 145 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5449 members 
Mstep: Class 37 contains 34349 members 
Mstep: Class 38 contains 125 members 
Mstep: Class 39 contains 119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80979096.000000 Penalty: 77823.304688
Iteration 237Q: 40 clusters Score -8.09791e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7126 members 
Mstep: Class 4 contains 2790 members 
Mstep: Class 5 contains 56618 members 
Mstep: Class 6 contains 64474 members 
Mstep: Class 7 contains 28255 members 
Mstep: Class 8 contains 12008 members 
Mstep: Class 9 contains 87555 members 
Mstep: Class 10 contains 9337 members 
Mstep: Class 11 contains 3977 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7125 members 
Mstep: Class 14 contains 9740 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 22024 members 
Mstep: Class 17 contains 28391 members 
Mstep: Class 18 contains 42848 members 
Mstep: Class 19 contains 32905 members 
Mstep: Class 20 contains 1644 members 
Mstep: Class 21 contains 89773 members 
Mstep: Class 22 contains 9790 members 
Mstep: Class 23 contains 431 members 
Mstep: Class 24 contains 5776 members 
Mstep: Class 25 contains 5200 members 
Mstep: Class 26 contains 5591 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34836 members 
Mstep: Class 29 contains 5054 members 
Mstep: Class 30 contains 21790 members 
Mstep: Class 31 contains 256 members 
Mstep: Class 32 contains 2955 members 
Mstep: Class 33 contains 21430 members 
Mstep: Class 34 contains 145 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5449 members 
Mstep: Class 37 contains 34348 members 
Mstep: Class 38 contains 125 members 
Mstep: Class 39 contains 119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80979072.000000 Penalty: 77823.304688
Iteration 238Q: 40 clusters Score -8.097907e+07 nChanged 6
Entering ConstructFrom: 
Score: -80979072.000000 Penalty: 77823.304688
Entering ConstructFrom: 
Trying to split cluster 1 (4927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Entering Unmasked Estep 
Score: -574536.437500 Penalty: 1265.169800
	Iteration 0F: 2 clusters Score -574536.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -570923.125000 Penalty: 2530.339600
	Iteration 0F: 3 clusters Score -570923.1 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -572011.625000 Penalty: 2530.339600
	Iteration 1F: 3 clusters Score -572011.6 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -572359.125000 Penalty: 2530.339600
	Iteration 2F: 3 clusters Score -572359.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -572595.687500 Penalty: 2530.339600
	Iteration 3F: 3 clusters Score -572595.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -572806.812500 Penalty: 2530.339600
	Iteration 4Q: 3 clusters Score -572806.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -572974.562500 Penalty: 2530.339600
	Iteration 5Q: 3 clusters Score -572974.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -573097.312500 Penalty: 2530.339600
	Iteration 6Q: 3 clusters Score -573097.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -573198.062500 Penalty: 2530.339600
	Iteration 7Q: 3 clusters Score -573198.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -573283.812500 Penalty: 2530.339600
	Iteration 8Q: 3 clusters Score -573283.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -573347.750000 Penalty: 2530.339600
	Iteration 9Q: 3 clusters Score -573347.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -573405.500000 Penalty: 2530.339600
	Iteration 10Q: 3 clusters Score -573405.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -573464.437500 Penalty: 2530.339600
	Iteration 11Q: 3 clusters Score -573464.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -573513.062500 Penalty: 2530.339600
	Iteration 12Q: 3 clusters Score -573513.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -573557.625000 Penalty: 2530.339600
	Iteration 13Q: 3 clusters Score -573557.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -573602.062500 Penalty: 2530.339600
	Iteration 14Q: 3 clusters Score -573602.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -573641.375000 Penalty: 2530.339600
	Iteration 15Q: 3 clusters Score -573641.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -573681.312500 Penalty: 2530.339600
	Iteration 16Q: 3 clusters Score -573681.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -573724.937500 Penalty: 2530.339600
	Iteration 17Q: 3 clusters Score -573724.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -573778.562500 Penalty: 2530.339600
	Iteration 18Q: 3 clusters Score -573778.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -573827.500000 Penalty: 2530.339600
	Iteration 19Q: 3 clusters Score -573827.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -573870.812500 Penalty: 2530.339600
	Iteration 20F: 3 clusters Score -573870.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -573902.937500 Penalty: 2530.339600
	Iteration 21Q: 3 clusters Score -573902.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -573928.812500 Penalty: 2530.339600
	Iteration 22Q: 3 clusters Score -573928.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -573958.375000 Penalty: 2530.339600
	Iteration 23Q: 3 clusters Score -573958.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -573983.687500 Penalty: 2530.339600
	Iteration 24Q: 3 clusters Score -573983.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -574006.937500 Penalty: 2530.339600
	Iteration 25Q: 3 clusters Score -574006.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -574027.062500 Penalty: 2530.339600
	Iteration 26Q: 3 clusters Score -574027.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -574040.125000 Penalty: 2530.339600
	Iteration 27Q: 3 clusters Score -574040.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -574052.000000 Penalty: 2530.339600
	Iteration 28Q: 3 clusters Score -574052 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -574067.125000 Penalty: 2530.339600
	Iteration 29Q: 3 clusters Score -574067.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -574080.000000 Penalty: 2530.339600
	Iteration 30Q: 3 clusters Score -574080 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -574085.250000 Penalty: 2530.339600
	Iteration 31Q: 3 clusters Score -574085.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -574096.875000 Penalty: 2530.339600
	Iteration 32Q: 3 clusters Score -574096.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -574103.000000 Penalty: 2530.339600
	Iteration 33Q: 3 clusters Score -574103 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -574109.562500 Penalty: 2530.339600
	Iteration 34Q: 3 clusters Score -574109.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -574120.937500 Penalty: 2530.339600
	Iteration 35Q: 3 clusters Score -574120.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -574129.937500 Penalty: 2530.339600
	Iteration 36Q: 3 clusters Score -574129.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -574138.500000 Penalty: 2530.339600
	Iteration 37Q: 3 clusters Score -574138.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -574145.625000 Penalty: 2530.339600
	Iteration 38Q: 3 clusters Score -574145.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -574151.250000 Penalty: 2530.339600
	Iteration 39Q: 3 clusters Score -574151.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -574156.937500 Penalty: 2530.339600
	Iteration 40F: 3 clusters Score -574156.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -574163.187500 Penalty: 2530.339600
	Iteration 41Q: 3 clusters Score -574163.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -574171.312500 Penalty: 2530.339600
	Iteration 42Q: 3 clusters Score -574171.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -574178.187500 Penalty: 2530.339600
	Iteration 43Q: 3 clusters Score -574178.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -574182.125000 Penalty: 2530.339600
	Iteration 44Q: 3 clusters Score -574182.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -574186.375000 Penalty: 2530.339600
	Iteration 45Q: 3 clusters Score -574186.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -574190.000000 Penalty: 2530.339600
	Iteration 46Q: 3 clusters Score -574190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -574192.187500 Penalty: 2530.339600
	Iteration 47Q: 3 clusters Score -574192.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -574195.250000 Penalty: 2530.339600
	Iteration 48Q: 3 clusters Score -574195.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -574197.437500 Penalty: 2530.339600
	Iteration 49Q: 3 clusters Score -574197.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -574198.687500 Penalty: 2530.339600
	Iteration 50Q: 3 clusters Score -574198.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -574198.375000 Penalty: 2530.339600
	Iteration 51Q: 3 clusters Score -574198.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -574198.875000 Penalty: 2530.339600
	Iteration 52Q: 3 clusters Score -574198.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -574199.500000 Penalty: 2530.339600
	Iteration 53Q: 3 clusters Score -574199.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -574202.187500 Penalty: 2530.339600
	Iteration 54Q: 3 clusters Score -574202.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -574202.375000 Penalty: 2530.339600
	Iteration 55Q: 3 clusters Score -574202.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -574203.250000 Penalty: 2530.339600
	Iteration 56Q: 3 clusters Score -574203.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -574203.250000 Penalty: 2530.339600
	Iteration 57F: 3 clusters Score -574203.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -47565.976562 Penalty: 936.185547
	Iteration 0F: 2 clusters Score -47565.98 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 279 members 
Entering Unmasked Estep 
Score: -46657.398438 Penalty: 1872.371094
	Iteration 0F: 3 clusters Score -46657.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -46957.546875 Penalty: 1872.371094
	Iteration 1F: 3 clusters Score -46957.55 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -47146.937500 Penalty: 1872.371094
	Iteration 2F: 3 clusters Score -47146.94 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -47303.492188 Penalty: 1872.371094
	Iteration 3F: 3 clusters Score -47303.49 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -47422.542969 Penalty: 1872.371094
	Iteration 4Q: 3 clusters Score -47422.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -47601.640625 Penalty: 1872.371094
	Iteration 5Q: 3 clusters Score -47601.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -47708.816406 Penalty: 1872.371094
	Iteration 6Q: 3 clusters Score -47708.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -47746.597656 Penalty: 1872.371094
	Iteration 7Q: 3 clusters Score -47746.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -47767.062500 Penalty: 1872.371094
	Iteration 8Q: 3 clusters Score -47767.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -47778.066406 Penalty: 1872.371094
	Iteration 9Q: 3 clusters Score -47778.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -47781.730469 Penalty: 1872.371094
	Iteration 10Q: 3 clusters Score -47781.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -47784.660156 Penalty: 1872.371094
	Iteration 11F: 3 clusters Score -47784.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -47801.656250 Penalty: 1872.371094
	Iteration 12Q: 3 clusters Score -47801.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -47818.250000 Penalty: 1872.371094
	Iteration 13Q: 3 clusters Score -47818.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -47865.121094 Penalty: 1872.371094
	Iteration 14Q: 3 clusters Score -47865.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -47973.039062 Penalty: 1872.371094
	Iteration 15Q: 3 clusters Score -47973.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -48078.519531 Penalty: 1872.371094
	Iteration 16Q: 3 clusters Score -48078.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -48101.421875 Penalty: 1872.371094
	Iteration 17Q: 3 clusters Score -48101.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -48122.085938 Penalty: 1872.371094
	Iteration 18Q: 3 clusters Score -48122.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -48139.175781 Penalty: 1872.371094
	Iteration 19Q: 3 clusters Score -48139.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -48171.199219 Penalty: 1872.371094
	Iteration 20F: 3 clusters Score -48171.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -48194.382812 Penalty: 1872.371094
	Iteration 21Q: 3 clusters Score -48194.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -48199.839844 Penalty: 1872.371094
	Iteration 22Q: 3 clusters Score -48199.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -48204.718750 Penalty: 1872.371094
	Iteration 23Q: 3 clusters Score -48204.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -48204.718750 Penalty: 1872.371094
	Iteration 24F: 3 clusters Score -48204.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 223 members 
Mstep: Class 3 contains 7126 members 
Mstep: Class 4 contains 2790 members 
Mstep: Class 5 contains 56615 members 
Mstep: Class 6 contains 64474 members 
Mstep: Class 7 contains 28256 members 
Mstep: Class 8 contains 12008 members 
Mstep: Class 9 contains 87557 members 
Mstep: Class 10 contains 9337 members 
Mstep: Class 11 contains 3977 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7125 members 
Mstep: Class 14 contains 9740 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 22024 members 
Mstep: Class 17 contains 28391 members 
Mstep: Class 18 contains 42848 members 
Mstep: Class 19 contains 32905 members 
Mstep: Class 20 contains 1644 members 
Mstep: Class 21 contains 89773 members 
Mstep: Class 22 contains 9790 members 
Mstep: Class 23 contains 431 members 
Mstep: Class 24 contains 5776 members 
Mstep: Class 25 contains 5200 members 
Mstep: Class 26 contains 5591 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34836 members 
Mstep: Class 29 contains 5054 members 
Mstep: Class 30 contains 21790 members 
Mstep: Class 31 contains 256 members 
Mstep: Class 32 contains 2955 members 
Mstep: Class 33 contains 21430 members 
Mstep: Class 34 contains 145 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5449 members 
Mstep: Class 37 contains 34348 members 
Mstep: Class 38 contains 125 members 
Mstep: Class 39 contains 119 members 
Mstep: Class 40 contains 317 members 
Entering Unmasked Estep 
Score: -80978656.000000 Penalty: 79818.773438
Splitting cluster 2 changes total score from -80979072.000000 to -80978656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (7126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Entering Unmasked Estep 
Score: -903546.500000 Penalty: 1320.080078
	Iteration 0F: 2 clusters Score -903546.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -898547.937500 Penalty: 2640.160156
	Iteration 0F: 3 clusters Score -898547.9 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -900076.000000 Penalty: 2640.160156
	Iteration 1F: 3 clusters Score -900076 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -900309.562500 Penalty: 2640.160156
	Iteration 2F: 3 clusters Score -900309.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -900496.812500 Penalty: 2640.160156
	Iteration 3F: 3 clusters Score -900496.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -900629.312500 Penalty: 2640.160156
	Iteration 4Q: 3 clusters Score -900629.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -900744.812500 Penalty: 2640.160156
	Iteration 5Q: 3 clusters Score -900744.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -900849.750000 Penalty: 2640.160156
	Iteration 6Q: 3 clusters Score -900849.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -900949.500000 Penalty: 2640.160156
	Iteration 7Q: 3 clusters Score -900949.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -901079.062500 Penalty: 2640.160156
	Iteration 8Q: 3 clusters Score -901079.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -901213.937500 Penalty: 2640.160156
	Iteration 9Q: 3 clusters Score -901213.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -901360.500000 Penalty: 2640.160156
	Iteration 10Q: 3 clusters Score -901360.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -901508.187500 Penalty: 2640.160156
	Iteration 11Q: 3 clusters Score -901508.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -901668.250000 Penalty: 2640.160156
	Iteration 12Q: 3 clusters Score -901668.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -901821.937500 Penalty: 2640.160156
	Iteration 13Q: 3 clusters Score -901821.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -901975.062500 Penalty: 2640.160156
	Iteration 14Q: 3 clusters Score -901975.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -902098.437500 Penalty: 2640.160156
	Iteration 15Q: 3 clusters Score -902098.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -902199.812500 Penalty: 2640.160156
	Iteration 16Q: 3 clusters Score -902199.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -902266.875000 Penalty: 2640.160156
	Iteration 17Q: 3 clusters Score -902266.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -902321.500000 Penalty: 2640.160156
	Iteration 18Q: 3 clusters Score -902321.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -902364.187500 Penalty: 2640.160156
	Iteration 19Q: 3 clusters Score -902364.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -902399.562500 Penalty: 2640.160156
	Iteration 20F: 3 clusters Score -902399.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -902428.375000 Penalty: 2640.160156
	Iteration 21Q: 3 clusters Score -902428.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -902469.062500 Penalty: 2640.160156
	Iteration 22Q: 3 clusters Score -902469.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -902493.375000 Penalty: 2640.160156
	Iteration 23Q: 3 clusters Score -902493.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -902514.312500 Penalty: 2640.160156
	Iteration 24Q: 3 clusters Score -902514.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -902527.812500 Penalty: 2640.160156
	Iteration 25Q: 3 clusters Score -902527.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -902533.562500 Penalty: 2640.160156
	Iteration 26Q: 3 clusters Score -902533.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -902540.625000 Penalty: 2640.160156
	Iteration 27Q: 3 clusters Score -902540.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -902544.437500 Penalty: 2640.160156
	Iteration 28Q: 3 clusters Score -902544.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -902548.750000 Penalty: 2640.160156
	Iteration 29Q: 3 clusters Score -902548.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -902551.000000 Penalty: 2640.160156
	Iteration 30Q: 3 clusters Score -902551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -902553.875000 Penalty: 2640.160156
	Iteration 31Q: 3 clusters Score -902553.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -902557.312500 Penalty: 2640.160156
	Iteration 32Q: 3 clusters Score -902557.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -902559.125000 Penalty: 2640.160156
	Iteration 33Q: 3 clusters Score -902559.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -902567.250000 Penalty: 2640.160156
	Iteration 34Q: 3 clusters Score -902567.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -902568.437500 Penalty: 2640.160156
	Iteration 35Q: 3 clusters Score -902568.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -902571.562500 Penalty: 2640.160156
	Iteration 36Q: 3 clusters Score -902571.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -902574.250000 Penalty: 2640.160156
	Iteration 37Q: 3 clusters Score -902574.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -902576.562500 Penalty: 2640.160156
	Iteration 38Q: 3 clusters Score -902576.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -902576.875000 Penalty: 2640.160156
	Iteration 39Q: 3 clusters Score -902576.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -902578.000000 Penalty: 2640.160156
	Iteration 40F: 3 clusters Score -902578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -902578.312500 Penalty: 2640.160156
	Iteration 41Q: 3 clusters Score -902578.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -902580.312500 Penalty: 2640.160156
	Iteration 42Q: 3 clusters Score -902580.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -902580.312500 Penalty: 2640.160156
	Iteration 43F: 3 clusters Score -902580.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Entering Unmasked Estep 
Score: -303831.843750 Penalty: 1180.548950
	Iteration 0F: 2 clusters Score -303831.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -301563.687500 Penalty: 2361.097900
	Iteration 0F: 3 clusters Score -301563.7 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -302243.781250 Penalty: 2361.097900
	Iteration 1F: 3 clusters Score -302243.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -302408.968750 Penalty: 2361.097900
	Iteration 2F: 3 clusters Score -302409 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -302515.375000 Penalty: 2361.097900
	Iteration 3Q: 3 clusters Score -302515.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -302601.250000 Penalty: 2361.097900
	Iteration 4Q: 3 clusters Score -302601.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -302661.625000 Penalty: 2361.097900
	Iteration 5Q: 3 clusters Score -302661.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -302724.406250 Penalty: 2361.097900
	Iteration 6Q: 3 clusters Score -302724.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -302783.750000 Penalty: 2361.097900
	Iteration 7Q: 3 clusters Score -302783.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -302822.437500 Penalty: 2361.097900
	Iteration 8Q: 3 clusters Score -302822.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -302858.093750 Penalty: 2361.097900
	Iteration 9Q: 3 clusters Score -302858.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -302884.750000 Penalty: 2361.097900
	Iteration 10Q: 3 clusters Score -302884.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -302910.468750 Penalty: 2361.097900
	Iteration 11Q: 3 clusters Score -302910.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -302931.656250 Penalty: 2361.097900
	Iteration 12Q: 3 clusters Score -302931.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -302949.812500 Penalty: 2361.097900
	Iteration 13Q: 3 clusters Score -302949.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -302966.781250 Penalty: 2361.097900
	Iteration 14Q: 3 clusters Score -302966.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -302982.406250 Penalty: 2361.097900
	Iteration 15Q: 3 clusters Score -302982.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -302999.812500 Penalty: 2361.097900
	Iteration 16Q: 3 clusters Score -302999.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -303014.937500 Penalty: 2361.097900
	Iteration 17Q: 3 clusters Score -303014.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -303037.968750 Penalty: 2361.097900
	Iteration 18Q: 3 clusters Score -303038 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -303053.062500 Penalty: 2361.097900
	Iteration 19Q: 3 clusters Score -303053.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -303062.781250 Penalty: 2361.097900
	Iteration 20F: 3 clusters Score -303062.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -303071.718750 Penalty: 2361.097900
	Iteration 21Q: 3 clusters Score -303071.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -303082.656250 Penalty: 2361.097900
	Iteration 22Q: 3 clusters Score -303082.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -303091.781250 Penalty: 2361.097900
	Iteration 23Q: 3 clusters Score -303091.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -303102.437500 Penalty: 2361.097900
	Iteration 24Q: 3 clusters Score -303102.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -303114.531250 Penalty: 2361.097900
	Iteration 25Q: 3 clusters Score -303114.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -303129.281250 Penalty: 2361.097900
	Iteration 26Q: 3 clusters Score -303129.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -303136.593750 Penalty: 2361.097900
	Iteration 27Q: 3 clusters Score -303136.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -303141.375000 Penalty: 2361.097900
	Iteration 28Q: 3 clusters Score -303141.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -303143.843750 Penalty: 2361.097900
	Iteration 29Q: 3 clusters Score -303143.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -303145.437500 Penalty: 2361.097900
	Iteration 30Q: 3 clusters Score -303145.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -303147.156250 Penalty: 2361.097900
	Iteration 31Q: 3 clusters Score -303147.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -303149.625000 Penalty: 2361.097900
	Iteration 32Q: 3 clusters Score -303149.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -303152.718750 Penalty: 2361.097900
	Iteration 33Q: 3 clusters Score -303152.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -303155.031250 Penalty: 2361.097900
	Iteration 34Q: 3 clusters Score -303155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -303157.406250 Penalty: 2361.097900
	Iteration 35Q: 3 clusters Score -303157.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -303158.937500 Penalty: 2361.097900
	Iteration 36Q: 3 clusters Score -303158.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -303160.375000 Penalty: 2361.097900
	Iteration 37Q: 3 clusters Score -303160.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -303161.906250 Penalty: 2361.097900
	Iteration 38Q: 3 clusters Score -303161.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -303163.187500 Penalty: 2361.097900
	Iteration 39Q: 3 clusters Score -303163.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -303164.468750 Penalty: 2361.097900
	Iteration 40F: 3 clusters Score -303164.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (56615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56615 members 
Entering Unmasked Estep 
Score: -7369016.000000 Penalty: 1628.471558
	Iteration 0F: 2 clusters Score -7369016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28299 members 
Mstep: Class 2 contains 28316 members 
Entering Unmasked Estep 
Score: -7333417.500000 Penalty: 3256.943115
	Iteration 0F: 3 clusters Score -7333418 nChanged 26189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28158 members 
Mstep: Class 2 contains 28457 members 
Entering Unmasked Estep 
Score: -7348166.500000 Penalty: 3256.943115
	Iteration 1F: 3 clusters Score -7348166 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28030 members 
Mstep: Class 2 contains 28585 members 
Entering Unmasked Estep 
Score: -7348855.000000 Penalty: 3256.943115
	Iteration 2Q: 3 clusters Score -7348855 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27838 members 
Mstep: Class 2 contains 28777 members 
Entering Unmasked Estep 
Score: -7349559.000000 Penalty: 3256.943115
	Iteration 3Q: 3 clusters Score -7349559 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27535 members 
Mstep: Class 2 contains 29080 members 
Entering Unmasked Estep 
Score: -7350229.000000 Penalty: 3256.943115
	Iteration 4Q: 3 clusters Score -7350229 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27059 members 
Mstep: Class 2 contains 29556 members 
Entering Unmasked Estep 
Score: -7351011.500000 Penalty: 3256.943115
	Iteration 5Q: 3 clusters Score -7351012 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 30260 members 
Entering Unmasked Estep 
Score: -7351904.000000 Penalty: 3256.943115
	Iteration 6Q: 3 clusters Score -7351904 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25425 members 
Mstep: Class 2 contains 31190 members 
Entering Unmasked Estep 
Score: -7352967.000000 Penalty: 3256.943115
	Iteration 7Q: 3 clusters Score -7352967 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24326 members 
Mstep: Class 2 contains 32289 members 
Entering Unmasked Estep 
Score: -7354206.500000 Penalty: 3256.943115
	Iteration 8Q: 3 clusters Score -7354206 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 33642 members 
Entering Unmasked Estep 
Score: -7355569.000000 Penalty: 3256.943115
	Iteration 9Q: 3 clusters Score -7355569 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21544 members 
Mstep: Class 2 contains 35071 members 
Entering Unmasked Estep 
Score: -7357195.000000 Penalty: 3256.943115
	Iteration 10Q: 3 clusters Score -7357195 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 36579 members 
Entering Unmasked Estep 
Score: -7359030.000000 Penalty: 3256.943115
	Iteration 11Q: 3 clusters Score -7359030 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 38027 members 
Entering Unmasked Estep 
Score: -7360729.000000 Penalty: 3256.943115
	Iteration 12Q: 3 clusters Score -7360729 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 39251 members 
Entering Unmasked Estep 
Score: -7361978.000000 Penalty: 3256.943115
	Iteration 13Q: 3 clusters Score -7361978 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 40363 members 
Entering Unmasked Estep 
Score: -7362663.000000 Penalty: 3256.943115
	Iteration 14Q: 3 clusters Score -7362663 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 41370 members 
Entering Unmasked Estep 
Score: -7363132.000000 Penalty: 3256.943115
	Iteration 15Q: 3 clusters Score -7363132 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 42334 members 
Entering Unmasked Estep 
Score: -7363488.500000 Penalty: 3256.943115
	Iteration 16Q: 3 clusters Score -7363488 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 43208 members 
Entering Unmasked Estep 
Score: -7363815.000000 Penalty: 3256.943115
	Iteration 17Q: 3 clusters Score -7363815 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 44007 members 
Entering Unmasked Estep 
Score: -7364037.000000 Penalty: 3256.943115
	Iteration 18Q: 3 clusters Score -7364037 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 44790 members 
Entering Unmasked Estep 
Score: -7364284.500000 Penalty: 3256.943115
	Iteration 19Q: 3 clusters Score -7364284 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 45578 members 
Entering Unmasked Estep 
Score: -7364499.500000 Penalty: 3256.943115
	Iteration 20F: 3 clusters Score -7364500 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 46344 members 
Entering Unmasked Estep 
Score: -7364752.000000 Penalty: 3256.943115
	Iteration 21Q: 3 clusters Score -7364752 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 47086 members 
Entering Unmasked Estep 
Score: -7365029.500000 Penalty: 3256.943115
	Iteration 22Q: 3 clusters Score -7365030 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 47793 members 
Entering Unmasked Estep 
Score: -7365261.500000 Penalty: 3256.943115
	Iteration 23Q: 3 clusters Score -7365262 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 48472 members 
Entering Unmasked Estep 
Score: -7365522.500000 Penalty: 3256.943115
	Iteration 24Q: 3 clusters Score -7365522 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 49134 members 
Entering Unmasked Estep 
Score: -7365711.000000 Penalty: 3256.943115
	Iteration 25Q: 3 clusters Score -7365711 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 49715 members 
Entering Unmasked Estep 
Score: -7365935.000000 Penalty: 3256.943115
	Iteration 26Q: 3 clusters Score -7365935 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 50247 members 
Entering Unmasked Estep 
Score: -7366137.000000 Penalty: 3256.943115
	Iteration 27Q: 3 clusters Score -7366137 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 50699 members 
Entering Unmasked Estep 
Score: -7366330.500000 Penalty: 3256.943115
	Iteration 28Q: 3 clusters Score -7366330 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 51122 members 
Entering Unmasked Estep 
Score: -7366485.000000 Penalty: 3256.943115
	Iteration 29Q: 3 clusters Score -7366485 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 51512 members 
Entering Unmasked Estep 
Score: -7366652.000000 Penalty: 3256.943115
	Iteration 30Q: 3 clusters Score -7366652 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 51883 members 
Entering Unmasked Estep 
Score: -7366816.500000 Penalty: 3256.943115
	Iteration 31Q: 3 clusters Score -7366816 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 52198 members 
Entering Unmasked Estep 
Score: -7366942.000000 Penalty: 3256.943115
	Iteration 32Q: 3 clusters Score -7366942 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 52478 members 
Entering Unmasked Estep 
Score: -7367031.500000 Penalty: 3256.943115
	Iteration 33Q: 3 clusters Score -7367032 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 52709 members 
Entering Unmasked Estep 
Score: -7367098.000000 Penalty: 3256.943115
	Iteration 34Q: 3 clusters Score -7367098 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 52909 members 
Entering Unmasked Estep 
Score: -7367139.000000 Penalty: 3256.943115
	Iteration 35Q: 3 clusters Score -7367139 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 53081 members 
Entering Unmasked Estep 
Score: -7367186.000000 Penalty: 3256.943115
	Iteration 36Q: 3 clusters Score -7367186 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 53260 members 
Entering Unmasked Estep 
Score: -7367271.000000 Penalty: 3256.943115
	Iteration 37Q: 3 clusters Score -7367271 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 53413 members 
Entering Unmasked Estep 
Score: -7367310.000000 Penalty: 3256.943115
	Iteration 38Q: 3 clusters Score -7367310 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 53551 members 
Entering Unmasked Estep 
Score: -7367323.000000 Penalty: 3256.943115
	Iteration 39Q: 3 clusters Score -7367323 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 53657 members 
Entering Unmasked Estep 
Score: -7367337.000000 Penalty: 3256.943115
	Iteration 40F: 3 clusters Score -7367337 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 53773 members 
Entering Unmasked Estep 
Score: -7367375.000000 Penalty: 3256.943115
	Iteration 41Q: 3 clusters Score -7367375 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 53889 members 
Entering Unmasked Estep 
Score: -7367411.000000 Penalty: 3256.943115
	Iteration 42Q: 3 clusters Score -7367411 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 54016 members 
Entering Unmasked Estep 
Score: -7367449.500000 Penalty: 3256.943115
	Iteration 43Q: 3 clusters Score -7367450 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 54140 members 
Entering Unmasked Estep 
Score: -7367506.000000 Penalty: 3256.943115
	Iteration 44Q: 3 clusters Score -7367506 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 54263 members 
Entering Unmasked Estep 
Score: -7367544.000000 Penalty: 3256.943115
	Iteration 45Q: 3 clusters Score -7367544 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 54375 members 
Entering Unmasked Estep 
Score: -7367577.500000 Penalty: 3256.943115
	Iteration 46Q: 3 clusters Score -7367578 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 54467 members 
Entering Unmasked Estep 
Score: -7367607.500000 Penalty: 3256.943115
	Iteration 47Q: 3 clusters Score -7367608 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 54547 members 
Entering Unmasked Estep 
Score: -7367629.000000 Penalty: 3256.943115
	Iteration 48Q: 3 clusters Score -7367629 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 54603 members 
Entering Unmasked Estep 
Score: -7367640.000000 Penalty: 3256.943115
	Iteration 49Q: 3 clusters Score -7367640 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 54664 members 
Entering Unmasked Estep 
Score: -7367651.000000 Penalty: 3256.943115
	Iteration 50Q: 3 clusters Score -7367651 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 54726 members 
Entering Unmasked Estep 
Score: -7367657.500000 Penalty: 3256.943115
	Iteration 51Q: 3 clusters Score -7367658 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 54769 members 
Entering Unmasked Estep 
Score: -7367680.000000 Penalty: 3256.943115
	Iteration 52Q: 3 clusters Score -7367680 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 54797 members 
Entering Unmasked Estep 
Score: -7367694.500000 Penalty: 3256.943115
	Iteration 53Q: 3 clusters Score -7367694 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 54832 members 
Entering Unmasked Estep 
Score: -7367699.500000 Penalty: 3256.943115
	Iteration 54Q: 3 clusters Score -7367700 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 54857 members 
Entering Unmasked Estep 
Score: -7367712.500000 Penalty: 3256.943115
	Iteration 55Q: 3 clusters Score -7367712 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 54872 members 
Entering Unmasked Estep 
Score: -7367710.000000 Penalty: 3256.943115
	Iteration 56Q: 3 clusters Score -7367710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 54876 members 
Entering Unmasked Estep 
Score: -7367715.000000 Penalty: 3256.943115
	Iteration 57Q: 3 clusters Score -7367715 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 54884 members 
Entering Unmasked Estep 
Score: -7367712.500000 Penalty: 3256.943115
	Iteration 58Q: 3 clusters Score -7367712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 54893 members 
Entering Unmasked Estep 
Score: -7367722.000000 Penalty: 3256.943115
	Iteration 59Q: 3 clusters Score -7367722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 54901 members 
Entering Unmasked Estep 
Score: -7367714.000000 Penalty: 3256.943115
	Iteration 60F: 3 clusters Score -7367714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 54908 members 
Entering Unmasked Estep 
Score: -7367703.000000 Penalty: 3256.943115
	Iteration 61Q: 3 clusters Score -7367703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 54916 members 
Entering Unmasked Estep 
Score: -7367716.000000 Penalty: 3256.943115
	Iteration 62Q: 3 clusters Score -7367716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 54921 members 
Entering Unmasked Estep 
Score: -7367718.000000 Penalty: 3256.943115
	Iteration 63Q: 3 clusters Score -7367718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 54926 members 
Entering Unmasked Estep 
Score: -7367720.500000 Penalty: 3256.943115
	Iteration 64Q: 3 clusters Score -7367720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 54934 members 
Entering Unmasked Estep 
Score: -7367725.500000 Penalty: 3256.943115
	Iteration 65Q: 3 clusters Score -7367726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 54941 members 
Entering Unmasked Estep 
Score: -7367733.500000 Penalty: 3256.943115
	Iteration 66Q: 3 clusters Score -7367734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 54947 members 
Entering Unmasked Estep 
Score: -7367742.000000 Penalty: 3256.943115
	Iteration 67Q: 3 clusters Score -7367742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 54956 members 
Entering Unmasked Estep 
Score: -7367740.000000 Penalty: 3256.943115
	Iteration 68Q: 3 clusters Score -7367740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 54967 members 
Entering Unmasked Estep 
Score: -7367748.500000 Penalty: 3256.943115
	Iteration 69Q: 3 clusters Score -7367748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 54974 members 
Entering Unmasked Estep 
Score: -7367752.000000 Penalty: 3256.943115
	Iteration 70Q: 3 clusters Score -7367752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 54977 members 
Entering Unmasked Estep 
Score: -7367751.500000 Penalty: 3256.943115
	Iteration 71Q: 3 clusters Score -7367752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 54978 members 
Entering Unmasked Estep 
Score: -7367749.500000 Penalty: 3256.943115
	Iteration 72Q: 3 clusters Score -7367750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 54979 members 
Entering Unmasked Estep 
Score: -7367747.500000 Penalty: 3256.943115
	Iteration 73Q: 3 clusters Score -7367748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 54979 members 
Entering Unmasked Estep 
Score: -7367748.000000 Penalty: 3256.943115
	Iteration 74Q: 3 clusters Score -7367748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 54979 members 
Entering Unmasked Estep 
Score: -7367748.000000 Penalty: 3256.943115
	Iteration 75F: 3 clusters Score -7367748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (64474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64474 members 
Entering Unmasked Estep 
Score: -8042133.000000 Penalty: 1647.813843
	Iteration 0F: 2 clusters Score -8042133 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32254 members 
Mstep: Class 2 contains 32220 members 
Entering Unmasked Estep 
Score: -8002289.000000 Penalty: 3295.627686
	Iteration 0F: 3 clusters Score -8002289 nChanged 29781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32043 members 
Mstep: Class 2 contains 32431 members 
Entering Unmasked Estep 
Score: -8018900.000000 Penalty: 3295.627686
	Iteration 1F: 3 clusters Score -8018900 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31701 members 
Mstep: Class 2 contains 32773 members 
Entering Unmasked Estep 
Score: -8019398.500000 Penalty: 3295.627686
	Iteration 2Q: 3 clusters Score -8019398 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31241 members 
Mstep: Class 2 contains 33233 members 
Entering Unmasked Estep 
Score: -8019875.000000 Penalty: 3295.627686
	Iteration 3Q: 3 clusters Score -8019875 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30645 members 
Mstep: Class 2 contains 33829 members 
Entering Unmasked Estep 
Score: -8020327.000000 Penalty: 3295.627686
	Iteration 4Q: 3 clusters Score -8020327 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29825 members 
Mstep: Class 2 contains 34649 members 
Entering Unmasked Estep 
Score: -8020806.000000 Penalty: 3295.627686
	Iteration 5Q: 3 clusters Score -8020806 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28620 members 
Mstep: Class 2 contains 35854 members 
Entering Unmasked Estep 
Score: -8021342.000000 Penalty: 3295.627686
	Iteration 6Q: 3 clusters Score -8021342 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26966 members 
Mstep: Class 2 contains 37508 members 
Entering Unmasked Estep 
Score: -8022056.500000 Penalty: 3295.627686
	Iteration 7Q: 3 clusters Score -8022056 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24660 members 
Mstep: Class 2 contains 39814 members 
Entering Unmasked Estep 
Score: -8023112.500000 Penalty: 3295.627686
	Iteration 8Q: 3 clusters Score -8023112 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 42921 members 
Entering Unmasked Estep 
Score: -8024581.500000 Penalty: 3295.627686
	Iteration 9F: 3 clusters Score -8024582 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 46822 members 
Entering Unmasked Estep 
Score: -8026789.500000 Penalty: 3295.627686
	Iteration 10F: 3 clusters Score -8026790 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 51292 members 
Entering Unmasked Estep 
Score: -8029864.500000 Penalty: 3295.627686
	Iteration 11F: 3 clusters Score -8029864 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 55701 members 
Entering Unmasked Estep 
Score: -8033276.500000 Penalty: 3295.627686
	Iteration 12F: 3 clusters Score -8033276 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 59296 members 
Entering Unmasked Estep 
Score: -8036345.500000 Penalty: 3295.627686
	Iteration 13F: 3 clusters Score -8036346 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 61572 members 
Entering Unmasked Estep 
Score: -8038414.000000 Penalty: 3295.627686
	Iteration 14Q: 3 clusters Score -8038414 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 62817 members 
Entering Unmasked Estep 
Score: -8039636.500000 Penalty: 3295.627686
	Iteration 15Q: 3 clusters Score -8039636 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 63357 members 
Entering Unmasked Estep 
Score: -8040242.500000 Penalty: 3295.627686
	Iteration 16Q: 3 clusters Score -8040242 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 63557 members 
Entering Unmasked Estep 
Score: -8040513.000000 Penalty: 3295.627686
	Iteration 17Q: 3 clusters Score -8040513 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 63649 members 
Entering Unmasked Estep 
Score: -8040694.000000 Penalty: 3295.627686
	Iteration 18Q: 3 clusters Score -8040694 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 63695 members 
Entering Unmasked Estep 
Score: -8040762.500000 Penalty: 3295.627686
	Iteration 19Q: 3 clusters Score -8040762 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 63717 members 
Entering Unmasked Estep 
Score: -8040803.500000 Penalty: 3295.627686
	Iteration 20F: 3 clusters Score -8040804 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 63727 members 
Entering Unmasked Estep 
Score: -8040850.500000 Penalty: 3295.627686
	Iteration 21Q: 3 clusters Score -8040850 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 63745 members 
Entering Unmasked Estep 
Score: -8040881.000000 Penalty: 3295.627686
	Iteration 22Q: 3 clusters Score -8040881 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 63744 members 
Entering Unmasked Estep 
Score: -8040894.500000 Penalty: 3295.627686
	Iteration 23Q: 3 clusters Score -8040894 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 63758 members 
Entering Unmasked Estep 
Score: -8040912.500000 Penalty: 3295.627686
	Iteration 24Q: 3 clusters Score -8040912 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 63768 members 
Entering Unmasked Estep 
Score: -8040936.500000 Penalty: 3295.627686
	Iteration 25Q: 3 clusters Score -8040936 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 63776 members 
Entering Unmasked Estep 
Score: -8040950.500000 Penalty: 3295.627686
	Iteration 26Q: 3 clusters Score -8040950 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 63786 members 
Entering Unmasked Estep 
Score: -8040961.500000 Penalty: 3295.627686
	Iteration 27Q: 3 clusters Score -8040962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 63790 members 
Entering Unmasked Estep 
Score: -8040969.500000 Penalty: 3295.627686
	Iteration 28Q: 3 clusters Score -8040970 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 63795 members 
Entering Unmasked Estep 
Score: -8040979.000000 Penalty: 3295.627686
	Iteration 29Q: 3 clusters Score -8040979 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 63800 members 
Entering Unmasked Estep 
Score: -8040995.500000 Penalty: 3295.627686
	Iteration 30Q: 3 clusters Score -8040996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 63802 members 
Entering Unmasked Estep 
Score: -8041006.500000 Penalty: 3295.627686
	Iteration 31Q: 3 clusters Score -8041006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 63806 members 
Entering Unmasked Estep 
Score: -8041008.000000 Penalty: 3295.627686
	Iteration 32Q: 3 clusters Score -8041008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 63808 members 
Entering Unmasked Estep 
Score: -8041006.500000 Penalty: 3295.627686
	Iteration 33Q: 3 clusters Score -8041006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 63809 members 
Entering Unmasked Estep 
Score: -8041003.000000 Penalty: 3295.627686
	Iteration 34Q: 3 clusters Score -8041003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 63811 members 
Entering Unmasked Estep 
Score: -8041008.000000 Penalty: 3295.627686
	Iteration 35Q: 3 clusters Score -8041008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 63815 members 
Entering Unmasked Estep 
Score: -8041013.500000 Penalty: 3295.627686
	Iteration 36Q: 3 clusters Score -8041014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 63815 members 
Entering Unmasked Estep 
Score: -8041013.000000 Penalty: 3295.627686
	Iteration 37Q: 3 clusters Score -8041013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 63814 members 
Entering Unmasked Estep 
Score: -8041017.000000 Penalty: 3295.627686
	Iteration 38Q: 3 clusters Score -8041017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 63813 members 
Entering Unmasked Estep 
Score: -8041024.500000 Penalty: 3295.627686
	Iteration 39Q: 3 clusters Score -8041024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 63811 members 
Entering Unmasked Estep 
Score: -8041023.500000 Penalty: 3295.627686
	Iteration 40F: 3 clusters Score -8041024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 63811 members 
Entering Unmasked Estep 
Score: -8041032.000000 Penalty: 3295.627686
	Iteration 41Q: 3 clusters Score -8041032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 63812 members 
Entering Unmasked Estep 
Score: -8041033.500000 Penalty: 3295.627686
	Iteration 42Q: 3 clusters Score -8041034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 63814 members 
Entering Unmasked Estep 
Score: -8041035.500000 Penalty: 3295.627686
	Iteration 43Q: 3 clusters Score -8041036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 63814 members 
Entering Unmasked Estep 
Score: -8041033.500000 Penalty: 3295.627686
	Iteration 44Q: 3 clusters Score -8041034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 63815 members 
Entering Unmasked Estep 
Score: -8041040.000000 Penalty: 3295.627686
	Iteration 45Q: 3 clusters Score -8041040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 63815 members 
Entering Unmasked Estep 
Score: -8041040.500000 Penalty: 3295.627686
	Iteration 46Q: 3 clusters Score -8041040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 63817 members 
Entering Unmasked Estep 
Score: -8041038.500000 Penalty: 3295.627686
	Iteration 47Q: 3 clusters Score -8041038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 63815 members 
Entering Unmasked Estep 
Score: -8041044.000000 Penalty: 3295.627686
	Iteration 48Q: 3 clusters Score -8041044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 63814 members 
Entering Unmasked Estep 
Score: -8041042.000000 Penalty: 3295.627686
	Iteration 49Q: 3 clusters Score -8041042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 63814 members 
Entering Unmasked Estep 
Score: -8041042.000000 Penalty: 3295.627686
	Iteration 50F: 3 clusters Score -8041042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (28256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28256 members 
Entering Unmasked Estep 
Score: -3303836.000000 Penalty: 1525.060425
	Iteration 0F: 2 clusters Score -3303836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -3285416.500000 Penalty: 3050.120850
	Iteration 0F: 3 clusters Score -3285416 nChanged 12645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -3292086.750000 Penalty: 3050.120850
	Iteration 1F: 3 clusters Score -3292087 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -3292463.000000 Penalty: 3050.120850
	Iteration 2Q: 3 clusters Score -3292463 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -3292791.500000 Penalty: 3050.120850
	Iteration 3Q: 3 clusters Score -3292792 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -3293083.250000 Penalty: 3050.120850
	Iteration 4Q: 3 clusters Score -3293083 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -3293374.000000 Penalty: 3050.120850
	Iteration 5Q: 3 clusters Score -3293374 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -3293618.750000 Penalty: 3050.120850
	Iteration 6Q: 3 clusters Score -3293619 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -3293900.250000 Penalty: 3050.120850
	Iteration 7Q: 3 clusters Score -3293900 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -3294164.250000 Penalty: 3050.120850
	Iteration 8Q: 3 clusters Score -3294164 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -3294462.000000 Penalty: 3050.120850
	Iteration 9Q: 3 clusters Score -3294462 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -3294837.000000 Penalty: 3050.120850
	Iteration 10Q: 3 clusters Score -3294837 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -3295319.750000 Penalty: 3050.120850
	Iteration 11Q: 3 clusters Score -3295320 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
Score: -3295981.750000 Penalty: 3050.120850
	Iteration 12Q: 3 clusters Score -3295982 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -3296911.750000 Penalty: 3050.120850
	Iteration 13Q: 3 clusters Score -3296912 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -3298225.250000 Penalty: 3050.120850
	Iteration 14F: 3 clusters Score -3298225 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -3299651.250000 Penalty: 3050.120850
	Iteration 15F: 3 clusters Score -3299651 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 24331 members 
Entering Unmasked Estep 
Score: -3301049.750000 Penalty: 3050.120850
	Iteration 16Q: 3 clusters Score -3301050 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 25304 members 
Entering Unmasked Estep 
Score: -3302074.750000 Penalty: 3050.120850
	Iteration 17Q: 3 clusters Score -3302075 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 25905 members 
Entering Unmasked Estep 
Score: -3302732.000000 Penalty: 3050.120850
	Iteration 18Q: 3 clusters Score -3302732 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 26261 members 
Entering Unmasked Estep 
Score: -3303069.250000 Penalty: 3050.120850
	Iteration 19Q: 3 clusters Score -3303069 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 26470 members 
Entering Unmasked Estep 
Score: -3303237.500000 Penalty: 3050.120850
	Iteration 20F: 3 clusters Score -3303238 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 26607 members 
Entering Unmasked Estep 
Score: -3303348.750000 Penalty: 3050.120850
	Iteration 21Q: 3 clusters Score -3303349 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 26689 members 
Entering Unmasked Estep 
Score: -3303413.250000 Penalty: 3050.120850
	Iteration 22Q: 3 clusters Score -3303413 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 26755 members 
Entering Unmasked Estep 
Score: -3303452.500000 Penalty: 3050.120850
	Iteration 23Q: 3 clusters Score -3303452 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 26805 members 
Entering Unmasked Estep 
Score: -3303480.250000 Penalty: 3050.120850
	Iteration 24Q: 3 clusters Score -3303480 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 26838 members 
Entering Unmasked Estep 
Score: -3303490.500000 Penalty: 3050.120850
	Iteration 25Q: 3 clusters Score -3303490 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 26864 members 
Entering Unmasked Estep 
Score: -3303499.000000 Penalty: 3050.120850
	Iteration 26Q: 3 clusters Score -3303499 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 26882 members 
Entering Unmasked Estep 
Score: -3303512.750000 Penalty: 3050.120850
	Iteration 27Q: 3 clusters Score -3303513 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 26898 members 
Entering Unmasked Estep 
Score: -3303519.500000 Penalty: 3050.120850
	Iteration 28Q: 3 clusters Score -3303520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 26905 members 
Entering Unmasked Estep 
Score: -3303519.750000 Penalty: 3050.120850
	Iteration 29Q: 3 clusters Score -3303520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 26910 members 
Entering Unmasked Estep 
Score: -3303528.500000 Penalty: 3050.120850
	Iteration 30Q: 3 clusters Score -3303528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 26913 members 
Entering Unmasked Estep 
Score: -3303523.750000 Penalty: 3050.120850
	Iteration 31Q: 3 clusters Score -3303524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 26914 members 
Entering Unmasked Estep 
Score: -3303522.750000 Penalty: 3050.120850
	Iteration 32Q: 3 clusters Score -3303523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 26914 members 
Entering Unmasked Estep 
Score: -3303527.500000 Penalty: 3050.120850
	Iteration 33Q: 3 clusters Score -3303528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 26915 members 
Entering Unmasked Estep 
Score: -3303528.000000 Penalty: 3050.120850
	Iteration 34Q: 3 clusters Score -3303528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 26915 members 
Entering Unmasked Estep 
Score: -3303530.250000 Penalty: 3050.120850
	Iteration 35Q: 3 clusters Score -3303530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 26916 members 
Entering Unmasked Estep 
Score: -3303527.500000 Penalty: 3050.120850
	Iteration 36Q: 3 clusters Score -3303528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 26916 members 
Entering Unmasked Estep 
Score: -3303527.500000 Penalty: 3050.120850
	Iteration 37F: 3 clusters Score -3303528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Entering Unmasked Estep 
Score: -1440446.625000 Penalty: 1397.727295
	Iteration 0F: 2 clusters Score -1440447 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1432456.500000 Penalty: 2795.454590
	Iteration 0F: 3 clusters Score -1432456 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1435172.000000 Penalty: 2795.454590
	Iteration 1F: 3 clusters Score -1435172 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1435537.375000 Penalty: 2795.454590
	Iteration 2F: 3 clusters Score -1435537 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1435844.250000 Penalty: 2795.454590
	Iteration 3F: 3 clusters Score -1435844 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1436151.125000 Penalty: 2795.454590
	Iteration 4Q: 3 clusters Score -1436151 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1436485.125000 Penalty: 2795.454590
	Iteration 5Q: 3 clusters Score -1436485 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1436868.375000 Penalty: 2795.454590
	Iteration 6F: 3 clusters Score -1436868 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1437300.250000 Penalty: 2795.454590
	Iteration 7F: 3 clusters Score -1437300 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1437728.125000 Penalty: 2795.454590
	Iteration 8Q: 3 clusters Score -1437728 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1438100.750000 Penalty: 2795.454590
	Iteration 9Q: 3 clusters Score -1438101 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1438412.000000 Penalty: 2795.454590
	Iteration 10Q: 3 clusters Score -1438412 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -1438639.625000 Penalty: 2795.454590
	Iteration 11Q: 3 clusters Score -1438640 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -1438810.000000 Penalty: 2795.454590
	Iteration 12Q: 3 clusters Score -1438810 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -1438949.000000 Penalty: 2795.454590
	Iteration 13Q: 3 clusters Score -1438949 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -1439049.125000 Penalty: 2795.454590
	Iteration 14Q: 3 clusters Score -1439049 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -1439130.875000 Penalty: 2795.454590
	Iteration 15Q: 3 clusters Score -1439131 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -1439176.250000 Penalty: 2795.454590
	Iteration 16Q: 3 clusters Score -1439176 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -1439213.500000 Penalty: 2795.454590
	Iteration 17Q: 3 clusters Score -1439214 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -1439246.875000 Penalty: 2795.454590
	Iteration 18Q: 3 clusters Score -1439247 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -1439265.375000 Penalty: 2795.454590
	Iteration 19Q: 3 clusters Score -1439265 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -1439279.625000 Penalty: 2795.454590
	Iteration 20F: 3 clusters Score -1439280 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -1439290.375000 Penalty: 2795.454590
	Iteration 21Q: 3 clusters Score -1439290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -1439297.625000 Penalty: 2795.454590
	Iteration 22Q: 3 clusters Score -1439298 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -1439307.125000 Penalty: 2795.454590
	Iteration 23Q: 3 clusters Score -1439307 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1439317.500000 Penalty: 2795.454590
	Iteration 24Q: 3 clusters Score -1439318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -1439323.875000 Penalty: 2795.454590
	Iteration 25Q: 3 clusters Score -1439324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -1439326.000000 Penalty: 2795.454590
	Iteration 26Q: 3 clusters Score -1439326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -1439328.500000 Penalty: 2795.454590
	Iteration 27Q: 3 clusters Score -1439328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -1439329.875000 Penalty: 2795.454590
	Iteration 28Q: 3 clusters Score -1439330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -1439332.125000 Penalty: 2795.454590
	Iteration 29Q: 3 clusters Score -1439332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -1439335.000000 Penalty: 2795.454590
	Iteration 30Q: 3 clusters Score -1439335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -1439336.375000 Penalty: 2795.454590
	Iteration 31Q: 3 clusters Score -1439336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -1439336.375000 Penalty: 2795.454590
	Iteration 32F: 3 clusters Score -1439336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (87557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87557 members 
Entering Unmasked Estep 
Score: -10974020.000000 Penalty: 1693.350708
	Iteration 0F: 2 clusters Score -1.097402e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43864 members 
Mstep: Class 2 contains 43693 members 
Entering Unmasked Estep 
Score: -10928416.000000 Penalty: 3386.701416
	Iteration 0F: 3 clusters Score -1.092842e+07 nChanged 41217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44129 members 
Mstep: Class 2 contains 43428 members 
Entering Unmasked Estep 
Score: -10951359.000000 Penalty: 3386.701416
	Iteration 1F: 3 clusters Score -1.095136e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44040 members 
Mstep: Class 2 contains 43517 members 
Entering Unmasked Estep 
Score: -10951944.000000 Penalty: 3386.701416
	Iteration 2Q: 3 clusters Score -1.095194e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43933 members 
Mstep: Class 2 contains 43624 members 
Entering Unmasked Estep 
Score: -10952519.000000 Penalty: 3386.701416
	Iteration 3Q: 3 clusters Score -1.095252e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43829 members 
Mstep: Class 2 contains 43728 members 
Entering Unmasked Estep 
Score: -10953181.000000 Penalty: 3386.701416
	Iteration 4Q: 3 clusters Score -1.095318e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43667 members 
Mstep: Class 2 contains 43890 members 
Entering Unmasked Estep 
Score: -10953833.000000 Penalty: 3386.701416
	Iteration 5Q: 3 clusters Score -1.095383e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43480 members 
Mstep: Class 2 contains 44077 members 
Entering Unmasked Estep 
Score: -10954450.000000 Penalty: 3386.701416
	Iteration 6Q: 3 clusters Score -1.095445e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43281 members 
Mstep: Class 2 contains 44276 members 
Entering Unmasked Estep 
Score: -10955185.000000 Penalty: 3386.701416
	Iteration 7Q: 3 clusters Score -1.095518e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42992 members 
Mstep: Class 2 contains 44565 members 
Entering Unmasked Estep 
Score: -10955931.000000 Penalty: 3386.701416
	Iteration 8Q: 3 clusters Score -1.095593e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42635 members 
Mstep: Class 2 contains 44922 members 
Entering Unmasked Estep 
Score: -10956568.000000 Penalty: 3386.701416
	Iteration 9Q: 3 clusters Score -1.095657e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42137 members 
Mstep: Class 2 contains 45420 members 
Entering Unmasked Estep 
Score: -10957278.000000 Penalty: 3386.701416
	Iteration 10Q: 3 clusters Score -1.095728e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41510 members 
Mstep: Class 2 contains 46047 members 
Entering Unmasked Estep 
Score: -10958126.000000 Penalty: 3386.701416
	Iteration 11Q: 3 clusters Score -1.095813e+07 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40727 members 
Mstep: Class 2 contains 46830 members 
Entering Unmasked Estep 
Score: -10959089.000000 Penalty: 3386.701416
	Iteration 12Q: 3 clusters Score -1.095909e+07 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39807 members 
Mstep: Class 2 contains 47750 members 
Entering Unmasked Estep 
Score: -10960176.000000 Penalty: 3386.701416
	Iteration 13Q: 3 clusters Score -1.096018e+07 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38819 members 
Mstep: Class 2 contains 48738 members 
Entering Unmasked Estep 
Score: -10961804.000000 Penalty: 3386.701416
	Iteration 14Q: 3 clusters Score -1.09618e+07 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37887 members 
Mstep: Class 2 contains 49670 members 
Entering Unmasked Estep 
Score: -10963995.000000 Penalty: 3386.701416
	Iteration 15Q: 3 clusters Score -1.0964e+07 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37291 members 
Mstep: Class 2 contains 50266 members 
Entering Unmasked Estep 
Score: -10966063.000000 Penalty: 3386.701416
	Iteration 16Q: 3 clusters Score -1.096606e+07 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37137 members 
Mstep: Class 2 contains 50420 members 
Entering Unmasked Estep 
Score: -10967506.000000 Penalty: 3386.701416
	Iteration 17Q: 3 clusters Score -1.096751e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37268 members 
Mstep: Class 2 contains 50289 members 
Entering Unmasked Estep 
Score: -10968330.000000 Penalty: 3386.701416
	Iteration 18Q: 3 clusters Score -1.096833e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37604 members 
Mstep: Class 2 contains 49953 members 
Entering Unmasked Estep 
Score: -10968621.000000 Penalty: 3386.701416
	Iteration 19Q: 3 clusters Score -1.096862e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38035 members 
Mstep: Class 2 contains 49522 members 
Entering Unmasked Estep 
Score: -10968639.000000 Penalty: 3386.701416
	Iteration 20F: 3 clusters Score -1.096864e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38588 members 
Mstep: Class 2 contains 48969 members 
Entering Unmasked Estep 
Score: -10968678.000000 Penalty: 3386.701416
	Iteration 21Q: 3 clusters Score -1.096868e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39257 members 
Mstep: Class 2 contains 48300 members 
Entering Unmasked Estep 
Score: -10968670.000000 Penalty: 3386.701416
	Iteration 22Q: 3 clusters Score -1.096867e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40071 members 
Mstep: Class 2 contains 47486 members 
Entering Unmasked Estep 
Score: -10968750.000000 Penalty: 3386.701416
	Iteration 23Q: 3 clusters Score -1.096875e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41022 members 
Mstep: Class 2 contains 46535 members 
Entering Unmasked Estep 
Score: -10968761.000000 Penalty: 3386.701416
	Iteration 24Q: 3 clusters Score -1.096876e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42077 members 
Mstep: Class 2 contains 45480 members 
Entering Unmasked Estep 
Score: -10968851.000000 Penalty: 3386.701416
	Iteration 25Q: 3 clusters Score -1.096885e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43220 members 
Mstep: Class 2 contains 44337 members 
Entering Unmasked Estep 
Score: -10968914.000000 Penalty: 3386.701416
	Iteration 26Q: 3 clusters Score -1.096891e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44436 members 
Mstep: Class 2 contains 43121 members 
Entering Unmasked Estep 
Score: -10968930.000000 Penalty: 3386.701416
	Iteration 27Q: 3 clusters Score -1.096893e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45731 members 
Mstep: Class 2 contains 41826 members 
Entering Unmasked Estep 
Score: -10969020.000000 Penalty: 3386.701416
	Iteration 28Q: 3 clusters Score -1.096902e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47044 members 
Mstep: Class 2 contains 40513 members 
Entering Unmasked Estep 
Score: -10969015.000000 Penalty: 3386.701416
	Iteration 29Q: 3 clusters Score -1.096902e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48336 members 
Mstep: Class 2 contains 39221 members 
Entering Unmasked Estep 
Score: -10969070.000000 Penalty: 3386.701416
	Iteration 30Q: 3 clusters Score -1.096907e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49629 members 
Mstep: Class 2 contains 37928 members 
Entering Unmasked Estep 
Score: -10969115.000000 Penalty: 3386.701416
	Iteration 31Q: 3 clusters Score -1.096912e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50797 members 
Mstep: Class 2 contains 36760 members 
Entering Unmasked Estep 
Score: -10969190.000000 Penalty: 3386.701416
	Iteration 32Q: 3 clusters Score -1.096919e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51943 members 
Mstep: Class 2 contains 35614 members 
Entering Unmasked Estep 
Score: -10969254.000000 Penalty: 3386.701416
	Iteration 33Q: 3 clusters Score -1.096925e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53010 members 
Mstep: Class 2 contains 34547 members 
Entering Unmasked Estep 
Score: -10969271.000000 Penalty: 3386.701416
	Iteration 34Q: 3 clusters Score -1.096927e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53986 members 
Mstep: Class 2 contains 33571 members 
Entering Unmasked Estep 
Score: -10969304.000000 Penalty: 3386.701416
	Iteration 35Q: 3 clusters Score -1.09693e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54992 members 
Mstep: Class 2 contains 32565 members 
Entering Unmasked Estep 
Score: -10969384.000000 Penalty: 3386.701416
	Iteration 36Q: 3 clusters Score -1.096938e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55957 members 
Mstep: Class 2 contains 31600 members 
Entering Unmasked Estep 
Score: -10969443.000000 Penalty: 3386.701416
	Iteration 37Q: 3 clusters Score -1.096944e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56839 members 
Mstep: Class 2 contains 30718 members 
Entering Unmasked Estep 
Score: -10969437.000000 Penalty: 3386.701416
	Iteration 38Q: 3 clusters Score -1.096944e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57714 members 
Mstep: Class 2 contains 29843 members 
Entering Unmasked Estep 
Score: -10969570.000000 Penalty: 3386.701416
	Iteration 39Q: 3 clusters Score -1.096957e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58540 members 
Mstep: Class 2 contains 29017 members 
Entering Unmasked Estep 
Score: -10969582.000000 Penalty: 3386.701416
	Iteration 40F: 3 clusters Score -1.096958e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59417 members 
Mstep: Class 2 contains 28140 members 
Entering Unmasked Estep 
Score: -10969741.000000 Penalty: 3386.701416
	Iteration 41Q: 3 clusters Score -1.096974e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60207 members 
Mstep: Class 2 contains 27350 members 
Entering Unmasked Estep 
Score: -10969792.000000 Penalty: 3386.701416
	Iteration 42Q: 3 clusters Score -1.096979e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60940 members 
Mstep: Class 2 contains 26617 members 
Entering Unmasked Estep 
Score: -10969812.000000 Penalty: 3386.701416
	Iteration 43Q: 3 clusters Score -1.096981e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61608 members 
Mstep: Class 2 contains 25949 members 
Entering Unmasked Estep 
Score: -10969865.000000 Penalty: 3386.701416
	Iteration 44Q: 3 clusters Score -1.096986e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62230 members 
Mstep: Class 2 contains 25327 members 
Entering Unmasked Estep 
Score: -10969943.000000 Penalty: 3386.701416
	Iteration 45Q: 3 clusters Score -1.096994e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62862 members 
Mstep: Class 2 contains 24695 members 
Entering Unmasked Estep 
Score: -10969986.000000 Penalty: 3386.701416
	Iteration 46Q: 3 clusters Score -1.096999e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63416 members 
Mstep: Class 2 contains 24141 members 
Entering Unmasked Estep 
Score: -10969975.000000 Penalty: 3386.701416
	Iteration 47Q: 3 clusters Score -1.096998e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63941 members 
Mstep: Class 2 contains 23616 members 
Entering Unmasked Estep 
Score: -10970039.000000 Penalty: 3386.701416
	Iteration 48Q: 3 clusters Score -1.097004e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64404 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -10970095.000000 Penalty: 3386.701416
	Iteration 49Q: 3 clusters Score -1.09701e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64826 members 
Mstep: Class 2 contains 22731 members 
Entering Unmasked Estep 
Score: -10970039.000000 Penalty: 3386.701416
	Iteration 50Q: 3 clusters Score -1.097004e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65212 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -10970089.000000 Penalty: 3386.701416
	Iteration 51Q: 3 clusters Score -1.097009e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65531 members 
Mstep: Class 2 contains 22026 members 
Entering Unmasked Estep 
Score: -10970065.000000 Penalty: 3386.701416
	Iteration 52Q: 3 clusters Score -1.097006e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65791 members 
Mstep: Class 2 contains 21766 members 
Entering Unmasked Estep 
Score: -10970075.000000 Penalty: 3386.701416
	Iteration 53Q: 3 clusters Score -1.097008e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66014 members 
Mstep: Class 2 contains 21543 members 
Entering Unmasked Estep 
Score: -10970068.000000 Penalty: 3386.701416
	Iteration 54Q: 3 clusters Score -1.097007e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66214 members 
Mstep: Class 2 contains 21343 members 
Entering Unmasked Estep 
Score: -10969977.000000 Penalty: 3386.701416
	Iteration 55Q: 3 clusters Score -1.096998e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66344 members 
Mstep: Class 2 contains 21213 members 
Entering Unmasked Estep 
Score: -10969986.000000 Penalty: 3386.701416
	Iteration 56Q: 3 clusters Score -1.096999e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66443 members 
Mstep: Class 2 contains 21114 members 
Entering Unmasked Estep 
Score: -10969939.000000 Penalty: 3386.701416
	Iteration 57Q: 3 clusters Score -1.096994e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66538 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
Score: -10969879.000000 Penalty: 3386.701416
	Iteration 58Q: 3 clusters Score -1.096988e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66541 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -10969825.000000 Penalty: 3386.701416
	Iteration 59Q: 3 clusters Score -1.096982e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66470 members 
Mstep: Class 2 contains 21087 members 
Entering Unmasked Estep 
Score: -10969737.000000 Penalty: 3386.701416
	Iteration 60F: 3 clusters Score -1.096974e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66387 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -10969635.000000 Penalty: 3386.701416
	Iteration 61Q: 3 clusters Score -1.096964e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66274 members 
Mstep: Class 2 contains 21283 members 
Entering Unmasked Estep 
Score: -10969565.000000 Penalty: 3386.701416
	Iteration 62Q: 3 clusters Score -1.096956e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66109 members 
Mstep: Class 2 contains 21448 members 
Entering Unmasked Estep 
Score: -10969482.000000 Penalty: 3386.701416
	Iteration 63Q: 3 clusters Score -1.096948e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65908 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -10969423.000000 Penalty: 3386.701416
	Iteration 64Q: 3 clusters Score -1.096942e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65693 members 
Mstep: Class 2 contains 21864 members 
Entering Unmasked Estep 
Score: -10969331.000000 Penalty: 3386.701416
	Iteration 65Q: 3 clusters Score -1.096933e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65447 members 
Mstep: Class 2 contains 22110 members 
Entering Unmasked Estep 
Score: -10969285.000000 Penalty: 3386.701416
	Iteration 66Q: 3 clusters Score -1.096928e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65161 members 
Mstep: Class 2 contains 22396 members 
Entering Unmasked Estep 
Score: -10969189.000000 Penalty: 3386.701416
	Iteration 67Q: 3 clusters Score -1.096919e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64839 members 
Mstep: Class 2 contains 22718 members 
Entering Unmasked Estep 
Score: -10969065.000000 Penalty: 3386.701416
	Iteration 68Q: 3 clusters Score -1.096906e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64485 members 
Mstep: Class 2 contains 23072 members 
Entering Unmasked Estep 
Score: -10968982.000000 Penalty: 3386.701416
	Iteration 69Q: 3 clusters Score -1.096898e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64070 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -10968946.000000 Penalty: 3386.701416
	Iteration 70Q: 3 clusters Score -1.096895e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63584 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
Score: -10968868.000000 Penalty: 3386.701416
	Iteration 71Q: 3 clusters Score -1.096887e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63052 members 
Mstep: Class 2 contains 24505 members 
Entering Unmasked Estep 
Score: -10968753.000000 Penalty: 3386.701416
	Iteration 72Q: 3 clusters Score -1.096875e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62470 members 
Mstep: Class 2 contains 25087 members 
Entering Unmasked Estep 
Score: -10968711.000000 Penalty: 3386.701416
	Iteration 73Q: 3 clusters Score -1.096871e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61883 members 
Mstep: Class 2 contains 25674 members 
Entering Unmasked Estep 
Score: -10968618.000000 Penalty: 3386.701416
	Iteration 74Q: 3 clusters Score -1.096862e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61177 members 
Mstep: Class 2 contains 26380 members 
Entering Unmasked Estep 
Score: -10968527.000000 Penalty: 3386.701416
	Iteration 75Q: 3 clusters Score -1.096853e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60402 members 
Mstep: Class 2 contains 27155 members 
Entering Unmasked Estep 
Score: -10968453.000000 Penalty: 3386.701416
	Iteration 76Q: 3 clusters Score -1.096845e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59534 members 
Mstep: Class 2 contains 28023 members 
Entering Unmasked Estep 
Score: -10968383.000000 Penalty: 3386.701416
	Iteration 77Q: 3 clusters Score -1.096838e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58640 members 
Mstep: Class 2 contains 28917 members 
Entering Unmasked Estep 
Score: -10968303.000000 Penalty: 3386.701416
	Iteration 78Q: 3 clusters Score -1.09683e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57700 members 
Mstep: Class 2 contains 29857 members 
Entering Unmasked Estep 
Score: -10968260.000000 Penalty: 3386.701416
	Iteration 79Q: 3 clusters Score -1.096826e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56676 members 
Mstep: Class 2 contains 30881 members 
Entering Unmasked Estep 
Score: -10968205.000000 Penalty: 3386.701416
	Iteration 80F: 3 clusters Score -1.09682e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55609 members 
Mstep: Class 2 contains 31948 members 
Entering Unmasked Estep 
Score: -10968247.000000 Penalty: 3386.701416
	Iteration 81Q: 3 clusters Score -1.096825e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54450 members 
Mstep: Class 2 contains 33107 members 
Entering Unmasked Estep 
Score: -10968252.000000 Penalty: 3386.701416
	Iteration 82Q: 3 clusters Score -1.096825e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53247 members 
Mstep: Class 2 contains 34310 members 
Entering Unmasked Estep 
Score: -10968311.000000 Penalty: 3386.701416
	Iteration 83Q: 3 clusters Score -1.096831e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51988 members 
Mstep: Class 2 contains 35569 members 
Entering Unmasked Estep 
Score: -10968335.000000 Penalty: 3386.701416
	Iteration 84Q: 3 clusters Score -1.096834e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50642 members 
Mstep: Class 2 contains 36915 members 
Entering Unmasked Estep 
Score: -10968443.000000 Penalty: 3386.701416
	Iteration 85Q: 3 clusters Score -1.096844e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49035 members 
Mstep: Class 2 contains 38522 members 
Entering Unmasked Estep 
Score: -10968552.000000 Penalty: 3386.701416
	Iteration 86Q: 3 clusters Score -1.096855e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47073 members 
Mstep: Class 2 contains 40484 members 
Entering Unmasked Estep 
Score: -10968626.000000 Penalty: 3386.701416
	Iteration 87Q: 3 clusters Score -1.096863e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44711 members 
Mstep: Class 2 contains 42846 members 
Entering Unmasked Estep 
Score: -10968788.000000 Penalty: 3386.701416
	Iteration 88Q: 3 clusters Score -1.096879e+07 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42011 members 
Mstep: Class 2 contains 45546 members 
Entering Unmasked Estep 
Score: -10968886.000000 Penalty: 3386.701416
	Iteration 89Q: 3 clusters Score -1.096889e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39092 members 
Mstep: Class 2 contains 48465 members 
Entering Unmasked Estep 
Score: -10969042.000000 Penalty: 3386.701416
	Iteration 90Q: 3 clusters Score -1.096904e+07 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36185 members 
Mstep: Class 2 contains 51372 members 
Entering Unmasked Estep 
Score: -10969092.000000 Penalty: 3386.701416
	Iteration 91Q: 3 clusters Score -1.096909e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33283 members 
Mstep: Class 2 contains 54274 members 
Entering Unmasked Estep 
Score: -10969377.000000 Penalty: 3386.701416
	Iteration 92Q: 3 clusters Score -1.096938e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30408 members 
Mstep: Class 2 contains 57149 members 
Entering Unmasked Estep 
Score: -10969656.000000 Penalty: 3386.701416
	Iteration 93Q: 3 clusters Score -1.096966e+07 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27567 members 
Mstep: Class 2 contains 59990 members 
Entering Unmasked Estep 
Score: -10969877.000000 Penalty: 3386.701416
	Iteration 94Q: 3 clusters Score -1.096988e+07 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24969 members 
Mstep: Class 2 contains 62588 members 
Entering Unmasked Estep 
Score: -10969966.000000 Penalty: 3386.701416
	Iteration 95Q: 3 clusters Score -1.096997e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22816 members 
Mstep: Class 2 contains 64741 members 
Entering Unmasked Estep 
Score: -10969900.000000 Penalty: 3386.701416
	Iteration 96Q: 3 clusters Score -1.09699e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 66516 members 
Entering Unmasked Estep 
Score: -10969859.000000 Penalty: 3386.701416
	Iteration 97Q: 3 clusters Score -1.096986e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 67925 members 
Entering Unmasked Estep 
Score: -10969922.000000 Penalty: 3386.701416
	Iteration 98Q: 3 clusters Score -1.096992e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 69123 members 
Entering Unmasked Estep 
Score: -10969908.000000 Penalty: 3386.701416
	Iteration 99Q: 3 clusters Score -1.096991e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 70159 members 
Entering Unmasked Estep 
Score: -10971781.000000 Penalty: 3386.701416
	Iteration 100F: 3 clusters Score -1.097178e+07 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 73623 members 
Entering Unmasked Estep 
Score: -10973002.000000 Penalty: 3386.701416
	Iteration 101Q: 3 clusters Score -1.0973e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 76513 members 
Entering Unmasked Estep 
Score: -10973507.000000 Penalty: 3386.701416
	Iteration 102Q: 3 clusters Score -1.097351e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 78652 members 
Entering Unmasked Estep 
Score: -10973651.000000 Penalty: 3386.701416
	Iteration 103Q: 3 clusters Score -1.097365e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 80147 members 
Entering Unmasked Estep 
Score: -10973695.000000 Penalty: 3386.701416
	Iteration 104Q: 3 clusters Score -1.09737e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 81212 members 
Entering Unmasked Estep 
Score: -10973654.000000 Penalty: 3386.701416
	Iteration 105Q: 3 clusters Score -1.097365e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 82062 members 
Entering Unmasked Estep 
Score: -10973634.000000 Penalty: 3386.701416
	Iteration 106Q: 3 clusters Score -1.097363e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 82707 members 
Entering Unmasked Estep 
Score: -10973516.000000 Penalty: 3386.701416
	Iteration 107Q: 3 clusters Score -1.097352e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 83207 members 
Entering Unmasked Estep 
Score: -10973475.000000 Penalty: 3386.701416
	Iteration 108Q: 3 clusters Score -1.097348e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 83619 members 
Entering Unmasked Estep 
Score: -10973453.000000 Penalty: 3386.701416
	Iteration 109Q: 3 clusters Score -1.097345e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 83944 members 
Entering Unmasked Estep 
Score: -10973432.000000 Penalty: 3386.701416
	Iteration 110Q: 3 clusters Score -1.097343e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 84202 members 
Entering Unmasked Estep 
Score: -10973433.000000 Penalty: 3386.701416
	Iteration 111Q: 3 clusters Score -1.097343e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 84432 members 
Entering Unmasked Estep 
Score: -10973439.000000 Penalty: 3386.701416
	Iteration 112Q: 3 clusters Score -1.097344e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 84627 members 
Entering Unmasked Estep 
Score: -10973423.000000 Penalty: 3386.701416
	Iteration 113Q: 3 clusters Score -1.097342e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 84794 members 
Entering Unmasked Estep 
Score: -10973427.000000 Penalty: 3386.701416
	Iteration 114Q: 3 clusters Score -1.097343e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 84936 members 
Entering Unmasked Estep 
Score: -10973427.000000 Penalty: 3386.701416
	Iteration 115Q: 3 clusters Score -1.097343e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 85053 members 
Entering Unmasked Estep 
Score: -10973350.000000 Penalty: 3386.701416
	Iteration 116Q: 3 clusters Score -1.097335e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 85174 members 
Entering Unmasked Estep 
Score: -10973341.000000 Penalty: 3386.701416
	Iteration 117Q: 3 clusters Score -1.097334e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 85283 members 
Entering Unmasked Estep 
Score: -10973359.000000 Penalty: 3386.701416
	Iteration 118Q: 3 clusters Score -1.097336e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 85378 members 
Entering Unmasked Estep 
Score: -10973325.000000 Penalty: 3386.701416
	Iteration 119Q: 3 clusters Score -1.097332e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 85464 members 
Entering Unmasked Estep 
Score: -10973307.000000 Penalty: 3386.701416
	Iteration 120F: 3 clusters Score -1.097331e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 85537 members 
Entering Unmasked Estep 
Score: -10973267.000000 Penalty: 3386.701416
	Iteration 121Q: 3 clusters Score -1.097327e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 85600 members 
Entering Unmasked Estep 
Score: -10973265.000000 Penalty: 3386.701416
	Iteration 122Q: 3 clusters Score -1.097326e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 85650 members 
Entering Unmasked Estep 
Score: -10973257.000000 Penalty: 3386.701416
	Iteration 123Q: 3 clusters Score -1.097326e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 85694 members 
Entering Unmasked Estep 
Score: -10973253.000000 Penalty: 3386.701416
	Iteration 124Q: 3 clusters Score -1.097325e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 85731 members 
Entering Unmasked Estep 
Score: -10973251.000000 Penalty: 3386.701416
	Iteration 125Q: 3 clusters Score -1.097325e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 85761 members 
Entering Unmasked Estep 
Score: -10973237.000000 Penalty: 3386.701416
	Iteration 126Q: 3 clusters Score -1.097324e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 85790 members 
Entering Unmasked Estep 
Score: -10973248.000000 Penalty: 3386.701416
	Iteration 127Q: 3 clusters Score -1.097325e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 85812 members 
Entering Unmasked Estep 
Score: -10973269.000000 Penalty: 3386.701416
	Iteration 128Q: 3 clusters Score -1.097327e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 85827 members 
Entering Unmasked Estep 
Score: -10973269.000000 Penalty: 3386.701416
	Iteration 129Q: 3 clusters Score -1.097327e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 85837 members 
Entering Unmasked Estep 
Score: -10973267.000000 Penalty: 3386.701416
	Iteration 130Q: 3 clusters Score -1.097327e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 85853 members 
Entering Unmasked Estep 
Score: -10973263.000000 Penalty: 3386.701416
	Iteration 131Q: 3 clusters Score -1.097326e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 85867 members 
Entering Unmasked Estep 
Score: -10973269.000000 Penalty: 3386.701416
	Iteration 132Q: 3 clusters Score -1.097327e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 85880 members 
Entering Unmasked Estep 
Score: -10973264.000000 Penalty: 3386.701416
	Iteration 133Q: 3 clusters Score -1.097326e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 85893 members 
Entering Unmasked Estep 
Score: -10973247.000000 Penalty: 3386.701416
	Iteration 134Q: 3 clusters Score -1.097325e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 85910 members 
Entering Unmasked Estep 
Score: -10973244.000000 Penalty: 3386.701416
	Iteration 135Q: 3 clusters Score -1.097324e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 85921 members 
Entering Unmasked Estep 
Score: -10973260.000000 Penalty: 3386.701416
	Iteration 136Q: 3 clusters Score -1.097326e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 85922 members 
Entering Unmasked Estep 
Score: -10973260.000000 Penalty: 3386.701416
	Iteration 137Q: 3 clusters Score -1.097326e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 85928 members 
Entering Unmasked Estep 
Score: -10973264.000000 Penalty: 3386.701416
	Iteration 138Q: 3 clusters Score -1.097326e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 85938 members 
Entering Unmasked Estep 
Score: -10973256.000000 Penalty: 3386.701416
	Iteration 139Q: 3 clusters Score -1.097326e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 85950 members 
Entering Unmasked Estep 
Score: -10973277.000000 Penalty: 3386.701416
	Iteration 140F: 3 clusters Score -1.097328e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 85963 members 
Entering Unmasked Estep 
Score: -10973261.000000 Penalty: 3386.701416
	Iteration 141Q: 3 clusters Score -1.097326e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 85973 members 
Entering Unmasked Estep 
Score: -10973257.000000 Penalty: 3386.701416
	Iteration 142Q: 3 clusters Score -1.097326e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 85984 members 
Entering Unmasked Estep 
Score: -10973259.000000 Penalty: 3386.701416
	Iteration 143Q: 3 clusters Score -1.097326e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 85996 members 
Entering Unmasked Estep 
Score: -10973269.000000 Penalty: 3386.701416
	Iteration 144Q: 3 clusters Score -1.097327e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 86007 members 
Entering Unmasked Estep 
Score: -10973276.000000 Penalty: 3386.701416
	Iteration 145Q: 3 clusters Score -1.097328e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 86017 members 
Entering Unmasked Estep 
Score: -10973263.000000 Penalty: 3386.701416
	Iteration 146Q: 3 clusters Score -1.097326e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 86022 members 
Entering Unmasked Estep 
Score: -10973274.000000 Penalty: 3386.701416
	Iteration 147Q: 3 clusters Score -1.097327e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 86026 members 
Entering Unmasked Estep 
Score: -10973265.000000 Penalty: 3386.701416
	Iteration 148Q: 3 clusters Score -1.097326e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 86027 members 
Entering Unmasked Estep 
Score: -10973273.000000 Penalty: 3386.701416
	Iteration 149Q: 3 clusters Score -1.097327e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 86028 members 
Entering Unmasked Estep 
Score: -10973264.000000 Penalty: 3386.701416
	Iteration 150Q: 3 clusters Score -1.097326e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 86029 members 
Entering Unmasked Estep 
Score: -10973269.000000 Penalty: 3386.701416
	Iteration 151Q: 3 clusters Score -1.097327e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 86030 members 
Entering Unmasked Estep 
Score: -10973260.000000 Penalty: 3386.701416
	Iteration 152Q: 3 clusters Score -1.097326e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 86032 members 
Entering Unmasked Estep 
Score: -10973258.000000 Penalty: 3386.701416
	Iteration 153Q: 3 clusters Score -1.097326e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 86036 members 
Entering Unmasked Estep 
Score: -10973261.000000 Penalty: 3386.701416
	Iteration 154Q: 3 clusters Score -1.097326e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 86039 members 
Entering Unmasked Estep 
Score: -10973271.000000 Penalty: 3386.701416
	Iteration 155Q: 3 clusters Score -1.097327e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 86041 members 
Entering Unmasked Estep 
Score: -10973273.000000 Penalty: 3386.701416
	Iteration 156Q: 3 clusters Score -1.097327e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 86042 members 
Entering Unmasked Estep 
Score: -10973276.000000 Penalty: 3386.701416
	Iteration 157Q: 3 clusters Score -1.097328e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 86043 members 
Entering Unmasked Estep 
Score: -10973278.000000 Penalty: 3386.701416
	Iteration 158Q: 3 clusters Score -1.097328e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 86046 members 
Entering Unmasked Estep 
Score: -10973276.000000 Penalty: 3386.701416
	Iteration 159Q: 3 clusters Score -1.097328e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 86049 members 
Entering Unmasked Estep 
Score: -10973273.000000 Penalty: 3386.701416
	Iteration 160F: 3 clusters Score -1.097327e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 86053 members 
Entering Unmasked Estep 
Score: -10973274.000000 Penalty: 3386.701416
	Iteration 161Q: 3 clusters Score -1.097327e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 86057 members 
Entering Unmasked Estep 
Score: -10973282.000000 Penalty: 3386.701416
	Iteration 162Q: 3 clusters Score -1.097328e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 86061 members 
Entering Unmasked Estep 
Score: -10973278.000000 Penalty: 3386.701416
	Iteration 163Q: 3 clusters Score -1.097328e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 86063 members 
Entering Unmasked Estep 
Score: -10973275.000000 Penalty: 3386.701416
	Iteration 164Q: 3 clusters Score -1.097328e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 86066 members 
Entering Unmasked Estep 
Score: -10973265.000000 Penalty: 3386.701416
	Iteration 165Q: 3 clusters Score -1.097326e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 86068 members 
Entering Unmasked Estep 
Score: -10973271.000000 Penalty: 3386.701416
	Iteration 166Q: 3 clusters Score -1.097327e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 86071 members 
Entering Unmasked Estep 
Score: -10973275.000000 Penalty: 3386.701416
	Iteration 167Q: 3 clusters Score -1.097328e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 86073 members 
Entering Unmasked Estep 
Score: -10973261.000000 Penalty: 3386.701416
	Iteration 168Q: 3 clusters Score -1.097326e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 86074 members 
Entering Unmasked Estep 
Score: -10973263.000000 Penalty: 3386.701416
	Iteration 169Q: 3 clusters Score -1.097326e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 86074 members 
Entering Unmasked Estep 
Score: -10973263.000000 Penalty: 3386.701416
	Iteration 170F: 3 clusters Score -1.097326e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Entering Unmasked Estep 
Score: -1132471.250000 Penalty: 1360.290894
	Iteration 0F: 2 clusters Score -1132471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1126126.125000 Penalty: 2720.581787
	Iteration 0F: 3 clusters Score -1126126 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1128090.250000 Penalty: 2720.581787
	Iteration 1F: 3 clusters Score -1128090 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1128384.625000 Penalty: 2720.581787
	Iteration 2F: 3 clusters Score -1128385 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1128602.875000 Penalty: 2720.581787
	Iteration 3F: 3 clusters Score -1128603 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1128795.125000 Penalty: 2720.581787
	Iteration 4Q: 3 clusters Score -1128795 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1128964.750000 Penalty: 2720.581787
	Iteration 5Q: 3 clusters Score -1128965 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1129143.375000 Penalty: 2720.581787
	Iteration 6Q: 3 clusters Score -1129143 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1129318.625000 Penalty: 2720.581787
	Iteration 7Q: 3 clusters Score -1129319 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1129518.375000 Penalty: 2720.581787
	Iteration 8Q: 3 clusters Score -1129518 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1129744.875000 Penalty: 2720.581787
	Iteration 9Q: 3 clusters Score -1129745 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1129966.875000 Penalty: 2720.581787
	Iteration 10Q: 3 clusters Score -1129967 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1130201.375000 Penalty: 2720.581787
	Iteration 11Q: 3 clusters Score -1130201 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1130387.625000 Penalty: 2720.581787
	Iteration 12Q: 3 clusters Score -1130388 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1130590.500000 Penalty: 2720.581787
	Iteration 13Q: 3 clusters Score -1130590 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1130752.125000 Penalty: 2720.581787
	Iteration 14Q: 3 clusters Score -1130752 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1130885.000000 Penalty: 2720.581787
	Iteration 15Q: 3 clusters Score -1130885 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1130998.000000 Penalty: 2720.581787
	Iteration 16Q: 3 clusters Score -1130998 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1131083.625000 Penalty: 2720.581787
	Iteration 17Q: 3 clusters Score -1131084 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1131156.375000 Penalty: 2720.581787
	Iteration 18Q: 3 clusters Score -1131156 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1131224.875000 Penalty: 2720.581787
	Iteration 19Q: 3 clusters Score -1131225 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1131280.625000 Penalty: 2720.581787
	Iteration 20F: 3 clusters Score -1131281 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1131314.375000 Penalty: 2720.581787
	Iteration 21Q: 3 clusters Score -1131314 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1131337.625000 Penalty: 2720.581787
	Iteration 22Q: 3 clusters Score -1131338 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1131355.625000 Penalty: 2720.581787
	Iteration 23Q: 3 clusters Score -1131356 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1131368.500000 Penalty: 2720.581787
	Iteration 24Q: 3 clusters Score -1131368 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1131385.375000 Penalty: 2720.581787
	Iteration 25Q: 3 clusters Score -1131385 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1131397.125000 Penalty: 2720.581787
	Iteration 26Q: 3 clusters Score -1131397 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1131406.750000 Penalty: 2720.581787
	Iteration 27Q: 3 clusters Score -1131407 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1131416.500000 Penalty: 2720.581787
	Iteration 28Q: 3 clusters Score -1131416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1131422.500000 Penalty: 2720.581787
	Iteration 29Q: 3 clusters Score -1131422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1131425.625000 Penalty: 2720.581787
	Iteration 30Q: 3 clusters Score -1131426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1131426.500000 Penalty: 2720.581787
	Iteration 31Q: 3 clusters Score -1131426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1131429.750000 Penalty: 2720.581787
	Iteration 32Q: 3 clusters Score -1131430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -1131433.750000 Penalty: 2720.581787
	Iteration 33Q: 3 clusters Score -1131434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1131433.375000 Penalty: 2720.581787
	Iteration 34Q: 3 clusters Score -1131433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1131434.375000 Penalty: 2720.581787
	Iteration 35Q: 3 clusters Score -1131434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1131434.375000 Penalty: 2720.581787
	Iteration 36F: 3 clusters Score -1131434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Entering Unmasked Estep 
Score: -462600.781250 Penalty: 1233.296631
	Iteration 0F: 2 clusters Score -462600.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -459526.218750 Penalty: 2466.593262
	Iteration 0F: 3 clusters Score -459526.2 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -460421.468750 Penalty: 2466.593262
	Iteration 1F: 3 clusters Score -460421.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -460626.593750 Penalty: 2466.593262
	Iteration 2F: 3 clusters Score -460626.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -460771.437500 Penalty: 2466.593262
	Iteration 3F: 3 clusters Score -460771.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -460885.375000 Penalty: 2466.593262
	Iteration 4Q: 3 clusters Score -460885.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -460999.875000 Penalty: 2466.593262
	Iteration 5Q: 3 clusters Score -460999.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -461119.781250 Penalty: 2466.593262
	Iteration 6Q: 3 clusters Score -461119.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -461220.718750 Penalty: 2466.593262
	Iteration 7Q: 3 clusters Score -461220.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -461302.937500 Penalty: 2466.593262
	Iteration 8Q: 3 clusters Score -461302.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -461356.500000 Penalty: 2466.593262
	Iteration 9Q: 3 clusters Score -461356.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -461409.343750 Penalty: 2466.593262
	Iteration 10Q: 3 clusters Score -461409.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -461464.125000 Penalty: 2466.593262
	Iteration 11Q: 3 clusters Score -461464.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -461518.000000 Penalty: 2466.593262
	Iteration 12Q: 3 clusters Score -461518 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -461562.875000 Penalty: 2466.593262
	Iteration 13Q: 3 clusters Score -461562.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -461606.875000 Penalty: 2466.593262
	Iteration 14Q: 3 clusters Score -461606.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -461671.968750 Penalty: 2466.593262
	Iteration 15Q: 3 clusters Score -461672 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -461734.593750 Penalty: 2466.593262
	Iteration 16Q: 3 clusters Score -461734.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -461790.375000 Penalty: 2466.593262
	Iteration 17Q: 3 clusters Score -461790.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -461840.250000 Penalty: 2466.593262
	Iteration 18Q: 3 clusters Score -461840.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -461891.593750 Penalty: 2466.593262
	Iteration 19Q: 3 clusters Score -461891.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -461924.187500 Penalty: 2466.593262
	Iteration 20F: 3 clusters Score -461924.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -461973.156250 Penalty: 2466.593262
	Iteration 21Q: 3 clusters Score -461973.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -462013.187500 Penalty: 2466.593262
	Iteration 22Q: 3 clusters Score -462013.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -462051.500000 Penalty: 2466.593262
	Iteration 23Q: 3 clusters Score -462051.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -462089.312500 Penalty: 2466.593262
	Iteration 24Q: 3 clusters Score -462089.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -462123.625000 Penalty: 2466.593262
	Iteration 25Q: 3 clusters Score -462123.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -462159.125000 Penalty: 2466.593262
	Iteration 26Q: 3 clusters Score -462159.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -462192.000000 Penalty: 2466.593262
	Iteration 27Q: 3 clusters Score -462192 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -462225.968750 Penalty: 2466.593262
	Iteration 28Q: 3 clusters Score -462226 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -462253.593750 Penalty: 2466.593262
	Iteration 29Q: 3 clusters Score -462253.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -462273.531250 Penalty: 2466.593262
	Iteration 30Q: 3 clusters Score -462273.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -462291.093750 Penalty: 2466.593262
	Iteration 31Q: 3 clusters Score -462291.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -462306.500000 Penalty: 2466.593262
	Iteration 32Q: 3 clusters Score -462306.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -462316.343750 Penalty: 2466.593262
	Iteration 33Q: 3 clusters Score -462316.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -462323.968750 Penalty: 2466.593262
	Iteration 34Q: 3 clusters Score -462324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -462327.843750 Penalty: 2466.593262
	Iteration 35Q: 3 clusters Score -462327.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -462331.781250 Penalty: 2466.593262
	Iteration 36Q: 3 clusters Score -462331.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -462335.468750 Penalty: 2466.593262
	Iteration 37Q: 3 clusters Score -462335.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -462340.031250 Penalty: 2466.593262
	Iteration 38Q: 3 clusters Score -462340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -462342.718750 Penalty: 2466.593262
	Iteration 39Q: 3 clusters Score -462342.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -462344.687500 Penalty: 2466.593262
	Iteration 40F: 3 clusters Score -462344.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -462344.968750 Penalty: 2466.593262
	Iteration 41Q: 3 clusters Score -462345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -462346.406250 Penalty: 2466.593262
	Iteration 42Q: 3 clusters Score -462346.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -462346.906250 Penalty: 2466.593262
	Iteration 43Q: 3 clusters Score -462346.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -462347.406250 Penalty: 2466.593262
	Iteration 44Q: 3 clusters Score -462347.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -462349.531250 Penalty: 2466.593262
	Iteration 45Q: 3 clusters Score -462349.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -462352.000000 Penalty: 2466.593262
	Iteration 46Q: 3 clusters Score -462352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -462355.031250 Penalty: 2466.593262
	Iteration 47Q: 3 clusters Score -462355 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -462356.843750 Penalty: 2466.593262
	Iteration 48Q: 3 clusters Score -462356.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -462358.750000 Penalty: 2466.593262
	Iteration 49Q: 3 clusters Score -462358.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -462360.843750 Penalty: 2466.593262
	Iteration 50Q: 3 clusters Score -462360.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -462361.093750 Penalty: 2466.593262
	Iteration 51Q: 3 clusters Score -462361.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -462364.218750 Penalty: 2466.593262
	Iteration 52Q: 3 clusters Score -462364.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -462364.875000 Penalty: 2466.593262
	Iteration 53Q: 3 clusters Score -462364.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -462368.156250 Penalty: 2466.593262
	Iteration 54Q: 3 clusters Score -462368.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -462369.906250 Penalty: 2466.593262
	Iteration 55Q: 3 clusters Score -462369.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -462370.687500 Penalty: 2466.593262
	Iteration 56Q: 3 clusters Score -462370.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -462372.437500 Penalty: 2466.593262
	Iteration 57Q: 3 clusters Score -462372.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -462372.843750 Penalty: 2466.593262
	Iteration 58Q: 3 clusters Score -462372.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -462374.750000 Penalty: 2466.593262
	Iteration 59Q: 3 clusters Score -462374.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -462377.093750 Penalty: 2466.593262
	Iteration 60F: 3 clusters Score -462377.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -462377.093750 Penalty: 2466.593262
	Iteration 61Q: 3 clusters Score -462377.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -462376.875000 Penalty: 2466.593262
	Iteration 62Q: 3 clusters Score -462376.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -462378.656250 Penalty: 2466.593262
	Iteration 63Q: 3 clusters Score -462378.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -462381.625000 Penalty: 2466.593262
	Iteration 64Q: 3 clusters Score -462381.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -462384.000000 Penalty: 2466.593262
	Iteration 65Q: 3 clusters Score -462384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -462384.312500 Penalty: 2466.593262
	Iteration 66Q: 3 clusters Score -462384.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -462384.593750 Penalty: 2466.593262
	Iteration 67Q: 3 clusters Score -462384.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -462384.781250 Penalty: 2466.593262
	Iteration 68Q: 3 clusters Score -462384.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -462385.218750 Penalty: 2466.593262
	Iteration 69Q: 3 clusters Score -462385.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -462385.218750 Penalty: 2466.593262
	Iteration 70F: 3 clusters Score -462385.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Entering Unmasked Estep 
Score: -11386.218750 Penalty: 718.453125
	Iteration 0F: 2 clusters Score -11386.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -10996.001953 Penalty: 1436.906250
	Iteration 0F: 3 clusters Score -10996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -11018.544922 Penalty: 1436.906250
	Iteration 1Q: 3 clusters Score -11018.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -11020.424805 Penalty: 1436.906250
	Iteration 2Q: 3 clusters Score -11020.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -11020.424805 Penalty: 1436.906250
	Iteration 3F: 3 clusters Score -11020.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Entering Unmasked Estep 
Score: -900970.125000 Penalty: 1320.059082
	Iteration 0F: 2 clusters Score -900970.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -895991.062500 Penalty: 2640.118164
	Iteration 0F: 3 clusters Score -895991.1 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -897456.500000 Penalty: 2640.118164
	Iteration 1F: 3 clusters Score -897456.5 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -897690.750000 Penalty: 2640.118164
	Iteration 2F: 3 clusters Score -897690.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -897830.875000 Penalty: 2640.118164
	Iteration 3Q: 3 clusters Score -897830.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -897933.437500 Penalty: 2640.118164
	Iteration 4Q: 3 clusters Score -897933.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -898011.187500 Penalty: 2640.118164
	Iteration 5Q: 3 clusters Score -898011.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -898075.437500 Penalty: 2640.118164
	Iteration 6Q: 3 clusters Score -898075.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -898122.187500 Penalty: 2640.118164
	Iteration 7Q: 3 clusters Score -898122.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -898167.250000 Penalty: 2640.118164
	Iteration 8Q: 3 clusters Score -898167.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -898210.187500 Penalty: 2640.118164
	Iteration 9Q: 3 clusters Score -898210.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -898260.937500 Penalty: 2640.118164
	Iteration 10Q: 3 clusters Score -898260.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -898307.562500 Penalty: 2640.118164
	Iteration 11Q: 3 clusters Score -898307.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -898351.250000 Penalty: 2640.118164
	Iteration 12Q: 3 clusters Score -898351.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -898390.812500 Penalty: 2640.118164
	Iteration 13Q: 3 clusters Score -898390.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -898433.562500 Penalty: 2640.118164
	Iteration 14Q: 3 clusters Score -898433.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -898476.875000 Penalty: 2640.118164
	Iteration 15Q: 3 clusters Score -898476.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -898529.375000 Penalty: 2640.118164
	Iteration 16Q: 3 clusters Score -898529.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -898601.812500 Penalty: 2640.118164
	Iteration 17Q: 3 clusters Score -898601.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -898694.125000 Penalty: 2640.118164
	Iteration 18Q: 3 clusters Score -898694.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -898809.687500 Penalty: 2640.118164
	Iteration 19Q: 3 clusters Score -898809.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -898926.437500 Penalty: 2640.118164
	Iteration 20F: 3 clusters Score -898926.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -899045.937500 Penalty: 2640.118164
	Iteration 21Q: 3 clusters Score -899045.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -899142.875000 Penalty: 2640.118164
	Iteration 22Q: 3 clusters Score -899142.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -899223.562500 Penalty: 2640.118164
	Iteration 23Q: 3 clusters Score -899223.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -899314.062500 Penalty: 2640.118164
	Iteration 24Q: 3 clusters Score -899314.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -899407.750000 Penalty: 2640.118164
	Iteration 25Q: 3 clusters Score -899407.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -899499.250000 Penalty: 2640.118164
	Iteration 26Q: 3 clusters Score -899499.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -899582.312500 Penalty: 2640.118164
	Iteration 27Q: 3 clusters Score -899582.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -899655.312500 Penalty: 2640.118164
	Iteration 28Q: 3 clusters Score -899655.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -899721.812500 Penalty: 2640.118164
	Iteration 29Q: 3 clusters Score -899721.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -899772.875000 Penalty: 2640.118164
	Iteration 30Q: 3 clusters Score -899772.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -899799.250000 Penalty: 2640.118164
	Iteration 31Q: 3 clusters Score -899799.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -899812.250000 Penalty: 2640.118164
	Iteration 32Q: 3 clusters Score -899812.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -899826.125000 Penalty: 2640.118164
	Iteration 33Q: 3 clusters Score -899826.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -899848.812500 Penalty: 2640.118164
	Iteration 34Q: 3 clusters Score -899848.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -899861.875000 Penalty: 2640.118164
	Iteration 35Q: 3 clusters Score -899861.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -899874.187500 Penalty: 2640.118164
	Iteration 36Q: 3 clusters Score -899874.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -899889.312500 Penalty: 2640.118164
	Iteration 37Q: 3 clusters Score -899889.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -899902.875000 Penalty: 2640.118164
	Iteration 38Q: 3 clusters Score -899902.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -899922.812500 Penalty: 2640.118164
	Iteration 39Q: 3 clusters Score -899922.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -899931.937500 Penalty: 2640.118164
	Iteration 40F: 3 clusters Score -899931.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -899939.000000 Penalty: 2640.118164
	Iteration 41Q: 3 clusters Score -899939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -899945.500000 Penalty: 2640.118164
	Iteration 42Q: 3 clusters Score -899945.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -899957.875000 Penalty: 2640.118164
	Iteration 43Q: 3 clusters Score -899957.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -899970.125000 Penalty: 2640.118164
	Iteration 44Q: 3 clusters Score -899970.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -899975.687500 Penalty: 2640.118164
	Iteration 45Q: 3 clusters Score -899975.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -899975.437500 Penalty: 2640.118164
	Iteration 46Q: 3 clusters Score -899975.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -899980.125000 Penalty: 2640.118164
	Iteration 47Q: 3 clusters Score -899980.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -899982.750000 Penalty: 2640.118164
	Iteration 48Q: 3 clusters Score -899982.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -899983.875000 Penalty: 2640.118164
	Iteration 49Q: 3 clusters Score -899983.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -899983.875000 Penalty: 2640.118164
	Iteration 50F: 3 clusters Score -899983.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Entering Unmasked Estep 
Score: -1172443.875000 Penalty: 1366.578613
	Iteration 0F: 2 clusters Score -1172444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1165805.375000 Penalty: 2733.157227
	Iteration 0F: 3 clusters Score -1165805 nChanged 4036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1167955.125000 Penalty: 2733.157227
	Iteration 1F: 3 clusters Score -1167955 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1168318.875000 Penalty: 2733.157227
	Iteration 2F: 3 clusters Score -1168319 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1168578.375000 Penalty: 2733.157227
	Iteration 3F: 3 clusters Score -1168578 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1168810.750000 Penalty: 2733.157227
	Iteration 4Q: 3 clusters Score -1168811 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1169054.875000 Penalty: 2733.157227
	Iteration 5Q: 3 clusters Score -1169055 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1169328.125000 Penalty: 2733.157227
	Iteration 6Q: 3 clusters Score -1169328 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1169617.875000 Penalty: 2733.157227
	Iteration 7Q: 3 clusters Score -1169618 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1169901.250000 Penalty: 2733.157227
	Iteration 8Q: 3 clusters Score -1169901 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1170143.250000 Penalty: 2733.157227
	Iteration 9Q: 3 clusters Score -1170143 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1170353.000000 Penalty: 2733.157227
	Iteration 10Q: 3 clusters Score -1170353 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1170510.875000 Penalty: 2733.157227
	Iteration 11Q: 3 clusters Score -1170511 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1170659.250000 Penalty: 2733.157227
	Iteration 12Q: 3 clusters Score -1170659 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1170804.125000 Penalty: 2733.157227
	Iteration 13Q: 3 clusters Score -1170804 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1170923.125000 Penalty: 2733.157227
	Iteration 14Q: 3 clusters Score -1170923 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1171004.500000 Penalty: 2733.157227
	Iteration 15Q: 3 clusters Score -1171004 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1171082.375000 Penalty: 2733.157227
	Iteration 16Q: 3 clusters Score -1171082 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1171144.250000 Penalty: 2733.157227
	Iteration 17Q: 3 clusters Score -1171144 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1171186.125000 Penalty: 2733.157227
	Iteration 18Q: 3 clusters Score -1171186 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1171217.250000 Penalty: 2733.157227
	Iteration 19Q: 3 clusters Score -1171217 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1171239.875000 Penalty: 2733.157227
	Iteration 20F: 3 clusters Score -1171240 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1171255.375000 Penalty: 2733.157227
	Iteration 21Q: 3 clusters Score -1171255 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1171278.625000 Penalty: 2733.157227
	Iteration 22Q: 3 clusters Score -1171279 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1171297.375000 Penalty: 2733.157227
	Iteration 23Q: 3 clusters Score -1171297 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1171318.375000 Penalty: 2733.157227
	Iteration 24Q: 3 clusters Score -1171318 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1171331.000000 Penalty: 2733.157227
	Iteration 25Q: 3 clusters Score -1171331 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1171337.875000 Penalty: 2733.157227
	Iteration 26Q: 3 clusters Score -1171338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1171344.625000 Penalty: 2733.157227
	Iteration 27Q: 3 clusters Score -1171345 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1171352.875000 Penalty: 2733.157227
	Iteration 28Q: 3 clusters Score -1171353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1171356.500000 Penalty: 2733.157227
	Iteration 29Q: 3 clusters Score -1171356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1171359.375000 Penalty: 2733.157227
	Iteration 30Q: 3 clusters Score -1171359 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1171364.875000 Penalty: 2733.157227
	Iteration 31Q: 3 clusters Score -1171365 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1171370.125000 Penalty: 2733.157227
	Iteration 32Q: 3 clusters Score -1171370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1171372.875000 Penalty: 2733.157227
	Iteration 33Q: 3 clusters Score -1171373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1171373.625000 Penalty: 2733.157227
	Iteration 34Q: 3 clusters Score -1171374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1171375.125000 Penalty: 2733.157227
	Iteration 35Q: 3 clusters Score -1171375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1171378.125000 Penalty: 2733.157227
	Iteration 36Q: 3 clusters Score -1171378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1171378.375000 Penalty: 2733.157227
	Iteration 37Q: 3 clusters Score -1171378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1171380.500000 Penalty: 2733.157227
	Iteration 38Q: 3 clusters Score -1171380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1171380.000000 Penalty: 2733.157227
	Iteration 39Q: 3 clusters Score -1171380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1171381.000000 Penalty: 2733.157227
	Iteration 40F: 3 clusters Score -1171381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1171381.000000 Penalty: 2733.157227
	Iteration 41Q: 3 clusters Score -1171381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1171382.875000 Penalty: 2733.157227
	Iteration 42Q: 3 clusters Score -1171383 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1171382.875000 Penalty: 2733.157227
	Iteration 43F: 3 clusters Score -1171383 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Entering Unmasked Estep 
Score: -31449.417969 Penalty: 905.034241
	Iteration 0F: 2 clusters Score -31449.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -30662.378906 Penalty: 1810.068481
	Iteration 0F: 3 clusters Score -30662.38 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -30968.933594 Penalty: 1810.068481
	Iteration 1F: 3 clusters Score -30968.93 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -31098.541016 Penalty: 1810.068481
	Iteration 2F: 3 clusters Score -31098.54 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -31238.326172 Penalty: 1810.068481
	Iteration 3F: 3 clusters Score -31238.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -31293.177734 Penalty: 1810.068481
	Iteration 4Q: 3 clusters Score -31293.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -31336.548828 Penalty: 1810.068481
	Iteration 5Q: 3 clusters Score -31336.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -31383.416016 Penalty: 1810.068481
	Iteration 6Q: 3 clusters Score -31383.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -31388.515625 Penalty: 1810.068481
	Iteration 7Q: 3 clusters Score -31388.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -31400.212891 Penalty: 1810.068481
	Iteration 8Q: 3 clusters Score -31400.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -31400.212891 Penalty: 1810.068481
	Iteration 9F: 3 clusters Score -31400.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (22024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22024 members 
Entering Unmasked Estep 
Score: -2786593.250000 Penalty: 1487.983398
	Iteration 0F: 2 clusters Score -2786593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -2772219.500000 Penalty: 2975.966797
	Iteration 0F: 3 clusters Score -2772220 nChanged 9717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -2777387.750000 Penalty: 2975.966797
	Iteration 1F: 3 clusters Score -2777388 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -2777800.000000 Penalty: 2975.966797
	Iteration 2F: 3 clusters Score -2777800 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -2778133.250000 Penalty: 2975.966797
	Iteration 3Q: 3 clusters Score -2778133 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -2778516.500000 Penalty: 2975.966797
	Iteration 4Q: 3 clusters Score -2778516 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -2778882.250000 Penalty: 2975.966797
	Iteration 5Q: 3 clusters Score -2778882 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -2779293.750000 Penalty: 2975.966797
	Iteration 6Q: 3 clusters Score -2779294 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -2779765.500000 Penalty: 2975.966797
	Iteration 7Q: 3 clusters Score -2779766 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -2780402.000000 Penalty: 2975.966797
	Iteration 8F: 3 clusters Score -2780402 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -2781198.500000 Penalty: 2975.966797
	Iteration 9F: 3 clusters Score -2781198 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -2782064.250000 Penalty: 2975.966797
	Iteration 10F: 3 clusters Score -2782064 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -2782867.500000 Penalty: 2975.966797
	Iteration 11F: 3 clusters Score -2782868 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -2783696.000000 Penalty: 2975.966797
	Iteration 12Q: 3 clusters Score -2783696 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -2784302.750000 Penalty: 2975.966797
	Iteration 13Q: 3 clusters Score -2784303 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -2784762.500000 Penalty: 2975.966797
	Iteration 14Q: 3 clusters Score -2784762 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -2785058.000000 Penalty: 2975.966797
	Iteration 15Q: 3 clusters Score -2785058 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -2785246.500000 Penalty: 2975.966797
	Iteration 16Q: 3 clusters Score -2785246 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -2785358.750000 Penalty: 2975.966797
	Iteration 17Q: 3 clusters Score -2785359 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -2785449.750000 Penalty: 2975.966797
	Iteration 18Q: 3 clusters Score -2785450 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -2785516.750000 Penalty: 2975.966797
	Iteration 19Q: 3 clusters Score -2785517 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -2785561.750000 Penalty: 2975.966797
	Iteration 20F: 3 clusters Score -2785562 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -2785585.750000 Penalty: 2975.966797
	Iteration 21Q: 3 clusters Score -2785586 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -2785602.250000 Penalty: 2975.966797
	Iteration 22Q: 3 clusters Score -2785602 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -2785632.250000 Penalty: 2975.966797
	Iteration 23Q: 3 clusters Score -2785632 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -2785651.500000 Penalty: 2975.966797
	Iteration 24Q: 3 clusters Score -2785652 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -2785654.250000 Penalty: 2975.966797
	Iteration 25Q: 3 clusters Score -2785654 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -2785674.250000 Penalty: 2975.966797
	Iteration 26Q: 3 clusters Score -2785674 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -2785681.000000 Penalty: 2975.966797
	Iteration 27Q: 3 clusters Score -2785681 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
Score: -2785695.250000 Penalty: 2975.966797
	Iteration 28Q: 3 clusters Score -2785695 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -2785709.750000 Penalty: 2975.966797
	Iteration 29Q: 3 clusters Score -2785710 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -2785714.500000 Penalty: 2975.966797
	Iteration 30Q: 3 clusters Score -2785714 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -2785732.250000 Penalty: 2975.966797
	Iteration 31Q: 3 clusters Score -2785732 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -2785738.750000 Penalty: 2975.966797
	Iteration 32Q: 3 clusters Score -2785739 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -2785747.500000 Penalty: 2975.966797
	Iteration 33Q: 3 clusters Score -2785748 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -2785750.500000 Penalty: 2975.966797
	Iteration 34Q: 3 clusters Score -2785750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -2785756.000000 Penalty: 2975.966797
	Iteration 35Q: 3 clusters Score -2785756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 20638 members 
Entering Unmasked Estep 
Score: -2785760.500000 Penalty: 2975.966797
	Iteration 36Q: 3 clusters Score -2785760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -2785761.000000 Penalty: 2975.966797
	Iteration 37Q: 3 clusters Score -2785761 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -2785767.500000 Penalty: 2975.966797
	Iteration 38Q: 3 clusters Score -2785768 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 20674 members 
Entering Unmasked Estep 
Score: -2785772.750000 Penalty: 2975.966797
	Iteration 39Q: 3 clusters Score -2785773 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -2785772.750000 Penalty: 2975.966797
	Iteration 40F: 3 clusters Score -2785773 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 20694 members 
Entering Unmasked Estep 
Score: -2785779.000000 Penalty: 2975.966797
	Iteration 41Q: 3 clusters Score -2785779 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 20704 members 
Entering Unmasked Estep 
Score: -2785797.000000 Penalty: 2975.966797
	Iteration 42Q: 3 clusters Score -2785797 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -2785792.500000 Penalty: 2975.966797
	Iteration 43Q: 3 clusters Score -2785792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -2785795.000000 Penalty: 2975.966797
	Iteration 44Q: 3 clusters Score -2785795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -2785795.000000 Penalty: 2975.966797
	Iteration 45Q: 3 clusters Score -2785795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
Score: -2785801.250000 Penalty: 2975.966797
	Iteration 46Q: 3 clusters Score -2785801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -2785803.250000 Penalty: 2975.966797
	Iteration 47Q: 3 clusters Score -2785803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 20734 members 
Entering Unmasked Estep 
Score: -2785797.000000 Penalty: 2975.966797
	Iteration 48Q: 3 clusters Score -2785797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -2785799.000000 Penalty: 2975.966797
	Iteration 49Q: 3 clusters Score -2785799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
Score: -2785798.250000 Penalty: 2975.966797
	Iteration 50Q: 3 clusters Score -2785798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -2785803.500000 Penalty: 2975.966797
	Iteration 51Q: 3 clusters Score -2785804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -2785804.500000 Penalty: 2975.966797
	Iteration 52Q: 3 clusters Score -2785804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -2785810.250000 Penalty: 2975.966797
	Iteration 53Q: 3 clusters Score -2785810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -2785809.000000 Penalty: 2975.966797
	Iteration 54Q: 3 clusters Score -2785809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -2785810.250000 Penalty: 2975.966797
	Iteration 55Q: 3 clusters Score -2785810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
Score: -2785812.750000 Penalty: 2975.966797
	Iteration 56Q: 3 clusters Score -2785813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 20762 members 
Entering Unmasked Estep 
Score: -2785810.250000 Penalty: 2975.966797
	Iteration 57Q: 3 clusters Score -2785810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -2785811.000000 Penalty: 2975.966797
	Iteration 58Q: 3 clusters Score -2785811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 20769 members 
Entering Unmasked Estep 
Score: -2785816.500000 Penalty: 2975.966797
	Iteration 59Q: 3 clusters Score -2785816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -2785818.750000 Penalty: 2975.966797
	Iteration 60F: 3 clusters Score -2785819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 20777 members 
Entering Unmasked Estep 
Score: -2785817.750000 Penalty: 2975.966797
	Iteration 61Q: 3 clusters Score -2785818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -2785821.000000 Penalty: 2975.966797
	Iteration 62Q: 3 clusters Score -2785821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -2785821.750000 Penalty: 2975.966797
	Iteration 63Q: 3 clusters Score -2785822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 20788 members 
Entering Unmasked Estep 
Score: -2785817.000000 Penalty: 2975.966797
	Iteration 64Q: 3 clusters Score -2785817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -2785818.250000 Penalty: 2975.966797
	Iteration 65Q: 3 clusters Score -2785818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -2785818.750000 Penalty: 2975.966797
	Iteration 66Q: 3 clusters Score -2785819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -2785820.000000 Penalty: 2975.966797
	Iteration 67Q: 3 clusters Score -2785820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -2785820.500000 Penalty: 2975.966797
	Iteration 68Q: 3 clusters Score -2785820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -2785820.500000 Penalty: 2975.966797
	Iteration 69F: 3 clusters Score -2785820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (28391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28391 members 
Entering Unmasked Estep 
Score: -3482927.500000 Penalty: 1525.769531
	Iteration 0F: 2 clusters Score -3482928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -3464446.000000 Penalty: 3051.539062
	Iteration 0F: 3 clusters Score -3464446 nChanged 12694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -3471290.500000 Penalty: 3051.539062
	Iteration 1F: 3 clusters Score -3471290 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -3471782.500000 Penalty: 3051.539062
	Iteration 2Q: 3 clusters Score -3471782 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -3472214.500000 Penalty: 3051.539062
	Iteration 3Q: 3 clusters Score -3472214 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -3472690.750000 Penalty: 3051.539062
	Iteration 4Q: 3 clusters Score -3472691 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -3473175.750000 Penalty: 3051.539062
	Iteration 5Q: 3 clusters Score -3473176 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -3473778.750000 Penalty: 3051.539062
	Iteration 6Q: 3 clusters Score -3473779 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -3474470.000000 Penalty: 3051.539062
	Iteration 7Q: 3 clusters Score -3474470 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -3475256.750000 Penalty: 3051.539062
	Iteration 8Q: 3 clusters Score -3475257 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 19850 members 
Entering Unmasked Estep 
Score: -3476032.750000 Penalty: 3051.539062
	Iteration 9Q: 3 clusters Score -3476033 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
Score: -3476908.250000 Penalty: 3051.539062
	Iteration 10Q: 3 clusters Score -3476908 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -3477738.000000 Penalty: 3051.539062
	Iteration 11Q: 3 clusters Score -3477738 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 23122 members 
Entering Unmasked Estep 
Score: -3478540.250000 Penalty: 3051.539062
	Iteration 12Q: 3 clusters Score -3478540 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 24039 members 
Entering Unmasked Estep 
Score: -3479250.750000 Penalty: 3051.539062
	Iteration 13Q: 3 clusters Score -3479251 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -3479842.500000 Penalty: 3051.539062
	Iteration 14Q: 3 clusters Score -3479842 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 25439 members 
Entering Unmasked Estep 
Score: -3480267.000000 Penalty: 3051.539062
	Iteration 15Q: 3 clusters Score -3480267 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 25944 members 
Entering Unmasked Estep 
Score: -3480609.500000 Penalty: 3051.539062
	Iteration 16Q: 3 clusters Score -3480610 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 26349 members 
Entering Unmasked Estep 
Score: -3480898.750000 Penalty: 3051.539062
	Iteration 17Q: 3 clusters Score -3480899 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 26686 members 
Entering Unmasked Estep 
Score: -3481119.000000 Penalty: 3051.539062
	Iteration 18Q: 3 clusters Score -3481119 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 26939 members 
Entering Unmasked Estep 
Score: -3481276.750000 Penalty: 3051.539062
	Iteration 19Q: 3 clusters Score -3481277 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 27132 members 
Entering Unmasked Estep 
Score: -3481398.000000 Penalty: 3051.539062
	Iteration 20F: 3 clusters Score -3481398 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 27276 members 
Entering Unmasked Estep 
Score: -3481500.250000 Penalty: 3051.539062
	Iteration 21Q: 3 clusters Score -3481500 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 27382 members 
Entering Unmasked Estep 
Score: -3481581.750000 Penalty: 3051.539062
	Iteration 22Q: 3 clusters Score -3481582 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 27460 members 
Entering Unmasked Estep 
Score: -3481652.500000 Penalty: 3051.539062
	Iteration 23Q: 3 clusters Score -3481652 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 27517 members 
Entering Unmasked Estep 
Score: -3481688.000000 Penalty: 3051.539062
	Iteration 24Q: 3 clusters Score -3481688 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 27562 members 
Entering Unmasked Estep 
Score: -3481719.250000 Penalty: 3051.539062
	Iteration 25Q: 3 clusters Score -3481719 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 27594 members 
Entering Unmasked Estep 
Score: -3481735.250000 Penalty: 3051.539062
	Iteration 26Q: 3 clusters Score -3481735 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 27613 members 
Entering Unmasked Estep 
Score: -3481750.750000 Penalty: 3051.539062
	Iteration 27Q: 3 clusters Score -3481751 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 27625 members 
Entering Unmasked Estep 
Score: -3481756.250000 Penalty: 3051.539062
	Iteration 28Q: 3 clusters Score -3481756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 27634 members 
Entering Unmasked Estep 
Score: -3481763.500000 Penalty: 3051.539062
	Iteration 29Q: 3 clusters Score -3481764 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 27645 members 
Entering Unmasked Estep 
Score: -3481775.000000 Penalty: 3051.539062
	Iteration 30Q: 3 clusters Score -3481775 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 27651 members 
Entering Unmasked Estep 
Score: -3481783.250000 Penalty: 3051.539062
	Iteration 31Q: 3 clusters Score -3481783 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 27660 members 
Entering Unmasked Estep 
Score: -3481793.500000 Penalty: 3051.539062
	Iteration 32Q: 3 clusters Score -3481794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 27669 members 
Entering Unmasked Estep 
Score: -3481798.000000 Penalty: 3051.539062
	Iteration 33Q: 3 clusters Score -3481798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 27674 members 
Entering Unmasked Estep 
Score: -3481798.500000 Penalty: 3051.539062
	Iteration 34Q: 3 clusters Score -3481798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 27677 members 
Entering Unmasked Estep 
Score: -3481805.500000 Penalty: 3051.539062
	Iteration 35Q: 3 clusters Score -3481806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 27682 members 
Entering Unmasked Estep 
Score: -3481808.750000 Penalty: 3051.539062
	Iteration 36Q: 3 clusters Score -3481809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 27688 members 
Entering Unmasked Estep 
Score: -3481814.000000 Penalty: 3051.539062
	Iteration 37Q: 3 clusters Score -3481814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 27691 members 
Entering Unmasked Estep 
Score: -3481819.500000 Penalty: 3051.539062
	Iteration 38Q: 3 clusters Score -3481820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 27697 members 
Entering Unmasked Estep 
Score: -3481820.500000 Penalty: 3051.539062
	Iteration 39Q: 3 clusters Score -3481820 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 27708 members 
Entering Unmasked Estep 
Score: -3481831.500000 Penalty: 3051.539062
	Iteration 40F: 3 clusters Score -3481832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 27715 members 
Entering Unmasked Estep 
Score: -3481834.250000 Penalty: 3051.539062
	Iteration 41Q: 3 clusters Score -3481834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 27721 members 
Entering Unmasked Estep 
Score: -3481842.250000 Penalty: 3051.539062
	Iteration 42Q: 3 clusters Score -3481842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 27723 members 
Entering Unmasked Estep 
Score: -3481841.750000 Penalty: 3051.539062
	Iteration 43Q: 3 clusters Score -3481842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 27724 members 
Entering Unmasked Estep 
Score: -3481845.250000 Penalty: 3051.539062
	Iteration 44Q: 3 clusters Score -3481845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -3481841.000000 Penalty: 3051.539062
	Iteration 45Q: 3 clusters Score -3481841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 27727 members 
Entering Unmasked Estep 
Score: -3481842.750000 Penalty: 3051.539062
	Iteration 46Q: 3 clusters Score -3481843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 27729 members 
Entering Unmasked Estep 
Score: -3481843.250000 Penalty: 3051.539062
	Iteration 47Q: 3 clusters Score -3481843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 27728 members 
Entering Unmasked Estep 
Score: -3481847.000000 Penalty: 3051.539062
	Iteration 48Q: 3 clusters Score -3481847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 27728 members 
Entering Unmasked Estep 
Score: -3481849.500000 Penalty: 3051.539062
	Iteration 49Q: 3 clusters Score -3481850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 27731 members 
Entering Unmasked Estep 
Score: -3481848.500000 Penalty: 3051.539062
	Iteration 50Q: 3 clusters Score -3481848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 27732 members 
Entering Unmasked Estep 
Score: -3481850.750000 Penalty: 3051.539062
	Iteration 51Q: 3 clusters Score -3481851 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 27732 members 
Entering Unmasked Estep 
Score: -3481850.750000 Penalty: 3051.539062
	Iteration 52F: 3 clusters Score -3481851 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (42848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42848 members 
Entering Unmasked Estep 
Score: -5268814.500000 Penalty: 1587.013672
	Iteration 0F: 2 clusters Score -5268814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -5241228.500000 Penalty: 3174.027344
	Iteration 0F: 3 clusters Score -5241228 nChanged 19514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22936 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
Score: -5252275.000000 Penalty: 3174.027344
	Iteration 1F: 3 clusters Score -5252275 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -5253137.000000 Penalty: 3174.027344
	Iteration 2F: 3 clusters Score -5253137 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25106 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -5254187.000000 Penalty: 3174.027344
	Iteration 3F: 3 clusters Score -5254187 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26804 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -5255453.500000 Penalty: 3174.027344
	Iteration 4F: 3 clusters Score -5255454 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28931 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -5256990.000000 Penalty: 3174.027344
	Iteration 5F: 3 clusters Score -5256990 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31507 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -5258987.000000 Penalty: 3174.027344
	Iteration 6F: 3 clusters Score -5258987 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34223 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -5261171.500000 Penalty: 3174.027344
	Iteration 7F: 3 clusters Score -5261172 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36811 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -5263381.500000 Penalty: 3174.027344
	Iteration 8F: 3 clusters Score -5263382 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38861 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -5265088.000000 Penalty: 3174.027344
	Iteration 9Q: 3 clusters Score -5265088 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40192 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -5266211.500000 Penalty: 3174.027344
	Iteration 10Q: 3 clusters Score -5266212 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40997 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -5266869.500000 Penalty: 3174.027344
	Iteration 11Q: 3 clusters Score -5266870 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41446 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -5267243.500000 Penalty: 3174.027344
	Iteration 12Q: 3 clusters Score -5267244 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41706 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -5267463.000000 Penalty: 3174.027344
	Iteration 13Q: 3 clusters Score -5267463 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41841 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -5267604.000000 Penalty: 3174.027344
	Iteration 14Q: 3 clusters Score -5267604 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41916 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -5267694.500000 Penalty: 3174.027344
	Iteration 15Q: 3 clusters Score -5267694 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41959 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -5267743.000000 Penalty: 3174.027344
	Iteration 16Q: 3 clusters Score -5267743 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41992 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -5267778.500000 Penalty: 3174.027344
	Iteration 17Q: 3 clusters Score -5267778 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42018 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -5267805.000000 Penalty: 3174.027344
	Iteration 18Q: 3 clusters Score -5267805 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42032 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -5267817.500000 Penalty: 3174.027344
	Iteration 19Q: 3 clusters Score -5267818 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42038 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -5267826.500000 Penalty: 3174.027344
	Iteration 20F: 3 clusters Score -5267826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42043 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -5267832.500000 Penalty: 3174.027344
	Iteration 21Q: 3 clusters Score -5267832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42042 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -5267837.000000 Penalty: 3174.027344
	Iteration 22Q: 3 clusters Score -5267837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42042 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -5267840.500000 Penalty: 3174.027344
	Iteration 23Q: 3 clusters Score -5267840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42049 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -5267848.500000 Penalty: 3174.027344
	Iteration 24Q: 3 clusters Score -5267848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42052 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -5267850.000000 Penalty: 3174.027344
	Iteration 25Q: 3 clusters Score -5267850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42052 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -5267853.000000 Penalty: 3174.027344
	Iteration 26Q: 3 clusters Score -5267853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42055 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -5267852.500000 Penalty: 3174.027344
	Iteration 27Q: 3 clusters Score -5267852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42056 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -5267849.500000 Penalty: 3174.027344
	Iteration 28Q: 3 clusters Score -5267850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42057 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -5267851.000000 Penalty: 3174.027344
	Iteration 29Q: 3 clusters Score -5267851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42059 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -5267851.500000 Penalty: 3174.027344
	Iteration 30Q: 3 clusters Score -5267852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42063 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -5267862.000000 Penalty: 3174.027344
	Iteration 31Q: 3 clusters Score -5267862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42067 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -5267866.000000 Penalty: 3174.027344
	Iteration 32Q: 3 clusters Score -5267866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42068 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -5267861.500000 Penalty: 3174.027344
	Iteration 33Q: 3 clusters Score -5267862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42071 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -5267867.000000 Penalty: 3174.027344
	Iteration 34Q: 3 clusters Score -5267867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42073 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -5267868.500000 Penalty: 3174.027344
	Iteration 35Q: 3 clusters Score -5267868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42077 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -5267875.000000 Penalty: 3174.027344
	Iteration 36Q: 3 clusters Score -5267875 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42077 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -5267878.000000 Penalty: 3174.027344
	Iteration 37Q: 3 clusters Score -5267878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42078 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -5267877.000000 Penalty: 3174.027344
	Iteration 38Q: 3 clusters Score -5267877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42081 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -5267883.000000 Penalty: 3174.027344
	Iteration 39Q: 3 clusters Score -5267883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42083 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -5267887.000000 Penalty: 3174.027344
	Iteration 40F: 3 clusters Score -5267887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42086 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -5267882.000000 Penalty: 3174.027344
	Iteration 41Q: 3 clusters Score -5267882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42085 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -5267886.000000 Penalty: 3174.027344
	Iteration 42Q: 3 clusters Score -5267886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42082 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -5267883.500000 Penalty: 3174.027344
	Iteration 43Q: 3 clusters Score -5267884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42083 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -5267884.000000 Penalty: 3174.027344
	Iteration 44Q: 3 clusters Score -5267884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42084 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -5267887.500000 Penalty: 3174.027344
	Iteration 45Q: 3 clusters Score -5267888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42084 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -5267887.500000 Penalty: 3174.027344
	Iteration 46Q: 3 clusters Score -5267888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42083 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -5267890.500000 Penalty: 3174.027344
	Iteration 47Q: 3 clusters Score -5267890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42085 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -5267891.500000 Penalty: 3174.027344
	Iteration 48Q: 3 clusters Score -5267892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42086 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -5267888.000000 Penalty: 3174.027344
	Iteration 49Q: 3 clusters Score -5267888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42087 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -5267890.500000 Penalty: 3174.027344
	Iteration 50Q: 3 clusters Score -5267890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42086 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -5267890.500000 Penalty: 3174.027344
	Iteration 51Q: 3 clusters Score -5267890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42086 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -5267890.500000 Penalty: 3174.027344
	Iteration 52F: 3 clusters Score -5267890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (32905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32905 members 
Entering Unmasked Estep 
Score: -4119779.500000 Penalty: 1547.725342
	Iteration 0F: 2 clusters Score -4119780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -4098434.500000 Penalty: 3095.450684
	Iteration 0F: 3 clusters Score -4098434 nChanged 14891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -4106583.000000 Penalty: 3095.450684
	Iteration 1F: 3 clusters Score -4106583 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -4107016.500000 Penalty: 3095.450684
	Iteration 2Q: 3 clusters Score -4107016 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -4107399.000000 Penalty: 3095.450684
	Iteration 3Q: 3 clusters Score -4107399 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -4107778.250000 Penalty: 3095.450684
	Iteration 4Q: 3 clusters Score -4107778 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18947 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -4108168.000000 Penalty: 3095.450684
	Iteration 5Q: 3 clusters Score -4108168 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -4108621.500000 Penalty: 3095.450684
	Iteration 6Q: 3 clusters Score -4108622 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -4109209.750000 Penalty: 3095.450684
	Iteration 7Q: 3 clusters Score -4109210 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22418 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -4110036.500000 Penalty: 3095.450684
	Iteration 8Q: 3 clusters Score -4110036 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24344 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -4111338.750000 Penalty: 3095.450684
	Iteration 9F: 3 clusters Score -4111339 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26565 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -4113089.250000 Penalty: 3095.450684
	Iteration 10F: 3 clusters Score -4113089 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28751 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -4114942.750000 Penalty: 3095.450684
	Iteration 11F: 3 clusters Score -4114943 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30556 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -4116558.000000 Penalty: 3095.450684
	Iteration 12F: 3 clusters Score -4116558 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31666 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -4117542.750000 Penalty: 3095.450684
	Iteration 13Q: 3 clusters Score -4117543 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32209 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -4118043.250000 Penalty: 3095.450684
	Iteration 14Q: 3 clusters Score -4118043 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32427 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -4118256.000000 Penalty: 3095.450684
	Iteration 15Q: 3 clusters Score -4118256 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32522 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -4118365.500000 Penalty: 3095.450684
	Iteration 16Q: 3 clusters Score -4118366 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32572 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -4118425.750000 Penalty: 3095.450684
	Iteration 17Q: 3 clusters Score -4118426 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32595 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -4118458.750000 Penalty: 3095.450684
	Iteration 18Q: 3 clusters Score -4118459 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32604 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -4118473.500000 Penalty: 3095.450684
	Iteration 19Q: 3 clusters Score -4118474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32614 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -4118487.500000 Penalty: 3095.450684
	Iteration 20F: 3 clusters Score -4118488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32623 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -4118502.750000 Penalty: 3095.450684
	Iteration 21Q: 3 clusters Score -4118503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32623 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -4118505.000000 Penalty: 3095.450684
	Iteration 22Q: 3 clusters Score -4118505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32624 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -4118510.000000 Penalty: 3095.450684
	Iteration 23Q: 3 clusters Score -4118510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32628 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -4118515.500000 Penalty: 3095.450684
	Iteration 24Q: 3 clusters Score -4118516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32631 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -4118515.000000 Penalty: 3095.450684
	Iteration 25Q: 3 clusters Score -4118515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32633 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -4118523.000000 Penalty: 3095.450684
	Iteration 26Q: 3 clusters Score -4118523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32634 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -4118521.000000 Penalty: 3095.450684
	Iteration 27Q: 3 clusters Score -4118521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32635 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -4118524.000000 Penalty: 3095.450684
	Iteration 28Q: 3 clusters Score -4118524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32635 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -4118524.000000 Penalty: 3095.450684
	Iteration 29F: 3 clusters Score -4118524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Entering Unmasked Estep 
Score: -189218.250000 Penalty: 1101.847290
	Iteration 0F: 2 clusters Score -189218.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -187567.890625 Penalty: 2203.694580
	Iteration 0F: 3 clusters Score -187567.9 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -187936.609375 Penalty: 2203.694580
	Iteration 1F: 3 clusters Score -187936.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -188079.718750 Penalty: 2203.694580
	Iteration 2F: 3 clusters Score -188079.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -188163.656250 Penalty: 2203.694580
	Iteration 3Q: 3 clusters Score -188163.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -188229.328125 Penalty: 2203.694580
	Iteration 4Q: 3 clusters Score -188229.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -188278.921875 Penalty: 2203.694580
	Iteration 5Q: 3 clusters Score -188278.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -188326.968750 Penalty: 2203.694580
	Iteration 6Q: 3 clusters Score -188327 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -188362.656250 Penalty: 2203.694580
	Iteration 7Q: 3 clusters Score -188362.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -188395.843750 Penalty: 2203.694580
	Iteration 8Q: 3 clusters Score -188395.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -188433.375000 Penalty: 2203.694580
	Iteration 9Q: 3 clusters Score -188433.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -188458.359375 Penalty: 2203.694580
	Iteration 10Q: 3 clusters Score -188458.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -188481.312500 Penalty: 2203.694580
	Iteration 11Q: 3 clusters Score -188481.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -188504.671875 Penalty: 2203.694580
	Iteration 12Q: 3 clusters Score -188504.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -188522.546875 Penalty: 2203.694580
	Iteration 13Q: 3 clusters Score -188522.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -188532.515625 Penalty: 2203.694580
	Iteration 14Q: 3 clusters Score -188532.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -188540.171875 Penalty: 2203.694580
	Iteration 15Q: 3 clusters Score -188540.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -188547.500000 Penalty: 2203.694580
	Iteration 16Q: 3 clusters Score -188547.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -188551.484375 Penalty: 2203.694580
	Iteration 17Q: 3 clusters Score -188551.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -188552.937500 Penalty: 2203.694580
	Iteration 18Q: 3 clusters Score -188552.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -188556.953125 Penalty: 2203.694580
	Iteration 19Q: 3 clusters Score -188557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -188558.187500 Penalty: 2203.694580
	Iteration 20F: 3 clusters Score -188558.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (89773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89773 members 
Entering Unmasked Estep 
Score: -11253128.000000 Penalty: 1697.069946
	Iteration 0F: 2 clusters Score -1.125313e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45179 members 
Mstep: Class 2 contains 44594 members 
Entering Unmasked Estep 
Score: -11206544.000000 Penalty: 3394.139893
	Iteration 0F: 3 clusters Score -1.120654e+07 nChanged 42307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48554 members 
Mstep: Class 2 contains 41219 members 
Entering Unmasked Estep 
Score: -11230829.000000 Penalty: 3394.139893
	Iteration 1F: 3 clusters Score -1.123083e+07 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50531 members 
Mstep: Class 2 contains 39242 members 
Entering Unmasked Estep 
Score: -11231891.000000 Penalty: 3394.139893
	Iteration 2Q: 3 clusters Score -1.123189e+07 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53024 members 
Mstep: Class 2 contains 36749 members 
Entering Unmasked Estep 
Score: -11233040.000000 Penalty: 3394.139893
	Iteration 3Q: 3 clusters Score -1.123304e+07 nChanged 4482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56250 members 
Mstep: Class 2 contains 33523 members 
Entering Unmasked Estep 
Score: -11234499.000000 Penalty: 3394.139893
	Iteration 4Q: 3 clusters Score -1.12345e+07 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60110 members 
Mstep: Class 2 contains 29663 members 
Entering Unmasked Estep 
Score: -11236519.000000 Penalty: 3394.139893
	Iteration 5F: 3 clusters Score -1.123652e+07 nChanged 5317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64631 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
Score: -11239206.000000 Penalty: 3394.139893
	Iteration 6F: 3 clusters Score -1.123921e+07 nChanged 5220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69179 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -11242254.000000 Penalty: 3394.139893
	Iteration 7F: 3 clusters Score -1.124225e+07 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73308 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -11245114.000000 Penalty: 3394.139893
	Iteration 8F: 3 clusters Score -1.124511e+07 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76659 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -11247084.000000 Penalty: 3394.139893
	Iteration 9Q: 3 clusters Score -1.124708e+07 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79142 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -11248450.000000 Penalty: 3394.139893
	Iteration 10Q: 3 clusters Score -1.124845e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81155 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -11249325.000000 Penalty: 3394.139893
	Iteration 11Q: 3 clusters Score -1.124932e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82723 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -11249940.000000 Penalty: 3394.139893
	Iteration 12Q: 3 clusters Score -1.124994e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83968 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -11250418.000000 Penalty: 3394.139893
	Iteration 13Q: 3 clusters Score -1.125042e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84998 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -11250627.000000 Penalty: 3394.139893
	Iteration 14Q: 3 clusters Score -1.125063e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85831 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -11250898.000000 Penalty: 3394.139893
	Iteration 15Q: 3 clusters Score -1.12509e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86511 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -11251085.000000 Penalty: 3394.139893
	Iteration 16Q: 3 clusters Score -1.125108e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87023 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -11251220.000000 Penalty: 3394.139893
	Iteration 17Q: 3 clusters Score -1.125122e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87435 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -11251332.000000 Penalty: 3394.139893
	Iteration 18Q: 3 clusters Score -1.125133e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87727 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -11251416.000000 Penalty: 3394.139893
	Iteration 19Q: 3 clusters Score -1.125142e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87941 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -11251431.000000 Penalty: 3394.139893
	Iteration 20F: 3 clusters Score -1.125143e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88112 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -11251500.000000 Penalty: 3394.139893
	Iteration 21Q: 3 clusters Score -1.12515e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88262 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -11251549.000000 Penalty: 3394.139893
	Iteration 22Q: 3 clusters Score -1.125155e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88394 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -11251604.000000 Penalty: 3394.139893
	Iteration 23Q: 3 clusters Score -1.12516e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88501 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -11251654.000000 Penalty: 3394.139893
	Iteration 24Q: 3 clusters Score -1.125165e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88576 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -11251708.000000 Penalty: 3394.139893
	Iteration 25Q: 3 clusters Score -1.125171e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88648 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -11251737.000000 Penalty: 3394.139893
	Iteration 26Q: 3 clusters Score -1.125174e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88703 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -11251774.000000 Penalty: 3394.139893
	Iteration 27Q: 3 clusters Score -1.125177e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88742 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -11251774.000000 Penalty: 3394.139893
	Iteration 28Q: 3 clusters Score -1.125177e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88764 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -11251816.000000 Penalty: 3394.139893
	Iteration 29Q: 3 clusters Score -1.125182e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88784 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -11251824.000000 Penalty: 3394.139893
	Iteration 30Q: 3 clusters Score -1.125182e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88805 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -11251833.000000 Penalty: 3394.139893
	Iteration 31Q: 3 clusters Score -1.125183e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88829 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -11251854.000000 Penalty: 3394.139893
	Iteration 32Q: 3 clusters Score -1.125185e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88846 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -11251870.000000 Penalty: 3394.139893
	Iteration 33Q: 3 clusters Score -1.125187e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88866 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -11251865.000000 Penalty: 3394.139893
	Iteration 34Q: 3 clusters Score -1.125186e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88879 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -11251882.000000 Penalty: 3394.139893
	Iteration 35Q: 3 clusters Score -1.125188e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88891 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -11251896.000000 Penalty: 3394.139893
	Iteration 36Q: 3 clusters Score -1.12519e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88905 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -11251890.000000 Penalty: 3394.139893
	Iteration 37Q: 3 clusters Score -1.125189e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88913 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -11251900.000000 Penalty: 3394.139893
	Iteration 38Q: 3 clusters Score -1.12519e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88918 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -11251901.000000 Penalty: 3394.139893
	Iteration 39Q: 3 clusters Score -1.12519e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88923 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -11251911.000000 Penalty: 3394.139893
	Iteration 40F: 3 clusters Score -1.125191e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88930 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -11251923.000000 Penalty: 3394.139893
	Iteration 41Q: 3 clusters Score -1.125192e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88935 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -11251913.000000 Penalty: 3394.139893
	Iteration 42Q: 3 clusters Score -1.125191e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88937 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -11251915.000000 Penalty: 3394.139893
	Iteration 43Q: 3 clusters Score -1.125192e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88939 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -11251928.000000 Penalty: 3394.139893
	Iteration 44Q: 3 clusters Score -1.125193e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88942 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -11251926.000000 Penalty: 3394.139893
	Iteration 45Q: 3 clusters Score -1.125193e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88943 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -11251935.000000 Penalty: 3394.139893
	Iteration 46Q: 3 clusters Score -1.125194e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88945 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -11251929.000000 Penalty: 3394.139893
	Iteration 47Q: 3 clusters Score -1.125193e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88946 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -11251930.000000 Penalty: 3394.139893
	Iteration 48Q: 3 clusters Score -1.125193e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88947 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -11251931.000000 Penalty: 3394.139893
	Iteration 49Q: 3 clusters Score -1.125193e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88949 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -11251942.000000 Penalty: 3394.139893
	Iteration 50Q: 3 clusters Score -1.125194e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88950 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -11251936.000000 Penalty: 3394.139893
	Iteration 51Q: 3 clusters Score -1.125194e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88952 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -11251939.000000 Penalty: 3394.139893
	Iteration 52Q: 3 clusters Score -1.125194e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88953 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -11251936.000000 Penalty: 3394.139893
	Iteration 53Q: 3 clusters Score -1.125194e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88955 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -11251939.000000 Penalty: 3394.139893
	Iteration 54Q: 3 clusters Score -1.125194e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88957 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -11251943.000000 Penalty: 3394.139893
	Iteration 55Q: 3 clusters Score -1.125194e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88956 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -11251943.000000 Penalty: 3394.139893
	Iteration 56Q: 3 clusters Score -1.125194e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88957 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -11251939.000000 Penalty: 3394.139893
	Iteration 57Q: 3 clusters Score -1.125194e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88958 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -11251945.000000 Penalty: 3394.139893
	Iteration 58Q: 3 clusters Score -1.125194e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88962 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -11251952.000000 Penalty: 3394.139893
	Iteration 59Q: 3 clusters Score -1.125195e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88966 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -11251949.000000 Penalty: 3394.139893
	Iteration 60F: 3 clusters Score -1.125195e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88968 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -11251951.000000 Penalty: 3394.139893
	Iteration 61Q: 3 clusters Score -1.125195e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88973 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -11251960.000000 Penalty: 3394.139893
	Iteration 62Q: 3 clusters Score -1.125196e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88979 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -11251951.000000 Penalty: 3394.139893
	Iteration 63Q: 3 clusters Score -1.125195e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88979 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -11251951.000000 Penalty: 3394.139893
	Iteration 64Q: 3 clusters Score -1.125195e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88981 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -11251955.000000 Penalty: 3394.139893
	Iteration 65Q: 3 clusters Score -1.125196e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88983 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -11251954.000000 Penalty: 3394.139893
	Iteration 66Q: 3 clusters Score -1.125195e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88983 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -11251951.000000 Penalty: 3394.139893
	Iteration 67Q: 3 clusters Score -1.125195e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88983 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -11251951.000000 Penalty: 3394.139893
	Iteration 68F: 3 clusters Score -1.125195e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Entering Unmasked Estep 
Score: -1194679.625000 Penalty: 1367.340576
	Iteration 0F: 2 clusters Score -1194680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1188099.375000 Penalty: 2734.681152
	Iteration 0F: 3 clusters Score -1188099 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1190238.125000 Penalty: 2734.681152
	Iteration 1F: 3 clusters Score -1190238 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1190509.750000 Penalty: 2734.681152
	Iteration 2F: 3 clusters Score -1190510 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1190702.125000 Penalty: 2734.681152
	Iteration 3Q: 3 clusters Score -1190702 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1190823.250000 Penalty: 2734.681152
	Iteration 4Q: 3 clusters Score -1190823 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1190907.000000 Penalty: 2734.681152
	Iteration 5Q: 3 clusters Score -1190907 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1190995.125000 Penalty: 2734.681152
	Iteration 6Q: 3 clusters Score -1190995 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1191072.250000 Penalty: 2734.681152
	Iteration 7Q: 3 clusters Score -1191072 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1191129.625000 Penalty: 2734.681152
	Iteration 8Q: 3 clusters Score -1191130 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1191187.375000 Penalty: 2734.681152
	Iteration 9Q: 3 clusters Score -1191187 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1191257.625000 Penalty: 2734.681152
	Iteration 10Q: 3 clusters Score -1191258 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1191324.000000 Penalty: 2734.681152
	Iteration 11Q: 3 clusters Score -1191324 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1191409.750000 Penalty: 2734.681152
	Iteration 12Q: 3 clusters Score -1191410 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1191517.000000 Penalty: 2734.681152
	Iteration 13Q: 3 clusters Score -1191517 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1191627.500000 Penalty: 2734.681152
	Iteration 14Q: 3 clusters Score -1191628 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1191755.625000 Penalty: 2734.681152
	Iteration 15Q: 3 clusters Score -1191756 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1191904.375000 Penalty: 2734.681152
	Iteration 16Q: 3 clusters Score -1191904 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1192068.500000 Penalty: 2734.681152
	Iteration 17Q: 3 clusters Score -1192068 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1192242.875000 Penalty: 2734.681152
	Iteration 18Q: 3 clusters Score -1192243 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1192432.875000 Penalty: 2734.681152
	Iteration 19Q: 3 clusters Score -1192433 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1192629.625000 Penalty: 2734.681152
	Iteration 20F: 3 clusters Score -1192630 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1192819.250000 Penalty: 2734.681152
	Iteration 21Q: 3 clusters Score -1192819 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1192991.125000 Penalty: 2734.681152
	Iteration 22Q: 3 clusters Score -1192991 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1193114.750000 Penalty: 2734.681152
	Iteration 23Q: 3 clusters Score -1193115 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1193224.250000 Penalty: 2734.681152
	Iteration 24Q: 3 clusters Score -1193224 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1193313.500000 Penalty: 2734.681152
	Iteration 25Q: 3 clusters Score -1193314 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1193385.375000 Penalty: 2734.681152
	Iteration 26Q: 3 clusters Score -1193385 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1193428.000000 Penalty: 2734.681152
	Iteration 27Q: 3 clusters Score -1193428 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1193472.375000 Penalty: 2734.681152
	Iteration 28Q: 3 clusters Score -1193472 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1193509.250000 Penalty: 2734.681152
	Iteration 29Q: 3 clusters Score -1193509 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1193540.000000 Penalty: 2734.681152
	Iteration 30Q: 3 clusters Score -1193540 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1193567.250000 Penalty: 2734.681152
	Iteration 31Q: 3 clusters Score -1193567 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1193585.375000 Penalty: 2734.681152
	Iteration 32Q: 3 clusters Score -1193585 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1193591.250000 Penalty: 2734.681152
	Iteration 33Q: 3 clusters Score -1193591 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1193598.625000 Penalty: 2734.681152
	Iteration 34Q: 3 clusters Score -1193599 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1193609.500000 Penalty: 2734.681152
	Iteration 35Q: 3 clusters Score -1193610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1193616.250000 Penalty: 2734.681152
	Iteration 36Q: 3 clusters Score -1193616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1193622.875000 Penalty: 2734.681152
	Iteration 37Q: 3 clusters Score -1193623 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1193629.625000 Penalty: 2734.681152
	Iteration 38Q: 3 clusters Score -1193630 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1193637.375000 Penalty: 2734.681152
	Iteration 39Q: 3 clusters Score -1193637 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1193643.500000 Penalty: 2734.681152
	Iteration 40F: 3 clusters Score -1193644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1193653.750000 Penalty: 2734.681152
	Iteration 41Q: 3 clusters Score -1193654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1193663.375000 Penalty: 2734.681152
	Iteration 42Q: 3 clusters Score -1193663 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1193678.500000 Penalty: 2734.681152
	Iteration 43Q: 3 clusters Score -1193678 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1193696.375000 Penalty: 2734.681152
	Iteration 44Q: 3 clusters Score -1193696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1193706.375000 Penalty: 2734.681152
	Iteration 45Q: 3 clusters Score -1193706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1193708.375000 Penalty: 2734.681152
	Iteration 46Q: 3 clusters Score -1193708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1193714.875000 Penalty: 2734.681152
	Iteration 47Q: 3 clusters Score -1193715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1193718.000000 Penalty: 2734.681152
	Iteration 48Q: 3 clusters Score -1193718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1193722.375000 Penalty: 2734.681152
	Iteration 49Q: 3 clusters Score -1193722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1193732.125000 Penalty: 2734.681152
	Iteration 50Q: 3 clusters Score -1193732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1193734.000000 Penalty: 2734.681152
	Iteration 51Q: 3 clusters Score -1193734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1193734.875000 Penalty: 2734.681152
	Iteration 52Q: 3 clusters Score -1193735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1193734.875000 Penalty: 2734.681152
	Iteration 53F: 3 clusters Score -1193735 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Entering Unmasked Estep 
Score: -47939.089844 Penalty: 902.636902
	Iteration 0F: 2 clusters Score -47939.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -47109.230469 Penalty: 1805.273804
	Iteration 0F: 3 clusters Score -47109.23 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -47279.097656 Penalty: 1805.273804
	Iteration 1F: 3 clusters Score -47279.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -47390.093750 Penalty: 1805.273804
	Iteration 2F: 3 clusters Score -47390.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -47487.867188 Penalty: 1805.273804
	Iteration 3Q: 3 clusters Score -47487.87 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -47632.671875 Penalty: 1805.273804
	Iteration 4Q: 3 clusters Score -47632.67 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -47705.679688 Penalty: 1805.273804
	Iteration 5Q: 3 clusters Score -47705.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -47745.804688 Penalty: 1805.273804
	Iteration 6Q: 3 clusters Score -47745.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -47783.085938 Penalty: 1805.273804
	Iteration 7Q: 3 clusters Score -47783.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -47819.253906 Penalty: 1805.273804
	Iteration 8Q: 3 clusters Score -47819.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -47834.519531 Penalty: 1805.273804
	Iteration 9Q: 3 clusters Score -47834.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -47847.613281 Penalty: 1805.273804
	Iteration 10Q: 3 clusters Score -47847.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -47856.964844 Penalty: 1805.273804
	Iteration 11Q: 3 clusters Score -47856.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -47859.984375 Penalty: 1805.273804
	Iteration 12Q: 3 clusters Score -47859.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -47868.261719 Penalty: 1805.273804
	Iteration 13Q: 3 clusters Score -47868.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -47881.593750 Penalty: 1805.273804
	Iteration 14Q: 3 clusters Score -47881.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -47892.550781 Penalty: 1805.273804
	Iteration 15Q: 3 clusters Score -47892.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -47903.027344 Penalty: 1805.273804
	Iteration 16Q: 3 clusters Score -47903.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -47905.769531 Penalty: 1805.273804
	Iteration 17Q: 3 clusters Score -47905.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -47907.117188 Penalty: 1805.273804
	Iteration 18Q: 3 clusters Score -47907.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -47909.988281 Penalty: 1805.273804
	Iteration 19Q: 3 clusters Score -47909.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -47909.988281 Penalty: 1805.273804
	Iteration 20F: 3 clusters Score -47909.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Entering Unmasked Estep 
Score: -730838.750000 Penalty: 1288.826294
	Iteration 0F: 2 clusters Score -730838.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -726713.562500 Penalty: 2577.652588
	Iteration 0F: 3 clusters Score -726713.6 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -727941.750000 Penalty: 2577.652588
	Iteration 1F: 3 clusters Score -727941.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -728159.625000 Penalty: 2577.652588
	Iteration 2F: 3 clusters Score -728159.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -728276.937500 Penalty: 2577.652588
	Iteration 3Q: 3 clusters Score -728276.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -728355.937500 Penalty: 2577.652588
	Iteration 4Q: 3 clusters Score -728355.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -728412.000000 Penalty: 2577.652588
	Iteration 5Q: 3 clusters Score -728412 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -728460.125000 Penalty: 2577.652588
	Iteration 6Q: 3 clusters Score -728460.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -728505.000000 Penalty: 2577.652588
	Iteration 7Q: 3 clusters Score -728505 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -728537.062500 Penalty: 2577.652588
	Iteration 8Q: 3 clusters Score -728537.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -728562.687500 Penalty: 2577.652588
	Iteration 9Q: 3 clusters Score -728562.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -728580.000000 Penalty: 2577.652588
	Iteration 10Q: 3 clusters Score -728580 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -728594.375000 Penalty: 2577.652588
	Iteration 11Q: 3 clusters Score -728594.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -728605.812500 Penalty: 2577.652588
	Iteration 12Q: 3 clusters Score -728605.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -728613.625000 Penalty: 2577.652588
	Iteration 13Q: 3 clusters Score -728613.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -728618.312500 Penalty: 2577.652588
	Iteration 14Q: 3 clusters Score -728618.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -728625.437500 Penalty: 2577.652588
	Iteration 15Q: 3 clusters Score -728625.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -728632.625000 Penalty: 2577.652588
	Iteration 16Q: 3 clusters Score -728632.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -728638.812500 Penalty: 2577.652588
	Iteration 17Q: 3 clusters Score -728638.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -728641.062500 Penalty: 2577.652588
	Iteration 18Q: 3 clusters Score -728641.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -728649.062500 Penalty: 2577.652588
	Iteration 19Q: 3 clusters Score -728649.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -728651.687500 Penalty: 2577.652588
	Iteration 20F: 3 clusters Score -728651.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -728653.750000 Penalty: 2577.652588
	Iteration 21Q: 3 clusters Score -728653.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -728656.562500 Penalty: 2577.652588
	Iteration 22Q: 3 clusters Score -728656.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -728660.375000 Penalty: 2577.652588
	Iteration 23Q: 3 clusters Score -728660.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -728665.250000 Penalty: 2577.652588
	Iteration 24Q: 3 clusters Score -728665.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -728666.875000 Penalty: 2577.652588
	Iteration 25Q: 3 clusters Score -728666.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -728667.937500 Penalty: 2577.652588
	Iteration 26Q: 3 clusters Score -728667.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -728672.312500 Penalty: 2577.652588
	Iteration 27Q: 3 clusters Score -728672.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -728673.375000 Penalty: 2577.652588
	Iteration 28Q: 3 clusters Score -728673.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -728674.250000 Penalty: 2577.652588
	Iteration 29Q: 3 clusters Score -728674.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -728673.375000 Penalty: 2577.652588
	Iteration 30Q: 3 clusters Score -728673.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -728673.375000 Penalty: 2577.652588
	Iteration 31Q: 3 clusters Score -728673.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -728672.437500 Penalty: 2577.652588
	Iteration 32Q: 3 clusters Score -728672.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -728672.437500 Penalty: 2577.652588
	Iteration 33F: 3 clusters Score -728672.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Entering Unmasked Estep 
Score: -609320.000000 Penalty: 1273.194336
	Iteration 0F: 2 clusters Score -609320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -605545.812500 Penalty: 2546.388672
	Iteration 0F: 3 clusters Score -605545.8 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -606668.312500 Penalty: 2546.388672
	Iteration 1F: 3 clusters Score -606668.3 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -606905.437500 Penalty: 2546.388672
	Iteration 2F: 3 clusters Score -606905.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -607084.875000 Penalty: 2546.388672
	Iteration 3F: 3 clusters Score -607084.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -607234.562500 Penalty: 2546.388672
	Iteration 4Q: 3 clusters Score -607234.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -607363.562500 Penalty: 2546.388672
	Iteration 5Q: 3 clusters Score -607363.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -607476.187500 Penalty: 2546.388672
	Iteration 6Q: 3 clusters Score -607476.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -607583.812500 Penalty: 2546.388672
	Iteration 7Q: 3 clusters Score -607583.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -607685.312500 Penalty: 2546.388672
	Iteration 8Q: 3 clusters Score -607685.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -607771.687500 Penalty: 2546.388672
	Iteration 9Q: 3 clusters Score -607771.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -607855.187500 Penalty: 2546.388672
	Iteration 10Q: 3 clusters Score -607855.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -607937.937500 Penalty: 2546.388672
	Iteration 11Q: 3 clusters Score -607937.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -608042.750000 Penalty: 2546.388672
	Iteration 12Q: 3 clusters Score -608042.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -608153.500000 Penalty: 2546.388672
	Iteration 13Q: 3 clusters Score -608153.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -608258.125000 Penalty: 2546.388672
	Iteration 14Q: 3 clusters Score -608258.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -608357.375000 Penalty: 2546.388672
	Iteration 15Q: 3 clusters Score -608357.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -608449.125000 Penalty: 2546.388672
	Iteration 16Q: 3 clusters Score -608449.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -608516.375000 Penalty: 2546.388672
	Iteration 17Q: 3 clusters Score -608516.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -608598.812500 Penalty: 2546.388672
	Iteration 18Q: 3 clusters Score -608598.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -608662.937500 Penalty: 2546.388672
	Iteration 19Q: 3 clusters Score -608662.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -608700.750000 Penalty: 2546.388672
	Iteration 20F: 3 clusters Score -608700.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -608722.875000 Penalty: 2546.388672
	Iteration 21Q: 3 clusters Score -608722.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -608739.187500 Penalty: 2546.388672
	Iteration 22Q: 3 clusters Score -608739.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -608757.187500 Penalty: 2546.388672
	Iteration 23Q: 3 clusters Score -608757.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -608767.875000 Penalty: 2546.388672
	Iteration 24Q: 3 clusters Score -608767.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -608774.687500 Penalty: 2546.388672
	Iteration 25Q: 3 clusters Score -608774.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -608781.187500 Penalty: 2546.388672
	Iteration 26Q: 3 clusters Score -608781.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -608786.250000 Penalty: 2546.388672
	Iteration 27Q: 3 clusters Score -608786.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -608791.000000 Penalty: 2546.388672
	Iteration 28Q: 3 clusters Score -608791 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -608795.875000 Penalty: 2546.388672
	Iteration 29Q: 3 clusters Score -608795.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -608798.500000 Penalty: 2546.388672
	Iteration 30Q: 3 clusters Score -608798.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -608802.562500 Penalty: 2546.388672
	Iteration 31Q: 3 clusters Score -608802.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -608804.187500 Penalty: 2546.388672
	Iteration 32Q: 3 clusters Score -608804.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -608808.875000 Penalty: 2546.388672
	Iteration 33Q: 3 clusters Score -608808.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -608811.375000 Penalty: 2546.388672
	Iteration 34Q: 3 clusters Score -608811.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -608813.562500 Penalty: 2546.388672
	Iteration 35Q: 3 clusters Score -608813.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -608813.000000 Penalty: 2546.388672
	Iteration 36Q: 3 clusters Score -608813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -608814.875000 Penalty: 2546.388672
	Iteration 37Q: 3 clusters Score -608814.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -608815.187500 Penalty: 2546.388672
	Iteration 38Q: 3 clusters Score -608815.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -608816.875000 Penalty: 2546.388672
	Iteration 39Q: 3 clusters Score -608816.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -608817.562500 Penalty: 2546.388672
	Iteration 40F: 3 clusters Score -608817.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -608817.000000 Penalty: 2546.388672
	Iteration 41Q: 3 clusters Score -608817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -608817.625000 Penalty: 2546.388672
	Iteration 42Q: 3 clusters Score -608817.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -608818.125000 Penalty: 2546.388672
	Iteration 43Q: 3 clusters Score -608818.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -608818.562500 Penalty: 2546.388672
	Iteration 44Q: 3 clusters Score -608818.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -608818.375000 Penalty: 2546.388672
	Iteration 45Q: 3 clusters Score -608818.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -608819.687500 Penalty: 2546.388672
	Iteration 46Q: 3 clusters Score -608819.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -608820.937500 Penalty: 2546.388672
	Iteration 47Q: 3 clusters Score -608820.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -608821.125000 Penalty: 2546.388672
	Iteration 48Q: 3 clusters Score -608821.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -608820.687500 Penalty: 2546.388672
	Iteration 49Q: 3 clusters Score -608820.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -608821.125000 Penalty: 2546.388672
	Iteration 50Q: 3 clusters Score -608821.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -608822.625000 Penalty: 2546.388672
	Iteration 51Q: 3 clusters Score -608822.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -608822.437500 Penalty: 2546.388672
	Iteration 52Q: 3 clusters Score -608822.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -608821.562500 Penalty: 2546.388672
	Iteration 53Q: 3 clusters Score -608821.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -608822.562500 Penalty: 2546.388672
	Iteration 54Q: 3 clusters Score -608822.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -608822.562500 Penalty: 2546.388672
	Iteration 55F: 3 clusters Score -608822.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Entering Unmasked Estep 
Score: -671193.312500 Penalty: 1283.982422
	Iteration 0F: 2 clusters Score -671193.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -667164.062500 Penalty: 2567.964844
	Iteration 0F: 3 clusters Score -667164.1 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -668427.312500 Penalty: 2567.964844
	Iteration 1F: 3 clusters Score -668427.3 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -668727.250000 Penalty: 2567.964844
	Iteration 2F: 3 clusters Score -668727.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -668944.687500 Penalty: 2567.964844
	Iteration 3F: 3 clusters Score -668944.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -669158.187500 Penalty: 2567.964844
	Iteration 4Q: 3 clusters Score -669158.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -669373.437500 Penalty: 2567.964844
	Iteration 5Q: 3 clusters Score -669373.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -669556.750000 Penalty: 2567.964844
	Iteration 6Q: 3 clusters Score -669556.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -669716.187500 Penalty: 2567.964844
	Iteration 7Q: 3 clusters Score -669716.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -669842.187500 Penalty: 2567.964844
	Iteration 8Q: 3 clusters Score -669842.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -669966.187500 Penalty: 2567.964844
	Iteration 9Q: 3 clusters Score -669966.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -670094.812500 Penalty: 2567.964844
	Iteration 10Q: 3 clusters Score -670094.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -670207.062500 Penalty: 2567.964844
	Iteration 11Q: 3 clusters Score -670207.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -670304.187500 Penalty: 2567.964844
	Iteration 12Q: 3 clusters Score -670304.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -670402.062500 Penalty: 2567.964844
	Iteration 13Q: 3 clusters Score -670402.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -670496.250000 Penalty: 2567.964844
	Iteration 14Q: 3 clusters Score -670496.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -670593.500000 Penalty: 2567.964844
	Iteration 15Q: 3 clusters Score -670593.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -670658.625000 Penalty: 2567.964844
	Iteration 16Q: 3 clusters Score -670658.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -670704.562500 Penalty: 2567.964844
	Iteration 17Q: 3 clusters Score -670704.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -670730.500000 Penalty: 2567.964844
	Iteration 18Q: 3 clusters Score -670730.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -670746.437500 Penalty: 2567.964844
	Iteration 19Q: 3 clusters Score -670746.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -670755.375000 Penalty: 2567.964844
	Iteration 20F: 3 clusters Score -670755.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -670760.625000 Penalty: 2567.964844
	Iteration 21Q: 3 clusters Score -670760.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -670763.937500 Penalty: 2567.964844
	Iteration 22Q: 3 clusters Score -670763.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -670768.125000 Penalty: 2567.964844
	Iteration 23Q: 3 clusters Score -670768.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -670770.812500 Penalty: 2567.964844
	Iteration 24Q: 3 clusters Score -670770.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -670771.062500 Penalty: 2567.964844
	Iteration 25Q: 3 clusters Score -670771.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -670771.187500 Penalty: 2567.964844
	Iteration 26Q: 3 clusters Score -670771.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -670772.125000 Penalty: 2567.964844
	Iteration 27Q: 3 clusters Score -670772.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -670772.125000 Penalty: 2567.964844
	Iteration 28F: 3 clusters Score -670772.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Entering Unmasked Estep 
Score: -55003.242188 Penalty: 948.349976
	Iteration 0F: 2 clusters Score -55003.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -54012.093750 Penalty: 1896.699951
	Iteration 0F: 3 clusters Score -54012.09 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -54232.101562 Penalty: 1896.699951
	Iteration 1F: 3 clusters Score -54232.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -54348.609375 Penalty: 1896.699951
	Iteration 2F: 3 clusters Score -54348.61 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -54444.558594 Penalty: 1896.699951
	Iteration 3Q: 3 clusters Score -54444.56 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -54501.207031 Penalty: 1896.699951
	Iteration 4Q: 3 clusters Score -54501.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -54526.437500 Penalty: 1896.699951
	Iteration 5Q: 3 clusters Score -54526.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -54557.343750 Penalty: 1896.699951
	Iteration 6Q: 3 clusters Score -54557.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -54578.730469 Penalty: 1896.699951
	Iteration 7Q: 3 clusters Score -54578.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -54593.437500 Penalty: 1896.699951
	Iteration 8Q: 3 clusters Score -54593.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -54599.914062 Penalty: 1896.699951
	Iteration 9Q: 3 clusters Score -54599.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -54606.789062 Penalty: 1896.699951
	Iteration 10Q: 3 clusters Score -54606.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -54622.566406 Penalty: 1896.699951
	Iteration 11Q: 3 clusters Score -54622.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -54628.554688 Penalty: 1896.699951
	Iteration 12Q: 3 clusters Score -54628.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -54633.371094 Penalty: 1896.699951
	Iteration 13Q: 3 clusters Score -54633.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -54639.437500 Penalty: 1896.699951
	Iteration 14Q: 3 clusters Score -54639.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -54646.894531 Penalty: 1896.699951
	Iteration 15Q: 3 clusters Score -54646.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -54656.917969 Penalty: 1896.699951
	Iteration 16Q: 3 clusters Score -54656.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -54665.496094 Penalty: 1896.699951
	Iteration 17Q: 3 clusters Score -54665.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -54672.894531 Penalty: 1896.699951
	Iteration 18Q: 3 clusters Score -54672.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -54672.894531 Penalty: 1896.699951
	Iteration 19F: 3 clusters Score -54672.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (34836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34836 members 
Entering Unmasked Estep 
Score: -4380287.000000 Penalty: 1556.210938
	Iteration 0F: 2 clusters Score -4380287 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -4357457.000000 Penalty: 3112.421875
	Iteration 0F: 3 clusters Score -4357457 nChanged 15958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -4366123.500000 Penalty: 3112.421875
	Iteration 1F: 3 clusters Score -4366124 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -4366568.000000 Penalty: 3112.421875
	Iteration 2Q: 3 clusters Score -4366568 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -4366952.500000 Penalty: 3112.421875
	Iteration 3Q: 3 clusters Score -4366952 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -4367286.500000 Penalty: 3112.421875
	Iteration 4Q: 3 clusters Score -4367286 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -4367636.000000 Penalty: 3112.421875
	Iteration 5Q: 3 clusters Score -4367636 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -4368020.500000 Penalty: 3112.421875
	Iteration 6Q: 3 clusters Score -4368020 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -4368548.000000 Penalty: 3112.421875
	Iteration 7Q: 3 clusters Score -4368548 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 23543 members 
Entering Unmasked Estep 
Score: -4369387.000000 Penalty: 3112.421875
	Iteration 8Q: 3 clusters Score -4369387 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 25666 members 
Entering Unmasked Estep 
Score: -4370783.500000 Penalty: 3112.421875
	Iteration 9F: 3 clusters Score -4370784 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 28219 members 
Entering Unmasked Estep 
Score: -4372840.500000 Penalty: 3112.421875
	Iteration 10F: 3 clusters Score -4372840 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 30798 members 
Entering Unmasked Estep 
Score: -4375188.500000 Penalty: 3112.421875
	Iteration 11F: 3 clusters Score -4375188 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 32779 members 
Entering Unmasked Estep 
Score: -4377051.500000 Penalty: 3112.421875
	Iteration 12F: 3 clusters Score -4377052 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 33930 members 
Entering Unmasked Estep 
Score: -4378137.500000 Penalty: 3112.421875
	Iteration 13Q: 3 clusters Score -4378138 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 34407 members 
Entering Unmasked Estep 
Score: -4378636.500000 Penalty: 3112.421875
	Iteration 14Q: 3 clusters Score -4378636 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 34555 members 
Entering Unmasked Estep 
Score: -4378806.000000 Penalty: 3112.421875
	Iteration 15Q: 3 clusters Score -4378806 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 34613 members 
Entering Unmasked Estep 
Score: -4378897.500000 Penalty: 3112.421875
	Iteration 16Q: 3 clusters Score -4378898 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 34636 members 
Entering Unmasked Estep 
Score: -4378959.000000 Penalty: 3112.421875
	Iteration 17Q: 3 clusters Score -4378959 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 34640 members 
Entering Unmasked Estep 
Score: -4378983.000000 Penalty: 3112.421875
	Iteration 18Q: 3 clusters Score -4378983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 34646 members 
Entering Unmasked Estep 
Score: -4378994.500000 Penalty: 3112.421875
	Iteration 19Q: 3 clusters Score -4378994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 34652 members 
Entering Unmasked Estep 
Score: -4379004.000000 Penalty: 3112.421875
	Iteration 20F: 3 clusters Score -4379004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 34657 members 
Entering Unmasked Estep 
Score: -4379016.500000 Penalty: 3112.421875
	Iteration 21Q: 3 clusters Score -4379016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 34658 members 
Entering Unmasked Estep 
Score: -4379024.000000 Penalty: 3112.421875
	Iteration 22Q: 3 clusters Score -4379024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 34662 members 
Entering Unmasked Estep 
Score: -4379033.000000 Penalty: 3112.421875
	Iteration 23Q: 3 clusters Score -4379033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 34663 members 
Entering Unmasked Estep 
Score: -4379033.000000 Penalty: 3112.421875
	Iteration 24Q: 3 clusters Score -4379033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 34664 members 
Entering Unmasked Estep 
Score: -4379033.000000 Penalty: 3112.421875
	Iteration 25Q: 3 clusters Score -4379033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 34665 members 
Entering Unmasked Estep 
Score: -4379041.000000 Penalty: 3112.421875
	Iteration 26Q: 3 clusters Score -4379041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 34666 members 
Entering Unmasked Estep 
Score: -4379040.500000 Penalty: 3112.421875
	Iteration 27Q: 3 clusters Score -4379040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 34666 members 
Entering Unmasked Estep 
Score: -4379040.500000 Penalty: 3112.421875
	Iteration 28F: 3 clusters Score -4379040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Entering Unmasked Estep 
Score: -632903.250000 Penalty: 1268.956787
	Iteration 0F: 2 clusters Score -632903.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -629166.062500 Penalty: 2537.913574
	Iteration 0F: 3 clusters Score -629166.1 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -630289.437500 Penalty: 2537.913574
	Iteration 1F: 3 clusters Score -630289.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -630506.875000 Penalty: 2537.913574
	Iteration 2F: 3 clusters Score -630506.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -630636.125000 Penalty: 2537.913574
	Iteration 3Q: 3 clusters Score -630636.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -630730.812500 Penalty: 2537.913574
	Iteration 4Q: 3 clusters Score -630730.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -630795.875000 Penalty: 2537.913574
	Iteration 5Q: 3 clusters Score -630795.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -630861.750000 Penalty: 2537.913574
	Iteration 6Q: 3 clusters Score -630861.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -630921.062500 Penalty: 2537.913574
	Iteration 7Q: 3 clusters Score -630921.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -630989.000000 Penalty: 2537.913574
	Iteration 8Q: 3 clusters Score -630989 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -631046.687500 Penalty: 2537.913574
	Iteration 9Q: 3 clusters Score -631046.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -631100.125000 Penalty: 2537.913574
	Iteration 10Q: 3 clusters Score -631100.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -631148.875000 Penalty: 2537.913574
	Iteration 11Q: 3 clusters Score -631148.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -631188.000000 Penalty: 2537.913574
	Iteration 12Q: 3 clusters Score -631188 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -631235.437500 Penalty: 2537.913574
	Iteration 13Q: 3 clusters Score -631235.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -631288.687500 Penalty: 2537.913574
	Iteration 14Q: 3 clusters Score -631288.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -631356.187500 Penalty: 2537.913574
	Iteration 15Q: 3 clusters Score -631356.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -631408.562500 Penalty: 2537.913574
	Iteration 16Q: 3 clusters Score -631408.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -631461.187500 Penalty: 2537.913574
	Iteration 17Q: 3 clusters Score -631461.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -631514.125000 Penalty: 2537.913574
	Iteration 18Q: 3 clusters Score -631514.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -631565.937500 Penalty: 2537.913574
	Iteration 19Q: 3 clusters Score -631565.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -631621.812500 Penalty: 2537.913574
	Iteration 20F: 3 clusters Score -631621.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -631662.125000 Penalty: 2537.913574
	Iteration 21Q: 3 clusters Score -631662.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -631694.875000 Penalty: 2537.913574
	Iteration 22Q: 3 clusters Score -631694.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -631722.562500 Penalty: 2537.913574
	Iteration 23Q: 3 clusters Score -631722.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -631748.875000 Penalty: 2537.913574
	Iteration 24Q: 3 clusters Score -631748.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -631783.000000 Penalty: 2537.913574
	Iteration 25Q: 3 clusters Score -631783 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -631810.250000 Penalty: 2537.913574
	Iteration 26Q: 3 clusters Score -631810.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -631823.937500 Penalty: 2537.913574
	Iteration 27Q: 3 clusters Score -631823.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -631844.250000 Penalty: 2537.913574
	Iteration 28Q: 3 clusters Score -631844.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -631858.937500 Penalty: 2537.913574
	Iteration 29Q: 3 clusters Score -631858.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -631873.562500 Penalty: 2537.913574
	Iteration 30Q: 3 clusters Score -631873.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -631889.125000 Penalty: 2537.913574
	Iteration 31Q: 3 clusters Score -631889.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -631897.562500 Penalty: 2537.913574
	Iteration 32Q: 3 clusters Score -631897.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -631902.687500 Penalty: 2537.913574
	Iteration 33Q: 3 clusters Score -631902.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -631904.812500 Penalty: 2537.913574
	Iteration 34Q: 3 clusters Score -631904.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -631907.750000 Penalty: 2537.913574
	Iteration 35Q: 3 clusters Score -631907.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -631907.750000 Penalty: 2537.913574
	Iteration 36F: 3 clusters Score -631907.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (21790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Entering Unmasked Estep 
Score: -2768156.750000 Penalty: 1486.393921
	Iteration 0F: 2 clusters Score -2768157 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -2753955.250000 Penalty: 2972.787842
	Iteration 0F: 3 clusters Score -2753955 nChanged 9666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -2759191.250000 Penalty: 2972.787842
	Iteration 1F: 3 clusters Score -2759191 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -2759645.250000 Penalty: 2972.787842
	Iteration 2F: 3 clusters Score -2759645 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -2760032.250000 Penalty: 2972.787842
	Iteration 3Q: 3 clusters Score -2760032 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -2760391.750000 Penalty: 2972.787842
	Iteration 4Q: 3 clusters Score -2760392 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -2760766.500000 Penalty: 2972.787842
	Iteration 5Q: 3 clusters Score -2760766 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -2761134.000000 Penalty: 2972.787842
	Iteration 6Q: 3 clusters Score -2761134 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -2761520.500000 Penalty: 2972.787842
	Iteration 7Q: 3 clusters Score -2761520 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -2761990.000000 Penalty: 2972.787842
	Iteration 8Q: 3 clusters Score -2761990 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -2762542.250000 Penalty: 2972.787842
	Iteration 9Q: 3 clusters Score -2762542 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -2763140.250000 Penalty: 2972.787842
	Iteration 10Q: 3 clusters Score -2763140 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -2763816.750000 Penalty: 2972.787842
	Iteration 11Q: 3 clusters Score -2763817 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -2764537.250000 Penalty: 2972.787842
	Iteration 12Q: 3 clusters Score -2764537 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -2765184.000000 Penalty: 2972.787842
	Iteration 13Q: 3 clusters Score -2765184 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 19729 members 
Entering Unmasked Estep 
Score: -2765730.500000 Penalty: 2972.787842
	Iteration 14Q: 3 clusters Score -2765730 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
Score: -2766121.000000 Penalty: 2972.787842
	Iteration 15Q: 3 clusters Score -2766121 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -2766376.250000 Penalty: 2972.787842
	Iteration 16Q: 3 clusters Score -2766376 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -2766537.750000 Penalty: 2972.787842
	Iteration 17Q: 3 clusters Score -2766538 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -2766638.500000 Penalty: 2972.787842
	Iteration 18Q: 3 clusters Score -2766638 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 20978 members 
Entering Unmasked Estep 
Score: -2766721.750000 Penalty: 2972.787842
	Iteration 19Q: 3 clusters Score -2766722 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -2766771.250000 Penalty: 2972.787842
	Iteration 20F: 3 clusters Score -2766771 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
Score: -2766803.250000 Penalty: 2972.787842
	Iteration 21Q: 3 clusters Score -2766803 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -2766844.000000 Penalty: 2972.787842
	Iteration 22Q: 3 clusters Score -2766844 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -2766877.250000 Penalty: 2972.787842
	Iteration 23Q: 3 clusters Score -2766877 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -2766902.250000 Penalty: 2972.787842
	Iteration 24Q: 3 clusters Score -2766902 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -2766932.500000 Penalty: 2972.787842
	Iteration 25Q: 3 clusters Score -2766932 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -2766954.250000 Penalty: 2972.787842
	Iteration 26Q: 3 clusters Score -2766954 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -2766977.000000 Penalty: 2972.787842
	Iteration 27Q: 3 clusters Score -2766977 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -2767006.000000 Penalty: 2972.787842
	Iteration 28Q: 3 clusters Score -2767006 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -2767015.000000 Penalty: 2972.787842
	Iteration 29Q: 3 clusters Score -2767015 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 21318 members 
Entering Unmasked Estep 
Score: -2767029.500000 Penalty: 2972.787842
	Iteration 30Q: 3 clusters Score -2767030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -2767031.000000 Penalty: 2972.787842
	Iteration 31Q: 3 clusters Score -2767031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 21334 members 
Entering Unmasked Estep 
Score: -2767038.750000 Penalty: 2972.787842
	Iteration 32Q: 3 clusters Score -2767039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -2767034.000000 Penalty: 2972.787842
	Iteration 33Q: 3 clusters Score -2767034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 21341 members 
Entering Unmasked Estep 
Score: -2767044.250000 Penalty: 2972.787842
	Iteration 34Q: 3 clusters Score -2767044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -2767042.500000 Penalty: 2972.787842
	Iteration 35Q: 3 clusters Score -2767042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 21347 members 
Entering Unmasked Estep 
Score: -2767040.750000 Penalty: 2972.787842
	Iteration 36Q: 3 clusters Score -2767041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -2767045.750000 Penalty: 2972.787842
	Iteration 37Q: 3 clusters Score -2767046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -2767045.750000 Penalty: 2972.787842
	Iteration 38F: 3 clusters Score -2767046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Entering Unmasked Estep 
Score: -16746.597656 Penalty: 825.122437
	Iteration 0F: 2 clusters Score -16746.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -16156.407227 Penalty: 1650.244873
	Iteration 0F: 3 clusters Score -16156.41 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -16356.083984 Penalty: 1650.244873
	Iteration 1F: 3 clusters Score -16356.08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -16496.593750 Penalty: 1650.244873
	Iteration 2F: 3 clusters Score -16496.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -16540.130859 Penalty: 1650.244873
	Iteration 3Q: 3 clusters Score -16540.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -16556.908203 Penalty: 1650.244873
	Iteration 4Q: 3 clusters Score -16556.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -16585.703125 Penalty: 1650.244873
	Iteration 5Q: 3 clusters Score -16585.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -16602.476562 Penalty: 1650.244873
	Iteration 6Q: 3 clusters Score -16602.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -16602.476562 Penalty: 1650.244873
	Iteration 7F: 3 clusters Score -16602.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Entering Unmasked Estep 
Score: -349739.062500 Penalty: 1189.098633
	Iteration 0F: 2 clusters Score -349739.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -347331.093750 Penalty: 2378.197266
	Iteration 0F: 3 clusters Score -347331.1 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -348006.562500 Penalty: 2378.197266
	Iteration 1F: 3 clusters Score -348006.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -348182.093750 Penalty: 2378.197266
	Iteration 2F: 3 clusters Score -348182.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -348285.031250 Penalty: 2378.197266
	Iteration 3F: 3 clusters Score -348285 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -348357.062500 Penalty: 2378.197266
	Iteration 4Q: 3 clusters Score -348357.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -348396.656250 Penalty: 2378.197266
	Iteration 5Q: 3 clusters Score -348396.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -348420.406250 Penalty: 2378.197266
	Iteration 6Q: 3 clusters Score -348420.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -348435.718750 Penalty: 2378.197266
	Iteration 7Q: 3 clusters Score -348435.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -348448.562500 Penalty: 2378.197266
	Iteration 8Q: 3 clusters Score -348448.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -348460.218750 Penalty: 2378.197266
	Iteration 9Q: 3 clusters Score -348460.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -348467.750000 Penalty: 2378.197266
	Iteration 10Q: 3 clusters Score -348467.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -348471.718750 Penalty: 2378.197266
	Iteration 11Q: 3 clusters Score -348471.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -348474.062500 Penalty: 2378.197266
	Iteration 12Q: 3 clusters Score -348474.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -348477.437500 Penalty: 2378.197266
	Iteration 13Q: 3 clusters Score -348477.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -348481.687500 Penalty: 2378.197266
	Iteration 14Q: 3 clusters Score -348481.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -348482.687500 Penalty: 2378.197266
	Iteration 15Q: 3 clusters Score -348482.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -348482.718750 Penalty: 2378.197266
	Iteration 16Q: 3 clusters Score -348482.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -348483.875000 Penalty: 2378.197266
	Iteration 17Q: 3 clusters Score -348483.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -348484.093750 Penalty: 2378.197266
	Iteration 18Q: 3 clusters Score -348484.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -348484.843750 Penalty: 2378.197266
	Iteration 19Q: 3 clusters Score -348484.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -348485.406250 Penalty: 2378.197266
	Iteration 20F: 3 clusters Score -348485.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -348487.218750 Penalty: 2378.197266
	Iteration 21Q: 3 clusters Score -348487.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -348490.000000 Penalty: 2378.197266
	Iteration 22Q: 3 clusters Score -348490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -348491.000000 Penalty: 2378.197266
	Iteration 23Q: 3 clusters Score -348491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -348493.437500 Penalty: 2378.197266
	Iteration 24Q: 3 clusters Score -348493.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -348494.437500 Penalty: 2378.197266
	Iteration 25Q: 3 clusters Score -348494.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -348494.718750 Penalty: 2378.197266
	Iteration 26Q: 3 clusters Score -348494.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -348495.187500 Penalty: 2378.197266
	Iteration 27Q: 3 clusters Score -348495.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -348495.562500 Penalty: 2378.197266
	Iteration 28Q: 3 clusters Score -348495.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -348496.250000 Penalty: 2378.197266
	Iteration 29Q: 3 clusters Score -348496.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -348496.250000 Penalty: 2378.197266
	Iteration 30F: 3 clusters Score -348496.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (21430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Entering Unmasked Estep 
Score: -2617196.750000 Penalty: 1483.915161
	Iteration 0F: 2 clusters Score -2617197 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -2603317.500000 Penalty: 2967.830322
	Iteration 0F: 3 clusters Score -2603318 nChanged 9360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -2608469.250000 Penalty: 2967.830322
	Iteration 1F: 3 clusters Score -2608469 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -2608895.500000 Penalty: 2967.830322
	Iteration 2F: 3 clusters Score -2608896 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -2609253.250000 Penalty: 2967.830322
	Iteration 3Q: 3 clusters Score -2609253 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -2609552.000000 Penalty: 2967.830322
	Iteration 4Q: 3 clusters Score -2609552 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -2609844.500000 Penalty: 2967.830322
	Iteration 5Q: 3 clusters Score -2609844 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -2610127.500000 Penalty: 2967.830322
	Iteration 6Q: 3 clusters Score -2610128 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -2610412.250000 Penalty: 2967.830322
	Iteration 7Q: 3 clusters Score -2610412 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -2610712.250000 Penalty: 2967.830322
	Iteration 8Q: 3 clusters Score -2610712 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -2611059.000000 Penalty: 2967.830322
	Iteration 9Q: 3 clusters Score -2611059 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -2611464.500000 Penalty: 2967.830322
	Iteration 10Q: 3 clusters Score -2611464 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -2611952.250000 Penalty: 2967.830322
	Iteration 11Q: 3 clusters Score -2611952 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -2612435.750000 Penalty: 2967.830322
	Iteration 12Q: 3 clusters Score -2612436 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -2612895.500000 Penalty: 2967.830322
	Iteration 13Q: 3 clusters Score -2612896 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -2613244.500000 Penalty: 2967.830322
	Iteration 14Q: 3 clusters Score -2613244 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -2613524.750000 Penalty: 2967.830322
	Iteration 15Q: 3 clusters Score -2613525 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -2613779.000000 Penalty: 2967.830322
	Iteration 16Q: 3 clusters Score -2613779 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -2613988.750000 Penalty: 2967.830322
	Iteration 17Q: 3 clusters Score -2613989 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -2614123.250000 Penalty: 2967.830322
	Iteration 18Q: 3 clusters Score -2614123 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -2614256.500000 Penalty: 2967.830322
	Iteration 19Q: 3 clusters Score -2614256 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -2614369.500000 Penalty: 2967.830322
	Iteration 20F: 3 clusters Score -2614370 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -2614469.000000 Penalty: 2967.830322
	Iteration 21Q: 3 clusters Score -2614469 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -2614569.750000 Penalty: 2967.830322
	Iteration 22Q: 3 clusters Score -2614570 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -2614670.750000 Penalty: 2967.830322
	Iteration 23Q: 3 clusters Score -2614671 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -2614785.500000 Penalty: 2967.830322
	Iteration 24Q: 3 clusters Score -2614786 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -2614891.750000 Penalty: 2967.830322
	Iteration 25Q: 3 clusters Score -2614892 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -2614985.000000 Penalty: 2967.830322
	Iteration 26Q: 3 clusters Score -2614985 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -2615090.500000 Penalty: 2967.830322
	Iteration 27Q: 3 clusters Score -2615090 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -2615176.250000 Penalty: 2967.830322
	Iteration 28Q: 3 clusters Score -2615176 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -2615242.500000 Penalty: 2967.830322
	Iteration 29Q: 3 clusters Score -2615242 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -2615323.000000 Penalty: 2967.830322
	Iteration 30Q: 3 clusters Score -2615323 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -2615407.000000 Penalty: 2967.830322
	Iteration 31Q: 3 clusters Score -2615407 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -2615475.500000 Penalty: 2967.830322
	Iteration 32Q: 3 clusters Score -2615476 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -2615534.000000 Penalty: 2967.830322
	Iteration 33Q: 3 clusters Score -2615534 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -2615589.250000 Penalty: 2967.830322
	Iteration 34Q: 3 clusters Score -2615589 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -2615633.500000 Penalty: 2967.830322
	Iteration 35Q: 3 clusters Score -2615634 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -2615665.250000 Penalty: 2967.830322
	Iteration 36Q: 3 clusters Score -2615665 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -2615690.250000 Penalty: 2967.830322
	Iteration 37Q: 3 clusters Score -2615690 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -2615715.500000 Penalty: 2967.830322
	Iteration 38Q: 3 clusters Score -2615716 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -2615745.500000 Penalty: 2967.830322
	Iteration 39Q: 3 clusters Score -2615746 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -2615776.500000 Penalty: 2967.830322
	Iteration 40F: 3 clusters Score -2615776 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -2615799.250000 Penalty: 2967.830322
	Iteration 41Q: 3 clusters Score -2615799 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -2615819.250000 Penalty: 2967.830322
	Iteration 42Q: 3 clusters Score -2615819 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19466 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -2615835.750000 Penalty: 2967.830322
	Iteration 43Q: 3 clusters Score -2615836 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -2615862.500000 Penalty: 2967.830322
	Iteration 44Q: 3 clusters Score -2615862 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2615889.250000 Penalty: 2967.830322
	Iteration 45Q: 3 clusters Score -2615889 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -2615895.750000 Penalty: 2967.830322
	Iteration 46Q: 3 clusters Score -2615896 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2615911.250000 Penalty: 2967.830322
	Iteration 47Q: 3 clusters Score -2615911 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2615913.500000 Penalty: 2967.830322
	Iteration 48Q: 3 clusters Score -2615914 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -2615928.500000 Penalty: 2967.830322
	Iteration 49Q: 3 clusters Score -2615928 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -2615934.250000 Penalty: 2967.830322
	Iteration 50Q: 3 clusters Score -2615934 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2615936.000000 Penalty: 2967.830322
	Iteration 51Q: 3 clusters Score -2615936 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2615950.750000 Penalty: 2967.830322
	Iteration 52Q: 3 clusters Score -2615951 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2615964.000000 Penalty: 2967.830322
	Iteration 53Q: 3 clusters Score -2615964 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -2615975.250000 Penalty: 2967.830322
	Iteration 54Q: 3 clusters Score -2615975 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2615988.500000 Penalty: 2967.830322
	Iteration 55Q: 3 clusters Score -2615988 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2616009.750000 Penalty: 2967.830322
	Iteration 56Q: 3 clusters Score -2616010 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2616028.500000 Penalty: 2967.830322
	Iteration 57Q: 3 clusters Score -2616028 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2616051.000000 Penalty: 2967.830322
	Iteration 58Q: 3 clusters Score -2616051 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2616067.500000 Penalty: 2967.830322
	Iteration 59Q: 3 clusters Score -2616068 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2616081.250000 Penalty: 2967.830322
	Iteration 60F: 3 clusters Score -2616081 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2616092.250000 Penalty: 2967.830322
	Iteration 61Q: 3 clusters Score -2616092 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2616101.250000 Penalty: 2967.830322
	Iteration 62Q: 3 clusters Score -2616101 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20197 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2616098.250000 Penalty: 2967.830322
	Iteration 63Q: 3 clusters Score -2616098 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2616104.750000 Penalty: 2967.830322
	Iteration 64Q: 3 clusters Score -2616105 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2616109.000000 Penalty: 2967.830322
	Iteration 65Q: 3 clusters Score -2616109 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2616107.750000 Penalty: 2967.830322
	Iteration 66Q: 3 clusters Score -2616108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20239 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2616114.250000 Penalty: 2967.830322
	Iteration 67Q: 3 clusters Score -2616114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20246 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2616109.000000 Penalty: 2967.830322
	Iteration 68Q: 3 clusters Score -2616109 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2616114.250000 Penalty: 2967.830322
	Iteration 69Q: 3 clusters Score -2616114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2616114.750000 Penalty: 2967.830322
	Iteration 70Q: 3 clusters Score -2616115 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2616118.000000 Penalty: 2967.830322
	Iteration 71Q: 3 clusters Score -2616118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2616120.000000 Penalty: 2967.830322
	Iteration 72Q: 3 clusters Score -2616120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2616123.250000 Penalty: 2967.830322
	Iteration 73Q: 3 clusters Score -2616123 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20298 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2616124.750000 Penalty: 2967.830322
	Iteration 74Q: 3 clusters Score -2616125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2616128.250000 Penalty: 2967.830322
	Iteration 75Q: 3 clusters Score -2616128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2616131.000000 Penalty: 2967.830322
	Iteration 76Q: 3 clusters Score -2616131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2616135.500000 Penalty: 2967.830322
	Iteration 77Q: 3 clusters Score -2616136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2616138.750000 Penalty: 2967.830322
	Iteration 78Q: 3 clusters Score -2616139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2616135.750000 Penalty: 2967.830322
	Iteration 79Q: 3 clusters Score -2616136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2616141.000000 Penalty: 2967.830322
	Iteration 80F: 3 clusters Score -2616141 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20330 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2616147.000000 Penalty: 2967.830322
	Iteration 81Q: 3 clusters Score -2616147 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2616150.500000 Penalty: 2967.830322
	Iteration 82Q: 3 clusters Score -2616150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2616152.250000 Penalty: 2967.830322
	Iteration 83Q: 3 clusters Score -2616152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2616157.000000 Penalty: 2967.830322
	Iteration 84Q: 3 clusters Score -2616157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20355 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2616157.750000 Penalty: 2967.830322
	Iteration 85Q: 3 clusters Score -2616158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2616159.000000 Penalty: 2967.830322
	Iteration 86Q: 3 clusters Score -2616159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2616160.500000 Penalty: 2967.830322
	Iteration 87Q: 3 clusters Score -2616160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20361 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2616162.500000 Penalty: 2967.830322
	Iteration 88Q: 3 clusters Score -2616162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2616165.250000 Penalty: 2967.830322
	Iteration 89Q: 3 clusters Score -2616165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2616164.000000 Penalty: 2967.830322
	Iteration 90Q: 3 clusters Score -2616164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2616163.000000 Penalty: 2967.830322
	Iteration 91Q: 3 clusters Score -2616163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2616163.000000 Penalty: 2967.830322
	Iteration 92Q: 3 clusters Score -2616163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2616166.000000 Penalty: 2967.830322
	Iteration 93Q: 3 clusters Score -2616166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2616166.750000 Penalty: 2967.830322
	Iteration 94Q: 3 clusters Score -2616167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20378 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2616167.000000 Penalty: 2967.830322
	Iteration 95Q: 3 clusters Score -2616167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2616167.500000 Penalty: 2967.830322
	Iteration 96Q: 3 clusters Score -2616168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2616167.500000 Penalty: 2967.830322
	Iteration 97F: 3 clusters Score -2616168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Entering Unmasked Estep 
Score: -12690.373047 Penalty: 740.537964
	Iteration 0F: 2 clusters Score -12690.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -12299.323242 Penalty: 1481.075928
	Iteration 0F: 3 clusters Score -12299.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -12353.547852 Penalty: 1481.075928
	Iteration 1F: 3 clusters Score -12353.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -12389.873047 Penalty: 1481.075928
	Iteration 2Q: 3 clusters Score -12389.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -12400.726562 Penalty: 1481.075928
	Iteration 3Q: 3 clusters Score -12400.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -12400.726562 Penalty: 1481.075928
	Iteration 4F: 3 clusters Score -12400.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Entering Unmasked Estep 
Score: -38033.441406 Penalty: 892.641785
	Iteration 0F: 2 clusters Score -38033.44 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 198 members 
Entering Unmasked Estep 
Score: -37234.687500 Penalty: 1785.283569
	Iteration 0F: 3 clusters Score -37234.69 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -37350.597656 Penalty: 1785.283569
	Iteration 1F: 3 clusters Score -37350.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -37383.765625 Penalty: 1785.283569
	Iteration 2Q: 3 clusters Score -37383.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -37395.785156 Penalty: 1785.283569
	Iteration 3Q: 3 clusters Score -37395.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -37395.785156 Penalty: 1785.283569
	Iteration 4F: 3 clusters Score -37395.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (5449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Entering Unmasked Estep 
Score: -690289.937500 Penalty: 1280.154297
	Iteration 0F: 2 clusters Score -690289.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -686342.562500 Penalty: 2560.308594
	Iteration 0F: 3 clusters Score -686342.6 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -687498.375000 Penalty: 2560.308594
	Iteration 1F: 3 clusters Score -687498.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -687700.875000 Penalty: 2560.308594
	Iteration 2F: 3 clusters Score -687700.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -687831.687500 Penalty: 2560.308594
	Iteration 3Q: 3 clusters Score -687831.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -687928.437500 Penalty: 2560.308594
	Iteration 4Q: 3 clusters Score -687928.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -687997.437500 Penalty: 2560.308594
	Iteration 5Q: 3 clusters Score -687997.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -688049.062500 Penalty: 2560.308594
	Iteration 6Q: 3 clusters Score -688049.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -688091.062500 Penalty: 2560.308594
	Iteration 7Q: 3 clusters Score -688091.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -688130.187500 Penalty: 2560.308594
	Iteration 8Q: 3 clusters Score -688130.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -688160.187500 Penalty: 2560.308594
	Iteration 9Q: 3 clusters Score -688160.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -688188.562500 Penalty: 2560.308594
	Iteration 10Q: 3 clusters Score -688188.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -688214.875000 Penalty: 2560.308594
	Iteration 11Q: 3 clusters Score -688214.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -688237.125000 Penalty: 2560.308594
	Iteration 12Q: 3 clusters Score -688237.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -688261.312500 Penalty: 2560.308594
	Iteration 13Q: 3 clusters Score -688261.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -688282.937500 Penalty: 2560.308594
	Iteration 14Q: 3 clusters Score -688282.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -688306.437500 Penalty: 2560.308594
	Iteration 15Q: 3 clusters Score -688306.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -688329.187500 Penalty: 2560.308594
	Iteration 16Q: 3 clusters Score -688329.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -688360.687500 Penalty: 2560.308594
	Iteration 17Q: 3 clusters Score -688360.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -688393.062500 Penalty: 2560.308594
	Iteration 18Q: 3 clusters Score -688393.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -688428.875000 Penalty: 2560.308594
	Iteration 19Q: 3 clusters Score -688428.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -688468.687500 Penalty: 2560.308594
	Iteration 20F: 3 clusters Score -688468.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -688510.062500 Penalty: 2560.308594
	Iteration 21Q: 3 clusters Score -688510.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -688553.750000 Penalty: 2560.308594
	Iteration 22Q: 3 clusters Score -688553.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -688602.812500 Penalty: 2560.308594
	Iteration 23Q: 3 clusters Score -688602.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -688673.937500 Penalty: 2560.308594
	Iteration 24Q: 3 clusters Score -688673.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -688741.625000 Penalty: 2560.308594
	Iteration 25Q: 3 clusters Score -688741.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -688804.000000 Penalty: 2560.308594
	Iteration 26Q: 3 clusters Score -688804 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -688851.250000 Penalty: 2560.308594
	Iteration 27Q: 3 clusters Score -688851.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -688894.062500 Penalty: 2560.308594
	Iteration 28Q: 3 clusters Score -688894.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -688944.375000 Penalty: 2560.308594
	Iteration 29Q: 3 clusters Score -688944.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -689000.812500 Penalty: 2560.308594
	Iteration 30Q: 3 clusters Score -689000.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -689041.812500 Penalty: 2560.308594
	Iteration 31Q: 3 clusters Score -689041.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -689070.375000 Penalty: 2560.308594
	Iteration 32Q: 3 clusters Score -689070.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -689094.750000 Penalty: 2560.308594
	Iteration 33Q: 3 clusters Score -689094.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -689111.375000 Penalty: 2560.308594
	Iteration 34Q: 3 clusters Score -689111.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -689127.562500 Penalty: 2560.308594
	Iteration 35Q: 3 clusters Score -689127.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -689143.875000 Penalty: 2560.308594
	Iteration 36Q: 3 clusters Score -689143.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -689155.875000 Penalty: 2560.308594
	Iteration 37Q: 3 clusters Score -689155.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -689164.687500 Penalty: 2560.308594
	Iteration 38Q: 3 clusters Score -689164.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -689179.562500 Penalty: 2560.308594
	Iteration 39Q: 3 clusters Score -689179.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -689188.312500 Penalty: 2560.308594
	Iteration 40F: 3 clusters Score -689188.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -689196.250000 Penalty: 2560.308594
	Iteration 41Q: 3 clusters Score -689196.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -689203.250000 Penalty: 2560.308594
	Iteration 42Q: 3 clusters Score -689203.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -689207.250000 Penalty: 2560.308594
	Iteration 43Q: 3 clusters Score -689207.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -689211.250000 Penalty: 2560.308594
	Iteration 44Q: 3 clusters Score -689211.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -689213.687500 Penalty: 2560.308594
	Iteration 45Q: 3 clusters Score -689213.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -689216.312500 Penalty: 2560.308594
	Iteration 46Q: 3 clusters Score -689216.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -689217.812500 Penalty: 2560.308594
	Iteration 47Q: 3 clusters Score -689217.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -689221.562500 Penalty: 2560.308594
	Iteration 48Q: 3 clusters Score -689221.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -689224.000000 Penalty: 2560.308594
	Iteration 49Q: 3 clusters Score -689224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -689228.562500 Penalty: 2560.308594
	Iteration 50Q: 3 clusters Score -689228.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -689231.812500 Penalty: 2560.308594
	Iteration 51Q: 3 clusters Score -689231.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -689235.937500 Penalty: 2560.308594
	Iteration 52Q: 3 clusters Score -689235.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -689239.000000 Penalty: 2560.308594
	Iteration 53Q: 3 clusters Score -689239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -689240.625000 Penalty: 2560.308594
	Iteration 54Q: 3 clusters Score -689240.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -689242.500000 Penalty: 2560.308594
	Iteration 55Q: 3 clusters Score -689242.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -689242.937500 Penalty: 2560.308594
	Iteration 56Q: 3 clusters Score -689242.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -689244.312500 Penalty: 2560.308594
	Iteration 57Q: 3 clusters Score -689244.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -689244.187500 Penalty: 2560.308594
	Iteration 58Q: 3 clusters Score -689244.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -689245.437500 Penalty: 2560.308594
	Iteration 59Q: 3 clusters Score -689245.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -689246.125000 Penalty: 2560.308594
	Iteration 60F: 3 clusters Score -689246.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -689246.312500 Penalty: 2560.308594
	Iteration 61Q: 3 clusters Score -689246.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -689246.312500 Penalty: 2560.308594
	Iteration 62F: 3 clusters Score -689246.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (34348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34348 members 
Entering Unmasked Estep 
Score: -4347954.000000 Penalty: 1554.111694
	Iteration 0F: 2 clusters Score -4347954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -4325801.500000 Penalty: 3108.223389
	Iteration 0F: 3 clusters Score -4325802 nChanged 15373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -4334097.000000 Penalty: 3108.223389
	Iteration 1F: 3 clusters Score -4334097 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -4334620.000000 Penalty: 3108.223389
	Iteration 2Q: 3 clusters Score -4334620 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -4335039.500000 Penalty: 3108.223389
	Iteration 3Q: 3 clusters Score -4335040 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -4335402.500000 Penalty: 3108.223389
	Iteration 4Q: 3 clusters Score -4335402 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -4335712.000000 Penalty: 3108.223389
	Iteration 5Q: 3 clusters Score -4335712 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -4335958.000000 Penalty: 3108.223389
	Iteration 6Q: 3 clusters Score -4335958 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -4336183.500000 Penalty: 3108.223389
	Iteration 7Q: 3 clusters Score -4336184 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -4336362.500000 Penalty: 3108.223389
	Iteration 8Q: 3 clusters Score -4336362 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -4336585.000000 Penalty: 3108.223389
	Iteration 9Q: 3 clusters Score -4336585 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -4336814.500000 Penalty: 3108.223389
	Iteration 10Q: 3 clusters Score -4336814 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -4337068.000000 Penalty: 3108.223389
	Iteration 11Q: 3 clusters Score -4337068 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -4337434.500000 Penalty: 3108.223389
	Iteration 12Q: 3 clusters Score -4337434 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 22095 members 
Entering Unmasked Estep 
Score: -4337944.500000 Penalty: 3108.223389
	Iteration 13Q: 3 clusters Score -4337944 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 23609 members 
Entering Unmasked Estep 
Score: -4338728.000000 Penalty: 3108.223389
	Iteration 14Q: 3 clusters Score -4338728 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 25388 members 
Entering Unmasked Estep 
Score: -4339781.500000 Penalty: 3108.223389
	Iteration 15F: 3 clusters Score -4339782 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 27365 members 
Entering Unmasked Estep 
Score: -4341148.500000 Penalty: 3108.223389
	Iteration 16F: 3 clusters Score -4341148 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 29326 members 
Entering Unmasked Estep 
Score: -4342650.000000 Penalty: 3108.223389
	Iteration 17F: 3 clusters Score -4342650 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 31030 members 
Entering Unmasked Estep 
Score: -4344057.000000 Penalty: 3108.223389
	Iteration 18Q: 3 clusters Score -4344057 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 32292 members 
Entering Unmasked Estep 
Score: -4345127.500000 Penalty: 3108.223389
	Iteration 19Q: 3 clusters Score -4345128 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 33082 members 
Entering Unmasked Estep 
Score: -4345817.000000 Penalty: 3108.223389
	Iteration 20F: 3 clusters Score -4345817 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 33509 members 
Entering Unmasked Estep 
Score: -4346179.500000 Penalty: 3108.223389
	Iteration 21Q: 3 clusters Score -4346180 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 33732 members 
Entering Unmasked Estep 
Score: -4346407.000000 Penalty: 3108.223389
	Iteration 22Q: 3 clusters Score -4346407 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 33849 members 
Entering Unmasked Estep 
Score: -4346559.500000 Penalty: 3108.223389
	Iteration 23Q: 3 clusters Score -4346560 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 33909 members 
Entering Unmasked Estep 
Score: -4346634.000000 Penalty: 3108.223389
	Iteration 24Q: 3 clusters Score -4346634 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 33944 members 
Entering Unmasked Estep 
Score: -4346694.500000 Penalty: 3108.223389
	Iteration 25Q: 3 clusters Score -4346694 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 33964 members 
Entering Unmasked Estep 
Score: -4346718.500000 Penalty: 3108.223389
	Iteration 26Q: 3 clusters Score -4346718 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 33978 members 
Entering Unmasked Estep 
Score: -4346738.000000 Penalty: 3108.223389
	Iteration 27Q: 3 clusters Score -4346738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 33980 members 
Entering Unmasked Estep 
Score: -4346743.500000 Penalty: 3108.223389
	Iteration 28Q: 3 clusters Score -4346744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 33986 members 
Entering Unmasked Estep 
Score: -4346748.500000 Penalty: 3108.223389
	Iteration 29Q: 3 clusters Score -4346748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 33991 members 
Entering Unmasked Estep 
Score: -4346752.500000 Penalty: 3108.223389
	Iteration 30Q: 3 clusters Score -4346752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 33995 members 
Entering Unmasked Estep 
Score: -4346755.500000 Penalty: 3108.223389
	Iteration 31Q: 3 clusters Score -4346756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 33999 members 
Entering Unmasked Estep 
Score: -4346767.000000 Penalty: 3108.223389
	Iteration 32Q: 3 clusters Score -4346767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 34004 members 
Entering Unmasked Estep 
Score: -4346772.500000 Penalty: 3108.223389
	Iteration 33Q: 3 clusters Score -4346772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 34010 members 
Entering Unmasked Estep 
Score: -4346774.500000 Penalty: 3108.223389
	Iteration 34Q: 3 clusters Score -4346774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 34011 members 
Entering Unmasked Estep 
Score: -4346776.500000 Penalty: 3108.223389
	Iteration 35Q: 3 clusters Score -4346776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 34014 members 
Entering Unmasked Estep 
Score: -4346773.500000 Penalty: 3108.223389
	Iteration 36Q: 3 clusters Score -4346774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 34016 members 
Entering Unmasked Estep 
Score: -4346777.500000 Penalty: 3108.223389
	Iteration 37Q: 3 clusters Score -4346778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 34016 members 
Entering Unmasked Estep 
Score: -4346777.500000 Penalty: 3108.223389
	Iteration 38F: 3 clusters Score -4346778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Entering Unmasked Estep 
Score: -7322.621582 Penalty: 718.453125
	Iteration 0F: 2 clusters Score -7322.622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6871.853516 Penalty: 1436.906250
	Iteration 0F: 3 clusters Score -6871.854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -6897.500488 Penalty: 1436.906250
	Iteration 1Q: 3 clusters Score -6897.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6902.620117 Penalty: 1436.906250
	Iteration 2Q: 3 clusters Score -6902.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -6902.620117 Penalty: 1436.906250
	Iteration 3F: 3 clusters Score -6902.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Entering Unmasked Estep 
Score: -10011.059570 Penalty: 711.133545
	Iteration 0F: 2 clusters Score -10011.06 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 57 members 
Entering Unmasked Estep 
Score: -9626.948242 Penalty: 1422.267090
	Iteration 0F: 3 clusters Score -9626.948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -9717.224609 Penalty: 1422.267090
	Iteration 1F: 3 clusters Score -9717.225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -9733.782227 Penalty: 1422.267090
	Iteration 2Q: 3 clusters Score -9733.782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -9740.866211 Penalty: 1422.267090
	Iteration 3Q: 3 clusters Score -9740.866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -9740.866211 Penalty: 1422.267090
	Iteration 4F: 3 clusters Score -9740.866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7126 members 
Mstep: Class 4 contains 2790 members 
Mstep: Class 5 contains 56615 members 
Mstep: Class 6 contains 64474 members 
Mstep: Class 7 contains 28256 members 
Mstep: Class 8 contains 12008 members 
Mstep: Class 9 contains 87557 members 
Mstep: Class 10 contains 9337 members 
Mstep: Class 11 contains 3977 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7125 members 
Mstep: Class 14 contains 9740 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 22024 members 
Mstep: Class 17 contains 28391 members 
Mstep: Class 18 contains 42848 members 
Mstep: Class 19 contains 32905 members 
Mstep: Class 20 contains 1644 members 
Mstep: Class 21 contains 89773 members 
Mstep: Class 22 contains 9790 members 
Mstep: Class 23 contains 431 members 
Mstep: Class 24 contains 5776 members 
Mstep: Class 25 contains 5200 members 
Mstep: Class 26 contains 5591 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34836 members 
Mstep: Class 29 contains 5054 members 
Mstep: Class 30 contains 21790 members 
Mstep: Class 31 contains 256 members 
Mstep: Class 32 contains 2955 members 
Mstep: Class 33 contains 21430 members 
Mstep: Class 34 contains 145 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5449 members 
Mstep: Class 37 contains 34348 members 
Mstep: Class 38 contains 125 members 
Mstep: Class 39 contains 119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80979088.000000 Penalty: 77823.304688
Iteration 239Q: 40 clusters Score -8.097909e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7126 members 
Mstep: Class 4 contains 2790 members 
Mstep: Class 5 contains 56612 members 
Mstep: Class 6 contains 64474 members 
Mstep: Class 7 contains 28256 members 
Mstep: Class 8 contains 12008 members 
Mstep: Class 9 contains 87559 members 
Mstep: Class 10 contains 9337 members 
Mstep: Class 11 contains 3977 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7125 members 
Mstep: Class 14 contains 9740 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 22024 members 
Mstep: Class 17 contains 28391 members 
Mstep: Class 18 contains 42848 members 
Mstep: Class 19 contains 32905 members 
Mstep: Class 20 contains 1644 members 
Mstep: Class 21 contains 89774 members 
Mstep: Class 22 contains 9790 members 
Mstep: Class 23 contains 431 members 
Mstep: Class 24 contains 5776 members 
Mstep: Class 25 contains 5200 members 
Mstep: Class 26 contains 5591 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34836 members 
Mstep: Class 29 contains 5054 members 
Mstep: Class 30 contains 21790 members 
Mstep: Class 31 contains 256 members 
Mstep: Class 32 contains 2955 members 
Mstep: Class 33 contains 21430 members 
Mstep: Class 34 contains 145 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5449 members 
Mstep: Class 37 contains 34348 members 
Mstep: Class 38 contains 125 members 
Mstep: Class 39 contains 119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80979112.000000 Penalty: 77823.304688
Iteration 240F: 40 clusters Score -8.097911e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7126 members 
Mstep: Class 4 contains 2790 members 
Mstep: Class 5 contains 56609 members 
Mstep: Class 6 contains 64474 members 
Mstep: Class 7 contains 28256 members 
Mstep: Class 8 contains 12008 members 
Mstep: Class 9 contains 87557 members 
Mstep: Class 10 contains 9337 members 
Mstep: Class 11 contains 3977 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7125 members 
Mstep: Class 14 contains 9740 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 22024 members 
Mstep: Class 17 contains 28391 members 
Mstep: Class 18 contains 42848 members 
Mstep: Class 19 contains 32905 members 
Mstep: Class 20 contains 1644 members 
Mstep: Class 21 contains 89778 members 
Mstep: Class 22 contains 9790 members 
Mstep: Class 23 contains 431 members 
Mstep: Class 24 contains 5776 members 
Mstep: Class 25 contains 5200 members 
Mstep: Class 26 contains 5591 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34836 members 
Mstep: Class 29 contains 5054 members 
Mstep: Class 30 contains 21790 members 
Mstep: Class 31 contains 256 members 
Mstep: Class 32 contains 2955 members 
Mstep: Class 33 contains 21431 members 
Mstep: Class 34 contains 145 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5449 members 
Mstep: Class 37 contains 34348 members 
Mstep: Class 38 contains 125 members 
Mstep: Class 39 contains 119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80979120.000000 Penalty: 77823.304688
Iteration 241Q: 40 clusters Score -8.097912e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7126 members 
Mstep: Class 4 contains 2790 members 
Mstep: Class 5 contains 56606 members 
Mstep: Class 6 contains 64474 members 
Mstep: Class 7 contains 28256 members 
Mstep: Class 8 contains 12008 members 
Mstep: Class 9 contains 87556 members 
Mstep: Class 10 contains 9337 members 
Mstep: Class 11 contains 3977 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7125 members 
Mstep: Class 14 contains 9740 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 22024 members 
Mstep: Class 17 contains 28391 members 
Mstep: Class 18 contains 42848 members 
Mstep: Class 19 contains 32905 members 
Mstep: Class 20 contains 1644 members 
Mstep: Class 21 contains 89782 members 
Mstep: Class 22 contains 9790 members 
Mstep: Class 23 contains 431 members 
Mstep: Class 24 contains 5776 members 
Mstep: Class 25 contains 5200 members 
Mstep: Class 26 contains 5591 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34836 members 
Mstep: Class 29 contains 5054 members 
Mstep: Class 30 contains 21790 members 
Mstep: Class 31 contains 256 members 
Mstep: Class 32 contains 2955 members 
Mstep: Class 33 contains 21431 members 
Mstep: Class 34 contains 145 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5449 members 
Mstep: Class 37 contains 34348 members 
Mstep: Class 38 contains 125 members 
Mstep: Class 39 contains 119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80979104.000000 Penalty: 77823.304688
Iteration 242Q: 40 clusters Score -8.09791e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7126 members 
Mstep: Class 4 contains 2790 members 
Mstep: Class 5 contains 56606 members 
Mstep: Class 6 contains 64474 members 
Mstep: Class 7 contains 28256 members 
Mstep: Class 8 contains 12008 members 
Mstep: Class 9 contains 87556 members 
Mstep: Class 10 contains 9337 members 
Mstep: Class 11 contains 3977 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7125 members 
Mstep: Class 14 contains 9740 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 22024 members 
Mstep: Class 17 contains 28391 members 
Mstep: Class 18 contains 42849 members 
Mstep: Class 19 contains 32905 members 
Mstep: Class 20 contains 1644 members 
Mstep: Class 21 contains 89781 members 
Mstep: Class 22 contains 9790 members 
Mstep: Class 23 contains 431 members 
Mstep: Class 24 contains 5776 members 
Mstep: Class 25 contains 5200 members 
Mstep: Class 26 contains 5591 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34836 members 
Mstep: Class 29 contains 5054 members 
Mstep: Class 30 contains 21790 members 
Mstep: Class 31 contains 256 members 
Mstep: Class 32 contains 2955 members 
Mstep: Class 33 contains 21431 members 
Mstep: Class 34 contains 145 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5449 members 
Mstep: Class 37 contains 34348 members 
Mstep: Class 38 contains 125 members 
Mstep: Class 39 contains 119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80979096.000000 Penalty: 77823.304688
Iteration 243Q: 40 clusters Score -8.09791e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7126 members 
Mstep: Class 4 contains 2790 members 
Mstep: Class 5 contains 56605 members 
Mstep: Class 6 contains 64474 members 
Mstep: Class 7 contains 28256 members 
Mstep: Class 8 contains 12008 members 
Mstep: Class 9 contains 87556 members 
Mstep: Class 10 contains 9337 members 
Mstep: Class 11 contains 3977 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7125 members 
Mstep: Class 14 contains 9740 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 22024 members 
Mstep: Class 17 contains 28391 members 
Mstep: Class 18 contains 42849 members 
Mstep: Class 19 contains 32905 members 
Mstep: Class 20 contains 1644 members 
Mstep: Class 21 contains 89782 members 
Mstep: Class 22 contains 9790 members 
Mstep: Class 23 contains 431 members 
Mstep: Class 24 contains 5776 members 
Mstep: Class 25 contains 5200 members 
Mstep: Class 26 contains 5591 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34836 members 
Mstep: Class 29 contains 5054 members 
Mstep: Class 30 contains 21790 members 
Mstep: Class 31 contains 256 members 
Mstep: Class 32 contains 2955 members 
Mstep: Class 33 contains 21431 members 
Mstep: Class 34 contains 145 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5449 members 
Mstep: Class 37 contains 34348 members 
Mstep: Class 38 contains 125 members 
Mstep: Class 39 contains 119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80979104.000000 Penalty: 77823.304688
Iteration 244Q: 40 clusters Score -8.09791e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7126 members 
Mstep: Class 4 contains 2790 members 
Mstep: Class 5 contains 56604 members 
Mstep: Class 6 contains 64474 members 
Mstep: Class 7 contains 28256 members 
Mstep: Class 8 contains 12008 members 
Mstep: Class 9 contains 87557 members 
Mstep: Class 10 contains 9337 members 
Mstep: Class 11 contains 3977 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7125 members 
Mstep: Class 14 contains 9740 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 22024 members 
Mstep: Class 17 contains 28391 members 
Mstep: Class 18 contains 42849 members 
Mstep: Class 19 contains 32905 members 
Mstep: Class 20 contains 1644 members 
Mstep: Class 21 contains 89782 members 
Mstep: Class 22 contains 9790 members 
Mstep: Class 23 contains 431 members 
Mstep: Class 24 contains 5776 members 
Mstep: Class 25 contains 5200 members 
Mstep: Class 26 contains 5591 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34836 members 
Mstep: Class 29 contains 5054 members 
Mstep: Class 30 contains 21790 members 
Mstep: Class 31 contains 256 members 
Mstep: Class 32 contains 2955 members 
Mstep: Class 33 contains 21431 members 
Mstep: Class 34 contains 145 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5449 members 
Mstep: Class 37 contains 34348 members 
Mstep: Class 38 contains 125 members 
Mstep: Class 39 contains 119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80979112.000000 Penalty: 77823.304688
Iteration 245Q: 40 clusters Score -8.097911e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 540 members 
Mstep: Class 3 contains 7126 members 
Mstep: Class 4 contains 2790 members 
Mstep: Class 5 contains 56604 members 
Mstep: Class 6 contains 64474 members 
Mstep: Class 7 contains 28256 members 
Mstep: Class 8 contains 12008 members 
Mstep: Class 9 contains 87557 members 
Mstep: Class 10 contains 9337 members 
Mstep: Class 11 contains 3977 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7125 members 
Mstep: Class 14 contains 9740 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 22024 members 
Mstep: Class 17 contains 28391 members 
Mstep: Class 18 contains 42849 members 
Mstep: Class 19 contains 32905 members 
Mstep: Class 20 contains 1644 members 
Mstep: Class 21 contains 89782 members 
Mstep: Class 22 contains 9790 members 
Mstep: Class 23 contains 431 members 
Mstep: Class 24 contains 5776 members 
Mstep: Class 25 contains 5200 members 
Mstep: Class 26 contains 5591 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34836 members 
Mstep: Class 29 contains 5054 members 
Mstep: Class 30 contains 21790 members 
Mstep: Class 31 contains 256 members 
Mstep: Class 32 contains 2955 members 
Mstep: Class 33 contains 21431 members 
Mstep: Class 34 contains 145 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5449 members 
Mstep: Class 37 contains 34348 members 
Mstep: Class 38 contains 125 members 
Mstep: Class 39 contains 119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80979112.000000 Penalty: 77823.304688
Iteration 246F: 40 clusters Score -8.097911e+07 nChanged 0
Entering ConstructFrom: 
Score: -80979112.000000 Penalty: 77823.304688
Entering ConstructFrom: 
Trying to split cluster 1 (4927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Entering Unmasked Estep 
Score: -574536.437500 Penalty: 1265.169800
	Iteration 0F: 2 clusters Score -574536.4 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 2478 members 
Entering Unmasked Estep 
Score: -570925.250000 Penalty: 2530.339600
	Iteration 0F: 3 clusters Score -570925.2 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -572056.562500 Penalty: 2530.339600
	Iteration 1F: 3 clusters Score -572056.6 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -572347.437500 Penalty: 2530.339600
	Iteration 2F: 3 clusters Score -572347.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -572532.687500 Penalty: 2530.339600
	Iteration 3F: 3 clusters Score -572532.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -572652.812500 Penalty: 2530.339600
	Iteration 4Q: 3 clusters Score -572652.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -572762.812500 Penalty: 2530.339600
	Iteration 5Q: 3 clusters Score -572762.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -572856.937500 Penalty: 2530.339600
	Iteration 6Q: 3 clusters Score -572856.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -572966.437500 Penalty: 2530.339600
	Iteration 7Q: 3 clusters Score -572966.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -573103.562500 Penalty: 2530.339600
	Iteration 8Q: 3 clusters Score -573103.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -573265.750000 Penalty: 2530.339600
	Iteration 9Q: 3 clusters Score -573265.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -573444.812500 Penalty: 2530.339600
	Iteration 10Q: 3 clusters Score -573444.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -573608.562500 Penalty: 2530.339600
	Iteration 11Q: 3 clusters Score -573608.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -573714.625000 Penalty: 2530.339600
	Iteration 12Q: 3 clusters Score -573714.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -573784.000000 Penalty: 2530.339600
	Iteration 13Q: 3 clusters Score -573784 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -573834.000000 Penalty: 2530.339600
	Iteration 14Q: 3 clusters Score -573834 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -573873.687500 Penalty: 2530.339600
	Iteration 15Q: 3 clusters Score -573873.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -573903.937500 Penalty: 2530.339600
	Iteration 16Q: 3 clusters Score -573903.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -573922.687500 Penalty: 2530.339600
	Iteration 17Q: 3 clusters Score -573922.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -573937.062500 Penalty: 2530.339600
	Iteration 18Q: 3 clusters Score -573937.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -573942.125000 Penalty: 2530.339600
	Iteration 19Q: 3 clusters Score -573942.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -573947.437500 Penalty: 2530.339600
	Iteration 20F: 3 clusters Score -573947.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -573949.187500 Penalty: 2530.339600
	Iteration 21Q: 3 clusters Score -573949.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -573952.187500 Penalty: 2530.339600
	Iteration 22Q: 3 clusters Score -573952.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -573954.500000 Penalty: 2530.339600
	Iteration 23Q: 3 clusters Score -573954.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -573955.312500 Penalty: 2530.339600
	Iteration 24Q: 3 clusters Score -573955.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -573956.000000 Penalty: 2530.339600
	Iteration 25Q: 3 clusters Score -573956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -573956.125000 Penalty: 2530.339600
	Iteration 26Q: 3 clusters Score -573956.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -573956.125000 Penalty: 2530.339600
	Iteration 27F: 3 clusters Score -573956.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -47565.976562 Penalty: 936.185547
	Iteration 0F: 2 clusters Score -47565.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -46722.468750 Penalty: 1872.371094
	Iteration 0F: 3 clusters Score -46722.47 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -47003.031250 Penalty: 1872.371094
	Iteration 1F: 3 clusters Score -47003.03 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -47144.136719 Penalty: 1872.371094
	Iteration 2F: 3 clusters Score -47144.14 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -47226.898438 Penalty: 1872.371094
	Iteration 3Q: 3 clusters Score -47226.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -47312.710938 Penalty: 1872.371094
	Iteration 4Q: 3 clusters Score -47312.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -47386.343750 Penalty: 1872.371094
	Iteration 5Q: 3 clusters Score -47386.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -47475.367188 Penalty: 1872.371094
	Iteration 6Q: 3 clusters Score -47475.37 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -47616.027344 Penalty: 1872.371094
	Iteration 7Q: 3 clusters Score -47616.03 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -47753.601562 Penalty: 1872.371094
	Iteration 8Q: 3 clusters Score -47753.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -47840.226562 Penalty: 1872.371094
	Iteration 9Q: 3 clusters Score -47840.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -47851.843750 Penalty: 1872.371094
	Iteration 10Q: 3 clusters Score -47851.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -47870.671875 Penalty: 1872.371094
	Iteration 11Q: 3 clusters Score -47870.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -47880.351562 Penalty: 1872.371094
	Iteration 12Q: 3 clusters Score -47880.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -47898.792969 Penalty: 1872.371094
	Iteration 13Q: 3 clusters Score -47898.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -47918.847656 Penalty: 1872.371094
	Iteration 14Q: 3 clusters Score -47918.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -47956.730469 Penalty: 1872.371094
	Iteration 15Q: 3 clusters Score -47956.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -47997.882812 Penalty: 1872.371094
	Iteration 16Q: 3 clusters Score -47997.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -48015.328125 Penalty: 1872.371094
	Iteration 17Q: 3 clusters Score -48015.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -48043.253906 Penalty: 1872.371094
	Iteration 18Q: 3 clusters Score -48043.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -48046.750000 Penalty: 1872.371094
	Iteration 19Q: 3 clusters Score -48046.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -48046.750000 Penalty: 1872.371094
	Iteration 20F: 3 clusters Score -48046.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 186 members 
Mstep: Class 3 contains 7126 members 
Mstep: Class 4 contains 2790 members 
Mstep: Class 5 contains 56604 members 
Mstep: Class 6 contains 64474 members 
Mstep: Class 7 contains 28256 members 
Mstep: Class 8 contains 12008 members 
Mstep: Class 9 contains 87557 members 
Mstep: Class 10 contains 9337 members 
Mstep: Class 11 contains 3977 members 
Mstep: Class 12 contains 125 members 
Mstep: Class 13 contains 7125 members 
Mstep: Class 14 contains 9740 members 
Mstep: Class 15 contains 438 members 
Mstep: Class 16 contains 22024 members 
Mstep: Class 17 contains 28391 members 
Mstep: Class 18 contains 42849 members 
Mstep: Class 19 contains 32905 members 
Mstep: Class 20 contains 1644 members 
Mstep: Class 21 contains 89782 members 
Mstep: Class 22 contains 9790 members 
Mstep: Class 23 contains 431 members 
Mstep: Class 24 contains 5776 members 
Mstep: Class 25 contains 5200 members 
Mstep: Class 26 contains 5591 members 
Mstep: Class 27 contains 586 members 
Mstep: Class 28 contains 34836 members 
Mstep: Class 29 contains 5054 members 
Mstep: Class 30 contains 21790 members 
Mstep: Class 31 contains 256 members 
Mstep: Class 32 contains 2955 members 
Mstep: Class 33 contains 21431 members 
Mstep: Class 34 contains 145 members 
Mstep: Class 35 contains 403 members 
Mstep: Class 36 contains 5449 members 
Mstep: Class 37 contains 34348 members 
Mstep: Class 38 contains 125 members 
Mstep: Class 39 contains 119 members 
Mstep: Class 40 contains 354 members 
Entering Unmasked Estep 
Score: -80978488.000000 Penalty: 79818.773438
Splitting cluster 2 changes total score from -80979112.000000 to -80978488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (7126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Entering Unmasked Estep 
Score: -903546.500000 Penalty: 1320.080078
	Iteration 0F: 2 clusters Score -903546.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -898629.750000 Penalty: 2640.160156
	Iteration 0F: 3 clusters Score -898629.8 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -900167.187500 Penalty: 2640.160156
	Iteration 1F: 3 clusters Score -900167.2 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -900401.250000 Penalty: 2640.160156
	Iteration 2F: 3 clusters Score -900401.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -900544.500000 Penalty: 2640.160156
	Iteration 3Q: 3 clusters Score -900544.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -900671.437500 Penalty: 2640.160156
	Iteration 4Q: 3 clusters Score -900671.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -900775.812500 Penalty: 2640.160156
	Iteration 5Q: 3 clusters Score -900775.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -900882.312500 Penalty: 2640.160156
	Iteration 6Q: 3 clusters Score -900882.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -900977.125000 Penalty: 2640.160156
	Iteration 7Q: 3 clusters Score -900977.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -901063.937500 Penalty: 2640.160156
	Iteration 8Q: 3 clusters Score -901063.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -901153.125000 Penalty: 2640.160156
	Iteration 9Q: 3 clusters Score -901153.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -901250.062500 Penalty: 2640.160156
	Iteration 10Q: 3 clusters Score -901250.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -901327.125000 Penalty: 2640.160156
	Iteration 11Q: 3 clusters Score -901327.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -901394.062500 Penalty: 2640.160156
	Iteration 12Q: 3 clusters Score -901394.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -901464.750000 Penalty: 2640.160156
	Iteration 13Q: 3 clusters Score -901464.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -901541.187500 Penalty: 2640.160156
	Iteration 14Q: 3 clusters Score -901541.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -901620.375000 Penalty: 2640.160156
	Iteration 15Q: 3 clusters Score -901620.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -901716.562500 Penalty: 2640.160156
	Iteration 16Q: 3 clusters Score -901716.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -901824.437500 Penalty: 2640.160156
	Iteration 17Q: 3 clusters Score -901824.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -901937.687500 Penalty: 2640.160156
	Iteration 18Q: 3 clusters Score -901937.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -902032.562500 Penalty: 2640.160156
	Iteration 19Q: 3 clusters Score -902032.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -902123.312500 Penalty: 2640.160156
	Iteration 20F: 3 clusters Score -902123.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -902196.687500 Penalty: 2640.160156
	Iteration 21Q: 3 clusters Score -902196.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -902248.312500 Penalty: 2640.160156
	Iteration 22Q: 3 clusters Score -902248.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -902293.375000 Penalty: 2640.160156
	Iteration 23Q: 3 clusters Score -902293.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -902337.937500 Penalty: 2640.160156
	Iteration 24Q: 3 clusters Score -902337.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -902367.500000 Penalty: 2640.160156
	Iteration 25Q: 3 clusters Score -902367.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -902390.062500 Penalty: 2640.160156
	Iteration 26Q: 3 clusters Score -902390.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -902415.437500 Penalty: 2640.160156
	Iteration 27Q: 3 clusters Score -902415.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -902432.375000 Penalty: 2640.160156
	Iteration 28Q: 3 clusters Score -902432.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -902445.187500 Penalty: 2640.160156
	Iteration 29Q: 3 clusters Score -902445.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -902453.375000 Penalty: 2640.160156
	Iteration 30Q: 3 clusters Score -902453.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -902462.250000 Penalty: 2640.160156
	Iteration 31Q: 3 clusters Score -902462.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -902476.500000 Penalty: 2640.160156
	Iteration 32Q: 3 clusters Score -902476.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -902482.687500 Penalty: 2640.160156
	Iteration 33Q: 3 clusters Score -902482.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -902490.500000 Penalty: 2640.160156
	Iteration 34Q: 3 clusters Score -902490.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -902494.687500 Penalty: 2640.160156
	Iteration 35Q: 3 clusters Score -902494.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -902499.187500 Penalty: 2640.160156
	Iteration 36Q: 3 clusters Score -902499.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -902501.687500 Penalty: 2640.160156
	Iteration 37Q: 3 clusters Score -902501.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -902504.937500 Penalty: 2640.160156
	Iteration 38Q: 3 clusters Score -902504.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -902508.437500 Penalty: 2640.160156
	Iteration 39Q: 3 clusters Score -902508.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -902513.312500 Penalty: 2640.160156
	Iteration 40F: 3 clusters Score -902513.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -902519.250000 Penalty: 2640.160156
	Iteration 41Q: 3 clusters Score -902519.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -902526.312500 Penalty: 2640.160156
	Iteration 42Q: 3 clusters Score -902526.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -902528.562500 Penalty: 2640.160156
	Iteration 43Q: 3 clusters Score -902528.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -902529.062500 Penalty: 2640.160156
	Iteration 44Q: 3 clusters Score -902529.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -902529.437500 Penalty: 2640.160156
	Iteration 45Q: 3 clusters Score -902529.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -902531.312500 Penalty: 2640.160156
	Iteration 46Q: 3 clusters Score -902531.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -902532.062500 Penalty: 2640.160156
	Iteration 47Q: 3 clusters Score -902532.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -902532.437500 Penalty: 2640.160156
	Iteration 48Q: 3 clusters Score -902532.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -902532.437500 Penalty: 2640.160156
	Iteration 49F: 3 clusters Score -902532.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Entering Unmasked Estep 
Score: -303831.843750 Penalty: 1180.548950
	Iteration 0F: 2 clusters Score -303831.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -301500.937500 Penalty: 2361.097900
	Iteration 0F: 3 clusters Score -301500.9 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -302217.218750 Penalty: 2361.097900
	Iteration 1F: 3 clusters Score -302217.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -302393.500000 Penalty: 2361.097900
	Iteration 2F: 3 clusters Score -302393.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -302498.406250 Penalty: 2361.097900
	Iteration 3Q: 3 clusters Score -302498.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -302562.312500 Penalty: 2361.097900
	Iteration 4Q: 3 clusters Score -302562.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -302603.062500 Penalty: 2361.097900
	Iteration 5Q: 3 clusters Score -302603.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -302633.375000 Penalty: 2361.097900
	Iteration 6Q: 3 clusters Score -302633.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -302646.125000 Penalty: 2361.097900
	Iteration 7Q: 3 clusters Score -302646.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -302653.531250 Penalty: 2361.097900
	Iteration 8Q: 3 clusters Score -302653.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -302661.625000 Penalty: 2361.097900
	Iteration 9Q: 3 clusters Score -302661.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -302672.312500 Penalty: 2361.097900
	Iteration 10Q: 3 clusters Score -302672.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -302682.312500 Penalty: 2361.097900
	Iteration 11Q: 3 clusters Score -302682.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -302691.281250 Penalty: 2361.097900
	Iteration 12Q: 3 clusters Score -302691.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -302696.531250 Penalty: 2361.097900
	Iteration 13Q: 3 clusters Score -302696.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -302699.843750 Penalty: 2361.097900
	Iteration 14Q: 3 clusters Score -302699.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -302702.093750 Penalty: 2361.097900
	Iteration 15Q: 3 clusters Score -302702.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -302703.812500 Penalty: 2361.097900
	Iteration 16Q: 3 clusters Score -302703.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -302705.718750 Penalty: 2361.097900
	Iteration 17Q: 3 clusters Score -302705.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -302707.343750 Penalty: 2361.097900
	Iteration 18Q: 3 clusters Score -302707.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -302708.625000 Penalty: 2361.097900
	Iteration 19Q: 3 clusters Score -302708.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -302708.875000 Penalty: 2361.097900
	Iteration 20F: 3 clusters Score -302708.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -302709.718750 Penalty: 2361.097900
	Iteration 21Q: 3 clusters Score -302709.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -302711.312500 Penalty: 2361.097900
	Iteration 22Q: 3 clusters Score -302711.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -302711.312500 Penalty: 2361.097900
	Iteration 23F: 3 clusters Score -302711.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (56604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56604 members 
Entering Unmasked Estep 
Score: -7367636.500000 Penalty: 1628.442749
	Iteration 0F: 2 clusters Score -7367636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28214 members 
Mstep: Class 2 contains 28390 members 
Entering Unmasked Estep 
Score: -7332100.000000 Penalty: 3256.885498
	Iteration 0F: 3 clusters Score -7332100 nChanged 26157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27023 members 
Mstep: Class 2 contains 29581 members 
Entering Unmasked Estep 
Score: -7346777.000000 Penalty: 3256.885498
	Iteration 1F: 3 clusters Score -7346777 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26298 members 
Mstep: Class 2 contains 30306 members 
Entering Unmasked Estep 
Score: -7347317.500000 Penalty: 3256.885498
	Iteration 2Q: 3 clusters Score -7347318 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25333 members 
Mstep: Class 2 contains 31271 members 
Entering Unmasked Estep 
Score: -7347894.500000 Penalty: 3256.885498
	Iteration 3Q: 3 clusters Score -7347894 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 32587 members 
Entering Unmasked Estep 
Score: -7348601.500000 Penalty: 3256.885498
	Iteration 4Q: 3 clusters Score -7348602 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 34475 members 
Entering Unmasked Estep 
Score: -7349532.500000 Penalty: 3256.885498
	Iteration 5Q: 3 clusters Score -7349532 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19630 members 
Mstep: Class 2 contains 36974 members 
Entering Unmasked Estep 
Score: -7351031.000000 Penalty: 3256.885498
	Iteration 6F: 3 clusters Score -7351031 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 40313 members 
Entering Unmasked Estep 
Score: -7353429.500000 Penalty: 3256.885498
	Iteration 7F: 3 clusters Score -7353430 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 44205 members 
Entering Unmasked Estep 
Score: -7356562.000000 Penalty: 3256.885498
	Iteration 8F: 3 clusters Score -7356562 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 47944 members 
Entering Unmasked Estep 
Score: -7359831.000000 Penalty: 3256.885498
	Iteration 9F: 3 clusters Score -7359831 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 50835 members 
Entering Unmasked Estep 
Score: -7362283.000000 Penalty: 3256.885498
	Iteration 10F: 3 clusters Score -7362283 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 52709 members 
Entering Unmasked Estep 
Score: -7363852.000000 Penalty: 3256.885498
	Iteration 11Q: 3 clusters Score -7363852 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 53824 members 
Entering Unmasked Estep 
Score: -7364791.000000 Penalty: 3256.885498
	Iteration 12Q: 3 clusters Score -7364791 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 54472 members 
Entering Unmasked Estep 
Score: -7365344.000000 Penalty: 3256.885498
	Iteration 13Q: 3 clusters Score -7365344 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 54830 members 
Entering Unmasked Estep 
Score: -7365627.000000 Penalty: 3256.885498
	Iteration 14Q: 3 clusters Score -7365627 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 55048 members 
Entering Unmasked Estep 
Score: -7365869.500000 Penalty: 3256.885498
	Iteration 15Q: 3 clusters Score -7365870 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 55218 members 
Entering Unmasked Estep 
Score: -7366004.000000 Penalty: 3256.885498
	Iteration 16Q: 3 clusters Score -7366004 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 55360 members 
Entering Unmasked Estep 
Score: -7366119.000000 Penalty: 3256.885498
	Iteration 17Q: 3 clusters Score -7366119 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 55449 members 
Entering Unmasked Estep 
Score: -7366180.000000 Penalty: 3256.885498
	Iteration 18Q: 3 clusters Score -7366180 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 55527 members 
Entering Unmasked Estep 
Score: -7366239.000000 Penalty: 3256.885498
	Iteration 19Q: 3 clusters Score -7366239 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 55592 members 
Entering Unmasked Estep 
Score: -7366300.500000 Penalty: 3256.885498
	Iteration 20F: 3 clusters Score -7366300 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 55633 members 
Entering Unmasked Estep 
Score: -7366341.500000 Penalty: 3256.885498
	Iteration 21Q: 3 clusters Score -7366342 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 55661 members 
Entering Unmasked Estep 
Score: -7366361.500000 Penalty: 3256.885498
	Iteration 22Q: 3 clusters Score -7366362 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 55681 members 
Entering Unmasked Estep 
Score: -7366380.500000 Penalty: 3256.885498
	Iteration 23Q: 3 clusters Score -7366380 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 55693 members 
Entering Unmasked Estep 
Score: -7366385.500000 Penalty: 3256.885498
	Iteration 24Q: 3 clusters Score -7366386 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 55710 members 
Entering Unmasked Estep 
Score: -7366391.500000 Penalty: 3256.885498
	Iteration 25Q: 3 clusters Score -7366392 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 55723 members 
Entering Unmasked Estep 
Score: -7366397.500000 Penalty: 3256.885498
	Iteration 26Q: 3 clusters Score -7366398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 55730 members 
Entering Unmasked Estep 
Score: -7366400.500000 Penalty: 3256.885498
	Iteration 27Q: 3 clusters Score -7366400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 55736 members 
Entering Unmasked Estep 
Score: -7366400.500000 Penalty: 3256.885498
	Iteration 28Q: 3 clusters Score -7366400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 55744 members 
Entering Unmasked Estep 
Score: -7366416.000000 Penalty: 3256.885498
	Iteration 29Q: 3 clusters Score -7366416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 55753 members 
Entering Unmasked Estep 
Score: -7366419.000000 Penalty: 3256.885498
	Iteration 30Q: 3 clusters Score -7366419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 55760 members 
Entering Unmasked Estep 
Score: -7366422.500000 Penalty: 3256.885498
	Iteration 31Q: 3 clusters Score -7366422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 55767 members 
Entering Unmasked Estep 
Score: -7366425.500000 Penalty: 3256.885498
	Iteration 32Q: 3 clusters Score -7366426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 55770 members 
Entering Unmasked Estep 
Score: -7366440.000000 Penalty: 3256.885498
	Iteration 33Q: 3 clusters Score -7366440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 55774 members 
Entering Unmasked Estep 
Score: -7366449.500000 Penalty: 3256.885498
	Iteration 34Q: 3 clusters Score -7366450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 55773 members 
Entering Unmasked Estep 
Score: -7366441.500000 Penalty: 3256.885498
	Iteration 35Q: 3 clusters Score -7366442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 55778 members 
Entering Unmasked Estep 
Score: -7366448.500000 Penalty: 3256.885498
	Iteration 36Q: 3 clusters Score -7366448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 55780 members 
Entering Unmasked Estep 
Score: -7366451.500000 Penalty: 3256.885498
	Iteration 37Q: 3 clusters Score -7366452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 55781 members 
Entering Unmasked Estep 
Score: -7366456.500000 Penalty: 3256.885498
	Iteration 38Q: 3 clusters Score -7366456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 55783 members 
Entering Unmasked Estep 
Score: -7366457.500000 Penalty: 3256.885498
	Iteration 39Q: 3 clusters Score -7366458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 55783 members 
Entering Unmasked Estep 
Score: -7366463.000000 Penalty: 3256.885498
	Iteration 40F: 3 clusters Score -7366463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 55784 members 
Entering Unmasked Estep 
Score: -7366464.000000 Penalty: 3256.885498
	Iteration 41Q: 3 clusters Score -7366464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 55787 members 
Entering Unmasked Estep 
Score: -7366466.500000 Penalty: 3256.885498
	Iteration 42Q: 3 clusters Score -7366466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 55789 members 
Entering Unmasked Estep 
Score: -7366463.500000 Penalty: 3256.885498
	Iteration 43Q: 3 clusters Score -7366464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 55793 members 
Entering Unmasked Estep 
Score: -7366470.500000 Penalty: 3256.885498
	Iteration 44Q: 3 clusters Score -7366470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 55796 members 
Entering Unmasked Estep 
Score: -7366471.500000 Penalty: 3256.885498
	Iteration 45Q: 3 clusters Score -7366472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 55798 members 
Entering Unmasked Estep 
Score: -7366465.500000 Penalty: 3256.885498
	Iteration 46Q: 3 clusters Score -7366466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 55803 members 
Entering Unmasked Estep 
Score: -7366468.000000 Penalty: 3256.885498
	Iteration 47Q: 3 clusters Score -7366468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 55805 members 
Entering Unmasked Estep 
Score: -7366468.000000 Penalty: 3256.885498
	Iteration 48Q: 3 clusters Score -7366468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 55806 members 
Entering Unmasked Estep 
Score: -7366471.500000 Penalty: 3256.885498
	Iteration 49Q: 3 clusters Score -7366472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 55809 members 
Entering Unmasked Estep 
Score: -7366473.000000 Penalty: 3256.885498
	Iteration 50Q: 3 clusters Score -7366473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 55810 members 
Entering Unmasked Estep 
Score: -7366473.000000 Penalty: 3256.885498
	Iteration 51Q: 3 clusters Score -7366473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 55811 members 
Entering Unmasked Estep 
Score: -7366483.500000 Penalty: 3256.885498
	Iteration 52Q: 3 clusters Score -7366484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 55811 members 
Entering Unmasked Estep 
Score: -7366478.500000 Penalty: 3256.885498
	Iteration 53Q: 3 clusters Score -7366478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 55811 members 
Entering Unmasked Estep 
Score: -7366483.000000 Penalty: 3256.885498
	Iteration 54Q: 3 clusters Score -7366483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 55812 members 
Entering Unmasked Estep 
Score: -7366480.500000 Penalty: 3256.885498
	Iteration 55Q: 3 clusters Score -7366480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 55812 members 
Entering Unmasked Estep 
Score: -7366480.500000 Penalty: 3256.885498
	Iteration 56F: 3 clusters Score -7366480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (64474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64474 members 
Entering Unmasked Estep 
Score: -8042133.000000 Penalty: 1647.813843
	Iteration 0F: 2 clusters Score -8042133 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32443 members 
Mstep: Class 2 contains 32031 members 
Entering Unmasked Estep 
Score: -8002079.500000 Penalty: 3295.627686
	Iteration 0F: 3 clusters Score -8002080 nChanged 30138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34047 members 
Mstep: Class 2 contains 30427 members 
Entering Unmasked Estep 
Score: -8018874.500000 Penalty: 3295.627686
	Iteration 1F: 3 clusters Score -8018874 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35150 members 
Mstep: Class 2 contains 29324 members 
Entering Unmasked Estep 
Score: -8019563.000000 Penalty: 3295.627686
	Iteration 2Q: 3 clusters Score -8019563 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36755 members 
Mstep: Class 2 contains 27719 members 
Entering Unmasked Estep 
Score: -8020367.000000 Penalty: 3295.627686
	Iteration 3Q: 3 clusters Score -8020367 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39092 members 
Mstep: Class 2 contains 25382 members 
Entering Unmasked Estep 
Score: -8021396.000000 Penalty: 3295.627686
	Iteration 4Q: 3 clusters Score -8021396 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42449 members 
Mstep: Class 2 contains 22025 members 
Entering Unmasked Estep 
Score: -8023142.500000 Penalty: 3295.627686
	Iteration 5F: 3 clusters Score -8023142 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46765 members 
Mstep: Class 2 contains 17709 members 
Entering Unmasked Estep 
Score: -8025768.500000 Penalty: 3295.627686
	Iteration 6F: 3 clusters Score -8025768 nChanged 5188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51891 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -8029480.500000 Penalty: 3295.627686
	Iteration 7F: 3 clusters Score -8029480 nChanged 5041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56920 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -8033598.000000 Penalty: 3295.627686
	Iteration 8F: 3 clusters Score -8033598 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60713 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -8037044.500000 Penalty: 3295.627686
	Iteration 9F: 3 clusters Score -8037044 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62876 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -8039098.500000 Penalty: 3295.627686
	Iteration 10Q: 3 clusters Score -8039098 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63762 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -8040027.000000 Penalty: 3295.627686
	Iteration 11Q: 3 clusters Score -8040027 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64028 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -8040388.000000 Penalty: 3295.627686
	Iteration 12Q: 3 clusters Score -8040388 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64127 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -8040554.000000 Penalty: 3295.627686
	Iteration 13Q: 3 clusters Score -8040554 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64167 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -8040632.500000 Penalty: 3295.627686
	Iteration 14Q: 3 clusters Score -8040632 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64183 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -8040686.000000 Penalty: 3295.627686
	Iteration 15Q: 3 clusters Score -8040686 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64192 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -8040710.000000 Penalty: 3295.627686
	Iteration 16Q: 3 clusters Score -8040710 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64203 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -8040747.000000 Penalty: 3295.627686
	Iteration 17Q: 3 clusters Score -8040747 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64209 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -8040767.000000 Penalty: 3295.627686
	Iteration 18Q: 3 clusters Score -8040767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64212 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -8040775.000000 Penalty: 3295.627686
	Iteration 19Q: 3 clusters Score -8040775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64218 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -8040790.500000 Penalty: 3295.627686
	Iteration 20F: 3 clusters Score -8040790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64219 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -8040789.500000 Penalty: 3295.627686
	Iteration 21Q: 3 clusters Score -8040790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64221 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -8040795.500000 Penalty: 3295.627686
	Iteration 22Q: 3 clusters Score -8040796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64224 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -8040801.000000 Penalty: 3295.627686
	Iteration 23Q: 3 clusters Score -8040801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64224 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -8040805.500000 Penalty: 3295.627686
	Iteration 24Q: 3 clusters Score -8040806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64224 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -8040805.500000 Penalty: 3295.627686
	Iteration 25F: 3 clusters Score -8040806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (28256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28256 members 
Entering Unmasked Estep 
Score: -3303836.000000 Penalty: 1525.060425
	Iteration 0F: 2 clusters Score -3303836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -3285451.750000 Penalty: 3050.120850
	Iteration 0F: 3 clusters Score -3285452 nChanged 12634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -3292231.000000 Penalty: 3050.120850
	Iteration 1F: 3 clusters Score -3292231 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -3292719.000000 Penalty: 3050.120850
	Iteration 2F: 3 clusters Score -3292719 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -3293129.000000 Penalty: 3050.120850
	Iteration 3Q: 3 clusters Score -3293129 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -3293526.000000 Penalty: 3050.120850
	Iteration 4Q: 3 clusters Score -3293526 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -3293964.750000 Penalty: 3050.120850
	Iteration 5Q: 3 clusters Score -3293965 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -3294488.750000 Penalty: 3050.120850
	Iteration 6Q: 3 clusters Score -3294489 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -3295125.250000 Penalty: 3050.120850
	Iteration 7Q: 3 clusters Score -3295125 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -3295899.750000 Penalty: 3050.120850
	Iteration 8F: 3 clusters Score -3295900 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -3296862.500000 Penalty: 3050.120850
	Iteration 9F: 3 clusters Score -3296862 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -3297907.750000 Penalty: 3050.120850
	Iteration 10F: 3 clusters Score -3297908 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 21751 members 
Entering Unmasked Estep 
Score: -3298988.500000 Penalty: 3050.120850
	Iteration 11F: 3 clusters Score -3298988 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 23121 members 
Entering Unmasked Estep 
Score: -3299995.750000 Penalty: 3050.120850
	Iteration 12F: 3 clusters Score -3299996 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 24304 members 
Entering Unmasked Estep 
Score: -3300926.000000 Penalty: 3050.120850
	Iteration 13Q: 3 clusters Score -3300926 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 25246 members 
Entering Unmasked Estep 
Score: -3301649.000000 Penalty: 3050.120850
	Iteration 14Q: 3 clusters Score -3301649 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 25908 members 
Entering Unmasked Estep 
Score: -3302145.750000 Penalty: 3050.120850
	Iteration 15Q: 3 clusters Score -3302146 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 26332 members 
Entering Unmasked Estep 
Score: -3302501.000000 Penalty: 3050.120850
	Iteration 16Q: 3 clusters Score -3302501 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 26605 members 
Entering Unmasked Estep 
Score: -3302780.000000 Penalty: 3050.120850
	Iteration 17Q: 3 clusters Score -3302780 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 26791 members 
Entering Unmasked Estep 
Score: -3303000.750000 Penalty: 3050.120850
	Iteration 18Q: 3 clusters Score -3303001 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 26887 members 
Entering Unmasked Estep 
Score: -3303136.000000 Penalty: 3050.120850
	Iteration 19Q: 3 clusters Score -3303136 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 26947 members 
Entering Unmasked Estep 
Score: -3303221.750000 Penalty: 3050.120850
	Iteration 20F: 3 clusters Score -3303222 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 26976 members 
Entering Unmasked Estep 
Score: -3303273.250000 Penalty: 3050.120850
	Iteration 21Q: 3 clusters Score -3303273 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 27015 members 
Entering Unmasked Estep 
Score: -3303317.250000 Penalty: 3050.120850
	Iteration 22Q: 3 clusters Score -3303317 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 27057 members 
Entering Unmasked Estep 
Score: -3303352.250000 Penalty: 3050.120850
	Iteration 23Q: 3 clusters Score -3303352 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 27090 members 
Entering Unmasked Estep 
Score: -3303390.250000 Penalty: 3050.120850
	Iteration 24Q: 3 clusters Score -3303390 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 27120 members 
Entering Unmasked Estep 
Score: -3303421.750000 Penalty: 3050.120850
	Iteration 25Q: 3 clusters Score -3303422 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 27133 members 
Entering Unmasked Estep 
Score: -3303440.750000 Penalty: 3050.120850
	Iteration 26Q: 3 clusters Score -3303441 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 27147 members 
Entering Unmasked Estep 
Score: -3303452.500000 Penalty: 3050.120850
	Iteration 27Q: 3 clusters Score -3303452 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 27154 members 
Entering Unmasked Estep 
Score: -3303463.250000 Penalty: 3050.120850
	Iteration 28Q: 3 clusters Score -3303463 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 27156 members 
Entering Unmasked Estep 
Score: -3303475.500000 Penalty: 3050.120850
	Iteration 29Q: 3 clusters Score -3303476 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 27159 members 
Entering Unmasked Estep 
Score: -3303481.250000 Penalty: 3050.120850
	Iteration 30Q: 3 clusters Score -3303481 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 27158 members 
Entering Unmasked Estep 
Score: -3303486.250000 Penalty: 3050.120850
	Iteration 31Q: 3 clusters Score -3303486 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 27167 members 
Entering Unmasked Estep 
Score: -3303492.000000 Penalty: 3050.120850
	Iteration 32Q: 3 clusters Score -3303492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 27176 members 
Entering Unmasked Estep 
Score: -3303498.500000 Penalty: 3050.120850
	Iteration 33Q: 3 clusters Score -3303498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 27177 members 
Entering Unmasked Estep 
Score: -3303500.250000 Penalty: 3050.120850
	Iteration 34Q: 3 clusters Score -3303500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 27179 members 
Entering Unmasked Estep 
Score: -3303503.000000 Penalty: 3050.120850
	Iteration 35Q: 3 clusters Score -3303503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 27179 members 
Entering Unmasked Estep 
Score: -3303503.000000 Penalty: 3050.120850
	Iteration 36F: 3 clusters Score -3303503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Entering Unmasked Estep 
Score: -1440446.625000 Penalty: 1397.727295
	Iteration 0F: 2 clusters Score -1440447 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1432451.375000 Penalty: 2795.454590
	Iteration 0F: 3 clusters Score -1432451 nChanged 5037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1435136.625000 Penalty: 2795.454590
	Iteration 1F: 3 clusters Score -1435137 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1435473.250000 Penalty: 2795.454590
	Iteration 2F: 3 clusters Score -1435473 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1435744.625000 Penalty: 2795.454590
	Iteration 3Q: 3 clusters Score -1435745 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1435978.625000 Penalty: 2795.454590
	Iteration 4Q: 3 clusters Score -1435979 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1436183.750000 Penalty: 2795.454590
	Iteration 5Q: 3 clusters Score -1436184 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1436407.125000 Penalty: 2795.454590
	Iteration 6Q: 3 clusters Score -1436407 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1436652.625000 Penalty: 2795.454590
	Iteration 7Q: 3 clusters Score -1436653 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1436928.250000 Penalty: 2795.454590
	Iteration 8Q: 3 clusters Score -1436928 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1437222.875000 Penalty: 2795.454590
	Iteration 9Q: 3 clusters Score -1437223 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1437492.625000 Penalty: 2795.454590
	Iteration 10Q: 3 clusters Score -1437493 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1437729.125000 Penalty: 2795.454590
	Iteration 11Q: 3 clusters Score -1437729 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1437933.750000 Penalty: 2795.454590
	Iteration 12Q: 3 clusters Score -1437934 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1438128.000000 Penalty: 2795.454590
	Iteration 13Q: 3 clusters Score -1438128 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1438294.625000 Penalty: 2795.454590
	Iteration 14Q: 3 clusters Score -1438295 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1438432.250000 Penalty: 2795.454590
	Iteration 15Q: 3 clusters Score -1438432 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1438546.250000 Penalty: 2795.454590
	Iteration 16Q: 3 clusters Score -1438546 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -1438648.250000 Penalty: 2795.454590
	Iteration 17Q: 3 clusters Score -1438648 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1438736.625000 Penalty: 2795.454590
	Iteration 18Q: 3 clusters Score -1438737 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1438792.500000 Penalty: 2795.454590
	Iteration 19Q: 3 clusters Score -1438792 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1438851.000000 Penalty: 2795.454590
	Iteration 20F: 3 clusters Score -1438851 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1438901.500000 Penalty: 2795.454590
	Iteration 21Q: 3 clusters Score -1438902 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1438941.750000 Penalty: 2795.454590
	Iteration 22Q: 3 clusters Score -1438942 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1438985.625000 Penalty: 2795.454590
	Iteration 23Q: 3 clusters Score -1438986 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1439021.125000 Penalty: 2795.454590
	Iteration 24Q: 3 clusters Score -1439021 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1439071.375000 Penalty: 2795.454590
	Iteration 25Q: 3 clusters Score -1439071 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1439114.625000 Penalty: 2795.454590
	Iteration 26Q: 3 clusters Score -1439115 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1439156.375000 Penalty: 2795.454590
	Iteration 27Q: 3 clusters Score -1439156 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1439189.625000 Penalty: 2795.454590
	Iteration 28Q: 3 clusters Score -1439190 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1439221.375000 Penalty: 2795.454590
	Iteration 29Q: 3 clusters Score -1439221 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1439249.750000 Penalty: 2795.454590
	Iteration 30Q: 3 clusters Score -1439250 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1439275.250000 Penalty: 2795.454590
	Iteration 31Q: 3 clusters Score -1439275 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1439306.500000 Penalty: 2795.454590
	Iteration 32Q: 3 clusters Score -1439306 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1439340.625000 Penalty: 2795.454590
	Iteration 33Q: 3 clusters Score -1439341 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1439371.750000 Penalty: 2795.454590
	Iteration 34Q: 3 clusters Score -1439372 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1439405.000000 Penalty: 2795.454590
	Iteration 35Q: 3 clusters Score -1439405 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1439443.875000 Penalty: 2795.454590
	Iteration 36Q: 3 clusters Score -1439444 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1439471.625000 Penalty: 2795.454590
	Iteration 37Q: 3 clusters Score -1439472 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1439499.250000 Penalty: 2795.454590
	Iteration 38Q: 3 clusters Score -1439499 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1439521.000000 Penalty: 2795.454590
	Iteration 39Q: 3 clusters Score -1439521 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1439545.625000 Penalty: 2795.454590
	Iteration 40F: 3 clusters Score -1439546 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1439570.250000 Penalty: 2795.454590
	Iteration 41Q: 3 clusters Score -1439570 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1439584.375000 Penalty: 2795.454590
	Iteration 42Q: 3 clusters Score -1439584 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1439592.250000 Penalty: 2795.454590
	Iteration 43Q: 3 clusters Score -1439592 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1439602.500000 Penalty: 2795.454590
	Iteration 44Q: 3 clusters Score -1439602 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1439607.500000 Penalty: 2795.454590
	Iteration 45Q: 3 clusters Score -1439608 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1439615.875000 Penalty: 2795.454590
	Iteration 46Q: 3 clusters Score -1439616 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1439626.000000 Penalty: 2795.454590
	Iteration 47Q: 3 clusters Score -1439626 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1439629.375000 Penalty: 2795.454590
	Iteration 48Q: 3 clusters Score -1439629 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1439633.375000 Penalty: 2795.454590
	Iteration 49Q: 3 clusters Score -1439633 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1439636.625000 Penalty: 2795.454590
	Iteration 50Q: 3 clusters Score -1439637 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1439641.000000 Penalty: 2795.454590
	Iteration 51Q: 3 clusters Score -1439641 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1439638.000000 Penalty: 2795.454590
	Iteration 52Q: 3 clusters Score -1439638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1439635.500000 Penalty: 2795.454590
	Iteration 53Q: 3 clusters Score -1439636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1439639.750000 Penalty: 2795.454590
	Iteration 54Q: 3 clusters Score -1439640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1439638.875000 Penalty: 2795.454590
	Iteration 55Q: 3 clusters Score -1439639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1439638.125000 Penalty: 2795.454590
	Iteration 56Q: 3 clusters Score -1439638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1439637.375000 Penalty: 2795.454590
	Iteration 57Q: 3 clusters Score -1439637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1439641.500000 Penalty: 2795.454590
	Iteration 58Q: 3 clusters Score -1439642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1439643.750000 Penalty: 2795.454590
	Iteration 59Q: 3 clusters Score -1439644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1439646.375000 Penalty: 2795.454590
	Iteration 60F: 3 clusters Score -1439646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1439648.000000 Penalty: 2795.454590
	Iteration 61Q: 3 clusters Score -1439648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1439650.750000 Penalty: 2795.454590
	Iteration 62Q: 3 clusters Score -1439651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1439650.250000 Penalty: 2795.454590
	Iteration 63Q: 3 clusters Score -1439650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1439651.000000 Penalty: 2795.454590
	Iteration 64Q: 3 clusters Score -1439651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1439651.000000 Penalty: 2795.454590
	Iteration 65F: 3 clusters Score -1439651 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (87557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87557 members 
Entering Unmasked Estep 
Score: -10974027.000000 Penalty: 1693.350708
	Iteration 0F: 2 clusters Score -1.097403e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44142 members 
Mstep: Class 2 contains 43415 members 
Entering Unmasked Estep 
Score: -10928269.000000 Penalty: 3386.701416
	Iteration 0F: 3 clusters Score -1.092827e+07 nChanged 41420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46676 members 
Mstep: Class 2 contains 40881 members 
Entering Unmasked Estep 
Score: -10952041.000000 Penalty: 3386.701416
	Iteration 1F: 3 clusters Score -1.095204e+07 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47701 members 
Mstep: Class 2 contains 39856 members 
Entering Unmasked Estep 
Score: -10952895.000000 Penalty: 3386.701416
	Iteration 2Q: 3 clusters Score -1.09529e+07 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48941 members 
Mstep: Class 2 contains 38616 members 
Entering Unmasked Estep 
Score: -10953900.000000 Penalty: 3386.701416
	Iteration 3Q: 3 clusters Score -1.09539e+07 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50460 members 
Mstep: Class 2 contains 37097 members 
Entering Unmasked Estep 
Score: -10955075.000000 Penalty: 3386.701416
	Iteration 4Q: 3 clusters Score -1.095508e+07 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52357 members 
Mstep: Class 2 contains 35200 members 
Entering Unmasked Estep 
Score: -10956431.000000 Penalty: 3386.701416
	Iteration 5Q: 3 clusters Score -1.095643e+07 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54685 members 
Mstep: Class 2 contains 32872 members 
Entering Unmasked Estep 
Score: -10958051.000000 Penalty: 3386.701416
	Iteration 6F: 3 clusters Score -1.095805e+07 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56960 members 
Mstep: Class 2 contains 30597 members 
Entering Unmasked Estep 
Score: -10959862.000000 Penalty: 3386.701416
	Iteration 7F: 3 clusters Score -1.095986e+07 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58807 members 
Mstep: Class 2 contains 28750 members 
Entering Unmasked Estep 
Score: -10961615.000000 Penalty: 3386.701416
	Iteration 8F: 3 clusters Score -1.096162e+07 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59911 members 
Mstep: Class 2 contains 27646 members 
Entering Unmasked Estep 
Score: -10963432.000000 Penalty: 3386.701416
	Iteration 9F: 3 clusters Score -1.096343e+07 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59969 members 
Mstep: Class 2 contains 27588 members 
Entering Unmasked Estep 
Score: -10965041.000000 Penalty: 3386.701416
	Iteration 10Q: 3 clusters Score -1.096504e+07 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59098 members 
Mstep: Class 2 contains 28459 members 
Entering Unmasked Estep 
Score: -10965966.000000 Penalty: 3386.701416
	Iteration 11Q: 3 clusters Score -1.096597e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57692 members 
Mstep: Class 2 contains 29865 members 
Entering Unmasked Estep 
Score: -10966334.000000 Penalty: 3386.701416
	Iteration 12Q: 3 clusters Score -1.096633e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56040 members 
Mstep: Class 2 contains 31517 members 
Entering Unmasked Estep 
Score: -10966632.000000 Penalty: 3386.701416
	Iteration 13Q: 3 clusters Score -1.096663e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54217 members 
Mstep: Class 2 contains 33340 members 
Entering Unmasked Estep 
Score: -10966843.000000 Penalty: 3386.701416
	Iteration 14Q: 3 clusters Score -1.096684e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52315 members 
Mstep: Class 2 contains 35242 members 
Entering Unmasked Estep 
Score: -10967049.000000 Penalty: 3386.701416
	Iteration 15Q: 3 clusters Score -1.096705e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50440 members 
Mstep: Class 2 contains 37117 members 
Entering Unmasked Estep 
Score: -10967368.000000 Penalty: 3386.701416
	Iteration 16Q: 3 clusters Score -1.096737e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48407 members 
Mstep: Class 2 contains 39150 members 
Entering Unmasked Estep 
Score: -10967719.000000 Penalty: 3386.701416
	Iteration 17Q: 3 clusters Score -1.096772e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46099 members 
Mstep: Class 2 contains 41458 members 
Entering Unmasked Estep 
Score: -10968036.000000 Penalty: 3386.701416
	Iteration 18Q: 3 clusters Score -1.096804e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43575 members 
Mstep: Class 2 contains 43982 members 
Entering Unmasked Estep 
Score: -10968409.000000 Penalty: 3386.701416
	Iteration 19Q: 3 clusters Score -1.096841e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40920 members 
Mstep: Class 2 contains 46637 members 
Entering Unmasked Estep 
Score: -10968620.000000 Penalty: 3386.701416
	Iteration 20F: 3 clusters Score -1.096862e+07 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38163 members 
Mstep: Class 2 contains 49394 members 
Entering Unmasked Estep 
Score: -10968780.000000 Penalty: 3386.701416
	Iteration 21Q: 3 clusters Score -1.096878e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35528 members 
Mstep: Class 2 contains 52029 members 
Entering Unmasked Estep 
Score: -10968939.000000 Penalty: 3386.701416
	Iteration 22Q: 3 clusters Score -1.096894e+07 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33060 members 
Mstep: Class 2 contains 54497 members 
Entering Unmasked Estep 
Score: -10969146.000000 Penalty: 3386.701416
	Iteration 23Q: 3 clusters Score -1.096915e+07 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30324 members 
Mstep: Class 2 contains 57233 members 
Entering Unmasked Estep 
Score: -10969448.000000 Penalty: 3386.701416
	Iteration 24Q: 3 clusters Score -1.096945e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27303 members 
Mstep: Class 2 contains 60254 members 
Entering Unmasked Estep 
Score: -10969945.000000 Penalty: 3386.701416
	Iteration 25Q: 3 clusters Score -1.096994e+07 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24143 members 
Mstep: Class 2 contains 63414 members 
Entering Unmasked Estep 
Score: -10970599.000000 Penalty: 3386.701416
	Iteration 26Q: 3 clusters Score -1.09706e+07 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20891 members 
Mstep: Class 2 contains 66666 members 
Entering Unmasked Estep 
Score: -10971391.000000 Penalty: 3386.701416
	Iteration 27Q: 3 clusters Score -1.097139e+07 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 69877 members 
Entering Unmasked Estep 
Score: -10972346.000000 Penalty: 3386.701416
	Iteration 28Q: 3 clusters Score -1.097235e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 72798 members 
Entering Unmasked Estep 
Score: -10972973.000000 Penalty: 3386.701416
	Iteration 29Q: 3 clusters Score -1.097297e+07 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 75703 members 
Entering Unmasked Estep 
Score: -10973360.000000 Penalty: 3386.701416
	Iteration 30Q: 3 clusters Score -1.097336e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 78263 members 
Entering Unmasked Estep 
Score: -10973219.000000 Penalty: 3386.701416
	Iteration 31Q: 3 clusters Score -1.097322e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 80383 members 
Entering Unmasked Estep 
Score: -10972986.000000 Penalty: 3386.701416
	Iteration 32Q: 3 clusters Score -1.097299e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 82081 members 
Entering Unmasked Estep 
Score: -10972766.000000 Penalty: 3386.701416
	Iteration 33Q: 3 clusters Score -1.097277e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 83320 members 
Entering Unmasked Estep 
Score: -10972512.000000 Penalty: 3386.701416
	Iteration 34Q: 3 clusters Score -1.097251e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 84212 members 
Entering Unmasked Estep 
Score: -10972327.000000 Penalty: 3386.701416
	Iteration 35Q: 3 clusters Score -1.097233e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 84837 members 
Entering Unmasked Estep 
Score: -10972204.000000 Penalty: 3386.701416
	Iteration 36Q: 3 clusters Score -1.09722e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 85275 members 
Entering Unmasked Estep 
Score: -10972065.000000 Penalty: 3386.701416
	Iteration 37Q: 3 clusters Score -1.097206e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 85563 members 
Entering Unmasked Estep 
Score: -10972056.000000 Penalty: 3386.701416
	Iteration 38Q: 3 clusters Score -1.097206e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 85757 members 
Entering Unmasked Estep 
Score: -10972018.000000 Penalty: 3386.701416
	Iteration 39Q: 3 clusters Score -1.097202e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 85898 members 
Entering Unmasked Estep 
Score: -10973071.000000 Penalty: 3386.701416
	Iteration 40F: 3 clusters Score -1.097307e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 86808 members 
Entering Unmasked Estep 
Score: -10972979.000000 Penalty: 3386.701416
	Iteration 41Q: 3 clusters Score -1.097298e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 87078 members 
Entering Unmasked Estep 
Score: -10973002.000000 Penalty: 3386.701416
	Iteration 42Q: 3 clusters Score -1.0973e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 87185 members 
Entering Unmasked Estep 
Score: -10972979.000000 Penalty: 3386.701416
	Iteration 43Q: 3 clusters Score -1.097298e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 87214 members 
Entering Unmasked Estep 
Score: -10973003.000000 Penalty: 3386.701416
	Iteration 44Q: 3 clusters Score -1.0973e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 87235 members 
Entering Unmasked Estep 
Score: -10973040.000000 Penalty: 3386.701416
	Iteration 45Q: 3 clusters Score -1.097304e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 87247 members 
Entering Unmasked Estep 
Score: -10973034.000000 Penalty: 3386.701416
	Iteration 46Q: 3 clusters Score -1.097303e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 87257 members 
Entering Unmasked Estep 
Score: -10973047.000000 Penalty: 3386.701416
	Iteration 47Q: 3 clusters Score -1.097305e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 87261 members 
Entering Unmasked Estep 
Score: -10973058.000000 Penalty: 3386.701416
	Iteration 48Q: 3 clusters Score -1.097306e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 87262 members 
Entering Unmasked Estep 
Score: -10973057.000000 Penalty: 3386.701416
	Iteration 49Q: 3 clusters Score -1.097306e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 87263 members 
Entering Unmasked Estep 
Score: -10973057.000000 Penalty: 3386.701416
	Iteration 50Q: 3 clusters Score -1.097306e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 87263 members 
Entering Unmasked Estep 
Score: -10973057.000000 Penalty: 3386.701416
	Iteration 51F: 3 clusters Score -1.097306e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Entering Unmasked Estep 
Score: -1132471.250000 Penalty: 1360.290894
	Iteration 0F: 2 clusters Score -1132471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1126154.125000 Penalty: 2720.581787
	Iteration 0F: 3 clusters Score -1126154 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1128250.000000 Penalty: 2720.581787
	Iteration 1F: 3 clusters Score -1128250 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1128571.625000 Penalty: 2720.581787
	Iteration 2F: 3 clusters Score -1128572 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1128817.625000 Penalty: 2720.581787
	Iteration 3F: 3 clusters Score -1128818 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1129036.000000 Penalty: 2720.581787
	Iteration 4Q: 3 clusters Score -1129036 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1129224.500000 Penalty: 2720.581787
	Iteration 5Q: 3 clusters Score -1129224 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1129430.125000 Penalty: 2720.581787
	Iteration 6Q: 3 clusters Score -1129430 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1129620.125000 Penalty: 2720.581787
	Iteration 7Q: 3 clusters Score -1129620 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1129787.000000 Penalty: 2720.581787
	Iteration 8Q: 3 clusters Score -1129787 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1129926.875000 Penalty: 2720.581787
	Iteration 9Q: 3 clusters Score -1129927 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1130067.750000 Penalty: 2720.581787
	Iteration 10Q: 3 clusters Score -1130068 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1130243.750000 Penalty: 2720.581787
	Iteration 11Q: 3 clusters Score -1130244 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1130444.875000 Penalty: 2720.581787
	Iteration 12Q: 3 clusters Score -1130445 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1130647.625000 Penalty: 2720.581787
	Iteration 13Q: 3 clusters Score -1130648 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1130839.250000 Penalty: 2720.581787
	Iteration 14Q: 3 clusters Score -1130839 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1131015.750000 Penalty: 2720.581787
	Iteration 15Q: 3 clusters Score -1131016 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1131179.625000 Penalty: 2720.581787
	Iteration 16Q: 3 clusters Score -1131180 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1131303.375000 Penalty: 2720.581787
	Iteration 17Q: 3 clusters Score -1131303 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1131392.875000 Penalty: 2720.581787
	Iteration 18Q: 3 clusters Score -1131393 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1131458.625000 Penalty: 2720.581787
	Iteration 19Q: 3 clusters Score -1131459 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1131512.000000 Penalty: 2720.581787
	Iteration 20F: 3 clusters Score -1131512 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1131554.750000 Penalty: 2720.581787
	Iteration 21Q: 3 clusters Score -1131555 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1131594.500000 Penalty: 2720.581787
	Iteration 22Q: 3 clusters Score -1131594 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1131629.375000 Penalty: 2720.581787
	Iteration 23Q: 3 clusters Score -1131629 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1131653.125000 Penalty: 2720.581787
	Iteration 24Q: 3 clusters Score -1131653 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1131671.750000 Penalty: 2720.581787
	Iteration 25Q: 3 clusters Score -1131672 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1131687.000000 Penalty: 2720.581787
	Iteration 26Q: 3 clusters Score -1131687 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1131698.125000 Penalty: 2720.581787
	Iteration 27Q: 3 clusters Score -1131698 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1131710.000000 Penalty: 2720.581787
	Iteration 28Q: 3 clusters Score -1131710 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1131715.875000 Penalty: 2720.581787
	Iteration 29Q: 3 clusters Score -1131716 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1131724.000000 Penalty: 2720.581787
	Iteration 30Q: 3 clusters Score -1131724 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1131730.625000 Penalty: 2720.581787
	Iteration 31Q: 3 clusters Score -1131731 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1131741.625000 Penalty: 2720.581787
	Iteration 32Q: 3 clusters Score -1131742 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1131753.375000 Penalty: 2720.581787
	Iteration 33Q: 3 clusters Score -1131753 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1131756.375000 Penalty: 2720.581787
	Iteration 34Q: 3 clusters Score -1131756 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1131760.500000 Penalty: 2720.581787
	Iteration 35Q: 3 clusters Score -1131760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1131764.875000 Penalty: 2720.581787
	Iteration 36Q: 3 clusters Score -1131765 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1131769.125000 Penalty: 2720.581787
	Iteration 37Q: 3 clusters Score -1131769 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1131772.375000 Penalty: 2720.581787
	Iteration 38Q: 3 clusters Score -1131772 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1131773.375000 Penalty: 2720.581787
	Iteration 39Q: 3 clusters Score -1131773 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1131778.750000 Penalty: 2720.581787
	Iteration 40F: 3 clusters Score -1131779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1131780.500000 Penalty: 2720.581787
	Iteration 41Q: 3 clusters Score -1131780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1131781.500000 Penalty: 2720.581787
	Iteration 42Q: 3 clusters Score -1131782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1131780.625000 Penalty: 2720.581787
	Iteration 43Q: 3 clusters Score -1131781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1131782.250000 Penalty: 2720.581787
	Iteration 44Q: 3 clusters Score -1131782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1131783.500000 Penalty: 2720.581787
	Iteration 45Q: 3 clusters Score -1131784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1131782.625000 Penalty: 2720.581787
	Iteration 46Q: 3 clusters Score -1131783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1131782.125000 Penalty: 2720.581787
	Iteration 47Q: 3 clusters Score -1131782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1131782.250000 Penalty: 2720.581787
	Iteration 48Q: 3 clusters Score -1131782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1131782.250000 Penalty: 2720.581787
	Iteration 49F: 3 clusters Score -1131782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Entering Unmasked Estep 
Score: -462600.781250 Penalty: 1233.296631
	Iteration 0F: 2 clusters Score -462600.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -459517.687500 Penalty: 2466.593262
	Iteration 0F: 3 clusters Score -459517.7 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -460502.312500 Penalty: 2466.593262
	Iteration 1F: 3 clusters Score -460502.3 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -460829.093750 Penalty: 2466.593262
	Iteration 2F: 3 clusters Score -460829.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -461039.125000 Penalty: 2466.593262
	Iteration 3F: 3 clusters Score -461039.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -461206.593750 Penalty: 2466.593262
	Iteration 4Q: 3 clusters Score -461206.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -461369.093750 Penalty: 2466.593262
	Iteration 5Q: 3 clusters Score -461369.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -461514.468750 Penalty: 2466.593262
	Iteration 6Q: 3 clusters Score -461514.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -461615.000000 Penalty: 2466.593262
	Iteration 7Q: 3 clusters Score -461615 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -461736.687500 Penalty: 2466.593262
	Iteration 8Q: 3 clusters Score -461736.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -461851.062500 Penalty: 2466.593262
	Iteration 9Q: 3 clusters Score -461851.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -461944.343750 Penalty: 2466.593262
	Iteration 10Q: 3 clusters Score -461944.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -462006.218750 Penalty: 2466.593262
	Iteration 11Q: 3 clusters Score -462006.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -462047.937500 Penalty: 2466.593262
	Iteration 12Q: 3 clusters Score -462047.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -462082.968750 Penalty: 2466.593262
	Iteration 13Q: 3 clusters Score -462083 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -462100.312500 Penalty: 2466.593262
	Iteration 14Q: 3 clusters Score -462100.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -462112.343750 Penalty: 2466.593262
	Iteration 15Q: 3 clusters Score -462112.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -462122.375000 Penalty: 2466.593262
	Iteration 16Q: 3 clusters Score -462122.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -462126.593750 Penalty: 2466.593262
	Iteration 17Q: 3 clusters Score -462126.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -462132.000000 Penalty: 2466.593262
	Iteration 18Q: 3 clusters Score -462132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -462138.125000 Penalty: 2466.593262
	Iteration 19Q: 3 clusters Score -462138.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -462142.750000 Penalty: 2466.593262
	Iteration 20F: 3 clusters Score -462142.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -462148.843750 Penalty: 2466.593262
	Iteration 21Q: 3 clusters Score -462148.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -462153.343750 Penalty: 2466.593262
	Iteration 22Q: 3 clusters Score -462153.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -462158.812500 Penalty: 2466.593262
	Iteration 23Q: 3 clusters Score -462158.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -462163.312500 Penalty: 2466.593262
	Iteration 24Q: 3 clusters Score -462163.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -462164.656250 Penalty: 2466.593262
	Iteration 25Q: 3 clusters Score -462164.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -462165.812500 Penalty: 2466.593262
	Iteration 26Q: 3 clusters Score -462165.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -462167.843750 Penalty: 2466.593262
	Iteration 27Q: 3 clusters Score -462167.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -462172.156250 Penalty: 2466.593262
	Iteration 28Q: 3 clusters Score -462172.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -462173.562500 Penalty: 2466.593262
	Iteration 29Q: 3 clusters Score -462173.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -462174.125000 Penalty: 2466.593262
	Iteration 30Q: 3 clusters Score -462174.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -462174.125000 Penalty: 2466.593262
	Iteration 31F: 3 clusters Score -462174.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Entering Unmasked Estep 
Score: -11386.218750 Penalty: 718.453125
	Iteration 0F: 2 clusters Score -11386.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -11001.873047 Penalty: 1436.906250
	Iteration 0F: 3 clusters Score -11001.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -11050.121094 Penalty: 1436.906250
	Iteration 1Q: 3 clusters Score -11050.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -11050.121094 Penalty: 1436.906250
	Iteration 2F: 3 clusters Score -11050.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Entering Unmasked Estep 
Score: -900970.125000 Penalty: 1320.059082
	Iteration 0F: 2 clusters Score -900970.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -895998.187500 Penalty: 2640.118164
	Iteration 0F: 3 clusters Score -895998.2 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -897601.750000 Penalty: 2640.118164
	Iteration 1F: 3 clusters Score -897601.8 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -897869.250000 Penalty: 2640.118164
	Iteration 2F: 3 clusters Score -897869.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -898037.250000 Penalty: 2640.118164
	Iteration 3Q: 3 clusters Score -898037.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -898152.125000 Penalty: 2640.118164
	Iteration 4Q: 3 clusters Score -898152.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -898242.437500 Penalty: 2640.118164
	Iteration 5Q: 3 clusters Score -898242.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -898302.375000 Penalty: 2640.118164
	Iteration 6Q: 3 clusters Score -898302.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -898350.625000 Penalty: 2640.118164
	Iteration 7Q: 3 clusters Score -898350.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -898386.312500 Penalty: 2640.118164
	Iteration 8Q: 3 clusters Score -898386.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -898420.250000 Penalty: 2640.118164
	Iteration 9Q: 3 clusters Score -898420.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -898450.625000 Penalty: 2640.118164
	Iteration 10Q: 3 clusters Score -898450.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -898479.187500 Penalty: 2640.118164
	Iteration 11Q: 3 clusters Score -898479.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -898517.187500 Penalty: 2640.118164
	Iteration 12Q: 3 clusters Score -898517.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -898553.625000 Penalty: 2640.118164
	Iteration 13Q: 3 clusters Score -898553.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -898595.875000 Penalty: 2640.118164
	Iteration 14Q: 3 clusters Score -898595.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -898630.750000 Penalty: 2640.118164
	Iteration 15Q: 3 clusters Score -898630.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -898675.625000 Penalty: 2640.118164
	Iteration 16Q: 3 clusters Score -898675.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -898734.562500 Penalty: 2640.118164
	Iteration 17Q: 3 clusters Score -898734.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -898797.375000 Penalty: 2640.118164
	Iteration 18Q: 3 clusters Score -898797.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -898867.437500 Penalty: 2640.118164
	Iteration 19Q: 3 clusters Score -898867.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -898941.812500 Penalty: 2640.118164
	Iteration 20F: 3 clusters Score -898941.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -899020.875000 Penalty: 2640.118164
	Iteration 21Q: 3 clusters Score -899020.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -899098.562500 Penalty: 2640.118164
	Iteration 22Q: 3 clusters Score -899098.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -899176.562500 Penalty: 2640.118164
	Iteration 23Q: 3 clusters Score -899176.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -899261.437500 Penalty: 2640.118164
	Iteration 24Q: 3 clusters Score -899261.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -899342.125000 Penalty: 2640.118164
	Iteration 25Q: 3 clusters Score -899342.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -899416.312500 Penalty: 2640.118164
	Iteration 26Q: 3 clusters Score -899416.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -899482.062500 Penalty: 2640.118164
	Iteration 27Q: 3 clusters Score -899482.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -899559.062500 Penalty: 2640.118164
	Iteration 28Q: 3 clusters Score -899559.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -899631.187500 Penalty: 2640.118164
	Iteration 29Q: 3 clusters Score -899631.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -899701.187500 Penalty: 2640.118164
	Iteration 30Q: 3 clusters Score -899701.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -899762.000000 Penalty: 2640.118164
	Iteration 31Q: 3 clusters Score -899762 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -899799.125000 Penalty: 2640.118164
	Iteration 32Q: 3 clusters Score -899799.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -899821.562500 Penalty: 2640.118164
	Iteration 33Q: 3 clusters Score -899821.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -899840.312500 Penalty: 2640.118164
	Iteration 34Q: 3 clusters Score -899840.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -899852.312500 Penalty: 2640.118164
	Iteration 35Q: 3 clusters Score -899852.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -899867.875000 Penalty: 2640.118164
	Iteration 36Q: 3 clusters Score -899867.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -899881.000000 Penalty: 2640.118164
	Iteration 37Q: 3 clusters Score -899881 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -899888.062500 Penalty: 2640.118164
	Iteration 38Q: 3 clusters Score -899888.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -899899.250000 Penalty: 2640.118164
	Iteration 39Q: 3 clusters Score -899899.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -899903.187500 Penalty: 2640.118164
	Iteration 40F: 3 clusters Score -899903.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -899905.375000 Penalty: 2640.118164
	Iteration 41Q: 3 clusters Score -899905.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -899907.375000 Penalty: 2640.118164
	Iteration 42Q: 3 clusters Score -899907.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -899907.500000 Penalty: 2640.118164
	Iteration 43Q: 3 clusters Score -899907.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -899907.500000 Penalty: 2640.118164
	Iteration 44F: 3 clusters Score -899907.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Entering Unmasked Estep 
Score: -1172443.875000 Penalty: 1366.578613
	Iteration 0F: 2 clusters Score -1172444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1165849.750000 Penalty: 2733.157227
	Iteration 0F: 3 clusters Score -1165850 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1167978.375000 Penalty: 2733.157227
	Iteration 1F: 3 clusters Score -1167978 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1168286.750000 Penalty: 2733.157227
	Iteration 2F: 3 clusters Score -1168287 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1168489.500000 Penalty: 2733.157227
	Iteration 3Q: 3 clusters Score -1168490 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1168648.000000 Penalty: 2733.157227
	Iteration 4Q: 3 clusters Score -1168648 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1168770.000000 Penalty: 2733.157227
	Iteration 5Q: 3 clusters Score -1168770 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1168901.875000 Penalty: 2733.157227
	Iteration 6Q: 3 clusters Score -1168902 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1169029.250000 Penalty: 2733.157227
	Iteration 7Q: 3 clusters Score -1169029 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1169169.250000 Penalty: 2733.157227
	Iteration 8Q: 3 clusters Score -1169169 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1169324.000000 Penalty: 2733.157227
	Iteration 9Q: 3 clusters Score -1169324 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1169480.875000 Penalty: 2733.157227
	Iteration 10Q: 3 clusters Score -1169481 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1169686.125000 Penalty: 2733.157227
	Iteration 11Q: 3 clusters Score -1169686 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1169959.750000 Penalty: 2733.157227
	Iteration 12Q: 3 clusters Score -1169960 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1170233.750000 Penalty: 2733.157227
	Iteration 13Q: 3 clusters Score -1170234 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1170479.250000 Penalty: 2733.157227
	Iteration 14Q: 3 clusters Score -1170479 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1170706.875000 Penalty: 2733.157227
	Iteration 15Q: 3 clusters Score -1170707 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1170894.500000 Penalty: 2733.157227
	Iteration 16Q: 3 clusters Score -1170894 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1171040.125000 Penalty: 2733.157227
	Iteration 17Q: 3 clusters Score -1171040 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1171168.375000 Penalty: 2733.157227
	Iteration 18Q: 3 clusters Score -1171168 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1171256.875000 Penalty: 2733.157227
	Iteration 19Q: 3 clusters Score -1171257 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1171337.125000 Penalty: 2733.157227
	Iteration 20F: 3 clusters Score -1171337 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1171408.000000 Penalty: 2733.157227
	Iteration 21Q: 3 clusters Score -1171408 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1171474.000000 Penalty: 2733.157227
	Iteration 22Q: 3 clusters Score -1171474 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1171529.875000 Penalty: 2733.157227
	Iteration 23Q: 3 clusters Score -1171530 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1171572.625000 Penalty: 2733.157227
	Iteration 24Q: 3 clusters Score -1171573 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1171621.750000 Penalty: 2733.157227
	Iteration 25Q: 3 clusters Score -1171622 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1171674.125000 Penalty: 2733.157227
	Iteration 26Q: 3 clusters Score -1171674 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1171714.500000 Penalty: 2733.157227
	Iteration 27Q: 3 clusters Score -1171714 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1171754.500000 Penalty: 2733.157227
	Iteration 28Q: 3 clusters Score -1171754 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1171779.375000 Penalty: 2733.157227
	Iteration 29Q: 3 clusters Score -1171779 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1171804.375000 Penalty: 2733.157227
	Iteration 30Q: 3 clusters Score -1171804 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1171826.375000 Penalty: 2733.157227
	Iteration 31Q: 3 clusters Score -1171826 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1171839.625000 Penalty: 2733.157227
	Iteration 32Q: 3 clusters Score -1171840 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1171852.875000 Penalty: 2733.157227
	Iteration 33Q: 3 clusters Score -1171853 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1171867.000000 Penalty: 2733.157227
	Iteration 34Q: 3 clusters Score -1171867 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1171881.125000 Penalty: 2733.157227
	Iteration 35Q: 3 clusters Score -1171881 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1171887.250000 Penalty: 2733.157227
	Iteration 36Q: 3 clusters Score -1171887 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1171895.125000 Penalty: 2733.157227
	Iteration 37Q: 3 clusters Score -1171895 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1171904.750000 Penalty: 2733.157227
	Iteration 38Q: 3 clusters Score -1171905 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1171908.375000 Penalty: 2733.157227
	Iteration 39Q: 3 clusters Score -1171908 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1171911.125000 Penalty: 2733.157227
	Iteration 40F: 3 clusters Score -1171911 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1171914.375000 Penalty: 2733.157227
	Iteration 41Q: 3 clusters Score -1171914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1171915.750000 Penalty: 2733.157227
	Iteration 42Q: 3 clusters Score -1171916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1171914.625000 Penalty: 2733.157227
	Iteration 43Q: 3 clusters Score -1171915 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1171916.750000 Penalty: 2733.157227
	Iteration 44Q: 3 clusters Score -1171917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1171918.750000 Penalty: 2733.157227
	Iteration 45Q: 3 clusters Score -1171919 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1171923.875000 Penalty: 2733.157227
	Iteration 46Q: 3 clusters Score -1171924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1171924.125000 Penalty: 2733.157227
	Iteration 47Q: 3 clusters Score -1171924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1171926.125000 Penalty: 2733.157227
	Iteration 48Q: 3 clusters Score -1171926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1171929.500000 Penalty: 2733.157227
	Iteration 49Q: 3 clusters Score -1171930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1171932.875000 Penalty: 2733.157227
	Iteration 50Q: 3 clusters Score -1171933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1171931.750000 Penalty: 2733.157227
	Iteration 51Q: 3 clusters Score -1171932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1171931.625000 Penalty: 2733.157227
	Iteration 52Q: 3 clusters Score -1171932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1171930.750000 Penalty: 2733.157227
	Iteration 53Q: 3 clusters Score -1171931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1171930.750000 Penalty: 2733.157227
	Iteration 54Q: 3 clusters Score -1171931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1171933.125000 Penalty: 2733.157227
	Iteration 55Q: 3 clusters Score -1171933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1171934.000000 Penalty: 2733.157227
	Iteration 56Q: 3 clusters Score -1171934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1171933.625000 Penalty: 2733.157227
	Iteration 57Q: 3 clusters Score -1171934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1171933.750000 Penalty: 2733.157227
	Iteration 58Q: 3 clusters Score -1171934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1171937.500000 Penalty: 2733.157227
	Iteration 59Q: 3 clusters Score -1171938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1171938.125000 Penalty: 2733.157227
	Iteration 60F: 3 clusters Score -1171938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1171939.500000 Penalty: 2733.157227
	Iteration 61Q: 3 clusters Score -1171940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1171939.500000 Penalty: 2733.157227
	Iteration 62Q: 3 clusters Score -1171940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1171939.500000 Penalty: 2733.157227
	Iteration 63F: 3 clusters Score -1171940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Entering Unmasked Estep 
Score: -31449.417969 Penalty: 905.034241
	Iteration 0F: 2 clusters Score -31449.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -30674.515625 Penalty: 1810.068481
	Iteration 0F: 3 clusters Score -30674.52 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -30914.451172 Penalty: 1810.068481
	Iteration 1F: 3 clusters Score -30914.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -30988.601562 Penalty: 1810.068481
	Iteration 2Q: 3 clusters Score -30988.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -31062.359375 Penalty: 1810.068481
	Iteration 3Q: 3 clusters Score -31062.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -31096.179688 Penalty: 1810.068481
	Iteration 4Q: 3 clusters Score -31096.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -31111.480469 Penalty: 1810.068481
	Iteration 5Q: 3 clusters Score -31111.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -31123.556641 Penalty: 1810.068481
	Iteration 6Q: 3 clusters Score -31123.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -31142.814453 Penalty: 1810.068481
	Iteration 7Q: 3 clusters Score -31142.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -31162.089844 Penalty: 1810.068481
	Iteration 8Q: 3 clusters Score -31162.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -31205.191406 Penalty: 1810.068481
	Iteration 9Q: 3 clusters Score -31205.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -31209.724609 Penalty: 1810.068481
	Iteration 10Q: 3 clusters Score -31209.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -31211.539062 Penalty: 1810.068481
	Iteration 11Q: 3 clusters Score -31211.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -31211.539062 Penalty: 1810.068481
	Iteration 12F: 3 clusters Score -31211.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (22024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22024 members 
Entering Unmasked Estep 
Score: -2786593.250000 Penalty: 1487.983398
	Iteration 0F: 2 clusters Score -2786593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -2772262.000000 Penalty: 2975.966797
	Iteration 0F: 3 clusters Score -2772262 nChanged 9678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -2777461.750000 Penalty: 2975.966797
	Iteration 1F: 3 clusters Score -2777462 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -2777951.750000 Penalty: 2975.966797
	Iteration 2F: 3 clusters Score -2777952 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -2778431.750000 Penalty: 2975.966797
	Iteration 3F: 3 clusters Score -2778432 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -2778926.000000 Penalty: 2975.966797
	Iteration 4Q: 3 clusters Score -2778926 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -2779565.750000 Penalty: 2975.966797
	Iteration 5F: 3 clusters Score -2779566 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -2780306.250000 Penalty: 2975.966797
	Iteration 6F: 3 clusters Score -2780306 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -2781041.250000 Penalty: 2975.966797
	Iteration 7F: 3 clusters Score -2781041 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -2781727.750000 Penalty: 2975.966797
	Iteration 8F: 3 clusters Score -2781728 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -2782333.000000 Penalty: 2975.966797
	Iteration 9Q: 3 clusters Score -2782333 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -2782950.000000 Penalty: 2975.966797
	Iteration 10Q: 3 clusters Score -2782950 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -2783554.750000 Penalty: 2975.966797
	Iteration 11Q: 3 clusters Score -2783555 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -2784048.750000 Penalty: 2975.966797
	Iteration 12Q: 3 clusters Score -2784049 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -2784441.250000 Penalty: 2975.966797
	Iteration 13Q: 3 clusters Score -2784441 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18192 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -2784759.750000 Penalty: 2975.966797
	Iteration 14Q: 3 clusters Score -2784760 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -2784975.250000 Penalty: 2975.966797
	Iteration 15Q: 3 clusters Score -2784975 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -2785134.750000 Penalty: 2975.966797
	Iteration 16Q: 3 clusters Score -2785135 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19057 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -2785222.500000 Penalty: 2975.966797
	Iteration 17Q: 3 clusters Score -2785222 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -2785291.500000 Penalty: 2975.966797
	Iteration 18Q: 3 clusters Score -2785292 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -2785358.750000 Penalty: 2975.966797
	Iteration 19Q: 3 clusters Score -2785359 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -2785413.750000 Penalty: 2975.966797
	Iteration 20F: 3 clusters Score -2785414 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -2785471.500000 Penalty: 2975.966797
	Iteration 21Q: 3 clusters Score -2785472 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19803 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -2785505.750000 Penalty: 2975.966797
	Iteration 22Q: 3 clusters Score -2785506 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -2785532.000000 Penalty: 2975.966797
	Iteration 23Q: 3 clusters Score -2785532 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19974 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -2785567.500000 Penalty: 2975.966797
	Iteration 24Q: 3 clusters Score -2785568 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -2785576.250000 Penalty: 2975.966797
	Iteration 25Q: 3 clusters Score -2785576 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20085 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -2785598.250000 Penalty: 2975.966797
	Iteration 26Q: 3 clusters Score -2785598 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -2785604.250000 Penalty: 2975.966797
	Iteration 27Q: 3 clusters Score -2785604 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -2785627.750000 Penalty: 2975.966797
	Iteration 28Q: 3 clusters Score -2785628 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -2785639.750000 Penalty: 2975.966797
	Iteration 29Q: 3 clusters Score -2785640 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -2785656.000000 Penalty: 2975.966797
	Iteration 30Q: 3 clusters Score -2785656 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -2785670.000000 Penalty: 2975.966797
	Iteration 31Q: 3 clusters Score -2785670 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -2785675.250000 Penalty: 2975.966797
	Iteration 32Q: 3 clusters Score -2785675 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2785691.250000 Penalty: 2975.966797
	Iteration 33Q: 3 clusters Score -2785691 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -2785703.750000 Penalty: 2975.966797
	Iteration 34Q: 3 clusters Score -2785704 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20427 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2785713.500000 Penalty: 2975.966797
	Iteration 35Q: 3 clusters Score -2785714 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2785718.250000 Penalty: 2975.966797
	Iteration 36Q: 3 clusters Score -2785718 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2785722.250000 Penalty: 2975.966797
	Iteration 37Q: 3 clusters Score -2785722 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2785727.250000 Penalty: 2975.966797
	Iteration 38Q: 3 clusters Score -2785727 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -2785737.000000 Penalty: 2975.966797
	Iteration 39Q: 3 clusters Score -2785737 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2785737.500000 Penalty: 2975.966797
	Iteration 40F: 3 clusters Score -2785738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2785740.000000 Penalty: 2975.966797
	Iteration 41Q: 3 clusters Score -2785740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2785746.000000 Penalty: 2975.966797
	Iteration 42Q: 3 clusters Score -2785746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2785744.250000 Penalty: 2975.966797
	Iteration 43Q: 3 clusters Score -2785744 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2785750.500000 Penalty: 2975.966797
	Iteration 44Q: 3 clusters Score -2785750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2785752.000000 Penalty: 2975.966797
	Iteration 45Q: 3 clusters Score -2785752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2785753.750000 Penalty: 2975.966797
	Iteration 46Q: 3 clusters Score -2785754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2785753.500000 Penalty: 2975.966797
	Iteration 47Q: 3 clusters Score -2785754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2785748.000000 Penalty: 2975.966797
	Iteration 48Q: 3 clusters Score -2785748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -2785749.000000 Penalty: 2975.966797
	Iteration 49Q: 3 clusters Score -2785749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2785749.750000 Penalty: 2975.966797
	Iteration 50Q: 3 clusters Score -2785750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2785749.750000 Penalty: 2975.966797
	Iteration 51F: 3 clusters Score -2785750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (28391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28391 members 
Entering Unmasked Estep 
Score: -3482927.500000 Penalty: 1525.769531
	Iteration 0F: 2 clusters Score -3482928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -3464537.500000 Penalty: 3051.539062
	Iteration 0F: 3 clusters Score -3464538 nChanged 12708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -3471342.500000 Penalty: 3051.539062
	Iteration 1F: 3 clusters Score -3471342 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -3471843.250000 Penalty: 3051.539062
	Iteration 2Q: 3 clusters Score -3471843 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -3472299.500000 Penalty: 3051.539062
	Iteration 3Q: 3 clusters Score -3472300 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -3472735.750000 Penalty: 3051.539062
	Iteration 4Q: 3 clusters Score -3472736 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -3473171.000000 Penalty: 3051.539062
	Iteration 5Q: 3 clusters Score -3473171 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -3473599.750000 Penalty: 3051.539062
	Iteration 6Q: 3 clusters Score -3473600 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -3474059.250000 Penalty: 3051.539062
	Iteration 7Q: 3 clusters Score -3474059 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -3474573.750000 Penalty: 3051.539062
	Iteration 8Q: 3 clusters Score -3474574 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -3475220.500000 Penalty: 3051.539062
	Iteration 9Q: 3 clusters Score -3475220 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -3476081.750000 Penalty: 3051.539062
	Iteration 10Q: 3 clusters Score -3476082 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -3477077.500000 Penalty: 3051.539062
	Iteration 11F: 3 clusters Score -3477078 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -3477994.750000 Penalty: 3051.539062
	Iteration 12Q: 3 clusters Score -3477995 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -3478565.750000 Penalty: 3051.539062
	Iteration 13Q: 3 clusters Score -3478566 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -3478820.500000 Penalty: 3051.539062
	Iteration 14Q: 3 clusters Score -3478820 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -3478954.750000 Penalty: 3051.539062
	Iteration 15Q: 3 clusters Score -3478955 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -3479011.750000 Penalty: 3051.539062
	Iteration 16Q: 3 clusters Score -3479012 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -3479048.000000 Penalty: 3051.539062
	Iteration 17Q: 3 clusters Score -3479048 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -3479095.000000 Penalty: 3051.539062
	Iteration 18Q: 3 clusters Score -3479095 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -3479141.750000 Penalty: 3051.539062
	Iteration 19Q: 3 clusters Score -3479142 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -3479184.500000 Penalty: 3051.539062
	Iteration 20F: 3 clusters Score -3479184 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -3479263.500000 Penalty: 3051.539062
	Iteration 21Q: 3 clusters Score -3479264 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -3479334.750000 Penalty: 3051.539062
	Iteration 22Q: 3 clusters Score -3479335 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16906 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -3479439.250000 Penalty: 3051.539062
	Iteration 23Q: 3 clusters Score -3479439 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -3479574.250000 Penalty: 3051.539062
	Iteration 24Q: 3 clusters Score -3479574 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -3479725.000000 Penalty: 3051.539062
	Iteration 25Q: 3 clusters Score -3479725 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -3479868.250000 Penalty: 3051.539062
	Iteration 26Q: 3 clusters Score -3479868 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -3479987.750000 Penalty: 3051.539062
	Iteration 27Q: 3 clusters Score -3479988 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -3480119.250000 Penalty: 3051.539062
	Iteration 28Q: 3 clusters Score -3480119 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -3480229.250000 Penalty: 3051.539062
	Iteration 29Q: 3 clusters Score -3480229 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -3480285.500000 Penalty: 3051.539062
	Iteration 30Q: 3 clusters Score -3480286 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -3480358.750000 Penalty: 3051.539062
	Iteration 31Q: 3 clusters Score -3480359 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -3480428.000000 Penalty: 3051.539062
	Iteration 32Q: 3 clusters Score -3480428 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -3480488.000000 Penalty: 3051.539062
	Iteration 33Q: 3 clusters Score -3480488 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -3480545.250000 Penalty: 3051.539062
	Iteration 34Q: 3 clusters Score -3480545 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -3480602.250000 Penalty: 3051.539062
	Iteration 35Q: 3 clusters Score -3480602 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -3480659.750000 Penalty: 3051.539062
	Iteration 36Q: 3 clusters Score -3480660 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -3480718.250000 Penalty: 3051.539062
	Iteration 37Q: 3 clusters Score -3480718 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -3480763.250000 Penalty: 3051.539062
	Iteration 38Q: 3 clusters Score -3480763 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -3480804.750000 Penalty: 3051.539062
	Iteration 39Q: 3 clusters Score -3480805 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -3480862.500000 Penalty: 3051.539062
	Iteration 40F: 3 clusters Score -3480862 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21269 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -3480891.250000 Penalty: 3051.539062
	Iteration 41Q: 3 clusters Score -3480891 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -3480915.250000 Penalty: 3051.539062
	Iteration 42Q: 3 clusters Score -3480915 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21549 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -3480930.500000 Penalty: 3051.539062
	Iteration 43Q: 3 clusters Score -3480930 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21650 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -3480951.250000 Penalty: 3051.539062
	Iteration 44Q: 3 clusters Score -3480951 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -3480963.250000 Penalty: 3051.539062
	Iteration 45Q: 3 clusters Score -3480963 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -3480989.250000 Penalty: 3051.539062
	Iteration 46Q: 3 clusters Score -3480989 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -3481007.750000 Penalty: 3051.539062
	Iteration 47Q: 3 clusters Score -3481008 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22058 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -3481024.250000 Penalty: 3051.539062
	Iteration 48Q: 3 clusters Score -3481024 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22154 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -3481038.250000 Penalty: 3051.539062
	Iteration 49Q: 3 clusters Score -3481038 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -3481048.750000 Penalty: 3051.539062
	Iteration 50Q: 3 clusters Score -3481049 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22318 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -3481064.000000 Penalty: 3051.539062
	Iteration 51Q: 3 clusters Score -3481064 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22389 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -3481061.750000 Penalty: 3051.539062
	Iteration 52Q: 3 clusters Score -3481062 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22457 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -3481068.500000 Penalty: 3051.539062
	Iteration 53Q: 3 clusters Score -3481068 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22523 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -3481075.750000 Penalty: 3051.539062
	Iteration 54Q: 3 clusters Score -3481076 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -3481085.000000 Penalty: 3051.539062
	Iteration 55Q: 3 clusters Score -3481085 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22648 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -3481087.000000 Penalty: 3051.539062
	Iteration 56Q: 3 clusters Score -3481087 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22694 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -3481097.000000 Penalty: 3051.539062
	Iteration 57Q: 3 clusters Score -3481097 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22745 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -3481099.000000 Penalty: 3051.539062
	Iteration 58Q: 3 clusters Score -3481099 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22789 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -3481110.500000 Penalty: 3051.539062
	Iteration 59Q: 3 clusters Score -3481110 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22839 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -3481114.000000 Penalty: 3051.539062
	Iteration 60F: 3 clusters Score -3481114 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22890 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -3481126.750000 Penalty: 3051.539062
	Iteration 61Q: 3 clusters Score -3481127 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -3481129.000000 Penalty: 3051.539062
	Iteration 62Q: 3 clusters Score -3481129 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22968 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -3481130.250000 Penalty: 3051.539062
	Iteration 63Q: 3 clusters Score -3481130 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -3481118.250000 Penalty: 3051.539062
	Iteration 64Q: 3 clusters Score -3481118 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23011 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -3481119.500000 Penalty: 3051.539062
	Iteration 65Q: 3 clusters Score -3481120 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23034 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -3481132.500000 Penalty: 3051.539062
	Iteration 66Q: 3 clusters Score -3481132 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23060 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -3481134.500000 Penalty: 3051.539062
	Iteration 67Q: 3 clusters Score -3481134 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -3481143.250000 Penalty: 3051.539062
	Iteration 68Q: 3 clusters Score -3481143 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23127 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -3481160.250000 Penalty: 3051.539062
	Iteration 69Q: 3 clusters Score -3481160 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23168 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -3481155.250000 Penalty: 3051.539062
	Iteration 70Q: 3 clusters Score -3481155 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -3481163.500000 Penalty: 3051.539062
	Iteration 71Q: 3 clusters Score -3481164 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23243 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -3481165.750000 Penalty: 3051.539062
	Iteration 72Q: 3 clusters Score -3481166 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23292 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -3481169.000000 Penalty: 3051.539062
	Iteration 73Q: 3 clusters Score -3481169 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23334 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -3481171.750000 Penalty: 3051.539062
	Iteration 74Q: 3 clusters Score -3481172 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23375 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -3481183.000000 Penalty: 3051.539062
	Iteration 75Q: 3 clusters Score -3481183 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -3481190.500000 Penalty: 3051.539062
	Iteration 76Q: 3 clusters Score -3481190 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23452 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -3481197.750000 Penalty: 3051.539062
	Iteration 77Q: 3 clusters Score -3481198 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -3481207.500000 Penalty: 3051.539062
	Iteration 78Q: 3 clusters Score -3481208 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -3481204.750000 Penalty: 3051.539062
	Iteration 79Q: 3 clusters Score -3481205 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23572 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -3481208.500000 Penalty: 3051.539062
	Iteration 80F: 3 clusters Score -3481208 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -3481215.250000 Penalty: 3051.539062
	Iteration 81Q: 3 clusters Score -3481215 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -3481227.750000 Penalty: 3051.539062
	Iteration 82Q: 3 clusters Score -3481228 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -3481221.250000 Penalty: 3051.539062
	Iteration 83Q: 3 clusters Score -3481221 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23781 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -3481247.000000 Penalty: 3051.539062
	Iteration 84Q: 3 clusters Score -3481247 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -3481263.000000 Penalty: 3051.539062
	Iteration 85Q: 3 clusters Score -3481263 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23906 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -3481273.250000 Penalty: 3051.539062
	Iteration 86Q: 3 clusters Score -3481273 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23975 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -3481286.750000 Penalty: 3051.539062
	Iteration 87Q: 3 clusters Score -3481287 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -3481301.250000 Penalty: 3051.539062
	Iteration 88Q: 3 clusters Score -3481301 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -3481306.250000 Penalty: 3051.539062
	Iteration 89Q: 3 clusters Score -3481306 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24145 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -3481312.750000 Penalty: 3051.539062
	Iteration 90Q: 3 clusters Score -3481313 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -3481323.000000 Penalty: 3051.539062
	Iteration 91Q: 3 clusters Score -3481323 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24236 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -3481325.500000 Penalty: 3051.539062
	Iteration 92Q: 3 clusters Score -3481326 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24271 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -3481326.000000 Penalty: 3051.539062
	Iteration 93Q: 3 clusters Score -3481326 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24314 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -3481335.250000 Penalty: 3051.539062
	Iteration 94Q: 3 clusters Score -3481335 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24363 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -3481348.000000 Penalty: 3051.539062
	Iteration 95Q: 3 clusters Score -3481348 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24400 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -3481352.750000 Penalty: 3051.539062
	Iteration 96Q: 3 clusters Score -3481353 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24444 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -3481358.750000 Penalty: 3051.539062
	Iteration 97Q: 3 clusters Score -3481359 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24484 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -3481368.250000 Penalty: 3051.539062
	Iteration 98Q: 3 clusters Score -3481368 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24528 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -3481371.500000 Penalty: 3051.539062
	Iteration 99Q: 3 clusters Score -3481372 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -3481382.500000 Penalty: 3051.539062
	Iteration 100F: 3 clusters Score -3481382 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24616 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -3481390.750000 Penalty: 3051.539062
	Iteration 101Q: 3 clusters Score -3481391 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24663 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -3481403.250000 Penalty: 3051.539062
	Iteration 102Q: 3 clusters Score -3481403 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24709 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -3481410.750000 Penalty: 3051.539062
	Iteration 103Q: 3 clusters Score -3481411 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24747 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -3481414.000000 Penalty: 3051.539062
	Iteration 104Q: 3 clusters Score -3481414 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24790 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -3481428.500000 Penalty: 3051.539062
	Iteration 105Q: 3 clusters Score -3481428 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24848 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -3481443.750000 Penalty: 3051.539062
	Iteration 106Q: 3 clusters Score -3481444 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24914 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -3481454.750000 Penalty: 3051.539062
	Iteration 107Q: 3 clusters Score -3481455 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24983 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -3481479.500000 Penalty: 3051.539062
	Iteration 108Q: 3 clusters Score -3481480 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25052 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -3481499.750000 Penalty: 3051.539062
	Iteration 109Q: 3 clusters Score -3481500 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25113 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -3481513.500000 Penalty: 3051.539062
	Iteration 110Q: 3 clusters Score -3481514 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25181 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -3481531.500000 Penalty: 3051.539062
	Iteration 111Q: 3 clusters Score -3481532 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25236 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -3481538.000000 Penalty: 3051.539062
	Iteration 112Q: 3 clusters Score -3481538 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25286 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -3481546.500000 Penalty: 3051.539062
	Iteration 113Q: 3 clusters Score -3481546 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25325 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -3481558.750000 Penalty: 3051.539062
	Iteration 114Q: 3 clusters Score -3481559 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25372 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -3481566.250000 Penalty: 3051.539062
	Iteration 115Q: 3 clusters Score -3481566 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25426 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -3481579.500000 Penalty: 3051.539062
	Iteration 116Q: 3 clusters Score -3481580 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25477 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -3481589.750000 Penalty: 3051.539062
	Iteration 117Q: 3 clusters Score -3481590 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25522 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -3481597.750000 Penalty: 3051.539062
	Iteration 118Q: 3 clusters Score -3481598 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25565 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -3481614.750000 Penalty: 3051.539062
	Iteration 119Q: 3 clusters Score -3481615 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25611 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -3481618.250000 Penalty: 3051.539062
	Iteration 120F: 3 clusters Score -3481618 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25661 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -3481634.250000 Penalty: 3051.539062
	Iteration 121Q: 3 clusters Score -3481634 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25705 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -3481647.500000 Penalty: 3051.539062
	Iteration 122Q: 3 clusters Score -3481648 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25740 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -3481658.750000 Penalty: 3051.539062
	Iteration 123Q: 3 clusters Score -3481659 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25776 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -3481670.000000 Penalty: 3051.539062
	Iteration 124Q: 3 clusters Score -3481670 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25820 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -3481680.750000 Penalty: 3051.539062
	Iteration 125Q: 3 clusters Score -3481681 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25859 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -3481685.000000 Penalty: 3051.539062
	Iteration 126Q: 3 clusters Score -3481685 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25881 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -3481687.750000 Penalty: 3051.539062
	Iteration 127Q: 3 clusters Score -3481688 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25900 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -3481685.250000 Penalty: 3051.539062
	Iteration 128Q: 3 clusters Score -3481685 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25925 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -3481691.750000 Penalty: 3051.539062
	Iteration 129Q: 3 clusters Score -3481692 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25951 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -3481702.750000 Penalty: 3051.539062
	Iteration 130Q: 3 clusters Score -3481703 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25973 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -3481706.000000 Penalty: 3051.539062
	Iteration 131Q: 3 clusters Score -3481706 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25992 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -3481707.000000 Penalty: 3051.539062
	Iteration 132Q: 3 clusters Score -3481707 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26020 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -3481713.500000 Penalty: 3051.539062
	Iteration 133Q: 3 clusters Score -3481714 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26051 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -3481721.750000 Penalty: 3051.539062
	Iteration 134Q: 3 clusters Score -3481722 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26072 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -3481717.000000 Penalty: 3051.539062
	Iteration 135Q: 3 clusters Score -3481717 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26095 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -3481723.500000 Penalty: 3051.539062
	Iteration 136Q: 3 clusters Score -3481724 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26123 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -3481726.500000 Penalty: 3051.539062
	Iteration 137Q: 3 clusters Score -3481726 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26152 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -3481742.000000 Penalty: 3051.539062
	Iteration 138Q: 3 clusters Score -3481742 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26176 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -3481750.500000 Penalty: 3051.539062
	Iteration 139Q: 3 clusters Score -3481750 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26203 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -3481753.000000 Penalty: 3051.539062
	Iteration 140F: 3 clusters Score -3481753 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26226 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -3481759.500000 Penalty: 3051.539062
	Iteration 141Q: 3 clusters Score -3481760 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26248 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -3481757.500000 Penalty: 3051.539062
	Iteration 142Q: 3 clusters Score -3481758 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26262 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -3481761.000000 Penalty: 3051.539062
	Iteration 143Q: 3 clusters Score -3481761 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26280 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -3481766.750000 Penalty: 3051.539062
	Iteration 144Q: 3 clusters Score -3481767 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26294 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -3481763.250000 Penalty: 3051.539062
	Iteration 145Q: 3 clusters Score -3481763 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26309 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -3481764.750000 Penalty: 3051.539062
	Iteration 146Q: 3 clusters Score -3481765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26314 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -3481770.000000 Penalty: 3051.539062
	Iteration 147Q: 3 clusters Score -3481770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26319 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -3481777.250000 Penalty: 3051.539062
	Iteration 148Q: 3 clusters Score -3481777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26325 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -3481774.750000 Penalty: 3051.539062
	Iteration 149Q: 3 clusters Score -3481775 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26331 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -3481775.000000 Penalty: 3051.539062
	Iteration 150Q: 3 clusters Score -3481775 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26345 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -3481778.000000 Penalty: 3051.539062
	Iteration 151Q: 3 clusters Score -3481778 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26358 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -3481787.250000 Penalty: 3051.539062
	Iteration 152Q: 3 clusters Score -3481787 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26370 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -3481793.250000 Penalty: 3051.539062
	Iteration 153Q: 3 clusters Score -3481793 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26386 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -3481798.750000 Penalty: 3051.539062
	Iteration 154Q: 3 clusters Score -3481799 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26400 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -3481801.250000 Penalty: 3051.539062
	Iteration 155Q: 3 clusters Score -3481801 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26412 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -3481798.000000 Penalty: 3051.539062
	Iteration 156Q: 3 clusters Score -3481798 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26425 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -3481808.000000 Penalty: 3051.539062
	Iteration 157Q: 3 clusters Score -3481808 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26438 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -3481810.250000 Penalty: 3051.539062
	Iteration 158Q: 3 clusters Score -3481810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26449 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -3481809.500000 Penalty: 3051.539062
	Iteration 159Q: 3 clusters Score -3481810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26454 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -3481815.000000 Penalty: 3051.539062
	Iteration 160F: 3 clusters Score -3481815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26463 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -3481814.250000 Penalty: 3051.539062
	Iteration 161Q: 3 clusters Score -3481814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26468 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -3481815.500000 Penalty: 3051.539062
	Iteration 162Q: 3 clusters Score -3481816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26473 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -3481813.500000 Penalty: 3051.539062
	Iteration 163Q: 3 clusters Score -3481814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26481 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -3481813.750000 Penalty: 3051.539062
	Iteration 164Q: 3 clusters Score -3481814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26489 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -3481821.250000 Penalty: 3051.539062
	Iteration 165Q: 3 clusters Score -3481821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26494 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -3481818.500000 Penalty: 3051.539062
	Iteration 166Q: 3 clusters Score -3481818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26502 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -3481822.250000 Penalty: 3051.539062
	Iteration 167Q: 3 clusters Score -3481822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26512 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -3481822.500000 Penalty: 3051.539062
	Iteration 168Q: 3 clusters Score -3481822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26521 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -3481826.750000 Penalty: 3051.539062
	Iteration 169Q: 3 clusters Score -3481827 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26529 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -3481824.500000 Penalty: 3051.539062
	Iteration 170Q: 3 clusters Score -3481824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26540 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -3481830.250000 Penalty: 3051.539062
	Iteration 171Q: 3 clusters Score -3481830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26547 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -3481838.500000 Penalty: 3051.539062
	Iteration 172Q: 3 clusters Score -3481838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26555 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -3481832.500000 Penalty: 3051.539062
	Iteration 173Q: 3 clusters Score -3481832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26559 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -3481833.250000 Penalty: 3051.539062
	Iteration 174Q: 3 clusters Score -3481833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26561 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -3481834.000000 Penalty: 3051.539062
	Iteration 175Q: 3 clusters Score -3481834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26562 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -3481836.250000 Penalty: 3051.539062
	Iteration 176Q: 3 clusters Score -3481836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26564 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -3481833.500000 Penalty: 3051.539062
	Iteration 177Q: 3 clusters Score -3481834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26565 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -3481837.000000 Penalty: 3051.539062
	Iteration 178Q: 3 clusters Score -3481837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26566 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -3481837.000000 Penalty: 3051.539062
	Iteration 179Q: 3 clusters Score -3481837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26566 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -3481837.000000 Penalty: 3051.539062
	Iteration 180F: 3 clusters Score -3481837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (42849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42849 members 
Entering Unmasked Estep 
Score: -5268934.000000 Penalty: 1587.017212
	Iteration 0F: 2 clusters Score -5268934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21253 members 
Mstep: Class 2 contains 21596 members 
Entering Unmasked Estep 
Score: -5241267.000000 Penalty: 3174.034424
	Iteration 0F: 3 clusters Score -5241267 nChanged 19622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 22734 members 
Entering Unmasked Estep 
Score: -5252262.500000 Penalty: 3174.034424
	Iteration 1F: 3 clusters Score -5252262 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 23486 members 
Entering Unmasked Estep 
Score: -5253082.000000 Penalty: 3174.034424
	Iteration 2Q: 3 clusters Score -5253082 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 24473 members 
Entering Unmasked Estep 
Score: -5254082.000000 Penalty: 3174.034424
	Iteration 3Q: 3 clusters Score -5254082 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 25694 members 
Entering Unmasked Estep 
Score: -5255274.500000 Penalty: 3174.034424
	Iteration 4F: 3 clusters Score -5255274 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 27242 members 
Entering Unmasked Estep 
Score: -5256663.500000 Penalty: 3174.034424
	Iteration 5F: 3 clusters Score -5256664 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 28995 members 
Entering Unmasked Estep 
Score: -5258274.000000 Penalty: 3174.034424
	Iteration 6F: 3 clusters Score -5258274 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 30827 members 
Entering Unmasked Estep 
Score: -5259978.500000 Penalty: 3174.034424
	Iteration 7F: 3 clusters Score -5259978 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 32669 members 
Entering Unmasked Estep 
Score: -5261641.500000 Penalty: 3174.034424
	Iteration 8F: 3 clusters Score -5261642 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 34344 members 
Entering Unmasked Estep 
Score: -5263108.500000 Penalty: 3174.034424
	Iteration 9Q: 3 clusters Score -5263108 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 35735 members 
Entering Unmasked Estep 
Score: -5264275.000000 Penalty: 3174.034424
	Iteration 10Q: 3 clusters Score -5264275 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 36924 members 
Entering Unmasked Estep 
Score: -5265137.000000 Penalty: 3174.034424
	Iteration 11Q: 3 clusters Score -5265137 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 37864 members 
Entering Unmasked Estep 
Score: -5265772.500000 Penalty: 3174.034424
	Iteration 12Q: 3 clusters Score -5265772 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 38583 members 
Entering Unmasked Estep 
Score: -5266178.500000 Penalty: 3174.034424
	Iteration 13Q: 3 clusters Score -5266178 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 39193 members 
Entering Unmasked Estep 
Score: -5266571.000000 Penalty: 3174.034424
	Iteration 14Q: 3 clusters Score -5266571 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 39673 members 
Entering Unmasked Estep 
Score: -5266827.000000 Penalty: 3174.034424
	Iteration 15Q: 3 clusters Score -5266827 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 40043 members 
Entering Unmasked Estep 
Score: -5267009.000000 Penalty: 3174.034424
	Iteration 16Q: 3 clusters Score -5267009 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 40347 members 
Entering Unmasked Estep 
Score: -5267153.500000 Penalty: 3174.034424
	Iteration 17Q: 3 clusters Score -5267154 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 40607 members 
Entering Unmasked Estep 
Score: -5267254.500000 Penalty: 3174.034424
	Iteration 18Q: 3 clusters Score -5267254 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 40792 members 
Entering Unmasked Estep 
Score: -5267346.500000 Penalty: 3174.034424
	Iteration 19Q: 3 clusters Score -5267346 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 40943 members 
Entering Unmasked Estep 
Score: -5267422.000000 Penalty: 3174.034424
	Iteration 20F: 3 clusters Score -5267422 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 41058 members 
Entering Unmasked Estep 
Score: -5267457.500000 Penalty: 3174.034424
	Iteration 21Q: 3 clusters Score -5267458 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 41157 members 
Entering Unmasked Estep 
Score: -5267503.000000 Penalty: 3174.034424
	Iteration 22Q: 3 clusters Score -5267503 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 41256 members 
Entering Unmasked Estep 
Score: -5267556.000000 Penalty: 3174.034424
	Iteration 23Q: 3 clusters Score -5267556 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 41351 members 
Entering Unmasked Estep 
Score: -5267611.000000 Penalty: 3174.034424
	Iteration 24Q: 3 clusters Score -5267611 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 41421 members 
Entering Unmasked Estep 
Score: -5267646.500000 Penalty: 3174.034424
	Iteration 25Q: 3 clusters Score -5267646 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 41487 members 
Entering Unmasked Estep 
Score: -5267675.500000 Penalty: 3174.034424
	Iteration 26Q: 3 clusters Score -5267676 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 41540 members 
Entering Unmasked Estep 
Score: -5267700.000000 Penalty: 3174.034424
	Iteration 27Q: 3 clusters Score -5267700 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 41579 members 
Entering Unmasked Estep 
Score: -5267698.500000 Penalty: 3174.034424
	Iteration 28Q: 3 clusters Score -5267698 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 41617 members 
Entering Unmasked Estep 
Score: -5267713.500000 Penalty: 3174.034424
	Iteration 29Q: 3 clusters Score -5267714 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 41649 members 
Entering Unmasked Estep 
Score: -5267730.000000 Penalty: 3174.034424
	Iteration 30Q: 3 clusters Score -5267730 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 41673 members 
Entering Unmasked Estep 
Score: -5267745.500000 Penalty: 3174.034424
	Iteration 31Q: 3 clusters Score -5267746 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 41700 members 
Entering Unmasked Estep 
Score: -5267762.500000 Penalty: 3174.034424
	Iteration 32Q: 3 clusters Score -5267762 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 41715 members 
Entering Unmasked Estep 
Score: -5267770.000000 Penalty: 3174.034424
	Iteration 33Q: 3 clusters Score -5267770 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 41724 members 
Entering Unmasked Estep 
Score: -5267776.500000 Penalty: 3174.034424
	Iteration 34Q: 3 clusters Score -5267776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 41731 members 
Entering Unmasked Estep 
Score: -5267782.500000 Penalty: 3174.034424
	Iteration 35Q: 3 clusters Score -5267782 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 41739 members 
Entering Unmasked Estep 
Score: -5267790.000000 Penalty: 3174.034424
	Iteration 36Q: 3 clusters Score -5267790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 41748 members 
Entering Unmasked Estep 
Score: -5267795.000000 Penalty: 3174.034424
	Iteration 37Q: 3 clusters Score -5267795 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 41758 members 
Entering Unmasked Estep 
Score: -5267798.500000 Penalty: 3174.034424
	Iteration 38Q: 3 clusters Score -5267798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 41764 members 
Entering Unmasked Estep 
Score: -5267802.000000 Penalty: 3174.034424
	Iteration 39Q: 3 clusters Score -5267802 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 41773 members 
Entering Unmasked Estep 
Score: -5267812.500000 Penalty: 3174.034424
	Iteration 40F: 3 clusters Score -5267812 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 41783 members 
Entering Unmasked Estep 
Score: -5267822.000000 Penalty: 3174.034424
	Iteration 41Q: 3 clusters Score -5267822 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 41796 members 
Entering Unmasked Estep 
Score: -5267824.500000 Penalty: 3174.034424
	Iteration 42Q: 3 clusters Score -5267824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 41799 members 
Entering Unmasked Estep 
Score: -5267829.000000 Penalty: 3174.034424
	Iteration 43Q: 3 clusters Score -5267829 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 41806 members 
Entering Unmasked Estep 
Score: -5267832.500000 Penalty: 3174.034424
	Iteration 44Q: 3 clusters Score -5267832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 41811 members 
Entering Unmasked Estep 
Score: -5267834.000000 Penalty: 3174.034424
	Iteration 45Q: 3 clusters Score -5267834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 41812 members 
Entering Unmasked Estep 
Score: -5267831.000000 Penalty: 3174.034424
	Iteration 46Q: 3 clusters Score -5267831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 41814 members 
Entering Unmasked Estep 
Score: -5267833.000000 Penalty: 3174.034424
	Iteration 47Q: 3 clusters Score -5267833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 41815 members 
Entering Unmasked Estep 
Score: -5267830.500000 Penalty: 3174.034424
	Iteration 48Q: 3 clusters Score -5267830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 41815 members 
Entering Unmasked Estep 
Score: -5267830.500000 Penalty: 3174.034424
	Iteration 49F: 3 clusters Score -5267830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (32905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32905 members 
Entering Unmasked Estep 
Score: -4119779.500000 Penalty: 1547.725342
	Iteration 0F: 2 clusters Score -4119780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -4098389.000000 Penalty: 3095.450684
	Iteration 0F: 3 clusters Score -4098389 nChanged 14886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -4106325.500000 Penalty: 3095.450684
	Iteration 1F: 3 clusters Score -4106326 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -4106698.500000 Penalty: 3095.450684
	Iteration 2Q: 3 clusters Score -4106698 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -4107010.000000 Penalty: 3095.450684
	Iteration 3Q: 3 clusters Score -4107010 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -4107250.500000 Penalty: 3095.450684
	Iteration 4Q: 3 clusters Score -4107250 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -4107449.750000 Penalty: 3095.450684
	Iteration 5Q: 3 clusters Score -4107450 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -4107632.500000 Penalty: 3095.450684
	Iteration 6Q: 3 clusters Score -4107632 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -4107814.000000 Penalty: 3095.450684
	Iteration 7Q: 3 clusters Score -4107814 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -4108038.750000 Penalty: 3095.450684
	Iteration 8Q: 3 clusters Score -4108039 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 19223 members 
Entering Unmasked Estep 
Score: -4108305.000000 Penalty: 3095.450684
	Iteration 9Q: 3 clusters Score -4108305 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
Score: -4108686.000000 Penalty: 3095.450684
	Iteration 10Q: 3 clusters Score -4108686 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 21385 members 
Entering Unmasked Estep 
Score: -4109262.000000 Penalty: 3095.450684
	Iteration 11Q: 3 clusters Score -4109262 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -4110110.750000 Penalty: 3095.450684
	Iteration 12Q: 3 clusters Score -4110111 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 24904 members 
Entering Unmasked Estep 
Score: -4111382.750000 Penalty: 3095.450684
	Iteration 13F: 3 clusters Score -4111383 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 27150 members 
Entering Unmasked Estep 
Score: -4113209.500000 Penalty: 3095.450684
	Iteration 14F: 3 clusters Score -4113210 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 29372 members 
Entering Unmasked Estep 
Score: -4115236.500000 Penalty: 3095.450684
	Iteration 15F: 3 clusters Score -4115236 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 31077 members 
Entering Unmasked Estep 
Score: -4116885.500000 Penalty: 3095.450684
	Iteration 16F: 3 clusters Score -4116886 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 32020 members 
Entering Unmasked Estep 
Score: -4117800.750000 Penalty: 3095.450684
	Iteration 17Q: 3 clusters Score -4117801 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 32401 members 
Entering Unmasked Estep 
Score: -4118162.250000 Penalty: 3095.450684
	Iteration 18Q: 3 clusters Score -4118162 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 32540 members 
Entering Unmasked Estep 
Score: -4118329.750000 Penalty: 3095.450684
	Iteration 19Q: 3 clusters Score -4118330 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 32596 members 
Entering Unmasked Estep 
Score: -4118406.000000 Penalty: 3095.450684
	Iteration 20F: 3 clusters Score -4118406 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 32620 members 
Entering Unmasked Estep 
Score: -4118459.000000 Penalty: 3095.450684
	Iteration 21Q: 3 clusters Score -4118459 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 32634 members 
Entering Unmasked Estep 
Score: -4118509.500000 Penalty: 3095.450684
	Iteration 22Q: 3 clusters Score -4118510 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 32637 members 
Entering Unmasked Estep 
Score: -4118534.000000 Penalty: 3095.450684
	Iteration 23Q: 3 clusters Score -4118534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 32641 members 
Entering Unmasked Estep 
Score: -4118540.000000 Penalty: 3095.450684
	Iteration 24Q: 3 clusters Score -4118540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 32648 members 
Entering Unmasked Estep 
Score: -4118548.000000 Penalty: 3095.450684
	Iteration 25Q: 3 clusters Score -4118548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 32647 members 
Entering Unmasked Estep 
Score: -4118556.750000 Penalty: 3095.450684
	Iteration 26Q: 3 clusters Score -4118557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 32648 members 
Entering Unmasked Estep 
Score: -4118555.750000 Penalty: 3095.450684
	Iteration 27Q: 3 clusters Score -4118556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 32649 members 
Entering Unmasked Estep 
Score: -4118558.250000 Penalty: 3095.450684
	Iteration 28Q: 3 clusters Score -4118558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 32652 members 
Entering Unmasked Estep 
Score: -4118565.000000 Penalty: 3095.450684
	Iteration 29Q: 3 clusters Score -4118565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 32652 members 
Entering Unmasked Estep 
Score: -4118565.000000 Penalty: 3095.450684
	Iteration 30F: 3 clusters Score -4118565 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Entering Unmasked Estep 
Score: -189218.250000 Penalty: 1101.847290
	Iteration 0F: 2 clusters Score -189218.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -187522.343750 Penalty: 2203.694580
	Iteration 0F: 3 clusters Score -187522.3 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -187909.312500 Penalty: 2203.694580
	Iteration 1F: 3 clusters Score -187909.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -188025.453125 Penalty: 2203.694580
	Iteration 2F: 3 clusters Score -188025.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -188091.031250 Penalty: 2203.694580
	Iteration 3Q: 3 clusters Score -188091 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -188127.484375 Penalty: 2203.694580
	Iteration 4Q: 3 clusters Score -188127.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -188155.562500 Penalty: 2203.694580
	Iteration 5Q: 3 clusters Score -188155.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -188178.265625 Penalty: 2203.694580
	Iteration 6Q: 3 clusters Score -188178.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -188194.203125 Penalty: 2203.694580
	Iteration 7Q: 3 clusters Score -188194.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -188206.171875 Penalty: 2203.694580
	Iteration 8Q: 3 clusters Score -188206.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -188211.953125 Penalty: 2203.694580
	Iteration 9Q: 3 clusters Score -188212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -188214.593750 Penalty: 2203.694580
	Iteration 10Q: 3 clusters Score -188214.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -188216.671875 Penalty: 2203.694580
	Iteration 11Q: 3 clusters Score -188216.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -188220.843750 Penalty: 2203.694580
	Iteration 12Q: 3 clusters Score -188220.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -188222.937500 Penalty: 2203.694580
	Iteration 13Q: 3 clusters Score -188222.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -188224.515625 Penalty: 2203.694580
	Iteration 14Q: 3 clusters Score -188224.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -188225.281250 Penalty: 2203.694580
	Iteration 15Q: 3 clusters Score -188225.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -188225.281250 Penalty: 2203.694580
	Iteration 16F: 3 clusters Score -188225.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (89782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89782 members 
Entering Unmasked Estep 
Score: -11254259.000000 Penalty: 1697.084839
	Iteration 0F: 2 clusters Score -1.125426e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45009 members 
Mstep: Class 2 contains 44773 members 
Entering Unmasked Estep 
Score: -11207822.000000 Penalty: 3394.169678
	Iteration 0F: 3 clusters Score -1.120782e+07 nChanged 42299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45156 members 
Mstep: Class 2 contains 44626 members 
Entering Unmasked Estep 
Score: -11231511.000000 Penalty: 3394.169678
	Iteration 1F: 3 clusters Score -1.123151e+07 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44738 members 
Mstep: Class 2 contains 45044 members 
Entering Unmasked Estep 
Score: -11231966.000000 Penalty: 3394.169678
	Iteration 2Q: 3 clusters Score -1.123197e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44139 members 
Mstep: Class 2 contains 45643 members 
Entering Unmasked Estep 
Score: -11232526.000000 Penalty: 3394.169678
	Iteration 3Q: 3 clusters Score -1.123253e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43376 members 
Mstep: Class 2 contains 46406 members 
Entering Unmasked Estep 
Score: -11233066.000000 Penalty: 3394.169678
	Iteration 4Q: 3 clusters Score -1.123307e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42328 members 
Mstep: Class 2 contains 47454 members 
Entering Unmasked Estep 
Score: -11233579.000000 Penalty: 3394.169678
	Iteration 5Q: 3 clusters Score -1.123358e+07 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40927 members 
Mstep: Class 2 contains 48855 members 
Entering Unmasked Estep 
Score: -11234368.000000 Penalty: 3394.169678
	Iteration 6Q: 3 clusters Score -1.123437e+07 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39022 members 
Mstep: Class 2 contains 50760 members 
Entering Unmasked Estep 
Score: -11235301.000000 Penalty: 3394.169678
	Iteration 7Q: 3 clusters Score -1.12353e+07 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36715 members 
Mstep: Class 2 contains 53067 members 
Entering Unmasked Estep 
Score: -11236389.000000 Penalty: 3394.169678
	Iteration 8Q: 3 clusters Score -1.123639e+07 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33815 members 
Mstep: Class 2 contains 55967 members 
Entering Unmasked Estep 
Score: -11237825.000000 Penalty: 3394.169678
	Iteration 9Q: 3 clusters Score -1.123782e+07 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30371 members 
Mstep: Class 2 contains 59411 members 
Entering Unmasked Estep 
Score: -11239414.000000 Penalty: 3394.169678
	Iteration 10F: 3 clusters Score -1.123941e+07 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26537 members 
Mstep: Class 2 contains 63245 members 
Entering Unmasked Estep 
Score: -11241731.000000 Penalty: 3394.169678
	Iteration 11F: 3 clusters Score -1.124173e+07 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 67023 members 
Entering Unmasked Estep 
Score: -11244243.000000 Penalty: 3394.169678
	Iteration 12F: 3 clusters Score -1.124424e+07 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 70221 members 
Entering Unmasked Estep 
Score: -11246628.000000 Penalty: 3394.169678
	Iteration 13Q: 3 clusters Score -1.124663e+07 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 72547 members 
Entering Unmasked Estep 
Score: -11248646.000000 Penalty: 3394.169678
	Iteration 14Q: 3 clusters Score -1.124865e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 74080 members 
Entering Unmasked Estep 
Score: -11249875.000000 Penalty: 3394.169678
	Iteration 15Q: 3 clusters Score -1.124988e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 75084 members 
Entering Unmasked Estep 
Score: -11250762.000000 Penalty: 3394.169678
	Iteration 16Q: 3 clusters Score -1.125076e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 75853 members 
Entering Unmasked Estep 
Score: -11251146.000000 Penalty: 3394.169678
	Iteration 17Q: 3 clusters Score -1.125115e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 76454 members 
Entering Unmasked Estep 
Score: -11251413.000000 Penalty: 3394.169678
	Iteration 18Q: 3 clusters Score -1.125141e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 77031 members 
Entering Unmasked Estep 
Score: -11251590.000000 Penalty: 3394.169678
	Iteration 19Q: 3 clusters Score -1.125159e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 77533 members 
Entering Unmasked Estep 
Score: -11251695.000000 Penalty: 3394.169678
	Iteration 20F: 3 clusters Score -1.12517e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 78049 members 
Entering Unmasked Estep 
Score: -11251855.000000 Penalty: 3394.169678
	Iteration 21Q: 3 clusters Score -1.125186e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 78564 members 
Entering Unmasked Estep 
Score: -11251913.000000 Penalty: 3394.169678
	Iteration 22Q: 3 clusters Score -1.125191e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 79094 members 
Entering Unmasked Estep 
Score: -11252033.000000 Penalty: 3394.169678
	Iteration 23Q: 3 clusters Score -1.125203e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 79566 members 
Entering Unmasked Estep 
Score: -11251982.000000 Penalty: 3394.169678
	Iteration 24Q: 3 clusters Score -1.125198e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 80034 members 
Entering Unmasked Estep 
Score: -11252016.000000 Penalty: 3394.169678
	Iteration 25Q: 3 clusters Score -1.125202e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 80501 members 
Entering Unmasked Estep 
Score: -11252082.000000 Penalty: 3394.169678
	Iteration 26Q: 3 clusters Score -1.125208e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 80966 members 
Entering Unmasked Estep 
Score: -11252206.000000 Penalty: 3394.169678
	Iteration 27Q: 3 clusters Score -1.125221e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 81450 members 
Entering Unmasked Estep 
Score: -11252229.000000 Penalty: 3394.169678
	Iteration 28Q: 3 clusters Score -1.125223e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 81939 members 
Entering Unmasked Estep 
Score: -11252327.000000 Penalty: 3394.169678
	Iteration 29Q: 3 clusters Score -1.125233e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 82409 members 
Entering Unmasked Estep 
Score: -11252369.000000 Penalty: 3394.169678
	Iteration 30Q: 3 clusters Score -1.125237e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 82865 members 
Entering Unmasked Estep 
Score: -11252377.000000 Penalty: 3394.169678
	Iteration 31Q: 3 clusters Score -1.125238e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 83297 members 
Entering Unmasked Estep 
Score: -11252430.000000 Penalty: 3394.169678
	Iteration 32Q: 3 clusters Score -1.125243e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 83743 members 
Entering Unmasked Estep 
Score: -11252423.000000 Penalty: 3394.169678
	Iteration 33Q: 3 clusters Score -1.125242e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 84130 members 
Entering Unmasked Estep 
Score: -11252467.000000 Penalty: 3394.169678
	Iteration 34Q: 3 clusters Score -1.125247e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 84477 members 
Entering Unmasked Estep 
Score: -11252490.000000 Penalty: 3394.169678
	Iteration 35Q: 3 clusters Score -1.125249e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 84808 members 
Entering Unmasked Estep 
Score: -11252533.000000 Penalty: 3394.169678
	Iteration 36Q: 3 clusters Score -1.125253e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 85125 members 
Entering Unmasked Estep 
Score: -11252543.000000 Penalty: 3394.169678
	Iteration 37Q: 3 clusters Score -1.125254e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 85416 members 
Entering Unmasked Estep 
Score: -11252528.000000 Penalty: 3394.169678
	Iteration 38Q: 3 clusters Score -1.125253e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 85710 members 
Entering Unmasked Estep 
Score: -11252531.000000 Penalty: 3394.169678
	Iteration 39Q: 3 clusters Score -1.125253e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 85998 members 
Entering Unmasked Estep 
Score: -11252540.000000 Penalty: 3394.169678
	Iteration 40F: 3 clusters Score -1.125254e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 86294 members 
Entering Unmasked Estep 
Score: -11252628.000000 Penalty: 3394.169678
	Iteration 41Q: 3 clusters Score -1.125263e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 86548 members 
Entering Unmasked Estep 
Score: -11252698.000000 Penalty: 3394.169678
	Iteration 42Q: 3 clusters Score -1.12527e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 86788 members 
Entering Unmasked Estep 
Score: -11252754.000000 Penalty: 3394.169678
	Iteration 43Q: 3 clusters Score -1.125275e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 87006 members 
Entering Unmasked Estep 
Score: -11252785.000000 Penalty: 3394.169678
	Iteration 44Q: 3 clusters Score -1.125278e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 87200 members 
Entering Unmasked Estep 
Score: -11252851.000000 Penalty: 3394.169678
	Iteration 45Q: 3 clusters Score -1.125285e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 87386 members 
Entering Unmasked Estep 
Score: -11252869.000000 Penalty: 3394.169678
	Iteration 46Q: 3 clusters Score -1.125287e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 87557 members 
Entering Unmasked Estep 
Score: -11252932.000000 Penalty: 3394.169678
	Iteration 47Q: 3 clusters Score -1.125293e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 87708 members 
Entering Unmasked Estep 
Score: -11252983.000000 Penalty: 3394.169678
	Iteration 48Q: 3 clusters Score -1.125298e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 87854 members 
Entering Unmasked Estep 
Score: -11253002.000000 Penalty: 3394.169678
	Iteration 49Q: 3 clusters Score -1.1253e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 87980 members 
Entering Unmasked Estep 
Score: -11253008.000000 Penalty: 3394.169678
	Iteration 50Q: 3 clusters Score -1.125301e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 88088 members 
Entering Unmasked Estep 
Score: -11253038.000000 Penalty: 3394.169678
	Iteration 51Q: 3 clusters Score -1.125304e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 88182 members 
Entering Unmasked Estep 
Score: -11253081.000000 Penalty: 3394.169678
	Iteration 52Q: 3 clusters Score -1.125308e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 88267 members 
Entering Unmasked Estep 
Score: -11253113.000000 Penalty: 3394.169678
	Iteration 53Q: 3 clusters Score -1.125311e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 88347 members 
Entering Unmasked Estep 
Score: -11253167.000000 Penalty: 3394.169678
	Iteration 54Q: 3 clusters Score -1.125317e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 88406 members 
Entering Unmasked Estep 
Score: -11253168.000000 Penalty: 3394.169678
	Iteration 55Q: 3 clusters Score -1.125317e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 88457 members 
Entering Unmasked Estep 
Score: -11253191.000000 Penalty: 3394.169678
	Iteration 56Q: 3 clusters Score -1.125319e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 88500 members 
Entering Unmasked Estep 
Score: -11253243.000000 Penalty: 3394.169678
	Iteration 57Q: 3 clusters Score -1.125324e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 88547 members 
Entering Unmasked Estep 
Score: -11253276.000000 Penalty: 3394.169678
	Iteration 58Q: 3 clusters Score -1.125328e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 88582 members 
Entering Unmasked Estep 
Score: -11253290.000000 Penalty: 3394.169678
	Iteration 59Q: 3 clusters Score -1.125329e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 88622 members 
Entering Unmasked Estep 
Score: -11253314.000000 Penalty: 3394.169678
	Iteration 60F: 3 clusters Score -1.125331e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 88655 members 
Entering Unmasked Estep 
Score: -11253320.000000 Penalty: 3394.169678
	Iteration 61Q: 3 clusters Score -1.125332e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 88684 members 
Entering Unmasked Estep 
Score: -11253307.000000 Penalty: 3394.169678
	Iteration 62Q: 3 clusters Score -1.125331e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 88706 members 
Entering Unmasked Estep 
Score: -11253308.000000 Penalty: 3394.169678
	Iteration 63Q: 3 clusters Score -1.125331e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 88716 members 
Entering Unmasked Estep 
Score: -11253311.000000 Penalty: 3394.169678
	Iteration 64Q: 3 clusters Score -1.125331e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 88722 members 
Entering Unmasked Estep 
Score: -11253307.000000 Penalty: 3394.169678
	Iteration 65Q: 3 clusters Score -1.125331e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 88729 members 
Entering Unmasked Estep 
Score: -11253318.000000 Penalty: 3394.169678
	Iteration 66Q: 3 clusters Score -1.125332e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 88734 members 
Entering Unmasked Estep 
Score: -11253324.000000 Penalty: 3394.169678
	Iteration 67Q: 3 clusters Score -1.125332e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 88736 members 
Entering Unmasked Estep 
Score: -11253322.000000 Penalty: 3394.169678
	Iteration 68Q: 3 clusters Score -1.125332e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 88738 members 
Entering Unmasked Estep 
Score: -11253321.000000 Penalty: 3394.169678
	Iteration 69Q: 3 clusters Score -1.125332e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 88742 members 
Entering Unmasked Estep 
Score: -11253316.000000 Penalty: 3394.169678
	Iteration 70Q: 3 clusters Score -1.125332e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 88750 members 
Entering Unmasked Estep 
Score: -11253307.000000 Penalty: 3394.169678
	Iteration 71Q: 3 clusters Score -1.125331e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 88756 members 
Entering Unmasked Estep 
Score: -11253304.000000 Penalty: 3394.169678
	Iteration 72Q: 3 clusters Score -1.12533e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 88765 members 
Entering Unmasked Estep 
Score: -11253308.000000 Penalty: 3394.169678
	Iteration 73Q: 3 clusters Score -1.125331e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 88771 members 
Entering Unmasked Estep 
Score: -11253306.000000 Penalty: 3394.169678
	Iteration 74Q: 3 clusters Score -1.125331e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 88772 members 
Entering Unmasked Estep 
Score: -11253306.000000 Penalty: 3394.169678
	Iteration 75Q: 3 clusters Score -1.125331e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 88774 members 
Entering Unmasked Estep 
Score: -11253302.000000 Penalty: 3394.169678
	Iteration 76Q: 3 clusters Score -1.12533e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 88774 members 
Entering Unmasked Estep 
Score: -11253302.000000 Penalty: 3394.169678
	Iteration 77F: 3 clusters Score -1.12533e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Entering Unmasked Estep 
Score: -1194679.625000 Penalty: 1367.340576
	Iteration 0F: 2 clusters Score -1194680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1188072.500000 Penalty: 2734.681152
	Iteration 0F: 3 clusters Score -1188072 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1190287.250000 Penalty: 2734.681152
	Iteration 1F: 3 clusters Score -1190287 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1190556.000000 Penalty: 2734.681152
	Iteration 2F: 3 clusters Score -1190556 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1190733.125000 Penalty: 2734.681152
	Iteration 3Q: 3 clusters Score -1190733 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1190871.500000 Penalty: 2734.681152
	Iteration 4Q: 3 clusters Score -1190872 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1191010.750000 Penalty: 2734.681152
	Iteration 5Q: 3 clusters Score -1191011 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1191163.750000 Penalty: 2734.681152
	Iteration 6Q: 3 clusters Score -1191164 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1191279.500000 Penalty: 2734.681152
	Iteration 7Q: 3 clusters Score -1191280 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1191375.000000 Penalty: 2734.681152
	Iteration 8Q: 3 clusters Score -1191375 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1191485.375000 Penalty: 2734.681152
	Iteration 9Q: 3 clusters Score -1191485 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1191595.750000 Penalty: 2734.681152
	Iteration 10Q: 3 clusters Score -1191596 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1191747.375000 Penalty: 2734.681152
	Iteration 11Q: 3 clusters Score -1191747 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1191942.500000 Penalty: 2734.681152
	Iteration 12Q: 3 clusters Score -1191942 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1192116.250000 Penalty: 2734.681152
	Iteration 13Q: 3 clusters Score -1192116 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1192269.500000 Penalty: 2734.681152
	Iteration 14Q: 3 clusters Score -1192270 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1192439.125000 Penalty: 2734.681152
	Iteration 15Q: 3 clusters Score -1192439 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1192612.125000 Penalty: 2734.681152
	Iteration 16Q: 3 clusters Score -1192612 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1192783.875000 Penalty: 2734.681152
	Iteration 17Q: 3 clusters Score -1192784 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1192932.500000 Penalty: 2734.681152
	Iteration 18Q: 3 clusters Score -1192932 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1193047.125000 Penalty: 2734.681152
	Iteration 19Q: 3 clusters Score -1193047 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1193134.500000 Penalty: 2734.681152
	Iteration 20F: 3 clusters Score -1193134 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1193219.375000 Penalty: 2734.681152
	Iteration 21Q: 3 clusters Score -1193219 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1193271.250000 Penalty: 2734.681152
	Iteration 22Q: 3 clusters Score -1193271 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1193317.875000 Penalty: 2734.681152
	Iteration 23Q: 3 clusters Score -1193318 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1193358.375000 Penalty: 2734.681152
	Iteration 24Q: 3 clusters Score -1193358 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1193387.875000 Penalty: 2734.681152
	Iteration 25Q: 3 clusters Score -1193388 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1193412.375000 Penalty: 2734.681152
	Iteration 26Q: 3 clusters Score -1193412 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1193430.250000 Penalty: 2734.681152
	Iteration 27Q: 3 clusters Score -1193430 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1193450.250000 Penalty: 2734.681152
	Iteration 28Q: 3 clusters Score -1193450 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1193468.000000 Penalty: 2734.681152
	Iteration 29Q: 3 clusters Score -1193468 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1193481.875000 Penalty: 2734.681152
	Iteration 30Q: 3 clusters Score -1193482 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1193504.000000 Penalty: 2734.681152
	Iteration 31Q: 3 clusters Score -1193504 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1193514.875000 Penalty: 2734.681152
	Iteration 32Q: 3 clusters Score -1193515 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1193525.500000 Penalty: 2734.681152
	Iteration 33Q: 3 clusters Score -1193526 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1193544.000000 Penalty: 2734.681152
	Iteration 34Q: 3 clusters Score -1193544 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1193553.250000 Penalty: 2734.681152
	Iteration 35Q: 3 clusters Score -1193553 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1193563.500000 Penalty: 2734.681152
	Iteration 36Q: 3 clusters Score -1193564 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1193575.125000 Penalty: 2734.681152
	Iteration 37Q: 3 clusters Score -1193575 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1193584.375000 Penalty: 2734.681152
	Iteration 38Q: 3 clusters Score -1193584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1193588.625000 Penalty: 2734.681152
	Iteration 39Q: 3 clusters Score -1193589 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1193595.750000 Penalty: 2734.681152
	Iteration 40F: 3 clusters Score -1193596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1193600.875000 Penalty: 2734.681152
	Iteration 41Q: 3 clusters Score -1193601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1193601.125000 Penalty: 2734.681152
	Iteration 42Q: 3 clusters Score -1193601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1193605.375000 Penalty: 2734.681152
	Iteration 43Q: 3 clusters Score -1193605 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1193611.625000 Penalty: 2734.681152
	Iteration 44Q: 3 clusters Score -1193612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1193611.125000 Penalty: 2734.681152
	Iteration 45Q: 3 clusters Score -1193611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1193611.875000 Penalty: 2734.681152
	Iteration 46Q: 3 clusters Score -1193612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1193613.750000 Penalty: 2734.681152
	Iteration 47Q: 3 clusters Score -1193614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1193613.375000 Penalty: 2734.681152
	Iteration 48Q: 3 clusters Score -1193613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1193615.125000 Penalty: 2734.681152
	Iteration 49Q: 3 clusters Score -1193615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1193617.125000 Penalty: 2734.681152
	Iteration 50Q: 3 clusters Score -1193617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1193619.000000 Penalty: 2734.681152
	Iteration 51Q: 3 clusters Score -1193619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1193623.250000 Penalty: 2734.681152
	Iteration 52Q: 3 clusters Score -1193623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1193622.250000 Penalty: 2734.681152
	Iteration 53Q: 3 clusters Score -1193622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1193624.750000 Penalty: 2734.681152
	Iteration 54Q: 3 clusters Score -1193625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1193633.250000 Penalty: 2734.681152
	Iteration 55Q: 3 clusters Score -1193633 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1193636.500000 Penalty: 2734.681152
	Iteration 56Q: 3 clusters Score -1193636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1193639.000000 Penalty: 2734.681152
	Iteration 57Q: 3 clusters Score -1193639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1193640.000000 Penalty: 2734.681152
	Iteration 58Q: 3 clusters Score -1193640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1193641.875000 Penalty: 2734.681152
	Iteration 59Q: 3 clusters Score -1193642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1193650.375000 Penalty: 2734.681152
	Iteration 60F: 3 clusters Score -1193650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1193655.875000 Penalty: 2734.681152
	Iteration 61Q: 3 clusters Score -1193656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1193657.000000 Penalty: 2734.681152
	Iteration 62Q: 3 clusters Score -1193657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1193659.250000 Penalty: 2734.681152
	Iteration 63Q: 3 clusters Score -1193659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1193661.750000 Penalty: 2734.681152
	Iteration 64Q: 3 clusters Score -1193662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1193663.625000 Penalty: 2734.681152
	Iteration 65Q: 3 clusters Score -1193664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1193668.375000 Penalty: 2734.681152
	Iteration 66Q: 3 clusters Score -1193668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1193670.375000 Penalty: 2734.681152
	Iteration 67Q: 3 clusters Score -1193670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1193669.375000 Penalty: 2734.681152
	Iteration 68Q: 3 clusters Score -1193669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1193670.875000 Penalty: 2734.681152
	Iteration 69Q: 3 clusters Score -1193671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1193673.000000 Penalty: 2734.681152
	Iteration 70Q: 3 clusters Score -1193673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1193675.375000 Penalty: 2734.681152
	Iteration 71Q: 3 clusters Score -1193675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1193675.250000 Penalty: 2734.681152
	Iteration 72Q: 3 clusters Score -1193675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1193676.750000 Penalty: 2734.681152
	Iteration 73Q: 3 clusters Score -1193677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1193676.750000 Penalty: 2734.681152
	Iteration 74F: 3 clusters Score -1193677 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Entering Unmasked Estep 
Score: -47939.089844 Penalty: 902.636902
	Iteration 0F: 2 clusters Score -47939.09 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 225 members 
Entering Unmasked Estep 
Score: -47082.011719 Penalty: 1805.273804
	Iteration 0F: 3 clusters Score -47082.01 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -47323.539062 Penalty: 1805.273804
	Iteration 1F: 3 clusters Score -47323.54 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -47567.750000 Penalty: 1805.273804
	Iteration 2F: 3 clusters Score -47567.75 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -47648.070312 Penalty: 1805.273804
	Iteration 3F: 3 clusters Score -47648.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -47693.714844 Penalty: 1805.273804
	Iteration 4Q: 3 clusters Score -47693.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -47736.292969 Penalty: 1805.273804
	Iteration 5Q: 3 clusters Score -47736.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -47809.265625 Penalty: 1805.273804
	Iteration 6Q: 3 clusters Score -47809.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -47842.777344 Penalty: 1805.273804
	Iteration 7Q: 3 clusters Score -47842.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -47859.671875 Penalty: 1805.273804
	Iteration 8Q: 3 clusters Score -47859.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -47864.468750 Penalty: 1805.273804
	Iteration 9Q: 3 clusters Score -47864.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -47869.242188 Penalty: 1805.273804
	Iteration 10Q: 3 clusters Score -47869.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -47874.292969 Penalty: 1805.273804
	Iteration 11Q: 3 clusters Score -47874.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -47878.820312 Penalty: 1805.273804
	Iteration 12Q: 3 clusters Score -47878.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -47878.820312 Penalty: 1805.273804
	Iteration 13F: 3 clusters Score -47878.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Entering Unmasked Estep 
Score: -730838.750000 Penalty: 1288.826294
	Iteration 0F: 2 clusters Score -730838.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -726660.500000 Penalty: 2577.652588
	Iteration 0F: 3 clusters Score -726660.5 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -727879.812500 Penalty: 2577.652588
	Iteration 1F: 3 clusters Score -727879.8 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -728104.625000 Penalty: 2577.652588
	Iteration 2F: 3 clusters Score -728104.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -728235.312500 Penalty: 2577.652588
	Iteration 3Q: 3 clusters Score -728235.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -728333.812500 Penalty: 2577.652588
	Iteration 4Q: 3 clusters Score -728333.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -728402.500000 Penalty: 2577.652588
	Iteration 5Q: 3 clusters Score -728402.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -728458.375000 Penalty: 2577.652588
	Iteration 6Q: 3 clusters Score -728458.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -728514.312500 Penalty: 2577.652588
	Iteration 7Q: 3 clusters Score -728514.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -728553.875000 Penalty: 2577.652588
	Iteration 8Q: 3 clusters Score -728553.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -728591.562500 Penalty: 2577.652588
	Iteration 9Q: 3 clusters Score -728591.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -728624.750000 Penalty: 2577.652588
	Iteration 10Q: 3 clusters Score -728624.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -728652.500000 Penalty: 2577.652588
	Iteration 11Q: 3 clusters Score -728652.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -728683.562500 Penalty: 2577.652588
	Iteration 12Q: 3 clusters Score -728683.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -728709.625000 Penalty: 2577.652588
	Iteration 13Q: 3 clusters Score -728709.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -728740.812500 Penalty: 2577.652588
	Iteration 14Q: 3 clusters Score -728740.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -728772.937500 Penalty: 2577.652588
	Iteration 15Q: 3 clusters Score -728772.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -728807.062500 Penalty: 2577.652588
	Iteration 16Q: 3 clusters Score -728807.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -728832.625000 Penalty: 2577.652588
	Iteration 17Q: 3 clusters Score -728832.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -728859.937500 Penalty: 2577.652588
	Iteration 18Q: 3 clusters Score -728859.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -728886.937500 Penalty: 2577.652588
	Iteration 19Q: 3 clusters Score -728886.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -728910.812500 Penalty: 2577.652588
	Iteration 20F: 3 clusters Score -728910.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -728946.937500 Penalty: 2577.652588
	Iteration 21Q: 3 clusters Score -728946.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -728986.937500 Penalty: 2577.652588
	Iteration 22Q: 3 clusters Score -728986.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -729031.625000 Penalty: 2577.652588
	Iteration 23Q: 3 clusters Score -729031.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -729072.125000 Penalty: 2577.652588
	Iteration 24Q: 3 clusters Score -729072.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -729110.875000 Penalty: 2577.652588
	Iteration 25Q: 3 clusters Score -729110.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -729154.562500 Penalty: 2577.652588
	Iteration 26Q: 3 clusters Score -729154.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -729198.437500 Penalty: 2577.652588
	Iteration 27Q: 3 clusters Score -729198.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -729231.812500 Penalty: 2577.652588
	Iteration 28Q: 3 clusters Score -729231.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -729263.687500 Penalty: 2577.652588
	Iteration 29Q: 3 clusters Score -729263.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -729303.500000 Penalty: 2577.652588
	Iteration 30Q: 3 clusters Score -729303.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -729354.312500 Penalty: 2577.652588
	Iteration 31Q: 3 clusters Score -729354.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -729400.750000 Penalty: 2577.652588
	Iteration 32Q: 3 clusters Score -729400.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -729440.312500 Penalty: 2577.652588
	Iteration 33Q: 3 clusters Score -729440.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -729478.812500 Penalty: 2577.652588
	Iteration 34Q: 3 clusters Score -729478.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -729516.562500 Penalty: 2577.652588
	Iteration 35Q: 3 clusters Score -729516.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -729544.875000 Penalty: 2577.652588
	Iteration 36Q: 3 clusters Score -729544.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -729570.500000 Penalty: 2577.652588
	Iteration 37Q: 3 clusters Score -729570.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -729600.375000 Penalty: 2577.652588
	Iteration 38Q: 3 clusters Score -729600.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -729621.687500 Penalty: 2577.652588
	Iteration 39Q: 3 clusters Score -729621.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -729640.750000 Penalty: 2577.652588
	Iteration 40F: 3 clusters Score -729640.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -729651.437500 Penalty: 2577.652588
	Iteration 41Q: 3 clusters Score -729651.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -729664.187500 Penalty: 2577.652588
	Iteration 42Q: 3 clusters Score -729664.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -729670.125000 Penalty: 2577.652588
	Iteration 43Q: 3 clusters Score -729670.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -729678.312500 Penalty: 2577.652588
	Iteration 44Q: 3 clusters Score -729678.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -729686.187500 Penalty: 2577.652588
	Iteration 45Q: 3 clusters Score -729686.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -729693.250000 Penalty: 2577.652588
	Iteration 46Q: 3 clusters Score -729693.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -729703.312500 Penalty: 2577.652588
	Iteration 47Q: 3 clusters Score -729703.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -729714.187500 Penalty: 2577.652588
	Iteration 48Q: 3 clusters Score -729714.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -729726.875000 Penalty: 2577.652588
	Iteration 49Q: 3 clusters Score -729726.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -729733.312500 Penalty: 2577.652588
	Iteration 50Q: 3 clusters Score -729733.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -729743.250000 Penalty: 2577.652588
	Iteration 51Q: 3 clusters Score -729743.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -729748.062500 Penalty: 2577.652588
	Iteration 52Q: 3 clusters Score -729748.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -729754.750000 Penalty: 2577.652588
	Iteration 53Q: 3 clusters Score -729754.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -729763.750000 Penalty: 2577.652588
	Iteration 54Q: 3 clusters Score -729763.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -729769.812500 Penalty: 2577.652588
	Iteration 55Q: 3 clusters Score -729769.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -729772.062500 Penalty: 2577.652588
	Iteration 56Q: 3 clusters Score -729772.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -729774.625000 Penalty: 2577.652588
	Iteration 57Q: 3 clusters Score -729774.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -729778.437500 Penalty: 2577.652588
	Iteration 58Q: 3 clusters Score -729778.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -729788.250000 Penalty: 2577.652588
	Iteration 59Q: 3 clusters Score -729788.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -729795.125000 Penalty: 2577.652588
	Iteration 60F: 3 clusters Score -729795.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -729808.437500 Penalty: 2577.652588
	Iteration 61Q: 3 clusters Score -729808.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -729813.875000 Penalty: 2577.652588
	Iteration 62Q: 3 clusters Score -729813.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -729821.000000 Penalty: 2577.652588
	Iteration 63Q: 3 clusters Score -729821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -729825.562500 Penalty: 2577.652588
	Iteration 64Q: 3 clusters Score -729825.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -729830.812500 Penalty: 2577.652588
	Iteration 65Q: 3 clusters Score -729830.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -729834.937500 Penalty: 2577.652588
	Iteration 66Q: 3 clusters Score -729834.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -729838.187500 Penalty: 2577.652588
	Iteration 67Q: 3 clusters Score -729838.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -729841.437500 Penalty: 2577.652588
	Iteration 68Q: 3 clusters Score -729841.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -729842.750000 Penalty: 2577.652588
	Iteration 69Q: 3 clusters Score -729842.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -729844.062500 Penalty: 2577.652588
	Iteration 70Q: 3 clusters Score -729844.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -729844.062500 Penalty: 2577.652588
	Iteration 71F: 3 clusters Score -729844.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Entering Unmasked Estep 
Score: -609320.000000 Penalty: 1273.194336
	Iteration 0F: 2 clusters Score -609320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -605482.875000 Penalty: 2546.388672
	Iteration 0F: 3 clusters Score -605482.9 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -606670.937500 Penalty: 2546.388672
	Iteration 1F: 3 clusters Score -606670.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -606877.250000 Penalty: 2546.388672
	Iteration 2F: 3 clusters Score -606877.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -607026.562500 Penalty: 2546.388672
	Iteration 3Q: 3 clusters Score -607026.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -607141.062500 Penalty: 2546.388672
	Iteration 4Q: 3 clusters Score -607141.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -607221.312500 Penalty: 2546.388672
	Iteration 5Q: 3 clusters Score -607221.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -607297.312500 Penalty: 2546.388672
	Iteration 6Q: 3 clusters Score -607297.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -607363.187500 Penalty: 2546.388672
	Iteration 7Q: 3 clusters Score -607363.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -607420.500000 Penalty: 2546.388672
	Iteration 8Q: 3 clusters Score -607420.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -607484.750000 Penalty: 2546.388672
	Iteration 9Q: 3 clusters Score -607484.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -607541.312500 Penalty: 2546.388672
	Iteration 10Q: 3 clusters Score -607541.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -607608.625000 Penalty: 2546.388672
	Iteration 11Q: 3 clusters Score -607608.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -607682.437500 Penalty: 2546.388672
	Iteration 12Q: 3 clusters Score -607682.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -607779.812500 Penalty: 2546.388672
	Iteration 13Q: 3 clusters Score -607779.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -607869.312500 Penalty: 2546.388672
	Iteration 14Q: 3 clusters Score -607869.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -607963.562500 Penalty: 2546.388672
	Iteration 15Q: 3 clusters Score -607963.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -608052.375000 Penalty: 2546.388672
	Iteration 16Q: 3 clusters Score -608052.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -608131.625000 Penalty: 2546.388672
	Iteration 17Q: 3 clusters Score -608131.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -608198.937500 Penalty: 2546.388672
	Iteration 18Q: 3 clusters Score -608198.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -608269.187500 Penalty: 2546.388672
	Iteration 19Q: 3 clusters Score -608269.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -608321.312500 Penalty: 2546.388672
	Iteration 20F: 3 clusters Score -608321.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -608370.937500 Penalty: 2546.388672
	Iteration 21Q: 3 clusters Score -608370.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -608422.312500 Penalty: 2546.388672
	Iteration 22Q: 3 clusters Score -608422.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -608465.437500 Penalty: 2546.388672
	Iteration 23Q: 3 clusters Score -608465.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -608486.562500 Penalty: 2546.388672
	Iteration 24Q: 3 clusters Score -608486.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -608504.812500 Penalty: 2546.388672
	Iteration 25Q: 3 clusters Score -608504.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -608517.750000 Penalty: 2546.388672
	Iteration 26Q: 3 clusters Score -608517.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -608528.000000 Penalty: 2546.388672
	Iteration 27Q: 3 clusters Score -608528 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -608539.125000 Penalty: 2546.388672
	Iteration 28Q: 3 clusters Score -608539.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -608548.312500 Penalty: 2546.388672
	Iteration 29Q: 3 clusters Score -608548.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -608560.500000 Penalty: 2546.388672
	Iteration 30Q: 3 clusters Score -608560.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -608572.062500 Penalty: 2546.388672
	Iteration 31Q: 3 clusters Score -608572.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -608579.000000 Penalty: 2546.388672
	Iteration 32Q: 3 clusters Score -608579 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -608585.250000 Penalty: 2546.388672
	Iteration 33Q: 3 clusters Score -608585.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -608590.562500 Penalty: 2546.388672
	Iteration 34Q: 3 clusters Score -608590.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -608598.187500 Penalty: 2546.388672
	Iteration 35Q: 3 clusters Score -608598.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -608605.500000 Penalty: 2546.388672
	Iteration 36Q: 3 clusters Score -608605.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -608612.562500 Penalty: 2546.388672
	Iteration 37Q: 3 clusters Score -608612.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -608617.625000 Penalty: 2546.388672
	Iteration 38Q: 3 clusters Score -608617.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -608623.937500 Penalty: 2546.388672
	Iteration 39Q: 3 clusters Score -608623.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -608629.562500 Penalty: 2546.388672
	Iteration 40F: 3 clusters Score -608629.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -608635.000000 Penalty: 2546.388672
	Iteration 41Q: 3 clusters Score -608635 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -608638.750000 Penalty: 2546.388672
	Iteration 42Q: 3 clusters Score -608638.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -608642.125000 Penalty: 2546.388672
	Iteration 43Q: 3 clusters Score -608642.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -608645.562500 Penalty: 2546.388672
	Iteration 44Q: 3 clusters Score -608645.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -608648.250000 Penalty: 2546.388672
	Iteration 45Q: 3 clusters Score -608648.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -608650.437500 Penalty: 2546.388672
	Iteration 46Q: 3 clusters Score -608650.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -608652.250000 Penalty: 2546.388672
	Iteration 47Q: 3 clusters Score -608652.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -608653.500000 Penalty: 2546.388672
	Iteration 48Q: 3 clusters Score -608653.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -608653.500000 Penalty: 2546.388672
	Iteration 49F: 3 clusters Score -608653.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Entering Unmasked Estep 
Score: -671193.312500 Penalty: 1283.982422
	Iteration 0F: 2 clusters Score -671193.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -667189.062500 Penalty: 2567.964844
	Iteration 0F: 3 clusters Score -667189.1 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -668457.687500 Penalty: 2567.964844
	Iteration 1F: 3 clusters Score -668457.7 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -668691.625000 Penalty: 2567.964844
	Iteration 2F: 3 clusters Score -668691.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -668841.500000 Penalty: 2567.964844
	Iteration 3Q: 3 clusters Score -668841.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -668966.125000 Penalty: 2567.964844
	Iteration 4Q: 3 clusters Score -668966.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -669062.250000 Penalty: 2567.964844
	Iteration 5Q: 3 clusters Score -669062.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -669159.062500 Penalty: 2567.964844
	Iteration 6Q: 3 clusters Score -669159.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -669241.250000 Penalty: 2567.964844
	Iteration 7Q: 3 clusters Score -669241.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -669320.687500 Penalty: 2567.964844
	Iteration 8Q: 3 clusters Score -669320.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -669400.437500 Penalty: 2567.964844
	Iteration 9Q: 3 clusters Score -669400.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -669469.312500 Penalty: 2567.964844
	Iteration 10Q: 3 clusters Score -669469.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -669539.750000 Penalty: 2567.964844
	Iteration 11Q: 3 clusters Score -669539.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -669608.250000 Penalty: 2567.964844
	Iteration 12Q: 3 clusters Score -669608.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -669687.875000 Penalty: 2567.964844
	Iteration 13Q: 3 clusters Score -669687.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -669783.625000 Penalty: 2567.964844
	Iteration 14Q: 3 clusters Score -669783.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -669884.875000 Penalty: 2567.964844
	Iteration 15Q: 3 clusters Score -669884.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -669984.375000 Penalty: 2567.964844
	Iteration 16Q: 3 clusters Score -669984.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -670123.437500 Penalty: 2567.964844
	Iteration 17Q: 3 clusters Score -670123.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -670240.562500 Penalty: 2567.964844
	Iteration 18Q: 3 clusters Score -670240.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -670356.000000 Penalty: 2567.964844
	Iteration 19Q: 3 clusters Score -670356 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -670452.500000 Penalty: 2567.964844
	Iteration 20F: 3 clusters Score -670452.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -670522.125000 Penalty: 2567.964844
	Iteration 21Q: 3 clusters Score -670522.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -670574.500000 Penalty: 2567.964844
	Iteration 22Q: 3 clusters Score -670574.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -670603.187500 Penalty: 2567.964844
	Iteration 23Q: 3 clusters Score -670603.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -670629.437500 Penalty: 2567.964844
	Iteration 24Q: 3 clusters Score -670629.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -670646.937500 Penalty: 2567.964844
	Iteration 25Q: 3 clusters Score -670646.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -670658.187500 Penalty: 2567.964844
	Iteration 26Q: 3 clusters Score -670658.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -670661.687500 Penalty: 2567.964844
	Iteration 27Q: 3 clusters Score -670661.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -670664.562500 Penalty: 2567.964844
	Iteration 28Q: 3 clusters Score -670664.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -670667.750000 Penalty: 2567.964844
	Iteration 29Q: 3 clusters Score -670667.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -670668.437500 Penalty: 2567.964844
	Iteration 30Q: 3 clusters Score -670668.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -670670.625000 Penalty: 2567.964844
	Iteration 31Q: 3 clusters Score -670670.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -670673.687500 Penalty: 2567.964844
	Iteration 32Q: 3 clusters Score -670673.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -670677.062500 Penalty: 2567.964844
	Iteration 33Q: 3 clusters Score -670677.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -670679.562500 Penalty: 2567.964844
	Iteration 34Q: 3 clusters Score -670679.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -670681.562500 Penalty: 2567.964844
	Iteration 35Q: 3 clusters Score -670681.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -670682.812500 Penalty: 2567.964844
	Iteration 36Q: 3 clusters Score -670682.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -670684.687500 Penalty: 2567.964844
	Iteration 37Q: 3 clusters Score -670684.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -670686.625000 Penalty: 2567.964844
	Iteration 38Q: 3 clusters Score -670686.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -670686.312500 Penalty: 2567.964844
	Iteration 39Q: 3 clusters Score -670686.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -670686.562500 Penalty: 2567.964844
	Iteration 40F: 3 clusters Score -670686.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -670688.875000 Penalty: 2567.964844
	Iteration 41Q: 3 clusters Score -670688.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -670691.812500 Penalty: 2567.964844
	Iteration 42Q: 3 clusters Score -670691.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -670694.812500 Penalty: 2567.964844
	Iteration 43Q: 3 clusters Score -670694.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -670695.875000 Penalty: 2567.964844
	Iteration 44Q: 3 clusters Score -670695.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -670698.375000 Penalty: 2567.964844
	Iteration 45Q: 3 clusters Score -670698.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -670699.312500 Penalty: 2567.964844
	Iteration 46Q: 3 clusters Score -670699.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -670699.000000 Penalty: 2567.964844
	Iteration 47Q: 3 clusters Score -670699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -670699.000000 Penalty: 2567.964844
	Iteration 48F: 3 clusters Score -670699 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Entering Unmasked Estep 
Score: -55003.242188 Penalty: 948.349976
	Iteration 0F: 2 clusters Score -55003.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -54029.746094 Penalty: 1896.699951
	Iteration 0F: 3 clusters Score -54029.75 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -54284.984375 Penalty: 1896.699951
	Iteration 1F: 3 clusters Score -54284.98 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -54382.000000 Penalty: 1896.699951
	Iteration 2F: 3 clusters Score -54382 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -54417.453125 Penalty: 1896.699951
	Iteration 3Q: 3 clusters Score -54417.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -54445.062500 Penalty: 1896.699951
	Iteration 4Q: 3 clusters Score -54445.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -54482.035156 Penalty: 1896.699951
	Iteration 5Q: 3 clusters Score -54482.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -54505.515625 Penalty: 1896.699951
	Iteration 6Q: 3 clusters Score -54505.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -54540.101562 Penalty: 1896.699951
	Iteration 7Q: 3 clusters Score -54540.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -54559.281250 Penalty: 1896.699951
	Iteration 8Q: 3 clusters Score -54559.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -54575.785156 Penalty: 1896.699951
	Iteration 9Q: 3 clusters Score -54575.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -54593.316406 Penalty: 1896.699951
	Iteration 10Q: 3 clusters Score -54593.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -54600.492188 Penalty: 1896.699951
	Iteration 11Q: 3 clusters Score -54600.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -54606.601562 Penalty: 1896.699951
	Iteration 12Q: 3 clusters Score -54606.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -54608.238281 Penalty: 1896.699951
	Iteration 13Q: 3 clusters Score -54608.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -54610.355469 Penalty: 1896.699951
	Iteration 14F: 3 clusters Score -54610.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -54615.585938 Penalty: 1896.699951
	Iteration 15Q: 3 clusters Score -54615.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -54617.042969 Penalty: 1896.699951
	Iteration 16Q: 3 clusters Score -54617.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -54617.042969 Penalty: 1896.699951
	Iteration 17F: 3 clusters Score -54617.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (34836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34836 members 
Entering Unmasked Estep 
Score: -4380287.000000 Penalty: 1556.210938
	Iteration 0F: 2 clusters Score -4380287 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -4357526.500000 Penalty: 3112.421875
	Iteration 0F: 3 clusters Score -4357526 nChanged 15973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -4366317.000000 Penalty: 3112.421875
	Iteration 1F: 3 clusters Score -4366317 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -4366775.000000 Penalty: 3112.421875
	Iteration 2Q: 3 clusters Score -4366775 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
Score: -4367113.500000 Penalty: 3112.421875
	Iteration 3Q: 3 clusters Score -4367114 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -4367411.500000 Penalty: 3112.421875
	Iteration 4Q: 3 clusters Score -4367412 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -4367742.000000 Penalty: 3112.421875
	Iteration 5Q: 3 clusters Score -4367742 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -4368077.500000 Penalty: 3112.421875
	Iteration 6Q: 3 clusters Score -4368078 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -4368492.000000 Penalty: 3112.421875
	Iteration 7Q: 3 clusters Score -4368492 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 21677 members 
Entering Unmasked Estep 
Score: -4368982.500000 Penalty: 3112.421875
	Iteration 8Q: 3 clusters Score -4368982 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -4369695.500000 Penalty: 3112.421875
	Iteration 9Q: 3 clusters Score -4369696 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 24905 members 
Entering Unmasked Estep 
Score: -4370754.500000 Penalty: 3112.421875
	Iteration 10F: 3 clusters Score -4370754 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 27105 members 
Entering Unmasked Estep 
Score: -4372320.000000 Penalty: 3112.421875
	Iteration 11F: 3 clusters Score -4372320 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 29390 members 
Entering Unmasked Estep 
Score: -4374152.000000 Penalty: 3112.421875
	Iteration 12F: 3 clusters Score -4374152 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 31423 members 
Entering Unmasked Estep 
Score: -4375931.000000 Penalty: 3112.421875
	Iteration 13F: 3 clusters Score -4375931 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 32889 members 
Entering Unmasked Estep 
Score: -4377238.000000 Penalty: 3112.421875
	Iteration 14Q: 3 clusters Score -4377238 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 33815 members 
Entering Unmasked Estep 
Score: -4378107.500000 Penalty: 3112.421875
	Iteration 15Q: 3 clusters Score -4378108 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 34264 members 
Entering Unmasked Estep 
Score: -4378580.000000 Penalty: 3112.421875
	Iteration 16Q: 3 clusters Score -4378580 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 34445 members 
Entering Unmasked Estep 
Score: -4378778.000000 Penalty: 3112.421875
	Iteration 17Q: 3 clusters Score -4378778 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 34520 members 
Entering Unmasked Estep 
Score: -4378887.500000 Penalty: 3112.421875
	Iteration 18Q: 3 clusters Score -4378888 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 34560 members 
Entering Unmasked Estep 
Score: -4378953.000000 Penalty: 3112.421875
	Iteration 19Q: 3 clusters Score -4378953 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 34580 members 
Entering Unmasked Estep 
Score: -4378986.000000 Penalty: 3112.421875
	Iteration 20F: 3 clusters Score -4378986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 34588 members 
Entering Unmasked Estep 
Score: -4379007.000000 Penalty: 3112.421875
	Iteration 21Q: 3 clusters Score -4379007 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 34591 members 
Entering Unmasked Estep 
Score: -4379012.500000 Penalty: 3112.421875
	Iteration 22Q: 3 clusters Score -4379012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 34596 members 
Entering Unmasked Estep 
Score: -4379031.500000 Penalty: 3112.421875
	Iteration 23Q: 3 clusters Score -4379032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 34600 members 
Entering Unmasked Estep 
Score: -4379040.000000 Penalty: 3112.421875
	Iteration 24Q: 3 clusters Score -4379040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 34604 members 
Entering Unmasked Estep 
Score: -4379046.500000 Penalty: 3112.421875
	Iteration 25Q: 3 clusters Score -4379046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 34606 members 
Entering Unmasked Estep 
Score: -4379051.000000 Penalty: 3112.421875
	Iteration 26Q: 3 clusters Score -4379051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 34607 members 
Entering Unmasked Estep 
Score: -4379056.500000 Penalty: 3112.421875
	Iteration 27Q: 3 clusters Score -4379056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 34610 members 
Entering Unmasked Estep 
Score: -4379060.000000 Penalty: 3112.421875
	Iteration 28Q: 3 clusters Score -4379060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 34611 members 
Entering Unmasked Estep 
Score: -4379064.500000 Penalty: 3112.421875
	Iteration 29Q: 3 clusters Score -4379064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 34612 members 
Entering Unmasked Estep 
Score: -4379065.000000 Penalty: 3112.421875
	Iteration 30Q: 3 clusters Score -4379065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 34614 members 
Entering Unmasked Estep 
Score: -4379061.500000 Penalty: 3112.421875
	Iteration 31Q: 3 clusters Score -4379062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 34615 members 
Entering Unmasked Estep 
Score: -4379065.000000 Penalty: 3112.421875
	Iteration 32Q: 3 clusters Score -4379065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 34616 members 
Entering Unmasked Estep 
Score: -4379069.000000 Penalty: 3112.421875
	Iteration 33Q: 3 clusters Score -4379069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 34615 members 
Entering Unmasked Estep 
Score: -4379070.500000 Penalty: 3112.421875
	Iteration 34Q: 3 clusters Score -4379070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 34615 members 
Entering Unmasked Estep 
Score: -4379070.500000 Penalty: 3112.421875
	Iteration 35F: 3 clusters Score -4379070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Entering Unmasked Estep 
Score: -632903.250000 Penalty: 1268.956787
	Iteration 0F: 2 clusters Score -632903.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -629223.312500 Penalty: 2537.913574
	Iteration 0F: 3 clusters Score -629223.3 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -630309.875000 Penalty: 2537.913574
	Iteration 1F: 3 clusters Score -630309.9 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -630522.750000 Penalty: 2537.913574
	Iteration 2F: 3 clusters Score -630522.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -630662.750000 Penalty: 2537.913574
	Iteration 3Q: 3 clusters Score -630662.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -630756.625000 Penalty: 2537.913574
	Iteration 4Q: 3 clusters Score -630756.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -630828.250000 Penalty: 2537.913574
	Iteration 5Q: 3 clusters Score -630828.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -630883.687500 Penalty: 2537.913574
	Iteration 6Q: 3 clusters Score -630883.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -630933.437500 Penalty: 2537.913574
	Iteration 7Q: 3 clusters Score -630933.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -630984.437500 Penalty: 2537.913574
	Iteration 8Q: 3 clusters Score -630984.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -631019.937500 Penalty: 2537.913574
	Iteration 9Q: 3 clusters Score -631019.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -631048.562500 Penalty: 2537.913574
	Iteration 10Q: 3 clusters Score -631048.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -631073.375000 Penalty: 2537.913574
	Iteration 11Q: 3 clusters Score -631073.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -631089.750000 Penalty: 2537.913574
	Iteration 12Q: 3 clusters Score -631089.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -631108.500000 Penalty: 2537.913574
	Iteration 13Q: 3 clusters Score -631108.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -631125.437500 Penalty: 2537.913574
	Iteration 14Q: 3 clusters Score -631125.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -631144.875000 Penalty: 2537.913574
	Iteration 15Q: 3 clusters Score -631144.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -631164.812500 Penalty: 2537.913574
	Iteration 16Q: 3 clusters Score -631164.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -631187.312500 Penalty: 2537.913574
	Iteration 17Q: 3 clusters Score -631187.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -631208.875000 Penalty: 2537.913574
	Iteration 18Q: 3 clusters Score -631208.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -631236.750000 Penalty: 2537.913574
	Iteration 19Q: 3 clusters Score -631236.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -631260.437500 Penalty: 2537.913574
	Iteration 20F: 3 clusters Score -631260.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -631285.187500 Penalty: 2537.913574
	Iteration 21Q: 3 clusters Score -631285.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -631307.312500 Penalty: 2537.913574
	Iteration 22Q: 3 clusters Score -631307.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -631331.250000 Penalty: 2537.913574
	Iteration 23Q: 3 clusters Score -631331.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -631356.187500 Penalty: 2537.913574
	Iteration 24Q: 3 clusters Score -631356.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -631374.312500 Penalty: 2537.913574
	Iteration 25Q: 3 clusters Score -631374.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -631395.500000 Penalty: 2537.913574
	Iteration 26Q: 3 clusters Score -631395.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -631422.625000 Penalty: 2537.913574
	Iteration 27Q: 3 clusters Score -631422.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -631448.312500 Penalty: 2537.913574
	Iteration 28Q: 3 clusters Score -631448.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -631465.687500 Penalty: 2537.913574
	Iteration 29Q: 3 clusters Score -631465.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -631488.062500 Penalty: 2537.913574
	Iteration 30Q: 3 clusters Score -631488.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -631505.437500 Penalty: 2537.913574
	Iteration 31Q: 3 clusters Score -631505.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -631521.812500 Penalty: 2537.913574
	Iteration 32Q: 3 clusters Score -631521.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -631541.375000 Penalty: 2537.913574
	Iteration 33Q: 3 clusters Score -631541.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -631556.687500 Penalty: 2537.913574
	Iteration 34Q: 3 clusters Score -631556.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -631571.562500 Penalty: 2537.913574
	Iteration 35Q: 3 clusters Score -631571.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -631583.312500 Penalty: 2537.913574
	Iteration 36Q: 3 clusters Score -631583.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -631598.125000 Penalty: 2537.913574
	Iteration 37Q: 3 clusters Score -631598.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -631611.500000 Penalty: 2537.913574
	Iteration 38Q: 3 clusters Score -631611.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -631624.125000 Penalty: 2537.913574
	Iteration 39Q: 3 clusters Score -631624.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -631639.250000 Penalty: 2537.913574
	Iteration 40F: 3 clusters Score -631639.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -631652.562500 Penalty: 2537.913574
	Iteration 41Q: 3 clusters Score -631652.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -631665.500000 Penalty: 2537.913574
	Iteration 42Q: 3 clusters Score -631665.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -631673.437500 Penalty: 2537.913574
	Iteration 43Q: 3 clusters Score -631673.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -631684.437500 Penalty: 2537.913574
	Iteration 44Q: 3 clusters Score -631684.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -631702.312500 Penalty: 2537.913574
	Iteration 45Q: 3 clusters Score -631702.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -631712.062500 Penalty: 2537.913574
	Iteration 46Q: 3 clusters Score -631712.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -631720.937500 Penalty: 2537.913574
	Iteration 47Q: 3 clusters Score -631720.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -631730.125000 Penalty: 2537.913574
	Iteration 48Q: 3 clusters Score -631730.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -631740.375000 Penalty: 2537.913574
	Iteration 49Q: 3 clusters Score -631740.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -631753.250000 Penalty: 2537.913574
	Iteration 50Q: 3 clusters Score -631753.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -631768.312500 Penalty: 2537.913574
	Iteration 51Q: 3 clusters Score -631768.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -631779.500000 Penalty: 2537.913574
	Iteration 52Q: 3 clusters Score -631779.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -631792.750000 Penalty: 2537.913574
	Iteration 53Q: 3 clusters Score -631792.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -631798.375000 Penalty: 2537.913574
	Iteration 54Q: 3 clusters Score -631798.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -631801.312500 Penalty: 2537.913574
	Iteration 55Q: 3 clusters Score -631801.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -631802.187500 Penalty: 2537.913574
	Iteration 56Q: 3 clusters Score -631802.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -631803.250000 Penalty: 2537.913574
	Iteration 57Q: 3 clusters Score -631803.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -631804.562500 Penalty: 2537.913574
	Iteration 58Q: 3 clusters Score -631804.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -631805.500000 Penalty: 2537.913574
	Iteration 59Q: 3 clusters Score -631805.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -631805.125000 Penalty: 2537.913574
	Iteration 60F: 3 clusters Score -631805.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -631807.187500 Penalty: 2537.913574
	Iteration 61Q: 3 clusters Score -631807.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -631807.750000 Penalty: 2537.913574
	Iteration 62Q: 3 clusters Score -631807.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -631807.062500 Penalty: 2537.913574
	Iteration 63Q: 3 clusters Score -631807.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -631807.062500 Penalty: 2537.913574
	Iteration 64F: 3 clusters Score -631807.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (21790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Entering Unmasked Estep 
Score: -2768156.750000 Penalty: 1486.393921
	Iteration 0F: 2 clusters Score -2768157 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -2753868.500000 Penalty: 2972.787842
	Iteration 0F: 3 clusters Score -2753868 nChanged 9649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -2758997.750000 Penalty: 2972.787842
	Iteration 1F: 3 clusters Score -2758998 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -2759387.500000 Penalty: 2972.787842
	Iteration 2F: 3 clusters Score -2759388 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -2759779.000000 Penalty: 2972.787842
	Iteration 3Q: 3 clusters Score -2759779 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -2760201.250000 Penalty: 2972.787842
	Iteration 4Q: 3 clusters Score -2760201 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -2760708.250000 Penalty: 2972.787842
	Iteration 5Q: 3 clusters Score -2760708 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -2761317.250000 Penalty: 2972.787842
	Iteration 6F: 3 clusters Score -2761317 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -2762123.250000 Penalty: 2972.787842
	Iteration 7F: 3 clusters Score -2762123 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -2762999.000000 Penalty: 2972.787842
	Iteration 8F: 3 clusters Score -2762999 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -2763976.250000 Penalty: 2972.787842
	Iteration 9F: 3 clusters Score -2763976 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -2764827.500000 Penalty: 2972.787842
	Iteration 10Q: 3 clusters Score -2764828 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -2765538.000000 Penalty: 2972.787842
	Iteration 11Q: 3 clusters Score -2765538 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -2766040.000000 Penalty: 2972.787842
	Iteration 12Q: 3 clusters Score -2766040 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -2766398.500000 Penalty: 2972.787842
	Iteration 13Q: 3 clusters Score -2766398 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -2766632.500000 Penalty: 2972.787842
	Iteration 14Q: 3 clusters Score -2766632 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 21159 members 
Entering Unmasked Estep 
Score: -2766783.250000 Penalty: 2972.787842
	Iteration 15Q: 3 clusters Score -2766783 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -2766865.500000 Penalty: 2972.787842
	Iteration 16Q: 3 clusters Score -2766866 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -2766922.000000 Penalty: 2972.787842
	Iteration 17Q: 3 clusters Score -2766922 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 21315 members 
Entering Unmasked Estep 
Score: -2766968.500000 Penalty: 2972.787842
	Iteration 18Q: 3 clusters Score -2766968 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
Score: -2766998.250000 Penalty: 2972.787842
	Iteration 19Q: 3 clusters Score -2766998 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 21336 members 
Entering Unmasked Estep 
Score: -2767019.500000 Penalty: 2972.787842
	Iteration 20F: 3 clusters Score -2767020 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -2767035.250000 Penalty: 2972.787842
	Iteration 21Q: 3 clusters Score -2767035 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 21353 members 
Entering Unmasked Estep 
Score: -2767052.500000 Penalty: 2972.787842
	Iteration 22Q: 3 clusters Score -2767052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 21358 members 
Entering Unmasked Estep 
Score: -2767058.500000 Penalty: 2972.787842
	Iteration 23Q: 3 clusters Score -2767058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -2767062.500000 Penalty: 2972.787842
	Iteration 24Q: 3 clusters Score -2767062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 21368 members 
Entering Unmasked Estep 
Score: -2767079.500000 Penalty: 2972.787842
	Iteration 25Q: 3 clusters Score -2767080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 21369 members 
Entering Unmasked Estep 
Score: -2767084.250000 Penalty: 2972.787842
	Iteration 26Q: 3 clusters Score -2767084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 21373 members 
Entering Unmasked Estep 
Score: -2767087.000000 Penalty: 2972.787842
	Iteration 27Q: 3 clusters Score -2767087 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
Score: -2767098.000000 Penalty: 2972.787842
	Iteration 28Q: 3 clusters Score -2767098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -2767104.000000 Penalty: 2972.787842
	Iteration 29Q: 3 clusters Score -2767104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 21382 members 
Entering Unmasked Estep 
Score: -2767106.250000 Penalty: 2972.787842
	Iteration 30Q: 3 clusters Score -2767106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -2767108.500000 Penalty: 2972.787842
	Iteration 31Q: 3 clusters Score -2767108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 21382 members 
Entering Unmasked Estep 
Score: -2767111.750000 Penalty: 2972.787842
	Iteration 32Q: 3 clusters Score -2767112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 21385 members 
Entering Unmasked Estep 
Score: -2767114.250000 Penalty: 2972.787842
	Iteration 33Q: 3 clusters Score -2767114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -2767113.250000 Penalty: 2972.787842
	Iteration 34Q: 3 clusters Score -2767113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 21382 members 
Entering Unmasked Estep 
Score: -2767114.750000 Penalty: 2972.787842
	Iteration 35Q: 3 clusters Score -2767115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 21382 members 
Entering Unmasked Estep 
Score: -2767116.000000 Penalty: 2972.787842
	Iteration 36Q: 3 clusters Score -2767116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 21382 members 
Entering Unmasked Estep 
Score: -2767116.000000 Penalty: 2972.787842
	Iteration 37F: 3 clusters Score -2767116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Entering Unmasked Estep 
Score: -16746.597656 Penalty: 825.122437
	Iteration 0F: 2 clusters Score -16746.6 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 129 members 
Entering Unmasked Estep 
Score: -16142.664062 Penalty: 1650.244873
	Iteration 0F: 3 clusters Score -16142.66 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -16395.580078 Penalty: 1650.244873
	Iteration 1F: 3 clusters Score -16395.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -16536.273438 Penalty: 1650.244873
	Iteration 2F: 3 clusters Score -16536.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -16579.273438 Penalty: 1650.244873
	Iteration 3Q: 3 clusters Score -16579.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -16699.052734 Penalty: 1650.244873
	Iteration 4Q: 3 clusters Score -16699.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -16701.113281 Penalty: 1650.244873
	Iteration 5Q: 3 clusters Score -16701.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -16708.085938 Penalty: 1650.244873
	Iteration 6Q: 3 clusters Score -16708.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -16708.085938 Penalty: 1650.244873
	Iteration 7F: 3 clusters Score -16708.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Entering Unmasked Estep 
Score: -349739.062500 Penalty: 1189.098633
	Iteration 0F: 2 clusters Score -349739.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -347247.531250 Penalty: 2378.197266
	Iteration 0F: 3 clusters Score -347247.5 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -347879.968750 Penalty: 2378.197266
	Iteration 1F: 3 clusters Score -347880 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -348112.500000 Penalty: 2378.197266
	Iteration 2F: 3 clusters Score -348112.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -348260.593750 Penalty: 2378.197266
	Iteration 3F: 3 clusters Score -348260.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -348360.218750 Penalty: 2378.197266
	Iteration 4Q: 3 clusters Score -348360.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -348437.343750 Penalty: 2378.197266
	Iteration 5Q: 3 clusters Score -348437.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -348501.343750 Penalty: 2378.197266
	Iteration 6Q: 3 clusters Score -348501.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -348554.406250 Penalty: 2378.197266
	Iteration 7Q: 3 clusters Score -348554.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -348608.718750 Penalty: 2378.197266
	Iteration 8Q: 3 clusters Score -348608.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -348645.156250 Penalty: 2378.197266
	Iteration 9Q: 3 clusters Score -348645.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -348677.968750 Penalty: 2378.197266
	Iteration 10Q: 3 clusters Score -348678 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -348718.593750 Penalty: 2378.197266
	Iteration 11Q: 3 clusters Score -348718.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -348748.812500 Penalty: 2378.197266
	Iteration 12Q: 3 clusters Score -348748.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -348773.218750 Penalty: 2378.197266
	Iteration 13Q: 3 clusters Score -348773.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -348811.000000 Penalty: 2378.197266
	Iteration 14Q: 3 clusters Score -348811 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -348854.250000 Penalty: 2378.197266
	Iteration 15Q: 3 clusters Score -348854.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -348889.906250 Penalty: 2378.197266
	Iteration 16Q: 3 clusters Score -348889.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -348930.718750 Penalty: 2378.197266
	Iteration 17Q: 3 clusters Score -348930.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -348974.593750 Penalty: 2378.197266
	Iteration 18Q: 3 clusters Score -348974.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -349029.437500 Penalty: 2378.197266
	Iteration 19Q: 3 clusters Score -349029.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -349069.812500 Penalty: 2378.197266
	Iteration 20F: 3 clusters Score -349069.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -349102.718750 Penalty: 2378.197266
	Iteration 21Q: 3 clusters Score -349102.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -349136.593750 Penalty: 2378.197266
	Iteration 22Q: 3 clusters Score -349136.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -349165.812500 Penalty: 2378.197266
	Iteration 23Q: 3 clusters Score -349165.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -349187.812500 Penalty: 2378.197266
	Iteration 24Q: 3 clusters Score -349187.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -349210.031250 Penalty: 2378.197266
	Iteration 25Q: 3 clusters Score -349210 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -349233.156250 Penalty: 2378.197266
	Iteration 26Q: 3 clusters Score -349233.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -349245.687500 Penalty: 2378.197266
	Iteration 27Q: 3 clusters Score -349245.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -349250.531250 Penalty: 2378.197266
	Iteration 28Q: 3 clusters Score -349250.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -349252.968750 Penalty: 2378.197266
	Iteration 29Q: 3 clusters Score -349253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -349255.687500 Penalty: 2378.197266
	Iteration 30Q: 3 clusters Score -349255.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -349258.750000 Penalty: 2378.197266
	Iteration 31Q: 3 clusters Score -349258.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -349259.156250 Penalty: 2378.197266
	Iteration 32Q: 3 clusters Score -349259.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -349261.312500 Penalty: 2378.197266
	Iteration 33Q: 3 clusters Score -349261.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -349262.312500 Penalty: 2378.197266
	Iteration 34Q: 3 clusters Score -349262.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -349263.000000 Penalty: 2378.197266
	Iteration 35Q: 3 clusters Score -349263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -349263.468750 Penalty: 2378.197266
	Iteration 36Q: 3 clusters Score -349263.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -349263.468750 Penalty: 2378.197266
	Iteration 37F: 3 clusters Score -349263.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (21431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21431 members 
Entering Unmasked Estep 
Score: -2617321.750000 Penalty: 1483.921875
	Iteration 0F: 2 clusters Score -2617322 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 10641 members 
Entering Unmasked Estep 
Score: -2603426.000000 Penalty: 2967.843750
	Iteration 0F: 3 clusters Score -2603426 nChanged 9390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -2608407.000000 Penalty: 2967.843750
	Iteration 1F: 3 clusters Score -2608407 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -2608821.750000 Penalty: 2967.843750
	Iteration 2F: 3 clusters Score -2608822 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -2609186.000000 Penalty: 2967.843750
	Iteration 3Q: 3 clusters Score -2609186 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -2609547.750000 Penalty: 2967.843750
	Iteration 4Q: 3 clusters Score -2609548 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -2609928.000000 Penalty: 2967.843750
	Iteration 5Q: 3 clusters Score -2609928 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -2610386.750000 Penalty: 2967.843750
	Iteration 6Q: 3 clusters Score -2610387 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -2610906.750000 Penalty: 2967.843750
	Iteration 7Q: 3 clusters Score -2610907 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -2611514.000000 Penalty: 2967.843750
	Iteration 8Q: 3 clusters Score -2611514 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -2612252.500000 Penalty: 2967.843750
	Iteration 9F: 3 clusters Score -2612252 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -2613064.000000 Penalty: 2967.843750
	Iteration 10F: 3 clusters Score -2613064 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -2613842.000000 Penalty: 2967.843750
	Iteration 11Q: 3 clusters Score -2613842 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -2614474.750000 Penalty: 2967.843750
	Iteration 12Q: 3 clusters Score -2614475 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -2614966.500000 Penalty: 2967.843750
	Iteration 13Q: 3 clusters Score -2614966 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2615332.750000 Penalty: 2967.843750
	Iteration 14Q: 3 clusters Score -2615333 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2615585.500000 Penalty: 2967.843750
	Iteration 15Q: 3 clusters Score -2615586 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2615730.500000 Penalty: 2967.843750
	Iteration 16Q: 3 clusters Score -2615730 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2615846.250000 Penalty: 2967.843750
	Iteration 17Q: 3 clusters Score -2615846 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2615933.750000 Penalty: 2967.843750
	Iteration 18Q: 3 clusters Score -2615934 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2615989.000000 Penalty: 2967.843750
	Iteration 19Q: 3 clusters Score -2615989 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -2616031.250000 Penalty: 2967.843750
	Iteration 20F: 3 clusters Score -2616031 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20921 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2616063.500000 Penalty: 2967.843750
	Iteration 21Q: 3 clusters Score -2616064 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20950 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2616090.000000 Penalty: 2967.843750
	Iteration 22Q: 3 clusters Score -2616090 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2616107.250000 Penalty: 2967.843750
	Iteration 23Q: 3 clusters Score -2616107 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20989 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2616129.250000 Penalty: 2967.843750
	Iteration 24Q: 3 clusters Score -2616129 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21005 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2616138.500000 Penalty: 2967.843750
	Iteration 25Q: 3 clusters Score -2616138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2616151.500000 Penalty: 2967.843750
	Iteration 26Q: 3 clusters Score -2616152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -2616159.750000 Penalty: 2967.843750
	Iteration 27Q: 3 clusters Score -2616160 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2616165.500000 Penalty: 2967.843750
	Iteration 28Q: 3 clusters Score -2616166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2616169.500000 Penalty: 2967.843750
	Iteration 29Q: 3 clusters Score -2616170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2616173.250000 Penalty: 2967.843750
	Iteration 30Q: 3 clusters Score -2616173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2616173.500000 Penalty: 2967.843750
	Iteration 31Q: 3 clusters Score -2616174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2616174.000000 Penalty: 2967.843750
	Iteration 32Q: 3 clusters Score -2616174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2616174.500000 Penalty: 2967.843750
	Iteration 33Q: 3 clusters Score -2616174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2616174.500000 Penalty: 2967.843750
	Iteration 34F: 3 clusters Score -2616174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Entering Unmasked Estep 
Score: -12690.373047 Penalty: 740.537964
	Iteration 0F: 2 clusters Score -12690.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -12280.203125 Penalty: 1481.075928
	Iteration 0F: 3 clusters Score -12280.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -12344.113281 Penalty: 1481.075928
	Iteration 1F: 3 clusters Score -12344.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -12355.529297 Penalty: 1481.075928
	Iteration 2Q: 3 clusters Score -12355.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -12358.862305 Penalty: 1481.075928
	Iteration 3Q: 3 clusters Score -12358.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -12379.557617 Penalty: 1481.075928
	Iteration 4Q: 3 clusters Score -12379.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -12379.557617 Penalty: 1481.075928
	Iteration 5F: 3 clusters Score -12379.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Entering Unmasked Estep 
Score: -38033.441406 Penalty: 892.641785
	Iteration 0F: 2 clusters Score -38033.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -37204.531250 Penalty: 1785.283569
	Iteration 0F: 3 clusters Score -37204.53 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -37372.691406 Penalty: 1785.283569
	Iteration 1F: 3 clusters Score -37372.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -37407.054688 Penalty: 1785.283569
	Iteration 2Q: 3 clusters Score -37407.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -37423.523438 Penalty: 1785.283569
	Iteration 3Q: 3 clusters Score -37423.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -37439.710938 Penalty: 1785.283569
	Iteration 4Q: 3 clusters Score -37439.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -37452.750000 Penalty: 1785.283569
	Iteration 5Q: 3 clusters Score -37452.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -37462.988281 Penalty: 1785.283569
	Iteration 6Q: 3 clusters Score -37462.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -37476.089844 Penalty: 1785.283569
	Iteration 7Q: 3 clusters Score -37476.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -37492.101562 Penalty: 1785.283569
	Iteration 8Q: 3 clusters Score -37492.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -37494.347656 Penalty: 1785.283569
	Iteration 9Q: 3 clusters Score -37494.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -37494.347656 Penalty: 1785.283569
	Iteration 10F: 3 clusters Score -37494.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (5449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Entering Unmasked Estep 
Score: -690289.937500 Penalty: 1280.154297
	Iteration 0F: 2 clusters Score -690289.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -686313.875000 Penalty: 2560.308594
	Iteration 0F: 3 clusters Score -686313.9 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -687520.750000 Penalty: 2560.308594
	Iteration 1F: 3 clusters Score -687520.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -687731.875000 Penalty: 2560.308594
	Iteration 2F: 3 clusters Score -687731.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -687850.625000 Penalty: 2560.308594
	Iteration 3Q: 3 clusters Score -687850.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -687931.000000 Penalty: 2560.308594
	Iteration 4Q: 3 clusters Score -687931 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -687990.312500 Penalty: 2560.308594
	Iteration 5Q: 3 clusters Score -687990.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -688054.937500 Penalty: 2560.308594
	Iteration 6Q: 3 clusters Score -688054.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -688102.812500 Penalty: 2560.308594
	Iteration 7Q: 3 clusters Score -688102.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -688138.562500 Penalty: 2560.308594
	Iteration 8Q: 3 clusters Score -688138.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -688173.062500 Penalty: 2560.308594
	Iteration 9Q: 3 clusters Score -688173.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -688207.812500 Penalty: 2560.308594
	Iteration 10Q: 3 clusters Score -688207.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -688234.875000 Penalty: 2560.308594
	Iteration 11Q: 3 clusters Score -688234.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -688258.250000 Penalty: 2560.308594
	Iteration 12Q: 3 clusters Score -688258.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -688282.750000 Penalty: 2560.308594
	Iteration 13Q: 3 clusters Score -688282.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -688308.562500 Penalty: 2560.308594
	Iteration 14Q: 3 clusters Score -688308.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -688331.750000 Penalty: 2560.308594
	Iteration 15Q: 3 clusters Score -688331.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -688355.187500 Penalty: 2560.308594
	Iteration 16Q: 3 clusters Score -688355.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -688385.625000 Penalty: 2560.308594
	Iteration 17Q: 3 clusters Score -688385.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -688418.250000 Penalty: 2560.308594
	Iteration 18Q: 3 clusters Score -688418.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -688446.375000 Penalty: 2560.308594
	Iteration 19Q: 3 clusters Score -688446.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -688476.312500 Penalty: 2560.308594
	Iteration 20F: 3 clusters Score -688476.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -688506.125000 Penalty: 2560.308594
	Iteration 21Q: 3 clusters Score -688506.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -688537.625000 Penalty: 2560.308594
	Iteration 22Q: 3 clusters Score -688537.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -688570.437500 Penalty: 2560.308594
	Iteration 23Q: 3 clusters Score -688570.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -688604.062500 Penalty: 2560.308594
	Iteration 24Q: 3 clusters Score -688604.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -688649.375000 Penalty: 2560.308594
	Iteration 25Q: 3 clusters Score -688649.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -688689.562500 Penalty: 2560.308594
	Iteration 26Q: 3 clusters Score -688689.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -688731.750000 Penalty: 2560.308594
	Iteration 27Q: 3 clusters Score -688731.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -688791.312500 Penalty: 2560.308594
	Iteration 28Q: 3 clusters Score -688791.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -688844.875000 Penalty: 2560.308594
	Iteration 29Q: 3 clusters Score -688844.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -688887.187500 Penalty: 2560.308594
	Iteration 30Q: 3 clusters Score -688887.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -688931.000000 Penalty: 2560.308594
	Iteration 31Q: 3 clusters Score -688931 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -688976.750000 Penalty: 2560.308594
	Iteration 32Q: 3 clusters Score -688976.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -689010.187500 Penalty: 2560.308594
	Iteration 33Q: 3 clusters Score -689010.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -689042.562500 Penalty: 2560.308594
	Iteration 34Q: 3 clusters Score -689042.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -689077.062500 Penalty: 2560.308594
	Iteration 35Q: 3 clusters Score -689077.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -689103.812500 Penalty: 2560.308594
	Iteration 36Q: 3 clusters Score -689103.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -689125.187500 Penalty: 2560.308594
	Iteration 37Q: 3 clusters Score -689125.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -689137.250000 Penalty: 2560.308594
	Iteration 38Q: 3 clusters Score -689137.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -689142.625000 Penalty: 2560.308594
	Iteration 39Q: 3 clusters Score -689142.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -689147.875000 Penalty: 2560.308594
	Iteration 40F: 3 clusters Score -689147.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -689150.312500 Penalty: 2560.308594
	Iteration 41Q: 3 clusters Score -689150.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -689154.000000 Penalty: 2560.308594
	Iteration 42Q: 3 clusters Score -689154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -689158.375000 Penalty: 2560.308594
	Iteration 43Q: 3 clusters Score -689158.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -689167.937500 Penalty: 2560.308594
	Iteration 44Q: 3 clusters Score -689167.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -689172.562500 Penalty: 2560.308594
	Iteration 45Q: 3 clusters Score -689172.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -689178.437500 Penalty: 2560.308594
	Iteration 46Q: 3 clusters Score -689178.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -689182.000000 Penalty: 2560.308594
	Iteration 47Q: 3 clusters Score -689182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -689184.687500 Penalty: 2560.308594
	Iteration 48Q: 3 clusters Score -689184.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -689186.125000 Penalty: 2560.308594
	Iteration 49Q: 3 clusters Score -689186.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -689187.937500 Penalty: 2560.308594
	Iteration 50Q: 3 clusters Score -689187.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -689188.312500 Penalty: 2560.308594
	Iteration 51Q: 3 clusters Score -689188.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -689187.437500 Penalty: 2560.308594
	Iteration 52Q: 3 clusters Score -689187.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -689189.062500 Penalty: 2560.308594
	Iteration 53Q: 3 clusters Score -689189.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -689191.187500 Penalty: 2560.308594
	Iteration 54Q: 3 clusters Score -689191.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -689194.687500 Penalty: 2560.308594
	Iteration 55Q: 3 clusters Score -689194.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -689198.312500 Penalty: 2560.308594
	Iteration 56Q: 3 clusters Score -689198.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -689208.000000 Penalty: 2560.308594
	Iteration 57Q: 3 clusters Score -689208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -689213.750000 Penalty: 2560.308594
	Iteration 58Q: 3 clusters Score -689213.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -689217.750000 Penalty: 2560.308594
	Iteration 59Q: 3 clusters Score -689217.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -689219.562500 Penalty: 2560.308594
	Iteration 60F: 3 clusters Score -689219.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -689221.312500 Penalty: 2560.308594
	Iteration 61Q: 3 clusters Score -689221.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -689224.812500 Penalty: 2560.308594
	Iteration 62Q: 3 clusters Score -689224.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -689225.562500 Penalty: 2560.308594
	Iteration 63Q: 3 clusters Score -689225.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -689227.937500 Penalty: 2560.308594
	Iteration 64Q: 3 clusters Score -689227.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -689227.937500 Penalty: 2560.308594
	Iteration 65F: 3 clusters Score -689227.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (34348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34348 members 
Entering Unmasked Estep 
Score: -4347954.000000 Penalty: 1554.111694
	Iteration 0F: 2 clusters Score -4347954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -4325549.500000 Penalty: 3108.223389
	Iteration 0F: 3 clusters Score -4325550 nChanged 15698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -4334291.000000 Penalty: 3108.223389
	Iteration 1F: 3 clusters Score -4334291 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -4334821.000000 Penalty: 3108.223389
	Iteration 2Q: 3 clusters Score -4334821 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -4335414.500000 Penalty: 3108.223389
	Iteration 3Q: 3 clusters Score -4335414 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 21324 members 
Entering Unmasked Estep 
Score: -4336203.500000 Penalty: 3108.223389
	Iteration 4F: 3 clusters Score -4336204 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -4337288.500000 Penalty: 3108.223389
	Iteration 5F: 3 clusters Score -4337288 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 25165 members 
Entering Unmasked Estep 
Score: -4338800.500000 Penalty: 3108.223389
	Iteration 6F: 3 clusters Score -4338800 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 27413 members 
Entering Unmasked Estep 
Score: -4340545.500000 Penalty: 3108.223389
	Iteration 7F: 3 clusters Score -4340546 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 29633 members 
Entering Unmasked Estep 
Score: -4342437.500000 Penalty: 3108.223389
	Iteration 8F: 3 clusters Score -4342438 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 31487 members 
Entering Unmasked Estep 
Score: -4344141.500000 Penalty: 3108.223389
	Iteration 9F: 3 clusters Score -4344142 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 32758 members 
Entering Unmasked Estep 
Score: -4345336.500000 Penalty: 3108.223389
	Iteration 10Q: 3 clusters Score -4345336 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 33461 members 
Entering Unmasked Estep 
Score: -4345995.000000 Penalty: 3108.223389
	Iteration 11Q: 3 clusters Score -4345995 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 33794 members 
Entering Unmasked Estep 
Score: -4346277.500000 Penalty: 3108.223389
	Iteration 12Q: 3 clusters Score -4346278 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 33931 members 
Entering Unmasked Estep 
Score: -4346435.000000 Penalty: 3108.223389
	Iteration 13Q: 3 clusters Score -4346435 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 34002 members 
Entering Unmasked Estep 
Score: -4346547.000000 Penalty: 3108.223389
	Iteration 14Q: 3 clusters Score -4346547 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 34042 members 
Entering Unmasked Estep 
Score: -4346624.500000 Penalty: 3108.223389
	Iteration 15Q: 3 clusters Score -4346624 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 34054 members 
Entering Unmasked Estep 
Score: -4346647.500000 Penalty: 3108.223389
	Iteration 16Q: 3 clusters Score -4346648 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 34063 members 
Entering Unmasked Estep 
Score: -4346660.500000 Penalty: 3108.223389
	Iteration 17Q: 3 clusters Score -4346660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 34072 members 
Entering Unmasked Estep 
Score: -4346676.500000 Penalty: 3108.223389
	Iteration 18Q: 3 clusters Score -4346676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 34084 members 
Entering Unmasked Estep 
Score: -4346700.500000 Penalty: 3108.223389
	Iteration 19Q: 3 clusters Score -4346700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 34093 members 
Entering Unmasked Estep 
Score: -4346712.000000 Penalty: 3108.223389
	Iteration 20F: 3 clusters Score -4346712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 34101 members 
Entering Unmasked Estep 
Score: -4346723.500000 Penalty: 3108.223389
	Iteration 21Q: 3 clusters Score -4346724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 34105 members 
Entering Unmasked Estep 
Score: -4346728.500000 Penalty: 3108.223389
	Iteration 22Q: 3 clusters Score -4346728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 34106 members 
Entering Unmasked Estep 
Score: -4346728.500000 Penalty: 3108.223389
	Iteration 23Q: 3 clusters Score -4346728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 34107 members 
Entering Unmasked Estep 
Score: -4346731.500000 Penalty: 3108.223389
	Iteration 24Q: 3 clusters Score -4346732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 34107 members 
Entering Unmasked Estep 
Score: -4346731.500000 Penalty: 3108.223389
	Iteration 25F: 3 clusters Score -4346732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Entering Unmasked Estep 
Score: -7322.621582 Penalty: 718.453125
	Iteration 0F: 2 clusters Score -7322.622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -6865.788574 Penalty: 1436.906250
	Iteration 0F: 3 clusters Score -6865.789 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -6948.154785 Penalty: 1436.906250
	Iteration 1F: 3 clusters Score -6948.155 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Entering Unmasked Estep 
Score: -10011.059570 Penalty: 711.133545
	Iteration 0F: 2 clusters Score -10011.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -9676.709961 Penalty: 1422.267090
	Iteration 0F: 3 clusters Score -9676.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -9732.660156 Penalty: 1422.267090
	Iteration 1F: 3 clusters Score -9732.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -9735.382812 Penalty: 1422.267090
	Iteration 2Q: 3 clusters Score -9735.383 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -9735.382812 Penalty: 1422.267090
	Iteration 3F: 3 clusters Score -9735.383 nChanged 0
--- Evaluating fit on full set of 1333823 points ---
Entering Unmasked Estep 
Score: -162180400.000000 Penalty: 81845.781250
20->40 Clusters: Score -162180400.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 666911 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33320 members 
Mstep: Class 2 contains 33299 members 
Mstep: Class 3 contains 33341 members 
Mstep: Class 4 contains 33303 members 
Mstep: Class 5 contains 33435 members 
Mstep: Class 6 contains 33070 members 
Mstep: Class 7 contains 33274 members 
Mstep: Class 8 contains 33493 members 
Mstep: Class 9 contains 33254 members 
Mstep: Class 10 contains 33499 members 
Mstep: Class 11 contains 33790 members 
Mstep: Class 12 contains 33315 members 
Mstep: Class 13 contains 33328 members 
Mstep: Class 14 contains 33396 members 
Mstep: Class 15 contains 33229 members 
Mstep: Class 16 contains 33294 members 
Mstep: Class 17 contains 33211 members 
Mstep: Class 18 contains 33242 members 
Mstep: Class 19 contains 33690 members 
Mstep: Class 20 contains 33128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 155.491333 but Gain 1995.468750
Score: -72913992.000000 Penalty: 37913.917969
Iteration 0F: 20 clusters Score -7.291399e+07 nChanged 631320
Entering Unmasked Mstep 
Mstep: Class 0 contains 2605 members 
Mstep: Class 1 contains 127209 members 
Mstep: Class 2 contains 40260 members 
Mstep: Class 3 contains 2865 members 
Mstep: Class 4 contains 4725 members 
Mstep: Class 5 contains 8156 members 
Mstep: Class 6 contains 43390 members 
Mstep: Class 7 contains 52753 members 
Mstep: Class 9 contains 11563 members 
Mstep: Class 10 contains 8081 members 
Mstep: Class 11 contains 73947 members 
Mstep: Class 12 contains 1599 members 
Mstep: Class 13 contains 34426 members 
Mstep: Class 14 contains 34768 members 
Mstep: Class 15 contains 786 members 
Mstep: Class 16 contains 761 members 
Mstep: Class 17 contains 6515 members 
Mstep: Class 18 contains 20263 members 
Mstep: Class 19 contains 137014 members 
Mstep: Class 20 contains 55225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 1823.133423 but Gain 1995.468750
Score: -79325200.000000 Penalty: 35918.449219
Iteration 1F: 19 clusters Score -7.93252e+07 nChanged 264474
Entering Unmasked Mstep 
Mstep: Class 0 contains 2518 members 
Mstep: Class 1 contains 146267 members 
Mstep: Class 2 contains 38548 members 
Mstep: Class 4 contains 6040 members 
Mstep: Class 5 contains 9409 members 
Mstep: Class 6 contains 46213 members 
Mstep: Class 7 contains 40186 members 
Mstep: Class 9 contains 7394 members 
Mstep: Class 10 contains 9772 members 
Mstep: Class 11 contains 101877 members 
Mstep: Class 12 contains 1207 members 
Mstep: Class 13 contains 14528 members 
Mstep: Class 14 contains 10491 members 
Mstep: Class 15 contains 157 members 
Mstep: Class 16 contains 717 members 
Mstep: Class 17 contains 8529 members 
Mstep: Class 18 contains 17591 members 
Mstep: Class 19 contains 135034 members 
Mstep: Class 20 contains 70433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 1714.899414 but Gain 1995.468750
Score: -79817296.000000 Penalty: 33922.980469
Iteration 2F: 18 clusters Score -7.98173e+07 nChanged 185838
Entering Unmasked Mstep 
Mstep: Class 0 contains 2273 members 
Mstep: Class 1 contains 153493 members 
Mstep: Class 2 contains 38993 members 
Mstep: Class 4 contains 6179 members 
Mstep: Class 5 contains 12785 members 
Mstep: Class 6 contains 51993 members 
Mstep: Class 7 contains 41869 members 
Mstep: Class 9 contains 5041 members 
Mstep: Class 10 contains 10580 members 
Mstep: Class 11 contains 98299 members 
Mstep: Class 12 contains 1553 members 
Mstep: Class 13 contains 17863 members 
Mstep: Class 14 contains 6427 members 
Mstep: Class 16 contains 878 members 
Mstep: Class 17 contains 9991 members 
Mstep: Class 18 contains 17896 members 
Mstep: Class 19 contains 105355 members 
Mstep: Class 20 contains 85443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80103240.000000 Penalty: 33922.980469
Iteration 3F: 18 clusters Score -8.010324e+07 nChanged 137768
Entering Unmasked Mstep 
Mstep: Class 0 contains 1793 members 
Mstep: Class 1 contains 163617 members 
Mstep: Class 2 contains 38513 members 
Mstep: Class 4 contains 6505 members 
Mstep: Class 5 contains 16222 members 
Mstep: Class 6 contains 56611 members 
Mstep: Class 7 contains 49187 members 
Mstep: Class 9 contains 3698 members 
Mstep: Class 10 contains 12327 members 
Mstep: Class 11 contains 79045 members 
Mstep: Class 12 contains 1809 members 
Mstep: Class 13 contains 20065 members 
Mstep: Class 14 contains 4466 members 
Mstep: Class 16 contains 1328 members 
Mstep: Class 17 contains 11580 members 
Mstep: Class 18 contains 18478 members 
Mstep: Class 19 contains 85713 members 
Mstep: Class 20 contains 95954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80270328.000000 Penalty: 33922.980469
Iteration 4F: 18 clusters Score -8.027033e+07 nChanged 108201
Entering Unmasked Mstep 
Mstep: Class 0 contains 1532 members 
Mstep: Class 1 contains 167541 members 
Mstep: Class 2 contains 37100 members 
Mstep: Class 4 contains 7272 members 
Mstep: Class 5 contains 19650 members 
Mstep: Class 6 contains 57088 members 
Mstep: Class 7 contains 59901 members 
Mstep: Class 9 contains 2739 members 
Mstep: Class 10 contains 14186 members 
Mstep: Class 11 contains 67310 members 
Mstep: Class 12 contains 2132 members 
Mstep: Class 13 contains 20480 members 
Mstep: Class 14 contains 3515 members 
Mstep: Class 16 contains 1593 members 
Mstep: Class 17 contains 13388 members 
Mstep: Class 18 contains 18362 members 
Mstep: Class 19 contains 75916 members 
Mstep: Class 20 contains 97206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80406800.000000 Penalty: 33922.980469
Iteration 5F: 18 clusters Score -8.04068e+07 nChanged 85524
Entering Unmasked Mstep 
Mstep: Class 0 contains 984 members 
Mstep: Class 1 contains 168116 members 
Mstep: Class 2 contains 35862 members 
Mstep: Class 4 contains 7988 members 
Mstep: Class 5 contains 23824 members 
Mstep: Class 6 contains 56997 members 
Mstep: Class 7 contains 71054 members 
Mstep: Class 9 contains 2118 members 
Mstep: Class 10 contains 15636 members 
Mstep: Class 11 contains 58852 members 
Mstep: Class 12 contains 2464 members 
Mstep: Class 13 contains 20490 members 
Mstep: Class 14 contains 3055 members 
Mstep: Class 16 contains 2139 members 
Mstep: Class 17 contains 15075 members 
Mstep: Class 18 contains 18338 members 
Mstep: Class 19 contains 70107 members 
Mstep: Class 20 contains 93812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 1782.123047 but Gain 1995.470703
Score: -80493352.000000 Penalty: 31927.509766
Iteration 6F: 17 clusters Score -8.049335e+07 nChanged 67607
Entering Unmasked Mstep 
Mstep: Class 0 contains 933 members 
Mstep: Class 1 contains 170406 members 
Mstep: Class 2 contains 35289 members 
Mstep: Class 4 contains 8544 members 
Mstep: Class 5 contains 28839 members 
Mstep: Class 6 contains 58403 members 
Mstep: Class 7 contains 80111 members 
Mstep: Class 10 contains 16670 members 
Mstep: Class 11 contains 50908 members 
Mstep: Class 12 contains 2816 members 
Mstep: Class 13 contains 20558 members 
Mstep: Class 14 contains 2844 members 
Mstep: Class 16 contains 2178 members 
Mstep: Class 17 contains 16805 members 
Mstep: Class 18 contains 19122 members 
Mstep: Class 19 contains 64368 members 
Mstep: Class 20 contains 88117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80538504.000000 Penalty: 31927.509766
Iteration 7F: 17 clusters Score -8.05385e+07 nChanged 53171
Entering Unmasked Mstep 
Mstep: Class 0 contains 898 members 
Mstep: Class 1 contains 172173 members 
Mstep: Class 2 contains 35409 members 
Mstep: Class 4 contains 8968 members 
Mstep: Class 5 contains 33806 members 
Mstep: Class 6 contains 61054 members 
Mstep: Class 7 contains 86045 members 
Mstep: Class 10 contains 17498 members 
Mstep: Class 11 contains 44661 members 
Mstep: Class 12 contains 3180 members 
Mstep: Class 13 contains 20630 members 
Mstep: Class 14 contains 2585 members 
Mstep: Class 16 contains 2209 members 
Mstep: Class 17 contains 18073 members 
Mstep: Class 18 contains 20389 members 
Mstep: Class 19 contains 57921 members 
Mstep: Class 20 contains 81412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80566200.000000 Penalty: 31927.509766
Iteration 8F: 17 clusters Score -8.05662e+07 nChanged 42800
Entering Unmasked Mstep 
Mstep: Class 0 contains 849 members 
Mstep: Class 1 contains 173740 members 
Mstep: Class 2 contains 36413 members 
Mstep: Class 4 contains 9331 members 
Mstep: Class 5 contains 38453 members 
Mstep: Class 6 contains 64300 members 
Mstep: Class 7 contains 88026 members 
Mstep: Class 10 contains 18087 members 
Mstep: Class 11 contains 40890 members 
Mstep: Class 12 contains 3535 members 
Mstep: Class 13 contains 20806 members 
Mstep: Class 14 contains 2398 members 
Mstep: Class 16 contains 2256 members 
Mstep: Class 17 contains 19320 members 
Mstep: Class 18 contains 21732 members 
Mstep: Class 19 contains 51702 members 
Mstep: Class 20 contains 75073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80587680.000000 Penalty: 31927.509766
Iteration 9F: 17 clusters Score -8.058768e+07 nChanged 35361
Entering Unmasked Mstep 
Mstep: Class 0 contains 789 members 
Mstep: Class 1 contains 175188 members 
Mstep: Class 2 contains 37901 members 
Mstep: Class 4 contains 9649 members 
Mstep: Class 5 contains 42833 members 
Mstep: Class 6 contains 67651 members 
Mstep: Class 7 contains 87684 members 
Mstep: Class 10 contains 18508 members 
Mstep: Class 11 contains 38758 members 
Mstep: Class 12 contains 3914 members 
Mstep: Class 13 contains 21023 members 
Mstep: Class 14 contains 2259 members 
Mstep: Class 16 contains 2313 members 
Mstep: Class 17 contains 20454 members 
Mstep: Class 18 contains 22790 members 
Mstep: Class 19 contains 46225 members 
Mstep: Class 20 contains 68972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80605760.000000 Penalty: 31927.509766
Iteration 10F: 17 clusters Score -8.060576e+07 nChanged 31147
Entering Unmasked Mstep 
Mstep: Class 0 contains 715 members 
Mstep: Class 1 contains 176123 members 
Mstep: Class 2 contains 39557 members 
Mstep: Class 4 contains 9888 members 
Mstep: Class 5 contains 47500 members 
Mstep: Class 6 contains 70960 members 
Mstep: Class 7 contains 86382 members 
Mstep: Class 10 contains 18764 members 
Mstep: Class 11 contains 37548 members 
Mstep: Class 12 contains 4289 members 
Mstep: Class 13 contains 21315 members 
Mstep: Class 14 contains 2128 members 
Mstep: Class 16 contains 2385 members 
Mstep: Class 17 contains 21408 members 
Mstep: Class 18 contains 23343 members 
Mstep: Class 19 contains 41884 members 
Mstep: Class 20 contains 62722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80623672.000000 Penalty: 31927.509766
Iteration 11Q: 17 clusters Score -8.062367e+07 nChanged 28594
Entering Unmasked Mstep 
Mstep: Class 0 contains 690 members 
Mstep: Class 1 contains 176826 members 
Mstep: Class 2 contains 41119 members 
Mstep: Class 4 contains 10105 members 
Mstep: Class 5 contains 52751 members 
Mstep: Class 6 contains 74152 members 
Mstep: Class 7 contains 84574 members 
Mstep: Class 10 contains 18990 members 
Mstep: Class 11 contains 36958 members 
Mstep: Class 12 contains 4632 members 
Mstep: Class 13 contains 21672 members 
Mstep: Class 14 contains 2041 members 
Mstep: Class 16 contains 2406 members 
Mstep: Class 17 contains 22133 members 
Mstep: Class 18 contains 23447 members 
Mstep: Class 19 contains 38449 members 
Mstep: Class 20 contains 55966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80638568.000000 Penalty: 31927.509766
Iteration 12Q: 17 clusters Score -8.063857e+07 nChanged 26817
Entering Unmasked Mstep 
Mstep: Class 0 contains 690 members 
Mstep: Class 1 contains 177034 members 
Mstep: Class 2 contains 42619 members 
Mstep: Class 4 contains 10266 members 
Mstep: Class 5 contains 58208 members 
Mstep: Class 6 contains 77195 members 
Mstep: Class 7 contains 82429 members 
Mstep: Class 10 contains 19206 members 
Mstep: Class 11 contains 36889 members 
Mstep: Class 12 contains 4920 members 
Mstep: Class 13 contains 21928 members 
Mstep: Class 14 contains 1930 members 
Mstep: Class 16 contains 2404 members 
Mstep: Class 17 contains 22623 members 
Mstep: Class 18 contains 23270 members 
Mstep: Class 19 contains 35838 members 
Mstep: Class 20 contains 49462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80650808.000000 Penalty: 31927.509766
Iteration 13Q: 17 clusters Score -8.065081e+07 nChanged 24200
Entering Unmasked Mstep 
Mstep: Class 0 contains 690 members 
Mstep: Class 1 contains 176999 members 
Mstep: Class 2 contains 43974 members 
Mstep: Class 4 contains 10436 members 
Mstep: Class 5 contains 62784 members 
Mstep: Class 6 contains 79925 members 
Mstep: Class 7 contains 79945 members 
Mstep: Class 10 contains 19399 members 
Mstep: Class 11 contains 37182 members 
Mstep: Class 12 contains 5187 members 
Mstep: Class 13 contains 22056 members 
Mstep: Class 14 contains 1852 members 
Mstep: Class 16 contains 2404 members 
Mstep: Class 17 contains 22993 members 
Mstep: Class 18 contains 23065 members 
Mstep: Class 19 contains 33961 members 
Mstep: Class 20 contains 44059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80662352.000000 Penalty: 31927.509766
Iteration 14Q: 17 clusters Score -8.066235e+07 nChanged 20864
Entering Unmasked Mstep 
Mstep: Class 0 contains 690 members 
Mstep: Class 1 contains 176893 members 
Mstep: Class 2 contains 45128 members 
Mstep: Class 4 contains 10624 members 
Mstep: Class 5 contains 65907 members 
Mstep: Class 6 contains 82264 members 
Mstep: Class 7 contains 77276 members 
Mstep: Class 10 contains 19610 members 
Mstep: Class 11 contains 37905 members 
Mstep: Class 12 contains 5414 members 
Mstep: Class 13 contains 22069 members 
Mstep: Class 14 contains 1770 members 
Mstep: Class 16 contains 2404 members 
Mstep: Class 17 contains 23200 members 
Mstep: Class 18 contains 22893 members 
Mstep: Class 19 contains 32342 members 
Mstep: Class 20 contains 40522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80671904.000000 Penalty: 31927.509766
Iteration 15Q: 17 clusters Score -8.06719e+07 nChanged 17888
Entering Unmasked Mstep 
Mstep: Class 0 contains 690 members 
Mstep: Class 1 contains 176742 members 
Mstep: Class 2 contains 46028 members 
Mstep: Class 4 contains 10803 members 
Mstep: Class 5 contains 67784 members 
Mstep: Class 6 contains 84134 members 
Mstep: Class 7 contains 74524 members 
Mstep: Class 10 contains 19853 members 
Mstep: Class 11 contains 39175 members 
Mstep: Class 12 contains 5627 members 
Mstep: Class 13 contains 21988 members 
Mstep: Class 14 contains 1707 members 
Mstep: Class 16 contains 2404 members 
Mstep: Class 17 contains 23253 members 
Mstep: Class 18 contains 22859 members 
Mstep: Class 19 contains 30912 members 
Mstep: Class 20 contains 38428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80678544.000000 Penalty: 31927.509766
Iteration 16Q: 17 clusters Score -8.067854e+07 nChanged 15076
Entering Unmasked Mstep 
Mstep: Class 0 contains 690 members 
Mstep: Class 1 contains 176791 members 
Mstep: Class 2 contains 46831 members 
Mstep: Class 4 contains 10985 members 
Mstep: Class 5 contains 68828 members 
Mstep: Class 6 contains 85363 members 
Mstep: Class 7 contains 71616 members 
Mstep: Class 10 contains 20104 members 
Mstep: Class 11 contains 41011 members 
Mstep: Class 12 contains 5819 members 
Mstep: Class 13 contains 21793 members 
Mstep: Class 14 contains 1650 members 
Mstep: Class 16 contains 2404 members 
Mstep: Class 17 contains 23256 members 
Mstep: Class 18 contains 22830 members 
Mstep: Class 19 contains 29694 members 
Mstep: Class 20 contains 37246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80682208.000000 Penalty: 31927.509766
Iteration 17Q: 17 clusters Score -8.068221e+07 nChanged 12694
Entering Unmasked Mstep 
Mstep: Class 0 contains 690 members 
Mstep: Class 1 contains 176989 members 
Mstep: Class 2 contains 47608 members 
Mstep: Class 4 contains 11143 members 
Mstep: Class 5 contains 69339 members 
Mstep: Class 6 contains 86163 members 
Mstep: Class 7 contains 68810 members 
Mstep: Class 10 contains 20358 members 
Mstep: Class 11 contains 42941 members 
Mstep: Class 12 contains 5984 members 
Mstep: Class 13 contains 21557 members 
Mstep: Class 14 contains 1613 members 
Mstep: Class 16 contains 2404 members 
Mstep: Class 17 contains 23255 members 
Mstep: Class 18 contains 22846 members 
Mstep: Class 19 contains 28633 members 
Mstep: Class 20 contains 36578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80684896.000000 Penalty: 31927.509766
Iteration 18Q: 17 clusters Score -8.06849e+07 nChanged 10618
Entering Unmasked Mstep 
Mstep: Class 0 contains 690 members 
Mstep: Class 1 contains 177255 members 
Mstep: Class 2 contains 48409 members 
Mstep: Class 4 contains 11284 members 
Mstep: Class 5 contains 69526 members 
Mstep: Class 6 contains 86644 members 
Mstep: Class 7 contains 66220 members 
Mstep: Class 10 contains 20596 members 
Mstep: Class 11 contains 44820 members 
Mstep: Class 12 contains 6130 members 
Mstep: Class 13 contains 21323 members 
Mstep: Class 14 contains 1560 members 
Mstep: Class 16 contains 2403 members 
Mstep: Class 17 contains 23341 members 
Mstep: Class 18 contains 22892 members 
Mstep: Class 19 contains 27668 members 
Mstep: Class 20 contains 36150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80686288.000000 Penalty: 31927.509766
Iteration 19Q: 17 clusters Score -8.068629e+07 nChanged 9107
Entering Unmasked Mstep 
Mstep: Class 0 contains 690 members 
Mstep: Class 1 contains 177582 members 
Mstep: Class 2 contains 49185 members 
Mstep: Class 4 contains 11406 members 
Mstep: Class 5 contains 69643 members 
Mstep: Class 6 contains 86870 members 
Mstep: Class 7 contains 63743 members 
Mstep: Class 10 contains 20809 members 
Mstep: Class 11 contains 46539 members 
Mstep: Class 12 contains 6293 members 
Mstep: Class 13 contains 21121 members 
Mstep: Class 14 contains 1525 members 
Mstep: Class 16 contains 2403 members 
Mstep: Class 17 contains 23425 members 
Mstep: Class 18 contains 22954 members 
Mstep: Class 19 contains 26837 members 
Mstep: Class 20 contains 35886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80691888.000000 Penalty: 31927.509766
Iteration 20F: 17 clusters Score -8.069189e+07 nChanged 8467
Entering Unmasked Mstep 
Mstep: Class 0 contains 512 members 
Mstep: Class 1 contains 177944 members 
Mstep: Class 2 contains 50009 members 
Mstep: Class 4 contains 11531 members 
Mstep: Class 5 contains 69699 members 
Mstep: Class 6 contains 86877 members 
Mstep: Class 7 contains 61318 members 
Mstep: Class 10 contains 21037 members 
Mstep: Class 11 contains 48265 members 
Mstep: Class 12 contains 6466 members 
Mstep: Class 13 contains 20940 members 
Mstep: Class 14 contains 1511 members 
Mstep: Class 16 contains 2577 members 
Mstep: Class 17 contains 23517 members 
Mstep: Class 18 contains 23002 members 
Mstep: Class 19 contains 26031 members 
Mstep: Class 20 contains 35675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80698568.000000 Penalty: 31927.509766
Iteration 21Q: 17 clusters Score -8.069857e+07 nChanged 7822
Entering Unmasked Mstep 
Mstep: Class 0 contains 466 members 
Mstep: Class 1 contains 178204 members 
Mstep: Class 2 contains 50809 members 
Mstep: Class 4 contains 11628 members 
Mstep: Class 5 contains 69705 members 
Mstep: Class 6 contains 86845 members 
Mstep: Class 7 contains 58860 members 
Mstep: Class 10 contains 21263 members 
Mstep: Class 11 contains 50000 members 
Mstep: Class 12 contains 6646 members 
Mstep: Class 13 contains 20756 members 
Mstep: Class 14 contains 1505 members 
Mstep: Class 16 contains 2619 members 
Mstep: Class 17 contains 23712 members 
Mstep: Class 18 contains 23084 members 
Mstep: Class 19 contains 25299 members 
Mstep: Class 20 contains 35510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80700240.000000 Penalty: 31927.509766
Iteration 22Q: 17 clusters Score -8.070024e+07 nChanged 7560
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 178438 members 
Mstep: Class 2 contains 51546 members 
Mstep: Class 4 contains 11737 members 
Mstep: Class 5 contains 69689 members 
Mstep: Class 6 contains 86628 members 
Mstep: Class 7 contains 56399 members 
Mstep: Class 10 contains 21492 members 
Mstep: Class 11 contains 51901 members 
Mstep: Class 12 contains 6824 members 
Mstep: Class 13 contains 20611 members 
Mstep: Class 14 contains 1496 members 
Mstep: Class 16 contains 2617 members 
Mstep: Class 17 contains 23896 members 
Mstep: Class 18 contains 23202 members 
Mstep: Class 19 contains 24575 members 
Mstep: Class 20 contains 35395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80701744.000000 Penalty: 31927.509766
Iteration 23Q: 17 clusters Score -8.070174e+07 nChanged 7262
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 178626 members 
Mstep: Class 2 contains 52262 members 
Mstep: Class 4 contains 11815 members 
Mstep: Class 5 contains 69665 members 
Mstep: Class 6 contains 86362 members 
Mstep: Class 7 contains 53880 members 
Mstep: Class 10 contains 21726 members 
Mstep: Class 11 contains 53927 members 
Mstep: Class 12 contains 6993 members 
Mstep: Class 13 contains 20484 members 
Mstep: Class 14 contains 1472 members 
Mstep: Class 16 contains 2613 members 
Mstep: Class 17 contains 24130 members 
Mstep: Class 18 contains 23312 members 
Mstep: Class 19 contains 23879 members 
Mstep: Class 20 contains 35300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80703192.000000 Penalty: 31927.509766
Iteration 24Q: 17 clusters Score -8.070319e+07 nChanged 7136
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 178646 members 
Mstep: Class 2 contains 52894 members 
Mstep: Class 4 contains 11877 members 
Mstep: Class 5 contains 69655 members 
Mstep: Class 6 contains 86253 members 
Mstep: Class 7 contains 51427 members 
Mstep: Class 10 contains 21914 members 
Mstep: Class 11 contains 55916 members 
Mstep: Class 12 contains 7159 members 
Mstep: Class 13 contains 20400 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 16 contains 2613 members 
Mstep: Class 17 contains 24341 members 
Mstep: Class 18 contains 23433 members 
Mstep: Class 19 contains 23238 members 
Mstep: Class 20 contains 35237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80706552.000000 Penalty: 31927.509766
Iteration 25Q: 17 clusters Score -8.070655e+07 nChanged 6976
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 178595 members 
Mstep: Class 2 contains 53432 members 
Mstep: Class 4 contains 11914 members 
Mstep: Class 5 contains 69653 members 
Mstep: Class 6 contains 86191 members 
Mstep: Class 7 contains 49565 members 
Mstep: Class 10 contains 22130 members 
Mstep: Class 11 contains 57319 members 
Mstep: Class 12 contains 7323 members 
Mstep: Class 13 contains 20374 members 
Mstep: Class 14 contains 1415 members 
Mstep: Class 16 contains 2613 members 
Mstep: Class 17 contains 24585 members 
Mstep: Class 18 contains 23557 members 
Mstep: Class 19 contains 22608 members 
Mstep: Class 20 contains 35172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80709504.000000 Penalty: 31927.509766
Iteration 26Q: 17 clusters Score -8.07095e+07 nChanged 6482
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 178539 members 
Mstep: Class 2 contains 53916 members 
Mstep: Class 4 contains 11944 members 
Mstep: Class 5 contains 69653 members 
Mstep: Class 6 contains 86118 members 
Mstep: Class 7 contains 48693 members 
Mstep: Class 10 contains 22363 members 
Mstep: Class 11 contains 57777 members 
Mstep: Class 12 contains 7498 members 
Mstep: Class 13 contains 20384 members 
Mstep: Class 14 contains 1395 members 
Mstep: Class 16 contains 2613 members 
Mstep: Class 17 contains 24826 members 
Mstep: Class 18 contains 23683 members 
Mstep: Class 19 contains 21920 members 
Mstep: Class 20 contains 35124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80711672.000000 Penalty: 31927.509766
Iteration 27Q: 17 clusters Score -8.071167e+07 nChanged 5944
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 178443 members 
Mstep: Class 2 contains 54404 members 
Mstep: Class 4 contains 11958 members 
Mstep: Class 5 contains 69607 members 
Mstep: Class 6 contains 86051 members 
Mstep: Class 7 contains 48363 members 
Mstep: Class 10 contains 22621 members 
Mstep: Class 11 contains 57619 members 
Mstep: Class 12 contains 7652 members 
Mstep: Class 13 contains 20438 members 
Mstep: Class 14 contains 1388 members 
Mstep: Class 16 contains 2613 members 
Mstep: Class 17 contains 25111 members 
Mstep: Class 18 contains 23807 members 
Mstep: Class 19 contains 21271 members 
Mstep: Class 20 contains 35100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80713024.000000 Penalty: 31927.509766
Iteration 28Q: 17 clusters Score -8.071302e+07 nChanged 5711
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 178306 members 
Mstep: Class 2 contains 54791 members 
Mstep: Class 4 contains 11952 members 
Mstep: Class 5 contains 69597 members 
Mstep: Class 6 contains 86086 members 
Mstep: Class 7 contains 48278 members 
Mstep: Class 10 contains 22824 members 
Mstep: Class 11 contains 57123 members 
Mstep: Class 12 contains 7852 members 
Mstep: Class 13 contains 20517 members 
Mstep: Class 14 contains 1384 members 
Mstep: Class 16 contains 2613 members 
Mstep: Class 17 contains 25448 members 
Mstep: Class 18 contains 23942 members 
Mstep: Class 19 contains 20625 members 
Mstep: Class 20 contains 35108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80715416.000000 Penalty: 31927.509766
Iteration 29Q: 17 clusters Score -8.071542e+07 nChanged 5933
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 178058 members 
Mstep: Class 2 contains 55195 members 
Mstep: Class 4 contains 11903 members 
Mstep: Class 5 contains 69571 members 
Mstep: Class 6 contains 86228 members 
Mstep: Class 7 contains 48215 members 
Mstep: Class 10 contains 23072 members 
Mstep: Class 11 contains 56340 members 
Mstep: Class 12 contains 8029 members 
Mstep: Class 13 contains 20680 members 
Mstep: Class 14 contains 1372 members 
Mstep: Class 16 contains 2613 members 
Mstep: Class 17 contains 25952 members 
Mstep: Class 18 contains 24070 members 
Mstep: Class 19 contains 20004 members 
Mstep: Class 20 contains 35144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80719048.000000 Penalty: 31927.509766
Iteration 30Q: 17 clusters Score -8.071905e+07 nChanged 6560
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 177732 members 
Mstep: Class 2 contains 55564 members 
Mstep: Class 4 contains 11858 members 
Mstep: Class 5 contains 69513 members 
Mstep: Class 6 contains 86376 members 
Mstep: Class 7 contains 48197 members 
Mstep: Class 10 contains 23302 members 
Mstep: Class 11 contains 55446 members 
Mstep: Class 12 contains 8216 members 
Mstep: Class 13 contains 20842 members 
Mstep: Class 14 contains 1373 members 
Mstep: Class 16 contains 2613 members 
Mstep: Class 17 contains 26571 members 
Mstep: Class 18 contains 24189 members 
Mstep: Class 19 contains 19451 members 
Mstep: Class 20 contains 35203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80723600.000000 Penalty: 31927.509766
Iteration 31Q: 17 clusters Score -8.07236e+07 nChanged 6865
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 177295 members 
Mstep: Class 2 contains 55904 members 
Mstep: Class 4 contains 11832 members 
Mstep: Class 5 contains 69429 members 
Mstep: Class 6 contains 86159 members 
Mstep: Class 7 contains 48173 members 
Mstep: Class 10 contains 23617 members 
Mstep: Class 11 contains 54684 members 
Mstep: Class 12 contains 8394 members 
Mstep: Class 13 contains 20971 members 
Mstep: Class 14 contains 1386 members 
Mstep: Class 16 contains 2613 members 
Mstep: Class 17 contains 27236 members 
Mstep: Class 18 contains 24292 members 
Mstep: Class 19 contains 19223 members 
Mstep: Class 20 contains 35238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80727784.000000 Penalty: 31927.509766
Iteration 32Q: 17 clusters Score -8.072778e+07 nChanged 6640
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 176806 members 
Mstep: Class 2 contains 56249 members 
Mstep: Class 4 contains 11812 members 
Mstep: Class 5 contains 69281 members 
Mstep: Class 6 contains 85578 members 
Mstep: Class 7 contains 48115 members 
Mstep: Class 10 contains 23947 members 
Mstep: Class 11 contains 54231 members 
Mstep: Class 12 contains 8539 members 
Mstep: Class 13 contains 21074 members 
Mstep: Class 14 contains 1402 members 
Mstep: Class 16 contains 2613 members 
Mstep: Class 17 contains 27872 members 
Mstep: Class 18 contains 24347 members 
Mstep: Class 19 contains 19345 members 
Mstep: Class 20 contains 35235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80731120.000000 Penalty: 31927.509766
Iteration 33Q: 17 clusters Score -8.073112e+07 nChanged 5757
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 176312 members 
Mstep: Class 2 contains 56570 members 
Mstep: Class 4 contains 11799 members 
Mstep: Class 5 contains 69145 members 
Mstep: Class 6 contains 84818 members 
Mstep: Class 7 contains 48023 members 
Mstep: Class 10 contains 24293 members 
Mstep: Class 11 contains 54032 members 
Mstep: Class 12 contains 8646 members 
Mstep: Class 13 contains 21187 members 
Mstep: Class 14 contains 1411 members 
Mstep: Class 16 contains 2613 members 
Mstep: Class 17 contains 28318 members 
Mstep: Class 18 contains 24392 members 
Mstep: Class 19 contains 19686 members 
Mstep: Class 20 contains 35201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80733520.000000 Penalty: 31927.509766
Iteration 34Q: 17 clusters Score -8.073352e+07 nChanged 5016
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 175798 members 
Mstep: Class 2 contains 56808 members 
Mstep: Class 4 contains 11804 members 
Mstep: Class 5 contains 68950 members 
Mstep: Class 6 contains 84120 members 
Mstep: Class 7 contains 47904 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 53933 members 
Mstep: Class 12 contains 8725 members 
Mstep: Class 13 contains 21317 members 
Mstep: Class 14 contains 1415 members 
Mstep: Class 16 contains 2613 members 
Mstep: Class 17 contains 28697 members 
Mstep: Class 18 contains 24430 members 
Mstep: Class 19 contains 20181 members 
Mstep: Class 20 contains 35128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80735800.000000 Penalty: 31927.509766
Iteration 35Q: 17 clusters Score -8.07358e+07 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 175324 members 
Mstep: Class 2 contains 57022 members 
Mstep: Class 4 contains 11795 members 
Mstep: Class 5 contains 68773 members 
Mstep: Class 6 contains 83373 members 
Mstep: Class 7 contains 47792 members 
Mstep: Class 10 contains 24960 members 
Mstep: Class 11 contains 53872 members 
Mstep: Class 12 contains 8778 members 
Mstep: Class 13 contains 21437 members 
Mstep: Class 14 contains 1420 members 
Mstep: Class 16 contains 2613 members 
Mstep: Class 17 contains 29049 members 
Mstep: Class 18 contains 24439 members 
Mstep: Class 19 contains 20750 members 
Mstep: Class 20 contains 35049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80738560.000000 Penalty: 31927.509766
Iteration 36Q: 17 clusters Score -8.073856e+07 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 174802 members 
Mstep: Class 2 contains 57195 members 
Mstep: Class 4 contains 11804 members 
Mstep: Class 5 contains 68558 members 
Mstep: Class 6 contains 82643 members 
Mstep: Class 7 contains 47682 members 
Mstep: Class 10 contains 25306 members 
Mstep: Class 11 contains 53831 members 
Mstep: Class 12 contains 8823 members 
Mstep: Class 13 contains 21557 members 
Mstep: Class 14 contains 1438 members 
Mstep: Class 16 contains 2613 members 
Mstep: Class 17 contains 29338 members 
Mstep: Class 18 contains 24453 members 
Mstep: Class 19 contains 21411 members 
Mstep: Class 20 contains 34992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80740856.000000 Penalty: 31927.509766
Iteration 37Q: 17 clusters Score -8.074086e+07 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 174192 members 
Mstep: Class 2 contains 57346 members 
Mstep: Class 4 contains 11811 members 
Mstep: Class 5 contains 68371 members 
Mstep: Class 6 contains 81931 members 
Mstep: Class 7 contains 47564 members 
Mstep: Class 10 contains 25658 members 
Mstep: Class 11 contains 53789 members 
Mstep: Class 12 contains 8867 members 
Mstep: Class 13 contains 21678 members 
Mstep: Class 14 contains 1440 members 
Mstep: Class 16 contains 2613 members 
Mstep: Class 17 contains 29600 members 
Mstep: Class 18 contains 24468 members 
Mstep: Class 19 contains 22180 members 
Mstep: Class 20 contains 34938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80743352.000000 Penalty: 31927.509766
Iteration 38Q: 17 clusters Score -8.074335e+07 nChanged 4252
Entering ConstructFrom: 
Score: -80743352.000000 Penalty: 31927.509766
Entering ConstructFrom: 
Trying to split cluster 1 (173492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173492 members 
Entering Unmasked Estep 
Score: -21930934.000000 Penalty: 1795.106323
	Iteration 0F: 2 clusters Score -2.193093e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86791 members 
Mstep: Class 2 contains 86701 members 
Entering Unmasked Estep 
Score: -21869022.000000 Penalty: 3590.212646
	Iteration 0F: 3 clusters Score -2.186902e+07 nChanged 83259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92298 members 
Mstep: Class 2 contains 81194 members 
Entering Unmasked Estep 
Score: -21917134.000000 Penalty: 3590.212646
	Iteration 1F: 3 clusters Score -2.191713e+07 nChanged 9975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93989 members 
Mstep: Class 2 contains 79503 members 
Entering Unmasked Estep 
Score: -21918182.000000 Penalty: 3590.212646
	Iteration 2F: 3 clusters Score -2.191818e+07 nChanged 8775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92686 members 
Mstep: Class 2 contains 80806 members 
Entering Unmasked Estep 
Score: -21919716.000000 Penalty: 3590.212646
	Iteration 3F: 3 clusters Score -2.191972e+07 nChanged 7408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90088 members 
Mstep: Class 2 contains 83404 members 
Entering Unmasked Estep 
Score: -21921380.000000 Penalty: 3590.212646
	Iteration 4Q: 3 clusters Score -2.192138e+07 nChanged 7162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87548 members 
Mstep: Class 2 contains 85944 members 
Entering Unmasked Estep 
Score: -21923162.000000 Penalty: 3590.212646
	Iteration 5Q: 3 clusters Score -2.192316e+07 nChanged 7693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85999 members 
Mstep: Class 2 contains 87493 members 
Entering Unmasked Estep 
Score: -21925862.000000 Penalty: 3590.212646
	Iteration 6Q: 3 clusters Score -2.192586e+07 nChanged 8397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85902 members 
Mstep: Class 2 contains 87590 members 
Entering Unmasked Estep 
Score: -21929564.000000 Penalty: 3590.212646
	Iteration 7Q: 3 clusters Score -2.192956e+07 nChanged 9338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86882 members 
Mstep: Class 2 contains 86610 members 
Entering Unmasked Estep 
Score: -21935536.000000 Penalty: 3590.212646
	Iteration 8F: 3 clusters Score -2.193554e+07 nChanged 10381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87963 members 
Mstep: Class 2 contains 85529 members 
Entering Unmasked Estep 
Score: -21942828.000000 Penalty: 3590.212646
	Iteration 9F: 3 clusters Score -2.194283e+07 nChanged 9719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88688 members 
Mstep: Class 2 contains 84804 members 
Entering Unmasked Estep 
Score: -21947828.000000 Penalty: 3590.212646
	Iteration 10F: 3 clusters Score -2.194783e+07 nChanged 7105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89071 members 
Mstep: Class 2 contains 84421 members 
Entering Unmasked Estep 
Score: -21949912.000000 Penalty: 3590.212646
	Iteration 11Q: 3 clusters Score -2.194991e+07 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89342 members 
Mstep: Class 2 contains 84150 members 
Entering Unmasked Estep 
Score: -21950590.000000 Penalty: 3590.212646
	Iteration 12Q: 3 clusters Score -2.195059e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89528 members 
Mstep: Class 2 contains 83964 members 
Entering Unmasked Estep 
Score: -21950694.000000 Penalty: 3590.212646
	Iteration 13Q: 3 clusters Score -2.195069e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89605 members 
Mstep: Class 2 contains 83887 members 
Entering Unmasked Estep 
Score: -21950732.000000 Penalty: 3590.212646
	Iteration 14Q: 3 clusters Score -2.195073e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89625 members 
Mstep: Class 2 contains 83867 members 
Entering Unmasked Estep 
Score: -21950808.000000 Penalty: 3590.212646
	Iteration 15Q: 3 clusters Score -2.195081e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89565 members 
Mstep: Class 2 contains 83927 members 
Entering Unmasked Estep 
Score: -21951022.000000 Penalty: 3590.212646
	Iteration 16Q: 3 clusters Score -2.195102e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89528 members 
Mstep: Class 2 contains 83964 members 
Entering Unmasked Estep 
Score: -21951198.000000 Penalty: 3590.212646
	Iteration 17Q: 3 clusters Score -2.19512e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89491 members 
Mstep: Class 2 contains 84001 members 
Entering Unmasked Estep 
Score: -21951278.000000 Penalty: 3590.212646
	Iteration 18Q: 3 clusters Score -2.195128e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89516 members 
Mstep: Class 2 contains 83976 members 
Entering Unmasked Estep 
Score: -21951462.000000 Penalty: 3590.212646
	Iteration 19Q: 3 clusters Score -2.195146e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89603 members 
Mstep: Class 2 contains 83889 members 
Entering Unmasked Estep 
Score: -21951584.000000 Penalty: 3590.212646
	Iteration 20F: 3 clusters Score -2.195158e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89662 members 
Mstep: Class 2 contains 83830 members 
Entering Unmasked Estep 
Score: -21951822.000000 Penalty: 3590.212646
	Iteration 21Q: 3 clusters Score -2.195182e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89706 members 
Mstep: Class 2 contains 83786 members 
Entering Unmasked Estep 
Score: -21951972.000000 Penalty: 3590.212646
	Iteration 22Q: 3 clusters Score -2.195197e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89704 members 
Mstep: Class 2 contains 83788 members 
Entering Unmasked Estep 
Score: -21952156.000000 Penalty: 3590.212646
	Iteration 23Q: 3 clusters Score -2.195216e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89695 members 
Mstep: Class 2 contains 83797 members 
Entering Unmasked Estep 
Score: -21952360.000000 Penalty: 3590.212646
	Iteration 24Q: 3 clusters Score -2.195236e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89777 members 
Mstep: Class 2 contains 83715 members 
Entering Unmasked Estep 
Score: -21952472.000000 Penalty: 3590.212646
	Iteration 25Q: 3 clusters Score -2.195247e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89909 members 
Mstep: Class 2 contains 83583 members 
Entering Unmasked Estep 
Score: -21952706.000000 Penalty: 3590.212646
	Iteration 26Q: 3 clusters Score -2.195271e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90100 members 
Mstep: Class 2 contains 83392 members 
Entering Unmasked Estep 
Score: -21952946.000000 Penalty: 3590.212646
	Iteration 27Q: 3 clusters Score -2.195295e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90345 members 
Mstep: Class 2 contains 83147 members 
Entering Unmasked Estep 
Score: -21953180.000000 Penalty: 3590.212646
	Iteration 28Q: 3 clusters Score -2.195318e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90577 members 
Mstep: Class 2 contains 82915 members 
Entering Unmasked Estep 
Score: -21953486.000000 Penalty: 3590.212646
	Iteration 29Q: 3 clusters Score -2.195349e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90902 members 
Mstep: Class 2 contains 82590 members 
Entering Unmasked Estep 
Score: -21953796.000000 Penalty: 3590.212646
	Iteration 30Q: 3 clusters Score -2.19538e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91190 members 
Mstep: Class 2 contains 82302 members 
Entering Unmasked Estep 
Score: -21954308.000000 Penalty: 3590.212646
	Iteration 31Q: 3 clusters Score -2.195431e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91524 members 
Mstep: Class 2 contains 81968 members 
Entering Unmasked Estep 
Score: -21954534.000000 Penalty: 3590.212646
	Iteration 32Q: 3 clusters Score -2.195453e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91892 members 
Mstep: Class 2 contains 81600 members 
Entering Unmasked Estep 
Score: -21954744.000000 Penalty: 3590.212646
	Iteration 33Q: 3 clusters Score -2.195474e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92239 members 
Mstep: Class 2 contains 81253 members 
Entering Unmasked Estep 
Score: -21955076.000000 Penalty: 3590.212646
	Iteration 34Q: 3 clusters Score -2.195508e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92634 members 
Mstep: Class 2 contains 80858 members 
Entering Unmasked Estep 
Score: -21955232.000000 Penalty: 3590.212646
	Iteration 35Q: 3 clusters Score -2.195523e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93012 members 
Mstep: Class 2 contains 80480 members 
Entering Unmasked Estep 
Score: -21955442.000000 Penalty: 3590.212646
	Iteration 36Q: 3 clusters Score -2.195544e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93398 members 
Mstep: Class 2 contains 80094 members 
Entering Unmasked Estep 
Score: -21955696.000000 Penalty: 3590.212646
	Iteration 37Q: 3 clusters Score -2.19557e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93754 members 
Mstep: Class 2 contains 79738 members 
Entering Unmasked Estep 
Score: -21955934.000000 Penalty: 3590.212646
	Iteration 38Q: 3 clusters Score -2.195593e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94027 members 
Mstep: Class 2 contains 79465 members 
Entering Unmasked Estep 
Score: -21956194.000000 Penalty: 3590.212646
	Iteration 39Q: 3 clusters Score -2.195619e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94260 members 
Mstep: Class 2 contains 79232 members 
Entering Unmasked Estep 
Score: -21956594.000000 Penalty: 3590.212646
	Iteration 40F: 3 clusters Score -2.195659e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94441 members 
Mstep: Class 2 contains 79051 members 
Entering Unmasked Estep 
Score: -21956724.000000 Penalty: 3590.212646
	Iteration 41Q: 3 clusters Score -2.195672e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94642 members 
Mstep: Class 2 contains 78850 members 
Entering Unmasked Estep 
Score: -21956962.000000 Penalty: 3590.212646
	Iteration 42Q: 3 clusters Score -2.195696e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94779 members 
Mstep: Class 2 contains 78713 members 
Entering Unmasked Estep 
Score: -21957284.000000 Penalty: 3590.212646
	Iteration 43Q: 3 clusters Score -2.195728e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94900 members 
Mstep: Class 2 contains 78592 members 
Entering Unmasked Estep 
Score: -21957770.000000 Penalty: 3590.212646
	Iteration 44Q: 3 clusters Score -2.195777e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94991 members 
Mstep: Class 2 contains 78501 members 
Entering Unmasked Estep 
Score: -21958242.000000 Penalty: 3590.212646
	Iteration 45Q: 3 clusters Score -2.195824e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95055 members 
Mstep: Class 2 contains 78437 members 
Entering Unmasked Estep 
Score: -21958682.000000 Penalty: 3590.212646
	Iteration 46Q: 3 clusters Score -2.195868e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95002 members 
Mstep: Class 2 contains 78490 members 
Entering Unmasked Estep 
Score: -21959108.000000 Penalty: 3590.212646
	Iteration 47Q: 3 clusters Score -2.195911e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94904 members 
Mstep: Class 2 contains 78588 members 
Entering Unmasked Estep 
Score: -21959702.000000 Penalty: 3590.212646
	Iteration 48Q: 3 clusters Score -2.19597e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94823 members 
Mstep: Class 2 contains 78669 members 
Entering Unmasked Estep 
Score: -21960206.000000 Penalty: 3590.212646
	Iteration 49Q: 3 clusters Score -2.196021e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94706 members 
Mstep: Class 2 contains 78786 members 
Entering Unmasked Estep 
Score: -21960616.000000 Penalty: 3590.212646
	Iteration 50Q: 3 clusters Score -2.196062e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94619 members 
Mstep: Class 2 contains 78873 members 
Entering Unmasked Estep 
Score: -21961180.000000 Penalty: 3590.212646
	Iteration 51Q: 3 clusters Score -2.196118e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94572 members 
Mstep: Class 2 contains 78920 members 
Entering Unmasked Estep 
Score: -21961716.000000 Penalty: 3590.212646
	Iteration 52Q: 3 clusters Score -2.196172e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94523 members 
Mstep: Class 2 contains 78969 members 
Entering Unmasked Estep 
Score: -21962186.000000 Penalty: 3590.212646
	Iteration 53Q: 3 clusters Score -2.196219e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94470 members 
Mstep: Class 2 contains 79022 members 
Entering Unmasked Estep 
Score: -21962778.000000 Penalty: 3590.212646
	Iteration 54Q: 3 clusters Score -2.196278e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94463 members 
Mstep: Class 2 contains 79029 members 
Entering Unmasked Estep 
Score: -21963302.000000 Penalty: 3590.212646
	Iteration 55Q: 3 clusters Score -2.19633e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94532 members 
Mstep: Class 2 contains 78960 members 
Entering Unmasked Estep 
Score: -21963974.000000 Penalty: 3590.212646
	Iteration 56Q: 3 clusters Score -2.196397e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94560 members 
Mstep: Class 2 contains 78932 members 
Entering Unmasked Estep 
Score: -21964712.000000 Penalty: 3590.212646
	Iteration 57Q: 3 clusters Score -2.196471e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94484 members 
Mstep: Class 2 contains 79008 members 
Entering Unmasked Estep 
Score: -21965524.000000 Penalty: 3590.212646
	Iteration 58Q: 3 clusters Score -2.196552e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94557 members 
Mstep: Class 2 contains 78935 members 
Entering Unmasked Estep 
Score: -21966206.000000 Penalty: 3590.212646
	Iteration 59Q: 3 clusters Score -2.196621e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94690 members 
Mstep: Class 2 contains 78802 members 
Entering Unmasked Estep 
Score: -21967000.000000 Penalty: 3590.212646
	Iteration 60F: 3 clusters Score -2.1967e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94809 members 
Mstep: Class 2 contains 78683 members 
Entering Unmasked Estep 
Score: -21967654.000000 Penalty: 3590.212646
	Iteration 61Q: 3 clusters Score -2.196765e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94982 members 
Mstep: Class 2 contains 78510 members 
Entering Unmasked Estep 
Score: -21968422.000000 Penalty: 3590.212646
	Iteration 62Q: 3 clusters Score -2.196842e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95225 members 
Mstep: Class 2 contains 78267 members 
Entering Unmasked Estep 
Score: -21969104.000000 Penalty: 3590.212646
	Iteration 63Q: 3 clusters Score -2.19691e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95399 members 
Mstep: Class 2 contains 78093 members 
Entering Unmasked Estep 
Score: -21969598.000000 Penalty: 3590.212646
	Iteration 64Q: 3 clusters Score -2.19696e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95646 members 
Mstep: Class 2 contains 77846 members 
Entering Unmasked Estep 
Score: -21969982.000000 Penalty: 3590.212646
	Iteration 65Q: 3 clusters Score -2.196998e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95963 members 
Mstep: Class 2 contains 77529 members 
Entering Unmasked Estep 
Score: -21970460.000000 Penalty: 3590.212646
	Iteration 66Q: 3 clusters Score -2.197046e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96266 members 
Mstep: Class 2 contains 77226 members 
Entering Unmasked Estep 
Score: -21970720.000000 Penalty: 3590.212646
	Iteration 67Q: 3 clusters Score -2.197072e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96556 members 
Mstep: Class 2 contains 76936 members 
Entering Unmasked Estep 
Score: -21970952.000000 Penalty: 3590.212646
	Iteration 68Q: 3 clusters Score -2.197095e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96796 members 
Mstep: Class 2 contains 76696 members 
Entering Unmasked Estep 
Score: -21971224.000000 Penalty: 3590.212646
	Iteration 69Q: 3 clusters Score -2.197122e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96974 members 
Mstep: Class 2 contains 76518 members 
Entering Unmasked Estep 
Score: -21971500.000000 Penalty: 3590.212646
	Iteration 70Q: 3 clusters Score -2.19715e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97130 members 
Mstep: Class 2 contains 76362 members 
Entering Unmasked Estep 
Score: -21971666.000000 Penalty: 3590.212646
	Iteration 71Q: 3 clusters Score -2.197167e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97245 members 
Mstep: Class 2 contains 76247 members 
Entering Unmasked Estep 
Score: -21971760.000000 Penalty: 3590.212646
	Iteration 72Q: 3 clusters Score -2.197176e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97360 members 
Mstep: Class 2 contains 76132 members 
Entering Unmasked Estep 
Score: -21971904.000000 Penalty: 3590.212646
	Iteration 73Q: 3 clusters Score -2.19719e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97467 members 
Mstep: Class 2 contains 76025 members 
Entering Unmasked Estep 
Score: -21971904.000000 Penalty: 3590.212646
	Iteration 74Q: 3 clusters Score -2.19719e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97531 members 
Mstep: Class 2 contains 75961 members 
Entering Unmasked Estep 
Score: -21971966.000000 Penalty: 3590.212646
	Iteration 75Q: 3 clusters Score -2.197197e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97576 members 
Mstep: Class 2 contains 75916 members 
Entering Unmasked Estep 
Score: -21972020.000000 Penalty: 3590.212646
	Iteration 76Q: 3 clusters Score -2.197202e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97619 members 
Mstep: Class 2 contains 75873 members 
Entering Unmasked Estep 
Score: -21972086.000000 Penalty: 3590.212646
	Iteration 77Q: 3 clusters Score -2.197209e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97643 members 
Mstep: Class 2 contains 75849 members 
Entering Unmasked Estep 
Score: -21972086.000000 Penalty: 3590.212646
	Iteration 78Q: 3 clusters Score -2.197209e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97677 members 
Mstep: Class 2 contains 75815 members 
Entering Unmasked Estep 
Score: -21972094.000000 Penalty: 3590.212646
	Iteration 79Q: 3 clusters Score -2.197209e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97711 members 
Mstep: Class 2 contains 75781 members 
Entering Unmasked Estep 
Score: -21972144.000000 Penalty: 3590.212646
	Iteration 80F: 3 clusters Score -2.197214e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97735 members 
Mstep: Class 2 contains 75757 members 
Entering Unmasked Estep 
Score: -21972126.000000 Penalty: 3590.212646
	Iteration 81Q: 3 clusters Score -2.197213e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97751 members 
Mstep: Class 2 contains 75741 members 
Entering Unmasked Estep 
Score: -21972124.000000 Penalty: 3590.212646
	Iteration 82Q: 3 clusters Score -2.197212e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97756 members 
Mstep: Class 2 contains 75736 members 
Entering Unmasked Estep 
Score: -21972138.000000 Penalty: 3590.212646
	Iteration 83Q: 3 clusters Score -2.197214e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97758 members 
Mstep: Class 2 contains 75734 members 
Entering Unmasked Estep 
Score: -21972126.000000 Penalty: 3590.212646
	Iteration 84Q: 3 clusters Score -2.197213e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97761 members 
Mstep: Class 2 contains 75731 members 
Entering Unmasked Estep 
Score: -21972126.000000 Penalty: 3590.212646
	Iteration 85Q: 3 clusters Score -2.197213e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97766 members 
Mstep: Class 2 contains 75726 members 
Entering Unmasked Estep 
Score: -21972162.000000 Penalty: 3590.212646
	Iteration 86Q: 3 clusters Score -2.197216e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97767 members 
Mstep: Class 2 contains 75725 members 
Entering Unmasked Estep 
Score: -21972140.000000 Penalty: 3590.212646
	Iteration 87Q: 3 clusters Score -2.197214e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97761 members 
Mstep: Class 2 contains 75731 members 
Entering Unmasked Estep 
Score: -21972142.000000 Penalty: 3590.212646
	Iteration 88Q: 3 clusters Score -2.197214e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97753 members 
Mstep: Class 2 contains 75739 members 
Entering Unmasked Estep 
Score: -21972158.000000 Penalty: 3590.212646
	Iteration 89Q: 3 clusters Score -2.197216e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97749 members 
Mstep: Class 2 contains 75743 members 
Entering Unmasked Estep 
Score: -21972154.000000 Penalty: 3590.212646
	Iteration 90Q: 3 clusters Score -2.197215e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97744 members 
Mstep: Class 2 contains 75748 members 
Entering Unmasked Estep 
Score: -21972158.000000 Penalty: 3590.212646
	Iteration 91Q: 3 clusters Score -2.197216e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97737 members 
Mstep: Class 2 contains 75755 members 
Entering Unmasked Estep 
Score: -21972154.000000 Penalty: 3590.212646
	Iteration 92Q: 3 clusters Score -2.197215e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97737 members 
Mstep: Class 2 contains 75755 members 
Entering Unmasked Estep 
Score: -21972166.000000 Penalty: 3590.212646
	Iteration 93Q: 3 clusters Score -2.197217e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97734 members 
Mstep: Class 2 contains 75758 members 
Entering Unmasked Estep 
Score: -21972174.000000 Penalty: 3590.212646
	Iteration 94Q: 3 clusters Score -2.197217e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97731 members 
Mstep: Class 2 contains 75761 members 
Entering Unmasked Estep 
Score: -21972168.000000 Penalty: 3590.212646
	Iteration 95Q: 3 clusters Score -2.197217e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97727 members 
Mstep: Class 2 contains 75765 members 
Entering Unmasked Estep 
Score: -21972174.000000 Penalty: 3590.212646
	Iteration 96Q: 3 clusters Score -2.197217e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97727 members 
Mstep: Class 2 contains 75765 members 
Entering Unmasked Estep 
Score: -21972176.000000 Penalty: 3590.212646
	Iteration 97Q: 3 clusters Score -2.197218e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97726 members 
Mstep: Class 2 contains 75766 members 
Entering Unmasked Estep 
Score: -21972174.000000 Penalty: 3590.212646
	Iteration 98Q: 3 clusters Score -2.197217e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97725 members 
Mstep: Class 2 contains 75767 members 
Entering Unmasked Estep 
Score: -21972170.000000 Penalty: 3590.212646
	Iteration 99Q: 3 clusters Score -2.197217e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97724 members 
Mstep: Class 2 contains 75768 members 
Entering Unmasked Estep 
Score: -21972172.000000 Penalty: 3590.212646
	Iteration 100F: 3 clusters Score -2.197217e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97724 members 
Mstep: Class 2 contains 75768 members 
Entering Unmasked Estep 
Score: -21972176.000000 Penalty: 3590.212646
	Iteration 101Q: 3 clusters Score -2.197218e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97720 members 
Mstep: Class 2 contains 75772 members 
Entering Unmasked Estep 
Score: -21972168.000000 Penalty: 3590.212646
	Iteration 102Q: 3 clusters Score -2.197217e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97717 members 
Mstep: Class 2 contains 75775 members 
Entering Unmasked Estep 
Score: -21972182.000000 Penalty: 3590.212646
	Iteration 103Q: 3 clusters Score -2.197218e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97711 members 
Mstep: Class 2 contains 75781 members 
Entering Unmasked Estep 
Score: -21972180.000000 Penalty: 3590.212646
	Iteration 104Q: 3 clusters Score -2.197218e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97707 members 
Mstep: Class 2 contains 75785 members 
Entering Unmasked Estep 
Score: -21972188.000000 Penalty: 3590.212646
	Iteration 105Q: 3 clusters Score -2.197219e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97706 members 
Mstep: Class 2 contains 75786 members 
Entering Unmasked Estep 
Score: -21972194.000000 Penalty: 3590.212646
	Iteration 106Q: 3 clusters Score -2.197219e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97705 members 
Mstep: Class 2 contains 75787 members 
Entering Unmasked Estep 
Score: -21972184.000000 Penalty: 3590.212646
	Iteration 107Q: 3 clusters Score -2.197218e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97705 members 
Mstep: Class 2 contains 75787 members 
Entering Unmasked Estep 
Score: -21972184.000000 Penalty: 3590.212646
	Iteration 108F: 3 clusters Score -2.197218e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 97705 members 
Mstep: Class 2 contains 57469 members 
Mstep: Class 3 contains 75787 members 
Mstep: Class 4 contains 11813 members 
Mstep: Class 5 contains 68213 members 
Mstep: Class 6 contains 81178 members 
Mstep: Class 7 contains 47448 members 
Mstep: Class 10 contains 26026 members 
Mstep: Class 11 contains 53751 members 
Mstep: Class 12 contains 8870 members 
Mstep: Class 13 contains 21838 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 16 contains 2613 members 
Mstep: Class 17 contains 29734 members 
Mstep: Class 18 contains 24482 members 
Mstep: Class 19 contains 23181 members 
Mstep: Class 20 contains 34895 members 
Entering Unmasked Estep 
Score: -80785288.000000 Penalty: 33922.980469
Splitting cluster 1 changes total score from -80743352.000000 to -80785288.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 2 (57469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57469 members 
Entering Unmasked Estep 
Score: -7038664.500000 Penalty: 1630.699341
	Iteration 0F: 2 clusters Score -7038664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28787 members 
Mstep: Class 2 contains 28682 members 
Entering Unmasked Estep 
Score: -7002007.500000 Penalty: 3261.398682
	Iteration 0F: 3 clusters Score -7002008 nChanged 26610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29105 members 
Mstep: Class 2 contains 28364 members 
Entering Unmasked Estep 
Score: -7016698.000000 Penalty: 3261.398682
	Iteration 1F: 3 clusters Score -7016698 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29388 members 
Mstep: Class 2 contains 28081 members 
Entering Unmasked Estep 
Score: -7017511.000000 Penalty: 3261.398682
	Iteration 2Q: 3 clusters Score -7017511 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29797 members 
Mstep: Class 2 contains 27672 members 
Entering Unmasked Estep 
Score: -7018359.500000 Penalty: 3261.398682
	Iteration 3Q: 3 clusters Score -7018360 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30314 members 
Mstep: Class 2 contains 27155 members 
Entering Unmasked Estep 
Score: -7019516.500000 Penalty: 3261.398682
	Iteration 4Q: 3 clusters Score -7019516 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30955 members 
Mstep: Class 2 contains 26514 members 
Entering Unmasked Estep 
Score: -7020999.500000 Penalty: 3261.398682
	Iteration 5Q: 3 clusters Score -7021000 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31699 members 
Mstep: Class 2 contains 25770 members 
Entering Unmasked Estep 
Score: -7022619.000000 Penalty: 3261.398682
	Iteration 6F: 3 clusters Score -7022619 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32626 members 
Mstep: Class 2 contains 24843 members 
Entering Unmasked Estep 
Score: -7024529.000000 Penalty: 3261.398682
	Iteration 7F: 3 clusters Score -7024529 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33686 members 
Mstep: Class 2 contains 23783 members 
Entering Unmasked Estep 
Score: -7026376.500000 Penalty: 3261.398682
	Iteration 8F: 3 clusters Score -7026376 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34826 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -7027952.000000 Penalty: 3261.398682
	Iteration 9F: 3 clusters Score -7027952 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35981 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -7029280.500000 Penalty: 3261.398682
	Iteration 10Q: 3 clusters Score -7029280 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37093 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -7030367.500000 Penalty: 3261.398682
	Iteration 11Q: 3 clusters Score -7030368 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38213 members 
Mstep: Class 2 contains 19256 members 
Entering Unmasked Estep 
Score: -7031249.000000 Penalty: 3261.398682
	Iteration 12Q: 3 clusters Score -7031249 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39316 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -7031944.000000 Penalty: 3261.398682
	Iteration 13Q: 3 clusters Score -7031944 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40357 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -7032401.500000 Penalty: 3261.398682
	Iteration 14Q: 3 clusters Score -7032402 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41337 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -7032774.500000 Penalty: 3261.398682
	Iteration 15Q: 3 clusters Score -7032774 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42292 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -7033140.000000 Penalty: 3261.398682
	Iteration 16Q: 3 clusters Score -7033140 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43319 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -7033449.000000 Penalty: 3261.398682
	Iteration 17Q: 3 clusters Score -7033449 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44351 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -7033753.500000 Penalty: 3261.398682
	Iteration 18Q: 3 clusters Score -7033754 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45404 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -7034105.000000 Penalty: 3261.398682
	Iteration 19Q: 3 clusters Score -7034105 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46379 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -7034490.500000 Penalty: 3261.398682
	Iteration 20F: 3 clusters Score -7034490 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47385 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -7034899.000000 Penalty: 3261.398682
	Iteration 21Q: 3 clusters Score -7034899 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48382 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -7035299.000000 Penalty: 3261.398682
	Iteration 22Q: 3 clusters Score -7035299 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49318 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -7035717.000000 Penalty: 3261.398682
	Iteration 23Q: 3 clusters Score -7035717 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50200 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -7036146.500000 Penalty: 3261.398682
	Iteration 24Q: 3 clusters Score -7036146 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51005 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -7036497.000000 Penalty: 3261.398682
	Iteration 25Q: 3 clusters Score -7036497 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51743 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -7036865.500000 Penalty: 3261.398682
	Iteration 26Q: 3 clusters Score -7036866 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52393 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -7037179.500000 Penalty: 3261.398682
	Iteration 27Q: 3 clusters Score -7037180 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52972 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -7037442.500000 Penalty: 3261.398682
	Iteration 28Q: 3 clusters Score -7037442 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53473 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -7037673.500000 Penalty: 3261.398682
	Iteration 29Q: 3 clusters Score -7037674 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53902 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -7037914.000000 Penalty: 3261.398682
	Iteration 30Q: 3 clusters Score -7037914 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54244 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -7038092.000000 Penalty: 3261.398682
	Iteration 31Q: 3 clusters Score -7038092 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54528 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -7038235.000000 Penalty: 3261.398682
	Iteration 32Q: 3 clusters Score -7038235 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54752 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -7038388.000000 Penalty: 3261.398682
	Iteration 33Q: 3 clusters Score -7038388 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54949 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -7038492.000000 Penalty: 3261.398682
	Iteration 34Q: 3 clusters Score -7038492 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55083 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -7038564.000000 Penalty: 3261.398682
	Iteration 35Q: 3 clusters Score -7038564 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55189 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -7038635.000000 Penalty: 3261.398682
	Iteration 36Q: 3 clusters Score -7038635 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55276 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -7038647.500000 Penalty: 3261.398682
	Iteration 37Q: 3 clusters Score -7038648 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55331 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -7038665.000000 Penalty: 3261.398682
	Iteration 38Q: 3 clusters Score -7038665 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55379 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -7038681.500000 Penalty: 3261.398682
	Iteration 39Q: 3 clusters Score -7038682 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55408 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -7038697.500000 Penalty: 3261.398682
	Iteration 40F: 3 clusters Score -7038698 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55425 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -7038696.000000 Penalty: 3261.398682
	Iteration 41Q: 3 clusters Score -7038696 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55440 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -7038692.000000 Penalty: 3261.398682
	Iteration 42Q: 3 clusters Score -7038692 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55454 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -7038690.500000 Penalty: 3261.398682
	Iteration 43Q: 3 clusters Score -7038690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55463 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -7038701.500000 Penalty: 3261.398682
	Iteration 44Q: 3 clusters Score -7038702 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55476 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -7038697.000000 Penalty: 3261.398682
	Iteration 45Q: 3 clusters Score -7038697 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55485 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -7038702.500000 Penalty: 3261.398682
	Iteration 46Q: 3 clusters Score -7038702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55491 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -7038706.500000 Penalty: 3261.398682
	Iteration 47Q: 3 clusters Score -7038706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55494 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -7038713.000000 Penalty: 3261.398682
	Iteration 48Q: 3 clusters Score -7038713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55496 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -7038709.000000 Penalty: 3261.398682
	Iteration 49Q: 3 clusters Score -7038709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55499 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -7038710.000000 Penalty: 3261.398682
	Iteration 50Q: 3 clusters Score -7038710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55501 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -7038715.500000 Penalty: 3261.398682
	Iteration 51Q: 3 clusters Score -7038716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55502 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -7038715.500000 Penalty: 3261.398682
	Iteration 52Q: 3 clusters Score -7038716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55502 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -7038715.500000 Penalty: 3261.398682
	Iteration 53F: 3 clusters Score -7038716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 97705 members 
Mstep: Class 2 contains 55502 members 
Mstep: Class 3 contains 75787 members 
Mstep: Class 4 contains 11813 members 
Mstep: Class 5 contains 68213 members 
Mstep: Class 6 contains 81178 members 
Mstep: Class 7 contains 47448 members 
Mstep: Class 8 contains 1967 members 
Mstep: Class 10 contains 26026 members 
Mstep: Class 11 contains 53751 members 
Mstep: Class 12 contains 8870 members 
Mstep: Class 13 contains 21838 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 16 contains 2613 members 
Mstep: Class 17 contains 29734 members 
Mstep: Class 18 contains 24482 members 
Mstep: Class 19 contains 23181 members 
Mstep: Class 20 contains 34895 members 
Entering Unmasked Estep 
Score: -80784936.000000 Penalty: 35918.449219
Splitting cluster 2 changes total score from -80743352.000000 to -80784936.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 4 (11813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Entering Unmasked Estep 
Score: -1348901.625000 Penalty: 1395.291138
	Iteration 0F: 2 clusters Score -1348902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1341102.250000 Penalty: 2790.582275
	Iteration 0F: 3 clusters Score -1341102 nChanged 4984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1344366.625000 Penalty: 2790.582275
	Iteration 1F: 3 clusters Score -1344367 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1345679.625000 Penalty: 2790.582275
	Iteration 2F: 3 clusters Score -1345680 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1347715.500000 Penalty: 2790.582275
	Iteration 3F: 3 clusters Score -1347716 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1349638.375000 Penalty: 2790.582275
	Iteration 4F: 3 clusters Score -1349638 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1350680.375000 Penalty: 2790.582275
	Iteration 5F: 3 clusters Score -1350680 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1351149.500000 Penalty: 2790.582275
	Iteration 6F: 3 clusters Score -1351150 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1351390.875000 Penalty: 2790.582275
	Iteration 7Q: 3 clusters Score -1351391 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1351529.875000 Penalty: 2790.582275
	Iteration 8Q: 3 clusters Score -1351530 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1351644.500000 Penalty: 2790.582275
	Iteration 9Q: 3 clusters Score -1351644 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1351755.500000 Penalty: 2790.582275
	Iteration 10Q: 3 clusters Score -1351756 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1351885.250000 Penalty: 2790.582275
	Iteration 11Q: 3 clusters Score -1351885 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1351993.000000 Penalty: 2790.582275
	Iteration 12Q: 3 clusters Score -1351993 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1352086.375000 Penalty: 2790.582275
	Iteration 13Q: 3 clusters Score -1352086 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1352165.500000 Penalty: 2790.582275
	Iteration 14Q: 3 clusters Score -1352166 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1352242.750000 Penalty: 2790.582275
	Iteration 15Q: 3 clusters Score -1352243 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1352292.125000 Penalty: 2790.582275
	Iteration 16Q: 3 clusters Score -1352292 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -1352312.625000 Penalty: 2790.582275
	Iteration 17Q: 3 clusters Score -1352313 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1352323.250000 Penalty: 2790.582275
	Iteration 18Q: 3 clusters Score -1352323 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1352326.875000 Penalty: 2790.582275
	Iteration 19Q: 3 clusters Score -1352327 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -1352338.500000 Penalty: 2790.582275
	Iteration 20F: 3 clusters Score -1352338 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1352353.250000 Penalty: 2790.582275
	Iteration 21Q: 3 clusters Score -1352353 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1352361.125000 Penalty: 2790.582275
	Iteration 22Q: 3 clusters Score -1352361 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1352366.375000 Penalty: 2790.582275
	Iteration 23Q: 3 clusters Score -1352366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1352368.750000 Penalty: 2790.582275
	Iteration 24Q: 3 clusters Score -1352369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1352370.250000 Penalty: 2790.582275
	Iteration 25Q: 3 clusters Score -1352370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -1352372.000000 Penalty: 2790.582275
	Iteration 26Q: 3 clusters Score -1352372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -1352373.000000 Penalty: 2790.582275
	Iteration 27Q: 3 clusters Score -1352373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1352372.750000 Penalty: 2790.582275
	Iteration 28Q: 3 clusters Score -1352373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1352373.250000 Penalty: 2790.582275
	Iteration 29Q: 3 clusters Score -1352373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1352373.250000 Penalty: 2790.582275
	Iteration 30F: 3 clusters Score -1352373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 97705 members 
Mstep: Class 2 contains 55502 members 
Mstep: Class 3 contains 75787 members 
Mstep: Class 4 contains 1750 members 
Mstep: Class 5 contains 68213 members 
Mstep: Class 6 contains 81178 members 
Mstep: Class 7 contains 47448 members 
Mstep: Class 8 contains 1967 members 
Mstep: Class 9 contains 10063 members 
Mstep: Class 10 contains 26026 members 
Mstep: Class 11 contains 53751 members 
Mstep: Class 12 contains 8870 members 
Mstep: Class 13 contains 21838 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 16 contains 2613 members 
Mstep: Class 17 contains 29734 members 
Mstep: Class 18 contains 24482 members 
Mstep: Class 19 contains 23181 members 
Mstep: Class 20 contains 34895 members 
Entering Unmasked Estep 
Score: -80787800.000000 Penalty: 37913.917969
Splitting cluster 4 changes total score from -80743352.000000 to -80787800.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 5 (68213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68213 members 
Entering Unmasked Estep 
Score: -8485915.000000 Penalty: 1656.202148
	Iteration 0F: 2 clusters Score -8485915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33960 members 
Mstep: Class 2 contains 34253 members 
Entering Unmasked Estep 
Score: -8443709.000000 Penalty: 3312.404297
	Iteration 0F: 3 clusters Score -8443709 nChanged 32016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32474 members 
Mstep: Class 2 contains 35739 members 
Entering Unmasked Estep 
Score: -8461720.000000 Penalty: 3312.404297
	Iteration 1F: 3 clusters Score -8461720 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31534 members 
Mstep: Class 2 contains 36679 members 
Entering Unmasked Estep 
Score: -8462376.000000 Penalty: 3312.404297
	Iteration 2Q: 3 clusters Score -8462376 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30178 members 
Mstep: Class 2 contains 38035 members 
Entering Unmasked Estep 
Score: -8463056.000000 Penalty: 3312.404297
	Iteration 3Q: 3 clusters Score -8463056 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28234 members 
Mstep: Class 2 contains 39979 members 
Entering Unmasked Estep 
Score: -8463986.000000 Penalty: 3312.404297
	Iteration 4Q: 3 clusters Score -8463986 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25496 members 
Mstep: Class 2 contains 42717 members 
Entering Unmasked Estep 
Score: -8465239.000000 Penalty: 3312.404297
	Iteration 5Q: 3 clusters Score -8465239 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 46316 members 
Entering Unmasked Estep 
Score: -8467136.000000 Penalty: 3312.404297
	Iteration 6F: 3 clusters Score -8467136 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 50636 members 
Entering Unmasked Estep 
Score: -8469738.000000 Penalty: 3312.404297
	Iteration 7F: 3 clusters Score -8469738 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 55356 members 
Entering Unmasked Estep 
Score: -8473093.000000 Penalty: 3312.404297
	Iteration 8F: 3 clusters Score -8473093 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 59913 members 
Entering Unmasked Estep 
Score: -8476910.000000 Penalty: 3312.404297
	Iteration 9F: 3 clusters Score -8476910 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 63457 members 
Entering Unmasked Estep 
Score: -8480125.000000 Penalty: 3312.404297
	Iteration 10F: 3 clusters Score -8480125 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 65710 members 
Entering Unmasked Estep 
Score: -8482303.000000 Penalty: 3312.404297
	Iteration 11Q: 3 clusters Score -8482303 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 66879 members 
Entering Unmasked Estep 
Score: -8483490.000000 Penalty: 3312.404297
	Iteration 12Q: 3 clusters Score -8483490 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 67359 members 
Entering Unmasked Estep 
Score: -8483988.000000 Penalty: 3312.404297
	Iteration 13Q: 3 clusters Score -8483988 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 67564 members 
Entering Unmasked Estep 
Score: -8484205.000000 Penalty: 3312.404297
	Iteration 14Q: 3 clusters Score -8484205 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 67673 members 
Entering Unmasked Estep 
Score: -8484325.000000 Penalty: 3312.404297
	Iteration 15Q: 3 clusters Score -8484325 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 67731 members 
Entering Unmasked Estep 
Score: -8484409.000000 Penalty: 3312.404297
	Iteration 16Q: 3 clusters Score -8484409 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 67761 members 
Entering Unmasked Estep 
Score: -8484452.000000 Penalty: 3312.404297
	Iteration 17Q: 3 clusters Score -8484452 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 67773 members 
Entering Unmasked Estep 
Score: -8484498.000000 Penalty: 3312.404297
	Iteration 18Q: 3 clusters Score -8484498 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 67784 members 
Entering Unmasked Estep 
Score: -8484515.000000 Penalty: 3312.404297
	Iteration 19Q: 3 clusters Score -8484515 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 67792 members 
Entering Unmasked Estep 
Score: -8484540.000000 Penalty: 3312.404297
	Iteration 20F: 3 clusters Score -8484540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 67800 members 
Entering Unmasked Estep 
Score: -8484556.000000 Penalty: 3312.404297
	Iteration 21Q: 3 clusters Score -8484556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 67804 members 
Entering Unmasked Estep 
Score: -8484569.000000 Penalty: 3312.404297
	Iteration 22Q: 3 clusters Score -8484569 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 67808 members 
Entering Unmasked Estep 
Score: -8484558.000000 Penalty: 3312.404297
	Iteration 23Q: 3 clusters Score -8484558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 67812 members 
Entering Unmasked Estep 
Score: -8484562.000000 Penalty: 3312.404297
	Iteration 24Q: 3 clusters Score -8484562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 67813 members 
Entering Unmasked Estep 
Score: -8484573.000000 Penalty: 3312.404297
	Iteration 25Q: 3 clusters Score -8484573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 67815 members 
Entering Unmasked Estep 
Score: -8484570.000000 Penalty: 3312.404297
	Iteration 26Q: 3 clusters Score -8484570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 67818 members 
Entering Unmasked Estep 
Score: -8484585.000000 Penalty: 3312.404297
	Iteration 27Q: 3 clusters Score -8484585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 67820 members 
Entering Unmasked Estep 
Score: -8484589.000000 Penalty: 3312.404297
	Iteration 28Q: 3 clusters Score -8484589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 67823 members 
Entering Unmasked Estep 
Score: -8484591.000000 Penalty: 3312.404297
	Iteration 29Q: 3 clusters Score -8484591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 67825 members 
Entering Unmasked Estep 
Score: -8484589.000000 Penalty: 3312.404297
	Iteration 30Q: 3 clusters Score -8484589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 67825 members 
Entering Unmasked Estep 
Score: -8484585.000000 Penalty: 3312.404297
	Iteration 31Q: 3 clusters Score -8484585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 67826 members 
Entering Unmasked Estep 
Score: -8484585.000000 Penalty: 3312.404297
	Iteration 32Q: 3 clusters Score -8484585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 67827 members 
Entering Unmasked Estep 
Score: -8484592.000000 Penalty: 3312.404297
	Iteration 33Q: 3 clusters Score -8484592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 67828 members 
Entering Unmasked Estep 
Score: -8484587.000000 Penalty: 3312.404297
	Iteration 34Q: 3 clusters Score -8484587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 67829 members 
Entering Unmasked Estep 
Score: -8484594.000000 Penalty: 3312.404297
	Iteration 35Q: 3 clusters Score -8484594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 67828 members 
Entering Unmasked Estep 
Score: -8484598.000000 Penalty: 3312.404297
	Iteration 36Q: 3 clusters Score -8484598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 67830 members 
Entering Unmasked Estep 
Score: -8484597.000000 Penalty: 3312.404297
	Iteration 37Q: 3 clusters Score -8484597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 67831 members 
Entering Unmasked Estep 
Score: -8484606.000000 Penalty: 3312.404297
	Iteration 38Q: 3 clusters Score -8484606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 67831 members 
Entering Unmasked Estep 
Score: -8484607.000000 Penalty: 3312.404297
	Iteration 39Q: 3 clusters Score -8484607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 67833 members 
Entering Unmasked Estep 
Score: -8484608.000000 Penalty: 3312.404297
	Iteration 40F: 3 clusters Score -8484608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 67834 members 
Entering Unmasked Estep 
Score: -8484608.000000 Penalty: 3312.404297
	Iteration 41Q: 3 clusters Score -8484608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 67835 members 
Entering Unmasked Estep 
Score: -8484612.000000 Penalty: 3312.404297
	Iteration 42Q: 3 clusters Score -8484612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 67836 members 
Entering Unmasked Estep 
Score: -8484618.000000 Penalty: 3312.404297
	Iteration 43Q: 3 clusters Score -8484618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 67839 members 
Entering Unmasked Estep 
Score: -8484624.000000 Penalty: 3312.404297
	Iteration 44Q: 3 clusters Score -8484624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 67838 members 
Entering Unmasked Estep 
Score: -8484624.000000 Penalty: 3312.404297
	Iteration 45Q: 3 clusters Score -8484624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 67839 members 
Entering Unmasked Estep 
Score: -8484626.000000 Penalty: 3312.404297
	Iteration 46Q: 3 clusters Score -8484626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 67840 members 
Entering Unmasked Estep 
Score: -8484631.000000 Penalty: 3312.404297
	Iteration 47Q: 3 clusters Score -8484631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 67842 members 
Entering Unmasked Estep 
Score: -8484627.000000 Penalty: 3312.404297
	Iteration 48Q: 3 clusters Score -8484627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 67841 members 
Entering Unmasked Estep 
Score: -8484626.000000 Penalty: 3312.404297
	Iteration 49Q: 3 clusters Score -8484626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 67841 members 
Entering Unmasked Estep 
Score: -8484626.000000 Penalty: 3312.404297
	Iteration 50F: 3 clusters Score -8484626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (81178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81178 members 
Entering Unmasked Estep 
Score: -10030090.000000 Penalty: 1682.094727
	Iteration 0F: 2 clusters Score -1.003009e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40872 members 
Mstep: Class 2 contains 40306 members 
Entering Unmasked Estep 
Score: -9984366.000000 Penalty: 3364.189453
	Iteration 0F: 3 clusters Score -9984366 nChanged 38159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44547 members 
Mstep: Class 2 contains 36631 members 
Entering Unmasked Estep 
Score: -10006398.000000 Penalty: 3364.189453
	Iteration 1F: 3 clusters Score -1.00064e+07 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46612 members 
Mstep: Class 2 contains 34566 members 
Entering Unmasked Estep 
Score: -10007861.000000 Penalty: 3364.189453
	Iteration 2Q: 3 clusters Score -1.000786e+07 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49305 members 
Mstep: Class 2 contains 31873 members 
Entering Unmasked Estep 
Score: -10009734.000000 Penalty: 3364.189453
	Iteration 3F: 3 clusters Score -1.000973e+07 nChanged 5163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52378 members 
Mstep: Class 2 contains 28800 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -1.001203e+07 nChanged 5131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55493 members 
Mstep: Class 2 contains 25685 members 
Entering Unmasked Estep 
Score: -10014565.000000 Penalty: 3364.189453
	Iteration 5F: 3 clusters Score -1.001456e+07 nChanged 4705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58254 members 
Mstep: Class 2 contains 22924 members 
Entering Unmasked Estep 
Score: -10017027.000000 Penalty: 3364.189453
	Iteration 6F: 3 clusters Score -1.001703e+07 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60431 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -10019659.000000 Penalty: 3364.189453
	Iteration 7F: 3 clusters Score -1.001966e+07 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61768 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -10022094.000000 Penalty: 3364.189453
	Iteration 8Q: 3 clusters Score -1.002209e+07 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62286 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -10024470.000000 Penalty: 3364.189453
	Iteration 9Q: 3 clusters Score -1.002447e+07 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62115 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -10026157.000000 Penalty: 3364.189453
	Iteration 10Q: 3 clusters Score -1.002616e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61759 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -10027135.000000 Penalty: 3364.189453
	Iteration 11Q: 3 clusters Score -1.002714e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61444 members 
Mstep: Class 2 contains 19734 members 
Entering Unmasked Estep 
Score: -10027756.000000 Penalty: 3364.189453
	Iteration 12Q: 3 clusters Score -1.002776e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61119 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -10028225.000000 Penalty: 3364.189453
	Iteration 13Q: 3 clusters Score -1.002822e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60699 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -10028651.000000 Penalty: 3364.189453
	Iteration 14Q: 3 clusters Score -1.002865e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60261 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -10029103.000000 Penalty: 3364.189453
	Iteration 15Q: 3 clusters Score -1.00291e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59879 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -10029409.000000 Penalty: 3364.189453
	Iteration 16Q: 3 clusters Score -1.002941e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59549 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -10029743.000000 Penalty: 3364.189453
	Iteration 17Q: 3 clusters Score -1.002974e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59234 members 
Mstep: Class 2 contains 21944 members 
Entering Unmasked Estep 
Score: -10029949.000000 Penalty: 3364.189453
	Iteration 18Q: 3 clusters Score -1.002995e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58957 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -10030131.000000 Penalty: 3364.189453
	Iteration 19Q: 3 clusters Score -1.003013e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58725 members 
Mstep: Class 2 contains 22453 members 
Entering Unmasked Estep 
Score: -10030288.000000 Penalty: 3364.189453
	Iteration 20F: 3 clusters Score -1.003029e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58532 members 
Mstep: Class 2 contains 22646 members 
Entering Unmasked Estep 
Score: -10030469.000000 Penalty: 3364.189453
	Iteration 21Q: 3 clusters Score -1.003047e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58358 members 
Mstep: Class 2 contains 22820 members 
Entering Unmasked Estep 
Score: -10030615.000000 Penalty: 3364.189453
	Iteration 22Q: 3 clusters Score -1.003062e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58219 members 
Mstep: Class 2 contains 22959 members 
Entering Unmasked Estep 
Score: -10030691.000000 Penalty: 3364.189453
	Iteration 23Q: 3 clusters Score -1.003069e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58129 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -10030803.000000 Penalty: 3364.189453
	Iteration 24Q: 3 clusters Score -1.00308e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58051 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1.003087e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57998 members 
Mstep: Class 2 contains 23180 members 
Entering Unmasked Estep 
Score: -10030968.000000 Penalty: 3364.189453
	Iteration 26Q: 3 clusters Score -1.003097e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57994 members 
Mstep: Class 2 contains 23184 members 
Entering Unmasked Estep 
Score: -10031000.000000 Penalty: 3364.189453
	Iteration 27Q: 3 clusters Score -1.0031e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57988 members 
Mstep: Class 2 contains 23190 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1.003105e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58003 members 
Mstep: Class 2 contains 23175 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1.003112e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58042 members 
Mstep: Class 2 contains 23136 members 
Entering Unmasked Estep 
Score: -10031175.000000 Penalty: 3364.189453
	Iteration 30Q: 3 clusters Score -1.003118e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58059 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1.003119e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58100 members 
Mstep: Class 2 contains 23078 members 
Entering Unmasked Estep 
Score: -10031200.000000 Penalty: 3364.189453
	Iteration 32Q: 3 clusters Score -1.00312e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58133 members 
Mstep: Class 2 contains 23045 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1.003123e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58154 members 
Mstep: Class 2 contains 23024 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1.003126e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58177 members 
Mstep: Class 2 contains 23001 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1.00313e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58200 members 
Mstep: Class 2 contains 22978 members 
Entering Unmasked Estep 
Score: -10031315.000000 Penalty: 3364.189453
	Iteration 36Q: 3 clusters Score -1.003132e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58228 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1.003133e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58268 members 
Mstep: Class 2 contains 22910 members 
Entering Unmasked Estep 
Score: -10031357.000000 Penalty: 3364.189453
	Iteration 38Q: 3 clusters Score -1.003136e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58305 members 
Mstep: Class 2 contains 22873 members 
Entering Unmasked Estep 
Score: -10031376.000000 Penalty: 3364.189453
	Iteration 39Q: 3 clusters Score -1.003138e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58352 members 
Mstep: Class 2 contains 22826 members 
Entering Unmasked Estep 
Score: -10031412.000000 Penalty: 3364.189453
	Iteration 40F: 3 clusters Score -1.003141e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58420 members 
Mstep: Class 2 contains 22758 members 
Entering Unmasked Estep 
Score: -10031435.000000 Penalty: 3364.189453
	Iteration 41Q: 3 clusters Score -1.003144e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58477 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -10031471.000000 Penalty: 3364.189453
	Iteration 42Q: 3 clusters Score -1.003147e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58540 members 
Mstep: Class 2 contains 22638 members 
Entering Unmasked Estep 
Score: -10031511.000000 Penalty: 3364.189453
	Iteration 43Q: 3 clusters Score -1.003151e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58611 members 
Mstep: Class 2 contains 22567 members 
Entering Unmasked Estep 
Score: -10031528.000000 Penalty: 3364.189453
	Iteration 44Q: 3 clusters Score -1.003153e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58684 members 
Mstep: Class 2 contains 22494 members 
Entering Unmasked Estep 
Score: -10031551.000000 Penalty: 3364.189453
	Iteration 45Q: 3 clusters Score -1.003155e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58767 members 
Mstep: Class 2 contains 22411 members 
Entering Unmasked Estep 
Score: -10031568.000000 Penalty: 3364.189453
	Iteration 46Q: 3 clusters Score -1.003157e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58851 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1.003157e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58952 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -10031603.000000 Penalty: 3364.189453
	Iteration 48Q: 3 clusters Score -1.00316e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59053 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1.003161e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59157 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -10031645.000000 Penalty: 3364.189453
	Iteration 50Q: 3 clusters Score -1.003164e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59273 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1.003166e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59397 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -10031646.000000 Penalty: 3364.189453
	Iteration 52Q: 3 clusters Score -1.003165e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59516 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -10031698.000000 Penalty: 3364.189453
	Iteration 53Q: 3 clusters Score -1.00317e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59631 members 
Mstep: Class 2 contains 21547 members 
Entering Unmasked Estep 
Score: -10031738.000000 Penalty: 3364.189453
	Iteration 54Q: 3 clusters Score -1.003174e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59754 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -10031772.000000 Penalty: 3364.189453
	Iteration 55Q: 3 clusters Score -1.003177e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59863 members 
Mstep: Class 2 contains 21315 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1.003177e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59970 members 
Mstep: Class 2 contains 21208 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1.003177e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60083 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
Score: -10031793.000000 Penalty: 3364.189453
	Iteration 58Q: 3 clusters Score -1.003179e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60180 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1.00318e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60280 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -10031795.000000 Penalty: 3364.189453
	Iteration 60F: 3 clusters Score -1.00318e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60371 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1.00318e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60473 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1.00318e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60596 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1.003183e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60719 members 
Mstep: Class 2 contains 20459 members 
Entering Unmasked Estep 
Score: -10031831.000000 Penalty: 3364.189453
	Iteration 64Q: 3 clusters Score -1.003183e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60848 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1.003186e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61001 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1.003191e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61175 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1.003192e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61365 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1.003193e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61540 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1.003195e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61737 members 
Mstep: Class 2 contains 19441 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1.003196e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61946 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1.003202e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62194 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1.003207e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62489 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -10032131.000000 Penalty: 3364.189453
	Iteration 73Q: 3 clusters Score -1.003213e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62801 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -10032197.000000 Penalty: 3364.189453
	Iteration 74Q: 3 clusters Score -1.00322e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63138 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -10032260.000000 Penalty: 3364.189453
	Iteration 75Q: 3 clusters Score -1.003226e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63464 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1.003234e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63817 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1.003246e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64170 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -10032565.000000 Penalty: 3364.189453
	Iteration 78Q: 3 clusters Score -1.003256e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64563 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1.003269e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64986 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -10032807.000000 Penalty: 3364.189453
	Iteration 80F: 3 clusters Score -1.003281e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65461 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1.003306e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65993 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -10033274.000000 Penalty: 3364.189453
	Iteration 82Q: 3 clusters Score -1.003327e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66529 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -10033503.000000 Penalty: 3364.189453
	Iteration 83Q: 3 clusters Score -1.00335e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67153 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -10033849.000000 Penalty: 3364.189453
	Iteration 84Q: 3 clusters Score -1.003385e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67823 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -10034314.000000 Penalty: 3364.189453
	Iteration 85Q: 3 clusters Score -1.003431e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68599 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -10035139.000000 Penalty: 3364.189453
	Iteration 86Q: 3 clusters Score -1.003514e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69427 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -10036372.000000 Penalty: 3364.189453
	Iteration 87Q: 3 clusters Score -1.003637e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70244 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -10038048.000000 Penalty: 3364.189453
	Iteration 88Q: 3 clusters Score -1.003805e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70888 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -10039463.000000 Penalty: 3364.189453
	Iteration 89Q: 3 clusters Score -1.003946e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71286 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -10040218.000000 Penalty: 3364.189453
	Iteration 90Q: 3 clusters Score -1.004022e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71585 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -10040554.000000 Penalty: 3364.189453
	Iteration 91Q: 3 clusters Score -1.004055e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71813 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -10040725.000000 Penalty: 3364.189453
	Iteration 92Q: 3 clusters Score -1.004072e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71933 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -10040740.000000 Penalty: 3364.189453
	Iteration 93Q: 3 clusters Score -1.004074e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72008 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -10040786.000000 Penalty: 3364.189453
	Iteration 94Q: 3 clusters Score -1.004079e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72050 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -10040789.000000 Penalty: 3364.189453
	Iteration 95Q: 3 clusters Score -1.004079e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72081 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -10040780.000000 Penalty: 3364.189453
	Iteration 96Q: 3 clusters Score -1.004078e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72103 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -10040785.000000 Penalty: 3364.189453
	Iteration 97Q: 3 clusters Score -1.004078e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72126 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -10040801.000000 Penalty: 3364.189453
	Iteration 98Q: 3 clusters Score -1.00408e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72144 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -10040804.000000 Penalty: 3364.189453
	Iteration 99Q: 3 clusters Score -1.00408e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72156 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -10040805.000000 Penalty: 3364.189453
	Iteration 100F: 3 clusters Score -1.00408e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72173 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -10040808.000000 Penalty: 3364.189453
	Iteration 101Q: 3 clusters Score -1.004081e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72187 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -10040802.000000 Penalty: 3364.189453
	Iteration 102Q: 3 clusters Score -1.00408e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72196 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -10040812.000000 Penalty: 3364.189453
	Iteration 103Q: 3 clusters Score -1.004081e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72207 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -10040810.000000 Penalty: 3364.189453
	Iteration 104Q: 3 clusters Score -1.004081e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72212 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -10040806.000000 Penalty: 3364.189453
	Iteration 105Q: 3 clusters Score -1.004081e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72217 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -10040802.000000 Penalty: 3364.189453
	Iteration 106Q: 3 clusters Score -1.00408e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72220 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -10040800.000000 Penalty: 3364.189453
	Iteration 107Q: 3 clusters Score -1.00408e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72221 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -10040804.000000 Penalty: 3364.189453
	Iteration 108Q: 3 clusters Score -1.00408e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72222 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -10040801.000000 Penalty: 3364.189453
	Iteration 109Q: 3 clusters Score -1.00408e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72223 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -10040807.000000 Penalty: 3364.189453
	Iteration 110Q: 3 clusters Score -1.004081e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72224 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -10040803.000000 Penalty: 3364.189453
	Iteration 111Q: 3 clusters Score -1.00408e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72225 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -10040806.000000 Penalty: 3364.189453
	Iteration 112Q: 3 clusters Score -1.004081e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72226 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -10040800.000000 Penalty: 3364.189453
	Iteration 113Q: 3 clusters Score -1.00408e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72226 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -10040800.000000 Penalty: 3364.189453
	Iteration 114F: 3 clusters Score -1.00408e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 97705 members 
Mstep: Class 2 contains 55502 members 
Mstep: Class 3 contains 75787 members 
Mstep: Class 4 contains 1750 members 
Mstep: Class 5 contains 68213 members 
Mstep: Class 6 contains 72226 members 
Mstep: Class 7 contains 47448 members 
Mstep: Class 8 contains 1967 members 
Mstep: Class 9 contains 10063 members 
Mstep: Class 10 contains 26026 members 
Mstep: Class 11 contains 53751 members 
Mstep: Class 12 contains 8870 members 
Mstep: Class 13 contains 21838 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 8952 members 
Mstep: Class 16 contains 2613 members 
Mstep: Class 17 contains 29734 members 
Mstep: Class 18 contains 24482 members 
Mstep: Class 19 contains 23181 members 
Mstep: Class 20 contains 34895 members 
Entering Unmasked Estep 
Score: -80798000.000000 Penalty: 39909.386719
Splitting cluster 6 changes total score from -80743352.000000 to -80798000.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 7 (47448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47448 members 
Entering Unmasked Estep 
Score: -5941136.500000 Penalty: 1602.187500
	Iteration 0F: 2 clusters Score -5941136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23755 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -5910597.500000 Penalty: 3204.375000
	Iteration 0F: 3 clusters Score -5910598 nChanged 21916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 23883 members 
Entering Unmasked Estep 
Score: -5922885.000000 Penalty: 3204.375000
	Iteration 1F: 3 clusters Score -5922885 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23469 members 
Mstep: Class 2 contains 23979 members 
Entering Unmasked Estep 
Score: -5923571.500000 Penalty: 3204.375000
	Iteration 2Q: 3 clusters Score -5923572 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23337 members 
Mstep: Class 2 contains 24111 members 
Entering Unmasked Estep 
Score: -5924594.500000 Penalty: 3204.375000
	Iteration 3Q: 3 clusters Score -5924594 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 24189 members 
Entering Unmasked Estep 
Score: -5926594.500000 Penalty: 3204.375000
	Iteration 4F: 3 clusters Score -5926594 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23532 members 
Mstep: Class 2 contains 23916 members 
Entering Unmasked Estep 
Score: -5931954.500000 Penalty: 3204.375000
	Iteration 5F: 3 clusters Score -5931954 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24173 members 
Mstep: Class 2 contains 23275 members 
Entering Unmasked Estep 
Score: -5941966.000000 Penalty: 3204.375000
	Iteration 6F: 3 clusters Score -5941966 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23800 members 
Mstep: Class 2 contains 23648 members 
Entering Unmasked Estep 
Score: -5946450.000000 Penalty: 3204.375000
	Iteration 7F: 3 clusters Score -5946450 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23339 members 
Mstep: Class 2 contains 24109 members 
Entering Unmasked Estep 
Score: -5948005.000000 Penalty: 3204.375000
	Iteration 8F: 3 clusters Score -5948005 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 24455 members 
Entering Unmasked Estep 
Score: -5949020.000000 Penalty: 3204.375000
	Iteration 9Q: 3 clusters Score -5949020 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22732 members 
Mstep: Class 2 contains 24716 members 
Entering Unmasked Estep 
Score: -5949729.000000 Penalty: 3204.375000
	Iteration 10Q: 3 clusters Score -5949729 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 24969 members 
Entering Unmasked Estep 
Score: -5950095.500000 Penalty: 3204.375000
	Iteration 11Q: 3 clusters Score -5950096 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 25205 members 
Entering Unmasked Estep 
Score: -5950324.000000 Penalty: 3204.375000
	Iteration 12Q: 3 clusters Score -5950324 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 25420 members 
Entering Unmasked Estep 
Score: -5950453.500000 Penalty: 3204.375000
	Iteration 13Q: 3 clusters Score -5950454 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21793 members 
Mstep: Class 2 contains 25655 members 
Entering Unmasked Estep 
Score: -5950519.500000 Penalty: 3204.375000
	Iteration 14Q: 3 clusters Score -5950520 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 25881 members 
Entering Unmasked Estep 
Score: -5950631.500000 Penalty: 3204.375000
	Iteration 15Q: 3 clusters Score -5950632 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 26108 members 
Entering Unmasked Estep 
Score: -5950731.000000 Penalty: 3204.375000
	Iteration 16Q: 3 clusters Score -5950731 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 26311 members 
Entering Unmasked Estep 
Score: -5950760.000000 Penalty: 3204.375000
	Iteration 17Q: 3 clusters Score -5950760 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 26526 members 
Entering Unmasked Estep 
Score: -5950806.000000 Penalty: 3204.375000
	Iteration 18Q: 3 clusters Score -5950806 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20722 members 
Mstep: Class 2 contains 26726 members 
Entering Unmasked Estep 
Score: -5950857.000000 Penalty: 3204.375000
	Iteration 19Q: 3 clusters Score -5950857 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 26929 members 
Entering Unmasked Estep 
Score: -5950867.000000 Penalty: 3204.375000
	Iteration 20F: 3 clusters Score -5950867 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 27129 members 
Entering Unmasked Estep 
Score: -5950904.000000 Penalty: 3204.375000
	Iteration 21Q: 3 clusters Score -5950904 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20109 members 
Mstep: Class 2 contains 27339 members 
Entering Unmasked Estep 
Score: -5950955.000000 Penalty: 3204.375000
	Iteration 22Q: 3 clusters Score -5950955 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 27581 members 
Entering Unmasked Estep 
Score: -5950975.500000 Penalty: 3204.375000
	Iteration 23Q: 3 clusters Score -5950976 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 27826 members 
Entering Unmasked Estep 
Score: -5950996.500000 Penalty: 3204.375000
	Iteration 24Q: 3 clusters Score -5950996 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 28068 members 
Entering Unmasked Estep 
Score: -5951041.500000 Penalty: 3204.375000
	Iteration 25Q: 3 clusters Score -5951042 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 28346 members 
Entering Unmasked Estep 
Score: -5951092.000000 Penalty: 3204.375000
	Iteration 26Q: 3 clusters Score -5951092 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 28618 members 
Entering Unmasked Estep 
Score: -5951131.500000 Penalty: 3204.375000
	Iteration 27Q: 3 clusters Score -5951132 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 28894 members 
Entering Unmasked Estep 
Score: -5951145.000000 Penalty: 3204.375000
	Iteration 28Q: 3 clusters Score -5951145 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 29207 members 
Entering Unmasked Estep 
Score: -5951208.500000 Penalty: 3204.375000
	Iteration 29Q: 3 clusters Score -5951208 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 29548 members 
Entering Unmasked Estep 
Score: -5951242.500000 Penalty: 3204.375000
	Iteration 30Q: 3 clusters Score -5951242 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 29939 members 
Entering Unmasked Estep 
Score: -5951322.000000 Penalty: 3204.375000
	Iteration 31Q: 3 clusters Score -5951322 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 30374 members 
Entering Unmasked Estep 
Score: -5951388.000000 Penalty: 3204.375000
	Iteration 32Q: 3 clusters Score -5951388 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 30830 members 
Entering Unmasked Estep 
Score: -5951496.000000 Penalty: 3204.375000
	Iteration 33Q: 3 clusters Score -5951496 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 31324 members 
Entering Unmasked Estep 
Score: -5951593.000000 Penalty: 3204.375000
	Iteration 34Q: 3 clusters Score -5951593 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 31859 members 
Entering Unmasked Estep 
Score: -5951723.000000 Penalty: 3204.375000
	Iteration 35Q: 3 clusters Score -5951723 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 32483 members 
Entering Unmasked Estep 
Score: -5951850.500000 Penalty: 3204.375000
	Iteration 36Q: 3 clusters Score -5951850 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 33137 members 
Entering Unmasked Estep 
Score: -5952033.500000 Penalty: 3204.375000
	Iteration 37Q: 3 clusters Score -5952034 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 33829 members 
Entering Unmasked Estep 
Score: -5952231.000000 Penalty: 3204.375000
	Iteration 38Q: 3 clusters Score -5952231 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 34576 members 
Entering Unmasked Estep 
Score: -5952503.500000 Penalty: 3204.375000
	Iteration 39Q: 3 clusters Score -5952504 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 35368 members 
Entering Unmasked Estep 
Score: -5952757.500000 Penalty: 3204.375000
	Iteration 40F: 3 clusters Score -5952758 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 36192 members 
Entering Unmasked Estep 
Score: -5953104.500000 Penalty: 3204.375000
	Iteration 41Q: 3 clusters Score -5953104 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 36985 members 
Entering Unmasked Estep 
Score: -5953460.500000 Penalty: 3204.375000
	Iteration 42Q: 3 clusters Score -5953460 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 37765 members 
Entering Unmasked Estep 
Score: -5953935.000000 Penalty: 3204.375000
	Iteration 43Q: 3 clusters Score -5953935 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 38471 members 
Entering Unmasked Estep 
Score: -5954489.500000 Penalty: 3204.375000
	Iteration 44Q: 3 clusters Score -5954490 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 39175 members 
Entering Unmasked Estep 
Score: -5955603.000000 Penalty: 3204.375000
	Iteration 45Q: 3 clusters Score -5955603 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 39909 members 
Entering Unmasked Estep 
Score: -5957387.500000 Penalty: 3204.375000
	Iteration 46Q: 3 clusters Score -5957388 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 40412 members 
Entering Unmasked Estep 
Score: -5958370.000000 Penalty: 3204.375000
	Iteration 47Q: 3 clusters Score -5958370 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 40575 members 
Entering Unmasked Estep 
Score: -5958490.000000 Penalty: 3204.375000
	Iteration 48Q: 3 clusters Score -5958490 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 40615 members 
Entering Unmasked Estep 
Score: -5958485.500000 Penalty: 3204.375000
	Iteration 49Q: 3 clusters Score -5958486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 40625 members 
Entering Unmasked Estep 
Score: -5958490.000000 Penalty: 3204.375000
	Iteration 50Q: 3 clusters Score -5958490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 40627 members 
Entering Unmasked Estep 
Score: -5958495.500000 Penalty: 3204.375000
	Iteration 51Q: 3 clusters Score -5958496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 40627 members 
Entering Unmasked Estep 
Score: -5958495.500000 Penalty: 3204.375000
	Iteration 52F: 3 clusters Score -5958496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 97705 members 
Mstep: Class 2 contains 55502 members 
Mstep: Class 3 contains 75787 members 
Mstep: Class 4 contains 1750 members 
Mstep: Class 5 contains 68213 members 
Mstep: Class 6 contains 72226 members 
Mstep: Class 7 contains 6821 members 
Mstep: Class 8 contains 1967 members 
Mstep: Class 9 contains 10063 members 
Mstep: Class 10 contains 26026 members 
Mstep: Class 11 contains 53751 members 
Mstep: Class 12 contains 8870 members 
Mstep: Class 13 contains 21838 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 8952 members 
Mstep: Class 16 contains 2613 members 
Mstep: Class 17 contains 29734 members 
Mstep: Class 18 contains 24482 members 
Mstep: Class 19 contains 23181 members 
Mstep: Class 20 contains 34895 members 
Mstep: Class 21 contains 40627 members 
Entering Unmasked Estep 
Score: -80815032.000000 Penalty: 41904.855469
Splitting cluster 7 changes total score from -80743352.000000 to -80815032.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 10 (26026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26026 members 
Entering Unmasked Estep 
Score: -3074732.250000 Penalty: 1512.827515
	Iteration 0F: 2 clusters Score -3074732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -3057819.000000 Penalty: 3025.655029
	Iteration 0F: 3 clusters Score -3057819 nChanged 11674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -3064464.000000 Penalty: 3025.655029
	Iteration 1F: 3 clusters Score -3064464 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -3065562.000000 Penalty: 3025.655029
	Iteration 2F: 3 clusters Score -3065562 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -3066988.750000 Penalty: 3025.655029
	Iteration 3F: 3 clusters Score -3066989 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -3068734.250000 Penalty: 3025.655029
	Iteration 4F: 3 clusters Score -3068734 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -3070451.750000 Penalty: 3025.655029
	Iteration 5F: 3 clusters Score -3070452 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -3071865.250000 Penalty: 3025.655029
	Iteration 6F: 3 clusters Score -3071865 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -3073003.250000 Penalty: 3025.655029
	Iteration 7F: 3 clusters Score -3073003 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -3073844.250000 Penalty: 3025.655029
	Iteration 8Q: 3 clusters Score -3073844 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -3074488.000000 Penalty: 3025.655029
	Iteration 9Q: 3 clusters Score -3074488 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -3075053.500000 Penalty: 3025.655029
	Iteration 10Q: 3 clusters Score -3075054 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -3075495.500000 Penalty: 3025.655029
	Iteration 11Q: 3 clusters Score -3075496 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -3075808.000000 Penalty: 3025.655029
	Iteration 12Q: 3 clusters Score -3075808 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -3076042.500000 Penalty: 3025.655029
	Iteration 13Q: 3 clusters Score -3076042 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -3076268.500000 Penalty: 3025.655029
	Iteration 14Q: 3 clusters Score -3076268 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -3076472.500000 Penalty: 3025.655029
	Iteration 15Q: 3 clusters Score -3076472 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -3076690.750000 Penalty: 3025.655029
	Iteration 16Q: 3 clusters Score -3076691 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -3076876.250000 Penalty: 3025.655029
	Iteration 17Q: 3 clusters Score -3076876 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -3076990.500000 Penalty: 3025.655029
	Iteration 18Q: 3 clusters Score -3076990 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -3077090.250000 Penalty: 3025.655029
	Iteration 19Q: 3 clusters Score -3077090 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -3077170.000000 Penalty: 3025.655029
	Iteration 20F: 3 clusters Score -3077170 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -3077190.250000 Penalty: 3025.655029
	Iteration 21Q: 3 clusters Score -3077190 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -3077210.250000 Penalty: 3025.655029
	Iteration 22Q: 3 clusters Score -3077210 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -3077232.750000 Penalty: 3025.655029
	Iteration 23Q: 3 clusters Score -3077233 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -3077249.750000 Penalty: 3025.655029
	Iteration 24Q: 3 clusters Score -3077250 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -3077253.500000 Penalty: 3025.655029
	Iteration 25Q: 3 clusters Score -3077254 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -3077276.000000 Penalty: 3025.655029
	Iteration 26Q: 3 clusters Score -3077276 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -3077273.750000 Penalty: 3025.655029
	Iteration 27Q: 3 clusters Score -3077274 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -3077284.750000 Penalty: 3025.655029
	Iteration 28Q: 3 clusters Score -3077285 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -3077280.000000 Penalty: 3025.655029
	Iteration 29Q: 3 clusters Score -3077280 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -3077293.500000 Penalty: 3025.655029
	Iteration 30Q: 3 clusters Score -3077294 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -3077292.000000 Penalty: 3025.655029
	Iteration 31Q: 3 clusters Score -3077292 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -3077293.000000 Penalty: 3025.655029
	Iteration 32Q: 3 clusters Score -3077293 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -3077303.750000 Penalty: 3025.655029
	Iteration 33Q: 3 clusters Score -3077304 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -3077308.750000 Penalty: 3025.655029
	Iteration 34Q: 3 clusters Score -3077309 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -3077314.000000 Penalty: 3025.655029
	Iteration 35Q: 3 clusters Score -3077314 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -3077321.000000 Penalty: 3025.655029
	Iteration 36Q: 3 clusters Score -3077321 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -3077321.750000 Penalty: 3025.655029
	Iteration 37Q: 3 clusters Score -3077322 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -3077320.250000 Penalty: 3025.655029
	Iteration 38Q: 3 clusters Score -3077320 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -3077313.000000 Penalty: 3025.655029
	Iteration 39Q: 3 clusters Score -3077313 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -3077310.500000 Penalty: 3025.655029
	Iteration 40F: 3 clusters Score -3077310 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -3077316.250000 Penalty: 3025.655029
	Iteration 41Q: 3 clusters Score -3077316 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -3077319.500000 Penalty: 3025.655029
	Iteration 42Q: 3 clusters Score -3077320 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -3077321.000000 Penalty: 3025.655029
	Iteration 43Q: 3 clusters Score -3077321 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -3077322.750000 Penalty: 3025.655029
	Iteration 44Q: 3 clusters Score -3077323 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -3077323.250000 Penalty: 3025.655029
	Iteration 45Q: 3 clusters Score -3077323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -3077327.000000 Penalty: 3025.655029
	Iteration 46Q: 3 clusters Score -3077327 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -3077328.000000 Penalty: 3025.655029
	Iteration 47Q: 3 clusters Score -3077328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -3077335.500000 Penalty: 3025.655029
	Iteration 48Q: 3 clusters Score -3077336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -3077335.750000 Penalty: 3025.655029
	Iteration 49Q: 3 clusters Score -3077336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -3077334.500000 Penalty: 3025.655029
	Iteration 50Q: 3 clusters Score -3077334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -3077333.000000 Penalty: 3025.655029
	Iteration 51Q: 3 clusters Score -3077333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -3077332.750000 Penalty: 3025.655029
	Iteration 52Q: 3 clusters Score -3077333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -3077332.750000 Penalty: 3025.655029
	Iteration 53Q: 3 clusters Score -3077333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -3077333.500000 Penalty: 3025.655029
	Iteration 54Q: 3 clusters Score -3077334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -3077334.250000 Penalty: 3025.655029
	Iteration 55Q: 3 clusters Score -3077334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -3077339.000000 Penalty: 3025.655029
	Iteration 56Q: 3 clusters Score -3077339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -3077340.750000 Penalty: 3025.655029
	Iteration 57Q: 3 clusters Score -3077341 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -3077338.750000 Penalty: 3025.655029
	Iteration 58Q: 3 clusters Score -3077339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -3077339.750000 Penalty: 3025.655029
	Iteration 59Q: 3 clusters Score -3077340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -3077341.500000 Penalty: 3025.655029
	Iteration 60F: 3 clusters Score -3077342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 97705 members 
Mstep: Class 2 contains 55502 members 
Mstep: Class 3 contains 75787 members 
Mstep: Class 4 contains 1750 members 
Mstep: Class 5 contains 68213 members 
Mstep: Class 6 contains 72226 members 
Mstep: Class 7 contains 6821 members 
Mstep: Class 8 contains 1967 members 
Mstep: Class 9 contains 10063 members 
Mstep: Class 10 contains 15557 members 
Mstep: Class 11 contains 53751 members 
Mstep: Class 12 contains 8870 members 
Mstep: Class 13 contains 21838 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 8952 members 
Mstep: Class 16 contains 2613 members 
Mstep: Class 17 contains 29734 members 
Mstep: Class 18 contains 24482 members 
Mstep: Class 19 contains 23181 members 
Mstep: Class 20 contains 34895 members 
Mstep: Class 21 contains 40627 members 
Mstep: Class 22 contains 10469 members 
Entering Unmasked Estep 
Score: -80817280.000000 Penalty: 43900.324219
Splitting cluster 10 changes total score from -80743352.000000 to -80817280.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 11 (53751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53751 members 
Entering Unmasked Estep 
Score: -6734915.500000 Penalty: 1620.747070
	Iteration 0F: 2 clusters Score -6734916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26754 members 
Mstep: Class 2 contains 26997 members 
Entering Unmasked Estep 
Score: -6701365.000000 Penalty: 3241.494141
	Iteration 0F: 3 clusters Score -6701365 nChanged 24711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25239 members 
Mstep: Class 2 contains 28512 members 
Entering Unmasked Estep 
Score: -6715979.000000 Penalty: 3241.494141
	Iteration 1F: 3 clusters Score -6715979 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24324 members 
Mstep: Class 2 contains 29427 members 
Entering Unmasked Estep 
Score: -6718112.500000 Penalty: 3241.494141
	Iteration 2F: 3 clusters Score -6718112 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 30679 members 
Entering Unmasked Estep 
Score: -6722513.000000 Penalty: 3241.494141
	Iteration 3F: 3 clusters Score -6722513 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21429 members 
Mstep: Class 2 contains 32322 members 
Entering Unmasked Estep 
Score: -6730171.000000 Penalty: 3241.494141
	Iteration 4F: 3 clusters Score -6730171 nChanged 5334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 34722 members 
Entering Unmasked Estep 
Score: -6736480.000000 Penalty: 3241.494141
	Iteration 5F: 3 clusters Score -6736480 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 37061 members 
Entering Unmasked Estep 
Score: -6740351.500000 Penalty: 3241.494141
	Iteration 6F: 3 clusters Score -6740352 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 39066 members 
Entering Unmasked Estep 
Score: -6743561.500000 Penalty: 3241.494141
	Iteration 7F: 3 clusters Score -6743562 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 40476 members 
Entering Unmasked Estep 
Score: -6745558.000000 Penalty: 3241.494141
	Iteration 8Q: 3 clusters Score -6745558 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 41520 members 
Entering Unmasked Estep 
Score: -6746652.000000 Penalty: 3241.494141
	Iteration 9Q: 3 clusters Score -6746652 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 42314 members 
Entering Unmasked Estep 
Score: -6747429.000000 Penalty: 3241.494141
	Iteration 10Q: 3 clusters Score -6747429 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 42915 members 
Entering Unmasked Estep 
Score: -6747993.500000 Penalty: 3241.494141
	Iteration 11Q: 3 clusters Score -6747994 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 43412 members 
Entering Unmasked Estep 
Score: -6748464.000000 Penalty: 3241.494141
	Iteration 12Q: 3 clusters Score -6748464 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 43781 members 
Entering Unmasked Estep 
Score: -6748785.500000 Penalty: 3241.494141
	Iteration 13Q: 3 clusters Score -6748786 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 44027 members 
Entering Unmasked Estep 
Score: -6748929.000000 Penalty: 3241.494141
	Iteration 14Q: 3 clusters Score -6748929 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 44210 members 
Entering Unmasked Estep 
Score: -6748991.500000 Penalty: 3241.494141
	Iteration 15Q: 3 clusters Score -6748992 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 44316 members 
Entering Unmasked Estep 
Score: -6748993.500000 Penalty: 3241.494141
	Iteration 16Q: 3 clusters Score -6748994 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 44375 members 
Entering Unmasked Estep 
Score: -6749000.500000 Penalty: 3241.494141
	Iteration 17Q: 3 clusters Score -6749000 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 44414 members 
Entering Unmasked Estep 
Score: -6749015.000000 Penalty: 3241.494141
	Iteration 18Q: 3 clusters Score -6749015 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 44438 members 
Entering Unmasked Estep 
Score: -6749014.000000 Penalty: 3241.494141
	Iteration 19Q: 3 clusters Score -6749014 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 44452 members 
Entering Unmasked Estep 
Score: -6749023.000000 Penalty: 3241.494141
	Iteration 20F: 3 clusters Score -6749023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 44454 members 
Entering Unmasked Estep 
Score: -6749021.000000 Penalty: 3241.494141
	Iteration 21Q: 3 clusters Score -6749021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 44456 members 
Entering Unmasked Estep 
Score: -6749020.500000 Penalty: 3241.494141
	Iteration 22Q: 3 clusters Score -6749020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 44457 members 
Entering Unmasked Estep 
Score: -6749021.500000 Penalty: 3241.494141
	Iteration 23Q: 3 clusters Score -6749022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 44459 members 
Entering Unmasked Estep 
Score: -6749020.500000 Penalty: 3241.494141
	Iteration 24Q: 3 clusters Score -6749020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 44461 members 
Entering Unmasked Estep 
Score: -6749023.000000 Penalty: 3241.494141
	Iteration 25Q: 3 clusters Score -6749023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 44462 members 
Entering Unmasked Estep 
Score: -6749025.500000 Penalty: 3241.494141
	Iteration 26Q: 3 clusters Score -6749026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 44462 members 
Entering Unmasked Estep 
Score: -6749025.500000 Penalty: 3241.494141
	Iteration 27F: 3 clusters Score -6749026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 97705 members 
Mstep: Class 2 contains 55502 members 
Mstep: Class 3 contains 75787 members 
Mstep: Class 4 contains 1750 members 
Mstep: Class 5 contains 68213 members 
Mstep: Class 6 contains 72226 members 
Mstep: Class 7 contains 6821 members 
Mstep: Class 8 contains 1967 members 
Mstep: Class 9 contains 10063 members 
Mstep: Class 10 contains 15557 members 
Mstep: Class 11 contains 9289 members 
Mstep: Class 12 contains 8870 members 
Mstep: Class 13 contains 21838 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 8952 members 
Mstep: Class 16 contains 2613 members 
Mstep: Class 17 contains 29734 members 
Mstep: Class 18 contains 24482 members 
Mstep: Class 19 contains 23181 members 
Mstep: Class 20 contains 34895 members 
Mstep: Class 21 contains 40627 members 
Mstep: Class 22 contains 10469 members 
Mstep: Class 23 contains 44462 members 
Entering Unmasked Estep 
Score: -80830816.000000 Penalty: 45895.796875
Splitting cluster 11 changes total score from -80743352.000000 to -80830816.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 12 (8870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Entering Unmasked Estep 
Score: -1026211.875000 Penalty: 1352.656006
	Iteration 0F: 2 clusters Score -1026212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1020166.750000 Penalty: 2705.312012
	Iteration 0F: 3 clusters Score -1020167 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1022374.625000 Penalty: 2705.312012
	Iteration 1F: 3 clusters Score -1022375 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1022994.437500 Penalty: 2705.312012
	Iteration 2F: 3 clusters Score -1022994 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1023655.937500 Penalty: 2705.312012
	Iteration 3F: 3 clusters Score -1023656 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1024412.812500 Penalty: 2705.312012
	Iteration 4F: 3 clusters Score -1024413 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1025127.687500 Penalty: 2705.312012
	Iteration 5F: 3 clusters Score -1025128 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1025663.062500 Penalty: 2705.312012
	Iteration 6F: 3 clusters Score -1025663 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1025986.937500 Penalty: 2705.312012
	Iteration 7Q: 3 clusters Score -1025987 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1026160.875000 Penalty: 2705.312012
	Iteration 8Q: 3 clusters Score -1026161 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1026259.562500 Penalty: 2705.312012
	Iteration 9Q: 3 clusters Score -1026260 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1026334.187500 Penalty: 2705.312012
	Iteration 10Q: 3 clusters Score -1026334 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1026374.375000 Penalty: 2705.312012
	Iteration 11Q: 3 clusters Score -1026374 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1026398.812500 Penalty: 2705.312012
	Iteration 12Q: 3 clusters Score -1026399 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1026423.062500 Penalty: 2705.312012
	Iteration 13Q: 3 clusters Score -1026423 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1026436.250000 Penalty: 2705.312012
	Iteration 14Q: 3 clusters Score -1026436 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1026447.000000 Penalty: 2705.312012
	Iteration 15Q: 3 clusters Score -1026447 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1026457.937500 Penalty: 2705.312012
	Iteration 16Q: 3 clusters Score -1026458 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1026472.937500 Penalty: 2705.312012
	Iteration 17Q: 3 clusters Score -1026473 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1026479.812500 Penalty: 2705.312012
	Iteration 18Q: 3 clusters Score -1026480 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1026490.062500 Penalty: 2705.312012
	Iteration 19Q: 3 clusters Score -1026490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1026493.000000 Penalty: 2705.312012
	Iteration 20F: 3 clusters Score -1026493 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1026495.312500 Penalty: 2705.312012
	Iteration 21Q: 3 clusters Score -1026495 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1026498.687500 Penalty: 2705.312012
	Iteration 22Q: 3 clusters Score -1026499 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1026504.250000 Penalty: 2705.312012
	Iteration 23Q: 3 clusters Score -1026504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1026510.187500 Penalty: 2705.312012
	Iteration 24Q: 3 clusters Score -1026510 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1026515.562500 Penalty: 2705.312012
	Iteration 25Q: 3 clusters Score -1026516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1026519.437500 Penalty: 2705.312012
	Iteration 26Q: 3 clusters Score -1026519 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1026521.125000 Penalty: 2705.312012
	Iteration 27Q: 3 clusters Score -1026521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1026520.500000 Penalty: 2705.312012
	Iteration 28Q: 3 clusters Score -1026520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1026522.750000 Penalty: 2705.312012
	Iteration 29Q: 3 clusters Score -1026523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1026523.875000 Penalty: 2705.312012
	Iteration 30Q: 3 clusters Score -1026524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1026524.687500 Penalty: 2705.312012
	Iteration 31Q: 3 clusters Score -1026525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1026526.125000 Penalty: 2705.312012
	Iteration 32Q: 3 clusters Score -1026526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1026527.000000 Penalty: 2705.312012
	Iteration 33Q: 3 clusters Score -1026527 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1026532.750000 Penalty: 2705.312012
	Iteration 34Q: 3 clusters Score -1026533 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1026534.062500 Penalty: 2705.312012
	Iteration 35Q: 3 clusters Score -1026534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1026535.375000 Penalty: 2705.312012
	Iteration 36Q: 3 clusters Score -1026535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1026540.937500 Penalty: 2705.312012
	Iteration 37Q: 3 clusters Score -1026541 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1026543.750000 Penalty: 2705.312012
	Iteration 38Q: 3 clusters Score -1026544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1026548.250000 Penalty: 2705.312012
	Iteration 39Q: 3 clusters Score -1026548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1026547.375000 Penalty: 2705.312012
	Iteration 40F: 3 clusters Score -1026547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1026549.500000 Penalty: 2705.312012
	Iteration 41Q: 3 clusters Score -1026550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1026550.687500 Penalty: 2705.312012
	Iteration 42Q: 3 clusters Score -1026551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1026552.437500 Penalty: 2705.312012
	Iteration 43Q: 3 clusters Score -1026552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1026555.812500 Penalty: 2705.312012
	Iteration 44Q: 3 clusters Score -1026556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1026554.687500 Penalty: 2705.312012
	Iteration 45Q: 3 clusters Score -1026555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1026558.250000 Penalty: 2705.312012
	Iteration 46Q: 3 clusters Score -1026558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1026557.500000 Penalty: 2705.312012
	Iteration 47Q: 3 clusters Score -1026558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1026557.500000 Penalty: 2705.312012
	Iteration 48F: 3 clusters Score -1026558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 97705 members 
Mstep: Class 2 contains 55502 members 
Mstep: Class 3 contains 75787 members 
Mstep: Class 4 contains 1750 members 
Mstep: Class 5 contains 68213 members 
Mstep: Class 6 contains 72226 members 
Mstep: Class 7 contains 6821 members 
Mstep: Class 8 contains 1967 members 
Mstep: Class 9 contains 10063 members 
Mstep: Class 10 contains 15557 members 
Mstep: Class 11 contains 9289 members 
Mstep: Class 12 contains 1702 members 
Mstep: Class 13 contains 21838 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 8952 members 
Mstep: Class 16 contains 2613 members 
Mstep: Class 17 contains 29734 members 
Mstep: Class 18 contains 24482 members 
Mstep: Class 19 contains 23181 members 
Mstep: Class 20 contains 34895 members 
Mstep: Class 21 contains 40627 members 
Mstep: Class 22 contains 10469 members 
Mstep: Class 23 contains 44462 members 
Mstep: Class 24 contains 7168 members 
Entering Unmasked Estep 
Score: -80830576.000000 Penalty: 47891.265625
Splitting cluster 12 changes total score from -80743352.000000 to -80830576.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 13 (21838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21838 members 
Entering Unmasked Estep 
Score: -2608201.750000 Penalty: 1486.721313
	Iteration 0F: 2 clusters Score -2608202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -2593961.750000 Penalty: 2973.442627
	Iteration 0F: 3 clusters Score -2593962 nChanged 9688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -2599271.250000 Penalty: 2973.442627
	Iteration 1F: 3 clusters Score -2599271 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -2599834.000000 Penalty: 2973.442627
	Iteration 2F: 3 clusters Score -2599834 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -2600400.750000 Penalty: 2973.442627
	Iteration 3F: 3 clusters Score -2600401 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -2600957.500000 Penalty: 2973.442627
	Iteration 4F: 3 clusters Score -2600958 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -2601583.750000 Penalty: 2973.442627
	Iteration 5F: 3 clusters Score -2601584 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -2602197.000000 Penalty: 2973.442627
	Iteration 6F: 3 clusters Score -2602197 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -2602876.500000 Penalty: 2973.442627
	Iteration 7F: 3 clusters Score -2602876 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -2603600.750000 Penalty: 2973.442627
	Iteration 8F: 3 clusters Score -2603601 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -2604422.500000 Penalty: 2973.442627
	Iteration 9F: 3 clusters Score -2604422 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -2605291.250000 Penalty: 2973.442627
	Iteration 10F: 3 clusters Score -2605291 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -2606230.250000 Penalty: 2973.442627
	Iteration 11Q: 3 clusters Score -2606230 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -2607328.750000 Penalty: 2973.442627
	Iteration 12Q: 3 clusters Score -2607329 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -2608619.750000 Penalty: 2973.442627
	Iteration 13Q: 3 clusters Score -2608620 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -2609704.000000 Penalty: 2973.442627
	Iteration 14Q: 3 clusters Score -2609704 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -2610270.500000 Penalty: 2973.442627
	Iteration 15Q: 3 clusters Score -2610270 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -2610464.000000 Penalty: 2973.442627
	Iteration 16Q: 3 clusters Score -2610464 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -2610536.750000 Penalty: 2973.442627
	Iteration 17Q: 3 clusters Score -2610537 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -2610570.500000 Penalty: 2973.442627
	Iteration 18Q: 3 clusters Score -2610570 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -2610589.250000 Penalty: 2973.442627
	Iteration 19Q: 3 clusters Score -2610589 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -2610600.500000 Penalty: 2973.442627
	Iteration 20F: 3 clusters Score -2610600 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -2610608.250000 Penalty: 2973.442627
	Iteration 21Q: 3 clusters Score -2610608 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -2610613.750000 Penalty: 2973.442627
	Iteration 22Q: 3 clusters Score -2610614 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -2610621.000000 Penalty: 2973.442627
	Iteration 23Q: 3 clusters Score -2610621 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -2610621.500000 Penalty: 2973.442627
	Iteration 24Q: 3 clusters Score -2610622 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -2610626.500000 Penalty: 2973.442627
	Iteration 25Q: 3 clusters Score -2610626 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -2610635.750000 Penalty: 2973.442627
	Iteration 26Q: 3 clusters Score -2610636 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -2610641.000000 Penalty: 2973.442627
	Iteration 27Q: 3 clusters Score -2610641 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -2610646.750000 Penalty: 2973.442627
	Iteration 28Q: 3 clusters Score -2610647 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -2610642.000000 Penalty: 2973.442627
	Iteration 29Q: 3 clusters Score -2610642 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -2610645.000000 Penalty: 2973.442627
	Iteration 30Q: 3 clusters Score -2610645 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -2610647.250000 Penalty: 2973.442627
	Iteration 31Q: 3 clusters Score -2610647 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -2610654.500000 Penalty: 2973.442627
	Iteration 32Q: 3 clusters Score -2610654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -2610653.000000 Penalty: 2973.442627
	Iteration 33Q: 3 clusters Score -2610653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -2610653.750000 Penalty: 2973.442627
	Iteration 34Q: 3 clusters Score -2610654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -2610651.500000 Penalty: 2973.442627
	Iteration 35Q: 3 clusters Score -2610652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -2610653.750000 Penalty: 2973.442627
	Iteration 36Q: 3 clusters Score -2610654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -2610658.750000 Penalty: 2973.442627
	Iteration 37Q: 3 clusters Score -2610659 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -2610659.750000 Penalty: 2973.442627
	Iteration 38Q: 3 clusters Score -2610660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -2610653.000000 Penalty: 2973.442627
	Iteration 39Q: 3 clusters Score -2610653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -2610653.500000 Penalty: 2973.442627
	Iteration 40F: 3 clusters Score -2610654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -2610653.000000 Penalty: 2973.442627
	Iteration 41Q: 3 clusters Score -2610653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -2610652.000000 Penalty: 2973.442627
	Iteration 42Q: 3 clusters Score -2610652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -2610655.000000 Penalty: 2973.442627
	Iteration 43Q: 3 clusters Score -2610655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -2610654.250000 Penalty: 2973.442627
	Iteration 44Q: 3 clusters Score -2610654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -2610654.000000 Penalty: 2973.442627
	Iteration 45Q: 3 clusters Score -2610654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -2610651.500000 Penalty: 2973.442627
	Iteration 46Q: 3 clusters Score -2610652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -2610650.750000 Penalty: 2973.442627
	Iteration 47Q: 3 clusters Score -2610651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -2610654.500000 Penalty: 2973.442627
	Iteration 48Q: 3 clusters Score -2610654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -2610658.250000 Penalty: 2973.442627
	Iteration 49Q: 3 clusters Score -2610658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -2610657.250000 Penalty: 2973.442627
	Iteration 50Q: 3 clusters Score -2610657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -2610658.250000 Penalty: 2973.442627
	Iteration 51Q: 3 clusters Score -2610658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -2610655.750000 Penalty: 2973.442627
	Iteration 52Q: 3 clusters Score -2610656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -2610663.000000 Penalty: 2973.442627
	Iteration 53Q: 3 clusters Score -2610663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -2610663.750000 Penalty: 2973.442627
	Iteration 54Q: 3 clusters Score -2610664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -2610666.000000 Penalty: 2973.442627
	Iteration 55Q: 3 clusters Score -2610666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -2610661.000000 Penalty: 2973.442627
	Iteration 56Q: 3 clusters Score -2610661 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -2610660.750000 Penalty: 2973.442627
	Iteration 57Q: 3 clusters Score -2610661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -2610664.250000 Penalty: 2973.442627
	Iteration 58Q: 3 clusters Score -2610664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -2610662.750000 Penalty: 2973.442627
	Iteration 59Q: 3 clusters Score -2610663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -2610662.750000 Penalty: 2973.442627
	Iteration 60F: 3 clusters Score -2610663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -2610660.250000 Penalty: 2973.442627
	Iteration 61Q: 3 clusters Score -2610660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -2610657.500000 Penalty: 2973.442627
	Iteration 62Q: 3 clusters Score -2610658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -2610663.000000 Penalty: 2973.442627
	Iteration 63Q: 3 clusters Score -2610663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -2610668.250000 Penalty: 2973.442627
	Iteration 64Q: 3 clusters Score -2610668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -2610669.250000 Penalty: 2973.442627
	Iteration 65Q: 3 clusters Score -2610669 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -2610676.000000 Penalty: 2973.442627
	Iteration 66Q: 3 clusters Score -2610676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -2610672.500000 Penalty: 2973.442627
	Iteration 67Q: 3 clusters Score -2610672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -2610672.500000 Penalty: 2973.442627
	Iteration 68Q: 3 clusters Score -2610672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -2610673.500000 Penalty: 2973.442627
	Iteration 69Q: 3 clusters Score -2610674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -2610671.000000 Penalty: 2973.442627
	Iteration 70Q: 3 clusters Score -2610671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -2610674.000000 Penalty: 2973.442627
	Iteration 71Q: 3 clusters Score -2610674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -2610677.500000 Penalty: 2973.442627
	Iteration 72Q: 3 clusters Score -2610678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -2610677.500000 Penalty: 2973.442627
	Iteration 73F: 3 clusters Score -2610678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 97705 members 
Mstep: Class 2 contains 55502 members 
Mstep: Class 3 contains 75787 members 
Mstep: Class 4 contains 1750 members 
Mstep: Class 5 contains 68213 members 
Mstep: Class 6 contains 72226 members 
Mstep: Class 7 contains 6821 members 
Mstep: Class 8 contains 1967 members 
Mstep: Class 9 contains 10063 members 
Mstep: Class 10 contains 15557 members 
Mstep: Class 11 contains 9289 members 
Mstep: Class 12 contains 1702 members 
Mstep: Class 13 contains 6594 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 8952 members 
Mstep: Class 16 contains 2613 members 
Mstep: Class 17 contains 29734 members 
Mstep: Class 18 contains 24482 members 
Mstep: Class 19 contains 23181 members 
Mstep: Class 20 contains 34895 members 
Mstep: Class 21 contains 40627 members 
Mstep: Class 22 contains 10469 members 
Mstep: Class 23 contains 44462 members 
Mstep: Class 24 contains 7168 members 
Mstep: Class 25 contains 15244 members 
Entering Unmasked Estep 
Score: -80832384.000000 Penalty: 49886.734375
Splitting cluster 13 changes total score from -80743352.000000 to -80832384.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 14 (1443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Entering Unmasked Estep 
Score: -166403.687500 Penalty: 1082.442505
	Iteration 0F: 2 clusters Score -166403.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -164877.593750 Penalty: 2164.885010
	Iteration 0F: 3 clusters Score -164877.6 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -165265.296875 Penalty: 2164.885010
	Iteration 1F: 3 clusters Score -165265.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -165380.765625 Penalty: 2164.885010
	Iteration 2F: 3 clusters Score -165380.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -165457.796875 Penalty: 2164.885010
	Iteration 3Q: 3 clusters Score -165457.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -165521.312500 Penalty: 2164.885010
	Iteration 4Q: 3 clusters Score -165521.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -165583.093750 Penalty: 2164.885010
	Iteration 5Q: 3 clusters Score -165583.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -165657.187500 Penalty: 2164.885010
	Iteration 6Q: 3 clusters Score -165657.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -165714.812500 Penalty: 2164.885010
	Iteration 7Q: 3 clusters Score -165714.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -165755.093750 Penalty: 2164.885010
	Iteration 8Q: 3 clusters Score -165755.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -165783.250000 Penalty: 2164.885010
	Iteration 9Q: 3 clusters Score -165783.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -165806.843750 Penalty: 2164.885010
	Iteration 10Q: 3 clusters Score -165806.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -165832.953125 Penalty: 2164.885010
	Iteration 11Q: 3 clusters Score -165833 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -165848.640625 Penalty: 2164.885010
	Iteration 12Q: 3 clusters Score -165848.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -165860.187500 Penalty: 2164.885010
	Iteration 13Q: 3 clusters Score -165860.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -165870.531250 Penalty: 2164.885010
	Iteration 14Q: 3 clusters Score -165870.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -165882.390625 Penalty: 2164.885010
	Iteration 15Q: 3 clusters Score -165882.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -165888.890625 Penalty: 2164.885010
	Iteration 16Q: 3 clusters Score -165888.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -165892.031250 Penalty: 2164.885010
	Iteration 17Q: 3 clusters Score -165892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -165900.484375 Penalty: 2164.885010
	Iteration 18Q: 3 clusters Score -165900.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -165908.562500 Penalty: 2164.885010
	Iteration 19Q: 3 clusters Score -165908.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -165918.718750 Penalty: 2164.885010
	Iteration 20F: 3 clusters Score -165918.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -165928.796875 Penalty: 2164.885010
	Iteration 21Q: 3 clusters Score -165928.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -165938.765625 Penalty: 2164.885010
	Iteration 22Q: 3 clusters Score -165938.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -165946.562500 Penalty: 2164.885010
	Iteration 23Q: 3 clusters Score -165946.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -165956.500000 Penalty: 2164.885010
	Iteration 24Q: 3 clusters Score -165956.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -165959.437500 Penalty: 2164.885010
	Iteration 25Q: 3 clusters Score -165959.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -165968.265625 Penalty: 2164.885010
	Iteration 26Q: 3 clusters Score -165968.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -165978.375000 Penalty: 2164.885010
	Iteration 27Q: 3 clusters Score -165978.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -165988.093750 Penalty: 2164.885010
	Iteration 28Q: 3 clusters Score -165988.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -165993.203125 Penalty: 2164.885010
	Iteration 29Q: 3 clusters Score -165993.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -166002.750000 Penalty: 2164.885010
	Iteration 30Q: 3 clusters Score -166002.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -166013.937500 Penalty: 2164.885010
	Iteration 31Q: 3 clusters Score -166013.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -166028.265625 Penalty: 2164.885010
	Iteration 32Q: 3 clusters Score -166028.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -166043.437500 Penalty: 2164.885010
	Iteration 33Q: 3 clusters Score -166043.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -166053.625000 Penalty: 2164.885010
	Iteration 34Q: 3 clusters Score -166053.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -166063.421875 Penalty: 2164.885010
	Iteration 35Q: 3 clusters Score -166063.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -166068.953125 Penalty: 2164.885010
	Iteration 36Q: 3 clusters Score -166069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -166071.921875 Penalty: 2164.885010
	Iteration 37Q: 3 clusters Score -166071.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -166076.281250 Penalty: 2164.885010
	Iteration 38Q: 3 clusters Score -166076.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -166078.046875 Penalty: 2164.885010
	Iteration 39Q: 3 clusters Score -166078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -166078.406250 Penalty: 2164.885010
	Iteration 40F: 3 clusters Score -166078.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -193703.875000 Penalty: 1170.796265
	Iteration 0F: 2 clusters Score -193703.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -191860.718750 Penalty: 2341.592529
	Iteration 0F: 3 clusters Score -191860.7 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -196921.078125 Penalty: 2341.592529
	Iteration 1F: 3 clusters Score -196921.1 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -205077.328125 Penalty: 2341.592529
	Iteration 2F: 3 clusters Score -205077.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -210022.578125 Penalty: 2341.592529
	Iteration 3F: 3 clusters Score -210022.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -210928.734375 Penalty: 2341.592529
	Iteration 4Q: 3 clusters Score -210928.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -211419.453125 Penalty: 2341.592529
	Iteration 5Q: 3 clusters Score -211419.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -211554.562500 Penalty: 2341.592529
	Iteration 6Q: 3 clusters Score -211554.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -211615.968750 Penalty: 2341.592529
	Iteration 7Q: 3 clusters Score -211616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -211633.609375 Penalty: 2341.592529
	Iteration 8Q: 3 clusters Score -211633.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -211648.796875 Penalty: 2341.592529
	Iteration 9Q: 3 clusters Score -211648.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -211658.703125 Penalty: 2341.592529
	Iteration 10Q: 3 clusters Score -211658.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -211659.015625 Penalty: 2341.592529
	Iteration 11Q: 3 clusters Score -211659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -211706.140625 Penalty: 2341.592529
	Iteration 12F: 3 clusters Score -211706.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -211728.453125 Penalty: 2341.592529
	Iteration 13Q: 3 clusters Score -211728.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -211734.031250 Penalty: 2341.592529
	Iteration 14Q: 3 clusters Score -211734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -211734.031250 Penalty: 2341.592529
	Iteration 15F: 3 clusters Score -211734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 97705 members 
Mstep: Class 2 contains 55502 members 
Mstep: Class 3 contains 75787 members 
Mstep: Class 4 contains 1750 members 
Mstep: Class 5 contains 68213 members 
Mstep: Class 6 contains 72226 members 
Mstep: Class 7 contains 6821 members 
Mstep: Class 8 contains 1967 members 
Mstep: Class 9 contains 10063 members 
Mstep: Class 10 contains 15557 members 
Mstep: Class 11 contains 9289 members 
Mstep: Class 12 contains 1702 members 
Mstep: Class 13 contains 6594 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 8952 members 
Mstep: Class 16 contains 735 members 
Mstep: Class 17 contains 29734 members 
Mstep: Class 18 contains 24482 members 
Mstep: Class 19 contains 23181 members 
Mstep: Class 20 contains 34895 members 
Mstep: Class 21 contains 40627 members 
Mstep: Class 22 contains 10469 members 
Mstep: Class 23 contains 44462 members 
Mstep: Class 24 contains 7168 members 
Mstep: Class 25 contains 15244 members 
Mstep: Class 26 contains 1878 members 
Entering Unmasked Estep 
Score: -80848976.000000 Penalty: 51882.203125
Splitting cluster 16 changes total score from -80743352.000000 to -80848976.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 17 (29734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29734 members 
Entering Unmasked Estep 
Score: -3476227.250000 Penalty: 1532.646973
	Iteration 0F: 2 clusters Score -3476227 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -3456926.000000 Penalty: 3065.293945
	Iteration 0F: 3 clusters Score -3456926 nChanged 13380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -3464232.750000 Penalty: 3065.293945
	Iteration 1F: 3 clusters Score -3464233 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -3464739.500000 Penalty: 3065.293945
	Iteration 2Q: 3 clusters Score -3464740 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -3465210.250000 Penalty: 3065.293945
	Iteration 3Q: 3 clusters Score -3465210 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -3465649.250000 Penalty: 3065.293945
	Iteration 4Q: 3 clusters Score -3465649 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -3466159.500000 Penalty: 3065.293945
	Iteration 5Q: 3 clusters Score -3466160 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -3466721.250000 Penalty: 3065.293945
	Iteration 6Q: 3 clusters Score -3466721 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -3467468.000000 Penalty: 3065.293945
	Iteration 7Q: 3 clusters Score -3467468 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 20096 members 
Entering Unmasked Estep 
Score: -3468403.000000 Penalty: 3065.293945
	Iteration 8F: 3 clusters Score -3468403 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 21550 members 
Entering Unmasked Estep 
Score: -3469505.500000 Penalty: 3065.293945
	Iteration 9F: 3 clusters Score -3469506 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -3470656.000000 Penalty: 3065.293945
	Iteration 10F: 3 clusters Score -3470656 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 24545 members 
Entering Unmasked Estep 
Score: -3471851.000000 Penalty: 3065.293945
	Iteration 11F: 3 clusters Score -3471851 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 25845 members 
Entering Unmasked Estep 
Score: -3472864.000000 Penalty: 3065.293945
	Iteration 12Q: 3 clusters Score -3472864 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 26806 members 
Entering Unmasked Estep 
Score: -3473549.000000 Penalty: 3065.293945
	Iteration 13Q: 3 clusters Score -3473549 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 27503 members 
Entering Unmasked Estep 
Score: -3474069.250000 Penalty: 3065.293945
	Iteration 14Q: 3 clusters Score -3474069 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 27998 members 
Entering Unmasked Estep 
Score: -3474444.750000 Penalty: 3065.293945
	Iteration 15Q: 3 clusters Score -3474445 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 28321 members 
Entering Unmasked Estep 
Score: -3474695.500000 Penalty: 3065.293945
	Iteration 16Q: 3 clusters Score -3474696 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 28527 members 
Entering Unmasked Estep 
Score: -3474870.250000 Penalty: 3065.293945
	Iteration 17Q: 3 clusters Score -3474870 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 28671 members 
Entering Unmasked Estep 
Score: -3474959.750000 Penalty: 3065.293945
	Iteration 18Q: 3 clusters Score -3474960 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 28757 members 
Entering Unmasked Estep 
Score: -3475035.250000 Penalty: 3065.293945
	Iteration 19Q: 3 clusters Score -3475035 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 28819 members 
Entering Unmasked Estep 
Score: -3475069.750000 Penalty: 3065.293945
	Iteration 20F: 3 clusters Score -3475070 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 28854 members 
Entering Unmasked Estep 
Score: -3475109.500000 Penalty: 3065.293945
	Iteration 21Q: 3 clusters Score -3475110 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 28893 members 
Entering Unmasked Estep 
Score: -3475133.000000 Penalty: 3065.293945
	Iteration 22Q: 3 clusters Score -3475133 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 28921 members 
Entering Unmasked Estep 
Score: -3475149.750000 Penalty: 3065.293945
	Iteration 23Q: 3 clusters Score -3475150 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 28941 members 
Entering Unmasked Estep 
Score: -3475162.250000 Penalty: 3065.293945
	Iteration 24Q: 3 clusters Score -3475162 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 28965 members 
Entering Unmasked Estep 
Score: -3475178.750000 Penalty: 3065.293945
	Iteration 25Q: 3 clusters Score -3475179 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 28979 members 
Entering Unmasked Estep 
Score: -3475193.500000 Penalty: 3065.293945
	Iteration 26Q: 3 clusters Score -3475194 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 28987 members 
Entering Unmasked Estep 
Score: -3475204.750000 Penalty: 3065.293945
	Iteration 27Q: 3 clusters Score -3475205 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 28997 members 
Entering Unmasked Estep 
Score: -3475209.750000 Penalty: 3065.293945
	Iteration 28Q: 3 clusters Score -3475210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 29001 members 
Entering Unmasked Estep 
Score: -3475210.750000 Penalty: 3065.293945
	Iteration 29Q: 3 clusters Score -3475211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 29005 members 
Entering Unmasked Estep 
Score: -3475213.750000 Penalty: 3065.293945
	Iteration 30Q: 3 clusters Score -3475214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 29006 members 
Entering Unmasked Estep 
Score: -3475210.250000 Penalty: 3065.293945
	Iteration 31Q: 3 clusters Score -3475210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 29006 members 
Entering Unmasked Estep 
Score: -3475210.250000 Penalty: 3065.293945
	Iteration 32F: 3 clusters Score -3475210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (24482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24482 members 
Entering Unmasked Estep 
Score: -3053946.250000 Penalty: 1503.727295
	Iteration 0F: 2 clusters Score -3053946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -3037960.000000 Penalty: 3007.454590
	Iteration 0F: 3 clusters Score -3037960 nChanged 10940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -3043736.750000 Penalty: 3007.454590
	Iteration 1F: 3 clusters Score -3043737 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -3044143.750000 Penalty: 3007.454590
	Iteration 2Q: 3 clusters Score -3044144 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -3044481.000000 Penalty: 3007.454590
	Iteration 3Q: 3 clusters Score -3044481 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -3044758.750000 Penalty: 3007.454590
	Iteration 4Q: 3 clusters Score -3044759 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -3045016.250000 Penalty: 3007.454590
	Iteration 5Q: 3 clusters Score -3045016 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -3045260.500000 Penalty: 3007.454590
	Iteration 6Q: 3 clusters Score -3045260 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -3045466.500000 Penalty: 3007.454590
	Iteration 7Q: 3 clusters Score -3045466 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -3045715.000000 Penalty: 3007.454590
	Iteration 8Q: 3 clusters Score -3045715 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -3045988.000000 Penalty: 3007.454590
	Iteration 9Q: 3 clusters Score -3045988 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -3046329.000000 Penalty: 3007.454590
	Iteration 10Q: 3 clusters Score -3046329 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -3046749.750000 Penalty: 3007.454590
	Iteration 11Q: 3 clusters Score -3046750 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -3047307.750000 Penalty: 3007.454590
	Iteration 12Q: 3 clusters Score -3047308 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -3047986.000000 Penalty: 3007.454590
	Iteration 13Q: 3 clusters Score -3047986 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -3048822.000000 Penalty: 3007.454590
	Iteration 14Q: 3 clusters Score -3048822 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
Score: -3049794.000000 Penalty: 3007.454590
	Iteration 15F: 3 clusters Score -3049794 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -3050753.000000 Penalty: 3007.454590
	Iteration 16Q: 3 clusters Score -3050753 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 23020 members 
Entering Unmasked Estep 
Score: -3051508.250000 Penalty: 3007.454590
	Iteration 17Q: 3 clusters Score -3051508 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -3052019.500000 Penalty: 3007.454590
	Iteration 18Q: 3 clusters Score -3052020 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 23897 members 
Entering Unmasked Estep 
Score: -3052329.000000 Penalty: 3007.454590
	Iteration 19Q: 3 clusters Score -3052329 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 24038 members 
Entering Unmasked Estep 
Score: -3052475.250000 Penalty: 3007.454590
	Iteration 20F: 3 clusters Score -3052475 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 24106 members 
Entering Unmasked Estep 
Score: -3052564.000000 Penalty: 3007.454590
	Iteration 21Q: 3 clusters Score -3052564 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 24148 members 
Entering Unmasked Estep 
Score: -3052612.250000 Penalty: 3007.454590
	Iteration 22Q: 3 clusters Score -3052612 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 24170 members 
Entering Unmasked Estep 
Score: -3052646.000000 Penalty: 3007.454590
	Iteration 23Q: 3 clusters Score -3052646 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 24172 members 
Entering Unmasked Estep 
Score: -3052667.500000 Penalty: 3007.454590
	Iteration 24Q: 3 clusters Score -3052668 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 24184 members 
Entering Unmasked Estep 
Score: -3052687.250000 Penalty: 3007.454590
	Iteration 25Q: 3 clusters Score -3052687 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 24190 members 
Entering Unmasked Estep 
Score: -3052705.500000 Penalty: 3007.454590
	Iteration 26Q: 3 clusters Score -3052706 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 24203 members 
Entering Unmasked Estep 
Score: -3052732.250000 Penalty: 3007.454590
	Iteration 27Q: 3 clusters Score -3052732 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 24213 members 
Entering Unmasked Estep 
Score: -3052750.250000 Penalty: 3007.454590
	Iteration 28Q: 3 clusters Score -3052750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 24217 members 
Entering Unmasked Estep 
Score: -3052760.500000 Penalty: 3007.454590
	Iteration 29Q: 3 clusters Score -3052760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 24220 members 
Entering Unmasked Estep 
Score: -3052768.250000 Penalty: 3007.454590
	Iteration 30Q: 3 clusters Score -3052768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 24218 members 
Entering Unmasked Estep 
Score: -3052770.500000 Penalty: 3007.454590
	Iteration 31Q: 3 clusters Score -3052770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 24219 members 
Entering Unmasked Estep 
Score: -3052770.750000 Penalty: 3007.454590
	Iteration 32Q: 3 clusters Score -3052771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 24220 members 
Entering Unmasked Estep 
Score: -3052771.500000 Penalty: 3007.454590
	Iteration 33Q: 3 clusters Score -3052772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 24222 members 
Entering Unmasked Estep 
Score: -3052771.000000 Penalty: 3007.454590
	Iteration 34Q: 3 clusters Score -3052771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 24223 members 
Entering Unmasked Estep 
Score: -3052772.500000 Penalty: 3007.454590
	Iteration 35Q: 3 clusters Score -3052772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 24223 members 
Entering Unmasked Estep 
Score: -3052772.500000 Penalty: 3007.454590
	Iteration 36F: 3 clusters Score -3052772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (23181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Entering Unmasked Estep 
Score: -2842718.500000 Penalty: 1495.601929
	Iteration 0F: 2 clusters Score -2842718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -2827542.000000 Penalty: 2991.203857
	Iteration 0F: 3 clusters Score -2827542 nChanged 10306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -2833189.750000 Penalty: 2991.203857
	Iteration 1F: 3 clusters Score -2833190 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -2833762.250000 Penalty: 2991.203857
	Iteration 2F: 3 clusters Score -2833762 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -2834384.750000 Penalty: 2991.203857
	Iteration 3F: 3 clusters Score -2834385 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -2835070.500000 Penalty: 2991.203857
	Iteration 4F: 3 clusters Score -2835070 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -2835913.250000 Penalty: 2991.203857
	Iteration 5F: 3 clusters Score -2835913 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -2836877.250000 Penalty: 2991.203857
	Iteration 6F: 3 clusters Score -2836877 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -2837874.750000 Penalty: 2991.203857
	Iteration 7F: 3 clusters Score -2837875 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -2838821.250000 Penalty: 2991.203857
	Iteration 8F: 3 clusters Score -2838821 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -2839709.250000 Penalty: 2991.203857
	Iteration 9Q: 3 clusters Score -2839709 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -2840417.250000 Penalty: 2991.203857
	Iteration 10Q: 3 clusters Score -2840417 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 22252 members 
Entering Unmasked Estep 
Score: -2840858.750000 Penalty: 2991.203857
	Iteration 11Q: 3 clusters Score -2840859 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 22535 members 
Entering Unmasked Estep 
Score: -2841116.750000 Penalty: 2991.203857
	Iteration 12Q: 3 clusters Score -2841117 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 22682 members 
Entering Unmasked Estep 
Score: -2841262.500000 Penalty: 2991.203857
	Iteration 13Q: 3 clusters Score -2841262 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 22768 members 
Entering Unmasked Estep 
Score: -2841362.750000 Penalty: 2991.203857
	Iteration 14Q: 3 clusters Score -2841363 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 22806 members 
Entering Unmasked Estep 
Score: -2841396.000000 Penalty: 2991.203857
	Iteration 15Q: 3 clusters Score -2841396 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 22829 members 
Entering Unmasked Estep 
Score: -2841427.250000 Penalty: 2991.203857
	Iteration 16Q: 3 clusters Score -2841427 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 22848 members 
Entering Unmasked Estep 
Score: -2841452.750000 Penalty: 2991.203857
	Iteration 17Q: 3 clusters Score -2841453 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 22854 members 
Entering Unmasked Estep 
Score: -2841466.250000 Penalty: 2991.203857
	Iteration 18Q: 3 clusters Score -2841466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 22858 members 
Entering Unmasked Estep 
Score: -2841477.000000 Penalty: 2991.203857
	Iteration 19Q: 3 clusters Score -2841477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 22860 members 
Entering Unmasked Estep 
Score: -2841480.500000 Penalty: 2991.203857
	Iteration 20F: 3 clusters Score -2841480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 22865 members 
Entering Unmasked Estep 
Score: -2841497.000000 Penalty: 2991.203857
	Iteration 21Q: 3 clusters Score -2841497 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -2841505.500000 Penalty: 2991.203857
	Iteration 22Q: 3 clusters Score -2841506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 22874 members 
Entering Unmasked Estep 
Score: -2841506.750000 Penalty: 2991.203857
	Iteration 23Q: 3 clusters Score -2841507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 22878 members 
Entering Unmasked Estep 
Score: -2841514.000000 Penalty: 2991.203857
	Iteration 24Q: 3 clusters Score -2841514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 22882 members 
Entering Unmasked Estep 
Score: -2841518.250000 Penalty: 2991.203857
	Iteration 25Q: 3 clusters Score -2841518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -2841520.500000 Penalty: 2991.203857
	Iteration 26Q: 3 clusters Score -2841520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -2841524.250000 Penalty: 2991.203857
	Iteration 27Q: 3 clusters Score -2841524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -2841524.000000 Penalty: 2991.203857
	Iteration 28Q: 3 clusters Score -2841524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 22888 members 
Entering Unmasked Estep 
Score: -2841523.750000 Penalty: 2991.203857
	Iteration 29Q: 3 clusters Score -2841524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -2841526.500000 Penalty: 2991.203857
	Iteration 30Q: 3 clusters Score -2841526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -2841528.500000 Penalty: 2991.203857
	Iteration 31Q: 3 clusters Score -2841528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -2841528.500000 Penalty: 2991.203857
	Iteration 32F: 3 clusters Score -2841528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (34895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34895 members 
Entering Unmasked Estep 
Score: -4384656.500000 Penalty: 1556.462769
	Iteration 0F: 2 clusters Score -4384656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -4361841.500000 Penalty: 3112.925537
	Iteration 0F: 3 clusters Score -4361842 nChanged 15952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -4370530.000000 Penalty: 3112.925537
	Iteration 1F: 3 clusters Score -4370530 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -4370913.000000 Penalty: 3112.925537
	Iteration 2Q: 3 clusters Score -4370913 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -4371238.000000 Penalty: 3112.925537
	Iteration 3Q: 3 clusters Score -4371238 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -4371541.500000 Penalty: 3112.925537
	Iteration 4Q: 3 clusters Score -4371542 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -4371855.000000 Penalty: 3112.925537
	Iteration 5Q: 3 clusters Score -4371855 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -4372162.000000 Penalty: 3112.925537
	Iteration 6Q: 3 clusters Score -4372162 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -4372512.500000 Penalty: 3112.925537
	Iteration 7Q: 3 clusters Score -4372512 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -4372927.000000 Penalty: 3112.925537
	Iteration 8Q: 3 clusters Score -4372927 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 21192 members 
Entering Unmasked Estep 
Score: -4373437.500000 Penalty: 3112.925537
	Iteration 9Q: 3 clusters Score -4373438 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 22384 members 
Entering Unmasked Estep 
Score: -4374180.000000 Penalty: 3112.925537
	Iteration 10Q: 3 clusters Score -4374180 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 23944 members 
Entering Unmasked Estep 
Score: -4375149.000000 Penalty: 3112.925537
	Iteration 11Q: 3 clusters Score -4375149 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -4376406.000000 Penalty: 3112.925537
	Iteration 12F: 3 clusters Score -4376406 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 27845 members 
Entering Unmasked Estep 
Score: -4377955.500000 Penalty: 3112.925537
	Iteration 13F: 3 clusters Score -4377956 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 29871 members 
Entering Unmasked Estep 
Score: -4379593.000000 Penalty: 3112.925537
	Iteration 14F: 3 clusters Score -4379593 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 31614 members 
Entering Unmasked Estep 
Score: -4381044.000000 Penalty: 3112.925537
	Iteration 15F: 3 clusters Score -4381044 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 32811 members 
Entering Unmasked Estep 
Score: -4382045.000000 Penalty: 3112.925537
	Iteration 16Q: 3 clusters Score -4382045 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 33495 members 
Entering Unmasked Estep 
Score: -4382596.500000 Penalty: 3112.925537
	Iteration 17Q: 3 clusters Score -4382596 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 33886 members 
Entering Unmasked Estep 
Score: -4382925.000000 Penalty: 3112.925537
	Iteration 18Q: 3 clusters Score -4382925 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 34081 members 
Entering Unmasked Estep 
Score: -4383107.500000 Penalty: 3112.925537
	Iteration 19Q: 3 clusters Score -4383108 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 34210 members 
Entering Unmasked Estep 
Score: -4383260.000000 Penalty: 3112.925537
	Iteration 20F: 3 clusters Score -4383260 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 34286 members 
Entering Unmasked Estep 
Score: -4383338.000000 Penalty: 3112.925537
	Iteration 21Q: 3 clusters Score -4383338 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 34335 members 
Entering Unmasked Estep 
Score: -4383390.000000 Penalty: 3112.925537
	Iteration 22Q: 3 clusters Score -4383390 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 34362 members 
Entering Unmasked Estep 
Score: -4383428.500000 Penalty: 3112.925537
	Iteration 23Q: 3 clusters Score -4383428 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 34379 members 
Entering Unmasked Estep 
Score: -4383440.500000 Penalty: 3112.925537
	Iteration 24Q: 3 clusters Score -4383440 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 34386 members 
Entering Unmasked Estep 
Score: -4383456.000000 Penalty: 3112.925537
	Iteration 25Q: 3 clusters Score -4383456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 34395 members 
Entering Unmasked Estep 
Score: -4383464.500000 Penalty: 3112.925537
	Iteration 26Q: 3 clusters Score -4383464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 34405 members 
Entering Unmasked Estep 
Score: -4383476.500000 Penalty: 3112.925537
	Iteration 27Q: 3 clusters Score -4383476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 34405 members 
Entering Unmasked Estep 
Score: -4383480.000000 Penalty: 3112.925537
	Iteration 28Q: 3 clusters Score -4383480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 34407 members 
Entering Unmasked Estep 
Score: -4383485.000000 Penalty: 3112.925537
	Iteration 29Q: 3 clusters Score -4383485 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 34412 members 
Entering Unmasked Estep 
Score: -4383495.500000 Penalty: 3112.925537
	Iteration 30Q: 3 clusters Score -4383496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 34421 members 
Entering Unmasked Estep 
Score: -4383501.000000 Penalty: 3112.925537
	Iteration 31Q: 3 clusters Score -4383501 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 34428 members 
Entering Unmasked Estep 
Score: -4383511.500000 Penalty: 3112.925537
	Iteration 32Q: 3 clusters Score -4383512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 34430 members 
Entering Unmasked Estep 
Score: -4383512.000000 Penalty: 3112.925537
	Iteration 33Q: 3 clusters Score -4383512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 34434 members 
Entering Unmasked Estep 
Score: -4383520.000000 Penalty: 3112.925537
	Iteration 34Q: 3 clusters Score -4383520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 34435 members 
Entering Unmasked Estep 
Score: -4383518.500000 Penalty: 3112.925537
	Iteration 35Q: 3 clusters Score -4383518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 34436 members 
Entering Unmasked Estep 
Score: -4383518.000000 Penalty: 3112.925537
	Iteration 36Q: 3 clusters Score -4383518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 34437 members 
Entering Unmasked Estep 
Score: -4383515.500000 Penalty: 3112.925537
	Iteration 37Q: 3 clusters Score -4383516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 34437 members 
Entering Unmasked Estep 
Score: -4383515.500000 Penalty: 3112.925537
	Iteration 38F: 3 clusters Score -4383516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 97705 members 
Mstep: Class 2 contains 55502 members 
Mstep: Class 4 contains 1750 members 
Mstep: Class 5 contains 68213 members 
Mstep: Class 6 contains 72226 members 
Mstep: Class 7 contains 6821 members 
Mstep: Class 10 contains 15557 members 
Mstep: Class 11 contains 9289 members 
Mstep: Class 12 contains 1702 members 
Mstep: Class 13 contains 6594 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 16 contains 735 members 
Mstep: Class 17 contains 29734 members 
Mstep: Class 18 contains 24482 members 
Mstep: Class 19 contains 23181 members 
Mstep: Class 20 contains 34895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80870392.000000 Penalty: 51882.203125
Iteration 39Q: 27 clusters Score -8.087039e+07 nChanged 26118
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 103865 members 
Mstep: Class 2 contains 54894 members 
Mstep: Class 3 contains 74788 members 
Mstep: Class 4 contains 1961 members 
Mstep: Class 5 contains 69039 members 
Mstep: Class 6 contains 69129 members 
Mstep: Class 7 contains 6946 members 
Mstep: Class 8 contains 2279 members 
Mstep: Class 9 contains 9495 members 
Mstep: Class 10 contains 16056 members 
Mstep: Class 11 contains 9302 members 
Mstep: Class 12 contains 1693 members 
Mstep: Class 13 contains 7042 members 
Mstep: Class 14 contains 1457 members 
Mstep: Class 15 contains 9069 members 
Mstep: Class 16 contains 735 members 
Mstep: Class 17 contains 30162 members 
Mstep: Class 18 contains 24671 members 
Mstep: Class 19 contains 23220 members 
Mstep: Class 20 contains 35188 members 
Mstep: Class 21 contains 39042 members 
Mstep: Class 22 contains 9760 members 
Mstep: Class 23 contains 43785 members 
Mstep: Class 24 contains 6935 members 
Mstep: Class 25 contains 14057 members 
Mstep: Class 26 contains 1876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80901792.000000 Penalty: 51882.203125
Iteration 40F: 27 clusters Score -8.090179e+07 nChanged 22767
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 104996 members 
Mstep: Class 2 contains 52823 members 
Mstep: Class 3 contains 80611 members 
Mstep: Class 4 contains 2054 members 
Mstep: Class 5 contains 68627 members 
Mstep: Class 6 contains 63039 members 
Mstep: Class 7 contains 6931 members 
Mstep: Class 8 contains 2549 members 
Mstep: Class 9 contains 9645 members 
Mstep: Class 10 contains 16233 members 
Mstep: Class 11 contains 9249 members 
Mstep: Class 12 contains 1685 members 
Mstep: Class 13 contains 7356 members 
Mstep: Class 14 contains 1416 members 
Mstep: Class 15 contains 9654 members 
Mstep: Class 16 contains 1169 members 
Mstep: Class 17 contains 29652 members 
Mstep: Class 18 contains 24613 members 
Mstep: Class 19 contains 22165 members 
Mstep: Class 20 contains 35003 members 
Mstep: Class 21 contains 40021 members 
Mstep: Class 22 contains 9752 members 
Mstep: Class 23 contains 44123 members 
Mstep: Class 24 contains 7188 members 
Mstep: Class 25 contains 14449 members 
Mstep: Class 26 contains 1877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80911352.000000 Penalty: 51882.203125
Iteration 41Q: 27 clusters Score -8.091135e+07 nChanged 13643
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 105749 members 
Mstep: Class 2 contains 51551 members 
Mstep: Class 3 contains 84400 members 
Mstep: Class 4 contains 2164 members 
Mstep: Class 5 contains 68345 members 
Mstep: Class 6 contains 59145 members 
Mstep: Class 7 contains 6925 members 
Mstep: Class 8 contains 2759 members 
Mstep: Class 9 contains 9624 members 
Mstep: Class 10 contains 16177 members 
Mstep: Class 11 contains 9235 members 
Mstep: Class 12 contains 1711 members 
Mstep: Class 13 contains 7644 members 
Mstep: Class 14 contains 1403 members 
Mstep: Class 15 contains 9921 members 
Mstep: Class 16 contains 1159 members 
Mstep: Class 17 contains 29254 members 
Mstep: Class 18 contains 24593 members 
Mstep: Class 19 contains 21953 members 
Mstep: Class 20 contains 34973 members 
Mstep: Class 21 contains 40521 members 
Mstep: Class 22 contains 9641 members 
Mstep: Class 23 contains 44230 members 
Mstep: Class 24 contains 7241 members 
Mstep: Class 25 contains 14676 members 
Mstep: Class 26 contains 1897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80911728.000000 Penalty: 51882.203125
Iteration 42Q: 27 clusters Score -8.091173e+07 nChanged 9853
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 106326 members 
Mstep: Class 2 contains 50587 members 
Mstep: Class 3 contains 86505 members 
Mstep: Class 4 contains 2254 members 
Mstep: Class 5 contains 68126 members 
Mstep: Class 6 contains 57099 members 
Mstep: Class 7 contains 6929 members 
Mstep: Class 8 contains 2956 members 
Mstep: Class 9 contains 9551 members 
Mstep: Class 10 contains 16009 members 
Mstep: Class 11 contains 9230 members 
Mstep: Class 12 contains 1738 members 
Mstep: Class 13 contains 7902 members 
Mstep: Class 14 contains 1379 members 
Mstep: Class 15 contains 10078 members 
Mstep: Class 16 contains 1142 members 
Mstep: Class 17 contains 28961 members 
Mstep: Class 18 contains 24586 members 
Mstep: Class 19 contains 21854 members 
Mstep: Class 20 contains 34968 members 
Mstep: Class 21 contains 40905 members 
Mstep: Class 22 contains 9503 members 
Mstep: Class 23 contains 44286 members 
Mstep: Class 24 contains 7245 members 
Mstep: Class 25 contains 14861 members 
Mstep: Class 26 contains 1912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80912432.000000 Penalty: 51882.203125
Iteration 43Q: 27 clusters Score -8.091243e+07 nChanged 7496
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 106889 members 
Mstep: Class 2 contains 49753 members 
Mstep: Class 3 contains 87670 members 
Mstep: Class 4 contains 2352 members 
Mstep: Class 5 contains 67974 members 
Mstep: Class 6 contains 56138 members 
Mstep: Class 7 contains 6935 members 
Mstep: Class 8 contains 3132 members 
Mstep: Class 9 contains 9454 members 
Mstep: Class 10 contains 15818 members 
Mstep: Class 11 contains 9226 members 
Mstep: Class 12 contains 1777 members 
Mstep: Class 13 contains 8122 members 
Mstep: Class 14 contains 1375 members 
Mstep: Class 15 contains 10187 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 28719 members 
Mstep: Class 18 contains 24582 members 
Mstep: Class 19 contains 21703 members 
Mstep: Class 20 contains 34981 members 
Mstep: Class 21 contains 41174 members 
Mstep: Class 22 contains 9329 members 
Mstep: Class 23 contains 44319 members 
Mstep: Class 24 contains 7212 members 
Mstep: Class 25 contains 15019 members 
Mstep: Class 26 contains 1930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80913160.000000 Penalty: 51882.203125
Iteration 44Q: 27 clusters Score -8.091316e+07 nChanged 5959
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 107526 members 
Mstep: Class 2 contains 49045 members 
Mstep: Class 3 contains 88212 members 
Mstep: Class 4 contains 2434 members 
Mstep: Class 5 contains 67875 members 
Mstep: Class 6 contains 55707 members 
Mstep: Class 7 contains 6936 members 
Mstep: Class 8 contains 3308 members 
Mstep: Class 9 contains 9372 members 
Mstep: Class 10 contains 15634 members 
Mstep: Class 11 contains 9224 members 
Mstep: Class 12 contains 1828 members 
Mstep: Class 13 contains 8291 members 
Mstep: Class 14 contains 1353 members 
Mstep: Class 15 contains 10288 members 
Mstep: Class 16 contains 1113 members 
Mstep: Class 17 contains 28506 members 
Mstep: Class 18 contains 24588 members 
Mstep: Class 19 contains 21546 members 
Mstep: Class 20 contains 35006 members 
Mstep: Class 21 contains 41349 members 
Mstep: Class 22 contains 9166 members 
Mstep: Class 23 contains 44343 members 
Mstep: Class 24 contains 7184 members 
Mstep: Class 25 contains 15119 members 
Mstep: Class 26 contains 1939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80913208.000000 Penalty: 51882.203125
Iteration 45Q: 27 clusters Score -8.091321e+07 nChanged 4934
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 108077 members 
Mstep: Class 2 contains 48466 members 
Mstep: Class 3 contains 88350 members 
Mstep: Class 4 contains 2497 members 
Mstep: Class 5 contains 67771 members 
Mstep: Class 6 contains 55642 members 
Mstep: Class 7 contains 6937 members 
Mstep: Class 8 contains 3454 members 
Mstep: Class 9 contains 9256 members 
Mstep: Class 10 contains 15444 members 
Mstep: Class 11 contains 9223 members 
Mstep: Class 12 contains 1901 members 
Mstep: Class 13 contains 8442 members 
Mstep: Class 14 contains 1336 members 
Mstep: Class 15 contains 10372 members 
Mstep: Class 16 contains 1111 members 
Mstep: Class 17 contains 28350 members 
Mstep: Class 18 contains 24592 members 
Mstep: Class 19 contains 21431 members 
Mstep: Class 20 contains 35039 members 
Mstep: Class 21 contains 41527 members 
Mstep: Class 22 contains 9017 members 
Mstep: Class 23 contains 44358 members 
Mstep: Class 24 contains 7142 members 
Mstep: Class 25 contains 15216 members 
Mstep: Class 26 contains 1941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80913576.000000 Penalty: 51882.203125
Iteration 46Q: 27 clusters Score -8.091358e+07 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 108558 members 
Mstep: Class 2 contains 47963 members 
Mstep: Class 3 contains 88295 members 
Mstep: Class 4 contains 2536 members 
Mstep: Class 5 contains 67716 members 
Mstep: Class 6 contains 55741 members 
Mstep: Class 7 contains 6937 members 
Mstep: Class 8 contains 3589 members 
Mstep: Class 9 contains 9149 members 
Mstep: Class 10 contains 15261 members 
Mstep: Class 11 contains 9225 members 
Mstep: Class 12 contains 1967 members 
Mstep: Class 13 contains 8587 members 
Mstep: Class 14 contains 1327 members 
Mstep: Class 15 contains 10447 members 
Mstep: Class 16 contains 1111 members 
Mstep: Class 17 contains 28203 members 
Mstep: Class 18 contains 24579 members 
Mstep: Class 19 contains 21301 members 
Mstep: Class 20 contains 35069 members 
Mstep: Class 21 contains 41678 members 
Mstep: Class 22 contains 8886 members 
Mstep: Class 23 contains 44365 members 
Mstep: Class 24 contains 7144 members 
Mstep: Class 25 contains 15318 members 
Mstep: Class 26 contains 1940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80913536.000000 Penalty: 51882.203125
Iteration 47Q: 27 clusters Score -8.091354e+07 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 109002 members 
Mstep: Class 2 contains 47502 members 
Mstep: Class 3 contains 88176 members 
Mstep: Class 4 contains 2569 members 
Mstep: Class 5 contains 67664 members 
Mstep: Class 6 contains 55927 members 
Mstep: Class 7 contains 6938 members 
Mstep: Class 8 contains 3718 members 
Mstep: Class 9 contains 9054 members 
Mstep: Class 10 contains 15062 members 
Mstep: Class 11 contains 9224 members 
Mstep: Class 12 contains 2017 members 
Mstep: Class 13 contains 8724 members 
Mstep: Class 14 contains 1312 members 
Mstep: Class 15 contains 10523 members 
Mstep: Class 16 contains 1111 members 
Mstep: Class 17 contains 28086 members 
Mstep: Class 18 contains 24577 members 
Mstep: Class 19 contains 21152 members 
Mstep: Class 20 contains 35103 members 
Mstep: Class 21 contains 41803 members 
Mstep: Class 22 contains 8789 members 
Mstep: Class 23 contains 44371 members 
Mstep: Class 24 contains 7143 members 
Mstep: Class 25 contains 15405 members 
Mstep: Class 26 contains 1940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80913720.000000 Penalty: 51882.203125
Iteration 48Q: 27 clusters Score -8.091372e+07 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 109387 members 
Mstep: Class 2 contains 47087 members 
Mstep: Class 3 contains 88025 members 
Mstep: Class 4 contains 2595 members 
Mstep: Class 5 contains 67635 members 
Mstep: Class 6 contains 56175 members 
Mstep: Class 7 contains 6938 members 
Mstep: Class 8 contains 3846 members 
Mstep: Class 9 contains 8976 members 
Mstep: Class 10 contains 14872 members 
Mstep: Class 11 contains 9224 members 
Mstep: Class 12 contains 2079 members 
Mstep: Class 13 contains 8834 members 
Mstep: Class 14 contains 1305 members 
Mstep: Class 15 contains 10578 members 
Mstep: Class 16 contains 1111 members 
Mstep: Class 17 contains 27977 members 
Mstep: Class 18 contains 24581 members 
Mstep: Class 19 contains 20999 members 
Mstep: Class 20 contains 35127 members 
Mstep: Class 21 contains 41902 members 
Mstep: Class 22 contains 8701 members 
Mstep: Class 23 contains 44379 members 
Mstep: Class 24 contains 7129 members 
Mstep: Class 25 contains 15490 members 
Mstep: Class 26 contains 1940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80914024.000000 Penalty: 51882.203125
Iteration 49Q: 27 clusters Score -8.091402e+07 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 109754 members 
Mstep: Class 2 contains 46711 members 
Mstep: Class 3 contains 87821 members 
Mstep: Class 4 contains 2622 members 
Mstep: Class 5 contains 67622 members 
Mstep: Class 6 contains 56484 members 
Mstep: Class 7 contains 6939 members 
Mstep: Class 8 contains 3966 members 
Mstep: Class 9 contains 8921 members 
Mstep: Class 10 contains 14687 members 
Mstep: Class 11 contains 9223 members 
Mstep: Class 12 contains 2134 members 
Mstep: Class 13 contains 8932 members 
Mstep: Class 14 contains 1296 members 
Mstep: Class 15 contains 10630 members 
Mstep: Class 16 contains 1111 members 
Mstep: Class 17 contains 27873 members 
Mstep: Class 18 contains 24575 members 
Mstep: Class 19 contains 20819 members 
Mstep: Class 20 contains 35146 members 
Mstep: Class 21 contains 41992 members 
Mstep: Class 22 contains 8597 members 
Mstep: Class 23 contains 44387 members 
Mstep: Class 24 contains 7117 members 
Mstep: Class 25 contains 15594 members 
Mstep: Class 26 contains 1939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80914344.000000 Penalty: 51882.203125
Iteration 50Q: 27 clusters Score -8.091434e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 110042 members 
Mstep: Class 2 contains 46367 members 
Mstep: Class 3 contains 87631 members 
Mstep: Class 4 contains 2647 members 
Mstep: Class 5 contains 67603 members 
Mstep: Class 6 contains 56856 members 
Mstep: Class 7 contains 6939 members 
Mstep: Class 8 contains 4069 members 
Mstep: Class 9 contains 8863 members 
Mstep: Class 10 contains 14483 members 
Mstep: Class 11 contains 9221 members 
Mstep: Class 12 contains 2190 members 
Mstep: Class 13 contains 8993 members 
Mstep: Class 14 contains 1291 members 
Mstep: Class 15 contains 10670 members 
Mstep: Class 16 contains 1111 members 
Mstep: Class 17 contains 27773 members 
Mstep: Class 18 contains 24585 members 
Mstep: Class 19 contains 20628 members 
Mstep: Class 20 contains 35166 members 
Mstep: Class 21 contains 42091 members 
Mstep: Class 22 contains 8513 members 
Mstep: Class 23 contains 44402 members 
Mstep: Class 24 contains 7131 members 
Mstep: Class 25 contains 15688 members 
Mstep: Class 26 contains 1939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80914656.000000 Penalty: 51882.203125
Iteration 51Q: 27 clusters Score -8.091466e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 110302 members 
Mstep: Class 2 contains 46059 members 
Mstep: Class 3 contains 87507 members 
Mstep: Class 4 contains 2664 members 
Mstep: Class 5 contains 67597 members 
Mstep: Class 6 contains 57205 members 
Mstep: Class 7 contains 6939 members 
Mstep: Class 8 contains 4144 members 
Mstep: Class 9 contains 8818 members 
Mstep: Class 10 contains 14326 members 
Mstep: Class 11 contains 9221 members 
Mstep: Class 12 contains 2251 members 
Mstep: Class 13 contains 9073 members 
Mstep: Class 14 contains 1276 members 
Mstep: Class 15 contains 10696 members 
Mstep: Class 16 contains 1111 members 
Mstep: Class 17 contains 27688 members 
Mstep: Class 18 contains 24582 members 
Mstep: Class 19 contains 20399 members 
Mstep: Class 20 contains 35184 members 
Mstep: Class 21 contains 42185 members 
Mstep: Class 22 contains 8433 members 
Mstep: Class 23 contains 44416 members 
Mstep: Class 24 contains 7115 members 
Mstep: Class 25 contains 15762 members 
Mstep: Class 26 contains 1939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80915216.000000 Penalty: 51882.203125
Iteration 52Q: 27 clusters Score -8.091522e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 110489 members 
Mstep: Class 2 contains 45785 members 
Mstep: Class 3 contains 87381 members 
Mstep: Class 4 contains 2684 members 
Mstep: Class 5 contains 67580 members 
Mstep: Class 6 contains 57557 members 
Mstep: Class 7 contains 6939 members 
Mstep: Class 8 contains 4216 members 
Mstep: Class 9 contains 8790 members 
Mstep: Class 10 contains 14138 members 
Mstep: Class 11 contains 9222 members 
Mstep: Class 12 contains 2308 members 
Mstep: Class 13 contains 9155 members 
Mstep: Class 14 contains 1269 members 
Mstep: Class 15 contains 10736 members 
Mstep: Class 16 contains 1111 members 
Mstep: Class 17 contains 27603 members 
Mstep: Class 18 contains 24577 members 
Mstep: Class 19 contains 20206 members 
Mstep: Class 20 contains 35212 members 
Mstep: Class 21 contains 42278 members 
Mstep: Class 22 contains 8374 members 
Mstep: Class 23 contains 44430 members 
Mstep: Class 24 contains 7112 members 
Mstep: Class 25 contains 15802 members 
Mstep: Class 26 contains 1938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80915248.000000 Penalty: 51882.203125
Iteration 53Q: 27 clusters Score -8.091525e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 110618 members 
Mstep: Class 2 contains 45539 members 
Mstep: Class 3 contains 87327 members 
Mstep: Class 4 contains 2691 members 
Mstep: Class 5 contains 67582 members 
Mstep: Class 6 contains 57864 members 
Mstep: Class 7 contains 6940 members 
Mstep: Class 8 contains 4271 members 
Mstep: Class 9 contains 8766 members 
Mstep: Class 10 contains 13974 members 
Mstep: Class 11 contains 9221 members 
Mstep: Class 12 contains 2360 members 
Mstep: Class 13 contains 9250 members 
Mstep: Class 14 contains 1259 members 
Mstep: Class 15 contains 10771 members 
Mstep: Class 16 contains 1111 members 
Mstep: Class 17 contains 27522 members 
Mstep: Class 18 contains 24575 members 
Mstep: Class 19 contains 20042 members 
Mstep: Class 20 contains 35225 members 
Mstep: Class 21 contains 42361 members 
Mstep: Class 22 contains 8337 members 
Mstep: Class 23 contains 44439 members 
Mstep: Class 24 contains 7106 members 
Mstep: Class 25 contains 15803 members 
Mstep: Class 26 contains 1938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80915648.000000 Penalty: 51882.203125
Iteration 54Q: 27 clusters Score -8.091565e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 110705 members 
Mstep: Class 2 contains 45314 members 
Mstep: Class 3 contains 87294 members 
Mstep: Class 4 contains 2696 members 
Mstep: Class 5 contains 67573 members 
Mstep: Class 6 contains 58152 members 
Mstep: Class 7 contains 6941 members 
Mstep: Class 8 contains 4327 members 
Mstep: Class 9 contains 8732 members 
Mstep: Class 10 contains 13819 members 
Mstep: Class 11 contains 9221 members 
Mstep: Class 12 contains 2410 members 
Mstep: Class 13 contains 9366 members 
Mstep: Class 14 contains 1251 members 
Mstep: Class 15 contains 10804 members 
Mstep: Class 16 contains 1111 members 
Mstep: Class 17 contains 27461 members 
Mstep: Class 18 contains 24556 members 
Mstep: Class 19 contains 19860 members 
Mstep: Class 20 contains 35238 members 
Mstep: Class 21 contains 42459 members 
Mstep: Class 22 contains 8309 members 
Mstep: Class 23 contains 44441 members 
Mstep: Class 24 contains 7108 members 
Mstep: Class 25 contains 15806 members 
Mstep: Class 26 contains 1938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80915568.000000 Penalty: 51882.203125
Iteration 55Q: 27 clusters Score -8.091557e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 110775 members 
Mstep: Class 2 contains 45105 members 
Mstep: Class 3 contains 87284 members 
Mstep: Class 4 contains 2700 members 
Mstep: Class 5 contains 67556 members 
Mstep: Class 6 contains 58452 members 
Mstep: Class 7 contains 6943 members 
Mstep: Class 8 contains 4362 members 
Mstep: Class 9 contains 8697 members 
Mstep: Class 10 contains 13651 members 
Mstep: Class 11 contains 9222 members 
Mstep: Class 12 contains 2456 members 
Mstep: Class 13 contains 9485 members 
Mstep: Class 14 contains 1242 members 
Mstep: Class 15 contains 10832 members 
Mstep: Class 16 contains 1111 members 
Mstep: Class 17 contains 27403 members 
Mstep: Class 18 contains 24536 members 
Mstep: Class 19 contains 19673 members 
Mstep: Class 20 contains 35253 members 
Mstep: Class 21 contains 42557 members 
Mstep: Class 22 contains 8286 members 
Mstep: Class 23 contains 44446 members 
Mstep: Class 24 contains 7110 members 
Mstep: Class 25 contains 15817 members 
Mstep: Class 26 contains 1938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80915344.000000 Penalty: 51882.203125
Iteration 56Q: 27 clusters Score -8.091534e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 110813 members 
Mstep: Class 2 contains 44903 members 
Mstep: Class 3 contains 87297 members 
Mstep: Class 4 contains 2706 members 
Mstep: Class 5 contains 67544 members 
Mstep: Class 6 contains 58707 members 
Mstep: Class 7 contains 6944 members 
Mstep: Class 8 contains 4397 members 
Mstep: Class 9 contains 8672 members 
Mstep: Class 10 contains 13514 members 
Mstep: Class 11 contains 9222 members 
Mstep: Class 12 contains 2485 members 
Mstep: Class 13 contains 9617 members 
Mstep: Class 14 contains 1231 members 
Mstep: Class 15 contains 10860 members 
Mstep: Class 16 contains 1111 members 
Mstep: Class 17 contains 27339 members 
Mstep: Class 18 contains 24522 members 
Mstep: Class 19 contains 19512 members 
Mstep: Class 20 contains 35262 members 
Mstep: Class 21 contains 42631 members 
Mstep: Class 22 contains 8262 members 
Mstep: Class 23 contains 44451 members 
Mstep: Class 24 contains 7124 members 
Mstep: Class 25 contains 15828 members 
Mstep: Class 26 contains 1938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80915616.000000 Penalty: 51882.203125
Iteration 57Q: 27 clusters Score -8.091562e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 110838 members 
Mstep: Class 2 contains 44726 members 
Mstep: Class 3 contains 87313 members 
Mstep: Class 4 contains 2717 members 
Mstep: Class 5 contains 67529 members 
Mstep: Class 6 contains 58971 members 
Mstep: Class 7 contains 6944 members 
Mstep: Class 8 contains 4417 members 
Mstep: Class 9 contains 8654 members 
Mstep: Class 10 contains 13379 members 
Mstep: Class 11 contains 9223 members 
Mstep: Class 12 contains 2514 members 
Mstep: Class 13 contains 9736 members 
Mstep: Class 14 contains 1229 members 
Mstep: Class 15 contains 10882 members 
Mstep: Class 16 contains 1111 members 
Mstep: Class 17 contains 27277 members 
Mstep: Class 18 contains 24494 members 
Mstep: Class 19 contains 19357 members 
Mstep: Class 20 contains 35270 members 
Mstep: Class 21 contains 42693 members 
Mstep: Class 22 contains 8247 members 
Mstep: Class 23 contains 44454 members 
Mstep: Class 24 contains 7136 members 
Mstep: Class 25 contains 15843 members 
Mstep: Class 26 contains 1938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80916032.000000 Penalty: 51882.203125
Iteration 58Q: 27 clusters Score -8.091603e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 110820 members 
Mstep: Class 2 contains 44559 members 
Mstep: Class 3 contains 87360 members 
Mstep: Class 4 contains 2723 members 
Mstep: Class 5 contains 67513 members 
Mstep: Class 6 contains 59244 members 
Mstep: Class 7 contains 6944 members 
Mstep: Class 8 contains 4436 members 
Mstep: Class 9 contains 8640 members 
Mstep: Class 10 contains 13267 members 
Mstep: Class 11 contains 9222 members 
Mstep: Class 12 contains 2542 members 
Mstep: Class 13 contains 9837 members 
Mstep: Class 14 contains 1227 members 
Mstep: Class 15 contains 10901 members 
Mstep: Class 16 contains 1111 members 
Mstep: Class 17 contains 27199 members 
Mstep: Class 18 contains 24476 members 
Mstep: Class 19 contains 19208 members 
Mstep: Class 20 contains 35271 members 
Mstep: Class 21 contains 42746 members 
Mstep: Class 22 contains 8235 members 
Mstep: Class 23 contains 44456 members 
Mstep: Class 24 contains 7156 members 
Mstep: Class 25 contains 15861 members 
Mstep: Class 26 contains 1938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80916112.000000 Penalty: 51882.203125
Iteration 59Q: 27 clusters Score -8.091611e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 110827 members 
Mstep: Class 2 contains 44414 members 
Mstep: Class 3 contains 87347 members 
Mstep: Class 4 contains 2729 members 
Mstep: Class 5 contains 67513 members 
Mstep: Class 6 contains 59507 members 
Mstep: Class 7 contains 6945 members 
Mstep: Class 8 contains 4450 members 
Mstep: Class 9 contains 8627 members 
Mstep: Class 10 contains 13174 members 
Mstep: Class 11 contains 9222 members 
Mstep: Class 12 contains 2559 members 
Mstep: Class 13 contains 9944 members 
Mstep: Class 14 contains 1223 members 
Mstep: Class 15 contains 10913 members 
Mstep: Class 16 contains 1111 members 
Mstep: Class 17 contains 27119 members 
Mstep: Class 18 contains 24453 members 
Mstep: Class 19 contains 19074 members 
Mstep: Class 20 contains 35279 members 
Mstep: Class 21 contains 42808 members 
Mstep: Class 22 contains 8222 members 
Mstep: Class 23 contains 44460 members 
Mstep: Class 24 contains 7175 members 
Mstep: Class 25 contains 15859 members 
Mstep: Class 26 contains 1938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80916536.000000 Penalty: 51882.203125
Iteration 60F: 27 clusters Score -8.091654e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 110840 members 
Mstep: Class 2 contains 44276 members 
Mstep: Class 3 contains 87353 members 
Mstep: Class 4 contains 2731 members 
Mstep: Class 5 contains 67507 members 
Mstep: Class 6 contains 59740 members 
Mstep: Class 7 contains 6946 members 
Mstep: Class 8 contains 4517 members 
Mstep: Class 9 contains 8600 members 
Mstep: Class 10 contains 13086 members 
Mstep: Class 11 contains 9220 members 
Mstep: Class 12 contains 2582 members 
Mstep: Class 13 contains 10046 members 
Mstep: Class 14 contains 1225 members 
Mstep: Class 15 contains 10926 members 
Mstep: Class 16 contains 1119 members 
Mstep: Class 17 contains 27049 members 
Mstep: Class 18 contains 24420 members 
Mstep: Class 19 contains 18926 members 
Mstep: Class 20 contains 35295 members 
Mstep: Class 21 contains 42869 members 
Mstep: Class 22 contains 8180 members 
Mstep: Class 23 contains 44459 members 
Mstep: Class 24 contains 7175 members 
Mstep: Class 25 contains 15877 members 
Mstep: Class 26 contains 1940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80916672.000000 Penalty: 51882.203125
Iteration 61Q: 27 clusters Score -8.091667e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 110844 members 
Mstep: Class 2 contains 44153 members 
Mstep: Class 3 contains 87352 members 
Mstep: Class 4 contains 2733 members 
Mstep: Class 5 contains 67497 members 
Mstep: Class 6 contains 59971 members 
Mstep: Class 7 contains 6946 members 
Mstep: Class 8 contains 4581 members 
Mstep: Class 9 contains 8578 members 
Mstep: Class 10 contains 13006 members 
Mstep: Class 11 contains 9221 members 
Mstep: Class 12 contains 2600 members 
Mstep: Class 13 contains 10139 members 
Mstep: Class 14 contains 1221 members 
Mstep: Class 15 contains 10943 members 
Mstep: Class 16 contains 1118 members 
Mstep: Class 17 contains 26978 members 
Mstep: Class 18 contains 24404 members 
Mstep: Class 19 contains 18772 members 
Mstep: Class 20 contains 35309 members 
Mstep: Class 21 contains 42933 members 
Mstep: Class 22 contains 8141 members 
Mstep: Class 23 contains 44460 members 
Mstep: Class 24 contains 7184 members 
Mstep: Class 25 contains 15881 members 
Mstep: Class 26 contains 1939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80916888.000000 Penalty: 51882.203125
Iteration 62Q: 27 clusters Score -8.091689e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 110876 members 
Mstep: Class 2 contains 44042 members 
Mstep: Class 3 contains 87352 members 
Mstep: Class 4 contains 2737 members 
Mstep: Class 5 contains 67498 members 
Mstep: Class 6 contains 60194 members 
Mstep: Class 7 contains 6946 members 
Mstep: Class 8 contains 4633 members 
Mstep: Class 9 contains 8550 members 
Mstep: Class 10 contains 12910 members 
Mstep: Class 11 contains 9221 members 
Mstep: Class 12 contains 2615 members 
Mstep: Class 13 contains 10225 members 
Mstep: Class 14 contains 1212 members 
Mstep: Class 15 contains 10951 members 
Mstep: Class 16 contains 1118 members 
Mstep: Class 17 contains 26904 members 
Mstep: Class 18 contains 24390 members 
Mstep: Class 19 contains 18629 members 
Mstep: Class 20 contains 35320 members 
Mstep: Class 21 contains 42981 members 
Mstep: Class 22 contains 8113 members 
Mstep: Class 23 contains 44467 members 
Mstep: Class 24 contains 7202 members 
Mstep: Class 25 contains 15880 members 
Mstep: Class 26 contains 1938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80916968.000000 Penalty: 51882.203125
Iteration 63Q: 27 clusters Score -8.091697e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 110897 members 
Mstep: Class 2 contains 43947 members 
Mstep: Class 3 contains 87401 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 67483 members 
Mstep: Class 6 contains 60369 members 
Mstep: Class 7 contains 6947 members 
Mstep: Class 8 contains 4682 members 
Mstep: Class 9 contains 8549 members 
Mstep: Class 10 contains 12822 members 
Mstep: Class 11 contains 9223 members 
Mstep: Class 12 contains 2629 members 
Mstep: Class 13 contains 10295 members 
Mstep: Class 14 contains 1204 members 
Mstep: Class 15 contains 10958 members 
Mstep: Class 16 contains 1118 members 
Mstep: Class 17 contains 26846 members 
Mstep: Class 18 contains 24382 members 
Mstep: Class 19 contains 18480 members 
Mstep: Class 20 contains 35333 members 
Mstep: Class 21 contains 43018 members 
Mstep: Class 22 contains 8080 members 
Mstep: Class 23 contains 44474 members 
Mstep: Class 24 contains 7208 members 
Mstep: Class 25 contains 15878 members 
Mstep: Class 26 contains 1937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80917152.000000 Penalty: 51882.203125
Iteration 64Q: 27 clusters Score -8.091715e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 110926 members 
Mstep: Class 2 contains 43861 members 
Mstep: Class 3 contains 87453 members 
Mstep: Class 4 contains 2742 members 
Mstep: Class 5 contains 67476 members 
Mstep: Class 6 contains 60503 members 
Mstep: Class 7 contains 6948 members 
Mstep: Class 8 contains 4735 members 
Mstep: Class 9 contains 8550 members 
Mstep: Class 10 contains 12744 members 
Mstep: Class 11 contains 9223 members 
Mstep: Class 12 contains 2644 members 
Mstep: Class 13 contains 10362 members 
Mstep: Class 14 contains 1197 members 
Mstep: Class 15 contains 10965 members 
Mstep: Class 16 contains 1118 members 
Mstep: Class 17 contains 26797 members 
Mstep: Class 18 contains 24375 members 
Mstep: Class 19 contains 18340 members 
Mstep: Class 20 contains 35345 members 
Mstep: Class 21 contains 43050 members 
Mstep: Class 22 contains 8049 members 
Mstep: Class 23 contains 44477 members 
Mstep: Class 24 contains 7222 members 
Mstep: Class 25 contains 15865 members 
Mstep: Class 26 contains 1937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80917296.000000 Penalty: 51882.203125
Iteration 65Q: 27 clusters Score -8.09173e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 110952 members 
Mstep: Class 2 contains 43791 members 
Mstep: Class 3 contains 87495 members 
Mstep: Class 4 contains 2749 members 
Mstep: Class 5 contains 67461 members 
Mstep: Class 6 contains 60603 members 
Mstep: Class 7 contains 6948 members 
Mstep: Class 8 contains 4776 members 
Mstep: Class 9 contains 8555 members 
Mstep: Class 10 contains 12664 members 
Mstep: Class 11 contains 9225 members 
Mstep: Class 12 contains 2656 members 
Mstep: Class 13 contains 10431 members 
Mstep: Class 14 contains 1189 members 
Mstep: Class 15 contains 10974 members 
Mstep: Class 16 contains 1118 members 
Mstep: Class 17 contains 26769 members 
Mstep: Class 18 contains 24361 members 
Mstep: Class 19 contains 18209 members 
Mstep: Class 20 contains 35354 members 
Mstep: Class 21 contains 43087 members 
Mstep: Class 22 contains 8029 members 
Mstep: Class 23 contains 44478 members 
Mstep: Class 24 contains 7224 members 
Mstep: Class 25 contains 15869 members 
Mstep: Class 26 contains 1937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80917296.000000 Penalty: 51882.203125
Iteration 66Q: 27 clusters Score -8.09173e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 110977 members 
Mstep: Class 2 contains 43739 members 
Mstep: Class 3 contains 87534 members 
Mstep: Class 4 contains 2760 members 
Mstep: Class 5 contains 67451 members 
Mstep: Class 6 contains 60718 members 
Mstep: Class 7 contains 6949 members 
Mstep: Class 8 contains 4820 members 
Mstep: Class 9 contains 8568 members 
Mstep: Class 10 contains 12593 members 
Mstep: Class 11 contains 9224 members 
Mstep: Class 12 contains 2663 members 
Mstep: Class 13 contains 10490 members 
Mstep: Class 14 contains 1185 members 
Mstep: Class 15 contains 10982 members 
Mstep: Class 16 contains 1118 members 
Mstep: Class 17 contains 26735 members 
Mstep: Class 18 contains 24352 members 
Mstep: Class 19 contains 18064 members 
Mstep: Class 20 contains 35360 members 
Mstep: Class 21 contains 43120 members 
Mstep: Class 22 contains 7998 members 
Mstep: Class 23 contains 44483 members 
Mstep: Class 24 contains 7234 members 
Mstep: Class 25 contains 15850 members 
Mstep: Class 26 contains 1937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80917464.000000 Penalty: 51882.203125
Iteration 67Q: 27 clusters Score -8.091746e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 111023 members 
Mstep: Class 2 contains 43703 members 
Mstep: Class 3 contains 87568 members 
Mstep: Class 4 contains 2770 members 
Mstep: Class 5 contains 67449 members 
Mstep: Class 6 contains 60804 members 
Mstep: Class 7 contains 6948 members 
Mstep: Class 8 contains 4847 members 
Mstep: Class 9 contains 8594 members 
Mstep: Class 10 contains 12524 members 
Mstep: Class 11 contains 9224 members 
Mstep: Class 12 contains 2679 members 
Mstep: Class 13 contains 10528 members 
Mstep: Class 14 contains 1178 members 
Mstep: Class 15 contains 10988 members 
Mstep: Class 16 contains 1118 members 
Mstep: Class 17 contains 26682 members 
Mstep: Class 18 contains 24349 members 
Mstep: Class 19 contains 17943 members 
Mstep: Class 20 contains 35366 members 
Mstep: Class 21 contains 43145 members 
Mstep: Class 22 contains 7980 members 
Mstep: Class 23 contains 44483 members 
Mstep: Class 24 contains 7237 members 
Mstep: Class 25 contains 15838 members 
Mstep: Class 26 contains 1936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80917576.000000 Penalty: 51882.203125
Iteration 68Q: 27 clusters Score -8.091758e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 111060 members 
Mstep: Class 2 contains 43657 members 
Mstep: Class 3 contains 87589 members 
Mstep: Class 4 contains 2776 members 
Mstep: Class 5 contains 67442 members 
Mstep: Class 6 contains 60908 members 
Mstep: Class 7 contains 6948 members 
Mstep: Class 8 contains 4877 members 
Mstep: Class 9 contains 8640 members 
Mstep: Class 10 contains 12469 members 
Mstep: Class 11 contains 9224 members 
Mstep: Class 12 contains 2686 members 
Mstep: Class 13 contains 10580 members 
Mstep: Class 14 contains 1174 members 
Mstep: Class 15 contains 10992 members 
Mstep: Class 16 contains 1118 members 
Mstep: Class 17 contains 26624 members 
Mstep: Class 18 contains 24341 members 
Mstep: Class 19 contains 17851 members 
Mstep: Class 20 contains 35369 members 
Mstep: Class 21 contains 43188 members 
Mstep: Class 22 contains 7952 members 
Mstep: Class 23 contains 44486 members 
Mstep: Class 24 contains 7237 members 
Mstep: Class 25 contains 15780 members 
Mstep: Class 26 contains 1936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80917512.000000 Penalty: 51882.203125
Iteration 69Q: 27 clusters Score -8.091751e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 111084 members 
Mstep: Class 2 contains 43622 members 
Mstep: Class 3 contains 87614 members 
Mstep: Class 4 contains 2779 members 
Mstep: Class 5 contains 67429 members 
Mstep: Class 6 contains 60987 members 
Mstep: Class 7 contains 6949 members 
Mstep: Class 8 contains 4894 members 
Mstep: Class 9 contains 8691 members 
Mstep: Class 10 contains 12409 members 
Mstep: Class 11 contains 9224 members 
Mstep: Class 12 contains 2692 members 
Mstep: Class 13 contains 10631 members 
Mstep: Class 14 contains 1171 members 
Mstep: Class 15 contains 11003 members 
Mstep: Class 16 contains 1118 members 
Mstep: Class 17 contains 26584 members 
Mstep: Class 18 contains 24333 members 
Mstep: Class 19 contains 17743 members 
Mstep: Class 20 contains 35372 members 
Mstep: Class 21 contains 43224 members 
Mstep: Class 22 contains 7937 members 
Mstep: Class 23 contains 44490 members 
Mstep: Class 24 contains 7250 members 
Mstep: Class 25 contains 15738 members 
Mstep: Class 26 contains 1936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80917720.000000 Penalty: 51882.203125
Iteration 70Q: 27 clusters Score -8.091772e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 111100 members 
Mstep: Class 2 contains 43595 members 
Mstep: Class 3 contains 87661 members 
Mstep: Class 4 contains 2779 members 
Mstep: Class 5 contains 67419 members 
Mstep: Class 6 contains 61044 members 
Mstep: Class 7 contains 6950 members 
Mstep: Class 8 contains 4911 members 
Mstep: Class 9 contains 8769 members 
Mstep: Class 10 contains 12356 members 
Mstep: Class 11 contains 9223 members 
Mstep: Class 12 contains 2701 members 
Mstep: Class 13 contains 10685 members 
Mstep: Class 14 contains 1170 members 
Mstep: Class 15 contains 11009 members 
Mstep: Class 16 contains 1118 members 
Mstep: Class 17 contains 26545 members 
Mstep: Class 18 contains 24322 members 
Mstep: Class 19 contains 17638 members 
Mstep: Class 20 contains 35377 members 
Mstep: Class 21 contains 43267 members 
Mstep: Class 22 contains 7912 members 
Mstep: Class 23 contains 44493 members 
Mstep: Class 24 contains 7260 members 
Mstep: Class 25 contains 15664 members 
Mstep: Class 26 contains 1936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80917592.000000 Penalty: 51882.203125
Iteration 71Q: 27 clusters Score -8.091759e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 111105 members 
Mstep: Class 2 contains 43582 members 
Mstep: Class 3 contains 87695 members 
Mstep: Class 4 contains 2782 members 
Mstep: Class 5 contains 67418 members 
Mstep: Class 6 contains 61112 members 
Mstep: Class 7 contains 6950 members 
Mstep: Class 8 contains 4942 members 
Mstep: Class 9 contains 8847 members 
Mstep: Class 10 contains 12322 members 
Mstep: Class 11 contains 9222 members 
Mstep: Class 12 contains 2704 members 
Mstep: Class 13 contains 10736 members 
Mstep: Class 14 contains 1170 members 
Mstep: Class 15 contains 11018 members 
Mstep: Class 16 contains 1118 members 
Mstep: Class 17 contains 26511 members 
Mstep: Class 18 contains 24308 members 
Mstep: Class 19 contains 17541 members 
Mstep: Class 20 contains 35382 members 
Mstep: Class 21 contains 43304 members 
Mstep: Class 22 contains 7875 members 
Mstep: Class 23 contains 44493 members 
Mstep: Class 24 contains 7264 members 
Mstep: Class 25 contains 15567 members 
Mstep: Class 26 contains 1936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80917640.000000 Penalty: 51882.203125
Iteration 72Q: 27 clusters Score -8.091764e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 111130 members 
Mstep: Class 2 contains 43577 members 
Mstep: Class 3 contains 87732 members 
Mstep: Class 4 contains 2792 members 
Mstep: Class 5 contains 67400 members 
Mstep: Class 6 contains 61164 members 
Mstep: Class 7 contains 6950 members 
Mstep: Class 8 contains 4968 members 
Mstep: Class 9 contains 8950 members 
Mstep: Class 10 contains 12274 members 
Mstep: Class 11 contains 9223 members 
Mstep: Class 12 contains 2707 members 
Mstep: Class 13 contains 10804 members 
Mstep: Class 14 contains 1163 members 
Mstep: Class 15 contains 11021 members 
Mstep: Class 16 contains 1118 members 
Mstep: Class 17 contains 26473 members 
Mstep: Class 18 contains 24292 members 
Mstep: Class 19 contains 17446 members 
Mstep: Class 20 contains 35384 members 
Mstep: Class 21 contains 43364 members 
Mstep: Class 22 contains 7850 members 
Mstep: Class 23 contains 44495 members 
Mstep: Class 24 contains 7266 members 
Mstep: Class 25 contains 15425 members 
Mstep: Class 26 contains 1936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80917696.000000 Penalty: 51882.203125
Iteration 73Q: 27 clusters Score -8.09177e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 111166 members 
Mstep: Class 2 contains 43564 members 
Mstep: Class 3 contains 87760 members 
Mstep: Class 4 contains 2796 members 
Mstep: Class 5 contains 67376 members 
Mstep: Class 6 contains 61192 members 
Mstep: Class 7 contains 6950 members 
Mstep: Class 8 contains 4995 members 
Mstep: Class 9 contains 9074 members 
Mstep: Class 10 contains 12232 members 
Mstep: Class 11 contains 9222 members 
Mstep: Class 12 contains 2711 members 
Mstep: Class 13 contains 10858 members 
Mstep: Class 14 contains 1154 members 
Mstep: Class 15 contains 11024 members 
Mstep: Class 16 contains 1117 members 
Mstep: Class 17 contains 26427 members 
Mstep: Class 18 contains 24273 members 
Mstep: Class 19 contains 17350 members 
Mstep: Class 20 contains 35390 members 
Mstep: Class 21 contains 43433 members 
Mstep: Class 22 contains 7825 members 
Mstep: Class 23 contains 44495 members 
Mstep: Class 24 contains 7260 members 
Mstep: Class 25 contains 15324 members 
Mstep: Class 26 contains 1936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80918032.000000 Penalty: 51882.203125
Iteration 74Q: 27 clusters Score -8.091803e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 111194 members 
Mstep: Class 2 contains 43559 members 
Mstep: Class 3 contains 87783 members 
Mstep: Class 4 contains 2798 members 
Mstep: Class 5 contains 67332 members 
Mstep: Class 6 contains 61230 members 
Mstep: Class 7 contains 6950 members 
Mstep: Class 8 contains 5011 members 
Mstep: Class 9 contains 9210 members 
Mstep: Class 10 contains 12181 members 
Mstep: Class 11 contains 9222 members 
Mstep: Class 12 contains 2715 members 
Mstep: Class 13 contains 10917 members 
Mstep: Class 14 contains 1145 members 
Mstep: Class 15 contains 11025 members 
Mstep: Class 16 contains 1116 members 
Mstep: Class 17 contains 26389 members 
Mstep: Class 18 contains 24258 members 
Mstep: Class 19 contains 17257 members 
Mstep: Class 20 contains 35395 members 
Mstep: Class 21 contains 43519 members 
Mstep: Class 22 contains 7807 members 
Mstep: Class 23 contains 44502 members 
Mstep: Class 24 contains 7258 members 
Mstep: Class 25 contains 15196 members 
Mstep: Class 26 contains 1935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80918360.000000 Penalty: 51882.203125
Iteration 75Q: 27 clusters Score -8.091836e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 111195 members 
Mstep: Class 2 contains 43555 members 
Mstep: Class 3 contains 87814 members 
Mstep: Class 4 contains 2799 members 
Mstep: Class 5 contains 67288 members 
Mstep: Class 6 contains 61263 members 
Mstep: Class 7 contains 6950 members 
Mstep: Class 8 contains 5029 members 
Mstep: Class 9 contains 9340 members 
Mstep: Class 10 contains 12137 members 
Mstep: Class 11 contains 9220 members 
Mstep: Class 12 contains 2713 members 
Mstep: Class 13 contains 10977 members 
Mstep: Class 14 contains 1141 members 
Mstep: Class 15 contains 11028 members 
Mstep: Class 16 contains 1116 members 
Mstep: Class 17 contains 26331 members 
Mstep: Class 18 contains 24246 members 
Mstep: Class 19 contains 17180 members 
Mstep: Class 20 contains 35398 members 
Mstep: Class 21 contains 43601 members 
Mstep: Class 22 contains 7783 members 
Mstep: Class 23 contains 44510 members 
Mstep: Class 24 contains 7255 members 
Mstep: Class 25 contains 15101 members 
Mstep: Class 26 contains 1934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80918320.000000 Penalty: 51882.203125
Iteration 76Q: 27 clusters Score -8.091832e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 111203 members 
Mstep: Class 2 contains 43553 members 
Mstep: Class 3 contains 87844 members 
Mstep: Class 4 contains 2809 members 
Mstep: Class 5 contains 67230 members 
Mstep: Class 6 contains 61299 members 
Mstep: Class 7 contains 6950 members 
Mstep: Class 8 contains 5045 members 
Mstep: Class 9 contains 9486 members 
Mstep: Class 10 contains 12079 members 
Mstep: Class 11 contains 9221 members 
Mstep: Class 12 contains 2719 members 
Mstep: Class 13 contains 11033 members 
Mstep: Class 14 contains 1136 members 
Mstep: Class 15 contains 11031 members 
Mstep: Class 16 contains 1116 members 
Mstep: Class 17 contains 26285 members 
Mstep: Class 18 contains 24240 members 
Mstep: Class 19 contains 17078 members 
Mstep: Class 20 contains 35402 members 
Mstep: Class 21 contains 43684 members 
Mstep: Class 22 contains 7769 members 
Mstep: Class 23 contains 44512 members 
Mstep: Class 24 contains 7253 members 
Mstep: Class 25 contains 14993 members 
Mstep: Class 26 contains 1934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80918728.000000 Penalty: 51882.203125
Iteration 77Q: 27 clusters Score -8.091873e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 111191 members 
Mstep: Class 2 contains 43554 members 
Mstep: Class 3 contains 87891 members 
Mstep: Class 4 contains 2822 members 
Mstep: Class 5 contains 67177 members 
Mstep: Class 6 contains 61320 members 
Mstep: Class 7 contains 6952 members 
Mstep: Class 8 contains 5056 members 
Mstep: Class 9 contains 9616 members 
Mstep: Class 10 contains 12018 members 
Mstep: Class 11 contains 9221 members 
Mstep: Class 12 contains 2719 members 
Mstep: Class 13 contains 11076 members 
Mstep: Class 14 contains 1129 members 
Mstep: Class 15 contains 11029 members 
Mstep: Class 16 contains 1116 members 
Mstep: Class 17 contains 26254 members 
Mstep: Class 18 contains 24231 members 
Mstep: Class 19 contains 16987 members 
Mstep: Class 20 contains 35407 members 
Mstep: Class 21 contains 43771 members 
Mstep: Class 22 contains 7766 members 
Mstep: Class 23 contains 44513 members 
Mstep: Class 24 contains 7256 members 
Mstep: Class 25 contains 14898 members 
Mstep: Class 26 contains 1934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80918728.000000 Penalty: 51882.203125
Iteration 78Q: 27 clusters Score -8.091873e+07 nChanged 1130
Entering ConstructFrom: 
Score: -80918728.000000 Penalty: 51882.203125
Entering ConstructFrom: 
Trying to split cluster 1 (111194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111194 members 
Entering Unmasked Estep 
Score: -14101872.000000 Penalty: 1728.911987
	Iteration 0F: 2 clusters Score -1.410187e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55183 members 
Mstep: Class 2 contains 56011 members 
Entering Unmasked Estep 
Score: -14059773.000000 Penalty: 3457.823975
	Iteration 0F: 3 clusters Score -1.405977e+07 nChanged 52686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50737 members 
Mstep: Class 2 contains 60457 members 
Entering Unmasked Estep 
Score: -14090199.000000 Penalty: 3457.823975
	Iteration 1F: 3 clusters Score -1.40902e+07 nChanged 4440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48285 members 
Mstep: Class 2 contains 62909 members 
Entering Unmasked Estep 
Score: -14091403.000000 Penalty: 3457.823975
	Iteration 2Q: 3 clusters Score -1.40914e+07 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44923 members 
Mstep: Class 2 contains 66271 members 
Entering Unmasked Estep 
Score: -14093009.000000 Penalty: 3457.823975
	Iteration 3Q: 3 clusters Score -1.409301e+07 nChanged 5430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40511 members 
Mstep: Class 2 contains 70683 members 
Entering Unmasked Estep 
Score: -14095256.000000 Penalty: 3457.823975
	Iteration 4Q: 3 clusters Score -1.409526e+07 nChanged 6213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35204 members 
Mstep: Class 2 contains 75990 members 
Entering Unmasked Estep 
Score: -14097707.000000 Penalty: 3457.823975
	Iteration 5F: 3 clusters Score -1.409771e+07 nChanged 6880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29488 members 
Mstep: Class 2 contains 81706 members 
Entering Unmasked Estep 
Score: -14099340.000000 Penalty: 3457.823975
	Iteration 6F: 3 clusters Score -1.409934e+07 nChanged 6286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24340 members 
Mstep: Class 2 contains 86854 members 
Entering Unmasked Estep 
Score: -14100179.000000 Penalty: 3457.823975
	Iteration 7F: 3 clusters Score -1.410018e+07 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 90836 members 
Entering Unmasked Estep 
Score: -14101203.000000 Penalty: 3457.823975
	Iteration 8Q: 3 clusters Score -1.41012e+07 nChanged 4260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 93492 members 
Entering Unmasked Estep 
Score: -14101891.000000 Penalty: 3457.823975
	Iteration 9Q: 3 clusters Score -1.410189e+07 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 94892 members 
Entering Unmasked Estep 
Score: -14102686.000000 Penalty: 3457.823975
	Iteration 10Q: 3 clusters Score -1.410269e+07 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 95452 members 
Entering Unmasked Estep 
Score: -14103350.000000 Penalty: 3457.823975
	Iteration 11Q: 3 clusters Score -1.410335e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 95581 members 
Entering Unmasked Estep 
Score: -14103907.000000 Penalty: 3457.823975
	Iteration 12Q: 3 clusters Score -1.410391e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 95425 members 
Entering Unmasked Estep 
Score: -14104201.000000 Penalty: 3457.823975
	Iteration 13Q: 3 clusters Score -1.41042e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 95135 members 
Entering Unmasked Estep 
Score: -14104435.000000 Penalty: 3457.823975
	Iteration 14Q: 3 clusters Score -1.410444e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 94808 members 
Entering Unmasked Estep 
Score: -14104546.000000 Penalty: 3457.823975
	Iteration 15Q: 3 clusters Score -1.410455e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 94434 members 
Entering Unmasked Estep 
Score: -14104784.000000 Penalty: 3457.823975
	Iteration 16Q: 3 clusters Score -1.410478e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 94090 members 
Entering Unmasked Estep 
Score: -14104981.000000 Penalty: 3457.823975
	Iteration 17Q: 3 clusters Score -1.410498e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 93738 members 
Entering Unmasked Estep 
Score: -14105101.000000 Penalty: 3457.823975
	Iteration 18Q: 3 clusters Score -1.41051e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 93343 members 
Entering Unmasked Estep 
Score: -14105308.000000 Penalty: 3457.823975
	Iteration 19Q: 3 clusters Score -1.410531e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 92944 members 
Entering Unmasked Estep 
Score: -14105546.000000 Penalty: 3457.823975
	Iteration 20F: 3 clusters Score -1.410555e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 92521 members 
Entering Unmasked Estep 
Score: -14105749.000000 Penalty: 3457.823975
	Iteration 21Q: 3 clusters Score -1.410575e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 92037 members 
Entering Unmasked Estep 
Score: -14106002.000000 Penalty: 3457.823975
	Iteration 22Q: 3 clusters Score -1.4106e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 91484 members 
Entering Unmasked Estep 
Score: -14106296.000000 Penalty: 3457.823975
	Iteration 23Q: 3 clusters Score -1.41063e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 90883 members 
Entering Unmasked Estep 
Score: -14106563.000000 Penalty: 3457.823975
	Iteration 24Q: 3 clusters Score -1.410656e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 90241 members 
Entering Unmasked Estep 
Score: -14106867.000000 Penalty: 3457.823975
	Iteration 25Q: 3 clusters Score -1.410687e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 89548 members 
Entering Unmasked Estep 
Score: -14107177.000000 Penalty: 3457.823975
	Iteration 26Q: 3 clusters Score -1.410718e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22430 members 
Mstep: Class 2 contains 88764 members 
Entering Unmasked Estep 
Score: -14107553.000000 Penalty: 3457.823975
	Iteration 27Q: 3 clusters Score -1.410755e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 87935 members 
Entering Unmasked Estep 
Score: -14108004.000000 Penalty: 3457.823975
	Iteration 28Q: 3 clusters Score -1.4108e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24184 members 
Mstep: Class 2 contains 87010 members 
Entering Unmasked Estep 
Score: -14108501.000000 Penalty: 3457.823975
	Iteration 29Q: 3 clusters Score -1.41085e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25206 members 
Mstep: Class 2 contains 85988 members 
Entering Unmasked Estep 
Score: -14108872.000000 Penalty: 3457.823975
	Iteration 30Q: 3 clusters Score -1.410887e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26308 members 
Mstep: Class 2 contains 84886 members 
Entering Unmasked Estep 
Score: -14109370.000000 Penalty: 3457.823975
	Iteration 31Q: 3 clusters Score -1.410937e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27479 members 
Mstep: Class 2 contains 83715 members 
Entering Unmasked Estep 
Score: -14109952.000000 Penalty: 3457.823975
	Iteration 32Q: 3 clusters Score -1.410995e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28780 members 
Mstep: Class 2 contains 82414 members 
Entering Unmasked Estep 
Score: -14110489.000000 Penalty: 3457.823975
	Iteration 33Q: 3 clusters Score -1.411049e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30225 members 
Mstep: Class 2 contains 80969 members 
Entering Unmasked Estep 
Score: -14111110.000000 Penalty: 3457.823975
	Iteration 34Q: 3 clusters Score -1.411111e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31739 members 
Mstep: Class 2 contains 79455 members 
Entering Unmasked Estep 
Score: -14111705.000000 Penalty: 3457.823975
	Iteration 35Q: 3 clusters Score -1.41117e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33336 members 
Mstep: Class 2 contains 77858 members 
Entering Unmasked Estep 
Score: -14112302.000000 Penalty: 3457.823975
	Iteration 36Q: 3 clusters Score -1.41123e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34986 members 
Mstep: Class 2 contains 76208 members 
Entering Unmasked Estep 
Score: -14112718.000000 Penalty: 3457.823975
	Iteration 37Q: 3 clusters Score -1.411272e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36624 members 
Mstep: Class 2 contains 74570 members 
Entering Unmasked Estep 
Score: -14113262.000000 Penalty: 3457.823975
	Iteration 38Q: 3 clusters Score -1.411326e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38328 members 
Mstep: Class 2 contains 72866 members 
Entering Unmasked Estep 
Score: -14113665.000000 Penalty: 3457.823975
	Iteration 39Q: 3 clusters Score -1.411366e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40064 members 
Mstep: Class 2 contains 71130 members 
Entering Unmasked Estep 
Score: -14114324.000000 Penalty: 3457.823975
	Iteration 40F: 3 clusters Score -1.411432e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42455 members 
Mstep: Class 2 contains 68739 members 
Entering Unmasked Estep 
Score: -14114916.000000 Penalty: 3457.823975
	Iteration 41Q: 3 clusters Score -1.411492e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45112 members 
Mstep: Class 2 contains 66082 members 
Entering Unmasked Estep 
Score: -14115508.000000 Penalty: 3457.823975
	Iteration 42Q: 3 clusters Score -1.411551e+07 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48055 members 
Mstep: Class 2 contains 63139 members 
Entering Unmasked Estep 
Score: -14116173.000000 Penalty: 3457.823975
	Iteration 43Q: 3 clusters Score -1.411617e+07 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51041 members 
Mstep: Class 2 contains 60153 members 
Entering Unmasked Estep 
Score: -14116856.000000 Penalty: 3457.823975
	Iteration 44Q: 3 clusters Score -1.411686e+07 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53965 members 
Mstep: Class 2 contains 57229 members 
Entering Unmasked Estep 
Score: -14117454.000000 Penalty: 3457.823975
	Iteration 45Q: 3 clusters Score -1.411745e+07 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56734 members 
Mstep: Class 2 contains 54460 members 
Entering Unmasked Estep 
Score: -14118108.000000 Penalty: 3457.823975
	Iteration 46Q: 3 clusters Score -1.411811e+07 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59252 members 
Mstep: Class 2 contains 51942 members 
Entering Unmasked Estep 
Score: -14118578.000000 Penalty: 3457.823975
	Iteration 47Q: 3 clusters Score -1.411858e+07 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61511 members 
Mstep: Class 2 contains 49683 members 
Entering Unmasked Estep 
Score: -14119057.000000 Penalty: 3457.823975
	Iteration 48Q: 3 clusters Score -1.411906e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63466 members 
Mstep: Class 2 contains 47728 members 
Entering Unmasked Estep 
Score: -14119302.000000 Penalty: 3457.823975
	Iteration 49Q: 3 clusters Score -1.41193e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65058 members 
Mstep: Class 2 contains 46136 members 
Entering Unmasked Estep 
Score: -14119492.000000 Penalty: 3457.823975
	Iteration 50Q: 3 clusters Score -1.411949e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66352 members 
Mstep: Class 2 contains 44842 members 
Entering Unmasked Estep 
Score: -14119602.000000 Penalty: 3457.823975
	Iteration 51Q: 3 clusters Score -1.41196e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67364 members 
Mstep: Class 2 contains 43830 members 
Entering Unmasked Estep 
Score: -14119611.000000 Penalty: 3457.823975
	Iteration 52Q: 3 clusters Score -1.411961e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68206 members 
Mstep: Class 2 contains 42988 members 
Entering Unmasked Estep 
Score: -14119615.000000 Penalty: 3457.823975
	Iteration 53Q: 3 clusters Score -1.411962e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68835 members 
Mstep: Class 2 contains 42359 members 
Entering Unmasked Estep 
Score: -14119581.000000 Penalty: 3457.823975
	Iteration 54Q: 3 clusters Score -1.411958e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69338 members 
Mstep: Class 2 contains 41856 members 
Entering Unmasked Estep 
Score: -14119577.000000 Penalty: 3457.823975
	Iteration 55Q: 3 clusters Score -1.411958e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69721 members 
Mstep: Class 2 contains 41473 members 
Entering Unmasked Estep 
Score: -14119538.000000 Penalty: 3457.823975
	Iteration 56Q: 3 clusters Score -1.411954e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70025 members 
Mstep: Class 2 contains 41169 members 
Entering Unmasked Estep 
Score: -14119537.000000 Penalty: 3457.823975
	Iteration 57Q: 3 clusters Score -1.411954e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70259 members 
Mstep: Class 2 contains 40935 members 
Entering Unmasked Estep 
Score: -14119505.000000 Penalty: 3457.823975
	Iteration 58Q: 3 clusters Score -1.41195e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70457 members 
Mstep: Class 2 contains 40737 members 
Entering Unmasked Estep 
Score: -14119468.000000 Penalty: 3457.823975
	Iteration 59Q: 3 clusters Score -1.411947e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70605 members 
Mstep: Class 2 contains 40589 members 
Entering Unmasked Estep 
Score: -14120044.000000 Penalty: 3457.823975
	Iteration 60F: 3 clusters Score -1.412004e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71312 members 
Mstep: Class 2 contains 39882 members 
Entering Unmasked Estep 
Score: -14120118.000000 Penalty: 3457.823975
	Iteration 61Q: 3 clusters Score -1.412012e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71940 members 
Mstep: Class 2 contains 39254 members 
Entering Unmasked Estep 
Score: -14120066.000000 Penalty: 3457.823975
	Iteration 62Q: 3 clusters Score -1.412007e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72449 members 
Mstep: Class 2 contains 38745 members 
Entering Unmasked Estep 
Score: -14119945.000000 Penalty: 3457.823975
	Iteration 63Q: 3 clusters Score -1.411994e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72812 members 
Mstep: Class 2 contains 38382 members 
Entering Unmasked Estep 
Score: -14119819.000000 Penalty: 3457.823975
	Iteration 64Q: 3 clusters Score -1.411982e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73063 members 
Mstep: Class 2 contains 38131 members 
Entering Unmasked Estep 
Score: -14119692.000000 Penalty: 3457.823975
	Iteration 65Q: 3 clusters Score -1.411969e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73238 members 
Mstep: Class 2 contains 37956 members 
Entering Unmasked Estep 
Score: -14119578.000000 Penalty: 3457.823975
	Iteration 66Q: 3 clusters Score -1.411958e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73353 members 
Mstep: Class 2 contains 37841 members 
Entering Unmasked Estep 
Score: -14119459.000000 Penalty: 3457.823975
	Iteration 67Q: 3 clusters Score -1.411946e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73439 members 
Mstep: Class 2 contains 37755 members 
Entering Unmasked Estep 
Score: -14119368.000000 Penalty: 3457.823975
	Iteration 68Q: 3 clusters Score -1.411937e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73491 members 
Mstep: Class 2 contains 37703 members 
Entering Unmasked Estep 
Score: -14119330.000000 Penalty: 3457.823975
	Iteration 69Q: 3 clusters Score -1.411933e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73532 members 
Mstep: Class 2 contains 37662 members 
Entering Unmasked Estep 
Score: -14119241.000000 Penalty: 3457.823975
	Iteration 70Q: 3 clusters Score -1.411924e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73533 members 
Mstep: Class 2 contains 37661 members 
Entering Unmasked Estep 
Score: -14119203.000000 Penalty: 3457.823975
	Iteration 71Q: 3 clusters Score -1.41192e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73504 members 
Mstep: Class 2 contains 37690 members 
Entering Unmasked Estep 
Score: -14119164.000000 Penalty: 3457.823975
	Iteration 72Q: 3 clusters Score -1.411916e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73469 members 
Mstep: Class 2 contains 37725 members 
Entering Unmasked Estep 
Score: -14119134.000000 Penalty: 3457.823975
	Iteration 73Q: 3 clusters Score -1.411913e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73392 members 
Mstep: Class 2 contains 37802 members 
Entering Unmasked Estep 
Score: -14119084.000000 Penalty: 3457.823975
	Iteration 74Q: 3 clusters Score -1.411908e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73305 members 
Mstep: Class 2 contains 37889 members 
Entering Unmasked Estep 
Score: -14119056.000000 Penalty: 3457.823975
	Iteration 75Q: 3 clusters Score -1.411906e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73217 members 
Mstep: Class 2 contains 37977 members 
Entering Unmasked Estep 
Score: -14119059.000000 Penalty: 3457.823975
	Iteration 76Q: 3 clusters Score -1.411906e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73118 members 
Mstep: Class 2 contains 38076 members 
Entering Unmasked Estep 
Score: -14119022.000000 Penalty: 3457.823975
	Iteration 77Q: 3 clusters Score -1.411902e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73024 members 
Mstep: Class 2 contains 38170 members 
Entering Unmasked Estep 
Score: -14119013.000000 Penalty: 3457.823975
	Iteration 78Q: 3 clusters Score -1.411901e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72907 members 
Mstep: Class 2 contains 38287 members 
Entering Unmasked Estep 
Score: -14119034.000000 Penalty: 3457.823975
	Iteration 79Q: 3 clusters Score -1.411903e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72787 members 
Mstep: Class 2 contains 38407 members 
Entering Unmasked Estep 
Score: -14119061.000000 Penalty: 3457.823975
	Iteration 80F: 3 clusters Score -1.411906e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72671 members 
Mstep: Class 2 contains 38523 members 
Entering Unmasked Estep 
Score: -14119064.000000 Penalty: 3457.823975
	Iteration 81Q: 3 clusters Score -1.411906e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72553 members 
Mstep: Class 2 contains 38641 members 
Entering Unmasked Estep 
Score: -14119082.000000 Penalty: 3457.823975
	Iteration 82Q: 3 clusters Score -1.411908e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72422 members 
Mstep: Class 2 contains 38772 members 
Entering Unmasked Estep 
Score: -14119105.000000 Penalty: 3457.823975
	Iteration 83Q: 3 clusters Score -1.41191e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72302 members 
Mstep: Class 2 contains 38892 members 
Entering Unmasked Estep 
Score: -14119096.000000 Penalty: 3457.823975
	Iteration 84Q: 3 clusters Score -1.41191e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72200 members 
Mstep: Class 2 contains 38994 members 
Entering Unmasked Estep 
Score: -14119108.000000 Penalty: 3457.823975
	Iteration 85Q: 3 clusters Score -1.411911e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72107 members 
Mstep: Class 2 contains 39087 members 
Entering Unmasked Estep 
Score: -14119133.000000 Penalty: 3457.823975
	Iteration 86Q: 3 clusters Score -1.411913e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72022 members 
Mstep: Class 2 contains 39172 members 
Entering Unmasked Estep 
Score: -14119131.000000 Penalty: 3457.823975
	Iteration 87Q: 3 clusters Score -1.411913e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71927 members 
Mstep: Class 2 contains 39267 members 
Entering Unmasked Estep 
Score: -14119113.000000 Penalty: 3457.823975
	Iteration 88Q: 3 clusters Score -1.411911e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71825 members 
Mstep: Class 2 contains 39369 members 
Entering Unmasked Estep 
Score: -14119113.000000 Penalty: 3457.823975
	Iteration 89Q: 3 clusters Score -1.411911e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71718 members 
Mstep: Class 2 contains 39476 members 
Entering Unmasked Estep 
Score: -14119086.000000 Penalty: 3457.823975
	Iteration 90Q: 3 clusters Score -1.411909e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71613 members 
Mstep: Class 2 contains 39581 members 
Entering Unmasked Estep 
Score: -14119131.000000 Penalty: 3457.823975
	Iteration 91Q: 3 clusters Score -1.411913e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71518 members 
Mstep: Class 2 contains 39676 members 
Entering Unmasked Estep 
Score: -14119175.000000 Penalty: 3457.823975
	Iteration 92Q: 3 clusters Score -1.411918e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71432 members 
Mstep: Class 2 contains 39762 members 
Entering Unmasked Estep 
Score: -14119185.000000 Penalty: 3457.823975
	Iteration 93Q: 3 clusters Score -1.411918e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71380 members 
Mstep: Class 2 contains 39814 members 
Entering Unmasked Estep 
Score: -14119193.000000 Penalty: 3457.823975
	Iteration 94Q: 3 clusters Score -1.411919e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71318 members 
Mstep: Class 2 contains 39876 members 
Entering Unmasked Estep 
Score: -14119208.000000 Penalty: 3457.823975
	Iteration 95Q: 3 clusters Score -1.411921e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71257 members 
Mstep: Class 2 contains 39937 members 
Entering Unmasked Estep 
Score: -14119205.000000 Penalty: 3457.823975
	Iteration 96Q: 3 clusters Score -1.41192e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71202 members 
Mstep: Class 2 contains 39992 members 
Entering Unmasked Estep 
Score: -14119188.000000 Penalty: 3457.823975
	Iteration 97Q: 3 clusters Score -1.411919e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71136 members 
Mstep: Class 2 contains 40058 members 
Entering Unmasked Estep 
Score: -14119212.000000 Penalty: 3457.823975
	Iteration 98Q: 3 clusters Score -1.411921e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71054 members 
Mstep: Class 2 contains 40140 members 
Entering Unmasked Estep 
Score: -14119187.000000 Penalty: 3457.823975
	Iteration 99Q: 3 clusters Score -1.411919e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70977 members 
Mstep: Class 2 contains 40217 members 
Entering Unmasked Estep 
Score: -14119187.000000 Penalty: 3457.823975
	Iteration 100F: 3 clusters Score -1.411919e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70909 members 
Mstep: Class 2 contains 40285 members 
Entering Unmasked Estep 
Score: -14119208.000000 Penalty: 3457.823975
	Iteration 101Q: 3 clusters Score -1.411921e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70833 members 
Mstep: Class 2 contains 40361 members 
Entering Unmasked Estep 
Score: -14119242.000000 Penalty: 3457.823975
	Iteration 102Q: 3 clusters Score -1.411924e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70772 members 
Mstep: Class 2 contains 40422 members 
Entering Unmasked Estep 
Score: -14119265.000000 Penalty: 3457.823975
	Iteration 103Q: 3 clusters Score -1.411926e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70707 members 
Mstep: Class 2 contains 40487 members 
Entering Unmasked Estep 
Score: -14119261.000000 Penalty: 3457.823975
	Iteration 104Q: 3 clusters Score -1.411926e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70635 members 
Mstep: Class 2 contains 40559 members 
Entering Unmasked Estep 
Score: -14119300.000000 Penalty: 3457.823975
	Iteration 105Q: 3 clusters Score -1.41193e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70588 members 
Mstep: Class 2 contains 40606 members 
Entering Unmasked Estep 
Score: -14119309.000000 Penalty: 3457.823975
	Iteration 106Q: 3 clusters Score -1.411931e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70532 members 
Mstep: Class 2 contains 40662 members 
Entering Unmasked Estep 
Score: -14119323.000000 Penalty: 3457.823975
	Iteration 107Q: 3 clusters Score -1.411932e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70469 members 
Mstep: Class 2 contains 40725 members 
Entering Unmasked Estep 
Score: -14119347.000000 Penalty: 3457.823975
	Iteration 108Q: 3 clusters Score -1.411935e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70399 members 
Mstep: Class 2 contains 40795 members 
Entering Unmasked Estep 
Score: -14119374.000000 Penalty: 3457.823975
	Iteration 109Q: 3 clusters Score -1.411937e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70322 members 
Mstep: Class 2 contains 40872 members 
Entering Unmasked Estep 
Score: -14119419.000000 Penalty: 3457.823975
	Iteration 110Q: 3 clusters Score -1.411942e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70257 members 
Mstep: Class 2 contains 40937 members 
Entering Unmasked Estep 
Score: -14119469.000000 Penalty: 3457.823975
	Iteration 111Q: 3 clusters Score -1.411947e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70175 members 
Mstep: Class 2 contains 41019 members 
Entering Unmasked Estep 
Score: -14119491.000000 Penalty: 3457.823975
	Iteration 112Q: 3 clusters Score -1.411949e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70085 members 
Mstep: Class 2 contains 41109 members 
Entering Unmasked Estep 
Score: -14119508.000000 Penalty: 3457.823975
	Iteration 113Q: 3 clusters Score -1.411951e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69994 members 
Mstep: Class 2 contains 41200 members 
Entering Unmasked Estep 
Score: -14119513.000000 Penalty: 3457.823975
	Iteration 114Q: 3 clusters Score -1.411951e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69931 members 
Mstep: Class 2 contains 41263 members 
Entering Unmasked Estep 
Score: -14119546.000000 Penalty: 3457.823975
	Iteration 115Q: 3 clusters Score -1.411955e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69870 members 
Mstep: Class 2 contains 41324 members 
Entering Unmasked Estep 
Score: -14119582.000000 Penalty: 3457.823975
	Iteration 116Q: 3 clusters Score -1.411958e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69837 members 
Mstep: Class 2 contains 41357 members 
Entering Unmasked Estep 
Score: -14119585.000000 Penalty: 3457.823975
	Iteration 117Q: 3 clusters Score -1.411958e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69803 members 
Mstep: Class 2 contains 41391 members 
Entering Unmasked Estep 
Score: -14119587.000000 Penalty: 3457.823975
	Iteration 118Q: 3 clusters Score -1.411959e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69781 members 
Mstep: Class 2 contains 41413 members 
Entering Unmasked Estep 
Score: -14119590.000000 Penalty: 3457.823975
	Iteration 119Q: 3 clusters Score -1.411959e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69750 members 
Mstep: Class 2 contains 41444 members 
Entering Unmasked Estep 
Score: -14119594.000000 Penalty: 3457.823975
	Iteration 120F: 3 clusters Score -1.411959e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69726 members 
Mstep: Class 2 contains 41468 members 
Entering Unmasked Estep 
Score: -14119627.000000 Penalty: 3457.823975
	Iteration 121Q: 3 clusters Score -1.411963e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69712 members 
Mstep: Class 2 contains 41482 members 
Entering Unmasked Estep 
Score: -14119626.000000 Penalty: 3457.823975
	Iteration 122Q: 3 clusters Score -1.411963e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69692 members 
Mstep: Class 2 contains 41502 members 
Entering Unmasked Estep 
Score: -14119643.000000 Penalty: 3457.823975
	Iteration 123Q: 3 clusters Score -1.411964e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69679 members 
Mstep: Class 2 contains 41515 members 
Entering Unmasked Estep 
Score: -14119633.000000 Penalty: 3457.823975
	Iteration 124Q: 3 clusters Score -1.411963e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69673 members 
Mstep: Class 2 contains 41521 members 
Entering Unmasked Estep 
Score: -14119645.000000 Penalty: 3457.823975
	Iteration 125Q: 3 clusters Score -1.411964e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69666 members 
Mstep: Class 2 contains 41528 members 
Entering Unmasked Estep 
Score: -14119647.000000 Penalty: 3457.823975
	Iteration 126Q: 3 clusters Score -1.411965e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69659 members 
Mstep: Class 2 contains 41535 members 
Entering Unmasked Estep 
Score: -14119631.000000 Penalty: 3457.823975
	Iteration 127Q: 3 clusters Score -1.411963e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69651 members 
Mstep: Class 2 contains 41543 members 
Entering Unmasked Estep 
Score: -14119630.000000 Penalty: 3457.823975
	Iteration 128Q: 3 clusters Score -1.411963e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69645 members 
Mstep: Class 2 contains 41549 members 
Entering Unmasked Estep 
Score: -14119629.000000 Penalty: 3457.823975
	Iteration 129Q: 3 clusters Score -1.411963e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69638 members 
Mstep: Class 2 contains 41556 members 
Entering Unmasked Estep 
Score: -14119622.000000 Penalty: 3457.823975
	Iteration 130Q: 3 clusters Score -1.411962e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69631 members 
Mstep: Class 2 contains 41563 members 
Entering Unmasked Estep 
Score: -14119623.000000 Penalty: 3457.823975
	Iteration 131Q: 3 clusters Score -1.411962e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69620 members 
Mstep: Class 2 contains 41574 members 
Entering Unmasked Estep 
Score: -14119638.000000 Penalty: 3457.823975
	Iteration 132Q: 3 clusters Score -1.411964e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69610 members 
Mstep: Class 2 contains 41584 members 
Entering Unmasked Estep 
Score: -14119650.000000 Penalty: 3457.823975
	Iteration 133Q: 3 clusters Score -1.411965e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69603 members 
Mstep: Class 2 contains 41591 members 
Entering Unmasked Estep 
Score: -14119630.000000 Penalty: 3457.823975
	Iteration 134Q: 3 clusters Score -1.411963e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69596 members 
Mstep: Class 2 contains 41598 members 
Entering Unmasked Estep 
Score: -14119652.000000 Penalty: 3457.823975
	Iteration 135Q: 3 clusters Score -1.411965e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69586 members 
Mstep: Class 2 contains 41608 members 
Entering Unmasked Estep 
Score: -14119651.000000 Penalty: 3457.823975
	Iteration 136Q: 3 clusters Score -1.411965e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69572 members 
Mstep: Class 2 contains 41622 members 
Entering Unmasked Estep 
Score: -14119652.000000 Penalty: 3457.823975
	Iteration 137Q: 3 clusters Score -1.411965e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69565 members 
Mstep: Class 2 contains 41629 members 
Entering Unmasked Estep 
Score: -14119643.000000 Penalty: 3457.823975
	Iteration 138Q: 3 clusters Score -1.411964e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69557 members 
Mstep: Class 2 contains 41637 members 
Entering Unmasked Estep 
Score: -14119641.000000 Penalty: 3457.823975
	Iteration 139Q: 3 clusters Score -1.411964e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69548 members 
Mstep: Class 2 contains 41646 members 
Entering Unmasked Estep 
Score: -14119634.000000 Penalty: 3457.823975
	Iteration 140F: 3 clusters Score -1.411963e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69546 members 
Mstep: Class 2 contains 41648 members 
Entering Unmasked Estep 
Score: -14119654.000000 Penalty: 3457.823975
	Iteration 141Q: 3 clusters Score -1.411965e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69544 members 
Mstep: Class 2 contains 41650 members 
Entering Unmasked Estep 
Score: -14119646.000000 Penalty: 3457.823975
	Iteration 142Q: 3 clusters Score -1.411965e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69544 members 
Mstep: Class 2 contains 41650 members 
Entering Unmasked Estep 
Score: -14119647.000000 Penalty: 3457.823975
	Iteration 143Q: 3 clusters Score -1.411965e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69545 members 
Mstep: Class 2 contains 41649 members 
Entering Unmasked Estep 
Score: -14119649.000000 Penalty: 3457.823975
	Iteration 144Q: 3 clusters Score -1.411965e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69545 members 
Mstep: Class 2 contains 41649 members 
Entering Unmasked Estep 
Score: -14119663.000000 Penalty: 3457.823975
	Iteration 145Q: 3 clusters Score -1.411966e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69545 members 
Mstep: Class 2 contains 41649 members 
Entering Unmasked Estep 
Score: -14119667.000000 Penalty: 3457.823975
	Iteration 146Q: 3 clusters Score -1.411967e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69540 members 
Mstep: Class 2 contains 41654 members 
Entering Unmasked Estep 
Score: -14119670.000000 Penalty: 3457.823975
	Iteration 147Q: 3 clusters Score -1.411967e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69538 members 
Mstep: Class 2 contains 41656 members 
Entering Unmasked Estep 
Score: -14119664.000000 Penalty: 3457.823975
	Iteration 148Q: 3 clusters Score -1.411966e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69539 members 
Mstep: Class 2 contains 41655 members 
Entering Unmasked Estep 
Score: -14119654.000000 Penalty: 3457.823975
	Iteration 149Q: 3 clusters Score -1.411965e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69538 members 
Mstep: Class 2 contains 41656 members 
Entering Unmasked Estep 
Score: -14119652.000000 Penalty: 3457.823975
	Iteration 150Q: 3 clusters Score -1.411965e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69539 members 
Mstep: Class 2 contains 41655 members 
Entering Unmasked Estep 
Score: -14119656.000000 Penalty: 3457.823975
	Iteration 151Q: 3 clusters Score -1.411966e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69539 members 
Mstep: Class 2 contains 41655 members 
Entering Unmasked Estep 
Score: -14119656.000000 Penalty: 3457.823975
	Iteration 152F: 3 clusters Score -1.411966e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 69539 members 
Mstep: Class 2 contains 43532 members 
Mstep: Class 3 contains 87905 members 
Mstep: Class 4 contains 2836 members 
Mstep: Class 5 contains 67117 members 
Mstep: Class 6 contains 61346 members 
Mstep: Class 7 contains 6952 members 
Mstep: Class 8 contains 5073 members 
Mstep: Class 9 contains 9737 members 
Mstep: Class 10 contains 11957 members 
Mstep: Class 11 contains 9221 members 
Mstep: Class 12 contains 2722 members 
Mstep: Class 13 contains 11118 members 
Mstep: Class 14 contains 1121 members 
Mstep: Class 15 contains 11029 members 
Mstep: Class 16 contains 1116 members 
Mstep: Class 17 contains 26203 members 
Mstep: Class 18 contains 24219 members 
Mstep: Class 19 contains 16914 members 
Mstep: Class 20 contains 35415 members 
Mstep: Class 21 contains 43840 members 
Mstep: Class 22 contains 7756 members 
Mstep: Class 23 contains 44518 members 
Mstep: Class 24 contains 7265 members 
Mstep: Class 25 contains 14864 members 
Mstep: Class 26 contains 1934 members 
Mstep: Class 27 contains 41655 members 
Entering Unmasked Estep 
Score: -80936536.000000 Penalty: 53877.671875
Splitting cluster 1 changes total score from -80918728.000000 to -80936536.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 2 (43532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43532 members 
Entering Unmasked Estep 
Score: -5350629.500000 Penalty: 1589.370239
	Iteration 0F: 2 clusters Score -5350630 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 21842 members 
Entering Unmasked Estep 
Score: -5322347.500000 Penalty: 3178.740479
	Iteration 0F: 3 clusters Score -5322348 nChanged 20028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 22452 members 
Entering Unmasked Estep 
Score: -5333735.000000 Penalty: 3178.740479
	Iteration 1F: 3 clusters Score -5333735 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 22809 members 
Entering Unmasked Estep 
Score: -5334382.500000 Penalty: 3178.740479
	Iteration 2Q: 3 clusters Score -5334382 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 23367 members 
Entering Unmasked Estep 
Score: -5335070.500000 Penalty: 3178.740479
	Iteration 3Q: 3 clusters Score -5335070 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 24183 members 
Entering Unmasked Estep 
Score: -5335772.500000 Penalty: 3178.740479
	Iteration 4Q: 3 clusters Score -5335772 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -5336565.500000 Penalty: 3178.740479
	Iteration 5Q: 3 clusters Score -5336566 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 26715 members 
Entering Unmasked Estep 
Score: -5337563.500000 Penalty: 3178.740479
	Iteration 6Q: 3 clusters Score -5337564 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 28579 members 
Entering Unmasked Estep 
Score: -5338927.500000 Penalty: 3178.740479
	Iteration 7F: 3 clusters Score -5338928 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 30738 members 
Entering Unmasked Estep 
Score: -5340512.000000 Penalty: 3178.740479
	Iteration 8F: 3 clusters Score -5340512 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 33030 members 
Entering Unmasked Estep 
Score: -5342330.500000 Penalty: 3178.740479
	Iteration 9F: 3 clusters Score -5342330 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 35176 members 
Entering Unmasked Estep 
Score: -5344074.500000 Penalty: 3178.740479
	Iteration 10F: 3 clusters Score -5344074 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 37057 members 
Entering Unmasked Estep 
Score: -5345637.500000 Penalty: 3178.740479
	Iteration 11Q: 3 clusters Score -5345638 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 38544 members 
Entering Unmasked Estep 
Score: -5346981.000000 Penalty: 3178.740479
	Iteration 12Q: 3 clusters Score -5346981 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 39603 members 
Entering Unmasked Estep 
Score: -5347925.500000 Penalty: 3178.740479
	Iteration 13Q: 3 clusters Score -5347926 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 40327 members 
Entering Unmasked Estep 
Score: -5348515.500000 Penalty: 3178.740479
	Iteration 14Q: 3 clusters Score -5348516 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 40818 members 
Entering Unmasked Estep 
Score: -5348873.000000 Penalty: 3178.740479
	Iteration 15Q: 3 clusters Score -5348873 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 41174 members 
Entering Unmasked Estep 
Score: -5349075.500000 Penalty: 3178.740479
	Iteration 16Q: 3 clusters Score -5349076 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 41430 members 
Entering Unmasked Estep 
Score: -5349220.000000 Penalty: 3178.740479
	Iteration 17Q: 3 clusters Score -5349220 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 41635 members 
Entering Unmasked Estep 
Score: -5349312.500000 Penalty: 3178.740479
	Iteration 18Q: 3 clusters Score -5349312 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 41795 members 
Entering Unmasked Estep 
Score: -5349400.000000 Penalty: 3178.740479
	Iteration 19Q: 3 clusters Score -5349400 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 41916 members 
Entering Unmasked Estep 
Score: -5349463.500000 Penalty: 3178.740479
	Iteration 20F: 3 clusters Score -5349464 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 42018 members 
Entering Unmasked Estep 
Score: -5349502.500000 Penalty: 3178.740479
	Iteration 21Q: 3 clusters Score -5349502 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 42089 members 
Entering Unmasked Estep 
Score: -5349538.000000 Penalty: 3178.740479
	Iteration 22Q: 3 clusters Score -5349538 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 42147 members 
Entering Unmasked Estep 
Score: -5349568.500000 Penalty: 3178.740479
	Iteration 23Q: 3 clusters Score -5349568 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 42195 members 
Entering Unmasked Estep 
Score: -5349580.000000 Penalty: 3178.740479
	Iteration 24Q: 3 clusters Score -5349580 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 42233 members 
Entering Unmasked Estep 
Score: -5349590.500000 Penalty: 3178.740479
	Iteration 25Q: 3 clusters Score -5349590 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 42263 members 
Entering Unmasked Estep 
Score: -5349589.000000 Penalty: 3178.740479
	Iteration 26Q: 3 clusters Score -5349589 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 42298 members 
Entering Unmasked Estep 
Score: -5349618.000000 Penalty: 3178.740479
	Iteration 27Q: 3 clusters Score -5349618 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 42326 members 
Entering Unmasked Estep 
Score: -5349619.000000 Penalty: 3178.740479
	Iteration 28Q: 3 clusters Score -5349619 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 42357 members 
Entering Unmasked Estep 
Score: -5349643.500000 Penalty: 3178.740479
	Iteration 29Q: 3 clusters Score -5349644 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 42390 members 
Entering Unmasked Estep 
Score: -5349683.000000 Penalty: 3178.740479
	Iteration 30Q: 3 clusters Score -5349683 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 42418 members 
Entering Unmasked Estep 
Score: -5349688.500000 Penalty: 3178.740479
	Iteration 31Q: 3 clusters Score -5349688 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 42436 members 
Entering Unmasked Estep 
Score: -5349694.500000 Penalty: 3178.740479
	Iteration 32Q: 3 clusters Score -5349694 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 42451 members 
Entering Unmasked Estep 
Score: -5349696.000000 Penalty: 3178.740479
	Iteration 33Q: 3 clusters Score -5349696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 42462 members 
Entering Unmasked Estep 
Score: -5349699.000000 Penalty: 3178.740479
	Iteration 34Q: 3 clusters Score -5349699 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 42471 members 
Entering Unmasked Estep 
Score: -5349706.000000 Penalty: 3178.740479
	Iteration 35Q: 3 clusters Score -5349706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 42475 members 
Entering Unmasked Estep 
Score: -5349704.500000 Penalty: 3178.740479
	Iteration 36Q: 3 clusters Score -5349704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 42479 members 
Entering Unmasked Estep 
Score: -5349715.000000 Penalty: 3178.740479
	Iteration 37Q: 3 clusters Score -5349715 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 42490 members 
Entering Unmasked Estep 
Score: -5349713.000000 Penalty: 3178.740479
	Iteration 38Q: 3 clusters Score -5349713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 42491 members 
Entering Unmasked Estep 
Score: -5349705.500000 Penalty: 3178.740479
	Iteration 39Q: 3 clusters Score -5349706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 42495 members 
Entering Unmasked Estep 
Score: -5349710.500000 Penalty: 3178.740479
	Iteration 40F: 3 clusters Score -5349710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 42499 members 
Entering Unmasked Estep 
Score: -5349711.000000 Penalty: 3178.740479
	Iteration 41Q: 3 clusters Score -5349711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 42503 members 
Entering Unmasked Estep 
Score: -5349722.000000 Penalty: 3178.740479
	Iteration 42Q: 3 clusters Score -5349722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 42504 members 
Entering Unmasked Estep 
Score: -5349718.500000 Penalty: 3178.740479
	Iteration 43Q: 3 clusters Score -5349718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 42508 members 
Entering Unmasked Estep 
Score: -5349721.500000 Penalty: 3178.740479
	Iteration 44Q: 3 clusters Score -5349722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 42509 members 
Entering Unmasked Estep 
Score: -5349721.500000 Penalty: 3178.740479
	Iteration 45Q: 3 clusters Score -5349722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 42511 members 
Entering Unmasked Estep 
Score: -5349725.000000 Penalty: 3178.740479
	Iteration 46Q: 3 clusters Score -5349725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 42512 members 
Entering Unmasked Estep 
Score: -5349720.000000 Penalty: 3178.740479
	Iteration 47Q: 3 clusters Score -5349720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 42512 members 
Entering Unmasked Estep 
Score: -5349720.000000 Penalty: 3178.740479
	Iteration 48F: 3 clusters Score -5349720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (87905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87905 members 
Entering Unmasked Estep 
Score: -11170410.000000 Penalty: 1693.941040
	Iteration 0F: 2 clusters Score -1.117041e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44170 members 
Mstep: Class 2 contains 43735 members 
Entering Unmasked Estep 
Score: -11124746.000000 Penalty: 3387.882080
	Iteration 0F: 3 clusters Score -1.112475e+07 nChanged 41524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46128 members 
Mstep: Class 2 contains 41777 members 
Entering Unmasked Estep 
Score: -11148101.000000 Penalty: 3387.882080
	Iteration 1F: 3 clusters Score -1.11481e+07 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47082 members 
Mstep: Class 2 contains 40823 members 
Entering Unmasked Estep 
Score: -11148748.000000 Penalty: 3387.882080
	Iteration 2Q: 3 clusters Score -1.114875e+07 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48343 members 
Mstep: Class 2 contains 39562 members 
Entering Unmasked Estep 
Score: -11149545.000000 Penalty: 3387.882080
	Iteration 3Q: 3 clusters Score -1.114954e+07 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49927 members 
Mstep: Class 2 contains 37978 members 
Entering Unmasked Estep 
Score: -11150556.000000 Penalty: 3387.882080
	Iteration 4Q: 3 clusters Score -1.115056e+07 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51939 members 
Mstep: Class 2 contains 35966 members 
Entering Unmasked Estep 
Score: -11151827.000000 Penalty: 3387.882080
	Iteration 5Q: 3 clusters Score -1.115183e+07 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54412 members 
Mstep: Class 2 contains 33493 members 
Entering Unmasked Estep 
Score: -11153457.000000 Penalty: 3387.882080
	Iteration 6Q: 3 clusters Score -1.115346e+07 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56980 members 
Mstep: Class 2 contains 30925 members 
Entering Unmasked Estep 
Score: -11155688.000000 Penalty: 3387.882080
	Iteration 7F: 3 clusters Score -1.115569e+07 nChanged 4998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59110 members 
Mstep: Class 2 contains 28795 members 
Entering Unmasked Estep 
Score: -11158409.000000 Penalty: 3387.882080
	Iteration 8F: 3 clusters Score -1.115841e+07 nChanged 5064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60248 members 
Mstep: Class 2 contains 27657 members 
Entering Unmasked Estep 
Score: -11161384.000000 Penalty: 3387.882080
	Iteration 9F: 3 clusters Score -1.116138e+07 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60158 members 
Mstep: Class 2 contains 27747 members 
Entering Unmasked Estep 
Score: -11163505.000000 Penalty: 3387.882080
	Iteration 10F: 3 clusters Score -1.11635e+07 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59328 members 
Mstep: Class 2 contains 28577 members 
Entering Unmasked Estep 
Score: -11164328.000000 Penalty: 3387.882080
	Iteration 11Q: 3 clusters Score -1.116433e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58126 members 
Mstep: Class 2 contains 29779 members 
Entering Unmasked Estep 
Score: -11164541.000000 Penalty: 3387.882080
	Iteration 12Q: 3 clusters Score -1.116454e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56818 members 
Mstep: Class 2 contains 31087 members 
Entering Unmasked Estep 
Score: -11164619.000000 Penalty: 3387.882080
	Iteration 13Q: 3 clusters Score -1.116462e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55432 members 
Mstep: Class 2 contains 32473 members 
Entering Unmasked Estep 
Score: -11164628.000000 Penalty: 3387.882080
	Iteration 14Q: 3 clusters Score -1.116463e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53968 members 
Mstep: Class 2 contains 33937 members 
Entering Unmasked Estep 
Score: -11164648.000000 Penalty: 3387.882080
	Iteration 15Q: 3 clusters Score -1.116465e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52515 members 
Mstep: Class 2 contains 35390 members 
Entering Unmasked Estep 
Score: -11164798.000000 Penalty: 3387.882080
	Iteration 16Q: 3 clusters Score -1.11648e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51036 members 
Mstep: Class 2 contains 36869 members 
Entering Unmasked Estep 
Score: -11164961.000000 Penalty: 3387.882080
	Iteration 17Q: 3 clusters Score -1.116496e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49313 members 
Mstep: Class 2 contains 38592 members 
Entering Unmasked Estep 
Score: -11165095.000000 Penalty: 3387.882080
	Iteration 18Q: 3 clusters Score -1.11651e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47146 members 
Mstep: Class 2 contains 40759 members 
Entering Unmasked Estep 
Score: -11165207.000000 Penalty: 3387.882080
	Iteration 19Q: 3 clusters Score -1.116521e+07 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44603 members 
Mstep: Class 2 contains 43302 members 
Entering Unmasked Estep 
Score: -11165335.000000 Penalty: 3387.882080
	Iteration 20F: 3 clusters Score -1.116534e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41762 members 
Mstep: Class 2 contains 46143 members 
Entering Unmasked Estep 
Score: -11165447.000000 Penalty: 3387.882080
	Iteration 21Q: 3 clusters Score -1.116545e+07 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38568 members 
Mstep: Class 2 contains 49337 members 
Entering Unmasked Estep 
Score: -11165554.000000 Penalty: 3387.882080
	Iteration 22Q: 3 clusters Score -1.116555e+07 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35317 members 
Mstep: Class 2 contains 52588 members 
Entering Unmasked Estep 
Score: -11165729.000000 Penalty: 3387.882080
	Iteration 23Q: 3 clusters Score -1.116573e+07 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32066 members 
Mstep: Class 2 contains 55839 members 
Entering Unmasked Estep 
Score: -11166089.000000 Penalty: 3387.882080
	Iteration 24Q: 3 clusters Score -1.116609e+07 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28552 members 
Mstep: Class 2 contains 59353 members 
Entering Unmasked Estep 
Score: -11166781.000000 Penalty: 3387.882080
	Iteration 25Q: 3 clusters Score -1.116678e+07 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25024 members 
Mstep: Class 2 contains 62881 members 
Entering Unmasked Estep 
Score: -11167552.000000 Penalty: 3387.882080
	Iteration 26Q: 3 clusters Score -1.116755e+07 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21601 members 
Mstep: Class 2 contains 66304 members 
Entering Unmasked Estep 
Score: -11168455.000000 Penalty: 3387.882080
	Iteration 27Q: 3 clusters Score -1.116846e+07 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 69498 members 
Entering Unmasked Estep 
Score: -11169224.000000 Penalty: 3387.882080
	Iteration 28Q: 3 clusters Score -1.116922e+07 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 72215 members 
Entering Unmasked Estep 
Score: -11169630.000000 Penalty: 3387.882080
	Iteration 29Q: 3 clusters Score -1.116963e+07 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 74481 members 
Entering Unmasked Estep 
Score: -11169667.000000 Penalty: 3387.882080
	Iteration 30Q: 3 clusters Score -1.116967e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 76261 members 
Entering Unmasked Estep 
Score: -11169732.000000 Penalty: 3387.882080
	Iteration 31Q: 3 clusters Score -1.116973e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 77647 members 
Entering Unmasked Estep 
Score: -11169634.000000 Penalty: 3387.882080
	Iteration 32Q: 3 clusters Score -1.116963e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 78709 members 
Entering Unmasked Estep 
Score: -11169528.000000 Penalty: 3387.882080
	Iteration 33Q: 3 clusters Score -1.116953e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 79546 members 
Entering Unmasked Estep 
Score: -11169468.000000 Penalty: 3387.882080
	Iteration 34Q: 3 clusters Score -1.116947e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 80237 members 
Entering Unmasked Estep 
Score: -11169278.000000 Penalty: 3387.882080
	Iteration 35Q: 3 clusters Score -1.116928e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 80816 members 
Entering Unmasked Estep 
Score: -11169187.000000 Penalty: 3387.882080
	Iteration 36Q: 3 clusters Score -1.116919e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 81301 members 
Entering Unmasked Estep 
Score: -11169003.000000 Penalty: 3387.882080
	Iteration 37Q: 3 clusters Score -1.1169e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 81712 members 
Entering Unmasked Estep 
Score: -11168960.000000 Penalty: 3387.882080
	Iteration 38Q: 3 clusters Score -1.116896e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 82083 members 
Entering Unmasked Estep 
Score: -11168955.000000 Penalty: 3387.882080
	Iteration 39Q: 3 clusters Score -1.116896e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 82430 members 
Entering Unmasked Estep 
Score: -11169783.000000 Penalty: 3387.882080
	Iteration 40F: 3 clusters Score -1.116978e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 83505 members 
Entering Unmasked Estep 
Score: -11169771.000000 Penalty: 3387.882080
	Iteration 41Q: 3 clusters Score -1.116977e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 84254 members 
Entering Unmasked Estep 
Score: -11169697.000000 Penalty: 3387.882080
	Iteration 42Q: 3 clusters Score -1.11697e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 84805 members 
Entering Unmasked Estep 
Score: -11169570.000000 Penalty: 3387.882080
	Iteration 43Q: 3 clusters Score -1.116957e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 85192 members 
Entering Unmasked Estep 
Score: -11169552.000000 Penalty: 3387.882080
	Iteration 44Q: 3 clusters Score -1.116955e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 85481 members 
Entering Unmasked Estep 
Score: -11169529.000000 Penalty: 3387.882080
	Iteration 45Q: 3 clusters Score -1.116953e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 85712 members 
Entering Unmasked Estep 
Score: -11169543.000000 Penalty: 3387.882080
	Iteration 46Q: 3 clusters Score -1.116954e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 85892 members 
Entering Unmasked Estep 
Score: -11169532.000000 Penalty: 3387.882080
	Iteration 47Q: 3 clusters Score -1.116953e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 86020 members 
Entering Unmasked Estep 
Score: -11169512.000000 Penalty: 3387.882080
	Iteration 48Q: 3 clusters Score -1.116951e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 86130 members 
Entering Unmasked Estep 
Score: -11169522.000000 Penalty: 3387.882080
	Iteration 49Q: 3 clusters Score -1.116952e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 86219 members 
Entering Unmasked Estep 
Score: -11169536.000000 Penalty: 3387.882080
	Iteration 50Q: 3 clusters Score -1.116954e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 86278 members 
Entering Unmasked Estep 
Score: -11169546.000000 Penalty: 3387.882080
	Iteration 51Q: 3 clusters Score -1.116955e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 86339 members 
Entering Unmasked Estep 
Score: -11169543.000000 Penalty: 3387.882080
	Iteration 52Q: 3 clusters Score -1.116954e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 86387 members 
Entering Unmasked Estep 
Score: -11169538.000000 Penalty: 3387.882080
	Iteration 53Q: 3 clusters Score -1.116954e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 86415 members 
Entering Unmasked Estep 
Score: -11169529.000000 Penalty: 3387.882080
	Iteration 54Q: 3 clusters Score -1.116953e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 86442 members 
Entering Unmasked Estep 
Score: -11169548.000000 Penalty: 3387.882080
	Iteration 55Q: 3 clusters Score -1.116955e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 86471 members 
Entering Unmasked Estep 
Score: -11169563.000000 Penalty: 3387.882080
	Iteration 56Q: 3 clusters Score -1.116956e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 86483 members 
Entering Unmasked Estep 
Score: -11169579.000000 Penalty: 3387.882080
	Iteration 57Q: 3 clusters Score -1.116958e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 86496 members 
Entering Unmasked Estep 
Score: -11169586.000000 Penalty: 3387.882080
	Iteration 58Q: 3 clusters Score -1.116959e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 86504 members 
Entering Unmasked Estep 
Score: -11169590.000000 Penalty: 3387.882080
	Iteration 59Q: 3 clusters Score -1.116959e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 86514 members 
Entering Unmasked Estep 
Score: -11169593.000000 Penalty: 3387.882080
	Iteration 60F: 3 clusters Score -1.116959e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 86527 members 
Entering Unmasked Estep 
Score: -11169594.000000 Penalty: 3387.882080
	Iteration 61Q: 3 clusters Score -1.116959e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 86537 members 
Entering Unmasked Estep 
Score: -11169595.000000 Penalty: 3387.882080
	Iteration 62Q: 3 clusters Score -1.11696e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 86551 members 
Entering Unmasked Estep 
Score: -11169598.000000 Penalty: 3387.882080
	Iteration 63Q: 3 clusters Score -1.11696e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 86558 members 
Entering Unmasked Estep 
Score: -11169580.000000 Penalty: 3387.882080
	Iteration 64Q: 3 clusters Score -1.116958e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 86569 members 
Entering Unmasked Estep 
Score: -11169584.000000 Penalty: 3387.882080
	Iteration 65Q: 3 clusters Score -1.116958e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 86581 members 
Entering Unmasked Estep 
Score: -11169590.000000 Penalty: 3387.882080
	Iteration 66Q: 3 clusters Score -1.116959e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 86590 members 
Entering Unmasked Estep 
Score: -11169596.000000 Penalty: 3387.882080
	Iteration 67Q: 3 clusters Score -1.11696e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 86598 members 
Entering Unmasked Estep 
Score: -11169601.000000 Penalty: 3387.882080
	Iteration 68Q: 3 clusters Score -1.11696e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 86607 members 
Entering Unmasked Estep 
Score: -11169587.000000 Penalty: 3387.882080
	Iteration 69Q: 3 clusters Score -1.116959e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 86617 members 
Entering Unmasked Estep 
Score: -11169596.000000 Penalty: 3387.882080
	Iteration 70Q: 3 clusters Score -1.11696e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 86622 members 
Entering Unmasked Estep 
Score: -11169596.000000 Penalty: 3387.882080
	Iteration 71Q: 3 clusters Score -1.11696e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 86629 members 
Entering Unmasked Estep 
Score: -11169604.000000 Penalty: 3387.882080
	Iteration 72Q: 3 clusters Score -1.11696e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 86635 members 
Entering Unmasked Estep 
Score: -11169597.000000 Penalty: 3387.882080
	Iteration 73Q: 3 clusters Score -1.11696e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 86642 members 
Entering Unmasked Estep 
Score: -11169594.000000 Penalty: 3387.882080
	Iteration 74Q: 3 clusters Score -1.116959e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 86648 members 
Entering Unmasked Estep 
Score: -11169598.000000 Penalty: 3387.882080
	Iteration 75Q: 3 clusters Score -1.11696e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 86654 members 
Entering Unmasked Estep 
Score: -11169587.000000 Penalty: 3387.882080
	Iteration 76Q: 3 clusters Score -1.116959e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 86663 members 
Entering Unmasked Estep 
Score: -11169594.000000 Penalty: 3387.882080
	Iteration 77Q: 3 clusters Score -1.116959e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 86667 members 
Entering Unmasked Estep 
Score: -11169591.000000 Penalty: 3387.882080
	Iteration 78Q: 3 clusters Score -1.116959e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 86671 members 
Entering Unmasked Estep 
Score: -11169591.000000 Penalty: 3387.882080
	Iteration 79Q: 3 clusters Score -1.116959e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 86676 members 
Entering Unmasked Estep 
Score: -11169593.000000 Penalty: 3387.882080
	Iteration 80F: 3 clusters Score -1.116959e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 86680 members 
Entering Unmasked Estep 
Score: -11169601.000000 Penalty: 3387.882080
	Iteration 81Q: 3 clusters Score -1.11696e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 86681 members 
Entering Unmasked Estep 
Score: -11169603.000000 Penalty: 3387.882080
	Iteration 82Q: 3 clusters Score -1.11696e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 86681 members 
Entering Unmasked Estep 
Score: -11169604.000000 Penalty: 3387.882080
	Iteration 83Q: 3 clusters Score -1.11696e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 86683 members 
Entering Unmasked Estep 
Score: -11169612.000000 Penalty: 3387.882080
	Iteration 84Q: 3 clusters Score -1.116961e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 86690 members 
Entering Unmasked Estep 
Score: -11169615.000000 Penalty: 3387.882080
	Iteration 85Q: 3 clusters Score -1.116962e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 86697 members 
Entering Unmasked Estep 
Score: -11169620.000000 Penalty: 3387.882080
	Iteration 86Q: 3 clusters Score -1.116962e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 86707 members 
Entering Unmasked Estep 
Score: -11169629.000000 Penalty: 3387.882080
	Iteration 87Q: 3 clusters Score -1.116963e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 86717 members 
Entering Unmasked Estep 
Score: -11169631.000000 Penalty: 3387.882080
	Iteration 88Q: 3 clusters Score -1.116963e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 86726 members 
Entering Unmasked Estep 
Score: -11169621.000000 Penalty: 3387.882080
	Iteration 89Q: 3 clusters Score -1.116962e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 86737 members 
Entering Unmasked Estep 
Score: -11169631.000000 Penalty: 3387.882080
	Iteration 90Q: 3 clusters Score -1.116963e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 86742 members 
Entering Unmasked Estep 
Score: -11169630.000000 Penalty: 3387.882080
	Iteration 91Q: 3 clusters Score -1.116963e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 86748 members 
Entering Unmasked Estep 
Score: -11169623.000000 Penalty: 3387.882080
	Iteration 92Q: 3 clusters Score -1.116962e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 86752 members 
Entering Unmasked Estep 
Score: -11169623.000000 Penalty: 3387.882080
	Iteration 93Q: 3 clusters Score -1.116962e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 86754 members 
Entering Unmasked Estep 
Score: -11169617.000000 Penalty: 3387.882080
	Iteration 94Q: 3 clusters Score -1.116962e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 86759 members 
Entering Unmasked Estep 
Score: -11169618.000000 Penalty: 3387.882080
	Iteration 95Q: 3 clusters Score -1.116962e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 86760 members 
Entering Unmasked Estep 
Score: -11169620.000000 Penalty: 3387.882080
	Iteration 96Q: 3 clusters Score -1.116962e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 86760 members 
Entering Unmasked Estep 
Score: -11169620.000000 Penalty: 3387.882080
	Iteration 97F: 3 clusters Score -1.116962e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Entering Unmasked Estep 
Score: -307840.062500 Penalty: 1182.982300
	Iteration 0F: 2 clusters Score -307840.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -305479.781250 Penalty: 2365.964600
	Iteration 0F: 3 clusters Score -305479.8 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -306411.656250 Penalty: 2365.964600
	Iteration 1F: 3 clusters Score -306411.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -306839.875000 Penalty: 2365.964600
	Iteration 2F: 3 clusters Score -306839.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -307115.593750 Penalty: 2365.964600
	Iteration 3F: 3 clusters Score -307115.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -307285.812500 Penalty: 2365.964600
	Iteration 4F: 3 clusters Score -307285.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -307423.156250 Penalty: 2365.964600
	Iteration 5Q: 3 clusters Score -307423.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -307542.562500 Penalty: 2365.964600
	Iteration 6Q: 3 clusters Score -307542.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -307633.781250 Penalty: 2365.964600
	Iteration 7Q: 3 clusters Score -307633.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -307683.531250 Penalty: 2365.964600
	Iteration 8Q: 3 clusters Score -307683.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -307719.812500 Penalty: 2365.964600
	Iteration 9Q: 3 clusters Score -307719.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -307739.656250 Penalty: 2365.964600
	Iteration 10Q: 3 clusters Score -307739.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -307754.656250 Penalty: 2365.964600
	Iteration 11Q: 3 clusters Score -307754.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -307764.125000 Penalty: 2365.964600
	Iteration 12Q: 3 clusters Score -307764.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -307775.375000 Penalty: 2365.964600
	Iteration 13Q: 3 clusters Score -307775.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -307786.468750 Penalty: 2365.964600
	Iteration 14Q: 3 clusters Score -307786.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -307794.812500 Penalty: 2365.964600
	Iteration 15Q: 3 clusters Score -307794.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -307803.875000 Penalty: 2365.964600
	Iteration 16Q: 3 clusters Score -307803.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -307811.406250 Penalty: 2365.964600
	Iteration 17Q: 3 clusters Score -307811.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -307820.093750 Penalty: 2365.964600
	Iteration 18Q: 3 clusters Score -307820.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -307824.250000 Penalty: 2365.964600
	Iteration 19Q: 3 clusters Score -307824.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -307828.312500 Penalty: 2365.964600
	Iteration 20F: 3 clusters Score -307828.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -307829.781250 Penalty: 2365.964600
	Iteration 21Q: 3 clusters Score -307829.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -307830.062500 Penalty: 2365.964600
	Iteration 22Q: 3 clusters Score -307830.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -307830.062500 Penalty: 2365.964600
	Iteration 23F: 3 clusters Score -307830.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (67117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67117 members 
Entering Unmasked Estep 
Score: -8358810.000000 Penalty: 1653.791992
	Iteration 0F: 2 clusters Score -8358810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33398 members 
Mstep: Class 2 contains 33719 members 
Entering Unmasked Estep 
Score: -8317365.000000 Penalty: 3307.583984
	Iteration 0F: 3 clusters Score -8317365 nChanged 31309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32207 members 
Mstep: Class 2 contains 34910 members 
Entering Unmasked Estep 
Score: -8334705.000000 Penalty: 3307.583984
	Iteration 1F: 3 clusters Score -8334705 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31436 members 
Mstep: Class 2 contains 35681 members 
Entering Unmasked Estep 
Score: -8335245.500000 Penalty: 3307.583984
	Iteration 2Q: 3 clusters Score -8335246 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30249 members 
Mstep: Class 2 contains 36868 members 
Entering Unmasked Estep 
Score: -8335778.000000 Penalty: 3307.583984
	Iteration 3Q: 3 clusters Score -8335778 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28575 members 
Mstep: Class 2 contains 38542 members 
Entering Unmasked Estep 
Score: -8336498.500000 Penalty: 3307.583984
	Iteration 4Q: 3 clusters Score -8336498 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26154 members 
Mstep: Class 2 contains 40963 members 
Entering Unmasked Estep 
Score: -8337541.000000 Penalty: 3307.583984
	Iteration 5Q: 3 clusters Score -8337541 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22825 members 
Mstep: Class 2 contains 44292 members 
Entering Unmasked Estep 
Score: -8339057.000000 Penalty: 3307.583984
	Iteration 6F: 3 clusters Score -8339057 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 48600 members 
Entering Unmasked Estep 
Score: -8341564.500000 Penalty: 3307.583984
	Iteration 7F: 3 clusters Score -8341564 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 53563 members 
Entering Unmasked Estep 
Score: -8344966.500000 Penalty: 3307.583984
	Iteration 8F: 3 clusters Score -8344966 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 58319 members 
Entering Unmasked Estep 
Score: -8348823.000000 Penalty: 3307.583984
	Iteration 9F: 3 clusters Score -8348823 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 62133 members 
Entering Unmasked Estep 
Score: -8352386.500000 Penalty: 3307.583984
	Iteration 10F: 3 clusters Score -8352386 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 64548 members 
Entering Unmasked Estep 
Score: -8354742.500000 Penalty: 3307.583984
	Iteration 11Q: 3 clusters Score -8354742 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 65765 members 
Entering Unmasked Estep 
Score: -8356004.000000 Penalty: 3307.583984
	Iteration 12Q: 3 clusters Score -8356004 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 66357 members 
Entering Unmasked Estep 
Score: -8356688.500000 Penalty: 3307.583984
	Iteration 13Q: 3 clusters Score -8356688 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 66596 members 
Entering Unmasked Estep 
Score: -8357015.500000 Penalty: 3307.583984
	Iteration 14Q: 3 clusters Score -8357016 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 66710 members 
Entering Unmasked Estep 
Score: -8357190.500000 Penalty: 3307.583984
	Iteration 15Q: 3 clusters Score -8357190 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 66759 members 
Entering Unmasked Estep 
Score: -8357294.500000 Penalty: 3307.583984
	Iteration 16Q: 3 clusters Score -8357294 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 66792 members 
Entering Unmasked Estep 
Score: -8357374.500000 Penalty: 3307.583984
	Iteration 17Q: 3 clusters Score -8357374 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 66807 members 
Entering Unmasked Estep 
Score: -8357405.500000 Penalty: 3307.583984
	Iteration 18Q: 3 clusters Score -8357406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 66807 members 
Entering Unmasked Estep 
Score: -8357408.000000 Penalty: 3307.583984
	Iteration 19Q: 3 clusters Score -8357408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 66808 members 
Entering Unmasked Estep 
Score: -8357411.000000 Penalty: 3307.583984
	Iteration 20F: 3 clusters Score -8357411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 66808 members 
Entering Unmasked Estep 
Score: -8357418.500000 Penalty: 3307.583984
	Iteration 21Q: 3 clusters Score -8357418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 66809 members 
Entering Unmasked Estep 
Score: -8357429.500000 Penalty: 3307.583984
	Iteration 22Q: 3 clusters Score -8357430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 66808 members 
Entering Unmasked Estep 
Score: -8357426.000000 Penalty: 3307.583984
	Iteration 23Q: 3 clusters Score -8357426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 66808 members 
Entering Unmasked Estep 
Score: -8357427.500000 Penalty: 3307.583984
	Iteration 24Q: 3 clusters Score -8357428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 66810 members 
Entering Unmasked Estep 
Score: -8357430.000000 Penalty: 3307.583984
	Iteration 25Q: 3 clusters Score -8357430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 66810 members 
Entering Unmasked Estep 
Score: -8357430.000000 Penalty: 3307.583984
	Iteration 26F: 3 clusters Score -8357430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (61346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61346 members 
Entering Unmasked Estep 
Score: -7532958.500000 Penalty: 1640.413696
	Iteration 0F: 2 clusters Score -7532958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30480 members 
Mstep: Class 2 contains 30866 members 
Entering Unmasked Estep 
Score: -7494195.500000 Penalty: 3280.827393
	Iteration 0F: 3 clusters Score -7494196 nChanged 28533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29451 members 
Mstep: Class 2 contains 31895 members 
Entering Unmasked Estep 
Score: -7510166.500000 Penalty: 3280.827393
	Iteration 1F: 3 clusters Score -7510166 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28729 members 
Mstep: Class 2 contains 32617 members 
Entering Unmasked Estep 
Score: -7510902.500000 Penalty: 3280.827393
	Iteration 2Q: 3 clusters Score -7510902 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27676 members 
Mstep: Class 2 contains 33670 members 
Entering Unmasked Estep 
Score: -7511664.000000 Penalty: 3280.827393
	Iteration 3Q: 3 clusters Score -7511664 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26242 members 
Mstep: Class 2 contains 35104 members 
Entering Unmasked Estep 
Score: -7512498.500000 Penalty: 3280.827393
	Iteration 4Q: 3 clusters Score -7512498 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24223 members 
Mstep: Class 2 contains 37123 members 
Entering Unmasked Estep 
Score: -7513622.000000 Penalty: 3280.827393
	Iteration 5Q: 3 clusters Score -7513622 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 39914 members 
Entering Unmasked Estep 
Score: -7515401.500000 Penalty: 3280.827393
	Iteration 6F: 3 clusters Score -7515402 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 43606 members 
Entering Unmasked Estep 
Score: -7517927.500000 Penalty: 3280.827393
	Iteration 7F: 3 clusters Score -7517928 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 47741 members 
Entering Unmasked Estep 
Score: -7520999.500000 Penalty: 3280.827393
	Iteration 8F: 3 clusters Score -7521000 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 51918 members 
Entering Unmasked Estep 
Score: -7524441.500000 Penalty: 3280.827393
	Iteration 9F: 3 clusters Score -7524442 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 55432 members 
Entering Unmasked Estep 
Score: -7527356.500000 Penalty: 3280.827393
	Iteration 10F: 3 clusters Score -7527356 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 57724 members 
Entering Unmasked Estep 
Score: -7529185.000000 Penalty: 3280.827393
	Iteration 11Q: 3 clusters Score -7529185 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 59055 members 
Entering Unmasked Estep 
Score: -7530200.500000 Penalty: 3280.827393
	Iteration 12Q: 3 clusters Score -7530200 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 59830 members 
Entering Unmasked Estep 
Score: -7530796.000000 Penalty: 3280.827393
	Iteration 13Q: 3 clusters Score -7530796 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 60255 members 
Entering Unmasked Estep 
Score: -7531126.000000 Penalty: 3280.827393
	Iteration 14Q: 3 clusters Score -7531126 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 60472 members 
Entering Unmasked Estep 
Score: -7531319.500000 Penalty: 3280.827393
	Iteration 15Q: 3 clusters Score -7531320 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 60609 members 
Entering Unmasked Estep 
Score: -7531463.000000 Penalty: 3280.827393
	Iteration 16Q: 3 clusters Score -7531463 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 60681 members 
Entering Unmasked Estep 
Score: -7531540.500000 Penalty: 3280.827393
	Iteration 17Q: 3 clusters Score -7531540 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 60725 members 
Entering Unmasked Estep 
Score: -7531594.500000 Penalty: 3280.827393
	Iteration 18Q: 3 clusters Score -7531594 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 60753 members 
Entering Unmasked Estep 
Score: -7531624.500000 Penalty: 3280.827393
	Iteration 19Q: 3 clusters Score -7531624 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 60775 members 
Entering Unmasked Estep 
Score: -7531648.000000 Penalty: 3280.827393
	Iteration 20F: 3 clusters Score -7531648 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 60787 members 
Entering Unmasked Estep 
Score: -7531661.500000 Penalty: 3280.827393
	Iteration 21Q: 3 clusters Score -7531662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 60795 members 
Entering Unmasked Estep 
Score: -7531668.500000 Penalty: 3280.827393
	Iteration 22Q: 3 clusters Score -7531668 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 60805 members 
Entering Unmasked Estep 
Score: -7531688.000000 Penalty: 3280.827393
	Iteration 23Q: 3 clusters Score -7531688 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 60819 members 
Entering Unmasked Estep 
Score: -7531711.500000 Penalty: 3280.827393
	Iteration 24Q: 3 clusters Score -7531712 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 60825 members 
Entering Unmasked Estep 
Score: -7531714.000000 Penalty: 3280.827393
	Iteration 25Q: 3 clusters Score -7531714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 60829 members 
Entering Unmasked Estep 
Score: -7531721.000000 Penalty: 3280.827393
	Iteration 26Q: 3 clusters Score -7531721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 60832 members 
Entering Unmasked Estep 
Score: -7531727.000000 Penalty: 3280.827393
	Iteration 27Q: 3 clusters Score -7531727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 60835 members 
Entering Unmasked Estep 
Score: -7531731.000000 Penalty: 3280.827393
	Iteration 28Q: 3 clusters Score -7531731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 60840 members 
Entering Unmasked Estep 
Score: -7531739.000000 Penalty: 3280.827393
	Iteration 29Q: 3 clusters Score -7531739 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 60845 members 
Entering Unmasked Estep 
Score: -7531744.500000 Penalty: 3280.827393
	Iteration 30Q: 3 clusters Score -7531744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 60851 members 
Entering Unmasked Estep 
Score: -7531749.000000 Penalty: 3280.827393
	Iteration 31Q: 3 clusters Score -7531749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 60852 members 
Entering Unmasked Estep 
Score: -7531752.000000 Penalty: 3280.827393
	Iteration 32Q: 3 clusters Score -7531752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 60853 members 
Entering Unmasked Estep 
Score: -7531754.000000 Penalty: 3280.827393
	Iteration 33Q: 3 clusters Score -7531754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 60855 members 
Entering Unmasked Estep 
Score: -7531752.500000 Penalty: 3280.827393
	Iteration 34Q: 3 clusters Score -7531752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 60856 members 
Entering Unmasked Estep 
Score: -7531755.500000 Penalty: 3280.827393
	Iteration 35Q: 3 clusters Score -7531756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 60857 members 
Entering Unmasked Estep 
Score: -7531754.500000 Penalty: 3280.827393
	Iteration 36Q: 3 clusters Score -7531754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 60860 members 
Entering Unmasked Estep 
Score: -7531751.000000 Penalty: 3280.827393
	Iteration 37Q: 3 clusters Score -7531751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 60862 members 
Entering Unmasked Estep 
Score: -7531760.500000 Penalty: 3280.827393
	Iteration 38Q: 3 clusters Score -7531760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 60863 members 
Entering Unmasked Estep 
Score: -7531758.000000 Penalty: 3280.827393
	Iteration 39Q: 3 clusters Score -7531758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 60864 members 
Entering Unmasked Estep 
Score: -7531762.500000 Penalty: 3280.827393
	Iteration 40F: 3 clusters Score -7531762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Entering Unmasked Estep 
Score: -883239.000000 Penalty: 1316.401611
	Iteration 0F: 2 clusters Score -883239 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -878417.937500 Penalty: 2632.803223
	Iteration 0F: 3 clusters Score -878417.9 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -879908.125000 Penalty: 2632.803223
	Iteration 1F: 3 clusters Score -879908.1 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -880146.937500 Penalty: 2632.803223
	Iteration 2F: 3 clusters Score -880146.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -880284.062500 Penalty: 2632.803223
	Iteration 3Q: 3 clusters Score -880284.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -880387.375000 Penalty: 2632.803223
	Iteration 4Q: 3 clusters Score -880387.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -880462.812500 Penalty: 2632.803223
	Iteration 5Q: 3 clusters Score -880462.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -880523.625000 Penalty: 2632.803223
	Iteration 6Q: 3 clusters Score -880523.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -880568.625000 Penalty: 2632.803223
	Iteration 7Q: 3 clusters Score -880568.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -880605.000000 Penalty: 2632.803223
	Iteration 8Q: 3 clusters Score -880605 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -880641.500000 Penalty: 2632.803223
	Iteration 9Q: 3 clusters Score -880641.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -880670.687500 Penalty: 2632.803223
	Iteration 10Q: 3 clusters Score -880670.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -880698.187500 Penalty: 2632.803223
	Iteration 11Q: 3 clusters Score -880698.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -880726.687500 Penalty: 2632.803223
	Iteration 12Q: 3 clusters Score -880726.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -880750.125000 Penalty: 2632.803223
	Iteration 13Q: 3 clusters Score -880750.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -880773.437500 Penalty: 2632.803223
	Iteration 14Q: 3 clusters Score -880773.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -880805.187500 Penalty: 2632.803223
	Iteration 15Q: 3 clusters Score -880805.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -880836.437500 Penalty: 2632.803223
	Iteration 16Q: 3 clusters Score -880836.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -880874.375000 Penalty: 2632.803223
	Iteration 17Q: 3 clusters Score -880874.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -880926.625000 Penalty: 2632.803223
	Iteration 18Q: 3 clusters Score -880926.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -880976.750000 Penalty: 2632.803223
	Iteration 19Q: 3 clusters Score -880976.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -881031.000000 Penalty: 2632.803223
	Iteration 20F: 3 clusters Score -881031 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -881105.937500 Penalty: 2632.803223
	Iteration 21Q: 3 clusters Score -881105.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -881195.937500 Penalty: 2632.803223
	Iteration 22Q: 3 clusters Score -881195.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -881306.625000 Penalty: 2632.803223
	Iteration 23Q: 3 clusters Score -881306.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -881433.625000 Penalty: 2632.803223
	Iteration 24Q: 3 clusters Score -881433.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -881577.562500 Penalty: 2632.803223
	Iteration 25Q: 3 clusters Score -881577.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -881701.000000 Penalty: 2632.803223
	Iteration 26Q: 3 clusters Score -881701 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -881814.875000 Penalty: 2632.803223
	Iteration 27Q: 3 clusters Score -881814.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -881888.625000 Penalty: 2632.803223
	Iteration 28Q: 3 clusters Score -881888.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -881950.375000 Penalty: 2632.803223
	Iteration 29Q: 3 clusters Score -881950.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -882003.312500 Penalty: 2632.803223
	Iteration 30Q: 3 clusters Score -882003.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -882047.062500 Penalty: 2632.803223
	Iteration 31Q: 3 clusters Score -882047.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -882086.250000 Penalty: 2632.803223
	Iteration 32Q: 3 clusters Score -882086.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -882114.375000 Penalty: 2632.803223
	Iteration 33Q: 3 clusters Score -882114.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -882139.375000 Penalty: 2632.803223
	Iteration 34Q: 3 clusters Score -882139.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -882151.250000 Penalty: 2632.803223
	Iteration 35Q: 3 clusters Score -882151.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -882163.437500 Penalty: 2632.803223
	Iteration 36Q: 3 clusters Score -882163.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -882167.625000 Penalty: 2632.803223
	Iteration 37Q: 3 clusters Score -882167.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -882171.125000 Penalty: 2632.803223
	Iteration 38Q: 3 clusters Score -882171.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -882174.812500 Penalty: 2632.803223
	Iteration 39Q: 3 clusters Score -882174.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -882175.937500 Penalty: 2632.803223
	Iteration 40F: 3 clusters Score -882175.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -882179.937500 Penalty: 2632.803223
	Iteration 41Q: 3 clusters Score -882179.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -882182.250000 Penalty: 2632.803223
	Iteration 42Q: 3 clusters Score -882182.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -882186.000000 Penalty: 2632.803223
	Iteration 43Q: 3 clusters Score -882186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -882188.312500 Penalty: 2632.803223
	Iteration 44Q: 3 clusters Score -882188.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -882189.687500 Penalty: 2632.803223
	Iteration 45Q: 3 clusters Score -882189.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -882189.687500 Penalty: 2632.803223
	Iteration 46F: 3 clusters Score -882189.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Entering Unmasked Estep 
Score: -609115.500000 Penalty: 1269.515137
	Iteration 0F: 2 clusters Score -609115.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -605452.312500 Penalty: 2539.030273
	Iteration 0F: 3 clusters Score -605452.3 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -606488.125000 Penalty: 2539.030273
	Iteration 1F: 3 clusters Score -606488.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -606695.812500 Penalty: 2539.030273
	Iteration 2F: 3 clusters Score -606695.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -606841.625000 Penalty: 2539.030273
	Iteration 3F: 3 clusters Score -606841.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -606927.750000 Penalty: 2539.030273
	Iteration 4Q: 3 clusters Score -606927.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -606978.437500 Penalty: 2539.030273
	Iteration 5Q: 3 clusters Score -606978.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -607024.375000 Penalty: 2539.030273
	Iteration 6Q: 3 clusters Score -607024.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -607069.500000 Penalty: 2539.030273
	Iteration 7Q: 3 clusters Score -607069.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -607105.625000 Penalty: 2539.030273
	Iteration 8Q: 3 clusters Score -607105.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -607144.062500 Penalty: 2539.030273
	Iteration 9Q: 3 clusters Score -607144.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -607179.625000 Penalty: 2539.030273
	Iteration 10Q: 3 clusters Score -607179.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -607218.312500 Penalty: 2539.030273
	Iteration 11Q: 3 clusters Score -607218.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -607262.062500 Penalty: 2539.030273
	Iteration 12Q: 3 clusters Score -607262.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -607310.125000 Penalty: 2539.030273
	Iteration 13Q: 3 clusters Score -607310.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -607357.375000 Penalty: 2539.030273
	Iteration 14Q: 3 clusters Score -607357.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -607411.812500 Penalty: 2539.030273
	Iteration 15Q: 3 clusters Score -607411.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -607457.812500 Penalty: 2539.030273
	Iteration 16Q: 3 clusters Score -607457.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -607511.875000 Penalty: 2539.030273
	Iteration 17Q: 3 clusters Score -607511.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -607573.812500 Penalty: 2539.030273
	Iteration 18Q: 3 clusters Score -607573.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -607631.875000 Penalty: 2539.030273
	Iteration 19Q: 3 clusters Score -607631.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -607685.875000 Penalty: 2539.030273
	Iteration 20F: 3 clusters Score -607685.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -607740.562500 Penalty: 2539.030273
	Iteration 21Q: 3 clusters Score -607740.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -607789.562500 Penalty: 2539.030273
	Iteration 22Q: 3 clusters Score -607789.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -607825.812500 Penalty: 2539.030273
	Iteration 23Q: 3 clusters Score -607825.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -607856.500000 Penalty: 2539.030273
	Iteration 24Q: 3 clusters Score -607856.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -607884.312500 Penalty: 2539.030273
	Iteration 25Q: 3 clusters Score -607884.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -607907.812500 Penalty: 2539.030273
	Iteration 26Q: 3 clusters Score -607907.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -607928.437500 Penalty: 2539.030273
	Iteration 27Q: 3 clusters Score -607928.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -607958.625000 Penalty: 2539.030273
	Iteration 28Q: 3 clusters Score -607958.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -607996.625000 Penalty: 2539.030273
	Iteration 29Q: 3 clusters Score -607996.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -608035.500000 Penalty: 2539.030273
	Iteration 30Q: 3 clusters Score -608035.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -608062.062500 Penalty: 2539.030273
	Iteration 31Q: 3 clusters Score -608062.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -608085.312500 Penalty: 2539.030273
	Iteration 32Q: 3 clusters Score -608085.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -608108.187500 Penalty: 2539.030273
	Iteration 33Q: 3 clusters Score -608108.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -608129.750000 Penalty: 2539.030273
	Iteration 34Q: 3 clusters Score -608129.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -608143.687500 Penalty: 2539.030273
	Iteration 35Q: 3 clusters Score -608143.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -608156.062500 Penalty: 2539.030273
	Iteration 36Q: 3 clusters Score -608156.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -608164.625000 Penalty: 2539.030273
	Iteration 37Q: 3 clusters Score -608164.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -608172.062500 Penalty: 2539.030273
	Iteration 38Q: 3 clusters Score -608172.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -608178.375000 Penalty: 2539.030273
	Iteration 39Q: 3 clusters Score -608178.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -608184.687500 Penalty: 2539.030273
	Iteration 40F: 3 clusters Score -608184.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -608190.312500 Penalty: 2539.030273
	Iteration 41Q: 3 clusters Score -608190.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -608192.062500 Penalty: 2539.030273
	Iteration 42Q: 3 clusters Score -608192.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -608193.937500 Penalty: 2539.030273
	Iteration 43Q: 3 clusters Score -608193.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -608196.250000 Penalty: 2539.030273
	Iteration 44Q: 3 clusters Score -608196.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -608198.687500 Penalty: 2539.030273
	Iteration 45Q: 3 clusters Score -608198.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -608202.312500 Penalty: 2539.030273
	Iteration 46Q: 3 clusters Score -608202.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -608202.750000 Penalty: 2539.030273
	Iteration 47Q: 3 clusters Score -608202.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -608204.750000 Penalty: 2539.030273
	Iteration 48Q: 3 clusters Score -608204.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -608206.312500 Penalty: 2539.030273
	Iteration 49Q: 3 clusters Score -608206.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -608210.187500 Penalty: 2539.030273
	Iteration 50Q: 3 clusters Score -608210.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -608211.625000 Penalty: 2539.030273
	Iteration 51Q: 3 clusters Score -608211.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -608213.125000 Penalty: 2539.030273
	Iteration 52Q: 3 clusters Score -608213.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -608213.812500 Penalty: 2539.030273
	Iteration 53Q: 3 clusters Score -608213.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -608217.312500 Penalty: 2539.030273
	Iteration 54Q: 3 clusters Score -608217.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -608217.312500 Penalty: 2539.030273
	Iteration 55Q: 3 clusters Score -608217.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -608217.687500 Penalty: 2539.030273
	Iteration 56Q: 3 clusters Score -608217.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -608217.687500 Penalty: 2539.030273
	Iteration 57F: 3 clusters Score -608217.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Entering Unmasked Estep 
Score: -1141325.000000 Penalty: 1366.532837
	Iteration 0F: 2 clusters Score -1141325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1134791.750000 Penalty: 2733.065674
	Iteration 0F: 3 clusters Score -1134792 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1137049.750000 Penalty: 2733.065674
	Iteration 1F: 3 clusters Score -1137050 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1137454.750000 Penalty: 2733.065674
	Iteration 2F: 3 clusters Score -1137455 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1137865.875000 Penalty: 2733.065674
	Iteration 3F: 3 clusters Score -1137866 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1138423.625000 Penalty: 2733.065674
	Iteration 4F: 3 clusters Score -1138424 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1139034.375000 Penalty: 2733.065674
	Iteration 5F: 3 clusters Score -1139034 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1139745.125000 Penalty: 2733.065674
	Iteration 6F: 3 clusters Score -1139745 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1140508.625000 Penalty: 2733.065674
	Iteration 7F: 3 clusters Score -1140509 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1141236.750000 Penalty: 2733.065674
	Iteration 8F: 3 clusters Score -1141237 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1141756.125000 Penalty: 2733.065674
	Iteration 9F: 3 clusters Score -1141756 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1142108.375000 Penalty: 2733.065674
	Iteration 10Q: 3 clusters Score -1142108 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1142393.125000 Penalty: 2733.065674
	Iteration 11Q: 3 clusters Score -1142393 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1142642.250000 Penalty: 2733.065674
	Iteration 12Q: 3 clusters Score -1142642 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1142889.375000 Penalty: 2733.065674
	Iteration 13Q: 3 clusters Score -1142889 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1143082.625000 Penalty: 2733.065674
	Iteration 14Q: 3 clusters Score -1143083 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1143164.125000 Penalty: 2733.065674
	Iteration 15Q: 3 clusters Score -1143164 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1143195.125000 Penalty: 2733.065674
	Iteration 16Q: 3 clusters Score -1143195 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1143209.375000 Penalty: 2733.065674
	Iteration 17Q: 3 clusters Score -1143209 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1143216.750000 Penalty: 2733.065674
	Iteration 18Q: 3 clusters Score -1143217 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1143222.625000 Penalty: 2733.065674
	Iteration 19Q: 3 clusters Score -1143223 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1143229.000000 Penalty: 2733.065674
	Iteration 20F: 3 clusters Score -1143229 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1143231.375000 Penalty: 2733.065674
	Iteration 21Q: 3 clusters Score -1143231 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1143231.750000 Penalty: 2733.065674
	Iteration 22Q: 3 clusters Score -1143232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1143235.500000 Penalty: 2733.065674
	Iteration 23Q: 3 clusters Score -1143236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1143234.875000 Penalty: 2733.065674
	Iteration 24Q: 3 clusters Score -1143235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1143236.500000 Penalty: 2733.065674
	Iteration 25Q: 3 clusters Score -1143236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1143236.500000 Penalty: 2733.065674
	Iteration 26Q: 3 clusters Score -1143236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1143235.875000 Penalty: 2733.065674
	Iteration 27Q: 3 clusters Score -1143236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1143236.500000 Penalty: 2733.065674
	Iteration 28Q: 3 clusters Score -1143236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1143236.500000 Penalty: 2733.065674
	Iteration 29F: 3 clusters Score -1143236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 69539 members 
Mstep: Class 2 contains 43532 members 
Mstep: Class 3 contains 87905 members 
Mstep: Class 4 contains 2836 members 
Mstep: Class 5 contains 67117 members 
Mstep: Class 6 contains 61346 members 
Mstep: Class 7 contains 6952 members 
Mstep: Class 8 contains 5073 members 
Mstep: Class 9 contains 4942 members 
Mstep: Class 10 contains 11957 members 
Mstep: Class 11 contains 9221 members 
Mstep: Class 12 contains 2722 members 
Mstep: Class 13 contains 11118 members 
Mstep: Class 14 contains 1121 members 
Mstep: Class 15 contains 11029 members 
Mstep: Class 16 contains 1116 members 
Mstep: Class 17 contains 26203 members 
Mstep: Class 18 contains 24219 members 
Mstep: Class 19 contains 16914 members 
Mstep: Class 20 contains 35415 members 
Mstep: Class 21 contains 43840 members 
Mstep: Class 22 contains 7756 members 
Mstep: Class 23 contains 44518 members 
Mstep: Class 24 contains 7265 members 
Mstep: Class 25 contains 14864 members 
Mstep: Class 26 contains 1934 members 
Mstep: Class 27 contains 41655 members 
Mstep: Class 28 contains 4795 members 
Entering Unmasked Estep 
Score: -80937912.000000 Penalty: 55873.144531
Splitting cluster 9 changes total score from -80918728.000000 to -80937912.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 10 (11957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Entering Unmasked Estep 
Score: -1426999.750000 Penalty: 1397.093994
	Iteration 0F: 2 clusters Score -1427000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1419062.250000 Penalty: 2794.187988
	Iteration 0F: 3 clusters Score -1419062 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1421841.125000 Penalty: 2794.187988
	Iteration 1F: 3 clusters Score -1421841 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1422281.875000 Penalty: 2794.187988
	Iteration 2F: 3 clusters Score -1422282 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1422694.875000 Penalty: 2794.187988
	Iteration 3F: 3 clusters Score -1422695 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1423221.625000 Penalty: 2794.187988
	Iteration 4F: 3 clusters Score -1423222 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1423869.000000 Penalty: 2794.187988
	Iteration 5F: 3 clusters Score -1423869 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1424519.750000 Penalty: 2794.187988
	Iteration 6F: 3 clusters Score -1424520 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1425127.625000 Penalty: 2794.187988
	Iteration 7F: 3 clusters Score -1425128 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1425571.000000 Penalty: 2794.187988
	Iteration 8Q: 3 clusters Score -1425571 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1425907.875000 Penalty: 2794.187988
	Iteration 9Q: 3 clusters Score -1425908 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1426129.250000 Penalty: 2794.187988
	Iteration 10Q: 3 clusters Score -1426129 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1426269.125000 Penalty: 2794.187988
	Iteration 11Q: 3 clusters Score -1426269 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1426391.875000 Penalty: 2794.187988
	Iteration 12Q: 3 clusters Score -1426392 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1426484.875000 Penalty: 2794.187988
	Iteration 13Q: 3 clusters Score -1426485 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1426546.500000 Penalty: 2794.187988
	Iteration 14Q: 3 clusters Score -1426546 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1426601.125000 Penalty: 2794.187988
	Iteration 15Q: 3 clusters Score -1426601 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1426642.250000 Penalty: 2794.187988
	Iteration 16Q: 3 clusters Score -1426642 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1426667.500000 Penalty: 2794.187988
	Iteration 17Q: 3 clusters Score -1426668 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1426687.625000 Penalty: 2794.187988
	Iteration 18Q: 3 clusters Score -1426688 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1426698.125000 Penalty: 2794.187988
	Iteration 19Q: 3 clusters Score -1426698 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1426709.375000 Penalty: 2794.187988
	Iteration 20F: 3 clusters Score -1426709 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1426721.875000 Penalty: 2794.187988
	Iteration 21Q: 3 clusters Score -1426722 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1426732.375000 Penalty: 2794.187988
	Iteration 22Q: 3 clusters Score -1426732 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1426739.625000 Penalty: 2794.187988
	Iteration 23Q: 3 clusters Score -1426740 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1426742.375000 Penalty: 2794.187988
	Iteration 24Q: 3 clusters Score -1426742 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1426748.375000 Penalty: 2794.187988
	Iteration 25Q: 3 clusters Score -1426748 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1426751.125000 Penalty: 2794.187988
	Iteration 26Q: 3 clusters Score -1426751 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1426759.250000 Penalty: 2794.187988
	Iteration 27Q: 3 clusters Score -1426759 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1426759.000000 Penalty: 2794.187988
	Iteration 28Q: 3 clusters Score -1426759 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1426759.125000 Penalty: 2794.187988
	Iteration 29Q: 3 clusters Score -1426759 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1426760.000000 Penalty: 2794.187988
	Iteration 30Q: 3 clusters Score -1426760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1426758.375000 Penalty: 2794.187988
	Iteration 31Q: 3 clusters Score -1426758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1426761.125000 Penalty: 2794.187988
	Iteration 32Q: 3 clusters Score -1426761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1426766.125000 Penalty: 2794.187988
	Iteration 33Q: 3 clusters Score -1426766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1426762.625000 Penalty: 2794.187988
	Iteration 34Q: 3 clusters Score -1426763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1426759.875000 Penalty: 2794.187988
	Iteration 35Q: 3 clusters Score -1426760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1426762.250000 Penalty: 2794.187988
	Iteration 36Q: 3 clusters Score -1426762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1426761.125000 Penalty: 2794.187988
	Iteration 37Q: 3 clusters Score -1426761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1426761.500000 Penalty: 2794.187988
	Iteration 38Q: 3 clusters Score -1426762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1426761.500000 Penalty: 2794.187988
	Iteration 39F: 3 clusters Score -1426762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Entering Unmasked Estep 
Score: -1170393.250000 Penalty: 1358.430786
	Iteration 0F: 2 clusters Score -1170393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1164049.750000 Penalty: 2716.861572
	Iteration 0F: 3 clusters Score -1164050 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1166040.375000 Penalty: 2716.861572
	Iteration 1F: 3 clusters Score -1166040 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1166313.625000 Penalty: 2716.861572
	Iteration 2F: 3 clusters Score -1166314 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1166530.000000 Penalty: 2716.861572
	Iteration 3F: 3 clusters Score -1166530 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1166737.375000 Penalty: 2716.861572
	Iteration 4Q: 3 clusters Score -1166737 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1166963.000000 Penalty: 2716.861572
	Iteration 5Q: 3 clusters Score -1166963 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1167272.125000 Penalty: 2716.861572
	Iteration 6Q: 3 clusters Score -1167272 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1167597.375000 Penalty: 2716.861572
	Iteration 7F: 3 clusters Score -1167597 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1167946.250000 Penalty: 2716.861572
	Iteration 8F: 3 clusters Score -1167946 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1168278.625000 Penalty: 2716.861572
	Iteration 9Q: 3 clusters Score -1168279 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1168549.875000 Penalty: 2716.861572
	Iteration 10Q: 3 clusters Score -1168550 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1168768.250000 Penalty: 2716.861572
	Iteration 11Q: 3 clusters Score -1168768 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1168936.875000 Penalty: 2716.861572
	Iteration 12Q: 3 clusters Score -1168937 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1169051.500000 Penalty: 2716.861572
	Iteration 13Q: 3 clusters Score -1169052 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1169127.750000 Penalty: 2716.861572
	Iteration 14Q: 3 clusters Score -1169128 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1169178.000000 Penalty: 2716.861572
	Iteration 15Q: 3 clusters Score -1169178 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1169225.875000 Penalty: 2716.861572
	Iteration 16Q: 3 clusters Score -1169226 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1169252.500000 Penalty: 2716.861572
	Iteration 17Q: 3 clusters Score -1169252 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1169271.750000 Penalty: 2716.861572
	Iteration 18Q: 3 clusters Score -1169272 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1169287.625000 Penalty: 2716.861572
	Iteration 19Q: 3 clusters Score -1169288 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1169305.500000 Penalty: 2716.861572
	Iteration 20F: 3 clusters Score -1169306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1169313.250000 Penalty: 2716.861572
	Iteration 21Q: 3 clusters Score -1169313 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1169326.875000 Penalty: 2716.861572
	Iteration 22Q: 3 clusters Score -1169327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1169333.125000 Penalty: 2716.861572
	Iteration 23Q: 3 clusters Score -1169333 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1169337.500000 Penalty: 2716.861572
	Iteration 24Q: 3 clusters Score -1169338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1169341.250000 Penalty: 2716.861572
	Iteration 25Q: 3 clusters Score -1169341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1169350.500000 Penalty: 2716.861572
	Iteration 26Q: 3 clusters Score -1169350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1169354.500000 Penalty: 2716.861572
	Iteration 27Q: 3 clusters Score -1169354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1169359.750000 Penalty: 2716.861572
	Iteration 28Q: 3 clusters Score -1169360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1169361.500000 Penalty: 2716.861572
	Iteration 29Q: 3 clusters Score -1169362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1169364.375000 Penalty: 2716.861572
	Iteration 30Q: 3 clusters Score -1169364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1169364.500000 Penalty: 2716.861572
	Iteration 31Q: 3 clusters Score -1169364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1169365.375000 Penalty: 2716.861572
	Iteration 32Q: 3 clusters Score -1169365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1169367.250000 Penalty: 2716.861572
	Iteration 33Q: 3 clusters Score -1169367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1169367.250000 Penalty: 2716.861572
	Iteration 34F: 3 clusters Score -1169367 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Entering Unmasked Estep 
Score: -315153.343750 Penalty: 1176.877319
	Iteration 0F: 2 clusters Score -315153.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -312841.500000 Penalty: 2353.754639
	Iteration 0F: 3 clusters Score -312841.5 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -313497.375000 Penalty: 2353.754639
	Iteration 1F: 3 clusters Score -313497.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -313720.125000 Penalty: 2353.754639
	Iteration 2F: 3 clusters Score -313720.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -313865.218750 Penalty: 2353.754639
	Iteration 3F: 3 clusters Score -313865.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -313982.562500 Penalty: 2353.754639
	Iteration 4Q: 3 clusters Score -313982.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -314092.250000 Penalty: 2353.754639
	Iteration 5Q: 3 clusters Score -314092.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -314190.687500 Penalty: 2353.754639
	Iteration 6Q: 3 clusters Score -314190.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -314275.000000 Penalty: 2353.754639
	Iteration 7Q: 3 clusters Score -314275 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -314338.656250 Penalty: 2353.754639
	Iteration 8Q: 3 clusters Score -314338.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -314395.781250 Penalty: 2353.754639
	Iteration 9Q: 3 clusters Score -314395.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -314441.125000 Penalty: 2353.754639
	Iteration 10Q: 3 clusters Score -314441.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -314482.812500 Penalty: 2353.754639
	Iteration 11Q: 3 clusters Score -314482.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -314513.562500 Penalty: 2353.754639
	Iteration 12Q: 3 clusters Score -314513.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -314533.406250 Penalty: 2353.754639
	Iteration 13Q: 3 clusters Score -314533.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -314550.781250 Penalty: 2353.754639
	Iteration 14Q: 3 clusters Score -314550.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -314561.906250 Penalty: 2353.754639
	Iteration 15Q: 3 clusters Score -314561.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -314567.687500 Penalty: 2353.754639
	Iteration 16Q: 3 clusters Score -314567.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -314578.156250 Penalty: 2353.754639
	Iteration 17Q: 3 clusters Score -314578.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -314585.812500 Penalty: 2353.754639
	Iteration 18Q: 3 clusters Score -314585.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -314594.750000 Penalty: 2353.754639
	Iteration 19Q: 3 clusters Score -314594.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -314603.750000 Penalty: 2353.754639
	Iteration 20F: 3 clusters Score -314603.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -314610.250000 Penalty: 2353.754639
	Iteration 21Q: 3 clusters Score -314610.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -314617.343750 Penalty: 2353.754639
	Iteration 22Q: 3 clusters Score -314617.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -314624.593750 Penalty: 2353.754639
	Iteration 23Q: 3 clusters Score -314624.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -314627.750000 Penalty: 2353.754639
	Iteration 24Q: 3 clusters Score -314627.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -314629.031250 Penalty: 2353.754639
	Iteration 25Q: 3 clusters Score -314629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -314630.687500 Penalty: 2353.754639
	Iteration 26Q: 3 clusters Score -314630.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -314631.062500 Penalty: 2353.754639
	Iteration 27Q: 3 clusters Score -314631.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -314631.062500 Penalty: 2353.754639
	Iteration 28F: 3 clusters Score -314631.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Entering Unmasked Estep 
Score: -1339823.250000 Penalty: 1386.268555
	Iteration 0F: 2 clusters Score -1339823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1332433.250000 Penalty: 2772.537109
	Iteration 0F: 3 clusters Score -1332433 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1334961.500000 Penalty: 2772.537109
	Iteration 1F: 3 clusters Score -1334962 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1335319.375000 Penalty: 2772.537109
	Iteration 2F: 3 clusters Score -1335319 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1335597.500000 Penalty: 2772.537109
	Iteration 3F: 3 clusters Score -1335598 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1335861.625000 Penalty: 2772.537109
	Iteration 4Q: 3 clusters Score -1335862 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1336171.250000 Penalty: 2772.537109
	Iteration 5Q: 3 clusters Score -1336171 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1336484.500000 Penalty: 2772.537109
	Iteration 6Q: 3 clusters Score -1336484 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1336778.625000 Penalty: 2772.537109
	Iteration 7Q: 3 clusters Score -1336779 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1337084.750000 Penalty: 2772.537109
	Iteration 8Q: 3 clusters Score -1337085 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1337420.500000 Penalty: 2772.537109
	Iteration 9Q: 3 clusters Score -1337420 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1337694.750000 Penalty: 2772.537109
	Iteration 10Q: 3 clusters Score -1337695 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1337968.750000 Penalty: 2772.537109
	Iteration 11Q: 3 clusters Score -1337969 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1338199.625000 Penalty: 2772.537109
	Iteration 12Q: 3 clusters Score -1338200 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1338377.375000 Penalty: 2772.537109
	Iteration 13Q: 3 clusters Score -1338377 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1338515.125000 Penalty: 2772.537109
	Iteration 14Q: 3 clusters Score -1338515 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1338609.375000 Penalty: 2772.537109
	Iteration 15Q: 3 clusters Score -1338609 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1338671.250000 Penalty: 2772.537109
	Iteration 16Q: 3 clusters Score -1338671 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1338715.375000 Penalty: 2772.537109
	Iteration 17Q: 3 clusters Score -1338715 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1338745.125000 Penalty: 2772.537109
	Iteration 18Q: 3 clusters Score -1338745 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1338768.750000 Penalty: 2772.537109
	Iteration 19Q: 3 clusters Score -1338769 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1338788.875000 Penalty: 2772.537109
	Iteration 20F: 3 clusters Score -1338789 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1338817.250000 Penalty: 2772.537109
	Iteration 21Q: 3 clusters Score -1338817 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1338847.000000 Penalty: 2772.537109
	Iteration 22Q: 3 clusters Score -1338847 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1338871.125000 Penalty: 2772.537109
	Iteration 23Q: 3 clusters Score -1338871 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1338897.875000 Penalty: 2772.537109
	Iteration 24Q: 3 clusters Score -1338898 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1338931.625000 Penalty: 2772.537109
	Iteration 25Q: 3 clusters Score -1338932 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1338957.000000 Penalty: 2772.537109
	Iteration 26Q: 3 clusters Score -1338957 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1338995.250000 Penalty: 2772.537109
	Iteration 27Q: 3 clusters Score -1338995 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1339014.625000 Penalty: 2772.537109
	Iteration 28Q: 3 clusters Score -1339015 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1339042.000000 Penalty: 2772.537109
	Iteration 29Q: 3 clusters Score -1339042 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1339069.375000 Penalty: 2772.537109
	Iteration 30Q: 3 clusters Score -1339069 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1339089.375000 Penalty: 2772.537109
	Iteration 31Q: 3 clusters Score -1339089 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1339114.000000 Penalty: 2772.537109
	Iteration 32Q: 3 clusters Score -1339114 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1339142.125000 Penalty: 2772.537109
	Iteration 33Q: 3 clusters Score -1339142 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1339155.875000 Penalty: 2772.537109
	Iteration 34Q: 3 clusters Score -1339156 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1339172.625000 Penalty: 2772.537109
	Iteration 35Q: 3 clusters Score -1339173 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1339193.375000 Penalty: 2772.537109
	Iteration 36Q: 3 clusters Score -1339193 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1339205.375000 Penalty: 2772.537109
	Iteration 37Q: 3 clusters Score -1339205 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1339227.125000 Penalty: 2772.537109
	Iteration 38Q: 3 clusters Score -1339227 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1339239.000000 Penalty: 2772.537109
	Iteration 39Q: 3 clusters Score -1339239 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1339248.375000 Penalty: 2772.537109
	Iteration 40F: 3 clusters Score -1339248 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1339258.500000 Penalty: 2772.537109
	Iteration 41Q: 3 clusters Score -1339258 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1339275.875000 Penalty: 2772.537109
	Iteration 42Q: 3 clusters Score -1339276 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1339281.750000 Penalty: 2772.537109
	Iteration 43Q: 3 clusters Score -1339282 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1339295.250000 Penalty: 2772.537109
	Iteration 44Q: 3 clusters Score -1339295 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1339302.125000 Penalty: 2772.537109
	Iteration 45Q: 3 clusters Score -1339302 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1339314.000000 Penalty: 2772.537109
	Iteration 46Q: 3 clusters Score -1339314 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1339318.875000 Penalty: 2772.537109
	Iteration 47Q: 3 clusters Score -1339319 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1339327.625000 Penalty: 2772.537109
	Iteration 48Q: 3 clusters Score -1339328 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1339333.000000 Penalty: 2772.537109
	Iteration 49Q: 3 clusters Score -1339333 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1339340.000000 Penalty: 2772.537109
	Iteration 50Q: 3 clusters Score -1339340 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1339350.000000 Penalty: 2772.537109
	Iteration 51Q: 3 clusters Score -1339350 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1339357.000000 Penalty: 2772.537109
	Iteration 52Q: 3 clusters Score -1339357 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1339362.500000 Penalty: 2772.537109
	Iteration 53Q: 3 clusters Score -1339362 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1339376.250000 Penalty: 2772.537109
	Iteration 54Q: 3 clusters Score -1339376 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1339387.250000 Penalty: 2772.537109
	Iteration 55Q: 3 clusters Score -1339387 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1339402.625000 Penalty: 2772.537109
	Iteration 56Q: 3 clusters Score -1339403 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1339417.125000 Penalty: 2772.537109
	Iteration 57Q: 3 clusters Score -1339417 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1339432.875000 Penalty: 2772.537109
	Iteration 58Q: 3 clusters Score -1339433 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1339442.375000 Penalty: 2772.537109
	Iteration 59Q: 3 clusters Score -1339442 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1339456.375000 Penalty: 2772.537109
	Iteration 60F: 3 clusters Score -1339456 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1339468.875000 Penalty: 2772.537109
	Iteration 61Q: 3 clusters Score -1339469 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1339483.875000 Penalty: 2772.537109
	Iteration 62Q: 3 clusters Score -1339484 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1339495.750000 Penalty: 2772.537109
	Iteration 63Q: 3 clusters Score -1339496 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1339507.625000 Penalty: 2772.537109
	Iteration 64Q: 3 clusters Score -1339508 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1339524.875000 Penalty: 2772.537109
	Iteration 65Q: 3 clusters Score -1339525 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1339532.375000 Penalty: 2772.537109
	Iteration 66Q: 3 clusters Score -1339532 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1339538.500000 Penalty: 2772.537109
	Iteration 67Q: 3 clusters Score -1339538 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1339542.875000 Penalty: 2772.537109
	Iteration 68Q: 3 clusters Score -1339543 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1339545.125000 Penalty: 2772.537109
	Iteration 69Q: 3 clusters Score -1339545 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1339544.000000 Penalty: 2772.537109
	Iteration 70Q: 3 clusters Score -1339544 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1339552.750000 Penalty: 2772.537109
	Iteration 71Q: 3 clusters Score -1339553 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1339555.125000 Penalty: 2772.537109
	Iteration 72Q: 3 clusters Score -1339555 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1339560.875000 Penalty: 2772.537109
	Iteration 73Q: 3 clusters Score -1339561 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1339563.125000 Penalty: 2772.537109
	Iteration 74Q: 3 clusters Score -1339563 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1339567.000000 Penalty: 2772.537109
	Iteration 75Q: 3 clusters Score -1339567 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1339572.750000 Penalty: 2772.537109
	Iteration 76Q: 3 clusters Score -1339573 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1339580.875000 Penalty: 2772.537109
	Iteration 77Q: 3 clusters Score -1339581 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1339582.875000 Penalty: 2772.537109
	Iteration 78Q: 3 clusters Score -1339583 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1339586.750000 Penalty: 2772.537109
	Iteration 79Q: 3 clusters Score -1339587 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1339590.875000 Penalty: 2772.537109
	Iteration 80F: 3 clusters Score -1339591 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1339593.000000 Penalty: 2772.537109
	Iteration 81Q: 3 clusters Score -1339593 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1339598.500000 Penalty: 2772.537109
	Iteration 82Q: 3 clusters Score -1339598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1339600.000000 Penalty: 2772.537109
	Iteration 83Q: 3 clusters Score -1339600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1339601.500000 Penalty: 2772.537109
	Iteration 84Q: 3 clusters Score -1339602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1339603.375000 Penalty: 2772.537109
	Iteration 85Q: 3 clusters Score -1339603 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1339605.250000 Penalty: 2772.537109
	Iteration 86Q: 3 clusters Score -1339605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1339605.750000 Penalty: 2772.537109
	Iteration 87Q: 3 clusters Score -1339606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1339606.500000 Penalty: 2772.537109
	Iteration 88Q: 3 clusters Score -1339606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1339607.750000 Penalty: 2772.537109
	Iteration 89Q: 3 clusters Score -1339608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1339605.375000 Penalty: 2772.537109
	Iteration 90Q: 3 clusters Score -1339605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1339609.500000 Penalty: 2772.537109
	Iteration 91Q: 3 clusters Score -1339610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1339609.500000 Penalty: 2772.537109
	Iteration 92Q: 3 clusters Score -1339610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1339611.000000 Penalty: 2772.537109
	Iteration 93Q: 3 clusters Score -1339611 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1339616.375000 Penalty: 2772.537109
	Iteration 94Q: 3 clusters Score -1339616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1339615.750000 Penalty: 2772.537109
	Iteration 95Q: 3 clusters Score -1339616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1339615.875000 Penalty: 2772.537109
	Iteration 96Q: 3 clusters Score -1339616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1339620.625000 Penalty: 2772.537109
	Iteration 97Q: 3 clusters Score -1339621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1339618.625000 Penalty: 2772.537109
	Iteration 98Q: 3 clusters Score -1339619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1339623.750000 Penalty: 2772.537109
	Iteration 99Q: 3 clusters Score -1339624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1339622.875000 Penalty: 2772.537109
	Iteration 100F: 3 clusters Score -1339623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1339624.500000 Penalty: 2772.537109
	Iteration 101Q: 3 clusters Score -1339624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1339623.000000 Penalty: 2772.537109
	Iteration 102Q: 3 clusters Score -1339623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1339623.875000 Penalty: 2772.537109
	Iteration 103Q: 3 clusters Score -1339624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1339624.500000 Penalty: 2772.537109
	Iteration 104Q: 3 clusters Score -1339624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1339624.500000 Penalty: 2772.537109
	Iteration 105F: 3 clusters Score -1339624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -126641.632812 Penalty: 1044.870117
	Iteration 0F: 2 clusters Score -126641.6 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 536 members 
Entering Unmasked Estep 
Score: -125326.445312 Penalty: 2089.740234
	Iteration 0F: 3 clusters Score -125326.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -125635.390625 Penalty: 2089.740234
	Iteration 1F: 3 clusters Score -125635.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -125721.335938 Penalty: 2089.740234
	Iteration 2F: 3 clusters Score -125721.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -125767.695312 Penalty: 2089.740234
	Iteration 3Q: 3 clusters Score -125767.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -125820.492188 Penalty: 2089.740234
	Iteration 4Q: 3 clusters Score -125820.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -125891.812500 Penalty: 2089.740234
	Iteration 5Q: 3 clusters Score -125891.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -125961.125000 Penalty: 2089.740234
	Iteration 6Q: 3 clusters Score -125961.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -126003.695312 Penalty: 2089.740234
	Iteration 7Q: 3 clusters Score -126003.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -126049.695312 Penalty: 2089.740234
	Iteration 8Q: 3 clusters Score -126049.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -126090.539062 Penalty: 2089.740234
	Iteration 9Q: 3 clusters Score -126090.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -126131.843750 Penalty: 2089.740234
	Iteration 10Q: 3 clusters Score -126131.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -126178.460938 Penalty: 2089.740234
	Iteration 11Q: 3 clusters Score -126178.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -126214.765625 Penalty: 2089.740234
	Iteration 12Q: 3 clusters Score -126214.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -126242.500000 Penalty: 2089.740234
	Iteration 13Q: 3 clusters Score -126242.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -126280.835938 Penalty: 2089.740234
	Iteration 14Q: 3 clusters Score -126280.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -126313.367188 Penalty: 2089.740234
	Iteration 15Q: 3 clusters Score -126313.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -126354.070312 Penalty: 2089.740234
	Iteration 16Q: 3 clusters Score -126354.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -126380.679688 Penalty: 2089.740234
	Iteration 17Q: 3 clusters Score -126380.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -126406.007812 Penalty: 2089.740234
	Iteration 18Q: 3 clusters Score -126406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -126418.750000 Penalty: 2089.740234
	Iteration 19Q: 3 clusters Score -126418.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -126424.937500 Penalty: 2089.740234
	Iteration 20F: 3 clusters Score -126424.9 nChanged 8
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: -126433.429688 Penalty: 2089.740234
	Iteration 21Q: 3 clusters Score -126433.4 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: -126441.453125 Penalty: 2089.740234
	Iteration 22Q: 3 clusters Score -126441.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -126449.929688 Penalty: 2089.740234
	Iteration 23Q: 3 clusters Score -126449.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -126460.632812 Penalty: 2089.740234
	Iteration 24Q: 3 clusters Score -126460.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -126474.070312 Penalty: 2089.740234
	Iteration 25Q: 3 clusters Score -126474.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -126487.429688 Penalty: 2089.740234
	Iteration 26Q: 3 clusters Score -126487.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -126498.601562 Penalty: 2089.740234
	Iteration 27Q: 3 clusters Score -126498.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -126505.070312 Penalty: 2089.740234
	Iteration 28Q: 3 clusters Score -126505.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -126513.570312 Penalty: 2089.740234
	Iteration 29Q: 3 clusters Score -126513.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -126516.742188 Penalty: 2089.740234
	Iteration 30Q: 3 clusters Score -126516.7 nChanged 1
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: -126518.164062 Penalty: 2089.740234
	Iteration 31Q: 3 clusters Score -126518.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -126518.789062 Penalty: 2089.740234
	Iteration 32Q: 3 clusters Score -126518.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -126518.789062 Penalty: 2089.740234
	Iteration 33F: 3 clusters Score -126518.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Entering Unmasked Estep 
Score: -1399711.375000 Penalty: 1385.072632
	Iteration 0F: 2 clusters Score -1399711 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1392354.750000 Penalty: 2770.145264
	Iteration 0F: 3 clusters Score -1392355 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1394736.250000 Penalty: 2770.145264
	Iteration 1F: 3 clusters Score -1394736 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1394997.750000 Penalty: 2770.145264
	Iteration 2F: 3 clusters Score -1394998 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1395190.000000 Penalty: 2770.145264
	Iteration 3Q: 3 clusters Score -1395190 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1395323.000000 Penalty: 2770.145264
	Iteration 4Q: 3 clusters Score -1395323 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1395418.875000 Penalty: 2770.145264
	Iteration 5Q: 3 clusters Score -1395419 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1395497.500000 Penalty: 2770.145264
	Iteration 6Q: 3 clusters Score -1395498 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1395564.125000 Penalty: 2770.145264
	Iteration 7Q: 3 clusters Score -1395564 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1395605.750000 Penalty: 2770.145264
	Iteration 8Q: 3 clusters Score -1395606 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1395657.250000 Penalty: 2770.145264
	Iteration 9Q: 3 clusters Score -1395657 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1395698.750000 Penalty: 2770.145264
	Iteration 10Q: 3 clusters Score -1395699 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1395740.250000 Penalty: 2770.145264
	Iteration 11Q: 3 clusters Score -1395740 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1395780.500000 Penalty: 2770.145264
	Iteration 12Q: 3 clusters Score -1395780 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1395824.875000 Penalty: 2770.145264
	Iteration 13Q: 3 clusters Score -1395825 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1395884.625000 Penalty: 2770.145264
	Iteration 14Q: 3 clusters Score -1395885 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1395971.375000 Penalty: 2770.145264
	Iteration 15Q: 3 clusters Score -1395971 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1396089.125000 Penalty: 2770.145264
	Iteration 16Q: 3 clusters Score -1396089 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1396240.375000 Penalty: 2770.145264
	Iteration 17Q: 3 clusters Score -1396240 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1396372.000000 Penalty: 2770.145264
	Iteration 18Q: 3 clusters Score -1396372 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1396544.125000 Penalty: 2770.145264
	Iteration 19Q: 3 clusters Score -1396544 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1396759.375000 Penalty: 2770.145264
	Iteration 20F: 3 clusters Score -1396759 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1397004.000000 Penalty: 2770.145264
	Iteration 21Q: 3 clusters Score -1397004 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1397273.125000 Penalty: 2770.145264
	Iteration 22Q: 3 clusters Score -1397273 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1397531.875000 Penalty: 2770.145264
	Iteration 23Q: 3 clusters Score -1397532 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1397767.500000 Penalty: 2770.145264
	Iteration 24Q: 3 clusters Score -1397768 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1397951.875000 Penalty: 2770.145264
	Iteration 25Q: 3 clusters Score -1397952 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1398085.000000 Penalty: 2770.145264
	Iteration 26Q: 3 clusters Score -1398085 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1398206.875000 Penalty: 2770.145264
	Iteration 27Q: 3 clusters Score -1398207 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1398307.750000 Penalty: 2770.145264
	Iteration 28Q: 3 clusters Score -1398308 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1398384.500000 Penalty: 2770.145264
	Iteration 29Q: 3 clusters Score -1398384 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1398432.625000 Penalty: 2770.145264
	Iteration 30Q: 3 clusters Score -1398433 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1398476.000000 Penalty: 2770.145264
	Iteration 31Q: 3 clusters Score -1398476 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1398509.500000 Penalty: 2770.145264
	Iteration 32Q: 3 clusters Score -1398510 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1398535.375000 Penalty: 2770.145264
	Iteration 33Q: 3 clusters Score -1398535 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1398558.500000 Penalty: 2770.145264
	Iteration 34Q: 3 clusters Score -1398558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1398568.250000 Penalty: 2770.145264
	Iteration 35Q: 3 clusters Score -1398568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1398576.625000 Penalty: 2770.145264
	Iteration 36Q: 3 clusters Score -1398577 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1398587.875000 Penalty: 2770.145264
	Iteration 37Q: 3 clusters Score -1398588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1398591.625000 Penalty: 2770.145264
	Iteration 38Q: 3 clusters Score -1398592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1398600.500000 Penalty: 2770.145264
	Iteration 39Q: 3 clusters Score -1398600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1398602.500000 Penalty: 2770.145264
	Iteration 40F: 3 clusters Score -1398602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1398603.250000 Penalty: 2770.145264
	Iteration 41Q: 3 clusters Score -1398603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1398605.000000 Penalty: 2770.145264
	Iteration 42Q: 3 clusters Score -1398605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1398605.000000 Penalty: 2770.145264
	Iteration 43F: 3 clusters Score -1398605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Entering Unmasked Estep 
Score: -72583.046875 Penalty: 1044.204956
	Iteration 0F: 2 clusters Score -72583.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -71367.554688 Penalty: 2088.409912
	Iteration 0F: 3 clusters Score -71367.55 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -72418.976562 Penalty: 2088.409912
	Iteration 1F: 3 clusters Score -72418.98 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -73040.773438 Penalty: 2088.409912
	Iteration 2F: 3 clusters Score -73040.77 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -73257.562500 Penalty: 2088.409912
	Iteration 3F: 3 clusters Score -73257.56 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -73437.937500 Penalty: 2088.409912
	Iteration 4Q: 3 clusters Score -73437.94 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -73508.328125 Penalty: 2088.409912
	Iteration 5Q: 3 clusters Score -73508.33 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -73558.039062 Penalty: 2088.409912
	Iteration 6Q: 3 clusters Score -73558.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -73597.085938 Penalty: 2088.409912
	Iteration 7Q: 3 clusters Score -73597.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -73628.398438 Penalty: 2088.409912
	Iteration 8Q: 3 clusters Score -73628.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -73676.070312 Penalty: 2088.409912
	Iteration 9Q: 3 clusters Score -73676.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -73704.218750 Penalty: 2088.409912
	Iteration 10Q: 3 clusters Score -73704.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -73727.085938 Penalty: 2088.409912
	Iteration 11Q: 3 clusters Score -73727.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -73749.468750 Penalty: 2088.409912
	Iteration 12Q: 3 clusters Score -73749.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -73761.156250 Penalty: 2088.409912
	Iteration 13Q: 3 clusters Score -73761.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -73772.968750 Penalty: 2088.409912
	Iteration 14Q: 3 clusters Score -73772.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -73791.734375 Penalty: 2088.409912
	Iteration 15Q: 3 clusters Score -73791.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -73825.156250 Penalty: 2088.409912
	Iteration 16Q: 3 clusters Score -73825.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -73875.109375 Penalty: 2088.409912
	Iteration 17Q: 3 clusters Score -73875.11 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -73944.296875 Penalty: 2088.409912
	Iteration 18Q: 3 clusters Score -73944.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -74051.195312 Penalty: 2088.409912
	Iteration 19Q: 3 clusters Score -74051.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -74183.906250 Penalty: 2088.409912
	Iteration 20F: 3 clusters Score -74183.91 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -74451.875000 Penalty: 2088.409912
	Iteration 21Q: 3 clusters Score -74451.88 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -74595.437500 Penalty: 2088.409912
	Iteration 22Q: 3 clusters Score -74595.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -74667.851562 Penalty: 2088.409912
	Iteration 23Q: 3 clusters Score -74667.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -74693.960938 Penalty: 2088.409912
	Iteration 24Q: 3 clusters Score -74693.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -74713.734375 Penalty: 2088.409912
	Iteration 25Q: 3 clusters Score -74713.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -74793.304688 Penalty: 2088.409912
	Iteration 26Q: 3 clusters Score -74793.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -74871.328125 Penalty: 2088.409912
	Iteration 27Q: 3 clusters Score -74871.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -74916.593750 Penalty: 2088.409912
	Iteration 28Q: 3 clusters Score -74916.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -74981.070312 Penalty: 2088.409912
	Iteration 29Q: 3 clusters Score -74981.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -75005.257812 Penalty: 2088.409912
	Iteration 30Q: 3 clusters Score -75005.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -75011.468750 Penalty: 2088.409912
	Iteration 31Q: 3 clusters Score -75011.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -75014.304688 Penalty: 2088.409912
	Iteration 32Q: 3 clusters Score -75014.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -75018.250000 Penalty: 2088.409912
	Iteration 33Q: 3 clusters Score -75018.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -75020.343750 Penalty: 2088.409912
	Iteration 34Q: 3 clusters Score -75020.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -75031.031250 Penalty: 2088.409912
	Iteration 35F: 3 clusters Score -75031.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -75045.343750 Penalty: 2088.409912
	Iteration 36Q: 3 clusters Score -75045.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -75045.343750 Penalty: 2088.409912
	Iteration 37F: 3 clusters Score -75045.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 69539 members 
Mstep: Class 2 contains 43532 members 
Mstep: Class 3 contains 87905 members 
Mstep: Class 4 contains 2836 members 
Mstep: Class 5 contains 67117 members 
Mstep: Class 6 contains 61346 members 
Mstep: Class 7 contains 6952 members 
Mstep: Class 8 contains 5073 members 
Mstep: Class 9 contains 4942 members 
Mstep: Class 10 contains 11957 members 
Mstep: Class 11 contains 9221 members 
Mstep: Class 12 contains 2722 members 
Mstep: Class 13 contains 11118 members 
Mstep: Class 14 contains 1121 members 
Mstep: Class 15 contains 11029 members 
Mstep: Class 16 contains 483 members 
Mstep: Class 17 contains 26203 members 
Mstep: Class 18 contains 24219 members 
Mstep: Class 19 contains 16914 members 
Mstep: Class 20 contains 35415 members 
Mstep: Class 21 contains 43840 members 
Mstep: Class 22 contains 7756 members 
Mstep: Class 23 contains 44518 members 
Mstep: Class 24 contains 7265 members 
Mstep: Class 25 contains 14864 members 
Mstep: Class 26 contains 1934 members 
Mstep: Class 27 contains 41655 members 
Mstep: Class 28 contains 4795 members 
Mstep: Class 29 contains 633 members 
Entering Unmasked Estep 
Score: -80939544.000000 Penalty: 57868.613281
Splitting cluster 16 changes total score from -80918728.000000 to -80939544.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 17 (26203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26203 members 
Entering Unmasked Estep 
Score: -3066822.250000 Penalty: 1513.835938
	Iteration 0F: 2 clusters Score -3066822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -3049759.750000 Penalty: 3027.671875
	Iteration 0F: 3 clusters Score -3049760 nChanged 11738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -3056021.000000 Penalty: 3027.671875
	Iteration 1F: 3 clusters Score -3056021 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -3056633.750000 Penalty: 3027.671875
	Iteration 2F: 3 clusters Score -3056634 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -3057207.500000 Penalty: 3027.671875
	Iteration 3Q: 3 clusters Score -3057208 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -3057854.750000 Penalty: 3027.671875
	Iteration 4Q: 3 clusters Score -3057855 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -3058699.500000 Penalty: 3027.671875
	Iteration 5F: 3 clusters Score -3058700 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -3059824.000000 Penalty: 3027.671875
	Iteration 6F: 3 clusters Score -3059824 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -3061205.250000 Penalty: 3027.671875
	Iteration 7F: 3 clusters Score -3061205 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 21759 members 
Entering Unmasked Estep 
Score: -3062668.500000 Penalty: 3027.671875
	Iteration 8F: 3 clusters Score -3062668 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -3063903.250000 Penalty: 3027.671875
	Iteration 9F: 3 clusters Score -3063903 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 23944 members 
Entering Unmasked Estep 
Score: -3064812.000000 Penalty: 3027.671875
	Iteration 10Q: 3 clusters Score -3064812 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 24516 members 
Entering Unmasked Estep 
Score: -3065428.250000 Penalty: 3027.671875
	Iteration 11Q: 3 clusters Score -3065428 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 24830 members 
Entering Unmasked Estep 
Score: -3065812.000000 Penalty: 3027.671875
	Iteration 12Q: 3 clusters Score -3065812 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 25004 members 
Entering Unmasked Estep 
Score: -3066022.250000 Penalty: 3027.671875
	Iteration 13Q: 3 clusters Score -3066022 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 25104 members 
Entering Unmasked Estep 
Score: -3066144.250000 Penalty: 3027.671875
	Iteration 14Q: 3 clusters Score -3066144 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 25163 members 
Entering Unmasked Estep 
Score: -3066202.750000 Penalty: 3027.671875
	Iteration 15Q: 3 clusters Score -3066203 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 25212 members 
Entering Unmasked Estep 
Score: -3066233.750000 Penalty: 3027.671875
	Iteration 16Q: 3 clusters Score -3066234 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 25247 members 
Entering Unmasked Estep 
Score: -3066255.000000 Penalty: 3027.671875
	Iteration 17Q: 3 clusters Score -3066255 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 25264 members 
Entering Unmasked Estep 
Score: -3066275.250000 Penalty: 3027.671875
	Iteration 18Q: 3 clusters Score -3066275 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 25280 members 
Entering Unmasked Estep 
Score: -3066282.750000 Penalty: 3027.671875
	Iteration 19Q: 3 clusters Score -3066283 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 25286 members 
Entering Unmasked Estep 
Score: -3066290.000000 Penalty: 3027.671875
	Iteration 20F: 3 clusters Score -3066290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 25290 members 
Entering Unmasked Estep 
Score: -3066290.750000 Penalty: 3027.671875
	Iteration 21Q: 3 clusters Score -3066291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 25291 members 
Entering Unmasked Estep 
Score: -3066290.250000 Penalty: 3027.671875
	Iteration 22Q: 3 clusters Score -3066290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 25294 members 
Entering Unmasked Estep 
Score: -3066289.250000 Penalty: 3027.671875
	Iteration 23Q: 3 clusters Score -3066289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 25296 members 
Entering Unmasked Estep 
Score: -3066293.500000 Penalty: 3027.671875
	Iteration 24Q: 3 clusters Score -3066294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 25298 members 
Entering Unmasked Estep 
Score: -3066295.750000 Penalty: 3027.671875
	Iteration 25Q: 3 clusters Score -3066296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 25298 members 
Entering Unmasked Estep 
Score: -3066295.750000 Penalty: 3027.671875
	Iteration 26F: 3 clusters Score -3066296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (24219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24219 members 
Entering Unmasked Estep 
Score: -3022445.000000 Penalty: 1502.119995
	Iteration 0F: 2 clusters Score -3022445 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -3006625.000000 Penalty: 3004.239990
	Iteration 0F: 3 clusters Score -3006625 nChanged 10711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -3012334.250000 Penalty: 3004.239990
	Iteration 1F: 3 clusters Score -3012334 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -3012763.250000 Penalty: 3004.239990
	Iteration 2F: 3 clusters Score -3012763 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -3013090.000000 Penalty: 3004.239990
	Iteration 3Q: 3 clusters Score -3013090 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -3013385.500000 Penalty: 3004.239990
	Iteration 4Q: 3 clusters Score -3013386 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -3013657.750000 Penalty: 3004.239990
	Iteration 5Q: 3 clusters Score -3013658 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -3013966.250000 Penalty: 3004.239990
	Iteration 6Q: 3 clusters Score -3013966 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -3014328.000000 Penalty: 3004.239990
	Iteration 7Q: 3 clusters Score -3014328 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -3014875.000000 Penalty: 3004.239990
	Iteration 8Q: 3 clusters Score -3014875 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -3015601.500000 Penalty: 3004.239990
	Iteration 9F: 3 clusters Score -3015602 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -3016564.000000 Penalty: 3004.239990
	Iteration 10F: 3 clusters Score -3016564 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -3017785.750000 Penalty: 3004.239990
	Iteration 11F: 3 clusters Score -3017786 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 21751 members 
Entering Unmasked Estep 
Score: -3019052.500000 Penalty: 3004.239990
	Iteration 12F: 3 clusters Score -3019052 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 22798 members 
Entering Unmasked Estep 
Score: -3020037.250000 Penalty: 3004.239990
	Iteration 13Q: 3 clusters Score -3020037 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
Score: -3020591.750000 Penalty: 3004.239990
	Iteration 14Q: 3 clusters Score -3020592 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 23705 members 
Entering Unmasked Estep 
Score: -3020894.500000 Penalty: 3004.239990
	Iteration 15Q: 3 clusters Score -3020894 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 23839 members 
Entering Unmasked Estep 
Score: -3021053.250000 Penalty: 3004.239990
	Iteration 16Q: 3 clusters Score -3021053 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 23894 members 
Entering Unmasked Estep 
Score: -3021138.250000 Penalty: 3004.239990
	Iteration 17Q: 3 clusters Score -3021138 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 23923 members 
Entering Unmasked Estep 
Score: -3021178.000000 Penalty: 3004.239990
	Iteration 18Q: 3 clusters Score -3021178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 23935 members 
Entering Unmasked Estep 
Score: -3021191.750000 Penalty: 3004.239990
	Iteration 19Q: 3 clusters Score -3021192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 23942 members 
Entering Unmasked Estep 
Score: -3021204.500000 Penalty: 3004.239990
	Iteration 20F: 3 clusters Score -3021204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 23947 members 
Entering Unmasked Estep 
Score: -3021216.250000 Penalty: 3004.239990
	Iteration 21Q: 3 clusters Score -3021216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 23951 members 
Entering Unmasked Estep 
Score: -3021223.000000 Penalty: 3004.239990
	Iteration 22Q: 3 clusters Score -3021223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 23956 members 
Entering Unmasked Estep 
Score: -3021232.500000 Penalty: 3004.239990
	Iteration 23Q: 3 clusters Score -3021232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 23960 members 
Entering Unmasked Estep 
Score: -3021238.750000 Penalty: 3004.239990
	Iteration 24Q: 3 clusters Score -3021239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 23964 members 
Entering Unmasked Estep 
Score: -3021233.250000 Penalty: 3004.239990
	Iteration 25Q: 3 clusters Score -3021233 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 23964 members 
Entering Unmasked Estep 
Score: -3021233.250000 Penalty: 3004.239990
	Iteration 26F: 3 clusters Score -3021233 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (16914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Entering Unmasked Estep 
Score: -2057376.000000 Penalty: 1448.701538
	Iteration 0F: 2 clusters Score -2057376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -2046259.875000 Penalty: 2897.403076
	Iteration 0F: 3 clusters Score -2046260 nChanged 7382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -2050062.750000 Penalty: 2897.403076
	Iteration 1F: 3 clusters Score -2050063 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -2050433.875000 Penalty: 2897.403076
	Iteration 2F: 3 clusters Score -2050434 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -2050689.875000 Penalty: 2897.403076
	Iteration 3Q: 3 clusters Score -2050690 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -2050910.250000 Penalty: 2897.403076
	Iteration 4Q: 3 clusters Score -2050910 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -2051069.500000 Penalty: 2897.403076
	Iteration 5Q: 3 clusters Score -2051070 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -2051216.375000 Penalty: 2897.403076
	Iteration 6Q: 3 clusters Score -2051216 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -2051345.000000 Penalty: 2897.403076
	Iteration 7Q: 3 clusters Score -2051345 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -2051465.250000 Penalty: 2897.403076
	Iteration 8Q: 3 clusters Score -2051465 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -2051587.500000 Penalty: 2897.403076
	Iteration 9Q: 3 clusters Score -2051588 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -2051713.875000 Penalty: 2897.403076
	Iteration 10Q: 3 clusters Score -2051714 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -2051845.250000 Penalty: 2897.403076
	Iteration 11Q: 3 clusters Score -2051845 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -2052034.250000 Penalty: 2897.403076
	Iteration 12Q: 3 clusters Score -2052034 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -2052257.750000 Penalty: 2897.403076
	Iteration 13Q: 3 clusters Score -2052258 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -2052545.625000 Penalty: 2897.403076
	Iteration 14Q: 3 clusters Score -2052546 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -2052919.125000 Penalty: 2897.403076
	Iteration 15Q: 3 clusters Score -2052919 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -2053373.500000 Penalty: 2897.403076
	Iteration 16Q: 3 clusters Score -2053374 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -2053900.750000 Penalty: 2897.403076
	Iteration 17Q: 3 clusters Score -2053901 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -2054415.000000 Penalty: 2897.403076
	Iteration 18Q: 3 clusters Score -2054415 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -2054877.125000 Penalty: 2897.403076
	Iteration 19Q: 3 clusters Score -2054877 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -2055223.625000 Penalty: 2897.403076
	Iteration 20F: 3 clusters Score -2055224 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -2055497.750000 Penalty: 2897.403076
	Iteration 21Q: 3 clusters Score -2055498 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -2055683.125000 Penalty: 2897.403076
	Iteration 22Q: 3 clusters Score -2055683 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -2055841.375000 Penalty: 2897.403076
	Iteration 23Q: 3 clusters Score -2055841 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -2055952.000000 Penalty: 2897.403076
	Iteration 24Q: 3 clusters Score -2055952 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -2056027.625000 Penalty: 2897.403076
	Iteration 25Q: 3 clusters Score -2056028 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -2056080.750000 Penalty: 2897.403076
	Iteration 26Q: 3 clusters Score -2056081 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -2056117.375000 Penalty: 2897.403076
	Iteration 27Q: 3 clusters Score -2056117 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -2056145.000000 Penalty: 2897.403076
	Iteration 28Q: 3 clusters Score -2056145 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -2056161.750000 Penalty: 2897.403076
	Iteration 29Q: 3 clusters Score -2056162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -2056164.875000 Penalty: 2897.403076
	Iteration 30Q: 3 clusters Score -2056165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -2056169.875000 Penalty: 2897.403076
	Iteration 31Q: 3 clusters Score -2056170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -2056175.625000 Penalty: 2897.403076
	Iteration 32Q: 3 clusters Score -2056176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -2056179.125000 Penalty: 2897.403076
	Iteration 33Q: 3 clusters Score -2056179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -2056180.125000 Penalty: 2897.403076
	Iteration 34Q: 3 clusters Score -2056180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -2056181.000000 Penalty: 2897.403076
	Iteration 35Q: 3 clusters Score -2056181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -2056183.625000 Penalty: 2897.403076
	Iteration 36Q: 3 clusters Score -2056184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -2056182.500000 Penalty: 2897.403076
	Iteration 37Q: 3 clusters Score -2056182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -2056184.000000 Penalty: 2897.403076
	Iteration 38Q: 3 clusters Score -2056184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -2056187.250000 Penalty: 2897.403076
	Iteration 39Q: 3 clusters Score -2056187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -2056188.375000 Penalty: 2897.403076
	Iteration 40F: 3 clusters Score -2056188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -2056190.500000 Penalty: 2897.403076
	Iteration 41Q: 3 clusters Score -2056190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -2056191.375000 Penalty: 2897.403076
	Iteration 42Q: 3 clusters Score -2056191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -2056191.375000 Penalty: 2897.403076
	Iteration 43F: 3 clusters Score -2056191 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (35415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35415 members 
Entering Unmasked Estep 
Score: -4449282.000000 Penalty: 1558.663818
	Iteration 0F: 2 clusters Score -4449282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -4426271.500000 Penalty: 3117.327637
	Iteration 0F: 3 clusters Score -4426272 nChanged 16130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -4434989.500000 Penalty: 3117.327637
	Iteration 1F: 3 clusters Score -4434990 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -4435411.500000 Penalty: 3117.327637
	Iteration 2Q: 3 clusters Score -4435412 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -4435748.500000 Penalty: 3117.327637
	Iteration 3Q: 3 clusters Score -4435748 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -4436032.000000 Penalty: 3117.327637
	Iteration 4Q: 3 clusters Score -4436032 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -4436299.000000 Penalty: 3117.327637
	Iteration 5Q: 3 clusters Score -4436299 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -4436521.500000 Penalty: 3117.327637
	Iteration 6Q: 3 clusters Score -4436522 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -4436798.000000 Penalty: 3117.327637
	Iteration 7Q: 3 clusters Score -4436798 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20441 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -4437145.500000 Penalty: 3117.327637
	Iteration 8Q: 3 clusters Score -4437146 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -4437580.500000 Penalty: 3117.327637
	Iteration 9Q: 3 clusters Score -4437580 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22880 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -4438254.000000 Penalty: 3117.327637
	Iteration 10Q: 3 clusters Score -4438254 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24567 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -4439132.500000 Penalty: 3117.327637
	Iteration 11Q: 3 clusters Score -4439132 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26554 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -4440422.000000 Penalty: 3117.327637
	Iteration 12F: 3 clusters Score -4440422 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28839 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -4442184.500000 Penalty: 3117.327637
	Iteration 13F: 3 clusters Score -4442184 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31094 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -4444138.500000 Penalty: 3117.327637
	Iteration 14F: 3 clusters Score -4444138 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32921 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -4445821.500000 Penalty: 3117.327637
	Iteration 15F: 3 clusters Score -4445822 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34057 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -4446907.500000 Penalty: 3117.327637
	Iteration 16Q: 3 clusters Score -4446908 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34644 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -4447445.500000 Penalty: 3117.327637
	Iteration 17Q: 3 clusters Score -4447446 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34899 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -4447721.500000 Penalty: 3117.327637
	Iteration 18Q: 3 clusters Score -4447722 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35009 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -4447848.500000 Penalty: 3117.327637
	Iteration 19Q: 3 clusters Score -4447848 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35050 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -4447895.500000 Penalty: 3117.327637
	Iteration 20F: 3 clusters Score -4447896 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35075 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -4447938.500000 Penalty: 3117.327637
	Iteration 21Q: 3 clusters Score -4447938 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35089 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -4447973.000000 Penalty: 3117.327637
	Iteration 22Q: 3 clusters Score -4447973 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35098 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -4447986.000000 Penalty: 3117.327637
	Iteration 23Q: 3 clusters Score -4447986 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35102 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -4448007.500000 Penalty: 3117.327637
	Iteration 24Q: 3 clusters Score -4448008 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35107 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -4448024.500000 Penalty: 3117.327637
	Iteration 25Q: 3 clusters Score -4448024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35111 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -4448030.000000 Penalty: 3117.327637
	Iteration 26Q: 3 clusters Score -4448030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35117 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -4448043.500000 Penalty: 3117.327637
	Iteration 27Q: 3 clusters Score -4448044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35121 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -4448054.000000 Penalty: 3117.327637
	Iteration 28Q: 3 clusters Score -4448054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35122 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -4448054.500000 Penalty: 3117.327637
	Iteration 29Q: 3 clusters Score -4448054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35124 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -4448055.000000 Penalty: 3117.327637
	Iteration 30Q: 3 clusters Score -4448055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35126 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -4448054.500000 Penalty: 3117.327637
	Iteration 31Q: 3 clusters Score -4448054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35127 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -4448059.000000 Penalty: 3117.327637
	Iteration 32Q: 3 clusters Score -4448059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35130 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -4448061.500000 Penalty: 3117.327637
	Iteration 33Q: 3 clusters Score -4448062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35132 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -4448065.000000 Penalty: 3117.327637
	Iteration 34Q: 3 clusters Score -4448065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35133 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -4448067.000000 Penalty: 3117.327637
	Iteration 35Q: 3 clusters Score -4448067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35134 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -4448069.500000 Penalty: 3117.327637
	Iteration 36Q: 3 clusters Score -4448070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35136 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -4448077.000000 Penalty: 3117.327637
	Iteration 37Q: 3 clusters Score -4448077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35137 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -4448083.000000 Penalty: 3117.327637
	Iteration 38Q: 3 clusters Score -4448083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35138 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -4448083.000000 Penalty: 3117.327637
	Iteration 39Q: 3 clusters Score -4448083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35137 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -4448084.000000 Penalty: 3117.327637
	Iteration 40F: 3 clusters Score -4448084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35137 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -4448089.500000 Penalty: 3117.327637
	Iteration 41Q: 3 clusters Score -4448090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35137 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -4448089.500000 Penalty: 3117.327637
	Iteration 42F: 3 clusters Score -4448090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (43840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43840 members 
Entering Unmasked Estep 
Score: -5507150.500000 Penalty: 1590.419434
	Iteration 0F: 2 clusters Score -5507150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -5478810.500000 Penalty: 3180.838867
	Iteration 0F: 3 clusters Score -5478810 nChanged 20364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23430 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -5490112.000000 Penalty: 3180.838867
	Iteration 1F: 3 clusters Score -5490112 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -5491199.000000 Penalty: 3180.838867
	Iteration 2Q: 3 clusters Score -5491199 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24970 members 
Mstep: Class 2 contains 18870 members 
Entering Unmasked Estep 
Score: -5493343.500000 Penalty: 3180.838867
	Iteration 3F: 3 clusters Score -5493344 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25514 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -5497236.000000 Penalty: 3180.838867
	Iteration 4F: 3 clusters Score -5497236 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24639 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -5501894.000000 Penalty: 3180.838867
	Iteration 5F: 3 clusters Score -5501894 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -5506305.500000 Penalty: 3180.838867
	Iteration 6F: 3 clusters Score -5506306 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 24361 members 
Entering Unmasked Estep 
Score: -5510222.000000 Penalty: 3180.838867
	Iteration 7F: 3 clusters Score -5510222 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 26695 members 
Entering Unmasked Estep 
Score: -5513259.500000 Penalty: 3180.838867
	Iteration 8F: 3 clusters Score -5513260 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 28327 members 
Entering Unmasked Estep 
Score: -5515210.500000 Penalty: 3180.838867
	Iteration 9Q: 3 clusters Score -5515210 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 29425 members 
Entering Unmasked Estep 
Score: -5516255.000000 Penalty: 3180.838867
	Iteration 10Q: 3 clusters Score -5516255 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 30270 members 
Entering Unmasked Estep 
Score: -5516932.500000 Penalty: 3180.838867
	Iteration 11Q: 3 clusters Score -5516932 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 31015 members 
Entering Unmasked Estep 
Score: -5517546.500000 Penalty: 3180.838867
	Iteration 12Q: 3 clusters Score -5517546 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 31668 members 
Entering Unmasked Estep 
Score: -5518079.500000 Penalty: 3180.838867
	Iteration 13Q: 3 clusters Score -5518080 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 32232 members 
Entering Unmasked Estep 
Score: -5518513.000000 Penalty: 3180.838867
	Iteration 14Q: 3 clusters Score -5518513 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 32704 members 
Entering Unmasked Estep 
Score: -5518876.500000 Penalty: 3180.838867
	Iteration 15Q: 3 clusters Score -5518876 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 33080 members 
Entering Unmasked Estep 
Score: -5519158.000000 Penalty: 3180.838867
	Iteration 16Q: 3 clusters Score -5519158 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 33357 members 
Entering Unmasked Estep 
Score: -5519314.000000 Penalty: 3180.838867
	Iteration 17Q: 3 clusters Score -5519314 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 33552 members 
Entering Unmasked Estep 
Score: -5519390.000000 Penalty: 3180.838867
	Iteration 18Q: 3 clusters Score -5519390 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 33684 members 
Entering Unmasked Estep 
Score: -5519438.000000 Penalty: 3180.838867
	Iteration 19Q: 3 clusters Score -5519438 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 33794 members 
Entering Unmasked Estep 
Score: -5519468.500000 Penalty: 3180.838867
	Iteration 20F: 3 clusters Score -5519468 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 33864 members 
Entering Unmasked Estep 
Score: -5519471.500000 Penalty: 3180.838867
	Iteration 21Q: 3 clusters Score -5519472 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 33913 members 
Entering Unmasked Estep 
Score: -5519485.500000 Penalty: 3180.838867
	Iteration 22Q: 3 clusters Score -5519486 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 33943 members 
Entering Unmasked Estep 
Score: -5519490.000000 Penalty: 3180.838867
	Iteration 23Q: 3 clusters Score -5519490 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 33963 members 
Entering Unmasked Estep 
Score: -5519501.000000 Penalty: 3180.838867
	Iteration 24Q: 3 clusters Score -5519501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 33971 members 
Entering Unmasked Estep 
Score: -5519495.000000 Penalty: 3180.838867
	Iteration 25Q: 3 clusters Score -5519495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 33975 members 
Entering Unmasked Estep 
Score: -5519499.000000 Penalty: 3180.838867
	Iteration 26Q: 3 clusters Score -5519499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 33977 members 
Entering Unmasked Estep 
Score: -5519495.500000 Penalty: 3180.838867
	Iteration 27Q: 3 clusters Score -5519496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 33979 members 
Entering Unmasked Estep 
Score: -5519496.500000 Penalty: 3180.838867
	Iteration 28Q: 3 clusters Score -5519496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 33981 members 
Entering Unmasked Estep 
Score: -5519500.000000 Penalty: 3180.838867
	Iteration 29Q: 3 clusters Score -5519500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 33982 members 
Entering Unmasked Estep 
Score: -5519495.500000 Penalty: 3180.838867
	Iteration 30Q: 3 clusters Score -5519496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 33982 members 
Entering Unmasked Estep 
Score: -5519495.500000 Penalty: 3180.838867
	Iteration 31F: 3 clusters Score -5519496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 69539 members 
Mstep: Class 2 contains 43532 members 
Mstep: Class 3 contains 87905 members 
Mstep: Class 4 contains 2836 members 
Mstep: Class 5 contains 67117 members 
Mstep: Class 6 contains 61346 members 
Mstep: Class 7 contains 6952 members 
Mstep: Class 8 contains 5073 members 
Mstep: Class 9 contains 4942 members 
Mstep: Class 10 contains 11957 members 
Mstep: Class 11 contains 9221 members 
Mstep: Class 12 contains 2722 members 
Mstep: Class 13 contains 11118 members 
Mstep: Class 14 contains 1121 members 
Mstep: Class 15 contains 11029 members 
Mstep: Class 16 contains 483 members 
Mstep: Class 17 contains 26203 members 
Mstep: Class 18 contains 24219 members 
Mstep: Class 19 contains 16914 members 
Mstep: Class 20 contains 35415 members 
Mstep: Class 21 contains 9858 members 
Mstep: Class 22 contains 7756 members 
Mstep: Class 23 contains 44518 members 
Mstep: Class 24 contains 7265 members 
Mstep: Class 25 contains 14864 members 
Mstep: Class 26 contains 1934 members 
Mstep: Class 27 contains 41655 members 
Mstep: Class 28 contains 4795 members 
Mstep: Class 29 contains 633 members 
Mstep: Class 30 contains 33982 members 
Entering Unmasked Estep 
Score: -80950960.000000 Penalty: 59864.078125
Splitting cluster 21 changes total score from -80918728.000000 to -80950960.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 22 (7756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Entering Unmasked Estep 
Score: -927506.000000 Penalty: 1332.685791
	Iteration 0F: 2 clusters Score -927506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -922088.875000 Penalty: 2665.371582
	Iteration 0F: 3 clusters Score -922088.9 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -923921.500000 Penalty: 2665.371582
	Iteration 1F: 3 clusters Score -923921.5 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -924322.687500 Penalty: 2665.371582
	Iteration 2F: 3 clusters Score -924322.7 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -924630.687500 Penalty: 2665.371582
	Iteration 3F: 3 clusters Score -924630.7 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -924868.937500 Penalty: 2665.371582
	Iteration 4F: 3 clusters Score -924868.9 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -925100.687500 Penalty: 2665.371582
	Iteration 5Q: 3 clusters Score -925100.7 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -925318.312500 Penalty: 2665.371582
	Iteration 6Q: 3 clusters Score -925318.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -925473.000000 Penalty: 2665.371582
	Iteration 7Q: 3 clusters Score -925473 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -925617.625000 Penalty: 2665.371582
	Iteration 8Q: 3 clusters Score -925617.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -925744.500000 Penalty: 2665.371582
	Iteration 9Q: 3 clusters Score -925744.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -925854.937500 Penalty: 2665.371582
	Iteration 10Q: 3 clusters Score -925854.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -925971.125000 Penalty: 2665.371582
	Iteration 11Q: 3 clusters Score -925971.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -926063.500000 Penalty: 2665.371582
	Iteration 12Q: 3 clusters Score -926063.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -926148.750000 Penalty: 2665.371582
	Iteration 13Q: 3 clusters Score -926148.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -926229.187500 Penalty: 2665.371582
	Iteration 14Q: 3 clusters Score -926229.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -926299.875000 Penalty: 2665.371582
	Iteration 15Q: 3 clusters Score -926299.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -926363.750000 Penalty: 2665.371582
	Iteration 16Q: 3 clusters Score -926363.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -926428.500000 Penalty: 2665.371582
	Iteration 17Q: 3 clusters Score -926428.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -926494.375000 Penalty: 2665.371582
	Iteration 18Q: 3 clusters Score -926494.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -926544.812500 Penalty: 2665.371582
	Iteration 19Q: 3 clusters Score -926544.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -926600.437500 Penalty: 2665.371582
	Iteration 20F: 3 clusters Score -926600.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -926644.000000 Penalty: 2665.371582
	Iteration 21Q: 3 clusters Score -926644 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -926685.125000 Penalty: 2665.371582
	Iteration 22Q: 3 clusters Score -926685.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -926719.500000 Penalty: 2665.371582
	Iteration 23Q: 3 clusters Score -926719.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -926753.562500 Penalty: 2665.371582
	Iteration 24Q: 3 clusters Score -926753.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -926781.687500 Penalty: 2665.371582
	Iteration 25Q: 3 clusters Score -926781.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -926806.187500 Penalty: 2665.371582
	Iteration 26Q: 3 clusters Score -926806.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -926830.312500 Penalty: 2665.371582
	Iteration 27Q: 3 clusters Score -926830.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -926856.062500 Penalty: 2665.371582
	Iteration 28Q: 3 clusters Score -926856.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -926872.312500 Penalty: 2665.371582
	Iteration 29Q: 3 clusters Score -926872.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -926886.562500 Penalty: 2665.371582
	Iteration 30Q: 3 clusters Score -926886.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -926902.937500 Penalty: 2665.371582
	Iteration 31Q: 3 clusters Score -926902.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -926913.687500 Penalty: 2665.371582
	Iteration 32Q: 3 clusters Score -926913.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -926914.750000 Penalty: 2665.371582
	Iteration 33Q: 3 clusters Score -926914.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -926915.750000 Penalty: 2665.371582
	Iteration 34Q: 3 clusters Score -926915.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -926920.000000 Penalty: 2665.371582
	Iteration 35Q: 3 clusters Score -926920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -926921.187500 Penalty: 2665.371582
	Iteration 36Q: 3 clusters Score -926921.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -926921.437500 Penalty: 2665.371582
	Iteration 37Q: 3 clusters Score -926921.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -926925.125000 Penalty: 2665.371582
	Iteration 38Q: 3 clusters Score -926925.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -926925.750000 Penalty: 2665.371582
	Iteration 39Q: 3 clusters Score -926925.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -926929.312500 Penalty: 2665.371582
	Iteration 40F: 3 clusters Score -926929.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -926935.312500 Penalty: 2665.371582
	Iteration 41Q: 3 clusters Score -926935.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -926942.750000 Penalty: 2665.371582
	Iteration 42Q: 3 clusters Score -926942.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -926954.187500 Penalty: 2665.371582
	Iteration 43Q: 3 clusters Score -926954.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -926962.250000 Penalty: 2665.371582
	Iteration 44Q: 3 clusters Score -926962.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -926967.125000 Penalty: 2665.371582
	Iteration 45Q: 3 clusters Score -926967.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -926969.625000 Penalty: 2665.371582
	Iteration 46Q: 3 clusters Score -926969.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -926969.625000 Penalty: 2665.371582
	Iteration 47F: 3 clusters Score -926969.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (44518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44518 members 
Entering Unmasked Estep 
Score: -5601308.500000 Penalty: 1592.702881
	Iteration 0F: 2 clusters Score -5601308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22342 members 
Mstep: Class 2 contains 22176 members 
Entering Unmasked Estep 
Score: -5572680.000000 Penalty: 3185.405762
	Iteration 0F: 3 clusters Score -5572680 nChanged 20447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 21429 members 
Entering Unmasked Estep 
Score: -5584067.000000 Penalty: 3185.405762
	Iteration 1F: 3 clusters Score -5584067 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -5584886.000000 Penalty: 3185.405762
	Iteration 2Q: 3 clusters Score -5584886 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24591 members 
Mstep: Class 2 contains 19927 members 
Entering Unmasked Estep 
Score: -5585888.500000 Penalty: 3185.405762
	Iteration 3F: 3 clusters Score -5585888 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25679 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -5587144.500000 Penalty: 3185.405762
	Iteration 4F: 3 clusters Score -5587144 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27009 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -5588514.500000 Penalty: 3185.405762
	Iteration 5F: 3 clusters Score -5588514 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28446 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -5590124.000000 Penalty: 3185.405762
	Iteration 6F: 3 clusters Score -5590124 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29815 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -5592008.000000 Penalty: 3185.405762
	Iteration 7F: 3 clusters Score -5592008 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30915 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -5594774.000000 Penalty: 3185.405762
	Iteration 8F: 3 clusters Score -5594774 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31305 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -5599539.000000 Penalty: 3185.405762
	Iteration 9F: 3 clusters Score -5599539 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30331 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -5604646.000000 Penalty: 3185.405762
	Iteration 10F: 3 clusters Score -5604646 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28733 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -5607446.000000 Penalty: 3185.405762
	Iteration 11F: 3 clusters Score -5607446 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27370 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -5609182.500000 Penalty: 3185.405762
	Iteration 12Q: 3 clusters Score -5609182 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26201 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -5610481.000000 Penalty: 3185.405762
	Iteration 13Q: 3 clusters Score -5610481 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25144 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -5611664.500000 Penalty: 3185.405762
	Iteration 14Q: 3 clusters Score -5611664 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24247 members 
Mstep: Class 2 contains 20271 members 
Entering Unmasked Estep 
Score: -5612553.000000 Penalty: 3185.405762
	Iteration 15Q: 3 clusters Score -5612553 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23588 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -5613109.500000 Penalty: 3185.405762
	Iteration 16Q: 3 clusters Score -5613110 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23135 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -5613394.500000 Penalty: 3185.405762
	Iteration 17Q: 3 clusters Score -5613394 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22834 members 
Mstep: Class 2 contains 21684 members 
Entering Unmasked Estep 
Score: -5613557.500000 Penalty: 3185.405762
	Iteration 18Q: 3 clusters Score -5613558 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 21878 members 
Entering Unmasked Estep 
Score: -5613623.500000 Penalty: 3185.405762
	Iteration 19Q: 3 clusters Score -5613624 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22532 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -5613642.000000 Penalty: 3185.405762
	Iteration 20F: 3 clusters Score -5613642 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22449 members 
Mstep: Class 2 contains 22069 members 
Entering Unmasked Estep 
Score: -5613676.000000 Penalty: 3185.405762
	Iteration 21Q: 3 clusters Score -5613676 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22401 members 
Mstep: Class 2 contains 22117 members 
Entering Unmasked Estep 
Score: -5613675.000000 Penalty: 3185.405762
	Iteration 22Q: 3 clusters Score -5613675 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22367 members 
Mstep: Class 2 contains 22151 members 
Entering Unmasked Estep 
Score: -5613697.000000 Penalty: 3185.405762
	Iteration 23Q: 3 clusters Score -5613697 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22355 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -5613696.000000 Penalty: 3185.405762
	Iteration 24Q: 3 clusters Score -5613696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22347 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -5613695.500000 Penalty: 3185.405762
	Iteration 25Q: 3 clusters Score -5613696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -5613696.000000 Penalty: 3185.405762
	Iteration 26Q: 3 clusters Score -5613696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -5613696.000000 Penalty: 3185.405762
	Iteration 27F: 3 clusters Score -5613696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 69539 members 
Mstep: Class 2 contains 43532 members 
Mstep: Class 3 contains 87905 members 
Mstep: Class 4 contains 2836 members 
Mstep: Class 5 contains 67117 members 
Mstep: Class 6 contains 61346 members 
Mstep: Class 7 contains 6952 members 
Mstep: Class 8 contains 5073 members 
Mstep: Class 9 contains 4942 members 
Mstep: Class 10 contains 11957 members 
Mstep: Class 11 contains 9221 members 
Mstep: Class 12 contains 2722 members 
Mstep: Class 13 contains 11118 members 
Mstep: Class 14 contains 1121 members 
Mstep: Class 15 contains 11029 members 
Mstep: Class 16 contains 483 members 
Mstep: Class 17 contains 26203 members 
Mstep: Class 18 contains 24219 members 
Mstep: Class 19 contains 16914 members 
Mstep: Class 20 contains 35415 members 
Mstep: Class 21 contains 9858 members 
Mstep: Class 22 contains 7756 members 
Mstep: Class 23 contains 22346 members 
Mstep: Class 24 contains 7265 members 
Mstep: Class 25 contains 14864 members 
Mstep: Class 26 contains 1934 members 
Mstep: Class 27 contains 41655 members 
Mstep: Class 28 contains 4795 members 
Mstep: Class 29 contains 633 members 
Mstep: Class 30 contains 33982 members 
Mstep: Class 31 contains 22172 members 
Entering Unmasked Estep 
Score: -80962824.000000 Penalty: 61859.550781
Splitting cluster 23 changes total score from -80918728.000000 to -80962824.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 24 (7265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Entering Unmasked Estep 
Score: -856883.250000 Penalty: 1322.954590
	Iteration 0F: 2 clusters Score -856883.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -851745.812500 Penalty: 2645.909180
	Iteration 0F: 3 clusters Score -851745.8 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -853437.812500 Penalty: 2645.909180
	Iteration 1F: 3 clusters Score -853437.8 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -853740.062500 Penalty: 2645.909180
	Iteration 2F: 3 clusters Score -853740.1 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -853971.562500 Penalty: 2645.909180
	Iteration 3F: 3 clusters Score -853971.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -854166.187500 Penalty: 2645.909180
	Iteration 4Q: 3 clusters Score -854166.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -854366.562500 Penalty: 2645.909180
	Iteration 5Q: 3 clusters Score -854366.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -854561.375000 Penalty: 2645.909180
	Iteration 6Q: 3 clusters Score -854561.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -854764.062500 Penalty: 2645.909180
	Iteration 7Q: 3 clusters Score -854764.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -854974.812500 Penalty: 2645.909180
	Iteration 8Q: 3 clusters Score -854974.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -855225.937500 Penalty: 2645.909180
	Iteration 9Q: 3 clusters Score -855225.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -855478.375000 Penalty: 2645.909180
	Iteration 10Q: 3 clusters Score -855478.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -855712.937500 Penalty: 2645.909180
	Iteration 11Q: 3 clusters Score -855712.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -855861.500000 Penalty: 2645.909180
	Iteration 12Q: 3 clusters Score -855861.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -855955.250000 Penalty: 2645.909180
	Iteration 13Q: 3 clusters Score -855955.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -856016.187500 Penalty: 2645.909180
	Iteration 14Q: 3 clusters Score -856016.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -856059.062500 Penalty: 2645.909180
	Iteration 15Q: 3 clusters Score -856059.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -856086.687500 Penalty: 2645.909180
	Iteration 16Q: 3 clusters Score -856086.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -856097.375000 Penalty: 2645.909180
	Iteration 17Q: 3 clusters Score -856097.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -856109.000000 Penalty: 2645.909180
	Iteration 18Q: 3 clusters Score -856109 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -856113.187500 Penalty: 2645.909180
	Iteration 19Q: 3 clusters Score -856113.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -856120.000000 Penalty: 2645.909180
	Iteration 20F: 3 clusters Score -856120 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -856124.437500 Penalty: 2645.909180
	Iteration 21Q: 3 clusters Score -856124.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -856128.562500 Penalty: 2645.909180
	Iteration 22Q: 3 clusters Score -856128.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -856133.125000 Penalty: 2645.909180
	Iteration 23Q: 3 clusters Score -856133.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -856136.250000 Penalty: 2645.909180
	Iteration 24Q: 3 clusters Score -856136.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -856141.625000 Penalty: 2645.909180
	Iteration 25Q: 3 clusters Score -856141.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -856146.000000 Penalty: 2645.909180
	Iteration 26Q: 3 clusters Score -856146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -856151.812500 Penalty: 2645.909180
	Iteration 27Q: 3 clusters Score -856151.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -856154.687500 Penalty: 2645.909180
	Iteration 28Q: 3 clusters Score -856154.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -856163.625000 Penalty: 2645.909180
	Iteration 29Q: 3 clusters Score -856163.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -856183.625000 Penalty: 2645.909180
	Iteration 30Q: 3 clusters Score -856183.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -856200.750000 Penalty: 2645.909180
	Iteration 31Q: 3 clusters Score -856200.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -856222.562500 Penalty: 2645.909180
	Iteration 32Q: 3 clusters Score -856222.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -856246.375000 Penalty: 2645.909180
	Iteration 33Q: 3 clusters Score -856246.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -856267.875000 Penalty: 2645.909180
	Iteration 34Q: 3 clusters Score -856267.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -856282.000000 Penalty: 2645.909180
	Iteration 35Q: 3 clusters Score -856282 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -856295.187500 Penalty: 2645.909180
	Iteration 36Q: 3 clusters Score -856295.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -856310.312500 Penalty: 2645.909180
	Iteration 37Q: 3 clusters Score -856310.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -856323.125000 Penalty: 2645.909180
	Iteration 38Q: 3 clusters Score -856323.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -856336.312500 Penalty: 2645.909180
	Iteration 39Q: 3 clusters Score -856336.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -856342.187500 Penalty: 2645.909180
	Iteration 40F: 3 clusters Score -856342.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -856345.875000 Penalty: 2645.909180
	Iteration 41Q: 3 clusters Score -856345.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -856352.375000 Penalty: 2645.909180
	Iteration 42Q: 3 clusters Score -856352.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -856360.375000 Penalty: 2645.909180
	Iteration 43Q: 3 clusters Score -856360.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -856361.125000 Penalty: 2645.909180
	Iteration 44Q: 3 clusters Score -856361.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -856363.375000 Penalty: 2645.909180
	Iteration 45Q: 3 clusters Score -856363.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -856366.750000 Penalty: 2645.909180
	Iteration 46Q: 3 clusters Score -856366.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -856368.312500 Penalty: 2645.909180
	Iteration 47Q: 3 clusters Score -856368.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -856367.125000 Penalty: 2645.909180
	Iteration 48Q: 3 clusters Score -856367.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -856368.625000 Penalty: 2645.909180
	Iteration 49Q: 3 clusters Score -856368.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -856370.500000 Penalty: 2645.909180
	Iteration 50Q: 3 clusters Score -856370.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -856373.750000 Penalty: 2645.909180
	Iteration 51Q: 3 clusters Score -856373.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -856374.875000 Penalty: 2645.909180
	Iteration 52Q: 3 clusters Score -856374.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -856377.625000 Penalty: 2645.909180
	Iteration 53Q: 3 clusters Score -856377.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -856378.937500 Penalty: 2645.909180
	Iteration 54Q: 3 clusters Score -856378.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -856380.875000 Penalty: 2645.909180
	Iteration 55Q: 3 clusters Score -856380.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -856382.000000 Penalty: 2645.909180
	Iteration 56Q: 3 clusters Score -856382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -856381.750000 Penalty: 2645.909180
	Iteration 57Q: 3 clusters Score -856381.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -856381.187500 Penalty: 2645.909180
	Iteration 58Q: 3 clusters Score -856381.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -856383.437500 Penalty: 2645.909180
	Iteration 59Q: 3 clusters Score -856383.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -856384.125000 Penalty: 2645.909180
	Iteration 60F: 3 clusters Score -856384.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -856384.312500 Penalty: 2645.909180
	Iteration 61Q: 3 clusters Score -856384.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -856384.000000 Penalty: 2645.909180
	Iteration 62Q: 3 clusters Score -856384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -856384.000000 Penalty: 2645.909180
	Iteration 63F: 3 clusters Score -856384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (14864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Entering Unmasked Estep 
Score: -1792248.250000 Penalty: 1429.476562
	Iteration 0F: 2 clusters Score -1792248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1782527.375000 Penalty: 2858.953125
	Iteration 0F: 3 clusters Score -1782527 nChanged 6326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1785971.250000 Penalty: 2858.953125
	Iteration 1F: 3 clusters Score -1785971 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1786380.125000 Penalty: 2858.953125
	Iteration 2F: 3 clusters Score -1786380 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1786757.000000 Penalty: 2858.953125
	Iteration 3F: 3 clusters Score -1786757 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1787114.875000 Penalty: 2858.953125
	Iteration 4Q: 3 clusters Score -1787115 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1787518.625000 Penalty: 2858.953125
	Iteration 5Q: 3 clusters Score -1787519 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1787985.250000 Penalty: 2858.953125
	Iteration 6Q: 3 clusters Score -1787985 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -1788474.250000 Penalty: 2858.953125
	Iteration 7Q: 3 clusters Score -1788474 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -1788987.375000 Penalty: 2858.953125
	Iteration 8Q: 3 clusters Score -1788987 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -1789461.750000 Penalty: 2858.953125
	Iteration 9Q: 3 clusters Score -1789462 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -1789869.250000 Penalty: 2858.953125
	Iteration 10Q: 3 clusters Score -1789869 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -1790167.000000 Penalty: 2858.953125
	Iteration 11Q: 3 clusters Score -1790167 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -1790408.875000 Penalty: 2858.953125
	Iteration 12Q: 3 clusters Score -1790409 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -1790566.750000 Penalty: 2858.953125
	Iteration 13Q: 3 clusters Score -1790567 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -1790691.250000 Penalty: 2858.953125
	Iteration 14Q: 3 clusters Score -1790691 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -1790779.375000 Penalty: 2858.953125
	Iteration 15Q: 3 clusters Score -1790779 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -1790860.000000 Penalty: 2858.953125
	Iteration 16Q: 3 clusters Score -1790860 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -1790918.375000 Penalty: 2858.953125
	Iteration 17Q: 3 clusters Score -1790918 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -1790958.000000 Penalty: 2858.953125
	Iteration 18Q: 3 clusters Score -1790958 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -1790979.875000 Penalty: 2858.953125
	Iteration 19Q: 3 clusters Score -1790980 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -1791006.625000 Penalty: 2858.953125
	Iteration 20F: 3 clusters Score -1791007 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -1791024.750000 Penalty: 2858.953125
	Iteration 21Q: 3 clusters Score -1791025 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -1791043.375000 Penalty: 2858.953125
	Iteration 22Q: 3 clusters Score -1791043 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -1791065.000000 Penalty: 2858.953125
	Iteration 23Q: 3 clusters Score -1791065 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -1791076.375000 Penalty: 2858.953125
	Iteration 24Q: 3 clusters Score -1791076 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -1791092.750000 Penalty: 2858.953125
	Iteration 25Q: 3 clusters Score -1791093 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -1791103.500000 Penalty: 2858.953125
	Iteration 26Q: 3 clusters Score -1791104 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -1791112.250000 Penalty: 2858.953125
	Iteration 27Q: 3 clusters Score -1791112 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -1791122.375000 Penalty: 2858.953125
	Iteration 28Q: 3 clusters Score -1791122 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -1791132.875000 Penalty: 2858.953125
	Iteration 29Q: 3 clusters Score -1791133 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -1791137.250000 Penalty: 2858.953125
	Iteration 30Q: 3 clusters Score -1791137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -1791140.500000 Penalty: 2858.953125
	Iteration 31Q: 3 clusters Score -1791140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -1791142.000000 Penalty: 2858.953125
	Iteration 32Q: 3 clusters Score -1791142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -1791148.125000 Penalty: 2858.953125
	Iteration 33Q: 3 clusters Score -1791148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -1791150.500000 Penalty: 2858.953125
	Iteration 34Q: 3 clusters Score -1791150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -1791152.250000 Penalty: 2858.953125
	Iteration 35Q: 3 clusters Score -1791152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -1791150.750000 Penalty: 2858.953125
	Iteration 36Q: 3 clusters Score -1791151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -1791151.875000 Penalty: 2858.953125
	Iteration 37Q: 3 clusters Score -1791152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -1791151.875000 Penalty: 2858.953125
	Iteration 38F: 3 clusters Score -1791152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Entering Unmasked Estep 
Score: -166935.937500 Penalty: 1126.020996
	Iteration 0F: 2 clusters Score -166935.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -165250.875000 Penalty: 2252.041992
	Iteration 0F: 3 clusters Score -165250.9 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -166631.859375 Penalty: 2252.041992
	Iteration 1F: 3 clusters Score -166631.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -167841.906250 Penalty: 2252.041992
	Iteration 2F: 3 clusters Score -167841.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -168818.093750 Penalty: 2252.041992
	Iteration 3F: 3 clusters Score -168818.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -169236.093750 Penalty: 2252.041992
	Iteration 4F: 3 clusters Score -169236.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -169691.281250 Penalty: 2252.041992
	Iteration 5F: 3 clusters Score -169691.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -170179.843750 Penalty: 2252.041992
	Iteration 6Q: 3 clusters Score -170179.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -170355.546875 Penalty: 2252.041992
	Iteration 7Q: 3 clusters Score -170355.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -170437.140625 Penalty: 2252.041992
	Iteration 8Q: 3 clusters Score -170437.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -170632.921875 Penalty: 2252.041992
	Iteration 9Q: 3 clusters Score -170632.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -171064.765625 Penalty: 2252.041992
	Iteration 10Q: 3 clusters Score -171064.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -171178.484375 Penalty: 2252.041992
	Iteration 11Q: 3 clusters Score -171178.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -171232.343750 Penalty: 2252.041992
	Iteration 12Q: 3 clusters Score -171232.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -171361.515625 Penalty: 2252.041992
	Iteration 13Q: 3 clusters Score -171361.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -171689.343750 Penalty: 2252.041992
	Iteration 14Q: 3 clusters Score -171689.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -171819.171875 Penalty: 2252.041992
	Iteration 15Q: 3 clusters Score -171819.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -172111.703125 Penalty: 2252.041992
	Iteration 16Q: 3 clusters Score -172111.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -172534.687500 Penalty: 2252.041992
	Iteration 17Q: 3 clusters Score -172534.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -172719.812500 Penalty: 2252.041992
	Iteration 18Q: 3 clusters Score -172719.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -172779.875000 Penalty: 2252.041992
	Iteration 19Q: 3 clusters Score -172779.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -172811.687500 Penalty: 2252.041992
	Iteration 20F: 3 clusters Score -172811.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -172826.828125 Penalty: 2252.041992
	Iteration 21Q: 3 clusters Score -172826.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -172828.906250 Penalty: 2252.041992
	Iteration 22Q: 3 clusters Score -172828.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -172828.906250 Penalty: 2252.041992
	Iteration 23F: 3 clusters Score -172828.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 69539 members 
Mstep: Class 2 contains 43532 members 
Mstep: Class 3 contains 87905 members 
Mstep: Class 4 contains 2836 members 
Mstep: Class 5 contains 67117 members 
Mstep: Class 6 contains 61346 members 
Mstep: Class 7 contains 6952 members 
Mstep: Class 8 contains 5073 members 
Mstep: Class 9 contains 4942 members 
Mstep: Class 10 contains 11957 members 
Mstep: Class 11 contains 9221 members 
Mstep: Class 12 contains 2722 members 
Mstep: Class 13 contains 11118 members 
Mstep: Class 14 contains 1121 members 
Mstep: Class 15 contains 11029 members 
Mstep: Class 16 contains 483 members 
Mstep: Class 17 contains 26203 members 
Mstep: Class 18 contains 24219 members 
Mstep: Class 19 contains 16914 members 
Mstep: Class 20 contains 35415 members 
Mstep: Class 21 contains 9858 members 
Mstep: Class 22 contains 7756 members 
Mstep: Class 23 contains 22346 members 
Mstep: Class 24 contains 7265 members 
Mstep: Class 25 contains 14864 members 
Mstep: Class 26 contains 1258 members 
Mstep: Class 27 contains 41655 members 
Mstep: Class 28 contains 4795 members 
Mstep: Class 29 contains 633 members 
Mstep: Class 30 contains 33982 members 
Mstep: Class 31 contains 22172 members 
Mstep: Class 32 contains 676 members 
Entering Unmasked Estep 
Score: -80967624.000000 Penalty: 63855.019531
Splitting cluster 26 changes total score from -80918728.000000 to -80967624.000000
So it's getting split into cluster 32.
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 69539 members 
Mstep: Class 2 contains 43532 members 
Mstep: Class 3 contains 87905 members 
Mstep: Class 4 contains 2836 members 
Mstep: Class 5 contains 67117 members 
Mstep: Class 6 contains 61346 members 
Mstep: Class 7 contains 6952 members 
Mstep: Class 8 contains 5073 members 
Mstep: Class 9 contains 4942 members 
Mstep: Class 10 contains 11957 members 
Mstep: Class 11 contains 9221 members 
Mstep: Class 12 contains 2722 members 
Mstep: Class 13 contains 11118 members 
Mstep: Class 14 contains 1121 members 
Mstep: Class 15 contains 11029 members 
Mstep: Class 16 contains 483 members 
Mstep: Class 17 contains 26203 members 
Mstep: Class 18 contains 24219 members 
Mstep: Class 19 contains 16914 members 
Mstep: Class 20 contains 35415 members 
Mstep: Class 21 contains 9858 members 
Mstep: Class 22 contains 7756 members 
Mstep: Class 23 contains 22346 members 
Mstep: Class 24 contains 7265 members 
Mstep: Class 25 contains 14864 members 
Mstep: Class 26 contains 1258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80974336.000000 Penalty: 63855.019531
Iteration 79Q: 33 clusters Score -8.097434e+07 nChanged 9710
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 70522 members 
Mstep: Class 2 contains 43890 members 
Mstep: Class 3 contains 88891 members 
Mstep: Class 4 contains 2855 members 
Mstep: Class 5 contains 67702 members 
Mstep: Class 6 contains 61412 members 
Mstep: Class 7 contains 6967 members 
Mstep: Class 8 contains 5097 members 
Mstep: Class 9 contains 5539 members 
Mstep: Class 10 contains 11919 members 
Mstep: Class 11 contains 9263 members 
Mstep: Class 12 contains 2734 members 
Mstep: Class 13 contains 11062 members 
Mstep: Class 14 contains 1093 members 
Mstep: Class 15 contains 11056 members 
Mstep: Class 16 contains 485 members 
Mstep: Class 17 contains 26214 members 
Mstep: Class 18 contains 24317 members 
Mstep: Class 19 contains 16904 members 
Mstep: Class 20 contains 35603 members 
Mstep: Class 21 contains 9606 members 
Mstep: Class 22 contains 7757 members 
Mstep: Class 23 contains 22249 members 
Mstep: Class 24 contains 7300 members 
Mstep: Class 25 contains 14773 members 
Mstep: Class 26 contains 1258 members 
Mstep: Class 27 contains 40316 members 
Mstep: Class 28 contains 4480 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 32718 members 
Mstep: Class 31 contains 21613 members 
Mstep: Class 32 contains 674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80978376.000000 Penalty: 63855.019531
Iteration 80F: 33 clusters Score -8.097838e+07 nChanged 9465
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 70682 members 
Mstep: Class 2 contains 43413 members 
Mstep: Class 3 contains 87914 members 
Mstep: Class 4 contains 2816 members 
Mstep: Class 5 contains 67827 members 
Mstep: Class 6 contains 60433 members 
Mstep: Class 7 contains 6958 members 
Mstep: Class 8 contains 5091 members 
Mstep: Class 9 contains 5906 members 
Mstep: Class 10 contains 11849 members 
Mstep: Class 11 contains 9266 members 
Mstep: Class 12 contains 2724 members 
Mstep: Class 13 contains 11009 members 
Mstep: Class 14 contains 1081 members 
Mstep: Class 15 contains 11049 members 
Mstep: Class 16 contains 487 members 
Mstep: Class 17 contains 25937 members 
Mstep: Class 18 contains 24287 members 
Mstep: Class 19 contains 16300 members 
Mstep: Class 20 contains 35642 members 
Mstep: Class 21 contains 9418 members 
Mstep: Class 22 contains 7711 members 
Mstep: Class 23 contains 22193 members 
Mstep: Class 24 contains 7308 members 
Mstep: Class 25 contains 14594 members 
Mstep: Class 26 contains 1257 members 
Mstep: Class 27 contains 42907 members 
Mstep: Class 28 contains 4598 members 
Mstep: Class 29 contains 634 members 
Mstep: Class 30 contains 33224 members 
Mstep: Class 31 contains 21715 members 
Mstep: Class 32 contains 674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80980848.000000 Penalty: 63855.019531
Iteration 81Q: 33 clusters Score -8.098085e+07 nChanged 5512
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 70898 members 
Mstep: Class 2 contains 43096 members 
Mstep: Class 3 contains 87579 members 
Mstep: Class 4 contains 2791 members 
Mstep: Class 5 contains 67881 members 
Mstep: Class 6 contains 59477 members 
Mstep: Class 7 contains 6954 members 
Mstep: Class 8 contains 5093 members 
Mstep: Class 9 contains 6214 members 
Mstep: Class 10 contains 11771 members 
Mstep: Class 11 contains 9269 members 
Mstep: Class 12 contains 2726 members 
Mstep: Class 13 contains 10979 members 
Mstep: Class 14 contains 1079 members 
Mstep: Class 15 contains 11065 members 
Mstep: Class 16 contains 487 members 
Mstep: Class 17 contains 25769 members 
Mstep: Class 18 contains 24262 members 
Mstep: Class 19 contains 15777 members 
Mstep: Class 20 contains 35672 members 
Mstep: Class 21 contains 9330 members 
Mstep: Class 22 contains 7683 members 
Mstep: Class 23 contains 22182 members 
Mstep: Class 24 contains 7309 members 
Mstep: Class 25 contains 14540 members 
Mstep: Class 26 contains 1257 members 
Mstep: Class 27 contains 44497 members 
Mstep: Class 28 contains 4659 members 
Mstep: Class 29 contains 634 members 
Mstep: Class 30 contains 33555 members 
Mstep: Class 31 contains 21745 members 
Mstep: Class 32 contains 674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80981624.000000 Penalty: 63855.019531
Iteration 82Q: 33 clusters Score -8.098162e+07 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 71035 members 
Mstep: Class 2 contains 42831 members 
Mstep: Class 3 contains 87379 members 
Mstep: Class 4 contains 2791 members 
Mstep: Class 5 contains 67913 members 
Mstep: Class 6 contains 58621 members 
Mstep: Class 7 contains 6950 members 
Mstep: Class 8 contains 5100 members 
Mstep: Class 9 contains 6462 members 
Mstep: Class 10 contains 11674 members 
Mstep: Class 11 contains 9272 members 
Mstep: Class 12 contains 2726 members 
Mstep: Class 13 contains 10947 members 
Mstep: Class 14 contains 1073 members 
Mstep: Class 15 contains 11084 members 
Mstep: Class 16 contains 487 members 
Mstep: Class 17 contains 25670 members 
Mstep: Class 18 contains 24264 members 
Mstep: Class 19 contains 15314 members 
Mstep: Class 20 contains 35687 members 
Mstep: Class 21 contains 9267 members 
Mstep: Class 22 contains 7643 members 
Mstep: Class 23 contains 22184 members 
Mstep: Class 24 contains 7307 members 
Mstep: Class 25 contains 14523 members 
Mstep: Class 26 contains 1257 members 
Mstep: Class 27 contains 45864 members 
Mstep: Class 28 contains 4689 members 
Mstep: Class 29 contains 634 members 
Mstep: Class 30 contains 33832 members 
Mstep: Class 31 contains 21750 members 
Mstep: Class 32 contains 674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80982344.000000 Penalty: 63855.019531
Iteration 83Q: 33 clusters Score -8.098234e+07 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 71174 members 
Mstep: Class 2 contains 42605 members 
Mstep: Class 3 contains 87237 members 
Mstep: Class 4 contains 2791 members 
Mstep: Class 5 contains 67918 members 
Mstep: Class 6 contains 57876 members 
Mstep: Class 7 contains 6953 members 
Mstep: Class 8 contains 5096 members 
Mstep: Class 9 contains 6651 members 
Mstep: Class 10 contains 11578 members 
Mstep: Class 11 contains 9271 members 
Mstep: Class 12 contains 2729 members 
Mstep: Class 13 contains 10918 members 
Mstep: Class 14 contains 1061 members 
Mstep: Class 15 contains 11101 members 
Mstep: Class 16 contains 487 members 
Mstep: Class 17 contains 25604 members 
Mstep: Class 18 contains 24266 members 
Mstep: Class 19 contains 14856 members 
Mstep: Class 20 contains 35699 members 
Mstep: Class 21 contains 9226 members 
Mstep: Class 22 contains 7611 members 
Mstep: Class 23 contains 22185 members 
Mstep: Class 24 contains 7296 members 
Mstep: Class 25 contains 14570 members 
Mstep: Class 26 contains 1257 members 
Mstep: Class 27 contains 47078 members 
Mstep: Class 28 contains 4710 members 
Mstep: Class 29 contains 634 members 
Mstep: Class 30 contains 34040 members 
Mstep: Class 31 contains 21752 members 
Mstep: Class 32 contains 674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80983080.000000 Penalty: 63855.019531
Iteration 84Q: 33 clusters Score -8.098308e+07 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 71298 members 
Mstep: Class 2 contains 42445 members 
Mstep: Class 3 contains 87153 members 
Mstep: Class 4 contains 2797 members 
Mstep: Class 5 contains 67919 members 
Mstep: Class 6 contains 57187 members 
Mstep: Class 7 contains 6954 members 
Mstep: Class 8 contains 5096 members 
Mstep: Class 9 contains 6800 members 
Mstep: Class 10 contains 11490 members 
Mstep: Class 11 contains 9272 members 
Mstep: Class 12 contains 2733 members 
Mstep: Class 13 contains 10915 members 
Mstep: Class 14 contains 1055 members 
Mstep: Class 15 contains 11117 members 
Mstep: Class 16 contains 487 members 
Mstep: Class 17 contains 25531 members 
Mstep: Class 18 contains 24255 members 
Mstep: Class 19 contains 14451 members 
Mstep: Class 20 contains 35711 members 
Mstep: Class 21 contains 9198 members 
Mstep: Class 22 contains 7578 members 
Mstep: Class 23 contains 22190 members 
Mstep: Class 24 contains 7283 members 
Mstep: Class 25 contains 14633 members 
Mstep: Class 26 contains 1257 members 
Mstep: Class 27 contains 48116 members 
Mstep: Class 28 contains 4731 members 
Mstep: Class 29 contains 634 members 
Mstep: Class 30 contains 34193 members 
Mstep: Class 31 contains 21751 members 
Mstep: Class 32 contains 674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80983480.000000 Penalty: 63855.019531
Iteration 85Q: 33 clusters Score -8.098348e+07 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 71370 members 
Mstep: Class 2 contains 42294 members 
Mstep: Class 3 contains 87128 members 
Mstep: Class 4 contains 2804 members 
Mstep: Class 5 contains 67904 members 
Mstep: Class 6 contains 56573 members 
Mstep: Class 7 contains 6954 members 
Mstep: Class 8 contains 5098 members 
Mstep: Class 9 contains 6936 members 
Mstep: Class 10 contains 11423 members 
Mstep: Class 11 contains 9273 members 
Mstep: Class 12 contains 2736 members 
Mstep: Class 13 contains 10907 members 
Mstep: Class 14 contains 1056 members 
Mstep: Class 15 contains 11139 members 
Mstep: Class 16 contains 487 members 
Mstep: Class 17 contains 25477 members 
Mstep: Class 18 contains 24242 members 
Mstep: Class 19 contains 14079 members 
Mstep: Class 20 contains 35727 members 
Mstep: Class 21 contains 9171 members 
Mstep: Class 22 contains 7545 members 
Mstep: Class 23 contains 22193 members 
Mstep: Class 24 contains 7268 members 
Mstep: Class 25 contains 14691 members 
Mstep: Class 26 contains 1257 members 
Mstep: Class 27 contains 49061 members 
Mstep: Class 28 contains 4737 members 
Mstep: Class 29 contains 634 members 
Mstep: Class 30 contains 34316 members 
Mstep: Class 31 contains 21750 members 
Mstep: Class 32 contains 674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80984064.000000 Penalty: 63855.019531
Iteration 86Q: 33 clusters Score -8.098406e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 71456 members 
Mstep: Class 2 contains 42144 members 
Mstep: Class 3 contains 87157 members 
Mstep: Class 4 contains 2806 members 
Mstep: Class 5 contains 67894 members 
Mstep: Class 6 contains 55983 members 
Mstep: Class 7 contains 6954 members 
Mstep: Class 8 contains 5101 members 
Mstep: Class 9 contains 7043 members 
Mstep: Class 10 contains 11348 members 
Mstep: Class 11 contains 9274 members 
Mstep: Class 12 contains 2740 members 
Mstep: Class 13 contains 10909 members 
Mstep: Class 14 contains 1056 members 
Mstep: Class 15 contains 11159 members 
Mstep: Class 16 contains 487 members 
Mstep: Class 17 contains 25430 members 
Mstep: Class 18 contains 24244 members 
Mstep: Class 19 contains 13741 members 
Mstep: Class 20 contains 35733 members 
Mstep: Class 21 contains 9148 members 
Mstep: Class 22 contains 7527 members 
Mstep: Class 23 contains 22197 members 
Mstep: Class 24 contains 7250 members 
Mstep: Class 25 contains 14762 members 
Mstep: Class 26 contains 1257 members 
Mstep: Class 27 contains 49885 members 
Mstep: Class 28 contains 4747 members 
Mstep: Class 29 contains 634 members 
Mstep: Class 30 contains 34419 members 
Mstep: Class 31 contains 21745 members 
Mstep: Class 32 contains 674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80983920.000000 Penalty: 63855.019531
Iteration 87Q: 33 clusters Score -8.098392e+07 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 71503 members 
Mstep: Class 2 contains 42044 members 
Mstep: Class 3 contains 87172 members 
Mstep: Class 4 contains 2811 members 
Mstep: Class 5 contains 67887 members 
Mstep: Class 6 contains 55524 members 
Mstep: Class 7 contains 6954 members 
Mstep: Class 8 contains 5100 members 
Mstep: Class 9 contains 7131 members 
Mstep: Class 10 contains 11276 members 
Mstep: Class 11 contains 9273 members 
Mstep: Class 12 contains 2741 members 
Mstep: Class 13 contains 10894 members 
Mstep: Class 14 contains 1061 members 
Mstep: Class 15 contains 11175 members 
Mstep: Class 16 contains 487 members 
Mstep: Class 17 contains 25386 members 
Mstep: Class 18 contains 24242 members 
Mstep: Class 19 contains 13441 members 
Mstep: Class 20 contains 35747 members 
Mstep: Class 21 contains 9129 members 
Mstep: Class 22 contains 7510 members 
Mstep: Class 23 contains 22201 members 
Mstep: Class 24 contains 7235 members 
Mstep: Class 25 contains 14819 members 
Mstep: Class 26 contains 1257 members 
Mstep: Class 27 contains 50613 members 
Mstep: Class 28 contains 4750 members 
Mstep: Class 29 contains 634 members 
Mstep: Class 30 contains 34489 members 
Mstep: Class 31 contains 21744 members 
Mstep: Class 32 contains 674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80984160.000000 Penalty: 63855.019531
Iteration 88Q: 33 clusters Score -8.098416e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 71539 members 
Mstep: Class 2 contains 41947 members 
Mstep: Class 3 contains 87208 members 
Mstep: Class 4 contains 2825 members 
Mstep: Class 5 contains 67886 members 
Mstep: Class 6 contains 55107 members 
Mstep: Class 7 contains 6957 members 
Mstep: Class 8 contains 5097 members 
Mstep: Class 9 contains 7227 members 
Mstep: Class 10 contains 11202 members 
Mstep: Class 11 contains 9274 members 
Mstep: Class 12 contains 2741 members 
Mstep: Class 13 contains 10887 members 
Mstep: Class 14 contains 1058 members 
Mstep: Class 15 contains 11188 members 
Mstep: Class 16 contains 487 members 
Mstep: Class 17 contains 25349 members 
Mstep: Class 18 contains 24242 members 
Mstep: Class 19 contains 13155 members 
Mstep: Class 20 contains 35750 members 
Mstep: Class 21 contains 9115 members 
Mstep: Class 22 contains 7494 members 
Mstep: Class 23 contains 22203 members 
Mstep: Class 24 contains 7215 members 
Mstep: Class 25 contains 14900 members 
Mstep: Class 26 contains 1257 members 
Mstep: Class 27 contains 51246 members 
Mstep: Class 28 contains 4754 members 
Mstep: Class 29 contains 634 members 
Mstep: Class 30 contains 34542 members 
Mstep: Class 31 contains 21744 members 
Mstep: Class 32 contains 674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80984104.000000 Penalty: 63855.019531
Iteration 89Q: 33 clusters Score -8.09841e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 71573 members 
Mstep: Class 2 contains 41886 members 
Mstep: Class 3 contains 87192 members 
Mstep: Class 4 contains 2834 members 
Mstep: Class 5 contains 67877 members 
Mstep: Class 6 contains 54735 members 
Mstep: Class 7 contains 6958 members 
Mstep: Class 8 contains 5094 members 
Mstep: Class 9 contains 7318 members 
Mstep: Class 10 contains 11132 members 
Mstep: Class 11 contains 9276 members 
Mstep: Class 12 contains 2739 members 
Mstep: Class 13 contains 10878 members 
Mstep: Class 14 contains 1061 members 
Mstep: Class 15 contains 11198 members 
Mstep: Class 16 contains 487 members 
Mstep: Class 17 contains 25321 members 
Mstep: Class 18 contains 24241 members 
Mstep: Class 19 contains 12865 members 
Mstep: Class 20 contains 35755 members 
Mstep: Class 21 contains 9106 members 
Mstep: Class 22 contains 7474 members 
Mstep: Class 23 contains 22204 members 
Mstep: Class 24 contains 7197 members 
Mstep: Class 25 contains 14969 members 
Mstep: Class 26 contains 1257 members 
Mstep: Class 27 contains 51880 members 
Mstep: Class 28 contains 4758 members 
Mstep: Class 29 contains 634 members 
Mstep: Class 30 contains 34587 members 
Mstep: Class 31 contains 21744 members 
Mstep: Class 32 contains 674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80984016.000000 Penalty: 63855.019531
Iteration 90Q: 33 clusters Score -8.098402e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 71581 members 
Mstep: Class 2 contains 41837 members 
Mstep: Class 3 contains 87159 members 
Mstep: Class 4 contains 2841 members 
Mstep: Class 5 contains 67869 members 
Mstep: Class 6 contains 54428 members 
Mstep: Class 7 contains 6958 members 
Mstep: Class 8 contains 5091 members 
Mstep: Class 9 contains 7395 members 
Mstep: Class 10 contains 11065 members 
Mstep: Class 11 contains 9278 members 
Mstep: Class 12 contains 2739 members 
Mstep: Class 13 contains 10872 members 
Mstep: Class 14 contains 1061 members 
Mstep: Class 15 contains 11206 members 
Mstep: Class 16 contains 487 members 
Mstep: Class 17 contains 25281 members 
Mstep: Class 18 contains 24242 members 
Mstep: Class 19 contains 12615 members 
Mstep: Class 20 contains 35766 members 
Mstep: Class 21 contains 9098 members 
Mstep: Class 22 contains 7465 members 
Mstep: Class 23 contains 22203 members 
Mstep: Class 24 contains 7167 members 
Mstep: Class 25 contains 15044 members 
Mstep: Class 26 contains 1257 members 
Mstep: Class 27 contains 52461 members 
Mstep: Class 28 contains 4760 members 
Mstep: Class 29 contains 634 members 
Mstep: Class 30 contains 34624 members 
Mstep: Class 31 contains 21746 members 
Mstep: Class 32 contains 674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80984144.000000 Penalty: 63855.019531
Iteration 91Q: 33 clusters Score -8.098414e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 71620 members 
Mstep: Class 2 contains 41784 members 
Mstep: Class 3 contains 87142 members 
Mstep: Class 4 contains 2847 members 
Mstep: Class 5 contains 67863 members 
Mstep: Class 6 contains 54144 members 
Mstep: Class 7 contains 6959 members 
Mstep: Class 8 contains 5094 members 
Mstep: Class 9 contains 7452 members 
Mstep: Class 10 contains 11012 members 
Mstep: Class 11 contains 9278 members 
Mstep: Class 12 contains 2742 members 
Mstep: Class 13 contains 10857 members 
Mstep: Class 14 contains 1063 members 
Mstep: Class 15 contains 11210 members 
Mstep: Class 16 contains 487 members 
Mstep: Class 17 contains 25266 members 
Mstep: Class 18 contains 24242 members 
Mstep: Class 19 contains 12377 members 
Mstep: Class 20 contains 35765 members 
Mstep: Class 21 contains 9093 members 
Mstep: Class 22 contains 7452 members 
Mstep: Class 23 contains 22204 members 
Mstep: Class 24 contains 7144 members 
Mstep: Class 25 contains 15114 members 
Mstep: Class 26 contains 1257 members 
Mstep: Class 27 contains 52966 members 
Mstep: Class 28 contains 4762 members 
Mstep: Class 29 contains 634 members 
Mstep: Class 30 contains 34654 members 
Mstep: Class 31 contains 21746 members 
Mstep: Class 32 contains 674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80984232.000000 Penalty: 63855.019531
Iteration 92Q: 33 clusters Score -8.098423e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 71684 members 
Mstep: Class 2 contains 41751 members 
Mstep: Class 3 contains 87116 members 
Mstep: Class 4 contains 2855 members 
Mstep: Class 5 contains 67858 members 
Mstep: Class 6 contains 53872 members 
Mstep: Class 7 contains 6960 members 
Mstep: Class 8 contains 5093 members 
Mstep: Class 9 contains 7499 members 
Mstep: Class 10 contains 10962 members 
Mstep: Class 11 contains 9278 members 
Mstep: Class 12 contains 2743 members 
Mstep: Class 13 contains 10843 members 
Mstep: Class 14 contains 1061 members 
Mstep: Class 15 contains 11215 members 
Mstep: Class 16 contains 487 members 
Mstep: Class 17 contains 25259 members 
Mstep: Class 18 contains 24244 members 
Mstep: Class 19 contains 12157 members 
Mstep: Class 20 contains 35759 members 
Mstep: Class 21 contains 9088 members 
Mstep: Class 22 contains 7433 members 
Mstep: Class 23 contains 22206 members 
Mstep: Class 24 contains 7121 members 
Mstep: Class 25 contains 15177 members 
Mstep: Class 26 contains 1257 members 
Mstep: Class 27 contains 53419 members 
Mstep: Class 28 contains 4766 members 
Mstep: Class 29 contains 634 members 
Mstep: Class 30 contains 34686 members 
Mstep: Class 31 contains 21747 members 
Mstep: Class 32 contains 674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80984448.000000 Penalty: 63855.019531
Iteration 93Q: 33 clusters Score -8.098445e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 71745 members 
Mstep: Class 2 contains 41725 members 
Mstep: Class 3 contains 87072 members 
Mstep: Class 4 contains 2855 members 
Mstep: Class 5 contains 67856 members 
Mstep: Class 6 contains 53617 members 
Mstep: Class 7 contains 6959 members 
Mstep: Class 8 contains 5094 members 
Mstep: Class 9 contains 7537 members 
Mstep: Class 10 contains 10926 members 
Mstep: Class 11 contains 9278 members 
Mstep: Class 12 contains 2744 members 
Mstep: Class 13 contains 10843 members 
Mstep: Class 14 contains 1061 members 
Mstep: Class 15 contains 11215 members 
Mstep: Class 16 contains 487 members 
Mstep: Class 17 contains 25249 members 
Mstep: Class 18 contains 24245 members 
Mstep: Class 19 contains 11931 members 
Mstep: Class 20 contains 35760 members 
Mstep: Class 21 contains 9085 members 
Mstep: Class 22 contains 7408 members 
Mstep: Class 23 contains 22208 members 
Mstep: Class 24 contains 7109 members 
Mstep: Class 25 contains 15230 members 
Mstep: Class 26 contains 1257 members 
Mstep: Class 27 contains 53857 members 
Mstep: Class 28 contains 4776 members 
Mstep: Class 29 contains 634 members 
Mstep: Class 30 contains 34720 members 
Mstep: Class 31 contains 21747 members 
Mstep: Class 32 contains 674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80984560.000000 Penalty: 63855.019531
Iteration 94Q: 33 clusters Score -8.098456e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 71812 members 
Mstep: Class 2 contains 41690 members 
Mstep: Class 3 contains 87042 members 
Mstep: Class 4 contains 2852 members 
Mstep: Class 5 contains 67860 members 
Mstep: Class 6 contains 53404 members 
Mstep: Class 7 contains 6959 members 
Mstep: Class 8 contains 5098 members 
Mstep: Class 9 contains 7570 members 
Mstep: Class 10 contains 10891 members 
Mstep: Class 11 contains 9279 members 
Mstep: Class 12 contains 2749 members 
Mstep: Class 13 contains 10843 members 
Mstep: Class 14 contains 1060 members 
Mstep: Class 15 contains 11223 members 
Mstep: Class 16 contains 487 members 
Mstep: Class 17 contains 25246 members 
Mstep: Class 18 contains 24246 members 
Mstep: Class 19 contains 11710 members 
Mstep: Class 20 contains 35758 members 
Mstep: Class 21 contains 9079 members 
Mstep: Class 22 contains 7387 members 
Mstep: Class 23 contains 22207 members 
Mstep: Class 24 contains 7096 members 
Mstep: Class 25 contains 15277 members 
Mstep: Class 26 contains 1257 members 
Mstep: Class 27 contains 54243 members 
Mstep: Class 28 contains 4780 members 
Mstep: Class 29 contains 634 members 
Mstep: Class 30 contains 34744 members 
Mstep: Class 31 contains 21747 members 
Mstep: Class 32 contains 674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80984816.000000 Penalty: 63855.019531
Iteration 95Q: 33 clusters Score -8.098482e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 71884 members 
Mstep: Class 2 contains 41654 members 
Mstep: Class 3 contains 86982 members 
Mstep: Class 4 contains 2848 members 
Mstep: Class 5 contains 67859 members 
Mstep: Class 6 contains 53220 members 
Mstep: Class 7 contains 6959 members 
Mstep: Class 8 contains 5100 members 
Mstep: Class 9 contains 7613 members 
Mstep: Class 10 contains 10865 members 
Mstep: Class 11 contains 9281 members 
Mstep: Class 12 contains 2751 members 
Mstep: Class 13 contains 10839 members 
Mstep: Class 14 contains 1058 members 
Mstep: Class 15 contains 11233 members 
Mstep: Class 16 contains 487 members 
Mstep: Class 17 contains 25220 members 
Mstep: Class 18 contains 24245 members 
Mstep: Class 19 contains 11500 members 
Mstep: Class 20 contains 35763 members 
Mstep: Class 21 contains 9072 members 
Mstep: Class 22 contains 7371 members 
Mstep: Class 23 contains 22209 members 
Mstep: Class 24 contains 7078 members 
Mstep: Class 25 contains 15325 members 
Mstep: Class 26 contains 1257 members 
Mstep: Class 27 contains 54620 members 
Mstep: Class 28 contains 4781 members 
Mstep: Class 29 contains 634 members 
Mstep: Class 30 contains 34774 members 
Mstep: Class 31 contains 21748 members 
Mstep: Class 32 contains 674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80985040.000000 Penalty: 63855.019531
Iteration 96Q: 33 clusters Score -8.098504e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 71962 members 
Mstep: Class 2 contains 41628 members 
Mstep: Class 3 contains 86878 members 
Mstep: Class 4 contains 2845 members 
Mstep: Class 5 contains 67857 members 
Mstep: Class 6 contains 53047 members 
Mstep: Class 7 contains 6959 members 
Mstep: Class 8 contains 5113 members 
Mstep: Class 9 contains 7653 members 
Mstep: Class 10 contains 10838 members 
Mstep: Class 11 contains 9282 members 
Mstep: Class 12 contains 2752 members 
Mstep: Class 13 contains 10834 members 
Mstep: Class 14 contains 1058 members 
Mstep: Class 15 contains 11247 members 
Mstep: Class 16 contains 487 members 
Mstep: Class 17 contains 25201 members 
Mstep: Class 18 contains 24250 members 
Mstep: Class 19 contains 11293 members 
Mstep: Class 20 contains 35767 members 
Mstep: Class 21 contains 9070 members 
Mstep: Class 22 contains 7346 members 
Mstep: Class 23 contains 22209 members 
Mstep: Class 24 contains 7057 members 
Mstep: Class 25 contains 15365 members 
Mstep: Class 26 contains 1257 members 
Mstep: Class 27 contains 55012 members 
Mstep: Class 28 contains 4783 members 
Mstep: Class 29 contains 634 members 
Mstep: Class 30 contains 34796 members 
Mstep: Class 31 contains 21750 members 
Mstep: Class 32 contains 674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80984936.000000 Penalty: 63855.019531
Iteration 97Q: 33 clusters Score -8.098494e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 72042 members 
Mstep: Class 2 contains 41617 members 
Mstep: Class 3 contains 86770 members 
Mstep: Class 4 contains 2842 members 
Mstep: Class 5 contains 67860 members 
Mstep: Class 6 contains 52868 members 
Mstep: Class 7 contains 6959 members 
Mstep: Class 8 contains 5125 members 
Mstep: Class 9 contains 7680 members 
Mstep: Class 10 contains 10808 members 
Mstep: Class 11 contains 9284 members 
Mstep: Class 12 contains 2755 members 
Mstep: Class 13 contains 10839 members 
Mstep: Class 14 contains 1053 members 
Mstep: Class 15 contains 11263 members 
Mstep: Class 16 contains 487 members 
Mstep: Class 17 contains 25197 members 
Mstep: Class 18 contains 24253 members 
Mstep: Class 19 contains 11113 members 
Mstep: Class 20 contains 35766 members 
Mstep: Class 21 contains 9070 members 
Mstep: Class 22 contains 7318 members 
Mstep: Class 23 contains 22209 members 
Mstep: Class 24 contains 7040 members 
Mstep: Class 25 contains 15385 members 
Mstep: Class 26 contains 1257 members 
Mstep: Class 27 contains 55392 members 
Mstep: Class 28 contains 4781 members 
Mstep: Class 29 contains 634 members 
Mstep: Class 30 contains 34814 members 
Mstep: Class 31 contains 21749 members 
Mstep: Class 32 contains 674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80984968.000000 Penalty: 63855.019531
Iteration 98Q: 33 clusters Score -8.098497e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 72173 members 
Mstep: Class 2 contains 41609 members 
Mstep: Class 3 contains 86596 members 
Mstep: Class 4 contains 2837 members 
Mstep: Class 5 contains 67858 members 
Mstep: Class 6 contains 52718 members 
Mstep: Class 7 contains 6959 members 
Mstep: Class 8 contains 5124 members 
Mstep: Class 9 contains 7696 members 
Mstep: Class 10 contains 10781 members 
Mstep: Class 11 contains 9284 members 
Mstep: Class 12 contains 2761 members 
Mstep: Class 13 contains 10835 members 
Mstep: Class 14 contains 1052 members 
Mstep: Class 15 contains 11276 members 
Mstep: Class 16 contains 487 members 
Mstep: Class 17 contains 25185 members 
Mstep: Class 18 contains 24255 members 
Mstep: Class 19 contains 10960 members 
Mstep: Class 20 contains 35764 members 
Mstep: Class 21 contains 9069 members 
Mstep: Class 22 contains 7283 members 
Mstep: Class 23 contains 22208 members 
Mstep: Class 24 contains 7028 members 
Mstep: Class 25 contains 15420 members 
Mstep: Class 26 contains 1257 members 
Mstep: Class 27 contains 55757 members 
Mstep: Class 28 contains 4783 members 
Mstep: Class 29 contains 634 members 
Mstep: Class 30 contains 34832 members 
Mstep: Class 31 contains 21749 members 
Mstep: Class 32 contains 674 members 
Entering Unmasked Estep 
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Score: -80985192.000000 Penalty: 63855.019531
Iteration 99Q: 33 clusters Score -8.098519e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 72311 members 
Mstep: Class 2 contains 41594 members 
Mstep: Class 3 contains 86483 members 
Mstep: Class 4 contains 2836 members 
Mstep: Class 5 contains 67850 members 
Mstep: Class 6 contains 52495 members 
Mstep: Class 7 contains 6959 members 
Mstep: Class 8 contains 5131 members 
Mstep: Class 9 contains 7713 members 
Mstep: Class 10 contains 10760 members 
Mstep: Class 11 contains 9284 members 
Mstep: Class 12 contains 2767 members 
Mstep: Class 13 contains 10832 members 
Mstep: Class 14 contains 1049 members 
Mstep: Class 15 contains 11292 members 
Mstep: Class 16 contains 487 members 
Mstep: Class 17 contains 25178 members 
Mstep: Class 18 contains 24254 members 
Mstep: Class 19 contains 10808 members 
Mstep: Class 20 contains 35767 members 
Mstep: Class 21 contains 9065 members 
Mstep: Class 22 contains 7259 members 
Mstep: Class 23 contains 22209 members 
Mstep: Class 24 contains 7008 members 
Mstep: Class 25 contains 15457 members 
Mstep: Class 26 contains 1257 members 
Mstep: Class 27 contains 56103 members 
Mstep: Class 28 contains 4786 members 
Mstep: Class 29 contains 634 members 
Mstep: Class 30 contains 34852 members 
Mstep: Class 31 contains 21750 members 
Mstep: Class 32 contains 674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80985336.000000 Penalty: 63855.019531
Iteration 100F: 33 clusters Score -8.098534e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 72457 members 
Mstep: Class 2 contains 41576 members 
Mstep: Class 3 contains 86355 members 
Mstep: Class 4 contains 2832 members 
Mstep: Class 5 contains 67842 members 
Mstep: Class 6 contains 52297 members 
Mstep: Class 7 contains 6959 members 
Mstep: Class 8 contains 5137 members 
Mstep: Class 9 contains 7731 members 
Mstep: Class 10 contains 10742 members 
Mstep: Class 11 contains 9284 members 
Mstep: Class 12 contains 2773 members 
Mstep: Class 13 contains 10827 members 
Mstep: Class 14 contains 1045 members 
Mstep: Class 15 contains 11307 members 
Mstep: Class 16 contains 487 members 
Mstep: Class 17 contains 25173 members 
Mstep: Class 18 contains 24253 members 
Mstep: Class 19 contains 10636 members 
Mstep: Class 20 contains 35770 members 
Mstep: Class 21 contains 9063 members 
Mstep: Class 22 contains 7235 members 
Mstep: Class 23 contains 22210 members 
Mstep: Class 24 contains 7002 members 
Mstep: Class 25 contains 15498 members 
Mstep: Class 26 contains 1257 members 
Mstep: Class 27 contains 56447 members 
Mstep: Class 28 contains 4784 members 
Mstep: Class 29 contains 634 members 
Mstep: Class 30 contains 34867 members 
Mstep: Class 31 contains 21750 members 
Mstep: Class 32 contains 674 members 
Entering Unmasked Estep 
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Iteration 101Q: 33 clusters Score -8.098565e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 72626 members 
Mstep: Class 2 contains 41558 members 
Mstep: Class 3 contains 86209 members 
Mstep: Class 4 contains 2822 members 
Mstep: Class 5 contains 67836 members 
Mstep: Class 6 contains 52156 members 
Mstep: Class 7 contains 6960 members 
Mstep: Class 8 contains 5139 members 
Mstep: Class 9 contains 7747 members 
Mstep: Class 10 contains 10725 members 
Mstep: Class 11 contains 9284 members 
Mstep: Class 12 contains 2781 members 
Mstep: Class 13 contains 10821 members 
Mstep: Class 14 contains 1045 members 
Mstep: Class 15 contains 11326 members 
Mstep: Class 16 contains 487 members 
Mstep: Class 17 contains 25172 members 
Mstep: Class 18 contains 24250 members 
Mstep: Class 19 contains 10483 members 
Mstep: Class 20 contains 35770 members 
Mstep: Class 21 contains 9060 members 
Mstep: Class 22 contains 7214 members 
Mstep: Class 23 contains 22208 members 
Mstep: Class 24 contains 6995 members 
Mstep: Class 25 contains 15532 members 
Mstep: Class 26 contains 1257 members 
Mstep: Class 27 contains 56717 members 
Mstep: Class 28 contains 4783 members 
Mstep: Class 29 contains 634 members 
Mstep: Class 30 contains 34883 members 
Mstep: Class 31 contains 21750 members 
Mstep: Class 32 contains 674 members 
Entering Unmasked Estep 
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Iteration 102Q: 33 clusters Score -8.098595e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 72802 members 
Mstep: Class 2 contains 41533 members 
Mstep: Class 3 contains 86051 members 
Mstep: Class 4 contains 2817 members 
Mstep: Class 5 contains 67828 members 
Mstep: Class 6 contains 52004 members 
Mstep: Class 7 contains 6960 members 
Mstep: Class 8 contains 5143 members 
Mstep: Class 9 contains 7766 members 
Mstep: Class 10 contains 10710 members 
Mstep: Class 11 contains 9285 members 
Mstep: Class 12 contains 2783 members 
Mstep: Class 13 contains 10819 members 
Mstep: Class 14 contains 1044 members 
Mstep: Class 15 contains 11348 members 
Mstep: Class 16 contains 487 members 
Mstep: Class 17 contains 25176 members 
Mstep: Class 18 contains 24251 members 
Mstep: Class 19 contains 10341 members 
Mstep: Class 20 contains 35774 members 
Mstep: Class 21 contains 9054 members 
Mstep: Class 22 contains 7193 members 
Mstep: Class 23 contains 22208 members 
Mstep: Class 24 contains 6985 members 
Mstep: Class 25 contains 15563 members 
Mstep: Class 26 contains 1257 members 
Mstep: Class 27 contains 56986 members 
Mstep: Class 28 contains 4783 members 
Mstep: Class 29 contains 634 members 
Mstep: Class 30 contains 34895 members 
Mstep: Class 31 contains 21750 members 
Mstep: Class 32 contains 674 members 
Entering Unmasked Estep 
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Iteration 103Q: 33 clusters Score -8.098593e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 72986 members 
Mstep: Class 2 contains 41525 members 
Mstep: Class 3 contains 85919 members 
Mstep: Class 4 contains 2810 members 
Mstep: Class 5 contains 67821 members 
Mstep: Class 6 contains 51864 members 
Mstep: Class 7 contains 6959 members 
Mstep: Class 8 contains 5145 members 
Mstep: Class 9 contains 7783 members 
Mstep: Class 10 contains 10689 members 
Mstep: Class 11 contains 9285 members 
Mstep: Class 12 contains 2786 members 
Mstep: Class 13 contains 10820 members 
Mstep: Class 14 contains 1043 members 
Mstep: Class 15 contains 11373 members 
Mstep: Class 16 contains 487 members 
Mstep: Class 17 contains 25174 members 
Mstep: Class 18 contains 24254 members 
Mstep: Class 19 contains 10206 members 
Mstep: Class 20 contains 35780 members 
Mstep: Class 21 contains 9052 members 
Mstep: Class 22 contains 7176 members 
Mstep: Class 23 contains 22208 members 
Mstep: Class 24 contains 6961 members 
Mstep: Class 25 contains 15586 members 
Mstep: Class 26 contains 1257 members 
Mstep: Class 27 contains 57205 members 
Mstep: Class 28 contains 4783 members 
Mstep: Class 29 contains 634 members 
Mstep: Class 30 contains 34908 members 
Mstep: Class 31 contains 21751 members 
Mstep: Class 32 contains 674 members 
Entering Unmasked Estep 
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Iteration 104Q: 33 clusters Score -8.0986e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73158 members 
Mstep: Class 2 contains 41517 members 
Mstep: Class 3 contains 85790 members 
Mstep: Class 4 contains 2803 members 
Mstep: Class 5 contains 67818 members 
Mstep: Class 6 contains 51710 members 
Mstep: Class 7 contains 6959 members 
Mstep: Class 8 contains 5148 members 
Mstep: Class 9 contains 7804 members 
Mstep: Class 10 contains 10663 members 
Mstep: Class 11 contains 9285 members 
Mstep: Class 12 contains 2789 members 
Mstep: Class 13 contains 10824 members 
Mstep: Class 14 contains 1044 members 
Mstep: Class 15 contains 11396 members 
Mstep: Class 16 contains 487 members 
Mstep: Class 17 contains 25169 members 
Mstep: Class 18 contains 24254 members 
Mstep: Class 19 contains 10091 members 
Mstep: Class 20 contains 35779 members 
Mstep: Class 21 contains 9050 members 
Mstep: Class 22 contains 7154 members 
Mstep: Class 23 contains 22208 members 
Mstep: Class 24 contains 6938 members 
Mstep: Class 25 contains 15607 members 
Mstep: Class 26 contains 1257 members 
Mstep: Class 27 contains 57439 members 
Mstep: Class 28 contains 4783 members 
Mstep: Class 29 contains 634 members 
Mstep: Class 30 contains 34921 members 
Mstep: Class 31 contains 21751 members 
Mstep: Class 32 contains 674 members 
Entering Unmasked Estep 
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Iteration 105Q: 33 clusters Score -8.098602e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73328 members 
Mstep: Class 2 contains 41513 members 
Mstep: Class 3 contains 85684 members 
Mstep: Class 4 contains 2797 members 
Mstep: Class 5 contains 67817 members 
Mstep: Class 6 contains 51535 members 
Mstep: Class 7 contains 6959 members 
Mstep: Class 8 contains 5152 members 
Mstep: Class 9 contains 7823 members 
Mstep: Class 10 contains 10641 members 
Mstep: Class 11 contains 9285 members 
Mstep: Class 12 contains 2791 members 
Mstep: Class 13 contains 10825 members 
Mstep: Class 14 contains 1044 members 
Mstep: Class 15 contains 11414 members 
Mstep: Class 16 contains 487 members 
Mstep: Class 17 contains 25169 members 
Mstep: Class 18 contains 24253 members 
Mstep: Class 19 contains 10012 members 
Mstep: Class 20 contains 35782 members 
Mstep: Class 21 contains 9051 members 
Mstep: Class 22 contains 7134 members 
Mstep: Class 23 contains 22208 members 
Mstep: Class 24 contains 6925 members 
Mstep: Class 25 contains 15622 members 
Mstep: Class 26 contains 1257 members 
Mstep: Class 27 contains 57623 members 
Mstep: Class 28 contains 4783 members 
Mstep: Class 29 contains 634 members 
Mstep: Class 30 contains 34931 members 
Mstep: Class 31 contains 21751 members 
Mstep: Class 32 contains 674 members 
Entering Unmasked Estep 
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Iteration 106Q: 33 clusters Score -8.098618e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73519 members 
Mstep: Class 2 contains 41507 members 
Mstep: Class 3 contains 85640 members 
Mstep: Class 4 contains 2791 members 
Mstep: Class 5 contains 67814 members 
Mstep: Class 6 contains 51365 members 
Mstep: Class 7 contains 6959 members 
Mstep: Class 8 contains 5156 members 
Mstep: Class 9 contains 7834 members 
Mstep: Class 10 contains 10616 members 
Mstep: Class 11 contains 9285 members 
Mstep: Class 12 contains 2794 members 
Mstep: Class 13 contains 10821 members 
Mstep: Class 14 contains 1043 members 
Mstep: Class 15 contains 11422 members 
Mstep: Class 16 contains 487 members 
Mstep: Class 17 contains 25169 members 
Mstep: Class 18 contains 24254 members 
Mstep: Class 19 contains 9929 members 
Mstep: Class 20 contains 35783 members 
Mstep: Class 21 contains 9051 members 
Mstep: Class 22 contains 7118 members 
Mstep: Class 23 contains 22208 members 
Mstep: Class 24 contains 6914 members 
Mstep: Class 25 contains 15641 members 
Mstep: Class 26 contains 1257 members 
Mstep: Class 27 contains 57739 members 
Mstep: Class 28 contains 4782 members 
Mstep: Class 29 contains 634 members 
Mstep: Class 30 contains 34947 members 
Mstep: Class 31 contains 21751 members 
Mstep: Class 32 contains 674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80986288.000000 Penalty: 63855.019531
Iteration 107Q: 33 clusters Score -8.098629e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73697 members 
Mstep: Class 2 contains 41507 members 
Mstep: Class 3 contains 85597 members 
Mstep: Class 4 contains 2782 members 
Mstep: Class 5 contains 67810 members 
Mstep: Class 6 contains 51196 members 
Mstep: Class 7 contains 6959 members 
Mstep: Class 8 contains 5156 members 
Mstep: Class 9 contains 7843 members 
Mstep: Class 10 contains 10601 members 
Mstep: Class 11 contains 9286 members 
Mstep: Class 12 contains 2799 members 
Mstep: Class 13 contains 10816 members 
Mstep: Class 14 contains 1043 members 
Mstep: Class 15 contains 11431 members 
Mstep: Class 16 contains 487 members 
Mstep: Class 17 contains 25170 members 
Mstep: Class 18 contains 24253 members 
Mstep: Class 19 contains 9845 members 
Mstep: Class 20 contains 35781 members 
Mstep: Class 21 contains 9051 members 
Mstep: Class 22 contains 7111 members 
Mstep: Class 23 contains 22208 members 
Mstep: Class 24 contains 6901 members 
Mstep: Class 25 contains 15656 members 
Mstep: Class 26 contains 1257 members 
Mstep: Class 27 contains 57862 members 
Mstep: Class 28 contains 4784 members 
Mstep: Class 29 contains 634 members 
Mstep: Class 30 contains 34956 members 
Mstep: Class 31 contains 21751 members 
Mstep: Class 32 contains 674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80986344.000000 Penalty: 63855.019531
Iteration 108Q: 33 clusters Score -8.098634e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73858 members 
Mstep: Class 2 contains 41497 members 
Mstep: Class 3 contains 85570 members 
Mstep: Class 4 contains 2778 members 
Mstep: Class 5 contains 67808 members 
Mstep: Class 6 contains 51027 members 
Mstep: Class 7 contains 6959 members 
Mstep: Class 8 contains 5154 members 
Mstep: Class 9 contains 7857 members 
Mstep: Class 10 contains 10585 members 
Mstep: Class 11 contains 9286 members 
Mstep: Class 12 contains 2807 members 
Mstep: Class 13 contains 10815 members 
Mstep: Class 14 contains 1044 members 
Mstep: Class 15 contains 11435 members 
Mstep: Class 16 contains 487 members 
Mstep: Class 17 contains 25177 members 
Mstep: Class 18 contains 24254 members 
Mstep: Class 19 contains 9751 members 
Mstep: Class 20 contains 35781 members 
Mstep: Class 21 contains 9048 members 
Mstep: Class 22 contains 7099 members 
Mstep: Class 23 contains 22208 members 
Mstep: Class 24 contains 6878 members 
Mstep: Class 25 contains 15665 members 
Mstep: Class 26 contains 1257 members 
Mstep: Class 27 contains 58011 members 
Mstep: Class 28 contains 4787 members 
Mstep: Class 29 contains 634 members 
Mstep: Class 30 contains 34962 members 
Mstep: Class 31 contains 21751 members 
Mstep: Class 32 contains 674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80986432.000000 Penalty: 63855.019531
Iteration 109Q: 33 clusters Score -8.098643e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 74015 members 
Mstep: Class 2 contains 41488 members 
Mstep: Class 3 contains 85561 members 
Mstep: Class 4 contains 2775 members 
Mstep: Class 5 contains 67804 members 
Mstep: Class 6 contains 50895 members 
Mstep: Class 7 contains 6959 members 
Mstep: Class 8 contains 5158 members 
Mstep: Class 9 contains 7875 members 
Mstep: Class 10 contains 10560 members 
Mstep: Class 11 contains 9286 members 
Mstep: Class 12 contains 2808 members 
Mstep: Class 13 contains 10810 members 
Mstep: Class 14 contains 1044 members 
Mstep: Class 15 contains 11437 members 
Mstep: Class 16 contains 487 members 
Mstep: Class 17 contains 25180 members 
Mstep: Class 18 contains 24255 members 
Mstep: Class 19 contains 9660 members 
Mstep: Class 20 contains 35780 members 
Mstep: Class 21 contains 9045 members 
Mstep: Class 22 contains 7081 members 
Mstep: Class 23 contains 22207 members 
Mstep: Class 24 contains 6864 members 
Mstep: Class 25 contains 15685 members 
Mstep: Class 26 contains 1257 members 
Mstep: Class 27 contains 58106 members 
Mstep: Class 28 contains 4786 members 
Mstep: Class 29 contains 634 members 
Mstep: Class 30 contains 34976 members 
Mstep: Class 31 contains 21752 members 
Mstep: Class 32 contains 674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80986440.000000 Penalty: 63855.019531
Iteration 110Q: 33 clusters Score -8.098644e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 74164 members 
Mstep: Class 2 contains 41478 members 
Mstep: Class 3 contains 85508 members 
Mstep: Class 4 contains 2776 members 
Mstep: Class 5 contains 67799 members 
Mstep: Class 6 contains 50816 members 
Mstep: Class 7 contains 6959 members 
Mstep: Class 8 contains 5158 members 
Mstep: Class 9 contains 7892 members 
Mstep: Class 10 contains 10543 members 
Mstep: Class 11 contains 9287 members 
Mstep: Class 12 contains 2805 members 
Mstep: Class 13 contains 10809 members 
Mstep: Class 14 contains 1044 members 
Mstep: Class 15 contains 11437 members 
Mstep: Class 16 contains 487 members 
Mstep: Class 17 contains 25188 members 
Mstep: Class 18 contains 24254 members 
Mstep: Class 19 contains 9590 members 
Mstep: Class 20 contains 35780 members 
Mstep: Class 21 contains 9045 members 
Mstep: Class 22 contains 7061 members 
Mstep: Class 23 contains 22206 members 
Mstep: Class 24 contains 6850 members 
Mstep: Class 25 contains 15697 members 
Mstep: Class 26 contains 1257 members 
Mstep: Class 27 contains 58187 members 
Mstep: Class 28 contains 4785 members 
Mstep: Class 29 contains 634 members 
Mstep: Class 30 contains 34982 members 
Mstep: Class 31 contains 21752 members 
Mstep: Class 32 contains 674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80986584.000000 Penalty: 63855.019531
Iteration 111Q: 33 clusters Score -8.098658e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 74315 members 
Mstep: Class 2 contains 41468 members 
Mstep: Class 3 contains 85453 members 
Mstep: Class 4 contains 2774 members 
Mstep: Class 5 contains 67798 members 
Mstep: Class 6 contains 50730 members 
Mstep: Class 7 contains 6960 members 
Mstep: Class 8 contains 5161 members 
Mstep: Class 9 contains 7909 members 
Mstep: Class 10 contains 10527 members 
Mstep: Class 11 contains 9288 members 
Mstep: Class 12 contains 2804 members 
Mstep: Class 13 contains 10806 members 
Mstep: Class 14 contains 1044 members 
Mstep: Class 15 contains 11442 members 
Mstep: Class 16 contains 487 members 
Mstep: Class 17 contains 25192 members 
Mstep: Class 18 contains 24255 members 
Mstep: Class 19 contains 9526 members 
Mstep: Class 20 contains 35777 members 
Mstep: Class 21 contains 9043 members 
Mstep: Class 22 contains 7038 members 
Mstep: Class 23 contains 22206 members 
Mstep: Class 24 contains 6838 members 
Mstep: Class 25 contains 15711 members 
Mstep: Class 26 contains 1257 members 
Mstep: Class 27 contains 58257 members 
Mstep: Class 28 contains 4785 members 
Mstep: Class 29 contains 634 members 
Mstep: Class 30 contains 34993 members 
Mstep: Class 31 contains 21752 members 
Mstep: Class 32 contains 674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80986656.000000 Penalty: 63855.019531
Iteration 112Q: 33 clusters Score -8.098666e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 74460 members 
Mstep: Class 2 contains 41466 members 
Mstep: Class 3 contains 85383 members 
Mstep: Class 4 contains 2775 members 
Mstep: Class 5 contains 67802 members 
Mstep: Class 6 contains 50636 members 
Mstep: Class 7 contains 6961 members 
Mstep: Class 8 contains 5163 members 
Mstep: Class 9 contains 7926 members 
Mstep: Class 10 contains 10515 members 
Mstep: Class 11 contains 9288 members 
Mstep: Class 12 contains 2805 members 
Mstep: Class 13 contains 10804 members 
Mstep: Class 14 contains 1044 members 
Mstep: Class 15 contains 11448 members 
Mstep: Class 16 contains 487 members 
Mstep: Class 17 contains 25185 members 
Mstep: Class 18 contains 24256 members 
Mstep: Class 19 contains 9468 members 
Mstep: Class 20 contains 35778 members 
Mstep: Class 21 contains 9037 members 
Mstep: Class 22 contains 7017 members 
Mstep: Class 23 contains 22206 members 
Mstep: Class 24 contains 6821 members 
Mstep: Class 25 contains 15725 members 
Mstep: Class 26 contains 1257 members 
Mstep: Class 27 contains 58346 members 
Mstep: Class 28 contains 4787 members 
Mstep: Class 29 contains 634 members 
Mstep: Class 30 contains 34997 members 
Mstep: Class 31 contains 21753 members 
Mstep: Class 32 contains 674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80986528.000000 Penalty: 63855.019531
Iteration 113Q: 33 clusters Score -8.098653e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 74618 members 
Mstep: Class 2 contains 41464 members 
Mstep: Class 3 contains 85315 members 
Mstep: Class 4 contains 2774 members 
Mstep: Class 5 contains 67804 members 
Mstep: Class 6 contains 50553 members 
Mstep: Class 7 contains 6961 members 
Mstep: Class 8 contains 5165 members 
Mstep: Class 9 contains 7941 members 
Mstep: Class 10 contains 10506 members 
Mstep: Class 11 contains 9288 members 
Mstep: Class 12 contains 2806 members 
Mstep: Class 13 contains 10804 members 
Mstep: Class 14 contains 1043 members 
Mstep: Class 15 contains 11453 members 
Mstep: Class 16 contains 487 members 
Mstep: Class 17 contains 25175 members 
Mstep: Class 18 contains 24257 members 
Mstep: Class 19 contains 9415 members 
Mstep: Class 20 contains 35781 members 
Mstep: Class 21 contains 9031 members 
Mstep: Class 22 contains 7000 members 
Mstep: Class 23 contains 22207 members 
Mstep: Class 24 contains 6807 members 
Mstep: Class 25 contains 15736 members 
Mstep: Class 26 contains 1257 members 
Mstep: Class 27 contains 58405 members 
Mstep: Class 28 contains 4788 members 
Mstep: Class 29 contains 634 members 
Mstep: Class 30 contains 35001 members 
Mstep: Class 31 contains 21754 members 
Mstep: Class 32 contains 674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80986568.000000 Penalty: 63855.019531
Iteration 114Q: 33 clusters Score -8.098657e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 74754 members 
Mstep: Class 2 contains 41454 members 
Mstep: Class 3 contains 85260 members 
Mstep: Class 4 contains 2771 members 
Mstep: Class 5 contains 67804 members 
Mstep: Class 6 contains 50433 members 
Mstep: Class 7 contains 6961 members 
Mstep: Class 8 contains 5164 members 
Mstep: Class 9 contains 7961 members 
Mstep: Class 10 contains 10504 members 
Mstep: Class 11 contains 9288 members 
Mstep: Class 12 contains 2807 members 
Mstep: Class 13 contains 10802 members 
Mstep: Class 14 contains 1043 members 
Mstep: Class 15 contains 11460 members 
Mstep: Class 16 contains 487 members 
Mstep: Class 17 contains 25173 members 
Mstep: Class 18 contains 24256 members 
Mstep: Class 19 contains 9364 members 
Mstep: Class 20 contains 35780 members 
Mstep: Class 21 contains 9025 members 
Mstep: Class 22 contains 6988 members 
Mstep: Class 23 contains 22207 members 
Mstep: Class 24 contains 6794 members 
Mstep: Class 25 contains 15756 members 
Mstep: Class 26 contains 1257 members 
Mstep: Class 27 contains 58492 members 
Mstep: Class 28 contains 4788 members 
Mstep: Class 29 contains 634 members 
Mstep: Class 30 contains 35010 members 
Mstep: Class 31 contains 21753 members 
Mstep: Class 32 contains 674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80986600.000000 Penalty: 63855.019531
Iteration 115Q: 33 clusters Score -8.09866e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 74897 members 
Mstep: Class 2 contains 41448 members 
Mstep: Class 3 contains 85189 members 
Mstep: Class 4 contains 2770 members 
Mstep: Class 5 contains 67798 members 
Mstep: Class 6 contains 50338 members 
Mstep: Class 7 contains 6961 members 
Mstep: Class 8 contains 5166 members 
Mstep: Class 9 contains 7974 members 
Mstep: Class 10 contains 10496 members 
Mstep: Class 11 contains 9288 members 
Mstep: Class 12 contains 2807 members 
Mstep: Class 13 contains 10799 members 
Mstep: Class 14 contains 1043 members 
Mstep: Class 15 contains 11465 members 
Mstep: Class 16 contains 487 members 
Mstep: Class 17 contains 25170 members 
Mstep: Class 18 contains 24255 members 
Mstep: Class 19 contains 9320 members 
Mstep: Class 20 contains 35783 members 
Mstep: Class 21 contains 9027 members 
Mstep: Class 22 contains 6971 members 
Mstep: Class 23 contains 22207 members 
Mstep: Class 24 contains 6779 members 
Mstep: Class 25 contains 15773 members 
Mstep: Class 26 contains 1257 members 
Mstep: Class 27 contains 58572 members 
Mstep: Class 28 contains 4788 members 
Mstep: Class 29 contains 634 members 
Mstep: Class 30 contains 35015 members 
Mstep: Class 31 contains 21753 members 
Mstep: Class 32 contains 674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80986624.000000 Penalty: 63855.019531
Iteration 116Q: 33 clusters Score -8.098662e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 75024 members 
Mstep: Class 2 contains 41433 members 
Mstep: Class 3 contains 85129 members 
Mstep: Class 4 contains 2767 members 
Mstep: Class 5 contains 67792 members 
Mstep: Class 6 contains 50264 members 
Mstep: Class 7 contains 6962 members 
Mstep: Class 8 contains 5168 members 
Mstep: Class 9 contains 7995 members 
Mstep: Class 10 contains 10487 members 
Mstep: Class 11 contains 9288 members 
Mstep: Class 12 contains 2806 members 
Mstep: Class 13 contains 10799 members 
Mstep: Class 14 contains 1043 members 
Mstep: Class 15 contains 11469 members 
Mstep: Class 16 contains 487 members 
Mstep: Class 17 contains 25165 members 
Mstep: Class 18 contains 24255 members 
Mstep: Class 19 contains 9273 members 
Mstep: Class 20 contains 35782 members 
Mstep: Class 21 contains 9025 members 
Mstep: Class 22 contains 6947 members 
Mstep: Class 23 contains 22208 members 
Mstep: Class 24 contains 6772 members 
Mstep: Class 25 contains 15789 members 
Mstep: Class 26 contains 1257 members 
Mstep: Class 27 contains 58654 members 
Mstep: Class 28 contains 4788 members 
Mstep: Class 29 contains 634 members 
Mstep: Class 30 contains 35015 members 
Mstep: Class 31 contains 21753 members 
Mstep: Class 32 contains 674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80986632.000000 Penalty: 63855.019531
Iteration 117Q: 33 clusters Score -8.098663e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 75141 members 
Mstep: Class 2 contains 41424 members 
Mstep: Class 3 contains 85060 members 
Mstep: Class 4 contains 2767 members 
Mstep: Class 5 contains 67791 members 
Mstep: Class 6 contains 50199 members 
Mstep: Class 7 contains 6961 members 
Mstep: Class 8 contains 5167 members 
Mstep: Class 9 contains 8009 members 
Mstep: Class 10 contains 10478 members 
Mstep: Class 11 contains 9288 members 
Mstep: Class 12 contains 2805 members 
Mstep: Class 13 contains 10800 members 
Mstep: Class 14 contains 1043 members 
Mstep: Class 15 contains 11477 members 
Mstep: Class 16 contains 487 members 
Mstep: Class 17 contains 25165 members 
Mstep: Class 18 contains 24255 members 
Mstep: Class 19 contains 9232 members 
Mstep: Class 20 contains 35777 members 
Mstep: Class 21 contains 9022 members 
Mstep: Class 22 contains 6931 members 
Mstep: Class 23 contains 22208 members 
Mstep: Class 24 contains 6757 members 
Mstep: Class 25 contains 15796 members 
Mstep: Class 26 contains 1257 members 
Mstep: Class 27 contains 58742 members 
Mstep: Class 28 contains 4789 members 
Mstep: Class 29 contains 634 members 
Mstep: Class 30 contains 35015 members 
Mstep: Class 31 contains 21753 members 
Mstep: Class 32 contains 674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80986712.000000 Penalty: 63855.019531
Iteration 118Q: 33 clusters Score -8.098671e+07 nChanged 559
Entering ConstructFrom: 
Score: -80986712.000000 Penalty: 63855.019531
Entering ConstructFrom: 
Trying to split cluster 1 (75241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75241 members 
Entering Unmasked Estep 
Score: -9573081.000000 Penalty: 1670.793701
	Iteration 0F: 2 clusters Score -9573081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37641 members 
Mstep: Class 2 contains 37600 members 
Entering Unmasked Estep 
Score: -9528139.000000 Penalty: 3341.587402
	Iteration 0F: 3 clusters Score -9528139 nChanged 35292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37403 members 
Mstep: Class 2 contains 37838 members 
Entering Unmasked Estep 
Score: -9547960.000000 Penalty: 3341.587402
	Iteration 1F: 3 clusters Score -9547960 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36958 members 
Mstep: Class 2 contains 38283 members 
Entering Unmasked Estep 
Score: -9548949.000000 Penalty: 3341.587402
	Iteration 2Q: 3 clusters Score -9548949 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36192 members 
Mstep: Class 2 contains 39049 members 
Entering Unmasked Estep 
Score: -9550221.000000 Penalty: 3341.587402
	Iteration 3Q: 3 clusters Score -9550221 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35013 members 
Mstep: Class 2 contains 40228 members 
Entering Unmasked Estep 
Score: -9551836.000000 Penalty: 3341.587402
	Iteration 4F: 3 clusters Score -9551836 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33399 members 
Mstep: Class 2 contains 41842 members 
Entering Unmasked Estep 
Score: -9553736.000000 Penalty: 3341.587402
	Iteration 5F: 3 clusters Score -9553736 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31490 members 
Mstep: Class 2 contains 43751 members 
Entering Unmasked Estep 
Score: -9555783.000000 Penalty: 3341.587402
	Iteration 6F: 3 clusters Score -9555783 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29625 members 
Mstep: Class 2 contains 45616 members 
Entering Unmasked Estep 
Score: -9557694.000000 Penalty: 3341.587402
	Iteration 7F: 3 clusters Score -9557694 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28010 members 
Mstep: Class 2 contains 47231 members 
Entering Unmasked Estep 
Score: -9559083.000000 Penalty: 3341.587402
	Iteration 8F: 3 clusters Score -9559083 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26661 members 
Mstep: Class 2 contains 48580 members 
Entering Unmasked Estep 
Score: -9559969.000000 Penalty: 3341.587402
	Iteration 9Q: 3 clusters Score -9559969 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25428 members 
Mstep: Class 2 contains 49813 members 
Entering Unmasked Estep 
Score: -9560485.000000 Penalty: 3341.587402
	Iteration 10Q: 3 clusters Score -9560485 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 51084 members 
Entering Unmasked Estep 
Score: -9560937.000000 Penalty: 3341.587402
	Iteration 11Q: 3 clusters Score -9560937 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22831 members 
Mstep: Class 2 contains 52410 members 
Entering Unmasked Estep 
Score: -9561238.000000 Penalty: 3341.587402
	Iteration 12Q: 3 clusters Score -9561238 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 53847 members 
Entering Unmasked Estep 
Score: -9561486.000000 Penalty: 3341.587402
	Iteration 13Q: 3 clusters Score -9561486 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 55479 members 
Entering Unmasked Estep 
Score: -9561941.000000 Penalty: 3341.587402
	Iteration 14Q: 3 clusters Score -9561941 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 57341 members 
Entering Unmasked Estep 
Score: -9562476.000000 Penalty: 3341.587402
	Iteration 15Q: 3 clusters Score -9562476 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 59481 members 
Entering Unmasked Estep 
Score: -9563149.000000 Penalty: 3341.587402
	Iteration 16Q: 3 clusters Score -9563149 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 61792 members 
Entering Unmasked Estep 
Score: -9564067.000000 Penalty: 3341.587402
	Iteration 17Q: 3 clusters Score -9564067 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 64265 members 
Entering Unmasked Estep 
Score: -9565290.000000 Penalty: 3341.587402
	Iteration 18Q: 3 clusters Score -9565290 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 66740 members 
Entering Unmasked Estep 
Score: -9566560.000000 Penalty: 3341.587402
	Iteration 19Q: 3 clusters Score -9566560 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 69038 members 
Entering Unmasked Estep 
Score: -9567965.000000 Penalty: 3341.587402
	Iteration 20F: 3 clusters Score -9567965 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 71072 members 
Entering Unmasked Estep 
Score: -9569195.000000 Penalty: 3341.587402
	Iteration 21Q: 3 clusters Score -9569195 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 72596 members 
Entering Unmasked Estep 
Score: -9570190.000000 Penalty: 3341.587402
	Iteration 22Q: 3 clusters Score -9570190 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 73618 members 
Entering Unmasked Estep 
Score: -9570791.000000 Penalty: 3341.587402
	Iteration 23Q: 3 clusters Score -9570791 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 74217 members 
Entering Unmasked Estep 
Score: -9571226.000000 Penalty: 3341.587402
	Iteration 24Q: 3 clusters Score -9571226 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 74506 members 
Entering Unmasked Estep 
Score: -9571440.000000 Penalty: 3341.587402
	Iteration 25Q: 3 clusters Score -9571440 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 74651 members 
Entering Unmasked Estep 
Score: -9571567.000000 Penalty: 3341.587402
	Iteration 26Q: 3 clusters Score -9571567 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 74723 members 
Entering Unmasked Estep 
Score: -9571631.000000 Penalty: 3341.587402
	Iteration 27Q: 3 clusters Score -9571631 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 74770 members 
Entering Unmasked Estep 
Score: -9571681.000000 Penalty: 3341.587402
	Iteration 28Q: 3 clusters Score -9571681 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 74805 members 
Entering Unmasked Estep 
Score: -9571718.000000 Penalty: 3341.587402
	Iteration 29Q: 3 clusters Score -9571718 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 74819 members 
Entering Unmasked Estep 
Score: -9571743.000000 Penalty: 3341.587402
	Iteration 30Q: 3 clusters Score -9571743 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 74834 members 
Entering Unmasked Estep 
Score: -9571756.000000 Penalty: 3341.587402
	Iteration 31Q: 3 clusters Score -9571756 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 74843 members 
Entering Unmasked Estep 
Score: -9571777.000000 Penalty: 3341.587402
	Iteration 32Q: 3 clusters Score -9571777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 74847 members 
Entering Unmasked Estep 
Score: -9571772.000000 Penalty: 3341.587402
	Iteration 33Q: 3 clusters Score -9571772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 74851 members 
Entering Unmasked Estep 
Score: -9571776.000000 Penalty: 3341.587402
	Iteration 34Q: 3 clusters Score -9571776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 74856 members 
Entering Unmasked Estep 
Score: -9571775.000000 Penalty: 3341.587402
	Iteration 35Q: 3 clusters Score -9571775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 74858 members 
Entering Unmasked Estep 
Score: -9571777.000000 Penalty: 3341.587402
	Iteration 36Q: 3 clusters Score -9571777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 74859 members 
Entering Unmasked Estep 
Score: -9571779.000000 Penalty: 3341.587402
	Iteration 37Q: 3 clusters Score -9571779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 74859 members 
Entering Unmasked Estep 
Score: -9571779.000000 Penalty: 3341.587402
	Iteration 38F: 3 clusters Score -9571779 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (41417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41417 members 
Entering Unmasked Estep 
Score: -5089478.000000 Penalty: 1581.959351
	Iteration 0F: 2 clusters Score -5089478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -5062677.000000 Penalty: 3163.918701
	Iteration 0F: 3 clusters Score -5062677 nChanged 18986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 22094 members 
Entering Unmasked Estep 
Score: -5073388.000000 Penalty: 3163.918701
	Iteration 1F: 3 clusters Score -5073388 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -5074266.500000 Penalty: 3163.918701
	Iteration 2F: 3 clusters Score -5074266 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
Score: -5075226.000000 Penalty: 3163.918701
	Iteration 3F: 3 clusters Score -5075226 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 25251 members 
Entering Unmasked Estep 
Score: -5076368.500000 Penalty: 3163.918701
	Iteration 4F: 3 clusters Score -5076368 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 26979 members 
Entering Unmasked Estep 
Score: -5077673.000000 Penalty: 3163.918701
	Iteration 5F: 3 clusters Score -5077673 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 29015 members 
Entering Unmasked Estep 
Score: -5079088.000000 Penalty: 3163.918701
	Iteration 6F: 3 clusters Score -5079088 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 31338 members 
Entering Unmasked Estep 
Score: -5080767.000000 Penalty: 3163.918701
	Iteration 7F: 3 clusters Score -5080767 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 33778 members 
Entering Unmasked Estep 
Score: -5082653.500000 Penalty: 3163.918701
	Iteration 8F: 3 clusters Score -5082654 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 36041 members 
Entering Unmasked Estep 
Score: -5084497.500000 Penalty: 3163.918701
	Iteration 9F: 3 clusters Score -5084498 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 37849 members 
Entering Unmasked Estep 
Score: -5085931.500000 Penalty: 3163.918701
	Iteration 10Q: 3 clusters Score -5085932 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 39071 members 
Entering Unmasked Estep 
Score: -5086839.000000 Penalty: 3163.918701
	Iteration 11Q: 3 clusters Score -5086839 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 39891 members 
Entering Unmasked Estep 
Score: -5087439.000000 Penalty: 3163.918701
	Iteration 12Q: 3 clusters Score -5087439 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 40319 members 
Entering Unmasked Estep 
Score: -5087752.500000 Penalty: 3163.918701
	Iteration 13Q: 3 clusters Score -5087752 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 40577 members 
Entering Unmasked Estep 
Score: -5087949.000000 Penalty: 3163.918701
	Iteration 14Q: 3 clusters Score -5087949 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 40727 members 
Entering Unmasked Estep 
Score: -5088080.500000 Penalty: 3163.918701
	Iteration 15Q: 3 clusters Score -5088080 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 40817 members 
Entering Unmasked Estep 
Score: -5088181.000000 Penalty: 3163.918701
	Iteration 16Q: 3 clusters Score -5088181 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 40884 members 
Entering Unmasked Estep 
Score: -5088250.000000 Penalty: 3163.918701
	Iteration 17Q: 3 clusters Score -5088250 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 40919 members 
Entering Unmasked Estep 
Score: -5088269.000000 Penalty: 3163.918701
	Iteration 18Q: 3 clusters Score -5088269 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 40943 members 
Entering Unmasked Estep 
Score: -5088298.000000 Penalty: 3163.918701
	Iteration 19Q: 3 clusters Score -5088298 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 40960 members 
Entering Unmasked Estep 
Score: -5088314.500000 Penalty: 3163.918701
	Iteration 20F: 3 clusters Score -5088314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 40971 members 
Entering Unmasked Estep 
Score: -5088320.500000 Penalty: 3163.918701
	Iteration 21Q: 3 clusters Score -5088320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 40982 members 
Entering Unmasked Estep 
Score: -5088326.500000 Penalty: 3163.918701
	Iteration 22Q: 3 clusters Score -5088326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 40988 members 
Entering Unmasked Estep 
Score: -5088333.500000 Penalty: 3163.918701
	Iteration 23Q: 3 clusters Score -5088334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 40992 members 
Entering Unmasked Estep 
Score: -5088335.500000 Penalty: 3163.918701
	Iteration 24Q: 3 clusters Score -5088336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 40993 members 
Entering Unmasked Estep 
Score: -5088336.000000 Penalty: 3163.918701
	Iteration 25Q: 3 clusters Score -5088336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 40998 members 
Entering Unmasked Estep 
Score: -5088337.500000 Penalty: 3163.918701
	Iteration 26Q: 3 clusters Score -5088338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 40999 members 
Entering Unmasked Estep 
Score: -5088343.500000 Penalty: 3163.918701
	Iteration 27Q: 3 clusters Score -5088344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 40998 members 
Entering Unmasked Estep 
Score: -5088345.000000 Penalty: 3163.918701
	Iteration 28Q: 3 clusters Score -5088345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 40998 members 
Entering Unmasked Estep 
Score: -5088345.000000 Penalty: 3163.918701
	Iteration 29F: 3 clusters Score -5088345 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (84991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84991 members 
Entering Unmasked Estep 
Score: -10762530.000000 Penalty: 1688.924805
	Iteration 0F: 2 clusters Score -1.076253e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42294 members 
Mstep: Class 2 contains 42697 members 
Entering Unmasked Estep 
Score: -10716598.000000 Penalty: 3377.849609
	Iteration 0F: 3 clusters Score -1.07166e+07 nChanged 40082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40350 members 
Mstep: Class 2 contains 44641 members 
Entering Unmasked Estep 
Score: -10739217.000000 Penalty: 3377.849609
	Iteration 1F: 3 clusters Score -1.073922e+07 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38897 members 
Mstep: Class 2 contains 46094 members 
Entering Unmasked Estep 
Score: -10740175.000000 Penalty: 3377.849609
	Iteration 2Q: 3 clusters Score -1.074018e+07 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36839 members 
Mstep: Class 2 contains 48152 members 
Entering Unmasked Estep 
Score: -10741356.000000 Penalty: 3377.849609
	Iteration 3Q: 3 clusters Score -1.074136e+07 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34112 members 
Mstep: Class 2 contains 50879 members 
Entering Unmasked Estep 
Score: -10742816.000000 Penalty: 3377.849609
	Iteration 4Q: 3 clusters Score -1.074282e+07 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30610 members 
Mstep: Class 2 contains 54381 members 
Entering Unmasked Estep 
Score: -10744675.000000 Penalty: 3377.849609
	Iteration 5F: 3 clusters Score -1.074468e+07 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26439 members 
Mstep: Class 2 contains 58552 members 
Entering Unmasked Estep 
Score: -10747063.000000 Penalty: 3377.849609
	Iteration 6F: 3 clusters Score -1.074706e+07 nChanged 5348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 62992 members 
Entering Unmasked Estep 
Score: -10750017.000000 Penalty: 3377.849609
	Iteration 7F: 3 clusters Score -1.075002e+07 nChanged 5081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 67215 members 
Entering Unmasked Estep 
Score: -10753237.000000 Penalty: 3377.849609
	Iteration 8F: 3 clusters Score -1.075324e+07 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 70677 members 
Entering Unmasked Estep 
Score: -10756245.000000 Penalty: 3377.849609
	Iteration 9F: 3 clusters Score -1.075624e+07 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 73025 members 
Entering Unmasked Estep 
Score: -10758410.000000 Penalty: 3377.849609
	Iteration 10Q: 3 clusters Score -1.075841e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 74398 members 
Entering Unmasked Estep 
Score: -10760049.000000 Penalty: 3377.849609
	Iteration 11Q: 3 clusters Score -1.076005e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 75052 members 
Entering Unmasked Estep 
Score: -10761121.000000 Penalty: 3377.849609
	Iteration 12Q: 3 clusters Score -1.076112e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 75413 members 
Entering Unmasked Estep 
Score: -10761811.000000 Penalty: 3377.849609
	Iteration 13Q: 3 clusters Score -1.076181e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 75685 members 
Entering Unmasked Estep 
Score: -10762274.000000 Penalty: 3377.849609
	Iteration 14Q: 3 clusters Score -1.076227e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 75952 members 
Entering Unmasked Estep 
Score: -10762679.000000 Penalty: 3377.849609
	Iteration 15Q: 3 clusters Score -1.076268e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 76179 members 
Entering Unmasked Estep 
Score: -10763008.000000 Penalty: 3377.849609
	Iteration 16Q: 3 clusters Score -1.076301e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 76381 members 
Entering Unmasked Estep 
Score: -10763279.000000 Penalty: 3377.849609
	Iteration 17Q: 3 clusters Score -1.076328e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 76593 members 
Entering Unmasked Estep 
Score: -10763521.000000 Penalty: 3377.849609
	Iteration 18Q: 3 clusters Score -1.076352e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 76785 members 
Entering Unmasked Estep 
Score: -10763671.000000 Penalty: 3377.849609
	Iteration 19Q: 3 clusters Score -1.076367e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 76936 members 
Entering Unmasked Estep 
Score: -10763773.000000 Penalty: 3377.849609
	Iteration 20F: 3 clusters Score -1.076377e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 77070 members 
Entering Unmasked Estep 
Score: -10763824.000000 Penalty: 3377.849609
	Iteration 21Q: 3 clusters Score -1.076382e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 77180 members 
Entering Unmasked Estep 
Score: -10763930.000000 Penalty: 3377.849609
	Iteration 22Q: 3 clusters Score -1.076393e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 77275 members 
Entering Unmasked Estep 
Score: -10763979.000000 Penalty: 3377.849609
	Iteration 23Q: 3 clusters Score -1.076398e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 77365 members 
Entering Unmasked Estep 
Score: -10764019.000000 Penalty: 3377.849609
	Iteration 24Q: 3 clusters Score -1.076402e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 77458 members 
Entering Unmasked Estep 
Score: -10764068.000000 Penalty: 3377.849609
	Iteration 25Q: 3 clusters Score -1.076407e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 77551 members 
Entering Unmasked Estep 
Score: -10764091.000000 Penalty: 3377.849609
	Iteration 26Q: 3 clusters Score -1.076409e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 77612 members 
Entering Unmasked Estep 
Score: -10764112.000000 Penalty: 3377.849609
	Iteration 27Q: 3 clusters Score -1.076411e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 77684 members 
Entering Unmasked Estep 
Score: -10764131.000000 Penalty: 3377.849609
	Iteration 28Q: 3 clusters Score -1.076413e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 77763 members 
Entering Unmasked Estep 
Score: -10764110.000000 Penalty: 3377.849609
	Iteration 29Q: 3 clusters Score -1.076411e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 77835 members 
Entering Unmasked Estep 
Score: -10764107.000000 Penalty: 3377.849609
	Iteration 30Q: 3 clusters Score -1.076411e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 77901 members 
Entering Unmasked Estep 
Score: -10764101.000000 Penalty: 3377.849609
	Iteration 31Q: 3 clusters Score -1.07641e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 77965 members 
Entering Unmasked Estep 
Score: -10764094.000000 Penalty: 3377.849609
	Iteration 32Q: 3 clusters Score -1.076409e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 78028 members 
Entering Unmasked Estep 
Score: -10764088.000000 Penalty: 3377.849609
	Iteration 33Q: 3 clusters Score -1.076409e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 78084 members 
Entering Unmasked Estep 
Score: -10764100.000000 Penalty: 3377.849609
	Iteration 34Q: 3 clusters Score -1.07641e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 78151 members 
Entering Unmasked Estep 
Score: -10764087.000000 Penalty: 3377.849609
	Iteration 35Q: 3 clusters Score -1.076409e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 78215 members 
Entering Unmasked Estep 
Score: -10764044.000000 Penalty: 3377.849609
	Iteration 36Q: 3 clusters Score -1.076404e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 78258 members 
Entering Unmasked Estep 
Score: -10764076.000000 Penalty: 3377.849609
	Iteration 37Q: 3 clusters Score -1.076408e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 78309 members 
Entering Unmasked Estep 
Score: -10764057.000000 Penalty: 3377.849609
	Iteration 38Q: 3 clusters Score -1.076406e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 78368 members 
Entering Unmasked Estep 
Score: -10764021.000000 Penalty: 3377.849609
	Iteration 39Q: 3 clusters Score -1.076402e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 78420 members 
Entering Unmasked Estep 
Score: -10764022.000000 Penalty: 3377.849609
	Iteration 40F: 3 clusters Score -1.076402e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 78472 members 
Entering Unmasked Estep 
Score: -10764023.000000 Penalty: 3377.849609
	Iteration 41Q: 3 clusters Score -1.076402e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 78528 members 
Entering Unmasked Estep 
Score: -10764023.000000 Penalty: 3377.849609
	Iteration 42Q: 3 clusters Score -1.076402e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 78572 members 
Entering Unmasked Estep 
Score: -10764016.000000 Penalty: 3377.849609
	Iteration 43Q: 3 clusters Score -1.076402e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 78627 members 
Entering Unmasked Estep 
Score: -10764002.000000 Penalty: 3377.849609
	Iteration 44Q: 3 clusters Score -1.0764e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 78679 members 
Entering Unmasked Estep 
Score: -10763990.000000 Penalty: 3377.849609
	Iteration 45Q: 3 clusters Score -1.076399e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 78734 members 
Entering Unmasked Estep 
Score: -10763970.000000 Penalty: 3377.849609
	Iteration 46Q: 3 clusters Score -1.076397e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 78794 members 
Entering Unmasked Estep 
Score: -10763937.000000 Penalty: 3377.849609
	Iteration 47Q: 3 clusters Score -1.076394e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 78852 members 
Entering Unmasked Estep 
Score: -10763943.000000 Penalty: 3377.849609
	Iteration 48Q: 3 clusters Score -1.076394e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 78903 members 
Entering Unmasked Estep 
Score: -10763928.000000 Penalty: 3377.849609
	Iteration 49Q: 3 clusters Score -1.076393e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 78964 members 
Entering Unmasked Estep 
Score: -10763883.000000 Penalty: 3377.849609
	Iteration 50Q: 3 clusters Score -1.076388e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 79024 members 
Entering Unmasked Estep 
Score: -10763857.000000 Penalty: 3377.849609
	Iteration 51Q: 3 clusters Score -1.076386e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 79088 members 
Entering Unmasked Estep 
Score: -10763803.000000 Penalty: 3377.849609
	Iteration 52Q: 3 clusters Score -1.07638e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 79148 members 
Entering Unmasked Estep 
Score: -10763789.000000 Penalty: 3377.849609
	Iteration 53Q: 3 clusters Score -1.076379e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 79199 members 
Entering Unmasked Estep 
Score: -10763764.000000 Penalty: 3377.849609
	Iteration 54Q: 3 clusters Score -1.076376e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 79247 members 
Entering Unmasked Estep 
Score: -10763750.000000 Penalty: 3377.849609
	Iteration 55Q: 3 clusters Score -1.076375e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 79287 members 
Entering Unmasked Estep 
Score: -10763739.000000 Penalty: 3377.849609
	Iteration 56Q: 3 clusters Score -1.076374e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 79326 members 
Entering Unmasked Estep 
Score: -10763724.000000 Penalty: 3377.849609
	Iteration 57Q: 3 clusters Score -1.076372e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 79357 members 
Entering Unmasked Estep 
Score: -10763711.000000 Penalty: 3377.849609
	Iteration 58Q: 3 clusters Score -1.076371e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 79391 members 
Entering Unmasked Estep 
Score: -10763728.000000 Penalty: 3377.849609
	Iteration 59Q: 3 clusters Score -1.076373e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 79420 members 
Entering Unmasked Estep 
Score: -10763729.000000 Penalty: 3377.849609
	Iteration 60F: 3 clusters Score -1.076373e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 79451 members 
Entering Unmasked Estep 
Score: -10763716.000000 Penalty: 3377.849609
	Iteration 61Q: 3 clusters Score -1.076372e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 79478 members 
Entering Unmasked Estep 
Score: -10763722.000000 Penalty: 3377.849609
	Iteration 62Q: 3 clusters Score -1.076372e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 79501 members 
Entering Unmasked Estep 
Score: -10763713.000000 Penalty: 3377.849609
	Iteration 63Q: 3 clusters Score -1.076371e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 79520 members 
Entering Unmasked Estep 
Score: -10763724.000000 Penalty: 3377.849609
	Iteration 64Q: 3 clusters Score -1.076372e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 79542 members 
Entering Unmasked Estep 
Score: -10763707.000000 Penalty: 3377.849609
	Iteration 65Q: 3 clusters Score -1.076371e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 79561 members 
Entering Unmasked Estep 
Score: -10763700.000000 Penalty: 3377.849609
	Iteration 66Q: 3 clusters Score -1.07637e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 79577 members 
Entering Unmasked Estep 
Score: -10763694.000000 Penalty: 3377.849609
	Iteration 67Q: 3 clusters Score -1.076369e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 79590 members 
Entering Unmasked Estep 
Score: -10763694.000000 Penalty: 3377.849609
	Iteration 68Q: 3 clusters Score -1.076369e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 79610 members 
Entering Unmasked Estep 
Score: -10763675.000000 Penalty: 3377.849609
	Iteration 69Q: 3 clusters Score -1.076368e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 79624 members 
Entering Unmasked Estep 
Score: -10763657.000000 Penalty: 3377.849609
	Iteration 70Q: 3 clusters Score -1.076366e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 79643 members 
Entering Unmasked Estep 
Score: -10763668.000000 Penalty: 3377.849609
	Iteration 71Q: 3 clusters Score -1.076367e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 79656 members 
Entering Unmasked Estep 
Score: -10763662.000000 Penalty: 3377.849609
	Iteration 72Q: 3 clusters Score -1.076366e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 79663 members 
Entering Unmasked Estep 
Score: -10763644.000000 Penalty: 3377.849609
	Iteration 73Q: 3 clusters Score -1.076364e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 79672 members 
Entering Unmasked Estep 
Score: -10763660.000000 Penalty: 3377.849609
	Iteration 74Q: 3 clusters Score -1.076366e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 79681 members 
Entering Unmasked Estep 
Score: -10763654.000000 Penalty: 3377.849609
	Iteration 75Q: 3 clusters Score -1.076365e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 79684 members 
Entering Unmasked Estep 
Score: -10763647.000000 Penalty: 3377.849609
	Iteration 76Q: 3 clusters Score -1.076365e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 79691 members 
Entering Unmasked Estep 
Score: -10763645.000000 Penalty: 3377.849609
	Iteration 77Q: 3 clusters Score -1.076364e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 79694 members 
Entering Unmasked Estep 
Score: -10763652.000000 Penalty: 3377.849609
	Iteration 78Q: 3 clusters Score -1.076365e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 79703 members 
Entering Unmasked Estep 
Score: -10763647.000000 Penalty: 3377.849609
	Iteration 79Q: 3 clusters Score -1.076365e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 79716 members 
Entering Unmasked Estep 
Score: -10763627.000000 Penalty: 3377.849609
	Iteration 80F: 3 clusters Score -1.076363e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 79726 members 
Entering Unmasked Estep 
Score: -10763633.000000 Penalty: 3377.849609
	Iteration 81Q: 3 clusters Score -1.076363e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 79734 members 
Entering Unmasked Estep 
Score: -10763629.000000 Penalty: 3377.849609
	Iteration 82Q: 3 clusters Score -1.076363e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 79742 members 
Entering Unmasked Estep 
Score: -10763647.000000 Penalty: 3377.849609
	Iteration 83Q: 3 clusters Score -1.076365e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 79750 members 
Entering Unmasked Estep 
Score: -10763635.000000 Penalty: 3377.849609
	Iteration 84Q: 3 clusters Score -1.076364e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 79757 members 
Entering Unmasked Estep 
Score: -10763650.000000 Penalty: 3377.849609
	Iteration 85Q: 3 clusters Score -1.076365e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 79762 members 
Entering Unmasked Estep 
Score: -10763646.000000 Penalty: 3377.849609
	Iteration 86Q: 3 clusters Score -1.076365e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 79764 members 
Entering Unmasked Estep 
Score: -10763652.000000 Penalty: 3377.849609
	Iteration 87Q: 3 clusters Score -1.076365e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 79766 members 
Entering Unmasked Estep 
Score: -10763650.000000 Penalty: 3377.849609
	Iteration 88Q: 3 clusters Score -1.076365e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 79770 members 
Entering Unmasked Estep 
Score: -10763647.000000 Penalty: 3377.849609
	Iteration 89Q: 3 clusters Score -1.076365e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 79775 members 
Entering Unmasked Estep 
Score: -10763645.000000 Penalty: 3377.849609
	Iteration 90Q: 3 clusters Score -1.076364e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 79781 members 
Entering Unmasked Estep 
Score: -10763640.000000 Penalty: 3377.849609
	Iteration 91Q: 3 clusters Score -1.076364e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 79788 members 
Entering Unmasked Estep 
Score: -10763638.000000 Penalty: 3377.849609
	Iteration 92Q: 3 clusters Score -1.076364e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 79799 members 
Entering Unmasked Estep 
Score: -10763639.000000 Penalty: 3377.849609
	Iteration 93Q: 3 clusters Score -1.076364e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 79813 members 
Entering Unmasked Estep 
Score: -10763618.000000 Penalty: 3377.849609
	Iteration 94Q: 3 clusters Score -1.076362e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 79833 members 
Entering Unmasked Estep 
Score: -10763631.000000 Penalty: 3377.849609
	Iteration 95Q: 3 clusters Score -1.076363e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 79851 members 
Entering Unmasked Estep 
Score: -10763629.000000 Penalty: 3377.849609
	Iteration 96Q: 3 clusters Score -1.076363e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 79858 members 
Entering Unmasked Estep 
Score: -10763627.000000 Penalty: 3377.849609
	Iteration 97Q: 3 clusters Score -1.076363e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 79867 members 
Entering Unmasked Estep 
Score: -10763616.000000 Penalty: 3377.849609
	Iteration 98Q: 3 clusters Score -1.076362e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 79879 members 
Entering Unmasked Estep 
Score: -10763615.000000 Penalty: 3377.849609
	Iteration 99Q: 3 clusters Score -1.076362e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 79897 members 
Entering Unmasked Estep 
Score: -10763620.000000 Penalty: 3377.849609
	Iteration 100F: 3 clusters Score -1.076362e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 79910 members 
Entering Unmasked Estep 
Score: -10763624.000000 Penalty: 3377.849609
	Iteration 101Q: 3 clusters Score -1.076362e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 79927 members 
Entering Unmasked Estep 
Score: -10763605.000000 Penalty: 3377.849609
	Iteration 102Q: 3 clusters Score -1.07636e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 79940 members 
Entering Unmasked Estep 
Score: -10763599.000000 Penalty: 3377.849609
	Iteration 103Q: 3 clusters Score -1.07636e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 79953 members 
Entering Unmasked Estep 
Score: -10763589.000000 Penalty: 3377.849609
	Iteration 104Q: 3 clusters Score -1.076359e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 79967 members 
Entering Unmasked Estep 
Score: -10763570.000000 Penalty: 3377.849609
	Iteration 105Q: 3 clusters Score -1.076357e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 79977 members 
Entering Unmasked Estep 
Score: -10763581.000000 Penalty: 3377.849609
	Iteration 106Q: 3 clusters Score -1.076358e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 79982 members 
Entering Unmasked Estep 
Score: -10763586.000000 Penalty: 3377.849609
	Iteration 107Q: 3 clusters Score -1.076359e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 79986 members 
Entering Unmasked Estep 
Score: -10763581.000000 Penalty: 3377.849609
	Iteration 108Q: 3 clusters Score -1.076358e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 79990 members 
Entering Unmasked Estep 
Score: -10763582.000000 Penalty: 3377.849609
	Iteration 109Q: 3 clusters Score -1.076358e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 79995 members 
Entering Unmasked Estep 
Score: -10763581.000000 Penalty: 3377.849609
	Iteration 110Q: 3 clusters Score -1.076358e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 79998 members 
Entering Unmasked Estep 
Score: -10763570.000000 Penalty: 3377.849609
	Iteration 111Q: 3 clusters Score -1.076357e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 80006 members 
Entering Unmasked Estep 
Score: -10763562.000000 Penalty: 3377.849609
	Iteration 112Q: 3 clusters Score -1.076356e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 80010 members 
Entering Unmasked Estep 
Score: -10763560.000000 Penalty: 3377.849609
	Iteration 113Q: 3 clusters Score -1.076356e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 80016 members 
Entering Unmasked Estep 
Score: -10763546.000000 Penalty: 3377.849609
	Iteration 114Q: 3 clusters Score -1.076355e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 80019 members 
Entering Unmasked Estep 
Score: -10763545.000000 Penalty: 3377.849609
	Iteration 115Q: 3 clusters Score -1.076354e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 80023 members 
Entering Unmasked Estep 
Score: -10763551.000000 Penalty: 3377.849609
	Iteration 116Q: 3 clusters Score -1.076355e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 80023 members 
Entering Unmasked Estep 
Score: -10763551.000000 Penalty: 3377.849609
	Iteration 117F: 3 clusters Score -1.076355e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 75241 members 
Mstep: Class 2 contains 41417 members 
Mstep: Class 3 contains 4968 members 
Mstep: Class 4 contains 2766 members 
Mstep: Class 5 contains 67792 members 
Mstep: Class 6 contains 50126 members 
Mstep: Class 7 contains 6961 members 
Mstep: Class 8 contains 5172 members 
Mstep: Class 9 contains 8015 members 
Mstep: Class 10 contains 10466 members 
Mstep: Class 11 contains 9288 members 
Mstep: Class 12 contains 2805 members 
Mstep: Class 13 contains 10799 members 
Mstep: Class 14 contains 1043 members 
Mstep: Class 15 contains 11487 members 
Mstep: Class 16 contains 487 members 
Mstep: Class 17 contains 25162 members 
Mstep: Class 18 contains 24256 members 
Mstep: Class 19 contains 9191 members 
Mstep: Class 20 contains 35778 members 
Mstep: Class 21 contains 9020 members 
Mstep: Class 22 contains 6917 members 
Mstep: Class 23 contains 22208 members 
Mstep: Class 24 contains 6746 members 
Mstep: Class 25 contains 15811 members 
Mstep: Class 26 contains 1257 members 
Mstep: Class 27 contains 58839 members 
Mstep: Class 28 contains 4790 members 
Mstep: Class 29 contains 634 members 
Mstep: Class 30 contains 35012 members 
Mstep: Class 31 contains 21753 members 
Mstep: Class 32 contains 674 members 
Mstep: Class 33 contains 80023 members 
Entering Unmasked Estep 
Score: -80987544.000000 Penalty: 65850.492188
Splitting cluster 3 changes total score from -80986712.000000 to -80987544.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 4 (2766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Entering Unmasked Estep 
Score: -300385.218750 Penalty: 1179.263428
	Iteration 0F: 2 clusters Score -300385.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -298063.718750 Penalty: 2358.526855
	Iteration 0F: 3 clusters Score -298063.7 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -298759.437500 Penalty: 2358.526855
	Iteration 1F: 3 clusters Score -298759.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -298967.281250 Penalty: 2358.526855
	Iteration 2F: 3 clusters Score -298967.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -299124.000000 Penalty: 2358.526855
	Iteration 3F: 3 clusters Score -299124 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -299233.937500 Penalty: 2358.526855
	Iteration 4Q: 3 clusters Score -299233.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -299312.812500 Penalty: 2358.526855
	Iteration 5Q: 3 clusters Score -299312.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -299387.500000 Penalty: 2358.526855
	Iteration 6Q: 3 clusters Score -299387.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -299475.750000 Penalty: 2358.526855
	Iteration 7Q: 3 clusters Score -299475.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -299565.343750 Penalty: 2358.526855
	Iteration 8Q: 3 clusters Score -299565.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -299645.562500 Penalty: 2358.526855
	Iteration 9Q: 3 clusters Score -299645.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -299717.156250 Penalty: 2358.526855
	Iteration 10Q: 3 clusters Score -299717.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -299801.781250 Penalty: 2358.526855
	Iteration 11Q: 3 clusters Score -299801.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -299878.562500 Penalty: 2358.526855
	Iteration 12Q: 3 clusters Score -299878.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -299949.875000 Penalty: 2358.526855
	Iteration 13Q: 3 clusters Score -299949.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -299991.125000 Penalty: 2358.526855
	Iteration 14Q: 3 clusters Score -299991.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -300017.656250 Penalty: 2358.526855
	Iteration 15Q: 3 clusters Score -300017.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -300041.718750 Penalty: 2358.526855
	Iteration 16Q: 3 clusters Score -300041.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -300059.000000 Penalty: 2358.526855
	Iteration 17Q: 3 clusters Score -300059 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -300065.125000 Penalty: 2358.526855
	Iteration 18Q: 3 clusters Score -300065.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -300070.125000 Penalty: 2358.526855
	Iteration 19Q: 3 clusters Score -300070.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -300073.062500 Penalty: 2358.526855
	Iteration 20F: 3 clusters Score -300073.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -300078.156250 Penalty: 2358.526855
	Iteration 21Q: 3 clusters Score -300078.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -300081.375000 Penalty: 2358.526855
	Iteration 22Q: 3 clusters Score -300081.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -300086.875000 Penalty: 2358.526855
	Iteration 23Q: 3 clusters Score -300086.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -300090.375000 Penalty: 2358.526855
	Iteration 24Q: 3 clusters Score -300090.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -300093.656250 Penalty: 2358.526855
	Iteration 25Q: 3 clusters Score -300093.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -300098.562500 Penalty: 2358.526855
	Iteration 26Q: 3 clusters Score -300098.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -300103.750000 Penalty: 2358.526855
	Iteration 27Q: 3 clusters Score -300103.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -300108.281250 Penalty: 2358.526855
	Iteration 28Q: 3 clusters Score -300108.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -300109.656250 Penalty: 2358.526855
	Iteration 29Q: 3 clusters Score -300109.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -300111.375000 Penalty: 2358.526855
	Iteration 30Q: 3 clusters Score -300111.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -300114.125000 Penalty: 2358.526855
	Iteration 31Q: 3 clusters Score -300114.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -300118.343750 Penalty: 2358.526855
	Iteration 32Q: 3 clusters Score -300118.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -300119.781250 Penalty: 2358.526855
	Iteration 33Q: 3 clusters Score -300119.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -300123.281250 Penalty: 2358.526855
	Iteration 34Q: 3 clusters Score -300123.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -300123.937500 Penalty: 2358.526855
	Iteration 35Q: 3 clusters Score -300123.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -300124.281250 Penalty: 2358.526855
	Iteration 36Q: 3 clusters Score -300124.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -300124.281250 Penalty: 2358.526855
	Iteration 37F: 3 clusters Score -300124.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (67792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67792 members 
Entering Unmasked Estep 
Score: -8443263.000000 Penalty: 1655.281006
	Iteration 0F: 2 clusters Score -8443263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33835 members 
Mstep: Class 2 contains 33957 members 
Entering Unmasked Estep 
Score: -8401517.000000 Penalty: 3310.562012
	Iteration 0F: 3 clusters Score -8401517 nChanged 31589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33424 members 
Mstep: Class 2 contains 34368 members 
Entering Unmasked Estep 
Score: -8419291.000000 Penalty: 3310.562012
	Iteration 1F: 3 clusters Score -8419291 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33201 members 
Mstep: Class 2 contains 34591 members 
Entering Unmasked Estep 
Score: -8419962.000000 Penalty: 3310.562012
	Iteration 2Q: 3 clusters Score -8419962 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32781 members 
Mstep: Class 2 contains 35011 members 
Entering Unmasked Estep 
Score: -8420505.000000 Penalty: 3310.562012
	Iteration 3Q: 3 clusters Score -8420505 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32133 members 
Mstep: Class 2 contains 35659 members 
Entering Unmasked Estep 
Score: -8420973.000000 Penalty: 3310.562012
	Iteration 4Q: 3 clusters Score -8420973 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31194 members 
Mstep: Class 2 contains 36598 members 
Entering Unmasked Estep 
Score: -8421545.000000 Penalty: 3310.562012
	Iteration 5Q: 3 clusters Score -8421545 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29882 members 
Mstep: Class 2 contains 37910 members 
Entering Unmasked Estep 
Score: -8422097.000000 Penalty: 3310.562012
	Iteration 6Q: 3 clusters Score -8422097 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28043 members 
Mstep: Class 2 contains 39749 members 
Entering Unmasked Estep 
Score: -8422896.000000 Penalty: 3310.562012
	Iteration 7Q: 3 clusters Score -8422896 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25531 members 
Mstep: Class 2 contains 42261 members 
Entering Unmasked Estep 
Score: -8424085.000000 Penalty: 3310.562012
	Iteration 8Q: 3 clusters Score -8424085 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 45546 members 
Entering Unmasked Estep 
Score: -8425704.000000 Penalty: 3310.562012
	Iteration 9F: 3 clusters Score -8425704 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 49470 members 
Entering Unmasked Estep 
Score: -8428035.000000 Penalty: 3310.562012
	Iteration 10F: 3 clusters Score -8428035 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 53889 members 
Entering Unmasked Estep 
Score: -8430839.000000 Penalty: 3310.562012
	Iteration 11F: 3 clusters Score -8430839 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 58271 members 
Entering Unmasked Estep 
Score: -8434029.000000 Penalty: 3310.562012
	Iteration 12F: 3 clusters Score -8434029 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 61861 members 
Entering Unmasked Estep 
Score: -8436983.000000 Penalty: 3310.562012
	Iteration 13F: 3 clusters Score -8436983 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 64326 members 
Entering Unmasked Estep 
Score: -8439254.000000 Penalty: 3310.562012
	Iteration 14Q: 3 clusters Score -8439254 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 65775 members 
Entering Unmasked Estep 
Score: -8440669.000000 Penalty: 3310.562012
	Iteration 15Q: 3 clusters Score -8440669 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 66471 members 
Entering Unmasked Estep 
Score: -8441345.000000 Penalty: 3310.562012
	Iteration 16Q: 3 clusters Score -8441345 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 66781 members 
Entering Unmasked Estep 
Score: -8441707.000000 Penalty: 3310.562012
	Iteration 17Q: 3 clusters Score -8441707 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 66930 members 
Entering Unmasked Estep 
Score: -8441924.000000 Penalty: 3310.562012
	Iteration 18Q: 3 clusters Score -8441924 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 67012 members 
Entering Unmasked Estep 
Score: -8442040.000000 Penalty: 3310.562012
	Iteration 19Q: 3 clusters Score -8442040 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 67050 members 
Entering Unmasked Estep 
Score: -8442136.000000 Penalty: 3310.562012
	Iteration 20F: 3 clusters Score -8442136 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 67065 members 
Entering Unmasked Estep 
Score: -8442185.000000 Penalty: 3310.562012
	Iteration 21Q: 3 clusters Score -8442185 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 67078 members 
Entering Unmasked Estep 
Score: -8442193.000000 Penalty: 3310.562012
	Iteration 22Q: 3 clusters Score -8442193 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 67081 members 
Entering Unmasked Estep 
Score: -8442217.000000 Penalty: 3310.562012
	Iteration 23Q: 3 clusters Score -8442217 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 67082 members 
Entering Unmasked Estep 
Score: -8442231.000000 Penalty: 3310.562012
	Iteration 24Q: 3 clusters Score -8442231 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 67083 members 
Entering Unmasked Estep 
Score: -8442248.000000 Penalty: 3310.562012
	Iteration 25Q: 3 clusters Score -8442248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 67090 members 
Entering Unmasked Estep 
Score: -8442256.000000 Penalty: 3310.562012
	Iteration 26Q: 3 clusters Score -8442256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 67096 members 
Entering Unmasked Estep 
Score: -8442258.000000 Penalty: 3310.562012
	Iteration 27Q: 3 clusters Score -8442258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 67097 members 
Entering Unmasked Estep 
Score: -8442262.000000 Penalty: 3310.562012
	Iteration 28Q: 3 clusters Score -8442262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 67095 members 
Entering Unmasked Estep 
Score: -8442273.000000 Penalty: 3310.562012
	Iteration 29Q: 3 clusters Score -8442273 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 67094 members 
Entering Unmasked Estep 
Score: -8442288.000000 Penalty: 3310.562012
	Iteration 30Q: 3 clusters Score -8442288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 67098 members 
Entering Unmasked Estep 
Score: -8442280.000000 Penalty: 3310.562012
	Iteration 31Q: 3 clusters Score -8442280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 67102 members 
Entering Unmasked Estep 
Score: -8442292.000000 Penalty: 3310.562012
	Iteration 32Q: 3 clusters Score -8442292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 67106 members 
Entering Unmasked Estep 
Score: -8442297.000000 Penalty: 3310.562012
	Iteration 33Q: 3 clusters Score -8442297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 67106 members 
Entering Unmasked Estep 
Score: -8442300.000000 Penalty: 3310.562012
	Iteration 34Q: 3 clusters Score -8442300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 67107 members 
Entering Unmasked Estep 
Score: -8442310.000000 Penalty: 3310.562012
	Iteration 35Q: 3 clusters Score -8442310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 67110 members 
Entering Unmasked Estep 
Score: -8442309.000000 Penalty: 3310.562012
	Iteration 36Q: 3 clusters Score -8442309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 67111 members 
Entering Unmasked Estep 
Score: -8442305.000000 Penalty: 3310.562012
	Iteration 37Q: 3 clusters Score -8442305 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 67111 members 
Entering Unmasked Estep 
Score: -8442305.000000 Penalty: 3310.562012
	Iteration 38F: 3 clusters Score -8442305 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (50126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50126 members 
Entering Unmasked Estep 
Score: -6136185.000000 Penalty: 1610.357544
	Iteration 0F: 2 clusters Score -6136185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24877 members 
Mstep: Class 2 contains 25249 members 
Entering Unmasked Estep 
Score: -6103722.500000 Penalty: 3220.715088
	Iteration 0F: 3 clusters Score -6103722 nChanged 23270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23345 members 
Mstep: Class 2 contains 26781 members 
Entering Unmasked Estep 
Score: -6116943.500000 Penalty: 3220.715088
	Iteration 1F: 3 clusters Score -6116944 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22415 members 
Mstep: Class 2 contains 27711 members 
Entering Unmasked Estep 
Score: -6117702.500000 Penalty: 3220.715088
	Iteration 2Q: 3 clusters Score -6117702 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 29062 members 
Entering Unmasked Estep 
Score: -6118661.500000 Penalty: 3220.715088
	Iteration 3Q: 3 clusters Score -6118662 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 30935 members 
Entering Unmasked Estep 
Score: -6119875.000000 Penalty: 3220.715088
	Iteration 4F: 3 clusters Score -6119875 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 33380 members 
Entering Unmasked Estep 
Score: -6121484.500000 Penalty: 3220.715088
	Iteration 5F: 3 clusters Score -6121484 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 36418 members 
Entering Unmasked Estep 
Score: -6123804.000000 Penalty: 3220.715088
	Iteration 6F: 3 clusters Score -6123804 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 39884 members 
Entering Unmasked Estep 
Score: -6126744.000000 Penalty: 3220.715088
	Iteration 7F: 3 clusters Score -6126744 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 43097 members 
Entering Unmasked Estep 
Score: -6129698.500000 Penalty: 3220.715088
	Iteration 8F: 3 clusters Score -6129698 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 45466 members 
Entering Unmasked Estep 
Score: -6131877.000000 Penalty: 3220.715088
	Iteration 9Q: 3 clusters Score -6131877 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 46896 members 
Entering Unmasked Estep 
Score: -6133096.000000 Penalty: 3220.715088
	Iteration 10Q: 3 clusters Score -6133096 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 47722 members 
Entering Unmasked Estep 
Score: -6133815.500000 Penalty: 3220.715088
	Iteration 11Q: 3 clusters Score -6133816 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 48205 members 
Entering Unmasked Estep 
Score: -6134198.000000 Penalty: 3220.715088
	Iteration 12Q: 3 clusters Score -6134198 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 48507 members 
Entering Unmasked Estep 
Score: -6134426.500000 Penalty: 3220.715088
	Iteration 13Q: 3 clusters Score -6134426 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 48718 members 
Entering Unmasked Estep 
Score: -6134594.500000 Penalty: 3220.715088
	Iteration 14Q: 3 clusters Score -6134594 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 48861 members 
Entering Unmasked Estep 
Score: -6134711.500000 Penalty: 3220.715088
	Iteration 15Q: 3 clusters Score -6134712 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 48970 members 
Entering Unmasked Estep 
Score: -6134805.000000 Penalty: 3220.715088
	Iteration 16Q: 3 clusters Score -6134805 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 49042 members 
Entering Unmasked Estep 
Score: -6134847.000000 Penalty: 3220.715088
	Iteration 17Q: 3 clusters Score -6134847 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 49105 members 
Entering Unmasked Estep 
Score: -6134903.000000 Penalty: 3220.715088
	Iteration 18Q: 3 clusters Score -6134903 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 49155 members 
Entering Unmasked Estep 
Score: -6134939.500000 Penalty: 3220.715088
	Iteration 19Q: 3 clusters Score -6134940 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 49191 members 
Entering Unmasked Estep 
Score: -6134976.000000 Penalty: 3220.715088
	Iteration 20F: 3 clusters Score -6134976 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 49219 members 
Entering Unmasked Estep 
Score: -6134979.500000 Penalty: 3220.715088
	Iteration 21Q: 3 clusters Score -6134980 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 49238 members 
Entering Unmasked Estep 
Score: -6134995.500000 Penalty: 3220.715088
	Iteration 22Q: 3 clusters Score -6134996 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 49250 members 
Entering Unmasked Estep 
Score: -6135001.000000 Penalty: 3220.715088
	Iteration 23Q: 3 clusters Score -6135001 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 49262 members 
Entering Unmasked Estep 
Score: -6135009.000000 Penalty: 3220.715088
	Iteration 24Q: 3 clusters Score -6135009 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 49272 members 
Entering Unmasked Estep 
Score: -6135016.500000 Penalty: 3220.715088
	Iteration 25Q: 3 clusters Score -6135016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 49277 members 
Entering Unmasked Estep 
Score: -6135018.500000 Penalty: 3220.715088
	Iteration 26Q: 3 clusters Score -6135018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 49285 members 
Entering Unmasked Estep 
Score: -6135016.500000 Penalty: 3220.715088
	Iteration 27Q: 3 clusters Score -6135016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 49291 members 
Entering Unmasked Estep 
Score: -6135011.500000 Penalty: 3220.715088
	Iteration 28Q: 3 clusters Score -6135012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 49295 members 
Entering Unmasked Estep 
Score: -6135015.000000 Penalty: 3220.715088
	Iteration 29Q: 3 clusters Score -6135015 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 49298 members 
Entering Unmasked Estep 
Score: -6135016.500000 Penalty: 3220.715088
	Iteration 30Q: 3 clusters Score -6135016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 49302 members 
Entering Unmasked Estep 
Score: -6135024.500000 Penalty: 3220.715088
	Iteration 31Q: 3 clusters Score -6135024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 49303 members 
Entering Unmasked Estep 
Score: -6135022.000000 Penalty: 3220.715088
	Iteration 32Q: 3 clusters Score -6135022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 49304 members 
Entering Unmasked Estep 
Score: -6135020.000000 Penalty: 3220.715088
	Iteration 33Q: 3 clusters Score -6135020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 49304 members 
Entering Unmasked Estep 
Score: -6135020.000000 Penalty: 3220.715088
	Iteration 34F: 3 clusters Score -6135020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Entering Unmasked Estep 
Score: -884357.875000 Penalty: 1316.594116
	Iteration 0F: 2 clusters Score -884357.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -879497.375000 Penalty: 2633.188232
	Iteration 0F: 3 clusters Score -879497.4 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -880961.875000 Penalty: 2633.188232
	Iteration 1F: 3 clusters Score -880961.9 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -881214.875000 Penalty: 2633.188232
	Iteration 2F: 3 clusters Score -881214.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -881386.687500 Penalty: 2633.188232
	Iteration 3F: 3 clusters Score -881386.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -881483.250000 Penalty: 2633.188232
	Iteration 4Q: 3 clusters Score -881483.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -881558.687500 Penalty: 2633.188232
	Iteration 5Q: 3 clusters Score -881558.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -881620.187500 Penalty: 2633.188232
	Iteration 6Q: 3 clusters Score -881620.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -881667.062500 Penalty: 2633.188232
	Iteration 7Q: 3 clusters Score -881667.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -881700.562500 Penalty: 2633.188232
	Iteration 8Q: 3 clusters Score -881700.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -881729.687500 Penalty: 2633.188232
	Iteration 9Q: 3 clusters Score -881729.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -881749.625000 Penalty: 2633.188232
	Iteration 10Q: 3 clusters Score -881749.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -881766.125000 Penalty: 2633.188232
	Iteration 11Q: 3 clusters Score -881766.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -881778.750000 Penalty: 2633.188232
	Iteration 12Q: 3 clusters Score -881778.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -881790.250000 Penalty: 2633.188232
	Iteration 13Q: 3 clusters Score -881790.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -881802.437500 Penalty: 2633.188232
	Iteration 14Q: 3 clusters Score -881802.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -881814.750000 Penalty: 2633.188232
	Iteration 15Q: 3 clusters Score -881814.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -881822.437500 Penalty: 2633.188232
	Iteration 16Q: 3 clusters Score -881822.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -881834.875000 Penalty: 2633.188232
	Iteration 17Q: 3 clusters Score -881834.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -881844.187500 Penalty: 2633.188232
	Iteration 18Q: 3 clusters Score -881844.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -881857.125000 Penalty: 2633.188232
	Iteration 19Q: 3 clusters Score -881857.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -881872.437500 Penalty: 2633.188232
	Iteration 20F: 3 clusters Score -881872.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -881887.875000 Penalty: 2633.188232
	Iteration 21Q: 3 clusters Score -881887.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -881900.125000 Penalty: 2633.188232
	Iteration 22Q: 3 clusters Score -881900.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -881916.812500 Penalty: 2633.188232
	Iteration 23Q: 3 clusters Score -881916.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -881932.250000 Penalty: 2633.188232
	Iteration 24Q: 3 clusters Score -881932.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -881952.000000 Penalty: 2633.188232
	Iteration 25Q: 3 clusters Score -881952 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -881975.750000 Penalty: 2633.188232
	Iteration 26Q: 3 clusters Score -881975.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -882004.625000 Penalty: 2633.188232
	Iteration 27Q: 3 clusters Score -882004.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -882042.687500 Penalty: 2633.188232
	Iteration 28Q: 3 clusters Score -882042.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -882082.750000 Penalty: 2633.188232
	Iteration 29Q: 3 clusters Score -882082.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -882136.187500 Penalty: 2633.188232
	Iteration 30Q: 3 clusters Score -882136.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -882205.062500 Penalty: 2633.188232
	Iteration 31Q: 3 clusters Score -882205.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -882280.625000 Penalty: 2633.188232
	Iteration 32Q: 3 clusters Score -882280.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -882366.875000 Penalty: 2633.188232
	Iteration 33Q: 3 clusters Score -882366.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -882459.187500 Penalty: 2633.188232
	Iteration 34Q: 3 clusters Score -882459.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -882548.875000 Penalty: 2633.188232
	Iteration 35Q: 3 clusters Score -882548.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -882651.750000 Penalty: 2633.188232
	Iteration 36Q: 3 clusters Score -882651.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -882740.500000 Penalty: 2633.188232
	Iteration 37Q: 3 clusters Score -882740.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -882834.625000 Penalty: 2633.188232
	Iteration 38Q: 3 clusters Score -882834.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -882929.687500 Penalty: 2633.188232
	Iteration 39Q: 3 clusters Score -882929.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -883000.937500 Penalty: 2633.188232
	Iteration 40F: 3 clusters Score -883000.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -883074.625000 Penalty: 2633.188232
	Iteration 41Q: 3 clusters Score -883074.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -883137.750000 Penalty: 2633.188232
	Iteration 42Q: 3 clusters Score -883137.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -883182.187500 Penalty: 2633.188232
	Iteration 43Q: 3 clusters Score -883182.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -883225.875000 Penalty: 2633.188232
	Iteration 44Q: 3 clusters Score -883225.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -883252.687500 Penalty: 2633.188232
	Iteration 45Q: 3 clusters Score -883252.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -883268.187500 Penalty: 2633.188232
	Iteration 46Q: 3 clusters Score -883268.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -883286.437500 Penalty: 2633.188232
	Iteration 47Q: 3 clusters Score -883286.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -883301.125000 Penalty: 2633.188232
	Iteration 48Q: 3 clusters Score -883301.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -883313.187500 Penalty: 2633.188232
	Iteration 49Q: 3 clusters Score -883313.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -883321.625000 Penalty: 2633.188232
	Iteration 50Q: 3 clusters Score -883321.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -883329.375000 Penalty: 2633.188232
	Iteration 51Q: 3 clusters Score -883329.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -883330.312500 Penalty: 2633.188232
	Iteration 52Q: 3 clusters Score -883330.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -883333.937500 Penalty: 2633.188232
	Iteration 53Q: 3 clusters Score -883333.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -883335.437500 Penalty: 2633.188232
	Iteration 54Q: 3 clusters Score -883335.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -883338.312500 Penalty: 2633.188232
	Iteration 55Q: 3 clusters Score -883338.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -883340.000000 Penalty: 2633.188232
	Iteration 56Q: 3 clusters Score -883340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -883339.937500 Penalty: 2633.188232
	Iteration 57Q: 3 clusters Score -883339.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -883339.937500 Penalty: 2633.188232
	Iteration 58F: 3 clusters Score -883339.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Entering Unmasked Estep 
Score: -620963.000000 Penalty: 1272.390991
	Iteration 0F: 2 clusters Score -620963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -617165.125000 Penalty: 2544.781982
	Iteration 0F: 3 clusters Score -617165.1 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -618296.625000 Penalty: 2544.781982
	Iteration 1F: 3 clusters Score -618296.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -618499.500000 Penalty: 2544.781982
	Iteration 2F: 3 clusters Score -618499.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -618638.750000 Penalty: 2544.781982
	Iteration 3Q: 3 clusters Score -618638.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -618734.875000 Penalty: 2544.781982
	Iteration 4Q: 3 clusters Score -618734.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -618801.250000 Penalty: 2544.781982
	Iteration 5Q: 3 clusters Score -618801.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -618871.562500 Penalty: 2544.781982
	Iteration 6Q: 3 clusters Score -618871.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -618930.312500 Penalty: 2544.781982
	Iteration 7Q: 3 clusters Score -618930.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -618984.187500 Penalty: 2544.781982
	Iteration 8Q: 3 clusters Score -618984.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -619035.187500 Penalty: 2544.781982
	Iteration 9Q: 3 clusters Score -619035.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -619080.437500 Penalty: 2544.781982
	Iteration 10Q: 3 clusters Score -619080.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -619123.312500 Penalty: 2544.781982
	Iteration 11Q: 3 clusters Score -619123.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -619166.437500 Penalty: 2544.781982
	Iteration 12Q: 3 clusters Score -619166.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -619206.562500 Penalty: 2544.781982
	Iteration 13Q: 3 clusters Score -619206.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -619250.125000 Penalty: 2544.781982
	Iteration 14Q: 3 clusters Score -619250.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -619304.187500 Penalty: 2544.781982
	Iteration 15Q: 3 clusters Score -619304.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -619355.375000 Penalty: 2544.781982
	Iteration 16Q: 3 clusters Score -619355.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -619405.312500 Penalty: 2544.781982
	Iteration 17Q: 3 clusters Score -619405.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -619464.750000 Penalty: 2544.781982
	Iteration 18Q: 3 clusters Score -619464.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -619538.187500 Penalty: 2544.781982
	Iteration 19Q: 3 clusters Score -619538.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -619621.812500 Penalty: 2544.781982
	Iteration 20F: 3 clusters Score -619621.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -619716.312500 Penalty: 2544.781982
	Iteration 21Q: 3 clusters Score -619716.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -619821.750000 Penalty: 2544.781982
	Iteration 22Q: 3 clusters Score -619821.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -619920.375000 Penalty: 2544.781982
	Iteration 23Q: 3 clusters Score -619920.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -620013.375000 Penalty: 2544.781982
	Iteration 24Q: 3 clusters Score -620013.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -620124.375000 Penalty: 2544.781982
	Iteration 25Q: 3 clusters Score -620124.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -620230.875000 Penalty: 2544.781982
	Iteration 26Q: 3 clusters Score -620230.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -620311.500000 Penalty: 2544.781982
	Iteration 27Q: 3 clusters Score -620311.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -620369.250000 Penalty: 2544.781982
	Iteration 28Q: 3 clusters Score -620369.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -620399.187500 Penalty: 2544.781982
	Iteration 29Q: 3 clusters Score -620399.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -620421.937500 Penalty: 2544.781982
	Iteration 30Q: 3 clusters Score -620421.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -620442.812500 Penalty: 2544.781982
	Iteration 31Q: 3 clusters Score -620442.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -620458.375000 Penalty: 2544.781982
	Iteration 32Q: 3 clusters Score -620458.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -620467.500000 Penalty: 2544.781982
	Iteration 33Q: 3 clusters Score -620467.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -620475.562500 Penalty: 2544.781982
	Iteration 34Q: 3 clusters Score -620475.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -620483.937500 Penalty: 2544.781982
	Iteration 35Q: 3 clusters Score -620483.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -620486.812500 Penalty: 2544.781982
	Iteration 36Q: 3 clusters Score -620486.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -620487.000000 Penalty: 2544.781982
	Iteration 37Q: 3 clusters Score -620487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -620488.812500 Penalty: 2544.781982
	Iteration 38Q: 3 clusters Score -620488.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -620488.375000 Penalty: 2544.781982
	Iteration 39Q: 3 clusters Score -620488.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -620488.375000 Penalty: 2544.781982
	Iteration 40F: 3 clusters Score -620488.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Entering Unmasked Estep 
Score: -965026.375000 Penalty: 1337.573608
	Iteration 0F: 2 clusters Score -965026.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -959486.500000 Penalty: 2675.147217
	Iteration 0F: 3 clusters Score -959486.5 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -961253.562500 Penalty: 2675.147217
	Iteration 1F: 3 clusters Score -961253.6 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -961551.687500 Penalty: 2675.147217
	Iteration 2F: 3 clusters Score -961551.7 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -961736.312500 Penalty: 2675.147217
	Iteration 3F: 3 clusters Score -961736.3 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -961886.562500 Penalty: 2675.147217
	Iteration 4Q: 3 clusters Score -961886.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -962018.437500 Penalty: 2675.147217
	Iteration 5Q: 3 clusters Score -962018.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -962135.687500 Penalty: 2675.147217
	Iteration 6Q: 3 clusters Score -962135.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -962236.625000 Penalty: 2675.147217
	Iteration 7Q: 3 clusters Score -962236.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -962342.062500 Penalty: 2675.147217
	Iteration 8Q: 3 clusters Score -962342.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -962458.062500 Penalty: 2675.147217
	Iteration 9Q: 3 clusters Score -962458.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -962585.625000 Penalty: 2675.147217
	Iteration 10Q: 3 clusters Score -962585.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -962743.687500 Penalty: 2675.147217
	Iteration 11Q: 3 clusters Score -962743.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -962913.687500 Penalty: 2675.147217
	Iteration 12Q: 3 clusters Score -962913.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -963119.500000 Penalty: 2675.147217
	Iteration 13Q: 3 clusters Score -963119.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -963364.875000 Penalty: 2675.147217
	Iteration 14Q: 3 clusters Score -963364.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -963578.250000 Penalty: 2675.147217
	Iteration 15Q: 3 clusters Score -963578.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -963796.875000 Penalty: 2675.147217
	Iteration 16Q: 3 clusters Score -963796.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -964000.812500 Penalty: 2675.147217
	Iteration 17Q: 3 clusters Score -964000.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -964180.937500 Penalty: 2675.147217
	Iteration 18Q: 3 clusters Score -964180.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -964298.187500 Penalty: 2675.147217
	Iteration 19Q: 3 clusters Score -964298.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -964377.062500 Penalty: 2675.147217
	Iteration 20F: 3 clusters Score -964377.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -964415.812500 Penalty: 2675.147217
	Iteration 21Q: 3 clusters Score -964415.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -964446.000000 Penalty: 2675.147217
	Iteration 22Q: 3 clusters Score -964446 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -964470.312500 Penalty: 2675.147217
	Iteration 23Q: 3 clusters Score -964470.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -964488.937500 Penalty: 2675.147217
	Iteration 24Q: 3 clusters Score -964488.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -964502.812500 Penalty: 2675.147217
	Iteration 25Q: 3 clusters Score -964502.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -964510.125000 Penalty: 2675.147217
	Iteration 26Q: 3 clusters Score -964510.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -964517.437500 Penalty: 2675.147217
	Iteration 27Q: 3 clusters Score -964517.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -964522.500000 Penalty: 2675.147217
	Iteration 28Q: 3 clusters Score -964522.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -964524.062500 Penalty: 2675.147217
	Iteration 29Q: 3 clusters Score -964524.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -964524.375000 Penalty: 2675.147217
	Iteration 30Q: 3 clusters Score -964524.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -964525.937500 Penalty: 2675.147217
	Iteration 31Q: 3 clusters Score -964525.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -964527.312500 Penalty: 2675.147217
	Iteration 32Q: 3 clusters Score -964527.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -964526.875000 Penalty: 2675.147217
	Iteration 33Q: 3 clusters Score -964526.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -964532.125000 Penalty: 2675.147217
	Iteration 34Q: 3 clusters Score -964532.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -964532.125000 Penalty: 2675.147217
	Iteration 35Q: 3 clusters Score -964532.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -964532.687500 Penalty: 2675.147217
	Iteration 36Q: 3 clusters Score -964532.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -964533.437500 Penalty: 2675.147217
	Iteration 37Q: 3 clusters Score -964533.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -964534.375000 Penalty: 2675.147217
	Iteration 38Q: 3 clusters Score -964534.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -964535.187500 Penalty: 2675.147217
	Iteration 39Q: 3 clusters Score -964535.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -964535.562500 Penalty: 2675.147217
	Iteration 40F: 3 clusters Score -964535.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -964536.000000 Penalty: 2675.147217
	Iteration 41Q: 3 clusters Score -964536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -964536.000000 Penalty: 2675.147217
	Iteration 42F: 3 clusters Score -964536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (10466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Entering Unmasked Estep 
Score: -1251219.000000 Penalty: 1377.276001
	Iteration 0F: 2 clusters Score -1251219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1244101.375000 Penalty: 2754.552002
	Iteration 0F: 3 clusters Score -1244101 nChanged 4404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1246601.500000 Penalty: 2754.552002
	Iteration 1F: 3 clusters Score -1246602 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1246952.875000 Penalty: 2754.552002
	Iteration 2F: 3 clusters Score -1246953 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1247279.625000 Penalty: 2754.552002
	Iteration 3F: 3 clusters Score -1247280 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1247611.750000 Penalty: 2754.552002
	Iteration 4F: 3 clusters Score -1247612 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1248006.875000 Penalty: 2754.552002
	Iteration 5F: 3 clusters Score -1248007 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1248388.250000 Penalty: 2754.552002
	Iteration 6F: 3 clusters Score -1248388 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1248720.250000 Penalty: 2754.552002
	Iteration 7Q: 3 clusters Score -1248720 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1249015.750000 Penalty: 2754.552002
	Iteration 8Q: 3 clusters Score -1249016 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1249278.875000 Penalty: 2754.552002
	Iteration 9Q: 3 clusters Score -1249279 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1249484.125000 Penalty: 2754.552002
	Iteration 10Q: 3 clusters Score -1249484 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1249646.375000 Penalty: 2754.552002
	Iteration 11Q: 3 clusters Score -1249646 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1249818.750000 Penalty: 2754.552002
	Iteration 12Q: 3 clusters Score -1249819 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1249971.250000 Penalty: 2754.552002
	Iteration 13Q: 3 clusters Score -1249971 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1250089.125000 Penalty: 2754.552002
	Iteration 14Q: 3 clusters Score -1250089 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1250191.125000 Penalty: 2754.552002
	Iteration 15Q: 3 clusters Score -1250191 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1250299.125000 Penalty: 2754.552002
	Iteration 16Q: 3 clusters Score -1250299 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1250389.750000 Penalty: 2754.552002
	Iteration 17Q: 3 clusters Score -1250390 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1250464.500000 Penalty: 2754.552002
	Iteration 18Q: 3 clusters Score -1250464 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1250519.000000 Penalty: 2754.552002
	Iteration 19Q: 3 clusters Score -1250519 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1250558.000000 Penalty: 2754.552002
	Iteration 20F: 3 clusters Score -1250558 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1250582.375000 Penalty: 2754.552002
	Iteration 21Q: 3 clusters Score -1250582 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1250604.500000 Penalty: 2754.552002
	Iteration 22Q: 3 clusters Score -1250604 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1250625.750000 Penalty: 2754.552002
	Iteration 23Q: 3 clusters Score -1250626 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1250639.875000 Penalty: 2754.552002
	Iteration 24Q: 3 clusters Score -1250640 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1250658.125000 Penalty: 2754.552002
	Iteration 25Q: 3 clusters Score -1250658 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1250672.625000 Penalty: 2754.552002
	Iteration 26Q: 3 clusters Score -1250673 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1250684.375000 Penalty: 2754.552002
	Iteration 27Q: 3 clusters Score -1250684 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1250695.125000 Penalty: 2754.552002
	Iteration 28Q: 3 clusters Score -1250695 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1250692.750000 Penalty: 2754.552002
	Iteration 29Q: 3 clusters Score -1250693 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1250698.375000 Penalty: 2754.552002
	Iteration 30Q: 3 clusters Score -1250698 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1250702.125000 Penalty: 2754.552002
	Iteration 31Q: 3 clusters Score -1250702 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1250709.875000 Penalty: 2754.552002
	Iteration 32Q: 3 clusters Score -1250710 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1250714.750000 Penalty: 2754.552002
	Iteration 33Q: 3 clusters Score -1250715 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1250717.500000 Penalty: 2754.552002
	Iteration 34Q: 3 clusters Score -1250718 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1250722.500000 Penalty: 2754.552002
	Iteration 35Q: 3 clusters Score -1250722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1250722.750000 Penalty: 2754.552002
	Iteration 36Q: 3 clusters Score -1250723 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1250722.500000 Penalty: 2754.552002
	Iteration 37Q: 3 clusters Score -1250722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1250725.875000 Penalty: 2754.552002
	Iteration 38Q: 3 clusters Score -1250726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1250726.750000 Penalty: 2754.552002
	Iteration 39Q: 3 clusters Score -1250727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1250724.125000 Penalty: 2754.552002
	Iteration 40F: 3 clusters Score -1250724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1250726.125000 Penalty: 2754.552002
	Iteration 41Q: 3 clusters Score -1250726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1250724.375000 Penalty: 2754.552002
	Iteration 42Q: 3 clusters Score -1250724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1250724.750000 Penalty: 2754.552002
	Iteration 43Q: 3 clusters Score -1250725 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1250728.750000 Penalty: 2754.552002
	Iteration 44Q: 3 clusters Score -1250729 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1250728.875000 Penalty: 2754.552002
	Iteration 45Q: 3 clusters Score -1250729 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1250729.250000 Penalty: 2754.552002
	Iteration 46Q: 3 clusters Score -1250729 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1250732.500000 Penalty: 2754.552002
	Iteration 47Q: 3 clusters Score -1250732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1250732.000000 Penalty: 2754.552002
	Iteration 48Q: 3 clusters Score -1250732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1250733.625000 Penalty: 2754.552002
	Iteration 49Q: 3 clusters Score -1250734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1250734.625000 Penalty: 2754.552002
	Iteration 50Q: 3 clusters Score -1250735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1250735.000000 Penalty: 2754.552002
	Iteration 51Q: 3 clusters Score -1250735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1250736.125000 Penalty: 2754.552002
	Iteration 52Q: 3 clusters Score -1250736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1250737.750000 Penalty: 2754.552002
	Iteration 53Q: 3 clusters Score -1250738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1250738.375000 Penalty: 2754.552002
	Iteration 54Q: 3 clusters Score -1250738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1250741.500000 Penalty: 2754.552002
	Iteration 55Q: 3 clusters Score -1250742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1250743.500000 Penalty: 2754.552002
	Iteration 56Q: 3 clusters Score -1250744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1250742.000000 Penalty: 2754.552002
	Iteration 57Q: 3 clusters Score -1250742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1250744.375000 Penalty: 2754.552002
	Iteration 58Q: 3 clusters Score -1250744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1250742.750000 Penalty: 2754.552002
	Iteration 59Q: 3 clusters Score -1250743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1250743.875000 Penalty: 2754.552002
	Iteration 60F: 3 clusters Score -1250744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1250743.750000 Penalty: 2754.552002
	Iteration 61Q: 3 clusters Score -1250744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1250744.875000 Penalty: 2754.552002
	Iteration 62Q: 3 clusters Score -1250745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1250746.125000 Penalty: 2754.552002
	Iteration 63Q: 3 clusters Score -1250746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1250748.500000 Penalty: 2754.552002
	Iteration 64Q: 3 clusters Score -1250748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1250748.000000 Penalty: 2754.552002
	Iteration 65Q: 3 clusters Score -1250748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1250749.750000 Penalty: 2754.552002
	Iteration 66Q: 3 clusters Score -1250750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1250750.875000 Penalty: 2754.552002
	Iteration 67Q: 3 clusters Score -1250751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1250750.125000 Penalty: 2754.552002
	Iteration 68Q: 3 clusters Score -1250750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1250749.625000 Penalty: 2754.552002
	Iteration 69Q: 3 clusters Score -1250750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1250748.625000 Penalty: 2754.552002
	Iteration 70Q: 3 clusters Score -1250749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1250750.125000 Penalty: 2754.552002
	Iteration 71Q: 3 clusters Score -1250750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1250748.250000 Penalty: 2754.552002
	Iteration 72Q: 3 clusters Score -1250748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1250747.875000 Penalty: 2754.552002
	Iteration 73Q: 3 clusters Score -1250748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1250749.250000 Penalty: 2754.552002
	Iteration 74Q: 3 clusters Score -1250749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1250751.625000 Penalty: 2754.552002
	Iteration 75Q: 3 clusters Score -1250752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1250750.750000 Penalty: 2754.552002
	Iteration 76Q: 3 clusters Score -1250751 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1250750.750000 Penalty: 2754.552002
	Iteration 77F: 3 clusters Score -1250751 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Entering Unmasked Estep 
Score: -1178759.125000 Penalty: 1359.508057
	Iteration 0F: 2 clusters Score -1178759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1172502.375000 Penalty: 2719.016113
	Iteration 0F: 3 clusters Score -1172502 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1174567.875000 Penalty: 2719.016113
	Iteration 1F: 3 clusters Score -1174568 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1174827.750000 Penalty: 2719.016113
	Iteration 2F: 3 clusters Score -1174828 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1174978.125000 Penalty: 2719.016113
	Iteration 3Q: 3 clusters Score -1174978 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1175085.000000 Penalty: 2719.016113
	Iteration 4Q: 3 clusters Score -1175085 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1175166.250000 Penalty: 2719.016113
	Iteration 5Q: 3 clusters Score -1175166 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1175239.250000 Penalty: 2719.016113
	Iteration 6Q: 3 clusters Score -1175239 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1175299.750000 Penalty: 2719.016113
	Iteration 7Q: 3 clusters Score -1175300 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1175360.000000 Penalty: 2719.016113
	Iteration 8Q: 3 clusters Score -1175360 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1175422.000000 Penalty: 2719.016113
	Iteration 9Q: 3 clusters Score -1175422 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1175471.000000 Penalty: 2719.016113
	Iteration 10Q: 3 clusters Score -1175471 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1175535.500000 Penalty: 2719.016113
	Iteration 11Q: 3 clusters Score -1175536 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1175605.750000 Penalty: 2719.016113
	Iteration 12Q: 3 clusters Score -1175606 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1175683.250000 Penalty: 2719.016113
	Iteration 13Q: 3 clusters Score -1175683 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1175767.750000 Penalty: 2719.016113
	Iteration 14Q: 3 clusters Score -1175768 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1175878.125000 Penalty: 2719.016113
	Iteration 15Q: 3 clusters Score -1175878 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1176004.125000 Penalty: 2719.016113
	Iteration 16Q: 3 clusters Score -1176004 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1176180.125000 Penalty: 2719.016113
	Iteration 17Q: 3 clusters Score -1176180 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1176385.625000 Penalty: 2719.016113
	Iteration 18Q: 3 clusters Score -1176386 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1176635.000000 Penalty: 2719.016113
	Iteration 19Q: 3 clusters Score -1176635 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1176884.000000 Penalty: 2719.016113
	Iteration 20F: 3 clusters Score -1176884 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1177095.000000 Penalty: 2719.016113
	Iteration 21Q: 3 clusters Score -1177095 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1177251.375000 Penalty: 2719.016113
	Iteration 22Q: 3 clusters Score -1177251 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1177374.500000 Penalty: 2719.016113
	Iteration 23Q: 3 clusters Score -1177374 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1177455.250000 Penalty: 2719.016113
	Iteration 24Q: 3 clusters Score -1177455 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1177506.750000 Penalty: 2719.016113
	Iteration 25Q: 3 clusters Score -1177507 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1177558.250000 Penalty: 2719.016113
	Iteration 26Q: 3 clusters Score -1177558 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1177591.625000 Penalty: 2719.016113
	Iteration 27Q: 3 clusters Score -1177592 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1177621.000000 Penalty: 2719.016113
	Iteration 28Q: 3 clusters Score -1177621 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1177634.375000 Penalty: 2719.016113
	Iteration 29Q: 3 clusters Score -1177634 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1177647.875000 Penalty: 2719.016113
	Iteration 30Q: 3 clusters Score -1177648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1177659.250000 Penalty: 2719.016113
	Iteration 31Q: 3 clusters Score -1177659 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1177665.625000 Penalty: 2719.016113
	Iteration 32Q: 3 clusters Score -1177666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1177673.750000 Penalty: 2719.016113
	Iteration 33Q: 3 clusters Score -1177674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1177679.750000 Penalty: 2719.016113
	Iteration 34Q: 3 clusters Score -1177680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1177689.000000 Penalty: 2719.016113
	Iteration 35Q: 3 clusters Score -1177689 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1177697.125000 Penalty: 2719.016113
	Iteration 36Q: 3 clusters Score -1177697 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1177705.375000 Penalty: 2719.016113
	Iteration 37Q: 3 clusters Score -1177705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1177708.250000 Penalty: 2719.016113
	Iteration 38Q: 3 clusters Score -1177708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1177709.375000 Penalty: 2719.016113
	Iteration 39Q: 3 clusters Score -1177709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1177709.375000 Penalty: 2719.016113
	Iteration 40F: 3 clusters Score -1177709 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Entering Unmasked Estep 
Score: -324501.531250 Penalty: 1181.346924
	Iteration 0F: 2 clusters Score -324501.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -322209.468750 Penalty: 2362.693848
	Iteration 0F: 3 clusters Score -322209.5 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -322886.250000 Penalty: 2362.693848
	Iteration 1F: 3 clusters Score -322886.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -323069.656250 Penalty: 2362.693848
	Iteration 2F: 3 clusters Score -323069.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -323196.468750 Penalty: 2362.693848
	Iteration 3F: 3 clusters Score -323196.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -323290.562500 Penalty: 2362.693848
	Iteration 4Q: 3 clusters Score -323290.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -323371.843750 Penalty: 2362.693848
	Iteration 5Q: 3 clusters Score -323371.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -323443.250000 Penalty: 2362.693848
	Iteration 6Q: 3 clusters Score -323443.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -323529.218750 Penalty: 2362.693848
	Iteration 7Q: 3 clusters Score -323529.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -323657.875000 Penalty: 2362.693848
	Iteration 8Q: 3 clusters Score -323657.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -323789.968750 Penalty: 2362.693848
	Iteration 9Q: 3 clusters Score -323790 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -323951.343750 Penalty: 2362.693848
	Iteration 10Q: 3 clusters Score -323951.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -324135.218750 Penalty: 2362.693848
	Iteration 11Q: 3 clusters Score -324135.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -324261.781250 Penalty: 2362.693848
	Iteration 12Q: 3 clusters Score -324261.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -324332.343750 Penalty: 2362.693848
	Iteration 13Q: 3 clusters Score -324332.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -324368.656250 Penalty: 2362.693848
	Iteration 14Q: 3 clusters Score -324368.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -324388.968750 Penalty: 2362.693848
	Iteration 15Q: 3 clusters Score -324389 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -324401.875000 Penalty: 2362.693848
	Iteration 16Q: 3 clusters Score -324401.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -324409.687500 Penalty: 2362.693848
	Iteration 17Q: 3 clusters Score -324409.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -324415.593750 Penalty: 2362.693848
	Iteration 18Q: 3 clusters Score -324415.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -324423.781250 Penalty: 2362.693848
	Iteration 19Q: 3 clusters Score -324423.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -324426.718750 Penalty: 2362.693848
	Iteration 20F: 3 clusters Score -324426.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -324429.093750 Penalty: 2362.693848
	Iteration 21Q: 3 clusters Score -324429.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -324430.281250 Penalty: 2362.693848
	Iteration 22Q: 3 clusters Score -324430.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -324432.093750 Penalty: 2362.693848
	Iteration 23Q: 3 clusters Score -324432.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -324433.343750 Penalty: 2362.693848
	Iteration 24Q: 3 clusters Score -324433.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -324435.093750 Penalty: 2362.693848
	Iteration 25Q: 3 clusters Score -324435.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -324436.468750 Penalty: 2362.693848
	Iteration 26Q: 3 clusters Score -324436.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -324439.500000 Penalty: 2362.693848
	Iteration 27Q: 3 clusters Score -324439.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -324441.687500 Penalty: 2362.693848
	Iteration 28Q: 3 clusters Score -324441.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -324443.625000 Penalty: 2362.693848
	Iteration 29Q: 3 clusters Score -324443.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -324446.875000 Penalty: 2362.693848
	Iteration 30Q: 3 clusters Score -324446.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -324448.093750 Penalty: 2362.693848
	Iteration 31Q: 3 clusters Score -324448.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -324449.968750 Penalty: 2362.693848
	Iteration 32Q: 3 clusters Score -324450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -324450.781250 Penalty: 2362.693848
	Iteration 33Q: 3 clusters Score -324450.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -324450.781250 Penalty: 2362.693848
	Iteration 34F: 3 clusters Score -324450.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Entering Unmasked Estep 
Score: -1301836.125000 Penalty: 1381.936646
	Iteration 0F: 2 clusters Score -1301836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1294651.250000 Penalty: 2763.873291
	Iteration 0F: 3 clusters Score -1294651 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1297077.875000 Penalty: 2763.873291
	Iteration 1F: 3 clusters Score -1297078 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1297449.625000 Penalty: 2763.873291
	Iteration 2F: 3 clusters Score -1297450 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1297817.250000 Penalty: 2763.873291
	Iteration 3F: 3 clusters Score -1297817 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1298256.500000 Penalty: 2763.873291
	Iteration 4F: 3 clusters Score -1298256 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1298755.000000 Penalty: 2763.873291
	Iteration 5F: 3 clusters Score -1298755 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1299243.875000 Penalty: 2763.873291
	Iteration 6F: 3 clusters Score -1299244 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1299749.125000 Penalty: 2763.873291
	Iteration 7F: 3 clusters Score -1299749 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1300159.875000 Penalty: 2763.873291
	Iteration 8F: 3 clusters Score -1300160 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1300496.625000 Penalty: 2763.873291
	Iteration 9Q: 3 clusters Score -1300497 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1300807.125000 Penalty: 2763.873291
	Iteration 10Q: 3 clusters Score -1300807 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1301064.750000 Penalty: 2763.873291
	Iteration 11Q: 3 clusters Score -1301065 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1301253.125000 Penalty: 2763.873291
	Iteration 12Q: 3 clusters Score -1301253 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1301354.000000 Penalty: 2763.873291
	Iteration 13Q: 3 clusters Score -1301354 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1301399.875000 Penalty: 2763.873291
	Iteration 14Q: 3 clusters Score -1301400 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1301436.875000 Penalty: 2763.873291
	Iteration 15Q: 3 clusters Score -1301437 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1301465.500000 Penalty: 2763.873291
	Iteration 16Q: 3 clusters Score -1301466 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1301494.875000 Penalty: 2763.873291
	Iteration 17Q: 3 clusters Score -1301495 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1301508.875000 Penalty: 2763.873291
	Iteration 18Q: 3 clusters Score -1301509 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1301525.500000 Penalty: 2763.873291
	Iteration 19Q: 3 clusters Score -1301526 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1301545.250000 Penalty: 2763.873291
	Iteration 20F: 3 clusters Score -1301545 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1301558.250000 Penalty: 2763.873291
	Iteration 21Q: 3 clusters Score -1301558 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1301571.500000 Penalty: 2763.873291
	Iteration 22Q: 3 clusters Score -1301572 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1301583.375000 Penalty: 2763.873291
	Iteration 23Q: 3 clusters Score -1301583 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1301592.000000 Penalty: 2763.873291
	Iteration 24Q: 3 clusters Score -1301592 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1301598.500000 Penalty: 2763.873291
	Iteration 25Q: 3 clusters Score -1301598 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1301608.125000 Penalty: 2763.873291
	Iteration 26Q: 3 clusters Score -1301608 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1301611.875000 Penalty: 2763.873291
	Iteration 27Q: 3 clusters Score -1301612 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1301623.750000 Penalty: 2763.873291
	Iteration 28Q: 3 clusters Score -1301624 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1301638.375000 Penalty: 2763.873291
	Iteration 29Q: 3 clusters Score -1301638 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1301649.375000 Penalty: 2763.873291
	Iteration 30Q: 3 clusters Score -1301649 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1301655.750000 Penalty: 2763.873291
	Iteration 31Q: 3 clusters Score -1301656 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1301662.250000 Penalty: 2763.873291
	Iteration 32Q: 3 clusters Score -1301662 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1301669.750000 Penalty: 2763.873291
	Iteration 33Q: 3 clusters Score -1301670 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1301669.625000 Penalty: 2763.873291
	Iteration 34Q: 3 clusters Score -1301670 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1301676.875000 Penalty: 2763.873291
	Iteration 35Q: 3 clusters Score -1301677 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1301685.125000 Penalty: 2763.873291
	Iteration 36Q: 3 clusters Score -1301685 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1301691.375000 Penalty: 2763.873291
	Iteration 37Q: 3 clusters Score -1301691 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1301700.625000 Penalty: 2763.873291
	Iteration 38Q: 3 clusters Score -1301701 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1301704.000000 Penalty: 2763.873291
	Iteration 39Q: 3 clusters Score -1301704 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1301714.500000 Penalty: 2763.873291
	Iteration 40F: 3 clusters Score -1301714 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1301716.500000 Penalty: 2763.873291
	Iteration 41Q: 3 clusters Score -1301716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1301719.125000 Penalty: 2763.873291
	Iteration 42Q: 3 clusters Score -1301719 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1301720.750000 Penalty: 2763.873291
	Iteration 43Q: 3 clusters Score -1301721 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1301724.250000 Penalty: 2763.873291
	Iteration 44Q: 3 clusters Score -1301724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1301723.625000 Penalty: 2763.873291
	Iteration 45Q: 3 clusters Score -1301724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1301728.375000 Penalty: 2763.873291
	Iteration 46Q: 3 clusters Score -1301728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1301724.875000 Penalty: 2763.873291
	Iteration 47Q: 3 clusters Score -1301725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1301725.750000 Penalty: 2763.873291
	Iteration 48Q: 3 clusters Score -1301726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1301726.750000 Penalty: 2763.873291
	Iteration 49Q: 3 clusters Score -1301727 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1301731.500000 Penalty: 2763.873291
	Iteration 50Q: 3 clusters Score -1301732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1301735.125000 Penalty: 2763.873291
	Iteration 51Q: 3 clusters Score -1301735 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1301733.250000 Penalty: 2763.873291
	Iteration 52Q: 3 clusters Score -1301733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1301735.875000 Penalty: 2763.873291
	Iteration 53Q: 3 clusters Score -1301736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1301737.250000 Penalty: 2763.873291
	Iteration 54Q: 3 clusters Score -1301737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1301742.000000 Penalty: 2763.873291
	Iteration 55Q: 3 clusters Score -1301742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1301742.000000 Penalty: 2763.873291
	Iteration 56Q: 3 clusters Score -1301742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1301743.375000 Penalty: 2763.873291
	Iteration 57Q: 3 clusters Score -1301743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1301742.625000 Penalty: 2763.873291
	Iteration 58Q: 3 clusters Score -1301743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1301742.625000 Penalty: 2763.873291
	Iteration 59Q: 3 clusters Score -1301743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1301744.875000 Penalty: 2763.873291
	Iteration 60F: 3 clusters Score -1301745 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Entering Unmasked Estep 
Score: -117162.023438 Penalty: 1034.138672
	Iteration 0F: 2 clusters Score -117162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -115866.757812 Penalty: 2068.277344
	Iteration 0F: 3 clusters Score -115866.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -116186.273438 Penalty: 2068.277344
	Iteration 1F: 3 clusters Score -116186.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -116302.203125 Penalty: 2068.277344
	Iteration 2F: 3 clusters Score -116302.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -116376.953125 Penalty: 2068.277344
	Iteration 3Q: 3 clusters Score -116377 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -116446.453125 Penalty: 2068.277344
	Iteration 4Q: 3 clusters Score -116446.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -116476.710938 Penalty: 2068.277344
	Iteration 5Q: 3 clusters Score -116476.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -116502.000000 Penalty: 2068.277344
	Iteration 6Q: 3 clusters Score -116502 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -116536.921875 Penalty: 2068.277344
	Iteration 7Q: 3 clusters Score -116536.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -116583.765625 Penalty: 2068.277344
	Iteration 8Q: 3 clusters Score -116583.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -116626.601562 Penalty: 2068.277344
	Iteration 9Q: 3 clusters Score -116626.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -116667.890625 Penalty: 2068.277344
	Iteration 10Q: 3 clusters Score -116667.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -116710.250000 Penalty: 2068.277344
	Iteration 11Q: 3 clusters Score -116710.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -116758.570312 Penalty: 2068.277344
	Iteration 12Q: 3 clusters Score -116758.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -116807.875000 Penalty: 2068.277344
	Iteration 13Q: 3 clusters Score -116807.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -116854.164062 Penalty: 2068.277344
	Iteration 14Q: 3 clusters Score -116854.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -116893.953125 Penalty: 2068.277344
	Iteration 15Q: 3 clusters Score -116894 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -116932.085938 Penalty: 2068.277344
	Iteration 16Q: 3 clusters Score -116932.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -116951.500000 Penalty: 2068.277344
	Iteration 17Q: 3 clusters Score -116951.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -116968.632812 Penalty: 2068.277344
	Iteration 18Q: 3 clusters Score -116968.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -116982.296875 Penalty: 2068.277344
	Iteration 19Q: 3 clusters Score -116982.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -116991.273438 Penalty: 2068.277344
	Iteration 20F: 3 clusters Score -116991.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -116994.304688 Penalty: 2068.277344
	Iteration 21Q: 3 clusters Score -116994.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -117000.382812 Penalty: 2068.277344
	Iteration 22Q: 3 clusters Score -117000.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -117004.507812 Penalty: 2068.277344
	Iteration 23Q: 3 clusters Score -117004.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -117005.539062 Penalty: 2068.277344
	Iteration 24Q: 3 clusters Score -117005.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -117006.914062 Penalty: 2068.277344
	Iteration 25Q: 3 clusters Score -117006.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -117006.914062 Penalty: 2068.277344
	Iteration 26F: 3 clusters Score -117006.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Entering Unmasked Estep 
Score: -1456817.000000 Penalty: 1391.126953
	Iteration 0F: 2 clusters Score -1456817 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1449019.625000 Penalty: 2782.253906
	Iteration 0F: 3 clusters Score -1449020 nChanged 4870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1451549.625000 Penalty: 2782.253906
	Iteration 1F: 3 clusters Score -1451550 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1451861.125000 Penalty: 2782.253906
	Iteration 2F: 3 clusters Score -1451861 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1452088.125000 Penalty: 2782.253906
	Iteration 3Q: 3 clusters Score -1452088 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1452262.375000 Penalty: 2782.253906
	Iteration 4Q: 3 clusters Score -1452262 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1452410.875000 Penalty: 2782.253906
	Iteration 5Q: 3 clusters Score -1452411 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1452542.875000 Penalty: 2782.253906
	Iteration 6Q: 3 clusters Score -1452543 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1452673.125000 Penalty: 2782.253906
	Iteration 7Q: 3 clusters Score -1452673 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1452805.500000 Penalty: 2782.253906
	Iteration 8Q: 3 clusters Score -1452806 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1452937.000000 Penalty: 2782.253906
	Iteration 9Q: 3 clusters Score -1452937 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1453082.875000 Penalty: 2782.253906
	Iteration 10Q: 3 clusters Score -1453083 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1453284.875000 Penalty: 2782.253906
	Iteration 11Q: 3 clusters Score -1453285 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1453508.375000 Penalty: 2782.253906
	Iteration 12Q: 3 clusters Score -1453508 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1453740.875000 Penalty: 2782.253906
	Iteration 13Q: 3 clusters Score -1453741 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1454023.375000 Penalty: 2782.253906
	Iteration 14Q: 3 clusters Score -1454023 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1454338.625000 Penalty: 2782.253906
	Iteration 15Q: 3 clusters Score -1454339 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1454664.375000 Penalty: 2782.253906
	Iteration 16Q: 3 clusters Score -1454664 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1454903.000000 Penalty: 2782.253906
	Iteration 17Q: 3 clusters Score -1454903 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1455103.875000 Penalty: 2782.253906
	Iteration 18Q: 3 clusters Score -1455104 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1455273.625000 Penalty: 2782.253906
	Iteration 19Q: 3 clusters Score -1455274 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1455379.750000 Penalty: 2782.253906
	Iteration 20F: 3 clusters Score -1455380 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1455454.000000 Penalty: 2782.253906
	Iteration 21Q: 3 clusters Score -1455454 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1455519.000000 Penalty: 2782.253906
	Iteration 22Q: 3 clusters Score -1455519 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1455569.000000 Penalty: 2782.253906
	Iteration 23Q: 3 clusters Score -1455569 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1455611.125000 Penalty: 2782.253906
	Iteration 24Q: 3 clusters Score -1455611 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1455630.000000 Penalty: 2782.253906
	Iteration 25Q: 3 clusters Score -1455630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1455635.125000 Penalty: 2782.253906
	Iteration 26Q: 3 clusters Score -1455635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1455643.500000 Penalty: 2782.253906
	Iteration 27Q: 3 clusters Score -1455644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1455646.500000 Penalty: 2782.253906
	Iteration 28Q: 3 clusters Score -1455646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1455649.375000 Penalty: 2782.253906
	Iteration 29Q: 3 clusters Score -1455649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1455650.250000 Penalty: 2782.253906
	Iteration 30Q: 3 clusters Score -1455650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1455650.750000 Penalty: 2782.253906
	Iteration 31Q: 3 clusters Score -1455651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1455654.750000 Penalty: 2782.253906
	Iteration 32Q: 3 clusters Score -1455655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1455659.125000 Penalty: 2782.253906
	Iteration 33Q: 3 clusters Score -1455659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1455660.250000 Penalty: 2782.253906
	Iteration 34Q: 3 clusters Score -1455660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1455660.250000 Penalty: 2782.253906
	Iteration 35Q: 3 clusters Score -1455660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1455662.875000 Penalty: 2782.253906
	Iteration 36Q: 3 clusters Score -1455663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1455665.250000 Penalty: 2782.253906
	Iteration 37Q: 3 clusters Score -1455665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1455667.875000 Penalty: 2782.253906
	Iteration 38Q: 3 clusters Score -1455668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1455669.750000 Penalty: 2782.253906
	Iteration 39Q: 3 clusters Score -1455670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1455675.875000 Penalty: 2782.253906
	Iteration 40F: 3 clusters Score -1455676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1455676.625000 Penalty: 2782.253906
	Iteration 41Q: 3 clusters Score -1455677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1455679.500000 Penalty: 2782.253906
	Iteration 42Q: 3 clusters Score -1455680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1455683.000000 Penalty: 2782.253906
	Iteration 43Q: 3 clusters Score -1455683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1455685.375000 Penalty: 2782.253906
	Iteration 44Q: 3 clusters Score -1455685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1455686.500000 Penalty: 2782.253906
	Iteration 45Q: 3 clusters Score -1455686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1455688.000000 Penalty: 2782.253906
	Iteration 46Q: 3 clusters Score -1455688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1455687.500000 Penalty: 2782.253906
	Iteration 47Q: 3 clusters Score -1455688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1455687.500000 Penalty: 2782.253906
	Iteration 48F: 3 clusters Score -1455688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Entering Unmasked Estep 
Score: -35620.945312 Penalty: 920.813660
	Iteration 0F: 2 clusters Score -35620.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -35028.949219 Penalty: 1841.627319
	Iteration 0F: 3 clusters Score -35028.95 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -35603.707031 Penalty: 1841.627319
	Iteration 1F: 3 clusters Score -35603.71 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -35957.621094 Penalty: 1841.627319
	Iteration 2F: 3 clusters Score -35957.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -36170.117188 Penalty: 1841.627319
	Iteration 3Q: 3 clusters Score -36170.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -36260.523438 Penalty: 1841.627319
	Iteration 4Q: 3 clusters Score -36260.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -36323.976562 Penalty: 1841.627319
	Iteration 5Q: 3 clusters Score -36323.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -36414.261719 Penalty: 1841.627319
	Iteration 6Q: 3 clusters Score -36414.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -36470.898438 Penalty: 1841.627319
	Iteration 7Q: 3 clusters Score -36470.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -36552.300781 Penalty: 1841.627319
	Iteration 8Q: 3 clusters Score -36552.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -36604.910156 Penalty: 1841.627319
	Iteration 9Q: 3 clusters Score -36604.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -36624.382812 Penalty: 1841.627319
	Iteration 10Q: 3 clusters Score -36624.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -36635.878906 Penalty: 1841.627319
	Iteration 11Q: 3 clusters Score -36635.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -36647.437500 Penalty: 1841.627319
	Iteration 12Q: 3 clusters Score -36647.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -36660.148438 Penalty: 1841.627319
	Iteration 13Q: 3 clusters Score -36660.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -36666.398438 Penalty: 1841.627319
	Iteration 14Q: 3 clusters Score -36666.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -36668.058594 Penalty: 1841.627319
	Iteration 15Q: 3 clusters Score -36668.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -36671.496094 Penalty: 1841.627319
	Iteration 16F: 3 clusters Score -36671.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -36715.097656 Penalty: 1841.627319
	Iteration 17Q: 3 clusters Score -36715.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -36717.492188 Penalty: 1841.627319
	Iteration 18Q: 3 clusters Score -36717.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -36717.492188 Penalty: 1841.627319
	Iteration 19F: 3 clusters Score -36717.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 75241 members 
Mstep: Class 2 contains 41417 members 
Mstep: Class 3 contains 4968 members 
Mstep: Class 4 contains 2766 members 
Mstep: Class 5 contains 67792 members 
Mstep: Class 6 contains 50126 members 
Mstep: Class 7 contains 6961 members 
Mstep: Class 8 contains 5172 members 
Mstep: Class 9 contains 8015 members 
Mstep: Class 10 contains 10466 members 
Mstep: Class 11 contains 9288 members 
Mstep: Class 12 contains 2805 members 
Mstep: Class 13 contains 10799 members 
Mstep: Class 14 contains 1043 members 
Mstep: Class 15 contains 11487 members 
Mstep: Class 16 contains 172 members 
Mstep: Class 17 contains 25162 members 
Mstep: Class 18 contains 24256 members 
Mstep: Class 19 contains 9191 members 
Mstep: Class 20 contains 35778 members 
Mstep: Class 21 contains 9020 members 
Mstep: Class 22 contains 6917 members 
Mstep: Class 23 contains 22208 members 
Mstep: Class 24 contains 6746 members 
Mstep: Class 25 contains 15811 members 
Mstep: Class 26 contains 1257 members 
Mstep: Class 27 contains 58839 members 
Mstep: Class 28 contains 4790 members 
Mstep: Class 29 contains 634 members 
Mstep: Class 30 contains 35012 members 
Mstep: Class 31 contains 21753 members 
Mstep: Class 32 contains 674 members 
Mstep: Class 33 contains 80023 members 
Mstep: Class 34 contains 315 members 
Entering Unmasked Estep 
Score: -80987600.000000 Penalty: 67845.960938
Splitting cluster 16 changes total score from -80986712.000000 to -80987600.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 17 (25162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25162 members 
Entering Unmasked Estep 
Score: -2945442.750000 Penalty: 1507.803833
	Iteration 0F: 2 clusters Score -2945443 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -2928972.000000 Penalty: 3015.607666
	Iteration 0F: 3 clusters Score -2928972 nChanged 11178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -2935035.250000 Penalty: 3015.607666
	Iteration 1F: 3 clusters Score -2935035 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -2935498.500000 Penalty: 3015.607666
	Iteration 2F: 3 clusters Score -2935498 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -2935873.750000 Penalty: 3015.607666
	Iteration 3Q: 3 clusters Score -2935874 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -2936213.000000 Penalty: 3015.607666
	Iteration 4Q: 3 clusters Score -2936213 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -2936601.000000 Penalty: 3015.607666
	Iteration 5Q: 3 clusters Score -2936601 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -2937099.250000 Penalty: 3015.607666
	Iteration 6Q: 3 clusters Score -2937099 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -2937750.500000 Penalty: 3015.607666
	Iteration 7Q: 3 clusters Score -2937750 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -2938681.000000 Penalty: 3015.607666
	Iteration 8F: 3 clusters Score -2938681 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -2939921.000000 Penalty: 3015.607666
	Iteration 9F: 3 clusters Score -2939921 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -2941282.750000 Penalty: 3015.607666
	Iteration 10F: 3 clusters Score -2941283 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23032 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -2942462.500000 Penalty: 3015.607666
	Iteration 11F: 3 clusters Score -2942462 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23903 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2943278.250000 Penalty: 3015.607666
	Iteration 12Q: 3 clusters Score -2943278 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2943704.750000 Penalty: 3015.607666
	Iteration 13Q: 3 clusters Score -2943705 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24611 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2943941.250000 Penalty: 3015.607666
	Iteration 14Q: 3 clusters Score -2943941 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24747 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2944099.250000 Penalty: 3015.607666
	Iteration 15Q: 3 clusters Score -2944099 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2944181.500000 Penalty: 3015.607666
	Iteration 16Q: 3 clusters Score -2944182 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24843 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2944231.000000 Penalty: 3015.607666
	Iteration 17Q: 3 clusters Score -2944231 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24856 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2944258.500000 Penalty: 3015.607666
	Iteration 18Q: 3 clusters Score -2944258 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24866 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2944275.750000 Penalty: 3015.607666
	Iteration 19Q: 3 clusters Score -2944276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24872 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2944283.750000 Penalty: 3015.607666
	Iteration 20F: 3 clusters Score -2944284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24873 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2944290.000000 Penalty: 3015.607666
	Iteration 21Q: 3 clusters Score -2944290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24871 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2944292.250000 Penalty: 3015.607666
	Iteration 22Q: 3 clusters Score -2944292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24871 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2944293.250000 Penalty: 3015.607666
	Iteration 23Q: 3 clusters Score -2944293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24871 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2944293.250000 Penalty: 3015.607666
	Iteration 24F: 3 clusters Score -2944293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (24256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24256 members 
Entering Unmasked Estep 
Score: -3027332.250000 Penalty: 1502.347168
	Iteration 0F: 2 clusters Score -3027332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -3011660.500000 Penalty: 3004.694336
	Iteration 0F: 3 clusters Score -3011660 nChanged 10734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -3017440.000000 Penalty: 3004.694336
	Iteration 1F: 3 clusters Score -3017440 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -3017861.750000 Penalty: 3004.694336
	Iteration 2F: 3 clusters Score -3017862 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -3018243.500000 Penalty: 3004.694336
	Iteration 3Q: 3 clusters Score -3018244 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -3018614.250000 Penalty: 3004.694336
	Iteration 4Q: 3 clusters Score -3018614 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -3018991.750000 Penalty: 3004.694336
	Iteration 5Q: 3 clusters Score -3018992 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -3019423.500000 Penalty: 3004.694336
	Iteration 6Q: 3 clusters Score -3019424 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -3019955.750000 Penalty: 3004.694336
	Iteration 7Q: 3 clusters Score -3019956 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -3020606.500000 Penalty: 3004.694336
	Iteration 8Q: 3 clusters Score -3020606 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -3021365.250000 Penalty: 3004.694336
	Iteration 9Q: 3 clusters Score -3021365 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -3022257.750000 Penalty: 3004.694336
	Iteration 10F: 3 clusters Score -3022258 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 20230 members 
Entering Unmasked Estep 
Score: -3023196.250000 Penalty: 3004.694336
	Iteration 11Q: 3 clusters Score -3023196 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -3024091.000000 Penalty: 3004.694336
	Iteration 12Q: 3 clusters Score -3024091 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -3024827.750000 Penalty: 3004.694336
	Iteration 13Q: 3 clusters Score -3024828 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 22561 members 
Entering Unmasked Estep 
Score: -3025319.250000 Penalty: 3004.694336
	Iteration 14Q: 3 clusters Score -3025319 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 22849 members 
Entering Unmasked Estep 
Score: -3025572.250000 Penalty: 3004.694336
	Iteration 15Q: 3 clusters Score -3025572 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 23027 members 
Entering Unmasked Estep 
Score: -3025715.750000 Penalty: 3004.694336
	Iteration 16Q: 3 clusters Score -3025716 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -3025798.000000 Penalty: 3004.694336
	Iteration 17Q: 3 clusters Score -3025798 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -3025866.000000 Penalty: 3004.694336
	Iteration 18Q: 3 clusters Score -3025866 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 23299 members 
Entering Unmasked Estep 
Score: -3025919.500000 Penalty: 3004.694336
	Iteration 19Q: 3 clusters Score -3025920 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 23354 members 
Entering Unmasked Estep 
Score: -3025974.750000 Penalty: 3004.694336
	Iteration 20F: 3 clusters Score -3025975 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 23393 members 
Entering Unmasked Estep 
Score: -3026012.250000 Penalty: 3004.694336
	Iteration 21Q: 3 clusters Score -3026012 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 23419 members 
Entering Unmasked Estep 
Score: -3026048.250000 Penalty: 3004.694336
	Iteration 22Q: 3 clusters Score -3026048 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 23452 members 
Entering Unmasked Estep 
Score: -3026070.250000 Penalty: 3004.694336
	Iteration 23Q: 3 clusters Score -3026070 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 23475 members 
Entering Unmasked Estep 
Score: -3026092.250000 Penalty: 3004.694336
	Iteration 24Q: 3 clusters Score -3026092 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -3026104.500000 Penalty: 3004.694336
	Iteration 25Q: 3 clusters Score -3026104 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 23494 members 
Entering Unmasked Estep 
Score: -3026105.000000 Penalty: 3004.694336
	Iteration 26Q: 3 clusters Score -3026105 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 23503 members 
Entering Unmasked Estep 
Score: -3026115.500000 Penalty: 3004.694336
	Iteration 27Q: 3 clusters Score -3026116 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -3026126.250000 Penalty: 3004.694336
	Iteration 28Q: 3 clusters Score -3026126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 23522 members 
Entering Unmasked Estep 
Score: -3026131.000000 Penalty: 3004.694336
	Iteration 29Q: 3 clusters Score -3026131 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 23532 members 
Entering Unmasked Estep 
Score: -3026142.000000 Penalty: 3004.694336
	Iteration 30Q: 3 clusters Score -3026142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 23538 members 
Entering Unmasked Estep 
Score: -3026148.750000 Penalty: 3004.694336
	Iteration 31Q: 3 clusters Score -3026149 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 23549 members 
Entering Unmasked Estep 
Score: -3026151.500000 Penalty: 3004.694336
	Iteration 32Q: 3 clusters Score -3026152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 23552 members 
Entering Unmasked Estep 
Score: -3026154.500000 Penalty: 3004.694336
	Iteration 33Q: 3 clusters Score -3026154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 23553 members 
Entering Unmasked Estep 
Score: -3026155.750000 Penalty: 3004.694336
	Iteration 34Q: 3 clusters Score -3026156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 23554 members 
Entering Unmasked Estep 
Score: -3026156.500000 Penalty: 3004.694336
	Iteration 35Q: 3 clusters Score -3026156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 23555 members 
Entering Unmasked Estep 
Score: -3026157.750000 Penalty: 3004.694336
	Iteration 36Q: 3 clusters Score -3026158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 23558 members 
Entering Unmasked Estep 
Score: -3026157.500000 Penalty: 3004.694336
	Iteration 37Q: 3 clusters Score -3026158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 23560 members 
Entering Unmasked Estep 
Score: -3026159.000000 Penalty: 3004.694336
	Iteration 38Q: 3 clusters Score -3026159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 23561 members 
Entering Unmasked Estep 
Score: -3026158.750000 Penalty: 3004.694336
	Iteration 39Q: 3 clusters Score -3026159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 23563 members 
Entering Unmasked Estep 
Score: -3026159.250000 Penalty: 3004.694336
	Iteration 40F: 3 clusters Score -3026159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 23567 members 
Entering Unmasked Estep 
Score: -3026162.500000 Penalty: 3004.694336
	Iteration 41Q: 3 clusters Score -3026162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -3026172.000000 Penalty: 3004.694336
	Iteration 42Q: 3 clusters Score -3026172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -3026172.750000 Penalty: 3004.694336
	Iteration 43Q: 3 clusters Score -3026173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -3026171.250000 Penalty: 3004.694336
	Iteration 44Q: 3 clusters Score -3026171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -3026172.750000 Penalty: 3004.694336
	Iteration 45Q: 3 clusters Score -3026173 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -3026172.750000 Penalty: 3004.694336
	Iteration 46F: 3 clusters Score -3026173 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Entering Unmasked Estep 
Score: -1109358.750000 Penalty: 1357.945923
	Iteration 0F: 2 clusters Score -1109359 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1103141.750000 Penalty: 2715.891846
	Iteration 0F: 3 clusters Score -1103142 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1105234.500000 Penalty: 2715.891846
	Iteration 1F: 3 clusters Score -1105234 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1105503.625000 Penalty: 2715.891846
	Iteration 2F: 3 clusters Score -1105504 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1105681.875000 Penalty: 2715.891846
	Iteration 3Q: 3 clusters Score -1105682 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1105800.250000 Penalty: 2715.891846
	Iteration 4Q: 3 clusters Score -1105800 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1105898.625000 Penalty: 2715.891846
	Iteration 5Q: 3 clusters Score -1105899 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1105966.250000 Penalty: 2715.891846
	Iteration 6Q: 3 clusters Score -1105966 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1106019.750000 Penalty: 2715.891846
	Iteration 7Q: 3 clusters Score -1106020 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1106063.625000 Penalty: 2715.891846
	Iteration 8Q: 3 clusters Score -1106064 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1106118.375000 Penalty: 2715.891846
	Iteration 9Q: 3 clusters Score -1106118 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1106168.250000 Penalty: 2715.891846
	Iteration 10Q: 3 clusters Score -1106168 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1106218.500000 Penalty: 2715.891846
	Iteration 11Q: 3 clusters Score -1106218 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1106268.000000 Penalty: 2715.891846
	Iteration 12Q: 3 clusters Score -1106268 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1106330.500000 Penalty: 2715.891846
	Iteration 13Q: 3 clusters Score -1106330 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1106400.500000 Penalty: 2715.891846
	Iteration 14Q: 3 clusters Score -1106400 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1106465.250000 Penalty: 2715.891846
	Iteration 15Q: 3 clusters Score -1106465 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1106534.000000 Penalty: 2715.891846
	Iteration 16Q: 3 clusters Score -1106534 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1106624.375000 Penalty: 2715.891846
	Iteration 17Q: 3 clusters Score -1106624 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1106705.000000 Penalty: 2715.891846
	Iteration 18Q: 3 clusters Score -1106705 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1106797.500000 Penalty: 2715.891846
	Iteration 19Q: 3 clusters Score -1106798 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1106904.375000 Penalty: 2715.891846
	Iteration 20F: 3 clusters Score -1106904 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1107016.500000 Penalty: 2715.891846
	Iteration 21Q: 3 clusters Score -1107016 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1107125.625000 Penalty: 2715.891846
	Iteration 22Q: 3 clusters Score -1107126 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1107215.125000 Penalty: 2715.891846
	Iteration 23Q: 3 clusters Score -1107215 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1107295.875000 Penalty: 2715.891846
	Iteration 24Q: 3 clusters Score -1107296 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1107355.375000 Penalty: 2715.891846
	Iteration 25Q: 3 clusters Score -1107355 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1107399.250000 Penalty: 2715.891846
	Iteration 26Q: 3 clusters Score -1107399 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1107437.750000 Penalty: 2715.891846
	Iteration 27Q: 3 clusters Score -1107438 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1107470.000000 Penalty: 2715.891846
	Iteration 28Q: 3 clusters Score -1107470 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1107494.125000 Penalty: 2715.891846
	Iteration 29Q: 3 clusters Score -1107494 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1107517.500000 Penalty: 2715.891846
	Iteration 30Q: 3 clusters Score -1107518 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1107537.125000 Penalty: 2715.891846
	Iteration 31Q: 3 clusters Score -1107537 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1107558.625000 Penalty: 2715.891846
	Iteration 32Q: 3 clusters Score -1107559 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1107573.250000 Penalty: 2715.891846
	Iteration 33Q: 3 clusters Score -1107573 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1107591.000000 Penalty: 2715.891846
	Iteration 34Q: 3 clusters Score -1107591 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1107605.625000 Penalty: 2715.891846
	Iteration 35Q: 3 clusters Score -1107606 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1107614.375000 Penalty: 2715.891846
	Iteration 36Q: 3 clusters Score -1107614 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1107621.500000 Penalty: 2715.891846
	Iteration 37Q: 3 clusters Score -1107622 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1107629.625000 Penalty: 2715.891846
	Iteration 38Q: 3 clusters Score -1107630 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1107632.500000 Penalty: 2715.891846
	Iteration 39Q: 3 clusters Score -1107632 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1107636.625000 Penalty: 2715.891846
	Iteration 40F: 3 clusters Score -1107637 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1107643.375000 Penalty: 2715.891846
	Iteration 41Q: 3 clusters Score -1107643 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1107645.625000 Penalty: 2715.891846
	Iteration 42Q: 3 clusters Score -1107646 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1107651.625000 Penalty: 2715.891846
	Iteration 43Q: 3 clusters Score -1107652 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1107663.875000 Penalty: 2715.891846
	Iteration 44Q: 3 clusters Score -1107664 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1107673.375000 Penalty: 2715.891846
	Iteration 45Q: 3 clusters Score -1107673 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1107683.250000 Penalty: 2715.891846
	Iteration 46Q: 3 clusters Score -1107683 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1107687.250000 Penalty: 2715.891846
	Iteration 47Q: 3 clusters Score -1107687 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1107696.625000 Penalty: 2715.891846
	Iteration 48Q: 3 clusters Score -1107697 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1107700.250000 Penalty: 2715.891846
	Iteration 49Q: 3 clusters Score -1107700 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1107705.750000 Penalty: 2715.891846
	Iteration 50Q: 3 clusters Score -1107706 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1107718.250000 Penalty: 2715.891846
	Iteration 51Q: 3 clusters Score -1107718 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1107726.500000 Penalty: 2715.891846
	Iteration 52Q: 3 clusters Score -1107726 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1107737.250000 Penalty: 2715.891846
	Iteration 53Q: 3 clusters Score -1107737 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1107745.625000 Penalty: 2715.891846
	Iteration 54Q: 3 clusters Score -1107746 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1107752.875000 Penalty: 2715.891846
	Iteration 55Q: 3 clusters Score -1107753 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1107756.250000 Penalty: 2715.891846
	Iteration 56Q: 3 clusters Score -1107756 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1107757.500000 Penalty: 2715.891846
	Iteration 57Q: 3 clusters Score -1107758 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1107763.500000 Penalty: 2715.891846
	Iteration 58Q: 3 clusters Score -1107764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1107765.125000 Penalty: 2715.891846
	Iteration 59Q: 3 clusters Score -1107765 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1107766.625000 Penalty: 2715.891846
	Iteration 60F: 3 clusters Score -1107767 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1107770.125000 Penalty: 2715.891846
	Iteration 61Q: 3 clusters Score -1107770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1107773.250000 Penalty: 2715.891846
	Iteration 62Q: 3 clusters Score -1107773 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1107777.125000 Penalty: 2715.891846
	Iteration 63Q: 3 clusters Score -1107777 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1107780.500000 Penalty: 2715.891846
	Iteration 64Q: 3 clusters Score -1107780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1107779.750000 Penalty: 2715.891846
	Iteration 65Q: 3 clusters Score -1107780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1107780.125000 Penalty: 2715.891846
	Iteration 66Q: 3 clusters Score -1107780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1107777.125000 Penalty: 2715.891846
	Iteration 67Q: 3 clusters Score -1107777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1107782.750000 Penalty: 2715.891846
	Iteration 68Q: 3 clusters Score -1107783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1107784.875000 Penalty: 2715.891846
	Iteration 69Q: 3 clusters Score -1107785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1107782.250000 Penalty: 2715.891846
	Iteration 70Q: 3 clusters Score -1107782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1107784.125000 Penalty: 2715.891846
	Iteration 71Q: 3 clusters Score -1107784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1107785.125000 Penalty: 2715.891846
	Iteration 72Q: 3 clusters Score -1107785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1107785.750000 Penalty: 2715.891846
	Iteration 73Q: 3 clusters Score -1107786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1107785.375000 Penalty: 2715.891846
	Iteration 74Q: 3 clusters Score -1107785 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1107787.000000 Penalty: 2715.891846
	Iteration 75Q: 3 clusters Score -1107787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1107786.500000 Penalty: 2715.891846
	Iteration 76Q: 3 clusters Score -1107786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1107789.000000 Penalty: 2715.891846
	Iteration 77Q: 3 clusters Score -1107789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1107789.625000 Penalty: 2715.891846
	Iteration 78Q: 3 clusters Score -1107790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1107791.500000 Penalty: 2715.891846
	Iteration 79Q: 3 clusters Score -1107792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1107791.500000 Penalty: 2715.891846
	Iteration 80F: 3 clusters Score -1107792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (35778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35778 members 
Entering Unmasked Estep 
Score: -4494584.500000 Penalty: 1560.181152
	Iteration 0F: 2 clusters Score -4494584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -4471308.500000 Penalty: 3120.362305
	Iteration 0F: 3 clusters Score -4471308 nChanged 16172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -4480286.000000 Penalty: 3120.362305
	Iteration 1F: 3 clusters Score -4480286 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -4480753.500000 Penalty: 3120.362305
	Iteration 2Q: 3 clusters Score -4480754 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 20021 members 
Entering Unmasked Estep 
Score: -4481209.500000 Penalty: 3120.362305
	Iteration 3Q: 3 clusters Score -4481210 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -4481749.000000 Penalty: 3120.362305
	Iteration 4Q: 3 clusters Score -4481749 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 22370 members 
Entering Unmasked Estep 
Score: -4482397.500000 Penalty: 3120.362305
	Iteration 5Q: 3 clusters Score -4482398 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 24070 members 
Entering Unmasked Estep 
Score: -4483320.500000 Penalty: 3120.362305
	Iteration 6F: 3 clusters Score -4483320 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 26217 members 
Entering Unmasked Estep 
Score: -4484732.500000 Penalty: 3120.362305
	Iteration 7F: 3 clusters Score -4484732 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 28821 members 
Entering Unmasked Estep 
Score: -4486808.000000 Penalty: 3120.362305
	Iteration 8F: 3 clusters Score -4486808 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 31452 members 
Entering Unmasked Estep 
Score: -4489136.500000 Penalty: 3120.362305
	Iteration 9F: 3 clusters Score -4489136 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 33496 members 
Entering Unmasked Estep 
Score: -4491141.000000 Penalty: 3120.362305
	Iteration 10F: 3 clusters Score -4491141 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 34756 members 
Entering Unmasked Estep 
Score: -4492346.000000 Penalty: 3120.362305
	Iteration 11Q: 3 clusters Score -4492346 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 35281 members 
Entering Unmasked Estep 
Score: -4492868.000000 Penalty: 3120.362305
	Iteration 12Q: 3 clusters Score -4492868 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 35465 members 
Entering Unmasked Estep 
Score: -4493086.000000 Penalty: 3120.362305
	Iteration 13Q: 3 clusters Score -4493086 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 35533 members 
Entering Unmasked Estep 
Score: -4493198.000000 Penalty: 3120.362305
	Iteration 14Q: 3 clusters Score -4493198 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 35552 members 
Entering Unmasked Estep 
Score: -4493231.500000 Penalty: 3120.362305
	Iteration 15Q: 3 clusters Score -4493232 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 35559 members 
Entering Unmasked Estep 
Score: -4493247.000000 Penalty: 3120.362305
	Iteration 16Q: 3 clusters Score -4493247 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 35565 members 
Entering Unmasked Estep 
Score: -4493271.500000 Penalty: 3120.362305
	Iteration 17Q: 3 clusters Score -4493272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 35571 members 
Entering Unmasked Estep 
Score: -4493277.500000 Penalty: 3120.362305
	Iteration 18Q: 3 clusters Score -4493278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 35570 members 
Entering Unmasked Estep 
Score: -4493279.500000 Penalty: 3120.362305
	Iteration 19Q: 3 clusters Score -4493280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 35570 members 
Entering Unmasked Estep 
Score: -4493279.500000 Penalty: 3120.362305
	Iteration 20F: 3 clusters Score -4493280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Entering Unmasked Estep 
Score: -1140454.000000 Penalty: 1355.151367
	Iteration 0F: 2 clusters Score -1140454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1134291.625000 Penalty: 2710.302734
	Iteration 0F: 3 clusters Score -1134292 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1136321.000000 Penalty: 2710.302734
	Iteration 1F: 3 clusters Score -1136321 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1136615.125000 Penalty: 2710.302734
	Iteration 2F: 3 clusters Score -1136615 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1136797.125000 Penalty: 2710.302734
	Iteration 3Q: 3 clusters Score -1136797 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1136915.125000 Penalty: 2710.302734
	Iteration 4Q: 3 clusters Score -1136915 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1137020.625000 Penalty: 2710.302734
	Iteration 5Q: 3 clusters Score -1137021 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1137131.875000 Penalty: 2710.302734
	Iteration 6Q: 3 clusters Score -1137132 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1137257.375000 Penalty: 2710.302734
	Iteration 7Q: 3 clusters Score -1137257 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1137389.875000 Penalty: 2710.302734
	Iteration 8Q: 3 clusters Score -1137390 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1137499.125000 Penalty: 2710.302734
	Iteration 9Q: 3 clusters Score -1137499 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1137587.250000 Penalty: 2710.302734
	Iteration 10Q: 3 clusters Score -1137587 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1137669.375000 Penalty: 2710.302734
	Iteration 11Q: 3 clusters Score -1137669 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1137748.875000 Penalty: 2710.302734
	Iteration 12Q: 3 clusters Score -1137749 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1137827.125000 Penalty: 2710.302734
	Iteration 13Q: 3 clusters Score -1137827 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1137896.000000 Penalty: 2710.302734
	Iteration 14Q: 3 clusters Score -1137896 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1137952.875000 Penalty: 2710.302734
	Iteration 15Q: 3 clusters Score -1137953 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1138014.500000 Penalty: 2710.302734
	Iteration 16Q: 3 clusters Score -1138014 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1138093.250000 Penalty: 2710.302734
	Iteration 17Q: 3 clusters Score -1138093 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1138164.875000 Penalty: 2710.302734
	Iteration 18Q: 3 clusters Score -1138165 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1138216.125000 Penalty: 2710.302734
	Iteration 19Q: 3 clusters Score -1138216 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1138275.750000 Penalty: 2710.302734
	Iteration 20F: 3 clusters Score -1138276 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1138329.125000 Penalty: 2710.302734
	Iteration 21Q: 3 clusters Score -1138329 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1138389.500000 Penalty: 2710.302734
	Iteration 22Q: 3 clusters Score -1138390 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1138448.875000 Penalty: 2710.302734
	Iteration 23Q: 3 clusters Score -1138449 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1138508.000000 Penalty: 2710.302734
	Iteration 24Q: 3 clusters Score -1138508 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1138572.875000 Penalty: 2710.302734
	Iteration 25Q: 3 clusters Score -1138573 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1138645.125000 Penalty: 2710.302734
	Iteration 26Q: 3 clusters Score -1138645 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1138718.250000 Penalty: 2710.302734
	Iteration 27Q: 3 clusters Score -1138718 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1138810.125000 Penalty: 2710.302734
	Iteration 28Q: 3 clusters Score -1138810 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1138878.500000 Penalty: 2710.302734
	Iteration 29Q: 3 clusters Score -1138878 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1138937.625000 Penalty: 2710.302734
	Iteration 30Q: 3 clusters Score -1138938 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1138975.875000 Penalty: 2710.302734
	Iteration 31Q: 3 clusters Score -1138976 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1139002.750000 Penalty: 2710.302734
	Iteration 32Q: 3 clusters Score -1139003 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1139023.750000 Penalty: 2710.302734
	Iteration 33Q: 3 clusters Score -1139024 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1139031.875000 Penalty: 2710.302734
	Iteration 34Q: 3 clusters Score -1139032 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1139044.375000 Penalty: 2710.302734
	Iteration 35Q: 3 clusters Score -1139044 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1139052.750000 Penalty: 2710.302734
	Iteration 36Q: 3 clusters Score -1139053 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1139061.875000 Penalty: 2710.302734
	Iteration 37Q: 3 clusters Score -1139062 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1139074.125000 Penalty: 2710.302734
	Iteration 38Q: 3 clusters Score -1139074 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1139086.250000 Penalty: 2710.302734
	Iteration 39Q: 3 clusters Score -1139086 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1139095.375000 Penalty: 2710.302734
	Iteration 40F: 3 clusters Score -1139095 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1139105.750000 Penalty: 2710.302734
	Iteration 41Q: 3 clusters Score -1139106 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1139116.750000 Penalty: 2710.302734
	Iteration 42Q: 3 clusters Score -1139117 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1139124.125000 Penalty: 2710.302734
	Iteration 43Q: 3 clusters Score -1139124 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1139130.625000 Penalty: 2710.302734
	Iteration 44Q: 3 clusters Score -1139131 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1139136.875000 Penalty: 2710.302734
	Iteration 45Q: 3 clusters Score -1139137 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1139141.250000 Penalty: 2710.302734
	Iteration 46Q: 3 clusters Score -1139141 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1139145.250000 Penalty: 2710.302734
	Iteration 47Q: 3 clusters Score -1139145 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1139149.125000 Penalty: 2710.302734
	Iteration 48Q: 3 clusters Score -1139149 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1139153.750000 Penalty: 2710.302734
	Iteration 49Q: 3 clusters Score -1139154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1139159.500000 Penalty: 2710.302734
	Iteration 50Q: 3 clusters Score -1139160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1139160.500000 Penalty: 2710.302734
	Iteration 51Q: 3 clusters Score -1139160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1139161.125000 Penalty: 2710.302734
	Iteration 52Q: 3 clusters Score -1139161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1139160.125000 Penalty: 2710.302734
	Iteration 53Q: 3 clusters Score -1139160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1139165.250000 Penalty: 2710.302734
	Iteration 54Q: 3 clusters Score -1139165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1139165.000000 Penalty: 2710.302734
	Iteration 55Q: 3 clusters Score -1139165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1139169.125000 Penalty: 2710.302734
	Iteration 56Q: 3 clusters Score -1139169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1139167.375000 Penalty: 2710.302734
	Iteration 57Q: 3 clusters Score -1139167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1139169.375000 Penalty: 2710.302734
	Iteration 58Q: 3 clusters Score -1139169 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1139171.625000 Penalty: 2710.302734
	Iteration 59Q: 3 clusters Score -1139172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1139173.500000 Penalty: 2710.302734
	Iteration 60F: 3 clusters Score -1139174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1139174.000000 Penalty: 2710.302734
	Iteration 61Q: 3 clusters Score -1139174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1139172.875000 Penalty: 2710.302734
	Iteration 62Q: 3 clusters Score -1139173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1139175.750000 Penalty: 2710.302734
	Iteration 63Q: 3 clusters Score -1139176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1139174.750000 Penalty: 2710.302734
	Iteration 64Q: 3 clusters Score -1139175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1139177.875000 Penalty: 2710.302734
	Iteration 65Q: 3 clusters Score -1139178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1139178.000000 Penalty: 2710.302734
	Iteration 66Q: 3 clusters Score -1139178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1139180.125000 Penalty: 2710.302734
	Iteration 67Q: 3 clusters Score -1139180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1139181.250000 Penalty: 2710.302734
	Iteration 68Q: 3 clusters Score -1139181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1139181.125000 Penalty: 2710.302734
	Iteration 69Q: 3 clusters Score -1139181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1139182.750000 Penalty: 2710.302734
	Iteration 70Q: 3 clusters Score -1139183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1139182.750000 Penalty: 2710.302734
	Iteration 71F: 3 clusters Score -1139183 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Entering Unmasked Estep 
Score: -827837.562500 Penalty: 1315.650635
	Iteration 0F: 2 clusters Score -827837.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -823014.937500 Penalty: 2631.301270
	Iteration 0F: 3 clusters Score -823014.9 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -824428.687500 Penalty: 2631.301270
	Iteration 1F: 3 clusters Score -824428.7 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -824657.062500 Penalty: 2631.301270
	Iteration 2F: 3 clusters Score -824657.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -824818.125000 Penalty: 2631.301270
	Iteration 3Q: 3 clusters Score -824818.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -824948.625000 Penalty: 2631.301270
	Iteration 4Q: 3 clusters Score -824948.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -825055.562500 Penalty: 2631.301270
	Iteration 5Q: 3 clusters Score -825055.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -825154.375000 Penalty: 2631.301270
	Iteration 6Q: 3 clusters Score -825154.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -825238.562500 Penalty: 2631.301270
	Iteration 7Q: 3 clusters Score -825238.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -825332.062500 Penalty: 2631.301270
	Iteration 8Q: 3 clusters Score -825332.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -825414.812500 Penalty: 2631.301270
	Iteration 9Q: 3 clusters Score -825414.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -825508.187500 Penalty: 2631.301270
	Iteration 10Q: 3 clusters Score -825508.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -825606.125000 Penalty: 2631.301270
	Iteration 11Q: 3 clusters Score -825606.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -825701.000000 Penalty: 2631.301270
	Iteration 12Q: 3 clusters Score -825701 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -825783.625000 Penalty: 2631.301270
	Iteration 13Q: 3 clusters Score -825783.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -825896.437500 Penalty: 2631.301270
	Iteration 14Q: 3 clusters Score -825896.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -825995.375000 Penalty: 2631.301270
	Iteration 15Q: 3 clusters Score -825995.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -826073.000000 Penalty: 2631.301270
	Iteration 16Q: 3 clusters Score -826073 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -826152.625000 Penalty: 2631.301270
	Iteration 17Q: 3 clusters Score -826152.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -826236.875000 Penalty: 2631.301270
	Iteration 18Q: 3 clusters Score -826236.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -826321.750000 Penalty: 2631.301270
	Iteration 19Q: 3 clusters Score -826321.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -826421.312500 Penalty: 2631.301270
	Iteration 20F: 3 clusters Score -826421.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -826498.375000 Penalty: 2631.301270
	Iteration 21Q: 3 clusters Score -826498.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -826568.687500 Penalty: 2631.301270
	Iteration 22Q: 3 clusters Score -826568.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -826622.125000 Penalty: 2631.301270
	Iteration 23Q: 3 clusters Score -826622.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -826671.000000 Penalty: 2631.301270
	Iteration 24Q: 3 clusters Score -826671 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -826706.937500 Penalty: 2631.301270
	Iteration 25Q: 3 clusters Score -826706.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -826736.125000 Penalty: 2631.301270
	Iteration 26Q: 3 clusters Score -826736.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -826761.000000 Penalty: 2631.301270
	Iteration 27Q: 3 clusters Score -826761 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -826778.812500 Penalty: 2631.301270
	Iteration 28Q: 3 clusters Score -826778.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -826797.000000 Penalty: 2631.301270
	Iteration 29Q: 3 clusters Score -826797 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -826809.312500 Penalty: 2631.301270
	Iteration 30Q: 3 clusters Score -826809.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -826815.937500 Penalty: 2631.301270
	Iteration 31Q: 3 clusters Score -826815.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -826819.937500 Penalty: 2631.301270
	Iteration 32Q: 3 clusters Score -826819.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -826826.250000 Penalty: 2631.301270
	Iteration 33Q: 3 clusters Score -826826.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -826828.500000 Penalty: 2631.301270
	Iteration 34Q: 3 clusters Score -826828.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -826830.500000 Penalty: 2631.301270
	Iteration 35Q: 3 clusters Score -826830.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -826830.562500 Penalty: 2631.301270
	Iteration 36Q: 3 clusters Score -826830.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -826834.750000 Penalty: 2631.301270
	Iteration 37Q: 3 clusters Score -826834.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -826838.187500 Penalty: 2631.301270
	Iteration 38Q: 3 clusters Score -826838.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -826840.875000 Penalty: 2631.301270
	Iteration 39Q: 3 clusters Score -826840.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -826843.500000 Penalty: 2631.301270
	Iteration 40F: 3 clusters Score -826843.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -826849.312500 Penalty: 2631.301270
	Iteration 41Q: 3 clusters Score -826849.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -826856.125000 Penalty: 2631.301270
	Iteration 42Q: 3 clusters Score -826856.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -826863.187500 Penalty: 2631.301270
	Iteration 43Q: 3 clusters Score -826863.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -826866.812500 Penalty: 2631.301270
	Iteration 44Q: 3 clusters Score -826866.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -826871.062500 Penalty: 2631.301270
	Iteration 45Q: 3 clusters Score -826871.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -826878.250000 Penalty: 2631.301270
	Iteration 46Q: 3 clusters Score -826878.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -826882.687500 Penalty: 2631.301270
	Iteration 47Q: 3 clusters Score -826882.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -826888.375000 Penalty: 2631.301270
	Iteration 48Q: 3 clusters Score -826888.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -826894.062500 Penalty: 2631.301270
	Iteration 49Q: 3 clusters Score -826894.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -826902.500000 Penalty: 2631.301270
	Iteration 50Q: 3 clusters Score -826902.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -826908.875000 Penalty: 2631.301270
	Iteration 51Q: 3 clusters Score -826908.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -826912.500000 Penalty: 2631.301270
	Iteration 52Q: 3 clusters Score -826912.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -826919.937500 Penalty: 2631.301270
	Iteration 53Q: 3 clusters Score -826919.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -826924.000000 Penalty: 2631.301270
	Iteration 54Q: 3 clusters Score -826924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -826926.750000 Penalty: 2631.301270
	Iteration 55Q: 3 clusters Score -826926.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -826930.062500 Penalty: 2631.301270
	Iteration 56Q: 3 clusters Score -826930.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -826931.437500 Penalty: 2631.301270
	Iteration 57Q: 3 clusters Score -826931.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -826937.187500 Penalty: 2631.301270
	Iteration 58Q: 3 clusters Score -826937.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -826939.312500 Penalty: 2631.301270
	Iteration 59Q: 3 clusters Score -826939.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -826942.000000 Penalty: 2631.301270
	Iteration 60F: 3 clusters Score -826942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -826943.812500 Penalty: 2631.301270
	Iteration 61Q: 3 clusters Score -826943.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -826945.562500 Penalty: 2631.301270
	Iteration 62Q: 3 clusters Score -826945.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -826948.500000 Penalty: 2631.301270
	Iteration 63Q: 3 clusters Score -826948.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -826948.812500 Penalty: 2631.301270
	Iteration 64Q: 3 clusters Score -826948.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -826950.250000 Penalty: 2631.301270
	Iteration 65Q: 3 clusters Score -826950.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -826949.812500 Penalty: 2631.301270
	Iteration 66Q: 3 clusters Score -826949.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -826952.187500 Penalty: 2631.301270
	Iteration 67Q: 3 clusters Score -826952.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -826952.062500 Penalty: 2631.301270
	Iteration 68Q: 3 clusters Score -826952.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -826952.062500 Penalty: 2631.301270
	Iteration 69F: 3 clusters Score -826952.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (22208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22208 members 
Entering Unmasked Estep 
Score: -2809093.500000 Penalty: 1489.221436
	Iteration 0F: 2 clusters Score -2809094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -2794644.000000 Penalty: 2978.442871
	Iteration 0F: 3 clusters Score -2794644 nChanged 9856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -2800193.750000 Penalty: 2978.442871
	Iteration 1F: 3 clusters Score -2800194 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -2800892.000000 Penalty: 2978.442871
	Iteration 2F: 3 clusters Score -2800892 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -2801684.000000 Penalty: 2978.442871
	Iteration 3F: 3 clusters Score -2801684 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -2802541.750000 Penalty: 2978.442871
	Iteration 4F: 3 clusters Score -2802542 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -2803446.000000 Penalty: 2978.442871
	Iteration 5F: 3 clusters Score -2803446 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -2804281.500000 Penalty: 2978.442871
	Iteration 6F: 3 clusters Score -2804282 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -2804997.250000 Penalty: 2978.442871
	Iteration 7F: 3 clusters Score -2804997 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -2805639.750000 Penalty: 2978.442871
	Iteration 8Q: 3 clusters Score -2805640 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -2806214.500000 Penalty: 2978.442871
	Iteration 9Q: 3 clusters Score -2806214 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -2806732.250000 Penalty: 2978.442871
	Iteration 10Q: 3 clusters Score -2806732 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -2807133.500000 Penalty: 2978.442871
	Iteration 11Q: 3 clusters Score -2807134 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -2807391.750000 Penalty: 2978.442871
	Iteration 12Q: 3 clusters Score -2807392 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -2807630.500000 Penalty: 2978.442871
	Iteration 13Q: 3 clusters Score -2807630 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -2807788.250000 Penalty: 2978.442871
	Iteration 14Q: 3 clusters Score -2807788 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 19777 members 
Entering Unmasked Estep 
Score: -2807918.250000 Penalty: 2978.442871
	Iteration 15Q: 3 clusters Score -2807918 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -2807994.250000 Penalty: 2978.442871
	Iteration 16Q: 3 clusters Score -2807994 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -2808054.500000 Penalty: 2978.442871
	Iteration 17Q: 3 clusters Score -2808054 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -2808104.750000 Penalty: 2978.442871
	Iteration 18Q: 3 clusters Score -2808105 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -2808128.750000 Penalty: 2978.442871
	Iteration 19Q: 3 clusters Score -2808129 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -2808153.000000 Penalty: 2978.442871
	Iteration 20F: 3 clusters Score -2808153 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -2808180.000000 Penalty: 2978.442871
	Iteration 21Q: 3 clusters Score -2808180 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -2808201.250000 Penalty: 2978.442871
	Iteration 22Q: 3 clusters Score -2808201 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -2808219.250000 Penalty: 2978.442871
	Iteration 23Q: 3 clusters Score -2808219 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -2808218.500000 Penalty: 2978.442871
	Iteration 24Q: 3 clusters Score -2808218 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -2808217.750000 Penalty: 2978.442871
	Iteration 25Q: 3 clusters Score -2808218 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -2808217.500000 Penalty: 2978.442871
	Iteration 26Q: 3 clusters Score -2808218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -2808225.000000 Penalty: 2978.442871
	Iteration 27Q: 3 clusters Score -2808225 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -2808227.750000 Penalty: 2978.442871
	Iteration 28Q: 3 clusters Score -2808228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -2808229.750000 Penalty: 2978.442871
	Iteration 29Q: 3 clusters Score -2808230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 20564 members 
Entering Unmasked Estep 
Score: -2808236.000000 Penalty: 2978.442871
	Iteration 30Q: 3 clusters Score -2808236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -2808239.250000 Penalty: 2978.442871
	Iteration 31Q: 3 clusters Score -2808239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -2808235.250000 Penalty: 2978.442871
	Iteration 32Q: 3 clusters Score -2808235 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -2808243.000000 Penalty: 2978.442871
	Iteration 33Q: 3 clusters Score -2808243 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 20602 members 
Entering Unmasked Estep 
Score: -2808243.750000 Penalty: 2978.442871
	Iteration 34Q: 3 clusters Score -2808244 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -2808247.250000 Penalty: 2978.442871
	Iteration 35Q: 3 clusters Score -2808247 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -2808252.500000 Penalty: 2978.442871
	Iteration 36Q: 3 clusters Score -2808252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -2808253.750000 Penalty: 2978.442871
	Iteration 37Q: 3 clusters Score -2808254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -2808255.000000 Penalty: 2978.442871
	Iteration 38Q: 3 clusters Score -2808255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 20641 members 
Entering Unmasked Estep 
Score: -2808252.500000 Penalty: 2978.442871
	Iteration 39Q: 3 clusters Score -2808252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -2808252.750000 Penalty: 2978.442871
	Iteration 40F: 3 clusters Score -2808253 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -2808251.500000 Penalty: 2978.442871
	Iteration 41Q: 3 clusters Score -2808252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 20663 members 
Entering Unmasked Estep 
Score: -2808252.500000 Penalty: 2978.442871
	Iteration 42Q: 3 clusters Score -2808252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -2808255.750000 Penalty: 2978.442871
	Iteration 43Q: 3 clusters Score -2808256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -2808256.750000 Penalty: 2978.442871
	Iteration 44Q: 3 clusters Score -2808257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 20691 members 
Entering Unmasked Estep 
Score: -2808261.750000 Penalty: 2978.442871
	Iteration 45Q: 3 clusters Score -2808262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -2808261.000000 Penalty: 2978.442871
	Iteration 46Q: 3 clusters Score -2808261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -2808261.000000 Penalty: 2978.442871
	Iteration 47F: 3 clusters Score -2808261 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Entering Unmasked Estep 
Score: -794184.937500 Penalty: 1311.925659
	Iteration 0F: 2 clusters Score -794184.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -789358.312500 Penalty: 2623.851318
	Iteration 0F: 3 clusters Score -789358.3 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -790984.750000 Penalty: 2623.851318
	Iteration 1F: 3 clusters Score -790984.8 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -791327.500000 Penalty: 2623.851318
	Iteration 2F: 3 clusters Score -791327.5 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -791559.312500 Penalty: 2623.851318
	Iteration 3F: 3 clusters Score -791559.3 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -791727.937500 Penalty: 2623.851318
	Iteration 4Q: 3 clusters Score -791727.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -791860.562500 Penalty: 2623.851318
	Iteration 5Q: 3 clusters Score -791860.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -791993.000000 Penalty: 2623.851318
	Iteration 6Q: 3 clusters Score -791993 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -792135.562500 Penalty: 2623.851318
	Iteration 7Q: 3 clusters Score -792135.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -792281.375000 Penalty: 2623.851318
	Iteration 8Q: 3 clusters Score -792281.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -792421.625000 Penalty: 2623.851318
	Iteration 9Q: 3 clusters Score -792421.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -792562.187500 Penalty: 2623.851318
	Iteration 10Q: 3 clusters Score -792562.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -792695.687500 Penalty: 2623.851318
	Iteration 11Q: 3 clusters Score -792695.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -792821.375000 Penalty: 2623.851318
	Iteration 12Q: 3 clusters Score -792821.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -792948.625000 Penalty: 2623.851318
	Iteration 13Q: 3 clusters Score -792948.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -793061.875000 Penalty: 2623.851318
	Iteration 14Q: 3 clusters Score -793061.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -793145.250000 Penalty: 2623.851318
	Iteration 15Q: 3 clusters Score -793145.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -793216.500000 Penalty: 2623.851318
	Iteration 16Q: 3 clusters Score -793216.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -793257.125000 Penalty: 2623.851318
	Iteration 17Q: 3 clusters Score -793257.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -793294.312500 Penalty: 2623.851318
	Iteration 18Q: 3 clusters Score -793294.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -793322.812500 Penalty: 2623.851318
	Iteration 19Q: 3 clusters Score -793322.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -793339.187500 Penalty: 2623.851318
	Iteration 20F: 3 clusters Score -793339.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -793348.250000 Penalty: 2623.851318
	Iteration 21Q: 3 clusters Score -793348.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -793356.437500 Penalty: 2623.851318
	Iteration 22Q: 3 clusters Score -793356.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -793363.375000 Penalty: 2623.851318
	Iteration 23Q: 3 clusters Score -793363.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -793368.437500 Penalty: 2623.851318
	Iteration 24Q: 3 clusters Score -793368.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -793373.625000 Penalty: 2623.851318
	Iteration 25Q: 3 clusters Score -793373.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -793375.562500 Penalty: 2623.851318
	Iteration 26Q: 3 clusters Score -793375.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -793384.250000 Penalty: 2623.851318
	Iteration 27Q: 3 clusters Score -793384.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -793390.625000 Penalty: 2623.851318
	Iteration 28Q: 3 clusters Score -793390.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -793391.812500 Penalty: 2623.851318
	Iteration 29Q: 3 clusters Score -793391.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -793394.875000 Penalty: 2623.851318
	Iteration 30Q: 3 clusters Score -793394.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -793402.437500 Penalty: 2623.851318
	Iteration 31Q: 3 clusters Score -793402.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -793411.250000 Penalty: 2623.851318
	Iteration 32Q: 3 clusters Score -793411.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -793414.812500 Penalty: 2623.851318
	Iteration 33Q: 3 clusters Score -793414.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -793417.812500 Penalty: 2623.851318
	Iteration 34Q: 3 clusters Score -793417.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -793418.812500 Penalty: 2623.851318
	Iteration 35Q: 3 clusters Score -793418.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -793420.687500 Penalty: 2623.851318
	Iteration 36Q: 3 clusters Score -793420.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -793421.250000 Penalty: 2623.851318
	Iteration 37Q: 3 clusters Score -793421.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -793424.437500 Penalty: 2623.851318
	Iteration 38Q: 3 clusters Score -793424.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -793425.812500 Penalty: 2623.851318
	Iteration 39Q: 3 clusters Score -793425.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -793426.000000 Penalty: 2623.851318
	Iteration 40F: 3 clusters Score -793426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -793425.875000 Penalty: 2623.851318
	Iteration 41Q: 3 clusters Score -793425.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -793427.250000 Penalty: 2623.851318
	Iteration 42Q: 3 clusters Score -793427.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -793429.062500 Penalty: 2623.851318
	Iteration 43Q: 3 clusters Score -793429.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -793429.312500 Penalty: 2623.851318
	Iteration 44Q: 3 clusters Score -793429.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -793430.000000 Penalty: 2623.851318
	Iteration 45Q: 3 clusters Score -793430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -793432.500000 Penalty: 2623.851318
	Iteration 46Q: 3 clusters Score -793432.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -793433.937500 Penalty: 2623.851318
	Iteration 47Q: 3 clusters Score -793433.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -793433.312500 Penalty: 2623.851318
	Iteration 48Q: 3 clusters Score -793433.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -793436.500000 Penalty: 2623.851318
	Iteration 49Q: 3 clusters Score -793436.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -793436.312500 Penalty: 2623.851318
	Iteration 50Q: 3 clusters Score -793436.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -793436.625000 Penalty: 2623.851318
	Iteration 51Q: 3 clusters Score -793436.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -793439.250000 Penalty: 2623.851318
	Iteration 52Q: 3 clusters Score -793439.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -793439.000000 Penalty: 2623.851318
	Iteration 53Q: 3 clusters Score -793439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -793440.625000 Penalty: 2623.851318
	Iteration 54Q: 3 clusters Score -793440.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -793441.875000 Penalty: 2623.851318
	Iteration 55Q: 3 clusters Score -793441.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -793443.562500 Penalty: 2623.851318
	Iteration 56Q: 3 clusters Score -793443.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -793444.687500 Penalty: 2623.851318
	Iteration 57Q: 3 clusters Score -793444.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -793448.562500 Penalty: 2623.851318
	Iteration 58Q: 3 clusters Score -793448.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -793448.000000 Penalty: 2623.851318
	Iteration 59Q: 3 clusters Score -793448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -793450.875000 Penalty: 2623.851318
	Iteration 60F: 3 clusters Score -793450.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -793455.125000 Penalty: 2623.851318
	Iteration 61Q: 3 clusters Score -793455.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -793460.812500 Penalty: 2623.851318
	Iteration 62Q: 3 clusters Score -793460.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -793467.000000 Penalty: 2623.851318
	Iteration 63Q: 3 clusters Score -793467 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -793474.062500 Penalty: 2623.851318
	Iteration 64Q: 3 clusters Score -793474.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -793481.625000 Penalty: 2623.851318
	Iteration 65Q: 3 clusters Score -793481.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -793484.437500 Penalty: 2623.851318
	Iteration 66Q: 3 clusters Score -793484.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -793489.687500 Penalty: 2623.851318
	Iteration 67Q: 3 clusters Score -793489.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -793493.750000 Penalty: 2623.851318
	Iteration 68Q: 3 clusters Score -793493.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -793500.312500 Penalty: 2623.851318
	Iteration 69Q: 3 clusters Score -793500.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -793504.687500 Penalty: 2623.851318
	Iteration 70Q: 3 clusters Score -793504.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -793507.437500 Penalty: 2623.851318
	Iteration 71Q: 3 clusters Score -793507.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -793507.750000 Penalty: 2623.851318
	Iteration 72Q: 3 clusters Score -793507.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -793507.812500 Penalty: 2623.851318
	Iteration 73Q: 3 clusters Score -793507.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -793508.750000 Penalty: 2623.851318
	Iteration 74Q: 3 clusters Score -793508.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -793507.625000 Penalty: 2623.851318
	Iteration 75Q: 3 clusters Score -793507.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -793508.812500 Penalty: 2623.851318
	Iteration 76Q: 3 clusters Score -793508.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -793508.812500 Penalty: 2623.851318
	Iteration 77F: 3 clusters Score -793508.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (15811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Entering Unmasked Estep 
Score: -1907226.625000 Penalty: 1438.666992
	Iteration 0F: 2 clusters Score -1907227 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1896702.250000 Penalty: 2877.333984
	Iteration 0F: 3 clusters Score -1896702 nChanged 6922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1900379.250000 Penalty: 2877.333984
	Iteration 1F: 3 clusters Score -1900379 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1900790.125000 Penalty: 2877.333984
	Iteration 2F: 3 clusters Score -1900790 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1901140.000000 Penalty: 2877.333984
	Iteration 3F: 3 clusters Score -1901140 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1901455.625000 Penalty: 2877.333984
	Iteration 4Q: 3 clusters Score -1901456 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1901748.250000 Penalty: 2877.333984
	Iteration 5Q: 3 clusters Score -1901748 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1902046.750000 Penalty: 2877.333984
	Iteration 6Q: 3 clusters Score -1902047 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1902345.000000 Penalty: 2877.333984
	Iteration 7Q: 3 clusters Score -1902345 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1902654.625000 Penalty: 2877.333984
	Iteration 8Q: 3 clusters Score -1902655 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1903032.250000 Penalty: 2877.333984
	Iteration 9Q: 3 clusters Score -1903032 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1903465.750000 Penalty: 2877.333984
	Iteration 10Q: 3 clusters Score -1903466 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1903878.500000 Penalty: 2877.333984
	Iteration 11Q: 3 clusters Score -1903878 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1904221.875000 Penalty: 2877.333984
	Iteration 12Q: 3 clusters Score -1904222 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1904422.750000 Penalty: 2877.333984
	Iteration 13Q: 3 clusters Score -1904423 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1904531.375000 Penalty: 2877.333984
	Iteration 14Q: 3 clusters Score -1904531 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1904605.375000 Penalty: 2877.333984
	Iteration 15Q: 3 clusters Score -1904605 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1904648.125000 Penalty: 2877.333984
	Iteration 16Q: 3 clusters Score -1904648 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1904679.750000 Penalty: 2877.333984
	Iteration 17Q: 3 clusters Score -1904680 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1904700.250000 Penalty: 2877.333984
	Iteration 18Q: 3 clusters Score -1904700 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1904701.250000 Penalty: 2877.333984
	Iteration 19Q: 3 clusters Score -1904701 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1904713.625000 Penalty: 2877.333984
	Iteration 20F: 3 clusters Score -1904714 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1904727.750000 Penalty: 2877.333984
	Iteration 21Q: 3 clusters Score -1904728 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1904736.000000 Penalty: 2877.333984
	Iteration 22Q: 3 clusters Score -1904736 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1904744.875000 Penalty: 2877.333984
	Iteration 23Q: 3 clusters Score -1904745 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1904754.125000 Penalty: 2877.333984
	Iteration 24Q: 3 clusters Score -1904754 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1904753.500000 Penalty: 2877.333984
	Iteration 25Q: 3 clusters Score -1904754 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1904759.375000 Penalty: 2877.333984
	Iteration 26Q: 3 clusters Score -1904759 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1904767.250000 Penalty: 2877.333984
	Iteration 27Q: 3 clusters Score -1904767 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1904773.625000 Penalty: 2877.333984
	Iteration 28Q: 3 clusters Score -1904774 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1904776.125000 Penalty: 2877.333984
	Iteration 29Q: 3 clusters Score -1904776 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1904784.000000 Penalty: 2877.333984
	Iteration 30Q: 3 clusters Score -1904784 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1904790.250000 Penalty: 2877.333984
	Iteration 31Q: 3 clusters Score -1904790 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1904793.500000 Penalty: 2877.333984
	Iteration 32Q: 3 clusters Score -1904794 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1904796.250000 Penalty: 2877.333984
	Iteration 33Q: 3 clusters Score -1904796 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1904798.000000 Penalty: 2877.333984
	Iteration 34Q: 3 clusters Score -1904798 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1904794.750000 Penalty: 2877.333984
	Iteration 35Q: 3 clusters Score -1904795 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1904798.750000 Penalty: 2877.333984
	Iteration 36Q: 3 clusters Score -1904799 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1904803.250000 Penalty: 2877.333984
	Iteration 37Q: 3 clusters Score -1904803 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1904813.750000 Penalty: 2877.333984
	Iteration 38Q: 3 clusters Score -1904814 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1904815.375000 Penalty: 2877.333984
	Iteration 39Q: 3 clusters Score -1904815 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1904813.500000 Penalty: 2877.333984
	Iteration 40F: 3 clusters Score -1904814 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1904819.375000 Penalty: 2877.333984
	Iteration 41Q: 3 clusters Score -1904819 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1904820.500000 Penalty: 2877.333984
	Iteration 42Q: 3 clusters Score -1904820 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1904824.625000 Penalty: 2877.333984
	Iteration 43Q: 3 clusters Score -1904825 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1904831.375000 Penalty: 2877.333984
	Iteration 44Q: 3 clusters Score -1904831 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1904841.000000 Penalty: 2877.333984
	Iteration 45Q: 3 clusters Score -1904841 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1904845.375000 Penalty: 2877.333984
	Iteration 46Q: 3 clusters Score -1904845 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1904849.750000 Penalty: 2877.333984
	Iteration 47Q: 3 clusters Score -1904850 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1904854.500000 Penalty: 2877.333984
	Iteration 48Q: 3 clusters Score -1904854 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1904864.500000 Penalty: 2877.333984
	Iteration 49Q: 3 clusters Score -1904864 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1904859.875000 Penalty: 2877.333984
	Iteration 50Q: 3 clusters Score -1904860 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1904867.625000 Penalty: 2877.333984
	Iteration 51Q: 3 clusters Score -1904868 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1904875.500000 Penalty: 2877.333984
	Iteration 52Q: 3 clusters Score -1904876 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1904880.125000 Penalty: 2877.333984
	Iteration 53Q: 3 clusters Score -1904880 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1904878.375000 Penalty: 2877.333984
	Iteration 54Q: 3 clusters Score -1904878 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1904889.125000 Penalty: 2877.333984
	Iteration 55Q: 3 clusters Score -1904889 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1904892.000000 Penalty: 2877.333984
	Iteration 56Q: 3 clusters Score -1904892 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1904893.750000 Penalty: 2877.333984
	Iteration 57Q: 3 clusters Score -1904894 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1904897.625000 Penalty: 2877.333984
	Iteration 58Q: 3 clusters Score -1904898 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1904899.375000 Penalty: 2877.333984
	Iteration 59Q: 3 clusters Score -1904899 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1904902.625000 Penalty: 2877.333984
	Iteration 60F: 3 clusters Score -1904903 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1904905.875000 Penalty: 2877.333984
	Iteration 61Q: 3 clusters Score -1904906 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1904907.500000 Penalty: 2877.333984
	Iteration 62Q: 3 clusters Score -1904908 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1904914.250000 Penalty: 2877.333984
	Iteration 63Q: 3 clusters Score -1904914 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1904921.750000 Penalty: 2877.333984
	Iteration 64Q: 3 clusters Score -1904922 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1904921.375000 Penalty: 2877.333984
	Iteration 65Q: 3 clusters Score -1904921 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1904931.500000 Penalty: 2877.333984
	Iteration 66Q: 3 clusters Score -1904932 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1904941.125000 Penalty: 2877.333984
	Iteration 67Q: 3 clusters Score -1904941 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1904945.500000 Penalty: 2877.333984
	Iteration 68Q: 3 clusters Score -1904946 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1904940.625000 Penalty: 2877.333984
	Iteration 69Q: 3 clusters Score -1904941 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1904945.625000 Penalty: 2877.333984
	Iteration 70Q: 3 clusters Score -1904946 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1904946.000000 Penalty: 2877.333984
	Iteration 71Q: 3 clusters Score -1904946 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1904952.750000 Penalty: 2877.333984
	Iteration 72Q: 3 clusters Score -1904953 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1904954.875000 Penalty: 2877.333984
	Iteration 73Q: 3 clusters Score -1904955 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1904955.125000 Penalty: 2877.333984
	Iteration 74Q: 3 clusters Score -1904955 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1904955.375000 Penalty: 2877.333984
	Iteration 75Q: 3 clusters Score -1904955 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1904962.125000 Penalty: 2877.333984
	Iteration 76Q: 3 clusters Score -1904962 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1904965.125000 Penalty: 2877.333984
	Iteration 77Q: 3 clusters Score -1904965 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1904961.875000 Penalty: 2877.333984
	Iteration 78Q: 3 clusters Score -1904962 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1904967.875000 Penalty: 2877.333984
	Iteration 79Q: 3 clusters Score -1904968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1904964.750000 Penalty: 2877.333984
	Iteration 80F: 3 clusters Score -1904965 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1904970.500000 Penalty: 2877.333984
	Iteration 81Q: 3 clusters Score -1904970 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1904978.500000 Penalty: 2877.333984
	Iteration 82Q: 3 clusters Score -1904978 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1904978.125000 Penalty: 2877.333984
	Iteration 83Q: 3 clusters Score -1904978 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1904977.250000 Penalty: 2877.333984
	Iteration 84Q: 3 clusters Score -1904977 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1904975.375000 Penalty: 2877.333984
	Iteration 85Q: 3 clusters Score -1904975 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1904980.625000 Penalty: 2877.333984
	Iteration 86Q: 3 clusters Score -1904981 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1904977.375000 Penalty: 2877.333984
	Iteration 87Q: 3 clusters Score -1904977 nChanged 18
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Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 6317 members 
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Mstep: Class 1 contains 9512 members 
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Mstep: Class 1 contains 9534 members 
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Mstep: Class 1 contains 9554 members 
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Mstep: Class 1 contains 9566 members 
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Mstep: Class 1 contains 9580 members 
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Mstep: Class 1 contains 9591 members 
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Mstep: Class 1 contains 9603 members 
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Mstep: Class 1 contains 9618 members 
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Mstep: Class 1 contains 9638 members 
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Mstep: Class 1 contains 9656 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 9676 members 
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Mstep: Class 1 contains 9698 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 9720 members 
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Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 6064 members 
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Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 6037 members 
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Mstep: Class 1 contains 9799 members 
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Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 5986 members 
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Mstep: Class 1 contains 9852 members 
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Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 5938 members 
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Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 5915 members 
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Mstep: Class 1 contains 9927 members 
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Mstep: Class 1 contains 9948 members 
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Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 5837 members 
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Mstep: Class 2 contains 5817 members 
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Mstep: Class 1 contains 10016 members 
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Mstep: Class 1 contains 10036 members 
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Mstep: Class 1 contains 10090 members 
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Mstep: Class 1 contains 10212 members 
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Mstep: Class 2 contains 5564 members 
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	Iteration 120F: 3 clusters Score -1905101 nChanged 28
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Mstep: Class 1 contains 10364 members 
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	Iteration 125Q: 3 clusters Score -1905118 nChanged 23
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Mstep: Class 1 contains 10387 members 
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	Iteration 126Q: 3 clusters Score -1905116 nChanged 23
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	Iteration 127Q: 3 clusters Score -1905118 nChanged 23
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Mstep: Class 1 contains 10431 members 
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	Iteration 128Q: 3 clusters Score -1905125 nChanged 14
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Mstep: Class 1 contains 10445 members 
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	Iteration 131Q: 3 clusters Score -1905126 nChanged 15
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Mstep: Class 1 contains 10479 members 
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	Iteration 132Q: 3 clusters Score -1905131 nChanged 16
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Mstep: Class 1 contains 10493 members 
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	Iteration 133Q: 3 clusters Score -1905131 nChanged 18
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Mstep: Class 1 contains 10509 members 
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Mstep: Class 1 contains 10532 members 
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	Iteration 135Q: 3 clusters Score -1905133 nChanged 20
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	Iteration 136Q: 3 clusters Score -1905132 nChanged 11
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	Iteration 138Q: 3 clusters Score -1905139 nChanged 11
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	Iteration 140F: 3 clusters Score -1905145 nChanged 12
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Mstep: Class 1 contains 10614 members 
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Mstep: Class 1 contains 10627 members 
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	Iteration 145Q: 3 clusters Score -1905154 nChanged 14
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Mstep: Class 1 contains 10711 members 
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	Iteration 148Q: 3 clusters Score -1905164 nChanged 29
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Mstep: Class 1 contains 10740 members 
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	Iteration 149Q: 3 clusters Score -1905169 nChanged 37
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Mstep: Class 1 contains 10773 members 
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	Iteration 150Q: 3 clusters Score -1905178 nChanged 32
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Mstep: Class 1 contains 10801 members 
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	Iteration 151Q: 3 clusters Score -1905184 nChanged 34
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Mstep: Class 1 contains 10835 members 
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Mstep: Class 1 contains 10867 members 
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	Iteration 153Q: 3 clusters Score -1905193 nChanged 33
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Mstep: Class 1 contains 10898 members 
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	Iteration 154Q: 3 clusters Score -1905198 nChanged 31
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Mstep: Class 1 contains 10925 members 
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	Iteration 155Q: 3 clusters Score -1905205 nChanged 35
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Mstep: Class 1 contains 10956 members 
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	Iteration 156Q: 3 clusters Score -1905210 nChanged 41
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	Iteration 157Q: 3 clusters Score -1905221 nChanged 46
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	Iteration 158Q: 3 clusters Score -1905229 nChanged 56
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Mstep: Class 1 contains 11089 members 
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	Iteration 159Q: 3 clusters Score -1905240 nChanged 54
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Mstep: Class 1 contains 11137 members 
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	Iteration 160F: 3 clusters Score -1905255 nChanged 46
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	Iteration 161Q: 3 clusters Score -1905259 nChanged 52
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	Iteration 162Q: 3 clusters Score -1905269 nChanged 47
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	Iteration 163Q: 3 clusters Score -1905279 nChanged 61
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	Iteration 164Q: 3 clusters Score -1905289 nChanged 54
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	Iteration 165Q: 3 clusters Score -1905300 nChanged 51
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	Iteration 166Q: 3 clusters Score -1905319 nChanged 44
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	Iteration 168Q: 3 clusters Score -1905332 nChanged 22
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	Iteration 169Q: 3 clusters Score -1905333 nChanged 24
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	Iteration 170Q: 3 clusters Score -1905343 nChanged 14
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	Iteration 171Q: 3 clusters Score -1905342 nChanged 14
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Mstep: Class 1 contains 11563 members 
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	Iteration 172Q: 3 clusters Score -1905346 nChanged 15
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Mstep: Class 1 contains 11578 members 
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	Iteration 173Q: 3 clusters Score -1905342 nChanged 12
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Mstep: Class 1 contains 11590 members 
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	Iteration 174Q: 3 clusters Score -1905341 nChanged 12
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Mstep: Class 1 contains 11602 members 
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	Iteration 175Q: 3 clusters Score -1905346 nChanged 14
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Mstep: Class 1 contains 11616 members 
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	Iteration 176Q: 3 clusters Score -1905348 nChanged 16
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Mstep: Class 1 contains 11632 members 
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	Iteration 177Q: 3 clusters Score -1905353 nChanged 17
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Mstep: Class 1 contains 11649 members 
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	Iteration 178Q: 3 clusters Score -1905356 nChanged 18
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Mstep: Class 1 contains 11667 members 
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	Iteration 179Q: 3 clusters Score -1905359 nChanged 14
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Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1905356.750000 Penalty: 2877.333984
	Iteration 180F: 3 clusters Score -1905357 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -1905356 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -1905361 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -1905366 nChanged 17
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -1905367 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -1905374 nChanged 16
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -1905374 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -1905380 nChanged 29
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Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -1905380 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -1905389 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -1905395 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -1905403 nChanged 29
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -1905414 nChanged 39
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -1905416 nChanged 39
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Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -1905420 nChanged 41
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Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -1905432 nChanged 23
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -1905436 nChanged 23
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Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -1905438 nChanged 21
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -1905442 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -1905444 nChanged 17
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -1905449 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -1905447 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -1905450 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -1905453 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -1905456 nChanged 18
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Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -1905459 nChanged 21
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Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -1905466 nChanged 23
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Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -1905470 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -1905476 nChanged 29
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Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -1905485 nChanged 46
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -1905496 nChanged 51
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Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -1905510 nChanged 65
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -1905524 nChanged 64
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Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -1905542 nChanged 68
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Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -1905555 nChanged 65
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -1905575 nChanged 51
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Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -1905583 nChanged 38
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -1905592 nChanged 42
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Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -1905602 nChanged 42
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 2969 members 
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	Iteration 219Q: 3 clusters Score -1905609 nChanged 42
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -1905627 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
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Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -1905640 nChanged 60
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -1905650 nChanged 51
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -1905664 nChanged 45
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -1905675 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -1905682 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -1905696 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -1905705 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -1905715 nChanged 34
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
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Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -1905727 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -1905729 nChanged 28
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -1905736 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 2442 members 
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	Iteration 232Q: 3 clusters Score -1905742 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -1905747 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
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Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -1905761 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -1905778 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -1905793 nChanged 63
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -1905814 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
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Entering Unmasked Estep 
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	Iteration 238Q: 3 clusters Score -1905834 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
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Entering Unmasked Estep 
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	Iteration 239Q: 3 clusters Score -1905856 nChanged 58
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Mstep: Class 1 contains 13784 members 
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Entering Unmasked Estep 
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	Iteration 240F: 3 clusters Score -1905877 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
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	Iteration 241Q: 3 clusters Score -1905897 nChanged 56
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Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
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	Iteration 242Q: 3 clusters Score -1905922 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
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	Iteration 243Q: 3 clusters Score -1905940 nChanged 43
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Mstep: Class 1 contains 13981 members 
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	Iteration 244Q: 3 clusters Score -1905950 nChanged 45
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Mstep: Class 1 contains 14026 members 
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	Iteration 245Q: 3 clusters Score -1905968 nChanged 31
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Mstep: Class 1 contains 14055 members 
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	Iteration 246Q: 3 clusters Score -1905982 nChanged 34
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Mstep: Class 1 contains 14087 members 
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	Iteration 247Q: 3 clusters Score -1905994 nChanged 40
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Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
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	Iteration 248Q: 3 clusters Score -1906002 nChanged 33
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Mstep: Class 1 contains 14156 members 
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Entering Unmasked Estep 
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	Iteration 249Q: 3 clusters Score -1906012 nChanged 17
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Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
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	Iteration 250Q: 3 clusters Score -1906015 nChanged 18
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Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
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	Iteration 251Q: 3 clusters Score -1906026 nChanged 26
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Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
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	Iteration 252Q: 3 clusters Score -1906033 nChanged 34
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Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 1560 members 
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	Iteration 253Q: 3 clusters Score -1906047 nChanged 34
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Mstep: Class 1 contains 14281 members 
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	Iteration 254Q: 3 clusters Score -1906061 nChanged 19
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Mstep: Class 1 contains 14300 members 
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	Iteration 255Q: 3 clusters Score -1906066 nChanged 26
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Mstep: Class 1 contains 14324 members 
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	Iteration 256Q: 3 clusters Score -1906076 nChanged 15
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Mstep: Class 1 contains 14339 members 
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Entering Unmasked Estep 
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	Iteration 257Q: 3 clusters Score -1906080 nChanged 18
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Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
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	Iteration 258Q: 3 clusters Score -1906082 nChanged 18
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Mstep: Class 1 contains 14373 members 
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	Iteration 259Q: 3 clusters Score -1906092 nChanged 23
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Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
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	Iteration 260F: 3 clusters Score -1906106 nChanged 25
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Entering Unmasked Estep 
Score: -1906112.000000 Penalty: 2877.333984
	Iteration 261Q: 3 clusters Score -1906112 nChanged 16
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Mstep: Class 1 contains 14433 members 
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	Iteration 262Q: 3 clusters Score -1906115 nChanged 16
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Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1906121.375000 Penalty: 2877.333984
	Iteration 263Q: 3 clusters Score -1906121 nChanged 14
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Mstep: Class 1 contains 14461 members 
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Entering Unmasked Estep 
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	Iteration 264Q: 3 clusters Score -1906133 nChanged 13
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Mstep: Class 1 contains 14470 members 
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Entering Unmasked Estep 
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	Iteration 265Q: 3 clusters Score -1906135 nChanged 11
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Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1906137.000000 Penalty: 2877.333984
	Iteration 266Q: 3 clusters Score -1906137 nChanged 10
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Mstep: Class 1 contains 14489 members 
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	Iteration 267Q: 3 clusters Score -1906137 nChanged 15
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Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1906141.625000 Penalty: 2877.333984
	Iteration 268Q: 3 clusters Score -1906142 nChanged 15
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Mstep: Class 1 contains 14515 members 
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Entering Unmasked Estep 
Score: -1906151.125000 Penalty: 2877.333984
	Iteration 269Q: 3 clusters Score -1906151 nChanged 15
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Mstep: Class 1 contains 14528 members 
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Entering Unmasked Estep 
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	Iteration 270Q: 3 clusters Score -1906155 nChanged 10
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Mstep: Class 1 contains 14538 members 
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Entering Unmasked Estep 
Score: -1906161.875000 Penalty: 2877.333984
	Iteration 271Q: 3 clusters Score -1906162 nChanged 11
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Entering Unmasked Estep 
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	Iteration 272Q: 3 clusters Score -1906163 nChanged 15
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Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1906167.750000 Penalty: 2877.333984
	Iteration 273Q: 3 clusters Score -1906168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1906169.500000 Penalty: 2877.333984
	Iteration 274Q: 3 clusters Score -1906170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1906174.750000 Penalty: 2877.333984
	Iteration 275Q: 3 clusters Score -1906175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1906172.125000 Penalty: 2877.333984
	Iteration 276Q: 3 clusters Score -1906172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1906172.500000 Penalty: 2877.333984
	Iteration 277Q: 3 clusters Score -1906172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1906178.875000 Penalty: 2877.333984
	Iteration 278Q: 3 clusters Score -1906179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1906179.625000 Penalty: 2877.333984
	Iteration 279Q: 3 clusters Score -1906180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1906181.125000 Penalty: 2877.333984
	Iteration 280F: 3 clusters Score -1906181 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1906182.500000 Penalty: 2877.333984
	Iteration 281Q: 3 clusters Score -1906182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1906184.875000 Penalty: 2877.333984
	Iteration 282Q: 3 clusters Score -1906185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1906183.250000 Penalty: 2877.333984
	Iteration 283Q: 3 clusters Score -1906183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1906183.500000 Penalty: 2877.333984
	Iteration 284Q: 3 clusters Score -1906184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1906188.750000 Penalty: 2877.333984
	Iteration 285Q: 3 clusters Score -1906189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1906190.250000 Penalty: 2877.333984
	Iteration 286Q: 3 clusters Score -1906190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1906195.000000 Penalty: 2877.333984
	Iteration 287Q: 3 clusters Score -1906195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1906195.375000 Penalty: 2877.333984
	Iteration 288Q: 3 clusters Score -1906195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1906193.500000 Penalty: 2877.333984
	Iteration 289Q: 3 clusters Score -1906194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1906191.125000 Penalty: 2877.333984
	Iteration 290Q: 3 clusters Score -1906191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1906192.375000 Penalty: 2877.333984
	Iteration 291Q: 3 clusters Score -1906192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1906192.250000 Penalty: 2877.333984
	Iteration 292Q: 3 clusters Score -1906192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1906193.125000 Penalty: 2877.333984
	Iteration 293Q: 3 clusters Score -1906193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1906195.500000 Penalty: 2877.333984
	Iteration 294Q: 3 clusters Score -1906196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1906196.250000 Penalty: 2877.333984
	Iteration 295Q: 3 clusters Score -1906196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1906196.125000 Penalty: 2877.333984
	Iteration 296Q: 3 clusters Score -1906196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1906196.500000 Penalty: 2877.333984
	Iteration 297Q: 3 clusters Score -1906196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1906197.000000 Penalty: 2877.333984
	Iteration 298Q: 3 clusters Score -1906197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1906198.500000 Penalty: 2877.333984
	Iteration 299Q: 3 clusters Score -1906198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1906200.250000 Penalty: 2877.333984
	Iteration 300F: 3 clusters Score -1906200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1906204.375000 Penalty: 2877.333984
	Iteration 301Q: 3 clusters Score -1906204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1906206.125000 Penalty: 2877.333984
	Iteration 302Q: 3 clusters Score -1906206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1906208.500000 Penalty: 2877.333984
	Iteration 303Q: 3 clusters Score -1906208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1906209.250000 Penalty: 2877.333984
	Iteration 304Q: 3 clusters Score -1906209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1906213.750000 Penalty: 2877.333984
	Iteration 305Q: 3 clusters Score -1906214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1906215.250000 Penalty: 2877.333984
	Iteration 306Q: 3 clusters Score -1906215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1906215.250000 Penalty: 2877.333984
	Iteration 307F: 3 clusters Score -1906215 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Entering Unmasked Estep 
Score: -114457.320312 Penalty: 1061.908691
	Iteration 0F: 2 clusters Score -114457.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -113199.578125 Penalty: 2123.817383
	Iteration 0F: 3 clusters Score -113199.6 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -114376.632812 Penalty: 2123.817383
	Iteration 1F: 3 clusters Score -114376.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -115285.234375 Penalty: 2123.817383
	Iteration 2F: 3 clusters Score -115285.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -115825.562500 Penalty: 2123.817383
	Iteration 3F: 3 clusters Score -115825.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -116296.515625 Penalty: 2123.817383
	Iteration 4F: 3 clusters Score -116296.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -117187.445312 Penalty: 2123.817383
	Iteration 5F: 3 clusters Score -117187.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -118040.187500 Penalty: 2123.817383
	Iteration 6F: 3 clusters Score -118040.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -118523.929688 Penalty: 2123.817383
	Iteration 7Q: 3 clusters Score -118523.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -119162.460938 Penalty: 2123.817383
	Iteration 8Q: 3 clusters Score -119162.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -119497.539062 Penalty: 2123.817383
	Iteration 9Q: 3 clusters Score -119497.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -119656.664062 Penalty: 2123.817383
	Iteration 10Q: 3 clusters Score -119656.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -119791.453125 Penalty: 2123.817383
	Iteration 11Q: 3 clusters Score -119791.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -119853.148438 Penalty: 2123.817383
	Iteration 12Q: 3 clusters Score -119853.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -119877.812500 Penalty: 2123.817383
	Iteration 13Q: 3 clusters Score -119877.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -119883.148438 Penalty: 2123.817383
	Iteration 14Q: 3 clusters Score -119883.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -119891.687500 Penalty: 2123.817383
	Iteration 15Q: 3 clusters Score -119891.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -119908.640625 Penalty: 2123.817383
	Iteration 16F: 3 clusters Score -119908.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -120032.226562 Penalty: 2123.817383
	Iteration 17Q: 3 clusters Score -120032.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -120259.835938 Penalty: 2123.817383
	Iteration 18Q: 3 clusters Score -120259.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -120705.226562 Penalty: 2123.817383
	Iteration 19Q: 3 clusters Score -120705.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -120763.796875 Penalty: 2123.817383
	Iteration 20F: 3 clusters Score -120763.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -120774.781250 Penalty: 2123.817383
	Iteration 21Q: 3 clusters Score -120774.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -120774.781250 Penalty: 2123.817383
	Iteration 22F: 3 clusters Score -120774.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 75241 members 
Mstep: Class 2 contains 41417 members 
Mstep: Class 3 contains 4968 members 
Mstep: Class 4 contains 2766 members 
Mstep: Class 5 contains 67792 members 
Mstep: Class 6 contains 50126 members 
Mstep: Class 7 contains 6961 members 
Mstep: Class 8 contains 5172 members 
Mstep: Class 9 contains 8015 members 
Mstep: Class 10 contains 10466 members 
Mstep: Class 11 contains 9288 members 
Mstep: Class 12 contains 2805 members 
Mstep: Class 13 contains 10799 members 
Mstep: Class 14 contains 1043 members 
Mstep: Class 15 contains 11487 members 
Mstep: Class 16 contains 172 members 
Mstep: Class 17 contains 25162 members 
Mstep: Class 18 contains 24256 members 
Mstep: Class 19 contains 9191 members 
Mstep: Class 20 contains 35778 members 
Mstep: Class 21 contains 9020 members 
Mstep: Class 22 contains 6917 members 
Mstep: Class 23 contains 22208 members 
Mstep: Class 24 contains 6746 members 
Mstep: Class 25 contains 15811 members 
Mstep: Class 26 contains 904 members 
Mstep: Class 27 contains 58839 members 
Mstep: Class 28 contains 4790 members 
Mstep: Class 29 contains 634 members 
Mstep: Class 30 contains 35012 members 
Mstep: Class 31 contains 21753 members 
Mstep: Class 32 contains 674 members 
Mstep: Class 33 contains 80023 members 
Mstep: Class 34 contains 315 members 
Mstep: Class 35 contains 353 members 
Entering Unmasked Estep 
Score: -80993024.000000 Penalty: 69841.421875
Splitting cluster 26 changes total score from -80986712.000000 to -80993024.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 27 (58839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58839 members 
Entering Unmasked Estep 
Score: -7495597.000000 Penalty: 1634.204956
	Iteration 0F: 2 clusters Score -7495597 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29589 members 
Mstep: Class 2 contains 29250 members 
Entering Unmasked Estep 
Score: -7458861.500000 Penalty: 3268.409912
	Iteration 0F: 3 clusters Score -7458862 nChanged 27380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31333 members 
Mstep: Class 2 contains 27506 members 
Entering Unmasked Estep 
Score: -7473899.500000 Penalty: 3268.409912
	Iteration 1F: 3 clusters Score -7473900 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32514 members 
Mstep: Class 2 contains 26325 members 
Entering Unmasked Estep 
Score: -7474588.500000 Penalty: 3268.409912
	Iteration 2Q: 3 clusters Score -7474588 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34221 members 
Mstep: Class 2 contains 24618 members 
Entering Unmasked Estep 
Score: -7475459.500000 Penalty: 3268.409912
	Iteration 3Q: 3 clusters Score -7475460 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36628 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -7476717.500000 Penalty: 3268.409912
	Iteration 4Q: 3 clusters Score -7476718 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39905 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -7478571.000000 Penalty: 3268.409912
	Iteration 5F: 3 clusters Score -7478571 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44159 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -7481530.000000 Penalty: 3268.409912
	Iteration 6F: 3 clusters Score -7481530 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48808 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -7485268.000000 Penalty: 3268.409912
	Iteration 7F: 3 clusters Score -7485268 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53082 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -7488859.500000 Penalty: 3268.409912
	Iteration 8F: 3 clusters Score -7488860 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56013 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -7491546.500000 Penalty: 3268.409912
	Iteration 9Q: 3 clusters Score -7491546 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57648 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -7493110.500000 Penalty: 3268.409912
	Iteration 10Q: 3 clusters Score -7493110 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58274 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -7493758.500000 Penalty: 3268.409912
	Iteration 11Q: 3 clusters Score -7493758 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58468 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -7493998.000000 Penalty: 3268.409912
	Iteration 12Q: 3 clusters Score -7493998 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58528 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -7494103.000000 Penalty: 3268.409912
	Iteration 13Q: 3 clusters Score -7494103 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58560 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -7494167.500000 Penalty: 3268.409912
	Iteration 14Q: 3 clusters Score -7494168 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58572 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -7494200.500000 Penalty: 3268.409912
	Iteration 15Q: 3 clusters Score -7494200 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58579 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -7494233.500000 Penalty: 3268.409912
	Iteration 16Q: 3 clusters Score -7494234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58586 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -7494248.000000 Penalty: 3268.409912
	Iteration 17Q: 3 clusters Score -7494248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58585 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -7494250.500000 Penalty: 3268.409912
	Iteration 18Q: 3 clusters Score -7494250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58586 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -7494257.500000 Penalty: 3268.409912
	Iteration 19Q: 3 clusters Score -7494258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58590 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -7494263.500000 Penalty: 3268.409912
	Iteration 20F: 3 clusters Score -7494264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58593 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -7494270.500000 Penalty: 3268.409912
	Iteration 21Q: 3 clusters Score -7494270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58592 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -7494271.500000 Penalty: 3268.409912
	Iteration 22Q: 3 clusters Score -7494272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58592 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -7494271.500000 Penalty: 3268.409912
	Iteration 23F: 3 clusters Score -7494272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Entering Unmasked Estep 
Score: -555847.000000 Penalty: 1260.973755
	Iteration 0F: 2 clusters Score -555847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -552305.500000 Penalty: 2521.947510
	Iteration 0F: 3 clusters Score -552305.5 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -553363.062500 Penalty: 2521.947510
	Iteration 1F: 3 clusters Score -553363.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -553615.062500 Penalty: 2521.947510
	Iteration 2F: 3 clusters Score -553615.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -553817.250000 Penalty: 2521.947510
	Iteration 3F: 3 clusters Score -553817.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -553998.187500 Penalty: 2521.947510
	Iteration 4Q: 3 clusters Score -553998.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -554162.375000 Penalty: 2521.947510
	Iteration 5Q: 3 clusters Score -554162.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -554306.812500 Penalty: 2521.947510
	Iteration 6Q: 3 clusters Score -554306.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -554420.750000 Penalty: 2521.947510
	Iteration 7Q: 3 clusters Score -554420.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -554509.250000 Penalty: 2521.947510
	Iteration 8Q: 3 clusters Score -554509.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -554566.750000 Penalty: 2521.947510
	Iteration 9Q: 3 clusters Score -554566.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -554626.125000 Penalty: 2521.947510
	Iteration 10Q: 3 clusters Score -554626.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -554670.500000 Penalty: 2521.947510
	Iteration 11Q: 3 clusters Score -554670.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -554722.625000 Penalty: 2521.947510
	Iteration 12Q: 3 clusters Score -554722.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -554774.187500 Penalty: 2521.947510
	Iteration 13Q: 3 clusters Score -554774.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -554819.562500 Penalty: 2521.947510
	Iteration 14Q: 3 clusters Score -554819.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -554858.187500 Penalty: 2521.947510
	Iteration 15Q: 3 clusters Score -554858.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -554894.062500 Penalty: 2521.947510
	Iteration 16Q: 3 clusters Score -554894.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -554927.500000 Penalty: 2521.947510
	Iteration 17Q: 3 clusters Score -554927.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -554960.375000 Penalty: 2521.947510
	Iteration 18Q: 3 clusters Score -554960.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -554989.812500 Penalty: 2521.947510
	Iteration 19Q: 3 clusters Score -554989.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -555014.562500 Penalty: 2521.947510
	Iteration 20F: 3 clusters Score -555014.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -555034.125000 Penalty: 2521.947510
	Iteration 21Q: 3 clusters Score -555034.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -555053.687500 Penalty: 2521.947510
	Iteration 22Q: 3 clusters Score -555053.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -555072.062500 Penalty: 2521.947510
	Iteration 23Q: 3 clusters Score -555072.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -555085.562500 Penalty: 2521.947510
	Iteration 24Q: 3 clusters Score -555085.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -555100.437500 Penalty: 2521.947510
	Iteration 25Q: 3 clusters Score -555100.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -555111.812500 Penalty: 2521.947510
	Iteration 26Q: 3 clusters Score -555111.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -555126.875000 Penalty: 2521.947510
	Iteration 27Q: 3 clusters Score -555126.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -555146.812500 Penalty: 2521.947510
	Iteration 28Q: 3 clusters Score -555146.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -555167.000000 Penalty: 2521.947510
	Iteration 29Q: 3 clusters Score -555167 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -555191.062500 Penalty: 2521.947510
	Iteration 30Q: 3 clusters Score -555191.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -555210.000000 Penalty: 2521.947510
	Iteration 31Q: 3 clusters Score -555210 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -555222.875000 Penalty: 2521.947510
	Iteration 32Q: 3 clusters Score -555222.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -555237.875000 Penalty: 2521.947510
	Iteration 33Q: 3 clusters Score -555237.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -555251.125000 Penalty: 2521.947510
	Iteration 34Q: 3 clusters Score -555251.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -555264.500000 Penalty: 2521.947510
	Iteration 35Q: 3 clusters Score -555264.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -555276.875000 Penalty: 2521.947510
	Iteration 36Q: 3 clusters Score -555276.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -555291.500000 Penalty: 2521.947510
	Iteration 37Q: 3 clusters Score -555291.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -555308.187500 Penalty: 2521.947510
	Iteration 38Q: 3 clusters Score -555308.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -555318.062500 Penalty: 2521.947510
	Iteration 39Q: 3 clusters Score -555318.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -555327.312500 Penalty: 2521.947510
	Iteration 40F: 3 clusters Score -555327.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -555335.187500 Penalty: 2521.947510
	Iteration 41Q: 3 clusters Score -555335.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -555340.000000 Penalty: 2521.947510
	Iteration 42Q: 3 clusters Score -555340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -555344.437500 Penalty: 2521.947510
	Iteration 43Q: 3 clusters Score -555344.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -555348.812500 Penalty: 2521.947510
	Iteration 44Q: 3 clusters Score -555348.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -555355.187500 Penalty: 2521.947510
	Iteration 45Q: 3 clusters Score -555355.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -555358.187500 Penalty: 2521.947510
	Iteration 46Q: 3 clusters Score -555358.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -555362.562500 Penalty: 2521.947510
	Iteration 47Q: 3 clusters Score -555362.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -555366.812500 Penalty: 2521.947510
	Iteration 48Q: 3 clusters Score -555366.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -555371.250000 Penalty: 2521.947510
	Iteration 49Q: 3 clusters Score -555371.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -555373.875000 Penalty: 2521.947510
	Iteration 50Q: 3 clusters Score -555373.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -555375.062500 Penalty: 2521.947510
	Iteration 51Q: 3 clusters Score -555375.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -555374.812500 Penalty: 2521.947510
	Iteration 52Q: 3 clusters Score -555374.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -555376.437500 Penalty: 2521.947510
	Iteration 53Q: 3 clusters Score -555376.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -555377.062500 Penalty: 2521.947510
	Iteration 54Q: 3 clusters Score -555377.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -555377.437500 Penalty: 2521.947510
	Iteration 55Q: 3 clusters Score -555377.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -555377.625000 Penalty: 2521.947510
	Iteration 56Q: 3 clusters Score -555377.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -555376.812500 Penalty: 2521.947510
	Iteration 57Q: 3 clusters Score -555376.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -555377.062500 Penalty: 2521.947510
	Iteration 58Q: 3 clusters Score -555377.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -555377.062500 Penalty: 2521.947510
	Iteration 59F: 3 clusters Score -555377.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Entering Unmasked Estep 
Score: -40791.554688 Penalty: 960.064880
	Iteration 0F: 2 clusters Score -40791.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -40040.730469 Penalty: 1920.129761
	Iteration 0F: 3 clusters Score -40040.73 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -40640.824219 Penalty: 1920.129761
	Iteration 1F: 3 clusters Score -40640.82 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -40874.585938 Penalty: 1920.129761
	Iteration 2F: 3 clusters Score -40874.59 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -41008.257812 Penalty: 1920.129761
	Iteration 3Q: 3 clusters Score -41008.26 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -41126.339844 Penalty: 1920.129761
	Iteration 4Q: 3 clusters Score -41126.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -41241.167969 Penalty: 1920.129761
	Iteration 5Q: 3 clusters Score -41241.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -41326.179688 Penalty: 1920.129761
	Iteration 6Q: 3 clusters Score -41326.18 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -41425.093750 Penalty: 1920.129761
	Iteration 7Q: 3 clusters Score -41425.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -41465.843750 Penalty: 1920.129761
	Iteration 8Q: 3 clusters Score -41465.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -41498.156250 Penalty: 1920.129761
	Iteration 9Q: 3 clusters Score -41498.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -41528.312500 Penalty: 1920.129761
	Iteration 10Q: 3 clusters Score -41528.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -41531.656250 Penalty: 1920.129761
	Iteration 11F: 3 clusters Score -41531.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -41533.769531 Penalty: 1920.129761
	Iteration 12Q: 3 clusters Score -41533.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -41533.769531 Penalty: 1920.129761
	Iteration 13F: 3 clusters Score -41533.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 75241 members 
Mstep: Class 2 contains 41417 members 
Mstep: Class 3 contains 4968 members 
Mstep: Class 4 contains 2766 members 
Mstep: Class 5 contains 67792 members 
Mstep: Class 6 contains 50126 members 
Mstep: Class 7 contains 6961 members 
Mstep: Class 8 contains 5172 members 
Mstep: Class 9 contains 8015 members 
Mstep: Class 10 contains 10466 members 
Mstep: Class 11 contains 9288 members 
Mstep: Class 12 contains 2805 members 
Mstep: Class 13 contains 10799 members 
Mstep: Class 14 contains 1043 members 
Mstep: Class 15 contains 11487 members 
Mstep: Class 16 contains 172 members 
Mstep: Class 17 contains 25162 members 
Mstep: Class 18 contains 24256 members 
Mstep: Class 19 contains 9191 members 
Mstep: Class 20 contains 35778 members 
Mstep: Class 21 contains 9020 members 
Mstep: Class 22 contains 6917 members 
Mstep: Class 23 contains 22208 members 
Mstep: Class 24 contains 6746 members 
Mstep: Class 25 contains 15811 members 
Mstep: Class 26 contains 904 members 
Mstep: Class 27 contains 58839 members 
Mstep: Class 28 contains 4790 members 
Mstep: Class 29 contains 421 members 
Mstep: Class 30 contains 35012 members 
Mstep: Class 31 contains 21753 members 
Mstep: Class 32 contains 674 members 
Mstep: Class 33 contains 80023 members 
Mstep: Class 34 contains 315 members 
Mstep: Class 35 contains 353 members 
Mstep: Class 36 contains 213 members 
Entering Unmasked Estep 
Score: -80992800.000000 Penalty: 71836.898438
Splitting cluster 29 changes total score from -80986712.000000 to -80992800.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 30 (35012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35012 members 
Entering Unmasked Estep 
Score: -4427603.000000 Penalty: 1556.960693
	Iteration 0F: 2 clusters Score -4427603 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -4404825.000000 Penalty: 3113.921387
	Iteration 0F: 3 clusters Score -4404825 nChanged 15800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -4413397.000000 Penalty: 3113.921387
	Iteration 1F: 3 clusters Score -4413397 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -4413913.500000 Penalty: 3113.921387
	Iteration 2Q: 3 clusters Score -4413914 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -4414477.500000 Penalty: 3113.921387
	Iteration 3Q: 3 clusters Score -4414478 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -4415116.000000 Penalty: 3113.921387
	Iteration 4Q: 3 clusters Score -4415116 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -4415792.000000 Penalty: 3113.921387
	Iteration 5Q: 3 clusters Score -4415792 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -4416511.000000 Penalty: 3113.921387
	Iteration 6Q: 3 clusters Score -4416511 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -4417344.000000 Penalty: 3113.921387
	Iteration 7Q: 3 clusters Score -4417344 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -4418191.500000 Penalty: 3113.921387
	Iteration 8Q: 3 clusters Score -4418192 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -4419067.000000 Penalty: 3113.921387
	Iteration 9Q: 3 clusters Score -4419067 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 21171 members 
Entering Unmasked Estep 
Score: -4419862.500000 Penalty: 3113.921387
	Iteration 10Q: 3 clusters Score -4419862 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 22206 members 
Entering Unmasked Estep 
Score: -4420647.000000 Penalty: 3113.921387
	Iteration 11Q: 3 clusters Score -4420647 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 23342 members 
Entering Unmasked Estep 
Score: -4421360.000000 Penalty: 3113.921387
	Iteration 12Q: 3 clusters Score -4421360 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 24478 members 
Entering Unmasked Estep 
Score: -4422063.000000 Penalty: 3113.921387
	Iteration 13Q: 3 clusters Score -4422063 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 25672 members 
Entering Unmasked Estep 
Score: -4422737.500000 Penalty: 3113.921387
	Iteration 14Q: 3 clusters Score -4422738 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 26826 members 
Entering Unmasked Estep 
Score: -4423337.000000 Penalty: 3113.921387
	Iteration 15Q: 3 clusters Score -4423337 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 27902 members 
Entering Unmasked Estep 
Score: -4423898.500000 Penalty: 3113.921387
	Iteration 16Q: 3 clusters Score -4423898 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 28898 members 
Entering Unmasked Estep 
Score: -4424393.500000 Penalty: 3113.921387
	Iteration 17Q: 3 clusters Score -4424394 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 29799 members 
Entering Unmasked Estep 
Score: -4424827.000000 Penalty: 3113.921387
	Iteration 18Q: 3 clusters Score -4424827 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 30586 members 
Entering Unmasked Estep 
Score: -4425203.000000 Penalty: 3113.921387
	Iteration 19Q: 3 clusters Score -4425203 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 31226 members 
Entering Unmasked Estep 
Score: -4425468.500000 Penalty: 3113.921387
	Iteration 20F: 3 clusters Score -4425468 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 31728 members 
Entering Unmasked Estep 
Score: -4425656.000000 Penalty: 3113.921387
	Iteration 21Q: 3 clusters Score -4425656 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 32135 members 
Entering Unmasked Estep 
Score: -4425845.500000 Penalty: 3113.921387
	Iteration 22Q: 3 clusters Score -4425846 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 32464 members 
Entering Unmasked Estep 
Score: -4425989.000000 Penalty: 3113.921387
	Iteration 23Q: 3 clusters Score -4425989 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 32729 members 
Entering Unmasked Estep 
Score: -4426099.000000 Penalty: 3113.921387
	Iteration 24Q: 3 clusters Score -4426099 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 32932 members 
Entering Unmasked Estep 
Score: -4426181.000000 Penalty: 3113.921387
	Iteration 25Q: 3 clusters Score -4426181 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 33094 members 
Entering Unmasked Estep 
Score: -4426274.500000 Penalty: 3113.921387
	Iteration 26Q: 3 clusters Score -4426274 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 33237 members 
Entering Unmasked Estep 
Score: -4426341.500000 Penalty: 3113.921387
	Iteration 27Q: 3 clusters Score -4426342 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 33361 members 
Entering Unmasked Estep 
Score: -4426412.500000 Penalty: 3113.921387
	Iteration 28Q: 3 clusters Score -4426412 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 33470 members 
Entering Unmasked Estep 
Score: -4426456.000000 Penalty: 3113.921387
	Iteration 29Q: 3 clusters Score -4426456 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 33563 members 
Entering Unmasked Estep 
Score: -4426507.500000 Penalty: 3113.921387
	Iteration 30Q: 3 clusters Score -4426508 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 33636 members 
Entering Unmasked Estep 
Score: -4426541.500000 Penalty: 3113.921387
	Iteration 31Q: 3 clusters Score -4426542 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 33696 members 
Entering Unmasked Estep 
Score: -4426574.500000 Penalty: 3113.921387
	Iteration 32Q: 3 clusters Score -4426574 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 33737 members 
Entering Unmasked Estep 
Score: -4426587.000000 Penalty: 3113.921387
	Iteration 33Q: 3 clusters Score -4426587 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 33779 members 
Entering Unmasked Estep 
Score: -4426606.500000 Penalty: 3113.921387
	Iteration 34Q: 3 clusters Score -4426606 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 33813 members 
Entering Unmasked Estep 
Score: -4426615.500000 Penalty: 3113.921387
	Iteration 35Q: 3 clusters Score -4426616 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 33829 members 
Entering Unmasked Estep 
Score: -4426625.500000 Penalty: 3113.921387
	Iteration 36Q: 3 clusters Score -4426626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 33845 members 
Entering Unmasked Estep 
Score: -4426634.000000 Penalty: 3113.921387
	Iteration 37Q: 3 clusters Score -4426634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 33856 members 
Entering Unmasked Estep 
Score: -4426635.000000 Penalty: 3113.921387
	Iteration 38Q: 3 clusters Score -4426635 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 33867 members 
Entering Unmasked Estep 
Score: -4426636.000000 Penalty: 3113.921387
	Iteration 39Q: 3 clusters Score -4426636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 33877 members 
Entering Unmasked Estep 
Score: -4426635.500000 Penalty: 3113.921387
	Iteration 40F: 3 clusters Score -4426636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 33883 members 
Entering Unmasked Estep 
Score: -4426643.000000 Penalty: 3113.921387
	Iteration 41Q: 3 clusters Score -4426643 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 33892 members 
Entering Unmasked Estep 
Score: -4426635.500000 Penalty: 3113.921387
	Iteration 42Q: 3 clusters Score -4426636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 33897 members 
Entering Unmasked Estep 
Score: -4426637.500000 Penalty: 3113.921387
	Iteration 43Q: 3 clusters Score -4426638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 33899 members 
Entering Unmasked Estep 
Score: -4426638.000000 Penalty: 3113.921387
	Iteration 44Q: 3 clusters Score -4426638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 33903 members 
Entering Unmasked Estep 
Score: -4426634.500000 Penalty: 3113.921387
	Iteration 45Q: 3 clusters Score -4426634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 33904 members 
Entering Unmasked Estep 
Score: -4426635.500000 Penalty: 3113.921387
	Iteration 46Q: 3 clusters Score -4426636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 33906 members 
Entering Unmasked Estep 
Score: -4426634.000000 Penalty: 3113.921387
	Iteration 47Q: 3 clusters Score -4426634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 33908 members 
Entering Unmasked Estep 
Score: -4426639.500000 Penalty: 3113.921387
	Iteration 48Q: 3 clusters Score -4426640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 33908 members 
Entering Unmasked Estep 
Score: -4426639.500000 Penalty: 3113.921387
	Iteration 49F: 3 clusters Score -4426640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (21753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Entering Unmasked Estep 
Score: -2765145.750000 Penalty: 1486.140991
	Iteration 0F: 2 clusters Score -2765146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -2751013.250000 Penalty: 2972.281982
	Iteration 0F: 3 clusters Score -2751013 nChanged 9621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -2756162.750000 Penalty: 2972.281982
	Iteration 1F: 3 clusters Score -2756163 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -2756537.500000 Penalty: 2972.281982
	Iteration 2F: 3 clusters Score -2756538 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -2756841.250000 Penalty: 2972.281982
	Iteration 3Q: 3 clusters Score -2756841 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -2757129.250000 Penalty: 2972.281982
	Iteration 4Q: 3 clusters Score -2757129 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -2757476.500000 Penalty: 2972.281982
	Iteration 5Q: 3 clusters Score -2757476 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -2757884.750000 Penalty: 2972.281982
	Iteration 6Q: 3 clusters Score -2757885 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -2758433.750000 Penalty: 2972.281982
	Iteration 7Q: 3 clusters Score -2758434 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -2759259.500000 Penalty: 2972.281982
	Iteration 8F: 3 clusters Score -2759260 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -2760351.750000 Penalty: 2972.281982
	Iteration 9F: 3 clusters Score -2760352 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -2761483.000000 Penalty: 2972.281982
	Iteration 10F: 3 clusters Score -2761483 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19709 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -2762426.000000 Penalty: 2972.281982
	Iteration 11F: 3 clusters Score -2762426 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20448 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2763099.500000 Penalty: 2972.281982
	Iteration 12Q: 3 clusters Score -2763100 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2763484.000000 Penalty: 2972.281982
	Iteration 13Q: 3 clusters Score -2763484 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2763702.750000 Penalty: 2972.281982
	Iteration 14Q: 3 clusters Score -2763703 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21210 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -2763809.500000 Penalty: 2972.281982
	Iteration 15Q: 3 clusters Score -2763810 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -2763875.000000 Penalty: 2972.281982
	Iteration 16Q: 3 clusters Score -2763875 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21313 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2763927.500000 Penalty: 2972.281982
	Iteration 17Q: 3 clusters Score -2763928 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2763965.250000 Penalty: 2972.281982
	Iteration 18Q: 3 clusters Score -2763965 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2763985.000000 Penalty: 2972.281982
	Iteration 19Q: 3 clusters Score -2763985 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2764004.000000 Penalty: 2972.281982
	Iteration 20F: 3 clusters Score -2764004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2764008.500000 Penalty: 2972.281982
	Iteration 21Q: 3 clusters Score -2764008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2764011.750000 Penalty: 2972.281982
	Iteration 22Q: 3 clusters Score -2764012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2764010.500000 Penalty: 2972.281982
	Iteration 23Q: 3 clusters Score -2764010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2764010.500000 Penalty: 2972.281982
	Iteration 24F: 3 clusters Score -2764010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Entering Unmasked Estep 
Score: -59700.703125 Penalty: 969.168701
	Iteration 0F: 2 clusters Score -59700.7 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 354 members 
Entering Unmasked Estep 
Score: -58757.246094 Penalty: 1938.337402
	Iteration 0F: 3 clusters Score -58757.25 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -59060.656250 Penalty: 1938.337402
	Iteration 1F: 3 clusters Score -59060.66 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -59202.324219 Penalty: 1938.337402
	Iteration 2F: 3 clusters Score -59202.32 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -59358.980469 Penalty: 1938.337402
	Iteration 3F: 3 clusters Score -59358.98 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -59440.656250 Penalty: 1938.337402
	Iteration 4Q: 3 clusters Score -59440.66 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -59517.855469 Penalty: 1938.337402
	Iteration 5Q: 3 clusters Score -59517.86 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -59589.394531 Penalty: 1938.337402
	Iteration 6Q: 3 clusters Score -59589.39 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -59631.968750 Penalty: 1938.337402
	Iteration 7Q: 3 clusters Score -59631.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -59678.851562 Penalty: 1938.337402
	Iteration 8Q: 3 clusters Score -59678.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -59721.039062 Penalty: 1938.337402
	Iteration 9Q: 3 clusters Score -59721.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -59742.820312 Penalty: 1938.337402
	Iteration 10Q: 3 clusters Score -59742.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -59777.945312 Penalty: 1938.337402
	Iteration 11Q: 3 clusters Score -59777.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -59805.371094 Penalty: 1938.337402
	Iteration 12Q: 3 clusters Score -59805.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -59835.296875 Penalty: 1938.337402
	Iteration 13Q: 3 clusters Score -59835.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -59852.492188 Penalty: 1938.337402
	Iteration 14Q: 3 clusters Score -59852.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -59868.093750 Penalty: 1938.337402
	Iteration 15Q: 3 clusters Score -59868.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -59889.679688 Penalty: 1938.337402
	Iteration 16Q: 3 clusters Score -59889.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -59907.628906 Penalty: 1938.337402
	Iteration 17Q: 3 clusters Score -59907.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -59914.621094 Penalty: 1938.337402
	Iteration 18Q: 3 clusters Score -59914.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -59944.054688 Penalty: 1938.337402
	Iteration 19Q: 3 clusters Score -59944.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -59966.511719 Penalty: 1938.337402
	Iteration 20F: 3 clusters Score -59966.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -59983.640625 Penalty: 1938.337402
	Iteration 21Q: 3 clusters Score -59983.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -60004.953125 Penalty: 1938.337402
	Iteration 22Q: 3 clusters Score -60004.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -60034.476562 Penalty: 1938.337402
	Iteration 23Q: 3 clusters Score -60034.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -60038.300781 Penalty: 1938.337402
	Iteration 24Q: 3 clusters Score -60038.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -60043.203125 Penalty: 1938.337402
	Iteration 25Q: 3 clusters Score -60043.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -60043.203125 Penalty: 1938.337402
	Iteration 26F: 3 clusters Score -60043.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 75241 members 
Mstep: Class 2 contains 41417 members 
Mstep: Class 3 contains 4968 members 
Mstep: Class 4 contains 2766 members 
Mstep: Class 5 contains 67792 members 
Mstep: Class 6 contains 50126 members 
Mstep: Class 7 contains 6961 members 
Mstep: Class 8 contains 5172 members 
Mstep: Class 9 contains 8015 members 
Mstep: Class 10 contains 10466 members 
Mstep: Class 11 contains 9288 members 
Mstep: Class 12 contains 2805 members 
Mstep: Class 13 contains 10799 members 
Mstep: Class 14 contains 1043 members 
Mstep: Class 15 contains 11487 members 
Mstep: Class 16 contains 172 members 
Mstep: Class 17 contains 25162 members 
Mstep: Class 18 contains 24256 members 
Mstep: Class 19 contains 9191 members 
Mstep: Class 20 contains 35778 members 
Mstep: Class 21 contains 9020 members 
Mstep: Class 22 contains 6917 members 
Mstep: Class 23 contains 22208 members 
Mstep: Class 24 contains 6746 members 
Mstep: Class 25 contains 15811 members 
Mstep: Class 26 contains 904 members 
Mstep: Class 27 contains 58839 members 
Mstep: Class 28 contains 4790 members 
Mstep: Class 29 contains 421 members 
Mstep: Class 30 contains 35012 members 
Mstep: Class 31 contains 21753 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 80023 members 
Mstep: Class 34 contains 315 members 
Mstep: Class 35 contains 353 members 
Mstep: Class 36 contains 213 members 
Mstep: Class 37 contains 436 members 
Entering Unmasked Estep 
Score: -80992088.000000 Penalty: 73832.367188
Splitting cluster 32 changes total score from -80986712.000000 to -80992088.000000
So it's getting split into cluster 37.
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 75241 members 
Mstep: Class 2 contains 41417 members 
Mstep: Class 3 contains 4968 members 
Mstep: Class 4 contains 2766 members 
Mstep: Class 5 contains 67792 members 
Mstep: Class 6 contains 50126 members 
Mstep: Class 7 contains 6961 members 
Mstep: Class 8 contains 5172 members 
Mstep: Class 9 contains 8015 members 
Mstep: Class 10 contains 10466 members 
Mstep: Class 11 contains 9288 members 
Mstep: Class 12 contains 2805 members 
Mstep: Class 13 contains 10799 members 
Mstep: Class 14 contains 1043 members 
Mstep: Class 15 contains 11487 members 
Mstep: Class 16 contains 172 members 
Mstep: Class 17 contains 25162 members 
Mstep: Class 18 contains 24256 members 
Mstep: Class 19 contains 9191 members 
Mstep: Class 20 contains 35778 members 
Mstep: Class 21 contains 9020 members 
Mstep: Class 22 contains 6917 members 
Mstep: Class 23 contains 22208 members 
Mstep: Class 24 contains 6746 members 
Mstep: Class 25 contains 15811 members 
Mstep: Class 26 contains 904 members 
Mstep: Class 27 contains 58839 members 
Mstep: Class 28 contains 4790 members 
Mstep: Class 29 contains 421 members 
Mstep: Class 30 contains 35012 members 
Mstep: Class 31 contains 21753 members 
Mstep: Class 32 contains 238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992704.000000 Penalty: 73832.367188
Iteration 119Q: 38 clusters Score -8.09927e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 75353 members 
Mstep: Class 2 contains 41419 members 
Mstep: Class 3 contains 5259 members 
Mstep: Class 4 contains 2765 members 
Mstep: Class 5 contains 67791 members 
Mstep: Class 6 contains 50319 members 
Mstep: Class 7 contains 6961 members 
Mstep: Class 8 contains 5180 members 
Mstep: Class 9 contains 8024 members 
Mstep: Class 10 contains 10454 members 
Mstep: Class 11 contains 9287 members 
Mstep: Class 12 contains 2806 members 
Mstep: Class 13 contains 10798 members 
Mstep: Class 14 contains 1044 members 
Mstep: Class 15 contains 11491 members 
Mstep: Class 16 contains 175 members 
Mstep: Class 17 contains 25163 members 
Mstep: Class 18 contains 24256 members 
Mstep: Class 19 contains 9260 members 
Mstep: Class 20 contains 35780 members 
Mstep: Class 21 contains 9015 members 
Mstep: Class 22 contains 6903 members 
Mstep: Class 23 contains 22208 members 
Mstep: Class 24 contains 6740 members 
Mstep: Class 25 contains 15830 members 
Mstep: Class 26 contains 903 members 
Mstep: Class 27 contains 58977 members 
Mstep: Class 28 contains 4792 members 
Mstep: Class 29 contains 425 members 
Mstep: Class 30 contains 35013 members 
Mstep: Class 31 contains 21753 members 
Mstep: Class 32 contains 238 members 
Mstep: Class 33 contains 79211 members 
Mstep: Class 34 contains 310 members 
Mstep: Class 35 contains 353 members 
Mstep: Class 36 contains 215 members 
Mstep: Class 37 contains 433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993448.000000 Penalty: 73832.367188
Iteration 120F: 38 clusters Score -8.099345e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 75473 members 
Mstep: Class 2 contains 41398 members 
Mstep: Class 3 contains 5380 members 
Mstep: Class 4 contains 2763 members 
Mstep: Class 5 contains 67790 members 
Mstep: Class 6 contains 49841 members 
Mstep: Class 7 contains 6961 members 
Mstep: Class 8 contains 5185 members 
Mstep: Class 9 contains 8027 members 
Mstep: Class 10 contains 10440 members 
Mstep: Class 11 contains 9287 members 
Mstep: Class 12 contains 2807 members 
Mstep: Class 13 contains 10799 members 
Mstep: Class 14 contains 1017 members 
Mstep: Class 15 contains 11490 members 
Mstep: Class 16 contains 180 members 
Mstep: Class 17 contains 25160 members 
Mstep: Class 18 contains 24257 members 
Mstep: Class 19 contains 9074 members 
Mstep: Class 20 contains 35782 members 
Mstep: Class 21 contains 9012 members 
Mstep: Class 22 contains 6892 members 
Mstep: Class 23 contains 22207 members 
Mstep: Class 24 contains 6738 members 
Mstep: Class 25 contains 15841 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 58872 members 
Mstep: Class 28 contains 4795 members 
Mstep: Class 29 contains 424 members 
Mstep: Class 30 contains 35021 members 
Mstep: Class 31 contains 21753 members 
Mstep: Class 32 contains 242 members 
Mstep: Class 33 contains 79761 members 
Mstep: Class 34 contains 307 members 
Mstep: Class 35 contains 382 members 
Mstep: Class 36 contains 217 members 
Mstep: Class 37 contains 431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993744.000000 Penalty: 73832.367188
Iteration 121Q: 38 clusters Score -8.099374e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 75598 members 
Mstep: Class 2 contains 41391 members 
Mstep: Class 3 contains 5481 members 
Mstep: Class 4 contains 2765 members 
Mstep: Class 5 contains 67792 members 
Mstep: Class 6 contains 49477 members 
Mstep: Class 7 contains 6961 members 
Mstep: Class 8 contains 5191 members 
Mstep: Class 9 contains 8031 members 
Mstep: Class 10 contains 10423 members 
Mstep: Class 11 contains 9287 members 
Mstep: Class 12 contains 2806 members 
Mstep: Class 13 contains 10799 members 
Mstep: Class 14 contains 1029 members 
Mstep: Class 15 contains 11494 members 
Mstep: Class 16 contains 182 members 
Mstep: Class 17 contains 25144 members 
Mstep: Class 18 contains 24257 members 
Mstep: Class 19 contains 8937 members 
Mstep: Class 20 contains 35776 members 
Mstep: Class 21 contains 9009 members 
Mstep: Class 22 contains 6882 members 
Mstep: Class 23 contains 22205 members 
Mstep: Class 24 contains 6729 members 
Mstep: Class 25 contains 15850 members 
Mstep: Class 26 contains 899 members 
Mstep: Class 27 contains 58735 members 
Mstep: Class 28 contains 4797 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35028 members 
Mstep: Class 31 contains 21753 members 
Mstep: Class 32 contains 242 members 
Mstep: Class 33 contains 80180 members 
Mstep: Class 34 contains 304 members 
Mstep: Class 35 contains 397 members 
Mstep: Class 36 contains 220 members 
Mstep: Class 37 contains 431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994040.000000 Penalty: 73832.367188
Iteration 122Q: 38 clusters Score -8.099404e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 75730 members 
Mstep: Class 2 contains 41386 members 
Mstep: Class 3 contains 5574 members 
Mstep: Class 4 contains 2759 members 
Mstep: Class 5 contains 67788 members 
Mstep: Class 6 contains 49195 members 
Mstep: Class 7 contains 6961 members 
Mstep: Class 8 contains 5198 members 
Mstep: Class 9 contains 8034 members 
Mstep: Class 10 contains 10405 members 
Mstep: Class 11 contains 9286 members 
Mstep: Class 12 contains 2807 members 
Mstep: Class 13 contains 10796 members 
Mstep: Class 14 contains 1069 members 
Mstep: Class 15 contains 11497 members 
Mstep: Class 16 contains 183 members 
Mstep: Class 17 contains 25126 members 
Mstep: Class 18 contains 24256 members 
Mstep: Class 19 contains 8823 members 
Mstep: Class 20 contains 35775 members 
Mstep: Class 21 contains 9009 members 
Mstep: Class 22 contains 6870 members 
Mstep: Class 23 contains 22200 members 
Mstep: Class 24 contains 6716 members 
Mstep: Class 25 contains 15860 members 
Mstep: Class 26 contains 899 members 
Mstep: Class 27 contains 58567 members 
Mstep: Class 28 contains 4801 members 
Mstep: Class 29 contains 423 members 
Mstep: Class 30 contains 35024 members 
Mstep: Class 31 contains 21752 members 
Mstep: Class 32 contains 242 members 
Mstep: Class 33 contains 80534 members 
Mstep: Class 34 contains 302 members 
Mstep: Class 35 contains 406 members 
Mstep: Class 36 contains 220 members 
Mstep: Class 37 contains 431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993992.000000 Penalty: 73832.367188
Iteration 123Q: 38 clusters Score -8.099399e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 75845 members 
Mstep: Class 2 contains 41373 members 
Mstep: Class 3 contains 5649 members 
Mstep: Class 4 contains 2755 members 
Mstep: Class 5 contains 67784 members 
Mstep: Class 6 contains 48956 members 
Mstep: Class 7 contains 6962 members 
Mstep: Class 8 contains 5207 members 
Mstep: Class 9 contains 8038 members 
Mstep: Class 10 contains 10378 members 
Mstep: Class 11 contains 9286 members 
Mstep: Class 12 contains 2809 members 
Mstep: Class 13 contains 10794 members 
Mstep: Class 14 contains 1118 members 
Mstep: Class 15 contains 11504 members 
Mstep: Class 16 contains 184 members 
Mstep: Class 17 contains 25108 members 
Mstep: Class 18 contains 24254 members 
Mstep: Class 19 contains 8738 members 
Mstep: Class 20 contains 35771 members 
Mstep: Class 21 contains 9010 members 
Mstep: Class 22 contains 6858 members 
Mstep: Class 23 contains 22198 members 
Mstep: Class 24 contains 6705 members 
Mstep: Class 25 contains 15861 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 58428 members 
Mstep: Class 28 contains 4801 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35028 members 
Mstep: Class 31 contains 21752 members 
Mstep: Class 32 contains 242 members 
Mstep: Class 33 contains 80823 members 
Mstep: Class 34 contains 298 members 
Mstep: Class 35 contains 414 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994056.000000 Penalty: 73832.367188
Iteration 124Q: 38 clusters Score -8.099406e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 75926 members 
Mstep: Class 2 contains 41367 members 
Mstep: Class 3 contains 5708 members 
Mstep: Class 4 contains 2754 members 
Mstep: Class 5 contains 67781 members 
Mstep: Class 6 contains 48753 members 
Mstep: Class 7 contains 6963 members 
Mstep: Class 8 contains 5221 members 
Mstep: Class 9 contains 8037 members 
Mstep: Class 10 contains 10357 members 
Mstep: Class 11 contains 9283 members 
Mstep: Class 12 contains 2811 members 
Mstep: Class 13 contains 10792 members 
Mstep: Class 14 contains 1162 members 
Mstep: Class 15 contains 11517 members 
Mstep: Class 16 contains 185 members 
Mstep: Class 17 contains 25091 members 
Mstep: Class 18 contains 24254 members 
Mstep: Class 19 contains 8671 members 
Mstep: Class 20 contains 35760 members 
Mstep: Class 21 contains 9010 members 
Mstep: Class 22 contains 6844 members 
Mstep: Class 23 contains 22198 members 
Mstep: Class 24 contains 6695 members 
Mstep: Class 25 contains 15872 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 58318 members 
Mstep: Class 28 contains 4800 members 
Mstep: Class 29 contains 423 members 
Mstep: Class 30 contains 35034 members 
Mstep: Class 31 contains 21751 members 
Mstep: Class 32 contains 242 members 
Mstep: Class 33 contains 81059 members 
Mstep: Class 34 contains 297 members 
Mstep: Class 35 contains 418 members 
Mstep: Class 36 contains 221 members 
Mstep: Class 37 contains 431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993952.000000 Penalty: 73832.367188
Iteration 125Q: 38 clusters Score -8.099395e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 76002 members 
Mstep: Class 2 contains 41373 members 
Mstep: Class 3 contains 5761 members 
Mstep: Class 4 contains 2754 members 
Mstep: Class 5 contains 67780 members 
Mstep: Class 6 contains 48571 members 
Mstep: Class 7 contains 6964 members 
Mstep: Class 8 contains 5230 members 
Mstep: Class 9 contains 8040 members 
Mstep: Class 10 contains 10336 members 
Mstep: Class 11 contains 9284 members 
Mstep: Class 12 contains 2813 members 
Mstep: Class 13 contains 10794 members 
Mstep: Class 14 contains 1203 members 
Mstep: Class 15 contains 11528 members 
Mstep: Class 16 contains 186 members 
Mstep: Class 17 contains 25072 members 
Mstep: Class 18 contains 24248 members 
Mstep: Class 19 contains 8606 members 
Mstep: Class 20 contains 35755 members 
Mstep: Class 21 contains 9009 members 
Mstep: Class 22 contains 6830 members 
Mstep: Class 23 contains 22194 members 
Mstep: Class 24 contains 6682 members 
Mstep: Class 25 contains 15882 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 58205 members 
Mstep: Class 28 contains 4798 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35038 members 
Mstep: Class 31 contains 21750 members 
Mstep: Class 32 contains 242 members 
Mstep: Class 33 contains 81284 members 
Mstep: Class 34 contains 296 members 
Mstep: Class 35 contains 421 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994128.000000 Penalty: 73832.367188
Iteration 126Q: 38 clusters Score -8.099413e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 76052 members 
Mstep: Class 2 contains 41379 members 
Mstep: Class 3 contains 5823 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 67772 members 
Mstep: Class 6 contains 48418 members 
Mstep: Class 7 contains 6964 members 
Mstep: Class 8 contains 5240 members 
Mstep: Class 9 contains 8042 members 
Mstep: Class 10 contains 10321 members 
Mstep: Class 11 contains 9284 members 
Mstep: Class 12 contains 2814 members 
Mstep: Class 13 contains 10792 members 
Mstep: Class 14 contains 1250 members 
Mstep: Class 15 contains 11538 members 
Mstep: Class 16 contains 186 members 
Mstep: Class 17 contains 25049 members 
Mstep: Class 18 contains 24247 members 
Mstep: Class 19 contains 8538 members 
Mstep: Class 20 contains 35748 members 
Mstep: Class 21 contains 9009 members 
Mstep: Class 22 contains 6812 members 
Mstep: Class 23 contains 22194 members 
Mstep: Class 24 contains 6665 members 
Mstep: Class 25 contains 15903 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 58118 members 
Mstep: Class 28 contains 4796 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35048 members 
Mstep: Class 31 contains 21750 members 
Mstep: Class 32 contains 242 members 
Mstep: Class 33 contains 81467 members 
Mstep: Class 34 contains 296 members 
Mstep: Class 35 contains 421 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994272.000000 Penalty: 73832.367188
Iteration 127Q: 38 clusters Score -8.099427e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 76073 members 
Mstep: Class 2 contains 41397 members 
Mstep: Class 3 contains 5890 members 
Mstep: Class 4 contains 2756 members 
Mstep: Class 5 contains 67766 members 
Mstep: Class 6 contains 48289 members 
Mstep: Class 7 contains 6964 members 
Mstep: Class 8 contains 5249 members 
Mstep: Class 9 contains 8044 members 
Mstep: Class 10 contains 10295 members 
Mstep: Class 11 contains 9285 members 
Mstep: Class 12 contains 2816 members 
Mstep: Class 13 contains 10789 members 
Mstep: Class 14 contains 1287 members 
Mstep: Class 15 contains 11550 members 
Mstep: Class 16 contains 186 members 
Mstep: Class 17 contains 25026 members 
Mstep: Class 18 contains 24244 members 
Mstep: Class 19 contains 8490 members 
Mstep: Class 20 contains 35740 members 
Mstep: Class 21 contains 9007 members 
Mstep: Class 22 contains 6804 members 
Mstep: Class 23 contains 22192 members 
Mstep: Class 24 contains 6648 members 
Mstep: Class 25 contains 15922 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 58050 members 
Mstep: Class 28 contains 4796 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35049 members 
Mstep: Class 31 contains 21749 members 
Mstep: Class 32 contains 242 members 
Mstep: Class 33 contains 81617 members 
Mstep: Class 34 contains 296 members 
Mstep: Class 35 contains 423 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994048.000000 Penalty: 73832.367188
Iteration 128Q: 38 clusters Score -8.099405e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 76075 members 
Mstep: Class 2 contains 41409 members 
Mstep: Class 3 contains 5955 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 67763 members 
Mstep: Class 6 contains 48159 members 
Mstep: Class 7 contains 6964 members 
Mstep: Class 8 contains 5257 members 
Mstep: Class 9 contains 8046 members 
Mstep: Class 10 contains 10269 members 
Mstep: Class 11 contains 9286 members 
Mstep: Class 12 contains 2820 members 
Mstep: Class 13 contains 10789 members 
Mstep: Class 14 contains 1314 members 
Mstep: Class 15 contains 11566 members 
Mstep: Class 16 contains 186 members 
Mstep: Class 17 contains 25011 members 
Mstep: Class 18 contains 24244 members 
Mstep: Class 19 contains 8449 members 
Mstep: Class 20 contains 35736 members 
Mstep: Class 21 contains 9006 members 
Mstep: Class 22 contains 6788 members 
Mstep: Class 23 contains 22189 members 
Mstep: Class 24 contains 6624 members 
Mstep: Class 25 contains 15928 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 57990 members 
Mstep: Class 28 contains 4796 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35055 members 
Mstep: Class 31 contains 21747 members 
Mstep: Class 32 contains 242 members 
Mstep: Class 33 contains 81796 members 
Mstep: Class 34 contains 296 members 
Mstep: Class 35 contains 423 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994040.000000 Penalty: 73832.367188
Iteration 129Q: 38 clusters Score -8.099404e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 76061 members 
Mstep: Class 2 contains 41423 members 
Mstep: Class 3 contains 6029 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 67761 members 
Mstep: Class 6 contains 48019 members 
Mstep: Class 7 contains 6964 members 
Mstep: Class 8 contains 5259 members 
Mstep: Class 9 contains 8050 members 
Mstep: Class 10 contains 10257 members 
Mstep: Class 11 contains 9286 members 
Mstep: Class 12 contains 2822 members 
Mstep: Class 13 contains 10789 members 
Mstep: Class 14 contains 1338 members 
Mstep: Class 15 contains 11578 members 
Mstep: Class 16 contains 186 members 
Mstep: Class 17 contains 24988 members 
Mstep: Class 18 contains 24241 members 
Mstep: Class 19 contains 8406 members 
Mstep: Class 20 contains 35730 members 
Mstep: Class 21 contains 9005 members 
Mstep: Class 22 contains 6764 members 
Mstep: Class 23 contains 22187 members 
Mstep: Class 24 contains 6607 members 
Mstep: Class 25 contains 15948 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 57944 members 
Mstep: Class 28 contains 4795 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35061 members 
Mstep: Class 31 contains 21746 members 
Mstep: Class 32 contains 242 members 
Mstep: Class 33 contains 81973 members 
Mstep: Class 34 contains 296 members 
Mstep: Class 35 contains 423 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994192.000000 Penalty: 73832.367188
Iteration 130Q: 38 clusters Score -8.099419e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 76056 members 
Mstep: Class 2 contains 41430 members 
Mstep: Class 3 contains 6083 members 
Mstep: Class 4 contains 2751 members 
Mstep: Class 5 contains 67753 members 
Mstep: Class 6 contains 47882 members 
Mstep: Class 7 contains 6964 members 
Mstep: Class 8 contains 5262 members 
Mstep: Class 9 contains 8058 members 
Mstep: Class 10 contains 10242 members 
Mstep: Class 11 contains 9287 members 
Mstep: Class 12 contains 2824 members 
Mstep: Class 13 contains 10791 members 
Mstep: Class 14 contains 1363 members 
Mstep: Class 15 contains 11590 members 
Mstep: Class 16 contains 186 members 
Mstep: Class 17 contains 24968 members 
Mstep: Class 18 contains 24240 members 
Mstep: Class 19 contains 8376 members 
Mstep: Class 20 contains 35727 members 
Mstep: Class 21 contains 9004 members 
Mstep: Class 22 contains 6745 members 
Mstep: Class 23 contains 22186 members 
Mstep: Class 24 contains 6589 members 
Mstep: Class 25 contains 15962 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 57910 members 
Mstep: Class 28 contains 4797 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35056 members 
Mstep: Class 31 contains 21746 members 
Mstep: Class 32 contains 242 members 
Mstep: Class 33 contains 82142 members 
Mstep: Class 34 contains 296 members 
Mstep: Class 35 contains 423 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994168.000000 Penalty: 73832.367188
Iteration 131Q: 38 clusters Score -8.099417e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 76034 members 
Mstep: Class 2 contains 41431 members 
Mstep: Class 3 contains 6146 members 
Mstep: Class 4 contains 2750 members 
Mstep: Class 5 contains 67753 members 
Mstep: Class 6 contains 47770 members 
Mstep: Class 7 contains 6965 members 
Mstep: Class 8 contains 5267 members 
Mstep: Class 9 contains 8073 members 
Mstep: Class 10 contains 10226 members 
Mstep: Class 11 contains 9287 members 
Mstep: Class 12 contains 2826 members 
Mstep: Class 13 contains 10793 members 
Mstep: Class 14 contains 1380 members 
Mstep: Class 15 contains 11602 members 
Mstep: Class 16 contains 186 members 
Mstep: Class 17 contains 24949 members 
Mstep: Class 18 contains 24241 members 
Mstep: Class 19 contains 8339 members 
Mstep: Class 20 contains 35728 members 
Mstep: Class 21 contains 9003 members 
Mstep: Class 22 contains 6729 members 
Mstep: Class 23 contains 22185 members 
Mstep: Class 24 contains 6572 members 
Mstep: Class 25 contains 15970 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 57882 members 
Mstep: Class 28 contains 4794 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35058 members 
Mstep: Class 31 contains 21746 members 
Mstep: Class 32 contains 242 members 
Mstep: Class 33 contains 82285 members 
Mstep: Class 34 contains 296 members 
Mstep: Class 35 contains 423 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994240.000000 Penalty: 73832.367188
Iteration 132Q: 38 clusters Score -8.099424e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 76008 members 
Mstep: Class 2 contains 41426 members 
Mstep: Class 3 contains 6211 members 
Mstep: Class 4 contains 2750 members 
Mstep: Class 5 contains 67751 members 
Mstep: Class 6 contains 47652 members 
Mstep: Class 7 contains 6967 members 
Mstep: Class 8 contains 5270 members 
Mstep: Class 9 contains 8084 members 
Mstep: Class 10 contains 10218 members 
Mstep: Class 11 contains 9288 members 
Mstep: Class 12 contains 2830 members 
Mstep: Class 13 contains 10792 members 
Mstep: Class 14 contains 1388 members 
Mstep: Class 15 contains 11609 members 
Mstep: Class 16 contains 186 members 
Mstep: Class 17 contains 24939 members 
Mstep: Class 18 contains 24242 members 
Mstep: Class 19 contains 8312 members 
Mstep: Class 20 contains 35726 members 
Mstep: Class 21 contains 9002 members 
Mstep: Class 22 contains 6714 members 
Mstep: Class 23 contains 22185 members 
Mstep: Class 24 contains 6552 members 
Mstep: Class 25 contains 15975 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 57873 members 
Mstep: Class 28 contains 4794 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35060 members 
Mstep: Class 31 contains 21746 members 
Mstep: Class 32 contains 242 members 
Mstep: Class 33 contains 82419 members 
Mstep: Class 34 contains 296 members 
Mstep: Class 35 contains 424 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994072.000000 Penalty: 73832.367188
Iteration 133Q: 38 clusters Score -8.099407e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 75962 members 
Mstep: Class 2 contains 41426 members 
Mstep: Class 3 contains 6271 members 
Mstep: Class 4 contains 2745 members 
Mstep: Class 5 contains 67745 members 
Mstep: Class 6 contains 47548 members 
Mstep: Class 7 contains 6967 members 
Mstep: Class 8 contains 5275 members 
Mstep: Class 9 contains 8087 members 
Mstep: Class 10 contains 10206 members 
Mstep: Class 11 contains 9288 members 
Mstep: Class 12 contains 2830 members 
Mstep: Class 13 contains 10795 members 
Mstep: Class 14 contains 1398 members 
Mstep: Class 15 contains 11618 members 
Mstep: Class 16 contains 186 members 
Mstep: Class 17 contains 24935 members 
Mstep: Class 18 contains 24240 members 
Mstep: Class 19 contains 8290 members 
Mstep: Class 20 contains 35722 members 
Mstep: Class 21 contains 9001 members 
Mstep: Class 22 contains 6704 members 
Mstep: Class 23 contains 22186 members 
Mstep: Class 24 contains 6530 members 
Mstep: Class 25 contains 15986 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 57900 members 
Mstep: Class 28 contains 4794 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35057 members 
Mstep: Class 31 contains 21745 members 
Mstep: Class 32 contains 242 members 
Mstep: Class 33 contains 82532 members 
Mstep: Class 34 contains 296 members 
Mstep: Class 35 contains 424 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994088.000000 Penalty: 73832.367188
Iteration 134Q: 38 clusters Score -8.099409e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 75914 members 
Mstep: Class 2 contains 41430 members 
Mstep: Class 3 contains 6332 members 
Mstep: Class 4 contains 2743 members 
Mstep: Class 5 contains 67740 members 
Mstep: Class 6 contains 47459 members 
Mstep: Class 7 contains 6967 members 
Mstep: Class 8 contains 5280 members 
Mstep: Class 9 contains 8093 members 
Mstep: Class 10 contains 10189 members 
Mstep: Class 11 contains 9288 members 
Mstep: Class 12 contains 2832 members 
Mstep: Class 13 contains 10795 members 
Mstep: Class 14 contains 1411 members 
Mstep: Class 15 contains 11631 members 
Mstep: Class 16 contains 186 members 
Mstep: Class 17 contains 24927 members 
Mstep: Class 18 contains 24239 members 
Mstep: Class 19 contains 8259 members 
Mstep: Class 20 contains 35721 members 
Mstep: Class 21 contains 9001 members 
Mstep: Class 22 contains 6693 members 
Mstep: Class 23 contains 22186 members 
Mstep: Class 24 contains 6504 members 
Mstep: Class 25 contains 16000 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 57923 members 
Mstep: Class 28 contains 4796 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35050 members 
Mstep: Class 31 contains 21745 members 
Mstep: Class 32 contains 242 members 
Mstep: Class 33 contains 82635 members 
Mstep: Class 34 contains 296 members 
Mstep: Class 35 contains 424 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994168.000000 Penalty: 73832.367188
Iteration 135Q: 38 clusters Score -8.099417e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 75868 members 
Mstep: Class 2 contains 41426 members 
Mstep: Class 3 contains 6398 members 
Mstep: Class 4 contains 2739 members 
Mstep: Class 5 contains 67731 members 
Mstep: Class 6 contains 47388 members 
Mstep: Class 7 contains 6967 members 
Mstep: Class 8 contains 5288 members 
Mstep: Class 9 contains 8097 members 
Mstep: Class 10 contains 10173 members 
Mstep: Class 11 contains 9288 members 
Mstep: Class 12 contains 2834 members 
Mstep: Class 13 contains 10793 members 
Mstep: Class 14 contains 1416 members 
Mstep: Class 15 contains 11642 members 
Mstep: Class 16 contains 186 members 
Mstep: Class 17 contains 24919 members 
Mstep: Class 18 contains 24234 members 
Mstep: Class 19 contains 8223 members 
Mstep: Class 20 contains 35717 members 
Mstep: Class 21 contains 9000 members 
Mstep: Class 22 contains 6678 members 
Mstep: Class 23 contains 22187 members 
Mstep: Class 24 contains 6487 members 
Mstep: Class 25 contains 16018 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 57958 members 
Mstep: Class 28 contains 4797 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35046 members 
Mstep: Class 31 contains 21744 members 
Mstep: Class 32 contains 242 members 
Mstep: Class 33 contains 82726 members 
Mstep: Class 34 contains 296 members 
Mstep: Class 35 contains 425 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994248.000000 Penalty: 73832.367188
Iteration 136Q: 38 clusters Score -8.099425e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 75806 members 
Mstep: Class 2 contains 41419 members 
Mstep: Class 3 contains 6473 members 
Mstep: Class 4 contains 2735 members 
Mstep: Class 5 contains 67729 members 
Mstep: Class 6 contains 47298 members 
Mstep: Class 7 contains 6967 members 
Mstep: Class 8 contains 5292 members 
Mstep: Class 9 contains 8105 members 
Mstep: Class 10 contains 10159 members 
Mstep: Class 11 contains 9288 members 
Mstep: Class 12 contains 2836 members 
Mstep: Class 13 contains 10794 members 
Mstep: Class 14 contains 1421 members 
Mstep: Class 15 contains 11657 members 
Mstep: Class 16 contains 186 members 
Mstep: Class 17 contains 24914 members 
Mstep: Class 18 contains 24234 members 
Mstep: Class 19 contains 8189 members 
Mstep: Class 20 contains 35714 members 
Mstep: Class 21 contains 8999 members 
Mstep: Class 22 contains 6667 members 
Mstep: Class 23 contains 22186 members 
Mstep: Class 24 contains 6466 members 
Mstep: Class 25 contains 16040 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 57987 members 
Mstep: Class 28 contains 4799 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35048 members 
Mstep: Class 31 contains 21743 members 
Mstep: Class 32 contains 242 members 
Mstep: Class 33 contains 82815 members 
Mstep: Class 34 contains 296 members 
Mstep: Class 35 contains 427 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994152.000000 Penalty: 73832.367188
Iteration 137Q: 38 clusters Score -8.099415e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 75753 members 
Mstep: Class 2 contains 41420 members 
Mstep: Class 3 contains 6538 members 
Mstep: Class 4 contains 2733 members 
Mstep: Class 5 contains 67724 members 
Mstep: Class 6 contains 47245 members 
Mstep: Class 7 contains 6968 members 
Mstep: Class 8 contains 5297 members 
Mstep: Class 9 contains 8113 members 
Mstep: Class 10 contains 10146 members 
Mstep: Class 11 contains 9288 members 
Mstep: Class 12 contains 2837 members 
Mstep: Class 13 contains 10795 members 
Mstep: Class 14 contains 1426 members 
Mstep: Class 15 contains 11667 members 
Mstep: Class 16 contains 186 members 
Mstep: Class 17 contains 24913 members 
Mstep: Class 18 contains 24234 members 
Mstep: Class 19 contains 8152 members 
Mstep: Class 20 contains 35710 members 
Mstep: Class 21 contains 8998 members 
Mstep: Class 22 contains 6648 members 
Mstep: Class 23 contains 22185 members 
Mstep: Class 24 contains 6446 members 
Mstep: Class 25 contains 16046 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 58010 members 
Mstep: Class 28 contains 4799 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35053 members 
Mstep: Class 31 contains 21743 members 
Mstep: Class 32 contains 242 members 
Mstep: Class 33 contains 82893 members 
Mstep: Class 34 contains 296 members 
Mstep: Class 35 contains 427 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993936.000000 Penalty: 73832.367188
Iteration 138Q: 38 clusters Score -8.099394e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 75701 members 
Mstep: Class 2 contains 41416 members 
Mstep: Class 3 contains 6601 members 
Mstep: Class 4 contains 2727 members 
Mstep: Class 5 contains 67721 members 
Mstep: Class 6 contains 47199 members 
Mstep: Class 7 contains 6968 members 
Mstep: Class 8 contains 5304 members 
Mstep: Class 9 contains 8124 members 
Mstep: Class 10 contains 10128 members 
Mstep: Class 11 contains 9288 members 
Mstep: Class 12 contains 2837 members 
Mstep: Class 13 contains 10794 members 
Mstep: Class 14 contains 1433 members 
Mstep: Class 15 contains 11672 members 
Mstep: Class 16 contains 186 members 
Mstep: Class 17 contains 24912 members 
Mstep: Class 18 contains 24234 members 
Mstep: Class 19 contains 8116 members 
Mstep: Class 20 contains 35704 members 
Mstep: Class 21 contains 8998 members 
Mstep: Class 22 contains 6636 members 
Mstep: Class 23 contains 22185 members 
Mstep: Class 24 contains 6426 members 
Mstep: Class 25 contains 16059 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 58025 members 
Mstep: Class 28 contains 4801 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35053 members 
Mstep: Class 31 contains 21743 members 
Mstep: Class 32 contains 242 members 
Mstep: Class 33 contains 82975 members 
Mstep: Class 34 contains 296 members 
Mstep: Class 35 contains 427 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994104.000000 Penalty: 73832.367188
Iteration 139Q: 38 clusters Score -8.09941e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 75646 members 
Mstep: Class 2 contains 41418 members 
Mstep: Class 3 contains 6651 members 
Mstep: Class 4 contains 2720 members 
Mstep: Class 5 contains 67716 members 
Mstep: Class 6 contains 47148 members 
Mstep: Class 7 contains 6968 members 
Mstep: Class 8 contains 5305 members 
Mstep: Class 9 contains 8136 members 
Mstep: Class 10 contains 10110 members 
Mstep: Class 11 contains 9288 members 
Mstep: Class 12 contains 2841 members 
Mstep: Class 13 contains 10794 members 
Mstep: Class 14 contains 1440 members 
Mstep: Class 15 contains 11680 members 
Mstep: Class 16 contains 186 members 
Mstep: Class 17 contains 24909 members 
Mstep: Class 18 contains 24234 members 
Mstep: Class 19 contains 8095 members 
Mstep: Class 20 contains 35705 members 
Mstep: Class 21 contains 8998 members 
Mstep: Class 22 contains 6619 members 
Mstep: Class 23 contains 22184 members 
Mstep: Class 24 contains 6401 members 
Mstep: Class 25 contains 16071 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 58047 members 
Mstep: Class 28 contains 4804 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35053 members 
Mstep: Class 31 contains 21745 members 
Mstep: Class 32 contains 242 members 
Mstep: Class 33 contains 83054 members 
Mstep: Class 34 contains 296 members 
Mstep: Class 35 contains 427 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993928.000000 Penalty: 73832.367188
Iteration 140F: 38 clusters Score -8.099393e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 75600 members 
Mstep: Class 2 contains 41415 members 
Mstep: Class 3 contains 6706 members 
Mstep: Class 4 contains 2710 members 
Mstep: Class 5 contains 67717 members 
Mstep: Class 6 contains 47120 members 
Mstep: Class 7 contains 6968 members 
Mstep: Class 8 contains 5307 members 
Mstep: Class 9 contains 8145 members 
Mstep: Class 10 contains 10093 members 
Mstep: Class 11 contains 9288 members 
Mstep: Class 12 contains 2844 members 
Mstep: Class 13 contains 10794 members 
Mstep: Class 14 contains 1443 members 
Mstep: Class 15 contains 11685 members 
Mstep: Class 16 contains 186 members 
Mstep: Class 17 contains 24904 members 
Mstep: Class 18 contains 24233 members 
Mstep: Class 19 contains 8064 members 
Mstep: Class 20 contains 35700 members 
Mstep: Class 21 contains 8997 members 
Mstep: Class 22 contains 6597 members 
Mstep: Class 23 contains 22184 members 
Mstep: Class 24 contains 6399 members 
Mstep: Class 25 contains 16082 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 58045 members 
Mstep: Class 28 contains 4805 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35055 members 
Mstep: Class 31 contains 21746 members 
Mstep: Class 32 contains 242 members 
Mstep: Class 33 contains 83133 members 
Mstep: Class 34 contains 296 members 
Mstep: Class 35 contains 428 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994000.000000 Penalty: 73832.367188
Iteration 141Q: 38 clusters Score -8.0994e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 75551 members 
Mstep: Class 2 contains 41411 members 
Mstep: Class 3 contains 6758 members 
Mstep: Class 4 contains 2704 members 
Mstep: Class 5 contains 67718 members 
Mstep: Class 6 contains 47095 members 
Mstep: Class 7 contains 6968 members 
Mstep: Class 8 contains 5309 members 
Mstep: Class 9 contains 8164 members 
Mstep: Class 10 contains 10079 members 
Mstep: Class 11 contains 9287 members 
Mstep: Class 12 contains 2844 members 
Mstep: Class 13 contains 10787 members 
Mstep: Class 14 contains 1448 members 
Mstep: Class 15 contains 11688 members 
Mstep: Class 16 contains 187 members 
Mstep: Class 17 contains 24894 members 
Mstep: Class 18 contains 24233 members 
Mstep: Class 19 contains 8046 members 
Mstep: Class 20 contains 35699 members 
Mstep: Class 21 contains 8997 members 
Mstep: Class 22 contains 6588 members 
Mstep: Class 23 contains 22184 members 
Mstep: Class 24 contains 6391 members 
Mstep: Class 25 contains 16087 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 58053 members 
Mstep: Class 28 contains 4806 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35055 members 
Mstep: Class 31 contains 21745 members 
Mstep: Class 32 contains 242 members 
Mstep: Class 33 contains 83188 members 
Mstep: Class 34 contains 296 members 
Mstep: Class 35 contains 429 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994040.000000 Penalty: 73832.367188
Iteration 142Q: 38 clusters Score -8.099404e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 75507 members 
Mstep: Class 2 contains 41405 members 
Mstep: Class 3 contains 6796 members 
Mstep: Class 4 contains 2697 members 
Mstep: Class 5 contains 67717 members 
Mstep: Class 6 contains 47077 members 
Mstep: Class 7 contains 6969 members 
Mstep: Class 8 contains 5315 members 
Mstep: Class 9 contains 8178 members 
Mstep: Class 10 contains 10057 members 
Mstep: Class 11 contains 9287 members 
Mstep: Class 12 contains 2844 members 
Mstep: Class 13 contains 10784 members 
Mstep: Class 14 contains 1461 members 
Mstep: Class 15 contains 11689 members 
Mstep: Class 16 contains 188 members 
Mstep: Class 17 contains 24884 members 
Mstep: Class 18 contains 24232 members 
Mstep: Class 19 contains 8029 members 
Mstep: Class 20 contains 35701 members 
Mstep: Class 21 contains 8996 members 
Mstep: Class 22 contains 6577 members 
Mstep: Class 23 contains 22184 members 
Mstep: Class 24 contains 6392 members 
Mstep: Class 25 contains 16092 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 58056 members 
Mstep: Class 28 contains 4811 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35053 members 
Mstep: Class 31 contains 21744 members 
Mstep: Class 32 contains 242 members 
Mstep: Class 33 contains 83241 members 
Mstep: Class 34 contains 296 members 
Mstep: Class 35 contains 430 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993976.000000 Penalty: 73832.367188
Iteration 143Q: 38 clusters Score -8.099398e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 75457 members 
Mstep: Class 2 contains 41409 members 
Mstep: Class 3 contains 6842 members 
Mstep: Class 4 contains 2692 members 
Mstep: Class 5 contains 67717 members 
Mstep: Class 6 contains 47058 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 5322 members 
Mstep: Class 9 contains 8186 members 
Mstep: Class 10 contains 10030 members 
Mstep: Class 11 contains 9287 members 
Mstep: Class 12 contains 2848 members 
Mstep: Class 13 contains 10778 members 
Mstep: Class 14 contains 1471 members 
Mstep: Class 15 contains 11689 members 
Mstep: Class 16 contains 188 members 
Mstep: Class 17 contains 24870 members 
Mstep: Class 18 contains 24232 members 
Mstep: Class 19 contains 7998 members 
Mstep: Class 20 contains 35700 members 
Mstep: Class 21 contains 8995 members 
Mstep: Class 22 contains 6554 members 
Mstep: Class 23 contains 22183 members 
Mstep: Class 24 contains 6394 members 
Mstep: Class 25 contains 16122 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 58066 members 
Mstep: Class 28 contains 4813 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35055 members 
Mstep: Class 31 contains 21744 members 
Mstep: Class 32 contains 242 members 
Mstep: Class 33 contains 83292 members 
Mstep: Class 34 contains 296 members 
Mstep: Class 35 contains 431 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993880.000000 Penalty: 73832.367188
Iteration 144Q: 38 clusters Score -8.099388e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 75425 members 
Mstep: Class 2 contains 41400 members 
Mstep: Class 3 contains 6883 members 
Mstep: Class 4 contains 2690 members 
Mstep: Class 5 contains 67713 members 
Mstep: Class 6 contains 47041 members 
Mstep: Class 7 contains 6971 members 
Mstep: Class 8 contains 5333 members 
Mstep: Class 9 contains 8199 members 
Mstep: Class 10 contains 10012 members 
Mstep: Class 11 contains 9287 members 
Mstep: Class 12 contains 2848 members 
Mstep: Class 13 contains 10773 members 
Mstep: Class 14 contains 1477 members 
Mstep: Class 15 contains 11690 members 
Mstep: Class 16 contains 188 members 
Mstep: Class 17 contains 24864 members 
Mstep: Class 18 contains 24234 members 
Mstep: Class 19 contains 7979 members 
Mstep: Class 20 contains 35692 members 
Mstep: Class 21 contains 8993 members 
Mstep: Class 22 contains 6530 members 
Mstep: Class 23 contains 22182 members 
Mstep: Class 24 contains 6385 members 
Mstep: Class 25 contains 16139 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 58073 members 
Mstep: Class 28 contains 4811 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35058 members 
Mstep: Class 31 contains 21744 members 
Mstep: Class 32 contains 242 members 
Mstep: Class 33 contains 83347 members 
Mstep: Class 34 contains 296 members 
Mstep: Class 35 contains 432 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993848.000000 Penalty: 73832.367188
Iteration 145Q: 38 clusters Score -8.099385e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 75378 members 
Mstep: Class 2 contains 41394 members 
Mstep: Class 3 contains 6920 members 
Mstep: Class 4 contains 2689 members 
Mstep: Class 5 contains 67706 members 
Mstep: Class 6 contains 47024 members 
Mstep: Class 7 contains 6971 members 
Mstep: Class 8 contains 5338 members 
Mstep: Class 9 contains 8209 members 
Mstep: Class 10 contains 9992 members 
Mstep: Class 11 contains 9287 members 
Mstep: Class 12 contains 2847 members 
Mstep: Class 13 contains 10773 members 
Mstep: Class 14 contains 1484 members 
Mstep: Class 15 contains 11691 members 
Mstep: Class 16 contains 188 members 
Mstep: Class 17 contains 24857 members 
Mstep: Class 18 contains 24234 members 
Mstep: Class 19 contains 7953 members 
Mstep: Class 20 contains 35693 members 
Mstep: Class 21 contains 8991 members 
Mstep: Class 22 contains 6519 members 
Mstep: Class 23 contains 22181 members 
Mstep: Class 24 contains 6384 members 
Mstep: Class 25 contains 16152 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 58080 members 
Mstep: Class 28 contains 4807 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35057 members 
Mstep: Class 31 contains 21744 members 
Mstep: Class 32 contains 242 members 
Mstep: Class 33 contains 83417 members 
Mstep: Class 34 contains 296 members 
Mstep: Class 35 contains 433 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993792.000000 Penalty: 73832.367188
Iteration 146Q: 38 clusters Score -8.099379e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 75326 members 
Mstep: Class 2 contains 41394 members 
Mstep: Class 3 contains 6966 members 
Mstep: Class 4 contains 2687 members 
Mstep: Class 5 contains 67707 members 
Mstep: Class 6 contains 46976 members 
Mstep: Class 7 contains 6971 members 
Mstep: Class 8 contains 5341 members 
Mstep: Class 9 contains 8216 members 
Mstep: Class 10 contains 9971 members 
Mstep: Class 11 contains 9286 members 
Mstep: Class 12 contains 2848 members 
Mstep: Class 13 contains 10770 members 
Mstep: Class 14 contains 1494 members 
Mstep: Class 15 contains 11695 members 
Mstep: Class 16 contains 188 members 
Mstep: Class 17 contains 24850 members 
Mstep: Class 18 contains 24236 members 
Mstep: Class 19 contains 7935 members 
Mstep: Class 20 contains 35694 members 
Mstep: Class 21 contains 8988 members 
Mstep: Class 22 contains 6515 members 
Mstep: Class 23 contains 22180 members 
Mstep: Class 24 contains 6373 members 
Mstep: Class 25 contains 16165 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 58096 members 
Mstep: Class 28 contains 4808 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35057 members 
Mstep: Class 31 contains 21744 members 
Mstep: Class 32 contains 242 members 
Mstep: Class 33 contains 83482 members 
Mstep: Class 34 contains 296 members 
Mstep: Class 35 contains 434 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993744.000000 Penalty: 73832.367188
Iteration 147Q: 38 clusters Score -8.099374e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 75296 members 
Mstep: Class 2 contains 41394 members 
Mstep: Class 3 contains 7013 members 
Mstep: Class 4 contains 2687 members 
Mstep: Class 5 contains 67709 members 
Mstep: Class 6 contains 46938 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 5349 members 
Mstep: Class 9 contains 8219 members 
Mstep: Class 10 contains 9959 members 
Mstep: Class 11 contains 9286 members 
Mstep: Class 12 contains 2846 members 
Mstep: Class 13 contains 10773 members 
Mstep: Class 14 contains 1505 members 
Mstep: Class 15 contains 11694 members 
Mstep: Class 16 contains 188 members 
Mstep: Class 17 contains 24845 members 
Mstep: Class 18 contains 24234 members 
Mstep: Class 19 contains 7926 members 
Mstep: Class 20 contains 35689 members 
Mstep: Class 21 contains 8987 members 
Mstep: Class 22 contains 6504 members 
Mstep: Class 23 contains 22177 members 
Mstep: Class 24 contains 6367 members 
Mstep: Class 25 contains 16180 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 58088 members 
Mstep: Class 28 contains 4807 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35056 members 
Mstep: Class 31 contains 21744 members 
Mstep: Class 32 contains 242 members 
Mstep: Class 33 contains 83528 members 
Mstep: Class 34 contains 296 members 
Mstep: Class 35 contains 435 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993800.000000 Penalty: 73832.367188
Iteration 148Q: 38 clusters Score -8.09938e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 75269 members 
Mstep: Class 2 contains 41396 members 
Mstep: Class 3 contains 7058 members 
Mstep: Class 4 contains 2686 members 
Mstep: Class 5 contains 67709 members 
Mstep: Class 6 contains 46901 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 5356 members 
Mstep: Class 9 contains 8219 members 
Mstep: Class 10 contains 9949 members 
Mstep: Class 11 contains 9285 members 
Mstep: Class 12 contains 2846 members 
Mstep: Class 13 contains 10771 members 
Mstep: Class 14 contains 1507 members 
Mstep: Class 15 contains 11695 members 
Mstep: Class 16 contains 189 members 
Mstep: Class 17 contains 24844 members 
Mstep: Class 18 contains 24233 members 
Mstep: Class 19 contains 7906 members 
Mstep: Class 20 contains 35688 members 
Mstep: Class 21 contains 8986 members 
Mstep: Class 22 contains 6488 members 
Mstep: Class 23 contains 22175 members 
Mstep: Class 24 contains 6369 members 
Mstep: Class 25 contains 16190 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 58087 members 
Mstep: Class 28 contains 4811 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35053 members 
Mstep: Class 31 contains 21744 members 
Mstep: Class 32 contains 242 members 
Mstep: Class 33 contains 83578 members 
Mstep: Class 34 contains 296 members 
Mstep: Class 35 contains 435 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993760.000000 Penalty: 73832.367188
Iteration 149Q: 38 clusters Score -8.099376e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 75240 members 
Mstep: Class 2 contains 41404 members 
Mstep: Class 3 contains 7099 members 
Mstep: Class 4 contains 2680 members 
Mstep: Class 5 contains 67704 members 
Mstep: Class 6 contains 46861 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 5362 members 
Mstep: Class 9 contains 8221 members 
Mstep: Class 10 contains 9942 members 
Mstep: Class 11 contains 9285 members 
Mstep: Class 12 contains 2846 members 
Mstep: Class 13 contains 10769 members 
Mstep: Class 14 contains 1523 members 
Mstep: Class 15 contains 11695 members 
Mstep: Class 16 contains 190 members 
Mstep: Class 17 contains 24838 members 
Mstep: Class 18 contains 24233 members 
Mstep: Class 19 contains 7893 members 
Mstep: Class 20 contains 35687 members 
Mstep: Class 21 contains 8986 members 
Mstep: Class 22 contains 6479 members 
Mstep: Class 23 contains 22175 members 
Mstep: Class 24 contains 6369 members 
Mstep: Class 25 contains 16200 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 58077 members 
Mstep: Class 28 contains 4813 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35050 members 
Mstep: Class 31 contains 21744 members 
Mstep: Class 32 contains 242 members 
Mstep: Class 33 contains 83624 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 435 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993848.000000 Penalty: 73832.367188
Iteration 150Q: 38 clusters Score -8.099385e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 75210 members 
Mstep: Class 2 contains 41404 members 
Mstep: Class 3 contains 7148 members 
Mstep: Class 4 contains 2675 members 
Mstep: Class 5 contains 67704 members 
Mstep: Class 6 contains 46824 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 5373 members 
Mstep: Class 9 contains 8228 members 
Mstep: Class 10 contains 9939 members 
Mstep: Class 11 contains 9285 members 
Mstep: Class 12 contains 2848 members 
Mstep: Class 13 contains 10773 members 
Mstep: Class 14 contains 1538 members 
Mstep: Class 15 contains 11694 members 
Mstep: Class 16 contains 190 members 
Mstep: Class 17 contains 24833 members 
Mstep: Class 18 contains 24232 members 
Mstep: Class 19 contains 7883 members 
Mstep: Class 20 contains 35688 members 
Mstep: Class 21 contains 8985 members 
Mstep: Class 22 contains 6466 members 
Mstep: Class 23 contains 22172 members 
Mstep: Class 24 contains 6361 members 
Mstep: Class 25 contains 16204 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 58081 members 
Mstep: Class 28 contains 4815 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35049 members 
Mstep: Class 31 contains 21743 members 
Mstep: Class 32 contains 242 members 
Mstep: Class 33 contains 83644 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 435 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993728.000000 Penalty: 73832.367188
Iteration 151Q: 38 clusters Score -8.099373e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 75167 members 
Mstep: Class 2 contains 41405 members 
Mstep: Class 3 contains 7192 members 
Mstep: Class 4 contains 2673 members 
Mstep: Class 5 contains 67703 members 
Mstep: Class 6 contains 46794 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 5380 members 
Mstep: Class 9 contains 8230 members 
Mstep: Class 10 contains 9932 members 
Mstep: Class 11 contains 9285 members 
Mstep: Class 12 contains 2850 members 
Mstep: Class 13 contains 10772 members 
Mstep: Class 14 contains 1547 members 
Mstep: Class 15 contains 11695 members 
Mstep: Class 16 contains 190 members 
Mstep: Class 17 contains 24830 members 
Mstep: Class 18 contains 24231 members 
Mstep: Class 19 contains 7863 members 
Mstep: Class 20 contains 35689 members 
Mstep: Class 21 contains 8984 members 
Mstep: Class 22 contains 6455 members 
Mstep: Class 23 contains 22172 members 
Mstep: Class 24 contains 6354 members 
Mstep: Class 25 contains 16208 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 58111 members 
Mstep: Class 28 contains 4815 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35051 members 
Mstep: Class 31 contains 21743 members 
Mstep: Class 32 contains 242 members 
Mstep: Class 33 contains 83667 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 436 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993800.000000 Penalty: 73832.367188
Iteration 152Q: 38 clusters Score -8.09938e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 75130 members 
Mstep: Class 2 contains 41397 members 
Mstep: Class 3 contains 7239 members 
Mstep: Class 4 contains 2667 members 
Mstep: Class 5 contains 67701 members 
Mstep: Class 6 contains 46773 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 5384 members 
Mstep: Class 9 contains 8234 members 
Mstep: Class 10 contains 9931 members 
Mstep: Class 11 contains 9285 members 
Mstep: Class 12 contains 2852 members 
Mstep: Class 13 contains 10773 members 
Mstep: Class 14 contains 1556 members 
Mstep: Class 15 contains 11694 members 
Mstep: Class 16 contains 190 members 
Mstep: Class 17 contains 24829 members 
Mstep: Class 18 contains 24231 members 
Mstep: Class 19 contains 7847 members 
Mstep: Class 20 contains 35689 members 
Mstep: Class 21 contains 8984 members 
Mstep: Class 22 contains 6446 members 
Mstep: Class 23 contains 22171 members 
Mstep: Class 24 contains 6350 members 
Mstep: Class 25 contains 16210 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 58147 members 
Mstep: Class 28 contains 4814 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35051 members 
Mstep: Class 31 contains 21743 members 
Mstep: Class 32 contains 242 members 
Mstep: Class 33 contains 83670 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 436 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993704.000000 Penalty: 73832.367188
Iteration 153Q: 38 clusters Score -8.09937e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 75088 members 
Mstep: Class 2 contains 41394 members 
Mstep: Class 3 contains 7287 members 
Mstep: Class 4 contains 2663 members 
Mstep: Class 5 contains 67699 members 
Mstep: Class 6 contains 46744 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 5389 members 
Mstep: Class 9 contains 8241 members 
Mstep: Class 10 contains 9926 members 
Mstep: Class 11 contains 9285 members 
Mstep: Class 12 contains 2856 members 
Mstep: Class 13 contains 10777 members 
Mstep: Class 14 contains 1564 members 
Mstep: Class 15 contains 11696 members 
Mstep: Class 16 contains 190 members 
Mstep: Class 17 contains 24825 members 
Mstep: Class 18 contains 24231 members 
Mstep: Class 19 contains 7834 members 
Mstep: Class 20 contains 35689 members 
Mstep: Class 21 contains 8983 members 
Mstep: Class 22 contains 6442 members 
Mstep: Class 23 contains 22171 members 
Mstep: Class 24 contains 6334 members 
Mstep: Class 25 contains 16214 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 58177 members 
Mstep: Class 28 contains 4811 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35056 members 
Mstep: Class 31 contains 21742 members 
Mstep: Class 32 contains 242 members 
Mstep: Class 33 contains 83680 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 436 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993632.000000 Penalty: 73832.367188
Iteration 154Q: 38 clusters Score -8.099363e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 75059 members 
Mstep: Class 2 contains 41387 members 
Mstep: Class 3 contains 7327 members 
Mstep: Class 4 contains 2661 members 
Mstep: Class 5 contains 67696 members 
Mstep: Class 6 contains 46731 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 5392 members 
Mstep: Class 9 contains 8245 members 
Mstep: Class 10 contains 9920 members 
Mstep: Class 11 contains 9284 members 
Mstep: Class 12 contains 2856 members 
Mstep: Class 13 contains 10781 members 
Mstep: Class 14 contains 1574 members 
Mstep: Class 15 contains 11697 members 
Mstep: Class 16 contains 190 members 
Mstep: Class 17 contains 24823 members 
Mstep: Class 18 contains 24232 members 
Mstep: Class 19 contains 7822 members 
Mstep: Class 20 contains 35692 members 
Mstep: Class 21 contains 8982 members 
Mstep: Class 22 contains 6442 members 
Mstep: Class 23 contains 22170 members 
Mstep: Class 24 contains 6314 members 
Mstep: Class 25 contains 16220 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 58192 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35058 members 
Mstep: Class 31 contains 21741 members 
Mstep: Class 32 contains 242 members 
Mstep: Class 33 contains 83691 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 436 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993704.000000 Penalty: 73832.367188
Iteration 155Q: 38 clusters Score -8.09937e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 75024 members 
Mstep: Class 2 contains 41381 members 
Mstep: Class 3 contains 7375 members 
Mstep: Class 4 contains 2660 members 
Mstep: Class 5 contains 67693 members 
Mstep: Class 6 contains 46693 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 5396 members 
Mstep: Class 9 contains 8250 members 
Mstep: Class 10 contains 9912 members 
Mstep: Class 11 contains 9285 members 
Mstep: Class 12 contains 2852 members 
Mstep: Class 13 contains 10782 members 
Mstep: Class 14 contains 1580 members 
Mstep: Class 15 contains 11699 members 
Mstep: Class 16 contains 190 members 
Mstep: Class 17 contains 24825 members 
Mstep: Class 18 contains 24232 members 
Mstep: Class 19 contains 7811 members 
Mstep: Class 20 contains 35694 members 
Mstep: Class 21 contains 8982 members 
Mstep: Class 22 contains 6440 members 
Mstep: Class 23 contains 22169 members 
Mstep: Class 24 contains 6304 members 
Mstep: Class 25 contains 16218 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 58224 members 
Mstep: Class 28 contains 4808 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35060 members 
Mstep: Class 31 contains 21741 members 
Mstep: Class 32 contains 242 members 
Mstep: Class 33 contains 83708 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 436 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993632.000000 Penalty: 73832.367188
Iteration 156Q: 38 clusters Score -8.099363e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 75001 members 
Mstep: Class 2 contains 41380 members 
Mstep: Class 3 contains 7417 members 
Mstep: Class 4 contains 2653 members 
Mstep: Class 5 contains 67691 members 
Mstep: Class 6 contains 46667 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 5398 members 
Mstep: Class 9 contains 8254 members 
Mstep: Class 10 contains 9902 members 
Mstep: Class 11 contains 9285 members 
Mstep: Class 12 contains 2854 members 
Mstep: Class 13 contains 10785 members 
Mstep: Class 14 contains 1584 members 
Mstep: Class 15 contains 11701 members 
Mstep: Class 16 contains 190 members 
Mstep: Class 17 contains 24827 members 
Mstep: Class 18 contains 24232 members 
Mstep: Class 19 contains 7797 members 
Mstep: Class 20 contains 35692 members 
Mstep: Class 21 contains 8982 members 
Mstep: Class 22 contains 6437 members 
Mstep: Class 23 contains 22168 members 
Mstep: Class 24 contains 6292 members 
Mstep: Class 25 contains 16220 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 58239 members 
Mstep: Class 28 contains 4807 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35064 members 
Mstep: Class 31 contains 21741 members 
Mstep: Class 32 contains 242 members 
Mstep: Class 33 contains 83728 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 436 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993728.000000 Penalty: 73832.367188
Iteration 157Q: 38 clusters Score -8.099373e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 74968 members 
Mstep: Class 2 contains 41370 members 
Mstep: Class 3 contains 7460 members 
Mstep: Class 4 contains 2656 members 
Mstep: Class 5 contains 67688 members 
Mstep: Class 6 contains 46651 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 5400 members 
Mstep: Class 9 contains 8259 members 
Mstep: Class 10 contains 9896 members 
Mstep: Class 11 contains 9285 members 
Mstep: Class 12 contains 2854 members 
Mstep: Class 13 contains 10785 members 
Mstep: Class 14 contains 1588 members 
Mstep: Class 15 contains 11706 members 
Mstep: Class 16 contains 190 members 
Mstep: Class 17 contains 24829 members 
Mstep: Class 18 contains 24232 members 
Mstep: Class 19 contains 7781 members 
Mstep: Class 20 contains 35689 members 
Mstep: Class 21 contains 8982 members 
Mstep: Class 22 contains 6434 members 
Mstep: Class 23 contains 22168 members 
Mstep: Class 24 contains 6272 members 
Mstep: Class 25 contains 16224 members 
Mstep: Class 26 contains 898 members 
Mstep: Class 27 contains 58271 members 
Mstep: Class 28 contains 4806 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35068 members 
Mstep: Class 31 contains 21742 members 
Mstep: Class 32 contains 242 members 
Mstep: Class 33 contains 83734 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 436 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993672.000000 Penalty: 73832.367188
Iteration 158Q: 38 clusters Score -8.099367e+07 nChanged 273
Entering ConstructFrom: 
Score: -80993672.000000 Penalty: 73832.367188
Entering ConstructFrom: 
Trying to split cluster 1 (74932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74932 members 
Entering Unmasked Estep 
Score: -9534711.000000 Penalty: 1670.181274
	Iteration 0F: 2 clusters Score -9534711 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37516 members 
Mstep: Class 2 contains 37416 members 
Entering Unmasked Estep 
Score: -9489846.000000 Penalty: 3340.362549
	Iteration 0F: 3 clusters Score -9489846 nChanged 35153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37731 members 
Mstep: Class 2 contains 37201 members 
Entering Unmasked Estep 
Score: -9509408.000000 Penalty: 3340.362549
	Iteration 1F: 3 clusters Score -9509408 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37909 members 
Mstep: Class 2 contains 37023 members 
Entering Unmasked Estep 
Score: -9510046.000000 Penalty: 3340.362549
	Iteration 2Q: 3 clusters Score -9510046 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38173 members 
Mstep: Class 2 contains 36759 members 
Entering Unmasked Estep 
Score: -9510710.000000 Penalty: 3340.362549
	Iteration 3Q: 3 clusters Score -9510710 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38576 members 
Mstep: Class 2 contains 36356 members 
Entering Unmasked Estep 
Score: -9511473.000000 Penalty: 3340.362549
	Iteration 4Q: 3 clusters Score -9511473 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39087 members 
Mstep: Class 2 contains 35845 members 
Entering Unmasked Estep 
Score: -9512484.000000 Penalty: 3340.362549
	Iteration 5Q: 3 clusters Score -9512484 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39627 members 
Mstep: Class 2 contains 35305 members 
Entering Unmasked Estep 
Score: -9513741.000000 Penalty: 3340.362549
	Iteration 6Q: 3 clusters Score -9513741 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40188 members 
Mstep: Class 2 contains 34744 members 
Entering Unmasked Estep 
Score: -9515352.000000 Penalty: 3340.362549
	Iteration 7Q: 3 clusters Score -9515352 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40567 members 
Mstep: Class 2 contains 34365 members 
Entering Unmasked Estep 
Score: -9517639.000000 Penalty: 3340.362549
	Iteration 8F: 3 clusters Score -9517639 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40517 members 
Mstep: Class 2 contains 34415 members 
Entering Unmasked Estep 
Score: -9520705.000000 Penalty: 3340.362549
	Iteration 9F: 3 clusters Score -9520705 nChanged 4788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39899 members 
Mstep: Class 2 contains 35033 members 
Entering Unmasked Estep 
Score: -9524442.000000 Penalty: 3340.362549
	Iteration 10F: 3 clusters Score -9524442 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38887 members 
Mstep: Class 2 contains 36045 members 
Entering Unmasked Estep 
Score: -9527807.000000 Penalty: 3340.362549
	Iteration 11F: 3 clusters Score -9527807 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37947 members 
Mstep: Class 2 contains 36985 members 
Entering Unmasked Estep 
Score: -9529482.000000 Penalty: 3340.362549
	Iteration 12Q: 3 clusters Score -9529482 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37175 members 
Mstep: Class 2 contains 37757 members 
Entering Unmasked Estep 
Score: -9530450.000000 Penalty: 3340.362549
	Iteration 13Q: 3 clusters Score -9530450 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36339 members 
Mstep: Class 2 contains 38593 members 
Entering Unmasked Estep 
Score: -9531291.000000 Penalty: 3340.362549
	Iteration 14Q: 3 clusters Score -9531291 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35584 members 
Mstep: Class 2 contains 39348 members 
Entering Unmasked Estep 
Score: -9531993.000000 Penalty: 3340.362549
	Iteration 15Q: 3 clusters Score -9531993 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34903 members 
Mstep: Class 2 contains 40029 members 
Entering Unmasked Estep 
Score: -9532582.000000 Penalty: 3340.362549
	Iteration 16Q: 3 clusters Score -9532582 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34348 members 
Mstep: Class 2 contains 40584 members 
Entering Unmasked Estep 
Score: -9533051.000000 Penalty: 3340.362549
	Iteration 17Q: 3 clusters Score -9533051 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33874 members 
Mstep: Class 2 contains 41058 members 
Entering Unmasked Estep 
Score: -9533231.000000 Penalty: 3340.362549
	Iteration 18Q: 3 clusters Score -9533231 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33461 members 
Mstep: Class 2 contains 41471 members 
Entering Unmasked Estep 
Score: -9533396.000000 Penalty: 3340.362549
	Iteration 19Q: 3 clusters Score -9533396 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33107 members 
Mstep: Class 2 contains 41825 members 
Entering Unmasked Estep 
Score: -9533475.000000 Penalty: 3340.362549
	Iteration 20F: 3 clusters Score -9533475 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32816 members 
Mstep: Class 2 contains 42116 members 
Entering Unmasked Estep 
Score: -9533544.000000 Penalty: 3340.362549
	Iteration 21Q: 3 clusters Score -9533544 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32548 members 
Mstep: Class 2 contains 42384 members 
Entering Unmasked Estep 
Score: -9533589.000000 Penalty: 3340.362549
	Iteration 22Q: 3 clusters Score -9533589 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32272 members 
Mstep: Class 2 contains 42660 members 
Entering Unmasked Estep 
Score: -9533587.000000 Penalty: 3340.362549
	Iteration 23Q: 3 clusters Score -9533587 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32000 members 
Mstep: Class 2 contains 42932 members 
Entering Unmasked Estep 
Score: -9533575.000000 Penalty: 3340.362549
	Iteration 24Q: 3 clusters Score -9533575 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31751 members 
Mstep: Class 2 contains 43181 members 
Entering Unmasked Estep 
Score: -9533541.000000 Penalty: 3340.362549
	Iteration 25Q: 3 clusters Score -9533541 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31497 members 
Mstep: Class 2 contains 43435 members 
Entering Unmasked Estep 
Score: -9533514.000000 Penalty: 3340.362549
	Iteration 26Q: 3 clusters Score -9533514 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31283 members 
Mstep: Class 2 contains 43649 members 
Entering Unmasked Estep 
Score: -9533513.000000 Penalty: 3340.362549
	Iteration 27Q: 3 clusters Score -9533513 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31068 members 
Mstep: Class 2 contains 43864 members 
Entering Unmasked Estep 
Score: -9533527.000000 Penalty: 3340.362549
	Iteration 28Q: 3 clusters Score -9533527 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30866 members 
Mstep: Class 2 contains 44066 members 
Entering Unmasked Estep 
Score: -9533518.000000 Penalty: 3340.362549
	Iteration 29Q: 3 clusters Score -9533518 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30658 members 
Mstep: Class 2 contains 44274 members 
Entering Unmasked Estep 
Score: -9533495.000000 Penalty: 3340.362549
	Iteration 30Q: 3 clusters Score -9533495 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30464 members 
Mstep: Class 2 contains 44468 members 
Entering Unmasked Estep 
Score: -9533481.000000 Penalty: 3340.362549
	Iteration 31Q: 3 clusters Score -9533481 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30267 members 
Mstep: Class 2 contains 44665 members 
Entering Unmasked Estep 
Score: -9533453.000000 Penalty: 3340.362549
	Iteration 32Q: 3 clusters Score -9533453 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30078 members 
Mstep: Class 2 contains 44854 members 
Entering Unmasked Estep 
Score: -9533428.000000 Penalty: 3340.362549
	Iteration 33Q: 3 clusters Score -9533428 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29895 members 
Mstep: Class 2 contains 45037 members 
Entering Unmasked Estep 
Score: -9533432.000000 Penalty: 3340.362549
	Iteration 34Q: 3 clusters Score -9533432 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29705 members 
Mstep: Class 2 contains 45227 members 
Entering Unmasked Estep 
Score: -9533410.000000 Penalty: 3340.362549
	Iteration 35Q: 3 clusters Score -9533410 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29506 members 
Mstep: Class 2 contains 45426 members 
Entering Unmasked Estep 
Score: -9533397.000000 Penalty: 3340.362549
	Iteration 36Q: 3 clusters Score -9533397 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29333 members 
Mstep: Class 2 contains 45599 members 
Entering Unmasked Estep 
Score: -9533380.000000 Penalty: 3340.362549
	Iteration 37Q: 3 clusters Score -9533380 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29159 members 
Mstep: Class 2 contains 45773 members 
Entering Unmasked Estep 
Score: -9533371.000000 Penalty: 3340.362549
	Iteration 38Q: 3 clusters Score -9533371 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28998 members 
Mstep: Class 2 contains 45934 members 
Entering Unmasked Estep 
Score: -9533381.000000 Penalty: 3340.362549
	Iteration 39Q: 3 clusters Score -9533381 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28841 members 
Mstep: Class 2 contains 46091 members 
Entering Unmasked Estep 
Score: -9533366.000000 Penalty: 3340.362549
	Iteration 40F: 3 clusters Score -9533366 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28696 members 
Mstep: Class 2 contains 46236 members 
Entering Unmasked Estep 
Score: -9533332.000000 Penalty: 3340.362549
	Iteration 41Q: 3 clusters Score -9533332 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28539 members 
Mstep: Class 2 contains 46393 members 
Entering Unmasked Estep 
Score: -9533321.000000 Penalty: 3340.362549
	Iteration 42Q: 3 clusters Score -9533321 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28403 members 
Mstep: Class 2 contains 46529 members 
Entering Unmasked Estep 
Score: -9533313.000000 Penalty: 3340.362549
	Iteration 43Q: 3 clusters Score -9533313 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28279 members 
Mstep: Class 2 contains 46653 members 
Entering Unmasked Estep 
Score: -9533339.000000 Penalty: 3340.362549
	Iteration 44Q: 3 clusters Score -9533339 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28164 members 
Mstep: Class 2 contains 46768 members 
Entering Unmasked Estep 
Score: -9533315.000000 Penalty: 3340.362549
	Iteration 45Q: 3 clusters Score -9533315 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28048 members 
Mstep: Class 2 contains 46884 members 
Entering Unmasked Estep 
Score: -9533309.000000 Penalty: 3340.362549
	Iteration 46Q: 3 clusters Score -9533309 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27933 members 
Mstep: Class 2 contains 46999 members 
Entering Unmasked Estep 
Score: -9533279.000000 Penalty: 3340.362549
	Iteration 47Q: 3 clusters Score -9533279 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27820 members 
Mstep: Class 2 contains 47112 members 
Entering Unmasked Estep 
Score: -9533296.000000 Penalty: 3340.362549
	Iteration 48Q: 3 clusters Score -9533296 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27710 members 
Mstep: Class 2 contains 47222 members 
Entering Unmasked Estep 
Score: -9533305.000000 Penalty: 3340.362549
	Iteration 49Q: 3 clusters Score -9533305 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27609 members 
Mstep: Class 2 contains 47323 members 
Entering Unmasked Estep 
Score: -9533308.000000 Penalty: 3340.362549
	Iteration 50Q: 3 clusters Score -9533308 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27514 members 
Mstep: Class 2 contains 47418 members 
Entering Unmasked Estep 
Score: -9533290.000000 Penalty: 3340.362549
	Iteration 51Q: 3 clusters Score -9533290 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27403 members 
Mstep: Class 2 contains 47529 members 
Entering Unmasked Estep 
Score: -9533279.000000 Penalty: 3340.362549
	Iteration 52Q: 3 clusters Score -9533279 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27293 members 
Mstep: Class 2 contains 47639 members 
Entering Unmasked Estep 
Score: -9533285.000000 Penalty: 3340.362549
	Iteration 53Q: 3 clusters Score -9533285 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 47760 members 
Entering Unmasked Estep 
Score: -9533270.000000 Penalty: 3340.362549
	Iteration 54Q: 3 clusters Score -9533270 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27045 members 
Mstep: Class 2 contains 47887 members 
Entering Unmasked Estep 
Score: -9533262.000000 Penalty: 3340.362549
	Iteration 55Q: 3 clusters Score -9533262 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26928 members 
Mstep: Class 2 contains 48004 members 
Entering Unmasked Estep 
Score: -9533261.000000 Penalty: 3340.362549
	Iteration 56Q: 3 clusters Score -9533261 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26839 members 
Mstep: Class 2 contains 48093 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9533252 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26736 members 
Mstep: Class 2 contains 48196 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9533239 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26622 members 
Mstep: Class 2 contains 48310 members 
Entering Unmasked Estep 
Score: -9533228.000000 Penalty: 3340.362549
	Iteration 59Q: 3 clusters Score -9533228 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26491 members 
Mstep: Class 2 contains 48441 members 
Entering Unmasked Estep 
Score: -9533216.000000 Penalty: 3340.362549
	Iteration 60F: 3 clusters Score -9533216 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26381 members 
Mstep: Class 2 contains 48551 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9533216 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26269 members 
Mstep: Class 2 contains 48663 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9533216 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26159 members 
Mstep: Class 2 contains 48773 members 
Entering Unmasked Estep 
Score: -9533202.000000 Penalty: 3340.362549
	Iteration 63Q: 3 clusters Score -9533202 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26040 members 
Mstep: Class 2 contains 48892 members 
Entering Unmasked Estep 
Score: -9533210.000000 Penalty: 3340.362549
	Iteration 64Q: 3 clusters Score -9533210 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25920 members 
Mstep: Class 2 contains 49012 members 
Entering Unmasked Estep 
Score: -9533190.000000 Penalty: 3340.362549
	Iteration 65Q: 3 clusters Score -9533190 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25792 members 
Mstep: Class 2 contains 49140 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9533189 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25672 members 
Mstep: Class 2 contains 49260 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9533188 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25566 members 
Mstep: Class 2 contains 49366 members 
Entering Unmasked Estep 
Score: -9533175.000000 Penalty: 3340.362549
	Iteration 68Q: 3 clusters Score -9533175 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25464 members 
Mstep: Class 2 contains 49468 members 
Entering Unmasked Estep 
Score: -9533173.000000 Penalty: 3340.362549
	Iteration 69Q: 3 clusters Score -9533173 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25361 members 
Mstep: Class 2 contains 49571 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9533189 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 49682 members 
Entering Unmasked Estep 
Score: -9533179.000000 Penalty: 3340.362549
	Iteration 71Q: 3 clusters Score -9533179 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25126 members 
Mstep: Class 2 contains 49806 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9533179 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24992 members 
Mstep: Class 2 contains 49940 members 
Entering Unmasked Estep 
Score: -9533168.000000 Penalty: 3340.362549
	Iteration 73Q: 3 clusters Score -9533168 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24848 members 
Mstep: Class 2 contains 50084 members 
Entering Unmasked Estep 
Score: -9533134.000000 Penalty: 3340.362549
	Iteration 74Q: 3 clusters Score -9533134 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24710 members 
Mstep: Class 2 contains 50222 members 
Entering Unmasked Estep 
Score: -9533107.000000 Penalty: 3340.362549
	Iteration 75Q: 3 clusters Score -9533107 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24572 members 
Mstep: Class 2 contains 50360 members 
Entering Unmasked Estep 
Score: -9533110.000000 Penalty: 3340.362549
	Iteration 76Q: 3 clusters Score -9533110 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24443 members 
Mstep: Class 2 contains 50489 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9533106 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24324 members 
Mstep: Class 2 contains 50608 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9533107 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24190 members 
Mstep: Class 2 contains 50742 members 
Entering Unmasked Estep 
Score: -9533120.000000 Penalty: 3340.362549
	Iteration 79Q: 3 clusters Score -9533120 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24047 members 
Mstep: Class 2 contains 50885 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9533121 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23894 members 
Mstep: Class 2 contains 51038 members 
Entering Unmasked Estep 
Score: -9533128.000000 Penalty: 3340.362549
	Iteration 81Q: 3 clusters Score -9533128 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 51195 members 
Entering Unmasked Estep 
Score: -9533113.000000 Penalty: 3340.362549
	Iteration 82Q: 3 clusters Score -9533113 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 51347 members 
Entering Unmasked Estep 
Score: -9533131.000000 Penalty: 3340.362549
	Iteration 83Q: 3 clusters Score -9533131 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 51503 members 
Entering Unmasked Estep 
Score: -9533139.000000 Penalty: 3340.362549
	Iteration 84Q: 3 clusters Score -9533139 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23277 members 
Mstep: Class 2 contains 51655 members 
Entering Unmasked Estep 
Score: -9533152.000000 Penalty: 3340.362549
	Iteration 85Q: 3 clusters Score -9533152 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23113 members 
Mstep: Class 2 contains 51819 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9533168 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22956 members 
Mstep: Class 2 contains 51976 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9533135 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22796 members 
Mstep: Class 2 contains 52136 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9533134 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 52289 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9533135 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 52442 members 
Entering Unmasked Estep 
Score: -9533132.000000 Penalty: 3340.362549
	Iteration 90Q: 3 clusters Score -9533132 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22328 members 
Mstep: Class 2 contains 52604 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9533121 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 52757 members 
Entering Unmasked Estep 
Score: -9533102.000000 Penalty: 3340.362549
	Iteration 92Q: 3 clusters Score -9533102 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22011 members 
Mstep: Class 2 contains 52921 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9533134 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21848 members 
Mstep: Class 2 contains 53084 members 
Entering Unmasked Estep 
Score: -9533126.000000 Penalty: 3340.362549
	Iteration 94Q: 3 clusters Score -9533126 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 53267 members 
Entering Unmasked Estep 
Score: -9533155.000000 Penalty: 3340.362549
	Iteration 95Q: 3 clusters Score -9533155 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 53449 members 
Entering Unmasked Estep 
Score: -9533165.000000 Penalty: 3340.362549
	Iteration 96Q: 3 clusters Score -9533165 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 53605 members 
Entering Unmasked Estep 
Score: -9533151.000000 Penalty: 3340.362549
	Iteration 97Q: 3 clusters Score -9533151 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 53749 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9533151 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21033 members 
Mstep: Class 2 contains 53899 members 
Entering Unmasked Estep 
Score: -9533137.000000 Penalty: 3340.362549
	Iteration 99Q: 3 clusters Score -9533137 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 54058 members 
Entering Unmasked Estep 
Score: -9533149.000000 Penalty: 3340.362549
	Iteration 100F: 3 clusters Score -9533149 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 54180 members 
Entering Unmasked Estep 
Score: -9533152.000000 Penalty: 3340.362549
	Iteration 101Q: 3 clusters Score -9533152 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 54294 members 
Entering Unmasked Estep 
Score: -9533145.000000 Penalty: 3340.362549
	Iteration 102Q: 3 clusters Score -9533145 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 54406 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9533145 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20412 members 
Mstep: Class 2 contains 54520 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -9533121 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20298 members 
Mstep: Class 2 contains 54634 members 
Entering Unmasked Estep 
Score: -9533123.000000 Penalty: 3340.362549
	Iteration 105Q: 3 clusters Score -9533123 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 54754 members 
Entering Unmasked Estep 
Score: -9533117.000000 Penalty: 3340.362549
	Iteration 106Q: 3 clusters Score -9533117 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20058 members 
Mstep: Class 2 contains 54874 members 
Entering Unmasked Estep 
Score: -9533122.000000 Penalty: 3340.362549
	Iteration 107Q: 3 clusters Score -9533122 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 55016 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9533124 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 55150 members 
Entering Unmasked Estep 
Score: -9533129.000000 Penalty: 3340.362549
	Iteration 109Q: 3 clusters Score -9533129 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 55281 members 
Entering Unmasked Estep 
Score: -9533104.000000 Penalty: 3340.362549
	Iteration 110Q: 3 clusters Score -9533104 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 55433 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -9533099 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 55578 members 
Entering Unmasked Estep 
Score: -9533093.000000 Penalty: 3340.362549
	Iteration 112Q: 3 clusters Score -9533093 nChanged 148
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 55726 members 
Entering Unmasked Estep 
Score: -9533060.000000 Penalty: 3340.362549
	Iteration 113Q: 3 clusters Score -9533060 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 55890 members 
Entering Unmasked Estep 
Score: -9533064.000000 Penalty: 3340.362549
	Iteration 114Q: 3 clusters Score -9533064 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18879 members 
Mstep: Class 2 contains 56053 members 
Entering Unmasked Estep 
Score: -9533047.000000 Penalty: 3340.362549
	Iteration 115Q: 3 clusters Score -9533047 nChanged 166
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 56217 members 
Entering Unmasked Estep 
Score: -9533044.000000 Penalty: 3340.362549
	Iteration 116Q: 3 clusters Score -9533044 nChanged 148
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 56363 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -9533047 nChanged 122
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 56485 members 
Entering Unmasked Estep 
Score: -9533050.000000 Penalty: 3340.362549
	Iteration 118Q: 3 clusters Score -9533050 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 56594 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -9533065 nChanged 127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 56721 members 
Entering Unmasked Estep 
Score: -9533057.000000 Penalty: 3340.362549
	Iteration 120F: 3 clusters Score -9533057 nChanged 133
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Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 56852 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -9533054 nChanged 141
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Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 56993 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -9533057 nChanged 166
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Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 57157 members 
Entering Unmasked Estep 
Score: -9533052.000000 Penalty: 3340.362549
	Iteration 123Q: 3 clusters Score -9533052 nChanged 168
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Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 57323 members 
Entering Unmasked Estep 
Score: -9533070.000000 Penalty: 3340.362549
	Iteration 124Q: 3 clusters Score -9533070 nChanged 182
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Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 57505 members 
Entering Unmasked Estep 
Score: -9533079.000000 Penalty: 3340.362549
	Iteration 125Q: 3 clusters Score -9533079 nChanged 177
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Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 57682 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -9533062 nChanged 171
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -9533090 nChanged 185
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Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 58036 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -9533077 nChanged 169
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Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 58205 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -9533092 nChanged 157
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Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 58360 members 
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	Iteration 130Q: 3 clusters Score -9533079 nChanged 167
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Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 58527 members 
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	Iteration 131Q: 3 clusters Score -9533074 nChanged 142
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Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 58669 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -9533067 nChanged 138
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Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 58807 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -9533097 nChanged 149
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Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 58956 members 
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	Iteration 134Q: 3 clusters Score -9533106 nChanged 135
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Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 59091 members 
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	Iteration 135Q: 3 clusters Score -9533106 nChanged 158
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Mstep: Class 2 contains 59249 members 
Entering Unmasked Estep 
Score: -9533111.000000 Penalty: 3340.362549
	Iteration 136Q: 3 clusters Score -9533111 nChanged 164
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Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 59413 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -9533132 nChanged 151
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Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 59562 members 
Entering Unmasked Estep 
Score: -9533109.000000 Penalty: 3340.362549
	Iteration 138Q: 3 clusters Score -9533109 nChanged 150
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Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 59712 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -9533118 nChanged 169
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Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 59881 members 
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	Iteration 140F: 3 clusters Score -9533121 nChanged 172
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Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 60051 members 
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	Iteration 141Q: 3 clusters Score -9533093 nChanged 186
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Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 60237 members 
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	Iteration 142Q: 3 clusters Score -9533117 nChanged 183
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Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 60420 members 
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	Iteration 143Q: 3 clusters Score -9533120 nChanged 172
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Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 60592 members 
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	Iteration 144Q: 3 clusters Score -9533144 nChanged 176
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Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 60768 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -9533173 nChanged 178
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Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 60946 members 
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	Iteration 146Q: 3 clusters Score -9533189 nChanged 185
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Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 61131 members 
Entering Unmasked Estep 
Score: -9533208.000000 Penalty: 3340.362549
	Iteration 147Q: 3 clusters Score -9533208 nChanged 217
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Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 61348 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -9533188 nChanged 224
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Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 61572 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -9533201 nChanged 197
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 61963 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 62168 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 62361 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 62545 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 62724 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 62901 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 63103 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 63304 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 63500 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 63695 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -9533390 nChanged 178
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Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 63873 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 64056 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 64246 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 64426 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 64589 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 64726 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 64874 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 65028 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 65173 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -9533410 nChanged 138
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Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 65311 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 65466 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -9533396 nChanged 155
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Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 65621 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -9533429 nChanged 155
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Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 65776 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -9533447 nChanged 143
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Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 65919 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -9533450 nChanged 146
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Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 66065 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 66233 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 66428 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 66615 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 66817 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 67023 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -9533538 nChanged 199
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Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 67222 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7506 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 7304 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 7115 members 
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Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 68019 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -9533622 nChanged 177
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Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 68196 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 68357 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 68519 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 68668 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 68802 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 68928 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -9533716 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 69033 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -9533714 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 69136 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 69253 members 
Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -9533724 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 69362 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 69451 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -9533720 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 69538 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -9533731 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 69639 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -9533760 nChanged 97
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Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 69736 members 
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	Iteration 199Q: 3 clusters Score -9533778 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 69833 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -9533777 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 69940 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -9533807 nChanged 119
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 70059 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -9533873 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 70167 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 70270 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -9533923 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 70378 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -9533972 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4446 members 
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	Iteration 206Q: 3 clusters Score -9533966 nChanged 106
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Mstep: Class 1 contains 4340 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 70677 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 70761 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -9533943 nChanged 91
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Mstep: Class 1 contains 4080 members 
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Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -9533920 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4008 members 
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Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -9533944 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
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Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -9533956 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3890 members 
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Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -9533963 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3832 members 
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Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -9533960 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3779 members 
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Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -9533940 nChanged 62
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Mstep: Class 1 contains 3717 members 
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Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -9533930 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3662 members 
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	Iteration 217Q: 3 clusters Score -9533944 nChanged 61
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Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 71327 members 
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	Iteration 218Q: 3 clusters Score -9533938 nChanged 50
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -9533923 nChanged 38
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	Iteration 220F: 3 clusters Score -9533941 nChanged 40
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Mstep: Class 1 contains 3477 members 
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	Iteration 221Q: 3 clusters Score -9533954 nChanged 54
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Mstep: Class 1 contains 3423 members 
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	Iteration 222Q: 3 clusters Score -9533989 nChanged 32
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Mstep: Class 1 contains 3391 members 
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	Iteration 223Q: 3 clusters Score -9533984 nChanged 39
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Mstep: Class 1 contains 3352 members 
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	Iteration 224Q: 3 clusters Score -9533983 nChanged 41
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Mstep: Class 1 contains 3311 members 
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	Iteration 226Q: 3 clusters Score -9533982 nChanged 41
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	Iteration 227Q: 3 clusters Score -9533963 nChanged 38
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Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -9533965 nChanged 32
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	Iteration 229Q: 3 clusters Score -9533969 nChanged 36
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	Iteration 230Q: 3 clusters Score -9533957 nChanged 36
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Mstep: Class 1 contains 3093 members 
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Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -9533979 nChanged 34
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Mstep: Class 1 contains 3061 members 
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	Iteration 232Q: 3 clusters Score -9533984 nChanged 30
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Mstep: Class 1 contains 3031 members 
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	Iteration 233Q: 3 clusters Score -9533979 nChanged 28
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Mstep: Class 1 contains 3003 members 
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	Iteration 234Q: 3 clusters Score -9533987 nChanged 30
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Mstep: Class 1 contains 2973 members 
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	Iteration 235Q: 3 clusters Score -9533989 nChanged 24
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Mstep: Class 1 contains 2949 members 
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	Iteration 236Q: 3 clusters Score -9533989 nChanged 38
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	Iteration 238Q: 3 clusters Score -9533982 nChanged 26
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	Iteration 239Q: 3 clusters Score -9533975 nChanged 19
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	Iteration 240F: 3 clusters Score -9533972 nChanged 16
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	Iteration 241Q: 3 clusters Score -9533975 nChanged 14
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	Iteration 242Q: 3 clusters Score -9533985 nChanged 19
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Score: -9533982.000000 Penalty: 3340.362549
	Iteration 243Q: 3 clusters Score -9533982 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 72168 members 
Entering Unmasked Estep 
Score: -9533963.000000 Penalty: 3340.362549
	Iteration 244Q: 3 clusters Score -9533963 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 72189 members 
Entering Unmasked Estep 
Score: -9533969.000000 Penalty: 3340.362549
	Iteration 245Q: 3 clusters Score -9533969 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 72206 members 
Entering Unmasked Estep 
Score: -9533950.000000 Penalty: 3340.362549
	Iteration 246Q: 3 clusters Score -9533950 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 72225 members 
Entering Unmasked Estep 
Score: -9533961.000000 Penalty: 3340.362549
	Iteration 247Q: 3 clusters Score -9533961 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 72239 members 
Entering Unmasked Estep 
Score: -9533958.000000 Penalty: 3340.362549
	Iteration 248Q: 3 clusters Score -9533958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 72251 members 
Entering Unmasked Estep 
Score: -9533950.000000 Penalty: 3340.362549
	Iteration 249Q: 3 clusters Score -9533950 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 72263 members 
Entering Unmasked Estep 
Score: -9533948.000000 Penalty: 3340.362549
	Iteration 250Q: 3 clusters Score -9533948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 72272 members 
Entering Unmasked Estep 
Score: -9533943.000000 Penalty: 3340.362549
	Iteration 251Q: 3 clusters Score -9533943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 72277 members 
Entering Unmasked Estep 
Score: -9533937.000000 Penalty: 3340.362549
	Iteration 252Q: 3 clusters Score -9533937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 72278 members 
Entering Unmasked Estep 
Score: -9533940.000000 Penalty: 3340.362549
	Iteration 253Q: 3 clusters Score -9533940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 72282 members 
Entering Unmasked Estep 
Score: -9533941.000000 Penalty: 3340.362549
	Iteration 254Q: 3 clusters Score -9533941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 72287 members 
Entering Unmasked Estep 
Score: -9533941.000000 Penalty: 3340.362549
	Iteration 255Q: 3 clusters Score -9533941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 72291 members 
Entering Unmasked Estep 
Score: -9533941.000000 Penalty: 3340.362549
	Iteration 256Q: 3 clusters Score -9533941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 72295 members 
Entering Unmasked Estep 
Score: -9533944.000000 Penalty: 3340.362549
	Iteration 257Q: 3 clusters Score -9533944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 72296 members 
Entering Unmasked Estep 
Score: -9533945.000000 Penalty: 3340.362549
	Iteration 258Q: 3 clusters Score -9533945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 72296 members 
Entering Unmasked Estep 
Score: -9533945.000000 Penalty: 3340.362549
	Iteration 259F: 3 clusters Score -9533945 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (41373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41373 members 
Entering Unmasked Estep 
Score: -5084579.500000 Penalty: 1581.801147
	Iteration 0F: 2 clusters Score -5084580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -5057669.500000 Penalty: 3163.602295
	Iteration 0F: 3 clusters Score -5057670 nChanged 19071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -5068409.000000 Penalty: 3163.602295
	Iteration 1F: 3 clusters Score -5068409 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -5069113.500000 Penalty: 3163.602295
	Iteration 2Q: 3 clusters Score -5069114 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -5069919.500000 Penalty: 3163.602295
	Iteration 3Q: 3 clusters Score -5069920 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -5070798.000000 Penalty: 3163.602295
	Iteration 4Q: 3 clusters Score -5070798 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22797 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -5071826.000000 Penalty: 3163.602295
	Iteration 5F: 3 clusters Score -5071826 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23709 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -5072984.000000 Penalty: 3163.602295
	Iteration 6F: 3 clusters Score -5072984 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24716 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -5074138.500000 Penalty: 3163.602295
	Iteration 7F: 3 clusters Score -5074138 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25826 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -5075194.000000 Penalty: 3163.602295
	Iteration 8F: 3 clusters Score -5075194 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26854 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -5076131.500000 Penalty: 3163.602295
	Iteration 9Q: 3 clusters Score -5076132 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27900 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -5077097.000000 Penalty: 3163.602295
	Iteration 10Q: 3 clusters Score -5077097 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28905 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -5077983.000000 Penalty: 3163.602295
	Iteration 11Q: 3 clusters Score -5077983 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29859 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -5078901.500000 Penalty: 3163.602295
	Iteration 12Q: 3 clusters Score -5078902 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30733 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -5079803.500000 Penalty: 3163.602295
	Iteration 13Q: 3 clusters Score -5079804 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31509 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -5080570.000000 Penalty: 3163.602295
	Iteration 14Q: 3 clusters Score -5080570 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32149 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -5081144.000000 Penalty: 3163.602295
	Iteration 15Q: 3 clusters Score -5081144 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32725 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -5081509.500000 Penalty: 3163.602295
	Iteration 16Q: 3 clusters Score -5081510 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33226 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -5081789.500000 Penalty: 3163.602295
	Iteration 17Q: 3 clusters Score -5081790 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33673 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -5081943.000000 Penalty: 3163.602295
	Iteration 18Q: 3 clusters Score -5081943 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34056 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -5082134.000000 Penalty: 3163.602295
	Iteration 19Q: 3 clusters Score -5082134 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34383 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -5082289.000000 Penalty: 3163.602295
	Iteration 20F: 3 clusters Score -5082289 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34707 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -5082408.500000 Penalty: 3163.602295
	Iteration 21Q: 3 clusters Score -5082408 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35009 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -5082533.000000 Penalty: 3163.602295
	Iteration 22Q: 3 clusters Score -5082533 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35292 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -5082652.000000 Penalty: 3163.602295
	Iteration 23Q: 3 clusters Score -5082652 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35544 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -5082735.000000 Penalty: 3163.602295
	Iteration 24Q: 3 clusters Score -5082735 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35775 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -5082815.000000 Penalty: 3163.602295
	Iteration 25Q: 3 clusters Score -5082815 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36000 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -5082909.500000 Penalty: 3163.602295
	Iteration 26Q: 3 clusters Score -5082910 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36223 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -5083025.000000 Penalty: 3163.602295
	Iteration 27Q: 3 clusters Score -5083025 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36402 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -5083098.000000 Penalty: 3163.602295
	Iteration 28Q: 3 clusters Score -5083098 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36567 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -5083146.000000 Penalty: 3163.602295
	Iteration 29Q: 3 clusters Score -5083146 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36716 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -5083189.000000 Penalty: 3163.602295
	Iteration 30Q: 3 clusters Score -5083189 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36847 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -5083195.000000 Penalty: 3163.602295
	Iteration 31Q: 3 clusters Score -5083195 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36974 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -5083233.000000 Penalty: 3163.602295
	Iteration 32Q: 3 clusters Score -5083233 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37087 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -5083250.500000 Penalty: 3163.602295
	Iteration 33Q: 3 clusters Score -5083250 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37194 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -5083282.500000 Penalty: 3163.602295
	Iteration 34Q: 3 clusters Score -5083282 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37276 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -5083313.500000 Penalty: 3163.602295
	Iteration 35Q: 3 clusters Score -5083314 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37359 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -5083343.500000 Penalty: 3163.602295
	Iteration 36Q: 3 clusters Score -5083344 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37433 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -5083342.500000 Penalty: 3163.602295
	Iteration 37Q: 3 clusters Score -5083342 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37495 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -5083343.000000 Penalty: 3163.602295
	Iteration 38Q: 3 clusters Score -5083343 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37541 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -5083366.000000 Penalty: 3163.602295
	Iteration 39Q: 3 clusters Score -5083366 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37573 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -5083361.500000 Penalty: 3163.602295
	Iteration 40F: 3 clusters Score -5083362 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37605 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -5083383.000000 Penalty: 3163.602295
	Iteration 41Q: 3 clusters Score -5083383 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37644 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -5083385.500000 Penalty: 3163.602295
	Iteration 42Q: 3 clusters Score -5083386 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37684 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -5083395.500000 Penalty: 3163.602295
	Iteration 43Q: 3 clusters Score -5083396 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37716 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -5083388.500000 Penalty: 3163.602295
	Iteration 44Q: 3 clusters Score -5083388 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37749 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -5083393.500000 Penalty: 3163.602295
	Iteration 45Q: 3 clusters Score -5083394 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37786 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -5083391.500000 Penalty: 3163.602295
	Iteration 46Q: 3 clusters Score -5083392 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37816 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -5083399.500000 Penalty: 3163.602295
	Iteration 47Q: 3 clusters Score -5083400 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37846 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -5083403.500000 Penalty: 3163.602295
	Iteration 48Q: 3 clusters Score -5083404 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37877 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -5083404.000000 Penalty: 3163.602295
	Iteration 49Q: 3 clusters Score -5083404 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37905 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -5083412.000000 Penalty: 3163.602295
	Iteration 50Q: 3 clusters Score -5083412 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37931 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -5083412.500000 Penalty: 3163.602295
	Iteration 51Q: 3 clusters Score -5083412 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37958 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -5083409.500000 Penalty: 3163.602295
	Iteration 52Q: 3 clusters Score -5083410 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37976 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -5083405.000000 Penalty: 3163.602295
	Iteration 53Q: 3 clusters Score -5083405 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37998 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -5083405.500000 Penalty: 3163.602295
	Iteration 54Q: 3 clusters Score -5083406 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38012 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -5083408.000000 Penalty: 3163.602295
	Iteration 55Q: 3 clusters Score -5083408 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38028 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -5083416.500000 Penalty: 3163.602295
	Iteration 56Q: 3 clusters Score -5083416 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38043 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -5083431.500000 Penalty: 3163.602295
	Iteration 57Q: 3 clusters Score -5083432 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38057 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -5083426.000000 Penalty: 3163.602295
	Iteration 58Q: 3 clusters Score -5083426 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38077 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -5083436.500000 Penalty: 3163.602295
	Iteration 59Q: 3 clusters Score -5083436 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38098 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -5083438.000000 Penalty: 3163.602295
	Iteration 60F: 3 clusters Score -5083438 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38122 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -5083444.000000 Penalty: 3163.602295
	Iteration 61Q: 3 clusters Score -5083444 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38144 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -5083444.500000 Penalty: 3163.602295
	Iteration 62Q: 3 clusters Score -5083444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38157 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -5083446.500000 Penalty: 3163.602295
	Iteration 63Q: 3 clusters Score -5083446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38167 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -5083449.500000 Penalty: 3163.602295
	Iteration 64Q: 3 clusters Score -5083450 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38184 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -5083449.000000 Penalty: 3163.602295
	Iteration 65Q: 3 clusters Score -5083449 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38196 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -5083457.500000 Penalty: 3163.602295
	Iteration 66Q: 3 clusters Score -5083458 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38213 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -5083458.500000 Penalty: 3163.602295
	Iteration 67Q: 3 clusters Score -5083458 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38228 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -5083459.000000 Penalty: 3163.602295
	Iteration 68Q: 3 clusters Score -5083459 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38240 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -5083458.500000 Penalty: 3163.602295
	Iteration 69Q: 3 clusters Score -5083458 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38252 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -5083474.500000 Penalty: 3163.602295
	Iteration 70Q: 3 clusters Score -5083474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38263 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -5083471.000000 Penalty: 3163.602295
	Iteration 71Q: 3 clusters Score -5083471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38268 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -5083476.000000 Penalty: 3163.602295
	Iteration 72Q: 3 clusters Score -5083476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38273 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -5083474.000000 Penalty: 3163.602295
	Iteration 73Q: 3 clusters Score -5083474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38281 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -5083476.500000 Penalty: 3163.602295
	Iteration 74Q: 3 clusters Score -5083476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38285 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -5083473.000000 Penalty: 3163.602295
	Iteration 75Q: 3 clusters Score -5083473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38289 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -5083468.500000 Penalty: 3163.602295
	Iteration 76Q: 3 clusters Score -5083468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38292 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -5083469.500000 Penalty: 3163.602295
	Iteration 77Q: 3 clusters Score -5083470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38295 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -5083473.000000 Penalty: 3163.602295
	Iteration 78Q: 3 clusters Score -5083473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38297 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -5083465.500000 Penalty: 3163.602295
	Iteration 79Q: 3 clusters Score -5083466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38298 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -5083469.500000 Penalty: 3163.602295
	Iteration 80F: 3 clusters Score -5083470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38303 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -5083469.000000 Penalty: 3163.602295
	Iteration 81Q: 3 clusters Score -5083469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38307 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -5083469.000000 Penalty: 3163.602295
	Iteration 82Q: 3 clusters Score -5083469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38312 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -5083483.000000 Penalty: 3163.602295
	Iteration 83Q: 3 clusters Score -5083483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38317 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -5083471.000000 Penalty: 3163.602295
	Iteration 84Q: 3 clusters Score -5083471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38323 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -5083469.000000 Penalty: 3163.602295
	Iteration 85Q: 3 clusters Score -5083469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38327 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -5083475.500000 Penalty: 3163.602295
	Iteration 86Q: 3 clusters Score -5083476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38331 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -5083474.000000 Penalty: 3163.602295
	Iteration 87Q: 3 clusters Score -5083474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38336 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -5083477.500000 Penalty: 3163.602295
	Iteration 88Q: 3 clusters Score -5083478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38342 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -5083465.500000 Penalty: 3163.602295
	Iteration 89Q: 3 clusters Score -5083466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38349 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -5083462.500000 Penalty: 3163.602295
	Iteration 90Q: 3 clusters Score -5083462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38359 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -5083459.000000 Penalty: 3163.602295
	Iteration 91Q: 3 clusters Score -5083459 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38366 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -5083463.000000 Penalty: 3163.602295
	Iteration 92Q: 3 clusters Score -5083463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38370 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -5083462.500000 Penalty: 3163.602295
	Iteration 93Q: 3 clusters Score -5083462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38374 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -5083458.000000 Penalty: 3163.602295
	Iteration 94Q: 3 clusters Score -5083458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38378 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -5083468.000000 Penalty: 3163.602295
	Iteration 95Q: 3 clusters Score -5083468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38383 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -5083465.000000 Penalty: 3163.602295
	Iteration 96Q: 3 clusters Score -5083465 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38390 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -5083463.500000 Penalty: 3163.602295
	Iteration 97Q: 3 clusters Score -5083464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38397 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -5083470.500000 Penalty: 3163.602295
	Iteration 98Q: 3 clusters Score -5083470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38404 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -5083479.000000 Penalty: 3163.602295
	Iteration 99Q: 3 clusters Score -5083479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38407 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -5083474.500000 Penalty: 3163.602295
	Iteration 100F: 3 clusters Score -5083474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38411 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -5083479.000000 Penalty: 3163.602295
	Iteration 101Q: 3 clusters Score -5083479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38410 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -5083480.000000 Penalty: 3163.602295
	Iteration 102Q: 3 clusters Score -5083480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38410 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -5083480.000000 Penalty: 3163.602295
	Iteration 103F: 3 clusters Score -5083480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Entering Unmasked Estep 
Score: -952084.937500 Penalty: 1327.612183
	Iteration 0F: 2 clusters Score -952084.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -946891.812500 Penalty: 2655.224365
	Iteration 0F: 3 clusters Score -946891.8 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -948539.437500 Penalty: 2655.224365
	Iteration 1F: 3 clusters Score -948539.4 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -948796.812500 Penalty: 2655.224365
	Iteration 2F: 3 clusters Score -948796.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -948943.562500 Penalty: 2655.224365
	Iteration 3Q: 3 clusters Score -948943.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -949052.750000 Penalty: 2655.224365
	Iteration 4Q: 3 clusters Score -949052.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -949137.125000 Penalty: 2655.224365
	Iteration 5Q: 3 clusters Score -949137.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -949224.937500 Penalty: 2655.224365
	Iteration 6Q: 3 clusters Score -949224.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -949317.187500 Penalty: 2655.224365
	Iteration 7Q: 3 clusters Score -949317.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -949410.125000 Penalty: 2655.224365
	Iteration 8Q: 3 clusters Score -949410.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -949496.187500 Penalty: 2655.224365
	Iteration 9Q: 3 clusters Score -949496.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -949571.562500 Penalty: 2655.224365
	Iteration 10Q: 3 clusters Score -949571.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -949638.062500 Penalty: 2655.224365
	Iteration 11Q: 3 clusters Score -949638.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -949710.562500 Penalty: 2655.224365
	Iteration 12Q: 3 clusters Score -949710.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -949791.750000 Penalty: 2655.224365
	Iteration 13Q: 3 clusters Score -949791.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -949886.375000 Penalty: 2655.224365
	Iteration 14Q: 3 clusters Score -949886.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -949985.687500 Penalty: 2655.224365
	Iteration 15Q: 3 clusters Score -949985.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -950109.312500 Penalty: 2655.224365
	Iteration 16Q: 3 clusters Score -950109.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -950222.812500 Penalty: 2655.224365
	Iteration 17Q: 3 clusters Score -950222.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -950331.875000 Penalty: 2655.224365
	Iteration 18Q: 3 clusters Score -950331.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -950442.250000 Penalty: 2655.224365
	Iteration 19Q: 3 clusters Score -950442.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -950538.937500 Penalty: 2655.224365
	Iteration 20F: 3 clusters Score -950538.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -950620.062500 Penalty: 2655.224365
	Iteration 21Q: 3 clusters Score -950620.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -950697.437500 Penalty: 2655.224365
	Iteration 22Q: 3 clusters Score -950697.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -950764.062500 Penalty: 2655.224365
	Iteration 23Q: 3 clusters Score -950764.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -950824.062500 Penalty: 2655.224365
	Iteration 24Q: 3 clusters Score -950824.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -950871.562500 Penalty: 2655.224365
	Iteration 25Q: 3 clusters Score -950871.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -950909.812500 Penalty: 2655.224365
	Iteration 26Q: 3 clusters Score -950909.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -950953.875000 Penalty: 2655.224365
	Iteration 27Q: 3 clusters Score -950953.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -950979.062500 Penalty: 2655.224365
	Iteration 28Q: 3 clusters Score -950979.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -950993.062500 Penalty: 2655.224365
	Iteration 29Q: 3 clusters Score -950993.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -951000.937500 Penalty: 2655.224365
	Iteration 30Q: 3 clusters Score -951000.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -951007.875000 Penalty: 2655.224365
	Iteration 31Q: 3 clusters Score -951007.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -951013.625000 Penalty: 2655.224365
	Iteration 32Q: 3 clusters Score -951013.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -951015.750000 Penalty: 2655.224365
	Iteration 33Q: 3 clusters Score -951015.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -951018.687500 Penalty: 2655.224365
	Iteration 34Q: 3 clusters Score -951018.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -951020.187500 Penalty: 2655.224365
	Iteration 35Q: 3 clusters Score -951020.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -951021.312500 Penalty: 2655.224365
	Iteration 36Q: 3 clusters Score -951021.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -951024.625000 Penalty: 2655.224365
	Iteration 37Q: 3 clusters Score -951024.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -951029.000000 Penalty: 2655.224365
	Iteration 38Q: 3 clusters Score -951029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -951030.250000 Penalty: 2655.224365
	Iteration 39Q: 3 clusters Score -951030.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -951030.562500 Penalty: 2655.224365
	Iteration 40F: 3 clusters Score -951030.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -951033.062500 Penalty: 2655.224365
	Iteration 41Q: 3 clusters Score -951033.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -951032.375000 Penalty: 2655.224365
	Iteration 42Q: 3 clusters Score -951032.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -951031.437500 Penalty: 2655.224365
	Iteration 43Q: 3 clusters Score -951031.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -951031.437500 Penalty: 2655.224365
	Iteration 44F: 3 clusters Score -951031.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Entering Unmasked Estep 
Score: -287410.937500 Penalty: 1172.944702
	Iteration 0F: 2 clusters Score -287410.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -285169.968750 Penalty: 2345.889404
	Iteration 0F: 3 clusters Score -285170 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -285818.281250 Penalty: 2345.889404
	Iteration 1F: 3 clusters Score -285818.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -286003.843750 Penalty: 2345.889404
	Iteration 2F: 3 clusters Score -286003.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -286117.468750 Penalty: 2345.889404
	Iteration 3F: 3 clusters Score -286117.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -286174.343750 Penalty: 2345.889404
	Iteration 4Q: 3 clusters Score -286174.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -286207.718750 Penalty: 2345.889404
	Iteration 5Q: 3 clusters Score -286207.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -286233.312500 Penalty: 2345.889404
	Iteration 6Q: 3 clusters Score -286233.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -286267.000000 Penalty: 2345.889404
	Iteration 7Q: 3 clusters Score -286267 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -286309.093750 Penalty: 2345.889404
	Iteration 8Q: 3 clusters Score -286309.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -286355.031250 Penalty: 2345.889404
	Iteration 9Q: 3 clusters Score -286355 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -286431.531250 Penalty: 2345.889404
	Iteration 10Q: 3 clusters Score -286431.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -286520.125000 Penalty: 2345.889404
	Iteration 11Q: 3 clusters Score -286520.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -286603.562500 Penalty: 2345.889404
	Iteration 12Q: 3 clusters Score -286603.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -286714.437500 Penalty: 2345.889404
	Iteration 13Q: 3 clusters Score -286714.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -286812.750000 Penalty: 2345.889404
	Iteration 14Q: 3 clusters Score -286812.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -286906.062500 Penalty: 2345.889404
	Iteration 15Q: 3 clusters Score -286906.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -286964.343750 Penalty: 2345.889404
	Iteration 16Q: 3 clusters Score -286964.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -287019.500000 Penalty: 2345.889404
	Iteration 17Q: 3 clusters Score -287019.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -287072.750000 Penalty: 2345.889404
	Iteration 18Q: 3 clusters Score -287072.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -287118.937500 Penalty: 2345.889404
	Iteration 19Q: 3 clusters Score -287118.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -287143.250000 Penalty: 2345.889404
	Iteration 20F: 3 clusters Score -287143.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -287164.656250 Penalty: 2345.889404
	Iteration 21Q: 3 clusters Score -287164.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -287179.937500 Penalty: 2345.889404
	Iteration 22Q: 3 clusters Score -287179.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -287188.187500 Penalty: 2345.889404
	Iteration 23Q: 3 clusters Score -287188.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -287194.750000 Penalty: 2345.889404
	Iteration 24Q: 3 clusters Score -287194.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -287198.812500 Penalty: 2345.889404
	Iteration 25Q: 3 clusters Score -287198.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -287202.781250 Penalty: 2345.889404
	Iteration 26Q: 3 clusters Score -287202.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -287205.843750 Penalty: 2345.889404
	Iteration 27Q: 3 clusters Score -287205.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -287207.656250 Penalty: 2345.889404
	Iteration 28Q: 3 clusters Score -287207.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -287212.406250 Penalty: 2345.889404
	Iteration 29Q: 3 clusters Score -287212.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -287219.750000 Penalty: 2345.889404
	Iteration 30Q: 3 clusters Score -287219.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -287222.500000 Penalty: 2345.889404
	Iteration 31Q: 3 clusters Score -287222.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -287224.093750 Penalty: 2345.889404
	Iteration 32Q: 3 clusters Score -287224.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -287227.125000 Penalty: 2345.889404
	Iteration 33Q: 3 clusters Score -287227.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -287228.031250 Penalty: 2345.889404
	Iteration 34Q: 3 clusters Score -287228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -287228.843750 Penalty: 2345.889404
	Iteration 35Q: 3 clusters Score -287228.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -287228.843750 Penalty: 2345.889404
	Iteration 36F: 3 clusters Score -287228.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (67684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67684 members 
Entering Unmasked Estep 
Score: -8430325.000000 Penalty: 1655.043701
	Iteration 0F: 2 clusters Score -8430325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33982 members 
Mstep: Class 2 contains 33702 members 
Entering Unmasked Estep 
Score: -8388235.000000 Penalty: 3310.087402
	Iteration 0F: 3 clusters Score -8388235 nChanged 31623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34775 members 
Mstep: Class 2 contains 32909 members 
Entering Unmasked Estep 
Score: -8406125.000000 Penalty: 3310.087402
	Iteration 1F: 3 clusters Score -8406125 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35432 members 
Mstep: Class 2 contains 32252 members 
Entering Unmasked Estep 
Score: -8406690.000000 Penalty: 3310.087402
	Iteration 2Q: 3 clusters Score -8406690 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36413 members 
Mstep: Class 2 contains 31271 members 
Entering Unmasked Estep 
Score: -8407347.000000 Penalty: 3310.087402
	Iteration 3Q: 3 clusters Score -8407347 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37858 members 
Mstep: Class 2 contains 29826 members 
Entering Unmasked Estep 
Score: -8408077.000000 Penalty: 3310.087402
	Iteration 4Q: 3 clusters Score -8408077 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39954 members 
Mstep: Class 2 contains 27730 members 
Entering Unmasked Estep 
Score: -8409079.000000 Penalty: 3310.087402
	Iteration 5Q: 3 clusters Score -8409079 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42805 members 
Mstep: Class 2 contains 24879 members 
Entering Unmasked Estep 
Score: -8410398.000000 Penalty: 3310.087402
	Iteration 6Q: 3 clusters Score -8410398 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46598 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -8412469.000000 Penalty: 3310.087402
	Iteration 7F: 3 clusters Score -8412469 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51300 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -8415529.000000 Penalty: 3310.087402
	Iteration 8F: 3 clusters Score -8415529 nChanged 5220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56508 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -8419465.000000 Penalty: 3310.087402
	Iteration 9F: 3 clusters Score -8419465 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61211 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -8423352.000000 Penalty: 3310.087402
	Iteration 10F: 3 clusters Score -8423352 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64451 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -8426144.000000 Penalty: 3310.087402
	Iteration 11Q: 3 clusters Score -8426144 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66162 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -8427652.000000 Penalty: 3310.087402
	Iteration 12Q: 3 clusters Score -8427652 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66876 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -8428332.000000 Penalty: 3310.087402
	Iteration 13Q: 3 clusters Score -8428332 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67155 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -8428668.000000 Penalty: 3310.087402
	Iteration 14Q: 3 clusters Score -8428668 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67257 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -8428819.000000 Penalty: 3310.087402
	Iteration 15Q: 3 clusters Score -8428819 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67303 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -8428888.000000 Penalty: 3310.087402
	Iteration 16Q: 3 clusters Score -8428888 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67331 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -8428936.000000 Penalty: 3310.087402
	Iteration 17Q: 3 clusters Score -8428936 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67354 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -8428987.000000 Penalty: 3310.087402
	Iteration 18Q: 3 clusters Score -8428987 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67364 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -8429000.000000 Penalty: 3310.087402
	Iteration 19Q: 3 clusters Score -8429000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67374 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -8429006.000000 Penalty: 3310.087402
	Iteration 20F: 3 clusters Score -8429006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67379 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -8429007.000000 Penalty: 3310.087402
	Iteration 21Q: 3 clusters Score -8429007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67382 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -8429014.000000 Penalty: 3310.087402
	Iteration 22Q: 3 clusters Score -8429014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67384 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -8429018.000000 Penalty: 3310.087402
	Iteration 23Q: 3 clusters Score -8429018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67384 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -8429023.000000 Penalty: 3310.087402
	Iteration 24Q: 3 clusters Score -8429023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67383 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -8429017.000000 Penalty: 3310.087402
	Iteration 25Q: 3 clusters Score -8429017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67383 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -8429017.000000 Penalty: 3310.087402
	Iteration 26F: 3 clusters Score -8429017 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (46633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46633 members 
Entering Unmasked Estep 
Score: -5701009.500000 Penalty: 1599.609497
	Iteration 0F: 2 clusters Score -5701010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23328 members 
Mstep: Class 2 contains 23305 members 
Entering Unmasked Estep 
Score: -5670877.500000 Penalty: 3199.218994
	Iteration 0F: 3 clusters Score -5670878 nChanged 21541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23627 members 
Mstep: Class 2 contains 23006 members 
Entering Unmasked Estep 
Score: -5682668.000000 Penalty: 3199.218994
	Iteration 1F: 3 clusters Score -5682668 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 22855 members 
Entering Unmasked Estep 
Score: -5683323.000000 Penalty: 3199.218994
	Iteration 2Q: 3 clusters Score -5683323 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23958 members 
Mstep: Class 2 contains 22675 members 
Entering Unmasked Estep 
Score: -5684039.500000 Penalty: 3199.218994
	Iteration 3Q: 3 clusters Score -5684040 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24225 members 
Mstep: Class 2 contains 22408 members 
Entering Unmasked Estep 
Score: -5684814.000000 Penalty: 3199.218994
	Iteration 4Q: 3 clusters Score -5684814 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24540 members 
Mstep: Class 2 contains 22093 members 
Entering Unmasked Estep 
Score: -5685897.000000 Penalty: 3199.218994
	Iteration 5Q: 3 clusters Score -5685897 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24959 members 
Mstep: Class 2 contains 21674 members 
Entering Unmasked Estep 
Score: -5687017.000000 Penalty: 3199.218994
	Iteration 6Q: 3 clusters Score -5687017 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25490 members 
Mstep: Class 2 contains 21143 members 
Entering Unmasked Estep 
Score: -5688351.000000 Penalty: 3199.218994
	Iteration 7F: 3 clusters Score -5688351 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26020 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -5689720.000000 Penalty: 3199.218994
	Iteration 8F: 3 clusters Score -5689720 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -5691157.500000 Penalty: 3199.218994
	Iteration 9F: 3 clusters Score -5691158 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27180 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -5692490.000000 Penalty: 3199.218994
	Iteration 10Q: 3 clusters Score -5692490 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27740 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
Score: -5693358.500000 Penalty: 3199.218994
	Iteration 11Q: 3 clusters Score -5693358 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28251 members 
Mstep: Class 2 contains 18382 members 
Entering Unmasked Estep 
Score: -5693977.500000 Penalty: 3199.218994
	Iteration 12Q: 3 clusters Score -5693978 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28754 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -5694374.500000 Penalty: 3199.218994
	Iteration 13Q: 3 clusters Score -5694374 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29240 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -5694647.500000 Penalty: 3199.218994
	Iteration 14Q: 3 clusters Score -5694648 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29689 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -5694882.000000 Penalty: 3199.218994
	Iteration 15Q: 3 clusters Score -5694882 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30154 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -5695071.000000 Penalty: 3199.218994
	Iteration 16Q: 3 clusters Score -5695071 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30590 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -5695221.000000 Penalty: 3199.218994
	Iteration 17Q: 3 clusters Score -5695221 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31030 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -5695413.000000 Penalty: 3199.218994
	Iteration 18Q: 3 clusters Score -5695413 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31461 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -5695589.500000 Penalty: 3199.218994
	Iteration 19Q: 3 clusters Score -5695590 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31949 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -5695774.500000 Penalty: 3199.218994
	Iteration 20F: 3 clusters Score -5695774 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32419 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -5695947.500000 Penalty: 3199.218994
	Iteration 21Q: 3 clusters Score -5695948 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32892 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -5696091.000000 Penalty: 3199.218994
	Iteration 22Q: 3 clusters Score -5696091 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33374 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -5696257.500000 Penalty: 3199.218994
	Iteration 23Q: 3 clusters Score -5696258 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33841 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -5696421.000000 Penalty: 3199.218994
	Iteration 24Q: 3 clusters Score -5696421 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34355 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -5696601.000000 Penalty: 3199.218994
	Iteration 25Q: 3 clusters Score -5696601 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34854 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -5696803.500000 Penalty: 3199.218994
	Iteration 26Q: 3 clusters Score -5696804 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35394 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -5696969.500000 Penalty: 3199.218994
	Iteration 27Q: 3 clusters Score -5696970 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35934 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -5697126.000000 Penalty: 3199.218994
	Iteration 28Q: 3 clusters Score -5697126 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36473 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -5697288.000000 Penalty: 3199.218994
	Iteration 29Q: 3 clusters Score -5697288 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37022 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -5697500.500000 Penalty: 3199.218994
	Iteration 30Q: 3 clusters Score -5697500 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37570 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -5697677.000000 Penalty: 3199.218994
	Iteration 31Q: 3 clusters Score -5697677 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38100 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -5697866.500000 Penalty: 3199.218994
	Iteration 32Q: 3 clusters Score -5697866 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38574 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -5698024.000000 Penalty: 3199.218994
	Iteration 33Q: 3 clusters Score -5698024 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39035 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -5698165.500000 Penalty: 3199.218994
	Iteration 34Q: 3 clusters Score -5698166 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39477 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -5698276.500000 Penalty: 3199.218994
	Iteration 35Q: 3 clusters Score -5698276 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39911 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -5698424.500000 Penalty: 3199.218994
	Iteration 36Q: 3 clusters Score -5698424 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40354 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -5698550.000000 Penalty: 3199.218994
	Iteration 37Q: 3 clusters Score -5698550 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40774 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -5698660.500000 Penalty: 3199.218994
	Iteration 38Q: 3 clusters Score -5698660 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41160 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -5698773.500000 Penalty: 3199.218994
	Iteration 39Q: 3 clusters Score -5698774 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41518 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -5698882.000000 Penalty: 3199.218994
	Iteration 40F: 3 clusters Score -5698882 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41860 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -5699015.000000 Penalty: 3199.218994
	Iteration 41Q: 3 clusters Score -5699015 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42180 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -5699083.000000 Penalty: 3199.218994
	Iteration 42Q: 3 clusters Score -5699083 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42461 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -5699165.500000 Penalty: 3199.218994
	Iteration 43Q: 3 clusters Score -5699166 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42728 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -5699253.000000 Penalty: 3199.218994
	Iteration 44Q: 3 clusters Score -5699253 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42967 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -5699336.000000 Penalty: 3199.218994
	Iteration 45Q: 3 clusters Score -5699336 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43177 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -5699365.000000 Penalty: 3199.218994
	Iteration 46Q: 3 clusters Score -5699365 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43368 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -5699446.500000 Penalty: 3199.218994
	Iteration 47Q: 3 clusters Score -5699446 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43547 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -5699515.500000 Penalty: 3199.218994
	Iteration 48Q: 3 clusters Score -5699516 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43712 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -5699540.000000 Penalty: 3199.218994
	Iteration 49Q: 3 clusters Score -5699540 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43847 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -5699585.500000 Penalty: 3199.218994
	Iteration 50Q: 3 clusters Score -5699586 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43987 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -5699639.000000 Penalty: 3199.218994
	Iteration 51Q: 3 clusters Score -5699639 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44107 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -5699655.500000 Penalty: 3199.218994
	Iteration 52Q: 3 clusters Score -5699656 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44207 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -5699676.500000 Penalty: 3199.218994
	Iteration 53Q: 3 clusters Score -5699676 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44302 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -5699695.000000 Penalty: 3199.218994
	Iteration 54Q: 3 clusters Score -5699695 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44377 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -5699712.000000 Penalty: 3199.218994
	Iteration 55Q: 3 clusters Score -5699712 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44453 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -5699730.500000 Penalty: 3199.218994
	Iteration 56Q: 3 clusters Score -5699730 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44532 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -5699747.500000 Penalty: 3199.218994
	Iteration 57Q: 3 clusters Score -5699748 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44600 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -5699767.000000 Penalty: 3199.218994
	Iteration 58Q: 3 clusters Score -5699767 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44655 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -5699793.000000 Penalty: 3199.218994
	Iteration 59Q: 3 clusters Score -5699793 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44705 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -5699801.500000 Penalty: 3199.218994
	Iteration 60F: 3 clusters Score -5699802 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44733 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -5699796.000000 Penalty: 3199.218994
	Iteration 61Q: 3 clusters Score -5699796 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44753 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -5699799.000000 Penalty: 3199.218994
	Iteration 62Q: 3 clusters Score -5699799 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44772 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -5699801.000000 Penalty: 3199.218994
	Iteration 63Q: 3 clusters Score -5699801 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44783 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -5699801.500000 Penalty: 3199.218994
	Iteration 64Q: 3 clusters Score -5699802 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44798 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -5699800.500000 Penalty: 3199.218994
	Iteration 65Q: 3 clusters Score -5699800 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44814 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -5699807.000000 Penalty: 3199.218994
	Iteration 66Q: 3 clusters Score -5699807 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44828 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -5699812.000000 Penalty: 3199.218994
	Iteration 67Q: 3 clusters Score -5699812 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44841 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -5699814.500000 Penalty: 3199.218994
	Iteration 68Q: 3 clusters Score -5699814 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44860 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -5699824.000000 Penalty: 3199.218994
	Iteration 69Q: 3 clusters Score -5699824 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44878 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -5699822.500000 Penalty: 3199.218994
	Iteration 70Q: 3 clusters Score -5699822 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44892 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -5699835.000000 Penalty: 3199.218994
	Iteration 71Q: 3 clusters Score -5699835 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44905 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -5699841.000000 Penalty: 3199.218994
	Iteration 72Q: 3 clusters Score -5699841 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44909 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -5699834.000000 Penalty: 3199.218994
	Iteration 73Q: 3 clusters Score -5699834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44920 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -5699843.000000 Penalty: 3199.218994
	Iteration 74Q: 3 clusters Score -5699843 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44933 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -5699850.500000 Penalty: 3199.218994
	Iteration 75Q: 3 clusters Score -5699850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44943 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -5699851.000000 Penalty: 3199.218994
	Iteration 76Q: 3 clusters Score -5699851 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44952 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -5699856.500000 Penalty: 3199.218994
	Iteration 77Q: 3 clusters Score -5699856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44962 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -5699857.000000 Penalty: 3199.218994
	Iteration 78Q: 3 clusters Score -5699857 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44973 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -5699861.500000 Penalty: 3199.218994
	Iteration 79Q: 3 clusters Score -5699862 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44988 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -5699866.000000 Penalty: 3199.218994
	Iteration 80F: 3 clusters Score -5699866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45002 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -5699865.000000 Penalty: 3199.218994
	Iteration 81Q: 3 clusters Score -5699865 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45014 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -5699869.000000 Penalty: 3199.218994
	Iteration 82Q: 3 clusters Score -5699869 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45023 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -5699873.000000 Penalty: 3199.218994
	Iteration 83Q: 3 clusters Score -5699873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45030 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -5699873.500000 Penalty: 3199.218994
	Iteration 84Q: 3 clusters Score -5699874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45043 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -5699881.500000 Penalty: 3199.218994
	Iteration 85Q: 3 clusters Score -5699882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45053 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -5699886.000000 Penalty: 3199.218994
	Iteration 86Q: 3 clusters Score -5699886 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45063 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -5699880.500000 Penalty: 3199.218994
	Iteration 87Q: 3 clusters Score -5699880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45073 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -5699886.500000 Penalty: 3199.218994
	Iteration 88Q: 3 clusters Score -5699886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45081 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -5699889.000000 Penalty: 3199.218994
	Iteration 89Q: 3 clusters Score -5699889 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45092 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -5699883.500000 Penalty: 3199.218994
	Iteration 90Q: 3 clusters Score -5699884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45099 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -5699886.500000 Penalty: 3199.218994
	Iteration 91Q: 3 clusters Score -5699886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45105 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -5699886.000000 Penalty: 3199.218994
	Iteration 92Q: 3 clusters Score -5699886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45114 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -5699881.500000 Penalty: 3199.218994
	Iteration 93Q: 3 clusters Score -5699882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45120 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -5699887.000000 Penalty: 3199.218994
	Iteration 94Q: 3 clusters Score -5699887 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45127 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -5699896.500000 Penalty: 3199.218994
	Iteration 95Q: 3 clusters Score -5699896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45133 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -5699898.500000 Penalty: 3199.218994
	Iteration 96Q: 3 clusters Score -5699898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45141 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -5699899.500000 Penalty: 3199.218994
	Iteration 97Q: 3 clusters Score -5699900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45147 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -5699902.000000 Penalty: 3199.218994
	Iteration 98Q: 3 clusters Score -5699902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45155 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -5699903.500000 Penalty: 3199.218994
	Iteration 99Q: 3 clusters Score -5699904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45164 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -5699906.000000 Penalty: 3199.218994
	Iteration 100F: 3 clusters Score -5699906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45171 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -5699909.000000 Penalty: 3199.218994
	Iteration 101Q: 3 clusters Score -5699909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45175 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -5699914.500000 Penalty: 3199.218994
	Iteration 102Q: 3 clusters Score -5699914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45180 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -5699918.000000 Penalty: 3199.218994
	Iteration 103Q: 3 clusters Score -5699918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45181 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -5699920.000000 Penalty: 3199.218994
	Iteration 104Q: 3 clusters Score -5699920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45180 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -5699917.500000 Penalty: 3199.218994
	Iteration 105Q: 3 clusters Score -5699918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45180 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -5699915.000000 Penalty: 3199.218994
	Iteration 106Q: 3 clusters Score -5699915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45181 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -5699920.500000 Penalty: 3199.218994
	Iteration 107Q: 3 clusters Score -5699920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45180 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -5699923.500000 Penalty: 3199.218994
	Iteration 108Q: 3 clusters Score -5699924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45179 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -5699919.500000 Penalty: 3199.218994
	Iteration 109Q: 3 clusters Score -5699920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45180 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -5699920.000000 Penalty: 3199.218994
	Iteration 110Q: 3 clusters Score -5699920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45180 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -5699924.000000 Penalty: 3199.218994
	Iteration 111Q: 3 clusters Score -5699924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45181 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -5699926.500000 Penalty: 3199.218994
	Iteration 112Q: 3 clusters Score -5699926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45181 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -5699926.500000 Penalty: 3199.218994
	Iteration 113F: 3 clusters Score -5699926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Entering Unmasked Estep 
Score: -885434.562500 Penalty: 1316.786377
	Iteration 0F: 2 clusters Score -885434.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -880541.937500 Penalty: 2633.572754
	Iteration 0F: 3 clusters Score -880541.9 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -881987.187500 Penalty: 2633.572754
	Iteration 1F: 3 clusters Score -881987.2 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -882257.812500 Penalty: 2633.572754
	Iteration 2F: 3 clusters Score -882257.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -882462.625000 Penalty: 2633.572754
	Iteration 3F: 3 clusters Score -882462.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -882612.125000 Penalty: 2633.572754
	Iteration 4Q: 3 clusters Score -882612.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -882731.500000 Penalty: 2633.572754
	Iteration 5Q: 3 clusters Score -882731.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -882834.750000 Penalty: 2633.572754
	Iteration 6Q: 3 clusters Score -882834.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -882953.250000 Penalty: 2633.572754
	Iteration 7Q: 3 clusters Score -882953.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -883092.937500 Penalty: 2633.572754
	Iteration 8Q: 3 clusters Score -883092.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -883238.000000 Penalty: 2633.572754
	Iteration 9Q: 3 clusters Score -883238 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -883385.500000 Penalty: 2633.572754
	Iteration 10Q: 3 clusters Score -883385.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -883526.375000 Penalty: 2633.572754
	Iteration 11Q: 3 clusters Score -883526.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -883662.187500 Penalty: 2633.572754
	Iteration 12Q: 3 clusters Score -883662.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -883773.437500 Penalty: 2633.572754
	Iteration 13Q: 3 clusters Score -883773.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -883876.812500 Penalty: 2633.572754
	Iteration 14Q: 3 clusters Score -883876.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -883984.812500 Penalty: 2633.572754
	Iteration 15Q: 3 clusters Score -883984.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -884062.187500 Penalty: 2633.572754
	Iteration 16Q: 3 clusters Score -884062.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -884135.937500 Penalty: 2633.572754
	Iteration 17Q: 3 clusters Score -884135.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -884193.375000 Penalty: 2633.572754
	Iteration 18Q: 3 clusters Score -884193.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -884236.187500 Penalty: 2633.572754
	Iteration 19Q: 3 clusters Score -884236.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -884265.937500 Penalty: 2633.572754
	Iteration 20F: 3 clusters Score -884265.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -884288.687500 Penalty: 2633.572754
	Iteration 21Q: 3 clusters Score -884288.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -884315.562500 Penalty: 2633.572754
	Iteration 22Q: 3 clusters Score -884315.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -884339.500000 Penalty: 2633.572754
	Iteration 23Q: 3 clusters Score -884339.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -884353.437500 Penalty: 2633.572754
	Iteration 24Q: 3 clusters Score -884353.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -884366.125000 Penalty: 2633.572754
	Iteration 25Q: 3 clusters Score -884366.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -884377.562500 Penalty: 2633.572754
	Iteration 26Q: 3 clusters Score -884377.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -884391.437500 Penalty: 2633.572754
	Iteration 27Q: 3 clusters Score -884391.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -884399.750000 Penalty: 2633.572754
	Iteration 28Q: 3 clusters Score -884399.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -884413.812500 Penalty: 2633.572754
	Iteration 29Q: 3 clusters Score -884413.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -884421.312500 Penalty: 2633.572754
	Iteration 30Q: 3 clusters Score -884421.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -884430.250000 Penalty: 2633.572754
	Iteration 31Q: 3 clusters Score -884430.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -884434.250000 Penalty: 2633.572754
	Iteration 32Q: 3 clusters Score -884434.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -884438.000000 Penalty: 2633.572754
	Iteration 33Q: 3 clusters Score -884438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -884441.375000 Penalty: 2633.572754
	Iteration 34Q: 3 clusters Score -884441.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -884443.375000 Penalty: 2633.572754
	Iteration 35Q: 3 clusters Score -884443.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -884445.875000 Penalty: 2633.572754
	Iteration 36Q: 3 clusters Score -884445.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -884445.875000 Penalty: 2633.572754
	Iteration 37F: 3 clusters Score -884445.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Entering Unmasked Estep 
Score: -648274.312500 Penalty: 1278.837769
	Iteration 0F: 2 clusters Score -648274.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -644400.062500 Penalty: 2557.675537
	Iteration 0F: 3 clusters Score -644400.1 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -645519.750000 Penalty: 2557.675537
	Iteration 1F: 3 clusters Score -645519.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -645760.562500 Penalty: 2557.675537
	Iteration 2F: 3 clusters Score -645760.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -645925.812500 Penalty: 2557.675537
	Iteration 3F: 3 clusters Score -645925.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -646051.250000 Penalty: 2557.675537
	Iteration 4Q: 3 clusters Score -646051.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -646154.062500 Penalty: 2557.675537
	Iteration 5Q: 3 clusters Score -646154.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -646233.437500 Penalty: 2557.675537
	Iteration 6Q: 3 clusters Score -646233.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -646277.125000 Penalty: 2557.675537
	Iteration 7Q: 3 clusters Score -646277.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -646318.437500 Penalty: 2557.675537
	Iteration 8Q: 3 clusters Score -646318.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -646354.000000 Penalty: 2557.675537
	Iteration 9Q: 3 clusters Score -646354 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -646396.000000 Penalty: 2557.675537
	Iteration 10Q: 3 clusters Score -646396 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -646441.562500 Penalty: 2557.675537
	Iteration 11Q: 3 clusters Score -646441.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -646484.625000 Penalty: 2557.675537
	Iteration 12Q: 3 clusters Score -646484.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -646531.437500 Penalty: 2557.675537
	Iteration 13Q: 3 clusters Score -646531.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -646578.062500 Penalty: 2557.675537
	Iteration 14Q: 3 clusters Score -646578.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -646636.125000 Penalty: 2557.675537
	Iteration 15Q: 3 clusters Score -646636.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -646692.312500 Penalty: 2557.675537
	Iteration 16Q: 3 clusters Score -646692.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -646755.125000 Penalty: 2557.675537
	Iteration 17Q: 3 clusters Score -646755.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -646825.562500 Penalty: 2557.675537
	Iteration 18Q: 3 clusters Score -646825.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -646909.750000 Penalty: 2557.675537
	Iteration 19Q: 3 clusters Score -646909.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -647029.250000 Penalty: 2557.675537
	Iteration 20F: 3 clusters Score -647029.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -647153.687500 Penalty: 2557.675537
	Iteration 21Q: 3 clusters Score -647153.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -647275.500000 Penalty: 2557.675537
	Iteration 22Q: 3 clusters Score -647275.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -647399.062500 Penalty: 2557.675537
	Iteration 23Q: 3 clusters Score -647399.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -647520.562500 Penalty: 2557.675537
	Iteration 24Q: 3 clusters Score -647520.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -647633.750000 Penalty: 2557.675537
	Iteration 25Q: 3 clusters Score -647633.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -647717.125000 Penalty: 2557.675537
	Iteration 26Q: 3 clusters Score -647717.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -647763.937500 Penalty: 2557.675537
	Iteration 27Q: 3 clusters Score -647763.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -647801.187500 Penalty: 2557.675537
	Iteration 28Q: 3 clusters Score -647801.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -647835.062500 Penalty: 2557.675537
	Iteration 29Q: 3 clusters Score -647835.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -647854.750000 Penalty: 2557.675537
	Iteration 30Q: 3 clusters Score -647854.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -647866.437500 Penalty: 2557.675537
	Iteration 31Q: 3 clusters Score -647866.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -647875.250000 Penalty: 2557.675537
	Iteration 32Q: 3 clusters Score -647875.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -647878.562500 Penalty: 2557.675537
	Iteration 33Q: 3 clusters Score -647878.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -647882.125000 Penalty: 2557.675537
	Iteration 34Q: 3 clusters Score -647882.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -647881.187500 Penalty: 2557.675537
	Iteration 35Q: 3 clusters Score -647881.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -647883.937500 Penalty: 2557.675537
	Iteration 36Q: 3 clusters Score -647883.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -647887.437500 Penalty: 2557.675537
	Iteration 37Q: 3 clusters Score -647887.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -647892.812500 Penalty: 2557.675537
	Iteration 38Q: 3 clusters Score -647892.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -647892.937500 Penalty: 2557.675537
	Iteration 39Q: 3 clusters Score -647892.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -647894.750000 Penalty: 2557.675537
	Iteration 40F: 3 clusters Score -647894.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -647895.750000 Penalty: 2557.675537
	Iteration 41Q: 3 clusters Score -647895.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -647895.750000 Penalty: 2557.675537
	Iteration 42F: 3 clusters Score -647895.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Entering Unmasked Estep 
Score: -994417.125000 Penalty: 1342.089966
	Iteration 0F: 2 clusters Score -994417.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -988696.000000 Penalty: 2684.179932
	Iteration 0F: 3 clusters Score -988696 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -990566.437500 Penalty: 2684.179932
	Iteration 1F: 3 clusters Score -990566.4 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -990888.750000 Penalty: 2684.179932
	Iteration 2F: 3 clusters Score -990888.8 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -991170.875000 Penalty: 2684.179932
	Iteration 3F: 3 clusters Score -991170.9 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -991462.437500 Penalty: 2684.179932
	Iteration 4F: 3 clusters Score -991462.4 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -991719.937500 Penalty: 2684.179932
	Iteration 5Q: 3 clusters Score -991719.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -991966.562500 Penalty: 2684.179932
	Iteration 6Q: 3 clusters Score -991966.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -992183.437500 Penalty: 2684.179932
	Iteration 7Q: 3 clusters Score -992183.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -992420.125000 Penalty: 2684.179932
	Iteration 8Q: 3 clusters Score -992420.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -992711.687500 Penalty: 2684.179932
	Iteration 9Q: 3 clusters Score -992711.7 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -993020.312500 Penalty: 2684.179932
	Iteration 10Q: 3 clusters Score -993020.3 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -993325.687500 Penalty: 2684.179932
	Iteration 11Q: 3 clusters Score -993325.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -993531.312500 Penalty: 2684.179932
	Iteration 12Q: 3 clusters Score -993531.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -993660.000000 Penalty: 2684.179932
	Iteration 13Q: 3 clusters Score -993660 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -993734.250000 Penalty: 2684.179932
	Iteration 14Q: 3 clusters Score -993734.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -993772.687500 Penalty: 2684.179932
	Iteration 15Q: 3 clusters Score -993772.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -993793.125000 Penalty: 2684.179932
	Iteration 16Q: 3 clusters Score -993793.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -993812.562500 Penalty: 2684.179932
	Iteration 17Q: 3 clusters Score -993812.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -993823.500000 Penalty: 2684.179932
	Iteration 18Q: 3 clusters Score -993823.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -993828.500000 Penalty: 2684.179932
	Iteration 19Q: 3 clusters Score -993828.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -993837.250000 Penalty: 2684.179932
	Iteration 20F: 3 clusters Score -993837.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -993845.125000 Penalty: 2684.179932
	Iteration 21Q: 3 clusters Score -993845.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -993848.312500 Penalty: 2684.179932
	Iteration 22Q: 3 clusters Score -993848.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -993854.500000 Penalty: 2684.179932
	Iteration 23Q: 3 clusters Score -993854.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -993856.500000 Penalty: 2684.179932
	Iteration 24Q: 3 clusters Score -993856.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -993860.312500 Penalty: 2684.179932
	Iteration 25Q: 3 clusters Score -993860.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -993861.437500 Penalty: 2684.179932
	Iteration 26Q: 3 clusters Score -993861.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -993862.187500 Penalty: 2684.179932
	Iteration 27Q: 3 clusters Score -993862.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -993867.375000 Penalty: 2684.179932
	Iteration 28Q: 3 clusters Score -993867.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -993869.187500 Penalty: 2684.179932
	Iteration 29Q: 3 clusters Score -993869.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -993867.937500 Penalty: 2684.179932
	Iteration 30Q: 3 clusters Score -993867.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -993868.937500 Penalty: 2684.179932
	Iteration 31Q: 3 clusters Score -993868.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -993869.125000 Penalty: 2684.179932
	Iteration 32Q: 3 clusters Score -993869.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -993869.562500 Penalty: 2684.179932
	Iteration 33Q: 3 clusters Score -993869.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -993868.875000 Penalty: 2684.179932
	Iteration 34Q: 3 clusters Score -993868.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -993868.875000 Penalty: 2684.179932
	Iteration 35F: 3 clusters Score -993868.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Entering Unmasked Estep 
Score: -1183292.000000 Penalty: 1368.897949
	Iteration 0F: 2 clusters Score -1183292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1176626.250000 Penalty: 2737.795898
	Iteration 0F: 3 clusters Score -1176626 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1178809.000000 Penalty: 2737.795898
	Iteration 1F: 3 clusters Score -1178809 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1179152.750000 Penalty: 2737.795898
	Iteration 2F: 3 clusters Score -1179153 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1179409.625000 Penalty: 2737.795898
	Iteration 3F: 3 clusters Score -1179410 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1179633.875000 Penalty: 2737.795898
	Iteration 4Q: 3 clusters Score -1179634 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1179836.750000 Penalty: 2737.795898
	Iteration 5Q: 3 clusters Score -1179837 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1180042.000000 Penalty: 2737.795898
	Iteration 6Q: 3 clusters Score -1180042 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1180278.375000 Penalty: 2737.795898
	Iteration 7Q: 3 clusters Score -1180278 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1180534.500000 Penalty: 2737.795898
	Iteration 8Q: 3 clusters Score -1180534 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1180844.375000 Penalty: 2737.795898
	Iteration 9Q: 3 clusters Score -1180844 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1181245.000000 Penalty: 2737.795898
	Iteration 10Q: 3 clusters Score -1181245 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1181720.500000 Penalty: 2737.795898
	Iteration 11F: 3 clusters Score -1181720 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1182139.375000 Penalty: 2737.795898
	Iteration 12Q: 3 clusters Score -1182139 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1182447.000000 Penalty: 2737.795898
	Iteration 13Q: 3 clusters Score -1182447 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1182628.000000 Penalty: 2737.795898
	Iteration 14Q: 3 clusters Score -1182628 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1182735.625000 Penalty: 2737.795898
	Iteration 15Q: 3 clusters Score -1182736 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1182799.500000 Penalty: 2737.795898
	Iteration 16Q: 3 clusters Score -1182800 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1182826.875000 Penalty: 2737.795898
	Iteration 17Q: 3 clusters Score -1182827 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1182847.625000 Penalty: 2737.795898
	Iteration 18Q: 3 clusters Score -1182848 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1182856.875000 Penalty: 2737.795898
	Iteration 19Q: 3 clusters Score -1182857 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1182867.125000 Penalty: 2737.795898
	Iteration 20F: 3 clusters Score -1182867 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1182872.750000 Penalty: 2737.795898
	Iteration 21Q: 3 clusters Score -1182873 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1182882.375000 Penalty: 2737.795898
	Iteration 22Q: 3 clusters Score -1182882 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1182887.000000 Penalty: 2737.795898
	Iteration 23Q: 3 clusters Score -1182887 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1182885.500000 Penalty: 2737.795898
	Iteration 24Q: 3 clusters Score -1182886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1182891.500000 Penalty: 2737.795898
	Iteration 25Q: 3 clusters Score -1182892 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1182892.250000 Penalty: 2737.795898
	Iteration 26Q: 3 clusters Score -1182892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1182894.250000 Penalty: 2737.795898
	Iteration 27Q: 3 clusters Score -1182894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1182893.250000 Penalty: 2737.795898
	Iteration 28Q: 3 clusters Score -1182893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1182893.750000 Penalty: 2737.795898
	Iteration 29Q: 3 clusters Score -1182894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1182895.875000 Penalty: 2737.795898
	Iteration 30Q: 3 clusters Score -1182896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1182895.000000 Penalty: 2737.795898
	Iteration 31Q: 3 clusters Score -1182895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1182895.625000 Penalty: 2737.795898
	Iteration 32Q: 3 clusters Score -1182896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1182897.125000 Penalty: 2737.795898
	Iteration 33Q: 3 clusters Score -1182897 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1182898.125000 Penalty: 2737.795898
	Iteration 34Q: 3 clusters Score -1182898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1182901.875000 Penalty: 2737.795898
	Iteration 35Q: 3 clusters Score -1182902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1182904.875000 Penalty: 2737.795898
	Iteration 36Q: 3 clusters Score -1182905 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1182904.000000 Penalty: 2737.795898
	Iteration 37Q: 3 clusters Score -1182904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1182903.875000 Penalty: 2737.795898
	Iteration 38Q: 3 clusters Score -1182904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1182906.625000 Penalty: 2737.795898
	Iteration 39Q: 3 clusters Score -1182907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1182907.125000 Penalty: 2737.795898
	Iteration 40F: 3 clusters Score -1182907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1182910.500000 Penalty: 2737.795898
	Iteration 41Q: 3 clusters Score -1182910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1182911.375000 Penalty: 2737.795898
	Iteration 42Q: 3 clusters Score -1182911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1182912.125000 Penalty: 2737.795898
	Iteration 43Q: 3 clusters Score -1182912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1182911.125000 Penalty: 2737.795898
	Iteration 44Q: 3 clusters Score -1182911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1182911.375000 Penalty: 2737.795898
	Iteration 45Q: 3 clusters Score -1182911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1182913.500000 Penalty: 2737.795898
	Iteration 46Q: 3 clusters Score -1182914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1182913.625000 Penalty: 2737.795898
	Iteration 47Q: 3 clusters Score -1182914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1182912.250000 Penalty: 2737.795898
	Iteration 48Q: 3 clusters Score -1182912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1182913.625000 Penalty: 2737.795898
	Iteration 49Q: 3 clusters Score -1182914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1182914.875000 Penalty: 2737.795898
	Iteration 50Q: 3 clusters Score -1182915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1182918.375000 Penalty: 2737.795898
	Iteration 51Q: 3 clusters Score -1182918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1182916.625000 Penalty: 2737.795898
	Iteration 52Q: 3 clusters Score -1182917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1182919.250000 Penalty: 2737.795898
	Iteration 53Q: 3 clusters Score -1182919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1182918.750000 Penalty: 2737.795898
	Iteration 54Q: 3 clusters Score -1182919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1182919.875000 Penalty: 2737.795898
	Iteration 55Q: 3 clusters Score -1182920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1182918.000000 Penalty: 2737.795898
	Iteration 56Q: 3 clusters Score -1182918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1182918.000000 Penalty: 2737.795898
	Iteration 57F: 3 clusters Score -1182918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Entering Unmasked Estep 
Score: -1178464.125000 Penalty: 1359.459961
	Iteration 0F: 2 clusters Score -1178464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1172237.750000 Penalty: 2718.919922
	Iteration 0F: 3 clusters Score -1172238 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1174205.375000 Penalty: 2718.919922
	Iteration 1F: 3 clusters Score -1174205 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1174481.500000 Penalty: 2718.919922
	Iteration 2F: 3 clusters Score -1174482 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1174674.500000 Penalty: 2718.919922
	Iteration 3Q: 3 clusters Score -1174674 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1174812.750000 Penalty: 2718.919922
	Iteration 4Q: 3 clusters Score -1174813 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1174913.375000 Penalty: 2718.919922
	Iteration 5Q: 3 clusters Score -1174913 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1175019.875000 Penalty: 2718.919922
	Iteration 6Q: 3 clusters Score -1175020 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1175122.375000 Penalty: 2718.919922
	Iteration 7Q: 3 clusters Score -1175122 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1175238.500000 Penalty: 2718.919922
	Iteration 8Q: 3 clusters Score -1175238 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1175369.625000 Penalty: 2718.919922
	Iteration 9Q: 3 clusters Score -1175370 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1175522.750000 Penalty: 2718.919922
	Iteration 10Q: 3 clusters Score -1175523 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1175700.250000 Penalty: 2718.919922
	Iteration 11Q: 3 clusters Score -1175700 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1175907.125000 Penalty: 2718.919922
	Iteration 12Q: 3 clusters Score -1175907 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1176139.500000 Penalty: 2718.919922
	Iteration 13Q: 3 clusters Score -1176140 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1176374.625000 Penalty: 2718.919922
	Iteration 14Q: 3 clusters Score -1176375 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1176602.375000 Penalty: 2718.919922
	Iteration 15Q: 3 clusters Score -1176602 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1176783.125000 Penalty: 2718.919922
	Iteration 16Q: 3 clusters Score -1176783 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1176912.125000 Penalty: 2718.919922
	Iteration 17Q: 3 clusters Score -1176912 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1177007.875000 Penalty: 2718.919922
	Iteration 18Q: 3 clusters Score -1177008 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1177119.000000 Penalty: 2718.919922
	Iteration 19Q: 3 clusters Score -1177119 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1177197.875000 Penalty: 2718.919922
	Iteration 20F: 3 clusters Score -1177198 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1177246.875000 Penalty: 2718.919922
	Iteration 21Q: 3 clusters Score -1177247 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1177295.875000 Penalty: 2718.919922
	Iteration 22Q: 3 clusters Score -1177296 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1177321.625000 Penalty: 2718.919922
	Iteration 23Q: 3 clusters Score -1177322 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1177339.125000 Penalty: 2718.919922
	Iteration 24Q: 3 clusters Score -1177339 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1177356.000000 Penalty: 2718.919922
	Iteration 25Q: 3 clusters Score -1177356 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1177362.500000 Penalty: 2718.919922
	Iteration 26Q: 3 clusters Score -1177362 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1177374.125000 Penalty: 2718.919922
	Iteration 27Q: 3 clusters Score -1177374 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1177385.875000 Penalty: 2718.919922
	Iteration 28Q: 3 clusters Score -1177386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1177393.125000 Penalty: 2718.919922
	Iteration 29Q: 3 clusters Score -1177393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1177398.875000 Penalty: 2718.919922
	Iteration 30Q: 3 clusters Score -1177399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1177403.125000 Penalty: 2718.919922
	Iteration 31Q: 3 clusters Score -1177403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1177407.125000 Penalty: 2718.919922
	Iteration 32Q: 3 clusters Score -1177407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1177405.375000 Penalty: 2718.919922
	Iteration 33Q: 3 clusters Score -1177405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1177416.000000 Penalty: 2718.919922
	Iteration 34Q: 3 clusters Score -1177416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1177423.375000 Penalty: 2718.919922
	Iteration 35Q: 3 clusters Score -1177423 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1177433.875000 Penalty: 2718.919922
	Iteration 36Q: 3 clusters Score -1177434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1177436.000000 Penalty: 2718.919922
	Iteration 37Q: 3 clusters Score -1177436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1177437.375000 Penalty: 2718.919922
	Iteration 38Q: 3 clusters Score -1177437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1177437.375000 Penalty: 2718.919922
	Iteration 39F: 3 clusters Score -1177437 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Entering Unmasked Estep 
Score: -330077.031250 Penalty: 1183.923706
	Iteration 0F: 2 clusters Score -330077 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -327743.875000 Penalty: 2367.847412
	Iteration 0F: 3 clusters Score -327743.9 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -328406.000000 Penalty: 2367.847412
	Iteration 1F: 3 clusters Score -328406 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -328574.468750 Penalty: 2367.847412
	Iteration 2F: 3 clusters Score -328574.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -328656.031250 Penalty: 2367.847412
	Iteration 3Q: 3 clusters Score -328656 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -328719.187500 Penalty: 2367.847412
	Iteration 4Q: 3 clusters Score -328719.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -328758.062500 Penalty: 2367.847412
	Iteration 5Q: 3 clusters Score -328758.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -328782.406250 Penalty: 2367.847412
	Iteration 6Q: 3 clusters Score -328782.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -328817.406250 Penalty: 2367.847412
	Iteration 7Q: 3 clusters Score -328817.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -328842.250000 Penalty: 2367.847412
	Iteration 8Q: 3 clusters Score -328842.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -328861.906250 Penalty: 2367.847412
	Iteration 9Q: 3 clusters Score -328861.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -328882.218750 Penalty: 2367.847412
	Iteration 10Q: 3 clusters Score -328882.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -328902.093750 Penalty: 2367.847412
	Iteration 11Q: 3 clusters Score -328902.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -328917.062500 Penalty: 2367.847412
	Iteration 12Q: 3 clusters Score -328917.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -328931.468750 Penalty: 2367.847412
	Iteration 13Q: 3 clusters Score -328931.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -328952.781250 Penalty: 2367.847412
	Iteration 14Q: 3 clusters Score -328952.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -328973.531250 Penalty: 2367.847412
	Iteration 15Q: 3 clusters Score -328973.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -329000.656250 Penalty: 2367.847412
	Iteration 16Q: 3 clusters Score -329000.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -329026.093750 Penalty: 2367.847412
	Iteration 17Q: 3 clusters Score -329026.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -329042.750000 Penalty: 2367.847412
	Iteration 18Q: 3 clusters Score -329042.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -329060.281250 Penalty: 2367.847412
	Iteration 19Q: 3 clusters Score -329060.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -329074.375000 Penalty: 2367.847412
	Iteration 20F: 3 clusters Score -329074.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -329084.687500 Penalty: 2367.847412
	Iteration 21Q: 3 clusters Score -329084.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -329096.062500 Penalty: 2367.847412
	Iteration 22Q: 3 clusters Score -329096.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -329111.656250 Penalty: 2367.847412
	Iteration 23Q: 3 clusters Score -329111.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -329126.375000 Penalty: 2367.847412
	Iteration 24Q: 3 clusters Score -329126.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -329150.031250 Penalty: 2367.847412
	Iteration 25Q: 3 clusters Score -329150 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -329182.875000 Penalty: 2367.847412
	Iteration 26Q: 3 clusters Score -329182.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -329230.656250 Penalty: 2367.847412
	Iteration 27Q: 3 clusters Score -329230.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -329278.718750 Penalty: 2367.847412
	Iteration 28Q: 3 clusters Score -329278.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -329325.468750 Penalty: 2367.847412
	Iteration 29Q: 3 clusters Score -329325.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -329378.000000 Penalty: 2367.847412
	Iteration 30Q: 3 clusters Score -329378 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -329431.781250 Penalty: 2367.847412
	Iteration 31Q: 3 clusters Score -329431.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -329504.687500 Penalty: 2367.847412
	Iteration 32Q: 3 clusters Score -329504.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -329568.062500 Penalty: 2367.847412
	Iteration 33Q: 3 clusters Score -329568.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -329634.531250 Penalty: 2367.847412
	Iteration 34Q: 3 clusters Score -329634.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -329702.906250 Penalty: 2367.847412
	Iteration 35Q: 3 clusters Score -329702.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -329776.843750 Penalty: 2367.847412
	Iteration 36Q: 3 clusters Score -329776.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -329822.125000 Penalty: 2367.847412
	Iteration 37Q: 3 clusters Score -329822.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -329864.093750 Penalty: 2367.847412
	Iteration 38Q: 3 clusters Score -329864.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -329895.656250 Penalty: 2367.847412
	Iteration 39Q: 3 clusters Score -329895.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -329915.937500 Penalty: 2367.847412
	Iteration 40F: 3 clusters Score -329915.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -329923.593750 Penalty: 2367.847412
	Iteration 41Q: 3 clusters Score -329923.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -329930.062500 Penalty: 2367.847412
	Iteration 42Q: 3 clusters Score -329930.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -329938.593750 Penalty: 2367.847412
	Iteration 43Q: 3 clusters Score -329938.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -329946.531250 Penalty: 2367.847412
	Iteration 44Q: 3 clusters Score -329946.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -329952.062500 Penalty: 2367.847412
	Iteration 45Q: 3 clusters Score -329952.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -329956.125000 Penalty: 2367.847412
	Iteration 46Q: 3 clusters Score -329956.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -329959.531250 Penalty: 2367.847412
	Iteration 47Q: 3 clusters Score -329959.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -329961.687500 Penalty: 2367.847412
	Iteration 48Q: 3 clusters Score -329961.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -329961.687500 Penalty: 2367.847412
	Iteration 49Q: 3 clusters Score -329961.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -329963.031250 Penalty: 2367.847412
	Iteration 50Q: 3 clusters Score -329963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -329964.218750 Penalty: 2367.847412
	Iteration 51Q: 3 clusters Score -329964.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -329964.843750 Penalty: 2367.847412
	Iteration 52Q: 3 clusters Score -329964.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -329964.843750 Penalty: 2367.847412
	Iteration 53F: 3 clusters Score -329964.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Entering Unmasked Estep 
Score: -1300457.375000 Penalty: 1381.757446
	Iteration 0F: 2 clusters Score -1300457 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1293249.375000 Penalty: 2763.514893
	Iteration 0F: 3 clusters Score -1293249 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1296042.625000 Penalty: 2763.514893
	Iteration 1F: 3 clusters Score -1296043 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1296894.375000 Penalty: 2763.514893
	Iteration 2F: 3 clusters Score -1296894 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1297717.875000 Penalty: 2763.514893
	Iteration 3F: 3 clusters Score -1297718 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1298422.000000 Penalty: 2763.514893
	Iteration 4F: 3 clusters Score -1298422 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1299008.875000 Penalty: 2763.514893
	Iteration 5F: 3 clusters Score -1299009 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1299457.750000 Penalty: 2763.514893
	Iteration 6F: 3 clusters Score -1299458 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1299776.750000 Penalty: 2763.514893
	Iteration 7Q: 3 clusters Score -1299777 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1299959.500000 Penalty: 2763.514893
	Iteration 8Q: 3 clusters Score -1299960 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1300061.375000 Penalty: 2763.514893
	Iteration 9Q: 3 clusters Score -1300061 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1300145.250000 Penalty: 2763.514893
	Iteration 10Q: 3 clusters Score -1300145 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1300185.250000 Penalty: 2763.514893
	Iteration 11Q: 3 clusters Score -1300185 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1300218.000000 Penalty: 2763.514893
	Iteration 12Q: 3 clusters Score -1300218 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1300231.125000 Penalty: 2763.514893
	Iteration 13Q: 3 clusters Score -1300231 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1300247.000000 Penalty: 2763.514893
	Iteration 14Q: 3 clusters Score -1300247 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1300257.500000 Penalty: 2763.514893
	Iteration 15Q: 3 clusters Score -1300258 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1300277.375000 Penalty: 2763.514893
	Iteration 16Q: 3 clusters Score -1300277 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1300287.500000 Penalty: 2763.514893
	Iteration 17Q: 3 clusters Score -1300288 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1300303.375000 Penalty: 2763.514893
	Iteration 18Q: 3 clusters Score -1300303 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1300318.000000 Penalty: 2763.514893
	Iteration 19Q: 3 clusters Score -1300318 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1300323.000000 Penalty: 2763.514893
	Iteration 20F: 3 clusters Score -1300323 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1300327.875000 Penalty: 2763.514893
	Iteration 21Q: 3 clusters Score -1300328 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1300334.750000 Penalty: 2763.514893
	Iteration 22Q: 3 clusters Score -1300335 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1300338.125000 Penalty: 2763.514893
	Iteration 23Q: 3 clusters Score -1300338 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1300341.000000 Penalty: 2763.514893
	Iteration 24Q: 3 clusters Score -1300341 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1300345.375000 Penalty: 2763.514893
	Iteration 25Q: 3 clusters Score -1300345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1300350.000000 Penalty: 2763.514893
	Iteration 26Q: 3 clusters Score -1300350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1300348.750000 Penalty: 2763.514893
	Iteration 27Q: 3 clusters Score -1300349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1300348.875000 Penalty: 2763.514893
	Iteration 28Q: 3 clusters Score -1300349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1300348.500000 Penalty: 2763.514893
	Iteration 29Q: 3 clusters Score -1300348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1300350.625000 Penalty: 2763.514893
	Iteration 30Q: 3 clusters Score -1300351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1300353.000000 Penalty: 2763.514893
	Iteration 31Q: 3 clusters Score -1300353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1300353.625000 Penalty: 2763.514893
	Iteration 32Q: 3 clusters Score -1300354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1300353.625000 Penalty: 2763.514893
	Iteration 33F: 3 clusters Score -1300354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Entering Unmasked Estep 
Score: -182832.859375 Penalty: 1097.251465
	Iteration 0F: 2 clusters Score -182832.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -181214.625000 Penalty: 2194.502930
	Iteration 0F: 3 clusters Score -181214.6 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -181586.859375 Penalty: 2194.502930
	Iteration 1F: 3 clusters Score -181586.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -181682.703125 Penalty: 2194.502930
	Iteration 2F: 3 clusters Score -181682.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -181726.468750 Penalty: 2194.502930
	Iteration 3Q: 3 clusters Score -181726.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -181752.328125 Penalty: 2194.502930
	Iteration 4Q: 3 clusters Score -181752.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -181776.531250 Penalty: 2194.502930
	Iteration 5Q: 3 clusters Score -181776.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -181794.875000 Penalty: 2194.502930
	Iteration 6Q: 3 clusters Score -181794.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -181808.984375 Penalty: 2194.502930
	Iteration 7Q: 3 clusters Score -181809 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -181819.609375 Penalty: 2194.502930
	Iteration 8Q: 3 clusters Score -181819.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -181827.062500 Penalty: 2194.502930
	Iteration 9Q: 3 clusters Score -181827.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -181831.234375 Penalty: 2194.502930
	Iteration 10Q: 3 clusters Score -181831.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -181838.953125 Penalty: 2194.502930
	Iteration 11Q: 3 clusters Score -181839 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -181845.781250 Penalty: 2194.502930
	Iteration 12Q: 3 clusters Score -181845.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -181852.562500 Penalty: 2194.502930
	Iteration 13Q: 3 clusters Score -181852.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -181857.687500 Penalty: 2194.502930
	Iteration 14Q: 3 clusters Score -181857.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -181859.859375 Penalty: 2194.502930
	Iteration 15Q: 3 clusters Score -181859.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -181861.843750 Penalty: 2194.502930
	Iteration 16Q: 3 clusters Score -181861.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -181862.296875 Penalty: 2194.502930
	Iteration 17Q: 3 clusters Score -181862.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -181863.796875 Penalty: 2194.502930
	Iteration 18Q: 3 clusters Score -181863.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -181864.828125 Penalty: 2194.502930
	Iteration 19Q: 3 clusters Score -181864.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -181867.531250 Penalty: 2194.502930
	Iteration 20F: 3 clusters Score -181867.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -181869.531250 Penalty: 2194.502930
	Iteration 21Q: 3 clusters Score -181869.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -181872.390625 Penalty: 2194.502930
	Iteration 22Q: 3 clusters Score -181872.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -181875.515625 Penalty: 2194.502930
	Iteration 23Q: 3 clusters Score -181875.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -181875.515625 Penalty: 2194.502930
	Iteration 24F: 3 clusters Score -181875.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Entering Unmasked Estep 
Score: -1484502.375000 Penalty: 1393.987915
	Iteration 0F: 2 clusters Score -1484502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1476648.500000 Penalty: 2787.975830
	Iteration 0F: 3 clusters Score -1476648 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1479248.250000 Penalty: 2787.975830
	Iteration 1F: 3 clusters Score -1479248 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1479534.000000 Penalty: 2787.975830
	Iteration 2F: 3 clusters Score -1479534 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1479751.375000 Penalty: 2787.975830
	Iteration 3Q: 3 clusters Score -1479751 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1479944.125000 Penalty: 2787.975830
	Iteration 4Q: 3 clusters Score -1479944 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1480150.500000 Penalty: 2787.975830
	Iteration 5Q: 3 clusters Score -1480150 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1480366.375000 Penalty: 2787.975830
	Iteration 6Q: 3 clusters Score -1480366 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1480622.875000 Penalty: 2787.975830
	Iteration 7Q: 3 clusters Score -1480623 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1480935.750000 Penalty: 2787.975830
	Iteration 8Q: 3 clusters Score -1480936 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1481316.250000 Penalty: 2787.975830
	Iteration 9Q: 3 clusters Score -1481316 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1481734.625000 Penalty: 2787.975830
	Iteration 10Q: 3 clusters Score -1481735 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1482128.000000 Penalty: 2787.975830
	Iteration 11Q: 3 clusters Score -1482128 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -1482457.875000 Penalty: 2787.975830
	Iteration 12Q: 3 clusters Score -1482458 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1482718.625000 Penalty: 2787.975830
	Iteration 13Q: 3 clusters Score -1482719 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -1482922.250000 Penalty: 2787.975830
	Iteration 14Q: 3 clusters Score -1482922 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1483061.125000 Penalty: 2787.975830
	Iteration 15Q: 3 clusters Score -1483061 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -1483160.000000 Penalty: 2787.975830
	Iteration 16Q: 3 clusters Score -1483160 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1483223.000000 Penalty: 2787.975830
	Iteration 17Q: 3 clusters Score -1483223 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -1483270.250000 Penalty: 2787.975830
	Iteration 18Q: 3 clusters Score -1483270 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -1483309.875000 Penalty: 2787.975830
	Iteration 19Q: 3 clusters Score -1483310 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -1483332.750000 Penalty: 2787.975830
	Iteration 20F: 3 clusters Score -1483333 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -1483351.875000 Penalty: 2787.975830
	Iteration 21Q: 3 clusters Score -1483352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1483363.875000 Penalty: 2787.975830
	Iteration 22Q: 3 clusters Score -1483364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -1483378.500000 Penalty: 2787.975830
	Iteration 23Q: 3 clusters Score -1483378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -1483384.875000 Penalty: 2787.975830
	Iteration 24Q: 3 clusters Score -1483385 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -1483397.000000 Penalty: 2787.975830
	Iteration 25Q: 3 clusters Score -1483397 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -1483404.875000 Penalty: 2787.975830
	Iteration 26Q: 3 clusters Score -1483405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -1483417.375000 Penalty: 2787.975830
	Iteration 27Q: 3 clusters Score -1483417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -1483424.000000 Penalty: 2787.975830
	Iteration 28Q: 3 clusters Score -1483424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -1483425.000000 Penalty: 2787.975830
	Iteration 29Q: 3 clusters Score -1483425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -1483428.750000 Penalty: 2787.975830
	Iteration 30Q: 3 clusters Score -1483429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -1483428.750000 Penalty: 2787.975830
	Iteration 31F: 3 clusters Score -1483429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Entering Unmasked Estep 
Score: -13074.440430 Penalty: 780.757202
	Iteration 0F: 2 clusters Score -13074.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -12576.429688 Penalty: 1561.514404
	Iteration 0F: 3 clusters Score -12576.43 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -12695.138672 Penalty: 1561.514404
	Iteration 1F: 3 clusters Score -12695.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -12732.009766 Penalty: 1561.514404
	Iteration 2Q: 3 clusters Score -12732.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -12758.157227 Penalty: 1561.514404
	Iteration 3Q: 3 clusters Score -12758.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -12799.143555 Penalty: 1561.514404
	Iteration 4Q: 3 clusters Score -12799.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -12831.770508 Penalty: 1561.514404
	Iteration 5Q: 3 clusters Score -12831.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -12835.032227 Penalty: 1561.514404
	Iteration 6Q: 3 clusters Score -12835.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -12839.617188 Penalty: 1561.514404
	Iteration 7F: 3 clusters Score -12839.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -12870.478516 Penalty: 1561.514404
	Iteration 8Q: 3 clusters Score -12870.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -12897.609375 Penalty: 1561.514404
	Iteration 9Q: 3 clusters Score -12897.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -12897.609375 Penalty: 1561.514404
	Iteration 10F: 3 clusters Score -12897.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (24827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24827 members 
Entering Unmasked Estep 
Score: -2907872.750000 Penalty: 1505.809448
	Iteration 0F: 2 clusters Score -2907873 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -2891707.750000 Penalty: 3011.618896
	Iteration 0F: 3 clusters Score -2891708 nChanged 11126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -2897709.500000 Penalty: 3011.618896
	Iteration 1F: 3 clusters Score -2897710 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -2898089.750000 Penalty: 3011.618896
	Iteration 2Q: 3 clusters Score -2898090 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -2898360.000000 Penalty: 3011.618896
	Iteration 3Q: 3 clusters Score -2898360 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -2898643.750000 Penalty: 3011.618896
	Iteration 4Q: 3 clusters Score -2898644 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -2898868.750000 Penalty: 3011.618896
	Iteration 5Q: 3 clusters Score -2898869 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -2899122.250000 Penalty: 3011.618896
	Iteration 6Q: 3 clusters Score -2899122 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -2899417.500000 Penalty: 3011.618896
	Iteration 7Q: 3 clusters Score -2899418 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -2899821.250000 Penalty: 3011.618896
	Iteration 8Q: 3 clusters Score -2899821 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -2900395.500000 Penalty: 3011.618896
	Iteration 9Q: 3 clusters Score -2900396 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -2901201.500000 Penalty: 3011.618896
	Iteration 10F: 3 clusters Score -2901202 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -2902288.750000 Penalty: 3011.618896
	Iteration 11F: 3 clusters Score -2902289 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -2903565.500000 Penalty: 3011.618896
	Iteration 12F: 3 clusters Score -2903566 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 22145 members 
Entering Unmasked Estep 
Score: -2904787.500000 Penalty: 3011.618896
	Iteration 13F: 3 clusters Score -2904788 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 23087 members 
Entering Unmasked Estep 
Score: -2905748.500000 Penalty: 3011.618896
	Iteration 14Q: 3 clusters Score -2905748 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 23635 members 
Entering Unmasked Estep 
Score: -2906370.250000 Penalty: 3011.618896
	Iteration 15Q: 3 clusters Score -2906370 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 23904 members 
Entering Unmasked Estep 
Score: -2906727.250000 Penalty: 3011.618896
	Iteration 16Q: 3 clusters Score -2906727 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 24027 members 
Entering Unmasked Estep 
Score: -2906935.750000 Penalty: 3011.618896
	Iteration 17Q: 3 clusters Score -2906936 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 24065 members 
Entering Unmasked Estep 
Score: -2907056.250000 Penalty: 3011.618896
	Iteration 18Q: 3 clusters Score -2907056 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 24069 members 
Entering Unmasked Estep 
Score: -2907144.250000 Penalty: 3011.618896
	Iteration 19Q: 3 clusters Score -2907144 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
Score: -2907203.250000 Penalty: 3011.618896
	Iteration 20F: 3 clusters Score -2907203 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 24059 members 
Entering Unmasked Estep 
Score: -2907244.000000 Penalty: 3011.618896
	Iteration 21Q: 3 clusters Score -2907244 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 24048 members 
Entering Unmasked Estep 
Score: -2907279.500000 Penalty: 3011.618896
	Iteration 22Q: 3 clusters Score -2907280 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 24032 members 
Entering Unmasked Estep 
Score: -2907328.250000 Penalty: 3011.618896
	Iteration 23Q: 3 clusters Score -2907328 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 24014 members 
Entering Unmasked Estep 
Score: -2907343.500000 Penalty: 3011.618896
	Iteration 24Q: 3 clusters Score -2907344 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 24008 members 
Entering Unmasked Estep 
Score: -2907360.000000 Penalty: 3011.618896
	Iteration 25Q: 3 clusters Score -2907360 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 24008 members 
Entering Unmasked Estep 
Score: -2907367.000000 Penalty: 3011.618896
	Iteration 26Q: 3 clusters Score -2907367 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 24007 members 
Entering Unmasked Estep 
Score: -2907367.250000 Penalty: 3011.618896
	Iteration 27Q: 3 clusters Score -2907367 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 24002 members 
Entering Unmasked Estep 
Score: -2907373.250000 Penalty: 3011.618896
	Iteration 28Q: 3 clusters Score -2907373 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 24006 members 
Entering Unmasked Estep 
Score: -2907381.250000 Penalty: 3011.618896
	Iteration 29Q: 3 clusters Score -2907381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 24003 members 
Entering Unmasked Estep 
Score: -2907384.000000 Penalty: 3011.618896
	Iteration 30Q: 3 clusters Score -2907384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 24002 members 
Entering Unmasked Estep 
Score: -2907387.750000 Penalty: 3011.618896
	Iteration 31Q: 3 clusters Score -2907388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 23996 members 
Entering Unmasked Estep 
Score: -2907394.500000 Penalty: 3011.618896
	Iteration 32Q: 3 clusters Score -2907394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 23994 members 
Entering Unmasked Estep 
Score: -2907402.250000 Penalty: 3011.618896
	Iteration 33Q: 3 clusters Score -2907402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 23996 members 
Entering Unmasked Estep 
Score: -2907404.500000 Penalty: 3011.618896
	Iteration 34Q: 3 clusters Score -2907404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 23993 members 
Entering Unmasked Estep 
Score: -2907409.500000 Penalty: 3011.618896
	Iteration 35Q: 3 clusters Score -2907410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 23991 members 
Entering Unmasked Estep 
Score: -2907407.750000 Penalty: 3011.618896
	Iteration 36Q: 3 clusters Score -2907408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 23987 members 
Entering Unmasked Estep 
Score: -2907407.500000 Penalty: 3011.618896
	Iteration 37Q: 3 clusters Score -2907408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -2907408.500000 Penalty: 3011.618896
	Iteration 38Q: 3 clusters Score -2907408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -2907411.500000 Penalty: 3011.618896
	Iteration 39Q: 3 clusters Score -2907412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 23986 members 
Entering Unmasked Estep 
Score: -2907409.250000 Penalty: 3011.618896
	Iteration 40F: 3 clusters Score -2907409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -2907412.250000 Penalty: 3011.618896
	Iteration 41Q: 3 clusters Score -2907412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 23985 members 
Entering Unmasked Estep 
Score: -2907409.000000 Penalty: 3011.618896
	Iteration 42Q: 3 clusters Score -2907409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 23986 members 
Entering Unmasked Estep 
Score: -2907416.750000 Penalty: 3011.618896
	Iteration 43Q: 3 clusters Score -2907417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -2907420.250000 Penalty: 3011.618896
	Iteration 44Q: 3 clusters Score -2907420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 23980 members 
Entering Unmasked Estep 
Score: -2907417.250000 Penalty: 3011.618896
	Iteration 45Q: 3 clusters Score -2907417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 23982 members 
Entering Unmasked Estep 
Score: -2907418.500000 Penalty: 3011.618896
	Iteration 46Q: 3 clusters Score -2907418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -2907419.750000 Penalty: 3011.618896
	Iteration 47Q: 3 clusters Score -2907420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -2907419.750000 Penalty: 3011.618896
	Iteration 48F: 3 clusters Score -2907420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (24233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24233 members 
Entering Unmasked Estep 
Score: -3024637.000000 Penalty: 1502.206055
	Iteration 0F: 2 clusters Score -3024637 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -3008839.250000 Penalty: 3004.412109
	Iteration 0F: 3 clusters Score -3008839 nChanged 10816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -3014686.250000 Penalty: 3004.412109
	Iteration 1F: 3 clusters Score -3014686 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -3015150.000000 Penalty: 3004.412109
	Iteration 2F: 3 clusters Score -3015150 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -3015560.500000 Penalty: 3004.412109
	Iteration 3Q: 3 clusters Score -3015560 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -3015957.000000 Penalty: 3004.412109
	Iteration 4Q: 3 clusters Score -3015957 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -3016341.250000 Penalty: 3004.412109
	Iteration 5Q: 3 clusters Score -3016341 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -3016763.250000 Penalty: 3004.412109
	Iteration 6Q: 3 clusters Score -3016763 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -3017303.000000 Penalty: 3004.412109
	Iteration 7Q: 3 clusters Score -3017303 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -3017969.750000 Penalty: 3004.412109
	Iteration 8Q: 3 clusters Score -3017970 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -3018816.000000 Penalty: 3004.412109
	Iteration 9F: 3 clusters Score -3018816 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -3019784.000000 Penalty: 3004.412109
	Iteration 10F: 3 clusters Score -3019784 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -3020807.750000 Penalty: 3004.412109
	Iteration 11F: 3 clusters Score -3020808 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -3021709.500000 Penalty: 3004.412109
	Iteration 12Q: 3 clusters Score -3021710 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22936 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -3022422.250000 Penalty: 3004.412109
	Iteration 13Q: 3 clusters Score -3022422 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -3022843.500000 Penalty: 3004.412109
	Iteration 14Q: 3 clusters Score -3022844 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -3023053.750000 Penalty: 3004.412109
	Iteration 15Q: 3 clusters Score -3023054 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23782 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -3023179.250000 Penalty: 3004.412109
	Iteration 16Q: 3 clusters Score -3023179 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23849 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3023267.500000 Penalty: 3004.412109
	Iteration 17Q: 3 clusters Score -3023268 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23896 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3023327.500000 Penalty: 3004.412109
	Iteration 18Q: 3 clusters Score -3023328 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -3023371.750000 Penalty: 3004.412109
	Iteration 19Q: 3 clusters Score -3023372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23935 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -3023393.250000 Penalty: 3004.412109
	Iteration 20F: 3 clusters Score -3023393 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -3023399.750000 Penalty: 3004.412109
	Iteration 21Q: 3 clusters Score -3023400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23955 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -3023414.000000 Penalty: 3004.412109
	Iteration 22Q: 3 clusters Score -3023414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23962 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -3023419.250000 Penalty: 3004.412109
	Iteration 23Q: 3 clusters Score -3023419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -3023423.250000 Penalty: 3004.412109
	Iteration 24Q: 3 clusters Score -3023423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -3023428.250000 Penalty: 3004.412109
	Iteration 25Q: 3 clusters Score -3023428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23970 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -3023431.500000 Penalty: 3004.412109
	Iteration 26Q: 3 clusters Score -3023432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23971 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -3023433.750000 Penalty: 3004.412109
	Iteration 27Q: 3 clusters Score -3023434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23972 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -3023434.750000 Penalty: 3004.412109
	Iteration 28Q: 3 clusters Score -3023435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23974 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -3023436.000000 Penalty: 3004.412109
	Iteration 29Q: 3 clusters Score -3023436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23974 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -3023436.000000 Penalty: 3004.412109
	Iteration 30F: 3 clusters Score -3023436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Entering Unmasked Estep 
Score: -935668.812500 Penalty: 1332.973267
	Iteration 0F: 2 clusters Score -935668.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -930311.312500 Penalty: 2665.946533
	Iteration 0F: 3 clusters Score -930311.3 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -931984.750000 Penalty: 2665.946533
	Iteration 1F: 3 clusters Score -931984.8 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -932201.250000 Penalty: 2665.946533
	Iteration 2F: 3 clusters Score -932201.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -932348.562500 Penalty: 2665.946533
	Iteration 3Q: 3 clusters Score -932348.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -932447.750000 Penalty: 2665.946533
	Iteration 4Q: 3 clusters Score -932447.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -932517.062500 Penalty: 2665.946533
	Iteration 5Q: 3 clusters Score -932517.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -932580.937500 Penalty: 2665.946533
	Iteration 6Q: 3 clusters Score -932580.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -932643.500000 Penalty: 2665.946533
	Iteration 7Q: 3 clusters Score -932643.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -932706.687500 Penalty: 2665.946533
	Iteration 8Q: 3 clusters Score -932706.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -932757.062500 Penalty: 2665.946533
	Iteration 9Q: 3 clusters Score -932757.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -932793.875000 Penalty: 2665.946533
	Iteration 10Q: 3 clusters Score -932793.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -932827.187500 Penalty: 2665.946533
	Iteration 11Q: 3 clusters Score -932827.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -932856.437500 Penalty: 2665.946533
	Iteration 12Q: 3 clusters Score -932856.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -932896.500000 Penalty: 2665.946533
	Iteration 13Q: 3 clusters Score -932896.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -932935.125000 Penalty: 2665.946533
	Iteration 14Q: 3 clusters Score -932935.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -932974.375000 Penalty: 2665.946533
	Iteration 15Q: 3 clusters Score -932974.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -933025.125000 Penalty: 2665.946533
	Iteration 16Q: 3 clusters Score -933025.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -933081.812500 Penalty: 2665.946533
	Iteration 17Q: 3 clusters Score -933081.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -933151.750000 Penalty: 2665.946533
	Iteration 18Q: 3 clusters Score -933151.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -933226.375000 Penalty: 2665.946533
	Iteration 19Q: 3 clusters Score -933226.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -933294.062500 Penalty: 2665.946533
	Iteration 20F: 3 clusters Score -933294.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -933364.250000 Penalty: 2665.946533
	Iteration 21Q: 3 clusters Score -933364.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -933442.187500 Penalty: 2665.946533
	Iteration 22Q: 3 clusters Score -933442.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -933531.937500 Penalty: 2665.946533
	Iteration 23Q: 3 clusters Score -933531.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -933627.625000 Penalty: 2665.946533
	Iteration 24Q: 3 clusters Score -933627.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -933739.562500 Penalty: 2665.946533
	Iteration 25Q: 3 clusters Score -933739.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -933845.062500 Penalty: 2665.946533
	Iteration 26Q: 3 clusters Score -933845.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -933958.500000 Penalty: 2665.946533
	Iteration 27Q: 3 clusters Score -933958.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -934064.125000 Penalty: 2665.946533
	Iteration 28Q: 3 clusters Score -934064.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -934167.125000 Penalty: 2665.946533
	Iteration 29Q: 3 clusters Score -934167.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -934264.625000 Penalty: 2665.946533
	Iteration 30Q: 3 clusters Score -934264.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -934346.000000 Penalty: 2665.946533
	Iteration 31Q: 3 clusters Score -934346 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -934391.375000 Penalty: 2665.946533
	Iteration 32Q: 3 clusters Score -934391.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -934421.812500 Penalty: 2665.946533
	Iteration 33Q: 3 clusters Score -934421.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -934446.000000 Penalty: 2665.946533
	Iteration 34Q: 3 clusters Score -934446 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -934465.750000 Penalty: 2665.946533
	Iteration 35Q: 3 clusters Score -934465.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -934484.000000 Penalty: 2665.946533
	Iteration 36Q: 3 clusters Score -934484 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -934500.062500 Penalty: 2665.946533
	Iteration 37Q: 3 clusters Score -934500.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -934513.437500 Penalty: 2665.946533
	Iteration 38Q: 3 clusters Score -934513.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -934529.312500 Penalty: 2665.946533
	Iteration 39Q: 3 clusters Score -934529.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -934545.500000 Penalty: 2665.946533
	Iteration 40F: 3 clusters Score -934545.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -934553.437500 Penalty: 2665.946533
	Iteration 41Q: 3 clusters Score -934553.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -934562.750000 Penalty: 2665.946533
	Iteration 42Q: 3 clusters Score -934562.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -934566.000000 Penalty: 2665.946533
	Iteration 43Q: 3 clusters Score -934566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -934576.375000 Penalty: 2665.946533
	Iteration 44Q: 3 clusters Score -934576.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -934580.500000 Penalty: 2665.946533
	Iteration 45Q: 3 clusters Score -934580.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -934580.625000 Penalty: 2665.946533
	Iteration 46Q: 3 clusters Score -934580.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -934582.437500 Penalty: 2665.946533
	Iteration 47Q: 3 clusters Score -934582.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -934582.437500 Penalty: 2665.946533
	Iteration 48F: 3 clusters Score -934582.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (35687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35687 members 
Entering Unmasked Estep 
Score: -4483550.000000 Penalty: 1559.802246
	Iteration 0F: 2 clusters Score -4483550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -4460281.500000 Penalty: 3119.604492
	Iteration 0F: 3 clusters Score -4460282 nChanged 16257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -4469215.500000 Penalty: 3119.604492
	Iteration 1F: 3 clusters Score -4469216 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -4469700.000000 Penalty: 3119.604492
	Iteration 2Q: 3 clusters Score -4469700 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -4470231.500000 Penalty: 3119.604492
	Iteration 3Q: 3 clusters Score -4470232 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 21769 members 
Entering Unmasked Estep 
Score: -4470853.500000 Penalty: 3119.604492
	Iteration 4Q: 3 clusters Score -4470854 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 23476 members 
Entering Unmasked Estep 
Score: -4471816.500000 Penalty: 3119.604492
	Iteration 5F: 3 clusters Score -4471816 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 25618 members 
Entering Unmasked Estep 
Score: -4473194.000000 Penalty: 3119.604492
	Iteration 6F: 3 clusters Score -4473194 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 28256 members 
Entering Unmasked Estep 
Score: -4475288.500000 Penalty: 3119.604492
	Iteration 7F: 3 clusters Score -4475288 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 30978 members 
Entering Unmasked Estep 
Score: -4477799.000000 Penalty: 3119.604492
	Iteration 8F: 3 clusters Score -4477799 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 33185 members 
Entering Unmasked Estep 
Score: -4479873.000000 Penalty: 3119.604492
	Iteration 9F: 3 clusters Score -4479873 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 34494 members 
Entering Unmasked Estep 
Score: -4481108.000000 Penalty: 3119.604492
	Iteration 10Q: 3 clusters Score -4481108 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 35118 members 
Entering Unmasked Estep 
Score: -4481747.500000 Penalty: 3119.604492
	Iteration 11Q: 3 clusters Score -4481748 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 35344 members 
Entering Unmasked Estep 
Score: -4482016.500000 Penalty: 3119.604492
	Iteration 12Q: 3 clusters Score -4482016 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 35426 members 
Entering Unmasked Estep 
Score: -4482120.500000 Penalty: 3119.604492
	Iteration 13Q: 3 clusters Score -4482120 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 35454 members 
Entering Unmasked Estep 
Score: -4482177.000000 Penalty: 3119.604492
	Iteration 14Q: 3 clusters Score -4482177 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 35469 members 
Entering Unmasked Estep 
Score: -4482213.000000 Penalty: 3119.604492
	Iteration 15Q: 3 clusters Score -4482213 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 35478 members 
Entering Unmasked Estep 
Score: -4482224.500000 Penalty: 3119.604492
	Iteration 16Q: 3 clusters Score -4482224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 35480 members 
Entering Unmasked Estep 
Score: -4482230.500000 Penalty: 3119.604492
	Iteration 17Q: 3 clusters Score -4482230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 35484 members 
Entering Unmasked Estep 
Score: -4482237.500000 Penalty: 3119.604492
	Iteration 18Q: 3 clusters Score -4482238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 35491 members 
Entering Unmasked Estep 
Score: -4482244.000000 Penalty: 3119.604492
	Iteration 19Q: 3 clusters Score -4482244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 35494 members 
Entering Unmasked Estep 
Score: -4482252.500000 Penalty: 3119.604492
	Iteration 20F: 3 clusters Score -4482252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 35498 members 
Entering Unmasked Estep 
Score: -4482264.000000 Penalty: 3119.604492
	Iteration 21Q: 3 clusters Score -4482264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 35503 members 
Entering Unmasked Estep 
Score: -4482276.000000 Penalty: 3119.604492
	Iteration 22Q: 3 clusters Score -4482276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 35509 members 
Entering Unmasked Estep 
Score: -4482287.000000 Penalty: 3119.604492
	Iteration 23Q: 3 clusters Score -4482287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 35514 members 
Entering Unmasked Estep 
Score: -4482303.000000 Penalty: 3119.604492
	Iteration 24Q: 3 clusters Score -4482303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 35515 members 
Entering Unmasked Estep 
Score: -4482297.500000 Penalty: 3119.604492
	Iteration 25Q: 3 clusters Score -4482298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 35516 members 
Entering Unmasked Estep 
Score: -4482302.000000 Penalty: 3119.604492
	Iteration 26Q: 3 clusters Score -4482302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 35516 members 
Entering Unmasked Estep 
Score: -4482302.000000 Penalty: 3119.604492
	Iteration 27F: 3 clusters Score -4482302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Entering Unmasked Estep 
Score: -1135686.875000 Penalty: 1354.506470
	Iteration 0F: 2 clusters Score -1135687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1129605.875000 Penalty: 2709.012939
	Iteration 0F: 3 clusters Score -1129606 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1131502.375000 Penalty: 2709.012939
	Iteration 1F: 3 clusters Score -1131502 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1131773.000000 Penalty: 2709.012939
	Iteration 2F: 3 clusters Score -1131773 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1131941.250000 Penalty: 2709.012939
	Iteration 3Q: 3 clusters Score -1131941 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1132045.000000 Penalty: 2709.012939
	Iteration 4Q: 3 clusters Score -1132045 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1132119.250000 Penalty: 2709.012939
	Iteration 5Q: 3 clusters Score -1132119 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1132193.500000 Penalty: 2709.012939
	Iteration 6Q: 3 clusters Score -1132194 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1132270.000000 Penalty: 2709.012939
	Iteration 7Q: 3 clusters Score -1132270 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1132322.750000 Penalty: 2709.012939
	Iteration 8Q: 3 clusters Score -1132323 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1132382.875000 Penalty: 2709.012939
	Iteration 9Q: 3 clusters Score -1132383 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1132437.000000 Penalty: 2709.012939
	Iteration 10Q: 3 clusters Score -1132437 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1132481.625000 Penalty: 2709.012939
	Iteration 11Q: 3 clusters Score -1132482 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1132538.875000 Penalty: 2709.012939
	Iteration 12Q: 3 clusters Score -1132539 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1132592.000000 Penalty: 2709.012939
	Iteration 13Q: 3 clusters Score -1132592 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1132670.250000 Penalty: 2709.012939
	Iteration 14Q: 3 clusters Score -1132670 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1132771.875000 Penalty: 2709.012939
	Iteration 15Q: 3 clusters Score -1132772 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1132874.875000 Penalty: 2709.012939
	Iteration 16Q: 3 clusters Score -1132875 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1132990.125000 Penalty: 2709.012939
	Iteration 17Q: 3 clusters Score -1132990 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1133122.000000 Penalty: 2709.012939
	Iteration 18Q: 3 clusters Score -1133122 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1133255.250000 Penalty: 2709.012939
	Iteration 19Q: 3 clusters Score -1133255 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1133445.250000 Penalty: 2709.012939
	Iteration 20F: 3 clusters Score -1133445 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1133638.875000 Penalty: 2709.012939
	Iteration 21Q: 3 clusters Score -1133639 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1133836.250000 Penalty: 2709.012939
	Iteration 22Q: 3 clusters Score -1133836 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1134000.750000 Penalty: 2709.012939
	Iteration 23Q: 3 clusters Score -1134001 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1134140.000000 Penalty: 2709.012939
	Iteration 24Q: 3 clusters Score -1134140 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1134250.250000 Penalty: 2709.012939
	Iteration 25Q: 3 clusters Score -1134250 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1134329.500000 Penalty: 2709.012939
	Iteration 26Q: 3 clusters Score -1134330 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1134380.625000 Penalty: 2709.012939
	Iteration 27Q: 3 clusters Score -1134381 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1134417.500000 Penalty: 2709.012939
	Iteration 28Q: 3 clusters Score -1134418 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1134441.625000 Penalty: 2709.012939
	Iteration 29Q: 3 clusters Score -1134442 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1134472.625000 Penalty: 2709.012939
	Iteration 30Q: 3 clusters Score -1134473 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1134500.375000 Penalty: 2709.012939
	Iteration 31Q: 3 clusters Score -1134500 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1134514.500000 Penalty: 2709.012939
	Iteration 32Q: 3 clusters Score -1134514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1134523.000000 Penalty: 2709.012939
	Iteration 33Q: 3 clusters Score -1134523 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1134531.250000 Penalty: 2709.012939
	Iteration 34Q: 3 clusters Score -1134531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1134537.250000 Penalty: 2709.012939
	Iteration 35Q: 3 clusters Score -1134537 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1134545.125000 Penalty: 2709.012939
	Iteration 36Q: 3 clusters Score -1134545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1134549.125000 Penalty: 2709.012939
	Iteration 37Q: 3 clusters Score -1134549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1134551.625000 Penalty: 2709.012939
	Iteration 38Q: 3 clusters Score -1134552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1134554.750000 Penalty: 2709.012939
	Iteration 39Q: 3 clusters Score -1134555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1134555.375000 Penalty: 2709.012939
	Iteration 40F: 3 clusters Score -1134555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Entering Unmasked Estep 
Score: -769592.375000 Penalty: 1304.763916
	Iteration 0F: 2 clusters Score -769592.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -765008.875000 Penalty: 2609.527832
	Iteration 0F: 3 clusters Score -765008.9 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -766456.250000 Penalty: 2609.527832
	Iteration 1F: 3 clusters Score -766456.2 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -766761.937500 Penalty: 2609.527832
	Iteration 2F: 3 clusters Score -766761.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -766968.875000 Penalty: 2609.527832
	Iteration 3F: 3 clusters Score -766968.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -767193.062500 Penalty: 2609.527832
	Iteration 4Q: 3 clusters Score -767193.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -767424.625000 Penalty: 2609.527832
	Iteration 5Q: 3 clusters Score -767424.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -767646.187500 Penalty: 2609.527832
	Iteration 6Q: 3 clusters Score -767646.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -767840.562500 Penalty: 2609.527832
	Iteration 7Q: 3 clusters Score -767840.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -768022.000000 Penalty: 2609.527832
	Iteration 8Q: 3 clusters Score -768022 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -768166.687500 Penalty: 2609.527832
	Iteration 9Q: 3 clusters Score -768166.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -768281.125000 Penalty: 2609.527832
	Iteration 10Q: 3 clusters Score -768281.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -768362.625000 Penalty: 2609.527832
	Iteration 11Q: 3 clusters Score -768362.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -768417.625000 Penalty: 2609.527832
	Iteration 12Q: 3 clusters Score -768417.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -768466.750000 Penalty: 2609.527832
	Iteration 13Q: 3 clusters Score -768466.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -768512.750000 Penalty: 2609.527832
	Iteration 14Q: 3 clusters Score -768512.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -768545.437500 Penalty: 2609.527832
	Iteration 15Q: 3 clusters Score -768545.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -768569.312500 Penalty: 2609.527832
	Iteration 16Q: 3 clusters Score -768569.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -768587.250000 Penalty: 2609.527832
	Iteration 17Q: 3 clusters Score -768587.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -768601.062500 Penalty: 2609.527832
	Iteration 18Q: 3 clusters Score -768601.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -768617.875000 Penalty: 2609.527832
	Iteration 19Q: 3 clusters Score -768617.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -768632.875000 Penalty: 2609.527832
	Iteration 20F: 3 clusters Score -768632.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -768648.375000 Penalty: 2609.527832
	Iteration 21Q: 3 clusters Score -768648.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -768659.500000 Penalty: 2609.527832
	Iteration 22Q: 3 clusters Score -768659.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -768663.750000 Penalty: 2609.527832
	Iteration 23Q: 3 clusters Score -768663.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -768671.437500 Penalty: 2609.527832
	Iteration 24Q: 3 clusters Score -768671.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -768678.875000 Penalty: 2609.527832
	Iteration 25Q: 3 clusters Score -768678.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -768683.312500 Penalty: 2609.527832
	Iteration 26Q: 3 clusters Score -768683.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -768684.687500 Penalty: 2609.527832
	Iteration 27Q: 3 clusters Score -768684.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -768688.500000 Penalty: 2609.527832
	Iteration 28Q: 3 clusters Score -768688.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -768694.750000 Penalty: 2609.527832
	Iteration 29Q: 3 clusters Score -768694.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -768699.500000 Penalty: 2609.527832
	Iteration 30Q: 3 clusters Score -768699.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -768704.250000 Penalty: 2609.527832
	Iteration 31Q: 3 clusters Score -768704.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -768706.812500 Penalty: 2609.527832
	Iteration 32Q: 3 clusters Score -768706.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -768711.500000 Penalty: 2609.527832
	Iteration 33Q: 3 clusters Score -768711.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -768714.375000 Penalty: 2609.527832
	Iteration 34Q: 3 clusters Score -768714.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -768715.812500 Penalty: 2609.527832
	Iteration 35Q: 3 clusters Score -768715.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -768719.375000 Penalty: 2609.527832
	Iteration 36Q: 3 clusters Score -768719.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -768720.687500 Penalty: 2609.527832
	Iteration 37Q: 3 clusters Score -768720.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -768721.875000 Penalty: 2609.527832
	Iteration 38Q: 3 clusters Score -768721.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -768723.937500 Penalty: 2609.527832
	Iteration 39Q: 3 clusters Score -768723.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -768730.437500 Penalty: 2609.527832
	Iteration 40F: 3 clusters Score -768730.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -768733.500000 Penalty: 2609.527832
	Iteration 41Q: 3 clusters Score -768733.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -768735.562500 Penalty: 2609.527832
	Iteration 42Q: 3 clusters Score -768735.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -768738.687500 Penalty: 2609.527832
	Iteration 43Q: 3 clusters Score -768738.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -768744.562500 Penalty: 2609.527832
	Iteration 44Q: 3 clusters Score -768744.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -768750.187500 Penalty: 2609.527832
	Iteration 45Q: 3 clusters Score -768750.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -768751.875000 Penalty: 2609.527832
	Iteration 46Q: 3 clusters Score -768751.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -768760.375000 Penalty: 2609.527832
	Iteration 47Q: 3 clusters Score -768760.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -768763.375000 Penalty: 2609.527832
	Iteration 48Q: 3 clusters Score -768763.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -768761.000000 Penalty: 2609.527832
	Iteration 49Q: 3 clusters Score -768761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -768764.500000 Penalty: 2609.527832
	Iteration 50Q: 3 clusters Score -768764.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -768765.562500 Penalty: 2609.527832
	Iteration 51Q: 3 clusters Score -768765.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -768764.625000 Penalty: 2609.527832
	Iteration 52Q: 3 clusters Score -768764.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -768765.625000 Penalty: 2609.527832
	Iteration 53Q: 3 clusters Score -768765.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -768767.687500 Penalty: 2609.527832
	Iteration 54Q: 3 clusters Score -768767.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -768767.000000 Penalty: 2609.527832
	Iteration 55Q: 3 clusters Score -768767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -768767.000000 Penalty: 2609.527832
	Iteration 56F: 3 clusters Score -768767 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (22169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
Entering Unmasked Estep 
Score: -2804577.750000 Penalty: 1488.959839
	Iteration 0F: 2 clusters Score -2804578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -2790091.500000 Penalty: 2977.919678
	Iteration 0F: 3 clusters Score -2790092 nChanged 9912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -2795457.000000 Penalty: 2977.919678
	Iteration 1F: 3 clusters Score -2795457 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -2795854.250000 Penalty: 2977.919678
	Iteration 2F: 3 clusters Score -2795854 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -2796216.250000 Penalty: 2977.919678
	Iteration 3Q: 3 clusters Score -2796216 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -2796625.000000 Penalty: 2977.919678
	Iteration 4Q: 3 clusters Score -2796625 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -2797134.750000 Penalty: 2977.919678
	Iteration 5Q: 3 clusters Score -2797135 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -2797821.500000 Penalty: 2977.919678
	Iteration 6F: 3 clusters Score -2797822 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -2798574.750000 Penalty: 2977.919678
	Iteration 7F: 3 clusters Score -2798575 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -2799368.750000 Penalty: 2977.919678
	Iteration 8F: 3 clusters Score -2799369 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -2800162.250000 Penalty: 2977.919678
	Iteration 9F: 3 clusters Score -2800162 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -2800869.750000 Penalty: 2977.919678
	Iteration 10F: 3 clusters Score -2800870 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -2801401.000000 Penalty: 2977.919678
	Iteration 11Q: 3 clusters Score -2801401 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -2801852.000000 Penalty: 2977.919678
	Iteration 12Q: 3 clusters Score -2801852 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -2802261.250000 Penalty: 2977.919678
	Iteration 13Q: 3 clusters Score -2802261 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -2802598.500000 Penalty: 2977.919678
	Iteration 14Q: 3 clusters Score -2802598 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -2802861.000000 Penalty: 2977.919678
	Iteration 15Q: 3 clusters Score -2802861 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
Score: -2803063.750000 Penalty: 2977.919678
	Iteration 16Q: 3 clusters Score -2803064 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -2803219.000000 Penalty: 2977.919678
	Iteration 17Q: 3 clusters Score -2803219 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 20166 members 
Entering Unmasked Estep 
Score: -2803347.250000 Penalty: 2977.919678
	Iteration 18Q: 3 clusters Score -2803347 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -2803429.250000 Penalty: 2977.919678
	Iteration 19Q: 3 clusters Score -2803429 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -2803471.500000 Penalty: 2977.919678
	Iteration 20F: 3 clusters Score -2803472 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -2803524.750000 Penalty: 2977.919678
	Iteration 21Q: 3 clusters Score -2803525 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -2803547.000000 Penalty: 2977.919678
	Iteration 22Q: 3 clusters Score -2803547 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -2803572.750000 Penalty: 2977.919678
	Iteration 23Q: 3 clusters Score -2803573 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -2803593.500000 Penalty: 2977.919678
	Iteration 24Q: 3 clusters Score -2803594 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
Score: -2803602.750000 Penalty: 2977.919678
	Iteration 25Q: 3 clusters Score -2803603 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -2803608.000000 Penalty: 2977.919678
	Iteration 26Q: 3 clusters Score -2803608 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -2803620.750000 Penalty: 2977.919678
	Iteration 27Q: 3 clusters Score -2803621 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -2803631.500000 Penalty: 2977.919678
	Iteration 28Q: 3 clusters Score -2803632 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -2803652.000000 Penalty: 2977.919678
	Iteration 29Q: 3 clusters Score -2803652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -2803647.750000 Penalty: 2977.919678
	Iteration 30Q: 3 clusters Score -2803648 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
Score: -2803660.250000 Penalty: 2977.919678
	Iteration 31Q: 3 clusters Score -2803660 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -2803668.750000 Penalty: 2977.919678
	Iteration 32Q: 3 clusters Score -2803669 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -2803682.000000 Penalty: 2977.919678
	Iteration 33Q: 3 clusters Score -2803682 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 20836 members 
Entering Unmasked Estep 
Score: -2803689.500000 Penalty: 2977.919678
	Iteration 34Q: 3 clusters Score -2803690 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -2803689.250000 Penalty: 2977.919678
	Iteration 35Q: 3 clusters Score -2803689 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -2803697.500000 Penalty: 2977.919678
	Iteration 36Q: 3 clusters Score -2803698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
Score: -2803704.500000 Penalty: 2977.919678
	Iteration 37Q: 3 clusters Score -2803704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 20874 members 
Entering Unmasked Estep 
Score: -2803706.750000 Penalty: 2977.919678
	Iteration 38Q: 3 clusters Score -2803707 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -2803706.500000 Penalty: 2977.919678
	Iteration 39Q: 3 clusters Score -2803706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -2803705.000000 Penalty: 2977.919678
	Iteration 40F: 3 clusters Score -2803705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 20896 members 
Entering Unmasked Estep 
Score: -2803706.250000 Penalty: 2977.919678
	Iteration 41Q: 3 clusters Score -2803706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -2803710.500000 Penalty: 2977.919678
	Iteration 42Q: 3 clusters Score -2803710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -2803707.500000 Penalty: 2977.919678
	Iteration 43Q: 3 clusters Score -2803708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -2803708.750000 Penalty: 2977.919678
	Iteration 44Q: 3 clusters Score -2803709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -2803711.750000 Penalty: 2977.919678
	Iteration 45Q: 3 clusters Score -2803712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -2803711.750000 Penalty: 2977.919678
	Iteration 46F: 3 clusters Score -2803712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Entering Unmasked Estep 
Score: -735673.500000 Penalty: 1300.871338
	Iteration 0F: 2 clusters Score -735673.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -731223.625000 Penalty: 2601.742676
	Iteration 0F: 3 clusters Score -731223.6 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -732551.625000 Penalty: 2601.742676
	Iteration 1F: 3 clusters Score -732551.6 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -732809.562500 Penalty: 2601.742676
	Iteration 2F: 3 clusters Score -732809.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -732981.687500 Penalty: 2601.742676
	Iteration 3F: 3 clusters Score -732981.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -733123.875000 Penalty: 2601.742676
	Iteration 4Q: 3 clusters Score -733123.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -733236.687500 Penalty: 2601.742676
	Iteration 5Q: 3 clusters Score -733236.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -733310.875000 Penalty: 2601.742676
	Iteration 6Q: 3 clusters Score -733310.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -733368.375000 Penalty: 2601.742676
	Iteration 7Q: 3 clusters Score -733368.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -733421.562500 Penalty: 2601.742676
	Iteration 8Q: 3 clusters Score -733421.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -733467.562500 Penalty: 2601.742676
	Iteration 9Q: 3 clusters Score -733467.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -733525.625000 Penalty: 2601.742676
	Iteration 10Q: 3 clusters Score -733525.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -733584.875000 Penalty: 2601.742676
	Iteration 11Q: 3 clusters Score -733584.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -733644.937500 Penalty: 2601.742676
	Iteration 12Q: 3 clusters Score -733644.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -733712.312500 Penalty: 2601.742676
	Iteration 13Q: 3 clusters Score -733712.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -733778.375000 Penalty: 2601.742676
	Iteration 14Q: 3 clusters Score -733778.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -733840.687500 Penalty: 2601.742676
	Iteration 15Q: 3 clusters Score -733840.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -733902.687500 Penalty: 2601.742676
	Iteration 16Q: 3 clusters Score -733902.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -733987.937500 Penalty: 2601.742676
	Iteration 17Q: 3 clusters Score -733987.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -734104.687500 Penalty: 2601.742676
	Iteration 18Q: 3 clusters Score -734104.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -734244.875000 Penalty: 2601.742676
	Iteration 19Q: 3 clusters Score -734244.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -734397.875000 Penalty: 2601.742676
	Iteration 20F: 3 clusters Score -734397.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -734569.625000 Penalty: 2601.742676
	Iteration 21Q: 3 clusters Score -734569.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -734714.750000 Penalty: 2601.742676
	Iteration 22Q: 3 clusters Score -734714.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -734831.000000 Penalty: 2601.742676
	Iteration 23Q: 3 clusters Score -734831 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -734907.437500 Penalty: 2601.742676
	Iteration 24Q: 3 clusters Score -734907.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -734946.812500 Penalty: 2601.742676
	Iteration 25Q: 3 clusters Score -734946.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -734975.500000 Penalty: 2601.742676
	Iteration 26Q: 3 clusters Score -734975.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -734989.250000 Penalty: 2601.742676
	Iteration 27Q: 3 clusters Score -734989.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -735005.312500 Penalty: 2601.742676
	Iteration 28Q: 3 clusters Score -735005.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -735021.562500 Penalty: 2601.742676
	Iteration 29Q: 3 clusters Score -735021.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -735032.125000 Penalty: 2601.742676
	Iteration 30Q: 3 clusters Score -735032.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -735042.625000 Penalty: 2601.742676
	Iteration 31Q: 3 clusters Score -735042.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -735052.937500 Penalty: 2601.742676
	Iteration 32Q: 3 clusters Score -735052.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -735063.062500 Penalty: 2601.742676
	Iteration 33Q: 3 clusters Score -735063.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -735072.062500 Penalty: 2601.742676
	Iteration 34Q: 3 clusters Score -735072.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -735081.125000 Penalty: 2601.742676
	Iteration 35Q: 3 clusters Score -735081.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -735091.250000 Penalty: 2601.742676
	Iteration 36Q: 3 clusters Score -735091.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -735098.125000 Penalty: 2601.742676
	Iteration 37Q: 3 clusters Score -735098.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -735102.937500 Penalty: 2601.742676
	Iteration 38Q: 3 clusters Score -735102.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -735105.437500 Penalty: 2601.742676
	Iteration 39Q: 3 clusters Score -735105.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -735108.250000 Penalty: 2601.742676
	Iteration 40F: 3 clusters Score -735108.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -735111.937500 Penalty: 2601.742676
	Iteration 41Q: 3 clusters Score -735111.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -735111.375000 Penalty: 2601.742676
	Iteration 42Q: 3 clusters Score -735111.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -735111.125000 Penalty: 2601.742676
	Iteration 43Q: 3 clusters Score -735111.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -735111.125000 Penalty: 2601.742676
	Iteration 44F: 3 clusters Score -735111.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (16226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Entering Unmasked Estep 
Score: -1957194.625000 Penalty: 1442.522339
	Iteration 0F: 2 clusters Score -1957195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1946645.875000 Penalty: 2885.044678
	Iteration 0F: 3 clusters Score -1946646 nChanged 6850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1950408.375000 Penalty: 2885.044678
	Iteration 1F: 3 clusters Score -1950408 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1950828.375000 Penalty: 2885.044678
	Iteration 2F: 3 clusters Score -1950828 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1951168.250000 Penalty: 2885.044678
	Iteration 3Q: 3 clusters Score -1951168 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1951496.500000 Penalty: 2885.044678
	Iteration 4Q: 3 clusters Score -1951496 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1951782.875000 Penalty: 2885.044678
	Iteration 5Q: 3 clusters Score -1951783 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1952047.875000 Penalty: 2885.044678
	Iteration 6Q: 3 clusters Score -1952048 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1952277.250000 Penalty: 2885.044678
	Iteration 7Q: 3 clusters Score -1952277 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1952497.500000 Penalty: 2885.044678
	Iteration 8Q: 3 clusters Score -1952498 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1952723.375000 Penalty: 2885.044678
	Iteration 9Q: 3 clusters Score -1952723 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1952950.500000 Penalty: 2885.044678
	Iteration 10Q: 3 clusters Score -1952950 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1953190.125000 Penalty: 2885.044678
	Iteration 11Q: 3 clusters Score -1953190 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1953457.000000 Penalty: 2885.044678
	Iteration 12Q: 3 clusters Score -1953457 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1953765.500000 Penalty: 2885.044678
	Iteration 13Q: 3 clusters Score -1953766 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1954043.875000 Penalty: 2885.044678
	Iteration 14Q: 3 clusters Score -1954044 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1954326.375000 Penalty: 2885.044678
	Iteration 15Q: 3 clusters Score -1954326 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1954571.375000 Penalty: 2885.044678
	Iteration 16Q: 3 clusters Score -1954571 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1954744.750000 Penalty: 2885.044678
	Iteration 17Q: 3 clusters Score -1954745 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1954874.000000 Penalty: 2885.044678
	Iteration 18Q: 3 clusters Score -1954874 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1954966.000000 Penalty: 2885.044678
	Iteration 19Q: 3 clusters Score -1954966 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1955058.625000 Penalty: 2885.044678
	Iteration 20F: 3 clusters Score -1955059 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1955135.250000 Penalty: 2885.044678
	Iteration 21Q: 3 clusters Score -1955135 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1955206.000000 Penalty: 2885.044678
	Iteration 22Q: 3 clusters Score -1955206 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1955273.875000 Penalty: 2885.044678
	Iteration 23Q: 3 clusters Score -1955274 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1955336.750000 Penalty: 2885.044678
	Iteration 24Q: 3 clusters Score -1955337 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1955372.500000 Penalty: 2885.044678
	Iteration 25Q: 3 clusters Score -1955372 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1955398.500000 Penalty: 2885.044678
	Iteration 26Q: 3 clusters Score -1955398 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1955427.375000 Penalty: 2885.044678
	Iteration 27Q: 3 clusters Score -1955427 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1955454.375000 Penalty: 2885.044678
	Iteration 28Q: 3 clusters Score -1955454 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1955486.375000 Penalty: 2885.044678
	Iteration 29Q: 3 clusters Score -1955486 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1955513.500000 Penalty: 2885.044678
	Iteration 30Q: 3 clusters Score -1955514 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1955544.000000 Penalty: 2885.044678
	Iteration 31Q: 3 clusters Score -1955544 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1955571.250000 Penalty: 2885.044678
	Iteration 32Q: 3 clusters Score -1955571 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1955612.875000 Penalty: 2885.044678
	Iteration 33Q: 3 clusters Score -1955613 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1955639.125000 Penalty: 2885.044678
	Iteration 34Q: 3 clusters Score -1955639 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1955672.125000 Penalty: 2885.044678
	Iteration 35Q: 3 clusters Score -1955672 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1955703.250000 Penalty: 2885.044678
	Iteration 36Q: 3 clusters Score -1955703 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1955745.500000 Penalty: 2885.044678
	Iteration 37Q: 3 clusters Score -1955746 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1955775.375000 Penalty: 2885.044678
	Iteration 38Q: 3 clusters Score -1955775 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1955804.500000 Penalty: 2885.044678
	Iteration 39Q: 3 clusters Score -1955804 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1955828.500000 Penalty: 2885.044678
	Iteration 40F: 3 clusters Score -1955828 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1955856.250000 Penalty: 2885.044678
	Iteration 41Q: 3 clusters Score -1955856 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1955870.750000 Penalty: 2885.044678
	Iteration 42Q: 3 clusters Score -1955871 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1955894.250000 Penalty: 2885.044678
	Iteration 43Q: 3 clusters Score -1955894 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1955908.000000 Penalty: 2885.044678
	Iteration 44Q: 3 clusters Score -1955908 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1955923.375000 Penalty: 2885.044678
	Iteration 45Q: 3 clusters Score -1955923 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1955943.125000 Penalty: 2885.044678
	Iteration 46Q: 3 clusters Score -1955943 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1955969.000000 Penalty: 2885.044678
	Iteration 47Q: 3 clusters Score -1955969 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1955984.000000 Penalty: 2885.044678
	Iteration 48Q: 3 clusters Score -1955984 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1956003.875000 Penalty: 2885.044678
	Iteration 49Q: 3 clusters Score -1956004 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1956013.875000 Penalty: 2885.044678
	Iteration 50Q: 3 clusters Score -1956014 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1956019.875000 Penalty: 2885.044678
	Iteration 51Q: 3 clusters Score -1956020 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1956033.125000 Penalty: 2885.044678
	Iteration 52Q: 3 clusters Score -1956033 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1956036.500000 Penalty: 2885.044678
	Iteration 53Q: 3 clusters Score -1956036 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1956040.750000 Penalty: 2885.044678
	Iteration 54Q: 3 clusters Score -1956041 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1956059.125000 Penalty: 2885.044678
	Iteration 55Q: 3 clusters Score -1956059 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1956067.250000 Penalty: 2885.044678
	Iteration 56Q: 3 clusters Score -1956067 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1956078.125000 Penalty: 2885.044678
	Iteration 57Q: 3 clusters Score -1956078 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1956092.375000 Penalty: 2885.044678
	Iteration 58Q: 3 clusters Score -1956092 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1956102.625000 Penalty: 2885.044678
	Iteration 59Q: 3 clusters Score -1956103 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1956111.375000 Penalty: 2885.044678
	Iteration 60F: 3 clusters Score -1956111 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1956121.750000 Penalty: 2885.044678
	Iteration 61Q: 3 clusters Score -1956122 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1956133.250000 Penalty: 2885.044678
	Iteration 62Q: 3 clusters Score -1956133 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1956144.500000 Penalty: 2885.044678
	Iteration 63Q: 3 clusters Score -1956144 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1956149.375000 Penalty: 2885.044678
	Iteration 64Q: 3 clusters Score -1956149 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1956151.500000 Penalty: 2885.044678
	Iteration 65Q: 3 clusters Score -1956152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1956159.375000 Penalty: 2885.044678
	Iteration 66Q: 3 clusters Score -1956159 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1956172.750000 Penalty: 2885.044678
	Iteration 67Q: 3 clusters Score -1956173 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1956177.375000 Penalty: 2885.044678
	Iteration 68Q: 3 clusters Score -1956177 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1956181.500000 Penalty: 2885.044678
	Iteration 69Q: 3 clusters Score -1956182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1956186.500000 Penalty: 2885.044678
	Iteration 70Q: 3 clusters Score -1956186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1956187.000000 Penalty: 2885.044678
	Iteration 71Q: 3 clusters Score -1956187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1956189.500000 Penalty: 2885.044678
	Iteration 72Q: 3 clusters Score -1956190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1956189.625000 Penalty: 2885.044678
	Iteration 73Q: 3 clusters Score -1956190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1956186.125000 Penalty: 2885.044678
	Iteration 74Q: 3 clusters Score -1956186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1956187.375000 Penalty: 2885.044678
	Iteration 75Q: 3 clusters Score -1956187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1956186.625000 Penalty: 2885.044678
	Iteration 76Q: 3 clusters Score -1956187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1956186.625000 Penalty: 2885.044678
	Iteration 77F: 3 clusters Score -1956187 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Entering Unmasked Estep 
Score: -82020.335938 Penalty: 1011.865295
	Iteration 0F: 2 clusters Score -82020.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -80943.421875 Penalty: 2023.730591
	Iteration 0F: 3 clusters Score -80943.42 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -81701.007812 Penalty: 2023.730591
	Iteration 1F: 3 clusters Score -81701.01 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -81947.937500 Penalty: 2023.730591
	Iteration 2F: 3 clusters Score -81947.94 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -82098.328125 Penalty: 2023.730591
	Iteration 3F: 3 clusters Score -82098.33 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -82225.812500 Penalty: 2023.730591
	Iteration 4F: 3 clusters Score -82225.81 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -82316.132812 Penalty: 2023.730591
	Iteration 5Q: 3 clusters Score -82316.13 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -82386.625000 Penalty: 2023.730591
	Iteration 6Q: 3 clusters Score -82386.62 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -82452.296875 Penalty: 2023.730591
	Iteration 7Q: 3 clusters Score -82452.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -82490.187500 Penalty: 2023.730591
	Iteration 8Q: 3 clusters Score -82490.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -82517.351562 Penalty: 2023.730591
	Iteration 9Q: 3 clusters Score -82517.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -82531.468750 Penalty: 2023.730591
	Iteration 10Q: 3 clusters Score -82531.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -82546.859375 Penalty: 2023.730591
	Iteration 11Q: 3 clusters Score -82546.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -82572.039062 Penalty: 2023.730591
	Iteration 12Q: 3 clusters Score -82572.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -82587.554688 Penalty: 2023.730591
	Iteration 13Q: 3 clusters Score -82587.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -82589.500000 Penalty: 2023.730591
	Iteration 14Q: 3 clusters Score -82589.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -82591.265625 Penalty: 2023.730591
	Iteration 15Q: 3 clusters Score -82591.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -82592.710938 Penalty: 2023.730591
	Iteration 16F: 3 clusters Score -82592.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -82626.757812 Penalty: 2023.730591
	Iteration 17Q: 3 clusters Score -82626.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -82686.671875 Penalty: 2023.730591
	Iteration 18Q: 3 clusters Score -82686.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -82735.414062 Penalty: 2023.730591
	Iteration 19Q: 3 clusters Score -82735.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -82766.156250 Penalty: 2023.730591
	Iteration 20F: 3 clusters Score -82766.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -82769.914062 Penalty: 2023.730591
	Iteration 21Q: 3 clusters Score -82769.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -82771.750000 Penalty: 2023.730591
	Iteration 22Q: 3 clusters Score -82771.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -82773.015625 Penalty: 2023.730591
	Iteration 23Q: 3 clusters Score -82773.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -82782.078125 Penalty: 2023.730591
	Iteration 24Q: 3 clusters Score -82782.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -82800.265625 Penalty: 2023.730591
	Iteration 25Q: 3 clusters Score -82800.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -82803.531250 Penalty: 2023.730591
	Iteration 26Q: 3 clusters Score -82803.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -82803.531250 Penalty: 2023.730591
	Iteration 27F: 3 clusters Score -82803.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 74932 members 
Mstep: Class 2 contains 41373 members 
Mstep: Class 3 contains 7496 members 
Mstep: Class 4 contains 2651 members 
Mstep: Class 5 contains 67684 members 
Mstep: Class 6 contains 46633 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 5401 members 
Mstep: Class 9 contains 8262 members 
Mstep: Class 10 contains 9893 members 
Mstep: Class 11 contains 9285 members 
Mstep: Class 12 contains 2854 members 
Mstep: Class 13 contains 10786 members 
Mstep: Class 14 contains 1594 members 
Mstep: Class 15 contains 11710 members 
Mstep: Class 16 contains 190 members 
Mstep: Class 17 contains 24827 members 
Mstep: Class 18 contains 24233 members 
Mstep: Class 19 contains 7771 members 
Mstep: Class 20 contains 35687 members 
Mstep: Class 21 contains 8981 members 
Mstep: Class 22 contains 6429 members 
Mstep: Class 23 contains 22169 members 
Mstep: Class 24 contains 6263 members 
Mstep: Class 25 contains 16226 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 58289 members 
Mstep: Class 28 contains 4802 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35071 members 
Mstep: Class 31 contains 21742 members 
Mstep: Class 32 contains 242 members 
Mstep: Class 33 contains 83754 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 436 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 172 members 
Entering Unmasked Estep 
Score: -80993704.000000 Penalty: 75827.835938
Splitting cluster 26 changes total score from -80993672.000000 to -80993704.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 27 (58289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58289 members 
Entering Unmasked Estep 
Score: -7421658.000000 Penalty: 1632.807495
	Iteration 0F: 2 clusters Score -7421658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29084 members 
Mstep: Class 2 contains 29205 members 
Entering Unmasked Estep 
Score: -7385125.500000 Penalty: 3265.614990
	Iteration 0F: 3 clusters Score -7385126 nChanged 27113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28977 members 
Mstep: Class 2 contains 29312 members 
Entering Unmasked Estep 
Score: -7400008.500000 Penalty: 3265.614990
	Iteration 1F: 3 clusters Score -7400008 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28985 members 
Mstep: Class 2 contains 29304 members 
Entering Unmasked Estep 
Score: -7400600.500000 Penalty: 3265.614990
	Iteration 2Q: 3 clusters Score -7400600 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29008 members 
Mstep: Class 2 contains 29281 members 
Entering Unmasked Estep 
Score: -7401130.000000 Penalty: 3265.614990
	Iteration 3Q: 3 clusters Score -7401130 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29152 members 
Mstep: Class 2 contains 29137 members 
Entering Unmasked Estep 
Score: -7401649.500000 Penalty: 3265.614990
	Iteration 4Q: 3 clusters Score -7401650 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29356 members 
Mstep: Class 2 contains 28933 members 
Entering Unmasked Estep 
Score: -7402249.000000 Penalty: 3265.614990
	Iteration 5Q: 3 clusters Score -7402249 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29638 members 
Mstep: Class 2 contains 28651 members 
Entering Unmasked Estep 
Score: -7403058.500000 Penalty: 3265.614990
	Iteration 6Q: 3 clusters Score -7403058 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30054 members 
Mstep: Class 2 contains 28235 members 
Entering Unmasked Estep 
Score: -7403878.000000 Penalty: 3265.614990
	Iteration 7Q: 3 clusters Score -7403878 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30601 members 
Mstep: Class 2 contains 27688 members 
Entering Unmasked Estep 
Score: -7404806.000000 Penalty: 3265.614990
	Iteration 8Q: 3 clusters Score -7404806 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31168 members 
Mstep: Class 2 contains 27121 members 
Entering Unmasked Estep 
Score: -7405816.000000 Penalty: 3265.614990
	Iteration 9Q: 3 clusters Score -7405816 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31758 members 
Mstep: Class 2 contains 26531 members 
Entering Unmasked Estep 
Score: -7406784.000000 Penalty: 3265.614990
	Iteration 10Q: 3 clusters Score -7406784 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32291 members 
Mstep: Class 2 contains 25998 members 
Entering Unmasked Estep 
Score: -7407598.000000 Penalty: 3265.614990
	Iteration 11Q: 3 clusters Score -7407598 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32744 members 
Mstep: Class 2 contains 25545 members 
Entering Unmasked Estep 
Score: -7408374.000000 Penalty: 3265.614990
	Iteration 12Q: 3 clusters Score -7408374 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33074 members 
Mstep: Class 2 contains 25215 members 
Entering Unmasked Estep 
Score: -7408850.000000 Penalty: 3265.614990
	Iteration 13Q: 3 clusters Score -7408850 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33322 members 
Mstep: Class 2 contains 24967 members 
Entering Unmasked Estep 
Score: -7409197.500000 Penalty: 3265.614990
	Iteration 14Q: 3 clusters Score -7409198 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33477 members 
Mstep: Class 2 contains 24812 members 
Entering Unmasked Estep 
Score: -7409471.500000 Penalty: 3265.614990
	Iteration 15Q: 3 clusters Score -7409472 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33555 members 
Mstep: Class 2 contains 24734 members 
Entering Unmasked Estep 
Score: -7409726.500000 Penalty: 3265.614990
	Iteration 16Q: 3 clusters Score -7409726 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33548 members 
Mstep: Class 2 contains 24741 members 
Entering Unmasked Estep 
Score: -7409864.500000 Penalty: 3265.614990
	Iteration 17Q: 3 clusters Score -7409864 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33474 members 
Mstep: Class 2 contains 24815 members 
Entering Unmasked Estep 
Score: -7409970.000000 Penalty: 3265.614990
	Iteration 18Q: 3 clusters Score -7409970 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33360 members 
Mstep: Class 2 contains 24929 members 
Entering Unmasked Estep 
Score: -7410047.000000 Penalty: 3265.614990
	Iteration 19Q: 3 clusters Score -7410047 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33196 members 
Mstep: Class 2 contains 25093 members 
Entering Unmasked Estep 
Score: -7410077.000000 Penalty: 3265.614990
	Iteration 20F: 3 clusters Score -7410077 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32958 members 
Mstep: Class 2 contains 25331 members 
Entering Unmasked Estep 
Score: -7410120.000000 Penalty: 3265.614990
	Iteration 21Q: 3 clusters Score -7410120 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32646 members 
Mstep: Class 2 contains 25643 members 
Entering Unmasked Estep 
Score: -7410179.500000 Penalty: 3265.614990
	Iteration 22Q: 3 clusters Score -7410180 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32301 members 
Mstep: Class 2 contains 25988 members 
Entering Unmasked Estep 
Score: -7410235.500000 Penalty: 3265.614990
	Iteration 23Q: 3 clusters Score -7410236 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31868 members 
Mstep: Class 2 contains 26421 members 
Entering Unmasked Estep 
Score: -7410351.000000 Penalty: 3265.614990
	Iteration 24Q: 3 clusters Score -7410351 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31297 members 
Mstep: Class 2 contains 26992 members 
Entering Unmasked Estep 
Score: -7410438.500000 Penalty: 3265.614990
	Iteration 25Q: 3 clusters Score -7410438 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30642 members 
Mstep: Class 2 contains 27647 members 
Entering Unmasked Estep 
Score: -7410539.500000 Penalty: 3265.614990
	Iteration 26Q: 3 clusters Score -7410540 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29893 members 
Mstep: Class 2 contains 28396 members 
Entering Unmasked Estep 
Score: -7410692.000000 Penalty: 3265.614990
	Iteration 27Q: 3 clusters Score -7410692 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29008 members 
Mstep: Class 2 contains 29281 members 
Entering Unmasked Estep 
Score: -7410897.000000 Penalty: 3265.614990
	Iteration 28Q: 3 clusters Score -7410897 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27977 members 
Mstep: Class 2 contains 30312 members 
Entering Unmasked Estep 
Score: -7411169.500000 Penalty: 3265.614990
	Iteration 29Q: 3 clusters Score -7411170 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26772 members 
Mstep: Class 2 contains 31517 members 
Entering Unmasked Estep 
Score: -7411457.000000 Penalty: 3265.614990
	Iteration 30Q: 3 clusters Score -7411457 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25359 members 
Mstep: Class 2 contains 32930 members 
Entering Unmasked Estep 
Score: -7411832.000000 Penalty: 3265.614990
	Iteration 31Q: 3 clusters Score -7411832 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23573 members 
Mstep: Class 2 contains 34716 members 
Entering Unmasked Estep 
Score: -7412470.500000 Penalty: 3265.614990
	Iteration 32Q: 3 clusters Score -7412470 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 36848 members 
Entering Unmasked Estep 
Score: -7413310.000000 Penalty: 3265.614990
	Iteration 33Q: 3 clusters Score -7413310 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 39249 members 
Entering Unmasked Estep 
Score: -7414291.500000 Penalty: 3265.614990
	Iteration 34Q: 3 clusters Score -7414292 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 41781 members 
Entering Unmasked Estep 
Score: -7415439.500000 Penalty: 3265.614990
	Iteration 35Q: 3 clusters Score -7415440 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 44314 members 
Entering Unmasked Estep 
Score: -7416522.000000 Penalty: 3265.614990
	Iteration 36Q: 3 clusters Score -7416522 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 46653 members 
Entering Unmasked Estep 
Score: -7417567.000000 Penalty: 3265.614990
	Iteration 37Q: 3 clusters Score -7417567 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 48720 members 
Entering Unmasked Estep 
Score: -7418405.500000 Penalty: 3265.614990
	Iteration 38Q: 3 clusters Score -7418406 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 50421 members 
Entering Unmasked Estep 
Score: -7419149.500000 Penalty: 3265.614990
	Iteration 39Q: 3 clusters Score -7419150 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 51762 members 
Entering Unmasked Estep 
Score: -7419635.000000 Penalty: 3265.614990
	Iteration 40F: 3 clusters Score -7419635 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 52833 members 
Entering Unmasked Estep 
Score: -7420079.000000 Penalty: 3265.614990
	Iteration 41Q: 3 clusters Score -7420079 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 53663 members 
Entering Unmasked Estep 
Score: -7420424.000000 Penalty: 3265.614990
	Iteration 42Q: 3 clusters Score -7420424 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 54304 members 
Entering Unmasked Estep 
Score: -7420672.000000 Penalty: 3265.614990
	Iteration 43Q: 3 clusters Score -7420672 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 54715 members 
Entering Unmasked Estep 
Score: -7420847.500000 Penalty: 3265.614990
	Iteration 44Q: 3 clusters Score -7420848 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 55037 members 
Entering Unmasked Estep 
Score: -7420925.000000 Penalty: 3265.614990
	Iteration 45Q: 3 clusters Score -7420925 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 55290 members 
Entering Unmasked Estep 
Score: -7421001.500000 Penalty: 3265.614990
	Iteration 46Q: 3 clusters Score -7421002 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 55485 members 
Entering Unmasked Estep 
Score: -7421070.000000 Penalty: 3265.614990
	Iteration 47Q: 3 clusters Score -7421070 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 55630 members 
Entering Unmasked Estep 
Score: -7421139.500000 Penalty: 3265.614990
	Iteration 48Q: 3 clusters Score -7421140 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 55745 members 
Entering Unmasked Estep 
Score: -7421164.000000 Penalty: 3265.614990
	Iteration 49Q: 3 clusters Score -7421164 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 55832 members 
Entering Unmasked Estep 
Score: -7421206.000000 Penalty: 3265.614990
	Iteration 50Q: 3 clusters Score -7421206 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 55898 members 
Entering Unmasked Estep 
Score: -7421233.000000 Penalty: 3265.614990
	Iteration 51Q: 3 clusters Score -7421233 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 55958 members 
Entering Unmasked Estep 
Score: -7421224.000000 Penalty: 3265.614990
	Iteration 52Q: 3 clusters Score -7421224 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 56004 members 
Entering Unmasked Estep 
Score: -7421240.000000 Penalty: 3265.614990
	Iteration 53Q: 3 clusters Score -7421240 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 56038 members 
Entering Unmasked Estep 
Score: -7421261.500000 Penalty: 3265.614990
	Iteration 54Q: 3 clusters Score -7421262 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 56062 members 
Entering Unmasked Estep 
Score: -7421267.500000 Penalty: 3265.614990
	Iteration 55Q: 3 clusters Score -7421268 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 56077 members 
Entering Unmasked Estep 
Score: -7421273.000000 Penalty: 3265.614990
	Iteration 56Q: 3 clusters Score -7421273 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 56099 members 
Entering Unmasked Estep 
Score: -7421271.500000 Penalty: 3265.614990
	Iteration 57Q: 3 clusters Score -7421272 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 56119 members 
Entering Unmasked Estep 
Score: -7421269.500000 Penalty: 3265.614990
	Iteration 58Q: 3 clusters Score -7421270 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 56142 members 
Entering Unmasked Estep 
Score: -7421278.500000 Penalty: 3265.614990
	Iteration 59Q: 3 clusters Score -7421278 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 56156 members 
Entering Unmasked Estep 
Score: -7421283.500000 Penalty: 3265.614990
	Iteration 60F: 3 clusters Score -7421284 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 56171 members 
Entering Unmasked Estep 
Score: -7421291.500000 Penalty: 3265.614990
	Iteration 61Q: 3 clusters Score -7421292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 56180 members 
Entering Unmasked Estep 
Score: -7421292.500000 Penalty: 3265.614990
	Iteration 62Q: 3 clusters Score -7421292 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 56193 members 
Entering Unmasked Estep 
Score: -7421292.500000 Penalty: 3265.614990
	Iteration 63Q: 3 clusters Score -7421292 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 56210 members 
Entering Unmasked Estep 
Score: -7421292.000000 Penalty: 3265.614990
	Iteration 64Q: 3 clusters Score -7421292 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 56223 members 
Entering Unmasked Estep 
Score: -7421297.500000 Penalty: 3265.614990
	Iteration 65Q: 3 clusters Score -7421298 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 56230 members 
Entering Unmasked Estep 
Score: -7421309.500000 Penalty: 3265.614990
	Iteration 66Q: 3 clusters Score -7421310 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 56241 members 
Entering Unmasked Estep 
Score: -7421315.500000 Penalty: 3265.614990
	Iteration 67Q: 3 clusters Score -7421316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 56251 members 
Entering Unmasked Estep 
Score: -7421314.500000 Penalty: 3265.614990
	Iteration 68Q: 3 clusters Score -7421314 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 56266 members 
Entering Unmasked Estep 
Score: -7421327.000000 Penalty: 3265.614990
	Iteration 69Q: 3 clusters Score -7421327 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 56276 members 
Entering Unmasked Estep 
Score: -7421327.500000 Penalty: 3265.614990
	Iteration 70Q: 3 clusters Score -7421328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 56282 members 
Entering Unmasked Estep 
Score: -7421329.000000 Penalty: 3265.614990
	Iteration 71Q: 3 clusters Score -7421329 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 56294 members 
Entering Unmasked Estep 
Score: -7421325.000000 Penalty: 3265.614990
	Iteration 72Q: 3 clusters Score -7421325 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 56303 members 
Entering Unmasked Estep 
Score: -7421339.500000 Penalty: 3265.614990
	Iteration 73Q: 3 clusters Score -7421340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 56310 members 
Entering Unmasked Estep 
Score: -7421347.500000 Penalty: 3265.614990
	Iteration 74Q: 3 clusters Score -7421348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 56318 members 
Entering Unmasked Estep 
Score: -7421344.500000 Penalty: 3265.614990
	Iteration 75Q: 3 clusters Score -7421344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 56319 members 
Entering Unmasked Estep 
Score: -7421352.500000 Penalty: 3265.614990
	Iteration 76Q: 3 clusters Score -7421352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 56319 members 
Entering Unmasked Estep 
Score: -7421351.000000 Penalty: 3265.614990
	Iteration 77Q: 3 clusters Score -7421351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 56319 members 
Entering Unmasked Estep 
Score: -7421352.500000 Penalty: 3265.614990
	Iteration 78Q: 3 clusters Score -7421352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 56320 members 
Entering Unmasked Estep 
Score: -7421352.500000 Penalty: 3265.614990
	Iteration 79Q: 3 clusters Score -7421352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 56320 members 
Entering Unmasked Estep 
Score: -7421352.500000 Penalty: 3265.614990
	Iteration 80F: 3 clusters Score -7421352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Entering Unmasked Estep 
Score: -557182.625000 Penalty: 1261.346069
	Iteration 0F: 2 clusters Score -557182.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -553629.562500 Penalty: 2522.692139
	Iteration 0F: 3 clusters Score -553629.6 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -554647.937500 Penalty: 2522.692139
	Iteration 1F: 3 clusters Score -554647.9 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -554932.687500 Penalty: 2522.692139
	Iteration 2F: 3 clusters Score -554932.7 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -555176.000000 Penalty: 2522.692139
	Iteration 3F: 3 clusters Score -555176 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -555380.500000 Penalty: 2522.692139
	Iteration 4F: 3 clusters Score -555380.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -555591.375000 Penalty: 2522.692139
	Iteration 5Q: 3 clusters Score -555591.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -555808.562500 Penalty: 2522.692139
	Iteration 6Q: 3 clusters Score -555808.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -556002.062500 Penalty: 2522.692139
	Iteration 7Q: 3 clusters Score -556002.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -556143.375000 Penalty: 2522.692139
	Iteration 8Q: 3 clusters Score -556143.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -556262.125000 Penalty: 2522.692139
	Iteration 9Q: 3 clusters Score -556262.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -556350.062500 Penalty: 2522.692139
	Iteration 10Q: 3 clusters Score -556350.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -556408.000000 Penalty: 2522.692139
	Iteration 11Q: 3 clusters Score -556408 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -556462.750000 Penalty: 2522.692139
	Iteration 12Q: 3 clusters Score -556462.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -556506.750000 Penalty: 2522.692139
	Iteration 13Q: 3 clusters Score -556506.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -556529.125000 Penalty: 2522.692139
	Iteration 14Q: 3 clusters Score -556529.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -556542.500000 Penalty: 2522.692139
	Iteration 15Q: 3 clusters Score -556542.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -556554.625000 Penalty: 2522.692139
	Iteration 16Q: 3 clusters Score -556554.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -556566.562500 Penalty: 2522.692139
	Iteration 17Q: 3 clusters Score -556566.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -556575.875000 Penalty: 2522.692139
	Iteration 18Q: 3 clusters Score -556575.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -556580.437500 Penalty: 2522.692139
	Iteration 19Q: 3 clusters Score -556580.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -556586.562500 Penalty: 2522.692139
	Iteration 20F: 3 clusters Score -556586.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -556597.187500 Penalty: 2522.692139
	Iteration 21Q: 3 clusters Score -556597.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -556607.187500 Penalty: 2522.692139
	Iteration 22Q: 3 clusters Score -556607.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -556616.125000 Penalty: 2522.692139
	Iteration 23Q: 3 clusters Score -556616.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -556628.125000 Penalty: 2522.692139
	Iteration 24Q: 3 clusters Score -556628.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -556636.875000 Penalty: 2522.692139
	Iteration 25Q: 3 clusters Score -556636.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -556643.625000 Penalty: 2522.692139
	Iteration 26Q: 3 clusters Score -556643.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -556652.062500 Penalty: 2522.692139
	Iteration 27Q: 3 clusters Score -556652.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -556654.375000 Penalty: 2522.692139
	Iteration 28Q: 3 clusters Score -556654.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -556657.687500 Penalty: 2522.692139
	Iteration 29Q: 3 clusters Score -556657.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -556663.562500 Penalty: 2522.692139
	Iteration 30Q: 3 clusters Score -556663.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -556665.187500 Penalty: 2522.692139
	Iteration 31Q: 3 clusters Score -556665.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -556665.625000 Penalty: 2522.692139
	Iteration 32Q: 3 clusters Score -556665.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -556665.625000 Penalty: 2522.692139
	Iteration 33F: 3 clusters Score -556665.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -28234.490234 Penalty: 899.496826
	Iteration 0F: 2 clusters Score -28234.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -27484.382812 Penalty: 1798.993652
	Iteration 0F: 3 clusters Score -27484.38 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -27753.777344 Penalty: 1798.993652
	Iteration 1F: 3 clusters Score -27753.78 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -27899.337891 Penalty: 1798.993652
	Iteration 2F: 3 clusters Score -27899.34 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -28060.550781 Penalty: 1798.993652
	Iteration 3F: 3 clusters Score -28060.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -28155.216797 Penalty: 1798.993652
	Iteration 4Q: 3 clusters Score -28155.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -28219.472656 Penalty: 1798.993652
	Iteration 5Q: 3 clusters Score -28219.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -28277.300781 Penalty: 1798.993652
	Iteration 6Q: 3 clusters Score -28277.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -28295.812500 Penalty: 1798.993652
	Iteration 7Q: 3 clusters Score -28295.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -28324.925781 Penalty: 1798.993652
	Iteration 8Q: 3 clusters Score -28324.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -28351.541016 Penalty: 1798.993652
	Iteration 9Q: 3 clusters Score -28351.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -28394.185547 Penalty: 1798.993652
	Iteration 10Q: 3 clusters Score -28394.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -28413.253906 Penalty: 1798.993652
	Iteration 11Q: 3 clusters Score -28413.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -28425.810547 Penalty: 1798.993652
	Iteration 12Q: 3 clusters Score -28425.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -28436.970703 Penalty: 1798.993652
	Iteration 13Q: 3 clusters Score -28436.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -28443.439453 Penalty: 1798.993652
	Iteration 14Q: 3 clusters Score -28443.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -28449.746094 Penalty: 1798.993652
	Iteration 15Q: 3 clusters Score -28449.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -28449.746094 Penalty: 1798.993652
	Iteration 16F: 3 clusters Score -28449.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 74932 members 
Mstep: Class 2 contains 41373 members 
Mstep: Class 3 contains 7496 members 
Mstep: Class 4 contains 2651 members 
Mstep: Class 5 contains 67684 members 
Mstep: Class 6 contains 46633 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 5401 members 
Mstep: Class 9 contains 8262 members 
Mstep: Class 10 contains 9893 members 
Mstep: Class 11 contains 9285 members 
Mstep: Class 12 contains 2854 members 
Mstep: Class 13 contains 10786 members 
Mstep: Class 14 contains 1594 members 
Mstep: Class 15 contains 11710 members 
Mstep: Class 16 contains 190 members 
Mstep: Class 17 contains 24827 members 
Mstep: Class 18 contains 24233 members 
Mstep: Class 19 contains 7771 members 
Mstep: Class 20 contains 35687 members 
Mstep: Class 21 contains 8981 members 
Mstep: Class 22 contains 6429 members 
Mstep: Class 23 contains 22169 members 
Mstep: Class 24 contains 6263 members 
Mstep: Class 25 contains 16226 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 58289 members 
Mstep: Class 28 contains 4802 members 
Mstep: Class 29 contains 138 members 
Mstep: Class 30 contains 35071 members 
Mstep: Class 31 contains 21742 members 
Mstep: Class 32 contains 242 members 
Mstep: Class 33 contains 83754 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 436 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 284 members 
Entering Unmasked Estep 
Score: -80992768.000000 Penalty: 77823.304688
Splitting cluster 29 changes total score from -80993672.000000 to -80992768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (35071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35071 members 
Entering Unmasked Estep 
Score: -4435103.500000 Penalty: 1557.211304
	Iteration 0F: 2 clusters Score -4435104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -4412145.500000 Penalty: 3114.422607
	Iteration 0F: 3 clusters Score -4412146 nChanged 15932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -4420922.500000 Penalty: 3114.422607
	Iteration 1F: 3 clusters Score -4420922 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -4421489.000000 Penalty: 3114.422607
	Iteration 2Q: 3 clusters Score -4421489 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -4422040.000000 Penalty: 3114.422607
	Iteration 3Q: 3 clusters Score -4422040 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20621 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -4422679.500000 Penalty: 3114.422607
	Iteration 4Q: 3 clusters Score -4422680 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -4423469.000000 Penalty: 3114.422607
	Iteration 5Q: 3 clusters Score -4423469 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -4424521.500000 Penalty: 3114.422607
	Iteration 6F: 3 clusters Score -4424522 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25938 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -4425999.000000 Penalty: 3114.422607
	Iteration 7F: 3 clusters Score -4425999 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28333 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -4427876.500000 Penalty: 3114.422607
	Iteration 8F: 3 clusters Score -4427876 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30689 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -4429907.000000 Penalty: 3114.422607
	Iteration 9F: 3 clusters Score -4429907 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32631 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -4431673.500000 Penalty: 3114.422607
	Iteration 10F: 3 clusters Score -4431674 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33821 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -4432811.500000 Penalty: 3114.422607
	Iteration 11Q: 3 clusters Score -4432812 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34366 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -4433314.500000 Penalty: 3114.422607
	Iteration 12Q: 3 clusters Score -4433314 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34616 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -4433578.000000 Penalty: 3114.422607
	Iteration 13Q: 3 clusters Score -4433578 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34728 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -4433715.500000 Penalty: 3114.422607
	Iteration 14Q: 3 clusters Score -4433716 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34766 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -4433785.500000 Penalty: 3114.422607
	Iteration 15Q: 3 clusters Score -4433786 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34788 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -4433830.500000 Penalty: 3114.422607
	Iteration 16Q: 3 clusters Score -4433830 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34798 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -4433845.000000 Penalty: 3114.422607
	Iteration 17Q: 3 clusters Score -4433845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34800 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -4433849.000000 Penalty: 3114.422607
	Iteration 18Q: 3 clusters Score -4433849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34803 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -4433858.000000 Penalty: 3114.422607
	Iteration 19Q: 3 clusters Score -4433858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34806 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -4433867.500000 Penalty: 3114.422607
	Iteration 20F: 3 clusters Score -4433868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34809 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -4433873.500000 Penalty: 3114.422607
	Iteration 21Q: 3 clusters Score -4433874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34812 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -4433881.500000 Penalty: 3114.422607
	Iteration 22Q: 3 clusters Score -4433882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34815 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -4433884.000000 Penalty: 3114.422607
	Iteration 23Q: 3 clusters Score -4433884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34816 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -4433890.500000 Penalty: 3114.422607
	Iteration 24Q: 3 clusters Score -4433890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34818 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -4433889.500000 Penalty: 3114.422607
	Iteration 25Q: 3 clusters Score -4433890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34816 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -4433891.000000 Penalty: 3114.422607
	Iteration 26Q: 3 clusters Score -4433891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34816 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -4433891.000000 Penalty: 3114.422607
	Iteration 27F: 3 clusters Score -4433891 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (21742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21742 members 
Entering Unmasked Estep 
Score: -2763884.500000 Penalty: 1486.065796
	Iteration 0F: 2 clusters Score -2763884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -2749737.250000 Penalty: 2972.131592
	Iteration 0F: 3 clusters Score -2749737 nChanged 9573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -2754922.000000 Penalty: 2972.131592
	Iteration 1F: 3 clusters Score -2754922 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -2755453.250000 Penalty: 2972.131592
	Iteration 2F: 3 clusters Score -2755453 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -2756026.750000 Penalty: 2972.131592
	Iteration 3F: 3 clusters Score -2756027 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -2756593.500000 Penalty: 2972.131592
	Iteration 4F: 3 clusters Score -2756594 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -2757144.500000 Penalty: 2972.131592
	Iteration 5F: 3 clusters Score -2757144 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -2757672.250000 Penalty: 2972.131592
	Iteration 6F: 3 clusters Score -2757672 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -2758186.750000 Penalty: 2972.131592
	Iteration 7Q: 3 clusters Score -2758187 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -2758638.250000 Penalty: 2972.131592
	Iteration 8Q: 3 clusters Score -2758638 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -2759057.500000 Penalty: 2972.131592
	Iteration 9Q: 3 clusters Score -2759058 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -2759460.250000 Penalty: 2972.131592
	Iteration 10Q: 3 clusters Score -2759460 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -2759887.250000 Penalty: 2972.131592
	Iteration 11Q: 3 clusters Score -2759887 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -2760355.750000 Penalty: 2972.131592
	Iteration 12Q: 3 clusters Score -2760356 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -2760844.750000 Penalty: 2972.131592
	Iteration 13Q: 3 clusters Score -2760845 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -2761325.000000 Penalty: 2972.131592
	Iteration 14Q: 3 clusters Score -2761325 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -2761708.250000 Penalty: 2972.131592
	Iteration 15Q: 3 clusters Score -2761708 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20389 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2761991.250000 Penalty: 2972.131592
	Iteration 16Q: 3 clusters Score -2761991 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2762186.000000 Penalty: 2972.131592
	Iteration 17Q: 3 clusters Score -2762186 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2762317.750000 Penalty: 2972.131592
	Iteration 18Q: 3 clusters Score -2762318 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2762403.750000 Penalty: 2972.131592
	Iteration 19Q: 3 clusters Score -2762404 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2762475.500000 Penalty: 2972.131592
	Iteration 20F: 3 clusters Score -2762476 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2762529.250000 Penalty: 2972.131592
	Iteration 21Q: 3 clusters Score -2762529 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -2762565.500000 Penalty: 2972.131592
	Iteration 22Q: 3 clusters Score -2762566 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21162 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -2762603.250000 Penalty: 2972.131592
	Iteration 23Q: 3 clusters Score -2762603 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21187 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2762608.250000 Penalty: 2972.131592
	Iteration 24Q: 3 clusters Score -2762608 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2762625.000000 Penalty: 2972.131592
	Iteration 25Q: 3 clusters Score -2762625 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2762641.250000 Penalty: 2972.131592
	Iteration 26Q: 3 clusters Score -2762641 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21248 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2762660.250000 Penalty: 2972.131592
	Iteration 27Q: 3 clusters Score -2762660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2762673.000000 Penalty: 2972.131592
	Iteration 28Q: 3 clusters Score -2762673 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -2762682.000000 Penalty: 2972.131592
	Iteration 29Q: 3 clusters Score -2762682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2762700.000000 Penalty: 2972.131592
	Iteration 30Q: 3 clusters Score -2762700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21287 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2762708.000000 Penalty: 2972.131592
	Iteration 31Q: 3 clusters Score -2762708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2762712.500000 Penalty: 2972.131592
	Iteration 32Q: 3 clusters Score -2762712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2762719.000000 Penalty: 2972.131592
	Iteration 33Q: 3 clusters Score -2762719 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21304 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2762724.000000 Penalty: 2972.131592
	Iteration 34Q: 3 clusters Score -2762724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2762730.250000 Penalty: 2972.131592
	Iteration 35Q: 3 clusters Score -2762730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2762730.250000 Penalty: 2972.131592
	Iteration 36Q: 3 clusters Score -2762730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2762729.000000 Penalty: 2972.131592
	Iteration 37Q: 3 clusters Score -2762729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21311 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2762727.750000 Penalty: 2972.131592
	Iteration 38Q: 3 clusters Score -2762728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21311 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2762727.750000 Penalty: 2972.131592
	Iteration 39F: 3 clusters Score -2762728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Entering Unmasked Estep 
Score: -21745.769531 Penalty: 816.753967
	Iteration 0F: 2 clusters Score -21745.77 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 108 members 
Entering Unmasked Estep 
Score: -21126.017578 Penalty: 1633.507935
	Iteration 0F: 3 clusters Score -21126.02 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -21278.466797 Penalty: 1633.507935
	Iteration 1F: 3 clusters Score -21278.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -21317.376953 Penalty: 1633.507935
	Iteration 2Q: 3 clusters Score -21317.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -21345.671875 Penalty: 1633.507935
	Iteration 3Q: 3 clusters Score -21345.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -21354.945312 Penalty: 1633.507935
	Iteration 4Q: 3 clusters Score -21354.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -21357.337891 Penalty: 1633.507935
	Iteration 5Q: 3 clusters Score -21357.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -21357.337891 Penalty: 1633.507935
	Iteration 6F: 3 clusters Score -21357.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (83754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83754 members 
Entering Unmasked Estep 
Score: -10609470.000000 Penalty: 1686.743164
	Iteration 0F: 2 clusters Score -1.060947e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41983 members 
Mstep: Class 2 contains 41771 members 
Entering Unmasked Estep 
Score: -10563360.000000 Penalty: 3373.486328
	Iteration 0F: 3 clusters Score -1.056336e+07 nChanged 39589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44258 members 
Mstep: Class 2 contains 39496 members 
Entering Unmasked Estep 
Score: -10585993.000000 Penalty: 3373.486328
	Iteration 1F: 3 clusters Score -1.058599e+07 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45713 members 
Mstep: Class 2 contains 38041 members 
Entering Unmasked Estep 
Score: -10586788.000000 Penalty: 3373.486328
	Iteration 2Q: 3 clusters Score -1.058679e+07 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47692 members 
Mstep: Class 2 contains 36062 members 
Entering Unmasked Estep 
Score: -10587688.000000 Penalty: 3373.486328
	Iteration 3Q: 3 clusters Score -1.058769e+07 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50305 members 
Mstep: Class 2 contains 33449 members 
Entering Unmasked Estep 
Score: -10588742.000000 Penalty: 3373.486328
	Iteration 4Q: 3 clusters Score -1.058874e+07 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53606 members 
Mstep: Class 2 contains 30148 members 
Entering Unmasked Estep 
Score: -10590057.000000 Penalty: 3373.486328
	Iteration 5F: 3 clusters Score -1.059006e+07 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57455 members 
Mstep: Class 2 contains 26299 members 
Entering Unmasked Estep 
Score: -10591910.000000 Penalty: 3373.486328
	Iteration 6F: 3 clusters Score -1.059191e+07 nChanged 4946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61717 members 
Mstep: Class 2 contains 22037 members 
Entering Unmasked Estep 
Score: -10594284.000000 Penalty: 3373.486328
	Iteration 7F: 3 clusters Score -1.059428e+07 nChanged 4774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65899 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -10597161.000000 Penalty: 3373.486328
	Iteration 8F: 3 clusters Score -1.059716e+07 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69431 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -10600056.000000 Penalty: 3373.486328
	Iteration 9F: 3 clusters Score -1.060006e+07 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71892 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -10602039.000000 Penalty: 3373.486328
	Iteration 10Q: 3 clusters Score -1.060204e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73432 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -10603272.000000 Penalty: 3373.486328
	Iteration 11Q: 3 clusters Score -1.060327e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74366 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -10604035.000000 Penalty: 3373.486328
	Iteration 12Q: 3 clusters Score -1.060404e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75037 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -10604590.000000 Penalty: 3373.486328
	Iteration 13Q: 3 clusters Score -1.060459e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75595 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -10605002.000000 Penalty: 3373.486328
	Iteration 14Q: 3 clusters Score -1.0605e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76094 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -10605286.000000 Penalty: 3373.486328
	Iteration 15Q: 3 clusters Score -1.060529e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76538 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -10605510.000000 Penalty: 3373.486328
	Iteration 16Q: 3 clusters Score -1.060551e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76978 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -10605798.000000 Penalty: 3373.486328
	Iteration 17Q: 3 clusters Score -1.06058e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77403 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -10605982.000000 Penalty: 3373.486328
	Iteration 18Q: 3 clusters Score -1.060598e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77788 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -10606158.000000 Penalty: 3373.486328
	Iteration 19Q: 3 clusters Score -1.060616e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78150 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -10606300.000000 Penalty: 3373.486328
	Iteration 20F: 3 clusters Score -1.06063e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78514 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -10606464.000000 Penalty: 3373.486328
	Iteration 21Q: 3 clusters Score -1.060646e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78859 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -10606601.000000 Penalty: 3373.486328
	Iteration 22Q: 3 clusters Score -1.06066e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79170 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -10606740.000000 Penalty: 3373.486328
	Iteration 23Q: 3 clusters Score -1.060674e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79448 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -10606841.000000 Penalty: 3373.486328
	Iteration 24Q: 3 clusters Score -1.060684e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79684 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -10606966.000000 Penalty: 3373.486328
	Iteration 25Q: 3 clusters Score -1.060697e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79937 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -10607068.000000 Penalty: 3373.486328
	Iteration 26Q: 3 clusters Score -1.060707e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80178 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -10607180.000000 Penalty: 3373.486328
	Iteration 27Q: 3 clusters Score -1.060718e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80447 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -10607310.000000 Penalty: 3373.486328
	Iteration 28Q: 3 clusters Score -1.060731e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80694 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -10607424.000000 Penalty: 3373.486328
	Iteration 29Q: 3 clusters Score -1.060742e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80907 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -10607519.000000 Penalty: 3373.486328
	Iteration 30Q: 3 clusters Score -1.060752e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81093 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -10607583.000000 Penalty: 3373.486328
	Iteration 31Q: 3 clusters Score -1.060758e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81274 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -10607672.000000 Penalty: 3373.486328
	Iteration 32Q: 3 clusters Score -1.060767e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81438 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -10607761.000000 Penalty: 3373.486328
	Iteration 33Q: 3 clusters Score -1.060776e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81617 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -10607805.000000 Penalty: 3373.486328
	Iteration 34Q: 3 clusters Score -1.06078e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81750 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -10607848.000000 Penalty: 3373.486328
	Iteration 35Q: 3 clusters Score -1.060785e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81840 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -10607900.000000 Penalty: 3373.486328
	Iteration 36Q: 3 clusters Score -1.06079e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81928 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -10607921.000000 Penalty: 3373.486328
	Iteration 37Q: 3 clusters Score -1.060792e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82008 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -10607936.000000 Penalty: 3373.486328
	Iteration 38Q: 3 clusters Score -1.060794e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82074 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -10607987.000000 Penalty: 3373.486328
	Iteration 39Q: 3 clusters Score -1.060799e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82139 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -10608009.000000 Penalty: 3373.486328
	Iteration 40F: 3 clusters Score -1.060801e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82201 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -10608015.000000 Penalty: 3373.486328
	Iteration 41Q: 3 clusters Score -1.060802e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82250 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -10608052.000000 Penalty: 3373.486328
	Iteration 42Q: 3 clusters Score -1.060805e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82304 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -10608079.000000 Penalty: 3373.486328
	Iteration 43Q: 3 clusters Score -1.060808e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82355 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -10608114.000000 Penalty: 3373.486328
	Iteration 44Q: 3 clusters Score -1.060811e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82389 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -10608140.000000 Penalty: 3373.486328
	Iteration 45Q: 3 clusters Score -1.060814e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82420 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -10608149.000000 Penalty: 3373.486328
	Iteration 46Q: 3 clusters Score -1.060815e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82454 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -10608153.000000 Penalty: 3373.486328
	Iteration 47Q: 3 clusters Score -1.060815e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82478 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -10608173.000000 Penalty: 3373.486328
	Iteration 48Q: 3 clusters Score -1.060817e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82501 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -10608183.000000 Penalty: 3373.486328
	Iteration 49Q: 3 clusters Score -1.060818e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82515 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -10608193.000000 Penalty: 3373.486328
	Iteration 50Q: 3 clusters Score -1.060819e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82525 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -10608194.000000 Penalty: 3373.486328
	Iteration 51Q: 3 clusters Score -1.060819e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82538 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -10608202.000000 Penalty: 3373.486328
	Iteration 52Q: 3 clusters Score -1.06082e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82557 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -10608216.000000 Penalty: 3373.486328
	Iteration 53Q: 3 clusters Score -1.060822e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82568 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -10608218.000000 Penalty: 3373.486328
	Iteration 54Q: 3 clusters Score -1.060822e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82580 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -10608225.000000 Penalty: 3373.486328
	Iteration 55Q: 3 clusters Score -1.060822e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82592 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -10608224.000000 Penalty: 3373.486328
	Iteration 56Q: 3 clusters Score -1.060822e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82596 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -10608233.000000 Penalty: 3373.486328
	Iteration 57Q: 3 clusters Score -1.060823e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82607 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -10608246.000000 Penalty: 3373.486328
	Iteration 58Q: 3 clusters Score -1.060825e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82614 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -10608251.000000 Penalty: 3373.486328
	Iteration 59Q: 3 clusters Score -1.060825e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82618 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -10608263.000000 Penalty: 3373.486328
	Iteration 60F: 3 clusters Score -1.060826e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82626 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -10608278.000000 Penalty: 3373.486328
	Iteration 61Q: 3 clusters Score -1.060828e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82629 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -10608267.000000 Penalty: 3373.486328
	Iteration 62Q: 3 clusters Score -1.060827e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82630 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -10608264.000000 Penalty: 3373.486328
	Iteration 63Q: 3 clusters Score -1.060826e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82628 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -10608279.000000 Penalty: 3373.486328
	Iteration 64Q: 3 clusters Score -1.060828e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82628 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -10608287.000000 Penalty: 3373.486328
	Iteration 65Q: 3 clusters Score -1.060829e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82628 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -10608287.000000 Penalty: 3373.486328
	Iteration 66Q: 3 clusters Score -1.060829e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82630 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -10608295.000000 Penalty: 3373.486328
	Iteration 67Q: 3 clusters Score -1.06083e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82630 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -10608302.000000 Penalty: 3373.486328
	Iteration 68Q: 3 clusters Score -1.06083e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82635 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -10608312.000000 Penalty: 3373.486328
	Iteration 69Q: 3 clusters Score -1.060831e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82637 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -10608324.000000 Penalty: 3373.486328
	Iteration 70Q: 3 clusters Score -1.060832e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82646 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -10608321.000000 Penalty: 3373.486328
	Iteration 71Q: 3 clusters Score -1.060832e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82650 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -10608313.000000 Penalty: 3373.486328
	Iteration 72Q: 3 clusters Score -1.060831e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82658 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -10608319.000000 Penalty: 3373.486328
	Iteration 73Q: 3 clusters Score -1.060832e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82662 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -10608327.000000 Penalty: 3373.486328
	Iteration 74Q: 3 clusters Score -1.060833e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82664 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -10608317.000000 Penalty: 3373.486328
	Iteration 75Q: 3 clusters Score -1.060832e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82666 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -10608330.000000 Penalty: 3373.486328
	Iteration 76Q: 3 clusters Score -1.060833e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82664 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -10608322.000000 Penalty: 3373.486328
	Iteration 77Q: 3 clusters Score -1.060832e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82663 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -10608324.000000 Penalty: 3373.486328
	Iteration 78Q: 3 clusters Score -1.060832e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82663 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -10608324.000000 Penalty: 3373.486328
	Iteration 79F: 3 clusters Score -1.060832e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Entering Unmasked Estep 
Score: -24259.691406 Penalty: 846.221985
	Iteration 0F: 2 clusters Score -24259.69 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 150 members 
Entering Unmasked Estep 
Score: -23642.218750 Penalty: 1692.443970
	Iteration 0F: 3 clusters Score -23642.22 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -23844.875000 Penalty: 1692.443970
	Iteration 1F: 3 clusters Score -23844.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -23961.556641 Penalty: 1692.443970
	Iteration 2F: 3 clusters Score -23961.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -24063.238281 Penalty: 1692.443970
	Iteration 3Q: 3 clusters Score -24063.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -24134.542969 Penalty: 1692.443970
	Iteration 4Q: 3 clusters Score -24134.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -24215.933594 Penalty: 1692.443970
	Iteration 5Q: 3 clusters Score -24215.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -24395.029297 Penalty: 1692.443970
	Iteration 6Q: 3 clusters Score -24395.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -24412.689453 Penalty: 1692.443970
	Iteration 7Q: 3 clusters Score -24412.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -24412.689453 Penalty: 1692.443970
	Iteration 8F: 3 clusters Score -24412.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 74932 members 
Mstep: Class 2 contains 41373 members 
Mstep: Class 3 contains 7496 members 
Mstep: Class 4 contains 2651 members 
Mstep: Class 5 contains 67684 members 
Mstep: Class 6 contains 46633 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 5401 members 
Mstep: Class 9 contains 8262 members 
Mstep: Class 10 contains 9893 members 
Mstep: Class 11 contains 9285 members 
Mstep: Class 12 contains 2854 members 
Mstep: Class 13 contains 10786 members 
Mstep: Class 14 contains 1594 members 
Mstep: Class 15 contains 11710 members 
Mstep: Class 16 contains 190 members 
Mstep: Class 17 contains 24827 members 
Mstep: Class 18 contains 24233 members 
Mstep: Class 19 contains 7771 members 
Mstep: Class 20 contains 35687 members 
Mstep: Class 21 contains 8981 members 
Mstep: Class 22 contains 6429 members 
Mstep: Class 23 contains 22169 members 
Mstep: Class 24 contains 6263 members 
Mstep: Class 25 contains 16226 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 58289 members 
Mstep: Class 28 contains 4802 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35071 members 
Mstep: Class 31 contains 21742 members 
Mstep: Class 32 contains 242 members 
Mstep: Class 33 contains 83754 members 
Mstep: Class 34 contains 113 members 
Mstep: Class 35 contains 436 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 182 members 
Entering Unmasked Estep 
Score: -80992760.000000 Penalty: 77823.304688
Splitting cluster 34 changes total score from -80993672.000000 to -80992760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Entering Unmasked Estep 
Score: -48332.152344 Penalty: 904.353210
	Iteration 0F: 2 clusters Score -48332.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -47496.347656 Penalty: 1808.706421
	Iteration 0F: 3 clusters Score -47496.35 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -47649.121094 Penalty: 1808.706421
	Iteration 1F: 3 clusters Score -47649.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -47741.890625 Penalty: 1808.706421
	Iteration 2Q: 3 clusters Score -47741.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -47816.527344 Penalty: 1808.706421
	Iteration 3Q: 3 clusters Score -47816.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -47848.742188 Penalty: 1808.706421
	Iteration 4Q: 3 clusters Score -47848.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -47860.074219 Penalty: 1808.706421
	Iteration 5Q: 3 clusters Score -47860.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -47885.710938 Penalty: 1808.706421
	Iteration 6Q: 3 clusters Score -47885.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -47907.960938 Penalty: 1808.706421
	Iteration 7Q: 3 clusters Score -47907.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -47916.562500 Penalty: 1808.706421
	Iteration 8Q: 3 clusters Score -47916.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -47923.761719 Penalty: 1808.706421
	Iteration 9Q: 3 clusters Score -47923.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -47933.070312 Penalty: 1808.706421
	Iteration 10Q: 3 clusters Score -47933.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -47946.019531 Penalty: 1808.706421
	Iteration 11Q: 3 clusters Score -47946.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -47954.351562 Penalty: 1808.706421
	Iteration 12Q: 3 clusters Score -47954.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -47955.492188 Penalty: 1808.706421
	Iteration 13Q: 3 clusters Score -47955.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -47957.523438 Penalty: 1808.706421
	Iteration 14Q: 3 clusters Score -47957.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -47960.394531 Penalty: 1808.706421
	Iteration 15Q: 3 clusters Score -47960.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -47960.394531 Penalty: 1808.706421
	Iteration 16F: 3 clusters Score -47960.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Entering Unmasked Estep 
Score: -14633.545898 Penalty: 803.918457
	Iteration 0F: 2 clusters Score -14633.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -14138.250000 Penalty: 1607.836914
	Iteration 0F: 3 clusters Score -14138.25 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -14359.996094 Penalty: 1607.836914
	Iteration 1F: 3 clusters Score -14360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -14448.793945 Penalty: 1607.836914
	Iteration 2F: 3 clusters Score -14448.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -14456.927734 Penalty: 1607.836914
	Iteration 3Q: 3 clusters Score -14456.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -14466.602539 Penalty: 1607.836914
	Iteration 4Q: 3 clusters Score -14466.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -14469.746094 Penalty: 1607.836914
	Iteration 5Q: 3 clusters Score -14469.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -14469.746094 Penalty: 1607.836914
	Iteration 6F: 3 clusters Score -14469.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Entering Unmasked Estep 
Score: -39030.957031 Penalty: 902.636902
	Iteration 0F: 2 clusters Score -39030.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -38206.902344 Penalty: 1805.273804
	Iteration 0F: 3 clusters Score -38206.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -38386.531250 Penalty: 1805.273804
	Iteration 1F: 3 clusters Score -38386.53 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -38481.269531 Penalty: 1805.273804
	Iteration 2F: 3 clusters Score -38481.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -38536.535156 Penalty: 1805.273804
	Iteration 3Q: 3 clusters Score -38536.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -38570.070312 Penalty: 1805.273804
	Iteration 4Q: 3 clusters Score -38570.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -38606.085938 Penalty: 1805.273804
	Iteration 5Q: 3 clusters Score -38606.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -38639.906250 Penalty: 1805.273804
	Iteration 6Q: 3 clusters Score -38639.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -38702.554688 Penalty: 1805.273804
	Iteration 7Q: 3 clusters Score -38702.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -38755.421875 Penalty: 1805.273804
	Iteration 8Q: 3 clusters Score -38755.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -38796.488281 Penalty: 1805.273804
	Iteration 9Q: 3 clusters Score -38796.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -38841.175781 Penalty: 1805.273804
	Iteration 10Q: 3 clusters Score -38841.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -38949.738281 Penalty: 1805.273804
	Iteration 11Q: 3 clusters Score -38949.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -39073.257812 Penalty: 1805.273804
	Iteration 12Q: 3 clusters Score -39073.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -39188.988281 Penalty: 1805.273804
	Iteration 13Q: 3 clusters Score -39188.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -39265.539062 Penalty: 1805.273804
	Iteration 14Q: 3 clusters Score -39265.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -39293.531250 Penalty: 1805.273804
	Iteration 15Q: 3 clusters Score -39293.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -39330.933594 Penalty: 1805.273804
	Iteration 16Q: 3 clusters Score -39330.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -39359.964844 Penalty: 1805.273804
	Iteration 17Q: 3 clusters Score -39359.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -39369.464844 Penalty: 1805.273804
	Iteration 18Q: 3 clusters Score -39369.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -39369.464844 Penalty: 1805.273804
	Iteration 19F: 3 clusters Score -39369.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 74932 members 
Mstep: Class 2 contains 41373 members 
Mstep: Class 3 contains 7496 members 
Mstep: Class 4 contains 2651 members 
Mstep: Class 5 contains 67684 members 
Mstep: Class 6 contains 46633 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 5401 members 
Mstep: Class 9 contains 8262 members 
Mstep: Class 10 contains 9893 members 
Mstep: Class 11 contains 9285 members 
Mstep: Class 12 contains 2854 members 
Mstep: Class 13 contains 10786 members 
Mstep: Class 14 contains 1594 members 
Mstep: Class 15 contains 11710 members 
Mstep: Class 16 contains 190 members 
Mstep: Class 17 contains 24827 members 
Mstep: Class 18 contains 24233 members 
Mstep: Class 19 contains 7771 members 
Mstep: Class 20 contains 35687 members 
Mstep: Class 21 contains 8981 members 
Mstep: Class 22 contains 6429 members 
Mstep: Class 23 contains 22169 members 
Mstep: Class 24 contains 6263 members 
Mstep: Class 25 contains 16226 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 58289 members 
Mstep: Class 28 contains 4802 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35071 members 
Mstep: Class 31 contains 21742 members 
Mstep: Class 32 contains 242 members 
Mstep: Class 33 contains 83754 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 436 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 172 members 
Mstep: Class 39 contains 220 members 
Entering Unmasked Estep 
Score: -80993040.000000 Penalty: 77823.304688
Splitting cluster 37 changes total score from -80993672.000000 to -80993040.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 74932 members 
Mstep: Class 2 contains 41373 members 
Mstep: Class 3 contains 7496 members 
Mstep: Class 4 contains 2651 members 
Mstep: Class 5 contains 67684 members 
Mstep: Class 6 contains 46633 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 5401 members 
Mstep: Class 9 contains 8262 members 
Mstep: Class 10 contains 9893 members 
Mstep: Class 11 contains 9285 members 
Mstep: Class 12 contains 2854 members 
Mstep: Class 13 contains 10786 members 
Mstep: Class 14 contains 1594 members 
Mstep: Class 15 contains 11710 members 
Mstep: Class 16 contains 190 members 
Mstep: Class 17 contains 24827 members 
Mstep: Class 18 contains 24233 members 
Mstep: Class 19 contains 7771 members 
Mstep: Class 20 contains 35687 members 
Mstep: Class 21 contains 8981 members 
Mstep: Class 22 contains 6429 members 
Mstep: Class 23 contains 22169 members 
Mstep: Class 24 contains 6263 members 
Mstep: Class 25 contains 16226 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 58289 members 
Mstep: Class 28 contains 4802 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35071 members 
Mstep: Class 31 contains 21742 members 
Mstep: Class 32 contains 242 members 
Mstep: Class 33 contains 83754 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 436 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993704.000000 Penalty: 75827.835938
Iteration 159Q: 39 clusters Score -8.09937e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 74898 members 
Mstep: Class 2 contains 41370 members 
Mstep: Class 3 contains 7538 members 
Mstep: Class 4 contains 2650 members 
Mstep: Class 5 contains 67683 members 
Mstep: Class 6 contains 46599 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 5402 members 
Mstep: Class 9 contains 8272 members 
Mstep: Class 10 contains 9888 members 
Mstep: Class 11 contains 9285 members 
Mstep: Class 12 contains 2854 members 
Mstep: Class 13 contains 10790 members 
Mstep: Class 14 contains 1599 members 
Mstep: Class 15 contains 11715 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24824 members 
Mstep: Class 18 contains 24232 members 
Mstep: Class 19 contains 7761 members 
Mstep: Class 20 contains 35684 members 
Mstep: Class 21 contains 8980 members 
Mstep: Class 22 contains 6426 members 
Mstep: Class 23 contains 22169 members 
Mstep: Class 24 contains 6251 members 
Mstep: Class 25 contains 16227 members 
Mstep: Class 26 contains 724 members 
Mstep: Class 27 contains 58310 members 
Mstep: Class 28 contains 4800 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35077 members 
Mstep: Class 31 contains 21742 members 
Mstep: Class 32 contains 244 members 
Mstep: Class 33 contains 83772 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 436 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993888.000000 Penalty: 75827.835938
Iteration 160F: 39 clusters Score -8.099389e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 74853 members 
Mstep: Class 2 contains 41369 members 
Mstep: Class 3 contains 7583 members 
Mstep: Class 4 contains 2647 members 
Mstep: Class 5 contains 67684 members 
Mstep: Class 6 contains 46570 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 5402 members 
Mstep: Class 9 contains 8271 members 
Mstep: Class 10 contains 9879 members 
Mstep: Class 11 contains 9285 members 
Mstep: Class 12 contains 2853 members 
Mstep: Class 13 contains 10793 members 
Mstep: Class 14 contains 1602 members 
Mstep: Class 15 contains 11718 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24824 members 
Mstep: Class 18 contains 24232 members 
Mstep: Class 19 contains 7755 members 
Mstep: Class 20 contains 35679 members 
Mstep: Class 21 contains 8979 members 
Mstep: Class 22 contains 6421 members 
Mstep: Class 23 contains 22168 members 
Mstep: Class 24 contains 6239 members 
Mstep: Class 25 contains 16228 members 
Mstep: Class 26 contains 724 members 
Mstep: Class 27 contains 58335 members 
Mstep: Class 28 contains 4801 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35083 members 
Mstep: Class 31 contains 21742 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 83803 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 436 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993864.000000 Penalty: 75827.835938
Iteration 161Q: 39 clusters Score -8.099386e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 74816 members 
Mstep: Class 2 contains 41365 members 
Mstep: Class 3 contains 7620 members 
Mstep: Class 4 contains 2644 members 
Mstep: Class 5 contains 67684 members 
Mstep: Class 6 contains 46562 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 5403 members 
Mstep: Class 9 contains 8273 members 
Mstep: Class 10 contains 9875 members 
Mstep: Class 11 contains 9285 members 
Mstep: Class 12 contains 2850 members 
Mstep: Class 13 contains 10796 members 
Mstep: Class 14 contains 1607 members 
Mstep: Class 15 contains 11721 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24827 members 
Mstep: Class 18 contains 24233 members 
Mstep: Class 19 contains 7744 members 
Mstep: Class 20 contains 35675 members 
Mstep: Class 21 contains 8979 members 
Mstep: Class 22 contains 6410 members 
Mstep: Class 23 contains 22169 members 
Mstep: Class 24 contains 6223 members 
Mstep: Class 25 contains 16227 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 58366 members 
Mstep: Class 28 contains 4801 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35084 members 
Mstep: Class 31 contains 21742 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 83817 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 436 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993864.000000 Penalty: 75827.835938
Iteration 162Q: 39 clusters Score -8.099386e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 74776 members 
Mstep: Class 2 contains 41364 members 
Mstep: Class 3 contains 7660 members 
Mstep: Class 4 contains 2644 members 
Mstep: Class 5 contains 67685 members 
Mstep: Class 6 contains 46542 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 5404 members 
Mstep: Class 9 contains 8278 members 
Mstep: Class 10 contains 9875 members 
Mstep: Class 11 contains 9285 members 
Mstep: Class 12 contains 2850 members 
Mstep: Class 13 contains 10801 members 
Mstep: Class 14 contains 1610 members 
Mstep: Class 15 contains 11727 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24831 members 
Mstep: Class 18 contains 24234 members 
Mstep: Class 19 contains 7731 members 
Mstep: Class 20 contains 35670 members 
Mstep: Class 21 contains 8980 members 
Mstep: Class 22 contains 6397 members 
Mstep: Class 23 contains 22169 members 
Mstep: Class 24 contains 6199 members 
Mstep: Class 25 contains 16230 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 58390 members 
Mstep: Class 28 contains 4802 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35086 members 
Mstep: Class 31 contains 21742 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 83836 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 436 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993728.000000 Penalty: 75827.835938
Iteration 163Q: 39 clusters Score -8.099373e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 74719 members 
Mstep: Class 2 contains 41372 members 
Mstep: Class 3 contains 7701 members 
Mstep: Class 4 contains 2643 members 
Mstep: Class 5 contains 67684 members 
Mstep: Class 6 contains 46512 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 5408 members 
Mstep: Class 9 contains 8284 members 
Mstep: Class 10 contains 9871 members 
Mstep: Class 11 contains 9285 members 
Mstep: Class 12 contains 2850 members 
Mstep: Class 13 contains 10807 members 
Mstep: Class 14 contains 1612 members 
Mstep: Class 15 contains 11733 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24832 members 
Mstep: Class 18 contains 24233 members 
Mstep: Class 19 contains 7726 members 
Mstep: Class 20 contains 35667 members 
Mstep: Class 21 contains 8980 members 
Mstep: Class 22 contains 6390 members 
Mstep: Class 23 contains 22168 members 
Mstep: Class 24 contains 6178 members 
Mstep: Class 25 contains 16235 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 58425 members 
Mstep: Class 28 contains 4803 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35087 members 
Mstep: Class 31 contains 21742 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 83850 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993616.000000 Penalty: 75827.835938
Iteration 164Q: 39 clusters Score -8.099362e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 74661 members 
Mstep: Class 2 contains 41366 members 
Mstep: Class 3 contains 7733 members 
Mstep: Class 4 contains 2643 members 
Mstep: Class 5 contains 67686 members 
Mstep: Class 6 contains 46489 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 5410 members 
Mstep: Class 9 contains 8290 members 
Mstep: Class 10 contains 9867 members 
Mstep: Class 11 contains 9285 members 
Mstep: Class 12 contains 2846 members 
Mstep: Class 13 contains 10817 members 
Mstep: Class 14 contains 1613 members 
Mstep: Class 15 contains 11738 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24832 members 
Mstep: Class 18 contains 24232 members 
Mstep: Class 19 contains 7723 members 
Mstep: Class 20 contains 35666 members 
Mstep: Class 21 contains 8979 members 
Mstep: Class 22 contains 6387 members 
Mstep: Class 23 contains 22168 members 
Mstep: Class 24 contains 6165 members 
Mstep: Class 25 contains 16239 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 58466 members 
Mstep: Class 28 contains 4803 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35086 members 
Mstep: Class 31 contains 21741 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 83866 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993656.000000 Penalty: 75827.835938
Iteration 165Q: 39 clusters Score -8.099366e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 74618 members 
Mstep: Class 2 contains 41369 members 
Mstep: Class 3 contains 7763 members 
Mstep: Class 4 contains 2644 members 
Mstep: Class 5 contains 67684 members 
Mstep: Class 6 contains 46475 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 5411 members 
Mstep: Class 9 contains 8294 members 
Mstep: Class 10 contains 9861 members 
Mstep: Class 11 contains 9285 members 
Mstep: Class 12 contains 2845 members 
Mstep: Class 13 contains 10818 members 
Mstep: Class 14 contains 1613 members 
Mstep: Class 15 contains 11740 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24832 members 
Mstep: Class 18 contains 24230 members 
Mstep: Class 19 contains 7715 members 
Mstep: Class 20 contains 35666 members 
Mstep: Class 21 contains 8980 members 
Mstep: Class 22 contains 6381 members 
Mstep: Class 23 contains 22168 members 
Mstep: Class 24 contains 6156 members 
Mstep: Class 25 contains 16243 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 58487 members 
Mstep: Class 28 contains 4800 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35085 members 
Mstep: Class 31 contains 21741 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 83893 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993768.000000 Penalty: 75827.835938
Iteration 166Q: 39 clusters Score -8.099377e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 74572 members 
Mstep: Class 2 contains 41370 members 
Mstep: Class 3 contains 7803 members 
Mstep: Class 4 contains 2645 members 
Mstep: Class 5 contains 67682 members 
Mstep: Class 6 contains 46441 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 5411 members 
Mstep: Class 9 contains 8294 members 
Mstep: Class 10 contains 9857 members 
Mstep: Class 11 contains 9285 members 
Mstep: Class 12 contains 2846 members 
Mstep: Class 13 contains 10820 members 
Mstep: Class 14 contains 1614 members 
Mstep: Class 15 contains 11745 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24833 members 
Mstep: Class 18 contains 24231 members 
Mstep: Class 19 contains 7705 members 
Mstep: Class 20 contains 35666 members 
Mstep: Class 21 contains 8980 members 
Mstep: Class 22 contains 6375 members 
Mstep: Class 23 contains 22168 members 
Mstep: Class 24 contains 6145 members 
Mstep: Class 25 contains 16243 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 58519 members 
Mstep: Class 28 contains 4800 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35087 members 
Mstep: Class 31 contains 21741 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 83919 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993824.000000 Penalty: 75827.835938
Iteration 167Q: 39 clusters Score -8.099382e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 74530 members 
Mstep: Class 2 contains 41375 members 
Mstep: Class 3 contains 7855 members 
Mstep: Class 4 contains 2644 members 
Mstep: Class 5 contains 67681 members 
Mstep: Class 6 contains 46390 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 5413 members 
Mstep: Class 9 contains 8295 members 
Mstep: Class 10 contains 9855 members 
Mstep: Class 11 contains 9285 members 
Mstep: Class 12 contains 2850 members 
Mstep: Class 13 contains 10820 members 
Mstep: Class 14 contains 1614 members 
Mstep: Class 15 contains 11750 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24833 members 
Mstep: Class 18 contains 24231 members 
Mstep: Class 19 contains 7689 members 
Mstep: Class 20 contains 35666 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 6368 members 
Mstep: Class 23 contains 22168 members 
Mstep: Class 24 contains 6135 members 
Mstep: Class 25 contains 16242 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 58540 members 
Mstep: Class 28 contains 4799 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35089 members 
Mstep: Class 31 contains 21741 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 83961 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993712.000000 Penalty: 75827.835938
Iteration 168Q: 39 clusters Score -8.099371e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 74496 members 
Mstep: Class 2 contains 41375 members 
Mstep: Class 3 contains 7895 members 
Mstep: Class 4 contains 2644 members 
Mstep: Class 5 contains 67680 members 
Mstep: Class 6 contains 46357 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 5414 members 
Mstep: Class 9 contains 8296 members 
Mstep: Class 10 contains 9855 members 
Mstep: Class 11 contains 9285 members 
Mstep: Class 12 contains 2852 members 
Mstep: Class 13 contains 10822 members 
Mstep: Class 14 contains 1614 members 
Mstep: Class 15 contains 11752 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24835 members 
Mstep: Class 18 contains 24232 members 
Mstep: Class 19 contains 7680 members 
Mstep: Class 20 contains 35667 members 
Mstep: Class 21 contains 8977 members 
Mstep: Class 22 contains 6357 members 
Mstep: Class 23 contains 22168 members 
Mstep: Class 24 contains 6124 members 
Mstep: Class 25 contains 16240 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 58543 members 
Mstep: Class 28 contains 4799 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35095 members 
Mstep: Class 31 contains 21741 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 84002 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993696.000000 Penalty: 75827.835938
Iteration 169Q: 39 clusters Score -8.09937e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 74463 members 
Mstep: Class 2 contains 41378 members 
Mstep: Class 3 contains 7946 members 
Mstep: Class 4 contains 2644 members 
Mstep: Class 5 contains 67680 members 
Mstep: Class 6 contains 46326 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 5417 members 
Mstep: Class 9 contains 8297 members 
Mstep: Class 10 contains 9856 members 
Mstep: Class 11 contains 9285 members 
Mstep: Class 12 contains 2852 members 
Mstep: Class 13 contains 10826 members 
Mstep: Class 14 contains 1615 members 
Mstep: Class 15 contains 11753 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24837 members 
Mstep: Class 18 contains 24232 members 
Mstep: Class 19 contains 7673 members 
Mstep: Class 20 contains 35666 members 
Mstep: Class 21 contains 8977 members 
Mstep: Class 22 contains 6350 members 
Mstep: Class 23 contains 22168 members 
Mstep: Class 24 contains 6118 members 
Mstep: Class 25 contains 16237 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 58554 members 
Mstep: Class 28 contains 4798 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35094 members 
Mstep: Class 31 contains 21740 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 84015 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993792.000000 Penalty: 75827.835938
Iteration 170Q: 39 clusters Score -8.099379e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 74418 members 
Mstep: Class 2 contains 41375 members 
Mstep: Class 3 contains 7987 members 
Mstep: Class 4 contains 2644 members 
Mstep: Class 5 contains 67680 members 
Mstep: Class 6 contains 46309 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 5420 members 
Mstep: Class 9 contains 8299 members 
Mstep: Class 10 contains 9852 members 
Mstep: Class 11 contains 9285 members 
Mstep: Class 12 contains 2853 members 
Mstep: Class 13 contains 10828 members 
Mstep: Class 14 contains 1616 members 
Mstep: Class 15 contains 11757 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24837 members 
Mstep: Class 18 contains 24232 members 
Mstep: Class 19 contains 7668 members 
Mstep: Class 20 contains 35662 members 
Mstep: Class 21 contains 8977 members 
Mstep: Class 22 contains 6343 members 
Mstep: Class 23 contains 22168 members 
Mstep: Class 24 contains 6112 members 
Mstep: Class 25 contains 16240 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 58585 members 
Mstep: Class 28 contains 4798 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35095 members 
Mstep: Class 31 contains 21740 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 84017 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993704.000000 Penalty: 75827.835938
Iteration 171Q: 39 clusters Score -8.09937e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 74372 members 
Mstep: Class 2 contains 41376 members 
Mstep: Class 3 contains 8026 members 
Mstep: Class 4 contains 2644 members 
Mstep: Class 5 contains 67681 members 
Mstep: Class 6 contains 46274 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 5422 members 
Mstep: Class 9 contains 8302 members 
Mstep: Class 10 contains 9851 members 
Mstep: Class 11 contains 9285 members 
Mstep: Class 12 contains 2853 members 
Mstep: Class 13 contains 10829 members 
Mstep: Class 14 contains 1617 members 
Mstep: Class 15 contains 11763 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24834 members 
Mstep: Class 18 contains 24231 members 
Mstep: Class 19 contains 7660 members 
Mstep: Class 20 contains 35659 members 
Mstep: Class 21 contains 8977 members 
Mstep: Class 22 contains 6340 members 
Mstep: Class 23 contains 22168 members 
Mstep: Class 24 contains 6110 members 
Mstep: Class 25 contains 16237 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 58619 members 
Mstep: Class 28 contains 4797 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35096 members 
Mstep: Class 31 contains 21740 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 84034 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993680.000000 Penalty: 75827.835938
Iteration 172Q: 39 clusters Score -8.099368e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 74334 members 
Mstep: Class 2 contains 41375 members 
Mstep: Class 3 contains 8055 members 
Mstep: Class 4 contains 2645 members 
Mstep: Class 5 contains 67681 members 
Mstep: Class 6 contains 46249 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 5424 members 
Mstep: Class 9 contains 8305 members 
Mstep: Class 10 contains 9846 members 
Mstep: Class 11 contains 9285 members 
Mstep: Class 12 contains 2853 members 
Mstep: Class 13 contains 10831 members 
Mstep: Class 14 contains 1620 members 
Mstep: Class 15 contains 11763 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24830 members 
Mstep: Class 18 contains 24230 members 
Mstep: Class 19 contains 7660 members 
Mstep: Class 20 contains 35658 members 
Mstep: Class 21 contains 8977 members 
Mstep: Class 22 contains 6340 members 
Mstep: Class 23 contains 22167 members 
Mstep: Class 24 contains 6106 members 
Mstep: Class 25 contains 16241 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 58653 members 
Mstep: Class 28 contains 4798 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35097 members 
Mstep: Class 31 contains 21740 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 84034 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993616.000000 Penalty: 75827.835938
Iteration 173Q: 39 clusters Score -8.099362e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 74286 members 
Mstep: Class 2 contains 41375 members 
Mstep: Class 3 contains 8084 members 
Mstep: Class 4 contains 2645 members 
Mstep: Class 5 contains 67682 members 
Mstep: Class 6 contains 46228 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 5427 members 
Mstep: Class 9 contains 8309 members 
Mstep: Class 10 contains 9842 members 
Mstep: Class 11 contains 9285 members 
Mstep: Class 12 contains 2853 members 
Mstep: Class 13 contains 10832 members 
Mstep: Class 14 contains 1621 members 
Mstep: Class 15 contains 11764 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24829 members 
Mstep: Class 18 contains 24229 members 
Mstep: Class 19 contains 7658 members 
Mstep: Class 20 contains 35658 members 
Mstep: Class 21 contains 8977 members 
Mstep: Class 22 contains 6338 members 
Mstep: Class 23 contains 22167 members 
Mstep: Class 24 contains 6106 members 
Mstep: Class 25 contains 16245 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 58679 members 
Mstep: Class 28 contains 4798 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35099 members 
Mstep: Class 31 contains 21740 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 84041 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993672.000000 Penalty: 75827.835938
Iteration 174Q: 39 clusters Score -8.099367e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 74239 members 
Mstep: Class 2 contains 41373 members 
Mstep: Class 3 contains 8115 members 
Mstep: Class 4 contains 2645 members 
Mstep: Class 5 contains 67682 members 
Mstep: Class 6 contains 46201 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 5428 members 
Mstep: Class 9 contains 8313 members 
Mstep: Class 10 contains 9839 members 
Mstep: Class 11 contains 9285 members 
Mstep: Class 12 contains 2853 members 
Mstep: Class 13 contains 10834 members 
Mstep: Class 14 contains 1621 members 
Mstep: Class 15 contains 11764 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24827 members 
Mstep: Class 18 contains 24228 members 
Mstep: Class 19 contains 7654 members 
Mstep: Class 20 contains 35658 members 
Mstep: Class 21 contains 8976 members 
Mstep: Class 22 contains 6329 members 
Mstep: Class 23 contains 22167 members 
Mstep: Class 24 contains 6101 members 
Mstep: Class 25 contains 16254 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 58713 members 
Mstep: Class 28 contains 4800 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35101 members 
Mstep: Class 31 contains 21740 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 84057 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993824.000000 Penalty: 75827.835938
Iteration 175Q: 39 clusters Score -8.099382e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 74211 members 
Mstep: Class 2 contains 41372 members 
Mstep: Class 3 contains 8163 members 
Mstep: Class 4 contains 2645 members 
Mstep: Class 5 contains 67683 members 
Mstep: Class 6 contains 46170 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 5428 members 
Mstep: Class 9 contains 8320 members 
Mstep: Class 10 contains 9838 members 
Mstep: Class 11 contains 9285 members 
Mstep: Class 12 contains 2853 members 
Mstep: Class 13 contains 10833 members 
Mstep: Class 14 contains 1622 members 
Mstep: Class 15 contains 11765 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24825 members 
Mstep: Class 18 contains 24229 members 
Mstep: Class 19 contains 7647 members 
Mstep: Class 20 contains 35658 members 
Mstep: Class 21 contains 8977 members 
Mstep: Class 22 contains 6321 members 
Mstep: Class 23 contains 22167 members 
Mstep: Class 24 contains 6102 members 
Mstep: Class 25 contains 16254 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 58721 members 
Mstep: Class 28 contains 4801 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35097 members 
Mstep: Class 31 contains 21740 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 84070 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993840.000000 Penalty: 75827.835938
Iteration 176Q: 39 clusters Score -8.099384e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 74208 members 
Mstep: Class 2 contains 41371 members 
Mstep: Class 3 contains 8213 members 
Mstep: Class 4 contains 2645 members 
Mstep: Class 5 contains 67682 members 
Mstep: Class 6 contains 46129 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 5430 members 
Mstep: Class 9 contains 8322 members 
Mstep: Class 10 contains 9839 members 
Mstep: Class 11 contains 9285 members 
Mstep: Class 12 contains 2853 members 
Mstep: Class 13 contains 10832 members 
Mstep: Class 14 contains 1624 members 
Mstep: Class 15 contains 11766 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24818 members 
Mstep: Class 18 contains 24231 members 
Mstep: Class 19 contains 7644 members 
Mstep: Class 20 contains 35658 members 
Mstep: Class 21 contains 8977 members 
Mstep: Class 22 contains 6313 members 
Mstep: Class 23 contains 22167 members 
Mstep: Class 24 contains 6104 members 
Mstep: Class 25 contains 16251 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 58733 members 
Mstep: Class 28 contains 4801 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35095 members 
Mstep: Class 31 contains 21740 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 84066 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993824.000000 Penalty: 75827.835938
Iteration 177Q: 39 clusters Score -8.099382e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 74194 members 
Mstep: Class 2 contains 41364 members 
Mstep: Class 3 contains 8254 members 
Mstep: Class 4 contains 2644 members 
Mstep: Class 5 contains 67681 members 
Mstep: Class 6 contains 46093 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 5432 members 
Mstep: Class 9 contains 8322 members 
Mstep: Class 10 contains 9838 members 
Mstep: Class 11 contains 9285 members 
Mstep: Class 12 contains 2852 members 
Mstep: Class 13 contains 10833 members 
Mstep: Class 14 contains 1626 members 
Mstep: Class 15 contains 11765 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24814 members 
Mstep: Class 18 contains 24234 members 
Mstep: Class 19 contains 7635 members 
Mstep: Class 20 contains 35659 members 
Mstep: Class 21 contains 8977 members 
Mstep: Class 22 contains 6311 members 
Mstep: Class 23 contains 22167 members 
Mstep: Class 24 contains 6107 members 
Mstep: Class 25 contains 16251 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 58752 members 
Mstep: Class 28 contains 4801 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35093 members 
Mstep: Class 31 contains 21740 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 84073 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993856.000000 Penalty: 75827.835938
Iteration 178Q: 39 clusters Score -8.099386e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 74173 members 
Mstep: Class 2 contains 41358 members 
Mstep: Class 3 contains 8289 members 
Mstep: Class 4 contains 2642 members 
Mstep: Class 5 contains 67679 members 
Mstep: Class 6 contains 46065 members 
Mstep: Class 7 contains 6971 members 
Mstep: Class 8 contains 5434 members 
Mstep: Class 9 contains 8321 members 
Mstep: Class 10 contains 9837 members 
Mstep: Class 11 contains 9285 members 
Mstep: Class 12 contains 2852 members 
Mstep: Class 13 contains 10834 members 
Mstep: Class 14 contains 1626 members 
Mstep: Class 15 contains 11766 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24817 members 
Mstep: Class 18 contains 24234 members 
Mstep: Class 19 contains 7622 members 
Mstep: Class 20 contains 35660 members 
Mstep: Class 21 contains 8977 members 
Mstep: Class 22 contains 6308 members 
Mstep: Class 23 contains 22167 members 
Mstep: Class 24 contains 6108 members 
Mstep: Class 25 contains 16251 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 58771 members 
Mstep: Class 28 contains 4802 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35095 members 
Mstep: Class 31 contains 21740 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 84083 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993776.000000 Penalty: 75827.835938
Iteration 179Q: 39 clusters Score -8.099378e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 74155 members 
Mstep: Class 2 contains 41356 members 
Mstep: Class 3 contains 8319 members 
Mstep: Class 4 contains 2641 members 
Mstep: Class 5 contains 67678 members 
Mstep: Class 6 contains 46039 members 
Mstep: Class 7 contains 6971 members 
Mstep: Class 8 contains 5434 members 
Mstep: Class 9 contains 8321 members 
Mstep: Class 10 contains 9835 members 
Mstep: Class 11 contains 9285 members 
Mstep: Class 12 contains 2852 members 
Mstep: Class 13 contains 10837 members 
Mstep: Class 14 contains 1626 members 
Mstep: Class 15 contains 11764 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24814 members 
Mstep: Class 18 contains 24235 members 
Mstep: Class 19 contains 7615 members 
Mstep: Class 20 contains 35662 members 
Mstep: Class 21 contains 8977 members 
Mstep: Class 22 contains 6306 members 
Mstep: Class 23 contains 22167 members 
Mstep: Class 24 contains 6106 members 
Mstep: Class 25 contains 16248 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 58794 members 
Mstep: Class 28 contains 4802 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35095 members 
Mstep: Class 31 contains 21740 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 84093 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993880.000000 Penalty: 75827.835938
Iteration 180F: 39 clusters Score -8.099388e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 74138 members 
Mstep: Class 2 contains 41353 members 
Mstep: Class 3 contains 8344 members 
Mstep: Class 4 contains 2640 members 
Mstep: Class 5 contains 67678 members 
Mstep: Class 6 contains 46022 members 
Mstep: Class 7 contains 6971 members 
Mstep: Class 8 contains 5434 members 
Mstep: Class 9 contains 8322 members 
Mstep: Class 10 contains 9832 members 
Mstep: Class 11 contains 9285 members 
Mstep: Class 12 contains 2854 members 
Mstep: Class 13 contains 10840 members 
Mstep: Class 14 contains 1626 members 
Mstep: Class 15 contains 11762 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24814 members 
Mstep: Class 18 contains 24234 members 
Mstep: Class 19 contains 7610 members 
Mstep: Class 20 contains 35662 members 
Mstep: Class 21 contains 8977 members 
Mstep: Class 22 contains 6303 members 
Mstep: Class 23 contains 22167 members 
Mstep: Class 24 contains 6104 members 
Mstep: Class 25 contains 16247 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 58812 members 
Mstep: Class 28 contains 4802 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35095 members 
Mstep: Class 31 contains 21740 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 84099 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993888.000000 Penalty: 75827.835938
Iteration 181Q: 39 clusters Score -8.099389e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 74108 members 
Mstep: Class 2 contains 41352 members 
Mstep: Class 3 contains 8369 members 
Mstep: Class 4 contains 2639 members 
Mstep: Class 5 contains 67678 members 
Mstep: Class 6 contains 46020 members 
Mstep: Class 7 contains 6971 members 
Mstep: Class 8 contains 5435 members 
Mstep: Class 9 contains 8325 members 
Mstep: Class 10 contains 9825 members 
Mstep: Class 11 contains 9285 members 
Mstep: Class 12 contains 2856 members 
Mstep: Class 13 contains 10840 members 
Mstep: Class 14 contains 1626 members 
Mstep: Class 15 contains 11761 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24815 members 
Mstep: Class 18 contains 24234 members 
Mstep: Class 19 contains 7608 members 
Mstep: Class 20 contains 35662 members 
Mstep: Class 21 contains 8977 members 
Mstep: Class 22 contains 6299 members 
Mstep: Class 23 contains 22167 members 
Mstep: Class 24 contains 6099 members 
Mstep: Class 25 contains 16247 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 58828 members 
Mstep: Class 28 contains 4801 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35091 members 
Mstep: Class 31 contains 21741 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 84108 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993912.000000 Penalty: 75827.835938
Iteration 182Q: 39 clusters Score -8.099391e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 74080 members 
Mstep: Class 2 contains 41348 members 
Mstep: Class 3 contains 8394 members 
Mstep: Class 4 contains 2638 members 
Mstep: Class 5 contains 67680 members 
Mstep: Class 6 contains 46011 members 
Mstep: Class 7 contains 6971 members 
Mstep: Class 8 contains 5436 members 
Mstep: Class 9 contains 8328 members 
Mstep: Class 10 contains 9825 members 
Mstep: Class 11 contains 9285 members 
Mstep: Class 12 contains 2858 members 
Mstep: Class 13 contains 10841 members 
Mstep: Class 14 contains 1626 members 
Mstep: Class 15 contains 11763 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24812 members 
Mstep: Class 18 contains 24233 members 
Mstep: Class 19 contains 7607 members 
Mstep: Class 20 contains 35661 members 
Mstep: Class 21 contains 8977 members 
Mstep: Class 22 contains 6295 members 
Mstep: Class 23 contains 22167 members 
Mstep: Class 24 contains 6096 members 
Mstep: Class 25 contains 16249 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 58843 members 
Mstep: Class 28 contains 4800 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35087 members 
Mstep: Class 31 contains 21742 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 84114 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993744.000000 Penalty: 75827.835938
Iteration 183Q: 39 clusters Score -8.099374e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 74063 members 
Mstep: Class 2 contains 41350 members 
Mstep: Class 3 contains 8422 members 
Mstep: Class 4 contains 2636 members 
Mstep: Class 5 contains 67679 members 
Mstep: Class 6 contains 45990 members 
Mstep: Class 7 contains 6971 members 
Mstep: Class 8 contains 5437 members 
Mstep: Class 9 contains 8331 members 
Mstep: Class 10 contains 9825 members 
Mstep: Class 11 contains 9285 members 
Mstep: Class 12 contains 2860 members 
Mstep: Class 13 contains 10842 members 
Mstep: Class 14 contains 1626 members 
Mstep: Class 15 contains 11766 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24812 members 
Mstep: Class 18 contains 24234 members 
Mstep: Class 19 contains 7611 members 
Mstep: Class 20 contains 35659 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 6294 members 
Mstep: Class 23 contains 22167 members 
Mstep: Class 24 contains 6092 members 
Mstep: Class 25 contains 16251 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 58857 members 
Mstep: Class 28 contains 4797 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35078 members 
Mstep: Class 31 contains 21742 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 84112 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993776.000000 Penalty: 75827.835938
Iteration 184Q: 39 clusters Score -8.099378e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 74047 members 
Mstep: Class 2 contains 41349 members 
Mstep: Class 3 contains 8442 members 
Mstep: Class 4 contains 2635 members 
Mstep: Class 5 contains 67677 members 
Mstep: Class 6 contains 45971 members 
Mstep: Class 7 contains 6971 members 
Mstep: Class 8 contains 5438 members 
Mstep: Class 9 contains 8333 members 
Mstep: Class 10 contains 9827 members 
Mstep: Class 11 contains 9285 members 
Mstep: Class 12 contains 2860 members 
Mstep: Class 13 contains 10845 members 
Mstep: Class 14 contains 1626 members 
Mstep: Class 15 contains 11769 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24811 members 
Mstep: Class 18 contains 24235 members 
Mstep: Class 19 contains 7606 members 
Mstep: Class 20 contains 35658 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 6289 members 
Mstep: Class 23 contains 22167 members 
Mstep: Class 24 contains 6091 members 
Mstep: Class 25 contains 16254 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 58866 members 
Mstep: Class 28 contains 4794 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35079 members 
Mstep: Class 31 contains 21742 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 84122 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993752.000000 Penalty: 75827.835938
Iteration 185Q: 39 clusters Score -8.099375e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 74035 members 
Mstep: Class 2 contains 41340 members 
Mstep: Class 3 contains 8462 members 
Mstep: Class 4 contains 2636 members 
Mstep: Class 5 contains 67675 members 
Mstep: Class 6 contains 45947 members 
Mstep: Class 7 contains 6971 members 
Mstep: Class 8 contains 5439 members 
Mstep: Class 9 contains 8339 members 
Mstep: Class 10 contains 9824 members 
Mstep: Class 11 contains 9285 members 
Mstep: Class 12 contains 2860 members 
Mstep: Class 13 contains 10847 members 
Mstep: Class 14 contains 1627 members 
Mstep: Class 15 contains 11771 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24809 members 
Mstep: Class 18 contains 24235 members 
Mstep: Class 19 contains 7606 members 
Mstep: Class 20 contains 35657 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 6285 members 
Mstep: Class 23 contains 22167 members 
Mstep: Class 24 contains 6092 members 
Mstep: Class 25 contains 16257 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 58873 members 
Mstep: Class 28 contains 4789 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35079 members 
Mstep: Class 31 contains 21742 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 84140 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993696.000000 Penalty: 75827.835938
Iteration 186Q: 39 clusters Score -8.09937e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 74026 members 
Mstep: Class 2 contains 41337 members 
Mstep: Class 3 contains 8478 members 
Mstep: Class 4 contains 2633 members 
Mstep: Class 5 contains 67675 members 
Mstep: Class 6 contains 45939 members 
Mstep: Class 7 contains 6971 members 
Mstep: Class 8 contains 5439 members 
Mstep: Class 9 contains 8341 members 
Mstep: Class 10 contains 9822 members 
Mstep: Class 11 contains 9285 members 
Mstep: Class 12 contains 2861 members 
Mstep: Class 13 contains 10846 members 
Mstep: Class 14 contains 1628 members 
Mstep: Class 15 contains 11771 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24806 members 
Mstep: Class 18 contains 24235 members 
Mstep: Class 19 contains 7604 members 
Mstep: Class 20 contains 35656 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 6283 members 
Mstep: Class 23 contains 22166 members 
Mstep: Class 24 contains 6091 members 
Mstep: Class 25 contains 16255 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 58886 members 
Mstep: Class 28 contains 4787 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35079 members 
Mstep: Class 31 contains 21742 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 84147 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993704.000000 Penalty: 75827.835938
Iteration 187Q: 39 clusters Score -8.09937e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 74014 members 
Mstep: Class 2 contains 41338 members 
Mstep: Class 3 contains 8494 members 
Mstep: Class 4 contains 2631 members 
Mstep: Class 5 contains 67676 members 
Mstep: Class 6 contains 45927 members 
Mstep: Class 7 contains 6971 members 
Mstep: Class 8 contains 5438 members 
Mstep: Class 9 contains 8341 members 
Mstep: Class 10 contains 9825 members 
Mstep: Class 11 contains 9285 members 
Mstep: Class 12 contains 2858 members 
Mstep: Class 13 contains 10847 members 
Mstep: Class 14 contains 1629 members 
Mstep: Class 15 contains 11770 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24806 members 
Mstep: Class 18 contains 24235 members 
Mstep: Class 19 contains 7607 members 
Mstep: Class 20 contains 35655 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 6278 members 
Mstep: Class 23 contains 22165 members 
Mstep: Class 24 contains 6089 members 
Mstep: Class 25 contains 16254 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 58893 members 
Mstep: Class 28 contains 4785 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35079 members 
Mstep: Class 31 contains 21742 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 84157 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993672.000000 Penalty: 75827.835938
Iteration 188Q: 39 clusters Score -8.099367e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 74012 members 
Mstep: Class 2 contains 41332 members 
Mstep: Class 3 contains 8512 members 
Mstep: Class 4 contains 2630 members 
Mstep: Class 5 contains 67676 members 
Mstep: Class 6 contains 45922 members 
Mstep: Class 7 contains 6971 members 
Mstep: Class 8 contains 5438 members 
Mstep: Class 9 contains 8342 members 
Mstep: Class 10 contains 9826 members 
Mstep: Class 11 contains 9285 members 
Mstep: Class 12 contains 2857 members 
Mstep: Class 13 contains 10849 members 
Mstep: Class 14 contains 1629 members 
Mstep: Class 15 contains 11769 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24806 members 
Mstep: Class 18 contains 24236 members 
Mstep: Class 19 contains 7606 members 
Mstep: Class 20 contains 35656 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 6273 members 
Mstep: Class 23 contains 22165 members 
Mstep: Class 24 contains 6087 members 
Mstep: Class 25 contains 16251 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 58888 members 
Mstep: Class 28 contains 4784 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35080 members 
Mstep: Class 31 contains 21742 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 84165 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993592.000000 Penalty: 75827.835938
Iteration 189Q: 39 clusters Score -8.099359e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 74008 members 
Mstep: Class 2 contains 41330 members 
Mstep: Class 3 contains 8523 members 
Mstep: Class 4 contains 2629 members 
Mstep: Class 5 contains 67675 members 
Mstep: Class 6 contains 45923 members 
Mstep: Class 7 contains 6971 members 
Mstep: Class 8 contains 5438 members 
Mstep: Class 9 contains 8342 members 
Mstep: Class 10 contains 9825 members 
Mstep: Class 11 contains 9285 members 
Mstep: Class 12 contains 2857 members 
Mstep: Class 13 contains 10850 members 
Mstep: Class 14 contains 1629 members 
Mstep: Class 15 contains 11768 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24806 members 
Mstep: Class 18 contains 24235 members 
Mstep: Class 19 contains 7610 members 
Mstep: Class 20 contains 35656 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 6267 members 
Mstep: Class 23 contains 22165 members 
Mstep: Class 24 contains 6080 members 
Mstep: Class 25 contains 16253 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 58888 members 
Mstep: Class 28 contains 4782 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35081 members 
Mstep: Class 31 contains 21742 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 84171 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993648.000000 Penalty: 75827.835938
Iteration 190Q: 39 clusters Score -8.099365e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 74004 members 
Mstep: Class 2 contains 41330 members 
Mstep: Class 3 contains 8532 members 
Mstep: Class 4 contains 2629 members 
Mstep: Class 5 contains 67675 members 
Mstep: Class 6 contains 45917 members 
Mstep: Class 7 contains 6971 members 
Mstep: Class 8 contains 5439 members 
Mstep: Class 9 contains 8342 members 
Mstep: Class 10 contains 9824 members 
Mstep: Class 11 contains 9285 members 
Mstep: Class 12 contains 2857 members 
Mstep: Class 13 contains 10849 members 
Mstep: Class 14 contains 1631 members 
Mstep: Class 15 contains 11768 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24808 members 
Mstep: Class 18 contains 24234 members 
Mstep: Class 19 contains 7602 members 
Mstep: Class 20 contains 35654 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 6262 members 
Mstep: Class 23 contains 22165 members 
Mstep: Class 24 contains 6080 members 
Mstep: Class 25 contains 16250 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 58891 members 
Mstep: Class 28 contains 4782 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35081 members 
Mstep: Class 31 contains 21742 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 84185 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993584.000000 Penalty: 75827.835938
Iteration 191Q: 39 clusters Score -8.099358e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 74000 members 
Mstep: Class 2 contains 41330 members 
Mstep: Class 3 contains 8538 members 
Mstep: Class 4 contains 2629 members 
Mstep: Class 5 contains 67674 members 
Mstep: Class 6 contains 45915 members 
Mstep: Class 7 contains 6971 members 
Mstep: Class 8 contains 5439 members 
Mstep: Class 9 contains 8342 members 
Mstep: Class 10 contains 9822 members 
Mstep: Class 11 contains 9286 members 
Mstep: Class 12 contains 2857 members 
Mstep: Class 13 contains 10847 members 
Mstep: Class 14 contains 1633 members 
Mstep: Class 15 contains 11768 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24811 members 
Mstep: Class 18 contains 24234 members 
Mstep: Class 19 contains 7591 members 
Mstep: Class 20 contains 35653 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 6260 members 
Mstep: Class 23 contains 22166 members 
Mstep: Class 24 contains 6077 members 
Mstep: Class 25 contains 16250 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 58890 members 
Mstep: Class 28 contains 4782 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35081 members 
Mstep: Class 31 contains 21742 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 84201 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993624.000000 Penalty: 75827.835938
Iteration 192Q: 39 clusters Score -8.099362e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73992 members 
Mstep: Class 2 contains 41336 members 
Mstep: Class 3 contains 8543 members 
Mstep: Class 4 contains 2629 members 
Mstep: Class 5 contains 67676 members 
Mstep: Class 6 contains 45914 members 
Mstep: Class 7 contains 6971 members 
Mstep: Class 8 contains 5439 members 
Mstep: Class 9 contains 8342 members 
Mstep: Class 10 contains 9822 members 
Mstep: Class 11 contains 9286 members 
Mstep: Class 12 contains 2857 members 
Mstep: Class 13 contains 10849 members 
Mstep: Class 14 contains 1633 members 
Mstep: Class 15 contains 11768 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24808 members 
Mstep: Class 18 contains 24234 members 
Mstep: Class 19 contains 7586 members 
Mstep: Class 20 contains 35651 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 6253 members 
Mstep: Class 23 contains 22167 members 
Mstep: Class 24 contains 6074 members 
Mstep: Class 25 contains 16251 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 58892 members 
Mstep: Class 28 contains 4782 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35082 members 
Mstep: Class 31 contains 21742 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 84210 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993616.000000 Penalty: 75827.835938
Iteration 193Q: 39 clusters Score -8.099362e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73989 members 
Mstep: Class 2 contains 41338 members 
Mstep: Class 3 contains 8548 members 
Mstep: Class 4 contains 2628 members 
Mstep: Class 5 contains 67677 members 
Mstep: Class 6 contains 45920 members 
Mstep: Class 7 contains 6971 members 
Mstep: Class 8 contains 5439 members 
Mstep: Class 9 contains 8341 members 
Mstep: Class 10 contains 9821 members 
Mstep: Class 11 contains 9286 members 
Mstep: Class 12 contains 2858 members 
Mstep: Class 13 contains 10850 members 
Mstep: Class 14 contains 1633 members 
Mstep: Class 15 contains 11768 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24808 members 
Mstep: Class 18 contains 24234 members 
Mstep: Class 19 contains 7581 members 
Mstep: Class 20 contains 35652 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 6250 members 
Mstep: Class 23 contains 22167 members 
Mstep: Class 24 contains 6070 members 
Mstep: Class 25 contains 16247 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 58883 members 
Mstep: Class 28 contains 4782 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35080 members 
Mstep: Class 31 contains 21742 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 84226 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993552.000000 Penalty: 75827.835938
Iteration 194Q: 39 clusters Score -8.099355e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73988 members 
Mstep: Class 2 contains 41341 members 
Mstep: Class 3 contains 8556 members 
Mstep: Class 4 contains 2628 members 
Mstep: Class 5 contains 67678 members 
Mstep: Class 6 contains 45918 members 
Mstep: Class 7 contains 6971 members 
Mstep: Class 8 contains 5439 members 
Mstep: Class 9 contains 8341 members 
Mstep: Class 10 contains 9822 members 
Mstep: Class 11 contains 9286 members 
Mstep: Class 12 contains 2858 members 
Mstep: Class 13 contains 10849 members 
Mstep: Class 14 contains 1633 members 
Mstep: Class 15 contains 11770 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24808 members 
Mstep: Class 18 contains 24234 members 
Mstep: Class 19 contains 7580 members 
Mstep: Class 20 contains 35652 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 6244 members 
Mstep: Class 23 contains 22167 members 
Mstep: Class 24 contains 6067 members 
Mstep: Class 25 contains 16247 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 58858 members 
Mstep: Class 28 contains 4782 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35079 members 
Mstep: Class 31 contains 21742 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 84251 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993608.000000 Penalty: 75827.835938
Iteration 195Q: 39 clusters Score -8.099361e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73979 members 
Mstep: Class 2 contains 41345 members 
Mstep: Class 3 contains 8566 members 
Mstep: Class 4 contains 2627 members 
Mstep: Class 5 contains 67680 members 
Mstep: Class 6 contains 45903 members 
Mstep: Class 7 contains 6971 members 
Mstep: Class 8 contains 5439 members 
Mstep: Class 9 contains 8341 members 
Mstep: Class 10 contains 9823 members 
Mstep: Class 11 contains 9286 members 
Mstep: Class 12 contains 2858 members 
Mstep: Class 13 contains 10849 members 
Mstep: Class 14 contains 1632 members 
Mstep: Class 15 contains 11769 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24808 members 
Mstep: Class 18 contains 24234 members 
Mstep: Class 19 contains 7578 members 
Mstep: Class 20 contains 35652 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 6236 members 
Mstep: Class 23 contains 22167 members 
Mstep: Class 24 contains 6068 members 
Mstep: Class 25 contains 16246 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 58860 members 
Mstep: Class 28 contains 4781 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35077 members 
Mstep: Class 31 contains 21742 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 84272 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993616.000000 Penalty: 75827.835938
Iteration 196Q: 39 clusters Score -8.099362e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73970 members 
Mstep: Class 2 contains 41346 members 
Mstep: Class 3 contains 8573 members 
Mstep: Class 4 contains 2627 members 
Mstep: Class 5 contains 67682 members 
Mstep: Class 6 contains 45888 members 
Mstep: Class 7 contains 6971 members 
Mstep: Class 8 contains 5439 members 
Mstep: Class 9 contains 8341 members 
Mstep: Class 10 contains 9823 members 
Mstep: Class 11 contains 9286 members 
Mstep: Class 12 contains 2858 members 
Mstep: Class 13 contains 10850 members 
Mstep: Class 14 contains 1632 members 
Mstep: Class 15 contains 11767 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24809 members 
Mstep: Class 18 contains 24234 members 
Mstep: Class 19 contains 7575 members 
Mstep: Class 20 contains 35652 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 6227 members 
Mstep: Class 23 contains 22167 members 
Mstep: Class 24 contains 6068 members 
Mstep: Class 25 contains 16246 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 58865 members 
Mstep: Class 28 contains 4782 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35076 members 
Mstep: Class 31 contains 21742 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 84293 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993624.000000 Penalty: 75827.835938
Iteration 197Q: 39 clusters Score -8.099362e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73959 members 
Mstep: Class 2 contains 41348 members 
Mstep: Class 3 contains 8584 members 
Mstep: Class 4 contains 2626 members 
Mstep: Class 5 contains 67682 members 
Mstep: Class 6 contains 45879 members 
Mstep: Class 7 contains 6971 members 
Mstep: Class 8 contains 5439 members 
Mstep: Class 9 contains 8342 members 
Mstep: Class 10 contains 9822 members 
Mstep: Class 11 contains 9286 members 
Mstep: Class 12 contains 2858 members 
Mstep: Class 13 contains 10850 members 
Mstep: Class 14 contains 1632 members 
Mstep: Class 15 contains 11766 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24810 members 
Mstep: Class 18 contains 24234 members 
Mstep: Class 19 contains 7571 members 
Mstep: Class 20 contains 35652 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 6223 members 
Mstep: Class 23 contains 22167 members 
Mstep: Class 24 contains 6066 members 
Mstep: Class 25 contains 16248 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 58859 members 
Mstep: Class 28 contains 4784 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35078 members 
Mstep: Class 31 contains 21742 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 84311 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993520.000000 Penalty: 75827.835938
Iteration 198Q: 39 clusters Score -8.099352e+07 nChanged 130
Entering ConstructFrom: 
Score: -80993520.000000 Penalty: 75827.835938
Entering ConstructFrom: 
Trying to split cluster 1 (73949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73949 members 
Entering Unmasked Estep 
Score: -9411658.000000 Penalty: 1668.216309
	Iteration 0F: 2 clusters Score -9411658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36797 members 
Mstep: Class 2 contains 37152 members 
Entering Unmasked Estep 
Score: -9367216.000000 Penalty: 3336.432617
	Iteration 0F: 3 clusters Score -9367216 nChanged 34530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34413 members 
Mstep: Class 2 contains 39536 members 
Entering Unmasked Estep 
Score: -9386741.000000 Penalty: 3336.432617
	Iteration 1F: 3 clusters Score -9386741 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32815 members 
Mstep: Class 2 contains 41134 members 
Entering Unmasked Estep 
Score: -9387777.000000 Penalty: 3336.432617
	Iteration 2Q: 3 clusters Score -9387777 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30454 members 
Mstep: Class 2 contains 43495 members 
Entering Unmasked Estep 
Score: -9389193.000000 Penalty: 3336.432617
	Iteration 3Q: 3 clusters Score -9389193 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27285 members 
Mstep: Class 2 contains 46664 members 
Entering Unmasked Estep 
Score: -9391200.000000 Penalty: 3336.432617
	Iteration 4F: 3 clusters Score -9391200 nChanged 4870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23481 members 
Mstep: Class 2 contains 50468 members 
Entering Unmasked Estep 
Score: -9393690.000000 Penalty: 3336.432617
	Iteration 5F: 3 clusters Score -9393690 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 54554 members 
Entering Unmasked Estep 
Score: -9396459.000000 Penalty: 3336.432617
	Iteration 6F: 3 clusters Score -9396459 nChanged 4466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 58564 members 
Entering Unmasked Estep 
Score: -9399239.000000 Penalty: 3336.432617
	Iteration 7F: 3 clusters Score -9399239 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 62194 members 
Entering Unmasked Estep 
Score: -9401707.000000 Penalty: 3336.432617
	Iteration 8F: 3 clusters Score -9401707 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 65324 members 
Entering Unmasked Estep 
Score: -9404162.000000 Penalty: 3336.432617
	Iteration 9Q: 3 clusters Score -9404162 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 67774 members 
Entering Unmasked Estep 
Score: -9406137.000000 Penalty: 3336.432617
	Iteration 10Q: 3 clusters Score -9406137 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 69508 members 
Entering Unmasked Estep 
Score: -9407529.000000 Penalty: 3336.432617
	Iteration 11Q: 3 clusters Score -9407529 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 70657 members 
Entering Unmasked Estep 
Score: -9408489.000000 Penalty: 3336.432617
	Iteration 12Q: 3 clusters Score -9408489 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 71377 members 
Entering Unmasked Estep 
Score: -9409025.000000 Penalty: 3336.432617
	Iteration 13Q: 3 clusters Score -9409025 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 71820 members 
Entering Unmasked Estep 
Score: -9409442.000000 Penalty: 3336.432617
	Iteration 14Q: 3 clusters Score -9409442 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 72146 members 
Entering Unmasked Estep 
Score: -9409742.000000 Penalty: 3336.432617
	Iteration 15Q: 3 clusters Score -9409742 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 72374 members 
Entering Unmasked Estep 
Score: -9409947.000000 Penalty: 3336.432617
	Iteration 16Q: 3 clusters Score -9409947 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 72546 members 
Entering Unmasked Estep 
Score: -9410089.000000 Penalty: 3336.432617
	Iteration 17Q: 3 clusters Score -9410089 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 72657 members 
Entering Unmasked Estep 
Score: -9410144.000000 Penalty: 3336.432617
	Iteration 18Q: 3 clusters Score -9410144 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 72725 members 
Entering Unmasked Estep 
Score: -9410212.000000 Penalty: 3336.432617
	Iteration 19Q: 3 clusters Score -9410212 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 72780 members 
Entering Unmasked Estep 
Score: -9410230.000000 Penalty: 3336.432617
	Iteration 20F: 3 clusters Score -9410230 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 72829 members 
Entering Unmasked Estep 
Score: -9410268.000000 Penalty: 3336.432617
	Iteration 21Q: 3 clusters Score -9410268 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 72874 members 
Entering Unmasked Estep 
Score: -9410303.000000 Penalty: 3336.432617
	Iteration 22Q: 3 clusters Score -9410303 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 72912 members 
Entering Unmasked Estep 
Score: -9410333.000000 Penalty: 3336.432617
	Iteration 23Q: 3 clusters Score -9410333 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 72944 members 
Entering Unmasked Estep 
Score: -9410361.000000 Penalty: 3336.432617
	Iteration 24Q: 3 clusters Score -9410361 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 72966 members 
Entering Unmasked Estep 
Score: -9410383.000000 Penalty: 3336.432617
	Iteration 25Q: 3 clusters Score -9410383 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 72988 members 
Entering Unmasked Estep 
Score: -9410392.000000 Penalty: 3336.432617
	Iteration 26Q: 3 clusters Score -9410392 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 72998 members 
Entering Unmasked Estep 
Score: -9410401.000000 Penalty: 3336.432617
	Iteration 27Q: 3 clusters Score -9410401 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 73006 members 
Entering Unmasked Estep 
Score: -9410403.000000 Penalty: 3336.432617
	Iteration 28Q: 3 clusters Score -9410403 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 73017 members 
Entering Unmasked Estep 
Score: -9410416.000000 Penalty: 3336.432617
	Iteration 29Q: 3 clusters Score -9410416 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 73036 members 
Entering Unmasked Estep 
Score: -9410424.000000 Penalty: 3336.432617
	Iteration 30Q: 3 clusters Score -9410424 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 73058 members 
Entering Unmasked Estep 
Score: -9410433.000000 Penalty: 3336.432617
	Iteration 31Q: 3 clusters Score -9410433 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 73071 members 
Entering Unmasked Estep 
Score: -9410442.000000 Penalty: 3336.432617
	Iteration 32Q: 3 clusters Score -9410442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 73076 members 
Entering Unmasked Estep 
Score: -9410445.000000 Penalty: 3336.432617
	Iteration 33Q: 3 clusters Score -9410445 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 73083 members 
Entering Unmasked Estep 
Score: -9410450.000000 Penalty: 3336.432617
	Iteration 34Q: 3 clusters Score -9410450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 73093 members 
Entering Unmasked Estep 
Score: -9410460.000000 Penalty: 3336.432617
	Iteration 35Q: 3 clusters Score -9410460 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 73108 members 
Entering Unmasked Estep 
Score: -9410466.000000 Penalty: 3336.432617
	Iteration 36Q: 3 clusters Score -9410466 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 73119 members 
Entering Unmasked Estep 
Score: -9410487.000000 Penalty: 3336.432617
	Iteration 37Q: 3 clusters Score -9410487 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 73127 members 
Entering Unmasked Estep 
Score: -9410482.000000 Penalty: 3336.432617
	Iteration 38Q: 3 clusters Score -9410482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 73135 members 
Entering Unmasked Estep 
Score: -9410487.000000 Penalty: 3336.432617
	Iteration 39Q: 3 clusters Score -9410487 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 73146 members 
Entering Unmasked Estep 
Score: -9410485.000000 Penalty: 3336.432617
	Iteration 40F: 3 clusters Score -9410485 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 73156 members 
Entering Unmasked Estep 
Score: -9410505.000000 Penalty: 3336.432617
	Iteration 41Q: 3 clusters Score -9410505 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 73169 members 
Entering Unmasked Estep 
Score: -9410527.000000 Penalty: 3336.432617
	Iteration 42Q: 3 clusters Score -9410527 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 73180 members 
Entering Unmasked Estep 
Score: -9410513.000000 Penalty: 3336.432617
	Iteration 43Q: 3 clusters Score -9410513 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 73190 members 
Entering Unmasked Estep 
Score: -9410532.000000 Penalty: 3336.432617
	Iteration 44Q: 3 clusters Score -9410532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 73196 members 
Entering Unmasked Estep 
Score: -9410548.000000 Penalty: 3336.432617
	Iteration 45Q: 3 clusters Score -9410548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 73203 members 
Entering Unmasked Estep 
Score: -9410568.000000 Penalty: 3336.432617
	Iteration 46Q: 3 clusters Score -9410568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 73208 members 
Entering Unmasked Estep 
Score: -9410559.000000 Penalty: 3336.432617
	Iteration 47Q: 3 clusters Score -9410559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 73211 members 
Entering Unmasked Estep 
Score: -9410570.000000 Penalty: 3336.432617
	Iteration 48Q: 3 clusters Score -9410570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 73215 members 
Entering Unmasked Estep 
Score: -9410563.000000 Penalty: 3336.432617
	Iteration 49Q: 3 clusters Score -9410563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 73217 members 
Entering Unmasked Estep 
Score: -9410573.000000 Penalty: 3336.432617
	Iteration 50Q: 3 clusters Score -9410573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 73218 members 
Entering Unmasked Estep 
Score: -9410570.000000 Penalty: 3336.432617
	Iteration 51Q: 3 clusters Score -9410570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 73219 members 
Entering Unmasked Estep 
Score: -9410571.000000 Penalty: 3336.432617
	Iteration 52Q: 3 clusters Score -9410571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 73220 members 
Entering Unmasked Estep 
Score: -9410576.000000 Penalty: 3336.432617
	Iteration 53Q: 3 clusters Score -9410576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 73220 members 
Entering Unmasked Estep 
Score: -9410576.000000 Penalty: 3336.432617
	Iteration 54F: 3 clusters Score -9410576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (41348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41348 members 
Entering Unmasked Estep 
Score: -5081581.000000 Penalty: 1581.711304
	Iteration 0F: 2 clusters Score -5081581 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 20769 members 
Entering Unmasked Estep 
Score: -5054887.000000 Penalty: 3163.422607
	Iteration 0F: 3 clusters Score -5054887 nChanged 18912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19701 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -5065499.500000 Penalty: 3163.422607
	Iteration 1F: 3 clusters Score -5065500 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 22290 members 
Entering Unmasked Estep 
Score: -5066313.500000 Penalty: 3163.422607
	Iteration 2F: 3 clusters Score -5066314 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 23155 members 
Entering Unmasked Estep 
Score: -5067298.000000 Penalty: 3163.422607
	Iteration 3F: 3 clusters Score -5067298 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 24283 members 
Entering Unmasked Estep 
Score: -5068547.500000 Penalty: 3163.422607
	Iteration 4F: 3 clusters Score -5068548 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 25599 members 
Entering Unmasked Estep 
Score: -5069970.500000 Penalty: 3163.422607
	Iteration 5F: 3 clusters Score -5069970 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 27003 members 
Entering Unmasked Estep 
Score: -5071509.000000 Penalty: 3163.422607
	Iteration 6F: 3 clusters Score -5071509 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 28333 members 
Entering Unmasked Estep 
Score: -5072946.500000 Penalty: 3163.422607
	Iteration 7F: 3 clusters Score -5072946 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 29454 members 
Entering Unmasked Estep 
Score: -5074206.500000 Penalty: 3163.422607
	Iteration 8Q: 3 clusters Score -5074206 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 30415 members 
Entering Unmasked Estep 
Score: -5075389.500000 Penalty: 3163.422607
	Iteration 9Q: 3 clusters Score -5075390 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 31200 members 
Entering Unmasked Estep 
Score: -5076274.500000 Penalty: 3163.422607
	Iteration 10Q: 3 clusters Score -5076274 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 31824 members 
Entering Unmasked Estep 
Score: -5076835.500000 Penalty: 3163.422607
	Iteration 11Q: 3 clusters Score -5076836 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 32356 members 
Entering Unmasked Estep 
Score: -5077181.000000 Penalty: 3163.422607
	Iteration 12Q: 3 clusters Score -5077181 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 32812 members 
Entering Unmasked Estep 
Score: -5077415.000000 Penalty: 3163.422607
	Iteration 13Q: 3 clusters Score -5077415 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 33272 members 
Entering Unmasked Estep 
Score: -5077638.000000 Penalty: 3163.422607
	Iteration 14Q: 3 clusters Score -5077638 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 33695 members 
Entering Unmasked Estep 
Score: -5077845.000000 Penalty: 3163.422607
	Iteration 15Q: 3 clusters Score -5077845 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 34097 members 
Entering Unmasked Estep 
Score: -5078040.000000 Penalty: 3163.422607
	Iteration 16Q: 3 clusters Score -5078040 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 34477 members 
Entering Unmasked Estep 
Score: -5078236.500000 Penalty: 3163.422607
	Iteration 17Q: 3 clusters Score -5078236 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 34862 members 
Entering Unmasked Estep 
Score: -5078444.500000 Penalty: 3163.422607
	Iteration 18Q: 3 clusters Score -5078444 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 35238 members 
Entering Unmasked Estep 
Score: -5078637.500000 Penalty: 3163.422607
	Iteration 19Q: 3 clusters Score -5078638 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 35587 members 
Entering Unmasked Estep 
Score: -5078814.500000 Penalty: 3163.422607
	Iteration 20F: 3 clusters Score -5078814 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 35931 members 
Entering Unmasked Estep 
Score: -5078998.000000 Penalty: 3163.422607
	Iteration 21Q: 3 clusters Score -5078998 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 36234 members 
Entering Unmasked Estep 
Score: -5079156.000000 Penalty: 3163.422607
	Iteration 22Q: 3 clusters Score -5079156 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 36505 members 
Entering Unmasked Estep 
Score: -5079321.000000 Penalty: 3163.422607
	Iteration 23Q: 3 clusters Score -5079321 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 36779 members 
Entering Unmasked Estep 
Score: -5079499.500000 Penalty: 3163.422607
	Iteration 24Q: 3 clusters Score -5079500 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 37045 members 
Entering Unmasked Estep 
Score: -5079657.000000 Penalty: 3163.422607
	Iteration 25Q: 3 clusters Score -5079657 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 37274 members 
Entering Unmasked Estep 
Score: -5079774.500000 Penalty: 3163.422607
	Iteration 26Q: 3 clusters Score -5079774 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 37477 members 
Entering Unmasked Estep 
Score: -5079903.500000 Penalty: 3163.422607
	Iteration 27Q: 3 clusters Score -5079904 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 37634 members 
Entering Unmasked Estep 
Score: -5079999.500000 Penalty: 3163.422607
	Iteration 28Q: 3 clusters Score -5080000 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 37770 members 
Entering Unmasked Estep 
Score: -5080094.500000 Penalty: 3163.422607
	Iteration 29Q: 3 clusters Score -5080094 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 37899 members 
Entering Unmasked Estep 
Score: -5080180.500000 Penalty: 3163.422607
	Iteration 30Q: 3 clusters Score -5080180 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 38008 members 
Entering Unmasked Estep 
Score: -5080266.000000 Penalty: 3163.422607
	Iteration 31Q: 3 clusters Score -5080266 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 38119 members 
Entering Unmasked Estep 
Score: -5080316.000000 Penalty: 3163.422607
	Iteration 32Q: 3 clusters Score -5080316 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 38201 members 
Entering Unmasked Estep 
Score: -5080359.500000 Penalty: 3163.422607
	Iteration 33Q: 3 clusters Score -5080360 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 38264 members 
Entering Unmasked Estep 
Score: -5080368.000000 Penalty: 3163.422607
	Iteration 34Q: 3 clusters Score -5080368 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 38316 members 
Entering Unmasked Estep 
Score: -5080404.000000 Penalty: 3163.422607
	Iteration 35Q: 3 clusters Score -5080404 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 38377 members 
Entering Unmasked Estep 
Score: -5080434.000000 Penalty: 3163.422607
	Iteration 36Q: 3 clusters Score -5080434 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 38419 members 
Entering Unmasked Estep 
Score: -5080460.500000 Penalty: 3163.422607
	Iteration 37Q: 3 clusters Score -5080460 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 38465 members 
Entering Unmasked Estep 
Score: -5080481.000000 Penalty: 3163.422607
	Iteration 38Q: 3 clusters Score -5080481 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 38499 members 
Entering Unmasked Estep 
Score: -5080484.000000 Penalty: 3163.422607
	Iteration 39Q: 3 clusters Score -5080484 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 38527 members 
Entering Unmasked Estep 
Score: -5080503.000000 Penalty: 3163.422607
	Iteration 40F: 3 clusters Score -5080503 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 38544 members 
Entering Unmasked Estep 
Score: -5080506.000000 Penalty: 3163.422607
	Iteration 41Q: 3 clusters Score -5080506 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 38570 members 
Entering Unmasked Estep 
Score: -5080504.000000 Penalty: 3163.422607
	Iteration 42Q: 3 clusters Score -5080504 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 38593 members 
Entering Unmasked Estep 
Score: -5080501.500000 Penalty: 3163.422607
	Iteration 43Q: 3 clusters Score -5080502 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 38613 members 
Entering Unmasked Estep 
Score: -5080506.000000 Penalty: 3163.422607
	Iteration 44Q: 3 clusters Score -5080506 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 38628 members 
Entering Unmasked Estep 
Score: -5080505.500000 Penalty: 3163.422607
	Iteration 45Q: 3 clusters Score -5080506 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 38641 members 
Entering Unmasked Estep 
Score: -5080514.500000 Penalty: 3163.422607
	Iteration 46Q: 3 clusters Score -5080514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 38654 members 
Entering Unmasked Estep 
Score: -5080518.500000 Penalty: 3163.422607
	Iteration 47Q: 3 clusters Score -5080518 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 38662 members 
Entering Unmasked Estep 
Score: -5080523.000000 Penalty: 3163.422607
	Iteration 48Q: 3 clusters Score -5080523 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 38668 members 
Entering Unmasked Estep 
Score: -5080532.000000 Penalty: 3163.422607
	Iteration 49Q: 3 clusters Score -5080532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 38674 members 
Entering Unmasked Estep 
Score: -5080528.500000 Penalty: 3163.422607
	Iteration 50Q: 3 clusters Score -5080528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 38678 members 
Entering Unmasked Estep 
Score: -5080524.000000 Penalty: 3163.422607
	Iteration 51Q: 3 clusters Score -5080524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 38682 members 
Entering Unmasked Estep 
Score: -5080519.500000 Penalty: 3163.422607
	Iteration 52Q: 3 clusters Score -5080520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 38685 members 
Entering Unmasked Estep 
Score: -5080515.500000 Penalty: 3163.422607
	Iteration 53Q: 3 clusters Score -5080516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 38689 members 
Entering Unmasked Estep 
Score: -5080525.500000 Penalty: 3163.422607
	Iteration 54Q: 3 clusters Score -5080526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 38693 members 
Entering Unmasked Estep 
Score: -5080519.500000 Penalty: 3163.422607
	Iteration 55Q: 3 clusters Score -5080520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 38697 members 
Entering Unmasked Estep 
Score: -5080525.000000 Penalty: 3163.422607
	Iteration 56Q: 3 clusters Score -5080525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 38699 members 
Entering Unmasked Estep 
Score: -5080525.000000 Penalty: 3163.422607
	Iteration 57Q: 3 clusters Score -5080525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 38701 members 
Entering Unmasked Estep 
Score: -5080529.500000 Penalty: 3163.422607
	Iteration 58Q: 3 clusters Score -5080530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 38702 members 
Entering Unmasked Estep 
Score: -5080526.500000 Penalty: 3163.422607
	Iteration 59Q: 3 clusters Score -5080526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 38703 members 
Entering Unmasked Estep 
Score: -5080529.500000 Penalty: 3163.422607
	Iteration 60F: 3 clusters Score -5080530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 38704 members 
Entering Unmasked Estep 
Score: -5080526.000000 Penalty: 3163.422607
	Iteration 61Q: 3 clusters Score -5080526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 38704 members 
Entering Unmasked Estep 
Score: -5080526.000000 Penalty: 3163.422607
	Iteration 62F: 3 clusters Score -5080526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Entering Unmasked Estep 
Score: -1089240.250000 Penalty: 1347.865845
	Iteration 0F: 2 clusters Score -1089240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1083373.875000 Penalty: 2695.731689
	Iteration 0F: 3 clusters Score -1083374 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1085246.500000 Penalty: 2695.731689
	Iteration 1F: 3 clusters Score -1085246 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1085481.375000 Penalty: 2695.731689
	Iteration 2F: 3 clusters Score -1085481 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1085620.875000 Penalty: 2695.731689
	Iteration 3Q: 3 clusters Score -1085621 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1085731.000000 Penalty: 2695.731689
	Iteration 4Q: 3 clusters Score -1085731 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1085804.250000 Penalty: 2695.731689
	Iteration 5Q: 3 clusters Score -1085804 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1085855.375000 Penalty: 2695.731689
	Iteration 6Q: 3 clusters Score -1085855 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1085892.875000 Penalty: 2695.731689
	Iteration 7Q: 3 clusters Score -1085893 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1085928.250000 Penalty: 2695.731689
	Iteration 8Q: 3 clusters Score -1085928 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1085956.000000 Penalty: 2695.731689
	Iteration 9Q: 3 clusters Score -1085956 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1085986.000000 Penalty: 2695.731689
	Iteration 10Q: 3 clusters Score -1085986 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1086026.125000 Penalty: 2695.731689
	Iteration 11Q: 3 clusters Score -1086026 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1086067.875000 Penalty: 2695.731689
	Iteration 12Q: 3 clusters Score -1086068 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1086098.625000 Penalty: 2695.731689
	Iteration 13Q: 3 clusters Score -1086099 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1086133.625000 Penalty: 2695.731689
	Iteration 14Q: 3 clusters Score -1086134 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1086168.500000 Penalty: 2695.731689
	Iteration 15Q: 3 clusters Score -1086168 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1086193.375000 Penalty: 2695.731689
	Iteration 16Q: 3 clusters Score -1086193 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1086221.625000 Penalty: 2695.731689
	Iteration 17Q: 3 clusters Score -1086222 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1086249.000000 Penalty: 2695.731689
	Iteration 18Q: 3 clusters Score -1086249 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1086284.500000 Penalty: 2695.731689
	Iteration 19Q: 3 clusters Score -1086284 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1086330.375000 Penalty: 2695.731689
	Iteration 20F: 3 clusters Score -1086330 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1086387.250000 Penalty: 2695.731689
	Iteration 21Q: 3 clusters Score -1086387 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1086461.000000 Penalty: 2695.731689
	Iteration 22Q: 3 clusters Score -1086461 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1086549.250000 Penalty: 2695.731689
	Iteration 23Q: 3 clusters Score -1086549 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1086669.375000 Penalty: 2695.731689
	Iteration 24Q: 3 clusters Score -1086669 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1086812.750000 Penalty: 2695.731689
	Iteration 25Q: 3 clusters Score -1086813 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1086990.750000 Penalty: 2695.731689
	Iteration 26Q: 3 clusters Score -1086991 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1087175.500000 Penalty: 2695.731689
	Iteration 27Q: 3 clusters Score -1087176 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1087333.250000 Penalty: 2695.731689
	Iteration 28Q: 3 clusters Score -1087333 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1087493.625000 Penalty: 2695.731689
	Iteration 29Q: 3 clusters Score -1087494 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1087640.375000 Penalty: 2695.731689
	Iteration 30Q: 3 clusters Score -1087640 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1087748.875000 Penalty: 2695.731689
	Iteration 31Q: 3 clusters Score -1087749 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1087852.125000 Penalty: 2695.731689
	Iteration 32Q: 3 clusters Score -1087852 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1087939.500000 Penalty: 2695.731689
	Iteration 33Q: 3 clusters Score -1087940 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1088004.625000 Penalty: 2695.731689
	Iteration 34Q: 3 clusters Score -1088005 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1088048.500000 Penalty: 2695.731689
	Iteration 35Q: 3 clusters Score -1088048 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1088078.500000 Penalty: 2695.731689
	Iteration 36Q: 3 clusters Score -1088078 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1088102.875000 Penalty: 2695.731689
	Iteration 37Q: 3 clusters Score -1088103 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1088119.250000 Penalty: 2695.731689
	Iteration 38Q: 3 clusters Score -1088119 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1088131.250000 Penalty: 2695.731689
	Iteration 39Q: 3 clusters Score -1088131 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1088143.750000 Penalty: 2695.731689
	Iteration 40F: 3 clusters Score -1088144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1088159.875000 Penalty: 2695.731689
	Iteration 41Q: 3 clusters Score -1088160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1088167.625000 Penalty: 2695.731689
	Iteration 42Q: 3 clusters Score -1088168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1088171.625000 Penalty: 2695.731689
	Iteration 43Q: 3 clusters Score -1088172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1088173.125000 Penalty: 2695.731689
	Iteration 44Q: 3 clusters Score -1088173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1088180.500000 Penalty: 2695.731689
	Iteration 45Q: 3 clusters Score -1088180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1088184.875000 Penalty: 2695.731689
	Iteration 46Q: 3 clusters Score -1088185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1088184.875000 Penalty: 2695.731689
	Iteration 47F: 3 clusters Score -1088185 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Entering Unmasked Estep 
Score: -284570.031250 Penalty: 1171.534790
	Iteration 0F: 2 clusters Score -284570 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 1296 members 
Entering Unmasked Estep 
Score: -282323.187500 Penalty: 2343.069580
	Iteration 0F: 3 clusters Score -282323.2 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -282940.218750 Penalty: 2343.069580
	Iteration 1F: 3 clusters Score -282940.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -283125.250000 Penalty: 2343.069580
	Iteration 2F: 3 clusters Score -283125.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -283263.250000 Penalty: 2343.069580
	Iteration 3F: 3 clusters Score -283263.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -283370.718750 Penalty: 2343.069580
	Iteration 4Q: 3 clusters Score -283370.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -283503.437500 Penalty: 2343.069580
	Iteration 5Q: 3 clusters Score -283503.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -283636.812500 Penalty: 2343.069580
	Iteration 6Q: 3 clusters Score -283636.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -283751.375000 Penalty: 2343.069580
	Iteration 7Q: 3 clusters Score -283751.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -283840.343750 Penalty: 2343.069580
	Iteration 8Q: 3 clusters Score -283840.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -283940.812500 Penalty: 2343.069580
	Iteration 9Q: 3 clusters Score -283940.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -284034.406250 Penalty: 2343.069580
	Iteration 10Q: 3 clusters Score -284034.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -284117.656250 Penalty: 2343.069580
	Iteration 11Q: 3 clusters Score -284117.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -284187.656250 Penalty: 2343.069580
	Iteration 12Q: 3 clusters Score -284187.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -284237.062500 Penalty: 2343.069580
	Iteration 13Q: 3 clusters Score -284237.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -284265.187500 Penalty: 2343.069580
	Iteration 14Q: 3 clusters Score -284265.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -284291.031250 Penalty: 2343.069580
	Iteration 15Q: 3 clusters Score -284291 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -284313.750000 Penalty: 2343.069580
	Iteration 16Q: 3 clusters Score -284313.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -284329.687500 Penalty: 2343.069580
	Iteration 17Q: 3 clusters Score -284329.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -284334.218750 Penalty: 2343.069580
	Iteration 18Q: 3 clusters Score -284334.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -284337.718750 Penalty: 2343.069580
	Iteration 19Q: 3 clusters Score -284337.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -284340.250000 Penalty: 2343.069580
	Iteration 20F: 3 clusters Score -284340.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -284344.656250 Penalty: 2343.069580
	Iteration 21Q: 3 clusters Score -284344.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -284349.562500 Penalty: 2343.069580
	Iteration 22Q: 3 clusters Score -284349.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -284355.687500 Penalty: 2343.069580
	Iteration 23Q: 3 clusters Score -284355.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -284363.062500 Penalty: 2343.069580
	Iteration 24Q: 3 clusters Score -284363.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -284366.718750 Penalty: 2343.069580
	Iteration 25Q: 3 clusters Score -284366.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -284368.156250 Penalty: 2343.069580
	Iteration 26Q: 3 clusters Score -284368.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -284368.156250 Penalty: 2343.069580
	Iteration 27F: 3 clusters Score -284368.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (67682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67682 members 
Entering Unmasked Estep 
Score: -8430029.000000 Penalty: 1655.039307
	Iteration 0F: 2 clusters Score -8430029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33834 members 
Mstep: Class 2 contains 33848 members 
Entering Unmasked Estep 
Score: -8388399.000000 Penalty: 3310.078613
	Iteration 0F: 3 clusters Score -8388399 nChanged 31419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34005 members 
Mstep: Class 2 contains 33677 members 
Entering Unmasked Estep 
Score: -8406074.000000 Penalty: 3310.078613
	Iteration 1F: 3 clusters Score -8406074 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33899 members 
Mstep: Class 2 contains 33783 members 
Entering Unmasked Estep 
Score: -8406675.000000 Penalty: 3310.078613
	Iteration 2Q: 3 clusters Score -8406675 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33739 members 
Mstep: Class 2 contains 33943 members 
Entering Unmasked Estep 
Score: -8407282.000000 Penalty: 3310.078613
	Iteration 3Q: 3 clusters Score -8407282 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33416 members 
Mstep: Class 2 contains 34266 members 
Entering Unmasked Estep 
Score: -8407919.000000 Penalty: 3310.078613
	Iteration 4Q: 3 clusters Score -8407919 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33022 members 
Mstep: Class 2 contains 34660 members 
Entering Unmasked Estep 
Score: -8408508.000000 Penalty: 3310.078613
	Iteration 5Q: 3 clusters Score -8408508 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32474 members 
Mstep: Class 2 contains 35208 members 
Entering Unmasked Estep 
Score: -8409079.000000 Penalty: 3310.078613
	Iteration 6Q: 3 clusters Score -8409079 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31790 members 
Mstep: Class 2 contains 35892 members 
Entering Unmasked Estep 
Score: -8409709.000000 Penalty: 3310.078613
	Iteration 7Q: 3 clusters Score -8409709 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30854 members 
Mstep: Class 2 contains 36828 members 
Entering Unmasked Estep 
Score: -8410273.000000 Penalty: 3310.078613
	Iteration 8Q: 3 clusters Score -8410273 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29577 members 
Mstep: Class 2 contains 38105 members 
Entering Unmasked Estep 
Score: -8410906.000000 Penalty: 3310.078613
	Iteration 9Q: 3 clusters Score -8410906 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27769 members 
Mstep: Class 2 contains 39913 members 
Entering Unmasked Estep 
Score: -8411778.000000 Penalty: 3310.078613
	Iteration 10Q: 3 clusters Score -8411778 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25450 members 
Mstep: Class 2 contains 42232 members 
Entering Unmasked Estep 
Score: -8412845.000000 Penalty: 3310.078613
	Iteration 11Q: 3 clusters Score -8412845 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 45087 members 
Entering Unmasked Estep 
Score: -8414238.000000 Penalty: 3310.078613
	Iteration 12Q: 3 clusters Score -8414238 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 48447 members 
Entering Unmasked Estep 
Score: -8416082.000000 Penalty: 3310.078613
	Iteration 13F: 3 clusters Score -8416082 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 52093 members 
Entering Unmasked Estep 
Score: -8418252.000000 Penalty: 3310.078613
	Iteration 14F: 3 clusters Score -8418252 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 55684 members 
Entering Unmasked Estep 
Score: -8420579.000000 Penalty: 3310.078613
	Iteration 15F: 3 clusters Score -8420579 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 58858 members 
Entering Unmasked Estep 
Score: -8422782.000000 Penalty: 3310.078613
	Iteration 16Q: 3 clusters Score -8422782 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 61554 members 
Entering Unmasked Estep 
Score: -8424772.000000 Penalty: 3310.078613
	Iteration 17Q: 3 clusters Score -8424772 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 63588 members 
Entering Unmasked Estep 
Score: -8426307.000000 Penalty: 3310.078613
	Iteration 18Q: 3 clusters Score -8426307 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 64983 members 
Entering Unmasked Estep 
Score: -8427413.000000 Penalty: 3310.078613
	Iteration 19Q: 3 clusters Score -8427413 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 65752 members 
Entering Unmasked Estep 
Score: -8428051.000000 Penalty: 3310.078613
	Iteration 20F: 3 clusters Score -8428051 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 66168 members 
Entering Unmasked Estep 
Score: -8428393.000000 Penalty: 3310.078613
	Iteration 21Q: 3 clusters Score -8428393 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 66414 members 
Entering Unmasked Estep 
Score: -8428583.000000 Penalty: 3310.078613
	Iteration 22Q: 3 clusters Score -8428583 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 66563 members 
Entering Unmasked Estep 
Score: -8428704.000000 Penalty: 3310.078613
	Iteration 23Q: 3 clusters Score -8428704 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 66664 members 
Entering Unmasked Estep 
Score: -8428778.000000 Penalty: 3310.078613
	Iteration 24Q: 3 clusters Score -8428778 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 66715 members 
Entering Unmasked Estep 
Score: -8428842.000000 Penalty: 3310.078613
	Iteration 25Q: 3 clusters Score -8428842 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 66745 members 
Entering Unmasked Estep 
Score: -8428874.000000 Penalty: 3310.078613
	Iteration 26Q: 3 clusters Score -8428874 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 66779 members 
Entering Unmasked Estep 
Score: -8428907.000000 Penalty: 3310.078613
	Iteration 27Q: 3 clusters Score -8428907 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 66797 members 
Entering Unmasked Estep 
Score: -8428917.000000 Penalty: 3310.078613
	Iteration 28Q: 3 clusters Score -8428917 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 66812 members 
Entering Unmasked Estep 
Score: -8428933.000000 Penalty: 3310.078613
	Iteration 29Q: 3 clusters Score -8428933 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 66829 members 
Entering Unmasked Estep 
Score: -8428937.000000 Penalty: 3310.078613
	Iteration 30Q: 3 clusters Score -8428937 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 66844 members 
Entering Unmasked Estep 
Score: -8428952.000000 Penalty: 3310.078613
	Iteration 31Q: 3 clusters Score -8428952 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 66849 members 
Entering Unmasked Estep 
Score: -8428961.000000 Penalty: 3310.078613
	Iteration 32Q: 3 clusters Score -8428961 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 66855 members 
Entering Unmasked Estep 
Score: -8428958.000000 Penalty: 3310.078613
	Iteration 33Q: 3 clusters Score -8428958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 66860 members 
Entering Unmasked Estep 
Score: -8428964.000000 Penalty: 3310.078613
	Iteration 34Q: 3 clusters Score -8428964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 66862 members 
Entering Unmasked Estep 
Score: -8428967.000000 Penalty: 3310.078613
	Iteration 35Q: 3 clusters Score -8428967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 66866 members 
Entering Unmasked Estep 
Score: -8428972.000000 Penalty: 3310.078613
	Iteration 36Q: 3 clusters Score -8428972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 66870 members 
Entering Unmasked Estep 
Score: -8428977.000000 Penalty: 3310.078613
	Iteration 37Q: 3 clusters Score -8428977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 66874 members 
Entering Unmasked Estep 
Score: -8428976.000000 Penalty: 3310.078613
	Iteration 38Q: 3 clusters Score -8428976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 66874 members 
Entering Unmasked Estep 
Score: -8428979.000000 Penalty: 3310.078613
	Iteration 39Q: 3 clusters Score -8428979 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 66882 members 
Entering Unmasked Estep 
Score: -8428985.000000 Penalty: 3310.078613
	Iteration 40F: 3 clusters Score -8428985 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 66891 members 
Entering Unmasked Estep 
Score: -8428997.000000 Penalty: 3310.078613
	Iteration 41Q: 3 clusters Score -8428997 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 66900 members 
Entering Unmasked Estep 
Score: -8428996.000000 Penalty: 3310.078613
	Iteration 42Q: 3 clusters Score -8428996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 66906 members 
Entering Unmasked Estep 
Score: -8428999.000000 Penalty: 3310.078613
	Iteration 43Q: 3 clusters Score -8428999 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 66913 members 
Entering Unmasked Estep 
Score: -8429012.000000 Penalty: 3310.078613
	Iteration 44Q: 3 clusters Score -8429012 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 66919 members 
Entering Unmasked Estep 
Score: -8429027.000000 Penalty: 3310.078613
	Iteration 45Q: 3 clusters Score -8429027 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 66927 members 
Entering Unmasked Estep 
Score: -8429037.000000 Penalty: 3310.078613
	Iteration 46Q: 3 clusters Score -8429037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 66933 members 
Entering Unmasked Estep 
Score: -8429040.000000 Penalty: 3310.078613
	Iteration 47Q: 3 clusters Score -8429040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 66937 members 
Entering Unmasked Estep 
Score: -8429037.000000 Penalty: 3310.078613
	Iteration 48Q: 3 clusters Score -8429037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 66938 members 
Entering Unmasked Estep 
Score: -8429037.000000 Penalty: 3310.078613
	Iteration 49Q: 3 clusters Score -8429037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 66938 members 
Entering Unmasked Estep 
Score: -8429037.000000 Penalty: 3310.078613
	Iteration 50F: 3 clusters Score -8429037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (45865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45865 members 
Entering Unmasked Estep 
Score: -5604537.000000 Penalty: 1597.138550
	Iteration 0F: 2 clusters Score -5604537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22808 members 
Mstep: Class 2 contains 23057 members 
Entering Unmasked Estep 
Score: -5574811.000000 Penalty: 3194.277100
	Iteration 0F: 3 clusters Score -5574811 nChanged 21157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21747 members 
Mstep: Class 2 contains 24118 members 
Entering Unmasked Estep 
Score: -5586693.500000 Penalty: 3194.277100
	Iteration 1F: 3 clusters Score -5586694 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 24883 members 
Entering Unmasked Estep 
Score: -5587427.000000 Penalty: 3194.277100
	Iteration 2Q: 3 clusters Score -5587427 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 25971 members 
Entering Unmasked Estep 
Score: -5588137.500000 Penalty: 3194.277100
	Iteration 3Q: 3 clusters Score -5588138 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 27397 members 
Entering Unmasked Estep 
Score: -5588959.500000 Penalty: 3194.277100
	Iteration 4Q: 3 clusters Score -5588960 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 29380 members 
Entering Unmasked Estep 
Score: -5590127.000000 Penalty: 3194.277100
	Iteration 5F: 3 clusters Score -5590127 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 31931 members 
Entering Unmasked Estep 
Score: -5591789.500000 Penalty: 3194.277100
	Iteration 6F: 3 clusters Score -5591790 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 34996 members 
Entering Unmasked Estep 
Score: -5594033.000000 Penalty: 3194.277100
	Iteration 7F: 3 clusters Score -5594033 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 38327 members 
Entering Unmasked Estep 
Score: -5596827.500000 Penalty: 3194.277100
	Iteration 8F: 3 clusters Score -5596828 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 41339 members 
Entering Unmasked Estep 
Score: -5599485.000000 Penalty: 3194.277100
	Iteration 9F: 3 clusters Score -5599485 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 43461 members 
Entering Unmasked Estep 
Score: -5601421.000000 Penalty: 3194.277100
	Iteration 10Q: 3 clusters Score -5601421 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 44571 members 
Entering Unmasked Estep 
Score: -5602365.000000 Penalty: 3194.277100
	Iteration 11Q: 3 clusters Score -5602365 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 45065 members 
Entering Unmasked Estep 
Score: -5602814.000000 Penalty: 3194.277100
	Iteration 12Q: 3 clusters Score -5602814 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 45257 members 
Entering Unmasked Estep 
Score: -5603012.000000 Penalty: 3194.277100
	Iteration 13Q: 3 clusters Score -5603012 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 45354 members 
Entering Unmasked Estep 
Score: -5603122.000000 Penalty: 3194.277100
	Iteration 14Q: 3 clusters Score -5603122 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 45411 members 
Entering Unmasked Estep 
Score: -5603209.500000 Penalty: 3194.277100
	Iteration 15Q: 3 clusters Score -5603210 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 45436 members 
Entering Unmasked Estep 
Score: -5603247.500000 Penalty: 3194.277100
	Iteration 16Q: 3 clusters Score -5603248 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 45453 members 
Entering Unmasked Estep 
Score: -5603277.000000 Penalty: 3194.277100
	Iteration 17Q: 3 clusters Score -5603277 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 45470 members 
Entering Unmasked Estep 
Score: -5603301.500000 Penalty: 3194.277100
	Iteration 18Q: 3 clusters Score -5603302 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 45480 members 
Entering Unmasked Estep 
Score: -5603323.500000 Penalty: 3194.277100
	Iteration 19Q: 3 clusters Score -5603324 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 45489 members 
Entering Unmasked Estep 
Score: -5603331.000000 Penalty: 3194.277100
	Iteration 20F: 3 clusters Score -5603331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 45493 members 
Entering Unmasked Estep 
Score: -5603339.000000 Penalty: 3194.277100
	Iteration 21Q: 3 clusters Score -5603339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 45494 members 
Entering Unmasked Estep 
Score: -5603340.000000 Penalty: 3194.277100
	Iteration 22Q: 3 clusters Score -5603340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 45495 members 
Entering Unmasked Estep 
Score: -5603341.500000 Penalty: 3194.277100
	Iteration 23Q: 3 clusters Score -5603342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 45496 members 
Entering Unmasked Estep 
Score: -5603349.500000 Penalty: 3194.277100
	Iteration 24Q: 3 clusters Score -5603350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 45500 members 
Entering Unmasked Estep 
Score: -5603350.000000 Penalty: 3194.277100
	Iteration 25Q: 3 clusters Score -5603350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 45495 members 
Entering Unmasked Estep 
Score: -5603355.000000 Penalty: 3194.277100
	Iteration 26Q: 3 clusters Score -5603355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 45495 members 
Entering Unmasked Estep 
Score: -5603354.000000 Penalty: 3194.277100
	Iteration 27Q: 3 clusters Score -5603354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 45495 members 
Entering Unmasked Estep 
Score: -5603354.000000 Penalty: 3194.277100
	Iteration 28Q: 3 clusters Score -5603354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 45495 members 
Entering Unmasked Estep 
Score: -5603354.000000 Penalty: 3194.277100
	Iteration 29F: 3 clusters Score -5603354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Entering Unmasked Estep 
Score: -885555.250000 Penalty: 1316.807739
	Iteration 0F: 2 clusters Score -885555.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -880742.375000 Penalty: 2633.615479
	Iteration 0F: 3 clusters Score -880742.4 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -882265.562500 Penalty: 2633.615479
	Iteration 1F: 3 clusters Score -882265.6 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -882507.000000 Penalty: 2633.615479
	Iteration 2F: 3 clusters Score -882507 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -882635.125000 Penalty: 2633.615479
	Iteration 3Q: 3 clusters Score -882635.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -882728.625000 Penalty: 2633.615479
	Iteration 4Q: 3 clusters Score -882728.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -882784.500000 Penalty: 2633.615479
	Iteration 5Q: 3 clusters Score -882784.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -882833.812500 Penalty: 2633.615479
	Iteration 6Q: 3 clusters Score -882833.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -882872.937500 Penalty: 2633.615479
	Iteration 7Q: 3 clusters Score -882872.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -882912.812500 Penalty: 2633.615479
	Iteration 8Q: 3 clusters Score -882912.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -882949.875000 Penalty: 2633.615479
	Iteration 9Q: 3 clusters Score -882949.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -882989.875000 Penalty: 2633.615479
	Iteration 10Q: 3 clusters Score -882989.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -883038.312500 Penalty: 2633.615479
	Iteration 11Q: 3 clusters Score -883038.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -883088.750000 Penalty: 2633.615479
	Iteration 12Q: 3 clusters Score -883088.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -883139.250000 Penalty: 2633.615479
	Iteration 13Q: 3 clusters Score -883139.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -883195.500000 Penalty: 2633.615479
	Iteration 14Q: 3 clusters Score -883195.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -883254.750000 Penalty: 2633.615479
	Iteration 15Q: 3 clusters Score -883254.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -883333.125000 Penalty: 2633.615479
	Iteration 16Q: 3 clusters Score -883333.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -883417.500000 Penalty: 2633.615479
	Iteration 17Q: 3 clusters Score -883417.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -883518.687500 Penalty: 2633.615479
	Iteration 18Q: 3 clusters Score -883518.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -883603.062500 Penalty: 2633.615479
	Iteration 19Q: 3 clusters Score -883603.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -883681.312500 Penalty: 2633.615479
	Iteration 20F: 3 clusters Score -883681.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -883756.187500 Penalty: 2633.615479
	Iteration 21Q: 3 clusters Score -883756.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -883840.125000 Penalty: 2633.615479
	Iteration 22Q: 3 clusters Score -883840.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -883942.375000 Penalty: 2633.615479
	Iteration 23Q: 3 clusters Score -883942.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -884043.437500 Penalty: 2633.615479
	Iteration 24Q: 3 clusters Score -884043.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -884141.687500 Penalty: 2633.615479
	Iteration 25Q: 3 clusters Score -884141.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -884213.437500 Penalty: 2633.615479
	Iteration 26Q: 3 clusters Score -884213.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -884272.812500 Penalty: 2633.615479
	Iteration 27Q: 3 clusters Score -884272.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -884333.375000 Penalty: 2633.615479
	Iteration 28Q: 3 clusters Score -884333.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -884377.250000 Penalty: 2633.615479
	Iteration 29Q: 3 clusters Score -884377.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -884412.750000 Penalty: 2633.615479
	Iteration 30Q: 3 clusters Score -884412.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -884442.500000 Penalty: 2633.615479
	Iteration 31Q: 3 clusters Score -884442.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -884455.250000 Penalty: 2633.615479
	Iteration 32Q: 3 clusters Score -884455.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -884468.875000 Penalty: 2633.615479
	Iteration 33Q: 3 clusters Score -884468.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -884478.125000 Penalty: 2633.615479
	Iteration 34Q: 3 clusters Score -884478.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -884491.500000 Penalty: 2633.615479
	Iteration 35Q: 3 clusters Score -884491.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -884503.875000 Penalty: 2633.615479
	Iteration 36Q: 3 clusters Score -884503.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -884514.562500 Penalty: 2633.615479
	Iteration 37Q: 3 clusters Score -884514.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -884524.125000 Penalty: 2633.615479
	Iteration 38Q: 3 clusters Score -884524.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -884533.812500 Penalty: 2633.615479
	Iteration 39Q: 3 clusters Score -884533.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -884537.187500 Penalty: 2633.615479
	Iteration 40F: 3 clusters Score -884537.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -884545.625000 Penalty: 2633.615479
	Iteration 41Q: 3 clusters Score -884545.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -884550.437500 Penalty: 2633.615479
	Iteration 42Q: 3 clusters Score -884550.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -884557.500000 Penalty: 2633.615479
	Iteration 43Q: 3 clusters Score -884557.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -884560.062500 Penalty: 2633.615479
	Iteration 44Q: 3 clusters Score -884560.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -884564.125000 Penalty: 2633.615479
	Iteration 45Q: 3 clusters Score -884564.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -884564.375000 Penalty: 2633.615479
	Iteration 46Q: 3 clusters Score -884564.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -884565.500000 Penalty: 2633.615479
	Iteration 47Q: 3 clusters Score -884565.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -884566.875000 Penalty: 2633.615479
	Iteration 48Q: 3 clusters Score -884566.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -884567.937500 Penalty: 2633.615479
	Iteration 49Q: 3 clusters Score -884567.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -884570.375000 Penalty: 2633.615479
	Iteration 50Q: 3 clusters Score -884570.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -884570.375000 Penalty: 2633.615479
	Iteration 51F: 3 clusters Score -884570.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Entering Unmasked Estep 
Score: -652768.062500 Penalty: 1279.880981
	Iteration 0F: 2 clusters Score -652768.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -648822.937500 Penalty: 2559.761963
	Iteration 0F: 3 clusters Score -648822.9 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -650007.812500 Penalty: 2559.761963
	Iteration 1F: 3 clusters Score -650007.8 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -650222.312500 Penalty: 2559.761963
	Iteration 2F: 3 clusters Score -650222.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -650351.937500 Penalty: 2559.761963
	Iteration 3F: 3 clusters Score -650351.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -650439.625000 Penalty: 2559.761963
	Iteration 4Q: 3 clusters Score -650439.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -650510.750000 Penalty: 2559.761963
	Iteration 5Q: 3 clusters Score -650510.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -650562.562500 Penalty: 2559.761963
	Iteration 6Q: 3 clusters Score -650562.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -650604.812500 Penalty: 2559.761963
	Iteration 7Q: 3 clusters Score -650604.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -650635.937500 Penalty: 2559.761963
	Iteration 8Q: 3 clusters Score -650635.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -650662.750000 Penalty: 2559.761963
	Iteration 9Q: 3 clusters Score -650662.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -650691.875000 Penalty: 2559.761963
	Iteration 10Q: 3 clusters Score -650691.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -650719.250000 Penalty: 2559.761963
	Iteration 11Q: 3 clusters Score -650719.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -650744.375000 Penalty: 2559.761963
	Iteration 12Q: 3 clusters Score -650744.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -650775.437500 Penalty: 2559.761963
	Iteration 13Q: 3 clusters Score -650775.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -650807.750000 Penalty: 2559.761963
	Iteration 14Q: 3 clusters Score -650807.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -650848.250000 Penalty: 2559.761963
	Iteration 15Q: 3 clusters Score -650848.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -650886.812500 Penalty: 2559.761963
	Iteration 16Q: 3 clusters Score -650886.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -650918.000000 Penalty: 2559.761963
	Iteration 17Q: 3 clusters Score -650918 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -650950.437500 Penalty: 2559.761963
	Iteration 18Q: 3 clusters Score -650950.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -650979.687500 Penalty: 2559.761963
	Iteration 19Q: 3 clusters Score -650979.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -651001.812500 Penalty: 2559.761963
	Iteration 20F: 3 clusters Score -651001.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -651025.125000 Penalty: 2559.761963
	Iteration 21Q: 3 clusters Score -651025.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -651054.875000 Penalty: 2559.761963
	Iteration 22Q: 3 clusters Score -651054.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -651087.625000 Penalty: 2559.761963
	Iteration 23Q: 3 clusters Score -651087.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -651121.437500 Penalty: 2559.761963
	Iteration 24Q: 3 clusters Score -651121.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -651166.437500 Penalty: 2559.761963
	Iteration 25Q: 3 clusters Score -651166.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -651211.750000 Penalty: 2559.761963
	Iteration 26Q: 3 clusters Score -651211.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -651259.562500 Penalty: 2559.761963
	Iteration 27Q: 3 clusters Score -651259.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -651305.937500 Penalty: 2559.761963
	Iteration 28Q: 3 clusters Score -651305.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -651364.062500 Penalty: 2559.761963
	Iteration 29Q: 3 clusters Score -651364.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -651436.937500 Penalty: 2559.761963
	Iteration 30Q: 3 clusters Score -651436.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -651512.937500 Penalty: 2559.761963
	Iteration 31Q: 3 clusters Score -651512.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -651609.000000 Penalty: 2559.761963
	Iteration 32Q: 3 clusters Score -651609 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -651700.000000 Penalty: 2559.761963
	Iteration 33Q: 3 clusters Score -651700 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -651774.062500 Penalty: 2559.761963
	Iteration 34Q: 3 clusters Score -651774.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -651835.125000 Penalty: 2559.761963
	Iteration 35Q: 3 clusters Score -651835.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -651884.687500 Penalty: 2559.761963
	Iteration 36Q: 3 clusters Score -651884.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -651933.062500 Penalty: 2559.761963
	Iteration 37Q: 3 clusters Score -651933.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -651971.000000 Penalty: 2559.761963
	Iteration 38Q: 3 clusters Score -651971 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -651995.187500 Penalty: 2559.761963
	Iteration 39Q: 3 clusters Score -651995.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -652020.437500 Penalty: 2559.761963
	Iteration 40F: 3 clusters Score -652020.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -652044.875000 Penalty: 2559.761963
	Iteration 41Q: 3 clusters Score -652044.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -652063.187500 Penalty: 2559.761963
	Iteration 42Q: 3 clusters Score -652063.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -652077.687500 Penalty: 2559.761963
	Iteration 43Q: 3 clusters Score -652077.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -652086.437500 Penalty: 2559.761963
	Iteration 44Q: 3 clusters Score -652086.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -652096.312500 Penalty: 2559.761963
	Iteration 45Q: 3 clusters Score -652096.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -652107.437500 Penalty: 2559.761963
	Iteration 46Q: 3 clusters Score -652107.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -652113.937500 Penalty: 2559.761963
	Iteration 47Q: 3 clusters Score -652113.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -652117.250000 Penalty: 2559.761963
	Iteration 48Q: 3 clusters Score -652117.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -652118.812500 Penalty: 2559.761963
	Iteration 49Q: 3 clusters Score -652118.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -652119.875000 Penalty: 2559.761963
	Iteration 50Q: 3 clusters Score -652119.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -652121.562500 Penalty: 2559.761963
	Iteration 51Q: 3 clusters Score -652121.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -652122.375000 Penalty: 2559.761963
	Iteration 52Q: 3 clusters Score -652122.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -652122.375000 Penalty: 2559.761963
	Iteration 53F: 3 clusters Score -652122.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Entering Unmasked Estep 
Score: -1004111.750000 Penalty: 1343.541748
	Iteration 0F: 2 clusters Score -1004112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -998322.750000 Penalty: 2687.083496
	Iteration 0F: 3 clusters Score -998322.8 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1000172.312500 Penalty: 2687.083496
	Iteration 1F: 3 clusters Score -1000172 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1000457.000000 Penalty: 2687.083496
	Iteration 2F: 3 clusters Score -1000457 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1000666.187500 Penalty: 2687.083496
	Iteration 3F: 3 clusters Score -1000666 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1000807.187500 Penalty: 2687.083496
	Iteration 4Q: 3 clusters Score -1000807 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1000919.375000 Penalty: 2687.083496
	Iteration 5Q: 3 clusters Score -1000919 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1001022.312500 Penalty: 2687.083496
	Iteration 6Q: 3 clusters Score -1001022 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1001131.500000 Penalty: 2687.083496
	Iteration 7Q: 3 clusters Score -1001132 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1001232.187500 Penalty: 2687.083496
	Iteration 8Q: 3 clusters Score -1001232 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1001350.750000 Penalty: 2687.083496
	Iteration 9Q: 3 clusters Score -1001351 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1001467.625000 Penalty: 2687.083496
	Iteration 10Q: 3 clusters Score -1001468 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1001606.250000 Penalty: 2687.083496
	Iteration 11Q: 3 clusters Score -1001606 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1001749.687500 Penalty: 2687.083496
	Iteration 12Q: 3 clusters Score -1001750 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1001911.500000 Penalty: 2687.083496
	Iteration 13Q: 3 clusters Score -1001912 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1002085.500000 Penalty: 2687.083496
	Iteration 14Q: 3 clusters Score -1002086 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1002284.250000 Penalty: 2687.083496
	Iteration 15Q: 3 clusters Score -1002284 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1002491.375000 Penalty: 2687.083496
	Iteration 16Q: 3 clusters Score -1002491 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1002678.562500 Penalty: 2687.083496
	Iteration 17Q: 3 clusters Score -1002679 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1002844.562500 Penalty: 2687.083496
	Iteration 18Q: 3 clusters Score -1002845 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1002941.125000 Penalty: 2687.083496
	Iteration 19Q: 3 clusters Score -1002941 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1003024.625000 Penalty: 2687.083496
	Iteration 20F: 3 clusters Score -1003025 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1003071.437500 Penalty: 2687.083496
	Iteration 21Q: 3 clusters Score -1003071 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1003111.750000 Penalty: 2687.083496
	Iteration 22Q: 3 clusters Score -1003112 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1003149.375000 Penalty: 2687.083496
	Iteration 23Q: 3 clusters Score -1003149 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1003176.187500 Penalty: 2687.083496
	Iteration 24Q: 3 clusters Score -1003176 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1003196.750000 Penalty: 2687.083496
	Iteration 25Q: 3 clusters Score -1003197 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1003219.500000 Penalty: 2687.083496
	Iteration 26Q: 3 clusters Score -1003220 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1003240.750000 Penalty: 2687.083496
	Iteration 27Q: 3 clusters Score -1003241 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1003263.000000 Penalty: 2687.083496
	Iteration 28Q: 3 clusters Score -1003263 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1003277.750000 Penalty: 2687.083496
	Iteration 29Q: 3 clusters Score -1003278 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1003296.250000 Penalty: 2687.083496
	Iteration 30Q: 3 clusters Score -1003296 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1003314.437500 Penalty: 2687.083496
	Iteration 31Q: 3 clusters Score -1003314 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1003333.062500 Penalty: 2687.083496
	Iteration 32Q: 3 clusters Score -1003333 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1003345.875000 Penalty: 2687.083496
	Iteration 33Q: 3 clusters Score -1003346 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1003357.062500 Penalty: 2687.083496
	Iteration 34Q: 3 clusters Score -1003357 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1003366.500000 Penalty: 2687.083496
	Iteration 35Q: 3 clusters Score -1003366 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1003381.062500 Penalty: 2687.083496
	Iteration 36Q: 3 clusters Score -1003381 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1003398.937500 Penalty: 2687.083496
	Iteration 37Q: 3 clusters Score -1003399 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1003417.312500 Penalty: 2687.083496
	Iteration 38Q: 3 clusters Score -1003417 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1003428.750000 Penalty: 2687.083496
	Iteration 39Q: 3 clusters Score -1003429 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1003442.437500 Penalty: 2687.083496
	Iteration 40F: 3 clusters Score -1003442 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1003447.500000 Penalty: 2687.083496
	Iteration 41Q: 3 clusters Score -1003448 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1003458.312500 Penalty: 2687.083496
	Iteration 42Q: 3 clusters Score -1003458 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1003465.500000 Penalty: 2687.083496
	Iteration 43Q: 3 clusters Score -1003466 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1003472.375000 Penalty: 2687.083496
	Iteration 44Q: 3 clusters Score -1003472 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1003483.250000 Penalty: 2687.083496
	Iteration 45Q: 3 clusters Score -1003483 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1003490.875000 Penalty: 2687.083496
	Iteration 46Q: 3 clusters Score -1003491 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1003496.750000 Penalty: 2687.083496
	Iteration 47Q: 3 clusters Score -1003497 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1003501.437500 Penalty: 2687.083496
	Iteration 48Q: 3 clusters Score -1003501 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1003505.562500 Penalty: 2687.083496
	Iteration 49Q: 3 clusters Score -1003506 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1003510.687500 Penalty: 2687.083496
	Iteration 50Q: 3 clusters Score -1003511 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1003513.750000 Penalty: 2687.083496
	Iteration 51Q: 3 clusters Score -1003514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1003516.125000 Penalty: 2687.083496
	Iteration 52Q: 3 clusters Score -1003516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1003519.000000 Penalty: 2687.083496
	Iteration 53Q: 3 clusters Score -1003519 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1003521.250000 Penalty: 2687.083496
	Iteration 54Q: 3 clusters Score -1003521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1003524.500000 Penalty: 2687.083496
	Iteration 55Q: 3 clusters Score -1003524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1003523.187500 Penalty: 2687.083496
	Iteration 56Q: 3 clusters Score -1003523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1003526.000000 Penalty: 2687.083496
	Iteration 57Q: 3 clusters Score -1003526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1003526.000000 Penalty: 2687.083496
	Iteration 58F: 3 clusters Score -1003526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Entering Unmasked Estep 
Score: -1174774.125000 Penalty: 1367.795898
	Iteration 0F: 2 clusters Score -1174774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1168099.125000 Penalty: 2735.591797
	Iteration 0F: 3 clusters Score -1168099 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1170241.000000 Penalty: 2735.591797
	Iteration 1F: 3 clusters Score -1170241 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1170556.000000 Penalty: 2735.591797
	Iteration 2F: 3 clusters Score -1170556 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1170821.000000 Penalty: 2735.591797
	Iteration 3F: 3 clusters Score -1170821 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1171083.125000 Penalty: 2735.591797
	Iteration 4Q: 3 clusters Score -1171083 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1171395.125000 Penalty: 2735.591797
	Iteration 5F: 3 clusters Score -1171395 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1171732.875000 Penalty: 2735.591797
	Iteration 6F: 3 clusters Score -1171733 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1172148.000000 Penalty: 2735.591797
	Iteration 7F: 3 clusters Score -1172148 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1172566.375000 Penalty: 2735.591797
	Iteration 8F: 3 clusters Score -1172566 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1172925.375000 Penalty: 2735.591797
	Iteration 9Q: 3 clusters Score -1172925 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1173235.875000 Penalty: 2735.591797
	Iteration 10Q: 3 clusters Score -1173236 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1173465.500000 Penalty: 2735.591797
	Iteration 11Q: 3 clusters Score -1173466 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1173619.250000 Penalty: 2735.591797
	Iteration 12Q: 3 clusters Score -1173619 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1173742.250000 Penalty: 2735.591797
	Iteration 13Q: 3 clusters Score -1173742 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1173841.875000 Penalty: 2735.591797
	Iteration 14Q: 3 clusters Score -1173842 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1173938.500000 Penalty: 2735.591797
	Iteration 15Q: 3 clusters Score -1173938 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1174002.500000 Penalty: 2735.591797
	Iteration 16Q: 3 clusters Score -1174002 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1174058.625000 Penalty: 2735.591797
	Iteration 17Q: 3 clusters Score -1174059 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1174103.750000 Penalty: 2735.591797
	Iteration 18Q: 3 clusters Score -1174104 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1174129.750000 Penalty: 2735.591797
	Iteration 19Q: 3 clusters Score -1174130 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1174150.750000 Penalty: 2735.591797
	Iteration 20F: 3 clusters Score -1174151 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1174161.750000 Penalty: 2735.591797
	Iteration 21Q: 3 clusters Score -1174162 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1174173.875000 Penalty: 2735.591797
	Iteration 22Q: 3 clusters Score -1174174 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1174185.375000 Penalty: 2735.591797
	Iteration 23Q: 3 clusters Score -1174185 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1174201.500000 Penalty: 2735.591797
	Iteration 24Q: 3 clusters Score -1174202 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1174213.500000 Penalty: 2735.591797
	Iteration 25Q: 3 clusters Score -1174214 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1174227.000000 Penalty: 2735.591797
	Iteration 26Q: 3 clusters Score -1174227 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1174234.250000 Penalty: 2735.591797
	Iteration 27Q: 3 clusters Score -1174234 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1174242.750000 Penalty: 2735.591797
	Iteration 28Q: 3 clusters Score -1174243 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1174242.750000 Penalty: 2735.591797
	Iteration 29Q: 3 clusters Score -1174243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1174245.750000 Penalty: 2735.591797
	Iteration 30Q: 3 clusters Score -1174246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1174244.875000 Penalty: 2735.591797
	Iteration 31Q: 3 clusters Score -1174245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1174248.750000 Penalty: 2735.591797
	Iteration 32Q: 3 clusters Score -1174249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1174249.125000 Penalty: 2735.591797
	Iteration 33Q: 3 clusters Score -1174249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1174249.375000 Penalty: 2735.591797
	Iteration 34Q: 3 clusters Score -1174249 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1174249.375000 Penalty: 2735.591797
	Iteration 35F: 3 clusters Score -1174249 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Entering Unmasked Estep 
Score: -1178596.875000 Penalty: 1359.475952
	Iteration 0F: 2 clusters Score -1178597 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1172312.000000 Penalty: 2718.951904
	Iteration 0F: 3 clusters Score -1172312 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1174439.625000 Penalty: 2718.951904
	Iteration 1F: 3 clusters Score -1174440 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1174741.250000 Penalty: 2718.951904
	Iteration 2F: 3 clusters Score -1174741 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1174979.500000 Penalty: 2718.951904
	Iteration 3F: 3 clusters Score -1174980 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1175183.375000 Penalty: 2718.951904
	Iteration 4Q: 3 clusters Score -1175183 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1175380.500000 Penalty: 2718.951904
	Iteration 5Q: 3 clusters Score -1175380 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1175552.500000 Penalty: 2718.951904
	Iteration 6Q: 3 clusters Score -1175552 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1175700.500000 Penalty: 2718.951904
	Iteration 7Q: 3 clusters Score -1175700 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1175835.125000 Penalty: 2718.951904
	Iteration 8Q: 3 clusters Score -1175835 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1175958.125000 Penalty: 2718.951904
	Iteration 9Q: 3 clusters Score -1175958 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1176073.125000 Penalty: 2718.951904
	Iteration 10Q: 3 clusters Score -1176073 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1176177.750000 Penalty: 2718.951904
	Iteration 11Q: 3 clusters Score -1176178 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1176269.000000 Penalty: 2718.951904
	Iteration 12Q: 3 clusters Score -1176269 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1176377.000000 Penalty: 2718.951904
	Iteration 13Q: 3 clusters Score -1176377 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1176479.000000 Penalty: 2718.951904
	Iteration 14Q: 3 clusters Score -1176479 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1176565.000000 Penalty: 2718.951904
	Iteration 15Q: 3 clusters Score -1176565 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1176640.875000 Penalty: 2718.951904
	Iteration 16Q: 3 clusters Score -1176641 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1176708.500000 Penalty: 2718.951904
	Iteration 17Q: 3 clusters Score -1176708 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1176767.625000 Penalty: 2718.951904
	Iteration 18Q: 3 clusters Score -1176768 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1176834.125000 Penalty: 2718.951904
	Iteration 19Q: 3 clusters Score -1176834 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1176891.125000 Penalty: 2718.951904
	Iteration 20F: 3 clusters Score -1176891 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1176967.375000 Penalty: 2718.951904
	Iteration 21Q: 3 clusters Score -1176967 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1177038.000000 Penalty: 2718.951904
	Iteration 22Q: 3 clusters Score -1177038 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1177114.750000 Penalty: 2718.951904
	Iteration 23Q: 3 clusters Score -1177115 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1177192.750000 Penalty: 2718.951904
	Iteration 24Q: 3 clusters Score -1177193 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1177245.250000 Penalty: 2718.951904
	Iteration 25Q: 3 clusters Score -1177245 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1177297.375000 Penalty: 2718.951904
	Iteration 26Q: 3 clusters Score -1177297 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1177334.625000 Penalty: 2718.951904
	Iteration 27Q: 3 clusters Score -1177335 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1177356.125000 Penalty: 2718.951904
	Iteration 28Q: 3 clusters Score -1177356 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1177376.625000 Penalty: 2718.951904
	Iteration 29Q: 3 clusters Score -1177377 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1177387.000000 Penalty: 2718.951904
	Iteration 30Q: 3 clusters Score -1177387 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1177405.875000 Penalty: 2718.951904
	Iteration 31Q: 3 clusters Score -1177406 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1177423.250000 Penalty: 2718.951904
	Iteration 32Q: 3 clusters Score -1177423 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1177438.375000 Penalty: 2718.951904
	Iteration 33Q: 3 clusters Score -1177438 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1177454.125000 Penalty: 2718.951904
	Iteration 34Q: 3 clusters Score -1177454 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1177468.875000 Penalty: 2718.951904
	Iteration 35Q: 3 clusters Score -1177469 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1177480.875000 Penalty: 2718.951904
	Iteration 36Q: 3 clusters Score -1177481 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1177489.750000 Penalty: 2718.951904
	Iteration 37Q: 3 clusters Score -1177490 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1177500.250000 Penalty: 2718.951904
	Iteration 38Q: 3 clusters Score -1177500 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1177506.250000 Penalty: 2718.951904
	Iteration 39Q: 3 clusters Score -1177506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1177511.125000 Penalty: 2718.951904
	Iteration 40F: 3 clusters Score -1177511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1177512.875000 Penalty: 2718.951904
	Iteration 41Q: 3 clusters Score -1177513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1177515.500000 Penalty: 2718.951904
	Iteration 42Q: 3 clusters Score -1177516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1177516.500000 Penalty: 2718.951904
	Iteration 43Q: 3 clusters Score -1177516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1177518.250000 Penalty: 2718.951904
	Iteration 44Q: 3 clusters Score -1177518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1177522.250000 Penalty: 2718.951904
	Iteration 45Q: 3 clusters Score -1177522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1177530.125000 Penalty: 2718.951904
	Iteration 46Q: 3 clusters Score -1177530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1177529.625000 Penalty: 2718.951904
	Iteration 47Q: 3 clusters Score -1177530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1177529.750000 Penalty: 2718.951904
	Iteration 48Q: 3 clusters Score -1177530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1177531.125000 Penalty: 2718.951904
	Iteration 49Q: 3 clusters Score -1177531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1177532.625000 Penalty: 2718.951904
	Iteration 50Q: 3 clusters Score -1177533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1177532.625000 Penalty: 2718.951904
	Iteration 51F: 3 clusters Score -1177533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Entering Unmasked Estep 
Score: -330524.031250 Penalty: 1184.132202
	Iteration 0F: 2 clusters Score -330524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -328155.187500 Penalty: 2368.264404
	Iteration 0F: 3 clusters Score -328155.2 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -328857.656250 Penalty: 2368.264404
	Iteration 1F: 3 clusters Score -328857.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -329085.718750 Penalty: 2368.264404
	Iteration 2F: 3 clusters Score -329085.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -329264.250000 Penalty: 2368.264404
	Iteration 3F: 3 clusters Score -329264.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -329440.750000 Penalty: 2368.264404
	Iteration 4F: 3 clusters Score -329440.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -329588.312500 Penalty: 2368.264404
	Iteration 5Q: 3 clusters Score -329588.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -329712.593750 Penalty: 2368.264404
	Iteration 6Q: 3 clusters Score -329712.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -329811.500000 Penalty: 2368.264404
	Iteration 7Q: 3 clusters Score -329811.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -329888.656250 Penalty: 2368.264404
	Iteration 8Q: 3 clusters Score -329888.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -329938.125000 Penalty: 2368.264404
	Iteration 9Q: 3 clusters Score -329938.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -329975.468750 Penalty: 2368.264404
	Iteration 10Q: 3 clusters Score -329975.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -330014.375000 Penalty: 2368.264404
	Iteration 11Q: 3 clusters Score -330014.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -330055.500000 Penalty: 2368.264404
	Iteration 12Q: 3 clusters Score -330055.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -330113.031250 Penalty: 2368.264404
	Iteration 13Q: 3 clusters Score -330113 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -330173.562500 Penalty: 2368.264404
	Iteration 14Q: 3 clusters Score -330173.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -330228.593750 Penalty: 2368.264404
	Iteration 15Q: 3 clusters Score -330228.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -330274.593750 Penalty: 2368.264404
	Iteration 16Q: 3 clusters Score -330274.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -330335.875000 Penalty: 2368.264404
	Iteration 17Q: 3 clusters Score -330335.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -330388.656250 Penalty: 2368.264404
	Iteration 18Q: 3 clusters Score -330388.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -330419.718750 Penalty: 2368.264404
	Iteration 19Q: 3 clusters Score -330419.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -330440.687500 Penalty: 2368.264404
	Iteration 20F: 3 clusters Score -330440.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -330468.562500 Penalty: 2368.264404
	Iteration 21Q: 3 clusters Score -330468.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -330491.437500 Penalty: 2368.264404
	Iteration 22Q: 3 clusters Score -330491.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -330505.156250 Penalty: 2368.264404
	Iteration 23Q: 3 clusters Score -330505.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -330515.781250 Penalty: 2368.264404
	Iteration 24Q: 3 clusters Score -330515.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -330522.500000 Penalty: 2368.264404
	Iteration 25Q: 3 clusters Score -330522.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -330525.093750 Penalty: 2368.264404
	Iteration 26Q: 3 clusters Score -330525.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -330525.875000 Penalty: 2368.264404
	Iteration 27Q: 3 clusters Score -330525.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -330527.875000 Penalty: 2368.264404
	Iteration 28Q: 3 clusters Score -330527.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -330528.062500 Penalty: 2368.264404
	Iteration 29Q: 3 clusters Score -330528.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -330529.906250 Penalty: 2368.264404
	Iteration 30Q: 3 clusters Score -330529.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -330532.000000 Penalty: 2368.264404
	Iteration 31Q: 3 clusters Score -330532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -330533.406250 Penalty: 2368.264404
	Iteration 32Q: 3 clusters Score -330533.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -330534.812500 Penalty: 2368.264404
	Iteration 33Q: 3 clusters Score -330534.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -330536.531250 Penalty: 2368.264404
	Iteration 34Q: 3 clusters Score -330536.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -330539.250000 Penalty: 2368.264404
	Iteration 35Q: 3 clusters Score -330539.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -330538.906250 Penalty: 2368.264404
	Iteration 36Q: 3 clusters Score -330538.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -330538.906250 Penalty: 2368.264404
	Iteration 37F: 3 clusters Score -330538.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73949 members 
Mstep: Class 2 contains 41348 members 
Mstep: Class 3 contains 8589 members 
Mstep: Class 4 contains 2626 members 
Mstep: Class 5 contains 67682 members 
Mstep: Class 6 contains 45865 members 
Mstep: Class 7 contains 6971 members 
Mstep: Class 8 contains 5439 members 
Mstep: Class 9 contains 8343 members 
Mstep: Class 10 contains 9820 members 
Mstep: Class 11 contains 9286 members 
Mstep: Class 12 contains 1418 members 
Mstep: Class 13 contains 10850 members 
Mstep: Class 14 contains 1633 members 
Mstep: Class 15 contains 11768 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24809 members 
Mstep: Class 18 contains 24233 members 
Mstep: Class 19 contains 7570 members 
Mstep: Class 20 contains 35652 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 6221 members 
Mstep: Class 23 contains 22167 members 
Mstep: Class 24 contains 6063 members 
Mstep: Class 25 contains 16251 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 58870 members 
Mstep: Class 28 contains 4784 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35074 members 
Mstep: Class 31 contains 21742 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 84326 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Mstep: Class 39 contains 1440 members 
Entering Unmasked Estep 
Score: -80992640.000000 Penalty: 77823.304688
Splitting cluster 12 changes total score from -80993520.000000 to -80992640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (10850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Entering Unmasked Estep 
Score: -1308113.750000 Penalty: 1382.637817
	Iteration 0F: 2 clusters Score -1308114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1300804.750000 Penalty: 2765.275635
	Iteration 0F: 3 clusters Score -1300805 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1303641.125000 Penalty: 2765.275635
	Iteration 1F: 3 clusters Score -1303641 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1304380.500000 Penalty: 2765.275635
	Iteration 2F: 3 clusters Score -1304380 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1305110.000000 Penalty: 2765.275635
	Iteration 3F: 3 clusters Score -1305110 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1305732.750000 Penalty: 2765.275635
	Iteration 4F: 3 clusters Score -1305733 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1306280.875000 Penalty: 2765.275635
	Iteration 5F: 3 clusters Score -1306281 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1306705.500000 Penalty: 2765.275635
	Iteration 6F: 3 clusters Score -1306706 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1307028.375000 Penalty: 2765.275635
	Iteration 7Q: 3 clusters Score -1307028 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1307298.375000 Penalty: 2765.275635
	Iteration 8Q: 3 clusters Score -1307298 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1307492.375000 Penalty: 2765.275635
	Iteration 9Q: 3 clusters Score -1307492 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1307640.500000 Penalty: 2765.275635
	Iteration 10Q: 3 clusters Score -1307640 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1307747.500000 Penalty: 2765.275635
	Iteration 11Q: 3 clusters Score -1307748 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1307829.750000 Penalty: 2765.275635
	Iteration 12Q: 3 clusters Score -1307830 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1307891.875000 Penalty: 2765.275635
	Iteration 13Q: 3 clusters Score -1307892 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1307942.500000 Penalty: 2765.275635
	Iteration 14Q: 3 clusters Score -1307942 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1307984.125000 Penalty: 2765.275635
	Iteration 15Q: 3 clusters Score -1307984 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1308012.875000 Penalty: 2765.275635
	Iteration 16Q: 3 clusters Score -1308013 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1308035.750000 Penalty: 2765.275635
	Iteration 17Q: 3 clusters Score -1308036 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1308051.375000 Penalty: 2765.275635
	Iteration 18Q: 3 clusters Score -1308051 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1308074.750000 Penalty: 2765.275635
	Iteration 19Q: 3 clusters Score -1308075 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1308094.000000 Penalty: 2765.275635
	Iteration 20F: 3 clusters Score -1308094 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1308114.250000 Penalty: 2765.275635
	Iteration 21Q: 3 clusters Score -1308114 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1308129.375000 Penalty: 2765.275635
	Iteration 22Q: 3 clusters Score -1308129 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1308140.750000 Penalty: 2765.275635
	Iteration 23Q: 3 clusters Score -1308141 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1308154.500000 Penalty: 2765.275635
	Iteration 24Q: 3 clusters Score -1308154 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1308165.875000 Penalty: 2765.275635
	Iteration 25Q: 3 clusters Score -1308166 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1308171.875000 Penalty: 2765.275635
	Iteration 26Q: 3 clusters Score -1308172 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1308186.125000 Penalty: 2765.275635
	Iteration 27Q: 3 clusters Score -1308186 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1308197.000000 Penalty: 2765.275635
	Iteration 28Q: 3 clusters Score -1308197 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1308215.500000 Penalty: 2765.275635
	Iteration 29Q: 3 clusters Score -1308216 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1308237.875000 Penalty: 2765.275635
	Iteration 30Q: 3 clusters Score -1308238 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1308253.000000 Penalty: 2765.275635
	Iteration 31Q: 3 clusters Score -1308253 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1308259.125000 Penalty: 2765.275635
	Iteration 32Q: 3 clusters Score -1308259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1308260.500000 Penalty: 2765.275635
	Iteration 33Q: 3 clusters Score -1308260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1308260.500000 Penalty: 2765.275635
	Iteration 34F: 3 clusters Score -1308260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73949 members 
Mstep: Class 2 contains 41348 members 
Mstep: Class 3 contains 8589 members 
Mstep: Class 4 contains 2626 members 
Mstep: Class 5 contains 67682 members 
Mstep: Class 6 contains 45865 members 
Mstep: Class 7 contains 6971 members 
Mstep: Class 8 contains 5439 members 
Mstep: Class 9 contains 8343 members 
Mstep: Class 10 contains 9820 members 
Mstep: Class 11 contains 9286 members 
Mstep: Class 12 contains 2858 members 
Mstep: Class 13 contains 9828 members 
Mstep: Class 14 contains 1633 members 
Mstep: Class 15 contains 11768 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24809 members 
Mstep: Class 18 contains 24233 members 
Mstep: Class 19 contains 7570 members 
Mstep: Class 20 contains 35652 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 6221 members 
Mstep: Class 23 contains 22167 members 
Mstep: Class 24 contains 6063 members 
Mstep: Class 25 contains 16251 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 58870 members 
Mstep: Class 28 contains 4784 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35074 members 
Mstep: Class 31 contains 21742 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 84326 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Mstep: Class 39 contains 1022 members 
Entering Unmasked Estep 
Score: -80992928.000000 Penalty: 77823.304688
Splitting cluster 13 changes total score from -80993520.000000 to -80992928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (1633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Entering Unmasked Estep 
Score: -187416.484375 Penalty: 1100.848389
	Iteration 0F: 2 clusters Score -187416.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -185784.734375 Penalty: 2201.696777
	Iteration 0F: 3 clusters Score -185784.7 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -186205.593750 Penalty: 2201.696777
	Iteration 1F: 3 clusters Score -186205.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -186310.578125 Penalty: 2201.696777
	Iteration 2F: 3 clusters Score -186310.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -186373.656250 Penalty: 2201.696777
	Iteration 3Q: 3 clusters Score -186373.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -186407.187500 Penalty: 2201.696777
	Iteration 4Q: 3 clusters Score -186407.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -186427.500000 Penalty: 2201.696777
	Iteration 5Q: 3 clusters Score -186427.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -186439.140625 Penalty: 2201.696777
	Iteration 6Q: 3 clusters Score -186439.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -186445.640625 Penalty: 2201.696777
	Iteration 7Q: 3 clusters Score -186445.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -186450.656250 Penalty: 2201.696777
	Iteration 8Q: 3 clusters Score -186450.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -186456.578125 Penalty: 2201.696777
	Iteration 9Q: 3 clusters Score -186456.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -186462.515625 Penalty: 2201.696777
	Iteration 10Q: 3 clusters Score -186462.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -186467.703125 Penalty: 2201.696777
	Iteration 11Q: 3 clusters Score -186467.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -186471.031250 Penalty: 2201.696777
	Iteration 12Q: 3 clusters Score -186471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -186472.921875 Penalty: 2201.696777
	Iteration 13Q: 3 clusters Score -186472.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -186472.984375 Penalty: 2201.696777
	Iteration 14Q: 3 clusters Score -186473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -186473.375000 Penalty: 2201.696777
	Iteration 15Q: 3 clusters Score -186473.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -186473.375000 Penalty: 2201.696777
	Iteration 16F: 3 clusters Score -186473.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Entering Unmasked Estep 
Score: -1491672.000000 Penalty: 1394.723145
	Iteration 0F: 2 clusters Score -1491672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1483785.875000 Penalty: 2789.446289
	Iteration 0F: 3 clusters Score -1483786 nChanged 4954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1486403.125000 Penalty: 2789.446289
	Iteration 1F: 3 clusters Score -1486403 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1486732.375000 Penalty: 2789.446289
	Iteration 2F: 3 clusters Score -1486732 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1487006.875000 Penalty: 2789.446289
	Iteration 3F: 3 clusters Score -1487007 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1487254.625000 Penalty: 2789.446289
	Iteration 4Q: 3 clusters Score -1487255 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1487463.250000 Penalty: 2789.446289
	Iteration 5Q: 3 clusters Score -1487463 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1487636.750000 Penalty: 2789.446289
	Iteration 6Q: 3 clusters Score -1487637 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1487807.250000 Penalty: 2789.446289
	Iteration 7Q: 3 clusters Score -1487807 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1487953.625000 Penalty: 2789.446289
	Iteration 8Q: 3 clusters Score -1487954 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1488095.250000 Penalty: 2789.446289
	Iteration 9Q: 3 clusters Score -1488095 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1488228.250000 Penalty: 2789.446289
	Iteration 10Q: 3 clusters Score -1488228 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1488353.250000 Penalty: 2789.446289
	Iteration 11Q: 3 clusters Score -1488353 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1488499.500000 Penalty: 2789.446289
	Iteration 12Q: 3 clusters Score -1488500 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1488655.625000 Penalty: 2789.446289
	Iteration 13Q: 3 clusters Score -1488656 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1488818.375000 Penalty: 2789.446289
	Iteration 14Q: 3 clusters Score -1488818 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1488996.125000 Penalty: 2789.446289
	Iteration 15Q: 3 clusters Score -1488996 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1489190.000000 Penalty: 2789.446289
	Iteration 16Q: 3 clusters Score -1489190 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1489382.000000 Penalty: 2789.446289
	Iteration 17Q: 3 clusters Score -1489382 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1489569.750000 Penalty: 2789.446289
	Iteration 18Q: 3 clusters Score -1489570 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1489738.750000 Penalty: 2789.446289
	Iteration 19Q: 3 clusters Score -1489739 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1489906.500000 Penalty: 2789.446289
	Iteration 20F: 3 clusters Score -1489906 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -1490065.250000 Penalty: 2789.446289
	Iteration 21Q: 3 clusters Score -1490065 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -1490182.125000 Penalty: 2789.446289
	Iteration 22Q: 3 clusters Score -1490182 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -1490277.875000 Penalty: 2789.446289
	Iteration 23Q: 3 clusters Score -1490278 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -1490346.250000 Penalty: 2789.446289
	Iteration 24Q: 3 clusters Score -1490346 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -1490405.625000 Penalty: 2789.446289
	Iteration 25Q: 3 clusters Score -1490406 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -1490453.625000 Penalty: 2789.446289
	Iteration 26Q: 3 clusters Score -1490454 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -1490487.500000 Penalty: 2789.446289
	Iteration 27Q: 3 clusters Score -1490488 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -1490506.250000 Penalty: 2789.446289
	Iteration 28Q: 3 clusters Score -1490506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -1490515.125000 Penalty: 2789.446289
	Iteration 29Q: 3 clusters Score -1490515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -1490519.500000 Penalty: 2789.446289
	Iteration 30Q: 3 clusters Score -1490520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -1490524.375000 Penalty: 2789.446289
	Iteration 31Q: 3 clusters Score -1490524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -1490528.750000 Penalty: 2789.446289
	Iteration 32Q: 3 clusters Score -1490529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -1490528.750000 Penalty: 2789.446289
	Iteration 33Q: 3 clusters Score -1490529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -1490532.125000 Penalty: 2789.446289
	Iteration 34Q: 3 clusters Score -1490532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -1490532.375000 Penalty: 2789.446289
	Iteration 35Q: 3 clusters Score -1490532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -1490532.375000 Penalty: 2789.446289
	Iteration 36F: 3 clusters Score -1490532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Entering Unmasked Estep 
Score: -13132.311523 Penalty: 781.538330
	Iteration 0F: 2 clusters Score -13132.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -12593.428711 Penalty: 1563.076660
	Iteration 0F: 3 clusters Score -12593.43 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -12743.541016 Penalty: 1563.076660
	Iteration 1F: 3 clusters Score -12743.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -12860.972656 Penalty: 1563.076660
	Iteration 2Q: 3 clusters Score -12860.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -12932.570312 Penalty: 1563.076660
	Iteration 3Q: 3 clusters Score -12932.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -12950.708008 Penalty: 1563.076660
	Iteration 4Q: 3 clusters Score -12950.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -12953.005859 Penalty: 1563.076660
	Iteration 5Q: 3 clusters Score -12953.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -12953.005859 Penalty: 1563.076660
	Iteration 6F: 3 clusters Score -12953.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (24809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24809 members 
Entering Unmasked Estep 
Score: -2905798.250000 Penalty: 1505.701538
	Iteration 0F: 2 clusters Score -2905798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -2889767.500000 Penalty: 3011.403076
	Iteration 0F: 3 clusters Score -2889768 nChanged 11018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -2895563.500000 Penalty: 3011.403076
	Iteration 1F: 3 clusters Score -2895564 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -2895980.250000 Penalty: 3011.403076
	Iteration 2Q: 3 clusters Score -2895980 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -2896314.000000 Penalty: 3011.403076
	Iteration 3Q: 3 clusters Score -2896314 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -2896609.000000 Penalty: 3011.403076
	Iteration 4Q: 3 clusters Score -2896609 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -2896892.250000 Penalty: 3011.403076
	Iteration 5Q: 3 clusters Score -2896892 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -2897148.750000 Penalty: 3011.403076
	Iteration 6Q: 3 clusters Score -2897149 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -2897422.750000 Penalty: 3011.403076
	Iteration 7Q: 3 clusters Score -2897423 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -2897732.000000 Penalty: 3011.403076
	Iteration 8Q: 3 clusters Score -2897732 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -2898130.000000 Penalty: 3011.403076
	Iteration 9Q: 3 clusters Score -2898130 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -2898682.750000 Penalty: 3011.403076
	Iteration 10Q: 3 clusters Score -2898683 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -2899447.500000 Penalty: 3011.403076
	Iteration 11Q: 3 clusters Score -2899448 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -2900403.250000 Penalty: 3011.403076
	Iteration 12F: 3 clusters Score -2900403 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
Score: -2901486.500000 Penalty: 3011.403076
	Iteration 13F: 3 clusters Score -2901486 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 22069 members 
Entering Unmasked Estep 
Score: -2902530.000000 Penalty: 3011.403076
	Iteration 14Q: 3 clusters Score -2902530 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 23002 members 
Entering Unmasked Estep 
Score: -2903360.250000 Penalty: 3011.403076
	Iteration 15Q: 3 clusters Score -2903360 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 23585 members 
Entering Unmasked Estep 
Score: -2903860.500000 Penalty: 3011.403076
	Iteration 16Q: 3 clusters Score -2903860 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 23918 members 
Entering Unmasked Estep 
Score: -2904134.250000 Penalty: 3011.403076
	Iteration 17Q: 3 clusters Score -2904134 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 24129 members 
Entering Unmasked Estep 
Score: -2904324.750000 Penalty: 3011.403076
	Iteration 18Q: 3 clusters Score -2904325 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 24247 members 
Entering Unmasked Estep 
Score: -2904446.750000 Penalty: 3011.403076
	Iteration 19Q: 3 clusters Score -2904447 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 24316 members 
Entering Unmasked Estep 
Score: -2904507.000000 Penalty: 3011.403076
	Iteration 20F: 3 clusters Score -2904507 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 24355 members 
Entering Unmasked Estep 
Score: -2904558.500000 Penalty: 3011.403076
	Iteration 21Q: 3 clusters Score -2904558 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 24384 members 
Entering Unmasked Estep 
Score: -2904593.750000 Penalty: 3011.403076
	Iteration 22Q: 3 clusters Score -2904594 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
Score: -2904617.750000 Penalty: 3011.403076
	Iteration 23Q: 3 clusters Score -2904618 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 24426 members 
Entering Unmasked Estep 
Score: -2904645.000000 Penalty: 3011.403076
	Iteration 24Q: 3 clusters Score -2904645 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 24439 members 
Entering Unmasked Estep 
Score: -2904658.500000 Penalty: 3011.403076
	Iteration 25Q: 3 clusters Score -2904658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 24443 members 
Entering Unmasked Estep 
Score: -2904669.500000 Penalty: 3011.403076
	Iteration 26Q: 3 clusters Score -2904670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 24446 members 
Entering Unmasked Estep 
Score: -2904673.000000 Penalty: 3011.403076
	Iteration 27Q: 3 clusters Score -2904673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 24448 members 
Entering Unmasked Estep 
Score: -2904672.750000 Penalty: 3011.403076
	Iteration 28Q: 3 clusters Score -2904673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
Score: -2904674.750000 Penalty: 3011.403076
	Iteration 29Q: 3 clusters Score -2904675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
Score: -2904674.750000 Penalty: 3011.403076
	Iteration 30F: 3 clusters Score -2904675 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (24233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24233 members 
Entering Unmasked Estep 
Score: -3024620.000000 Penalty: 1502.206055
	Iteration 0F: 2 clusters Score -3024620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -3008833.000000 Penalty: 3004.412109
	Iteration 0F: 3 clusters Score -3008833 nChanged 10771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -3014596.500000 Penalty: 3004.412109
	Iteration 1F: 3 clusters Score -3014596 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -3014948.000000 Penalty: 3004.412109
	Iteration 2Q: 3 clusters Score -3014948 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -3015269.750000 Penalty: 3004.412109
	Iteration 3Q: 3 clusters Score -3015270 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -3015538.750000 Penalty: 3004.412109
	Iteration 4Q: 3 clusters Score -3015539 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -3015874.250000 Penalty: 3004.412109
	Iteration 5Q: 3 clusters Score -3015874 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -3016285.000000 Penalty: 3004.412109
	Iteration 6Q: 3 clusters Score -3016285 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -3016863.500000 Penalty: 3004.412109
	Iteration 7Q: 3 clusters Score -3016864 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -3017615.250000 Penalty: 3004.412109
	Iteration 8F: 3 clusters Score -3017615 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -3018686.500000 Penalty: 3004.412109
	Iteration 9F: 3 clusters Score -3018686 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -3019961.500000 Penalty: 3004.412109
	Iteration 10F: 3 clusters Score -3019962 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21812 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -3021220.000000 Penalty: 3004.412109
	Iteration 11F: 3 clusters Score -3021220 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22862 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -3022175.000000 Penalty: 3004.412109
	Iteration 12Q: 3 clusters Score -3022175 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23484 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -3022752.750000 Penalty: 3004.412109
	Iteration 13Q: 3 clusters Score -3022753 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23784 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -3023076.000000 Penalty: 3004.412109
	Iteration 14Q: 3 clusters Score -3023076 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23901 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -3023212.250000 Penalty: 3004.412109
	Iteration 15Q: 3 clusters Score -3023212 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23950 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -3023291.750000 Penalty: 3004.412109
	Iteration 16Q: 3 clusters Score -3023292 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -3023322.500000 Penalty: 3004.412109
	Iteration 17Q: 3 clusters Score -3023322 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23994 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -3023359.250000 Penalty: 3004.412109
	Iteration 18Q: 3 clusters Score -3023359 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -3023387.750000 Penalty: 3004.412109
	Iteration 19Q: 3 clusters Score -3023388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -3023399.000000 Penalty: 3004.412109
	Iteration 20F: 3 clusters Score -3023399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -3023405.500000 Penalty: 3004.412109
	Iteration 21Q: 3 clusters Score -3023406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -3023410.750000 Penalty: 3004.412109
	Iteration 22Q: 3 clusters Score -3023411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -3023412.750000 Penalty: 3004.412109
	Iteration 23Q: 3 clusters Score -3023413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -3023412.750000 Penalty: 3004.412109
	Iteration 24F: 3 clusters Score -3023413 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Entering Unmasked Estep 
Score: -911213.750000 Penalty: 1329.073975
	Iteration 0F: 2 clusters Score -911213.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -905936.562500 Penalty: 2658.147949
	Iteration 0F: 3 clusters Score -905936.6 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -907568.000000 Penalty: 2658.147949
	Iteration 1F: 3 clusters Score -907568 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -907841.187500 Penalty: 2658.147949
	Iteration 2F: 3 clusters Score -907841.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -908022.937500 Penalty: 2658.147949
	Iteration 3Q: 3 clusters Score -908022.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -908143.000000 Penalty: 2658.147949
	Iteration 4Q: 3 clusters Score -908143 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -908241.250000 Penalty: 2658.147949
	Iteration 5Q: 3 clusters Score -908241.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -908337.375000 Penalty: 2658.147949
	Iteration 6Q: 3 clusters Score -908337.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -908422.625000 Penalty: 2658.147949
	Iteration 7Q: 3 clusters Score -908422.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -908510.625000 Penalty: 2658.147949
	Iteration 8Q: 3 clusters Score -908510.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -908605.000000 Penalty: 2658.147949
	Iteration 9Q: 3 clusters Score -908605 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -908707.625000 Penalty: 2658.147949
	Iteration 10Q: 3 clusters Score -908707.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -908821.000000 Penalty: 2658.147949
	Iteration 11Q: 3 clusters Score -908821 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -908955.500000 Penalty: 2658.147949
	Iteration 12Q: 3 clusters Score -908955.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -909102.437500 Penalty: 2658.147949
	Iteration 13Q: 3 clusters Score -909102.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -909230.875000 Penalty: 2658.147949
	Iteration 14Q: 3 clusters Score -909230.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -909368.937500 Penalty: 2658.147949
	Iteration 15Q: 3 clusters Score -909368.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -909511.562500 Penalty: 2658.147949
	Iteration 16Q: 3 clusters Score -909511.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -909653.625000 Penalty: 2658.147949
	Iteration 17Q: 3 clusters Score -909653.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -909755.500000 Penalty: 2658.147949
	Iteration 18Q: 3 clusters Score -909755.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -909833.687500 Penalty: 2658.147949
	Iteration 19Q: 3 clusters Score -909833.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -909882.062500 Penalty: 2658.147949
	Iteration 20F: 3 clusters Score -909882.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -909932.250000 Penalty: 2658.147949
	Iteration 21Q: 3 clusters Score -909932.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -909972.500000 Penalty: 2658.147949
	Iteration 22Q: 3 clusters Score -909972.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -909996.375000 Penalty: 2658.147949
	Iteration 23Q: 3 clusters Score -909996.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -910021.625000 Penalty: 2658.147949
	Iteration 24Q: 3 clusters Score -910021.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -910048.187500 Penalty: 2658.147949
	Iteration 25Q: 3 clusters Score -910048.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -910081.187500 Penalty: 2658.147949
	Iteration 26Q: 3 clusters Score -910081.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -910108.375000 Penalty: 2658.147949
	Iteration 27Q: 3 clusters Score -910108.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -910126.437500 Penalty: 2658.147949
	Iteration 28Q: 3 clusters Score -910126.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -910141.812500 Penalty: 2658.147949
	Iteration 29Q: 3 clusters Score -910141.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -910153.625000 Penalty: 2658.147949
	Iteration 30Q: 3 clusters Score -910153.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -910160.562500 Penalty: 2658.147949
	Iteration 31Q: 3 clusters Score -910160.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -910165.625000 Penalty: 2658.147949
	Iteration 32Q: 3 clusters Score -910165.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -910169.062500 Penalty: 2658.147949
	Iteration 33Q: 3 clusters Score -910169.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -910171.562500 Penalty: 2658.147949
	Iteration 34Q: 3 clusters Score -910171.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -910170.687500 Penalty: 2658.147949
	Iteration 35Q: 3 clusters Score -910170.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -910170.687500 Penalty: 2658.147949
	Iteration 36F: 3 clusters Score -910170.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (35652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35652 members 
Entering Unmasked Estep 
Score: -4479281.500000 Penalty: 1559.656250
	Iteration 0F: 2 clusters Score -4479282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -4456343.000000 Penalty: 3119.312500
	Iteration 0F: 3 clusters Score -4456343 nChanged 16208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -4465054.000000 Penalty: 3119.312500
	Iteration 1F: 3 clusters Score -4465054 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -4465635.000000 Penalty: 3119.312500
	Iteration 2Q: 3 clusters Score -4465635 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -4466340.000000 Penalty: 3119.312500
	Iteration 3Q: 3 clusters Score -4466340 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -4467290.500000 Penalty: 3119.312500
	Iteration 4F: 3 clusters Score -4467290 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 24888 members 
Entering Unmasked Estep 
Score: -4468594.500000 Penalty: 3119.312500
	Iteration 5F: 3 clusters Score -4468594 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 27297 members 
Entering Unmasked Estep 
Score: -4470353.500000 Penalty: 3119.312500
	Iteration 6F: 3 clusters Score -4470354 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 29869 members 
Entering Unmasked Estep 
Score: -4472543.500000 Penalty: 3119.312500
	Iteration 7F: 3 clusters Score -4472544 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 32216 members 
Entering Unmasked Estep 
Score: -4474744.500000 Penalty: 3119.312500
	Iteration 8F: 3 clusters Score -4474744 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 33912 members 
Entering Unmasked Estep 
Score: -4476411.000000 Penalty: 3119.312500
	Iteration 9Q: 3 clusters Score -4476411 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 34801 members 
Entering Unmasked Estep 
Score: -4477267.000000 Penalty: 3119.312500
	Iteration 10Q: 3 clusters Score -4477267 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 35161 members 
Entering Unmasked Estep 
Score: -4477675.500000 Penalty: 3119.312500
	Iteration 11Q: 3 clusters Score -4477676 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 35304 members 
Entering Unmasked Estep 
Score: -4477837.000000 Penalty: 3119.312500
	Iteration 12Q: 3 clusters Score -4477837 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 35345 members 
Entering Unmasked Estep 
Score: -4477902.500000 Penalty: 3119.312500
	Iteration 13Q: 3 clusters Score -4477902 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 35367 members 
Entering Unmasked Estep 
Score: -4477942.500000 Penalty: 3119.312500
	Iteration 14Q: 3 clusters Score -4477942 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 35386 members 
Entering Unmasked Estep 
Score: -4477973.000000 Penalty: 3119.312500
	Iteration 15Q: 3 clusters Score -4477973 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 35395 members 
Entering Unmasked Estep 
Score: -4478000.500000 Penalty: 3119.312500
	Iteration 16Q: 3 clusters Score -4478000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 35401 members 
Entering Unmasked Estep 
Score: -4478007.000000 Penalty: 3119.312500
	Iteration 17Q: 3 clusters Score -4478007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 35405 members 
Entering Unmasked Estep 
Score: -4478020.000000 Penalty: 3119.312500
	Iteration 18Q: 3 clusters Score -4478020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 35408 members 
Entering Unmasked Estep 
Score: -4478019.500000 Penalty: 3119.312500
	Iteration 19Q: 3 clusters Score -4478020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 35408 members 
Entering Unmasked Estep 
Score: -4478022.500000 Penalty: 3119.312500
	Iteration 20F: 3 clusters Score -4478022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 35410 members 
Entering Unmasked Estep 
Score: -4478026.500000 Penalty: 3119.312500
	Iteration 21Q: 3 clusters Score -4478026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 35411 members 
Entering Unmasked Estep 
Score: -4478028.500000 Penalty: 3119.312500
	Iteration 22Q: 3 clusters Score -4478028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 35412 members 
Entering Unmasked Estep 
Score: -4478032.000000 Penalty: 3119.312500
	Iteration 23Q: 3 clusters Score -4478032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 35413 members 
Entering Unmasked Estep 
Score: -4478031.500000 Penalty: 3119.312500
	Iteration 24Q: 3 clusters Score -4478032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 35413 members 
Entering Unmasked Estep 
Score: -4478031.500000 Penalty: 3119.312500
	Iteration 25F: 3 clusters Score -4478032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Entering Unmasked Estep 
Score: -1135349.875000 Penalty: 1354.456787
	Iteration 0F: 2 clusters Score -1135350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1129220.750000 Penalty: 2708.913574
	Iteration 0F: 3 clusters Score -1129221 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1131188.125000 Penalty: 2708.913574
	Iteration 1F: 3 clusters Score -1131188 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1131410.125000 Penalty: 2708.913574
	Iteration 2F: 3 clusters Score -1131410 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1131539.875000 Penalty: 2708.913574
	Iteration 3Q: 3 clusters Score -1131540 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1131646.250000 Penalty: 2708.913574
	Iteration 4Q: 3 clusters Score -1131646 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1131737.875000 Penalty: 2708.913574
	Iteration 5Q: 3 clusters Score -1131738 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1131811.625000 Penalty: 2708.913574
	Iteration 6Q: 3 clusters Score -1131812 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1131869.125000 Penalty: 2708.913574
	Iteration 7Q: 3 clusters Score -1131869 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1131922.125000 Penalty: 2708.913574
	Iteration 8Q: 3 clusters Score -1131922 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1131971.625000 Penalty: 2708.913574
	Iteration 9Q: 3 clusters Score -1131972 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1132019.125000 Penalty: 2708.913574
	Iteration 10Q: 3 clusters Score -1132019 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1132065.375000 Penalty: 2708.913574
	Iteration 11Q: 3 clusters Score -1132065 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1132103.875000 Penalty: 2708.913574
	Iteration 12Q: 3 clusters Score -1132104 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1132146.000000 Penalty: 2708.913574
	Iteration 13Q: 3 clusters Score -1132146 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1132192.125000 Penalty: 2708.913574
	Iteration 14Q: 3 clusters Score -1132192 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1132251.125000 Penalty: 2708.913574
	Iteration 15Q: 3 clusters Score -1132251 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1132303.375000 Penalty: 2708.913574
	Iteration 16Q: 3 clusters Score -1132303 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1132361.375000 Penalty: 2708.913574
	Iteration 17Q: 3 clusters Score -1132361 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1132414.500000 Penalty: 2708.913574
	Iteration 18Q: 3 clusters Score -1132414 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1132476.000000 Penalty: 2708.913574
	Iteration 19Q: 3 clusters Score -1132476 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1132560.375000 Penalty: 2708.913574
	Iteration 20F: 3 clusters Score -1132560 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1132660.250000 Penalty: 2708.913574
	Iteration 21Q: 3 clusters Score -1132660 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1132775.250000 Penalty: 2708.913574
	Iteration 22Q: 3 clusters Score -1132775 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1132901.500000 Penalty: 2708.913574
	Iteration 23Q: 3 clusters Score -1132902 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1133047.875000 Penalty: 2708.913574
	Iteration 24Q: 3 clusters Score -1133048 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1133206.000000 Penalty: 2708.913574
	Iteration 25Q: 3 clusters Score -1133206 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1133364.125000 Penalty: 2708.913574
	Iteration 26Q: 3 clusters Score -1133364 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1133498.500000 Penalty: 2708.913574
	Iteration 27Q: 3 clusters Score -1133498 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1133620.000000 Penalty: 2708.913574
	Iteration 28Q: 3 clusters Score -1133620 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1133735.000000 Penalty: 2708.913574
	Iteration 29Q: 3 clusters Score -1133735 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1133823.750000 Penalty: 2708.913574
	Iteration 30Q: 3 clusters Score -1133824 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1133892.500000 Penalty: 2708.913574
	Iteration 31Q: 3 clusters Score -1133892 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1133948.125000 Penalty: 2708.913574
	Iteration 32Q: 3 clusters Score -1133948 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1133997.625000 Penalty: 2708.913574
	Iteration 33Q: 3 clusters Score -1133998 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1134038.875000 Penalty: 2708.913574
	Iteration 34Q: 3 clusters Score -1134039 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1134068.625000 Penalty: 2708.913574
	Iteration 35Q: 3 clusters Score -1134069 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1134095.250000 Penalty: 2708.913574
	Iteration 36Q: 3 clusters Score -1134095 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1134116.875000 Penalty: 2708.913574
	Iteration 37Q: 3 clusters Score -1134117 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1134137.125000 Penalty: 2708.913574
	Iteration 38Q: 3 clusters Score -1134137 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1134152.750000 Penalty: 2708.913574
	Iteration 39Q: 3 clusters Score -1134153 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1134164.000000 Penalty: 2708.913574
	Iteration 40F: 3 clusters Score -1134164 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1134176.250000 Penalty: 2708.913574
	Iteration 41Q: 3 clusters Score -1134176 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1134183.375000 Penalty: 2708.913574
	Iteration 42Q: 3 clusters Score -1134183 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1134191.250000 Penalty: 2708.913574
	Iteration 43Q: 3 clusters Score -1134191 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1134197.250000 Penalty: 2708.913574
	Iteration 44Q: 3 clusters Score -1134197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1134198.250000 Penalty: 2708.913574
	Iteration 45Q: 3 clusters Score -1134198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1134203.250000 Penalty: 2708.913574
	Iteration 46Q: 3 clusters Score -1134203 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1134208.250000 Penalty: 2708.913574
	Iteration 47Q: 3 clusters Score -1134208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1134211.375000 Penalty: 2708.913574
	Iteration 48Q: 3 clusters Score -1134211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1134213.375000 Penalty: 2708.913574
	Iteration 49Q: 3 clusters Score -1134213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1134215.625000 Penalty: 2708.913574
	Iteration 50Q: 3 clusters Score -1134216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1134220.000000 Penalty: 2708.913574
	Iteration 51Q: 3 clusters Score -1134220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1134222.875000 Penalty: 2708.913574
	Iteration 52Q: 3 clusters Score -1134223 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1134227.000000 Penalty: 2708.913574
	Iteration 53Q: 3 clusters Score -1134227 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1134235.625000 Penalty: 2708.913574
	Iteration 54Q: 3 clusters Score -1134236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1134240.500000 Penalty: 2708.913574
	Iteration 55Q: 3 clusters Score -1134240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1134241.625000 Penalty: 2708.913574
	Iteration 56Q: 3 clusters Score -1134242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1134240.500000 Penalty: 2708.913574
	Iteration 57Q: 3 clusters Score -1134240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1134241.750000 Penalty: 2708.913574
	Iteration 58Q: 3 clusters Score -1134242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1134243.875000 Penalty: 2708.913574
	Iteration 59Q: 3 clusters Score -1134244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1134243.875000 Penalty: 2708.913574
	Iteration 60F: 3 clusters Score -1134244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Entering Unmasked Estep 
Score: -744531.187500 Penalty: 1299.870117
	Iteration 0F: 2 clusters Score -744531.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -740090.312500 Penalty: 2599.740234
	Iteration 0F: 3 clusters Score -740090.3 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -741452.125000 Penalty: 2599.740234
	Iteration 1F: 3 clusters Score -741452.1 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -741706.000000 Penalty: 2599.740234
	Iteration 2F: 3 clusters Score -741706 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -741874.687500 Penalty: 2599.740234
	Iteration 3F: 3 clusters Score -741874.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -742008.750000 Penalty: 2599.740234
	Iteration 4Q: 3 clusters Score -742008.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -742165.875000 Penalty: 2599.740234
	Iteration 5Q: 3 clusters Score -742165.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -742333.812500 Penalty: 2599.740234
	Iteration 6Q: 3 clusters Score -742333.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -742522.875000 Penalty: 2599.740234
	Iteration 7Q: 3 clusters Score -742522.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -742731.687500 Penalty: 2599.740234
	Iteration 8Q: 3 clusters Score -742731.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -742888.812500 Penalty: 2599.740234
	Iteration 9Q: 3 clusters Score -742888.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -743018.875000 Penalty: 2599.740234
	Iteration 10Q: 3 clusters Score -743018.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -743146.312500 Penalty: 2599.740234
	Iteration 11Q: 3 clusters Score -743146.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -743260.187500 Penalty: 2599.740234
	Iteration 12Q: 3 clusters Score -743260.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -743384.125000 Penalty: 2599.740234
	Iteration 13Q: 3 clusters Score -743384.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -743470.312500 Penalty: 2599.740234
	Iteration 14Q: 3 clusters Score -743470.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -743537.187500 Penalty: 2599.740234
	Iteration 15Q: 3 clusters Score -743537.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -743579.750000 Penalty: 2599.740234
	Iteration 16Q: 3 clusters Score -743579.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -743620.250000 Penalty: 2599.740234
	Iteration 17Q: 3 clusters Score -743620.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -743649.812500 Penalty: 2599.740234
	Iteration 18Q: 3 clusters Score -743649.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -743675.375000 Penalty: 2599.740234
	Iteration 19Q: 3 clusters Score -743675.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -743695.375000 Penalty: 2599.740234
	Iteration 20F: 3 clusters Score -743695.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -743710.375000 Penalty: 2599.740234
	Iteration 21Q: 3 clusters Score -743710.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -743721.812500 Penalty: 2599.740234
	Iteration 22Q: 3 clusters Score -743721.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -743730.625000 Penalty: 2599.740234
	Iteration 23Q: 3 clusters Score -743730.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -743743.125000 Penalty: 2599.740234
	Iteration 24Q: 3 clusters Score -743743.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -743752.875000 Penalty: 2599.740234
	Iteration 25Q: 3 clusters Score -743752.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -743764.062500 Penalty: 2599.740234
	Iteration 26Q: 3 clusters Score -743764.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -743772.937500 Penalty: 2599.740234
	Iteration 27Q: 3 clusters Score -743772.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -743785.500000 Penalty: 2599.740234
	Iteration 28Q: 3 clusters Score -743785.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -743796.562500 Penalty: 2599.740234
	Iteration 29Q: 3 clusters Score -743796.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -743806.625000 Penalty: 2599.740234
	Iteration 30Q: 3 clusters Score -743806.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -743816.062500 Penalty: 2599.740234
	Iteration 31Q: 3 clusters Score -743816.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -743824.125000 Penalty: 2599.740234
	Iteration 32Q: 3 clusters Score -743824.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -743830.750000 Penalty: 2599.740234
	Iteration 33Q: 3 clusters Score -743830.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -743839.625000 Penalty: 2599.740234
	Iteration 34Q: 3 clusters Score -743839.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -743849.250000 Penalty: 2599.740234
	Iteration 35Q: 3 clusters Score -743849.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -743864.375000 Penalty: 2599.740234
	Iteration 36Q: 3 clusters Score -743864.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -743874.625000 Penalty: 2599.740234
	Iteration 37Q: 3 clusters Score -743874.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -743884.312500 Penalty: 2599.740234
	Iteration 38Q: 3 clusters Score -743884.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -743891.187500 Penalty: 2599.740234
	Iteration 39Q: 3 clusters Score -743891.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -743902.250000 Penalty: 2599.740234
	Iteration 40F: 3 clusters Score -743902.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -743906.812500 Penalty: 2599.740234
	Iteration 41Q: 3 clusters Score -743906.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -743909.437500 Penalty: 2599.740234
	Iteration 42Q: 3 clusters Score -743909.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -743911.750000 Penalty: 2599.740234
	Iteration 43Q: 3 clusters Score -743911.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -743915.312500 Penalty: 2599.740234
	Iteration 44Q: 3 clusters Score -743915.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -743916.062500 Penalty: 2599.740234
	Iteration 45Q: 3 clusters Score -743916.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -743917.562500 Penalty: 2599.740234
	Iteration 46Q: 3 clusters Score -743917.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -743917.062500 Penalty: 2599.740234
	Iteration 47Q: 3 clusters Score -743917.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -743919.750000 Penalty: 2599.740234
	Iteration 48Q: 3 clusters Score -743919.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -743921.125000 Penalty: 2599.740234
	Iteration 49Q: 3 clusters Score -743921.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -743922.437500 Penalty: 2599.740234
	Iteration 50Q: 3 clusters Score -743922.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -743927.125000 Penalty: 2599.740234
	Iteration 51Q: 3 clusters Score -743927.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -743930.250000 Penalty: 2599.740234
	Iteration 52Q: 3 clusters Score -743930.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -743931.812500 Penalty: 2599.740234
	Iteration 53Q: 3 clusters Score -743931.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -743934.250000 Penalty: 2599.740234
	Iteration 54Q: 3 clusters Score -743934.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -743934.375000 Penalty: 2599.740234
	Iteration 55Q: 3 clusters Score -743934.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -743934.312500 Penalty: 2599.740234
	Iteration 56Q: 3 clusters Score -743934.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -743937.062500 Penalty: 2599.740234
	Iteration 57Q: 3 clusters Score -743937.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -743938.625000 Penalty: 2599.740234
	Iteration 58Q: 3 clusters Score -743938.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -743938.687500 Penalty: 2599.740234
	Iteration 59Q: 3 clusters Score -743938.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -743938.687500 Penalty: 2599.740234
	Iteration 60F: 3 clusters Score -743938.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (22167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22167 members 
Entering Unmasked Estep 
Score: -2804329.750000 Penalty: 1488.946411
	Iteration 0F: 2 clusters Score -2804330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -2789885.500000 Penalty: 2977.892822
	Iteration 0F: 3 clusters Score -2789886 nChanged 9847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -2795218.500000 Penalty: 2977.892822
	Iteration 1F: 3 clusters Score -2795218 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -2795662.000000 Penalty: 2977.892822
	Iteration 2F: 3 clusters Score -2795662 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -2796106.000000 Penalty: 2977.892822
	Iteration 3Q: 3 clusters Score -2796106 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -2796599.750000 Penalty: 2977.892822
	Iteration 4Q: 3 clusters Score -2796600 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -2797190.000000 Penalty: 2977.892822
	Iteration 5Q: 3 clusters Score -2797190 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -2797862.000000 Penalty: 2977.892822
	Iteration 6F: 3 clusters Score -2797862 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -2798561.500000 Penalty: 2977.892822
	Iteration 7F: 3 clusters Score -2798562 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -2799210.750000 Penalty: 2977.892822
	Iteration 8F: 3 clusters Score -2799211 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -2799717.500000 Penalty: 2977.892822
	Iteration 9Q: 3 clusters Score -2799718 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -2800125.250000 Penalty: 2977.892822
	Iteration 10Q: 3 clusters Score -2800125 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -2800462.750000 Penalty: 2977.892822
	Iteration 11Q: 3 clusters Score -2800463 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -2800779.750000 Penalty: 2977.892822
	Iteration 12Q: 3 clusters Score -2800780 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -2801085.000000 Penalty: 2977.892822
	Iteration 13Q: 3 clusters Score -2801085 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -2801393.500000 Penalty: 2977.892822
	Iteration 14Q: 3 clusters Score -2801394 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -2801716.500000 Penalty: 2977.892822
	Iteration 15Q: 3 clusters Score -2801716 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -2802002.500000 Penalty: 2977.892822
	Iteration 16Q: 3 clusters Score -2802002 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -2802213.750000 Penalty: 2977.892822
	Iteration 17Q: 3 clusters Score -2802214 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -2802382.750000 Penalty: 2977.892822
	Iteration 18Q: 3 clusters Score -2802383 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -2802555.750000 Penalty: 2977.892822
	Iteration 19Q: 3 clusters Score -2802556 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -2802656.750000 Penalty: 2977.892822
	Iteration 20F: 3 clusters Score -2802657 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -2802772.000000 Penalty: 2977.892822
	Iteration 21Q: 3 clusters Score -2802772 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -2802839.750000 Penalty: 2977.892822
	Iteration 22Q: 3 clusters Score -2802840 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -2802913.750000 Penalty: 2977.892822
	Iteration 23Q: 3 clusters Score -2802914 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -2802974.750000 Penalty: 2977.892822
	Iteration 24Q: 3 clusters Score -2802975 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -2803022.500000 Penalty: 2977.892822
	Iteration 25Q: 3 clusters Score -2803022 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -2803067.250000 Penalty: 2977.892822
	Iteration 26Q: 3 clusters Score -2803067 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -2803120.000000 Penalty: 2977.892822
	Iteration 27Q: 3 clusters Score -2803120 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -2803169.500000 Penalty: 2977.892822
	Iteration 28Q: 3 clusters Score -2803170 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -2803213.500000 Penalty: 2977.892822
	Iteration 29Q: 3 clusters Score -2803214 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -2803256.750000 Penalty: 2977.892822
	Iteration 30Q: 3 clusters Score -2803257 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -2803285.500000 Penalty: 2977.892822
	Iteration 31Q: 3 clusters Score -2803286 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -2803312.000000 Penalty: 2977.892822
	Iteration 32Q: 3 clusters Score -2803312 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -2803327.000000 Penalty: 2977.892822
	Iteration 33Q: 3 clusters Score -2803327 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20302 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -2803344.500000 Penalty: 2977.892822
	Iteration 34Q: 3 clusters Score -2803344 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -2803342.000000 Penalty: 2977.892822
	Iteration 35Q: 3 clusters Score -2803342 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -2803361.500000 Penalty: 2977.892822
	Iteration 36Q: 3 clusters Score -2803362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2803361.500000 Penalty: 2977.892822
	Iteration 37Q: 3 clusters Score -2803362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20378 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2803367.000000 Penalty: 2977.892822
	Iteration 38Q: 3 clusters Score -2803367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20383 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2803366.000000 Penalty: 2977.892822
	Iteration 39Q: 3 clusters Score -2803366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -2803371.000000 Penalty: 2977.892822
	Iteration 40F: 3 clusters Score -2803371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20397 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -2803372.500000 Penalty: 2977.892822
	Iteration 41Q: 3 clusters Score -2803372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -2803366.500000 Penalty: 2977.892822
	Iteration 42Q: 3 clusters Score -2803366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2803369.250000 Penalty: 2977.892822
	Iteration 43Q: 3 clusters Score -2803369 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2803373.500000 Penalty: 2977.892822
	Iteration 44Q: 3 clusters Score -2803374 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -2803373.500000 Penalty: 2977.892822
	Iteration 45Q: 3 clusters Score -2803374 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20453 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -2803376.750000 Penalty: 2977.892822
	Iteration 46Q: 3 clusters Score -2803377 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2803378.500000 Penalty: 2977.892822
	Iteration 47Q: 3 clusters Score -2803378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2803377.750000 Penalty: 2977.892822
	Iteration 48Q: 3 clusters Score -2803378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2803376.250000 Penalty: 2977.892822
	Iteration 49Q: 3 clusters Score -2803376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -2803375.500000 Penalty: 2977.892822
	Iteration 50Q: 3 clusters Score -2803376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2803375.500000 Penalty: 2977.892822
	Iteration 51Q: 3 clusters Score -2803376 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2803382.750000 Penalty: 2977.892822
	Iteration 52Q: 3 clusters Score -2803383 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20534 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -2803382.000000 Penalty: 2977.892822
	Iteration 53Q: 3 clusters Score -2803382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -2803389.500000 Penalty: 2977.892822
	Iteration 54Q: 3 clusters Score -2803390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2803394.500000 Penalty: 2977.892822
	Iteration 55Q: 3 clusters Score -2803394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20552 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2803398.000000 Penalty: 2977.892822
	Iteration 56Q: 3 clusters Score -2803398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2803395.250000 Penalty: 2977.892822
	Iteration 57Q: 3 clusters Score -2803395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2803404.000000 Penalty: 2977.892822
	Iteration 58Q: 3 clusters Score -2803404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2803405.750000 Penalty: 2977.892822
	Iteration 59Q: 3 clusters Score -2803406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2803398.750000 Penalty: 2977.892822
	Iteration 60F: 3 clusters Score -2803399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2803401.000000 Penalty: 2977.892822
	Iteration 61Q: 3 clusters Score -2803401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2803396.250000 Penalty: 2977.892822
	Iteration 62Q: 3 clusters Score -2803396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -2803395.500000 Penalty: 2977.892822
	Iteration 63Q: 3 clusters Score -2803396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -2803398.000000 Penalty: 2977.892822
	Iteration 64Q: 3 clusters Score -2803398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2803398.250000 Penalty: 2977.892822
	Iteration 65Q: 3 clusters Score -2803398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2803402.750000 Penalty: 2977.892822
	Iteration 66Q: 3 clusters Score -2803403 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20600 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2803399.500000 Penalty: 2977.892822
	Iteration 67Q: 3 clusters Score -2803400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2803404.000000 Penalty: 2977.892822
	Iteration 68Q: 3 clusters Score -2803404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2803407.250000 Penalty: 2977.892822
	Iteration 69Q: 3 clusters Score -2803407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -2803404.750000 Penalty: 2977.892822
	Iteration 70Q: 3 clusters Score -2803405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2803407.000000 Penalty: 2977.892822
	Iteration 71Q: 3 clusters Score -2803407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20620 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2803412.250000 Penalty: 2977.892822
	Iteration 72Q: 3 clusters Score -2803412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20621 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2803410.500000 Penalty: 2977.892822
	Iteration 73Q: 3 clusters Score -2803410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20621 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2803410.500000 Penalty: 2977.892822
	Iteration 74F: 3 clusters Score -2803410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Entering Unmasked Estep 
Score: -711615.875000 Penalty: 1296.042114
	Iteration 0F: 2 clusters Score -711615.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -707226.437500 Penalty: 2592.084229
	Iteration 0F: 3 clusters Score -707226.4 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -708543.187500 Penalty: 2592.084229
	Iteration 1F: 3 clusters Score -708543.2 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -708863.187500 Penalty: 2592.084229
	Iteration 2F: 3 clusters Score -708863.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -709109.812500 Penalty: 2592.084229
	Iteration 3F: 3 clusters Score -709109.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -709350.437500 Penalty: 2592.084229
	Iteration 4F: 3 clusters Score -709350.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -709553.750000 Penalty: 2592.084229
	Iteration 5Q: 3 clusters Score -709553.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -709737.187500 Penalty: 2592.084229
	Iteration 6Q: 3 clusters Score -709737.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -709905.687500 Penalty: 2592.084229
	Iteration 7Q: 3 clusters Score -709905.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -710077.250000 Penalty: 2592.084229
	Iteration 8Q: 3 clusters Score -710077.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -710234.000000 Penalty: 2592.084229
	Iteration 9Q: 3 clusters Score -710234 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -710352.375000 Penalty: 2592.084229
	Iteration 10Q: 3 clusters Score -710352.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -710478.625000 Penalty: 2592.084229
	Iteration 11Q: 3 clusters Score -710478.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -710602.437500 Penalty: 2592.084229
	Iteration 12Q: 3 clusters Score -710602.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -710715.562500 Penalty: 2592.084229
	Iteration 13Q: 3 clusters Score -710715.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -710798.125000 Penalty: 2592.084229
	Iteration 14Q: 3 clusters Score -710798.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -710849.812500 Penalty: 2592.084229
	Iteration 15Q: 3 clusters Score -710849.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -710881.812500 Penalty: 2592.084229
	Iteration 16Q: 3 clusters Score -710881.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -710908.250000 Penalty: 2592.084229
	Iteration 17Q: 3 clusters Score -710908.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -710930.000000 Penalty: 2592.084229
	Iteration 18Q: 3 clusters Score -710930 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -710948.750000 Penalty: 2592.084229
	Iteration 19Q: 3 clusters Score -710948.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -710966.625000 Penalty: 2592.084229
	Iteration 20F: 3 clusters Score -710966.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -710975.500000 Penalty: 2592.084229
	Iteration 21Q: 3 clusters Score -710975.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -710983.125000 Penalty: 2592.084229
	Iteration 22Q: 3 clusters Score -710983.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -710989.875000 Penalty: 2592.084229
	Iteration 23Q: 3 clusters Score -710989.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -710995.250000 Penalty: 2592.084229
	Iteration 24Q: 3 clusters Score -710995.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -710999.812500 Penalty: 2592.084229
	Iteration 25Q: 3 clusters Score -710999.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -711001.750000 Penalty: 2592.084229
	Iteration 26Q: 3 clusters Score -711001.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -711003.750000 Penalty: 2592.084229
	Iteration 27Q: 3 clusters Score -711003.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -711004.250000 Penalty: 2592.084229
	Iteration 28Q: 3 clusters Score -711004.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -711006.937500 Penalty: 2592.084229
	Iteration 29Q: 3 clusters Score -711006.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -711008.625000 Penalty: 2592.084229
	Iteration 30Q: 3 clusters Score -711008.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -711011.375000 Penalty: 2592.084229
	Iteration 31Q: 3 clusters Score -711011.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -711013.375000 Penalty: 2592.084229
	Iteration 32Q: 3 clusters Score -711013.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -711015.375000 Penalty: 2592.084229
	Iteration 33Q: 3 clusters Score -711015.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -711017.687500 Penalty: 2592.084229
	Iteration 34Q: 3 clusters Score -711017.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -711018.937500 Penalty: 2592.084229
	Iteration 35Q: 3 clusters Score -711018.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -711021.312500 Penalty: 2592.084229
	Iteration 36Q: 3 clusters Score -711021.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -711023.937500 Penalty: 2592.084229
	Iteration 37Q: 3 clusters Score -711023.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -711026.687500 Penalty: 2592.084229
	Iteration 38Q: 3 clusters Score -711026.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -711026.687500 Penalty: 2592.084229
	Iteration 39F: 3 clusters Score -711026.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (16251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Entering Unmasked Estep 
Score: -1960416.000000 Penalty: 1442.751343
	Iteration 0F: 2 clusters Score -1960416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1949704.625000 Penalty: 2885.502686
	Iteration 0F: 3 clusters Score -1949705 nChanged 7080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1953588.125000 Penalty: 2885.502686
	Iteration 1F: 3 clusters Score -1953588 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1954006.625000 Penalty: 2885.502686
	Iteration 2F: 3 clusters Score -1954007 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1954369.000000 Penalty: 2885.502686
	Iteration 3F: 3 clusters Score -1954369 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1954667.750000 Penalty: 2885.502686
	Iteration 4Q: 3 clusters Score -1954668 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1954935.250000 Penalty: 2885.502686
	Iteration 5Q: 3 clusters Score -1954935 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1955221.625000 Penalty: 2885.502686
	Iteration 6Q: 3 clusters Score -1955222 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1955528.500000 Penalty: 2885.502686
	Iteration 7Q: 3 clusters Score -1955528 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1955831.625000 Penalty: 2885.502686
	Iteration 8Q: 3 clusters Score -1955832 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1956141.500000 Penalty: 2885.502686
	Iteration 9Q: 3 clusters Score -1956142 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1956457.250000 Penalty: 2885.502686
	Iteration 10Q: 3 clusters Score -1956457 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1956749.000000 Penalty: 2885.502686
	Iteration 11Q: 3 clusters Score -1956749 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1957012.125000 Penalty: 2885.502686
	Iteration 12Q: 3 clusters Score -1957012 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1957217.750000 Penalty: 2885.502686
	Iteration 13Q: 3 clusters Score -1957218 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1957400.750000 Penalty: 2885.502686
	Iteration 14Q: 3 clusters Score -1957401 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1957537.375000 Penalty: 2885.502686
	Iteration 15Q: 3 clusters Score -1957537 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -1957661.750000 Penalty: 2885.502686
	Iteration 16Q: 3 clusters Score -1957662 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1957780.750000 Penalty: 2885.502686
	Iteration 17Q: 3 clusters Score -1957781 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1957884.250000 Penalty: 2885.502686
	Iteration 18Q: 3 clusters Score -1957884 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -1957972.875000 Penalty: 2885.502686
	Iteration 19Q: 3 clusters Score -1957973 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -1958069.750000 Penalty: 2885.502686
	Iteration 20F: 3 clusters Score -1958070 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -1958168.625000 Penalty: 2885.502686
	Iteration 21Q: 3 clusters Score -1958169 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -1958258.125000 Penalty: 2885.502686
	Iteration 22Q: 3 clusters Score -1958258 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -1958347.250000 Penalty: 2885.502686
	Iteration 23Q: 3 clusters Score -1958347 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -1958421.375000 Penalty: 2885.502686
	Iteration 24Q: 3 clusters Score -1958421 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -1958506.125000 Penalty: 2885.502686
	Iteration 25Q: 3 clusters Score -1958506 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -1958586.750000 Penalty: 2885.502686
	Iteration 26Q: 3 clusters Score -1958587 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -1958650.625000 Penalty: 2885.502686
	Iteration 27Q: 3 clusters Score -1958651 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -1958706.250000 Penalty: 2885.502686
	Iteration 28Q: 3 clusters Score -1958706 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -1958772.000000 Penalty: 2885.502686
	Iteration 29Q: 3 clusters Score -1958772 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -1958816.750000 Penalty: 2885.502686
	Iteration 30Q: 3 clusters Score -1958817 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -1958856.250000 Penalty: 2885.502686
	Iteration 31Q: 3 clusters Score -1958856 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -1958894.250000 Penalty: 2885.502686
	Iteration 32Q: 3 clusters Score -1958894 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -1958930.375000 Penalty: 2885.502686
	Iteration 33Q: 3 clusters Score -1958930 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -1958971.125000 Penalty: 2885.502686
	Iteration 34Q: 3 clusters Score -1958971 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -1959017.000000 Penalty: 2885.502686
	Iteration 35Q: 3 clusters Score -1959017 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -1959037.875000 Penalty: 2885.502686
	Iteration 36Q: 3 clusters Score -1959038 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -1959065.750000 Penalty: 2885.502686
	Iteration 37Q: 3 clusters Score -1959066 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -1959088.500000 Penalty: 2885.502686
	Iteration 38Q: 3 clusters Score -1959088 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -1959118.125000 Penalty: 2885.502686
	Iteration 39Q: 3 clusters Score -1959118 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -1959134.250000 Penalty: 2885.502686
	Iteration 40F: 3 clusters Score -1959134 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -1959146.125000 Penalty: 2885.502686
	Iteration 41Q: 3 clusters Score -1959146 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -1959156.125000 Penalty: 2885.502686
	Iteration 42Q: 3 clusters Score -1959156 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -1959164.875000 Penalty: 2885.502686
	Iteration 43Q: 3 clusters Score -1959165 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -1959175.125000 Penalty: 2885.502686
	Iteration 44Q: 3 clusters Score -1959175 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -1959185.000000 Penalty: 2885.502686
	Iteration 45Q: 3 clusters Score -1959185 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -1959191.250000 Penalty: 2885.502686
	Iteration 46Q: 3 clusters Score -1959191 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -1959198.500000 Penalty: 2885.502686
	Iteration 47Q: 3 clusters Score -1959198 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -1959207.375000 Penalty: 2885.502686
	Iteration 48Q: 3 clusters Score -1959207 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -1959216.250000 Penalty: 2885.502686
	Iteration 49Q: 3 clusters Score -1959216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -1959220.125000 Penalty: 2885.502686
	Iteration 50Q: 3 clusters Score -1959220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -1959222.875000 Penalty: 2885.502686
	Iteration 51Q: 3 clusters Score -1959223 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -1959225.375000 Penalty: 2885.502686
	Iteration 52Q: 3 clusters Score -1959225 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -1959231.250000 Penalty: 2885.502686
	Iteration 53Q: 3 clusters Score -1959231 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -1959231.375000 Penalty: 2885.502686
	Iteration 54Q: 3 clusters Score -1959231 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -1959232.875000 Penalty: 2885.502686
	Iteration 55Q: 3 clusters Score -1959233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -1959236.250000 Penalty: 2885.502686
	Iteration 56Q: 3 clusters Score -1959236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -1959236.125000 Penalty: 2885.502686
	Iteration 57Q: 3 clusters Score -1959236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -1959235.625000 Penalty: 2885.502686
	Iteration 58Q: 3 clusters Score -1959236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -1959236.500000 Penalty: 2885.502686
	Iteration 59Q: 3 clusters Score -1959236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -1959235.750000 Penalty: 2885.502686
	Iteration 60F: 3 clusters Score -1959236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -1959239.250000 Penalty: 2885.502686
	Iteration 61Q: 3 clusters Score -1959239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -1959239.625000 Penalty: 2885.502686
	Iteration 62Q: 3 clusters Score -1959240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -1959238.750000 Penalty: 2885.502686
	Iteration 63Q: 3 clusters Score -1959239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -1959239.125000 Penalty: 2885.502686
	Iteration 64Q: 3 clusters Score -1959239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -1959239.375000 Penalty: 2885.502686
	Iteration 65Q: 3 clusters Score -1959239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -1959239.375000 Penalty: 2885.502686
	Iteration 66F: 3 clusters Score -1959239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Entering Unmasked Estep 
Score: -68009.906250 Penalty: 980.022339
	Iteration 0F: 2 clusters Score -68009.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -66945.890625 Penalty: 1960.044678
	Iteration 0F: 3 clusters Score -66945.89 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -67227.851562 Penalty: 1960.044678
	Iteration 1F: 3 clusters Score -67227.85 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -67332.843750 Penalty: 1960.044678
	Iteration 2F: 3 clusters Score -67332.84 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -67386.640625 Penalty: 1960.044678
	Iteration 3Q: 3 clusters Score -67386.64 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -67437.937500 Penalty: 1960.044678
	Iteration 4Q: 3 clusters Score -67437.94 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -67492.507812 Penalty: 1960.044678
	Iteration 5Q: 3 clusters Score -67492.51 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -67530.234375 Penalty: 1960.044678
	Iteration 6Q: 3 clusters Score -67530.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -67546.546875 Penalty: 1960.044678
	Iteration 7Q: 3 clusters Score -67546.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -67555.734375 Penalty: 1960.044678
	Iteration 8Q: 3 clusters Score -67555.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -67563.000000 Penalty: 1960.044678
	Iteration 9Q: 3 clusters Score -67563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -67568.601562 Penalty: 1960.044678
	Iteration 10Q: 3 clusters Score -67568.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -67572.031250 Penalty: 1960.044678
	Iteration 11Q: 3 clusters Score -67572.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -67586.312500 Penalty: 1960.044678
	Iteration 12Q: 3 clusters Score -67586.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -67603.562500 Penalty: 1960.044678
	Iteration 13Q: 3 clusters Score -67603.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -67620.367188 Penalty: 1960.044678
	Iteration 14Q: 3 clusters Score -67620.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -67631.312500 Penalty: 1960.044678
	Iteration 15Q: 3 clusters Score -67631.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -67649.593750 Penalty: 1960.044678
	Iteration 16Q: 3 clusters Score -67649.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -67667.132812 Penalty: 1960.044678
	Iteration 17Q: 3 clusters Score -67667.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -67694.273438 Penalty: 1960.044678
	Iteration 18Q: 3 clusters Score -67694.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -67715.781250 Penalty: 1960.044678
	Iteration 19Q: 3 clusters Score -67715.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -67726.875000 Penalty: 1960.044678
	Iteration 20F: 3 clusters Score -67726.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -67736.078125 Penalty: 1960.044678
	Iteration 21Q: 3 clusters Score -67736.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -67750.203125 Penalty: 1960.044678
	Iteration 22Q: 3 clusters Score -67750.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -67756.953125 Penalty: 1960.044678
	Iteration 23Q: 3 clusters Score -67756.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -67757.914062 Penalty: 1960.044678
	Iteration 24Q: 3 clusters Score -67757.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -67757.914062 Penalty: 1960.044678
	Iteration 25F: 3 clusters Score -67757.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (58870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58870 members 
Entering Unmasked Estep 
Score: -7494431.500000 Penalty: 1634.283325
	Iteration 0F: 2 clusters Score -7494432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29292 members 
Mstep: Class 2 contains 29578 members 
Entering Unmasked Estep 
Score: -7457594.500000 Penalty: 3268.566650
	Iteration 0F: 3 clusters Score -7457594 nChanged 27287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27945 members 
Mstep: Class 2 contains 30925 members 
Entering Unmasked Estep 
Score: -7473008.000000 Penalty: 3268.566650
	Iteration 1F: 3 clusters Score -7473008 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27090 members 
Mstep: Class 2 contains 31780 members 
Entering Unmasked Estep 
Score: -7473676.000000 Penalty: 3268.566650
	Iteration 2Q: 3 clusters Score -7473676 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25888 members 
Mstep: Class 2 contains 32982 members 
Entering Unmasked Estep 
Score: -7474463.500000 Penalty: 3268.566650
	Iteration 3Q: 3 clusters Score -7474464 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24125 members 
Mstep: Class 2 contains 34745 members 
Entering Unmasked Estep 
Score: -7475489.500000 Penalty: 3268.566650
	Iteration 4Q: 3 clusters Score -7475490 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 37335 members 
Entering Unmasked Estep 
Score: -7477146.500000 Penalty: 3268.566650
	Iteration 5F: 3 clusters Score -7477146 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 40775 members 
Entering Unmasked Estep 
Score: -7479377.000000 Penalty: 3268.566650
	Iteration 6F: 3 clusters Score -7479377 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 44807 members 
Entering Unmasked Estep 
Score: -7482150.000000 Penalty: 3268.566650
	Iteration 7F: 3 clusters Score -7482150 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 48907 members 
Entering Unmasked Estep 
Score: -7485207.500000 Penalty: 3268.566650
	Iteration 8F: 3 clusters Score -7485208 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 52502 members 
Entering Unmasked Estep 
Score: -7487904.500000 Penalty: 3268.566650
	Iteration 9F: 3 clusters Score -7487904 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 55203 members 
Entering Unmasked Estep 
Score: -7490098.500000 Penalty: 3268.566650
	Iteration 10Q: 3 clusters Score -7490098 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 56908 members 
Entering Unmasked Estep 
Score: -7491489.500000 Penalty: 3268.566650
	Iteration 11Q: 3 clusters Score -7491490 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 57836 members 
Entering Unmasked Estep 
Score: -7492279.000000 Penalty: 3268.566650
	Iteration 12Q: 3 clusters Score -7492279 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 58264 members 
Entering Unmasked Estep 
Score: -7492645.000000 Penalty: 3268.566650
	Iteration 13Q: 3 clusters Score -7492645 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 58450 members 
Entering Unmasked Estep 
Score: -7492873.000000 Penalty: 3268.566650
	Iteration 14Q: 3 clusters Score -7492873 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 58518 members 
Entering Unmasked Estep 
Score: -7492969.500000 Penalty: 3268.566650
	Iteration 15Q: 3 clusters Score -7492970 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 58546 members 
Entering Unmasked Estep 
Score: -7493022.000000 Penalty: 3268.566650
	Iteration 16Q: 3 clusters Score -7493022 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 58560 members 
Entering Unmasked Estep 
Score: -7493054.500000 Penalty: 3268.566650
	Iteration 17Q: 3 clusters Score -7493054 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 58567 members 
Entering Unmasked Estep 
Score: -7493070.500000 Penalty: 3268.566650
	Iteration 18Q: 3 clusters Score -7493070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 58569 members 
Entering Unmasked Estep 
Score: -7493096.500000 Penalty: 3268.566650
	Iteration 19Q: 3 clusters Score -7493096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 58574 members 
Entering Unmasked Estep 
Score: -7493104.000000 Penalty: 3268.566650
	Iteration 20F: 3 clusters Score -7493104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 58579 members 
Entering Unmasked Estep 
Score: -7493117.000000 Penalty: 3268.566650
	Iteration 21Q: 3 clusters Score -7493117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 58578 members 
Entering Unmasked Estep 
Score: -7493115.500000 Penalty: 3268.566650
	Iteration 22Q: 3 clusters Score -7493116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 58578 members 
Entering Unmasked Estep 
Score: -7493115.500000 Penalty: 3268.566650
	Iteration 23F: 3 clusters Score -7493116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Entering Unmasked Estep 
Score: -555073.062500 Penalty: 1260.787231
	Iteration 0F: 2 clusters Score -555073.1 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 2393 members 
Entering Unmasked Estep 
Score: -551562.312500 Penalty: 2521.574463
	Iteration 0F: 3 clusters Score -551562.3 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -552533.875000 Penalty: 2521.574463
	Iteration 1F: 3 clusters Score -552533.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -552702.000000 Penalty: 2521.574463
	Iteration 2F: 3 clusters Score -552702 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -552792.562500 Penalty: 2521.574463
	Iteration 3Q: 3 clusters Score -552792.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -552867.375000 Penalty: 2521.574463
	Iteration 4Q: 3 clusters Score -552867.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -552932.687500 Penalty: 2521.574463
	Iteration 5Q: 3 clusters Score -552932.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -552991.875000 Penalty: 2521.574463
	Iteration 6Q: 3 clusters Score -552991.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -553036.437500 Penalty: 2521.574463
	Iteration 7Q: 3 clusters Score -553036.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -553088.500000 Penalty: 2521.574463
	Iteration 8Q: 3 clusters Score -553088.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -553132.437500 Penalty: 2521.574463
	Iteration 9Q: 3 clusters Score -553132.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -553177.500000 Penalty: 2521.574463
	Iteration 10Q: 3 clusters Score -553177.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -553224.625000 Penalty: 2521.574463
	Iteration 11Q: 3 clusters Score -553224.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -553263.250000 Penalty: 2521.574463
	Iteration 12Q: 3 clusters Score -553263.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -553300.375000 Penalty: 2521.574463
	Iteration 13Q: 3 clusters Score -553300.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -553343.062500 Penalty: 2521.574463
	Iteration 14Q: 3 clusters Score -553343.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -553383.875000 Penalty: 2521.574463
	Iteration 15Q: 3 clusters Score -553383.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -553440.250000 Penalty: 2521.574463
	Iteration 16Q: 3 clusters Score -553440.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -553507.937500 Penalty: 2521.574463
	Iteration 17Q: 3 clusters Score -553507.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -553583.125000 Penalty: 2521.574463
	Iteration 18Q: 3 clusters Score -553583.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -553671.437500 Penalty: 2521.574463
	Iteration 19Q: 3 clusters Score -553671.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -553777.250000 Penalty: 2521.574463
	Iteration 20F: 3 clusters Score -553777.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -553906.562500 Penalty: 2521.574463
	Iteration 21Q: 3 clusters Score -553906.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -554044.000000 Penalty: 2521.574463
	Iteration 22Q: 3 clusters Score -554044 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -554165.937500 Penalty: 2521.574463
	Iteration 23Q: 3 clusters Score -554165.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -554275.312500 Penalty: 2521.574463
	Iteration 24Q: 3 clusters Score -554275.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -554349.250000 Penalty: 2521.574463
	Iteration 25Q: 3 clusters Score -554349.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -554399.875000 Penalty: 2521.574463
	Iteration 26Q: 3 clusters Score -554399.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -554438.437500 Penalty: 2521.574463
	Iteration 27Q: 3 clusters Score -554438.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -554459.000000 Penalty: 2521.574463
	Iteration 28Q: 3 clusters Score -554459 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -554478.625000 Penalty: 2521.574463
	Iteration 29Q: 3 clusters Score -554478.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -554493.562500 Penalty: 2521.574463
	Iteration 30Q: 3 clusters Score -554493.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -554508.875000 Penalty: 2521.574463
	Iteration 31Q: 3 clusters Score -554508.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -554527.250000 Penalty: 2521.574463
	Iteration 32Q: 3 clusters Score -554527.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -554546.000000 Penalty: 2521.574463
	Iteration 33Q: 3 clusters Score -554546 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -554559.812500 Penalty: 2521.574463
	Iteration 34Q: 3 clusters Score -554559.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -554570.687500 Penalty: 2521.574463
	Iteration 35Q: 3 clusters Score -554570.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -554575.375000 Penalty: 2521.574463
	Iteration 36Q: 3 clusters Score -554575.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -554577.875000 Penalty: 2521.574463
	Iteration 37Q: 3 clusters Score -554577.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -554580.687500 Penalty: 2521.574463
	Iteration 38Q: 3 clusters Score -554580.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -554583.437500 Penalty: 2521.574463
	Iteration 39Q: 3 clusters Score -554583.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -554584.312500 Penalty: 2521.574463
	Iteration 40F: 3 clusters Score -554584.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -554584.625000 Penalty: 2521.574463
	Iteration 41Q: 3 clusters Score -554584.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -554586.125000 Penalty: 2521.574463
	Iteration 42Q: 3 clusters Score -554586.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -554586.187500 Penalty: 2521.574463
	Iteration 43Q: 3 clusters Score -554586.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -554586.312500 Penalty: 2521.574463
	Iteration 44Q: 3 clusters Score -554586.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -554586.312500 Penalty: 2521.574463
	Iteration 45F: 3 clusters Score -554586.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -28234.490234 Penalty: 899.496826
	Iteration 0F: 2 clusters Score -28234.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -27488.839844 Penalty: 1798.993652
	Iteration 0F: 3 clusters Score -27488.84 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -27766.576172 Penalty: 1798.993652
	Iteration 1F: 3 clusters Score -27766.58 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -27829.890625 Penalty: 1798.993652
	Iteration 2Q: 3 clusters Score -27829.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -27907.892578 Penalty: 1798.993652
	Iteration 3Q: 3 clusters Score -27907.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -27983.388672 Penalty: 1798.993652
	Iteration 4Q: 3 clusters Score -27983.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -28028.474609 Penalty: 1798.993652
	Iteration 5Q: 3 clusters Score -28028.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -28069.349609 Penalty: 1798.993652
	Iteration 6Q: 3 clusters Score -28069.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -28089.906250 Penalty: 1798.993652
	Iteration 7Q: 3 clusters Score -28089.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -28122.500000 Penalty: 1798.993652
	Iteration 8Q: 3 clusters Score -28122.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -28203.355469 Penalty: 1798.993652
	Iteration 9Q: 3 clusters Score -28203.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -28221.705078 Penalty: 1798.993652
	Iteration 10Q: 3 clusters Score -28221.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -28233.208984 Penalty: 1798.993652
	Iteration 11Q: 3 clusters Score -28233.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -28240.136719 Penalty: 1798.993652
	Iteration 12Q: 3 clusters Score -28240.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -28244.230469 Penalty: 1798.993652
	Iteration 13Q: 3 clusters Score -28244.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -28248.312500 Penalty: 1798.993652
	Iteration 14Q: 3 clusters Score -28248.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -28248.312500 Penalty: 1798.993652
	Iteration 15F: 3 clusters Score -28248.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73949 members 
Mstep: Class 2 contains 41348 members 
Mstep: Class 3 contains 8589 members 
Mstep: Class 4 contains 2626 members 
Mstep: Class 5 contains 67682 members 
Mstep: Class 6 contains 45865 members 
Mstep: Class 7 contains 6971 members 
Mstep: Class 8 contains 5439 members 
Mstep: Class 9 contains 8343 members 
Mstep: Class 10 contains 9820 members 
Mstep: Class 11 contains 9286 members 
Mstep: Class 12 contains 2858 members 
Mstep: Class 13 contains 10850 members 
Mstep: Class 14 contains 1633 members 
Mstep: Class 15 contains 11768 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24809 members 
Mstep: Class 18 contains 24233 members 
Mstep: Class 19 contains 7570 members 
Mstep: Class 20 contains 35652 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 6221 members 
Mstep: Class 23 contains 22167 members 
Mstep: Class 24 contains 6063 members 
Mstep: Class 25 contains 16251 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 58870 members 
Mstep: Class 28 contains 4784 members 
Mstep: Class 29 contains 135 members 
Mstep: Class 30 contains 35074 members 
Mstep: Class 31 contains 21742 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 84326 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Mstep: Class 39 contains 287 members 
Entering Unmasked Estep 
Score: -80992456.000000 Penalty: 77823.304688
Splitting cluster 29 changes total score from -80993520.000000 to -80992456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (35074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35074 members 
Entering Unmasked Estep 
Score: -4435447.000000 Penalty: 1557.224121
	Iteration 0F: 2 clusters Score -4435447 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -4412327.000000 Penalty: 3114.448242
	Iteration 0F: 3 clusters Score -4412327 nChanged 16131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -4421356.000000 Penalty: 3114.448242
	Iteration 1F: 3 clusters Score -4421356 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -4421984.500000 Penalty: 3114.448242
	Iteration 2Q: 3 clusters Score -4421984 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -4422670.500000 Penalty: 3114.448242
	Iteration 3Q: 3 clusters Score -4422670 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 21522 members 
Entering Unmasked Estep 
Score: -4423457.500000 Penalty: 3114.448242
	Iteration 4Q: 3 clusters Score -4423458 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 23178 members 
Entering Unmasked Estep 
Score: -4424498.000000 Penalty: 3114.448242
	Iteration 5F: 3 clusters Score -4424498 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 25263 members 
Entering Unmasked Estep 
Score: -4425972.000000 Penalty: 3114.448242
	Iteration 6F: 3 clusters Score -4425972 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 27594 members 
Entering Unmasked Estep 
Score: -4427809.000000 Penalty: 3114.448242
	Iteration 7F: 3 clusters Score -4427809 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 29979 members 
Entering Unmasked Estep 
Score: -4429862.500000 Penalty: 3114.448242
	Iteration 8F: 3 clusters Score -4429862 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 32035 members 
Entering Unmasked Estep 
Score: -4431716.000000 Penalty: 3114.448242
	Iteration 9F: 3 clusters Score -4431716 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 33374 members 
Entering Unmasked Estep 
Score: -4432859.000000 Penalty: 3114.448242
	Iteration 10Q: 3 clusters Score -4432859 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 34142 members 
Entering Unmasked Estep 
Score: -4433510.000000 Penalty: 3114.448242
	Iteration 11Q: 3 clusters Score -4433510 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 34453 members 
Entering Unmasked Estep 
Score: -4433791.000000 Penalty: 3114.448242
	Iteration 12Q: 3 clusters Score -4433791 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 34613 members 
Entering Unmasked Estep 
Score: -4433958.500000 Penalty: 3114.448242
	Iteration 13Q: 3 clusters Score -4433958 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 34691 members 
Entering Unmasked Estep 
Score: -4434046.000000 Penalty: 3114.448242
	Iteration 14Q: 3 clusters Score -4434046 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 34722 members 
Entering Unmasked Estep 
Score: -4434089.000000 Penalty: 3114.448242
	Iteration 15Q: 3 clusters Score -4434089 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 34746 members 
Entering Unmasked Estep 
Score: -4434120.000000 Penalty: 3114.448242
	Iteration 16Q: 3 clusters Score -4434120 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 34763 members 
Entering Unmasked Estep 
Score: -4434151.000000 Penalty: 3114.448242
	Iteration 17Q: 3 clusters Score -4434151 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 34767 members 
Entering Unmasked Estep 
Score: -4434156.500000 Penalty: 3114.448242
	Iteration 18Q: 3 clusters Score -4434156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 34776 members 
Entering Unmasked Estep 
Score: -4434169.000000 Penalty: 3114.448242
	Iteration 19Q: 3 clusters Score -4434169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 34778 members 
Entering Unmasked Estep 
Score: -4434174.500000 Penalty: 3114.448242
	Iteration 20F: 3 clusters Score -4434174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 34780 members 
Entering Unmasked Estep 
Score: -4434180.000000 Penalty: 3114.448242
	Iteration 21Q: 3 clusters Score -4434180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 34781 members 
Entering Unmasked Estep 
Score: -4434180.500000 Penalty: 3114.448242
	Iteration 22Q: 3 clusters Score -4434180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 34781 members 
Entering Unmasked Estep 
Score: -4434180.500000 Penalty: 3114.448242
	Iteration 23F: 3 clusters Score -4434180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (21742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21742 members 
Entering Unmasked Estep 
Score: -2763889.500000 Penalty: 1486.065796
	Iteration 0F: 2 clusters Score -2763890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -2749820.500000 Penalty: 2972.131592
	Iteration 0F: 3 clusters Score -2749820 nChanged 9596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -2755069.750000 Penalty: 2972.131592
	Iteration 1F: 3 clusters Score -2755070 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -2755597.750000 Penalty: 2972.131592
	Iteration 2F: 3 clusters Score -2755598 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -2756158.500000 Penalty: 2972.131592
	Iteration 3F: 3 clusters Score -2756158 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -2756914.250000 Penalty: 2972.131592
	Iteration 4F: 3 clusters Score -2756914 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -2757855.250000 Penalty: 2972.131592
	Iteration 5F: 3 clusters Score -2757855 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -2758941.750000 Penalty: 2972.131592
	Iteration 6F: 3 clusters Score -2758942 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -2760057.750000 Penalty: 2972.131592
	Iteration 7F: 3 clusters Score -2760058 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -2760932.000000 Penalty: 2972.131592
	Iteration 8Q: 3 clusters Score -2760932 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -2761625.500000 Penalty: 2972.131592
	Iteration 9Q: 3 clusters Score -2761626 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 20769 members 
Entering Unmasked Estep 
Score: -2762065.000000 Penalty: 2972.131592
	Iteration 10Q: 3 clusters Score -2762065 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -2762290.750000 Penalty: 2972.131592
	Iteration 11Q: 3 clusters Score -2762291 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
Score: -2762433.250000 Penalty: 2972.131592
	Iteration 12Q: 3 clusters Score -2762433 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
Score: -2762535.250000 Penalty: 2972.131592
	Iteration 13Q: 3 clusters Score -2762535 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 21322 members 
Entering Unmasked Estep 
Score: -2762604.750000 Penalty: 2972.131592
	Iteration 14Q: 3 clusters Score -2762605 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -2762647.500000 Penalty: 2972.131592
	Iteration 15Q: 3 clusters Score -2762648 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 21371 members 
Entering Unmasked Estep 
Score: -2762681.500000 Penalty: 2972.131592
	Iteration 16Q: 3 clusters Score -2762682 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 21378 members 
Entering Unmasked Estep 
Score: -2762701.750000 Penalty: 2972.131592
	Iteration 17Q: 3 clusters Score -2762702 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 21385 members 
Entering Unmasked Estep 
Score: -2762718.250000 Penalty: 2972.131592
	Iteration 18Q: 3 clusters Score -2762718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -2762727.750000 Penalty: 2972.131592
	Iteration 19Q: 3 clusters Score -2762728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 21390 members 
Entering Unmasked Estep 
Score: -2762734.000000 Penalty: 2972.131592
	Iteration 20F: 3 clusters Score -2762734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 21394 members 
Entering Unmasked Estep 
Score: -2762748.000000 Penalty: 2972.131592
	Iteration 21Q: 3 clusters Score -2762748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -2762751.750000 Penalty: 2972.131592
	Iteration 22Q: 3 clusters Score -2762752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 21401 members 
Entering Unmasked Estep 
Score: -2762757.250000 Penalty: 2972.131592
	Iteration 23Q: 3 clusters Score -2762757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 21404 members 
Entering Unmasked Estep 
Score: -2762761.250000 Penalty: 2972.131592
	Iteration 24Q: 3 clusters Score -2762761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 21405 members 
Entering Unmasked Estep 
Score: -2762767.000000 Penalty: 2972.131592
	Iteration 25Q: 3 clusters Score -2762767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 21406 members 
Entering Unmasked Estep 
Score: -2762768.000000 Penalty: 2972.131592
	Iteration 26Q: 3 clusters Score -2762768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -2762771.750000 Penalty: 2972.131592
	Iteration 27Q: 3 clusters Score -2762772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -2762782.500000 Penalty: 2972.131592
	Iteration 28Q: 3 clusters Score -2762782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 21417 members 
Entering Unmasked Estep 
Score: -2762784.750000 Penalty: 2972.131592
	Iteration 29Q: 3 clusters Score -2762785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
Score: -2762784.500000 Penalty: 2972.131592
	Iteration 30Q: 3 clusters Score -2762784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
Score: -2762784.500000 Penalty: 2972.131592
	Iteration 31F: 3 clusters Score -2762784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Entering Unmasked Estep 
Score: -21853.011719 Penalty: 817.367554
	Iteration 0F: 2 clusters Score -21853.01 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 120 members 
Entering Unmasked Estep 
Score: -21223.781250 Penalty: 1634.735107
	Iteration 0F: 3 clusters Score -21223.78 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -21317.595703 Penalty: 1634.735107
	Iteration 1F: 3 clusters Score -21317.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -21336.781250 Penalty: 1634.735107
	Iteration 2Q: 3 clusters Score -21336.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -21345.300781 Penalty: 1634.735107
	Iteration 3Q: 3 clusters Score -21345.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -21354.052734 Penalty: 1634.735107
	Iteration 4Q: 3 clusters Score -21354.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -21365.273438 Penalty: 1634.735107
	Iteration 5Q: 3 clusters Score -21365.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -21365.273438 Penalty: 1634.735107
	Iteration 6F: 3 clusters Score -21365.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (84326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84326 members 
Entering Unmasked Estep 
Score: -10679676.000000 Penalty: 1687.755859
	Iteration 0F: 2 clusters Score -1.067968e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42373 members 
Mstep: Class 2 contains 41953 members 
Entering Unmasked Estep 
Score: -10633651.000000 Penalty: 3375.511719
	Iteration 0F: 3 clusters Score -1.063365e+07 nChanged 39575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44580 members 
Mstep: Class 2 contains 39746 members 
Entering Unmasked Estep 
Score: -10656207.000000 Penalty: 3375.511719
	Iteration 1F: 3 clusters Score -1.065621e+07 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46125 members 
Mstep: Class 2 contains 38201 members 
Entering Unmasked Estep 
Score: -10657123.000000 Penalty: 3375.511719
	Iteration 2Q: 3 clusters Score -1.065712e+07 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48198 members 
Mstep: Class 2 contains 36128 members 
Entering Unmasked Estep 
Score: -10658080.000000 Penalty: 3375.511719
	Iteration 3Q: 3 clusters Score -1.065808e+07 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50985 members 
Mstep: Class 2 contains 33341 members 
Entering Unmasked Estep 
Score: -10659367.000000 Penalty: 3375.511719
	Iteration 4Q: 3 clusters Score -1.065937e+07 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54552 members 
Mstep: Class 2 contains 29774 members 
Entering Unmasked Estep 
Score: -10660920.000000 Penalty: 3375.511719
	Iteration 5F: 3 clusters Score -1.066092e+07 nChanged 4912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58824 members 
Mstep: Class 2 contains 25502 members 
Entering Unmasked Estep 
Score: -10663177.000000 Penalty: 3375.511719
	Iteration 6F: 3 clusters Score -1.066318e+07 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63519 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -10666050.000000 Penalty: 3375.511719
	Iteration 7F: 3 clusters Score -1.066605e+07 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68017 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -10669336.000000 Penalty: 3375.511719
	Iteration 8F: 3 clusters Score -1.066934e+07 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71797 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -10672114.000000 Penalty: 3375.511719
	Iteration 9Q: 3 clusters Score -1.067211e+07 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74529 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -10673955.000000 Penalty: 3375.511719
	Iteration 10Q: 3 clusters Score -1.067396e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76342 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -10675306.000000 Penalty: 3375.511719
	Iteration 11Q: 3 clusters Score -1.067531e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77586 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -10676195.000000 Penalty: 3375.511719
	Iteration 12Q: 3 clusters Score -1.06762e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78522 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -10676753.000000 Penalty: 3375.511719
	Iteration 13Q: 3 clusters Score -1.067675e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79223 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -10677107.000000 Penalty: 3375.511719
	Iteration 14Q: 3 clusters Score -1.067711e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79803 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -10677427.000000 Penalty: 3375.511719
	Iteration 15Q: 3 clusters Score -1.067743e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80250 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -10677717.000000 Penalty: 3375.511719
	Iteration 16Q: 3 clusters Score -1.067772e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80607 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -10677895.000000 Penalty: 3375.511719
	Iteration 17Q: 3 clusters Score -1.06779e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80928 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -10678029.000000 Penalty: 3375.511719
	Iteration 18Q: 3 clusters Score -1.067803e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81182 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -10678193.000000 Penalty: 3375.511719
	Iteration 19Q: 3 clusters Score -1.067819e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81390 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -10678270.000000 Penalty: 3375.511719
	Iteration 20F: 3 clusters Score -1.067827e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81553 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -10678365.000000 Penalty: 3375.511719
	Iteration 21Q: 3 clusters Score -1.067836e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81668 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -10678422.000000 Penalty: 3375.511719
	Iteration 22Q: 3 clusters Score -1.067842e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81773 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -10678466.000000 Penalty: 3375.511719
	Iteration 23Q: 3 clusters Score -1.067847e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81860 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -10678555.000000 Penalty: 3375.511719
	Iteration 24Q: 3 clusters Score -1.067856e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81931 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -10678609.000000 Penalty: 3375.511719
	Iteration 25Q: 3 clusters Score -1.067861e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81972 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -10678650.000000 Penalty: 3375.511719
	Iteration 26Q: 3 clusters Score -1.067865e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82003 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -10678682.000000 Penalty: 3375.511719
	Iteration 27Q: 3 clusters Score -1.067868e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82033 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -10678721.000000 Penalty: 3375.511719
	Iteration 28Q: 3 clusters Score -1.067872e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82062 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -10678760.000000 Penalty: 3375.511719
	Iteration 29Q: 3 clusters Score -1.067876e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82091 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -10678783.000000 Penalty: 3375.511719
	Iteration 30Q: 3 clusters Score -1.067878e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82111 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -10678821.000000 Penalty: 3375.511719
	Iteration 31Q: 3 clusters Score -1.067882e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82139 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -10678839.000000 Penalty: 3375.511719
	Iteration 32Q: 3 clusters Score -1.067884e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82154 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -10678841.000000 Penalty: 3375.511719
	Iteration 33Q: 3 clusters Score -1.067884e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82167 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -10678858.000000 Penalty: 3375.511719
	Iteration 34Q: 3 clusters Score -1.067886e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82173 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -10678880.000000 Penalty: 3375.511719
	Iteration 35Q: 3 clusters Score -1.067888e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82177 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -10678905.000000 Penalty: 3375.511719
	Iteration 36Q: 3 clusters Score -1.06789e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82179 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -10678909.000000 Penalty: 3375.511719
	Iteration 37Q: 3 clusters Score -1.067891e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82181 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -10678929.000000 Penalty: 3375.511719
	Iteration 38Q: 3 clusters Score -1.067893e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82186 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -10678960.000000 Penalty: 3375.511719
	Iteration 39Q: 3 clusters Score -1.067896e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82196 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -10678949.000000 Penalty: 3375.511719
	Iteration 40F: 3 clusters Score -1.067895e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82203 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -10678954.000000 Penalty: 3375.511719
	Iteration 41Q: 3 clusters Score -1.067895e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82201 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -10678965.000000 Penalty: 3375.511719
	Iteration 42Q: 3 clusters Score -1.067896e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82209 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -10678985.000000 Penalty: 3375.511719
	Iteration 43Q: 3 clusters Score -1.067898e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82204 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -10679016.000000 Penalty: 3375.511719
	Iteration 44Q: 3 clusters Score -1.067902e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82202 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -10679020.000000 Penalty: 3375.511719
	Iteration 45Q: 3 clusters Score -1.067902e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82208 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -10679043.000000 Penalty: 3375.511719
	Iteration 46Q: 3 clusters Score -1.067904e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82209 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -10679058.000000 Penalty: 3375.511719
	Iteration 47Q: 3 clusters Score -1.067906e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82205 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -10679082.000000 Penalty: 3375.511719
	Iteration 48Q: 3 clusters Score -1.067908e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82195 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -10679096.000000 Penalty: 3375.511719
	Iteration 49Q: 3 clusters Score -1.06791e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82185 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -10679111.000000 Penalty: 3375.511719
	Iteration 50Q: 3 clusters Score -1.067911e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82185 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -10679147.000000 Penalty: 3375.511719
	Iteration 51Q: 3 clusters Score -1.067915e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82188 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -10679164.000000 Penalty: 3375.511719
	Iteration 52Q: 3 clusters Score -1.067916e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82192 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -10679179.000000 Penalty: 3375.511719
	Iteration 53Q: 3 clusters Score -1.067918e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82184 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -10679192.000000 Penalty: 3375.511719
	Iteration 54Q: 3 clusters Score -1.067919e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82171 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -10679239.000000 Penalty: 3375.511719
	Iteration 55Q: 3 clusters Score -1.067924e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82162 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -10679253.000000 Penalty: 3375.511719
	Iteration 56Q: 3 clusters Score -1.067925e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82162 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -10679264.000000 Penalty: 3375.511719
	Iteration 57Q: 3 clusters Score -1.067926e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82154 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -10679274.000000 Penalty: 3375.511719
	Iteration 58Q: 3 clusters Score -1.067927e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82150 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -10679285.000000 Penalty: 3375.511719
	Iteration 59Q: 3 clusters Score -1.067928e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82151 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -10679301.000000 Penalty: 3375.511719
	Iteration 60F: 3 clusters Score -1.06793e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82145 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -10679316.000000 Penalty: 3375.511719
	Iteration 61Q: 3 clusters Score -1.067932e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82144 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -10679346.000000 Penalty: 3375.511719
	Iteration 62Q: 3 clusters Score -1.067935e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82148 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -10679383.000000 Penalty: 3375.511719
	Iteration 63Q: 3 clusters Score -1.067938e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82150 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -10679449.000000 Penalty: 3375.511719
	Iteration 64Q: 3 clusters Score -1.067945e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82137 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -10679496.000000 Penalty: 3375.511719
	Iteration 65Q: 3 clusters Score -1.06795e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82128 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -10679562.000000 Penalty: 3375.511719
	Iteration 66Q: 3 clusters Score -1.067956e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82109 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -10679614.000000 Penalty: 3375.511719
	Iteration 67Q: 3 clusters Score -1.067961e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82096 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -10679652.000000 Penalty: 3375.511719
	Iteration 68Q: 3 clusters Score -1.067965e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82072 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -10679717.000000 Penalty: 3375.511719
	Iteration 69Q: 3 clusters Score -1.067972e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82046 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -10679760.000000 Penalty: 3375.511719
	Iteration 70Q: 3 clusters Score -1.067976e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82011 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -10679795.000000 Penalty: 3375.511719
	Iteration 71Q: 3 clusters Score -1.06798e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81979 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -10679848.000000 Penalty: 3375.511719
	Iteration 72Q: 3 clusters Score -1.067985e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81957 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -10679898.000000 Penalty: 3375.511719
	Iteration 73Q: 3 clusters Score -1.06799e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81936 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -10679912.000000 Penalty: 3375.511719
	Iteration 74Q: 3 clusters Score -1.067991e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81901 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -10679966.000000 Penalty: 3375.511719
	Iteration 75Q: 3 clusters Score -1.067997e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81880 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -10680028.000000 Penalty: 3375.511719
	Iteration 76Q: 3 clusters Score -1.068003e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81847 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -10680087.000000 Penalty: 3375.511719
	Iteration 77Q: 3 clusters Score -1.068009e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81825 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -10680099.000000 Penalty: 3375.511719
	Iteration 78Q: 3 clusters Score -1.06801e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81793 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -10680144.000000 Penalty: 3375.511719
	Iteration 79Q: 3 clusters Score -1.068014e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81783 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -10680180.000000 Penalty: 3375.511719
	Iteration 80F: 3 clusters Score -1.068018e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81775 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -10680197.000000 Penalty: 3375.511719
	Iteration 81Q: 3 clusters Score -1.06802e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81770 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -10680218.000000 Penalty: 3375.511719
	Iteration 82Q: 3 clusters Score -1.068022e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81770 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -10680216.000000 Penalty: 3375.511719
	Iteration 83Q: 3 clusters Score -1.068022e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81758 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -10680239.000000 Penalty: 3375.511719
	Iteration 84Q: 3 clusters Score -1.068024e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81750 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -10680241.000000 Penalty: 3375.511719
	Iteration 85Q: 3 clusters Score -1.068024e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81742 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -10680255.000000 Penalty: 3375.511719
	Iteration 86Q: 3 clusters Score -1.068026e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81734 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -10680276.000000 Penalty: 3375.511719
	Iteration 87Q: 3 clusters Score -1.068028e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81729 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -10680269.000000 Penalty: 3375.511719
	Iteration 88Q: 3 clusters Score -1.068027e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81728 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -10680282.000000 Penalty: 3375.511719
	Iteration 89Q: 3 clusters Score -1.068028e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81733 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -10680289.000000 Penalty: 3375.511719
	Iteration 90Q: 3 clusters Score -1.068029e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81730 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -10680297.000000 Penalty: 3375.511719
	Iteration 91Q: 3 clusters Score -1.06803e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81727 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -10680307.000000 Penalty: 3375.511719
	Iteration 92Q: 3 clusters Score -1.068031e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81729 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -10680330.000000 Penalty: 3375.511719
	Iteration 93Q: 3 clusters Score -1.068033e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81732 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -10680332.000000 Penalty: 3375.511719
	Iteration 94Q: 3 clusters Score -1.068033e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81740 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -10680350.000000 Penalty: 3375.511719
	Iteration 95Q: 3 clusters Score -1.068035e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81738 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -10680350.000000 Penalty: 3375.511719
	Iteration 96Q: 3 clusters Score -1.068035e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81744 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -10680353.000000 Penalty: 3375.511719
	Iteration 97Q: 3 clusters Score -1.068035e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81746 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -10680351.000000 Penalty: 3375.511719
	Iteration 98Q: 3 clusters Score -1.068035e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81744 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -10680345.000000 Penalty: 3375.511719
	Iteration 99Q: 3 clusters Score -1.068034e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81745 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -10680356.000000 Penalty: 3375.511719
	Iteration 100F: 3 clusters Score -1.068036e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81744 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -10680360.000000 Penalty: 3375.511719
	Iteration 101Q: 3 clusters Score -1.068036e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81743 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -10680361.000000 Penalty: 3375.511719
	Iteration 102Q: 3 clusters Score -1.068036e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81743 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -10680356.000000 Penalty: 3375.511719
	Iteration 103Q: 3 clusters Score -1.068036e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81747 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -10680362.000000 Penalty: 3375.511719
	Iteration 104Q: 3 clusters Score -1.068036e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81748 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -10680374.000000 Penalty: 3375.511719
	Iteration 105Q: 3 clusters Score -1.068037e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81752 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -10680379.000000 Penalty: 3375.511719
	Iteration 106Q: 3 clusters Score -1.068038e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81754 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -10680382.000000 Penalty: 3375.511719
	Iteration 107Q: 3 clusters Score -1.068038e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81755 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -10680381.000000 Penalty: 3375.511719
	Iteration 108Q: 3 clusters Score -1.068038e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81756 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -10680380.000000 Penalty: 3375.511719
	Iteration 109Q: 3 clusters Score -1.068038e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81757 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -10680380.000000 Penalty: 3375.511719
	Iteration 110Q: 3 clusters Score -1.068038e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81757 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -10680380.000000 Penalty: 3375.511719
	Iteration 111F: 3 clusters Score -1.068038e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73949 members 
Mstep: Class 2 contains 41348 members 
Mstep: Class 3 contains 8589 members 
Mstep: Class 4 contains 2626 members 
Mstep: Class 5 contains 67682 members 
Mstep: Class 6 contains 45865 members 
Mstep: Class 7 contains 6971 members 
Mstep: Class 8 contains 5439 members 
Mstep: Class 9 contains 8343 members 
Mstep: Class 10 contains 9820 members 
Mstep: Class 11 contains 9286 members 
Mstep: Class 12 contains 2858 members 
Mstep: Class 13 contains 10850 members 
Mstep: Class 14 contains 1633 members 
Mstep: Class 15 contains 11768 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24809 members 
Mstep: Class 18 contains 24233 members 
Mstep: Class 19 contains 7570 members 
Mstep: Class 20 contains 35652 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 6221 members 
Mstep: Class 23 contains 22167 members 
Mstep: Class 24 contains 6063 members 
Mstep: Class 25 contains 16251 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 58870 members 
Mstep: Class 28 contains 4784 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35074 members 
Mstep: Class 31 contains 21742 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 81757 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Mstep: Class 39 contains 2569 members 
Entering Unmasked Estep 
Score: -80993912.000000 Penalty: 77823.304688
Splitting cluster 33 changes total score from -80993520.000000 to -80993912.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 34 (295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Entering Unmasked Estep 
Score: -24259.691406 Penalty: 846.221985
	Iteration 0F: 2 clusters Score -24259.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -23672.853516 Penalty: 1692.443970
	Iteration 0F: 3 clusters Score -23672.85 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -23899.650391 Penalty: 1692.443970
	Iteration 1F: 3 clusters Score -23899.65 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -24059.285156 Penalty: 1692.443970
	Iteration 2F: 3 clusters Score -24059.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -24132.916016 Penalty: 1692.443970
	Iteration 3Q: 3 clusters Score -24132.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -24182.433594 Penalty: 1692.443970
	Iteration 4Q: 3 clusters Score -24182.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -24214.361328 Penalty: 1692.443970
	Iteration 5Q: 3 clusters Score -24214.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -24278.269531 Penalty: 1692.443970
	Iteration 6Q: 3 clusters Score -24278.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -24283.300781 Penalty: 1692.443970
	Iteration 7Q: 3 clusters Score -24283.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -24289.808594 Penalty: 1692.443970
	Iteration 8Q: 3 clusters Score -24289.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -24289.808594 Penalty: 1692.443970
	Iteration 9F: 3 clusters Score -24289.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73949 members 
Mstep: Class 2 contains 41348 members 
Mstep: Class 3 contains 8589 members 
Mstep: Class 4 contains 2626 members 
Mstep: Class 5 contains 67682 members 
Mstep: Class 6 contains 45865 members 
Mstep: Class 7 contains 6971 members 
Mstep: Class 8 contains 5439 members 
Mstep: Class 9 contains 8343 members 
Mstep: Class 10 contains 9820 members 
Mstep: Class 11 contains 9286 members 
Mstep: Class 12 contains 2858 members 
Mstep: Class 13 contains 10850 members 
Mstep: Class 14 contains 1633 members 
Mstep: Class 15 contains 11768 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24809 members 
Mstep: Class 18 contains 24233 members 
Mstep: Class 19 contains 7570 members 
Mstep: Class 20 contains 35652 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 6221 members 
Mstep: Class 23 contains 22167 members 
Mstep: Class 24 contains 6063 members 
Mstep: Class 25 contains 16251 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 58870 members 
Mstep: Class 28 contains 4784 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35074 members 
Mstep: Class 31 contains 21742 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 81757 members 
Mstep: Class 34 contains 111 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Mstep: Class 39 contains 2569 members 
Mstep: Class 40 contains 184 members 
Entering Unmasked Estep 
Score: -80992864.000000 Penalty: 79818.773438
Splitting cluster 34 changes total score from -80993520.000000 to -80992864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Entering Unmasked Estep 
Score: -48448.457031 Penalty: 904.694092
	Iteration 0F: 2 clusters Score -48448.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -47642.796875 Penalty: 1809.388184
	Iteration 0F: 3 clusters Score -47642.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -47837.742188 Penalty: 1809.388184
	Iteration 1F: 3 clusters Score -47837.74 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -47978.449219 Penalty: 1809.388184
	Iteration 2F: 3 clusters Score -47978.45 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -48120.679688 Penalty: 1809.388184
	Iteration 3F: 3 clusters Score -48120.68 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -48250.457031 Penalty: 1809.388184
	Iteration 4Q: 3 clusters Score -48250.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -48338.187500 Penalty: 1809.388184
	Iteration 5Q: 3 clusters Score -48338.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -48384.980469 Penalty: 1809.388184
	Iteration 6Q: 3 clusters Score -48384.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -48430.503906 Penalty: 1809.388184
	Iteration 7Q: 3 clusters Score -48430.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -48461.789062 Penalty: 1809.388184
	Iteration 8Q: 3 clusters Score -48461.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -48479.578125 Penalty: 1809.388184
	Iteration 9Q: 3 clusters Score -48479.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -48489.328125 Penalty: 1809.388184
	Iteration 10Q: 3 clusters Score -48489.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -48501.816406 Penalty: 1809.388184
	Iteration 11Q: 3 clusters Score -48501.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -48513.972656 Penalty: 1809.388184
	Iteration 12Q: 3 clusters Score -48513.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -48530.593750 Penalty: 1809.388184
	Iteration 13Q: 3 clusters Score -48530.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -48541.062500 Penalty: 1809.388184
	Iteration 14Q: 3 clusters Score -48541.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -48548.078125 Penalty: 1809.388184
	Iteration 15Q: 3 clusters Score -48548.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -48558.367188 Penalty: 1809.388184
	Iteration 16Q: 3 clusters Score -48558.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -48572.792969 Penalty: 1809.388184
	Iteration 17Q: 3 clusters Score -48572.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -48584.093750 Penalty: 1809.388184
	Iteration 18Q: 3 clusters Score -48584.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -48593.570312 Penalty: 1809.388184
	Iteration 19Q: 3 clusters Score -48593.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -48607.500000 Penalty: 1809.388184
	Iteration 20F: 3 clusters Score -48607.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -48636.281250 Penalty: 1809.388184
	Iteration 21Q: 3 clusters Score -48636.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -48636.281250 Penalty: 1809.388184
	Iteration 22F: 3 clusters Score -48636.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73949 members 
Mstep: Class 2 contains 41348 members 
Mstep: Class 3 contains 8589 members 
Mstep: Class 4 contains 2626 members 
Mstep: Class 5 contains 67682 members 
Mstep: Class 6 contains 45865 members 
Mstep: Class 7 contains 6971 members 
Mstep: Class 8 contains 5439 members 
Mstep: Class 9 contains 8343 members 
Mstep: Class 10 contains 9820 members 
Mstep: Class 11 contains 9286 members 
Mstep: Class 12 contains 2858 members 
Mstep: Class 13 contains 10850 members 
Mstep: Class 14 contains 1633 members 
Mstep: Class 15 contains 11768 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24809 members 
Mstep: Class 18 contains 24233 members 
Mstep: Class 19 contains 7570 members 
Mstep: Class 20 contains 35652 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 6221 members 
Mstep: Class 23 contains 22167 members 
Mstep: Class 24 contains 6063 members 
Mstep: Class 25 contains 16251 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 58870 members 
Mstep: Class 28 contains 4784 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35074 members 
Mstep: Class 31 contains 21742 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 81757 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 288 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Mstep: Class 39 contains 2569 members 
Mstep: Class 40 contains 149 members 
Entering Unmasked Estep 
Score: -80993024.000000 Penalty: 79818.773438
Splitting cluster 35 changes total score from -80993520.000000 to -80993024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Entering Unmasked Estep 
Score: -14633.545898 Penalty: 803.918457
	Iteration 0F: 2 clusters Score -14633.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -14095.052734 Penalty: 1607.836914
	Iteration 0F: 3 clusters Score -14095.05 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -14301.623047 Penalty: 1607.836914
	Iteration 1F: 3 clusters Score -14301.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -14344.469727 Penalty: 1607.836914
	Iteration 2Q: 3 clusters Score -14344.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -14394.972656 Penalty: 1607.836914
	Iteration 3Q: 3 clusters Score -14394.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -14421.902344 Penalty: 1607.836914
	Iteration 4Q: 3 clusters Score -14421.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -14460.615234 Penalty: 1607.836914
	Iteration 5Q: 3 clusters Score -14460.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -14476.546875 Penalty: 1607.836914
	Iteration 6Q: 3 clusters Score -14476.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -14486.336914 Penalty: 1607.836914
	Iteration 7Q: 3 clusters Score -14486.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -14495.010742 Penalty: 1607.836914
	Iteration 8Q: 3 clusters Score -14495.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -14496.788086 Penalty: 1607.836914
	Iteration 9F: 3 clusters Score -14496.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -14521.306641 Penalty: 1607.836914
	Iteration 10Q: 3 clusters Score -14521.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -14524.912109 Penalty: 1607.836914
	Iteration 11Q: 3 clusters Score -14524.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -14524.912109 Penalty: 1607.836914
	Iteration 12F: 3 clusters Score -14524.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Entering Unmasked Estep 
Score: -39030.957031 Penalty: 902.636902
	Iteration 0F: 2 clusters Score -39030.96 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 225 members 
Entering Unmasked Estep 
Score: -38191.042969 Penalty: 1805.273804
	Iteration 0F: 3 clusters Score -38191.04 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -38363.808594 Penalty: 1805.273804
	Iteration 1F: 3 clusters Score -38363.81 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -38443.484375 Penalty: 1805.273804
	Iteration 2F: 3 clusters Score -38443.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -38500.843750 Penalty: 1805.273804
	Iteration 3Q: 3 clusters Score -38500.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -38542.496094 Penalty: 1805.273804
	Iteration 4Q: 3 clusters Score -38542.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -38586.980469 Penalty: 1805.273804
	Iteration 5Q: 3 clusters Score -38586.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -38639.835938 Penalty: 1805.273804
	Iteration 6Q: 3 clusters Score -38639.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -38677.589844 Penalty: 1805.273804
	Iteration 7Q: 3 clusters Score -38677.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -38720.027344 Penalty: 1805.273804
	Iteration 8Q: 3 clusters Score -38720.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -38743.289062 Penalty: 1805.273804
	Iteration 9Q: 3 clusters Score -38743.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -38744.437500 Penalty: 1805.273804
	Iteration 10Q: 3 clusters Score -38744.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -38744.437500 Penalty: 1805.273804
	Iteration 11F: 3 clusters Score -38744.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Entering Unmasked Estep 
Score: -15399.437500 Penalty: 765.079529
	Iteration 0F: 2 clusters Score -15399.44 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 89 members 
Entering Unmasked Estep 
Score: -14872.629883 Penalty: 1530.159058
	Iteration 0F: 3 clusters Score -14872.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -14924.850586 Penalty: 1530.159058
	Iteration 1F: 3 clusters Score -14924.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -14934.903320 Penalty: 1530.159058
	Iteration 2Q: 3 clusters Score -14934.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -14938.461914 Penalty: 1530.159058
	Iteration 3Q: 3 clusters Score -14938.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -14938.461914 Penalty: 1530.159058
	Iteration 4F: 3 clusters Score -14938.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73949 members 
Mstep: Class 2 contains 41348 members 
Mstep: Class 3 contains 8589 members 
Mstep: Class 4 contains 2626 members 
Mstep: Class 5 contains 67682 members 
Mstep: Class 6 contains 45865 members 
Mstep: Class 7 contains 6971 members 
Mstep: Class 8 contains 5439 members 
Mstep: Class 9 contains 8343 members 
Mstep: Class 10 contains 9820 members 
Mstep: Class 11 contains 9286 members 
Mstep: Class 12 contains 2858 members 
Mstep: Class 13 contains 10850 members 
Mstep: Class 14 contains 1633 members 
Mstep: Class 15 contains 11768 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24809 members 
Mstep: Class 18 contains 24233 members 
Mstep: Class 19 contains 7570 members 
Mstep: Class 20 contains 35652 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 6221 members 
Mstep: Class 23 contains 22167 members 
Mstep: Class 24 contains 6063 members 
Mstep: Class 25 contains 16251 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 58870 members 
Mstep: Class 28 contains 4784 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35074 members 
Mstep: Class 31 contains 21742 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 81757 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993976.000000 Penalty: 77823.304688
Iteration 199Q: 40 clusters Score -8.099398e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73929 members 
Mstep: Class 2 contains 41325 members 
Mstep: Class 3 contains 8567 members 
Mstep: Class 4 contains 2626 members 
Mstep: Class 5 contains 67682 members 
Mstep: Class 6 contains 45695 members 
Mstep: Class 7 contains 6971 members 
Mstep: Class 8 contains 5440 members 
Mstep: Class 9 contains 8343 members 
Mstep: Class 10 contains 9820 members 
Mstep: Class 11 contains 9286 members 
Mstep: Class 12 contains 2858 members 
Mstep: Class 13 contains 10850 members 
Mstep: Class 14 contains 1635 members 
Mstep: Class 15 contains 11772 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24809 members 
Mstep: Class 18 contains 24234 members 
Mstep: Class 19 contains 7456 members 
Mstep: Class 20 contains 35651 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 6217 members 
Mstep: Class 23 contains 22167 members 
Mstep: Class 24 contains 6061 members 
Mstep: Class 25 contains 16250 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 59196 members 
Mstep: Class 28 contains 4785 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35072 members 
Mstep: Class 31 contains 21742 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 81781 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Mstep: Class 39 contains 2569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994240.000000 Penalty: 77823.304688
Iteration 200F: 40 clusters Score -8.099424e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73925 members 
Mstep: Class 2 contains 41310 members 
Mstep: Class 3 contains 8569 members 
Mstep: Class 4 contains 2626 members 
Mstep: Class 5 contains 67683 members 
Mstep: Class 6 contains 45535 members 
Mstep: Class 7 contains 6971 members 
Mstep: Class 8 contains 5440 members 
Mstep: Class 9 contains 8345 members 
Mstep: Class 10 contains 9823 members 
Mstep: Class 11 contains 9286 members 
Mstep: Class 12 contains 2858 members 
Mstep: Class 13 contains 10850 members 
Mstep: Class 14 contains 1637 members 
Mstep: Class 15 contains 11779 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24809 members 
Mstep: Class 18 contains 24234 members 
Mstep: Class 19 contains 7364 members 
Mstep: Class 20 contains 35650 members 
Mstep: Class 21 contains 8979 members 
Mstep: Class 22 contains 6211 members 
Mstep: Class 23 contains 22167 members 
Mstep: Class 24 contains 6057 members 
Mstep: Class 25 contains 16250 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 59241 members 
Mstep: Class 28 contains 4785 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35068 members 
Mstep: Class 31 contains 21742 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 81763 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Mstep: Class 39 contains 2810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994432.000000 Penalty: 77823.304688
Iteration 201Q: 40 clusters Score -8.099443e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73930 members 
Mstep: Class 2 contains 41307 members 
Mstep: Class 3 contains 8574 members 
Mstep: Class 4 contains 2625 members 
Mstep: Class 5 contains 67683 members 
Mstep: Class 6 contains 45403 members 
Mstep: Class 7 contains 6971 members 
Mstep: Class 8 contains 5439 members 
Mstep: Class 9 contains 8345 members 
Mstep: Class 10 contains 9822 members 
Mstep: Class 11 contains 9286 members 
Mstep: Class 12 contains 2858 members 
Mstep: Class 13 contains 10850 members 
Mstep: Class 14 contains 1638 members 
Mstep: Class 15 contains 11785 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24813 members 
Mstep: Class 18 contains 24235 members 
Mstep: Class 19 contains 7275 members 
Mstep: Class 20 contains 35650 members 
Mstep: Class 21 contains 8979 members 
Mstep: Class 22 contains 6205 members 
Mstep: Class 23 contains 22166 members 
Mstep: Class 24 contains 6053 members 
Mstep: Class 25 contains 16253 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 59265 members 
Mstep: Class 28 contains 4785 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35068 members 
Mstep: Class 31 contains 21742 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 81798 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Mstep: Class 39 contains 2964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994640.000000 Penalty: 77823.304688
Iteration 202Q: 40 clusters Score -8.099464e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73930 members 
Mstep: Class 2 contains 41305 members 
Mstep: Class 3 contains 8590 members 
Mstep: Class 4 contains 2625 members 
Mstep: Class 5 contains 67683 members 
Mstep: Class 6 contains 45277 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 5443 members 
Mstep: Class 9 contains 8346 members 
Mstep: Class 10 contains 9818 members 
Mstep: Class 11 contains 9286 members 
Mstep: Class 12 contains 2859 members 
Mstep: Class 13 contains 10850 members 
Mstep: Class 14 contains 1643 members 
Mstep: Class 15 contains 11793 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24819 members 
Mstep: Class 18 contains 24235 members 
Mstep: Class 19 contains 7205 members 
Mstep: Class 20 contains 35650 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 6197 members 
Mstep: Class 23 contains 22165 members 
Mstep: Class 24 contains 6045 members 
Mstep: Class 25 contains 16254 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 59293 members 
Mstep: Class 28 contains 4784 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35065 members 
Mstep: Class 31 contains 21742 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 81817 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Mstep: Class 39 contains 3100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994824.000000 Penalty: 77823.304688
Iteration 203Q: 40 clusters Score -8.099482e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73931 members 
Mstep: Class 2 contains 41301 members 
Mstep: Class 3 contains 8598 members 
Mstep: Class 4 contains 2624 members 
Mstep: Class 5 contains 67684 members 
Mstep: Class 6 contains 45169 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 5448 members 
Mstep: Class 9 contains 8344 members 
Mstep: Class 10 contains 9817 members 
Mstep: Class 11 contains 9286 members 
Mstep: Class 12 contains 2859 members 
Mstep: Class 13 contains 10849 members 
Mstep: Class 14 contains 1644 members 
Mstep: Class 15 contains 11795 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24820 members 
Mstep: Class 18 contains 24235 members 
Mstep: Class 19 contains 7143 members 
Mstep: Class 20 contains 35648 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 6192 members 
Mstep: Class 23 contains 22165 members 
Mstep: Class 24 contains 6041 members 
Mstep: Class 25 contains 16252 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 59308 members 
Mstep: Class 28 contains 4784 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35059 members 
Mstep: Class 31 contains 21742 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 81873 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Mstep: Class 39 contains 3208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994744.000000 Penalty: 77823.304688
Iteration 204Q: 40 clusters Score -8.099474e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73928 members 
Mstep: Class 2 contains 41299 members 
Mstep: Class 3 contains 8606 members 
Mstep: Class 4 contains 2623 members 
Mstep: Class 5 contains 67683 members 
Mstep: Class 6 contains 45068 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 5450 members 
Mstep: Class 9 contains 8344 members 
Mstep: Class 10 contains 9814 members 
Mstep: Class 11 contains 9286 members 
Mstep: Class 12 contains 2859 members 
Mstep: Class 13 contains 10851 members 
Mstep: Class 14 contains 1645 members 
Mstep: Class 15 contains 11796 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24820 members 
Mstep: Class 18 contains 24236 members 
Mstep: Class 19 contains 7091 members 
Mstep: Class 20 contains 35646 members 
Mstep: Class 21 contains 8977 members 
Mstep: Class 22 contains 6190 members 
Mstep: Class 23 contains 22165 members 
Mstep: Class 24 contains 6035 members 
Mstep: Class 25 contains 16252 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 59322 members 
Mstep: Class 28 contains 4783 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35057 members 
Mstep: Class 31 contains 21742 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 81928 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Mstep: Class 39 contains 3301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994872.000000 Penalty: 77823.304688
Iteration 205Q: 40 clusters Score -8.099487e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73908 members 
Mstep: Class 2 contains 41296 members 
Mstep: Class 3 contains 8619 members 
Mstep: Class 4 contains 2623 members 
Mstep: Class 5 contains 67679 members 
Mstep: Class 6 contains 44987 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 5454 members 
Mstep: Class 9 contains 8347 members 
Mstep: Class 10 contains 9809 members 
Mstep: Class 11 contains 9286 members 
Mstep: Class 12 contains 2859 members 
Mstep: Class 13 contains 10852 members 
Mstep: Class 14 contains 1645 members 
Mstep: Class 15 contains 11798 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24822 members 
Mstep: Class 18 contains 24236 members 
Mstep: Class 19 contains 7045 members 
Mstep: Class 20 contains 35648 members 
Mstep: Class 21 contains 8977 members 
Mstep: Class 22 contains 6188 members 
Mstep: Class 23 contains 22166 members 
Mstep: Class 24 contains 6025 members 
Mstep: Class 25 contains 16254 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 59340 members 
Mstep: Class 28 contains 4784 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35050 members 
Mstep: Class 31 contains 21742 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 81987 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Mstep: Class 39 contains 3371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994856.000000 Penalty: 77823.304688
Iteration 206Q: 40 clusters Score -8.099486e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73870 members 
Mstep: Class 2 contains 41288 members 
Mstep: Class 3 contains 8640 members 
Mstep: Class 4 contains 2623 members 
Mstep: Class 5 contains 67678 members 
Mstep: Class 6 contains 44901 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 5457 members 
Mstep: Class 9 contains 8348 members 
Mstep: Class 10 contains 9807 members 
Mstep: Class 11 contains 9286 members 
Mstep: Class 12 contains 2858 members 
Mstep: Class 13 contains 10851 members 
Mstep: Class 14 contains 1645 members 
Mstep: Class 15 contains 11802 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24820 members 
Mstep: Class 18 contains 24237 members 
Mstep: Class 19 contains 7014 members 
Mstep: Class 20 contains 35648 members 
Mstep: Class 21 contains 8977 members 
Mstep: Class 22 contains 6182 members 
Mstep: Class 23 contains 22166 members 
Mstep: Class 24 contains 6021 members 
Mstep: Class 25 contains 16258 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 59382 members 
Mstep: Class 28 contains 4785 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35049 members 
Mstep: Class 31 contains 21742 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 82036 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Mstep: Class 39 contains 3426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994848.000000 Penalty: 77823.304688
Iteration 207Q: 40 clusters Score -8.099485e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73840 members 
Mstep: Class 2 contains 41287 members 
Mstep: Class 3 contains 8650 members 
Mstep: Class 4 contains 2624 members 
Mstep: Class 5 contains 67680 members 
Mstep: Class 6 contains 44813 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 5466 members 
Mstep: Class 9 contains 8350 members 
Mstep: Class 10 contains 9804 members 
Mstep: Class 11 contains 9286 members 
Mstep: Class 12 contains 2858 members 
Mstep: Class 13 contains 10851 members 
Mstep: Class 14 contains 1645 members 
Mstep: Class 15 contains 11805 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24821 members 
Mstep: Class 18 contains 24237 members 
Mstep: Class 19 contains 6972 members 
Mstep: Class 20 contains 35645 members 
Mstep: Class 21 contains 8977 members 
Mstep: Class 22 contains 6179 members 
Mstep: Class 23 contains 22167 members 
Mstep: Class 24 contains 6014 members 
Mstep: Class 25 contains 16258 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 59401 members 
Mstep: Class 28 contains 4784 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35050 members 
Mstep: Class 31 contains 21742 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 82115 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Mstep: Class 39 contains 3476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994784.000000 Penalty: 77823.304688
Iteration 208Q: 40 clusters Score -8.099478e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73809 members 
Mstep: Class 2 contains 41290 members 
Mstep: Class 3 contains 8666 members 
Mstep: Class 4 contains 2623 members 
Mstep: Class 5 contains 67681 members 
Mstep: Class 6 contains 44746 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 5472 members 
Mstep: Class 9 contains 8349 members 
Mstep: Class 10 contains 9797 members 
Mstep: Class 11 contains 9286 members 
Mstep: Class 12 contains 2858 members 
Mstep: Class 13 contains 10856 members 
Mstep: Class 14 contains 1645 members 
Mstep: Class 15 contains 11805 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24824 members 
Mstep: Class 18 contains 24237 members 
Mstep: Class 19 contains 6923 members 
Mstep: Class 20 contains 35643 members 
Mstep: Class 21 contains 8977 members 
Mstep: Class 22 contains 6171 members 
Mstep: Class 23 contains 22167 members 
Mstep: Class 24 contains 6015 members 
Mstep: Class 25 contains 16250 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 59423 members 
Mstep: Class 28 contains 4783 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35048 members 
Mstep: Class 31 contains 21742 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 82188 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Mstep: Class 39 contains 3523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994904.000000 Penalty: 77823.304688
Iteration 209Q: 40 clusters Score -8.09949e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73786 members 
Mstep: Class 2 contains 41291 members 
Mstep: Class 3 contains 8682 members 
Mstep: Class 4 contains 2623 members 
Mstep: Class 5 contains 67679 members 
Mstep: Class 6 contains 44683 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 5481 members 
Mstep: Class 9 contains 8349 members 
Mstep: Class 10 contains 9795 members 
Mstep: Class 11 contains 9286 members 
Mstep: Class 12 contains 2857 members 
Mstep: Class 13 contains 10858 members 
Mstep: Class 14 contains 1644 members 
Mstep: Class 15 contains 11803 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24828 members 
Mstep: Class 18 contains 24237 members 
Mstep: Class 19 contains 6887 members 
Mstep: Class 20 contains 35641 members 
Mstep: Class 21 contains 8977 members 
Mstep: Class 22 contains 6163 members 
Mstep: Class 23 contains 22167 members 
Mstep: Class 24 contains 6016 members 
Mstep: Class 25 contains 16251 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 59431 members 
Mstep: Class 28 contains 4781 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35046 members 
Mstep: Class 31 contains 21743 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 82252 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Mstep: Class 39 contains 3560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994872.000000 Penalty: 77823.304688
Iteration 210Q: 40 clusters Score -8.099487e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73750 members 
Mstep: Class 2 contains 41293 members 
Mstep: Class 3 contains 8697 members 
Mstep: Class 4 contains 2623 members 
Mstep: Class 5 contains 67677 members 
Mstep: Class 6 contains 44634 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 5494 members 
Mstep: Class 9 contains 8349 members 
Mstep: Class 10 contains 9794 members 
Mstep: Class 11 contains 9286 members 
Mstep: Class 12 contains 2857 members 
Mstep: Class 13 contains 10861 members 
Mstep: Class 14 contains 1646 members 
Mstep: Class 15 contains 11802 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24825 members 
Mstep: Class 18 contains 24236 members 
Mstep: Class 19 contains 6857 members 
Mstep: Class 20 contains 35639 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 6156 members 
Mstep: Class 23 contains 22167 members 
Mstep: Class 24 contains 6012 members 
Mstep: Class 25 contains 16254 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 59447 members 
Mstep: Class 28 contains 4778 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35045 members 
Mstep: Class 31 contains 21744 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 82318 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Mstep: Class 39 contains 3578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994864.000000 Penalty: 77823.304688
Iteration 211Q: 40 clusters Score -8.099486e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73702 members 
Mstep: Class 2 contains 41293 members 
Mstep: Class 3 contains 8709 members 
Mstep: Class 4 contains 2621 members 
Mstep: Class 5 contains 67677 members 
Mstep: Class 6 contains 44599 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 5497 members 
Mstep: Class 9 contains 8349 members 
Mstep: Class 10 contains 9795 members 
Mstep: Class 11 contains 9286 members 
Mstep: Class 12 contains 2858 members 
Mstep: Class 13 contains 10860 members 
Mstep: Class 14 contains 1646 members 
Mstep: Class 15 contains 11801 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24827 members 
Mstep: Class 18 contains 24236 members 
Mstep: Class 19 contains 6830 members 
Mstep: Class 20 contains 35637 members 
Mstep: Class 21 contains 8979 members 
Mstep: Class 22 contains 6150 members 
Mstep: Class 23 contains 22167 members 
Mstep: Class 24 contains 6010 members 
Mstep: Class 25 contains 16256 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 59461 members 
Mstep: Class 28 contains 4778 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35045 members 
Mstep: Class 31 contains 21744 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 82378 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Mstep: Class 39 contains 3606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994648.000000 Penalty: 77823.304688
Iteration 212Q: 40 clusters Score -8.099465e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73659 members 
Mstep: Class 2 contains 41285 members 
Mstep: Class 3 contains 8725 members 
Mstep: Class 4 contains 2619 members 
Mstep: Class 5 contains 67675 members 
Mstep: Class 6 contains 44558 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 5503 members 
Mstep: Class 9 contains 8352 members 
Mstep: Class 10 contains 9794 members 
Mstep: Class 11 contains 9286 members 
Mstep: Class 12 contains 2859 members 
Mstep: Class 13 contains 10862 members 
Mstep: Class 14 contains 1646 members 
Mstep: Class 15 contains 11801 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24835 members 
Mstep: Class 18 contains 24238 members 
Mstep: Class 19 contains 6797 members 
Mstep: Class 20 contains 35637 members 
Mstep: Class 21 contains 8979 members 
Mstep: Class 22 contains 6144 members 
Mstep: Class 23 contains 22167 members 
Mstep: Class 24 contains 6004 members 
Mstep: Class 25 contains 16261 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 59468 members 
Mstep: Class 28 contains 4779 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35042 members 
Mstep: Class 31 contains 21744 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 82443 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Mstep: Class 39 contains 3635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994688.000000 Penalty: 77823.304688
Iteration 213Q: 40 clusters Score -8.099469e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73628 members 
Mstep: Class 2 contains 41276 members 
Mstep: Class 3 contains 8740 members 
Mstep: Class 4 contains 2618 members 
Mstep: Class 5 contains 67675 members 
Mstep: Class 6 contains 44530 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 5509 members 
Mstep: Class 9 contains 8356 members 
Mstep: Class 10 contains 9792 members 
Mstep: Class 11 contains 9286 members 
Mstep: Class 12 contains 2859 members 
Mstep: Class 13 contains 10862 members 
Mstep: Class 14 contains 1644 members 
Mstep: Class 15 contains 11802 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24835 members 
Mstep: Class 18 contains 24239 members 
Mstep: Class 19 contains 6770 members 
Mstep: Class 20 contains 35637 members 
Mstep: Class 21 contains 8980 members 
Mstep: Class 22 contains 6136 members 
Mstep: Class 23 contains 22167 members 
Mstep: Class 24 contains 6001 members 
Mstep: Class 25 contains 16264 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 59463 members 
Mstep: Class 28 contains 4778 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35043 members 
Mstep: Class 31 contains 21744 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 82497 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Mstep: Class 39 contains 3666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994784.000000 Penalty: 77823.304688
Iteration 214Q: 40 clusters Score -8.099478e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73614 members 
Mstep: Class 2 contains 41270 members 
Mstep: Class 3 contains 8749 members 
Mstep: Class 4 contains 2618 members 
Mstep: Class 5 contains 67674 members 
Mstep: Class 6 contains 44500 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 5509 members 
Mstep: Class 9 contains 8357 members 
Mstep: Class 10 contains 9795 members 
Mstep: Class 11 contains 9286 members 
Mstep: Class 12 contains 2860 members 
Mstep: Class 13 contains 10863 members 
Mstep: Class 14 contains 1643 members 
Mstep: Class 15 contains 11803 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24843 members 
Mstep: Class 18 contains 24240 members 
Mstep: Class 19 contains 6738 members 
Mstep: Class 20 contains 35637 members 
Mstep: Class 21 contains 8980 members 
Mstep: Class 22 contains 6130 members 
Mstep: Class 23 contains 22167 members 
Mstep: Class 24 contains 5996 members 
Mstep: Class 25 contains 16274 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 59451 members 
Mstep: Class 28 contains 4778 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35041 members 
Mstep: Class 31 contains 21744 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 82545 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Mstep: Class 39 contains 3692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994760.000000 Penalty: 77823.304688
Iteration 215Q: 40 clusters Score -8.099476e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73600 members 
Mstep: Class 2 contains 41271 members 
Mstep: Class 3 contains 8754 members 
Mstep: Class 4 contains 2617 members 
Mstep: Class 5 contains 67674 members 
Mstep: Class 6 contains 44485 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 5515 members 
Mstep: Class 9 contains 8358 members 
Mstep: Class 10 contains 9800 members 
Mstep: Class 11 contains 9286 members 
Mstep: Class 12 contains 2860 members 
Mstep: Class 13 contains 10862 members 
Mstep: Class 14 contains 1643 members 
Mstep: Class 15 contains 11805 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24843 members 
Mstep: Class 18 contains 24240 members 
Mstep: Class 19 contains 6709 members 
Mstep: Class 20 contains 35638 members 
Mstep: Class 21 contains 8980 members 
Mstep: Class 22 contains 6120 members 
Mstep: Class 23 contains 22167 members 
Mstep: Class 24 contains 5992 members 
Mstep: Class 25 contains 16280 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 59444 members 
Mstep: Class 28 contains 4777 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35037 members 
Mstep: Class 31 contains 21744 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 82581 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Mstep: Class 39 contains 3715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994784.000000 Penalty: 77823.304688
Iteration 216Q: 40 clusters Score -8.099478e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73595 members 
Mstep: Class 2 contains 41271 members 
Mstep: Class 3 contains 8758 members 
Mstep: Class 4 contains 2617 members 
Mstep: Class 5 contains 67673 members 
Mstep: Class 6 contains 44467 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 5521 members 
Mstep: Class 9 contains 8362 members 
Mstep: Class 10 contains 9807 members 
Mstep: Class 11 contains 9286 members 
Mstep: Class 12 contains 2858 members 
Mstep: Class 13 contains 10861 members 
Mstep: Class 14 contains 1644 members 
Mstep: Class 15 contains 11808 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24844 members 
Mstep: Class 18 contains 24241 members 
Mstep: Class 19 contains 6681 members 
Mstep: Class 20 contains 35637 members 
Mstep: Class 21 contains 8980 members 
Mstep: Class 22 contains 6110 members 
Mstep: Class 23 contains 22167 members 
Mstep: Class 24 contains 5989 members 
Mstep: Class 25 contains 16286 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 59422 members 
Mstep: Class 28 contains 4778 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35033 members 
Mstep: Class 31 contains 21744 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 82617 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Mstep: Class 39 contains 3740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994824.000000 Penalty: 77823.304688
Iteration 217Q: 40 clusters Score -8.099482e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73586 members 
Mstep: Class 2 contains 41270 members 
Mstep: Class 3 contains 8772 members 
Mstep: Class 4 contains 2613 members 
Mstep: Class 5 contains 67674 members 
Mstep: Class 6 contains 44449 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 5524 members 
Mstep: Class 9 contains 8363 members 
Mstep: Class 10 contains 9814 members 
Mstep: Class 11 contains 9286 members 
Mstep: Class 12 contains 2856 members 
Mstep: Class 13 contains 10860 members 
Mstep: Class 14 contains 1643 members 
Mstep: Class 15 contains 11809 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24847 members 
Mstep: Class 18 contains 24242 members 
Mstep: Class 19 contains 6660 members 
Mstep: Class 20 contains 35636 members 
Mstep: Class 21 contains 8980 members 
Mstep: Class 22 contains 6101 members 
Mstep: Class 23 contains 22167 members 
Mstep: Class 24 contains 5986 members 
Mstep: Class 25 contains 16291 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 59405 members 
Mstep: Class 28 contains 4778 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35032 members 
Mstep: Class 31 contains 21744 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 82646 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Mstep: Class 39 contains 3763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994840.000000 Penalty: 77823.304688
Iteration 218Q: 40 clusters Score -8.099484e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73584 members 
Mstep: Class 2 contains 41270 members 
Mstep: Class 3 contains 8786 members 
Mstep: Class 4 contains 2612 members 
Mstep: Class 5 contains 67675 members 
Mstep: Class 6 contains 44433 members 
Mstep: Class 7 contains 6971 members 
Mstep: Class 8 contains 5524 members 
Mstep: Class 9 contains 8364 members 
Mstep: Class 10 contains 9820 members 
Mstep: Class 11 contains 9286 members 
Mstep: Class 12 contains 2857 members 
Mstep: Class 13 contains 10860 members 
Mstep: Class 14 contains 1643 members 
Mstep: Class 15 contains 11810 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24854 members 
Mstep: Class 18 contains 24243 members 
Mstep: Class 19 contains 6635 members 
Mstep: Class 20 contains 35633 members 
Mstep: Class 21 contains 8980 members 
Mstep: Class 22 contains 6090 members 
Mstep: Class 23 contains 22167 members 
Mstep: Class 24 contains 5981 members 
Mstep: Class 25 contains 16290 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 59375 members 
Mstep: Class 28 contains 4778 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35031 members 
Mstep: Class 31 contains 21744 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 82684 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Mstep: Class 39 contains 3787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994784.000000 Penalty: 77823.304688
Iteration 219Q: 40 clusters Score -8.099478e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73577 members 
Mstep: Class 2 contains 41271 members 
Mstep: Class 3 contains 8800 members 
Mstep: Class 4 contains 2612 members 
Mstep: Class 5 contains 67675 members 
Mstep: Class 6 contains 44403 members 
Mstep: Class 7 contains 6972 members 
Mstep: Class 8 contains 5524 members 
Mstep: Class 9 contains 8363 members 
Mstep: Class 10 contains 9822 members 
Mstep: Class 11 contains 9286 members 
Mstep: Class 12 contains 2857 members 
Mstep: Class 13 contains 10861 members 
Mstep: Class 14 contains 1642 members 
Mstep: Class 15 contains 11812 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24856 members 
Mstep: Class 18 contains 24243 members 
Mstep: Class 19 contains 6606 members 
Mstep: Class 20 contains 35631 members 
Mstep: Class 21 contains 8980 members 
Mstep: Class 22 contains 6083 members 
Mstep: Class 23 contains 22168 members 
Mstep: Class 24 contains 5977 members 
Mstep: Class 25 contains 16291 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 59375 members 
Mstep: Class 28 contains 4777 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35031 members 
Mstep: Class 31 contains 21744 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 82731 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Mstep: Class 39 contains 3797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994776.000000 Penalty: 77823.304688
Iteration 220F: 40 clusters Score -8.099478e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73571 members 
Mstep: Class 2 contains 41270 members 
Mstep: Class 3 contains 8808 members 
Mstep: Class 4 contains 2612 members 
Mstep: Class 5 contains 67674 members 
Mstep: Class 6 contains 44374 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 5526 members 
Mstep: Class 9 contains 8361 members 
Mstep: Class 10 contains 9825 members 
Mstep: Class 11 contains 9287 members 
Mstep: Class 12 contains 2858 members 
Mstep: Class 13 contains 10859 members 
Mstep: Class 14 contains 1644 members 
Mstep: Class 15 contains 11812 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24857 members 
Mstep: Class 18 contains 24242 members 
Mstep: Class 19 contains 6592 members 
Mstep: Class 20 contains 35631 members 
Mstep: Class 21 contains 8980 members 
Mstep: Class 22 contains 6076 members 
Mstep: Class 23 contains 22167 members 
Mstep: Class 24 contains 5976 members 
Mstep: Class 25 contains 16292 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 59355 members 
Mstep: Class 28 contains 4777 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35031 members 
Mstep: Class 31 contains 21744 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 82770 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Mstep: Class 39 contains 3823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994736.000000 Penalty: 77823.304688
Iteration 221Q: 40 clusters Score -8.099474e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73571 members 
Mstep: Class 2 contains 41269 members 
Mstep: Class 3 contains 8814 members 
Mstep: Class 4 contains 2611 members 
Mstep: Class 5 contains 67675 members 
Mstep: Class 6 contains 44360 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 5527 members 
Mstep: Class 9 contains 8361 members 
Mstep: Class 10 contains 9827 members 
Mstep: Class 11 contains 9287 members 
Mstep: Class 12 contains 2857 members 
Mstep: Class 13 contains 10859 members 
Mstep: Class 14 contains 1645 members 
Mstep: Class 15 contains 11812 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24860 members 
Mstep: Class 18 contains 24243 members 
Mstep: Class 19 contains 6568 members 
Mstep: Class 20 contains 35631 members 
Mstep: Class 21 contains 8980 members 
Mstep: Class 22 contains 6068 members 
Mstep: Class 23 contains 22167 members 
Mstep: Class 24 contains 5975 members 
Mstep: Class 25 contains 16294 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 59337 members 
Mstep: Class 28 contains 4777 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35028 members 
Mstep: Class 31 contains 21744 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 82811 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Mstep: Class 39 contains 3836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994672.000000 Penalty: 77823.304688
Iteration 222Q: 40 clusters Score -8.099467e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73570 members 
Mstep: Class 2 contains 41262 members 
Mstep: Class 3 contains 8824 members 
Mstep: Class 4 contains 2610 members 
Mstep: Class 5 contains 67672 members 
Mstep: Class 6 contains 44346 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 5528 members 
Mstep: Class 9 contains 8361 members 
Mstep: Class 10 contains 9826 members 
Mstep: Class 11 contains 9287 members 
Mstep: Class 12 contains 2857 members 
Mstep: Class 13 contains 10859 members 
Mstep: Class 14 contains 1645 members 
Mstep: Class 15 contains 11813 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24860 members 
Mstep: Class 18 contains 24243 members 
Mstep: Class 19 contains 6557 members 
Mstep: Class 20 contains 35631 members 
Mstep: Class 21 contains 8980 members 
Mstep: Class 22 contains 6066 members 
Mstep: Class 23 contains 22167 members 
Mstep: Class 24 contains 5972 members 
Mstep: Class 25 contains 16295 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 59323 members 
Mstep: Class 28 contains 4778 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35029 members 
Mstep: Class 31 contains 21744 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 82835 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Mstep: Class 39 contains 3854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994744.000000 Penalty: 77823.304688
Iteration 223Q: 40 clusters Score -8.099474e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73570 members 
Mstep: Class 2 contains 41264 members 
Mstep: Class 3 contains 8836 members 
Mstep: Class 4 contains 2609 members 
Mstep: Class 5 contains 67672 members 
Mstep: Class 6 contains 44316 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 5529 members 
Mstep: Class 9 contains 8361 members 
Mstep: Class 10 contains 9826 members 
Mstep: Class 11 contains 9287 members 
Mstep: Class 12 contains 2857 members 
Mstep: Class 13 contains 10859 members 
Mstep: Class 14 contains 1646 members 
Mstep: Class 15 contains 11813 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24860 members 
Mstep: Class 18 contains 24243 members 
Mstep: Class 19 contains 6539 members 
Mstep: Class 20 contains 35631 members 
Mstep: Class 21 contains 8979 members 
Mstep: Class 22 contains 6062 members 
Mstep: Class 23 contains 22167 members 
Mstep: Class 24 contains 5970 members 
Mstep: Class 25 contains 16296 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 59304 members 
Mstep: Class 28 contains 4779 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35029 members 
Mstep: Class 31 contains 21744 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 82874 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Mstep: Class 39 contains 3872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994672.000000 Penalty: 77823.304688
Iteration 224Q: 40 clusters Score -8.099467e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73565 members 
Mstep: Class 2 contains 41264 members 
Mstep: Class 3 contains 8851 members 
Mstep: Class 4 contains 2609 members 
Mstep: Class 5 contains 67677 members 
Mstep: Class 6 contains 44293 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 5531 members 
Mstep: Class 9 contains 8361 members 
Mstep: Class 10 contains 9827 members 
Mstep: Class 11 contains 9287 members 
Mstep: Class 12 contains 2857 members 
Mstep: Class 13 contains 10858 members 
Mstep: Class 14 contains 1646 members 
Mstep: Class 15 contains 11814 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24861 members 
Mstep: Class 18 contains 24243 members 
Mstep: Class 19 contains 6523 members 
Mstep: Class 20 contains 35631 members 
Mstep: Class 21 contains 8979 members 
Mstep: Class 22 contains 6054 members 
Mstep: Class 23 contains 22166 members 
Mstep: Class 24 contains 5970 members 
Mstep: Class 25 contains 16295 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 59279 members 
Mstep: Class 28 contains 4780 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35031 members 
Mstep: Class 31 contains 21744 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 82913 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Mstep: Class 39 contains 3885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994528.000000 Penalty: 77823.304688
Iteration 225Q: 40 clusters Score -8.099453e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73553 members 
Mstep: Class 2 contains 41263 members 
Mstep: Class 3 contains 8858 members 
Mstep: Class 4 contains 2609 members 
Mstep: Class 5 contains 67678 members 
Mstep: Class 6 contains 44274 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 5535 members 
Mstep: Class 9 contains 8362 members 
Mstep: Class 10 contains 9829 members 
Mstep: Class 11 contains 9287 members 
Mstep: Class 12 contains 2857 members 
Mstep: Class 13 contains 10858 members 
Mstep: Class 14 contains 1646 members 
Mstep: Class 15 contains 11816 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24862 members 
Mstep: Class 18 contains 24243 members 
Mstep: Class 19 contains 6495 members 
Mstep: Class 20 contains 35631 members 
Mstep: Class 21 contains 8979 members 
Mstep: Class 22 contains 6048 members 
Mstep: Class 23 contains 22166 members 
Mstep: Class 24 contains 5970 members 
Mstep: Class 25 contains 16294 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 59262 members 
Mstep: Class 28 contains 4780 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35031 members 
Mstep: Class 31 contains 21744 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 82961 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Mstep: Class 39 contains 3903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994552.000000 Penalty: 77823.304688
Iteration 226Q: 40 clusters Score -8.099455e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73540 members 
Mstep: Class 2 contains 41263 members 
Mstep: Class 3 contains 8862 members 
Mstep: Class 4 contains 2608 members 
Mstep: Class 5 contains 67678 members 
Mstep: Class 6 contains 44246 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 5538 members 
Mstep: Class 9 contains 8360 members 
Mstep: Class 10 contains 9829 members 
Mstep: Class 11 contains 9287 members 
Mstep: Class 12 contains 2857 members 
Mstep: Class 13 contains 10858 members 
Mstep: Class 14 contains 1646 members 
Mstep: Class 15 contains 11820 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24864 members 
Mstep: Class 18 contains 24244 members 
Mstep: Class 19 contains 6481 members 
Mstep: Class 20 contains 35632 members 
Mstep: Class 21 contains 8979 members 
Mstep: Class 22 contains 6046 members 
Mstep: Class 23 contains 22166 members 
Mstep: Class 24 contains 5970 members 
Mstep: Class 25 contains 16294 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 59239 members 
Mstep: Class 28 contains 4779 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35032 members 
Mstep: Class 31 contains 21744 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 83009 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Mstep: Class 39 contains 3923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994472.000000 Penalty: 77823.304688
Iteration 227Q: 40 clusters Score -8.099447e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73527 members 
Mstep: Class 2 contains 41261 members 
Mstep: Class 3 contains 8869 members 
Mstep: Class 4 contains 2608 members 
Mstep: Class 5 contains 67678 members 
Mstep: Class 6 contains 44219 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 5540 members 
Mstep: Class 9 contains 8360 members 
Mstep: Class 10 contains 9831 members 
Mstep: Class 11 contains 9287 members 
Mstep: Class 12 contains 2857 members 
Mstep: Class 13 contains 10857 members 
Mstep: Class 14 contains 1646 members 
Mstep: Class 15 contains 11820 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24864 members 
Mstep: Class 18 contains 24245 members 
Mstep: Class 19 contains 6465 members 
Mstep: Class 20 contains 35631 members 
Mstep: Class 21 contains 8979 members 
Mstep: Class 22 contains 6043 members 
Mstep: Class 23 contains 22166 members 
Mstep: Class 24 contains 5970 members 
Mstep: Class 25 contains 16296 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 59210 members 
Mstep: Class 28 contains 4779 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35033 members 
Mstep: Class 31 contains 21745 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 83054 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Mstep: Class 39 contains 3954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994432.000000 Penalty: 77823.304688
Iteration 228Q: 40 clusters Score -8.099443e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73516 members 
Mstep: Class 2 contains 41262 members 
Mstep: Class 3 contains 8873 members 
Mstep: Class 4 contains 2608 members 
Mstep: Class 5 contains 67678 members 
Mstep: Class 6 contains 44190 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 5542 members 
Mstep: Class 9 contains 8360 members 
Mstep: Class 10 contains 9833 members 
Mstep: Class 11 contains 9287 members 
Mstep: Class 12 contains 2857 members 
Mstep: Class 13 contains 10857 members 
Mstep: Class 14 contains 1646 members 
Mstep: Class 15 contains 11820 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24867 members 
Mstep: Class 18 contains 24247 members 
Mstep: Class 19 contains 6447 members 
Mstep: Class 20 contains 35631 members 
Mstep: Class 21 contains 8979 members 
Mstep: Class 22 contains 6039 members 
Mstep: Class 23 contains 22166 members 
Mstep: Class 24 contains 5970 members 
Mstep: Class 25 contains 16297 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 59195 members 
Mstep: Class 28 contains 4779 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35033 members 
Mstep: Class 31 contains 21745 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 83095 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Mstep: Class 39 contains 3975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994328.000000 Penalty: 77823.304688
Iteration 229Q: 40 clusters Score -8.099433e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73503 members 
Mstep: Class 2 contains 41266 members 
Mstep: Class 3 contains 8880 members 
Mstep: Class 4 contains 2608 members 
Mstep: Class 5 contains 67677 members 
Mstep: Class 6 contains 44165 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 5542 members 
Mstep: Class 9 contains 8360 members 
Mstep: Class 10 contains 9834 members 
Mstep: Class 11 contains 9287 members 
Mstep: Class 12 contains 2857 members 
Mstep: Class 13 contains 10858 members 
Mstep: Class 14 contains 1646 members 
Mstep: Class 15 contains 11820 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24869 members 
Mstep: Class 18 contains 24246 members 
Mstep: Class 19 contains 6433 members 
Mstep: Class 20 contains 35631 members 
Mstep: Class 21 contains 8979 members 
Mstep: Class 22 contains 6036 members 
Mstep: Class 23 contains 22166 members 
Mstep: Class 24 contains 5970 members 
Mstep: Class 25 contains 16297 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 59188 members 
Mstep: Class 28 contains 4779 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35032 members 
Mstep: Class 31 contains 21745 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 83127 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Mstep: Class 39 contains 3993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994256.000000 Penalty: 77823.304688
Iteration 230Q: 40 clusters Score -8.099426e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73491 members 
Mstep: Class 2 contains 41269 members 
Mstep: Class 3 contains 8888 members 
Mstep: Class 4 contains 2608 members 
Mstep: Class 5 contains 67677 members 
Mstep: Class 6 contains 44134 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 5542 members 
Mstep: Class 9 contains 8359 members 
Mstep: Class 10 contains 9835 members 
Mstep: Class 11 contains 9287 members 
Mstep: Class 12 contains 2857 members 
Mstep: Class 13 contains 10860 members 
Mstep: Class 14 contains 1646 members 
Mstep: Class 15 contains 11819 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24868 members 
Mstep: Class 18 contains 24246 members 
Mstep: Class 19 contains 6423 members 
Mstep: Class 20 contains 35631 members 
Mstep: Class 21 contains 8979 members 
Mstep: Class 22 contains 6035 members 
Mstep: Class 23 contains 22166 members 
Mstep: Class 24 contains 5968 members 
Mstep: Class 25 contains 16298 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 59184 members 
Mstep: Class 28 contains 4779 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35033 members 
Mstep: Class 31 contains 21745 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 83160 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Mstep: Class 39 contains 4007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994200.000000 Penalty: 77823.304688
Iteration 231Q: 40 clusters Score -8.09942e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73477 members 
Mstep: Class 2 contains 41271 members 
Mstep: Class 3 contains 8893 members 
Mstep: Class 4 contains 2607 members 
Mstep: Class 5 contains 67677 members 
Mstep: Class 6 contains 44110 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 5542 members 
Mstep: Class 9 contains 8359 members 
Mstep: Class 10 contains 9838 members 
Mstep: Class 11 contains 9287 members 
Mstep: Class 12 contains 2857 members 
Mstep: Class 13 contains 10862 members 
Mstep: Class 14 contains 1646 members 
Mstep: Class 15 contains 11820 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24867 members 
Mstep: Class 18 contains 24246 members 
Mstep: Class 19 contains 6416 members 
Mstep: Class 20 contains 35630 members 
Mstep: Class 21 contains 8979 members 
Mstep: Class 22 contains 6034 members 
Mstep: Class 23 contains 22166 members 
Mstep: Class 24 contains 5964 members 
Mstep: Class 25 contains 16300 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 59184 members 
Mstep: Class 28 contains 4779 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35035 members 
Mstep: Class 31 contains 21745 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 83186 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Mstep: Class 39 contains 4017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994216.000000 Penalty: 77823.304688
Iteration 232Q: 40 clusters Score -8.099422e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73466 members 
Mstep: Class 2 contains 41270 members 
Mstep: Class 3 contains 8895 members 
Mstep: Class 4 contains 2607 members 
Mstep: Class 5 contains 67677 members 
Mstep: Class 6 contains 44091 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 5542 members 
Mstep: Class 9 contains 8359 members 
Mstep: Class 10 contains 9838 members 
Mstep: Class 11 contains 9287 members 
Mstep: Class 12 contains 2858 members 
Mstep: Class 13 contains 10864 members 
Mstep: Class 14 contains 1646 members 
Mstep: Class 15 contains 11821 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24868 members 
Mstep: Class 18 contains 24246 members 
Mstep: Class 19 contains 6406 members 
Mstep: Class 20 contains 35630 members 
Mstep: Class 21 contains 8979 members 
Mstep: Class 22 contains 6033 members 
Mstep: Class 23 contains 22166 members 
Mstep: Class 24 contains 5960 members 
Mstep: Class 25 contains 16297 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 59199 members 
Mstep: Class 28 contains 4779 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35035 members 
Mstep: Class 31 contains 21745 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 83208 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Mstep: Class 39 contains 4022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994096.000000 Penalty: 77823.304688
Iteration 233Q: 40 clusters Score -8.09941e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73456 members 
Mstep: Class 2 contains 41268 members 
Mstep: Class 3 contains 8898 members 
Mstep: Class 4 contains 2607 members 
Mstep: Class 5 contains 67679 members 
Mstep: Class 6 contains 44084 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 5542 members 
Mstep: Class 9 contains 8358 members 
Mstep: Class 10 contains 9838 members 
Mstep: Class 11 contains 9287 members 
Mstep: Class 12 contains 2858 members 
Mstep: Class 13 contains 10865 members 
Mstep: Class 14 contains 1646 members 
Mstep: Class 15 contains 11824 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24869 members 
Mstep: Class 18 contains 24246 members 
Mstep: Class 19 contains 6394 members 
Mstep: Class 20 contains 35630 members 
Mstep: Class 21 contains 8979 members 
Mstep: Class 22 contains 6032 members 
Mstep: Class 23 contains 22166 members 
Mstep: Class 24 contains 5958 members 
Mstep: Class 25 contains 16297 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 59209 members 
Mstep: Class 28 contains 4779 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35036 members 
Mstep: Class 31 contains 21745 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 83214 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Mstep: Class 39 contains 4030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994208.000000 Penalty: 77823.304688
Iteration 234Q: 40 clusters Score -8.099421e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73449 members 
Mstep: Class 2 contains 41268 members 
Mstep: Class 3 contains 8906 members 
Mstep: Class 4 contains 2607 members 
Mstep: Class 5 contains 67677 members 
Mstep: Class 6 contains 44067 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 5543 members 
Mstep: Class 9 contains 8357 members 
Mstep: Class 10 contains 9837 members 
Mstep: Class 11 contains 9287 members 
Mstep: Class 12 contains 2858 members 
Mstep: Class 13 contains 10866 members 
Mstep: Class 14 contains 1647 members 
Mstep: Class 15 contains 11826 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24869 members 
Mstep: Class 18 contains 24247 members 
Mstep: Class 19 contains 6387 members 
Mstep: Class 20 contains 35630 members 
Mstep: Class 21 contains 8979 members 
Mstep: Class 22 contains 6031 members 
Mstep: Class 23 contains 22166 members 
Mstep: Class 24 contains 5958 members 
Mstep: Class 25 contains 16296 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 59227 members 
Mstep: Class 28 contains 4778 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35036 members 
Mstep: Class 31 contains 21745 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 83208 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Mstep: Class 39 contains 4042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994208.000000 Penalty: 77823.304688
Iteration 235Q: 40 clusters Score -8.099421e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73443 members 
Mstep: Class 2 contains 41265 members 
Mstep: Class 3 contains 8905 members 
Mstep: Class 4 contains 2606 members 
Mstep: Class 5 contains 67675 members 
Mstep: Class 6 contains 44051 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 5543 members 
Mstep: Class 9 contains 8357 members 
Mstep: Class 10 contains 9840 members 
Mstep: Class 11 contains 9287 members 
Mstep: Class 12 contains 2858 members 
Mstep: Class 13 contains 10865 members 
Mstep: Class 14 contains 1649 members 
Mstep: Class 15 contains 11828 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24872 members 
Mstep: Class 18 contains 24247 members 
Mstep: Class 19 contains 6375 members 
Mstep: Class 20 contains 35629 members 
Mstep: Class 21 contains 8979 members 
Mstep: Class 22 contains 6027 members 
Mstep: Class 23 contains 22166 members 
Mstep: Class 24 contains 5956 members 
Mstep: Class 25 contains 16298 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 59239 members 
Mstep: Class 28 contains 4779 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35037 members 
Mstep: Class 31 contains 21745 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 83223 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Mstep: Class 39 contains 4050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994208.000000 Penalty: 77823.304688
Iteration 236Q: 40 clusters Score -8.099421e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73426 members 
Mstep: Class 2 contains 41266 members 
Mstep: Class 3 contains 8905 members 
Mstep: Class 4 contains 2606 members 
Mstep: Class 5 contains 67674 members 
Mstep: Class 6 contains 44052 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 5543 members 
Mstep: Class 9 contains 8358 members 
Mstep: Class 10 contains 9847 members 
Mstep: Class 11 contains 9287 members 
Mstep: Class 12 contains 2858 members 
Mstep: Class 13 contains 10865 members 
Mstep: Class 14 contains 1651 members 
Mstep: Class 15 contains 11829 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24870 members 
Mstep: Class 18 contains 24247 members 
Mstep: Class 19 contains 6364 members 
Mstep: Class 20 contains 35628 members 
Mstep: Class 21 contains 8979 members 
Mstep: Class 22 contains 6014 members 
Mstep: Class 23 contains 22166 members 
Mstep: Class 24 contains 5954 members 
Mstep: Class 25 contains 16296 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 59254 members 
Mstep: Class 28 contains 4779 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35036 members 
Mstep: Class 31 contains 21745 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 83240 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Mstep: Class 39 contains 4055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994328.000000 Penalty: 77823.304688
Iteration 237Q: 40 clusters Score -8.099433e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73410 members 
Mstep: Class 2 contains 41263 members 
Mstep: Class 3 contains 8910 members 
Mstep: Class 4 contains 2606 members 
Mstep: Class 5 contains 67673 members 
Mstep: Class 6 contains 44039 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 5543 members 
Mstep: Class 9 contains 8359 members 
Mstep: Class 10 contains 9849 members 
Mstep: Class 11 contains 9287 members 
Mstep: Class 12 contains 2858 members 
Mstep: Class 13 contains 10865 members 
Mstep: Class 14 contains 1651 members 
Mstep: Class 15 contains 11829 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24871 members 
Mstep: Class 18 contains 24249 members 
Mstep: Class 19 contains 6360 members 
Mstep: Class 20 contains 35628 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 6009 members 
Mstep: Class 23 contains 22166 members 
Mstep: Class 24 contains 5952 members 
Mstep: Class 25 contains 16292 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 59276 members 
Mstep: Class 28 contains 4779 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35037 members 
Mstep: Class 31 contains 21745 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 83246 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Mstep: Class 39 contains 4064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994272.000000 Penalty: 77823.304688
Iteration 238Q: 40 clusters Score -8.099427e+07 nChanged 127
Entering ConstructFrom: 
Score: -80994272.000000 Penalty: 77823.304688
Entering ConstructFrom: 
Trying to split cluster 1 (73387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73387 members 
Entering Unmasked Estep 
Score: -9342424.000000 Penalty: 1667.081055
	Iteration 0F: 2 clusters Score -9342424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36560 members 
Mstep: Class 2 contains 36827 members 
Entering Unmasked Estep 
Score: -9298163.000000 Penalty: 3334.162109
	Iteration 0F: 3 clusters Score -9298163 nChanged 34380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34244 members 
Mstep: Class 2 contains 39143 members 
Entering Unmasked Estep 
Score: -9318137.000000 Penalty: 3334.162109
	Iteration 1F: 3 clusters Score -9318137 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32774 members 
Mstep: Class 2 contains 40613 members 
Entering Unmasked Estep 
Score: -9319267.000000 Penalty: 3334.162109
	Iteration 2Q: 3 clusters Score -9319267 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30566 members 
Mstep: Class 2 contains 42821 members 
Entering Unmasked Estep 
Score: -9320863.000000 Penalty: 3334.162109
	Iteration 3F: 3 clusters Score -9320863 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27674 members 
Mstep: Class 2 contains 45713 members 
Entering Unmasked Estep 
Score: -9323017.000000 Penalty: 3334.162109
	Iteration 4F: 3 clusters Score -9323017 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24332 members 
Mstep: Class 2 contains 49055 members 
Entering Unmasked Estep 
Score: -9325467.000000 Penalty: 3334.162109
	Iteration 5F: 3 clusters Score -9325467 nChanged 4619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 52448 members 
Entering Unmasked Estep 
Score: -9327899.000000 Penalty: 3334.162109
	Iteration 6F: 3 clusters Score -9327899 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 55678 members 
Entering Unmasked Estep 
Score: -9329831.000000 Penalty: 3334.162109
	Iteration 7F: 3 clusters Score -9329831 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 58740 members 
Entering Unmasked Estep 
Score: -9331592.000000 Penalty: 3334.162109
	Iteration 8Q: 3 clusters Score -9331592 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 61724 members 
Entering Unmasked Estep 
Score: -9333388.000000 Penalty: 3334.162109
	Iteration 9Q: 3 clusters Score -9333388 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 64442 members 
Entering Unmasked Estep 
Score: -9335154.000000 Penalty: 3334.162109
	Iteration 10Q: 3 clusters Score -9335154 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 66875 members 
Entering Unmasked Estep 
Score: -9336735.000000 Penalty: 3334.162109
	Iteration 11Q: 3 clusters Score -9336735 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 69004 members 
Entering Unmasked Estep 
Score: -9338241.000000 Penalty: 3334.162109
	Iteration 12Q: 3 clusters Score -9338241 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 70617 members 
Entering Unmasked Estep 
Score: -9339431.000000 Penalty: 3334.162109
	Iteration 13Q: 3 clusters Score -9339431 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 71637 members 
Entering Unmasked Estep 
Score: -9340102.000000 Penalty: 3334.162109
	Iteration 14Q: 3 clusters Score -9340102 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 72216 members 
Entering Unmasked Estep 
Score: -9340498.000000 Penalty: 3334.162109
	Iteration 15Q: 3 clusters Score -9340498 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 72539 members 
Entering Unmasked Estep 
Score: -9340712.000000 Penalty: 3334.162109
	Iteration 16Q: 3 clusters Score -9340712 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 72715 members 
Entering Unmasked Estep 
Score: -9340843.000000 Penalty: 3334.162109
	Iteration 17Q: 3 clusters Score -9340843 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 72809 members 
Entering Unmasked Estep 
Score: -9340924.000000 Penalty: 3334.162109
	Iteration 18Q: 3 clusters Score -9340924 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 72868 members 
Entering Unmasked Estep 
Score: -9340969.000000 Penalty: 3334.162109
	Iteration 19Q: 3 clusters Score -9340969 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 72900 members 
Entering Unmasked Estep 
Score: -9341000.000000 Penalty: 3334.162109
	Iteration 20F: 3 clusters Score -9341000 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 72931 members 
Entering Unmasked Estep 
Score: -9341026.000000 Penalty: 3334.162109
	Iteration 21Q: 3 clusters Score -9341026 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 72950 members 
Entering Unmasked Estep 
Score: -9341056.000000 Penalty: 3334.162109
	Iteration 22Q: 3 clusters Score -9341056 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 72968 members 
Entering Unmasked Estep 
Score: -9341062.000000 Penalty: 3334.162109
	Iteration 23Q: 3 clusters Score -9341062 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 72974 members 
Entering Unmasked Estep 
Score: -9341078.000000 Penalty: 3334.162109
	Iteration 24Q: 3 clusters Score -9341078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 72972 members 
Entering Unmasked Estep 
Score: -9341084.000000 Penalty: 3334.162109
	Iteration 25Q: 3 clusters Score -9341084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 72975 members 
Entering Unmasked Estep 
Score: -9341082.000000 Penalty: 3334.162109
	Iteration 26Q: 3 clusters Score -9341082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 72977 members 
Entering Unmasked Estep 
Score: -9341087.000000 Penalty: 3334.162109
	Iteration 27Q: 3 clusters Score -9341087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 72980 members 
Entering Unmasked Estep 
Score: -9341103.000000 Penalty: 3334.162109
	Iteration 28Q: 3 clusters Score -9341103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 72983 members 
Entering Unmasked Estep 
Score: -9341111.000000 Penalty: 3334.162109
	Iteration 29Q: 3 clusters Score -9341111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 72986 members 
Entering Unmasked Estep 
Score: -9341125.000000 Penalty: 3334.162109
	Iteration 30Q: 3 clusters Score -9341125 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 72992 members 
Entering Unmasked Estep 
Score: -9341130.000000 Penalty: 3334.162109
	Iteration 31Q: 3 clusters Score -9341130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 72998 members 
Entering Unmasked Estep 
Score: -9341138.000000 Penalty: 3334.162109
	Iteration 32Q: 3 clusters Score -9341138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 73002 members 
Entering Unmasked Estep 
Score: -9341146.000000 Penalty: 3334.162109
	Iteration 33Q: 3 clusters Score -9341146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 73007 members 
Entering Unmasked Estep 
Score: -9341157.000000 Penalty: 3334.162109
	Iteration 34Q: 3 clusters Score -9341157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 73010 members 
Entering Unmasked Estep 
Score: -9341161.000000 Penalty: 3334.162109
	Iteration 35Q: 3 clusters Score -9341161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 73015 members 
Entering Unmasked Estep 
Score: -9341167.000000 Penalty: 3334.162109
	Iteration 36Q: 3 clusters Score -9341167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 73015 members 
Entering Unmasked Estep 
Score: -9341167.000000 Penalty: 3334.162109
	Iteration 37Q: 3 clusters Score -9341167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 73018 members 
Entering Unmasked Estep 
Score: -9341168.000000 Penalty: 3334.162109
	Iteration 38Q: 3 clusters Score -9341168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 73018 members 
Entering Unmasked Estep 
Score: -9341171.000000 Penalty: 3334.162109
	Iteration 39Q: 3 clusters Score -9341171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 73019 members 
Entering Unmasked Estep 
Score: -9341167.000000 Penalty: 3334.162109
	Iteration 40F: 3 clusters Score -9341167 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (41258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41258 members 
Entering Unmasked Estep 
Score: -5070604.000000 Penalty: 1581.386963
	Iteration 0F: 2 clusters Score -5070604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -5043766.000000 Penalty: 3162.773926
	Iteration 0F: 3 clusters Score -5043766 nChanged 18891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -5054163.000000 Penalty: 3162.773926
	Iteration 1F: 3 clusters Score -5054163 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21881 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -5054719.000000 Penalty: 3162.773926
	Iteration 2Q: 3 clusters Score -5054719 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -5055226.000000 Penalty: 3162.773926
	Iteration 3Q: 3 clusters Score -5055226 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23458 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -5055873.500000 Penalty: 3162.773926
	Iteration 4Q: 3 clusters Score -5055874 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24700 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -5056669.000000 Penalty: 3162.773926
	Iteration 5Q: 3 clusters Score -5056669 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26453 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -5057935.000000 Penalty: 3162.773926
	Iteration 6F: 3 clusters Score -5057935 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28673 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -5059705.000000 Penalty: 3162.773926
	Iteration 7F: 3 clusters Score -5059705 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31202 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -5061962.500000 Penalty: 3162.773926
	Iteration 8F: 3 clusters Score -5061962 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33616 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -5064327.000000 Penalty: 3162.773926
	Iteration 9F: 3 clusters Score -5064327 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35518 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -5066355.500000 Penalty: 3162.773926
	Iteration 10F: 3 clusters Score -5066356 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36738 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -5067772.500000 Penalty: 3162.773926
	Iteration 11Q: 3 clusters Score -5067772 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37389 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -5068526.000000 Penalty: 3162.773926
	Iteration 12Q: 3 clusters Score -5068526 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37771 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -5068860.000000 Penalty: 3162.773926
	Iteration 13Q: 3 clusters Score -5068860 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38006 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -5069065.000000 Penalty: 3162.773926
	Iteration 14Q: 3 clusters Score -5069065 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38205 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -5069143.500000 Penalty: 3162.773926
	Iteration 15Q: 3 clusters Score -5069144 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38358 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -5069210.500000 Penalty: 3162.773926
	Iteration 16Q: 3 clusters Score -5069210 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38480 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -5069269.500000 Penalty: 3162.773926
	Iteration 17Q: 3 clusters Score -5069270 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38583 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -5069289.000000 Penalty: 3162.773926
	Iteration 18Q: 3 clusters Score -5069289 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38666 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -5069333.000000 Penalty: 3162.773926
	Iteration 19Q: 3 clusters Score -5069333 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38735 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -5069340.500000 Penalty: 3162.773926
	Iteration 20F: 3 clusters Score -5069340 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38803 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -5069374.000000 Penalty: 3162.773926
	Iteration 21Q: 3 clusters Score -5069374 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38867 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -5069390.000000 Penalty: 3162.773926
	Iteration 22Q: 3 clusters Score -5069390 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38922 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -5069395.000000 Penalty: 3162.773926
	Iteration 23Q: 3 clusters Score -5069395 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38974 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -5069390.000000 Penalty: 3162.773926
	Iteration 24Q: 3 clusters Score -5069390 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39015 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -5069402.500000 Penalty: 3162.773926
	Iteration 25Q: 3 clusters Score -5069402 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39046 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -5069417.000000 Penalty: 3162.773926
	Iteration 26Q: 3 clusters Score -5069417 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39083 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -5069424.500000 Penalty: 3162.773926
	Iteration 27Q: 3 clusters Score -5069424 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39111 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -5069436.000000 Penalty: 3162.773926
	Iteration 28Q: 3 clusters Score -5069436 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39151 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -5069453.000000 Penalty: 3162.773926
	Iteration 29Q: 3 clusters Score -5069453 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39191 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -5069451.000000 Penalty: 3162.773926
	Iteration 30Q: 3 clusters Score -5069451 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39228 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -5069453.000000 Penalty: 3162.773926
	Iteration 31Q: 3 clusters Score -5069453 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39254 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -5069468.000000 Penalty: 3162.773926
	Iteration 32Q: 3 clusters Score -5069468 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39273 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -5069470.500000 Penalty: 3162.773926
	Iteration 33Q: 3 clusters Score -5069470 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39296 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -5069480.500000 Penalty: 3162.773926
	Iteration 34Q: 3 clusters Score -5069480 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39319 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -5069489.000000 Penalty: 3162.773926
	Iteration 35Q: 3 clusters Score -5069489 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39333 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -5069502.000000 Penalty: 3162.773926
	Iteration 36Q: 3 clusters Score -5069502 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39345 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -5069506.500000 Penalty: 3162.773926
	Iteration 37Q: 3 clusters Score -5069506 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39361 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -5069514.500000 Penalty: 3162.773926
	Iteration 38Q: 3 clusters Score -5069514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39369 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -5069517.500000 Penalty: 3162.773926
	Iteration 39Q: 3 clusters Score -5069518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39374 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -5069516.500000 Penalty: 3162.773926
	Iteration 40F: 3 clusters Score -5069516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39377 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -5069516.000000 Penalty: 3162.773926
	Iteration 41Q: 3 clusters Score -5069516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39380 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -5069516.500000 Penalty: 3162.773926
	Iteration 42Q: 3 clusters Score -5069516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39384 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -5069524.500000 Penalty: 3162.773926
	Iteration 43Q: 3 clusters Score -5069524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39390 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -5069534.500000 Penalty: 3162.773926
	Iteration 44Q: 3 clusters Score -5069534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39394 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -5069528.500000 Penalty: 3162.773926
	Iteration 45Q: 3 clusters Score -5069528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39396 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -5069526.000000 Penalty: 3162.773926
	Iteration 46Q: 3 clusters Score -5069526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39398 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -5069521.500000 Penalty: 3162.773926
	Iteration 47Q: 3 clusters Score -5069522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39401 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -5069520.000000 Penalty: 3162.773926
	Iteration 48Q: 3 clusters Score -5069520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39406 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -5069522.000000 Penalty: 3162.773926
	Iteration 49Q: 3 clusters Score -5069522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39412 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -5069526.000000 Penalty: 3162.773926
	Iteration 50Q: 3 clusters Score -5069526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39413 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -5069529.500000 Penalty: 3162.773926
	Iteration 51Q: 3 clusters Score -5069530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39415 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -5069531.000000 Penalty: 3162.773926
	Iteration 52Q: 3 clusters Score -5069531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39417 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -5069531.000000 Penalty: 3162.773926
	Iteration 53Q: 3 clusters Score -5069531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39417 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -5069528.000000 Penalty: 3162.773926
	Iteration 54Q: 3 clusters Score -5069528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39417 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -5069528.000000 Penalty: 3162.773926
	Iteration 55F: 3 clusters Score -5069528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Entering Unmasked Estep 
Score: -1128586.125000 Penalty: 1353.292114
	Iteration 0F: 2 clusters Score -1128586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1122560.250000 Penalty: 2706.584229
	Iteration 0F: 3 clusters Score -1122560 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1124422.375000 Penalty: 2706.584229
	Iteration 1F: 3 clusters Score -1124422 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1124696.750000 Penalty: 2706.584229
	Iteration 2F: 3 clusters Score -1124697 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1124885.000000 Penalty: 2706.584229
	Iteration 3Q: 3 clusters Score -1124885 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1125027.750000 Penalty: 2706.584229
	Iteration 4Q: 3 clusters Score -1125028 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1125131.625000 Penalty: 2706.584229
	Iteration 5Q: 3 clusters Score -1125132 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1125218.625000 Penalty: 2706.584229
	Iteration 6Q: 3 clusters Score -1125219 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1125303.250000 Penalty: 2706.584229
	Iteration 7Q: 3 clusters Score -1125303 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1125380.000000 Penalty: 2706.584229
	Iteration 8Q: 3 clusters Score -1125380 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1125460.000000 Penalty: 2706.584229
	Iteration 9Q: 3 clusters Score -1125460 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1125558.500000 Penalty: 2706.584229
	Iteration 10Q: 3 clusters Score -1125558 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1125656.875000 Penalty: 2706.584229
	Iteration 11Q: 3 clusters Score -1125657 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1125752.625000 Penalty: 2706.584229
	Iteration 12Q: 3 clusters Score -1125753 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1125853.500000 Penalty: 2706.584229
	Iteration 13Q: 3 clusters Score -1125854 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1125968.875000 Penalty: 2706.584229
	Iteration 14Q: 3 clusters Score -1125969 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1126084.500000 Penalty: 2706.584229
	Iteration 15Q: 3 clusters Score -1126084 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1126208.375000 Penalty: 2706.584229
	Iteration 16Q: 3 clusters Score -1126208 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1126334.875000 Penalty: 2706.584229
	Iteration 17Q: 3 clusters Score -1126335 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1126473.875000 Penalty: 2706.584229
	Iteration 18Q: 3 clusters Score -1126474 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1126608.250000 Penalty: 2706.584229
	Iteration 19Q: 3 clusters Score -1126608 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1126752.750000 Penalty: 2706.584229
	Iteration 20F: 3 clusters Score -1126753 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1126875.875000 Penalty: 2706.584229
	Iteration 21Q: 3 clusters Score -1126876 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1126974.750000 Penalty: 2706.584229
	Iteration 22Q: 3 clusters Score -1126975 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1127043.625000 Penalty: 2706.584229
	Iteration 23Q: 3 clusters Score -1127044 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1127108.750000 Penalty: 2706.584229
	Iteration 24Q: 3 clusters Score -1127109 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1127165.000000 Penalty: 2706.584229
	Iteration 25Q: 3 clusters Score -1127165 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1127227.000000 Penalty: 2706.584229
	Iteration 26Q: 3 clusters Score -1127227 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1127281.875000 Penalty: 2706.584229
	Iteration 27Q: 3 clusters Score -1127282 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1127330.000000 Penalty: 2706.584229
	Iteration 28Q: 3 clusters Score -1127330 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1127361.375000 Penalty: 2706.584229
	Iteration 29Q: 3 clusters Score -1127361 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1127395.500000 Penalty: 2706.584229
	Iteration 30Q: 3 clusters Score -1127396 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1127426.000000 Penalty: 2706.584229
	Iteration 31Q: 3 clusters Score -1127426 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1127454.250000 Penalty: 2706.584229
	Iteration 32Q: 3 clusters Score -1127454 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1127484.375000 Penalty: 2706.584229
	Iteration 33Q: 3 clusters Score -1127484 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1127505.750000 Penalty: 2706.584229
	Iteration 34Q: 3 clusters Score -1127506 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1127526.125000 Penalty: 2706.584229
	Iteration 35Q: 3 clusters Score -1127526 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1127538.125000 Penalty: 2706.584229
	Iteration 36Q: 3 clusters Score -1127538 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1127553.250000 Penalty: 2706.584229
	Iteration 37Q: 3 clusters Score -1127553 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1127556.000000 Penalty: 2706.584229
	Iteration 38Q: 3 clusters Score -1127556 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1127570.625000 Penalty: 2706.584229
	Iteration 39Q: 3 clusters Score -1127571 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1127575.750000 Penalty: 2706.584229
	Iteration 40F: 3 clusters Score -1127576 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1127582.125000 Penalty: 2706.584229
	Iteration 41Q: 3 clusters Score -1127582 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1127584.875000 Penalty: 2706.584229
	Iteration 42Q: 3 clusters Score -1127585 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1127586.875000 Penalty: 2706.584229
	Iteration 43Q: 3 clusters Score -1127587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1127587.750000 Penalty: 2706.584229
	Iteration 44Q: 3 clusters Score -1127588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1127590.500000 Penalty: 2706.584229
	Iteration 45Q: 3 clusters Score -1127590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1127592.375000 Penalty: 2706.584229
	Iteration 46Q: 3 clusters Score -1127592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1127590.000000 Penalty: 2706.584229
	Iteration 47Q: 3 clusters Score -1127590 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1127593.250000 Penalty: 2706.584229
	Iteration 48Q: 3 clusters Score -1127593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1127592.625000 Penalty: 2706.584229
	Iteration 49Q: 3 clusters Score -1127593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1127593.000000 Penalty: 2706.584229
	Iteration 50Q: 3 clusters Score -1127593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1127594.000000 Penalty: 2706.584229
	Iteration 51Q: 3 clusters Score -1127594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1127596.625000 Penalty: 2706.584229
	Iteration 52Q: 3 clusters Score -1127597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1127595.375000 Penalty: 2706.584229
	Iteration 53Q: 3 clusters Score -1127595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1127598.125000 Penalty: 2706.584229
	Iteration 54Q: 3 clusters Score -1127598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1127598.125000 Penalty: 2706.584229
	Iteration 55Q: 3 clusters Score -1127598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1127598.125000 Penalty: 2706.584229
	Iteration 56Q: 3 clusters Score -1127598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1127597.750000 Penalty: 2706.584229
	Iteration 57Q: 3 clusters Score -1127598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1127595.625000 Penalty: 2706.584229
	Iteration 58Q: 3 clusters Score -1127596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1127597.125000 Penalty: 2706.584229
	Iteration 59Q: 3 clusters Score -1127597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1127598.375000 Penalty: 2706.584229
	Iteration 60F: 3 clusters Score -1127598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1127599.125000 Penalty: 2706.584229
	Iteration 61Q: 3 clusters Score -1127599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1127601.875000 Penalty: 2706.584229
	Iteration 62Q: 3 clusters Score -1127602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1127602.625000 Penalty: 2706.584229
	Iteration 63Q: 3 clusters Score -1127603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1127607.625000 Penalty: 2706.584229
	Iteration 64Q: 3 clusters Score -1127608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1127605.500000 Penalty: 2706.584229
	Iteration 65Q: 3 clusters Score -1127606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1127605.250000 Penalty: 2706.584229
	Iteration 66Q: 3 clusters Score -1127605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1127607.125000 Penalty: 2706.584229
	Iteration 67Q: 3 clusters Score -1127607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1127606.625000 Penalty: 2706.584229
	Iteration 68Q: 3 clusters Score -1127607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1127607.000000 Penalty: 2706.584229
	Iteration 69Q: 3 clusters Score -1127607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1127608.375000 Penalty: 2706.584229
	Iteration 70Q: 3 clusters Score -1127608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1127610.625000 Penalty: 2706.584229
	Iteration 71Q: 3 clusters Score -1127611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1127610.500000 Penalty: 2706.584229
	Iteration 72Q: 3 clusters Score -1127610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1127611.625000 Penalty: 2706.584229
	Iteration 73Q: 3 clusters Score -1127612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1127611.625000 Penalty: 2706.584229
	Iteration 74Q: 3 clusters Score -1127612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1127612.500000 Penalty: 2706.584229
	Iteration 75Q: 3 clusters Score -1127612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1127612.500000 Penalty: 2706.584229
	Iteration 76F: 3 clusters Score -1127612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Entering Unmasked Estep 
Score: -282334.562500 Penalty: 1170.397095
	Iteration 0F: 2 clusters Score -282334.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -280117.718750 Penalty: 2340.794189
	Iteration 0F: 3 clusters Score -280117.7 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -280868.593750 Penalty: 2340.794189
	Iteration 1F: 3 clusters Score -280868.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -281230.937500 Penalty: 2340.794189
	Iteration 2F: 3 clusters Score -281230.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -281494.437500 Penalty: 2340.794189
	Iteration 3F: 3 clusters Score -281494.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -281722.343750 Penalty: 2340.794189
	Iteration 4F: 3 clusters Score -281722.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -281870.218750 Penalty: 2340.794189
	Iteration 5Q: 3 clusters Score -281870.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -281973.812500 Penalty: 2340.794189
	Iteration 6Q: 3 clusters Score -281973.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -282050.687500 Penalty: 2340.794189
	Iteration 7Q: 3 clusters Score -282050.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -282111.250000 Penalty: 2340.794189
	Iteration 8Q: 3 clusters Score -282111.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -282138.437500 Penalty: 2340.794189
	Iteration 9Q: 3 clusters Score -282138.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -282153.781250 Penalty: 2340.794189
	Iteration 10Q: 3 clusters Score -282153.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -282165.250000 Penalty: 2340.794189
	Iteration 11Q: 3 clusters Score -282165.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -282171.406250 Penalty: 2340.794189
	Iteration 12Q: 3 clusters Score -282171.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -282174.093750 Penalty: 2340.794189
	Iteration 13Q: 3 clusters Score -282174.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -282176.281250 Penalty: 2340.794189
	Iteration 14Q: 3 clusters Score -282176.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -282178.375000 Penalty: 2340.794189
	Iteration 15Q: 3 clusters Score -282178.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -282179.062500 Penalty: 2340.794189
	Iteration 16Q: 3 clusters Score -282179.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -282179.156250 Penalty: 2340.794189
	Iteration 17Q: 3 clusters Score -282179.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -282180.281250 Penalty: 2340.794189
	Iteration 18Q: 3 clusters Score -282180.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -282182.468750 Penalty: 2340.794189
	Iteration 19Q: 3 clusters Score -282182.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -282184.437500 Penalty: 2340.794189
	Iteration 20F: 3 clusters Score -282184.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -282188.156250 Penalty: 2340.794189
	Iteration 21Q: 3 clusters Score -282188.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -282189.281250 Penalty: 2340.794189
	Iteration 22Q: 3 clusters Score -282189.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -282189.531250 Penalty: 2340.794189
	Iteration 23Q: 3 clusters Score -282189.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -282189.687500 Penalty: 2340.794189
	Iteration 24Q: 3 clusters Score -282189.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -282189.687500 Penalty: 2340.794189
	Iteration 25F: 3 clusters Score -282189.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (67673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67673 members 
Entering Unmasked Estep 
Score: -8428944.000000 Penalty: 1655.019409
	Iteration 0F: 2 clusters Score -8428944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33849 members 
Mstep: Class 2 contains 33824 members 
Entering Unmasked Estep 
Score: -8387119.000000 Penalty: 3310.038818
	Iteration 0F: 3 clusters Score -8387119 nChanged 31630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34295 members 
Mstep: Class 2 contains 33378 members 
Entering Unmasked Estep 
Score: -8405039.000000 Penalty: 3310.038818
	Iteration 1F: 3 clusters Score -8405039 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34651 members 
Mstep: Class 2 contains 33022 members 
Entering Unmasked Estep 
Score: -8405730.000000 Penalty: 3310.038818
	Iteration 2Q: 3 clusters Score -8405730 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35114 members 
Mstep: Class 2 contains 32559 members 
Entering Unmasked Estep 
Score: -8406395.000000 Penalty: 3310.038818
	Iteration 3Q: 3 clusters Score -8406395 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35706 members 
Mstep: Class 2 contains 31967 members 
Entering Unmasked Estep 
Score: -8407041.000000 Penalty: 3310.038818
	Iteration 4Q: 3 clusters Score -8407041 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36490 members 
Mstep: Class 2 contains 31183 members 
Entering Unmasked Estep 
Score: -8407626.000000 Penalty: 3310.038818
	Iteration 5Q: 3 clusters Score -8407626 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37577 members 
Mstep: Class 2 contains 30096 members 
Entering Unmasked Estep 
Score: -8408300.000000 Penalty: 3310.038818
	Iteration 6Q: 3 clusters Score -8408300 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39050 members 
Mstep: Class 2 contains 28623 members 
Entering Unmasked Estep 
Score: -8409012.000000 Penalty: 3310.038818
	Iteration 7Q: 3 clusters Score -8409012 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41048 members 
Mstep: Class 2 contains 26625 members 
Entering Unmasked Estep 
Score: -8410117.000000 Penalty: 3310.038818
	Iteration 8Q: 3 clusters Score -8410117 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43595 members 
Mstep: Class 2 contains 24078 members 
Entering Unmasked Estep 
Score: -8411500.000000 Penalty: 3310.038818
	Iteration 9Q: 3 clusters Score -8411500 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46607 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -8413241.000000 Penalty: 3310.038818
	Iteration 10F: 3 clusters Score -8413241 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49918 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -8415161.000000 Penalty: 3310.038818
	Iteration 11F: 3 clusters Score -8415161 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53331 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -8417176.000000 Penalty: 3310.038818
	Iteration 12F: 3 clusters Score -8417176 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56679 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -8419385.000000 Penalty: 3310.038818
	Iteration 13F: 3 clusters Score -8419385 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59634 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -8421554.000000 Penalty: 3310.038818
	Iteration 14Q: 3 clusters Score -8421554 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62130 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -8423491.000000 Penalty: 3310.038818
	Iteration 15Q: 3 clusters Score -8423491 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63909 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -8424965.000000 Penalty: 3310.038818
	Iteration 16Q: 3 clusters Score -8424965 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65095 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -8426042.000000 Penalty: 3310.038818
	Iteration 17Q: 3 clusters Score -8426042 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65817 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -8426729.000000 Penalty: 3310.038818
	Iteration 18Q: 3 clusters Score -8426729 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66178 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -8427191.000000 Penalty: 3310.038818
	Iteration 19Q: 3 clusters Score -8427191 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66358 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -8427443.000000 Penalty: 3310.038818
	Iteration 20F: 3 clusters Score -8427443 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66451 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -8427536.000000 Penalty: 3310.038818
	Iteration 21Q: 3 clusters Score -8427536 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66518 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -8427604.000000 Penalty: 3310.038818
	Iteration 22Q: 3 clusters Score -8427604 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66552 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -8427627.000000 Penalty: 3310.038818
	Iteration 23Q: 3 clusters Score -8427627 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66573 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -8427648.000000 Penalty: 3310.038818
	Iteration 24Q: 3 clusters Score -8427648 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66590 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -8427664.000000 Penalty: 3310.038818
	Iteration 25Q: 3 clusters Score -8427664 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66608 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -8427694.000000 Penalty: 3310.038818
	Iteration 26Q: 3 clusters Score -8427694 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66626 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -8427693.000000 Penalty: 3310.038818
	Iteration 27Q: 3 clusters Score -8427693 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66633 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -8427708.000000 Penalty: 3310.038818
	Iteration 28Q: 3 clusters Score -8427708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66639 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -8427722.000000 Penalty: 3310.038818
	Iteration 29Q: 3 clusters Score -8427722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66642 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -8427735.000000 Penalty: 3310.038818
	Iteration 30Q: 3 clusters Score -8427735 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66641 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -8427725.000000 Penalty: 3310.038818
	Iteration 31Q: 3 clusters Score -8427725 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66645 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -8427750.000000 Penalty: 3310.038818
	Iteration 32Q: 3 clusters Score -8427750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66650 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -8427759.000000 Penalty: 3310.038818
	Iteration 33Q: 3 clusters Score -8427759 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66657 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -8427758.000000 Penalty: 3310.038818
	Iteration 34Q: 3 clusters Score -8427758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66663 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -8427765.000000 Penalty: 3310.038818
	Iteration 35Q: 3 clusters Score -8427765 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66666 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -8427772.000000 Penalty: 3310.038818
	Iteration 36Q: 3 clusters Score -8427772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66673 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -8427775.000000 Penalty: 3310.038818
	Iteration 37Q: 3 clusters Score -8427775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66673 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -8427776.000000 Penalty: 3310.038818
	Iteration 38Q: 3 clusters Score -8427776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66673 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -8427777.000000 Penalty: 3310.038818
	Iteration 39Q: 3 clusters Score -8427777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66675 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -8427773.000000 Penalty: 3310.038818
	Iteration 40F: 3 clusters Score -8427773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66677 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -8427776.000000 Penalty: 3310.038818
	Iteration 41Q: 3 clusters Score -8427776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66679 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -8427774.000000 Penalty: 3310.038818
	Iteration 42Q: 3 clusters Score -8427774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66680 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -8427776.000000 Penalty: 3310.038818
	Iteration 43Q: 3 clusters Score -8427776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66681 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -8427778.000000 Penalty: 3310.038818
	Iteration 44Q: 3 clusters Score -8427778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66681 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -8427778.000000 Penalty: 3310.038818
	Iteration 45F: 3 clusters Score -8427778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (44028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44028 members 
Entering Unmasked Estep 
Score: -5378415.000000 Penalty: 1591.056152
	Iteration 0F: 2 clusters Score -5378415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -5350018.000000 Penalty: 3182.112305
	Iteration 0F: 3 clusters Score -5350018 nChanged 20151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 21714 members 
Entering Unmasked Estep 
Score: -5360865.500000 Penalty: 3182.112305
	Iteration 1F: 3 clusters Score -5360866 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22393 members 
Mstep: Class 2 contains 21635 members 
Entering Unmasked Estep 
Score: -5361347.500000 Penalty: 3182.112305
	Iteration 2Q: 3 clusters Score -5361348 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
Score: -5361848.000000 Penalty: 3182.112305
	Iteration 3Q: 3 clusters Score -5361848 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22588 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -5362270.000000 Penalty: 3182.112305
	Iteration 4Q: 3 clusters Score -5362270 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22726 members 
Mstep: Class 2 contains 21302 members 
Entering Unmasked Estep 
Score: -5362713.500000 Penalty: 3182.112305
	Iteration 5Q: 3 clusters Score -5362714 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -5363125.000000 Penalty: 3182.112305
	Iteration 6Q: 3 clusters Score -5363125 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -5363608.500000 Penalty: 3182.112305
	Iteration 7Q: 3 clusters Score -5363608 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
Score: -5364128.000000 Penalty: 3182.112305
	Iteration 8Q: 3 clusters Score -5364128 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23775 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -5364888.500000 Penalty: 3182.112305
	Iteration 9Q: 3 clusters Score -5364888 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24137 members 
Mstep: Class 2 contains 19891 members 
Entering Unmasked Estep 
Score: -5365904.500000 Penalty: 3182.112305
	Iteration 10Q: 3 clusters Score -5365904 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24512 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -5367162.500000 Penalty: 3182.112305
	Iteration 11Q: 3 clusters Score -5367162 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24907 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -5368655.500000 Penalty: 3182.112305
	Iteration 12F: 3 clusters Score -5368656 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25216 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -5370072.500000 Penalty: 3182.112305
	Iteration 13Q: 3 clusters Score -5370072 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25455 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -5370954.000000 Penalty: 3182.112305
	Iteration 14Q: 3 clusters Score -5370954 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25685 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -5371350.500000 Penalty: 3182.112305
	Iteration 15Q: 3 clusters Score -5371350 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -5371562.500000 Penalty: 3182.112305
	Iteration 16Q: 3 clusters Score -5371562 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26123 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -5371718.000000 Penalty: 3182.112305
	Iteration 17Q: 3 clusters Score -5371718 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -5371804.000000 Penalty: 3182.112305
	Iteration 18Q: 3 clusters Score -5371804 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26614 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -5371849.500000 Penalty: 3182.112305
	Iteration 19Q: 3 clusters Score -5371850 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26839 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -5371937.000000 Penalty: 3182.112305
	Iteration 20F: 3 clusters Score -5371937 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27079 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -5371980.000000 Penalty: 3182.112305
	Iteration 21Q: 3 clusters Score -5371980 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27326 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -5372035.000000 Penalty: 3182.112305
	Iteration 22Q: 3 clusters Score -5372035 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27562 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -5372097.500000 Penalty: 3182.112305
	Iteration 23Q: 3 clusters Score -5372098 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27793 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -5372181.500000 Penalty: 3182.112305
	Iteration 24Q: 3 clusters Score -5372182 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28002 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -5372207.500000 Penalty: 3182.112305
	Iteration 25Q: 3 clusters Score -5372208 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28216 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -5372237.000000 Penalty: 3182.112305
	Iteration 26Q: 3 clusters Score -5372237 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28445 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -5372285.000000 Penalty: 3182.112305
	Iteration 27Q: 3 clusters Score -5372285 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28665 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -5372336.500000 Penalty: 3182.112305
	Iteration 28Q: 3 clusters Score -5372336 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28891 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -5372358.500000 Penalty: 3182.112305
	Iteration 29Q: 3 clusters Score -5372358 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29122 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -5372423.000000 Penalty: 3182.112305
	Iteration 30Q: 3 clusters Score -5372423 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29382 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -5372452.000000 Penalty: 3182.112305
	Iteration 31Q: 3 clusters Score -5372452 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29643 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -5372514.000000 Penalty: 3182.112305
	Iteration 32Q: 3 clusters Score -5372514 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29910 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -5372576.500000 Penalty: 3182.112305
	Iteration 33Q: 3 clusters Score -5372576 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30207 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -5372604.000000 Penalty: 3182.112305
	Iteration 34Q: 3 clusters Score -5372604 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30508 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -5372651.000000 Penalty: 3182.112305
	Iteration 35Q: 3 clusters Score -5372651 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30822 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -5372709.500000 Penalty: 3182.112305
	Iteration 36Q: 3 clusters Score -5372710 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31153 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -5372790.000000 Penalty: 3182.112305
	Iteration 37Q: 3 clusters Score -5372790 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31510 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -5372864.000000 Penalty: 3182.112305
	Iteration 38Q: 3 clusters Score -5372864 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31889 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -5372953.500000 Penalty: 3182.112305
	Iteration 39Q: 3 clusters Score -5372954 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32272 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -5373055.500000 Penalty: 3182.112305
	Iteration 40F: 3 clusters Score -5373056 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32691 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -5373166.000000 Penalty: 3182.112305
	Iteration 41Q: 3 clusters Score -5373166 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33074 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -5373274.000000 Penalty: 3182.112305
	Iteration 42Q: 3 clusters Score -5373274 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33472 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -5373352.000000 Penalty: 3182.112305
	Iteration 43Q: 3 clusters Score -5373352 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33880 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -5373481.000000 Penalty: 3182.112305
	Iteration 44Q: 3 clusters Score -5373481 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34321 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -5373623.000000 Penalty: 3182.112305
	Iteration 45Q: 3 clusters Score -5373623 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34778 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -5373811.000000 Penalty: 3182.112305
	Iteration 46Q: 3 clusters Score -5373811 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35287 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -5373996.500000 Penalty: 3182.112305
	Iteration 47Q: 3 clusters Score -5373996 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35809 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -5374171.500000 Penalty: 3182.112305
	Iteration 48Q: 3 clusters Score -5374172 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36382 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -5374390.500000 Penalty: 3182.112305
	Iteration 49Q: 3 clusters Score -5374390 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36965 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -5374657.000000 Penalty: 3182.112305
	Iteration 50Q: 3 clusters Score -5374657 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37527 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -5374933.000000 Penalty: 3182.112305
	Iteration 51Q: 3 clusters Score -5374933 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38110 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -5375225.500000 Penalty: 3182.112305
	Iteration 52Q: 3 clusters Score -5375226 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38636 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -5375482.000000 Penalty: 3182.112305
	Iteration 53Q: 3 clusters Score -5375482 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39145 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -5375726.000000 Penalty: 3182.112305
	Iteration 54Q: 3 clusters Score -5375726 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39633 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -5375937.500000 Penalty: 3182.112305
	Iteration 55Q: 3 clusters Score -5375938 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40066 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -5376147.500000 Penalty: 3182.112305
	Iteration 56Q: 3 clusters Score -5376148 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40472 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -5376362.000000 Penalty: 3182.112305
	Iteration 57Q: 3 clusters Score -5376362 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40830 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -5376533.000000 Penalty: 3182.112305
	Iteration 58Q: 3 clusters Score -5376533 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41116 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -5376680.500000 Penalty: 3182.112305
	Iteration 59Q: 3 clusters Score -5376680 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41361 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -5376788.000000 Penalty: 3182.112305
	Iteration 60F: 3 clusters Score -5376788 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41556 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -5376884.500000 Penalty: 3182.112305
	Iteration 61Q: 3 clusters Score -5376884 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41727 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -5376945.000000 Penalty: 3182.112305
	Iteration 62Q: 3 clusters Score -5376945 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41871 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -5376999.500000 Penalty: 3182.112305
	Iteration 63Q: 3 clusters Score -5377000 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41999 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -5377047.500000 Penalty: 3182.112305
	Iteration 64Q: 3 clusters Score -5377048 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42124 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -5377078.000000 Penalty: 3182.112305
	Iteration 65Q: 3 clusters Score -5377078 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42236 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -5377137.500000 Penalty: 3182.112305
	Iteration 66Q: 3 clusters Score -5377138 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42320 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -5377176.500000 Penalty: 3182.112305
	Iteration 67Q: 3 clusters Score -5377176 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42393 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -5377197.000000 Penalty: 3182.112305
	Iteration 68Q: 3 clusters Score -5377197 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42461 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -5377212.500000 Penalty: 3182.112305
	Iteration 69Q: 3 clusters Score -5377212 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42521 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -5377238.500000 Penalty: 3182.112305
	Iteration 70Q: 3 clusters Score -5377238 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42568 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -5377240.000000 Penalty: 3182.112305
	Iteration 71Q: 3 clusters Score -5377240 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42618 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -5377262.000000 Penalty: 3182.112305
	Iteration 72Q: 3 clusters Score -5377262 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42657 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -5377269.500000 Penalty: 3182.112305
	Iteration 73Q: 3 clusters Score -5377270 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42681 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -5377268.000000 Penalty: 3182.112305
	Iteration 74Q: 3 clusters Score -5377268 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42704 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -5377278.500000 Penalty: 3182.112305
	Iteration 75Q: 3 clusters Score -5377278 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42734 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -5377295.000000 Penalty: 3182.112305
	Iteration 76Q: 3 clusters Score -5377295 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42758 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -5377312.000000 Penalty: 3182.112305
	Iteration 77Q: 3 clusters Score -5377312 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42785 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -5377314.000000 Penalty: 3182.112305
	Iteration 78Q: 3 clusters Score -5377314 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42802 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -5377321.000000 Penalty: 3182.112305
	Iteration 79Q: 3 clusters Score -5377321 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42815 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -5377325.000000 Penalty: 3182.112305
	Iteration 80F: 3 clusters Score -5377325 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42836 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -5377338.500000 Penalty: 3182.112305
	Iteration 81Q: 3 clusters Score -5377338 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42853 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -5377342.000000 Penalty: 3182.112305
	Iteration 82Q: 3 clusters Score -5377342 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42871 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -5377353.500000 Penalty: 3182.112305
	Iteration 83Q: 3 clusters Score -5377354 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42879 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -5377354.000000 Penalty: 3182.112305
	Iteration 84Q: 3 clusters Score -5377354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42889 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -5377364.500000 Penalty: 3182.112305
	Iteration 85Q: 3 clusters Score -5377364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42893 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -5377358.000000 Penalty: 3182.112305
	Iteration 86Q: 3 clusters Score -5377358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42899 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -5377366.000000 Penalty: 3182.112305
	Iteration 87Q: 3 clusters Score -5377366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42904 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -5377366.000000 Penalty: 3182.112305
	Iteration 88Q: 3 clusters Score -5377366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42909 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -5377368.000000 Penalty: 3182.112305
	Iteration 89Q: 3 clusters Score -5377368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42917 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -5377367.000000 Penalty: 3182.112305
	Iteration 90Q: 3 clusters Score -5377367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42920 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -5377370.500000 Penalty: 3182.112305
	Iteration 91Q: 3 clusters Score -5377370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42921 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -5377367.500000 Penalty: 3182.112305
	Iteration 92Q: 3 clusters Score -5377368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42921 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -5377366.000000 Penalty: 3182.112305
	Iteration 93Q: 3 clusters Score -5377366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42923 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -5377368.500000 Penalty: 3182.112305
	Iteration 94Q: 3 clusters Score -5377368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42923 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -5377368.500000 Penalty: 3182.112305
	Iteration 95F: 3 clusters Score -5377368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Entering Unmasked Estep 
Score: -885799.437500 Penalty: 1316.850464
	Iteration 0F: 2 clusters Score -885799.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -880871.312500 Penalty: 2633.700928
	Iteration 0F: 3 clusters Score -880871.3 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -882298.875000 Penalty: 2633.700928
	Iteration 1F: 3 clusters Score -882298.9 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -882528.750000 Penalty: 2633.700928
	Iteration 2F: 3 clusters Score -882528.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -882686.125000 Penalty: 2633.700928
	Iteration 3Q: 3 clusters Score -882686.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -882807.562500 Penalty: 2633.700928
	Iteration 4Q: 3 clusters Score -882807.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -882902.062500 Penalty: 2633.700928
	Iteration 5Q: 3 clusters Score -882902.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -882957.125000 Penalty: 2633.700928
	Iteration 6Q: 3 clusters Score -882957.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -883008.687500 Penalty: 2633.700928
	Iteration 7Q: 3 clusters Score -883008.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -883055.750000 Penalty: 2633.700928
	Iteration 8Q: 3 clusters Score -883055.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -883108.750000 Penalty: 2633.700928
	Iteration 9Q: 3 clusters Score -883108.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -883174.000000 Penalty: 2633.700928
	Iteration 10Q: 3 clusters Score -883174 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -883257.312500 Penalty: 2633.700928
	Iteration 11Q: 3 clusters Score -883257.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -883362.687500 Penalty: 2633.700928
	Iteration 12Q: 3 clusters Score -883362.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -883474.125000 Penalty: 2633.700928
	Iteration 13Q: 3 clusters Score -883474.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -883607.437500 Penalty: 2633.700928
	Iteration 14Q: 3 clusters Score -883607.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -883771.375000 Penalty: 2633.700928
	Iteration 15Q: 3 clusters Score -883771.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -883934.187500 Penalty: 2633.700928
	Iteration 16Q: 3 clusters Score -883934.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -884076.187500 Penalty: 2633.700928
	Iteration 17Q: 3 clusters Score -884076.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -884202.062500 Penalty: 2633.700928
	Iteration 18Q: 3 clusters Score -884202.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -884323.062500 Penalty: 2633.700928
	Iteration 19Q: 3 clusters Score -884323.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -884410.375000 Penalty: 2633.700928
	Iteration 20F: 3 clusters Score -884410.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -884495.812500 Penalty: 2633.700928
	Iteration 21Q: 3 clusters Score -884495.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -884566.500000 Penalty: 2633.700928
	Iteration 22Q: 3 clusters Score -884566.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -884610.000000 Penalty: 2633.700928
	Iteration 23Q: 3 clusters Score -884610 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -884650.125000 Penalty: 2633.700928
	Iteration 24Q: 3 clusters Score -884650.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -884679.500000 Penalty: 2633.700928
	Iteration 25Q: 3 clusters Score -884679.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -884705.625000 Penalty: 2633.700928
	Iteration 26Q: 3 clusters Score -884705.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -884727.937500 Penalty: 2633.700928
	Iteration 27Q: 3 clusters Score -884727.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -884760.750000 Penalty: 2633.700928
	Iteration 28Q: 3 clusters Score -884760.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -884783.812500 Penalty: 2633.700928
	Iteration 29Q: 3 clusters Score -884783.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -884801.125000 Penalty: 2633.700928
	Iteration 30Q: 3 clusters Score -884801.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -884810.000000 Penalty: 2633.700928
	Iteration 31Q: 3 clusters Score -884810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -884812.875000 Penalty: 2633.700928
	Iteration 32Q: 3 clusters Score -884812.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -884818.687500 Penalty: 2633.700928
	Iteration 33Q: 3 clusters Score -884818.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -884817.750000 Penalty: 2633.700928
	Iteration 34Q: 3 clusters Score -884817.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -884821.187500 Penalty: 2633.700928
	Iteration 35Q: 3 clusters Score -884821.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -884823.625000 Penalty: 2633.700928
	Iteration 36Q: 3 clusters Score -884823.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -884825.125000 Penalty: 2633.700928
	Iteration 37Q: 3 clusters Score -884825.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -884827.500000 Penalty: 2633.700928
	Iteration 38Q: 3 clusters Score -884827.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -884828.625000 Penalty: 2633.700928
	Iteration 39Q: 3 clusters Score -884828.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -884831.125000 Penalty: 2633.700928
	Iteration 40F: 3 clusters Score -884831.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -884830.750000 Penalty: 2633.700928
	Iteration 41Q: 3 clusters Score -884830.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -884832.312500 Penalty: 2633.700928
	Iteration 42Q: 3 clusters Score -884832.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -884832.312500 Penalty: 2633.700928
	Iteration 43F: 3 clusters Score -884832.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Entering Unmasked Estep 
Score: -665241.500000 Penalty: 1282.726196
	Iteration 0F: 2 clusters Score -665241.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -661290.750000 Penalty: 2565.452393
	Iteration 0F: 3 clusters Score -661290.8 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -662425.875000 Penalty: 2565.452393
	Iteration 1F: 3 clusters Score -662425.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -662653.187500 Penalty: 2565.452393
	Iteration 2F: 3 clusters Score -662653.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -662806.437500 Penalty: 2565.452393
	Iteration 3F: 3 clusters Score -662806.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -662948.437500 Penalty: 2565.452393
	Iteration 4Q: 3 clusters Score -662948.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -663091.562500 Penalty: 2565.452393
	Iteration 5Q: 3 clusters Score -663091.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -663216.812500 Penalty: 2565.452393
	Iteration 6Q: 3 clusters Score -663216.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -663328.750000 Penalty: 2565.452393
	Iteration 7Q: 3 clusters Score -663328.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -663471.500000 Penalty: 2565.452393
	Iteration 8Q: 3 clusters Score -663471.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -663648.562500 Penalty: 2565.452393
	Iteration 9Q: 3 clusters Score -663648.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -663816.375000 Penalty: 2565.452393
	Iteration 10Q: 3 clusters Score -663816.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -663937.125000 Penalty: 2565.452393
	Iteration 11Q: 3 clusters Score -663937.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -664059.250000 Penalty: 2565.452393
	Iteration 12Q: 3 clusters Score -664059.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -664175.812500 Penalty: 2565.452393
	Iteration 13Q: 3 clusters Score -664175.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -664258.000000 Penalty: 2565.452393
	Iteration 14Q: 3 clusters Score -664258 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -664330.750000 Penalty: 2565.452393
	Iteration 15Q: 3 clusters Score -664330.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -664388.437500 Penalty: 2565.452393
	Iteration 16Q: 3 clusters Score -664388.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -664459.875000 Penalty: 2565.452393
	Iteration 17Q: 3 clusters Score -664459.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -664512.750000 Penalty: 2565.452393
	Iteration 18Q: 3 clusters Score -664512.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -664561.000000 Penalty: 2565.452393
	Iteration 19Q: 3 clusters Score -664561 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -664605.437500 Penalty: 2565.452393
	Iteration 20F: 3 clusters Score -664605.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -664642.937500 Penalty: 2565.452393
	Iteration 21Q: 3 clusters Score -664642.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -664670.812500 Penalty: 2565.452393
	Iteration 22Q: 3 clusters Score -664670.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -664683.687500 Penalty: 2565.452393
	Iteration 23Q: 3 clusters Score -664683.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -664692.375000 Penalty: 2565.452393
	Iteration 24Q: 3 clusters Score -664692.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -664693.750000 Penalty: 2565.452393
	Iteration 25Q: 3 clusters Score -664693.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -664697.750000 Penalty: 2565.452393
	Iteration 26Q: 3 clusters Score -664697.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -664698.812500 Penalty: 2565.452393
	Iteration 27Q: 3 clusters Score -664698.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -664699.312500 Penalty: 2565.452393
	Iteration 28Q: 3 clusters Score -664699.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -664699.875000 Penalty: 2565.452393
	Iteration 29Q: 3 clusters Score -664699.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -664701.875000 Penalty: 2565.452393
	Iteration 30Q: 3 clusters Score -664701.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -664702.687500 Penalty: 2565.452393
	Iteration 31Q: 3 clusters Score -664702.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -664702.937500 Penalty: 2565.452393
	Iteration 32Q: 3 clusters Score -664702.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -664704.812500 Penalty: 2565.452393
	Iteration 33Q: 3 clusters Score -664704.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -664705.562500 Penalty: 2565.452393
	Iteration 34Q: 3 clusters Score -664705.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -664709.500000 Penalty: 2565.452393
	Iteration 35Q: 3 clusters Score -664709.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -664709.937500 Penalty: 2565.452393
	Iteration 36Q: 3 clusters Score -664709.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -664709.312500 Penalty: 2565.452393
	Iteration 37Q: 3 clusters Score -664709.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -664712.000000 Penalty: 2565.452393
	Iteration 38Q: 3 clusters Score -664712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -664713.750000 Penalty: 2565.452393
	Iteration 39Q: 3 clusters Score -664713.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -664715.187500 Penalty: 2565.452393
	Iteration 40F: 3 clusters Score -664715.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -664714.687500 Penalty: 2565.452393
	Iteration 41Q: 3 clusters Score -664714.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -664714.375000 Penalty: 2565.452393
	Iteration 42Q: 3 clusters Score -664714.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -664715.687500 Penalty: 2565.452393
	Iteration 43Q: 3 clusters Score -664715.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -664715.375000 Penalty: 2565.452393
	Iteration 44Q: 3 clusters Score -664715.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -664716.062500 Penalty: 2565.452393
	Iteration 45Q: 3 clusters Score -664716.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -664716.687500 Penalty: 2565.452393
	Iteration 46Q: 3 clusters Score -664716.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -664716.687500 Penalty: 2565.452393
	Iteration 47F: 3 clusters Score -664716.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Entering Unmasked Estep 
Score: -1006005.312500 Penalty: 1343.826904
	Iteration 0F: 2 clusters Score -1006005 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1000223.062500 Penalty: 2687.653809
	Iteration 0F: 3 clusters Score -1000223 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1002156.375000 Penalty: 2687.653809
	Iteration 1F: 3 clusters Score -1002156 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1002486.187500 Penalty: 2687.653809
	Iteration 2F: 3 clusters Score -1002486 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1002751.250000 Penalty: 2687.653809
	Iteration 3F: 3 clusters Score -1002751 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1002948.875000 Penalty: 2687.653809
	Iteration 4Q: 3 clusters Score -1002949 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1003111.187500 Penalty: 2687.653809
	Iteration 5Q: 3 clusters Score -1003111 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1003249.312500 Penalty: 2687.653809
	Iteration 6Q: 3 clusters Score -1003249 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1003365.875000 Penalty: 2687.653809
	Iteration 7Q: 3 clusters Score -1003366 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1003465.187500 Penalty: 2687.653809
	Iteration 8Q: 3 clusters Score -1003465 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1003552.687500 Penalty: 2687.653809
	Iteration 9Q: 3 clusters Score -1003553 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1003635.937500 Penalty: 2687.653809
	Iteration 10Q: 3 clusters Score -1003636 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1003734.437500 Penalty: 2687.653809
	Iteration 11Q: 3 clusters Score -1003734 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1003838.687500 Penalty: 2687.653809
	Iteration 12Q: 3 clusters Score -1003839 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1003941.375000 Penalty: 2687.653809
	Iteration 13Q: 3 clusters Score -1003941 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1004055.562500 Penalty: 2687.653809
	Iteration 14Q: 3 clusters Score -1004056 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1004163.562500 Penalty: 2687.653809
	Iteration 15Q: 3 clusters Score -1004164 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1004268.687500 Penalty: 2687.653809
	Iteration 16Q: 3 clusters Score -1004269 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1004373.875000 Penalty: 2687.653809
	Iteration 17Q: 3 clusters Score -1004374 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1004470.687500 Penalty: 2687.653809
	Iteration 18Q: 3 clusters Score -1004471 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1004541.750000 Penalty: 2687.653809
	Iteration 19Q: 3 clusters Score -1004542 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1004587.500000 Penalty: 2687.653809
	Iteration 20F: 3 clusters Score -1004588 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1004639.187500 Penalty: 2687.653809
	Iteration 21Q: 3 clusters Score -1004639 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1004677.500000 Penalty: 2687.653809
	Iteration 22Q: 3 clusters Score -1004678 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1004711.625000 Penalty: 2687.653809
	Iteration 23Q: 3 clusters Score -1004712 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1004745.750000 Penalty: 2687.653809
	Iteration 24Q: 3 clusters Score -1004746 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1004768.437500 Penalty: 2687.653809
	Iteration 25Q: 3 clusters Score -1004768 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1004793.437500 Penalty: 2687.653809
	Iteration 26Q: 3 clusters Score -1004793 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1004816.437500 Penalty: 2687.653809
	Iteration 27Q: 3 clusters Score -1004816 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1004835.062500 Penalty: 2687.653809
	Iteration 28Q: 3 clusters Score -1004835 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1004854.250000 Penalty: 2687.653809
	Iteration 29Q: 3 clusters Score -1004854 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1004868.125000 Penalty: 2687.653809
	Iteration 30Q: 3 clusters Score -1004868 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1004887.125000 Penalty: 2687.653809
	Iteration 31Q: 3 clusters Score -1004887 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1004900.625000 Penalty: 2687.653809
	Iteration 32Q: 3 clusters Score -1004901 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1004911.750000 Penalty: 2687.653809
	Iteration 33Q: 3 clusters Score -1004912 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1004923.750000 Penalty: 2687.653809
	Iteration 34Q: 3 clusters Score -1004924 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1004936.375000 Penalty: 2687.653809
	Iteration 35Q: 3 clusters Score -1004936 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1004952.562500 Penalty: 2687.653809
	Iteration 36Q: 3 clusters Score -1004953 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1004962.000000 Penalty: 2687.653809
	Iteration 37Q: 3 clusters Score -1004962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1004968.437500 Penalty: 2687.653809
	Iteration 38Q: 3 clusters Score -1004968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1004974.812500 Penalty: 2687.653809
	Iteration 39Q: 3 clusters Score -1004975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1004978.125000 Penalty: 2687.653809
	Iteration 40F: 3 clusters Score -1004978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1004983.812500 Penalty: 2687.653809
	Iteration 41Q: 3 clusters Score -1004984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1004989.187500 Penalty: 2687.653809
	Iteration 42Q: 3 clusters Score -1004989 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1004999.312500 Penalty: 2687.653809
	Iteration 43Q: 3 clusters Score -1004999 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1005005.687500 Penalty: 2687.653809
	Iteration 44Q: 3 clusters Score -1005006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1005019.500000 Penalty: 2687.653809
	Iteration 45Q: 3 clusters Score -1005020 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1005025.000000 Penalty: 2687.653809
	Iteration 46Q: 3 clusters Score -1005025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1005028.437500 Penalty: 2687.653809
	Iteration 47Q: 3 clusters Score -1005028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1005028.437500 Penalty: 2687.653809
	Iteration 48Q: 3 clusters Score -1005028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1005028.375000 Penalty: 2687.653809
	Iteration 49Q: 3 clusters Score -1005028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1005028.375000 Penalty: 2687.653809
	Iteration 50F: 3 clusters Score -1005028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Entering Unmasked Estep 
Score: -1178142.125000 Penalty: 1368.234741
	Iteration 0F: 2 clusters Score -1178142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1171512.125000 Penalty: 2736.469482
	Iteration 0F: 3 clusters Score -1171512 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1173652.125000 Penalty: 2736.469482
	Iteration 1F: 3 clusters Score -1173652 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1174017.750000 Penalty: 2736.469482
	Iteration 2F: 3 clusters Score -1174018 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1174370.625000 Penalty: 2736.469482
	Iteration 3F: 3 clusters Score -1174371 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1174702.000000 Penalty: 2736.469482
	Iteration 4F: 3 clusters Score -1174702 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1175061.000000 Penalty: 2736.469482
	Iteration 5Q: 3 clusters Score -1175061 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1175445.500000 Penalty: 2736.469482
	Iteration 6Q: 3 clusters Score -1175446 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1175860.125000 Penalty: 2736.469482
	Iteration 7Q: 3 clusters Score -1175860 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1176289.625000 Penalty: 2736.469482
	Iteration 8Q: 3 clusters Score -1176290 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1176754.500000 Penalty: 2736.469482
	Iteration 9Q: 3 clusters Score -1176754 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1177096.250000 Penalty: 2736.469482
	Iteration 10Q: 3 clusters Score -1177096 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1177323.750000 Penalty: 2736.469482
	Iteration 11Q: 3 clusters Score -1177324 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1177435.875000 Penalty: 2736.469482
	Iteration 12Q: 3 clusters Score -1177436 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1177486.875000 Penalty: 2736.469482
	Iteration 13Q: 3 clusters Score -1177487 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1177516.000000 Penalty: 2736.469482
	Iteration 14Q: 3 clusters Score -1177516 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1177538.500000 Penalty: 2736.469482
	Iteration 15Q: 3 clusters Score -1177538 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1177552.125000 Penalty: 2736.469482
	Iteration 16Q: 3 clusters Score -1177552 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1177565.625000 Penalty: 2736.469482
	Iteration 17Q: 3 clusters Score -1177566 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1177569.250000 Penalty: 2736.469482
	Iteration 18Q: 3 clusters Score -1177569 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1177573.750000 Penalty: 2736.469482
	Iteration 19Q: 3 clusters Score -1177574 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1177579.750000 Penalty: 2736.469482
	Iteration 20F: 3 clusters Score -1177580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1177582.250000 Penalty: 2736.469482
	Iteration 21Q: 3 clusters Score -1177582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1177584.625000 Penalty: 2736.469482
	Iteration 22Q: 3 clusters Score -1177585 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1177591.250000 Penalty: 2736.469482
	Iteration 23Q: 3 clusters Score -1177591 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1177593.250000 Penalty: 2736.469482
	Iteration 24Q: 3 clusters Score -1177593 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1177601.250000 Penalty: 2736.469482
	Iteration 25Q: 3 clusters Score -1177601 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1177606.500000 Penalty: 2736.469482
	Iteration 26Q: 3 clusters Score -1177606 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1177609.125000 Penalty: 2736.469482
	Iteration 27Q: 3 clusters Score -1177609 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1177613.875000 Penalty: 2736.469482
	Iteration 28Q: 3 clusters Score -1177614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1177613.375000 Penalty: 2736.469482
	Iteration 29Q: 3 clusters Score -1177613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1177615.125000 Penalty: 2736.469482
	Iteration 30Q: 3 clusters Score -1177615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1177613.625000 Penalty: 2736.469482
	Iteration 31Q: 3 clusters Score -1177614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1177618.500000 Penalty: 2736.469482
	Iteration 32Q: 3 clusters Score -1177618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1177615.500000 Penalty: 2736.469482
	Iteration 33Q: 3 clusters Score -1177616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1177615.250000 Penalty: 2736.469482
	Iteration 34Q: 3 clusters Score -1177615 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1177615.250000 Penalty: 2736.469482
	Iteration 35F: 3 clusters Score -1177615 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Entering Unmasked Estep 
Score: -1178714.625000 Penalty: 1359.491943
	Iteration 0F: 2 clusters Score -1178715 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1172429.000000 Penalty: 2718.983887
	Iteration 0F: 3 clusters Score -1172429 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1174464.250000 Penalty: 2718.983887
	Iteration 1F: 3 clusters Score -1174464 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1174689.500000 Penalty: 2718.983887
	Iteration 2F: 3 clusters Score -1174690 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1174866.750000 Penalty: 2718.983887
	Iteration 3Q: 3 clusters Score -1174867 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1175005.375000 Penalty: 2718.983887
	Iteration 4Q: 3 clusters Score -1175005 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1175117.000000 Penalty: 2718.983887
	Iteration 5Q: 3 clusters Score -1175117 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1175194.875000 Penalty: 2718.983887
	Iteration 6Q: 3 clusters Score -1175195 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1175281.875000 Penalty: 2718.983887
	Iteration 7Q: 3 clusters Score -1175282 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1175369.000000 Penalty: 2718.983887
	Iteration 8Q: 3 clusters Score -1175369 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1175450.375000 Penalty: 2718.983887
	Iteration 9Q: 3 clusters Score -1175450 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1175525.250000 Penalty: 2718.983887
	Iteration 10Q: 3 clusters Score -1175525 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1175608.875000 Penalty: 2718.983887
	Iteration 11Q: 3 clusters Score -1175609 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1175683.000000 Penalty: 2718.983887
	Iteration 12Q: 3 clusters Score -1175683 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1175778.625000 Penalty: 2718.983887
	Iteration 13Q: 3 clusters Score -1175779 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1175877.250000 Penalty: 2718.983887
	Iteration 14Q: 3 clusters Score -1175877 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1175984.000000 Penalty: 2718.983887
	Iteration 15Q: 3 clusters Score -1175984 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1176098.250000 Penalty: 2718.983887
	Iteration 16Q: 3 clusters Score -1176098 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1176197.625000 Penalty: 2718.983887
	Iteration 17Q: 3 clusters Score -1176198 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1176292.000000 Penalty: 2718.983887
	Iteration 18Q: 3 clusters Score -1176292 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1176388.625000 Penalty: 2718.983887
	Iteration 19Q: 3 clusters Score -1176389 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1176475.000000 Penalty: 2718.983887
	Iteration 20F: 3 clusters Score -1176475 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1176595.625000 Penalty: 2718.983887
	Iteration 21Q: 3 clusters Score -1176596 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1176707.750000 Penalty: 2718.983887
	Iteration 22Q: 3 clusters Score -1176708 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1176828.625000 Penalty: 2718.983887
	Iteration 23Q: 3 clusters Score -1176829 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1176940.625000 Penalty: 2718.983887
	Iteration 24Q: 3 clusters Score -1176941 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1177058.125000 Penalty: 2718.983887
	Iteration 25Q: 3 clusters Score -1177058 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1177153.625000 Penalty: 2718.983887
	Iteration 26Q: 3 clusters Score -1177154 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1177222.875000 Penalty: 2718.983887
	Iteration 27Q: 3 clusters Score -1177223 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1177280.500000 Penalty: 2718.983887
	Iteration 28Q: 3 clusters Score -1177280 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1177324.125000 Penalty: 2718.983887
	Iteration 29Q: 3 clusters Score -1177324 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1177368.000000 Penalty: 2718.983887
	Iteration 30Q: 3 clusters Score -1177368 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1177399.250000 Penalty: 2718.983887
	Iteration 31Q: 3 clusters Score -1177399 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1177424.625000 Penalty: 2718.983887
	Iteration 32Q: 3 clusters Score -1177425 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1177453.250000 Penalty: 2718.983887
	Iteration 33Q: 3 clusters Score -1177453 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1177482.500000 Penalty: 2718.983887
	Iteration 34Q: 3 clusters Score -1177482 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1177503.750000 Penalty: 2718.983887
	Iteration 35Q: 3 clusters Score -1177504 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1177533.125000 Penalty: 2718.983887
	Iteration 36Q: 3 clusters Score -1177533 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1177565.375000 Penalty: 2718.983887
	Iteration 37Q: 3 clusters Score -1177565 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1177584.875000 Penalty: 2718.983887
	Iteration 38Q: 3 clusters Score -1177585 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1177604.875000 Penalty: 2718.983887
	Iteration 39Q: 3 clusters Score -1177605 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1177619.625000 Penalty: 2718.983887
	Iteration 40F: 3 clusters Score -1177620 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1177632.375000 Penalty: 2718.983887
	Iteration 41Q: 3 clusters Score -1177632 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1177644.625000 Penalty: 2718.983887
	Iteration 42Q: 3 clusters Score -1177645 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1177655.000000 Penalty: 2718.983887
	Iteration 43Q: 3 clusters Score -1177655 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1177661.625000 Penalty: 2718.983887
	Iteration 44Q: 3 clusters Score -1177662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1177666.750000 Penalty: 2718.983887
	Iteration 45Q: 3 clusters Score -1177667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1177671.000000 Penalty: 2718.983887
	Iteration 46Q: 3 clusters Score -1177671 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1177673.250000 Penalty: 2718.983887
	Iteration 47Q: 3 clusters Score -1177673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1177678.875000 Penalty: 2718.983887
	Iteration 48Q: 3 clusters Score -1177679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1177680.875000 Penalty: 2718.983887
	Iteration 49Q: 3 clusters Score -1177681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1177680.000000 Penalty: 2718.983887
	Iteration 50Q: 3 clusters Score -1177680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1177682.125000 Penalty: 2718.983887
	Iteration 51Q: 3 clusters Score -1177682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1177682.375000 Penalty: 2718.983887
	Iteration 52Q: 3 clusters Score -1177682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1177685.500000 Penalty: 2718.983887
	Iteration 53Q: 3 clusters Score -1177686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1177690.000000 Penalty: 2718.983887
	Iteration 54Q: 3 clusters Score -1177690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1177693.625000 Penalty: 2718.983887
	Iteration 55Q: 3 clusters Score -1177694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1177697.125000 Penalty: 2718.983887
	Iteration 56Q: 3 clusters Score -1177697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1177701.250000 Penalty: 2718.983887
	Iteration 57Q: 3 clusters Score -1177701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1177701.750000 Penalty: 2718.983887
	Iteration 58Q: 3 clusters Score -1177702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1177702.500000 Penalty: 2718.983887
	Iteration 59Q: 3 clusters Score -1177702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1177703.125000 Penalty: 2718.983887
	Iteration 60F: 3 clusters Score -1177703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1177704.500000 Penalty: 2718.983887
	Iteration 61Q: 3 clusters Score -1177704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1177705.250000 Penalty: 2718.983887
	Iteration 62Q: 3 clusters Score -1177705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1177706.250000 Penalty: 2718.983887
	Iteration 63Q: 3 clusters Score -1177706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1177706.875000 Penalty: 2718.983887
	Iteration 64Q: 3 clusters Score -1177707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1177706.875000 Penalty: 2718.983887
	Iteration 65F: 3 clusters Score -1177707 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Entering Unmasked Estep 
Score: -330512.000000 Penalty: 1184.132202
	Iteration 0F: 2 clusters Score -330512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -328088.718750 Penalty: 2368.264404
	Iteration 0F: 3 clusters Score -328088.7 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -328785.312500 Penalty: 2368.264404
	Iteration 1F: 3 clusters Score -328785.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -329057.187500 Penalty: 2368.264404
	Iteration 2F: 3 clusters Score -329057.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -329260.468750 Penalty: 2368.264404
	Iteration 3F: 3 clusters Score -329260.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -329392.875000 Penalty: 2368.264404
	Iteration 4F: 3 clusters Score -329392.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -329499.625000 Penalty: 2368.264404
	Iteration 5Q: 3 clusters Score -329499.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -329610.906250 Penalty: 2368.264404
	Iteration 6Q: 3 clusters Score -329610.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -329707.437500 Penalty: 2368.264404
	Iteration 7Q: 3 clusters Score -329707.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -329798.656250 Penalty: 2368.264404
	Iteration 8Q: 3 clusters Score -329798.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -329889.906250 Penalty: 2368.264404
	Iteration 9Q: 3 clusters Score -329889.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -329979.218750 Penalty: 2368.264404
	Iteration 10Q: 3 clusters Score -329979.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -330037.531250 Penalty: 2368.264404
	Iteration 11Q: 3 clusters Score -330037.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -330083.406250 Penalty: 2368.264404
	Iteration 12Q: 3 clusters Score -330083.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -330102.968750 Penalty: 2368.264404
	Iteration 13Q: 3 clusters Score -330103 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -330118.718750 Penalty: 2368.264404
	Iteration 14Q: 3 clusters Score -330118.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -330130.312500 Penalty: 2368.264404
	Iteration 15Q: 3 clusters Score -330130.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -330139.406250 Penalty: 2368.264404
	Iteration 16Q: 3 clusters Score -330139.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -330145.562500 Penalty: 2368.264404
	Iteration 17Q: 3 clusters Score -330145.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -330150.656250 Penalty: 2368.264404
	Iteration 18Q: 3 clusters Score -330150.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -330154.531250 Penalty: 2368.264404
	Iteration 19Q: 3 clusters Score -330154.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -330156.593750 Penalty: 2368.264404
	Iteration 20F: 3 clusters Score -330156.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -330157.000000 Penalty: 2368.264404
	Iteration 21Q: 3 clusters Score -330157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -330158.781250 Penalty: 2368.264404
	Iteration 22Q: 3 clusters Score -330158.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -330160.062500 Penalty: 2368.264404
	Iteration 23Q: 3 clusters Score -330160.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -330160.281250 Penalty: 2368.264404
	Iteration 24Q: 3 clusters Score -330160.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -330161.187500 Penalty: 2368.264404
	Iteration 25Q: 3 clusters Score -330161.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -330161.187500 Penalty: 2368.264404
	Iteration 26F: 3 clusters Score -330161.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Entering Unmasked Estep 
Score: -1309960.875000 Penalty: 1382.843262
	Iteration 0F: 2 clusters Score -1309961 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1302663.000000 Penalty: 2765.686523
	Iteration 0F: 3 clusters Score -1302663 nChanged 4526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1305155.000000 Penalty: 2765.686523
	Iteration 1F: 3 clusters Score -1305155 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1305521.625000 Penalty: 2765.686523
	Iteration 2F: 3 clusters Score -1305522 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1305870.875000 Penalty: 2765.686523
	Iteration 3F: 3 clusters Score -1305871 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1306238.125000 Penalty: 2765.686523
	Iteration 4F: 3 clusters Score -1306238 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1306673.000000 Penalty: 2765.686523
	Iteration 5F: 3 clusters Score -1306673 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1307083.000000 Penalty: 2765.686523
	Iteration 6Q: 3 clusters Score -1307083 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1307480.375000 Penalty: 2765.686523
	Iteration 7F: 3 clusters Score -1307480 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1307814.375000 Penalty: 2765.686523
	Iteration 8Q: 3 clusters Score -1307814 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1308042.375000 Penalty: 2765.686523
	Iteration 9Q: 3 clusters Score -1308042 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1308194.500000 Penalty: 2765.686523
	Iteration 10Q: 3 clusters Score -1308194 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1308324.750000 Penalty: 2765.686523
	Iteration 11Q: 3 clusters Score -1308325 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1308437.750000 Penalty: 2765.686523
	Iteration 12Q: 3 clusters Score -1308438 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1308530.500000 Penalty: 2765.686523
	Iteration 13Q: 3 clusters Score -1308530 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1308576.125000 Penalty: 2765.686523
	Iteration 14Q: 3 clusters Score -1308576 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1308616.500000 Penalty: 2765.686523
	Iteration 15Q: 3 clusters Score -1308616 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1308644.375000 Penalty: 2765.686523
	Iteration 16Q: 3 clusters Score -1308644 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1308664.125000 Penalty: 2765.686523
	Iteration 17Q: 3 clusters Score -1308664 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1308691.125000 Penalty: 2765.686523
	Iteration 18Q: 3 clusters Score -1308691 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1308701.250000 Penalty: 2765.686523
	Iteration 19Q: 3 clusters Score -1308701 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1308712.250000 Penalty: 2765.686523
	Iteration 20F: 3 clusters Score -1308712 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1308724.625000 Penalty: 2765.686523
	Iteration 21Q: 3 clusters Score -1308725 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1308727.750000 Penalty: 2765.686523
	Iteration 22Q: 3 clusters Score -1308728 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1308734.625000 Penalty: 2765.686523
	Iteration 23Q: 3 clusters Score -1308735 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1308737.625000 Penalty: 2765.686523
	Iteration 24Q: 3 clusters Score -1308738 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1308743.500000 Penalty: 2765.686523
	Iteration 25Q: 3 clusters Score -1308744 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1308750.875000 Penalty: 2765.686523
	Iteration 26Q: 3 clusters Score -1308751 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1308751.875000 Penalty: 2765.686523
	Iteration 27Q: 3 clusters Score -1308752 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1308756.000000 Penalty: 2765.686523
	Iteration 28Q: 3 clusters Score -1308756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1308754.500000 Penalty: 2765.686523
	Iteration 29Q: 3 clusters Score -1308754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1308759.375000 Penalty: 2765.686523
	Iteration 30Q: 3 clusters Score -1308759 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1308760.750000 Penalty: 2765.686523
	Iteration 31Q: 3 clusters Score -1308761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1308763.375000 Penalty: 2765.686523
	Iteration 32Q: 3 clusters Score -1308763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1308763.250000 Penalty: 2765.686523
	Iteration 33Q: 3 clusters Score -1308763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1308764.125000 Penalty: 2765.686523
	Iteration 34Q: 3 clusters Score -1308764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1308764.375000 Penalty: 2765.686523
	Iteration 35Q: 3 clusters Score -1308764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1308765.375000 Penalty: 2765.686523
	Iteration 36Q: 3 clusters Score -1308765 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1308765.375000 Penalty: 2765.686523
	Iteration 37Q: 3 clusters Score -1308765 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1308766.875000 Penalty: 2765.686523
	Iteration 38Q: 3 clusters Score -1308767 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1308771.125000 Penalty: 2765.686523
	Iteration 39Q: 3 clusters Score -1308771 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1308772.000000 Penalty: 2765.686523
	Iteration 40F: 3 clusters Score -1308772 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1308775.250000 Penalty: 2765.686523
	Iteration 41Q: 3 clusters Score -1308775 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1308773.625000 Penalty: 2765.686523
	Iteration 42Q: 3 clusters Score -1308774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1308778.625000 Penalty: 2765.686523
	Iteration 43Q: 3 clusters Score -1308779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1308774.500000 Penalty: 2765.686523
	Iteration 44Q: 3 clusters Score -1308774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1308775.625000 Penalty: 2765.686523
	Iteration 45Q: 3 clusters Score -1308776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1308775.750000 Penalty: 2765.686523
	Iteration 46Q: 3 clusters Score -1308776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1308774.625000 Penalty: 2765.686523
	Iteration 47Q: 3 clusters Score -1308775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1308773.375000 Penalty: 2765.686523
	Iteration 48Q: 3 clusters Score -1308773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1308773.375000 Penalty: 2765.686523
	Iteration 49F: 3 clusters Score -1308773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Entering Unmasked Estep 
Score: -189539.265625 Penalty: 1102.479492
	Iteration 0F: 2 clusters Score -189539.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -187864.640625 Penalty: 2204.958984
	Iteration 0F: 3 clusters Score -187864.6 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -188249.171875 Penalty: 2204.958984
	Iteration 1F: 3 clusters Score -188249.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -188368.359375 Penalty: 2204.958984
	Iteration 2F: 3 clusters Score -188368.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -188441.234375 Penalty: 2204.958984
	Iteration 3Q: 3 clusters Score -188441.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -188488.390625 Penalty: 2204.958984
	Iteration 4Q: 3 clusters Score -188488.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -188508.656250 Penalty: 2204.958984
	Iteration 5Q: 3 clusters Score -188508.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -188518.375000 Penalty: 2204.958984
	Iteration 6Q: 3 clusters Score -188518.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -188524.218750 Penalty: 2204.958984
	Iteration 7Q: 3 clusters Score -188524.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -188532.171875 Penalty: 2204.958984
	Iteration 8Q: 3 clusters Score -188532.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -188541.828125 Penalty: 2204.958984
	Iteration 9Q: 3 clusters Score -188541.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -188545.531250 Penalty: 2204.958984
	Iteration 10Q: 3 clusters Score -188545.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -188549.015625 Penalty: 2204.958984
	Iteration 11Q: 3 clusters Score -188549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -188549.703125 Penalty: 2204.958984
	Iteration 12Q: 3 clusters Score -188549.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -188550.515625 Penalty: 2204.958984
	Iteration 13Q: 3 clusters Score -188550.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -188551.390625 Penalty: 2204.958984
	Iteration 14Q: 3 clusters Score -188551.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -188551.656250 Penalty: 2204.958984
	Iteration 15Q: 3 clusters Score -188551.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -188551.656250 Penalty: 2204.958984
	Iteration 16F: 3 clusters Score -188551.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Entering Unmasked Estep 
Score: -1499375.125000 Penalty: 1395.505127
	Iteration 0F: 2 clusters Score -1499375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1491400.875000 Penalty: 2791.010254
	Iteration 0F: 3 clusters Score -1491401 nChanged 5059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1494189.875000 Penalty: 2791.010254
	Iteration 1F: 3 clusters Score -1494190 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1494505.000000 Penalty: 2791.010254
	Iteration 2F: 3 clusters Score -1494505 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1494688.500000 Penalty: 2791.010254
	Iteration 3Q: 3 clusters Score -1494688 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1494836.750000 Penalty: 2791.010254
	Iteration 4Q: 3 clusters Score -1494837 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1494958.000000 Penalty: 2791.010254
	Iteration 5Q: 3 clusters Score -1494958 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1495060.875000 Penalty: 2791.010254
	Iteration 6Q: 3 clusters Score -1495061 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1495164.250000 Penalty: 2791.010254
	Iteration 7Q: 3 clusters Score -1495164 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1495264.625000 Penalty: 2791.010254
	Iteration 8Q: 3 clusters Score -1495265 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1495381.625000 Penalty: 2791.010254
	Iteration 9Q: 3 clusters Score -1495382 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1495519.500000 Penalty: 2791.010254
	Iteration 10Q: 3 clusters Score -1495520 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1495687.250000 Penalty: 2791.010254
	Iteration 11Q: 3 clusters Score -1495687 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1495882.500000 Penalty: 2791.010254
	Iteration 12Q: 3 clusters Score -1495882 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1496109.125000 Penalty: 2791.010254
	Iteration 13Q: 3 clusters Score -1496109 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1496369.375000 Penalty: 2791.010254
	Iteration 14Q: 3 clusters Score -1496369 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1496689.750000 Penalty: 2791.010254
	Iteration 15Q: 3 clusters Score -1496690 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1497006.375000 Penalty: 2791.010254
	Iteration 16Q: 3 clusters Score -1497006 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -1497305.500000 Penalty: 2791.010254
	Iteration 17Q: 3 clusters Score -1497306 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -1497548.500000 Penalty: 2791.010254
	Iteration 18Q: 3 clusters Score -1497548 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -1497765.125000 Penalty: 2791.010254
	Iteration 19Q: 3 clusters Score -1497765 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -1497931.250000 Penalty: 2791.010254
	Iteration 20F: 3 clusters Score -1497931 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -1498024.750000 Penalty: 2791.010254
	Iteration 21Q: 3 clusters Score -1498025 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -1498075.625000 Penalty: 2791.010254
	Iteration 22Q: 3 clusters Score -1498076 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -1498103.000000 Penalty: 2791.010254
	Iteration 23Q: 3 clusters Score -1498103 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -1498126.125000 Penalty: 2791.010254
	Iteration 24Q: 3 clusters Score -1498126 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -1498143.250000 Penalty: 2791.010254
	Iteration 25Q: 3 clusters Score -1498143 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -1498160.125000 Penalty: 2791.010254
	Iteration 26Q: 3 clusters Score -1498160 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -1498171.000000 Penalty: 2791.010254
	Iteration 27Q: 3 clusters Score -1498171 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -1498172.875000 Penalty: 2791.010254
	Iteration 28Q: 3 clusters Score -1498173 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -1498185.500000 Penalty: 2791.010254
	Iteration 29Q: 3 clusters Score -1498186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -1498197.375000 Penalty: 2791.010254
	Iteration 30Q: 3 clusters Score -1498197 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -1498209.750000 Penalty: 2791.010254
	Iteration 31Q: 3 clusters Score -1498210 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -1498225.875000 Penalty: 2791.010254
	Iteration 32Q: 3 clusters Score -1498226 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -1498235.500000 Penalty: 2791.010254
	Iteration 33Q: 3 clusters Score -1498236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -1498240.125000 Penalty: 2791.010254
	Iteration 34Q: 3 clusters Score -1498240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -1498239.125000 Penalty: 2791.010254
	Iteration 35Q: 3 clusters Score -1498239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -1498241.875000 Penalty: 2791.010254
	Iteration 36Q: 3 clusters Score -1498242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -1498248.750000 Penalty: 2791.010254
	Iteration 37Q: 3 clusters Score -1498249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -1498250.750000 Penalty: 2791.010254
	Iteration 38Q: 3 clusters Score -1498251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -1498251.250000 Penalty: 2791.010254
	Iteration 39Q: 3 clusters Score -1498251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -1498254.125000 Penalty: 2791.010254
	Iteration 40F: 3 clusters Score -1498254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -1498254.125000 Penalty: 2791.010254
	Iteration 41Q: 3 clusters Score -1498254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -1498254.125000 Penalty: 2791.010254
	Iteration 42F: 3 clusters Score -1498254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Entering Unmasked Estep 
Score: -13132.311523 Penalty: 781.538330
	Iteration 0F: 2 clusters Score -13132.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -12743.622070 Penalty: 1563.076660
	Iteration 0F: 3 clusters Score -12743.62 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -12916.608398 Penalty: 1563.076660
	Iteration 1F: 3 clusters Score -12916.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -12982.279297 Penalty: 1563.076660
	Iteration 2Q: 3 clusters Score -12982.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -13032.336914 Penalty: 1563.076660
	Iteration 3Q: 3 clusters Score -13032.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -13056.063477 Penalty: 1563.076660
	Iteration 4Q: 3 clusters Score -13056.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -13082.899414 Penalty: 1563.076660
	Iteration 5Q: 3 clusters Score -13082.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -13112.783203 Penalty: 1563.076660
	Iteration 6Q: 3 clusters Score -13112.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -13115.126953 Penalty: 1563.076660
	Iteration 7F: 3 clusters Score -13115.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -13120.201172 Penalty: 1563.076660
	Iteration 8Q: 3 clusters Score -13120.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -13120.201172 Penalty: 1563.076660
	Iteration 9F: 3 clusters Score -13120.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (24872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24872 members 
Entering Unmasked Estep 
Score: -2913265.750000 Penalty: 1506.078979
	Iteration 0F: 2 clusters Score -2913266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -2897082.250000 Penalty: 3012.157959
	Iteration 0F: 3 clusters Score -2897082 nChanged 11042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -2903061.500000 Penalty: 3012.157959
	Iteration 1F: 3 clusters Score -2903062 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -2903527.500000 Penalty: 3012.157959
	Iteration 2F: 3 clusters Score -2903528 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -2903908.000000 Penalty: 3012.157959
	Iteration 3Q: 3 clusters Score -2903908 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -2904245.000000 Penalty: 3012.157959
	Iteration 4Q: 3 clusters Score -2904245 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -2904543.000000 Penalty: 3012.157959
	Iteration 5Q: 3 clusters Score -2904543 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -2904849.750000 Penalty: 3012.157959
	Iteration 6Q: 3 clusters Score -2904850 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -2905151.750000 Penalty: 3012.157959
	Iteration 7Q: 3 clusters Score -2905152 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -2905442.750000 Penalty: 3012.157959
	Iteration 8Q: 3 clusters Score -2905443 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -2905743.750000 Penalty: 3012.157959
	Iteration 9Q: 3 clusters Score -2905744 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -2906084.250000 Penalty: 3012.157959
	Iteration 10Q: 3 clusters Score -2906084 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -2906433.500000 Penalty: 3012.157959
	Iteration 11Q: 3 clusters Score -2906434 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -2906922.500000 Penalty: 3012.157959
	Iteration 12Q: 3 clusters Score -2906922 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -2907573.750000 Penalty: 3012.157959
	Iteration 13Q: 3 clusters Score -2907574 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -2908307.000000 Penalty: 3012.157959
	Iteration 14Q: 3 clusters Score -2908307 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -2909088.250000 Penalty: 3012.157959
	Iteration 15Q: 3 clusters Score -2909088 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -2909841.500000 Penalty: 3012.157959
	Iteration 16Q: 3 clusters Score -2909842 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22399 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -2910469.000000 Penalty: 3012.157959
	Iteration 17Q: 3 clusters Score -2910469 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -2910985.750000 Penalty: 3012.157959
	Iteration 18Q: 3 clusters Score -2910986 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23560 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2911330.000000 Penalty: 3012.157959
	Iteration 19Q: 3 clusters Score -2911330 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2911570.500000 Penalty: 3012.157959
	Iteration 20F: 3 clusters Score -2911570 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24082 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2911737.000000 Penalty: 3012.157959
	Iteration 21Q: 3 clusters Score -2911737 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24223 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2911845.000000 Penalty: 3012.157959
	Iteration 22Q: 3 clusters Score -2911845 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24305 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2911916.000000 Penalty: 3012.157959
	Iteration 23Q: 3 clusters Score -2911916 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24364 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2911983.000000 Penalty: 3012.157959
	Iteration 24Q: 3 clusters Score -2911983 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24400 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2912027.000000 Penalty: 3012.157959
	Iteration 25Q: 3 clusters Score -2912027 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2912045.500000 Penalty: 3012.157959
	Iteration 26Q: 3 clusters Score -2912046 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24439 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2912066.250000 Penalty: 3012.157959
	Iteration 27Q: 3 clusters Score -2912066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24448 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2912076.000000 Penalty: 3012.157959
	Iteration 28Q: 3 clusters Score -2912076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24454 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2912077.500000 Penalty: 3012.157959
	Iteration 29Q: 3 clusters Score -2912078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24463 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2912090.750000 Penalty: 3012.157959
	Iteration 30Q: 3 clusters Score -2912091 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24474 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2912098.500000 Penalty: 3012.157959
	Iteration 31Q: 3 clusters Score -2912098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24481 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2912099.000000 Penalty: 3012.157959
	Iteration 32Q: 3 clusters Score -2912099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24485 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2912102.500000 Penalty: 3012.157959
	Iteration 33Q: 3 clusters Score -2912102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24489 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2912108.000000 Penalty: 3012.157959
	Iteration 34Q: 3 clusters Score -2912108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24491 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2912111.000000 Penalty: 3012.157959
	Iteration 35Q: 3 clusters Score -2912111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24492 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2912114.250000 Penalty: 3012.157959
	Iteration 36Q: 3 clusters Score -2912114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24495 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2912113.750000 Penalty: 3012.157959
	Iteration 37Q: 3 clusters Score -2912114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24495 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2912113.250000 Penalty: 3012.157959
	Iteration 38Q: 3 clusters Score -2912113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24497 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2912115.250000 Penalty: 3012.157959
	Iteration 39Q: 3 clusters Score -2912115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24501 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2912118.500000 Penalty: 3012.157959
	Iteration 40F: 3 clusters Score -2912118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2912118.250000 Penalty: 3012.157959
	Iteration 41Q: 3 clusters Score -2912118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24504 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2912123.500000 Penalty: 3012.157959
	Iteration 42Q: 3 clusters Score -2912124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24506 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2912124.500000 Penalty: 3012.157959
	Iteration 43Q: 3 clusters Score -2912124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24506 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2912124.500000 Penalty: 3012.157959
	Iteration 44F: 3 clusters Score -2912124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (24249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24249 members 
Entering Unmasked Estep 
Score: -3026613.000000 Penalty: 1502.304199
	Iteration 0F: 2 clusters Score -3026613 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -3010901.000000 Penalty: 3004.608398
	Iteration 0F: 3 clusters Score -3010901 nChanged 10745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -3016899.500000 Penalty: 3004.608398
	Iteration 1F: 3 clusters Score -3016900 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -3017347.000000 Penalty: 3004.608398
	Iteration 2F: 3 clusters Score -3017347 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -3017698.500000 Penalty: 3004.608398
	Iteration 3Q: 3 clusters Score -3017698 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -3018003.250000 Penalty: 3004.608398
	Iteration 4Q: 3 clusters Score -3018003 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -3018315.250000 Penalty: 3004.608398
	Iteration 5Q: 3 clusters Score -3018315 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -3018670.500000 Penalty: 3004.608398
	Iteration 6Q: 3 clusters Score -3018670 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -3019108.000000 Penalty: 3004.608398
	Iteration 7Q: 3 clusters Score -3019108 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -3019737.500000 Penalty: 3004.608398
	Iteration 8Q: 3 clusters Score -3019738 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -3020650.000000 Penalty: 3004.608398
	Iteration 9F: 3 clusters Score -3020650 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19787 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -3021740.750000 Penalty: 3004.608398
	Iteration 10F: 3 clusters Score -3021741 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21170 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -3022856.500000 Penalty: 3004.608398
	Iteration 11F: 3 clusters Score -3022856 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22328 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -3023868.500000 Penalty: 3004.608398
	Iteration 12Q: 3 clusters Score -3023868 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23105 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -3024522.250000 Penalty: 3004.608398
	Iteration 13Q: 3 clusters Score -3024522 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23525 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -3024885.750000 Penalty: 3004.608398
	Iteration 14Q: 3 clusters Score -3024886 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -3025096.000000 Penalty: 3004.608398
	Iteration 15Q: 3 clusters Score -3025096 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23847 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -3025217.750000 Penalty: 3004.608398
	Iteration 16Q: 3 clusters Score -3025218 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23899 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -3025279.250000 Penalty: 3004.608398
	Iteration 17Q: 3 clusters Score -3025279 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23929 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -3025308.750000 Penalty: 3004.608398
	Iteration 18Q: 3 clusters Score -3025309 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23956 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -3025364.250000 Penalty: 3004.608398
	Iteration 19Q: 3 clusters Score -3025364 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23973 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -3025398.000000 Penalty: 3004.608398
	Iteration 20F: 3 clusters Score -3025398 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23983 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -3025411.500000 Penalty: 3004.608398
	Iteration 21Q: 3 clusters Score -3025412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23986 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -3025416.250000 Penalty: 3004.608398
	Iteration 22Q: 3 clusters Score -3025416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23989 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -3025417.250000 Penalty: 3004.608398
	Iteration 23Q: 3 clusters Score -3025417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23993 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -3025421.250000 Penalty: 3004.608398
	Iteration 24Q: 3 clusters Score -3025421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -3025429.000000 Penalty: 3004.608398
	Iteration 25Q: 3 clusters Score -3025429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -3025435.250000 Penalty: 3004.608398
	Iteration 26Q: 3 clusters Score -3025435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -3025435.750000 Penalty: 3004.608398
	Iteration 27Q: 3 clusters Score -3025436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23997 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -3025437.500000 Penalty: 3004.608398
	Iteration 28Q: 3 clusters Score -3025438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23997 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -3025441.000000 Penalty: 3004.608398
	Iteration 29Q: 3 clusters Score -3025441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23998 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -3025443.000000 Penalty: 3004.608398
	Iteration 30Q: 3 clusters Score -3025443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -3025444.750000 Penalty: 3004.608398
	Iteration 31Q: 3 clusters Score -3025445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24002 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -3025452.500000 Penalty: 3004.608398
	Iteration 32Q: 3 clusters Score -3025452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24002 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -3025454.500000 Penalty: 3004.608398
	Iteration 33Q: 3 clusters Score -3025454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24002 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -3025454.500000 Penalty: 3004.608398
	Iteration 34F: 3 clusters Score -3025454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Entering Unmasked Estep 
Score: -762800.187500 Penalty: 1302.994385
	Iteration 0F: 2 clusters Score -762800.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -758210.062500 Penalty: 2605.988770
	Iteration 0F: 3 clusters Score -758210.1 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -759550.937500 Penalty: 2605.988770
	Iteration 1F: 3 clusters Score -759550.9 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -759792.937500 Penalty: 2605.988770
	Iteration 2F: 3 clusters Score -759792.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -759957.312500 Penalty: 2605.988770
	Iteration 3F: 3 clusters Score -759957.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -760052.187500 Penalty: 2605.988770
	Iteration 4Q: 3 clusters Score -760052.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -760122.875000 Penalty: 2605.988770
	Iteration 5Q: 3 clusters Score -760122.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -760184.687500 Penalty: 2605.988770
	Iteration 6Q: 3 clusters Score -760184.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -760234.562500 Penalty: 2605.988770
	Iteration 7Q: 3 clusters Score -760234.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -760271.500000 Penalty: 2605.988770
	Iteration 8Q: 3 clusters Score -760271.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -760298.000000 Penalty: 2605.988770
	Iteration 9Q: 3 clusters Score -760298 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -760316.250000 Penalty: 2605.988770
	Iteration 10Q: 3 clusters Score -760316.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -760334.375000 Penalty: 2605.988770
	Iteration 11Q: 3 clusters Score -760334.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -760350.875000 Penalty: 2605.988770
	Iteration 12Q: 3 clusters Score -760350.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -760363.187500 Penalty: 2605.988770
	Iteration 13Q: 3 clusters Score -760363.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -760374.125000 Penalty: 2605.988770
	Iteration 14Q: 3 clusters Score -760374.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -760381.812500 Penalty: 2605.988770
	Iteration 15Q: 3 clusters Score -760381.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -760389.750000 Penalty: 2605.988770
	Iteration 16Q: 3 clusters Score -760389.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -760399.937500 Penalty: 2605.988770
	Iteration 17Q: 3 clusters Score -760399.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -760408.687500 Penalty: 2605.988770
	Iteration 18Q: 3 clusters Score -760408.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -760414.312500 Penalty: 2605.988770
	Iteration 19Q: 3 clusters Score -760414.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -760422.000000 Penalty: 2605.988770
	Iteration 20F: 3 clusters Score -760422 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -760427.062500 Penalty: 2605.988770
	Iteration 21Q: 3 clusters Score -760427.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -760434.687500 Penalty: 2605.988770
	Iteration 22Q: 3 clusters Score -760434.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -760440.125000 Penalty: 2605.988770
	Iteration 23Q: 3 clusters Score -760440.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -760447.750000 Penalty: 2605.988770
	Iteration 24Q: 3 clusters Score -760447.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -760455.437500 Penalty: 2605.988770
	Iteration 25Q: 3 clusters Score -760455.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -760463.187500 Penalty: 2605.988770
	Iteration 26Q: 3 clusters Score -760463.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -760471.500000 Penalty: 2605.988770
	Iteration 27Q: 3 clusters Score -760471.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -760480.250000 Penalty: 2605.988770
	Iteration 28Q: 3 clusters Score -760480.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -760492.937500 Penalty: 2605.988770
	Iteration 29Q: 3 clusters Score -760492.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -760501.375000 Penalty: 2605.988770
	Iteration 30Q: 3 clusters Score -760501.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -760513.312500 Penalty: 2605.988770
	Iteration 31Q: 3 clusters Score -760513.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -760518.500000 Penalty: 2605.988770
	Iteration 32Q: 3 clusters Score -760518.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -760526.312500 Penalty: 2605.988770
	Iteration 33Q: 3 clusters Score -760526.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -760531.750000 Penalty: 2605.988770
	Iteration 34Q: 3 clusters Score -760531.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -760535.062500 Penalty: 2605.988770
	Iteration 35Q: 3 clusters Score -760535.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -760537.562500 Penalty: 2605.988770
	Iteration 36Q: 3 clusters Score -760537.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -760540.437500 Penalty: 2605.988770
	Iteration 37Q: 3 clusters Score -760540.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -760540.562500 Penalty: 2605.988770
	Iteration 38Q: 3 clusters Score -760540.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -760542.187500 Penalty: 2605.988770
	Iteration 39Q: 3 clusters Score -760542.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -760542.750000 Penalty: 2605.988770
	Iteration 40F: 3 clusters Score -760542.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -760544.937500 Penalty: 2605.988770
	Iteration 41Q: 3 clusters Score -760544.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -760544.937500 Penalty: 2605.988770
	Iteration 42Q: 3 clusters Score -760544.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -760548.937500 Penalty: 2605.988770
	Iteration 43Q: 3 clusters Score -760548.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -760551.500000 Penalty: 2605.988770
	Iteration 44Q: 3 clusters Score -760551.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -760552.750000 Penalty: 2605.988770
	Iteration 45Q: 3 clusters Score -760552.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -760554.625000 Penalty: 2605.988770
	Iteration 46Q: 3 clusters Score -760554.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -760555.312500 Penalty: 2605.988770
	Iteration 47Q: 3 clusters Score -760555.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -760556.375000 Penalty: 2605.988770
	Iteration 48Q: 3 clusters Score -760556.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -760557.625000 Penalty: 2605.988770
	Iteration 49Q: 3 clusters Score -760557.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -760560.812500 Penalty: 2605.988770
	Iteration 50Q: 3 clusters Score -760560.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -760564.000000 Penalty: 2605.988770
	Iteration 51Q: 3 clusters Score -760564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -760566.312500 Penalty: 2605.988770
	Iteration 52Q: 3 clusters Score -760566.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -760568.875000 Penalty: 2605.988770
	Iteration 53Q: 3 clusters Score -760568.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -760570.562500 Penalty: 2605.988770
	Iteration 54Q: 3 clusters Score -760570.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -760571.250000 Penalty: 2605.988770
	Iteration 55Q: 3 clusters Score -760571.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -760572.875000 Penalty: 2605.988770
	Iteration 56Q: 3 clusters Score -760572.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -760572.625000 Penalty: 2605.988770
	Iteration 57Q: 3 clusters Score -760572.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -760573.375000 Penalty: 2605.988770
	Iteration 58Q: 3 clusters Score -760573.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -760575.062500 Penalty: 2605.988770
	Iteration 59Q: 3 clusters Score -760575.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -760575.062500 Penalty: 2605.988770
	Iteration 60F: 3 clusters Score -760575.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (35628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35628 members 
Entering Unmasked Estep 
Score: -4476334.000000 Penalty: 1559.556030
	Iteration 0F: 2 clusters Score -4476334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -4453081.000000 Penalty: 3119.112061
	Iteration 0F: 3 clusters Score -4453081 nChanged 16283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -4461832.000000 Penalty: 3119.112061
	Iteration 1F: 3 clusters Score -4461832 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -4462254.500000 Penalty: 3119.112061
	Iteration 2Q: 3 clusters Score -4462254 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -4462621.500000 Penalty: 3119.112061
	Iteration 3Q: 3 clusters Score -4462622 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -4462934.500000 Penalty: 3119.112061
	Iteration 4Q: 3 clusters Score -4462934 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -4463280.500000 Penalty: 3119.112061
	Iteration 5Q: 3 clusters Score -4463280 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -4463593.500000 Penalty: 3119.112061
	Iteration 6Q: 3 clusters Score -4463594 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -4463897.000000 Penalty: 3119.112061
	Iteration 7Q: 3 clusters Score -4463897 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -4464248.500000 Penalty: 3119.112061
	Iteration 8Q: 3 clusters Score -4464248 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -4464624.500000 Penalty: 3119.112061
	Iteration 9Q: 3 clusters Score -4464624 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -4465075.500000 Penalty: 3119.112061
	Iteration 10Q: 3 clusters Score -4465076 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -4465714.000000 Penalty: 3119.112061
	Iteration 11Q: 3 clusters Score -4465714 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24065 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -4466565.500000 Penalty: 3119.112061
	Iteration 12Q: 3 clusters Score -4466566 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25852 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -4467718.500000 Penalty: 3119.112061
	Iteration 13F: 3 clusters Score -4467718 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27848 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -4469090.000000 Penalty: 3119.112061
	Iteration 14F: 3 clusters Score -4469090 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29972 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -4470717.500000 Penalty: 3119.112061
	Iteration 15F: 3 clusters Score -4470718 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31868 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -4472228.500000 Penalty: 3119.112061
	Iteration 16F: 3 clusters Score -4472228 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33323 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -4473353.000000 Penalty: 3119.112061
	Iteration 17Q: 3 clusters Score -4473353 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34200 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -4474057.500000 Penalty: 3119.112061
	Iteration 18Q: 3 clusters Score -4474058 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34696 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -4474502.500000 Penalty: 3119.112061
	Iteration 19Q: 3 clusters Score -4474502 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34933 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -4474753.000000 Penalty: 3119.112061
	Iteration 20F: 3 clusters Score -4474753 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35041 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -4474877.000000 Penalty: 3119.112061
	Iteration 21Q: 3 clusters Score -4474877 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35109 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -4474959.000000 Penalty: 3119.112061
	Iteration 22Q: 3 clusters Score -4474959 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35146 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -4475020.000000 Penalty: 3119.112061
	Iteration 23Q: 3 clusters Score -4475020 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35173 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -4475066.000000 Penalty: 3119.112061
	Iteration 24Q: 3 clusters Score -4475066 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35191 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -4475091.500000 Penalty: 3119.112061
	Iteration 25Q: 3 clusters Score -4475092 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35203 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -4475109.000000 Penalty: 3119.112061
	Iteration 26Q: 3 clusters Score -4475109 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35209 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -4475126.000000 Penalty: 3119.112061
	Iteration 27Q: 3 clusters Score -4475126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35214 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -4475136.500000 Penalty: 3119.112061
	Iteration 28Q: 3 clusters Score -4475136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35216 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -4475140.000000 Penalty: 3119.112061
	Iteration 29Q: 3 clusters Score -4475140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35219 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -4475145.000000 Penalty: 3119.112061
	Iteration 30Q: 3 clusters Score -4475145 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35226 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -4475151.000000 Penalty: 3119.112061
	Iteration 31Q: 3 clusters Score -4475151 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35232 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -4475159.500000 Penalty: 3119.112061
	Iteration 32Q: 3 clusters Score -4475160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35236 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -4475158.000000 Penalty: 3119.112061
	Iteration 33Q: 3 clusters Score -4475158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35236 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -4475162.000000 Penalty: 3119.112061
	Iteration 34Q: 3 clusters Score -4475162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35234 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -4475164.500000 Penalty: 3119.112061
	Iteration 35Q: 3 clusters Score -4475164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35234 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -4475166.500000 Penalty: 3119.112061
	Iteration 36Q: 3 clusters Score -4475166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35236 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -4475167.500000 Penalty: 3119.112061
	Iteration 37Q: 3 clusters Score -4475168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35237 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -4475169.000000 Penalty: 3119.112061
	Iteration 38Q: 3 clusters Score -4475169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35237 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -4475167.500000 Penalty: 3119.112061
	Iteration 39Q: 3 clusters Score -4475168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35237 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -4475167.500000 Penalty: 3119.112061
	Iteration 40F: 3 clusters Score -4475168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Entering Unmasked Estep 
Score: -1135333.250000 Penalty: 1354.456787
	Iteration 0F: 2 clusters Score -1135333 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1129189.375000 Penalty: 2708.913574
	Iteration 0F: 3 clusters Score -1129189 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1131173.375000 Penalty: 2708.913574
	Iteration 1F: 3 clusters Score -1131173 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1131427.500000 Penalty: 2708.913574
	Iteration 2F: 3 clusters Score -1131428 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1131623.250000 Penalty: 2708.913574
	Iteration 3Q: 3 clusters Score -1131623 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1131774.000000 Penalty: 2708.913574
	Iteration 4Q: 3 clusters Score -1131774 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1131908.875000 Penalty: 2708.913574
	Iteration 5Q: 3 clusters Score -1131909 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1132042.375000 Penalty: 2708.913574
	Iteration 6Q: 3 clusters Score -1132042 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1132156.625000 Penalty: 2708.913574
	Iteration 7Q: 3 clusters Score -1132157 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1132281.625000 Penalty: 2708.913574
	Iteration 8Q: 3 clusters Score -1132282 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1132414.000000 Penalty: 2708.913574
	Iteration 9Q: 3 clusters Score -1132414 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1132539.000000 Penalty: 2708.913574
	Iteration 10Q: 3 clusters Score -1132539 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1132673.125000 Penalty: 2708.913574
	Iteration 11Q: 3 clusters Score -1132673 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1132810.375000 Penalty: 2708.913574
	Iteration 12Q: 3 clusters Score -1132810 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1132963.125000 Penalty: 2708.913574
	Iteration 13Q: 3 clusters Score -1132963 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1133104.625000 Penalty: 2708.913574
	Iteration 14Q: 3 clusters Score -1133105 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1133257.875000 Penalty: 2708.913574
	Iteration 15Q: 3 clusters Score -1133258 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1133405.500000 Penalty: 2708.913574
	Iteration 16Q: 3 clusters Score -1133406 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1133533.875000 Penalty: 2708.913574
	Iteration 17Q: 3 clusters Score -1133534 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1133643.000000 Penalty: 2708.913574
	Iteration 18Q: 3 clusters Score -1133643 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1133746.625000 Penalty: 2708.913574
	Iteration 19Q: 3 clusters Score -1133747 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1133818.250000 Penalty: 2708.913574
	Iteration 20F: 3 clusters Score -1133818 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1133882.375000 Penalty: 2708.913574
	Iteration 21Q: 3 clusters Score -1133882 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1133926.750000 Penalty: 2708.913574
	Iteration 22Q: 3 clusters Score -1133927 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1133955.625000 Penalty: 2708.913574
	Iteration 23Q: 3 clusters Score -1133956 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1133979.500000 Penalty: 2708.913574
	Iteration 24Q: 3 clusters Score -1133980 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1133999.500000 Penalty: 2708.913574
	Iteration 25Q: 3 clusters Score -1134000 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1134021.625000 Penalty: 2708.913574
	Iteration 26Q: 3 clusters Score -1134022 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1134037.750000 Penalty: 2708.913574
	Iteration 27Q: 3 clusters Score -1134038 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1134057.875000 Penalty: 2708.913574
	Iteration 28Q: 3 clusters Score -1134058 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1134074.500000 Penalty: 2708.913574
	Iteration 29Q: 3 clusters Score -1134074 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1134091.000000 Penalty: 2708.913574
	Iteration 30Q: 3 clusters Score -1134091 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1134099.000000 Penalty: 2708.913574
	Iteration 31Q: 3 clusters Score -1134099 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1134106.625000 Penalty: 2708.913574
	Iteration 32Q: 3 clusters Score -1134107 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1134108.750000 Penalty: 2708.913574
	Iteration 33Q: 3 clusters Score -1134109 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1134115.125000 Penalty: 2708.913574
	Iteration 34Q: 3 clusters Score -1134115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1134116.000000 Penalty: 2708.913574
	Iteration 35Q: 3 clusters Score -1134116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1134117.625000 Penalty: 2708.913574
	Iteration 36Q: 3 clusters Score -1134118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1134115.375000 Penalty: 2708.913574
	Iteration 37Q: 3 clusters Score -1134115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1134119.000000 Penalty: 2708.913574
	Iteration 38Q: 3 clusters Score -1134119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1134122.000000 Penalty: 2708.913574
	Iteration 39Q: 3 clusters Score -1134122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1134124.375000 Penalty: 2708.913574
	Iteration 40F: 3 clusters Score -1134124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1134128.250000 Penalty: 2708.913574
	Iteration 41Q: 3 clusters Score -1134128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1134131.375000 Penalty: 2708.913574
	Iteration 42Q: 3 clusters Score -1134131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1134134.875000 Penalty: 2708.913574
	Iteration 43Q: 3 clusters Score -1134135 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1134139.250000 Penalty: 2708.913574
	Iteration 44Q: 3 clusters Score -1134139 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1134144.375000 Penalty: 2708.913574
	Iteration 45Q: 3 clusters Score -1134144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1134147.000000 Penalty: 2708.913574
	Iteration 46Q: 3 clusters Score -1134147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1134149.875000 Penalty: 2708.913574
	Iteration 47Q: 3 clusters Score -1134150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1134151.500000 Penalty: 2708.913574
	Iteration 48Q: 3 clusters Score -1134152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1134151.500000 Penalty: 2708.913574
	Iteration 49F: 3 clusters Score -1134152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Entering Unmasked Estep 
Score: -718749.812500 Penalty: 1294.636475
	Iteration 0F: 2 clusters Score -718749.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -714438.437500 Penalty: 2589.272949
	Iteration 0F: 3 clusters Score -714438.4 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -715880.187500 Penalty: 2589.272949
	Iteration 1F: 3 clusters Score -715880.2 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -716223.062500 Penalty: 2589.272949
	Iteration 2F: 3 clusters Score -716223.1 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -716496.937500 Penalty: 2589.272949
	Iteration 3F: 3 clusters Score -716496.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -716745.125000 Penalty: 2589.272949
	Iteration 4F: 3 clusters Score -716745.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -716970.875000 Penalty: 2589.272949
	Iteration 5Q: 3 clusters Score -716970.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -717199.000000 Penalty: 2589.272949
	Iteration 6Q: 3 clusters Score -717199 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -717382.375000 Penalty: 2589.272949
	Iteration 7Q: 3 clusters Score -717382.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -717528.312500 Penalty: 2589.272949
	Iteration 8Q: 3 clusters Score -717528.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -717640.562500 Penalty: 2589.272949
	Iteration 9Q: 3 clusters Score -717640.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -717718.625000 Penalty: 2589.272949
	Iteration 10Q: 3 clusters Score -717718.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -717774.562500 Penalty: 2589.272949
	Iteration 11Q: 3 clusters Score -717774.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -717823.375000 Penalty: 2589.272949
	Iteration 12Q: 3 clusters Score -717823.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -717862.937500 Penalty: 2589.272949
	Iteration 13Q: 3 clusters Score -717862.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -717886.125000 Penalty: 2589.272949
	Iteration 14Q: 3 clusters Score -717886.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -717905.375000 Penalty: 2589.272949
	Iteration 15Q: 3 clusters Score -717905.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -717926.812500 Penalty: 2589.272949
	Iteration 16Q: 3 clusters Score -717926.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -717938.875000 Penalty: 2589.272949
	Iteration 17Q: 3 clusters Score -717938.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -717948.562500 Penalty: 2589.272949
	Iteration 18Q: 3 clusters Score -717948.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -717952.750000 Penalty: 2589.272949
	Iteration 19Q: 3 clusters Score -717952.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -717956.000000 Penalty: 2589.272949
	Iteration 20F: 3 clusters Score -717956 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -717959.875000 Penalty: 2589.272949
	Iteration 21Q: 3 clusters Score -717959.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -717961.625000 Penalty: 2589.272949
	Iteration 22Q: 3 clusters Score -717961.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -717964.500000 Penalty: 2589.272949
	Iteration 23Q: 3 clusters Score -717964.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -717964.312500 Penalty: 2589.272949
	Iteration 24Q: 3 clusters Score -717964.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -717967.062500 Penalty: 2589.272949
	Iteration 25Q: 3 clusters Score -717967.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -717968.875000 Penalty: 2589.272949
	Iteration 26Q: 3 clusters Score -717968.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -717970.312500 Penalty: 2589.272949
	Iteration 27Q: 3 clusters Score -717970.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -717972.687500 Penalty: 2589.272949
	Iteration 28Q: 3 clusters Score -717972.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -717974.062500 Penalty: 2589.272949
	Iteration 29Q: 3 clusters Score -717974.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -717975.812500 Penalty: 2589.272949
	Iteration 30Q: 3 clusters Score -717975.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -717978.250000 Penalty: 2589.272949
	Iteration 31Q: 3 clusters Score -717978.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -717981.500000 Penalty: 2589.272949
	Iteration 32Q: 3 clusters Score -717981.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -717983.375000 Penalty: 2589.272949
	Iteration 33Q: 3 clusters Score -717983.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -717982.937500 Penalty: 2589.272949
	Iteration 34Q: 3 clusters Score -717982.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -717982.937500 Penalty: 2589.272949
	Iteration 35F: 3 clusters Score -717982.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (22166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22166 members 
Entering Unmasked Estep 
Score: -2804193.000000 Penalty: 1488.939697
	Iteration 0F: 2 clusters Score -2804193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -2789723.750000 Penalty: 2977.879395
	Iteration 0F: 3 clusters Score -2789724 nChanged 9823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -2795029.500000 Penalty: 2977.879395
	Iteration 1F: 3 clusters Score -2795030 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -2795466.000000 Penalty: 2977.879395
	Iteration 2F: 3 clusters Score -2795466 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -2795946.750000 Penalty: 2977.879395
	Iteration 3Q: 3 clusters Score -2795947 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -2796430.250000 Penalty: 2977.879395
	Iteration 4Q: 3 clusters Score -2796430 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -2797028.250000 Penalty: 2977.879395
	Iteration 5F: 3 clusters Score -2797028 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -2797746.750000 Penalty: 2977.879395
	Iteration 6F: 3 clusters Score -2797747 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -2798467.500000 Penalty: 2977.879395
	Iteration 7F: 3 clusters Score -2798468 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -2799066.000000 Penalty: 2977.879395
	Iteration 8Q: 3 clusters Score -2799066 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -2799552.750000 Penalty: 2977.879395
	Iteration 9Q: 3 clusters Score -2799553 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -2799908.500000 Penalty: 2977.879395
	Iteration 10Q: 3 clusters Score -2799908 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -2800129.750000 Penalty: 2977.879395
	Iteration 11Q: 3 clusters Score -2800130 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -2800276.750000 Penalty: 2977.879395
	Iteration 12Q: 3 clusters Score -2800277 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -2800365.500000 Penalty: 2977.879395
	Iteration 13Q: 3 clusters Score -2800366 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -2800436.500000 Penalty: 2977.879395
	Iteration 14Q: 3 clusters Score -2800436 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -2800493.000000 Penalty: 2977.879395
	Iteration 15Q: 3 clusters Score -2800493 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -2800531.250000 Penalty: 2977.879395
	Iteration 16Q: 3 clusters Score -2800531 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -2800561.250000 Penalty: 2977.879395
	Iteration 17Q: 3 clusters Score -2800561 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -2800599.250000 Penalty: 2977.879395
	Iteration 18Q: 3 clusters Score -2800599 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -2800627.000000 Penalty: 2977.879395
	Iteration 19Q: 3 clusters Score -2800627 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -2800663.250000 Penalty: 2977.879395
	Iteration 20F: 3 clusters Score -2800663 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -2800690.000000 Penalty: 2977.879395
	Iteration 21Q: 3 clusters Score -2800690 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -2800720.000000 Penalty: 2977.879395
	Iteration 22Q: 3 clusters Score -2800720 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -2800758.750000 Penalty: 2977.879395
	Iteration 23Q: 3 clusters Score -2800759 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -2800791.750000 Penalty: 2977.879395
	Iteration 24Q: 3 clusters Score -2800792 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -2800843.750000 Penalty: 2977.879395
	Iteration 25Q: 3 clusters Score -2800844 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -2800900.250000 Penalty: 2977.879395
	Iteration 26Q: 3 clusters Score -2800900 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -2800957.000000 Penalty: 2977.879395
	Iteration 27Q: 3 clusters Score -2800957 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -2801035.500000 Penalty: 2977.879395
	Iteration 28Q: 3 clusters Score -2801036 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -2801139.000000 Penalty: 2977.879395
	Iteration 29Q: 3 clusters Score -2801139 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -2801281.750000 Penalty: 2977.879395
	Iteration 30Q: 3 clusters Score -2801282 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -2801435.500000 Penalty: 2977.879395
	Iteration 31Q: 3 clusters Score -2801436 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -2801597.750000 Penalty: 2977.879395
	Iteration 32Q: 3 clusters Score -2801598 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -2801760.250000 Penalty: 2977.879395
	Iteration 33Q: 3 clusters Score -2801760 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -2801937.250000 Penalty: 2977.879395
	Iteration 34Q: 3 clusters Score -2801937 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -2802113.750000 Penalty: 2977.879395
	Iteration 35Q: 3 clusters Score -2802114 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -2802277.250000 Penalty: 2977.879395
	Iteration 36Q: 3 clusters Score -2802277 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -2802425.500000 Penalty: 2977.879395
	Iteration 37Q: 3 clusters Score -2802426 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -2802593.000000 Penalty: 2977.879395
	Iteration 38Q: 3 clusters Score -2802593 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -2802731.000000 Penalty: 2977.879395
	Iteration 39Q: 3 clusters Score -2802731 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -2802845.750000 Penalty: 2977.879395
	Iteration 40F: 3 clusters Score -2802846 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -2802927.750000 Penalty: 2977.879395
	Iteration 41Q: 3 clusters Score -2802928 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -2803010.750000 Penalty: 2977.879395
	Iteration 42Q: 3 clusters Score -2803011 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -2803091.000000 Penalty: 2977.879395
	Iteration 43Q: 3 clusters Score -2803091 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -2803164.000000 Penalty: 2977.879395
	Iteration 44Q: 3 clusters Score -2803164 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -2803201.500000 Penalty: 2977.879395
	Iteration 45Q: 3 clusters Score -2803202 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -2803233.500000 Penalty: 2977.879395
	Iteration 46Q: 3 clusters Score -2803234 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -2803259.750000 Penalty: 2977.879395
	Iteration 47Q: 3 clusters Score -2803260 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -2803270.750000 Penalty: 2977.879395
	Iteration 48Q: 3 clusters Score -2803271 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -2803292.250000 Penalty: 2977.879395
	Iteration 49Q: 3 clusters Score -2803292 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 20407 members 
Entering Unmasked Estep 
Score: -2803314.750000 Penalty: 2977.879395
	Iteration 50Q: 3 clusters Score -2803315 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -2803335.000000 Penalty: 2977.879395
	Iteration 51Q: 3 clusters Score -2803335 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -2803346.250000 Penalty: 2977.879395
	Iteration 52Q: 3 clusters Score -2803346 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -2803362.500000 Penalty: 2977.879395
	Iteration 53Q: 3 clusters Score -2803362 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -2803367.250000 Penalty: 2977.879395
	Iteration 54Q: 3 clusters Score -2803367 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -2803376.250000 Penalty: 2977.879395
	Iteration 55Q: 3 clusters Score -2803376 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -2803387.250000 Penalty: 2977.879395
	Iteration 56Q: 3 clusters Score -2803387 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -2803399.500000 Penalty: 2977.879395
	Iteration 57Q: 3 clusters Score -2803400 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -2803402.500000 Penalty: 2977.879395
	Iteration 58Q: 3 clusters Score -2803402 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 20672 members 
Entering Unmasked Estep 
Score: -2803418.750000 Penalty: 2977.879395
	Iteration 59Q: 3 clusters Score -2803419 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -2803420.750000 Penalty: 2977.879395
	Iteration 60F: 3 clusters Score -2803421 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 20701 members 
Entering Unmasked Estep 
Score: -2803424.250000 Penalty: 2977.879395
	Iteration 61Q: 3 clusters Score -2803424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -2803424.500000 Penalty: 2977.879395
	Iteration 62Q: 3 clusters Score -2803424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 20722 members 
Entering Unmasked Estep 
Score: -2803428.500000 Penalty: 2977.879395
	Iteration 63Q: 3 clusters Score -2803428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -2803428.500000 Penalty: 2977.879395
	Iteration 64Q: 3 clusters Score -2803428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -2803433.500000 Penalty: 2977.879395
	Iteration 65Q: 3 clusters Score -2803434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -2803435.750000 Penalty: 2977.879395
	Iteration 66Q: 3 clusters Score -2803436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -2803439.000000 Penalty: 2977.879395
	Iteration 67Q: 3 clusters Score -2803439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 20744 members 
Entering Unmasked Estep 
Score: -2803438.750000 Penalty: 2977.879395
	Iteration 68Q: 3 clusters Score -2803439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -2803436.250000 Penalty: 2977.879395
	Iteration 69Q: 3 clusters Score -2803436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -2803435.000000 Penalty: 2977.879395
	Iteration 70Q: 3 clusters Score -2803435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -2803435.000000 Penalty: 2977.879395
	Iteration 71Q: 3 clusters Score -2803435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 20751 members 
Entering Unmasked Estep 
Score: -2803437.500000 Penalty: 2977.879395
	Iteration 72Q: 3 clusters Score -2803438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -2803438.500000 Penalty: 2977.879395
	Iteration 73Q: 3 clusters Score -2803438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -2803440.000000 Penalty: 2977.879395
	Iteration 74Q: 3 clusters Score -2803440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -2803440.500000 Penalty: 2977.879395
	Iteration 75Q: 3 clusters Score -2803440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -2803440.500000 Penalty: 2977.879395
	Iteration 76F: 3 clusters Score -2803440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Entering Unmasked Estep 
Score: -698185.000000 Penalty: 1293.242676
	Iteration 0F: 2 clusters Score -698185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -693853.062500 Penalty: 2586.485352
	Iteration 0F: 3 clusters Score -693853.1 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -695159.250000 Penalty: 2586.485352
	Iteration 1F: 3 clusters Score -695159.2 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -695484.687500 Penalty: 2586.485352
	Iteration 2F: 3 clusters Score -695484.7 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -695713.250000 Penalty: 2586.485352
	Iteration 3F: 3 clusters Score -695713.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -695941.312500 Penalty: 2586.485352
	Iteration 4F: 3 clusters Score -695941.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -696126.812500 Penalty: 2586.485352
	Iteration 5Q: 3 clusters Score -696126.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -696288.562500 Penalty: 2586.485352
	Iteration 6Q: 3 clusters Score -696288.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -696402.937500 Penalty: 2586.485352
	Iteration 7Q: 3 clusters Score -696402.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -696506.062500 Penalty: 2586.485352
	Iteration 8Q: 3 clusters Score -696506.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -696584.375000 Penalty: 2586.485352
	Iteration 9Q: 3 clusters Score -696584.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -696661.375000 Penalty: 2586.485352
	Iteration 10Q: 3 clusters Score -696661.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -696716.437500 Penalty: 2586.485352
	Iteration 11Q: 3 clusters Score -696716.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -696787.750000 Penalty: 2586.485352
	Iteration 12Q: 3 clusters Score -696787.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -696853.312500 Penalty: 2586.485352
	Iteration 13Q: 3 clusters Score -696853.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -696913.875000 Penalty: 2586.485352
	Iteration 14Q: 3 clusters Score -696913.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -696977.625000 Penalty: 2586.485352
	Iteration 15Q: 3 clusters Score -696977.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -697030.437500 Penalty: 2586.485352
	Iteration 16Q: 3 clusters Score -697030.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -697074.750000 Penalty: 2586.485352
	Iteration 17Q: 3 clusters Score -697074.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -697123.312500 Penalty: 2586.485352
	Iteration 18Q: 3 clusters Score -697123.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -697171.187500 Penalty: 2586.485352
	Iteration 19Q: 3 clusters Score -697171.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -697204.000000 Penalty: 2586.485352
	Iteration 20F: 3 clusters Score -697204 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -697232.937500 Penalty: 2586.485352
	Iteration 21Q: 3 clusters Score -697232.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -697260.937500 Penalty: 2586.485352
	Iteration 22Q: 3 clusters Score -697260.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -697292.937500 Penalty: 2586.485352
	Iteration 23Q: 3 clusters Score -697292.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -697327.562500 Penalty: 2586.485352
	Iteration 24Q: 3 clusters Score -697327.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -697368.375000 Penalty: 2586.485352
	Iteration 25Q: 3 clusters Score -697368.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -697408.750000 Penalty: 2586.485352
	Iteration 26Q: 3 clusters Score -697408.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -697430.687500 Penalty: 2586.485352
	Iteration 27Q: 3 clusters Score -697430.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -697442.562500 Penalty: 2586.485352
	Iteration 28Q: 3 clusters Score -697442.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -697446.812500 Penalty: 2586.485352
	Iteration 29Q: 3 clusters Score -697446.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -697454.562500 Penalty: 2586.485352
	Iteration 30Q: 3 clusters Score -697454.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -697458.625000 Penalty: 2586.485352
	Iteration 31Q: 3 clusters Score -697458.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -697460.500000 Penalty: 2586.485352
	Iteration 32Q: 3 clusters Score -697460.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -697461.875000 Penalty: 2586.485352
	Iteration 33Q: 3 clusters Score -697461.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -697465.687500 Penalty: 2586.485352
	Iteration 34Q: 3 clusters Score -697465.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -697467.687500 Penalty: 2586.485352
	Iteration 35Q: 3 clusters Score -697467.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -697468.750000 Penalty: 2586.485352
	Iteration 36Q: 3 clusters Score -697468.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -697470.375000 Penalty: 2586.485352
	Iteration 37Q: 3 clusters Score -697470.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -697471.250000 Penalty: 2586.485352
	Iteration 38Q: 3 clusters Score -697471.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -697472.937500 Penalty: 2586.485352
	Iteration 39Q: 3 clusters Score -697472.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -697475.250000 Penalty: 2586.485352
	Iteration 40F: 3 clusters Score -697475.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -697475.000000 Penalty: 2586.485352
	Iteration 41Q: 3 clusters Score -697475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -697475.750000 Penalty: 2586.485352
	Iteration 42Q: 3 clusters Score -697475.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -697477.062500 Penalty: 2586.485352
	Iteration 43Q: 3 clusters Score -697477.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -697479.812500 Penalty: 2586.485352
	Iteration 44Q: 3 clusters Score -697479.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -697479.000000 Penalty: 2586.485352
	Iteration 45Q: 3 clusters Score -697479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -697482.062500 Penalty: 2586.485352
	Iteration 46Q: 3 clusters Score -697482.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -697482.437500 Penalty: 2586.485352
	Iteration 47Q: 3 clusters Score -697482.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -697485.437500 Penalty: 2586.485352
	Iteration 48Q: 3 clusters Score -697485.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -697486.875000 Penalty: 2586.485352
	Iteration 49Q: 3 clusters Score -697486.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -697487.812500 Penalty: 2586.485352
	Iteration 50Q: 3 clusters Score -697487.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -697489.375000 Penalty: 2586.485352
	Iteration 51Q: 3 clusters Score -697489.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -697492.000000 Penalty: 2586.485352
	Iteration 52Q: 3 clusters Score -697492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -697491.500000 Penalty: 2586.485352
	Iteration 53Q: 3 clusters Score -697491.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -697492.125000 Penalty: 2586.485352
	Iteration 54Q: 3 clusters Score -697492.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -697493.625000 Penalty: 2586.485352
	Iteration 55Q: 3 clusters Score -697493.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -697493.625000 Penalty: 2586.485352
	Iteration 56F: 3 clusters Score -697493.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (16293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Entering Unmasked Estep 
Score: -1965295.375000 Penalty: 1443.135498
	Iteration 0F: 2 clusters Score -1965295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1954674.250000 Penalty: 2886.270996
	Iteration 0F: 3 clusters Score -1954674 nChanged 6954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1958377.250000 Penalty: 2886.270996
	Iteration 1F: 3 clusters Score -1958377 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1958780.875000 Penalty: 2886.270996
	Iteration 2F: 3 clusters Score -1958781 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1959094.125000 Penalty: 2886.270996
	Iteration 3Q: 3 clusters Score -1959094 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1959366.125000 Penalty: 2886.270996
	Iteration 4Q: 3 clusters Score -1959366 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1959615.625000 Penalty: 2886.270996
	Iteration 5Q: 3 clusters Score -1959616 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1959859.875000 Penalty: 2886.270996
	Iteration 6Q: 3 clusters Score -1959860 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1960114.125000 Penalty: 2886.270996
	Iteration 7Q: 3 clusters Score -1960114 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1960394.250000 Penalty: 2886.270996
	Iteration 8Q: 3 clusters Score -1960394 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1960699.250000 Penalty: 2886.270996
	Iteration 9Q: 3 clusters Score -1960699 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1960989.625000 Penalty: 2886.270996
	Iteration 10Q: 3 clusters Score -1960990 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -1961282.000000 Penalty: 2886.270996
	Iteration 11Q: 3 clusters Score -1961282 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -1961556.875000 Penalty: 2886.270996
	Iteration 12Q: 3 clusters Score -1961557 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -1961782.250000 Penalty: 2886.270996
	Iteration 13Q: 3 clusters Score -1961782 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -1961971.375000 Penalty: 2886.270996
	Iteration 14Q: 3 clusters Score -1961971 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -1962132.500000 Penalty: 2886.270996
	Iteration 15Q: 3 clusters Score -1962132 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -1962261.750000 Penalty: 2886.270996
	Iteration 16Q: 3 clusters Score -1962262 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -1962380.875000 Penalty: 2886.270996
	Iteration 17Q: 3 clusters Score -1962381 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -1962473.250000 Penalty: 2886.270996
	Iteration 18Q: 3 clusters Score -1962473 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -1962553.625000 Penalty: 2886.270996
	Iteration 19Q: 3 clusters Score -1962554 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -1962607.500000 Penalty: 2886.270996
	Iteration 20F: 3 clusters Score -1962608 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -1962687.500000 Penalty: 2886.270996
	Iteration 21Q: 3 clusters Score -1962688 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -1962761.375000 Penalty: 2886.270996
	Iteration 22Q: 3 clusters Score -1962761 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -1962829.625000 Penalty: 2886.270996
	Iteration 23Q: 3 clusters Score -1962830 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -1962892.750000 Penalty: 2886.270996
	Iteration 24Q: 3 clusters Score -1962893 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -1962956.250000 Penalty: 2886.270996
	Iteration 25Q: 3 clusters Score -1962956 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -1963032.000000 Penalty: 2886.270996
	Iteration 26Q: 3 clusters Score -1963032 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -1963105.375000 Penalty: 2886.270996
	Iteration 27Q: 3 clusters Score -1963105 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -1963169.875000 Penalty: 2886.270996
	Iteration 28Q: 3 clusters Score -1963170 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -1963251.625000 Penalty: 2886.270996
	Iteration 29Q: 3 clusters Score -1963252 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -1963324.500000 Penalty: 2886.270996
	Iteration 30Q: 3 clusters Score -1963324 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -1963392.875000 Penalty: 2886.270996
	Iteration 31Q: 3 clusters Score -1963393 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -1963460.375000 Penalty: 2886.270996
	Iteration 32Q: 3 clusters Score -1963460 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -1963537.000000 Penalty: 2886.270996
	Iteration 33Q: 3 clusters Score -1963537 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -1963593.000000 Penalty: 2886.270996
	Iteration 34Q: 3 clusters Score -1963593 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -1963658.875000 Penalty: 2886.270996
	Iteration 35Q: 3 clusters Score -1963659 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -1963728.750000 Penalty: 2886.270996
	Iteration 36Q: 3 clusters Score -1963729 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -1963790.375000 Penalty: 2886.270996
	Iteration 37Q: 3 clusters Score -1963790 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -1963849.000000 Penalty: 2886.270996
	Iteration 38Q: 3 clusters Score -1963849 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -1963892.000000 Penalty: 2886.270996
	Iteration 39Q: 3 clusters Score -1963892 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -1963927.250000 Penalty: 2886.270996
	Iteration 40F: 3 clusters Score -1963927 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -1963949.000000 Penalty: 2886.270996
	Iteration 41Q: 3 clusters Score -1963949 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -1963982.250000 Penalty: 2886.270996
	Iteration 42Q: 3 clusters Score -1963982 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -1964004.875000 Penalty: 2886.270996
	Iteration 43Q: 3 clusters Score -1964005 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -1964023.000000 Penalty: 2886.270996
	Iteration 44Q: 3 clusters Score -1964023 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -1964040.750000 Penalty: 2886.270996
	Iteration 45Q: 3 clusters Score -1964041 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -1964051.625000 Penalty: 2886.270996
	Iteration 46Q: 3 clusters Score -1964052 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -1964060.125000 Penalty: 2886.270996
	Iteration 47Q: 3 clusters Score -1964060 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -1964071.500000 Penalty: 2886.270996
	Iteration 48Q: 3 clusters Score -1964072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -1964075.875000 Penalty: 2886.270996
	Iteration 49Q: 3 clusters Score -1964076 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -1964085.875000 Penalty: 2886.270996
	Iteration 50Q: 3 clusters Score -1964086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -1964087.375000 Penalty: 2886.270996
	Iteration 51Q: 3 clusters Score -1964087 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -1964093.250000 Penalty: 2886.270996
	Iteration 52Q: 3 clusters Score -1964093 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -1964099.500000 Penalty: 2886.270996
	Iteration 53Q: 3 clusters Score -1964100 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -1964103.750000 Penalty: 2886.270996
	Iteration 54Q: 3 clusters Score -1964104 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -1964113.125000 Penalty: 2886.270996
	Iteration 55Q: 3 clusters Score -1964113 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -1964114.125000 Penalty: 2886.270996
	Iteration 56Q: 3 clusters Score -1964114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -1964119.875000 Penalty: 2886.270996
	Iteration 57Q: 3 clusters Score -1964120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -1964121.000000 Penalty: 2886.270996
	Iteration 58Q: 3 clusters Score -1964121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -1964122.250000 Penalty: 2886.270996
	Iteration 59Q: 3 clusters Score -1964122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -1964125.125000 Penalty: 2886.270996
	Iteration 60F: 3 clusters Score -1964125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -1964125.750000 Penalty: 2886.270996
	Iteration 61Q: 3 clusters Score -1964126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -1964126.250000 Penalty: 2886.270996
	Iteration 62Q: 3 clusters Score -1964126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -1964127.500000 Penalty: 2886.270996
	Iteration 63Q: 3 clusters Score -1964128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -1964132.000000 Penalty: 2886.270996
	Iteration 64Q: 3 clusters Score -1964132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -1964133.500000 Penalty: 2886.270996
	Iteration 65Q: 3 clusters Score -1964134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -1964134.750000 Penalty: 2886.270996
	Iteration 66Q: 3 clusters Score -1964135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -1964134.750000 Penalty: 2886.270996
	Iteration 67F: 3 clusters Score -1964135 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Entering Unmasked Estep 
Score: -68009.906250 Penalty: 980.022339
	Iteration 0F: 2 clusters Score -68009.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -66974.156250 Penalty: 1960.044678
	Iteration 0F: 3 clusters Score -66974.16 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -67250.742188 Penalty: 1960.044678
	Iteration 1F: 3 clusters Score -67250.74 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -67328.007812 Penalty: 1960.044678
	Iteration 2F: 3 clusters Score -67328.01 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -67372.539062 Penalty: 1960.044678
	Iteration 3Q: 3 clusters Score -67372.54 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -67410.656250 Penalty: 1960.044678
	Iteration 4Q: 3 clusters Score -67410.66 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -67469.484375 Penalty: 1960.044678
	Iteration 5Q: 3 clusters Score -67469.48 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -67538.546875 Penalty: 1960.044678
	Iteration 6Q: 3 clusters Score -67538.55 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -67600.882812 Penalty: 1960.044678
	Iteration 7Q: 3 clusters Score -67600.88 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -67699.906250 Penalty: 1960.044678
	Iteration 8Q: 3 clusters Score -67699.91 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -67833.179688 Penalty: 1960.044678
	Iteration 9Q: 3 clusters Score -67833.18 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -67987.750000 Penalty: 1960.044678
	Iteration 10Q: 3 clusters Score -67987.75 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -68124.312500 Penalty: 1960.044678
	Iteration 11Q: 3 clusters Score -68124.31 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -68224.335938 Penalty: 1960.044678
	Iteration 12Q: 3 clusters Score -68224.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -68283.468750 Penalty: 1960.044678
	Iteration 13Q: 3 clusters Score -68283.47 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -68351.000000 Penalty: 1960.044678
	Iteration 14Q: 3 clusters Score -68351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -68386.140625 Penalty: 1960.044678
	Iteration 15Q: 3 clusters Score -68386.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -68410.804688 Penalty: 1960.044678
	Iteration 16Q: 3 clusters Score -68410.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -68411.867188 Penalty: 1960.044678
	Iteration 17Q: 3 clusters Score -68411.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -68411.875000 Penalty: 1960.044678
	Iteration 18F: 3 clusters Score -68411.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -68445.773438 Penalty: 1960.044678
	Iteration 19Q: 3 clusters Score -68445.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -68448.406250 Penalty: 1960.044678
	Iteration 20F: 3 clusters Score -68448.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73387 members 
Mstep: Class 2 contains 41258 members 
Mstep: Class 3 contains 8908 members 
Mstep: Class 4 contains 2606 members 
Mstep: Class 5 contains 67673 members 
Mstep: Class 6 contains 44028 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 5544 members 
Mstep: Class 9 contains 8359 members 
Mstep: Class 10 contains 9849 members 
Mstep: Class 11 contains 9287 members 
Mstep: Class 12 contains 2858 members 
Mstep: Class 13 contains 10865 members 
Mstep: Class 14 contains 1651 members 
Mstep: Class 15 contains 11830 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24872 members 
Mstep: Class 18 contains 24249 members 
Mstep: Class 19 contains 6353 members 
Mstep: Class 20 contains 35628 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 6006 members 
Mstep: Class 23 contains 22166 members 
Mstep: Class 24 contains 5950 members 
Mstep: Class 25 contains 16293 members 
Mstep: Class 26 contains 400 members 
Mstep: Class 27 contains 59297 members 
Mstep: Class 28 contains 4779 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35038 members 
Mstep: Class 31 contains 21745 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 83269 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Mstep: Class 39 contains 4068 members 
Mstep: Class 40 contains 325 members 
Entering Unmasked Estep 
Score: -80993784.000000 Penalty: 79818.773438
Splitting cluster 26 changes total score from -80994272.000000 to -80993784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (59297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59297 members 
Entering Unmasked Estep 
Score: -7540262.000000 Penalty: 1635.358643
	Iteration 0F: 2 clusters Score -7540262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29754 members 
Mstep: Class 2 contains 29543 members 
Entering Unmasked Estep 
Score: -7503308.000000 Penalty: 3270.717285
	Iteration 0F: 3 clusters Score -7503308 nChanged 27522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30504 members 
Mstep: Class 2 contains 28793 members 
Entering Unmasked Estep 
Score: -7518849.500000 Penalty: 3270.717285
	Iteration 1F: 3 clusters Score -7518850 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30840 members 
Mstep: Class 2 contains 28457 members 
Entering Unmasked Estep 
Score: -7519548.000000 Penalty: 3270.717285
	Iteration 2Q: 3 clusters Score -7519548 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31309 members 
Mstep: Class 2 contains 27988 members 
Entering Unmasked Estep 
Score: -7520227.000000 Penalty: 3270.717285
	Iteration 3Q: 3 clusters Score -7520227 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31952 members 
Mstep: Class 2 contains 27345 members 
Entering Unmasked Estep 
Score: -7521001.500000 Penalty: 3270.717285
	Iteration 4Q: 3 clusters Score -7521002 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32805 members 
Mstep: Class 2 contains 26492 members 
Entering Unmasked Estep 
Score: -7521917.500000 Penalty: 3270.717285
	Iteration 5Q: 3 clusters Score -7521918 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34071 members 
Mstep: Class 2 contains 25226 members 
Entering Unmasked Estep 
Score: -7523043.500000 Penalty: 3270.717285
	Iteration 6Q: 3 clusters Score -7523044 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35682 members 
Mstep: Class 2 contains 23615 members 
Entering Unmasked Estep 
Score: -7524332.000000 Penalty: 3270.717285
	Iteration 7Q: 3 clusters Score -7524332 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37795 members 
Mstep: Class 2 contains 21502 members 
Entering Unmasked Estep 
Score: -7525877.500000 Penalty: 3270.717285
	Iteration 8Q: 3 clusters Score -7525878 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40402 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -7527799.500000 Penalty: 3270.717285
	Iteration 9F: 3 clusters Score -7527800 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43340 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -7529960.500000 Penalty: 3270.717285
	Iteration 10F: 3 clusters Score -7529960 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46492 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -7532126.500000 Penalty: 3270.717285
	Iteration 11F: 3 clusters Score -7532126 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49436 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -7534234.000000 Penalty: 3270.717285
	Iteration 12F: 3 clusters Score -7534234 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51862 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -7535926.000000 Penalty: 3270.717285
	Iteration 13Q: 3 clusters Score -7535926 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53759 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -7537235.500000 Penalty: 3270.717285
	Iteration 14Q: 3 clusters Score -7537236 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55084 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -7538064.000000 Penalty: 3270.717285
	Iteration 15Q: 3 clusters Score -7538064 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55945 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -7538550.500000 Penalty: 3270.717285
	Iteration 16Q: 3 clusters Score -7538550 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56495 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -7538858.000000 Penalty: 3270.717285
	Iteration 17Q: 3 clusters Score -7538858 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56872 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -7539093.000000 Penalty: 3270.717285
	Iteration 18Q: 3 clusters Score -7539093 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57101 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -7539221.000000 Penalty: 3270.717285
	Iteration 19Q: 3 clusters Score -7539221 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57267 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -7539294.500000 Penalty: 3270.717285
	Iteration 20F: 3 clusters Score -7539294 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57385 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -7539355.500000 Penalty: 3270.717285
	Iteration 21Q: 3 clusters Score -7539356 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57475 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -7539399.500000 Penalty: 3270.717285
	Iteration 22Q: 3 clusters Score -7539400 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57536 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -7539419.000000 Penalty: 3270.717285
	Iteration 23Q: 3 clusters Score -7539419 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57588 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -7539447.000000 Penalty: 3270.717285
	Iteration 24Q: 3 clusters Score -7539447 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57629 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -7539474.000000 Penalty: 3270.717285
	Iteration 25Q: 3 clusters Score -7539474 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57664 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -7539487.500000 Penalty: 3270.717285
	Iteration 26Q: 3 clusters Score -7539488 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57684 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -7539499.000000 Penalty: 3270.717285
	Iteration 27Q: 3 clusters Score -7539499 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57706 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -7539512.000000 Penalty: 3270.717285
	Iteration 28Q: 3 clusters Score -7539512 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57715 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -7539530.500000 Penalty: 3270.717285
	Iteration 29Q: 3 clusters Score -7539530 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57724 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -7539538.500000 Penalty: 3270.717285
	Iteration 30Q: 3 clusters Score -7539538 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57738 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -7539535.000000 Penalty: 3270.717285
	Iteration 31Q: 3 clusters Score -7539535 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57743 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -7539545.000000 Penalty: 3270.717285
	Iteration 32Q: 3 clusters Score -7539545 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57746 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -7539545.000000 Penalty: 3270.717285
	Iteration 33Q: 3 clusters Score -7539545 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57757 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -7539551.000000 Penalty: 3270.717285
	Iteration 34Q: 3 clusters Score -7539551 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57771 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -7539552.000000 Penalty: 3270.717285
	Iteration 35Q: 3 clusters Score -7539552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57782 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -7539554.000000 Penalty: 3270.717285
	Iteration 36Q: 3 clusters Score -7539554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57792 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -7539558.000000 Penalty: 3270.717285
	Iteration 37Q: 3 clusters Score -7539558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57797 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -7539559.000000 Penalty: 3270.717285
	Iteration 38Q: 3 clusters Score -7539559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57802 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -7539560.500000 Penalty: 3270.717285
	Iteration 39Q: 3 clusters Score -7539560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57808 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -7539565.000000 Penalty: 3270.717285
	Iteration 40F: 3 clusters Score -7539565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57812 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -7539566.500000 Penalty: 3270.717285
	Iteration 41Q: 3 clusters Score -7539566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57816 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -7539566.500000 Penalty: 3270.717285
	Iteration 42Q: 3 clusters Score -7539566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57819 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -7539559.000000 Penalty: 3270.717285
	Iteration 43Q: 3 clusters Score -7539559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57823 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -7539559.500000 Penalty: 3270.717285
	Iteration 44Q: 3 clusters Score -7539560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57825 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -7539557.000000 Penalty: 3270.717285
	Iteration 45Q: 3 clusters Score -7539557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57826 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -7539558.000000 Penalty: 3270.717285
	Iteration 46Q: 3 clusters Score -7539558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57826 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -7539558.000000 Penalty: 3270.717285
	Iteration 47F: 3 clusters Score -7539558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Entering Unmasked Estep 
Score: -554455.562500 Penalty: 1260.631714
	Iteration 0F: 2 clusters Score -554455.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -550929.250000 Penalty: 2521.263428
	Iteration 0F: 3 clusters Score -550929.2 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -551955.937500 Penalty: 2521.263428
	Iteration 1F: 3 clusters Score -551955.9 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -552201.687500 Penalty: 2521.263428
	Iteration 2F: 3 clusters Score -552201.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -552356.937500 Penalty: 2521.263428
	Iteration 3F: 3 clusters Score -552356.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -552480.250000 Penalty: 2521.263428
	Iteration 4Q: 3 clusters Score -552480.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -552589.812500 Penalty: 2521.263428
	Iteration 5Q: 3 clusters Score -552589.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -552716.437500 Penalty: 2521.263428
	Iteration 6Q: 3 clusters Score -552716.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -552860.750000 Penalty: 2521.263428
	Iteration 7Q: 3 clusters Score -552860.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -553028.562500 Penalty: 2521.263428
	Iteration 8Q: 3 clusters Score -553028.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -553171.812500 Penalty: 2521.263428
	Iteration 9Q: 3 clusters Score -553171.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -553289.187500 Penalty: 2521.263428
	Iteration 10Q: 3 clusters Score -553289.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -553382.437500 Penalty: 2521.263428
	Iteration 11Q: 3 clusters Score -553382.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -553458.000000 Penalty: 2521.263428
	Iteration 12Q: 3 clusters Score -553458 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -553524.562500 Penalty: 2521.263428
	Iteration 13Q: 3 clusters Score -553524.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -553580.312500 Penalty: 2521.263428
	Iteration 14Q: 3 clusters Score -553580.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -553618.250000 Penalty: 2521.263428
	Iteration 15Q: 3 clusters Score -553618.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -553651.562500 Penalty: 2521.263428
	Iteration 16Q: 3 clusters Score -553651.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -553683.500000 Penalty: 2521.263428
	Iteration 17Q: 3 clusters Score -553683.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -553713.125000 Penalty: 2521.263428
	Iteration 18Q: 3 clusters Score -553713.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -553740.875000 Penalty: 2521.263428
	Iteration 19Q: 3 clusters Score -553740.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -553769.937500 Penalty: 2521.263428
	Iteration 20F: 3 clusters Score -553769.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -553790.500000 Penalty: 2521.263428
	Iteration 21Q: 3 clusters Score -553790.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -553808.687500 Penalty: 2521.263428
	Iteration 22Q: 3 clusters Score -553808.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -553817.500000 Penalty: 2521.263428
	Iteration 23Q: 3 clusters Score -553817.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -553822.062500 Penalty: 2521.263428
	Iteration 24Q: 3 clusters Score -553822.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -553826.062500 Penalty: 2521.263428
	Iteration 25Q: 3 clusters Score -553826.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -553830.687500 Penalty: 2521.263428
	Iteration 26Q: 3 clusters Score -553830.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -553835.062500 Penalty: 2521.263428
	Iteration 27Q: 3 clusters Score -553835.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -553838.687500 Penalty: 2521.263428
	Iteration 28Q: 3 clusters Score -553838.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -553841.375000 Penalty: 2521.263428
	Iteration 29Q: 3 clusters Score -553841.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -553845.687500 Penalty: 2521.263428
	Iteration 30Q: 3 clusters Score -553845.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -553848.562500 Penalty: 2521.263428
	Iteration 31Q: 3 clusters Score -553848.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -553850.687500 Penalty: 2521.263428
	Iteration 32Q: 3 clusters Score -553850.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -553854.937500 Penalty: 2521.263428
	Iteration 33Q: 3 clusters Score -553854.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -553860.062500 Penalty: 2521.263428
	Iteration 34Q: 3 clusters Score -553860.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -553865.937500 Penalty: 2521.263428
	Iteration 35Q: 3 clusters Score -553865.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -553869.750000 Penalty: 2521.263428
	Iteration 36Q: 3 clusters Score -553869.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -553873.187500 Penalty: 2521.263428
	Iteration 37Q: 3 clusters Score -553873.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -553879.437500 Penalty: 2521.263428
	Iteration 38Q: 3 clusters Score -553879.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -553882.562500 Penalty: 2521.263428
	Iteration 39Q: 3 clusters Score -553882.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -553883.812500 Penalty: 2521.263428
	Iteration 40F: 3 clusters Score -553883.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -553886.187500 Penalty: 2521.263428
	Iteration 41Q: 3 clusters Score -553886.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -553888.187500 Penalty: 2521.263428
	Iteration 42Q: 3 clusters Score -553888.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -553891.437500 Penalty: 2521.263428
	Iteration 43Q: 3 clusters Score -553891.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -553893.812500 Penalty: 2521.263428
	Iteration 44Q: 3 clusters Score -553893.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -553896.562500 Penalty: 2521.263428
	Iteration 45Q: 3 clusters Score -553896.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -553898.125000 Penalty: 2521.263428
	Iteration 46Q: 3 clusters Score -553898.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -553898.062500 Penalty: 2521.263428
	Iteration 47Q: 3 clusters Score -553898.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -553899.937500 Penalty: 2521.263428
	Iteration 48Q: 3 clusters Score -553899.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -553900.250000 Penalty: 2521.263428
	Iteration 49Q: 3 clusters Score -553900.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -553901.875000 Penalty: 2521.263428
	Iteration 50Q: 3 clusters Score -553901.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -553901.562500 Penalty: 2521.263428
	Iteration 51Q: 3 clusters Score -553901.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -553901.687500 Penalty: 2521.263428
	Iteration 52Q: 3 clusters Score -553901.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -553901.250000 Penalty: 2521.263428
	Iteration 53Q: 3 clusters Score -553901.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -553903.375000 Penalty: 2521.263428
	Iteration 54Q: 3 clusters Score -553903.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -553903.375000 Penalty: 2521.263428
	Iteration 55F: 3 clusters Score -553903.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -28234.490234 Penalty: 899.496826
	Iteration 0F: 2 clusters Score -28234.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -27478.007812 Penalty: 1798.993652
	Iteration 0F: 3 clusters Score -27478.01 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -27752.425781 Penalty: 1798.993652
	Iteration 1F: 3 clusters Score -27752.43 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -27939.921875 Penalty: 1798.993652
	Iteration 2F: 3 clusters Score -27939.92 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -28080.955078 Penalty: 1798.993652
	Iteration 3F: 3 clusters Score -28080.96 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -28161.113281 Penalty: 1798.993652
	Iteration 4F: 3 clusters Score -28161.11 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -28225.093750 Penalty: 1798.993652
	Iteration 5Q: 3 clusters Score -28225.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -28249.849609 Penalty: 1798.993652
	Iteration 6Q: 3 clusters Score -28249.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -28259.908203 Penalty: 1798.993652
	Iteration 7Q: 3 clusters Score -28259.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -28284.167969 Penalty: 1798.993652
	Iteration 8Q: 3 clusters Score -28284.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -28326.998047 Penalty: 1798.993652
	Iteration 9Q: 3 clusters Score -28327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -28335.425781 Penalty: 1798.993652
	Iteration 10Q: 3 clusters Score -28335.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -28351.373047 Penalty: 1798.993652
	Iteration 11Q: 3 clusters Score -28351.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -28365.175781 Penalty: 1798.993652
	Iteration 12Q: 3 clusters Score -28365.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -28373.736328 Penalty: 1798.993652
	Iteration 13Q: 3 clusters Score -28373.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -28373.736328 Penalty: 1798.993652
	Iteration 14F: 3 clusters Score -28373.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73387 members 
Mstep: Class 2 contains 41258 members 
Mstep: Class 3 contains 8908 members 
Mstep: Class 4 contains 2606 members 
Mstep: Class 5 contains 67673 members 
Mstep: Class 6 contains 44028 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 5544 members 
Mstep: Class 9 contains 8359 members 
Mstep: Class 10 contains 9849 members 
Mstep: Class 11 contains 9287 members 
Mstep: Class 12 contains 2858 members 
Mstep: Class 13 contains 10865 members 
Mstep: Class 14 contains 1651 members 
Mstep: Class 15 contains 11830 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24872 members 
Mstep: Class 18 contains 24249 members 
Mstep: Class 19 contains 6353 members 
Mstep: Class 20 contains 35628 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 6006 members 
Mstep: Class 23 contains 22166 members 
Mstep: Class 24 contains 5950 members 
Mstep: Class 25 contains 16293 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 59297 members 
Mstep: Class 28 contains 4779 members 
Mstep: Class 29 contains 117 members 
Mstep: Class 30 contains 35038 members 
Mstep: Class 31 contains 21745 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 83269 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Mstep: Class 39 contains 4068 members 
Mstep: Class 40 contains 305 members 
Entering Unmasked Estep 
Score: -80993376.000000 Penalty: 79818.773438
Splitting cluster 29 changes total score from -80994272.000000 to -80993376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (35038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35038 members 
Entering Unmasked Estep 
Score: -4431028.000000 Penalty: 1557.071289
	Iteration 0F: 2 clusters Score -4431028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -4408279.000000 Penalty: 3114.142578
	Iteration 0F: 3 clusters Score -4408279 nChanged 15915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -4416945.500000 Penalty: 3114.142578
	Iteration 1F: 3 clusters Score -4416946 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -4417520.500000 Penalty: 3114.142578
	Iteration 2Q: 3 clusters Score -4417520 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -4418031.000000 Penalty: 3114.142578
	Iteration 3Q: 3 clusters Score -4418031 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -4418538.000000 Penalty: 3114.142578
	Iteration 4Q: 3 clusters Score -4418538 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -4419058.000000 Penalty: 3114.142578
	Iteration 5Q: 3 clusters Score -4419058 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -4419653.000000 Penalty: 3114.142578
	Iteration 6Q: 3 clusters Score -4419653 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -4420376.500000 Penalty: 3114.142578
	Iteration 7Q: 3 clusters Score -4420376 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -4421301.000000 Penalty: 3114.142578
	Iteration 8Q: 3 clusters Score -4421301 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24768 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -4422462.500000 Penalty: 3114.142578
	Iteration 9F: 3 clusters Score -4422462 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26442 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -4423788.500000 Penalty: 3114.142578
	Iteration 10F: 3 clusters Score -4423788 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27993 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -4425091.500000 Penalty: 3114.142578
	Iteration 11Q: 3 clusters Score -4425092 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29246 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -4426213.500000 Penalty: 3114.142578
	Iteration 12Q: 3 clusters Score -4426214 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30201 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -4427033.000000 Penalty: 3114.142578
	Iteration 13Q: 3 clusters Score -4427033 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30958 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -4427643.500000 Penalty: 3114.142578
	Iteration 14Q: 3 clusters Score -4427644 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31532 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -4428085.500000 Penalty: 3114.142578
	Iteration 15Q: 3 clusters Score -4428086 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31972 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -4428387.000000 Penalty: 3114.142578
	Iteration 16Q: 3 clusters Score -4428387 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32350 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -4428624.000000 Penalty: 3114.142578
	Iteration 17Q: 3 clusters Score -4428624 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32661 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -4428800.000000 Penalty: 3114.142578
	Iteration 18Q: 3 clusters Score -4428800 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32917 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -4428947.500000 Penalty: 3114.142578
	Iteration 19Q: 3 clusters Score -4428948 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33139 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -4429070.000000 Penalty: 3114.142578
	Iteration 20F: 3 clusters Score -4429070 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33310 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -4429164.000000 Penalty: 3114.142578
	Iteration 21Q: 3 clusters Score -4429164 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33467 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -4429238.000000 Penalty: 3114.142578
	Iteration 22Q: 3 clusters Score -4429238 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33596 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -4429300.500000 Penalty: 3114.142578
	Iteration 23Q: 3 clusters Score -4429300 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33710 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -4429360.000000 Penalty: 3114.142578
	Iteration 24Q: 3 clusters Score -4429360 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33805 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -4429402.500000 Penalty: 3114.142578
	Iteration 25Q: 3 clusters Score -4429402 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33874 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -4429432.000000 Penalty: 3114.142578
	Iteration 26Q: 3 clusters Score -4429432 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33941 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -4429462.500000 Penalty: 3114.142578
	Iteration 27Q: 3 clusters Score -4429462 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33999 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -4429506.500000 Penalty: 3114.142578
	Iteration 28Q: 3 clusters Score -4429506 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34060 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -4429535.000000 Penalty: 3114.142578
	Iteration 29Q: 3 clusters Score -4429535 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34105 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -4429544.000000 Penalty: 3114.142578
	Iteration 30Q: 3 clusters Score -4429544 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34136 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -4429560.500000 Penalty: 3114.142578
	Iteration 31Q: 3 clusters Score -4429560 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34169 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -4429574.500000 Penalty: 3114.142578
	Iteration 32Q: 3 clusters Score -4429574 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34199 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -4429588.000000 Penalty: 3114.142578
	Iteration 33Q: 3 clusters Score -4429588 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34226 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -4429607.500000 Penalty: 3114.142578
	Iteration 34Q: 3 clusters Score -4429608 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34249 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -4429614.000000 Penalty: 3114.142578
	Iteration 35Q: 3 clusters Score -4429614 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34270 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -4429628.000000 Penalty: 3114.142578
	Iteration 36Q: 3 clusters Score -4429628 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34284 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -4429634.000000 Penalty: 3114.142578
	Iteration 37Q: 3 clusters Score -4429634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34293 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -4429635.000000 Penalty: 3114.142578
	Iteration 38Q: 3 clusters Score -4429635 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34305 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -4429637.500000 Penalty: 3114.142578
	Iteration 39Q: 3 clusters Score -4429638 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34317 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -4429645.000000 Penalty: 3114.142578
	Iteration 40F: 3 clusters Score -4429645 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34336 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -4429656.500000 Penalty: 3114.142578
	Iteration 41Q: 3 clusters Score -4429656 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34350 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -4429673.500000 Penalty: 3114.142578
	Iteration 42Q: 3 clusters Score -4429674 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34364 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -4429680.000000 Penalty: 3114.142578
	Iteration 43Q: 3 clusters Score -4429680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34381 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -4429686.500000 Penalty: 3114.142578
	Iteration 44Q: 3 clusters Score -4429686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34393 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -4429696.500000 Penalty: 3114.142578
	Iteration 45Q: 3 clusters Score -4429696 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34404 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -4429701.500000 Penalty: 3114.142578
	Iteration 46Q: 3 clusters Score -4429702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34418 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -4429710.000000 Penalty: 3114.142578
	Iteration 47Q: 3 clusters Score -4429710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34427 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -4429710.000000 Penalty: 3114.142578
	Iteration 48Q: 3 clusters Score -4429710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34436 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -4429717.500000 Penalty: 3114.142578
	Iteration 49Q: 3 clusters Score -4429718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34442 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -4429718.000000 Penalty: 3114.142578
	Iteration 50Q: 3 clusters Score -4429718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34446 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -4429726.500000 Penalty: 3114.142578
	Iteration 51Q: 3 clusters Score -4429726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34449 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -4429722.000000 Penalty: 3114.142578
	Iteration 52Q: 3 clusters Score -4429722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34452 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -4429730.000000 Penalty: 3114.142578
	Iteration 53Q: 3 clusters Score -4429730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34455 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -4429733.000000 Penalty: 3114.142578
	Iteration 54Q: 3 clusters Score -4429733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34456 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -4429732.500000 Penalty: 3114.142578
	Iteration 55Q: 3 clusters Score -4429732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34458 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -4429736.000000 Penalty: 3114.142578
	Iteration 56Q: 3 clusters Score -4429736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34462 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -4429737.500000 Penalty: 3114.142578
	Iteration 57Q: 3 clusters Score -4429738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34462 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -4429737.500000 Penalty: 3114.142578
	Iteration 58F: 3 clusters Score -4429738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (21745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Entering Unmasked Estep 
Score: -2764261.000000 Penalty: 1486.086304
	Iteration 0F: 2 clusters Score -2764261 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -2750061.750000 Penalty: 2972.172607
	Iteration 0F: 3 clusters Score -2750062 nChanged 9588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -2755045.500000 Penalty: 2972.172607
	Iteration 1F: 3 clusters Score -2755046 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -2755587.750000 Penalty: 2972.172607
	Iteration 2F: 3 clusters Score -2755588 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -2756219.500000 Penalty: 2972.172607
	Iteration 3F: 3 clusters Score -2756220 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -2756994.500000 Penalty: 2972.172607
	Iteration 4F: 3 clusters Score -2756994 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -2758010.500000 Penalty: 2972.172607
	Iteration 5F: 3 clusters Score -2758010 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -2759191.500000 Penalty: 2972.172607
	Iteration 6F: 3 clusters Score -2759192 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -2760369.250000 Penalty: 2972.172607
	Iteration 7F: 3 clusters Score -2760369 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -2761389.250000 Penalty: 2972.172607
	Iteration 8F: 3 clusters Score -2761389 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -2762117.250000 Penalty: 2972.172607
	Iteration 9Q: 3 clusters Score -2762117 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 21021 members 
Entering Unmasked Estep 
Score: -2762546.250000 Penalty: 2972.172607
	Iteration 10Q: 3 clusters Score -2762546 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 21237 members 
Entering Unmasked Estep 
Score: -2762753.500000 Penalty: 2972.172607
	Iteration 11Q: 3 clusters Score -2762754 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 21340 members 
Entering Unmasked Estep 
Score: -2762885.250000 Penalty: 2972.172607
	Iteration 12Q: 3 clusters Score -2762885 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 21395 members 
Entering Unmasked Estep 
Score: -2762950.750000 Penalty: 2972.172607
	Iteration 13Q: 3 clusters Score -2762951 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
Score: -2762989.250000 Penalty: 2972.172607
	Iteration 14Q: 3 clusters Score -2762989 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -2763019.500000 Penalty: 2972.172607
	Iteration 15Q: 3 clusters Score -2763020 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 21445 members 
Entering Unmasked Estep 
Score: -2763035.250000 Penalty: 2972.172607
	Iteration 16Q: 3 clusters Score -2763035 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 21458 members 
Entering Unmasked Estep 
Score: -2763047.250000 Penalty: 2972.172607
	Iteration 17Q: 3 clusters Score -2763047 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 21463 members 
Entering Unmasked Estep 
Score: -2763057.500000 Penalty: 2972.172607
	Iteration 18Q: 3 clusters Score -2763058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 21464 members 
Entering Unmasked Estep 
Score: -2763067.500000 Penalty: 2972.172607
	Iteration 19Q: 3 clusters Score -2763068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -2763070.250000 Penalty: 2972.172607
	Iteration 20F: 3 clusters Score -2763070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 21470 members 
Entering Unmasked Estep 
Score: -2763080.000000 Penalty: 2972.172607
	Iteration 21Q: 3 clusters Score -2763080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 21472 members 
Entering Unmasked Estep 
Score: -2763080.000000 Penalty: 2972.172607
	Iteration 22Q: 3 clusters Score -2763080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 21474 members 
Entering Unmasked Estep 
Score: -2763092.250000 Penalty: 2972.172607
	Iteration 23Q: 3 clusters Score -2763092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 21473 members 
Entering Unmasked Estep 
Score: -2763089.250000 Penalty: 2972.172607
	Iteration 24Q: 3 clusters Score -2763089 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 21473 members 
Entering Unmasked Estep 
Score: -2763089.250000 Penalty: 2972.172607
	Iteration 25F: 3 clusters Score -2763089 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Entering Unmasked Estep 
Score: -21853.011719 Penalty: 817.367554
	Iteration 0F: 2 clusters Score -21853.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -21288.179688 Penalty: 1634.735107
	Iteration 0F: 3 clusters Score -21288.18 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -21419.207031 Penalty: 1634.735107
	Iteration 1F: 3 clusters Score -21419.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -21450.876953 Penalty: 1634.735107
	Iteration 2Q: 3 clusters Score -21450.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -21460.832031 Penalty: 1634.735107
	Iteration 3Q: 3 clusters Score -21460.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -21470.326172 Penalty: 1634.735107
	Iteration 4Q: 3 clusters Score -21470.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -21474.173828 Penalty: 1634.735107
	Iteration 5Q: 3 clusters Score -21474.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -21482.822266 Penalty: 1634.735107
	Iteration 6Q: 3 clusters Score -21482.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -21495.923828 Penalty: 1634.735107
	Iteration 7Q: 3 clusters Score -21495.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -21506.693359 Penalty: 1634.735107
	Iteration 8Q: 3 clusters Score -21506.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -21506.693359 Penalty: 1634.735107
	Iteration 9F: 3 clusters Score -21506.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (83269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83269 members 
Entering Unmasked Estep 
Score: -10525482.000000 Penalty: 1685.879028
	Iteration 0F: 2 clusters Score -1.052548e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41512 members 
Mstep: Class 2 contains 41757 members 
Entering Unmasked Estep 
Score: -10479203.000000 Penalty: 3371.758057
	Iteration 0F: 3 clusters Score -1.04792e+07 nChanged 39343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39875 members 
Mstep: Class 2 contains 43394 members 
Entering Unmasked Estep 
Score: -10501312.000000 Penalty: 3371.758057
	Iteration 1F: 3 clusters Score -1.050131e+07 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39246 members 
Mstep: Class 2 contains 44023 members 
Entering Unmasked Estep 
Score: -10501997.000000 Penalty: 3371.758057
	Iteration 2Q: 3 clusters Score -1.0502e+07 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38499 members 
Mstep: Class 2 contains 44770 members 
Entering Unmasked Estep 
Score: -10502598.000000 Penalty: 3371.758057
	Iteration 3Q: 3 clusters Score -1.05026e+07 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37681 members 
Mstep: Class 2 contains 45588 members 
Entering Unmasked Estep 
Score: -10503282.000000 Penalty: 3371.758057
	Iteration 4Q: 3 clusters Score -1.050328e+07 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36772 members 
Mstep: Class 2 contains 46497 members 
Entering Unmasked Estep 
Score: -10504006.000000 Penalty: 3371.758057
	Iteration 5Q: 3 clusters Score -1.050401e+07 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35843 members 
Mstep: Class 2 contains 47426 members 
Entering Unmasked Estep 
Score: -10504984.000000 Penalty: 3371.758057
	Iteration 6Q: 3 clusters Score -1.050498e+07 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34984 members 
Mstep: Class 2 contains 48285 members 
Entering Unmasked Estep 
Score: -10506200.000000 Penalty: 3371.758057
	Iteration 7Q: 3 clusters Score -1.05062e+07 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34313 members 
Mstep: Class 2 contains 48956 members 
Entering Unmasked Estep 
Score: -10508178.000000 Penalty: 3371.758057
	Iteration 8F: 3 clusters Score -1.050818e+07 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34085 members 
Mstep: Class 2 contains 49184 members 
Entering Unmasked Estep 
Score: -10510979.000000 Penalty: 3371.758057
	Iteration 9F: 3 clusters Score -1.051098e+07 nChanged 5056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34565 members 
Mstep: Class 2 contains 48704 members 
Entering Unmasked Estep 
Score: -10513806.000000 Penalty: 3371.758057
	Iteration 10F: 3 clusters Score -1.051381e+07 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35694 members 
Mstep: Class 2 contains 47575 members 
Entering Unmasked Estep 
Score: -10515881.000000 Penalty: 3371.758057
	Iteration 11F: 3 clusters Score -1.051588e+07 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37196 members 
Mstep: Class 2 contains 46073 members 
Entering Unmasked Estep 
Score: -10516913.000000 Penalty: 3371.758057
	Iteration 12Q: 3 clusters Score -1.051691e+07 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39026 members 
Mstep: Class 2 contains 44243 members 
Entering Unmasked Estep 
Score: -10517426.000000 Penalty: 3371.758057
	Iteration 13Q: 3 clusters Score -1.051743e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41134 members 
Mstep: Class 2 contains 42135 members 
Entering Unmasked Estep 
Score: -10517811.000000 Penalty: 3371.758057
	Iteration 14Q: 3 clusters Score -1.051781e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43480 members 
Mstep: Class 2 contains 39789 members 
Entering Unmasked Estep 
Score: -10517955.000000 Penalty: 3371.758057
	Iteration 15Q: 3 clusters Score -1.051796e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45928 members 
Mstep: Class 2 contains 37341 members 
Entering Unmasked Estep 
Score: -10518157.000000 Penalty: 3371.758057
	Iteration 16Q: 3 clusters Score -1.051816e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48272 members 
Mstep: Class 2 contains 34997 members 
Entering Unmasked Estep 
Score: -10518254.000000 Penalty: 3371.758057
	Iteration 17Q: 3 clusters Score -1.051825e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50531 members 
Mstep: Class 2 contains 32738 members 
Entering Unmasked Estep 
Score: -10518489.000000 Penalty: 3371.758057
	Iteration 18Q: 3 clusters Score -1.051849e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53107 members 
Mstep: Class 2 contains 30162 members 
Entering Unmasked Estep 
Score: -10518768.000000 Penalty: 3371.758057
	Iteration 19Q: 3 clusters Score -1.051877e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55848 members 
Mstep: Class 2 contains 27421 members 
Entering Unmasked Estep 
Score: -10519188.000000 Penalty: 3371.758057
	Iteration 20F: 3 clusters Score -1.051919e+07 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58730 members 
Mstep: Class 2 contains 24539 members 
Entering Unmasked Estep 
Score: -10519675.000000 Penalty: 3371.758057
	Iteration 21Q: 3 clusters Score -1.051968e+07 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61768 members 
Mstep: Class 2 contains 21501 members 
Entering Unmasked Estep 
Score: -10520327.000000 Penalty: 3371.758057
	Iteration 22Q: 3 clusters Score -1.052033e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64666 members 
Mstep: Class 2 contains 18603 members 
Entering Unmasked Estep 
Score: -10521028.000000 Penalty: 3371.758057
	Iteration 23Q: 3 clusters Score -1.052103e+07 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67376 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -10521767.000000 Penalty: 3371.758057
	Iteration 24Q: 3 clusters Score -1.052177e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69872 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -10522407.000000 Penalty: 3371.758057
	Iteration 25Q: 3 clusters Score -1.052241e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72135 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -10522928.000000 Penalty: 3371.758057
	Iteration 26Q: 3 clusters Score -1.052293e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74243 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -10523400.000000 Penalty: 3371.758057
	Iteration 27Q: 3 clusters Score -1.05234e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76218 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -10523833.000000 Penalty: 3371.758057
	Iteration 28Q: 3 clusters Score -1.052383e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77885 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -10524040.000000 Penalty: 3371.758057
	Iteration 29Q: 3 clusters Score -1.052404e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79343 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -10524147.000000 Penalty: 3371.758057
	Iteration 30Q: 3 clusters Score -1.052415e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80492 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -10524271.000000 Penalty: 3371.758057
	Iteration 31Q: 3 clusters Score -1.052427e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81314 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -10524214.000000 Penalty: 3371.758057
	Iteration 32Q: 3 clusters Score -1.052421e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81836 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -10524246.000000 Penalty: 3371.758057
	Iteration 33Q: 3 clusters Score -1.052425e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82158 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -10524240.000000 Penalty: 3371.758057
	Iteration 34Q: 3 clusters Score -1.052424e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82352 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -10524284.000000 Penalty: 3371.758057
	Iteration 35Q: 3 clusters Score -1.052428e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82493 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -10524277.000000 Penalty: 3371.758057
	Iteration 36Q: 3 clusters Score -1.052428e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82582 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -10524328.000000 Penalty: 3371.758057
	Iteration 37Q: 3 clusters Score -1.052433e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82644 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -10524336.000000 Penalty: 3371.758057
	Iteration 38Q: 3 clusters Score -1.052434e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82701 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -10524341.000000 Penalty: 3371.758057
	Iteration 39Q: 3 clusters Score -1.052434e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82735 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -10524322.000000 Penalty: 3371.758057
	Iteration 40F: 3 clusters Score -1.052432e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82767 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -10524361.000000 Penalty: 3371.758057
	Iteration 41Q: 3 clusters Score -1.052436e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82787 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -10524377.000000 Penalty: 3371.758057
	Iteration 42Q: 3 clusters Score -1.052438e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82809 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -10524390.000000 Penalty: 3371.758057
	Iteration 43Q: 3 clusters Score -1.052439e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82818 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -10524387.000000 Penalty: 3371.758057
	Iteration 44Q: 3 clusters Score -1.052439e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82834 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -10524394.000000 Penalty: 3371.758057
	Iteration 45Q: 3 clusters Score -1.052439e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82847 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -10524402.000000 Penalty: 3371.758057
	Iteration 46Q: 3 clusters Score -1.05244e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82855 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -10524403.000000 Penalty: 3371.758057
	Iteration 47Q: 3 clusters Score -1.05244e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82861 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -10524418.000000 Penalty: 3371.758057
	Iteration 48Q: 3 clusters Score -1.052442e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82864 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -10524423.000000 Penalty: 3371.758057
	Iteration 49Q: 3 clusters Score -1.052442e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82870 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -10524429.000000 Penalty: 3371.758057
	Iteration 50Q: 3 clusters Score -1.052443e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82875 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -10524416.000000 Penalty: 3371.758057
	Iteration 51Q: 3 clusters Score -1.052442e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82881 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -10524409.000000 Penalty: 3371.758057
	Iteration 52Q: 3 clusters Score -1.052441e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82884 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -10524414.000000 Penalty: 3371.758057
	Iteration 53Q: 3 clusters Score -1.052441e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82887 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -10524412.000000 Penalty: 3371.758057
	Iteration 54Q: 3 clusters Score -1.052441e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82888 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -10524419.000000 Penalty: 3371.758057
	Iteration 55Q: 3 clusters Score -1.052442e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82890 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -10524426.000000 Penalty: 3371.758057
	Iteration 56Q: 3 clusters Score -1.052443e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82891 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -10524420.000000 Penalty: 3371.758057
	Iteration 57Q: 3 clusters Score -1.052442e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82891 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -10524420.000000 Penalty: 3371.758057
	Iteration 58F: 3 clusters Score -1.052442e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Entering Unmasked Estep 
Score: -24259.691406 Penalty: 846.221985
	Iteration 0F: 2 clusters Score -24259.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -23737.060547 Penalty: 1692.443970
	Iteration 0F: 3 clusters Score -23737.06 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -24004.541016 Penalty: 1692.443970
	Iteration 1F: 3 clusters Score -24004.54 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -24153.408203 Penalty: 1692.443970
	Iteration 2F: 3 clusters Score -24153.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -24190.753906 Penalty: 1692.443970
	Iteration 3Q: 3 clusters Score -24190.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -24213.142578 Penalty: 1692.443970
	Iteration 4Q: 3 clusters Score -24213.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -24237.533203 Penalty: 1692.443970
	Iteration 5Q: 3 clusters Score -24237.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -24257.593750 Penalty: 1692.443970
	Iteration 6Q: 3 clusters Score -24257.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -24275.449219 Penalty: 1692.443970
	Iteration 7Q: 3 clusters Score -24275.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -24275.449219 Penalty: 1692.443970
	Iteration 8F: 3 clusters Score -24275.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73387 members 
Mstep: Class 2 contains 41258 members 
Mstep: Class 3 contains 8908 members 
Mstep: Class 4 contains 2606 members 
Mstep: Class 5 contains 67673 members 
Mstep: Class 6 contains 44028 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 5544 members 
Mstep: Class 9 contains 8359 members 
Mstep: Class 10 contains 9849 members 
Mstep: Class 11 contains 9287 members 
Mstep: Class 12 contains 2858 members 
Mstep: Class 13 contains 10865 members 
Mstep: Class 14 contains 1651 members 
Mstep: Class 15 contains 11830 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24872 members 
Mstep: Class 18 contains 24249 members 
Mstep: Class 19 contains 6353 members 
Mstep: Class 20 contains 35628 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 6006 members 
Mstep: Class 23 contains 22166 members 
Mstep: Class 24 contains 5950 members 
Mstep: Class 25 contains 16293 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 59297 members 
Mstep: Class 28 contains 4779 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35038 members 
Mstep: Class 31 contains 21745 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 83269 members 
Mstep: Class 34 contains 204 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Mstep: Class 39 contains 4068 members 
Mstep: Class 40 contains 91 members 
Entering Unmasked Estep 
Score: -80993256.000000 Penalty: 79818.773438
Splitting cluster 34 changes total score from -80994272.000000 to -80993256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Entering Unmasked Estep 
Score: -48448.457031 Penalty: 904.694092
	Iteration 0F: 2 clusters Score -48448.46 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 209 members 
Entering Unmasked Estep 
Score: -47622.316406 Penalty: 1809.388184
	Iteration 0F: 3 clusters Score -47622.32 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -47855.777344 Penalty: 1809.388184
	Iteration 1F: 3 clusters Score -47855.78 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -47912.363281 Penalty: 1809.388184
	Iteration 2Q: 3 clusters Score -47912.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -47924.828125 Penalty: 1809.388184
	Iteration 3Q: 3 clusters Score -47924.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -47938.785156 Penalty: 1809.388184
	Iteration 4Q: 3 clusters Score -47938.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -47948.871094 Penalty: 1809.388184
	Iteration 5Q: 3 clusters Score -47948.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -47948.871094 Penalty: 1809.388184
	Iteration 6F: 3 clusters Score -47948.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Entering Unmasked Estep 
Score: -14633.545898 Penalty: 803.918457
	Iteration 0F: 2 clusters Score -14633.55 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 108 members 
Entering Unmasked Estep 
Score: -14162.041992 Penalty: 1607.836914
	Iteration 0F: 3 clusters Score -14162.04 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -14323.966797 Penalty: 1607.836914
	Iteration 1F: 3 clusters Score -14323.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -14387.680664 Penalty: 1607.836914
	Iteration 2Q: 3 clusters Score -14387.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -14430.176758 Penalty: 1607.836914
	Iteration 3Q: 3 clusters Score -14430.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -14446.114258 Penalty: 1607.836914
	Iteration 4Q: 3 clusters Score -14446.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -14467.663086 Penalty: 1607.836914
	Iteration 5Q: 3 clusters Score -14467.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -14485.531250 Penalty: 1607.836914
	Iteration 6Q: 3 clusters Score -14485.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -14495.787109 Penalty: 1607.836914
	Iteration 7Q: 3 clusters Score -14495.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -14495.787109 Penalty: 1607.836914
	Iteration 8F: 3 clusters Score -14495.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Entering Unmasked Estep 
Score: -39030.957031 Penalty: 902.636902
	Iteration 0F: 2 clusters Score -39030.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -38167.769531 Penalty: 1805.273804
	Iteration 0F: 3 clusters Score -38167.77 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -38339.707031 Penalty: 1805.273804
	Iteration 1F: 3 clusters Score -38339.71 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -38382.730469 Penalty: 1805.273804
	Iteration 2F: 3 clusters Score -38382.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -38394.800781 Penalty: 1805.273804
	Iteration 3Q: 3 clusters Score -38394.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -38416.285156 Penalty: 1805.273804
	Iteration 4Q: 3 clusters Score -38416.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -38430.949219 Penalty: 1805.273804
	Iteration 5Q: 3 clusters Score -38430.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -38439.089844 Penalty: 1805.273804
	Iteration 6Q: 3 clusters Score -38439.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -38459.292969 Penalty: 1805.273804
	Iteration 7Q: 3 clusters Score -38459.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -38519.875000 Penalty: 1805.273804
	Iteration 8Q: 3 clusters Score -38519.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -38586.242188 Penalty: 1805.273804
	Iteration 9Q: 3 clusters Score -38586.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -38631.406250 Penalty: 1805.273804
	Iteration 10Q: 3 clusters Score -38631.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -38678.714844 Penalty: 1805.273804
	Iteration 11Q: 3 clusters Score -38678.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -38693.148438 Penalty: 1805.273804
	Iteration 12Q: 3 clusters Score -38693.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -38735.605469 Penalty: 1805.273804
	Iteration 13Q: 3 clusters Score -38735.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -38843.132812 Penalty: 1805.273804
	Iteration 14Q: 3 clusters Score -38843.13 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -39090.070312 Penalty: 1805.273804
	Iteration 15Q: 3 clusters Score -39090.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -39191.468750 Penalty: 1805.273804
	Iteration 16Q: 3 clusters Score -39191.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -39264.601562 Penalty: 1805.273804
	Iteration 17Q: 3 clusters Score -39264.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -39281.726562 Penalty: 1805.273804
	Iteration 18Q: 3 clusters Score -39281.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -39288.640625 Penalty: 1805.273804
	Iteration 19Q: 3 clusters Score -39288.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -39288.640625 Penalty: 1805.273804
	Iteration 20F: 3 clusters Score -39288.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73387 members 
Mstep: Class 2 contains 41258 members 
Mstep: Class 3 contains 8908 members 
Mstep: Class 4 contains 2606 members 
Mstep: Class 5 contains 67673 members 
Mstep: Class 6 contains 44028 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 5544 members 
Mstep: Class 9 contains 8359 members 
Mstep: Class 10 contains 9849 members 
Mstep: Class 11 contains 9287 members 
Mstep: Class 12 contains 2858 members 
Mstep: Class 13 contains 10865 members 
Mstep: Class 14 contains 1651 members 
Mstep: Class 15 contains 11830 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24872 members 
Mstep: Class 18 contains 24249 members 
Mstep: Class 19 contains 6353 members 
Mstep: Class 20 contains 35628 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 6006 members 
Mstep: Class 23 contains 22166 members 
Mstep: Class 24 contains 5950 members 
Mstep: Class 25 contains 16293 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 59297 members 
Mstep: Class 28 contains 4779 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35038 members 
Mstep: Class 31 contains 21745 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 83269 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 246 members 
Mstep: Class 38 contains 171 members 
Mstep: Class 39 contains 4068 members 
Mstep: Class 40 contains 185 members 
Entering Unmasked Estep 
Score: -80993552.000000 Penalty: 79818.773438
Splitting cluster 37 changes total score from -80994272.000000 to -80993552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Entering Unmasked Estep 
Score: -15399.437500 Penalty: 765.079529
	Iteration 0F: 2 clusters Score -15399.44 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 84 members 
Entering Unmasked Estep 
Score: -14872.058594 Penalty: 1530.159058
	Iteration 0F: 3 clusters Score -14872.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -14938.356445 Penalty: 1530.159058
	Iteration 1F: 3 clusters Score -14938.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -14962.553711 Penalty: 1530.159058
	Iteration 2Q: 3 clusters Score -14962.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -14965.160156 Penalty: 1530.159058
	Iteration 3Q: 3 clusters Score -14965.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -14965.160156 Penalty: 1530.159058
	Iteration 4F: 3 clusters Score -14965.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (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: -544375.187500 Penalty: 1236.662842
	Iteration 0F: 2 clusters Score -544375.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -541251.500000 Penalty: 2473.325684
	Iteration 0F: 3 clusters Score -541251.5 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -542115.500000 Penalty: 2473.325684
	Iteration 1F: 3 clusters Score -542115.5 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -542270.187500 Penalty: 2473.325684
	Iteration 2F: 3 clusters Score -542270.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -542356.000000 Penalty: 2473.325684
	Iteration 3Q: 3 clusters Score -542356 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -542407.750000 Penalty: 2473.325684
	Iteration 4Q: 3 clusters Score -542407.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -542447.125000 Penalty: 2473.325684
	Iteration 5Q: 3 clusters Score -542447.1 nChanged 62
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: -542468.562500 Penalty: 2473.325684
	Iteration 6Q: 3 clusters Score -542468.6 nChanged 46
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: -542487.937500 Penalty: 2473.325684
	Iteration 7Q: 3 clusters Score -542487.9 nChanged 43
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: -542503.937500 Penalty: 2473.325684
	Iteration 8Q: 3 clusters Score -542503.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -542515.187500 Penalty: 2473.325684
	Iteration 9Q: 3 clusters Score -542515.2 nChanged 21
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: -542522.250000 Penalty: 2473.325684
	Iteration 10Q: 3 clusters Score -542522.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -542527.875000 Penalty: 2473.325684
	Iteration 11Q: 3 clusters Score -542527.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -542536.062500 Penalty: 2473.325684
	Iteration 12Q: 3 clusters Score -542536.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -542541.875000 Penalty: 2473.325684
	Iteration 13Q: 3 clusters Score -542541.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -542546.625000 Penalty: 2473.325684
	Iteration 14Q: 3 clusters Score -542546.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -542548.750000 Penalty: 2473.325684
	Iteration 15Q: 3 clusters Score -542548.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -542550.625000 Penalty: 2473.325684
	Iteration 16Q: 3 clusters Score -542550.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -542553.687500 Penalty: 2473.325684
	Iteration 17Q: 3 clusters Score -542553.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -542556.562500 Penalty: 2473.325684
	Iteration 18Q: 3 clusters Score -542556.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -542560.750000 Penalty: 2473.325684
	Iteration 19Q: 3 clusters Score -542560.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -542563.375000 Penalty: 2473.325684
	Iteration 20F: 3 clusters Score -542563.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -542568.375000 Penalty: 2473.325684
	Iteration 21Q: 3 clusters Score -542568.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -542571.687500 Penalty: 2473.325684
	Iteration 22Q: 3 clusters Score -542571.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -542573.000000 Penalty: 2473.325684
	Iteration 23Q: 3 clusters Score -542573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -542574.500000 Penalty: 2473.325684
	Iteration 24Q: 3 clusters Score -542574.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -542575.875000 Penalty: 2473.325684
	Iteration 25Q: 3 clusters Score -542575.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -542577.000000 Penalty: 2473.325684
	Iteration 26Q: 3 clusters Score -542577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -542576.125000 Penalty: 2473.325684
	Iteration 27Q: 3 clusters Score -542576.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -542577.625000 Penalty: 2473.325684
	Iteration 28Q: 3 clusters Score -542577.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -542576.875000 Penalty: 2473.325684
	Iteration 29Q: 3 clusters Score -542576.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -542577.250000 Penalty: 2473.325684
	Iteration 30Q: 3 clusters Score -542577.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -542579.312500 Penalty: 2473.325684
	Iteration 31Q: 3 clusters Score -542579.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -542579.312500 Penalty: 2473.325684
	Iteration 32Q: 3 clusters Score -542579.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -542579.500000 Penalty: 2473.325684
	Iteration 33Q: 3 clusters Score -542579.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -542580.125000 Penalty: 2473.325684
	Iteration 34Q: 3 clusters Score -542580.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -542579.687500 Penalty: 2473.325684
	Iteration 35Q: 3 clusters Score -542579.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -542579.687500 Penalty: 2473.325684
	Iteration 36Q: 3 clusters Score -542579.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -542580.312500 Penalty: 2473.325684
	Iteration 37Q: 3 clusters Score -542580.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -542581.500000 Penalty: 2473.325684
	Iteration 38Q: 3 clusters Score -542581.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -542583.500000 Penalty: 2473.325684
	Iteration 39Q: 3 clusters Score -542583.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -542586.937500 Penalty: 2473.325684
	Iteration 40F: 3 clusters Score -542586.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -542588.312500 Penalty: 2473.325684
	Iteration 41Q: 3 clusters Score -542588.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -542588.625000 Penalty: 2473.325684
	Iteration 42Q: 3 clusters Score -542588.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -542589.250000 Penalty: 2473.325684
	Iteration 43Q: 3 clusters Score -542589.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -542589.250000 Penalty: 2473.325684
	Iteration 44F: 3 clusters Score -542589.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73387 members 
Mstep: Class 2 contains 41258 members 
Mstep: Class 3 contains 8908 members 
Mstep: Class 4 contains 2606 members 
Mstep: Class 5 contains 67673 members 
Mstep: Class 6 contains 44028 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 5544 members 
Mstep: Class 9 contains 8359 members 
Mstep: Class 10 contains 9849 members 
Mstep: Class 11 contains 9287 members 
Mstep: Class 12 contains 2858 members 
Mstep: Class 13 contains 10865 members 
Mstep: Class 14 contains 1651 members 
Mstep: Class 15 contains 11830 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24872 members 
Mstep: Class 18 contains 24249 members 
Mstep: Class 19 contains 6353 members 
Mstep: Class 20 contains 35628 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 6006 members 
Mstep: Class 23 contains 22166 members 
Mstep: Class 24 contains 5950 members 
Mstep: Class 25 contains 16293 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 59297 members 
Mstep: Class 28 contains 4779 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35038 members 
Mstep: Class 31 contains 21745 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 83269 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Mstep: Class 39 contains 4068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994344.000000 Penalty: 77823.304688
Iteration 239Q: 40 clusters Score -8.099434e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73366 members 
Mstep: Class 2 contains 41252 members 
Mstep: Class 3 contains 8905 members 
Mstep: Class 4 contains 2606 members 
Mstep: Class 5 contains 67674 members 
Mstep: Class 6 contains 44016 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 5547 members 
Mstep: Class 9 contains 8359 members 
Mstep: Class 10 contains 9851 members 
Mstep: Class 11 contains 9287 members 
Mstep: Class 12 contains 2858 members 
Mstep: Class 13 contains 10864 members 
Mstep: Class 14 contains 1651 members 
Mstep: Class 15 contains 11831 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24872 members 
Mstep: Class 18 contains 24249 members 
Mstep: Class 19 contains 6348 members 
Mstep: Class 20 contains 35628 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 6004 members 
Mstep: Class 23 contains 22166 members 
Mstep: Class 24 contains 5949 members 
Mstep: Class 25 contains 16293 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 59314 members 
Mstep: Class 28 contains 4779 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35038 members 
Mstep: Class 31 contains 21745 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 83288 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Mstep: Class 39 contains 4076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994360.000000 Penalty: 77823.304688
Iteration 240F: 40 clusters Score -8.099436e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73348 members 
Mstep: Class 2 contains 41248 members 
Mstep: Class 3 contains 8905 members 
Mstep: Class 4 contains 2606 members 
Mstep: Class 5 contains 67673 members 
Mstep: Class 6 contains 44002 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 5549 members 
Mstep: Class 9 contains 8359 members 
Mstep: Class 10 contains 9856 members 
Mstep: Class 11 contains 9287 members 
Mstep: Class 12 contains 2858 members 
Mstep: Class 13 contains 10864 members 
Mstep: Class 14 contains 1651 members 
Mstep: Class 15 contains 11832 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24873 members 
Mstep: Class 18 contains 24249 members 
Mstep: Class 19 contains 6344 members 
Mstep: Class 20 contains 35628 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 5998 members 
Mstep: Class 23 contains 22166 members 
Mstep: Class 24 contains 5949 members 
Mstep: Class 25 contains 16293 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 59324 members 
Mstep: Class 28 contains 4779 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35037 members 
Mstep: Class 31 contains 21745 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 83300 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Mstep: Class 39 contains 4093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994304.000000 Penalty: 77823.304688
Iteration 241Q: 40 clusters Score -8.09943e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73321 members 
Mstep: Class 2 contains 41243 members 
Mstep: Class 3 contains 8904 members 
Mstep: Class 4 contains 2606 members 
Mstep: Class 5 contains 67673 members 
Mstep: Class 6 contains 43990 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 5550 members 
Mstep: Class 9 contains 8359 members 
Mstep: Class 10 contains 9863 members 
Mstep: Class 11 contains 9287 members 
Mstep: Class 12 contains 2858 members 
Mstep: Class 13 contains 10864 members 
Mstep: Class 14 contains 1651 members 
Mstep: Class 15 contains 11832 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24873 members 
Mstep: Class 18 contains 24250 members 
Mstep: Class 19 contains 6340 members 
Mstep: Class 20 contains 35628 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 5991 members 
Mstep: Class 23 contains 22166 members 
Mstep: Class 24 contains 5949 members 
Mstep: Class 25 contains 16294 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 59342 members 
Mstep: Class 28 contains 4779 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35034 members 
Mstep: Class 31 contains 21745 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 83318 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Mstep: Class 39 contains 4106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994304.000000 Penalty: 77823.304688
Iteration 242Q: 40 clusters Score -8.09943e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73306 members 
Mstep: Class 2 contains 41240 members 
Mstep: Class 3 contains 8902 members 
Mstep: Class 4 contains 2606 members 
Mstep: Class 5 contains 67673 members 
Mstep: Class 6 contains 43973 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 5551 members 
Mstep: Class 9 contains 8359 members 
Mstep: Class 10 contains 9866 members 
Mstep: Class 11 contains 9287 members 
Mstep: Class 12 contains 2858 members 
Mstep: Class 13 contains 10863 members 
Mstep: Class 14 contains 1651 members 
Mstep: Class 15 contains 11833 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24875 members 
Mstep: Class 18 contains 24250 members 
Mstep: Class 19 contains 6335 members 
Mstep: Class 20 contains 35628 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 5988 members 
Mstep: Class 23 contains 22166 members 
Mstep: Class 24 contains 5949 members 
Mstep: Class 25 contains 16295 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 59340 members 
Mstep: Class 28 contains 4779 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35034 members 
Mstep: Class 31 contains 21745 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 83342 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Mstep: Class 39 contains 4122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994328.000000 Penalty: 77823.304688
Iteration 243Q: 40 clusters Score -8.099433e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73288 members 
Mstep: Class 2 contains 41241 members 
Mstep: Class 3 contains 8901 members 
Mstep: Class 4 contains 2606 members 
Mstep: Class 5 contains 67672 members 
Mstep: Class 6 contains 43967 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 5553 members 
Mstep: Class 9 contains 8359 members 
Mstep: Class 10 contains 9868 members 
Mstep: Class 11 contains 9287 members 
Mstep: Class 12 contains 2858 members 
Mstep: Class 13 contains 10863 members 
Mstep: Class 14 contains 1651 members 
Mstep: Class 15 contains 11835 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24876 members 
Mstep: Class 18 contains 24250 members 
Mstep: Class 19 contains 6331 members 
Mstep: Class 20 contains 35628 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 5982 members 
Mstep: Class 23 contains 22166 members 
Mstep: Class 24 contains 5947 members 
Mstep: Class 25 contains 16296 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 59342 members 
Mstep: Class 28 contains 4780 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35035 members 
Mstep: Class 31 contains 21745 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 83361 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Mstep: Class 39 contains 4128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994192.000000 Penalty: 77823.304688
Iteration 244Q: 40 clusters Score -8.099419e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73281 members 
Mstep: Class 2 contains 41235 members 
Mstep: Class 3 contains 8904 members 
Mstep: Class 4 contains 2606 members 
Mstep: Class 5 contains 67672 members 
Mstep: Class 6 contains 43960 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 5554 members 
Mstep: Class 9 contains 8359 members 
Mstep: Class 10 contains 9869 members 
Mstep: Class 11 contains 9287 members 
Mstep: Class 12 contains 2858 members 
Mstep: Class 13 contains 10863 members 
Mstep: Class 14 contains 1651 members 
Mstep: Class 15 contains 11838 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24877 members 
Mstep: Class 18 contains 24250 members 
Mstep: Class 19 contains 6328 members 
Mstep: Class 20 contains 35628 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 5977 members 
Mstep: Class 23 contains 22166 members 
Mstep: Class 24 contains 5945 members 
Mstep: Class 25 contains 16296 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 59340 members 
Mstep: Class 28 contains 4780 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35036 members 
Mstep: Class 31 contains 21745 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 83377 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Mstep: Class 39 contains 4134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994312.000000 Penalty: 77823.304688
Iteration 245Q: 40 clusters Score -8.099431e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73267 members 
Mstep: Class 2 contains 41232 members 
Mstep: Class 3 contains 8908 members 
Mstep: Class 4 contains 2606 members 
Mstep: Class 5 contains 67672 members 
Mstep: Class 6 contains 43956 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 5555 members 
Mstep: Class 9 contains 8360 members 
Mstep: Class 10 contains 9867 members 
Mstep: Class 11 contains 9287 members 
Mstep: Class 12 contains 2858 members 
Mstep: Class 13 contains 10863 members 
Mstep: Class 14 contains 1651 members 
Mstep: Class 15 contains 11839 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24877 members 
Mstep: Class 18 contains 24251 members 
Mstep: Class 19 contains 6324 members 
Mstep: Class 20 contains 35627 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 5977 members 
Mstep: Class 23 contains 22166 members 
Mstep: Class 24 contains 5941 members 
Mstep: Class 25 contains 16297 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 59343 members 
Mstep: Class 28 contains 4780 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35037 members 
Mstep: Class 31 contains 21745 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 83391 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Mstep: Class 39 contains 4139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994304.000000 Penalty: 77823.304688
Iteration 246Q: 40 clusters Score -8.09943e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73257 members 
Mstep: Class 2 contains 41229 members 
Mstep: Class 3 contains 8911 members 
Mstep: Class 4 contains 2606 members 
Mstep: Class 5 contains 67672 members 
Mstep: Class 6 contains 43952 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 5555 members 
Mstep: Class 9 contains 8360 members 
Mstep: Class 10 contains 9864 members 
Mstep: Class 11 contains 9287 members 
Mstep: Class 12 contains 2859 members 
Mstep: Class 13 contains 10863 members 
Mstep: Class 14 contains 1651 members 
Mstep: Class 15 contains 11840 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24880 members 
Mstep: Class 18 contains 24251 members 
Mstep: Class 19 contains 6321 members 
Mstep: Class 20 contains 35627 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 5976 members 
Mstep: Class 23 contains 22166 members 
Mstep: Class 24 contains 5939 members 
Mstep: Class 25 contains 16296 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 59350 members 
Mstep: Class 28 contains 4779 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35037 members 
Mstep: Class 31 contains 21745 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 83397 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Mstep: Class 39 contains 4146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994312.000000 Penalty: 77823.304688
Iteration 247Q: 40 clusters Score -8.099431e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73251 members 
Mstep: Class 2 contains 41227 members 
Mstep: Class 3 contains 8912 members 
Mstep: Class 4 contains 2607 members 
Mstep: Class 5 contains 67672 members 
Mstep: Class 6 contains 43946 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 5556 members 
Mstep: Class 9 contains 8360 members 
Mstep: Class 10 contains 9863 members 
Mstep: Class 11 contains 9287 members 
Mstep: Class 12 contains 2859 members 
Mstep: Class 13 contains 10863 members 
Mstep: Class 14 contains 1651 members 
Mstep: Class 15 contains 11840 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24879 members 
Mstep: Class 18 contains 24251 members 
Mstep: Class 19 contains 6319 members 
Mstep: Class 20 contains 35628 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 5975 members 
Mstep: Class 23 contains 22166 members 
Mstep: Class 24 contains 5938 members 
Mstep: Class 25 contains 16296 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 59345 members 
Mstep: Class 28 contains 4779 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35038 members 
Mstep: Class 31 contains 21745 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 83402 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Mstep: Class 39 contains 4161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994280.000000 Penalty: 77823.304688
Iteration 248Q: 40 clusters Score -8.099428e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73250 members 
Mstep: Class 2 contains 41222 members 
Mstep: Class 3 contains 8912 members 
Mstep: Class 4 contains 2607 members 
Mstep: Class 5 contains 67672 members 
Mstep: Class 6 contains 43938 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 5557 members 
Mstep: Class 9 contains 8360 members 
Mstep: Class 10 contains 9862 members 
Mstep: Class 11 contains 9287 members 
Mstep: Class 12 contains 2858 members 
Mstep: Class 13 contains 10864 members 
Mstep: Class 14 contains 1652 members 
Mstep: Class 15 contains 11840 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24879 members 
Mstep: Class 18 contains 24251 members 
Mstep: Class 19 contains 6316 members 
Mstep: Class 20 contains 35628 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 5973 members 
Mstep: Class 23 contains 22166 members 
Mstep: Class 24 contains 5938 members 
Mstep: Class 25 contains 16297 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 59335 members 
Mstep: Class 28 contains 4779 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35040 members 
Mstep: Class 31 contains 21745 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 83417 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Mstep: Class 39 contains 4171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994312.000000 Penalty: 77823.304688
Iteration 249Q: 40 clusters Score -8.099431e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73244 members 
Mstep: Class 2 contains 41220 members 
Mstep: Class 3 contains 8919 members 
Mstep: Class 4 contains 2607 members 
Mstep: Class 5 contains 67672 members 
Mstep: Class 6 contains 43928 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 5557 members 
Mstep: Class 9 contains 8359 members 
Mstep: Class 10 contains 9863 members 
Mstep: Class 11 contains 9287 members 
Mstep: Class 12 contains 2858 members 
Mstep: Class 13 contains 10864 members 
Mstep: Class 14 contains 1653 members 
Mstep: Class 15 contains 11840 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24880 members 
Mstep: Class 18 contains 24251 members 
Mstep: Class 19 contains 6314 members 
Mstep: Class 20 contains 35628 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 5971 members 
Mstep: Class 23 contains 22165 members 
Mstep: Class 24 contains 5938 members 
Mstep: Class 25 contains 16296 members 
Mstep: Class 26 contains 725 members 
Mstep: Class 27 contains 59327 members 
Mstep: Class 28 contains 4780 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35040 members 
Mstep: Class 31 contains 21745 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 83433 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Mstep: Class 39 contains 4177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994312.000000 Penalty: 77823.304688
Iteration 250Q: 40 clusters Score -8.099431e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73232 members 
Mstep: Class 2 contains 41220 members 
Mstep: Class 3 contains 8930 members 
Mstep: Class 4 contains 2607 members 
Mstep: Class 5 contains 67671 members 
Mstep: Class 6 contains 43920 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 5558 members 
Mstep: Class 9 contains 8359 members 
Mstep: Class 10 contains 9863 members 
Mstep: Class 11 contains 9287 members 
Mstep: Class 12 contains 2858 members 
Mstep: Class 13 contains 10864 members 
Mstep: Class 14 contains 1653 members 
Mstep: Class 15 contains 11840 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24880 members 
Mstep: Class 18 contains 24251 members 
Mstep: Class 19 contains 6312 members 
Mstep: Class 20 contains 35627 members 
Mstep: Class 21 contains 8977 members 
Mstep: Class 22 contains 5970 members 
Mstep: Class 23 contains 22165 members 
Mstep: Class 24 contains 5938 members 
Mstep: Class 25 contains 16295 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 59329 members 
Mstep: Class 28 contains 4780 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35042 members 
Mstep: Class 31 contains 21745 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 83438 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 171 members 
Mstep: Class 39 contains 4182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994312.000000 Penalty: 77823.304688
Iteration 251Q: 40 clusters Score -8.099431e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73218 members 
Mstep: Class 2 contains 41216 members 
Mstep: Class 3 contains 8936 members 
Mstep: Class 4 contains 2607 members 
Mstep: Class 5 contains 67671 members 
Mstep: Class 6 contains 43906 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 5558 members 
Mstep: Class 9 contains 8359 members 
Mstep: Class 10 contains 9863 members 
Mstep: Class 11 contains 9287 members 
Mstep: Class 12 contains 2858 members 
Mstep: Class 13 contains 10864 members 
Mstep: Class 14 contains 1654 members 
Mstep: Class 15 contains 11840 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24880 members 
Mstep: Class 18 contains 24251 members 
Mstep: Class 19 contains 6311 members 
Mstep: Class 20 contains 35627 members 
Mstep: Class 21 contains 8977 members 
Mstep: Class 22 contains 5970 members 
Mstep: Class 23 contains 22165 members 
Mstep: Class 24 contains 5938 members 
Mstep: Class 25 contains 16296 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 59343 members 
Mstep: Class 28 contains 4780 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35042 members 
Mstep: Class 31 contains 21745 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 83447 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 4184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994272.000000 Penalty: 77823.304688
Iteration 252Q: 40 clusters Score -8.099427e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73202 members 
Mstep: Class 2 contains 41216 members 
Mstep: Class 3 contains 8947 members 
Mstep: Class 4 contains 2607 members 
Mstep: Class 5 contains 67671 members 
Mstep: Class 6 contains 43889 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 5559 members 
Mstep: Class 9 contains 8359 members 
Mstep: Class 10 contains 9863 members 
Mstep: Class 11 contains 9287 members 
Mstep: Class 12 contains 2858 members 
Mstep: Class 13 contains 10864 members 
Mstep: Class 14 contains 1653 members 
Mstep: Class 15 contains 11840 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24880 members 
Mstep: Class 18 contains 24251 members 
Mstep: Class 19 contains 6310 members 
Mstep: Class 20 contains 35627 members 
Mstep: Class 21 contains 8977 members 
Mstep: Class 22 contains 5970 members 
Mstep: Class 23 contains 22165 members 
Mstep: Class 24 contains 5938 members 
Mstep: Class 25 contains 16295 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 59351 members 
Mstep: Class 28 contains 4780 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35043 members 
Mstep: Class 31 contains 21745 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 83459 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 4187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994328.000000 Penalty: 77823.304688
Iteration 253Q: 40 clusters Score -8.099433e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73187 members 
Mstep: Class 2 contains 41211 members 
Mstep: Class 3 contains 8965 members 
Mstep: Class 4 contains 2607 members 
Mstep: Class 5 contains 67671 members 
Mstep: Class 6 contains 43868 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 5560 members 
Mstep: Class 9 contains 8359 members 
Mstep: Class 10 contains 9863 members 
Mstep: Class 11 contains 9287 members 
Mstep: Class 12 contains 2858 members 
Mstep: Class 13 contains 10864 members 
Mstep: Class 14 contains 1654 members 
Mstep: Class 15 contains 11842 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24879 members 
Mstep: Class 18 contains 24251 members 
Mstep: Class 19 contains 6308 members 
Mstep: Class 20 contains 35628 members 
Mstep: Class 21 contains 8977 members 
Mstep: Class 22 contains 5970 members 
Mstep: Class 23 contains 22165 members 
Mstep: Class 24 contains 5938 members 
Mstep: Class 25 contains 16294 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 59354 members 
Mstep: Class 28 contains 4780 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35043 members 
Mstep: Class 31 contains 21745 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 83475 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 4190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994360.000000 Penalty: 77823.304688
Iteration 254Q: 40 clusters Score -8.099436e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73178 members 
Mstep: Class 2 contains 41210 members 
Mstep: Class 3 contains 8973 members 
Mstep: Class 4 contains 2607 members 
Mstep: Class 5 contains 67670 members 
Mstep: Class 6 contains 43848 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 5562 members 
Mstep: Class 9 contains 8359 members 
Mstep: Class 10 contains 9864 members 
Mstep: Class 11 contains 9287 members 
Mstep: Class 12 contains 2858 members 
Mstep: Class 13 contains 10864 members 
Mstep: Class 14 contains 1655 members 
Mstep: Class 15 contains 11842 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24880 members 
Mstep: Class 18 contains 24251 members 
Mstep: Class 19 contains 6306 members 
Mstep: Class 20 contains 35627 members 
Mstep: Class 21 contains 8977 members 
Mstep: Class 22 contains 5970 members 
Mstep: Class 23 contains 22165 members 
Mstep: Class 24 contains 5938 members 
Mstep: Class 25 contains 16294 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 59358 members 
Mstep: Class 28 contains 4780 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35042 members 
Mstep: Class 31 contains 21745 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 83488 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 4195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994376.000000 Penalty: 77823.304688
Iteration 255Q: 40 clusters Score -8.099438e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73163 members 
Mstep: Class 2 contains 41212 members 
Mstep: Class 3 contains 8981 members 
Mstep: Class 4 contains 2606 members 
Mstep: Class 5 contains 67669 members 
Mstep: Class 6 contains 43833 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 5561 members 
Mstep: Class 9 contains 8359 members 
Mstep: Class 10 contains 9864 members 
Mstep: Class 11 contains 9287 members 
Mstep: Class 12 contains 2858 members 
Mstep: Class 13 contains 10864 members 
Mstep: Class 14 contains 1656 members 
Mstep: Class 15 contains 11844 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24879 members 
Mstep: Class 18 contains 24250 members 
Mstep: Class 19 contains 6306 members 
Mstep: Class 20 contains 35629 members 
Mstep: Class 21 contains 8977 members 
Mstep: Class 22 contains 5970 members 
Mstep: Class 23 contains 22165 members 
Mstep: Class 24 contains 5937 members 
Mstep: Class 25 contains 16295 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 59366 members 
Mstep: Class 28 contains 4780 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35043 members 
Mstep: Class 31 contains 21745 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 83498 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 4196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994360.000000 Penalty: 77823.304688
Iteration 256Q: 40 clusters Score -8.099436e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73147 members 
Mstep: Class 2 contains 41210 members 
Mstep: Class 3 contains 8989 members 
Mstep: Class 4 contains 2606 members 
Mstep: Class 5 contains 67669 members 
Mstep: Class 6 contains 43813 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 5561 members 
Mstep: Class 9 contains 8359 members 
Mstep: Class 10 contains 9863 members 
Mstep: Class 11 contains 9287 members 
Mstep: Class 12 contains 2858 members 
Mstep: Class 13 contains 10865 members 
Mstep: Class 14 contains 1656 members 
Mstep: Class 15 contains 11844 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24879 members 
Mstep: Class 18 contains 24250 members 
Mstep: Class 19 contains 6303 members 
Mstep: Class 20 contains 35628 members 
Mstep: Class 21 contains 8977 members 
Mstep: Class 22 contains 5970 members 
Mstep: Class 23 contains 22165 members 
Mstep: Class 24 contains 5938 members 
Mstep: Class 25 contains 16295 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 59373 members 
Mstep: Class 28 contains 4780 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35043 members 
Mstep: Class 31 contains 21745 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 83524 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 4196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994416.000000 Penalty: 77823.304688
Iteration 257Q: 40 clusters Score -8.099442e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73141 members 
Mstep: Class 2 contains 41209 members 
Mstep: Class 3 contains 9001 members 
Mstep: Class 4 contains 2606 members 
Mstep: Class 5 contains 67669 members 
Mstep: Class 6 contains 43786 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 5562 members 
Mstep: Class 9 contains 8359 members 
Mstep: Class 10 contains 9863 members 
Mstep: Class 11 contains 9287 members 
Mstep: Class 12 contains 2858 members 
Mstep: Class 13 contains 10865 members 
Mstep: Class 14 contains 1656 members 
Mstep: Class 15 contains 11844 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24879 members 
Mstep: Class 18 contains 24250 members 
Mstep: Class 19 contains 6300 members 
Mstep: Class 20 contains 35628 members 
Mstep: Class 21 contains 8977 members 
Mstep: Class 22 contains 5970 members 
Mstep: Class 23 contains 22165 members 
Mstep: Class 24 contains 5936 members 
Mstep: Class 25 contains 16294 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 59373 members 
Mstep: Class 28 contains 4780 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35044 members 
Mstep: Class 31 contains 21745 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 83549 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 4197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994328.000000 Penalty: 77823.304688
Iteration 258Q: 40 clusters Score -8.099433e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73129 members 
Mstep: Class 2 contains 41212 members 
Mstep: Class 3 contains 9012 members 
Mstep: Class 4 contains 2605 members 
Mstep: Class 5 contains 67669 members 
Mstep: Class 6 contains 43768 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 5564 members 
Mstep: Class 9 contains 8359 members 
Mstep: Class 10 contains 9862 members 
Mstep: Class 11 contains 9287 members 
Mstep: Class 12 contains 2858 members 
Mstep: Class 13 contains 10865 members 
Mstep: Class 14 contains 1656 members 
Mstep: Class 15 contains 11845 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24878 members 
Mstep: Class 18 contains 24250 members 
Mstep: Class 19 contains 6296 members 
Mstep: Class 20 contains 35628 members 
Mstep: Class 21 contains 8977 members 
Mstep: Class 22 contains 5969 members 
Mstep: Class 23 contains 22165 members 
Mstep: Class 24 contains 5936 members 
Mstep: Class 25 contains 16293 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 59378 members 
Mstep: Class 28 contains 4780 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35044 members 
Mstep: Class 31 contains 21745 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 83559 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 4204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994232.000000 Penalty: 77823.304688
Iteration 259Q: 40 clusters Score -8.099423e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73128 members 
Mstep: Class 2 contains 41210 members 
Mstep: Class 3 contains 9023 members 
Mstep: Class 4 contains 2604 members 
Mstep: Class 5 contains 67669 members 
Mstep: Class 6 contains 43756 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 5565 members 
Mstep: Class 9 contains 8359 members 
Mstep: Class 10 contains 9861 members 
Mstep: Class 11 contains 9287 members 
Mstep: Class 12 contains 2858 members 
Mstep: Class 13 contains 10864 members 
Mstep: Class 14 contains 1656 members 
Mstep: Class 15 contains 11848 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24878 members 
Mstep: Class 18 contains 24251 members 
Mstep: Class 19 contains 6292 members 
Mstep: Class 20 contains 35628 members 
Mstep: Class 21 contains 8977 members 
Mstep: Class 22 contains 5968 members 
Mstep: Class 23 contains 22165 members 
Mstep: Class 24 contains 5935 members 
Mstep: Class 25 contains 16293 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 59370 members 
Mstep: Class 28 contains 4780 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35042 members 
Mstep: Class 31 contains 21745 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 83573 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 4208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994176.000000 Penalty: 77823.304688
Iteration 260F: 40 clusters Score -8.099418e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73121 members 
Mstep: Class 2 contains 41216 members 
Mstep: Class 3 contains 9031 members 
Mstep: Class 4 contains 2604 members 
Mstep: Class 5 contains 67668 members 
Mstep: Class 6 contains 43741 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 5565 members 
Mstep: Class 9 contains 8359 members 
Mstep: Class 10 contains 9863 members 
Mstep: Class 11 contains 9287 members 
Mstep: Class 12 contains 2858 members 
Mstep: Class 13 contains 10864 members 
Mstep: Class 14 contains 1655 members 
Mstep: Class 15 contains 11850 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24879 members 
Mstep: Class 18 contains 24251 members 
Mstep: Class 19 contains 6285 members 
Mstep: Class 20 contains 35627 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 5967 members 
Mstep: Class 23 contains 22165 members 
Mstep: Class 24 contains 5932 members 
Mstep: Class 25 contains 16294 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 59360 members 
Mstep: Class 28 contains 4779 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35041 members 
Mstep: Class 31 contains 21745 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 83593 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 4215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994120.000000 Penalty: 77823.304688
Iteration 261Q: 40 clusters Score -8.099412e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73104 members 
Mstep: Class 2 contains 41217 members 
Mstep: Class 3 contains 9032 members 
Mstep: Class 4 contains 2604 members 
Mstep: Class 5 contains 67668 members 
Mstep: Class 6 contains 43733 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 5566 members 
Mstep: Class 9 contains 8360 members 
Mstep: Class 10 contains 9863 members 
Mstep: Class 11 contains 9287 members 
Mstep: Class 12 contains 2858 members 
Mstep: Class 13 contains 10864 members 
Mstep: Class 14 contains 1655 members 
Mstep: Class 15 contains 11853 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24879 members 
Mstep: Class 18 contains 24251 members 
Mstep: Class 19 contains 6284 members 
Mstep: Class 20 contains 35627 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 5966 members 
Mstep: Class 23 contains 22165 members 
Mstep: Class 24 contains 5930 members 
Mstep: Class 25 contains 16292 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 59359 members 
Mstep: Class 28 contains 4779 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35039 members 
Mstep: Class 31 contains 21745 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 83611 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 4224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994192.000000 Penalty: 77823.304688
Iteration 262Q: 40 clusters Score -8.099419e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73086 members 
Mstep: Class 2 contains 41216 members 
Mstep: Class 3 contains 9037 members 
Mstep: Class 4 contains 2604 members 
Mstep: Class 5 contains 67667 members 
Mstep: Class 6 contains 43733 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 5566 members 
Mstep: Class 9 contains 8360 members 
Mstep: Class 10 contains 9861 members 
Mstep: Class 11 contains 9287 members 
Mstep: Class 12 contains 2859 members 
Mstep: Class 13 contains 10864 members 
Mstep: Class 14 contains 1655 members 
Mstep: Class 15 contains 11855 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24880 members 
Mstep: Class 18 contains 24252 members 
Mstep: Class 19 contains 6280 members 
Mstep: Class 20 contains 35627 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 5965 members 
Mstep: Class 23 contains 22165 members 
Mstep: Class 24 contains 5929 members 
Mstep: Class 25 contains 16293 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 59355 members 
Mstep: Class 28 contains 4779 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35038 members 
Mstep: Class 31 contains 21745 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 83630 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 4227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994216.000000 Penalty: 77823.304688
Iteration 263Q: 40 clusters Score -8.099422e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73071 members 
Mstep: Class 2 contains 41212 members 
Mstep: Class 3 contains 9045 members 
Mstep: Class 4 contains 2604 members 
Mstep: Class 5 contains 67667 members 
Mstep: Class 6 contains 43725 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 5568 members 
Mstep: Class 9 contains 8360 members 
Mstep: Class 10 contains 9860 members 
Mstep: Class 11 contains 9287 members 
Mstep: Class 12 contains 2859 members 
Mstep: Class 13 contains 10864 members 
Mstep: Class 14 contains 1655 members 
Mstep: Class 15 contains 11857 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24880 members 
Mstep: Class 18 contains 24252 members 
Mstep: Class 19 contains 6277 members 
Mstep: Class 20 contains 35627 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 5963 members 
Mstep: Class 23 contains 22165 members 
Mstep: Class 24 contains 5928 members 
Mstep: Class 25 contains 16292 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 59353 members 
Mstep: Class 28 contains 4779 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35038 members 
Mstep: Class 31 contains 21745 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 83651 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 4231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994224.000000 Penalty: 77823.304688
Iteration 264Q: 40 clusters Score -8.099422e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73050 members 
Mstep: Class 2 contains 41210 members 
Mstep: Class 3 contains 9048 members 
Mstep: Class 4 contains 2604 members 
Mstep: Class 5 contains 67667 members 
Mstep: Class 6 contains 43717 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 5569 members 
Mstep: Class 9 contains 8360 members 
Mstep: Class 10 contains 9859 members 
Mstep: Class 11 contains 9287 members 
Mstep: Class 12 contains 2859 members 
Mstep: Class 13 contains 10864 members 
Mstep: Class 14 contains 1655 members 
Mstep: Class 15 contains 11858 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24880 members 
Mstep: Class 18 contains 24252 members 
Mstep: Class 19 contains 6275 members 
Mstep: Class 20 contains 35627 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 5962 members 
Mstep: Class 23 contains 22165 members 
Mstep: Class 24 contains 5928 members 
Mstep: Class 25 contains 16291 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 59356 members 
Mstep: Class 28 contains 4779 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35037 members 
Mstep: Class 31 contains 21745 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 83672 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 4239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994192.000000 Penalty: 77823.304688
Iteration 265Q: 40 clusters Score -8.099419e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73030 members 
Mstep: Class 2 contains 41210 members 
Mstep: Class 3 contains 9050 members 
Mstep: Class 4 contains 2603 members 
Mstep: Class 5 contains 67668 members 
Mstep: Class 6 contains 43710 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 5569 members 
Mstep: Class 9 contains 8360 members 
Mstep: Class 10 contains 9858 members 
Mstep: Class 11 contains 9287 members 
Mstep: Class 12 contains 2859 members 
Mstep: Class 13 contains 10864 members 
Mstep: Class 14 contains 1655 members 
Mstep: Class 15 contains 11860 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24881 members 
Mstep: Class 18 contains 24252 members 
Mstep: Class 19 contains 6274 members 
Mstep: Class 20 contains 35627 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 5960 members 
Mstep: Class 23 contains 22165 members 
Mstep: Class 24 contains 5928 members 
Mstep: Class 25 contains 16288 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 59359 members 
Mstep: Class 28 contains 4779 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35034 members 
Mstep: Class 31 contains 21745 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 83695 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 4245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994192.000000 Penalty: 77823.304688
Iteration 266Q: 40 clusters Score -8.099419e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 73005 members 
Mstep: Class 2 contains 41207 members 
Mstep: Class 3 contains 9056 members 
Mstep: Class 4 contains 2603 members 
Mstep: Class 5 contains 67668 members 
Mstep: Class 6 contains 43698 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 5569 members 
Mstep: Class 9 contains 8361 members 
Mstep: Class 10 contains 9859 members 
Mstep: Class 11 contains 9287 members 
Mstep: Class 12 contains 2859 members 
Mstep: Class 13 contains 10864 members 
Mstep: Class 14 contains 1654 members 
Mstep: Class 15 contains 11861 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24881 members 
Mstep: Class 18 contains 24252 members 
Mstep: Class 19 contains 6269 members 
Mstep: Class 20 contains 35627 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 5959 members 
Mstep: Class 23 contains 22165 members 
Mstep: Class 24 contains 5929 members 
Mstep: Class 25 contains 16287 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 59373 members 
Mstep: Class 28 contains 4779 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35031 members 
Mstep: Class 31 contains 21745 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 83717 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 4250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994032.000000 Penalty: 77823.304688
Iteration 267Q: 40 clusters Score -8.099403e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 72966 members 
Mstep: Class 2 contains 41206 members 
Mstep: Class 3 contains 9060 members 
Mstep: Class 4 contains 2603 members 
Mstep: Class 5 contains 67668 members 
Mstep: Class 6 contains 43695 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 5569 members 
Mstep: Class 9 contains 8361 members 
Mstep: Class 10 contains 9857 members 
Mstep: Class 11 contains 9287 members 
Mstep: Class 12 contains 2859 members 
Mstep: Class 13 contains 10864 members 
Mstep: Class 14 contains 1654 members 
Mstep: Class 15 contains 11861 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24882 members 
Mstep: Class 18 contains 24252 members 
Mstep: Class 19 contains 6261 members 
Mstep: Class 20 contains 35627 members 
Mstep: Class 21 contains 8979 members 
Mstep: Class 22 contains 5960 members 
Mstep: Class 23 contains 22165 members 
Mstep: Class 24 contains 5929 members 
Mstep: Class 25 contains 16283 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 59408 members 
Mstep: Class 28 contains 4779 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35030 members 
Mstep: Class 31 contains 21745 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 83727 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 4256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994096.000000 Penalty: 77823.304688
Iteration 268Q: 40 clusters Score -8.09941e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 72934 members 
Mstep: Class 2 contains 41203 members 
Mstep: Class 3 contains 9061 members 
Mstep: Class 4 contains 2603 members 
Mstep: Class 5 contains 67668 members 
Mstep: Class 6 contains 43686 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 5571 members 
Mstep: Class 9 contains 8361 members 
Mstep: Class 10 contains 9857 members 
Mstep: Class 11 contains 9287 members 
Mstep: Class 12 contains 2859 members 
Mstep: Class 13 contains 10863 members 
Mstep: Class 14 contains 1654 members 
Mstep: Class 15 contains 11862 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24881 members 
Mstep: Class 18 contains 24252 members 
Mstep: Class 19 contains 6262 members 
Mstep: Class 20 contains 35628 members 
Mstep: Class 21 contains 8979 members 
Mstep: Class 22 contains 5960 members 
Mstep: Class 23 contains 22165 members 
Mstep: Class 24 contains 5928 members 
Mstep: Class 25 contains 16282 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 59429 members 
Mstep: Class 28 contains 4779 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35024 members 
Mstep: Class 31 contains 21745 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 83746 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 4264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994032.000000 Penalty: 77823.304688
Iteration 269Q: 40 clusters Score -8.099403e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 72905 members 
Mstep: Class 2 contains 41199 members 
Mstep: Class 3 contains 9068 members 
Mstep: Class 4 contains 2603 members 
Mstep: Class 5 contains 67669 members 
Mstep: Class 6 contains 43675 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 5572 members 
Mstep: Class 9 contains 8361 members 
Mstep: Class 10 contains 9857 members 
Mstep: Class 11 contains 9287 members 
Mstep: Class 12 contains 2859 members 
Mstep: Class 13 contains 10862 members 
Mstep: Class 14 contains 1654 members 
Mstep: Class 15 contains 11864 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24880 members 
Mstep: Class 18 contains 24252 members 
Mstep: Class 19 contains 6259 members 
Mstep: Class 20 contains 35628 members 
Mstep: Class 21 contains 8979 members 
Mstep: Class 22 contains 5960 members 
Mstep: Class 23 contains 22165 members 
Mstep: Class 24 contains 5929 members 
Mstep: Class 25 contains 16281 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 59438 members 
Mstep: Class 28 contains 4779 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35024 members 
Mstep: Class 31 contains 21745 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 83771 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 4268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993960.000000 Penalty: 77823.304688
Iteration 270Q: 40 clusters Score -8.099396e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 72867 members 
Mstep: Class 2 contains 41194 members 
Mstep: Class 3 contains 9072 members 
Mstep: Class 4 contains 2603 members 
Mstep: Class 5 contains 67669 members 
Mstep: Class 6 contains 43675 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 5572 members 
Mstep: Class 9 contains 8361 members 
Mstep: Class 10 contains 9857 members 
Mstep: Class 11 contains 9287 members 
Mstep: Class 12 contains 2859 members 
Mstep: Class 13 contains 10862 members 
Mstep: Class 14 contains 1654 members 
Mstep: Class 15 contains 11862 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24880 members 
Mstep: Class 18 contains 24254 members 
Mstep: Class 19 contains 6253 members 
Mstep: Class 20 contains 35627 members 
Mstep: Class 21 contains 8979 members 
Mstep: Class 22 contains 5960 members 
Mstep: Class 23 contains 22165 members 
Mstep: Class 24 contains 5928 members 
Mstep: Class 25 contains 16277 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 59458 members 
Mstep: Class 28 contains 4779 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35025 members 
Mstep: Class 31 contains 21745 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 83793 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 4276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994064.000000 Penalty: 77823.304688
Iteration 271Q: 40 clusters Score -8.099406e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 72827 members 
Mstep: Class 2 contains 41197 members 
Mstep: Class 3 contains 9075 members 
Mstep: Class 4 contains 2603 members 
Mstep: Class 5 contains 67669 members 
Mstep: Class 6 contains 43666 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 5572 members 
Mstep: Class 9 contains 8362 members 
Mstep: Class 10 contains 9857 members 
Mstep: Class 11 contains 9287 members 
Mstep: Class 12 contains 2859 members 
Mstep: Class 13 contains 10861 members 
Mstep: Class 14 contains 1654 members 
Mstep: Class 15 contains 11861 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24881 members 
Mstep: Class 18 contains 24255 members 
Mstep: Class 19 contains 6253 members 
Mstep: Class 20 contains 35627 members 
Mstep: Class 21 contains 8980 members 
Mstep: Class 22 contains 5960 members 
Mstep: Class 23 contains 22165 members 
Mstep: Class 24 contains 5927 members 
Mstep: Class 25 contains 16275 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 59483 members 
Mstep: Class 28 contains 4779 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35020 members 
Mstep: Class 31 contains 21745 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 83810 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 4283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994080.000000 Penalty: 77823.304688
Iteration 272Q: 40 clusters Score -8.099408e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 72778 members 
Mstep: Class 2 contains 41202 members 
Mstep: Class 3 contains 9077 members 
Mstep: Class 4 contains 2603 members 
Mstep: Class 5 contains 67671 members 
Mstep: Class 6 contains 43664 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 5572 members 
Mstep: Class 9 contains 8365 members 
Mstep: Class 10 contains 9857 members 
Mstep: Class 11 contains 9287 members 
Mstep: Class 12 contains 2859 members 
Mstep: Class 13 contains 10858 members 
Mstep: Class 14 contains 1654 members 
Mstep: Class 15 contains 11861 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24883 members 
Mstep: Class 18 contains 24256 members 
Mstep: Class 19 contains 6251 members 
Mstep: Class 20 contains 35627 members 
Mstep: Class 21 contains 8981 members 
Mstep: Class 22 contains 5960 members 
Mstep: Class 23 contains 22165 members 
Mstep: Class 24 contains 5926 members 
Mstep: Class 25 contains 16276 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 59508 members 
Mstep: Class 28 contains 4779 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35018 members 
Mstep: Class 31 contains 21745 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 83823 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 4287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994096.000000 Penalty: 77823.304688
Iteration 273Q: 40 clusters Score -8.09941e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 72728 members 
Mstep: Class 2 contains 41198 members 
Mstep: Class 3 contains 9083 members 
Mstep: Class 4 contains 2603 members 
Mstep: Class 5 contains 67673 members 
Mstep: Class 6 contains 43660 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 5571 members 
Mstep: Class 9 contains 8367 members 
Mstep: Class 10 contains 9856 members 
Mstep: Class 11 contains 9287 members 
Mstep: Class 12 contains 2859 members 
Mstep: Class 13 contains 10859 members 
Mstep: Class 14 contains 1654 members 
Mstep: Class 15 contains 11861 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24883 members 
Mstep: Class 18 contains 24254 members 
Mstep: Class 19 contains 6248 members 
Mstep: Class 20 contains 35627 members 
Mstep: Class 21 contains 8980 members 
Mstep: Class 22 contains 5960 members 
Mstep: Class 23 contains 22165 members 
Mstep: Class 24 contains 5922 members 
Mstep: Class 25 contains 16276 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 59547 members 
Mstep: Class 28 contains 4779 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35018 members 
Mstep: Class 31 contains 21745 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 83839 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 4291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994008.000000 Penalty: 77823.304688
Iteration 274Q: 40 clusters Score -8.099401e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 72679 members 
Mstep: Class 2 contains 41196 members 
Mstep: Class 3 contains 9090 members 
Mstep: Class 4 contains 2603 members 
Mstep: Class 5 contains 67672 members 
Mstep: Class 6 contains 43649 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 5571 members 
Mstep: Class 9 contains 8367 members 
Mstep: Class 10 contains 9855 members 
Mstep: Class 11 contains 9287 members 
Mstep: Class 12 contains 2860 members 
Mstep: Class 13 contains 10860 members 
Mstep: Class 14 contains 1654 members 
Mstep: Class 15 contains 11862 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24884 members 
Mstep: Class 18 contains 24254 members 
Mstep: Class 19 contains 6237 members 
Mstep: Class 20 contains 35627 members 
Mstep: Class 21 contains 8981 members 
Mstep: Class 22 contains 5959 members 
Mstep: Class 23 contains 22165 members 
Mstep: Class 24 contains 5922 members 
Mstep: Class 25 contains 16278 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 59574 members 
Mstep: Class 28 contains 4779 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35019 members 
Mstep: Class 31 contains 21745 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 83862 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 4302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994064.000000 Penalty: 77823.304688
Iteration 275Q: 40 clusters Score -8.099406e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 72650 members 
Mstep: Class 2 contains 41193 members 
Mstep: Class 3 contains 9092 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 67671 members 
Mstep: Class 6 contains 43637 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 5572 members 
Mstep: Class 9 contains 8368 members 
Mstep: Class 10 contains 9855 members 
Mstep: Class 11 contains 9287 members 
Mstep: Class 12 contains 2862 members 
Mstep: Class 13 contains 10859 members 
Mstep: Class 14 contains 1654 members 
Mstep: Class 15 contains 11861 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24883 members 
Mstep: Class 18 contains 24254 members 
Mstep: Class 19 contains 6232 members 
Mstep: Class 20 contains 35627 members 
Mstep: Class 21 contains 8981 members 
Mstep: Class 22 contains 5958 members 
Mstep: Class 23 contains 22165 members 
Mstep: Class 24 contains 5920 members 
Mstep: Class 25 contains 16276 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 59579 members 
Mstep: Class 28 contains 4779 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35019 members 
Mstep: Class 31 contains 21745 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 83897 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 4315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993960.000000 Penalty: 77823.304688
Iteration 276Q: 40 clusters Score -8.099396e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 72624 members 
Mstep: Class 2 contains 41191 members 
Mstep: Class 3 contains 9092 members 
Mstep: Class 4 contains 2602 members 
Mstep: Class 5 contains 67672 members 
Mstep: Class 6 contains 43635 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 5575 members 
Mstep: Class 9 contains 8369 members 
Mstep: Class 10 contains 9855 members 
Mstep: Class 11 contains 9289 members 
Mstep: Class 12 contains 2863 members 
Mstep: Class 13 contains 10859 members 
Mstep: Class 14 contains 1654 members 
Mstep: Class 15 contains 11861 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24884 members 
Mstep: Class 18 contains 24254 members 
Mstep: Class 19 contains 6227 members 
Mstep: Class 20 contains 35627 members 
Mstep: Class 21 contains 8982 members 
Mstep: Class 22 contains 5955 members 
Mstep: Class 23 contains 22165 members 
Mstep: Class 24 contains 5917 members 
Mstep: Class 25 contains 16274 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 59570 members 
Mstep: Class 28 contains 4779 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35016 members 
Mstep: Class 31 contains 21745 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 83934 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 4323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993864.000000 Penalty: 77823.304688
Iteration 277Q: 40 clusters Score -8.099386e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 72596 members 
Mstep: Class 2 contains 41185 members 
Mstep: Class 3 contains 9094 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 67672 members 
Mstep: Class 6 contains 43634 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 5577 members 
Mstep: Class 9 contains 8370 members 
Mstep: Class 10 contains 9854 members 
Mstep: Class 11 contains 9289 members 
Mstep: Class 12 contains 2864 members 
Mstep: Class 13 contains 10858 members 
Mstep: Class 14 contains 1654 members 
Mstep: Class 15 contains 11860 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24884 members 
Mstep: Class 18 contains 24254 members 
Mstep: Class 19 contains 6220 members 
Mstep: Class 20 contains 35626 members 
Mstep: Class 21 contains 8982 members 
Mstep: Class 22 contains 5954 members 
Mstep: Class 23 contains 22165 members 
Mstep: Class 24 contains 5916 members 
Mstep: Class 25 contains 16274 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 59574 members 
Mstep: Class 28 contains 4779 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35015 members 
Mstep: Class 31 contains 21745 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 83966 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 4332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993816.000000 Penalty: 77823.304688
Iteration 278Q: 40 clusters Score -8.099382e+07 nChanged 155
Entering ConstructFrom: 
Score: -80993816.000000 Penalty: 77823.304688
Entering ConstructFrom: 
Trying to split cluster 1 (72566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72566 members 
Entering Unmasked Estep 
Score: -9239341.000000 Penalty: 1665.407104
	Iteration 0F: 2 clusters Score -9239341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36580 members 
Mstep: Class 2 contains 35986 members 
Entering Unmasked Estep 
Score: -9195475.000000 Penalty: 3330.814209
	Iteration 0F: 3 clusters Score -9195475 nChanged 34072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39166 members 
Mstep: Class 2 contains 33400 members 
Entering Unmasked Estep 
Score: -9214659.000000 Penalty: 3330.814209
	Iteration 1F: 3 clusters Score -9214659 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40801 members 
Mstep: Class 2 contains 31765 members 
Entering Unmasked Estep 
Score: -9215722.000000 Penalty: 3330.814209
	Iteration 2Q: 3 clusters Score -9215722 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43086 members 
Mstep: Class 2 contains 29480 members 
Entering Unmasked Estep 
Score: -9217056.000000 Penalty: 3330.814209
	Iteration 3Q: 3 clusters Score -9217056 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46186 members 
Mstep: Class 2 contains 26380 members 
Entering Unmasked Estep 
Score: -9218846.000000 Penalty: 3330.814209
	Iteration 4F: 3 clusters Score -9218846 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50012 members 
Mstep: Class 2 contains 22554 members 
Entering Unmasked Estep 
Score: -9221209.000000 Penalty: 3330.814209
	Iteration 5F: 3 clusters Score -9221209 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54430 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -9223981.000000 Penalty: 3330.814209
	Iteration 6F: 3 clusters Score -9223981 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59020 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -9227300.000000 Penalty: 3330.814209
	Iteration 7F: 3 clusters Score -9227300 nChanged 4347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63239 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -9230433.000000 Penalty: 3330.814209
	Iteration 8F: 3 clusters Score -9230433 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66538 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -9233126.000000 Penalty: 3330.814209
	Iteration 9Q: 3 clusters Score -9233126 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68902 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -9235220.000000 Penalty: 3330.814209
	Iteration 10Q: 3 clusters Score -9235220 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70409 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -9236528.000000 Penalty: 3330.814209
	Iteration 11Q: 3 clusters Score -9236528 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71211 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -9237095.000000 Penalty: 3330.814209
	Iteration 12Q: 3 clusters Score -9237095 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71625 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -9237397.000000 Penalty: 3330.814209
	Iteration 13Q: 3 clusters Score -9237397 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71830 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -9237614.000000 Penalty: 3330.814209
	Iteration 14Q: 3 clusters Score -9237614 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71936 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -9237726.000000 Penalty: 3330.814209
	Iteration 15Q: 3 clusters Score -9237726 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71999 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -9237794.000000 Penalty: 3330.814209
	Iteration 16Q: 3 clusters Score -9237794 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72049 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -9237844.000000 Penalty: 3330.814209
	Iteration 17Q: 3 clusters Score -9237844 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72079 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -9237889.000000 Penalty: 3330.814209
	Iteration 18Q: 3 clusters Score -9237889 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72098 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -9237934.000000 Penalty: 3330.814209
	Iteration 19Q: 3 clusters Score -9237934 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72111 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -9237960.000000 Penalty: 3330.814209
	Iteration 20F: 3 clusters Score -9237960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72119 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -9237964.000000 Penalty: 3330.814209
	Iteration 21Q: 3 clusters Score -9237964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72123 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -9237975.000000 Penalty: 3330.814209
	Iteration 22Q: 3 clusters Score -9237975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72125 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -9237976.000000 Penalty: 3330.814209
	Iteration 23Q: 3 clusters Score -9237976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72129 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -9237983.000000 Penalty: 3330.814209
	Iteration 24Q: 3 clusters Score -9237983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72132 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -9237990.000000 Penalty: 3330.814209
	Iteration 25Q: 3 clusters Score -9237990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72135 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -9237993.000000 Penalty: 3330.814209
	Iteration 26Q: 3 clusters Score -9237993 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72140 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -9238003.000000 Penalty: 3330.814209
	Iteration 27Q: 3 clusters Score -9238003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72146 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -9238007.000000 Penalty: 3330.814209
	Iteration 28Q: 3 clusters Score -9238007 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72150 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -9238020.000000 Penalty: 3330.814209
	Iteration 29Q: 3 clusters Score -9238020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72159 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -9238020.000000 Penalty: 3330.814209
	Iteration 30Q: 3 clusters Score -9238020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72162 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -9238023.000000 Penalty: 3330.814209
	Iteration 31Q: 3 clusters Score -9238023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72163 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -9238026.000000 Penalty: 3330.814209
	Iteration 32Q: 3 clusters Score -9238026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72164 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -9238019.000000 Penalty: 3330.814209
	Iteration 33Q: 3 clusters Score -9238019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72166 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -9238020.000000 Penalty: 3330.814209
	Iteration 34Q: 3 clusters Score -9238020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72166 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -9238020.000000 Penalty: 3330.814209
	Iteration 35F: 3 clusters Score -9238020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (41188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41188 members 
Entering Unmasked Estep 
Score: -5061968.500000 Penalty: 1581.134277
	Iteration 0F: 2 clusters Score -5061968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20668 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -5035359.500000 Penalty: 3162.268555
	Iteration 0F: 3 clusters Score -5035360 nChanged 18859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -5045708.500000 Penalty: 3162.268555
	Iteration 1F: 3 clusters Score -5045708 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -5046325.500000 Penalty: 3162.268555
	Iteration 2Q: 3 clusters Score -5046326 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
Score: -5047015.000000 Penalty: 3162.268555
	Iteration 3Q: 3 clusters Score -5047015 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20378 members 
Mstep: Class 2 contains 20810 members 
Entering Unmasked Estep 
Score: -5047790.000000 Penalty: 3162.268555
	Iteration 4Q: 3 clusters Score -5047790 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -5048702.000000 Penalty: 3162.268555
	Iteration 5Q: 3 clusters Score -5048702 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -5049850.500000 Penalty: 3162.268555
	Iteration 6F: 3 clusters Score -5049850 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -5051230.000000 Penalty: 3162.268555
	Iteration 7F: 3 clusters Score -5051230 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -5052773.000000 Penalty: 3162.268555
	Iteration 8F: 3 clusters Score -5052773 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
Score: -5054211.500000 Penalty: 3162.268555
	Iteration 9F: 3 clusters Score -5054212 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -5055207.000000 Penalty: 3162.268555
	Iteration 10Q: 3 clusters Score -5055207 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
Score: -5055813.000000 Penalty: 3162.268555
	Iteration 11Q: 3 clusters Score -5055813 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 22720 members 
Entering Unmasked Estep 
Score: -5056150.000000 Penalty: 3162.268555
	Iteration 12Q: 3 clusters Score -5056150 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 22999 members 
Entering Unmasked Estep 
Score: -5056377.000000 Penalty: 3162.268555
	Iteration 13Q: 3 clusters Score -5056377 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -5056505.000000 Penalty: 3162.268555
	Iteration 14Q: 3 clusters Score -5056505 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 23535 members 
Entering Unmasked Estep 
Score: -5056622.000000 Penalty: 3162.268555
	Iteration 15Q: 3 clusters Score -5056622 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 23800 members 
Entering Unmasked Estep 
Score: -5056702.500000 Penalty: 3162.268555
	Iteration 16Q: 3 clusters Score -5056702 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 24088 members 
Entering Unmasked Estep 
Score: -5056830.500000 Penalty: 3162.268555
	Iteration 17Q: 3 clusters Score -5056830 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 24375 members 
Entering Unmasked Estep 
Score: -5056957.500000 Penalty: 3162.268555
	Iteration 18Q: 3 clusters Score -5056958 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 24666 members 
Entering Unmasked Estep 
Score: -5057078.000000 Penalty: 3162.268555
	Iteration 19Q: 3 clusters Score -5057078 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 24964 members 
Entering Unmasked Estep 
Score: -5057167.000000 Penalty: 3162.268555
	Iteration 20F: 3 clusters Score -5057167 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 25313 members 
Entering Unmasked Estep 
Score: -5057285.000000 Penalty: 3162.268555
	Iteration 21Q: 3 clusters Score -5057285 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 25661 members 
Entering Unmasked Estep 
Score: -5057402.000000 Penalty: 3162.268555
	Iteration 22Q: 3 clusters Score -5057402 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 25991 members 
Entering Unmasked Estep 
Score: -5057516.500000 Penalty: 3162.268555
	Iteration 23Q: 3 clusters Score -5057516 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 26305 members 
Entering Unmasked Estep 
Score: -5057609.500000 Penalty: 3162.268555
	Iteration 24Q: 3 clusters Score -5057610 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 26622 members 
Entering Unmasked Estep 
Score: -5057698.000000 Penalty: 3162.268555
	Iteration 25Q: 3 clusters Score -5057698 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 26926 members 
Entering Unmasked Estep 
Score: -5057802.000000 Penalty: 3162.268555
	Iteration 26Q: 3 clusters Score -5057802 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 27236 members 
Entering Unmasked Estep 
Score: -5057872.500000 Penalty: 3162.268555
	Iteration 27Q: 3 clusters Score -5057872 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 27550 members 
Entering Unmasked Estep 
Score: -5057960.000000 Penalty: 3162.268555
	Iteration 28Q: 3 clusters Score -5057960 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 27870 members 
Entering Unmasked Estep 
Score: -5058064.500000 Penalty: 3162.268555
	Iteration 29Q: 3 clusters Score -5058064 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 28164 members 
Entering Unmasked Estep 
Score: -5058145.000000 Penalty: 3162.268555
	Iteration 30Q: 3 clusters Score -5058145 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 28451 members 
Entering Unmasked Estep 
Score: -5058209.000000 Penalty: 3162.268555
	Iteration 31Q: 3 clusters Score -5058209 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 28750 members 
Entering Unmasked Estep 
Score: -5058271.500000 Penalty: 3162.268555
	Iteration 32Q: 3 clusters Score -5058272 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 29030 members 
Entering Unmasked Estep 
Score: -5058382.500000 Penalty: 3162.268555
	Iteration 33Q: 3 clusters Score -5058382 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 29322 members 
Entering Unmasked Estep 
Score: -5058451.500000 Penalty: 3162.268555
	Iteration 34Q: 3 clusters Score -5058452 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 29587 members 
Entering Unmasked Estep 
Score: -5058497.000000 Penalty: 3162.268555
	Iteration 35Q: 3 clusters Score -5058497 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 29883 members 
Entering Unmasked Estep 
Score: -5058564.500000 Penalty: 3162.268555
	Iteration 36Q: 3 clusters Score -5058564 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 30171 members 
Entering Unmasked Estep 
Score: -5058617.000000 Penalty: 3162.268555
	Iteration 37Q: 3 clusters Score -5058617 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 30479 members 
Entering Unmasked Estep 
Score: -5058691.500000 Penalty: 3162.268555
	Iteration 38Q: 3 clusters Score -5058692 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 30775 members 
Entering Unmasked Estep 
Score: -5058791.000000 Penalty: 3162.268555
	Iteration 39Q: 3 clusters Score -5058791 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 31074 members 
Entering Unmasked Estep 
Score: -5058866.500000 Penalty: 3162.268555
	Iteration 40F: 3 clusters Score -5058866 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 31363 members 
Entering Unmasked Estep 
Score: -5058932.000000 Penalty: 3162.268555
	Iteration 41Q: 3 clusters Score -5058932 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 31628 members 
Entering Unmasked Estep 
Score: -5059005.500000 Penalty: 3162.268555
	Iteration 42Q: 3 clusters Score -5059006 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 31907 members 
Entering Unmasked Estep 
Score: -5059079.500000 Penalty: 3162.268555
	Iteration 43Q: 3 clusters Score -5059080 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 32176 members 
Entering Unmasked Estep 
Score: -5059138.500000 Penalty: 3162.268555
	Iteration 44Q: 3 clusters Score -5059138 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 32467 members 
Entering Unmasked Estep 
Score: -5059217.000000 Penalty: 3162.268555
	Iteration 45Q: 3 clusters Score -5059217 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 32770 members 
Entering Unmasked Estep 
Score: -5059291.000000 Penalty: 3162.268555
	Iteration 46Q: 3 clusters Score -5059291 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 33085 members 
Entering Unmasked Estep 
Score: -5059363.000000 Penalty: 3162.268555
	Iteration 47Q: 3 clusters Score -5059363 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 33382 members 
Entering Unmasked Estep 
Score: -5059457.000000 Penalty: 3162.268555
	Iteration 48Q: 3 clusters Score -5059457 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 33667 members 
Entering Unmasked Estep 
Score: -5059526.000000 Penalty: 3162.268555
	Iteration 49Q: 3 clusters Score -5059526 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 33935 members 
Entering Unmasked Estep 
Score: -5059600.000000 Penalty: 3162.268555
	Iteration 50Q: 3 clusters Score -5059600 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 34199 members 
Entering Unmasked Estep 
Score: -5059686.000000 Penalty: 3162.268555
	Iteration 51Q: 3 clusters Score -5059686 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 34434 members 
Entering Unmasked Estep 
Score: -5059738.000000 Penalty: 3162.268555
	Iteration 52Q: 3 clusters Score -5059738 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 34668 members 
Entering Unmasked Estep 
Score: -5059804.000000 Penalty: 3162.268555
	Iteration 53Q: 3 clusters Score -5059804 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 34886 members 
Entering Unmasked Estep 
Score: -5059865.000000 Penalty: 3162.268555
	Iteration 54Q: 3 clusters Score -5059865 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 35072 members 
Entering Unmasked Estep 
Score: -5059918.500000 Penalty: 3162.268555
	Iteration 55Q: 3 clusters Score -5059918 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 35263 members 
Entering Unmasked Estep 
Score: -5059995.000000 Penalty: 3162.268555
	Iteration 56Q: 3 clusters Score -5059995 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 35474 members 
Entering Unmasked Estep 
Score: -5060082.000000 Penalty: 3162.268555
	Iteration 57Q: 3 clusters Score -5060082 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 35696 members 
Entering Unmasked Estep 
Score: -5060144.000000 Penalty: 3162.268555
	Iteration 58Q: 3 clusters Score -5060144 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 35914 members 
Entering Unmasked Estep 
Score: -5060225.000000 Penalty: 3162.268555
	Iteration 59Q: 3 clusters Score -5060225 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 36149 members 
Entering Unmasked Estep 
Score: -5060323.000000 Penalty: 3162.268555
	Iteration 60F: 3 clusters Score -5060323 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 36372 members 
Entering Unmasked Estep 
Score: -5060402.000000 Penalty: 3162.268555
	Iteration 61Q: 3 clusters Score -5060402 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 36574 members 
Entering Unmasked Estep 
Score: -5060491.500000 Penalty: 3162.268555
	Iteration 62Q: 3 clusters Score -5060492 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 36746 members 
Entering Unmasked Estep 
Score: -5060554.500000 Penalty: 3162.268555
	Iteration 63Q: 3 clusters Score -5060554 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 36886 members 
Entering Unmasked Estep 
Score: -5060593.000000 Penalty: 3162.268555
	Iteration 64Q: 3 clusters Score -5060593 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 37012 members 
Entering Unmasked Estep 
Score: -5060640.000000 Penalty: 3162.268555
	Iteration 65Q: 3 clusters Score -5060640 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 37123 members 
Entering Unmasked Estep 
Score: -5060672.000000 Penalty: 3162.268555
	Iteration 66Q: 3 clusters Score -5060672 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 37236 members 
Entering Unmasked Estep 
Score: -5060734.500000 Penalty: 3162.268555
	Iteration 67Q: 3 clusters Score -5060734 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 37347 members 
Entering Unmasked Estep 
Score: -5060745.500000 Penalty: 3162.268555
	Iteration 68Q: 3 clusters Score -5060746 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 37449 members 
Entering Unmasked Estep 
Score: -5060781.000000 Penalty: 3162.268555
	Iteration 69Q: 3 clusters Score -5060781 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 37538 members 
Entering Unmasked Estep 
Score: -5060807.000000 Penalty: 3162.268555
	Iteration 70Q: 3 clusters Score -5060807 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 37622 members 
Entering Unmasked Estep 
Score: -5060820.000000 Penalty: 3162.268555
	Iteration 71Q: 3 clusters Score -5060820 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 37675 members 
Entering Unmasked Estep 
Score: -5060821.500000 Penalty: 3162.268555
	Iteration 72Q: 3 clusters Score -5060822 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 37725 members 
Entering Unmasked Estep 
Score: -5060834.000000 Penalty: 3162.268555
	Iteration 73Q: 3 clusters Score -5060834 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 37770 members 
Entering Unmasked Estep 
Score: -5060832.500000 Penalty: 3162.268555
	Iteration 74Q: 3 clusters Score -5060832 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 37809 members 
Entering Unmasked Estep 
Score: -5060844.000000 Penalty: 3162.268555
	Iteration 75Q: 3 clusters Score -5060844 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 37852 members 
Entering Unmasked Estep 
Score: -5060841.500000 Penalty: 3162.268555
	Iteration 76Q: 3 clusters Score -5060842 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 37890 members 
Entering Unmasked Estep 
Score: -5060842.500000 Penalty: 3162.268555
	Iteration 77Q: 3 clusters Score -5060842 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 37928 members 
Entering Unmasked Estep 
Score: -5060861.000000 Penalty: 3162.268555
	Iteration 78Q: 3 clusters Score -5060861 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 37954 members 
Entering Unmasked Estep 
Score: -5060860.000000 Penalty: 3162.268555
	Iteration 79Q: 3 clusters Score -5060860 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 37978 members 
Entering Unmasked Estep 
Score: -5060860.500000 Penalty: 3162.268555
	Iteration 80F: 3 clusters Score -5060860 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 38000 members 
Entering Unmasked Estep 
Score: -5060856.000000 Penalty: 3162.268555
	Iteration 81Q: 3 clusters Score -5060856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 38014 members 
Entering Unmasked Estep 
Score: -5060860.500000 Penalty: 3162.268555
	Iteration 82Q: 3 clusters Score -5060860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 38023 members 
Entering Unmasked Estep 
Score: -5060855.000000 Penalty: 3162.268555
	Iteration 83Q: 3 clusters Score -5060855 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 38032 members 
Entering Unmasked Estep 
Score: -5060859.500000 Penalty: 3162.268555
	Iteration 84Q: 3 clusters Score -5060860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 38039 members 
Entering Unmasked Estep 
Score: -5060865.000000 Penalty: 3162.268555
	Iteration 85Q: 3 clusters Score -5060865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 38043 members 
Entering Unmasked Estep 
Score: -5060864.000000 Penalty: 3162.268555
	Iteration 86Q: 3 clusters Score -5060864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 38050 members 
Entering Unmasked Estep 
Score: -5060857.000000 Penalty: 3162.268555
	Iteration 87Q: 3 clusters Score -5060857 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 38058 members 
Entering Unmasked Estep 
Score: -5060857.000000 Penalty: 3162.268555
	Iteration 88Q: 3 clusters Score -5060857 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 38071 members 
Entering Unmasked Estep 
Score: -5060857.000000 Penalty: 3162.268555
	Iteration 89Q: 3 clusters Score -5060857 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 38080 members 
Entering Unmasked Estep 
Score: -5060859.000000 Penalty: 3162.268555
	Iteration 90Q: 3 clusters Score -5060859 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 38091 members 
Entering Unmasked Estep 
Score: -5060863.000000 Penalty: 3162.268555
	Iteration 91Q: 3 clusters Score -5060863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 38097 members 
Entering Unmasked Estep 
Score: -5060863.500000 Penalty: 3162.268555
	Iteration 92Q: 3 clusters Score -5060864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 38105 members 
Entering Unmasked Estep 
Score: -5060865.000000 Penalty: 3162.268555
	Iteration 93Q: 3 clusters Score -5060865 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 38116 members 
Entering Unmasked Estep 
Score: -5060866.000000 Penalty: 3162.268555
	Iteration 94Q: 3 clusters Score -5060866 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 38128 members 
Entering Unmasked Estep 
Score: -5060865.500000 Penalty: 3162.268555
	Iteration 95Q: 3 clusters Score -5060866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 38139 members 
Entering Unmasked Estep 
Score: -5060868.000000 Penalty: 3162.268555
	Iteration 96Q: 3 clusters Score -5060868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 38146 members 
Entering Unmasked Estep 
Score: -5060874.500000 Penalty: 3162.268555
	Iteration 97Q: 3 clusters Score -5060874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 38155 members 
Entering Unmasked Estep 
Score: -5060873.000000 Penalty: 3162.268555
	Iteration 98Q: 3 clusters Score -5060873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 38163 members 
Entering Unmasked Estep 
Score: -5060861.000000 Penalty: 3162.268555
	Iteration 99Q: 3 clusters Score -5060861 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 38173 members 
Entering Unmasked Estep 
Score: -5060866.000000 Penalty: 3162.268555
	Iteration 100F: 3 clusters Score -5060866 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 38189 members 
Entering Unmasked Estep 
Score: -5060863.500000 Penalty: 3162.268555
	Iteration 101Q: 3 clusters Score -5060864 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 38203 members 
Entering Unmasked Estep 
Score: -5060864.500000 Penalty: 3162.268555
	Iteration 102Q: 3 clusters Score -5060864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 38213 members 
Entering Unmasked Estep 
Score: -5060872.500000 Penalty: 3162.268555
	Iteration 103Q: 3 clusters Score -5060872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 38220 members 
Entering Unmasked Estep 
Score: -5060871.500000 Penalty: 3162.268555
	Iteration 104Q: 3 clusters Score -5060872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 38226 members 
Entering Unmasked Estep 
Score: -5060877.000000 Penalty: 3162.268555
	Iteration 105Q: 3 clusters Score -5060877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 38230 members 
Entering Unmasked Estep 
Score: -5060879.000000 Penalty: 3162.268555
	Iteration 106Q: 3 clusters Score -5060879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 38235 members 
Entering Unmasked Estep 
Score: -5060879.000000 Penalty: 3162.268555
	Iteration 107Q: 3 clusters Score -5060879 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 38242 members 
Entering Unmasked Estep 
Score: -5060874.500000 Penalty: 3162.268555
	Iteration 108Q: 3 clusters Score -5060874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 38245 members 
Entering Unmasked Estep 
Score: -5060873.500000 Penalty: 3162.268555
	Iteration 109Q: 3 clusters Score -5060874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 38248 members 
Entering Unmasked Estep 
Score: -5060881.000000 Penalty: 3162.268555
	Iteration 110Q: 3 clusters Score -5060881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 38252 members 
Entering Unmasked Estep 
Score: -5060879.500000 Penalty: 3162.268555
	Iteration 111Q: 3 clusters Score -5060880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 38255 members 
Entering Unmasked Estep 
Score: -5060876.000000 Penalty: 3162.268555
	Iteration 112Q: 3 clusters Score -5060876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 38257 members 
Entering Unmasked Estep 
Score: -5060875.500000 Penalty: 3162.268555
	Iteration 113Q: 3 clusters Score -5060876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 38258 members 
Entering Unmasked Estep 
Score: -5060874.000000 Penalty: 3162.268555
	Iteration 114Q: 3 clusters Score -5060874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 38259 members 
Entering Unmasked Estep 
Score: -5060880.000000 Penalty: 3162.268555
	Iteration 115Q: 3 clusters Score -5060880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 38261 members 
Entering Unmasked Estep 
Score: -5060882.500000 Penalty: 3162.268555
	Iteration 116Q: 3 clusters Score -5060882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 38265 members 
Entering Unmasked Estep 
Score: -5060878.500000 Penalty: 3162.268555
	Iteration 117Q: 3 clusters Score -5060878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 38271 members 
Entering Unmasked Estep 
Score: -5060883.000000 Penalty: 3162.268555
	Iteration 118Q: 3 clusters Score -5060883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 38275 members 
Entering Unmasked Estep 
Score: -5060883.000000 Penalty: 3162.268555
	Iteration 119Q: 3 clusters Score -5060883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 38275 members 
Entering Unmasked Estep 
Score: -5060883.000000 Penalty: 3162.268555
	Iteration 120F: 3 clusters Score -5060883 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Entering Unmasked Estep 
Score: -1152226.625000 Penalty: 1356.465210
	Iteration 0F: 2 clusters Score -1152227 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1145957.750000 Penalty: 2712.930420
	Iteration 0F: 3 clusters Score -1145958 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1147914.250000 Penalty: 2712.930420
	Iteration 1F: 3 clusters Score -1147914 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1148242.125000 Penalty: 2712.930420
	Iteration 2F: 3 clusters Score -1148242 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1148497.375000 Penalty: 2712.930420
	Iteration 3F: 3 clusters Score -1148497 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1148745.250000 Penalty: 2712.930420
	Iteration 4Q: 3 clusters Score -1148745 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1148978.250000 Penalty: 2712.930420
	Iteration 5Q: 3 clusters Score -1148978 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1149211.125000 Penalty: 2712.930420
	Iteration 6Q: 3 clusters Score -1149211 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1149447.000000 Penalty: 2712.930420
	Iteration 7Q: 3 clusters Score -1149447 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1149711.625000 Penalty: 2712.930420
	Iteration 8Q: 3 clusters Score -1149712 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1149953.000000 Penalty: 2712.930420
	Iteration 9Q: 3 clusters Score -1149953 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1150197.250000 Penalty: 2712.930420
	Iteration 10Q: 3 clusters Score -1150197 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1150429.625000 Penalty: 2712.930420
	Iteration 11Q: 3 clusters Score -1150430 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1150652.000000 Penalty: 2712.930420
	Iteration 12Q: 3 clusters Score -1150652 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1150836.000000 Penalty: 2712.930420
	Iteration 13Q: 3 clusters Score -1150836 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1150964.000000 Penalty: 2712.930420
	Iteration 14Q: 3 clusters Score -1150964 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1151044.625000 Penalty: 2712.930420
	Iteration 15Q: 3 clusters Score -1151045 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1151093.750000 Penalty: 2712.930420
	Iteration 16Q: 3 clusters Score -1151094 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1151141.875000 Penalty: 2712.930420
	Iteration 17Q: 3 clusters Score -1151142 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1151175.625000 Penalty: 2712.930420
	Iteration 18Q: 3 clusters Score -1151176 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1151194.875000 Penalty: 2712.930420
	Iteration 19Q: 3 clusters Score -1151195 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1151206.250000 Penalty: 2712.930420
	Iteration 20F: 3 clusters Score -1151206 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1151220.500000 Penalty: 2712.930420
	Iteration 21Q: 3 clusters Score -1151220 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1151228.250000 Penalty: 2712.930420
	Iteration 22Q: 3 clusters Score -1151228 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1151233.625000 Penalty: 2712.930420
	Iteration 23Q: 3 clusters Score -1151234 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1151241.750000 Penalty: 2712.930420
	Iteration 24Q: 3 clusters Score -1151242 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1151247.250000 Penalty: 2712.930420
	Iteration 25Q: 3 clusters Score -1151247 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1151251.750000 Penalty: 2712.930420
	Iteration 26Q: 3 clusters Score -1151252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1151253.625000 Penalty: 2712.930420
	Iteration 27Q: 3 clusters Score -1151254 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1151257.375000 Penalty: 2712.930420
	Iteration 28Q: 3 clusters Score -1151257 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1151261.875000 Penalty: 2712.930420
	Iteration 29Q: 3 clusters Score -1151262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1151267.750000 Penalty: 2712.930420
	Iteration 30Q: 3 clusters Score -1151268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1151267.750000 Penalty: 2712.930420
	Iteration 31Q: 3 clusters Score -1151268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1151270.125000 Penalty: 2712.930420
	Iteration 32Q: 3 clusters Score -1151270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1151270.000000 Penalty: 2712.930420
	Iteration 33Q: 3 clusters Score -1151270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1151270.000000 Penalty: 2712.930420
	Iteration 34F: 3 clusters Score -1151270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Entering Unmasked Estep 
Score: -281649.000000 Penalty: 1170.054199
	Iteration 0F: 2 clusters Score -281649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -279442.218750 Penalty: 2340.108398
	Iteration 0F: 3 clusters Score -279442.2 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -280076.937500 Penalty: 2340.108398
	Iteration 1F: 3 clusters Score -280076.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -280412.156250 Penalty: 2340.108398
	Iteration 2F: 3 clusters Score -280412.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -280738.750000 Penalty: 2340.108398
	Iteration 3F: 3 clusters Score -280738.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -281012.812500 Penalty: 2340.108398
	Iteration 4F: 3 clusters Score -281012.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -281186.500000 Penalty: 2340.108398
	Iteration 5F: 3 clusters Score -281186.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -281277.812500 Penalty: 2340.108398
	Iteration 6Q: 3 clusters Score -281277.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -281336.437500 Penalty: 2340.108398
	Iteration 7Q: 3 clusters Score -281336.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -281369.812500 Penalty: 2340.108398
	Iteration 8Q: 3 clusters Score -281369.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -281397.750000 Penalty: 2340.108398
	Iteration 9Q: 3 clusters Score -281397.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -281421.500000 Penalty: 2340.108398
	Iteration 10Q: 3 clusters Score -281421.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -281442.562500 Penalty: 2340.108398
	Iteration 11Q: 3 clusters Score -281442.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -281460.531250 Penalty: 2340.108398
	Iteration 12Q: 3 clusters Score -281460.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -281470.718750 Penalty: 2340.108398
	Iteration 13Q: 3 clusters Score -281470.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -281479.031250 Penalty: 2340.108398
	Iteration 14Q: 3 clusters Score -281479 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -281484.031250 Penalty: 2340.108398
	Iteration 15Q: 3 clusters Score -281484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -281488.156250 Penalty: 2340.108398
	Iteration 16Q: 3 clusters Score -281488.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -281490.718750 Penalty: 2340.108398
	Iteration 17Q: 3 clusters Score -281490.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -281491.718750 Penalty: 2340.108398
	Iteration 18Q: 3 clusters Score -281491.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -281492.468750 Penalty: 2340.108398
	Iteration 19Q: 3 clusters Score -281492.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -281493.937500 Penalty: 2340.108398
	Iteration 20F: 3 clusters Score -281493.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (67672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67672 members 
Entering Unmasked Estep 
Score: -8428828.000000 Penalty: 1655.017334
	Iteration 0F: 2 clusters Score -8428828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33643 members 
Mstep: Class 2 contains 34029 members 
Entering Unmasked Estep 
Score: -8386929.500000 Penalty: 3310.034668
	Iteration 0F: 3 clusters Score -8386930 nChanged 31673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31772 members 
Mstep: Class 2 contains 35900 members 
Entering Unmasked Estep 
Score: -8404625.000000 Penalty: 3310.034668
	Iteration 1F: 3 clusters Score -8404625 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30480 members 
Mstep: Class 2 contains 37192 members 
Entering Unmasked Estep 
Score: -8405517.000000 Penalty: 3310.034668
	Iteration 2Q: 3 clusters Score -8405517 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28605 members 
Mstep: Class 2 contains 39067 members 
Entering Unmasked Estep 
Score: -8406449.000000 Penalty: 3310.034668
	Iteration 3Q: 3 clusters Score -8406449 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25950 members 
Mstep: Class 2 contains 41722 members 
Entering Unmasked Estep 
Score: -8407725.000000 Penalty: 3310.034668
	Iteration 4Q: 3 clusters Score -8407725 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 45436 members 
Entering Unmasked Estep 
Score: -8409661.000000 Penalty: 3310.034668
	Iteration 5F: 3 clusters Score -8409661 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 50060 members 
Entering Unmasked Estep 
Score: -8412487.000000 Penalty: 3310.034668
	Iteration 6F: 3 clusters Score -8412487 nChanged 5259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 55273 members 
Entering Unmasked Estep 
Score: -8416234.000000 Penalty: 3310.034668
	Iteration 7F: 3 clusters Score -8416234 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 60304 members 
Entering Unmasked Estep 
Score: -8420473.000000 Penalty: 3310.034668
	Iteration 8F: 3 clusters Score -8420473 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 64038 members 
Entering Unmasked Estep 
Score: -8423964.000000 Penalty: 3310.034668
	Iteration 9F: 3 clusters Score -8423964 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 66070 members 
Entering Unmasked Estep 
Score: -8425896.000000 Penalty: 3310.034668
	Iteration 10Q: 3 clusters Score -8425896 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 66938 members 
Entering Unmasked Estep 
Score: -8426741.000000 Penalty: 3310.034668
	Iteration 11Q: 3 clusters Score -8426741 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 67236 members 
Entering Unmasked Estep 
Score: -8427118.000000 Penalty: 3310.034668
	Iteration 12Q: 3 clusters Score -8427118 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 67352 members 
Entering Unmasked Estep 
Score: -8427286.000000 Penalty: 3310.034668
	Iteration 13Q: 3 clusters Score -8427286 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 67396 members 
Entering Unmasked Estep 
Score: -8427364.000000 Penalty: 3310.034668
	Iteration 14Q: 3 clusters Score -8427364 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 67420 members 
Entering Unmasked Estep 
Score: -8427419.000000 Penalty: 3310.034668
	Iteration 15Q: 3 clusters Score -8427419 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 67429 members 
Entering Unmasked Estep 
Score: -8427436.000000 Penalty: 3310.034668
	Iteration 16Q: 3 clusters Score -8427436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 67435 members 
Entering Unmasked Estep 
Score: -8427453.000000 Penalty: 3310.034668
	Iteration 17Q: 3 clusters Score -8427453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 67440 members 
Entering Unmasked Estep 
Score: -8427457.000000 Penalty: 3310.034668
	Iteration 18Q: 3 clusters Score -8427457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 67445 members 
Entering Unmasked Estep 
Score: -8427469.000000 Penalty: 3310.034668
	Iteration 19Q: 3 clusters Score -8427469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 67445 members 
Entering Unmasked Estep 
Score: -8427475.000000 Penalty: 3310.034668
	Iteration 20F: 3 clusters Score -8427475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 67444 members 
Entering Unmasked Estep 
Score: -8427487.000000 Penalty: 3310.034668
	Iteration 21Q: 3 clusters Score -8427487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 67444 members 
Entering Unmasked Estep 
Score: -8427487.000000 Penalty: 3310.034668
	Iteration 22Q: 3 clusters Score -8427487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 67445 members 
Entering Unmasked Estep 
Score: -8427492.000000 Penalty: 3310.034668
	Iteration 23Q: 3 clusters Score -8427492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 67446 members 
Entering Unmasked Estep 
Score: -8427495.000000 Penalty: 3310.034668
	Iteration 24Q: 3 clusters Score -8427495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 67446 members 
Entering Unmasked Estep 
Score: -8427495.000000 Penalty: 3310.034668
	Iteration 25F: 3 clusters Score -8427495 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (43631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43631 members 
Entering Unmasked Estep 
Score: -5329503.500000 Penalty: 1589.708252
	Iteration 0F: 2 clusters Score -5329504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 21776 members 
Entering Unmasked Estep 
Score: -5301411.000000 Penalty: 3179.416504
	Iteration 0F: 3 clusters Score -5301411 nChanged 19834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22471 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -5312536.500000 Penalty: 3179.416504
	Iteration 1F: 3 clusters Score -5312536 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22750 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -5313414.000000 Penalty: 3179.416504
	Iteration 2F: 3 clusters Score -5313414 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23076 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -5314359.000000 Penalty: 3179.416504
	Iteration 3Q: 3 clusters Score -5314359 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23492 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
Score: -5315394.500000 Penalty: 3179.416504
	Iteration 4Q: 3 clusters Score -5315394 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23964 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -5316571.000000 Penalty: 3179.416504
	Iteration 5F: 3 clusters Score -5316571 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24400 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -5317839.500000 Penalty: 3179.416504
	Iteration 6F: 3 clusters Score -5317840 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24817 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -5319229.500000 Penalty: 3179.416504
	Iteration 7F: 3 clusters Score -5319230 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25191 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -5320739.500000 Penalty: 3179.416504
	Iteration 8F: 3 clusters Score -5320740 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25320 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -5322028.000000 Penalty: 3179.416504
	Iteration 9Q: 3 clusters Score -5322028 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25435 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -5322973.500000 Penalty: 3179.416504
	Iteration 10Q: 3 clusters Score -5322974 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25542 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -5323580.500000 Penalty: 3179.416504
	Iteration 11Q: 3 clusters Score -5323580 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25658 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -5323835.000000 Penalty: 3179.416504
	Iteration 12Q: 3 clusters Score -5323835 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25747 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -5323969.500000 Penalty: 3179.416504
	Iteration 13Q: 3 clusters Score -5323970 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25864 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -5324087.500000 Penalty: 3179.416504
	Iteration 14Q: 3 clusters Score -5324088 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25950 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -5324130.500000 Penalty: 3179.416504
	Iteration 15Q: 3 clusters Score -5324130 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26050 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -5324164.000000 Penalty: 3179.416504
	Iteration 16Q: 3 clusters Score -5324164 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26136 members 
Mstep: Class 2 contains 17495 members 
Entering Unmasked Estep 
Score: -5324167.500000 Penalty: 3179.416504
	Iteration 17Q: 3 clusters Score -5324168 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26241 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -5324218.000000 Penalty: 3179.416504
	Iteration 18Q: 3 clusters Score -5324218 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26345 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -5324244.000000 Penalty: 3179.416504
	Iteration 19Q: 3 clusters Score -5324244 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26442 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -5324253.000000 Penalty: 3179.416504
	Iteration 20F: 3 clusters Score -5324253 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26541 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -5324281.000000 Penalty: 3179.416504
	Iteration 21Q: 3 clusters Score -5324281 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26629 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -5324307.500000 Penalty: 3179.416504
	Iteration 22Q: 3 clusters Score -5324308 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26695 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -5324310.500000 Penalty: 3179.416504
	Iteration 23Q: 3 clusters Score -5324310 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26791 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -5324349.500000 Penalty: 3179.416504
	Iteration 24Q: 3 clusters Score -5324350 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26877 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -5324372.500000 Penalty: 3179.416504
	Iteration 25Q: 3 clusters Score -5324372 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26954 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -5324394.000000 Penalty: 3179.416504
	Iteration 26Q: 3 clusters Score -5324394 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27027 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -5324408.500000 Penalty: 3179.416504
	Iteration 27Q: 3 clusters Score -5324408 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27106 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -5324454.500000 Penalty: 3179.416504
	Iteration 28Q: 3 clusters Score -5324454 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -5324485.000000 Penalty: 3179.416504
	Iteration 29Q: 3 clusters Score -5324485 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27300 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -5324531.000000 Penalty: 3179.416504
	Iteration 30Q: 3 clusters Score -5324531 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27394 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -5324557.500000 Penalty: 3179.416504
	Iteration 31Q: 3 clusters Score -5324558 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27522 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -5324583.000000 Penalty: 3179.416504
	Iteration 32Q: 3 clusters Score -5324583 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27660 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -5324605.000000 Penalty: 3179.416504
	Iteration 33Q: 3 clusters Score -5324605 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27797 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -5324636.500000 Penalty: 3179.416504
	Iteration 34Q: 3 clusters Score -5324636 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27945 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -5324683.000000 Penalty: 3179.416504
	Iteration 35Q: 3 clusters Score -5324683 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28115 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -5324708.000000 Penalty: 3179.416504
	Iteration 36Q: 3 clusters Score -5324708 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28306 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -5324760.000000 Penalty: 3179.416504
	Iteration 37Q: 3 clusters Score -5324760 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28513 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -5324807.000000 Penalty: 3179.416504
	Iteration 38Q: 3 clusters Score -5324807 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28741 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -5324855.000000 Penalty: 3179.416504
	Iteration 39Q: 3 clusters Score -5324855 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28990 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -5324901.000000 Penalty: 3179.416504
	Iteration 40F: 3 clusters Score -5324901 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29229 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -5324966.500000 Penalty: 3179.416504
	Iteration 41Q: 3 clusters Score -5324966 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29468 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -5325022.500000 Penalty: 3179.416504
	Iteration 42Q: 3 clusters Score -5325022 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29718 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -5325084.500000 Penalty: 3179.416504
	Iteration 43Q: 3 clusters Score -5325084 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29964 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -5325164.500000 Penalty: 3179.416504
	Iteration 44Q: 3 clusters Score -5325164 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30192 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -5325206.000000 Penalty: 3179.416504
	Iteration 45Q: 3 clusters Score -5325206 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30427 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -5325259.000000 Penalty: 3179.416504
	Iteration 46Q: 3 clusters Score -5325259 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30675 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -5325285.500000 Penalty: 3179.416504
	Iteration 47Q: 3 clusters Score -5325286 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30951 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -5325337.500000 Penalty: 3179.416504
	Iteration 48Q: 3 clusters Score -5325338 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31208 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -5325402.500000 Penalty: 3179.416504
	Iteration 49Q: 3 clusters Score -5325402 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31470 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -5325452.000000 Penalty: 3179.416504
	Iteration 50Q: 3 clusters Score -5325452 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31761 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -5325553.000000 Penalty: 3179.416504
	Iteration 51Q: 3 clusters Score -5325553 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32063 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -5325620.500000 Penalty: 3179.416504
	Iteration 52Q: 3 clusters Score -5325620 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32351 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -5325702.500000 Penalty: 3179.416504
	Iteration 53Q: 3 clusters Score -5325702 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32629 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -5325776.500000 Penalty: 3179.416504
	Iteration 54Q: 3 clusters Score -5325776 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32903 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -5325845.500000 Penalty: 3179.416504
	Iteration 55Q: 3 clusters Score -5325846 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33199 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -5325909.000000 Penalty: 3179.416504
	Iteration 56Q: 3 clusters Score -5325909 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33521 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -5326008.000000 Penalty: 3179.416504
	Iteration 57Q: 3 clusters Score -5326008 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33838 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -5326075.500000 Penalty: 3179.416504
	Iteration 58Q: 3 clusters Score -5326076 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34166 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -5326146.000000 Penalty: 3179.416504
	Iteration 59Q: 3 clusters Score -5326146 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34519 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -5326232.500000 Penalty: 3179.416504
	Iteration 60F: 3 clusters Score -5326232 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34869 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -5326324.000000 Penalty: 3179.416504
	Iteration 61Q: 3 clusters Score -5326324 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35232 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -5326397.000000 Penalty: 3179.416504
	Iteration 62Q: 3 clusters Score -5326397 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35619 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -5326528.500000 Penalty: 3179.416504
	Iteration 63Q: 3 clusters Score -5326528 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36016 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -5326647.000000 Penalty: 3179.416504
	Iteration 64Q: 3 clusters Score -5326647 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36410 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -5326760.000000 Penalty: 3179.416504
	Iteration 65Q: 3 clusters Score -5326760 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36775 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -5326852.500000 Penalty: 3179.416504
	Iteration 66Q: 3 clusters Score -5326852 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37142 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -5326960.000000 Penalty: 3179.416504
	Iteration 67Q: 3 clusters Score -5326960 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37529 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -5327076.500000 Penalty: 3179.416504
	Iteration 68Q: 3 clusters Score -5327076 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37884 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -5327160.000000 Penalty: 3179.416504
	Iteration 69Q: 3 clusters Score -5327160 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38234 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -5327277.500000 Penalty: 3179.416504
	Iteration 70Q: 3 clusters Score -5327278 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38568 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -5327389.500000 Penalty: 3179.416504
	Iteration 71Q: 3 clusters Score -5327390 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38907 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -5327510.500000 Penalty: 3179.416504
	Iteration 72Q: 3 clusters Score -5327510 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39208 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -5327590.500000 Penalty: 3179.416504
	Iteration 73Q: 3 clusters Score -5327590 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39492 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -5327687.000000 Penalty: 3179.416504
	Iteration 74Q: 3 clusters Score -5327687 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39750 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -5327758.500000 Penalty: 3179.416504
	Iteration 75Q: 3 clusters Score -5327758 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39983 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -5327828.000000 Penalty: 3179.416504
	Iteration 76Q: 3 clusters Score -5327828 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40182 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -5327885.000000 Penalty: 3179.416504
	Iteration 77Q: 3 clusters Score -5327885 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40383 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -5327946.500000 Penalty: 3179.416504
	Iteration 78Q: 3 clusters Score -5327946 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40555 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -5327988.500000 Penalty: 3179.416504
	Iteration 79Q: 3 clusters Score -5327988 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40705 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -5328040.500000 Penalty: 3179.416504
	Iteration 80F: 3 clusters Score -5328040 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40835 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -5328076.500000 Penalty: 3179.416504
	Iteration 81Q: 3 clusters Score -5328076 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40964 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -5328112.500000 Penalty: 3179.416504
	Iteration 82Q: 3 clusters Score -5328112 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41086 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -5328137.500000 Penalty: 3179.416504
	Iteration 83Q: 3 clusters Score -5328138 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41186 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -5328164.000000 Penalty: 3179.416504
	Iteration 84Q: 3 clusters Score -5328164 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41285 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -5328208.500000 Penalty: 3179.416504
	Iteration 85Q: 3 clusters Score -5328208 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41381 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -5328240.000000 Penalty: 3179.416504
	Iteration 86Q: 3 clusters Score -5328240 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41460 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -5328256.000000 Penalty: 3179.416504
	Iteration 87Q: 3 clusters Score -5328256 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41534 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -5328273.500000 Penalty: 3179.416504
	Iteration 88Q: 3 clusters Score -5328274 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41602 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -5328279.000000 Penalty: 3179.416504
	Iteration 89Q: 3 clusters Score -5328279 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41657 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -5328304.500000 Penalty: 3179.416504
	Iteration 90Q: 3 clusters Score -5328304 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41698 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -5328317.000000 Penalty: 3179.416504
	Iteration 91Q: 3 clusters Score -5328317 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41735 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -5328342.000000 Penalty: 3179.416504
	Iteration 92Q: 3 clusters Score -5328342 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41777 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -5328357.000000 Penalty: 3179.416504
	Iteration 93Q: 3 clusters Score -5328357 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41807 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -5328351.000000 Penalty: 3179.416504
	Iteration 94Q: 3 clusters Score -5328351 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41845 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -5328365.000000 Penalty: 3179.416504
	Iteration 95Q: 3 clusters Score -5328365 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41878 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -5328379.500000 Penalty: 3179.416504
	Iteration 96Q: 3 clusters Score -5328380 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41895 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -5328384.000000 Penalty: 3179.416504
	Iteration 97Q: 3 clusters Score -5328384 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41909 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -5328389.500000 Penalty: 3179.416504
	Iteration 98Q: 3 clusters Score -5328390 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41926 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -5328389.000000 Penalty: 3179.416504
	Iteration 99Q: 3 clusters Score -5328389 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41938 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -5328395.500000 Penalty: 3179.416504
	Iteration 100F: 3 clusters Score -5328396 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41949 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -5328392.500000 Penalty: 3179.416504
	Iteration 101Q: 3 clusters Score -5328392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41958 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -5328386.500000 Penalty: 3179.416504
	Iteration 102Q: 3 clusters Score -5328386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41967 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -5328393.000000 Penalty: 3179.416504
	Iteration 103Q: 3 clusters Score -5328393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41970 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -5328404.000000 Penalty: 3179.416504
	Iteration 104Q: 3 clusters Score -5328404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41972 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -5328404.000000 Penalty: 3179.416504
	Iteration 105Q: 3 clusters Score -5328404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41976 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -5328405.500000 Penalty: 3179.416504
	Iteration 106Q: 3 clusters Score -5328406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41983 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -5328400.000000 Penalty: 3179.416504
	Iteration 107Q: 3 clusters Score -5328400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41986 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -5328402.000000 Penalty: 3179.416504
	Iteration 108Q: 3 clusters Score -5328402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41988 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -5328404.500000 Penalty: 3179.416504
	Iteration 109Q: 3 clusters Score -5328404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41994 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -5328408.500000 Penalty: 3179.416504
	Iteration 110Q: 3 clusters Score -5328408 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42006 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -5328411.000000 Penalty: 3179.416504
	Iteration 111Q: 3 clusters Score -5328411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42011 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -5328412.500000 Penalty: 3179.416504
	Iteration 112Q: 3 clusters Score -5328412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42016 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -5328408.000000 Penalty: 3179.416504
	Iteration 113Q: 3 clusters Score -5328408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42020 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -5328409.500000 Penalty: 3179.416504
	Iteration 114Q: 3 clusters Score -5328410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42028 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -5328409.000000 Penalty: 3179.416504
	Iteration 115Q: 3 clusters Score -5328409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42034 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -5328407.500000 Penalty: 3179.416504
	Iteration 116Q: 3 clusters Score -5328408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42039 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -5328409.500000 Penalty: 3179.416504
	Iteration 117Q: 3 clusters Score -5328410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42044 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -5328410.500000 Penalty: 3179.416504
	Iteration 118Q: 3 clusters Score -5328410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42049 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -5328419.000000 Penalty: 3179.416504
	Iteration 119Q: 3 clusters Score -5328419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42051 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -5328412.500000 Penalty: 3179.416504
	Iteration 120F: 3 clusters Score -5328412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42051 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -5328411.000000 Penalty: 3179.416504
	Iteration 121Q: 3 clusters Score -5328411 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42051 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -5328411.000000 Penalty: 3179.416504
	Iteration 122F: 3 clusters Score -5328411 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Entering Unmasked Estep 
Score: -885799.437500 Penalty: 1316.850464
	Iteration 0F: 2 clusters Score -885799.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -880909.500000 Penalty: 2633.700928
	Iteration 0F: 3 clusters Score -880909.5 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -882441.125000 Penalty: 2633.700928
	Iteration 1F: 3 clusters Score -882441.1 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -882675.000000 Penalty: 2633.700928
	Iteration 2F: 3 clusters Score -882675 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -882844.312500 Penalty: 2633.700928
	Iteration 3Q: 3 clusters Score -882844.3 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -882985.312500 Penalty: 2633.700928
	Iteration 4Q: 3 clusters Score -882985.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -883067.000000 Penalty: 2633.700928
	Iteration 5Q: 3 clusters Score -883067 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -883131.250000 Penalty: 2633.700928
	Iteration 6Q: 3 clusters Score -883131.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -883189.000000 Penalty: 2633.700928
	Iteration 7Q: 3 clusters Score -883189 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -883232.562500 Penalty: 2633.700928
	Iteration 8Q: 3 clusters Score -883232.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -883268.250000 Penalty: 2633.700928
	Iteration 9Q: 3 clusters Score -883268.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -883300.750000 Penalty: 2633.700928
	Iteration 10Q: 3 clusters Score -883300.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -883333.125000 Penalty: 2633.700928
	Iteration 11Q: 3 clusters Score -883333.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -883370.937500 Penalty: 2633.700928
	Iteration 12Q: 3 clusters Score -883370.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -883403.312500 Penalty: 2633.700928
	Iteration 13Q: 3 clusters Score -883403.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -883433.937500 Penalty: 2633.700928
	Iteration 14Q: 3 clusters Score -883433.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -883466.687500 Penalty: 2633.700928
	Iteration 15Q: 3 clusters Score -883466.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -883502.500000 Penalty: 2633.700928
	Iteration 16Q: 3 clusters Score -883502.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -883544.437500 Penalty: 2633.700928
	Iteration 17Q: 3 clusters Score -883544.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -883599.312500 Penalty: 2633.700928
	Iteration 18Q: 3 clusters Score -883599.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -883649.000000 Penalty: 2633.700928
	Iteration 19Q: 3 clusters Score -883649 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -883705.062500 Penalty: 2633.700928
	Iteration 20F: 3 clusters Score -883705.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -883763.750000 Penalty: 2633.700928
	Iteration 21Q: 3 clusters Score -883763.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -883825.500000 Penalty: 2633.700928
	Iteration 22Q: 3 clusters Score -883825.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -883907.937500 Penalty: 2633.700928
	Iteration 23Q: 3 clusters Score -883907.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -883992.312500 Penalty: 2633.700928
	Iteration 24Q: 3 clusters Score -883992.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -884072.437500 Penalty: 2633.700928
	Iteration 25Q: 3 clusters Score -884072.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -884150.750000 Penalty: 2633.700928
	Iteration 26Q: 3 clusters Score -884150.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -884238.125000 Penalty: 2633.700928
	Iteration 27Q: 3 clusters Score -884238.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -884304.437500 Penalty: 2633.700928
	Iteration 28Q: 3 clusters Score -884304.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -884359.562500 Penalty: 2633.700928
	Iteration 29Q: 3 clusters Score -884359.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -884413.062500 Penalty: 2633.700928
	Iteration 30Q: 3 clusters Score -884413.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -884459.312500 Penalty: 2633.700928
	Iteration 31Q: 3 clusters Score -884459.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -884503.062500 Penalty: 2633.700928
	Iteration 32Q: 3 clusters Score -884503.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -884543.875000 Penalty: 2633.700928
	Iteration 33Q: 3 clusters Score -884543.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -884569.000000 Penalty: 2633.700928
	Iteration 34Q: 3 clusters Score -884569 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -884590.437500 Penalty: 2633.700928
	Iteration 35Q: 3 clusters Score -884590.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -884605.625000 Penalty: 2633.700928
	Iteration 36Q: 3 clusters Score -884605.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -884626.000000 Penalty: 2633.700928
	Iteration 37Q: 3 clusters Score -884626 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -884642.000000 Penalty: 2633.700928
	Iteration 38Q: 3 clusters Score -884642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -884652.625000 Penalty: 2633.700928
	Iteration 39Q: 3 clusters Score -884652.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -884664.375000 Penalty: 2633.700928
	Iteration 40F: 3 clusters Score -884664.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -884677.812500 Penalty: 2633.700928
	Iteration 41Q: 3 clusters Score -884677.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -884688.500000 Penalty: 2633.700928
	Iteration 42Q: 3 clusters Score -884688.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -884695.437500 Penalty: 2633.700928
	Iteration 43Q: 3 clusters Score -884695.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -884700.937500 Penalty: 2633.700928
	Iteration 44Q: 3 clusters Score -884700.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -884708.875000 Penalty: 2633.700928
	Iteration 45Q: 3 clusters Score -884708.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -884713.937500 Penalty: 2633.700928
	Iteration 46Q: 3 clusters Score -884713.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -884717.750000 Penalty: 2633.700928
	Iteration 47Q: 3 clusters Score -884717.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -884724.687500 Penalty: 2633.700928
	Iteration 48Q: 3 clusters Score -884724.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -884731.000000 Penalty: 2633.700928
	Iteration 49Q: 3 clusters Score -884731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -884733.875000 Penalty: 2633.700928
	Iteration 50Q: 3 clusters Score -884733.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -884735.937500 Penalty: 2633.700928
	Iteration 51Q: 3 clusters Score -884735.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -884736.000000 Penalty: 2633.700928
	Iteration 52Q: 3 clusters Score -884736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -884737.062500 Penalty: 2633.700928
	Iteration 53Q: 3 clusters Score -884737.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -884738.750000 Penalty: 2633.700928
	Iteration 54Q: 3 clusters Score -884738.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -884743.062500 Penalty: 2633.700928
	Iteration 55Q: 3 clusters Score -884743.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -884744.375000 Penalty: 2633.700928
	Iteration 56Q: 3 clusters Score -884744.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -884747.250000 Penalty: 2633.700928
	Iteration 57Q: 3 clusters Score -884747.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -884746.750000 Penalty: 2633.700928
	Iteration 58Q: 3 clusters Score -884746.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -884752.562500 Penalty: 2633.700928
	Iteration 59Q: 3 clusters Score -884752.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -884754.187500 Penalty: 2633.700928
	Iteration 60F: 3 clusters Score -884754.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -884755.250000 Penalty: 2633.700928
	Iteration 61Q: 3 clusters Score -884755.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -884758.812500 Penalty: 2633.700928
	Iteration 62Q: 3 clusters Score -884758.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -884761.187500 Penalty: 2633.700928
	Iteration 63Q: 3 clusters Score -884761.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -884761.187500 Penalty: 2633.700928
	Iteration 64F: 3 clusters Score -884761.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Entering Unmasked Estep 
Score: -669226.375000 Penalty: 1283.609375
	Iteration 0F: 2 clusters Score -669226.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -665217.062500 Penalty: 2567.218750
	Iteration 0F: 3 clusters Score -665217.1 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -666417.000000 Penalty: 2567.218750
	Iteration 1F: 3 clusters Score -666417 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -666649.250000 Penalty: 2567.218750
	Iteration 2F: 3 clusters Score -666649.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -666831.687500 Penalty: 2567.218750
	Iteration 3F: 3 clusters Score -666831.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -666999.125000 Penalty: 2567.218750
	Iteration 4Q: 3 clusters Score -666999.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -667151.125000 Penalty: 2567.218750
	Iteration 5Q: 3 clusters Score -667151.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -667281.312500 Penalty: 2567.218750
	Iteration 6Q: 3 clusters Score -667281.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -667370.125000 Penalty: 2567.218750
	Iteration 7Q: 3 clusters Score -667370.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -667444.437500 Penalty: 2567.218750
	Iteration 8Q: 3 clusters Score -667444.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -667515.000000 Penalty: 2567.218750
	Iteration 9Q: 3 clusters Score -667515 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -667570.875000 Penalty: 2567.218750
	Iteration 10Q: 3 clusters Score -667570.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -667628.125000 Penalty: 2567.218750
	Iteration 11Q: 3 clusters Score -667628.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -667689.125000 Penalty: 2567.218750
	Iteration 12Q: 3 clusters Score -667689.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -667752.937500 Penalty: 2567.218750
	Iteration 13Q: 3 clusters Score -667752.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -667802.062500 Penalty: 2567.218750
	Iteration 14Q: 3 clusters Score -667802.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -667847.000000 Penalty: 2567.218750
	Iteration 15Q: 3 clusters Score -667847 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -667886.375000 Penalty: 2567.218750
	Iteration 16Q: 3 clusters Score -667886.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -667924.500000 Penalty: 2567.218750
	Iteration 17Q: 3 clusters Score -667924.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -667956.250000 Penalty: 2567.218750
	Iteration 18Q: 3 clusters Score -667956.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -667980.125000 Penalty: 2567.218750
	Iteration 19Q: 3 clusters Score -667980.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -668001.875000 Penalty: 2567.218750
	Iteration 20F: 3 clusters Score -668001.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -668019.250000 Penalty: 2567.218750
	Iteration 21Q: 3 clusters Score -668019.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -668033.250000 Penalty: 2567.218750
	Iteration 22Q: 3 clusters Score -668033.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -668049.125000 Penalty: 2567.218750
	Iteration 23Q: 3 clusters Score -668049.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -668069.312500 Penalty: 2567.218750
	Iteration 24Q: 3 clusters Score -668069.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -668090.250000 Penalty: 2567.218750
	Iteration 25Q: 3 clusters Score -668090.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -668111.437500 Penalty: 2567.218750
	Iteration 26Q: 3 clusters Score -668111.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -668132.500000 Penalty: 2567.218750
	Iteration 27Q: 3 clusters Score -668132.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -668153.000000 Penalty: 2567.218750
	Iteration 28Q: 3 clusters Score -668153 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -668171.000000 Penalty: 2567.218750
	Iteration 29Q: 3 clusters Score -668171 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -668192.125000 Penalty: 2567.218750
	Iteration 30Q: 3 clusters Score -668192.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -668217.375000 Penalty: 2567.218750
	Iteration 31Q: 3 clusters Score -668217.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -668235.187500 Penalty: 2567.218750
	Iteration 32Q: 3 clusters Score -668235.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -668252.187500 Penalty: 2567.218750
	Iteration 33Q: 3 clusters Score -668252.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -668269.250000 Penalty: 2567.218750
	Iteration 34Q: 3 clusters Score -668269.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -668279.812500 Penalty: 2567.218750
	Iteration 35Q: 3 clusters Score -668279.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -668291.937500 Penalty: 2567.218750
	Iteration 36Q: 3 clusters Score -668291.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -668300.437500 Penalty: 2567.218750
	Iteration 37Q: 3 clusters Score -668300.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -668308.312500 Penalty: 2567.218750
	Iteration 38Q: 3 clusters Score -668308.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -668317.500000 Penalty: 2567.218750
	Iteration 39Q: 3 clusters Score -668317.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -668329.437500 Penalty: 2567.218750
	Iteration 40F: 3 clusters Score -668329.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -668338.500000 Penalty: 2567.218750
	Iteration 41Q: 3 clusters Score -668338.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -668350.937500 Penalty: 2567.218750
	Iteration 42Q: 3 clusters Score -668350.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -668363.000000 Penalty: 2567.218750
	Iteration 43Q: 3 clusters Score -668363 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -668373.375000 Penalty: 2567.218750
	Iteration 44Q: 3 clusters Score -668373.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -668387.500000 Penalty: 2567.218750
	Iteration 45Q: 3 clusters Score -668387.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -668394.625000 Penalty: 2567.218750
	Iteration 46Q: 3 clusters Score -668394.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -668410.000000 Penalty: 2567.218750
	Iteration 47Q: 3 clusters Score -668410 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -668424.750000 Penalty: 2567.218750
	Iteration 48Q: 3 clusters Score -668424.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -668443.625000 Penalty: 2567.218750
	Iteration 49Q: 3 clusters Score -668443.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -668451.000000 Penalty: 2567.218750
	Iteration 50Q: 3 clusters Score -668451 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -668458.125000 Penalty: 2567.218750
	Iteration 51Q: 3 clusters Score -668458.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -668469.000000 Penalty: 2567.218750
	Iteration 52Q: 3 clusters Score -668469 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -668476.812500 Penalty: 2567.218750
	Iteration 53Q: 3 clusters Score -668476.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -668483.875000 Penalty: 2567.218750
	Iteration 54Q: 3 clusters Score -668483.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -668486.812500 Penalty: 2567.218750
	Iteration 55Q: 3 clusters Score -668486.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -668489.500000 Penalty: 2567.218750
	Iteration 56Q: 3 clusters Score -668489.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -668490.687500 Penalty: 2567.218750
	Iteration 57Q: 3 clusters Score -668490.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -668493.187500 Penalty: 2567.218750
	Iteration 58Q: 3 clusters Score -668493.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -668495.312500 Penalty: 2567.218750
	Iteration 59Q: 3 clusters Score -668495.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -668494.875000 Penalty: 2567.218750
	Iteration 60F: 3 clusters Score -668494.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -668497.687500 Penalty: 2567.218750
	Iteration 61Q: 3 clusters Score -668497.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -668498.625000 Penalty: 2567.218750
	Iteration 62Q: 3 clusters Score -668498.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -668500.375000 Penalty: 2567.218750
	Iteration 63Q: 3 clusters Score -668500.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -668501.062500 Penalty: 2567.218750
	Iteration 64Q: 3 clusters Score -668501.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -668501.062500 Penalty: 2567.218750
	Iteration 65F: 3 clusters Score -668501.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Entering Unmasked Estep 
Score: -1007313.437500 Penalty: 1344.022461
	Iteration 0F: 2 clusters Score -1007313 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1001565.625000 Penalty: 2688.044922
	Iteration 0F: 3 clusters Score -1001566 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1003335.375000 Penalty: 2688.044922
	Iteration 1F: 3 clusters Score -1003335 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1003586.937500 Penalty: 2688.044922
	Iteration 2F: 3 clusters Score -1003587 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1003769.000000 Penalty: 2688.044922
	Iteration 3Q: 3 clusters Score -1003769 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1003903.250000 Penalty: 2688.044922
	Iteration 4Q: 3 clusters Score -1003903 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1004017.125000 Penalty: 2688.044922
	Iteration 5Q: 3 clusters Score -1004017 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1004136.125000 Penalty: 2688.044922
	Iteration 6Q: 3 clusters Score -1004136 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1004267.687500 Penalty: 2688.044922
	Iteration 7Q: 3 clusters Score -1004268 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1004420.062500 Penalty: 2688.044922
	Iteration 8Q: 3 clusters Score -1004420 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1004596.312500 Penalty: 2688.044922
	Iteration 9Q: 3 clusters Score -1004596 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1004800.187500 Penalty: 2688.044922
	Iteration 10Q: 3 clusters Score -1004800 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1005064.375000 Penalty: 2688.044922
	Iteration 11Q: 3 clusters Score -1005064 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1005347.187500 Penalty: 2688.044922
	Iteration 12Q: 3 clusters Score -1005347 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1005587.437500 Penalty: 2688.044922
	Iteration 13Q: 3 clusters Score -1005587 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1005766.312500 Penalty: 2688.044922
	Iteration 14Q: 3 clusters Score -1005766 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1005904.812500 Penalty: 2688.044922
	Iteration 15Q: 3 clusters Score -1005905 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1006012.312500 Penalty: 2688.044922
	Iteration 16Q: 3 clusters Score -1006012 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1006082.687500 Penalty: 2688.044922
	Iteration 17Q: 3 clusters Score -1006083 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1006126.750000 Penalty: 2688.044922
	Iteration 18Q: 3 clusters Score -1006127 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1006159.250000 Penalty: 2688.044922
	Iteration 19Q: 3 clusters Score -1006159 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1006180.812500 Penalty: 2688.044922
	Iteration 20F: 3 clusters Score -1006181 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1006205.625000 Penalty: 2688.044922
	Iteration 21Q: 3 clusters Score -1006206 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1006222.937500 Penalty: 2688.044922
	Iteration 22Q: 3 clusters Score -1006223 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1006232.312500 Penalty: 2688.044922
	Iteration 23Q: 3 clusters Score -1006232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1006241.750000 Penalty: 2688.044922
	Iteration 24Q: 3 clusters Score -1006242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1006248.125000 Penalty: 2688.044922
	Iteration 25Q: 3 clusters Score -1006248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1006251.375000 Penalty: 2688.044922
	Iteration 26Q: 3 clusters Score -1006251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1006255.500000 Penalty: 2688.044922
	Iteration 27Q: 3 clusters Score -1006256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1006262.812500 Penalty: 2688.044922
	Iteration 28Q: 3 clusters Score -1006263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1006267.625000 Penalty: 2688.044922
	Iteration 29Q: 3 clusters Score -1006268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1006268.562500 Penalty: 2688.044922
	Iteration 30Q: 3 clusters Score -1006269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1006271.375000 Penalty: 2688.044922
	Iteration 31Q: 3 clusters Score -1006271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1006274.875000 Penalty: 2688.044922
	Iteration 32Q: 3 clusters Score -1006275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1006274.875000 Penalty: 2688.044922
	Iteration 33F: 3 clusters Score -1006275 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Entering Unmasked Estep 
Score: -1178675.500000 Penalty: 1368.310181
	Iteration 0F: 2 clusters Score -1178676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1172002.875000 Penalty: 2736.620361
	Iteration 0F: 3 clusters Score -1172003 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1174114.250000 Penalty: 2736.620361
	Iteration 1F: 3 clusters Score -1174114 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1174424.875000 Penalty: 2736.620361
	Iteration 2F: 3 clusters Score -1174425 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1174638.250000 Penalty: 2736.620361
	Iteration 3F: 3 clusters Score -1174638 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1174824.375000 Penalty: 2736.620361
	Iteration 4Q: 3 clusters Score -1174824 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1174982.250000 Penalty: 2736.620361
	Iteration 5Q: 3 clusters Score -1174982 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1175132.750000 Penalty: 2736.620361
	Iteration 6Q: 3 clusters Score -1175133 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1175295.250000 Penalty: 2736.620361
	Iteration 7Q: 3 clusters Score -1175295 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1175482.000000 Penalty: 2736.620361
	Iteration 8Q: 3 clusters Score -1175482 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1175687.500000 Penalty: 2736.620361
	Iteration 9Q: 3 clusters Score -1175688 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1175916.250000 Penalty: 2736.620361
	Iteration 10Q: 3 clusters Score -1175916 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1176135.375000 Penalty: 2736.620361
	Iteration 11Q: 3 clusters Score -1176135 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1176325.250000 Penalty: 2736.620361
	Iteration 12Q: 3 clusters Score -1176325 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1176519.375000 Penalty: 2736.620361
	Iteration 13Q: 3 clusters Score -1176519 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1176718.875000 Penalty: 2736.620361
	Iteration 14Q: 3 clusters Score -1176719 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1176915.625000 Penalty: 2736.620361
	Iteration 15Q: 3 clusters Score -1176916 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1177095.750000 Penalty: 2736.620361
	Iteration 16Q: 3 clusters Score -1177096 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1177282.375000 Penalty: 2736.620361
	Iteration 17Q: 3 clusters Score -1177282 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1177478.875000 Penalty: 2736.620361
	Iteration 18Q: 3 clusters Score -1177479 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1177630.875000 Penalty: 2736.620361
	Iteration 19Q: 3 clusters Score -1177631 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1177747.750000 Penalty: 2736.620361
	Iteration 20F: 3 clusters Score -1177748 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1177836.500000 Penalty: 2736.620361
	Iteration 21Q: 3 clusters Score -1177836 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1177922.750000 Penalty: 2736.620361
	Iteration 22Q: 3 clusters Score -1177923 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1177997.625000 Penalty: 2736.620361
	Iteration 23Q: 3 clusters Score -1177998 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1178045.625000 Penalty: 2736.620361
	Iteration 24Q: 3 clusters Score -1178046 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1178072.625000 Penalty: 2736.620361
	Iteration 25Q: 3 clusters Score -1178073 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1178101.875000 Penalty: 2736.620361
	Iteration 26Q: 3 clusters Score -1178102 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1178125.125000 Penalty: 2736.620361
	Iteration 27Q: 3 clusters Score -1178125 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1178140.000000 Penalty: 2736.620361
	Iteration 28Q: 3 clusters Score -1178140 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1178148.375000 Penalty: 2736.620361
	Iteration 29Q: 3 clusters Score -1178148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1178152.375000 Penalty: 2736.620361
	Iteration 30Q: 3 clusters Score -1178152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1178154.375000 Penalty: 2736.620361
	Iteration 31Q: 3 clusters Score -1178154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1178161.375000 Penalty: 2736.620361
	Iteration 32Q: 3 clusters Score -1178161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1178164.625000 Penalty: 2736.620361
	Iteration 33Q: 3 clusters Score -1178165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1178167.000000 Penalty: 2736.620361
	Iteration 34Q: 3 clusters Score -1178167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1178171.875000 Penalty: 2736.620361
	Iteration 35Q: 3 clusters Score -1178172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1178176.375000 Penalty: 2736.620361
	Iteration 36Q: 3 clusters Score -1178176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1178176.750000 Penalty: 2736.620361
	Iteration 37Q: 3 clusters Score -1178177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1178180.750000 Penalty: 2736.620361
	Iteration 38Q: 3 clusters Score -1178181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1178181.125000 Penalty: 2736.620361
	Iteration 39Q: 3 clusters Score -1178181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1178181.125000 Penalty: 2736.620361
	Iteration 40F: 3 clusters Score -1178181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Entering Unmasked Estep 
Score: -1178960.250000 Penalty: 1359.524048
	Iteration 0F: 2 clusters Score -1178960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1172690.500000 Penalty: 2719.048096
	Iteration 0F: 3 clusters Score -1172690 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1174728.375000 Penalty: 2719.048096
	Iteration 1F: 3 clusters Score -1174728 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1175002.625000 Penalty: 2719.048096
	Iteration 2F: 3 clusters Score -1175003 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1175186.125000 Penalty: 2719.048096
	Iteration 3Q: 3 clusters Score -1175186 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1175339.125000 Penalty: 2719.048096
	Iteration 4Q: 3 clusters Score -1175339 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1175476.000000 Penalty: 2719.048096
	Iteration 5Q: 3 clusters Score -1175476 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1175599.500000 Penalty: 2719.048096
	Iteration 6Q: 3 clusters Score -1175600 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1175720.625000 Penalty: 2719.048096
	Iteration 7Q: 3 clusters Score -1175721 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1175842.625000 Penalty: 2719.048096
	Iteration 8Q: 3 clusters Score -1175843 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1175966.375000 Penalty: 2719.048096
	Iteration 9Q: 3 clusters Score -1175966 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1176096.000000 Penalty: 2719.048096
	Iteration 10Q: 3 clusters Score -1176096 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1176238.000000 Penalty: 2719.048096
	Iteration 11Q: 3 clusters Score -1176238 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1176429.250000 Penalty: 2719.048096
	Iteration 12Q: 3 clusters Score -1176429 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1176631.500000 Penalty: 2719.048096
	Iteration 13Q: 3 clusters Score -1176632 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1176827.750000 Penalty: 2719.048096
	Iteration 14Q: 3 clusters Score -1176828 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1177024.250000 Penalty: 2719.048096
	Iteration 15Q: 3 clusters Score -1177024 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1177163.500000 Penalty: 2719.048096
	Iteration 16Q: 3 clusters Score -1177164 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1177283.625000 Penalty: 2719.048096
	Iteration 17Q: 3 clusters Score -1177284 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1177388.625000 Penalty: 2719.048096
	Iteration 18Q: 3 clusters Score -1177389 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1177474.250000 Penalty: 2719.048096
	Iteration 19Q: 3 clusters Score -1177474 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1177553.125000 Penalty: 2719.048096
	Iteration 20F: 3 clusters Score -1177553 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1177615.250000 Penalty: 2719.048096
	Iteration 21Q: 3 clusters Score -1177615 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1177669.750000 Penalty: 2719.048096
	Iteration 22Q: 3 clusters Score -1177670 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1177710.000000 Penalty: 2719.048096
	Iteration 23Q: 3 clusters Score -1177710 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1177749.000000 Penalty: 2719.048096
	Iteration 24Q: 3 clusters Score -1177749 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1177793.125000 Penalty: 2719.048096
	Iteration 25Q: 3 clusters Score -1177793 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1177819.625000 Penalty: 2719.048096
	Iteration 26Q: 3 clusters Score -1177820 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1177842.000000 Penalty: 2719.048096
	Iteration 27Q: 3 clusters Score -1177842 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1177856.250000 Penalty: 2719.048096
	Iteration 28Q: 3 clusters Score -1177856 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1177864.500000 Penalty: 2719.048096
	Iteration 29Q: 3 clusters Score -1177864 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1177877.875000 Penalty: 2719.048096
	Iteration 30Q: 3 clusters Score -1177878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1177882.875000 Penalty: 2719.048096
	Iteration 31Q: 3 clusters Score -1177883 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1177887.250000 Penalty: 2719.048096
	Iteration 32Q: 3 clusters Score -1177887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1177896.500000 Penalty: 2719.048096
	Iteration 33Q: 3 clusters Score -1177896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1177900.750000 Penalty: 2719.048096
	Iteration 34Q: 3 clusters Score -1177901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1177903.125000 Penalty: 2719.048096
	Iteration 35Q: 3 clusters Score -1177903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1177908.125000 Penalty: 2719.048096
	Iteration 36Q: 3 clusters Score -1177908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1177910.125000 Penalty: 2719.048096
	Iteration 37Q: 3 clusters Score -1177910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1177920.500000 Penalty: 2719.048096
	Iteration 38Q: 3 clusters Score -1177920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1177923.000000 Penalty: 2719.048096
	Iteration 39Q: 3 clusters Score -1177923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1177924.500000 Penalty: 2719.048096
	Iteration 40F: 3 clusters Score -1177924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1177926.500000 Penalty: 2719.048096
	Iteration 41Q: 3 clusters Score -1177926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1177928.250000 Penalty: 2719.048096
	Iteration 42Q: 3 clusters Score -1177928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1177928.250000 Penalty: 2719.048096
	Iteration 43F: 3 clusters Score -1177928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Entering Unmasked Estep 
Score: -331467.375000 Penalty: 1184.548096
	Iteration 0F: 2 clusters Score -331467.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -329080.218750 Penalty: 2369.096191
	Iteration 0F: 3 clusters Score -329080.2 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -329695.656250 Penalty: 2369.096191
	Iteration 1F: 3 clusters Score -329695.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -329880.625000 Penalty: 2369.096191
	Iteration 2F: 3 clusters Score -329880.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -329999.781250 Penalty: 2369.096191
	Iteration 3Q: 3 clusters Score -329999.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -330115.375000 Penalty: 2369.096191
	Iteration 4Q: 3 clusters Score -330115.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -330239.937500 Penalty: 2369.096191
	Iteration 5Q: 3 clusters Score -330239.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -330331.468750 Penalty: 2369.096191
	Iteration 6Q: 3 clusters Score -330331.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -330406.375000 Penalty: 2369.096191
	Iteration 7Q: 3 clusters Score -330406.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -330496.812500 Penalty: 2369.096191
	Iteration 8Q: 3 clusters Score -330496.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -330606.593750 Penalty: 2369.096191
	Iteration 9Q: 3 clusters Score -330606.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -330729.968750 Penalty: 2369.096191
	Iteration 10Q: 3 clusters Score -330730 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -330840.968750 Penalty: 2369.096191
	Iteration 11Q: 3 clusters Score -330841 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -330943.343750 Penalty: 2369.096191
	Iteration 12Q: 3 clusters Score -330943.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -331052.875000 Penalty: 2369.096191
	Iteration 13Q: 3 clusters Score -331052.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -331144.125000 Penalty: 2369.096191
	Iteration 14Q: 3 clusters Score -331144.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -331209.843750 Penalty: 2369.096191
	Iteration 15Q: 3 clusters Score -331209.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -331248.875000 Penalty: 2369.096191
	Iteration 16Q: 3 clusters Score -331248.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -331270.250000 Penalty: 2369.096191
	Iteration 17Q: 3 clusters Score -331270.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -331286.187500 Penalty: 2369.096191
	Iteration 18Q: 3 clusters Score -331286.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -331294.125000 Penalty: 2369.096191
	Iteration 19Q: 3 clusters Score -331294.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -331300.718750 Penalty: 2369.096191
	Iteration 20F: 3 clusters Score -331300.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -331306.562500 Penalty: 2369.096191
	Iteration 21Q: 3 clusters Score -331306.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -331312.093750 Penalty: 2369.096191
	Iteration 22Q: 3 clusters Score -331312.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -331318.281250 Penalty: 2369.096191
	Iteration 23Q: 3 clusters Score -331318.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -331327.187500 Penalty: 2369.096191
	Iteration 24Q: 3 clusters Score -331327.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -331337.500000 Penalty: 2369.096191
	Iteration 25Q: 3 clusters Score -331337.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -331349.906250 Penalty: 2369.096191
	Iteration 26Q: 3 clusters Score -331349.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -331361.656250 Penalty: 2369.096191
	Iteration 27Q: 3 clusters Score -331361.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -331386.218750 Penalty: 2369.096191
	Iteration 28Q: 3 clusters Score -331386.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -331409.718750 Penalty: 2369.096191
	Iteration 29Q: 3 clusters Score -331409.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -331437.406250 Penalty: 2369.096191
	Iteration 30Q: 3 clusters Score -331437.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -331454.843750 Penalty: 2369.096191
	Iteration 31Q: 3 clusters Score -331454.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -331462.781250 Penalty: 2369.096191
	Iteration 32Q: 3 clusters Score -331462.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -331465.687500 Penalty: 2369.096191
	Iteration 33Q: 3 clusters Score -331465.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -331467.812500 Penalty: 2369.096191
	Iteration 34Q: 3 clusters Score -331467.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -331468.687500 Penalty: 2369.096191
	Iteration 35Q: 3 clusters Score -331468.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -331468.687500 Penalty: 2369.096191
	Iteration 36F: 3 clusters Score -331468.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 72566 members 
Mstep: Class 2 contains 41188 members 
Mstep: Class 3 contains 9100 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 67672 members 
Mstep: Class 6 contains 43631 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 5577 members 
Mstep: Class 9 contains 8370 members 
Mstep: Class 10 contains 9854 members 
Mstep: Class 11 contains 9289 members 
Mstep: Class 12 contains 1637 members 
Mstep: Class 13 contains 10860 members 
Mstep: Class 14 contains 1654 members 
Mstep: Class 15 contains 11861 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24886 members 
Mstep: Class 18 contains 24254 members 
Mstep: Class 19 contains 6218 members 
Mstep: Class 20 contains 35625 members 
Mstep: Class 21 contains 8982 members 
Mstep: Class 22 contains 5951 members 
Mstep: Class 23 contains 22165 members 
Mstep: Class 24 contains 5909 members 
Mstep: Class 25 contains 16273 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 59578 members 
Mstep: Class 28 contains 4779 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35014 members 
Mstep: Class 31 contains 21745 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 83988 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 4338 members 
Mstep: Class 40 contains 1229 members 
Entering Unmasked Estep 
Score: -80992904.000000 Penalty: 79818.773438
Splitting cluster 12 changes total score from -80993816.000000 to -80992904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (10860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Entering Unmasked Estep 
Score: -1309366.625000 Penalty: 1382.774902
	Iteration 0F: 2 clusters Score -1309367 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1302106.125000 Penalty: 2765.549805
	Iteration 0F: 3 clusters Score -1302106 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1304574.625000 Penalty: 2765.549805
	Iteration 1F: 3 clusters Score -1304575 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1305012.250000 Penalty: 2765.549805
	Iteration 2F: 3 clusters Score -1305012 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1305390.500000 Penalty: 2765.549805
	Iteration 3F: 3 clusters Score -1305390 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1305724.250000 Penalty: 2765.549805
	Iteration 4F: 3 clusters Score -1305724 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1306089.125000 Penalty: 2765.549805
	Iteration 5F: 3 clusters Score -1306089 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1306540.000000 Penalty: 2765.549805
	Iteration 6F: 3 clusters Score -1306540 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1307076.125000 Penalty: 2765.549805
	Iteration 7F: 3 clusters Score -1307076 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1307556.000000 Penalty: 2765.549805
	Iteration 8F: 3 clusters Score -1307556 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1307952.125000 Penalty: 2765.549805
	Iteration 9Q: 3 clusters Score -1307952 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1308268.875000 Penalty: 2765.549805
	Iteration 10Q: 3 clusters Score -1308269 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1308500.250000 Penalty: 2765.549805
	Iteration 11Q: 3 clusters Score -1308500 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1308666.750000 Penalty: 2765.549805
	Iteration 12Q: 3 clusters Score -1308667 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1308804.000000 Penalty: 2765.549805
	Iteration 13Q: 3 clusters Score -1308804 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1308893.750000 Penalty: 2765.549805
	Iteration 14Q: 3 clusters Score -1308894 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1308957.250000 Penalty: 2765.549805
	Iteration 15Q: 3 clusters Score -1308957 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1309020.125000 Penalty: 2765.549805
	Iteration 16Q: 3 clusters Score -1309020 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1309073.750000 Penalty: 2765.549805
	Iteration 17Q: 3 clusters Score -1309074 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1309114.500000 Penalty: 2765.549805
	Iteration 18Q: 3 clusters Score -1309114 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1309146.500000 Penalty: 2765.549805
	Iteration 19Q: 3 clusters Score -1309146 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1309175.625000 Penalty: 2765.549805
	Iteration 20F: 3 clusters Score -1309176 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1309203.250000 Penalty: 2765.549805
	Iteration 21Q: 3 clusters Score -1309203 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1309229.125000 Penalty: 2765.549805
	Iteration 22Q: 3 clusters Score -1309229 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1309263.375000 Penalty: 2765.549805
	Iteration 23Q: 3 clusters Score -1309263 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1309286.875000 Penalty: 2765.549805
	Iteration 24Q: 3 clusters Score -1309287 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1309307.875000 Penalty: 2765.549805
	Iteration 25Q: 3 clusters Score -1309308 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1309321.125000 Penalty: 2765.549805
	Iteration 26Q: 3 clusters Score -1309321 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1309333.750000 Penalty: 2765.549805
	Iteration 27Q: 3 clusters Score -1309334 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1309343.625000 Penalty: 2765.549805
	Iteration 28Q: 3 clusters Score -1309344 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1309352.250000 Penalty: 2765.549805
	Iteration 29Q: 3 clusters Score -1309352 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1309360.750000 Penalty: 2765.549805
	Iteration 30Q: 3 clusters Score -1309361 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1309366.125000 Penalty: 2765.549805
	Iteration 31Q: 3 clusters Score -1309366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1309370.250000 Penalty: 2765.549805
	Iteration 32Q: 3 clusters Score -1309370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1309378.750000 Penalty: 2765.549805
	Iteration 33Q: 3 clusters Score -1309379 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1309389.375000 Penalty: 2765.549805
	Iteration 34Q: 3 clusters Score -1309389 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1309397.875000 Penalty: 2765.549805
	Iteration 35Q: 3 clusters Score -1309398 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1309406.125000 Penalty: 2765.549805
	Iteration 36Q: 3 clusters Score -1309406 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1309413.125000 Penalty: 2765.549805
	Iteration 37Q: 3 clusters Score -1309413 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1309420.875000 Penalty: 2765.549805
	Iteration 38Q: 3 clusters Score -1309421 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1309428.375000 Penalty: 2765.549805
	Iteration 39Q: 3 clusters Score -1309428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1309434.625000 Penalty: 2765.549805
	Iteration 40F: 3 clusters Score -1309435 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1309458.625000 Penalty: 2765.549805
	Iteration 41Q: 3 clusters Score -1309459 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1309476.875000 Penalty: 2765.549805
	Iteration 42Q: 3 clusters Score -1309477 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1309492.875000 Penalty: 2765.549805
	Iteration 43Q: 3 clusters Score -1309493 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1309500.500000 Penalty: 2765.549805
	Iteration 44Q: 3 clusters Score -1309500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1309500.500000 Penalty: 2765.549805
	Iteration 45Q: 3 clusters Score -1309500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1309504.000000 Penalty: 2765.549805
	Iteration 46Q: 3 clusters Score -1309504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1309507.500000 Penalty: 2765.549805
	Iteration 47Q: 3 clusters Score -1309508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1309506.125000 Penalty: 2765.549805
	Iteration 48Q: 3 clusters Score -1309506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1309506.125000 Penalty: 2765.549805
	Iteration 49F: 3 clusters Score -1309506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 72566 members 
Mstep: Class 2 contains 41188 members 
Mstep: Class 3 contains 9100 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 67672 members 
Mstep: Class 6 contains 43631 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 5577 members 
Mstep: Class 9 contains 8370 members 
Mstep: Class 10 contains 9854 members 
Mstep: Class 11 contains 9289 members 
Mstep: Class 12 contains 2866 members 
Mstep: Class 13 contains 9896 members 
Mstep: Class 14 contains 1654 members 
Mstep: Class 15 contains 11861 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24886 members 
Mstep: Class 18 contains 24254 members 
Mstep: Class 19 contains 6218 members 
Mstep: Class 20 contains 35625 members 
Mstep: Class 21 contains 8982 members 
Mstep: Class 22 contains 5951 members 
Mstep: Class 23 contains 22165 members 
Mstep: Class 24 contains 5909 members 
Mstep: Class 25 contains 16273 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 59578 members 
Mstep: Class 28 contains 4779 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35014 members 
Mstep: Class 31 contains 21745 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 83988 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 4338 members 
Mstep: Class 40 contains 964 members 
Entering Unmasked Estep 
Score: -80993232.000000 Penalty: 79818.773438
Splitting cluster 13 changes total score from -80993816.000000 to -80993232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (1654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Entering Unmasked Estep 
Score: -189900.671875 Penalty: 1102.749634
	Iteration 0F: 2 clusters Score -189900.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -188251.953125 Penalty: 2205.499268
	Iteration 0F: 3 clusters Score -188252 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -188661.234375 Penalty: 2205.499268
	Iteration 1F: 3 clusters Score -188661.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -188791.578125 Penalty: 2205.499268
	Iteration 2F: 3 clusters Score -188791.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -188849.140625 Penalty: 2205.499268
	Iteration 3Q: 3 clusters Score -188849.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -188868.109375 Penalty: 2205.499268
	Iteration 4Q: 3 clusters Score -188868.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -188884.500000 Penalty: 2205.499268
	Iteration 5Q: 3 clusters Score -188884.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -188897.953125 Penalty: 2205.499268
	Iteration 6Q: 3 clusters Score -188898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -188907.562500 Penalty: 2205.499268
	Iteration 7Q: 3 clusters Score -188907.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -188915.656250 Penalty: 2205.499268
	Iteration 8Q: 3 clusters Score -188915.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -188917.453125 Penalty: 2205.499268
	Iteration 9Q: 3 clusters Score -188917.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -188918.890625 Penalty: 2205.499268
	Iteration 10Q: 3 clusters Score -188918.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -188920.562500 Penalty: 2205.499268
	Iteration 11Q: 3 clusters Score -188920.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -188920.562500 Penalty: 2205.499268
	Iteration 12F: 3 clusters Score -188920.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Entering Unmasked Estep 
Score: -1503255.500000 Penalty: 1395.894409
	Iteration 0F: 2 clusters Score -1503256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1495342.500000 Penalty: 2791.788818
	Iteration 0F: 3 clusters Score -1495342 nChanged 4949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1497887.375000 Penalty: 2791.788818
	Iteration 1F: 3 clusters Score -1497887 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1498226.625000 Penalty: 2791.788818
	Iteration 2F: 3 clusters Score -1498227 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1498456.875000 Penalty: 2791.788818
	Iteration 3F: 3 clusters Score -1498457 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1498604.000000 Penalty: 2791.788818
	Iteration 4Q: 3 clusters Score -1498604 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1498726.625000 Penalty: 2791.788818
	Iteration 5Q: 3 clusters Score -1498727 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1498852.125000 Penalty: 2791.788818
	Iteration 6Q: 3 clusters Score -1498852 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1498978.250000 Penalty: 2791.788818
	Iteration 7Q: 3 clusters Score -1498978 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1499103.500000 Penalty: 2791.788818
	Iteration 8Q: 3 clusters Score -1499104 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1499231.375000 Penalty: 2791.788818
	Iteration 9Q: 3 clusters Score -1499231 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1499360.500000 Penalty: 2791.788818
	Iteration 10Q: 3 clusters Score -1499360 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1499547.125000 Penalty: 2791.788818
	Iteration 11Q: 3 clusters Score -1499547 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1499796.625000 Penalty: 2791.788818
	Iteration 12Q: 3 clusters Score -1499797 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1500084.500000 Penalty: 2791.788818
	Iteration 13Q: 3 clusters Score -1500084 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1500397.125000 Penalty: 2791.788818
	Iteration 14Q: 3 clusters Score -1500397 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1500745.125000 Penalty: 2791.788818
	Iteration 15Q: 3 clusters Score -1500745 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1501100.750000 Penalty: 2791.788818
	Iteration 16Q: 3 clusters Score -1501101 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -1501393.750000 Penalty: 2791.788818
	Iteration 17Q: 3 clusters Score -1501394 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1501606.125000 Penalty: 2791.788818
	Iteration 18Q: 3 clusters Score -1501606 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -1501783.125000 Penalty: 2791.788818
	Iteration 19Q: 3 clusters Score -1501783 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -1501902.750000 Penalty: 2791.788818
	Iteration 20F: 3 clusters Score -1501903 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -1501980.625000 Penalty: 2791.788818
	Iteration 21Q: 3 clusters Score -1501981 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -1502031.125000 Penalty: 2791.788818
	Iteration 22Q: 3 clusters Score -1502031 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -1502051.000000 Penalty: 2791.788818
	Iteration 23Q: 3 clusters Score -1502051 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -1502074.125000 Penalty: 2791.788818
	Iteration 24Q: 3 clusters Score -1502074 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -1502094.500000 Penalty: 2791.788818
	Iteration 25Q: 3 clusters Score -1502094 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -1502109.875000 Penalty: 2791.788818
	Iteration 26Q: 3 clusters Score -1502110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -1502121.875000 Penalty: 2791.788818
	Iteration 27Q: 3 clusters Score -1502122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -1502131.875000 Penalty: 2791.788818
	Iteration 28Q: 3 clusters Score -1502132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -1502135.250000 Penalty: 2791.788818
	Iteration 29Q: 3 clusters Score -1502135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1502140.125000 Penalty: 2791.788818
	Iteration 30Q: 3 clusters Score -1502140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -1502143.125000 Penalty: 2791.788818
	Iteration 31Q: 3 clusters Score -1502143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -1502143.125000 Penalty: 2791.788818
	Iteration 32F: 3 clusters Score -1502143 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Entering Unmasked Estep 
Score: -13132.311523 Penalty: 781.538330
	Iteration 0F: 2 clusters Score -13132.31 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 105 members 
Entering Unmasked Estep 
Score: -12652.847656 Penalty: 1563.076660
	Iteration 0F: 3 clusters Score -12652.85 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -12745.945312 Penalty: 1563.076660
	Iteration 1F: 3 clusters Score -12745.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -12809.720703 Penalty: 1563.076660
	Iteration 2Q: 3 clusters Score -12809.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -12869.627930 Penalty: 1563.076660
	Iteration 3Q: 3 clusters Score -12869.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -12870.386719 Penalty: 1563.076660
	Iteration 4Q: 3 clusters Score -12870.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -12872.914062 Penalty: 1563.076660
	Iteration 5Q: 3 clusters Score -12872.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -12884.474609 Penalty: 1563.076660
	Iteration 6Q: 3 clusters Score -12884.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -12884.474609 Penalty: 1563.076660
	Iteration 7F: 3 clusters Score -12884.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (24886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24886 members 
Entering Unmasked Estep 
Score: -2914945.250000 Penalty: 1506.162720
	Iteration 0F: 2 clusters Score -2914945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -2898795.250000 Penalty: 3012.325439
	Iteration 0F: 3 clusters Score -2898795 nChanged 11069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -2904757.750000 Penalty: 3012.325439
	Iteration 1F: 3 clusters Score -2904758 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -2905277.750000 Penalty: 3012.325439
	Iteration 2F: 3 clusters Score -2905278 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -2905802.000000 Penalty: 3012.325439
	Iteration 3Q: 3 clusters Score -2905802 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -2906411.000000 Penalty: 3012.325439
	Iteration 4Q: 3 clusters Score -2906411 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -2907171.750000 Penalty: 3012.325439
	Iteration 5F: 3 clusters Score -2907172 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -2908184.750000 Penalty: 3012.325439
	Iteration 6F: 3 clusters Score -2908185 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -2909372.000000 Penalty: 3012.325439
	Iteration 7F: 3 clusters Score -2909372 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -2910659.000000 Penalty: 3012.325439
	Iteration 8F: 3 clusters Score -2910659 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22467 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -2911800.500000 Penalty: 3012.325439
	Iteration 9F: 3 clusters Score -2911800 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23381 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2912591.000000 Penalty: 3012.325439
	Iteration 10Q: 3 clusters Score -2912591 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23948 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2913108.250000 Penalty: 3012.325439
	Iteration 11Q: 3 clusters Score -2913108 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24237 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2913380.000000 Penalty: 3012.325439
	Iteration 12Q: 3 clusters Score -2913380 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2913509.000000 Penalty: 3012.325439
	Iteration 13Q: 3 clusters Score -2913509 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24448 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2913584.000000 Penalty: 3012.325439
	Iteration 14Q: 3 clusters Score -2913584 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24487 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2913631.750000 Penalty: 3012.325439
	Iteration 15Q: 3 clusters Score -2913632 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24513 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2913673.500000 Penalty: 3012.325439
	Iteration 16Q: 3 clusters Score -2913674 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24524 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2913700.000000 Penalty: 3012.325439
	Iteration 17Q: 3 clusters Score -2913700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24529 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2913714.750000 Penalty: 3012.325439
	Iteration 18Q: 3 clusters Score -2913715 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24534 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2913720.750000 Penalty: 3012.325439
	Iteration 19Q: 3 clusters Score -2913721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24541 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2913731.500000 Penalty: 3012.325439
	Iteration 20F: 3 clusters Score -2913732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24548 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2913744.750000 Penalty: 3012.325439
	Iteration 21Q: 3 clusters Score -2913745 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24555 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2913749.500000 Penalty: 3012.325439
	Iteration 22Q: 3 clusters Score -2913750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24562 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2913759.000000 Penalty: 3012.325439
	Iteration 23Q: 3 clusters Score -2913759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24563 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2913761.000000 Penalty: 3012.325439
	Iteration 24Q: 3 clusters Score -2913761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24564 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2913758.250000 Penalty: 3012.325439
	Iteration 25Q: 3 clusters Score -2913758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24565 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2913759.750000 Penalty: 3012.325439
	Iteration 26Q: 3 clusters Score -2913760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2913762.250000 Penalty: 3012.325439
	Iteration 27Q: 3 clusters Score -2913762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24567 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2913765.000000 Penalty: 3012.325439
	Iteration 28Q: 3 clusters Score -2913765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24569 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2913768.250000 Penalty: 3012.325439
	Iteration 29Q: 3 clusters Score -2913768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24568 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2913766.500000 Penalty: 3012.325439
	Iteration 30Q: 3 clusters Score -2913766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24568 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2913766.500000 Penalty: 3012.325439
	Iteration 31F: 3 clusters Score -2913766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (24254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24254 members 
Entering Unmasked Estep 
Score: -3027211.500000 Penalty: 1502.334839
	Iteration 0F: 2 clusters Score -3027212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -3011324.500000 Penalty: 3004.669678
	Iteration 0F: 3 clusters Score -3011324 nChanged 10838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -3017029.750000 Penalty: 3004.669678
	Iteration 1F: 3 clusters Score -3017030 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -3017388.750000 Penalty: 3004.669678
	Iteration 2Q: 3 clusters Score -3017389 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -3017698.500000 Penalty: 3004.669678
	Iteration 3Q: 3 clusters Score -3017698 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -3017994.250000 Penalty: 3004.669678
	Iteration 4Q: 3 clusters Score -3017994 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -3018257.250000 Penalty: 3004.669678
	Iteration 5Q: 3 clusters Score -3018257 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -3018512.250000 Penalty: 3004.669678
	Iteration 6Q: 3 clusters Score -3018512 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -3018822.000000 Penalty: 3004.669678
	Iteration 7Q: 3 clusters Score -3018822 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -3019256.750000 Penalty: 3004.669678
	Iteration 8Q: 3 clusters Score -3019257 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -3019827.750000 Penalty: 3004.669678
	Iteration 9Q: 3 clusters Score -3019828 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -3020620.250000 Penalty: 3004.669678
	Iteration 10F: 3 clusters Score -3020620 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -3021793.750000 Penalty: 3004.669678
	Iteration 11F: 3 clusters Score -3021794 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -3023117.500000 Penalty: 3004.669678
	Iteration 12F: 3 clusters Score -3023118 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22382 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -3024281.500000 Penalty: 3004.669678
	Iteration 13F: 3 clusters Score -3024282 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23219 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -3025080.000000 Penalty: 3004.669678
	Iteration 14Q: 3 clusters Score -3025080 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23648 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -3025520.750000 Penalty: 3004.669678
	Iteration 15Q: 3 clusters Score -3025521 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -3025795.000000 Penalty: 3004.669678
	Iteration 16Q: 3 clusters Score -3025795 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -3025900.000000 Penalty: 3004.669678
	Iteration 17Q: 3 clusters Score -3025900 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23950 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -3025953.750000 Penalty: 3004.669678
	Iteration 18Q: 3 clusters Score -3025954 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23961 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -3025979.750000 Penalty: 3004.669678
	Iteration 19Q: 3 clusters Score -3025980 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23975 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -3026004.750000 Penalty: 3004.669678
	Iteration 20F: 3 clusters Score -3026005 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23981 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -3026012.750000 Penalty: 3004.669678
	Iteration 21Q: 3 clusters Score -3026013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23980 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -3026017.750000 Penalty: 3004.669678
	Iteration 22Q: 3 clusters Score -3026018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23981 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -3026018.750000 Penalty: 3004.669678
	Iteration 23Q: 3 clusters Score -3026019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23982 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -3026019.000000 Penalty: 3004.669678
	Iteration 24Q: 3 clusters Score -3026019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23983 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -3026019.000000 Penalty: 3004.669678
	Iteration 25Q: 3 clusters Score -3026019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23985 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -3026021.750000 Penalty: 3004.669678
	Iteration 26Q: 3 clusters Score -3026022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23986 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -3026026.750000 Penalty: 3004.669678
	Iteration 27Q: 3 clusters Score -3026027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23986 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -3026026.750000 Penalty: 3004.669678
	Iteration 28F: 3 clusters Score -3026027 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Entering Unmasked Estep 
Score: -746366.875000 Penalty: 1299.798340
	Iteration 0F: 2 clusters Score -746366.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -741988.687500 Penalty: 2599.596680
	Iteration 0F: 3 clusters Score -741988.7 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -743281.562500 Penalty: 2599.596680
	Iteration 1F: 3 clusters Score -743281.6 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -743524.375000 Penalty: 2599.596680
	Iteration 2F: 3 clusters Score -743524.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -743663.687500 Penalty: 2599.596680
	Iteration 3Q: 3 clusters Score -743663.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -743748.687500 Penalty: 2599.596680
	Iteration 4Q: 3 clusters Score -743748.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -743805.812500 Penalty: 2599.596680
	Iteration 5Q: 3 clusters Score -743805.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -743849.812500 Penalty: 2599.596680
	Iteration 6Q: 3 clusters Score -743849.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -743884.875000 Penalty: 2599.596680
	Iteration 7Q: 3 clusters Score -743884.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -743915.250000 Penalty: 2599.596680
	Iteration 8Q: 3 clusters Score -743915.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -743948.562500 Penalty: 2599.596680
	Iteration 9Q: 3 clusters Score -743948.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -743972.250000 Penalty: 2599.596680
	Iteration 10Q: 3 clusters Score -743972.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -743997.187500 Penalty: 2599.596680
	Iteration 11Q: 3 clusters Score -743997.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -744022.875000 Penalty: 2599.596680
	Iteration 12Q: 3 clusters Score -744022.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -744050.500000 Penalty: 2599.596680
	Iteration 13Q: 3 clusters Score -744050.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -744080.062500 Penalty: 2599.596680
	Iteration 14Q: 3 clusters Score -744080.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -744107.875000 Penalty: 2599.596680
	Iteration 15Q: 3 clusters Score -744107.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -744140.250000 Penalty: 2599.596680
	Iteration 16Q: 3 clusters Score -744140.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -744172.187500 Penalty: 2599.596680
	Iteration 17Q: 3 clusters Score -744172.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -744201.937500 Penalty: 2599.596680
	Iteration 18Q: 3 clusters Score -744201.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -744229.562500 Penalty: 2599.596680
	Iteration 19Q: 3 clusters Score -744229.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -744257.437500 Penalty: 2599.596680
	Iteration 20F: 3 clusters Score -744257.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -744295.875000 Penalty: 2599.596680
	Iteration 21Q: 3 clusters Score -744295.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -744349.062500 Penalty: 2599.596680
	Iteration 22Q: 3 clusters Score -744349.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -744404.625000 Penalty: 2599.596680
	Iteration 23Q: 3 clusters Score -744404.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -744472.125000 Penalty: 2599.596680
	Iteration 24Q: 3 clusters Score -744472.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -744546.312500 Penalty: 2599.596680
	Iteration 25Q: 3 clusters Score -744546.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -744604.625000 Penalty: 2599.596680
	Iteration 26Q: 3 clusters Score -744604.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -744676.062500 Penalty: 2599.596680
	Iteration 27Q: 3 clusters Score -744676.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -744746.437500 Penalty: 2599.596680
	Iteration 28Q: 3 clusters Score -744746.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -744814.312500 Penalty: 2599.596680
	Iteration 29Q: 3 clusters Score -744814.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -744882.375000 Penalty: 2599.596680
	Iteration 30Q: 3 clusters Score -744882.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -744947.312500 Penalty: 2599.596680
	Iteration 31Q: 3 clusters Score -744947.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -745009.812500 Penalty: 2599.596680
	Iteration 32Q: 3 clusters Score -745009.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -745073.750000 Penalty: 2599.596680
	Iteration 33Q: 3 clusters Score -745073.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -745111.562500 Penalty: 2599.596680
	Iteration 34Q: 3 clusters Score -745111.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -745134.437500 Penalty: 2599.596680
	Iteration 35Q: 3 clusters Score -745134.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -745152.750000 Penalty: 2599.596680
	Iteration 36Q: 3 clusters Score -745152.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -745166.687500 Penalty: 2599.596680
	Iteration 37Q: 3 clusters Score -745166.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -745182.937500 Penalty: 2599.596680
	Iteration 38Q: 3 clusters Score -745182.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -745193.125000 Penalty: 2599.596680
	Iteration 39Q: 3 clusters Score -745193.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -745205.375000 Penalty: 2599.596680
	Iteration 40F: 3 clusters Score -745205.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -745219.375000 Penalty: 2599.596680
	Iteration 41Q: 3 clusters Score -745219.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -745234.375000 Penalty: 2599.596680
	Iteration 42Q: 3 clusters Score -745234.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -745250.687500 Penalty: 2599.596680
	Iteration 43Q: 3 clusters Score -745250.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -745265.250000 Penalty: 2599.596680
	Iteration 44Q: 3 clusters Score -745265.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -745272.812500 Penalty: 2599.596680
	Iteration 45Q: 3 clusters Score -745272.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -745277.125000 Penalty: 2599.596680
	Iteration 46Q: 3 clusters Score -745277.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -745279.687500 Penalty: 2599.596680
	Iteration 47Q: 3 clusters Score -745279.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -745284.250000 Penalty: 2599.596680
	Iteration 48Q: 3 clusters Score -745284.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -745286.187500 Penalty: 2599.596680
	Iteration 49Q: 3 clusters Score -745286.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -745286.937500 Penalty: 2599.596680
	Iteration 50Q: 3 clusters Score -745286.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -745288.062500 Penalty: 2599.596680
	Iteration 51Q: 3 clusters Score -745288.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -745288.062500 Penalty: 2599.596680
	Iteration 52F: 3 clusters Score -745288.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (35625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35625 members 
Entering Unmasked Estep 
Score: -4475975.000000 Penalty: 1559.543457
	Iteration 0F: 2 clusters Score -4475975 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -4452745.000000 Penalty: 3119.086914
	Iteration 0F: 3 clusters Score -4452745 nChanged 16275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -4461600.000000 Penalty: 3119.086914
	Iteration 1F: 3 clusters Score -4461600 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -4462059.000000 Penalty: 3119.086914
	Iteration 2Q: 3 clusters Score -4462059 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -4462468.000000 Penalty: 3119.086914
	Iteration 3Q: 3 clusters Score -4462468 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -4462861.500000 Penalty: 3119.086914
	Iteration 4Q: 3 clusters Score -4462862 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -4463301.000000 Penalty: 3119.086914
	Iteration 5Q: 3 clusters Score -4463301 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 21713 members 
Entering Unmasked Estep 
Score: -4463831.000000 Penalty: 3119.086914
	Iteration 6Q: 3 clusters Score -4463831 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 23183 members 
Entering Unmasked Estep 
Score: -4464576.000000 Penalty: 3119.086914
	Iteration 7Q: 3 clusters Score -4464576 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -4465702.500000 Penalty: 3119.086914
	Iteration 8F: 3 clusters Score -4465702 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 27360 members 
Entering Unmasked Estep 
Score: -4467402.500000 Penalty: 3119.086914
	Iteration 9F: 3 clusters Score -4467402 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 29924 members 
Entering Unmasked Estep 
Score: -4469500.000000 Penalty: 3119.086914
	Iteration 10F: 3 clusters Score -4469500 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 32354 members 
Entering Unmasked Estep 
Score: -4471696.000000 Penalty: 3119.086914
	Iteration 11F: 3 clusters Score -4471696 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 34033 members 
Entering Unmasked Estep 
Score: -4473252.500000 Penalty: 3119.086914
	Iteration 12Q: 3 clusters Score -4473252 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 34887 members 
Entering Unmasked Estep 
Score: -4474076.000000 Penalty: 3119.086914
	Iteration 13Q: 3 clusters Score -4474076 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 35202 members 
Entering Unmasked Estep 
Score: -4474393.500000 Penalty: 3119.086914
	Iteration 14Q: 3 clusters Score -4474394 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 35317 members 
Entering Unmasked Estep 
Score: -4474535.500000 Penalty: 3119.086914
	Iteration 15Q: 3 clusters Score -4474536 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 35363 members 
Entering Unmasked Estep 
Score: -4474599.000000 Penalty: 3119.086914
	Iteration 16Q: 3 clusters Score -4474599 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 35385 members 
Entering Unmasked Estep 
Score: -4474639.000000 Penalty: 3119.086914
	Iteration 17Q: 3 clusters Score -4474639 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 35402 members 
Entering Unmasked Estep 
Score: -4474671.500000 Penalty: 3119.086914
	Iteration 18Q: 3 clusters Score -4474672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 35410 members 
Entering Unmasked Estep 
Score: -4474691.500000 Penalty: 3119.086914
	Iteration 19Q: 3 clusters Score -4474692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 35416 members 
Entering Unmasked Estep 
Score: -4474704.500000 Penalty: 3119.086914
	Iteration 20F: 3 clusters Score -4474704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 35419 members 
Entering Unmasked Estep 
Score: -4474709.000000 Penalty: 3119.086914
	Iteration 21Q: 3 clusters Score -4474709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 35420 members 
Entering Unmasked Estep 
Score: -4474708.500000 Penalty: 3119.086914
	Iteration 22Q: 3 clusters Score -4474708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 35421 members 
Entering Unmasked Estep 
Score: -4474717.000000 Penalty: 3119.086914
	Iteration 23Q: 3 clusters Score -4474717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 35421 members 
Entering Unmasked Estep 
Score: -4474717.000000 Penalty: 3119.086914
	Iteration 24F: 3 clusters Score -4474717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Entering Unmasked Estep 
Score: -1135835.500000 Penalty: 1354.523071
	Iteration 0F: 2 clusters Score -1135836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1129644.750000 Penalty: 2709.046143
	Iteration 0F: 3 clusters Score -1129645 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1131670.500000 Penalty: 2709.046143
	Iteration 1F: 3 clusters Score -1131670 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1131923.250000 Penalty: 2709.046143
	Iteration 2F: 3 clusters Score -1131923 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1132075.125000 Penalty: 2709.046143
	Iteration 3Q: 3 clusters Score -1132075 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1132185.875000 Penalty: 2709.046143
	Iteration 4Q: 3 clusters Score -1132186 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1132278.875000 Penalty: 2709.046143
	Iteration 5Q: 3 clusters Score -1132279 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1132351.875000 Penalty: 2709.046143
	Iteration 6Q: 3 clusters Score -1132352 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1132426.250000 Penalty: 2709.046143
	Iteration 7Q: 3 clusters Score -1132426 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1132490.125000 Penalty: 2709.046143
	Iteration 8Q: 3 clusters Score -1132490 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1132554.375000 Penalty: 2709.046143
	Iteration 9Q: 3 clusters Score -1132554 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1132614.625000 Penalty: 2709.046143
	Iteration 10Q: 3 clusters Score -1132615 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1132696.125000 Penalty: 2709.046143
	Iteration 11Q: 3 clusters Score -1132696 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1132790.625000 Penalty: 2709.046143
	Iteration 12Q: 3 clusters Score -1132791 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1132910.375000 Penalty: 2709.046143
	Iteration 13Q: 3 clusters Score -1132910 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1133077.250000 Penalty: 2709.046143
	Iteration 14Q: 3 clusters Score -1133077 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1133285.625000 Penalty: 2709.046143
	Iteration 15Q: 3 clusters Score -1133286 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1133507.250000 Penalty: 2709.046143
	Iteration 16Q: 3 clusters Score -1133507 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1133735.625000 Penalty: 2709.046143
	Iteration 17Q: 3 clusters Score -1133736 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1133936.750000 Penalty: 2709.046143
	Iteration 18Q: 3 clusters Score -1133937 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1134101.000000 Penalty: 2709.046143
	Iteration 19Q: 3 clusters Score -1134101 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1134257.250000 Penalty: 2709.046143
	Iteration 20F: 3 clusters Score -1134257 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1134376.000000 Penalty: 2709.046143
	Iteration 21Q: 3 clusters Score -1134376 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1134471.375000 Penalty: 2709.046143
	Iteration 22Q: 3 clusters Score -1134471 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1134534.875000 Penalty: 2709.046143
	Iteration 23Q: 3 clusters Score -1134535 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1134573.125000 Penalty: 2709.046143
	Iteration 24Q: 3 clusters Score -1134573 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1134606.500000 Penalty: 2709.046143
	Iteration 25Q: 3 clusters Score -1134606 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1134634.375000 Penalty: 2709.046143
	Iteration 26Q: 3 clusters Score -1134634 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1134657.375000 Penalty: 2709.046143
	Iteration 27Q: 3 clusters Score -1134657 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1134682.250000 Penalty: 2709.046143
	Iteration 28Q: 3 clusters Score -1134682 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1134697.250000 Penalty: 2709.046143
	Iteration 29Q: 3 clusters Score -1134697 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1134709.750000 Penalty: 2709.046143
	Iteration 30Q: 3 clusters Score -1134710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1134720.375000 Penalty: 2709.046143
	Iteration 31Q: 3 clusters Score -1134720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1134726.125000 Penalty: 2709.046143
	Iteration 32Q: 3 clusters Score -1134726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1134736.000000 Penalty: 2709.046143
	Iteration 33Q: 3 clusters Score -1134736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1134740.375000 Penalty: 2709.046143
	Iteration 34Q: 3 clusters Score -1134740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1134746.875000 Penalty: 2709.046143
	Iteration 35Q: 3 clusters Score -1134747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1134750.000000 Penalty: 2709.046143
	Iteration 36Q: 3 clusters Score -1134750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1134752.625000 Penalty: 2709.046143
	Iteration 37Q: 3 clusters Score -1134753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1134754.750000 Penalty: 2709.046143
	Iteration 38Q: 3 clusters Score -1134755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1134755.125000 Penalty: 2709.046143
	Iteration 39Q: 3 clusters Score -1134755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1134755.125000 Penalty: 2709.046143
	Iteration 40F: 3 clusters Score -1134755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Entering Unmasked Estep 
Score: -712224.000000 Penalty: 1293.267700
	Iteration 0F: 2 clusters Score -712224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -707990.687500 Penalty: 2586.535400
	Iteration 0F: 3 clusters Score -707990.7 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -709322.875000 Penalty: 2586.535400
	Iteration 1F: 3 clusters Score -709322.9 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -709624.125000 Penalty: 2586.535400
	Iteration 2F: 3 clusters Score -709624.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -709855.812500 Penalty: 2586.535400
	Iteration 3F: 3 clusters Score -709855.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -710025.562500 Penalty: 2586.535400
	Iteration 4F: 3 clusters Score -710025.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -710171.750000 Penalty: 2586.535400
	Iteration 5Q: 3 clusters Score -710171.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -710327.437500 Penalty: 2586.535400
	Iteration 6Q: 3 clusters Score -710327.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -710470.562500 Penalty: 2586.535400
	Iteration 7Q: 3 clusters Score -710470.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -710592.562500 Penalty: 2586.535400
	Iteration 8Q: 3 clusters Score -710592.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -710686.000000 Penalty: 2586.535400
	Iteration 9Q: 3 clusters Score -710686 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -710780.250000 Penalty: 2586.535400
	Iteration 10Q: 3 clusters Score -710780.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -710884.437500 Penalty: 2586.535400
	Iteration 11Q: 3 clusters Score -710884.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -710974.000000 Penalty: 2586.535400
	Iteration 12Q: 3 clusters Score -710974 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -711045.812500 Penalty: 2586.535400
	Iteration 13Q: 3 clusters Score -711045.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -711114.875000 Penalty: 2586.535400
	Iteration 14Q: 3 clusters Score -711114.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -711169.187500 Penalty: 2586.535400
	Iteration 15Q: 3 clusters Score -711169.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -711216.875000 Penalty: 2586.535400
	Iteration 16Q: 3 clusters Score -711216.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -711251.562500 Penalty: 2586.535400
	Iteration 17Q: 3 clusters Score -711251.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -711279.000000 Penalty: 2586.535400
	Iteration 18Q: 3 clusters Score -711279 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -711300.250000 Penalty: 2586.535400
	Iteration 19Q: 3 clusters Score -711300.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -711323.250000 Penalty: 2586.535400
	Iteration 20F: 3 clusters Score -711323.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -711346.625000 Penalty: 2586.535400
	Iteration 21Q: 3 clusters Score -711346.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -711363.937500 Penalty: 2586.535400
	Iteration 22Q: 3 clusters Score -711363.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -711380.125000 Penalty: 2586.535400
	Iteration 23Q: 3 clusters Score -711380.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -711401.625000 Penalty: 2586.535400
	Iteration 24Q: 3 clusters Score -711401.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -711421.000000 Penalty: 2586.535400
	Iteration 25Q: 3 clusters Score -711421 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -711433.687500 Penalty: 2586.535400
	Iteration 26Q: 3 clusters Score -711433.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -711447.125000 Penalty: 2586.535400
	Iteration 27Q: 3 clusters Score -711447.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -711458.937500 Penalty: 2586.535400
	Iteration 28Q: 3 clusters Score -711458.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -711469.812500 Penalty: 2586.535400
	Iteration 29Q: 3 clusters Score -711469.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -711480.312500 Penalty: 2586.535400
	Iteration 30Q: 3 clusters Score -711480.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -711491.437500 Penalty: 2586.535400
	Iteration 31Q: 3 clusters Score -711491.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -711509.312500 Penalty: 2586.535400
	Iteration 32Q: 3 clusters Score -711509.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -711526.437500 Penalty: 2586.535400
	Iteration 33Q: 3 clusters Score -711526.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -711544.187500 Penalty: 2586.535400
	Iteration 34Q: 3 clusters Score -711544.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -711554.625000 Penalty: 2586.535400
	Iteration 35Q: 3 clusters Score -711554.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -711561.125000 Penalty: 2586.535400
	Iteration 36Q: 3 clusters Score -711561.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -711566.562500 Penalty: 2586.535400
	Iteration 37Q: 3 clusters Score -711566.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -711572.250000 Penalty: 2586.535400
	Iteration 38Q: 3 clusters Score -711572.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -711579.312500 Penalty: 2586.535400
	Iteration 39Q: 3 clusters Score -711579.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -711584.937500 Penalty: 2586.535400
	Iteration 40F: 3 clusters Score -711584.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -711592.562500 Penalty: 2586.535400
	Iteration 41Q: 3 clusters Score -711592.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -711597.750000 Penalty: 2586.535400
	Iteration 42Q: 3 clusters Score -711597.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -711603.062500 Penalty: 2586.535400
	Iteration 43Q: 3 clusters Score -711603.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -711607.500000 Penalty: 2586.535400
	Iteration 44Q: 3 clusters Score -711607.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -711615.312500 Penalty: 2586.535400
	Iteration 45Q: 3 clusters Score -711615.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -711621.000000 Penalty: 2586.535400
	Iteration 46Q: 3 clusters Score -711621 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -711625.562500 Penalty: 2586.535400
	Iteration 47Q: 3 clusters Score -711625.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -711629.437500 Penalty: 2586.535400
	Iteration 48Q: 3 clusters Score -711629.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -711629.125000 Penalty: 2586.535400
	Iteration 49Q: 3 clusters Score -711629.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -711631.562500 Penalty: 2586.535400
	Iteration 50Q: 3 clusters Score -711631.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -711634.062500 Penalty: 2586.535400
	Iteration 51Q: 3 clusters Score -711634.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -711636.937500 Penalty: 2586.535400
	Iteration 52Q: 3 clusters Score -711636.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -711639.437500 Penalty: 2586.535400
	Iteration 53Q: 3 clusters Score -711639.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -711639.812500 Penalty: 2586.535400
	Iteration 54Q: 3 clusters Score -711639.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -711639.125000 Penalty: 2586.535400
	Iteration 55Q: 3 clusters Score -711639.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -711640.937500 Penalty: 2586.535400
	Iteration 56Q: 3 clusters Score -711640.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -711643.062500 Penalty: 2586.535400
	Iteration 57Q: 3 clusters Score -711643.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -711642.062500 Penalty: 2586.535400
	Iteration 58Q: 3 clusters Score -711642.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -711644.375000 Penalty: 2586.535400
	Iteration 59Q: 3 clusters Score -711644.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -711644.250000 Penalty: 2586.535400
	Iteration 60F: 3 clusters Score -711644.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -711643.625000 Penalty: 2586.535400
	Iteration 61Q: 3 clusters Score -711643.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -711643.625000 Penalty: 2586.535400
	Iteration 62F: 3 clusters Score -711643.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (22165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22165 members 
Entering Unmasked Estep 
Score: -2804081.750000 Penalty: 1488.932983
	Iteration 0F: 2 clusters Score -2804082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -2789713.000000 Penalty: 2977.865967
	Iteration 0F: 3 clusters Score -2789713 nChanged 9759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -2794926.250000 Penalty: 2977.865967
	Iteration 1F: 3 clusters Score -2794926 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -2795341.000000 Penalty: 2977.865967
	Iteration 2F: 3 clusters Score -2795341 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -2795735.750000 Penalty: 2977.865967
	Iteration 3Q: 3 clusters Score -2795736 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -2796192.250000 Penalty: 2977.865967
	Iteration 4Q: 3 clusters Score -2796192 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -2796817.750000 Penalty: 2977.865967
	Iteration 5F: 3 clusters Score -2796818 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -2797677.750000 Penalty: 2977.865967
	Iteration 6F: 3 clusters Score -2797678 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -2798781.250000 Penalty: 2977.865967
	Iteration 7F: 3 clusters Score -2798781 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -2799914.500000 Penalty: 2977.865967
	Iteration 8F: 3 clusters Score -2799914 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -2800887.250000 Penalty: 2977.865967
	Iteration 9F: 3 clusters Score -2800887 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -2801574.750000 Penalty: 2977.865967
	Iteration 10Q: 3 clusters Score -2801575 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -2802080.500000 Penalty: 2977.865967
	Iteration 11Q: 3 clusters Score -2802080 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20058 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -2802454.750000 Penalty: 2977.865967
	Iteration 12Q: 3 clusters Score -2802455 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -2802741.750000 Penalty: 2977.865967
	Iteration 13Q: 3 clusters Score -2802742 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2802930.750000 Penalty: 2977.865967
	Iteration 14Q: 3 clusters Score -2802931 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2803051.500000 Penalty: 2977.865967
	Iteration 15Q: 3 clusters Score -2803052 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2803107.250000 Penalty: 2977.865967
	Iteration 16Q: 3 clusters Score -2803107 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2803149.000000 Penalty: 2977.865967
	Iteration 17Q: 3 clusters Score -2803149 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20798 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -2803179.000000 Penalty: 2977.865967
	Iteration 18Q: 3 clusters Score -2803179 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -2803198.500000 Penalty: 2977.865967
	Iteration 19Q: 3 clusters Score -2803198 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20834 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2803199.750000 Penalty: 2977.865967
	Iteration 20F: 3 clusters Score -2803200 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20842 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2803212.250000 Penalty: 2977.865967
	Iteration 21Q: 3 clusters Score -2803212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20849 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2803214.250000 Penalty: 2977.865967
	Iteration 22Q: 3 clusters Score -2803214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2803214.500000 Penalty: 2977.865967
	Iteration 23Q: 3 clusters Score -2803214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -2803214.500000 Penalty: 2977.865967
	Iteration 24Q: 3 clusters Score -2803214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2803214.750000 Penalty: 2977.865967
	Iteration 25Q: 3 clusters Score -2803215 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2803221.000000 Penalty: 2977.865967
	Iteration 26Q: 3 clusters Score -2803221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2803217.750000 Penalty: 2977.865967
	Iteration 27Q: 3 clusters Score -2803218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2803220.500000 Penalty: 2977.865967
	Iteration 28Q: 3 clusters Score -2803220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2803220.500000 Penalty: 2977.865967
	Iteration 29F: 3 clusters Score -2803220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Entering Unmasked Estep 
Score: -693276.437500 Penalty: 1292.213745
	Iteration 0F: 2 clusters Score -693276.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -689036.562500 Penalty: 2584.427490
	Iteration 0F: 3 clusters Score -689036.6 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -690386.187500 Penalty: 2584.427490
	Iteration 1F: 3 clusters Score -690386.2 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -690753.375000 Penalty: 2584.427490
	Iteration 2F: 3 clusters Score -690753.4 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -691078.250000 Penalty: 2584.427490
	Iteration 3F: 3 clusters Score -691078.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -691354.937500 Penalty: 2584.427490
	Iteration 4F: 3 clusters Score -691354.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -691594.000000 Penalty: 2584.427490
	Iteration 5F: 3 clusters Score -691594 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -691790.250000 Penalty: 2584.427490
	Iteration 6Q: 3 clusters Score -691790.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -691955.687500 Penalty: 2584.427490
	Iteration 7Q: 3 clusters Score -691955.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -692103.437500 Penalty: 2584.427490
	Iteration 8Q: 3 clusters Score -692103.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -692210.875000 Penalty: 2584.427490
	Iteration 9Q: 3 clusters Score -692210.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -692321.750000 Penalty: 2584.427490
	Iteration 10Q: 3 clusters Score -692321.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -692408.812500 Penalty: 2584.427490
	Iteration 11Q: 3 clusters Score -692408.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -692489.312500 Penalty: 2584.427490
	Iteration 12Q: 3 clusters Score -692489.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -692552.000000 Penalty: 2584.427490
	Iteration 13Q: 3 clusters Score -692552 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -692600.562500 Penalty: 2584.427490
	Iteration 14Q: 3 clusters Score -692600.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -692643.687500 Penalty: 2584.427490
	Iteration 15Q: 3 clusters Score -692643.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -692674.375000 Penalty: 2584.427490
	Iteration 16Q: 3 clusters Score -692674.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -692703.625000 Penalty: 2584.427490
	Iteration 17Q: 3 clusters Score -692703.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -692719.437500 Penalty: 2584.427490
	Iteration 18Q: 3 clusters Score -692719.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -692733.937500 Penalty: 2584.427490
	Iteration 19Q: 3 clusters Score -692733.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -692746.312500 Penalty: 2584.427490
	Iteration 20F: 3 clusters Score -692746.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -692751.750000 Penalty: 2584.427490
	Iteration 21Q: 3 clusters Score -692751.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -692759.625000 Penalty: 2584.427490
	Iteration 22Q: 3 clusters Score -692759.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -692766.875000 Penalty: 2584.427490
	Iteration 23Q: 3 clusters Score -692766.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -692772.937500 Penalty: 2584.427490
	Iteration 24Q: 3 clusters Score -692772.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -692781.375000 Penalty: 2584.427490
	Iteration 25Q: 3 clusters Score -692781.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -692787.750000 Penalty: 2584.427490
	Iteration 26Q: 3 clusters Score -692787.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -692796.000000 Penalty: 2584.427490
	Iteration 27Q: 3 clusters Score -692796 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -692797.875000 Penalty: 2584.427490
	Iteration 28Q: 3 clusters Score -692797.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -692801.625000 Penalty: 2584.427490
	Iteration 29Q: 3 clusters Score -692801.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -692805.437500 Penalty: 2584.427490
	Iteration 30Q: 3 clusters Score -692805.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -692810.062500 Penalty: 2584.427490
	Iteration 31Q: 3 clusters Score -692810.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -692810.125000 Penalty: 2584.427490
	Iteration 32Q: 3 clusters Score -692810.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -692813.437500 Penalty: 2584.427490
	Iteration 33Q: 3 clusters Score -692813.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -692813.062500 Penalty: 2584.427490
	Iteration 34Q: 3 clusters Score -692813.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -692815.437500 Penalty: 2584.427490
	Iteration 35Q: 3 clusters Score -692815.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -692816.812500 Penalty: 2584.427490
	Iteration 36Q: 3 clusters Score -692816.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -692817.875000 Penalty: 2584.427490
	Iteration 37Q: 3 clusters Score -692817.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -692819.312500 Penalty: 2584.427490
	Iteration 38Q: 3 clusters Score -692819.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -692821.937500 Penalty: 2584.427490
	Iteration 39Q: 3 clusters Score -692821.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -692821.812500 Penalty: 2584.427490
	Iteration 40F: 3 clusters Score -692821.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -692822.500000 Penalty: 2584.427490
	Iteration 41Q: 3 clusters Score -692822.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -692823.875000 Penalty: 2584.427490
	Iteration 42Q: 3 clusters Score -692823.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -692825.875000 Penalty: 2584.427490
	Iteration 43Q: 3 clusters Score -692825.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -692826.375000 Penalty: 2584.427490
	Iteration 44Q: 3 clusters Score -692826.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -692826.562500 Penalty: 2584.427490
	Iteration 45Q: 3 clusters Score -692826.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -692828.187500 Penalty: 2584.427490
	Iteration 46Q: 3 clusters Score -692828.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -692832.875000 Penalty: 2584.427490
	Iteration 47Q: 3 clusters Score -692832.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -692833.437500 Penalty: 2584.427490
	Iteration 48Q: 3 clusters Score -692833.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -692832.750000 Penalty: 2584.427490
	Iteration 49Q: 3 clusters Score -692832.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -692834.937500 Penalty: 2584.427490
	Iteration 50Q: 3 clusters Score -692834.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -692835.687500 Penalty: 2584.427490
	Iteration 51Q: 3 clusters Score -692835.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -692837.625000 Penalty: 2584.427490
	Iteration 52Q: 3 clusters Score -692837.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -692837.625000 Penalty: 2584.427490
	Iteration 53F: 3 clusters Score -692837.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (16273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Entering Unmasked Estep 
Score: -1962821.000000 Penalty: 1442.952759
	Iteration 0F: 2 clusters Score -1962821 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1952151.375000 Penalty: 2885.905518
	Iteration 0F: 3 clusters Score -1952151 nChanged 7002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1955864.375000 Penalty: 2885.905518
	Iteration 1F: 3 clusters Score -1955864 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1956216.125000 Penalty: 2885.905518
	Iteration 2F: 3 clusters Score -1956216 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1956473.125000 Penalty: 2885.905518
	Iteration 3Q: 3 clusters Score -1956473 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1956711.875000 Penalty: 2885.905518
	Iteration 4Q: 3 clusters Score -1956712 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1956924.375000 Penalty: 2885.905518
	Iteration 5Q: 3 clusters Score -1956924 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1957129.375000 Penalty: 2885.905518
	Iteration 6Q: 3 clusters Score -1957129 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1957333.000000 Penalty: 2885.905518
	Iteration 7Q: 3 clusters Score -1957333 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1957547.250000 Penalty: 2885.905518
	Iteration 8Q: 3 clusters Score -1957547 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1957761.750000 Penalty: 2885.905518
	Iteration 9Q: 3 clusters Score -1957762 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1958013.625000 Penalty: 2885.905518
	Iteration 10Q: 3 clusters Score -1958014 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1958301.250000 Penalty: 2885.905518
	Iteration 11Q: 3 clusters Score -1958301 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1958603.375000 Penalty: 2885.905518
	Iteration 12Q: 3 clusters Score -1958603 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1958927.375000 Penalty: 2885.905518
	Iteration 13Q: 3 clusters Score -1958927 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1959256.000000 Penalty: 2885.905518
	Iteration 14Q: 3 clusters Score -1959256 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1959566.625000 Penalty: 2885.905518
	Iteration 15Q: 3 clusters Score -1959567 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1959846.125000 Penalty: 2885.905518
	Iteration 16Q: 3 clusters Score -1959846 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1960145.000000 Penalty: 2885.905518
	Iteration 17Q: 3 clusters Score -1960145 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1960341.000000 Penalty: 2885.905518
	Iteration 18Q: 3 clusters Score -1960341 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1960474.625000 Penalty: 2885.905518
	Iteration 19Q: 3 clusters Score -1960475 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1960586.500000 Penalty: 2885.905518
	Iteration 20F: 3 clusters Score -1960586 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1960687.500000 Penalty: 2885.905518
	Iteration 21Q: 3 clusters Score -1960688 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1960763.875000 Penalty: 2885.905518
	Iteration 22Q: 3 clusters Score -1960764 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1960828.750000 Penalty: 2885.905518
	Iteration 23Q: 3 clusters Score -1960829 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1960891.625000 Penalty: 2885.905518
	Iteration 24Q: 3 clusters Score -1960892 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1960938.625000 Penalty: 2885.905518
	Iteration 25Q: 3 clusters Score -1960939 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1960995.500000 Penalty: 2885.905518
	Iteration 26Q: 3 clusters Score -1960996 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1961042.875000 Penalty: 2885.905518
	Iteration 27Q: 3 clusters Score -1961043 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1961099.625000 Penalty: 2885.905518
	Iteration 28Q: 3 clusters Score -1961100 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1961131.125000 Penalty: 2885.905518
	Iteration 29Q: 3 clusters Score -1961131 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1961185.750000 Penalty: 2885.905518
	Iteration 30Q: 3 clusters Score -1961186 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1961246.125000 Penalty: 2885.905518
	Iteration 31Q: 3 clusters Score -1961246 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1961288.500000 Penalty: 2885.905518
	Iteration 32Q: 3 clusters Score -1961288 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1961340.125000 Penalty: 2885.905518
	Iteration 33Q: 3 clusters Score -1961340 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1961389.250000 Penalty: 2885.905518
	Iteration 34Q: 3 clusters Score -1961389 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1961438.375000 Penalty: 2885.905518
	Iteration 35Q: 3 clusters Score -1961438 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1961478.375000 Penalty: 2885.905518
	Iteration 36Q: 3 clusters Score -1961478 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1961523.000000 Penalty: 2885.905518
	Iteration 37Q: 3 clusters Score -1961523 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1961552.375000 Penalty: 2885.905518
	Iteration 38Q: 3 clusters Score -1961552 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1961580.000000 Penalty: 2885.905518
	Iteration 39Q: 3 clusters Score -1961580 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1961591.750000 Penalty: 2885.905518
	Iteration 40F: 3 clusters Score -1961592 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1961603.875000 Penalty: 2885.905518
	Iteration 41Q: 3 clusters Score -1961604 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1961610.375000 Penalty: 2885.905518
	Iteration 42Q: 3 clusters Score -1961610 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1961618.500000 Penalty: 2885.905518
	Iteration 43Q: 3 clusters Score -1961618 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1961628.375000 Penalty: 2885.905518
	Iteration 44Q: 3 clusters Score -1961628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1961625.500000 Penalty: 2885.905518
	Iteration 45Q: 3 clusters Score -1961626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1961627.625000 Penalty: 2885.905518
	Iteration 46Q: 3 clusters Score -1961628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1961629.375000 Penalty: 2885.905518
	Iteration 47Q: 3 clusters Score -1961629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1961630.625000 Penalty: 2885.905518
	Iteration 48Q: 3 clusters Score -1961631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1961634.750000 Penalty: 2885.905518
	Iteration 49Q: 3 clusters Score -1961635 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1961636.500000 Penalty: 2885.905518
	Iteration 50Q: 3 clusters Score -1961636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1961639.625000 Penalty: 2885.905518
	Iteration 51Q: 3 clusters Score -1961640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1961639.750000 Penalty: 2885.905518
	Iteration 52Q: 3 clusters Score -1961640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1961641.625000 Penalty: 2885.905518
	Iteration 53Q: 3 clusters Score -1961642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1961639.375000 Penalty: 2885.905518
	Iteration 54Q: 3 clusters Score -1961639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1961639.250000 Penalty: 2885.905518
	Iteration 55Q: 3 clusters Score -1961639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1961640.125000 Penalty: 2885.905518
	Iteration 56Q: 3 clusters Score -1961640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1961642.125000 Penalty: 2885.905518
	Iteration 57Q: 3 clusters Score -1961642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1961645.500000 Penalty: 2885.905518
	Iteration 58Q: 3 clusters Score -1961646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1961647.250000 Penalty: 2885.905518
	Iteration 59Q: 3 clusters Score -1961647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1961647.000000 Penalty: 2885.905518
	Iteration 60F: 3 clusters Score -1961647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1961647.750000 Penalty: 2885.905518
	Iteration 61Q: 3 clusters Score -1961648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1961655.000000 Penalty: 2885.905518
	Iteration 62Q: 3 clusters Score -1961655 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1961657.000000 Penalty: 2885.905518
	Iteration 63Q: 3 clusters Score -1961657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1961660.250000 Penalty: 2885.905518
	Iteration 64Q: 3 clusters Score -1961660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1961657.500000 Penalty: 2885.905518
	Iteration 65Q: 3 clusters Score -1961658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1961660.125000 Penalty: 2885.905518
	Iteration 66Q: 3 clusters Score -1961660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1961664.750000 Penalty: 2885.905518
	Iteration 67Q: 3 clusters Score -1961665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1961666.125000 Penalty: 2885.905518
	Iteration 68Q: 3 clusters Score -1961666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1961667.750000 Penalty: 2885.905518
	Iteration 69Q: 3 clusters Score -1961668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1961667.625000 Penalty: 2885.905518
	Iteration 70Q: 3 clusters Score -1961668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1961667.375000 Penalty: 2885.905518
	Iteration 71Q: 3 clusters Score -1961667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1961669.250000 Penalty: 2885.905518
	Iteration 72Q: 3 clusters Score -1961669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1961671.875000 Penalty: 2885.905518
	Iteration 73Q: 3 clusters Score -1961672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1961670.250000 Penalty: 2885.905518
	Iteration 74Q: 3 clusters Score -1961670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1961670.250000 Penalty: 2885.905518
	Iteration 75F: 3 clusters Score -1961670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Entering Unmasked Estep 
Score: -68201.554688 Penalty: 980.432251
	Iteration 0F: 2 clusters Score -68201.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -67131.179688 Penalty: 1960.864502
	Iteration 0F: 3 clusters Score -67131.18 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -67441.710938 Penalty: 1960.864502
	Iteration 1F: 3 clusters Score -67441.71 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -67612.242188 Penalty: 1960.864502
	Iteration 2F: 3 clusters Score -67612.24 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -67712.453125 Penalty: 1960.864502
	Iteration 3F: 3 clusters Score -67712.45 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -67767.757812 Penalty: 1960.864502
	Iteration 4Q: 3 clusters Score -67767.76 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -67799.867188 Penalty: 1960.864502
	Iteration 5Q: 3 clusters Score -67799.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -67819.671875 Penalty: 1960.864502
	Iteration 6Q: 3 clusters Score -67819.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -67832.687500 Penalty: 1960.864502
	Iteration 7Q: 3 clusters Score -67832.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -67840.882812 Penalty: 1960.864502
	Iteration 8Q: 3 clusters Score -67840.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -67845.101562 Penalty: 1960.864502
	Iteration 9Q: 3 clusters Score -67845.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -67851.140625 Penalty: 1960.864502
	Iteration 10Q: 3 clusters Score -67851.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -67854.757812 Penalty: 1960.864502
	Iteration 11Q: 3 clusters Score -67854.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -67860.460938 Penalty: 1960.864502
	Iteration 12Q: 3 clusters Score -67860.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -67862.226562 Penalty: 1960.864502
	Iteration 13Q: 3 clusters Score -67862.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -67862.226562 Penalty: 1960.864502
	Iteration 14F: 3 clusters Score -67862.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (59578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59578 members 
Entering Unmasked Estep 
Score: -7574071.000000 Penalty: 1636.062256
	Iteration 0F: 2 clusters Score -7574071 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29917 members 
Mstep: Class 2 contains 29661 members 
Entering Unmasked Estep 
Score: -7536692.500000 Penalty: 3272.124512
	Iteration 0F: 3 clusters Score -7536692 nChanged 27838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30795 members 
Mstep: Class 2 contains 28783 members 
Entering Unmasked Estep 
Score: -7552065.000000 Penalty: 3272.124512
	Iteration 1F: 3 clusters Score -7552065 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31357 members 
Mstep: Class 2 contains 28221 members 
Entering Unmasked Estep 
Score: -7552608.000000 Penalty: 3272.124512
	Iteration 2Q: 3 clusters Score -7552608 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32181 members 
Mstep: Class 2 contains 27397 members 
Entering Unmasked Estep 
Score: -7553246.000000 Penalty: 3272.124512
	Iteration 3Q: 3 clusters Score -7553246 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33421 members 
Mstep: Class 2 contains 26157 members 
Entering Unmasked Estep 
Score: -7553898.500000 Penalty: 3272.124512
	Iteration 4Q: 3 clusters Score -7553898 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35312 members 
Mstep: Class 2 contains 24266 members 
Entering Unmasked Estep 
Score: -7554921.500000 Penalty: 3272.124512
	Iteration 5Q: 3 clusters Score -7554922 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38015 members 
Mstep: Class 2 contains 21563 members 
Entering Unmasked Estep 
Score: -7556430.500000 Penalty: 3272.124512
	Iteration 6F: 3 clusters Score -7556430 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41477 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -7558564.500000 Penalty: 3272.124512
	Iteration 7F: 3 clusters Score -7558564 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45496 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -7561193.000000 Penalty: 3272.124512
	Iteration 8F: 3 clusters Score -7561193 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49703 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -7564280.000000 Penalty: 3272.124512
	Iteration 9F: 3 clusters Score -7564280 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53468 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -7567290.000000 Penalty: 3272.124512
	Iteration 10F: 3 clusters Score -7567290 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56269 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -7569742.500000 Penalty: 3272.124512
	Iteration 11Q: 3 clusters Score -7569742 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57904 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -7571228.000000 Penalty: 3272.124512
	Iteration 12Q: 3 clusters Score -7571228 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58687 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -7571978.000000 Penalty: 3272.124512
	Iteration 13Q: 3 clusters Score -7571978 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59004 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -7572310.500000 Penalty: 3272.124512
	Iteration 14Q: 3 clusters Score -7572310 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59120 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -7572464.000000 Penalty: 3272.124512
	Iteration 15Q: 3 clusters Score -7572464 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59197 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -7572541.500000 Penalty: 3272.124512
	Iteration 16Q: 3 clusters Score -7572542 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59236 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -7572607.000000 Penalty: 3272.124512
	Iteration 17Q: 3 clusters Score -7572607 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59256 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -7572634.000000 Penalty: 3272.124512
	Iteration 18Q: 3 clusters Score -7572634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59266 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -7572644.000000 Penalty: 3272.124512
	Iteration 19Q: 3 clusters Score -7572644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59273 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -7572651.000000 Penalty: 3272.124512
	Iteration 20F: 3 clusters Score -7572651 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59280 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -7572660.000000 Penalty: 3272.124512
	Iteration 21Q: 3 clusters Score -7572660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59284 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -7572666.500000 Penalty: 3272.124512
	Iteration 22Q: 3 clusters Score -7572666 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59292 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -7572696.500000 Penalty: 3272.124512
	Iteration 23Q: 3 clusters Score -7572696 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59305 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -7572727.000000 Penalty: 3272.124512
	Iteration 24Q: 3 clusters Score -7572727 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59314 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -7572726.000000 Penalty: 3272.124512
	Iteration 25Q: 3 clusters Score -7572726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59319 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -7572743.000000 Penalty: 3272.124512
	Iteration 26Q: 3 clusters Score -7572743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59319 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -7572742.500000 Penalty: 3272.124512
	Iteration 27Q: 3 clusters Score -7572742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59320 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -7572746.000000 Penalty: 3272.124512
	Iteration 28Q: 3 clusters Score -7572746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59321 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -7572747.000000 Penalty: 3272.124512
	Iteration 29Q: 3 clusters Score -7572747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59320 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -7572746.500000 Penalty: 3272.124512
	Iteration 30Q: 3 clusters Score -7572746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59321 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -7572752.500000 Penalty: 3272.124512
	Iteration 31Q: 3 clusters Score -7572752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59321 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -7572752.500000 Penalty: 3272.124512
	Iteration 32F: 3 clusters Score -7572752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Entering Unmasked Estep 
Score: -554440.062500 Penalty: 1260.631714
	Iteration 0F: 2 clusters Score -554440.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -550921.000000 Penalty: 2521.263428
	Iteration 0F: 3 clusters Score -550921 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -552008.937500 Penalty: 2521.263428
	Iteration 1F: 3 clusters Score -552008.9 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -552338.000000 Penalty: 2521.263428
	Iteration 2F: 3 clusters Score -552338 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -552636.250000 Penalty: 2521.263428
	Iteration 3F: 3 clusters Score -552636.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -552976.500000 Penalty: 2521.263428
	Iteration 4F: 3 clusters Score -552976.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -553287.437500 Penalty: 2521.263428
	Iteration 5F: 3 clusters Score -553287.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -553512.812500 Penalty: 2521.263428
	Iteration 6Q: 3 clusters Score -553512.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -553700.625000 Penalty: 2521.263428
	Iteration 7Q: 3 clusters Score -553700.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -553855.000000 Penalty: 2521.263428
	Iteration 8Q: 3 clusters Score -553855 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -553951.250000 Penalty: 2521.263428
	Iteration 9Q: 3 clusters Score -553951.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -554009.937500 Penalty: 2521.263428
	Iteration 10Q: 3 clusters Score -554009.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -554055.312500 Penalty: 2521.263428
	Iteration 11Q: 3 clusters Score -554055.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -554087.062500 Penalty: 2521.263428
	Iteration 12Q: 3 clusters Score -554087.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -554111.250000 Penalty: 2521.263428
	Iteration 13Q: 3 clusters Score -554111.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -554129.562500 Penalty: 2521.263428
	Iteration 14Q: 3 clusters Score -554129.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -554140.312500 Penalty: 2521.263428
	Iteration 15Q: 3 clusters Score -554140.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -554146.125000 Penalty: 2521.263428
	Iteration 16Q: 3 clusters Score -554146.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -554152.062500 Penalty: 2521.263428
	Iteration 17Q: 3 clusters Score -554152.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -554158.250000 Penalty: 2521.263428
	Iteration 18Q: 3 clusters Score -554158.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -554160.500000 Penalty: 2521.263428
	Iteration 19Q: 3 clusters Score -554160.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -554163.000000 Penalty: 2521.263428
	Iteration 20F: 3 clusters Score -554163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -554164.437500 Penalty: 2521.263428
	Iteration 21Q: 3 clusters Score -554164.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -554165.812500 Penalty: 2521.263428
	Iteration 22Q: 3 clusters Score -554165.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -554167.437500 Penalty: 2521.263428
	Iteration 23Q: 3 clusters Score -554167.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -554167.375000 Penalty: 2521.263428
	Iteration 24Q: 3 clusters Score -554167.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -554167.250000 Penalty: 2521.263428
	Iteration 25Q: 3 clusters Score -554167.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -554167.250000 Penalty: 2521.263428
	Iteration 26F: 3 clusters Score -554167.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -28234.490234 Penalty: 899.496826
	Iteration 0F: 2 clusters Score -28234.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -27461.421875 Penalty: 1798.993652
	Iteration 0F: 3 clusters Score -27461.42 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -27729.552734 Penalty: 1798.993652
	Iteration 1F: 3 clusters Score -27729.55 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -27841.126953 Penalty: 1798.993652
	Iteration 2F: 3 clusters Score -27841.13 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -27920.769531 Penalty: 1798.993652
	Iteration 3Q: 3 clusters Score -27920.77 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -28017.572266 Penalty: 1798.993652
	Iteration 4Q: 3 clusters Score -28017.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -28172.771484 Penalty: 1798.993652
	Iteration 5Q: 3 clusters Score -28172.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -28231.251953 Penalty: 1798.993652
	Iteration 6Q: 3 clusters Score -28231.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -28245.511719 Penalty: 1798.993652
	Iteration 7Q: 3 clusters Score -28245.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -28254.433594 Penalty: 1798.993652
	Iteration 8Q: 3 clusters Score -28254.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -28254.433594 Penalty: 1798.993652
	Iteration 9F: 3 clusters Score -28254.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 72566 members 
Mstep: Class 2 contains 41188 members 
Mstep: Class 3 contains 9100 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 67672 members 
Mstep: Class 6 contains 43631 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 5577 members 
Mstep: Class 9 contains 8370 members 
Mstep: Class 10 contains 9854 members 
Mstep: Class 11 contains 9289 members 
Mstep: Class 12 contains 2866 members 
Mstep: Class 13 contains 10860 members 
Mstep: Class 14 contains 1654 members 
Mstep: Class 15 contains 11861 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24886 members 
Mstep: Class 18 contains 24254 members 
Mstep: Class 19 contains 6218 members 
Mstep: Class 20 contains 35625 members 
Mstep: Class 21 contains 8982 members 
Mstep: Class 22 contains 5951 members 
Mstep: Class 23 contains 22165 members 
Mstep: Class 24 contains 5909 members 
Mstep: Class 25 contains 16273 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 59578 members 
Mstep: Class 28 contains 4779 members 
Mstep: Class 29 contains 125 members 
Mstep: Class 30 contains 35014 members 
Mstep: Class 31 contains 21745 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 83988 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 4338 members 
Mstep: Class 40 contains 297 members 
Entering Unmasked Estep 
Score: -80992656.000000 Penalty: 79818.773438
Splitting cluster 29 changes total score from -80993816.000000 to -80992656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (35014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35014 members 
Entering Unmasked Estep 
Score: -4428041.000000 Penalty: 1556.969238
	Iteration 0F: 2 clusters Score -4428041 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -4405159.000000 Penalty: 3113.938477
	Iteration 0F: 3 clusters Score -4405159 nChanged 16023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -4413920.500000 Penalty: 3113.938477
	Iteration 1F: 3 clusters Score -4413920 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -4414378.500000 Penalty: 3113.938477
	Iteration 2Q: 3 clusters Score -4414378 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -4414804.500000 Penalty: 3113.938477
	Iteration 3Q: 3 clusters Score -4414804 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 19850 members 
Entering Unmasked Estep 
Score: -4415200.000000 Penalty: 3113.938477
	Iteration 4Q: 3 clusters Score -4415200 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -4415732.000000 Penalty: 3113.938477
	Iteration 5Q: 3 clusters Score -4415732 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 22208 members 
Entering Unmasked Estep 
Score: -4416397.000000 Penalty: 3113.938477
	Iteration 6Q: 3 clusters Score -4416397 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -4417450.000000 Penalty: 3113.938477
	Iteration 7F: 3 clusters Score -4417450 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 26265 members 
Entering Unmasked Estep 
Score: -4419022.500000 Penalty: 3113.938477
	Iteration 8F: 3 clusters Score -4419022 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 28831 members 
Entering Unmasked Estep 
Score: -4421146.500000 Penalty: 3113.938477
	Iteration 9F: 3 clusters Score -4421146 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 31312 members 
Entering Unmasked Estep 
Score: -4423413.500000 Penalty: 3113.938477
	Iteration 10F: 3 clusters Score -4423414 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 33115 members 
Entering Unmasked Estep 
Score: -4425117.000000 Penalty: 3113.938477
	Iteration 11F: 3 clusters Score -4425117 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 34093 members 
Entering Unmasked Estep 
Score: -4426026.500000 Penalty: 3113.938477
	Iteration 12Q: 3 clusters Score -4426026 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 34483 members 
Entering Unmasked Estep 
Score: -4426417.000000 Penalty: 3113.938477
	Iteration 13Q: 3 clusters Score -4426417 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 34637 members 
Entering Unmasked Estep 
Score: -4426607.500000 Penalty: 3113.938477
	Iteration 14Q: 3 clusters Score -4426608 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 34695 members 
Entering Unmasked Estep 
Score: -4426691.000000 Penalty: 3113.938477
	Iteration 15Q: 3 clusters Score -4426691 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 34731 members 
Entering Unmasked Estep 
Score: -4426754.000000 Penalty: 3113.938477
	Iteration 16Q: 3 clusters Score -4426754 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 34749 members 
Entering Unmasked Estep 
Score: -4426791.000000 Penalty: 3113.938477
	Iteration 17Q: 3 clusters Score -4426791 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 34757 members 
Entering Unmasked Estep 
Score: -4426797.500000 Penalty: 3113.938477
	Iteration 18Q: 3 clusters Score -4426798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 34764 members 
Entering Unmasked Estep 
Score: -4426806.000000 Penalty: 3113.938477
	Iteration 19Q: 3 clusters Score -4426806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 34767 members 
Entering Unmasked Estep 
Score: -4426807.500000 Penalty: 3113.938477
	Iteration 20F: 3 clusters Score -4426808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 34766 members 
Entering Unmasked Estep 
Score: -4426818.500000 Penalty: 3113.938477
	Iteration 21Q: 3 clusters Score -4426818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 34769 members 
Entering Unmasked Estep 
Score: -4426823.000000 Penalty: 3113.938477
	Iteration 22Q: 3 clusters Score -4426823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 34771 members 
Entering Unmasked Estep 
Score: -4426825.000000 Penalty: 3113.938477
	Iteration 23Q: 3 clusters Score -4426825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 34773 members 
Entering Unmasked Estep 
Score: -4426830.000000 Penalty: 3113.938477
	Iteration 24Q: 3 clusters Score -4426830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 34774 members 
Entering Unmasked Estep 
Score: -4426829.000000 Penalty: 3113.938477
	Iteration 25Q: 3 clusters Score -4426829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 34773 members 
Entering Unmasked Estep 
Score: -4426833.000000 Penalty: 3113.938477
	Iteration 26Q: 3 clusters Score -4426833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 34772 members 
Entering Unmasked Estep 
Score: -4426836.000000 Penalty: 3113.938477
	Iteration 27Q: 3 clusters Score -4426836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 34773 members 
Entering Unmasked Estep 
Score: -4426839.000000 Penalty: 3113.938477
	Iteration 28Q: 3 clusters Score -4426839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 34773 members 
Entering Unmasked Estep 
Score: -4426839.000000 Penalty: 3113.938477
	Iteration 29F: 3 clusters Score -4426839 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (21745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Entering Unmasked Estep 
Score: -2764261.000000 Penalty: 1486.086304
	Iteration 0F: 2 clusters Score -2764261 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -2749974.500000 Penalty: 2972.172607
	Iteration 0F: 3 clusters Score -2749974 nChanged 9682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -2755159.750000 Penalty: 2972.172607
	Iteration 1F: 3 clusters Score -2755160 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -2755552.000000 Penalty: 2972.172607
	Iteration 2F: 3 clusters Score -2755552 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -2755868.000000 Penalty: 2972.172607
	Iteration 3Q: 3 clusters Score -2755868 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -2756141.250000 Penalty: 2972.172607
	Iteration 4Q: 3 clusters Score -2756141 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -2756435.000000 Penalty: 2972.172607
	Iteration 5Q: 3 clusters Score -2756435 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -2756733.000000 Penalty: 2972.172607
	Iteration 6Q: 3 clusters Score -2756733 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -2757066.500000 Penalty: 2972.172607
	Iteration 7Q: 3 clusters Score -2757066 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -2757559.000000 Penalty: 2972.172607
	Iteration 8Q: 3 clusters Score -2757559 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -2758244.250000 Penalty: 2972.172607
	Iteration 9F: 3 clusters Score -2758244 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -2759113.250000 Penalty: 2972.172607
	Iteration 10F: 3 clusters Score -2759113 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -2760110.750000 Penalty: 2972.172607
	Iteration 11F: 3 clusters Score -2760111 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -2761091.250000 Penalty: 2972.172607
	Iteration 12F: 3 clusters Score -2761091 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -2761890.750000 Penalty: 2972.172607
	Iteration 13Q: 3 clusters Score -2761891 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 20777 members 
Entering Unmasked Estep 
Score: -2762392.000000 Penalty: 2972.172607
	Iteration 14Q: 3 clusters Score -2762392 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -2762664.750000 Penalty: 2972.172607
	Iteration 15Q: 3 clusters Score -2762665 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -2762814.000000 Penalty: 2972.172607
	Iteration 16Q: 3 clusters Score -2762814 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -2762912.000000 Penalty: 2972.172607
	Iteration 17Q: 3 clusters Score -2762912 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 21406 members 
Entering Unmasked Estep 
Score: -2762991.000000 Penalty: 2972.172607
	Iteration 18Q: 3 clusters Score -2762991 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -2763026.000000 Penalty: 2972.172607
	Iteration 19Q: 3 clusters Score -2763026 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 21450 members 
Entering Unmasked Estep 
Score: -2763047.000000 Penalty: 2972.172607
	Iteration 20F: 3 clusters Score -2763047 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 21463 members 
Entering Unmasked Estep 
Score: -2763063.750000 Penalty: 2972.172607
	Iteration 21Q: 3 clusters Score -2763064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 21471 members 
Entering Unmasked Estep 
Score: -2763076.500000 Penalty: 2972.172607
	Iteration 22Q: 3 clusters Score -2763076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 21477 members 
Entering Unmasked Estep 
Score: -2763089.250000 Penalty: 2972.172607
	Iteration 23Q: 3 clusters Score -2763089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -2763091.500000 Penalty: 2972.172607
	Iteration 24Q: 3 clusters Score -2763092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 21481 members 
Entering Unmasked Estep 
Score: -2763096.250000 Penalty: 2972.172607
	Iteration 25Q: 3 clusters Score -2763096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 21486 members 
Entering Unmasked Estep 
Score: -2763109.500000 Penalty: 2972.172607
	Iteration 26Q: 3 clusters Score -2763110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 21491 members 
Entering Unmasked Estep 
Score: -2763122.000000 Penalty: 2972.172607
	Iteration 27Q: 3 clusters Score -2763122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -2763129.250000 Penalty: 2972.172607
	Iteration 28Q: 3 clusters Score -2763129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
Score: -2763136.250000 Penalty: 2972.172607
	Iteration 29Q: 3 clusters Score -2763136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
Score: -2763139.500000 Penalty: 2972.172607
	Iteration 30Q: 3 clusters Score -2763140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
Score: -2763139.500000 Penalty: 2972.172607
	Iteration 31F: 3 clusters Score -2763140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Entering Unmasked Estep 
Score: -21853.011719 Penalty: 817.367554
	Iteration 0F: 2 clusters Score -21853.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -21234.291016 Penalty: 1634.735107
	Iteration 0F: 3 clusters Score -21234.29 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -21351.880859 Penalty: 1634.735107
	Iteration 1F: 3 clusters Score -21351.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -21363.529297 Penalty: 1634.735107
	Iteration 2Q: 3 clusters Score -21363.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -21364.619141 Penalty: 1634.735107
	Iteration 3Q: 3 clusters Score -21364.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -21364.619141 Penalty: 1634.735107
	Iteration 4F: 3 clusters Score -21364.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (83988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83988 members 
Entering Unmasked Estep 
Score: -10614238.000000 Penalty: 1687.158325
	Iteration 0F: 2 clusters Score -1.061424e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41949 members 
Mstep: Class 2 contains 42039 members 
Entering Unmasked Estep 
Score: -10568302.000000 Penalty: 3374.316650
	Iteration 0F: 3 clusters Score -1.05683e+07 nChanged 39462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41077 members 
Mstep: Class 2 contains 42911 members 
Entering Unmasked Estep 
Score: -10590439.000000 Penalty: 3374.316650
	Iteration 1F: 3 clusters Score -1.059044e+07 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40468 members 
Mstep: Class 2 contains 43520 members 
Entering Unmasked Estep 
Score: -10591068.000000 Penalty: 3374.316650
	Iteration 2Q: 3 clusters Score -1.059107e+07 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39753 members 
Mstep: Class 2 contains 44235 members 
Entering Unmasked Estep 
Score: -10591582.000000 Penalty: 3374.316650
	Iteration 3Q: 3 clusters Score -1.059158e+07 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38919 members 
Mstep: Class 2 contains 45069 members 
Entering Unmasked Estep 
Score: -10592179.000000 Penalty: 3374.316650
	Iteration 4Q: 3 clusters Score -1.059218e+07 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37819 members 
Mstep: Class 2 contains 46169 members 
Entering Unmasked Estep 
Score: -10592733.000000 Penalty: 3374.316650
	Iteration 5Q: 3 clusters Score -1.059273e+07 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36417 members 
Mstep: Class 2 contains 47571 members 
Entering Unmasked Estep 
Score: -10593406.000000 Penalty: 3374.316650
	Iteration 6Q: 3 clusters Score -1.059341e+07 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34644 members 
Mstep: Class 2 contains 49344 members 
Entering Unmasked Estep 
Score: -10594355.000000 Penalty: 3374.316650
	Iteration 7Q: 3 clusters Score -1.059436e+07 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32415 members 
Mstep: Class 2 contains 51573 members 
Entering Unmasked Estep 
Score: -10595412.000000 Penalty: 3374.316650
	Iteration 8Q: 3 clusters Score -1.059541e+07 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29884 members 
Mstep: Class 2 contains 54104 members 
Entering Unmasked Estep 
Score: -10596892.000000 Penalty: 3374.316650
	Iteration 9Q: 3 clusters Score -1.059689e+07 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27174 members 
Mstep: Class 2 contains 56814 members 
Entering Unmasked Estep 
Score: -10598705.000000 Penalty: 3374.316650
	Iteration 10Q: 3 clusters Score -1.05987e+07 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24503 members 
Mstep: Class 2 contains 59485 members 
Entering Unmasked Estep 
Score: -10600864.000000 Penalty: 3374.316650
	Iteration 11F: 3 clusters Score -1.060086e+07 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22347 members 
Mstep: Class 2 contains 61641 members 
Entering Unmasked Estep 
Score: -10602778.000000 Penalty: 3374.316650
	Iteration 12Q: 3 clusters Score -1.060278e+07 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20900 members 
Mstep: Class 2 contains 63088 members 
Entering Unmasked Estep 
Score: -10604340.000000 Penalty: 3374.316650
	Iteration 13Q: 3 clusters Score -1.060434e+07 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 63851 members 
Entering Unmasked Estep 
Score: -10605331.000000 Penalty: 3374.316650
	Iteration 14Q: 3 clusters Score -1.060533e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 64111 members 
Entering Unmasked Estep 
Score: -10606064.000000 Penalty: 3374.316650
	Iteration 15Q: 3 clusters Score -1.060606e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 63978 members 
Entering Unmasked Estep 
Score: -10606338.000000 Penalty: 3374.316650
	Iteration 16Q: 3 clusters Score -1.060634e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 63676 members 
Entering Unmasked Estep 
Score: -10606480.000000 Penalty: 3374.316650
	Iteration 17Q: 3 clusters Score -1.060648e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 63226 members 
Entering Unmasked Estep 
Score: -10606522.000000 Penalty: 3374.316650
	Iteration 18Q: 3 clusters Score -1.060652e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 62723 members 
Entering Unmasked Estep 
Score: -10606503.000000 Penalty: 3374.316650
	Iteration 19Q: 3 clusters Score -1.06065e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 62101 members 
Entering Unmasked Estep 
Score: -10606455.000000 Penalty: 3374.316650
	Iteration 20F: 3 clusters Score -1.060646e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 61418 members 
Entering Unmasked Estep 
Score: -10606390.000000 Penalty: 3374.316650
	Iteration 21Q: 3 clusters Score -1.060639e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 60683 members 
Entering Unmasked Estep 
Score: -10606309.000000 Penalty: 3374.316650
	Iteration 22Q: 3 clusters Score -1.060631e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24063 members 
Mstep: Class 2 contains 59925 members 
Entering Unmasked Estep 
Score: -10606290.000000 Penalty: 3374.316650
	Iteration 23Q: 3 clusters Score -1.060629e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24976 members 
Mstep: Class 2 contains 59012 members 
Entering Unmasked Estep 
Score: -10606275.000000 Penalty: 3374.316650
	Iteration 24Q: 3 clusters Score -1.060628e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25914 members 
Mstep: Class 2 contains 58074 members 
Entering Unmasked Estep 
Score: -10606282.000000 Penalty: 3374.316650
	Iteration 25Q: 3 clusters Score -1.060628e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26897 members 
Mstep: Class 2 contains 57091 members 
Entering Unmasked Estep 
Score: -10606179.000000 Penalty: 3374.316650
	Iteration 26Q: 3 clusters Score -1.060618e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27916 members 
Mstep: Class 2 contains 56072 members 
Entering Unmasked Estep 
Score: -10606158.000000 Penalty: 3374.316650
	Iteration 27Q: 3 clusters Score -1.060616e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28995 members 
Mstep: Class 2 contains 54993 members 
Entering Unmasked Estep 
Score: -10606135.000000 Penalty: 3374.316650
	Iteration 28Q: 3 clusters Score -1.060614e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30105 members 
Mstep: Class 2 contains 53883 members 
Entering Unmasked Estep 
Score: -10606161.000000 Penalty: 3374.316650
	Iteration 29Q: 3 clusters Score -1.060616e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31304 members 
Mstep: Class 2 contains 52684 members 
Entering Unmasked Estep 
Score: -10606186.000000 Penalty: 3374.316650
	Iteration 30Q: 3 clusters Score -1.060619e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32502 members 
Mstep: Class 2 contains 51486 members 
Entering Unmasked Estep 
Score: -10606300.000000 Penalty: 3374.316650
	Iteration 31Q: 3 clusters Score -1.06063e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33748 members 
Mstep: Class 2 contains 50240 members 
Entering Unmasked Estep 
Score: -10606334.000000 Penalty: 3374.316650
	Iteration 32Q: 3 clusters Score -1.060633e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34988 members 
Mstep: Class 2 contains 49000 members 
Entering Unmasked Estep 
Score: -10606456.000000 Penalty: 3374.316650
	Iteration 33Q: 3 clusters Score -1.060646e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36273 members 
Mstep: Class 2 contains 47715 members 
Entering Unmasked Estep 
Score: -10606605.000000 Penalty: 3374.316650
	Iteration 34Q: 3 clusters Score -1.06066e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37676 members 
Mstep: Class 2 contains 46312 members 
Entering Unmasked Estep 
Score: -10606702.000000 Penalty: 3374.316650
	Iteration 35Q: 3 clusters Score -1.06067e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39341 members 
Mstep: Class 2 contains 44647 members 
Entering Unmasked Estep 
Score: -10606826.000000 Penalty: 3374.316650
	Iteration 36Q: 3 clusters Score -1.060683e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41296 members 
Mstep: Class 2 contains 42692 members 
Entering Unmasked Estep 
Score: -10607006.000000 Penalty: 3374.316650
	Iteration 37Q: 3 clusters Score -1.060701e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43457 members 
Mstep: Class 2 contains 40531 members 
Entering Unmasked Estep 
Score: -10607063.000000 Penalty: 3374.316650
	Iteration 38Q: 3 clusters Score -1.060706e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45708 members 
Mstep: Class 2 contains 38280 members 
Entering Unmasked Estep 
Score: -10607142.000000 Penalty: 3374.316650
	Iteration 39Q: 3 clusters Score -1.060714e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47777 members 
Mstep: Class 2 contains 36211 members 
Entering Unmasked Estep 
Score: -10607276.000000 Penalty: 3374.316650
	Iteration 40F: 3 clusters Score -1.060728e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50083 members 
Mstep: Class 2 contains 33905 members 
Entering Unmasked Estep 
Score: -10607479.000000 Penalty: 3374.316650
	Iteration 41Q: 3 clusters Score -1.060748e+07 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52470 members 
Mstep: Class 2 contains 31518 members 
Entering Unmasked Estep 
Score: -10607803.000000 Penalty: 3374.316650
	Iteration 42Q: 3 clusters Score -1.06078e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54977 members 
Mstep: Class 2 contains 29011 members 
Entering Unmasked Estep 
Score: -10608098.000000 Penalty: 3374.316650
	Iteration 43Q: 3 clusters Score -1.06081e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57681 members 
Mstep: Class 2 contains 26307 members 
Entering Unmasked Estep 
Score: -10608462.000000 Penalty: 3374.316650
	Iteration 44Q: 3 clusters Score -1.060846e+07 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60450 members 
Mstep: Class 2 contains 23538 members 
Entering Unmasked Estep 
Score: -10609026.000000 Penalty: 3374.316650
	Iteration 45Q: 3 clusters Score -1.060903e+07 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63199 members 
Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
Score: -10609633.000000 Penalty: 3374.316650
	Iteration 46Q: 3 clusters Score -1.060963e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65852 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -10610198.000000 Penalty: 3374.316650
	Iteration 47Q: 3 clusters Score -1.06102e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68263 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -10610736.000000 Penalty: 3374.316650
	Iteration 48Q: 3 clusters Score -1.061074e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70587 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -10611267.000000 Penalty: 3374.316650
	Iteration 49Q: 3 clusters Score -1.061127e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72724 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -10611707.000000 Penalty: 3374.316650
	Iteration 50Q: 3 clusters Score -1.061171e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74734 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -10611931.000000 Penalty: 3374.316650
	Iteration 51Q: 3 clusters Score -1.061193e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76522 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -10612197.000000 Penalty: 3374.316650
	Iteration 52Q: 3 clusters Score -1.06122e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77995 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -10612287.000000 Penalty: 3374.316650
	Iteration 53Q: 3 clusters Score -1.061229e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79247 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -10612287.000000 Penalty: 3374.316650
	Iteration 54Q: 3 clusters Score -1.061229e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80292 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -10612365.000000 Penalty: 3374.316650
	Iteration 55Q: 3 clusters Score -1.061236e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81130 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -10612402.000000 Penalty: 3374.316650
	Iteration 56Q: 3 clusters Score -1.06124e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81780 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -10612383.000000 Penalty: 3374.316650
	Iteration 57Q: 3 clusters Score -1.061238e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82202 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -10612411.000000 Penalty: 3374.316650
	Iteration 58Q: 3 clusters Score -1.061241e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82511 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -10612399.000000 Penalty: 3374.316650
	Iteration 59Q: 3 clusters Score -1.06124e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82731 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -10612890.000000 Penalty: 3374.316650
	Iteration 60F: 3 clusters Score -1.061289e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83219 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -10612990.000000 Penalty: 3374.316650
	Iteration 61Q: 3 clusters Score -1.061299e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83399 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -10613008.000000 Penalty: 3374.316650
	Iteration 62Q: 3 clusters Score -1.061301e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83483 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -10613041.000000 Penalty: 3374.316650
	Iteration 63Q: 3 clusters Score -1.061304e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83528 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -10613065.000000 Penalty: 3374.316650
	Iteration 64Q: 3 clusters Score -1.061306e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83554 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -10613049.000000 Penalty: 3374.316650
	Iteration 65Q: 3 clusters Score -1.061305e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83572 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -10613072.000000 Penalty: 3374.316650
	Iteration 66Q: 3 clusters Score -1.061307e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83585 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -10613076.000000 Penalty: 3374.316650
	Iteration 67Q: 3 clusters Score -1.061308e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83590 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -10613082.000000 Penalty: 3374.316650
	Iteration 68Q: 3 clusters Score -1.061308e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83595 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -10613094.000000 Penalty: 3374.316650
	Iteration 69Q: 3 clusters Score -1.061309e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83598 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -10613097.000000 Penalty: 3374.316650
	Iteration 70Q: 3 clusters Score -1.06131e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83601 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -10613101.000000 Penalty: 3374.316650
	Iteration 71Q: 3 clusters Score -1.06131e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83602 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -10613100.000000 Penalty: 3374.316650
	Iteration 72Q: 3 clusters Score -1.06131e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83603 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -10613103.000000 Penalty: 3374.316650
	Iteration 73Q: 3 clusters Score -1.06131e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83603 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -10613103.000000 Penalty: 3374.316650
	Iteration 74F: 3 clusters Score -1.06131e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Entering Unmasked Estep 
Score: -24259.691406 Penalty: 846.221985
	Iteration 0F: 2 clusters Score -24259.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -23694.333984 Penalty: 1692.443970
	Iteration 0F: 3 clusters Score -23694.33 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -23922.771484 Penalty: 1692.443970
	Iteration 1F: 3 clusters Score -23922.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -23991.970703 Penalty: 1692.443970
	Iteration 2F: 3 clusters Score -23991.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -24040.339844 Penalty: 1692.443970
	Iteration 3Q: 3 clusters Score -24040.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -24085.935547 Penalty: 1692.443970
	Iteration 4Q: 3 clusters Score -24085.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -24109.087891 Penalty: 1692.443970
	Iteration 5Q: 3 clusters Score -24109.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -24120.927734 Penalty: 1692.443970
	Iteration 6Q: 3 clusters Score -24120.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -24120.927734 Penalty: 1692.443970
	Iteration 7F: 3 clusters Score -24120.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Entering Unmasked Estep 
Score: -48448.457031 Penalty: 904.694092
	Iteration 0F: 2 clusters Score -48448.46 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 209 members 
Entering Unmasked Estep 
Score: -47599.429688 Penalty: 1809.388184
	Iteration 0F: 3 clusters Score -47599.43 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -47854.777344 Penalty: 1809.388184
	Iteration 1F: 3 clusters Score -47854.78 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -47929.175781 Penalty: 1809.388184
	Iteration 2Q: 3 clusters Score -47929.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -47983.652344 Penalty: 1809.388184
	Iteration 3Q: 3 clusters Score -47983.65 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -48047.660156 Penalty: 1809.388184
	Iteration 4Q: 3 clusters Score -48047.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -48106.355469 Penalty: 1809.388184
	Iteration 5Q: 3 clusters Score -48106.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -48154.292969 Penalty: 1809.388184
	Iteration 6Q: 3 clusters Score -48154.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -48186.609375 Penalty: 1809.388184
	Iteration 7Q: 3 clusters Score -48186.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -48203.296875 Penalty: 1809.388184
	Iteration 8Q: 3 clusters Score -48203.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -48217.519531 Penalty: 1809.388184
	Iteration 9Q: 3 clusters Score -48217.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -48226.167969 Penalty: 1809.388184
	Iteration 10Q: 3 clusters Score -48226.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -48231.312500 Penalty: 1809.388184
	Iteration 11Q: 3 clusters Score -48231.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -48236.984375 Penalty: 1809.388184
	Iteration 12Q: 3 clusters Score -48236.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -48240.960938 Penalty: 1809.388184
	Iteration 13Q: 3 clusters Score -48240.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -48240.960938 Penalty: 1809.388184
	Iteration 14F: 3 clusters Score -48240.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Entering Unmasked Estep 
Score: -14633.545898 Penalty: 803.918457
	Iteration 0F: 2 clusters Score -14633.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -14095.993164 Penalty: 1607.836914
	Iteration 0F: 3 clusters Score -14095.99 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -14305.858398 Penalty: 1607.836914
	Iteration 1F: 3 clusters Score -14305.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -14415.550781 Penalty: 1607.836914
	Iteration 2F: 3 clusters Score -14415.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -14453.415039 Penalty: 1607.836914
	Iteration 3Q: 3 clusters Score -14453.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -14490.829102 Penalty: 1607.836914
	Iteration 4Q: 3 clusters Score -14490.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -14506.821289 Penalty: 1607.836914
	Iteration 5Q: 3 clusters Score -14506.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -14509.792969 Penalty: 1607.836914
	Iteration 6Q: 3 clusters Score -14509.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -14509.792969 Penalty: 1607.836914
	Iteration 7F: 3 clusters Score -14509.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Entering Unmasked Estep 
Score: -39030.957031 Penalty: 902.636902
	Iteration 0F: 2 clusters Score -39030.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -38218.476562 Penalty: 1805.273804
	Iteration 0F: 3 clusters Score -38218.48 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -38355.578125 Penalty: 1805.273804
	Iteration 1F: 3 clusters Score -38355.58 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -38433.925781 Penalty: 1805.273804
	Iteration 2F: 3 clusters Score -38433.93 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -38511.843750 Penalty: 1805.273804
	Iteration 3Q: 3 clusters Score -38511.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -38547.980469 Penalty: 1805.273804
	Iteration 4Q: 3 clusters Score -38547.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -38587.753906 Penalty: 1805.273804
	Iteration 5Q: 3 clusters Score -38587.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -38625.988281 Penalty: 1805.273804
	Iteration 6Q: 3 clusters Score -38625.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -38637.574219 Penalty: 1805.273804
	Iteration 7Q: 3 clusters Score -38637.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -38663.414062 Penalty: 1805.273804
	Iteration 8Q: 3 clusters Score -38663.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -38698.566406 Penalty: 1805.273804
	Iteration 9Q: 3 clusters Score -38698.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -38739.105469 Penalty: 1805.273804
	Iteration 10Q: 3 clusters Score -38739.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -38749.699219 Penalty: 1805.273804
	Iteration 11Q: 3 clusters Score -38749.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -38772.714844 Penalty: 1805.273804
	Iteration 12Q: 3 clusters Score -38772.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -38783.890625 Penalty: 1805.273804
	Iteration 13Q: 3 clusters Score -38783.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -38783.890625 Penalty: 1805.273804
	Iteration 14F: 3 clusters Score -38783.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -15305.544922 Penalty: 764.206848
	Iteration 0F: 2 clusters Score -15305.54 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 83 members 
Entering Unmasked Estep 
Score: -14773.717773 Penalty: 1528.413696
	Iteration 0F: 3 clusters Score -14773.72 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -14858.345703 Penalty: 1528.413696
	Iteration 1F: 3 clusters Score -14858.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -14905.068359 Penalty: 1528.413696
	Iteration 2Q: 3 clusters Score -14905.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -14910.203125 Penalty: 1528.413696
	Iteration 3Q: 3 clusters Score -14910.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -14910.203125 Penalty: 1528.413696
	Iteration 4F: 3 clusters Score -14910.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (4338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Entering Unmasked Estep 
Score: -580130.500000 Penalty: 1246.225098
	Iteration 0F: 2 clusters Score -580130.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -576831.812500 Penalty: 2492.450195
	Iteration 0F: 3 clusters Score -576831.8 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -577744.250000 Penalty: 2492.450195
	Iteration 1F: 3 clusters Score -577744.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -577935.437500 Penalty: 2492.450195
	Iteration 2F: 3 clusters Score -577935.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -578053.562500 Penalty: 2492.450195
	Iteration 3Q: 3 clusters Score -578053.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -578139.187500 Penalty: 2492.450195
	Iteration 4Q: 3 clusters Score -578139.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -578224.062500 Penalty: 2492.450195
	Iteration 5Q: 3 clusters Score -578224.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -578286.875000 Penalty: 2492.450195
	Iteration 6Q: 3 clusters Score -578286.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -578326.562500 Penalty: 2492.450195
	Iteration 7Q: 3 clusters Score -578326.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -578355.000000 Penalty: 2492.450195
	Iteration 8Q: 3 clusters Score -578355 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -578373.250000 Penalty: 2492.450195
	Iteration 9Q: 3 clusters Score -578373.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -578386.250000 Penalty: 2492.450195
	Iteration 10Q: 3 clusters Score -578386.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -578396.625000 Penalty: 2492.450195
	Iteration 11Q: 3 clusters Score -578396.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -578405.437500 Penalty: 2492.450195
	Iteration 12Q: 3 clusters Score -578405.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -578411.625000 Penalty: 2492.450195
	Iteration 13Q: 3 clusters Score -578411.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -578418.125000 Penalty: 2492.450195
	Iteration 14Q: 3 clusters Score -578418.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -578421.000000 Penalty: 2492.450195
	Iteration 15Q: 3 clusters Score -578421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -578422.937500 Penalty: 2492.450195
	Iteration 16Q: 3 clusters Score -578422.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -578424.750000 Penalty: 2492.450195
	Iteration 17Q: 3 clusters Score -578424.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -578426.375000 Penalty: 2492.450195
	Iteration 18Q: 3 clusters Score -578426.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -578429.187500 Penalty: 2492.450195
	Iteration 19Q: 3 clusters Score -578429.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -578431.562500 Penalty: 2492.450195
	Iteration 20F: 3 clusters Score -578431.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -578432.687500 Penalty: 2492.450195
	Iteration 21Q: 3 clusters Score -578432.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -578436.187500 Penalty: 2492.450195
	Iteration 22Q: 3 clusters Score -578436.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -578437.812500 Penalty: 2492.450195
	Iteration 23Q: 3 clusters Score -578437.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -578441.562500 Penalty: 2492.450195
	Iteration 24Q: 3 clusters Score -578441.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -578444.687500 Penalty: 2492.450195
	Iteration 25Q: 3 clusters Score -578444.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -578448.812500 Penalty: 2492.450195
	Iteration 26Q: 3 clusters Score -578448.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -578450.750000 Penalty: 2492.450195
	Iteration 27Q: 3 clusters Score -578450.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -578453.250000 Penalty: 2492.450195
	Iteration 28Q: 3 clusters Score -578453.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -578454.187500 Penalty: 2492.450195
	Iteration 29Q: 3 clusters Score -578454.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -578457.875000 Penalty: 2492.450195
	Iteration 30Q: 3 clusters Score -578457.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -578460.375000 Penalty: 2492.450195
	Iteration 31Q: 3 clusters Score -578460.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -578465.187500 Penalty: 2492.450195
	Iteration 32Q: 3 clusters Score -578465.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -578468.062500 Penalty: 2492.450195
	Iteration 33Q: 3 clusters Score -578468.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -578471.562500 Penalty: 2492.450195
	Iteration 34Q: 3 clusters Score -578471.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -578473.937500 Penalty: 2492.450195
	Iteration 35Q: 3 clusters Score -578473.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -578478.562500 Penalty: 2492.450195
	Iteration 36Q: 3 clusters Score -578478.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -578481.687500 Penalty: 2492.450195
	Iteration 37Q: 3 clusters Score -578481.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -578485.687500 Penalty: 2492.450195
	Iteration 38Q: 3 clusters Score -578485.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -578488.687500 Penalty: 2492.450195
	Iteration 39Q: 3 clusters Score -578488.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -578491.500000 Penalty: 2492.450195
	Iteration 40F: 3 clusters Score -578491.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -578492.125000 Penalty: 2492.450195
	Iteration 41Q: 3 clusters Score -578492.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -578495.000000 Penalty: 2492.450195
	Iteration 42Q: 3 clusters Score -578495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -578495.437500 Penalty: 2492.450195
	Iteration 43Q: 3 clusters Score -578495.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -578497.312500 Penalty: 2492.450195
	Iteration 44Q: 3 clusters Score -578497.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -578496.625000 Penalty: 2492.450195
	Iteration 45Q: 3 clusters Score -578496.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -578498.625000 Penalty: 2492.450195
	Iteration 46Q: 3 clusters Score -578498.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -578501.187500 Penalty: 2492.450195
	Iteration 47Q: 3 clusters Score -578501.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -578503.937500 Penalty: 2492.450195
	Iteration 48Q: 3 clusters Score -578503.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -578504.375000 Penalty: 2492.450195
	Iteration 49Q: 3 clusters Score -578504.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -578505.500000 Penalty: 2492.450195
	Iteration 50Q: 3 clusters Score -578505.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -578505.000000 Penalty: 2492.450195
	Iteration 51Q: 3 clusters Score -578505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -578506.687500 Penalty: 2492.450195
	Iteration 52Q: 3 clusters Score -578506.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -578507.437500 Penalty: 2492.450195
	Iteration 53Q: 3 clusters Score -578507.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -578507.312500 Penalty: 2492.450195
	Iteration 54Q: 3 clusters Score -578507.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -578506.937500 Penalty: 2492.450195
	Iteration 55Q: 3 clusters Score -578506.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -578507.375000 Penalty: 2492.450195
	Iteration 56Q: 3 clusters Score -578507.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -578509.000000 Penalty: 2492.450195
	Iteration 57Q: 3 clusters Score -578509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -578509.437500 Penalty: 2492.450195
	Iteration 58Q: 3 clusters Score -578509.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -578510.250000 Penalty: 2492.450195
	Iteration 59Q: 3 clusters Score -578510.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -578510.750000 Penalty: 2492.450195
	Iteration 60F: 3 clusters Score -578510.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -578511.812500 Penalty: 2492.450195
	Iteration 61Q: 3 clusters Score -578511.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -578512.625000 Penalty: 2492.450195
	Iteration 62Q: 3 clusters Score -578512.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -578512.625000 Penalty: 2492.450195
	Iteration 63Q: 3 clusters Score -578512.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -578513.625000 Penalty: 2492.450195
	Iteration 64Q: 3 clusters Score -578513.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -578514.562500 Penalty: 2492.450195
	Iteration 65Q: 3 clusters Score -578514.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -578514.812500 Penalty: 2492.450195
	Iteration 66Q: 3 clusters Score -578514.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -578516.187500 Penalty: 2492.450195
	Iteration 67Q: 3 clusters Score -578516.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -578517.125000 Penalty: 2492.450195
	Iteration 68Q: 3 clusters Score -578517.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -578518.375000 Penalty: 2492.450195
	Iteration 69Q: 3 clusters Score -578518.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -578518.437500 Penalty: 2492.450195
	Iteration 70Q: 3 clusters Score -578518.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -578519.812500 Penalty: 2492.450195
	Iteration 71Q: 3 clusters Score -578519.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -578522.625000 Penalty: 2492.450195
	Iteration 72Q: 3 clusters Score -578522.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -578522.937500 Penalty: 2492.450195
	Iteration 73Q: 3 clusters Score -578522.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -578523.625000 Penalty: 2492.450195
	Iteration 74Q: 3 clusters Score -578523.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -578525.125000 Penalty: 2492.450195
	Iteration 75Q: 3 clusters Score -578525.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -578526.500000 Penalty: 2492.450195
	Iteration 76Q: 3 clusters Score -578526.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -578526.812500 Penalty: 2492.450195
	Iteration 77Q: 3 clusters Score -578526.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -578527.562500 Penalty: 2492.450195
	Iteration 78Q: 3 clusters Score -578527.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -578529.625000 Penalty: 2492.450195
	Iteration 79Q: 3 clusters Score -578529.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -578529.750000 Penalty: 2492.450195
	Iteration 80F: 3 clusters Score -578529.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -578531.125000 Penalty: 2492.450195
	Iteration 81Q: 3 clusters Score -578531.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -578533.250000 Penalty: 2492.450195
	Iteration 82Q: 3 clusters Score -578533.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -578534.375000 Penalty: 2492.450195
	Iteration 83Q: 3 clusters Score -578534.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -578536.250000 Penalty: 2492.450195
	Iteration 84Q: 3 clusters Score -578536.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -578537.375000 Penalty: 2492.450195
	Iteration 85Q: 3 clusters Score -578537.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -578539.125000 Penalty: 2492.450195
	Iteration 86Q: 3 clusters Score -578539.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -578538.562500 Penalty: 2492.450195
	Iteration 87Q: 3 clusters Score -578538.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -578539.250000 Penalty: 2492.450195
	Iteration 88Q: 3 clusters Score -578539.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -578540.687500 Penalty: 2492.450195
	Iteration 89Q: 3 clusters Score -578540.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -578542.312500 Penalty: 2492.450195
	Iteration 90Q: 3 clusters Score -578542.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -578544.812500 Penalty: 2492.450195
	Iteration 91Q: 3 clusters Score -578544.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -578546.687500 Penalty: 2492.450195
	Iteration 92Q: 3 clusters Score -578546.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -578548.187500 Penalty: 2492.450195
	Iteration 93Q: 3 clusters Score -578548.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -578549.187500 Penalty: 2492.450195
	Iteration 94Q: 3 clusters Score -578549.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -578550.312500 Penalty: 2492.450195
	Iteration 95Q: 3 clusters Score -578550.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -578551.875000 Penalty: 2492.450195
	Iteration 96Q: 3 clusters Score -578551.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -578552.375000 Penalty: 2492.450195
	Iteration 97Q: 3 clusters Score -578552.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -578552.937500 Penalty: 2492.450195
	Iteration 98Q: 3 clusters Score -578552.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -578554.187500 Penalty: 2492.450195
	Iteration 99Q: 3 clusters Score -578554.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -578554.750000 Penalty: 2492.450195
	Iteration 100F: 3 clusters Score -578554.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -578555.625000 Penalty: 2492.450195
	Iteration 101Q: 3 clusters Score -578555.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -578555.250000 Penalty: 2492.450195
	Iteration 102Q: 3 clusters Score -578555.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -578554.562500 Penalty: 2492.450195
	Iteration 103Q: 3 clusters Score -578554.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -578557.500000 Penalty: 2492.450195
	Iteration 104Q: 3 clusters Score -578557.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -578558.375000 Penalty: 2492.450195
	Iteration 105Q: 3 clusters Score -578558.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -578560.250000 Penalty: 2492.450195
	Iteration 106Q: 3 clusters Score -578560.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -578562.375000 Penalty: 2492.450195
	Iteration 107Q: 3 clusters Score -578562.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -578564.875000 Penalty: 2492.450195
	Iteration 108Q: 3 clusters Score -578564.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -578567.375000 Penalty: 2492.450195
	Iteration 109Q: 3 clusters Score -578567.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -578568.875000 Penalty: 2492.450195
	Iteration 110Q: 3 clusters Score -578568.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -578568.875000 Penalty: 2492.450195
	Iteration 111Q: 3 clusters Score -578568.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -578570.250000 Penalty: 2492.450195
	Iteration 112Q: 3 clusters Score -578570.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -578570.000000 Penalty: 2492.450195
	Iteration 113Q: 3 clusters Score -578570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -578570.812500 Penalty: 2492.450195
	Iteration 114Q: 3 clusters Score -578570.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -578571.625000 Penalty: 2492.450195
	Iteration 115Q: 3 clusters Score -578571.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -578572.125000 Penalty: 2492.450195
	Iteration 116Q: 3 clusters Score -578572.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -578573.000000 Penalty: 2492.450195
	Iteration 117Q: 3 clusters Score -578573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -578573.562500 Penalty: 2492.450195
	Iteration 118Q: 3 clusters Score -578573.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -578574.687500 Penalty: 2492.450195
	Iteration 119Q: 3 clusters Score -578574.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -578574.375000 Penalty: 2492.450195
	Iteration 120F: 3 clusters Score -578574.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -578574.750000 Penalty: 2492.450195
	Iteration 121Q: 3 clusters Score -578574.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -578575.312500 Penalty: 2492.450195
	Iteration 122Q: 3 clusters Score -578575.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -578577.000000 Penalty: 2492.450195
	Iteration 123Q: 3 clusters Score -578577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -578577.625000 Penalty: 2492.450195
	Iteration 124Q: 3 clusters Score -578577.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -578578.687500 Penalty: 2492.450195
	Iteration 125Q: 3 clusters Score -578578.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -578579.625000 Penalty: 2492.450195
	Iteration 126Q: 3 clusters Score -578579.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -578579.625000 Penalty: 2492.450195
	Iteration 127F: 3 clusters Score -578579.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 72566 members 
Mstep: Class 2 contains 41188 members 
Mstep: Class 3 contains 9100 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 67672 members 
Mstep: Class 6 contains 43631 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 5577 members 
Mstep: Class 9 contains 8370 members 
Mstep: Class 10 contains 9854 members 
Mstep: Class 11 contains 9289 members 
Mstep: Class 12 contains 2866 members 
Mstep: Class 13 contains 10860 members 
Mstep: Class 14 contains 1654 members 
Mstep: Class 15 contains 11861 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24886 members 
Mstep: Class 18 contains 24254 members 
Mstep: Class 19 contains 6218 members 
Mstep: Class 20 contains 35625 members 
Mstep: Class 21 contains 8982 members 
Mstep: Class 22 contains 5951 members 
Mstep: Class 23 contains 22165 members 
Mstep: Class 24 contains 5909 members 
Mstep: Class 25 contains 16273 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 59578 members 
Mstep: Class 28 contains 4779 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35014 members 
Mstep: Class 31 contains 21745 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 83988 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 4338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993792.000000 Penalty: 77823.304688
Iteration 279Q: 40 clusters Score -8.099379e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 72525 members 
Mstep: Class 2 contains 41186 members 
Mstep: Class 3 contains 9105 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 67672 members 
Mstep: Class 6 contains 43622 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 5579 members 
Mstep: Class 9 contains 8370 members 
Mstep: Class 10 contains 9854 members 
Mstep: Class 11 contains 9289 members 
Mstep: Class 12 contains 2866 members 
Mstep: Class 13 contains 10862 members 
Mstep: Class 14 contains 1654 members 
Mstep: Class 15 contains 11863 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24886 members 
Mstep: Class 18 contains 24254 members 
Mstep: Class 19 contains 6213 members 
Mstep: Class 20 contains 35625 members 
Mstep: Class 21 contains 8982 members 
Mstep: Class 22 contains 5951 members 
Mstep: Class 23 contains 22165 members 
Mstep: Class 24 contains 5905 members 
Mstep: Class 25 contains 16274 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 59583 members 
Mstep: Class 28 contains 4779 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35015 members 
Mstep: Class 31 contains 21745 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 84013 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 4356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993760.000000 Penalty: 77823.304688
Iteration 280F: 40 clusters Score -8.099376e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 72482 members 
Mstep: Class 2 contains 41187 members 
Mstep: Class 3 contains 9107 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 67671 members 
Mstep: Class 6 contains 43616 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 5582 members 
Mstep: Class 9 contains 8370 members 
Mstep: Class 10 contains 9854 members 
Mstep: Class 11 contains 9289 members 
Mstep: Class 12 contains 2866 members 
Mstep: Class 13 contains 10862 members 
Mstep: Class 14 contains 1654 members 
Mstep: Class 15 contains 11862 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24886 members 
Mstep: Class 18 contains 24254 members 
Mstep: Class 19 contains 6206 members 
Mstep: Class 20 contains 35625 members 
Mstep: Class 21 contains 8982 members 
Mstep: Class 22 contains 5949 members 
Mstep: Class 23 contains 22165 members 
Mstep: Class 24 contains 5905 members 
Mstep: Class 25 contains 16275 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 59587 members 
Mstep: Class 28 contains 4780 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35017 members 
Mstep: Class 31 contains 21745 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 84049 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 4366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993672.000000 Penalty: 77823.304688
Iteration 281Q: 40 clusters Score -8.099367e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 72435 members 
Mstep: Class 2 contains 41192 members 
Mstep: Class 3 contains 9109 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 67669 members 
Mstep: Class 6 contains 43608 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 5583 members 
Mstep: Class 9 contains 8370 members 
Mstep: Class 10 contains 9855 members 
Mstep: Class 11 contains 9289 members 
Mstep: Class 12 contains 2866 members 
Mstep: Class 13 contains 10862 members 
Mstep: Class 14 contains 1654 members 
Mstep: Class 15 contains 11862 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24887 members 
Mstep: Class 18 contains 24253 members 
Mstep: Class 19 contains 6200 members 
Mstep: Class 20 contains 35625 members 
Mstep: Class 21 contains 8983 members 
Mstep: Class 22 contains 5946 members 
Mstep: Class 23 contains 22165 members 
Mstep: Class 24 contains 5904 members 
Mstep: Class 25 contains 16275 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 59595 members 
Mstep: Class 28 contains 4778 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35017 members 
Mstep: Class 31 contains 21745 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 84091 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 4375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993680.000000 Penalty: 77823.304688
Iteration 282Q: 40 clusters Score -8.099368e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 72390 members 
Mstep: Class 2 contains 41197 members 
Mstep: Class 3 contains 9114 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 67667 members 
Mstep: Class 6 contains 43597 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 5585 members 
Mstep: Class 9 contains 8370 members 
Mstep: Class 10 contains 9855 members 
Mstep: Class 11 contains 9289 members 
Mstep: Class 12 contains 2866 members 
Mstep: Class 13 contains 10862 members 
Mstep: Class 14 contains 1654 members 
Mstep: Class 15 contains 11862 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24889 members 
Mstep: Class 18 contains 24252 members 
Mstep: Class 19 contains 6198 members 
Mstep: Class 20 contains 35624 members 
Mstep: Class 21 contains 8983 members 
Mstep: Class 22 contains 5944 members 
Mstep: Class 23 contains 22165 members 
Mstep: Class 24 contains 5905 members 
Mstep: Class 25 contains 16275 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 59592 members 
Mstep: Class 28 contains 4777 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35016 members 
Mstep: Class 31 contains 21745 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 84126 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 4394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993752.000000 Penalty: 77823.304688
Iteration 283Q: 40 clusters Score -8.099375e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 72332 members 
Mstep: Class 2 contains 41198 members 
Mstep: Class 3 contains 9118 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 67667 members 
Mstep: Class 6 contains 43587 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 5586 members 
Mstep: Class 9 contains 8370 members 
Mstep: Class 10 contains 9855 members 
Mstep: Class 11 contains 9289 members 
Mstep: Class 12 contains 2866 members 
Mstep: Class 13 contains 10862 members 
Mstep: Class 14 contains 1654 members 
Mstep: Class 15 contains 11860 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24890 members 
Mstep: Class 18 contains 24252 members 
Mstep: Class 19 contains 6196 members 
Mstep: Class 20 contains 35624 members 
Mstep: Class 21 contains 8983 members 
Mstep: Class 22 contains 5943 members 
Mstep: Class 23 contains 22165 members 
Mstep: Class 24 contains 5905 members 
Mstep: Class 25 contains 16278 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 59593 members 
Mstep: Class 28 contains 4777 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35015 members 
Mstep: Class 31 contains 21745 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 84167 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 4416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993688.000000 Penalty: 77823.304688
Iteration 284Q: 40 clusters Score -8.099369e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 72287 members 
Mstep: Class 2 contains 41202 members 
Mstep: Class 3 contains 9121 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 67666 members 
Mstep: Class 6 contains 43588 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 5587 members 
Mstep: Class 9 contains 8370 members 
Mstep: Class 10 contains 9855 members 
Mstep: Class 11 contains 9289 members 
Mstep: Class 12 contains 2866 members 
Mstep: Class 13 contains 10862 members 
Mstep: Class 14 contains 1654 members 
Mstep: Class 15 contains 11861 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24889 members 
Mstep: Class 18 contains 24252 members 
Mstep: Class 19 contains 6192 members 
Mstep: Class 20 contains 35624 members 
Mstep: Class 21 contains 8983 members 
Mstep: Class 22 contains 5941 members 
Mstep: Class 23 contains 22165 members 
Mstep: Class 24 contains 5904 members 
Mstep: Class 25 contains 16278 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 59598 members 
Mstep: Class 28 contains 4777 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35014 members 
Mstep: Class 31 contains 21745 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 84188 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 4435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993728.000000 Penalty: 77823.304688
Iteration 285Q: 40 clusters Score -8.099373e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 72253 members 
Mstep: Class 2 contains 41203 members 
Mstep: Class 3 contains 9127 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 67666 members 
Mstep: Class 6 contains 43576 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 5588 members 
Mstep: Class 9 contains 8370 members 
Mstep: Class 10 contains 9854 members 
Mstep: Class 11 contains 9289 members 
Mstep: Class 12 contains 2866 members 
Mstep: Class 13 contains 10861 members 
Mstep: Class 14 contains 1654 members 
Mstep: Class 15 contains 11863 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24889 members 
Mstep: Class 18 contains 24252 members 
Mstep: Class 19 contains 6190 members 
Mstep: Class 20 contains 35624 members 
Mstep: Class 21 contains 8983 members 
Mstep: Class 22 contains 5938 members 
Mstep: Class 23 contains 22165 members 
Mstep: Class 24 contains 5905 members 
Mstep: Class 25 contains 16281 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 59600 members 
Mstep: Class 28 contains 4777 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35013 members 
Mstep: Class 31 contains 21745 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 84221 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 4440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993688.000000 Penalty: 77823.304688
Iteration 286Q: 40 clusters Score -8.099369e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 72221 members 
Mstep: Class 2 contains 41199 members 
Mstep: Class 3 contains 9127 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 67666 members 
Mstep: Class 6 contains 43573 members 
Mstep: Class 7 contains 6974 members 
Mstep: Class 8 contains 5589 members 
Mstep: Class 9 contains 8370 members 
Mstep: Class 10 contains 9853 members 
Mstep: Class 11 contains 9289 members 
Mstep: Class 12 contains 2866 members 
Mstep: Class 13 contains 10861 members 
Mstep: Class 14 contains 1654 members 
Mstep: Class 15 contains 11868 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24889 members 
Mstep: Class 18 contains 24252 members 
Mstep: Class 19 contains 6187 members 
Mstep: Class 20 contains 35624 members 
Mstep: Class 21 contains 8983 members 
Mstep: Class 22 contains 5937 members 
Mstep: Class 23 contains 22165 members 
Mstep: Class 24 contains 5905 members 
Mstep: Class 25 contains 16283 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 59592 members 
Mstep: Class 28 contains 4777 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35014 members 
Mstep: Class 31 contains 21745 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 84253 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 4450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993672.000000 Penalty: 77823.304688
Iteration 287Q: 40 clusters Score -8.099367e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 72185 members 
Mstep: Class 2 contains 41202 members 
Mstep: Class 3 contains 9126 members 
Mstep: Class 4 contains 2600 members 
Mstep: Class 5 contains 67666 members 
Mstep: Class 6 contains 43567 members 
Mstep: Class 7 contains 6974 members 
Mstep: Class 8 contains 5591 members 
Mstep: Class 9 contains 8369 members 
Mstep: Class 10 contains 9853 members 
Mstep: Class 11 contains 9289 members 
Mstep: Class 12 contains 2866 members 
Mstep: Class 13 contains 10859 members 
Mstep: Class 14 contains 1654 members 
Mstep: Class 15 contains 11869 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24890 members 
Mstep: Class 18 contains 24252 members 
Mstep: Class 19 contains 6182 members 
Mstep: Class 20 contains 35624 members 
Mstep: Class 21 contains 8983 members 
Mstep: Class 22 contains 5933 members 
Mstep: Class 23 contains 22165 members 
Mstep: Class 24 contains 5904 members 
Mstep: Class 25 contains 16287 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 59604 members 
Mstep: Class 28 contains 4779 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35014 members 
Mstep: Class 31 contains 21745 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 84270 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 4464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993592.000000 Penalty: 77823.304688
Iteration 288Q: 40 clusters Score -8.099359e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 72146 members 
Mstep: Class 2 contains 41199 members 
Mstep: Class 3 contains 9125 members 
Mstep: Class 4 contains 2599 members 
Mstep: Class 5 contains 67665 members 
Mstep: Class 6 contains 43562 members 
Mstep: Class 7 contains 6974 members 
Mstep: Class 8 contains 5594 members 
Mstep: Class 9 contains 8370 members 
Mstep: Class 10 contains 9853 members 
Mstep: Class 11 contains 9289 members 
Mstep: Class 12 contains 2866 members 
Mstep: Class 13 contains 10859 members 
Mstep: Class 14 contains 1654 members 
Mstep: Class 15 contains 11872 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24889 members 
Mstep: Class 18 contains 24252 members 
Mstep: Class 19 contains 6177 members 
Mstep: Class 20 contains 35624 members 
Mstep: Class 21 contains 8983 members 
Mstep: Class 22 contains 5929 members 
Mstep: Class 23 contains 22165 members 
Mstep: Class 24 contains 5903 members 
Mstep: Class 25 contains 16289 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 59627 members 
Mstep: Class 28 contains 4781 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35013 members 
Mstep: Class 31 contains 21745 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 84282 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 4480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993520.000000 Penalty: 77823.304688
Iteration 289Q: 40 clusters Score -8.099352e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 72115 members 
Mstep: Class 2 contains 41199 members 
Mstep: Class 3 contains 9126 members 
Mstep: Class 4 contains 2599 members 
Mstep: Class 5 contains 67666 members 
Mstep: Class 6 contains 43551 members 
Mstep: Class 7 contains 6974 members 
Mstep: Class 8 contains 5593 members 
Mstep: Class 9 contains 8370 members 
Mstep: Class 10 contains 9853 members 
Mstep: Class 11 contains 9289 members 
Mstep: Class 12 contains 2866 members 
Mstep: Class 13 contains 10859 members 
Mstep: Class 14 contains 1654 members 
Mstep: Class 15 contains 11874 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24889 members 
Mstep: Class 18 contains 24253 members 
Mstep: Class 19 contains 6166 members 
Mstep: Class 20 contains 35624 members 
Mstep: Class 21 contains 8983 members 
Mstep: Class 22 contains 5927 members 
Mstep: Class 23 contains 22165 members 
Mstep: Class 24 contains 5900 members 
Mstep: Class 25 contains 16291 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 59641 members 
Mstep: Class 28 contains 4783 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35014 members 
Mstep: Class 31 contains 21745 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 84301 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 4496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993648.000000 Penalty: 77823.304688
Iteration 290Q: 40 clusters Score -8.099365e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 72077 members 
Mstep: Class 2 contains 41201 members 
Mstep: Class 3 contains 9128 members 
Mstep: Class 4 contains 2599 members 
Mstep: Class 5 contains 67667 members 
Mstep: Class 6 contains 43527 members 
Mstep: Class 7 contains 6974 members 
Mstep: Class 8 contains 5594 members 
Mstep: Class 9 contains 8372 members 
Mstep: Class 10 contains 9853 members 
Mstep: Class 11 contains 9289 members 
Mstep: Class 12 contains 2866 members 
Mstep: Class 13 contains 10859 members 
Mstep: Class 14 contains 1654 members 
Mstep: Class 15 contains 11873 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24891 members 
Mstep: Class 18 contains 24253 members 
Mstep: Class 19 contains 6153 members 
Mstep: Class 20 contains 35624 members 
Mstep: Class 21 contains 8982 members 
Mstep: Class 22 contains 5926 members 
Mstep: Class 23 contains 22165 members 
Mstep: Class 24 contains 5899 members 
Mstep: Class 25 contains 16291 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 59670 members 
Mstep: Class 28 contains 4784 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35017 members 
Mstep: Class 31 contains 21745 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 84320 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 4513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993696.000000 Penalty: 77823.304688
Iteration 291Q: 40 clusters Score -8.09937e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 72044 members 
Mstep: Class 2 contains 41200 members 
Mstep: Class 3 contains 9134 members 
Mstep: Class 4 contains 2599 members 
Mstep: Class 5 contains 67666 members 
Mstep: Class 6 contains 43518 members 
Mstep: Class 7 contains 6974 members 
Mstep: Class 8 contains 5595 members 
Mstep: Class 9 contains 8373 members 
Mstep: Class 10 contains 9853 members 
Mstep: Class 11 contains 9289 members 
Mstep: Class 12 contains 2866 members 
Mstep: Class 13 contains 10859 members 
Mstep: Class 14 contains 1653 members 
Mstep: Class 15 contains 11872 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24900 members 
Mstep: Class 18 contains 24252 members 
Mstep: Class 19 contains 6144 members 
Mstep: Class 20 contains 35623 members 
Mstep: Class 21 contains 8982 members 
Mstep: Class 22 contains 5924 members 
Mstep: Class 23 contains 22165 members 
Mstep: Class 24 contains 5897 members 
Mstep: Class 25 contains 16290 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 59689 members 
Mstep: Class 28 contains 4786 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35019 members 
Mstep: Class 31 contains 21745 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 84328 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 4527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993624.000000 Penalty: 77823.304688
Iteration 292Q: 40 clusters Score -8.099362e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 72037 members 
Mstep: Class 2 contains 41196 members 
Mstep: Class 3 contains 9141 members 
Mstep: Class 4 contains 2599 members 
Mstep: Class 5 contains 67665 members 
Mstep: Class 6 contains 43504 members 
Mstep: Class 7 contains 6974 members 
Mstep: Class 8 contains 5595 members 
Mstep: Class 9 contains 8374 members 
Mstep: Class 10 contains 9854 members 
Mstep: Class 11 contains 9289 members 
Mstep: Class 12 contains 2865 members 
Mstep: Class 13 contains 10859 members 
Mstep: Class 14 contains 1653 members 
Mstep: Class 15 contains 11872 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24898 members 
Mstep: Class 18 contains 24252 members 
Mstep: Class 19 contains 6137 members 
Mstep: Class 20 contains 35623 members 
Mstep: Class 21 contains 8982 members 
Mstep: Class 22 contains 5923 members 
Mstep: Class 23 contains 22165 members 
Mstep: Class 24 contains 5897 members 
Mstep: Class 25 contains 16289 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 59681 members 
Mstep: Class 28 contains 4788 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35021 members 
Mstep: Class 31 contains 21746 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 84341 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 4546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993664.000000 Penalty: 77823.304688
Iteration 293Q: 40 clusters Score -8.099366e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 72028 members 
Mstep: Class 2 contains 41193 members 
Mstep: Class 3 contains 9148 members 
Mstep: Class 4 contains 2598 members 
Mstep: Class 5 contains 67665 members 
Mstep: Class 6 contains 43495 members 
Mstep: Class 7 contains 6974 members 
Mstep: Class 8 contains 5596 members 
Mstep: Class 9 contains 8374 members 
Mstep: Class 10 contains 9854 members 
Mstep: Class 11 contains 9289 members 
Mstep: Class 12 contains 2865 members 
Mstep: Class 13 contains 10859 members 
Mstep: Class 14 contains 1654 members 
Mstep: Class 15 contains 11871 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24899 members 
Mstep: Class 18 contains 24252 members 
Mstep: Class 19 contains 6135 members 
Mstep: Class 20 contains 35622 members 
Mstep: Class 21 contains 8982 members 
Mstep: Class 22 contains 5922 members 
Mstep: Class 23 contains 22165 members 
Mstep: Class 24 contains 5897 members 
Mstep: Class 25 contains 16290 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 59668 members 
Mstep: Class 28 contains 4789 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35023 members 
Mstep: Class 31 contains 21746 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 84348 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 4565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993608.000000 Penalty: 77823.304688
Iteration 294Q: 40 clusters Score -8.099361e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 72017 members 
Mstep: Class 2 contains 41196 members 
Mstep: Class 3 contains 9154 members 
Mstep: Class 4 contains 2597 members 
Mstep: Class 5 contains 67666 members 
Mstep: Class 6 contains 43484 members 
Mstep: Class 7 contains 6974 members 
Mstep: Class 8 contains 5597 members 
Mstep: Class 9 contains 8374 members 
Mstep: Class 10 contains 9853 members 
Mstep: Class 11 contains 9289 members 
Mstep: Class 12 contains 2865 members 
Mstep: Class 13 contains 10859 members 
Mstep: Class 14 contains 1655 members 
Mstep: Class 15 contains 11872 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24898 members 
Mstep: Class 18 contains 24252 members 
Mstep: Class 19 contains 6132 members 
Mstep: Class 20 contains 35622 members 
Mstep: Class 21 contains 8982 members 
Mstep: Class 22 contains 5920 members 
Mstep: Class 23 contains 22165 members 
Mstep: Class 24 contains 5897 members 
Mstep: Class 25 contains 16288 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 59673 members 
Mstep: Class 28 contains 4790 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35023 members 
Mstep: Class 31 contains 21747 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 84349 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 4576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993656.000000 Penalty: 77823.304688
Iteration 295Q: 40 clusters Score -8.099366e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 71999 members 
Mstep: Class 2 contains 41196 members 
Mstep: Class 3 contains 9158 members 
Mstep: Class 4 contains 2596 members 
Mstep: Class 5 contains 67667 members 
Mstep: Class 6 contains 43474 members 
Mstep: Class 7 contains 6974 members 
Mstep: Class 8 contains 5599 members 
Mstep: Class 9 contains 8375 members 
Mstep: Class 10 contains 9853 members 
Mstep: Class 11 contains 9289 members 
Mstep: Class 12 contains 2865 members 
Mstep: Class 13 contains 10859 members 
Mstep: Class 14 contains 1655 members 
Mstep: Class 15 contains 11872 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24898 members 
Mstep: Class 18 contains 24252 members 
Mstep: Class 19 contains 6128 members 
Mstep: Class 20 contains 35623 members 
Mstep: Class 21 contains 8981 members 
Mstep: Class 22 contains 5918 members 
Mstep: Class 23 contains 22165 members 
Mstep: Class 24 contains 5896 members 
Mstep: Class 25 contains 16287 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 59678 members 
Mstep: Class 28 contains 4791 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35026 members 
Mstep: Class 31 contains 21747 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 84368 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 4577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993656.000000 Penalty: 77823.304688
Iteration 296Q: 40 clusters Score -8.099366e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 71983 members 
Mstep: Class 2 contains 41196 members 
Mstep: Class 3 contains 9160 members 
Mstep: Class 4 contains 2595 members 
Mstep: Class 5 contains 67666 members 
Mstep: Class 6 contains 43476 members 
Mstep: Class 7 contains 6974 members 
Mstep: Class 8 contains 5599 members 
Mstep: Class 9 contains 8376 members 
Mstep: Class 10 contains 9853 members 
Mstep: Class 11 contains 9289 members 
Mstep: Class 12 contains 2865 members 
Mstep: Class 13 contains 10857 members 
Mstep: Class 14 contains 1655 members 
Mstep: Class 15 contains 11872 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24898 members 
Mstep: Class 18 contains 24252 members 
Mstep: Class 19 contains 6120 members 
Mstep: Class 20 contains 35623 members 
Mstep: Class 21 contains 8980 members 
Mstep: Class 22 contains 5916 members 
Mstep: Class 23 contains 22165 members 
Mstep: Class 24 contains 5893 members 
Mstep: Class 25 contains 16289 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 59690 members 
Mstep: Class 28 contains 4792 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35029 members 
Mstep: Class 31 contains 21747 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 84374 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 4582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993752.000000 Penalty: 77823.304688
Iteration 297Q: 40 clusters Score -8.099375e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 71963 members 
Mstep: Class 2 contains 41197 members 
Mstep: Class 3 contains 9162 members 
Mstep: Class 4 contains 2595 members 
Mstep: Class 5 contains 67666 members 
Mstep: Class 6 contains 43471 members 
Mstep: Class 7 contains 6974 members 
Mstep: Class 8 contains 5599 members 
Mstep: Class 9 contains 8376 members 
Mstep: Class 10 contains 9852 members 
Mstep: Class 11 contains 9289 members 
Mstep: Class 12 contains 2865 members 
Mstep: Class 13 contains 10855 members 
Mstep: Class 14 contains 1655 members 
Mstep: Class 15 contains 11871 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24900 members 
Mstep: Class 18 contains 24252 members 
Mstep: Class 19 contains 6112 members 
Mstep: Class 20 contains 35623 members 
Mstep: Class 21 contains 8980 members 
Mstep: Class 22 contains 5914 members 
Mstep: Class 23 contains 22165 members 
Mstep: Class 24 contains 5891 members 
Mstep: Class 25 contains 16290 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 59719 members 
Mstep: Class 28 contains 4793 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35028 members 
Mstep: Class 31 contains 21747 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 84374 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 4588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993688.000000 Penalty: 77823.304688
Iteration 298Q: 40 clusters Score -8.099369e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 71951 members 
Mstep: Class 2 contains 41196 members 
Mstep: Class 3 contains 9162 members 
Mstep: Class 4 contains 2595 members 
Mstep: Class 5 contains 67664 members 
Mstep: Class 6 contains 43464 members 
Mstep: Class 7 contains 6974 members 
Mstep: Class 8 contains 5599 members 
Mstep: Class 9 contains 8377 members 
Mstep: Class 10 contains 9853 members 
Mstep: Class 11 contains 9289 members 
Mstep: Class 12 contains 2865 members 
Mstep: Class 13 contains 10853 members 
Mstep: Class 14 contains 1655 members 
Mstep: Class 15 contains 11871 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24900 members 
Mstep: Class 18 contains 24252 members 
Mstep: Class 19 contains 6107 members 
Mstep: Class 20 contains 35623 members 
Mstep: Class 21 contains 8981 members 
Mstep: Class 22 contains 5913 members 
Mstep: Class 23 contains 22165 members 
Mstep: Class 24 contains 5887 members 
Mstep: Class 25 contains 16288 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 59735 members 
Mstep: Class 28 contains 4795 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35027 members 
Mstep: Class 31 contains 21747 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 84386 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 4592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993664.000000 Penalty: 77823.304688
Iteration 299Q: 40 clusters Score -8.099366e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 71939 members 
Mstep: Class 2 contains 41199 members 
Mstep: Class 3 contains 9166 members 
Mstep: Class 4 contains 2595 members 
Mstep: Class 5 contains 67663 members 
Mstep: Class 6 contains 43453 members 
Mstep: Class 7 contains 6974 members 
Mstep: Class 8 contains 5600 members 
Mstep: Class 9 contains 8376 members 
Mstep: Class 10 contains 9853 members 
Mstep: Class 11 contains 9289 members 
Mstep: Class 12 contains 2865 members 
Mstep: Class 13 contains 10852 members 
Mstep: Class 14 contains 1655 members 
Mstep: Class 15 contains 11871 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24900 members 
Mstep: Class 18 contains 24253 members 
Mstep: Class 19 contains 6106 members 
Mstep: Class 20 contains 35622 members 
Mstep: Class 21 contains 8981 members 
Mstep: Class 22 contains 5913 members 
Mstep: Class 23 contains 22165 members 
Mstep: Class 24 contains 5886 members 
Mstep: Class 25 contains 16285 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 59742 members 
Mstep: Class 28 contains 4795 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35026 members 
Mstep: Class 31 contains 21747 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 84396 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 4599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993624.000000 Penalty: 77823.304688
Iteration 300F: 40 clusters Score -8.099362e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 71923 members 
Mstep: Class 2 contains 41201 members 
Mstep: Class 3 contains 9170 members 
Mstep: Class 4 contains 2595 members 
Mstep: Class 5 contains 67663 members 
Mstep: Class 6 contains 43448 members 
Mstep: Class 7 contains 6974 members 
Mstep: Class 8 contains 5600 members 
Mstep: Class 9 contains 8376 members 
Mstep: Class 10 contains 9851 members 
Mstep: Class 11 contains 9289 members 
Mstep: Class 12 contains 2865 members 
Mstep: Class 13 contains 10852 members 
Mstep: Class 14 contains 1655 members 
Mstep: Class 15 contains 11873 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24899 members 
Mstep: Class 18 contains 24253 members 
Mstep: Class 19 contains 6105 members 
Mstep: Class 20 contains 35622 members 
Mstep: Class 21 contains 8981 members 
Mstep: Class 22 contains 5914 members 
Mstep: Class 23 contains 22165 members 
Mstep: Class 24 contains 5886 members 
Mstep: Class 25 contains 16285 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 59754 members 
Mstep: Class 28 contains 4795 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35022 members 
Mstep: Class 31 contains 21747 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 84401 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 4602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993600.000000 Penalty: 77823.304688
Iteration 301Q: 40 clusters Score -8.09936e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 71907 members 
Mstep: Class 2 contains 41200 members 
Mstep: Class 3 contains 9171 members 
Mstep: Class 4 contains 2595 members 
Mstep: Class 5 contains 67663 members 
Mstep: Class 6 contains 43447 members 
Mstep: Class 7 contains 6974 members 
Mstep: Class 8 contains 5600 members 
Mstep: Class 9 contains 8376 members 
Mstep: Class 10 contains 9849 members 
Mstep: Class 11 contains 9289 members 
Mstep: Class 12 contains 2865 members 
Mstep: Class 13 contains 10852 members 
Mstep: Class 14 contains 1655 members 
Mstep: Class 15 contains 11875 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24899 members 
Mstep: Class 18 contains 24251 members 
Mstep: Class 19 contains 6104 members 
Mstep: Class 20 contains 35622 members 
Mstep: Class 21 contains 8981 members 
Mstep: Class 22 contains 5914 members 
Mstep: Class 23 contains 22165 members 
Mstep: Class 24 contains 5886 members 
Mstep: Class 25 contains 16283 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 59767 members 
Mstep: Class 28 contains 4795 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35022 members 
Mstep: Class 31 contains 21747 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 84411 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 4601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993672.000000 Penalty: 77823.304688
Iteration 302Q: 40 clusters Score -8.099367e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 71897 members 
Mstep: Class 2 contains 41197 members 
Mstep: Class 3 contains 9175 members 
Mstep: Class 4 contains 2595 members 
Mstep: Class 5 contains 67663 members 
Mstep: Class 6 contains 43442 members 
Mstep: Class 7 contains 6974 members 
Mstep: Class 8 contains 5600 members 
Mstep: Class 9 contains 8376 members 
Mstep: Class 10 contains 9848 members 
Mstep: Class 11 contains 9289 members 
Mstep: Class 12 contains 2865 members 
Mstep: Class 13 contains 10852 members 
Mstep: Class 14 contains 1655 members 
Mstep: Class 15 contains 11878 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24898 members 
Mstep: Class 18 contains 24251 members 
Mstep: Class 19 contains 6104 members 
Mstep: Class 20 contains 35622 members 
Mstep: Class 21 contains 8981 members 
Mstep: Class 22 contains 5914 members 
Mstep: Class 23 contains 22165 members 
Mstep: Class 24 contains 5886 members 
Mstep: Class 25 contains 16280 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 59778 members 
Mstep: Class 28 contains 4795 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35023 members 
Mstep: Class 31 contains 21747 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 84417 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 4599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993632.000000 Penalty: 77823.304688
Iteration 303Q: 40 clusters Score -8.099363e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 71880 members 
Mstep: Class 2 contains 41198 members 
Mstep: Class 3 contains 9172 members 
Mstep: Class 4 contains 2595 members 
Mstep: Class 5 contains 67664 members 
Mstep: Class 6 contains 43438 members 
Mstep: Class 7 contains 6974 members 
Mstep: Class 8 contains 5600 members 
Mstep: Class 9 contains 8377 members 
Mstep: Class 10 contains 9848 members 
Mstep: Class 11 contains 9289 members 
Mstep: Class 12 contains 2865 members 
Mstep: Class 13 contains 10852 members 
Mstep: Class 14 contains 1655 members 
Mstep: Class 15 contains 11879 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24898 members 
Mstep: Class 18 contains 24251 members 
Mstep: Class 19 contains 6103 members 
Mstep: Class 20 contains 35622 members 
Mstep: Class 21 contains 8981 members 
Mstep: Class 22 contains 5915 members 
Mstep: Class 23 contains 22165 members 
Mstep: Class 24 contains 5886 members 
Mstep: Class 25 contains 16279 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 59789 members 
Mstep: Class 28 contains 4795 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35024 members 
Mstep: Class 31 contains 21747 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 84425 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 4600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993584.000000 Penalty: 77823.304688
Iteration 304Q: 40 clusters Score -8.099358e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 71869 members 
Mstep: Class 2 contains 41198 members 
Mstep: Class 3 contains 9175 members 
Mstep: Class 4 contains 2595 members 
Mstep: Class 5 contains 67663 members 
Mstep: Class 6 contains 43433 members 
Mstep: Class 7 contains 6974 members 
Mstep: Class 8 contains 5600 members 
Mstep: Class 9 contains 8377 members 
Mstep: Class 10 contains 9848 members 
Mstep: Class 11 contains 9289 members 
Mstep: Class 12 contains 2865 members 
Mstep: Class 13 contains 10853 members 
Mstep: Class 14 contains 1655 members 
Mstep: Class 15 contains 11881 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24898 members 
Mstep: Class 18 contains 24250 members 
Mstep: Class 19 contains 6103 members 
Mstep: Class 20 contains 35623 members 
Mstep: Class 21 contains 8982 members 
Mstep: Class 22 contains 5915 members 
Mstep: Class 23 contains 22164 members 
Mstep: Class 24 contains 5886 members 
Mstep: Class 25 contains 16278 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 59799 members 
Mstep: Class 28 contains 4795 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35022 members 
Mstep: Class 31 contains 21747 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 84428 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 4601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993544.000000 Penalty: 77823.304688
Iteration 305Q: 40 clusters Score -8.099354e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 71860 members 
Mstep: Class 2 contains 41200 members 
Mstep: Class 3 contains 9176 members 
Mstep: Class 4 contains 2595 members 
Mstep: Class 5 contains 67662 members 
Mstep: Class 6 contains 43431 members 
Mstep: Class 7 contains 6974 members 
Mstep: Class 8 contains 5601 members 
Mstep: Class 9 contains 8378 members 
Mstep: Class 10 contains 9848 members 
Mstep: Class 11 contains 9289 members 
Mstep: Class 12 contains 2865 members 
Mstep: Class 13 contains 10854 members 
Mstep: Class 14 contains 1654 members 
Mstep: Class 15 contains 11881 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24898 members 
Mstep: Class 18 contains 24249 members 
Mstep: Class 19 contains 6100 members 
Mstep: Class 20 contains 35625 members 
Mstep: Class 21 contains 8982 members 
Mstep: Class 22 contains 5915 members 
Mstep: Class 23 contains 22162 members 
Mstep: Class 24 contains 5886 members 
Mstep: Class 25 contains 16277 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 59802 members 
Mstep: Class 28 contains 4795 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35021 members 
Mstep: Class 31 contains 21747 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 84437 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 4602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993504.000000 Penalty: 77823.304688
Iteration 306Q: 40 clusters Score -8.09935e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 71848 members 
Mstep: Class 2 contains 41200 members 
Mstep: Class 3 contains 9177 members 
Mstep: Class 4 contains 2595 members 
Mstep: Class 5 contains 67660 members 
Mstep: Class 6 contains 43431 members 
Mstep: Class 7 contains 6974 members 
Mstep: Class 8 contains 5601 members 
Mstep: Class 9 contains 8378 members 
Mstep: Class 10 contains 9847 members 
Mstep: Class 11 contains 9289 members 
Mstep: Class 12 contains 2865 members 
Mstep: Class 13 contains 10854 members 
Mstep: Class 14 contains 1654 members 
Mstep: Class 15 contains 11882 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24901 members 
Mstep: Class 18 contains 24249 members 
Mstep: Class 19 contains 6094 members 
Mstep: Class 20 contains 35626 members 
Mstep: Class 21 contains 8982 members 
Mstep: Class 22 contains 5915 members 
Mstep: Class 23 contains 22162 members 
Mstep: Class 24 contains 5886 members 
Mstep: Class 25 contains 16277 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 59806 members 
Mstep: Class 28 contains 4795 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35022 members 
Mstep: Class 31 contains 21747 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 84445 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 4604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993576.000000 Penalty: 77823.304688
Iteration 307Q: 40 clusters Score -8.099358e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 71841 members 
Mstep: Class 2 contains 41200 members 
Mstep: Class 3 contains 9180 members 
Mstep: Class 4 contains 2595 members 
Mstep: Class 5 contains 67660 members 
Mstep: Class 6 contains 43426 members 
Mstep: Class 7 contains 6974 members 
Mstep: Class 8 contains 5601 members 
Mstep: Class 9 contains 8378 members 
Mstep: Class 10 contains 9846 members 
Mstep: Class 11 contains 9289 members 
Mstep: Class 12 contains 2865 members 
Mstep: Class 13 contains 10854 members 
Mstep: Class 14 contains 1654 members 
Mstep: Class 15 contains 11882 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24901 members 
Mstep: Class 18 contains 24249 members 
Mstep: Class 19 contains 6092 members 
Mstep: Class 20 contains 35626 members 
Mstep: Class 21 contains 8982 members 
Mstep: Class 22 contains 5915 members 
Mstep: Class 23 contains 22162 members 
Mstep: Class 24 contains 5886 members 
Mstep: Class 25 contains 16277 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 59811 members 
Mstep: Class 28 contains 4795 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35023 members 
Mstep: Class 31 contains 21747 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 84449 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 4606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993544.000000 Penalty: 77823.304688
Iteration 308Q: 40 clusters Score -8.099354e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 71837 members 
Mstep: Class 2 contains 41199 members 
Mstep: Class 3 contains 9181 members 
Mstep: Class 4 contains 2595 members 
Mstep: Class 5 contains 67660 members 
Mstep: Class 6 contains 43423 members 
Mstep: Class 7 contains 6974 members 
Mstep: Class 8 contains 5601 members 
Mstep: Class 9 contains 8378 members 
Mstep: Class 10 contains 9846 members 
Mstep: Class 11 contains 9289 members 
Mstep: Class 12 contains 2865 members 
Mstep: Class 13 contains 10854 members 
Mstep: Class 14 contains 1654 members 
Mstep: Class 15 contains 11882 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24902 members 
Mstep: Class 18 contains 24249 members 
Mstep: Class 19 contains 6090 members 
Mstep: Class 20 contains 35626 members 
Mstep: Class 21 contains 8982 members 
Mstep: Class 22 contains 5915 members 
Mstep: Class 23 contains 22162 members 
Mstep: Class 24 contains 5886 members 
Mstep: Class 25 contains 16275 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 59820 members 
Mstep: Class 28 contains 4795 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35023 members 
Mstep: Class 31 contains 21747 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 84449 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 4607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993576.000000 Penalty: 77823.304688
Iteration 309Q: 40 clusters Score -8.099358e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 71833 members 
Mstep: Class 2 contains 41200 members 
Mstep: Class 3 contains 9182 members 
Mstep: Class 4 contains 2595 members 
Mstep: Class 5 contains 67660 members 
Mstep: Class 6 contains 43418 members 
Mstep: Class 7 contains 6974 members 
Mstep: Class 8 contains 5601 members 
Mstep: Class 9 contains 8378 members 
Mstep: Class 10 contains 9846 members 
Mstep: Class 11 contains 9289 members 
Mstep: Class 12 contains 2865 members 
Mstep: Class 13 contains 10854 members 
Mstep: Class 14 contains 1654 members 
Mstep: Class 15 contains 11882 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24902 members 
Mstep: Class 18 contains 24249 members 
Mstep: Class 19 contains 6088 members 
Mstep: Class 20 contains 35626 members 
Mstep: Class 21 contains 8982 members 
Mstep: Class 22 contains 5915 members 
Mstep: Class 23 contains 22162 members 
Mstep: Class 24 contains 5886 members 
Mstep: Class 25 contains 16275 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 59820 members 
Mstep: Class 28 contains 4795 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35023 members 
Mstep: Class 31 contains 21747 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 84452 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 4613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993560.000000 Penalty: 77823.304688
Iteration 310Q: 40 clusters Score -8.099356e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 71832 members 
Mstep: Class 2 contains 41200 members 
Mstep: Class 3 contains 9184 members 
Mstep: Class 4 contains 2595 members 
Mstep: Class 5 contains 67660 members 
Mstep: Class 6 contains 43417 members 
Mstep: Class 7 contains 6974 members 
Mstep: Class 8 contains 5601 members 
Mstep: Class 9 contains 8379 members 
Mstep: Class 10 contains 9846 members 
Mstep: Class 11 contains 9289 members 
Mstep: Class 12 contains 2865 members 
Mstep: Class 13 contains 10854 members 
Mstep: Class 14 contains 1654 members 
Mstep: Class 15 contains 11882 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24902 members 
Mstep: Class 18 contains 24248 members 
Mstep: Class 19 contains 6090 members 
Mstep: Class 20 contains 35626 members 
Mstep: Class 21 contains 8982 members 
Mstep: Class 22 contains 5915 members 
Mstep: Class 23 contains 22162 members 
Mstep: Class 24 contains 5886 members 
Mstep: Class 25 contains 16275 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 59815 members 
Mstep: Class 28 contains 4795 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35023 members 
Mstep: Class 31 contains 21747 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 84451 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 4617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993568.000000 Penalty: 77823.304688
Iteration 311Q: 40 clusters Score -8.099357e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 71830 members 
Mstep: Class 2 contains 41199 members 
Mstep: Class 3 contains 9187 members 
Mstep: Class 4 contains 2595 members 
Mstep: Class 5 contains 67660 members 
Mstep: Class 6 contains 43418 members 
Mstep: Class 7 contains 6974 members 
Mstep: Class 8 contains 5601 members 
Mstep: Class 9 contains 8380 members 
Mstep: Class 10 contains 9846 members 
Mstep: Class 11 contains 9289 members 
Mstep: Class 12 contains 2865 members 
Mstep: Class 13 contains 10854 members 
Mstep: Class 14 contains 1653 members 
Mstep: Class 15 contains 11882 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24902 members 
Mstep: Class 18 contains 24248 members 
Mstep: Class 19 contains 6089 members 
Mstep: Class 20 contains 35626 members 
Mstep: Class 21 contains 8982 members 
Mstep: Class 22 contains 5915 members 
Mstep: Class 23 contains 22162 members 
Mstep: Class 24 contains 5886 members 
Mstep: Class 25 contains 16275 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 59809 members 
Mstep: Class 28 contains 4795 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35023 members 
Mstep: Class 31 contains 21747 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 84447 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 4627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993544.000000 Penalty: 77823.304688
Iteration 312Q: 40 clusters Score -8.099354e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 71828 members 
Mstep: Class 2 contains 41199 members 
Mstep: Class 3 contains 9188 members 
Mstep: Class 4 contains 2595 members 
Mstep: Class 5 contains 67660 members 
Mstep: Class 6 contains 43420 members 
Mstep: Class 7 contains 6974 members 
Mstep: Class 8 contains 5601 members 
Mstep: Class 9 contains 8379 members 
Mstep: Class 10 contains 9846 members 
Mstep: Class 11 contains 9289 members 
Mstep: Class 12 contains 2865 members 
Mstep: Class 13 contains 10854 members 
Mstep: Class 14 contains 1653 members 
Mstep: Class 15 contains 11883 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24902 members 
Mstep: Class 18 contains 24248 members 
Mstep: Class 19 contains 6088 members 
Mstep: Class 20 contains 35626 members 
Mstep: Class 21 contains 8982 members 
Mstep: Class 22 contains 5915 members 
Mstep: Class 23 contains 22162 members 
Mstep: Class 24 contains 5886 members 
Mstep: Class 25 contains 16277 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 59803 members 
Mstep: Class 28 contains 4795 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35023 members 
Mstep: Class 31 contains 21747 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 84445 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 4633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993560.000000 Penalty: 77823.304688
Iteration 313Q: 40 clusters Score -8.099356e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 71824 members 
Mstep: Class 2 contains 41198 members 
Mstep: Class 3 contains 9189 members 
Mstep: Class 4 contains 2595 members 
Mstep: Class 5 contains 67660 members 
Mstep: Class 6 contains 43421 members 
Mstep: Class 7 contains 6974 members 
Mstep: Class 8 contains 5602 members 
Mstep: Class 9 contains 8379 members 
Mstep: Class 10 contains 9846 members 
Mstep: Class 11 contains 9289 members 
Mstep: Class 12 contains 2865 members 
Mstep: Class 13 contains 10854 members 
Mstep: Class 14 contains 1653 members 
Mstep: Class 15 contains 11883 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24902 members 
Mstep: Class 18 contains 24248 members 
Mstep: Class 19 contains 6087 members 
Mstep: Class 20 contains 35626 members 
Mstep: Class 21 contains 8982 members 
Mstep: Class 22 contains 5915 members 
Mstep: Class 23 contains 22162 members 
Mstep: Class 24 contains 5886 members 
Mstep: Class 25 contains 16277 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 59800 members 
Mstep: Class 28 contains 4795 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35023 members 
Mstep: Class 31 contains 21747 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 84443 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 4641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993592.000000 Penalty: 77823.304688
Iteration 314Q: 40 clusters Score -8.099359e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 71822 members 
Mstep: Class 2 contains 41198 members 
Mstep: Class 3 contains 9187 members 
Mstep: Class 4 contains 2595 members 
Mstep: Class 5 contains 67660 members 
Mstep: Class 6 contains 43421 members 
Mstep: Class 7 contains 6974 members 
Mstep: Class 8 contains 5604 members 
Mstep: Class 9 contains 8379 members 
Mstep: Class 10 contains 9846 members 
Mstep: Class 11 contains 9289 members 
Mstep: Class 12 contains 2865 members 
Mstep: Class 13 contains 10854 members 
Mstep: Class 14 contains 1653 members 
Mstep: Class 15 contains 11883 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24902 members 
Mstep: Class 18 contains 24248 members 
Mstep: Class 19 contains 6087 members 
Mstep: Class 20 contains 35626 members 
Mstep: Class 21 contains 8982 members 
Mstep: Class 22 contains 5914 members 
Mstep: Class 23 contains 22162 members 
Mstep: Class 24 contains 5886 members 
Mstep: Class 25 contains 16277 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 59798 members 
Mstep: Class 28 contains 4795 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35023 members 
Mstep: Class 31 contains 21747 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 84443 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 4646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993608.000000 Penalty: 77823.304688
Iteration 315Q: 40 clusters Score -8.099361e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 71822 members 
Mstep: Class 2 contains 41197 members 
Mstep: Class 3 contains 9183 members 
Mstep: Class 4 contains 2595 members 
Mstep: Class 5 contains 67660 members 
Mstep: Class 6 contains 43420 members 
Mstep: Class 7 contains 6974 members 
Mstep: Class 8 contains 5604 members 
Mstep: Class 9 contains 8379 members 
Mstep: Class 10 contains 9845 members 
Mstep: Class 11 contains 9289 members 
Mstep: Class 12 contains 2865 members 
Mstep: Class 13 contains 10854 members 
Mstep: Class 14 contains 1653 members 
Mstep: Class 15 contains 11883 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24902 members 
Mstep: Class 18 contains 24248 members 
Mstep: Class 19 contains 6088 members 
Mstep: Class 20 contains 35626 members 
Mstep: Class 21 contains 8982 members 
Mstep: Class 22 contains 5914 members 
Mstep: Class 23 contains 22162 members 
Mstep: Class 24 contains 5886 members 
Mstep: Class 25 contains 16278 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 59798 members 
Mstep: Class 28 contains 4795 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35023 members 
Mstep: Class 31 contains 21747 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 84446 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 4648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993560.000000 Penalty: 77823.304688
Iteration 316Q: 40 clusters Score -8.099356e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 71819 members 
Mstep: Class 2 contains 41197 members 
Mstep: Class 3 contains 9187 members 
Mstep: Class 4 contains 2595 members 
Mstep: Class 5 contains 67660 members 
Mstep: Class 6 contains 43418 members 
Mstep: Class 7 contains 6974 members 
Mstep: Class 8 contains 5604 members 
Mstep: Class 9 contains 8378 members 
Mstep: Class 10 contains 9845 members 
Mstep: Class 11 contains 9289 members 
Mstep: Class 12 contains 2865 members 
Mstep: Class 13 contains 10854 members 
Mstep: Class 14 contains 1653 members 
Mstep: Class 15 contains 11883 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24901 members 
Mstep: Class 18 contains 24248 members 
Mstep: Class 19 contains 6088 members 
Mstep: Class 20 contains 35626 members 
Mstep: Class 21 contains 8982 members 
Mstep: Class 22 contains 5914 members 
Mstep: Class 23 contains 22162 members 
Mstep: Class 24 contains 5886 members 
Mstep: Class 25 contains 16279 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 59799 members 
Mstep: Class 28 contains 4795 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35024 members 
Mstep: Class 31 contains 21747 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 84443 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 4651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993544.000000 Penalty: 77823.304688
Iteration 317Q: 40 clusters Score -8.099354e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 71815 members 
Mstep: Class 2 contains 41195 members 
Mstep: Class 3 contains 9189 members 
Mstep: Class 4 contains 2595 members 
Mstep: Class 5 contains 67660 members 
Mstep: Class 6 contains 43418 members 
Mstep: Class 7 contains 6974 members 
Mstep: Class 8 contains 5604 members 
Mstep: Class 9 contains 8376 members 
Mstep: Class 10 contains 9845 members 
Mstep: Class 11 contains 9289 members 
Mstep: Class 12 contains 2865 members 
Mstep: Class 13 contains 10854 members 
Mstep: Class 14 contains 1653 members 
Mstep: Class 15 contains 11883 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24901 members 
Mstep: Class 18 contains 24248 members 
Mstep: Class 19 contains 6089 members 
Mstep: Class 20 contains 35626 members 
Mstep: Class 21 contains 8982 members 
Mstep: Class 22 contains 5914 members 
Mstep: Class 23 contains 22162 members 
Mstep: Class 24 contains 5886 members 
Mstep: Class 25 contains 16278 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 59802 members 
Mstep: Class 28 contains 4795 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35024 members 
Mstep: Class 31 contains 21747 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 84443 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 4654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993536.000000 Penalty: 77823.304688
Iteration 318Q: 40 clusters Score -8.099354e+07 nChanged 20
Entering ConstructFrom: 
Score: -80993536.000000 Penalty: 77823.304688
Entering ConstructFrom: 
Trying to split cluster 1 (71812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71812 members 
Entering Unmasked Estep 
Score: -9144775.000000 Penalty: 1663.852905
	Iteration 0F: 2 clusters Score -9144775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35644 members 
Mstep: Class 2 contains 36168 members 
Entering Unmasked Estep 
Score: -9101310.000000 Penalty: 3327.705811
	Iteration 0F: 3 clusters Score -9101310 nChanged 33451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32841 members 
Mstep: Class 2 contains 38971 members 
Entering Unmasked Estep 
Score: -9120374.000000 Penalty: 3327.705811
	Iteration 1F: 3 clusters Score -9120374 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31096 members 
Mstep: Class 2 contains 40716 members 
Entering Unmasked Estep 
Score: -9121261.000000 Penalty: 3327.705811
	Iteration 2Q: 3 clusters Score -9121261 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28580 members 
Mstep: Class 2 contains 43232 members 
Entering Unmasked Estep 
Score: -9122631.000000 Penalty: 3327.705811
	Iteration 3Q: 3 clusters Score -9122631 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25151 members 
Mstep: Class 2 contains 46661 members 
Entering Unmasked Estep 
Score: -9124641.000000 Penalty: 3327.705811
	Iteration 4F: 3 clusters Score -9124641 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 50857 members 
Entering Unmasked Estep 
Score: -9127322.000000 Penalty: 3327.705811
	Iteration 5F: 3 clusters Score -9127322 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 55397 members 
Entering Unmasked Estep 
Score: -9130447.000000 Penalty: 3327.705811
	Iteration 6F: 3 clusters Score -9130447 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 59791 members 
Entering Unmasked Estep 
Score: -9133681.000000 Penalty: 3327.705811
	Iteration 7F: 3 clusters Score -9133681 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 63618 members 
Entering Unmasked Estep 
Score: -9136608.000000 Penalty: 3327.705811
	Iteration 8F: 3 clusters Score -9136608 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 66628 members 
Entering Unmasked Estep 
Score: -9139116.000000 Penalty: 3327.705811
	Iteration 9Q: 3 clusters Score -9139116 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 68714 members 
Entering Unmasked Estep 
Score: -9140956.000000 Penalty: 3327.705811
	Iteration 10Q: 3 clusters Score -9140956 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 70037 members 
Entering Unmasked Estep 
Score: -9142231.000000 Penalty: 3327.705811
	Iteration 11Q: 3 clusters Score -9142231 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 70724 members 
Entering Unmasked Estep 
Score: -9142718.000000 Penalty: 3327.705811
	Iteration 12Q: 3 clusters Score -9142718 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 71050 members 
Entering Unmasked Estep 
Score: -9142970.000000 Penalty: 3327.705811
	Iteration 13Q: 3 clusters Score -9142970 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 71219 members 
Entering Unmasked Estep 
Score: -9143170.000000 Penalty: 3327.705811
	Iteration 14Q: 3 clusters Score -9143170 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 71302 members 
Entering Unmasked Estep 
Score: -9143284.000000 Penalty: 3327.705811
	Iteration 15Q: 3 clusters Score -9143284 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 71341 members 
Entering Unmasked Estep 
Score: -9143335.000000 Penalty: 3327.705811
	Iteration 16Q: 3 clusters Score -9143335 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 71374 members 
Entering Unmasked Estep 
Score: -9143387.000000 Penalty: 3327.705811
	Iteration 17Q: 3 clusters Score -9143387 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 71392 members 
Entering Unmasked Estep 
Score: -9143419.000000 Penalty: 3327.705811
	Iteration 18Q: 3 clusters Score -9143419 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 71395 members 
Entering Unmasked Estep 
Score: -9143442.000000 Penalty: 3327.705811
	Iteration 19Q: 3 clusters Score -9143442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 71399 members 
Entering Unmasked Estep 
Score: -9143446.000000 Penalty: 3327.705811
	Iteration 20F: 3 clusters Score -9143446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 71404 members 
Entering Unmasked Estep 
Score: -9143463.000000 Penalty: 3327.705811
	Iteration 21Q: 3 clusters Score -9143463 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 71407 members 
Entering Unmasked Estep 
Score: -9143467.000000 Penalty: 3327.705811
	Iteration 22Q: 3 clusters Score -9143467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 71413 members 
Entering Unmasked Estep 
Score: -9143470.000000 Penalty: 3327.705811
	Iteration 23Q: 3 clusters Score -9143470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 71419 members 
Entering Unmasked Estep 
Score: -9143471.000000 Penalty: 3327.705811
	Iteration 24Q: 3 clusters Score -9143471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 71420 members 
Entering Unmasked Estep 
Score: -9143478.000000 Penalty: 3327.705811
	Iteration 25Q: 3 clusters Score -9143478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 71423 members 
Entering Unmasked Estep 
Score: -9143477.000000 Penalty: 3327.705811
	Iteration 26Q: 3 clusters Score -9143477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 71428 members 
Entering Unmasked Estep 
Score: -9143477.000000 Penalty: 3327.705811
	Iteration 27Q: 3 clusters Score -9143477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 71427 members 
Entering Unmasked Estep 
Score: -9143477.000000 Penalty: 3327.705811
	Iteration 28Q: 3 clusters Score -9143477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 71429 members 
Entering Unmasked Estep 
Score: -9143474.000000 Penalty: 3327.705811
	Iteration 29Q: 3 clusters Score -9143474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 71430 members 
Entering Unmasked Estep 
Score: -9143479.000000 Penalty: 3327.705811
	Iteration 30Q: 3 clusters Score -9143479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 71430 members 
Entering Unmasked Estep 
Score: -9143479.000000 Penalty: 3327.705811
	Iteration 31F: 3 clusters Score -9143479 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (41196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41196 members 
Entering Unmasked Estep 
Score: -5062945.000000 Penalty: 1581.163208
	Iteration 0F: 2 clusters Score -5062945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 20519 members 
Entering Unmasked Estep 
Score: -5036141.000000 Penalty: 3162.326416
	Iteration 0F: 3 clusters Score -5036141 nChanged 18975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -5046865.000000 Penalty: 3162.326416
	Iteration 1F: 3 clusters Score -5046865 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22239 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -5047513.000000 Penalty: 3162.326416
	Iteration 2Q: 3 clusters Score -5047513 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23164 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -5048146.500000 Penalty: 3162.326416
	Iteration 3Q: 3 clusters Score -5048146 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -5048900.500000 Penalty: 3162.326416
	Iteration 4Q: 3 clusters Score -5048900 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26101 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -5049941.500000 Penalty: 3162.326416
	Iteration 5F: 3 clusters Score -5049942 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28222 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -5051413.500000 Penalty: 3162.326416
	Iteration 6F: 3 clusters Score -5051414 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30773 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -5053446.000000 Penalty: 3162.326416
	Iteration 7F: 3 clusters Score -5053446 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33488 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -5055762.000000 Penalty: 3162.326416
	Iteration 8F: 3 clusters Score -5055762 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35972 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -5057941.500000 Penalty: 3162.326416
	Iteration 9F: 3 clusters Score -5057942 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37831 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -5059554.000000 Penalty: 3162.326416
	Iteration 10Q: 3 clusters Score -5059554 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39047 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -5060492.500000 Penalty: 3162.326416
	Iteration 11Q: 3 clusters Score -5060492 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39788 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -5061068.000000 Penalty: 3162.326416
	Iteration 12Q: 3 clusters Score -5061068 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40179 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -5061364.000000 Penalty: 3162.326416
	Iteration 13Q: 3 clusters Score -5061364 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40372 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -5061499.500000 Penalty: 3162.326416
	Iteration 14Q: 3 clusters Score -5061500 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40478 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -5061571.000000 Penalty: 3162.326416
	Iteration 15Q: 3 clusters Score -5061571 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40543 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -5061615.000000 Penalty: 3162.326416
	Iteration 16Q: 3 clusters Score -5061615 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40594 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -5061649.000000 Penalty: 3162.326416
	Iteration 17Q: 3 clusters Score -5061649 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40632 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -5061669.000000 Penalty: 3162.326416
	Iteration 18Q: 3 clusters Score -5061669 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40650 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -5061688.500000 Penalty: 3162.326416
	Iteration 19Q: 3 clusters Score -5061688 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40666 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -5061699.500000 Penalty: 3162.326416
	Iteration 20F: 3 clusters Score -5061700 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40680 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -5061717.500000 Penalty: 3162.326416
	Iteration 21Q: 3 clusters Score -5061718 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40693 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -5061723.500000 Penalty: 3162.326416
	Iteration 22Q: 3 clusters Score -5061724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40695 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -5061728.000000 Penalty: 3162.326416
	Iteration 23Q: 3 clusters Score -5061728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40695 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -5061728.000000 Penalty: 3162.326416
	Iteration 24Q: 3 clusters Score -5061728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40697 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -5061730.000000 Penalty: 3162.326416
	Iteration 25Q: 3 clusters Score -5061730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40701 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -5061728.500000 Penalty: 3162.326416
	Iteration 26Q: 3 clusters Score -5061728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40704 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -5061740.000000 Penalty: 3162.326416
	Iteration 27Q: 3 clusters Score -5061740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40709 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -5061745.500000 Penalty: 3162.326416
	Iteration 28Q: 3 clusters Score -5061746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40711 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -5061747.500000 Penalty: 3162.326416
	Iteration 29Q: 3 clusters Score -5061748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40713 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -5061750.500000 Penalty: 3162.326416
	Iteration 30Q: 3 clusters Score -5061750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40716 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -5061751.000000 Penalty: 3162.326416
	Iteration 31Q: 3 clusters Score -5061751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40719 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -5061765.500000 Penalty: 3162.326416
	Iteration 32Q: 3 clusters Score -5061766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40721 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -5061769.000000 Penalty: 3162.326416
	Iteration 33Q: 3 clusters Score -5061769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40725 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -5061765.000000 Penalty: 3162.326416
	Iteration 34Q: 3 clusters Score -5061765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40727 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -5061768.500000 Penalty: 3162.326416
	Iteration 35Q: 3 clusters Score -5061768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40728 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -5061767.000000 Penalty: 3162.326416
	Iteration 36Q: 3 clusters Score -5061767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40730 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -5061766.500000 Penalty: 3162.326416
	Iteration 37Q: 3 clusters Score -5061766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40732 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -5061771.000000 Penalty: 3162.326416
	Iteration 38Q: 3 clusters Score -5061771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40733 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -5061771.500000 Penalty: 3162.326416
	Iteration 39Q: 3 clusters Score -5061772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40734 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -5061773.500000 Penalty: 3162.326416
	Iteration 40F: 3 clusters Score -5061774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40735 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -5061770.500000 Penalty: 3162.326416
	Iteration 41Q: 3 clusters Score -5061770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40736 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -5061772.000000 Penalty: 3162.326416
	Iteration 42Q: 3 clusters Score -5061772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40738 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -5061768.000000 Penalty: 3162.326416
	Iteration 43Q: 3 clusters Score -5061768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40741 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -5061781.500000 Penalty: 3162.326416
	Iteration 44Q: 3 clusters Score -5061782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40741 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -5061780.500000 Penalty: 3162.326416
	Iteration 45Q: 3 clusters Score -5061780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40741 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -5061783.000000 Penalty: 3162.326416
	Iteration 46Q: 3 clusters Score -5061783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40742 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -5061779.000000 Penalty: 3162.326416
	Iteration 47Q: 3 clusters Score -5061779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40744 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -5061780.000000 Penalty: 3162.326416
	Iteration 48Q: 3 clusters Score -5061780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40746 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -5061782.000000 Penalty: 3162.326416
	Iteration 49Q: 3 clusters Score -5061782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40747 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -5061782.500000 Penalty: 3162.326416
	Iteration 50Q: 3 clusters Score -5061782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40749 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -5061784.500000 Penalty: 3162.326416
	Iteration 51Q: 3 clusters Score -5061784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40748 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -5061791.000000 Penalty: 3162.326416
	Iteration 52Q: 3 clusters Score -5061791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40750 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -5061787.000000 Penalty: 3162.326416
	Iteration 53Q: 3 clusters Score -5061787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40752 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -5061786.000000 Penalty: 3162.326416
	Iteration 54Q: 3 clusters Score -5061786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40754 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -5061794.000000 Penalty: 3162.326416
	Iteration 55Q: 3 clusters Score -5061794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40757 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -5061797.500000 Penalty: 3162.326416
	Iteration 56Q: 3 clusters Score -5061798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40757 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -5061797.500000 Penalty: 3162.326416
	Iteration 57F: 3 clusters Score -5061798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Entering Unmasked Estep 
Score: -1164153.000000 Penalty: 1358.010620
	Iteration 0F: 2 clusters Score -1164153 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 4508 members 
Entering Unmasked Estep 
Score: -1157894.875000 Penalty: 2716.021240
	Iteration 0F: 3 clusters Score -1157895 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1159948.375000 Penalty: 2716.021240
	Iteration 1F: 3 clusters Score -1159948 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1160275.750000 Penalty: 2716.021240
	Iteration 2F: 3 clusters Score -1160276 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1160509.250000 Penalty: 2716.021240
	Iteration 3F: 3 clusters Score -1160509 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1160685.000000 Penalty: 2716.021240
	Iteration 4Q: 3 clusters Score -1160685 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1160854.500000 Penalty: 2716.021240
	Iteration 5Q: 3 clusters Score -1160854 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1161036.625000 Penalty: 2716.021240
	Iteration 6Q: 3 clusters Score -1161037 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1161198.375000 Penalty: 2716.021240
	Iteration 7Q: 3 clusters Score -1161198 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1161379.000000 Penalty: 2716.021240
	Iteration 8Q: 3 clusters Score -1161379 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1161572.625000 Penalty: 2716.021240
	Iteration 9Q: 3 clusters Score -1161573 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1161759.875000 Penalty: 2716.021240
	Iteration 10Q: 3 clusters Score -1161760 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1161942.625000 Penalty: 2716.021240
	Iteration 11Q: 3 clusters Score -1161943 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1162141.750000 Penalty: 2716.021240
	Iteration 12Q: 3 clusters Score -1162142 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1162303.250000 Penalty: 2716.021240
	Iteration 13Q: 3 clusters Score -1162303 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1162409.875000 Penalty: 2716.021240
	Iteration 14Q: 3 clusters Score -1162410 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1162506.375000 Penalty: 2716.021240
	Iteration 15Q: 3 clusters Score -1162506 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1162604.750000 Penalty: 2716.021240
	Iteration 16Q: 3 clusters Score -1162605 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1162705.500000 Penalty: 2716.021240
	Iteration 17Q: 3 clusters Score -1162706 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1162783.250000 Penalty: 2716.021240
	Iteration 18Q: 3 clusters Score -1162783 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1162848.875000 Penalty: 2716.021240
	Iteration 19Q: 3 clusters Score -1162849 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1162890.625000 Penalty: 2716.021240
	Iteration 20F: 3 clusters Score -1162891 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1162921.750000 Penalty: 2716.021240
	Iteration 21Q: 3 clusters Score -1162922 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1162946.625000 Penalty: 2716.021240
	Iteration 22Q: 3 clusters Score -1162947 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1162972.375000 Penalty: 2716.021240
	Iteration 23Q: 3 clusters Score -1162972 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1163004.750000 Penalty: 2716.021240
	Iteration 24Q: 3 clusters Score -1163005 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1163028.000000 Penalty: 2716.021240
	Iteration 25Q: 3 clusters Score -1163028 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1163039.250000 Penalty: 2716.021240
	Iteration 26Q: 3 clusters Score -1163039 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1163047.625000 Penalty: 2716.021240
	Iteration 27Q: 3 clusters Score -1163048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1163053.375000 Penalty: 2716.021240
	Iteration 28Q: 3 clusters Score -1163053 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1163062.250000 Penalty: 2716.021240
	Iteration 29Q: 3 clusters Score -1163062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1163067.125000 Penalty: 2716.021240
	Iteration 30Q: 3 clusters Score -1163067 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1163071.750000 Penalty: 2716.021240
	Iteration 31Q: 3 clusters Score -1163072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1163071.875000 Penalty: 2716.021240
	Iteration 32Q: 3 clusters Score -1163072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1163075.375000 Penalty: 2716.021240
	Iteration 33Q: 3 clusters Score -1163075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1163079.250000 Penalty: 2716.021240
	Iteration 34Q: 3 clusters Score -1163079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1163083.750000 Penalty: 2716.021240
	Iteration 35Q: 3 clusters Score -1163084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1163083.750000 Penalty: 2716.021240
	Iteration 36Q: 3 clusters Score -1163084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1163086.875000 Penalty: 2716.021240
	Iteration 37Q: 3 clusters Score -1163087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1163088.000000 Penalty: 2716.021240
	Iteration 38Q: 3 clusters Score -1163088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1163089.375000 Penalty: 2716.021240
	Iteration 39Q: 3 clusters Score -1163089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1163088.750000 Penalty: 2716.021240
	Iteration 40F: 3 clusters Score -1163089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1163089.625000 Penalty: 2716.021240
	Iteration 41Q: 3 clusters Score -1163090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1163089.625000 Penalty: 2716.021240
	Iteration 42F: 3 clusters Score -1163090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Entering Unmasked Estep 
Score: -281082.937500 Penalty: 1169.767700
	Iteration 0F: 2 clusters Score -281082.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -278865.156250 Penalty: 2339.535400
	Iteration 0F: 3 clusters Score -278865.2 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -279523.468750 Penalty: 2339.535400
	Iteration 1F: 3 clusters Score -279523.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -279743.906250 Penalty: 2339.535400
	Iteration 2F: 3 clusters Score -279743.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -279888.093750 Penalty: 2339.535400
	Iteration 3F: 3 clusters Score -279888.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -280004.156250 Penalty: 2339.535400
	Iteration 4Q: 3 clusters Score -280004.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -280087.250000 Penalty: 2339.535400
	Iteration 5Q: 3 clusters Score -280087.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -280162.500000 Penalty: 2339.535400
	Iteration 6Q: 3 clusters Score -280162.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -280224.906250 Penalty: 2339.535400
	Iteration 7Q: 3 clusters Score -280224.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -280281.468750 Penalty: 2339.535400
	Iteration 8Q: 3 clusters Score -280281.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -280336.468750 Penalty: 2339.535400
	Iteration 9Q: 3 clusters Score -280336.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -280398.562500 Penalty: 2339.535400
	Iteration 10Q: 3 clusters Score -280398.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -280450.468750 Penalty: 2339.535400
	Iteration 11Q: 3 clusters Score -280450.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -280498.625000 Penalty: 2339.535400
	Iteration 12Q: 3 clusters Score -280498.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -280547.937500 Penalty: 2339.535400
	Iteration 13Q: 3 clusters Score -280547.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -280606.406250 Penalty: 2339.535400
	Iteration 14Q: 3 clusters Score -280606.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -280655.562500 Penalty: 2339.535400
	Iteration 15Q: 3 clusters Score -280655.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -280706.281250 Penalty: 2339.535400
	Iteration 16Q: 3 clusters Score -280706.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -280747.468750 Penalty: 2339.535400
	Iteration 17Q: 3 clusters Score -280747.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -280771.000000 Penalty: 2339.535400
	Iteration 18Q: 3 clusters Score -280771 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -280787.750000 Penalty: 2339.535400
	Iteration 19Q: 3 clusters Score -280787.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -280798.656250 Penalty: 2339.535400
	Iteration 20F: 3 clusters Score -280798.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -280812.218750 Penalty: 2339.535400
	Iteration 21Q: 3 clusters Score -280812.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -280820.437500 Penalty: 2339.535400
	Iteration 22Q: 3 clusters Score -280820.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -280824.437500 Penalty: 2339.535400
	Iteration 23Q: 3 clusters Score -280824.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -280827.312500 Penalty: 2339.535400
	Iteration 24Q: 3 clusters Score -280827.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -280829.937500 Penalty: 2339.535400
	Iteration 25Q: 3 clusters Score -280829.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -280831.906250 Penalty: 2339.535400
	Iteration 26Q: 3 clusters Score -280831.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -280834.625000 Penalty: 2339.535400
	Iteration 27Q: 3 clusters Score -280834.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -280834.625000 Penalty: 2339.535400
	Iteration 28F: 3 clusters Score -280834.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (67660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67660 members 
Entering Unmasked Estep 
Score: -8427376.000000 Penalty: 1654.990967
	Iteration 0F: 2 clusters Score -8427376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33976 members 
Mstep: Class 2 contains 33684 members 
Entering Unmasked Estep 
Score: -8385428.000000 Penalty: 3309.981934
	Iteration 0F: 3 clusters Score -8385428 nChanged 31613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35699 members 
Mstep: Class 2 contains 31961 members 
Entering Unmasked Estep 
Score: -8402962.000000 Penalty: 3309.981934
	Iteration 1F: 3 clusters Score -8402962 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36815 members 
Mstep: Class 2 contains 30845 members 
Entering Unmasked Estep 
Score: -8403642.000000 Penalty: 3309.981934
	Iteration 2Q: 3 clusters Score -8403642 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38394 members 
Mstep: Class 2 contains 29266 members 
Entering Unmasked Estep 
Score: -8404358.000000 Penalty: 3309.981934
	Iteration 3Q: 3 clusters Score -8404358 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40664 members 
Mstep: Class 2 contains 26996 members 
Entering Unmasked Estep 
Score: -8405389.000000 Penalty: 3309.981934
	Iteration 4Q: 3 clusters Score -8405389 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43821 members 
Mstep: Class 2 contains 23839 members 
Entering Unmasked Estep 
Score: -8406787.000000 Penalty: 3309.981934
	Iteration 5F: 3 clusters Score -8406787 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47927 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -8409067.000000 Penalty: 3309.981934
	Iteration 6F: 3 clusters Score -8409067 nChanged 5066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52909 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -8412352.000000 Penalty: 3309.981934
	Iteration 7F: 3 clusters Score -8412352 nChanged 5239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58122 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -8416669.000000 Penalty: 3309.981934
	Iteration 8F: 3 clusters Score -8416669 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62630 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -8420865.000000 Penalty: 3309.981934
	Iteration 9F: 3 clusters Score -8420865 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65427 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -8423691.000000 Penalty: 3309.981934
	Iteration 10Q: 3 clusters Score -8423691 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66690 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -8425045.000000 Penalty: 3309.981934
	Iteration 11Q: 3 clusters Score -8425045 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67139 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -8425610.000000 Penalty: 3309.981934
	Iteration 12Q: 3 clusters Score -8425610 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67290 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -8425822.000000 Penalty: 3309.981934
	Iteration 13Q: 3 clusters Score -8425822 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67340 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -8425914.000000 Penalty: 3309.981934
	Iteration 14Q: 3 clusters Score -8425914 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67363 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -8425966.000000 Penalty: 3309.981934
	Iteration 15Q: 3 clusters Score -8425966 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67375 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -8425996.000000 Penalty: 3309.981934
	Iteration 16Q: 3 clusters Score -8425996 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67379 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -8426014.000000 Penalty: 3309.981934
	Iteration 17Q: 3 clusters Score -8426014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67384 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -8426035.000000 Penalty: 3309.981934
	Iteration 18Q: 3 clusters Score -8426035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67387 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -8426045.000000 Penalty: 3309.981934
	Iteration 19Q: 3 clusters Score -8426045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67389 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -8426053.000000 Penalty: 3309.981934
	Iteration 20F: 3 clusters Score -8426053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67387 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -8426064.000000 Penalty: 3309.981934
	Iteration 21Q: 3 clusters Score -8426064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67386 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -8426061.000000 Penalty: 3309.981934
	Iteration 22Q: 3 clusters Score -8426061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67384 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -8426061.000000 Penalty: 3309.981934
	Iteration 23Q: 3 clusters Score -8426061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67384 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -8426061.000000 Penalty: 3309.981934
	Iteration 24F: 3 clusters Score -8426061 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (43412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43412 members 
Entering Unmasked Estep 
Score: -5302583.500000 Penalty: 1588.959595
	Iteration 0F: 2 clusters Score -5302584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21796 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -5274629.000000 Penalty: 3177.919189
	Iteration 0F: 3 clusters Score -5274629 nChanged 19779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -5285471.000000 Penalty: 3177.919189
	Iteration 1F: 3 clusters Score -5285471 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22967 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
Score: -5285975.000000 Penalty: 3177.919189
	Iteration 2Q: 3 clusters Score -5285975 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
Score: -5286470.000000 Penalty: 3177.919189
	Iteration 3Q: 3 clusters Score -5286470 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24374 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -5287107.500000 Penalty: 3177.919189
	Iteration 4Q: 3 clusters Score -5287108 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25541 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -5287822.500000 Penalty: 3177.919189
	Iteration 5Q: 3 clusters Score -5287822 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27024 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -5288748.500000 Penalty: 3177.919189
	Iteration 6Q: 3 clusters Score -5288748 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28866 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -5290016.000000 Penalty: 3177.919189
	Iteration 7F: 3 clusters Score -5290016 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31080 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -5291662.000000 Penalty: 3177.919189
	Iteration 8F: 3 clusters Score -5291662 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33397 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -5293561.000000 Penalty: 3177.919189
	Iteration 9F: 3 clusters Score -5293561 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35723 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -5295608.000000 Penalty: 3177.919189
	Iteration 10F: 3 clusters Score -5295608 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37707 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -5297391.000000 Penalty: 3177.919189
	Iteration 11Q: 3 clusters Score -5297391 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39211 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -5298722.500000 Penalty: 3177.919189
	Iteration 12Q: 3 clusters Score -5298722 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40249 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -5299589.000000 Penalty: 3177.919189
	Iteration 13Q: 3 clusters Score -5299589 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40981 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -5300196.000000 Penalty: 3177.919189
	Iteration 14Q: 3 clusters Score -5300196 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41499 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -5300557.000000 Penalty: 3177.919189
	Iteration 15Q: 3 clusters Score -5300557 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41864 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -5300802.500000 Penalty: 3177.919189
	Iteration 16Q: 3 clusters Score -5300802 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42125 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -5300969.500000 Penalty: 3177.919189
	Iteration 17Q: 3 clusters Score -5300970 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42294 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -5301075.000000 Penalty: 3177.919189
	Iteration 18Q: 3 clusters Score -5301075 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42407 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -5301146.500000 Penalty: 3177.919189
	Iteration 19Q: 3 clusters Score -5301146 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42501 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -5301211.000000 Penalty: 3177.919189
	Iteration 20F: 3 clusters Score -5301211 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42578 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -5301255.500000 Penalty: 3177.919189
	Iteration 21Q: 3 clusters Score -5301256 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42635 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -5301297.000000 Penalty: 3177.919189
	Iteration 22Q: 3 clusters Score -5301297 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42667 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -5301321.000000 Penalty: 3177.919189
	Iteration 23Q: 3 clusters Score -5301321 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42693 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -5301344.500000 Penalty: 3177.919189
	Iteration 24Q: 3 clusters Score -5301344 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42719 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -5301363.500000 Penalty: 3177.919189
	Iteration 25Q: 3 clusters Score -5301364 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42740 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -5301371.000000 Penalty: 3177.919189
	Iteration 26Q: 3 clusters Score -5301371 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42756 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -5301380.500000 Penalty: 3177.919189
	Iteration 27Q: 3 clusters Score -5301380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42765 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -5301389.000000 Penalty: 3177.919189
	Iteration 28Q: 3 clusters Score -5301389 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42773 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -5301397.000000 Penalty: 3177.919189
	Iteration 29Q: 3 clusters Score -5301397 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42779 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -5301407.000000 Penalty: 3177.919189
	Iteration 30Q: 3 clusters Score -5301407 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42784 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -5301412.000000 Penalty: 3177.919189
	Iteration 31Q: 3 clusters Score -5301412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42788 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -5301414.500000 Penalty: 3177.919189
	Iteration 32Q: 3 clusters Score -5301414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42793 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -5301418.000000 Penalty: 3177.919189
	Iteration 33Q: 3 clusters Score -5301418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42794 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -5301419.500000 Penalty: 3177.919189
	Iteration 34Q: 3 clusters Score -5301420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42794 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -5301419.500000 Penalty: 3177.919189
	Iteration 35F: 3 clusters Score -5301420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Entering Unmasked Estep 
Score: -885925.937500 Penalty: 1316.871704
	Iteration 0F: 2 clusters Score -885925.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -881012.937500 Penalty: 2633.743408
	Iteration 0F: 3 clusters Score -881012.9 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -882445.437500 Penalty: 2633.743408
	Iteration 1F: 3 clusters Score -882445.4 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -882667.187500 Penalty: 2633.743408
	Iteration 2F: 3 clusters Score -882667.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -882804.312500 Penalty: 2633.743408
	Iteration 3Q: 3 clusters Score -882804.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -882904.437500 Penalty: 2633.743408
	Iteration 4Q: 3 clusters Score -882904.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -882984.375000 Penalty: 2633.743408
	Iteration 5Q: 3 clusters Score -882984.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -883043.687500 Penalty: 2633.743408
	Iteration 6Q: 3 clusters Score -883043.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -883085.687500 Penalty: 2633.743408
	Iteration 7Q: 3 clusters Score -883085.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -883123.687500 Penalty: 2633.743408
	Iteration 8Q: 3 clusters Score -883123.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -883158.812500 Penalty: 2633.743408
	Iteration 9Q: 3 clusters Score -883158.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -883197.937500 Penalty: 2633.743408
	Iteration 10Q: 3 clusters Score -883197.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -883239.625000 Penalty: 2633.743408
	Iteration 11Q: 3 clusters Score -883239.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -883269.437500 Penalty: 2633.743408
	Iteration 12Q: 3 clusters Score -883269.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -883300.500000 Penalty: 2633.743408
	Iteration 13Q: 3 clusters Score -883300.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -883336.312500 Penalty: 2633.743408
	Iteration 14Q: 3 clusters Score -883336.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -883379.562500 Penalty: 2633.743408
	Iteration 15Q: 3 clusters Score -883379.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -883429.250000 Penalty: 2633.743408
	Iteration 16Q: 3 clusters Score -883429.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -883484.312500 Penalty: 2633.743408
	Iteration 17Q: 3 clusters Score -883484.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -883568.687500 Penalty: 2633.743408
	Iteration 18Q: 3 clusters Score -883568.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -883661.000000 Penalty: 2633.743408
	Iteration 19Q: 3 clusters Score -883661 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -883767.312500 Penalty: 2633.743408
	Iteration 20F: 3 clusters Score -883767.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -883868.937500 Penalty: 2633.743408
	Iteration 21Q: 3 clusters Score -883868.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -883976.437500 Penalty: 2633.743408
	Iteration 22Q: 3 clusters Score -883976.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -884122.312500 Penalty: 2633.743408
	Iteration 23Q: 3 clusters Score -884122.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -884261.687500 Penalty: 2633.743408
	Iteration 24Q: 3 clusters Score -884261.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -884378.562500 Penalty: 2633.743408
	Iteration 25Q: 3 clusters Score -884378.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -884468.937500 Penalty: 2633.743408
	Iteration 26Q: 3 clusters Score -884468.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -884546.500000 Penalty: 2633.743408
	Iteration 27Q: 3 clusters Score -884546.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -884616.812500 Penalty: 2633.743408
	Iteration 28Q: 3 clusters Score -884616.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -884664.812500 Penalty: 2633.743408
	Iteration 29Q: 3 clusters Score -884664.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -884697.937500 Penalty: 2633.743408
	Iteration 30Q: 3 clusters Score -884697.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -884733.562500 Penalty: 2633.743408
	Iteration 31Q: 3 clusters Score -884733.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -884762.625000 Penalty: 2633.743408
	Iteration 32Q: 3 clusters Score -884762.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -884777.312500 Penalty: 2633.743408
	Iteration 33Q: 3 clusters Score -884777.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -884788.000000 Penalty: 2633.743408
	Iteration 34Q: 3 clusters Score -884788 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -884800.562500 Penalty: 2633.743408
	Iteration 35Q: 3 clusters Score -884800.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -884815.750000 Penalty: 2633.743408
	Iteration 36Q: 3 clusters Score -884815.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -884825.125000 Penalty: 2633.743408
	Iteration 37Q: 3 clusters Score -884825.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -884831.875000 Penalty: 2633.743408
	Iteration 38Q: 3 clusters Score -884831.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -884836.187500 Penalty: 2633.743408
	Iteration 39Q: 3 clusters Score -884836.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -884841.500000 Penalty: 2633.743408
	Iteration 40F: 3 clusters Score -884841.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -884844.812500 Penalty: 2633.743408
	Iteration 41Q: 3 clusters Score -884844.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -884844.687500 Penalty: 2633.743408
	Iteration 42Q: 3 clusters Score -884844.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -884845.437500 Penalty: 2633.743408
	Iteration 43Q: 3 clusters Score -884845.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -884845.375000 Penalty: 2633.743408
	Iteration 44Q: 3 clusters Score -884845.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -884845.375000 Penalty: 2633.743408
	Iteration 45F: 3 clusters Score -884845.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Entering Unmasked Estep 
Score: -672469.562500 Penalty: 1284.328003
	Iteration 0F: 2 clusters Score -672469.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -668430.625000 Penalty: 2568.656006
	Iteration 0F: 3 clusters Score -668430.6 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -669651.125000 Penalty: 2568.656006
	Iteration 1F: 3 clusters Score -669651.1 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -669899.750000 Penalty: 2568.656006
	Iteration 2F: 3 clusters Score -669899.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -670072.562500 Penalty: 2568.656006
	Iteration 3F: 3 clusters Score -670072.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -670198.000000 Penalty: 2568.656006
	Iteration 4Q: 3 clusters Score -670198 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -670285.062500 Penalty: 2568.656006
	Iteration 5Q: 3 clusters Score -670285.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -670341.875000 Penalty: 2568.656006
	Iteration 6Q: 3 clusters Score -670341.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -670382.312500 Penalty: 2568.656006
	Iteration 7Q: 3 clusters Score -670382.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -670424.750000 Penalty: 2568.656006
	Iteration 8Q: 3 clusters Score -670424.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -670461.000000 Penalty: 2568.656006
	Iteration 9Q: 3 clusters Score -670461 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -670500.625000 Penalty: 2568.656006
	Iteration 10Q: 3 clusters Score -670500.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -670551.812500 Penalty: 2568.656006
	Iteration 11Q: 3 clusters Score -670551.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -670616.125000 Penalty: 2568.656006
	Iteration 12Q: 3 clusters Score -670616.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -670687.750000 Penalty: 2568.656006
	Iteration 13Q: 3 clusters Score -670687.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -670767.500000 Penalty: 2568.656006
	Iteration 14Q: 3 clusters Score -670767.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -670853.062500 Penalty: 2568.656006
	Iteration 15Q: 3 clusters Score -670853.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -670942.500000 Penalty: 2568.656006
	Iteration 16Q: 3 clusters Score -670942.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -671021.750000 Penalty: 2568.656006
	Iteration 17Q: 3 clusters Score -671021.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -671097.562500 Penalty: 2568.656006
	Iteration 18Q: 3 clusters Score -671097.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -671172.125000 Penalty: 2568.656006
	Iteration 19Q: 3 clusters Score -671172.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -671247.812500 Penalty: 2568.656006
	Iteration 20F: 3 clusters Score -671247.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -671312.187500 Penalty: 2568.656006
	Iteration 21Q: 3 clusters Score -671312.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -671364.937500 Penalty: 2568.656006
	Iteration 22Q: 3 clusters Score -671364.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -671406.000000 Penalty: 2568.656006
	Iteration 23Q: 3 clusters Score -671406 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -671469.062500 Penalty: 2568.656006
	Iteration 24Q: 3 clusters Score -671469.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -671537.000000 Penalty: 2568.656006
	Iteration 25Q: 3 clusters Score -671537 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -671606.187500 Penalty: 2568.656006
	Iteration 26Q: 3 clusters Score -671606.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -671676.062500 Penalty: 2568.656006
	Iteration 27Q: 3 clusters Score -671676.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -671745.125000 Penalty: 2568.656006
	Iteration 28Q: 3 clusters Score -671745.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -671806.687500 Penalty: 2568.656006
	Iteration 29Q: 3 clusters Score -671806.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -671840.375000 Penalty: 2568.656006
	Iteration 30Q: 3 clusters Score -671840.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -671865.250000 Penalty: 2568.656006
	Iteration 31Q: 3 clusters Score -671865.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -671884.562500 Penalty: 2568.656006
	Iteration 32Q: 3 clusters Score -671884.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -671898.562500 Penalty: 2568.656006
	Iteration 33Q: 3 clusters Score -671898.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -671912.187500 Penalty: 2568.656006
	Iteration 34Q: 3 clusters Score -671912.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -671922.437500 Penalty: 2568.656006
	Iteration 35Q: 3 clusters Score -671922.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -671928.250000 Penalty: 2568.656006
	Iteration 36Q: 3 clusters Score -671928.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -671934.312500 Penalty: 2568.656006
	Iteration 37Q: 3 clusters Score -671934.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -671938.812500 Penalty: 2568.656006
	Iteration 38Q: 3 clusters Score -671938.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -671941.125000 Penalty: 2568.656006
	Iteration 39Q: 3 clusters Score -671941.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -671942.937500 Penalty: 2568.656006
	Iteration 40F: 3 clusters Score -671942.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -671943.750000 Penalty: 2568.656006
	Iteration 41Q: 3 clusters Score -671943.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -671942.437500 Penalty: 2568.656006
	Iteration 42Q: 3 clusters Score -671942.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -671942.562500 Penalty: 2568.656006
	Iteration 43Q: 3 clusters Score -671942.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -671942.562500 Penalty: 2568.656006
	Iteration 44F: 3 clusters Score -671942.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Entering Unmasked Estep 
Score: -1008045.687500 Penalty: 1344.129150
	Iteration 0F: 2 clusters Score -1008046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1002379.625000 Penalty: 2688.258301
	Iteration 0F: 3 clusters Score -1002380 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1004239.875000 Penalty: 2688.258301
	Iteration 1F: 3 clusters Score -1004240 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1004526.750000 Penalty: 2688.258301
	Iteration 2F: 3 clusters Score -1004527 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1004701.562500 Penalty: 2688.258301
	Iteration 3Q: 3 clusters Score -1004702 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1004827.250000 Penalty: 2688.258301
	Iteration 4Q: 3 clusters Score -1004827 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1004940.250000 Penalty: 2688.258301
	Iteration 5Q: 3 clusters Score -1004940 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1005028.750000 Penalty: 2688.258301
	Iteration 6Q: 3 clusters Score -1005029 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1005116.937500 Penalty: 2688.258301
	Iteration 7Q: 3 clusters Score -1005117 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1005218.937500 Penalty: 2688.258301
	Iteration 8Q: 3 clusters Score -1005219 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1005317.000000 Penalty: 2688.258301
	Iteration 9Q: 3 clusters Score -1005317 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1005393.625000 Penalty: 2688.258301
	Iteration 10Q: 3 clusters Score -1005394 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1005485.062500 Penalty: 2688.258301
	Iteration 11Q: 3 clusters Score -1005485 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1005568.812500 Penalty: 2688.258301
	Iteration 12Q: 3 clusters Score -1005569 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1005653.875000 Penalty: 2688.258301
	Iteration 13Q: 3 clusters Score -1005654 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1005746.875000 Penalty: 2688.258301
	Iteration 14Q: 3 clusters Score -1005747 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1005841.125000 Penalty: 2688.258301
	Iteration 15Q: 3 clusters Score -1005841 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1005937.312500 Penalty: 2688.258301
	Iteration 16Q: 3 clusters Score -1005937 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1006061.437500 Penalty: 2688.258301
	Iteration 17Q: 3 clusters Score -1006061 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1006189.562500 Penalty: 2688.258301
	Iteration 18Q: 3 clusters Score -1006190 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1006303.250000 Penalty: 2688.258301
	Iteration 19Q: 3 clusters Score -1006303 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1006409.750000 Penalty: 2688.258301
	Iteration 20F: 3 clusters Score -1006410 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1006484.250000 Penalty: 2688.258301
	Iteration 21Q: 3 clusters Score -1006484 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1006535.062500 Penalty: 2688.258301
	Iteration 22Q: 3 clusters Score -1006535 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1006583.187500 Penalty: 2688.258301
	Iteration 23Q: 3 clusters Score -1006583 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1006640.250000 Penalty: 2688.258301
	Iteration 24Q: 3 clusters Score -1006640 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1006677.187500 Penalty: 2688.258301
	Iteration 25Q: 3 clusters Score -1006677 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1006713.750000 Penalty: 2688.258301
	Iteration 26Q: 3 clusters Score -1006714 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1006745.625000 Penalty: 2688.258301
	Iteration 27Q: 3 clusters Score -1006746 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1006771.937500 Penalty: 2688.258301
	Iteration 28Q: 3 clusters Score -1006772 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1006790.500000 Penalty: 2688.258301
	Iteration 29Q: 3 clusters Score -1006790 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1006808.375000 Penalty: 2688.258301
	Iteration 30Q: 3 clusters Score -1006808 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1006820.500000 Penalty: 2688.258301
	Iteration 31Q: 3 clusters Score -1006820 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1006837.937500 Penalty: 2688.258301
	Iteration 32Q: 3 clusters Score -1006838 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1006853.062500 Penalty: 2688.258301
	Iteration 33Q: 3 clusters Score -1006853 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1006882.437500 Penalty: 2688.258301
	Iteration 34Q: 3 clusters Score -1006882 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1006902.500000 Penalty: 2688.258301
	Iteration 35Q: 3 clusters Score -1006902 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1006924.250000 Penalty: 2688.258301
	Iteration 36Q: 3 clusters Score -1006924 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1006942.187500 Penalty: 2688.258301
	Iteration 37Q: 3 clusters Score -1006942 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1006956.312500 Penalty: 2688.258301
	Iteration 38Q: 3 clusters Score -1006956 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1006973.062500 Penalty: 2688.258301
	Iteration 39Q: 3 clusters Score -1006973 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1006991.187500 Penalty: 2688.258301
	Iteration 40F: 3 clusters Score -1006991 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1007008.312500 Penalty: 2688.258301
	Iteration 41Q: 3 clusters Score -1007008 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1007019.687500 Penalty: 2688.258301
	Iteration 42Q: 3 clusters Score -1007020 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1007024.625000 Penalty: 2688.258301
	Iteration 43Q: 3 clusters Score -1007025 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1007031.875000 Penalty: 2688.258301
	Iteration 44Q: 3 clusters Score -1007032 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1007040.125000 Penalty: 2688.258301
	Iteration 45Q: 3 clusters Score -1007040 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1007044.437500 Penalty: 2688.258301
	Iteration 46Q: 3 clusters Score -1007044 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1007047.937500 Penalty: 2688.258301
	Iteration 47Q: 3 clusters Score -1007048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1007050.250000 Penalty: 2688.258301
	Iteration 48Q: 3 clusters Score -1007050 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1007058.062500 Penalty: 2688.258301
	Iteration 49Q: 3 clusters Score -1007058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1007061.625000 Penalty: 2688.258301
	Iteration 50Q: 3 clusters Score -1007062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1007064.750000 Penalty: 2688.258301
	Iteration 51Q: 3 clusters Score -1007065 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1007066.562500 Penalty: 2688.258301
	Iteration 52Q: 3 clusters Score -1007067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1007070.750000 Penalty: 2688.258301
	Iteration 53Q: 3 clusters Score -1007071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1007072.000000 Penalty: 2688.258301
	Iteration 54Q: 3 clusters Score -1007072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1007072.437500 Penalty: 2688.258301
	Iteration 55Q: 3 clusters Score -1007072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1007072.812500 Penalty: 2688.258301
	Iteration 56Q: 3 clusters Score -1007073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1007075.500000 Penalty: 2688.258301
	Iteration 57Q: 3 clusters Score -1007076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1007073.812500 Penalty: 2688.258301
	Iteration 58Q: 3 clusters Score -1007074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1007075.937500 Penalty: 2688.258301
	Iteration 59Q: 3 clusters Score -1007076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1007074.500000 Penalty: 2688.258301
	Iteration 60F: 3 clusters Score -1007074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1007077.625000 Penalty: 2688.258301
	Iteration 61Q: 3 clusters Score -1007078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1007079.562500 Penalty: 2688.258301
	Iteration 62Q: 3 clusters Score -1007080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1007080.562500 Penalty: 2688.258301
	Iteration 63Q: 3 clusters Score -1007081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1007080.000000 Penalty: 2688.258301
	Iteration 64Q: 3 clusters Score -1007080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1007080.000000 Penalty: 2688.258301
	Iteration 65F: 3 clusters Score -1007080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Entering Unmasked Estep 
Score: -1177579.750000 Penalty: 1368.174316
	Iteration 0F: 2 clusters Score -1177580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1170835.625000 Penalty: 2736.348633
	Iteration 0F: 3 clusters Score -1170836 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1172972.500000 Penalty: 2736.348633
	Iteration 1F: 3 clusters Score -1172972 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1173389.625000 Penalty: 2736.348633
	Iteration 2F: 3 clusters Score -1173390 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1173835.875000 Penalty: 2736.348633
	Iteration 3F: 3 clusters Score -1173836 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1174396.500000 Penalty: 2736.348633
	Iteration 4F: 3 clusters Score -1174396 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1174961.500000 Penalty: 2736.348633
	Iteration 5F: 3 clusters Score -1174962 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1175429.125000 Penalty: 2736.348633
	Iteration 6F: 3 clusters Score -1175429 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1175794.625000 Penalty: 2736.348633
	Iteration 7F: 3 clusters Score -1175795 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1176096.625000 Penalty: 2736.348633
	Iteration 8Q: 3 clusters Score -1176097 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1176364.875000 Penalty: 2736.348633
	Iteration 9Q: 3 clusters Score -1176365 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1176539.875000 Penalty: 2736.348633
	Iteration 10Q: 3 clusters Score -1176540 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1176649.875000 Penalty: 2736.348633
	Iteration 11Q: 3 clusters Score -1176650 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1176724.000000 Penalty: 2736.348633
	Iteration 12Q: 3 clusters Score -1176724 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1176784.375000 Penalty: 2736.348633
	Iteration 13Q: 3 clusters Score -1176784 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1176814.250000 Penalty: 2736.348633
	Iteration 14Q: 3 clusters Score -1176814 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1176840.750000 Penalty: 2736.348633
	Iteration 15Q: 3 clusters Score -1176841 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1176859.375000 Penalty: 2736.348633
	Iteration 16Q: 3 clusters Score -1176859 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1176877.125000 Penalty: 2736.348633
	Iteration 17Q: 3 clusters Score -1176877 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1176890.625000 Penalty: 2736.348633
	Iteration 18Q: 3 clusters Score -1176891 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1176903.000000 Penalty: 2736.348633
	Iteration 19Q: 3 clusters Score -1176903 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1176913.750000 Penalty: 2736.348633
	Iteration 20F: 3 clusters Score -1176914 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1176922.500000 Penalty: 2736.348633
	Iteration 21Q: 3 clusters Score -1176922 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1176936.250000 Penalty: 2736.348633
	Iteration 22Q: 3 clusters Score -1176936 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1176945.125000 Penalty: 2736.348633
	Iteration 23Q: 3 clusters Score -1176945 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1176952.000000 Penalty: 2736.348633
	Iteration 24Q: 3 clusters Score -1176952 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1176959.750000 Penalty: 2736.348633
	Iteration 25Q: 3 clusters Score -1176960 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1176966.125000 Penalty: 2736.348633
	Iteration 26Q: 3 clusters Score -1176966 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1176973.250000 Penalty: 2736.348633
	Iteration 27Q: 3 clusters Score -1176973 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1176979.125000 Penalty: 2736.348633
	Iteration 28Q: 3 clusters Score -1176979 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1176985.500000 Penalty: 2736.348633
	Iteration 29Q: 3 clusters Score -1176986 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1176991.375000 Penalty: 2736.348633
	Iteration 30Q: 3 clusters Score -1176991 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1176995.375000 Penalty: 2736.348633
	Iteration 31Q: 3 clusters Score -1176995 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1177007.375000 Penalty: 2736.348633
	Iteration 32Q: 3 clusters Score -1177007 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1177016.000000 Penalty: 2736.348633
	Iteration 33Q: 3 clusters Score -1177016 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1177032.500000 Penalty: 2736.348633
	Iteration 34Q: 3 clusters Score -1177032 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1177042.000000 Penalty: 2736.348633
	Iteration 35Q: 3 clusters Score -1177042 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1177047.375000 Penalty: 2736.348633
	Iteration 36Q: 3 clusters Score -1177047 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1177054.125000 Penalty: 2736.348633
	Iteration 37Q: 3 clusters Score -1177054 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1177060.000000 Penalty: 2736.348633
	Iteration 38Q: 3 clusters Score -1177060 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1177066.125000 Penalty: 2736.348633
	Iteration 39Q: 3 clusters Score -1177066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1177069.000000 Penalty: 2736.348633
	Iteration 40F: 3 clusters Score -1177069 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1177071.625000 Penalty: 2736.348633
	Iteration 41Q: 3 clusters Score -1177072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1177073.625000 Penalty: 2736.348633
	Iteration 42Q: 3 clusters Score -1177074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1177077.625000 Penalty: 2736.348633
	Iteration 43Q: 3 clusters Score -1177078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1177079.625000 Penalty: 2736.348633
	Iteration 44Q: 3 clusters Score -1177080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1177078.375000 Penalty: 2736.348633
	Iteration 45Q: 3 clusters Score -1177078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1177083.375000 Penalty: 2736.348633
	Iteration 46Q: 3 clusters Score -1177083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1177083.500000 Penalty: 2736.348633
	Iteration 47Q: 3 clusters Score -1177084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1177081.750000 Penalty: 2736.348633
	Iteration 48Q: 3 clusters Score -1177082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1177084.875000 Penalty: 2736.348633
	Iteration 49Q: 3 clusters Score -1177085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1177084.125000 Penalty: 2736.348633
	Iteration 50Q: 3 clusters Score -1177084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1177083.375000 Penalty: 2736.348633
	Iteration 51Q: 3 clusters Score -1177083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1177084.250000 Penalty: 2736.348633
	Iteration 52Q: 3 clusters Score -1177084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1177084.375000 Penalty: 2736.348633
	Iteration 53Q: 3 clusters Score -1177084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1177086.250000 Penalty: 2736.348633
	Iteration 54Q: 3 clusters Score -1177086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1177086.250000 Penalty: 2736.348633
	Iteration 55F: 3 clusters Score -1177086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Entering Unmasked Estep 
Score: -1178960.250000 Penalty: 1359.524048
	Iteration 0F: 2 clusters Score -1178960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1172572.750000 Penalty: 2719.048096
	Iteration 0F: 3 clusters Score -1172573 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1174627.875000 Penalty: 2719.048096
	Iteration 1F: 3 clusters Score -1174628 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1174916.500000 Penalty: 2719.048096
	Iteration 2F: 3 clusters Score -1174916 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1175108.750000 Penalty: 2719.048096
	Iteration 3F: 3 clusters Score -1175109 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1175255.125000 Penalty: 2719.048096
	Iteration 4Q: 3 clusters Score -1175255 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1175398.125000 Penalty: 2719.048096
	Iteration 5Q: 3 clusters Score -1175398 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1175562.875000 Penalty: 2719.048096
	Iteration 6Q: 3 clusters Score -1175563 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1175770.250000 Penalty: 2719.048096
	Iteration 7Q: 3 clusters Score -1175770 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1176003.625000 Penalty: 2719.048096
	Iteration 8Q: 3 clusters Score -1176004 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1176288.750000 Penalty: 2719.048096
	Iteration 9Q: 3 clusters Score -1176289 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1176620.750000 Penalty: 2719.048096
	Iteration 10Q: 3 clusters Score -1176621 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1176906.000000 Penalty: 2719.048096
	Iteration 11Q: 3 clusters Score -1176906 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1177132.750000 Penalty: 2719.048096
	Iteration 12Q: 3 clusters Score -1177133 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1177315.000000 Penalty: 2719.048096
	Iteration 13Q: 3 clusters Score -1177315 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1177465.625000 Penalty: 2719.048096
	Iteration 14Q: 3 clusters Score -1177466 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1177570.250000 Penalty: 2719.048096
	Iteration 15Q: 3 clusters Score -1177570 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1177651.375000 Penalty: 2719.048096
	Iteration 16Q: 3 clusters Score -1177651 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1177698.500000 Penalty: 2719.048096
	Iteration 17Q: 3 clusters Score -1177698 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1177739.500000 Penalty: 2719.048096
	Iteration 18Q: 3 clusters Score -1177740 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1177778.250000 Penalty: 2719.048096
	Iteration 19Q: 3 clusters Score -1177778 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1177804.750000 Penalty: 2719.048096
	Iteration 20F: 3 clusters Score -1177805 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1177828.250000 Penalty: 2719.048096
	Iteration 21Q: 3 clusters Score -1177828 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1177837.375000 Penalty: 2719.048096
	Iteration 22Q: 3 clusters Score -1177837 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1177850.375000 Penalty: 2719.048096
	Iteration 23Q: 3 clusters Score -1177850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1177862.375000 Penalty: 2719.048096
	Iteration 24Q: 3 clusters Score -1177862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1177870.000000 Penalty: 2719.048096
	Iteration 25Q: 3 clusters Score -1177870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1177872.250000 Penalty: 2719.048096
	Iteration 26Q: 3 clusters Score -1177872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1177873.250000 Penalty: 2719.048096
	Iteration 27Q: 3 clusters Score -1177873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1177875.000000 Penalty: 2719.048096
	Iteration 28Q: 3 clusters Score -1177875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1177877.000000 Penalty: 2719.048096
	Iteration 29Q: 3 clusters Score -1177877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1177881.875000 Penalty: 2719.048096
	Iteration 30Q: 3 clusters Score -1177882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1177884.375000 Penalty: 2719.048096
	Iteration 31Q: 3 clusters Score -1177884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1177887.250000 Penalty: 2719.048096
	Iteration 32Q: 3 clusters Score -1177887 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1177892.750000 Penalty: 2719.048096
	Iteration 33Q: 3 clusters Score -1177893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1177898.875000 Penalty: 2719.048096
	Iteration 34Q: 3 clusters Score -1177899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1177899.250000 Penalty: 2719.048096
	Iteration 35Q: 3 clusters Score -1177899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1177899.250000 Penalty: 2719.048096
	Iteration 36F: 3 clusters Score -1177899 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Entering Unmasked Estep 
Score: -331352.718750 Penalty: 1184.496216
	Iteration 0F: 2 clusters Score -331352.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -328972.781250 Penalty: 2368.992432
	Iteration 0F: 3 clusters Score -328972.8 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -329625.812500 Penalty: 2368.992432
	Iteration 1F: 3 clusters Score -329625.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -329811.437500 Penalty: 2368.992432
	Iteration 2F: 3 clusters Score -329811.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -329961.468750 Penalty: 2368.992432
	Iteration 3F: 3 clusters Score -329961.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -330082.812500 Penalty: 2368.992432
	Iteration 4Q: 3 clusters Score -330082.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -330179.125000 Penalty: 2368.992432
	Iteration 5Q: 3 clusters Score -330179.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -330262.906250 Penalty: 2368.992432
	Iteration 6Q: 3 clusters Score -330262.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -330354.437500 Penalty: 2368.992432
	Iteration 7Q: 3 clusters Score -330354.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -330463.343750 Penalty: 2368.992432
	Iteration 8Q: 3 clusters Score -330463.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -330572.062500 Penalty: 2368.992432
	Iteration 9Q: 3 clusters Score -330572.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -330677.281250 Penalty: 2368.992432
	Iteration 10Q: 3 clusters Score -330677.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -330777.500000 Penalty: 2368.992432
	Iteration 11Q: 3 clusters Score -330777.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -330852.000000 Penalty: 2368.992432
	Iteration 12Q: 3 clusters Score -330852 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -330935.343750 Penalty: 2368.992432
	Iteration 13Q: 3 clusters Score -330935.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -331024.562500 Penalty: 2368.992432
	Iteration 14Q: 3 clusters Score -331024.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -331101.843750 Penalty: 2368.992432
	Iteration 15Q: 3 clusters Score -331101.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -331166.093750 Penalty: 2368.992432
	Iteration 16Q: 3 clusters Score -331166.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -331207.625000 Penalty: 2368.992432
	Iteration 17Q: 3 clusters Score -331207.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -331225.875000 Penalty: 2368.992432
	Iteration 18Q: 3 clusters Score -331225.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -331240.625000 Penalty: 2368.992432
	Iteration 19Q: 3 clusters Score -331240.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -331255.093750 Penalty: 2368.992432
	Iteration 20F: 3 clusters Score -331255.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -331267.437500 Penalty: 2368.992432
	Iteration 21Q: 3 clusters Score -331267.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -331279.187500 Penalty: 2368.992432
	Iteration 22Q: 3 clusters Score -331279.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -331289.437500 Penalty: 2368.992432
	Iteration 23Q: 3 clusters Score -331289.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -331297.812500 Penalty: 2368.992432
	Iteration 24Q: 3 clusters Score -331297.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -331304.750000 Penalty: 2368.992432
	Iteration 25Q: 3 clusters Score -331304.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -331306.250000 Penalty: 2368.992432
	Iteration 26Q: 3 clusters Score -331306.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -331306.250000 Penalty: 2368.992432
	Iteration 27F: 3 clusters Score -331306.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Entering Unmasked Estep 
Score: -1308680.625000 Penalty: 1382.692627
	Iteration 0F: 2 clusters Score -1308681 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1301322.000000 Penalty: 2765.385254
	Iteration 0F: 3 clusters Score -1301322 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1303869.625000 Penalty: 2765.385254
	Iteration 1F: 3 clusters Score -1303870 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1304362.375000 Penalty: 2765.385254
	Iteration 2F: 3 clusters Score -1304362 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1304834.500000 Penalty: 2765.385254
	Iteration 3F: 3 clusters Score -1304834 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1305296.375000 Penalty: 2765.385254
	Iteration 4F: 3 clusters Score -1305296 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1305750.500000 Penalty: 2765.385254
	Iteration 5F: 3 clusters Score -1305750 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1306247.875000 Penalty: 2765.385254
	Iteration 6F: 3 clusters Score -1306248 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1306738.000000 Penalty: 2765.385254
	Iteration 7F: 3 clusters Score -1306738 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1307178.250000 Penalty: 2765.385254
	Iteration 8F: 3 clusters Score -1307178 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1307531.250000 Penalty: 2765.385254
	Iteration 9Q: 3 clusters Score -1307531 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1307824.125000 Penalty: 2765.385254
	Iteration 10Q: 3 clusters Score -1307824 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1308077.125000 Penalty: 2765.385254
	Iteration 11Q: 3 clusters Score -1308077 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1308296.375000 Penalty: 2765.385254
	Iteration 12Q: 3 clusters Score -1308296 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1308441.750000 Penalty: 2765.385254
	Iteration 13Q: 3 clusters Score -1308442 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1308544.250000 Penalty: 2765.385254
	Iteration 14Q: 3 clusters Score -1308544 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1308617.250000 Penalty: 2765.385254
	Iteration 15Q: 3 clusters Score -1308617 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1308665.125000 Penalty: 2765.385254
	Iteration 16Q: 3 clusters Score -1308665 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1308707.125000 Penalty: 2765.385254
	Iteration 17Q: 3 clusters Score -1308707 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1308742.375000 Penalty: 2765.385254
	Iteration 18Q: 3 clusters Score -1308742 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1308765.250000 Penalty: 2765.385254
	Iteration 19Q: 3 clusters Score -1308765 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1308785.500000 Penalty: 2765.385254
	Iteration 20F: 3 clusters Score -1308786 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1308794.875000 Penalty: 2765.385254
	Iteration 21Q: 3 clusters Score -1308795 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1308797.750000 Penalty: 2765.385254
	Iteration 22Q: 3 clusters Score -1308798 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1308806.125000 Penalty: 2765.385254
	Iteration 23Q: 3 clusters Score -1308806 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1308810.750000 Penalty: 2765.385254
	Iteration 24Q: 3 clusters Score -1308811 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1308814.250000 Penalty: 2765.385254
	Iteration 25Q: 3 clusters Score -1308814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1308821.875000 Penalty: 2765.385254
	Iteration 26Q: 3 clusters Score -1308822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1308823.750000 Penalty: 2765.385254
	Iteration 27Q: 3 clusters Score -1308824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1308827.625000 Penalty: 2765.385254
	Iteration 28Q: 3 clusters Score -1308828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1308828.875000 Penalty: 2765.385254
	Iteration 29Q: 3 clusters Score -1308829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1308828.500000 Penalty: 2765.385254
	Iteration 30Q: 3 clusters Score -1308828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1308828.500000 Penalty: 2765.385254
	Iteration 31F: 3 clusters Score -1308828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 71812 members 
Mstep: Class 2 contains 41196 members 
Mstep: Class 3 contains 9195 members 
Mstep: Class 4 contains 2595 members 
Mstep: Class 5 contains 67660 members 
Mstep: Class 6 contains 43412 members 
Mstep: Class 7 contains 6974 members 
Mstep: Class 8 contains 5604 members 
Mstep: Class 9 contains 8376 members 
Mstep: Class 10 contains 9845 members 
Mstep: Class 11 contains 9289 members 
Mstep: Class 12 contains 2865 members 
Mstep: Class 13 contains 9790 members 
Mstep: Class 14 contains 1653 members 
Mstep: Class 15 contains 11883 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24901 members 
Mstep: Class 18 contains 24249 members 
Mstep: Class 19 contains 6089 members 
Mstep: Class 20 contains 35626 members 
Mstep: Class 21 contains 8982 members 
Mstep: Class 22 contains 5914 members 
Mstep: Class 23 contains 22162 members 
Mstep: Class 24 contains 5886 members 
Mstep: Class 25 contains 16278 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 59802 members 
Mstep: Class 28 contains 4795 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35024 members 
Mstep: Class 31 contains 21747 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 84441 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 4657 members 
Mstep: Class 40 contains 1064 members 
Entering Unmasked Estep 
Score: -80992904.000000 Penalty: 79818.773438
Splitting cluster 13 changes total score from -80993536.000000 to -80992904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (1653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Entering Unmasked Estep 
Score: -189776.343750 Penalty: 1102.659668
	Iteration 0F: 2 clusters Score -189776.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -188096.734375 Penalty: 2205.319336
	Iteration 0F: 3 clusters Score -188096.7 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -188518.453125 Penalty: 2205.319336
	Iteration 1F: 3 clusters Score -188518.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -188646.765625 Penalty: 2205.319336
	Iteration 2F: 3 clusters Score -188646.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -188716.750000 Penalty: 2205.319336
	Iteration 3Q: 3 clusters Score -188716.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -188761.718750 Penalty: 2205.319336
	Iteration 4Q: 3 clusters Score -188761.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -188790.140625 Penalty: 2205.319336
	Iteration 5Q: 3 clusters Score -188790.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -188809.625000 Penalty: 2205.319336
	Iteration 6Q: 3 clusters Score -188809.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -188832.187500 Penalty: 2205.319336
	Iteration 7Q: 3 clusters Score -188832.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -188846.187500 Penalty: 2205.319336
	Iteration 8Q: 3 clusters Score -188846.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -188858.343750 Penalty: 2205.319336
	Iteration 9Q: 3 clusters Score -188858.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -188874.812500 Penalty: 2205.319336
	Iteration 10Q: 3 clusters Score -188874.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -188889.234375 Penalty: 2205.319336
	Iteration 11Q: 3 clusters Score -188889.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -188895.500000 Penalty: 2205.319336
	Iteration 12Q: 3 clusters Score -188895.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -188899.453125 Penalty: 2205.319336
	Iteration 13Q: 3 clusters Score -188899.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -188902.796875 Penalty: 2205.319336
	Iteration 14Q: 3 clusters Score -188902.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -188904.562500 Penalty: 2205.319336
	Iteration 15Q: 3 clusters Score -188904.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -188906.921875 Penalty: 2205.319336
	Iteration 16Q: 3 clusters Score -188906.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -188907.109375 Penalty: 2205.319336
	Iteration 17Q: 3 clusters Score -188907.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -188907.109375 Penalty: 2205.319336
	Iteration 18F: 3 clusters Score -188907.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Entering Unmasked Estep 
Score: -1505963.125000 Penalty: 1396.170166
	Iteration 0F: 2 clusters Score -1505963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1498081.625000 Penalty: 2792.340332
	Iteration 0F: 3 clusters Score -1498082 nChanged 4988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1500662.500000 Penalty: 2792.340332
	Iteration 1F: 3 clusters Score -1500662 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1500991.875000 Penalty: 2792.340332
	Iteration 2F: 3 clusters Score -1500992 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1501221.250000 Penalty: 2792.340332
	Iteration 3F: 3 clusters Score -1501221 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1501384.000000 Penalty: 2792.340332
	Iteration 4Q: 3 clusters Score -1501384 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1501501.375000 Penalty: 2792.340332
	Iteration 5Q: 3 clusters Score -1501501 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1501604.375000 Penalty: 2792.340332
	Iteration 6Q: 3 clusters Score -1501604 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1501718.875000 Penalty: 2792.340332
	Iteration 7Q: 3 clusters Score -1501719 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1501864.125000 Penalty: 2792.340332
	Iteration 8Q: 3 clusters Score -1501864 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1502034.250000 Penalty: 2792.340332
	Iteration 9Q: 3 clusters Score -1502034 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1502207.500000 Penalty: 2792.340332
	Iteration 10Q: 3 clusters Score -1502208 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1502423.625000 Penalty: 2792.340332
	Iteration 11Q: 3 clusters Score -1502424 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1502710.750000 Penalty: 2792.340332
	Iteration 12Q: 3 clusters Score -1502711 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1503100.000000 Penalty: 2792.340332
	Iteration 13Q: 3 clusters Score -1503100 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1503505.375000 Penalty: 2792.340332
	Iteration 14Q: 3 clusters Score -1503505 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1503879.750000 Penalty: 2792.340332
	Iteration 15Q: 3 clusters Score -1503880 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1504197.125000 Penalty: 2792.340332
	Iteration 16Q: 3 clusters Score -1504197 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1504417.250000 Penalty: 2792.340332
	Iteration 17Q: 3 clusters Score -1504417 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1504557.625000 Penalty: 2792.340332
	Iteration 18Q: 3 clusters Score -1504558 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1504649.000000 Penalty: 2792.340332
	Iteration 19Q: 3 clusters Score -1504649 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1504706.000000 Penalty: 2792.340332
	Iteration 20F: 3 clusters Score -1504706 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1504747.375000 Penalty: 2792.340332
	Iteration 21Q: 3 clusters Score -1504747 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1504768.000000 Penalty: 2792.340332
	Iteration 22Q: 3 clusters Score -1504768 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1504798.750000 Penalty: 2792.340332
	Iteration 23Q: 3 clusters Score -1504799 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1504817.500000 Penalty: 2792.340332
	Iteration 24Q: 3 clusters Score -1504818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1504829.500000 Penalty: 2792.340332
	Iteration 25Q: 3 clusters Score -1504830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1504841.500000 Penalty: 2792.340332
	Iteration 26Q: 3 clusters Score -1504842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1504854.750000 Penalty: 2792.340332
	Iteration 27Q: 3 clusters Score -1504855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1504859.750000 Penalty: 2792.340332
	Iteration 28Q: 3 clusters Score -1504860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1504867.000000 Penalty: 2792.340332
	Iteration 29Q: 3 clusters Score -1504867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1504868.250000 Penalty: 2792.340332
	Iteration 30Q: 3 clusters Score -1504868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1504868.250000 Penalty: 2792.340332
	Iteration 31F: 3 clusters Score -1504868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Entering Unmasked Estep 
Score: -13132.311523 Penalty: 781.538330
	Iteration 0F: 2 clusters Score -13132.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -12623.123047 Penalty: 1563.076660
	Iteration 0F: 3 clusters Score -12623.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -12694.447266 Penalty: 1563.076660
	Iteration 1F: 3 clusters Score -12694.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -12726.167969 Penalty: 1563.076660
	Iteration 2Q: 3 clusters Score -12726.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -12768.459961 Penalty: 1563.076660
	Iteration 3Q: 3 clusters Score -12768.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -12804.903320 Penalty: 1563.076660
	Iteration 4Q: 3 clusters Score -12804.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -12853.437500 Penalty: 1563.076660
	Iteration 5Q: 3 clusters Score -12853.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -12858.997070 Penalty: 1563.076660
	Iteration 6Q: 3 clusters Score -12859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -12858.997070 Penalty: 1563.076660
	Iteration 7F: 3 clusters Score -12859 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (24901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24901 members 
Entering Unmasked Estep 
Score: -2916682.500000 Penalty: 1506.252319
	Iteration 0F: 2 clusters Score -2916682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -2900392.500000 Penalty: 3012.504639
	Iteration 0F: 3 clusters Score -2900392 nChanged 11073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -2906363.750000 Penalty: 3012.504639
	Iteration 1F: 3 clusters Score -2906364 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -2906874.500000 Penalty: 3012.504639
	Iteration 2F: 3 clusters Score -2906874 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -2907337.750000 Penalty: 3012.504639
	Iteration 3Q: 3 clusters Score -2907338 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -2907817.000000 Penalty: 3012.504639
	Iteration 4Q: 3 clusters Score -2907817 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -2908391.000000 Penalty: 3012.504639
	Iteration 5Q: 3 clusters Score -2908391 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -2909177.750000 Penalty: 3012.504639
	Iteration 6F: 3 clusters Score -2909178 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -2910232.250000 Penalty: 3012.504639
	Iteration 7F: 3 clusters Score -2910232 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -2911518.750000 Penalty: 3012.504639
	Iteration 8F: 3 clusters Score -2911519 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 21067 members 
Entering Unmasked Estep 
Score: -2912852.250000 Penalty: 3012.504639
	Iteration 9F: 3 clusters Score -2912852 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 22265 members 
Entering Unmasked Estep 
Score: -2914042.250000 Penalty: 3012.504639
	Iteration 10F: 3 clusters Score -2914042 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -2914965.250000 Penalty: 3012.504639
	Iteration 11Q: 3 clusters Score -2914965 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 23504 members 
Entering Unmasked Estep 
Score: -2915488.250000 Penalty: 3012.504639
	Iteration 12Q: 3 clusters Score -2915488 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 23700 members 
Entering Unmasked Estep 
Score: -2915814.750000 Penalty: 3012.504639
	Iteration 13Q: 3 clusters Score -2915815 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 23807 members 
Entering Unmasked Estep 
Score: -2915994.250000 Penalty: 3012.504639
	Iteration 14Q: 3 clusters Score -2915994 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 23855 members 
Entering Unmasked Estep 
Score: -2916091.750000 Penalty: 3012.504639
	Iteration 15Q: 3 clusters Score -2916092 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 23890 members 
Entering Unmasked Estep 
Score: -2916165.250000 Penalty: 3012.504639
	Iteration 16Q: 3 clusters Score -2916165 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 23899 members 
Entering Unmasked Estep 
Score: -2916198.750000 Penalty: 3012.504639
	Iteration 17Q: 3 clusters Score -2916199 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -2916221.500000 Penalty: 3012.504639
	Iteration 18Q: 3 clusters Score -2916222 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 23895 members 
Entering Unmasked Estep 
Score: -2916232.000000 Penalty: 3012.504639
	Iteration 19Q: 3 clusters Score -2916232 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
Score: -2916249.750000 Penalty: 3012.504639
	Iteration 20F: 3 clusters Score -2916250 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 23894 members 
Entering Unmasked Estep 
Score: -2916253.000000 Penalty: 3012.504639
	Iteration 21Q: 3 clusters Score -2916253 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
Score: -2916252.750000 Penalty: 3012.504639
	Iteration 22Q: 3 clusters Score -2916253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 23894 members 
Entering Unmasked Estep 
Score: -2916257.500000 Penalty: 3012.504639
	Iteration 23Q: 3 clusters Score -2916258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
Score: -2916256.250000 Penalty: 3012.504639
	Iteration 24Q: 3 clusters Score -2916256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
Score: -2916260.250000 Penalty: 3012.504639
	Iteration 25Q: 3 clusters Score -2916260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
Score: -2916266.500000 Penalty: 3012.504639
	Iteration 26Q: 3 clusters Score -2916266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 23895 members 
Entering Unmasked Estep 
Score: -2916273.000000 Penalty: 3012.504639
	Iteration 27Q: 3 clusters Score -2916273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 23896 members 
Entering Unmasked Estep 
Score: -2916275.250000 Penalty: 3012.504639
	Iteration 28Q: 3 clusters Score -2916275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 23895 members 
Entering Unmasked Estep 
Score: -2916273.000000 Penalty: 3012.504639
	Iteration 29Q: 3 clusters Score -2916273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
Score: -2916273.000000 Penalty: 3012.504639
	Iteration 30Q: 3 clusters Score -2916273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
Score: -2916276.500000 Penalty: 3012.504639
	Iteration 31Q: 3 clusters Score -2916276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
Score: -2916276.250000 Penalty: 3012.504639
	Iteration 32Q: 3 clusters Score -2916276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
Score: -2916277.750000 Penalty: 3012.504639
	Iteration 33Q: 3 clusters Score -2916278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
Score: -2916283.000000 Penalty: 3012.504639
	Iteration 34Q: 3 clusters Score -2916283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 23894 members 
Entering Unmasked Estep 
Score: -2916285.000000 Penalty: 3012.504639
	Iteration 35Q: 3 clusters Score -2916285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 23895 members 
Entering Unmasked Estep 
Score: -2916283.750000 Penalty: 3012.504639
	Iteration 36Q: 3 clusters Score -2916284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 23894 members 
Entering Unmasked Estep 
Score: -2916283.000000 Penalty: 3012.504639
	Iteration 37Q: 3 clusters Score -2916283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
Score: -2916280.000000 Penalty: 3012.504639
	Iteration 38Q: 3 clusters Score -2916280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
Score: -2916280.000000 Penalty: 3012.504639
	Iteration 39F: 3 clusters Score -2916280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (24249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24249 members 
Entering Unmasked Estep 
Score: -3026624.250000 Penalty: 1502.304199
	Iteration 0F: 2 clusters Score -3026624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -3010756.500000 Penalty: 3004.608398
	Iteration 0F: 3 clusters Score -3010756 nChanged 10771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -3016589.000000 Penalty: 3004.608398
	Iteration 1F: 3 clusters Score -3016589 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -3017011.000000 Penalty: 3004.608398
	Iteration 2F: 3 clusters Score -3017011 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -3017335.750000 Penalty: 3004.608398
	Iteration 3Q: 3 clusters Score -3017336 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -3017662.250000 Penalty: 3004.608398
	Iteration 4Q: 3 clusters Score -3017662 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -3018064.000000 Penalty: 3004.608398
	Iteration 5Q: 3 clusters Score -3018064 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -3018554.250000 Penalty: 3004.608398
	Iteration 6Q: 3 clusters Score -3018554 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -3019259.000000 Penalty: 3004.608398
	Iteration 7F: 3 clusters Score -3019259 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -3020269.500000 Penalty: 3004.608398
	Iteration 8F: 3 clusters Score -3020270 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20062 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -3021615.000000 Penalty: 3004.608398
	Iteration 9F: 3 clusters Score -3021615 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21547 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -3022976.500000 Penalty: 3004.608398
	Iteration 10F: 3 clusters Score -3022976 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22699 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -3024064.000000 Penalty: 3004.608398
	Iteration 11Q: 3 clusters Score -3024064 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23384 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -3024709.500000 Penalty: 3004.608398
	Iteration 12Q: 3 clusters Score -3024710 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23709 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -3025024.750000 Penalty: 3004.608398
	Iteration 13Q: 3 clusters Score -3025025 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -3025214.500000 Penalty: 3004.608398
	Iteration 14Q: 3 clusters Score -3025214 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -3025310.750000 Penalty: 3004.608398
	Iteration 15Q: 3 clusters Score -3025311 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23927 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -3025370.000000 Penalty: 3004.608398
	Iteration 16Q: 3 clusters Score -3025370 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23941 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -3025402.750000 Penalty: 3004.608398
	Iteration 17Q: 3 clusters Score -3025403 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23955 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -3025419.250000 Penalty: 3004.608398
	Iteration 18Q: 3 clusters Score -3025419 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23962 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -3025430.000000 Penalty: 3004.608398
	Iteration 19Q: 3 clusters Score -3025430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23962 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -3025442.750000 Penalty: 3004.608398
	Iteration 20F: 3 clusters Score -3025443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23962 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -3025448.500000 Penalty: 3004.608398
	Iteration 21Q: 3 clusters Score -3025448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23962 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -3025451.500000 Penalty: 3004.608398
	Iteration 22Q: 3 clusters Score -3025452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23961 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -3025453.000000 Penalty: 3004.608398
	Iteration 23Q: 3 clusters Score -3025453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23962 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -3025453.000000 Penalty: 3004.608398
	Iteration 24Q: 3 clusters Score -3025453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23963 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -3025455.250000 Penalty: 3004.608398
	Iteration 25Q: 3 clusters Score -3025455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23966 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -3025460.750000 Penalty: 3004.608398
	Iteration 26Q: 3 clusters Score -3025461 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23973 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -3025478.000000 Penalty: 3004.608398
	Iteration 27Q: 3 clusters Score -3025478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -3025488.000000 Penalty: 3004.608398
	Iteration 28Q: 3 clusters Score -3025488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23981 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -3025496.250000 Penalty: 3004.608398
	Iteration 29Q: 3 clusters Score -3025496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23982 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -3025499.750000 Penalty: 3004.608398
	Iteration 30Q: 3 clusters Score -3025500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23984 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -3025509.000000 Penalty: 3004.608398
	Iteration 31Q: 3 clusters Score -3025509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23987 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -3025515.750000 Penalty: 3004.608398
	Iteration 32Q: 3 clusters Score -3025516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23988 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -3025521.000000 Penalty: 3004.608398
	Iteration 33Q: 3 clusters Score -3025521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23985 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -3025521.250000 Penalty: 3004.608398
	Iteration 34Q: 3 clusters Score -3025521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23985 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -3025521.250000 Penalty: 3004.608398
	Iteration 35F: 3 clusters Score -3025521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Entering Unmasked Estep 
Score: -730723.125000 Penalty: 1296.678833
	Iteration 0F: 2 clusters Score -730723.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -726361.437500 Penalty: 2593.357666
	Iteration 0F: 3 clusters Score -726361.4 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -727742.000000 Penalty: 2593.357666
	Iteration 1F: 3 clusters Score -727742 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -727935.937500 Penalty: 2593.357666
	Iteration 2F: 3 clusters Score -727935.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -728063.750000 Penalty: 2593.357666
	Iteration 3Q: 3 clusters Score -728063.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -728149.562500 Penalty: 2593.357666
	Iteration 4Q: 3 clusters Score -728149.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -728207.562500 Penalty: 2593.357666
	Iteration 5Q: 3 clusters Score -728207.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -728248.500000 Penalty: 2593.357666
	Iteration 6Q: 3 clusters Score -728248.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -728282.062500 Penalty: 2593.357666
	Iteration 7Q: 3 clusters Score -728282.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -728303.625000 Penalty: 2593.357666
	Iteration 8Q: 3 clusters Score -728303.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -728323.187500 Penalty: 2593.357666
	Iteration 9Q: 3 clusters Score -728323.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -728344.437500 Penalty: 2593.357666
	Iteration 10Q: 3 clusters Score -728344.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -728365.375000 Penalty: 2593.357666
	Iteration 11Q: 3 clusters Score -728365.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -728392.062500 Penalty: 2593.357666
	Iteration 12Q: 3 clusters Score -728392.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -728425.312500 Penalty: 2593.357666
	Iteration 13Q: 3 clusters Score -728425.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -728454.812500 Penalty: 2593.357666
	Iteration 14Q: 3 clusters Score -728454.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -728478.250000 Penalty: 2593.357666
	Iteration 15Q: 3 clusters Score -728478.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -728501.812500 Penalty: 2593.357666
	Iteration 16Q: 3 clusters Score -728501.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -728523.000000 Penalty: 2593.357666
	Iteration 17Q: 3 clusters Score -728523 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -728552.687500 Penalty: 2593.357666
	Iteration 18Q: 3 clusters Score -728552.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -728579.062500 Penalty: 2593.357666
	Iteration 19Q: 3 clusters Score -728579.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -728608.937500 Penalty: 2593.357666
	Iteration 20F: 3 clusters Score -728608.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -728630.125000 Penalty: 2593.357666
	Iteration 21Q: 3 clusters Score -728630.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -728656.250000 Penalty: 2593.357666
	Iteration 22Q: 3 clusters Score -728656.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -728686.375000 Penalty: 2593.357666
	Iteration 23Q: 3 clusters Score -728686.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -728712.812500 Penalty: 2593.357666
	Iteration 24Q: 3 clusters Score -728712.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -728740.687500 Penalty: 2593.357666
	Iteration 25Q: 3 clusters Score -728740.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -728771.375000 Penalty: 2593.357666
	Iteration 26Q: 3 clusters Score -728771.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -728807.250000 Penalty: 2593.357666
	Iteration 27Q: 3 clusters Score -728807.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -728849.625000 Penalty: 2593.357666
	Iteration 28Q: 3 clusters Score -728849.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -728899.250000 Penalty: 2593.357666
	Iteration 29Q: 3 clusters Score -728899.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -728950.750000 Penalty: 2593.357666
	Iteration 30Q: 3 clusters Score -728950.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -729005.562500 Penalty: 2593.357666
	Iteration 31Q: 3 clusters Score -729005.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -729057.062500 Penalty: 2593.357666
	Iteration 32Q: 3 clusters Score -729057.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -729102.187500 Penalty: 2593.357666
	Iteration 33Q: 3 clusters Score -729102.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -729147.875000 Penalty: 2593.357666
	Iteration 34Q: 3 clusters Score -729147.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -729189.625000 Penalty: 2593.357666
	Iteration 35Q: 3 clusters Score -729189.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -729238.062500 Penalty: 2593.357666
	Iteration 36Q: 3 clusters Score -729238.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -729275.937500 Penalty: 2593.357666
	Iteration 37Q: 3 clusters Score -729275.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -729319.000000 Penalty: 2593.357666
	Iteration 38Q: 3 clusters Score -729319 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -729374.437500 Penalty: 2593.357666
	Iteration 39Q: 3 clusters Score -729374.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -729410.500000 Penalty: 2593.357666
	Iteration 40F: 3 clusters Score -729410.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -729439.062500 Penalty: 2593.357666
	Iteration 41Q: 3 clusters Score -729439.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -729475.375000 Penalty: 2593.357666
	Iteration 42Q: 3 clusters Score -729475.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -729506.437500 Penalty: 2593.357666
	Iteration 43Q: 3 clusters Score -729506.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -729527.250000 Penalty: 2593.357666
	Iteration 44Q: 3 clusters Score -729527.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -729546.687500 Penalty: 2593.357666
	Iteration 45Q: 3 clusters Score -729546.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -729561.312500 Penalty: 2593.357666
	Iteration 46Q: 3 clusters Score -729561.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -729580.312500 Penalty: 2593.357666
	Iteration 47Q: 3 clusters Score -729580.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -729595.000000 Penalty: 2593.357666
	Iteration 48Q: 3 clusters Score -729595 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -729606.125000 Penalty: 2593.357666
	Iteration 49Q: 3 clusters Score -729606.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -729625.312500 Penalty: 2593.357666
	Iteration 50Q: 3 clusters Score -729625.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -729642.437500 Penalty: 2593.357666
	Iteration 51Q: 3 clusters Score -729642.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -729656.562500 Penalty: 2593.357666
	Iteration 52Q: 3 clusters Score -729656.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -729665.250000 Penalty: 2593.357666
	Iteration 53Q: 3 clusters Score -729665.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -729672.437500 Penalty: 2593.357666
	Iteration 54Q: 3 clusters Score -729672.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -729681.187500 Penalty: 2593.357666
	Iteration 55Q: 3 clusters Score -729681.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -729685.562500 Penalty: 2593.357666
	Iteration 56Q: 3 clusters Score -729685.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -729688.812500 Penalty: 2593.357666
	Iteration 57Q: 3 clusters Score -729688.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -729690.062500 Penalty: 2593.357666
	Iteration 58Q: 3 clusters Score -729690.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -729690.062500 Penalty: 2593.357666
	Iteration 59F: 3 clusters Score -729690.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (35626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35626 members 
Entering Unmasked Estep 
Score: -4476125.000000 Penalty: 1559.547729
	Iteration 0F: 2 clusters Score -4476125 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -4453091.500000 Penalty: 3119.095459
	Iteration 0F: 3 clusters Score -4453092 nChanged 16130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -4461636.500000 Penalty: 3119.095459
	Iteration 1F: 3 clusters Score -4461636 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -4462059.000000 Penalty: 3119.095459
	Iteration 2Q: 3 clusters Score -4462059 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -4462431.000000 Penalty: 3119.095459
	Iteration 3Q: 3 clusters Score -4462431 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -4462797.500000 Penalty: 3119.095459
	Iteration 4Q: 3 clusters Score -4462798 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -4463241.000000 Penalty: 3119.095459
	Iteration 5Q: 3 clusters Score -4463241 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -4463837.000000 Penalty: 3119.095459
	Iteration 6Q: 3 clusters Score -4463837 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23400 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -4464747.500000 Penalty: 3119.095459
	Iteration 7Q: 3 clusters Score -4464748 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25441 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -4466017.000000 Penalty: 3119.095459
	Iteration 8F: 3 clusters Score -4466017 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27841 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -4467822.000000 Penalty: 3119.095459
	Iteration 9F: 3 clusters Score -4467822 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30473 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -4470125.500000 Penalty: 3119.095459
	Iteration 10F: 3 clusters Score -4470126 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32701 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -4472181.500000 Penalty: 3119.095459
	Iteration 11F: 3 clusters Score -4472182 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34176 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -4473610.500000 Penalty: 3119.095459
	Iteration 12Q: 3 clusters Score -4473610 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34873 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -4474241.000000 Penalty: 3119.095459
	Iteration 13Q: 3 clusters Score -4474241 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35158 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -4474563.500000 Penalty: 3119.095459
	Iteration 14Q: 3 clusters Score -4474564 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35274 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -4474733.000000 Penalty: 3119.095459
	Iteration 15Q: 3 clusters Score -4474733 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35322 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -4474810.000000 Penalty: 3119.095459
	Iteration 16Q: 3 clusters Score -4474810 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35344 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -4474843.000000 Penalty: 3119.095459
	Iteration 17Q: 3 clusters Score -4474843 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35356 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -4474869.000000 Penalty: 3119.095459
	Iteration 18Q: 3 clusters Score -4474869 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35363 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -4474881.500000 Penalty: 3119.095459
	Iteration 19Q: 3 clusters Score -4474882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35372 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -4474891.500000 Penalty: 3119.095459
	Iteration 20F: 3 clusters Score -4474892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35375 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -4474902.500000 Penalty: 3119.095459
	Iteration 21Q: 3 clusters Score -4474902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35376 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -4474905.000000 Penalty: 3119.095459
	Iteration 22Q: 3 clusters Score -4474905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35377 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -4474906.500000 Penalty: 3119.095459
	Iteration 23Q: 3 clusters Score -4474906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35377 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -4474906.500000 Penalty: 3119.095459
	Iteration 24F: 3 clusters Score -4474906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Entering Unmasked Estep 
Score: -1135851.375000 Penalty: 1354.523071
	Iteration 0F: 2 clusters Score -1135851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1129708.875000 Penalty: 2709.046143
	Iteration 0F: 3 clusters Score -1129709 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1131633.000000 Penalty: 2709.046143
	Iteration 1F: 3 clusters Score -1131633 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1131962.375000 Penalty: 2709.046143
	Iteration 2F: 3 clusters Score -1131962 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1132199.500000 Penalty: 2709.046143
	Iteration 3F: 3 clusters Score -1132200 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1132389.375000 Penalty: 2709.046143
	Iteration 4Q: 3 clusters Score -1132389 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1132531.625000 Penalty: 2709.046143
	Iteration 5Q: 3 clusters Score -1132532 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1132680.000000 Penalty: 2709.046143
	Iteration 6Q: 3 clusters Score -1132680 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1132814.750000 Penalty: 2709.046143
	Iteration 7Q: 3 clusters Score -1132815 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1132956.875000 Penalty: 2709.046143
	Iteration 8Q: 3 clusters Score -1132957 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1133103.375000 Penalty: 2709.046143
	Iteration 9Q: 3 clusters Score -1133103 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1133247.500000 Penalty: 2709.046143
	Iteration 10Q: 3 clusters Score -1133248 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1133392.875000 Penalty: 2709.046143
	Iteration 11Q: 3 clusters Score -1133393 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1133559.250000 Penalty: 2709.046143
	Iteration 12Q: 3 clusters Score -1133559 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1133714.000000 Penalty: 2709.046143
	Iteration 13Q: 3 clusters Score -1133714 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1133876.125000 Penalty: 2709.046143
	Iteration 14Q: 3 clusters Score -1133876 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1134029.750000 Penalty: 2709.046143
	Iteration 15Q: 3 clusters Score -1134030 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1134153.625000 Penalty: 2709.046143
	Iteration 16Q: 3 clusters Score -1134154 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1134258.375000 Penalty: 2709.046143
	Iteration 17Q: 3 clusters Score -1134258 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1134347.875000 Penalty: 2709.046143
	Iteration 18Q: 3 clusters Score -1134348 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1134405.625000 Penalty: 2709.046143
	Iteration 19Q: 3 clusters Score -1134406 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1134460.125000 Penalty: 2709.046143
	Iteration 20F: 3 clusters Score -1134460 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1134505.625000 Penalty: 2709.046143
	Iteration 21Q: 3 clusters Score -1134506 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1134552.375000 Penalty: 2709.046143
	Iteration 22Q: 3 clusters Score -1134552 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1134591.250000 Penalty: 2709.046143
	Iteration 23Q: 3 clusters Score -1134591 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1134617.250000 Penalty: 2709.046143
	Iteration 24Q: 3 clusters Score -1134617 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1134636.500000 Penalty: 2709.046143
	Iteration 25Q: 3 clusters Score -1134636 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1134657.750000 Penalty: 2709.046143
	Iteration 26Q: 3 clusters Score -1134658 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1134673.500000 Penalty: 2709.046143
	Iteration 27Q: 3 clusters Score -1134674 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1134688.875000 Penalty: 2709.046143
	Iteration 28Q: 3 clusters Score -1134689 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1134710.750000 Penalty: 2709.046143
	Iteration 29Q: 3 clusters Score -1134711 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1134721.375000 Penalty: 2709.046143
	Iteration 30Q: 3 clusters Score -1134721 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1134736.625000 Penalty: 2709.046143
	Iteration 31Q: 3 clusters Score -1134737 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1134740.750000 Penalty: 2709.046143
	Iteration 32Q: 3 clusters Score -1134741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1134742.125000 Penalty: 2709.046143
	Iteration 33Q: 3 clusters Score -1134742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1134746.625000 Penalty: 2709.046143
	Iteration 34Q: 3 clusters Score -1134747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1134750.750000 Penalty: 2709.046143
	Iteration 35Q: 3 clusters Score -1134751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1134749.000000 Penalty: 2709.046143
	Iteration 36Q: 3 clusters Score -1134749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1134752.500000 Penalty: 2709.046143
	Iteration 37Q: 3 clusters Score -1134752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1134752.000000 Penalty: 2709.046143
	Iteration 38Q: 3 clusters Score -1134752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1134753.375000 Penalty: 2709.046143
	Iteration 39Q: 3 clusters Score -1134753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1134750.875000 Penalty: 2709.046143
	Iteration 40F: 3 clusters Score -1134751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1134751.875000 Penalty: 2709.046143
	Iteration 41Q: 3 clusters Score -1134752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1134753.125000 Penalty: 2709.046143
	Iteration 42Q: 3 clusters Score -1134753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1134755.250000 Penalty: 2709.046143
	Iteration 43Q: 3 clusters Score -1134755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1134757.500000 Penalty: 2709.046143
	Iteration 44Q: 3 clusters Score -1134758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1134756.875000 Penalty: 2709.046143
	Iteration 45Q: 3 clusters Score -1134757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1134760.125000 Penalty: 2709.046143
	Iteration 46Q: 3 clusters Score -1134760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1134760.125000 Penalty: 2709.046143
	Iteration 47F: 3 clusters Score -1134760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Entering Unmasked Estep 
Score: -707822.187500 Penalty: 1292.339600
	Iteration 0F: 2 clusters Score -707822.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -703588.437500 Penalty: 2584.679199
	Iteration 0F: 3 clusters Score -703588.4 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -704921.750000 Penalty: 2584.679199
	Iteration 1F: 3 clusters Score -704921.8 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -705218.937500 Penalty: 2584.679199
	Iteration 2F: 3 clusters Score -705218.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -705422.312500 Penalty: 2584.679199
	Iteration 3F: 3 clusters Score -705422.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -705591.687500 Penalty: 2584.679199
	Iteration 4Q: 3 clusters Score -705591.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -705756.625000 Penalty: 2584.679199
	Iteration 5Q: 3 clusters Score -705756.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -705929.062500 Penalty: 2584.679199
	Iteration 6Q: 3 clusters Score -705929.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -706074.687500 Penalty: 2584.679199
	Iteration 7Q: 3 clusters Score -706074.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -706178.937500 Penalty: 2584.679199
	Iteration 8Q: 3 clusters Score -706178.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -706270.875000 Penalty: 2584.679199
	Iteration 9Q: 3 clusters Score -706270.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -706359.500000 Penalty: 2584.679199
	Iteration 10Q: 3 clusters Score -706359.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -706424.062500 Penalty: 2584.679199
	Iteration 11Q: 3 clusters Score -706424.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -706485.625000 Penalty: 2584.679199
	Iteration 12Q: 3 clusters Score -706485.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -706543.312500 Penalty: 2584.679199
	Iteration 13Q: 3 clusters Score -706543.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -706591.312500 Penalty: 2584.679199
	Iteration 14Q: 3 clusters Score -706591.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -706629.062500 Penalty: 2584.679199
	Iteration 15Q: 3 clusters Score -706629.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -706663.812500 Penalty: 2584.679199
	Iteration 16Q: 3 clusters Score -706663.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -706690.812500 Penalty: 2584.679199
	Iteration 17Q: 3 clusters Score -706690.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -706714.937500 Penalty: 2584.679199
	Iteration 18Q: 3 clusters Score -706714.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -706740.250000 Penalty: 2584.679199
	Iteration 19Q: 3 clusters Score -706740.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -706761.750000 Penalty: 2584.679199
	Iteration 20F: 3 clusters Score -706761.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -706779.875000 Penalty: 2584.679199
	Iteration 21Q: 3 clusters Score -706779.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -706795.312500 Penalty: 2584.679199
	Iteration 22Q: 3 clusters Score -706795.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -706808.875000 Penalty: 2584.679199
	Iteration 23Q: 3 clusters Score -706808.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -706820.187500 Penalty: 2584.679199
	Iteration 24Q: 3 clusters Score -706820.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -706832.437500 Penalty: 2584.679199
	Iteration 25Q: 3 clusters Score -706832.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -706844.687500 Penalty: 2584.679199
	Iteration 26Q: 3 clusters Score -706844.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -706851.625000 Penalty: 2584.679199
	Iteration 27Q: 3 clusters Score -706851.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -706860.625000 Penalty: 2584.679199
	Iteration 28Q: 3 clusters Score -706860.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -706867.312500 Penalty: 2584.679199
	Iteration 29Q: 3 clusters Score -706867.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -706874.250000 Penalty: 2584.679199
	Iteration 30Q: 3 clusters Score -706874.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -706882.625000 Penalty: 2584.679199
	Iteration 31Q: 3 clusters Score -706882.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -706885.125000 Penalty: 2584.679199
	Iteration 32Q: 3 clusters Score -706885.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -706891.500000 Penalty: 2584.679199
	Iteration 33Q: 3 clusters Score -706891.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -706893.875000 Penalty: 2584.679199
	Iteration 34Q: 3 clusters Score -706893.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -706896.250000 Penalty: 2584.679199
	Iteration 35Q: 3 clusters Score -706896.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -706896.500000 Penalty: 2584.679199
	Iteration 36Q: 3 clusters Score -706896.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -706898.625000 Penalty: 2584.679199
	Iteration 37Q: 3 clusters Score -706898.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -706898.625000 Penalty: 2584.679199
	Iteration 38F: 3 clusters Score -706898.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (22162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Entering Unmasked Estep 
Score: -2803710.000000 Penalty: 1488.912720
	Iteration 0F: 2 clusters Score -2803710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -2789249.750000 Penalty: 2977.825439
	Iteration 0F: 3 clusters Score -2789250 nChanged 9683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -2794566.500000 Penalty: 2977.825439
	Iteration 1F: 3 clusters Score -2794566 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -2795103.000000 Penalty: 2977.825439
	Iteration 2F: 3 clusters Score -2795103 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -2795591.750000 Penalty: 2977.825439
	Iteration 3Q: 3 clusters Score -2795592 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -2796148.250000 Penalty: 2977.825439
	Iteration 4F: 3 clusters Score -2796148 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -2796873.250000 Penalty: 2977.825439
	Iteration 5F: 3 clusters Score -2796873 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -2797763.000000 Penalty: 2977.825439
	Iteration 6F: 3 clusters Score -2797763 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -2798630.000000 Penalty: 2977.825439
	Iteration 7F: 3 clusters Score -2798630 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -2799380.750000 Penalty: 2977.825439
	Iteration 8F: 3 clusters Score -2799381 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -2799986.750000 Penalty: 2977.825439
	Iteration 9Q: 3 clusters Score -2799987 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -2800460.250000 Penalty: 2977.825439
	Iteration 10Q: 3 clusters Score -2800460 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -2800813.500000 Penalty: 2977.825439
	Iteration 11Q: 3 clusters Score -2800814 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -2801138.750000 Penalty: 2977.825439
	Iteration 12Q: 3 clusters Score -2801139 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -2801376.500000 Penalty: 2977.825439
	Iteration 13Q: 3 clusters Score -2801376 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -2801614.250000 Penalty: 2977.825439
	Iteration 14Q: 3 clusters Score -2801614 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -2801815.750000 Penalty: 2977.825439
	Iteration 15Q: 3 clusters Score -2801816 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -2801987.500000 Penalty: 2977.825439
	Iteration 16Q: 3 clusters Score -2801988 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -2802144.250000 Penalty: 2977.825439
	Iteration 17Q: 3 clusters Score -2802144 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -2802255.000000 Penalty: 2977.825439
	Iteration 18Q: 3 clusters Score -2802255 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -2802330.000000 Penalty: 2977.825439
	Iteration 19Q: 3 clusters Score -2802330 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -2802406.750000 Penalty: 2977.825439
	Iteration 20F: 3 clusters Score -2802407 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -2802470.250000 Penalty: 2977.825439
	Iteration 21Q: 3 clusters Score -2802470 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -2802510.750000 Penalty: 2977.825439
	Iteration 22Q: 3 clusters Score -2802511 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 19766 members 
Entering Unmasked Estep 
Score: -2802548.000000 Penalty: 2977.825439
	Iteration 23Q: 3 clusters Score -2802548 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 19855 members 
Entering Unmasked Estep 
Score: -2802582.000000 Penalty: 2977.825439
	Iteration 24Q: 3 clusters Score -2802582 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -2802612.250000 Penalty: 2977.825439
	Iteration 25Q: 3 clusters Score -2802612 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 20016 members 
Entering Unmasked Estep 
Score: -2802630.250000 Penalty: 2977.825439
	Iteration 26Q: 3 clusters Score -2802630 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -2802654.250000 Penalty: 2977.825439
	Iteration 27Q: 3 clusters Score -2802654 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -2802665.750000 Penalty: 2977.825439
	Iteration 28Q: 3 clusters Score -2802666 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -2802689.750000 Penalty: 2977.825439
	Iteration 29Q: 3 clusters Score -2802690 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 20232 members 
Entering Unmasked Estep 
Score: -2802697.250000 Penalty: 2977.825439
	Iteration 30Q: 3 clusters Score -2802697 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
Score: -2802708.000000 Penalty: 2977.825439
	Iteration 31Q: 3 clusters Score -2802708 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -2802716.250000 Penalty: 2977.825439
	Iteration 32Q: 3 clusters Score -2802716 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -2802730.250000 Penalty: 2977.825439
	Iteration 33Q: 3 clusters Score -2802730 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -2802730.750000 Penalty: 2977.825439
	Iteration 34Q: 3 clusters Score -2802731 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -2802740.250000 Penalty: 2977.825439
	Iteration 35Q: 3 clusters Score -2802740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -2802737.500000 Penalty: 2977.825439
	Iteration 36Q: 3 clusters Score -2802738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -2802744.750000 Penalty: 2977.825439
	Iteration 37Q: 3 clusters Score -2802745 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -2802748.750000 Penalty: 2977.825439
	Iteration 38Q: 3 clusters Score -2802749 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
Score: -2802757.500000 Penalty: 2977.825439
	Iteration 39Q: 3 clusters Score -2802758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 20424 members 
Entering Unmasked Estep 
Score: -2802756.000000 Penalty: 2977.825439
	Iteration 40F: 3 clusters Score -2802756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -2802757.000000 Penalty: 2977.825439
	Iteration 41Q: 3 clusters Score -2802757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -2802755.500000 Penalty: 2977.825439
	Iteration 42Q: 3 clusters Score -2802756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 20439 members 
Entering Unmasked Estep 
Score: -2802757.000000 Penalty: 2977.825439
	Iteration 43Q: 3 clusters Score -2802757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -2802757.500000 Penalty: 2977.825439
	Iteration 44Q: 3 clusters Score -2802758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 20448 members 
Entering Unmasked Estep 
Score: -2802761.250000 Penalty: 2977.825439
	Iteration 45Q: 3 clusters Score -2802761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -2802761.750000 Penalty: 2977.825439
	Iteration 46Q: 3 clusters Score -2802762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -2802758.000000 Penalty: 2977.825439
	Iteration 47Q: 3 clusters Score -2802758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -2802764.000000 Penalty: 2977.825439
	Iteration 48Q: 3 clusters Score -2802764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -2802767.500000 Penalty: 2977.825439
	Iteration 49Q: 3 clusters Score -2802768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -2802775.750000 Penalty: 2977.825439
	Iteration 50Q: 3 clusters Score -2802776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -2802773.500000 Penalty: 2977.825439
	Iteration 51Q: 3 clusters Score -2802774 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
Score: -2802770.250000 Penalty: 2977.825439
	Iteration 52Q: 3 clusters Score -2802770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -2802777.250000 Penalty: 2977.825439
	Iteration 53Q: 3 clusters Score -2802777 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -2802776.750000 Penalty: 2977.825439
	Iteration 54Q: 3 clusters Score -2802777 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -2802778.500000 Penalty: 2977.825439
	Iteration 55Q: 3 clusters Score -2802778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -2802782.500000 Penalty: 2977.825439
	Iteration 56Q: 3 clusters Score -2802782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -2802781.500000 Penalty: 2977.825439
	Iteration 57Q: 3 clusters Score -2802782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
Score: -2802775.500000 Penalty: 2977.825439
	Iteration 58Q: 3 clusters Score -2802776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -2802777.250000 Penalty: 2977.825439
	Iteration 59Q: 3 clusters Score -2802777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -2802782.500000 Penalty: 2977.825439
	Iteration 60F: 3 clusters Score -2802782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -2802783.000000 Penalty: 2977.825439
	Iteration 61Q: 3 clusters Score -2802783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -2802784.750000 Penalty: 2977.825439
	Iteration 62Q: 3 clusters Score -2802785 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 20593 members 
Entering Unmasked Estep 
Score: -2802787.500000 Penalty: 2977.825439
	Iteration 63Q: 3 clusters Score -2802788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -2802788.250000 Penalty: 2977.825439
	Iteration 64Q: 3 clusters Score -2802788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 20608 members 
Entering Unmasked Estep 
Score: -2802787.000000 Penalty: 2977.825439
	Iteration 65Q: 3 clusters Score -2802787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 20615 members 
Entering Unmasked Estep 
Score: -2802784.000000 Penalty: 2977.825439
	Iteration 66Q: 3 clusters Score -2802784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -2802782.250000 Penalty: 2977.825439
	Iteration 67Q: 3 clusters Score -2802782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
Score: -2802781.000000 Penalty: 2977.825439
	Iteration 68Q: 3 clusters Score -2802781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
Score: -2802781.000000 Penalty: 2977.825439
	Iteration 69F: 3 clusters Score -2802781 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Entering Unmasked Estep 
Score: -690517.000000 Penalty: 1291.633423
	Iteration 0F: 2 clusters Score -690517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -686325.000000 Penalty: 2583.266846
	Iteration 0F: 3 clusters Score -686325 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -687642.500000 Penalty: 2583.266846
	Iteration 1F: 3 clusters Score -687642.5 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -687889.062500 Penalty: 2583.266846
	Iteration 2F: 3 clusters Score -687889.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -688064.937500 Penalty: 2583.266846
	Iteration 3Q: 3 clusters Score -688064.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -688217.250000 Penalty: 2583.266846
	Iteration 4Q: 3 clusters Score -688217.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -688322.125000 Penalty: 2583.266846
	Iteration 5Q: 3 clusters Score -688322.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -688418.500000 Penalty: 2583.266846
	Iteration 6Q: 3 clusters Score -688418.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -688496.375000 Penalty: 2583.266846
	Iteration 7Q: 3 clusters Score -688496.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -688566.875000 Penalty: 2583.266846
	Iteration 8Q: 3 clusters Score -688566.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -688633.000000 Penalty: 2583.266846
	Iteration 9Q: 3 clusters Score -688633 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -688699.562500 Penalty: 2583.266846
	Iteration 10Q: 3 clusters Score -688699.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -688753.500000 Penalty: 2583.266846
	Iteration 11Q: 3 clusters Score -688753.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -688794.250000 Penalty: 2583.266846
	Iteration 12Q: 3 clusters Score -688794.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -688831.500000 Penalty: 2583.266846
	Iteration 13Q: 3 clusters Score -688831.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -688860.000000 Penalty: 2583.266846
	Iteration 14Q: 3 clusters Score -688860 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -688885.812500 Penalty: 2583.266846
	Iteration 15Q: 3 clusters Score -688885.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -688928.812500 Penalty: 2583.266846
	Iteration 16Q: 3 clusters Score -688928.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -688959.875000 Penalty: 2583.266846
	Iteration 17Q: 3 clusters Score -688959.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -688990.125000 Penalty: 2583.266846
	Iteration 18Q: 3 clusters Score -688990.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -689014.437500 Penalty: 2583.266846
	Iteration 19Q: 3 clusters Score -689014.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -689040.437500 Penalty: 2583.266846
	Iteration 20F: 3 clusters Score -689040.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -689067.250000 Penalty: 2583.266846
	Iteration 21Q: 3 clusters Score -689067.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -689094.812500 Penalty: 2583.266846
	Iteration 22Q: 3 clusters Score -689094.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -689124.000000 Penalty: 2583.266846
	Iteration 23Q: 3 clusters Score -689124 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -689149.375000 Penalty: 2583.266846
	Iteration 24Q: 3 clusters Score -689149.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -689187.375000 Penalty: 2583.266846
	Iteration 25Q: 3 clusters Score -689187.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -689225.312500 Penalty: 2583.266846
	Iteration 26Q: 3 clusters Score -689225.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -689260.937500 Penalty: 2583.266846
	Iteration 27Q: 3 clusters Score -689260.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -689307.812500 Penalty: 2583.266846
	Iteration 28Q: 3 clusters Score -689307.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -689344.375000 Penalty: 2583.266846
	Iteration 29Q: 3 clusters Score -689344.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -689378.125000 Penalty: 2583.266846
	Iteration 30Q: 3 clusters Score -689378.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -689414.500000 Penalty: 2583.266846
	Iteration 31Q: 3 clusters Score -689414.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -689458.312500 Penalty: 2583.266846
	Iteration 32Q: 3 clusters Score -689458.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -689503.687500 Penalty: 2583.266846
	Iteration 33Q: 3 clusters Score -689503.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -689551.125000 Penalty: 2583.266846
	Iteration 34Q: 3 clusters Score -689551.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -689598.687500 Penalty: 2583.266846
	Iteration 35Q: 3 clusters Score -689598.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -689635.062500 Penalty: 2583.266846
	Iteration 36Q: 3 clusters Score -689635.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -689677.250000 Penalty: 2583.266846
	Iteration 37Q: 3 clusters Score -689677.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -689722.750000 Penalty: 2583.266846
	Iteration 38Q: 3 clusters Score -689722.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -689764.500000 Penalty: 2583.266846
	Iteration 39Q: 3 clusters Score -689764.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -689799.500000 Penalty: 2583.266846
	Iteration 40F: 3 clusters Score -689799.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -689832.312500 Penalty: 2583.266846
	Iteration 41Q: 3 clusters Score -689832.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -689858.062500 Penalty: 2583.266846
	Iteration 42Q: 3 clusters Score -689858.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -689878.937500 Penalty: 2583.266846
	Iteration 43Q: 3 clusters Score -689878.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -689893.750000 Penalty: 2583.266846
	Iteration 44Q: 3 clusters Score -689893.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -689908.062500 Penalty: 2583.266846
	Iteration 45Q: 3 clusters Score -689908.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -689922.125000 Penalty: 2583.266846
	Iteration 46Q: 3 clusters Score -689922.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -689934.750000 Penalty: 2583.266846
	Iteration 47Q: 3 clusters Score -689934.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -689945.062500 Penalty: 2583.266846
	Iteration 48Q: 3 clusters Score -689945.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -689953.250000 Penalty: 2583.266846
	Iteration 49Q: 3 clusters Score -689953.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -689964.562500 Penalty: 2583.266846
	Iteration 50Q: 3 clusters Score -689964.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -689973.250000 Penalty: 2583.266846
	Iteration 51Q: 3 clusters Score -689973.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -689984.250000 Penalty: 2583.266846
	Iteration 52Q: 3 clusters Score -689984.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -689991.562500 Penalty: 2583.266846
	Iteration 53Q: 3 clusters Score -689991.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -689999.250000 Penalty: 2583.266846
	Iteration 54Q: 3 clusters Score -689999.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -690003.875000 Penalty: 2583.266846
	Iteration 55Q: 3 clusters Score -690003.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -690005.625000 Penalty: 2583.266846
	Iteration 56Q: 3 clusters Score -690005.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -690009.187500 Penalty: 2583.266846
	Iteration 57Q: 3 clusters Score -690009.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -690011.000000 Penalty: 2583.266846
	Iteration 58Q: 3 clusters Score -690011 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -690015.312500 Penalty: 2583.266846
	Iteration 59Q: 3 clusters Score -690015.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -690017.500000 Penalty: 2583.266846
	Iteration 60F: 3 clusters Score -690017.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -690019.812500 Penalty: 2583.266846
	Iteration 61Q: 3 clusters Score -690019.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -690021.375000 Penalty: 2583.266846
	Iteration 62Q: 3 clusters Score -690021.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -690022.125000 Penalty: 2583.266846
	Iteration 63Q: 3 clusters Score -690022.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -690022.812500 Penalty: 2583.266846
	Iteration 64Q: 3 clusters Score -690022.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -690024.812500 Penalty: 2583.266846
	Iteration 65Q: 3 clusters Score -690024.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -690027.750000 Penalty: 2583.266846
	Iteration 66Q: 3 clusters Score -690027.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -690029.062500 Penalty: 2583.266846
	Iteration 67Q: 3 clusters Score -690029.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -690030.062500 Penalty: 2583.266846
	Iteration 68Q: 3 clusters Score -690030.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -690029.687500 Penalty: 2583.266846
	Iteration 69Q: 3 clusters Score -690029.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -690030.937500 Penalty: 2583.266846
	Iteration 70Q: 3 clusters Score -690030.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -690032.062500 Penalty: 2583.266846
	Iteration 71Q: 3 clusters Score -690032.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -690033.562500 Penalty: 2583.266846
	Iteration 72Q: 3 clusters Score -690033.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -690035.125000 Penalty: 2583.266846
	Iteration 73Q: 3 clusters Score -690035.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -690035.125000 Penalty: 2583.266846
	Iteration 74Q: 3 clusters Score -690035.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -690035.125000 Penalty: 2583.266846
	Iteration 75F: 3 clusters Score -690035.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (16278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Entering Unmasked Estep 
Score: -1963344.625000 Penalty: 1442.998413
	Iteration 0F: 2 clusters Score -1963345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1952497.750000 Penalty: 2885.996826
	Iteration 0F: 3 clusters Score -1952498 nChanged 7129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1956246.000000 Penalty: 2885.996826
	Iteration 1F: 3 clusters Score -1956246 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1956633.625000 Penalty: 2885.996826
	Iteration 2F: 3 clusters Score -1956634 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1956947.625000 Penalty: 2885.996826
	Iteration 3F: 3 clusters Score -1956948 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1957192.000000 Penalty: 2885.996826
	Iteration 4Q: 3 clusters Score -1957192 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1957416.125000 Penalty: 2885.996826
	Iteration 5Q: 3 clusters Score -1957416 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1957651.625000 Penalty: 2885.996826
	Iteration 6Q: 3 clusters Score -1957652 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1957879.125000 Penalty: 2885.996826
	Iteration 7Q: 3 clusters Score -1957879 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1958108.625000 Penalty: 2885.996826
	Iteration 8Q: 3 clusters Score -1958109 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1958383.625000 Penalty: 2885.996826
	Iteration 9Q: 3 clusters Score -1958384 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1958673.625000 Penalty: 2885.996826
	Iteration 10Q: 3 clusters Score -1958674 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1959003.250000 Penalty: 2885.996826
	Iteration 11Q: 3 clusters Score -1959003 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1959316.750000 Penalty: 2885.996826
	Iteration 12Q: 3 clusters Score -1959317 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1959656.875000 Penalty: 2885.996826
	Iteration 13Q: 3 clusters Score -1959657 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1960046.125000 Penalty: 2885.996826
	Iteration 14Q: 3 clusters Score -1960046 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1960416.000000 Penalty: 2885.996826
	Iteration 15Q: 3 clusters Score -1960416 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1960712.750000 Penalty: 2885.996826
	Iteration 16Q: 3 clusters Score -1960713 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1960948.000000 Penalty: 2885.996826
	Iteration 17Q: 3 clusters Score -1960948 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1961158.625000 Penalty: 2885.996826
	Iteration 18Q: 3 clusters Score -1961159 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1961328.375000 Penalty: 2885.996826
	Iteration 19Q: 3 clusters Score -1961328 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1961452.375000 Penalty: 2885.996826
	Iteration 20F: 3 clusters Score -1961452 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1961557.500000 Penalty: 2885.996826
	Iteration 21Q: 3 clusters Score -1961558 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1961647.375000 Penalty: 2885.996826
	Iteration 22Q: 3 clusters Score -1961647 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1961740.375000 Penalty: 2885.996826
	Iteration 23Q: 3 clusters Score -1961740 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1961809.875000 Penalty: 2885.996826
	Iteration 24Q: 3 clusters Score -1961810 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1961884.000000 Penalty: 2885.996826
	Iteration 25Q: 3 clusters Score -1961884 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1961943.375000 Penalty: 2885.996826
	Iteration 26Q: 3 clusters Score -1961943 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1961996.625000 Penalty: 2885.996826
	Iteration 27Q: 3 clusters Score -1961997 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1962039.625000 Penalty: 2885.996826
	Iteration 28Q: 3 clusters Score -1962040 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1962071.625000 Penalty: 2885.996826
	Iteration 29Q: 3 clusters Score -1962072 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1962117.375000 Penalty: 2885.996826
	Iteration 30Q: 3 clusters Score -1962117 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1962139.750000 Penalty: 2885.996826
	Iteration 31Q: 3 clusters Score -1962140 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1962162.375000 Penalty: 2885.996826
	Iteration 32Q: 3 clusters Score -1962162 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1962191.500000 Penalty: 2885.996826
	Iteration 33Q: 3 clusters Score -1962192 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1962209.125000 Penalty: 2885.996826
	Iteration 34Q: 3 clusters Score -1962209 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1962228.750000 Penalty: 2885.996826
	Iteration 35Q: 3 clusters Score -1962229 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1962243.500000 Penalty: 2885.996826
	Iteration 36Q: 3 clusters Score -1962244 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1962256.500000 Penalty: 2885.996826
	Iteration 37Q: 3 clusters Score -1962256 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1962269.750000 Penalty: 2885.996826
	Iteration 38Q: 3 clusters Score -1962270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1962273.375000 Penalty: 2885.996826
	Iteration 39Q: 3 clusters Score -1962273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1962275.000000 Penalty: 2885.996826
	Iteration 40F: 3 clusters Score -1962275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1962280.875000 Penalty: 2885.996826
	Iteration 41Q: 3 clusters Score -1962281 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1962283.375000 Penalty: 2885.996826
	Iteration 42Q: 3 clusters Score -1962283 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1962294.000000 Penalty: 2885.996826
	Iteration 43Q: 3 clusters Score -1962294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1962297.750000 Penalty: 2885.996826
	Iteration 44Q: 3 clusters Score -1962298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1962298.500000 Penalty: 2885.996826
	Iteration 45Q: 3 clusters Score -1962298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1962299.500000 Penalty: 2885.996826
	Iteration 46Q: 3 clusters Score -1962300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1962301.125000 Penalty: 2885.996826
	Iteration 47Q: 3 clusters Score -1962301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1962305.625000 Penalty: 2885.996826
	Iteration 48Q: 3 clusters Score -1962306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1962307.375000 Penalty: 2885.996826
	Iteration 49Q: 3 clusters Score -1962307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1962307.875000 Penalty: 2885.996826
	Iteration 50Q: 3 clusters Score -1962308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1962307.875000 Penalty: 2885.996826
	Iteration 51F: 3 clusters Score -1962308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Entering Unmasked Estep 
Score: -68201.554688 Penalty: 980.432251
	Iteration 0F: 2 clusters Score -68201.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -67127.656250 Penalty: 1960.864502
	Iteration 0F: 3 clusters Score -67127.66 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -67425.179688 Penalty: 1960.864502
	Iteration 1F: 3 clusters Score -67425.18 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -67571.507812 Penalty: 1960.864502
	Iteration 2F: 3 clusters Score -67571.51 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -67653.523438 Penalty: 1960.864502
	Iteration 3F: 3 clusters Score -67653.52 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -67710.109375 Penalty: 1960.864502
	Iteration 4Q: 3 clusters Score -67710.11 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -67790.937500 Penalty: 1960.864502
	Iteration 5Q: 3 clusters Score -67790.94 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -67873.171875 Penalty: 1960.864502
	Iteration 6Q: 3 clusters Score -67873.17 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -67960.000000 Penalty: 1960.864502
	Iteration 7Q: 3 clusters Score -67960 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -68038.914062 Penalty: 1960.864502
	Iteration 8Q: 3 clusters Score -68038.91 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -68133.304688 Penalty: 1960.864502
	Iteration 9Q: 3 clusters Score -68133.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -68173.281250 Penalty: 1960.864502
	Iteration 10Q: 3 clusters Score -68173.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -68186.609375 Penalty: 1960.864502
	Iteration 11Q: 3 clusters Score -68186.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -68198.687500 Penalty: 1960.864502
	Iteration 12Q: 3 clusters Score -68198.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -68210.023438 Penalty: 1960.864502
	Iteration 13Q: 3 clusters Score -68210.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -68227.523438 Penalty: 1960.864502
	Iteration 14Q: 3 clusters Score -68227.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -68231.921875 Penalty: 1960.864502
	Iteration 15Q: 3 clusters Score -68231.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -68238.468750 Penalty: 1960.864502
	Iteration 16Q: 3 clusters Score -68238.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -68238.468750 Penalty: 1960.864502
	Iteration 17F: 3 clusters Score -68238.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 71812 members 
Mstep: Class 2 contains 41196 members 
Mstep: Class 3 contains 9195 members 
Mstep: Class 4 contains 2595 members 
Mstep: Class 5 contains 67660 members 
Mstep: Class 6 contains 43412 members 
Mstep: Class 7 contains 6974 members 
Mstep: Class 8 contains 5604 members 
Mstep: Class 9 contains 8376 members 
Mstep: Class 10 contains 9845 members 
Mstep: Class 11 contains 9289 members 
Mstep: Class 12 contains 2865 members 
Mstep: Class 13 contains 10854 members 
Mstep: Class 14 contains 1653 members 
Mstep: Class 15 contains 11883 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24901 members 
Mstep: Class 18 contains 24249 members 
Mstep: Class 19 contains 6089 members 
Mstep: Class 20 contains 35626 members 
Mstep: Class 21 contains 8982 members 
Mstep: Class 22 contains 5914 members 
Mstep: Class 23 contains 22162 members 
Mstep: Class 24 contains 5886 members 
Mstep: Class 25 contains 16278 members 
Mstep: Class 26 contains 328 members 
Mstep: Class 27 contains 59802 members 
Mstep: Class 28 contains 4795 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35024 members 
Mstep: Class 31 contains 21747 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 84441 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 4657 members 
Mstep: Class 40 contains 399 members 
Entering Unmasked Estep 
Score: -80992448.000000 Penalty: 79818.773438
Splitting cluster 26 changes total score from -80993536.000000 to -80992448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (59802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59802 members 
Entering Unmasked Estep 
Score: -7601064.000000 Penalty: 1636.620605
	Iteration 0F: 2 clusters Score -7601064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29962 members 
Mstep: Class 2 contains 29840 members 
Entering Unmasked Estep 
Score: -7563743.000000 Penalty: 3273.241211
	Iteration 0F: 3 clusters Score -7563743 nChanged 27827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30965 members 
Mstep: Class 2 contains 28837 members 
Entering Unmasked Estep 
Score: -7579124.500000 Penalty: 3273.241211
	Iteration 1F: 3 clusters Score -7579124 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31533 members 
Mstep: Class 2 contains 28269 members 
Entering Unmasked Estep 
Score: -7579618.500000 Penalty: 3273.241211
	Iteration 2Q: 3 clusters Score -7579618 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32428 members 
Mstep: Class 2 contains 27374 members 
Entering Unmasked Estep 
Score: -7580176.500000 Penalty: 3273.241211
	Iteration 3Q: 3 clusters Score -7580176 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33682 members 
Mstep: Class 2 contains 26120 members 
Entering Unmasked Estep 
Score: -7580736.000000 Penalty: 3273.241211
	Iteration 4Q: 3 clusters Score -7580736 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35482 members 
Mstep: Class 2 contains 24320 members 
Entering Unmasked Estep 
Score: -7581655.500000 Penalty: 3273.241211
	Iteration 5Q: 3 clusters Score -7581656 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38051 members 
Mstep: Class 2 contains 21751 members 
Entering Unmasked Estep 
Score: -7582999.000000 Penalty: 3273.241211
	Iteration 6Q: 3 clusters Score -7582999 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41413 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -7585110.500000 Penalty: 3273.241211
	Iteration 7F: 3 clusters Score -7585110 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45565 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -7587953.000000 Penalty: 3273.241211
	Iteration 8F: 3 clusters Score -7587953 nChanged 4462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49955 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -7591260.000000 Penalty: 3273.241211
	Iteration 9F: 3 clusters Score -7591260 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53896 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -7594442.500000 Penalty: 3273.241211
	Iteration 10F: 3 clusters Score -7594442 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56756 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -7596889.000000 Penalty: 3273.241211
	Iteration 11Q: 3 clusters Score -7596889 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58392 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -7598407.000000 Penalty: 3273.241211
	Iteration 12Q: 3 clusters Score -7598407 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59158 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -7599179.500000 Penalty: 3273.241211
	Iteration 13Q: 3 clusters Score -7599180 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59412 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -7599463.000000 Penalty: 3273.241211
	Iteration 14Q: 3 clusters Score -7599463 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59481 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -7599557.000000 Penalty: 3273.241211
	Iteration 15Q: 3 clusters Score -7599557 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59518 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -7599616.500000 Penalty: 3273.241211
	Iteration 16Q: 3 clusters Score -7599616 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59531 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -7599653.500000 Penalty: 3273.241211
	Iteration 17Q: 3 clusters Score -7599654 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59542 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -7599677.000000 Penalty: 3273.241211
	Iteration 18Q: 3 clusters Score -7599677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59548 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -7599683.500000 Penalty: 3273.241211
	Iteration 19Q: 3 clusters Score -7599684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59552 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -7599698.000000 Penalty: 3273.241211
	Iteration 20F: 3 clusters Score -7599698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59558 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -7599709.000000 Penalty: 3273.241211
	Iteration 21Q: 3 clusters Score -7599709 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59563 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -7599724.500000 Penalty: 3273.241211
	Iteration 22Q: 3 clusters Score -7599724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59568 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -7599737.500000 Penalty: 3273.241211
	Iteration 23Q: 3 clusters Score -7599738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59574 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -7599746.000000 Penalty: 3273.241211
	Iteration 24Q: 3 clusters Score -7599746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59575 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -7599746.000000 Penalty: 3273.241211
	Iteration 25Q: 3 clusters Score -7599746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59577 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -7599739.500000 Penalty: 3273.241211
	Iteration 26Q: 3 clusters Score -7599740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59577 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -7599739.500000 Penalty: 3273.241211
	Iteration 27F: 3 clusters Score -7599740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Entering Unmasked Estep 
Score: -556317.625000 Penalty: 1261.129028
	Iteration 0F: 2 clusters Score -556317.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -552731.000000 Penalty: 2522.258057
	Iteration 0F: 3 clusters Score -552731 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -553809.687500 Penalty: 2522.258057
	Iteration 1F: 3 clusters Score -553809.7 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -554049.687500 Penalty: 2522.258057
	Iteration 2F: 3 clusters Score -554049.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -554220.375000 Penalty: 2522.258057
	Iteration 3F: 3 clusters Score -554220.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -554370.937500 Penalty: 2522.258057
	Iteration 4Q: 3 clusters Score -554370.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -554514.750000 Penalty: 2522.258057
	Iteration 5Q: 3 clusters Score -554514.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -554653.812500 Penalty: 2522.258057
	Iteration 6Q: 3 clusters Score -554653.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -554796.625000 Penalty: 2522.258057
	Iteration 7Q: 3 clusters Score -554796.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -554936.187500 Penalty: 2522.258057
	Iteration 8Q: 3 clusters Score -554936.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -555065.500000 Penalty: 2522.258057
	Iteration 9Q: 3 clusters Score -555065.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -555194.875000 Penalty: 2522.258057
	Iteration 10Q: 3 clusters Score -555194.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -555302.812500 Penalty: 2522.258057
	Iteration 11Q: 3 clusters Score -555302.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -555394.500000 Penalty: 2522.258057
	Iteration 12Q: 3 clusters Score -555394.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -555458.375000 Penalty: 2522.258057
	Iteration 13Q: 3 clusters Score -555458.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -555519.625000 Penalty: 2522.258057
	Iteration 14Q: 3 clusters Score -555519.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -555569.687500 Penalty: 2522.258057
	Iteration 15Q: 3 clusters Score -555569.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -555604.187500 Penalty: 2522.258057
	Iteration 16Q: 3 clusters Score -555604.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -555628.875000 Penalty: 2522.258057
	Iteration 17Q: 3 clusters Score -555628.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -555653.812500 Penalty: 2522.258057
	Iteration 18Q: 3 clusters Score -555653.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -555673.000000 Penalty: 2522.258057
	Iteration 19Q: 3 clusters Score -555673 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -555694.750000 Penalty: 2522.258057
	Iteration 20F: 3 clusters Score -555694.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -555719.562500 Penalty: 2522.258057
	Iteration 21Q: 3 clusters Score -555719.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -555736.375000 Penalty: 2522.258057
	Iteration 22Q: 3 clusters Score -555736.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -555751.312500 Penalty: 2522.258057
	Iteration 23Q: 3 clusters Score -555751.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -555768.875000 Penalty: 2522.258057
	Iteration 24Q: 3 clusters Score -555768.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -555781.812500 Penalty: 2522.258057
	Iteration 25Q: 3 clusters Score -555781.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -555792.687500 Penalty: 2522.258057
	Iteration 26Q: 3 clusters Score -555792.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -555800.375000 Penalty: 2522.258057
	Iteration 27Q: 3 clusters Score -555800.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -555806.062500 Penalty: 2522.258057
	Iteration 28Q: 3 clusters Score -555806.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -555808.875000 Penalty: 2522.258057
	Iteration 29Q: 3 clusters Score -555808.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -555811.937500 Penalty: 2522.258057
	Iteration 30Q: 3 clusters Score -555811.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -555814.000000 Penalty: 2522.258057
	Iteration 31Q: 3 clusters Score -555814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -555813.750000 Penalty: 2522.258057
	Iteration 32Q: 3 clusters Score -555813.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -555815.687500 Penalty: 2522.258057
	Iteration 33Q: 3 clusters Score -555815.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -555815.187500 Penalty: 2522.258057
	Iteration 34Q: 3 clusters Score -555815.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -555815.187500 Penalty: 2522.258057
	Iteration 35F: 3 clusters Score -555815.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -28234.490234 Penalty: 899.496826
	Iteration 0F: 2 clusters Score -28234.49 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 214 members 
Entering Unmasked Estep 
Score: -27525.320312 Penalty: 1798.993652
	Iteration 0F: 3 clusters Score -27525.32 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -27931.421875 Penalty: 1798.993652
	Iteration 1F: 3 clusters Score -27931.42 nChanged 43
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: -28219.693359 Penalty: 1798.993652
	Iteration 2F: 3 clusters Score -28219.69 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -28316.943359 Penalty: 1798.993652
	Iteration 3F: 3 clusters Score -28316.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -28407.654297 Penalty: 1798.993652
	Iteration 4Q: 3 clusters Score -28407.65 nChanged 9
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: -28485.273438 Penalty: 1798.993652
	Iteration 5Q: 3 clusters Score -28485.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -28543.431641 Penalty: 1798.993652
	Iteration 6Q: 3 clusters Score -28543.43 nChanged 3
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: -28567.767578 Penalty: 1798.993652
	Iteration 7Q: 3 clusters Score -28567.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -28573.484375 Penalty: 1798.993652
	Iteration 8Q: 3 clusters Score -28573.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -28576.267578 Penalty: 1798.993652
	Iteration 9Q: 3 clusters Score -28576.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -28576.267578 Penalty: 1798.993652
	Iteration 10F: 3 clusters Score -28576.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 71812 members 
Mstep: Class 2 contains 41196 members 
Mstep: Class 3 contains 9195 members 
Mstep: Class 4 contains 2595 members 
Mstep: Class 5 contains 67660 members 
Mstep: Class 6 contains 43412 members 
Mstep: Class 7 contains 6974 members 
Mstep: Class 8 contains 5604 members 
Mstep: Class 9 contains 8376 members 
Mstep: Class 10 contains 9845 members 
Mstep: Class 11 contains 9289 members 
Mstep: Class 12 contains 2865 members 
Mstep: Class 13 contains 10854 members 
Mstep: Class 14 contains 1653 members 
Mstep: Class 15 contains 11883 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24901 members 
Mstep: Class 18 contains 24249 members 
Mstep: Class 19 contains 6089 members 
Mstep: Class 20 contains 35626 members 
Mstep: Class 21 contains 8982 members 
Mstep: Class 22 contains 5914 members 
Mstep: Class 23 contains 22162 members 
Mstep: Class 24 contains 5886 members 
Mstep: Class 25 contains 16278 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 59802 members 
Mstep: Class 28 contains 4795 members 
Mstep: Class 29 contains 305 members 
Mstep: Class 30 contains 35024 members 
Mstep: Class 31 contains 21747 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 84441 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 4657 members 
Mstep: Class 40 contains 117 members 
Entering Unmasked Estep 
Score: -80992720.000000 Penalty: 79818.773438
Splitting cluster 29 changes total score from -80993536.000000 to -80992720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (35024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35024 members 
Entering Unmasked Estep 
Score: -4429285.000000 Penalty: 1557.011841
	Iteration 0F: 2 clusters Score -4429285 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -4406458.000000 Penalty: 3114.023682
	Iteration 0F: 3 clusters Score -4406458 nChanged 16036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -4415205.500000 Penalty: 3114.023682
	Iteration 1F: 3 clusters Score -4415206 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -4415787.000000 Penalty: 3114.023682
	Iteration 2Q: 3 clusters Score -4415787 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -4416463.000000 Penalty: 3114.023682
	Iteration 3Q: 3 clusters Score -4416463 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 20768 members 
Entering Unmasked Estep 
Score: -4417275.500000 Penalty: 3114.023682
	Iteration 4F: 3 clusters Score -4417276 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 22182 members 
Entering Unmasked Estep 
Score: -4418299.500000 Penalty: 3114.023682
	Iteration 5F: 3 clusters Score -4418300 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 23912 members 
Entering Unmasked Estep 
Score: -4419559.500000 Penalty: 3114.023682
	Iteration 6F: 3 clusters Score -4419560 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 25822 members 
Entering Unmasked Estep 
Score: -4420986.500000 Penalty: 3114.023682
	Iteration 7F: 3 clusters Score -4420986 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 27798 members 
Entering Unmasked Estep 
Score: -4422505.500000 Penalty: 3114.023682
	Iteration 8F: 3 clusters Score -4422506 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 29671 members 
Entering Unmasked Estep 
Score: -4423938.000000 Penalty: 3114.023682
	Iteration 9F: 3 clusters Score -4423938 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 31223 members 
Entering Unmasked Estep 
Score: -4425108.000000 Penalty: 3114.023682
	Iteration 10Q: 3 clusters Score -4425108 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 32424 members 
Entering Unmasked Estep 
Score: -4426056.000000 Penalty: 3114.023682
	Iteration 11Q: 3 clusters Score -4426056 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 33337 members 
Entering Unmasked Estep 
Score: -4426812.500000 Penalty: 3114.023682
	Iteration 12Q: 3 clusters Score -4426812 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 33908 members 
Entering Unmasked Estep 
Score: -4427281.500000 Penalty: 3114.023682
	Iteration 13Q: 3 clusters Score -4427282 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 34221 members 
Entering Unmasked Estep 
Score: -4427543.000000 Penalty: 3114.023682
	Iteration 14Q: 3 clusters Score -4427543 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 34399 members 
Entering Unmasked Estep 
Score: -4427730.000000 Penalty: 3114.023682
	Iteration 15Q: 3 clusters Score -4427730 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 34502 members 
Entering Unmasked Estep 
Score: -4427831.000000 Penalty: 3114.023682
	Iteration 16Q: 3 clusters Score -4427831 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 34563 members 
Entering Unmasked Estep 
Score: -4427909.000000 Penalty: 3114.023682
	Iteration 17Q: 3 clusters Score -4427909 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 34596 members 
Entering Unmasked Estep 
Score: -4427956.000000 Penalty: 3114.023682
	Iteration 18Q: 3 clusters Score -4427956 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 34626 members 
Entering Unmasked Estep 
Score: -4427994.500000 Penalty: 3114.023682
	Iteration 19Q: 3 clusters Score -4427994 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 34651 members 
Entering Unmasked Estep 
Score: -4428014.000000 Penalty: 3114.023682
	Iteration 20F: 3 clusters Score -4428014 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 34667 members 
Entering Unmasked Estep 
Score: -4428040.500000 Penalty: 3114.023682
	Iteration 21Q: 3 clusters Score -4428040 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 34681 members 
Entering Unmasked Estep 
Score: -4428055.000000 Penalty: 3114.023682
	Iteration 22Q: 3 clusters Score -4428055 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 34686 members 
Entering Unmasked Estep 
Score: -4428064.000000 Penalty: 3114.023682
	Iteration 23Q: 3 clusters Score -4428064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 34692 members 
Entering Unmasked Estep 
Score: -4428076.000000 Penalty: 3114.023682
	Iteration 24Q: 3 clusters Score -4428076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 34701 members 
Entering Unmasked Estep 
Score: -4428083.000000 Penalty: 3114.023682
	Iteration 25Q: 3 clusters Score -4428083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 34703 members 
Entering Unmasked Estep 
Score: -4428089.500000 Penalty: 3114.023682
	Iteration 26Q: 3 clusters Score -4428090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 34708 members 
Entering Unmasked Estep 
Score: -4428104.000000 Penalty: 3114.023682
	Iteration 27Q: 3 clusters Score -4428104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 34713 members 
Entering Unmasked Estep 
Score: -4428106.000000 Penalty: 3114.023682
	Iteration 28Q: 3 clusters Score -4428106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 34715 members 
Entering Unmasked Estep 
Score: -4428111.000000 Penalty: 3114.023682
	Iteration 29Q: 3 clusters Score -4428111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 34716 members 
Entering Unmasked Estep 
Score: -4428113.500000 Penalty: 3114.023682
	Iteration 30Q: 3 clusters Score -4428114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 34716 members 
Entering Unmasked Estep 
Score: -4428113.500000 Penalty: 3114.023682
	Iteration 31F: 3 clusters Score -4428114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (21747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21747 members 
Entering Unmasked Estep 
Score: -2764486.750000 Penalty: 1486.100098
	Iteration 0F: 2 clusters Score -2764487 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -2750277.500000 Penalty: 2972.200195
	Iteration 0F: 3 clusters Score -2750278 nChanged 9594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -2755512.250000 Penalty: 2972.200195
	Iteration 1F: 3 clusters Score -2755512 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -2755966.500000 Penalty: 2972.200195
	Iteration 2F: 3 clusters Score -2755966 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -2756356.500000 Penalty: 2972.200195
	Iteration 3Q: 3 clusters Score -2756356 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -2756772.000000 Penalty: 2972.200195
	Iteration 4Q: 3 clusters Score -2756772 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -2757189.750000 Penalty: 2972.200195
	Iteration 5Q: 3 clusters Score -2757190 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -2757621.250000 Penalty: 2972.200195
	Iteration 6Q: 3 clusters Score -2757621 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -2758073.750000 Penalty: 2972.200195
	Iteration 7Q: 3 clusters Score -2758074 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -2758535.250000 Penalty: 2972.200195
	Iteration 8Q: 3 clusters Score -2758535 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -2759067.000000 Penalty: 2972.200195
	Iteration 9Q: 3 clusters Score -2759067 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -2759650.500000 Penalty: 2972.200195
	Iteration 10Q: 3 clusters Score -2759650 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -2760210.500000 Penalty: 2972.200195
	Iteration 11Q: 3 clusters Score -2760210 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -2760769.750000 Penalty: 2972.200195
	Iteration 12Q: 3 clusters Score -2760770 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -2761288.000000 Penalty: 2972.200195
	Iteration 13Q: 3 clusters Score -2761288 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 18537 members 
Entering Unmasked Estep 
Score: -2761747.750000 Penalty: 2972.200195
	Iteration 14Q: 3 clusters Score -2761748 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -2762104.750000 Penalty: 2972.200195
	Iteration 15Q: 3 clusters Score -2762105 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -2762384.250000 Penalty: 2972.200195
	Iteration 16Q: 3 clusters Score -2762384 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -2762569.750000 Penalty: 2972.200195
	Iteration 17Q: 3 clusters Score -2762570 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -2762702.500000 Penalty: 2972.200195
	Iteration 18Q: 3 clusters Score -2762702 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -2762816.500000 Penalty: 2972.200195
	Iteration 19Q: 3 clusters Score -2762816 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -2762927.750000 Penalty: 2972.200195
	Iteration 20F: 3 clusters Score -2762928 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
Score: -2763003.250000 Penalty: 2972.200195
	Iteration 21Q: 3 clusters Score -2763003 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -2763073.250000 Penalty: 2972.200195
	Iteration 22Q: 3 clusters Score -2763073 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -2763119.750000 Penalty: 2972.200195
	Iteration 23Q: 3 clusters Score -2763120 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -2763167.000000 Penalty: 2972.200195
	Iteration 24Q: 3 clusters Score -2763167 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -2763207.750000 Penalty: 2972.200195
	Iteration 25Q: 3 clusters Score -2763208 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -2763231.250000 Penalty: 2972.200195
	Iteration 26Q: 3 clusters Score -2763231 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -2763246.750000 Penalty: 2972.200195
	Iteration 27Q: 3 clusters Score -2763247 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
Score: -2763261.250000 Penalty: 2972.200195
	Iteration 28Q: 3 clusters Score -2763261 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 20901 members 
Entering Unmasked Estep 
Score: -2763274.750000 Penalty: 2972.200195
	Iteration 29Q: 3 clusters Score -2763275 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -2763290.250000 Penalty: 2972.200195
	Iteration 30Q: 3 clusters Score -2763290 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -2763306.000000 Penalty: 2972.200195
	Iteration 31Q: 3 clusters Score -2763306 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 20970 members 
Entering Unmasked Estep 
Score: -2763319.500000 Penalty: 2972.200195
	Iteration 32Q: 3 clusters Score -2763320 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -2763329.250000 Penalty: 2972.200195
	Iteration 33Q: 3 clusters Score -2763329 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 20995 members 
Entering Unmasked Estep 
Score: -2763328.750000 Penalty: 2972.200195
	Iteration 34Q: 3 clusters Score -2763329 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -2763332.750000 Penalty: 2972.200195
	Iteration 35Q: 3 clusters Score -2763333 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -2763340.000000 Penalty: 2972.200195
	Iteration 36Q: 3 clusters Score -2763340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 21018 members 
Entering Unmasked Estep 
Score: -2763349.250000 Penalty: 2972.200195
	Iteration 37Q: 3 clusters Score -2763349 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 21028 members 
Entering Unmasked Estep 
Score: -2763345.750000 Penalty: 2972.200195
	Iteration 38Q: 3 clusters Score -2763346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -2763349.000000 Penalty: 2972.200195
	Iteration 39Q: 3 clusters Score -2763349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -2763355.500000 Penalty: 2972.200195
	Iteration 40F: 3 clusters Score -2763356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
Score: -2763359.000000 Penalty: 2972.200195
	Iteration 41Q: 3 clusters Score -2763359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -2763360.000000 Penalty: 2972.200195
	Iteration 42Q: 3 clusters Score -2763360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -2763359.500000 Penalty: 2972.200195
	Iteration 43Q: 3 clusters Score -2763360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -2763360.750000 Penalty: 2972.200195
	Iteration 44Q: 3 clusters Score -2763361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -2763360.750000 Penalty: 2972.200195
	Iteration 45F: 3 clusters Score -2763361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Entering Unmasked Estep 
Score: -21853.011719 Penalty: 817.367554
	Iteration 0F: 2 clusters Score -21853.01 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 120 members 
Entering Unmasked Estep 
Score: -21206.419922 Penalty: 1634.735107
	Iteration 0F: 3 clusters Score -21206.42 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -21326.181641 Penalty: 1634.735107
	Iteration 1F: 3 clusters Score -21326.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -21399.511719 Penalty: 1634.735107
	Iteration 2Q: 3 clusters Score -21399.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -21427.406250 Penalty: 1634.735107
	Iteration 3Q: 3 clusters Score -21427.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -21443.644531 Penalty: 1634.735107
	Iteration 4Q: 3 clusters Score -21443.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -21456.222656 Penalty: 1634.735107
	Iteration 5Q: 3 clusters Score -21456.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -21475.533203 Penalty: 1634.735107
	Iteration 6Q: 3 clusters Score -21475.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -21492.607422 Penalty: 1634.735107
	Iteration 7Q: 3 clusters Score -21492.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -21504.480469 Penalty: 1634.735107
	Iteration 8Q: 3 clusters Score -21504.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -21543.482422 Penalty: 1634.735107
	Iteration 9Q: 3 clusters Score -21543.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -21543.482422 Penalty: 1634.735107
	Iteration 10F: 3 clusters Score -21543.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (84441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84441 members 
Entering Unmasked Estep 
Score: -10669539.000000 Penalty: 1687.958740
	Iteration 0F: 2 clusters Score -1.066954e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42338 members 
Mstep: Class 2 contains 42103 members 
Entering Unmasked Estep 
Score: -10623226.000000 Penalty: 3375.917480
	Iteration 0F: 3 clusters Score -1.062323e+07 nChanged 39866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42758 members 
Mstep: Class 2 contains 41683 members 
Entering Unmasked Estep 
Score: -10645899.000000 Penalty: 3375.917480
	Iteration 1F: 3 clusters Score -1.06459e+07 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42578 members 
Mstep: Class 2 contains 41863 members 
Entering Unmasked Estep 
Score: -10646611.000000 Penalty: 3375.917480
	Iteration 2Q: 3 clusters Score -1.064661e+07 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42316 members 
Mstep: Class 2 contains 42125 members 
Entering Unmasked Estep 
Score: -10647299.000000 Penalty: 3375.917480
	Iteration 3Q: 3 clusters Score -1.06473e+07 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41809 members 
Mstep: Class 2 contains 42632 members 
Entering Unmasked Estep 
Score: -10648192.000000 Penalty: 3375.917480
	Iteration 4Q: 3 clusters Score -1.064819e+07 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41191 members 
Mstep: Class 2 contains 43250 members 
Entering Unmasked Estep 
Score: -10649020.000000 Penalty: 3375.917480
	Iteration 5Q: 3 clusters Score -1.064902e+07 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40418 members 
Mstep: Class 2 contains 44023 members 
Entering Unmasked Estep 
Score: -10649941.000000 Penalty: 3375.917480
	Iteration 6Q: 3 clusters Score -1.064994e+07 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39566 members 
Mstep: Class 2 contains 44875 members 
Entering Unmasked Estep 
Score: -10650847.000000 Penalty: 3375.917480
	Iteration 7Q: 3 clusters Score -1.065085e+07 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38615 members 
Mstep: Class 2 contains 45826 members 
Entering Unmasked Estep 
Score: -10651618.000000 Penalty: 3375.917480
	Iteration 8Q: 3 clusters Score -1.065162e+07 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37523 members 
Mstep: Class 2 contains 46918 members 
Entering Unmasked Estep 
Score: -10652517.000000 Penalty: 3375.917480
	Iteration 9Q: 3 clusters Score -1.065252e+07 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36337 members 
Mstep: Class 2 contains 48104 members 
Entering Unmasked Estep 
Score: -10653510.000000 Penalty: 3375.917480
	Iteration 10Q: 3 clusters Score -1.065351e+07 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35231 members 
Mstep: Class 2 contains 49210 members 
Entering Unmasked Estep 
Score: -10654726.000000 Penalty: 3375.917480
	Iteration 11Q: 3 clusters Score -1.065473e+07 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34252 members 
Mstep: Class 2 contains 50189 members 
Entering Unmasked Estep 
Score: -10656279.000000 Penalty: 3375.917480
	Iteration 12Q: 3 clusters Score -1.065628e+07 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33560 members 
Mstep: Class 2 contains 50881 members 
Entering Unmasked Estep 
Score: -10658627.000000 Penalty: 3375.917480
	Iteration 13Q: 3 clusters Score -1.065863e+07 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33238 members 
Mstep: Class 2 contains 51203 members 
Entering Unmasked Estep 
Score: -10661309.000000 Penalty: 3375.917480
	Iteration 14Q: 3 clusters Score -1.066131e+07 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33174 members 
Mstep: Class 2 contains 51267 members 
Entering Unmasked Estep 
Score: -10663197.000000 Penalty: 3375.917480
	Iteration 15Q: 3 clusters Score -1.06632e+07 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33170 members 
Mstep: Class 2 contains 51271 members 
Entering Unmasked Estep 
Score: -10664063.000000 Penalty: 3375.917480
	Iteration 16Q: 3 clusters Score -1.066406e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33281 members 
Mstep: Class 2 contains 51160 members 
Entering Unmasked Estep 
Score: -10664452.000000 Penalty: 3375.917480
	Iteration 17Q: 3 clusters Score -1.066445e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33437 members 
Mstep: Class 2 contains 51004 members 
Entering Unmasked Estep 
Score: -10664653.000000 Penalty: 3375.917480
	Iteration 18Q: 3 clusters Score -1.066465e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33638 members 
Mstep: Class 2 contains 50803 members 
Entering Unmasked Estep 
Score: -10664824.000000 Penalty: 3375.917480
	Iteration 19Q: 3 clusters Score -1.066482e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33893 members 
Mstep: Class 2 contains 50548 members 
Entering Unmasked Estep 
Score: -10665058.000000 Penalty: 3375.917480
	Iteration 20F: 3 clusters Score -1.066506e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34165 members 
Mstep: Class 2 contains 50276 members 
Entering Unmasked Estep 
Score: -10665332.000000 Penalty: 3375.917480
	Iteration 21Q: 3 clusters Score -1.066533e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34509 members 
Mstep: Class 2 contains 49932 members 
Entering Unmasked Estep 
Score: -10665626.000000 Penalty: 3375.917480
	Iteration 22Q: 3 clusters Score -1.066563e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34912 members 
Mstep: Class 2 contains 49529 members 
Entering Unmasked Estep 
Score: -10665919.000000 Penalty: 3375.917480
	Iteration 23Q: 3 clusters Score -1.066592e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35316 members 
Mstep: Class 2 contains 49125 members 
Entering Unmasked Estep 
Score: -10666237.000000 Penalty: 3375.917480
	Iteration 24Q: 3 clusters Score -1.066624e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35697 members 
Mstep: Class 2 contains 48744 members 
Entering Unmasked Estep 
Score: -10666654.000000 Penalty: 3375.917480
	Iteration 25Q: 3 clusters Score -1.066665e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36123 members 
Mstep: Class 2 contains 48318 members 
Entering Unmasked Estep 
Score: -10667227.000000 Penalty: 3375.917480
	Iteration 26Q: 3 clusters Score -1.066723e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36544 members 
Mstep: Class 2 contains 47897 members 
Entering Unmasked Estep 
Score: -10667780.000000 Penalty: 3375.917480
	Iteration 27Q: 3 clusters Score -1.066778e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37025 members 
Mstep: Class 2 contains 47416 members 
Entering Unmasked Estep 
Score: -10668325.000000 Penalty: 3375.917480
	Iteration 28Q: 3 clusters Score -1.066832e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37558 members 
Mstep: Class 2 contains 46883 members 
Entering Unmasked Estep 
Score: -10669052.000000 Penalty: 3375.917480
	Iteration 29Q: 3 clusters Score -1.066905e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38059 members 
Mstep: Class 2 contains 46382 members 
Entering Unmasked Estep 
Score: -10669816.000000 Penalty: 3375.917480
	Iteration 30Q: 3 clusters Score -1.066982e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38551 members 
Mstep: Class 2 contains 45890 members 
Entering Unmasked Estep 
Score: -10670578.000000 Penalty: 3375.917480
	Iteration 31Q: 3 clusters Score -1.067058e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38994 members 
Mstep: Class 2 contains 45447 members 
Entering Unmasked Estep 
Score: -10671187.000000 Penalty: 3375.917480
	Iteration 32Q: 3 clusters Score -1.067119e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39376 members 
Mstep: Class 2 contains 45065 members 
Entering Unmasked Estep 
Score: -10671710.000000 Penalty: 3375.917480
	Iteration 33Q: 3 clusters Score -1.067171e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39620 members 
Mstep: Class 2 contains 44821 members 
Entering Unmasked Estep 
Score: -10672185.000000 Penalty: 3375.917480
	Iteration 34Q: 3 clusters Score -1.067218e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39745 members 
Mstep: Class 2 contains 44696 members 
Entering Unmasked Estep 
Score: -10672504.000000 Penalty: 3375.917480
	Iteration 35Q: 3 clusters Score -1.06725e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39779 members 
Mstep: Class 2 contains 44662 members 
Entering Unmasked Estep 
Score: -10672693.000000 Penalty: 3375.917480
	Iteration 36Q: 3 clusters Score -1.067269e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39755 members 
Mstep: Class 2 contains 44686 members 
Entering Unmasked Estep 
Score: -10672813.000000 Penalty: 3375.917480
	Iteration 37Q: 3 clusters Score -1.067281e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39695 members 
Mstep: Class 2 contains 44746 members 
Entering Unmasked Estep 
Score: -10672922.000000 Penalty: 3375.917480
	Iteration 38Q: 3 clusters Score -1.067292e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39605 members 
Mstep: Class 2 contains 44836 members 
Entering Unmasked Estep 
Score: -10672983.000000 Penalty: 3375.917480
	Iteration 39Q: 3 clusters Score -1.067298e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39485 members 
Mstep: Class 2 contains 44956 members 
Entering Unmasked Estep 
Score: -10673151.000000 Penalty: 3375.917480
	Iteration 40F: 3 clusters Score -1.067315e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39494 members 
Mstep: Class 2 contains 44947 members 
Entering Unmasked Estep 
Score: -10673222.000000 Penalty: 3375.917480
	Iteration 41Q: 3 clusters Score -1.067322e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39472 members 
Mstep: Class 2 contains 44969 members 
Entering Unmasked Estep 
Score: -10673283.000000 Penalty: 3375.917480
	Iteration 42Q: 3 clusters Score -1.067328e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39449 members 
Mstep: Class 2 contains 44992 members 
Entering Unmasked Estep 
Score: -10673322.000000 Penalty: 3375.917480
	Iteration 43Q: 3 clusters Score -1.067332e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39393 members 
Mstep: Class 2 contains 45048 members 
Entering Unmasked Estep 
Score: -10673363.000000 Penalty: 3375.917480
	Iteration 44Q: 3 clusters Score -1.067336e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39321 members 
Mstep: Class 2 contains 45120 members 
Entering Unmasked Estep 
Score: -10673350.000000 Penalty: 3375.917480
	Iteration 45Q: 3 clusters Score -1.067335e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39214 members 
Mstep: Class 2 contains 45227 members 
Entering Unmasked Estep 
Score: -10673326.000000 Penalty: 3375.917480
	Iteration 46Q: 3 clusters Score -1.067333e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39107 members 
Mstep: Class 2 contains 45334 members 
Entering Unmasked Estep 
Score: -10673350.000000 Penalty: 3375.917480
	Iteration 47Q: 3 clusters Score -1.067335e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39001 members 
Mstep: Class 2 contains 45440 members 
Entering Unmasked Estep 
Score: -10673357.000000 Penalty: 3375.917480
	Iteration 48Q: 3 clusters Score -1.067336e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38910 members 
Mstep: Class 2 contains 45531 members 
Entering Unmasked Estep 
Score: -10673345.000000 Penalty: 3375.917480
	Iteration 49Q: 3 clusters Score -1.067334e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38831 members 
Mstep: Class 2 contains 45610 members 
Entering Unmasked Estep 
Score: -10673324.000000 Penalty: 3375.917480
	Iteration 50Q: 3 clusters Score -1.067332e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38763 members 
Mstep: Class 2 contains 45678 members 
Entering Unmasked Estep 
Score: -10673358.000000 Penalty: 3375.917480
	Iteration 51Q: 3 clusters Score -1.067336e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38714 members 
Mstep: Class 2 contains 45727 members 
Entering Unmasked Estep 
Score: -10673310.000000 Penalty: 3375.917480
	Iteration 52Q: 3 clusters Score -1.067331e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38669 members 
Mstep: Class 2 contains 45772 members 
Entering Unmasked Estep 
Score: -10673317.000000 Penalty: 3375.917480
	Iteration 53Q: 3 clusters Score -1.067332e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38638 members 
Mstep: Class 2 contains 45803 members 
Entering Unmasked Estep 
Score: -10673310.000000 Penalty: 3375.917480
	Iteration 54Q: 3 clusters Score -1.067331e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38610 members 
Mstep: Class 2 contains 45831 members 
Entering Unmasked Estep 
Score: -10673329.000000 Penalty: 3375.917480
	Iteration 55Q: 3 clusters Score -1.067333e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38587 members 
Mstep: Class 2 contains 45854 members 
Entering Unmasked Estep 
Score: -10673325.000000 Penalty: 3375.917480
	Iteration 56Q: 3 clusters Score -1.067332e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38575 members 
Mstep: Class 2 contains 45866 members 
Entering Unmasked Estep 
Score: -10673344.000000 Penalty: 3375.917480
	Iteration 57Q: 3 clusters Score -1.067334e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38558 members 
Mstep: Class 2 contains 45883 members 
Entering Unmasked Estep 
Score: -10673336.000000 Penalty: 3375.917480
	Iteration 58Q: 3 clusters Score -1.067334e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38533 members 
Mstep: Class 2 contains 45908 members 
Entering Unmasked Estep 
Score: -10673328.000000 Penalty: 3375.917480
	Iteration 59Q: 3 clusters Score -1.067333e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38511 members 
Mstep: Class 2 contains 45930 members 
Entering Unmasked Estep 
Score: -10673337.000000 Penalty: 3375.917480
	Iteration 60F: 3 clusters Score -1.067334e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38497 members 
Mstep: Class 2 contains 45944 members 
Entering Unmasked Estep 
Score: -10673334.000000 Penalty: 3375.917480
	Iteration 61Q: 3 clusters Score -1.067333e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38482 members 
Mstep: Class 2 contains 45959 members 
Entering Unmasked Estep 
Score: -10673345.000000 Penalty: 3375.917480
	Iteration 62Q: 3 clusters Score -1.067334e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38467 members 
Mstep: Class 2 contains 45974 members 
Entering Unmasked Estep 
Score: -10673342.000000 Penalty: 3375.917480
	Iteration 63Q: 3 clusters Score -1.067334e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38452 members 
Mstep: Class 2 contains 45989 members 
Entering Unmasked Estep 
Score: -10673335.000000 Penalty: 3375.917480
	Iteration 64Q: 3 clusters Score -1.067334e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38435 members 
Mstep: Class 2 contains 46006 members 
Entering Unmasked Estep 
Score: -10673331.000000 Penalty: 3375.917480
	Iteration 65Q: 3 clusters Score -1.067333e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38415 members 
Mstep: Class 2 contains 46026 members 
Entering Unmasked Estep 
Score: -10673341.000000 Penalty: 3375.917480
	Iteration 66Q: 3 clusters Score -1.067334e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38398 members 
Mstep: Class 2 contains 46043 members 
Entering Unmasked Estep 
Score: -10673335.000000 Penalty: 3375.917480
	Iteration 67Q: 3 clusters Score -1.067334e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38381 members 
Mstep: Class 2 contains 46060 members 
Entering Unmasked Estep 
Score: -10673334.000000 Penalty: 3375.917480
	Iteration 68Q: 3 clusters Score -1.067333e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38367 members 
Mstep: Class 2 contains 46074 members 
Entering Unmasked Estep 
Score: -10673344.000000 Penalty: 3375.917480
	Iteration 69Q: 3 clusters Score -1.067334e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38353 members 
Mstep: Class 2 contains 46088 members 
Entering Unmasked Estep 
Score: -10673342.000000 Penalty: 3375.917480
	Iteration 70Q: 3 clusters Score -1.067334e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38337 members 
Mstep: Class 2 contains 46104 members 
Entering Unmasked Estep 
Score: -10673352.000000 Penalty: 3375.917480
	Iteration 71Q: 3 clusters Score -1.067335e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38323 members 
Mstep: Class 2 contains 46118 members 
Entering Unmasked Estep 
Score: -10673350.000000 Penalty: 3375.917480
	Iteration 72Q: 3 clusters Score -1.067335e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38308 members 
Mstep: Class 2 contains 46133 members 
Entering Unmasked Estep 
Score: -10673345.000000 Penalty: 3375.917480
	Iteration 73Q: 3 clusters Score -1.067334e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38298 members 
Mstep: Class 2 contains 46143 members 
Entering Unmasked Estep 
Score: -10673337.000000 Penalty: 3375.917480
	Iteration 74Q: 3 clusters Score -1.067334e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38289 members 
Mstep: Class 2 contains 46152 members 
Entering Unmasked Estep 
Score: -10673335.000000 Penalty: 3375.917480
	Iteration 75Q: 3 clusters Score -1.067334e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38280 members 
Mstep: Class 2 contains 46161 members 
Entering Unmasked Estep 
Score: -10673329.000000 Penalty: 3375.917480
	Iteration 76Q: 3 clusters Score -1.067333e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38271 members 
Mstep: Class 2 contains 46170 members 
Entering Unmasked Estep 
Score: -10673332.000000 Penalty: 3375.917480
	Iteration 77Q: 3 clusters Score -1.067333e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38265 members 
Mstep: Class 2 contains 46176 members 
Entering Unmasked Estep 
Score: -10673329.000000 Penalty: 3375.917480
	Iteration 78Q: 3 clusters Score -1.067333e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38259 members 
Mstep: Class 2 contains 46182 members 
Entering Unmasked Estep 
Score: -10673326.000000 Penalty: 3375.917480
	Iteration 79Q: 3 clusters Score -1.067333e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38256 members 
Mstep: Class 2 contains 46185 members 
Entering Unmasked Estep 
Score: -10673335.000000 Penalty: 3375.917480
	Iteration 80F: 3 clusters Score -1.067334e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38252 members 
Mstep: Class 2 contains 46189 members 
Entering Unmasked Estep 
Score: -10673318.000000 Penalty: 3375.917480
	Iteration 81Q: 3 clusters Score -1.067332e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38246 members 
Mstep: Class 2 contains 46195 members 
Entering Unmasked Estep 
Score: -10673314.000000 Penalty: 3375.917480
	Iteration 82Q: 3 clusters Score -1.067331e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38240 members 
Mstep: Class 2 contains 46201 members 
Entering Unmasked Estep 
Score: -10673318.000000 Penalty: 3375.917480
	Iteration 83Q: 3 clusters Score -1.067332e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38237 members 
Mstep: Class 2 contains 46204 members 
Entering Unmasked Estep 
Score: -10673315.000000 Penalty: 3375.917480
	Iteration 84Q: 3 clusters Score -1.067332e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38234 members 
Mstep: Class 2 contains 46207 members 
Entering Unmasked Estep 
Score: -10673315.000000 Penalty: 3375.917480
	Iteration 85Q: 3 clusters Score -1.067332e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38232 members 
Mstep: Class 2 contains 46209 members 
Entering Unmasked Estep 
Score: -10673319.000000 Penalty: 3375.917480
	Iteration 86Q: 3 clusters Score -1.067332e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38226 members 
Mstep: Class 2 contains 46215 members 
Entering Unmasked Estep 
Score: -10673316.000000 Penalty: 3375.917480
	Iteration 87Q: 3 clusters Score -1.067332e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38221 members 
Mstep: Class 2 contains 46220 members 
Entering Unmasked Estep 
Score: -10673319.000000 Penalty: 3375.917480
	Iteration 88Q: 3 clusters Score -1.067332e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38216 members 
Mstep: Class 2 contains 46225 members 
Entering Unmasked Estep 
Score: -10673311.000000 Penalty: 3375.917480
	Iteration 89Q: 3 clusters Score -1.067331e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38207 members 
Mstep: Class 2 contains 46234 members 
Entering Unmasked Estep 
Score: -10673313.000000 Penalty: 3375.917480
	Iteration 90Q: 3 clusters Score -1.067331e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38204 members 
Mstep: Class 2 contains 46237 members 
Entering Unmasked Estep 
Score: -10673319.000000 Penalty: 3375.917480
	Iteration 91Q: 3 clusters Score -1.067332e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38197 members 
Mstep: Class 2 contains 46244 members 
Entering Unmasked Estep 
Score: -10673320.000000 Penalty: 3375.917480
	Iteration 92Q: 3 clusters Score -1.067332e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38188 members 
Mstep: Class 2 contains 46253 members 
Entering Unmasked Estep 
Score: -10673314.000000 Penalty: 3375.917480
	Iteration 93Q: 3 clusters Score -1.067331e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38179 members 
Mstep: Class 2 contains 46262 members 
Entering Unmasked Estep 
Score: -10673322.000000 Penalty: 3375.917480
	Iteration 94Q: 3 clusters Score -1.067332e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38171 members 
Mstep: Class 2 contains 46270 members 
Entering Unmasked Estep 
Score: -10673323.000000 Penalty: 3375.917480
	Iteration 95Q: 3 clusters Score -1.067332e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38161 members 
Mstep: Class 2 contains 46280 members 
Entering Unmasked Estep 
Score: -10673328.000000 Penalty: 3375.917480
	Iteration 96Q: 3 clusters Score -1.067333e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38154 members 
Mstep: Class 2 contains 46287 members 
Entering Unmasked Estep 
Score: -10673333.000000 Penalty: 3375.917480
	Iteration 97Q: 3 clusters Score -1.067333e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38151 members 
Mstep: Class 2 contains 46290 members 
Entering Unmasked Estep 
Score: -10673328.000000 Penalty: 3375.917480
	Iteration 98Q: 3 clusters Score -1.067333e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38148 members 
Mstep: Class 2 contains 46293 members 
Entering Unmasked Estep 
Score: -10673325.000000 Penalty: 3375.917480
	Iteration 99Q: 3 clusters Score -1.067332e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38147 members 
Mstep: Class 2 contains 46294 members 
Entering Unmasked Estep 
Score: -10673328.000000 Penalty: 3375.917480
	Iteration 100F: 3 clusters Score -1.067333e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 71812 members 
Mstep: Class 2 contains 41196 members 
Mstep: Class 3 contains 9195 members 
Mstep: Class 4 contains 2595 members 
Mstep: Class 5 contains 67660 members 
Mstep: Class 6 contains 43412 members 
Mstep: Class 7 contains 6974 members 
Mstep: Class 8 contains 5604 members 
Mstep: Class 9 contains 8376 members 
Mstep: Class 10 contains 9845 members 
Mstep: Class 11 contains 9289 members 
Mstep: Class 12 contains 2865 members 
Mstep: Class 13 contains 10854 members 
Mstep: Class 14 contains 1653 members 
Mstep: Class 15 contains 11883 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24901 members 
Mstep: Class 18 contains 24249 members 
Mstep: Class 19 contains 6089 members 
Mstep: Class 20 contains 35626 members 
Mstep: Class 21 contains 8982 members 
Mstep: Class 22 contains 5914 members 
Mstep: Class 23 contains 22162 members 
Mstep: Class 24 contains 5886 members 
Mstep: Class 25 contains 16278 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 59802 members 
Mstep: Class 28 contains 4795 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35024 members 
Mstep: Class 31 contains 21747 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 38147 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 437 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 4657 members 
Mstep: Class 40 contains 46294 members 
Entering Unmasked Estep 
Score: -80997808.000000 Penalty: 79818.773438
Splitting cluster 33 changes total score from -80993536.000000 to -80997808.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 34 (295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Entering Unmasked Estep 
Score: -24259.691406 Penalty: 846.221985
	Iteration 0F: 2 clusters Score -24259.69 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 141 members 
Entering Unmasked Estep 
Score: -23678.751953 Penalty: 1692.443970
	Iteration 0F: 3 clusters Score -23678.75 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -23860.570312 Penalty: 1692.443970
	Iteration 1F: 3 clusters Score -23860.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -23880.548828 Penalty: 1692.443970
	Iteration 2Q: 3 clusters Score -23880.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -23890.318359 Penalty: 1692.443970
	Iteration 3Q: 3 clusters Score -23890.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -23890.318359 Penalty: 1692.443970
	Iteration 4F: 3 clusters Score -23890.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Entering Unmasked Estep 
Score: -48448.457031 Penalty: 904.694092
	Iteration 0F: 2 clusters Score -48448.46 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 218 members 
Entering Unmasked Estep 
Score: -47583.792969 Penalty: 1809.388184
	Iteration 0F: 3 clusters Score -47583.79 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -47756.839844 Penalty: 1809.388184
	Iteration 1F: 3 clusters Score -47756.84 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -47870.480469 Penalty: 1809.388184
	Iteration 2Q: 3 clusters Score -47870.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -48043.296875 Penalty: 1809.388184
	Iteration 3Q: 3 clusters Score -48043.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -48125.042969 Penalty: 1809.388184
	Iteration 4Q: 3 clusters Score -48125.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -48173.113281 Penalty: 1809.388184
	Iteration 5Q: 3 clusters Score -48173.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -48206.339844 Penalty: 1809.388184
	Iteration 6Q: 3 clusters Score -48206.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -48240.449219 Penalty: 1809.388184
	Iteration 7Q: 3 clusters Score -48240.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -48271.746094 Penalty: 1809.388184
	Iteration 8Q: 3 clusters Score -48271.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -48300.136719 Penalty: 1809.388184
	Iteration 9Q: 3 clusters Score -48300.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -48330.132812 Penalty: 1809.388184
	Iteration 10Q: 3 clusters Score -48330.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -48354.734375 Penalty: 1809.388184
	Iteration 11Q: 3 clusters Score -48354.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -48367.753906 Penalty: 1809.388184
	Iteration 12Q: 3 clusters Score -48367.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -48389.828125 Penalty: 1809.388184
	Iteration 13Q: 3 clusters Score -48389.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -48403.765625 Penalty: 1809.388184
	Iteration 14Q: 3 clusters Score -48403.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -48409.171875 Penalty: 1809.388184
	Iteration 15Q: 3 clusters Score -48409.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -48412.589844 Penalty: 1809.388184
	Iteration 16Q: 3 clusters Score -48412.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -48418.777344 Penalty: 1809.388184
	Iteration 17Q: 3 clusters Score -48418.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -48433.933594 Penalty: 1809.388184
	Iteration 18Q: 3 clusters Score -48433.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -48438.128906 Penalty: 1809.388184
	Iteration 19Q: 3 clusters Score -48438.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -48441.796875 Penalty: 1809.388184
	Iteration 20F: 3 clusters Score -48441.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -48448.542969 Penalty: 1809.388184
	Iteration 21Q: 3 clusters Score -48448.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -48454.113281 Penalty: 1809.388184
	Iteration 22Q: 3 clusters Score -48454.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -48462.296875 Penalty: 1809.388184
	Iteration 23Q: 3 clusters Score -48462.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -48466.734375 Penalty: 1809.388184
	Iteration 24Q: 3 clusters Score -48466.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -48467.984375 Penalty: 1809.388184
	Iteration 25Q: 3 clusters Score -48467.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -48467.984375 Penalty: 1809.388184
	Iteration 26F: 3 clusters Score -48467.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 71812 members 
Mstep: Class 2 contains 41196 members 
Mstep: Class 3 contains 9195 members 
Mstep: Class 4 contains 2595 members 
Mstep: Class 5 contains 67660 members 
Mstep: Class 6 contains 43412 members 
Mstep: Class 7 contains 6974 members 
Mstep: Class 8 contains 5604 members 
Mstep: Class 9 contains 8376 members 
Mstep: Class 10 contains 9845 members 
Mstep: Class 11 contains 9289 members 
Mstep: Class 12 contains 2865 members 
Mstep: Class 13 contains 10854 members 
Mstep: Class 14 contains 1653 members 
Mstep: Class 15 contains 11883 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24901 members 
Mstep: Class 18 contains 24249 members 
Mstep: Class 19 contains 6089 members 
Mstep: Class 20 contains 35626 members 
Mstep: Class 21 contains 8982 members 
Mstep: Class 22 contains 5914 members 
Mstep: Class 23 contains 22162 members 
Mstep: Class 24 contains 5886 members 
Mstep: Class 25 contains 16278 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 59802 members 
Mstep: Class 28 contains 4795 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35024 members 
Mstep: Class 31 contains 21747 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 38147 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 286 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 4657 members 
Mstep: Class 40 contains 46294 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
Score: -80996808.000000 Penalty: 81814.242188
Splitting cluster 35 changes total score from -80993536.000000 to -80996808.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 36 (222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Entering Unmasked Estep 
Score: -14633.545898 Penalty: 803.918457
	Iteration 0F: 2 clusters Score -14633.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -14143.660156 Penalty: 1607.836914
	Iteration 0F: 3 clusters Score -14143.66 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -14391.701172 Penalty: 1607.836914
	Iteration 1F: 3 clusters Score -14391.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -14429.192383 Penalty: 1607.836914
	Iteration 2Q: 3 clusters Score -14429.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -14430.593750 Penalty: 1607.836914
	Iteration 3Q: 3 clusters Score -14430.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -14430.593750 Penalty: 1607.836914
	Iteration 4F: 3 clusters Score -14430.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Entering Unmasked Estep 
Score: -39030.957031 Penalty: 902.636902
	Iteration 0F: 2 clusters Score -39030.96 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 225 members 
Entering Unmasked Estep 
Score: -38176.179688 Penalty: 1805.273804
	Iteration 0F: 3 clusters Score -38176.18 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -38399.316406 Penalty: 1805.273804
	Iteration 1F: 3 clusters Score -38399.32 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -38458.550781 Penalty: 1805.273804
	Iteration 2Q: 3 clusters Score -38458.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -38491.582031 Penalty: 1805.273804
	Iteration 3Q: 3 clusters Score -38491.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -38509.031250 Penalty: 1805.273804
	Iteration 4Q: 3 clusters Score -38509.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -38518.558594 Penalty: 1805.273804
	Iteration 5Q: 3 clusters Score -38518.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -38522.296875 Penalty: 1805.273804
	Iteration 6Q: 3 clusters Score -38522.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -38524.671875 Penalty: 1805.273804
	Iteration 7Q: 3 clusters Score -38524.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -38524.671875 Penalty: 1805.273804
	Iteration 8F: 3 clusters Score -38524.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -15305.544922 Penalty: 764.206848
	Iteration 0F: 2 clusters Score -15305.54 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 81 members 
Entering Unmasked Estep 
Score: -14750.588867 Penalty: 1528.413696
	Iteration 0F: 3 clusters Score -14750.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -14835.991211 Penalty: 1528.413696
	Iteration 1F: 3 clusters Score -14835.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -14866.929688 Penalty: 1528.413696
	Iteration 2Q: 3 clusters Score -14866.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -14875.602539 Penalty: 1528.413696
	Iteration 3Q: 3 clusters Score -14875.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -14875.602539 Penalty: 1528.413696
	Iteration 4F: 3 clusters Score -14875.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (4657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Entering Unmasked Estep 
Score: -622109.687500 Penalty: 1256.783691
	Iteration 0F: 2 clusters Score -622109.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -618625.187500 Penalty: 2513.567383
	Iteration 0F: 3 clusters Score -618625.2 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -619641.937500 Penalty: 2513.567383
	Iteration 1F: 3 clusters Score -619641.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -619845.062500 Penalty: 2513.567383
	Iteration 2F: 3 clusters Score -619845.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -619940.750000 Penalty: 2513.567383
	Iteration 3Q: 3 clusters Score -619940.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -620000.250000 Penalty: 2513.567383
	Iteration 4Q: 3 clusters Score -620000.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -620041.687500 Penalty: 2513.567383
	Iteration 5Q: 3 clusters Score -620041.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -620077.562500 Penalty: 2513.567383
	Iteration 6Q: 3 clusters Score -620077.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -620107.625000 Penalty: 2513.567383
	Iteration 7Q: 3 clusters Score -620107.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -620143.375000 Penalty: 2513.567383
	Iteration 8Q: 3 clusters Score -620143.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -620176.187500 Penalty: 2513.567383
	Iteration 9Q: 3 clusters Score -620176.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -620202.875000 Penalty: 2513.567383
	Iteration 10Q: 3 clusters Score -620202.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -620224.125000 Penalty: 2513.567383
	Iteration 11Q: 3 clusters Score -620224.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -620245.875000 Penalty: 2513.567383
	Iteration 12Q: 3 clusters Score -620245.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -620266.875000 Penalty: 2513.567383
	Iteration 13Q: 3 clusters Score -620266.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -620282.437500 Penalty: 2513.567383
	Iteration 14Q: 3 clusters Score -620282.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -620295.125000 Penalty: 2513.567383
	Iteration 15Q: 3 clusters Score -620295.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -620305.125000 Penalty: 2513.567383
	Iteration 16Q: 3 clusters Score -620305.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -620315.187500 Penalty: 2513.567383
	Iteration 17Q: 3 clusters Score -620315.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -620322.312500 Penalty: 2513.567383
	Iteration 18Q: 3 clusters Score -620322.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -620328.812500 Penalty: 2513.567383
	Iteration 19Q: 3 clusters Score -620328.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -620332.062500 Penalty: 2513.567383
	Iteration 20F: 3 clusters Score -620332.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -620334.500000 Penalty: 2513.567383
	Iteration 21Q: 3 clusters Score -620334.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -620337.125000 Penalty: 2513.567383
	Iteration 22Q: 3 clusters Score -620337.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -620342.187500 Penalty: 2513.567383
	Iteration 23Q: 3 clusters Score -620342.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -620347.125000 Penalty: 2513.567383
	Iteration 24Q: 3 clusters Score -620347.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -620350.937500 Penalty: 2513.567383
	Iteration 25Q: 3 clusters Score -620350.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -620354.750000 Penalty: 2513.567383
	Iteration 26Q: 3 clusters Score -620354.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -620359.062500 Penalty: 2513.567383
	Iteration 27Q: 3 clusters Score -620359.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -620361.812500 Penalty: 2513.567383
	Iteration 28Q: 3 clusters Score -620361.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -620365.437500 Penalty: 2513.567383
	Iteration 29Q: 3 clusters Score -620365.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -620365.812500 Penalty: 2513.567383
	Iteration 30Q: 3 clusters Score -620365.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -620368.500000 Penalty: 2513.567383
	Iteration 31Q: 3 clusters Score -620368.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -620371.375000 Penalty: 2513.567383
	Iteration 32Q: 3 clusters Score -620371.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -620374.125000 Penalty: 2513.567383
	Iteration 33Q: 3 clusters Score -620374.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -620376.750000 Penalty: 2513.567383
	Iteration 34Q: 3 clusters Score -620376.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -620377.062500 Penalty: 2513.567383
	Iteration 35Q: 3 clusters Score -620377.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -620377.187500 Penalty: 2513.567383
	Iteration 36Q: 3 clusters Score -620377.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -620378.375000 Penalty: 2513.567383
	Iteration 37Q: 3 clusters Score -620378.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -620377.625000 Penalty: 2513.567383
	Iteration 38Q: 3 clusters Score -620377.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -620378.125000 Penalty: 2513.567383
	Iteration 39Q: 3 clusters Score -620378.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -620378.187500 Penalty: 2513.567383
	Iteration 40F: 3 clusters Score -620378.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -620381.062500 Penalty: 2513.567383
	Iteration 41Q: 3 clusters Score -620381.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -620380.875000 Penalty: 2513.567383
	Iteration 42Q: 3 clusters Score -620380.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -620381.500000 Penalty: 2513.567383
	Iteration 43Q: 3 clusters Score -620381.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -620384.375000 Penalty: 2513.567383
	Iteration 44Q: 3 clusters Score -620384.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -620384.750000 Penalty: 2513.567383
	Iteration 45Q: 3 clusters Score -620384.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -620387.312500 Penalty: 2513.567383
	Iteration 46Q: 3 clusters Score -620387.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -620388.687500 Penalty: 2513.567383
	Iteration 47Q: 3 clusters Score -620388.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -620391.375000 Penalty: 2513.567383
	Iteration 48Q: 3 clusters Score -620391.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -620389.875000 Penalty: 2513.567383
	Iteration 49Q: 3 clusters Score -620389.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -620390.937500 Penalty: 2513.567383
	Iteration 50Q: 3 clusters Score -620390.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -620391.250000 Penalty: 2513.567383
	Iteration 51Q: 3 clusters Score -620391.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -620391.250000 Penalty: 2513.567383
	Iteration 52F: 3 clusters Score -620391.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 71812 members 
Mstep: Class 2 contains 41196 members 
Mstep: Class 3 contains 9195 members 
Mstep: Class 4 contains 2595 members 
Mstep: Class 5 contains 67660 members 
Mstep: Class 6 contains 43412 members 
Mstep: Class 7 contains 6974 members 
Mstep: Class 8 contains 5604 members 
Mstep: Class 9 contains 8376 members 
Mstep: Class 10 contains 9845 members 
Mstep: Class 11 contains 9289 members 
Mstep: Class 12 contains 2865 members 
Mstep: Class 13 contains 10854 members 
Mstep: Class 14 contains 1653 members 
Mstep: Class 15 contains 11883 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24901 members 
Mstep: Class 18 contains 24249 members 
Mstep: Class 19 contains 6089 members 
Mstep: Class 20 contains 35626 members 
Mstep: Class 21 contains 8982 members 
Mstep: Class 22 contains 5914 members 
Mstep: Class 23 contains 22162 members 
Mstep: Class 24 contains 5886 members 
Mstep: Class 25 contains 16278 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 59802 members 
Mstep: Class 28 contains 4795 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35024 members 
Mstep: Class 31 contains 21747 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 38147 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 286 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 4657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80998312.000000 Penalty: 81814.242188
Iteration 319Q: 42 clusters Score -8.099831e+07 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 71810 members 
Mstep: Class 2 contains 41141 members 
Mstep: Class 3 contains 9418 members 
Mstep: Class 4 contains 2595 members 
Mstep: Class 5 contains 67660 members 
Mstep: Class 6 contains 43221 members 
Mstep: Class 7 contains 6974 members 
Mstep: Class 8 contains 5604 members 
Mstep: Class 9 contains 8376 members 
Mstep: Class 10 contains 9845 members 
Mstep: Class 11 contains 9289 members 
Mstep: Class 12 contains 2865 members 
Mstep: Class 13 contains 10854 members 
Mstep: Class 14 contains 1654 members 
Mstep: Class 15 contains 11885 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24903 members 
Mstep: Class 18 contains 24249 members 
Mstep: Class 19 contains 6017 members 
Mstep: Class 20 contains 35626 members 
Mstep: Class 21 contains 8982 members 
Mstep: Class 22 contains 5914 members 
Mstep: Class 23 contains 22162 members 
Mstep: Class 24 contains 5886 members 
Mstep: Class 25 contains 16258 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 59803 members 
Mstep: Class 28 contains 4795 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35024 members 
Mstep: Class 31 contains 21747 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 39548 members 
Mstep: Class 34 contains 295 members 
Mstep: Class 35 contains 289 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 4159 members 
Mstep: Class 40 contains 45499 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80999280.000000 Penalty: 81814.242188
Iteration 320F: 42 clusters Score -8.099928e+07 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 71826 members 
Mstep: Class 2 contains 41108 members 
Mstep: Class 3 contains 9381 members 
Mstep: Class 4 contains 2594 members 
Mstep: Class 5 contains 67661 members 
Mstep: Class 6 contains 42638 members 
Mstep: Class 7 contains 6974 members 
Mstep: Class 8 contains 5595 members 
Mstep: Class 9 contains 8375 members 
Mstep: Class 10 contains 9839 members 
Mstep: Class 11 contains 9289 members 
Mstep: Class 12 contains 2865 members 
Mstep: Class 13 contains 10856 members 
Mstep: Class 14 contains 1655 members 
Mstep: Class 15 contains 11887 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24906 members 
Mstep: Class 18 contains 24249 members 
Mstep: Class 19 contains 5913 members 
Mstep: Class 20 contains 35626 members 
Mstep: Class 21 contains 8983 members 
Mstep: Class 22 contains 5906 members 
Mstep: Class 23 contains 22162 members 
Mstep: Class 24 contains 5882 members 
Mstep: Class 25 contains 16250 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 59656 members 
Mstep: Class 28 contains 4796 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35031 members 
Mstep: Class 31 contains 21747 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 40238 members 
Mstep: Class 34 contains 293 members 
Mstep: Class 35 contains 289 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 3853 members 
Mstep: Class 40 contains 46022 members 
Mstep: Class 41 contains 154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80999944.000000 Penalty: 81814.242188
Iteration 321Q: 42 clusters Score -8.099994e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 71823 members 
Mstep: Class 2 contains 41088 members 
Mstep: Class 3 contains 9397 members 
Mstep: Class 4 contains 2593 members 
Mstep: Class 5 contains 67660 members 
Mstep: Class 6 contains 42158 members 
Mstep: Class 7 contains 6974 members 
Mstep: Class 8 contains 5594 members 
Mstep: Class 9 contains 8376 members 
Mstep: Class 10 contains 9828 members 
Mstep: Class 11 contains 9289 members 
Mstep: Class 12 contains 2865 members 
Mstep: Class 13 contains 10857 members 
Mstep: Class 14 contains 1655 members 
Mstep: Class 15 contains 11895 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24917 members 
Mstep: Class 18 contains 24248 members 
Mstep: Class 19 contains 5860 members 
Mstep: Class 20 contains 35628 members 
Mstep: Class 21 contains 8984 members 
Mstep: Class 22 contains 5896 members 
Mstep: Class 23 contains 22162 members 
Mstep: Class 24 contains 5873 members 
Mstep: Class 25 contains 16255 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 59456 members 
Mstep: Class 28 contains 4796 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35034 members 
Mstep: Class 31 contains 21747 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 40740 members 
Mstep: Class 34 contains 292 members 
Mstep: Class 35 contains 292 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 3704 members 
Mstep: Class 40 contains 46411 members 
Mstep: Class 41 contains 152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81000248.000000 Penalty: 81814.242188
Iteration 322Q: 42 clusters Score -8.100025e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 71807 members 
Mstep: Class 2 contains 41081 members 
Mstep: Class 3 contains 9447 members 
Mstep: Class 4 contains 2592 members 
Mstep: Class 5 contains 67661 members 
Mstep: Class 6 contains 41761 members 
Mstep: Class 7 contains 6974 members 
Mstep: Class 8 contains 5599 members 
Mstep: Class 9 contains 8372 members 
Mstep: Class 10 contains 9816 members 
Mstep: Class 11 contains 9289 members 
Mstep: Class 12 contains 2865 members 
Mstep: Class 13 contains 10857 members 
Mstep: Class 14 contains 1661 members 
Mstep: Class 15 contains 11899 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24918 members 
Mstep: Class 18 contains 24248 members 
Mstep: Class 19 contains 5831 members 
Mstep: Class 20 contains 35628 members 
Mstep: Class 21 contains 8983 members 
Mstep: Class 22 contains 5877 members 
Mstep: Class 23 contains 22162 members 
Mstep: Class 24 contains 5863 members 
Mstep: Class 25 contains 16265 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 59262 members 
Mstep: Class 28 contains 4798 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35038 members 
Mstep: Class 31 contains 21747 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 41155 members 
Mstep: Class 34 contains 292 members 
Mstep: Class 35 contains 293 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 3604 members 
Mstep: Class 40 contains 46703 members 
Mstep: Class 41 contains 151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81000616.000000 Penalty: 81814.242188
Iteration 323Q: 42 clusters Score -8.100062e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 71767 members 
Mstep: Class 2 contains 41082 members 
Mstep: Class 3 contains 9512 members 
Mstep: Class 4 contains 2592 members 
Mstep: Class 5 contains 67661 members 
Mstep: Class 6 contains 41393 members 
Mstep: Class 7 contains 6974 members 
Mstep: Class 8 contains 5605 members 
Mstep: Class 9 contains 8371 members 
Mstep: Class 10 contains 9806 members 
Mstep: Class 11 contains 9289 members 
Mstep: Class 12 contains 2865 members 
Mstep: Class 13 contains 10858 members 
Mstep: Class 14 contains 1662 members 
Mstep: Class 15 contains 11905 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24913 members 
Mstep: Class 18 contains 24248 members 
Mstep: Class 19 contains 5803 members 
Mstep: Class 20 contains 35627 members 
Mstep: Class 21 contains 8982 members 
Mstep: Class 22 contains 5855 members 
Mstep: Class 23 contains 22161 members 
Mstep: Class 24 contains 5857 members 
Mstep: Class 25 contains 16283 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 59068 members 
Mstep: Class 28 contains 4799 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35038 members 
Mstep: Class 31 contains 21747 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 41477 members 
Mstep: Class 34 contains 292 members 
Mstep: Class 35 contains 299 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 3543 members 
Mstep: Class 40 contains 47020 members 
Mstep: Class 41 contains 145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81001048.000000 Penalty: 81814.242188
Iteration 324Q: 42 clusters Score -8.100105e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 71687 members 
Mstep: Class 2 contains 41087 members 
Mstep: Class 3 contains 9570 members 
Mstep: Class 4 contains 2590 members 
Mstep: Class 5 contains 67666 members 
Mstep: Class 6 contains 41067 members 
Mstep: Class 7 contains 6974 members 
Mstep: Class 8 contains 5606 members 
Mstep: Class 9 contains 8370 members 
Mstep: Class 10 contains 9791 members 
Mstep: Class 11 contains 9290 members 
Mstep: Class 12 contains 2865 members 
Mstep: Class 13 contains 10860 members 
Mstep: Class 14 contains 1663 members 
Mstep: Class 15 contains 11915 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24911 members 
Mstep: Class 18 contains 24250 members 
Mstep: Class 19 contains 5788 members 
Mstep: Class 20 contains 35624 members 
Mstep: Class 21 contains 8983 members 
Mstep: Class 22 contains 5830 members 
Mstep: Class 23 contains 22159 members 
Mstep: Class 24 contains 5845 members 
Mstep: Class 25 contains 16294 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 58859 members 
Mstep: Class 28 contains 4799 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35035 members 
Mstep: Class 31 contains 21747 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 41788 members 
Mstep: Class 34 contains 292 members 
Mstep: Class 35 contains 305 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 3522 members 
Mstep: Class 40 contains 47327 members 
Mstep: Class 41 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81001368.000000 Penalty: 81814.242188
Iteration 325Q: 42 clusters Score -8.100137e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 71613 members 
Mstep: Class 2 contains 41096 members 
Mstep: Class 3 contains 9626 members 
Mstep: Class 4 contains 2589 members 
Mstep: Class 5 contains 67664 members 
Mstep: Class 6 contains 40784 members 
Mstep: Class 7 contains 6974 members 
Mstep: Class 8 contains 5606 members 
Mstep: Class 9 contains 8371 members 
Mstep: Class 10 contains 9777 members 
Mstep: Class 11 contains 9289 members 
Mstep: Class 12 contains 2865 members 
Mstep: Class 13 contains 10859 members 
Mstep: Class 14 contains 1665 members 
Mstep: Class 15 contains 11924 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24913 members 
Mstep: Class 18 contains 24251 members 
Mstep: Class 19 contains 5769 members 
Mstep: Class 20 contains 35624 members 
Mstep: Class 21 contains 8983 members 
Mstep: Class 22 contains 5817 members 
Mstep: Class 23 contains 22158 members 
Mstep: Class 24 contains 5838 members 
Mstep: Class 25 contains 16306 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 58580 members 
Mstep: Class 28 contains 4799 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35041 members 
Mstep: Class 31 contains 21747 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 42088 members 
Mstep: Class 34 contains 292 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 3535 members 
Mstep: Class 40 contains 47610 members 
Mstep: Class 41 contains 138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81001456.000000 Penalty: 81814.242188
Iteration 326Q: 42 clusters Score -8.100146e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 71512 members 
Mstep: Class 2 contains 41090 members 
Mstep: Class 3 contains 9680 members 
Mstep: Class 4 contains 2589 members 
Mstep: Class 5 contains 67661 members 
Mstep: Class 6 contains 40532 members 
Mstep: Class 7 contains 6974 members 
Mstep: Class 8 contains 5613 members 
Mstep: Class 9 contains 8373 members 
Mstep: Class 10 contains 9762 members 
Mstep: Class 11 contains 9289 members 
Mstep: Class 12 contains 2866 members 
Mstep: Class 13 contains 10859 members 
Mstep: Class 14 contains 1669 members 
Mstep: Class 15 contains 11937 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24915 members 
Mstep: Class 18 contains 24251 members 
Mstep: Class 19 contains 5741 members 
Mstep: Class 20 contains 35624 members 
Mstep: Class 21 contains 8982 members 
Mstep: Class 22 contains 5799 members 
Mstep: Class 23 contains 22157 members 
Mstep: Class 24 contains 5827 members 
Mstep: Class 25 contains 16320 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 58270 members 
Mstep: Class 28 contains 4799 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35051 members 
Mstep: Class 31 contains 21746 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 42356 members 
Mstep: Class 34 contains 292 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 3606 members 
Mstep: Class 40 contains 47910 members 
Mstep: Class 41 contains 139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81001808.000000 Penalty: 81814.242188
Iteration 327Q: 42 clusters Score -8.100181e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 71384 members 
Mstep: Class 2 contains 41088 members 
Mstep: Class 3 contains 9729 members 
Mstep: Class 4 contains 2587 members 
Mstep: Class 5 contains 67665 members 
Mstep: Class 6 contains 40280 members 
Mstep: Class 7 contains 6974 members 
Mstep: Class 8 contains 5615 members 
Mstep: Class 9 contains 8371 members 
Mstep: Class 10 contains 9754 members 
Mstep: Class 11 contains 9289 members 
Mstep: Class 12 contains 2867 members 
Mstep: Class 13 contains 10862 members 
Mstep: Class 14 contains 1676 members 
Mstep: Class 15 contains 11956 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24914 members 
Mstep: Class 18 contains 24248 members 
Mstep: Class 19 contains 5732 members 
Mstep: Class 20 contains 35625 members 
Mstep: Class 21 contains 8982 members 
Mstep: Class 22 contains 5786 members 
Mstep: Class 23 contains 22157 members 
Mstep: Class 24 contains 5816 members 
Mstep: Class 25 contains 16328 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 57938 members 
Mstep: Class 28 contains 4798 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35053 members 
Mstep: Class 31 contains 21746 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 42596 members 
Mstep: Class 34 contains 292 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 3746 members 
Mstep: Class 40 contains 48198 members 
Mstep: Class 41 contains 139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81001968.000000 Penalty: 81814.242188
Iteration 328Q: 42 clusters Score -8.100197e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 71271 members 
Mstep: Class 2 contains 41077 members 
Mstep: Class 3 contains 9776 members 
Mstep: Class 4 contains 2587 members 
Mstep: Class 5 contains 67662 members 
Mstep: Class 6 contains 40070 members 
Mstep: Class 7 contains 6974 members 
Mstep: Class 8 contains 5613 members 
Mstep: Class 9 contains 8370 members 
Mstep: Class 10 contains 9744 members 
Mstep: Class 11 contains 9289 members 
Mstep: Class 12 contains 2867 members 
Mstep: Class 13 contains 10863 members 
Mstep: Class 14 contains 1677 members 
Mstep: Class 15 contains 11971 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24913 members 
Mstep: Class 18 contains 24246 members 
Mstep: Class 19 contains 5719 members 
Mstep: Class 20 contains 35623 members 
Mstep: Class 21 contains 8982 members 
Mstep: Class 22 contains 5777 members 
Mstep: Class 23 contains 22156 members 
Mstep: Class 24 contains 5807 members 
Mstep: Class 25 contains 16336 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 57587 members 
Mstep: Class 28 contains 4798 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35053 members 
Mstep: Class 31 contains 21746 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 42804 members 
Mstep: Class 34 contains 292 members 
Mstep: Class 35 contains 310 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 3906 members 
Mstep: Class 40 contains 48495 members 
Mstep: Class 41 contains 138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81002488.000000 Penalty: 81814.242188
Iteration 329Q: 42 clusters Score -8.100249e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 71161 members 
Mstep: Class 2 contains 41054 members 
Mstep: Class 3 contains 9825 members 
Mstep: Class 4 contains 2586 members 
Mstep: Class 5 contains 67658 members 
Mstep: Class 6 contains 39876 members 
Mstep: Class 7 contains 6974 members 
Mstep: Class 8 contains 5613 members 
Mstep: Class 9 contains 8372 members 
Mstep: Class 10 contains 9728 members 
Mstep: Class 11 contains 9289 members 
Mstep: Class 12 contains 2866 members 
Mstep: Class 13 contains 10864 members 
Mstep: Class 14 contains 1684 members 
Mstep: Class 15 contains 11986 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24906 members 
Mstep: Class 18 contains 24245 members 
Mstep: Class 19 contains 5700 members 
Mstep: Class 20 contains 35623 members 
Mstep: Class 21 contains 8981 members 
Mstep: Class 22 contains 5764 members 
Mstep: Class 23 contains 22156 members 
Mstep: Class 24 contains 5802 members 
Mstep: Class 25 contains 16331 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 57274 members 
Mstep: Class 28 contains 4797 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35052 members 
Mstep: Class 31 contains 21748 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 42970 members 
Mstep: Class 34 contains 292 members 
Mstep: Class 35 contains 309 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 4060 members 
Mstep: Class 40 contains 48814 members 
Mstep: Class 41 contains 139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81002616.000000 Penalty: 81814.242188
Iteration 330Q: 42 clusters Score -8.100262e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 71051 members 
Mstep: Class 2 contains 41039 members 
Mstep: Class 3 contains 9872 members 
Mstep: Class 4 contains 2586 members 
Mstep: Class 5 contains 67660 members 
Mstep: Class 6 contains 39701 members 
Mstep: Class 7 contains 6974 members 
Mstep: Class 8 contains 5614 members 
Mstep: Class 9 contains 8375 members 
Mstep: Class 10 contains 9716 members 
Mstep: Class 11 contains 9289 members 
Mstep: Class 12 contains 2867 members 
Mstep: Class 13 contains 10865 members 
Mstep: Class 14 contains 1688 members 
Mstep: Class 15 contains 11998 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24903 members 
Mstep: Class 18 contains 24244 members 
Mstep: Class 19 contains 5672 members 
Mstep: Class 20 contains 35624 members 
Mstep: Class 21 contains 8978 members 
Mstep: Class 22 contains 5746 members 
Mstep: Class 23 contains 22155 members 
Mstep: Class 24 contains 5797 members 
Mstep: Class 25 contains 16334 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 56977 members 
Mstep: Class 28 contains 4798 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35051 members 
Mstep: Class 31 contains 21749 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43136 members 
Mstep: Class 34 contains 292 members 
Mstep: Class 35 contains 309 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 4167 members 
Mstep: Class 40 contains 49133 members 
Mstep: Class 41 contains 139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81002456.000000 Penalty: 81814.242188
Iteration 331Q: 42 clusters Score -8.100246e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 70933 members 
Mstep: Class 2 contains 41039 members 
Mstep: Class 3 contains 9920 members 
Mstep: Class 4 contains 2587 members 
Mstep: Class 5 contains 67662 members 
Mstep: Class 6 contains 39527 members 
Mstep: Class 7 contains 6974 members 
Mstep: Class 8 contains 5612 members 
Mstep: Class 9 contains 8381 members 
Mstep: Class 10 contains 9700 members 
Mstep: Class 11 contains 9289 members 
Mstep: Class 12 contains 2868 members 
Mstep: Class 13 contains 10867 members 
Mstep: Class 14 contains 1689 members 
Mstep: Class 15 contains 12004 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24902 members 
Mstep: Class 18 contains 24243 members 
Mstep: Class 19 contains 5636 members 
Mstep: Class 20 contains 35620 members 
Mstep: Class 21 contains 8975 members 
Mstep: Class 22 contains 5732 members 
Mstep: Class 23 contains 22155 members 
Mstep: Class 24 contains 5786 members 
Mstep: Class 25 contains 16342 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 56720 members 
Mstep: Class 28 contains 4799 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35055 members 
Mstep: Class 31 contains 21746 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43301 members 
Mstep: Class 34 contains 292 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 4233 members 
Mstep: Class 40 contains 49462 members 
Mstep: Class 41 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81002632.000000 Penalty: 81814.242188
Iteration 332Q: 42 clusters Score -8.100263e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 70800 members 
Mstep: Class 2 contains 41025 members 
Mstep: Class 3 contains 9966 members 
Mstep: Class 4 contains 2586 members 
Mstep: Class 5 contains 67661 members 
Mstep: Class 6 contains 39342 members 
Mstep: Class 7 contains 6974 members 
Mstep: Class 8 contains 5615 members 
Mstep: Class 9 contains 8383 members 
Mstep: Class 10 contains 9688 members 
Mstep: Class 11 contains 9289 members 
Mstep: Class 12 contains 2870 members 
Mstep: Class 13 contains 10868 members 
Mstep: Class 14 contains 1693 members 
Mstep: Class 15 contains 12016 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24904 members 
Mstep: Class 18 contains 24242 members 
Mstep: Class 19 contains 5606 members 
Mstep: Class 20 contains 35615 members 
Mstep: Class 21 contains 8976 members 
Mstep: Class 22 contains 5710 members 
Mstep: Class 23 contains 22155 members 
Mstep: Class 24 contains 5778 members 
Mstep: Class 25 contains 16349 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 56514 members 
Mstep: Class 28 contains 4799 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35063 members 
Mstep: Class 31 contains 21745 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43423 members 
Mstep: Class 34 contains 292 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 4289 members 
Mstep: Class 40 contains 49815 members 
Mstep: Class 41 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81002800.000000 Penalty: 81814.242188
Iteration 333Q: 42 clusters Score -8.10028e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 70665 members 
Mstep: Class 2 contains 41011 members 
Mstep: Class 3 contains 10011 members 
Mstep: Class 4 contains 2584 members 
Mstep: Class 5 contains 67661 members 
Mstep: Class 6 contains 39187 members 
Mstep: Class 7 contains 6974 members 
Mstep: Class 8 contains 5617 members 
Mstep: Class 9 contains 8386 members 
Mstep: Class 10 contains 9677 members 
Mstep: Class 11 contains 9289 members 
Mstep: Class 12 contains 2872 members 
Mstep: Class 13 contains 10866 members 
Mstep: Class 14 contains 1694 members 
Mstep: Class 15 contains 12032 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24906 members 
Mstep: Class 18 contains 24243 members 
Mstep: Class 19 contains 5582 members 
Mstep: Class 20 contains 35613 members 
Mstep: Class 21 contains 8976 members 
Mstep: Class 22 contains 5687 members 
Mstep: Class 23 contains 22156 members 
Mstep: Class 24 contains 5771 members 
Mstep: Class 25 contains 16369 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 56280 members 
Mstep: Class 28 contains 4800 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35067 members 
Mstep: Class 31 contains 21745 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43485 members 
Mstep: Class 34 contains 292 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 4351 members 
Mstep: Class 40 contains 50202 members 
Mstep: Class 41 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81003056.000000 Penalty: 81814.242188
Iteration 334Q: 42 clusters Score -8.100306e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 70518 members 
Mstep: Class 2 contains 40997 members 
Mstep: Class 3 contains 10056 members 
Mstep: Class 4 contains 2585 members 
Mstep: Class 5 contains 67660 members 
Mstep: Class 6 contains 39049 members 
Mstep: Class 7 contains 6974 members 
Mstep: Class 8 contains 5620 members 
Mstep: Class 9 contains 8390 members 
Mstep: Class 10 contains 9660 members 
Mstep: Class 11 contains 9290 members 
Mstep: Class 12 contains 2874 members 
Mstep: Class 13 contains 10865 members 
Mstep: Class 14 contains 1696 members 
Mstep: Class 15 contains 12046 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24904 members 
Mstep: Class 18 contains 24239 members 
Mstep: Class 19 contains 5562 members 
Mstep: Class 20 contains 35614 members 
Mstep: Class 21 contains 8974 members 
Mstep: Class 22 contains 5667 members 
Mstep: Class 23 contains 22156 members 
Mstep: Class 24 contains 5763 members 
Mstep: Class 25 contains 16379 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 56048 members 
Mstep: Class 28 contains 4800 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35062 members 
Mstep: Class 31 contains 21745 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43589 members 
Mstep: Class 34 contains 292 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 4391 members 
Mstep: Class 40 contains 50586 members 
Mstep: Class 41 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81003008.000000 Penalty: 81814.242188
Iteration 335Q: 42 clusters Score -8.100301e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 70356 members 
Mstep: Class 2 contains 41004 members 
Mstep: Class 3 contains 10095 members 
Mstep: Class 4 contains 2583 members 
Mstep: Class 5 contains 67659 members 
Mstep: Class 6 contains 38920 members 
Mstep: Class 7 contains 6974 members 
Mstep: Class 8 contains 5617 members 
Mstep: Class 9 contains 8390 members 
Mstep: Class 10 contains 9642 members 
Mstep: Class 11 contains 9290 members 
Mstep: Class 12 contains 2875 members 
Mstep: Class 13 contains 10865 members 
Mstep: Class 14 contains 1698 members 
Mstep: Class 15 contains 12047 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24909 members 
Mstep: Class 18 contains 24240 members 
Mstep: Class 19 contains 5540 members 
Mstep: Class 20 contains 35616 members 
Mstep: Class 21 contains 8972 members 
Mstep: Class 22 contains 5646 members 
Mstep: Class 23 contains 22156 members 
Mstep: Class 24 contains 5756 members 
Mstep: Class 25 contains 16386 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 55813 members 
Mstep: Class 28 contains 4800 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35064 members 
Mstep: Class 31 contains 21745 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43746 members 
Mstep: Class 34 contains 292 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 4403 members 
Mstep: Class 40 contains 50952 members 
Mstep: Class 41 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81002848.000000 Penalty: 81814.242188
Iteration 336Q: 42 clusters Score -8.100285e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 70211 members 
Mstep: Class 2 contains 40991 members 
Mstep: Class 3 contains 10133 members 
Mstep: Class 4 contains 2582 members 
Mstep: Class 5 contains 67662 members 
Mstep: Class 6 contains 38783 members 
Mstep: Class 7 contains 6974 members 
Mstep: Class 8 contains 5624 members 
Mstep: Class 9 contains 8389 members 
Mstep: Class 10 contains 9635 members 
Mstep: Class 11 contains 9291 members 
Mstep: Class 12 contains 2876 members 
Mstep: Class 13 contains 10865 members 
Mstep: Class 14 contains 1699 members 
Mstep: Class 15 contains 12041 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24908 members 
Mstep: Class 18 contains 24240 members 
Mstep: Class 19 contains 5519 members 
Mstep: Class 20 contains 35615 members 
Mstep: Class 21 contains 8968 members 
Mstep: Class 22 contains 5630 members 
Mstep: Class 23 contains 22156 members 
Mstep: Class 24 contains 5743 members 
Mstep: Class 25 contains 16389 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 55611 members 
Mstep: Class 28 contains 4800 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35071 members 
Mstep: Class 31 contains 21745 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43890 members 
Mstep: Class 34 contains 292 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 4399 members 
Mstep: Class 40 contains 51319 members 
Mstep: Class 41 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81003032.000000 Penalty: 81814.242188
Iteration 337Q: 42 clusters Score -8.100303e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 70079 members 
Mstep: Class 2 contains 40985 members 
Mstep: Class 3 contains 10169 members 
Mstep: Class 4 contains 2584 members 
Mstep: Class 5 contains 67656 members 
Mstep: Class 6 contains 38674 members 
Mstep: Class 7 contains 6974 members 
Mstep: Class 8 contains 5625 members 
Mstep: Class 9 contains 8390 members 
Mstep: Class 10 contains 9629 members 
Mstep: Class 11 contains 9291 members 
Mstep: Class 12 contains 2877 members 
Mstep: Class 13 contains 10865 members 
Mstep: Class 14 contains 1698 members 
Mstep: Class 15 contains 12042 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24911 members 
Mstep: Class 18 contains 24239 members 
Mstep: Class 19 contains 5503 members 
Mstep: Class 20 contains 35613 members 
Mstep: Class 21 contains 8966 members 
Mstep: Class 22 contains 5619 members 
Mstep: Class 23 contains 22156 members 
Mstep: Class 24 contains 5730 members 
Mstep: Class 25 contains 16397 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 55405 members 
Mstep: Class 28 contains 4799 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35069 members 
Mstep: Class 31 contains 21745 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43970 members 
Mstep: Class 34 contains 292 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 4401 members 
Mstep: Class 40 contains 51698 members 
Mstep: Class 41 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81002912.000000 Penalty: 81814.242188
Iteration 338Q: 42 clusters Score -8.100291e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 69928 members 
Mstep: Class 2 contains 40986 members 
Mstep: Class 3 contains 10210 members 
Mstep: Class 4 contains 2582 members 
Mstep: Class 5 contains 67655 members 
Mstep: Class 6 contains 38582 members 
Mstep: Class 7 contains 6974 members 
Mstep: Class 8 contains 5628 members 
Mstep: Class 9 contains 8396 members 
Mstep: Class 10 contains 9622 members 
Mstep: Class 11 contains 9292 members 
Mstep: Class 12 contains 2879 members 
Mstep: Class 13 contains 10865 members 
Mstep: Class 14 contains 1697 members 
Mstep: Class 15 contains 12046 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24920 members 
Mstep: Class 18 contains 24237 members 
Mstep: Class 19 contains 5480 members 
Mstep: Class 20 contains 35610 members 
Mstep: Class 21 contains 8965 members 
Mstep: Class 22 contains 5602 members 
Mstep: Class 23 contains 22156 members 
Mstep: Class 24 contains 5717 members 
Mstep: Class 25 contains 16399 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 55253 members 
Mstep: Class 28 contains 4797 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35066 members 
Mstep: Class 31 contains 21745 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 44040 members 
Mstep: Class 34 contains 292 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 4399 members 
Mstep: Class 40 contains 52031 members 
Mstep: Class 41 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81002912.000000 Penalty: 81814.242188
Iteration 339Q: 42 clusters Score -8.100291e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 69759 members 
Mstep: Class 2 contains 40985 members 
Mstep: Class 3 contains 10249 members 
Mstep: Class 4 contains 2579 members 
Mstep: Class 5 contains 67656 members 
Mstep: Class 6 contains 38507 members 
Mstep: Class 7 contains 6974 members 
Mstep: Class 8 contains 5629 members 
Mstep: Class 9 contains 8397 members 
Mstep: Class 10 contains 9618 members 
Mstep: Class 11 contains 9293 members 
Mstep: Class 12 contains 2879 members 
Mstep: Class 13 contains 10866 members 
Mstep: Class 14 contains 1697 members 
Mstep: Class 15 contains 12051 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24926 members 
Mstep: Class 18 contains 24238 members 
Mstep: Class 19 contains 5455 members 
Mstep: Class 20 contains 35608 members 
Mstep: Class 21 contains 8963 members 
Mstep: Class 22 contains 5594 members 
Mstep: Class 23 contains 22154 members 
Mstep: Class 24 contains 5706 members 
Mstep: Class 25 contains 16397 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 55117 members 
Mstep: Class 28 contains 4795 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35062 members 
Mstep: Class 31 contains 21744 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 44094 members 
Mstep: Class 34 contains 292 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 4412 members 
Mstep: Class 40 contains 52355 members 
Mstep: Class 41 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81003352.000000 Penalty: 81814.242188
Iteration 340F: 42 clusters Score -8.100335e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 69312 members 
Mstep: Class 2 contains 40979 members 
Mstep: Class 3 contains 10279 members 
Mstep: Class 4 contains 2579 members 
Mstep: Class 5 contains 67654 members 
Mstep: Class 6 contains 38432 members 
Mstep: Class 7 contains 6974 members 
Mstep: Class 8 contains 5630 members 
Mstep: Class 9 contains 8397 members 
Mstep: Class 10 contains 9611 members 
Mstep: Class 11 contains 9293 members 
Mstep: Class 12 contains 2878 members 
Mstep: Class 13 contains 10867 members 
Mstep: Class 14 contains 1697 members 
Mstep: Class 15 contains 12051 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24933 members 
Mstep: Class 18 contains 24238 members 
Mstep: Class 19 contains 5429 members 
Mstep: Class 20 contains 35604 members 
Mstep: Class 21 contains 8962 members 
Mstep: Class 22 contains 5586 members 
Mstep: Class 23 contains 22154 members 
Mstep: Class 24 contains 5694 members 
Mstep: Class 25 contains 16410 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 54965 members 
Mstep: Class 28 contains 4795 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35065 members 
Mstep: Class 31 contains 21744 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 44126 members 
Mstep: Class 34 contains 292 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 4736 members 
Mstep: Class 40 contains 52685 members 
Mstep: Class 41 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81003832.000000 Penalty: 81814.242188
Iteration 341Q: 42 clusters Score -8.100383e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 68830 members 
Mstep: Class 2 contains 40961 members 
Mstep: Class 3 contains 10309 members 
Mstep: Class 4 contains 2579 members 
Mstep: Class 5 contains 67651 members 
Mstep: Class 6 contains 38347 members 
Mstep: Class 7 contains 6974 members 
Mstep: Class 8 contains 5636 members 
Mstep: Class 9 contains 8399 members 
Mstep: Class 10 contains 9607 members 
Mstep: Class 11 contains 9293 members 
Mstep: Class 12 contains 2878 members 
Mstep: Class 13 contains 10869 members 
Mstep: Class 14 contains 1696 members 
Mstep: Class 15 contains 12049 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24933 members 
Mstep: Class 18 contains 24238 members 
Mstep: Class 19 contains 5403 members 
Mstep: Class 20 contains 35604 members 
Mstep: Class 21 contains 8961 members 
Mstep: Class 22 contains 5578 members 
Mstep: Class 23 contains 22154 members 
Mstep: Class 24 contains 5690 members 
Mstep: Class 25 contains 16422 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 54858 members 
Mstep: Class 28 contains 4795 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35067 members 
Mstep: Class 31 contains 21744 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 44219 members 
Mstep: Class 34 contains 292 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 5042 members 
Mstep: Class 40 contains 52973 members 
Mstep: Class 41 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81004224.000000 Penalty: 81814.242188
Iteration 342Q: 42 clusters Score -8.100422e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 68295 members 
Mstep: Class 2 contains 40948 members 
Mstep: Class 3 contains 10334 members 
Mstep: Class 4 contains 2578 members 
Mstep: Class 5 contains 67653 members 
Mstep: Class 6 contains 38251 members 
Mstep: Class 7 contains 6974 members 
Mstep: Class 8 contains 5644 members 
Mstep: Class 9 contains 8401 members 
Mstep: Class 10 contains 9604 members 
Mstep: Class 11 contains 9293 members 
Mstep: Class 12 contains 2878 members 
Mstep: Class 13 contains 10874 members 
Mstep: Class 14 contains 1696 members 
Mstep: Class 15 contains 12049 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24937 members 
Mstep: Class 18 contains 24238 members 
Mstep: Class 19 contains 5385 members 
Mstep: Class 20 contains 35604 members 
Mstep: Class 21 contains 8959 members 
Mstep: Class 22 contains 5574 members 
Mstep: Class 23 contains 22154 members 
Mstep: Class 24 contains 5681 members 
Mstep: Class 25 contains 16428 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 54804 members 
Mstep: Class 28 contains 4794 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35063 members 
Mstep: Class 31 contains 21744 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 44281 members 
Mstep: Class 34 contains 292 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 5342 members 
Mstep: Class 40 contains 53299 members 
Mstep: Class 41 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81004216.000000 Penalty: 81814.242188
Iteration 343Q: 42 clusters Score -8.100422e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 67755 members 
Mstep: Class 2 contains 40916 members 
Mstep: Class 3 contains 10368 members 
Mstep: Class 4 contains 2575 members 
Mstep: Class 5 contains 67648 members 
Mstep: Class 6 contains 38181 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 5647 members 
Mstep: Class 9 contains 8402 members 
Mstep: Class 10 contains 9603 members 
Mstep: Class 11 contains 9293 members 
Mstep: Class 12 contains 2877 members 
Mstep: Class 13 contains 10877 members 
Mstep: Class 14 contains 1701 members 
Mstep: Class 15 contains 12053 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24940 members 
Mstep: Class 18 contains 24237 members 
Mstep: Class 19 contains 5362 members 
Mstep: Class 20 contains 35601 members 
Mstep: Class 21 contains 8958 members 
Mstep: Class 22 contains 5564 members 
Mstep: Class 23 contains 22154 members 
Mstep: Class 24 contains 5674 members 
Mstep: Class 25 contains 16429 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 54760 members 
Mstep: Class 28 contains 4794 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35057 members 
Mstep: Class 31 contains 21745 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 44336 members 
Mstep: Class 34 contains 292 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 5673 members 
Mstep: Class 40 contains 53606 members 
Mstep: Class 41 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81004392.000000 Penalty: 81814.242188
Iteration 344Q: 42 clusters Score -8.100439e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 67184 members 
Mstep: Class 2 contains 40894 members 
Mstep: Class 3 contains 10399 members 
Mstep: Class 4 contains 2573 members 
Mstep: Class 5 contains 67645 members 
Mstep: Class 6 contains 38103 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 5648 members 
Mstep: Class 9 contains 8402 members 
Mstep: Class 10 contains 9602 members 
Mstep: Class 11 contains 9293 members 
Mstep: Class 12 contains 2879 members 
Mstep: Class 13 contains 10878 members 
Mstep: Class 14 contains 1707 members 
Mstep: Class 15 contains 12058 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24937 members 
Mstep: Class 18 contains 24236 members 
Mstep: Class 19 contains 5324 members 
Mstep: Class 20 contains 35596 members 
Mstep: Class 21 contains 8957 members 
Mstep: Class 22 contains 5556 members 
Mstep: Class 23 contains 22153 members 
Mstep: Class 24 contains 5670 members 
Mstep: Class 25 contains 16408 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 54803 members 
Mstep: Class 28 contains 4795 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35054 members 
Mstep: Class 31 contains 21743 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 44356 members 
Mstep: Class 34 contains 292 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 6039 members 
Mstep: Class 40 contains 53894 members 
Mstep: Class 41 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81004616.000000 Penalty: 81814.242188
Iteration 345Q: 42 clusters Score -8.100462e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 66577 members 
Mstep: Class 2 contains 40877 members 
Mstep: Class 3 contains 10430 members 
Mstep: Class 4 contains 2573 members 
Mstep: Class 5 contains 67639 members 
Mstep: Class 6 contains 38042 members 
Mstep: Class 7 contains 6974 members 
Mstep: Class 8 contains 5647 members 
Mstep: Class 9 contains 8402 members 
Mstep: Class 10 contains 9598 members 
Mstep: Class 11 contains 9292 members 
Mstep: Class 12 contains 2881 members 
Mstep: Class 13 contains 10880 members 
Mstep: Class 14 contains 1708 members 
Mstep: Class 15 contains 12060 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24933 members 
Mstep: Class 18 contains 24235 members 
Mstep: Class 19 contains 5293 members 
Mstep: Class 20 contains 35594 members 
Mstep: Class 21 contains 8956 members 
Mstep: Class 22 contains 5551 members 
Mstep: Class 23 contains 22152 members 
Mstep: Class 24 contains 5664 members 
Mstep: Class 25 contains 16401 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 54821 members 
Mstep: Class 28 contains 4793 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35045 members 
Mstep: Class 31 contains 21744 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 44404 members 
Mstep: Class 34 contains 292 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 6423 members 
Mstep: Class 40 contains 54170 members 
Mstep: Class 41 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81004840.000000 Penalty: 81814.242188
Iteration 346Q: 42 clusters Score -8.100484e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 66049 members 
Mstep: Class 2 contains 40862 members 
Mstep: Class 3 contains 10461 members 
Mstep: Class 4 contains 2573 members 
Mstep: Class 5 contains 67645 members 
Mstep: Class 6 contains 37982 members 
Mstep: Class 7 contains 6974 members 
Mstep: Class 8 contains 5649 members 
Mstep: Class 9 contains 8402 members 
Mstep: Class 10 contains 9599 members 
Mstep: Class 11 contains 9292 members 
Mstep: Class 12 contains 2881 members 
Mstep: Class 13 contains 10877 members 
Mstep: Class 14 contains 1708 members 
Mstep: Class 15 contains 12060 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24933 members 
Mstep: Class 18 contains 24235 members 
Mstep: Class 19 contains 5252 members 
Mstep: Class 20 contains 35592 members 
Mstep: Class 21 contains 8951 members 
Mstep: Class 22 contains 5550 members 
Mstep: Class 23 contains 22151 members 
Mstep: Class 24 contains 5661 members 
Mstep: Class 25 contains 16392 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 54827 members 
Mstep: Class 28 contains 4795 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35041 members 
Mstep: Class 31 contains 21745 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 44436 members 
Mstep: Class 34 contains 292 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 6713 members 
Mstep: Class 40 contains 54471 members 
Mstep: Class 41 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81004768.000000 Penalty: 81814.242188
Iteration 347Q: 42 clusters Score -8.100477e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 65571 members 
Mstep: Class 2 contains 40843 members 
Mstep: Class 3 contains 10489 members 
Mstep: Class 4 contains 2572 members 
Mstep: Class 5 contains 67647 members 
Mstep: Class 6 contains 37908 members 
Mstep: Class 7 contains 6975 members 
Mstep: Class 8 contains 5648 members 
Mstep: Class 9 contains 8401 members 
Mstep: Class 10 contains 9602 members 
Mstep: Class 11 contains 9292 members 
Mstep: Class 12 contains 2882 members 
Mstep: Class 13 contains 10877 members 
Mstep: Class 14 contains 1710 members 
Mstep: Class 15 contains 12065 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24929 members 
Mstep: Class 18 contains 24231 members 
Mstep: Class 19 contains 5229 members 
Mstep: Class 20 contains 35597 members 
Mstep: Class 21 contains 8949 members 
Mstep: Class 22 contains 5549 members 
Mstep: Class 23 contains 22151 members 
Mstep: Class 24 contains 5660 members 
Mstep: Class 25 contains 16377 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 54842 members 
Mstep: Class 28 contains 4796 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35046 members 
Mstep: Class 31 contains 21745 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 44492 members 
Mstep: Class 34 contains 292 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 6932 members 
Mstep: Class 40 contains 54752 members 
Mstep: Class 41 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81005112.000000 Penalty: 81814.242188
Iteration 348Q: 42 clusters Score -8.100511e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 65180 members 
Mstep: Class 2 contains 40823 members 
Mstep: Class 3 contains 10543 members 
Mstep: Class 4 contains 2572 members 
Mstep: Class 5 contains 67648 members 
Mstep: Class 6 contains 37844 members 
Mstep: Class 7 contains 6975 members 
Mstep: Class 8 contains 5650 members 
Mstep: Class 9 contains 8401 members 
Mstep: Class 10 contains 9606 members 
Mstep: Class 11 contains 9292 members 
Mstep: Class 12 contains 2883 members 
Mstep: Class 13 contains 10877 members 
Mstep: Class 14 contains 1711 members 
Mstep: Class 15 contains 12066 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24924 members 
Mstep: Class 18 contains 24230 members 
Mstep: Class 19 contains 5196 members 
Mstep: Class 20 contains 35599 members 
Mstep: Class 21 contains 8950 members 
Mstep: Class 22 contains 5541 members 
Mstep: Class 23 contains 22151 members 
Mstep: Class 24 contains 5657 members 
Mstep: Class 25 contains 16356 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 54814 members 
Mstep: Class 28 contains 4795 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35044 members 
Mstep: Class 31 contains 21744 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 44512 members 
Mstep: Class 34 contains 292 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 7093 members 
Mstep: Class 40 contains 55082 members 
Mstep: Class 41 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81005232.000000 Penalty: 81814.242188
Iteration 349Q: 42 clusters Score -8.100523e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 64834 members 
Mstep: Class 2 contains 40803 members 
Mstep: Class 3 contains 10598 members 
Mstep: Class 4 contains 2571 members 
Mstep: Class 5 contains 67649 members 
Mstep: Class 6 contains 37771 members 
Mstep: Class 7 contains 6975 members 
Mstep: Class 8 contains 5651 members 
Mstep: Class 9 contains 8402 members 
Mstep: Class 10 contains 9607 members 
Mstep: Class 11 contains 9292 members 
Mstep: Class 12 contains 2885 members 
Mstep: Class 13 contains 10877 members 
Mstep: Class 14 contains 1710 members 
Mstep: Class 15 contains 12065 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24931 members 
Mstep: Class 18 contains 24231 members 
Mstep: Class 19 contains 5171 members 
Mstep: Class 20 contains 35601 members 
Mstep: Class 21 contains 8951 members 
Mstep: Class 22 contains 5534 members 
Mstep: Class 23 contains 22151 members 
Mstep: Class 24 contains 5656 members 
Mstep: Class 25 contains 16336 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 54768 members 
Mstep: Class 28 contains 4795 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35040 members 
Mstep: Class 31 contains 21744 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 44553 members 
Mstep: Class 34 contains 292 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 7195 members 
Mstep: Class 40 contains 55412 members 
Mstep: Class 41 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81005512.000000 Penalty: 81814.242188
Iteration 350Q: 42 clusters Score -8.100551e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 64505 members 
Mstep: Class 2 contains 40790 members 
Mstep: Class 3 contains 10644 members 
Mstep: Class 4 contains 2571 members 
Mstep: Class 5 contains 67653 members 
Mstep: Class 6 contains 37709 members 
Mstep: Class 7 contains 6974 members 
Mstep: Class 8 contains 5650 members 
Mstep: Class 9 contains 8402 members 
Mstep: Class 10 contains 9603 members 
Mstep: Class 11 contains 9292 members 
Mstep: Class 12 contains 2886 members 
Mstep: Class 13 contains 10877 members 
Mstep: Class 14 contains 1710 members 
Mstep: Class 15 contains 12063 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24925 members 
Mstep: Class 18 contains 24230 members 
Mstep: Class 19 contains 5146 members 
Mstep: Class 20 contains 35601 members 
Mstep: Class 21 contains 8951 members 
Mstep: Class 22 contains 5528 members 
Mstep: Class 23 contains 22149 members 
Mstep: Class 24 contains 5656 members 
Mstep: Class 25 contains 16317 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 54673 members 
Mstep: Class 28 contains 4796 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35038 members 
Mstep: Class 31 contains 21744 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 44616 members 
Mstep: Class 34 contains 292 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 7291 members 
Mstep: Class 40 contains 55769 members 
Mstep: Class 41 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81005432.000000 Penalty: 81814.242188
Iteration 351Q: 42 clusters Score -8.100543e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 64196 members 
Mstep: Class 2 contains 40777 members 
Mstep: Class 3 contains 10680 members 
Mstep: Class 4 contains 2569 members 
Mstep: Class 5 contains 67651 members 
Mstep: Class 6 contains 37635 members 
Mstep: Class 7 contains 6974 members 
Mstep: Class 8 contains 5656 members 
Mstep: Class 9 contains 8401 members 
Mstep: Class 10 contains 9601 members 
Mstep: Class 11 contains 9293 members 
Mstep: Class 12 contains 2887 members 
Mstep: Class 13 contains 10877 members 
Mstep: Class 14 contains 1710 members 
Mstep: Class 15 contains 12061 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24930 members 
Mstep: Class 18 contains 24230 members 
Mstep: Class 19 contains 5112 members 
Mstep: Class 20 contains 35600 members 
Mstep: Class 21 contains 8952 members 
Mstep: Class 22 contains 5522 members 
Mstep: Class 23 contains 22149 members 
Mstep: Class 24 contains 5657 members 
Mstep: Class 25 contains 16314 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 54606 members 
Mstep: Class 28 contains 4794 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35034 members 
Mstep: Class 31 contains 21744 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 44691 members 
Mstep: Class 34 contains 292 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 7350 members 
Mstep: Class 40 contains 56106 members 
Mstep: Class 41 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81005336.000000 Penalty: 81814.242188
Iteration 352Q: 42 clusters Score -8.100534e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 63871 members 
Mstep: Class 2 contains 40767 members 
Mstep: Class 3 contains 10718 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 67652 members 
Mstep: Class 6 contains 37581 members 
Mstep: Class 7 contains 6974 members 
Mstep: Class 8 contains 5666 members 
Mstep: Class 9 contains 8404 members 
Mstep: Class 10 contains 9594 members 
Mstep: Class 11 contains 9293 members 
Mstep: Class 12 contains 2888 members 
Mstep: Class 13 contains 10876 members 
Mstep: Class 14 contains 1707 members 
Mstep: Class 15 contains 12064 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24932 members 
Mstep: Class 18 contains 24232 members 
Mstep: Class 19 contains 5095 members 
Mstep: Class 20 contains 35602 members 
Mstep: Class 21 contains 8952 members 
Mstep: Class 22 contains 5516 members 
Mstep: Class 23 contains 22149 members 
Mstep: Class 24 contains 5654 members 
Mstep: Class 25 contains 16295 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 54564 members 
Mstep: Class 28 contains 4793 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35025 members 
Mstep: Class 31 contains 21744 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 44745 members 
Mstep: Class 34 contains 292 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 7389 members 
Mstep: Class 40 contains 56449 members 
Mstep: Class 41 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81005176.000000 Penalty: 81814.242188
Iteration 353Q: 42 clusters Score -8.100518e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 63584 members 
Mstep: Class 2 contains 40755 members 
Mstep: Class 3 contains 10749 members 
Mstep: Class 4 contains 2569 members 
Mstep: Class 5 contains 67657 members 
Mstep: Class 6 contains 37577 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 5670 members 
Mstep: Class 9 contains 8408 members 
Mstep: Class 10 contains 9584 members 
Mstep: Class 11 contains 9293 members 
Mstep: Class 12 contains 2887 members 
Mstep: Class 13 contains 10876 members 
Mstep: Class 14 contains 1705 members 
Mstep: Class 15 contains 12061 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24930 members 
Mstep: Class 18 contains 24233 members 
Mstep: Class 19 contains 5072 members 
Mstep: Class 20 contains 35603 members 
Mstep: Class 21 contains 8952 members 
Mstep: Class 22 contains 5508 members 
Mstep: Class 23 contains 22149 members 
Mstep: Class 24 contains 5651 members 
Mstep: Class 25 contains 16287 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 54493 members 
Mstep: Class 28 contains 4795 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35020 members 
Mstep: Class 31 contains 21745 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 44761 members 
Mstep: Class 34 contains 292 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 7417 members 
Mstep: Class 40 contains 56795 members 
Mstep: Class 41 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81005248.000000 Penalty: 81814.242188
Iteration 354Q: 42 clusters Score -8.100525e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 63304 members 
Mstep: Class 2 contains 40756 members 
Mstep: Class 3 contains 10775 members 
Mstep: Class 4 contains 2569 members 
Mstep: Class 5 contains 67655 members 
Mstep: Class 6 contains 37542 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 5669 members 
Mstep: Class 9 contains 8412 members 
Mstep: Class 10 contains 9581 members 
Mstep: Class 11 contains 9293 members 
Mstep: Class 12 contains 2887 members 
Mstep: Class 13 contains 10875 members 
Mstep: Class 14 contains 1707 members 
Mstep: Class 15 contains 12063 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24928 members 
Mstep: Class 18 contains 24231 members 
Mstep: Class 19 contains 5057 members 
Mstep: Class 20 contains 35606 members 
Mstep: Class 21 contains 8952 members 
Mstep: Class 22 contains 5503 members 
Mstep: Class 23 contains 22149 members 
Mstep: Class 24 contains 5649 members 
Mstep: Class 25 contains 16281 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 54416 members 
Mstep: Class 28 contains 4796 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35023 members 
Mstep: Class 31 contains 21743 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 44802 members 
Mstep: Class 34 contains 292 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 7445 members 
Mstep: Class 40 contains 57117 members 
Mstep: Class 41 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81005056.000000 Penalty: 81814.242188
Iteration 355Q: 42 clusters Score -8.100506e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 63020 members 
Mstep: Class 2 contains 40744 members 
Mstep: Class 3 contains 10800 members 
Mstep: Class 4 contains 2569 members 
Mstep: Class 5 contains 67653 members 
Mstep: Class 6 contains 37495 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 5672 members 
Mstep: Class 9 contains 8414 members 
Mstep: Class 10 contains 9583 members 
Mstep: Class 11 contains 9293 members 
Mstep: Class 12 contains 2887 members 
Mstep: Class 13 contains 10874 members 
Mstep: Class 14 contains 1705 members 
Mstep: Class 15 contains 12062 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24927 members 
Mstep: Class 18 contains 24228 members 
Mstep: Class 19 contains 5042 members 
Mstep: Class 20 contains 35601 members 
Mstep: Class 21 contains 8952 members 
Mstep: Class 22 contains 5496 members 
Mstep: Class 23 contains 22150 members 
Mstep: Class 24 contains 5648 members 
Mstep: Class 25 contains 16284 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 54365 members 
Mstep: Class 28 contains 4797 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35019 members 
Mstep: Class 31 contains 21743 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 44829 members 
Mstep: Class 34 contains 292 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 7478 members 
Mstep: Class 40 contains 57456 members 
Mstep: Class 41 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81005136.000000 Penalty: 81814.242188
Iteration 356Q: 42 clusters Score -8.100514e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 62708 members 
Mstep: Class 2 contains 40750 members 
Mstep: Class 3 contains 10833 members 
Mstep: Class 4 contains 2569 members 
Mstep: Class 5 contains 67651 members 
Mstep: Class 6 contains 37461 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 5682 members 
Mstep: Class 9 contains 8417 members 
Mstep: Class 10 contains 9586 members 
Mstep: Class 11 contains 9293 members 
Mstep: Class 12 contains 2887 members 
Mstep: Class 13 contains 10874 members 
Mstep: Class 14 contains 1706 members 
Mstep: Class 15 contains 12059 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24927 members 
Mstep: Class 18 contains 24227 members 
Mstep: Class 19 contains 5027 members 
Mstep: Class 20 contains 35600 members 
Mstep: Class 21 contains 8953 members 
Mstep: Class 22 contains 5488 members 
Mstep: Class 23 contains 22150 members 
Mstep: Class 24 contains 5645 members 
Mstep: Class 25 contains 16286 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 54351 members 
Mstep: Class 28 contains 4798 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35017 members 
Mstep: Class 31 contains 21743 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 44796 members 
Mstep: Class 34 contains 292 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 7507 members 
Mstep: Class 40 contains 57795 members 
Mstep: Class 41 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81005032.000000 Penalty: 81814.242188
Iteration 357Q: 42 clusters Score -8.100503e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 62387 members 
Mstep: Class 2 contains 40746 members 
Mstep: Class 3 contains 10862 members 
Mstep: Class 4 contains 2569 members 
Mstep: Class 5 contains 67649 members 
Mstep: Class 6 contains 37432 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 5690 members 
Mstep: Class 9 contains 8418 members 
Mstep: Class 10 contains 9584 members 
Mstep: Class 11 contains 9293 members 
Mstep: Class 12 contains 2887 members 
Mstep: Class 13 contains 10874 members 
Mstep: Class 14 contains 1706 members 
Mstep: Class 15 contains 12057 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24936 members 
Mstep: Class 18 contains 24228 members 
Mstep: Class 19 contains 5005 members 
Mstep: Class 20 contains 35599 members 
Mstep: Class 21 contains 8953 members 
Mstep: Class 22 contains 5480 members 
Mstep: Class 23 contains 22151 members 
Mstep: Class 24 contains 5641 members 
Mstep: Class 25 contains 16282 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 54346 members 
Mstep: Class 28 contains 4798 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35013 members 
Mstep: Class 31 contains 21743 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 44769 members 
Mstep: Class 34 contains 292 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 7546 members 
Mstep: Class 40 contains 58142 members 
Mstep: Class 41 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81005232.000000 Penalty: 81814.242188
Iteration 358Q: 42 clusters Score -8.100523e+07 nChanged 1228
Entering ConstructFrom: 
Score: -81005232.000000 Penalty: 81814.242188
Entering ConstructFrom: 
Trying to split cluster 1 (62091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62091 members 
Entering Unmasked Estep 
Score: -7901140.000000 Penalty: 1642.209839
	Iteration 0F: 2 clusters Score -7901140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31099 members 
Mstep: Class 2 contains 30992 members 
Entering Unmasked Estep 
Score: -7862459.500000 Penalty: 3284.419678
	Iteration 0F: 3 clusters Score -7862460 nChanged 28990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32591 members 
Mstep: Class 2 contains 29500 members 
Entering Unmasked Estep 
Score: -7879182.000000 Penalty: 3284.419678
	Iteration 1F: 3 clusters Score -7879182 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33575 members 
Mstep: Class 2 contains 28516 members 
Entering Unmasked Estep 
Score: -7880036.500000 Penalty: 3284.419678
	Iteration 2Q: 3 clusters Score -7880036 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34939 members 
Mstep: Class 2 contains 27152 members 
Entering Unmasked Estep 
Score: -7881062.500000 Penalty: 3284.419678
	Iteration 3Q: 3 clusters Score -7881062 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36905 members 
Mstep: Class 2 contains 25186 members 
Entering Unmasked Estep 
Score: -7882372.000000 Penalty: 3284.419678
	Iteration 4Q: 3 clusters Score -7882372 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39451 members 
Mstep: Class 2 contains 22640 members 
Entering Unmasked Estep 
Score: -7884052.500000 Penalty: 3284.419678
	Iteration 5F: 3 clusters Score -7884052 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42559 members 
Mstep: Class 2 contains 19532 members 
Entering Unmasked Estep 
Score: -7886026.500000 Penalty: 3284.419678
	Iteration 6F: 3 clusters Score -7886026 nChanged 3966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46099 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -7888388.500000 Penalty: 3284.419678
	Iteration 7F: 3 clusters Score -7888388 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49882 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -7890980.500000 Penalty: 3284.419678
	Iteration 8F: 3 clusters Score -7890980 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53424 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -7893465.500000 Penalty: 3284.419678
	Iteration 9F: 3 clusters Score -7893466 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56408 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -7895654.500000 Penalty: 3284.419678
	Iteration 10Q: 3 clusters Score -7895654 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58638 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -7897357.000000 Penalty: 3284.419678
	Iteration 11Q: 3 clusters Score -7897357 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60047 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -7898417.500000 Penalty: 3284.419678
	Iteration 12Q: 3 clusters Score -7898418 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60840 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -7898992.500000 Penalty: 3284.419678
	Iteration 13Q: 3 clusters Score -7898992 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61261 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -7899332.000000 Penalty: 3284.419678
	Iteration 14Q: 3 clusters Score -7899332 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61490 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -7899560.000000 Penalty: 3284.419678
	Iteration 15Q: 3 clusters Score -7899560 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61595 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -7899649.500000 Penalty: 3284.419678
	Iteration 16Q: 3 clusters Score -7899650 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61644 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -7899693.000000 Penalty: 3284.419678
	Iteration 17Q: 3 clusters Score -7899693 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61677 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -7899728.000000 Penalty: 3284.419678
	Iteration 18Q: 3 clusters Score -7899728 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61695 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -7899752.000000 Penalty: 3284.419678
	Iteration 19Q: 3 clusters Score -7899752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61701 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -7899759.000000 Penalty: 3284.419678
	Iteration 20F: 3 clusters Score -7899759 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61701 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -7899759.000000 Penalty: 3284.419678
	Iteration 21Q: 3 clusters Score -7899759 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61707 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -7899778.000000 Penalty: 3284.419678
	Iteration 22Q: 3 clusters Score -7899778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61713 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -7899779.000000 Penalty: 3284.419678
	Iteration 23Q: 3 clusters Score -7899779 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61718 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -7899789.500000 Penalty: 3284.419678
	Iteration 24Q: 3 clusters Score -7899790 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61727 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -7899804.000000 Penalty: 3284.419678
	Iteration 25Q: 3 clusters Score -7899804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61734 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -7899816.500000 Penalty: 3284.419678
	Iteration 26Q: 3 clusters Score -7899816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61738 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -7899823.500000 Penalty: 3284.419678
	Iteration 27Q: 3 clusters Score -7899824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61742 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -7899828.000000 Penalty: 3284.419678
	Iteration 28Q: 3 clusters Score -7899828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61743 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -7899831.500000 Penalty: 3284.419678
	Iteration 29Q: 3 clusters Score -7899832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61748 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -7899835.500000 Penalty: 3284.419678
	Iteration 30Q: 3 clusters Score -7899836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61749 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -7899848.000000 Penalty: 3284.419678
	Iteration 31Q: 3 clusters Score -7899848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61751 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -7899847.000000 Penalty: 3284.419678
	Iteration 32Q: 3 clusters Score -7899847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61757 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -7899859.000000 Penalty: 3284.419678
	Iteration 33Q: 3 clusters Score -7899859 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61759 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -7899870.500000 Penalty: 3284.419678
	Iteration 34Q: 3 clusters Score -7899870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61765 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -7899872.500000 Penalty: 3284.419678
	Iteration 35Q: 3 clusters Score -7899872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61762 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -7899864.000000 Penalty: 3284.419678
	Iteration 36Q: 3 clusters Score -7899864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61761 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -7899867.500000 Penalty: 3284.419678
	Iteration 37Q: 3 clusters Score -7899868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61761 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -7899868.000000 Penalty: 3284.419678
	Iteration 38Q: 3 clusters Score -7899868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61761 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -7899874.500000 Penalty: 3284.419678
	Iteration 39Q: 3 clusters Score -7899874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61761 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -7899874.500000 Penalty: 3284.419678
	Iteration 40F: 3 clusters Score -7899874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (40744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40744 members 
Entering Unmasked Estep 
Score: -5006868.500000 Penalty: 1579.521484
	Iteration 0F: 2 clusters Score -5006868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20408 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -4980440.000000 Penalty: 3159.042969
	Iteration 0F: 3 clusters Score -4980440 nChanged 18643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
Score: -4990946.000000 Penalty: 3159.042969
	Iteration 1F: 3 clusters Score -4990946 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21365 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -4991724.000000 Penalty: 3159.042969
	Iteration 2F: 3 clusters Score -4991724 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -4992447.000000 Penalty: 3159.042969
	Iteration 3Q: 3 clusters Score -4992447 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -4993253.000000 Penalty: 3159.042969
	Iteration 4Q: 3 clusters Score -4993253 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -4994217.000000 Penalty: 3159.042969
	Iteration 5Q: 3 clusters Score -4994217 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24337 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -4995383.500000 Penalty: 3159.042969
	Iteration 6F: 3 clusters Score -4995384 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25645 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -4996791.500000 Penalty: 3159.042969
	Iteration 7F: 3 clusters Score -4996792 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27114 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -4998339.500000 Penalty: 3159.042969
	Iteration 8F: 3 clusters Score -4998340 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28569 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -4999809.500000 Penalty: 3159.042969
	Iteration 9F: 3 clusters Score -4999810 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29831 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -5001157.000000 Penalty: 3159.042969
	Iteration 10Q: 3 clusters Score -5001157 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30831 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -5002165.500000 Penalty: 3159.042969
	Iteration 11Q: 3 clusters Score -5002166 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31645 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -5002825.000000 Penalty: 3159.042969
	Iteration 12Q: 3 clusters Score -5002825 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32306 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -5003278.500000 Penalty: 3159.042969
	Iteration 13Q: 3 clusters Score -5003278 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32900 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -5003576.500000 Penalty: 3159.042969
	Iteration 14Q: 3 clusters Score -5003576 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33411 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -5003830.000000 Penalty: 3159.042969
	Iteration 15Q: 3 clusters Score -5003830 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33873 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -5004020.500000 Penalty: 3159.042969
	Iteration 16Q: 3 clusters Score -5004020 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34299 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -5004204.500000 Penalty: 3159.042969
	Iteration 17Q: 3 clusters Score -5004204 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34662 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -5004322.000000 Penalty: 3159.042969
	Iteration 18Q: 3 clusters Score -5004322 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34973 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -5004430.500000 Penalty: 3159.042969
	Iteration 19Q: 3 clusters Score -5004430 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35269 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -5004499.500000 Penalty: 3159.042969
	Iteration 20F: 3 clusters Score -5004500 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35547 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -5004595.000000 Penalty: 3159.042969
	Iteration 21Q: 3 clusters Score -5004595 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35797 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -5004659.500000 Penalty: 3159.042969
	Iteration 22Q: 3 clusters Score -5004660 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36011 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -5004712.500000 Penalty: 3159.042969
	Iteration 23Q: 3 clusters Score -5004712 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36204 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -5004742.500000 Penalty: 3159.042969
	Iteration 24Q: 3 clusters Score -5004742 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36386 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -5004764.500000 Penalty: 3159.042969
	Iteration 25Q: 3 clusters Score -5004764 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36559 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -5004842.000000 Penalty: 3159.042969
	Iteration 26Q: 3 clusters Score -5004842 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36750 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -5004893.000000 Penalty: 3159.042969
	Iteration 27Q: 3 clusters Score -5004893 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36959 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -5004961.000000 Penalty: 3159.042969
	Iteration 28Q: 3 clusters Score -5004961 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37162 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -5005023.000000 Penalty: 3159.042969
	Iteration 29Q: 3 clusters Score -5005023 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37354 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -5005081.500000 Penalty: 3159.042969
	Iteration 30Q: 3 clusters Score -5005082 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37526 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -5005133.500000 Penalty: 3159.042969
	Iteration 31Q: 3 clusters Score -5005134 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37683 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -5005167.000000 Penalty: 3159.042969
	Iteration 32Q: 3 clusters Score -5005167 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37830 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -5005229.500000 Penalty: 3159.042969
	Iteration 33Q: 3 clusters Score -5005230 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37972 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -5005270.000000 Penalty: 3159.042969
	Iteration 34Q: 3 clusters Score -5005270 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38097 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -5005286.500000 Penalty: 3159.042969
	Iteration 35Q: 3 clusters Score -5005286 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38210 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -5005306.000000 Penalty: 3159.042969
	Iteration 36Q: 3 clusters Score -5005306 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38330 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -5005351.000000 Penalty: 3159.042969
	Iteration 37Q: 3 clusters Score -5005351 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38438 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -5005394.000000 Penalty: 3159.042969
	Iteration 38Q: 3 clusters Score -5005394 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38543 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -5005418.000000 Penalty: 3159.042969
	Iteration 39Q: 3 clusters Score -5005418 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38625 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -5005451.000000 Penalty: 3159.042969
	Iteration 40F: 3 clusters Score -5005451 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38705 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -5005469.500000 Penalty: 3159.042969
	Iteration 41Q: 3 clusters Score -5005470 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38781 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -5005496.500000 Penalty: 3159.042969
	Iteration 42Q: 3 clusters Score -5005496 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38850 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -5005522.500000 Penalty: 3159.042969
	Iteration 43Q: 3 clusters Score -5005522 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38913 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -5005542.000000 Penalty: 3159.042969
	Iteration 44Q: 3 clusters Score -5005542 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38967 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -5005567.500000 Penalty: 3159.042969
	Iteration 45Q: 3 clusters Score -5005568 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39003 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -5005567.000000 Penalty: 3159.042969
	Iteration 46Q: 3 clusters Score -5005567 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39034 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -5005577.500000 Penalty: 3159.042969
	Iteration 47Q: 3 clusters Score -5005578 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39057 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -5005585.500000 Penalty: 3159.042969
	Iteration 48Q: 3 clusters Score -5005586 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39079 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -5005579.500000 Penalty: 3159.042969
	Iteration 49Q: 3 clusters Score -5005580 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39099 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -5005582.000000 Penalty: 3159.042969
	Iteration 50Q: 3 clusters Score -5005582 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39121 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -5005592.000000 Penalty: 3159.042969
	Iteration 51Q: 3 clusters Score -5005592 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39143 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -5005594.500000 Penalty: 3159.042969
	Iteration 52Q: 3 clusters Score -5005594 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39165 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -5005608.500000 Penalty: 3159.042969
	Iteration 53Q: 3 clusters Score -5005608 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39185 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -5005617.500000 Penalty: 3159.042969
	Iteration 54Q: 3 clusters Score -5005618 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39203 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -5005628.500000 Penalty: 3159.042969
	Iteration 55Q: 3 clusters Score -5005628 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39215 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -5005629.500000 Penalty: 3159.042969
	Iteration 56Q: 3 clusters Score -5005630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39225 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -5005642.000000 Penalty: 3159.042969
	Iteration 57Q: 3 clusters Score -5005642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39235 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -5005647.000000 Penalty: 3159.042969
	Iteration 58Q: 3 clusters Score -5005647 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39245 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -5005654.000000 Penalty: 3159.042969
	Iteration 59Q: 3 clusters Score -5005654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39252 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -5005652.500000 Penalty: 3159.042969
	Iteration 60F: 3 clusters Score -5005652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39256 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -5005658.000000 Penalty: 3159.042969
	Iteration 61Q: 3 clusters Score -5005658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39262 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -5005660.000000 Penalty: 3159.042969
	Iteration 62Q: 3 clusters Score -5005660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39269 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -5005666.000000 Penalty: 3159.042969
	Iteration 63Q: 3 clusters Score -5005666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39276 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -5005660.000000 Penalty: 3159.042969
	Iteration 64Q: 3 clusters Score -5005660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39284 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -5005666.500000 Penalty: 3159.042969
	Iteration 65Q: 3 clusters Score -5005666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39291 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -5005666.500000 Penalty: 3159.042969
	Iteration 66Q: 3 clusters Score -5005666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39300 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -5005675.500000 Penalty: 3159.042969
	Iteration 67Q: 3 clusters Score -5005676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39303 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -5005676.500000 Penalty: 3159.042969
	Iteration 68Q: 3 clusters Score -5005676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39307 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -5005680.500000 Penalty: 3159.042969
	Iteration 69Q: 3 clusters Score -5005680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39315 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -5005678.000000 Penalty: 3159.042969
	Iteration 70Q: 3 clusters Score -5005678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39321 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -5005679.500000 Penalty: 3159.042969
	Iteration 71Q: 3 clusters Score -5005680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39323 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -5005677.500000 Penalty: 3159.042969
	Iteration 72Q: 3 clusters Score -5005678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39325 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -5005675.000000 Penalty: 3159.042969
	Iteration 73Q: 3 clusters Score -5005675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39326 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -5005677.000000 Penalty: 3159.042969
	Iteration 74Q: 3 clusters Score -5005677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39329 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -5005686.500000 Penalty: 3159.042969
	Iteration 75Q: 3 clusters Score -5005686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39334 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -5005679.000000 Penalty: 3159.042969
	Iteration 76Q: 3 clusters Score -5005679 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39340 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5005677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39343 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -5005677.500000 Penalty: 3159.042969
	Iteration 78Q: 3 clusters Score -5005678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39347 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -5005679.000000 Penalty: 3159.042969
	Iteration 79Q: 3 clusters Score -5005679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39349 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -5005678.000000 Penalty: 3159.042969
	Iteration 80F: 3 clusters Score -5005678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39352 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5005678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39354 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5005679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39355 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -5005682.000000 Penalty: 3159.042969
	Iteration 83Q: 3 clusters Score -5005682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39358 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5005677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39360 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5005678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39364 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -5005681.500000 Penalty: 3159.042969
	Iteration 86Q: 3 clusters Score -5005682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39369 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -5005691.000000 Penalty: 3159.042969
	Iteration 87Q: 3 clusters Score -5005691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39375 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -5005687.000000 Penalty: 3159.042969
	Iteration 88Q: 3 clusters Score -5005687 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39380 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5005688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39384 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -5005680.500000 Penalty: 3159.042969
	Iteration 90Q: 3 clusters Score -5005680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39391 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -5005684.000000 Penalty: 3159.042969
	Iteration 91Q: 3 clusters Score -5005684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39396 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -5005690.500000 Penalty: 3159.042969
	Iteration 92Q: 3 clusters Score -5005690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39399 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -5005686.500000 Penalty: 3159.042969
	Iteration 93Q: 3 clusters Score -5005686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39405 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -5005692.500000 Penalty: 3159.042969
	Iteration 94Q: 3 clusters Score -5005692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39411 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -5005702.500000 Penalty: 3159.042969
	Iteration 95Q: 3 clusters Score -5005702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39417 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -5005707.500000 Penalty: 3159.042969
	Iteration 96Q: 3 clusters Score -5005708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39420 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -5005704.000000 Penalty: 3159.042969
	Iteration 97Q: 3 clusters Score -5005704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39426 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -5005697.000000 Penalty: 3159.042969
	Iteration 98Q: 3 clusters Score -5005697 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39437 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -5005707.500000 Penalty: 3159.042969
	Iteration 99Q: 3 clusters Score -5005708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39447 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -5005710.500000 Penalty: 3159.042969
	Iteration 100F: 3 clusters Score -5005710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39453 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -5005716.000000 Penalty: 3159.042969
	Iteration 101Q: 3 clusters Score -5005716 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39467 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -5005715.000000 Penalty: 3159.042969
	Iteration 102Q: 3 clusters Score -5005715 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39482 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -5005727.000000 Penalty: 3159.042969
	Iteration 103Q: 3 clusters Score -5005727 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39490 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -5005737.500000 Penalty: 3159.042969
	Iteration 104Q: 3 clusters Score -5005738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39502 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -5005741.500000 Penalty: 3159.042969
	Iteration 105Q: 3 clusters Score -5005742 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39522 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -5005744.000000 Penalty: 3159.042969
	Iteration 106Q: 3 clusters Score -5005744 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39533 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -5005750.500000 Penalty: 3159.042969
	Iteration 107Q: 3 clusters Score -5005750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39544 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -5005745.000000 Penalty: 3159.042969
	Iteration 108Q: 3 clusters Score -5005745 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39556 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -5005750.500000 Penalty: 3159.042969
	Iteration 109Q: 3 clusters Score -5005750 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39570 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -5005753.500000 Penalty: 3159.042969
	Iteration 110Q: 3 clusters Score -5005754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39578 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -5005757.000000 Penalty: 3159.042969
	Iteration 111Q: 3 clusters Score -5005757 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39588 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -5005755.000000 Penalty: 3159.042969
	Iteration 112Q: 3 clusters Score -5005755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39595 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -5005758.000000 Penalty: 3159.042969
	Iteration 113Q: 3 clusters Score -5005758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39603 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -5005764.000000 Penalty: 3159.042969
	Iteration 114Q: 3 clusters Score -5005764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39607 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -5005766.000000 Penalty: 3159.042969
	Iteration 115Q: 3 clusters Score -5005766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39612 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -5005762.500000 Penalty: 3159.042969
	Iteration 116Q: 3 clusters Score -5005762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39615 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -5005761.000000 Penalty: 3159.042969
	Iteration 117Q: 3 clusters Score -5005761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39615 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -5005760.000000 Penalty: 3159.042969
	Iteration 118Q: 3 clusters Score -5005760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39615 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -5005760.000000 Penalty: 3159.042969
	Iteration 119F: 3 clusters Score -5005760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Entering Unmasked Estep 
Score: -1373686.750000 Penalty: 1383.076050
	Iteration 0F: 2 clusters Score -1373687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1366311.750000 Penalty: 2766.152100
	Iteration 0F: 3 clusters Score -1366312 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1368740.750000 Penalty: 2766.152100
	Iteration 1F: 3 clusters Score -1368741 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1369015.250000 Penalty: 2766.152100
	Iteration 2F: 3 clusters Score -1369015 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1369226.875000 Penalty: 2766.152100
	Iteration 3Q: 3 clusters Score -1369227 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1369395.875000 Penalty: 2766.152100
	Iteration 4Q: 3 clusters Score -1369396 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1369583.625000 Penalty: 2766.152100
	Iteration 5Q: 3 clusters Score -1369584 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1369768.250000 Penalty: 2766.152100
	Iteration 6Q: 3 clusters Score -1369768 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1369969.875000 Penalty: 2766.152100
	Iteration 7Q: 3 clusters Score -1369970 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1370220.500000 Penalty: 2766.152100
	Iteration 8Q: 3 clusters Score -1370220 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1370542.500000 Penalty: 2766.152100
	Iteration 9Q: 3 clusters Score -1370542 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1370940.750000 Penalty: 2766.152100
	Iteration 10F: 3 clusters Score -1370941 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1371424.250000 Penalty: 2766.152100
	Iteration 11F: 3 clusters Score -1371424 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1371870.750000 Penalty: 2766.152100
	Iteration 12F: 3 clusters Score -1371871 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1372245.500000 Penalty: 2766.152100
	Iteration 13Q: 3 clusters Score -1372246 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1372520.875000 Penalty: 2766.152100
	Iteration 14Q: 3 clusters Score -1372521 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1372696.500000 Penalty: 2766.152100
	Iteration 15Q: 3 clusters Score -1372696 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1372819.000000 Penalty: 2766.152100
	Iteration 16Q: 3 clusters Score -1372819 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1372891.875000 Penalty: 2766.152100
	Iteration 17Q: 3 clusters Score -1372892 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1372935.000000 Penalty: 2766.152100
	Iteration 18Q: 3 clusters Score -1372935 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1372952.500000 Penalty: 2766.152100
	Iteration 19Q: 3 clusters Score -1372952 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1372961.250000 Penalty: 2766.152100
	Iteration 20F: 3 clusters Score -1372961 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1372972.500000 Penalty: 2766.152100
	Iteration 21Q: 3 clusters Score -1372972 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1372975.000000 Penalty: 2766.152100
	Iteration 22Q: 3 clusters Score -1372975 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1372980.625000 Penalty: 2766.152100
	Iteration 23Q: 3 clusters Score -1372981 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1372982.375000 Penalty: 2766.152100
	Iteration 24Q: 3 clusters Score -1372982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1372979.250000 Penalty: 2766.152100
	Iteration 25Q: 3 clusters Score -1372979 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1372984.250000 Penalty: 2766.152100
	Iteration 26Q: 3 clusters Score -1372984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1372984.625000 Penalty: 2766.152100
	Iteration 27Q: 3 clusters Score -1372985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1372985.750000 Penalty: 2766.152100
	Iteration 28Q: 3 clusters Score -1372986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1372987.500000 Penalty: 2766.152100
	Iteration 29Q: 3 clusters Score -1372988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1372988.000000 Penalty: 2766.152100
	Iteration 30Q: 3 clusters Score -1372988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1372993.500000 Penalty: 2766.152100
	Iteration 31Q: 3 clusters Score -1372994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1372992.500000 Penalty: 2766.152100
	Iteration 32Q: 3 clusters Score -1372992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1372995.500000 Penalty: 2766.152100
	Iteration 33Q: 3 clusters Score -1372996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1372997.375000 Penalty: 2766.152100
	Iteration 34Q: 3 clusters Score -1372997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1372997.375000 Penalty: 2766.152100
	Iteration 35F: 3 clusters Score -1372997 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Entering Unmasked Estep 
Score: -278217.656250 Penalty: 1168.269287
	Iteration 0F: 2 clusters Score -278217.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -276006.718750 Penalty: 2336.538574
	Iteration 0F: 3 clusters Score -276006.7 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -276594.250000 Penalty: 2336.538574
	Iteration 1F: 3 clusters Score -276594.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -276722.375000 Penalty: 2336.538574
	Iteration 2F: 3 clusters Score -276722.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -276816.843750 Penalty: 2336.538574
	Iteration 3Q: 3 clusters Score -276816.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -276881.781250 Penalty: 2336.538574
	Iteration 4Q: 3 clusters Score -276881.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -276933.375000 Penalty: 2336.538574
	Iteration 5Q: 3 clusters Score -276933.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -276973.093750 Penalty: 2336.538574
	Iteration 6Q: 3 clusters Score -276973.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -277006.750000 Penalty: 2336.538574
	Iteration 7Q: 3 clusters Score -277006.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -277045.906250 Penalty: 2336.538574
	Iteration 8Q: 3 clusters Score -277045.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -277081.156250 Penalty: 2336.538574
	Iteration 9Q: 3 clusters Score -277081.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -277118.531250 Penalty: 2336.538574
	Iteration 10Q: 3 clusters Score -277118.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -277159.531250 Penalty: 2336.538574
	Iteration 11Q: 3 clusters Score -277159.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -277193.531250 Penalty: 2336.538574
	Iteration 12Q: 3 clusters Score -277193.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -277229.687500 Penalty: 2336.538574
	Iteration 13Q: 3 clusters Score -277229.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -277264.437500 Penalty: 2336.538574
	Iteration 14Q: 3 clusters Score -277264.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -277310.218750 Penalty: 2336.538574
	Iteration 15Q: 3 clusters Score -277310.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -277381.687500 Penalty: 2336.538574
	Iteration 16Q: 3 clusters Score -277381.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -277459.156250 Penalty: 2336.538574
	Iteration 17Q: 3 clusters Score -277459.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -277514.250000 Penalty: 2336.538574
	Iteration 18Q: 3 clusters Score -277514.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -277557.187500 Penalty: 2336.538574
	Iteration 19Q: 3 clusters Score -277557.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -277598.562500 Penalty: 2336.538574
	Iteration 20F: 3 clusters Score -277598.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -277627.250000 Penalty: 2336.538574
	Iteration 21Q: 3 clusters Score -277627.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -277656.656250 Penalty: 2336.538574
	Iteration 22Q: 3 clusters Score -277656.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -277673.281250 Penalty: 2336.538574
	Iteration 23Q: 3 clusters Score -277673.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -277687.187500 Penalty: 2336.538574
	Iteration 24Q: 3 clusters Score -277687.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -277701.062500 Penalty: 2336.538574
	Iteration 25Q: 3 clusters Score -277701.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -277707.781250 Penalty: 2336.538574
	Iteration 26Q: 3 clusters Score -277707.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -277712.843750 Penalty: 2336.538574
	Iteration 27Q: 3 clusters Score -277712.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -277725.468750 Penalty: 2336.538574
	Iteration 28Q: 3 clusters Score -277725.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -277730.062500 Penalty: 2336.538574
	Iteration 29Q: 3 clusters Score -277730.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -277733.750000 Penalty: 2336.538574
	Iteration 30Q: 3 clusters Score -277733.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -277737.093750 Penalty: 2336.538574
	Iteration 31Q: 3 clusters Score -277737.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -277738.906250 Penalty: 2336.538574
	Iteration 32Q: 3 clusters Score -277738.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -277744.593750 Penalty: 2336.538574
	Iteration 33Q: 3 clusters Score -277744.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -277747.906250 Penalty: 2336.538574
	Iteration 34Q: 3 clusters Score -277747.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -277755.437500 Penalty: 2336.538574
	Iteration 35Q: 3 clusters Score -277755.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -277765.406250 Penalty: 2336.538574
	Iteration 36Q: 3 clusters Score -277765.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -277775.281250 Penalty: 2336.538574
	Iteration 37Q: 3 clusters Score -277775.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -277786.781250 Penalty: 2336.538574
	Iteration 38Q: 3 clusters Score -277786.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -277794.625000 Penalty: 2336.538574
	Iteration 39Q: 3 clusters Score -277794.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -277800.343750 Penalty: 2336.538574
	Iteration 40F: 3 clusters Score -277800.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -277812.718750 Penalty: 2336.538574
	Iteration 41Q: 3 clusters Score -277812.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -277815.656250 Penalty: 2336.538574
	Iteration 42Q: 3 clusters Score -277815.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -277817.312500 Penalty: 2336.538574
	Iteration 43Q: 3 clusters Score -277817.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -277819.781250 Penalty: 2336.538574
	Iteration 44Q: 3 clusters Score -277819.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -277822.906250 Penalty: 2336.538574
	Iteration 45Q: 3 clusters Score -277822.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -277825.281250 Penalty: 2336.538574
	Iteration 46Q: 3 clusters Score -277825.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -277826.500000 Penalty: 2336.538574
	Iteration 47Q: 3 clusters Score -277826.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -277827.562500 Penalty: 2336.538574
	Iteration 48Q: 3 clusters Score -277827.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -277827.312500 Penalty: 2336.538574
	Iteration 49Q: 3 clusters Score -277827.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -277827.312500 Penalty: 2336.538574
	Iteration 50F: 3 clusters Score -277827.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (67650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67650 members 
Entering Unmasked Estep 
Score: -8425976.000000 Penalty: 1654.968872
	Iteration 0F: 2 clusters Score -8425976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33656 members 
Mstep: Class 2 contains 33994 members 
Entering Unmasked Estep 
Score: -8384263.500000 Penalty: 3309.937744
	Iteration 0F: 3 clusters Score -8384264 nChanged 31678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32498 members 
Mstep: Class 2 contains 35152 members 
Entering Unmasked Estep 
Score: -8402235.000000 Penalty: 3309.937744
	Iteration 1F: 3 clusters Score -8402235 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31676 members 
Mstep: Class 2 contains 35974 members 
Entering Unmasked Estep 
Score: -8402874.000000 Penalty: 3309.937744
	Iteration 2Q: 3 clusters Score -8402874 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30496 members 
Mstep: Class 2 contains 37154 members 
Entering Unmasked Estep 
Score: -8403520.000000 Penalty: 3309.937744
	Iteration 3Q: 3 clusters Score -8403520 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28791 members 
Mstep: Class 2 contains 38859 members 
Entering Unmasked Estep 
Score: -8404352.000000 Penalty: 3309.937744
	Iteration 4Q: 3 clusters Score -8404352 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26353 members 
Mstep: Class 2 contains 41297 members 
Entering Unmasked Estep 
Score: -8405557.000000 Penalty: 3309.937744
	Iteration 5Q: 3 clusters Score -8405557 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22986 members 
Mstep: Class 2 contains 44664 members 
Entering Unmasked Estep 
Score: -8407320.000000 Penalty: 3309.937744
	Iteration 6F: 3 clusters Score -8407320 nChanged 4451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 48947 members 
Entering Unmasked Estep 
Score: -8409887.000000 Penalty: 3309.937744
	Iteration 7F: 3 clusters Score -8409887 nChanged 4927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 53784 members 
Entering Unmasked Estep 
Score: -8413219.000000 Penalty: 3309.937744
	Iteration 8F: 3 clusters Score -8413219 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 58451 members 
Entering Unmasked Estep 
Score: -8416858.000000 Penalty: 3309.937744
	Iteration 9F: 3 clusters Score -8416858 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 62262 members 
Entering Unmasked Estep 
Score: -8420118.000000 Penalty: 3309.937744
	Iteration 10F: 3 clusters Score -8420118 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 64762 members 
Entering Unmasked Estep 
Score: -8422365.000000 Penalty: 3309.937744
	Iteration 11Q: 3 clusters Score -8422365 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 66044 members 
Entering Unmasked Estep 
Score: -8423517.000000 Penalty: 3309.937744
	Iteration 12Q: 3 clusters Score -8423517 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 66625 members 
Entering Unmasked Estep 
Score: -8424039.000000 Penalty: 3309.937744
	Iteration 13Q: 3 clusters Score -8424039 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 66876 members 
Entering Unmasked Estep 
Score: -8424313.000000 Penalty: 3309.937744
	Iteration 14Q: 3 clusters Score -8424313 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 66992 members 
Entering Unmasked Estep 
Score: -8424437.000000 Penalty: 3309.937744
	Iteration 15Q: 3 clusters Score -8424437 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 67066 members 
Entering Unmasked Estep 
Score: -8424516.000000 Penalty: 3309.937744
	Iteration 16Q: 3 clusters Score -8424516 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 67108 members 
Entering Unmasked Estep 
Score: -8424581.000000 Penalty: 3309.937744
	Iteration 17Q: 3 clusters Score -8424581 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 67142 members 
Entering Unmasked Estep 
Score: -8424640.000000 Penalty: 3309.937744
	Iteration 18Q: 3 clusters Score -8424640 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 67172 members 
Entering Unmasked Estep 
Score: -8424670.000000 Penalty: 3309.937744
	Iteration 19Q: 3 clusters Score -8424670 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 67181 members 
Entering Unmasked Estep 
Score: -8424678.000000 Penalty: 3309.937744
	Iteration 20F: 3 clusters Score -8424678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 67188 members 
Entering Unmasked Estep 
Score: -8424696.000000 Penalty: 3309.937744
	Iteration 21Q: 3 clusters Score -8424696 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 67191 members 
Entering Unmasked Estep 
Score: -8424699.000000 Penalty: 3309.937744
	Iteration 22Q: 3 clusters Score -8424699 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 67194 members 
Entering Unmasked Estep 
Score: -8424701.000000 Penalty: 3309.937744
	Iteration 23Q: 3 clusters Score -8424701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 67198 members 
Entering Unmasked Estep 
Score: -8424709.000000 Penalty: 3309.937744
	Iteration 24Q: 3 clusters Score -8424709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 67200 members 
Entering Unmasked Estep 
Score: -8424713.000000 Penalty: 3309.937744
	Iteration 25Q: 3 clusters Score -8424713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 67204 members 
Entering Unmasked Estep 
Score: -8424716.000000 Penalty: 3309.937744
	Iteration 26Q: 3 clusters Score -8424716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 67208 members 
Entering Unmasked Estep 
Score: -8424710.000000 Penalty: 3309.937744
	Iteration 27Q: 3 clusters Score -8424710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 67210 members 
Entering Unmasked Estep 
Score: -8424723.000000 Penalty: 3309.937744
	Iteration 28Q: 3 clusters Score -8424723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 67210 members 
Entering Unmasked Estep 
Score: -8424725.000000 Penalty: 3309.937744
	Iteration 29Q: 3 clusters Score -8424725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 67212 members 
Entering Unmasked Estep 
Score: -8424721.000000 Penalty: 3309.937744
	Iteration 30Q: 3 clusters Score -8424721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 67212 members 
Entering Unmasked Estep 
Score: -8424725.000000 Penalty: 3309.937744
	Iteration 31Q: 3 clusters Score -8424725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 67213 members 
Entering Unmasked Estep 
Score: -8424730.000000 Penalty: 3309.937744
	Iteration 32Q: 3 clusters Score -8424730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 67213 members 
Entering Unmasked Estep 
Score: -8424730.000000 Penalty: 3309.937744
	Iteration 33F: 3 clusters Score -8424730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (37416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37416 members 
Entering Unmasked Estep 
Score: -4562228.500000 Penalty: 1566.842285
	Iteration 0F: 2 clusters Score -4562228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -4537693.000000 Penalty: 3133.684570
	Iteration 0F: 3 clusters Score -4537693 nChanged 17187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -4547089.500000 Penalty: 3133.684570
	Iteration 1F: 3 clusters Score -4547090 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -4547564.500000 Penalty: 3133.684570
	Iteration 2Q: 3 clusters Score -4547564 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -4548052.000000 Penalty: 3133.684570
	Iteration 3Q: 3 clusters Score -4548052 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -4548523.500000 Penalty: 3133.684570
	Iteration 4Q: 3 clusters Score -4548524 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -4549083.500000 Penalty: 3133.684570
	Iteration 5Q: 3 clusters Score -4549084 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -4549814.500000 Penalty: 3133.684570
	Iteration 6Q: 3 clusters Score -4549814 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -4550758.000000 Penalty: 3133.684570
	Iteration 7Q: 3 clusters Score -4550758 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22519 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -4551937.000000 Penalty: 3133.684570
	Iteration 8F: 3 clusters Score -4551937 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -4553206.500000 Penalty: 3133.684570
	Iteration 9F: 3 clusters Score -4553206 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24063 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -4554477.000000 Penalty: 3133.684570
	Iteration 10F: 3 clusters Score -4554477 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24605 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -4555491.500000 Penalty: 3133.684570
	Iteration 11Q: 3 clusters Score -4555492 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24946 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -4556118.000000 Penalty: 3133.684570
	Iteration 12Q: 3 clusters Score -4556118 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25263 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -4556537.000000 Penalty: 3133.684570
	Iteration 13Q: 3 clusters Score -4556537 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25576 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -4556750.500000 Penalty: 3133.684570
	Iteration 14Q: 3 clusters Score -4556750 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25910 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -4556906.500000 Penalty: 3133.684570
	Iteration 15Q: 3 clusters Score -4556906 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26227 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -4557021.000000 Penalty: 3133.684570
	Iteration 16Q: 3 clusters Score -4557021 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26506 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -4557077.500000 Penalty: 3133.684570
	Iteration 17Q: 3 clusters Score -4557078 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26770 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -4557172.500000 Penalty: 3133.684570
	Iteration 18Q: 3 clusters Score -4557172 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27038 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -4557239.000000 Penalty: 3133.684570
	Iteration 19Q: 3 clusters Score -4557239 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27318 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -4557335.000000 Penalty: 3133.684570
	Iteration 20F: 3 clusters Score -4557335 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27610 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -4557402.500000 Penalty: 3133.684570
	Iteration 21Q: 3 clusters Score -4557402 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27934 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -4557465.500000 Penalty: 3133.684570
	Iteration 22Q: 3 clusters Score -4557466 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28254 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -4557574.500000 Penalty: 3133.684570
	Iteration 23Q: 3 clusters Score -4557574 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28593 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -4557696.000000 Penalty: 3133.684570
	Iteration 24Q: 3 clusters Score -4557696 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28947 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -4557794.000000 Penalty: 3133.684570
	Iteration 25Q: 3 clusters Score -4557794 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29335 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -4557932.000000 Penalty: 3133.684570
	Iteration 26Q: 3 clusters Score -4557932 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29735 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -4558085.500000 Penalty: 3133.684570
	Iteration 27Q: 3 clusters Score -4558086 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30133 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -4558207.500000 Penalty: 3133.684570
	Iteration 28Q: 3 clusters Score -4558208 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30554 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -4558353.000000 Penalty: 3133.684570
	Iteration 29Q: 3 clusters Score -4558353 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30960 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -4558524.500000 Penalty: 3133.684570
	Iteration 30Q: 3 clusters Score -4558524 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31390 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -4558726.000000 Penalty: 3133.684570
	Iteration 31Q: 3 clusters Score -4558726 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31810 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -4558885.500000 Penalty: 3133.684570
	Iteration 32Q: 3 clusters Score -4558886 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32211 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -4559064.500000 Penalty: 3133.684570
	Iteration 33Q: 3 clusters Score -4559064 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32637 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -4559253.500000 Penalty: 3133.684570
	Iteration 34Q: 3 clusters Score -4559254 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33049 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -4559453.000000 Penalty: 3133.684570
	Iteration 35Q: 3 clusters Score -4559453 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33414 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -4559639.000000 Penalty: 3133.684570
	Iteration 36Q: 3 clusters Score -4559639 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33766 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -4559778.500000 Penalty: 3133.684570
	Iteration 37Q: 3 clusters Score -4559778 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34109 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -4559931.000000 Penalty: 3133.684570
	Iteration 38Q: 3 clusters Score -4559931 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34420 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -4560060.500000 Penalty: 3133.684570
	Iteration 39Q: 3 clusters Score -4560060 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34688 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -4560169.500000 Penalty: 3133.684570
	Iteration 40F: 3 clusters Score -4560170 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34917 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -4560270.000000 Penalty: 3133.684570
	Iteration 41Q: 3 clusters Score -4560270 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35107 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -4560362.000000 Penalty: 3133.684570
	Iteration 42Q: 3 clusters Score -4560362 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35281 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -4560435.000000 Penalty: 3133.684570
	Iteration 43Q: 3 clusters Score -4560435 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35439 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -4560515.000000 Penalty: 3133.684570
	Iteration 44Q: 3 clusters Score -4560515 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35573 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -4560568.000000 Penalty: 3133.684570
	Iteration 45Q: 3 clusters Score -4560568 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35685 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -4560612.000000 Penalty: 3133.684570
	Iteration 46Q: 3 clusters Score -4560612 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35794 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -4560660.500000 Penalty: 3133.684570
	Iteration 47Q: 3 clusters Score -4560660 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35876 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -4560691.000000 Penalty: 3133.684570
	Iteration 48Q: 3 clusters Score -4560691 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35945 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -4560723.500000 Penalty: 3133.684570
	Iteration 49Q: 3 clusters Score -4560724 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36022 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -4560766.500000 Penalty: 3133.684570
	Iteration 50Q: 3 clusters Score -4560766 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36083 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -4560791.000000 Penalty: 3133.684570
	Iteration 51Q: 3 clusters Score -4560791 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36153 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -4560845.500000 Penalty: 3133.684570
	Iteration 52Q: 3 clusters Score -4560846 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36231 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -4560869.000000 Penalty: 3133.684570
	Iteration 53Q: 3 clusters Score -4560869 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36294 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -4560897.000000 Penalty: 3133.684570
	Iteration 54Q: 3 clusters Score -4560897 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36351 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -4560925.000000 Penalty: 3133.684570
	Iteration 55Q: 3 clusters Score -4560925 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36394 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -4560935.500000 Penalty: 3133.684570
	Iteration 56Q: 3 clusters Score -4560936 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36436 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -4560967.000000 Penalty: 3133.684570
	Iteration 57Q: 3 clusters Score -4560967 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36475 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -4560984.500000 Penalty: 3133.684570
	Iteration 58Q: 3 clusters Score -4560984 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36500 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -4561000.000000 Penalty: 3133.684570
	Iteration 59Q: 3 clusters Score -4561000 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36524 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -4561020.000000 Penalty: 3133.684570
	Iteration 60F: 3 clusters Score -4561020 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36545 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -4561030.000000 Penalty: 3133.684570
	Iteration 61Q: 3 clusters Score -4561030 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36559 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -4561041.500000 Penalty: 3133.684570
	Iteration 62Q: 3 clusters Score -4561042 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36577 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -4561050.000000 Penalty: 3133.684570
	Iteration 63Q: 3 clusters Score -4561050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36591 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -4561054.000000 Penalty: 3133.684570
	Iteration 64Q: 3 clusters Score -4561054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36601 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -4561056.000000 Penalty: 3133.684570
	Iteration 65Q: 3 clusters Score -4561056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36607 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -4561051.500000 Penalty: 3133.684570
	Iteration 66Q: 3 clusters Score -4561052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36612 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -4561055.000000 Penalty: 3133.684570
	Iteration 67Q: 3 clusters Score -4561055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36618 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -4561058.500000 Penalty: 3133.684570
	Iteration 68Q: 3 clusters Score -4561058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36627 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -4561064.000000 Penalty: 3133.684570
	Iteration 69Q: 3 clusters Score -4561064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36633 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -4561068.500000 Penalty: 3133.684570
	Iteration 70Q: 3 clusters Score -4561068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36638 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -4561070.500000 Penalty: 3133.684570
	Iteration 71Q: 3 clusters Score -4561070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36640 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -4561074.000000 Penalty: 3133.684570
	Iteration 72Q: 3 clusters Score -4561074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36641 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -4561073.000000 Penalty: 3133.684570
	Iteration 73Q: 3 clusters Score -4561073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36641 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -4561073.000000 Penalty: 3133.684570
	Iteration 74F: 3 clusters Score -4561073 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Entering Unmasked Estep 
Score: -885818.875000 Penalty: 1316.850464
	Iteration 0F: 2 clusters Score -885818.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -880979.937500 Penalty: 2633.700928
	Iteration 0F: 3 clusters Score -880979.9 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -882381.562500 Penalty: 2633.700928
	Iteration 1F: 3 clusters Score -882381.6 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -882639.687500 Penalty: 2633.700928
	Iteration 2F: 3 clusters Score -882639.7 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -882783.500000 Penalty: 2633.700928
	Iteration 3Q: 3 clusters Score -882783.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -882869.687500 Penalty: 2633.700928
	Iteration 4Q: 3 clusters Score -882869.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -882942.250000 Penalty: 2633.700928
	Iteration 5Q: 3 clusters Score -882942.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -883003.187500 Penalty: 2633.700928
	Iteration 6Q: 3 clusters Score -883003.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -883050.125000 Penalty: 2633.700928
	Iteration 7Q: 3 clusters Score -883050.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -883085.125000 Penalty: 2633.700928
	Iteration 8Q: 3 clusters Score -883085.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -883107.312500 Penalty: 2633.700928
	Iteration 9Q: 3 clusters Score -883107.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -883126.062500 Penalty: 2633.700928
	Iteration 10Q: 3 clusters Score -883126.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -883146.062500 Penalty: 2633.700928
	Iteration 11Q: 3 clusters Score -883146.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -883164.062500 Penalty: 2633.700928
	Iteration 12Q: 3 clusters Score -883164.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -883184.562500 Penalty: 2633.700928
	Iteration 13Q: 3 clusters Score -883184.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -883205.875000 Penalty: 2633.700928
	Iteration 14Q: 3 clusters Score -883205.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -883226.187500 Penalty: 2633.700928
	Iteration 15Q: 3 clusters Score -883226.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -883249.812500 Penalty: 2633.700928
	Iteration 16Q: 3 clusters Score -883249.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -883269.437500 Penalty: 2633.700928
	Iteration 17Q: 3 clusters Score -883269.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -883286.875000 Penalty: 2633.700928
	Iteration 18Q: 3 clusters Score -883286.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -883301.000000 Penalty: 2633.700928
	Iteration 19Q: 3 clusters Score -883301 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -883313.312500 Penalty: 2633.700928
	Iteration 20F: 3 clusters Score -883313.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -883330.812500 Penalty: 2633.700928
	Iteration 21Q: 3 clusters Score -883330.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -883345.125000 Penalty: 2633.700928
	Iteration 22Q: 3 clusters Score -883345.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -883361.750000 Penalty: 2633.700928
	Iteration 23Q: 3 clusters Score -883361.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -883376.187500 Penalty: 2633.700928
	Iteration 24Q: 3 clusters Score -883376.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -883398.562500 Penalty: 2633.700928
	Iteration 25Q: 3 clusters Score -883398.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -883422.687500 Penalty: 2633.700928
	Iteration 26Q: 3 clusters Score -883422.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -883460.500000 Penalty: 2633.700928
	Iteration 27Q: 3 clusters Score -883460.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -883500.187500 Penalty: 2633.700928
	Iteration 28Q: 3 clusters Score -883500.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -883552.500000 Penalty: 2633.700928
	Iteration 29Q: 3 clusters Score -883552.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -883610.187500 Penalty: 2633.700928
	Iteration 30Q: 3 clusters Score -883610.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -883676.062500 Penalty: 2633.700928
	Iteration 31Q: 3 clusters Score -883676.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -883740.125000 Penalty: 2633.700928
	Iteration 32Q: 3 clusters Score -883740.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -883800.750000 Penalty: 2633.700928
	Iteration 33Q: 3 clusters Score -883800.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -883864.875000 Penalty: 2633.700928
	Iteration 34Q: 3 clusters Score -883864.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -883930.312500 Penalty: 2633.700928
	Iteration 35Q: 3 clusters Score -883930.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -884010.312500 Penalty: 2633.700928
	Iteration 36Q: 3 clusters Score -884010.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -884094.125000 Penalty: 2633.700928
	Iteration 37Q: 3 clusters Score -884094.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -884196.312500 Penalty: 2633.700928
	Iteration 38Q: 3 clusters Score -884196.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -884291.812500 Penalty: 2633.700928
	Iteration 39Q: 3 clusters Score -884291.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -884375.562500 Penalty: 2633.700928
	Iteration 40F: 3 clusters Score -884375.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -884433.937500 Penalty: 2633.700928
	Iteration 41Q: 3 clusters Score -884433.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -884492.062500 Penalty: 2633.700928
	Iteration 42Q: 3 clusters Score -884492.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -884534.937500 Penalty: 2633.700928
	Iteration 43Q: 3 clusters Score -884534.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -884579.375000 Penalty: 2633.700928
	Iteration 44Q: 3 clusters Score -884579.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -884607.375000 Penalty: 2633.700928
	Iteration 45Q: 3 clusters Score -884607.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -884645.750000 Penalty: 2633.700928
	Iteration 46Q: 3 clusters Score -884645.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -884669.000000 Penalty: 2633.700928
	Iteration 47Q: 3 clusters Score -884669 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -884690.750000 Penalty: 2633.700928
	Iteration 48Q: 3 clusters Score -884690.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -884707.187500 Penalty: 2633.700928
	Iteration 49Q: 3 clusters Score -884707.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -884715.125000 Penalty: 2633.700928
	Iteration 50Q: 3 clusters Score -884715.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -884719.625000 Penalty: 2633.700928
	Iteration 51Q: 3 clusters Score -884719.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -884722.625000 Penalty: 2633.700928
	Iteration 52Q: 3 clusters Score -884722.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -884724.812500 Penalty: 2633.700928
	Iteration 53Q: 3 clusters Score -884724.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -884726.250000 Penalty: 2633.700928
	Iteration 54Q: 3 clusters Score -884726.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -884728.625000 Penalty: 2633.700928
	Iteration 55Q: 3 clusters Score -884728.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -884728.437500 Penalty: 2633.700928
	Iteration 56Q: 3 clusters Score -884728.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -884730.875000 Penalty: 2633.700928
	Iteration 57Q: 3 clusters Score -884730.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -884734.687500 Penalty: 2633.700928
	Iteration 58Q: 3 clusters Score -884734.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -884735.562500 Penalty: 2633.700928
	Iteration 59Q: 3 clusters Score -884735.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -884739.687500 Penalty: 2633.700928
	Iteration 60F: 3 clusters Score -884739.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -884750.750000 Penalty: 2633.700928
	Iteration 61Q: 3 clusters Score -884750.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -884756.562500 Penalty: 2633.700928
	Iteration 62Q: 3 clusters Score -884756.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -884755.937500 Penalty: 2633.700928
	Iteration 63Q: 3 clusters Score -884755.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -884757.000000 Penalty: 2633.700928
	Iteration 64Q: 3 clusters Score -884757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -884757.375000 Penalty: 2633.700928
	Iteration 65Q: 3 clusters Score -884757.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -884757.375000 Penalty: 2633.700928
	Iteration 66F: 3 clusters Score -884757.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Entering Unmasked Estep 
Score: -683350.187500 Penalty: 1286.724731
	Iteration 0F: 2 clusters Score -683350.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -679251.250000 Penalty: 2573.449463
	Iteration 0F: 3 clusters Score -679251.2 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -680438.500000 Penalty: 2573.449463
	Iteration 1F: 3 clusters Score -680438.5 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -680653.687500 Penalty: 2573.449463
	Iteration 2F: 3 clusters Score -680653.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -680788.875000 Penalty: 2573.449463
	Iteration 3Q: 3 clusters Score -680788.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -680883.812500 Penalty: 2573.449463
	Iteration 4Q: 3 clusters Score -680883.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -680976.187500 Penalty: 2573.449463
	Iteration 5Q: 3 clusters Score -680976.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -681050.687500 Penalty: 2573.449463
	Iteration 6Q: 3 clusters Score -681050.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -681111.062500 Penalty: 2573.449463
	Iteration 7Q: 3 clusters Score -681111.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -681172.437500 Penalty: 2573.449463
	Iteration 8Q: 3 clusters Score -681172.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -681227.062500 Penalty: 2573.449463
	Iteration 9Q: 3 clusters Score -681227.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -681284.062500 Penalty: 2573.449463
	Iteration 10Q: 3 clusters Score -681284.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -681341.625000 Penalty: 2573.449463
	Iteration 11Q: 3 clusters Score -681341.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -681405.000000 Penalty: 2573.449463
	Iteration 12Q: 3 clusters Score -681405 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -681466.312500 Penalty: 2573.449463
	Iteration 13Q: 3 clusters Score -681466.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -681541.500000 Penalty: 2573.449463
	Iteration 14Q: 3 clusters Score -681541.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -681623.437500 Penalty: 2573.449463
	Iteration 15Q: 3 clusters Score -681623.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -681703.937500 Penalty: 2573.449463
	Iteration 16Q: 3 clusters Score -681703.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -681785.500000 Penalty: 2573.449463
	Iteration 17Q: 3 clusters Score -681785.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -681864.500000 Penalty: 2573.449463
	Iteration 18Q: 3 clusters Score -681864.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -681956.875000 Penalty: 2573.449463
	Iteration 19Q: 3 clusters Score -681956.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -682027.375000 Penalty: 2573.449463
	Iteration 20F: 3 clusters Score -682027.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -682092.187500 Penalty: 2573.449463
	Iteration 21Q: 3 clusters Score -682092.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -682146.625000 Penalty: 2573.449463
	Iteration 22Q: 3 clusters Score -682146.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -682197.312500 Penalty: 2573.449463
	Iteration 23Q: 3 clusters Score -682197.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -682234.125000 Penalty: 2573.449463
	Iteration 24Q: 3 clusters Score -682234.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -682266.500000 Penalty: 2573.449463
	Iteration 25Q: 3 clusters Score -682266.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -682295.125000 Penalty: 2573.449463
	Iteration 26Q: 3 clusters Score -682295.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -682314.125000 Penalty: 2573.449463
	Iteration 27Q: 3 clusters Score -682314.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -682332.625000 Penalty: 2573.449463
	Iteration 28Q: 3 clusters Score -682332.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -682349.750000 Penalty: 2573.449463
	Iteration 29Q: 3 clusters Score -682349.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -682373.437500 Penalty: 2573.449463
	Iteration 30Q: 3 clusters Score -682373.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -682390.062500 Penalty: 2573.449463
	Iteration 31Q: 3 clusters Score -682390.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -682401.437500 Penalty: 2573.449463
	Iteration 32Q: 3 clusters Score -682401.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -682416.187500 Penalty: 2573.449463
	Iteration 33Q: 3 clusters Score -682416.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -682421.812500 Penalty: 2573.449463
	Iteration 34Q: 3 clusters Score -682421.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -682426.250000 Penalty: 2573.449463
	Iteration 35Q: 3 clusters Score -682426.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -682430.625000 Penalty: 2573.449463
	Iteration 36Q: 3 clusters Score -682430.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -682434.500000 Penalty: 2573.449463
	Iteration 37Q: 3 clusters Score -682434.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -682438.500000 Penalty: 2573.449463
	Iteration 38Q: 3 clusters Score -682438.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -682438.500000 Penalty: 2573.449463
	Iteration 39F: 3 clusters Score -682438.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Entering Unmasked Estep 
Score: -1012896.000000 Penalty: 1344.838013
	Iteration 0F: 2 clusters Score -1012896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1007030.437500 Penalty: 2689.676025
	Iteration 0F: 3 clusters Score -1007030 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1008885.500000 Penalty: 2689.676025
	Iteration 1F: 3 clusters Score -1008886 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1009190.875000 Penalty: 2689.676025
	Iteration 2F: 3 clusters Score -1009191 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1009384.687500 Penalty: 2689.676025
	Iteration 3F: 3 clusters Score -1009385 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1009531.000000 Penalty: 2689.676025
	Iteration 4Q: 3 clusters Score -1009531 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1009660.562500 Penalty: 2689.676025
	Iteration 5Q: 3 clusters Score -1009661 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1009780.500000 Penalty: 2689.676025
	Iteration 6Q: 3 clusters Score -1009780 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1009873.250000 Penalty: 2689.676025
	Iteration 7Q: 3 clusters Score -1009873 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1009944.187500 Penalty: 2689.676025
	Iteration 8Q: 3 clusters Score -1009944 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1010017.687500 Penalty: 2689.676025
	Iteration 9Q: 3 clusters Score -1010018 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1010078.562500 Penalty: 2689.676025
	Iteration 10Q: 3 clusters Score -1010079 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1010131.437500 Penalty: 2689.676025
	Iteration 11Q: 3 clusters Score -1010131 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1010186.000000 Penalty: 2689.676025
	Iteration 12Q: 3 clusters Score -1010186 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1010237.500000 Penalty: 2689.676025
	Iteration 13Q: 3 clusters Score -1010238 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1010293.312500 Penalty: 2689.676025
	Iteration 14Q: 3 clusters Score -1010293 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1010351.125000 Penalty: 2689.676025
	Iteration 15Q: 3 clusters Score -1010351 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1010418.812500 Penalty: 2689.676025
	Iteration 16Q: 3 clusters Score -1010419 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1010493.187500 Penalty: 2689.676025
	Iteration 17Q: 3 clusters Score -1010493 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1010585.562500 Penalty: 2689.676025
	Iteration 18Q: 3 clusters Score -1010586 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1010705.875000 Penalty: 2689.676025
	Iteration 19Q: 3 clusters Score -1010706 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1010842.812500 Penalty: 2689.676025
	Iteration 20F: 3 clusters Score -1010843 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1011018.000000 Penalty: 2689.676025
	Iteration 21Q: 3 clusters Score -1011018 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1011196.187500 Penalty: 2689.676025
	Iteration 22Q: 3 clusters Score -1011196 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1011353.125000 Penalty: 2689.676025
	Iteration 23Q: 3 clusters Score -1011353 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1011481.500000 Penalty: 2689.676025
	Iteration 24Q: 3 clusters Score -1011482 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1011589.625000 Penalty: 2689.676025
	Iteration 25Q: 3 clusters Score -1011590 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1011692.062500 Penalty: 2689.676025
	Iteration 26Q: 3 clusters Score -1011692 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1011751.562500 Penalty: 2689.676025
	Iteration 27Q: 3 clusters Score -1011752 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1011792.687500 Penalty: 2689.676025
	Iteration 28Q: 3 clusters Score -1011793 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1011822.687500 Penalty: 2689.676025
	Iteration 29Q: 3 clusters Score -1011823 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1011851.625000 Penalty: 2689.676025
	Iteration 30Q: 3 clusters Score -1011852 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1011877.625000 Penalty: 2689.676025
	Iteration 31Q: 3 clusters Score -1011878 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1011902.875000 Penalty: 2689.676025
	Iteration 32Q: 3 clusters Score -1011903 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1011940.187500 Penalty: 2689.676025
	Iteration 33Q: 3 clusters Score -1011940 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1011978.312500 Penalty: 2689.676025
	Iteration 34Q: 3 clusters Score -1011978 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1012004.687500 Penalty: 2689.676025
	Iteration 35Q: 3 clusters Score -1012005 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1012037.687500 Penalty: 2689.676025
	Iteration 36Q: 3 clusters Score -1012038 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1012071.875000 Penalty: 2689.676025
	Iteration 37Q: 3 clusters Score -1012072 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1012100.125000 Penalty: 2689.676025
	Iteration 38Q: 3 clusters Score -1012100 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1012132.312500 Penalty: 2689.676025
	Iteration 39Q: 3 clusters Score -1012132 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1012156.625000 Penalty: 2689.676025
	Iteration 40F: 3 clusters Score -1012157 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1012176.062500 Penalty: 2689.676025
	Iteration 41Q: 3 clusters Score -1012176 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1012189.687500 Penalty: 2689.676025
	Iteration 42Q: 3 clusters Score -1012190 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1012209.625000 Penalty: 2689.676025
	Iteration 43Q: 3 clusters Score -1012210 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1012222.750000 Penalty: 2689.676025
	Iteration 44Q: 3 clusters Score -1012223 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1012232.500000 Penalty: 2689.676025
	Iteration 45Q: 3 clusters Score -1012232 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1012242.875000 Penalty: 2689.676025
	Iteration 46Q: 3 clusters Score -1012243 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1012246.062500 Penalty: 2689.676025
	Iteration 47Q: 3 clusters Score -1012246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1012248.750000 Penalty: 2689.676025
	Iteration 48Q: 3 clusters Score -1012249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1012251.875000 Penalty: 2689.676025
	Iteration 49Q: 3 clusters Score -1012252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1012252.687500 Penalty: 2689.676025
	Iteration 50Q: 3 clusters Score -1012253 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1012254.812500 Penalty: 2689.676025
	Iteration 51Q: 3 clusters Score -1012255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1012255.625000 Penalty: 2689.676025
	Iteration 52Q: 3 clusters Score -1012256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1012257.500000 Penalty: 2689.676025
	Iteration 53Q: 3 clusters Score -1012258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1012259.062500 Penalty: 2689.676025
	Iteration 54Q: 3 clusters Score -1012259 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1012261.250000 Penalty: 2689.676025
	Iteration 55Q: 3 clusters Score -1012261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1012261.250000 Penalty: 2689.676025
	Iteration 56Q: 3 clusters Score -1012261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1012261.312500 Penalty: 2689.676025
	Iteration 57Q: 3 clusters Score -1012261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1012263.062500 Penalty: 2689.676025
	Iteration 58Q: 3 clusters Score -1012263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1012262.500000 Penalty: 2689.676025
	Iteration 59Q: 3 clusters Score -1012262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1012260.937500 Penalty: 2689.676025
	Iteration 60F: 3 clusters Score -1012261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1012262.187500 Penalty: 2689.676025
	Iteration 61Q: 3 clusters Score -1012262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1012264.750000 Penalty: 2689.676025
	Iteration 62Q: 3 clusters Score -1012265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1012265.125000 Penalty: 2689.676025
	Iteration 63Q: 3 clusters Score -1012265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1012266.562500 Penalty: 2689.676025
	Iteration 64Q: 3 clusters Score -1012267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1012266.562500 Penalty: 2689.676025
	Iteration 65F: 3 clusters Score -1012267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Entering Unmasked Estep 
Score: -1146225.875000 Penalty: 1364.145142
	Iteration 0F: 2 clusters Score -1146226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1139782.000000 Penalty: 2728.290283
	Iteration 0F: 3 clusters Score -1139782 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1141894.625000 Penalty: 2728.290283
	Iteration 1F: 3 clusters Score -1141895 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1142177.125000 Penalty: 2728.290283
	Iteration 2F: 3 clusters Score -1142177 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1142372.625000 Penalty: 2728.290283
	Iteration 3Q: 3 clusters Score -1142373 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1142563.500000 Penalty: 2728.290283
	Iteration 4Q: 3 clusters Score -1142564 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1142770.250000 Penalty: 2728.290283
	Iteration 5Q: 3 clusters Score -1142770 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1143018.625000 Penalty: 2728.290283
	Iteration 6Q: 3 clusters Score -1143019 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1143332.500000 Penalty: 2728.290283
	Iteration 7Q: 3 clusters Score -1143332 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1143731.625000 Penalty: 2728.290283
	Iteration 8F: 3 clusters Score -1143732 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1144204.500000 Penalty: 2728.290283
	Iteration 9F: 3 clusters Score -1144204 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1144609.125000 Penalty: 2728.290283
	Iteration 10F: 3 clusters Score -1144609 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1144996.125000 Penalty: 2728.290283
	Iteration 11F: 3 clusters Score -1144996 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1145292.500000 Penalty: 2728.290283
	Iteration 12Q: 3 clusters Score -1145292 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1145518.625000 Penalty: 2728.290283
	Iteration 13Q: 3 clusters Score -1145519 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1145660.000000 Penalty: 2728.290283
	Iteration 14Q: 3 clusters Score -1145660 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1145735.625000 Penalty: 2728.290283
	Iteration 15Q: 3 clusters Score -1145736 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1145787.875000 Penalty: 2728.290283
	Iteration 16Q: 3 clusters Score -1145788 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1145825.625000 Penalty: 2728.290283
	Iteration 17Q: 3 clusters Score -1145826 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1145840.250000 Penalty: 2728.290283
	Iteration 18Q: 3 clusters Score -1145840 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1145856.000000 Penalty: 2728.290283
	Iteration 19Q: 3 clusters Score -1145856 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1145861.000000 Penalty: 2728.290283
	Iteration 20F: 3 clusters Score -1145861 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1145870.375000 Penalty: 2728.290283
	Iteration 21Q: 3 clusters Score -1145870 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1145872.625000 Penalty: 2728.290283
	Iteration 22Q: 3 clusters Score -1145873 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1145875.875000 Penalty: 2728.290283
	Iteration 23Q: 3 clusters Score -1145876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1145876.000000 Penalty: 2728.290283
	Iteration 24Q: 3 clusters Score -1145876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1145878.125000 Penalty: 2728.290283
	Iteration 25Q: 3 clusters Score -1145878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1145882.250000 Penalty: 2728.290283
	Iteration 26Q: 3 clusters Score -1145882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1145882.500000 Penalty: 2728.290283
	Iteration 27Q: 3 clusters Score -1145882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1145881.125000 Penalty: 2728.290283
	Iteration 28Q: 3 clusters Score -1145881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1145881.375000 Penalty: 2728.290283
	Iteration 29Q: 3 clusters Score -1145881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1145883.875000 Penalty: 2728.290283
	Iteration 30Q: 3 clusters Score -1145884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1145886.000000 Penalty: 2728.290283
	Iteration 31Q: 3 clusters Score -1145886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1145886.375000 Penalty: 2728.290283
	Iteration 32Q: 3 clusters Score -1145886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1145887.500000 Penalty: 2728.290283
	Iteration 33Q: 3 clusters Score -1145888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1145886.250000 Penalty: 2728.290283
	Iteration 34Q: 3 clusters Score -1145886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1145885.750000 Penalty: 2728.290283
	Iteration 35Q: 3 clusters Score -1145886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1145888.125000 Penalty: 2728.290283
	Iteration 36Q: 3 clusters Score -1145888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1145889.875000 Penalty: 2728.290283
	Iteration 37Q: 3 clusters Score -1145890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1145889.875000 Penalty: 2728.290283
	Iteration 38Q: 3 clusters Score -1145890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1145887.875000 Penalty: 2728.290283
	Iteration 39Q: 3 clusters Score -1145888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1145889.500000 Penalty: 2728.290283
	Iteration 40F: 3 clusters Score -1145890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1145890.000000 Penalty: 2728.290283
	Iteration 41Q: 3 clusters Score -1145890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1145890.125000 Penalty: 2728.290283
	Iteration 42Q: 3 clusters Score -1145890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1145893.750000 Penalty: 2728.290283
	Iteration 43Q: 3 clusters Score -1145894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1145892.750000 Penalty: 2728.290283
	Iteration 44Q: 3 clusters Score -1145893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1145895.000000 Penalty: 2728.290283
	Iteration 45Q: 3 clusters Score -1145895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1145893.750000 Penalty: 2728.290283
	Iteration 46Q: 3 clusters Score -1145894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1145892.875000 Penalty: 2728.290283
	Iteration 47Q: 3 clusters Score -1145893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1145892.625000 Penalty: 2728.290283
	Iteration 48Q: 3 clusters Score -1145893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1145892.000000 Penalty: 2728.290283
	Iteration 49Q: 3 clusters Score -1145892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1145893.750000 Penalty: 2728.290283
	Iteration 50Q: 3 clusters Score -1145894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1145895.375000 Penalty: 2728.290283
	Iteration 51Q: 3 clusters Score -1145895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1145896.875000 Penalty: 2728.290283
	Iteration 52Q: 3 clusters Score -1145897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1145896.875000 Penalty: 2728.290283
	Iteration 53F: 3 clusters Score -1145897 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Entering Unmasked Estep 
Score: -1179448.250000 Penalty: 1359.588013
	Iteration 0F: 2 clusters Score -1179448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1173182.375000 Penalty: 2719.176025
	Iteration 0F: 3 clusters Score -1173182 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1175148.750000 Penalty: 2719.176025
	Iteration 1F: 3 clusters Score -1175149 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1175452.250000 Penalty: 2719.176025
	Iteration 2F: 3 clusters Score -1175452 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1175659.250000 Penalty: 2719.176025
	Iteration 3Q: 3 clusters Score -1175659 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1175825.375000 Penalty: 2719.176025
	Iteration 4Q: 3 clusters Score -1175825 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1175980.000000 Penalty: 2719.176025
	Iteration 5Q: 3 clusters Score -1175980 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1176135.250000 Penalty: 2719.176025
	Iteration 6Q: 3 clusters Score -1176135 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1176291.375000 Penalty: 2719.176025
	Iteration 7Q: 3 clusters Score -1176291 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1176469.250000 Penalty: 2719.176025
	Iteration 8Q: 3 clusters Score -1176469 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1176679.625000 Penalty: 2719.176025
	Iteration 9Q: 3 clusters Score -1176680 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1176917.500000 Penalty: 2719.176025
	Iteration 10Q: 3 clusters Score -1176918 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1177195.250000 Penalty: 2719.176025
	Iteration 11Q: 3 clusters Score -1177195 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1177433.375000 Penalty: 2719.176025
	Iteration 12Q: 3 clusters Score -1177433 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1177654.250000 Penalty: 2719.176025
	Iteration 13Q: 3 clusters Score -1177654 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1177837.625000 Penalty: 2719.176025
	Iteration 14Q: 3 clusters Score -1177838 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1177961.500000 Penalty: 2719.176025
	Iteration 15Q: 3 clusters Score -1177962 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1178060.250000 Penalty: 2719.176025
	Iteration 16Q: 3 clusters Score -1178060 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1178125.375000 Penalty: 2719.176025
	Iteration 17Q: 3 clusters Score -1178125 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1178177.125000 Penalty: 2719.176025
	Iteration 18Q: 3 clusters Score -1178177 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1178229.375000 Penalty: 2719.176025
	Iteration 19Q: 3 clusters Score -1178229 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1178268.125000 Penalty: 2719.176025
	Iteration 20F: 3 clusters Score -1178268 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1178293.000000 Penalty: 2719.176025
	Iteration 21Q: 3 clusters Score -1178293 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1178306.000000 Penalty: 2719.176025
	Iteration 22Q: 3 clusters Score -1178306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1178319.125000 Penalty: 2719.176025
	Iteration 23Q: 3 clusters Score -1178319 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1178331.875000 Penalty: 2719.176025
	Iteration 24Q: 3 clusters Score -1178332 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1178343.875000 Penalty: 2719.176025
	Iteration 25Q: 3 clusters Score -1178344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1178356.125000 Penalty: 2719.176025
	Iteration 26Q: 3 clusters Score -1178356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1178364.375000 Penalty: 2719.176025
	Iteration 27Q: 3 clusters Score -1178364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1178375.375000 Penalty: 2719.176025
	Iteration 28Q: 3 clusters Score -1178375 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1178384.500000 Penalty: 2719.176025
	Iteration 29Q: 3 clusters Score -1178384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1178394.625000 Penalty: 2719.176025
	Iteration 30Q: 3 clusters Score -1178395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1178399.500000 Penalty: 2719.176025
	Iteration 31Q: 3 clusters Score -1178400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1178402.375000 Penalty: 2719.176025
	Iteration 32Q: 3 clusters Score -1178402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1178403.500000 Penalty: 2719.176025
	Iteration 33Q: 3 clusters Score -1178404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1178402.250000 Penalty: 2719.176025
	Iteration 34Q: 3 clusters Score -1178402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1178402.250000 Penalty: 2719.176025
	Iteration 35F: 3 clusters Score -1178402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Entering Unmasked Estep 
Score: -333907.062500 Penalty: 1185.634399
	Iteration 0F: 2 clusters Score -333907.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -331486.000000 Penalty: 2371.268799
	Iteration 0F: 3 clusters Score -331486 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -332145.093750 Penalty: 2371.268799
	Iteration 1F: 3 clusters Score -332145.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -332343.062500 Penalty: 2371.268799
	Iteration 2F: 3 clusters Score -332343.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -332425.093750 Penalty: 2371.268799
	Iteration 3Q: 3 clusters Score -332425.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -332477.406250 Penalty: 2371.268799
	Iteration 4Q: 3 clusters Score -332477.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -332524.562500 Penalty: 2371.268799
	Iteration 5Q: 3 clusters Score -332524.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -332553.968750 Penalty: 2371.268799
	Iteration 6Q: 3 clusters Score -332554 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -332582.625000 Penalty: 2371.268799
	Iteration 7Q: 3 clusters Score -332582.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -332614.531250 Penalty: 2371.268799
	Iteration 8Q: 3 clusters Score -332614.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -332662.218750 Penalty: 2371.268799
	Iteration 9Q: 3 clusters Score -332662.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -332726.656250 Penalty: 2371.268799
	Iteration 10Q: 3 clusters Score -332726.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -332793.156250 Penalty: 2371.268799
	Iteration 11Q: 3 clusters Score -332793.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -332873.750000 Penalty: 2371.268799
	Iteration 12Q: 3 clusters Score -332873.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -332963.093750 Penalty: 2371.268799
	Iteration 13Q: 3 clusters Score -332963.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -333098.562500 Penalty: 2371.268799
	Iteration 14Q: 3 clusters Score -333098.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -333276.937500 Penalty: 2371.268799
	Iteration 15Q: 3 clusters Score -333276.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -333465.468750 Penalty: 2371.268799
	Iteration 16Q: 3 clusters Score -333465.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -333603.781250 Penalty: 2371.268799
	Iteration 17Q: 3 clusters Score -333603.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -333711.406250 Penalty: 2371.268799
	Iteration 18Q: 3 clusters Score -333711.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -333793.000000 Penalty: 2371.268799
	Iteration 19Q: 3 clusters Score -333793 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -333838.500000 Penalty: 2371.268799
	Iteration 20F: 3 clusters Score -333838.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -333870.031250 Penalty: 2371.268799
	Iteration 21Q: 3 clusters Score -333870 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -333882.531250 Penalty: 2371.268799
	Iteration 22Q: 3 clusters Score -333882.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -333889.343750 Penalty: 2371.268799
	Iteration 23Q: 3 clusters Score -333889.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -333894.968750 Penalty: 2371.268799
	Iteration 24Q: 3 clusters Score -333895 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -333900.843750 Penalty: 2371.268799
	Iteration 25Q: 3 clusters Score -333900.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -333907.343750 Penalty: 2371.268799
	Iteration 26Q: 3 clusters Score -333907.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -333911.593750 Penalty: 2371.268799
	Iteration 27Q: 3 clusters Score -333911.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -333914.875000 Penalty: 2371.268799
	Iteration 28Q: 3 clusters Score -333914.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -333915.125000 Penalty: 2371.268799
	Iteration 29Q: 3 clusters Score -333915.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -333915.125000 Penalty: 2371.268799
	Iteration 30F: 3 clusters Score -333915.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 62091 members 
Mstep: Class 2 contains 40744 members 
Mstep: Class 3 contains 10882 members 
Mstep: Class 4 contains 2569 members 
Mstep: Class 5 contains 67650 members 
Mstep: Class 6 contains 37416 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 5695 members 
Mstep: Class 9 contains 8416 members 
Mstep: Class 10 contains 9582 members 
Mstep: Class 11 contains 9293 members 
Mstep: Class 12 contains 1471 members 
Mstep: Class 13 contains 10873 members 
Mstep: Class 14 contains 1706 members 
Mstep: Class 15 contains 12055 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24936 members 
Mstep: Class 18 contains 24228 members 
Mstep: Class 19 contains 4981 members 
Mstep: Class 20 contains 35596 members 
Mstep: Class 21 contains 8952 members 
Mstep: Class 22 contains 5476 members 
Mstep: Class 23 contains 22151 members 
Mstep: Class 24 contains 5636 members 
Mstep: Class 25 contains 16283 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 54367 members 
Mstep: Class 28 contains 4799 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35017 members 
Mstep: Class 31 contains 21743 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 44701 members 
Mstep: Class 34 contains 292 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 7573 members 
Mstep: Class 40 contains 58488 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 1416 members 
Entering Unmasked Estep 
Score: -81004272.000000 Penalty: 83809.710938
Splitting cluster 12 changes total score from -81005232.000000 to -81004272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (10873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Entering Unmasked Estep 
Score: -1310840.375000 Penalty: 1382.952881
	Iteration 0F: 2 clusters Score -1310840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1303518.125000 Penalty: 2765.905762
	Iteration 0F: 3 clusters Score -1303518 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1305925.625000 Penalty: 2765.905762
	Iteration 1F: 3 clusters Score -1305926 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1306298.125000 Penalty: 2765.905762
	Iteration 2F: 3 clusters Score -1306298 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1306604.500000 Penalty: 2765.905762
	Iteration 3F: 3 clusters Score -1306604 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1306846.625000 Penalty: 2765.905762
	Iteration 4Q: 3 clusters Score -1306847 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1307064.625000 Penalty: 2765.905762
	Iteration 5Q: 3 clusters Score -1307065 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1307250.625000 Penalty: 2765.905762
	Iteration 6Q: 3 clusters Score -1307251 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1307412.500000 Penalty: 2765.905762
	Iteration 7Q: 3 clusters Score -1307412 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1307565.875000 Penalty: 2765.905762
	Iteration 8Q: 3 clusters Score -1307566 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1307737.000000 Penalty: 2765.905762
	Iteration 9Q: 3 clusters Score -1307737 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1307897.250000 Penalty: 2765.905762
	Iteration 10Q: 3 clusters Score -1307897 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1308081.500000 Penalty: 2765.905762
	Iteration 11Q: 3 clusters Score -1308082 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1308266.625000 Penalty: 2765.905762
	Iteration 12Q: 3 clusters Score -1308267 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1308469.500000 Penalty: 2765.905762
	Iteration 13Q: 3 clusters Score -1308470 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1308699.375000 Penalty: 2765.905762
	Iteration 14Q: 3 clusters Score -1308699 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1308920.500000 Penalty: 2765.905762
	Iteration 15Q: 3 clusters Score -1308920 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1309154.125000 Penalty: 2765.905762
	Iteration 16Q: 3 clusters Score -1309154 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1309384.500000 Penalty: 2765.905762
	Iteration 17Q: 3 clusters Score -1309384 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1309570.750000 Penalty: 2765.905762
	Iteration 18Q: 3 clusters Score -1309571 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1309728.250000 Penalty: 2765.905762
	Iteration 19Q: 3 clusters Score -1309728 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1309866.750000 Penalty: 2765.905762
	Iteration 20F: 3 clusters Score -1309867 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1309970.250000 Penalty: 2765.905762
	Iteration 21Q: 3 clusters Score -1309970 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1310040.875000 Penalty: 2765.905762
	Iteration 22Q: 3 clusters Score -1310041 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1310093.875000 Penalty: 2765.905762
	Iteration 23Q: 3 clusters Score -1310094 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1310146.750000 Penalty: 2765.905762
	Iteration 24Q: 3 clusters Score -1310147 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1310206.125000 Penalty: 2765.905762
	Iteration 25Q: 3 clusters Score -1310206 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1310269.500000 Penalty: 2765.905762
	Iteration 26Q: 3 clusters Score -1310270 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1310338.750000 Penalty: 2765.905762
	Iteration 27Q: 3 clusters Score -1310339 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1310384.750000 Penalty: 2765.905762
	Iteration 28Q: 3 clusters Score -1310385 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1310426.500000 Penalty: 2765.905762
	Iteration 29Q: 3 clusters Score -1310426 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1310459.625000 Penalty: 2765.905762
	Iteration 30Q: 3 clusters Score -1310460 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1310504.625000 Penalty: 2765.905762
	Iteration 31Q: 3 clusters Score -1310505 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -1310544.625000 Penalty: 2765.905762
	Iteration 32Q: 3 clusters Score -1310545 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1310591.625000 Penalty: 2765.905762
	Iteration 33Q: 3 clusters Score -1310592 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1310645.750000 Penalty: 2765.905762
	Iteration 34Q: 3 clusters Score -1310646 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1310681.750000 Penalty: 2765.905762
	Iteration 35Q: 3 clusters Score -1310682 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1310714.125000 Penalty: 2765.905762
	Iteration 36Q: 3 clusters Score -1310714 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1310744.500000 Penalty: 2765.905762
	Iteration 37Q: 3 clusters Score -1310744 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1310771.125000 Penalty: 2765.905762
	Iteration 38Q: 3 clusters Score -1310771 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1310800.750000 Penalty: 2765.905762
	Iteration 39Q: 3 clusters Score -1310801 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1310836.875000 Penalty: 2765.905762
	Iteration 40F: 3 clusters Score -1310837 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1310860.125000 Penalty: 2765.905762
	Iteration 41Q: 3 clusters Score -1310860 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1310904.625000 Penalty: 2765.905762
	Iteration 42Q: 3 clusters Score -1310905 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1310934.250000 Penalty: 2765.905762
	Iteration 43Q: 3 clusters Score -1310934 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1310959.625000 Penalty: 2765.905762
	Iteration 44Q: 3 clusters Score -1310960 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1310970.000000 Penalty: 2765.905762
	Iteration 45Q: 3 clusters Score -1310970 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1310975.125000 Penalty: 2765.905762
	Iteration 46Q: 3 clusters Score -1310975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -1310977.000000 Penalty: 2765.905762
	Iteration 47Q: 3 clusters Score -1310977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -1310982.875000 Penalty: 2765.905762
	Iteration 48Q: 3 clusters Score -1310983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1310985.125000 Penalty: 2765.905762
	Iteration 49Q: 3 clusters Score -1310985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -1310985.500000 Penalty: 2765.905762
	Iteration 50Q: 3 clusters Score -1310986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -1310985.750000 Penalty: 2765.905762
	Iteration 51Q: 3 clusters Score -1310986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -1310987.000000 Penalty: 2765.905762
	Iteration 52Q: 3 clusters Score -1310987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -1310988.875000 Penalty: 2765.905762
	Iteration 53Q: 3 clusters Score -1310989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -1310993.000000 Penalty: 2765.905762
	Iteration 54Q: 3 clusters Score -1310993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -1310995.000000 Penalty: 2765.905762
	Iteration 55Q: 3 clusters Score -1310995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -1310997.750000 Penalty: 2765.905762
	Iteration 56Q: 3 clusters Score -1310998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1310997.125000 Penalty: 2765.905762
	Iteration 57Q: 3 clusters Score -1310997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1310997.125000 Penalty: 2765.905762
	Iteration 58F: 3 clusters Score -1310997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 62091 members 
Mstep: Class 2 contains 40744 members 
Mstep: Class 3 contains 10882 members 
Mstep: Class 4 contains 2569 members 
Mstep: Class 5 contains 67650 members 
Mstep: Class 6 contains 37416 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 5695 members 
Mstep: Class 9 contains 8416 members 
Mstep: Class 10 contains 9582 members 
Mstep: Class 11 contains 9293 members 
Mstep: Class 12 contains 2887 members 
Mstep: Class 13 contains 1019 members 
Mstep: Class 14 contains 1706 members 
Mstep: Class 15 contains 12055 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24936 members 
Mstep: Class 18 contains 24228 members 
Mstep: Class 19 contains 4981 members 
Mstep: Class 20 contains 35596 members 
Mstep: Class 21 contains 8952 members 
Mstep: Class 22 contains 5476 members 
Mstep: Class 23 contains 22151 members 
Mstep: Class 24 contains 5636 members 
Mstep: Class 25 contains 16283 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 54367 members 
Mstep: Class 28 contains 4799 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35017 members 
Mstep: Class 31 contains 21743 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 44701 members 
Mstep: Class 34 contains 292 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 7573 members 
Mstep: Class 40 contains 58488 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 9854 members 
Entering Unmasked Estep 
Score: -81004496.000000 Penalty: 83809.710938
Splitting cluster 13 changes total score from -81005232.000000 to -81004496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (1706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Entering Unmasked Estep 
Score: -196110.468750 Penalty: 1107.355713
	Iteration 0F: 2 clusters Score -196110.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -194433.453125 Penalty: 2214.711426
	Iteration 0F: 3 clusters Score -194433.5 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -194850.656250 Penalty: 2214.711426
	Iteration 1F: 3 clusters Score -194850.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -194969.984375 Penalty: 2214.711426
	Iteration 2F: 3 clusters Score -194970 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -195015.718750 Penalty: 2214.711426
	Iteration 3Q: 3 clusters Score -195015.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -195049.000000 Penalty: 2214.711426
	Iteration 4Q: 3 clusters Score -195049 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -195063.500000 Penalty: 2214.711426
	Iteration 5Q: 3 clusters Score -195063.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -195074.640625 Penalty: 2214.711426
	Iteration 6Q: 3 clusters Score -195074.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -195082.421875 Penalty: 2214.711426
	Iteration 7Q: 3 clusters Score -195082.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -195088.609375 Penalty: 2214.711426
	Iteration 8Q: 3 clusters Score -195088.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -195092.703125 Penalty: 2214.711426
	Iteration 9Q: 3 clusters Score -195092.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -195095.718750 Penalty: 2214.711426
	Iteration 10Q: 3 clusters Score -195095.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -195098.109375 Penalty: 2214.711426
	Iteration 11Q: 3 clusters Score -195098.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -195099.312500 Penalty: 2214.711426
	Iteration 12Q: 3 clusters Score -195099.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -195101.343750 Penalty: 2214.711426
	Iteration 13Q: 3 clusters Score -195101.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -195101.343750 Penalty: 2214.711426
	Iteration 14F: 3 clusters Score -195101.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Entering Unmasked Estep 
Score: -1526952.875000 Penalty: 1398.308594
	Iteration 0F: 2 clusters Score -1526953 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1518912.375000 Penalty: 2796.617188
	Iteration 0F: 3 clusters Score -1518912 nChanged 5064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1521565.000000 Penalty: 2796.617188
	Iteration 1F: 3 clusters Score -1521565 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1521881.000000 Penalty: 2796.617188
	Iteration 2F: 3 clusters Score -1521881 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1522118.125000 Penalty: 2796.617188
	Iteration 3Q: 3 clusters Score -1522118 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1522285.750000 Penalty: 2796.617188
	Iteration 4Q: 3 clusters Score -1522286 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1522461.000000 Penalty: 2796.617188
	Iteration 5Q: 3 clusters Score -1522461 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1522663.750000 Penalty: 2796.617188
	Iteration 6Q: 3 clusters Score -1522664 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1522899.000000 Penalty: 2796.617188
	Iteration 7Q: 3 clusters Score -1522899 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1523168.875000 Penalty: 2796.617188
	Iteration 8Q: 3 clusters Score -1523169 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1523509.000000 Penalty: 2796.617188
	Iteration 9Q: 3 clusters Score -1523509 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1523899.500000 Penalty: 2796.617188
	Iteration 10Q: 3 clusters Score -1523900 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1524336.375000 Penalty: 2796.617188
	Iteration 11Q: 3 clusters Score -1524336 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1524754.125000 Penalty: 2796.617188
	Iteration 12Q: 3 clusters Score -1524754 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1525109.875000 Penalty: 2796.617188
	Iteration 13Q: 3 clusters Score -1525110 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1525331.500000 Penalty: 2796.617188
	Iteration 14Q: 3 clusters Score -1525332 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1525520.125000 Penalty: 2796.617188
	Iteration 15Q: 3 clusters Score -1525520 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1525658.125000 Penalty: 2796.617188
	Iteration 16Q: 3 clusters Score -1525658 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1525739.375000 Penalty: 2796.617188
	Iteration 17Q: 3 clusters Score -1525739 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1525781.625000 Penalty: 2796.617188
	Iteration 18Q: 3 clusters Score -1525782 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1525812.875000 Penalty: 2796.617188
	Iteration 19Q: 3 clusters Score -1525813 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1525831.500000 Penalty: 2796.617188
	Iteration 20F: 3 clusters Score -1525832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1525839.500000 Penalty: 2796.617188
	Iteration 21Q: 3 clusters Score -1525840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1525847.375000 Penalty: 2796.617188
	Iteration 22Q: 3 clusters Score -1525847 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1525855.625000 Penalty: 2796.617188
	Iteration 23Q: 3 clusters Score -1525856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1525859.625000 Penalty: 2796.617188
	Iteration 24Q: 3 clusters Score -1525860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1525860.000000 Penalty: 2796.617188
	Iteration 25Q: 3 clusters Score -1525860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1525863.625000 Penalty: 2796.617188
	Iteration 26Q: 3 clusters Score -1525864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1525864.125000 Penalty: 2796.617188
	Iteration 27Q: 3 clusters Score -1525864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1525864.125000 Penalty: 2796.617188
	Iteration 28F: 3 clusters Score -1525864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Entering Unmasked Estep 
Score: -13132.311523 Penalty: 781.538330
	Iteration 0F: 2 clusters Score -13132.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -12684.903320 Penalty: 1563.076660
	Iteration 0F: 3 clusters Score -12684.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -12888.676758 Penalty: 1563.076660
	Iteration 1F: 3 clusters Score -12888.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -12940.995117 Penalty: 1563.076660
	Iteration 2Q: 3 clusters Score -12941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -12952.904297 Penalty: 1563.076660
	Iteration 3Q: 3 clusters Score -12952.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -12952.904297 Penalty: 1563.076660
	Iteration 4F: 3 clusters Score -12952.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (24936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24936 members 
Entering Unmasked Estep 
Score: -2920997.750000 Penalty: 1506.461426
	Iteration 0F: 2 clusters Score -2920998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -2904851.250000 Penalty: 3012.922852
	Iteration 0F: 3 clusters Score -2904851 nChanged 11026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -2910819.500000 Penalty: 3012.922852
	Iteration 1F: 3 clusters Score -2910820 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -2911299.250000 Penalty: 3012.922852
	Iteration 2F: 3 clusters Score -2911299 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -2911768.000000 Penalty: 3012.922852
	Iteration 3Q: 3 clusters Score -2911768 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -2912231.000000 Penalty: 3012.922852
	Iteration 4Q: 3 clusters Score -2912231 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -2912748.750000 Penalty: 3012.922852
	Iteration 5Q: 3 clusters Score -2912749 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -2913370.000000 Penalty: 3012.922852
	Iteration 6Q: 3 clusters Score -2913370 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -2914040.250000 Penalty: 3012.922852
	Iteration 7F: 3 clusters Score -2914040 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -2914766.750000 Penalty: 3012.922852
	Iteration 8F: 3 clusters Score -2914767 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -2915553.250000 Penalty: 3012.922852
	Iteration 9F: 3 clusters Score -2915553 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -2916420.250000 Penalty: 3012.922852
	Iteration 10F: 3 clusters Score -2916420 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -2917267.500000 Penalty: 3012.922852
	Iteration 11Q: 3 clusters Score -2917268 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -2918052.250000 Penalty: 3012.922852
	Iteration 12Q: 3 clusters Score -2918052 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 21318 members 
Entering Unmasked Estep 
Score: -2918795.000000 Penalty: 3012.922852
	Iteration 13Q: 3 clusters Score -2918795 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 22111 members 
Entering Unmasked Estep 
Score: -2919351.000000 Penalty: 3012.922852
	Iteration 14Q: 3 clusters Score -2919351 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 22677 members 
Entering Unmasked Estep 
Score: -2919738.250000 Penalty: 3012.922852
	Iteration 15Q: 3 clusters Score -2919738 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 23096 members 
Entering Unmasked Estep 
Score: -2919997.000000 Penalty: 3012.922852
	Iteration 16Q: 3 clusters Score -2919997 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 23370 members 
Entering Unmasked Estep 
Score: -2920157.250000 Penalty: 3012.922852
	Iteration 17Q: 3 clusters Score -2920157 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 23545 members 
Entering Unmasked Estep 
Score: -2920274.500000 Penalty: 3012.922852
	Iteration 18Q: 3 clusters Score -2920274 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 23650 members 
Entering Unmasked Estep 
Score: -2920380.250000 Penalty: 3012.922852
	Iteration 19Q: 3 clusters Score -2920380 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 23723 members 
Entering Unmasked Estep 
Score: -2920458.500000 Penalty: 3012.922852
	Iteration 20F: 3 clusters Score -2920458 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 23763 members 
Entering Unmasked Estep 
Score: -2920510.500000 Penalty: 3012.922852
	Iteration 21Q: 3 clusters Score -2920510 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 23781 members 
Entering Unmasked Estep 
Score: -2920522.750000 Penalty: 3012.922852
	Iteration 22Q: 3 clusters Score -2920523 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 23784 members 
Entering Unmasked Estep 
Score: -2920536.750000 Penalty: 3012.922852
	Iteration 23Q: 3 clusters Score -2920537 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 23793 members 
Entering Unmasked Estep 
Score: -2920540.500000 Penalty: 3012.922852
	Iteration 24Q: 3 clusters Score -2920540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 23796 members 
Entering Unmasked Estep 
Score: -2920548.500000 Penalty: 3012.922852
	Iteration 25Q: 3 clusters Score -2920548 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 23802 members 
Entering Unmasked Estep 
Score: -2920554.250000 Penalty: 3012.922852
	Iteration 26Q: 3 clusters Score -2920554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 23803 members 
Entering Unmasked Estep 
Score: -2920560.750000 Penalty: 3012.922852
	Iteration 27Q: 3 clusters Score -2920561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 23802 members 
Entering Unmasked Estep 
Score: -2920562.250000 Penalty: 3012.922852
	Iteration 28Q: 3 clusters Score -2920562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 23804 members 
Entering Unmasked Estep 
Score: -2920562.750000 Penalty: 3012.922852
	Iteration 29Q: 3 clusters Score -2920563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 23807 members 
Entering Unmasked Estep 
Score: -2920563.500000 Penalty: 3012.922852
	Iteration 30Q: 3 clusters Score -2920564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 23806 members 
Entering Unmasked Estep 
Score: -2920562.750000 Penalty: 3012.922852
	Iteration 31Q: 3 clusters Score -2920563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 23806 members 
Entering Unmasked Estep 
Score: -2920562.750000 Penalty: 3012.922852
	Iteration 32F: 3 clusters Score -2920563 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (24228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24228 members 
Entering Unmasked Estep 
Score: -3024032.000000 Penalty: 1502.175415
	Iteration 0F: 2 clusters Score -3024032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -3008195.500000 Penalty: 3004.350830
	Iteration 0F: 3 clusters Score -3008196 nChanged 10722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -3014114.250000 Penalty: 3004.350830
	Iteration 1F: 3 clusters Score -3014114 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -3014510.000000 Penalty: 3004.350830
	Iteration 2Q: 3 clusters Score -3014510 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -3014830.000000 Penalty: 3004.350830
	Iteration 3Q: 3 clusters Score -3014830 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -3015078.750000 Penalty: 3004.350830
	Iteration 4Q: 3 clusters Score -3015079 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -3015302.000000 Penalty: 3004.350830
	Iteration 5Q: 3 clusters Score -3015302 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -3015529.750000 Penalty: 3004.350830
	Iteration 6Q: 3 clusters Score -3015530 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -3015749.000000 Penalty: 3004.350830
	Iteration 7Q: 3 clusters Score -3015749 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -3016024.250000 Penalty: 3004.350830
	Iteration 8Q: 3 clusters Score -3016024 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -3016289.500000 Penalty: 3004.350830
	Iteration 9Q: 3 clusters Score -3016290 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -3016624.500000 Penalty: 3004.350830
	Iteration 10Q: 3 clusters Score -3016624 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -3016983.500000 Penalty: 3004.350830
	Iteration 11Q: 3 clusters Score -3016984 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -3017484.500000 Penalty: 3004.350830
	Iteration 12Q: 3 clusters Score -3017484 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -3018110.250000 Penalty: 3004.350830
	Iteration 13Q: 3 clusters Score -3018110 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -3018852.750000 Penalty: 3004.350830
	Iteration 14Q: 3 clusters Score -3018853 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -3019652.000000 Penalty: 3004.350830
	Iteration 15Q: 3 clusters Score -3019652 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -3020500.500000 Penalty: 3004.350830
	Iteration 16Q: 3 clusters Score -3020500 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -3021127.500000 Penalty: 3004.350830
	Iteration 17Q: 3 clusters Score -3021128 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -3021584.750000 Penalty: 3004.350830
	Iteration 18Q: 3 clusters Score -3021585 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20441 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -3021862.250000 Penalty: 3004.350830
	Iteration 19Q: 3 clusters Score -3021862 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -3022040.750000 Penalty: 3004.350830
	Iteration 20F: 3 clusters Score -3022041 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20943 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -3022167.250000 Penalty: 3004.350830
	Iteration 21Q: 3 clusters Score -3022167 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -3022270.750000 Penalty: 3004.350830
	Iteration 22Q: 3 clusters Score -3022271 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -3022357.500000 Penalty: 3004.350830
	Iteration 23Q: 3 clusters Score -3022358 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21563 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -3022427.750000 Penalty: 3004.350830
	Iteration 24Q: 3 clusters Score -3022428 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -3022507.750000 Penalty: 3004.350830
	Iteration 25Q: 3 clusters Score -3022508 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21864 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -3022558.750000 Penalty: 3004.350830
	Iteration 26Q: 3 clusters Score -3022559 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -3022606.500000 Penalty: 3004.350830
	Iteration 27Q: 3 clusters Score -3022606 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -3022635.750000 Penalty: 3004.350830
	Iteration 28Q: 3 clusters Score -3022636 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22186 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -3022668.250000 Penalty: 3004.350830
	Iteration 29Q: 3 clusters Score -3022668 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -3022704.000000 Penalty: 3004.350830
	Iteration 30Q: 3 clusters Score -3022704 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22341 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -3022740.500000 Penalty: 3004.350830
	Iteration 31Q: 3 clusters Score -3022740 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22401 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -3022762.750000 Penalty: 3004.350830
	Iteration 32Q: 3 clusters Score -3022763 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22457 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -3022774.000000 Penalty: 3004.350830
	Iteration 33Q: 3 clusters Score -3022774 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22505 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -3022791.000000 Penalty: 3004.350830
	Iteration 34Q: 3 clusters Score -3022791 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22551 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -3022815.000000 Penalty: 3004.350830
	Iteration 35Q: 3 clusters Score -3022815 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -3022826.750000 Penalty: 3004.350830
	Iteration 36Q: 3 clusters Score -3022827 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -3022850.000000 Penalty: 3004.350830
	Iteration 37Q: 3 clusters Score -3022850 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22662 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -3022855.750000 Penalty: 3004.350830
	Iteration 38Q: 3 clusters Score -3022856 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22704 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -3022871.750000 Penalty: 3004.350830
	Iteration 39Q: 3 clusters Score -3022872 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22744 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -3022892.000000 Penalty: 3004.350830
	Iteration 40F: 3 clusters Score -3022892 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -3022901.750000 Penalty: 3004.350830
	Iteration 41Q: 3 clusters Score -3022902 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22806 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -3022919.250000 Penalty: 3004.350830
	Iteration 42Q: 3 clusters Score -3022919 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22835 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -3022935.750000 Penalty: 3004.350830
	Iteration 43Q: 3 clusters Score -3022936 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -3022944.000000 Penalty: 3004.350830
	Iteration 44Q: 3 clusters Score -3022944 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22883 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -3022950.250000 Penalty: 3004.350830
	Iteration 45Q: 3 clusters Score -3022950 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22911 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -3022975.500000 Penalty: 3004.350830
	Iteration 46Q: 3 clusters Score -3022976 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22944 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -3022995.500000 Penalty: 3004.350830
	Iteration 47Q: 3 clusters Score -3022996 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -3023020.750000 Penalty: 3004.350830
	Iteration 48Q: 3 clusters Score -3023021 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -3023060.750000 Penalty: 3004.350830
	Iteration 49Q: 3 clusters Score -3023061 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23058 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -3023164.750000 Penalty: 3004.350830
	Iteration 50Q: 3 clusters Score -3023165 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23107 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -3023564.750000 Penalty: 3004.350830
	Iteration 51Q: 3 clusters Score -3023565 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -3023819.750000 Penalty: 3004.350830
	Iteration 52Q: 3 clusters Score -3023820 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -3023942.750000 Penalty: 3004.350830
	Iteration 53Q: 3 clusters Score -3023943 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -3024035.750000 Penalty: 3004.350830
	Iteration 54Q: 3 clusters Score -3024036 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -3024149.000000 Penalty: 3004.350830
	Iteration 55Q: 3 clusters Score -3024149 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -3024280.000000 Penalty: 3004.350830
	Iteration 56Q: 3 clusters Score -3024280 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22262 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -3024432.250000 Penalty: 3004.350830
	Iteration 57Q: 3 clusters Score -3024432 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22026 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -3024608.500000 Penalty: 3004.350830
	Iteration 58Q: 3 clusters Score -3024608 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -3024766.750000 Penalty: 3004.350830
	Iteration 59Q: 3 clusters Score -3024767 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -3024992.000000 Penalty: 3004.350830
	Iteration 60F: 3 clusters Score -3024992 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -3025245.750000 Penalty: 3004.350830
	Iteration 61Q: 3 clusters Score -3025246 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -3025596.000000 Penalty: 3004.350830
	Iteration 62Q: 3 clusters Score -3025596 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -3025916.000000 Penalty: 3004.350830
	Iteration 63Q: 3 clusters Score -3025916 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -3026280.750000 Penalty: 3004.350830
	Iteration 64Q: 3 clusters Score -3026281 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -3026593.750000 Penalty: 3004.350830
	Iteration 65Q: 3 clusters Score -3026594 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -3026804.250000 Penalty: 3004.350830
	Iteration 66Q: 3 clusters Score -3026804 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -3026933.250000 Penalty: 3004.350830
	Iteration 67Q: 3 clusters Score -3026933 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -3027000.000000 Penalty: 3004.350830
	Iteration 68Q: 3 clusters Score -3027000 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -3027023.500000 Penalty: 3004.350830
	Iteration 69Q: 3 clusters Score -3027024 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -3027040.000000 Penalty: 3004.350830
	Iteration 70Q: 3 clusters Score -3027040 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -3027053.500000 Penalty: 3004.350830
	Iteration 71Q: 3 clusters Score -3027054 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -3027067.750000 Penalty: 3004.350830
	Iteration 72Q: 3 clusters Score -3027068 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -3027065.500000 Penalty: 3004.350830
	Iteration 73Q: 3 clusters Score -3027066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -3027067.250000 Penalty: 3004.350830
	Iteration 74Q: 3 clusters Score -3027067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -3027063.000000 Penalty: 3004.350830
	Iteration 75Q: 3 clusters Score -3027063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -3027065.000000 Penalty: 3004.350830
	Iteration 76Q: 3 clusters Score -3027065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -3027130.250000 Penalty: 3004.350830
	Iteration 77F: 3 clusters Score -3027130 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -3027172.000000 Penalty: 3004.350830
	Iteration 78Q: 3 clusters Score -3027172 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -3027179.500000 Penalty: 3004.350830
	Iteration 79Q: 3 clusters Score -3027180 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -3027189.250000 Penalty: 3004.350830
	Iteration 80F: 3 clusters Score -3027189 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -3027193.000000 Penalty: 3004.350830
	Iteration 81Q: 3 clusters Score -3027193 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -3027193.500000 Penalty: 3004.350830
	Iteration 82Q: 3 clusters Score -3027194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18129 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -3027197.750000 Penalty: 3004.350830
	Iteration 83Q: 3 clusters Score -3027198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -3027200.000000 Penalty: 3004.350830
	Iteration 84Q: 3 clusters Score -3027200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -3027200.000000 Penalty: 3004.350830
	Iteration 85F: 3 clusters Score -3027200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 62091 members 
Mstep: Class 2 contains 40744 members 
Mstep: Class 3 contains 10882 members 
Mstep: Class 4 contains 2569 members 
Mstep: Class 5 contains 67650 members 
Mstep: Class 6 contains 37416 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 5695 members 
Mstep: Class 9 contains 8416 members 
Mstep: Class 10 contains 9582 members 
Mstep: Class 11 contains 9293 members 
Mstep: Class 12 contains 2887 members 
Mstep: Class 13 contains 10873 members 
Mstep: Class 14 contains 1706 members 
Mstep: Class 15 contains 12055 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24936 members 
Mstep: Class 18 contains 18126 members 
Mstep: Class 19 contains 4981 members 
Mstep: Class 20 contains 35596 members 
Mstep: Class 21 contains 8952 members 
Mstep: Class 22 contains 5476 members 
Mstep: Class 23 contains 22151 members 
Mstep: Class 24 contains 5636 members 
Mstep: Class 25 contains 16283 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 54367 members 
Mstep: Class 28 contains 4799 members 
Mstep: Class 29 contains 422 members 
Mstep: Class 30 contains 35017 members 
Mstep: Class 31 contains 21743 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 44701 members 
Mstep: Class 34 contains 292 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 7573 members 
Mstep: Class 40 contains 58488 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 6102 members 
Entering Unmasked Estep 
Score: -81007472.000000 Penalty: 83809.710938
Splitting cluster 18 changes total score from -81005232.000000 to -81007472.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 19 (4981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Entering Unmasked Estep 
Score: -596393.312500 Penalty: 1266.791870
	Iteration 0F: 2 clusters Score -596393.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -592685.937500 Penalty: 2533.583740
	Iteration 0F: 3 clusters Score -592685.9 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -593764.625000 Penalty: 2533.583740
	Iteration 1F: 3 clusters Score -593764.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -593982.375000 Penalty: 2533.583740
	Iteration 2F: 3 clusters Score -593982.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -594125.750000 Penalty: 2533.583740
	Iteration 3Q: 3 clusters Score -594125.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -594229.750000 Penalty: 2533.583740
	Iteration 4Q: 3 clusters Score -594229.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -594305.625000 Penalty: 2533.583740
	Iteration 5Q: 3 clusters Score -594305.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -594357.500000 Penalty: 2533.583740
	Iteration 6Q: 3 clusters Score -594357.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -594399.750000 Penalty: 2533.583740
	Iteration 7Q: 3 clusters Score -594399.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -594430.937500 Penalty: 2533.583740
	Iteration 8Q: 3 clusters Score -594430.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -594455.875000 Penalty: 2533.583740
	Iteration 9Q: 3 clusters Score -594455.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -594487.250000 Penalty: 2533.583740
	Iteration 10Q: 3 clusters Score -594487.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -594514.375000 Penalty: 2533.583740
	Iteration 11Q: 3 clusters Score -594514.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -594540.375000 Penalty: 2533.583740
	Iteration 12Q: 3 clusters Score -594540.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -594565.250000 Penalty: 2533.583740
	Iteration 13Q: 3 clusters Score -594565.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -594594.437500 Penalty: 2533.583740
	Iteration 14Q: 3 clusters Score -594594.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -594625.875000 Penalty: 2533.583740
	Iteration 15Q: 3 clusters Score -594625.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -594652.187500 Penalty: 2533.583740
	Iteration 16Q: 3 clusters Score -594652.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -594679.125000 Penalty: 2533.583740
	Iteration 17Q: 3 clusters Score -594679.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -594698.062500 Penalty: 2533.583740
	Iteration 18Q: 3 clusters Score -594698.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -594716.812500 Penalty: 2533.583740
	Iteration 19Q: 3 clusters Score -594716.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -594737.000000 Penalty: 2533.583740
	Iteration 20F: 3 clusters Score -594737 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -594760.000000 Penalty: 2533.583740
	Iteration 21Q: 3 clusters Score -594760 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -594780.875000 Penalty: 2533.583740
	Iteration 22Q: 3 clusters Score -594780.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -594802.875000 Penalty: 2533.583740
	Iteration 23Q: 3 clusters Score -594802.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -594822.062500 Penalty: 2533.583740
	Iteration 24Q: 3 clusters Score -594822.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -594840.562500 Penalty: 2533.583740
	Iteration 25Q: 3 clusters Score -594840.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -594860.312500 Penalty: 2533.583740
	Iteration 26Q: 3 clusters Score -594860.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -594893.312500 Penalty: 2533.583740
	Iteration 27Q: 3 clusters Score -594893.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -594922.500000 Penalty: 2533.583740
	Iteration 28Q: 3 clusters Score -594922.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -594954.812500 Penalty: 2533.583740
	Iteration 29Q: 3 clusters Score -594954.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -594992.687500 Penalty: 2533.583740
	Iteration 30Q: 3 clusters Score -594992.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -595036.562500 Penalty: 2533.583740
	Iteration 31Q: 3 clusters Score -595036.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -595085.000000 Penalty: 2533.583740
	Iteration 32Q: 3 clusters Score -595085 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -595135.562500 Penalty: 2533.583740
	Iteration 33Q: 3 clusters Score -595135.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -595174.687500 Penalty: 2533.583740
	Iteration 34Q: 3 clusters Score -595174.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -595198.437500 Penalty: 2533.583740
	Iteration 35Q: 3 clusters Score -595198.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -595215.687500 Penalty: 2533.583740
	Iteration 36Q: 3 clusters Score -595215.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -595234.437500 Penalty: 2533.583740
	Iteration 37Q: 3 clusters Score -595234.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -595247.375000 Penalty: 2533.583740
	Iteration 38Q: 3 clusters Score -595247.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -595265.875000 Penalty: 2533.583740
	Iteration 39Q: 3 clusters Score -595265.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -595282.687500 Penalty: 2533.583740
	Iteration 40F: 3 clusters Score -595282.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -595294.250000 Penalty: 2533.583740
	Iteration 41Q: 3 clusters Score -595294.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -595301.937500 Penalty: 2533.583740
	Iteration 42Q: 3 clusters Score -595301.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -595306.062500 Penalty: 2533.583740
	Iteration 43Q: 3 clusters Score -595306.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -595312.375000 Penalty: 2533.583740
	Iteration 44Q: 3 clusters Score -595312.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -595323.562500 Penalty: 2533.583740
	Iteration 45Q: 3 clusters Score -595323.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -595332.062500 Penalty: 2533.583740
	Iteration 46Q: 3 clusters Score -595332.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -595343.562500 Penalty: 2533.583740
	Iteration 47Q: 3 clusters Score -595343.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -595354.250000 Penalty: 2533.583740
	Iteration 48Q: 3 clusters Score -595354.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -595356.562500 Penalty: 2533.583740
	Iteration 49Q: 3 clusters Score -595356.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -595365.250000 Penalty: 2533.583740
	Iteration 50Q: 3 clusters Score -595365.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -595369.625000 Penalty: 2533.583740
	Iteration 51Q: 3 clusters Score -595369.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -595375.000000 Penalty: 2533.583740
	Iteration 52Q: 3 clusters Score -595375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -595379.062500 Penalty: 2533.583740
	Iteration 53Q: 3 clusters Score -595379.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -595382.750000 Penalty: 2533.583740
	Iteration 54Q: 3 clusters Score -595382.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -595384.812500 Penalty: 2533.583740
	Iteration 55Q: 3 clusters Score -595384.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -595389.250000 Penalty: 2533.583740
	Iteration 56Q: 3 clusters Score -595389.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -595393.687500 Penalty: 2533.583740
	Iteration 57Q: 3 clusters Score -595393.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -595396.187500 Penalty: 2533.583740
	Iteration 58Q: 3 clusters Score -595396.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -595397.937500 Penalty: 2533.583740
	Iteration 59Q: 3 clusters Score -595397.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -595397.625000 Penalty: 2533.583740
	Iteration 60F: 3 clusters Score -595397.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -595398.187500 Penalty: 2533.583740
	Iteration 61Q: 3 clusters Score -595398.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -595400.687500 Penalty: 2533.583740
	Iteration 62Q: 3 clusters Score -595400.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -595402.437500 Penalty: 2533.583740
	Iteration 63Q: 3 clusters Score -595402.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -595404.000000 Penalty: 2533.583740
	Iteration 64Q: 3 clusters Score -595404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -595403.250000 Penalty: 2533.583740
	Iteration 65Q: 3 clusters Score -595403.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -595405.187500 Penalty: 2533.583740
	Iteration 66Q: 3 clusters Score -595405.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -595408.250000 Penalty: 2533.583740
	Iteration 67Q: 3 clusters Score -595408.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -595408.375000 Penalty: 2533.583740
	Iteration 68Q: 3 clusters Score -595408.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -595410.062500 Penalty: 2533.583740
	Iteration 69Q: 3 clusters Score -595410.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -595410.062500 Penalty: 2533.583740
	Iteration 70Q: 3 clusters Score -595410.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -595411.250000 Penalty: 2533.583740
	Iteration 71Q: 3 clusters Score -595411.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -595412.250000 Penalty: 2533.583740
	Iteration 72Q: 3 clusters Score -595412.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -595412.312500 Penalty: 2533.583740
	Iteration 73Q: 3 clusters Score -595412.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -595412.437500 Penalty: 2533.583740
	Iteration 74Q: 3 clusters Score -595412.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -595412.437500 Penalty: 2533.583740
	Iteration 75F: 3 clusters Score -595412.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (35596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35596 members 
Entering Unmasked Estep 
Score: -4472381.000000 Penalty: 1559.422241
	Iteration 0F: 2 clusters Score -4472381 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -4449044.000000 Penalty: 3118.844482
	Iteration 0F: 3 clusters Score -4449044 nChanged 16357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -4457782.500000 Penalty: 3118.844482
	Iteration 1F: 3 clusters Score -4457782 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -4458153.000000 Penalty: 3118.844482
	Iteration 2Q: 3 clusters Score -4458153 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -4458483.500000 Penalty: 3118.844482
	Iteration 3Q: 3 clusters Score -4458484 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -4458729.500000 Penalty: 3118.844482
	Iteration 4Q: 3 clusters Score -4458730 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -4459011.500000 Penalty: 3118.844482
	Iteration 5Q: 3 clusters Score -4459012 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
Score: -4459246.000000 Penalty: 3118.844482
	Iteration 6Q: 3 clusters Score -4459246 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
Score: -4459479.000000 Penalty: 3118.844482
	Iteration 7Q: 3 clusters Score -4459479 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -4459819.500000 Penalty: 3118.844482
	Iteration 8Q: 3 clusters Score -4459820 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -4460292.000000 Penalty: 3118.844482
	Iteration 9Q: 3 clusters Score -4460292 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -4460923.000000 Penalty: 3118.844482
	Iteration 10Q: 3 clusters Score -4460923 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 24611 members 
Entering Unmasked Estep 
Score: -4461867.500000 Penalty: 3118.844482
	Iteration 11Q: 3 clusters Score -4461868 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 26779 members 
Entering Unmasked Estep 
Score: -4463323.500000 Penalty: 3118.844482
	Iteration 12F: 3 clusters Score -4463324 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 29145 members 
Entering Unmasked Estep 
Score: -4465165.000000 Penalty: 3118.844482
	Iteration 13F: 3 clusters Score -4465165 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 31446 members 
Entering Unmasked Estep 
Score: -4467173.500000 Penalty: 3118.844482
	Iteration 14F: 3 clusters Score -4467174 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 33256 members 
Entering Unmasked Estep 
Score: -4468874.500000 Penalty: 3118.844482
	Iteration 15F: 3 clusters Score -4468874 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 34453 members 
Entering Unmasked Estep 
Score: -4470027.500000 Penalty: 3118.844482
	Iteration 16Q: 3 clusters Score -4470028 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 34987 members 
Entering Unmasked Estep 
Score: -4470540.500000 Penalty: 3118.844482
	Iteration 17Q: 3 clusters Score -4470540 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 35199 members 
Entering Unmasked Estep 
Score: -4470773.000000 Penalty: 3118.844482
	Iteration 18Q: 3 clusters Score -4470773 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 35295 members 
Entering Unmasked Estep 
Score: -4470903.000000 Penalty: 3118.844482
	Iteration 19Q: 3 clusters Score -4470903 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 35327 members 
Entering Unmasked Estep 
Score: -4470959.500000 Penalty: 3118.844482
	Iteration 20F: 3 clusters Score -4470960 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 35346 members 
Entering Unmasked Estep 
Score: -4471006.500000 Penalty: 3118.844482
	Iteration 21Q: 3 clusters Score -4471006 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 35365 members 
Entering Unmasked Estep 
Score: -4471056.000000 Penalty: 3118.844482
	Iteration 22Q: 3 clusters Score -4471056 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 35373 members 
Entering Unmasked Estep 
Score: -4471079.000000 Penalty: 3118.844482
	Iteration 23Q: 3 clusters Score -4471079 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 35380 members 
Entering Unmasked Estep 
Score: -4471080.500000 Penalty: 3118.844482
	Iteration 24Q: 3 clusters Score -4471080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 35382 members 
Entering Unmasked Estep 
Score: -4471089.000000 Penalty: 3118.844482
	Iteration 25Q: 3 clusters Score -4471089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 35383 members 
Entering Unmasked Estep 
Score: -4471095.500000 Penalty: 3118.844482
	Iteration 26Q: 3 clusters Score -4471096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 35386 members 
Entering Unmasked Estep 
Score: -4471103.000000 Penalty: 3118.844482
	Iteration 27Q: 3 clusters Score -4471103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 35387 members 
Entering Unmasked Estep 
Score: -4471113.000000 Penalty: 3118.844482
	Iteration 28Q: 3 clusters Score -4471113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 35390 members 
Entering Unmasked Estep 
Score: -4471118.000000 Penalty: 3118.844482
	Iteration 29Q: 3 clusters Score -4471118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 35393 members 
Entering Unmasked Estep 
Score: -4471121.500000 Penalty: 3118.844482
	Iteration 30Q: 3 clusters Score -4471122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 35394 members 
Entering Unmasked Estep 
Score: -4471127.000000 Penalty: 3118.844482
	Iteration 31Q: 3 clusters Score -4471127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 35394 members 
Entering Unmasked Estep 
Score: -4471127.000000 Penalty: 3118.844482
	Iteration 32F: 3 clusters Score -4471127 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Entering Unmasked Estep 
Score: -1132157.500000 Penalty: 1354.025269
	Iteration 0F: 2 clusters Score -1132158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1125998.500000 Penalty: 2708.050537
	Iteration 0F: 3 clusters Score -1125998 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1128011.375000 Penalty: 2708.050537
	Iteration 1F: 3 clusters Score -1128011 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1128288.375000 Penalty: 2708.050537
	Iteration 2F: 3 clusters Score -1128288 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1128453.750000 Penalty: 2708.050537
	Iteration 3Q: 3 clusters Score -1128454 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1128582.125000 Penalty: 2708.050537
	Iteration 4Q: 3 clusters Score -1128582 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1128667.125000 Penalty: 2708.050537
	Iteration 5Q: 3 clusters Score -1128667 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1128746.125000 Penalty: 2708.050537
	Iteration 6Q: 3 clusters Score -1128746 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1128819.375000 Penalty: 2708.050537
	Iteration 7Q: 3 clusters Score -1128819 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1128891.625000 Penalty: 2708.050537
	Iteration 8Q: 3 clusters Score -1128892 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1128970.500000 Penalty: 2708.050537
	Iteration 9Q: 3 clusters Score -1128970 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1129051.625000 Penalty: 2708.050537
	Iteration 10Q: 3 clusters Score -1129052 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1129142.500000 Penalty: 2708.050537
	Iteration 11Q: 3 clusters Score -1129142 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1129231.875000 Penalty: 2708.050537
	Iteration 12Q: 3 clusters Score -1129232 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1129327.375000 Penalty: 2708.050537
	Iteration 13Q: 3 clusters Score -1129327 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1129419.875000 Penalty: 2708.050537
	Iteration 14Q: 3 clusters Score -1129420 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1129529.375000 Penalty: 2708.050537
	Iteration 15Q: 3 clusters Score -1129529 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1129658.125000 Penalty: 2708.050537
	Iteration 16Q: 3 clusters Score -1129658 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1129788.000000 Penalty: 2708.050537
	Iteration 17Q: 3 clusters Score -1129788 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1129943.000000 Penalty: 2708.050537
	Iteration 18Q: 3 clusters Score -1129943 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1130103.375000 Penalty: 2708.050537
	Iteration 19Q: 3 clusters Score -1130103 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1130263.000000 Penalty: 2708.050537
	Iteration 20F: 3 clusters Score -1130263 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1130438.750000 Penalty: 2708.050537
	Iteration 21Q: 3 clusters Score -1130439 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1130590.375000 Penalty: 2708.050537
	Iteration 22Q: 3 clusters Score -1130590 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1130710.500000 Penalty: 2708.050537
	Iteration 23Q: 3 clusters Score -1130710 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1130788.000000 Penalty: 2708.050537
	Iteration 24Q: 3 clusters Score -1130788 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1130858.250000 Penalty: 2708.050537
	Iteration 25Q: 3 clusters Score -1130858 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1130903.875000 Penalty: 2708.050537
	Iteration 26Q: 3 clusters Score -1130904 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1130937.875000 Penalty: 2708.050537
	Iteration 27Q: 3 clusters Score -1130938 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1130959.250000 Penalty: 2708.050537
	Iteration 28Q: 3 clusters Score -1130959 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1130977.500000 Penalty: 2708.050537
	Iteration 29Q: 3 clusters Score -1130978 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1130997.375000 Penalty: 2708.050537
	Iteration 30Q: 3 clusters Score -1130997 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1131005.000000 Penalty: 2708.050537
	Iteration 31Q: 3 clusters Score -1131005 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1131015.125000 Penalty: 2708.050537
	Iteration 32Q: 3 clusters Score -1131015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1131022.125000 Penalty: 2708.050537
	Iteration 33Q: 3 clusters Score -1131022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1131023.000000 Penalty: 2708.050537
	Iteration 34Q: 3 clusters Score -1131023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1131030.125000 Penalty: 2708.050537
	Iteration 35Q: 3 clusters Score -1131030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1131034.000000 Penalty: 2708.050537
	Iteration 36Q: 3 clusters Score -1131034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1131038.000000 Penalty: 2708.050537
	Iteration 37Q: 3 clusters Score -1131038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1131041.875000 Penalty: 2708.050537
	Iteration 38Q: 3 clusters Score -1131042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1131041.625000 Penalty: 2708.050537
	Iteration 39Q: 3 clusters Score -1131042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1131046.000000 Penalty: 2708.050537
	Iteration 40F: 3 clusters Score -1131046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1131050.625000 Penalty: 2708.050537
	Iteration 41Q: 3 clusters Score -1131051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1131052.875000 Penalty: 2708.050537
	Iteration 42Q: 3 clusters Score -1131053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1131054.500000 Penalty: 2708.050537
	Iteration 43Q: 3 clusters Score -1131054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1131055.500000 Penalty: 2708.050537
	Iteration 44Q: 3 clusters Score -1131056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1131057.625000 Penalty: 2708.050537
	Iteration 45Q: 3 clusters Score -1131058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1131057.000000 Penalty: 2708.050537
	Iteration 46Q: 3 clusters Score -1131057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1131059.250000 Penalty: 2708.050537
	Iteration 47Q: 3 clusters Score -1131059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1131064.375000 Penalty: 2708.050537
	Iteration 48Q: 3 clusters Score -1131064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1131067.875000 Penalty: 2708.050537
	Iteration 49Q: 3 clusters Score -1131068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1131067.875000 Penalty: 2708.050537
	Iteration 50F: 3 clusters Score -1131068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Entering Unmasked Estep 
Score: -654702.000000 Penalty: 1280.889893
	Iteration 0F: 2 clusters Score -654702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -650708.687500 Penalty: 2561.779785
	Iteration 0F: 3 clusters Score -650708.7 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -651891.687500 Penalty: 2561.779785
	Iteration 1F: 3 clusters Score -651891.7 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -652145.687500 Penalty: 2561.779785
	Iteration 2F: 3 clusters Score -652145.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -652304.312500 Penalty: 2561.779785
	Iteration 3F: 3 clusters Score -652304.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -652419.500000 Penalty: 2561.779785
	Iteration 4Q: 3 clusters Score -652419.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -652509.687500 Penalty: 2561.779785
	Iteration 5Q: 3 clusters Score -652509.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -652582.562500 Penalty: 2561.779785
	Iteration 6Q: 3 clusters Score -652582.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -652636.687500 Penalty: 2561.779785
	Iteration 7Q: 3 clusters Score -652636.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -652673.875000 Penalty: 2561.779785
	Iteration 8Q: 3 clusters Score -652673.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -652707.187500 Penalty: 2561.779785
	Iteration 9Q: 3 clusters Score -652707.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -652742.875000 Penalty: 2561.779785
	Iteration 10Q: 3 clusters Score -652742.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -652774.562500 Penalty: 2561.779785
	Iteration 11Q: 3 clusters Score -652774.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -652798.625000 Penalty: 2561.779785
	Iteration 12Q: 3 clusters Score -652798.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -652823.937500 Penalty: 2561.779785
	Iteration 13Q: 3 clusters Score -652823.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -652847.687500 Penalty: 2561.779785
	Iteration 14Q: 3 clusters Score -652847.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -652872.937500 Penalty: 2561.779785
	Iteration 15Q: 3 clusters Score -652872.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -652889.500000 Penalty: 2561.779785
	Iteration 16Q: 3 clusters Score -652889.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -652905.312500 Penalty: 2561.779785
	Iteration 17Q: 3 clusters Score -652905.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -652917.437500 Penalty: 2561.779785
	Iteration 18Q: 3 clusters Score -652917.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -652925.312500 Penalty: 2561.779785
	Iteration 19Q: 3 clusters Score -652925.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -652937.625000 Penalty: 2561.779785
	Iteration 20F: 3 clusters Score -652937.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -652950.125000 Penalty: 2561.779785
	Iteration 21Q: 3 clusters Score -652950.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -652958.437500 Penalty: 2561.779785
	Iteration 22Q: 3 clusters Score -652958.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -652972.187500 Penalty: 2561.779785
	Iteration 23Q: 3 clusters Score -652972.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -652986.812500 Penalty: 2561.779785
	Iteration 24Q: 3 clusters Score -652986.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -653002.875000 Penalty: 2561.779785
	Iteration 25Q: 3 clusters Score -653002.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -653019.375000 Penalty: 2561.779785
	Iteration 26Q: 3 clusters Score -653019.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -653044.812500 Penalty: 2561.779785
	Iteration 27Q: 3 clusters Score -653044.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -653068.937500 Penalty: 2561.779785
	Iteration 28Q: 3 clusters Score -653068.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -653110.437500 Penalty: 2561.779785
	Iteration 29Q: 3 clusters Score -653110.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -653171.312500 Penalty: 2561.779785
	Iteration 30Q: 3 clusters Score -653171.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -653241.562500 Penalty: 2561.779785
	Iteration 31Q: 3 clusters Score -653241.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -653325.375000 Penalty: 2561.779785
	Iteration 32Q: 3 clusters Score -653325.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -653425.562500 Penalty: 2561.779785
	Iteration 33Q: 3 clusters Score -653425.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -653519.187500 Penalty: 2561.779785
	Iteration 34Q: 3 clusters Score -653519.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -653604.187500 Penalty: 2561.779785
	Iteration 35Q: 3 clusters Score -653604.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -653672.312500 Penalty: 2561.779785
	Iteration 36Q: 3 clusters Score -653672.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -653739.312500 Penalty: 2561.779785
	Iteration 37Q: 3 clusters Score -653739.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -653788.875000 Penalty: 2561.779785
	Iteration 38Q: 3 clusters Score -653788.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -653819.187500 Penalty: 2561.779785
	Iteration 39Q: 3 clusters Score -653819.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -653851.125000 Penalty: 2561.779785
	Iteration 40F: 3 clusters Score -653851.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -653870.625000 Penalty: 2561.779785
	Iteration 41Q: 3 clusters Score -653870.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -653883.375000 Penalty: 2561.779785
	Iteration 42Q: 3 clusters Score -653883.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -653893.937500 Penalty: 2561.779785
	Iteration 43Q: 3 clusters Score -653893.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -653899.562500 Penalty: 2561.779785
	Iteration 44Q: 3 clusters Score -653899.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -653905.812500 Penalty: 2561.779785
	Iteration 45Q: 3 clusters Score -653905.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -653909.750000 Penalty: 2561.779785
	Iteration 46Q: 3 clusters Score -653909.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -653916.125000 Penalty: 2561.779785
	Iteration 47Q: 3 clusters Score -653916.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -653923.062500 Penalty: 2561.779785
	Iteration 48Q: 3 clusters Score -653923.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -653931.062500 Penalty: 2561.779785
	Iteration 49Q: 3 clusters Score -653931.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -653938.500000 Penalty: 2561.779785
	Iteration 50Q: 3 clusters Score -653938.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -653948.562500 Penalty: 2561.779785
	Iteration 51Q: 3 clusters Score -653948.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -653959.187500 Penalty: 2561.779785
	Iteration 52Q: 3 clusters Score -653959.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -653966.687500 Penalty: 2561.779785
	Iteration 53Q: 3 clusters Score -653966.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -653970.187500 Penalty: 2561.779785
	Iteration 54Q: 3 clusters Score -653970.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -653975.875000 Penalty: 2561.779785
	Iteration 55Q: 3 clusters Score -653975.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -653978.750000 Penalty: 2561.779785
	Iteration 56Q: 3 clusters Score -653978.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -653982.937500 Penalty: 2561.779785
	Iteration 57Q: 3 clusters Score -653982.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -653989.375000 Penalty: 2561.779785
	Iteration 58Q: 3 clusters Score -653989.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -653994.187500 Penalty: 2561.779785
	Iteration 59Q: 3 clusters Score -653994.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -653996.937500 Penalty: 2561.779785
	Iteration 60F: 3 clusters Score -653996.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -654000.437500 Penalty: 2561.779785
	Iteration 61Q: 3 clusters Score -654000.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -654002.812500 Penalty: 2561.779785
	Iteration 62Q: 3 clusters Score -654002.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -654005.750000 Penalty: 2561.779785
	Iteration 63Q: 3 clusters Score -654005.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -654010.250000 Penalty: 2561.779785
	Iteration 64Q: 3 clusters Score -654010.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -654013.312500 Penalty: 2561.779785
	Iteration 65Q: 3 clusters Score -654013.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -654017.375000 Penalty: 2561.779785
	Iteration 66Q: 3 clusters Score -654017.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -654021.937500 Penalty: 2561.779785
	Iteration 67Q: 3 clusters Score -654021.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -654025.562500 Penalty: 2561.779785
	Iteration 68Q: 3 clusters Score -654025.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -654028.125000 Penalty: 2561.779785
	Iteration 69Q: 3 clusters Score -654028.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -654028.750000 Penalty: 2561.779785
	Iteration 70Q: 3 clusters Score -654028.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -654030.000000 Penalty: 2561.779785
	Iteration 71Q: 3 clusters Score -654030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -654030.562500 Penalty: 2561.779785
	Iteration 72Q: 3 clusters Score -654030.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -654031.187500 Penalty: 2561.779785
	Iteration 73Q: 3 clusters Score -654031.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -654031.000000 Penalty: 2561.779785
	Iteration 74Q: 3 clusters Score -654031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -654033.687500 Penalty: 2561.779785
	Iteration 75Q: 3 clusters Score -654033.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -654034.000000 Penalty: 2561.779785
	Iteration 76Q: 3 clusters Score -654034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -654035.125000 Penalty: 2561.779785
	Iteration 77Q: 3 clusters Score -654035.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -654036.125000 Penalty: 2561.779785
	Iteration 78Q: 3 clusters Score -654036.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -654036.687500 Penalty: 2561.779785
	Iteration 79Q: 3 clusters Score -654036.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -654036.125000 Penalty: 2561.779785
	Iteration 80F: 3 clusters Score -654036.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -654037.125000 Penalty: 2561.779785
	Iteration 81Q: 3 clusters Score -654037.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -654038.062500 Penalty: 2561.779785
	Iteration 82Q: 3 clusters Score -654038.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -654039.125000 Penalty: 2561.779785
	Iteration 83Q: 3 clusters Score -654039.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -654039.187500 Penalty: 2561.779785
	Iteration 84Q: 3 clusters Score -654039.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -654039.187500 Penalty: 2561.779785
	Iteration 85F: 3 clusters Score -654039.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (22151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Entering Unmasked Estep 
Score: -2802386.500000 Penalty: 1488.838989
	Iteration 0F: 2 clusters Score -2802386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -2787891.000000 Penalty: 2977.677979
	Iteration 0F: 3 clusters Score -2787891 nChanged 9727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -2793042.000000 Penalty: 2977.677979
	Iteration 1F: 3 clusters Score -2793042 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -2793413.000000 Penalty: 2977.677979
	Iteration 2Q: 3 clusters Score -2793413 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -2793740.000000 Penalty: 2977.677979
	Iteration 3Q: 3 clusters Score -2793740 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -2794035.500000 Penalty: 2977.677979
	Iteration 4Q: 3 clusters Score -2794036 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -2794353.000000 Penalty: 2977.677979
	Iteration 5Q: 3 clusters Score -2794353 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -2794740.250000 Penalty: 2977.677979
	Iteration 6Q: 3 clusters Score -2794740 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -2795219.250000 Penalty: 2977.677979
	Iteration 7Q: 3 clusters Score -2795219 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -2795874.500000 Penalty: 2977.677979
	Iteration 8Q: 3 clusters Score -2795874 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -2796616.250000 Penalty: 2977.677979
	Iteration 9Q: 3 clusters Score -2796616 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -2797350.000000 Penalty: 2977.677979
	Iteration 10Q: 3 clusters Score -2797350 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -2798093.250000 Penalty: 2977.677979
	Iteration 11Q: 3 clusters Score -2798093 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -2798751.000000 Penalty: 2977.677979
	Iteration 12Q: 3 clusters Score -2798751 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -2799303.250000 Penalty: 2977.677979
	Iteration 13Q: 3 clusters Score -2799303 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -2799769.250000 Penalty: 2977.677979
	Iteration 14Q: 3 clusters Score -2799769 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -2800155.750000 Penalty: 2977.677979
	Iteration 15Q: 3 clusters Score -2800156 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -2800455.500000 Penalty: 2977.677979
	Iteration 16Q: 3 clusters Score -2800456 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -2800722.250000 Penalty: 2977.677979
	Iteration 17Q: 3 clusters Score -2800722 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -2800916.750000 Penalty: 2977.677979
	Iteration 18Q: 3 clusters Score -2800917 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -2801068.500000 Penalty: 2977.677979
	Iteration 19Q: 3 clusters Score -2801068 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -2801170.250000 Penalty: 2977.677979
	Iteration 20F: 3 clusters Score -2801170 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -2801257.750000 Penalty: 2977.677979
	Iteration 21Q: 3 clusters Score -2801258 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -2801318.000000 Penalty: 2977.677979
	Iteration 22Q: 3 clusters Score -2801318 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -2801379.500000 Penalty: 2977.677979
	Iteration 23Q: 3 clusters Score -2801380 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -2801436.750000 Penalty: 2977.677979
	Iteration 24Q: 3 clusters Score -2801437 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2801472.000000 Penalty: 2977.677979
	Iteration 25Q: 3 clusters Score -2801472 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -2801497.500000 Penalty: 2977.677979
	Iteration 26Q: 3 clusters Score -2801498 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2801525.250000 Penalty: 2977.677979
	Iteration 27Q: 3 clusters Score -2801525 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2801544.750000 Penalty: 2977.677979
	Iteration 28Q: 3 clusters Score -2801545 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2801555.500000 Penalty: 2977.677979
	Iteration 29Q: 3 clusters Score -2801556 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2801572.500000 Penalty: 2977.677979
	Iteration 30Q: 3 clusters Score -2801572 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2801579.500000 Penalty: 2977.677979
	Iteration 31Q: 3 clusters Score -2801580 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2801579.500000 Penalty: 2977.677979
	Iteration 32Q: 3 clusters Score -2801580 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2801585.250000 Penalty: 2977.677979
	Iteration 33Q: 3 clusters Score -2801585 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2801590.000000 Penalty: 2977.677979
	Iteration 34Q: 3 clusters Score -2801590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2801590.250000 Penalty: 2977.677979
	Iteration 35Q: 3 clusters Score -2801590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -2801597.250000 Penalty: 2977.677979
	Iteration 36Q: 3 clusters Score -2801597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20680 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2801600.000000 Penalty: 2977.677979
	Iteration 37Q: 3 clusters Score -2801600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20686 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2801602.000000 Penalty: 2977.677979
	Iteration 38Q: 3 clusters Score -2801602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20691 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2801606.250000 Penalty: 2977.677979
	Iteration 39Q: 3 clusters Score -2801606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2801604.750000 Penalty: 2977.677979
	Iteration 40F: 3 clusters Score -2801605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -2801603.500000 Penalty: 2977.677979
	Iteration 41Q: 3 clusters Score -2801604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2801606.500000 Penalty: 2977.677979
	Iteration 42Q: 3 clusters Score -2801606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -2801609.250000 Penalty: 2977.677979
	Iteration 43Q: 3 clusters Score -2801609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2801610.500000 Penalty: 2977.677979
	Iteration 44Q: 3 clusters Score -2801610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -2801614.750000 Penalty: 2977.677979
	Iteration 45Q: 3 clusters Score -2801615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2801617.500000 Penalty: 2977.677979
	Iteration 46Q: 3 clusters Score -2801618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20722 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2801618.250000 Penalty: 2977.677979
	Iteration 47Q: 3 clusters Score -2801618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2801620.250000 Penalty: 2977.677979
	Iteration 48Q: 3 clusters Score -2801620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2801621.750000 Penalty: 2977.677979
	Iteration 49Q: 3 clusters Score -2801622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2801624.250000 Penalty: 2977.677979
	Iteration 50Q: 3 clusters Score -2801624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2801623.750000 Penalty: 2977.677979
	Iteration 51Q: 3 clusters Score -2801624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2801626.500000 Penalty: 2977.677979
	Iteration 52Q: 3 clusters Score -2801626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2801628.500000 Penalty: 2977.677979
	Iteration 53Q: 3 clusters Score -2801628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -2801633.250000 Penalty: 2977.677979
	Iteration 54Q: 3 clusters Score -2801633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2801636.000000 Penalty: 2977.677979
	Iteration 55Q: 3 clusters Score -2801636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2801636.000000 Penalty: 2977.677979
	Iteration 56F: 3 clusters Score -2801636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Entering Unmasked Estep 
Score: -660733.312500 Penalty: 1285.175171
	Iteration 0F: 2 clusters Score -660733.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -656609.562500 Penalty: 2570.350342
	Iteration 0F: 3 clusters Score -656609.6 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -657855.937500 Penalty: 2570.350342
	Iteration 1F: 3 clusters Score -657855.9 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -658100.750000 Penalty: 2570.350342
	Iteration 2F: 3 clusters Score -658100.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -658292.937500 Penalty: 2570.350342
	Iteration 3F: 3 clusters Score -658292.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -658479.500000 Penalty: 2570.350342
	Iteration 4Q: 3 clusters Score -658479.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -658679.187500 Penalty: 2570.350342
	Iteration 5Q: 3 clusters Score -658679.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -658875.437500 Penalty: 2570.350342
	Iteration 6Q: 3 clusters Score -658875.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -659070.875000 Penalty: 2570.350342
	Iteration 7Q: 3 clusters Score -659070.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -659248.500000 Penalty: 2570.350342
	Iteration 8Q: 3 clusters Score -659248.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -659453.937500 Penalty: 2570.350342
	Iteration 9Q: 3 clusters Score -659453.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -659664.812500 Penalty: 2570.350342
	Iteration 10Q: 3 clusters Score -659664.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -659813.937500 Penalty: 2570.350342
	Iteration 11Q: 3 clusters Score -659813.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -659929.625000 Penalty: 2570.350342
	Iteration 12Q: 3 clusters Score -659929.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -660011.375000 Penalty: 2570.350342
	Iteration 13Q: 3 clusters Score -660011.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -660080.500000 Penalty: 2570.350342
	Iteration 14Q: 3 clusters Score -660080.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -660136.500000 Penalty: 2570.350342
	Iteration 15Q: 3 clusters Score -660136.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -660183.562500 Penalty: 2570.350342
	Iteration 16Q: 3 clusters Score -660183.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -660221.437500 Penalty: 2570.350342
	Iteration 17Q: 3 clusters Score -660221.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -660248.812500 Penalty: 2570.350342
	Iteration 18Q: 3 clusters Score -660248.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -660265.812500 Penalty: 2570.350342
	Iteration 19Q: 3 clusters Score -660265.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -660281.625000 Penalty: 2570.350342
	Iteration 20F: 3 clusters Score -660281.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -660291.500000 Penalty: 2570.350342
	Iteration 21Q: 3 clusters Score -660291.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -660297.187500 Penalty: 2570.350342
	Iteration 22Q: 3 clusters Score -660297.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -660303.000000 Penalty: 2570.350342
	Iteration 23Q: 3 clusters Score -660303 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -660308.937500 Penalty: 2570.350342
	Iteration 24Q: 3 clusters Score -660308.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -660311.437500 Penalty: 2570.350342
	Iteration 25Q: 3 clusters Score -660311.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -660314.937500 Penalty: 2570.350342
	Iteration 26Q: 3 clusters Score -660314.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -660315.437500 Penalty: 2570.350342
	Iteration 27Q: 3 clusters Score -660315.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -660315.375000 Penalty: 2570.350342
	Iteration 28Q: 3 clusters Score -660315.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -660316.062500 Penalty: 2570.350342
	Iteration 29Q: 3 clusters Score -660316.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -660317.937500 Penalty: 2570.350342
	Iteration 30Q: 3 clusters Score -660317.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -660317.500000 Penalty: 2570.350342
	Iteration 31Q: 3 clusters Score -660317.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -660317.500000 Penalty: 2570.350342
	Iteration 32F: 3 clusters Score -660317.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (16283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Entering Unmasked Estep 
Score: -1963345.625000 Penalty: 1443.044067
	Iteration 0F: 2 clusters Score -1963346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1952591.500000 Penalty: 2886.088135
	Iteration 0F: 3 clusters Score -1952592 nChanged 7090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1956463.625000 Penalty: 2886.088135
	Iteration 1F: 3 clusters Score -1956464 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1956931.125000 Penalty: 2886.088135
	Iteration 2F: 3 clusters Score -1956931 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1957336.125000 Penalty: 2886.088135
	Iteration 3F: 3 clusters Score -1957336 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1957719.625000 Penalty: 2886.088135
	Iteration 4F: 3 clusters Score -1957720 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1958081.125000 Penalty: 2886.088135
	Iteration 5Q: 3 clusters Score -1958081 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1958459.750000 Penalty: 2886.088135
	Iteration 6Q: 3 clusters Score -1958460 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1958880.250000 Penalty: 2886.088135
	Iteration 7Q: 3 clusters Score -1958880 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1959300.000000 Penalty: 2886.088135
	Iteration 8Q: 3 clusters Score -1959300 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1959695.000000 Penalty: 2886.088135
	Iteration 9Q: 3 clusters Score -1959695 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -1960037.375000 Penalty: 2886.088135
	Iteration 10Q: 3 clusters Score -1960037 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1960310.375000 Penalty: 2886.088135
	Iteration 11Q: 3 clusters Score -1960310 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1960501.125000 Penalty: 2886.088135
	Iteration 12Q: 3 clusters Score -1960501 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1960634.375000 Penalty: 2886.088135
	Iteration 13Q: 3 clusters Score -1960634 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1960728.500000 Penalty: 2886.088135
	Iteration 14Q: 3 clusters Score -1960728 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -1960813.000000 Penalty: 2886.088135
	Iteration 15Q: 3 clusters Score -1960813 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1960900.875000 Penalty: 2886.088135
	Iteration 16Q: 3 clusters Score -1960901 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1960994.125000 Penalty: 2886.088135
	Iteration 17Q: 3 clusters Score -1960994 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1961099.750000 Penalty: 2886.088135
	Iteration 18Q: 3 clusters Score -1961100 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1961199.375000 Penalty: 2886.088135
	Iteration 19Q: 3 clusters Score -1961199 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1961294.125000 Penalty: 2886.088135
	Iteration 20F: 3 clusters Score -1961294 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1961387.375000 Penalty: 2886.088135
	Iteration 21Q: 3 clusters Score -1961387 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1961490.750000 Penalty: 2886.088135
	Iteration 22Q: 3 clusters Score -1961491 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1961598.250000 Penalty: 2886.088135
	Iteration 23Q: 3 clusters Score -1961598 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1961691.250000 Penalty: 2886.088135
	Iteration 24Q: 3 clusters Score -1961691 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1961777.875000 Penalty: 2886.088135
	Iteration 25Q: 3 clusters Score -1961778 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1961867.750000 Penalty: 2886.088135
	Iteration 26Q: 3 clusters Score -1961868 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1961961.750000 Penalty: 2886.088135
	Iteration 27Q: 3 clusters Score -1961962 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1962050.000000 Penalty: 2886.088135
	Iteration 28Q: 3 clusters Score -1962050 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1962106.750000 Penalty: 2886.088135
	Iteration 29Q: 3 clusters Score -1962107 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1962170.375000 Penalty: 2886.088135
	Iteration 30Q: 3 clusters Score -1962170 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1962245.125000 Penalty: 2886.088135
	Iteration 31Q: 3 clusters Score -1962245 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1962294.125000 Penalty: 2886.088135
	Iteration 32Q: 3 clusters Score -1962294 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -1962343.875000 Penalty: 2886.088135
	Iteration 33Q: 3 clusters Score -1962344 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1962382.875000 Penalty: 2886.088135
	Iteration 34Q: 3 clusters Score -1962383 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1962410.625000 Penalty: 2886.088135
	Iteration 35Q: 3 clusters Score -1962411 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1962425.500000 Penalty: 2886.088135
	Iteration 36Q: 3 clusters Score -1962426 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1962441.000000 Penalty: 2886.088135
	Iteration 37Q: 3 clusters Score -1962441 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1962444.500000 Penalty: 2886.088135
	Iteration 38Q: 3 clusters Score -1962444 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1962449.000000 Penalty: 2886.088135
	Iteration 39Q: 3 clusters Score -1962449 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1962446.500000 Penalty: 2886.088135
	Iteration 40F: 3 clusters Score -1962446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1962451.625000 Penalty: 2886.088135
	Iteration 41Q: 3 clusters Score -1962452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1962454.625000 Penalty: 2886.088135
	Iteration 42Q: 3 clusters Score -1962455 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1962455.250000 Penalty: 2886.088135
	Iteration 43Q: 3 clusters Score -1962455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1962455.125000 Penalty: 2886.088135
	Iteration 44Q: 3 clusters Score -1962455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1962455.250000 Penalty: 2886.088135
	Iteration 45Q: 3 clusters Score -1962455 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1962455.250000 Penalty: 2886.088135
	Iteration 46F: 3 clusters Score -1962455 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Entering Unmasked Estep 
Score: -68104.578125 Penalty: 980.227478
	Iteration 0F: 2 clusters Score -68104.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -67060.015625 Penalty: 1960.454956
	Iteration 0F: 3 clusters Score -67060.02 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -67329.367188 Penalty: 1960.454956
	Iteration 1F: 3 clusters Score -67329.37 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -67431.992188 Penalty: 1960.454956
	Iteration 2F: 3 clusters Score -67431.99 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -67502.968750 Penalty: 1960.454956
	Iteration 3Q: 3 clusters Score -67502.97 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -67565.546875 Penalty: 1960.454956
	Iteration 4Q: 3 clusters Score -67565.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -67611.242188 Penalty: 1960.454956
	Iteration 5Q: 3 clusters Score -67611.24 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -67672.789062 Penalty: 1960.454956
	Iteration 6Q: 3 clusters Score -67672.79 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -67732.750000 Penalty: 1960.454956
	Iteration 7Q: 3 clusters Score -67732.75 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -67779.726562 Penalty: 1960.454956
	Iteration 8Q: 3 clusters Score -67779.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -67829.671875 Penalty: 1960.454956
	Iteration 9Q: 3 clusters Score -67829.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -67860.000000 Penalty: 1960.454956
	Iteration 10Q: 3 clusters Score -67860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -67887.429688 Penalty: 1960.454956
	Iteration 11Q: 3 clusters Score -67887.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -67916.968750 Penalty: 1960.454956
	Iteration 12Q: 3 clusters Score -67916.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -67943.570312 Penalty: 1960.454956
	Iteration 13Q: 3 clusters Score -67943.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -67958.601562 Penalty: 1960.454956
	Iteration 14Q: 3 clusters Score -67958.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -67965.312500 Penalty: 1960.454956
	Iteration 15Q: 3 clusters Score -67965.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -67966.156250 Penalty: 1960.454956
	Iteration 16Q: 3 clusters Score -67966.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -67966.156250 Penalty: 1960.454956
	Iteration 17F: 3 clusters Score -67966.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (54367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54367 members 
Entering Unmasked Estep 
Score: -6909058.000000 Penalty: 1622.442749
	Iteration 0F: 2 clusters Score -6909058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27055 members 
Mstep: Class 2 contains 27312 members 
Entering Unmasked Estep 
Score: -6874791.500000 Penalty: 3244.885498
	Iteration 0F: 3 clusters Score -6874792 nChanged 25222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26769 members 
Mstep: Class 2 contains 27598 members 
Entering Unmasked Estep 
Score: -6888883.000000 Penalty: 3244.885498
	Iteration 1F: 3 clusters Score -6888883 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26620 members 
Mstep: Class 2 contains 27747 members 
Entering Unmasked Estep 
Score: -6889519.500000 Penalty: 3244.885498
	Iteration 2Q: 3 clusters Score -6889520 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26412 members 
Mstep: Class 2 contains 27955 members 
Entering Unmasked Estep 
Score: -6890231.000000 Penalty: 3244.885498
	Iteration 3Q: 3 clusters Score -6890231 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26163 members 
Mstep: Class 2 contains 28204 members 
Entering Unmasked Estep 
Score: -6890896.500000 Penalty: 3244.885498
	Iteration 4Q: 3 clusters Score -6890896 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25877 members 
Mstep: Class 2 contains 28490 members 
Entering Unmasked Estep 
Score: -6891522.000000 Penalty: 3244.885498
	Iteration 5Q: 3 clusters Score -6891522 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25462 members 
Mstep: Class 2 contains 28905 members 
Entering Unmasked Estep 
Score: -6892113.500000 Penalty: 3244.885498
	Iteration 6Q: 3 clusters Score -6892114 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 29497 members 
Entering Unmasked Estep 
Score: -6892729.000000 Penalty: 3244.885498
	Iteration 7Q: 3 clusters Score -6892729 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24040 members 
Mstep: Class 2 contains 30327 members 
Entering Unmasked Estep 
Score: -6893337.500000 Penalty: 3244.885498
	Iteration 8Q: 3 clusters Score -6893338 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 31418 members 
Entering Unmasked Estep 
Score: -6894020.000000 Penalty: 3244.885498
	Iteration 9Q: 3 clusters Score -6894020 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 32884 members 
Entering Unmasked Estep 
Score: -6894777.500000 Penalty: 3244.885498
	Iteration 10Q: 3 clusters Score -6894778 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 34715 members 
Entering Unmasked Estep 
Score: -6895747.000000 Penalty: 3244.885498
	Iteration 11Q: 3 clusters Score -6895747 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 37020 members 
Entering Unmasked Estep 
Score: -6896980.000000 Penalty: 3244.885498
	Iteration 12Q: 3 clusters Score -6896980 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 39741 members 
Entering Unmasked Estep 
Score: -6898491.500000 Penalty: 3244.885498
	Iteration 13F: 3 clusters Score -6898492 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 42725 members 
Entering Unmasked Estep 
Score: -6900278.000000 Penalty: 3244.885498
	Iteration 14F: 3 clusters Score -6900278 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 45768 members 
Entering Unmasked Estep 
Score: -6902141.000000 Penalty: 3244.885498
	Iteration 15F: 3 clusters Score -6902141 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 48539 members 
Entering Unmasked Estep 
Score: -6903913.000000 Penalty: 3244.885498
	Iteration 16F: 3 clusters Score -6903913 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 50650 members 
Entering Unmasked Estep 
Score: -6905289.500000 Penalty: 3244.885498
	Iteration 17Q: 3 clusters Score -6905290 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 52076 members 
Entering Unmasked Estep 
Score: -6906303.500000 Penalty: 3244.885498
	Iteration 18Q: 3 clusters Score -6906304 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 52881 members 
Entering Unmasked Estep 
Score: -6906907.000000 Penalty: 3244.885498
	Iteration 19Q: 3 clusters Score -6906907 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 53308 members 
Entering Unmasked Estep 
Score: -6907227.000000 Penalty: 3244.885498
	Iteration 20F: 3 clusters Score -6907227 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 53544 members 
Entering Unmasked Estep 
Score: -6907446.000000 Penalty: 3244.885498
	Iteration 21Q: 3 clusters Score -6907446 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 53675 members 
Entering Unmasked Estep 
Score: -6907568.500000 Penalty: 3244.885498
	Iteration 22Q: 3 clusters Score -6907568 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 53746 members 
Entering Unmasked Estep 
Score: -6907638.000000 Penalty: 3244.885498
	Iteration 23Q: 3 clusters Score -6907638 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 53804 members 
Entering Unmasked Estep 
Score: -6907694.500000 Penalty: 3244.885498
	Iteration 24Q: 3 clusters Score -6907694 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 53842 members 
Entering Unmasked Estep 
Score: -6907735.000000 Penalty: 3244.885498
	Iteration 25Q: 3 clusters Score -6907735 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 53865 members 
Entering Unmasked Estep 
Score: -6907759.500000 Penalty: 3244.885498
	Iteration 26Q: 3 clusters Score -6907760 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 53877 members 
Entering Unmasked Estep 
Score: -6907766.000000 Penalty: 3244.885498
	Iteration 27Q: 3 clusters Score -6907766 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 53885 members 
Entering Unmasked Estep 
Score: -6907798.000000 Penalty: 3244.885498
	Iteration 28Q: 3 clusters Score -6907798 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 53892 members 
Entering Unmasked Estep 
Score: -6907809.500000 Penalty: 3244.885498
	Iteration 29Q: 3 clusters Score -6907810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 53899 members 
Entering Unmasked Estep 
Score: -6907810.000000 Penalty: 3244.885498
	Iteration 30Q: 3 clusters Score -6907810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 53906 members 
Entering Unmasked Estep 
Score: -6907819.000000 Penalty: 3244.885498
	Iteration 31Q: 3 clusters Score -6907819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 53908 members 
Entering Unmasked Estep 
Score: -6907820.000000 Penalty: 3244.885498
	Iteration 32Q: 3 clusters Score -6907820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 53909 members 
Entering Unmasked Estep 
Score: -6907819.500000 Penalty: 3244.885498
	Iteration 33Q: 3 clusters Score -6907820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 53909 members 
Entering Unmasked Estep 
Score: -6907819.500000 Penalty: 3244.885498
	Iteration 34F: 3 clusters Score -6907820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Entering Unmasked Estep 
Score: -556920.437500 Penalty: 1261.253052
	Iteration 0F: 2 clusters Score -556920.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -553365.562500 Penalty: 2522.506104
	Iteration 0F: 3 clusters Score -553365.6 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -554493.750000 Penalty: 2522.506104
	Iteration 1F: 3 clusters Score -554493.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -554768.437500 Penalty: 2522.506104
	Iteration 2F: 3 clusters Score -554768.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -554976.312500 Penalty: 2522.506104
	Iteration 3F: 3 clusters Score -554976.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -555197.500000 Penalty: 2522.506104
	Iteration 4F: 3 clusters Score -555197.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -555392.000000 Penalty: 2522.506104
	Iteration 5Q: 3 clusters Score -555392 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -555576.250000 Penalty: 2522.506104
	Iteration 6Q: 3 clusters Score -555576.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -555761.812500 Penalty: 2522.506104
	Iteration 7Q: 3 clusters Score -555761.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -555899.125000 Penalty: 2522.506104
	Iteration 8Q: 3 clusters Score -555899.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -555993.062500 Penalty: 2522.506104
	Iteration 9Q: 3 clusters Score -555993.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -556069.437500 Penalty: 2522.506104
	Iteration 10Q: 3 clusters Score -556069.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -556141.125000 Penalty: 2522.506104
	Iteration 11Q: 3 clusters Score -556141.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -556208.125000 Penalty: 2522.506104
	Iteration 12Q: 3 clusters Score -556208.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -556263.250000 Penalty: 2522.506104
	Iteration 13Q: 3 clusters Score -556263.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -556314.187500 Penalty: 2522.506104
	Iteration 14Q: 3 clusters Score -556314.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -556353.625000 Penalty: 2522.506104
	Iteration 15Q: 3 clusters Score -556353.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -556388.812500 Penalty: 2522.506104
	Iteration 16Q: 3 clusters Score -556388.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -556412.875000 Penalty: 2522.506104
	Iteration 17Q: 3 clusters Score -556412.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -556429.125000 Penalty: 2522.506104
	Iteration 18Q: 3 clusters Score -556429.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -556444.375000 Penalty: 2522.506104
	Iteration 19Q: 3 clusters Score -556444.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -556457.125000 Penalty: 2522.506104
	Iteration 20F: 3 clusters Score -556457.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -556470.562500 Penalty: 2522.506104
	Iteration 21Q: 3 clusters Score -556470.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -556487.562500 Penalty: 2522.506104
	Iteration 22Q: 3 clusters Score -556487.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -556504.375000 Penalty: 2522.506104
	Iteration 23Q: 3 clusters Score -556504.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -556519.937500 Penalty: 2522.506104
	Iteration 24Q: 3 clusters Score -556519.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -556531.625000 Penalty: 2522.506104
	Iteration 25Q: 3 clusters Score -556531.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -556544.000000 Penalty: 2522.506104
	Iteration 26Q: 3 clusters Score -556544 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -556554.750000 Penalty: 2522.506104
	Iteration 27Q: 3 clusters Score -556554.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -556565.687500 Penalty: 2522.506104
	Iteration 28Q: 3 clusters Score -556565.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -556578.125000 Penalty: 2522.506104
	Iteration 29Q: 3 clusters Score -556578.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -556588.437500 Penalty: 2522.506104
	Iteration 30Q: 3 clusters Score -556588.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -556597.000000 Penalty: 2522.506104
	Iteration 31Q: 3 clusters Score -556597 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -556607.062500 Penalty: 2522.506104
	Iteration 32Q: 3 clusters Score -556607.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -556611.625000 Penalty: 2522.506104
	Iteration 33Q: 3 clusters Score -556611.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -556616.187500 Penalty: 2522.506104
	Iteration 34Q: 3 clusters Score -556616.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -556621.687500 Penalty: 2522.506104
	Iteration 35Q: 3 clusters Score -556621.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -556624.000000 Penalty: 2522.506104
	Iteration 36Q: 3 clusters Score -556624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -556624.875000 Penalty: 2522.506104
	Iteration 37Q: 3 clusters Score -556624.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -556625.187500 Penalty: 2522.506104
	Iteration 38Q: 3 clusters Score -556625.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -556626.937500 Penalty: 2522.506104
	Iteration 39Q: 3 clusters Score -556626.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -556626.187500 Penalty: 2522.506104
	Iteration 40F: 3 clusters Score -556626.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -556628.062500 Penalty: 2522.506104
	Iteration 41Q: 3 clusters Score -556628.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -556630.875000 Penalty: 2522.506104
	Iteration 42Q: 3 clusters Score -556630.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -556631.687500 Penalty: 2522.506104
	Iteration 43Q: 3 clusters Score -556631.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -556633.312500 Penalty: 2522.506104
	Iteration 44Q: 3 clusters Score -556633.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -556634.750000 Penalty: 2522.506104
	Iteration 45Q: 3 clusters Score -556634.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -556636.625000 Penalty: 2522.506104
	Iteration 46Q: 3 clusters Score -556636.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -556638.125000 Penalty: 2522.506104
	Iteration 47Q: 3 clusters Score -556638.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -556639.312500 Penalty: 2522.506104
	Iteration 48Q: 3 clusters Score -556639.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -556641.375000 Penalty: 2522.506104
	Iteration 49Q: 3 clusters Score -556641.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -556643.750000 Penalty: 2522.506104
	Iteration 50Q: 3 clusters Score -556643.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -556644.062500 Penalty: 2522.506104
	Iteration 51Q: 3 clusters Score -556644.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -556644.750000 Penalty: 2522.506104
	Iteration 52Q: 3 clusters Score -556644.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -556644.625000 Penalty: 2522.506104
	Iteration 53Q: 3 clusters Score -556644.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -556644.625000 Penalty: 2522.506104
	Iteration 54Q: 3 clusters Score -556644.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -556645.312500 Penalty: 2522.506104
	Iteration 55Q: 3 clusters Score -556645.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -556645.750000 Penalty: 2522.506104
	Iteration 56Q: 3 clusters Score -556645.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -556646.062500 Penalty: 2522.506104
	Iteration 57Q: 3 clusters Score -556646.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -556646.062500 Penalty: 2522.506104
	Iteration 58F: 3 clusters Score -556646.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -28234.490234 Penalty: 899.496826
	Iteration 0F: 2 clusters Score -28234.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -27458.205078 Penalty: 1798.993652
	Iteration 0F: 3 clusters Score -27458.21 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -27817.189453 Penalty: 1798.993652
	Iteration 1F: 3 clusters Score -27817.19 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -27998.095703 Penalty: 1798.993652
	Iteration 2F: 3 clusters Score -27998.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -28154.519531 Penalty: 1798.993652
	Iteration 3Q: 3 clusters Score -28154.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -28228.005859 Penalty: 1798.993652
	Iteration 4Q: 3 clusters Score -28228.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -28288.751953 Penalty: 1798.993652
	Iteration 5Q: 3 clusters Score -28288.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -28316.781250 Penalty: 1798.993652
	Iteration 6Q: 3 clusters Score -28316.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -28327.167969 Penalty: 1798.993652
	Iteration 7Q: 3 clusters Score -28327.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -28348.865234 Penalty: 1798.993652
	Iteration 8Q: 3 clusters Score -28348.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -28348.865234 Penalty: 1798.993652
	Iteration 9F: 3 clusters Score -28348.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 62091 members 
Mstep: Class 2 contains 40744 members 
Mstep: Class 3 contains 10882 members 
Mstep: Class 4 contains 2569 members 
Mstep: Class 5 contains 67650 members 
Mstep: Class 6 contains 37416 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 5695 members 
Mstep: Class 9 contains 8416 members 
Mstep: Class 10 contains 9582 members 
Mstep: Class 11 contains 9293 members 
Mstep: Class 12 contains 2887 members 
Mstep: Class 13 contains 10873 members 
Mstep: Class 14 contains 1706 members 
Mstep: Class 15 contains 12055 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24936 members 
Mstep: Class 18 contains 18126 members 
Mstep: Class 19 contains 4981 members 
Mstep: Class 20 contains 35596 members 
Mstep: Class 21 contains 8952 members 
Mstep: Class 22 contains 5476 members 
Mstep: Class 23 contains 22151 members 
Mstep: Class 24 contains 5636 members 
Mstep: Class 25 contains 16283 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 54367 members 
Mstep: Class 28 contains 4799 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 35017 members 
Mstep: Class 31 contains 21743 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 44701 members 
Mstep: Class 34 contains 292 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 7573 members 
Mstep: Class 40 contains 58488 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 6102 members 
Mstep: Class 43 contains 229 members 
Entering Unmasked Estep 
Score: -81006616.000000 Penalty: 85805.187500
Splitting cluster 29 changes total score from -81005232.000000 to -81006616.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 30 (35017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35017 members 
Entering Unmasked Estep 
Score: -4428390.000000 Penalty: 1556.982056
	Iteration 0F: 2 clusters Score -4428390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -4405654.000000 Penalty: 3113.964111
	Iteration 0F: 3 clusters Score -4405654 nChanged 15992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -4414234.500000 Penalty: 3113.964111
	Iteration 1F: 3 clusters Score -4414234 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -4414613.500000 Penalty: 3113.964111
	Iteration 2Q: 3 clusters Score -4414614 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -4414967.500000 Penalty: 3113.964111
	Iteration 3Q: 3 clusters Score -4414968 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -4415270.000000 Penalty: 3113.964111
	Iteration 4Q: 3 clusters Score -4415270 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -4415573.500000 Penalty: 3113.964111
	Iteration 5Q: 3 clusters Score -4415574 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -4415935.000000 Penalty: 3113.964111
	Iteration 6Q: 3 clusters Score -4415935 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -4416375.000000 Penalty: 3113.964111
	Iteration 7Q: 3 clusters Score -4416375 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -4416966.500000 Penalty: 3113.964111
	Iteration 8Q: 3 clusters Score -4416966 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -4417693.500000 Penalty: 3113.964111
	Iteration 9Q: 3 clusters Score -4417694 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 22496 members 
Entering Unmasked Estep 
Score: -4418651.500000 Penalty: 3113.964111
	Iteration 10Q: 3 clusters Score -4418652 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 23934 members 
Entering Unmasked Estep 
Score: -4419814.000000 Penalty: 3113.964111
	Iteration 11Q: 3 clusters Score -4419814 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 25484 members 
Entering Unmasked Estep 
Score: -4421155.000000 Penalty: 3113.964111
	Iteration 12F: 3 clusters Score -4421155 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 27040 members 
Entering Unmasked Estep 
Score: -4422485.000000 Penalty: 3113.964111
	Iteration 13Q: 3 clusters Score -4422485 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 28415 members 
Entering Unmasked Estep 
Score: -4423573.500000 Penalty: 3113.964111
	Iteration 14Q: 3 clusters Score -4423574 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 29644 members 
Entering Unmasked Estep 
Score: -4424496.500000 Penalty: 3113.964111
	Iteration 15Q: 3 clusters Score -4424496 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 30641 members 
Entering Unmasked Estep 
Score: -4425186.000000 Penalty: 3113.964111
	Iteration 16Q: 3 clusters Score -4425186 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 31447 members 
Entering Unmasked Estep 
Score: -4425714.000000 Penalty: 3113.964111
	Iteration 17Q: 3 clusters Score -4425714 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 32081 members 
Entering Unmasked Estep 
Score: -4426115.000000 Penalty: 3113.964111
	Iteration 18Q: 3 clusters Score -4426115 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 32562 members 
Entering Unmasked Estep 
Score: -4426393.000000 Penalty: 3113.964111
	Iteration 19Q: 3 clusters Score -4426393 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 32940 members 
Entering Unmasked Estep 
Score: -4426623.500000 Penalty: 3113.964111
	Iteration 20F: 3 clusters Score -4426624 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 33196 members 
Entering Unmasked Estep 
Score: -4426778.500000 Penalty: 3113.964111
	Iteration 21Q: 3 clusters Score -4426778 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 33392 members 
Entering Unmasked Estep 
Score: -4426905.000000 Penalty: 3113.964111
	Iteration 22Q: 3 clusters Score -4426905 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 33540 members 
Entering Unmasked Estep 
Score: -4426983.000000 Penalty: 3113.964111
	Iteration 23Q: 3 clusters Score -4426983 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 33662 members 
Entering Unmasked Estep 
Score: -4427053.500000 Penalty: 3113.964111
	Iteration 24Q: 3 clusters Score -4427054 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 33743 members 
Entering Unmasked Estep 
Score: -4427103.500000 Penalty: 3113.964111
	Iteration 25Q: 3 clusters Score -4427104 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 33808 members 
Entering Unmasked Estep 
Score: -4427136.000000 Penalty: 3113.964111
	Iteration 26Q: 3 clusters Score -4427136 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 33863 members 
Entering Unmasked Estep 
Score: -4427176.000000 Penalty: 3113.964111
	Iteration 27Q: 3 clusters Score -4427176 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 33901 members 
Entering Unmasked Estep 
Score: -4427194.000000 Penalty: 3113.964111
	Iteration 28Q: 3 clusters Score -4427194 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 33940 members 
Entering Unmasked Estep 
Score: -4427216.500000 Penalty: 3113.964111
	Iteration 29Q: 3 clusters Score -4427216 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 33967 members 
Entering Unmasked Estep 
Score: -4427240.500000 Penalty: 3113.964111
	Iteration 30Q: 3 clusters Score -4427240 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 33988 members 
Entering Unmasked Estep 
Score: -4427250.000000 Penalty: 3113.964111
	Iteration 31Q: 3 clusters Score -4427250 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 34007 members 
Entering Unmasked Estep 
Score: -4427258.000000 Penalty: 3113.964111
	Iteration 32Q: 3 clusters Score -4427258 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 34023 members 
Entering Unmasked Estep 
Score: -4427275.500000 Penalty: 3113.964111
	Iteration 33Q: 3 clusters Score -4427276 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 34035 members 
Entering Unmasked Estep 
Score: -4427282.500000 Penalty: 3113.964111
	Iteration 34Q: 3 clusters Score -4427282 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 34050 members 
Entering Unmasked Estep 
Score: -4427283.500000 Penalty: 3113.964111
	Iteration 35Q: 3 clusters Score -4427284 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 34062 members 
Entering Unmasked Estep 
Score: -4427294.000000 Penalty: 3113.964111
	Iteration 36Q: 3 clusters Score -4427294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 34071 members 
Entering Unmasked Estep 
Score: -4427294.500000 Penalty: 3113.964111
	Iteration 37Q: 3 clusters Score -4427294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 34080 members 
Entering Unmasked Estep 
Score: -4427299.000000 Penalty: 3113.964111
	Iteration 38Q: 3 clusters Score -4427299 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 34091 members 
Entering Unmasked Estep 
Score: -4427305.000000 Penalty: 3113.964111
	Iteration 39Q: 3 clusters Score -4427305 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 34101 members 
Entering Unmasked Estep 
Score: -4427312.500000 Penalty: 3113.964111
	Iteration 40F: 3 clusters Score -4427312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 34114 members 
Entering Unmasked Estep 
Score: -4427313.000000 Penalty: 3113.964111
	Iteration 41Q: 3 clusters Score -4427313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 34121 members 
Entering Unmasked Estep 
Score: -4427318.500000 Penalty: 3113.964111
	Iteration 42Q: 3 clusters Score -4427318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 34128 members 
Entering Unmasked Estep 
Score: -4427321.000000 Penalty: 3113.964111
	Iteration 43Q: 3 clusters Score -4427321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 34135 members 
Entering Unmasked Estep 
Score: -4427322.000000 Penalty: 3113.964111
	Iteration 44Q: 3 clusters Score -4427322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 34142 members 
Entering Unmasked Estep 
Score: -4427323.500000 Penalty: 3113.964111
	Iteration 45Q: 3 clusters Score -4427324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 34147 members 
Entering Unmasked Estep 
Score: -4427326.500000 Penalty: 3113.964111
	Iteration 46Q: 3 clusters Score -4427326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 34149 members 
Entering Unmasked Estep 
Score: -4427329.500000 Penalty: 3113.964111
	Iteration 47Q: 3 clusters Score -4427330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 34149 members 
Entering Unmasked Estep 
Score: -4427329.500000 Penalty: 3113.964111
	Iteration 48F: 3 clusters Score -4427330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (21743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Entering Unmasked Estep 
Score: -2764017.000000 Penalty: 1486.072632
	Iteration 0F: 2 clusters Score -2764017 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -2749851.250000 Penalty: 2972.145264
	Iteration 0F: 3 clusters Score -2749851 nChanged 9625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -2754990.000000 Penalty: 2972.145264
	Iteration 1F: 3 clusters Score -2754990 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -2755384.500000 Penalty: 2972.145264
	Iteration 2F: 3 clusters Score -2755384 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -2755707.250000 Penalty: 2972.145264
	Iteration 3Q: 3 clusters Score -2755707 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -2755994.500000 Penalty: 2972.145264
	Iteration 4Q: 3 clusters Score -2755994 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -2756289.500000 Penalty: 2972.145264
	Iteration 5Q: 3 clusters Score -2756290 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -2756608.500000 Penalty: 2972.145264
	Iteration 6Q: 3 clusters Score -2756608 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -2756958.250000 Penalty: 2972.145264
	Iteration 7Q: 3 clusters Score -2756958 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -2757316.750000 Penalty: 2972.145264
	Iteration 8Q: 3 clusters Score -2757317 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -2757688.750000 Penalty: 2972.145264
	Iteration 9Q: 3 clusters Score -2757689 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -2758080.250000 Penalty: 2972.145264
	Iteration 10Q: 3 clusters Score -2758080 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -2758483.000000 Penalty: 2972.145264
	Iteration 11Q: 3 clusters Score -2758483 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -2758871.750000 Penalty: 2972.145264
	Iteration 12Q: 3 clusters Score -2758872 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -2759284.250000 Penalty: 2972.145264
	Iteration 13Q: 3 clusters Score -2759284 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -2759736.750000 Penalty: 2972.145264
	Iteration 14Q: 3 clusters Score -2759737 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -2760185.500000 Penalty: 2972.145264
	Iteration 15Q: 3 clusters Score -2760186 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -2760601.750000 Penalty: 2972.145264
	Iteration 16Q: 3 clusters Score -2760602 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -2761011.750000 Penalty: 2972.145264
	Iteration 17Q: 3 clusters Score -2761012 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -2761386.750000 Penalty: 2972.145264
	Iteration 18Q: 3 clusters Score -2761387 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -2761717.750000 Penalty: 2972.145264
	Iteration 19Q: 3 clusters Score -2761718 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -2761982.750000 Penalty: 2972.145264
	Iteration 20F: 3 clusters Score -2761983 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -2762210.000000 Penalty: 2972.145264
	Iteration 21Q: 3 clusters Score -2762210 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2762385.000000 Penalty: 2972.145264
	Iteration 22Q: 3 clusters Score -2762385 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2762527.500000 Penalty: 2972.145264
	Iteration 23Q: 3 clusters Score -2762528 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2762627.750000 Penalty: 2972.145264
	Iteration 24Q: 3 clusters Score -2762628 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -2762708.500000 Penalty: 2972.145264
	Iteration 25Q: 3 clusters Score -2762708 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2762777.000000 Penalty: 2972.145264
	Iteration 26Q: 3 clusters Score -2762777 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2762837.000000 Penalty: 2972.145264
	Iteration 27Q: 3 clusters Score -2762837 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20792 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2762883.500000 Penalty: 2972.145264
	Iteration 28Q: 3 clusters Score -2762884 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2762910.000000 Penalty: 2972.145264
	Iteration 29Q: 3 clusters Score -2762910 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2762936.500000 Penalty: 2972.145264
	Iteration 30Q: 3 clusters Score -2762936 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2762955.750000 Penalty: 2972.145264
	Iteration 31Q: 3 clusters Score -2762956 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20919 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2762964.750000 Penalty: 2972.145264
	Iteration 32Q: 3 clusters Score -2762965 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2762984.000000 Penalty: 2972.145264
	Iteration 33Q: 3 clusters Score -2762984 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2762994.250000 Penalty: 2972.145264
	Iteration 34Q: 3 clusters Score -2762994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2762996.500000 Penalty: 2972.145264
	Iteration 35Q: 3 clusters Score -2762996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2762999.500000 Penalty: 2972.145264
	Iteration 36Q: 3 clusters Score -2763000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2763000.500000 Penalty: 2972.145264
	Iteration 37Q: 3 clusters Score -2763000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2763005.250000 Penalty: 2972.145264
	Iteration 38Q: 3 clusters Score -2763005 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2763008.000000 Penalty: 2972.145264
	Iteration 39Q: 3 clusters Score -2763008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20985 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2763007.500000 Penalty: 2972.145264
	Iteration 40F: 3 clusters Score -2763008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2763006.250000 Penalty: 2972.145264
	Iteration 41Q: 3 clusters Score -2763006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2763006.250000 Penalty: 2972.145264
	Iteration 42F: 3 clusters Score -2763006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Entering Unmasked Estep 
Score: -21853.011719 Penalty: 817.367554
	Iteration 0F: 2 clusters Score -21853.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -21230.435547 Penalty: 1634.735107
	Iteration 0F: 3 clusters Score -21230.44 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -21329.193359 Penalty: 1634.735107
	Iteration 1F: 3 clusters Score -21329.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -21373.648438 Penalty: 1634.735107
	Iteration 2Q: 3 clusters Score -21373.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -21379.304688 Penalty: 1634.735107
	Iteration 3Q: 3 clusters Score -21379.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -21379.304688 Penalty: 1634.735107
	Iteration 4F: 3 clusters Score -21379.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (44701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44701 members 
Entering Unmasked Estep 
Score: -5682125.500000 Penalty: 1593.313477
	Iteration 0F: 2 clusters Score -5682126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 22450 members 
Entering Unmasked Estep 
Score: -5653163.500000 Penalty: 3186.626953
	Iteration 0F: 3 clusters Score -5653164 nChanged 20637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 23317 members 
Entering Unmasked Estep 
Score: -5664457.500000 Penalty: 3186.626953
	Iteration 1F: 3 clusters Score -5664458 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 23899 members 
Entering Unmasked Estep 
Score: -5664945.500000 Penalty: 3186.626953
	Iteration 2Q: 3 clusters Score -5664946 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 24796 members 
Entering Unmasked Estep 
Score: -5665482.000000 Penalty: 3186.626953
	Iteration 3Q: 3 clusters Score -5665482 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 26107 members 
Entering Unmasked Estep 
Score: -5666210.500000 Penalty: 3186.626953
	Iteration 4Q: 3 clusters Score -5666210 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 28011 members 
Entering Unmasked Estep 
Score: -5667210.000000 Penalty: 3186.626953
	Iteration 5F: 3 clusters Score -5667210 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 30519 members 
Entering Unmasked Estep 
Score: -5668664.000000 Penalty: 3186.626953
	Iteration 6F: 3 clusters Score -5668664 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 33785 members 
Entering Unmasked Estep 
Score: -5671108.500000 Penalty: 3186.626953
	Iteration 7F: 3 clusters Score -5671108 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 37356 members 
Entering Unmasked Estep 
Score: -5674165.500000 Penalty: 3186.626953
	Iteration 8F: 3 clusters Score -5674166 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 40516 members 
Entering Unmasked Estep 
Score: -5677012.000000 Penalty: 3186.626953
	Iteration 9F: 3 clusters Score -5677012 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 42711 members 
Entering Unmasked Estep 
Score: -5679045.500000 Penalty: 3186.626953
	Iteration 10Q: 3 clusters Score -5679046 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 43805 members 
Entering Unmasked Estep 
Score: -5680017.500000 Penalty: 3186.626953
	Iteration 11Q: 3 clusters Score -5680018 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 44224 members 
Entering Unmasked Estep 
Score: -5680448.500000 Penalty: 3186.626953
	Iteration 12Q: 3 clusters Score -5680448 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 44359 members 
Entering Unmasked Estep 
Score: -5680624.000000 Penalty: 3186.626953
	Iteration 13Q: 3 clusters Score -5680624 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 44409 members 
Entering Unmasked Estep 
Score: -5680699.000000 Penalty: 3186.626953
	Iteration 14Q: 3 clusters Score -5680699 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 44429 members 
Entering Unmasked Estep 
Score: -5680730.000000 Penalty: 3186.626953
	Iteration 15Q: 3 clusters Score -5680730 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 44441 members 
Entering Unmasked Estep 
Score: -5680754.000000 Penalty: 3186.626953
	Iteration 16Q: 3 clusters Score -5680754 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 44445 members 
Entering Unmasked Estep 
Score: -5680769.000000 Penalty: 3186.626953
	Iteration 17Q: 3 clusters Score -5680769 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 44451 members 
Entering Unmasked Estep 
Score: -5680786.000000 Penalty: 3186.626953
	Iteration 18Q: 3 clusters Score -5680786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 44457 members 
Entering Unmasked Estep 
Score: -5680793.000000 Penalty: 3186.626953
	Iteration 19Q: 3 clusters Score -5680793 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 44460 members 
Entering Unmasked Estep 
Score: -5680814.500000 Penalty: 3186.626953
	Iteration 20F: 3 clusters Score -5680814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 44463 members 
Entering Unmasked Estep 
Score: -5680821.500000 Penalty: 3186.626953
	Iteration 21Q: 3 clusters Score -5680822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 44467 members 
Entering Unmasked Estep 
Score: -5680820.500000 Penalty: 3186.626953
	Iteration 22Q: 3 clusters Score -5680820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 44467 members 
Entering Unmasked Estep 
Score: -5680823.500000 Penalty: 3186.626953
	Iteration 23Q: 3 clusters Score -5680824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 44468 members 
Entering Unmasked Estep 
Score: -5680827.500000 Penalty: 3186.626953
	Iteration 24Q: 3 clusters Score -5680828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 44469 members 
Entering Unmasked Estep 
Score: -5680827.000000 Penalty: 3186.626953
	Iteration 25Q: 3 clusters Score -5680827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 44469 members 
Entering Unmasked Estep 
Score: -5680827.000000 Penalty: 3186.626953
	Iteration 26F: 3 clusters Score -5680827 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Entering Unmasked Estep 
Score: -24008.710938 Penalty: 844.700989
	Iteration 0F: 2 clusters Score -24008.71 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 134 members 
Entering Unmasked Estep 
Score: -23396.417969 Penalty: 1689.401978
	Iteration 0F: 3 clusters Score -23396.42 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -23593.523438 Penalty: 1689.401978
	Iteration 1F: 3 clusters Score -23593.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -23740.992188 Penalty: 1689.401978
	Iteration 2F: 3 clusters Score -23740.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -23860.892578 Penalty: 1689.401978
	Iteration 3Q: 3 clusters Score -23860.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -24078.445312 Penalty: 1689.401978
	Iteration 4Q: 3 clusters Score -24078.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -24115.716797 Penalty: 1689.401978
	Iteration 5Q: 3 clusters Score -24115.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -24135.507812 Penalty: 1689.401978
	Iteration 6Q: 3 clusters Score -24135.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -24144.273438 Penalty: 1689.401978
	Iteration 7Q: 3 clusters Score -24144.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -24144.273438 Penalty: 1689.401978
	Iteration 8F: 3 clusters Score -24144.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 62091 members 
Mstep: Class 2 contains 40744 members 
Mstep: Class 3 contains 10882 members 
Mstep: Class 4 contains 2569 members 
Mstep: Class 5 contains 67650 members 
Mstep: Class 6 contains 37416 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 5695 members 
Mstep: Class 9 contains 8416 members 
Mstep: Class 10 contains 9582 members 
Mstep: Class 11 contains 9293 members 
Mstep: Class 12 contains 2887 members 
Mstep: Class 13 contains 10873 members 
Mstep: Class 14 contains 1706 members 
Mstep: Class 15 contains 12055 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24936 members 
Mstep: Class 18 contains 18126 members 
Mstep: Class 19 contains 4981 members 
Mstep: Class 20 contains 35596 members 
Mstep: Class 21 contains 8952 members 
Mstep: Class 22 contains 5476 members 
Mstep: Class 23 contains 22151 members 
Mstep: Class 24 contains 5636 members 
Mstep: Class 25 contains 16283 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 54367 members 
Mstep: Class 28 contains 4799 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 35017 members 
Mstep: Class 31 contains 21743 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 44701 members 
Mstep: Class 34 contains 126 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 7573 members 
Mstep: Class 40 contains 58488 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 6102 members 
Mstep: Class 43 contains 229 members 
Mstep: Class 44 contains 166 members 
Entering Unmasked Estep 
Score: -81005560.000000 Penalty: 87800.648438
Splitting cluster 34 changes total score from -81005232.000000 to -81005560.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 35 (308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Entering Unmasked Estep 
Score: -35130.832031 Penalty: 852.638855
	Iteration 0F: 2 clusters Score -35130.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -34387.160156 Penalty: 1705.277710
	Iteration 0F: 3 clusters Score -34387.16 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -34505.351562 Penalty: 1705.277710
	Iteration 1F: 3 clusters Score -34505.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -34538.476562 Penalty: 1705.277710
	Iteration 2Q: 3 clusters Score -34538.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -34542.750000 Penalty: 1705.277710
	Iteration 3Q: 3 clusters Score -34542.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -34542.750000 Penalty: 1705.277710
	Iteration 4F: 3 clusters Score -34542.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Entering Unmasked Estep 
Score: -14633.545898 Penalty: 803.918457
	Iteration 0F: 2 clusters Score -14633.55 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 108 members 
Entering Unmasked Estep 
Score: -14151.423828 Penalty: 1607.836914
	Iteration 0F: 3 clusters Score -14151.42 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -14452.645508 Penalty: 1607.836914
	Iteration 1F: 3 clusters Score -14452.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -14517.165039 Penalty: 1607.836914
	Iteration 2Q: 3 clusters Score -14517.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -14546.537109 Penalty: 1607.836914
	Iteration 3Q: 3 clusters Score -14546.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -14547.758789 Penalty: 1607.836914
	Iteration 4Q: 3 clusters Score -14547.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -14547.758789 Penalty: 1607.836914
	Iteration 5F: 3 clusters Score -14547.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Entering Unmasked Estep 
Score: -39030.957031 Penalty: 902.636902
	Iteration 0F: 2 clusters Score -39030.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -38244.761719 Penalty: 1805.273804
	Iteration 0F: 3 clusters Score -38244.76 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -38417.925781 Penalty: 1805.273804
	Iteration 1F: 3 clusters Score -38417.93 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -38460.222656 Penalty: 1805.273804
	Iteration 2Q: 3 clusters Score -38460.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -38492.207031 Penalty: 1805.273804
	Iteration 3Q: 3 clusters Score -38492.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -38530.589844 Penalty: 1805.273804
	Iteration 4Q: 3 clusters Score -38530.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -38577.964844 Penalty: 1805.273804
	Iteration 5Q: 3 clusters Score -38577.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -38646.492188 Penalty: 1805.273804
	Iteration 6Q: 3 clusters Score -38646.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -38698.226562 Penalty: 1805.273804
	Iteration 7Q: 3 clusters Score -38698.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -38726.011719 Penalty: 1805.273804
	Iteration 8Q: 3 clusters Score -38726.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -38744.464844 Penalty: 1805.273804
	Iteration 9Q: 3 clusters Score -38744.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -38761.234375 Penalty: 1805.273804
	Iteration 10Q: 3 clusters Score -38761.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -38767.820312 Penalty: 1805.273804
	Iteration 11Q: 3 clusters Score -38767.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -38780.035156 Penalty: 1805.273804
	Iteration 12Q: 3 clusters Score -38780.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -38780.035156 Penalty: 1805.273804
	Iteration 13F: 3 clusters Score -38780.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -15305.544922 Penalty: 764.206848
	Iteration 0F: 2 clusters Score -15305.54 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 81 members 
Entering Unmasked Estep 
Score: -14826.883789 Penalty: 1528.413696
	Iteration 0F: 3 clusters Score -14826.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -14896.137695 Penalty: 1528.413696
	Iteration 1F: 3 clusters Score -14896.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -14904.566406 Penalty: 1528.413696
	Iteration 2Q: 3 clusters Score -14904.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -14907.692383 Penalty: 1528.413696
	Iteration 3Q: 3 clusters Score -14907.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -14907.692383 Penalty: 1528.413696
	Iteration 4F: 3 clusters Score -14907.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (7573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Entering Unmasked Estep 
Score: -1017074.500000 Penalty: 1329.132935
	Iteration 0F: 2 clusters Score -1017074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1011783.625000 Penalty: 2658.265869
	Iteration 0F: 3 clusters Score -1011784 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1013380.687500 Penalty: 2658.265869
	Iteration 1F: 3 clusters Score -1013381 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1013612.812500 Penalty: 2658.265869
	Iteration 2F: 3 clusters Score -1013613 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1013755.500000 Penalty: 2658.265869
	Iteration 3Q: 3 clusters Score -1013756 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1013862.750000 Penalty: 2658.265869
	Iteration 4Q: 3 clusters Score -1013863 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1013944.750000 Penalty: 2658.265869
	Iteration 5Q: 3 clusters Score -1013945 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1014008.750000 Penalty: 2658.265869
	Iteration 6Q: 3 clusters Score -1014009 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1014072.937500 Penalty: 2658.265869
	Iteration 7Q: 3 clusters Score -1014073 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1014140.125000 Penalty: 2658.265869
	Iteration 8Q: 3 clusters Score -1014140 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1014217.750000 Penalty: 2658.265869
	Iteration 9Q: 3 clusters Score -1014218 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1014302.125000 Penalty: 2658.265869
	Iteration 10Q: 3 clusters Score -1014302 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1014389.812500 Penalty: 2658.265869
	Iteration 11Q: 3 clusters Score -1014390 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1014489.500000 Penalty: 2658.265869
	Iteration 12Q: 3 clusters Score -1014490 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1014609.250000 Penalty: 2658.265869
	Iteration 13Q: 3 clusters Score -1014609 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1014752.312500 Penalty: 2658.265869
	Iteration 14Q: 3 clusters Score -1014752 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1014924.750000 Penalty: 2658.265869
	Iteration 15Q: 3 clusters Score -1014925 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1015086.687500 Penalty: 2658.265869
	Iteration 16Q: 3 clusters Score -1015087 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1015264.500000 Penalty: 2658.265869
	Iteration 17Q: 3 clusters Score -1015264 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1015429.875000 Penalty: 2658.265869
	Iteration 18Q: 3 clusters Score -1015430 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1015596.312500 Penalty: 2658.265869
	Iteration 19Q: 3 clusters Score -1015596 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1015725.250000 Penalty: 2658.265869
	Iteration 20F: 3 clusters Score -1015725 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1015820.500000 Penalty: 2658.265869
	Iteration 21Q: 3 clusters Score -1015820 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1015874.062500 Penalty: 2658.265869
	Iteration 22Q: 3 clusters Score -1015874 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1015925.500000 Penalty: 2658.265869
	Iteration 23Q: 3 clusters Score -1015926 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1015957.062500 Penalty: 2658.265869
	Iteration 24Q: 3 clusters Score -1015957 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1015974.750000 Penalty: 2658.265869
	Iteration 25Q: 3 clusters Score -1015975 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1015986.250000 Penalty: 2658.265869
	Iteration 26Q: 3 clusters Score -1015986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1015989.062500 Penalty: 2658.265869
	Iteration 27Q: 3 clusters Score -1015989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1015994.437500 Penalty: 2658.265869
	Iteration 28Q: 3 clusters Score -1015994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1015998.750000 Penalty: 2658.265869
	Iteration 29Q: 3 clusters Score -1015999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1016005.937500 Penalty: 2658.265869
	Iteration 30Q: 3 clusters Score -1016006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1016011.562500 Penalty: 2658.265869
	Iteration 31Q: 3 clusters Score -1016012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1016016.062500 Penalty: 2658.265869
	Iteration 32Q: 3 clusters Score -1016016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1016020.937500 Penalty: 2658.265869
	Iteration 33Q: 3 clusters Score -1016021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1016024.250000 Penalty: 2658.265869
	Iteration 34Q: 3 clusters Score -1016024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1016027.125000 Penalty: 2658.265869
	Iteration 35Q: 3 clusters Score -1016027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1016028.312500 Penalty: 2658.265869
	Iteration 36Q: 3 clusters Score -1016028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1016028.875000 Penalty: 2658.265869
	Iteration 37Q: 3 clusters Score -1016029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1016029.312500 Penalty: 2658.265869
	Iteration 38Q: 3 clusters Score -1016029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1016031.875000 Penalty: 2658.265869
	Iteration 39Q: 3 clusters Score -1016032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1016036.750000 Penalty: 2658.265869
	Iteration 40F: 3 clusters Score -1016037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1016044.750000 Penalty: 2658.265869
	Iteration 41Q: 3 clusters Score -1016045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1016046.250000 Penalty: 2658.265869
	Iteration 42Q: 3 clusters Score -1016046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1016050.937500 Penalty: 2658.265869
	Iteration 43Q: 3 clusters Score -1016051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1016053.875000 Penalty: 2658.265869
	Iteration 44Q: 3 clusters Score -1016054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1016056.625000 Penalty: 2658.265869
	Iteration 45Q: 3 clusters Score -1016057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1016057.500000 Penalty: 2658.265869
	Iteration 46Q: 3 clusters Score -1016058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1016060.875000 Penalty: 2658.265869
	Iteration 47Q: 3 clusters Score -1016061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1016061.875000 Penalty: 2658.265869
	Iteration 48Q: 3 clusters Score -1016062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1016061.875000 Penalty: 2658.265869
	Iteration 49F: 3 clusters Score -1016062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (58488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58488 members 
Entering Unmasked Estep 
Score: -7403641.000000 Penalty: 1633.314697
	Iteration 0F: 2 clusters Score -7403641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29308 members 
Mstep: Class 2 contains 29180 members 
Entering Unmasked Estep 
Score: -7367002.500000 Penalty: 3266.629395
	Iteration 0F: 3 clusters Score -7367002 nChanged 27161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30103 members 
Mstep: Class 2 contains 28385 members 
Entering Unmasked Estep 
Score: -7382465.000000 Penalty: 3266.629395
	Iteration 1F: 3 clusters Score -7382465 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30522 members 
Mstep: Class 2 contains 27966 members 
Entering Unmasked Estep 
Score: -7383109.500000 Penalty: 3266.629395
	Iteration 2Q: 3 clusters Score -7383110 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31144 members 
Mstep: Class 2 contains 27344 members 
Entering Unmasked Estep 
Score: -7383821.500000 Penalty: 3266.629395
	Iteration 3Q: 3 clusters Score -7383822 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32077 members 
Mstep: Class 2 contains 26411 members 
Entering Unmasked Estep 
Score: -7384575.000000 Penalty: 3266.629395
	Iteration 4Q: 3 clusters Score -7384575 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33309 members 
Mstep: Class 2 contains 25179 members 
Entering Unmasked Estep 
Score: -7385420.000000 Penalty: 3266.629395
	Iteration 5Q: 3 clusters Score -7385420 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34985 members 
Mstep: Class 2 contains 23503 members 
Entering Unmasked Estep 
Score: -7386625.000000 Penalty: 3266.629395
	Iteration 6Q: 3 clusters Score -7386625 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37154 members 
Mstep: Class 2 contains 21334 members 
Entering Unmasked Estep 
Score: -7388055.000000 Penalty: 3266.629395
	Iteration 7Q: 3 clusters Score -7388055 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39999 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -7390131.000000 Penalty: 3266.629395
	Iteration 8F: 3 clusters Score -7390131 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43354 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -7392667.500000 Penalty: 3266.629395
	Iteration 9F: 3 clusters Score -7392668 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46952 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -7395412.000000 Penalty: 3266.629395
	Iteration 10F: 3 clusters Score -7395412 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50306 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -7397824.500000 Penalty: 3266.629395
	Iteration 11F: 3 clusters Score -7397824 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52895 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -7399557.500000 Penalty: 3266.629395
	Iteration 12Q: 3 clusters Score -7399558 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54667 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -7400639.000000 Penalty: 3266.629395
	Iteration 13Q: 3 clusters Score -7400639 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55785 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -7401337.000000 Penalty: 3266.629395
	Iteration 14Q: 3 clusters Score -7401337 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56467 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -7401760.000000 Penalty: 3266.629395
	Iteration 15Q: 3 clusters Score -7401760 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56883 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -7401985.000000 Penalty: 3266.629395
	Iteration 16Q: 3 clusters Score -7401985 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57162 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -7402151.500000 Penalty: 3266.629395
	Iteration 17Q: 3 clusters Score -7402152 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57324 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -7402243.500000 Penalty: 3266.629395
	Iteration 18Q: 3 clusters Score -7402244 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57433 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -7402311.500000 Penalty: 3266.629395
	Iteration 19Q: 3 clusters Score -7402312 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57520 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -7402366.500000 Penalty: 3266.629395
	Iteration 20F: 3 clusters Score -7402366 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57569 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -7402403.500000 Penalty: 3266.629395
	Iteration 21Q: 3 clusters Score -7402404 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57614 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -7402428.500000 Penalty: 3266.629395
	Iteration 22Q: 3 clusters Score -7402428 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57644 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -7402446.500000 Penalty: 3266.629395
	Iteration 23Q: 3 clusters Score -7402446 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57667 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -7402460.500000 Penalty: 3266.629395
	Iteration 24Q: 3 clusters Score -7402460 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57687 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -7402481.500000 Penalty: 3266.629395
	Iteration 25Q: 3 clusters Score -7402482 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57713 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -7402497.000000 Penalty: 3266.629395
	Iteration 26Q: 3 clusters Score -7402497 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57735 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -7402507.500000 Penalty: 3266.629395
	Iteration 27Q: 3 clusters Score -7402508 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57748 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -7402516.500000 Penalty: 3266.629395
	Iteration 28Q: 3 clusters Score -7402516 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57755 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -7402533.500000 Penalty: 3266.629395
	Iteration 29Q: 3 clusters Score -7402534 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57761 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -7402540.000000 Penalty: 3266.629395
	Iteration 30Q: 3 clusters Score -7402540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57761 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -7402540.500000 Penalty: 3266.629395
	Iteration 31Q: 3 clusters Score -7402540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57763 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -7402551.500000 Penalty: 3266.629395
	Iteration 32Q: 3 clusters Score -7402552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57764 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -7402555.500000 Penalty: 3266.629395
	Iteration 33Q: 3 clusters Score -7402556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57763 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -7402552.000000 Penalty: 3266.629395
	Iteration 34Q: 3 clusters Score -7402552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57764 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -7402552.500000 Penalty: 3266.629395
	Iteration 35Q: 3 clusters Score -7402552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57766 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -7402557.000000 Penalty: 3266.629395
	Iteration 36Q: 3 clusters Score -7402557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57766 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -7402557.000000 Penalty: 3266.629395
	Iteration 37F: 3 clusters Score -7402557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Entering Unmasked Estep 
Score: -15256.823242 Penalty: 735.316406
	Iteration 0F: 2 clusters Score -15256.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -14768.239258 Penalty: 1470.632812
	Iteration 0F: 3 clusters Score -14768.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -14796.074219 Penalty: 1470.632812
	Iteration 1Q: 3 clusters Score -14796.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -14796.074219 Penalty: 1470.632812
	Iteration 2F: 3 clusters Score -14796.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 62091 members 
Mstep: Class 2 contains 40744 members 
Mstep: Class 3 contains 10882 members 
Mstep: Class 4 contains 2569 members 
Mstep: Class 5 contains 67650 members 
Mstep: Class 6 contains 37416 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 5695 members 
Mstep: Class 9 contains 8416 members 
Mstep: Class 10 contains 9582 members 
Mstep: Class 11 contains 9293 members 
Mstep: Class 12 contains 2887 members 
Mstep: Class 13 contains 10873 members 
Mstep: Class 14 contains 1706 members 
Mstep: Class 15 contains 12055 members 
Mstep: Class 16 contains 191 members 
Mstep: Class 17 contains 24936 members 
Mstep: Class 18 contains 18126 members 
Mstep: Class 19 contains 4981 members 
Mstep: Class 20 contains 35596 members 
Mstep: Class 21 contains 8952 members 
Mstep: Class 22 contains 5476 members 
Mstep: Class 23 contains 22151 members 
Mstep: Class 24 contains 5636 members 
Mstep: Class 25 contains 16283 members 
Mstep: Class 26 contains 726 members 
Mstep: Class 27 contains 54367 members 
Mstep: Class 28 contains 4799 members 
Mstep: Class 29 contains 193 members 
Mstep: Class 30 contains 35017 members 
Mstep: Class 31 contains 21743 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 44701 members 
Mstep: Class 34 contains 126 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 222 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 7573 members 
Mstep: Class 40 contains 58488 members 
Mstep: Class 41 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 34. Lose 1986.889038 but Gain 1995.468750
Score: -81005928.000000 Penalty: 85805.187500
Iteration 359Q: 44 clusters Score -8.100593e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 61839 members 
Mstep: Class 2 contains 40739 members 
Mstep: Class 3 contains 10902 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 67825 members 
Mstep: Class 6 contains 37410 members 
Mstep: Class 7 contains 6973 members 
Mstep: Class 8 contains 5696 members 
Mstep: Class 9 contains 8416 members 
Mstep: Class 10 contains 9578 members 
Mstep: Class 11 contains 9299 members 
Mstep: Class 12 contains 2887 members 
Mstep: Class 13 contains 11012 members 
Mstep: Class 14 contains 1705 members 
Mstep: Class 15 contains 12057 members 
Mstep: Class 16 contains 283 members 
Mstep: Class 17 contains 25021 members 
Mstep: Class 18 contains 17672 members 
Mstep: Class 19 contains 4955 members 
Mstep: Class 20 contains 35697 members 
Mstep: Class 21 contains 8959 members 
Mstep: Class 22 contains 5469 members 
Mstep: Class 23 contains 22158 members 
Mstep: Class 24 contains 5634 members 
Mstep: Class 25 contains 16259 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 54385 members 
Mstep: Class 28 contains 4800 members 
Mstep: Class 29 contains 228 members 
Mstep: Class 30 contains 35033 members 
Mstep: Class 31 contains 21751 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 44615 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 220 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 7605 members 
Mstep: Class 40 contains 58833 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 6006 members 
Mstep: Class 43 contains 228 members 
Mstep: Class 44 contains 166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81007320.000000 Penalty: 85805.187500
Iteration 360F: 44 clusters Score -8.100732e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 61495 members 
Mstep: Class 2 contains 40735 members 
Mstep: Class 3 contains 10925 members 
Mstep: Class 4 contains 2570 members 
Mstep: Class 5 contains 67795 members 
Mstep: Class 6 contains 37396 members 
Mstep: Class 7 contains 6976 members 
Mstep: Class 8 contains 5700 members 
Mstep: Class 9 contains 8404 members 
Mstep: Class 10 contains 9576 members 
Mstep: Class 11 contains 9301 members 
Mstep: Class 12 contains 2886 members 
Mstep: Class 13 contains 10891 members 
Mstep: Class 14 contains 1700 members 
Mstep: Class 15 contains 12061 members 
Mstep: Class 16 contains 275 members 
Mstep: Class 17 contains 24954 members 
Mstep: Class 18 contains 17510 members 
Mstep: Class 19 contains 4925 members 
Mstep: Class 20 contains 35698 members 
Mstep: Class 21 contains 8949 members 
Mstep: Class 22 contains 5462 members 
Mstep: Class 23 contains 22160 members 
Mstep: Class 24 contains 5631 members 
Mstep: Class 25 contains 16251 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 54341 members 
Mstep: Class 28 contains 4802 members 
Mstep: Class 29 contains 218 members 
Mstep: Class 30 contains 35020 members 
Mstep: Class 31 contains 21752 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 44580 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 221 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 7763 members 
Mstep: Class 40 contains 59153 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 6396 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81007872.000000 Penalty: 85805.187500
Iteration 361Q: 44 clusters Score -8.100787e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 61143 members 
Mstep: Class 2 contains 40734 members 
Mstep: Class 3 contains 10943 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 67808 members 
Mstep: Class 6 contains 37394 members 
Mstep: Class 7 contains 6978 members 
Mstep: Class 8 contains 5703 members 
Mstep: Class 9 contains 8402 members 
Mstep: Class 10 contains 9576 members 
Mstep: Class 11 contains 9303 members 
Mstep: Class 12 contains 2886 members 
Mstep: Class 13 contains 10811 members 
Mstep: Class 14 contains 1701 members 
Mstep: Class 15 contains 12062 members 
Mstep: Class 16 contains 267 members 
Mstep: Class 17 contains 24914 members 
Mstep: Class 18 contains 17451 members 
Mstep: Class 19 contains 4899 members 
Mstep: Class 20 contains 35698 members 
Mstep: Class 21 contains 8946 members 
Mstep: Class 22 contains 5456 members 
Mstep: Class 23 contains 22159 members 
Mstep: Class 24 contains 5626 members 
Mstep: Class 25 contains 16235 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 54316 members 
Mstep: Class 28 contains 4803 members 
Mstep: Class 29 contains 220 members 
Mstep: Class 30 contains 35016 members 
Mstep: Class 31 contains 21753 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 44568 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 220 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 7900 members 
Mstep: Class 40 contains 59428 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 6578 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81007888.000000 Penalty: 85805.187500
Iteration 362Q: 44 clusters Score -8.100789e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 60830 members 
Mstep: Class 2 contains 40731 members 
Mstep: Class 3 contains 10964 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 67831 members 
Mstep: Class 6 contains 37383 members 
Mstep: Class 7 contains 6978 members 
Mstep: Class 8 contains 5701 members 
Mstep: Class 9 contains 8402 members 
Mstep: Class 10 contains 9575 members 
Mstep: Class 11 contains 9303 members 
Mstep: Class 12 contains 2885 members 
Mstep: Class 13 contains 10753 members 
Mstep: Class 14 contains 1705 members 
Mstep: Class 15 contains 12067 members 
Mstep: Class 16 contains 265 members 
Mstep: Class 17 contains 24892 members 
Mstep: Class 18 contains 17429 members 
Mstep: Class 19 contains 4875 members 
Mstep: Class 20 contains 35699 members 
Mstep: Class 21 contains 8940 members 
Mstep: Class 22 contains 5450 members 
Mstep: Class 23 contains 22155 members 
Mstep: Class 24 contains 5626 members 
Mstep: Class 25 contains 16226 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 54305 members 
Mstep: Class 28 contains 4801 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 35010 members 
Mstep: Class 31 contains 21752 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 44520 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 219 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 8030 members 
Mstep: Class 40 contains 59684 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 6688 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81008016.000000 Penalty: 85805.187500
Iteration 363Q: 44 clusters Score -8.100802e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 60553 members 
Mstep: Class 2 contains 40720 members 
Mstep: Class 3 contains 10987 members 
Mstep: Class 4 contains 2569 members 
Mstep: Class 5 contains 67851 members 
Mstep: Class 6 contains 37388 members 
Mstep: Class 7 contains 6979 members 
Mstep: Class 8 contains 5702 members 
Mstep: Class 9 contains 8400 members 
Mstep: Class 10 contains 9573 members 
Mstep: Class 11 contains 9303 members 
Mstep: Class 12 contains 2884 members 
Mstep: Class 13 contains 10699 members 
Mstep: Class 14 contains 1706 members 
Mstep: Class 15 contains 12065 members 
Mstep: Class 16 contains 266 members 
Mstep: Class 17 contains 24883 members 
Mstep: Class 18 contains 17426 members 
Mstep: Class 19 contains 4847 members 
Mstep: Class 20 contains 35692 members 
Mstep: Class 21 contains 8932 members 
Mstep: Class 22 contains 5446 members 
Mstep: Class 23 contains 22154 members 
Mstep: Class 24 contains 5625 members 
Mstep: Class 25 contains 16218 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 54323 members 
Mstep: Class 28 contains 4802 members 
Mstep: Class 29 contains 222 members 
Mstep: Class 30 contains 35006 members 
Mstep: Class 31 contains 21753 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 44476 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 219 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 8113 members 
Mstep: Class 40 contains 59926 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 6757 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81008048.000000 Penalty: 85805.187500
Iteration 364Q: 44 clusters Score -8.100805e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 60329 members 
Mstep: Class 2 contains 40706 members 
Mstep: Class 3 contains 11016 members 
Mstep: Class 4 contains 2568 members 
Mstep: Class 5 contains 67859 members 
Mstep: Class 6 contains 37365 members 
Mstep: Class 7 contains 6979 members 
Mstep: Class 8 contains 5708 members 
Mstep: Class 9 contains 8401 members 
Mstep: Class 10 contains 9570 members 
Mstep: Class 11 contains 9303 members 
Mstep: Class 12 contains 2885 members 
Mstep: Class 13 contains 10669 members 
Mstep: Class 14 contains 1705 members 
Mstep: Class 15 contains 12059 members 
Mstep: Class 16 contains 266 members 
Mstep: Class 17 contains 24878 members 
Mstep: Class 18 contains 17422 members 
Mstep: Class 19 contains 4828 members 
Mstep: Class 20 contains 35686 members 
Mstep: Class 21 contains 8927 members 
Mstep: Class 22 contains 5444 members 
Mstep: Class 23 contains 22153 members 
Mstep: Class 24 contains 5623 members 
Mstep: Class 25 contains 16204 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 54340 members 
Mstep: Class 28 contains 4801 members 
Mstep: Class 29 contains 222 members 
Mstep: Class 30 contains 35008 members 
Mstep: Class 31 contains 21752 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 44453 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 219 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 8178 members 
Mstep: Class 40 contains 60127 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 6812 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81008016.000000 Penalty: 85805.187500
Iteration 365Q: 44 clusters Score -8.100802e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 60121 members 
Mstep: Class 2 contains 40700 members 
Mstep: Class 3 contains 11043 members 
Mstep: Class 4 contains 2567 members 
Mstep: Class 5 contains 67859 members 
Mstep: Class 6 contains 37349 members 
Mstep: Class 7 contains 6979 members 
Mstep: Class 8 contains 5710 members 
Mstep: Class 9 contains 8405 members 
Mstep: Class 10 contains 9568 members 
Mstep: Class 11 contains 9304 members 
Mstep: Class 12 contains 2885 members 
Mstep: Class 13 contains 10657 members 
Mstep: Class 14 contains 1705 members 
Mstep: Class 15 contains 12057 members 
Mstep: Class 16 contains 266 members 
Mstep: Class 17 contains 24884 members 
Mstep: Class 18 contains 17419 members 
Mstep: Class 19 contains 4814 members 
Mstep: Class 20 contains 35681 members 
Mstep: Class 21 contains 8924 members 
Mstep: Class 22 contains 5441 members 
Mstep: Class 23 contains 22153 members 
Mstep: Class 24 contains 5620 members 
Mstep: Class 25 contains 16200 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 54355 members 
Mstep: Class 28 contains 4802 members 
Mstep: Class 29 contains 222 members 
Mstep: Class 30 contains 35005 members 
Mstep: Class 31 contains 21752 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 44406 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 219 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 8243 members 
Mstep: Class 40 contains 60306 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 6844 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81008000.000000 Penalty: 85805.187500
Iteration 366Q: 44 clusters Score -8.1008e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 59932 members 
Mstep: Class 2 contains 40699 members 
Mstep: Class 3 contains 11057 members 
Mstep: Class 4 contains 2564 members 
Mstep: Class 5 contains 67873 members 
Mstep: Class 6 contains 37319 members 
Mstep: Class 7 contains 6979 members 
Mstep: Class 8 contains 5712 members 
Mstep: Class 9 contains 8408 members 
Mstep: Class 10 contains 9569 members 
Mstep: Class 11 contains 9304 members 
Mstep: Class 12 contains 2887 members 
Mstep: Class 13 contains 10637 members 
Mstep: Class 14 contains 1706 members 
Mstep: Class 15 contains 12060 members 
Mstep: Class 16 contains 266 members 
Mstep: Class 17 contains 24887 members 
Mstep: Class 18 contains 17417 members 
Mstep: Class 19 contains 4791 members 
Mstep: Class 20 contains 35678 members 
Mstep: Class 21 contains 8921 members 
Mstep: Class 22 contains 5434 members 
Mstep: Class 23 contains 22152 members 
Mstep: Class 24 contains 5620 members 
Mstep: Class 25 contains 16194 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 54347 members 
Mstep: Class 28 contains 4803 members 
Mstep: Class 29 contains 222 members 
Mstep: Class 30 contains 35008 members 
Mstep: Class 31 contains 21752 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 44352 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 219 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 8302 members 
Mstep: Class 40 contains 60522 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 6872 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81008080.000000 Penalty: 85805.187500
Iteration 367Q: 44 clusters Score -8.100808e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 59766 members 
Mstep: Class 2 contains 40688 members 
Mstep: Class 3 contains 11067 members 
Mstep: Class 4 contains 2563 members 
Mstep: Class 5 contains 67874 members 
Mstep: Class 6 contains 37296 members 
Mstep: Class 7 contains 6979 members 
Mstep: Class 8 contains 5716 members 
Mstep: Class 9 contains 8408 members 
Mstep: Class 10 contains 9571 members 
Mstep: Class 11 contains 9305 members 
Mstep: Class 12 contains 2888 members 
Mstep: Class 13 contains 10618 members 
Mstep: Class 14 contains 1705 members 
Mstep: Class 15 contains 12062 members 
Mstep: Class 16 contains 266 members 
Mstep: Class 17 contains 24885 members 
Mstep: Class 18 contains 17415 members 
Mstep: Class 19 contains 4775 members 
Mstep: Class 20 contains 35676 members 
Mstep: Class 21 contains 8920 members 
Mstep: Class 22 contains 5432 members 
Mstep: Class 23 contains 22153 members 
Mstep: Class 24 contains 5619 members 
Mstep: Class 25 contains 16185 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 54342 members 
Mstep: Class 28 contains 4804 members 
Mstep: Class 29 contains 222 members 
Mstep: Class 30 contains 35013 members 
Mstep: Class 31 contains 21752 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 44290 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 219 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 8345 members 
Mstep: Class 40 contains 60744 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 6902 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81008088.000000 Penalty: 85805.187500
Iteration 368Q: 44 clusters Score -8.100809e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 59612 members 
Mstep: Class 2 contains 40687 members 
Mstep: Class 3 contains 11086 members 
Mstep: Class 4 contains 2562 members 
Mstep: Class 5 contains 67872 members 
Mstep: Class 6 contains 37272 members 
Mstep: Class 7 contains 6979 members 
Mstep: Class 8 contains 5716 members 
Mstep: Class 9 contains 8414 members 
Mstep: Class 10 contains 9574 members 
Mstep: Class 11 contains 9307 members 
Mstep: Class 12 contains 2890 members 
Mstep: Class 13 contains 10607 members 
Mstep: Class 14 contains 1704 members 
Mstep: Class 15 contains 12067 members 
Mstep: Class 16 contains 266 members 
Mstep: Class 17 contains 24891 members 
Mstep: Class 18 contains 17406 members 
Mstep: Class 19 contains 4754 members 
Mstep: Class 20 contains 35677 members 
Mstep: Class 21 contains 8917 members 
Mstep: Class 22 contains 5426 members 
Mstep: Class 23 contains 22153 members 
Mstep: Class 24 contains 5615 members 
Mstep: Class 25 contains 16171 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 54335 members 
Mstep: Class 28 contains 4805 members 
Mstep: Class 29 contains 222 members 
Mstep: Class 30 contains 35009 members 
Mstep: Class 31 contains 21752 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 44264 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 219 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 8378 members 
Mstep: Class 40 contains 60934 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 6922 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81008080.000000 Penalty: 85805.187500
Iteration 369Q: 44 clusters Score -8.100808e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 59477 members 
Mstep: Class 2 contains 40687 members 
Mstep: Class 3 contains 11108 members 
Mstep: Class 4 contains 2563 members 
Mstep: Class 5 contains 67872 members 
Mstep: Class 6 contains 37245 members 
Mstep: Class 7 contains 6979 members 
Mstep: Class 8 contains 5720 members 
Mstep: Class 9 contains 8417 members 
Mstep: Class 10 contains 9573 members 
Mstep: Class 11 contains 9308 members 
Mstep: Class 12 contains 2894 members 
Mstep: Class 13 contains 10600 members 
Mstep: Class 14 contains 1704 members 
Mstep: Class 15 contains 12062 members 
Mstep: Class 16 contains 266 members 
Mstep: Class 17 contains 24893 members 
Mstep: Class 18 contains 17403 members 
Mstep: Class 19 contains 4733 members 
Mstep: Class 20 contains 35677 members 
Mstep: Class 21 contains 8916 members 
Mstep: Class 22 contains 5423 members 
Mstep: Class 23 contains 22153 members 
Mstep: Class 24 contains 5610 members 
Mstep: Class 25 contains 16158 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 54324 members 
Mstep: Class 28 contains 4804 members 
Mstep: Class 29 contains 222 members 
Mstep: Class 30 contains 35005 members 
Mstep: Class 31 contains 21752 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 44254 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 219 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 8415 members 
Mstep: Class 40 contains 61095 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 6934 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81007832.000000 Penalty: 85805.187500
Iteration 370Q: 44 clusters Score -8.100783e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 59337 members 
Mstep: Class 2 contains 40678 members 
Mstep: Class 3 contains 11127 members 
Mstep: Class 4 contains 2563 members 
Mstep: Class 5 contains 67875 members 
Mstep: Class 6 contains 37253 members 
Mstep: Class 7 contains 6979 members 
Mstep: Class 8 contains 5722 members 
Mstep: Class 9 contains 8420 members 
Mstep: Class 10 contains 9565 members 
Mstep: Class 11 contains 9308 members 
Mstep: Class 12 contains 2897 members 
Mstep: Class 13 contains 10598 members 
Mstep: Class 14 contains 1706 members 
Mstep: Class 15 contains 12059 members 
Mstep: Class 16 contains 266 members 
Mstep: Class 17 contains 24893 members 
Mstep: Class 18 contains 17400 members 
Mstep: Class 19 contains 4710 members 
Mstep: Class 20 contains 35678 members 
Mstep: Class 21 contains 8916 members 
Mstep: Class 22 contains 5417 members 
Mstep: Class 23 contains 22152 members 
Mstep: Class 24 contains 5604 members 
Mstep: Class 25 contains 16145 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 54322 members 
Mstep: Class 28 contains 4804 members 
Mstep: Class 29 contains 222 members 
Mstep: Class 30 contains 35003 members 
Mstep: Class 31 contains 21751 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 44210 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 219 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 8455 members 
Mstep: Class 40 contains 61269 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 6942 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81008008.000000 Penalty: 85805.187500
Iteration 371Q: 44 clusters Score -8.100801e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 59222 members 
Mstep: Class 2 contains 40680 members 
Mstep: Class 3 contains 11140 members 
Mstep: Class 4 contains 2563 members 
Mstep: Class 5 contains 67879 members 
Mstep: Class 6 contains 37243 members 
Mstep: Class 7 contains 6980 members 
Mstep: Class 8 contains 5723 members 
Mstep: Class 9 contains 8422 members 
Mstep: Class 10 contains 9567 members 
Mstep: Class 11 contains 9308 members 
Mstep: Class 12 contains 2897 members 
Mstep: Class 13 contains 10594 members 
Mstep: Class 14 contains 1705 members 
Mstep: Class 15 contains 12057 members 
Mstep: Class 16 contains 266 members 
Mstep: Class 17 contains 24892 members 
Mstep: Class 18 contains 17399 members 
Mstep: Class 19 contains 4700 members 
Mstep: Class 20 contains 35677 members 
Mstep: Class 21 contains 8917 members 
Mstep: Class 22 contains 5413 members 
Mstep: Class 23 contains 22152 members 
Mstep: Class 24 contains 5602 members 
Mstep: Class 25 contains 16147 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 54312 members 
Mstep: Class 28 contains 4804 members 
Mstep: Class 29 contains 222 members 
Mstep: Class 30 contains 34999 members 
Mstep: Class 31 contains 21751 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 44143 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 219 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 8482 members 
Mstep: Class 40 contains 61443 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 6945 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81008136.000000 Penalty: 85805.187500
Iteration 372Q: 44 clusters Score -8.100814e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 59098 members 
Mstep: Class 2 contains 40680 members 
Mstep: Class 3 contains 11158 members 
Mstep: Class 4 contains 2563 members 
Mstep: Class 5 contains 67882 members 
Mstep: Class 6 contains 37232 members 
Mstep: Class 7 contains 6981 members 
Mstep: Class 8 contains 5724 members 
Mstep: Class 9 contains 8426 members 
Mstep: Class 10 contains 9566 members 
Mstep: Class 11 contains 9308 members 
Mstep: Class 12 contains 2897 members 
Mstep: Class 13 contains 10587 members 
Mstep: Class 14 contains 1705 members 
Mstep: Class 15 contains 12054 members 
Mstep: Class 16 contains 266 members 
Mstep: Class 17 contains 24898 members 
Mstep: Class 18 contains 17397 members 
Mstep: Class 19 contains 4693 members 
Mstep: Class 20 contains 35676 members 
Mstep: Class 21 contains 8917 members 
Mstep: Class 22 contains 5410 members 
Mstep: Class 23 contains 22152 members 
Mstep: Class 24 contains 5599 members 
Mstep: Class 25 contains 16140 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 54327 members 
Mstep: Class 28 contains 4804 members 
Mstep: Class 29 contains 222 members 
Mstep: Class 30 contains 34999 members 
Mstep: Class 31 contains 21752 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 44091 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 219 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 8509 members 
Mstep: Class 40 contains 61586 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 6947 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81008232.000000 Penalty: 85805.187500
Iteration 373Q: 44 clusters Score -8.100823e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58996 members 
Mstep: Class 2 contains 40678 members 
Mstep: Class 3 contains 11179 members 
Mstep: Class 4 contains 2562 members 
Mstep: Class 5 contains 67886 members 
Mstep: Class 6 contains 37210 members 
Mstep: Class 7 contains 6981 members 
Mstep: Class 8 contains 5721 members 
Mstep: Class 9 contains 8429 members 
Mstep: Class 10 contains 9571 members 
Mstep: Class 11 contains 9308 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 10583 members 
Mstep: Class 14 contains 1705 members 
Mstep: Class 15 contains 12054 members 
Mstep: Class 16 contains 266 members 
Mstep: Class 17 contains 24900 members 
Mstep: Class 18 contains 17397 members 
Mstep: Class 19 contains 4685 members 
Mstep: Class 20 contains 35674 members 
Mstep: Class 21 contains 8916 members 
Mstep: Class 22 contains 5409 members 
Mstep: Class 23 contains 22152 members 
Mstep: Class 24 contains 5597 members 
Mstep: Class 25 contains 16140 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 54344 members 
Mstep: Class 28 contains 4804 members 
Mstep: Class 29 contains 222 members 
Mstep: Class 30 contains 35002 members 
Mstep: Class 31 contains 21752 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 44012 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 219 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 8534 members 
Mstep: Class 40 contains 61732 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 6949 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81007992.000000 Penalty: 85805.187500
Iteration 374Q: 44 clusters Score -8.100799e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58906 members 
Mstep: Class 2 contains 40674 members 
Mstep: Class 3 contains 11203 members 
Mstep: Class 4 contains 2562 members 
Mstep: Class 5 contains 67887 members 
Mstep: Class 6 contains 37200 members 
Mstep: Class 7 contains 6981 members 
Mstep: Class 8 contains 5722 members 
Mstep: Class 9 contains 8431 members 
Mstep: Class 10 contains 9571 members 
Mstep: Class 11 contains 9308 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 10580 members 
Mstep: Class 14 contains 1707 members 
Mstep: Class 15 contains 12052 members 
Mstep: Class 16 contains 266 members 
Mstep: Class 17 contains 24903 members 
Mstep: Class 18 contains 17396 members 
Mstep: Class 19 contains 4677 members 
Mstep: Class 20 contains 35675 members 
Mstep: Class 21 contains 8916 members 
Mstep: Class 22 contains 5407 members 
Mstep: Class 23 contains 22152 members 
Mstep: Class 24 contains 5596 members 
Mstep: Class 25 contains 16141 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 54361 members 
Mstep: Class 28 contains 4804 members 
Mstep: Class 29 contains 222 members 
Mstep: Class 30 contains 34997 members 
Mstep: Class 31 contains 21752 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43951 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 219 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 8555 members 
Mstep: Class 40 contains 61843 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 6952 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81007912.000000 Penalty: 85805.187500
Iteration 375Q: 44 clusters Score -8.100791e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58836 members 
Mstep: Class 2 contains 40675 members 
Mstep: Class 3 contains 11228 members 
Mstep: Class 4 contains 2562 members 
Mstep: Class 5 contains 67891 members 
Mstep: Class 6 contains 37180 members 
Mstep: Class 7 contains 6981 members 
Mstep: Class 8 contains 5721 members 
Mstep: Class 9 contains 8431 members 
Mstep: Class 10 contains 9571 members 
Mstep: Class 11 contains 9308 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 10582 members 
Mstep: Class 14 contains 1708 members 
Mstep: Class 15 contains 12056 members 
Mstep: Class 16 contains 266 members 
Mstep: Class 17 contains 24905 members 
Mstep: Class 18 contains 17394 members 
Mstep: Class 19 contains 4671 members 
Mstep: Class 20 contains 35675 members 
Mstep: Class 21 contains 8915 members 
Mstep: Class 22 contains 5407 members 
Mstep: Class 23 contains 22152 members 
Mstep: Class 24 contains 5597 members 
Mstep: Class 25 contains 16138 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 54366 members 
Mstep: Class 28 contains 4805 members 
Mstep: Class 29 contains 222 members 
Mstep: Class 30 contains 34995 members 
Mstep: Class 31 contains 21751 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43892 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 219 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 8567 members 
Mstep: Class 40 contains 61949 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 6953 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81007992.000000 Penalty: 85805.187500
Iteration 376Q: 44 clusters Score -8.100799e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58758 members 
Mstep: Class 2 contains 40678 members 
Mstep: Class 3 contains 11248 members 
Mstep: Class 4 contains 2561 members 
Mstep: Class 5 contains 67895 members 
Mstep: Class 6 contains 37173 members 
Mstep: Class 7 contains 6981 members 
Mstep: Class 8 contains 5719 members 
Mstep: Class 9 contains 8430 members 
Mstep: Class 10 contains 9569 members 
Mstep: Class 11 contains 9308 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 10582 members 
Mstep: Class 14 contains 1709 members 
Mstep: Class 15 contains 12059 members 
Mstep: Class 16 contains 266 members 
Mstep: Class 17 contains 24904 members 
Mstep: Class 18 contains 17392 members 
Mstep: Class 19 contains 4660 members 
Mstep: Class 20 contains 35675 members 
Mstep: Class 21 contains 8916 members 
Mstep: Class 22 contains 5407 members 
Mstep: Class 23 contains 22152 members 
Mstep: Class 24 contains 5598 members 
Mstep: Class 25 contains 16136 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 54362 members 
Mstep: Class 28 contains 4805 members 
Mstep: Class 29 contains 222 members 
Mstep: Class 30 contains 34994 members 
Mstep: Class 31 contains 21751 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43858 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 219 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 8584 members 
Mstep: Class 40 contains 62044 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 6954 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81008088.000000 Penalty: 85805.187500
Iteration 377Q: 44 clusters Score -8.100809e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58693 members 
Mstep: Class 2 contains 40686 members 
Mstep: Class 3 contains 11262 members 
Mstep: Class 4 contains 2561 members 
Mstep: Class 5 contains 67896 members 
Mstep: Class 6 contains 37158 members 
Mstep: Class 7 contains 6981 members 
Mstep: Class 8 contains 5719 members 
Mstep: Class 9 contains 8429 members 
Mstep: Class 10 contains 9570 members 
Mstep: Class 11 contains 9308 members 
Mstep: Class 12 contains 2895 members 
Mstep: Class 13 contains 10585 members 
Mstep: Class 14 contains 1710 members 
Mstep: Class 15 contains 12058 members 
Mstep: Class 16 contains 266 members 
Mstep: Class 17 contains 24907 members 
Mstep: Class 18 contains 17389 members 
Mstep: Class 19 contains 4651 members 
Mstep: Class 20 contains 35676 members 
Mstep: Class 21 contains 8916 members 
Mstep: Class 22 contains 5406 members 
Mstep: Class 23 contains 22152 members 
Mstep: Class 24 contains 5598 members 
Mstep: Class 25 contains 16133 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 54359 members 
Mstep: Class 28 contains 4805 members 
Mstep: Class 29 contains 222 members 
Mstep: Class 30 contains 34996 members 
Mstep: Class 31 contains 21751 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43810 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 219 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 8595 members 
Mstep: Class 40 contains 62149 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 6954 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81007888.000000 Penalty: 85805.187500
Iteration 378Q: 44 clusters Score -8.100789e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58628 members 
Mstep: Class 2 contains 40686 members 
Mstep: Class 3 contains 11283 members 
Mstep: Class 4 contains 2561 members 
Mstep: Class 5 contains 67899 members 
Mstep: Class 6 contains 37132 members 
Mstep: Class 7 contains 6981 members 
Mstep: Class 8 contains 5719 members 
Mstep: Class 9 contains 8429 members 
Mstep: Class 10 contains 9572 members 
Mstep: Class 11 contains 9308 members 
Mstep: Class 12 contains 2895 members 
Mstep: Class 13 contains 10585 members 
Mstep: Class 14 contains 1710 members 
Mstep: Class 15 contains 12058 members 
Mstep: Class 16 contains 266 members 
Mstep: Class 17 contains 24908 members 
Mstep: Class 18 contains 17388 members 
Mstep: Class 19 contains 4647 members 
Mstep: Class 20 contains 35679 members 
Mstep: Class 21 contains 8916 members 
Mstep: Class 22 contains 5405 members 
Mstep: Class 23 contains 22152 members 
Mstep: Class 24 contains 5597 members 
Mstep: Class 25 contains 16129 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 54363 members 
Mstep: Class 28 contains 4805 members 
Mstep: Class 29 contains 222 members 
Mstep: Class 30 contains 34993 members 
Mstep: Class 31 contains 21751 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43773 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 219 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 8601 members 
Mstep: Class 40 contains 62251 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 6954 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81007840.000000 Penalty: 85805.187500
Iteration 379Q: 44 clusters Score -8.100784e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58579 members 
Mstep: Class 2 contains 40688 members 
Mstep: Class 3 contains 11307 members 
Mstep: Class 4 contains 2561 members 
Mstep: Class 5 contains 67902 members 
Mstep: Class 6 contains 37120 members 
Mstep: Class 7 contains 6981 members 
Mstep: Class 8 contains 5719 members 
Mstep: Class 9 contains 8428 members 
Mstep: Class 10 contains 9574 members 
Mstep: Class 11 contains 9308 members 
Mstep: Class 12 contains 2895 members 
Mstep: Class 13 contains 10585 members 
Mstep: Class 14 contains 1711 members 
Mstep: Class 15 contains 12059 members 
Mstep: Class 16 contains 266 members 
Mstep: Class 17 contains 24911 members 
Mstep: Class 18 contains 17388 members 
Mstep: Class 19 contains 4644 members 
Mstep: Class 20 contains 35680 members 
Mstep: Class 21 contains 8916 members 
Mstep: Class 22 contains 5404 members 
Mstep: Class 23 contains 22152 members 
Mstep: Class 24 contains 5596 members 
Mstep: Class 25 contains 16126 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 54344 members 
Mstep: Class 28 contains 4804 members 
Mstep: Class 29 contains 222 members 
Mstep: Class 30 contains 34991 members 
Mstep: Class 31 contains 21751 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43764 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 219 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 8601 members 
Mstep: Class 40 contains 62315 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 6954 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81007936.000000 Penalty: 85805.187500
Iteration 380F: 44 clusters Score -8.100794e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58536 members 
Mstep: Class 2 contains 40686 members 
Mstep: Class 3 contains 11336 members 
Mstep: Class 4 contains 2561 members 
Mstep: Class 5 contains 67905 members 
Mstep: Class 6 contains 37107 members 
Mstep: Class 7 contains 6981 members 
Mstep: Class 8 contains 5718 members 
Mstep: Class 9 contains 8429 members 
Mstep: Class 10 contains 9574 members 
Mstep: Class 11 contains 9308 members 
Mstep: Class 12 contains 2895 members 
Mstep: Class 13 contains 10584 members 
Mstep: Class 14 contains 1713 members 
Mstep: Class 15 contains 12063 members 
Mstep: Class 16 contains 264 members 
Mstep: Class 17 contains 24912 members 
Mstep: Class 18 contains 17387 members 
Mstep: Class 19 contains 4639 members 
Mstep: Class 20 contains 35680 members 
Mstep: Class 21 contains 8917 members 
Mstep: Class 22 contains 5403 members 
Mstep: Class 23 contains 22152 members 
Mstep: Class 24 contains 5595 members 
Mstep: Class 25 contains 16118 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 54296 members 
Mstep: Class 28 contains 4805 members 
Mstep: Class 29 contains 221 members 
Mstep: Class 30 contains 34990 members 
Mstep: Class 31 contains 21751 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43757 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 219 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 8614 members 
Mstep: Class 40 contains 62392 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 6954 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81007904.000000 Penalty: 85805.187500
Iteration 381Q: 44 clusters Score -8.10079e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58492 members 
Mstep: Class 2 contains 40684 members 
Mstep: Class 3 contains 11358 members 
Mstep: Class 4 contains 2561 members 
Mstep: Class 5 contains 67904 members 
Mstep: Class 6 contains 37103 members 
Mstep: Class 7 contains 6981 members 
Mstep: Class 8 contains 5719 members 
Mstep: Class 9 contains 8429 members 
Mstep: Class 10 contains 9574 members 
Mstep: Class 11 contains 9308 members 
Mstep: Class 12 contains 2895 members 
Mstep: Class 13 contains 10584 members 
Mstep: Class 14 contains 1711 members 
Mstep: Class 15 contains 12066 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 24914 members 
Mstep: Class 18 contains 17387 members 
Mstep: Class 19 contains 4636 members 
Mstep: Class 20 contains 35681 members 
Mstep: Class 21 contains 8917 members 
Mstep: Class 22 contains 5402 members 
Mstep: Class 23 contains 22152 members 
Mstep: Class 24 contains 5594 members 
Mstep: Class 25 contains 16111 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 54258 members 
Mstep: Class 28 contains 4805 members 
Mstep: Class 29 contains 222 members 
Mstep: Class 30 contains 34991 members 
Mstep: Class 31 contains 21752 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43737 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 219 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 8630 members 
Mstep: Class 40 contains 62468 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 6954 members 
Mstep: Class 43 contains 226 members 
Mstep: Class 44 contains 199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81007992.000000 Penalty: 85805.187500
Iteration 382Q: 44 clusters Score -8.100799e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58453 members 
Mstep: Class 2 contains 40685 members 
Mstep: Class 3 contains 11379 members 
Mstep: Class 4 contains 2561 members 
Mstep: Class 5 contains 67904 members 
Mstep: Class 6 contains 37102 members 
Mstep: Class 7 contains 6981 members 
Mstep: Class 8 contains 5721 members 
Mstep: Class 9 contains 8429 members 
Mstep: Class 10 contains 9575 members 
Mstep: Class 11 contains 9308 members 
Mstep: Class 12 contains 2895 members 
Mstep: Class 13 contains 10583 members 
Mstep: Class 14 contains 1710 members 
Mstep: Class 15 contains 12067 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 24917 members 
Mstep: Class 18 contains 17387 members 
Mstep: Class 19 contains 4626 members 
Mstep: Class 20 contains 35683 members 
Mstep: Class 21 contains 8918 members 
Mstep: Class 22 contains 5401 members 
Mstep: Class 23 contains 22152 members 
Mstep: Class 24 contains 5593 members 
Mstep: Class 25 contains 16104 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 54231 members 
Mstep: Class 28 contains 4805 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34987 members 
Mstep: Class 31 contains 21752 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43719 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 8640 members 
Mstep: Class 40 contains 62536 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 6954 members 
Mstep: Class 43 contains 226 members 
Mstep: Class 44 contains 199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81007848.000000 Penalty: 85805.187500
Iteration 383Q: 44 clusters Score -8.100785e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58402 members 
Mstep: Class 2 contains 40690 members 
Mstep: Class 3 contains 11390 members 
Mstep: Class 4 contains 2561 members 
Mstep: Class 5 contains 67906 members 
Mstep: Class 6 contains 37110 members 
Mstep: Class 7 contains 6981 members 
Mstep: Class 8 contains 5723 members 
Mstep: Class 9 contains 8429 members 
Mstep: Class 10 contains 9574 members 
Mstep: Class 11 contains 9308 members 
Mstep: Class 12 contains 2895 members 
Mstep: Class 13 contains 10581 members 
Mstep: Class 14 contains 1710 members 
Mstep: Class 15 contains 12064 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 24916 members 
Mstep: Class 18 contains 17388 members 
Mstep: Class 19 contains 4614 members 
Mstep: Class 20 contains 35683 members 
Mstep: Class 21 contains 8918 members 
Mstep: Class 22 contains 5400 members 
Mstep: Class 23 contains 22152 members 
Mstep: Class 24 contains 5589 members 
Mstep: Class 25 contains 16102 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 54214 members 
Mstep: Class 28 contains 4805 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34986 members 
Mstep: Class 31 contains 21752 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43698 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 8652 members 
Mstep: Class 40 contains 62610 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 6955 members 
Mstep: Class 43 contains 226 members 
Mstep: Class 44 contains 199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81007928.000000 Penalty: 85805.187500
Iteration 384Q: 44 clusters Score -8.100793e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58348 members 
Mstep: Class 2 contains 40689 members 
Mstep: Class 3 contains 11397 members 
Mstep: Class 4 contains 2561 members 
Mstep: Class 5 contains 67909 members 
Mstep: Class 6 contains 37115 members 
Mstep: Class 7 contains 6981 members 
Mstep: Class 8 contains 5722 members 
Mstep: Class 9 contains 8429 members 
Mstep: Class 10 contains 9573 members 
Mstep: Class 11 contains 9308 members 
Mstep: Class 12 contains 2895 members 
Mstep: Class 13 contains 10581 members 
Mstep: Class 14 contains 1710 members 
Mstep: Class 15 contains 12063 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 24919 members 
Mstep: Class 18 contains 17387 members 
Mstep: Class 19 contains 4603 members 
Mstep: Class 20 contains 35683 members 
Mstep: Class 21 contains 8917 members 
Mstep: Class 22 contains 5399 members 
Mstep: Class 23 contains 22152 members 
Mstep: Class 24 contains 5588 members 
Mstep: Class 25 contains 16095 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 54197 members 
Mstep: Class 28 contains 4805 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34987 members 
Mstep: Class 31 contains 21752 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43673 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 8664 members 
Mstep: Class 40 contains 62701 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 6955 members 
Mstep: Class 43 contains 226 members 
Mstep: Class 44 contains 199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81007848.000000 Penalty: 85805.187500
Iteration 385Q: 44 clusters Score -8.100785e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58304 members 
Mstep: Class 2 contains 40683 members 
Mstep: Class 3 contains 11400 members 
Mstep: Class 4 contains 2561 members 
Mstep: Class 5 contains 67910 members 
Mstep: Class 6 contains 37122 members 
Mstep: Class 7 contains 6981 members 
Mstep: Class 8 contains 5721 members 
Mstep: Class 9 contains 8431 members 
Mstep: Class 10 contains 9572 members 
Mstep: Class 11 contains 9308 members 
Mstep: Class 12 contains 2895 members 
Mstep: Class 13 contains 10581 members 
Mstep: Class 14 contains 1709 members 
Mstep: Class 15 contains 12061 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 24920 members 
Mstep: Class 18 contains 17388 members 
Mstep: Class 19 contains 4597 members 
Mstep: Class 20 contains 35683 members 
Mstep: Class 21 contains 8917 members 
Mstep: Class 22 contains 5400 members 
Mstep: Class 23 contains 22152 members 
Mstep: Class 24 contains 5587 members 
Mstep: Class 25 contains 16089 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 54174 members 
Mstep: Class 28 contains 4805 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34985 members 
Mstep: Class 31 contains 21752 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43654 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 8674 members 
Mstep: Class 40 contains 62788 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 6954 members 
Mstep: Class 43 contains 226 members 
Mstep: Class 44 contains 199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81007888.000000 Penalty: 85805.187500
Iteration 386Q: 44 clusters Score -8.100789e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58269 members 
Mstep: Class 2 contains 40680 members 
Mstep: Class 3 contains 11402 members 
Mstep: Class 4 contains 2561 members 
Mstep: Class 5 contains 67914 members 
Mstep: Class 6 contains 37129 members 
Mstep: Class 7 contains 6981 members 
Mstep: Class 8 contains 5721 members 
Mstep: Class 9 contains 8432 members 
Mstep: Class 10 contains 9571 members 
Mstep: Class 11 contains 9308 members 
Mstep: Class 12 contains 2895 members 
Mstep: Class 13 contains 10581 members 
Mstep: Class 14 contains 1708 members 
Mstep: Class 15 contains 12060 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 24918 members 
Mstep: Class 18 contains 17388 members 
Mstep: Class 19 contains 4588 members 
Mstep: Class 20 contains 35683 members 
Mstep: Class 21 contains 8917 members 
Mstep: Class 22 contains 5398 members 
Mstep: Class 23 contains 22152 members 
Mstep: Class 24 contains 5587 members 
Mstep: Class 25 contains 16082 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 54165 members 
Mstep: Class 28 contains 4805 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34983 members 
Mstep: Class 31 contains 21752 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43619 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 8675 members 
Mstep: Class 40 contains 62880 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 6954 members 
Mstep: Class 43 contains 226 members 
Mstep: Class 44 contains 199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81007992.000000 Penalty: 85805.187500
Iteration 387Q: 44 clusters Score -8.100799e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58232 members 
Mstep: Class 2 contains 40680 members 
Mstep: Class 3 contains 11405 members 
Mstep: Class 4 contains 2561 members 
Mstep: Class 5 contains 67916 members 
Mstep: Class 6 contains 37139 members 
Mstep: Class 7 contains 6981 members 
Mstep: Class 8 contains 5718 members 
Mstep: Class 9 contains 8432 members 
Mstep: Class 10 contains 9571 members 
Mstep: Class 11 contains 9308 members 
Mstep: Class 12 contains 2895 members 
Mstep: Class 13 contains 10580 members 
Mstep: Class 14 contains 1709 members 
Mstep: Class 15 contains 12059 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 24921 members 
Mstep: Class 18 contains 17388 members 
Mstep: Class 19 contains 4587 members 
Mstep: Class 20 contains 35684 members 
Mstep: Class 21 contains 8917 members 
Mstep: Class 22 contains 5397 members 
Mstep: Class 23 contains 22152 members 
Mstep: Class 24 contains 5585 members 
Mstep: Class 25 contains 16081 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 54117 members 
Mstep: Class 28 contains 4805 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34980 members 
Mstep: Class 31 contains 21752 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43617 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 8677 members 
Mstep: Class 40 contains 62956 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 6956 members 
Mstep: Class 43 contains 226 members 
Mstep: Class 44 contains 199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81008040.000000 Penalty: 85805.187500
Iteration 388Q: 44 clusters Score -8.100804e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58210 members 
Mstep: Class 2 contains 40684 members 
Mstep: Class 3 contains 11411 members 
Mstep: Class 4 contains 2561 members 
Mstep: Class 5 contains 67918 members 
Mstep: Class 6 contains 37147 members 
Mstep: Class 7 contains 6981 members 
Mstep: Class 8 contains 5717 members 
Mstep: Class 9 contains 8433 members 
Mstep: Class 10 contains 9571 members 
Mstep: Class 11 contains 9308 members 
Mstep: Class 12 contains 2895 members 
Mstep: Class 13 contains 10577 members 
Mstep: Class 14 contains 1710 members 
Mstep: Class 15 contains 12059 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 24922 members 
Mstep: Class 18 contains 17389 members 
Mstep: Class 19 contains 4581 members 
Mstep: Class 20 contains 35685 members 
Mstep: Class 21 contains 8917 members 
Mstep: Class 22 contains 5396 members 
Mstep: Class 23 contains 22152 members 
Mstep: Class 24 contains 5584 members 
Mstep: Class 25 contains 16076 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 54062 members 
Mstep: Class 28 contains 4805 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34979 members 
Mstep: Class 31 contains 21752 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43605 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 8685 members 
Mstep: Class 40 contains 63027 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 6959 members 
Mstep: Class 43 contains 226 members 
Mstep: Class 44 contains 199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81008080.000000 Penalty: 85805.187500
Iteration 389Q: 44 clusters Score -8.100808e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58189 members 
Mstep: Class 2 contains 40690 members 
Mstep: Class 3 contains 11415 members 
Mstep: Class 4 contains 2560 members 
Mstep: Class 5 contains 67922 members 
Mstep: Class 6 contains 37148 members 
Mstep: Class 7 contains 6981 members 
Mstep: Class 8 contains 5718 members 
Mstep: Class 9 contains 8435 members 
Mstep: Class 10 contains 9572 members 
Mstep: Class 11 contains 9308 members 
Mstep: Class 12 contains 2895 members 
Mstep: Class 13 contains 10576 members 
Mstep: Class 14 contains 1709 members 
Mstep: Class 15 contains 12058 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 24920 members 
Mstep: Class 18 contains 17390 members 
Mstep: Class 19 contains 4576 members 
Mstep: Class 20 contains 35684 members 
Mstep: Class 21 contains 8918 members 
Mstep: Class 22 contains 5395 members 
Mstep: Class 23 contains 22152 members 
Mstep: Class 24 contains 5584 members 
Mstep: Class 25 contains 16068 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 54012 members 
Mstep: Class 28 contains 4805 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34980 members 
Mstep: Class 31 contains 21752 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43590 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 8699 members 
Mstep: Class 40 contains 63096 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 6961 members 
Mstep: Class 43 contains 226 members 
Mstep: Class 44 contains 199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81008192.000000 Penalty: 85805.187500
Iteration 390Q: 44 clusters Score -8.100819e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58172 members 
Mstep: Class 2 contains 40692 members 
Mstep: Class 3 contains 11419 members 
Mstep: Class 4 contains 2560 members 
Mstep: Class 5 contains 67925 members 
Mstep: Class 6 contains 37147 members 
Mstep: Class 7 contains 6981 members 
Mstep: Class 8 contains 5717 members 
Mstep: Class 9 contains 8435 members 
Mstep: Class 10 contains 9571 members 
Mstep: Class 11 contains 9308 members 
Mstep: Class 12 contains 2895 members 
Mstep: Class 13 contains 10576 members 
Mstep: Class 14 contains 1710 members 
Mstep: Class 15 contains 12057 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 24920 members 
Mstep: Class 18 contains 17388 members 
Mstep: Class 19 contains 4569 members 
Mstep: Class 20 contains 35683 members 
Mstep: Class 21 contains 8918 members 
Mstep: Class 22 contains 5395 members 
Mstep: Class 23 contains 22152 members 
Mstep: Class 24 contains 5583 members 
Mstep: Class 25 contains 16064 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 53948 members 
Mstep: Class 28 contains 4805 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34981 members 
Mstep: Class 31 contains 21752 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43592 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 8709 members 
Mstep: Class 40 contains 63171 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 6963 members 
Mstep: Class 43 contains 226 members 
Mstep: Class 44 contains 199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81008072.000000 Penalty: 85805.187500
Iteration 391Q: 44 clusters Score -8.100807e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58171 members 
Mstep: Class 2 contains 40693 members 
Mstep: Class 3 contains 11420 members 
Mstep: Class 4 contains 2560 members 
Mstep: Class 5 contains 67927 members 
Mstep: Class 6 contains 37149 members 
Mstep: Class 7 contains 6981 members 
Mstep: Class 8 contains 5714 members 
Mstep: Class 9 contains 8436 members 
Mstep: Class 10 contains 9570 members 
Mstep: Class 11 contains 9308 members 
Mstep: Class 12 contains 2895 members 
Mstep: Class 13 contains 10578 members 
Mstep: Class 14 contains 1712 members 
Mstep: Class 15 contains 12053 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 24919 members 
Mstep: Class 18 contains 17387 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 35681 members 
Mstep: Class 21 contains 8918 members 
Mstep: Class 22 contains 5395 members 
Mstep: Class 23 contains 22151 members 
Mstep: Class 24 contains 5583 members 
Mstep: Class 25 contains 16063 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 53884 members 
Mstep: Class 28 contains 4805 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34982 members 
Mstep: Class 31 contains 21752 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43569 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 8720 members 
Mstep: Class 40 contains 63256 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 6963 members 
Mstep: Class 43 contains 226 members 
Mstep: Class 44 contains 199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81008072.000000 Penalty: 85805.187500
Iteration 392Q: 44 clusters Score -8.100807e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58151 members 
Mstep: Class 2 contains 40694 members 
Mstep: Class 3 contains 11421 members 
Mstep: Class 4 contains 2560 members 
Mstep: Class 5 contains 67931 members 
Mstep: Class 6 contains 37155 members 
Mstep: Class 7 contains 6981 members 
Mstep: Class 8 contains 5714 members 
Mstep: Class 9 contains 8436 members 
Mstep: Class 10 contains 9569 members 
Mstep: Class 11 contains 9308 members 
Mstep: Class 12 contains 2895 members 
Mstep: Class 13 contains 10577 members 
Mstep: Class 14 contains 1712 members 
Mstep: Class 15 contains 12048 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 24920 members 
Mstep: Class 18 contains 17386 members 
Mstep: Class 19 contains 4556 members 
Mstep: Class 20 contains 35681 members 
Mstep: Class 21 contains 8918 members 
Mstep: Class 22 contains 5394 members 
Mstep: Class 23 contains 22151 members 
Mstep: Class 24 contains 5583 members 
Mstep: Class 25 contains 16064 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 53852 members 
Mstep: Class 28 contains 4805 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34979 members 
Mstep: Class 31 contains 21752 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43535 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 8728 members 
Mstep: Class 40 contains 63339 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 6963 members 
Mstep: Class 43 contains 226 members 
Mstep: Class 44 contains 199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81008224.000000 Penalty: 85805.187500
Iteration 393Q: 44 clusters Score -8.100822e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58134 members 
Mstep: Class 2 contains 40693 members 
Mstep: Class 3 contains 11423 members 
Mstep: Class 4 contains 2560 members 
Mstep: Class 5 contains 67932 members 
Mstep: Class 6 contains 37159 members 
Mstep: Class 7 contains 6981 members 
Mstep: Class 8 contains 5715 members 
Mstep: Class 9 contains 8435 members 
Mstep: Class 10 contains 9567 members 
Mstep: Class 11 contains 9308 members 
Mstep: Class 12 contains 2895 members 
Mstep: Class 13 contains 10576 members 
Mstep: Class 14 contains 1712 members 
Mstep: Class 15 contains 12047 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 24919 members 
Mstep: Class 18 contains 17386 members 
Mstep: Class 19 contains 4549 members 
Mstep: Class 20 contains 35681 members 
Mstep: Class 21 contains 8918 members 
Mstep: Class 22 contains 5394 members 
Mstep: Class 23 contains 22151 members 
Mstep: Class 24 contains 5584 members 
Mstep: Class 25 contains 16062 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 53822 members 
Mstep: Class 28 contains 4805 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34979 members 
Mstep: Class 31 contains 21752 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43513 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 8736 members 
Mstep: Class 40 contains 63407 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 6963 members 
Mstep: Class 43 contains 226 members 
Mstep: Class 44 contains 199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81008248.000000 Penalty: 85805.187500
Iteration 394Q: 44 clusters Score -8.100825e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58129 members 
Mstep: Class 2 contains 40696 members 
Mstep: Class 3 contains 11420 members 
Mstep: Class 4 contains 2560 members 
Mstep: Class 5 contains 67935 members 
Mstep: Class 6 contains 37154 members 
Mstep: Class 7 contains 6981 members 
Mstep: Class 8 contains 5715 members 
Mstep: Class 9 contains 8436 members 
Mstep: Class 10 contains 9567 members 
Mstep: Class 11 contains 9308 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 10576 members 
Mstep: Class 14 contains 1712 members 
Mstep: Class 15 contains 12047 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 24920 members 
Mstep: Class 18 contains 17387 members 
Mstep: Class 19 contains 4539 members 
Mstep: Class 20 contains 35681 members 
Mstep: Class 21 contains 8919 members 
Mstep: Class 22 contains 5394 members 
Mstep: Class 23 contains 22151 members 
Mstep: Class 24 contains 5584 members 
Mstep: Class 25 contains 16061 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 53769 members 
Mstep: Class 28 contains 4805 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34978 members 
Mstep: Class 31 contains 21752 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43482 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 8746 members 
Mstep: Class 40 contains 63495 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 6963 members 
Mstep: Class 43 contains 226 members 
Mstep: Class 44 contains 199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81008152.000000 Penalty: 85805.187500
Iteration 395Q: 44 clusters Score -8.100815e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58124 members 
Mstep: Class 2 contains 40701 members 
Mstep: Class 3 contains 11407 members 
Mstep: Class 4 contains 2558 members 
Mstep: Class 5 contains 67936 members 
Mstep: Class 6 contains 37151 members 
Mstep: Class 7 contains 6981 members 
Mstep: Class 8 contains 5715 members 
Mstep: Class 9 contains 8436 members 
Mstep: Class 10 contains 9567 members 
Mstep: Class 11 contains 9308 members 
Mstep: Class 12 contains 2897 members 
Mstep: Class 13 contains 10576 members 
Mstep: Class 14 contains 1713 members 
Mstep: Class 15 contains 12047 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 24919 members 
Mstep: Class 18 contains 17387 members 
Mstep: Class 19 contains 4535 members 
Mstep: Class 20 contains 35680 members 
Mstep: Class 21 contains 8919 members 
Mstep: Class 22 contains 5394 members 
Mstep: Class 23 contains 22150 members 
Mstep: Class 24 contains 5584 members 
Mstep: Class 25 contains 16061 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 53723 members 
Mstep: Class 28 contains 4805 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34975 members 
Mstep: Class 31 contains 21752 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43469 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 8759 members 
Mstep: Class 40 contains 63566 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 6963 members 
Mstep: Class 43 contains 226 members 
Mstep: Class 44 contains 199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81008176.000000 Penalty: 85805.187500
Iteration 396Q: 44 clusters Score -8.100818e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58104 members 
Mstep: Class 2 contains 40705 members 
Mstep: Class 3 contains 11396 members 
Mstep: Class 4 contains 2558 members 
Mstep: Class 5 contains 67936 members 
Mstep: Class 6 contains 37154 members 
Mstep: Class 7 contains 6981 members 
Mstep: Class 8 contains 5716 members 
Mstep: Class 9 contains 8436 members 
Mstep: Class 10 contains 9567 members 
Mstep: Class 11 contains 9308 members 
Mstep: Class 12 contains 2897 members 
Mstep: Class 13 contains 10576 members 
Mstep: Class 14 contains 1713 members 
Mstep: Class 15 contains 12048 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 24921 members 
Mstep: Class 18 contains 17387 members 
Mstep: Class 19 contains 4528 members 
Mstep: Class 20 contains 35682 members 
Mstep: Class 21 contains 8919 members 
Mstep: Class 22 contains 5394 members 
Mstep: Class 23 contains 22150 members 
Mstep: Class 24 contains 5583 members 
Mstep: Class 25 contains 16058 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 53673 members 
Mstep: Class 28 contains 4805 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34974 members 
Mstep: Class 31 contains 21752 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43468 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 8779 members 
Mstep: Class 40 contains 63627 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 6963 members 
Mstep: Class 43 contains 226 members 
Mstep: Class 44 contains 199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81008088.000000 Penalty: 85805.187500
Iteration 397Q: 44 clusters Score -8.100809e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58085 members 
Mstep: Class 2 contains 40707 members 
Mstep: Class 3 contains 11395 members 
Mstep: Class 4 contains 2558 members 
Mstep: Class 5 contains 67937 members 
Mstep: Class 6 contains 37153 members 
Mstep: Class 7 contains 6981 members 
Mstep: Class 8 contains 5714 members 
Mstep: Class 9 contains 8436 members 
Mstep: Class 10 contains 9567 members 
Mstep: Class 11 contains 9308 members 
Mstep: Class 12 contains 2897 members 
Mstep: Class 13 contains 10576 members 
Mstep: Class 14 contains 1713 members 
Mstep: Class 15 contains 12050 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 24926 members 
Mstep: Class 18 contains 17387 members 
Mstep: Class 19 contains 4518 members 
Mstep: Class 20 contains 35683 members 
Mstep: Class 21 contains 8919 members 
Mstep: Class 22 contains 5394 members 
Mstep: Class 23 contains 22149 members 
Mstep: Class 24 contains 5582 members 
Mstep: Class 25 contains 16053 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 53628 members 
Mstep: Class 28 contains 4805 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34971 members 
Mstep: Class 31 contains 21752 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43458 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 8811 members 
Mstep: Class 40 contains 63682 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 6963 members 
Mstep: Class 43 contains 226 members 
Mstep: Class 44 contains 199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81008096.000000 Penalty: 85805.187500
Iteration 398Q: 44 clusters Score -8.10081e+07 nChanged 332
Entering ConstructFrom: 
Score: -81008096.000000 Penalty: 85805.187500
Entering ConstructFrom: 
Trying to split cluster 1 (58089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58089 members 
Entering Unmasked Estep 
Score: -7393112.500000 Penalty: 1632.296021
	Iteration 0F: 2 clusters Score -7393112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28922 members 
Mstep: Class 2 contains 29167 members 
Entering Unmasked Estep 
Score: -7356703.000000 Penalty: 3264.592041
	Iteration 0F: 3 clusters Score -7356703 nChanged 27080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27426 members 
Mstep: Class 2 contains 30663 members 
Entering Unmasked Estep 
Score: -7372107.000000 Penalty: 3264.592041
	Iteration 1F: 3 clusters Score -7372107 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26464 members 
Mstep: Class 2 contains 31625 members 
Entering Unmasked Estep 
Score: -7372884.500000 Penalty: 3264.592041
	Iteration 2Q: 3 clusters Score -7372884 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25035 members 
Mstep: Class 2 contains 33054 members 
Entering Unmasked Estep 
Score: -7373792.500000 Penalty: 3264.592041
	Iteration 3Q: 3 clusters Score -7373792 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 34968 members 
Entering Unmasked Estep 
Score: -7375020.500000 Penalty: 3264.592041
	Iteration 4Q: 3 clusters Score -7375020 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 37492 members 
Entering Unmasked Estep 
Score: -7376648.500000 Penalty: 3264.592041
	Iteration 5F: 3 clusters Score -7376648 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 40706 members 
Entering Unmasked Estep 
Score: -7378856.500000 Penalty: 3264.592041
	Iteration 6F: 3 clusters Score -7378856 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 44435 members 
Entering Unmasked Estep 
Score: -7381708.500000 Penalty: 3264.592041
	Iteration 7F: 3 clusters Score -7381708 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 48153 members 
Entering Unmasked Estep 
Score: -7384638.500000 Penalty: 3264.592041
	Iteration 8F: 3 clusters Score -7384638 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 51207 members 
Entering Unmasked Estep 
Score: -7387209.000000 Penalty: 3264.592041
	Iteration 9F: 3 clusters Score -7387209 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 53211 members 
Entering Unmasked Estep 
Score: -7389096.000000 Penalty: 3264.592041
	Iteration 10Q: 3 clusters Score -7389096 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 54310 members 
Entering Unmasked Estep 
Score: -7390443.500000 Penalty: 3264.592041
	Iteration 11Q: 3 clusters Score -7390444 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 54751 members 
Entering Unmasked Estep 
Score: -7391165.000000 Penalty: 3264.592041
	Iteration 12Q: 3 clusters Score -7391165 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 54942 members 
Entering Unmasked Estep 
Score: -7391536.000000 Penalty: 3264.592041
	Iteration 13Q: 3 clusters Score -7391536 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 55025 members 
Entering Unmasked Estep 
Score: -7391680.000000 Penalty: 3264.592041
	Iteration 14Q: 3 clusters Score -7391680 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 55098 members 
Entering Unmasked Estep 
Score: -7391770.500000 Penalty: 3264.592041
	Iteration 15Q: 3 clusters Score -7391770 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 55159 members 
Entering Unmasked Estep 
Score: -7391848.500000 Penalty: 3264.592041
	Iteration 16Q: 3 clusters Score -7391848 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 55204 members 
Entering Unmasked Estep 
Score: -7391872.500000 Penalty: 3264.592041
	Iteration 17Q: 3 clusters Score -7391872 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 55233 members 
Entering Unmasked Estep 
Score: -7391897.500000 Penalty: 3264.592041
	Iteration 18Q: 3 clusters Score -7391898 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 55270 members 
Entering Unmasked Estep 
Score: -7391924.500000 Penalty: 3264.592041
	Iteration 19Q: 3 clusters Score -7391924 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 55305 members 
Entering Unmasked Estep 
Score: -7391929.000000 Penalty: 3264.592041
	Iteration 20F: 3 clusters Score -7391929 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 55337 members 
Entering Unmasked Estep 
Score: -7391952.000000 Penalty: 3264.592041
	Iteration 21Q: 3 clusters Score -7391952 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 55357 members 
Entering Unmasked Estep 
Score: -7391954.000000 Penalty: 3264.592041
	Iteration 22Q: 3 clusters Score -7391954 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 55374 members 
Entering Unmasked Estep 
Score: -7391965.000000 Penalty: 3264.592041
	Iteration 23Q: 3 clusters Score -7391965 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 55396 members 
Entering Unmasked Estep 
Score: -7391967.500000 Penalty: 3264.592041
	Iteration 24Q: 3 clusters Score -7391968 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 55415 members 
Entering Unmasked Estep 
Score: -7391966.500000 Penalty: 3264.592041
	Iteration 25Q: 3 clusters Score -7391966 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 55437 members 
Entering Unmasked Estep 
Score: -7391975.500000 Penalty: 3264.592041
	Iteration 26Q: 3 clusters Score -7391976 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 55456 members 
Entering Unmasked Estep 
Score: -7391975.000000 Penalty: 3264.592041
	Iteration 27Q: 3 clusters Score -7391975 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 55470 members 
Entering Unmasked Estep 
Score: -7391984.000000 Penalty: 3264.592041
	Iteration 28Q: 3 clusters Score -7391984 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 55486 members 
Entering Unmasked Estep 
Score: -7391982.500000 Penalty: 3264.592041
	Iteration 29Q: 3 clusters Score -7391982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 55500 members 
Entering Unmasked Estep 
Score: -7391985.000000 Penalty: 3264.592041
	Iteration 30Q: 3 clusters Score -7391985 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 55516 members 
Entering Unmasked Estep 
Score: -7392001.500000 Penalty: 3264.592041
	Iteration 31Q: 3 clusters Score -7392002 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 55536 members 
Entering Unmasked Estep 
Score: -7391994.500000 Penalty: 3264.592041
	Iteration 32Q: 3 clusters Score -7391994 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 55556 members 
Entering Unmasked Estep 
Score: -7391994.000000 Penalty: 3264.592041
	Iteration 33Q: 3 clusters Score -7391994 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 55567 members 
Entering Unmasked Estep 
Score: -7391998.500000 Penalty: 3264.592041
	Iteration 34Q: 3 clusters Score -7391998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 55571 members 
Entering Unmasked Estep 
Score: -7392008.000000 Penalty: 3264.592041
	Iteration 35Q: 3 clusters Score -7392008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 55579 members 
Entering Unmasked Estep 
Score: -7392008.000000 Penalty: 3264.592041
	Iteration 36Q: 3 clusters Score -7392008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 55590 members 
Entering Unmasked Estep 
Score: -7392010.000000 Penalty: 3264.592041
	Iteration 37Q: 3 clusters Score -7392010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 55598 members 
Entering Unmasked Estep 
Score: -7392009.000000 Penalty: 3264.592041
	Iteration 38Q: 3 clusters Score -7392009 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 55604 members 
Entering Unmasked Estep 
Score: -7392014.500000 Penalty: 3264.592041
	Iteration 39Q: 3 clusters Score -7392014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 55610 members 
Entering Unmasked Estep 
Score: -7392013.000000 Penalty: 3264.592041
	Iteration 40F: 3 clusters Score -7392013 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 55619 members 
Entering Unmasked Estep 
Score: -7392002.500000 Penalty: 3264.592041
	Iteration 41Q: 3 clusters Score -7392002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 55621 members 
Entering Unmasked Estep 
Score: -7392000.500000 Penalty: 3264.592041
	Iteration 42Q: 3 clusters Score -7392000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 55628 members 
Entering Unmasked Estep 
Score: -7392006.500000 Penalty: 3264.592041
	Iteration 43Q: 3 clusters Score -7392006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 55630 members 
Entering Unmasked Estep 
Score: -7392005.500000 Penalty: 3264.592041
	Iteration 44Q: 3 clusters Score -7392006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 55635 members 
Entering Unmasked Estep 
Score: -7392026.500000 Penalty: 3264.592041
	Iteration 45Q: 3 clusters Score -7392026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 55643 members 
Entering Unmasked Estep 
Score: -7392028.000000 Penalty: 3264.592041
	Iteration 46Q: 3 clusters Score -7392028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 55649 members 
Entering Unmasked Estep 
Score: -7392021.000000 Penalty: 3264.592041
	Iteration 47Q: 3 clusters Score -7392021 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 55658 members 
Entering Unmasked Estep 
Score: -7392027.000000 Penalty: 3264.592041
	Iteration 48Q: 3 clusters Score -7392027 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 55668 members 
Entering Unmasked Estep 
Score: -7392030.500000 Penalty: 3264.592041
	Iteration 49Q: 3 clusters Score -7392030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 55676 members 
Entering Unmasked Estep 
Score: -7392041.500000 Penalty: 3264.592041
	Iteration 50Q: 3 clusters Score -7392042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 55682 members 
Entering Unmasked Estep 
Score: -7392024.000000 Penalty: 3264.592041
	Iteration 51Q: 3 clusters Score -7392024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 55694 members 
Entering Unmasked Estep 
Score: -7392029.500000 Penalty: 3264.592041
	Iteration 52Q: 3 clusters Score -7392030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 55701 members 
Entering Unmasked Estep 
Score: -7392031.500000 Penalty: 3264.592041
	Iteration 53Q: 3 clusters Score -7392032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 55705 members 
Entering Unmasked Estep 
Score: -7392035.500000 Penalty: 3264.592041
	Iteration 54Q: 3 clusters Score -7392036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 55712 members 
Entering Unmasked Estep 
Score: -7392041.500000 Penalty: 3264.592041
	Iteration 55Q: 3 clusters Score -7392042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 55714 members 
Entering Unmasked Estep 
Score: -7392033.000000 Penalty: 3264.592041
	Iteration 56Q: 3 clusters Score -7392033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 55716 members 
Entering Unmasked Estep 
Score: -7392037.500000 Penalty: 3264.592041
	Iteration 57Q: 3 clusters Score -7392038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 55719 members 
Entering Unmasked Estep 
Score: -7392030.000000 Penalty: 3264.592041
	Iteration 58Q: 3 clusters Score -7392030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 55722 members 
Entering Unmasked Estep 
Score: -7392030.000000 Penalty: 3264.592041
	Iteration 59Q: 3 clusters Score -7392030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 55725 members 
Entering Unmasked Estep 
Score: -7392027.500000 Penalty: 3264.592041
	Iteration 60F: 3 clusters Score -7392028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 55730 members 
Entering Unmasked Estep 
Score: -7392032.000000 Penalty: 3264.592041
	Iteration 61Q: 3 clusters Score -7392032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 55731 members 
Entering Unmasked Estep 
Score: -7392031.500000 Penalty: 3264.592041
	Iteration 62Q: 3 clusters Score -7392032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 55732 members 
Entering Unmasked Estep 
Score: -7392033.000000 Penalty: 3264.592041
	Iteration 63Q: 3 clusters Score -7392033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 55732 members 
Entering Unmasked Estep 
Score: -7392033.000000 Penalty: 3264.592041
	Iteration 64F: 3 clusters Score -7392033 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (40708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40708 members 
Entering Unmasked Estep 
Score: -5002442.500000 Penalty: 1579.390015
	Iteration 0F: 2 clusters Score -5002442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20440 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -4976024.500000 Penalty: 3158.780029
	Iteration 0F: 3 clusters Score -4976024 nChanged 18700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 19216 members 
Entering Unmasked Estep 
Score: -4986460.000000 Penalty: 3158.780029
	Iteration 1F: 3 clusters Score -4986460 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -4987112.000000 Penalty: 3158.780029
	Iteration 2Q: 3 clusters Score -4987112 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22892 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -4987798.500000 Penalty: 3158.780029
	Iteration 3Q: 3 clusters Score -4987798 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23970 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -4988602.500000 Penalty: 3158.780029
	Iteration 4Q: 3 clusters Score -4988602 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25430 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -4989577.000000 Penalty: 3158.780029
	Iteration 5Q: 3 clusters Score -4989577 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27332 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -4990939.000000 Penalty: 3158.780029
	Iteration 6F: 3 clusters Score -4990939 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29540 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -4992692.000000 Penalty: 3158.780029
	Iteration 7F: 3 clusters Score -4992692 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31871 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -4994784.500000 Penalty: 3158.780029
	Iteration 8F: 3 clusters Score -4994784 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33970 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -4996698.500000 Penalty: 3158.780029
	Iteration 9F: 3 clusters Score -4996698 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35576 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -4998220.500000 Penalty: 3158.780029
	Iteration 10Q: 3 clusters Score -4998220 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36705 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -4999193.500000 Penalty: 3158.780029
	Iteration 11Q: 3 clusters Score -4999194 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37472 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -4999783.000000 Penalty: 3158.780029
	Iteration 12Q: 3 clusters Score -4999783 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38017 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -5000108.000000 Penalty: 3158.780029
	Iteration 13Q: 3 clusters Score -5000108 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38412 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -5000360.000000 Penalty: 3158.780029
	Iteration 14Q: 3 clusters Score -5000360 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38736 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -5000521.000000 Penalty: 3158.780029
	Iteration 15Q: 3 clusters Score -5000521 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38985 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -5000670.500000 Penalty: 3158.780029
	Iteration 16Q: 3 clusters Score -5000670 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39222 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -5000817.000000 Penalty: 3158.780029
	Iteration 17Q: 3 clusters Score -5000817 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39383 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -5000935.000000 Penalty: 3158.780029
	Iteration 18Q: 3 clusters Score -5000935 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39484 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -5001006.000000 Penalty: 3158.780029
	Iteration 19Q: 3 clusters Score -5001006 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39571 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -5001045.000000 Penalty: 3158.780029
	Iteration 20F: 3 clusters Score -5001045 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39647 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -5001081.500000 Penalty: 3158.780029
	Iteration 21Q: 3 clusters Score -5001082 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39706 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -5001124.000000 Penalty: 3158.780029
	Iteration 22Q: 3 clusters Score -5001124 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39755 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -5001129.000000 Penalty: 3158.780029
	Iteration 23Q: 3 clusters Score -5001129 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39787 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -5001154.000000 Penalty: 3158.780029
	Iteration 24Q: 3 clusters Score -5001154 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39826 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -5001181.500000 Penalty: 3158.780029
	Iteration 25Q: 3 clusters Score -5001182 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39860 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -5001203.000000 Penalty: 3158.780029
	Iteration 26Q: 3 clusters Score -5001203 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39886 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -5001210.500000 Penalty: 3158.780029
	Iteration 27Q: 3 clusters Score -5001210 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39905 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -5001221.500000 Penalty: 3158.780029
	Iteration 28Q: 3 clusters Score -5001222 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39919 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -5001223.000000 Penalty: 3158.780029
	Iteration 29Q: 3 clusters Score -5001223 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39933 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -5001219.000000 Penalty: 3158.780029
	Iteration 30Q: 3 clusters Score -5001219 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39943 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -5001237.000000 Penalty: 3158.780029
	Iteration 31Q: 3 clusters Score -5001237 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39954 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -5001233.000000 Penalty: 3158.780029
	Iteration 32Q: 3 clusters Score -5001233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39960 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -5001236.500000 Penalty: 3158.780029
	Iteration 33Q: 3 clusters Score -5001236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39966 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -5001235.500000 Penalty: 3158.780029
	Iteration 34Q: 3 clusters Score -5001236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39968 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -5001242.000000 Penalty: 3158.780029
	Iteration 35Q: 3 clusters Score -5001242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39969 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -5001245.000000 Penalty: 3158.780029
	Iteration 36Q: 3 clusters Score -5001245 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39972 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -5001245.500000 Penalty: 3158.780029
	Iteration 37Q: 3 clusters Score -5001246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39977 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -5001250.500000 Penalty: 3158.780029
	Iteration 38Q: 3 clusters Score -5001250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39987 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -5001257.500000 Penalty: 3158.780029
	Iteration 39Q: 3 clusters Score -5001258 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39998 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -5001261.500000 Penalty: 3158.780029
	Iteration 40F: 3 clusters Score -5001262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40002 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -5001270.500000 Penalty: 3158.780029
	Iteration 41Q: 3 clusters Score -5001270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40006 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -5001267.000000 Penalty: 3158.780029
	Iteration 42Q: 3 clusters Score -5001267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40009 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -5001265.000000 Penalty: 3158.780029
	Iteration 43Q: 3 clusters Score -5001265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40012 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -5001262.000000 Penalty: 3158.780029
	Iteration 44Q: 3 clusters Score -5001262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40014 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -5001270.000000 Penalty: 3158.780029
	Iteration 45Q: 3 clusters Score -5001270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40015 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -5001272.000000 Penalty: 3158.780029
	Iteration 46Q: 3 clusters Score -5001272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40016 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -5001272.500000 Penalty: 3158.780029
	Iteration 47Q: 3 clusters Score -5001272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40017 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -5001273.000000 Penalty: 3158.780029
	Iteration 48Q: 3 clusters Score -5001273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40018 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -5001268.500000 Penalty: 3158.780029
	Iteration 49Q: 3 clusters Score -5001268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40019 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -5001268.000000 Penalty: 3158.780029
	Iteration 50Q: 3 clusters Score -5001268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40019 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -5001268.000000 Penalty: 3158.780029
	Iteration 51F: 3 clusters Score -5001268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Entering Unmasked Estep 
Score: -1436851.750000 Penalty: 1389.904297
	Iteration 0F: 2 clusters Score -1436852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1429240.750000 Penalty: 2779.808594
	Iteration 0F: 3 clusters Score -1429241 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1431773.625000 Penalty: 2779.808594
	Iteration 1F: 3 clusters Score -1431774 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1432095.750000 Penalty: 2779.808594
	Iteration 2F: 3 clusters Score -1432096 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1432320.875000 Penalty: 2779.808594
	Iteration 3Q: 3 clusters Score -1432321 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1432507.000000 Penalty: 2779.808594
	Iteration 4Q: 3 clusters Score -1432507 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1432672.750000 Penalty: 2779.808594
	Iteration 5Q: 3 clusters Score -1432673 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1432887.125000 Penalty: 2779.808594
	Iteration 6Q: 3 clusters Score -1432887 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1433125.750000 Penalty: 2779.808594
	Iteration 7Q: 3 clusters Score -1433126 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1433438.750000 Penalty: 2779.808594
	Iteration 8Q: 3 clusters Score -1433439 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1433809.250000 Penalty: 2779.808594
	Iteration 9F: 3 clusters Score -1433809 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1434250.875000 Penalty: 2779.808594
	Iteration 10F: 3 clusters Score -1434251 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1434823.250000 Penalty: 2779.808594
	Iteration 11F: 3 clusters Score -1434823 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1435394.000000 Penalty: 2779.808594
	Iteration 12F: 3 clusters Score -1435394 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1435829.625000 Penalty: 2779.808594
	Iteration 13Q: 3 clusters Score -1435830 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1435986.125000 Penalty: 2779.808594
	Iteration 14Q: 3 clusters Score -1435986 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1436038.250000 Penalty: 2779.808594
	Iteration 15Q: 3 clusters Score -1436038 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1436066.250000 Penalty: 2779.808594
	Iteration 16Q: 3 clusters Score -1436066 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1436084.375000 Penalty: 2779.808594
	Iteration 17Q: 3 clusters Score -1436084 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1436092.375000 Penalty: 2779.808594
	Iteration 18Q: 3 clusters Score -1436092 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1436098.625000 Penalty: 2779.808594
	Iteration 19Q: 3 clusters Score -1436099 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1436104.625000 Penalty: 2779.808594
	Iteration 20F: 3 clusters Score -1436105 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1436110.500000 Penalty: 2779.808594
	Iteration 21Q: 3 clusters Score -1436110 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1436114.500000 Penalty: 2779.808594
	Iteration 22Q: 3 clusters Score -1436114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1436114.750000 Penalty: 2779.808594
	Iteration 23Q: 3 clusters Score -1436115 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1436115.625000 Penalty: 2779.808594
	Iteration 24Q: 3 clusters Score -1436116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1436114.625000 Penalty: 2779.808594
	Iteration 25Q: 3 clusters Score -1436115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1436118.250000 Penalty: 2779.808594
	Iteration 26Q: 3 clusters Score -1436118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1436117.000000 Penalty: 2779.808594
	Iteration 27Q: 3 clusters Score -1436117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1436120.250000 Penalty: 2779.808594
	Iteration 28Q: 3 clusters Score -1436120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1436120.125000 Penalty: 2779.808594
	Iteration 29Q: 3 clusters Score -1436120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1436120.250000 Penalty: 2779.808594
	Iteration 30Q: 3 clusters Score -1436120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1436119.250000 Penalty: 2779.808594
	Iteration 31Q: 3 clusters Score -1436119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1436119.250000 Penalty: 2779.808594
	Iteration 32Q: 3 clusters Score -1436119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1436121.375000 Penalty: 2779.808594
	Iteration 33Q: 3 clusters Score -1436121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1436121.375000 Penalty: 2779.808594
	Iteration 34F: 3 clusters Score -1436121 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Entering Unmasked Estep 
Score: -276974.468750 Penalty: 1167.630859
	Iteration 0F: 2 clusters Score -276974.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -274778.593750 Penalty: 2335.261719
	Iteration 0F: 3 clusters Score -274778.6 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -275360.531250 Penalty: 2335.261719
	Iteration 1F: 3 clusters Score -275360.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -275537.531250 Penalty: 2335.261719
	Iteration 2F: 3 clusters Score -275537.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -275652.937500 Penalty: 2335.261719
	Iteration 3F: 3 clusters Score -275652.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -275739.093750 Penalty: 2335.261719
	Iteration 4Q: 3 clusters Score -275739.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -275817.406250 Penalty: 2335.261719
	Iteration 5Q: 3 clusters Score -275817.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -275864.125000 Penalty: 2335.261719
	Iteration 6Q: 3 clusters Score -275864.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -275890.593750 Penalty: 2335.261719
	Iteration 7Q: 3 clusters Score -275890.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -275915.343750 Penalty: 2335.261719
	Iteration 8Q: 3 clusters Score -275915.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -275932.093750 Penalty: 2335.261719
	Iteration 9Q: 3 clusters Score -275932.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -275959.187500 Penalty: 2335.261719
	Iteration 10Q: 3 clusters Score -275959.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -275984.312500 Penalty: 2335.261719
	Iteration 11Q: 3 clusters Score -275984.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -276009.437500 Penalty: 2335.261719
	Iteration 12Q: 3 clusters Score -276009.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -276031.281250 Penalty: 2335.261719
	Iteration 13Q: 3 clusters Score -276031.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -276051.343750 Penalty: 2335.261719
	Iteration 14Q: 3 clusters Score -276051.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -276062.750000 Penalty: 2335.261719
	Iteration 15Q: 3 clusters Score -276062.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -276074.937500 Penalty: 2335.261719
	Iteration 16Q: 3 clusters Score -276074.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -276089.281250 Penalty: 2335.261719
	Iteration 17Q: 3 clusters Score -276089.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -276104.250000 Penalty: 2335.261719
	Iteration 18Q: 3 clusters Score -276104.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -276121.406250 Penalty: 2335.261719
	Iteration 19Q: 3 clusters Score -276121.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -276138.718750 Penalty: 2335.261719
	Iteration 20F: 3 clusters Score -276138.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -276152.312500 Penalty: 2335.261719
	Iteration 21Q: 3 clusters Score -276152.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -276179.500000 Penalty: 2335.261719
	Iteration 22Q: 3 clusters Score -276179.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -276204.156250 Penalty: 2335.261719
	Iteration 23Q: 3 clusters Score -276204.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -276222.968750 Penalty: 2335.261719
	Iteration 24Q: 3 clusters Score -276223 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -276243.375000 Penalty: 2335.261719
	Iteration 25Q: 3 clusters Score -276243.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -276259.562500 Penalty: 2335.261719
	Iteration 26Q: 3 clusters Score -276259.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -276278.343750 Penalty: 2335.261719
	Iteration 27Q: 3 clusters Score -276278.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -276301.437500 Penalty: 2335.261719
	Iteration 28Q: 3 clusters Score -276301.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -276329.406250 Penalty: 2335.261719
	Iteration 29Q: 3 clusters Score -276329.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -276357.406250 Penalty: 2335.261719
	Iteration 30Q: 3 clusters Score -276357.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -276393.906250 Penalty: 2335.261719
	Iteration 31Q: 3 clusters Score -276393.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -276419.250000 Penalty: 2335.261719
	Iteration 32Q: 3 clusters Score -276419.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -276449.468750 Penalty: 2335.261719
	Iteration 33Q: 3 clusters Score -276449.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -276482.500000 Penalty: 2335.261719
	Iteration 34Q: 3 clusters Score -276482.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -276502.781250 Penalty: 2335.261719
	Iteration 35Q: 3 clusters Score -276502.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -276517.593750 Penalty: 2335.261719
	Iteration 36Q: 3 clusters Score -276517.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -276532.875000 Penalty: 2335.261719
	Iteration 37Q: 3 clusters Score -276532.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -276546.156250 Penalty: 2335.261719
	Iteration 38Q: 3 clusters Score -276546.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -276550.437500 Penalty: 2335.261719
	Iteration 39Q: 3 clusters Score -276550.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -276556.218750 Penalty: 2335.261719
	Iteration 40F: 3 clusters Score -276556.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -276557.406250 Penalty: 2335.261719
	Iteration 41Q: 3 clusters Score -276557.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -276557.656250 Penalty: 2335.261719
	Iteration 42Q: 3 clusters Score -276557.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -276558.343750 Penalty: 2335.261719
	Iteration 43Q: 3 clusters Score -276558.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -276559.531250 Penalty: 2335.261719
	Iteration 44Q: 3 clusters Score -276559.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -276560.031250 Penalty: 2335.261719
	Iteration 45Q: 3 clusters Score -276560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -276561.875000 Penalty: 2335.261719
	Iteration 46Q: 3 clusters Score -276561.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -276563.343750 Penalty: 2335.261719
	Iteration 47Q: 3 clusters Score -276563.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -276564.031250 Penalty: 2335.261719
	Iteration 48Q: 3 clusters Score -276564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -276565.093750 Penalty: 2335.261719
	Iteration 49Q: 3 clusters Score -276565.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -276565.781250 Penalty: 2335.261719
	Iteration 50Q: 3 clusters Score -276565.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -276565.781250 Penalty: 2335.261719
	Iteration 51F: 3 clusters Score -276565.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (67939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67939 members 
Entering Unmasked Estep 
Score: -8461206.000000 Penalty: 1655.603271
	Iteration 0F: 2 clusters Score -8461206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34019 members 
Mstep: Class 2 contains 33920 members 
Entering Unmasked Estep 
Score: -8419140.000000 Penalty: 3311.206543
	Iteration 0F: 3 clusters Score -8419140 nChanged 31814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34411 members 
Mstep: Class 2 contains 33528 members 
Entering Unmasked Estep 
Score: -8436865.000000 Penalty: 3311.206543
	Iteration 1F: 3 clusters Score -8436865 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34648 members 
Mstep: Class 2 contains 33291 members 
Entering Unmasked Estep 
Score: -8437375.000000 Penalty: 3311.206543
	Iteration 2Q: 3 clusters Score -8437375 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35083 members 
Mstep: Class 2 contains 32856 members 
Entering Unmasked Estep 
Score: -8437920.000000 Penalty: 3311.206543
	Iteration 3Q: 3 clusters Score -8437920 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35745 members 
Mstep: Class 2 contains 32194 members 
Entering Unmasked Estep 
Score: -8438360.000000 Penalty: 3311.206543
	Iteration 4Q: 3 clusters Score -8438360 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36749 members 
Mstep: Class 2 contains 31190 members 
Entering Unmasked Estep 
Score: -8438947.000000 Penalty: 3311.206543
	Iteration 5Q: 3 clusters Score -8438947 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38162 members 
Mstep: Class 2 contains 29777 members 
Entering Unmasked Estep 
Score: -8439613.000000 Penalty: 3311.206543
	Iteration 6Q: 3 clusters Score -8439613 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40093 members 
Mstep: Class 2 contains 27846 members 
Entering Unmasked Estep 
Score: -8440458.000000 Penalty: 3311.206543
	Iteration 7Q: 3 clusters Score -8440458 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42643 members 
Mstep: Class 2 contains 25296 members 
Entering Unmasked Estep 
Score: -8441587.000000 Penalty: 3311.206543
	Iteration 8Q: 3 clusters Score -8441587 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45934 members 
Mstep: Class 2 contains 22005 members 
Entering Unmasked Estep 
Score: -8443239.000000 Penalty: 3311.206543
	Iteration 9F: 3 clusters Score -8443239 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49865 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -8445573.000000 Penalty: 3311.206543
	Iteration 10F: 3 clusters Score -8445573 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54171 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -8448501.000000 Penalty: 3311.206543
	Iteration 11F: 3 clusters Score -8448501 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58162 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -8451450.000000 Penalty: 3311.206543
	Iteration 12F: 3 clusters Score -8451450 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61340 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -8453993.000000 Penalty: 3311.206543
	Iteration 13Q: 3 clusters Score -8453993 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63643 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -8456095.000000 Penalty: 3311.206543
	Iteration 14Q: 3 clusters Score -8456095 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65219 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -8457528.000000 Penalty: 3311.206543
	Iteration 15Q: 3 clusters Score -8457528 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66193 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -8458459.000000 Penalty: 3311.206543
	Iteration 16Q: 3 clusters Score -8458459 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66748 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -8459000.000000 Penalty: 3311.206543
	Iteration 17Q: 3 clusters Score -8459000 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67051 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -8459313.000000 Penalty: 3311.206543
	Iteration 18Q: 3 clusters Score -8459313 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67213 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -8459460.000000 Penalty: 3311.206543
	Iteration 19Q: 3 clusters Score -8459460 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67323 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -8459581.000000 Penalty: 3311.206543
	Iteration 20F: 3 clusters Score -8459581 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67390 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -8459645.000000 Penalty: 3311.206543
	Iteration 21Q: 3 clusters Score -8459645 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67429 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -8459704.000000 Penalty: 3311.206543
	Iteration 22Q: 3 clusters Score -8459704 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67458 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -8459750.000000 Penalty: 3311.206543
	Iteration 23Q: 3 clusters Score -8459750 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67479 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -8459785.000000 Penalty: 3311.206543
	Iteration 24Q: 3 clusters Score -8459785 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67486 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -8459806.000000 Penalty: 3311.206543
	Iteration 25Q: 3 clusters Score -8459806 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67497 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -8459821.000000 Penalty: 3311.206543
	Iteration 26Q: 3 clusters Score -8459821 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67504 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -8459837.000000 Penalty: 3311.206543
	Iteration 27Q: 3 clusters Score -8459837 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67510 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -8459850.000000 Penalty: 3311.206543
	Iteration 28Q: 3 clusters Score -8459850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67516 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -8459852.000000 Penalty: 3311.206543
	Iteration 29Q: 3 clusters Score -8459852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67517 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -8459852.000000 Penalty: 3311.206543
	Iteration 30Q: 3 clusters Score -8459852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67518 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -8459854.000000 Penalty: 3311.206543
	Iteration 31Q: 3 clusters Score -8459854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67518 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -8459854.000000 Penalty: 3311.206543
	Iteration 32F: 3 clusters Score -8459854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (37148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37148 members 
Entering Unmasked Estep 
Score: -4529677.000000 Penalty: 1565.772583
	Iteration 0F: 2 clusters Score -4529677 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -4505609.000000 Penalty: 3131.545166
	Iteration 0F: 3 clusters Score -4505609 nChanged 16727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -4514861.000000 Penalty: 3131.545166
	Iteration 1F: 3 clusters Score -4514861 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -4515540.000000 Penalty: 3131.545166
	Iteration 2Q: 3 clusters Score -4515540 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -4516308.500000 Penalty: 3131.545166
	Iteration 3Q: 3 clusters Score -4516308 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -4517137.000000 Penalty: 3131.545166
	Iteration 4F: 3 clusters Score -4517137 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24288 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -4518137.000000 Penalty: 3131.545166
	Iteration 5F: 3 clusters Score -4518137 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26234 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -4519438.000000 Penalty: 3131.545166
	Iteration 6F: 3 clusters Score -4519438 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28468 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -4521149.500000 Penalty: 3131.545166
	Iteration 7F: 3 clusters Score -4521150 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30863 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -4523067.000000 Penalty: 3131.545166
	Iteration 8F: 3 clusters Score -4523067 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33047 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -4524975.000000 Penalty: 3131.545166
	Iteration 9F: 3 clusters Score -4524975 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34715 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -4526425.500000 Penalty: 3131.545166
	Iteration 10Q: 3 clusters Score -4526426 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35759 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -4527351.000000 Penalty: 3131.545166
	Iteration 11Q: 3 clusters Score -4527351 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36318 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -4527864.000000 Penalty: 3131.545166
	Iteration 12Q: 3 clusters Score -4527864 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36571 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -4528102.000000 Penalty: 3131.545166
	Iteration 13Q: 3 clusters Score -4528102 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36677 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -4528207.500000 Penalty: 3131.545166
	Iteration 14Q: 3 clusters Score -4528208 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36720 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -4528278.500000 Penalty: 3131.545166
	Iteration 15Q: 3 clusters Score -4528278 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36754 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -4528332.000000 Penalty: 3131.545166
	Iteration 16Q: 3 clusters Score -4528332 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36783 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -4528364.500000 Penalty: 3131.545166
	Iteration 17Q: 3 clusters Score -4528364 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36802 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -4528395.500000 Penalty: 3131.545166
	Iteration 18Q: 3 clusters Score -4528396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36810 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -4528401.500000 Penalty: 3131.545166
	Iteration 19Q: 3 clusters Score -4528402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36817 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -4528408.000000 Penalty: 3131.545166
	Iteration 20F: 3 clusters Score -4528408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36823 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -4528421.500000 Penalty: 3131.545166
	Iteration 21Q: 3 clusters Score -4528422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36828 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -4528427.000000 Penalty: 3131.545166
	Iteration 22Q: 3 clusters Score -4528427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36831 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -4528435.000000 Penalty: 3131.545166
	Iteration 23Q: 3 clusters Score -4528435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36832 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -4528440.500000 Penalty: 3131.545166
	Iteration 24Q: 3 clusters Score -4528440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36833 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -4528447.000000 Penalty: 3131.545166
	Iteration 25Q: 3 clusters Score -4528447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36836 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -4528445.000000 Penalty: 3131.545166
	Iteration 26Q: 3 clusters Score -4528445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36836 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -4528445.000000 Penalty: 3131.545166
	Iteration 27F: 3 clusters Score -4528445 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Entering Unmasked Estep 
Score: -886779.125000 Penalty: 1317.020996
	Iteration 0F: 2 clusters Score -886779.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -881914.437500 Penalty: 2634.041992
	Iteration 0F: 3 clusters Score -881914.4 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -883399.750000 Penalty: 2634.041992
	Iteration 1F: 3 clusters Score -883399.8 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -883613.937500 Penalty: 2634.041992
	Iteration 2F: 3 clusters Score -883613.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -883748.437500 Penalty: 2634.041992
	Iteration 3Q: 3 clusters Score -883748.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -883847.375000 Penalty: 2634.041992
	Iteration 4Q: 3 clusters Score -883847.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -883929.562500 Penalty: 2634.041992
	Iteration 5Q: 3 clusters Score -883929.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -883985.812500 Penalty: 2634.041992
	Iteration 6Q: 3 clusters Score -883985.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -884025.312500 Penalty: 2634.041992
	Iteration 7Q: 3 clusters Score -884025.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -884068.625000 Penalty: 2634.041992
	Iteration 8Q: 3 clusters Score -884068.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -884103.375000 Penalty: 2634.041992
	Iteration 9Q: 3 clusters Score -884103.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -884136.125000 Penalty: 2634.041992
	Iteration 10Q: 3 clusters Score -884136.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -884175.000000 Penalty: 2634.041992
	Iteration 11Q: 3 clusters Score -884175 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -884213.812500 Penalty: 2634.041992
	Iteration 12Q: 3 clusters Score -884213.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -884261.937500 Penalty: 2634.041992
	Iteration 13Q: 3 clusters Score -884261.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -884316.812500 Penalty: 2634.041992
	Iteration 14Q: 3 clusters Score -884316.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -884379.875000 Penalty: 2634.041992
	Iteration 15Q: 3 clusters Score -884379.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -884462.812500 Penalty: 2634.041992
	Iteration 16Q: 3 clusters Score -884462.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -884557.125000 Penalty: 2634.041992
	Iteration 17Q: 3 clusters Score -884557.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -884676.000000 Penalty: 2634.041992
	Iteration 18Q: 3 clusters Score -884676 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -884797.812500 Penalty: 2634.041992
	Iteration 19Q: 3 clusters Score -884797.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -884946.687500 Penalty: 2634.041992
	Iteration 20F: 3 clusters Score -884946.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -885088.062500 Penalty: 2634.041992
	Iteration 21Q: 3 clusters Score -885088.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -885210.562500 Penalty: 2634.041992
	Iteration 22Q: 3 clusters Score -885210.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -885319.875000 Penalty: 2634.041992
	Iteration 23Q: 3 clusters Score -885319.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -885416.875000 Penalty: 2634.041992
	Iteration 24Q: 3 clusters Score -885416.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -885483.437500 Penalty: 2634.041992
	Iteration 25Q: 3 clusters Score -885483.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -885537.875000 Penalty: 2634.041992
	Iteration 26Q: 3 clusters Score -885537.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -885579.250000 Penalty: 2634.041992
	Iteration 27Q: 3 clusters Score -885579.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -885609.125000 Penalty: 2634.041992
	Iteration 28Q: 3 clusters Score -885609.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -885636.750000 Penalty: 2634.041992
	Iteration 29Q: 3 clusters Score -885636.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -885657.312500 Penalty: 2634.041992
	Iteration 30Q: 3 clusters Score -885657.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -885670.875000 Penalty: 2634.041992
	Iteration 31Q: 3 clusters Score -885670.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -885682.437500 Penalty: 2634.041992
	Iteration 32Q: 3 clusters Score -885682.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -885691.875000 Penalty: 2634.041992
	Iteration 33Q: 3 clusters Score -885691.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -885695.812500 Penalty: 2634.041992
	Iteration 34Q: 3 clusters Score -885695.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -885700.000000 Penalty: 2634.041992
	Iteration 35Q: 3 clusters Score -885700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -885704.750000 Penalty: 2634.041992
	Iteration 36Q: 3 clusters Score -885704.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -885704.500000 Penalty: 2634.041992
	Iteration 37Q: 3 clusters Score -885704.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -885707.562500 Penalty: 2634.041992
	Iteration 38Q: 3 clusters Score -885707.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -885708.250000 Penalty: 2634.041992
	Iteration 39Q: 3 clusters Score -885708.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -885708.500000 Penalty: 2634.041992
	Iteration 40F: 3 clusters Score -885708.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Entering Unmasked Estep 
Score: -685592.187500 Penalty: 1287.220459
	Iteration 0F: 2 clusters Score -685592.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -681384.062500 Penalty: 2574.440918
	Iteration 0F: 3 clusters Score -681384.1 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -682656.125000 Penalty: 2574.440918
	Iteration 1F: 3 clusters Score -682656.1 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -682902.562500 Penalty: 2574.440918
	Iteration 2F: 3 clusters Score -682902.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -683082.562500 Penalty: 2574.440918
	Iteration 3F: 3 clusters Score -683082.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -683227.000000 Penalty: 2574.440918
	Iteration 4Q: 3 clusters Score -683227 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -683356.875000 Penalty: 2574.440918
	Iteration 5Q: 3 clusters Score -683356.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -683482.125000 Penalty: 2574.440918
	Iteration 6Q: 3 clusters Score -683482.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -683600.437500 Penalty: 2574.440918
	Iteration 7Q: 3 clusters Score -683600.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -683746.250000 Penalty: 2574.440918
	Iteration 8Q: 3 clusters Score -683746.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -683903.125000 Penalty: 2574.440918
	Iteration 9Q: 3 clusters Score -683903.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -684044.562500 Penalty: 2574.440918
	Iteration 10Q: 3 clusters Score -684044.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -684157.687500 Penalty: 2574.440918
	Iteration 11Q: 3 clusters Score -684157.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -684253.437500 Penalty: 2574.440918
	Iteration 12Q: 3 clusters Score -684253.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -684330.562500 Penalty: 2574.440918
	Iteration 13Q: 3 clusters Score -684330.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -684400.875000 Penalty: 2574.440918
	Iteration 14Q: 3 clusters Score -684400.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -684462.312500 Penalty: 2574.440918
	Iteration 15Q: 3 clusters Score -684462.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -684517.250000 Penalty: 2574.440918
	Iteration 16Q: 3 clusters Score -684517.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -684553.687500 Penalty: 2574.440918
	Iteration 17Q: 3 clusters Score -684553.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -684577.187500 Penalty: 2574.440918
	Iteration 18Q: 3 clusters Score -684577.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -684587.937500 Penalty: 2574.440918
	Iteration 19Q: 3 clusters Score -684587.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -684600.312500 Penalty: 2574.440918
	Iteration 20F: 3 clusters Score -684600.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -684610.687500 Penalty: 2574.440918
	Iteration 21Q: 3 clusters Score -684610.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -684614.937500 Penalty: 2574.440918
	Iteration 22Q: 3 clusters Score -684614.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -684627.437500 Penalty: 2574.440918
	Iteration 23Q: 3 clusters Score -684627.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -684641.375000 Penalty: 2574.440918
	Iteration 24Q: 3 clusters Score -684641.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -684653.375000 Penalty: 2574.440918
	Iteration 25Q: 3 clusters Score -684653.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -684660.187500 Penalty: 2574.440918
	Iteration 26Q: 3 clusters Score -684660.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -684663.250000 Penalty: 2574.440918
	Iteration 27Q: 3 clusters Score -684663.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -684671.687500 Penalty: 2574.440918
	Iteration 28Q: 3 clusters Score -684671.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -684674.437500 Penalty: 2574.440918
	Iteration 29Q: 3 clusters Score -684674.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -684675.812500 Penalty: 2574.440918
	Iteration 30Q: 3 clusters Score -684675.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -684677.625000 Penalty: 2574.440918
	Iteration 31Q: 3 clusters Score -684677.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -684678.500000 Penalty: 2574.440918
	Iteration 32Q: 3 clusters Score -684678.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -684678.500000 Penalty: 2574.440918
	Iteration 33F: 3 clusters Score -684678.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Entering Unmasked Estep 
Score: -1015375.375000 Penalty: 1345.208984
	Iteration 0F: 2 clusters Score -1015375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1009564.625000 Penalty: 2690.417969
	Iteration 0F: 3 clusters Score -1009565 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1011424.125000 Penalty: 2690.417969
	Iteration 1F: 3 clusters Score -1011424 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1011714.500000 Penalty: 2690.417969
	Iteration 2F: 3 clusters Score -1011714 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1011953.000000 Penalty: 2690.417969
	Iteration 3F: 3 clusters Score -1011953 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1012173.625000 Penalty: 2690.417969
	Iteration 4Q: 3 clusters Score -1012174 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1012376.937500 Penalty: 2690.417969
	Iteration 5Q: 3 clusters Score -1012377 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1012579.562500 Penalty: 2690.417969
	Iteration 6Q: 3 clusters Score -1012580 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1012786.062500 Penalty: 2690.417969
	Iteration 7Q: 3 clusters Score -1012786 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1012988.250000 Penalty: 2690.417969
	Iteration 8Q: 3 clusters Score -1012988 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1013190.125000 Penalty: 2690.417969
	Iteration 9Q: 3 clusters Score -1013190 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1013421.750000 Penalty: 2690.417969
	Iteration 10Q: 3 clusters Score -1013422 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1013666.562500 Penalty: 2690.417969
	Iteration 11Q: 3 clusters Score -1013667 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1013916.187500 Penalty: 2690.417969
	Iteration 12Q: 3 clusters Score -1013916 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1014202.750000 Penalty: 2690.417969
	Iteration 13Q: 3 clusters Score -1014203 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1014435.500000 Penalty: 2690.417969
	Iteration 14Q: 3 clusters Score -1014436 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1014602.875000 Penalty: 2690.417969
	Iteration 15Q: 3 clusters Score -1014603 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1014705.125000 Penalty: 2690.417969
	Iteration 16Q: 3 clusters Score -1014705 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1014763.000000 Penalty: 2690.417969
	Iteration 17Q: 3 clusters Score -1014763 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1014799.812500 Penalty: 2690.417969
	Iteration 18Q: 3 clusters Score -1014800 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1014821.000000 Penalty: 2690.417969
	Iteration 19Q: 3 clusters Score -1014821 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1014836.187500 Penalty: 2690.417969
	Iteration 20F: 3 clusters Score -1014836 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1014847.625000 Penalty: 2690.417969
	Iteration 21Q: 3 clusters Score -1014848 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1014856.437500 Penalty: 2690.417969
	Iteration 22Q: 3 clusters Score -1014856 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1014861.687500 Penalty: 2690.417969
	Iteration 23Q: 3 clusters Score -1014862 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1014866.562500 Penalty: 2690.417969
	Iteration 24Q: 3 clusters Score -1014867 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1014870.562500 Penalty: 2690.417969
	Iteration 25Q: 3 clusters Score -1014871 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1014873.500000 Penalty: 2690.417969
	Iteration 26Q: 3 clusters Score -1014874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1014877.562500 Penalty: 2690.417969
	Iteration 27Q: 3 clusters Score -1014878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1014884.312500 Penalty: 2690.417969
	Iteration 28Q: 3 clusters Score -1014884 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1014887.062500 Penalty: 2690.417969
	Iteration 29Q: 3 clusters Score -1014887 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1014891.000000 Penalty: 2690.417969
	Iteration 30Q: 3 clusters Score -1014891 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1014895.875000 Penalty: 2690.417969
	Iteration 31Q: 3 clusters Score -1014896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1014897.375000 Penalty: 2690.417969
	Iteration 32Q: 3 clusters Score -1014897 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1014898.437500 Penalty: 2690.417969
	Iteration 33Q: 3 clusters Score -1014898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1014897.750000 Penalty: 2690.417969
	Iteration 34Q: 3 clusters Score -1014898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1014897.750000 Penalty: 2690.417969
	Iteration 35F: 3 clusters Score -1014898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Entering Unmasked Estep 
Score: -1144420.625000 Penalty: 1363.911987
	Iteration 0F: 2 clusters Score -1144421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1137952.250000 Penalty: 2727.823975
	Iteration 0F: 3 clusters Score -1137952 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1139983.875000 Penalty: 2727.823975
	Iteration 1F: 3 clusters Score -1139984 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1140333.875000 Penalty: 2727.823975
	Iteration 2F: 3 clusters Score -1140334 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1140652.000000 Penalty: 2727.823975
	Iteration 3F: 3 clusters Score -1140652 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1140981.375000 Penalty: 2727.823975
	Iteration 4F: 3 clusters Score -1140981 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1141323.375000 Penalty: 2727.823975
	Iteration 5F: 3 clusters Score -1141323 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1141615.125000 Penalty: 2727.823975
	Iteration 6Q: 3 clusters Score -1141615 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1141885.250000 Penalty: 2727.823975
	Iteration 7Q: 3 clusters Score -1141885 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1142120.875000 Penalty: 2727.823975
	Iteration 8Q: 3 clusters Score -1142121 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1142366.750000 Penalty: 2727.823975
	Iteration 9Q: 3 clusters Score -1142367 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1142576.375000 Penalty: 2727.823975
	Iteration 10Q: 3 clusters Score -1142576 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1142761.000000 Penalty: 2727.823975
	Iteration 11Q: 3 clusters Score -1142761 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1142918.375000 Penalty: 2727.823975
	Iteration 12Q: 3 clusters Score -1142918 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1143056.875000 Penalty: 2727.823975
	Iteration 13Q: 3 clusters Score -1143057 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1143219.125000 Penalty: 2727.823975
	Iteration 14Q: 3 clusters Score -1143219 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1143383.875000 Penalty: 2727.823975
	Iteration 15Q: 3 clusters Score -1143384 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1143502.875000 Penalty: 2727.823975
	Iteration 16Q: 3 clusters Score -1143503 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1143593.250000 Penalty: 2727.823975
	Iteration 17Q: 3 clusters Score -1143593 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1143647.375000 Penalty: 2727.823975
	Iteration 18Q: 3 clusters Score -1143647 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1143697.250000 Penalty: 2727.823975
	Iteration 19Q: 3 clusters Score -1143697 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1143728.375000 Penalty: 2727.823975
	Iteration 20F: 3 clusters Score -1143728 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1143747.875000 Penalty: 2727.823975
	Iteration 21Q: 3 clusters Score -1143748 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1143765.250000 Penalty: 2727.823975
	Iteration 22Q: 3 clusters Score -1143765 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1143780.250000 Penalty: 2727.823975
	Iteration 23Q: 3 clusters Score -1143780 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1143794.375000 Penalty: 2727.823975
	Iteration 24Q: 3 clusters Score -1143794 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1143804.375000 Penalty: 2727.823975
	Iteration 25Q: 3 clusters Score -1143804 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1143810.250000 Penalty: 2727.823975
	Iteration 26Q: 3 clusters Score -1143810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1143815.000000 Penalty: 2727.823975
	Iteration 27Q: 3 clusters Score -1143815 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1143814.875000 Penalty: 2727.823975
	Iteration 28Q: 3 clusters Score -1143815 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1143823.125000 Penalty: 2727.823975
	Iteration 29Q: 3 clusters Score -1143823 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1143824.875000 Penalty: 2727.823975
	Iteration 30Q: 3 clusters Score -1143825 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1143824.000000 Penalty: 2727.823975
	Iteration 31Q: 3 clusters Score -1143824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1143825.250000 Penalty: 2727.823975
	Iteration 32Q: 3 clusters Score -1143825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1143828.625000 Penalty: 2727.823975
	Iteration 33Q: 3 clusters Score -1143829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1143826.875000 Penalty: 2727.823975
	Iteration 34Q: 3 clusters Score -1143827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1143826.875000 Penalty: 2727.823975
	Iteration 35F: 3 clusters Score -1143827 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Entering Unmasked Estep 
Score: -1181294.000000 Penalty: 1359.828125
	Iteration 0F: 2 clusters Score -1181294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1174990.875000 Penalty: 2719.656250
	Iteration 0F: 3 clusters Score -1174991 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1177154.500000 Penalty: 2719.656250
	Iteration 1F: 3 clusters Score -1177154 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1177456.500000 Penalty: 2719.656250
	Iteration 2F: 3 clusters Score -1177456 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1177673.500000 Penalty: 2719.656250
	Iteration 3Q: 3 clusters Score -1177674 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1177861.625000 Penalty: 2719.656250
	Iteration 4Q: 3 clusters Score -1177862 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1178014.750000 Penalty: 2719.656250
	Iteration 5Q: 3 clusters Score -1178015 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1178140.500000 Penalty: 2719.656250
	Iteration 6Q: 3 clusters Score -1178140 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1178239.250000 Penalty: 2719.656250
	Iteration 7Q: 3 clusters Score -1178239 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1178333.250000 Penalty: 2719.656250
	Iteration 8Q: 3 clusters Score -1178333 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1178411.625000 Penalty: 2719.656250
	Iteration 9Q: 3 clusters Score -1178412 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1178474.250000 Penalty: 2719.656250
	Iteration 10Q: 3 clusters Score -1178474 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1178533.000000 Penalty: 2719.656250
	Iteration 11Q: 3 clusters Score -1178533 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1178587.125000 Penalty: 2719.656250
	Iteration 12Q: 3 clusters Score -1178587 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1178631.125000 Penalty: 2719.656250
	Iteration 13Q: 3 clusters Score -1178631 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1178677.500000 Penalty: 2719.656250
	Iteration 14Q: 3 clusters Score -1178678 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1178715.750000 Penalty: 2719.656250
	Iteration 15Q: 3 clusters Score -1178716 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1178756.125000 Penalty: 2719.656250
	Iteration 16Q: 3 clusters Score -1178756 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1178789.875000 Penalty: 2719.656250
	Iteration 17Q: 3 clusters Score -1178790 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1178822.000000 Penalty: 2719.656250
	Iteration 18Q: 3 clusters Score -1178822 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1178849.000000 Penalty: 2719.656250
	Iteration 19Q: 3 clusters Score -1178849 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1178873.000000 Penalty: 2719.656250
	Iteration 20F: 3 clusters Score -1178873 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1178888.375000 Penalty: 2719.656250
	Iteration 21Q: 3 clusters Score -1178888 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1178904.875000 Penalty: 2719.656250
	Iteration 22Q: 3 clusters Score -1178905 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1178920.000000 Penalty: 2719.656250
	Iteration 23Q: 3 clusters Score -1178920 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1178932.875000 Penalty: 2719.656250
	Iteration 24Q: 3 clusters Score -1178933 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1178940.750000 Penalty: 2719.656250
	Iteration 25Q: 3 clusters Score -1178941 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1178948.375000 Penalty: 2719.656250
	Iteration 26Q: 3 clusters Score -1178948 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1178953.000000 Penalty: 2719.656250
	Iteration 27Q: 3 clusters Score -1178953 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1178959.500000 Penalty: 2719.656250
	Iteration 28Q: 3 clusters Score -1178960 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1178967.500000 Penalty: 2719.656250
	Iteration 29Q: 3 clusters Score -1178968 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1178968.750000 Penalty: 2719.656250
	Iteration 30Q: 3 clusters Score -1178969 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1178976.875000 Penalty: 2719.656250
	Iteration 31Q: 3 clusters Score -1178977 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1178980.000000 Penalty: 2719.656250
	Iteration 32Q: 3 clusters Score -1178980 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1178987.375000 Penalty: 2719.656250
	Iteration 33Q: 3 clusters Score -1178987 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1178990.625000 Penalty: 2719.656250
	Iteration 34Q: 3 clusters Score -1178991 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1178995.500000 Penalty: 2719.656250
	Iteration 35Q: 3 clusters Score -1178996 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1179000.125000 Penalty: 2719.656250
	Iteration 36Q: 3 clusters Score -1179000 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1179001.000000 Penalty: 2719.656250
	Iteration 37Q: 3 clusters Score -1179001 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1179006.625000 Penalty: 2719.656250
	Iteration 38Q: 3 clusters Score -1179007 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1179007.875000 Penalty: 2719.656250
	Iteration 39Q: 3 clusters Score -1179008 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1179017.250000 Penalty: 2719.656250
	Iteration 40F: 3 clusters Score -1179017 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1179022.750000 Penalty: 2719.656250
	Iteration 41Q: 3 clusters Score -1179023 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1179028.375000 Penalty: 2719.656250
	Iteration 42Q: 3 clusters Score -1179028 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1179035.250000 Penalty: 2719.656250
	Iteration 43Q: 3 clusters Score -1179035 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1179038.500000 Penalty: 2719.656250
	Iteration 44Q: 3 clusters Score -1179038 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1179044.625000 Penalty: 2719.656250
	Iteration 45Q: 3 clusters Score -1179045 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1179046.750000 Penalty: 2719.656250
	Iteration 46Q: 3 clusters Score -1179047 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1179051.000000 Penalty: 2719.656250
	Iteration 47Q: 3 clusters Score -1179051 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1179062.125000 Penalty: 2719.656250
	Iteration 48Q: 3 clusters Score -1179062 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1179065.875000 Penalty: 2719.656250
	Iteration 49Q: 3 clusters Score -1179066 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1179071.625000 Penalty: 2719.656250
	Iteration 50Q: 3 clusters Score -1179072 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1179082.875000 Penalty: 2719.656250
	Iteration 51Q: 3 clusters Score -1179083 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1179098.375000 Penalty: 2719.656250
	Iteration 52Q: 3 clusters Score -1179098 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1179113.625000 Penalty: 2719.656250
	Iteration 53Q: 3 clusters Score -1179114 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1179134.750000 Penalty: 2719.656250
	Iteration 54Q: 3 clusters Score -1179135 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1179157.750000 Penalty: 2719.656250
	Iteration 55Q: 3 clusters Score -1179158 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1179177.625000 Penalty: 2719.656250
	Iteration 56Q: 3 clusters Score -1179178 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 6337 members 
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	Iteration 57Q: 3 clusters Score -1179206 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 6416 members 
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Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 6494 members 
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Mstep: Class 1 contains 2730 members 
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Mstep: Class 1 contains 2626 members 
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Mstep: Class 1 contains 2528 members 
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Mstep: Class 1 contains 2419 members 
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	Iteration 63Q: 3 clusters Score -1179462 nChanged 115
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Mstep: Class 1 contains 2314 members 
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Mstep: Class 1 contains 2200 members 
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Mstep: Class 1 contains 2105 members 
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Mstep: Class 1 contains 1941 members 
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Mstep: Class 1 contains 1821 members 
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Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 7542 members 
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Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 7596 members 
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Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 7639 members 
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Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 7683 members 
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Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 7726 members 
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Mstep: Class 1 contains 1554 members 
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Mstep: Class 1 contains 1525 members 
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Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 7814 members 
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Mstep: Class 2 contains 7839 members 
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Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 7860 members 
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Mstep: Class 2 contains 7877 members 
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Mstep: Class 2 contains 7890 members 
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Mstep: Class 1 contains 1407 members 
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Mstep: Class 1 contains 1392 members 
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	Iteration 84Q: 3 clusters Score -1179895 nChanged 9
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Mstep: Class 1 contains 1385 members 
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	Iteration 85Q: 3 clusters Score -1179899 nChanged 6
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Mstep: Class 1 contains 1379 members 
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	Iteration 86Q: 3 clusters Score -1179900 nChanged 4
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Mstep: Class 1 contains 1375 members 
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	Iteration 87Q: 3 clusters Score -1179901 nChanged 3
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	Iteration 88Q: 3 clusters Score -1179901 nChanged 5
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Mstep: Class 1 contains 1367 members 
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	Iteration 89Q: 3 clusters Score -1179904 nChanged 5
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	Iteration 90Q: 3 clusters Score -1179904 nChanged 9
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Mstep: Class 1 contains 1353 members 
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	Iteration 91Q: 3 clusters Score -1179908 nChanged 10
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	Iteration 92Q: 3 clusters Score -1179909 nChanged 8
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	Iteration 93Q: 3 clusters Score -1179914 nChanged 13
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	Iteration 94Q: 3 clusters Score -1179918 nChanged 17
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Mstep: Class 1 contains 1305 members 
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	Iteration 95Q: 3 clusters Score -1179922 nChanged 23
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Mstep: Class 1 contains 1282 members 
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	Iteration 96Q: 3 clusters Score -1179933 nChanged 25
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Mstep: Class 1 contains 1257 members 
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	Iteration 97Q: 3 clusters Score -1179943 nChanged 27
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	Iteration 98Q: 3 clusters Score -1179952 nChanged 25
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Mstep: Class 1 contains 1207 members 
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	Iteration 99Q: 3 clusters Score -1179963 nChanged 24
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Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 8125 members 
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	Iteration 100F: 3 clusters Score -1179969 nChanged 21
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Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 8146 members 
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	Iteration 101Q: 3 clusters Score -1179975 nChanged 23
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Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 8169 members 
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	Iteration 102Q: 3 clusters Score -1179988 nChanged 26
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Mstep: Class 1 contains 1113 members 
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	Iteration 103Q: 3 clusters Score -1179998 nChanged 26
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Mstep: Class 1 contains 1087 members 
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	Iteration 104Q: 3 clusters Score -1180009 nChanged 21
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Mstep: Class 1 contains 1068 members 
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	Iteration 105Q: 3 clusters Score -1180021 nChanged 25
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Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 8265 members 
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	Iteration 106Q: 3 clusters Score -1180033 nChanged 21
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Mstep: Class 1 contains 1024 members 
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	Iteration 107Q: 3 clusters Score -1180041 nChanged 21
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Mstep: Class 1 contains 1005 members 
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	Iteration 108Q: 3 clusters Score -1180051 nChanged 22
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	Iteration 109Q: 3 clusters Score -1180058 nChanged 25
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Mstep: Class 1 contains 941 members 
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	Iteration 111Q: 3 clusters Score -1180074 nChanged 19
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Mstep: Class 1 contains 886 members 
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	Iteration 114Q: 3 clusters Score -1180105 nChanged 17
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Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 8435 members 
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	Iteration 115Q: 3 clusters Score -1180109 nChanged 16
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Mstep: Class 1 contains 857 members 
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	Iteration 116Q: 3 clusters Score -1180119 nChanged 15
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Mstep: Class 1 contains 842 members 
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	Iteration 117Q: 3 clusters Score -1180125 nChanged 15
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	Iteration 118Q: 3 clusters Score -1180127 nChanged 12
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Mstep: Class 1 contains 817 members 
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	Iteration 119Q: 3 clusters Score -1180131 nChanged 14
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Mstep: Class 1 contains 803 members 
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Score: -1180141.625000 Penalty: 2719.656250
	Iteration 120F: 3 clusters Score -1180142 nChanged 12
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Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 8517 members 
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	Iteration 121Q: 3 clusters Score -1180150 nChanged 10
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Mstep: Class 1 contains 781 members 
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	Iteration 122Q: 3 clusters Score -1180157 nChanged 10
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Mstep: Class 1 contains 771 members 
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	Iteration 123Q: 3 clusters Score -1180160 nChanged 3
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Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 8540 members 
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	Iteration 124Q: 3 clusters Score -1180161 nChanged 8
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Mstep: Class 1 contains 760 members 
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	Iteration 125Q: 3 clusters Score -1180163 nChanged 3
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Mstep: Class 1 contains 757 members 
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	Iteration 126Q: 3 clusters Score -1180165 nChanged 2
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	Iteration 127Q: 3 clusters Score -1180164 nChanged 2
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Mstep: Class 1 contains 753 members 
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	Iteration 128Q: 3 clusters Score -1180166 nChanged 3
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Mstep: Class 1 contains 750 members 
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	Iteration 129Q: 3 clusters Score -1180166 nChanged 3
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Mstep: Class 1 contains 747 members 
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	Iteration 130Q: 3 clusters Score -1180169 nChanged 3
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Mstep: Class 1 contains 744 members 
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	Iteration 131Q: 3 clusters Score -1180170 nChanged 1
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	Iteration 132Q: 3 clusters Score -1180171 nChanged 2
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	Iteration 133Q: 3 clusters Score -1180172 nChanged 2
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	Iteration 134Q: 3 clusters Score -1180172 nChanged 3
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	Iteration 135Q: 3 clusters Score -1180173 nChanged 2
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Mstep: Class 1 contains 734 members 
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	Iteration 136Q: 3 clusters Score -1180175 nChanged 3
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	Iteration 137Q: 3 clusters Score -1180176 nChanged 5
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	Iteration 138Q: 3 clusters Score -1180179 nChanged 8
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Mstep: Class 1 contains 718 members 
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	Iteration 139Q: 3 clusters Score -1180185 nChanged 7
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Mstep: Class 1 contains 711 members 
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Score: -1180190.875000 Penalty: 2719.656250
	Iteration 140F: 3 clusters Score -1180191 nChanged 7
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Mstep: Class 1 contains 704 members 
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	Iteration 141Q: 3 clusters Score -1180193 nChanged 6
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Mstep: Class 1 contains 698 members 
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	Iteration 142Q: 3 clusters Score -1180194 nChanged 5
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Mstep: Class 1 contains 693 members 
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	Iteration 143Q: 3 clusters Score -1180194 nChanged 5
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	Iteration 144Q: 3 clusters Score -1180198 nChanged 4
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	Iteration 145Q: 3 clusters Score -1180200 nChanged 6
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	Iteration 146Q: 3 clusters Score -1180202 nChanged 4
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	Iteration 147Q: 3 clusters Score -1180206 nChanged 2
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	Iteration 148Q: 3 clusters Score -1180207 nChanged 4
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	Iteration 149Q: 3 clusters Score -1180211 nChanged 9
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Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1180217.625000 Penalty: 2719.656250
	Iteration 150Q: 3 clusters Score -1180218 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1180220.750000 Penalty: 2719.656250
	Iteration 151Q: 3 clusters Score -1180221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1180224.250000 Penalty: 2719.656250
	Iteration 152Q: 3 clusters Score -1180224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1180225.000000 Penalty: 2719.656250
	Iteration 153Q: 3 clusters Score -1180225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1180227.000000 Penalty: 2719.656250
	Iteration 154Q: 3 clusters Score -1180227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1180231.125000 Penalty: 2719.656250
	Iteration 155Q: 3 clusters Score -1180231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1180235.125000 Penalty: 2719.656250
	Iteration 156Q: 3 clusters Score -1180235 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1180239.375000 Penalty: 2719.656250
	Iteration 157Q: 3 clusters Score -1180239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1180241.750000 Penalty: 2719.656250
	Iteration 158Q: 3 clusters Score -1180242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1180241.500000 Penalty: 2719.656250
	Iteration 159Q: 3 clusters Score -1180242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1180245.625000 Penalty: 2719.656250
	Iteration 160F: 3 clusters Score -1180246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1180247.375000 Penalty: 2719.656250
	Iteration 161Q: 3 clusters Score -1180247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1180251.750000 Penalty: 2719.656250
	Iteration 162Q: 3 clusters Score -1180252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1180252.625000 Penalty: 2719.656250
	Iteration 163Q: 3 clusters Score -1180253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1180254.125000 Penalty: 2719.656250
	Iteration 164Q: 3 clusters Score -1180254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1180255.875000 Penalty: 2719.656250
	Iteration 165Q: 3 clusters Score -1180256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1180256.250000 Penalty: 2719.656250
	Iteration 166Q: 3 clusters Score -1180256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1180257.250000 Penalty: 2719.656250
	Iteration 167Q: 3 clusters Score -1180257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1180258.000000 Penalty: 2719.656250
	Iteration 168Q: 3 clusters Score -1180258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1180259.875000 Penalty: 2719.656250
	Iteration 169Q: 3 clusters Score -1180260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1180259.875000 Penalty: 2719.656250
	Iteration 170F: 3 clusters Score -1180260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Entering Unmasked Estep 
Score: -335089.125000 Penalty: 1186.148926
	Iteration 0F: 2 clusters Score -335089.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -332680.531250 Penalty: 2372.297852
	Iteration 0F: 3 clusters Score -332680.5 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -333388.031250 Penalty: 2372.297852
	Iteration 1F: 3 clusters Score -333388 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -333646.062500 Penalty: 2372.297852
	Iteration 2F: 3 clusters Score -333646.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -333828.718750 Penalty: 2372.297852
	Iteration 3F: 3 clusters Score -333828.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -333972.312500 Penalty: 2372.297852
	Iteration 4Q: 3 clusters Score -333972.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -334104.312500 Penalty: 2372.297852
	Iteration 5Q: 3 clusters Score -334104.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -334226.718750 Penalty: 2372.297852
	Iteration 6Q: 3 clusters Score -334226.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -334332.718750 Penalty: 2372.297852
	Iteration 7Q: 3 clusters Score -334332.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -334450.000000 Penalty: 2372.297852
	Iteration 8Q: 3 clusters Score -334450 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -334584.718750 Penalty: 2372.297852
	Iteration 9Q: 3 clusters Score -334584.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -334690.656250 Penalty: 2372.297852
	Iteration 10Q: 3 clusters Score -334690.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -334784.250000 Penalty: 2372.297852
	Iteration 11Q: 3 clusters Score -334784.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -334864.468750 Penalty: 2372.297852
	Iteration 12Q: 3 clusters Score -334864.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -334928.156250 Penalty: 2372.297852
	Iteration 13Q: 3 clusters Score -334928.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -334981.531250 Penalty: 2372.297852
	Iteration 14Q: 3 clusters Score -334981.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -335030.218750 Penalty: 2372.297852
	Iteration 15Q: 3 clusters Score -335030.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -335062.562500 Penalty: 2372.297852
	Iteration 16Q: 3 clusters Score -335062.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -335081.031250 Penalty: 2372.297852
	Iteration 17Q: 3 clusters Score -335081 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -335091.437500 Penalty: 2372.297852
	Iteration 18Q: 3 clusters Score -335091.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -335097.375000 Penalty: 2372.297852
	Iteration 19Q: 3 clusters Score -335097.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -335100.031250 Penalty: 2372.297852
	Iteration 20F: 3 clusters Score -335100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -335104.875000 Penalty: 2372.297852
	Iteration 21Q: 3 clusters Score -335104.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -335107.406250 Penalty: 2372.297852
	Iteration 22Q: 3 clusters Score -335107.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -335109.593750 Penalty: 2372.297852
	Iteration 23Q: 3 clusters Score -335109.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -335110.187500 Penalty: 2372.297852
	Iteration 24Q: 3 clusters Score -335110.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -335111.562500 Penalty: 2372.297852
	Iteration 25Q: 3 clusters Score -335111.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -335111.875000 Penalty: 2372.297852
	Iteration 26Q: 3 clusters Score -335111.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -335111.875000 Penalty: 2372.297852
	Iteration 27F: 3 clusters Score -335111.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58089 members 
Mstep: Class 2 contains 40708 members 
Mstep: Class 3 contains 11393 members 
Mstep: Class 4 contains 2558 members 
Mstep: Class 5 contains 67939 members 
Mstep: Class 6 contains 37148 members 
Mstep: Class 7 contains 6981 members 
Mstep: Class 8 contains 5714 members 
Mstep: Class 9 contains 8437 members 
Mstep: Class 10 contains 9567 members 
Mstep: Class 11 contains 9308 members 
Mstep: Class 12 contains 1537 members 
Mstep: Class 13 contains 10576 members 
Mstep: Class 14 contains 1713 members 
Mstep: Class 15 contains 12047 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 24931 members 
Mstep: Class 18 contains 17388 members 
Mstep: Class 19 contains 4507 members 
Mstep: Class 20 contains 35683 members 
Mstep: Class 21 contains 8919 members 
Mstep: Class 22 contains 5396 members 
Mstep: Class 23 contains 22149 members 
Mstep: Class 24 contains 5580 members 
Mstep: Class 25 contains 16052 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 53560 members 
Mstep: Class 28 contains 4805 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34971 members 
Mstep: Class 31 contains 21752 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43451 members 
Mstep: Class 34 contains 1360 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 8835 members 
Mstep: Class 40 contains 63741 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 6963 members 
Mstep: Class 43 contains 226 members 
Mstep: Class 44 contains 199 members 
Entering Unmasked Estep 
Score: -81007208.000000 Penalty: 87800.648438
Splitting cluster 12 changes total score from -81008096.000000 to -81007208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (10576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Entering Unmasked Estep 
Score: -1274036.875000 Penalty: 1378.831787
	Iteration 0F: 2 clusters Score -1274037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1266962.750000 Penalty: 2757.663574
	Iteration 0F: 3 clusters Score -1266963 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1269432.625000 Penalty: 2757.663574
	Iteration 1F: 3 clusters Score -1269433 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1269888.750000 Penalty: 2757.663574
	Iteration 2F: 3 clusters Score -1269889 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1270230.750000 Penalty: 2757.663574
	Iteration 3F: 3 clusters Score -1270231 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1270572.250000 Penalty: 2757.663574
	Iteration 4F: 3 clusters Score -1270572 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1270925.625000 Penalty: 2757.663574
	Iteration 5F: 3 clusters Score -1270926 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1271294.375000 Penalty: 2757.663574
	Iteration 6F: 3 clusters Score -1271294 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1271669.750000 Penalty: 2757.663574
	Iteration 7Q: 3 clusters Score -1271670 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1272090.500000 Penalty: 2757.663574
	Iteration 8F: 3 clusters Score -1272090 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1272552.750000 Penalty: 2757.663574
	Iteration 9F: 3 clusters Score -1272553 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1273013.750000 Penalty: 2757.663574
	Iteration 10Q: 3 clusters Score -1273014 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1273370.625000 Penalty: 2757.663574
	Iteration 11Q: 3 clusters Score -1273371 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1273622.375000 Penalty: 2757.663574
	Iteration 12Q: 3 clusters Score -1273622 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1273762.375000 Penalty: 2757.663574
	Iteration 13Q: 3 clusters Score -1273762 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1273823.500000 Penalty: 2757.663574
	Iteration 14Q: 3 clusters Score -1273824 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1273857.875000 Penalty: 2757.663574
	Iteration 15Q: 3 clusters Score -1273858 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1273882.125000 Penalty: 2757.663574
	Iteration 16Q: 3 clusters Score -1273882 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1273899.375000 Penalty: 2757.663574
	Iteration 17Q: 3 clusters Score -1273899 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1273910.625000 Penalty: 2757.663574
	Iteration 18Q: 3 clusters Score -1273911 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1273923.750000 Penalty: 2757.663574
	Iteration 19Q: 3 clusters Score -1273924 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1273931.750000 Penalty: 2757.663574
	Iteration 20F: 3 clusters Score -1273932 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1273942.625000 Penalty: 2757.663574
	Iteration 21Q: 3 clusters Score -1273943 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1273950.500000 Penalty: 2757.663574
	Iteration 22Q: 3 clusters Score -1273950 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1273952.750000 Penalty: 2757.663574
	Iteration 23Q: 3 clusters Score -1273953 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1273955.750000 Penalty: 2757.663574
	Iteration 24Q: 3 clusters Score -1273956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1273957.500000 Penalty: 2757.663574
	Iteration 25Q: 3 clusters Score -1273958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1273961.375000 Penalty: 2757.663574
	Iteration 26Q: 3 clusters Score -1273961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1273959.125000 Penalty: 2757.663574
	Iteration 27Q: 3 clusters Score -1273959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1273958.500000 Penalty: 2757.663574
	Iteration 28Q: 3 clusters Score -1273958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1273958.875000 Penalty: 2757.663574
	Iteration 29Q: 3 clusters Score -1273959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1273962.000000 Penalty: 2757.663574
	Iteration 30Q: 3 clusters Score -1273962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1273961.750000 Penalty: 2757.663574
	Iteration 31Q: 3 clusters Score -1273962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1273966.250000 Penalty: 2757.663574
	Iteration 32Q: 3 clusters Score -1273966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1273967.375000 Penalty: 2757.663574
	Iteration 33Q: 3 clusters Score -1273967 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1273970.750000 Penalty: 2757.663574
	Iteration 34Q: 3 clusters Score -1273971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1273969.750000 Penalty: 2757.663574
	Iteration 35Q: 3 clusters Score -1273970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1273971.500000 Penalty: 2757.663574
	Iteration 36Q: 3 clusters Score -1273972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1273971.000000 Penalty: 2757.663574
	Iteration 37Q: 3 clusters Score -1273971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1273970.250000 Penalty: 2757.663574
	Iteration 38Q: 3 clusters Score -1273970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1273970.250000 Penalty: 2757.663574
	Iteration 39Q: 3 clusters Score -1273970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1273973.000000 Penalty: 2757.663574
	Iteration 40F: 3 clusters Score -1273973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1273974.250000 Penalty: 2757.663574
	Iteration 41Q: 3 clusters Score -1273974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1273974.250000 Penalty: 2757.663574
	Iteration 42F: 3 clusters Score -1273974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Entering Unmasked Estep 
Score: -197081.828125 Penalty: 1107.965088
	Iteration 0F: 2 clusters Score -197081.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -195419.375000 Penalty: 2215.930176
	Iteration 0F: 3 clusters Score -195419.4 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -195863.171875 Penalty: 2215.930176
	Iteration 1F: 3 clusters Score -195863.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -195977.312500 Penalty: 2215.930176
	Iteration 2F: 3 clusters Score -195977.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -196026.671875 Penalty: 2215.930176
	Iteration 3Q: 3 clusters Score -196026.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -196055.437500 Penalty: 2215.930176
	Iteration 4Q: 3 clusters Score -196055.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -196073.609375 Penalty: 2215.930176
	Iteration 5Q: 3 clusters Score -196073.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -196085.562500 Penalty: 2215.930176
	Iteration 6Q: 3 clusters Score -196085.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -196098.375000 Penalty: 2215.930176
	Iteration 7Q: 3 clusters Score -196098.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -196108.609375 Penalty: 2215.930176
	Iteration 8Q: 3 clusters Score -196108.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -196115.718750 Penalty: 2215.930176
	Iteration 9Q: 3 clusters Score -196115.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -196122.718750 Penalty: 2215.930176
	Iteration 10Q: 3 clusters Score -196122.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -196126.531250 Penalty: 2215.930176
	Iteration 11Q: 3 clusters Score -196126.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -196128.046875 Penalty: 2215.930176
	Iteration 12Q: 3 clusters Score -196128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -196129.609375 Penalty: 2215.930176
	Iteration 13Q: 3 clusters Score -196129.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -196129.609375 Penalty: 2215.930176
	Iteration 14F: 3 clusters Score -196129.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Entering Unmasked Estep 
Score: -1526043.000000 Penalty: 1398.209839
	Iteration 0F: 2 clusters Score -1526043 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1518031.500000 Penalty: 2796.419678
	Iteration 0F: 3 clusters Score -1518032 nChanged 5053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1520604.000000 Penalty: 2796.419678
	Iteration 1F: 3 clusters Score -1520604 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1520903.875000 Penalty: 2796.419678
	Iteration 2F: 3 clusters Score -1520904 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1521121.875000 Penalty: 2796.419678
	Iteration 3Q: 3 clusters Score -1521122 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1521326.750000 Penalty: 2796.419678
	Iteration 4Q: 3 clusters Score -1521327 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1521548.250000 Penalty: 2796.419678
	Iteration 5Q: 3 clusters Score -1521548 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1521794.500000 Penalty: 2796.419678
	Iteration 6Q: 3 clusters Score -1521794 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1522073.500000 Penalty: 2796.419678
	Iteration 7Q: 3 clusters Score -1522074 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1522427.125000 Penalty: 2796.419678
	Iteration 8Q: 3 clusters Score -1522427 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1522824.125000 Penalty: 2796.419678
	Iteration 9Q: 3 clusters Score -1522824 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1523241.125000 Penalty: 2796.419678
	Iteration 10Q: 3 clusters Score -1523241 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1523657.000000 Penalty: 2796.419678
	Iteration 11Q: 3 clusters Score -1523657 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1524010.500000 Penalty: 2796.419678
	Iteration 12Q: 3 clusters Score -1524010 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1524287.000000 Penalty: 2796.419678
	Iteration 13Q: 3 clusters Score -1524287 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1524487.375000 Penalty: 2796.419678
	Iteration 14Q: 3 clusters Score -1524487 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1524629.250000 Penalty: 2796.419678
	Iteration 15Q: 3 clusters Score -1524629 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1524738.625000 Penalty: 2796.419678
	Iteration 16Q: 3 clusters Score -1524739 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1524801.250000 Penalty: 2796.419678
	Iteration 17Q: 3 clusters Score -1524801 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1524831.125000 Penalty: 2796.419678
	Iteration 18Q: 3 clusters Score -1524831 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1524847.875000 Penalty: 2796.419678
	Iteration 19Q: 3 clusters Score -1524848 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1524862.250000 Penalty: 2796.419678
	Iteration 20F: 3 clusters Score -1524862 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1524881.875000 Penalty: 2796.419678
	Iteration 21Q: 3 clusters Score -1524882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1524884.125000 Penalty: 2796.419678
	Iteration 22Q: 3 clusters Score -1524884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1524895.375000 Penalty: 2796.419678
	Iteration 23Q: 3 clusters Score -1524895 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1524905.125000 Penalty: 2796.419678
	Iteration 24Q: 3 clusters Score -1524905 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1524915.625000 Penalty: 2796.419678
	Iteration 25Q: 3 clusters Score -1524916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1524919.375000 Penalty: 2796.419678
	Iteration 26Q: 3 clusters Score -1524919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1524929.500000 Penalty: 2796.419678
	Iteration 27Q: 3 clusters Score -1524930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1524933.125000 Penalty: 2796.419678
	Iteration 28Q: 3 clusters Score -1524933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1524934.875000 Penalty: 2796.419678
	Iteration 29Q: 3 clusters Score -1524935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1524935.875000 Penalty: 2796.419678
	Iteration 30Q: 3 clusters Score -1524936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1524937.125000 Penalty: 2796.419678
	Iteration 31Q: 3 clusters Score -1524937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1524938.375000 Penalty: 2796.419678
	Iteration 32Q: 3 clusters Score -1524938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1524941.125000 Penalty: 2796.419678
	Iteration 33Q: 3 clusters Score -1524941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1524941.125000 Penalty: 2796.419678
	Iteration 34F: 3 clusters Score -1524941 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Entering Unmasked Estep 
Score: -18445.937500 Penalty: 828.000671
	Iteration 0F: 2 clusters Score -18445.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -17906.337891 Penalty: 1656.001343
	Iteration 0F: 3 clusters Score -17906.34 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -18130.035156 Penalty: 1656.001343
	Iteration 1F: 3 clusters Score -18130.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -18202.210938 Penalty: 1656.001343
	Iteration 2F: 3 clusters Score -18202.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -18262.070312 Penalty: 1656.001343
	Iteration 3Q: 3 clusters Score -18262.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -18322.791016 Penalty: 1656.001343
	Iteration 4Q: 3 clusters Score -18322.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -18335.396484 Penalty: 1656.001343
	Iteration 5Q: 3 clusters Score -18335.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -18335.396484 Penalty: 1656.001343
	Iteration 6F: 3 clusters Score -18335.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (24931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24931 members 
Entering Unmasked Estep 
Score: -2920424.750000 Penalty: 1506.431396
	Iteration 0F: 2 clusters Score -2920425 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -2904220.500000 Penalty: 3012.862793
	Iteration 0F: 3 clusters Score -2904220 nChanged 11157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -2910202.750000 Penalty: 3012.862793
	Iteration 1F: 3 clusters Score -2910203 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -2910674.500000 Penalty: 3012.862793
	Iteration 2F: 3 clusters Score -2910674 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -2911016.250000 Penalty: 3012.862793
	Iteration 3Q: 3 clusters Score -2911016 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -2911350.500000 Penalty: 3012.862793
	Iteration 4Q: 3 clusters Score -2911350 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -2911646.500000 Penalty: 3012.862793
	Iteration 5Q: 3 clusters Score -2911646 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -2911974.000000 Penalty: 3012.862793
	Iteration 6Q: 3 clusters Score -2911974 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -2912306.500000 Penalty: 3012.862793
	Iteration 7Q: 3 clusters Score -2912306 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -2912623.750000 Penalty: 3012.862793
	Iteration 8Q: 3 clusters Score -2912624 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -2913008.000000 Penalty: 3012.862793
	Iteration 9Q: 3 clusters Score -2913008 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -2913443.250000 Penalty: 3012.862793
	Iteration 10Q: 3 clusters Score -2913443 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -2914010.000000 Penalty: 3012.862793
	Iteration 11Q: 3 clusters Score -2914010 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -2914758.250000 Penalty: 3012.862793
	Iteration 12Q: 3 clusters Score -2914758 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 20004 members 
Entering Unmasked Estep 
Score: -2915575.250000 Penalty: 3012.862793
	Iteration 13Q: 3 clusters Score -2915575 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 21278 members 
Entering Unmasked Estep 
Score: -2916531.250000 Penalty: 3012.862793
	Iteration 14F: 3 clusters Score -2916531 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 22404 members 
Entering Unmasked Estep 
Score: -2917421.250000 Penalty: 3012.862793
	Iteration 15Q: 3 clusters Score -2917421 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -2918126.250000 Penalty: 3012.862793
	Iteration 16Q: 3 clusters Score -2918126 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 23811 members 
Entering Unmasked Estep 
Score: -2918598.500000 Penalty: 3012.862793
	Iteration 17Q: 3 clusters Score -2918598 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 24125 members 
Entering Unmasked Estep 
Score: -2918854.750000 Penalty: 3012.862793
	Iteration 18Q: 3 clusters Score -2918855 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 24300 members 
Entering Unmasked Estep 
Score: -2919002.250000 Penalty: 3012.862793
	Iteration 19Q: 3 clusters Score -2919002 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 24407 members 
Entering Unmasked Estep 
Score: -2919107.000000 Penalty: 3012.862793
	Iteration 20F: 3 clusters Score -2919107 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 24476 members 
Entering Unmasked Estep 
Score: -2919160.250000 Penalty: 3012.862793
	Iteration 21Q: 3 clusters Score -2919160 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 24520 members 
Entering Unmasked Estep 
Score: -2919214.750000 Penalty: 3012.862793
	Iteration 22Q: 3 clusters Score -2919215 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 24557 members 
Entering Unmasked Estep 
Score: -2919250.750000 Penalty: 3012.862793
	Iteration 23Q: 3 clusters Score -2919251 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 24578 members 
Entering Unmasked Estep 
Score: -2919284.250000 Penalty: 3012.862793
	Iteration 24Q: 3 clusters Score -2919284 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 24598 members 
Entering Unmasked Estep 
Score: -2919312.000000 Penalty: 3012.862793
	Iteration 25Q: 3 clusters Score -2919312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 24605 members 
Entering Unmasked Estep 
Score: -2919325.250000 Penalty: 3012.862793
	Iteration 26Q: 3 clusters Score -2919325 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 24612 members 
Entering Unmasked Estep 
Score: -2919336.250000 Penalty: 3012.862793
	Iteration 27Q: 3 clusters Score -2919336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 24616 members 
Entering Unmasked Estep 
Score: -2919338.000000 Penalty: 3012.862793
	Iteration 28Q: 3 clusters Score -2919338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 24623 members 
Entering Unmasked Estep 
Score: -2919347.000000 Penalty: 3012.862793
	Iteration 29Q: 3 clusters Score -2919347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 24630 members 
Entering Unmasked Estep 
Score: -2919355.500000 Penalty: 3012.862793
	Iteration 30Q: 3 clusters Score -2919356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 24634 members 
Entering Unmasked Estep 
Score: -2919359.750000 Penalty: 3012.862793
	Iteration 31Q: 3 clusters Score -2919360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 24637 members 
Entering Unmasked Estep 
Score: -2919362.250000 Penalty: 3012.862793
	Iteration 32Q: 3 clusters Score -2919362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 24638 members 
Entering Unmasked Estep 
Score: -2919367.500000 Penalty: 3012.862793
	Iteration 33Q: 3 clusters Score -2919368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 24641 members 
Entering Unmasked Estep 
Score: -2919369.250000 Penalty: 3012.862793
	Iteration 34Q: 3 clusters Score -2919369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 24646 members 
Entering Unmasked Estep 
Score: -2919376.500000 Penalty: 3012.862793
	Iteration 35Q: 3 clusters Score -2919376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 24647 members 
Entering Unmasked Estep 
Score: -2919378.000000 Penalty: 3012.862793
	Iteration 36Q: 3 clusters Score -2919378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 24646 members 
Entering Unmasked Estep 
Score: -2919379.750000 Penalty: 3012.862793
	Iteration 37Q: 3 clusters Score -2919380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 24647 members 
Entering Unmasked Estep 
Score: -2919381.750000 Penalty: 3012.862793
	Iteration 38Q: 3 clusters Score -2919382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 24647 members 
Entering Unmasked Estep 
Score: -2919381.750000 Penalty: 3012.862793
	Iteration 39F: 3 clusters Score -2919382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (17388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Entering Unmasked Estep 
Score: -2174932.000000 Penalty: 1452.814087
	Iteration 0F: 2 clusters Score -2174932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -2163420.500000 Penalty: 2905.628174
	Iteration 0F: 3 clusters Score -2163420 nChanged 7672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -2167549.250000 Penalty: 2905.628174
	Iteration 1F: 3 clusters Score -2167549 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -2167846.750000 Penalty: 2905.628174
	Iteration 2F: 3 clusters Score -2167847 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -2168080.250000 Penalty: 2905.628174
	Iteration 3Q: 3 clusters Score -2168080 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -2168266.750000 Penalty: 2905.628174
	Iteration 4Q: 3 clusters Score -2168267 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -2168413.750000 Penalty: 2905.628174
	Iteration 5Q: 3 clusters Score -2168414 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -2168541.500000 Penalty: 2905.628174
	Iteration 6Q: 3 clusters Score -2168542 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -2168683.250000 Penalty: 2905.628174
	Iteration 7Q: 3 clusters Score -2168683 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -2168820.750000 Penalty: 2905.628174
	Iteration 8Q: 3 clusters Score -2168821 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -2168988.750000 Penalty: 2905.628174
	Iteration 9Q: 3 clusters Score -2168989 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -2169197.500000 Penalty: 2905.628174
	Iteration 10Q: 3 clusters Score -2169198 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -2169485.000000 Penalty: 2905.628174
	Iteration 11Q: 3 clusters Score -2169485 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -2169869.500000 Penalty: 2905.628174
	Iteration 12Q: 3 clusters Score -2169870 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -2170352.000000 Penalty: 2905.628174
	Iteration 13Q: 3 clusters Score -2170352 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -2170909.250000 Penalty: 2905.628174
	Iteration 14Q: 3 clusters Score -2170909 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -2171507.250000 Penalty: 2905.628174
	Iteration 15Q: 3 clusters Score -2171507 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -2172193.750000 Penalty: 2905.628174
	Iteration 16Q: 3 clusters Score -2172194 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -2172850.000000 Penalty: 2905.628174
	Iteration 17Q: 3 clusters Score -2172850 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -2173454.500000 Penalty: 2905.628174
	Iteration 18Q: 3 clusters Score -2173454 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2173758.000000 Penalty: 2905.628174
	Iteration 19Q: 3 clusters Score -2173758 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2174005.250000 Penalty: 2905.628174
	Iteration 20F: 3 clusters Score -2174005 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2174355.500000 Penalty: 2905.628174
	Iteration 21Q: 3 clusters Score -2174356 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2174580.000000 Penalty: 2905.628174
	Iteration 22Q: 3 clusters Score -2174580 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2174704.500000 Penalty: 2905.628174
	Iteration 23Q: 3 clusters Score -2174704 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2174838.250000 Penalty: 2905.628174
	Iteration 24Q: 3 clusters Score -2174838 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -2174973.500000 Penalty: 2905.628174
	Iteration 25Q: 3 clusters Score -2174974 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -2175117.500000 Penalty: 2905.628174
	Iteration 26Q: 3 clusters Score -2175118 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -2175305.000000 Penalty: 2905.628174
	Iteration 27Q: 3 clusters Score -2175305 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -2175585.500000 Penalty: 2905.628174
	Iteration 28Q: 3 clusters Score -2175586 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -2175959.250000 Penalty: 2905.628174
	Iteration 29Q: 3 clusters Score -2175959 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -2176393.500000 Penalty: 2905.628174
	Iteration 30Q: 3 clusters Score -2176394 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -2176897.250000 Penalty: 2905.628174
	Iteration 31Q: 3 clusters Score -2176897 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -2177450.750000 Penalty: 2905.628174
	Iteration 32Q: 3 clusters Score -2177451 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -2177998.750000 Penalty: 2905.628174
	Iteration 33Q: 3 clusters Score -2177999 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -2178437.500000 Penalty: 2905.628174
	Iteration 34Q: 3 clusters Score -2178438 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -2178801.500000 Penalty: 2905.628174
	Iteration 35Q: 3 clusters Score -2178802 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -2179056.250000 Penalty: 2905.628174
	Iteration 36Q: 3 clusters Score -2179056 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -2179226.250000 Penalty: 2905.628174
	Iteration 37Q: 3 clusters Score -2179226 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -2179331.750000 Penalty: 2905.628174
	Iteration 38Q: 3 clusters Score -2179332 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -2179417.500000 Penalty: 2905.628174
	Iteration 39Q: 3 clusters Score -2179418 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -2181192.000000 Penalty: 2905.628174
	Iteration 40F: 3 clusters Score -2181192 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -2183565.250000 Penalty: 2905.628174
	Iteration 41Q: 3 clusters Score -2183565 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -2183836.750000 Penalty: 2905.628174
	Iteration 42Q: 3 clusters Score -2183837 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -2183865.000000 Penalty: 2905.628174
	Iteration 43Q: 3 clusters Score -2183865 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -2183861.000000 Penalty: 2905.628174
	Iteration 44Q: 3 clusters Score -2183861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -2183863.250000 Penalty: 2905.628174
	Iteration 45Q: 3 clusters Score -2183863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -2183878.750000 Penalty: 2905.628174
	Iteration 46F: 3 clusters Score -2183879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -2183889.250000 Penalty: 2905.628174
	Iteration 47Q: 3 clusters Score -2183889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -2183888.750000 Penalty: 2905.628174
	Iteration 48Q: 3 clusters Score -2183889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -2183887.500000 Penalty: 2905.628174
	Iteration 49Q: 3 clusters Score -2183888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -2183887.500000 Penalty: 2905.628174
	Iteration 50F: 3 clusters Score -2183888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58089 members 
Mstep: Class 2 contains 40708 members 
Mstep: Class 3 contains 11393 members 
Mstep: Class 4 contains 2558 members 
Mstep: Class 5 contains 67939 members 
Mstep: Class 6 contains 37148 members 
Mstep: Class 7 contains 6981 members 
Mstep: Class 8 contains 5714 members 
Mstep: Class 9 contains 8437 members 
Mstep: Class 10 contains 9567 members 
Mstep: Class 11 contains 9308 members 
Mstep: Class 12 contains 2897 members 
Mstep: Class 13 contains 10576 members 
Mstep: Class 14 contains 1713 members 
Mstep: Class 15 contains 12047 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 24931 members 
Mstep: Class 18 contains 10998 members 
Mstep: Class 19 contains 4507 members 
Mstep: Class 20 contains 35683 members 
Mstep: Class 21 contains 8919 members 
Mstep: Class 22 contains 5396 members 
Mstep: Class 23 contains 22149 members 
Mstep: Class 24 contains 5580 members 
Mstep: Class 25 contains 16052 members 
Mstep: Class 26 contains 727 members 
Mstep: Class 27 contains 53560 members 
Mstep: Class 28 contains 4805 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34971 members 
Mstep: Class 31 contains 21752 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43451 members 
Mstep: Class 34 contains 6390 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 8835 members 
Mstep: Class 40 contains 63741 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 6963 members 
Mstep: Class 43 contains 226 members 
Mstep: Class 44 contains 199 members 
Entering Unmasked Estep 
Score: -81016920.000000 Penalty: 87800.648438
Splitting cluster 18 changes total score from -81008096.000000 to -81016920.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 19 (4507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Entering Unmasked Estep 
Score: -539325.812500 Penalty: 1251.912109
	Iteration 0F: 2 clusters Score -539325.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -535879.000000 Penalty: 2503.824219
	Iteration 0F: 3 clusters Score -535879 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -536890.000000 Penalty: 2503.824219
	Iteration 1F: 3 clusters Score -536890 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -537090.000000 Penalty: 2503.824219
	Iteration 2F: 3 clusters Score -537090 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -537204.437500 Penalty: 2503.824219
	Iteration 3F: 3 clusters Score -537204.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -537271.187500 Penalty: 2503.824219
	Iteration 4Q: 3 clusters Score -537271.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -537324.562500 Penalty: 2503.824219
	Iteration 5Q: 3 clusters Score -537324.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -537375.250000 Penalty: 2503.824219
	Iteration 6Q: 3 clusters Score -537375.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -537416.250000 Penalty: 2503.824219
	Iteration 7Q: 3 clusters Score -537416.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -537446.125000 Penalty: 2503.824219
	Iteration 8Q: 3 clusters Score -537446.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -537471.500000 Penalty: 2503.824219
	Iteration 9Q: 3 clusters Score -537471.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -537493.500000 Penalty: 2503.824219
	Iteration 10Q: 3 clusters Score -537493.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -537509.750000 Penalty: 2503.824219
	Iteration 11Q: 3 clusters Score -537509.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -537529.562500 Penalty: 2503.824219
	Iteration 12Q: 3 clusters Score -537529.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -537555.625000 Penalty: 2503.824219
	Iteration 13Q: 3 clusters Score -537555.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -537574.937500 Penalty: 2503.824219
	Iteration 14Q: 3 clusters Score -537574.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -537592.562500 Penalty: 2503.824219
	Iteration 15Q: 3 clusters Score -537592.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -537613.562500 Penalty: 2503.824219
	Iteration 16Q: 3 clusters Score -537613.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -537630.875000 Penalty: 2503.824219
	Iteration 17Q: 3 clusters Score -537630.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -537649.375000 Penalty: 2503.824219
	Iteration 18Q: 3 clusters Score -537649.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -537680.125000 Penalty: 2503.824219
	Iteration 19Q: 3 clusters Score -537680.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -537701.000000 Penalty: 2503.824219
	Iteration 20F: 3 clusters Score -537701 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -537726.750000 Penalty: 2503.824219
	Iteration 21Q: 3 clusters Score -537726.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -537744.812500 Penalty: 2503.824219
	Iteration 22Q: 3 clusters Score -537744.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -537763.625000 Penalty: 2503.824219
	Iteration 23Q: 3 clusters Score -537763.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -537777.375000 Penalty: 2503.824219
	Iteration 24Q: 3 clusters Score -537777.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -537792.812500 Penalty: 2503.824219
	Iteration 25Q: 3 clusters Score -537792.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -537812.750000 Penalty: 2503.824219
	Iteration 26Q: 3 clusters Score -537812.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -537833.812500 Penalty: 2503.824219
	Iteration 27Q: 3 clusters Score -537833.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -537856.562500 Penalty: 2503.824219
	Iteration 28Q: 3 clusters Score -537856.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -537881.312500 Penalty: 2503.824219
	Iteration 29Q: 3 clusters Score -537881.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -537909.125000 Penalty: 2503.824219
	Iteration 30Q: 3 clusters Score -537909.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -537940.187500 Penalty: 2503.824219
	Iteration 31Q: 3 clusters Score -537940.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -537976.000000 Penalty: 2503.824219
	Iteration 32Q: 3 clusters Score -537976 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -538006.062500 Penalty: 2503.824219
	Iteration 33Q: 3 clusters Score -538006.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -538030.437500 Penalty: 2503.824219
	Iteration 34Q: 3 clusters Score -538030.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -538048.062500 Penalty: 2503.824219
	Iteration 35Q: 3 clusters Score -538048.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -538067.875000 Penalty: 2503.824219
	Iteration 36Q: 3 clusters Score -538067.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -538085.687500 Penalty: 2503.824219
	Iteration 37Q: 3 clusters Score -538085.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -538103.750000 Penalty: 2503.824219
	Iteration 38Q: 3 clusters Score -538103.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -538116.562500 Penalty: 2503.824219
	Iteration 39Q: 3 clusters Score -538116.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -538132.125000 Penalty: 2503.824219
	Iteration 40F: 3 clusters Score -538132.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -538147.312500 Penalty: 2503.824219
	Iteration 41Q: 3 clusters Score -538147.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -538156.187500 Penalty: 2503.824219
	Iteration 42Q: 3 clusters Score -538156.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -538164.875000 Penalty: 2503.824219
	Iteration 43Q: 3 clusters Score -538164.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -538178.125000 Penalty: 2503.824219
	Iteration 44Q: 3 clusters Score -538178.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -538193.312500 Penalty: 2503.824219
	Iteration 45Q: 3 clusters Score -538193.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -538202.000000 Penalty: 2503.824219
	Iteration 46Q: 3 clusters Score -538202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -538209.875000 Penalty: 2503.824219
	Iteration 47Q: 3 clusters Score -538209.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -538214.500000 Penalty: 2503.824219
	Iteration 48Q: 3 clusters Score -538214.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -538216.562500 Penalty: 2503.824219
	Iteration 49Q: 3 clusters Score -538216.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -538217.875000 Penalty: 2503.824219
	Iteration 50Q: 3 clusters Score -538217.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -538217.875000 Penalty: 2503.824219
	Iteration 51F: 3 clusters Score -538217.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (35683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35683 members 
Entering Unmasked Estep 
Score: -4483385.000000 Penalty: 1559.785522
	Iteration 0F: 2 clusters Score -4483385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -4460166.000000 Penalty: 3119.571045
	Iteration 0F: 3 clusters Score -4460166 nChanged 16222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -4469072.500000 Penalty: 3119.571045
	Iteration 1F: 3 clusters Score -4469072 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -4469577.500000 Penalty: 3119.571045
	Iteration 2Q: 3 clusters Score -4469578 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -4470059.500000 Penalty: 3119.571045
	Iteration 3Q: 3 clusters Score -4470060 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 20604 members 
Entering Unmasked Estep 
Score: -4470521.000000 Penalty: 3119.571045
	Iteration 4Q: 3 clusters Score -4470521 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 21743 members 
Entering Unmasked Estep 
Score: -4471131.000000 Penalty: 3119.571045
	Iteration 5Q: 3 clusters Score -4471131 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 23221 members 
Entering Unmasked Estep 
Score: -4471923.000000 Penalty: 3119.571045
	Iteration 6Q: 3 clusters Score -4471923 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 25064 members 
Entering Unmasked Estep 
Score: -4473008.000000 Penalty: 3119.571045
	Iteration 7F: 3 clusters Score -4473008 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 27237 members 
Entering Unmasked Estep 
Score: -4474533.000000 Penalty: 3119.571045
	Iteration 8F: 3 clusters Score -4474533 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 29655 members 
Entering Unmasked Estep 
Score: -4476499.500000 Penalty: 3119.571045
	Iteration 9F: 3 clusters Score -4476500 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 31939 members 
Entering Unmasked Estep 
Score: -4478511.000000 Penalty: 3119.571045
	Iteration 10F: 3 clusters Score -4478511 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 33697 members 
Entering Unmasked Estep 
Score: -4480216.000000 Penalty: 3119.571045
	Iteration 11Q: 3 clusters Score -4480216 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 34728 members 
Entering Unmasked Estep 
Score: -4481248.000000 Penalty: 3119.571045
	Iteration 12Q: 3 clusters Score -4481248 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 35162 members 
Entering Unmasked Estep 
Score: -4481706.000000 Penalty: 3119.571045
	Iteration 13Q: 3 clusters Score -4481706 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 35316 members 
Entering Unmasked Estep 
Score: -4481915.000000 Penalty: 3119.571045
	Iteration 14Q: 3 clusters Score -4481915 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 35368 members 
Entering Unmasked Estep 
Score: -4482005.500000 Penalty: 3119.571045
	Iteration 15Q: 3 clusters Score -4482006 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 35395 members 
Entering Unmasked Estep 
Score: -4482043.500000 Penalty: 3119.571045
	Iteration 16Q: 3 clusters Score -4482044 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 35406 members 
Entering Unmasked Estep 
Score: -4482076.000000 Penalty: 3119.571045
	Iteration 17Q: 3 clusters Score -4482076 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 35422 members 
Entering Unmasked Estep 
Score: -4482114.000000 Penalty: 3119.571045
	Iteration 18Q: 3 clusters Score -4482114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 35426 members 
Entering Unmasked Estep 
Score: -4482122.500000 Penalty: 3119.571045
	Iteration 19Q: 3 clusters Score -4482122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 35429 members 
Entering Unmasked Estep 
Score: -4482125.500000 Penalty: 3119.571045
	Iteration 20F: 3 clusters Score -4482126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 35429 members 
Entering Unmasked Estep 
Score: -4482128.500000 Penalty: 3119.571045
	Iteration 21Q: 3 clusters Score -4482128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 35431 members 
Entering Unmasked Estep 
Score: -4482132.500000 Penalty: 3119.571045
	Iteration 22Q: 3 clusters Score -4482132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 35433 members 
Entering Unmasked Estep 
Score: -4482134.500000 Penalty: 3119.571045
	Iteration 23Q: 3 clusters Score -4482134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 35433 members 
Entering Unmasked Estep 
Score: -4482138.000000 Penalty: 3119.571045
	Iteration 24Q: 3 clusters Score -4482138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 35433 members 
Entering Unmasked Estep 
Score: -4482138.000000 Penalty: 3119.571045
	Iteration 25F: 3 clusters Score -4482138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Entering Unmasked Estep 
Score: -1128136.000000 Penalty: 1353.475708
	Iteration 0F: 2 clusters Score -1128136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1122052.625000 Penalty: 2706.951416
	Iteration 0F: 3 clusters Score -1122053 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1123946.250000 Penalty: 2706.951416
	Iteration 1F: 3 clusters Score -1123946 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1124187.625000 Penalty: 2706.951416
	Iteration 2F: 3 clusters Score -1124188 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1124357.000000 Penalty: 2706.951416
	Iteration 3Q: 3 clusters Score -1124357 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1124456.125000 Penalty: 2706.951416
	Iteration 4Q: 3 clusters Score -1124456 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1124534.625000 Penalty: 2706.951416
	Iteration 5Q: 3 clusters Score -1124535 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1124599.125000 Penalty: 2706.951416
	Iteration 6Q: 3 clusters Score -1124599 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1124660.625000 Penalty: 2706.951416
	Iteration 7Q: 3 clusters Score -1124661 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1124722.375000 Penalty: 2706.951416
	Iteration 8Q: 3 clusters Score -1124722 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1124792.625000 Penalty: 2706.951416
	Iteration 9Q: 3 clusters Score -1124793 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1124884.000000 Penalty: 2706.951416
	Iteration 10Q: 3 clusters Score -1124884 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1124969.500000 Penalty: 2706.951416
	Iteration 11Q: 3 clusters Score -1124970 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1125079.500000 Penalty: 2706.951416
	Iteration 12Q: 3 clusters Score -1125080 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1125214.625000 Penalty: 2706.951416
	Iteration 13Q: 3 clusters Score -1125215 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1125384.625000 Penalty: 2706.951416
	Iteration 14Q: 3 clusters Score -1125385 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1125597.500000 Penalty: 2706.951416
	Iteration 15Q: 3 clusters Score -1125598 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1125839.000000 Penalty: 2706.951416
	Iteration 16Q: 3 clusters Score -1125839 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1126096.125000 Penalty: 2706.951416
	Iteration 17Q: 3 clusters Score -1126096 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1126326.125000 Penalty: 2706.951416
	Iteration 18Q: 3 clusters Score -1126326 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1126505.750000 Penalty: 2706.951416
	Iteration 19Q: 3 clusters Score -1126506 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1126625.625000 Penalty: 2706.951416
	Iteration 20F: 3 clusters Score -1126626 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1126753.625000 Penalty: 2706.951416
	Iteration 21Q: 3 clusters Score -1126754 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1126836.250000 Penalty: 2706.951416
	Iteration 22Q: 3 clusters Score -1126836 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1126897.000000 Penalty: 2706.951416
	Iteration 23Q: 3 clusters Score -1126897 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1126934.750000 Penalty: 2706.951416
	Iteration 24Q: 3 clusters Score -1126935 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1126971.750000 Penalty: 2706.951416
	Iteration 25Q: 3 clusters Score -1126972 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1127003.500000 Penalty: 2706.951416
	Iteration 26Q: 3 clusters Score -1127004 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1127034.125000 Penalty: 2706.951416
	Iteration 27Q: 3 clusters Score -1127034 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1127053.125000 Penalty: 2706.951416
	Iteration 28Q: 3 clusters Score -1127053 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1127069.875000 Penalty: 2706.951416
	Iteration 29Q: 3 clusters Score -1127070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1127079.375000 Penalty: 2706.951416
	Iteration 30Q: 3 clusters Score -1127079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1127082.250000 Penalty: 2706.951416
	Iteration 31Q: 3 clusters Score -1127082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1127089.000000 Penalty: 2706.951416
	Iteration 32Q: 3 clusters Score -1127089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1127092.750000 Penalty: 2706.951416
	Iteration 33Q: 3 clusters Score -1127093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1127098.625000 Penalty: 2706.951416
	Iteration 34Q: 3 clusters Score -1127099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1127106.250000 Penalty: 2706.951416
	Iteration 35Q: 3 clusters Score -1127106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1127109.250000 Penalty: 2706.951416
	Iteration 36Q: 3 clusters Score -1127109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1127114.375000 Penalty: 2706.951416
	Iteration 37Q: 3 clusters Score -1127114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1127115.625000 Penalty: 2706.951416
	Iteration 38Q: 3 clusters Score -1127116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1127117.875000 Penalty: 2706.951416
	Iteration 39Q: 3 clusters Score -1127118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1127120.250000 Penalty: 2706.951416
	Iteration 40F: 3 clusters Score -1127120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1127121.750000 Penalty: 2706.951416
	Iteration 41Q: 3 clusters Score -1127122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1127121.750000 Penalty: 2706.951416
	Iteration 42F: 3 clusters Score -1127122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Entering Unmasked Estep 
Score: -645054.187500 Penalty: 1278.699951
	Iteration 0F: 2 clusters Score -645054.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -641160.437500 Penalty: 2557.399902
	Iteration 0F: 3 clusters Score -641160.4 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -642398.312500 Penalty: 2557.399902
	Iteration 1F: 3 clusters Score -642398.3 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -642646.562500 Penalty: 2557.399902
	Iteration 2F: 3 clusters Score -642646.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -642833.625000 Penalty: 2557.399902
	Iteration 3F: 3 clusters Score -642833.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -642987.812500 Penalty: 2557.399902
	Iteration 4Q: 3 clusters Score -642987.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -643093.687500 Penalty: 2557.399902
	Iteration 5Q: 3 clusters Score -643093.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -643173.187500 Penalty: 2557.399902
	Iteration 6Q: 3 clusters Score -643173.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -643236.875000 Penalty: 2557.399902
	Iteration 7Q: 3 clusters Score -643236.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -643305.125000 Penalty: 2557.399902
	Iteration 8Q: 3 clusters Score -643305.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -643403.000000 Penalty: 2557.399902
	Iteration 9Q: 3 clusters Score -643403 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -643514.437500 Penalty: 2557.399902
	Iteration 10Q: 3 clusters Score -643514.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -643609.250000 Penalty: 2557.399902
	Iteration 11Q: 3 clusters Score -643609.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -643683.625000 Penalty: 2557.399902
	Iteration 12Q: 3 clusters Score -643683.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -643750.625000 Penalty: 2557.399902
	Iteration 13Q: 3 clusters Score -643750.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -643814.937500 Penalty: 2557.399902
	Iteration 14Q: 3 clusters Score -643814.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -643868.187500 Penalty: 2557.399902
	Iteration 15Q: 3 clusters Score -643868.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -643911.500000 Penalty: 2557.399902
	Iteration 16Q: 3 clusters Score -643911.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -643939.750000 Penalty: 2557.399902
	Iteration 17Q: 3 clusters Score -643939.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -643963.750000 Penalty: 2557.399902
	Iteration 18Q: 3 clusters Score -643963.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -643983.062500 Penalty: 2557.399902
	Iteration 19Q: 3 clusters Score -643983.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -643998.562500 Penalty: 2557.399902
	Iteration 20F: 3 clusters Score -643998.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -644008.500000 Penalty: 2557.399902
	Iteration 21Q: 3 clusters Score -644008.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -644014.125000 Penalty: 2557.399902
	Iteration 22Q: 3 clusters Score -644014.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -644016.687500 Penalty: 2557.399902
	Iteration 23Q: 3 clusters Score -644016.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -644023.750000 Penalty: 2557.399902
	Iteration 24Q: 3 clusters Score -644023.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -644029.687500 Penalty: 2557.399902
	Iteration 25Q: 3 clusters Score -644029.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -644033.250000 Penalty: 2557.399902
	Iteration 26Q: 3 clusters Score -644033.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -644035.250000 Penalty: 2557.399902
	Iteration 27Q: 3 clusters Score -644035.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -644037.750000 Penalty: 2557.399902
	Iteration 28Q: 3 clusters Score -644037.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -644039.937500 Penalty: 2557.399902
	Iteration 29Q: 3 clusters Score -644039.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -644040.500000 Penalty: 2557.399902
	Iteration 30Q: 3 clusters Score -644040.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -644043.562500 Penalty: 2557.399902
	Iteration 31Q: 3 clusters Score -644043.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -644044.812500 Penalty: 2557.399902
	Iteration 32Q: 3 clusters Score -644044.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -644045.437500 Penalty: 2557.399902
	Iteration 33Q: 3 clusters Score -644045.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -644046.062500 Penalty: 2557.399902
	Iteration 34Q: 3 clusters Score -644046.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -644048.250000 Penalty: 2557.399902
	Iteration 35Q: 3 clusters Score -644048.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -644047.562500 Penalty: 2557.399902
	Iteration 36Q: 3 clusters Score -644047.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -644047.625000 Penalty: 2557.399902
	Iteration 37Q: 3 clusters Score -644047.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -644047.687500 Penalty: 2557.399902
	Iteration 38Q: 3 clusters Score -644047.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -644047.437500 Penalty: 2557.399902
	Iteration 39Q: 3 clusters Score -644047.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -644047.437500 Penalty: 2557.399902
	Iteration 40F: 3 clusters Score -644047.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (22149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Entering Unmasked Estep 
Score: -2802177.500000 Penalty: 1488.825562
	Iteration 0F: 2 clusters Score -2802178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -2787682.750000 Penalty: 2977.651123
	Iteration 0F: 3 clusters Score -2787683 nChanged 9866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -2793122.250000 Penalty: 2977.651123
	Iteration 1F: 3 clusters Score -2793122 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -2793564.000000 Penalty: 2977.651123
	Iteration 2F: 3 clusters Score -2793564 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -2793909.500000 Penalty: 2977.651123
	Iteration 3Q: 3 clusters Score -2793910 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -2794182.500000 Penalty: 2977.651123
	Iteration 4Q: 3 clusters Score -2794182 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -2794438.250000 Penalty: 2977.651123
	Iteration 5Q: 3 clusters Score -2794438 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -2794688.500000 Penalty: 2977.651123
	Iteration 6Q: 3 clusters Score -2794688 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -2794961.500000 Penalty: 2977.651123
	Iteration 7Q: 3 clusters Score -2794962 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -2795234.000000 Penalty: 2977.651123
	Iteration 8Q: 3 clusters Score -2795234 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -2795557.250000 Penalty: 2977.651123
	Iteration 9Q: 3 clusters Score -2795557 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -2795945.500000 Penalty: 2977.651123
	Iteration 10Q: 3 clusters Score -2795946 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -2796393.500000 Penalty: 2977.651123
	Iteration 11Q: 3 clusters Score -2796394 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -2796950.750000 Penalty: 2977.651123
	Iteration 12Q: 3 clusters Score -2796951 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -2797632.000000 Penalty: 2977.651123
	Iteration 13Q: 3 clusters Score -2797632 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -2798414.500000 Penalty: 2977.651123
	Iteration 14F: 3 clusters Score -2798414 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -2799176.000000 Penalty: 2977.651123
	Iteration 15Q: 3 clusters Score -2799176 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -2799797.500000 Penalty: 2977.651123
	Iteration 16Q: 3 clusters Score -2799798 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2800248.500000 Penalty: 2977.651123
	Iteration 17Q: 3 clusters Score -2800248 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2800555.250000 Penalty: 2977.651123
	Iteration 18Q: 3 clusters Score -2800555 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21601 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2800737.750000 Penalty: 2977.651123
	Iteration 19Q: 3 clusters Score -2800738 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2800858.000000 Penalty: 2977.651123
	Iteration 20F: 3 clusters Score -2800858 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21776 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2800928.250000 Penalty: 2977.651123
	Iteration 21Q: 3 clusters Score -2800928 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2800956.000000 Penalty: 2977.651123
	Iteration 22Q: 3 clusters Score -2800956 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2800981.000000 Penalty: 2977.651123
	Iteration 23Q: 3 clusters Score -2800981 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2800999.750000 Penalty: 2977.651123
	Iteration 24Q: 3 clusters Score -2801000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2801008.000000 Penalty: 2977.651123
	Iteration 25Q: 3 clusters Score -2801008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2801009.250000 Penalty: 2977.651123
	Iteration 26Q: 3 clusters Score -2801009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21857 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2801014.250000 Penalty: 2977.651123
	Iteration 27Q: 3 clusters Score -2801014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2801017.000000 Penalty: 2977.651123
	Iteration 28Q: 3 clusters Score -2801017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21861 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2801020.750000 Penalty: 2977.651123
	Iteration 29Q: 3 clusters Score -2801021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2801023.000000 Penalty: 2977.651123
	Iteration 30Q: 3 clusters Score -2801023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21864 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2801032.750000 Penalty: 2977.651123
	Iteration 31Q: 3 clusters Score -2801033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -2801033.000000 Penalty: 2977.651123
	Iteration 32Q: 3 clusters Score -2801033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2801031.500000 Penalty: 2977.651123
	Iteration 33Q: 3 clusters Score -2801032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2801037.000000 Penalty: 2977.651123
	Iteration 34Q: 3 clusters Score -2801037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2801045.000000 Penalty: 2977.651123
	Iteration 35Q: 3 clusters Score -2801045 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2801052.000000 Penalty: 2977.651123
	Iteration 36Q: 3 clusters Score -2801052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21877 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2801053.250000 Penalty: 2977.651123
	Iteration 37Q: 3 clusters Score -2801053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21877 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2801053.250000 Penalty: 2977.651123
	Iteration 38F: 3 clusters Score -2801053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Entering Unmasked Estep 
Score: -654075.062500 Penalty: 1283.689209
	Iteration 0F: 2 clusters Score -654075.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -650056.937500 Penalty: 2567.378418
	Iteration 0F: 3 clusters Score -650056.9 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -651283.500000 Penalty: 2567.378418
	Iteration 1F: 3 clusters Score -651283.5 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -651503.437500 Penalty: 2567.378418
	Iteration 2F: 3 clusters Score -651503.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -651635.062500 Penalty: 2567.378418
	Iteration 3Q: 3 clusters Score -651635.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -651734.687500 Penalty: 2567.378418
	Iteration 4Q: 3 clusters Score -651734.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -651798.125000 Penalty: 2567.378418
	Iteration 5Q: 3 clusters Score -651798.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -651844.250000 Penalty: 2567.378418
	Iteration 6Q: 3 clusters Score -651844.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -651882.812500 Penalty: 2567.378418
	Iteration 7Q: 3 clusters Score -651882.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -651926.375000 Penalty: 2567.378418
	Iteration 8Q: 3 clusters Score -651926.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -651972.062500 Penalty: 2567.378418
	Iteration 9Q: 3 clusters Score -651972.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -652011.250000 Penalty: 2567.378418
	Iteration 10Q: 3 clusters Score -652011.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -652048.937500 Penalty: 2567.378418
	Iteration 11Q: 3 clusters Score -652048.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -652090.062500 Penalty: 2567.378418
	Iteration 12Q: 3 clusters Score -652090.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -652127.875000 Penalty: 2567.378418
	Iteration 13Q: 3 clusters Score -652127.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -652168.375000 Penalty: 2567.378418
	Iteration 14Q: 3 clusters Score -652168.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -652209.562500 Penalty: 2567.378418
	Iteration 15Q: 3 clusters Score -652209.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -652260.000000 Penalty: 2567.378418
	Iteration 16Q: 3 clusters Score -652260 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -652309.187500 Penalty: 2567.378418
	Iteration 17Q: 3 clusters Score -652309.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -652377.187500 Penalty: 2567.378418
	Iteration 18Q: 3 clusters Score -652377.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -652438.187500 Penalty: 2567.378418
	Iteration 19Q: 3 clusters Score -652438.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -652510.687500 Penalty: 2567.378418
	Iteration 20F: 3 clusters Score -652510.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -652586.625000 Penalty: 2567.378418
	Iteration 21Q: 3 clusters Score -652586.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -652667.750000 Penalty: 2567.378418
	Iteration 22Q: 3 clusters Score -652667.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -652754.062500 Penalty: 2567.378418
	Iteration 23Q: 3 clusters Score -652754.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -652815.812500 Penalty: 2567.378418
	Iteration 24Q: 3 clusters Score -652815.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -652868.187500 Penalty: 2567.378418
	Iteration 25Q: 3 clusters Score -652868.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -652909.375000 Penalty: 2567.378418
	Iteration 26Q: 3 clusters Score -652909.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -652955.562500 Penalty: 2567.378418
	Iteration 27Q: 3 clusters Score -652955.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -652984.750000 Penalty: 2567.378418
	Iteration 28Q: 3 clusters Score -652984.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -653004.500000 Penalty: 2567.378418
	Iteration 29Q: 3 clusters Score -653004.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -653021.187500 Penalty: 2567.378418
	Iteration 30Q: 3 clusters Score -653021.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -653043.500000 Penalty: 2567.378418
	Iteration 31Q: 3 clusters Score -653043.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -653057.312500 Penalty: 2567.378418
	Iteration 32Q: 3 clusters Score -653057.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -653069.562500 Penalty: 2567.378418
	Iteration 33Q: 3 clusters Score -653069.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -653082.437500 Penalty: 2567.378418
	Iteration 34Q: 3 clusters Score -653082.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -653096.937500 Penalty: 2567.378418
	Iteration 35Q: 3 clusters Score -653096.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -653113.500000 Penalty: 2567.378418
	Iteration 36Q: 3 clusters Score -653113.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -653126.187500 Penalty: 2567.378418
	Iteration 37Q: 3 clusters Score -653126.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -653138.812500 Penalty: 2567.378418
	Iteration 38Q: 3 clusters Score -653138.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -653148.375000 Penalty: 2567.378418
	Iteration 39Q: 3 clusters Score -653148.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -653156.625000 Penalty: 2567.378418
	Iteration 40F: 3 clusters Score -653156.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -653165.750000 Penalty: 2567.378418
	Iteration 41Q: 3 clusters Score -653165.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -653169.687500 Penalty: 2567.378418
	Iteration 42Q: 3 clusters Score -653169.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -653171.937500 Penalty: 2567.378418
	Iteration 43Q: 3 clusters Score -653171.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -653174.562500 Penalty: 2567.378418
	Iteration 44Q: 3 clusters Score -653174.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -653180.062500 Penalty: 2567.378418
	Iteration 45Q: 3 clusters Score -653180.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -653187.000000 Penalty: 2567.378418
	Iteration 46Q: 3 clusters Score -653187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -653191.875000 Penalty: 2567.378418
	Iteration 47Q: 3 clusters Score -653191.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -653196.500000 Penalty: 2567.378418
	Iteration 48Q: 3 clusters Score -653196.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -653201.187500 Penalty: 2567.378418
	Iteration 49Q: 3 clusters Score -653201.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -653204.375000 Penalty: 2567.378418
	Iteration 50Q: 3 clusters Score -653204.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -653204.937500 Penalty: 2567.378418
	Iteration 51Q: 3 clusters Score -653204.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -653206.625000 Penalty: 2567.378418
	Iteration 52Q: 3 clusters Score -653206.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -653208.750000 Penalty: 2567.378418
	Iteration 53Q: 3 clusters Score -653208.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -653211.437500 Penalty: 2567.378418
	Iteration 54Q: 3 clusters Score -653211.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -653214.812500 Penalty: 2567.378418
	Iteration 55Q: 3 clusters Score -653214.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -653215.312500 Penalty: 2567.378418
	Iteration 56Q: 3 clusters Score -653215.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -653219.562500 Penalty: 2567.378418
	Iteration 57Q: 3 clusters Score -653219.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -653220.750000 Penalty: 2567.378418
	Iteration 58Q: 3 clusters Score -653220.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -653226.937500 Penalty: 2567.378418
	Iteration 59Q: 3 clusters Score -653226.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -653227.500000 Penalty: 2567.378418
	Iteration 60F: 3 clusters Score -653227.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -653231.375000 Penalty: 2567.378418
	Iteration 61Q: 3 clusters Score -653231.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -653232.937500 Penalty: 2567.378418
	Iteration 62Q: 3 clusters Score -653232.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -653235.750000 Penalty: 2567.378418
	Iteration 63Q: 3 clusters Score -653235.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -653236.625000 Penalty: 2567.378418
	Iteration 64Q: 3 clusters Score -653236.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -653236.875000 Penalty: 2567.378418
	Iteration 65Q: 3 clusters Score -653236.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -653237.437500 Penalty: 2567.378418
	Iteration 66Q: 3 clusters Score -653237.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -653238.125000 Penalty: 2567.378418
	Iteration 67Q: 3 clusters Score -653238.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -653238.062500 Penalty: 2567.378418
	Iteration 68Q: 3 clusters Score -653238.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -653238.375000 Penalty: 2567.378418
	Iteration 69Q: 3 clusters Score -653238.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -653238.437500 Penalty: 2567.378418
	Iteration 70Q: 3 clusters Score -653238.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -653240.250000 Penalty: 2567.378418
	Iteration 71Q: 3 clusters Score -653240.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -653241.750000 Penalty: 2567.378418
	Iteration 72Q: 3 clusters Score -653241.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -653245.312500 Penalty: 2567.378418
	Iteration 73Q: 3 clusters Score -653245.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -653245.687500 Penalty: 2567.378418
	Iteration 74Q: 3 clusters Score -653245.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -653250.937500 Penalty: 2567.378418
	Iteration 75Q: 3 clusters Score -653250.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -653252.062500 Penalty: 2567.378418
	Iteration 76Q: 3 clusters Score -653252.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -653253.562500 Penalty: 2567.378418
	Iteration 77Q: 3 clusters Score -653253.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -653254.062500 Penalty: 2567.378418
	Iteration 78Q: 3 clusters Score -653254.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -653257.875000 Penalty: 2567.378418
	Iteration 79Q: 3 clusters Score -653257.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -653259.312500 Penalty: 2567.378418
	Iteration 80F: 3 clusters Score -653259.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -653260.687500 Penalty: 2567.378418
	Iteration 81Q: 3 clusters Score -653260.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -653260.937500 Penalty: 2567.378418
	Iteration 82Q: 3 clusters Score -653260.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -653263.000000 Penalty: 2567.378418
	Iteration 83Q: 3 clusters Score -653263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -653265.562500 Penalty: 2567.378418
	Iteration 84Q: 3 clusters Score -653265.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -653267.250000 Penalty: 2567.378418
	Iteration 85Q: 3 clusters Score -653267.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -653267.250000 Penalty: 2567.378418
	Iteration 86Q: 3 clusters Score -653267.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -653267.812500 Penalty: 2567.378418
	Iteration 87Q: 3 clusters Score -653267.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -653272.187500 Penalty: 2567.378418
	Iteration 88Q: 3 clusters Score -653272.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -653277.000000 Penalty: 2567.378418
	Iteration 89Q: 3 clusters Score -653277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -653276.625000 Penalty: 2567.378418
	Iteration 90Q: 3 clusters Score -653276.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -653280.125000 Penalty: 2567.378418
	Iteration 91Q: 3 clusters Score -653280.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -653281.312500 Penalty: 2567.378418
	Iteration 92Q: 3 clusters Score -653281.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -653282.812500 Penalty: 2567.378418
	Iteration 93Q: 3 clusters Score -653282.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -653282.812500 Penalty: 2567.378418
	Iteration 94F: 3 clusters Score -653282.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (16052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Entering Unmasked Estep 
Score: -1935290.125000 Penalty: 1440.918091
	Iteration 0F: 2 clusters Score -1935290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1924764.750000 Penalty: 2881.836182
	Iteration 0F: 3 clusters Score -1924765 nChanged 6967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1928632.500000 Penalty: 2881.836182
	Iteration 1F: 3 clusters Score -1928632 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1929093.125000 Penalty: 2881.836182
	Iteration 2F: 3 clusters Score -1929093 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1929488.625000 Penalty: 2881.836182
	Iteration 3F: 3 clusters Score -1929489 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1929854.875000 Penalty: 2881.836182
	Iteration 4Q: 3 clusters Score -1929855 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1930192.500000 Penalty: 2881.836182
	Iteration 5Q: 3 clusters Score -1930192 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1930571.125000 Penalty: 2881.836182
	Iteration 6Q: 3 clusters Score -1930571 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1930979.125000 Penalty: 2881.836182
	Iteration 7Q: 3 clusters Score -1930979 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1931339.875000 Penalty: 2881.836182
	Iteration 8Q: 3 clusters Score -1931340 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1931688.750000 Penalty: 2881.836182
	Iteration 9Q: 3 clusters Score -1931689 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1931997.875000 Penalty: 2881.836182
	Iteration 10Q: 3 clusters Score -1931998 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1932221.125000 Penalty: 2881.836182
	Iteration 11Q: 3 clusters Score -1932221 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1932388.750000 Penalty: 2881.836182
	Iteration 12Q: 3 clusters Score -1932389 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1932493.375000 Penalty: 2881.836182
	Iteration 13Q: 3 clusters Score -1932493 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1932559.125000 Penalty: 2881.836182
	Iteration 14Q: 3 clusters Score -1932559 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1932595.125000 Penalty: 2881.836182
	Iteration 15Q: 3 clusters Score -1932595 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1932621.125000 Penalty: 2881.836182
	Iteration 16Q: 3 clusters Score -1932621 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1932641.500000 Penalty: 2881.836182
	Iteration 17Q: 3 clusters Score -1932642 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1932671.125000 Penalty: 2881.836182
	Iteration 18Q: 3 clusters Score -1932671 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1932689.000000 Penalty: 2881.836182
	Iteration 19Q: 3 clusters Score -1932689 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1932708.750000 Penalty: 2881.836182
	Iteration 20F: 3 clusters Score -1932709 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1932733.875000 Penalty: 2881.836182
	Iteration 21Q: 3 clusters Score -1932734 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1932762.250000 Penalty: 2881.836182
	Iteration 22Q: 3 clusters Score -1932762 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1932784.125000 Penalty: 2881.836182
	Iteration 23Q: 3 clusters Score -1932784 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1932802.000000 Penalty: 2881.836182
	Iteration 24Q: 3 clusters Score -1932802 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1932821.375000 Penalty: 2881.836182
	Iteration 25Q: 3 clusters Score -1932821 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1932841.250000 Penalty: 2881.836182
	Iteration 26Q: 3 clusters Score -1932841 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1932864.875000 Penalty: 2881.836182
	Iteration 27Q: 3 clusters Score -1932865 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1932886.250000 Penalty: 2881.836182
	Iteration 28Q: 3 clusters Score -1932886 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1932899.750000 Penalty: 2881.836182
	Iteration 29Q: 3 clusters Score -1932900 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1932906.750000 Penalty: 2881.836182
	Iteration 30Q: 3 clusters Score -1932907 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1932927.500000 Penalty: 2881.836182
	Iteration 31Q: 3 clusters Score -1932928 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1932930.375000 Penalty: 2881.836182
	Iteration 32Q: 3 clusters Score -1932930 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1932946.625000 Penalty: 2881.836182
	Iteration 33Q: 3 clusters Score -1932947 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1932957.000000 Penalty: 2881.836182
	Iteration 34Q: 3 clusters Score -1932957 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1932970.125000 Penalty: 2881.836182
	Iteration 35Q: 3 clusters Score -1932970 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1932984.500000 Penalty: 2881.836182
	Iteration 36Q: 3 clusters Score -1932984 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1932988.750000 Penalty: 2881.836182
	Iteration 37Q: 3 clusters Score -1932989 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1933006.000000 Penalty: 2881.836182
	Iteration 38Q: 3 clusters Score -1933006 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1933021.000000 Penalty: 2881.836182
	Iteration 39Q: 3 clusters Score -1933021 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1933051.625000 Penalty: 2881.836182
	Iteration 40F: 3 clusters Score -1933052 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1933079.125000 Penalty: 2881.836182
	Iteration 41Q: 3 clusters Score -1933079 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1933097.375000 Penalty: 2881.836182
	Iteration 42Q: 3 clusters Score -1933097 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1933127.375000 Penalty: 2881.836182
	Iteration 43Q: 3 clusters Score -1933127 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1933181.750000 Penalty: 2881.836182
	Iteration 44Q: 3 clusters Score -1933182 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1933214.500000 Penalty: 2881.836182
	Iteration 45Q: 3 clusters Score -1933214 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1933252.750000 Penalty: 2881.836182
	Iteration 46Q: 3 clusters Score -1933253 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1933303.875000 Penalty: 2881.836182
	Iteration 47Q: 3 clusters Score -1933304 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1933357.125000 Penalty: 2881.836182
	Iteration 48Q: 3 clusters Score -1933357 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1933408.000000 Penalty: 2881.836182
	Iteration 49Q: 3 clusters Score -1933408 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1933437.750000 Penalty: 2881.836182
	Iteration 50Q: 3 clusters Score -1933438 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1933468.625000 Penalty: 2881.836182
	Iteration 51Q: 3 clusters Score -1933469 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1933490.625000 Penalty: 2881.836182
	Iteration 52Q: 3 clusters Score -1933491 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1933515.625000 Penalty: 2881.836182
	Iteration 53Q: 3 clusters Score -1933516 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1933548.625000 Penalty: 2881.836182
	Iteration 54Q: 3 clusters Score -1933549 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1933573.000000 Penalty: 2881.836182
	Iteration 55Q: 3 clusters Score -1933573 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1933599.125000 Penalty: 2881.836182
	Iteration 56Q: 3 clusters Score -1933599 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1933622.250000 Penalty: 2881.836182
	Iteration 57Q: 3 clusters Score -1933622 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1933638.125000 Penalty: 2881.836182
	Iteration 58Q: 3 clusters Score -1933638 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1933647.625000 Penalty: 2881.836182
	Iteration 59Q: 3 clusters Score -1933648 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1933664.625000 Penalty: 2881.836182
	Iteration 60F: 3 clusters Score -1933665 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1933677.875000 Penalty: 2881.836182
	Iteration 61Q: 3 clusters Score -1933678 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1933687.750000 Penalty: 2881.836182
	Iteration 62Q: 3 clusters Score -1933688 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1933709.500000 Penalty: 2881.836182
	Iteration 63Q: 3 clusters Score -1933710 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1933722.000000 Penalty: 2881.836182
	Iteration 64Q: 3 clusters Score -1933722 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1933731.000000 Penalty: 2881.836182
	Iteration 65Q: 3 clusters Score -1933731 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1933746.375000 Penalty: 2881.836182
	Iteration 66Q: 3 clusters Score -1933746 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1933758.375000 Penalty: 2881.836182
	Iteration 67Q: 3 clusters Score -1933758 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1933761.625000 Penalty: 2881.836182
	Iteration 68Q: 3 clusters Score -1933762 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1933775.500000 Penalty: 2881.836182
	Iteration 69Q: 3 clusters Score -1933776 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1933789.625000 Penalty: 2881.836182
	Iteration 70Q: 3 clusters Score -1933790 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1933799.875000 Penalty: 2881.836182
	Iteration 71Q: 3 clusters Score -1933800 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1933813.875000 Penalty: 2881.836182
	Iteration 72Q: 3 clusters Score -1933814 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1933820.875000 Penalty: 2881.836182
	Iteration 73Q: 3 clusters Score -1933821 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1933828.750000 Penalty: 2881.836182
	Iteration 74Q: 3 clusters Score -1933829 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1933837.750000 Penalty: 2881.836182
	Iteration 75Q: 3 clusters Score -1933838 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1933857.250000 Penalty: 2881.836182
	Iteration 76Q: 3 clusters Score -1933857 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1933874.625000 Penalty: 2881.836182
	Iteration 77Q: 3 clusters Score -1933875 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1933896.125000 Penalty: 2881.836182
	Iteration 78Q: 3 clusters Score -1933896 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1933921.125000 Penalty: 2881.836182
	Iteration 79Q: 3 clusters Score -1933921 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1933961.500000 Penalty: 2881.836182
	Iteration 80F: 3 clusters Score -1933962 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1933981.375000 Penalty: 2881.836182
	Iteration 81Q: 3 clusters Score -1933981 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1934014.125000 Penalty: 2881.836182
	Iteration 82Q: 3 clusters Score -1934014 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1934038.875000 Penalty: 2881.836182
	Iteration 83Q: 3 clusters Score -1934039 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1934056.375000 Penalty: 2881.836182
	Iteration 84Q: 3 clusters Score -1934056 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1934075.875000 Penalty: 2881.836182
	Iteration 85Q: 3 clusters Score -1934076 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1934087.500000 Penalty: 2881.836182
	Iteration 86Q: 3 clusters Score -1934088 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1934097.875000 Penalty: 2881.836182
	Iteration 87Q: 3 clusters Score -1934098 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1934112.375000 Penalty: 2881.836182
	Iteration 88Q: 3 clusters Score -1934112 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1934122.125000 Penalty: 2881.836182
	Iteration 89Q: 3 clusters Score -1934122 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1934137.750000 Penalty: 2881.836182
	Iteration 90Q: 3 clusters Score -1934138 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1934146.500000 Penalty: 2881.836182
	Iteration 91Q: 3 clusters Score -1934146 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1934163.750000 Penalty: 2881.836182
	Iteration 92Q: 3 clusters Score -1934164 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1934176.250000 Penalty: 2881.836182
	Iteration 93Q: 3 clusters Score -1934176 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1934186.875000 Penalty: 2881.836182
	Iteration 94Q: 3 clusters Score -1934187 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1934199.000000 Penalty: 2881.836182
	Iteration 95Q: 3 clusters Score -1934199 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1934220.875000 Penalty: 2881.836182
	Iteration 96Q: 3 clusters Score -1934221 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1934247.750000 Penalty: 2881.836182
	Iteration 97Q: 3 clusters Score -1934248 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1934260.000000 Penalty: 2881.836182
	Iteration 98Q: 3 clusters Score -1934260 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1934278.000000 Penalty: 2881.836182
	Iteration 99Q: 3 clusters Score -1934278 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1934295.000000 Penalty: 2881.836182
	Iteration 100F: 3 clusters Score -1934295 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1934302.125000 Penalty: 2881.836182
	Iteration 101Q: 3 clusters Score -1934302 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1934309.125000 Penalty: 2881.836182
	Iteration 102Q: 3 clusters Score -1934309 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1934318.250000 Penalty: 2881.836182
	Iteration 103Q: 3 clusters Score -1934318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1934321.125000 Penalty: 2881.836182
	Iteration 104Q: 3 clusters Score -1934321 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1934327.500000 Penalty: 2881.836182
	Iteration 105Q: 3 clusters Score -1934328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1934331.500000 Penalty: 2881.836182
	Iteration 106Q: 3 clusters Score -1934332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1934340.750000 Penalty: 2881.836182
	Iteration 107Q: 3 clusters Score -1934341 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1934342.625000 Penalty: 2881.836182
	Iteration 108Q: 3 clusters Score -1934343 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1934343.375000 Penalty: 2881.836182
	Iteration 109Q: 3 clusters Score -1934343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1934342.625000 Penalty: 2881.836182
	Iteration 110Q: 3 clusters Score -1934343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1934346.125000 Penalty: 2881.836182
	Iteration 111Q: 3 clusters Score -1934346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1934348.875000 Penalty: 2881.836182
	Iteration 112Q: 3 clusters Score -1934349 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1934355.375000 Penalty: 2881.836182
	Iteration 113Q: 3 clusters Score -1934355 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1934357.250000 Penalty: 2881.836182
	Iteration 114Q: 3 clusters Score -1934357 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1934355.125000 Penalty: 2881.836182
	Iteration 115Q: 3 clusters Score -1934355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1934364.875000 Penalty: 2881.836182
	Iteration 116Q: 3 clusters Score -1934365 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1934368.875000 Penalty: 2881.836182
	Iteration 117Q: 3 clusters Score -1934369 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1934374.125000 Penalty: 2881.836182
	Iteration 118Q: 3 clusters Score -1934374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1934376.500000 Penalty: 2881.836182
	Iteration 119Q: 3 clusters Score -1934376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1934373.875000 Penalty: 2881.836182
	Iteration 120F: 3 clusters Score -1934374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1934377.875000 Penalty: 2881.836182
	Iteration 121Q: 3 clusters Score -1934378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1934381.625000 Penalty: 2881.836182
	Iteration 122Q: 3 clusters Score -1934382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1934381.625000 Penalty: 2881.836182
	Iteration 123F: 3 clusters Score -1934382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Entering Unmasked Estep 
Score: -68185.617188 Penalty: 980.432251
	Iteration 0F: 2 clusters Score -68185.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -67150.398438 Penalty: 1960.864502
	Iteration 0F: 3 clusters Score -67150.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -67414.125000 Penalty: 1960.864502
	Iteration 1F: 3 clusters Score -67414.12 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -67526.195312 Penalty: 1960.864502
	Iteration 2F: 3 clusters Score -67526.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -67631.937500 Penalty: 1960.864502
	Iteration 3F: 3 clusters Score -67631.94 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -67724.710938 Penalty: 1960.864502
	Iteration 4Q: 3 clusters Score -67724.71 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -67795.601562 Penalty: 1960.864502
	Iteration 5Q: 3 clusters Score -67795.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -67842.328125 Penalty: 1960.864502
	Iteration 6Q: 3 clusters Score -67842.33 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -67910.640625 Penalty: 1960.864502
	Iteration 7Q: 3 clusters Score -67910.64 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -67989.617188 Penalty: 1960.864502
	Iteration 8Q: 3 clusters Score -67989.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -68077.734375 Penalty: 1960.864502
	Iteration 9Q: 3 clusters Score -68077.73 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -68198.445312 Penalty: 1960.864502
	Iteration 10Q: 3 clusters Score -68198.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -68300.562500 Penalty: 1960.864502
	Iteration 11Q: 3 clusters Score -68300.56 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -68401.687500 Penalty: 1960.864502
	Iteration 12Q: 3 clusters Score -68401.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -68473.890625 Penalty: 1960.864502
	Iteration 13Q: 3 clusters Score -68473.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -68490.765625 Penalty: 1960.864502
	Iteration 14Q: 3 clusters Score -68490.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -68499.109375 Penalty: 1960.864502
	Iteration 15Q: 3 clusters Score -68499.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -68501.531250 Penalty: 1960.864502
	Iteration 16Q: 3 clusters Score -68501.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -68501.531250 Penalty: 1960.864502
	Iteration 17F: 3 clusters Score -68501.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58089 members 
Mstep: Class 2 contains 40708 members 
Mstep: Class 3 contains 11393 members 
Mstep: Class 4 contains 2558 members 
Mstep: Class 5 contains 67939 members 
Mstep: Class 6 contains 37148 members 
Mstep: Class 7 contains 6981 members 
Mstep: Class 8 contains 5714 members 
Mstep: Class 9 contains 8437 members 
Mstep: Class 10 contains 9567 members 
Mstep: Class 11 contains 9308 members 
Mstep: Class 12 contains 2897 members 
Mstep: Class 13 contains 10576 members 
Mstep: Class 14 contains 1713 members 
Mstep: Class 15 contains 12047 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 24931 members 
Mstep: Class 18 contains 10998 members 
Mstep: Class 19 contains 4507 members 
Mstep: Class 20 contains 35683 members 
Mstep: Class 21 contains 8919 members 
Mstep: Class 22 contains 5396 members 
Mstep: Class 23 contains 22149 members 
Mstep: Class 24 contains 5580 members 
Mstep: Class 25 contains 16052 members 
Mstep: Class 26 contains 351 members 
Mstep: Class 27 contains 53560 members 
Mstep: Class 28 contains 4805 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34971 members 
Mstep: Class 31 contains 21752 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43451 members 
Mstep: Class 34 contains 6390 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 8835 members 
Mstep: Class 40 contains 63741 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 6963 members 
Mstep: Class 43 contains 226 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 376 members 
Entering Unmasked Estep 
Score: -81016184.000000 Penalty: 89796.125000
Splitting cluster 26 changes total score from -81008096.000000 to -81016184.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 27 (53560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53560 members 
Entering Unmasked Estep 
Score: -6807075.500000 Penalty: 1620.217407
	Iteration 0F: 2 clusters Score -6807076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26815 members 
Mstep: Class 2 contains 26745 members 
Entering Unmasked Estep 
Score: -6773200.500000 Penalty: 3240.434814
	Iteration 0F: 3 clusters Score -6773200 nChanged 24861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27222 members 
Mstep: Class 2 contains 26338 members 
Entering Unmasked Estep 
Score: -6786977.000000 Penalty: 3240.434814
	Iteration 1F: 3 clusters Score -6786977 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27525 members 
Mstep: Class 2 contains 26035 members 
Entering Unmasked Estep 
Score: -6787635.500000 Penalty: 3240.434814
	Iteration 2Q: 3 clusters Score -6787636 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27998 members 
Mstep: Class 2 contains 25562 members 
Entering Unmasked Estep 
Score: -6788258.000000 Penalty: 3240.434814
	Iteration 3Q: 3 clusters Score -6788258 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28741 members 
Mstep: Class 2 contains 24819 members 
Entering Unmasked Estep 
Score: -6788882.500000 Penalty: 3240.434814
	Iteration 4Q: 3 clusters Score -6788882 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29815 members 
Mstep: Class 2 contains 23745 members 
Entering Unmasked Estep 
Score: -6789664.000000 Penalty: 3240.434814
	Iteration 5Q: 3 clusters Score -6789664 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31228 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -6790503.500000 Penalty: 3240.434814
	Iteration 6Q: 3 clusters Score -6790504 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33118 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -6791548.500000 Penalty: 3240.434814
	Iteration 7Q: 3 clusters Score -6791548 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35628 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -6792970.000000 Penalty: 3240.434814
	Iteration 8F: 3 clusters Score -6792970 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38599 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -6794854.500000 Penalty: 3240.434814
	Iteration 9F: 3 clusters Score -6794854 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41979 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -6797212.000000 Penalty: 3240.434814
	Iteration 10F: 3 clusters Score -6797212 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45233 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -6799705.500000 Penalty: 3240.434814
	Iteration 11F: 3 clusters Score -6799706 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47935 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -6801798.000000 Penalty: 3240.434814
	Iteration 12F: 3 clusters Score -6801798 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49787 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -6803323.000000 Penalty: 3240.434814
	Iteration 13Q: 3 clusters Score -6803323 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50939 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -6804344.500000 Penalty: 3240.434814
	Iteration 14Q: 3 clusters Score -6804344 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51618 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -6804929.500000 Penalty: 3240.434814
	Iteration 15Q: 3 clusters Score -6804930 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52031 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -6805274.500000 Penalty: 3240.434814
	Iteration 16Q: 3 clusters Score -6805274 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52257 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -6805458.500000 Penalty: 3240.434814
	Iteration 17Q: 3 clusters Score -6805458 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52410 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -6805575.500000 Penalty: 3240.434814
	Iteration 18Q: 3 clusters Score -6805576 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52529 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -6805644.000000 Penalty: 3240.434814
	Iteration 19Q: 3 clusters Score -6805644 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52621 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -6805695.000000 Penalty: 3240.434814
	Iteration 20F: 3 clusters Score -6805695 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52673 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -6805736.000000 Penalty: 3240.434814
	Iteration 21Q: 3 clusters Score -6805736 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52703 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -6805751.500000 Penalty: 3240.434814
	Iteration 22Q: 3 clusters Score -6805752 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52731 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -6805771.000000 Penalty: 3240.434814
	Iteration 23Q: 3 clusters Score -6805771 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52752 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -6805797.000000 Penalty: 3240.434814
	Iteration 24Q: 3 clusters Score -6805797 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52777 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -6805813.000000 Penalty: 3240.434814
	Iteration 25Q: 3 clusters Score -6805813 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52800 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -6805837.000000 Penalty: 3240.434814
	Iteration 26Q: 3 clusters Score -6805837 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52815 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -6805842.500000 Penalty: 3240.434814
	Iteration 27Q: 3 clusters Score -6805842 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52832 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -6805855.000000 Penalty: 3240.434814
	Iteration 28Q: 3 clusters Score -6805855 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52845 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -6805862.500000 Penalty: 3240.434814
	Iteration 29Q: 3 clusters Score -6805862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52851 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -6805864.000000 Penalty: 3240.434814
	Iteration 30Q: 3 clusters Score -6805864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52858 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -6805865.000000 Penalty: 3240.434814
	Iteration 31Q: 3 clusters Score -6805865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52862 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -6805868.000000 Penalty: 3240.434814
	Iteration 32Q: 3 clusters Score -6805868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52864 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -6805879.000000 Penalty: 3240.434814
	Iteration 33Q: 3 clusters Score -6805879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52866 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -6805879.500000 Penalty: 3240.434814
	Iteration 34Q: 3 clusters Score -6805880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52868 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -6805880.500000 Penalty: 3240.434814
	Iteration 35Q: 3 clusters Score -6805880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52868 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -6805880.500000 Penalty: 3240.434814
	Iteration 36F: 3 clusters Score -6805880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Entering Unmasked Estep 
Score: -557622.687500 Penalty: 1261.438965
	Iteration 0F: 2 clusters Score -557622.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -554049.437500 Penalty: 2522.877930
	Iteration 0F: 3 clusters Score -554049.4 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -555164.625000 Penalty: 2522.877930
	Iteration 1F: 3 clusters Score -555164.6 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -555526.875000 Penalty: 2522.877930
	Iteration 2F: 3 clusters Score -555526.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -555838.875000 Penalty: 2522.877930
	Iteration 3F: 3 clusters Score -555838.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -556092.375000 Penalty: 2522.877930
	Iteration 4F: 3 clusters Score -556092.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -556359.125000 Penalty: 2522.877930
	Iteration 5F: 3 clusters Score -556359.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -556624.625000 Penalty: 2522.877930
	Iteration 6F: 3 clusters Score -556624.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -556809.062500 Penalty: 2522.877930
	Iteration 7Q: 3 clusters Score -556809.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -556930.187500 Penalty: 2522.877930
	Iteration 8Q: 3 clusters Score -556930.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -556995.937500 Penalty: 2522.877930
	Iteration 9Q: 3 clusters Score -556995.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -557037.625000 Penalty: 2522.877930
	Iteration 10Q: 3 clusters Score -557037.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -557066.375000 Penalty: 2522.877930
	Iteration 11Q: 3 clusters Score -557066.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -557087.250000 Penalty: 2522.877930
	Iteration 12Q: 3 clusters Score -557087.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -557102.812500 Penalty: 2522.877930
	Iteration 13Q: 3 clusters Score -557102.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -557115.687500 Penalty: 2522.877930
	Iteration 14Q: 3 clusters Score -557115.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -557127.062500 Penalty: 2522.877930
	Iteration 15Q: 3 clusters Score -557127.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -557137.875000 Penalty: 2522.877930
	Iteration 16Q: 3 clusters Score -557137.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -557145.812500 Penalty: 2522.877930
	Iteration 17Q: 3 clusters Score -557145.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -557156.937500 Penalty: 2522.877930
	Iteration 18Q: 3 clusters Score -557156.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -557164.750000 Penalty: 2522.877930
	Iteration 19Q: 3 clusters Score -557164.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -557170.437500 Penalty: 2522.877930
	Iteration 20F: 3 clusters Score -557170.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -557176.375000 Penalty: 2522.877930
	Iteration 21Q: 3 clusters Score -557176.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -557182.437500 Penalty: 2522.877930
	Iteration 22Q: 3 clusters Score -557182.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -557188.062500 Penalty: 2522.877930
	Iteration 23Q: 3 clusters Score -557188.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -557193.250000 Penalty: 2522.877930
	Iteration 24Q: 3 clusters Score -557193.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -557196.937500 Penalty: 2522.877930
	Iteration 25Q: 3 clusters Score -557196.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -557201.187500 Penalty: 2522.877930
	Iteration 26Q: 3 clusters Score -557201.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -557202.812500 Penalty: 2522.877930
	Iteration 27Q: 3 clusters Score -557202.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -557203.250000 Penalty: 2522.877930
	Iteration 28Q: 3 clusters Score -557203.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -557202.812500 Penalty: 2522.877930
	Iteration 29Q: 3 clusters Score -557202.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -557202.000000 Penalty: 2522.877930
	Iteration 30Q: 3 clusters Score -557202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -557202.000000 Penalty: 2522.877930
	Iteration 31F: 3 clusters Score -557202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Entering Unmasked Estep 
Score: -14699.613281 Penalty: 804.587158
	Iteration 0F: 2 clusters Score -14699.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -14114.022461 Penalty: 1609.174316
	Iteration 0F: 3 clusters Score -14114.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -14178.234375 Penalty: 1609.174316
	Iteration 1F: 3 clusters Score -14178.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -14203.934570 Penalty: 1609.174316
	Iteration 2Q: 3 clusters Score -14203.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -14222.907227 Penalty: 1609.174316
	Iteration 3Q: 3 clusters Score -14222.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -14224.862305 Penalty: 1609.174316
	Iteration 4Q: 3 clusters Score -14224.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -14224.862305 Penalty: 1609.174316
	Iteration 5F: 3 clusters Score -14224.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (34971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34971 members 
Entering Unmasked Estep 
Score: -4422794.000000 Penalty: 1556.786499
	Iteration 0F: 2 clusters Score -4422794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -4399901.500000 Penalty: 3113.572998
	Iteration 0F: 3 clusters Score -4399902 nChanged 16018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -4408673.000000 Penalty: 3113.572998
	Iteration 1F: 3 clusters Score -4408673 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -4409227.500000 Penalty: 3113.572998
	Iteration 2Q: 3 clusters Score -4409228 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -4409904.500000 Penalty: 3113.572998
	Iteration 3Q: 3 clusters Score -4409904 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -4410740.500000 Penalty: 3113.572998
	Iteration 4F: 3 clusters Score -4410740 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -4411852.000000 Penalty: 3113.572998
	Iteration 5F: 3 clusters Score -4411852 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25140 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -4413345.000000 Penalty: 3113.572998
	Iteration 6F: 3 clusters Score -4413345 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27326 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -4415074.000000 Penalty: 3113.572998
	Iteration 7F: 3 clusters Score -4415074 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29476 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -4416887.000000 Penalty: 3113.572998
	Iteration 8F: 3 clusters Score -4416887 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31356 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -4418530.500000 Penalty: 3113.572998
	Iteration 9F: 3 clusters Score -4418530 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32754 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -4419775.000000 Penalty: 3113.572998
	Iteration 10Q: 3 clusters Score -4419775 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33640 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -4420525.000000 Penalty: 3113.572998
	Iteration 11Q: 3 clusters Score -4420525 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34148 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -4421013.000000 Penalty: 3113.572998
	Iteration 12Q: 3 clusters Score -4421013 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34401 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -4421269.000000 Penalty: 3113.572998
	Iteration 13Q: 3 clusters Score -4421269 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34503 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -4421358.500000 Penalty: 3113.572998
	Iteration 14Q: 3 clusters Score -4421358 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34548 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -4421414.000000 Penalty: 3113.572998
	Iteration 15Q: 3 clusters Score -4421414 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34579 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -4421456.000000 Penalty: 3113.572998
	Iteration 16Q: 3 clusters Score -4421456 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34594 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -4421490.000000 Penalty: 3113.572998
	Iteration 17Q: 3 clusters Score -4421490 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34607 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -4421504.500000 Penalty: 3113.572998
	Iteration 18Q: 3 clusters Score -4421504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34615 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -4421512.000000 Penalty: 3113.572998
	Iteration 19Q: 3 clusters Score -4421512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34621 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -4421514.000000 Penalty: 3113.572998
	Iteration 20F: 3 clusters Score -4421514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34623 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -4421519.000000 Penalty: 3113.572998
	Iteration 21Q: 3 clusters Score -4421519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34627 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -4421526.000000 Penalty: 3113.572998
	Iteration 22Q: 3 clusters Score -4421526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34628 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -4421525.000000 Penalty: 3113.572998
	Iteration 23Q: 3 clusters Score -4421525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34628 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -4421531.000000 Penalty: 3113.572998
	Iteration 24Q: 3 clusters Score -4421531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34628 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -4421531.000000 Penalty: 3113.572998
	Iteration 25F: 3 clusters Score -4421531 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -2765120.750000 Penalty: 1486.134277
	Iteration 0F: 2 clusters Score -2765121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -2750881.000000 Penalty: 2972.268555
	Iteration 0F: 3 clusters Score -2750881 nChanged 9567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -2756104.000000 Penalty: 2972.268555
	Iteration 1F: 3 clusters Score -2756104 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -2756513.750000 Penalty: 2972.268555
	Iteration 2F: 3 clusters Score -2756514 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -2756864.250000 Penalty: 2972.268555
	Iteration 3Q: 3 clusters Score -2756864 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -2757150.250000 Penalty: 2972.268555
	Iteration 4Q: 3 clusters Score -2757150 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -2757481.000000 Penalty: 2972.268555
	Iteration 5Q: 3 clusters Score -2757481 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -2757870.250000 Penalty: 2972.268555
	Iteration 6Q: 3 clusters Score -2757870 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -2758308.000000 Penalty: 2972.268555
	Iteration 7Q: 3 clusters Score -2758308 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -2758704.750000 Penalty: 2972.268555
	Iteration 8Q: 3 clusters Score -2758705 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -2759079.250000 Penalty: 2972.268555
	Iteration 9Q: 3 clusters Score -2759079 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -2759424.250000 Penalty: 2972.268555
	Iteration 10Q: 3 clusters Score -2759424 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -2759803.750000 Penalty: 2972.268555
	Iteration 11Q: 3 clusters Score -2759804 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -2760206.250000 Penalty: 2972.268555
	Iteration 12Q: 3 clusters Score -2760206 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -2760640.750000 Penalty: 2972.268555
	Iteration 13Q: 3 clusters Score -2760641 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -2761047.750000 Penalty: 2972.268555
	Iteration 14Q: 3 clusters Score -2761048 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -2761436.750000 Penalty: 2972.268555
	Iteration 15Q: 3 clusters Score -2761437 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -2761840.000000 Penalty: 2972.268555
	Iteration 16Q: 3 clusters Score -2761840 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17670 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -2762234.000000 Penalty: 2972.268555
	Iteration 17Q: 3 clusters Score -2762234 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -2762595.750000 Penalty: 2972.268555
	Iteration 18Q: 3 clusters Score -2762596 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -2762944.500000 Penalty: 2972.268555
	Iteration 19Q: 3 clusters Score -2762944 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -2763217.500000 Penalty: 2972.268555
	Iteration 20F: 3 clusters Score -2763218 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -2763440.500000 Penalty: 2972.268555
	Iteration 21Q: 3 clusters Score -2763440 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2763606.000000 Penalty: 2972.268555
	Iteration 22Q: 3 clusters Score -2763606 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -2763743.250000 Penalty: 2972.268555
	Iteration 23Q: 3 clusters Score -2763743 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -2763841.250000 Penalty: 2972.268555
	Iteration 24Q: 3 clusters Score -2763841 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2763911.750000 Penalty: 2972.268555
	Iteration 25Q: 3 clusters Score -2763912 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2763961.000000 Penalty: 2972.268555
	Iteration 26Q: 3 clusters Score -2763961 nChanged 65
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: -2763997.500000 Penalty: 2972.268555
	Iteration 27Q: 3 clusters Score -2763998 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2764029.000000 Penalty: 2972.268555
	Iteration 28Q: 3 clusters Score -2764029 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2764057.250000 Penalty: 2972.268555
	Iteration 29Q: 3 clusters Score -2764057 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -2764060.750000 Penalty: 2972.268555
	Iteration 30Q: 3 clusters Score -2764061 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -2764075.250000 Penalty: 2972.268555
	Iteration 31Q: 3 clusters Score -2764075 nChanged 24
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: -2764085.500000 Penalty: 2972.268555
	Iteration 32Q: 3 clusters Score -2764086 nChanged 20
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: -2764092.750000 Penalty: 2972.268555
	Iteration 33Q: 3 clusters Score -2764093 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2764095.250000 Penalty: 2972.268555
	Iteration 34Q: 3 clusters Score -2764095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20896 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2764099.000000 Penalty: 2972.268555
	Iteration 35Q: 3 clusters Score -2764099 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2764102.000000 Penalty: 2972.268555
	Iteration 36Q: 3 clusters Score -2764102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2764101.500000 Penalty: 2972.268555
	Iteration 37Q: 3 clusters Score -2764102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20919 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2764107.750000 Penalty: 2972.268555
	Iteration 38Q: 3 clusters Score -2764108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2764112.000000 Penalty: 2972.268555
	Iteration 39Q: 3 clusters Score -2764112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2764113.250000 Penalty: 2972.268555
	Iteration 40F: 3 clusters Score -2764113 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20943 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2764121.000000 Penalty: 2972.268555
	Iteration 41Q: 3 clusters Score -2764121 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20950 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2764122.500000 Penalty: 2972.268555
	Iteration 42Q: 3 clusters Score -2764122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2764131.000000 Penalty: 2972.268555
	Iteration 43Q: 3 clusters Score -2764131 nChanged 13
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: -2764136.750000 Penalty: 2972.268555
	Iteration 44Q: 3 clusters Score -2764137 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2764143.000000 Penalty: 2972.268555
	Iteration 45Q: 3 clusters Score -2764143 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2764152.000000 Penalty: 2972.268555
	Iteration 46Q: 3 clusters Score -2764152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2764155.250000 Penalty: 2972.268555
	Iteration 47Q: 3 clusters Score -2764155 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2764160.500000 Penalty: 2972.268555
	Iteration 48Q: 3 clusters Score -2764160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2764163.500000 Penalty: 2972.268555
	Iteration 49Q: 3 clusters Score -2764164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2764167.500000 Penalty: 2972.268555
	Iteration 50Q: 3 clusters Score -2764168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2764168.500000 Penalty: 2972.268555
	Iteration 51Q: 3 clusters Score -2764168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2764169.750000 Penalty: 2972.268555
	Iteration 52Q: 3 clusters Score -2764170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2764169.750000 Penalty: 2972.268555
	Iteration 53F: 3 clusters Score -2764170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Entering Unmasked Estep 
Score: -21853.011719 Penalty: 817.367554
	Iteration 0F: 2 clusters Score -21853.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -21239.945312 Penalty: 1634.735107
	Iteration 0F: 3 clusters Score -21239.95 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -21366.091797 Penalty: 1634.735107
	Iteration 1F: 3 clusters Score -21366.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -21405.363281 Penalty: 1634.735107
	Iteration 2Q: 3 clusters Score -21405.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -21433.294922 Penalty: 1634.735107
	Iteration 3Q: 3 clusters Score -21433.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -21444.484375 Penalty: 1634.735107
	Iteration 4Q: 3 clusters Score -21444.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -21451.871094 Penalty: 1634.735107
	Iteration 5Q: 3 clusters Score -21451.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -21451.871094 Penalty: 1634.735107
	Iteration 6F: 3 clusters Score -21451.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (43451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43451 members 
Entering Unmasked Estep 
Score: -5522287.000000 Penalty: 1589.093140
	Iteration 0F: 2 clusters Score -5522287 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 21551 members 
Entering Unmasked Estep 
Score: -5494445.000000 Penalty: 3178.186279
	Iteration 0F: 3 clusters Score -5494445 nChanged 19896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23042 members 
Mstep: Class 2 contains 20409 members 
Entering Unmasked Estep 
Score: -5505435.000000 Penalty: 3178.186279
	Iteration 1F: 3 clusters Score -5505435 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23857 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -5506034.500000 Penalty: 3178.186279
	Iteration 2Q: 3 clusters Score -5506034 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25039 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -5506691.000000 Penalty: 3178.186279
	Iteration 3Q: 3 clusters Score -5506691 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26629 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -5507489.500000 Penalty: 3178.186279
	Iteration 4Q: 3 clusters Score -5507490 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28762 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -5508682.500000 Penalty: 3178.186279
	Iteration 5F: 3 clusters Score -5508682 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31604 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -5510583.000000 Penalty: 3178.186279
	Iteration 6F: 3 clusters Score -5510583 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34904 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -5513221.500000 Penalty: 3178.186279
	Iteration 7F: 3 clusters Score -5513222 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38227 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -5516266.500000 Penalty: 3178.186279
	Iteration 8F: 3 clusters Score -5516266 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40841 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -5518675.000000 Penalty: 3178.186279
	Iteration 9F: 3 clusters Score -5518675 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42268 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -5519956.500000 Penalty: 3178.186279
	Iteration 10Q: 3 clusters Score -5519956 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42863 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -5520499.500000 Penalty: 3178.186279
	Iteration 11Q: 3 clusters Score -5520500 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43077 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -5520712.500000 Penalty: 3178.186279
	Iteration 12Q: 3 clusters Score -5520712 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43150 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -5520827.500000 Penalty: 3178.186279
	Iteration 13Q: 3 clusters Score -5520828 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43178 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -5520895.000000 Penalty: 3178.186279
	Iteration 14Q: 3 clusters Score -5520895 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43198 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -5520936.500000 Penalty: 3178.186279
	Iteration 15Q: 3 clusters Score -5520936 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43215 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -5520967.500000 Penalty: 3178.186279
	Iteration 16Q: 3 clusters Score -5520968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43217 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -5520989.500000 Penalty: 3178.186279
	Iteration 17Q: 3 clusters Score -5520990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43219 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -5521007.500000 Penalty: 3178.186279
	Iteration 18Q: 3 clusters Score -5521008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43223 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -5521014.500000 Penalty: 3178.186279
	Iteration 19Q: 3 clusters Score -5521014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43228 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -5521037.000000 Penalty: 3178.186279
	Iteration 20F: 3 clusters Score -5521037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43229 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -5521036.500000 Penalty: 3178.186279
	Iteration 21Q: 3 clusters Score -5521036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43229 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -5521038.000000 Penalty: 3178.186279
	Iteration 22Q: 3 clusters Score -5521038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43229 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -5521040.000000 Penalty: 3178.186279
	Iteration 23Q: 3 clusters Score -5521040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43232 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -5521051.000000 Penalty: 3178.186279
	Iteration 24Q: 3 clusters Score -5521051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43232 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -5521051.000000 Penalty: 3178.186279
	Iteration 25F: 3 clusters Score -5521051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Entering Unmasked Estep 
Score: -35130.832031 Penalty: 852.638855
	Iteration 0F: 2 clusters Score -35130.83 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 153 members 
Entering Unmasked Estep 
Score: -34430.390625 Penalty: 1705.277710
	Iteration 0F: 3 clusters Score -34430.39 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -34520.363281 Penalty: 1705.277710
	Iteration 1F: 3 clusters Score -34520.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -34546.855469 Penalty: 1705.277710
	Iteration 2Q: 3 clusters Score -34546.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -34552.382812 Penalty: 1705.277710
	Iteration 3Q: 3 clusters Score -34552.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -34552.382812 Penalty: 1705.277710
	Iteration 4F: 3 clusters Score -34552.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Entering Unmasked Estep 
Score: -14375.515625 Penalty: 801.212891
	Iteration 0F: 2 clusters Score -14375.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -13877.786133 Penalty: 1602.425781
	Iteration 0F: 3 clusters Score -13877.79 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -14086.358398 Penalty: 1602.425781
	Iteration 1F: 3 clusters Score -14086.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -14138.926758 Penalty: 1602.425781
	Iteration 2Q: 3 clusters Score -14138.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -14153.703125 Penalty: 1602.425781
	Iteration 3Q: 3 clusters Score -14153.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -14157.906250 Penalty: 1602.425781
	Iteration 4Q: 3 clusters Score -14157.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -14157.906250 Penalty: 1602.425781
	Iteration 5F: 3 clusters Score -14157.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Entering Unmasked Estep 
Score: -39030.957031 Penalty: 902.636902
	Iteration 0F: 2 clusters Score -39030.96 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 227 members 
Entering Unmasked Estep 
Score: -38228.015625 Penalty: 1805.273804
	Iteration 0F: 3 clusters Score -38228.02 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -38380.445312 Penalty: 1805.273804
	Iteration 1F: 3 clusters Score -38380.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -38418.105469 Penalty: 1805.273804
	Iteration 2Q: 3 clusters Score -38418.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -38446.800781 Penalty: 1805.273804
	Iteration 3Q: 3 clusters Score -38446.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -38463.355469 Penalty: 1805.273804
	Iteration 4Q: 3 clusters Score -38463.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -38491.476562 Penalty: 1805.273804
	Iteration 5Q: 3 clusters Score -38491.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -38500.910156 Penalty: 1805.273804
	Iteration 6Q: 3 clusters Score -38500.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -38506.808594 Penalty: 1805.273804
	Iteration 7Q: 3 clusters Score -38506.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -38513.316406 Penalty: 1805.273804
	Iteration 8Q: 3 clusters Score -38513.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -38513.316406 Penalty: 1805.273804
	Iteration 9F: 3 clusters Score -38513.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Entering Unmasked Estep 
Score: -15305.544922 Penalty: 764.206848
	Iteration 0F: 2 clusters Score -15305.54 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 81 members 
Entering Unmasked Estep 
Score: -14783.376953 Penalty: 1528.413696
	Iteration 0F: 3 clusters Score -14783.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -14814.558594 Penalty: 1528.413696
	Iteration 1Q: 3 clusters Score -14814.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -14824.836914 Penalty: 1528.413696
	Iteration 2Q: 3 clusters Score -14824.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -14846.247070 Penalty: 1528.413696
	Iteration 3Q: 3 clusters Score -14846.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -14846.247070 Penalty: 1528.413696
	Iteration 4F: 3 clusters Score -14846.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (8835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Entering Unmasked Estep 
Score: -1183697.250000 Penalty: 1352.067749
	Iteration 0F: 2 clusters Score -1183697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1177690.000000 Penalty: 2704.135498
	Iteration 0F: 3 clusters Score -1177690 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1179475.125000 Penalty: 2704.135498
	Iteration 1F: 3 clusters Score -1179475 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1179725.125000 Penalty: 2704.135498
	Iteration 2F: 3 clusters Score -1179725 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1179879.500000 Penalty: 2704.135498
	Iteration 3Q: 3 clusters Score -1179880 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1180000.625000 Penalty: 2704.135498
	Iteration 4Q: 3 clusters Score -1180001 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1180081.250000 Penalty: 2704.135498
	Iteration 5Q: 3 clusters Score -1180081 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1180150.000000 Penalty: 2704.135498
	Iteration 6Q: 3 clusters Score -1180150 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1180207.500000 Penalty: 2704.135498
	Iteration 7Q: 3 clusters Score -1180208 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1180264.875000 Penalty: 2704.135498
	Iteration 8Q: 3 clusters Score -1180265 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1180312.125000 Penalty: 2704.135498
	Iteration 9Q: 3 clusters Score -1180312 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1180374.375000 Penalty: 2704.135498
	Iteration 10Q: 3 clusters Score -1180374 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1180455.625000 Penalty: 2704.135498
	Iteration 11Q: 3 clusters Score -1180456 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1180575.875000 Penalty: 2704.135498
	Iteration 12Q: 3 clusters Score -1180576 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1180714.250000 Penalty: 2704.135498
	Iteration 13Q: 3 clusters Score -1180714 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1180886.250000 Penalty: 2704.135498
	Iteration 14Q: 3 clusters Score -1180886 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1181125.750000 Penalty: 2704.135498
	Iteration 15Q: 3 clusters Score -1181126 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1181373.375000 Penalty: 2704.135498
	Iteration 16Q: 3 clusters Score -1181373 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1181625.125000 Penalty: 2704.135498
	Iteration 17Q: 3 clusters Score -1181625 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1181856.250000 Penalty: 2704.135498
	Iteration 18Q: 3 clusters Score -1181856 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1182044.125000 Penalty: 2704.135498
	Iteration 19Q: 3 clusters Score -1182044 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1182221.375000 Penalty: 2704.135498
	Iteration 20F: 3 clusters Score -1182221 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1182350.500000 Penalty: 2704.135498
	Iteration 21Q: 3 clusters Score -1182350 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1182430.500000 Penalty: 2704.135498
	Iteration 22Q: 3 clusters Score -1182430 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1182491.125000 Penalty: 2704.135498
	Iteration 23Q: 3 clusters Score -1182491 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1182528.000000 Penalty: 2704.135498
	Iteration 24Q: 3 clusters Score -1182528 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1182558.875000 Penalty: 2704.135498
	Iteration 25Q: 3 clusters Score -1182559 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1182581.875000 Penalty: 2704.135498
	Iteration 26Q: 3 clusters Score -1182582 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1182600.625000 Penalty: 2704.135498
	Iteration 27Q: 3 clusters Score -1182601 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1182620.500000 Penalty: 2704.135498
	Iteration 28Q: 3 clusters Score -1182620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1182629.375000 Penalty: 2704.135498
	Iteration 29Q: 3 clusters Score -1182629 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1182636.500000 Penalty: 2704.135498
	Iteration 30Q: 3 clusters Score -1182636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1182640.500000 Penalty: 2704.135498
	Iteration 31Q: 3 clusters Score -1182640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1182641.125000 Penalty: 2704.135498
	Iteration 32Q: 3 clusters Score -1182641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1182641.125000 Penalty: 2704.135498
	Iteration 33F: 3 clusters Score -1182641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (63741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63741 members 
Entering Unmasked Estep 
Score: -8062661.500000 Penalty: 1646.112427
	Iteration 0F: 2 clusters Score -8062662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32076 members 
Mstep: Class 2 contains 31665 members 
Entering Unmasked Estep 
Score: -8023268.000000 Penalty: 3292.224854
	Iteration 0F: 3 clusters Score -8023268 nChanged 29648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33654 members 
Mstep: Class 2 contains 30087 members 
Entering Unmasked Estep 
Score: -8039983.000000 Penalty: 3292.224854
	Iteration 1F: 3 clusters Score -8039983 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34698 members 
Mstep: Class 2 contains 29043 members 
Entering Unmasked Estep 
Score: -8040679.500000 Penalty: 3292.224854
	Iteration 2Q: 3 clusters Score -8040680 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36187 members 
Mstep: Class 2 contains 27554 members 
Entering Unmasked Estep 
Score: -8041433.000000 Penalty: 3292.224854
	Iteration 3Q: 3 clusters Score -8041433 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38298 members 
Mstep: Class 2 contains 25443 members 
Entering Unmasked Estep 
Score: -8042428.500000 Penalty: 3292.224854
	Iteration 4Q: 3 clusters Score -8042428 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41177 members 
Mstep: Class 2 contains 22564 members 
Entering Unmasked Estep 
Score: -8043865.500000 Penalty: 3292.224854
	Iteration 5Q: 3 clusters Score -8043866 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44968 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -8046120.000000 Penalty: 3292.224854
	Iteration 6F: 3 clusters Score -8046120 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49602 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -8049284.000000 Penalty: 3292.224854
	Iteration 7F: 3 clusters Score -8049284 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54318 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -8052914.500000 Penalty: 3292.224854
	Iteration 8F: 3 clusters Score -8052914 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58228 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -8056200.000000 Penalty: 3292.224854
	Iteration 9F: 3 clusters Score -8056200 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60844 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -8058509.000000 Penalty: 3292.224854
	Iteration 10Q: 3 clusters Score -8058509 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62280 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -8059876.500000 Penalty: 3292.224854
	Iteration 11Q: 3 clusters Score -8059876 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62922 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -8060538.500000 Penalty: 3292.224854
	Iteration 12Q: 3 clusters Score -8060538 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63189 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -8060856.000000 Penalty: 3292.224854
	Iteration 13Q: 3 clusters Score -8060856 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63317 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -8061029.000000 Penalty: 3292.224854
	Iteration 14Q: 3 clusters Score -8061029 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63382 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -8061111.000000 Penalty: 3292.224854
	Iteration 15Q: 3 clusters Score -8061111 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63412 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -8061157.500000 Penalty: 3292.224854
	Iteration 16Q: 3 clusters Score -8061158 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63427 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -8061201.000000 Penalty: 3292.224854
	Iteration 17Q: 3 clusters Score -8061201 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63436 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -8061226.000000 Penalty: 3292.224854
	Iteration 18Q: 3 clusters Score -8061226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63445 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -8061258.500000 Penalty: 3292.224854
	Iteration 19Q: 3 clusters Score -8061258 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63452 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -8061268.500000 Penalty: 3292.224854
	Iteration 20F: 3 clusters Score -8061268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63455 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -8061276.000000 Penalty: 3292.224854
	Iteration 21Q: 3 clusters Score -8061276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63463 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -8061295.000000 Penalty: 3292.224854
	Iteration 22Q: 3 clusters Score -8061295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63465 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -8061298.500000 Penalty: 3292.224854
	Iteration 23Q: 3 clusters Score -8061298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63466 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -8061306.000000 Penalty: 3292.224854
	Iteration 24Q: 3 clusters Score -8061306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63467 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -8061311.500000 Penalty: 3292.224854
	Iteration 25Q: 3 clusters Score -8061312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63469 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -8061317.500000 Penalty: 3292.224854
	Iteration 26Q: 3 clusters Score -8061318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63469 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -8061321.500000 Penalty: 3292.224854
	Iteration 27Q: 3 clusters Score -8061322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63469 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -8061321.500000 Penalty: 3292.224854
	Iteration 28F: 3 clusters Score -8061322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Entering Unmasked Estep 
Score: -15256.823242 Penalty: 735.316406
	Iteration 0F: 2 clusters Score -15256.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -14771.370117 Penalty: 1470.632812
	Iteration 0F: 3 clusters Score -14771.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -14781.834961 Penalty: 1470.632812
	Iteration 1Q: 3 clusters Score -14781.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -14781.834961 Penalty: 1470.632812
	Iteration 2F: 3 clusters Score -14781.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (6963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Entering Unmasked Estep 
Score: -881731.875000 Penalty: 1316.636841
	Iteration 0F: 2 clusters Score -881731.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -876839.062500 Penalty: 2633.273682
	Iteration 0F: 3 clusters Score -876839.1 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -878269.375000 Penalty: 2633.273682
	Iteration 1F: 3 clusters Score -878269.4 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -878486.250000 Penalty: 2633.273682
	Iteration 2F: 3 clusters Score -878486.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -878639.500000 Penalty: 2633.273682
	Iteration 3Q: 3 clusters Score -878639.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -878747.125000 Penalty: 2633.273682
	Iteration 4Q: 3 clusters Score -878747.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -878834.500000 Penalty: 2633.273682
	Iteration 5Q: 3 clusters Score -878834.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -878908.750000 Penalty: 2633.273682
	Iteration 6Q: 3 clusters Score -878908.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -878973.750000 Penalty: 2633.273682
	Iteration 7Q: 3 clusters Score -878973.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -879031.937500 Penalty: 2633.273682
	Iteration 8Q: 3 clusters Score -879031.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -879100.000000 Penalty: 2633.273682
	Iteration 9Q: 3 clusters Score -879100 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -879179.562500 Penalty: 2633.273682
	Iteration 10Q: 3 clusters Score -879179.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -879263.375000 Penalty: 2633.273682
	Iteration 11Q: 3 clusters Score -879263.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -879392.062500 Penalty: 2633.273682
	Iteration 12Q: 3 clusters Score -879392.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -879541.250000 Penalty: 2633.273682
	Iteration 13Q: 3 clusters Score -879541.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -879680.562500 Penalty: 2633.273682
	Iteration 14Q: 3 clusters Score -879680.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -879835.687500 Penalty: 2633.273682
	Iteration 15Q: 3 clusters Score -879835.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -879979.562500 Penalty: 2633.273682
	Iteration 16Q: 3 clusters Score -879979.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -880123.000000 Penalty: 2633.273682
	Iteration 17Q: 3 clusters Score -880123 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -880246.750000 Penalty: 2633.273682
	Iteration 18Q: 3 clusters Score -880246.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -880345.500000 Penalty: 2633.273682
	Iteration 19Q: 3 clusters Score -880345.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -880403.312500 Penalty: 2633.273682
	Iteration 20F: 3 clusters Score -880403.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -880450.937500 Penalty: 2633.273682
	Iteration 21Q: 3 clusters Score -880450.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -880495.312500 Penalty: 2633.273682
	Iteration 22Q: 3 clusters Score -880495.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -880523.625000 Penalty: 2633.273682
	Iteration 23Q: 3 clusters Score -880523.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -880562.375000 Penalty: 2633.273682
	Iteration 24Q: 3 clusters Score -880562.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -880588.125000 Penalty: 2633.273682
	Iteration 25Q: 3 clusters Score -880588.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -880601.875000 Penalty: 2633.273682
	Iteration 26Q: 3 clusters Score -880601.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -880622.750000 Penalty: 2633.273682
	Iteration 27Q: 3 clusters Score -880622.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -880635.187500 Penalty: 2633.273682
	Iteration 28Q: 3 clusters Score -880635.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -880646.562500 Penalty: 2633.273682
	Iteration 29Q: 3 clusters Score -880646.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -880653.812500 Penalty: 2633.273682
	Iteration 30Q: 3 clusters Score -880653.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -880659.437500 Penalty: 2633.273682
	Iteration 31Q: 3 clusters Score -880659.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -880661.687500 Penalty: 2633.273682
	Iteration 32Q: 3 clusters Score -880661.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -880668.812500 Penalty: 2633.273682
	Iteration 33Q: 3 clusters Score -880668.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -880674.125000 Penalty: 2633.273682
	Iteration 34Q: 3 clusters Score -880674.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -880676.875000 Penalty: 2633.273682
	Iteration 35Q: 3 clusters Score -880676.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -880685.375000 Penalty: 2633.273682
	Iteration 36Q: 3 clusters Score -880685.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -880691.812500 Penalty: 2633.273682
	Iteration 37Q: 3 clusters Score -880691.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -880696.500000 Penalty: 2633.273682
	Iteration 38Q: 3 clusters Score -880696.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -880696.687500 Penalty: 2633.273682
	Iteration 39Q: 3 clusters Score -880696.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -880696.687500 Penalty: 2633.273682
	Iteration 40F: 3 clusters Score -880696.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Entering Unmasked Estep 
Score: -16022.818359 Penalty: 806.575623
	Iteration 0F: 2 clusters Score -16022.82 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 112 members 
Entering Unmasked Estep 
Score: -15434.625977 Penalty: 1613.151245
	Iteration 0F: 3 clusters Score -15434.63 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -15556.103516 Penalty: 1613.151245
	Iteration 1F: 3 clusters Score -15556.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -15594.625977 Penalty: 1613.151245
	Iteration 2Q: 3 clusters Score -15594.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -15623.280273 Penalty: 1613.151245
	Iteration 3Q: 3 clusters Score -15623.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -15625.433594 Penalty: 1613.151245
	Iteration 4Q: 3 clusters Score -15625.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -15631.683594 Penalty: 1613.151245
	Iteration 5Q: 3 clusters Score -15631.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -15641.473633 Penalty: 1613.151245
	Iteration 6Q: 3 clusters Score -15641.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -15641.473633 Penalty: 1613.151245
	Iteration 7F: 3 clusters Score -15641.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Entering Unmasked Estep 
Score: -17482.931641 Penalty: 787.643799
	Iteration 0F: 2 clusters Score -17482.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -16979.236328 Penalty: 1575.287598
	Iteration 0F: 3 clusters Score -16979.24 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -17071.753906 Penalty: 1575.287598
	Iteration 1F: 3 clusters Score -17071.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -17100.392578 Penalty: 1575.287598
	Iteration 2Q: 3 clusters Score -17100.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -17133.121094 Penalty: 1575.287598
	Iteration 3Q: 3 clusters Score -17133.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -17198.078125 Penalty: 1575.287598
	Iteration 4Q: 3 clusters Score -17198.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -17217.199219 Penalty: 1575.287598
	Iteration 5Q: 3 clusters Score -17217.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -17230.876953 Penalty: 1575.287598
	Iteration 6Q: 3 clusters Score -17230.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -17232.679688 Penalty: 1575.287598
	Iteration 7Q: 3 clusters Score -17232.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -17232.679688 Penalty: 1575.287598
	Iteration 8F: 3 clusters Score -17232.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58089 members 
Mstep: Class 2 contains 40708 members 
Mstep: Class 3 contains 11393 members 
Mstep: Class 4 contains 2558 members 
Mstep: Class 5 contains 67939 members 
Mstep: Class 6 contains 37148 members 
Mstep: Class 7 contains 6981 members 
Mstep: Class 8 contains 5714 members 
Mstep: Class 9 contains 8437 members 
Mstep: Class 10 contains 9567 members 
Mstep: Class 11 contains 9308 members 
Mstep: Class 12 contains 2897 members 
Mstep: Class 13 contains 10576 members 
Mstep: Class 14 contains 1713 members 
Mstep: Class 15 contains 12047 members 
Mstep: Class 16 contains 261 members 
Mstep: Class 17 contains 24931 members 
Mstep: Class 18 contains 10998 members 
Mstep: Class 19 contains 4507 members 
Mstep: Class 20 contains 35683 members 
Mstep: Class 21 contains 8919 members 
Mstep: Class 22 contains 5396 members 
Mstep: Class 23 contains 22149 members 
Mstep: Class 24 contains 5580 members 
Mstep: Class 25 contains 16052 members 
Mstep: Class 26 contains 351 members 
Mstep: Class 27 contains 53560 members 
Mstep: Class 28 contains 4805 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34971 members 
Mstep: Class 31 contains 21752 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43451 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 8835 members 
Mstep: Class 40 contains 63741 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 6963 members 
Mstep: Class 43 contains 226 members 
Mstep: Class 44 contains 199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81017480.000000 Penalty: 89796.125000
Iteration 399Q: 46 clusters Score -8.101748e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58093 members 
Mstep: Class 2 contains 40712 members 
Mstep: Class 3 contains 11394 members 
Mstep: Class 4 contains 2558 members 
Mstep: Class 5 contains 68022 members 
Mstep: Class 6 contains 37146 members 
Mstep: Class 7 contains 6974 members 
Mstep: Class 8 contains 5712 members 
Mstep: Class 9 contains 8438 members 
Mstep: Class 10 contains 9567 members 
Mstep: Class 11 contains 9300 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 10619 members 
Mstep: Class 14 contains 1713 members 
Mstep: Class 15 contains 12047 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24805 members 
Mstep: Class 18 contains 11192 members 
Mstep: Class 19 contains 4501 members 
Mstep: Class 20 contains 35784 members 
Mstep: Class 21 contains 8919 members 
Mstep: Class 22 contains 5395 members 
Mstep: Class 23 contains 22143 members 
Mstep: Class 24 contains 5582 members 
Mstep: Class 25 contains 15964 members 
Mstep: Class 26 contains 352 members 
Mstep: Class 27 contains 53498 members 
Mstep: Class 28 contains 4805 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34974 members 
Mstep: Class 31 contains 21750 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43445 members 
Mstep: Class 34 contains 6108 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 170 members 
Mstep: Class 39 contains 8864 members 
Mstep: Class 40 contains 63796 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7042 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018256.000000 Penalty: 89796.125000
Iteration 400F: 46 clusters Score -8.101826e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58082 members 
Mstep: Class 2 contains 40715 members 
Mstep: Class 3 contains 11396 members 
Mstep: Class 4 contains 2558 members 
Mstep: Class 5 contains 67982 members 
Mstep: Class 6 contains 37148 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 5711 members 
Mstep: Class 9 contains 8438 members 
Mstep: Class 10 contains 9568 members 
Mstep: Class 11 contains 9298 members 
Mstep: Class 12 contains 2895 members 
Mstep: Class 13 contains 10507 members 
Mstep: Class 14 contains 1712 members 
Mstep: Class 15 contains 12041 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24559 members 
Mstep: Class 18 contains 11296 members 
Mstep: Class 19 contains 4478 members 
Mstep: Class 20 contains 35826 members 
Mstep: Class 21 contains 8916 members 
Mstep: Class 22 contains 5392 members 
Mstep: Class 23 contains 22132 members 
Mstep: Class 24 contains 5580 members 
Mstep: Class 25 contains 15899 members 
Mstep: Class 26 contains 351 members 
Mstep: Class 27 contains 53457 members 
Mstep: Class 28 contains 4806 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34960 members 
Mstep: Class 31 contains 21744 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43429 members 
Mstep: Class 34 contains 6450 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 8885 members 
Mstep: Class 40 contains 63855 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7072 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018520.000000 Penalty: 89796.125000
Iteration 401Q: 46 clusters Score -8.101852e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58070 members 
Mstep: Class 2 contains 40716 members 
Mstep: Class 3 contains 11405 members 
Mstep: Class 4 contains 2558 members 
Mstep: Class 5 contains 67966 members 
Mstep: Class 6 contains 37137 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 5711 members 
Mstep: Class 9 contains 8437 members 
Mstep: Class 10 contains 9571 members 
Mstep: Class 11 contains 9298 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 10419 members 
Mstep: Class 14 contains 1710 members 
Mstep: Class 15 contains 12041 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24394 members 
Mstep: Class 18 contains 11380 members 
Mstep: Class 19 contains 4472 members 
Mstep: Class 20 contains 35841 members 
Mstep: Class 21 contains 8917 members 
Mstep: Class 22 contains 5389 members 
Mstep: Class 23 contains 22130 members 
Mstep: Class 24 contains 5580 members 
Mstep: Class 25 contains 15862 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 53416 members 
Mstep: Class 28 contains 4806 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34959 members 
Mstep: Class 31 contains 21743 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43417 members 
Mstep: Class 34 contains 6644 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 8919 members 
Mstep: Class 40 contains 63893 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7090 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018576.000000 Penalty: 89796.125000
Iteration 402Q: 46 clusters Score -8.101858e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58044 members 
Mstep: Class 2 contains 40718 members 
Mstep: Class 3 contains 11413 members 
Mstep: Class 4 contains 2558 members 
Mstep: Class 5 contains 67946 members 
Mstep: Class 6 contains 37124 members 
Mstep: Class 7 contains 6970 members 
Mstep: Class 8 contains 5712 members 
Mstep: Class 9 contains 8438 members 
Mstep: Class 10 contains 9571 members 
Mstep: Class 11 contains 9300 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 10364 members 
Mstep: Class 14 contains 1710 members 
Mstep: Class 15 contains 12042 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24289 members 
Mstep: Class 18 contains 11440 members 
Mstep: Class 19 contains 4465 members 
Mstep: Class 20 contains 35851 members 
Mstep: Class 21 contains 8916 members 
Mstep: Class 22 contains 5387 members 
Mstep: Class 23 contains 22131 members 
Mstep: Class 24 contains 5577 members 
Mstep: Class 25 contains 15846 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 53394 members 
Mstep: Class 28 contains 4806 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34957 members 
Mstep: Class 31 contains 21745 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43408 members 
Mstep: Class 34 contains 6761 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 8938 members 
Mstep: Class 40 contains 63936 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7104 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018560.000000 Penalty: 89796.125000
Iteration 403Q: 46 clusters Score -8.101856e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58040 members 
Mstep: Class 2 contains 40714 members 
Mstep: Class 3 contains 11428 members 
Mstep: Class 4 contains 2558 members 
Mstep: Class 5 contains 67949 members 
Mstep: Class 6 contains 37111 members 
Mstep: Class 7 contains 6969 members 
Mstep: Class 8 contains 5711 members 
Mstep: Class 9 contains 8440 members 
Mstep: Class 10 contains 9569 members 
Mstep: Class 11 contains 9300 members 
Mstep: Class 12 contains 2898 members 
Mstep: Class 13 contains 10321 members 
Mstep: Class 14 contains 1710 members 
Mstep: Class 15 contains 12041 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24219 members 
Mstep: Class 18 contains 11471 members 
Mstep: Class 19 contains 4456 members 
Mstep: Class 20 contains 35859 members 
Mstep: Class 21 contains 8915 members 
Mstep: Class 22 contains 5385 members 
Mstep: Class 23 contains 22134 members 
Mstep: Class 24 contains 5574 members 
Mstep: Class 25 contains 15836 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 53377 members 
Mstep: Class 28 contains 4806 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34955 members 
Mstep: Class 31 contains 21747 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43402 members 
Mstep: Class 34 contains 6827 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 8946 members 
Mstep: Class 40 contains 63971 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7118 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018552.000000 Penalty: 89796.125000
Iteration 404Q: 46 clusters Score -8.101855e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58028 members 
Mstep: Class 2 contains 40717 members 
Mstep: Class 3 contains 11437 members 
Mstep: Class 4 contains 2558 members 
Mstep: Class 5 contains 67954 members 
Mstep: Class 6 contains 37107 members 
Mstep: Class 7 contains 6968 members 
Mstep: Class 8 contains 5711 members 
Mstep: Class 9 contains 8441 members 
Mstep: Class 10 contains 9568 members 
Mstep: Class 11 contains 9300 members 
Mstep: Class 12 contains 2899 members 
Mstep: Class 13 contains 10287 members 
Mstep: Class 14 contains 1710 members 
Mstep: Class 15 contains 12040 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24173 members 
Mstep: Class 18 contains 11489 members 
Mstep: Class 19 contains 4443 members 
Mstep: Class 20 contains 35866 members 
Mstep: Class 21 contains 8915 members 
Mstep: Class 22 contains 5383 members 
Mstep: Class 23 contains 22137 members 
Mstep: Class 24 contains 5574 members 
Mstep: Class 25 contains 15834 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 53361 members 
Mstep: Class 28 contains 4806 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34953 members 
Mstep: Class 31 contains 21749 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43388 members 
Mstep: Class 34 contains 6869 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 8958 members 
Mstep: Class 40 contains 64010 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7124 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018584.000000 Penalty: 89796.125000
Iteration 405Q: 46 clusters Score -8.101858e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58019 members 
Mstep: Class 2 contains 40718 members 
Mstep: Class 3 contains 11440 members 
Mstep: Class 4 contains 2558 members 
Mstep: Class 5 contains 67957 members 
Mstep: Class 6 contains 37102 members 
Mstep: Class 7 contains 6968 members 
Mstep: Class 8 contains 5712 members 
Mstep: Class 9 contains 8443 members 
Mstep: Class 10 contains 9568 members 
Mstep: Class 11 contains 9299 members 
Mstep: Class 12 contains 2898 members 
Mstep: Class 13 contains 10260 members 
Mstep: Class 14 contains 1711 members 
Mstep: Class 15 contains 12041 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24147 members 
Mstep: Class 18 contains 11495 members 
Mstep: Class 19 contains 4430 members 
Mstep: Class 20 contains 35866 members 
Mstep: Class 21 contains 8915 members 
Mstep: Class 22 contains 5383 members 
Mstep: Class 23 contains 22137 members 
Mstep: Class 24 contains 5573 members 
Mstep: Class 25 contains 15838 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 53351 members 
Mstep: Class 28 contains 4806 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34950 members 
Mstep: Class 31 contains 21749 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43370 members 
Mstep: Class 34 contains 6908 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 8968 members 
Mstep: Class 40 contains 64048 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7129 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018576.000000 Penalty: 89796.125000
Iteration 406Q: 46 clusters Score -8.101858e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58022 members 
Mstep: Class 2 contains 40718 members 
Mstep: Class 3 contains 11442 members 
Mstep: Class 4 contains 2557 members 
Mstep: Class 5 contains 67966 members 
Mstep: Class 6 contains 37100 members 
Mstep: Class 7 contains 6968 members 
Mstep: Class 8 contains 5712 members 
Mstep: Class 9 contains 8445 members 
Mstep: Class 10 contains 9567 members 
Mstep: Class 11 contains 9299 members 
Mstep: Class 12 contains 2897 members 
Mstep: Class 13 contains 10246 members 
Mstep: Class 14 contains 1713 members 
Mstep: Class 15 contains 12041 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24119 members 
Mstep: Class 18 contains 11498 members 
Mstep: Class 19 contains 4424 members 
Mstep: Class 20 contains 35868 members 
Mstep: Class 21 contains 8915 members 
Mstep: Class 22 contains 5380 members 
Mstep: Class 23 contains 22137 members 
Mstep: Class 24 contains 5573 members 
Mstep: Class 25 contains 15834 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 53325 members 
Mstep: Class 28 contains 4806 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34947 members 
Mstep: Class 31 contains 21749 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43368 members 
Mstep: Class 34 contains 6929 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 8979 members 
Mstep: Class 40 contains 64080 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7133 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018592.000000 Penalty: 89796.125000
Iteration 407Q: 46 clusters Score -8.101859e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58027 members 
Mstep: Class 2 contains 40723 members 
Mstep: Class 3 contains 11443 members 
Mstep: Class 4 contains 2558 members 
Mstep: Class 5 contains 67974 members 
Mstep: Class 6 contains 37088 members 
Mstep: Class 7 contains 6967 members 
Mstep: Class 8 contains 5713 members 
Mstep: Class 9 contains 8446 members 
Mstep: Class 10 contains 9565 members 
Mstep: Class 11 contains 9299 members 
Mstep: Class 12 contains 2897 members 
Mstep: Class 13 contains 10239 members 
Mstep: Class 14 contains 1712 members 
Mstep: Class 15 contains 12040 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24106 members 
Mstep: Class 18 contains 11500 members 
Mstep: Class 19 contains 4419 members 
Mstep: Class 20 contains 35870 members 
Mstep: Class 21 contains 8915 members 
Mstep: Class 22 contains 5379 members 
Mstep: Class 23 contains 22137 members 
Mstep: Class 24 contains 5571 members 
Mstep: Class 25 contains 15833 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 53285 members 
Mstep: Class 28 contains 4805 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34948 members 
Mstep: Class 31 contains 21750 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43373 members 
Mstep: Class 34 contains 6936 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 8985 members 
Mstep: Class 40 contains 64117 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7137 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018624.000000 Penalty: 89796.125000
Iteration 408Q: 46 clusters Score -8.101862e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58030 members 
Mstep: Class 2 contains 40719 members 
Mstep: Class 3 contains 11432 members 
Mstep: Class 4 contains 2558 members 
Mstep: Class 5 contains 67986 members 
Mstep: Class 6 contains 37088 members 
Mstep: Class 7 contains 6967 members 
Mstep: Class 8 contains 5712 members 
Mstep: Class 9 contains 8446 members 
Mstep: Class 10 contains 9565 members 
Mstep: Class 11 contains 9299 members 
Mstep: Class 12 contains 2897 members 
Mstep: Class 13 contains 10232 members 
Mstep: Class 14 contains 1715 members 
Mstep: Class 15 contains 12038 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24088 members 
Mstep: Class 18 contains 11502 members 
Mstep: Class 19 contains 4420 members 
Mstep: Class 20 contains 35870 members 
Mstep: Class 21 contains 8915 members 
Mstep: Class 22 contains 5378 members 
Mstep: Class 23 contains 22137 members 
Mstep: Class 24 contains 5569 members 
Mstep: Class 25 contains 15829 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 53236 members 
Mstep: Class 28 contains 4805 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34953 members 
Mstep: Class 31 contains 21750 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43388 members 
Mstep: Class 34 contains 6942 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 8993 members 
Mstep: Class 40 contains 64158 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7140 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018600.000000 Penalty: 89796.125000
Iteration 409Q: 46 clusters Score -8.10186e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58027 members 
Mstep: Class 2 contains 40719 members 
Mstep: Class 3 contains 11420 members 
Mstep: Class 4 contains 2558 members 
Mstep: Class 5 contains 67997 members 
Mstep: Class 6 contains 37083 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5711 members 
Mstep: Class 9 contains 8448 members 
Mstep: Class 10 contains 9562 members 
Mstep: Class 11 contains 9298 members 
Mstep: Class 12 contains 2897 members 
Mstep: Class 13 contains 10221 members 
Mstep: Class 14 contains 1715 members 
Mstep: Class 15 contains 12039 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24078 members 
Mstep: Class 18 contains 11505 members 
Mstep: Class 19 contains 4417 members 
Mstep: Class 20 contains 35870 members 
Mstep: Class 21 contains 8915 members 
Mstep: Class 22 contains 5380 members 
Mstep: Class 23 contains 22136 members 
Mstep: Class 24 contains 5569 members 
Mstep: Class 25 contains 15827 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 53196 members 
Mstep: Class 28 contains 4805 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34955 members 
Mstep: Class 31 contains 21750 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43389 members 
Mstep: Class 34 contains 6950 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9011 members 
Mstep: Class 40 contains 64200 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7143 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018632.000000 Penalty: 89796.125000
Iteration 410Q: 46 clusters Score -8.101863e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58017 members 
Mstep: Class 2 contains 40717 members 
Mstep: Class 3 contains 11421 members 
Mstep: Class 4 contains 2557 members 
Mstep: Class 5 contains 68002 members 
Mstep: Class 6 contains 37083 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5712 members 
Mstep: Class 9 contains 8451 members 
Mstep: Class 10 contains 9561 members 
Mstep: Class 11 contains 9298 members 
Mstep: Class 12 contains 2897 members 
Mstep: Class 13 contains 10211 members 
Mstep: Class 14 contains 1716 members 
Mstep: Class 15 contains 12039 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24075 members 
Mstep: Class 18 contains 11506 members 
Mstep: Class 19 contains 4413 members 
Mstep: Class 20 contains 35872 members 
Mstep: Class 21 contains 8914 members 
Mstep: Class 22 contains 5381 members 
Mstep: Class 23 contains 22135 members 
Mstep: Class 24 contains 5569 members 
Mstep: Class 25 contains 15826 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 53172 members 
Mstep: Class 28 contains 4805 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34956 members 
Mstep: Class 31 contains 21750 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43380 members 
Mstep: Class 34 contains 6955 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9024 members 
Mstep: Class 40 contains 64233 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7143 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018704.000000 Penalty: 89796.125000
Iteration 411Q: 46 clusters Score -8.10187e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58021 members 
Mstep: Class 2 contains 40711 members 
Mstep: Class 3 contains 11414 members 
Mstep: Class 4 contains 2557 members 
Mstep: Class 5 contains 68004 members 
Mstep: Class 6 contains 37080 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5712 members 
Mstep: Class 9 contains 8452 members 
Mstep: Class 10 contains 9562 members 
Mstep: Class 11 contains 9298 members 
Mstep: Class 12 contains 2898 members 
Mstep: Class 13 contains 10203 members 
Mstep: Class 14 contains 1721 members 
Mstep: Class 15 contains 12039 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24068 members 
Mstep: Class 18 contains 11507 members 
Mstep: Class 19 contains 4414 members 
Mstep: Class 20 contains 35874 members 
Mstep: Class 21 contains 8914 members 
Mstep: Class 22 contains 5377 members 
Mstep: Class 23 contains 22134 members 
Mstep: Class 24 contains 5569 members 
Mstep: Class 25 contains 15825 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 53139 members 
Mstep: Class 28 contains 4806 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34958 members 
Mstep: Class 31 contains 21750 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43376 members 
Mstep: Class 34 contains 6959 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9029 members 
Mstep: Class 40 contains 64277 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7143 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018824.000000 Penalty: 89796.125000
Iteration 412Q: 46 clusters Score -8.101882e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58022 members 
Mstep: Class 2 contains 40715 members 
Mstep: Class 3 contains 11407 members 
Mstep: Class 4 contains 2557 members 
Mstep: Class 5 contains 68004 members 
Mstep: Class 6 contains 37085 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5714 members 
Mstep: Class 9 contains 8454 members 
Mstep: Class 10 contains 9565 members 
Mstep: Class 11 contains 9298 members 
Mstep: Class 12 contains 2898 members 
Mstep: Class 13 contains 10197 members 
Mstep: Class 14 contains 1720 members 
Mstep: Class 15 contains 12039 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24067 members 
Mstep: Class 18 contains 11508 members 
Mstep: Class 19 contains 4412 members 
Mstep: Class 20 contains 35874 members 
Mstep: Class 21 contains 8912 members 
Mstep: Class 22 contains 5371 members 
Mstep: Class 23 contains 22134 members 
Mstep: Class 24 contains 5569 members 
Mstep: Class 25 contains 15823 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 53130 members 
Mstep: Class 28 contains 4808 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34958 members 
Mstep: Class 31 contains 21751 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43359 members 
Mstep: Class 34 contains 6965 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9031 members 
Mstep: Class 40 contains 64301 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7143 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018856.000000 Penalty: 89796.125000
Iteration 413Q: 46 clusters Score -8.101886e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58027 members 
Mstep: Class 2 contains 40715 members 
Mstep: Class 3 contains 11395 members 
Mstep: Class 4 contains 2557 members 
Mstep: Class 5 contains 68001 members 
Mstep: Class 6 contains 37084 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5713 members 
Mstep: Class 9 contains 8454 members 
Mstep: Class 10 contains 9567 members 
Mstep: Class 11 contains 9298 members 
Mstep: Class 12 contains 2898 members 
Mstep: Class 13 contains 10191 members 
Mstep: Class 14 contains 1724 members 
Mstep: Class 15 contains 12039 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24064 members 
Mstep: Class 18 contains 11509 members 
Mstep: Class 19 contains 4411 members 
Mstep: Class 20 contains 35873 members 
Mstep: Class 21 contains 8912 members 
Mstep: Class 22 contains 5369 members 
Mstep: Class 23 contains 22134 members 
Mstep: Class 24 contains 5569 members 
Mstep: Class 25 contains 15822 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 53121 members 
Mstep: Class 28 contains 4808 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34958 members 
Mstep: Class 31 contains 21752 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43332 members 
Mstep: Class 34 contains 6973 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9035 members 
Mstep: Class 40 contains 64343 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7143 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018848.000000 Penalty: 89796.125000
Iteration 414Q: 46 clusters Score -8.101885e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58030 members 
Mstep: Class 2 contains 40714 members 
Mstep: Class 3 contains 11383 members 
Mstep: Class 4 contains 2555 members 
Mstep: Class 5 contains 68005 members 
Mstep: Class 6 contains 37076 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5711 members 
Mstep: Class 9 contains 8454 members 
Mstep: Class 10 contains 9566 members 
Mstep: Class 11 contains 9298 members 
Mstep: Class 12 contains 2898 members 
Mstep: Class 13 contains 10184 members 
Mstep: Class 14 contains 1727 members 
Mstep: Class 15 contains 12039 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24060 members 
Mstep: Class 18 contains 11509 members 
Mstep: Class 19 contains 4409 members 
Mstep: Class 20 contains 35873 members 
Mstep: Class 21 contains 8912 members 
Mstep: Class 22 contains 5367 members 
Mstep: Class 23 contains 22134 members 
Mstep: Class 24 contains 5569 members 
Mstep: Class 25 contains 15825 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 53103 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34960 members 
Mstep: Class 31 contains 21752 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43316 members 
Mstep: Class 34 contains 6980 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9041 members 
Mstep: Class 40 contains 64390 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7142 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018848.000000 Penalty: 89796.125000
Iteration 415Q: 46 clusters Score -8.101885e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58028 members 
Mstep: Class 2 contains 40709 members 
Mstep: Class 3 contains 11369 members 
Mstep: Class 4 contains 2554 members 
Mstep: Class 5 contains 68008 members 
Mstep: Class 6 contains 37066 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5710 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 9566 members 
Mstep: Class 11 contains 9298 members 
Mstep: Class 12 contains 2898 members 
Mstep: Class 13 contains 10181 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 12040 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24050 members 
Mstep: Class 18 contains 11511 members 
Mstep: Class 19 contains 4406 members 
Mstep: Class 20 contains 35873 members 
Mstep: Class 21 contains 8911 members 
Mstep: Class 22 contains 5366 members 
Mstep: Class 23 contains 22134 members 
Mstep: Class 24 contains 5568 members 
Mstep: Class 25 contains 15826 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 53091 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34960 members 
Mstep: Class 31 contains 21754 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43305 members 
Mstep: Class 34 contains 6987 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9053 members 
Mstep: Class 40 contains 64438 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7141 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018848.000000 Penalty: 89796.125000
Iteration 416Q: 46 clusters Score -8.101885e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58038 members 
Mstep: Class 2 contains 40708 members 
Mstep: Class 3 contains 11360 members 
Mstep: Class 4 contains 2554 members 
Mstep: Class 5 contains 68014 members 
Mstep: Class 6 contains 37053 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5709 members 
Mstep: Class 9 contains 8454 members 
Mstep: Class 10 contains 9567 members 
Mstep: Class 11 contains 9298 members 
Mstep: Class 12 contains 2898 members 
Mstep: Class 13 contains 10177 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 12039 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24040 members 
Mstep: Class 18 contains 11513 members 
Mstep: Class 19 contains 4407 members 
Mstep: Class 20 contains 35874 members 
Mstep: Class 21 contains 8911 members 
Mstep: Class 22 contains 5365 members 
Mstep: Class 23 contains 22134 members 
Mstep: Class 24 contains 5566 members 
Mstep: Class 25 contains 15825 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 53061 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34962 members 
Mstep: Class 31 contains 21755 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43316 members 
Mstep: Class 34 contains 6991 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9060 members 
Mstep: Class 40 contains 64464 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7141 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018808.000000 Penalty: 89796.125000
Iteration 417Q: 46 clusters Score -8.101881e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58048 members 
Mstep: Class 2 contains 40708 members 
Mstep: Class 3 contains 11358 members 
Mstep: Class 4 contains 2554 members 
Mstep: Class 5 contains 68018 members 
Mstep: Class 6 contains 37048 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5707 members 
Mstep: Class 9 contains 8454 members 
Mstep: Class 10 contains 9568 members 
Mstep: Class 11 contains 9298 members 
Mstep: Class 12 contains 2898 members 
Mstep: Class 13 contains 10174 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 12037 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24036 members 
Mstep: Class 18 contains 11514 members 
Mstep: Class 19 contains 4406 members 
Mstep: Class 20 contains 35876 members 
Mstep: Class 21 contains 8911 members 
Mstep: Class 22 contains 5363 members 
Mstep: Class 23 contains 22134 members 
Mstep: Class 24 contains 5566 members 
Mstep: Class 25 contains 15821 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 53037 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34961 members 
Mstep: Class 31 contains 21755 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43316 members 
Mstep: Class 34 contains 6994 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9067 members 
Mstep: Class 40 contains 64486 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7141 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018872.000000 Penalty: 89796.125000
Iteration 418Q: 46 clusters Score -8.101887e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58067 members 
Mstep: Class 2 contains 40711 members 
Mstep: Class 3 contains 11343 members 
Mstep: Class 4 contains 2554 members 
Mstep: Class 5 contains 68017 members 
Mstep: Class 6 contains 37039 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5703 members 
Mstep: Class 9 contains 8454 members 
Mstep: Class 10 contains 9568 members 
Mstep: Class 11 contains 9298 members 
Mstep: Class 12 contains 2898 members 
Mstep: Class 13 contains 10174 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 12035 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24032 members 
Mstep: Class 18 contains 11517 members 
Mstep: Class 19 contains 4407 members 
Mstep: Class 20 contains 35875 members 
Mstep: Class 21 contains 8911 members 
Mstep: Class 22 contains 5363 members 
Mstep: Class 23 contains 22135 members 
Mstep: Class 24 contains 5566 members 
Mstep: Class 25 contains 15818 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 53015 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34961 members 
Mstep: Class 31 contains 21756 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43322 members 
Mstep: Class 34 contains 6995 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9073 members 
Mstep: Class 40 contains 64506 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7141 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018816.000000 Penalty: 89796.125000
Iteration 419Q: 46 clusters Score -8.101882e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58075 members 
Mstep: Class 2 contains 40716 members 
Mstep: Class 3 contains 11332 members 
Mstep: Class 4 contains 2554 members 
Mstep: Class 5 contains 68020 members 
Mstep: Class 6 contains 37038 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5703 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 9569 members 
Mstep: Class 11 contains 9298 members 
Mstep: Class 12 contains 2898 members 
Mstep: Class 13 contains 10175 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 12034 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24028 members 
Mstep: Class 18 contains 11517 members 
Mstep: Class 19 contains 4403 members 
Mstep: Class 20 contains 35874 members 
Mstep: Class 21 contains 8911 members 
Mstep: Class 22 contains 5362 members 
Mstep: Class 23 contains 22135 members 
Mstep: Class 24 contains 5565 members 
Mstep: Class 25 contains 15815 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 52996 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34961 members 
Mstep: Class 31 contains 21756 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43326 members 
Mstep: Class 34 contains 6997 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9082 members 
Mstep: Class 40 contains 64520 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7141 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018960.000000 Penalty: 89796.125000
Iteration 420F: 46 clusters Score -8.101896e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58084 members 
Mstep: Class 2 contains 40716 members 
Mstep: Class 3 contains 11326 members 
Mstep: Class 4 contains 2554 members 
Mstep: Class 5 contains 68022 members 
Mstep: Class 6 contains 37038 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5703 members 
Mstep: Class 9 contains 8453 members 
Mstep: Class 10 contains 9569 members 
Mstep: Class 11 contains 9298 members 
Mstep: Class 12 contains 2898 members 
Mstep: Class 13 contains 10175 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 12034 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24023 members 
Mstep: Class 18 contains 11519 members 
Mstep: Class 19 contains 4404 members 
Mstep: Class 20 contains 35874 members 
Mstep: Class 21 contains 8912 members 
Mstep: Class 22 contains 5361 members 
Mstep: Class 23 contains 22135 members 
Mstep: Class 24 contains 5563 members 
Mstep: Class 25 contains 15812 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 52979 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34963 members 
Mstep: Class 31 contains 21756 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43323 members 
Mstep: Class 34 contains 6999 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9089 members 
Mstep: Class 40 contains 64531 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7141 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018936.000000 Penalty: 89796.125000
Iteration 421Q: 46 clusters Score -8.101894e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58094 members 
Mstep: Class 2 contains 40717 members 
Mstep: Class 3 contains 11322 members 
Mstep: Class 4 contains 2554 members 
Mstep: Class 5 contains 68024 members 
Mstep: Class 6 contains 37030 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5703 members 
Mstep: Class 9 contains 8454 members 
Mstep: Class 10 contains 9570 members 
Mstep: Class 11 contains 9298 members 
Mstep: Class 12 contains 2898 members 
Mstep: Class 13 contains 10173 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 12035 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24019 members 
Mstep: Class 18 contains 11520 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 35874 members 
Mstep: Class 21 contains 8912 members 
Mstep: Class 22 contains 5361 members 
Mstep: Class 23 contains 22135 members 
Mstep: Class 24 contains 5562 members 
Mstep: Class 25 contains 15815 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 52954 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34964 members 
Mstep: Class 31 contains 21755 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43323 members 
Mstep: Class 34 contains 7001 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9093 members 
Mstep: Class 40 contains 64548 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7141 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018976.000000 Penalty: 89796.125000
Iteration 422Q: 46 clusters Score -8.101898e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58105 members 
Mstep: Class 2 contains 40716 members 
Mstep: Class 3 contains 11318 members 
Mstep: Class 4 contains 2554 members 
Mstep: Class 5 contains 68030 members 
Mstep: Class 6 contains 37022 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5703 members 
Mstep: Class 9 contains 8456 members 
Mstep: Class 10 contains 9570 members 
Mstep: Class 11 contains 9298 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 10173 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 12035 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24013 members 
Mstep: Class 18 contains 11521 members 
Mstep: Class 19 contains 4406 members 
Mstep: Class 20 contains 35874 members 
Mstep: Class 21 contains 8912 members 
Mstep: Class 22 contains 5361 members 
Mstep: Class 23 contains 22135 members 
Mstep: Class 24 contains 5561 members 
Mstep: Class 25 contains 15815 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 52936 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34962 members 
Mstep: Class 31 contains 21756 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43317 members 
Mstep: Class 34 contains 7001 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9095 members 
Mstep: Class 40 contains 64572 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7141 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018936.000000 Penalty: 89796.125000
Iteration 423Q: 46 clusters Score -8.101894e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58120 members 
Mstep: Class 2 contains 40716 members 
Mstep: Class 3 contains 11305 members 
Mstep: Class 4 contains 2554 members 
Mstep: Class 5 contains 68033 members 
Mstep: Class 6 contains 37021 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5703 members 
Mstep: Class 9 contains 8459 members 
Mstep: Class 10 contains 9570 members 
Mstep: Class 11 contains 9298 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 10174 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 12035 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24012 members 
Mstep: Class 18 contains 11521 members 
Mstep: Class 19 contains 4407 members 
Mstep: Class 20 contains 35873 members 
Mstep: Class 21 contains 8912 members 
Mstep: Class 22 contains 5361 members 
Mstep: Class 23 contains 22135 members 
Mstep: Class 24 contains 5561 members 
Mstep: Class 25 contains 15813 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 52908 members 
Mstep: Class 28 contains 4808 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34962 members 
Mstep: Class 31 contains 21756 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43318 members 
Mstep: Class 34 contains 7002 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9093 members 
Mstep: Class 40 contains 64596 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7141 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018912.000000 Penalty: 89796.125000
Iteration 424Q: 46 clusters Score -8.101891e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58137 members 
Mstep: Class 2 contains 40716 members 
Mstep: Class 3 contains 11294 members 
Mstep: Class 4 contains 2554 members 
Mstep: Class 5 contains 68033 members 
Mstep: Class 6 contains 37019 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5703 members 
Mstep: Class 9 contains 8460 members 
Mstep: Class 10 contains 9570 members 
Mstep: Class 11 contains 9298 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 10174 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 12035 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24010 members 
Mstep: Class 18 contains 11520 members 
Mstep: Class 19 contains 4408 members 
Mstep: Class 20 contains 35874 members 
Mstep: Class 21 contains 8912 members 
Mstep: Class 22 contains 5361 members 
Mstep: Class 23 contains 22135 members 
Mstep: Class 24 contains 5560 members 
Mstep: Class 25 contains 15814 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 52883 members 
Mstep: Class 28 contains 4808 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34962 members 
Mstep: Class 31 contains 21756 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43316 members 
Mstep: Class 34 contains 7003 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9093 members 
Mstep: Class 40 contains 64617 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7142 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018824.000000 Penalty: 89796.125000
Iteration 425Q: 46 clusters Score -8.101882e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58147 members 
Mstep: Class 2 contains 40716 members 
Mstep: Class 3 contains 11291 members 
Mstep: Class 4 contains 2554 members 
Mstep: Class 5 contains 68033 members 
Mstep: Class 6 contains 37018 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5704 members 
Mstep: Class 9 contains 8461 members 
Mstep: Class 10 contains 9570 members 
Mstep: Class 11 contains 9298 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 10174 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 12036 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24011 members 
Mstep: Class 18 contains 11519 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 35875 members 
Mstep: Class 21 contains 8912 members 
Mstep: Class 22 contains 5361 members 
Mstep: Class 23 contains 22135 members 
Mstep: Class 24 contains 5559 members 
Mstep: Class 25 contains 15815 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 52865 members 
Mstep: Class 28 contains 4808 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34964 members 
Mstep: Class 31 contains 21756 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43308 members 
Mstep: Class 34 contains 7003 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9095 members 
Mstep: Class 40 contains 64632 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7142 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018792.000000 Penalty: 89796.125000
Iteration 426Q: 46 clusters Score -8.101879e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58150 members 
Mstep: Class 2 contains 40716 members 
Mstep: Class 3 contains 11292 members 
Mstep: Class 4 contains 2553 members 
Mstep: Class 5 contains 68033 members 
Mstep: Class 6 contains 37021 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5704 members 
Mstep: Class 9 contains 8462 members 
Mstep: Class 10 contains 9569 members 
Mstep: Class 11 contains 9298 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 10174 members 
Mstep: Class 14 contains 1728 members 
Mstep: Class 15 contains 12035 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24012 members 
Mstep: Class 18 contains 11518 members 
Mstep: Class 19 contains 4407 members 
Mstep: Class 20 contains 35876 members 
Mstep: Class 21 contains 8912 members 
Mstep: Class 22 contains 5359 members 
Mstep: Class 23 contains 22135 members 
Mstep: Class 24 contains 5560 members 
Mstep: Class 25 contains 15813 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 52857 members 
Mstep: Class 28 contains 4808 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34963 members 
Mstep: Class 31 contains 21756 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43300 members 
Mstep: Class 34 contains 7003 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9098 members 
Mstep: Class 40 contains 64641 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7142 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018776.000000 Penalty: 89796.125000
Iteration 427Q: 46 clusters Score -8.101878e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58157 members 
Mstep: Class 2 contains 40718 members 
Mstep: Class 3 contains 11299 members 
Mstep: Class 4 contains 2552 members 
Mstep: Class 5 contains 68034 members 
Mstep: Class 6 contains 37020 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5704 members 
Mstep: Class 9 contains 8463 members 
Mstep: Class 10 contains 9569 members 
Mstep: Class 11 contains 9298 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 10174 members 
Mstep: Class 14 contains 1729 members 
Mstep: Class 15 contains 12035 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24012 members 
Mstep: Class 18 contains 11518 members 
Mstep: Class 19 contains 4407 members 
Mstep: Class 20 contains 35875 members 
Mstep: Class 21 contains 8912 members 
Mstep: Class 22 contains 5358 members 
Mstep: Class 23 contains 22135 members 
Mstep: Class 24 contains 5561 members 
Mstep: Class 25 contains 15810 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 52841 members 
Mstep: Class 28 contains 4808 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34963 members 
Mstep: Class 31 contains 21756 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43301 members 
Mstep: Class 34 contains 7003 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9100 members 
Mstep: Class 40 contains 64641 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7142 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018832.000000 Penalty: 89796.125000
Iteration 428Q: 46 clusters Score -8.101883e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58169 members 
Mstep: Class 2 contains 40720 members 
Mstep: Class 3 contains 11299 members 
Mstep: Class 4 contains 2552 members 
Mstep: Class 5 contains 68034 members 
Mstep: Class 6 contains 37020 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5704 members 
Mstep: Class 9 contains 8463 members 
Mstep: Class 10 contains 9568 members 
Mstep: Class 11 contains 9298 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 10174 members 
Mstep: Class 14 contains 1729 members 
Mstep: Class 15 contains 12035 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24012 members 
Mstep: Class 18 contains 11518 members 
Mstep: Class 19 contains 4406 members 
Mstep: Class 20 contains 35875 members 
Mstep: Class 21 contains 8912 members 
Mstep: Class 22 contains 5357 members 
Mstep: Class 23 contains 22135 members 
Mstep: Class 24 contains 5559 members 
Mstep: Class 25 contains 15811 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 52824 members 
Mstep: Class 28 contains 4808 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34964 members 
Mstep: Class 31 contains 21756 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43301 members 
Mstep: Class 34 contains 7003 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9097 members 
Mstep: Class 40 contains 64650 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7142 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018768.000000 Penalty: 89796.125000
Iteration 429Q: 46 clusters Score -8.101877e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58172 members 
Mstep: Class 2 contains 40722 members 
Mstep: Class 3 contains 11299 members 
Mstep: Class 4 contains 2552 members 
Mstep: Class 5 contains 68034 members 
Mstep: Class 6 contains 37021 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5704 members 
Mstep: Class 9 contains 8463 members 
Mstep: Class 10 contains 9569 members 
Mstep: Class 11 contains 9298 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 10174 members 
Mstep: Class 14 contains 1729 members 
Mstep: Class 15 contains 12035 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24012 members 
Mstep: Class 18 contains 11520 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 35875 members 
Mstep: Class 21 contains 8912 members 
Mstep: Class 22 contains 5355 members 
Mstep: Class 23 contains 22135 members 
Mstep: Class 24 contains 5559 members 
Mstep: Class 25 contains 15810 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 52809 members 
Mstep: Class 28 contains 4808 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34964 members 
Mstep: Class 31 contains 21756 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43301 members 
Mstep: Class 34 contains 7003 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9105 members 
Mstep: Class 40 contains 64652 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7142 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018832.000000 Penalty: 89796.125000
Iteration 430Q: 46 clusters Score -8.101883e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58175 members 
Mstep: Class 2 contains 40722 members 
Mstep: Class 3 contains 11302 members 
Mstep: Class 4 contains 2552 members 
Mstep: Class 5 contains 68033 members 
Mstep: Class 6 contains 37023 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5703 members 
Mstep: Class 9 contains 8462 members 
Mstep: Class 10 contains 9569 members 
Mstep: Class 11 contains 9298 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 10174 members 
Mstep: Class 14 contains 1729 members 
Mstep: Class 15 contains 12035 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24012 members 
Mstep: Class 18 contains 11520 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 35876 members 
Mstep: Class 21 contains 8912 members 
Mstep: Class 22 contains 5354 members 
Mstep: Class 23 contains 22135 members 
Mstep: Class 24 contains 5559 members 
Mstep: Class 25 contains 15809 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 52790 members 
Mstep: Class 28 contains 4808 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34965 members 
Mstep: Class 31 contains 21756 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43312 members 
Mstep: Class 34 contains 7003 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9110 members 
Mstep: Class 40 contains 64650 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7142 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018912.000000 Penalty: 89796.125000
Iteration 431Q: 46 clusters Score -8.101891e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58182 members 
Mstep: Class 2 contains 40722 members 
Mstep: Class 3 contains 11304 members 
Mstep: Class 4 contains 2552 members 
Mstep: Class 5 contains 68033 members 
Mstep: Class 6 contains 37024 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5703 members 
Mstep: Class 9 contains 8462 members 
Mstep: Class 10 contains 9569 members 
Mstep: Class 11 contains 9298 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 10174 members 
Mstep: Class 14 contains 1730 members 
Mstep: Class 15 contains 12035 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24012 members 
Mstep: Class 18 contains 11520 members 
Mstep: Class 19 contains 4406 members 
Mstep: Class 20 contains 35877 members 
Mstep: Class 21 contains 8912 members 
Mstep: Class 22 contains 5354 members 
Mstep: Class 23 contains 22135 members 
Mstep: Class 24 contains 5559 members 
Mstep: Class 25 contains 15809 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 52761 members 
Mstep: Class 28 contains 4808 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34965 members 
Mstep: Class 31 contains 21756 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43324 members 
Mstep: Class 34 contains 7003 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9115 members 
Mstep: Class 40 contains 64649 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7142 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018952.000000 Penalty: 89796.125000
Iteration 432Q: 46 clusters Score -8.101895e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58196 members 
Mstep: Class 2 contains 40717 members 
Mstep: Class 3 contains 11304 members 
Mstep: Class 4 contains 2552 members 
Mstep: Class 5 contains 68033 members 
Mstep: Class 6 contains 37027 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5702 members 
Mstep: Class 9 contains 8462 members 
Mstep: Class 10 contains 9569 members 
Mstep: Class 11 contains 9298 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 10174 members 
Mstep: Class 14 contains 1731 members 
Mstep: Class 15 contains 12035 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24013 members 
Mstep: Class 18 contains 11520 members 
Mstep: Class 19 contains 4406 members 
Mstep: Class 20 contains 35877 members 
Mstep: Class 21 contains 8912 members 
Mstep: Class 22 contains 5354 members 
Mstep: Class 23 contains 22135 members 
Mstep: Class 24 contains 5559 members 
Mstep: Class 25 contains 15808 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 52738 members 
Mstep: Class 28 contains 4808 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34965 members 
Mstep: Class 31 contains 21756 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43336 members 
Mstep: Class 34 contains 7003 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9115 members 
Mstep: Class 40 contains 64648 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7142 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018800.000000 Penalty: 89796.125000
Iteration 433Q: 46 clusters Score -8.10188e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58205 members 
Mstep: Class 2 contains 40716 members 
Mstep: Class 3 contains 11303 members 
Mstep: Class 4 contains 2552 members 
Mstep: Class 5 contains 68033 members 
Mstep: Class 6 contains 37028 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5702 members 
Mstep: Class 9 contains 8463 members 
Mstep: Class 10 contains 9569 members 
Mstep: Class 11 contains 9298 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 10174 members 
Mstep: Class 14 contains 1731 members 
Mstep: Class 15 contains 12035 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24015 members 
Mstep: Class 18 contains 11521 members 
Mstep: Class 19 contains 4406 members 
Mstep: Class 20 contains 35877 members 
Mstep: Class 21 contains 8912 members 
Mstep: Class 22 contains 5354 members 
Mstep: Class 23 contains 22135 members 
Mstep: Class 24 contains 5559 members 
Mstep: Class 25 contains 15806 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 52708 members 
Mstep: Class 28 contains 4808 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34965 members 
Mstep: Class 31 contains 21756 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43348 members 
Mstep: Class 34 contains 7003 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9117 members 
Mstep: Class 40 contains 64653 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7143 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018888.000000 Penalty: 89796.125000
Iteration 434Q: 46 clusters Score -8.101889e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58213 members 
Mstep: Class 2 contains 40716 members 
Mstep: Class 3 contains 11302 members 
Mstep: Class 4 contains 2552 members 
Mstep: Class 5 contains 68033 members 
Mstep: Class 6 contains 37027 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5702 members 
Mstep: Class 9 contains 8463 members 
Mstep: Class 10 contains 9569 members 
Mstep: Class 11 contains 9298 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 10174 members 
Mstep: Class 14 contains 1731 members 
Mstep: Class 15 contains 12035 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24016 members 
Mstep: Class 18 contains 11521 members 
Mstep: Class 19 contains 4406 members 
Mstep: Class 20 contains 35877 members 
Mstep: Class 21 contains 8912 members 
Mstep: Class 22 contains 5354 members 
Mstep: Class 23 contains 22135 members 
Mstep: Class 24 contains 5559 members 
Mstep: Class 25 contains 15807 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 52671 members 
Mstep: Class 28 contains 4808 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34968 members 
Mstep: Class 31 contains 21756 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43363 members 
Mstep: Class 34 contains 7003 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9119 members 
Mstep: Class 40 contains 64662 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7143 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018800.000000 Penalty: 89796.125000
Iteration 435Q: 46 clusters Score -8.10188e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58218 members 
Mstep: Class 2 contains 40718 members 
Mstep: Class 3 contains 11301 members 
Mstep: Class 4 contains 2552 members 
Mstep: Class 5 contains 68035 members 
Mstep: Class 6 contains 37027 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5702 members 
Mstep: Class 9 contains 8463 members 
Mstep: Class 10 contains 9569 members 
Mstep: Class 11 contains 9298 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 10174 members 
Mstep: Class 14 contains 1731 members 
Mstep: Class 15 contains 12035 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24016 members 
Mstep: Class 18 contains 11521 members 
Mstep: Class 19 contains 4407 members 
Mstep: Class 20 contains 35877 members 
Mstep: Class 21 contains 8912 members 
Mstep: Class 22 contains 5354 members 
Mstep: Class 23 contains 22135 members 
Mstep: Class 24 contains 5559 members 
Mstep: Class 25 contains 15805 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 52641 members 
Mstep: Class 28 contains 4808 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34968 members 
Mstep: Class 31 contains 21756 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43377 members 
Mstep: Class 34 contains 7003 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9119 members 
Mstep: Class 40 contains 64671 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7143 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018840.000000 Penalty: 89796.125000
Iteration 436Q: 46 clusters Score -8.101884e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58227 members 
Mstep: Class 2 contains 40718 members 
Mstep: Class 3 contains 11300 members 
Mstep: Class 4 contains 2552 members 
Mstep: Class 5 contains 68034 members 
Mstep: Class 6 contains 37028 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5703 members 
Mstep: Class 9 contains 8463 members 
Mstep: Class 10 contains 9569 members 
Mstep: Class 11 contains 9298 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 10174 members 
Mstep: Class 14 contains 1731 members 
Mstep: Class 15 contains 12033 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24016 members 
Mstep: Class 18 contains 11521 members 
Mstep: Class 19 contains 4407 members 
Mstep: Class 20 contains 35877 members 
Mstep: Class 21 contains 8912 members 
Mstep: Class 22 contains 5353 members 
Mstep: Class 23 contains 22135 members 
Mstep: Class 24 contains 5559 members 
Mstep: Class 25 contains 15804 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 52611 members 
Mstep: Class 28 contains 4808 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34968 members 
Mstep: Class 31 contains 21757 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43393 members 
Mstep: Class 34 contains 7003 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9122 members 
Mstep: Class 40 contains 64676 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7143 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018816.000000 Penalty: 89796.125000
Iteration 437Q: 46 clusters Score -8.101882e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58237 members 
Mstep: Class 2 contains 40719 members 
Mstep: Class 3 contains 11299 members 
Mstep: Class 4 contains 2552 members 
Mstep: Class 5 contains 68034 members 
Mstep: Class 6 contains 37029 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5704 members 
Mstep: Class 9 contains 8463 members 
Mstep: Class 10 contains 9569 members 
Mstep: Class 11 contains 9298 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 10174 members 
Mstep: Class 14 contains 1731 members 
Mstep: Class 15 contains 12033 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24016 members 
Mstep: Class 18 contains 11521 members 
Mstep: Class 19 contains 4407 members 
Mstep: Class 20 contains 35877 members 
Mstep: Class 21 contains 8912 members 
Mstep: Class 22 contains 5352 members 
Mstep: Class 23 contains 22135 members 
Mstep: Class 24 contains 5559 members 
Mstep: Class 25 contains 15807 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 52581 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34968 members 
Mstep: Class 31 contains 21757 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43400 members 
Mstep: Class 34 contains 7003 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9122 members 
Mstep: Class 40 contains 64684 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7143 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018760.000000 Penalty: 89796.125000
Iteration 438Q: 46 clusters Score -8.101876e+07 nChanged 50
Entering ConstructFrom: 
Score: -81018760.000000 Penalty: 89796.125000
Entering ConstructFrom: 
Trying to split cluster 1 (58236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58236 members 
Entering Unmasked Estep 
Score: -7410979.500000 Penalty: 1632.672119
	Iteration 0F: 2 clusters Score -7410980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29124 members 
Mstep: Class 2 contains 29112 members 
Entering Unmasked Estep 
Score: -7374440.000000 Penalty: 3265.344238
	Iteration 0F: 3 clusters Score -7374440 nChanged 27119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28963 members 
Mstep: Class 2 contains 29273 members 
Entering Unmasked Estep 
Score: -7389417.500000 Penalty: 3265.344238
	Iteration 1F: 3 clusters Score -7389418 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28821 members 
Mstep: Class 2 contains 29415 members 
Entering Unmasked Estep 
Score: -7389940.000000 Penalty: 3265.344238
	Iteration 2Q: 3 clusters Score -7389940 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28456 members 
Mstep: Class 2 contains 29780 members 
Entering Unmasked Estep 
Score: -7390475.500000 Penalty: 3265.344238
	Iteration 3Q: 3 clusters Score -7390476 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27961 members 
Mstep: Class 2 contains 30275 members 
Entering Unmasked Estep 
Score: -7390993.000000 Penalty: 3265.344238
	Iteration 4Q: 3 clusters Score -7390993 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27317 members 
Mstep: Class 2 contains 30919 members 
Entering Unmasked Estep 
Score: -7391474.000000 Penalty: 3265.344238
	Iteration 5Q: 3 clusters Score -7391474 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26277 members 
Mstep: Class 2 contains 31959 members 
Entering Unmasked Estep 
Score: -7392085.000000 Penalty: 3265.344238
	Iteration 6Q: 3 clusters Score -7392085 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24907 members 
Mstep: Class 2 contains 33329 members 
Entering Unmasked Estep 
Score: -7392713.500000 Penalty: 3265.344238
	Iteration 7Q: 3 clusters Score -7392714 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23098 members 
Mstep: Class 2 contains 35138 members 
Entering Unmasked Estep 
Score: -7393544.000000 Penalty: 3265.344238
	Iteration 8Q: 3 clusters Score -7393544 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Mstep: Class 2 contains 37519 members 
Entering Unmasked Estep 
Score: -7394756.000000 Penalty: 3265.344238
	Iteration 9Q: 3 clusters Score -7394756 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 40487 members 
Entering Unmasked Estep 
Score: -7396390.000000 Penalty: 3265.344238
	Iteration 10F: 3 clusters Score -7396390 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 43993 members 
Entering Unmasked Estep 
Score: -7398561.000000 Penalty: 3265.344238
	Iteration 11F: 3 clusters Score -7398561 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 47753 members 
Entering Unmasked Estep 
Score: -7401098.000000 Penalty: 3265.344238
	Iteration 12F: 3 clusters Score -7401098 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 51200 members 
Entering Unmasked Estep 
Score: -7403761.500000 Penalty: 3265.344238
	Iteration 13F: 3 clusters Score -7403762 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 54019 members 
Entering Unmasked Estep 
Score: -7406072.500000 Penalty: 3265.344238
	Iteration 14Q: 3 clusters Score -7406072 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 55925 members 
Entering Unmasked Estep 
Score: -7407721.000000 Penalty: 3265.344238
	Iteration 15Q: 3 clusters Score -7407721 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 57010 members 
Entering Unmasked Estep 
Score: -7408651.000000 Penalty: 3265.344238
	Iteration 16Q: 3 clusters Score -7408651 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 57537 members 
Entering Unmasked Estep 
Score: -7409155.000000 Penalty: 3265.344238
	Iteration 17Q: 3 clusters Score -7409155 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 57764 members 
Entering Unmasked Estep 
Score: -7409421.500000 Penalty: 3265.344238
	Iteration 18Q: 3 clusters Score -7409422 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 57856 members 
Entering Unmasked Estep 
Score: -7409525.500000 Penalty: 3265.344238
	Iteration 19Q: 3 clusters Score -7409526 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 57900 members 
Entering Unmasked Estep 
Score: -7409572.000000 Penalty: 3265.344238
	Iteration 20F: 3 clusters Score -7409572 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 57908 members 
Entering Unmasked Estep 
Score: -7409594.500000 Penalty: 3265.344238
	Iteration 21Q: 3 clusters Score -7409594 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 57919 members 
Entering Unmasked Estep 
Score: -7409614.000000 Penalty: 3265.344238
	Iteration 22Q: 3 clusters Score -7409614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 57923 members 
Entering Unmasked Estep 
Score: -7409617.000000 Penalty: 3265.344238
	Iteration 23Q: 3 clusters Score -7409617 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 57930 members 
Entering Unmasked Estep 
Score: -7409624.500000 Penalty: 3265.344238
	Iteration 24Q: 3 clusters Score -7409624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 57933 members 
Entering Unmasked Estep 
Score: -7409629.000000 Penalty: 3265.344238
	Iteration 25Q: 3 clusters Score -7409629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 57935 members 
Entering Unmasked Estep 
Score: -7409636.000000 Penalty: 3265.344238
	Iteration 26Q: 3 clusters Score -7409636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 57936 members 
Entering Unmasked Estep 
Score: -7409639.500000 Penalty: 3265.344238
	Iteration 27Q: 3 clusters Score -7409640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 57936 members 
Entering Unmasked Estep 
Score: -7409640.000000 Penalty: 3265.344238
	Iteration 28Q: 3 clusters Score -7409640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 57936 members 
Entering Unmasked Estep 
Score: -7409637.000000 Penalty: 3265.344238
	Iteration 29Q: 3 clusters Score -7409637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 57936 members 
Entering Unmasked Estep 
Score: -7409637.000000 Penalty: 3265.344238
	Iteration 30F: 3 clusters Score -7409637 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (40717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40717 members 
Entering Unmasked Estep 
Score: -5003440.000000 Penalty: 1579.422852
	Iteration 0F: 2 clusters Score -5003440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -4976994.000000 Penalty: 3158.845703
	Iteration 0F: 3 clusters Score -4976994 nChanged 18633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20269 members 
Mstep: Class 2 contains 20448 members 
Entering Unmasked Estep 
Score: -4987513.000000 Penalty: 3158.845703
	Iteration 1F: 3 clusters Score -4987513 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20085 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -4988166.500000 Penalty: 3158.845703
	Iteration 2Q: 3 clusters Score -4988166 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -4988865.000000 Penalty: 3158.845703
	Iteration 3Q: 3 clusters Score -4988865 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -4989691.500000 Penalty: 3158.845703
	Iteration 4Q: 3 clusters Score -4989692 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 22356 members 
Entering Unmasked Estep 
Score: -4990677.500000 Penalty: 3158.845703
	Iteration 5F: 3 clusters Score -4990678 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 23284 members 
Entering Unmasked Estep 
Score: -4991905.000000 Penalty: 3158.845703
	Iteration 6F: 3 clusters Score -4991905 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 24293 members 
Entering Unmasked Estep 
Score: -4993356.000000 Penalty: 3158.845703
	Iteration 7F: 3 clusters Score -4993356 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 25215 members 
Entering Unmasked Estep 
Score: -4994783.500000 Penalty: 3158.845703
	Iteration 8F: 3 clusters Score -4994784 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 25921 members 
Entering Unmasked Estep 
Score: -4996062.500000 Penalty: 3158.845703
	Iteration 9F: 3 clusters Score -4996062 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 26482 members 
Entering Unmasked Estep 
Score: -4997055.500000 Penalty: 3158.845703
	Iteration 10Q: 3 clusters Score -4997056 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 26977 members 
Entering Unmasked Estep 
Score: -4997701.000000 Penalty: 3158.845703
	Iteration 11Q: 3 clusters Score -4997701 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 27365 members 
Entering Unmasked Estep 
Score: -4998027.500000 Penalty: 3158.845703
	Iteration 12Q: 3 clusters Score -4998028 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 27773 members 
Entering Unmasked Estep 
Score: -4998287.000000 Penalty: 3158.845703
	Iteration 13Q: 3 clusters Score -4998287 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 28223 members 
Entering Unmasked Estep 
Score: -4998467.500000 Penalty: 3158.845703
	Iteration 14Q: 3 clusters Score -4998468 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 28676 members 
Entering Unmasked Estep 
Score: -4998669.000000 Penalty: 3158.845703
	Iteration 15Q: 3 clusters Score -4998669 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 29123 members 
Entering Unmasked Estep 
Score: -4998810.000000 Penalty: 3158.845703
	Iteration 16Q: 3 clusters Score -4998810 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 29576 members 
Entering Unmasked Estep 
Score: -4998954.000000 Penalty: 3158.845703
	Iteration 17Q: 3 clusters Score -4998954 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 30027 members 
Entering Unmasked Estep 
Score: -4999091.500000 Penalty: 3158.845703
	Iteration 18Q: 3 clusters Score -4999092 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 30454 members 
Entering Unmasked Estep 
Score: -4999271.000000 Penalty: 3158.845703
	Iteration 19Q: 3 clusters Score -4999271 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 30907 members 
Entering Unmasked Estep 
Score: -4999417.500000 Penalty: 3158.845703
	Iteration 20F: 3 clusters Score -4999418 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 31327 members 
Entering Unmasked Estep 
Score: -4999545.500000 Penalty: 3158.845703
	Iteration 21Q: 3 clusters Score -4999546 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 31742 members 
Entering Unmasked Estep 
Score: -4999697.500000 Penalty: 3158.845703
	Iteration 22Q: 3 clusters Score -4999698 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 32157 members 
Entering Unmasked Estep 
Score: -4999829.000000 Penalty: 3158.845703
	Iteration 23Q: 3 clusters Score -4999829 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 32577 members 
Entering Unmasked Estep 
Score: -4999966.500000 Penalty: 3158.845703
	Iteration 24Q: 3 clusters Score -4999966 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 32986 members 
Entering Unmasked Estep 
Score: -5000104.500000 Penalty: 3158.845703
	Iteration 25Q: 3 clusters Score -5000104 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 33400 members 
Entering Unmasked Estep 
Score: -5000240.500000 Penalty: 3158.845703
	Iteration 26Q: 3 clusters Score -5000240 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 33804 members 
Entering Unmasked Estep 
Score: -5000376.500000 Penalty: 3158.845703
	Iteration 27Q: 3 clusters Score -5000376 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 34177 members 
Entering Unmasked Estep 
Score: -5000482.500000 Penalty: 3158.845703
	Iteration 28Q: 3 clusters Score -5000482 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 34523 members 
Entering Unmasked Estep 
Score: -5000628.500000 Penalty: 3158.845703
	Iteration 29Q: 3 clusters Score -5000628 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 34845 members 
Entering Unmasked Estep 
Score: -5000704.000000 Penalty: 3158.845703
	Iteration 30Q: 3 clusters Score -5000704 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 35131 members 
Entering Unmasked Estep 
Score: -5000783.500000 Penalty: 3158.845703
	Iteration 31Q: 3 clusters Score -5000784 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 35445 members 
Entering Unmasked Estep 
Score: -5000938.000000 Penalty: 3158.845703
	Iteration 32Q: 3 clusters Score -5000938 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 35730 members 
Entering Unmasked Estep 
Score: -5001053.000000 Penalty: 3158.845703
	Iteration 33Q: 3 clusters Score -5001053 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 36018 members 
Entering Unmasked Estep 
Score: -5001159.500000 Penalty: 3158.845703
	Iteration 34Q: 3 clusters Score -5001160 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 36296 members 
Entering Unmasked Estep 
Score: -5001255.000000 Penalty: 3158.845703
	Iteration 35Q: 3 clusters Score -5001255 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 36564 members 
Entering Unmasked Estep 
Score: -5001392.500000 Penalty: 3158.845703
	Iteration 36Q: 3 clusters Score -5001392 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 36804 members 
Entering Unmasked Estep 
Score: -5001512.000000 Penalty: 3158.845703
	Iteration 37Q: 3 clusters Score -5001512 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 37034 members 
Entering Unmasked Estep 
Score: -5001608.000000 Penalty: 3158.845703
	Iteration 38Q: 3 clusters Score -5001608 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 37236 members 
Entering Unmasked Estep 
Score: -5001701.000000 Penalty: 3158.845703
	Iteration 39Q: 3 clusters Score -5001701 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 37427 members 
Entering Unmasked Estep 
Score: -5001794.000000 Penalty: 3158.845703
	Iteration 40F: 3 clusters Score -5001794 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 37605 members 
Entering Unmasked Estep 
Score: -5001899.000000 Penalty: 3158.845703
	Iteration 41Q: 3 clusters Score -5001899 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 37757 members 
Entering Unmasked Estep 
Score: -5001967.000000 Penalty: 3158.845703
	Iteration 42Q: 3 clusters Score -5001967 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 37907 members 
Entering Unmasked Estep 
Score: -5002013.000000 Penalty: 3158.845703
	Iteration 43Q: 3 clusters Score -5002013 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 38012 members 
Entering Unmasked Estep 
Score: -5002063.500000 Penalty: 3158.845703
	Iteration 44Q: 3 clusters Score -5002064 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 38121 members 
Entering Unmasked Estep 
Score: -5002118.500000 Penalty: 3158.845703
	Iteration 45Q: 3 clusters Score -5002118 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 38225 members 
Entering Unmasked Estep 
Score: -5002192.500000 Penalty: 3158.845703
	Iteration 46Q: 3 clusters Score -5002192 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 38302 members 
Entering Unmasked Estep 
Score: -5002233.500000 Penalty: 3158.845703
	Iteration 47Q: 3 clusters Score -5002234 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 38380 members 
Entering Unmasked Estep 
Score: -5002288.000000 Penalty: 3158.845703
	Iteration 48Q: 3 clusters Score -5002288 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 38466 members 
Entering Unmasked Estep 
Score: -5002335.500000 Penalty: 3158.845703
	Iteration 49Q: 3 clusters Score -5002336 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 38522 members 
Entering Unmasked Estep 
Score: -5002382.000000 Penalty: 3158.845703
	Iteration 50Q: 3 clusters Score -5002382 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 38570 members 
Entering Unmasked Estep 
Score: -5002398.500000 Penalty: 3158.845703
	Iteration 51Q: 3 clusters Score -5002398 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 38598 members 
Entering Unmasked Estep 
Score: -5002404.500000 Penalty: 3158.845703
	Iteration 52Q: 3 clusters Score -5002404 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 38629 members 
Entering Unmasked Estep 
Score: -5002420.000000 Penalty: 3158.845703
	Iteration 53Q: 3 clusters Score -5002420 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 38652 members 
Entering Unmasked Estep 
Score: -5002424.000000 Penalty: 3158.845703
	Iteration 54Q: 3 clusters Score -5002424 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 38676 members 
Entering Unmasked Estep 
Score: -5002447.500000 Penalty: 3158.845703
	Iteration 55Q: 3 clusters Score -5002448 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 38702 members 
Entering Unmasked Estep 
Score: -5002444.500000 Penalty: 3158.845703
	Iteration 56Q: 3 clusters Score -5002444 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 38729 members 
Entering Unmasked Estep 
Score: -5002453.000000 Penalty: 3158.845703
	Iteration 57Q: 3 clusters Score -5002453 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 38753 members 
Entering Unmasked Estep 
Score: -5002459.500000 Penalty: 3158.845703
	Iteration 58Q: 3 clusters Score -5002460 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 38770 members 
Entering Unmasked Estep 
Score: -5002479.000000 Penalty: 3158.845703
	Iteration 59Q: 3 clusters Score -5002479 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 38777 members 
Entering Unmasked Estep 
Score: -5002484.500000 Penalty: 3158.845703
	Iteration 60F: 3 clusters Score -5002484 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 38791 members 
Entering Unmasked Estep 
Score: -5002487.000000 Penalty: 3158.845703
	Iteration 61Q: 3 clusters Score -5002487 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 38803 members 
Entering Unmasked Estep 
Score: -5002478.000000 Penalty: 3158.845703
	Iteration 62Q: 3 clusters Score -5002478 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 38817 members 
Entering Unmasked Estep 
Score: -5002485.500000 Penalty: 3158.845703
	Iteration 63Q: 3 clusters Score -5002486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 38829 members 
Entering Unmasked Estep 
Score: -5002509.500000 Penalty: 3158.845703
	Iteration 64Q: 3 clusters Score -5002510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 38838 members 
Entering Unmasked Estep 
Score: -5002511.500000 Penalty: 3158.845703
	Iteration 65Q: 3 clusters Score -5002512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 38847 members 
Entering Unmasked Estep 
Score: -5002515.500000 Penalty: 3158.845703
	Iteration 66Q: 3 clusters Score -5002516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 38854 members 
Entering Unmasked Estep 
Score: -5002513.500000 Penalty: 3158.845703
	Iteration 67Q: 3 clusters Score -5002514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 38859 members 
Entering Unmasked Estep 
Score: -5002509.500000 Penalty: 3158.845703
	Iteration 68Q: 3 clusters Score -5002510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 38865 members 
Entering Unmasked Estep 
Score: -5002527.500000 Penalty: 3158.845703
	Iteration 69Q: 3 clusters Score -5002528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 38870 members 
Entering Unmasked Estep 
Score: -5002535.500000 Penalty: 3158.845703
	Iteration 70Q: 3 clusters Score -5002536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 38874 members 
Entering Unmasked Estep 
Score: -5002531.000000 Penalty: 3158.845703
	Iteration 71Q: 3 clusters Score -5002531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 38877 members 
Entering Unmasked Estep 
Score: -5002522.500000 Penalty: 3158.845703
	Iteration 72Q: 3 clusters Score -5002522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 38881 members 
Entering Unmasked Estep 
Score: -5002520.000000 Penalty: 3158.845703
	Iteration 73Q: 3 clusters Score -5002520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 38885 members 
Entering Unmasked Estep 
Score: -5002521.000000 Penalty: 3158.845703
	Iteration 74Q: 3 clusters Score -5002521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 38887 members 
Entering Unmasked Estep 
Score: -5002527.000000 Penalty: 3158.845703
	Iteration 75Q: 3 clusters Score -5002527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 38887 members 
Entering Unmasked Estep 
Score: -5002530.500000 Penalty: 3158.845703
	Iteration 76Q: 3 clusters Score -5002530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 38891 members 
Entering Unmasked Estep 
Score: -5002535.000000 Penalty: 3158.845703
	Iteration 77Q: 3 clusters Score -5002535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 38896 members 
Entering Unmasked Estep 
Score: -5002540.500000 Penalty: 3158.845703
	Iteration 78Q: 3 clusters Score -5002540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 38898 members 
Entering Unmasked Estep 
Score: -5002542.500000 Penalty: 3158.845703
	Iteration 79Q: 3 clusters Score -5002542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 38899 members 
Entering Unmasked Estep 
Score: -5002545.500000 Penalty: 3158.845703
	Iteration 80F: 3 clusters Score -5002546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 38898 members 
Entering Unmasked Estep 
Score: -5002548.500000 Penalty: 3158.845703
	Iteration 81Q: 3 clusters Score -5002548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 38901 members 
Entering Unmasked Estep 
Score: -5002536.000000 Penalty: 3158.845703
	Iteration 82Q: 3 clusters Score -5002536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 38904 members 
Entering Unmasked Estep 
Score: -5002539.000000 Penalty: 3158.845703
	Iteration 83Q: 3 clusters Score -5002539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 38907 members 
Entering Unmasked Estep 
Score: -5002544.000000 Penalty: 3158.845703
	Iteration 84Q: 3 clusters Score -5002544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 38907 members 
Entering Unmasked Estep 
Score: -5002538.500000 Penalty: 3158.845703
	Iteration 85Q: 3 clusters Score -5002538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 38907 members 
Entering Unmasked Estep 
Score: -5002540.000000 Penalty: 3158.845703
	Iteration 86Q: 3 clusters Score -5002540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 38909 members 
Entering Unmasked Estep 
Score: -5002537.000000 Penalty: 3158.845703
	Iteration 87Q: 3 clusters Score -5002537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 38911 members 
Entering Unmasked Estep 
Score: -5002543.500000 Penalty: 3158.845703
	Iteration 88Q: 3 clusters Score -5002544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 38913 members 
Entering Unmasked Estep 
Score: -5002542.000000 Penalty: 3158.845703
	Iteration 89Q: 3 clusters Score -5002542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 38916 members 
Entering Unmasked Estep 
Score: -5002541.500000 Penalty: 3158.845703
	Iteration 90Q: 3 clusters Score -5002542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 38918 members 
Entering Unmasked Estep 
Score: -5002542.000000 Penalty: 3158.845703
	Iteration 91Q: 3 clusters Score -5002542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 38919 members 
Entering Unmasked Estep 
Score: -5002544.500000 Penalty: 3158.845703
	Iteration 92Q: 3 clusters Score -5002544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 38919 members 
Entering Unmasked Estep 
Score: -5002544.500000 Penalty: 3158.845703
	Iteration 93F: 3 clusters Score -5002544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11299 members 
Entering Unmasked Estep 
Score: -1424469.125000 Penalty: 1388.671509
	Iteration 0F: 2 clusters Score -1424469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1416955.500000 Penalty: 2777.343018
	Iteration 0F: 3 clusters Score -1416956 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1419406.500000 Penalty: 2777.343018
	Iteration 1F: 3 clusters Score -1419406 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1419668.875000 Penalty: 2777.343018
	Iteration 2F: 3 clusters Score -1419669 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1419873.375000 Penalty: 2777.343018
	Iteration 3Q: 3 clusters Score -1419873 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1420036.250000 Penalty: 2777.343018
	Iteration 4Q: 3 clusters Score -1420036 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1420171.750000 Penalty: 2777.343018
	Iteration 5Q: 3 clusters Score -1420172 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1420324.125000 Penalty: 2777.343018
	Iteration 6Q: 3 clusters Score -1420324 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1420502.500000 Penalty: 2777.343018
	Iteration 7Q: 3 clusters Score -1420502 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1420710.625000 Penalty: 2777.343018
	Iteration 8Q: 3 clusters Score -1420711 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1420977.000000 Penalty: 2777.343018
	Iteration 9Q: 3 clusters Score -1420977 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1421256.125000 Penalty: 2777.343018
	Iteration 10Q: 3 clusters Score -1421256 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1421520.250000 Penalty: 2777.343018
	Iteration 11Q: 3 clusters Score -1421520 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1421783.750000 Penalty: 2777.343018
	Iteration 12Q: 3 clusters Score -1421784 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1422026.000000 Penalty: 2777.343018
	Iteration 13Q: 3 clusters Score -1422026 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1422256.250000 Penalty: 2777.343018
	Iteration 14Q: 3 clusters Score -1422256 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -1422465.625000 Penalty: 2777.343018
	Iteration 15Q: 3 clusters Score -1422466 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1422674.250000 Penalty: 2777.343018
	Iteration 16Q: 3 clusters Score -1422674 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -1422851.625000 Penalty: 2777.343018
	Iteration 17Q: 3 clusters Score -1422852 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1423002.000000 Penalty: 2777.343018
	Iteration 18Q: 3 clusters Score -1423002 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -1423103.875000 Penalty: 2777.343018
	Iteration 19Q: 3 clusters Score -1423104 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1423164.375000 Penalty: 2777.343018
	Iteration 20F: 3 clusters Score -1423164 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -1423207.750000 Penalty: 2777.343018
	Iteration 21Q: 3 clusters Score -1423208 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -1423235.000000 Penalty: 2777.343018
	Iteration 22Q: 3 clusters Score -1423235 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -1423262.250000 Penalty: 2777.343018
	Iteration 23Q: 3 clusters Score -1423262 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -1423279.375000 Penalty: 2777.343018
	Iteration 24Q: 3 clusters Score -1423279 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -1423289.875000 Penalty: 2777.343018
	Iteration 25Q: 3 clusters Score -1423290 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1423302.750000 Penalty: 2777.343018
	Iteration 26Q: 3 clusters Score -1423303 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1423315.625000 Penalty: 2777.343018
	Iteration 27Q: 3 clusters Score -1423316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -1423324.250000 Penalty: 2777.343018
	Iteration 28Q: 3 clusters Score -1423324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -1423323.625000 Penalty: 2777.343018
	Iteration 29Q: 3 clusters Score -1423324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -1423324.625000 Penalty: 2777.343018
	Iteration 30Q: 3 clusters Score -1423325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -1423330.375000 Penalty: 2777.343018
	Iteration 31Q: 3 clusters Score -1423330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -1423330.500000 Penalty: 2777.343018
	Iteration 32Q: 3 clusters Score -1423330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -1423332.750000 Penalty: 2777.343018
	Iteration 33Q: 3 clusters Score -1423333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -1423336.500000 Penalty: 2777.343018
	Iteration 34Q: 3 clusters Score -1423336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -1423336.125000 Penalty: 2777.343018
	Iteration 35Q: 3 clusters Score -1423336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -1423339.500000 Penalty: 2777.343018
	Iteration 36Q: 3 clusters Score -1423340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1423339.750000 Penalty: 2777.343018
	Iteration 37Q: 3 clusters Score -1423340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1423339.750000 Penalty: 2777.343018
	Iteration 38F: 3 clusters Score -1423340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Entering Unmasked Estep 
Score: -276332.937500 Penalty: 1167.281372
	Iteration 0F: 2 clusters Score -276332.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -274155.062500 Penalty: 2334.562744
	Iteration 0F: 3 clusters Score -274155.1 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -274735.406250 Penalty: 2334.562744
	Iteration 1F: 3 clusters Score -274735.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -274903.000000 Penalty: 2334.562744
	Iteration 2F: 3 clusters Score -274903 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -274998.468750 Penalty: 2334.562744
	Iteration 3F: 3 clusters Score -274998.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -275049.781250 Penalty: 2334.562744
	Iteration 4Q: 3 clusters Score -275049.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -275096.812500 Penalty: 2334.562744
	Iteration 5Q: 3 clusters Score -275096.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -275134.718750 Penalty: 2334.562744
	Iteration 6Q: 3 clusters Score -275134.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -275170.656250 Penalty: 2334.562744
	Iteration 7Q: 3 clusters Score -275170.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -275200.343750 Penalty: 2334.562744
	Iteration 8Q: 3 clusters Score -275200.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -275236.812500 Penalty: 2334.562744
	Iteration 9Q: 3 clusters Score -275236.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -275262.906250 Penalty: 2334.562744
	Iteration 10Q: 3 clusters Score -275262.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -275295.343750 Penalty: 2334.562744
	Iteration 11Q: 3 clusters Score -275295.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -275322.093750 Penalty: 2334.562744
	Iteration 12Q: 3 clusters Score -275322.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -275347.312500 Penalty: 2334.562744
	Iteration 13Q: 3 clusters Score -275347.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -275381.750000 Penalty: 2334.562744
	Iteration 14Q: 3 clusters Score -275381.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -275406.468750 Penalty: 2334.562744
	Iteration 15Q: 3 clusters Score -275406.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -275440.093750 Penalty: 2334.562744
	Iteration 16Q: 3 clusters Score -275440.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -275494.406250 Penalty: 2334.562744
	Iteration 17Q: 3 clusters Score -275494.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -275572.031250 Penalty: 2334.562744
	Iteration 18Q: 3 clusters Score -275572 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -275647.843750 Penalty: 2334.562744
	Iteration 19Q: 3 clusters Score -275647.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -275717.468750 Penalty: 2334.562744
	Iteration 20F: 3 clusters Score -275717.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -275789.906250 Penalty: 2334.562744
	Iteration 21Q: 3 clusters Score -275789.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -275849.718750 Penalty: 2334.562744
	Iteration 22Q: 3 clusters Score -275849.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -275892.625000 Penalty: 2334.562744
	Iteration 23Q: 3 clusters Score -275892.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -275933.718750 Penalty: 2334.562744
	Iteration 24Q: 3 clusters Score -275933.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -275965.843750 Penalty: 2334.562744
	Iteration 25Q: 3 clusters Score -275965.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -275989.687500 Penalty: 2334.562744
	Iteration 26Q: 3 clusters Score -275989.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -276009.968750 Penalty: 2334.562744
	Iteration 27Q: 3 clusters Score -276010 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -276029.437500 Penalty: 2334.562744
	Iteration 28Q: 3 clusters Score -276029.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -276047.468750 Penalty: 2334.562744
	Iteration 29Q: 3 clusters Score -276047.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -276054.812500 Penalty: 2334.562744
	Iteration 30Q: 3 clusters Score -276054.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -276060.625000 Penalty: 2334.562744
	Iteration 31Q: 3 clusters Score -276060.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -276070.625000 Penalty: 2334.562744
	Iteration 32Q: 3 clusters Score -276070.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -276075.062500 Penalty: 2334.562744
	Iteration 33Q: 3 clusters Score -276075.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -276077.531250 Penalty: 2334.562744
	Iteration 34Q: 3 clusters Score -276077.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -276079.343750 Penalty: 2334.562744
	Iteration 35Q: 3 clusters Score -276079.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -276082.218750 Penalty: 2334.562744
	Iteration 36Q: 3 clusters Score -276082.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -276083.906250 Penalty: 2334.562744
	Iteration 37Q: 3 clusters Score -276083.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -276086.218750 Penalty: 2334.562744
	Iteration 38Q: 3 clusters Score -276086.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -276089.000000 Penalty: 2334.562744
	Iteration 39Q: 3 clusters Score -276089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -276090.187500 Penalty: 2334.562744
	Iteration 40F: 3 clusters Score -276090.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -276091.250000 Penalty: 2334.562744
	Iteration 41Q: 3 clusters Score -276091.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -276091.343750 Penalty: 2334.562744
	Iteration 42Q: 3 clusters Score -276091.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -276091.343750 Penalty: 2334.562744
	Iteration 43F: 3 clusters Score -276091.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (68033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68033 members 
Entering Unmasked Estep 
Score: -8472387.000000 Penalty: 1655.808960
	Iteration 0F: 2 clusters Score -8472387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33940 members 
Mstep: Class 2 contains 34093 members 
Entering Unmasked Estep 
Score: -8430171.000000 Penalty: 3311.617920
	Iteration 0F: 3 clusters Score -8430171 nChanged 31754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32956 members 
Mstep: Class 2 contains 35077 members 
Entering Unmasked Estep 
Score: -8448089.000000 Penalty: 3311.617920
	Iteration 1F: 3 clusters Score -8448089 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32585 members 
Mstep: Class 2 contains 35448 members 
Entering Unmasked Estep 
Score: -8448634.000000 Penalty: 3311.617920
	Iteration 2Q: 3 clusters Score -8448634 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32060 members 
Mstep: Class 2 contains 35973 members 
Entering Unmasked Estep 
Score: -8449088.000000 Penalty: 3311.617920
	Iteration 3Q: 3 clusters Score -8449088 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31363 members 
Mstep: Class 2 contains 36670 members 
Entering Unmasked Estep 
Score: -8449599.000000 Penalty: 3311.617920
	Iteration 4Q: 3 clusters Score -8449599 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30339 members 
Mstep: Class 2 contains 37694 members 
Entering Unmasked Estep 
Score: -8450144.000000 Penalty: 3311.617920
	Iteration 5Q: 3 clusters Score -8450144 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28965 members 
Mstep: Class 2 contains 39068 members 
Entering Unmasked Estep 
Score: -8450759.000000 Penalty: 3311.617920
	Iteration 6Q: 3 clusters Score -8450759 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26971 members 
Mstep: Class 2 contains 41062 members 
Entering Unmasked Estep 
Score: -8451631.000000 Penalty: 3311.617920
	Iteration 7Q: 3 clusters Score -8451631 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24287 members 
Mstep: Class 2 contains 43746 members 
Entering Unmasked Estep 
Score: -8452886.000000 Penalty: 3311.617920
	Iteration 8Q: 3 clusters Score -8452886 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 47313 members 
Entering Unmasked Estep 
Score: -8454951.000000 Penalty: 3311.617920
	Iteration 9F: 3 clusters Score -8454951 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 51591 members 
Entering Unmasked Estep 
Score: -8457677.000000 Penalty: 3311.617920
	Iteration 10F: 3 clusters Score -8457677 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 56155 members 
Entering Unmasked Estep 
Score: -8461066.000000 Penalty: 3311.617920
	Iteration 11F: 3 clusters Score -8461066 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 60224 members 
Entering Unmasked Estep 
Score: -8464488.000000 Penalty: 3311.617920
	Iteration 12F: 3 clusters Score -8464488 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 63256 members 
Entering Unmasked Estep 
Score: -8467070.000000 Penalty: 3311.617920
	Iteration 13Q: 3 clusters Score -8467070 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 65166 members 
Entering Unmasked Estep 
Score: -8468777.000000 Penalty: 3311.617920
	Iteration 14Q: 3 clusters Score -8468777 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 66207 members 
Entering Unmasked Estep 
Score: -8469749.000000 Penalty: 3311.617920
	Iteration 15Q: 3 clusters Score -8469749 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 66725 members 
Entering Unmasked Estep 
Score: -8470248.000000 Penalty: 3311.617920
	Iteration 16Q: 3 clusters Score -8470248 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 67000 members 
Entering Unmasked Estep 
Score: -8470525.000000 Penalty: 3311.617920
	Iteration 17Q: 3 clusters Score -8470525 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 67141 members 
Entering Unmasked Estep 
Score: -8470690.000000 Penalty: 3311.617920
	Iteration 18Q: 3 clusters Score -8470690 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 67206 members 
Entering Unmasked Estep 
Score: -8470771.000000 Penalty: 3311.617920
	Iteration 19Q: 3 clusters Score -8470771 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 67249 members 
Entering Unmasked Estep 
Score: -8470838.000000 Penalty: 3311.617920
	Iteration 20F: 3 clusters Score -8470838 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 67285 members 
Entering Unmasked Estep 
Score: -8470883.000000 Penalty: 3311.617920
	Iteration 21Q: 3 clusters Score -8470883 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 67319 members 
Entering Unmasked Estep 
Score: -8470918.000000 Penalty: 3311.617920
	Iteration 22Q: 3 clusters Score -8470918 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 67346 members 
Entering Unmasked Estep 
Score: -8470940.000000 Penalty: 3311.617920
	Iteration 23Q: 3 clusters Score -8470940 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 67373 members 
Entering Unmasked Estep 
Score: -8470969.000000 Penalty: 3311.617920
	Iteration 24Q: 3 clusters Score -8470969 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 67394 members 
Entering Unmasked Estep 
Score: -8470986.000000 Penalty: 3311.617920
	Iteration 25Q: 3 clusters Score -8470986 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 67401 members 
Entering Unmasked Estep 
Score: -8471012.000000 Penalty: 3311.617920
	Iteration 26Q: 3 clusters Score -8471012 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 67416 members 
Entering Unmasked Estep 
Score: -8471020.000000 Penalty: 3311.617920
	Iteration 27Q: 3 clusters Score -8471020 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 67427 members 
Entering Unmasked Estep 
Score: -8471025.000000 Penalty: 3311.617920
	Iteration 28Q: 3 clusters Score -8471025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 67432 members 
Entering Unmasked Estep 
Score: -8471028.000000 Penalty: 3311.617920
	Iteration 29Q: 3 clusters Score -8471028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 67434 members 
Entering Unmasked Estep 
Score: -8471033.000000 Penalty: 3311.617920
	Iteration 30Q: 3 clusters Score -8471033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 67435 members 
Entering Unmasked Estep 
Score: -8471034.000000 Penalty: 3311.617920
	Iteration 31Q: 3 clusters Score -8471034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 67435 members 
Entering Unmasked Estep 
Score: -8471045.000000 Penalty: 3311.617920
	Iteration 32Q: 3 clusters Score -8471045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 67436 members 
Entering Unmasked Estep 
Score: -8471047.000000 Penalty: 3311.617920
	Iteration 33Q: 3 clusters Score -8471047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 67436 members 
Entering Unmasked Estep 
Score: -8471047.000000 Penalty: 3311.617920
	Iteration 34F: 3 clusters Score -8471047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (37028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37028 members 
Entering Unmasked Estep 
Score: -4515056.000000 Penalty: 1565.291138
	Iteration 0F: 2 clusters Score -4515056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -4490894.000000 Penalty: 3130.582275
	Iteration 0F: 3 clusters Score -4490894 nChanged 16904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -4500339.500000 Penalty: 3130.582275
	Iteration 1F: 3 clusters Score -4500340 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -4500922.000000 Penalty: 3130.582275
	Iteration 2Q: 3 clusters Score -4500922 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -4501454.500000 Penalty: 3130.582275
	Iteration 3Q: 3 clusters Score -4501454 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 18639 members 
Entering Unmasked Estep 
Score: -4502040.500000 Penalty: 3130.582275
	Iteration 4Q: 3 clusters Score -4502040 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -4502688.500000 Penalty: 3130.582275
	Iteration 5Q: 3 clusters Score -4502688 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -4503468.500000 Penalty: 3130.582275
	Iteration 6Q: 3 clusters Score -4503468 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -4504322.000000 Penalty: 3130.582275
	Iteration 7Q: 3 clusters Score -4504322 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
Score: -4505502.000000 Penalty: 3130.582275
	Iteration 8F: 3 clusters Score -4505502 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -4506805.500000 Penalty: 3130.582275
	Iteration 9F: 3 clusters Score -4506806 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -4507945.500000 Penalty: 3130.582275
	Iteration 10F: 3 clusters Score -4507946 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -4508710.500000 Penalty: 3130.582275
	Iteration 11Q: 3 clusters Score -4508710 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -4509050.000000 Penalty: 3130.582275
	Iteration 12Q: 3 clusters Score -4509050 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -4509158.000000 Penalty: 3130.582275
	Iteration 13Q: 3 clusters Score -4509158 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -4509237.000000 Penalty: 3130.582275
	Iteration 14Q: 3 clusters Score -4509237 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -4509336.000000 Penalty: 3130.582275
	Iteration 15Q: 3 clusters Score -4509336 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -4509380.500000 Penalty: 3130.582275
	Iteration 16Q: 3 clusters Score -4509380 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -4509441.500000 Penalty: 3130.582275
	Iteration 17Q: 3 clusters Score -4509442 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -4509511.500000 Penalty: 3130.582275
	Iteration 18Q: 3 clusters Score -4509512 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -4509572.000000 Penalty: 3130.582275
	Iteration 19Q: 3 clusters Score -4509572 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -4509637.500000 Penalty: 3130.582275
	Iteration 20F: 3 clusters Score -4509638 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -4509712.000000 Penalty: 3130.582275
	Iteration 21Q: 3 clusters Score -4509712 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -4509775.500000 Penalty: 3130.582275
	Iteration 22Q: 3 clusters Score -4509776 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -4509839.500000 Penalty: 3130.582275
	Iteration 23Q: 3 clusters Score -4509840 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -4509904.500000 Penalty: 3130.582275
	Iteration 24Q: 3 clusters Score -4509904 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -4509961.000000 Penalty: 3130.582275
	Iteration 25Q: 3 clusters Score -4509961 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -4510014.500000 Penalty: 3130.582275
	Iteration 26Q: 3 clusters Score -4510014 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19883 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -4510068.000000 Penalty: 3130.582275
	Iteration 27Q: 3 clusters Score -4510068 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -4510145.000000 Penalty: 3130.582275
	Iteration 28Q: 3 clusters Score -4510145 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -4510224.500000 Penalty: 3130.582275
	Iteration 29Q: 3 clusters Score -4510224 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -4510282.000000 Penalty: 3130.582275
	Iteration 30Q: 3 clusters Score -4510282 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -4510356.500000 Penalty: 3130.582275
	Iteration 31Q: 3 clusters Score -4510356 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -4510408.000000 Penalty: 3130.582275
	Iteration 32Q: 3 clusters Score -4510408 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -4510466.500000 Penalty: 3130.582275
	Iteration 33Q: 3 clusters Score -4510466 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -4510545.000000 Penalty: 3130.582275
	Iteration 34Q: 3 clusters Score -4510545 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -4510580.500000 Penalty: 3130.582275
	Iteration 35Q: 3 clusters Score -4510580 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -4510628.500000 Penalty: 3130.582275
	Iteration 36Q: 3 clusters Score -4510628 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -4510681.000000 Penalty: 3130.582275
	Iteration 37Q: 3 clusters Score -4510681 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -4510731.000000 Penalty: 3130.582275
	Iteration 38Q: 3 clusters Score -4510731 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -4510762.000000 Penalty: 3130.582275
	Iteration 39Q: 3 clusters Score -4510762 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -4510825.500000 Penalty: 3130.582275
	Iteration 40F: 3 clusters Score -4510826 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -4510854.000000 Penalty: 3130.582275
	Iteration 41Q: 3 clusters Score -4510854 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -4510895.000000 Penalty: 3130.582275
	Iteration 42Q: 3 clusters Score -4510895 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -4510947.000000 Penalty: 3130.582275
	Iteration 43Q: 3 clusters Score -4510947 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -4510984.000000 Penalty: 3130.582275
	Iteration 44Q: 3 clusters Score -4510984 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -4511040.500000 Penalty: 3130.582275
	Iteration 45Q: 3 clusters Score -4511040 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -4511071.500000 Penalty: 3130.582275
	Iteration 46Q: 3 clusters Score -4511072 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23273 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -4511113.500000 Penalty: 3130.582275
	Iteration 47Q: 3 clusters Score -4511114 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -4511151.500000 Penalty: 3130.582275
	Iteration 48Q: 3 clusters Score -4511152 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23677 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -4511184.500000 Penalty: 3130.582275
	Iteration 49Q: 3 clusters Score -4511184 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23865 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -4511204.000000 Penalty: 3130.582275
	Iteration 50Q: 3 clusters Score -4511204 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24076 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -4511267.500000 Penalty: 3130.582275
	Iteration 51Q: 3 clusters Score -4511268 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24283 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -4511305.000000 Penalty: 3130.582275
	Iteration 52Q: 3 clusters Score -4511305 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24489 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -4511312.500000 Penalty: 3130.582275
	Iteration 53Q: 3 clusters Score -4511312 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24673 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -4511369.500000 Penalty: 3130.582275
	Iteration 54Q: 3 clusters Score -4511370 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24861 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -4511379.000000 Penalty: 3130.582275
	Iteration 55Q: 3 clusters Score -4511379 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25039 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -4511407.000000 Penalty: 3130.582275
	Iteration 56Q: 3 clusters Score -4511407 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25223 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -4511422.500000 Penalty: 3130.582275
	Iteration 57Q: 3 clusters Score -4511422 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25397 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -4511446.000000 Penalty: 3130.582275
	Iteration 58Q: 3 clusters Score -4511446 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25578 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -4511480.000000 Penalty: 3130.582275
	Iteration 59Q: 3 clusters Score -4511480 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25762 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -4511508.500000 Penalty: 3130.582275
	Iteration 60F: 3 clusters Score -4511508 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25924 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -4511537.000000 Penalty: 3130.582275
	Iteration 61Q: 3 clusters Score -4511537 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26092 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -4511554.000000 Penalty: 3130.582275
	Iteration 62Q: 3 clusters Score -4511554 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26258 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -4511580.500000 Penalty: 3130.582275
	Iteration 63Q: 3 clusters Score -4511580 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26404 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -4511601.500000 Penalty: 3130.582275
	Iteration 64Q: 3 clusters Score -4511602 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26552 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -4511628.500000 Penalty: 3130.582275
	Iteration 65Q: 3 clusters Score -4511628 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26681 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -4511638.500000 Penalty: 3130.582275
	Iteration 66Q: 3 clusters Score -4511638 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26805 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -4511658.000000 Penalty: 3130.582275
	Iteration 67Q: 3 clusters Score -4511658 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26952 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -4511684.000000 Penalty: 3130.582275
	Iteration 68Q: 3 clusters Score -4511684 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27091 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -4511687.500000 Penalty: 3130.582275
	Iteration 69Q: 3 clusters Score -4511688 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27243 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -4511717.000000 Penalty: 3130.582275
	Iteration 70Q: 3 clusters Score -4511717 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27395 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -4511736.000000 Penalty: 3130.582275
	Iteration 71Q: 3 clusters Score -4511736 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27565 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -4511775.000000 Penalty: 3130.582275
	Iteration 72Q: 3 clusters Score -4511775 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27738 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -4511791.000000 Penalty: 3130.582275
	Iteration 73Q: 3 clusters Score -4511791 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27905 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -4511827.500000 Penalty: 3130.582275
	Iteration 74Q: 3 clusters Score -4511828 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28101 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -4511852.000000 Penalty: 3130.582275
	Iteration 75Q: 3 clusters Score -4511852 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28295 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -4511880.500000 Penalty: 3130.582275
	Iteration 76Q: 3 clusters Score -4511880 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28495 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -4511924.500000 Penalty: 3130.582275
	Iteration 77Q: 3 clusters Score -4511924 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28695 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -4511942.500000 Penalty: 3130.582275
	Iteration 78Q: 3 clusters Score -4511942 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28901 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -4511985.000000 Penalty: 3130.582275
	Iteration 79Q: 3 clusters Score -4511985 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29101 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -4512018.000000 Penalty: 3130.582275
	Iteration 80F: 3 clusters Score -4512018 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29280 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -4512052.500000 Penalty: 3130.582275
	Iteration 81Q: 3 clusters Score -4512052 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29478 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -4512094.000000 Penalty: 3130.582275
	Iteration 82Q: 3 clusters Score -4512094 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29664 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -4512132.500000 Penalty: 3130.582275
	Iteration 83Q: 3 clusters Score -4512132 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29851 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -4512166.500000 Penalty: 3130.582275
	Iteration 84Q: 3 clusters Score -4512166 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30056 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -4512202.500000 Penalty: 3130.582275
	Iteration 85Q: 3 clusters Score -4512202 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30266 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -4512257.500000 Penalty: 3130.582275
	Iteration 86Q: 3 clusters Score -4512258 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30494 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -4512325.500000 Penalty: 3130.582275
	Iteration 87Q: 3 clusters Score -4512326 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30742 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -4512387.000000 Penalty: 3130.582275
	Iteration 88Q: 3 clusters Score -4512387 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31000 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -4512458.500000 Penalty: 3130.582275
	Iteration 89Q: 3 clusters Score -4512458 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31240 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -4512552.000000 Penalty: 3130.582275
	Iteration 90Q: 3 clusters Score -4512552 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31494 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -4512625.500000 Penalty: 3130.582275
	Iteration 91Q: 3 clusters Score -4512626 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31772 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -4512695.500000 Penalty: 3130.582275
	Iteration 92Q: 3 clusters Score -4512696 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32046 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -4512785.000000 Penalty: 3130.582275
	Iteration 93Q: 3 clusters Score -4512785 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32310 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -4512867.500000 Penalty: 3130.582275
	Iteration 94Q: 3 clusters Score -4512868 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32574 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -4512981.500000 Penalty: 3130.582275
	Iteration 95Q: 3 clusters Score -4512982 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32848 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -4513110.000000 Penalty: 3130.582275
	Iteration 96Q: 3 clusters Score -4513110 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33132 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -4513245.500000 Penalty: 3130.582275
	Iteration 97Q: 3 clusters Score -4513246 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33392 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -4513374.500000 Penalty: 3130.582275
	Iteration 98Q: 3 clusters Score -4513374 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33598 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -4513466.500000 Penalty: 3130.582275
	Iteration 99Q: 3 clusters Score -4513466 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33822 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -4513603.500000 Penalty: 3130.582275
	Iteration 100F: 3 clusters Score -4513604 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33997 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -4513706.500000 Penalty: 3130.582275
	Iteration 101Q: 3 clusters Score -4513706 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34140 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -4513775.500000 Penalty: 3130.582275
	Iteration 102Q: 3 clusters Score -4513776 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34252 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -4513823.500000 Penalty: 3130.582275
	Iteration 103Q: 3 clusters Score -4513824 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34338 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -4513863.000000 Penalty: 3130.582275
	Iteration 104Q: 3 clusters Score -4513863 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34436 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -4513904.000000 Penalty: 3130.582275
	Iteration 105Q: 3 clusters Score -4513904 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34536 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -4513959.500000 Penalty: 3130.582275
	Iteration 106Q: 3 clusters Score -4513960 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34610 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -4513980.500000 Penalty: 3130.582275
	Iteration 107Q: 3 clusters Score -4513980 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34676 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -4514019.000000 Penalty: 3130.582275
	Iteration 108Q: 3 clusters Score -4514019 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34745 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -4514036.000000 Penalty: 3130.582275
	Iteration 109Q: 3 clusters Score -4514036 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34808 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -4514061.000000 Penalty: 3130.582275
	Iteration 110Q: 3 clusters Score -4514061 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34869 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -4514076.500000 Penalty: 3130.582275
	Iteration 111Q: 3 clusters Score -4514076 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34909 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -4514090.500000 Penalty: 3130.582275
	Iteration 112Q: 3 clusters Score -4514090 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34951 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -4514110.500000 Penalty: 3130.582275
	Iteration 113Q: 3 clusters Score -4514110 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34982 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -4514115.000000 Penalty: 3130.582275
	Iteration 114Q: 3 clusters Score -4514115 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35005 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -4514118.000000 Penalty: 3130.582275
	Iteration 115Q: 3 clusters Score -4514118 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35023 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -4514124.500000 Penalty: 3130.582275
	Iteration 116Q: 3 clusters Score -4514124 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35036 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -4514129.500000 Penalty: 3130.582275
	Iteration 117Q: 3 clusters Score -4514130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35049 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -4514130.500000 Penalty: 3130.582275
	Iteration 118Q: 3 clusters Score -4514130 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35061 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -4514132.000000 Penalty: 3130.582275
	Iteration 119Q: 3 clusters Score -4514132 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35075 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -4514134.000000 Penalty: 3130.582275
	Iteration 120F: 3 clusters Score -4514134 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35096 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -4514135.000000 Penalty: 3130.582275
	Iteration 121Q: 3 clusters Score -4514135 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -4514150.500000 Penalty: 3130.582275
	Iteration 122Q: 3 clusters Score -4514150 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35132 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -4514159.000000 Penalty: 3130.582275
	Iteration 123Q: 3 clusters Score -4514159 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35149 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -4514170.500000 Penalty: 3130.582275
	Iteration 124Q: 3 clusters Score -4514170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35160 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -4514173.500000 Penalty: 3130.582275
	Iteration 125Q: 3 clusters Score -4514174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35170 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -4514181.500000 Penalty: 3130.582275
	Iteration 126Q: 3 clusters Score -4514182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35176 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -4514176.000000 Penalty: 3130.582275
	Iteration 127Q: 3 clusters Score -4514176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35182 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -4514181.500000 Penalty: 3130.582275
	Iteration 128Q: 3 clusters Score -4514182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35186 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -4514188.000000 Penalty: 3130.582275
	Iteration 129Q: 3 clusters Score -4514188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35189 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -4514191.500000 Penalty: 3130.582275
	Iteration 130Q: 3 clusters Score -4514192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35191 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -4514186.500000 Penalty: 3130.582275
	Iteration 131Q: 3 clusters Score -4514186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35193 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -4514192.500000 Penalty: 3130.582275
	Iteration 132Q: 3 clusters Score -4514192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35196 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -4514187.000000 Penalty: 3130.582275
	Iteration 133Q: 3 clusters Score -4514187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35200 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -4514194.000000 Penalty: 3130.582275
	Iteration 134Q: 3 clusters Score -4514194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35207 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -4514192.500000 Penalty: 3130.582275
	Iteration 135Q: 3 clusters Score -4514192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35214 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -4514198.500000 Penalty: 3130.582275
	Iteration 136Q: 3 clusters Score -4514198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35218 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -4514203.000000 Penalty: 3130.582275
	Iteration 137Q: 3 clusters Score -4514203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35224 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -4514204.500000 Penalty: 3130.582275
	Iteration 138Q: 3 clusters Score -4514204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35233 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -4514207.500000 Penalty: 3130.582275
	Iteration 139Q: 3 clusters Score -4514208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35239 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -4514210.500000 Penalty: 3130.582275
	Iteration 140F: 3 clusters Score -4514210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35244 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -4514211.500000 Penalty: 3130.582275
	Iteration 141Q: 3 clusters Score -4514212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35250 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -4514209.000000 Penalty: 3130.582275
	Iteration 142Q: 3 clusters Score -4514209 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35258 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -4514210.500000 Penalty: 3130.582275
	Iteration 143Q: 3 clusters Score -4514210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35265 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -4514206.000000 Penalty: 3130.582275
	Iteration 144Q: 3 clusters Score -4514206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35269 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -4514213.500000 Penalty: 3130.582275
	Iteration 145Q: 3 clusters Score -4514214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35272 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -4514210.500000 Penalty: 3130.582275
	Iteration 146Q: 3 clusters Score -4514210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35276 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -4514217.500000 Penalty: 3130.582275
	Iteration 147Q: 3 clusters Score -4514218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35281 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -4514215.500000 Penalty: 3130.582275
	Iteration 148Q: 3 clusters Score -4514216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35284 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -4514222.500000 Penalty: 3130.582275
	Iteration 149Q: 3 clusters Score -4514222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35290 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -4514216.500000 Penalty: 3130.582275
	Iteration 150Q: 3 clusters Score -4514216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35293 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -4514219.000000 Penalty: 3130.582275
	Iteration 151Q: 3 clusters Score -4514219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35295 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -4514221.000000 Penalty: 3130.582275
	Iteration 152Q: 3 clusters Score -4514221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35297 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -4514222.000000 Penalty: 3130.582275
	Iteration 153Q: 3 clusters Score -4514222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35299 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -4514224.500000 Penalty: 3130.582275
	Iteration 154Q: 3 clusters Score -4514224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35299 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -4514224.500000 Penalty: 3130.582275
	Iteration 155F: 3 clusters Score -4514224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Entering Unmasked Estep 
Score: -884942.562500 Penalty: 1316.701050
	Iteration 0F: 2 clusters Score -884942.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -880061.750000 Penalty: 2633.402100
	Iteration 0F: 3 clusters Score -880061.8 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -881560.062500 Penalty: 2633.402100
	Iteration 1F: 3 clusters Score -881560.1 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -881819.687500 Penalty: 2633.402100
	Iteration 2F: 3 clusters Score -881819.7 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -881994.937500 Penalty: 2633.402100
	Iteration 3F: 3 clusters Score -881994.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -882109.437500 Penalty: 2633.402100
	Iteration 4Q: 3 clusters Score -882109.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -882202.062500 Penalty: 2633.402100
	Iteration 5Q: 3 clusters Score -882202.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -882267.187500 Penalty: 2633.402100
	Iteration 6Q: 3 clusters Score -882267.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -882331.125000 Penalty: 2633.402100
	Iteration 7Q: 3 clusters Score -882331.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -882382.812500 Penalty: 2633.402100
	Iteration 8Q: 3 clusters Score -882382.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -882429.125000 Penalty: 2633.402100
	Iteration 9Q: 3 clusters Score -882429.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -882474.062500 Penalty: 2633.402100
	Iteration 10Q: 3 clusters Score -882474.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -882533.875000 Penalty: 2633.402100
	Iteration 11Q: 3 clusters Score -882533.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -882623.875000 Penalty: 2633.402100
	Iteration 12Q: 3 clusters Score -882623.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -882724.562500 Penalty: 2633.402100
	Iteration 13Q: 3 clusters Score -882724.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -882836.625000 Penalty: 2633.402100
	Iteration 14Q: 3 clusters Score -882836.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -882950.062500 Penalty: 2633.402100
	Iteration 15Q: 3 clusters Score -882950.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -883054.500000 Penalty: 2633.402100
	Iteration 16Q: 3 clusters Score -883054.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -883159.375000 Penalty: 2633.402100
	Iteration 17Q: 3 clusters Score -883159.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -883260.125000 Penalty: 2633.402100
	Iteration 18Q: 3 clusters Score -883260.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -883345.500000 Penalty: 2633.402100
	Iteration 19Q: 3 clusters Score -883345.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -883425.812500 Penalty: 2633.402100
	Iteration 20F: 3 clusters Score -883425.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -883512.250000 Penalty: 2633.402100
	Iteration 21Q: 3 clusters Score -883512.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -883582.812500 Penalty: 2633.402100
	Iteration 22Q: 3 clusters Score -883582.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -883639.625000 Penalty: 2633.402100
	Iteration 23Q: 3 clusters Score -883639.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -883688.312500 Penalty: 2633.402100
	Iteration 24Q: 3 clusters Score -883688.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -883730.000000 Penalty: 2633.402100
	Iteration 25Q: 3 clusters Score -883730 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -883764.125000 Penalty: 2633.402100
	Iteration 26Q: 3 clusters Score -883764.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -883791.062500 Penalty: 2633.402100
	Iteration 27Q: 3 clusters Score -883791.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -883810.562500 Penalty: 2633.402100
	Iteration 28Q: 3 clusters Score -883810.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -883832.750000 Penalty: 2633.402100
	Iteration 29Q: 3 clusters Score -883832.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -883846.062500 Penalty: 2633.402100
	Iteration 30Q: 3 clusters Score -883846.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -883853.625000 Penalty: 2633.402100
	Iteration 31Q: 3 clusters Score -883853.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -883855.187500 Penalty: 2633.402100
	Iteration 32Q: 3 clusters Score -883855.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -883862.250000 Penalty: 2633.402100
	Iteration 33Q: 3 clusters Score -883862.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -883861.500000 Penalty: 2633.402100
	Iteration 34Q: 3 clusters Score -883861.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -883865.125000 Penalty: 2633.402100
	Iteration 35Q: 3 clusters Score -883865.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -883869.875000 Penalty: 2633.402100
	Iteration 36Q: 3 clusters Score -883869.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -883869.875000 Penalty: 2633.402100
	Iteration 37F: 3 clusters Score -883869.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Entering Unmasked Estep 
Score: -684393.562500 Penalty: 1286.959717
	Iteration 0F: 2 clusters Score -684393.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -680306.437500 Penalty: 2573.919434
	Iteration 0F: 3 clusters Score -680306.4 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -681558.687500 Penalty: 2573.919434
	Iteration 1F: 3 clusters Score -681558.7 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -681762.250000 Penalty: 2573.919434
	Iteration 2F: 3 clusters Score -681762.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -681875.312500 Penalty: 2573.919434
	Iteration 3Q: 3 clusters Score -681875.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -681958.000000 Penalty: 2573.919434
	Iteration 4Q: 3 clusters Score -681958 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -682031.750000 Penalty: 2573.919434
	Iteration 5Q: 3 clusters Score -682031.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -682100.250000 Penalty: 2573.919434
	Iteration 6Q: 3 clusters Score -682100.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -682168.937500 Penalty: 2573.919434
	Iteration 7Q: 3 clusters Score -682168.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -682226.687500 Penalty: 2573.919434
	Iteration 8Q: 3 clusters Score -682226.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -682276.687500 Penalty: 2573.919434
	Iteration 9Q: 3 clusters Score -682276.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -682325.562500 Penalty: 2573.919434
	Iteration 10Q: 3 clusters Score -682325.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -682366.687500 Penalty: 2573.919434
	Iteration 11Q: 3 clusters Score -682366.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -682419.187500 Penalty: 2573.919434
	Iteration 12Q: 3 clusters Score -682419.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -682480.937500 Penalty: 2573.919434
	Iteration 13Q: 3 clusters Score -682480.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -682542.937500 Penalty: 2573.919434
	Iteration 14Q: 3 clusters Score -682542.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -682613.937500 Penalty: 2573.919434
	Iteration 15Q: 3 clusters Score -682613.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -682680.062500 Penalty: 2573.919434
	Iteration 16Q: 3 clusters Score -682680.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -682744.812500 Penalty: 2573.919434
	Iteration 17Q: 3 clusters Score -682744.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -682806.687500 Penalty: 2573.919434
	Iteration 18Q: 3 clusters Score -682806.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -682884.437500 Penalty: 2573.919434
	Iteration 19Q: 3 clusters Score -682884.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -682967.125000 Penalty: 2573.919434
	Iteration 20F: 3 clusters Score -682967.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -683056.062500 Penalty: 2573.919434
	Iteration 21Q: 3 clusters Score -683056.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -683131.125000 Penalty: 2573.919434
	Iteration 22Q: 3 clusters Score -683131.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -683201.562500 Penalty: 2573.919434
	Iteration 23Q: 3 clusters Score -683201.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -683254.937500 Penalty: 2573.919434
	Iteration 24Q: 3 clusters Score -683254.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -683297.125000 Penalty: 2573.919434
	Iteration 25Q: 3 clusters Score -683297.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -683319.875000 Penalty: 2573.919434
	Iteration 26Q: 3 clusters Score -683319.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -683332.000000 Penalty: 2573.919434
	Iteration 27Q: 3 clusters Score -683332 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -683343.875000 Penalty: 2573.919434
	Iteration 28Q: 3 clusters Score -683343.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -683360.625000 Penalty: 2573.919434
	Iteration 29Q: 3 clusters Score -683360.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -683380.750000 Penalty: 2573.919434
	Iteration 30Q: 3 clusters Score -683380.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -683396.500000 Penalty: 2573.919434
	Iteration 31Q: 3 clusters Score -683396.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -683415.187500 Penalty: 2573.919434
	Iteration 32Q: 3 clusters Score -683415.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -683427.875000 Penalty: 2573.919434
	Iteration 33Q: 3 clusters Score -683427.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -683442.687500 Penalty: 2573.919434
	Iteration 34Q: 3 clusters Score -683442.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -683452.500000 Penalty: 2573.919434
	Iteration 35Q: 3 clusters Score -683452.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -683459.937500 Penalty: 2573.919434
	Iteration 36Q: 3 clusters Score -683459.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -683466.937500 Penalty: 2573.919434
	Iteration 37Q: 3 clusters Score -683466.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -683470.500000 Penalty: 2573.919434
	Iteration 38Q: 3 clusters Score -683470.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -683472.312500 Penalty: 2573.919434
	Iteration 39Q: 3 clusters Score -683472.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -683474.687500 Penalty: 2573.919434
	Iteration 40F: 3 clusters Score -683474.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -683477.625000 Penalty: 2573.919434
	Iteration 41Q: 3 clusters Score -683477.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -683480.312500 Penalty: 2573.919434
	Iteration 42Q: 3 clusters Score -683480.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -683487.125000 Penalty: 2573.919434
	Iteration 43Q: 3 clusters Score -683487.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -683492.687500 Penalty: 2573.919434
	Iteration 44Q: 3 clusters Score -683492.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -683495.125000 Penalty: 2573.919434
	Iteration 45Q: 3 clusters Score -683495.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -683498.750000 Penalty: 2573.919434
	Iteration 46Q: 3 clusters Score -683498.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -683498.937500 Penalty: 2573.919434
	Iteration 47Q: 3 clusters Score -683498.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -683498.937500 Penalty: 2573.919434
	Iteration 48F: 3 clusters Score -683498.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Entering Unmasked Estep 
Score: -1018520.312500 Penalty: 1345.666748
	Iteration 0F: 2 clusters Score -1018520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1012714.187500 Penalty: 2691.333496
	Iteration 0F: 3 clusters Score -1012714 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1014635.562500 Penalty: 2691.333496
	Iteration 1F: 3 clusters Score -1014636 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1014896.187500 Penalty: 2691.333496
	Iteration 2F: 3 clusters Score -1014896 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1015059.812500 Penalty: 2691.333496
	Iteration 3Q: 3 clusters Score -1015060 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1015182.937500 Penalty: 2691.333496
	Iteration 4Q: 3 clusters Score -1015183 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1015277.500000 Penalty: 2691.333496
	Iteration 5Q: 3 clusters Score -1015278 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1015348.500000 Penalty: 2691.333496
	Iteration 6Q: 3 clusters Score -1015348 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1015413.000000 Penalty: 2691.333496
	Iteration 7Q: 3 clusters Score -1015413 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1015473.312500 Penalty: 2691.333496
	Iteration 8Q: 3 clusters Score -1015473 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1015550.500000 Penalty: 2691.333496
	Iteration 9Q: 3 clusters Score -1015550 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1015611.812500 Penalty: 2691.333496
	Iteration 10Q: 3 clusters Score -1015612 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1015674.000000 Penalty: 2691.333496
	Iteration 11Q: 3 clusters Score -1015674 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1015741.875000 Penalty: 2691.333496
	Iteration 12Q: 3 clusters Score -1015742 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1015812.062500 Penalty: 2691.333496
	Iteration 13Q: 3 clusters Score -1015812 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1015898.937500 Penalty: 2691.333496
	Iteration 14Q: 3 clusters Score -1015899 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1015987.125000 Penalty: 2691.333496
	Iteration 15Q: 3 clusters Score -1015987 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1016097.312500 Penalty: 2691.333496
	Iteration 16Q: 3 clusters Score -1016097 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1016223.250000 Penalty: 2691.333496
	Iteration 17Q: 3 clusters Score -1016223 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1016377.125000 Penalty: 2691.333496
	Iteration 18Q: 3 clusters Score -1016377 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1016550.687500 Penalty: 2691.333496
	Iteration 19Q: 3 clusters Score -1016551 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1016706.437500 Penalty: 2691.333496
	Iteration 20F: 3 clusters Score -1016706 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1016860.750000 Penalty: 2691.333496
	Iteration 21Q: 3 clusters Score -1016861 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1016983.625000 Penalty: 2691.333496
	Iteration 22Q: 3 clusters Score -1016984 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1017114.937500 Penalty: 2691.333496
	Iteration 23Q: 3 clusters Score -1017115 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1017234.687500 Penalty: 2691.333496
	Iteration 24Q: 3 clusters Score -1017235 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1017330.937500 Penalty: 2691.333496
	Iteration 25Q: 3 clusters Score -1017331 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1017405.875000 Penalty: 2691.333496
	Iteration 26Q: 3 clusters Score -1017406 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1017463.062500 Penalty: 2691.333496
	Iteration 27Q: 3 clusters Score -1017463 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1017501.687500 Penalty: 2691.333496
	Iteration 28Q: 3 clusters Score -1017502 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1017534.062500 Penalty: 2691.333496
	Iteration 29Q: 3 clusters Score -1017534 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1017558.375000 Penalty: 2691.333496
	Iteration 30Q: 3 clusters Score -1017558 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1017574.312500 Penalty: 2691.333496
	Iteration 31Q: 3 clusters Score -1017574 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1017589.062500 Penalty: 2691.333496
	Iteration 32Q: 3 clusters Score -1017589 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1017599.375000 Penalty: 2691.333496
	Iteration 33Q: 3 clusters Score -1017599 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1017608.062500 Penalty: 2691.333496
	Iteration 34Q: 3 clusters Score -1017608 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1017618.312500 Penalty: 2691.333496
	Iteration 35Q: 3 clusters Score -1017618 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1017629.875000 Penalty: 2691.333496
	Iteration 36Q: 3 clusters Score -1017630 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1017643.937500 Penalty: 2691.333496
	Iteration 37Q: 3 clusters Score -1017644 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1017650.312500 Penalty: 2691.333496
	Iteration 38Q: 3 clusters Score -1017650 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1017658.375000 Penalty: 2691.333496
	Iteration 39Q: 3 clusters Score -1017658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1017671.812500 Penalty: 2691.333496
	Iteration 40F: 3 clusters Score -1017672 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1017684.875000 Penalty: 2691.333496
	Iteration 41Q: 3 clusters Score -1017685 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1017696.187500 Penalty: 2691.333496
	Iteration 42Q: 3 clusters Score -1017696 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1017709.875000 Penalty: 2691.333496
	Iteration 43Q: 3 clusters Score -1017710 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1017722.875000 Penalty: 2691.333496
	Iteration 44Q: 3 clusters Score -1017723 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1017747.375000 Penalty: 2691.333496
	Iteration 45Q: 3 clusters Score -1017747 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1017769.000000 Penalty: 2691.333496
	Iteration 46Q: 3 clusters Score -1017769 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1017784.562500 Penalty: 2691.333496
	Iteration 47Q: 3 clusters Score -1017785 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1017798.812500 Penalty: 2691.333496
	Iteration 48Q: 3 clusters Score -1017799 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1017809.312500 Penalty: 2691.333496
	Iteration 49Q: 3 clusters Score -1017809 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1017822.687500 Penalty: 2691.333496
	Iteration 50Q: 3 clusters Score -1017823 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1017832.375000 Penalty: 2691.333496
	Iteration 51Q: 3 clusters Score -1017832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1017840.125000 Penalty: 2691.333496
	Iteration 52Q: 3 clusters Score -1017840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1017847.312500 Penalty: 2691.333496
	Iteration 53Q: 3 clusters Score -1017847 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1017851.062500 Penalty: 2691.333496
	Iteration 54Q: 3 clusters Score -1017851 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1017856.437500 Penalty: 2691.333496
	Iteration 55Q: 3 clusters Score -1017856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1017859.750000 Penalty: 2691.333496
	Iteration 56Q: 3 clusters Score -1017860 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1017870.812500 Penalty: 2691.333496
	Iteration 57Q: 3 clusters Score -1017871 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1017881.875000 Penalty: 2691.333496
	Iteration 58Q: 3 clusters Score -1017882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1017884.625000 Penalty: 2691.333496
	Iteration 59Q: 3 clusters Score -1017885 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1017890.000000 Penalty: 2691.333496
	Iteration 60F: 3 clusters Score -1017890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1017890.562500 Penalty: 2691.333496
	Iteration 61Q: 3 clusters Score -1017891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1017895.750000 Penalty: 2691.333496
	Iteration 62Q: 3 clusters Score -1017896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1017900.750000 Penalty: 2691.333496
	Iteration 63Q: 3 clusters Score -1017901 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1017908.687500 Penalty: 2691.333496
	Iteration 64Q: 3 clusters Score -1017909 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1017914.375000 Penalty: 2691.333496
	Iteration 65Q: 3 clusters Score -1017914 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1017923.437500 Penalty: 2691.333496
	Iteration 66Q: 3 clusters Score -1017923 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1017928.125000 Penalty: 2691.333496
	Iteration 67Q: 3 clusters Score -1017928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1017935.375000 Penalty: 2691.333496
	Iteration 68Q: 3 clusters Score -1017935 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1017941.187500 Penalty: 2691.333496
	Iteration 69Q: 3 clusters Score -1017941 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1017948.062500 Penalty: 2691.333496
	Iteration 70Q: 3 clusters Score -1017948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1017950.500000 Penalty: 2691.333496
	Iteration 71Q: 3 clusters Score -1017950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1017956.375000 Penalty: 2691.333496
	Iteration 72Q: 3 clusters Score -1017956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1017963.562500 Penalty: 2691.333496
	Iteration 73Q: 3 clusters Score -1017964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1017967.187500 Penalty: 2691.333496
	Iteration 74Q: 3 clusters Score -1017967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1017970.312500 Penalty: 2691.333496
	Iteration 75Q: 3 clusters Score -1017970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1017970.187500 Penalty: 2691.333496
	Iteration 76Q: 3 clusters Score -1017970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1017971.562500 Penalty: 2691.333496
	Iteration 77Q: 3 clusters Score -1017972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1017971.250000 Penalty: 2691.333496
	Iteration 78Q: 3 clusters Score -1017971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1017971.250000 Penalty: 2691.333496
	Iteration 79F: 3 clusters Score -1017971 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Entering Unmasked Estep 
Score: -1144705.000000 Penalty: 1363.942993
	Iteration 0F: 2 clusters Score -1144705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1138157.000000 Penalty: 2727.885986
	Iteration 0F: 3 clusters Score -1138157 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1140443.125000 Penalty: 2727.885986
	Iteration 1F: 3 clusters Score -1140443 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1141027.375000 Penalty: 2727.885986
	Iteration 2F: 3 clusters Score -1141027 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1141545.875000 Penalty: 2727.885986
	Iteration 3F: 3 clusters Score -1141546 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1142046.625000 Penalty: 2727.885986
	Iteration 4F: 3 clusters Score -1142047 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1142537.000000 Penalty: 2727.885986
	Iteration 5F: 3 clusters Score -1142537 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1142976.625000 Penalty: 2727.885986
	Iteration 6F: 3 clusters Score -1142977 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1143362.125000 Penalty: 2727.885986
	Iteration 7F: 3 clusters Score -1143362 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1143681.500000 Penalty: 2727.885986
	Iteration 8Q: 3 clusters Score -1143682 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1143933.500000 Penalty: 2727.885986
	Iteration 9Q: 3 clusters Score -1143934 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1144090.500000 Penalty: 2727.885986
	Iteration 10Q: 3 clusters Score -1144090 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1144204.250000 Penalty: 2727.885986
	Iteration 11Q: 3 clusters Score -1144204 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1144269.125000 Penalty: 2727.885986
	Iteration 12Q: 3 clusters Score -1144269 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1144304.250000 Penalty: 2727.885986
	Iteration 13Q: 3 clusters Score -1144304 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1144320.750000 Penalty: 2727.885986
	Iteration 14Q: 3 clusters Score -1144321 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1144341.750000 Penalty: 2727.885986
	Iteration 15Q: 3 clusters Score -1144342 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1144350.375000 Penalty: 2727.885986
	Iteration 16Q: 3 clusters Score -1144350 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1144361.625000 Penalty: 2727.885986
	Iteration 17Q: 3 clusters Score -1144362 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1144371.000000 Penalty: 2727.885986
	Iteration 18Q: 3 clusters Score -1144371 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1144378.000000 Penalty: 2727.885986
	Iteration 19Q: 3 clusters Score -1144378 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1144383.500000 Penalty: 2727.885986
	Iteration 20F: 3 clusters Score -1144384 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1144388.250000 Penalty: 2727.885986
	Iteration 21Q: 3 clusters Score -1144388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1144389.000000 Penalty: 2727.885986
	Iteration 22Q: 3 clusters Score -1144389 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1144390.875000 Penalty: 2727.885986
	Iteration 23Q: 3 clusters Score -1144391 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1144391.875000 Penalty: 2727.885986
	Iteration 24Q: 3 clusters Score -1144392 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1144396.000000 Penalty: 2727.885986
	Iteration 25Q: 3 clusters Score -1144396 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1144401.375000 Penalty: 2727.885986
	Iteration 26Q: 3 clusters Score -1144401 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1144404.000000 Penalty: 2727.885986
	Iteration 27Q: 3 clusters Score -1144404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1144407.750000 Penalty: 2727.885986
	Iteration 28Q: 3 clusters Score -1144408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1144410.000000 Penalty: 2727.885986
	Iteration 29Q: 3 clusters Score -1144410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1144409.375000 Penalty: 2727.885986
	Iteration 30Q: 3 clusters Score -1144409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1144409.250000 Penalty: 2727.885986
	Iteration 31Q: 3 clusters Score -1144409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1144409.875000 Penalty: 2727.885986
	Iteration 32Q: 3 clusters Score -1144410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1144407.500000 Penalty: 2727.885986
	Iteration 33Q: 3 clusters Score -1144408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1144408.625000 Penalty: 2727.885986
	Iteration 34Q: 3 clusters Score -1144409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1144409.625000 Penalty: 2727.885986
	Iteration 35Q: 3 clusters Score -1144410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1144409.625000 Penalty: 2727.885986
	Iteration 36F: 3 clusters Score -1144410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Entering Unmasked Estep 
Score: -1180074.000000 Penalty: 1359.668091
	Iteration 0F: 2 clusters Score -1180074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1173834.750000 Penalty: 2719.336182
	Iteration 0F: 3 clusters Score -1173835 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1175908.500000 Penalty: 2719.336182
	Iteration 1F: 3 clusters Score -1175908 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1176203.500000 Penalty: 2719.336182
	Iteration 2F: 3 clusters Score -1176204 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1176384.000000 Penalty: 2719.336182
	Iteration 3Q: 3 clusters Score -1176384 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1176502.750000 Penalty: 2719.336182
	Iteration 4Q: 3 clusters Score -1176503 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1176584.500000 Penalty: 2719.336182
	Iteration 5Q: 3 clusters Score -1176584 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1176642.375000 Penalty: 2719.336182
	Iteration 6Q: 3 clusters Score -1176642 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1176691.625000 Penalty: 2719.336182
	Iteration 7Q: 3 clusters Score -1176692 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1176735.875000 Penalty: 2719.336182
	Iteration 8Q: 3 clusters Score -1176736 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1176780.875000 Penalty: 2719.336182
	Iteration 9Q: 3 clusters Score -1176781 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1176813.000000 Penalty: 2719.336182
	Iteration 10Q: 3 clusters Score -1176813 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1176844.750000 Penalty: 2719.336182
	Iteration 11Q: 3 clusters Score -1176845 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1176870.125000 Penalty: 2719.336182
	Iteration 12Q: 3 clusters Score -1176870 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1176894.625000 Penalty: 2719.336182
	Iteration 13Q: 3 clusters Score -1176895 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1176926.625000 Penalty: 2719.336182
	Iteration 14Q: 3 clusters Score -1176927 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1176945.000000 Penalty: 2719.336182
	Iteration 15Q: 3 clusters Score -1176945 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1176967.125000 Penalty: 2719.336182
	Iteration 16Q: 3 clusters Score -1176967 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1176988.625000 Penalty: 2719.336182
	Iteration 17Q: 3 clusters Score -1176989 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1177003.125000 Penalty: 2719.336182
	Iteration 18Q: 3 clusters Score -1177003 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1177024.000000 Penalty: 2719.336182
	Iteration 19Q: 3 clusters Score -1177024 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1177049.750000 Penalty: 2719.336182
	Iteration 20F: 3 clusters Score -1177050 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1177077.375000 Penalty: 2719.336182
	Iteration 21Q: 3 clusters Score -1177077 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1177110.500000 Penalty: 2719.336182
	Iteration 22Q: 3 clusters Score -1177110 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1177147.500000 Penalty: 2719.336182
	Iteration 23Q: 3 clusters Score -1177148 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1177189.875000 Penalty: 2719.336182
	Iteration 24Q: 3 clusters Score -1177190 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1177248.250000 Penalty: 2719.336182
	Iteration 25Q: 3 clusters Score -1177248 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1177292.375000 Penalty: 2719.336182
	Iteration 26Q: 3 clusters Score -1177292 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1177349.000000 Penalty: 2719.336182
	Iteration 27Q: 3 clusters Score -1177349 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1177395.875000 Penalty: 2719.336182
	Iteration 28Q: 3 clusters Score -1177396 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1177442.125000 Penalty: 2719.336182
	Iteration 29Q: 3 clusters Score -1177442 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1177478.875000 Penalty: 2719.336182
	Iteration 30Q: 3 clusters Score -1177479 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1177519.625000 Penalty: 2719.336182
	Iteration 31Q: 3 clusters Score -1177520 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1177567.875000 Penalty: 2719.336182
	Iteration 32Q: 3 clusters Score -1177568 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1177616.750000 Penalty: 2719.336182
	Iteration 33Q: 3 clusters Score -1177617 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1177672.375000 Penalty: 2719.336182
	Iteration 34Q: 3 clusters Score -1177672 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1177732.250000 Penalty: 2719.336182
	Iteration 35Q: 3 clusters Score -1177732 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1177787.625000 Penalty: 2719.336182
	Iteration 36Q: 3 clusters Score -1177788 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1177847.125000 Penalty: 2719.336182
	Iteration 37Q: 3 clusters Score -1177847 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1177907.375000 Penalty: 2719.336182
	Iteration 38Q: 3 clusters Score -1177907 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1177973.125000 Penalty: 2719.336182
	Iteration 39Q: 3 clusters Score -1177973 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1178050.000000 Penalty: 2719.336182
	Iteration 40F: 3 clusters Score -1178050 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1178136.375000 Penalty: 2719.336182
	Iteration 41Q: 3 clusters Score -1178136 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1178212.125000 Penalty: 2719.336182
	Iteration 42Q: 3 clusters Score -1178212 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1178292.500000 Penalty: 2719.336182
	Iteration 43Q: 3 clusters Score -1178292 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1178374.625000 Penalty: 2719.336182
	Iteration 44Q: 3 clusters Score -1178375 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1178449.250000 Penalty: 2719.336182
	Iteration 45Q: 3 clusters Score -1178449 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1178511.250000 Penalty: 2719.336182
	Iteration 46Q: 3 clusters Score -1178511 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1178566.500000 Penalty: 2719.336182
	Iteration 47Q: 3 clusters Score -1178566 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1178618.000000 Penalty: 2719.336182
	Iteration 48Q: 3 clusters Score -1178618 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1178656.750000 Penalty: 2719.336182
	Iteration 49Q: 3 clusters Score -1178657 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1178699.375000 Penalty: 2719.336182
	Iteration 50Q: 3 clusters Score -1178699 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1178739.375000 Penalty: 2719.336182
	Iteration 51Q: 3 clusters Score -1178739 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1178770.750000 Penalty: 2719.336182
	Iteration 52Q: 3 clusters Score -1178771 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1178807.500000 Penalty: 2719.336182
	Iteration 53Q: 3 clusters Score -1178808 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1178833.625000 Penalty: 2719.336182
	Iteration 54Q: 3 clusters Score -1178834 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1178850.125000 Penalty: 2719.336182
	Iteration 55Q: 3 clusters Score -1178850 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1178870.375000 Penalty: 2719.336182
	Iteration 56Q: 3 clusters Score -1178870 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1178893.500000 Penalty: 2719.336182
	Iteration 57Q: 3 clusters Score -1178894 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1178909.875000 Penalty: 2719.336182
	Iteration 58Q: 3 clusters Score -1178910 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1178930.375000 Penalty: 2719.336182
	Iteration 59Q: 3 clusters Score -1178930 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1178942.375000 Penalty: 2719.336182
	Iteration 60F: 3 clusters Score -1178942 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1178948.625000 Penalty: 2719.336182
	Iteration 61Q: 3 clusters Score -1178949 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1178957.250000 Penalty: 2719.336182
	Iteration 62Q: 3 clusters Score -1178957 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1178964.750000 Penalty: 2719.336182
	Iteration 63Q: 3 clusters Score -1178965 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1178973.250000 Penalty: 2719.336182
	Iteration 64Q: 3 clusters Score -1178973 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1178985.125000 Penalty: 2719.336182
	Iteration 65Q: 3 clusters Score -1178985 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1178990.875000 Penalty: 2719.336182
	Iteration 66Q: 3 clusters Score -1178991 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1178994.875000 Penalty: 2719.336182
	Iteration 67Q: 3 clusters Score -1178995 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1179000.750000 Penalty: 2719.336182
	Iteration 68Q: 3 clusters Score -1179001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1179002.875000 Penalty: 2719.336182
	Iteration 69Q: 3 clusters Score -1179003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1179005.875000 Penalty: 2719.336182
	Iteration 70Q: 3 clusters Score -1179006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1179008.375000 Penalty: 2719.336182
	Iteration 71Q: 3 clusters Score -1179008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1179011.375000 Penalty: 2719.336182
	Iteration 72Q: 3 clusters Score -1179011 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1179015.000000 Penalty: 2719.336182
	Iteration 73Q: 3 clusters Score -1179015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1179017.250000 Penalty: 2719.336182
	Iteration 74Q: 3 clusters Score -1179017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1179015.500000 Penalty: 2719.336182
	Iteration 75Q: 3 clusters Score -1179016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1179015.375000 Penalty: 2719.336182
	Iteration 76Q: 3 clusters Score -1179015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1179019.500000 Penalty: 2719.336182
	Iteration 77Q: 3 clusters Score -1179020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1179020.000000 Penalty: 2719.336182
	Iteration 78Q: 3 clusters Score -1179020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1179024.500000 Penalty: 2719.336182
	Iteration 79Q: 3 clusters Score -1179024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1179030.875000 Penalty: 2719.336182
	Iteration 80F: 3 clusters Score -1179031 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1179037.625000 Penalty: 2719.336182
	Iteration 81Q: 3 clusters Score -1179038 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1179047.000000 Penalty: 2719.336182
	Iteration 82Q: 3 clusters Score -1179047 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1179059.125000 Penalty: 2719.336182
	Iteration 83Q: 3 clusters Score -1179059 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1179064.250000 Penalty: 2719.336182
	Iteration 84Q: 3 clusters Score -1179064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1179070.625000 Penalty: 2719.336182
	Iteration 85Q: 3 clusters Score -1179071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1179075.375000 Penalty: 2719.336182
	Iteration 86Q: 3 clusters Score -1179075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1179075.750000 Penalty: 2719.336182
	Iteration 87Q: 3 clusters Score -1179076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1179079.625000 Penalty: 2719.336182
	Iteration 88Q: 3 clusters Score -1179080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1179081.125000 Penalty: 2719.336182
	Iteration 89Q: 3 clusters Score -1179081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1179080.625000 Penalty: 2719.336182
	Iteration 90Q: 3 clusters Score -1179081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1179080.500000 Penalty: 2719.336182
	Iteration 91Q: 3 clusters Score -1179080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1179080.500000 Penalty: 2719.336182
	Iteration 92F: 3 clusters Score -1179080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Entering Unmasked Estep 
Score: -334958.968750 Penalty: 1186.097534
	Iteration 0F: 2 clusters Score -334959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -332558.125000 Penalty: 2372.195068
	Iteration 0F: 3 clusters Score -332558.1 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -333365.750000 Penalty: 2372.195068
	Iteration 1F: 3 clusters Score -333365.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -333658.968750 Penalty: 2372.195068
	Iteration 2F: 3 clusters Score -333659 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -333875.093750 Penalty: 2372.195068
	Iteration 3F: 3 clusters Score -333875.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -334032.906250 Penalty: 2372.195068
	Iteration 4F: 3 clusters Score -334032.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -334130.156250 Penalty: 2372.195068
	Iteration 5Q: 3 clusters Score -334130.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -334191.031250 Penalty: 2372.195068
	Iteration 6Q: 3 clusters Score -334191 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -334237.625000 Penalty: 2372.195068
	Iteration 7Q: 3 clusters Score -334237.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -334287.281250 Penalty: 2372.195068
	Iteration 8Q: 3 clusters Score -334287.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -334321.187500 Penalty: 2372.195068
	Iteration 9Q: 3 clusters Score -334321.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -334350.468750 Penalty: 2372.195068
	Iteration 10Q: 3 clusters Score -334350.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -334379.093750 Penalty: 2372.195068
	Iteration 11Q: 3 clusters Score -334379.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -334414.843750 Penalty: 2372.195068
	Iteration 12Q: 3 clusters Score -334414.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -334448.625000 Penalty: 2372.195068
	Iteration 13Q: 3 clusters Score -334448.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -334480.968750 Penalty: 2372.195068
	Iteration 14Q: 3 clusters Score -334481 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -334525.187500 Penalty: 2372.195068
	Iteration 15Q: 3 clusters Score -334525.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -334580.781250 Penalty: 2372.195068
	Iteration 16Q: 3 clusters Score -334580.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -334632.812500 Penalty: 2372.195068
	Iteration 17Q: 3 clusters Score -334632.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -334671.562500 Penalty: 2372.195068
	Iteration 18Q: 3 clusters Score -334671.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -334700.343750 Penalty: 2372.195068
	Iteration 19Q: 3 clusters Score -334700.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -334731.750000 Penalty: 2372.195068
	Iteration 20F: 3 clusters Score -334731.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -334744.937500 Penalty: 2372.195068
	Iteration 21Q: 3 clusters Score -334744.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -334750.500000 Penalty: 2372.195068
	Iteration 22Q: 3 clusters Score -334750.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -334754.468750 Penalty: 2372.195068
	Iteration 23Q: 3 clusters Score -334754.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -334758.687500 Penalty: 2372.195068
	Iteration 24Q: 3 clusters Score -334758.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -334767.156250 Penalty: 2372.195068
	Iteration 25Q: 3 clusters Score -334767.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -334779.187500 Penalty: 2372.195068
	Iteration 26Q: 3 clusters Score -334779.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -334783.187500 Penalty: 2372.195068
	Iteration 27Q: 3 clusters Score -334783.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -334785.343750 Penalty: 2372.195068
	Iteration 28Q: 3 clusters Score -334785.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -334787.281250 Penalty: 2372.195068
	Iteration 29Q: 3 clusters Score -334787.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -334787.281250 Penalty: 2372.195068
	Iteration 30F: 3 clusters Score -334787.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Entering Unmasked Estep 
Score: -1224867.125000 Penalty: 1373.065552
	Iteration 0F: 2 clusters Score -1224867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1218043.125000 Penalty: 2746.131104
	Iteration 0F: 3 clusters Score -1218043 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1220455.250000 Penalty: 2746.131104
	Iteration 1F: 3 clusters Score -1220455 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1220948.375000 Penalty: 2746.131104
	Iteration 2F: 3 clusters Score -1220948 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1221447.750000 Penalty: 2746.131104
	Iteration 3F: 3 clusters Score -1221448 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1222029.500000 Penalty: 2746.131104
	Iteration 4F: 3 clusters Score -1222030 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1222579.375000 Penalty: 2746.131104
	Iteration 5F: 3 clusters Score -1222579 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1223040.125000 Penalty: 2746.131104
	Iteration 6F: 3 clusters Score -1223040 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1223420.375000 Penalty: 2746.131104
	Iteration 7Q: 3 clusters Score -1223420 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1223757.875000 Penalty: 2746.131104
	Iteration 8Q: 3 clusters Score -1223758 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1224026.875000 Penalty: 2746.131104
	Iteration 9Q: 3 clusters Score -1224027 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1224228.125000 Penalty: 2746.131104
	Iteration 10Q: 3 clusters Score -1224228 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1224381.125000 Penalty: 2746.131104
	Iteration 11Q: 3 clusters Score -1224381 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1224496.625000 Penalty: 2746.131104
	Iteration 12Q: 3 clusters Score -1224497 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1224584.125000 Penalty: 2746.131104
	Iteration 13Q: 3 clusters Score -1224584 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1224667.125000 Penalty: 2746.131104
	Iteration 14Q: 3 clusters Score -1224667 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1224716.875000 Penalty: 2746.131104
	Iteration 15Q: 3 clusters Score -1224717 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1224752.000000 Penalty: 2746.131104
	Iteration 16Q: 3 clusters Score -1224752 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1224795.000000 Penalty: 2746.131104
	Iteration 17Q: 3 clusters Score -1224795 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1224830.125000 Penalty: 2746.131104
	Iteration 18Q: 3 clusters Score -1224830 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1224862.375000 Penalty: 2746.131104
	Iteration 19Q: 3 clusters Score -1224862 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1224897.500000 Penalty: 2746.131104
	Iteration 20F: 3 clusters Score -1224898 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1224926.375000 Penalty: 2746.131104
	Iteration 21Q: 3 clusters Score -1224926 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1224953.500000 Penalty: 2746.131104
	Iteration 22Q: 3 clusters Score -1224954 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1224965.375000 Penalty: 2746.131104
	Iteration 23Q: 3 clusters Score -1224965 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1224970.750000 Penalty: 2746.131104
	Iteration 24Q: 3 clusters Score -1224971 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1224979.000000 Penalty: 2746.131104
	Iteration 25Q: 3 clusters Score -1224979 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1224983.250000 Penalty: 2746.131104
	Iteration 26Q: 3 clusters Score -1224983 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1224986.875000 Penalty: 2746.131104
	Iteration 27Q: 3 clusters Score -1224987 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1224990.625000 Penalty: 2746.131104
	Iteration 28Q: 3 clusters Score -1224991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1224992.500000 Penalty: 2746.131104
	Iteration 29Q: 3 clusters Score -1224992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1224990.125000 Penalty: 2746.131104
	Iteration 30Q: 3 clusters Score -1224990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1224990.000000 Penalty: 2746.131104
	Iteration 31Q: 3 clusters Score -1224990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1224990.000000 Penalty: 2746.131104
	Iteration 32F: 3 clusters Score -1224990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58236 members 
Mstep: Class 2 contains 40717 members 
Mstep: Class 3 contains 11299 members 
Mstep: Class 4 contains 2552 members 
Mstep: Class 5 contains 68033 members 
Mstep: Class 6 contains 37028 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5704 members 
Mstep: Class 9 contains 8463 members 
Mstep: Class 10 contains 9569 members 
Mstep: Class 11 contains 9298 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 997 members 
Mstep: Class 14 contains 1731 members 
Mstep: Class 15 contains 12032 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24016 members 
Mstep: Class 18 contains 11521 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 35877 members 
Mstep: Class 21 contains 8912 members 
Mstep: Class 22 contains 5351 members 
Mstep: Class 23 contains 22135 members 
Mstep: Class 24 contains 5559 members 
Mstep: Class 25 contains 15808 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 52571 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34966 members 
Mstep: Class 31 contains 21757 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43419 members 
Mstep: Class 34 contains 7003 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9122 members 
Mstep: Class 40 contains 64685 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7143 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Mstep: Class 46 contains 9177 members 
Entering Unmasked Estep 
Score: -81018040.000000 Penalty: 91791.593750
Splitting cluster 13 changes total score from -81018760.000000 to -81018040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (1731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Entering Unmasked Estep 
Score: -199208.937500 Penalty: 1109.520508
	Iteration 0F: 2 clusters Score -199208.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -197481.968750 Penalty: 2219.041016
	Iteration 0F: 3 clusters Score -197482 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -197923.484375 Penalty: 2219.041016
	Iteration 1F: 3 clusters Score -197923.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -198032.750000 Penalty: 2219.041016
	Iteration 2F: 3 clusters Score -198032.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -198092.750000 Penalty: 2219.041016
	Iteration 3Q: 3 clusters Score -198092.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -198121.437500 Penalty: 2219.041016
	Iteration 4Q: 3 clusters Score -198121.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -198139.203125 Penalty: 2219.041016
	Iteration 5Q: 3 clusters Score -198139.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -198155.296875 Penalty: 2219.041016
	Iteration 6Q: 3 clusters Score -198155.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -198165.187500 Penalty: 2219.041016
	Iteration 7Q: 3 clusters Score -198165.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -198174.171875 Penalty: 2219.041016
	Iteration 8Q: 3 clusters Score -198174.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -198182.265625 Penalty: 2219.041016
	Iteration 9Q: 3 clusters Score -198182.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -198190.531250 Penalty: 2219.041016
	Iteration 10Q: 3 clusters Score -198190.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -198200.312500 Penalty: 2219.041016
	Iteration 11Q: 3 clusters Score -198200.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -198206.984375 Penalty: 2219.041016
	Iteration 12Q: 3 clusters Score -198207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -198211.078125 Penalty: 2219.041016
	Iteration 13Q: 3 clusters Score -198211.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -198215.500000 Penalty: 2219.041016
	Iteration 14Q: 3 clusters Score -198215.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -198217.812500 Penalty: 2219.041016
	Iteration 15Q: 3 clusters Score -198217.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -198218.578125 Penalty: 2219.041016
	Iteration 16Q: 3 clusters Score -198218.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -198219.640625 Penalty: 2219.041016
	Iteration 17Q: 3 clusters Score -198219.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -198220.906250 Penalty: 2219.041016
	Iteration 18Q: 3 clusters Score -198220.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -198221.250000 Penalty: 2219.041016
	Iteration 19Q: 3 clusters Score -198221.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -198221.765625 Penalty: 2219.041016
	Iteration 20F: 3 clusters Score -198221.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -198222.328125 Penalty: 2219.041016
	Iteration 21Q: 3 clusters Score -198222.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -198223.406250 Penalty: 2219.041016
	Iteration 22Q: 3 clusters Score -198223.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -198224.734375 Penalty: 2219.041016
	Iteration 23Q: 3 clusters Score -198224.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -198225.046875 Penalty: 2219.041016
	Iteration 24Q: 3 clusters Score -198225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -198226.640625 Penalty: 2219.041016
	Iteration 25Q: 3 clusters Score -198226.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -198228.953125 Penalty: 2219.041016
	Iteration 26Q: 3 clusters Score -198229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -198230.187500 Penalty: 2219.041016
	Iteration 27Q: 3 clusters Score -198230.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -198231.640625 Penalty: 2219.041016
	Iteration 28Q: 3 clusters Score -198231.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -198233.140625 Penalty: 2219.041016
	Iteration 29Q: 3 clusters Score -198233.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -198235.343750 Penalty: 2219.041016
	Iteration 30Q: 3 clusters Score -198235.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -198240.250000 Penalty: 2219.041016
	Iteration 31Q: 3 clusters Score -198240.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -198242.015625 Penalty: 2219.041016
	Iteration 32Q: 3 clusters Score -198242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -198242.859375 Penalty: 2219.041016
	Iteration 33Q: 3 clusters Score -198242.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -198242.859375 Penalty: 2219.041016
	Iteration 34F: 3 clusters Score -198242.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Entering Unmasked Estep 
Score: -1524115.000000 Penalty: 1398.024292
	Iteration 0F: 2 clusters Score -1524115 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1516053.125000 Penalty: 2796.048584
	Iteration 0F: 3 clusters Score -1516053 nChanged 5139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1518707.375000 Penalty: 2796.048584
	Iteration 1F: 3 clusters Score -1518707 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1519048.625000 Penalty: 2796.048584
	Iteration 2F: 3 clusters Score -1519049 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1519333.750000 Penalty: 2796.048584
	Iteration 3F: 3 clusters Score -1519334 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1519631.125000 Penalty: 2796.048584
	Iteration 4F: 3 clusters Score -1519631 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1519922.875000 Penalty: 2796.048584
	Iteration 5Q: 3 clusters Score -1519923 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1520227.125000 Penalty: 2796.048584
	Iteration 6Q: 3 clusters Score -1520227 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1520554.250000 Penalty: 2796.048584
	Iteration 7Q: 3 clusters Score -1520554 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1520967.875000 Penalty: 2796.048584
	Iteration 8Q: 3 clusters Score -1520968 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1521423.250000 Penalty: 2796.048584
	Iteration 9Q: 3 clusters Score -1521423 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1521861.875000 Penalty: 2796.048584
	Iteration 10Q: 3 clusters Score -1521862 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1522169.875000 Penalty: 2796.048584
	Iteration 11Q: 3 clusters Score -1522170 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -1522416.500000 Penalty: 2796.048584
	Iteration 12Q: 3 clusters Score -1522416 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -1522608.250000 Penalty: 2796.048584
	Iteration 13Q: 3 clusters Score -1522608 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -1522735.875000 Penalty: 2796.048584
	Iteration 14Q: 3 clusters Score -1522736 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1522840.000000 Penalty: 2796.048584
	Iteration 15Q: 3 clusters Score -1522840 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -1522896.875000 Penalty: 2796.048584
	Iteration 16Q: 3 clusters Score -1522897 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -1522927.875000 Penalty: 2796.048584
	Iteration 17Q: 3 clusters Score -1522928 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -1522954.250000 Penalty: 2796.048584
	Iteration 18Q: 3 clusters Score -1522954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -1522963.500000 Penalty: 2796.048584
	Iteration 19Q: 3 clusters Score -1522964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -1522965.500000 Penalty: 2796.048584
	Iteration 20F: 3 clusters Score -1522966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -1522967.500000 Penalty: 2796.048584
	Iteration 21Q: 3 clusters Score -1522968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -1522966.875000 Penalty: 2796.048584
	Iteration 22Q: 3 clusters Score -1522967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -1522967.375000 Penalty: 2796.048584
	Iteration 23Q: 3 clusters Score -1522967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -1522967.375000 Penalty: 2796.048584
	Iteration 24F: 3 clusters Score -1522967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Entering Unmasked Estep 
Score: -18381.601562 Penalty: 827.429443
	Iteration 0F: 2 clusters Score -18381.6 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 137 members 
Entering Unmasked Estep 
Score: -17771.222656 Penalty: 1654.858887
	Iteration 0F: 3 clusters Score -17771.22 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -17983.820312 Penalty: 1654.858887
	Iteration 1F: 3 clusters Score -17983.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -18104.181641 Penalty: 1654.858887
	Iteration 2F: 3 clusters Score -18104.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -18150.667969 Penalty: 1654.858887
	Iteration 3Q: 3 clusters Score -18150.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -18214.667969 Penalty: 1654.858887
	Iteration 4Q: 3 clusters Score -18214.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -18275.113281 Penalty: 1654.858887
	Iteration 5Q: 3 clusters Score -18275.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -18321.070312 Penalty: 1654.858887
	Iteration 6Q: 3 clusters Score -18321.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -18358.492188 Penalty: 1654.858887
	Iteration 7Q: 3 clusters Score -18358.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -18381.591797 Penalty: 1654.858887
	Iteration 8Q: 3 clusters Score -18381.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -18409.933594 Penalty: 1654.858887
	Iteration 9Q: 3 clusters Score -18409.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -18435.718750 Penalty: 1654.858887
	Iteration 10Q: 3 clusters Score -18435.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -18440.830078 Penalty: 1654.858887
	Iteration 11Q: 3 clusters Score -18440.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -18440.830078 Penalty: 1654.858887
	Iteration 12F: 3 clusters Score -18440.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58236 members 
Mstep: Class 2 contains 40717 members 
Mstep: Class 3 contains 11299 members 
Mstep: Class 4 contains 2552 members 
Mstep: Class 5 contains 68033 members 
Mstep: Class 6 contains 37028 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5704 members 
Mstep: Class 9 contains 8463 members 
Mstep: Class 10 contains 9569 members 
Mstep: Class 11 contains 9298 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 10174 members 
Mstep: Class 14 contains 1731 members 
Mstep: Class 15 contains 12032 members 
Mstep: Class 16 contains 142 members 
Mstep: Class 17 contains 24016 members 
Mstep: Class 18 contains 11521 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 35877 members 
Mstep: Class 21 contains 8912 members 
Mstep: Class 22 contains 5351 members 
Mstep: Class 23 contains 22135 members 
Mstep: Class 24 contains 5559 members 
Mstep: Class 25 contains 15808 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 52571 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34966 members 
Mstep: Class 31 contains 21757 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43419 members 
Mstep: Class 34 contains 7003 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9122 members 
Mstep: Class 40 contains 64685 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7143 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Mstep: Class 46 contains 118 members 
Entering Unmasked Estep 
Score: -81017624.000000 Penalty: 91791.593750
Splitting cluster 16 changes total score from -81018760.000000 to -81017624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (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: -2811648.250000 Penalty: 1500.867554
	Iteration 0F: 2 clusters Score -2811648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -2796019.750000 Penalty: 3001.735107
	Iteration 0F: 3 clusters Score -2796020 nChanged 10643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -2801745.250000 Penalty: 3001.735107
	Iteration 1F: 3 clusters Score -2801745 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -2802126.250000 Penalty: 3001.735107
	Iteration 2F: 3 clusters Score -2802126 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -2802437.500000 Penalty: 3001.735107
	Iteration 3Q: 3 clusters Score -2802438 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -2802670.500000 Penalty: 3001.735107
	Iteration 4Q: 3 clusters Score -2802670 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -2802845.250000 Penalty: 3001.735107
	Iteration 5Q: 3 clusters Score -2802845 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -2802984.750000 Penalty: 3001.735107
	Iteration 6Q: 3 clusters Score -2802985 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -2803129.500000 Penalty: 3001.735107
	Iteration 7Q: 3 clusters Score -2803130 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -2803293.750000 Penalty: 3001.735107
	Iteration 8Q: 3 clusters Score -2803294 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -2803460.250000 Penalty: 3001.735107
	Iteration 9Q: 3 clusters Score -2803460 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -2803679.000000 Penalty: 3001.735107
	Iteration 10Q: 3 clusters Score -2803679 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -2803938.250000 Penalty: 3001.735107
	Iteration 11Q: 3 clusters Score -2803938 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -2804260.250000 Penalty: 3001.735107
	Iteration 12Q: 3 clusters Score -2804260 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -2804677.750000 Penalty: 3001.735107
	Iteration 13Q: 3 clusters Score -2804678 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -2805158.750000 Penalty: 3001.735107
	Iteration 14Q: 3 clusters Score -2805159 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -2805759.250000 Penalty: 3001.735107
	Iteration 15Q: 3 clusters Score -2805759 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -2806443.250000 Penalty: 3001.735107
	Iteration 16Q: 3 clusters Score -2806443 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
Score: -2807149.500000 Penalty: 3001.735107
	Iteration 17Q: 3 clusters Score -2807150 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -2807954.500000 Penalty: 3001.735107
	Iteration 18Q: 3 clusters Score -2807954 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 21211 members 
Entering Unmasked Estep 
Score: -2808728.250000 Penalty: 3001.735107
	Iteration 19Q: 3 clusters Score -2808728 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 21968 members 
Entering Unmasked Estep 
Score: -2809333.750000 Penalty: 3001.735107
	Iteration 20F: 3 clusters Score -2809334 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -2809780.500000 Penalty: 3001.735107
	Iteration 21Q: 3 clusters Score -2809780 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 22862 members 
Entering Unmasked Estep 
Score: -2810119.500000 Penalty: 3001.735107
	Iteration 22Q: 3 clusters Score -2810120 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 23064 members 
Entering Unmasked Estep 
Score: -2810322.000000 Penalty: 3001.735107
	Iteration 23Q: 3 clusters Score -2810322 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 23176 members 
Entering Unmasked Estep 
Score: -2810426.250000 Penalty: 3001.735107
	Iteration 24Q: 3 clusters Score -2810426 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -2810505.500000 Penalty: 3001.735107
	Iteration 25Q: 3 clusters Score -2810506 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 23280 members 
Entering Unmasked Estep 
Score: -2810556.250000 Penalty: 3001.735107
	Iteration 26Q: 3 clusters Score -2810556 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 23314 members 
Entering Unmasked Estep 
Score: -2810584.500000 Penalty: 3001.735107
	Iteration 27Q: 3 clusters Score -2810584 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -2810598.500000 Penalty: 3001.735107
	Iteration 28Q: 3 clusters Score -2810598 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 23355 members 
Entering Unmasked Estep 
Score: -2810635.000000 Penalty: 3001.735107
	Iteration 29Q: 3 clusters Score -2810635 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 23372 members 
Entering Unmasked Estep 
Score: -2810656.500000 Penalty: 3001.735107
	Iteration 30Q: 3 clusters Score -2810656 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 23387 members 
Entering Unmasked Estep 
Score: -2810666.250000 Penalty: 3001.735107
	Iteration 31Q: 3 clusters Score -2810666 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 23404 members 
Entering Unmasked Estep 
Score: -2810683.750000 Penalty: 3001.735107
	Iteration 32Q: 3 clusters Score -2810684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 23409 members 
Entering Unmasked Estep 
Score: -2810692.000000 Penalty: 3001.735107
	Iteration 33Q: 3 clusters Score -2810692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 23409 members 
Entering Unmasked Estep 
Score: -2810698.750000 Penalty: 3001.735107
	Iteration 34Q: 3 clusters Score -2810699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 23414 members 
Entering Unmasked Estep 
Score: -2810698.250000 Penalty: 3001.735107
	Iteration 35Q: 3 clusters Score -2810698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 23417 members 
Entering Unmasked Estep 
Score: -2810701.250000 Penalty: 3001.735107
	Iteration 36Q: 3 clusters Score -2810701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 23419 members 
Entering Unmasked Estep 
Score: -2810705.250000 Penalty: 3001.735107
	Iteration 37Q: 3 clusters Score -2810705 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 23422 members 
Entering Unmasked Estep 
Score: -2810705.750000 Penalty: 3001.735107
	Iteration 38Q: 3 clusters Score -2810706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 23423 members 
Entering Unmasked Estep 
Score: -2810704.500000 Penalty: 3001.735107
	Iteration 39Q: 3 clusters Score -2810704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 23426 members 
Entering Unmasked Estep 
Score: -2810709.750000 Penalty: 3001.735107
	Iteration 40F: 3 clusters Score -2810710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 23430 members 
Entering Unmasked Estep 
Score: -2810713.500000 Penalty: 3001.735107
	Iteration 41Q: 3 clusters Score -2810714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 23431 members 
Entering Unmasked Estep 
Score: -2810712.750000 Penalty: 3001.735107
	Iteration 42Q: 3 clusters Score -2810713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 23431 members 
Entering Unmasked Estep 
Score: -2810712.750000 Penalty: 3001.735107
	Iteration 43F: 3 clusters Score -2810713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Entering Unmasked Estep 
Score: -1448035.125000 Penalty: 1391.566772
	Iteration 0F: 2 clusters Score -1448035 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1440430.375000 Penalty: 2783.133545
	Iteration 0F: 3 clusters Score -1440430 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1442927.500000 Penalty: 2783.133545
	Iteration 1F: 3 clusters Score -1442928 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1443222.250000 Penalty: 2783.133545
	Iteration 2F: 3 clusters Score -1443222 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1443450.000000 Penalty: 2783.133545
	Iteration 3Q: 3 clusters Score -1443450 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1443634.625000 Penalty: 2783.133545
	Iteration 4Q: 3 clusters Score -1443635 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1443821.250000 Penalty: 2783.133545
	Iteration 5Q: 3 clusters Score -1443821 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1444002.250000 Penalty: 2783.133545
	Iteration 6Q: 3 clusters Score -1444002 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1444214.625000 Penalty: 2783.133545
	Iteration 7Q: 3 clusters Score -1444215 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1444487.750000 Penalty: 2783.133545
	Iteration 8Q: 3 clusters Score -1444488 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1444820.375000 Penalty: 2783.133545
	Iteration 9Q: 3 clusters Score -1444820 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1445222.500000 Penalty: 2783.133545
	Iteration 10Q: 3 clusters Score -1445222 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1445588.000000 Penalty: 2783.133545
	Iteration 11Q: 3 clusters Score -1445588 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -1445890.375000 Penalty: 2783.133545
	Iteration 12Q: 3 clusters Score -1445890 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1446130.625000 Penalty: 2783.133545
	Iteration 13Q: 3 clusters Score -1446131 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1446323.875000 Penalty: 2783.133545
	Iteration 14Q: 3 clusters Score -1446324 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -1446477.000000 Penalty: 2783.133545
	Iteration 15Q: 3 clusters Score -1446477 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -1446595.000000 Penalty: 2783.133545
	Iteration 16Q: 3 clusters Score -1446595 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -1446694.125000 Penalty: 2783.133545
	Iteration 17Q: 3 clusters Score -1446694 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -1446758.125000 Penalty: 2783.133545
	Iteration 18Q: 3 clusters Score -1446758 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -1446802.125000 Penalty: 2783.133545
	Iteration 19Q: 3 clusters Score -1446802 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -1446834.750000 Penalty: 2783.133545
	Iteration 20F: 3 clusters Score -1446835 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1446856.625000 Penalty: 2783.133545
	Iteration 21Q: 3 clusters Score -1446857 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -1446872.125000 Penalty: 2783.133545
	Iteration 22Q: 3 clusters Score -1446872 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -1446886.875000 Penalty: 2783.133545
	Iteration 23Q: 3 clusters Score -1446887 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -1446894.875000 Penalty: 2783.133545
	Iteration 24Q: 3 clusters Score -1446895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -1446902.250000 Penalty: 2783.133545
	Iteration 25Q: 3 clusters Score -1446902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -1446904.000000 Penalty: 2783.133545
	Iteration 26Q: 3 clusters Score -1446904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -1446907.375000 Penalty: 2783.133545
	Iteration 27Q: 3 clusters Score -1446907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -1446911.250000 Penalty: 2783.133545
	Iteration 28Q: 3 clusters Score -1446911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1446916.375000 Penalty: 2783.133545
	Iteration 29Q: 3 clusters Score -1446916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -1446916.875000 Penalty: 2783.133545
	Iteration 30Q: 3 clusters Score -1446917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -1446921.875000 Penalty: 2783.133545
	Iteration 31Q: 3 clusters Score -1446922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -1446929.375000 Penalty: 2783.133545
	Iteration 32Q: 3 clusters Score -1446929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -1446934.250000 Penalty: 2783.133545
	Iteration 33Q: 3 clusters Score -1446934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -1446944.000000 Penalty: 2783.133545
	Iteration 34Q: 3 clusters Score -1446944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -1446947.250000 Penalty: 2783.133545
	Iteration 35Q: 3 clusters Score -1446947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -1446954.250000 Penalty: 2783.133545
	Iteration 36Q: 3 clusters Score -1446954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -1446959.750000 Penalty: 2783.133545
	Iteration 37Q: 3 clusters Score -1446960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -1446962.375000 Penalty: 2783.133545
	Iteration 38Q: 3 clusters Score -1446962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -1446969.250000 Penalty: 2783.133545
	Iteration 39Q: 3 clusters Score -1446969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -1446970.375000 Penalty: 2783.133545
	Iteration 40F: 3 clusters Score -1446970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -1446976.875000 Penalty: 2783.133545
	Iteration 41Q: 3 clusters Score -1446977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -1446983.125000 Penalty: 2783.133545
	Iteration 42Q: 3 clusters Score -1446983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -1446982.250000 Penalty: 2783.133545
	Iteration 43Q: 3 clusters Score -1446982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -1446982.250000 Penalty: 2783.133545
	Iteration 44F: 3 clusters Score -1446982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Entering Unmasked Estep 
Score: -527071.687500 Penalty: 1248.505737
	Iteration 0F: 2 clusters Score -527071.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -523697.500000 Penalty: 2497.011475
	Iteration 0F: 3 clusters Score -523697.5 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -524606.562500 Penalty: 2497.011475
	Iteration 1F: 3 clusters Score -524606.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -524804.250000 Penalty: 2497.011475
	Iteration 2F: 3 clusters Score -524804.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -524923.312500 Penalty: 2497.011475
	Iteration 3Q: 3 clusters Score -524923.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -525004.875000 Penalty: 2497.011475
	Iteration 4Q: 3 clusters Score -525004.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -525069.375000 Penalty: 2497.011475
	Iteration 5Q: 3 clusters Score -525069.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -525121.062500 Penalty: 2497.011475
	Iteration 6Q: 3 clusters Score -525121.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -525167.125000 Penalty: 2497.011475
	Iteration 7Q: 3 clusters Score -525167.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -525197.125000 Penalty: 2497.011475
	Iteration 8Q: 3 clusters Score -525197.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -525220.687500 Penalty: 2497.011475
	Iteration 9Q: 3 clusters Score -525220.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -525244.000000 Penalty: 2497.011475
	Iteration 10Q: 3 clusters Score -525244 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -525273.187500 Penalty: 2497.011475
	Iteration 11Q: 3 clusters Score -525273.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -525294.750000 Penalty: 2497.011475
	Iteration 12Q: 3 clusters Score -525294.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -525317.312500 Penalty: 2497.011475
	Iteration 13Q: 3 clusters Score -525317.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -525342.750000 Penalty: 2497.011475
	Iteration 14Q: 3 clusters Score -525342.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -525367.625000 Penalty: 2497.011475
	Iteration 15Q: 3 clusters Score -525367.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -525393.375000 Penalty: 2497.011475
	Iteration 16Q: 3 clusters Score -525393.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -525416.250000 Penalty: 2497.011475
	Iteration 17Q: 3 clusters Score -525416.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -525442.937500 Penalty: 2497.011475
	Iteration 18Q: 3 clusters Score -525442.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -525476.125000 Penalty: 2497.011475
	Iteration 19Q: 3 clusters Score -525476.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -525512.250000 Penalty: 2497.011475
	Iteration 20F: 3 clusters Score -525512.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -525537.187500 Penalty: 2497.011475
	Iteration 21Q: 3 clusters Score -525537.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -525556.625000 Penalty: 2497.011475
	Iteration 22Q: 3 clusters Score -525556.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -525576.437500 Penalty: 2497.011475
	Iteration 23Q: 3 clusters Score -525576.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -525595.750000 Penalty: 2497.011475
	Iteration 24Q: 3 clusters Score -525595.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -525623.500000 Penalty: 2497.011475
	Iteration 25Q: 3 clusters Score -525623.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -525658.562500 Penalty: 2497.011475
	Iteration 26Q: 3 clusters Score -525658.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -525698.437500 Penalty: 2497.011475
	Iteration 27Q: 3 clusters Score -525698.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -525737.812500 Penalty: 2497.011475
	Iteration 28Q: 3 clusters Score -525737.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -525771.875000 Penalty: 2497.011475
	Iteration 29Q: 3 clusters Score -525771.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -525803.625000 Penalty: 2497.011475
	Iteration 30Q: 3 clusters Score -525803.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -525834.187500 Penalty: 2497.011475
	Iteration 31Q: 3 clusters Score -525834.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -525859.875000 Penalty: 2497.011475
	Iteration 32Q: 3 clusters Score -525859.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -525886.312500 Penalty: 2497.011475
	Iteration 33Q: 3 clusters Score -525886.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -525908.937500 Penalty: 2497.011475
	Iteration 34Q: 3 clusters Score -525908.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -525926.250000 Penalty: 2497.011475
	Iteration 35Q: 3 clusters Score -525926.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -525940.187500 Penalty: 2497.011475
	Iteration 36Q: 3 clusters Score -525940.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -525950.062500 Penalty: 2497.011475
	Iteration 37Q: 3 clusters Score -525950.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -525958.625000 Penalty: 2497.011475
	Iteration 38Q: 3 clusters Score -525958.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -525973.562500 Penalty: 2497.011475
	Iteration 39Q: 3 clusters Score -525973.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -525987.687500 Penalty: 2497.011475
	Iteration 40F: 3 clusters Score -525987.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -525998.187500 Penalty: 2497.011475
	Iteration 41Q: 3 clusters Score -525998.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -526002.562500 Penalty: 2497.011475
	Iteration 42Q: 3 clusters Score -526002.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -526007.562500 Penalty: 2497.011475
	Iteration 43Q: 3 clusters Score -526007.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -526009.562500 Penalty: 2497.011475
	Iteration 44Q: 3 clusters Score -526009.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -526011.437500 Penalty: 2497.011475
	Iteration 45Q: 3 clusters Score -526011.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -526012.000000 Penalty: 2497.011475
	Iteration 46Q: 3 clusters Score -526012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -526012.062500 Penalty: 2497.011475
	Iteration 47Q: 3 clusters Score -526012.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -526012.500000 Penalty: 2497.011475
	Iteration 48Q: 3 clusters Score -526012.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -526013.750000 Penalty: 2497.011475
	Iteration 49Q: 3 clusters Score -526013.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -526013.750000 Penalty: 2497.011475
	Iteration 50F: 3 clusters Score -526013.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (35877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35877 members 
Entering Unmasked Estep 
Score: -4507756.500000 Penalty: 1560.592407
	Iteration 0F: 2 clusters Score -4507756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -4484461.000000 Penalty: 3121.184814
	Iteration 0F: 3 clusters Score -4484461 nChanged 16283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -4493303.500000 Penalty: 3121.184814
	Iteration 1F: 3 clusters Score -4493304 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -4493728.000000 Penalty: 3121.184814
	Iteration 2Q: 3 clusters Score -4493728 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -4494124.500000 Penalty: 3121.184814
	Iteration 3Q: 3 clusters Score -4494124 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 19327 members 
Entering Unmasked Estep 
Score: -4494476.500000 Penalty: 3121.184814
	Iteration 4Q: 3 clusters Score -4494476 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -4494842.000000 Penalty: 3121.184814
	Iteration 5Q: 3 clusters Score -4494842 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -4495281.500000 Penalty: 3121.184814
	Iteration 6Q: 3 clusters Score -4495282 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 22246 members 
Entering Unmasked Estep 
Score: -4495860.500000 Penalty: 3121.184814
	Iteration 7Q: 3 clusters Score -4495860 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 23890 members 
Entering Unmasked Estep 
Score: -4496806.500000 Penalty: 3121.184814
	Iteration 8F: 3 clusters Score -4496806 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 25879 members 
Entering Unmasked Estep 
Score: -4498042.500000 Penalty: 3121.184814
	Iteration 9F: 3 clusters Score -4498042 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 28178 members 
Entering Unmasked Estep 
Score: -4499708.500000 Penalty: 3121.184814
	Iteration 10F: 3 clusters Score -4499708 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 30536 members 
Entering Unmasked Estep 
Score: -4501660.500000 Penalty: 3121.184814
	Iteration 11F: 3 clusters Score -4501660 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 32659 members 
Entering Unmasked Estep 
Score: -4503530.000000 Penalty: 3121.184814
	Iteration 12F: 3 clusters Score -4503530 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 34171 members 
Entering Unmasked Estep 
Score: -4504932.500000 Penalty: 3121.184814
	Iteration 13Q: 3 clusters Score -4504932 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 35018 members 
Entering Unmasked Estep 
Score: -4505747.500000 Penalty: 3121.184814
	Iteration 14Q: 3 clusters Score -4505748 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 35382 members 
Entering Unmasked Estep 
Score: -4506109.000000 Penalty: 3121.184814
	Iteration 15Q: 3 clusters Score -4506109 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 35513 members 
Entering Unmasked Estep 
Score: -4506262.500000 Penalty: 3121.184814
	Iteration 16Q: 3 clusters Score -4506262 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 35565 members 
Entering Unmasked Estep 
Score: -4506326.500000 Penalty: 3121.184814
	Iteration 17Q: 3 clusters Score -4506326 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 35597 members 
Entering Unmasked Estep 
Score: -4506381.000000 Penalty: 3121.184814
	Iteration 18Q: 3 clusters Score -4506381 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 35611 members 
Entering Unmasked Estep 
Score: -4506411.000000 Penalty: 3121.184814
	Iteration 19Q: 3 clusters Score -4506411 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 35617 members 
Entering Unmasked Estep 
Score: -4506422.500000 Penalty: 3121.184814
	Iteration 20F: 3 clusters Score -4506422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 35625 members 
Entering Unmasked Estep 
Score: -4506430.500000 Penalty: 3121.184814
	Iteration 21Q: 3 clusters Score -4506430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 35624 members 
Entering Unmasked Estep 
Score: -4506440.500000 Penalty: 3121.184814
	Iteration 22Q: 3 clusters Score -4506440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 35628 members 
Entering Unmasked Estep 
Score: -4506448.000000 Penalty: 3121.184814
	Iteration 23Q: 3 clusters Score -4506448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 35625 members 
Entering Unmasked Estep 
Score: -4506458.000000 Penalty: 3121.184814
	Iteration 24Q: 3 clusters Score -4506458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 35626 members 
Entering Unmasked Estep 
Score: -4506462.000000 Penalty: 3121.184814
	Iteration 25Q: 3 clusters Score -4506462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 35628 members 
Entering Unmasked Estep 
Score: -4506464.000000 Penalty: 3121.184814
	Iteration 26Q: 3 clusters Score -4506464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 35630 members 
Entering Unmasked Estep 
Score: -4506472.000000 Penalty: 3121.184814
	Iteration 27Q: 3 clusters Score -4506472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 35633 members 
Entering Unmasked Estep 
Score: -4506474.500000 Penalty: 3121.184814
	Iteration 28Q: 3 clusters Score -4506474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 35636 members 
Entering Unmasked Estep 
Score: -4506479.000000 Penalty: 3121.184814
	Iteration 29Q: 3 clusters Score -4506479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 35637 members 
Entering Unmasked Estep 
Score: -4506479.000000 Penalty: 3121.184814
	Iteration 30Q: 3 clusters Score -4506479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 35637 members 
Entering Unmasked Estep 
Score: -4506479.000000 Penalty: 3121.184814
	Iteration 31F: 3 clusters Score -4506479 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Entering Unmasked Estep 
Score: -1127298.500000 Penalty: 1353.358887
	Iteration 0F: 2 clusters Score -1127298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1121191.375000 Penalty: 2706.717773
	Iteration 0F: 3 clusters Score -1121191 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1123091.750000 Penalty: 2706.717773
	Iteration 1F: 3 clusters Score -1123092 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1123349.125000 Penalty: 2706.717773
	Iteration 2F: 3 clusters Score -1123349 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1123547.875000 Penalty: 2706.717773
	Iteration 3F: 3 clusters Score -1123548 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1123705.000000 Penalty: 2706.717773
	Iteration 4Q: 3 clusters Score -1123705 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1123835.625000 Penalty: 2706.717773
	Iteration 5Q: 3 clusters Score -1123836 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1123950.750000 Penalty: 2706.717773
	Iteration 6Q: 3 clusters Score -1123951 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1124075.875000 Penalty: 2706.717773
	Iteration 7Q: 3 clusters Score -1124076 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1124201.000000 Penalty: 2706.717773
	Iteration 8Q: 3 clusters Score -1124201 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1124318.375000 Penalty: 2706.717773
	Iteration 9Q: 3 clusters Score -1124318 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1124446.125000 Penalty: 2706.717773
	Iteration 10Q: 3 clusters Score -1124446 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1124572.375000 Penalty: 2706.717773
	Iteration 11Q: 3 clusters Score -1124572 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1124705.375000 Penalty: 2706.717773
	Iteration 12Q: 3 clusters Score -1124705 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1124836.000000 Penalty: 2706.717773
	Iteration 13Q: 3 clusters Score -1124836 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1124963.875000 Penalty: 2706.717773
	Iteration 14Q: 3 clusters Score -1124964 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1125073.375000 Penalty: 2706.717773
	Iteration 15Q: 3 clusters Score -1125073 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1125178.125000 Penalty: 2706.717773
	Iteration 16Q: 3 clusters Score -1125178 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1125282.500000 Penalty: 2706.717773
	Iteration 17Q: 3 clusters Score -1125282 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1125376.250000 Penalty: 2706.717773
	Iteration 18Q: 3 clusters Score -1125376 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1125463.250000 Penalty: 2706.717773
	Iteration 19Q: 3 clusters Score -1125463 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1125552.875000 Penalty: 2706.717773
	Iteration 20F: 3 clusters Score -1125553 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1125655.750000 Penalty: 2706.717773
	Iteration 21Q: 3 clusters Score -1125656 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1125743.750000 Penalty: 2706.717773
	Iteration 22Q: 3 clusters Score -1125744 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1125789.125000 Penalty: 2706.717773
	Iteration 23Q: 3 clusters Score -1125789 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1125828.000000 Penalty: 2706.717773
	Iteration 24Q: 3 clusters Score -1125828 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1125854.625000 Penalty: 2706.717773
	Iteration 25Q: 3 clusters Score -1125855 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1125873.750000 Penalty: 2706.717773
	Iteration 26Q: 3 clusters Score -1125874 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1125888.250000 Penalty: 2706.717773
	Iteration 27Q: 3 clusters Score -1125888 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1125900.125000 Penalty: 2706.717773
	Iteration 28Q: 3 clusters Score -1125900 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1125907.000000 Penalty: 2706.717773
	Iteration 29Q: 3 clusters Score -1125907 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1125912.375000 Penalty: 2706.717773
	Iteration 30Q: 3 clusters Score -1125912 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1125916.250000 Penalty: 2706.717773
	Iteration 31Q: 3 clusters Score -1125916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1125919.625000 Penalty: 2706.717773
	Iteration 32Q: 3 clusters Score -1125920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1125919.750000 Penalty: 2706.717773
	Iteration 33Q: 3 clusters Score -1125920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1125925.875000 Penalty: 2706.717773
	Iteration 34Q: 3 clusters Score -1125926 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1125928.375000 Penalty: 2706.717773
	Iteration 35Q: 3 clusters Score -1125928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1125930.750000 Penalty: 2706.717773
	Iteration 36Q: 3 clusters Score -1125931 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1125931.375000 Penalty: 2706.717773
	Iteration 37Q: 3 clusters Score -1125931 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1125937.875000 Penalty: 2706.717773
	Iteration 38Q: 3 clusters Score -1125938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1125939.625000 Penalty: 2706.717773
	Iteration 39Q: 3 clusters Score -1125940 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1125942.750000 Penalty: 2706.717773
	Iteration 40F: 3 clusters Score -1125943 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1125948.625000 Penalty: 2706.717773
	Iteration 41Q: 3 clusters Score -1125949 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1125953.000000 Penalty: 2706.717773
	Iteration 42Q: 3 clusters Score -1125953 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1125962.250000 Penalty: 2706.717773
	Iteration 43Q: 3 clusters Score -1125962 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1125966.375000 Penalty: 2706.717773
	Iteration 44Q: 3 clusters Score -1125966 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1125971.500000 Penalty: 2706.717773
	Iteration 45Q: 3 clusters Score -1125972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1125973.000000 Penalty: 2706.717773
	Iteration 46Q: 3 clusters Score -1125973 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1125976.125000 Penalty: 2706.717773
	Iteration 47Q: 3 clusters Score -1125976 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1125982.750000 Penalty: 2706.717773
	Iteration 48Q: 3 clusters Score -1125983 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1125987.875000 Penalty: 2706.717773
	Iteration 49Q: 3 clusters Score -1125988 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1125993.750000 Penalty: 2706.717773
	Iteration 50Q: 3 clusters Score -1125994 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1126003.625000 Penalty: 2706.717773
	Iteration 51Q: 3 clusters Score -1126004 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1126007.750000 Penalty: 2706.717773
	Iteration 52Q: 3 clusters Score -1126008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1126009.375000 Penalty: 2706.717773
	Iteration 53Q: 3 clusters Score -1126009 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1126013.000000 Penalty: 2706.717773
	Iteration 54Q: 3 clusters Score -1126013 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1126015.625000 Penalty: 2706.717773
	Iteration 55Q: 3 clusters Score -1126016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1126020.250000 Penalty: 2706.717773
	Iteration 56Q: 3 clusters Score -1126020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1126019.250000 Penalty: 2706.717773
	Iteration 57Q: 3 clusters Score -1126019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1126020.125000 Penalty: 2706.717773
	Iteration 58Q: 3 clusters Score -1126020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1126021.625000 Penalty: 2706.717773
	Iteration 59Q: 3 clusters Score -1126022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1126021.000000 Penalty: 2706.717773
	Iteration 60F: 3 clusters Score -1126021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1126022.875000 Penalty: 2706.717773
	Iteration 61Q: 3 clusters Score -1126023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1126027.375000 Penalty: 2706.717773
	Iteration 62Q: 3 clusters Score -1126027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1126026.750000 Penalty: 2706.717773
	Iteration 63Q: 3 clusters Score -1126027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1126024.500000 Penalty: 2706.717773
	Iteration 64Q: 3 clusters Score -1126024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1126026.500000 Penalty: 2706.717773
	Iteration 65Q: 3 clusters Score -1126026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1126026.000000 Penalty: 2706.717773
	Iteration 66Q: 3 clusters Score -1126026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1126027.125000 Penalty: 2706.717773
	Iteration 67Q: 3 clusters Score -1126027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1126027.875000 Penalty: 2706.717773
	Iteration 68Q: 3 clusters Score -1126028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1126027.875000 Penalty: 2706.717773
	Iteration 69Q: 3 clusters Score -1126028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1126026.875000 Penalty: 2706.717773
	Iteration 70Q: 3 clusters Score -1126027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1126028.125000 Penalty: 2706.717773
	Iteration 71Q: 3 clusters Score -1126028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1126028.125000 Penalty: 2706.717773
	Iteration 72F: 3 clusters Score -1126028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Entering Unmasked Estep 
Score: -639643.000000 Penalty: 1277.453857
	Iteration 0F: 2 clusters Score -639643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -635767.062500 Penalty: 2554.907715
	Iteration 0F: 3 clusters Score -635767.1 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -637003.000000 Penalty: 2554.907715
	Iteration 1F: 3 clusters Score -637003 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -637282.437500 Penalty: 2554.907715
	Iteration 2F: 3 clusters Score -637282.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -637477.187500 Penalty: 2554.907715
	Iteration 3F: 3 clusters Score -637477.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -637647.125000 Penalty: 2554.907715
	Iteration 4Q: 3 clusters Score -637647.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -637778.625000 Penalty: 2554.907715
	Iteration 5Q: 3 clusters Score -637778.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -637911.937500 Penalty: 2554.907715
	Iteration 6Q: 3 clusters Score -637911.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -638050.187500 Penalty: 2554.907715
	Iteration 7Q: 3 clusters Score -638050.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -638180.937500 Penalty: 2554.907715
	Iteration 8Q: 3 clusters Score -638180.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -638305.437500 Penalty: 2554.907715
	Iteration 9Q: 3 clusters Score -638305.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -638403.750000 Penalty: 2554.907715
	Iteration 10Q: 3 clusters Score -638403.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -638501.812500 Penalty: 2554.907715
	Iteration 11Q: 3 clusters Score -638501.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -638585.500000 Penalty: 2554.907715
	Iteration 12Q: 3 clusters Score -638585.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -638648.500000 Penalty: 2554.907715
	Iteration 13Q: 3 clusters Score -638648.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -638683.187500 Penalty: 2554.907715
	Iteration 14Q: 3 clusters Score -638683.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -638710.687500 Penalty: 2554.907715
	Iteration 15Q: 3 clusters Score -638710.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -638738.250000 Penalty: 2554.907715
	Iteration 16Q: 3 clusters Score -638738.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -638761.625000 Penalty: 2554.907715
	Iteration 17Q: 3 clusters Score -638761.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -638775.750000 Penalty: 2554.907715
	Iteration 18Q: 3 clusters Score -638775.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -638789.062500 Penalty: 2554.907715
	Iteration 19Q: 3 clusters Score -638789.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -638799.250000 Penalty: 2554.907715
	Iteration 20F: 3 clusters Score -638799.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -638810.000000 Penalty: 2554.907715
	Iteration 21Q: 3 clusters Score -638810 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -638823.250000 Penalty: 2554.907715
	Iteration 22Q: 3 clusters Score -638823.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -638832.312500 Penalty: 2554.907715
	Iteration 23Q: 3 clusters Score -638832.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -638841.375000 Penalty: 2554.907715
	Iteration 24Q: 3 clusters Score -638841.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -638851.312500 Penalty: 2554.907715
	Iteration 25Q: 3 clusters Score -638851.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -638855.937500 Penalty: 2554.907715
	Iteration 26Q: 3 clusters Score -638855.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -638860.812500 Penalty: 2554.907715
	Iteration 27Q: 3 clusters Score -638860.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -638867.437500 Penalty: 2554.907715
	Iteration 28Q: 3 clusters Score -638867.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -638870.812500 Penalty: 2554.907715
	Iteration 29Q: 3 clusters Score -638870.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -638874.625000 Penalty: 2554.907715
	Iteration 30Q: 3 clusters Score -638874.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -638875.187500 Penalty: 2554.907715
	Iteration 31Q: 3 clusters Score -638875.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -638877.875000 Penalty: 2554.907715
	Iteration 32Q: 3 clusters Score -638877.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -638879.000000 Penalty: 2554.907715
	Iteration 33Q: 3 clusters Score -638879 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -638881.750000 Penalty: 2554.907715
	Iteration 34Q: 3 clusters Score -638881.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -638882.937500 Penalty: 2554.907715
	Iteration 35Q: 3 clusters Score -638882.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -638884.875000 Penalty: 2554.907715
	Iteration 36Q: 3 clusters Score -638884.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -638888.437500 Penalty: 2554.907715
	Iteration 37Q: 3 clusters Score -638888.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -638889.875000 Penalty: 2554.907715
	Iteration 38Q: 3 clusters Score -638889.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -638892.062500 Penalty: 2554.907715
	Iteration 39Q: 3 clusters Score -638892.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -638893.875000 Penalty: 2554.907715
	Iteration 40F: 3 clusters Score -638893.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -638894.312500 Penalty: 2554.907715
	Iteration 41Q: 3 clusters Score -638894.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -638895.500000 Penalty: 2554.907715
	Iteration 42Q: 3 clusters Score -638895.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -638895.937500 Penalty: 2554.907715
	Iteration 43Q: 3 clusters Score -638895.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -638898.312500 Penalty: 2554.907715
	Iteration 44Q: 3 clusters Score -638898.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -638905.187500 Penalty: 2554.907715
	Iteration 45Q: 3 clusters Score -638905.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -638907.625000 Penalty: 2554.907715
	Iteration 46Q: 3 clusters Score -638907.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -638915.500000 Penalty: 2554.907715
	Iteration 47Q: 3 clusters Score -638915.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -638919.625000 Penalty: 2554.907715
	Iteration 48Q: 3 clusters Score -638919.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -638922.812500 Penalty: 2554.907715
	Iteration 49Q: 3 clusters Score -638922.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -638927.937500 Penalty: 2554.907715
	Iteration 50Q: 3 clusters Score -638927.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -638929.812500 Penalty: 2554.907715
	Iteration 51Q: 3 clusters Score -638929.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -638931.750000 Penalty: 2554.907715
	Iteration 52Q: 3 clusters Score -638931.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -638932.312500 Penalty: 2554.907715
	Iteration 53Q: 3 clusters Score -638932.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -638933.500000 Penalty: 2554.907715
	Iteration 54Q: 3 clusters Score -638933.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -638935.125000 Penalty: 2554.907715
	Iteration 55Q: 3 clusters Score -638935.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -638938.000000 Penalty: 2554.907715
	Iteration 56Q: 3 clusters Score -638938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -638939.125000 Penalty: 2554.907715
	Iteration 57Q: 3 clusters Score -638939.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -638939.000000 Penalty: 2554.907715
	Iteration 58Q: 3 clusters Score -638939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -638939.562500 Penalty: 2554.907715
	Iteration 59Q: 3 clusters Score -638939.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -638940.750000 Penalty: 2554.907715
	Iteration 60F: 3 clusters Score -638940.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -2800530.750000 Penalty: 1488.731445
	Iteration 0F: 2 clusters Score -2800531 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -2786063.000000 Penalty: 2977.462891
	Iteration 0F: 3 clusters Score -2786063 nChanged 9751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -2791407.250000 Penalty: 2977.462891
	Iteration 1F: 3 clusters Score -2791407 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -2792052.250000 Penalty: 2977.462891
	Iteration 2F: 3 clusters Score -2792052 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -2792788.000000 Penalty: 2977.462891
	Iteration 3F: 3 clusters Score -2792788 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -2793744.000000 Penalty: 2977.462891
	Iteration 4F: 3 clusters Score -2793744 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -2794831.750000 Penalty: 2977.462891
	Iteration 5F: 3 clusters Score -2794832 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -2795851.500000 Penalty: 2977.462891
	Iteration 6F: 3 clusters Score -2795852 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -2796726.750000 Penalty: 2977.462891
	Iteration 7F: 3 clusters Score -2796727 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -2797436.000000 Penalty: 2977.462891
	Iteration 8Q: 3 clusters Score -2797436 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -2798000.500000 Penalty: 2977.462891
	Iteration 9Q: 3 clusters Score -2798000 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -2798447.250000 Penalty: 2977.462891
	Iteration 10Q: 3 clusters Score -2798447 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -2798753.000000 Penalty: 2977.462891
	Iteration 11Q: 3 clusters Score -2798753 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -2798994.750000 Penalty: 2977.462891
	Iteration 12Q: 3 clusters Score -2798995 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -2799160.000000 Penalty: 2977.462891
	Iteration 13Q: 3 clusters Score -2799160 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -2799276.750000 Penalty: 2977.462891
	Iteration 14Q: 3 clusters Score -2799277 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -2799353.250000 Penalty: 2977.462891
	Iteration 15Q: 3 clusters Score -2799353 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -2799416.250000 Penalty: 2977.462891
	Iteration 16Q: 3 clusters Score -2799416 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -2799442.000000 Penalty: 2977.462891
	Iteration 17Q: 3 clusters Score -2799442 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -2799478.500000 Penalty: 2977.462891
	Iteration 18Q: 3 clusters Score -2799478 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -2799492.000000 Penalty: 2977.462891
	Iteration 19Q: 3 clusters Score -2799492 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -2799515.500000 Penalty: 2977.462891
	Iteration 20F: 3 clusters Score -2799516 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -2799539.250000 Penalty: 2977.462891
	Iteration 21Q: 3 clusters Score -2799539 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -2799551.000000 Penalty: 2977.462891
	Iteration 22Q: 3 clusters Score -2799551 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -2799556.500000 Penalty: 2977.462891
	Iteration 23Q: 3 clusters Score -2799556 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -2799562.250000 Penalty: 2977.462891
	Iteration 24Q: 3 clusters Score -2799562 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -2799572.500000 Penalty: 2977.462891
	Iteration 25Q: 3 clusters Score -2799572 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -2799577.000000 Penalty: 2977.462891
	Iteration 26Q: 3 clusters Score -2799577 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 20545 members 
Entering Unmasked Estep 
Score: -2799581.250000 Penalty: 2977.462891
	Iteration 27Q: 3 clusters Score -2799581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -2799578.750000 Penalty: 2977.462891
	Iteration 28Q: 3 clusters Score -2799579 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -2799579.000000 Penalty: 2977.462891
	Iteration 29Q: 3 clusters Score -2799579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
Score: -2799585.000000 Penalty: 2977.462891
	Iteration 30Q: 3 clusters Score -2799585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -2799581.750000 Penalty: 2977.462891
	Iteration 31Q: 3 clusters Score -2799582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -2799583.500000 Penalty: 2977.462891
	Iteration 32Q: 3 clusters Score -2799584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -2799579.500000 Penalty: 2977.462891
	Iteration 33Q: 3 clusters Score -2799580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 20573 members 
Entering Unmasked Estep 
Score: -2799579.500000 Penalty: 2977.462891
	Iteration 34Q: 3 clusters Score -2799580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -2799583.750000 Penalty: 2977.462891
	Iteration 35Q: 3 clusters Score -2799584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -2799583.750000 Penalty: 2977.462891
	Iteration 36F: 3 clusters Score -2799584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Entering Unmasked Estep 
Score: -651535.750000 Penalty: 1283.128296
	Iteration 0F: 2 clusters Score -651535.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -647489.437500 Penalty: 2566.256592
	Iteration 0F: 3 clusters Score -647489.4 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -648770.437500 Penalty: 2566.256592
	Iteration 1F: 3 clusters Score -648770.4 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -649067.500000 Penalty: 2566.256592
	Iteration 2F: 3 clusters Score -649067.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -649242.000000 Penalty: 2566.256592
	Iteration 3F: 3 clusters Score -649242 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -649371.750000 Penalty: 2566.256592
	Iteration 4Q: 3 clusters Score -649371.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -649484.187500 Penalty: 2566.256592
	Iteration 5Q: 3 clusters Score -649484.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -649592.812500 Penalty: 2566.256592
	Iteration 6Q: 3 clusters Score -649592.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -649684.687500 Penalty: 2566.256592
	Iteration 7Q: 3 clusters Score -649684.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -649783.062500 Penalty: 2566.256592
	Iteration 8Q: 3 clusters Score -649783.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -649908.000000 Penalty: 2566.256592
	Iteration 9Q: 3 clusters Score -649908 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -650061.375000 Penalty: 2566.256592
	Iteration 10Q: 3 clusters Score -650061.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -650202.062500 Penalty: 2566.256592
	Iteration 11Q: 3 clusters Score -650202.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -650373.000000 Penalty: 2566.256592
	Iteration 12Q: 3 clusters Score -650373 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -650514.625000 Penalty: 2566.256592
	Iteration 13Q: 3 clusters Score -650514.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -650630.062500 Penalty: 2566.256592
	Iteration 14Q: 3 clusters Score -650630.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -650731.312500 Penalty: 2566.256592
	Iteration 15Q: 3 clusters Score -650731.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -650806.500000 Penalty: 2566.256592
	Iteration 16Q: 3 clusters Score -650806.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -650863.812500 Penalty: 2566.256592
	Iteration 17Q: 3 clusters Score -650863.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -650905.687500 Penalty: 2566.256592
	Iteration 18Q: 3 clusters Score -650905.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -650939.750000 Penalty: 2566.256592
	Iteration 19Q: 3 clusters Score -650939.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -650964.750000 Penalty: 2566.256592
	Iteration 20F: 3 clusters Score -650964.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -650984.687500 Penalty: 2566.256592
	Iteration 21Q: 3 clusters Score -650984.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -651003.625000 Penalty: 2566.256592
	Iteration 22Q: 3 clusters Score -651003.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -651018.500000 Penalty: 2566.256592
	Iteration 23Q: 3 clusters Score -651018.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -651024.812500 Penalty: 2566.256592
	Iteration 24Q: 3 clusters Score -651024.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -651029.375000 Penalty: 2566.256592
	Iteration 25Q: 3 clusters Score -651029.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -651034.687500 Penalty: 2566.256592
	Iteration 26Q: 3 clusters Score -651034.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -651039.062500 Penalty: 2566.256592
	Iteration 27Q: 3 clusters Score -651039.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -651042.812500 Penalty: 2566.256592
	Iteration 28Q: 3 clusters Score -651042.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -651044.250000 Penalty: 2566.256592
	Iteration 29Q: 3 clusters Score -651044.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -651048.312500 Penalty: 2566.256592
	Iteration 30Q: 3 clusters Score -651048.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -651051.500000 Penalty: 2566.256592
	Iteration 31Q: 3 clusters Score -651051.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -651055.562500 Penalty: 2566.256592
	Iteration 32Q: 3 clusters Score -651055.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -651062.187500 Penalty: 2566.256592
	Iteration 33Q: 3 clusters Score -651062.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -651068.750000 Penalty: 2566.256592
	Iteration 34Q: 3 clusters Score -651068.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -651071.750000 Penalty: 2566.256592
	Iteration 35Q: 3 clusters Score -651071.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -651072.437500 Penalty: 2566.256592
	Iteration 36Q: 3 clusters Score -651072.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -651078.750000 Penalty: 2566.256592
	Iteration 37Q: 3 clusters Score -651078.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -651082.687500 Penalty: 2566.256592
	Iteration 38Q: 3 clusters Score -651082.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -651082.000000 Penalty: 2566.256592
	Iteration 39Q: 3 clusters Score -651082 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -651087.500000 Penalty: 2566.256592
	Iteration 40F: 3 clusters Score -651087.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -651092.937500 Penalty: 2566.256592
	Iteration 41Q: 3 clusters Score -651092.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -651099.875000 Penalty: 2566.256592
	Iteration 42Q: 3 clusters Score -651099.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -651102.812500 Penalty: 2566.256592
	Iteration 43Q: 3 clusters Score -651102.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -651108.812500 Penalty: 2566.256592
	Iteration 44Q: 3 clusters Score -651108.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -651111.062500 Penalty: 2566.256592
	Iteration 45Q: 3 clusters Score -651111.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -651115.000000 Penalty: 2566.256592
	Iteration 46Q: 3 clusters Score -651115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -651115.125000 Penalty: 2566.256592
	Iteration 47Q: 3 clusters Score -651115.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -651117.750000 Penalty: 2566.256592
	Iteration 48Q: 3 clusters Score -651117.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -651117.812500 Penalty: 2566.256592
	Iteration 49Q: 3 clusters Score -651117.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -651120.312500 Penalty: 2566.256592
	Iteration 50Q: 3 clusters Score -651120.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -651122.000000 Penalty: 2566.256592
	Iteration 51Q: 3 clusters Score -651122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -651124.250000 Penalty: 2566.256592
	Iteration 52Q: 3 clusters Score -651124.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -651125.187500 Penalty: 2566.256592
	Iteration 53Q: 3 clusters Score -651125.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -651124.250000 Penalty: 2566.256592
	Iteration 54Q: 3 clusters Score -651124.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -651125.625000 Penalty: 2566.256592
	Iteration 55Q: 3 clusters Score -651125.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -651125.375000 Penalty: 2566.256592
	Iteration 56Q: 3 clusters Score -651125.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -651127.500000 Penalty: 2566.256592
	Iteration 57Q: 3 clusters Score -651127.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -651129.312500 Penalty: 2566.256592
	Iteration 58Q: 3 clusters Score -651129.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -651130.812500 Penalty: 2566.256592
	Iteration 59Q: 3 clusters Score -651130.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -651131.937500 Penalty: 2566.256592
	Iteration 60F: 3 clusters Score -651131.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -651134.250000 Penalty: 2566.256592
	Iteration 61Q: 3 clusters Score -651134.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -651133.812500 Penalty: 2566.256592
	Iteration 62Q: 3 clusters Score -651133.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -651134.687500 Penalty: 2566.256592
	Iteration 63Q: 3 clusters Score -651134.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -651136.375000 Penalty: 2566.256592
	Iteration 64Q: 3 clusters Score -651136.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -651136.375000 Penalty: 2566.256592
	Iteration 65Q: 3 clusters Score -651136.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -651136.812500 Penalty: 2566.256592
	Iteration 66Q: 3 clusters Score -651136.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -651136.812500 Penalty: 2566.256592
	Iteration 67F: 3 clusters Score -651136.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (15808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Entering Unmasked Estep 
Score: -1905410.750000 Penalty: 1438.638794
	Iteration 0F: 2 clusters Score -1905411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1895052.750000 Penalty: 2877.277588
	Iteration 0F: 3 clusters Score -1895053 nChanged 6841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1898845.875000 Penalty: 2877.277588
	Iteration 1F: 3 clusters Score -1898846 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1899394.500000 Penalty: 2877.277588
	Iteration 2F: 3 clusters Score -1899394 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1899867.250000 Penalty: 2877.277588
	Iteration 3F: 3 clusters Score -1899867 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1900291.375000 Penalty: 2877.277588
	Iteration 4F: 3 clusters Score -1900291 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1900651.125000 Penalty: 2877.277588
	Iteration 5Q: 3 clusters Score -1900651 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1900972.000000 Penalty: 2877.277588
	Iteration 6Q: 3 clusters Score -1900972 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1901271.750000 Penalty: 2877.277588
	Iteration 7Q: 3 clusters Score -1901272 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1901506.125000 Penalty: 2877.277588
	Iteration 8Q: 3 clusters Score -1901506 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1901725.750000 Penalty: 2877.277588
	Iteration 9Q: 3 clusters Score -1901726 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1901938.375000 Penalty: 2877.277588
	Iteration 10Q: 3 clusters Score -1901938 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1902131.000000 Penalty: 2877.277588
	Iteration 11Q: 3 clusters Score -1902131 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1902293.875000 Penalty: 2877.277588
	Iteration 12Q: 3 clusters Score -1902294 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1902406.375000 Penalty: 2877.277588
	Iteration 13Q: 3 clusters Score -1902406 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1902492.125000 Penalty: 2877.277588
	Iteration 14Q: 3 clusters Score -1902492 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1902575.375000 Penalty: 2877.277588
	Iteration 15Q: 3 clusters Score -1902575 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1902640.500000 Penalty: 2877.277588
	Iteration 16Q: 3 clusters Score -1902640 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1902719.250000 Penalty: 2877.277588
	Iteration 17Q: 3 clusters Score -1902719 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1902775.250000 Penalty: 2877.277588
	Iteration 18Q: 3 clusters Score -1902775 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1902856.500000 Penalty: 2877.277588
	Iteration 19Q: 3 clusters Score -1902856 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1902915.750000 Penalty: 2877.277588
	Iteration 20F: 3 clusters Score -1902916 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1903005.000000 Penalty: 2877.277588
	Iteration 21Q: 3 clusters Score -1903005 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1903120.250000 Penalty: 2877.277588
	Iteration 22Q: 3 clusters Score -1903120 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1903252.250000 Penalty: 2877.277588
	Iteration 23Q: 3 clusters Score -1903252 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1903423.750000 Penalty: 2877.277588
	Iteration 24Q: 3 clusters Score -1903424 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1903592.250000 Penalty: 2877.277588
	Iteration 25Q: 3 clusters Score -1903592 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1903756.625000 Penalty: 2877.277588
	Iteration 26Q: 3 clusters Score -1903757 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1903927.750000 Penalty: 2877.277588
	Iteration 27Q: 3 clusters Score -1903928 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1904061.000000 Penalty: 2877.277588
	Iteration 28Q: 3 clusters Score -1904061 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1904160.125000 Penalty: 2877.277588
	Iteration 29Q: 3 clusters Score -1904160 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1904239.500000 Penalty: 2877.277588
	Iteration 30Q: 3 clusters Score -1904240 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1904298.875000 Penalty: 2877.277588
	Iteration 31Q: 3 clusters Score -1904299 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1904350.250000 Penalty: 2877.277588
	Iteration 32Q: 3 clusters Score -1904350 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1904392.500000 Penalty: 2877.277588
	Iteration 33Q: 3 clusters Score -1904392 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1904421.750000 Penalty: 2877.277588
	Iteration 34Q: 3 clusters Score -1904422 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1904443.500000 Penalty: 2877.277588
	Iteration 35Q: 3 clusters Score -1904444 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1904461.125000 Penalty: 2877.277588
	Iteration 36Q: 3 clusters Score -1904461 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1904469.250000 Penalty: 2877.277588
	Iteration 37Q: 3 clusters Score -1904469 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1904472.375000 Penalty: 2877.277588
	Iteration 38Q: 3 clusters Score -1904472 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1904472.125000 Penalty: 2877.277588
	Iteration 39Q: 3 clusters Score -1904472 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1904487.125000 Penalty: 2877.277588
	Iteration 40F: 3 clusters Score -1904487 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1904492.875000 Penalty: 2877.277588
	Iteration 41Q: 3 clusters Score -1904493 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1904491.250000 Penalty: 2877.277588
	Iteration 42Q: 3 clusters Score -1904491 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1904493.125000 Penalty: 2877.277588
	Iteration 43Q: 3 clusters Score -1904493 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1904497.250000 Penalty: 2877.277588
	Iteration 44Q: 3 clusters Score -1904497 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1904502.875000 Penalty: 2877.277588
	Iteration 45Q: 3 clusters Score -1904503 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1904498.625000 Penalty: 2877.277588
	Iteration 46Q: 3 clusters Score -1904499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1904498.625000 Penalty: 2877.277588
	Iteration 47F: 3 clusters Score -1904499 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Entering Unmasked Estep 
Score: -32865.406250 Penalty: 871.660461
	Iteration 0F: 2 clusters Score -32865.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -32076.728516 Penalty: 1743.320923
	Iteration 0F: 3 clusters Score -32076.73 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -32169.708984 Penalty: 1743.320923
	Iteration 1F: 3 clusters Score -32169.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -32199.167969 Penalty: 1743.320923
	Iteration 2Q: 3 clusters Score -32199.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -32203.050781 Penalty: 1743.320923
	Iteration 3Q: 3 clusters Score -32203.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -32205.027344 Penalty: 1743.320923
	Iteration 4Q: 3 clusters Score -32205.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -32209.085938 Penalty: 1743.320923
	Iteration 5Q: 3 clusters Score -32209.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -32209.085938 Penalty: 1743.320923
	Iteration 6F: 3 clusters Score -32209.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (52571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52571 members 
Entering Unmasked Estep 
Score: -6682429.500000 Penalty: 1617.444092
	Iteration 0F: 2 clusters Score -6682430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26378 members 
Mstep: Class 2 contains 26193 members 
Entering Unmasked Estep 
Score: -6649274.500000 Penalty: 3234.888184
	Iteration 0F: 3 clusters Score -6649274 nChanged 24304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27052 members 
Mstep: Class 2 contains 25519 members 
Entering Unmasked Estep 
Score: -6662542.500000 Penalty: 3234.888184
	Iteration 1F: 3 clusters Score -6662542 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27607 members 
Mstep: Class 2 contains 24964 members 
Entering Unmasked Estep 
Score: -6663030.000000 Penalty: 3234.888184
	Iteration 2Q: 3 clusters Score -6663030 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28445 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
Score: -6663566.000000 Penalty: 3234.888184
	Iteration 3Q: 3 clusters Score -6663566 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29675 members 
Mstep: Class 2 contains 22896 members 
Entering Unmasked Estep 
Score: -6664193.500000 Penalty: 3234.888184
	Iteration 4Q: 3 clusters Score -6664194 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31391 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -6665026.500000 Penalty: 3234.888184
	Iteration 5Q: 3 clusters Score -6665026 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33813 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -6666320.500000 Penalty: 3234.888184
	Iteration 6F: 3 clusters Score -6666320 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36969 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -6668364.000000 Penalty: 3234.888184
	Iteration 7F: 3 clusters Score -6668364 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40785 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -6671224.500000 Penalty: 3234.888184
	Iteration 8F: 3 clusters Score -6671224 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44771 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -6674483.000000 Penalty: 3234.888184
	Iteration 9F: 3 clusters Score -6674483 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48163 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -6677411.500000 Penalty: 3234.888184
	Iteration 10F: 3 clusters Score -6677412 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50354 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -6679248.000000 Penalty: 3234.888184
	Iteration 11Q: 3 clusters Score -6679248 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51469 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -6680175.000000 Penalty: 3234.888184
	Iteration 12Q: 3 clusters Score -6680175 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51945 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -6680652.000000 Penalty: 3234.888184
	Iteration 13Q: 3 clusters Score -6680652 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52155 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -6680882.500000 Penalty: 3234.888184
	Iteration 14Q: 3 clusters Score -6680882 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52247 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -6681009.500000 Penalty: 3234.888184
	Iteration 15Q: 3 clusters Score -6681010 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52285 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -6681048.000000 Penalty: 3234.888184
	Iteration 16Q: 3 clusters Score -6681048 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52300 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -6681089.000000 Penalty: 3234.888184
	Iteration 17Q: 3 clusters Score -6681089 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52312 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -6681123.500000 Penalty: 3234.888184
	Iteration 18Q: 3 clusters Score -6681124 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52316 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -6681151.000000 Penalty: 3234.888184
	Iteration 19Q: 3 clusters Score -6681151 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52322 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -6681171.000000 Penalty: 3234.888184
	Iteration 20F: 3 clusters Score -6681171 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52330 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -6681180.500000 Penalty: 3234.888184
	Iteration 21Q: 3 clusters Score -6681180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52333 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -6681196.000000 Penalty: 3234.888184
	Iteration 22Q: 3 clusters Score -6681196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52334 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -6681194.000000 Penalty: 3234.888184
	Iteration 23Q: 3 clusters Score -6681194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52335 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -6681199.500000 Penalty: 3234.888184
	Iteration 24Q: 3 clusters Score -6681200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52337 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -6681200.000000 Penalty: 3234.888184
	Iteration 25Q: 3 clusters Score -6681200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52337 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -6681200.000000 Penalty: 3234.888184
	Iteration 26F: 3 clusters Score -6681200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -558088.125000 Penalty: 1261.562866
	Iteration 0F: 2 clusters Score -558088.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -554565.750000 Penalty: 2523.125732
	Iteration 0F: 3 clusters Score -554565.8 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -555623.312500 Penalty: 2523.125732
	Iteration 1F: 3 clusters Score -555623.3 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -555922.125000 Penalty: 2523.125732
	Iteration 2F: 3 clusters Score -555922.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -556147.875000 Penalty: 2523.125732
	Iteration 3F: 3 clusters Score -556147.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -556351.375000 Penalty: 2523.125732
	Iteration 4Q: 3 clusters Score -556351.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -556558.937500 Penalty: 2523.125732
	Iteration 5Q: 3 clusters Score -556558.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -556723.750000 Penalty: 2523.125732
	Iteration 6Q: 3 clusters Score -556723.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -556841.562500 Penalty: 2523.125732
	Iteration 7Q: 3 clusters Score -556841.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -556919.437500 Penalty: 2523.125732
	Iteration 8Q: 3 clusters Score -556919.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -556990.000000 Penalty: 2523.125732
	Iteration 9Q: 3 clusters Score -556990 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -557057.937500 Penalty: 2523.125732
	Iteration 10Q: 3 clusters Score -557057.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -557105.000000 Penalty: 2523.125732
	Iteration 11Q: 3 clusters Score -557105 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -557149.312500 Penalty: 2523.125732
	Iteration 12Q: 3 clusters Score -557149.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -557190.062500 Penalty: 2523.125732
	Iteration 13Q: 3 clusters Score -557190.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -557242.562500 Penalty: 2523.125732
	Iteration 14Q: 3 clusters Score -557242.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -557279.000000 Penalty: 2523.125732
	Iteration 15Q: 3 clusters Score -557279 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -557315.250000 Penalty: 2523.125732
	Iteration 16Q: 3 clusters Score -557315.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -557362.062500 Penalty: 2523.125732
	Iteration 17Q: 3 clusters Score -557362.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -557398.312500 Penalty: 2523.125732
	Iteration 18Q: 3 clusters Score -557398.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -557438.375000 Penalty: 2523.125732
	Iteration 19Q: 3 clusters Score -557438.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -557472.562500 Penalty: 2523.125732
	Iteration 20F: 3 clusters Score -557472.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -557499.187500 Penalty: 2523.125732
	Iteration 21Q: 3 clusters Score -557499.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -557519.812500 Penalty: 2523.125732
	Iteration 22Q: 3 clusters Score -557519.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -557539.500000 Penalty: 2523.125732
	Iteration 23Q: 3 clusters Score -557539.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -557559.937500 Penalty: 2523.125732
	Iteration 24Q: 3 clusters Score -557559.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -557572.000000 Penalty: 2523.125732
	Iteration 25Q: 3 clusters Score -557572 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -557583.437500 Penalty: 2523.125732
	Iteration 26Q: 3 clusters Score -557583.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -557591.187500 Penalty: 2523.125732
	Iteration 27Q: 3 clusters Score -557591.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -557596.750000 Penalty: 2523.125732
	Iteration 28Q: 3 clusters Score -557596.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -557604.750000 Penalty: 2523.125732
	Iteration 29Q: 3 clusters Score -557604.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -557613.625000 Penalty: 2523.125732
	Iteration 30Q: 3 clusters Score -557613.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -557620.937500 Penalty: 2523.125732
	Iteration 31Q: 3 clusters Score -557620.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -557627.125000 Penalty: 2523.125732
	Iteration 32Q: 3 clusters Score -557627.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -557634.250000 Penalty: 2523.125732
	Iteration 33Q: 3 clusters Score -557634.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -557640.312500 Penalty: 2523.125732
	Iteration 34Q: 3 clusters Score -557640.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -557647.937500 Penalty: 2523.125732
	Iteration 35Q: 3 clusters Score -557647.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -557649.312500 Penalty: 2523.125732
	Iteration 36Q: 3 clusters Score -557649.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -557651.312500 Penalty: 2523.125732
	Iteration 37Q: 3 clusters Score -557651.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -557653.187500 Penalty: 2523.125732
	Iteration 38Q: 3 clusters Score -557653.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -557653.437500 Penalty: 2523.125732
	Iteration 39Q: 3 clusters Score -557653.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -557652.750000 Penalty: 2523.125732
	Iteration 40F: 3 clusters Score -557652.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -557652.125000 Penalty: 2523.125732
	Iteration 41Q: 3 clusters Score -557652.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -557652.625000 Penalty: 2523.125732
	Iteration 42Q: 3 clusters Score -557652.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -557652.625000 Penalty: 2523.125732
	Iteration 43F: 3 clusters Score -557652.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Entering Unmasked Estep 
Score: -14699.613281 Penalty: 804.587158
	Iteration 0F: 2 clusters Score -14699.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -14104.268555 Penalty: 1609.174316
	Iteration 0F: 3 clusters Score -14104.27 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -14197.551758 Penalty: 1609.174316
	Iteration 1F: 3 clusters Score -14197.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -14201.679688 Penalty: 1609.174316
	Iteration 2Q: 3 clusters Score -14201.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -14204.837891 Penalty: 1609.174316
	Iteration 3Q: 3 clusters Score -14204.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -14204.837891 Penalty: 1609.174316
	Iteration 4F: 3 clusters Score -14204.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (34966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34966 members 
Entering Unmasked Estep 
Score: -4422178.000000 Penalty: 1556.765259
	Iteration 0F: 2 clusters Score -4422178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -4399383.000000 Penalty: 3113.530518
	Iteration 0F: 3 clusters Score -4399383 nChanged 15940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -4407901.000000 Penalty: 3113.530518
	Iteration 1F: 3 clusters Score -4407901 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
Score: -4408358.500000 Penalty: 3113.530518
	Iteration 2Q: 3 clusters Score -4408358 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -4408760.500000 Penalty: 3113.530518
	Iteration 3Q: 3 clusters Score -4408760 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -4409107.000000 Penalty: 3113.530518
	Iteration 4Q: 3 clusters Score -4409107 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -4409447.500000 Penalty: 3113.530518
	Iteration 5Q: 3 clusters Score -4409448 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -4409743.000000 Penalty: 3113.530518
	Iteration 6Q: 3 clusters Score -4409743 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 19955 members 
Entering Unmasked Estep 
Score: -4410058.500000 Penalty: 3113.530518
	Iteration 7Q: 3 clusters Score -4410058 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
Score: -4410393.500000 Penalty: 3113.530518
	Iteration 8Q: 3 clusters Score -4410394 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 21701 members 
Entering Unmasked Estep 
Score: -4410840.500000 Penalty: 3113.530518
	Iteration 9Q: 3 clusters Score -4410840 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -4411483.500000 Penalty: 3113.530518
	Iteration 10Q: 3 clusters Score -4411484 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 24633 members 
Entering Unmasked Estep 
Score: -4412440.000000 Penalty: 3113.530518
	Iteration 11Q: 3 clusters Score -4412440 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 26666 members 
Entering Unmasked Estep 
Score: -4413857.000000 Penalty: 3113.530518
	Iteration 12F: 3 clusters Score -4413857 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 28946 members 
Entering Unmasked Estep 
Score: -4415687.000000 Penalty: 3113.530518
	Iteration 13F: 3 clusters Score -4415687 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 31113 members 
Entering Unmasked Estep 
Score: -4417545.000000 Penalty: 3113.530518
	Iteration 14F: 3 clusters Score -4417545 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 32827 members 
Entering Unmasked Estep 
Score: -4419102.500000 Penalty: 3113.530518
	Iteration 15Q: 3 clusters Score -4419102 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 33842 members 
Entering Unmasked Estep 
Score: -4420019.500000 Penalty: 3113.530518
	Iteration 16Q: 3 clusters Score -4420020 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 34317 members 
Entering Unmasked Estep 
Score: -4420478.000000 Penalty: 3113.530518
	Iteration 17Q: 3 clusters Score -4420478 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 34505 members 
Entering Unmasked Estep 
Score: -4420680.000000 Penalty: 3113.530518
	Iteration 18Q: 3 clusters Score -4420680 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 34584 members 
Entering Unmasked Estep 
Score: -4420780.500000 Penalty: 3113.530518
	Iteration 19Q: 3 clusters Score -4420780 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 34623 members 
Entering Unmasked Estep 
Score: -4420828.500000 Penalty: 3113.530518
	Iteration 20F: 3 clusters Score -4420828 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 34639 members 
Entering Unmasked Estep 
Score: -4420862.500000 Penalty: 3113.530518
	Iteration 21Q: 3 clusters Score -4420862 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 34645 members 
Entering Unmasked Estep 
Score: -4420888.500000 Penalty: 3113.530518
	Iteration 22Q: 3 clusters Score -4420888 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 34656 members 
Entering Unmasked Estep 
Score: -4420917.000000 Penalty: 3113.530518
	Iteration 23Q: 3 clusters Score -4420917 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 34663 members 
Entering Unmasked Estep 
Score: -4420940.500000 Penalty: 3113.530518
	Iteration 24Q: 3 clusters Score -4420940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 34668 members 
Entering Unmasked Estep 
Score: -4420956.500000 Penalty: 3113.530518
	Iteration 25Q: 3 clusters Score -4420956 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 34676 members 
Entering Unmasked Estep 
Score: -4420976.000000 Penalty: 3113.530518
	Iteration 26Q: 3 clusters Score -4420976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 34679 members 
Entering Unmasked Estep 
Score: -4420979.000000 Penalty: 3113.530518
	Iteration 27Q: 3 clusters Score -4420979 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 34683 members 
Entering Unmasked Estep 
Score: -4420994.500000 Penalty: 3113.530518
	Iteration 28Q: 3 clusters Score -4420994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 34690 members 
Entering Unmasked Estep 
Score: -4420996.500000 Penalty: 3113.530518
	Iteration 29Q: 3 clusters Score -4420996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 34692 members 
Entering Unmasked Estep 
Score: -4421007.500000 Penalty: 3113.530518
	Iteration 30Q: 3 clusters Score -4421008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 34692 members 
Entering Unmasked Estep 
Score: -4421012.000000 Penalty: 3113.530518
	Iteration 31Q: 3 clusters Score -4421012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 34693 members 
Entering Unmasked Estep 
Score: -4421019.500000 Penalty: 3113.530518
	Iteration 32Q: 3 clusters Score -4421020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 34692 members 
Entering Unmasked Estep 
Score: -4421015.000000 Penalty: 3113.530518
	Iteration 33Q: 3 clusters Score -4421015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 34692 members 
Entering Unmasked Estep 
Score: -4421015.000000 Penalty: 3113.530518
	Iteration 34F: 3 clusters Score -4421015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (21757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Entering Unmasked Estep 
Score: -2765655.750000 Penalty: 1486.168457
	Iteration 0F: 2 clusters Score -2765656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -2751400.750000 Penalty: 2972.336914
	Iteration 0F: 3 clusters Score -2751401 nChanged 9573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -2756397.500000 Penalty: 2972.336914
	Iteration 1F: 3 clusters Score -2756398 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -2756794.500000 Penalty: 2972.336914
	Iteration 2Q: 3 clusters Score -2756794 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -2757154.500000 Penalty: 2972.336914
	Iteration 3Q: 3 clusters Score -2757154 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -2757480.750000 Penalty: 2972.336914
	Iteration 4Q: 3 clusters Score -2757481 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -2757760.000000 Penalty: 2972.336914
	Iteration 5Q: 3 clusters Score -2757760 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -2758046.000000 Penalty: 2972.336914
	Iteration 6Q: 3 clusters Score -2758046 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -2758347.500000 Penalty: 2972.336914
	Iteration 7Q: 3 clusters Score -2758348 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -2758652.750000 Penalty: 2972.336914
	Iteration 8Q: 3 clusters Score -2758653 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -2758972.500000 Penalty: 2972.336914
	Iteration 9Q: 3 clusters Score -2758972 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -2759308.000000 Penalty: 2972.336914
	Iteration 10Q: 3 clusters Score -2759308 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -2759632.250000 Penalty: 2972.336914
	Iteration 11Q: 3 clusters Score -2759632 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -2759919.250000 Penalty: 2972.336914
	Iteration 12Q: 3 clusters Score -2759919 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -2760148.750000 Penalty: 2972.336914
	Iteration 13Q: 3 clusters Score -2760149 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -2760307.000000 Penalty: 2972.336914
	Iteration 14Q: 3 clusters Score -2760307 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -2760401.750000 Penalty: 2972.336914
	Iteration 15Q: 3 clusters Score -2760402 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -2760478.750000 Penalty: 2972.336914
	Iteration 16Q: 3 clusters Score -2760479 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -2760542.750000 Penalty: 2972.336914
	Iteration 17Q: 3 clusters Score -2760543 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -2760598.750000 Penalty: 2972.336914
	Iteration 18Q: 3 clusters Score -2760599 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -2760645.750000 Penalty: 2972.336914
	Iteration 19Q: 3 clusters Score -2760646 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -2760712.500000 Penalty: 2972.336914
	Iteration 20F: 3 clusters Score -2760712 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -2760788.500000 Penalty: 2972.336914
	Iteration 21Q: 3 clusters Score -2760788 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -2760847.250000 Penalty: 2972.336914
	Iteration 22Q: 3 clusters Score -2760847 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -2760940.000000 Penalty: 2972.336914
	Iteration 23Q: 3 clusters Score -2760940 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -2761043.250000 Penalty: 2972.336914
	Iteration 24Q: 3 clusters Score -2761043 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -2761161.250000 Penalty: 2972.336914
	Iteration 25Q: 3 clusters Score -2761161 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -2761347.500000 Penalty: 2972.336914
	Iteration 26Q: 3 clusters Score -2761348 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -2761598.750000 Penalty: 2972.336914
	Iteration 27Q: 3 clusters Score -2761599 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -2761854.750000 Penalty: 2972.336914
	Iteration 28Q: 3 clusters Score -2761855 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -2762143.500000 Penalty: 2972.336914
	Iteration 29Q: 3 clusters Score -2762144 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -2762403.250000 Penalty: 2972.336914
	Iteration 30Q: 3 clusters Score -2762403 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -2762634.250000 Penalty: 2972.336914
	Iteration 31Q: 3 clusters Score -2762634 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -2762840.000000 Penalty: 2972.336914
	Iteration 32Q: 3 clusters Score -2762840 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -2762993.000000 Penalty: 2972.336914
	Iteration 33Q: 3 clusters Score -2762993 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -2763177.750000 Penalty: 2972.336914
	Iteration 34Q: 3 clusters Score -2763178 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -2763335.000000 Penalty: 2972.336914
	Iteration 35Q: 3 clusters Score -2763335 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -2763487.000000 Penalty: 2972.336914
	Iteration 36Q: 3 clusters Score -2763487 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -2763606.250000 Penalty: 2972.336914
	Iteration 37Q: 3 clusters Score -2763606 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -2763727.250000 Penalty: 2972.336914
	Iteration 38Q: 3 clusters Score -2763727 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -2763824.750000 Penalty: 2972.336914
	Iteration 39Q: 3 clusters Score -2763825 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -2763900.750000 Penalty: 2972.336914
	Iteration 40F: 3 clusters Score -2763901 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -2763975.250000 Penalty: 2972.336914
	Iteration 41Q: 3 clusters Score -2763975 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2764052.250000 Penalty: 2972.336914
	Iteration 42Q: 3 clusters Score -2764052 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2764114.250000 Penalty: 2972.336914
	Iteration 43Q: 3 clusters Score -2764114 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -2764160.500000 Penalty: 2972.336914
	Iteration 44Q: 3 clusters Score -2764160 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2764201.000000 Penalty: 2972.336914
	Iteration 45Q: 3 clusters Score -2764201 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20451 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2764243.000000 Penalty: 2972.336914
	Iteration 46Q: 3 clusters Score -2764243 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2764265.250000 Penalty: 2972.336914
	Iteration 47Q: 3 clusters Score -2764265 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2764287.250000 Penalty: 2972.336914
	Iteration 48Q: 3 clusters Score -2764287 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2764307.750000 Penalty: 2972.336914
	Iteration 49Q: 3 clusters Score -2764308 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2764327.000000 Penalty: 2972.336914
	Iteration 50Q: 3 clusters Score -2764327 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2764339.250000 Penalty: 2972.336914
	Iteration 51Q: 3 clusters Score -2764339 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2764354.500000 Penalty: 2972.336914
	Iteration 52Q: 3 clusters Score -2764354 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2764356.250000 Penalty: 2972.336914
	Iteration 53Q: 3 clusters Score -2764356 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2764374.500000 Penalty: 2972.336914
	Iteration 54Q: 3 clusters Score -2764374 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20798 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2764378.750000 Penalty: 2972.336914
	Iteration 55Q: 3 clusters Score -2764379 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2764392.250000 Penalty: 2972.336914
	Iteration 56Q: 3 clusters Score -2764392 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2764398.000000 Penalty: 2972.336914
	Iteration 57Q: 3 clusters Score -2764398 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2764403.250000 Penalty: 2972.336914
	Iteration 58Q: 3 clusters Score -2764403 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20860 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2764404.750000 Penalty: 2972.336914
	Iteration 59Q: 3 clusters Score -2764405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2764409.250000 Penalty: 2972.336914
	Iteration 60F: 3 clusters Score -2764409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2764411.750000 Penalty: 2972.336914
	Iteration 61Q: 3 clusters Score -2764412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2764417.000000 Penalty: 2972.336914
	Iteration 62Q: 3 clusters Score -2764417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2764417.500000 Penalty: 2972.336914
	Iteration 63Q: 3 clusters Score -2764418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20886 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2764419.250000 Penalty: 2972.336914
	Iteration 64Q: 3 clusters Score -2764419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20887 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2764423.000000 Penalty: 2972.336914
	Iteration 65Q: 3 clusters Score -2764423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20891 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2764424.500000 Penalty: 2972.336914
	Iteration 66Q: 3 clusters Score -2764424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20900 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2764429.000000 Penalty: 2972.336914
	Iteration 67Q: 3 clusters Score -2764429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2764432.750000 Penalty: 2972.336914
	Iteration 68Q: 3 clusters Score -2764433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2764434.000000 Penalty: 2972.336914
	Iteration 69Q: 3 clusters Score -2764434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2764436.250000 Penalty: 2972.336914
	Iteration 70Q: 3 clusters Score -2764436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20919 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2764436.250000 Penalty: 2972.336914
	Iteration 71Q: 3 clusters Score -2764436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20921 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -2764439.500000 Penalty: 2972.336914
	Iteration 72Q: 3 clusters Score -2764440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2764436.000000 Penalty: 2972.336914
	Iteration 73Q: 3 clusters Score -2764436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2764436.000000 Penalty: 2972.336914
	Iteration 74F: 3 clusters Score -2764436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Entering Unmasked Estep 
Score: -21853.011719 Penalty: 817.367554
	Iteration 0F: 2 clusters Score -21853.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -21216.085938 Penalty: 1634.735107
	Iteration 0F: 3 clusters Score -21216.09 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -21340.437500 Penalty: 1634.735107
	Iteration 1F: 3 clusters Score -21340.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -21387.169922 Penalty: 1634.735107
	Iteration 2Q: 3 clusters Score -21387.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -21460.654297 Penalty: 1634.735107
	Iteration 3Q: 3 clusters Score -21460.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -21485.609375 Penalty: 1634.735107
	Iteration 4Q: 3 clusters Score -21485.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -21491.880859 Penalty: 1634.735107
	Iteration 5Q: 3 clusters Score -21491.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -21493.300781 Penalty: 1634.735107
	Iteration 6Q: 3 clusters Score -21493.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -21500.126953 Penalty: 1634.735107
	Iteration 7Q: 3 clusters Score -21500.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -21505.156250 Penalty: 1634.735107
	Iteration 8Q: 3 clusters Score -21505.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -21505.156250 Penalty: 1634.735107
	Iteration 9F: 3 clusters Score -21505.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (43419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43419 members 
Entering Unmasked Estep 
Score: -5517529.500000 Penalty: 1588.983521
	Iteration 0F: 2 clusters Score -5517530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 21685 members 
Entering Unmasked Estep 
Score: -5489283.000000 Penalty: 3177.967041
	Iteration 0F: 3 clusters Score -5489283 nChanged 20115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 21794 members 
Entering Unmasked Estep 
Score: -5500577.500000 Penalty: 3177.967041
	Iteration 1F: 3 clusters Score -5500578 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 21850 members 
Entering Unmasked Estep 
Score: -5501014.000000 Penalty: 3177.967041
	Iteration 2Q: 3 clusters Score -5501014 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21551 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -5501327.500000 Penalty: 3177.967041
	Iteration 3Q: 3 clusters Score -5501328 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 21863 members 
Entering Unmasked Estep 
Score: -5501635.500000 Penalty: 3177.967041
	Iteration 4Q: 3 clusters Score -5501636 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -5501889.500000 Penalty: 3177.967041
	Iteration 5Q: 3 clusters Score -5501890 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21601 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -5502092.000000 Penalty: 3177.967041
	Iteration 6Q: 3 clusters Score -5502092 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 21758 members 
Entering Unmasked Estep 
Score: -5502280.000000 Penalty: 3177.967041
	Iteration 7Q: 3 clusters Score -5502280 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 21659 members 
Entering Unmasked Estep 
Score: -5502440.000000 Penalty: 3177.967041
	Iteration 8Q: 3 clusters Score -5502440 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21878 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -5502567.000000 Penalty: 3177.967041
	Iteration 9Q: 3 clusters Score -5502567 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22024 members 
Mstep: Class 2 contains 21395 members 
Entering Unmasked Estep 
Score: -5502742.500000 Penalty: 3177.967041
	Iteration 10Q: 3 clusters Score -5502742 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22219 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -5502883.000000 Penalty: 3177.967041
	Iteration 11Q: 3 clusters Score -5502883 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22457 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -5503072.000000 Penalty: 3177.967041
	Iteration 12Q: 3 clusters Score -5503072 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22800 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -5503336.000000 Penalty: 3177.967041
	Iteration 13Q: 3 clusters Score -5503336 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23250 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -5503559.000000 Penalty: 3177.967041
	Iteration 14Q: 3 clusters Score -5503559 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23861 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -5503839.000000 Penalty: 3177.967041
	Iteration 15Q: 3 clusters Score -5503839 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24658 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -5504215.500000 Penalty: 3177.967041
	Iteration 16Q: 3 clusters Score -5504216 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25724 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -5504676.500000 Penalty: 3177.967041
	Iteration 17Q: 3 clusters Score -5504676 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27023 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -5505338.500000 Penalty: 3177.967041
	Iteration 18Q: 3 clusters Score -5505338 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28667 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -5506340.000000 Penalty: 3177.967041
	Iteration 19Q: 3 clusters Score -5506340 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30655 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -5507731.500000 Penalty: 3177.967041
	Iteration 20F: 3 clusters Score -5507732 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32754 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -5509486.500000 Penalty: 3177.967041
	Iteration 21F: 3 clusters Score -5509486 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34638 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -5511191.500000 Penalty: 3177.967041
	Iteration 22Q: 3 clusters Score -5511192 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36069 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -5512502.500000 Penalty: 3177.967041
	Iteration 23Q: 3 clusters Score -5512502 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37125 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -5513320.500000 Penalty: 3177.967041
	Iteration 24Q: 3 clusters Score -5513320 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37939 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -5513885.000000 Penalty: 3177.967041
	Iteration 25Q: 3 clusters Score -5513885 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38617 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -5514325.000000 Penalty: 3177.967041
	Iteration 26Q: 3 clusters Score -5514325 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39202 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -5514643.000000 Penalty: 3177.967041
	Iteration 27Q: 3 clusters Score -5514643 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39677 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -5514909.500000 Penalty: 3177.967041
	Iteration 28Q: 3 clusters Score -5514910 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40099 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -5515113.000000 Penalty: 3177.967041
	Iteration 29Q: 3 clusters Score -5515113 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40458 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -5515305.000000 Penalty: 3177.967041
	Iteration 30Q: 3 clusters Score -5515305 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40737 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -5515442.000000 Penalty: 3177.967041
	Iteration 31Q: 3 clusters Score -5515442 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40959 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -5515562.500000 Penalty: 3177.967041
	Iteration 32Q: 3 clusters Score -5515562 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41158 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -5515647.500000 Penalty: 3177.967041
	Iteration 33Q: 3 clusters Score -5515648 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41335 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -5515727.500000 Penalty: 3177.967041
	Iteration 34Q: 3 clusters Score -5515728 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41497 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -5515806.000000 Penalty: 3177.967041
	Iteration 35Q: 3 clusters Score -5515806 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41630 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -5515876.500000 Penalty: 3177.967041
	Iteration 36Q: 3 clusters Score -5515876 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41749 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -5515932.500000 Penalty: 3177.967041
	Iteration 37Q: 3 clusters Score -5515932 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41857 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -5515975.000000 Penalty: 3177.967041
	Iteration 38Q: 3 clusters Score -5515975 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41956 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -5516029.000000 Penalty: 3177.967041
	Iteration 39Q: 3 clusters Score -5516029 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42042 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -5516072.500000 Penalty: 3177.967041
	Iteration 40F: 3 clusters Score -5516072 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42119 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -5516101.000000 Penalty: 3177.967041
	Iteration 41Q: 3 clusters Score -5516101 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42183 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -5516132.000000 Penalty: 3177.967041
	Iteration 42Q: 3 clusters Score -5516132 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42239 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -5516139.500000 Penalty: 3177.967041
	Iteration 43Q: 3 clusters Score -5516140 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42295 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -5516159.000000 Penalty: 3177.967041
	Iteration 44Q: 3 clusters Score -5516159 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42338 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -5516170.500000 Penalty: 3177.967041
	Iteration 45Q: 3 clusters Score -5516170 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42374 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -5516197.000000 Penalty: 3177.967041
	Iteration 46Q: 3 clusters Score -5516197 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42422 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -5516216.000000 Penalty: 3177.967041
	Iteration 47Q: 3 clusters Score -5516216 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42461 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -5516231.500000 Penalty: 3177.967041
	Iteration 48Q: 3 clusters Score -5516232 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42500 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -5516248.500000 Penalty: 3177.967041
	Iteration 49Q: 3 clusters Score -5516248 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42523 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -5516264.000000 Penalty: 3177.967041
	Iteration 50Q: 3 clusters Score -5516264 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42549 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -5516271.500000 Penalty: 3177.967041
	Iteration 51Q: 3 clusters Score -5516272 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42572 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -5516280.500000 Penalty: 3177.967041
	Iteration 52Q: 3 clusters Score -5516280 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42587 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -5516285.500000 Penalty: 3177.967041
	Iteration 53Q: 3 clusters Score -5516286 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42598 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -5516291.500000 Penalty: 3177.967041
	Iteration 54Q: 3 clusters Score -5516292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42611 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -5516288.000000 Penalty: 3177.967041
	Iteration 55Q: 3 clusters Score -5516288 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42627 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -5516304.500000 Penalty: 3177.967041
	Iteration 56Q: 3 clusters Score -5516304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42637 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -5516305.500000 Penalty: 3177.967041
	Iteration 57Q: 3 clusters Score -5516306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42640 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -5516303.000000 Penalty: 3177.967041
	Iteration 58Q: 3 clusters Score -5516303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42645 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -5516308.500000 Penalty: 3177.967041
	Iteration 59Q: 3 clusters Score -5516308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42648 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -5516321.500000 Penalty: 3177.967041
	Iteration 60F: 3 clusters Score -5516322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42648 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -5516319.000000 Penalty: 3177.967041
	Iteration 61Q: 3 clusters Score -5516319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42652 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -5516315.000000 Penalty: 3177.967041
	Iteration 62Q: 3 clusters Score -5516315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42658 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -5516321.000000 Penalty: 3177.967041
	Iteration 63Q: 3 clusters Score -5516321 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42667 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -5516333.500000 Penalty: 3177.967041
	Iteration 64Q: 3 clusters Score -5516334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42671 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -5516326.500000 Penalty: 3177.967041
	Iteration 65Q: 3 clusters Score -5516326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42672 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -5516331.500000 Penalty: 3177.967041
	Iteration 66Q: 3 clusters Score -5516332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42672 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -5516331.500000 Penalty: 3177.967041
	Iteration 67F: 3 clusters Score -5516332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (7003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Entering Unmasked Estep 
Score: -886058.500000 Penalty: 1317.489136
	Iteration 0F: 2 clusters Score -886058.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -881094.687500 Penalty: 2634.978271
	Iteration 0F: 3 clusters Score -881094.7 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -882604.187500 Penalty: 2634.978271
	Iteration 1F: 3 clusters Score -882604.2 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -882876.500000 Penalty: 2634.978271
	Iteration 2F: 3 clusters Score -882876.5 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -883046.562500 Penalty: 2634.978271
	Iteration 3F: 3 clusters Score -883046.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -883158.000000 Penalty: 2634.978271
	Iteration 4Q: 3 clusters Score -883158 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -883242.937500 Penalty: 2634.978271
	Iteration 5Q: 3 clusters Score -883242.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -883311.750000 Penalty: 2634.978271
	Iteration 6Q: 3 clusters Score -883311.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -883363.750000 Penalty: 2634.978271
	Iteration 7Q: 3 clusters Score -883363.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -883408.187500 Penalty: 2634.978271
	Iteration 8Q: 3 clusters Score -883408.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -883447.500000 Penalty: 2634.978271
	Iteration 9Q: 3 clusters Score -883447.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -883486.125000 Penalty: 2634.978271
	Iteration 10Q: 3 clusters Score -883486.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -883519.875000 Penalty: 2634.978271
	Iteration 11Q: 3 clusters Score -883519.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -883548.125000 Penalty: 2634.978271
	Iteration 12Q: 3 clusters Score -883548.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -883582.500000 Penalty: 2634.978271
	Iteration 13Q: 3 clusters Score -883582.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -883622.437500 Penalty: 2634.978271
	Iteration 14Q: 3 clusters Score -883622.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -883669.437500 Penalty: 2634.978271
	Iteration 15Q: 3 clusters Score -883669.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -883704.125000 Penalty: 2634.978271
	Iteration 16Q: 3 clusters Score -883704.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -883742.937500 Penalty: 2634.978271
	Iteration 17Q: 3 clusters Score -883742.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -883777.125000 Penalty: 2634.978271
	Iteration 18Q: 3 clusters Score -883777.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -883817.437500 Penalty: 2634.978271
	Iteration 19Q: 3 clusters Score -883817.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -883859.500000 Penalty: 2634.978271
	Iteration 20F: 3 clusters Score -883859.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -883906.375000 Penalty: 2634.978271
	Iteration 21Q: 3 clusters Score -883906.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -883939.187500 Penalty: 2634.978271
	Iteration 22Q: 3 clusters Score -883939.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -883971.125000 Penalty: 2634.978271
	Iteration 23Q: 3 clusters Score -883971.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -883996.687500 Penalty: 2634.978271
	Iteration 24Q: 3 clusters Score -883996.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -884025.187500 Penalty: 2634.978271
	Iteration 25Q: 3 clusters Score -884025.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -884047.750000 Penalty: 2634.978271
	Iteration 26Q: 3 clusters Score -884047.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -884070.687500 Penalty: 2634.978271
	Iteration 27Q: 3 clusters Score -884070.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -884105.875000 Penalty: 2634.978271
	Iteration 28Q: 3 clusters Score -884105.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -884133.375000 Penalty: 2634.978271
	Iteration 29Q: 3 clusters Score -884133.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -884172.312500 Penalty: 2634.978271
	Iteration 30Q: 3 clusters Score -884172.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -884210.125000 Penalty: 2634.978271
	Iteration 31Q: 3 clusters Score -884210.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -884251.437500 Penalty: 2634.978271
	Iteration 32Q: 3 clusters Score -884251.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -884286.125000 Penalty: 2634.978271
	Iteration 33Q: 3 clusters Score -884286.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -884317.687500 Penalty: 2634.978271
	Iteration 34Q: 3 clusters Score -884317.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -884349.812500 Penalty: 2634.978271
	Iteration 35Q: 3 clusters Score -884349.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -884376.687500 Penalty: 2634.978271
	Iteration 36Q: 3 clusters Score -884376.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -884401.062500 Penalty: 2634.978271
	Iteration 37Q: 3 clusters Score -884401.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -884418.187500 Penalty: 2634.978271
	Iteration 38Q: 3 clusters Score -884418.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -884433.375000 Penalty: 2634.978271
	Iteration 39Q: 3 clusters Score -884433.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -884444.437500 Penalty: 2634.978271
	Iteration 40F: 3 clusters Score -884444.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -884458.000000 Penalty: 2634.978271
	Iteration 41Q: 3 clusters Score -884458 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -884470.625000 Penalty: 2634.978271
	Iteration 42Q: 3 clusters Score -884470.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -884488.062500 Penalty: 2634.978271
	Iteration 43Q: 3 clusters Score -884488.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -884499.187500 Penalty: 2634.978271
	Iteration 44Q: 3 clusters Score -884499.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -884509.937500 Penalty: 2634.978271
	Iteration 45Q: 3 clusters Score -884509.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -884516.375000 Penalty: 2634.978271
	Iteration 46Q: 3 clusters Score -884516.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -884521.562500 Penalty: 2634.978271
	Iteration 47Q: 3 clusters Score -884521.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -884527.187500 Penalty: 2634.978271
	Iteration 48Q: 3 clusters Score -884527.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -884534.250000 Penalty: 2634.978271
	Iteration 49Q: 3 clusters Score -884534.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -884536.125000 Penalty: 2634.978271
	Iteration 50Q: 3 clusters Score -884536.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -884540.312500 Penalty: 2634.978271
	Iteration 51Q: 3 clusters Score -884540.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -884545.312500 Penalty: 2634.978271
	Iteration 52Q: 3 clusters Score -884545.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -884545.562500 Penalty: 2634.978271
	Iteration 53Q: 3 clusters Score -884545.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -884547.187500 Penalty: 2634.978271
	Iteration 54Q: 3 clusters Score -884547.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -884551.875000 Penalty: 2634.978271
	Iteration 55Q: 3 clusters Score -884551.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -884553.750000 Penalty: 2634.978271
	Iteration 56Q: 3 clusters Score -884553.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -884554.562500 Penalty: 2634.978271
	Iteration 57Q: 3 clusters Score -884554.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -884555.312500 Penalty: 2634.978271
	Iteration 58Q: 3 clusters Score -884555.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -884557.312500 Penalty: 2634.978271
	Iteration 59Q: 3 clusters Score -884557.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -884557.187500 Penalty: 2634.978271
	Iteration 60F: 3 clusters Score -884557.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -884559.062500 Penalty: 2634.978271
	Iteration 61Q: 3 clusters Score -884559.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -884559.000000 Penalty: 2634.978271
	Iteration 62Q: 3 clusters Score -884559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -884559.500000 Penalty: 2634.978271
	Iteration 63Q: 3 clusters Score -884559.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -884560.750000 Penalty: 2634.978271
	Iteration 64Q: 3 clusters Score -884560.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -884561.437500 Penalty: 2634.978271
	Iteration 65Q: 3 clusters Score -884561.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -884562.875000 Penalty: 2634.978271
	Iteration 66Q: 3 clusters Score -884562.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -884564.562500 Penalty: 2634.978271
	Iteration 67Q: 3 clusters Score -884564.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -884566.625000 Penalty: 2634.978271
	Iteration 68Q: 3 clusters Score -884566.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -884567.187500 Penalty: 2634.978271
	Iteration 69Q: 3 clusters Score -884567.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -884568.000000 Penalty: 2634.978271
	Iteration 70Q: 3 clusters Score -884568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -884568.687500 Penalty: 2634.978271
	Iteration 71Q: 3 clusters Score -884568.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -884572.625000 Penalty: 2634.978271
	Iteration 72Q: 3 clusters Score -884572.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -884575.250000 Penalty: 2634.978271
	Iteration 73Q: 3 clusters Score -884575.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -884576.812500 Penalty: 2634.978271
	Iteration 74Q: 3 clusters Score -884576.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -884578.437500 Penalty: 2634.978271
	Iteration 75Q: 3 clusters Score -884578.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -884578.937500 Penalty: 2634.978271
	Iteration 76Q: 3 clusters Score -884578.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -884578.937500 Penalty: 2634.978271
	Iteration 77F: 3 clusters Score -884578.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Entering Unmasked Estep 
Score: -35130.832031 Penalty: 852.638855
	Iteration 0F: 2 clusters Score -35130.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -34423.558594 Penalty: 1705.277710
	Iteration 0F: 3 clusters Score -34423.56 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -34546.070312 Penalty: 1705.277710
	Iteration 1F: 3 clusters Score -34546.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -34578.324219 Penalty: 1705.277710
	Iteration 2Q: 3 clusters Score -34578.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -34586.492188 Penalty: 1705.277710
	Iteration 3Q: 3 clusters Score -34586.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -34597.582031 Penalty: 1705.277710
	Iteration 4Q: 3 clusters Score -34597.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -34609.179688 Penalty: 1705.277710
	Iteration 5Q: 3 clusters Score -34609.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -34613.835938 Penalty: 1705.277710
	Iteration 6Q: 3 clusters Score -34613.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -34613.835938 Penalty: 1705.277710
	Iteration 7F: 3 clusters Score -34613.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Entering Unmasked Estep 
Score: -14375.515625 Penalty: 801.212891
	Iteration 0F: 2 clusters Score -14375.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -13858.504883 Penalty: 1602.425781
	Iteration 0F: 3 clusters Score -13858.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -14084.952148 Penalty: 1602.425781
	Iteration 1F: 3 clusters Score -14084.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -14135.374023 Penalty: 1602.425781
	Iteration 2Q: 3 clusters Score -14135.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -14149.914062 Penalty: 1602.425781
	Iteration 3Q: 3 clusters Score -14149.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -14181.839844 Penalty: 1602.425781
	Iteration 4Q: 3 clusters Score -14181.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -14198.268555 Penalty: 1602.425781
	Iteration 5Q: 3 clusters Score -14198.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -14208.389648 Penalty: 1602.425781
	Iteration 6Q: 3 clusters Score -14208.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -14224.444336 Penalty: 1602.425781
	Iteration 7Q: 3 clusters Score -14224.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -14224.444336 Penalty: 1602.425781
	Iteration 8F: 3 clusters Score -14224.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Entering Unmasked Estep 
Score: -39030.957031 Penalty: 902.636902
	Iteration 0F: 2 clusters Score -39030.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -38224.242188 Penalty: 1805.273804
	Iteration 0F: 3 clusters Score -38224.24 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -38418.296875 Penalty: 1805.273804
	Iteration 1F: 3 clusters Score -38418.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -38474.945312 Penalty: 1805.273804
	Iteration 2Q: 3 clusters Score -38474.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -38494.472656 Penalty: 1805.273804
	Iteration 3Q: 3 clusters Score -38494.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -38509.746094 Penalty: 1805.273804
	Iteration 4Q: 3 clusters Score -38509.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -38529.000000 Penalty: 1805.273804
	Iteration 5Q: 3 clusters Score -38529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -38549.476562 Penalty: 1805.273804
	Iteration 6Q: 3 clusters Score -38549.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -38571.941406 Penalty: 1805.273804
	Iteration 7Q: 3 clusters Score -38571.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -38586.058594 Penalty: 1805.273804
	Iteration 8Q: 3 clusters Score -38586.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -38589.246094 Penalty: 1805.273804
	Iteration 9Q: 3 clusters Score -38589.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -38595.250000 Penalty: 1805.273804
	Iteration 10Q: 3 clusters Score -38595.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -38603.246094 Penalty: 1805.273804
	Iteration 11Q: 3 clusters Score -38603.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -38604.808594 Penalty: 1805.273804
	Iteration 12Q: 3 clusters Score -38604.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -38604.808594 Penalty: 1805.273804
	Iteration 13F: 3 clusters Score -38604.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Entering Unmasked Estep 
Score: -15133.743164 Penalty: 762.445862
	Iteration 0F: 2 clusters Score -15133.74 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 85 members 
Entering Unmasked Estep 
Score: -14592.378906 Penalty: 1524.891724
	Iteration 0F: 3 clusters Score -14592.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -14675.550781 Penalty: 1524.891724
	Iteration 1F: 3 clusters Score -14675.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -14704.353516 Penalty: 1524.891724
	Iteration 2Q: 3 clusters Score -14704.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -14707.708984 Penalty: 1524.891724
	Iteration 3Q: 3 clusters Score -14707.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -14707.708984 Penalty: 1524.891724
	Iteration 4F: 3 clusters Score -14707.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (9122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Entering Unmasked Estep 
Score: -1221679.750000 Penalty: 1356.824585
	Iteration 0F: 2 clusters Score -1221680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1215489.250000 Penalty: 2713.649170
	Iteration 0F: 3 clusters Score -1215489 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1217473.750000 Penalty: 2713.649170
	Iteration 1F: 3 clusters Score -1217474 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1217704.375000 Penalty: 2713.649170
	Iteration 2F: 3 clusters Score -1217704 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1217867.875000 Penalty: 2713.649170
	Iteration 3Q: 3 clusters Score -1217868 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1217975.875000 Penalty: 2713.649170
	Iteration 4Q: 3 clusters Score -1217976 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1218060.875000 Penalty: 2713.649170
	Iteration 5Q: 3 clusters Score -1218061 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1218129.000000 Penalty: 2713.649170
	Iteration 6Q: 3 clusters Score -1218129 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1218187.125000 Penalty: 2713.649170
	Iteration 7Q: 3 clusters Score -1218187 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1218225.250000 Penalty: 2713.649170
	Iteration 8Q: 3 clusters Score -1218225 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1218258.000000 Penalty: 2713.649170
	Iteration 9Q: 3 clusters Score -1218258 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1218288.875000 Penalty: 2713.649170
	Iteration 10Q: 3 clusters Score -1218289 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1218306.250000 Penalty: 2713.649170
	Iteration 11Q: 3 clusters Score -1218306 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1218328.375000 Penalty: 2713.649170
	Iteration 12Q: 3 clusters Score -1218328 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1218333.500000 Penalty: 2713.649170
	Iteration 13Q: 3 clusters Score -1218334 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1218345.125000 Penalty: 2713.649170
	Iteration 14Q: 3 clusters Score -1218345 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1218349.875000 Penalty: 2713.649170
	Iteration 15Q: 3 clusters Score -1218350 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1218351.000000 Penalty: 2713.649170
	Iteration 16Q: 3 clusters Score -1218351 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1218354.500000 Penalty: 2713.649170
	Iteration 17Q: 3 clusters Score -1218354 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1218363.000000 Penalty: 2713.649170
	Iteration 18Q: 3 clusters Score -1218363 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1218370.625000 Penalty: 2713.649170
	Iteration 19Q: 3 clusters Score -1218371 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1218382.000000 Penalty: 2713.649170
	Iteration 20F: 3 clusters Score -1218382 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1218382.500000 Penalty: 2713.649170
	Iteration 21Q: 3 clusters Score -1218382 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1218391.000000 Penalty: 2713.649170
	Iteration 22Q: 3 clusters Score -1218391 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1218394.500000 Penalty: 2713.649170
	Iteration 23Q: 3 clusters Score -1218394 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1218395.125000 Penalty: 2713.649170
	Iteration 24Q: 3 clusters Score -1218395 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1218401.375000 Penalty: 2713.649170
	Iteration 25Q: 3 clusters Score -1218401 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1218402.250000 Penalty: 2713.649170
	Iteration 26Q: 3 clusters Score -1218402 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1218407.625000 Penalty: 2713.649170
	Iteration 27Q: 3 clusters Score -1218408 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1218414.875000 Penalty: 2713.649170
	Iteration 28Q: 3 clusters Score -1218415 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1218419.500000 Penalty: 2713.649170
	Iteration 29Q: 3 clusters Score -1218420 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1218422.000000 Penalty: 2713.649170
	Iteration 30Q: 3 clusters Score -1218422 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1218423.250000 Penalty: 2713.649170
	Iteration 31Q: 3 clusters Score -1218423 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1218426.125000 Penalty: 2713.649170
	Iteration 32Q: 3 clusters Score -1218426 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1218429.250000 Penalty: 2713.649170
	Iteration 33Q: 3 clusters Score -1218429 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1218430.750000 Penalty: 2713.649170
	Iteration 34Q: 3 clusters Score -1218431 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1218433.250000 Penalty: 2713.649170
	Iteration 35Q: 3 clusters Score -1218433 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1218437.625000 Penalty: 2713.649170
	Iteration 36Q: 3 clusters Score -1218438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1218435.625000 Penalty: 2713.649170
	Iteration 37Q: 3 clusters Score -1218436 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1218438.875000 Penalty: 2713.649170
	Iteration 38Q: 3 clusters Score -1218439 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1218439.500000 Penalty: 2713.649170
	Iteration 39Q: 3 clusters Score -1218440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1218441.250000 Penalty: 2713.649170
	Iteration 40F: 3 clusters Score -1218441 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1218442.625000 Penalty: 2713.649170
	Iteration 41Q: 3 clusters Score -1218443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1218444.000000 Penalty: 2713.649170
	Iteration 42Q: 3 clusters Score -1218444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1218445.500000 Penalty: 2713.649170
	Iteration 43Q: 3 clusters Score -1218446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1218446.000000 Penalty: 2713.649170
	Iteration 44Q: 3 clusters Score -1218446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1218447.125000 Penalty: 2713.649170
	Iteration 45Q: 3 clusters Score -1218447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1218446.125000 Penalty: 2713.649170
	Iteration 46Q: 3 clusters Score -1218446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1218447.125000 Penalty: 2713.649170
	Iteration 47Q: 3 clusters Score -1218447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1218448.125000 Penalty: 2713.649170
	Iteration 48Q: 3 clusters Score -1218448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1218446.875000 Penalty: 2713.649170
	Iteration 49Q: 3 clusters Score -1218447 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1218450.250000 Penalty: 2713.649170
	Iteration 50Q: 3 clusters Score -1218450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1218448.625000 Penalty: 2713.649170
	Iteration 51Q: 3 clusters Score -1218449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1218449.375000 Penalty: 2713.649170
	Iteration 52Q: 3 clusters Score -1218449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1218451.625000 Penalty: 2713.649170
	Iteration 53Q: 3 clusters Score -1218452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1218454.000000 Penalty: 2713.649170
	Iteration 54Q: 3 clusters Score -1218454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1218452.125000 Penalty: 2713.649170
	Iteration 55Q: 3 clusters Score -1218452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1218457.000000 Penalty: 2713.649170
	Iteration 56Q: 3 clusters Score -1218457 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1218457.250000 Penalty: 2713.649170
	Iteration 57Q: 3 clusters Score -1218457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1218458.250000 Penalty: 2713.649170
	Iteration 58Q: 3 clusters Score -1218458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1218459.125000 Penalty: 2713.649170
	Iteration 59Q: 3 clusters Score -1218459 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1218459.000000 Penalty: 2713.649170
	Iteration 60F: 3 clusters Score -1218459 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1218461.375000 Penalty: 2713.649170
	Iteration 61Q: 3 clusters Score -1218461 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1218463.625000 Penalty: 2713.649170
	Iteration 62Q: 3 clusters Score -1218464 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1218466.625000 Penalty: 2713.649170
	Iteration 63Q: 3 clusters Score -1218467 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1218470.125000 Penalty: 2713.649170
	Iteration 64Q: 3 clusters Score -1218470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1218470.000000 Penalty: 2713.649170
	Iteration 65Q: 3 clusters Score -1218470 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1218472.500000 Penalty: 2713.649170
	Iteration 66Q: 3 clusters Score -1218472 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1218477.000000 Penalty: 2713.649170
	Iteration 67Q: 3 clusters Score -1218477 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1218478.750000 Penalty: 2713.649170
	Iteration 68Q: 3 clusters Score -1218479 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1218477.125000 Penalty: 2713.649170
	Iteration 69Q: 3 clusters Score -1218477 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1218481.250000 Penalty: 2713.649170
	Iteration 70Q: 3 clusters Score -1218481 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1218484.000000 Penalty: 2713.649170
	Iteration 71Q: 3 clusters Score -1218484 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1218487.250000 Penalty: 2713.649170
	Iteration 72Q: 3 clusters Score -1218487 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1218492.375000 Penalty: 2713.649170
	Iteration 73Q: 3 clusters Score -1218492 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1218497.000000 Penalty: 2713.649170
	Iteration 74Q: 3 clusters Score -1218497 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1218500.750000 Penalty: 2713.649170
	Iteration 75Q: 3 clusters Score -1218501 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1218501.875000 Penalty: 2713.649170
	Iteration 76Q: 3 clusters Score -1218502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1218503.750000 Penalty: 2713.649170
	Iteration 77Q: 3 clusters Score -1218504 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1218507.125000 Penalty: 2713.649170
	Iteration 78Q: 3 clusters Score -1218507 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1218509.625000 Penalty: 2713.649170
	Iteration 79Q: 3 clusters Score -1218510 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1218511.375000 Penalty: 2713.649170
	Iteration 80F: 3 clusters Score -1218511 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1218513.250000 Penalty: 2713.649170
	Iteration 81Q: 3 clusters Score -1218513 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1218520.125000 Penalty: 2713.649170
	Iteration 82Q: 3 clusters Score -1218520 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1218519.250000 Penalty: 2713.649170
	Iteration 83Q: 3 clusters Score -1218519 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1218521.750000 Penalty: 2713.649170
	Iteration 84Q: 3 clusters Score -1218522 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1218524.000000 Penalty: 2713.649170
	Iteration 85Q: 3 clusters Score -1218524 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1218527.375000 Penalty: 2713.649170
	Iteration 86Q: 3 clusters Score -1218527 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1218530.500000 Penalty: 2713.649170
	Iteration 87Q: 3 clusters Score -1218530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1218532.125000 Penalty: 2713.649170
	Iteration 88Q: 3 clusters Score -1218532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1218529.375000 Penalty: 2713.649170
	Iteration 89Q: 3 clusters Score -1218529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1218529.500000 Penalty: 2713.649170
	Iteration 90Q: 3 clusters Score -1218530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1218532.000000 Penalty: 2713.649170
	Iteration 91Q: 3 clusters Score -1218532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1218533.125000 Penalty: 2713.649170
	Iteration 92Q: 3 clusters Score -1218533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1218532.500000 Penalty: 2713.649170
	Iteration 93Q: 3 clusters Score -1218532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1218532.500000 Penalty: 2713.649170
	Iteration 94F: 3 clusters Score -1218532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (64685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64685 members 
Entering Unmasked Estep 
Score: -8180536.000000 Penalty: 1648.300049
	Iteration 0F: 2 clusters Score -8180536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32342 members 
Mstep: Class 2 contains 32343 members 
Entering Unmasked Estep 
Score: -8140571.000000 Penalty: 3296.600098
	Iteration 0F: 3 clusters Score -8140571 nChanged 30225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32539 members 
Mstep: Class 2 contains 32146 members 
Entering Unmasked Estep 
Score: -8157419.500000 Penalty: 3296.600098
	Iteration 1F: 3 clusters Score -8157420 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32656 members 
Mstep: Class 2 contains 32029 members 
Entering Unmasked Estep 
Score: -8157928.000000 Penalty: 3296.600098
	Iteration 2Q: 3 clusters Score -8157928 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32905 members 
Mstep: Class 2 contains 31780 members 
Entering Unmasked Estep 
Score: -8158484.500000 Penalty: 3296.600098
	Iteration 3Q: 3 clusters Score -8158484 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33278 members 
Mstep: Class 2 contains 31407 members 
Entering Unmasked Estep 
Score: -8159038.500000 Penalty: 3296.600098
	Iteration 4Q: 3 clusters Score -8159038 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33830 members 
Mstep: Class 2 contains 30855 members 
Entering Unmasked Estep 
Score: -8159579.500000 Penalty: 3296.600098
	Iteration 5Q: 3 clusters Score -8159580 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34583 members 
Mstep: Class 2 contains 30102 members 
Entering Unmasked Estep 
Score: -8160200.500000 Penalty: 3296.600098
	Iteration 6Q: 3 clusters Score -8160200 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35614 members 
Mstep: Class 2 contains 29071 members 
Entering Unmasked Estep 
Score: -8161003.500000 Penalty: 3296.600098
	Iteration 7Q: 3 clusters Score -8161004 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37039 members 
Mstep: Class 2 contains 27646 members 
Entering Unmasked Estep 
Score: -8161903.500000 Penalty: 3296.600098
	Iteration 8Q: 3 clusters Score -8161904 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38874 members 
Mstep: Class 2 contains 25811 members 
Entering Unmasked Estep 
Score: -8163072.500000 Penalty: 3296.600098
	Iteration 9Q: 3 clusters Score -8163072 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41073 members 
Mstep: Class 2 contains 23612 members 
Entering Unmasked Estep 
Score: -8164404.500000 Penalty: 3296.600098
	Iteration 10Q: 3 clusters Score -8164404 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43664 members 
Mstep: Class 2 contains 21021 members 
Entering Unmasked Estep 
Score: -8165996.500000 Penalty: 3296.600098
	Iteration 11F: 3 clusters Score -8165996 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46518 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -8167740.500000 Penalty: 3296.600098
	Iteration 12F: 3 clusters Score -8167740 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49382 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -8169516.500000 Penalty: 3296.600098
	Iteration 13F: 3 clusters Score -8169516 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51980 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -8171201.000000 Penalty: 3296.600098
	Iteration 14Q: 3 clusters Score -8171201 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54302 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -8172872.000000 Penalty: 3296.600098
	Iteration 15Q: 3 clusters Score -8172872 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56131 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -8174338.500000 Penalty: 3296.600098
	Iteration 16Q: 3 clusters Score -8174338 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57462 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -8175362.500000 Penalty: 3296.600098
	Iteration 17Q: 3 clusters Score -8175362 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58444 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -8176175.500000 Penalty: 3296.600098
	Iteration 18Q: 3 clusters Score -8176176 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59207 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -8176752.500000 Penalty: 3296.600098
	Iteration 19Q: 3 clusters Score -8176752 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59829 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -8177158.000000 Penalty: 3296.600098
	Iteration 20F: 3 clusters Score -8177158 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60344 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -8177478.000000 Penalty: 3296.600098
	Iteration 21Q: 3 clusters Score -8177478 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60790 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -8177749.500000 Penalty: 3296.600098
	Iteration 22Q: 3 clusters Score -8177750 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61192 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -8178000.000000 Penalty: 3296.600098
	Iteration 23Q: 3 clusters Score -8178000 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61531 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -8178203.500000 Penalty: 3296.600098
	Iteration 24Q: 3 clusters Score -8178204 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61830 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -8178336.000000 Penalty: 3296.600098
	Iteration 25Q: 3 clusters Score -8178336 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62092 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -8178469.500000 Penalty: 3296.600098
	Iteration 26Q: 3 clusters Score -8178470 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62322 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -8178566.000000 Penalty: 3296.600098
	Iteration 27Q: 3 clusters Score -8178566 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62489 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -8178670.000000 Penalty: 3296.600098
	Iteration 28Q: 3 clusters Score -8178670 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62621 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -8178732.000000 Penalty: 3296.600098
	Iteration 29Q: 3 clusters Score -8178732 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62748 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -8178793.000000 Penalty: 3296.600098
	Iteration 30Q: 3 clusters Score -8178793 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62849 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -8178836.000000 Penalty: 3296.600098
	Iteration 31Q: 3 clusters Score -8178836 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62961 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -8178884.000000 Penalty: 3296.600098
	Iteration 32Q: 3 clusters Score -8178884 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63036 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -8178907.000000 Penalty: 3296.600098
	Iteration 33Q: 3 clusters Score -8178907 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63105 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -8178942.000000 Penalty: 3296.600098
	Iteration 34Q: 3 clusters Score -8178942 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63155 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -8178974.500000 Penalty: 3296.600098
	Iteration 35Q: 3 clusters Score -8178974 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63199 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -8178992.500000 Penalty: 3296.600098
	Iteration 36Q: 3 clusters Score -8178992 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63236 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -8179016.500000 Penalty: 3296.600098
	Iteration 37Q: 3 clusters Score -8179016 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63261 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -8179037.500000 Penalty: 3296.600098
	Iteration 38Q: 3 clusters Score -8179038 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63291 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -8179042.000000 Penalty: 3296.600098
	Iteration 39Q: 3 clusters Score -8179042 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63325 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -8179052.000000 Penalty: 3296.600098
	Iteration 40F: 3 clusters Score -8179052 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63355 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -8179061.500000 Penalty: 3296.600098
	Iteration 41Q: 3 clusters Score -8179062 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63382 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -8179059.500000 Penalty: 3296.600098
	Iteration 42Q: 3 clusters Score -8179060 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63408 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -8179078.500000 Penalty: 3296.600098
	Iteration 43Q: 3 clusters Score -8179078 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63432 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -8179108.000000 Penalty: 3296.600098
	Iteration 44Q: 3 clusters Score -8179108 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63449 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -8179113.000000 Penalty: 3296.600098
	Iteration 45Q: 3 clusters Score -8179113 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63464 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -8179107.000000 Penalty: 3296.600098
	Iteration 46Q: 3 clusters Score -8179107 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63475 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -8179117.000000 Penalty: 3296.600098
	Iteration 47Q: 3 clusters Score -8179117 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63484 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -8179127.500000 Penalty: 3296.600098
	Iteration 48Q: 3 clusters Score -8179128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63490 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -8179124.500000 Penalty: 3296.600098
	Iteration 49Q: 3 clusters Score -8179124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63492 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -8179128.500000 Penalty: 3296.600098
	Iteration 50Q: 3 clusters Score -8179128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63496 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -8179123.500000 Penalty: 3296.600098
	Iteration 51Q: 3 clusters Score -8179124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63499 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -8179127.000000 Penalty: 3296.600098
	Iteration 52Q: 3 clusters Score -8179127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63503 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -8179131.500000 Penalty: 3296.600098
	Iteration 53Q: 3 clusters Score -8179132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63506 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -8179131.000000 Penalty: 3296.600098
	Iteration 54Q: 3 clusters Score -8179131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63508 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -8179130.500000 Penalty: 3296.600098
	Iteration 55Q: 3 clusters Score -8179130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63512 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -8179129.000000 Penalty: 3296.600098
	Iteration 56Q: 3 clusters Score -8179129 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63517 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -8179126.500000 Penalty: 3296.600098
	Iteration 57Q: 3 clusters Score -8179126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63523 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -8179139.500000 Penalty: 3296.600098
	Iteration 58Q: 3 clusters Score -8179140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63532 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -8179140.000000 Penalty: 3296.600098
	Iteration 59Q: 3 clusters Score -8179140 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63544 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -8179141.500000 Penalty: 3296.600098
	Iteration 60F: 3 clusters Score -8179142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63555 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -8179140.000000 Penalty: 3296.600098
	Iteration 61Q: 3 clusters Score -8179140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63565 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -8179127.500000 Penalty: 3296.600098
	Iteration 62Q: 3 clusters Score -8179128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63570 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -8179133.500000 Penalty: 3296.600098
	Iteration 63Q: 3 clusters Score -8179134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63580 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -8179133.000000 Penalty: 3296.600098
	Iteration 64Q: 3 clusters Score -8179133 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63589 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -8179136.000000 Penalty: 3296.600098
	Iteration 65Q: 3 clusters Score -8179136 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63601 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -8179144.000000 Penalty: 3296.600098
	Iteration 66Q: 3 clusters Score -8179144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63612 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -8179146.000000 Penalty: 3296.600098
	Iteration 67Q: 3 clusters Score -8179146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63620 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -8179151.000000 Penalty: 3296.600098
	Iteration 68Q: 3 clusters Score -8179151 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63627 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -8179167.000000 Penalty: 3296.600098
	Iteration 69Q: 3 clusters Score -8179167 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63636 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -8179168.500000 Penalty: 3296.600098
	Iteration 70Q: 3 clusters Score -8179168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63641 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -8179173.000000 Penalty: 3296.600098
	Iteration 71Q: 3 clusters Score -8179173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63645 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -8179174.500000 Penalty: 3296.600098
	Iteration 72Q: 3 clusters Score -8179174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63650 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -8179180.500000 Penalty: 3296.600098
	Iteration 73Q: 3 clusters Score -8179180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63654 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -8179181.500000 Penalty: 3296.600098
	Iteration 74Q: 3 clusters Score -8179182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63656 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -8179186.500000 Penalty: 3296.600098
	Iteration 75Q: 3 clusters Score -8179186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63657 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -8179185.500000 Penalty: 3296.600098
	Iteration 76Q: 3 clusters Score -8179186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63658 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -8179187.500000 Penalty: 3296.600098
	Iteration 77Q: 3 clusters Score -8179188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63658 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -8179187.500000 Penalty: 3296.600098
	Iteration 78F: 3 clusters Score -8179188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Entering Unmasked Estep 
Score: -15256.823242 Penalty: 735.316406
	Iteration 0F: 2 clusters Score -15256.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -14831.540039 Penalty: 1470.632812
	Iteration 0F: 3 clusters Score -14831.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -14855.230469 Penalty: 1470.632812
	Iteration 1Q: 3 clusters Score -14855.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -14855.230469 Penalty: 1470.632812
	Iteration 2F: 3 clusters Score -14855.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (7143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Entering Unmasked Estep 
Score: -904005.687500 Penalty: 1320.434570
	Iteration 0F: 2 clusters Score -904005.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -898945.687500 Penalty: 2640.869141
	Iteration 0F: 3 clusters Score -898945.7 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -900566.812500 Penalty: 2640.869141
	Iteration 1F: 3 clusters Score -900566.8 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -900835.687500 Penalty: 2640.869141
	Iteration 2F: 3 clusters Score -900835.7 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -900988.125000 Penalty: 2640.869141
	Iteration 3Q: 3 clusters Score -900988.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -901109.812500 Penalty: 2640.869141
	Iteration 4Q: 3 clusters Score -901109.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -901199.250000 Penalty: 2640.869141
	Iteration 5Q: 3 clusters Score -901199.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -901265.437500 Penalty: 2640.869141
	Iteration 6Q: 3 clusters Score -901265.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -901323.687500 Penalty: 2640.869141
	Iteration 7Q: 3 clusters Score -901323.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -901370.812500 Penalty: 2640.869141
	Iteration 8Q: 3 clusters Score -901370.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -901404.812500 Penalty: 2640.869141
	Iteration 9Q: 3 clusters Score -901404.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -901445.812500 Penalty: 2640.869141
	Iteration 10Q: 3 clusters Score -901445.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -901489.437500 Penalty: 2640.869141
	Iteration 11Q: 3 clusters Score -901489.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -901517.500000 Penalty: 2640.869141
	Iteration 12Q: 3 clusters Score -901517.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -901545.312500 Penalty: 2640.869141
	Iteration 13Q: 3 clusters Score -901545.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -901562.812500 Penalty: 2640.869141
	Iteration 14Q: 3 clusters Score -901562.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -901580.250000 Penalty: 2640.869141
	Iteration 15Q: 3 clusters Score -901580.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -901591.187500 Penalty: 2640.869141
	Iteration 16Q: 3 clusters Score -901591.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -901605.812500 Penalty: 2640.869141
	Iteration 17Q: 3 clusters Score -901605.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -901617.937500 Penalty: 2640.869141
	Iteration 18Q: 3 clusters Score -901617.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -901634.937500 Penalty: 2640.869141
	Iteration 19Q: 3 clusters Score -901634.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -901658.000000 Penalty: 2640.869141
	Iteration 20F: 3 clusters Score -901658 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -901674.687500 Penalty: 2640.869141
	Iteration 21Q: 3 clusters Score -901674.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -901696.250000 Penalty: 2640.869141
	Iteration 22Q: 3 clusters Score -901696.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -901720.500000 Penalty: 2640.869141
	Iteration 23Q: 3 clusters Score -901720.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -901743.875000 Penalty: 2640.869141
	Iteration 24Q: 3 clusters Score -901743.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -901766.000000 Penalty: 2640.869141
	Iteration 25Q: 3 clusters Score -901766 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -901785.750000 Penalty: 2640.869141
	Iteration 26Q: 3 clusters Score -901785.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -901815.500000 Penalty: 2640.869141
	Iteration 27Q: 3 clusters Score -901815.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -901837.875000 Penalty: 2640.869141
	Iteration 28Q: 3 clusters Score -901837.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -901862.750000 Penalty: 2640.869141
	Iteration 29Q: 3 clusters Score -901862.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -901884.687500 Penalty: 2640.869141
	Iteration 30Q: 3 clusters Score -901884.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -901897.187500 Penalty: 2640.869141
	Iteration 31Q: 3 clusters Score -901897.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -901920.062500 Penalty: 2640.869141
	Iteration 32Q: 3 clusters Score -901920.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -901939.437500 Penalty: 2640.869141
	Iteration 33Q: 3 clusters Score -901939.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -901963.062500 Penalty: 2640.869141
	Iteration 34Q: 3 clusters Score -901963.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -901983.187500 Penalty: 2640.869141
	Iteration 35Q: 3 clusters Score -901983.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -902008.500000 Penalty: 2640.869141
	Iteration 36Q: 3 clusters Score -902008.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -902032.437500 Penalty: 2640.869141
	Iteration 37Q: 3 clusters Score -902032.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -902059.937500 Penalty: 2640.869141
	Iteration 38Q: 3 clusters Score -902059.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -902085.812500 Penalty: 2640.869141
	Iteration 39Q: 3 clusters Score -902085.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -902108.250000 Penalty: 2640.869141
	Iteration 40F: 3 clusters Score -902108.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -902125.812500 Penalty: 2640.869141
	Iteration 41Q: 3 clusters Score -902125.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -902147.187500 Penalty: 2640.869141
	Iteration 42Q: 3 clusters Score -902147.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -902165.062500 Penalty: 2640.869141
	Iteration 43Q: 3 clusters Score -902165.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -902184.875000 Penalty: 2640.869141
	Iteration 44Q: 3 clusters Score -902184.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -902205.500000 Penalty: 2640.869141
	Iteration 45Q: 3 clusters Score -902205.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -902224.125000 Penalty: 2640.869141
	Iteration 46Q: 3 clusters Score -902224.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -902238.812500 Penalty: 2640.869141
	Iteration 47Q: 3 clusters Score -902238.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -902256.687500 Penalty: 2640.869141
	Iteration 48Q: 3 clusters Score -902256.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -902275.937500 Penalty: 2640.869141
	Iteration 49Q: 3 clusters Score -902275.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -902294.500000 Penalty: 2640.869141
	Iteration 50Q: 3 clusters Score -902294.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -902312.687500 Penalty: 2640.869141
	Iteration 51Q: 3 clusters Score -902312.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -902335.437500 Penalty: 2640.869141
	Iteration 52Q: 3 clusters Score -902335.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -902356.875000 Penalty: 2640.869141
	Iteration 53Q: 3 clusters Score -902356.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -902375.625000 Penalty: 2640.869141
	Iteration 54Q: 3 clusters Score -902375.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -902390.812500 Penalty: 2640.869141
	Iteration 55Q: 3 clusters Score -902390.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -902411.625000 Penalty: 2640.869141
	Iteration 56Q: 3 clusters Score -902411.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -902433.625000 Penalty: 2640.869141
	Iteration 57Q: 3 clusters Score -902433.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -902456.500000 Penalty: 2640.869141
	Iteration 58Q: 3 clusters Score -902456.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -902484.500000 Penalty: 2640.869141
	Iteration 59Q: 3 clusters Score -902484.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -902514.625000 Penalty: 2640.869141
	Iteration 60F: 3 clusters Score -902514.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -902539.000000 Penalty: 2640.869141
	Iteration 61Q: 3 clusters Score -902539 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -902567.500000 Penalty: 2640.869141
	Iteration 62Q: 3 clusters Score -902567.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -902596.312500 Penalty: 2640.869141
	Iteration 63Q: 3 clusters Score -902596.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -902616.250000 Penalty: 2640.869141
	Iteration 64Q: 3 clusters Score -902616.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -902631.125000 Penalty: 2640.869141
	Iteration 65Q: 3 clusters Score -902631.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -902648.500000 Penalty: 2640.869141
	Iteration 66Q: 3 clusters Score -902648.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -902662.500000 Penalty: 2640.869141
	Iteration 67Q: 3 clusters Score -902662.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -902672.437500 Penalty: 2640.869141
	Iteration 68Q: 3 clusters Score -902672.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -902693.437500 Penalty: 2640.869141
	Iteration 69Q: 3 clusters Score -902693.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -902707.250000 Penalty: 2640.869141
	Iteration 70Q: 3 clusters Score -902707.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -902725.625000 Penalty: 2640.869141
	Iteration 71Q: 3 clusters Score -902725.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -902741.875000 Penalty: 2640.869141
	Iteration 72Q: 3 clusters Score -902741.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -902755.125000 Penalty: 2640.869141
	Iteration 73Q: 3 clusters Score -902755.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -902768.500000 Penalty: 2640.869141
	Iteration 74Q: 3 clusters Score -902768.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -902782.187500 Penalty: 2640.869141
	Iteration 75Q: 3 clusters Score -902782.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -902792.250000 Penalty: 2640.869141
	Iteration 76Q: 3 clusters Score -902792.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -902799.312500 Penalty: 2640.869141
	Iteration 77Q: 3 clusters Score -902799.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -902808.000000 Penalty: 2640.869141
	Iteration 78Q: 3 clusters Score -902808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -902811.937500 Penalty: 2640.869141
	Iteration 79Q: 3 clusters Score -902811.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -902821.812500 Penalty: 2640.869141
	Iteration 80F: 3 clusters Score -902821.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -902828.062500 Penalty: 2640.869141
	Iteration 81Q: 3 clusters Score -902828.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -902833.062500 Penalty: 2640.869141
	Iteration 82Q: 3 clusters Score -902833.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -902838.562500 Penalty: 2640.869141
	Iteration 83Q: 3 clusters Score -902838.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -902840.750000 Penalty: 2640.869141
	Iteration 84Q: 3 clusters Score -902840.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -902846.437500 Penalty: 2640.869141
	Iteration 85Q: 3 clusters Score -902846.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -902851.187500 Penalty: 2640.869141
	Iteration 86Q: 3 clusters Score -902851.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -902858.312500 Penalty: 2640.869141
	Iteration 87Q: 3 clusters Score -902858.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -902865.437500 Penalty: 2640.869141
	Iteration 88Q: 3 clusters Score -902865.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -902872.687500 Penalty: 2640.869141
	Iteration 89Q: 3 clusters Score -902872.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -902880.937500 Penalty: 2640.869141
	Iteration 90Q: 3 clusters Score -902880.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -902888.750000 Penalty: 2640.869141
	Iteration 91Q: 3 clusters Score -902888.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -902894.062500 Penalty: 2640.869141
	Iteration 92Q: 3 clusters Score -902894.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -902901.000000 Penalty: 2640.869141
	Iteration 93Q: 3 clusters Score -902901 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -902909.250000 Penalty: 2640.869141
	Iteration 94Q: 3 clusters Score -902909.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -902912.562500 Penalty: 2640.869141
	Iteration 95Q: 3 clusters Score -902912.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -902918.187500 Penalty: 2640.869141
	Iteration 96Q: 3 clusters Score -902918.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -902921.312500 Penalty: 2640.869141
	Iteration 97Q: 3 clusters Score -902921.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -902923.812500 Penalty: 2640.869141
	Iteration 98Q: 3 clusters Score -902923.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -902927.375000 Penalty: 2640.869141
	Iteration 99Q: 3 clusters Score -902927.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -902929.375000 Penalty: 2640.869141
	Iteration 100F: 3 clusters Score -902929.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -902935.750000 Penalty: 2640.869141
	Iteration 101Q: 3 clusters Score -902935.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -902939.000000 Penalty: 2640.869141
	Iteration 102Q: 3 clusters Score -902939 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -902944.062500 Penalty: 2640.869141
	Iteration 103Q: 3 clusters Score -902944.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -902950.312500 Penalty: 2640.869141
	Iteration 104Q: 3 clusters Score -902950.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -902954.187500 Penalty: 2640.869141
	Iteration 105Q: 3 clusters Score -902954.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -902955.687500 Penalty: 2640.869141
	Iteration 106Q: 3 clusters Score -902955.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -902955.687500 Penalty: 2640.869141
	Iteration 107Q: 3 clusters Score -902955.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -902957.500000 Penalty: 2640.869141
	Iteration 108Q: 3 clusters Score -902957.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -902961.125000 Penalty: 2640.869141
	Iteration 109Q: 3 clusters Score -902961.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -902962.875000 Penalty: 2640.869141
	Iteration 110Q: 3 clusters Score -902962.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -902963.875000 Penalty: 2640.869141
	Iteration 111Q: 3 clusters Score -902963.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -902964.312500 Penalty: 2640.869141
	Iteration 112Q: 3 clusters Score -902964.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -902965.187500 Penalty: 2640.869141
	Iteration 113Q: 3 clusters Score -902965.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -902965.187500 Penalty: 2640.869141
	Iteration 114F: 3 clusters Score -902965.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Entering Unmasked Estep 
Score: -16075.054688 Penalty: 807.232605
	Iteration 0F: 2 clusters Score -16075.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -15511.402344 Penalty: 1614.465210
	Iteration 0F: 3 clusters Score -15511.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -15599.341797 Penalty: 1614.465210
	Iteration 1F: 3 clusters Score -15599.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -15688.753906 Penalty: 1614.465210
	Iteration 2F: 3 clusters Score -15688.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -15759.920898 Penalty: 1614.465210
	Iteration 3Q: 3 clusters Score -15759.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -15793.364258 Penalty: 1614.465210
	Iteration 4Q: 3 clusters Score -15793.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -15841.078125 Penalty: 1614.465210
	Iteration 5Q: 3 clusters Score -15841.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -15852.624023 Penalty: 1614.465210
	Iteration 6Q: 3 clusters Score -15852.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -15864.347656 Penalty: 1614.465210
	Iteration 7Q: 3 clusters Score -15864.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -15864.347656 Penalty: 1614.465210
	Iteration 8F: 3 clusters Score -15864.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Entering Unmasked Estep 
Score: -17482.931641 Penalty: 787.643799
	Iteration 0F: 2 clusters Score -17482.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -16890.484375 Penalty: 1575.287598
	Iteration 0F: 3 clusters Score -16890.48 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -17004.332031 Penalty: 1575.287598
	Iteration 1F: 3 clusters Score -17004.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -17082.906250 Penalty: 1575.287598
	Iteration 2F: 3 clusters Score -17082.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -17115.576172 Penalty: 1575.287598
	Iteration 3Q: 3 clusters Score -17115.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -17137.425781 Penalty: 1575.287598
	Iteration 4Q: 3 clusters Score -17137.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -17141.347656 Penalty: 1575.287598
	Iteration 5Q: 3 clusters Score -17141.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -17152.425781 Penalty: 1575.287598
	Iteration 6Q: 3 clusters Score -17152.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -17159.015625 Penalty: 1575.287598
	Iteration 7Q: 3 clusters Score -17159.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -17164.857422 Penalty: 1575.287598
	Iteration 8Q: 3 clusters Score -17164.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -17172.355469 Penalty: 1575.287598
	Iteration 9Q: 3 clusters Score -17172.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -17185.259766 Penalty: 1575.287598
	Iteration 10Q: 3 clusters Score -17185.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -17185.259766 Penalty: 1575.287598
	Iteration 11F: 3 clusters Score -17185.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Entering Unmasked Estep 
Score: -36689.171875 Penalty: 883.897522
	Iteration 0F: 2 clusters Score -36689.17 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 172 members 
Entering Unmasked Estep 
Score: -35872.769531 Penalty: 1767.795044
	Iteration 0F: 3 clusters Score -35872.77 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -36033.238281 Penalty: 1767.795044
	Iteration 1F: 3 clusters Score -36033.24 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -36090.843750 Penalty: 1767.795044
	Iteration 2F: 3 clusters Score -36090.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -36130.207031 Penalty: 1767.795044
	Iteration 3Q: 3 clusters Score -36130.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -36144.269531 Penalty: 1767.795044
	Iteration 4Q: 3 clusters Score -36144.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -36156.777344 Penalty: 1767.795044
	Iteration 5Q: 3 clusters Score -36156.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -36156.777344 Penalty: 1767.795044
	Iteration 6F: 3 clusters Score -36156.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58236 members 
Mstep: Class 2 contains 40717 members 
Mstep: Class 3 contains 11299 members 
Mstep: Class 4 contains 2552 members 
Mstep: Class 5 contains 68033 members 
Mstep: Class 6 contains 37028 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5704 members 
Mstep: Class 9 contains 8463 members 
Mstep: Class 10 contains 9569 members 
Mstep: Class 11 contains 9298 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 10174 members 
Mstep: Class 14 contains 1731 members 
Mstep: Class 15 contains 12032 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24016 members 
Mstep: Class 18 contains 11521 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 35877 members 
Mstep: Class 21 contains 8912 members 
Mstep: Class 22 contains 5351 members 
Mstep: Class 23 contains 22135 members 
Mstep: Class 24 contains 5559 members 
Mstep: Class 25 contains 15808 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 52571 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34966 members 
Mstep: Class 31 contains 21757 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43419 members 
Mstep: Class 34 contains 7003 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9122 members 
Mstep: Class 40 contains 64685 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7143 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018720.000000 Penalty: 89796.125000
Iteration 439Q: 46 clusters Score -8.101872e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58233 members 
Mstep: Class 2 contains 40715 members 
Mstep: Class 3 contains 11295 members 
Mstep: Class 4 contains 2552 members 
Mstep: Class 5 contains 68033 members 
Mstep: Class 6 contains 37031 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5704 members 
Mstep: Class 9 contains 8463 members 
Mstep: Class 10 contains 9570 members 
Mstep: Class 11 contains 9298 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 10174 members 
Mstep: Class 14 contains 1731 members 
Mstep: Class 15 contains 12031 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24017 members 
Mstep: Class 18 contains 11521 members 
Mstep: Class 19 contains 4404 members 
Mstep: Class 20 contains 35877 members 
Mstep: Class 21 contains 8912 members 
Mstep: Class 22 contains 5351 members 
Mstep: Class 23 contains 22135 members 
Mstep: Class 24 contains 5559 members 
Mstep: Class 25 contains 15808 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 52552 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34966 members 
Mstep: Class 31 contains 21757 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43434 members 
Mstep: Class 34 contains 7003 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9122 members 
Mstep: Class 40 contains 64695 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7143 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018648.000000 Penalty: 89796.125000
Iteration 440F: 46 clusters Score -8.101865e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58238 members 
Mstep: Class 2 contains 40719 members 
Mstep: Class 3 contains 11293 members 
Mstep: Class 4 contains 2552 members 
Mstep: Class 5 contains 68033 members 
Mstep: Class 6 contains 37028 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5703 members 
Mstep: Class 9 contains 8463 members 
Mstep: Class 10 contains 9570 members 
Mstep: Class 11 contains 9298 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 10174 members 
Mstep: Class 14 contains 1731 members 
Mstep: Class 15 contains 12031 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24017 members 
Mstep: Class 18 contains 11521 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 35877 members 
Mstep: Class 21 contains 8912 members 
Mstep: Class 22 contains 5351 members 
Mstep: Class 23 contains 22135 members 
Mstep: Class 24 contains 5559 members 
Mstep: Class 25 contains 15806 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 52525 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34966 members 
Mstep: Class 31 contains 21757 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43444 members 
Mstep: Class 34 contains 7003 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9121 members 
Mstep: Class 40 contains 64711 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7143 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018728.000000 Penalty: 89796.125000
Iteration 441Q: 46 clusters Score -8.101873e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58244 members 
Mstep: Class 2 contains 40718 members 
Mstep: Class 3 contains 11290 members 
Mstep: Class 4 contains 2552 members 
Mstep: Class 5 contains 68033 members 
Mstep: Class 6 contains 37026 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5703 members 
Mstep: Class 9 contains 8463 members 
Mstep: Class 10 contains 9570 members 
Mstep: Class 11 contains 9298 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 10174 members 
Mstep: Class 14 contains 1731 members 
Mstep: Class 15 contains 12031 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24019 members 
Mstep: Class 18 contains 11521 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 35877 members 
Mstep: Class 21 contains 8912 members 
Mstep: Class 22 contains 5351 members 
Mstep: Class 23 contains 22135 members 
Mstep: Class 24 contains 5559 members 
Mstep: Class 25 contains 15802 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 52504 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34966 members 
Mstep: Class 31 contains 21757 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43459 members 
Mstep: Class 34 contains 7003 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9119 members 
Mstep: Class 40 contains 64721 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7143 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018752.000000 Penalty: 89796.125000
Iteration 442Q: 46 clusters Score -8.101875e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58260 members 
Mstep: Class 2 contains 40717 members 
Mstep: Class 3 contains 11285 members 
Mstep: Class 4 contains 2552 members 
Mstep: Class 5 contains 68033 members 
Mstep: Class 6 contains 37025 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5703 members 
Mstep: Class 9 contains 8462 members 
Mstep: Class 10 contains 9570 members 
Mstep: Class 11 contains 9298 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 10174 members 
Mstep: Class 14 contains 1731 members 
Mstep: Class 15 contains 12031 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24019 members 
Mstep: Class 18 contains 11521 members 
Mstep: Class 19 contains 4403 members 
Mstep: Class 20 contains 35877 members 
Mstep: Class 21 contains 8912 members 
Mstep: Class 22 contains 5351 members 
Mstep: Class 23 contains 22135 members 
Mstep: Class 24 contains 5559 members 
Mstep: Class 25 contains 15803 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 52476 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34965 members 
Mstep: Class 31 contains 21757 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43465 members 
Mstep: Class 34 contains 7003 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9122 members 
Mstep: Class 40 contains 64734 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7143 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018768.000000 Penalty: 89796.125000
Iteration 443Q: 46 clusters Score -8.101877e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58271 members 
Mstep: Class 2 contains 40718 members 
Mstep: Class 3 contains 11284 members 
Mstep: Class 4 contains 2552 members 
Mstep: Class 5 contains 68033 members 
Mstep: Class 6 contains 37024 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5702 members 
Mstep: Class 9 contains 8462 members 
Mstep: Class 10 contains 9569 members 
Mstep: Class 11 contains 9298 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 10174 members 
Mstep: Class 14 contains 1731 members 
Mstep: Class 15 contains 12030 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24019 members 
Mstep: Class 18 contains 11521 members 
Mstep: Class 19 contains 4403 members 
Mstep: Class 20 contains 35877 members 
Mstep: Class 21 contains 8912 members 
Mstep: Class 22 contains 5351 members 
Mstep: Class 23 contains 22135 members 
Mstep: Class 24 contains 5559 members 
Mstep: Class 25 contains 15803 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 52443 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34966 members 
Mstep: Class 31 contains 21757 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43476 members 
Mstep: Class 34 contains 7003 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9126 members 
Mstep: Class 40 contains 64744 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7143 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018744.000000 Penalty: 89796.125000
Iteration 444Q: 46 clusters Score -8.101874e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58281 members 
Mstep: Class 2 contains 40718 members 
Mstep: Class 3 contains 11281 members 
Mstep: Class 4 contains 2552 members 
Mstep: Class 5 contains 68033 members 
Mstep: Class 6 contains 37020 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5702 members 
Mstep: Class 9 contains 8462 members 
Mstep: Class 10 contains 9568 members 
Mstep: Class 11 contains 9298 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 10174 members 
Mstep: Class 14 contains 1731 members 
Mstep: Class 15 contains 12028 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24019 members 
Mstep: Class 18 contains 11521 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 35877 members 
Mstep: Class 21 contains 8912 members 
Mstep: Class 22 contains 5351 members 
Mstep: Class 23 contains 22135 members 
Mstep: Class 24 contains 5559 members 
Mstep: Class 25 contains 15803 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 52418 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34967 members 
Mstep: Class 31 contains 21757 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43477 members 
Mstep: Class 34 contains 7003 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9127 members 
Mstep: Class 40 contains 64764 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7143 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018752.000000 Penalty: 89796.125000
Iteration 445Q: 46 clusters Score -8.101875e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58297 members 
Mstep: Class 2 contains 40721 members 
Mstep: Class 3 contains 11277 members 
Mstep: Class 4 contains 2552 members 
Mstep: Class 5 contains 68034 members 
Mstep: Class 6 contains 37017 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5703 members 
Mstep: Class 9 contains 8462 members 
Mstep: Class 10 contains 9568 members 
Mstep: Class 11 contains 9298 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 10174 members 
Mstep: Class 14 contains 1731 members 
Mstep: Class 15 contains 12024 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24020 members 
Mstep: Class 18 contains 11521 members 
Mstep: Class 19 contains 4406 members 
Mstep: Class 20 contains 35877 members 
Mstep: Class 21 contains 8912 members 
Mstep: Class 22 contains 5351 members 
Mstep: Class 23 contains 22135 members 
Mstep: Class 24 contains 5559 members 
Mstep: Class 25 contains 15802 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 52384 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34967 members 
Mstep: Class 31 contains 21757 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43481 members 
Mstep: Class 34 contains 7003 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9130 members 
Mstep: Class 40 contains 64780 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7143 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018768.000000 Penalty: 89796.125000
Iteration 446Q: 46 clusters Score -8.101877e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58311 members 
Mstep: Class 2 contains 40722 members 
Mstep: Class 3 contains 11271 members 
Mstep: Class 4 contains 2552 members 
Mstep: Class 5 contains 68037 members 
Mstep: Class 6 contains 37012 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5703 members 
Mstep: Class 9 contains 8462 members 
Mstep: Class 10 contains 9568 members 
Mstep: Class 11 contains 9298 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 10174 members 
Mstep: Class 14 contains 1731 members 
Mstep: Class 15 contains 12022 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24018 members 
Mstep: Class 18 contains 11521 members 
Mstep: Class 19 contains 4404 members 
Mstep: Class 20 contains 35877 members 
Mstep: Class 21 contains 8912 members 
Mstep: Class 22 contains 5351 members 
Mstep: Class 23 contains 22135 members 
Mstep: Class 24 contains 5559 members 
Mstep: Class 25 contains 15800 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 52351 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34967 members 
Mstep: Class 31 contains 21757 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43490 members 
Mstep: Class 34 contains 7003 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9133 members 
Mstep: Class 40 contains 64802 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7143 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018720.000000 Penalty: 89796.125000
Iteration 447Q: 46 clusters Score -8.101872e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58321 members 
Mstep: Class 2 contains 40724 members 
Mstep: Class 3 contains 11268 members 
Mstep: Class 4 contains 2552 members 
Mstep: Class 5 contains 68036 members 
Mstep: Class 6 contains 37014 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5703 members 
Mstep: Class 9 contains 8462 members 
Mstep: Class 10 contains 9567 members 
Mstep: Class 11 contains 9298 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 10174 members 
Mstep: Class 14 contains 1731 members 
Mstep: Class 15 contains 12022 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24018 members 
Mstep: Class 18 contains 11521 members 
Mstep: Class 19 contains 4402 members 
Mstep: Class 20 contains 35877 members 
Mstep: Class 21 contains 8912 members 
Mstep: Class 22 contains 5351 members 
Mstep: Class 23 contains 22135 members 
Mstep: Class 24 contains 5559 members 
Mstep: Class 25 contains 15801 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 52310 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34971 members 
Mstep: Class 31 contains 21757 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43494 members 
Mstep: Class 34 contains 7003 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9136 members 
Mstep: Class 40 contains 64824 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7143 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018736.000000 Penalty: 89796.125000
Iteration 448Q: 46 clusters Score -8.101874e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58333 members 
Mstep: Class 2 contains 40731 members 
Mstep: Class 3 contains 11258 members 
Mstep: Class 4 contains 2552 members 
Mstep: Class 5 contains 68037 members 
Mstep: Class 6 contains 37013 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5704 members 
Mstep: Class 9 contains 8462 members 
Mstep: Class 10 contains 9567 members 
Mstep: Class 11 contains 9298 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 10174 members 
Mstep: Class 14 contains 1732 members 
Mstep: Class 15 contains 12022 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24017 members 
Mstep: Class 18 contains 11521 members 
Mstep: Class 19 contains 4403 members 
Mstep: Class 20 contains 35877 members 
Mstep: Class 21 contains 8912 members 
Mstep: Class 22 contains 5351 members 
Mstep: Class 23 contains 22135 members 
Mstep: Class 24 contains 5558 members 
Mstep: Class 25 contains 15801 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 52265 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34970 members 
Mstep: Class 31 contains 21757 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43503 members 
Mstep: Class 34 contains 7003 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9140 members 
Mstep: Class 40 contains 64847 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7143 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018752.000000 Penalty: 89796.125000
Iteration 449Q: 46 clusters Score -8.101875e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58353 members 
Mstep: Class 2 contains 40730 members 
Mstep: Class 3 contains 11253 members 
Mstep: Class 4 contains 2552 members 
Mstep: Class 5 contains 68037 members 
Mstep: Class 6 contains 37012 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5703 members 
Mstep: Class 9 contains 8462 members 
Mstep: Class 10 contains 9567 members 
Mstep: Class 11 contains 9298 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 10174 members 
Mstep: Class 14 contains 1732 members 
Mstep: Class 15 contains 12022 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24017 members 
Mstep: Class 18 contains 11521 members 
Mstep: Class 19 contains 4405 members 
Mstep: Class 20 contains 35878 members 
Mstep: Class 21 contains 8912 members 
Mstep: Class 22 contains 5351 members 
Mstep: Class 23 contains 22135 members 
Mstep: Class 24 contains 5558 members 
Mstep: Class 25 contains 15802 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 52218 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34971 members 
Mstep: Class 31 contains 21757 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43516 members 
Mstep: Class 34 contains 7003 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9143 members 
Mstep: Class 40 contains 64861 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7143 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018704.000000 Penalty: 89796.125000
Iteration 450Q: 46 clusters Score -8.10187e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58364 members 
Mstep: Class 2 contains 40730 members 
Mstep: Class 3 contains 11248 members 
Mstep: Class 4 contains 2552 members 
Mstep: Class 5 contains 68037 members 
Mstep: Class 6 contains 37011 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5703 members 
Mstep: Class 9 contains 8462 members 
Mstep: Class 10 contains 9567 members 
Mstep: Class 11 contains 9298 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 10174 members 
Mstep: Class 14 contains 1732 members 
Mstep: Class 15 contains 12021 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24016 members 
Mstep: Class 18 contains 11521 members 
Mstep: Class 19 contains 4402 members 
Mstep: Class 20 contains 35879 members 
Mstep: Class 21 contains 8913 members 
Mstep: Class 22 contains 5351 members 
Mstep: Class 23 contains 22135 members 
Mstep: Class 24 contains 5558 members 
Mstep: Class 25 contains 15804 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 52181 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34971 members 
Mstep: Class 31 contains 21756 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43525 members 
Mstep: Class 34 contains 7003 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9149 members 
Mstep: Class 40 contains 64880 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7143 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018640.000000 Penalty: 89796.125000
Iteration 451Q: 46 clusters Score -8.101864e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58379 members 
Mstep: Class 2 contains 40729 members 
Mstep: Class 3 contains 11244 members 
Mstep: Class 4 contains 2552 members 
Mstep: Class 5 contains 68037 members 
Mstep: Class 6 contains 37012 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5703 members 
Mstep: Class 9 contains 8462 members 
Mstep: Class 10 contains 9567 members 
Mstep: Class 11 contains 9298 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 10174 members 
Mstep: Class 14 contains 1732 members 
Mstep: Class 15 contains 12020 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24016 members 
Mstep: Class 18 contains 11521 members 
Mstep: Class 19 contains 4401 members 
Mstep: Class 20 contains 35879 members 
Mstep: Class 21 contains 8913 members 
Mstep: Class 22 contains 5351 members 
Mstep: Class 23 contains 22135 members 
Mstep: Class 24 contains 5558 members 
Mstep: Class 25 contains 15805 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 52135 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34972 members 
Mstep: Class 31 contains 21756 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43538 members 
Mstep: Class 34 contains 7004 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9154 members 
Mstep: Class 40 contains 64895 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7144 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018736.000000 Penalty: 89796.125000
Iteration 452Q: 46 clusters Score -8.101874e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58398 members 
Mstep: Class 2 contains 40727 members 
Mstep: Class 3 contains 11242 members 
Mstep: Class 4 contains 2552 members 
Mstep: Class 5 contains 68037 members 
Mstep: Class 6 contains 37012 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5703 members 
Mstep: Class 9 contains 8462 members 
Mstep: Class 10 contains 9568 members 
Mstep: Class 11 contains 9298 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 10174 members 
Mstep: Class 14 contains 1732 members 
Mstep: Class 15 contains 12020 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24016 members 
Mstep: Class 18 contains 11521 members 
Mstep: Class 19 contains 4401 members 
Mstep: Class 20 contains 35879 members 
Mstep: Class 21 contains 8913 members 
Mstep: Class 22 contains 5351 members 
Mstep: Class 23 contains 22135 members 
Mstep: Class 24 contains 5558 members 
Mstep: Class 25 contains 15806 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 52102 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34972 members 
Mstep: Class 31 contains 21756 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43534 members 
Mstep: Class 34 contains 7004 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9156 members 
Mstep: Class 40 contains 64913 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7144 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018720.000000 Penalty: 89796.125000
Iteration 453Q: 46 clusters Score -8.101872e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58409 members 
Mstep: Class 2 contains 40725 members 
Mstep: Class 3 contains 11239 members 
Mstep: Class 4 contains 2552 members 
Mstep: Class 5 contains 68037 members 
Mstep: Class 6 contains 37013 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5702 members 
Mstep: Class 9 contains 8462 members 
Mstep: Class 10 contains 9568 members 
Mstep: Class 11 contains 9298 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 10174 members 
Mstep: Class 14 contains 1732 members 
Mstep: Class 15 contains 12020 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24017 members 
Mstep: Class 18 contains 11521 members 
Mstep: Class 19 contains 4402 members 
Mstep: Class 20 contains 35879 members 
Mstep: Class 21 contains 8913 members 
Mstep: Class 22 contains 5351 members 
Mstep: Class 23 contains 22135 members 
Mstep: Class 24 contains 5558 members 
Mstep: Class 25 contains 15807 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 52081 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34974 members 
Mstep: Class 31 contains 21756 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43529 members 
Mstep: Class 34 contains 7004 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9158 members 
Mstep: Class 40 contains 64926 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7144 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018760.000000 Penalty: 89796.125000
Iteration 454Q: 46 clusters Score -8.101876e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58421 members 
Mstep: Class 2 contains 40727 members 
Mstep: Class 3 contains 11232 members 
Mstep: Class 4 contains 2552 members 
Mstep: Class 5 contains 68037 members 
Mstep: Class 6 contains 37016 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5702 members 
Mstep: Class 9 contains 8462 members 
Mstep: Class 10 contains 9567 members 
Mstep: Class 11 contains 9298 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 10174 members 
Mstep: Class 14 contains 1732 members 
Mstep: Class 15 contains 12020 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24019 members 
Mstep: Class 18 contains 11521 members 
Mstep: Class 19 contains 4401 members 
Mstep: Class 20 contains 35879 members 
Mstep: Class 21 contains 8914 members 
Mstep: Class 22 contains 5351 members 
Mstep: Class 23 contains 22135 members 
Mstep: Class 24 contains 5558 members 
Mstep: Class 25 contains 15806 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 52054 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34975 members 
Mstep: Class 31 contains 21756 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43525 members 
Mstep: Class 34 contains 7004 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9158 members 
Mstep: Class 40 contains 64946 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7144 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018728.000000 Penalty: 89796.125000
Iteration 455Q: 46 clusters Score -8.101873e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58431 members 
Mstep: Class 2 contains 40727 members 
Mstep: Class 3 contains 11221 members 
Mstep: Class 4 contains 2552 members 
Mstep: Class 5 contains 68038 members 
Mstep: Class 6 contains 37019 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5702 members 
Mstep: Class 9 contains 8462 members 
Mstep: Class 10 contains 9567 members 
Mstep: Class 11 contains 9298 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 10174 members 
Mstep: Class 14 contains 1732 members 
Mstep: Class 15 contains 12021 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24017 members 
Mstep: Class 18 contains 11521 members 
Mstep: Class 19 contains 4402 members 
Mstep: Class 20 contains 35879 members 
Mstep: Class 21 contains 8914 members 
Mstep: Class 22 contains 5351 members 
Mstep: Class 23 contains 22135 members 
Mstep: Class 24 contains 5558 members 
Mstep: Class 25 contains 15807 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 52036 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34975 members 
Mstep: Class 31 contains 21756 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43522 members 
Mstep: Class 34 contains 7004 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9158 members 
Mstep: Class 40 contains 64963 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7144 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018848.000000 Penalty: 89796.125000
Iteration 456Q: 46 clusters Score -8.101885e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58443 members 
Mstep: Class 2 contains 40726 members 
Mstep: Class 3 contains 11213 members 
Mstep: Class 4 contains 2553 members 
Mstep: Class 5 contains 68038 members 
Mstep: Class 6 contains 37021 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5702 members 
Mstep: Class 9 contains 8462 members 
Mstep: Class 10 contains 9567 members 
Mstep: Class 11 contains 9298 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 10174 members 
Mstep: Class 14 contains 1732 members 
Mstep: Class 15 contains 12021 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24017 members 
Mstep: Class 18 contains 11522 members 
Mstep: Class 19 contains 4402 members 
Mstep: Class 20 contains 35879 members 
Mstep: Class 21 contains 8914 members 
Mstep: Class 22 contains 5351 members 
Mstep: Class 23 contains 22135 members 
Mstep: Class 24 contains 5558 members 
Mstep: Class 25 contains 15803 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 52009 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34975 members 
Mstep: Class 31 contains 21756 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43532 members 
Mstep: Class 34 contains 7005 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9161 members 
Mstep: Class 40 contains 64973 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7144 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018824.000000 Penalty: 89796.125000
Iteration 457Q: 46 clusters Score -8.101882e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58449 members 
Mstep: Class 2 contains 40728 members 
Mstep: Class 3 contains 11205 members 
Mstep: Class 4 contains 2553 members 
Mstep: Class 5 contains 68039 members 
Mstep: Class 6 contains 37023 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5703 members 
Mstep: Class 9 contains 8462 members 
Mstep: Class 10 contains 9567 members 
Mstep: Class 11 contains 9298 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 10174 members 
Mstep: Class 14 contains 1732 members 
Mstep: Class 15 contains 12021 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24017 members 
Mstep: Class 18 contains 11523 members 
Mstep: Class 19 contains 4401 members 
Mstep: Class 20 contains 35879 members 
Mstep: Class 21 contains 8915 members 
Mstep: Class 22 contains 5351 members 
Mstep: Class 23 contains 22135 members 
Mstep: Class 24 contains 5558 members 
Mstep: Class 25 contains 15803 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 51986 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34975 members 
Mstep: Class 31 contains 21756 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43531 members 
Mstep: Class 34 contains 7005 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9162 members 
Mstep: Class 40 contains 64991 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7144 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018776.000000 Penalty: 89796.125000
Iteration 458Q: 46 clusters Score -8.101878e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58460 members 
Mstep: Class 2 contains 40728 members 
Mstep: Class 3 contains 11197 members 
Mstep: Class 4 contains 2553 members 
Mstep: Class 5 contains 68039 members 
Mstep: Class 6 contains 37024 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5703 members 
Mstep: Class 9 contains 8462 members 
Mstep: Class 10 contains 9568 members 
Mstep: Class 11 contains 9298 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 10174 members 
Mstep: Class 14 contains 1732 members 
Mstep: Class 15 contains 12022 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24018 members 
Mstep: Class 18 contains 11524 members 
Mstep: Class 19 contains 4400 members 
Mstep: Class 20 contains 35879 members 
Mstep: Class 21 contains 8915 members 
Mstep: Class 22 contains 5351 members 
Mstep: Class 23 contains 22135 members 
Mstep: Class 24 contains 5558 members 
Mstep: Class 25 contains 15805 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 51961 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34975 members 
Mstep: Class 31 contains 21756 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43527 members 
Mstep: Class 34 contains 7005 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9166 members 
Mstep: Class 40 contains 65007 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7144 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018712.000000 Penalty: 89796.125000
Iteration 459Q: 46 clusters Score -8.101871e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58473 members 
Mstep: Class 2 contains 40728 members 
Mstep: Class 3 contains 11190 members 
Mstep: Class 4 contains 2553 members 
Mstep: Class 5 contains 68037 members 
Mstep: Class 6 contains 37026 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5704 members 
Mstep: Class 9 contains 8461 members 
Mstep: Class 10 contains 9567 members 
Mstep: Class 11 contains 9298 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 10174 members 
Mstep: Class 14 contains 1732 members 
Mstep: Class 15 contains 12022 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24018 members 
Mstep: Class 18 contains 11525 members 
Mstep: Class 19 contains 4400 members 
Mstep: Class 20 contains 35879 members 
Mstep: Class 21 contains 8915 members 
Mstep: Class 22 contains 5351 members 
Mstep: Class 23 contains 22135 members 
Mstep: Class 24 contains 5558 members 
Mstep: Class 25 contains 15808 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 51936 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34975 members 
Mstep: Class 31 contains 21756 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43531 members 
Mstep: Class 34 contains 7006 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9168 members 
Mstep: Class 40 contains 65016 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7144 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018744.000000 Penalty: 89796.125000
Iteration 460F: 46 clusters Score -8.101874e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58486 members 
Mstep: Class 2 contains 40727 members 
Mstep: Class 3 contains 11188 members 
Mstep: Class 4 contains 2553 members 
Mstep: Class 5 contains 68037 members 
Mstep: Class 6 contains 37027 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5704 members 
Mstep: Class 9 contains 8461 members 
Mstep: Class 10 contains 9567 members 
Mstep: Class 11 contains 9298 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 10174 members 
Mstep: Class 14 contains 1732 members 
Mstep: Class 15 contains 12022 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24018 members 
Mstep: Class 18 contains 11527 members 
Mstep: Class 19 contains 4400 members 
Mstep: Class 20 contains 35878 members 
Mstep: Class 21 contains 8915 members 
Mstep: Class 22 contains 5351 members 
Mstep: Class 23 contains 22135 members 
Mstep: Class 24 contains 5558 members 
Mstep: Class 25 contains 15811 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 51914 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34976 members 
Mstep: Class 31 contains 21756 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43533 members 
Mstep: Class 34 contains 7006 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9169 members 
Mstep: Class 40 contains 65019 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7144 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018776.000000 Penalty: 89796.125000
Iteration 461Q: 46 clusters Score -8.101878e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58500 members 
Mstep: Class 2 contains 40726 members 
Mstep: Class 3 contains 11187 members 
Mstep: Class 4 contains 2553 members 
Mstep: Class 5 contains 68038 members 
Mstep: Class 6 contains 37026 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5704 members 
Mstep: Class 9 contains 8461 members 
Mstep: Class 10 contains 9567 members 
Mstep: Class 11 contains 9298 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 10174 members 
Mstep: Class 14 contains 1733 members 
Mstep: Class 15 contains 12022 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24017 members 
Mstep: Class 18 contains 11528 members 
Mstep: Class 19 contains 4400 members 
Mstep: Class 20 contains 35877 members 
Mstep: Class 21 contains 8915 members 
Mstep: Class 22 contains 5351 members 
Mstep: Class 23 contains 22136 members 
Mstep: Class 24 contains 5558 members 
Mstep: Class 25 contains 15812 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 51889 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34976 members 
Mstep: Class 31 contains 21756 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43538 members 
Mstep: Class 34 contains 7006 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9171 members 
Mstep: Class 40 contains 65023 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7144 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018736.000000 Penalty: 89796.125000
Iteration 462Q: 46 clusters Score -8.101874e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58510 members 
Mstep: Class 2 contains 40726 members 
Mstep: Class 3 contains 11185 members 
Mstep: Class 4 contains 2553 members 
Mstep: Class 5 contains 68039 members 
Mstep: Class 6 contains 37027 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5703 members 
Mstep: Class 9 contains 8461 members 
Mstep: Class 10 contains 9567 members 
Mstep: Class 11 contains 9298 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 10174 members 
Mstep: Class 14 contains 1733 members 
Mstep: Class 15 contains 12022 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24018 members 
Mstep: Class 18 contains 11528 members 
Mstep: Class 19 contains 4400 members 
Mstep: Class 20 contains 35876 members 
Mstep: Class 21 contains 8915 members 
Mstep: Class 22 contains 5351 members 
Mstep: Class 23 contains 22136 members 
Mstep: Class 24 contains 5558 members 
Mstep: Class 25 contains 15813 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 51865 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34977 members 
Mstep: Class 31 contains 21756 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43542 members 
Mstep: Class 34 contains 7006 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9174 members 
Mstep: Class 40 contains 65029 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7144 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018704.000000 Penalty: 89796.125000
Iteration 463Q: 46 clusters Score -8.10187e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58525 members 
Mstep: Class 2 contains 40725 members 
Mstep: Class 3 contains 11182 members 
Mstep: Class 4 contains 2553 members 
Mstep: Class 5 contains 68039 members 
Mstep: Class 6 contains 37029 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5703 members 
Mstep: Class 9 contains 8461 members 
Mstep: Class 10 contains 9567 members 
Mstep: Class 11 contains 9298 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 10174 members 
Mstep: Class 14 contains 1733 members 
Mstep: Class 15 contains 12022 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24017 members 
Mstep: Class 18 contains 11528 members 
Mstep: Class 19 contains 4399 members 
Mstep: Class 20 contains 35876 members 
Mstep: Class 21 contains 8915 members 
Mstep: Class 22 contains 5351 members 
Mstep: Class 23 contains 22136 members 
Mstep: Class 24 contains 5558 members 
Mstep: Class 25 contains 15813 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 51840 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34978 members 
Mstep: Class 31 contains 21756 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43544 members 
Mstep: Class 34 contains 7006 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9176 members 
Mstep: Class 40 contains 65038 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7144 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018720.000000 Penalty: 89796.125000
Iteration 464Q: 46 clusters Score -8.101872e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58535 members 
Mstep: Class 2 contains 40725 members 
Mstep: Class 3 contains 11181 members 
Mstep: Class 4 contains 2553 members 
Mstep: Class 5 contains 68040 members 
Mstep: Class 6 contains 37028 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5703 members 
Mstep: Class 9 contains 8461 members 
Mstep: Class 10 contains 9567 members 
Mstep: Class 11 contains 9298 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 10174 members 
Mstep: Class 14 contains 1733 members 
Mstep: Class 15 contains 12022 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24017 members 
Mstep: Class 18 contains 11528 members 
Mstep: Class 19 contains 4397 members 
Mstep: Class 20 contains 35875 members 
Mstep: Class 21 contains 8915 members 
Mstep: Class 22 contains 5351 members 
Mstep: Class 23 contains 22136 members 
Mstep: Class 24 contains 5558 members 
Mstep: Class 25 contains 15813 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 51815 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34979 members 
Mstep: Class 31 contains 21756 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43550 members 
Mstep: Class 34 contains 7006 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9178 members 
Mstep: Class 40 contains 65048 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7144 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018688.000000 Penalty: 89796.125000
Iteration 465Q: 46 clusters Score -8.101869e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58540 members 
Mstep: Class 2 contains 40725 members 
Mstep: Class 3 contains 11179 members 
Mstep: Class 4 contains 2553 members 
Mstep: Class 5 contains 68043 members 
Mstep: Class 6 contains 37027 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5703 members 
Mstep: Class 9 contains 8461 members 
Mstep: Class 10 contains 9567 members 
Mstep: Class 11 contains 9298 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 10174 members 
Mstep: Class 14 contains 1734 members 
Mstep: Class 15 contains 12022 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24015 members 
Mstep: Class 18 contains 11528 members 
Mstep: Class 19 contains 4395 members 
Mstep: Class 20 contains 35875 members 
Mstep: Class 21 contains 8915 members 
Mstep: Class 22 contains 5351 members 
Mstep: Class 23 contains 22136 members 
Mstep: Class 24 contains 5558 members 
Mstep: Class 25 contains 15813 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 51796 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34980 members 
Mstep: Class 31 contains 21756 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43560 members 
Mstep: Class 34 contains 7006 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9178 members 
Mstep: Class 40 contains 65054 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7144 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018744.000000 Penalty: 89796.125000
Iteration 466Q: 46 clusters Score -8.101874e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58550 members 
Mstep: Class 2 contains 40724 members 
Mstep: Class 3 contains 11176 members 
Mstep: Class 4 contains 2553 members 
Mstep: Class 5 contains 68046 members 
Mstep: Class 6 contains 37028 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5703 members 
Mstep: Class 9 contains 8461 members 
Mstep: Class 10 contains 9567 members 
Mstep: Class 11 contains 9298 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 10174 members 
Mstep: Class 14 contains 1735 members 
Mstep: Class 15 contains 12021 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24014 members 
Mstep: Class 18 contains 11528 members 
Mstep: Class 19 contains 4395 members 
Mstep: Class 20 contains 35875 members 
Mstep: Class 21 contains 8915 members 
Mstep: Class 22 contains 5351 members 
Mstep: Class 23 contains 22136 members 
Mstep: Class 24 contains 5558 members 
Mstep: Class 25 contains 15813 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 51770 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34981 members 
Mstep: Class 31 contains 21756 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43570 members 
Mstep: Class 34 contains 7006 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9179 members 
Mstep: Class 40 contains 65059 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7144 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018720.000000 Penalty: 89796.125000
Iteration 467Q: 46 clusters Score -8.101872e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58560 members 
Mstep: Class 2 contains 40724 members 
Mstep: Class 3 contains 11175 members 
Mstep: Class 4 contains 2553 members 
Mstep: Class 5 contains 68047 members 
Mstep: Class 6 contains 37028 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5703 members 
Mstep: Class 9 contains 8461 members 
Mstep: Class 10 contains 9567 members 
Mstep: Class 11 contains 9297 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 10174 members 
Mstep: Class 14 contains 1737 members 
Mstep: Class 15 contains 12021 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24013 members 
Mstep: Class 18 contains 11528 members 
Mstep: Class 19 contains 4394 members 
Mstep: Class 20 contains 35875 members 
Mstep: Class 21 contains 8915 members 
Mstep: Class 22 contains 5351 members 
Mstep: Class 23 contains 22136 members 
Mstep: Class 24 contains 5558 members 
Mstep: Class 25 contains 15811 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 51756 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34982 members 
Mstep: Class 31 contains 21756 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43569 members 
Mstep: Class 34 contains 7006 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9182 members 
Mstep: Class 40 contains 65063 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7144 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018688.000000 Penalty: 89796.125000
Iteration 468Q: 46 clusters Score -8.101869e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58562 members 
Mstep: Class 2 contains 40726 members 
Mstep: Class 3 contains 11173 members 
Mstep: Class 4 contains 2553 members 
Mstep: Class 5 contains 68047 members 
Mstep: Class 6 contains 37033 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5703 members 
Mstep: Class 9 contains 8461 members 
Mstep: Class 10 contains 9567 members 
Mstep: Class 11 contains 9296 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 10174 members 
Mstep: Class 14 contains 1737 members 
Mstep: Class 15 contains 12021 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24012 members 
Mstep: Class 18 contains 11528 members 
Mstep: Class 19 contains 4394 members 
Mstep: Class 20 contains 35875 members 
Mstep: Class 21 contains 8915 members 
Mstep: Class 22 contains 5351 members 
Mstep: Class 23 contains 22136 members 
Mstep: Class 24 contains 5558 members 
Mstep: Class 25 contains 15809 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 51752 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34983 members 
Mstep: Class 31 contains 21757 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43562 members 
Mstep: Class 34 contains 7006 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9183 members 
Mstep: Class 40 contains 65068 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7144 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018672.000000 Penalty: 89796.125000
Iteration 469Q: 46 clusters Score -8.101867e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58561 members 
Mstep: Class 2 contains 40728 members 
Mstep: Class 3 contains 11169 members 
Mstep: Class 4 contains 2553 members 
Mstep: Class 5 contains 68047 members 
Mstep: Class 6 contains 37036 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5703 members 
Mstep: Class 9 contains 8460 members 
Mstep: Class 10 contains 9567 members 
Mstep: Class 11 contains 9296 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 10174 members 
Mstep: Class 14 contains 1737 members 
Mstep: Class 15 contains 12021 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24012 members 
Mstep: Class 18 contains 11528 members 
Mstep: Class 19 contains 4392 members 
Mstep: Class 20 contains 35875 members 
Mstep: Class 21 contains 8915 members 
Mstep: Class 22 contains 5351 members 
Mstep: Class 23 contains 22136 members 
Mstep: Class 24 contains 5558 members 
Mstep: Class 25 contains 15809 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 51754 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34984 members 
Mstep: Class 31 contains 21757 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43555 members 
Mstep: Class 34 contains 7006 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9184 members 
Mstep: Class 40 contains 65074 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7144 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018680.000000 Penalty: 89796.125000
Iteration 470Q: 46 clusters Score -8.101868e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58563 members 
Mstep: Class 2 contains 40726 members 
Mstep: Class 3 contains 11163 members 
Mstep: Class 4 contains 2553 members 
Mstep: Class 5 contains 68047 members 
Mstep: Class 6 contains 37037 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5703 members 
Mstep: Class 9 contains 8460 members 
Mstep: Class 10 contains 9567 members 
Mstep: Class 11 contains 9296 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 10174 members 
Mstep: Class 14 contains 1737 members 
Mstep: Class 15 contains 12021 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24012 members 
Mstep: Class 18 contains 11528 members 
Mstep: Class 19 contains 4389 members 
Mstep: Class 20 contains 35875 members 
Mstep: Class 21 contains 8915 members 
Mstep: Class 22 contains 5351 members 
Mstep: Class 23 contains 22136 members 
Mstep: Class 24 contains 5558 members 
Mstep: Class 25 contains 15809 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 51758 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34985 members 
Mstep: Class 31 contains 21757 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43545 members 
Mstep: Class 34 contains 7006 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9185 members 
Mstep: Class 40 contains 65086 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7144 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018744.000000 Penalty: 89796.125000
Iteration 471Q: 46 clusters Score -8.101874e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58565 members 
Mstep: Class 2 contains 40725 members 
Mstep: Class 3 contains 11157 members 
Mstep: Class 4 contains 2553 members 
Mstep: Class 5 contains 68047 members 
Mstep: Class 6 contains 37037 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5703 members 
Mstep: Class 9 contains 8460 members 
Mstep: Class 10 contains 9567 members 
Mstep: Class 11 contains 9296 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 10174 members 
Mstep: Class 14 contains 1737 members 
Mstep: Class 15 contains 12021 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24013 members 
Mstep: Class 18 contains 11528 members 
Mstep: Class 19 contains 4384 members 
Mstep: Class 20 contains 35875 members 
Mstep: Class 21 contains 8915 members 
Mstep: Class 22 contains 5351 members 
Mstep: Class 23 contains 22136 members 
Mstep: Class 24 contains 5558 members 
Mstep: Class 25 contains 15811 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 51763 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34986 members 
Mstep: Class 31 contains 21757 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43527 members 
Mstep: Class 34 contains 7006 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9186 members 
Mstep: Class 40 contains 65104 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7144 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018768.000000 Penalty: 89796.125000
Iteration 472Q: 46 clusters Score -8.101877e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58571 members 
Mstep: Class 2 contains 40726 members 
Mstep: Class 3 contains 11154 members 
Mstep: Class 4 contains 2553 members 
Mstep: Class 5 contains 68048 members 
Mstep: Class 6 contains 37037 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5703 members 
Mstep: Class 9 contains 8460 members 
Mstep: Class 10 contains 9567 members 
Mstep: Class 11 contains 9296 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 10174 members 
Mstep: Class 14 contains 1737 members 
Mstep: Class 15 contains 12021 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24011 members 
Mstep: Class 18 contains 11528 members 
Mstep: Class 19 contains 4380 members 
Mstep: Class 20 contains 35874 members 
Mstep: Class 21 contains 8915 members 
Mstep: Class 22 contains 5351 members 
Mstep: Class 23 contains 22136 members 
Mstep: Class 24 contains 5559 members 
Mstep: Class 25 contains 15811 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 51763 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34986 members 
Mstep: Class 31 contains 21757 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43501 members 
Mstep: Class 34 contains 7006 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9186 members 
Mstep: Class 40 contains 65131 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7144 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018808.000000 Penalty: 89796.125000
Iteration 473Q: 46 clusters Score -8.101881e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58573 members 
Mstep: Class 2 contains 40727 members 
Mstep: Class 3 contains 11154 members 
Mstep: Class 4 contains 2553 members 
Mstep: Class 5 contains 68048 members 
Mstep: Class 6 contains 37034 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5703 members 
Mstep: Class 9 contains 8460 members 
Mstep: Class 10 contains 9567 members 
Mstep: Class 11 contains 9296 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 10174 members 
Mstep: Class 14 contains 1738 members 
Mstep: Class 15 contains 12021 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24011 members 
Mstep: Class 18 contains 11528 members 
Mstep: Class 19 contains 4377 members 
Mstep: Class 20 contains 35874 members 
Mstep: Class 21 contains 8915 members 
Mstep: Class 22 contains 5351 members 
Mstep: Class 23 contains 22136 members 
Mstep: Class 24 contains 5559 members 
Mstep: Class 25 contains 15813 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 51758 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34986 members 
Mstep: Class 31 contains 21757 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43488 members 
Mstep: Class 34 contains 7006 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9187 members 
Mstep: Class 40 contains 65148 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7144 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018776.000000 Penalty: 89796.125000
Iteration 474Q: 46 clusters Score -8.101878e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58579 members 
Mstep: Class 2 contains 40726 members 
Mstep: Class 3 contains 11151 members 
Mstep: Class 4 contains 2553 members 
Mstep: Class 5 contains 68049 members 
Mstep: Class 6 contains 37032 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5704 members 
Mstep: Class 9 contains 8460 members 
Mstep: Class 10 contains 9567 members 
Mstep: Class 11 contains 9296 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 10174 members 
Mstep: Class 14 contains 1738 members 
Mstep: Class 15 contains 12021 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24011 members 
Mstep: Class 18 contains 11528 members 
Mstep: Class 19 contains 4377 members 
Mstep: Class 20 contains 35874 members 
Mstep: Class 21 contains 8915 members 
Mstep: Class 22 contains 5351 members 
Mstep: Class 23 contains 22136 members 
Mstep: Class 24 contains 5559 members 
Mstep: Class 25 contains 15814 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 51749 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34986 members 
Mstep: Class 31 contains 21757 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43474 members 
Mstep: Class 34 contains 7006 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9189 members 
Mstep: Class 40 contains 65166 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7144 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018744.000000 Penalty: 89796.125000
Iteration 475Q: 46 clusters Score -8.101874e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58588 members 
Mstep: Class 2 contains 40725 members 
Mstep: Class 3 contains 11148 members 
Mstep: Class 4 contains 2553 members 
Mstep: Class 5 contains 68049 members 
Mstep: Class 6 contains 37028 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5705 members 
Mstep: Class 9 contains 8460 members 
Mstep: Class 10 contains 9567 members 
Mstep: Class 11 contains 9296 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 10174 members 
Mstep: Class 14 contains 1738 members 
Mstep: Class 15 contains 12021 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24012 members 
Mstep: Class 18 contains 11528 members 
Mstep: Class 19 contains 4375 members 
Mstep: Class 20 contains 35875 members 
Mstep: Class 21 contains 8915 members 
Mstep: Class 22 contains 5351 members 
Mstep: Class 23 contains 22136 members 
Mstep: Class 24 contains 5559 members 
Mstep: Class 25 contains 15813 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 51738 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34986 members 
Mstep: Class 31 contains 21757 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43463 members 
Mstep: Class 34 contains 7006 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9190 members 
Mstep: Class 40 contains 65186 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7144 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018696.000000 Penalty: 89796.125000
Iteration 476Q: 46 clusters Score -8.10187e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58591 members 
Mstep: Class 2 contains 40728 members 
Mstep: Class 3 contains 11146 members 
Mstep: Class 4 contains 2553 members 
Mstep: Class 5 contains 68051 members 
Mstep: Class 6 contains 37021 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5704 members 
Mstep: Class 9 contains 8460 members 
Mstep: Class 10 contains 9567 members 
Mstep: Class 11 contains 9296 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 10174 members 
Mstep: Class 14 contains 1739 members 
Mstep: Class 15 contains 12021 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24011 members 
Mstep: Class 18 contains 11528 members 
Mstep: Class 19 contains 4376 members 
Mstep: Class 20 contains 35875 members 
Mstep: Class 21 contains 8915 members 
Mstep: Class 22 contains 5351 members 
Mstep: Class 23 contains 22136 members 
Mstep: Class 24 contains 5559 members 
Mstep: Class 25 contains 15812 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 51737 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34987 members 
Mstep: Class 31 contains 21757 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43451 members 
Mstep: Class 34 contains 7006 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9188 members 
Mstep: Class 40 contains 65202 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7144 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018672.000000 Penalty: 89796.125000
Iteration 477Q: 46 clusters Score -8.101867e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58589 members 
Mstep: Class 2 contains 40730 members 
Mstep: Class 3 contains 11142 members 
Mstep: Class 4 contains 2553 members 
Mstep: Class 5 contains 68050 members 
Mstep: Class 6 contains 37017 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5703 members 
Mstep: Class 9 contains 8460 members 
Mstep: Class 10 contains 9567 members 
Mstep: Class 11 contains 9296 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 10173 members 
Mstep: Class 14 contains 1739 members 
Mstep: Class 15 contains 12020 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24009 members 
Mstep: Class 18 contains 11529 members 
Mstep: Class 19 contains 4373 members 
Mstep: Class 20 contains 35876 members 
Mstep: Class 21 contains 8915 members 
Mstep: Class 22 contains 5351 members 
Mstep: Class 23 contains 22136 members 
Mstep: Class 24 contains 5559 members 
Mstep: Class 25 contains 15813 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 51737 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34988 members 
Mstep: Class 31 contains 21757 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43449 members 
Mstep: Class 34 contains 7006 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9188 members 
Mstep: Class 40 contains 65217 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7144 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018616.000000 Penalty: 89796.125000
Iteration 478Q: 46 clusters Score -8.101862e+07 nChanged 73
Entering ConstructFrom: 
Score: -81018616.000000 Penalty: 89796.125000
Entering ConstructFrom: 
Trying to split cluster 1 (58585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58585 members 
Entering Unmasked Estep 
Score: -7454798.000000 Penalty: 1633.561279
	Iteration 0F: 2 clusters Score -7454798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29198 members 
Mstep: Class 2 contains 29387 members 
Entering Unmasked Estep 
Score: -7418008.500000 Penalty: 3267.122559
	Iteration 0F: 3 clusters Score -7418008 nChanged 27389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28559 members 
Mstep: Class 2 contains 30026 members 
Entering Unmasked Estep 
Score: -7433624.500000 Penalty: 3267.122559
	Iteration 1F: 3 clusters Score -7433624 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28404 members 
Mstep: Class 2 contains 30181 members 
Entering Unmasked Estep 
Score: -7434340.500000 Penalty: 3267.122559
	Iteration 2Q: 3 clusters Score -7434340 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28259 members 
Mstep: Class 2 contains 30326 members 
Entering Unmasked Estep 
Score: -7435191.000000 Penalty: 3267.122559
	Iteration 3Q: 3 clusters Score -7435191 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28013 members 
Mstep: Class 2 contains 30572 members 
Entering Unmasked Estep 
Score: -7436263.000000 Penalty: 3267.122559
	Iteration 4Q: 3 clusters Score -7436263 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27776 members 
Mstep: Class 2 contains 30809 members 
Entering Unmasked Estep 
Score: -7437625.000000 Penalty: 3267.122559
	Iteration 5Q: 3 clusters Score -7437625 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27555 members 
Mstep: Class 2 contains 31030 members 
Entering Unmasked Estep 
Score: -7439485.500000 Penalty: 3267.122559
	Iteration 6F: 3 clusters Score -7439486 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 31114 members 
Entering Unmasked Estep 
Score: -7441683.000000 Penalty: 3267.122559
	Iteration 7F: 3 clusters Score -7441683 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27545 members 
Mstep: Class 2 contains 31040 members 
Entering Unmasked Estep 
Score: -7444220.500000 Penalty: 3267.122559
	Iteration 8F: 3 clusters Score -7444220 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27857 members 
Mstep: Class 2 contains 30728 members 
Entering Unmasked Estep 
Score: -7446749.500000 Penalty: 3267.122559
	Iteration 9F: 3 clusters Score -7446750 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28447 members 
Mstep: Class 2 contains 30138 members 
Entering Unmasked Estep 
Score: -7448566.000000 Penalty: 3267.122559
	Iteration 10F: 3 clusters Score -7448566 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29093 members 
Mstep: Class 2 contains 29492 members 
Entering Unmasked Estep 
Score: -7449757.500000 Penalty: 3267.122559
	Iteration 11Q: 3 clusters Score -7449758 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29676 members 
Mstep: Class 2 contains 28909 members 
Entering Unmasked Estep 
Score: -7450438.500000 Penalty: 3267.122559
	Iteration 12Q: 3 clusters Score -7450438 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30267 members 
Mstep: Class 2 contains 28318 members 
Entering Unmasked Estep 
Score: -7451004.500000 Penalty: 3267.122559
	Iteration 13Q: 3 clusters Score -7451004 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30832 members 
Mstep: Class 2 contains 27753 members 
Entering Unmasked Estep 
Score: -7451450.000000 Penalty: 3267.122559
	Iteration 14Q: 3 clusters Score -7451450 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31340 members 
Mstep: Class 2 contains 27245 members 
Entering Unmasked Estep 
Score: -7451827.000000 Penalty: 3267.122559
	Iteration 15Q: 3 clusters Score -7451827 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31832 members 
Mstep: Class 2 contains 26753 members 
Entering Unmasked Estep 
Score: -7452140.000000 Penalty: 3267.122559
	Iteration 16Q: 3 clusters Score -7452140 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32195 members 
Mstep: Class 2 contains 26390 members 
Entering Unmasked Estep 
Score: -7452371.000000 Penalty: 3267.122559
	Iteration 17Q: 3 clusters Score -7452371 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32520 members 
Mstep: Class 2 contains 26065 members 
Entering Unmasked Estep 
Score: -7452534.000000 Penalty: 3267.122559
	Iteration 18Q: 3 clusters Score -7452534 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32797 members 
Mstep: Class 2 contains 25788 members 
Entering Unmasked Estep 
Score: -7452644.500000 Penalty: 3267.122559
	Iteration 19Q: 3 clusters Score -7452644 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33014 members 
Mstep: Class 2 contains 25571 members 
Entering Unmasked Estep 
Score: -7452724.000000 Penalty: 3267.122559
	Iteration 20F: 3 clusters Score -7452724 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33228 members 
Mstep: Class 2 contains 25357 members 
Entering Unmasked Estep 
Score: -7452753.000000 Penalty: 3267.122559
	Iteration 21Q: 3 clusters Score -7452753 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33439 members 
Mstep: Class 2 contains 25146 members 
Entering Unmasked Estep 
Score: -7452801.000000 Penalty: 3267.122559
	Iteration 22Q: 3 clusters Score -7452801 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33651 members 
Mstep: Class 2 contains 24934 members 
Entering Unmasked Estep 
Score: -7452851.000000 Penalty: 3267.122559
	Iteration 23Q: 3 clusters Score -7452851 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33864 members 
Mstep: Class 2 contains 24721 members 
Entering Unmasked Estep 
Score: -7452825.000000 Penalty: 3267.122559
	Iteration 24Q: 3 clusters Score -7452825 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34050 members 
Mstep: Class 2 contains 24535 members 
Entering Unmasked Estep 
Score: -7452853.500000 Penalty: 3267.122559
	Iteration 25Q: 3 clusters Score -7452854 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34215 members 
Mstep: Class 2 contains 24370 members 
Entering Unmasked Estep 
Score: -7452851.500000 Penalty: 3267.122559
	Iteration 26Q: 3 clusters Score -7452852 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34385 members 
Mstep: Class 2 contains 24200 members 
Entering Unmasked Estep 
Score: -7452894.500000 Penalty: 3267.122559
	Iteration 27Q: 3 clusters Score -7452894 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34545 members 
Mstep: Class 2 contains 24040 members 
Entering Unmasked Estep 
Score: -7452930.000000 Penalty: 3267.122559
	Iteration 28Q: 3 clusters Score -7452930 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34698 members 
Mstep: Class 2 contains 23887 members 
Entering Unmasked Estep 
Score: -7452927.000000 Penalty: 3267.122559
	Iteration 29Q: 3 clusters Score -7452927 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34844 members 
Mstep: Class 2 contains 23741 members 
Entering Unmasked Estep 
Score: -7452931.500000 Penalty: 3267.122559
	Iteration 30Q: 3 clusters Score -7452932 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34982 members 
Mstep: Class 2 contains 23603 members 
Entering Unmasked Estep 
Score: -7452958.500000 Penalty: 3267.122559
	Iteration 31Q: 3 clusters Score -7452958 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35106 members 
Mstep: Class 2 contains 23479 members 
Entering Unmasked Estep 
Score: -7452964.000000 Penalty: 3267.122559
	Iteration 32Q: 3 clusters Score -7452964 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35252 members 
Mstep: Class 2 contains 23333 members 
Entering Unmasked Estep 
Score: -7452967.000000 Penalty: 3267.122559
	Iteration 33Q: 3 clusters Score -7452967 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35387 members 
Mstep: Class 2 contains 23198 members 
Entering Unmasked Estep 
Score: -7452997.500000 Penalty: 3267.122559
	Iteration 34Q: 3 clusters Score -7452998 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35537 members 
Mstep: Class 2 contains 23048 members 
Entering Unmasked Estep 
Score: -7453008.000000 Penalty: 3267.122559
	Iteration 35Q: 3 clusters Score -7453008 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35675 members 
Mstep: Class 2 contains 22910 members 
Entering Unmasked Estep 
Score: -7453015.000000 Penalty: 3267.122559
	Iteration 36Q: 3 clusters Score -7453015 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35821 members 
Mstep: Class 2 contains 22764 members 
Entering Unmasked Estep 
Score: -7453007.500000 Penalty: 3267.122559
	Iteration 37Q: 3 clusters Score -7453008 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35961 members 
Mstep: Class 2 contains 22624 members 
Entering Unmasked Estep 
Score: -7453007.000000 Penalty: 3267.122559
	Iteration 38Q: 3 clusters Score -7453007 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36099 members 
Mstep: Class 2 contains 22486 members 
Entering Unmasked Estep 
Score: -7453012.000000 Penalty: 3267.122559
	Iteration 39Q: 3 clusters Score -7453012 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36237 members 
Mstep: Class 2 contains 22348 members 
Entering Unmasked Estep 
Score: -7453032.000000 Penalty: 3267.122559
	Iteration 40F: 3 clusters Score -7453032 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36376 members 
Mstep: Class 2 contains 22209 members 
Entering Unmasked Estep 
Score: -7453039.500000 Penalty: 3267.122559
	Iteration 41Q: 3 clusters Score -7453040 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36505 members 
Mstep: Class 2 contains 22080 members 
Entering Unmasked Estep 
Score: -7453050.000000 Penalty: 3267.122559
	Iteration 42Q: 3 clusters Score -7453050 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36645 members 
Mstep: Class 2 contains 21940 members 
Entering Unmasked Estep 
Score: -7453050.000000 Penalty: 3267.122559
	Iteration 43Q: 3 clusters Score -7453050 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36772 members 
Mstep: Class 2 contains 21813 members 
Entering Unmasked Estep 
Score: -7453039.500000 Penalty: 3267.122559
	Iteration 44Q: 3 clusters Score -7453040 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36900 members 
Mstep: Class 2 contains 21685 members 
Entering Unmasked Estep 
Score: -7453053.000000 Penalty: 3267.122559
	Iteration 45Q: 3 clusters Score -7453053 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37027 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
Score: -7453036.500000 Penalty: 3267.122559
	Iteration 46Q: 3 clusters Score -7453036 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37155 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -7453057.500000 Penalty: 3267.122559
	Iteration 47Q: 3 clusters Score -7453058 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37282 members 
Mstep: Class 2 contains 21303 members 
Entering Unmasked Estep 
Score: -7453063.500000 Penalty: 3267.122559
	Iteration 48Q: 3 clusters Score -7453064 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37395 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -7453064.500000 Penalty: 3267.122559
	Iteration 49Q: 3 clusters Score -7453064 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37511 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
Score: -7453055.000000 Penalty: 3267.122559
	Iteration 50Q: 3 clusters Score -7453055 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37614 members 
Mstep: Class 2 contains 20971 members 
Entering Unmasked Estep 
Score: -7453061.500000 Penalty: 3267.122559
	Iteration 51Q: 3 clusters Score -7453062 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37727 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -7453066.500000 Penalty: 3267.122559
	Iteration 52Q: 3 clusters Score -7453066 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37865 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -7453065.500000 Penalty: 3267.122559
	Iteration 53Q: 3 clusters Score -7453066 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37989 members 
Mstep: Class 2 contains 20596 members 
Entering Unmasked Estep 
Score: -7453105.000000 Penalty: 3267.122559
	Iteration 54Q: 3 clusters Score -7453105 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38111 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -7453088.000000 Penalty: 3267.122559
	Iteration 55Q: 3 clusters Score -7453088 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38216 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
Score: -7453072.500000 Penalty: 3267.122559
	Iteration 56Q: 3 clusters Score -7453072 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38324 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -7453080.500000 Penalty: 3267.122559
	Iteration 57Q: 3 clusters Score -7453080 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38414 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7453100 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38513 members 
Mstep: Class 2 contains 20072 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -7453114 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38615 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7453100 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38729 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -7453105.500000 Penalty: 3267.122559
	Iteration 61Q: 3 clusters Score -7453106 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38831 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7453102 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38920 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7453084 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38995 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7453099 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39056 members 
Mstep: Class 2 contains 19529 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7453116 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39122 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -7453118.500000 Penalty: 3267.122559
	Iteration 66Q: 3 clusters Score -7453118 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39197 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7453130 nChanged 80
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Mstep: Class 1 contains 39277 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7453124 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39338 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7453134 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39411 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -7453130 nChanged 79
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Mstep: Class 1 contains 39490 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7453122 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39579 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7453128 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39668 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7453120 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39766 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7453135 nChanged 100
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Mstep: Class 1 contains 39866 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -7453143.000000 Penalty: 3267.122559
	Iteration 75Q: 3 clusters Score -7453143 nChanged 116
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Mstep: Class 1 contains 39982 members 
Mstep: Class 2 contains 18603 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7453147 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40103 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -7453154 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40209 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7453160 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40318 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7453171 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40420 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -7453161 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40521 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7453160 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40617 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7453161 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40709 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -7453166 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40789 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7453174 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40873 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7453158 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40955 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -7453158 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41061 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -7453118 nChanged 119
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41180 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7453132 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41292 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -7453139 nChanged 98
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Mstep: Class 1 contains 41388 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7453150 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41486 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -7453142.500000 Penalty: 3267.122559
	Iteration 91Q: 3 clusters Score -7453142 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41597 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7453139 nChanged 112
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Mstep: Class 1 contains 41709 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7453125 nChanged 122
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Mstep: Class 1 contains 41829 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7453136 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41950 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -7453127 nChanged 123
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42073 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7453148 nChanged 130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42203 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7453150 nChanged 122
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42325 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7453161 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42450 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -7453167 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42566 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -7453145.000000 Penalty: 3267.122559
	Iteration 100F: 3 clusters Score -7453145 nChanged 124
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42690 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -7453140 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42808 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -7453158 nChanged 135
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42943 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -7453142 nChanged 147
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Mstep: Class 1 contains 43090 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -7453151 nChanged 147
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Mstep: Class 1 contains 43235 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -7453154 nChanged 152
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Mstep: Class 1 contains 43385 members 
Mstep: Class 2 contains 15200 members 
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	Iteration 106Q: 3 clusters Score -7453157 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43514 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -7453174 nChanged 114
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Mstep: Class 1 contains 43624 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -7453150 nChanged 117
Entering Unmasked Mstep 
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	Iteration 109Q: 3 clusters Score -7453148 nChanged 132
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Mstep: Class 1 contains 43871 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -7453178 nChanged 126
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43993 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -7453175.000000 Penalty: 3267.122559
	Iteration 111Q: 3 clusters Score -7453175 nChanged 116
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Mstep: Class 1 contains 44109 members 
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Entering Unmasked Estep 
Score: -7453181.500000 Penalty: 3267.122559
	Iteration 112Q: 3 clusters Score -7453182 nChanged 114
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Mstep: Class 1 contains 44223 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -7453164.000000 Penalty: 3267.122559
	Iteration 113Q: 3 clusters Score -7453164 nChanged 122
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Mstep: Class 1 contains 44345 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -7453168 nChanged 124
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Mstep: Class 1 contains 44469 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -7453178 nChanged 119
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Mstep: Class 1 contains 44588 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -7453191.500000 Penalty: 3267.122559
	Iteration 116Q: 3 clusters Score -7453192 nChanged 134
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Mstep: Class 1 contains 44722 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -7453196 nChanged 137
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44859 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -7453184.500000 Penalty: 3267.122559
	Iteration 118Q: 3 clusters Score -7453184 nChanged 144
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45003 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -7453190 nChanged 155
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45158 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -7453198.000000 Penalty: 3267.122559
	Iteration 120F: 3 clusters Score -7453198 nChanged 148
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45306 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -7453217.500000 Penalty: 3267.122559
	Iteration 121Q: 3 clusters Score -7453218 nChanged 142
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45448 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -7453226.000000 Penalty: 3267.122559
	Iteration 122Q: 3 clusters Score -7453226 nChanged 135
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Mstep: Class 1 contains 45583 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -7453234.500000 Penalty: 3267.122559
	Iteration 123Q: 3 clusters Score -7453234 nChanged 161
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Mstep: Class 1 contains 45744 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -7453250 nChanged 148
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Mstep: Class 1 contains 45892 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -7453261 nChanged 156
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Mstep: Class 1 contains 46048 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -7453240.500000 Penalty: 3267.122559
	Iteration 126Q: 3 clusters Score -7453240 nChanged 161
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46209 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -7453258.500000 Penalty: 3267.122559
	Iteration 127Q: 3 clusters Score -7453258 nChanged 157
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46366 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -7453255.000000 Penalty: 3267.122559
	Iteration 128Q: 3 clusters Score -7453255 nChanged 146
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Mstep: Class 1 contains 46512 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -7453288.500000 Penalty: 3267.122559
	Iteration 129Q: 3 clusters Score -7453288 nChanged 149
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Mstep: Class 1 contains 46661 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -7453300 nChanged 118
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Mstep: Class 1 contains 46779 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -7453306.500000 Penalty: 3267.122559
	Iteration 131Q: 3 clusters Score -7453306 nChanged 113
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Mstep: Class 1 contains 46892 members 
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -7453288 nChanged 102
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -7453284 nChanged 94
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -7453301 nChanged 86
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Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -7453317 nChanged 97
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -7453312 nChanged 102
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -7453323 nChanged 117
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	Iteration 138Q: 3 clusters Score -7453351 nChanged 121
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -7453338 nChanged 134
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Mstep: Class 2 contains 10840 members 
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	Iteration 140F: 3 clusters Score -7453344 nChanged 130
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Mstep: Class 1 contains 47875 members 
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -7453340 nChanged 122
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -7453341 nChanged 112
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Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -7453336 nChanged 116
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Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -7453340 nChanged 119
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -7453344 nChanged 109
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Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -7453350 nChanged 114
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Mstep: Class 1 contains 48567 members 
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -7453368 nChanged 122
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Mstep: Class 1 contains 48685 members 
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Entering Unmasked Estep 
Score: -7453347.500000 Penalty: 3267.122559
	Iteration 148Q: 3 clusters Score -7453348 nChanged 117
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Mstep: Class 1 contains 48802 members 
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Entering Unmasked Estep 
Score: -7453386.500000 Penalty: 3267.122559
	Iteration 149Q: 3 clusters Score -7453386 nChanged 110
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Mstep: Class 1 contains 48910 members 
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Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -7453375 nChanged 91
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49001 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -7453382.500000 Penalty: 3267.122559
	Iteration 151Q: 3 clusters Score -7453382 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49083 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -7453369.500000 Penalty: 3267.122559
	Iteration 152Q: 3 clusters Score -7453370 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49183 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -7453353.500000 Penalty: 3267.122559
	Iteration 153Q: 3 clusters Score -7453354 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49264 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -7453364.000000 Penalty: 3267.122559
	Iteration 154Q: 3 clusters Score -7453364 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49351 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -7453353.500000 Penalty: 3267.122559
	Iteration 155Q: 3 clusters Score -7453354 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49444 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -7453364.500000 Penalty: 3267.122559
	Iteration 156Q: 3 clusters Score -7453364 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49553 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -7453388.000000 Penalty: 3267.122559
	Iteration 157Q: 3 clusters Score -7453388 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49647 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -7453378.500000 Penalty: 3267.122559
	Iteration 158Q: 3 clusters Score -7453378 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49740 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -7453368 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49845 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -7453369 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49945 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -7453379 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50051 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -7453384.500000 Penalty: 3267.122559
	Iteration 162Q: 3 clusters Score -7453384 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50160 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -7453399.000000 Penalty: 3267.122559
	Iteration 163Q: 3 clusters Score -7453399 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50265 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -7453398 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50360 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -7453404 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50435 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -7453392.000000 Penalty: 3267.122559
	Iteration 166Q: 3 clusters Score -7453392 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50515 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -7453400.500000 Penalty: 3267.122559
	Iteration 167Q: 3 clusters Score -7453400 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50596 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -7453386.500000 Penalty: 3267.122559
	Iteration 168Q: 3 clusters Score -7453386 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50684 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -7453418.500000 Penalty: 3267.122559
	Iteration 169Q: 3 clusters Score -7453418 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50778 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -7453425.000000 Penalty: 3267.122559
	Iteration 170Q: 3 clusters Score -7453425 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50879 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -7453422.500000 Penalty: 3267.122559
	Iteration 171Q: 3 clusters Score -7453422 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50963 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -7453398 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51038 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -7453405.000000 Penalty: 3267.122559
	Iteration 173Q: 3 clusters Score -7453405 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51101 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -7453414.000000 Penalty: 3267.122559
	Iteration 174Q: 3 clusters Score -7453414 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51162 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -7453415.500000 Penalty: 3267.122559
	Iteration 175Q: 3 clusters Score -7453416 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51227 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -7453425 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51285 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -7453447.000000 Penalty: 3267.122559
	Iteration 177Q: 3 clusters Score -7453447 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51340 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -7453445.000000 Penalty: 3267.122559
	Iteration 178Q: 3 clusters Score -7453445 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51395 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -7453429.500000 Penalty: 3267.122559
	Iteration 179Q: 3 clusters Score -7453430 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51447 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -7453425.500000 Penalty: 3267.122559
	Iteration 180F: 3 clusters Score -7453426 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51501 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -7453419.000000 Penalty: 3267.122559
	Iteration 181Q: 3 clusters Score -7453419 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51553 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -7453416.500000 Penalty: 3267.122559
	Iteration 182Q: 3 clusters Score -7453416 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51617 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -7453418 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51672 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -7453426 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51732 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -7453438.000000 Penalty: 3267.122559
	Iteration 185Q: 3 clusters Score -7453438 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51798 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -7453432.000000 Penalty: 3267.122559
	Iteration 186Q: 3 clusters Score -7453432 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51863 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -7453418 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51922 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -7453427.000000 Penalty: 3267.122559
	Iteration 188Q: 3 clusters Score -7453427 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51966 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -7453432 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52012 members 
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Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -7453430 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52055 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -7453435.000000 Penalty: 3267.122559
	Iteration 191Q: 3 clusters Score -7453435 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52102 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -7453423.500000 Penalty: 3267.122559
	Iteration 192Q: 3 clusters Score -7453424 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52159 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -7453433.000000 Penalty: 3267.122559
	Iteration 193Q: 3 clusters Score -7453433 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52211 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -7453438.500000 Penalty: 3267.122559
	Iteration 194Q: 3 clusters Score -7453438 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52245 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -7453443.000000 Penalty: 3267.122559
	Iteration 195Q: 3 clusters Score -7453443 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52280 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -7453445.000000 Penalty: 3267.122559
	Iteration 196Q: 3 clusters Score -7453445 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52319 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -7453456.500000 Penalty: 3267.122559
	Iteration 197Q: 3 clusters Score -7453456 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52357 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -7453454.500000 Penalty: 3267.122559
	Iteration 198Q: 3 clusters Score -7453454 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52401 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -7453457.500000 Penalty: 3267.122559
	Iteration 199Q: 3 clusters Score -7453458 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52456 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -7453473.000000 Penalty: 3267.122559
	Iteration 200F: 3 clusters Score -7453473 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52525 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -7453483.000000 Penalty: 3267.122559
	Iteration 201Q: 3 clusters Score -7453483 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52584 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -7453486 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52640 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -7453499.500000 Penalty: 3267.122559
	Iteration 203Q: 3 clusters Score -7453500 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52703 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -7453494.000000 Penalty: 3267.122559
	Iteration 204Q: 3 clusters Score -7453494 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52776 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -7453502.000000 Penalty: 3267.122559
	Iteration 205Q: 3 clusters Score -7453502 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52843 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -7453511.000000 Penalty: 3267.122559
	Iteration 206Q: 3 clusters Score -7453511 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52910 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -7453516.000000 Penalty: 3267.122559
	Iteration 207Q: 3 clusters Score -7453516 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52989 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -7453521.000000 Penalty: 3267.122559
	Iteration 208Q: 3 clusters Score -7453521 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53062 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -7453532.500000 Penalty: 3267.122559
	Iteration 209Q: 3 clusters Score -7453532 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53130 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -7453533.000000 Penalty: 3267.122559
	Iteration 210Q: 3 clusters Score -7453533 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53197 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -7453532 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53276 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -7453554.000000 Penalty: 3267.122559
	Iteration 212Q: 3 clusters Score -7453554 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53362 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -7453559.000000 Penalty: 3267.122559
	Iteration 213Q: 3 clusters Score -7453559 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53443 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -7453581.500000 Penalty: 3267.122559
	Iteration 214Q: 3 clusters Score -7453582 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53508 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -7453580.500000 Penalty: 3267.122559
	Iteration 215Q: 3 clusters Score -7453580 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53582 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -7453596.000000 Penalty: 3267.122559
	Iteration 216Q: 3 clusters Score -7453596 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53660 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -7453581 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53735 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -7453582 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53793 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -7453603.000000 Penalty: 3267.122559
	Iteration 219Q: 3 clusters Score -7453603 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53857 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -7453603.000000 Penalty: 3267.122559
	Iteration 220F: 3 clusters Score -7453603 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53930 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -7453603 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53993 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -7453583.500000 Penalty: 3267.122559
	Iteration 222Q: 3 clusters Score -7453584 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54070 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -7453592.500000 Penalty: 3267.122559
	Iteration 223Q: 3 clusters Score -7453592 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54133 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -7453607.500000 Penalty: 3267.122559
	Iteration 224Q: 3 clusters Score -7453608 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54193 members 
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Entering Unmasked Estep 
Score: -7453604.500000 Penalty: 3267.122559
	Iteration 225Q: 3 clusters Score -7453604 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54260 members 
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Entering Unmasked Estep 
Score: -7453599.500000 Penalty: 3267.122559
	Iteration 226Q: 3 clusters Score -7453600 nChanged 70
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Mstep: Class 1 contains 54330 members 
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Entering Unmasked Estep 
Score: -7453620.000000 Penalty: 3267.122559
	Iteration 227Q: 3 clusters Score -7453620 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54386 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -7453632.000000 Penalty: 3267.122559
	Iteration 228Q: 3 clusters Score -7453632 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54434 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -7453614.000000 Penalty: 3267.122559
	Iteration 229Q: 3 clusters Score -7453614 nChanged 56
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Entering Unmasked Estep 
Score: -7453641.500000 Penalty: 3267.122559
	Iteration 230Q: 3 clusters Score -7453642 nChanged 65
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Mstep: Class 1 contains 54555 members 
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Entering Unmasked Estep 
Score: -7453639.500000 Penalty: 3267.122559
	Iteration 231Q: 3 clusters Score -7453640 nChanged 52
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Mstep: Class 1 contains 54607 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -7453642.500000 Penalty: 3267.122559
	Iteration 232Q: 3 clusters Score -7453642 nChanged 46
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Mstep: Class 1 contains 54651 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -7453654 nChanged 41
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Mstep: Class 1 contains 54692 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -7453657.500000 Penalty: 3267.122559
	Iteration 234Q: 3 clusters Score -7453658 nChanged 39
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54729 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -7453662.000000 Penalty: 3267.122559
	Iteration 235Q: 3 clusters Score -7453662 nChanged 35
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Mstep: Class 1 contains 54762 members 
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Entering Unmasked Estep 
Score: -7453678.500000 Penalty: 3267.122559
	Iteration 236Q: 3 clusters Score -7453678 nChanged 29
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Mstep: Class 1 contains 54789 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -7453668.000000 Penalty: 3267.122559
	Iteration 237Q: 3 clusters Score -7453668 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54811 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
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	Iteration 238Q: 3 clusters Score -7453656 nChanged 21
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Mstep: Class 1 contains 54830 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -7453655.000000 Penalty: 3267.122559
	Iteration 239Q: 3 clusters Score -7453655 nChanged 16
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Mstep: Class 1 contains 54846 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -7453650.500000 Penalty: 3267.122559
	Iteration 240F: 3 clusters Score -7453650 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54865 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
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	Iteration 241Q: 3 clusters Score -7453669 nChanged 26
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Mstep: Class 1 contains 54891 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
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	Iteration 242Q: 3 clusters Score -7453662 nChanged 25
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54916 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -7453663.000000 Penalty: 3267.122559
	Iteration 243Q: 3 clusters Score -7453663 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -7453653.000000 Penalty: 3267.122559
	Iteration 244Q: 3 clusters Score -7453653 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54976 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -7453671.000000 Penalty: 3267.122559
	Iteration 245Q: 3 clusters Score -7453671 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55006 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -7453664.000000 Penalty: 3267.122559
	Iteration 246Q: 3 clusters Score -7453664 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55034 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -7453671.000000 Penalty: 3267.122559
	Iteration 247Q: 3 clusters Score -7453671 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55058 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -7453661.000000 Penalty: 3267.122559
	Iteration 248Q: 3 clusters Score -7453661 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55080 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -7453651.500000 Penalty: 3267.122559
	Iteration 249Q: 3 clusters Score -7453652 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55094 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -7453651.500000 Penalty: 3267.122559
	Iteration 250Q: 3 clusters Score -7453652 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55106 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -7453654.000000 Penalty: 3267.122559
	Iteration 251Q: 3 clusters Score -7453654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55117 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -7453662.000000 Penalty: 3267.122559
	Iteration 252Q: 3 clusters Score -7453662 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55133 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -7453649.000000 Penalty: 3267.122559
	Iteration 253Q: 3 clusters Score -7453649 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55147 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -7453643.000000 Penalty: 3267.122559
	Iteration 254Q: 3 clusters Score -7453643 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55158 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -7453648.000000 Penalty: 3267.122559
	Iteration 255Q: 3 clusters Score -7453648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55170 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -7453651.500000 Penalty: 3267.122559
	Iteration 256Q: 3 clusters Score -7453652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55180 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -7453654.000000 Penalty: 3267.122559
	Iteration 257Q: 3 clusters Score -7453654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55189 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -7453650.000000 Penalty: 3267.122559
	Iteration 258Q: 3 clusters Score -7453650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55193 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -7453642.500000 Penalty: 3267.122559
	Iteration 259Q: 3 clusters Score -7453642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55199 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -7453648.000000 Penalty: 3267.122559
	Iteration 260F: 3 clusters Score -7453648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55202 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -7453648.000000 Penalty: 3267.122559
	Iteration 261Q: 3 clusters Score -7453648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55208 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -7453652.000000 Penalty: 3267.122559
	Iteration 262Q: 3 clusters Score -7453652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55211 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -7453660.500000 Penalty: 3267.122559
	Iteration 263Q: 3 clusters Score -7453660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55217 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -7453663.000000 Penalty: 3267.122559
	Iteration 264Q: 3 clusters Score -7453663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55224 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -7453659.500000 Penalty: 3267.122559
	Iteration 265Q: 3 clusters Score -7453660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55229 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -7453664.000000 Penalty: 3267.122559
	Iteration 266Q: 3 clusters Score -7453664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55231 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -7453660.000000 Penalty: 3267.122559
	Iteration 267Q: 3 clusters Score -7453660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55233 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -7453661.000000 Penalty: 3267.122559
	Iteration 268Q: 3 clusters Score -7453661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55236 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -7453660.000000 Penalty: 3267.122559
	Iteration 269Q: 3 clusters Score -7453660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55243 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -7453669.500000 Penalty: 3267.122559
	Iteration 270Q: 3 clusters Score -7453670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55254 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -7453676.500000 Penalty: 3267.122559
	Iteration 271Q: 3 clusters Score -7453676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55262 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -7453680.000000 Penalty: 3267.122559
	Iteration 272Q: 3 clusters Score -7453680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55273 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -7453685.500000 Penalty: 3267.122559
	Iteration 273Q: 3 clusters Score -7453686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55278 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -7453680.500000 Penalty: 3267.122559
	Iteration 274Q: 3 clusters Score -7453680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55281 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -7453679.000000 Penalty: 3267.122559
	Iteration 275Q: 3 clusters Score -7453679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55282 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -7453687.000000 Penalty: 3267.122559
	Iteration 276Q: 3 clusters Score -7453687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55284 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -7453677.500000 Penalty: 3267.122559
	Iteration 277Q: 3 clusters Score -7453678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55286 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -7453679.000000 Penalty: 3267.122559
	Iteration 278Q: 3 clusters Score -7453679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55290 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -7453681.500000 Penalty: 3267.122559
	Iteration 279Q: 3 clusters Score -7453682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55300 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -7453676.000000 Penalty: 3267.122559
	Iteration 280F: 3 clusters Score -7453676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55306 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -7453682.000000 Penalty: 3267.122559
	Iteration 281Q: 3 clusters Score -7453682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55313 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -7453681.000000 Penalty: 3267.122559
	Iteration 282Q: 3 clusters Score -7453681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55318 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -7453677.000000 Penalty: 3267.122559
	Iteration 283Q: 3 clusters Score -7453677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55323 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -7453680.500000 Penalty: 3267.122559
	Iteration 284Q: 3 clusters Score -7453680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55332 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -7453690.000000 Penalty: 3267.122559
	Iteration 285Q: 3 clusters Score -7453690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55342 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -7453689.500000 Penalty: 3267.122559
	Iteration 286Q: 3 clusters Score -7453690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55351 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -7453693.500000 Penalty: 3267.122559
	Iteration 287Q: 3 clusters Score -7453694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55356 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -7453695.000000 Penalty: 3267.122559
	Iteration 288Q: 3 clusters Score -7453695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55362 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -7453695.500000 Penalty: 3267.122559
	Iteration 289Q: 3 clusters Score -7453696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55369 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -7453690.000000 Penalty: 3267.122559
	Iteration 290Q: 3 clusters Score -7453690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55374 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -7453690.000000 Penalty: 3267.122559
	Iteration 291Q: 3 clusters Score -7453690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55383 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -7453689.500000 Penalty: 3267.122559
	Iteration 292Q: 3 clusters Score -7453690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55394 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -7453691.000000 Penalty: 3267.122559
	Iteration 293Q: 3 clusters Score -7453691 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55404 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -7453698.500000 Penalty: 3267.122559
	Iteration 294Q: 3 clusters Score -7453698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55415 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -7453693.500000 Penalty: 3267.122559
	Iteration 295Q: 3 clusters Score -7453694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55420 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -7453705.000000 Penalty: 3267.122559
	Iteration 296Q: 3 clusters Score -7453705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55425 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -7453707.500000 Penalty: 3267.122559
	Iteration 297Q: 3 clusters Score -7453708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55432 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -7453697.500000 Penalty: 3267.122559
	Iteration 298Q: 3 clusters Score -7453698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55439 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -7453687.500000 Penalty: 3267.122559
	Iteration 299Q: 3 clusters Score -7453688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55445 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -7453688.000000 Penalty: 3267.122559
	Iteration 300F: 3 clusters Score -7453688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55448 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -7453683.500000 Penalty: 3267.122559
	Iteration 301Q: 3 clusters Score -7453684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55451 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -7453683.500000 Penalty: 3267.122559
	Iteration 302Q: 3 clusters Score -7453684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55453 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -7453682.500000 Penalty: 3267.122559
	Iteration 303Q: 3 clusters Score -7453682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55453 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -7453682.500000 Penalty: 3267.122559
	Iteration 304F: 3 clusters Score -7453682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (40731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40731 members 
Entering Unmasked Estep 
Score: -5005112.000000 Penalty: 1579.474121
	Iteration 0F: 2 clusters Score -5005112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 20316 members 
Entering Unmasked Estep 
Score: -4978859.000000 Penalty: 3158.948242
	Iteration 0F: 3 clusters Score -4978859 nChanged 18589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21458 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -4989460.000000 Penalty: 3158.948242
	Iteration 1F: 3 clusters Score -4989460 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -4990390.000000 Penalty: 3158.948242
	Iteration 2F: 3 clusters Score -4990390 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23198 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -4991558.000000 Penalty: 3158.948242
	Iteration 3F: 3 clusters Score -4991558 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24384 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -4993006.500000 Penalty: 3158.948242
	Iteration 4F: 3 clusters Score -4993006 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25726 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -4994558.000000 Penalty: 3158.948242
	Iteration 5F: 3 clusters Score -4994558 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27100 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -4996086.500000 Penalty: 3158.948242
	Iteration 6F: 3 clusters Score -4996086 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28494 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -4997599.500000 Penalty: 3158.948242
	Iteration 7F: 3 clusters Score -4997600 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29706 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -4998857.000000 Penalty: 3158.948242
	Iteration 8Q: 3 clusters Score -4998857 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30636 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -4999924.500000 Penalty: 3158.948242
	Iteration 9Q: 3 clusters Score -4999924 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31350 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -5000674.000000 Penalty: 3158.948242
	Iteration 10Q: 3 clusters Score -5000674 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31886 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -5001156.500000 Penalty: 3158.948242
	Iteration 11Q: 3 clusters Score -5001156 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32331 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -5001442.000000 Penalty: 3158.948242
	Iteration 12Q: 3 clusters Score -5001442 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32722 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -5001632.000000 Penalty: 3158.948242
	Iteration 13Q: 3 clusters Score -5001632 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33096 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -5001775.000000 Penalty: 3158.948242
	Iteration 14Q: 3 clusters Score -5001775 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33444 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -5001904.000000 Penalty: 3158.948242
	Iteration 15Q: 3 clusters Score -5001904 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33820 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -5002020.500000 Penalty: 3158.948242
	Iteration 16Q: 3 clusters Score -5002020 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34186 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -5002127.500000 Penalty: 3158.948242
	Iteration 17Q: 3 clusters Score -5002128 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34536 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -5002237.000000 Penalty: 3158.948242
	Iteration 18Q: 3 clusters Score -5002237 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34878 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -5002367.000000 Penalty: 3158.948242
	Iteration 19Q: 3 clusters Score -5002367 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35206 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -5002481.500000 Penalty: 3158.948242
	Iteration 20F: 3 clusters Score -5002482 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35496 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -5002545.500000 Penalty: 3158.948242
	Iteration 21Q: 3 clusters Score -5002546 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35770 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -5002636.000000 Penalty: 3158.948242
	Iteration 22Q: 3 clusters Score -5002636 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36063 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -5002733.500000 Penalty: 3158.948242
	Iteration 23Q: 3 clusters Score -5002734 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36353 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -5002840.500000 Penalty: 3158.948242
	Iteration 24Q: 3 clusters Score -5002840 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36626 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -5002916.500000 Penalty: 3158.948242
	Iteration 25Q: 3 clusters Score -5002916 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36867 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -5003013.500000 Penalty: 3158.948242
	Iteration 26Q: 3 clusters Score -5003014 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37073 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -5003077.000000 Penalty: 3158.948242
	Iteration 27Q: 3 clusters Score -5003077 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37281 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -5003145.000000 Penalty: 3158.948242
	Iteration 28Q: 3 clusters Score -5003145 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37468 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -5003217.500000 Penalty: 3158.948242
	Iteration 29Q: 3 clusters Score -5003218 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37657 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -5003315.500000 Penalty: 3158.948242
	Iteration 30Q: 3 clusters Score -5003316 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37833 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -5003360.500000 Penalty: 3158.948242
	Iteration 31Q: 3 clusters Score -5003360 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38009 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -5003411.500000 Penalty: 3158.948242
	Iteration 32Q: 3 clusters Score -5003412 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38180 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -5003494.000000 Penalty: 3158.948242
	Iteration 33Q: 3 clusters Score -5003494 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38337 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -5003549.000000 Penalty: 3158.948242
	Iteration 34Q: 3 clusters Score -5003549 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38482 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -5003626.000000 Penalty: 3158.948242
	Iteration 35Q: 3 clusters Score -5003626 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38595 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -5003664.000000 Penalty: 3158.948242
	Iteration 36Q: 3 clusters Score -5003664 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38701 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -5003714.500000 Penalty: 3158.948242
	Iteration 37Q: 3 clusters Score -5003714 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38796 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -5003734.500000 Penalty: 3158.948242
	Iteration 38Q: 3 clusters Score -5003734 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38882 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -5003771.500000 Penalty: 3158.948242
	Iteration 39Q: 3 clusters Score -5003772 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38947 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -5003804.500000 Penalty: 3158.948242
	Iteration 40F: 3 clusters Score -5003804 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39011 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -5003833.000000 Penalty: 3158.948242
	Iteration 41Q: 3 clusters Score -5003833 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39059 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -5003856.000000 Penalty: 3158.948242
	Iteration 42Q: 3 clusters Score -5003856 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39107 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -5003869.000000 Penalty: 3158.948242
	Iteration 43Q: 3 clusters Score -5003869 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39154 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -5003902.000000 Penalty: 3158.948242
	Iteration 44Q: 3 clusters Score -5003902 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39211 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -5003933.500000 Penalty: 3158.948242
	Iteration 45Q: 3 clusters Score -5003934 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39253 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -5003928.000000 Penalty: 3158.948242
	Iteration 46Q: 3 clusters Score -5003928 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39279 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -5003932.500000 Penalty: 3158.948242
	Iteration 47Q: 3 clusters Score -5003932 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39303 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -5003946.000000 Penalty: 3158.948242
	Iteration 48Q: 3 clusters Score -5003946 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39327 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -5003958.500000 Penalty: 3158.948242
	Iteration 49Q: 3 clusters Score -5003958 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39343 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -5003970.500000 Penalty: 3158.948242
	Iteration 50Q: 3 clusters Score -5003970 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39361 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -5003980.000000 Penalty: 3158.948242
	Iteration 51Q: 3 clusters Score -5003980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39375 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -5003987.500000 Penalty: 3158.948242
	Iteration 52Q: 3 clusters Score -5003988 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39392 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -5003987.500000 Penalty: 3158.948242
	Iteration 53Q: 3 clusters Score -5003988 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39405 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -5003986.500000 Penalty: 3158.948242
	Iteration 54Q: 3 clusters Score -5003986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39414 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -5003986.000000 Penalty: 3158.948242
	Iteration 55Q: 3 clusters Score -5003986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39423 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -5003986.000000 Penalty: 3158.948242
	Iteration 56Q: 3 clusters Score -5003986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39434 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -5003988.500000 Penalty: 3158.948242
	Iteration 57Q: 3 clusters Score -5003988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39445 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -5003994.000000 Penalty: 3158.948242
	Iteration 58Q: 3 clusters Score -5003994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39458 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -5003985.000000 Penalty: 3158.948242
	Iteration 59Q: 3 clusters Score -5003985 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39469 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -5003993.000000 Penalty: 3158.948242
	Iteration 60F: 3 clusters Score -5003993 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39479 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -5004005.500000 Penalty: 3158.948242
	Iteration 61Q: 3 clusters Score -5004006 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39496 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -5004017.000000 Penalty: 3158.948242
	Iteration 62Q: 3 clusters Score -5004017 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39509 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -5004028.000000 Penalty: 3158.948242
	Iteration 63Q: 3 clusters Score -5004028 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39524 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -5004045.000000 Penalty: 3158.948242
	Iteration 64Q: 3 clusters Score -5004045 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39542 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -5004070.500000 Penalty: 3158.948242
	Iteration 65Q: 3 clusters Score -5004070 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39564 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -5004082.500000 Penalty: 3158.948242
	Iteration 66Q: 3 clusters Score -5004082 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39587 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -5004096.000000 Penalty: 3158.948242
	Iteration 67Q: 3 clusters Score -5004096 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39598 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -5004105.000000 Penalty: 3158.948242
	Iteration 68Q: 3 clusters Score -5004105 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39603 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -5004105.000000 Penalty: 3158.948242
	Iteration 69Q: 3 clusters Score -5004105 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39608 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -5004105.500000 Penalty: 3158.948242
	Iteration 70Q: 3 clusters Score -5004106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39614 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -5004103.500000 Penalty: 3158.948242
	Iteration 71Q: 3 clusters Score -5004104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39621 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -5004108.500000 Penalty: 3158.948242
	Iteration 72Q: 3 clusters Score -5004108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39627 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -5004110.000000 Penalty: 3158.948242
	Iteration 73Q: 3 clusters Score -5004110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39633 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -5004106.000000 Penalty: 3158.948242
	Iteration 74Q: 3 clusters Score -5004106 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39642 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -5004123.500000 Penalty: 3158.948242
	Iteration 75Q: 3 clusters Score -5004124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39650 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -5004120.000000 Penalty: 3158.948242
	Iteration 76Q: 3 clusters Score -5004120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39660 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -5004121.000000 Penalty: 3158.948242
	Iteration 77Q: 3 clusters Score -5004121 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39666 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -5004130.500000 Penalty: 3158.948242
	Iteration 78Q: 3 clusters Score -5004130 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39674 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -5004133.000000 Penalty: 3158.948242
	Iteration 79Q: 3 clusters Score -5004133 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39681 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -5004142.000000 Penalty: 3158.948242
	Iteration 80F: 3 clusters Score -5004142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39685 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -5004148.500000 Penalty: 3158.948242
	Iteration 81Q: 3 clusters Score -5004148 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39695 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -5004162.000000 Penalty: 3158.948242
	Iteration 82Q: 3 clusters Score -5004162 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39704 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -5004164.000000 Penalty: 3158.948242
	Iteration 83Q: 3 clusters Score -5004164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39713 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -5004160.000000 Penalty: 3158.948242
	Iteration 84Q: 3 clusters Score -5004160 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39722 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -5004173.500000 Penalty: 3158.948242
	Iteration 85Q: 3 clusters Score -5004174 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39736 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -5004181.000000 Penalty: 3158.948242
	Iteration 86Q: 3 clusters Score -5004181 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39743 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -5004182.000000 Penalty: 3158.948242
	Iteration 87Q: 3 clusters Score -5004182 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39747 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -5004185.000000 Penalty: 3158.948242
	Iteration 88Q: 3 clusters Score -5004185 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39752 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -5004195.500000 Penalty: 3158.948242
	Iteration 89Q: 3 clusters Score -5004196 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39764 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -5004207.500000 Penalty: 3158.948242
	Iteration 90Q: 3 clusters Score -5004208 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39767 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -5004210.500000 Penalty: 3158.948242
	Iteration 91Q: 3 clusters Score -5004210 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39772 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -5004205.500000 Penalty: 3158.948242
	Iteration 92Q: 3 clusters Score -5004206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39778 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -5004222.500000 Penalty: 3158.948242
	Iteration 93Q: 3 clusters Score -5004222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39781 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -5004231.500000 Penalty: 3158.948242
	Iteration 94Q: 3 clusters Score -5004232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39782 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -5004228.500000 Penalty: 3158.948242
	Iteration 95Q: 3 clusters Score -5004228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39784 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -5004230.500000 Penalty: 3158.948242
	Iteration 96Q: 3 clusters Score -5004230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39784 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -5004230.500000 Penalty: 3158.948242
	Iteration 97F: 3 clusters Score -5004230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Entering Unmasked Estep 
Score: -1404139.750000 Penalty: 1386.549316
	Iteration 0F: 2 clusters Score -1404140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1396685.125000 Penalty: 2773.098633
	Iteration 0F: 3 clusters Score -1396685 nChanged 4602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1399136.250000 Penalty: 2773.098633
	Iteration 1F: 3 clusters Score -1399136 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1399488.375000 Penalty: 2773.098633
	Iteration 2F: 3 clusters Score -1399488 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1399817.750000 Penalty: 2773.098633
	Iteration 3F: 3 clusters Score -1399818 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1400144.125000 Penalty: 2773.098633
	Iteration 4F: 3 clusters Score -1400144 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1400464.625000 Penalty: 2773.098633
	Iteration 5F: 3 clusters Score -1400465 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1400801.375000 Penalty: 2773.098633
	Iteration 6F: 3 clusters Score -1400801 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1401204.375000 Penalty: 2773.098633
	Iteration 7F: 3 clusters Score -1401204 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1401702.625000 Penalty: 2773.098633
	Iteration 8F: 3 clusters Score -1401703 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1402245.750000 Penalty: 2773.098633
	Iteration 9F: 3 clusters Score -1402246 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1402732.375000 Penalty: 2773.098633
	Iteration 10Q: 3 clusters Score -1402732 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1403122.250000 Penalty: 2773.098633
	Iteration 11Q: 3 clusters Score -1403122 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1403306.875000 Penalty: 2773.098633
	Iteration 12Q: 3 clusters Score -1403307 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1403381.875000 Penalty: 2773.098633
	Iteration 13Q: 3 clusters Score -1403382 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1403415.500000 Penalty: 2773.098633
	Iteration 14Q: 3 clusters Score -1403416 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1403430.625000 Penalty: 2773.098633
	Iteration 15Q: 3 clusters Score -1403431 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1403451.625000 Penalty: 2773.098633
	Iteration 16Q: 3 clusters Score -1403452 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1403459.000000 Penalty: 2773.098633
	Iteration 17Q: 3 clusters Score -1403459 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1403465.750000 Penalty: 2773.098633
	Iteration 18Q: 3 clusters Score -1403466 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1403471.750000 Penalty: 2773.098633
	Iteration 19Q: 3 clusters Score -1403472 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1403474.750000 Penalty: 2773.098633
	Iteration 20F: 3 clusters Score -1403475 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1403478.500000 Penalty: 2773.098633
	Iteration 21Q: 3 clusters Score -1403478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1403484.500000 Penalty: 2773.098633
	Iteration 22Q: 3 clusters Score -1403484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1403485.250000 Penalty: 2773.098633
	Iteration 23Q: 3 clusters Score -1403485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1403485.250000 Penalty: 2773.098633
	Iteration 24Q: 3 clusters Score -1403485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1403485.250000 Penalty: 2773.098633
	Iteration 25Q: 3 clusters Score -1403485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1403487.125000 Penalty: 2773.098633
	Iteration 26Q: 3 clusters Score -1403487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1403487.125000 Penalty: 2773.098633
	Iteration 27F: 3 clusters Score -1403487 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Entering Unmasked Estep 
Score: -276441.812500 Penalty: 1167.339722
	Iteration 0F: 2 clusters Score -276441.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -274220.468750 Penalty: 2334.679443
	Iteration 0F: 3 clusters Score -274220.5 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -274862.031250 Penalty: 2334.679443
	Iteration 1F: 3 clusters Score -274862 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -275076.125000 Penalty: 2334.679443
	Iteration 2F: 3 clusters Score -275076.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -275239.312500 Penalty: 2334.679443
	Iteration 3F: 3 clusters Score -275239.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -275346.156250 Penalty: 2334.679443
	Iteration 4Q: 3 clusters Score -275346.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -275419.000000 Penalty: 2334.679443
	Iteration 5Q: 3 clusters Score -275419 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -275476.718750 Penalty: 2334.679443
	Iteration 6Q: 3 clusters Score -275476.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -275537.062500 Penalty: 2334.679443
	Iteration 7Q: 3 clusters Score -275537.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -275602.593750 Penalty: 2334.679443
	Iteration 8Q: 3 clusters Score -275602.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -275663.625000 Penalty: 2334.679443
	Iteration 9Q: 3 clusters Score -275663.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -275714.218750 Penalty: 2334.679443
	Iteration 10Q: 3 clusters Score -275714.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -275752.656250 Penalty: 2334.679443
	Iteration 11Q: 3 clusters Score -275752.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -275780.906250 Penalty: 2334.679443
	Iteration 12Q: 3 clusters Score -275780.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -275804.468750 Penalty: 2334.679443
	Iteration 13Q: 3 clusters Score -275804.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -275819.218750 Penalty: 2334.679443
	Iteration 14Q: 3 clusters Score -275819.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -275829.281250 Penalty: 2334.679443
	Iteration 15Q: 3 clusters Score -275829.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -275839.250000 Penalty: 2334.679443
	Iteration 16Q: 3 clusters Score -275839.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -275847.500000 Penalty: 2334.679443
	Iteration 17Q: 3 clusters Score -275847.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -275851.875000 Penalty: 2334.679443
	Iteration 18Q: 3 clusters Score -275851.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -275855.625000 Penalty: 2334.679443
	Iteration 19Q: 3 clusters Score -275855.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -275859.312500 Penalty: 2334.679443
	Iteration 20F: 3 clusters Score -275859.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -275864.093750 Penalty: 2334.679443
	Iteration 21Q: 3 clusters Score -275864.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -275867.968750 Penalty: 2334.679443
	Iteration 22Q: 3 clusters Score -275868 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -275873.093750 Penalty: 2334.679443
	Iteration 23Q: 3 clusters Score -275873.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -275874.687500 Penalty: 2334.679443
	Iteration 24Q: 3 clusters Score -275874.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -275875.468750 Penalty: 2334.679443
	Iteration 25Q: 3 clusters Score -275875.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -275878.375000 Penalty: 2334.679443
	Iteration 26Q: 3 clusters Score -275878.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -275880.718750 Penalty: 2334.679443
	Iteration 27Q: 3 clusters Score -275880.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -275882.500000 Penalty: 2334.679443
	Iteration 28Q: 3 clusters Score -275882.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -275884.000000 Penalty: 2334.679443
	Iteration 29Q: 3 clusters Score -275884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -275886.031250 Penalty: 2334.679443
	Iteration 30Q: 3 clusters Score -275886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -275887.093750 Penalty: 2334.679443
	Iteration 31Q: 3 clusters Score -275887.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -275887.750000 Penalty: 2334.679443
	Iteration 32Q: 3 clusters Score -275887.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -275887.750000 Penalty: 2334.679443
	Iteration 33F: 3 clusters Score -275887.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (68051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68051 members 
Entering Unmasked Estep 
Score: -8474543.000000 Penalty: 1655.848267
	Iteration 0F: 2 clusters Score -8474543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33948 members 
Mstep: Class 2 contains 34103 members 
Entering Unmasked Estep 
Score: -8432411.000000 Penalty: 3311.696533
	Iteration 0F: 3 clusters Score -8432411 nChanged 31706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32756 members 
Mstep: Class 2 contains 35295 members 
Entering Unmasked Estep 
Score: -8450396.000000 Penalty: 3311.696533
	Iteration 1F: 3 clusters Score -8450396 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31877 members 
Mstep: Class 2 contains 36174 members 
Entering Unmasked Estep 
Score: -8450959.000000 Penalty: 3311.696533
	Iteration 2Q: 3 clusters Score -8450959 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30744 members 
Mstep: Class 2 contains 37307 members 
Entering Unmasked Estep 
Score: -8451578.000000 Penalty: 3311.696533
	Iteration 3Q: 3 clusters Score -8451578 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29206 members 
Mstep: Class 2 contains 38845 members 
Entering Unmasked Estep 
Score: -8452236.000000 Penalty: 3311.696533
	Iteration 4Q: 3 clusters Score -8452236 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27029 members 
Mstep: Class 2 contains 41022 members 
Entering Unmasked Estep 
Score: -8453106.000000 Penalty: 3311.696533
	Iteration 5Q: 3 clusters Score -8453106 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24093 members 
Mstep: Class 2 contains 43958 members 
Entering Unmasked Estep 
Score: -8454343.000000 Penalty: 3311.696533
	Iteration 6Q: 3 clusters Score -8454343 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 47799 members 
Entering Unmasked Estep 
Score: -8456330.000000 Penalty: 3311.696533
	Iteration 7F: 3 clusters Score -8456330 nChanged 4613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 52340 members 
Entering Unmasked Estep 
Score: -8459324.000000 Penalty: 3311.696533
	Iteration 8F: 3 clusters Score -8459324 nChanged 4881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 57189 members 
Entering Unmasked Estep 
Score: -8463008.000000 Penalty: 3311.696533
	Iteration 9F: 3 clusters Score -8463008 nChanged 4399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 61572 members 
Entering Unmasked Estep 
Score: -8466880.000000 Penalty: 3311.696533
	Iteration 10F: 3 clusters Score -8466880 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 64641 members 
Entering Unmasked Estep 
Score: -8469943.000000 Penalty: 3311.696533
	Iteration 11Q: 3 clusters Score -8469943 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 66364 members 
Entering Unmasked Estep 
Score: -8471619.000000 Penalty: 3311.696533
	Iteration 12Q: 3 clusters Score -8471619 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 67095 members 
Entering Unmasked Estep 
Score: -8472414.000000 Penalty: 3311.696533
	Iteration 13Q: 3 clusters Score -8472414 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 67397 members 
Entering Unmasked Estep 
Score: -8472765.000000 Penalty: 3311.696533
	Iteration 14Q: 3 clusters Score -8472765 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 67529 members 
Entering Unmasked Estep 
Score: -8472968.000000 Penalty: 3311.696533
	Iteration 15Q: 3 clusters Score -8472968 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 67587 members 
Entering Unmasked Estep 
Score: -8473084.000000 Penalty: 3311.696533
	Iteration 16Q: 3 clusters Score -8473084 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 67618 members 
Entering Unmasked Estep 
Score: -8473146.000000 Penalty: 3311.696533
	Iteration 17Q: 3 clusters Score -8473146 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 67636 members 
Entering Unmasked Estep 
Score: -8473193.000000 Penalty: 3311.696533
	Iteration 18Q: 3 clusters Score -8473193 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 67645 members 
Entering Unmasked Estep 
Score: -8473220.000000 Penalty: 3311.696533
	Iteration 19Q: 3 clusters Score -8473220 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 67648 members 
Entering Unmasked Estep 
Score: -8473227.000000 Penalty: 3311.696533
	Iteration 20F: 3 clusters Score -8473227 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 67654 members 
Entering Unmasked Estep 
Score: -8473243.000000 Penalty: 3311.696533
	Iteration 21Q: 3 clusters Score -8473243 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 67657 members 
Entering Unmasked Estep 
Score: -8473259.000000 Penalty: 3311.696533
	Iteration 22Q: 3 clusters Score -8473259 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 67660 members 
Entering Unmasked Estep 
Score: -8473262.000000 Penalty: 3311.696533
	Iteration 23Q: 3 clusters Score -8473262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 67664 members 
Entering Unmasked Estep 
Score: -8473269.000000 Penalty: 3311.696533
	Iteration 24Q: 3 clusters Score -8473269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 67667 members 
Entering Unmasked Estep 
Score: -8473278.000000 Penalty: 3311.696533
	Iteration 25Q: 3 clusters Score -8473278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 67670 members 
Entering Unmasked Estep 
Score: -8473285.000000 Penalty: 3311.696533
	Iteration 26Q: 3 clusters Score -8473285 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 67673 members 
Entering Unmasked Estep 
Score: -8473297.000000 Penalty: 3311.696533
	Iteration 27Q: 3 clusters Score -8473297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 67674 members 
Entering Unmasked Estep 
Score: -8473297.000000 Penalty: 3311.696533
	Iteration 28Q: 3 clusters Score -8473297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 67676 members 
Entering Unmasked Estep 
Score: -8473310.000000 Penalty: 3311.696533
	Iteration 29Q: 3 clusters Score -8473310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 67675 members 
Entering Unmasked Estep 
Score: -8473311.000000 Penalty: 3311.696533
	Iteration 30Q: 3 clusters Score -8473311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 67675 members 
Entering Unmasked Estep 
Score: -8473306.000000 Penalty: 3311.696533
	Iteration 31Q: 3 clusters Score -8473306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 67674 members 
Entering Unmasked Estep 
Score: -8473303.000000 Penalty: 3311.696533
	Iteration 32Q: 3 clusters Score -8473303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 67676 members 
Entering Unmasked Estep 
Score: -8473303.000000 Penalty: 3311.696533
	Iteration 33Q: 3 clusters Score -8473303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 67680 members 
Entering Unmasked Estep 
Score: -8473316.000000 Penalty: 3311.696533
	Iteration 34Q: 3 clusters Score -8473316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 67680 members 
Entering Unmasked Estep 
Score: -8473322.000000 Penalty: 3311.696533
	Iteration 35Q: 3 clusters Score -8473322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 67683 members 
Entering Unmasked Estep 
Score: -8473316.000000 Penalty: 3311.696533
	Iteration 36Q: 3 clusters Score -8473316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 67683 members 
Entering Unmasked Estep 
Score: -8473316.000000 Penalty: 3311.696533
	Iteration 37F: 3 clusters Score -8473316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (37013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37013 members 
Entering Unmasked Estep 
Score: -4513327.500000 Penalty: 1565.230957
	Iteration 0F: 2 clusters Score -4513328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -4489143.500000 Penalty: 3130.461914
	Iteration 0F: 3 clusters Score -4489144 nChanged 16861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -4498758.000000 Penalty: 3130.461914
	Iteration 1F: 3 clusters Score -4498758 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -4499491.000000 Penalty: 3130.461914
	Iteration 2F: 3 clusters Score -4499491 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -4500299.500000 Penalty: 3130.461914
	Iteration 3F: 3 clusters Score -4500300 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -4501245.000000 Penalty: 3130.461914
	Iteration 4F: 3 clusters Score -4501245 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 23264 members 
Entering Unmasked Estep 
Score: -4502491.500000 Penalty: 3130.461914
	Iteration 5F: 3 clusters Score -4502492 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 24740 members 
Entering Unmasked Estep 
Score: -4504105.000000 Penalty: 3130.461914
	Iteration 6F: 3 clusters Score -4504105 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 26266 members 
Entering Unmasked Estep 
Score: -4505888.000000 Penalty: 3130.461914
	Iteration 7F: 3 clusters Score -4505888 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 27553 members 
Entering Unmasked Estep 
Score: -4507460.500000 Penalty: 3130.461914
	Iteration 8F: 3 clusters Score -4507460 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 28493 members 
Entering Unmasked Estep 
Score: -4508607.500000 Penalty: 3130.461914
	Iteration 9Q: 3 clusters Score -4508608 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 29173 members 
Entering Unmasked Estep 
Score: -4509320.500000 Penalty: 3130.461914
	Iteration 10Q: 3 clusters Score -4509320 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 29744 members 
Entering Unmasked Estep 
Score: -4509784.500000 Penalty: 3130.461914
	Iteration 11Q: 3 clusters Score -4509784 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 30214 members 
Entering Unmasked Estep 
Score: -4510055.000000 Penalty: 3130.461914
	Iteration 12Q: 3 clusters Score -4510055 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 30629 members 
Entering Unmasked Estep 
Score: -4510332.500000 Penalty: 3130.461914
	Iteration 13Q: 3 clusters Score -4510332 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 31019 members 
Entering Unmasked Estep 
Score: -4510547.000000 Penalty: 3130.461914
	Iteration 14Q: 3 clusters Score -4510547 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 31387 members 
Entering Unmasked Estep 
Score: -4510742.000000 Penalty: 3130.461914
	Iteration 15Q: 3 clusters Score -4510742 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 31716 members 
Entering Unmasked Estep 
Score: -4510927.500000 Penalty: 3130.461914
	Iteration 16Q: 3 clusters Score -4510928 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 32045 members 
Entering Unmasked Estep 
Score: -4511068.000000 Penalty: 3130.461914
	Iteration 17Q: 3 clusters Score -4511068 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 32328 members 
Entering Unmasked Estep 
Score: -4511222.500000 Penalty: 3130.461914
	Iteration 18Q: 3 clusters Score -4511222 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 32616 members 
Entering Unmasked Estep 
Score: -4511355.000000 Penalty: 3130.461914
	Iteration 19Q: 3 clusters Score -4511355 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 32880 members 
Entering Unmasked Estep 
Score: -4511505.000000 Penalty: 3130.461914
	Iteration 20F: 3 clusters Score -4511505 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 33149 members 
Entering Unmasked Estep 
Score: -4511652.000000 Penalty: 3130.461914
	Iteration 21Q: 3 clusters Score -4511652 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 33383 members 
Entering Unmasked Estep 
Score: -4511772.500000 Penalty: 3130.461914
	Iteration 22Q: 3 clusters Score -4511772 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 33596 members 
Entering Unmasked Estep 
Score: -4511882.500000 Penalty: 3130.461914
	Iteration 23Q: 3 clusters Score -4511882 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 33786 members 
Entering Unmasked Estep 
Score: -4511945.000000 Penalty: 3130.461914
	Iteration 24Q: 3 clusters Score -4511945 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 33938 members 
Entering Unmasked Estep 
Score: -4512041.500000 Penalty: 3130.461914
	Iteration 25Q: 3 clusters Score -4512042 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 34062 members 
Entering Unmasked Estep 
Score: -4512100.500000 Penalty: 3130.461914
	Iteration 26Q: 3 clusters Score -4512100 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 34197 members 
Entering Unmasked Estep 
Score: -4512150.500000 Penalty: 3130.461914
	Iteration 27Q: 3 clusters Score -4512150 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 34307 members 
Entering Unmasked Estep 
Score: -4512193.500000 Penalty: 3130.461914
	Iteration 28Q: 3 clusters Score -4512194 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 34389 members 
Entering Unmasked Estep 
Score: -4512237.000000 Penalty: 3130.461914
	Iteration 29Q: 3 clusters Score -4512237 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 34470 members 
Entering Unmasked Estep 
Score: -4512274.000000 Penalty: 3130.461914
	Iteration 30Q: 3 clusters Score -4512274 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 34539 members 
Entering Unmasked Estep 
Score: -4512287.000000 Penalty: 3130.461914
	Iteration 31Q: 3 clusters Score -4512287 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 34595 members 
Entering Unmasked Estep 
Score: -4512297.500000 Penalty: 3130.461914
	Iteration 32Q: 3 clusters Score -4512298 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 34637 members 
Entering Unmasked Estep 
Score: -4512319.500000 Penalty: 3130.461914
	Iteration 33Q: 3 clusters Score -4512320 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 34674 members 
Entering Unmasked Estep 
Score: -4512325.000000 Penalty: 3130.461914
	Iteration 34Q: 3 clusters Score -4512325 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 34712 members 
Entering Unmasked Estep 
Score: -4512338.000000 Penalty: 3130.461914
	Iteration 35Q: 3 clusters Score -4512338 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 34744 members 
Entering Unmasked Estep 
Score: -4512345.000000 Penalty: 3130.461914
	Iteration 36Q: 3 clusters Score -4512345 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 34776 members 
Entering Unmasked Estep 
Score: -4512354.000000 Penalty: 3130.461914
	Iteration 37Q: 3 clusters Score -4512354 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 34803 members 
Entering Unmasked Estep 
Score: -4512363.000000 Penalty: 3130.461914
	Iteration 38Q: 3 clusters Score -4512363 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 34834 members 
Entering Unmasked Estep 
Score: -4512359.500000 Penalty: 3130.461914
	Iteration 39Q: 3 clusters Score -4512360 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 34859 members 
Entering Unmasked Estep 
Score: -4512372.000000 Penalty: 3130.461914
	Iteration 40F: 3 clusters Score -4512372 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 34888 members 
Entering Unmasked Estep 
Score: -4512378.000000 Penalty: 3130.461914
	Iteration 41Q: 3 clusters Score -4512378 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 34914 members 
Entering Unmasked Estep 
Score: -4512376.000000 Penalty: 3130.461914
	Iteration 42Q: 3 clusters Score -4512376 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 34935 members 
Entering Unmasked Estep 
Score: -4512397.500000 Penalty: 3130.461914
	Iteration 43Q: 3 clusters Score -4512398 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 34958 members 
Entering Unmasked Estep 
Score: -4512410.500000 Penalty: 3130.461914
	Iteration 44Q: 3 clusters Score -4512410 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 34975 members 
Entering Unmasked Estep 
Score: -4512416.500000 Penalty: 3130.461914
	Iteration 45Q: 3 clusters Score -4512416 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 34990 members 
Entering Unmasked Estep 
Score: -4512417.500000 Penalty: 3130.461914
	Iteration 46Q: 3 clusters Score -4512418 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 35007 members 
Entering Unmasked Estep 
Score: -4512419.000000 Penalty: 3130.461914
	Iteration 47Q: 3 clusters Score -4512419 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 35024 members 
Entering Unmasked Estep 
Score: -4512419.500000 Penalty: 3130.461914
	Iteration 48Q: 3 clusters Score -4512420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 35034 members 
Entering Unmasked Estep 
Score: -4512431.500000 Penalty: 3130.461914
	Iteration 49Q: 3 clusters Score -4512432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 35041 members 
Entering Unmasked Estep 
Score: -4512428.000000 Penalty: 3130.461914
	Iteration 50Q: 3 clusters Score -4512428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 35044 members 
Entering Unmasked Estep 
Score: -4512430.500000 Penalty: 3130.461914
	Iteration 51Q: 3 clusters Score -4512430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 35049 members 
Entering Unmasked Estep 
Score: -4512427.000000 Penalty: 3130.461914
	Iteration 52Q: 3 clusters Score -4512427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 35055 members 
Entering Unmasked Estep 
Score: -4512427.500000 Penalty: 3130.461914
	Iteration 53Q: 3 clusters Score -4512428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 35058 members 
Entering Unmasked Estep 
Score: -4512427.500000 Penalty: 3130.461914
	Iteration 54Q: 3 clusters Score -4512428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 35060 members 
Entering Unmasked Estep 
Score: -4512425.000000 Penalty: 3130.461914
	Iteration 55Q: 3 clusters Score -4512425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 35061 members 
Entering Unmasked Estep 
Score: -4512429.500000 Penalty: 3130.461914
	Iteration 56Q: 3 clusters Score -4512430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 35061 members 
Entering Unmasked Estep 
Score: -4512429.500000 Penalty: 3130.461914
	Iteration 57F: 3 clusters Score -4512430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Entering Unmasked Estep 
Score: -884942.562500 Penalty: 1316.701050
	Iteration 0F: 2 clusters Score -884942.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -880107.062500 Penalty: 2633.402100
	Iteration 0F: 3 clusters Score -880107.1 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -881551.562500 Penalty: 2633.402100
	Iteration 1F: 3 clusters Score -881551.6 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -881804.875000 Penalty: 2633.402100
	Iteration 2F: 3 clusters Score -881804.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -881969.125000 Penalty: 2633.402100
	Iteration 3Q: 3 clusters Score -881969.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -882100.437500 Penalty: 2633.402100
	Iteration 4Q: 3 clusters Score -882100.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -882217.000000 Penalty: 2633.402100
	Iteration 5Q: 3 clusters Score -882217 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -882317.437500 Penalty: 2633.402100
	Iteration 6Q: 3 clusters Score -882317.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -882402.437500 Penalty: 2633.402100
	Iteration 7Q: 3 clusters Score -882402.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -882494.625000 Penalty: 2633.402100
	Iteration 8Q: 3 clusters Score -882494.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -882592.750000 Penalty: 2633.402100
	Iteration 9Q: 3 clusters Score -882592.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -882679.812500 Penalty: 2633.402100
	Iteration 10Q: 3 clusters Score -882679.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -882757.375000 Penalty: 2633.402100
	Iteration 11Q: 3 clusters Score -882757.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -882827.937500 Penalty: 2633.402100
	Iteration 12Q: 3 clusters Score -882827.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -882893.625000 Penalty: 2633.402100
	Iteration 13Q: 3 clusters Score -882893.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -882953.500000 Penalty: 2633.402100
	Iteration 14Q: 3 clusters Score -882953.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -883009.625000 Penalty: 2633.402100
	Iteration 15Q: 3 clusters Score -883009.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -883086.437500 Penalty: 2633.402100
	Iteration 16Q: 3 clusters Score -883086.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -883163.625000 Penalty: 2633.402100
	Iteration 17Q: 3 clusters Score -883163.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -883222.687500 Penalty: 2633.402100
	Iteration 18Q: 3 clusters Score -883222.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -883288.437500 Penalty: 2633.402100
	Iteration 19Q: 3 clusters Score -883288.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -883344.812500 Penalty: 2633.402100
	Iteration 20F: 3 clusters Score -883344.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -883395.750000 Penalty: 2633.402100
	Iteration 21Q: 3 clusters Score -883395.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -883445.500000 Penalty: 2633.402100
	Iteration 22Q: 3 clusters Score -883445.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -883489.125000 Penalty: 2633.402100
	Iteration 23Q: 3 clusters Score -883489.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -883530.625000 Penalty: 2633.402100
	Iteration 24Q: 3 clusters Score -883530.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -883567.937500 Penalty: 2633.402100
	Iteration 25Q: 3 clusters Score -883567.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -883601.625000 Penalty: 2633.402100
	Iteration 26Q: 3 clusters Score -883601.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -883629.937500 Penalty: 2633.402100
	Iteration 27Q: 3 clusters Score -883629.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -883667.437500 Penalty: 2633.402100
	Iteration 28Q: 3 clusters Score -883667.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -883699.250000 Penalty: 2633.402100
	Iteration 29Q: 3 clusters Score -883699.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -883724.875000 Penalty: 2633.402100
	Iteration 30Q: 3 clusters Score -883724.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -883739.312500 Penalty: 2633.402100
	Iteration 31Q: 3 clusters Score -883739.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -883756.500000 Penalty: 2633.402100
	Iteration 32Q: 3 clusters Score -883756.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -883762.625000 Penalty: 2633.402100
	Iteration 33Q: 3 clusters Score -883762.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -883772.750000 Penalty: 2633.402100
	Iteration 34Q: 3 clusters Score -883772.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -883779.187500 Penalty: 2633.402100
	Iteration 35Q: 3 clusters Score -883779.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -883791.187500 Penalty: 2633.402100
	Iteration 36Q: 3 clusters Score -883791.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -883800.812500 Penalty: 2633.402100
	Iteration 37Q: 3 clusters Score -883800.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -883813.812500 Penalty: 2633.402100
	Iteration 38Q: 3 clusters Score -883813.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -883824.812500 Penalty: 2633.402100
	Iteration 39Q: 3 clusters Score -883824.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -883831.750000 Penalty: 2633.402100
	Iteration 40F: 3 clusters Score -883831.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -883840.437500 Penalty: 2633.402100
	Iteration 41Q: 3 clusters Score -883840.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -883845.000000 Penalty: 2633.402100
	Iteration 42Q: 3 clusters Score -883845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -883848.812500 Penalty: 2633.402100
	Iteration 43Q: 3 clusters Score -883848.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -883852.375000 Penalty: 2633.402100
	Iteration 44Q: 3 clusters Score -883852.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -883857.375000 Penalty: 2633.402100
	Iteration 45Q: 3 clusters Score -883857.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -883865.625000 Penalty: 2633.402100
	Iteration 46Q: 3 clusters Score -883865.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -883867.000000 Penalty: 2633.402100
	Iteration 47Q: 3 clusters Score -883867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -883867.187500 Penalty: 2633.402100
	Iteration 48Q: 3 clusters Score -883867.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -883868.812500 Penalty: 2633.402100
	Iteration 49Q: 3 clusters Score -883868.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -883872.062500 Penalty: 2633.402100
	Iteration 50Q: 3 clusters Score -883872.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -883876.312500 Penalty: 2633.402100
	Iteration 51Q: 3 clusters Score -883876.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -883877.937500 Penalty: 2633.402100
	Iteration 52Q: 3 clusters Score -883877.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -883877.937500 Penalty: 2633.402100
	Iteration 53F: 3 clusters Score -883877.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Entering Unmasked Estep 
Score: -684237.562500 Penalty: 1286.933594
	Iteration 0F: 2 clusters Score -684237.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -680140.312500 Penalty: 2573.867188
	Iteration 0F: 3 clusters Score -680140.3 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -681341.187500 Penalty: 2573.867188
	Iteration 1F: 3 clusters Score -681341.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -681564.312500 Penalty: 2573.867188
	Iteration 2F: 3 clusters Score -681564.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -681714.312500 Penalty: 2573.867188
	Iteration 3F: 3 clusters Score -681714.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -681824.062500 Penalty: 2573.867188
	Iteration 4Q: 3 clusters Score -681824.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -681912.500000 Penalty: 2573.867188
	Iteration 5Q: 3 clusters Score -681912.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -681982.437500 Penalty: 2573.867188
	Iteration 6Q: 3 clusters Score -681982.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -682043.000000 Penalty: 2573.867188
	Iteration 7Q: 3 clusters Score -682043 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -682094.125000 Penalty: 2573.867188
	Iteration 8Q: 3 clusters Score -682094.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -682142.375000 Penalty: 2573.867188
	Iteration 9Q: 3 clusters Score -682142.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -682193.437500 Penalty: 2573.867188
	Iteration 10Q: 3 clusters Score -682193.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -682251.875000 Penalty: 2573.867188
	Iteration 11Q: 3 clusters Score -682251.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -682311.875000 Penalty: 2573.867188
	Iteration 12Q: 3 clusters Score -682311.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -682363.687500 Penalty: 2573.867188
	Iteration 13Q: 3 clusters Score -682363.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -682417.562500 Penalty: 2573.867188
	Iteration 14Q: 3 clusters Score -682417.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -682484.875000 Penalty: 2573.867188
	Iteration 15Q: 3 clusters Score -682484.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -682537.625000 Penalty: 2573.867188
	Iteration 16Q: 3 clusters Score -682537.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -682594.812500 Penalty: 2573.867188
	Iteration 17Q: 3 clusters Score -682594.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -682642.687500 Penalty: 2573.867188
	Iteration 18Q: 3 clusters Score -682642.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -682685.937500 Penalty: 2573.867188
	Iteration 19Q: 3 clusters Score -682685.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -682716.562500 Penalty: 2573.867188
	Iteration 20F: 3 clusters Score -682716.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -682740.750000 Penalty: 2573.867188
	Iteration 21Q: 3 clusters Score -682740.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -682759.062500 Penalty: 2573.867188
	Iteration 22Q: 3 clusters Score -682759.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -682777.250000 Penalty: 2573.867188
	Iteration 23Q: 3 clusters Score -682777.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -682793.812500 Penalty: 2573.867188
	Iteration 24Q: 3 clusters Score -682793.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -682804.937500 Penalty: 2573.867188
	Iteration 25Q: 3 clusters Score -682804.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -682815.687500 Penalty: 2573.867188
	Iteration 26Q: 3 clusters Score -682815.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -682830.250000 Penalty: 2573.867188
	Iteration 27Q: 3 clusters Score -682830.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -682844.187500 Penalty: 2573.867188
	Iteration 28Q: 3 clusters Score -682844.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -682856.500000 Penalty: 2573.867188
	Iteration 29Q: 3 clusters Score -682856.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -682866.500000 Penalty: 2573.867188
	Iteration 30Q: 3 clusters Score -682866.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -682879.625000 Penalty: 2573.867188
	Iteration 31Q: 3 clusters Score -682879.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -682891.250000 Penalty: 2573.867188
	Iteration 32Q: 3 clusters Score -682891.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -682902.125000 Penalty: 2573.867188
	Iteration 33Q: 3 clusters Score -682902.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -682909.625000 Penalty: 2573.867188
	Iteration 34Q: 3 clusters Score -682909.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -682912.125000 Penalty: 2573.867188
	Iteration 35Q: 3 clusters Score -682912.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -682916.812500 Penalty: 2573.867188
	Iteration 36Q: 3 clusters Score -682916.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -682922.312500 Penalty: 2573.867188
	Iteration 37Q: 3 clusters Score -682922.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -682923.812500 Penalty: 2573.867188
	Iteration 38Q: 3 clusters Score -682923.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -682923.812500 Penalty: 2573.867188
	Iteration 39Q: 3 clusters Score -682923.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -682926.562500 Penalty: 2573.867188
	Iteration 40F: 3 clusters Score -682926.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -682928.812500 Penalty: 2573.867188
	Iteration 41Q: 3 clusters Score -682928.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -682932.375000 Penalty: 2573.867188
	Iteration 42Q: 3 clusters Score -682932.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -682939.000000 Penalty: 2573.867188
	Iteration 43Q: 3 clusters Score -682939 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -682944.375000 Penalty: 2573.867188
	Iteration 44Q: 3 clusters Score -682944.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -682951.062500 Penalty: 2573.867188
	Iteration 45Q: 3 clusters Score -682951.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -682957.750000 Penalty: 2573.867188
	Iteration 46Q: 3 clusters Score -682957.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -682965.187500 Penalty: 2573.867188
	Iteration 47Q: 3 clusters Score -682965.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -682972.812500 Penalty: 2573.867188
	Iteration 48Q: 3 clusters Score -682972.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -682978.187500 Penalty: 2573.867188
	Iteration 49Q: 3 clusters Score -682978.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -682983.187500 Penalty: 2573.867188
	Iteration 50Q: 3 clusters Score -682983.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -682986.500000 Penalty: 2573.867188
	Iteration 51Q: 3 clusters Score -682986.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -682989.125000 Penalty: 2573.867188
	Iteration 52Q: 3 clusters Score -682989.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -682992.687500 Penalty: 2573.867188
	Iteration 53Q: 3 clusters Score -682992.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -682995.875000 Penalty: 2573.867188
	Iteration 54Q: 3 clusters Score -682995.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -682995.750000 Penalty: 2573.867188
	Iteration 55Q: 3 clusters Score -682995.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -682996.375000 Penalty: 2573.867188
	Iteration 56Q: 3 clusters Score -682996.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -682999.125000 Penalty: 2573.867188
	Iteration 57Q: 3 clusters Score -682999.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -682999.437500 Penalty: 2573.867188
	Iteration 58Q: 3 clusters Score -682999.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -683002.312500 Penalty: 2573.867188
	Iteration 59Q: 3 clusters Score -683002.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -683001.562500 Penalty: 2573.867188
	Iteration 60F: 3 clusters Score -683001.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -683002.250000 Penalty: 2573.867188
	Iteration 61Q: 3 clusters Score -683002.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -683003.937500 Penalty: 2573.867188
	Iteration 62Q: 3 clusters Score -683003.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -683005.062500 Penalty: 2573.867188
	Iteration 63Q: 3 clusters Score -683005.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -683005.187500 Penalty: 2573.867188
	Iteration 64Q: 3 clusters Score -683005.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -683004.750000 Penalty: 2573.867188
	Iteration 65Q: 3 clusters Score -683004.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -683004.125000 Penalty: 2573.867188
	Iteration 66Q: 3 clusters Score -683004.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -683004.125000 Penalty: 2573.867188
	Iteration 67F: 3 clusters Score -683004.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Entering Unmasked Estep 
Score: -1018150.000000 Penalty: 1345.613892
	Iteration 0F: 2 clusters Score -1018150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1012304.687500 Penalty: 2691.227783
	Iteration 0F: 3 clusters Score -1012305 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1014094.375000 Penalty: 2691.227783
	Iteration 1F: 3 clusters Score -1014094 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1014352.125000 Penalty: 2691.227783
	Iteration 2F: 3 clusters Score -1014352 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1014532.875000 Penalty: 2691.227783
	Iteration 3F: 3 clusters Score -1014533 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1014662.625000 Penalty: 2691.227783
	Iteration 4Q: 3 clusters Score -1014663 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1014783.437500 Penalty: 2691.227783
	Iteration 5Q: 3 clusters Score -1014783 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1014912.562500 Penalty: 2691.227783
	Iteration 6Q: 3 clusters Score -1014913 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1015051.812500 Penalty: 2691.227783
	Iteration 7Q: 3 clusters Score -1015052 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1015215.187500 Penalty: 2691.227783
	Iteration 8Q: 3 clusters Score -1015215 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1015431.812500 Penalty: 2691.227783
	Iteration 9Q: 3 clusters Score -1015432 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1015686.687500 Penalty: 2691.227783
	Iteration 10Q: 3 clusters Score -1015687 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1015952.937500 Penalty: 2691.227783
	Iteration 11Q: 3 clusters Score -1015953 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1016224.312500 Penalty: 2691.227783
	Iteration 12Q: 3 clusters Score -1016224 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1016528.000000 Penalty: 2691.227783
	Iteration 13Q: 3 clusters Score -1016528 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1016830.187500 Penalty: 2691.227783
	Iteration 14Q: 3 clusters Score -1016830 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1017139.375000 Penalty: 2691.227783
	Iteration 15Q: 3 clusters Score -1017139 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1017371.937500 Penalty: 2691.227783
	Iteration 16Q: 3 clusters Score -1017372 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1017467.437500 Penalty: 2691.227783
	Iteration 17Q: 3 clusters Score -1017467 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1017529.375000 Penalty: 2691.227783
	Iteration 18Q: 3 clusters Score -1017529 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1017559.500000 Penalty: 2691.227783
	Iteration 19Q: 3 clusters Score -1017560 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1017571.375000 Penalty: 2691.227783
	Iteration 20F: 3 clusters Score -1017571 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1017579.187500 Penalty: 2691.227783
	Iteration 21Q: 3 clusters Score -1017579 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1017583.562500 Penalty: 2691.227783
	Iteration 22Q: 3 clusters Score -1017584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1017583.687500 Penalty: 2691.227783
	Iteration 23Q: 3 clusters Score -1017584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1017586.187500 Penalty: 2691.227783
	Iteration 24Q: 3 clusters Score -1017586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1017587.750000 Penalty: 2691.227783
	Iteration 25Q: 3 clusters Score -1017588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1017588.062500 Penalty: 2691.227783
	Iteration 26Q: 3 clusters Score -1017588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1017589.250000 Penalty: 2691.227783
	Iteration 27Q: 3 clusters Score -1017589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1017591.437500 Penalty: 2691.227783
	Iteration 28Q: 3 clusters Score -1017591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1017590.125000 Penalty: 2691.227783
	Iteration 29Q: 3 clusters Score -1017590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1017592.187500 Penalty: 2691.227783
	Iteration 30Q: 3 clusters Score -1017592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1017594.687500 Penalty: 2691.227783
	Iteration 31Q: 3 clusters Score -1017595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1017594.125000 Penalty: 2691.227783
	Iteration 32Q: 3 clusters Score -1017594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1017597.687500 Penalty: 2691.227783
	Iteration 33Q: 3 clusters Score -1017598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1017599.000000 Penalty: 2691.227783
	Iteration 34Q: 3 clusters Score -1017599 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1017598.812500 Penalty: 2691.227783
	Iteration 35Q: 3 clusters Score -1017599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1017603.125000 Penalty: 2691.227783
	Iteration 36Q: 3 clusters Score -1017603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1017604.375000 Penalty: 2691.227783
	Iteration 37Q: 3 clusters Score -1017604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1017605.875000 Penalty: 2691.227783
	Iteration 38Q: 3 clusters Score -1017606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1017605.062500 Penalty: 2691.227783
	Iteration 39Q: 3 clusters Score -1017605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1017608.937500 Penalty: 2691.227783
	Iteration 40F: 3 clusters Score -1017609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1017607.375000 Penalty: 2691.227783
	Iteration 41Q: 3 clusters Score -1017607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1017607.375000 Penalty: 2691.227783
	Iteration 42F: 3 clusters Score -1017607 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Entering Unmasked Estep 
Score: -1144485.000000 Penalty: 1363.911987
	Iteration 0F: 2 clusters Score -1144485 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1137991.625000 Penalty: 2727.823975
	Iteration 0F: 3 clusters Score -1137992 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1140119.000000 Penalty: 2727.823975
	Iteration 1F: 3 clusters Score -1140119 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1140438.875000 Penalty: 2727.823975
	Iteration 2F: 3 clusters Score -1140439 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1140667.875000 Penalty: 2727.823975
	Iteration 3F: 3 clusters Score -1140668 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1140838.375000 Penalty: 2727.823975
	Iteration 4Q: 3 clusters Score -1140838 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1141045.875000 Penalty: 2727.823975
	Iteration 5Q: 3 clusters Score -1141046 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1141274.375000 Penalty: 2727.823975
	Iteration 6Q: 3 clusters Score -1141274 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1141589.250000 Penalty: 2727.823975
	Iteration 7Q: 3 clusters Score -1141589 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1141957.875000 Penalty: 2727.823975
	Iteration 8Q: 3 clusters Score -1141958 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1142341.000000 Penalty: 2727.823975
	Iteration 9Q: 3 clusters Score -1142341 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1142670.500000 Penalty: 2727.823975
	Iteration 10Q: 3 clusters Score -1142670 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1142901.750000 Penalty: 2727.823975
	Iteration 11Q: 3 clusters Score -1142902 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1143096.750000 Penalty: 2727.823975
	Iteration 12Q: 3 clusters Score -1143097 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1143272.000000 Penalty: 2727.823975
	Iteration 13Q: 3 clusters Score -1143272 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1143395.375000 Penalty: 2727.823975
	Iteration 14Q: 3 clusters Score -1143395 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1143477.500000 Penalty: 2727.823975
	Iteration 15Q: 3 clusters Score -1143478 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1143529.750000 Penalty: 2727.823975
	Iteration 16Q: 3 clusters Score -1143530 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1143574.000000 Penalty: 2727.823975
	Iteration 17Q: 3 clusters Score -1143574 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1143614.375000 Penalty: 2727.823975
	Iteration 18Q: 3 clusters Score -1143614 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1143644.250000 Penalty: 2727.823975
	Iteration 19Q: 3 clusters Score -1143644 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1143669.625000 Penalty: 2727.823975
	Iteration 20F: 3 clusters Score -1143670 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1143694.625000 Penalty: 2727.823975
	Iteration 21Q: 3 clusters Score -1143695 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1143711.750000 Penalty: 2727.823975
	Iteration 22Q: 3 clusters Score -1143712 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1143731.375000 Penalty: 2727.823975
	Iteration 23Q: 3 clusters Score -1143731 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1143755.625000 Penalty: 2727.823975
	Iteration 24Q: 3 clusters Score -1143756 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1143772.250000 Penalty: 2727.823975
	Iteration 25Q: 3 clusters Score -1143772 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1143793.875000 Penalty: 2727.823975
	Iteration 26Q: 3 clusters Score -1143794 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1143812.500000 Penalty: 2727.823975
	Iteration 27Q: 3 clusters Score -1143812 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1143822.750000 Penalty: 2727.823975
	Iteration 28Q: 3 clusters Score -1143823 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1143828.500000 Penalty: 2727.823975
	Iteration 29Q: 3 clusters Score -1143828 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1143836.500000 Penalty: 2727.823975
	Iteration 30Q: 3 clusters Score -1143836 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1143842.875000 Penalty: 2727.823975
	Iteration 31Q: 3 clusters Score -1143843 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1143849.375000 Penalty: 2727.823975
	Iteration 32Q: 3 clusters Score -1143849 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1143856.750000 Penalty: 2727.823975
	Iteration 33Q: 3 clusters Score -1143857 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1143858.125000 Penalty: 2727.823975
	Iteration 34Q: 3 clusters Score -1143858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1143861.625000 Penalty: 2727.823975
	Iteration 35Q: 3 clusters Score -1143862 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1143862.625000 Penalty: 2727.823975
	Iteration 36Q: 3 clusters Score -1143863 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1143865.625000 Penalty: 2727.823975
	Iteration 37Q: 3 clusters Score -1143866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1143864.750000 Penalty: 2727.823975
	Iteration 38Q: 3 clusters Score -1143865 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1143867.625000 Penalty: 2727.823975
	Iteration 39Q: 3 clusters Score -1143868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1143870.000000 Penalty: 2727.823975
	Iteration 40F: 3 clusters Score -1143870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1143869.625000 Penalty: 2727.823975
	Iteration 41Q: 3 clusters Score -1143870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1143873.625000 Penalty: 2727.823975
	Iteration 42Q: 3 clusters Score -1143874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1143875.750000 Penalty: 2727.823975
	Iteration 43Q: 3 clusters Score -1143876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1143877.375000 Penalty: 2727.823975
	Iteration 44Q: 3 clusters Score -1143877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1143879.750000 Penalty: 2727.823975
	Iteration 45Q: 3 clusters Score -1143880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1143880.000000 Penalty: 2727.823975
	Iteration 46Q: 3 clusters Score -1143880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1143881.250000 Penalty: 2727.823975
	Iteration 47Q: 3 clusters Score -1143881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1143884.875000 Penalty: 2727.823975
	Iteration 48Q: 3 clusters Score -1143885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1143884.000000 Penalty: 2727.823975
	Iteration 49Q: 3 clusters Score -1143884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1143885.625000 Penalty: 2727.823975
	Iteration 50Q: 3 clusters Score -1143886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1143882.875000 Penalty: 2727.823975
	Iteration 51Q: 3 clusters Score -1143883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1143886.500000 Penalty: 2727.823975
	Iteration 52Q: 3 clusters Score -1143886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1143887.125000 Penalty: 2727.823975
	Iteration 53Q: 3 clusters Score -1143887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1143889.750000 Penalty: 2727.823975
	Iteration 54Q: 3 clusters Score -1143890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1143888.625000 Penalty: 2727.823975
	Iteration 55Q: 3 clusters Score -1143889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1143889.625000 Penalty: 2727.823975
	Iteration 56Q: 3 clusters Score -1143890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1143894.000000 Penalty: 2727.823975
	Iteration 57Q: 3 clusters Score -1143894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1143893.500000 Penalty: 2727.823975
	Iteration 58Q: 3 clusters Score -1143894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1143894.375000 Penalty: 2727.823975
	Iteration 59Q: 3 clusters Score -1143894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1143896.375000 Penalty: 2727.823975
	Iteration 60F: 3 clusters Score -1143896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1143897.000000 Penalty: 2727.823975
	Iteration 61Q: 3 clusters Score -1143897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1143898.625000 Penalty: 2727.823975
	Iteration 62Q: 3 clusters Score -1143899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1143899.625000 Penalty: 2727.823975
	Iteration 63Q: 3 clusters Score -1143900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1143899.250000 Penalty: 2727.823975
	Iteration 64Q: 3 clusters Score -1143899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1143900.250000 Penalty: 2727.823975
	Iteration 65Q: 3 clusters Score -1143900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1143899.375000 Penalty: 2727.823975
	Iteration 66Q: 3 clusters Score -1143899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1143900.375000 Penalty: 2727.823975
	Iteration 67Q: 3 clusters Score -1143900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1143903.250000 Penalty: 2727.823975
	Iteration 68Q: 3 clusters Score -1143903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1143903.625000 Penalty: 2727.823975
	Iteration 69Q: 3 clusters Score -1143904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1143903.875000 Penalty: 2727.823975
	Iteration 70Q: 3 clusters Score -1143904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1143903.500000 Penalty: 2727.823975
	Iteration 71Q: 3 clusters Score -1143904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1143903.875000 Penalty: 2727.823975
	Iteration 72Q: 3 clusters Score -1143904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1143904.125000 Penalty: 2727.823975
	Iteration 73Q: 3 clusters Score -1143904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1143904.125000 Penalty: 2727.823975
	Iteration 74F: 3 clusters Score -1143904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Entering Unmasked Estep 
Score: -1179841.125000 Penalty: 1359.636108
	Iteration 0F: 2 clusters Score -1179841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1173544.375000 Penalty: 2719.272217
	Iteration 0F: 3 clusters Score -1173544 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1175519.750000 Penalty: 2719.272217
	Iteration 1F: 3 clusters Score -1175520 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1175813.625000 Penalty: 2719.272217
	Iteration 2F: 3 clusters Score -1175814 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1176025.625000 Penalty: 2719.272217
	Iteration 3F: 3 clusters Score -1176026 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1176181.000000 Penalty: 2719.272217
	Iteration 4Q: 3 clusters Score -1176181 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1176300.875000 Penalty: 2719.272217
	Iteration 5Q: 3 clusters Score -1176301 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1176381.750000 Penalty: 2719.272217
	Iteration 6Q: 3 clusters Score -1176382 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1176448.250000 Penalty: 2719.272217
	Iteration 7Q: 3 clusters Score -1176448 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1176508.875000 Penalty: 2719.272217
	Iteration 8Q: 3 clusters Score -1176509 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1176570.750000 Penalty: 2719.272217
	Iteration 9Q: 3 clusters Score -1176571 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1176625.625000 Penalty: 2719.272217
	Iteration 10Q: 3 clusters Score -1176626 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1176671.500000 Penalty: 2719.272217
	Iteration 11Q: 3 clusters Score -1176672 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1176719.250000 Penalty: 2719.272217
	Iteration 12Q: 3 clusters Score -1176719 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1176755.875000 Penalty: 2719.272217
	Iteration 13Q: 3 clusters Score -1176756 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1176793.125000 Penalty: 2719.272217
	Iteration 14Q: 3 clusters Score -1176793 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1176832.750000 Penalty: 2719.272217
	Iteration 15Q: 3 clusters Score -1176833 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1176867.625000 Penalty: 2719.272217
	Iteration 16Q: 3 clusters Score -1176868 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1176897.375000 Penalty: 2719.272217
	Iteration 17Q: 3 clusters Score -1176897 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1176926.000000 Penalty: 2719.272217
	Iteration 18Q: 3 clusters Score -1176926 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1176955.375000 Penalty: 2719.272217
	Iteration 19Q: 3 clusters Score -1176955 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1176984.250000 Penalty: 2719.272217
	Iteration 20F: 3 clusters Score -1176984 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1177016.250000 Penalty: 2719.272217
	Iteration 21Q: 3 clusters Score -1177016 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1177056.625000 Penalty: 2719.272217
	Iteration 22Q: 3 clusters Score -1177057 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1177095.750000 Penalty: 2719.272217
	Iteration 23Q: 3 clusters Score -1177096 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1177135.375000 Penalty: 2719.272217
	Iteration 24Q: 3 clusters Score -1177135 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1177178.250000 Penalty: 2719.272217
	Iteration 25Q: 3 clusters Score -1177178 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1177216.125000 Penalty: 2719.272217
	Iteration 26Q: 3 clusters Score -1177216 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1177252.250000 Penalty: 2719.272217
	Iteration 27Q: 3 clusters Score -1177252 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1177284.625000 Penalty: 2719.272217
	Iteration 28Q: 3 clusters Score -1177285 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1177318.375000 Penalty: 2719.272217
	Iteration 29Q: 3 clusters Score -1177318 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1177355.875000 Penalty: 2719.272217
	Iteration 30Q: 3 clusters Score -1177356 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1177393.500000 Penalty: 2719.272217
	Iteration 31Q: 3 clusters Score -1177394 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1177438.375000 Penalty: 2719.272217
	Iteration 32Q: 3 clusters Score -1177438 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1177498.000000 Penalty: 2719.272217
	Iteration 33Q: 3 clusters Score -1177498 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1177567.125000 Penalty: 2719.272217
	Iteration 34Q: 3 clusters Score -1177567 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1177639.500000 Penalty: 2719.272217
	Iteration 35Q: 3 clusters Score -1177640 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1177714.500000 Penalty: 2719.272217
	Iteration 36Q: 3 clusters Score -1177714 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1177782.500000 Penalty: 2719.272217
	Iteration 37Q: 3 clusters Score -1177782 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1177854.875000 Penalty: 2719.272217
	Iteration 38Q: 3 clusters Score -1177855 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1177937.750000 Penalty: 2719.272217
	Iteration 39Q: 3 clusters Score -1177938 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1178039.625000 Penalty: 2719.272217
	Iteration 40F: 3 clusters Score -1178040 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1178132.500000 Penalty: 2719.272217
	Iteration 41Q: 3 clusters Score -1178132 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1178226.500000 Penalty: 2719.272217
	Iteration 42Q: 3 clusters Score -1178226 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1178315.375000 Penalty: 2719.272217
	Iteration 43Q: 3 clusters Score -1178315 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1178403.750000 Penalty: 2719.272217
	Iteration 44Q: 3 clusters Score -1178404 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1178470.500000 Penalty: 2719.272217
	Iteration 45Q: 3 clusters Score -1178470 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1178529.750000 Penalty: 2719.272217
	Iteration 46Q: 3 clusters Score -1178530 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1178571.375000 Penalty: 2719.272217
	Iteration 47Q: 3 clusters Score -1178571 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1178606.750000 Penalty: 2719.272217
	Iteration 48Q: 3 clusters Score -1178607 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1178634.875000 Penalty: 2719.272217
	Iteration 49Q: 3 clusters Score -1178635 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1178674.000000 Penalty: 2719.272217
	Iteration 50Q: 3 clusters Score -1178674 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1178699.000000 Penalty: 2719.272217
	Iteration 51Q: 3 clusters Score -1178699 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1178711.000000 Penalty: 2719.272217
	Iteration 52Q: 3 clusters Score -1178711 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1178721.000000 Penalty: 2719.272217
	Iteration 53Q: 3 clusters Score -1178721 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1178728.125000 Penalty: 2719.272217
	Iteration 54Q: 3 clusters Score -1178728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1178738.375000 Penalty: 2719.272217
	Iteration 55Q: 3 clusters Score -1178738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1178751.500000 Penalty: 2719.272217
	Iteration 56Q: 3 clusters Score -1178752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1178763.375000 Penalty: 2719.272217
	Iteration 57Q: 3 clusters Score -1178763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1178770.125000 Penalty: 2719.272217
	Iteration 58Q: 3 clusters Score -1178770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1178775.250000 Penalty: 2719.272217
	Iteration 59Q: 3 clusters Score -1178775 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1178784.875000 Penalty: 2719.272217
	Iteration 60F: 3 clusters Score -1178785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1178791.875000 Penalty: 2719.272217
	Iteration 61Q: 3 clusters Score -1178792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1178796.875000 Penalty: 2719.272217
	Iteration 62Q: 3 clusters Score -1178797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1178799.125000 Penalty: 2719.272217
	Iteration 63Q: 3 clusters Score -1178799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1178801.125000 Penalty: 2719.272217
	Iteration 64Q: 3 clusters Score -1178801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1178801.125000 Penalty: 2719.272217
	Iteration 65F: 3 clusters Score -1178801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Entering Unmasked Estep 
Score: -334958.968750 Penalty: 1186.097534
	Iteration 0F: 2 clusters Score -334959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -332534.156250 Penalty: 2372.195068
	Iteration 0F: 3 clusters Score -332534.2 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -333144.187500 Penalty: 2372.195068
	Iteration 1F: 3 clusters Score -333144.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -333325.593750 Penalty: 2372.195068
	Iteration 2F: 3 clusters Score -333325.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -333448.843750 Penalty: 2372.195068
	Iteration 3Q: 3 clusters Score -333448.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -333550.812500 Penalty: 2372.195068
	Iteration 4Q: 3 clusters Score -333550.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -333649.687500 Penalty: 2372.195068
	Iteration 5Q: 3 clusters Score -333649.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -333741.250000 Penalty: 2372.195068
	Iteration 6Q: 3 clusters Score -333741.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -333846.468750 Penalty: 2372.195068
	Iteration 7Q: 3 clusters Score -333846.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -333948.343750 Penalty: 2372.195068
	Iteration 8Q: 3 clusters Score -333948.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -334036.156250 Penalty: 2372.195068
	Iteration 9Q: 3 clusters Score -334036.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -334113.625000 Penalty: 2372.195068
	Iteration 10Q: 3 clusters Score -334113.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -334194.093750 Penalty: 2372.195068
	Iteration 11Q: 3 clusters Score -334194.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -334256.968750 Penalty: 2372.195068
	Iteration 12Q: 3 clusters Score -334257 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -334312.687500 Penalty: 2372.195068
	Iteration 13Q: 3 clusters Score -334312.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -334369.437500 Penalty: 2372.195068
	Iteration 14Q: 3 clusters Score -334369.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -334416.781250 Penalty: 2372.195068
	Iteration 15Q: 3 clusters Score -334416.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -334449.781250 Penalty: 2372.195068
	Iteration 16Q: 3 clusters Score -334449.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -334472.281250 Penalty: 2372.195068
	Iteration 17Q: 3 clusters Score -334472.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -334487.843750 Penalty: 2372.195068
	Iteration 18Q: 3 clusters Score -334487.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -334503.875000 Penalty: 2372.195068
	Iteration 19Q: 3 clusters Score -334503.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -334519.187500 Penalty: 2372.195068
	Iteration 20F: 3 clusters Score -334519.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -334530.562500 Penalty: 2372.195068
	Iteration 21Q: 3 clusters Score -334530.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -334541.812500 Penalty: 2372.195068
	Iteration 22Q: 3 clusters Score -334541.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -334552.750000 Penalty: 2372.195068
	Iteration 23Q: 3 clusters Score -334552.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -334557.718750 Penalty: 2372.195068
	Iteration 24Q: 3 clusters Score -334557.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -334561.718750 Penalty: 2372.195068
	Iteration 25Q: 3 clusters Score -334561.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -334564.468750 Penalty: 2372.195068
	Iteration 26Q: 3 clusters Score -334564.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -334566.500000 Penalty: 2372.195068
	Iteration 27Q: 3 clusters Score -334566.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -334568.500000 Penalty: 2372.195068
	Iteration 28Q: 3 clusters Score -334568.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -334570.750000 Penalty: 2372.195068
	Iteration 29Q: 3 clusters Score -334570.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -334571.656250 Penalty: 2372.195068
	Iteration 30Q: 3 clusters Score -334571.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -334573.281250 Penalty: 2372.195068
	Iteration 31Q: 3 clusters Score -334573.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -334574.000000 Penalty: 2372.195068
	Iteration 32Q: 3 clusters Score -334574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -334574.718750 Penalty: 2372.195068
	Iteration 33Q: 3 clusters Score -334574.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -334575.312500 Penalty: 2372.195068
	Iteration 34Q: 3 clusters Score -334575.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -334575.781250 Penalty: 2372.195068
	Iteration 35Q: 3 clusters Score -334575.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -334575.687500 Penalty: 2372.195068
	Iteration 36Q: 3 clusters Score -334575.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -334575.687500 Penalty: 2372.195068
	Iteration 37F: 3 clusters Score -334575.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Entering Unmasked Estep 
Score: -1224619.375000 Penalty: 1373.036255
	Iteration 0F: 2 clusters Score -1224619 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 4977 members 
Entering Unmasked Estep 
Score: -1217853.000000 Penalty: 2746.072510
	Iteration 0F: 3 clusters Score -1217853 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1220167.125000 Penalty: 2746.072510
	Iteration 1F: 3 clusters Score -1220167 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1220668.000000 Penalty: 2746.072510
	Iteration 2F: 3 clusters Score -1220668 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1221217.000000 Penalty: 2746.072510
	Iteration 3F: 3 clusters Score -1221217 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1221871.000000 Penalty: 2746.072510
	Iteration 4F: 3 clusters Score -1221871 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1222555.625000 Penalty: 2746.072510
	Iteration 5F: 3 clusters Score -1222556 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1223123.625000 Penalty: 2746.072510
	Iteration 6F: 3 clusters Score -1223124 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1223544.250000 Penalty: 2746.072510
	Iteration 7F: 3 clusters Score -1223544 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1223836.250000 Penalty: 2746.072510
	Iteration 8Q: 3 clusters Score -1223836 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1224029.500000 Penalty: 2746.072510
	Iteration 9Q: 3 clusters Score -1224030 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1224162.125000 Penalty: 2746.072510
	Iteration 10Q: 3 clusters Score -1224162 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1224251.375000 Penalty: 2746.072510
	Iteration 11Q: 3 clusters Score -1224251 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1224325.250000 Penalty: 2746.072510
	Iteration 12Q: 3 clusters Score -1224325 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1224410.250000 Penalty: 2746.072510
	Iteration 13Q: 3 clusters Score -1224410 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1224473.500000 Penalty: 2746.072510
	Iteration 14Q: 3 clusters Score -1224474 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1224512.375000 Penalty: 2746.072510
	Iteration 15Q: 3 clusters Score -1224512 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1224537.125000 Penalty: 2746.072510
	Iteration 16Q: 3 clusters Score -1224537 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1224557.000000 Penalty: 2746.072510
	Iteration 17Q: 3 clusters Score -1224557 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1224570.500000 Penalty: 2746.072510
	Iteration 18Q: 3 clusters Score -1224570 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1224584.750000 Penalty: 2746.072510
	Iteration 19Q: 3 clusters Score -1224585 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1224588.875000 Penalty: 2746.072510
	Iteration 20F: 3 clusters Score -1224589 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1224594.250000 Penalty: 2746.072510
	Iteration 21Q: 3 clusters Score -1224594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1224597.375000 Penalty: 2746.072510
	Iteration 22Q: 3 clusters Score -1224597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1224599.250000 Penalty: 2746.072510
	Iteration 23Q: 3 clusters Score -1224599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1224599.000000 Penalty: 2746.072510
	Iteration 24Q: 3 clusters Score -1224599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1224599.500000 Penalty: 2746.072510
	Iteration 25Q: 3 clusters Score -1224600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1224599.250000 Penalty: 2746.072510
	Iteration 26Q: 3 clusters Score -1224599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1224598.500000 Penalty: 2746.072510
	Iteration 27Q: 3 clusters Score -1224598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1224599.250000 Penalty: 2746.072510
	Iteration 28Q: 3 clusters Score -1224599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1224601.375000 Penalty: 2746.072510
	Iteration 29Q: 3 clusters Score -1224601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1224603.500000 Penalty: 2746.072510
	Iteration 30Q: 3 clusters Score -1224604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1224605.375000 Penalty: 2746.072510
	Iteration 31Q: 3 clusters Score -1224605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1224605.875000 Penalty: 2746.072510
	Iteration 32Q: 3 clusters Score -1224606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1224607.250000 Penalty: 2746.072510
	Iteration 33Q: 3 clusters Score -1224607 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1224609.375000 Penalty: 2746.072510
	Iteration 34Q: 3 clusters Score -1224609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1224608.750000 Penalty: 2746.072510
	Iteration 35Q: 3 clusters Score -1224609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1224610.250000 Penalty: 2746.072510
	Iteration 36Q: 3 clusters Score -1224610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1224609.375000 Penalty: 2746.072510
	Iteration 37Q: 3 clusters Score -1224609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1224610.750000 Penalty: 2746.072510
	Iteration 38Q: 3 clusters Score -1224611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1224610.625000 Penalty: 2746.072510
	Iteration 39Q: 3 clusters Score -1224611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1224610.625000 Penalty: 2746.072510
	Iteration 40F: 3 clusters Score -1224611 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Entering Unmasked Estep 
Score: -200152.250000 Penalty: 1110.206543
	Iteration 0F: 2 clusters Score -200152.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -198466.531250 Penalty: 2220.413086
	Iteration 0F: 3 clusters Score -198466.5 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -198893.875000 Penalty: 2220.413086
	Iteration 1F: 3 clusters Score -198893.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -199014.984375 Penalty: 2220.413086
	Iteration 2F: 3 clusters Score -199015 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -199058.203125 Penalty: 2220.413086
	Iteration 3Q: 3 clusters Score -199058.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -199093.171875 Penalty: 2220.413086
	Iteration 4Q: 3 clusters Score -199093.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -199113.140625 Penalty: 2220.413086
	Iteration 5Q: 3 clusters Score -199113.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -199131.875000 Penalty: 2220.413086
	Iteration 6Q: 3 clusters Score -199131.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -199142.984375 Penalty: 2220.413086
	Iteration 7Q: 3 clusters Score -199143 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -199154.312500 Penalty: 2220.413086
	Iteration 8Q: 3 clusters Score -199154.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -199161.968750 Penalty: 2220.413086
	Iteration 9Q: 3 clusters Score -199162 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -199169.750000 Penalty: 2220.413086
	Iteration 10Q: 3 clusters Score -199169.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -199173.578125 Penalty: 2220.413086
	Iteration 11Q: 3 clusters Score -199173.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -199176.906250 Penalty: 2220.413086
	Iteration 12Q: 3 clusters Score -199176.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -199179.125000 Penalty: 2220.413086
	Iteration 13Q: 3 clusters Score -199179.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -199179.296875 Penalty: 2220.413086
	Iteration 14Q: 3 clusters Score -199179.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -199180.640625 Penalty: 2220.413086
	Iteration 15Q: 3 clusters Score -199180.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -199181.265625 Penalty: 2220.413086
	Iteration 16Q: 3 clusters Score -199181.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -199182.515625 Penalty: 2220.413086
	Iteration 17Q: 3 clusters Score -199182.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -199183.937500 Penalty: 2220.413086
	Iteration 18Q: 3 clusters Score -199183.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -199184.593750 Penalty: 2220.413086
	Iteration 19Q: 3 clusters Score -199184.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -199184.593750 Penalty: 2220.413086
	Iteration 20F: 3 clusters Score -199184.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Entering Unmasked Estep 
Score: -1522596.000000 Penalty: 1397.875854
	Iteration 0F: 2 clusters Score -1522596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1514565.250000 Penalty: 2795.751709
	Iteration 0F: 3 clusters Score -1514565 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1517117.500000 Penalty: 2795.751709
	Iteration 1F: 3 clusters Score -1517118 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1517406.250000 Penalty: 2795.751709
	Iteration 2F: 3 clusters Score -1517406 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1517600.875000 Penalty: 2795.751709
	Iteration 3Q: 3 clusters Score -1517601 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1517765.375000 Penalty: 2795.751709
	Iteration 4Q: 3 clusters Score -1517765 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1517936.750000 Penalty: 2795.751709
	Iteration 5Q: 3 clusters Score -1517937 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1518117.000000 Penalty: 2795.751709
	Iteration 6Q: 3 clusters Score -1518117 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1518335.500000 Penalty: 2795.751709
	Iteration 7Q: 3 clusters Score -1518336 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1518621.375000 Penalty: 2795.751709
	Iteration 8Q: 3 clusters Score -1518621 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1518996.000000 Penalty: 2795.751709
	Iteration 9F: 3 clusters Score -1518996 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1519411.125000 Penalty: 2795.751709
	Iteration 10F: 3 clusters Score -1519411 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1519883.875000 Penalty: 2795.751709
	Iteration 11F: 3 clusters Score -1519884 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1520325.750000 Penalty: 2795.751709
	Iteration 12Q: 3 clusters Score -1520326 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1520673.625000 Penalty: 2795.751709
	Iteration 13Q: 3 clusters Score -1520674 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1520935.375000 Penalty: 2795.751709
	Iteration 14Q: 3 clusters Score -1520935 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1521127.250000 Penalty: 2795.751709
	Iteration 15Q: 3 clusters Score -1521127 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1521242.875000 Penalty: 2795.751709
	Iteration 16Q: 3 clusters Score -1521243 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1521327.750000 Penalty: 2795.751709
	Iteration 17Q: 3 clusters Score -1521328 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1521374.250000 Penalty: 2795.751709
	Iteration 18Q: 3 clusters Score -1521374 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1521400.500000 Penalty: 2795.751709
	Iteration 19Q: 3 clusters Score -1521400 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1521433.500000 Penalty: 2795.751709
	Iteration 20F: 3 clusters Score -1521434 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1521460.375000 Penalty: 2795.751709
	Iteration 21Q: 3 clusters Score -1521460 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1521490.250000 Penalty: 2795.751709
	Iteration 22Q: 3 clusters Score -1521490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1521507.625000 Penalty: 2795.751709
	Iteration 23Q: 3 clusters Score -1521508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1521520.125000 Penalty: 2795.751709
	Iteration 24Q: 3 clusters Score -1521520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1521527.375000 Penalty: 2795.751709
	Iteration 25Q: 3 clusters Score -1521527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1521532.875000 Penalty: 2795.751709
	Iteration 26Q: 3 clusters Score -1521533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1521534.500000 Penalty: 2795.751709
	Iteration 27Q: 3 clusters Score -1521534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1521537.875000 Penalty: 2795.751709
	Iteration 28Q: 3 clusters Score -1521538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1521537.875000 Penalty: 2795.751709
	Iteration 29F: 3 clusters Score -1521538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Entering Unmasked Estep 
Score: -18381.601562 Penalty: 827.429443
	Iteration 0F: 2 clusters Score -18381.6 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 124 members 
Entering Unmasked Estep 
Score: -17831.886719 Penalty: 1654.858887
	Iteration 0F: 3 clusters Score -17831.89 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -18086.431641 Penalty: 1654.858887
	Iteration 1F: 3 clusters Score -18086.43 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -18283.267578 Penalty: 1654.858887
	Iteration 2F: 3 clusters Score -18283.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -18442.654297 Penalty: 1654.858887
	Iteration 3F: 3 clusters Score -18442.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -18517.363281 Penalty: 1654.858887
	Iteration 4Q: 3 clusters Score -18517.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -18571.634766 Penalty: 1654.858887
	Iteration 5Q: 3 clusters Score -18571.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -18578.847656 Penalty: 1654.858887
	Iteration 6Q: 3 clusters Score -18578.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -18615.173828 Penalty: 1654.858887
	Iteration 7Q: 3 clusters Score -18615.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -18619.751953 Penalty: 1654.858887
	Iteration 8Q: 3 clusters Score -18619.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -18619.751953 Penalty: 1654.858887
	Iteration 9F: 3 clusters Score -18619.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58585 members 
Mstep: Class 2 contains 40731 members 
Mstep: Class 3 contains 11139 members 
Mstep: Class 4 contains 2553 members 
Mstep: Class 5 contains 68051 members 
Mstep: Class 6 contains 37013 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5703 members 
Mstep: Class 9 contains 8460 members 
Mstep: Class 10 contains 9567 members 
Mstep: Class 11 contains 9296 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 10172 members 
Mstep: Class 14 contains 1739 members 
Mstep: Class 15 contains 12020 members 
Mstep: Class 16 contains 94 members 
Mstep: Class 17 contains 24008 members 
Mstep: Class 18 contains 11530 members 
Mstep: Class 19 contains 4373 members 
Mstep: Class 20 contains 35876 members 
Mstep: Class 21 contains 8915 members 
Mstep: Class 22 contains 5351 members 
Mstep: Class 23 contains 22136 members 
Mstep: Class 24 contains 5559 members 
Mstep: Class 25 contains 15813 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 51732 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34988 members 
Mstep: Class 31 contains 21757 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43451 members 
Mstep: Class 34 contains 7006 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9189 members 
Mstep: Class 40 contains 65229 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7144 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Mstep: Class 46 contains 166 members 
Entering Unmasked Estep 
Score: -81017688.000000 Penalty: 91791.593750
Splitting cluster 16 changes total score from -81018616.000000 to -81017688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (24008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24008 members 
Entering Unmasked Estep 
Score: -2810681.000000 Penalty: 1500.817993
	Iteration 0F: 2 clusters Score -2810681 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -2794997.750000 Penalty: 3001.635986
	Iteration 0F: 3 clusters Score -2794998 nChanged 10690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -2800667.250000 Penalty: 3001.635986
	Iteration 1F: 3 clusters Score -2800667 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -2801067.250000 Penalty: 3001.635986
	Iteration 2F: 3 clusters Score -2801067 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -2801441.250000 Penalty: 3001.635986
	Iteration 3Q: 3 clusters Score -2801441 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -2801786.750000 Penalty: 3001.635986
	Iteration 4Q: 3 clusters Score -2801787 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -2802202.500000 Penalty: 3001.635986
	Iteration 5Q: 3 clusters Score -2802202 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -2802750.750000 Penalty: 3001.635986
	Iteration 6Q: 3 clusters Score -2802751 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -2803520.750000 Penalty: 3001.635986
	Iteration 7F: 3 clusters Score -2803521 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -2804599.500000 Penalty: 3001.635986
	Iteration 8F: 3 clusters Score -2804600 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20094 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -2805955.500000 Penalty: 3001.635986
	Iteration 9F: 3 clusters Score -2805956 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -2807341.250000 Penalty: 3001.635986
	Iteration 10F: 3 clusters Score -2807341 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22648 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2808356.750000 Penalty: 3001.635986
	Iteration 11Q: 3 clusters Score -2808357 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23269 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2808986.250000 Penalty: 3001.635986
	Iteration 12Q: 3 clusters Score -2808986 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23526 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -2809271.750000 Penalty: 3001.635986
	Iteration 13Q: 3 clusters Score -2809272 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23637 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2809419.250000 Penalty: 3001.635986
	Iteration 14Q: 3 clusters Score -2809419 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23688 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2809498.750000 Penalty: 3001.635986
	Iteration 15Q: 3 clusters Score -2809499 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23723 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2809547.000000 Penalty: 3001.635986
	Iteration 16Q: 3 clusters Score -2809547 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2809563.750000 Penalty: 3001.635986
	Iteration 17Q: 3 clusters Score -2809564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2809577.000000 Penalty: 3001.635986
	Iteration 18Q: 3 clusters Score -2809577 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -2809586.250000 Penalty: 3001.635986
	Iteration 19Q: 3 clusters Score -2809586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -2809592.500000 Penalty: 3001.635986
	Iteration 20F: 3 clusters Score -2809592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -2809592.500000 Penalty: 3001.635986
	Iteration 21Q: 3 clusters Score -2809592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23754 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -2809592.500000 Penalty: 3001.635986
	Iteration 22Q: 3 clusters Score -2809592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23754 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -2809592.500000 Penalty: 3001.635986
	Iteration 23F: 3 clusters Score -2809592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Entering Unmasked Estep 
Score: -1449125.875000 Penalty: 1391.682983
	Iteration 0F: 2 clusters Score -1449126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1441384.375000 Penalty: 2783.365967
	Iteration 0F: 3 clusters Score -1441384 nChanged 4850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1443934.000000 Penalty: 2783.365967
	Iteration 1F: 3 clusters Score -1443934 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1444249.875000 Penalty: 2783.365967
	Iteration 2F: 3 clusters Score -1444250 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1444439.125000 Penalty: 2783.365967
	Iteration 3Q: 3 clusters Score -1444439 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1444584.625000 Penalty: 2783.365967
	Iteration 4Q: 3 clusters Score -1444585 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1444707.875000 Penalty: 2783.365967
	Iteration 5Q: 3 clusters Score -1444708 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1444817.750000 Penalty: 2783.365967
	Iteration 6Q: 3 clusters Score -1444818 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1444909.000000 Penalty: 2783.365967
	Iteration 7Q: 3 clusters Score -1444909 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1445015.250000 Penalty: 2783.365967
	Iteration 8Q: 3 clusters Score -1445015 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1445140.500000 Penalty: 2783.365967
	Iteration 9Q: 3 clusters Score -1445140 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1445292.875000 Penalty: 2783.365967
	Iteration 10Q: 3 clusters Score -1445293 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1445466.375000 Penalty: 2783.365967
	Iteration 11Q: 3 clusters Score -1445466 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1445709.625000 Penalty: 2783.365967
	Iteration 12Q: 3 clusters Score -1445710 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1445984.125000 Penalty: 2783.365967
	Iteration 13Q: 3 clusters Score -1445984 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1446320.375000 Penalty: 2783.365967
	Iteration 14Q: 3 clusters Score -1446320 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1446693.750000 Penalty: 2783.365967
	Iteration 15Q: 3 clusters Score -1446694 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1447036.625000 Penalty: 2783.365967
	Iteration 16Q: 3 clusters Score -1447037 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1447311.250000 Penalty: 2783.365967
	Iteration 17Q: 3 clusters Score -1447311 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1447542.875000 Penalty: 2783.365967
	Iteration 18Q: 3 clusters Score -1447543 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1447697.625000 Penalty: 2783.365967
	Iteration 19Q: 3 clusters Score -1447698 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1447787.500000 Penalty: 2783.365967
	Iteration 20F: 3 clusters Score -1447788 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1447855.875000 Penalty: 2783.365967
	Iteration 21Q: 3 clusters Score -1447856 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1447894.500000 Penalty: 2783.365967
	Iteration 22Q: 3 clusters Score -1447894 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1447925.000000 Penalty: 2783.365967
	Iteration 23Q: 3 clusters Score -1447925 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1447949.000000 Penalty: 2783.365967
	Iteration 24Q: 3 clusters Score -1447949 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1447964.625000 Penalty: 2783.365967
	Iteration 25Q: 3 clusters Score -1447965 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1447979.125000 Penalty: 2783.365967
	Iteration 26Q: 3 clusters Score -1447979 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1448006.000000 Penalty: 2783.365967
	Iteration 27Q: 3 clusters Score -1448006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1448021.375000 Penalty: 2783.365967
	Iteration 28Q: 3 clusters Score -1448021 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1448029.500000 Penalty: 2783.365967
	Iteration 29Q: 3 clusters Score -1448030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1448034.500000 Penalty: 2783.365967
	Iteration 30Q: 3 clusters Score -1448034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1448032.875000 Penalty: 2783.365967
	Iteration 31Q: 3 clusters Score -1448033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1448032.875000 Penalty: 2783.365967
	Iteration 32F: 3 clusters Score -1448033 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Entering Unmasked Estep 
Score: -523286.687500 Penalty: 1247.420898
	Iteration 0F: 2 clusters Score -523286.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -519950.531250 Penalty: 2494.841797
	Iteration 0F: 3 clusters Score -519950.5 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -520916.875000 Penalty: 2494.841797
	Iteration 1F: 3 clusters Score -520916.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -521100.250000 Penalty: 2494.841797
	Iteration 2F: 3 clusters Score -521100.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -521203.343750 Penalty: 2494.841797
	Iteration 3Q: 3 clusters Score -521203.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -521278.468750 Penalty: 2494.841797
	Iteration 4Q: 3 clusters Score -521278.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -521343.656250 Penalty: 2494.841797
	Iteration 5Q: 3 clusters Score -521343.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -521407.687500 Penalty: 2494.841797
	Iteration 6Q: 3 clusters Score -521407.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -521460.218750 Penalty: 2494.841797
	Iteration 7Q: 3 clusters Score -521460.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -521500.625000 Penalty: 2494.841797
	Iteration 8Q: 3 clusters Score -521500.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -521542.875000 Penalty: 2494.841797
	Iteration 9Q: 3 clusters Score -521542.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -521582.968750 Penalty: 2494.841797
	Iteration 10Q: 3 clusters Score -521583 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -521624.312500 Penalty: 2494.841797
	Iteration 11Q: 3 clusters Score -521624.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -521662.312500 Penalty: 2494.841797
	Iteration 12Q: 3 clusters Score -521662.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -521702.843750 Penalty: 2494.841797
	Iteration 13Q: 3 clusters Score -521702.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -521738.218750 Penalty: 2494.841797
	Iteration 14Q: 3 clusters Score -521738.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -521766.468750 Penalty: 2494.841797
	Iteration 15Q: 3 clusters Score -521766.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -521797.687500 Penalty: 2494.841797
	Iteration 16Q: 3 clusters Score -521797.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -521826.843750 Penalty: 2494.841797
	Iteration 17Q: 3 clusters Score -521826.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -521854.937500 Penalty: 2494.841797
	Iteration 18Q: 3 clusters Score -521854.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -521878.031250 Penalty: 2494.841797
	Iteration 19Q: 3 clusters Score -521878 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -521902.718750 Penalty: 2494.841797
	Iteration 20F: 3 clusters Score -521902.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -521924.343750 Penalty: 2494.841797
	Iteration 21Q: 3 clusters Score -521924.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -521945.125000 Penalty: 2494.841797
	Iteration 22Q: 3 clusters Score -521945.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -521963.906250 Penalty: 2494.841797
	Iteration 23Q: 3 clusters Score -521963.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -521982.062500 Penalty: 2494.841797
	Iteration 24Q: 3 clusters Score -521982.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -521998.968750 Penalty: 2494.841797
	Iteration 25Q: 3 clusters Score -521999 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -522016.968750 Penalty: 2494.841797
	Iteration 26Q: 3 clusters Score -522017 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -522028.312500 Penalty: 2494.841797
	Iteration 27Q: 3 clusters Score -522028.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -522043.531250 Penalty: 2494.841797
	Iteration 28Q: 3 clusters Score -522043.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -522054.250000 Penalty: 2494.841797
	Iteration 29Q: 3 clusters Score -522054.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -522073.000000 Penalty: 2494.841797
	Iteration 30Q: 3 clusters Score -522073 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -522093.750000 Penalty: 2494.841797
	Iteration 31Q: 3 clusters Score -522093.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -522109.593750 Penalty: 2494.841797
	Iteration 32Q: 3 clusters Score -522109.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -522125.781250 Penalty: 2494.841797
	Iteration 33Q: 3 clusters Score -522125.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -522137.968750 Penalty: 2494.841797
	Iteration 34Q: 3 clusters Score -522138 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -522149.500000 Penalty: 2494.841797
	Iteration 35Q: 3 clusters Score -522149.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -522163.718750 Penalty: 2494.841797
	Iteration 36Q: 3 clusters Score -522163.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -522177.218750 Penalty: 2494.841797
	Iteration 37Q: 3 clusters Score -522177.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -522189.500000 Penalty: 2494.841797
	Iteration 38Q: 3 clusters Score -522189.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -522201.750000 Penalty: 2494.841797
	Iteration 39Q: 3 clusters Score -522201.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -522214.562500 Penalty: 2494.841797
	Iteration 40F: 3 clusters Score -522214.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -522224.375000 Penalty: 2494.841797
	Iteration 41Q: 3 clusters Score -522224.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -522237.531250 Penalty: 2494.841797
	Iteration 42Q: 3 clusters Score -522237.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -522255.750000 Penalty: 2494.841797
	Iteration 43Q: 3 clusters Score -522255.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -522265.843750 Penalty: 2494.841797
	Iteration 44Q: 3 clusters Score -522265.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -522269.625000 Penalty: 2494.841797
	Iteration 45Q: 3 clusters Score -522269.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -522272.031250 Penalty: 2494.841797
	Iteration 46Q: 3 clusters Score -522272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -522273.562500 Penalty: 2494.841797
	Iteration 47Q: 3 clusters Score -522273.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -522275.156250 Penalty: 2494.841797
	Iteration 48Q: 3 clusters Score -522275.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -522276.781250 Penalty: 2494.841797
	Iteration 49Q: 3 clusters Score -522276.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -522283.437500 Penalty: 2494.841797
	Iteration 50Q: 3 clusters Score -522283.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -522288.906250 Penalty: 2494.841797
	Iteration 51Q: 3 clusters Score -522288.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -522298.593750 Penalty: 2494.841797
	Iteration 52Q: 3 clusters Score -522298.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -522306.968750 Penalty: 2494.841797
	Iteration 53Q: 3 clusters Score -522307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -522312.531250 Penalty: 2494.841797
	Iteration 54Q: 3 clusters Score -522312.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -522318.156250 Penalty: 2494.841797
	Iteration 55Q: 3 clusters Score -522318.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -522321.093750 Penalty: 2494.841797
	Iteration 56Q: 3 clusters Score -522321.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -522321.781250 Penalty: 2494.841797
	Iteration 57Q: 3 clusters Score -522321.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -522322.718750 Penalty: 2494.841797
	Iteration 58Q: 3 clusters Score -522322.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -522322.718750 Penalty: 2494.841797
	Iteration 59F: 3 clusters Score -522322.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (35876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35876 members 
Entering Unmasked Estep 
Score: -4507649.000000 Penalty: 1560.588135
	Iteration 0F: 2 clusters Score -4507649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -4484179.000000 Penalty: 3121.176270
	Iteration 0F: 3 clusters Score -4484179 nChanged 16428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -4493201.500000 Penalty: 3121.176270
	Iteration 1F: 3 clusters Score -4493202 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -4493729.000000 Penalty: 3121.176270
	Iteration 2Q: 3 clusters Score -4493729 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -4494268.500000 Penalty: 3121.176270
	Iteration 3Q: 3 clusters Score -4494268 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -4494965.000000 Penalty: 3121.176270
	Iteration 4Q: 3 clusters Score -4494965 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -4495826.000000 Penalty: 3121.176270
	Iteration 5F: 3 clusters Score -4495826 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 25632 members 
Entering Unmasked Estep 
Score: -4497115.500000 Penalty: 3121.176270
	Iteration 6F: 3 clusters Score -4497116 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 28215 members 
Entering Unmasked Estep 
Score: -4499168.000000 Penalty: 3121.176270
	Iteration 7F: 3 clusters Score -4499168 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 31057 members 
Entering Unmasked Estep 
Score: -4501724.500000 Penalty: 3121.176270
	Iteration 8F: 3 clusters Score -4501724 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 33386 members 
Entering Unmasked Estep 
Score: -4504007.000000 Penalty: 3121.176270
	Iteration 9F: 3 clusters Score -4504007 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 34779 members 
Entering Unmasked Estep 
Score: -4505353.000000 Penalty: 3121.176270
	Iteration 10Q: 3 clusters Score -4505353 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 35358 members 
Entering Unmasked Estep 
Score: -4505926.000000 Penalty: 3121.176270
	Iteration 11Q: 3 clusters Score -4505926 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 35549 members 
Entering Unmasked Estep 
Score: -4506137.000000 Penalty: 3121.176270
	Iteration 12Q: 3 clusters Score -4506137 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 35610 members 
Entering Unmasked Estep 
Score: -4506233.000000 Penalty: 3121.176270
	Iteration 13Q: 3 clusters Score -4506233 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 35639 members 
Entering Unmasked Estep 
Score: -4506280.500000 Penalty: 3121.176270
	Iteration 14Q: 3 clusters Score -4506280 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 35651 members 
Entering Unmasked Estep 
Score: -4506310.500000 Penalty: 3121.176270
	Iteration 15Q: 3 clusters Score -4506310 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 35661 members 
Entering Unmasked Estep 
Score: -4506343.000000 Penalty: 3121.176270
	Iteration 16Q: 3 clusters Score -4506343 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 35665 members 
Entering Unmasked Estep 
Score: -4506360.000000 Penalty: 3121.176270
	Iteration 17Q: 3 clusters Score -4506360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 35670 members 
Entering Unmasked Estep 
Score: -4506373.000000 Penalty: 3121.176270
	Iteration 18Q: 3 clusters Score -4506373 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 35675 members 
Entering Unmasked Estep 
Score: -4506391.000000 Penalty: 3121.176270
	Iteration 19Q: 3 clusters Score -4506391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 35674 members 
Entering Unmasked Estep 
Score: -4506392.500000 Penalty: 3121.176270
	Iteration 20F: 3 clusters Score -4506392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 35674 members 
Entering Unmasked Estep 
Score: -4506392.500000 Penalty: 3121.176270
	Iteration 21Q: 3 clusters Score -4506392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 35674 members 
Entering Unmasked Estep 
Score: -4506392.500000 Penalty: 3121.176270
	Iteration 22F: 3 clusters Score -4506392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Entering Unmasked Estep 
Score: -1127674.750000 Penalty: 1353.409058
	Iteration 0F: 2 clusters Score -1127675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1121633.125000 Penalty: 2706.818115
	Iteration 0F: 3 clusters Score -1121633 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1123531.500000 Penalty: 2706.818115
	Iteration 1F: 3 clusters Score -1123532 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1123802.750000 Penalty: 2706.818115
	Iteration 2F: 3 clusters Score -1123803 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1124004.375000 Penalty: 2706.818115
	Iteration 3F: 3 clusters Score -1124004 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1124164.750000 Penalty: 2706.818115
	Iteration 4Q: 3 clusters Score -1124165 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1124267.375000 Penalty: 2706.818115
	Iteration 5Q: 3 clusters Score -1124267 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1124354.625000 Penalty: 2706.818115
	Iteration 6Q: 3 clusters Score -1124355 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1124437.125000 Penalty: 2706.818115
	Iteration 7Q: 3 clusters Score -1124437 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1124501.625000 Penalty: 2706.818115
	Iteration 8Q: 3 clusters Score -1124502 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1124552.000000 Penalty: 2706.818115
	Iteration 9Q: 3 clusters Score -1124552 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1124598.750000 Penalty: 2706.818115
	Iteration 10Q: 3 clusters Score -1124599 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1124635.250000 Penalty: 2706.818115
	Iteration 11Q: 3 clusters Score -1124635 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1124684.125000 Penalty: 2706.818115
	Iteration 12Q: 3 clusters Score -1124684 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1124721.375000 Penalty: 2706.818115
	Iteration 13Q: 3 clusters Score -1124721 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1124762.875000 Penalty: 2706.818115
	Iteration 14Q: 3 clusters Score -1124763 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1124804.750000 Penalty: 2706.818115
	Iteration 15Q: 3 clusters Score -1124805 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1124857.625000 Penalty: 2706.818115
	Iteration 16Q: 3 clusters Score -1124858 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1124912.250000 Penalty: 2706.818115
	Iteration 17Q: 3 clusters Score -1124912 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1124982.375000 Penalty: 2706.818115
	Iteration 18Q: 3 clusters Score -1124982 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1125067.750000 Penalty: 2706.818115
	Iteration 19Q: 3 clusters Score -1125068 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1125169.250000 Penalty: 2706.818115
	Iteration 20F: 3 clusters Score -1125169 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1125294.875000 Penalty: 2706.818115
	Iteration 21Q: 3 clusters Score -1125295 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1125407.500000 Penalty: 2706.818115
	Iteration 22Q: 3 clusters Score -1125408 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1125514.500000 Penalty: 2706.818115
	Iteration 23Q: 3 clusters Score -1125514 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1125611.500000 Penalty: 2706.818115
	Iteration 24Q: 3 clusters Score -1125612 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1125715.125000 Penalty: 2706.818115
	Iteration 25Q: 3 clusters Score -1125715 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1125793.875000 Penalty: 2706.818115
	Iteration 26Q: 3 clusters Score -1125794 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1125879.500000 Penalty: 2706.818115
	Iteration 27Q: 3 clusters Score -1125880 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1125978.000000 Penalty: 2706.818115
	Iteration 28Q: 3 clusters Score -1125978 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1126056.750000 Penalty: 2706.818115
	Iteration 29Q: 3 clusters Score -1126057 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1126107.125000 Penalty: 2706.818115
	Iteration 30Q: 3 clusters Score -1126107 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1126144.375000 Penalty: 2706.818115
	Iteration 31Q: 3 clusters Score -1126144 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1126174.875000 Penalty: 2706.818115
	Iteration 32Q: 3 clusters Score -1126175 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1126202.375000 Penalty: 2706.818115
	Iteration 33Q: 3 clusters Score -1126202 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1126224.625000 Penalty: 2706.818115
	Iteration 34Q: 3 clusters Score -1126225 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1126240.125000 Penalty: 2706.818115
	Iteration 35Q: 3 clusters Score -1126240 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1126254.375000 Penalty: 2706.818115
	Iteration 36Q: 3 clusters Score -1126254 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1126263.625000 Penalty: 2706.818115
	Iteration 37Q: 3 clusters Score -1126264 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1126271.625000 Penalty: 2706.818115
	Iteration 38Q: 3 clusters Score -1126272 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1126277.250000 Penalty: 2706.818115
	Iteration 39Q: 3 clusters Score -1126277 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1126285.125000 Penalty: 2706.818115
	Iteration 40F: 3 clusters Score -1126285 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1126293.375000 Penalty: 2706.818115
	Iteration 41Q: 3 clusters Score -1126293 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1126299.250000 Penalty: 2706.818115
	Iteration 42Q: 3 clusters Score -1126299 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1126304.250000 Penalty: 2706.818115
	Iteration 43Q: 3 clusters Score -1126304 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1126308.000000 Penalty: 2706.818115
	Iteration 44Q: 3 clusters Score -1126308 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1126311.625000 Penalty: 2706.818115
	Iteration 45Q: 3 clusters Score -1126312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1126315.125000 Penalty: 2706.818115
	Iteration 46Q: 3 clusters Score -1126315 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1126323.000000 Penalty: 2706.818115
	Iteration 47Q: 3 clusters Score -1126323 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1126328.875000 Penalty: 2706.818115
	Iteration 48Q: 3 clusters Score -1126329 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1126333.625000 Penalty: 2706.818115
	Iteration 49Q: 3 clusters Score -1126334 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1126337.375000 Penalty: 2706.818115
	Iteration 50Q: 3 clusters Score -1126337 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1126347.000000 Penalty: 2706.818115
	Iteration 51Q: 3 clusters Score -1126347 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1126350.625000 Penalty: 2706.818115
	Iteration 52Q: 3 clusters Score -1126351 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1126355.625000 Penalty: 2706.818115
	Iteration 53Q: 3 clusters Score -1126356 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1126358.750000 Penalty: 2706.818115
	Iteration 54Q: 3 clusters Score -1126359 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1126364.625000 Penalty: 2706.818115
	Iteration 55Q: 3 clusters Score -1126365 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1126365.000000 Penalty: 2706.818115
	Iteration 56Q: 3 clusters Score -1126365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1126365.500000 Penalty: 2706.818115
	Iteration 57Q: 3 clusters Score -1126366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1126367.125000 Penalty: 2706.818115
	Iteration 58Q: 3 clusters Score -1126367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1126367.750000 Penalty: 2706.818115
	Iteration 59Q: 3 clusters Score -1126368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1126369.375000 Penalty: 2706.818115
	Iteration 60F: 3 clusters Score -1126369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1126369.875000 Penalty: 2706.818115
	Iteration 61Q: 3 clusters Score -1126370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1126373.500000 Penalty: 2706.818115
	Iteration 62Q: 3 clusters Score -1126374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1126374.625000 Penalty: 2706.818115
	Iteration 63Q: 3 clusters Score -1126375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1126376.375000 Penalty: 2706.818115
	Iteration 64Q: 3 clusters Score -1126376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1126377.500000 Penalty: 2706.818115
	Iteration 65Q: 3 clusters Score -1126378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1126376.125000 Penalty: 2706.818115
	Iteration 66Q: 3 clusters Score -1126376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1126376.875000 Penalty: 2706.818115
	Iteration 67Q: 3 clusters Score -1126377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1126376.750000 Penalty: 2706.818115
	Iteration 68Q: 3 clusters Score -1126377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1126377.375000 Penalty: 2706.818115
	Iteration 69Q: 3 clusters Score -1126377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1126379.625000 Penalty: 2706.818115
	Iteration 70Q: 3 clusters Score -1126380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1126382.250000 Penalty: 2706.818115
	Iteration 71Q: 3 clusters Score -1126382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1126382.750000 Penalty: 2706.818115
	Iteration 72Q: 3 clusters Score -1126383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1126380.375000 Penalty: 2706.818115
	Iteration 73Q: 3 clusters Score -1126380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1126379.875000 Penalty: 2706.818115
	Iteration 74Q: 3 clusters Score -1126380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1126380.500000 Penalty: 2706.818115
	Iteration 75Q: 3 clusters Score -1126380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1126380.500000 Penalty: 2706.818115
	Iteration 76F: 3 clusters Score -1126380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Entering Unmasked Estep 
Score: -639643.000000 Penalty: 1277.453857
	Iteration 0F: 2 clusters Score -639643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -635766.062500 Penalty: 2554.907715
	Iteration 0F: 3 clusters Score -635766.1 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -636938.187500 Penalty: 2554.907715
	Iteration 1F: 3 clusters Score -636938.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -637145.250000 Penalty: 2554.907715
	Iteration 2F: 3 clusters Score -637145.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -637288.812500 Penalty: 2554.907715
	Iteration 3Q: 3 clusters Score -637288.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -637394.250000 Penalty: 2554.907715
	Iteration 4Q: 3 clusters Score -637394.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -637480.437500 Penalty: 2554.907715
	Iteration 5Q: 3 clusters Score -637480.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -637554.812500 Penalty: 2554.907715
	Iteration 6Q: 3 clusters Score -637554.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -637621.812500 Penalty: 2554.907715
	Iteration 7Q: 3 clusters Score -637621.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -637700.000000 Penalty: 2554.907715
	Iteration 8Q: 3 clusters Score -637700 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -637767.500000 Penalty: 2554.907715
	Iteration 9Q: 3 clusters Score -637767.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -637836.312500 Penalty: 2554.907715
	Iteration 10Q: 3 clusters Score -637836.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -637908.187500 Penalty: 2554.907715
	Iteration 11Q: 3 clusters Score -637908.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -638001.250000 Penalty: 2554.907715
	Iteration 12Q: 3 clusters Score -638001.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -638102.312500 Penalty: 2554.907715
	Iteration 13Q: 3 clusters Score -638102.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -638198.750000 Penalty: 2554.907715
	Iteration 14Q: 3 clusters Score -638198.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -638294.625000 Penalty: 2554.907715
	Iteration 15Q: 3 clusters Score -638294.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -638390.875000 Penalty: 2554.907715
	Iteration 16Q: 3 clusters Score -638390.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -638483.687500 Penalty: 2554.907715
	Iteration 17Q: 3 clusters Score -638483.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -638574.937500 Penalty: 2554.907715
	Iteration 18Q: 3 clusters Score -638574.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -638631.062500 Penalty: 2554.907715
	Iteration 19Q: 3 clusters Score -638631.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -638675.687500 Penalty: 2554.907715
	Iteration 20F: 3 clusters Score -638675.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -638706.687500 Penalty: 2554.907715
	Iteration 21Q: 3 clusters Score -638706.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -638730.812500 Penalty: 2554.907715
	Iteration 22Q: 3 clusters Score -638730.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -638742.062500 Penalty: 2554.907715
	Iteration 23Q: 3 clusters Score -638742.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -638759.062500 Penalty: 2554.907715
	Iteration 24Q: 3 clusters Score -638759.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -638773.500000 Penalty: 2554.907715
	Iteration 25Q: 3 clusters Score -638773.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -638793.750000 Penalty: 2554.907715
	Iteration 26Q: 3 clusters Score -638793.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -638815.125000 Penalty: 2554.907715
	Iteration 27Q: 3 clusters Score -638815.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -638837.500000 Penalty: 2554.907715
	Iteration 28Q: 3 clusters Score -638837.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -638854.875000 Penalty: 2554.907715
	Iteration 29Q: 3 clusters Score -638854.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -638872.375000 Penalty: 2554.907715
	Iteration 30Q: 3 clusters Score -638872.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -638881.812500 Penalty: 2554.907715
	Iteration 31Q: 3 clusters Score -638881.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -638889.187500 Penalty: 2554.907715
	Iteration 32Q: 3 clusters Score -638889.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -638896.625000 Penalty: 2554.907715
	Iteration 33Q: 3 clusters Score -638896.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -638905.062500 Penalty: 2554.907715
	Iteration 34Q: 3 clusters Score -638905.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -638914.562500 Penalty: 2554.907715
	Iteration 35Q: 3 clusters Score -638914.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -638923.375000 Penalty: 2554.907715
	Iteration 36Q: 3 clusters Score -638923.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -638930.187500 Penalty: 2554.907715
	Iteration 37Q: 3 clusters Score -638930.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -638934.625000 Penalty: 2554.907715
	Iteration 38Q: 3 clusters Score -638934.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -638936.312500 Penalty: 2554.907715
	Iteration 39Q: 3 clusters Score -638936.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -638939.187500 Penalty: 2554.907715
	Iteration 40F: 3 clusters Score -638939.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -638939.500000 Penalty: 2554.907715
	Iteration 41Q: 3 clusters Score -638939.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -638943.000000 Penalty: 2554.907715
	Iteration 42Q: 3 clusters Score -638943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -638944.562500 Penalty: 2554.907715
	Iteration 43Q: 3 clusters Score -638944.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -638946.312500 Penalty: 2554.907715
	Iteration 44Q: 3 clusters Score -638946.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -638946.500000 Penalty: 2554.907715
	Iteration 45Q: 3 clusters Score -638946.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -638948.375000 Penalty: 2554.907715
	Iteration 46Q: 3 clusters Score -638948.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -638948.375000 Penalty: 2554.907715
	Iteration 47F: 3 clusters Score -638948.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (22136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Entering Unmasked Estep 
Score: -2800651.000000 Penalty: 1488.738037
	Iteration 0F: 2 clusters Score -2800651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -2786166.500000 Penalty: 2977.476074
	Iteration 0F: 3 clusters Score -2786166 nChanged 9770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -2791436.250000 Penalty: 2977.476074
	Iteration 1F: 3 clusters Score -2791436 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -2791943.750000 Penalty: 2977.476074
	Iteration 2F: 3 clusters Score -2791944 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -2792414.000000 Penalty: 2977.476074
	Iteration 3F: 3 clusters Score -2792414 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -2792829.000000 Penalty: 2977.476074
	Iteration 4Q: 3 clusters Score -2792829 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -2793189.000000 Penalty: 2977.476074
	Iteration 5Q: 3 clusters Score -2793189 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -2793497.750000 Penalty: 2977.476074
	Iteration 6Q: 3 clusters Score -2793498 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -2793787.500000 Penalty: 2977.476074
	Iteration 7Q: 3 clusters Score -2793788 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -2794058.500000 Penalty: 2977.476074
	Iteration 8Q: 3 clusters Score -2794058 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -2794311.250000 Penalty: 2977.476074
	Iteration 9Q: 3 clusters Score -2794311 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -2794541.000000 Penalty: 2977.476074
	Iteration 10Q: 3 clusters Score -2794541 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -2794810.500000 Penalty: 2977.476074
	Iteration 11Q: 3 clusters Score -2794810 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -2795101.750000 Penalty: 2977.476074
	Iteration 12Q: 3 clusters Score -2795102 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -2795399.750000 Penalty: 2977.476074
	Iteration 13Q: 3 clusters Score -2795400 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -2795709.250000 Penalty: 2977.476074
	Iteration 14Q: 3 clusters Score -2795709 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -2796085.750000 Penalty: 2977.476074
	Iteration 15Q: 3 clusters Score -2796086 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -2796520.000000 Penalty: 2977.476074
	Iteration 16Q: 3 clusters Score -2796520 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -2796986.500000 Penalty: 2977.476074
	Iteration 17Q: 3 clusters Score -2796986 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -2797442.000000 Penalty: 2977.476074
	Iteration 18Q: 3 clusters Score -2797442 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -2797873.500000 Penalty: 2977.476074
	Iteration 19Q: 3 clusters Score -2797874 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -2798264.500000 Penalty: 2977.476074
	Iteration 20F: 3 clusters Score -2798264 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -2798568.000000 Penalty: 2977.476074
	Iteration 21Q: 3 clusters Score -2798568 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20293 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -2798830.750000 Penalty: 2977.476074
	Iteration 22Q: 3 clusters Score -2798831 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2799008.750000 Penalty: 2977.476074
	Iteration 23Q: 3 clusters Score -2799009 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -2799126.250000 Penalty: 2977.476074
	Iteration 24Q: 3 clusters Score -2799126 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2799215.000000 Penalty: 2977.476074
	Iteration 25Q: 3 clusters Score -2799215 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2799275.250000 Penalty: 2977.476074
	Iteration 26Q: 3 clusters Score -2799275 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2799317.250000 Penalty: 2977.476074
	Iteration 27Q: 3 clusters Score -2799317 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2799355.500000 Penalty: 2977.476074
	Iteration 28Q: 3 clusters Score -2799356 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2799388.750000 Penalty: 2977.476074
	Iteration 29Q: 3 clusters Score -2799389 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2799414.250000 Penalty: 2977.476074
	Iteration 30Q: 3 clusters Score -2799414 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2799438.750000 Penalty: 2977.476074
	Iteration 31Q: 3 clusters Score -2799439 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2799448.000000 Penalty: 2977.476074
	Iteration 32Q: 3 clusters Score -2799448 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21311 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2799464.000000 Penalty: 2977.476074
	Iteration 33Q: 3 clusters Score -2799464 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2799475.500000 Penalty: 2977.476074
	Iteration 34Q: 3 clusters Score -2799476 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21341 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2799489.000000 Penalty: 2977.476074
	Iteration 35Q: 3 clusters Score -2799489 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2799505.500000 Penalty: 2977.476074
	Iteration 36Q: 3 clusters Score -2799506 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2799518.250000 Penalty: 2977.476074
	Iteration 37Q: 3 clusters Score -2799518 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2799526.000000 Penalty: 2977.476074
	Iteration 38Q: 3 clusters Score -2799526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2799533.000000 Penalty: 2977.476074
	Iteration 39Q: 3 clusters Score -2799533 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2799541.750000 Penalty: 2977.476074
	Iteration 40F: 3 clusters Score -2799542 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2799549.750000 Penalty: 2977.476074
	Iteration 41Q: 3 clusters Score -2799550 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21431 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2799561.250000 Penalty: 2977.476074
	Iteration 42Q: 3 clusters Score -2799561 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2799568.500000 Penalty: 2977.476074
	Iteration 43Q: 3 clusters Score -2799568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2799569.750000 Penalty: 2977.476074
	Iteration 44Q: 3 clusters Score -2799570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21446 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2799575.250000 Penalty: 2977.476074
	Iteration 45Q: 3 clusters Score -2799575 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21454 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2799583.750000 Penalty: 2977.476074
	Iteration 46Q: 3 clusters Score -2799584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2799590.500000 Penalty: 2977.476074
	Iteration 47Q: 3 clusters Score -2799590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2799591.500000 Penalty: 2977.476074
	Iteration 48Q: 3 clusters Score -2799592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21462 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2799589.500000 Penalty: 2977.476074
	Iteration 49Q: 3 clusters Score -2799590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21462 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2799589.500000 Penalty: 2977.476074
	Iteration 50F: 3 clusters Score -2799590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Entering Unmasked Estep 
Score: -651534.625000 Penalty: 1283.128296
	Iteration 0F: 2 clusters Score -651534.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -647507.250000 Penalty: 2566.256592
	Iteration 0F: 3 clusters Score -647507.2 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -648726.750000 Penalty: 2566.256592
	Iteration 1F: 3 clusters Score -648726.8 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -649006.062500 Penalty: 2566.256592
	Iteration 2F: 3 clusters Score -649006.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -649188.062500 Penalty: 2566.256592
	Iteration 3F: 3 clusters Score -649188.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -649311.625000 Penalty: 2566.256592
	Iteration 4Q: 3 clusters Score -649311.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -649426.937500 Penalty: 2566.256592
	Iteration 5Q: 3 clusters Score -649426.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -649524.687500 Penalty: 2566.256592
	Iteration 6Q: 3 clusters Score -649524.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -649623.312500 Penalty: 2566.256592
	Iteration 7Q: 3 clusters Score -649623.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -649738.187500 Penalty: 2566.256592
	Iteration 8Q: 3 clusters Score -649738.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -649887.187500 Penalty: 2566.256592
	Iteration 9Q: 3 clusters Score -649887.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -650033.062500 Penalty: 2566.256592
	Iteration 10Q: 3 clusters Score -650033.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -650179.687500 Penalty: 2566.256592
	Iteration 11Q: 3 clusters Score -650179.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -650315.812500 Penalty: 2566.256592
	Iteration 12Q: 3 clusters Score -650315.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -650427.437500 Penalty: 2566.256592
	Iteration 13Q: 3 clusters Score -650427.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -650519.250000 Penalty: 2566.256592
	Iteration 14Q: 3 clusters Score -650519.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -650587.250000 Penalty: 2566.256592
	Iteration 15Q: 3 clusters Score -650587.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -650642.875000 Penalty: 2566.256592
	Iteration 16Q: 3 clusters Score -650642.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -650676.375000 Penalty: 2566.256592
	Iteration 17Q: 3 clusters Score -650676.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -650707.000000 Penalty: 2566.256592
	Iteration 18Q: 3 clusters Score -650707 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -650735.375000 Penalty: 2566.256592
	Iteration 19Q: 3 clusters Score -650735.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -650752.187500 Penalty: 2566.256592
	Iteration 20F: 3 clusters Score -650752.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -650772.000000 Penalty: 2566.256592
	Iteration 21Q: 3 clusters Score -650772 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -650793.125000 Penalty: 2566.256592
	Iteration 22Q: 3 clusters Score -650793.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -650808.500000 Penalty: 2566.256592
	Iteration 23Q: 3 clusters Score -650808.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -650822.875000 Penalty: 2566.256592
	Iteration 24Q: 3 clusters Score -650822.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -650840.625000 Penalty: 2566.256592
	Iteration 25Q: 3 clusters Score -650840.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -650854.812500 Penalty: 2566.256592
	Iteration 26Q: 3 clusters Score -650854.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -650866.187500 Penalty: 2566.256592
	Iteration 27Q: 3 clusters Score -650866.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -650875.875000 Penalty: 2566.256592
	Iteration 28Q: 3 clusters Score -650875.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -650880.750000 Penalty: 2566.256592
	Iteration 29Q: 3 clusters Score -650880.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -650884.312500 Penalty: 2566.256592
	Iteration 30Q: 3 clusters Score -650884.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -650889.375000 Penalty: 2566.256592
	Iteration 31Q: 3 clusters Score -650889.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -650892.250000 Penalty: 2566.256592
	Iteration 32Q: 3 clusters Score -650892.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -650896.437500 Penalty: 2566.256592
	Iteration 33Q: 3 clusters Score -650896.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -650899.375000 Penalty: 2566.256592
	Iteration 34Q: 3 clusters Score -650899.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -650901.937500 Penalty: 2566.256592
	Iteration 35Q: 3 clusters Score -650901.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -650904.125000 Penalty: 2566.256592
	Iteration 36Q: 3 clusters Score -650904.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -650904.125000 Penalty: 2566.256592
	Iteration 37Q: 3 clusters Score -650904.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -650904.937500 Penalty: 2566.256592
	Iteration 38Q: 3 clusters Score -650904.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -650904.937500 Penalty: 2566.256592
	Iteration 39F: 3 clusters Score -650904.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (15813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Entering Unmasked Estep 
Score: -1906091.250000 Penalty: 1438.685913
	Iteration 0F: 2 clusters Score -1906091 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1895786.500000 Penalty: 2877.371826
	Iteration 0F: 3 clusters Score -1895786 nChanged 6727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1899490.000000 Penalty: 2877.371826
	Iteration 1F: 3 clusters Score -1899490 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1899842.125000 Penalty: 2877.371826
	Iteration 2F: 3 clusters Score -1899842 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1900096.250000 Penalty: 2877.371826
	Iteration 3Q: 3 clusters Score -1900096 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1900319.250000 Penalty: 2877.371826
	Iteration 4Q: 3 clusters Score -1900319 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1900519.375000 Penalty: 2877.371826
	Iteration 5Q: 3 clusters Score -1900519 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1900724.125000 Penalty: 2877.371826
	Iteration 6Q: 3 clusters Score -1900724 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1900950.500000 Penalty: 2877.371826
	Iteration 7Q: 3 clusters Score -1900950 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1901220.625000 Penalty: 2877.371826
	Iteration 8Q: 3 clusters Score -1901221 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -1901524.875000 Penalty: 2877.371826
	Iteration 9Q: 3 clusters Score -1901525 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -1901872.125000 Penalty: 2877.371826
	Iteration 10Q: 3 clusters Score -1901872 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -1902274.500000 Penalty: 2877.371826
	Iteration 11Q: 3 clusters Score -1902274 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -1902690.125000 Penalty: 2877.371826
	Iteration 12Q: 3 clusters Score -1902690 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -1903153.500000 Penalty: 2877.371826
	Iteration 13Q: 3 clusters Score -1903154 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -1903599.500000 Penalty: 2877.371826
	Iteration 14Q: 3 clusters Score -1903600 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -1903961.500000 Penalty: 2877.371826
	Iteration 15Q: 3 clusters Score -1903962 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -1904263.375000 Penalty: 2877.371826
	Iteration 16Q: 3 clusters Score -1904263 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -1904459.500000 Penalty: 2877.371826
	Iteration 17Q: 3 clusters Score -1904460 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -1904619.250000 Penalty: 2877.371826
	Iteration 18Q: 3 clusters Score -1904619 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -1904732.625000 Penalty: 2877.371826
	Iteration 19Q: 3 clusters Score -1904733 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -1904813.250000 Penalty: 2877.371826
	Iteration 20F: 3 clusters Score -1904813 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -1904849.625000 Penalty: 2877.371826
	Iteration 21Q: 3 clusters Score -1904850 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -1904876.875000 Penalty: 2877.371826
	Iteration 22Q: 3 clusters Score -1904877 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -1904898.375000 Penalty: 2877.371826
	Iteration 23Q: 3 clusters Score -1904898 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -1904910.750000 Penalty: 2877.371826
	Iteration 24Q: 3 clusters Score -1904911 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -1904914.500000 Penalty: 2877.371826
	Iteration 25Q: 3 clusters Score -1904914 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -1904924.000000 Penalty: 2877.371826
	Iteration 26Q: 3 clusters Score -1904924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -1904934.375000 Penalty: 2877.371826
	Iteration 27Q: 3 clusters Score -1904934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -1904939.750000 Penalty: 2877.371826
	Iteration 28Q: 3 clusters Score -1904940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -1904941.250000 Penalty: 2877.371826
	Iteration 29Q: 3 clusters Score -1904941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -1904942.750000 Penalty: 2877.371826
	Iteration 30Q: 3 clusters Score -1904943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -1904943.625000 Penalty: 2877.371826
	Iteration 31Q: 3 clusters Score -1904944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -1904945.250000 Penalty: 2877.371826
	Iteration 32Q: 3 clusters Score -1904945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -1904946.625000 Penalty: 2877.371826
	Iteration 33Q: 3 clusters Score -1904947 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -1904947.000000 Penalty: 2877.371826
	Iteration 34Q: 3 clusters Score -1904947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -1904950.625000 Penalty: 2877.371826
	Iteration 35Q: 3 clusters Score -1904951 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -1904951.625000 Penalty: 2877.371826
	Iteration 36Q: 3 clusters Score -1904952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -1904957.000000 Penalty: 2877.371826
	Iteration 37Q: 3 clusters Score -1904957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -1904960.625000 Penalty: 2877.371826
	Iteration 38Q: 3 clusters Score -1904961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -1904959.875000 Penalty: 2877.371826
	Iteration 39Q: 3 clusters Score -1904960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -1904959.750000 Penalty: 2877.371826
	Iteration 40F: 3 clusters Score -1904960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -1904959.125000 Penalty: 2877.371826
	Iteration 41Q: 3 clusters Score -1904959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -1904960.125000 Penalty: 2877.371826
	Iteration 42Q: 3 clusters Score -1904960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -1904960.875000 Penalty: 2877.371826
	Iteration 43Q: 3 clusters Score -1904961 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -1904960.875000 Penalty: 2877.371826
	Iteration 44F: 3 clusters Score -1904961 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Entering Unmasked Estep 
Score: -32865.406250 Penalty: 871.660461
	Iteration 0F: 2 clusters Score -32865.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -32080.701172 Penalty: 1743.320923
	Iteration 0F: 3 clusters Score -32080.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -32185.953125 Penalty: 1743.320923
	Iteration 1F: 3 clusters Score -32185.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -32238.857422 Penalty: 1743.320923
	Iteration 2Q: 3 clusters Score -32238.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -32242.478516 Penalty: 1743.320923
	Iteration 3Q: 3 clusters Score -32242.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -32244.281250 Penalty: 1743.320923
	Iteration 4Q: 3 clusters Score -32244.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -32244.281250 Penalty: 1743.320923
	Iteration 5F: 3 clusters Score -32244.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (51732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51732 members 
Entering Unmasked Estep 
Score: -6577394.000000 Penalty: 1615.050293
	Iteration 0F: 2 clusters Score -6577394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25578 members 
Mstep: Class 2 contains 26154 members 
Entering Unmasked Estep 
Score: -6544547.000000 Penalty: 3230.100586
	Iteration 0F: 3 clusters Score -6544547 nChanged 23823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23333 members 
Mstep: Class 2 contains 28399 members 
Entering Unmasked Estep 
Score: -6558127.500000 Penalty: 3230.100586
	Iteration 1F: 3 clusters Score -6558128 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 29896 members 
Entering Unmasked Estep 
Score: -6559009.500000 Penalty: 3230.100586
	Iteration 2Q: 3 clusters Score -6559010 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 32033 members 
Entering Unmasked Estep 
Score: -6560174.000000 Penalty: 3230.100586
	Iteration 3Q: 3 clusters Score -6560174 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 34982 members 
Entering Unmasked Estep 
Score: -6562024.500000 Penalty: 3230.100586
	Iteration 4F: 3 clusters Score -6562024 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 38811 members 
Entering Unmasked Estep 
Score: -6564878.500000 Penalty: 3230.100586
	Iteration 5F: 3 clusters Score -6564878 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 43084 members 
Entering Unmasked Estep 
Score: -6568398.000000 Penalty: 3230.100586
	Iteration 6F: 3 clusters Score -6568398 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 46849 members 
Entering Unmasked Estep 
Score: -6571733.500000 Penalty: 3230.100586
	Iteration 7F: 3 clusters Score -6571734 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 49420 members 
Entering Unmasked Estep 
Score: -6574049.500000 Penalty: 3230.100586
	Iteration 8Q: 3 clusters Score -6574050 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 50656 members 
Entering Unmasked Estep 
Score: -6575180.000000 Penalty: 3230.100586
	Iteration 9Q: 3 clusters Score -6575180 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 51128 members 
Entering Unmasked Estep 
Score: -6575655.000000 Penalty: 3230.100586
	Iteration 10Q: 3 clusters Score -6575655 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 51297 members 
Entering Unmasked Estep 
Score: -6575857.000000 Penalty: 3230.100586
	Iteration 11Q: 3 clusters Score -6575857 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 51364 members 
Entering Unmasked Estep 
Score: -6575931.500000 Penalty: 3230.100586
	Iteration 12Q: 3 clusters Score -6575932 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 51402 members 
Entering Unmasked Estep 
Score: -6575983.000000 Penalty: 3230.100586
	Iteration 13Q: 3 clusters Score -6575983 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 51421 members 
Entering Unmasked Estep 
Score: -6576005.500000 Penalty: 3230.100586
	Iteration 14Q: 3 clusters Score -6576006 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 51428 members 
Entering Unmasked Estep 
Score: -6576023.000000 Penalty: 3230.100586
	Iteration 15Q: 3 clusters Score -6576023 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 51432 members 
Entering Unmasked Estep 
Score: -6576030.000000 Penalty: 3230.100586
	Iteration 16Q: 3 clusters Score -6576030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 51434 members 
Entering Unmasked Estep 
Score: -6576033.000000 Penalty: 3230.100586
	Iteration 17Q: 3 clusters Score -6576033 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 51440 members 
Entering Unmasked Estep 
Score: -6576053.500000 Penalty: 3230.100586
	Iteration 18Q: 3 clusters Score -6576054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 51443 members 
Entering Unmasked Estep 
Score: -6576053.000000 Penalty: 3230.100586
	Iteration 19Q: 3 clusters Score -6576053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 51445 members 
Entering Unmasked Estep 
Score: -6576056.000000 Penalty: 3230.100586
	Iteration 20F: 3 clusters Score -6576056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 51446 members 
Entering Unmasked Estep 
Score: -6576061.000000 Penalty: 3230.100586
	Iteration 21Q: 3 clusters Score -6576061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 51448 members 
Entering Unmasked Estep 
Score: -6576064.500000 Penalty: 3230.100586
	Iteration 22Q: 3 clusters Score -6576064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 51448 members 
Entering Unmasked Estep 
Score: -6576070.000000 Penalty: 3230.100586
	Iteration 23Q: 3 clusters Score -6576070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 51448 members 
Entering Unmasked Estep 
Score: -6576067.000000 Penalty: 3230.100586
	Iteration 24Q: 3 clusters Score -6576067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 51448 members 
Entering Unmasked Estep 
Score: -6576067.000000 Penalty: 3230.100586
	Iteration 25F: 3 clusters Score -6576067 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -558088.125000 Penalty: 1261.562866
	Iteration 0F: 2 clusters Score -558088.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -554571.437500 Penalty: 2523.125732
	Iteration 0F: 3 clusters Score -554571.4 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -555634.000000 Penalty: 2523.125732
	Iteration 1F: 3 clusters Score -555634 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -555874.875000 Penalty: 2523.125732
	Iteration 2F: 3 clusters Score -555874.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -556073.125000 Penalty: 2523.125732
	Iteration 3F: 3 clusters Score -556073.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -556241.250000 Penalty: 2523.125732
	Iteration 4Q: 3 clusters Score -556241.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -556374.625000 Penalty: 2523.125732
	Iteration 5Q: 3 clusters Score -556374.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -556479.250000 Penalty: 2523.125732
	Iteration 6Q: 3 clusters Score -556479.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -556542.750000 Penalty: 2523.125732
	Iteration 7Q: 3 clusters Score -556542.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -556591.437500 Penalty: 2523.125732
	Iteration 8Q: 3 clusters Score -556591.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -556641.500000 Penalty: 2523.125732
	Iteration 9Q: 3 clusters Score -556641.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -556689.875000 Penalty: 2523.125732
	Iteration 10Q: 3 clusters Score -556689.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -556744.062500 Penalty: 2523.125732
	Iteration 11Q: 3 clusters Score -556744.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -556813.000000 Penalty: 2523.125732
	Iteration 12Q: 3 clusters Score -556813 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -556893.625000 Penalty: 2523.125732
	Iteration 13Q: 3 clusters Score -556893.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -556987.187500 Penalty: 2523.125732
	Iteration 14Q: 3 clusters Score -556987.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -557082.062500 Penalty: 2523.125732
	Iteration 15Q: 3 clusters Score -557082.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -557200.187500 Penalty: 2523.125732
	Iteration 16Q: 3 clusters Score -557200.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -557293.937500 Penalty: 2523.125732
	Iteration 17Q: 3 clusters Score -557293.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -557360.750000 Penalty: 2523.125732
	Iteration 18Q: 3 clusters Score -557360.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -557407.375000 Penalty: 2523.125732
	Iteration 19Q: 3 clusters Score -557407.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -557451.187500 Penalty: 2523.125732
	Iteration 20F: 3 clusters Score -557451.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -557484.625000 Penalty: 2523.125732
	Iteration 21Q: 3 clusters Score -557484.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -557502.062500 Penalty: 2523.125732
	Iteration 22Q: 3 clusters Score -557502.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -557523.125000 Penalty: 2523.125732
	Iteration 23Q: 3 clusters Score -557523.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -557540.062500 Penalty: 2523.125732
	Iteration 24Q: 3 clusters Score -557540.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -557555.375000 Penalty: 2523.125732
	Iteration 25Q: 3 clusters Score -557555.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -557569.187500 Penalty: 2523.125732
	Iteration 26Q: 3 clusters Score -557569.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -557577.000000 Penalty: 2523.125732
	Iteration 27Q: 3 clusters Score -557577 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -557582.750000 Penalty: 2523.125732
	Iteration 28Q: 3 clusters Score -557582.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -557589.875000 Penalty: 2523.125732
	Iteration 29Q: 3 clusters Score -557589.9 nChanged 17
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: -557596.312500 Penalty: 2523.125732
	Iteration 30Q: 3 clusters Score -557596.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -557600.500000 Penalty: 2523.125732
	Iteration 31Q: 3 clusters Score -557600.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -557607.312500 Penalty: 2523.125732
	Iteration 32Q: 3 clusters Score -557607.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -557610.625000 Penalty: 2523.125732
	Iteration 33Q: 3 clusters Score -557610.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -557612.937500 Penalty: 2523.125732
	Iteration 34Q: 3 clusters Score -557612.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -557615.250000 Penalty: 2523.125732
	Iteration 35Q: 3 clusters Score -557615.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -557617.312500 Penalty: 2523.125732
	Iteration 36Q: 3 clusters Score -557617.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -557619.000000 Penalty: 2523.125732
	Iteration 37Q: 3 clusters Score -557619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -557618.125000 Penalty: 2523.125732
	Iteration 38Q: 3 clusters Score -557618.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -557619.812500 Penalty: 2523.125732
	Iteration 39Q: 3 clusters Score -557619.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -557620.875000 Penalty: 2523.125732
	Iteration 40F: 3 clusters Score -557620.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -557622.875000 Penalty: 2523.125732
	Iteration 41Q: 3 clusters Score -557622.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -557623.937500 Penalty: 2523.125732
	Iteration 42Q: 3 clusters Score -557623.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -557625.125000 Penalty: 2523.125732
	Iteration 43Q: 3 clusters Score -557625.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -557627.812500 Penalty: 2523.125732
	Iteration 44Q: 3 clusters Score -557627.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -557630.312500 Penalty: 2523.125732
	Iteration 45Q: 3 clusters Score -557630.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -557632.875000 Penalty: 2523.125732
	Iteration 46Q: 3 clusters Score -557632.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -557635.500000 Penalty: 2523.125732
	Iteration 47Q: 3 clusters Score -557635.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -557644.187500 Penalty: 2523.125732
	Iteration 48Q: 3 clusters Score -557644.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -557646.500000 Penalty: 2523.125732
	Iteration 49Q: 3 clusters Score -557646.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -557648.000000 Penalty: 2523.125732
	Iteration 50Q: 3 clusters Score -557648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -557651.062500 Penalty: 2523.125732
	Iteration 51Q: 3 clusters Score -557651.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -557653.437500 Penalty: 2523.125732
	Iteration 52Q: 3 clusters Score -557653.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -557657.125000 Penalty: 2523.125732
	Iteration 53Q: 3 clusters Score -557657.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -557661.000000 Penalty: 2523.125732
	Iteration 54Q: 3 clusters Score -557661 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -557667.187500 Penalty: 2523.125732
	Iteration 55Q: 3 clusters Score -557667.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -557668.375000 Penalty: 2523.125732
	Iteration 56Q: 3 clusters Score -557668.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -557669.562500 Penalty: 2523.125732
	Iteration 57Q: 3 clusters Score -557669.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -557671.062500 Penalty: 2523.125732
	Iteration 58Q: 3 clusters Score -557671.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -557670.812500 Penalty: 2523.125732
	Iteration 59Q: 3 clusters Score -557670.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -557671.437500 Penalty: 2523.125732
	Iteration 60F: 3 clusters Score -557671.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -557671.312500 Penalty: 2523.125732
	Iteration 61Q: 3 clusters Score -557671.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -557671.125000 Penalty: 2523.125732
	Iteration 62Q: 3 clusters Score -557671.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -557671.125000 Penalty: 2523.125732
	Iteration 63F: 3 clusters Score -557671.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Entering Unmasked Estep 
Score: -14699.613281 Penalty: 804.587158
	Iteration 0F: 2 clusters Score -14699.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -14138.721680 Penalty: 1609.174316
	Iteration 0F: 3 clusters Score -14138.72 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -14261.750977 Penalty: 1609.174316
	Iteration 1F: 3 clusters Score -14261.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -14279.424805 Penalty: 1609.174316
	Iteration 2Q: 3 clusters Score -14279.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -14283.974609 Penalty: 1609.174316
	Iteration 3Q: 3 clusters Score -14283.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -14283.974609 Penalty: 1609.174316
	Iteration 4F: 3 clusters Score -14283.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (34988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34988 members 
Entering Unmasked Estep 
Score: -4424964.500000 Penalty: 1556.858765
	Iteration 0F: 2 clusters Score -4424964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -4402221.000000 Penalty: 3113.717529
	Iteration 0F: 3 clusters Score -4402221 nChanged 15829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -4410778.000000 Penalty: 3113.717529
	Iteration 1F: 3 clusters Score -4410778 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -4411188.500000 Penalty: 3113.717529
	Iteration 2Q: 3 clusters Score -4411188 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -4411605.500000 Penalty: 3113.717529
	Iteration 3Q: 3 clusters Score -4411606 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -4412093.000000 Penalty: 3113.717529
	Iteration 4Q: 3 clusters Score -4412093 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -4412849.500000 Penalty: 3113.717529
	Iteration 5Q: 3 clusters Score -4412850 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23521 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -4414025.000000 Penalty: 3113.717529
	Iteration 6F: 3 clusters Score -4414025 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25983 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -4415928.000000 Penalty: 3113.717529
	Iteration 7F: 3 clusters Score -4415928 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28677 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -4418222.000000 Penalty: 3113.717529
	Iteration 8F: 3 clusters Score -4418222 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31043 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -4420360.500000 Penalty: 3113.717529
	Iteration 9F: 3 clusters Score -4420360 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32721 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -4421885.000000 Penalty: 3113.717529
	Iteration 10Q: 3 clusters Score -4421885 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33707 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -4422762.000000 Penalty: 3113.717529
	Iteration 11Q: 3 clusters Score -4422762 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34186 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -4423206.000000 Penalty: 3113.717529
	Iteration 12Q: 3 clusters Score -4423206 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34405 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -4423422.000000 Penalty: 3113.717529
	Iteration 13Q: 3 clusters Score -4423422 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34503 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -4423523.000000 Penalty: 3113.717529
	Iteration 14Q: 3 clusters Score -4423523 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34564 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -4423588.000000 Penalty: 3113.717529
	Iteration 15Q: 3 clusters Score -4423588 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34593 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -4423630.500000 Penalty: 3113.717529
	Iteration 16Q: 3 clusters Score -4423630 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34613 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -4423664.500000 Penalty: 3113.717529
	Iteration 17Q: 3 clusters Score -4423664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34619 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -4423670.500000 Penalty: 3113.717529
	Iteration 18Q: 3 clusters Score -4423670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34623 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -4423676.000000 Penalty: 3113.717529
	Iteration 19Q: 3 clusters Score -4423676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34626 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -4423685.000000 Penalty: 3113.717529
	Iteration 20F: 3 clusters Score -4423685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34634 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -4423695.000000 Penalty: 3113.717529
	Iteration 21Q: 3 clusters Score -4423695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34634 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -4423695.500000 Penalty: 3113.717529
	Iteration 22Q: 3 clusters Score -4423696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34638 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -4423702.000000 Penalty: 3113.717529
	Iteration 23Q: 3 clusters Score -4423702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34640 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -4423699.500000 Penalty: 3113.717529
	Iteration 24Q: 3 clusters Score -4423700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34641 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -4423699.500000 Penalty: 3113.717529
	Iteration 25Q: 3 clusters Score -4423700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34642 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -4423703.000000 Penalty: 3113.717529
	Iteration 26Q: 3 clusters Score -4423703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34643 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -4423706.500000 Penalty: 3113.717529
	Iteration 27Q: 3 clusters Score -4423706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34644 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -4423704.500000 Penalty: 3113.717529
	Iteration 28Q: 3 clusters Score -4423704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34645 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -4423708.500000 Penalty: 3113.717529
	Iteration 29Q: 3 clusters Score -4423708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34645 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -4423708.500000 Penalty: 3113.717529
	Iteration 30F: 3 clusters Score -4423708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (21757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Entering Unmasked Estep 
Score: -2765640.000000 Penalty: 1486.168457
	Iteration 0F: 2 clusters Score -2765640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -2751499.500000 Penalty: 2972.336914
	Iteration 0F: 3 clusters Score -2751500 nChanged 9574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -2756495.250000 Penalty: 2972.336914
	Iteration 1F: 3 clusters Score -2756495 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -2756927.750000 Penalty: 2972.336914
	Iteration 2F: 3 clusters Score -2756928 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -2757405.250000 Penalty: 2972.336914
	Iteration 3Q: 3 clusters Score -2757405 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -2757999.500000 Penalty: 2972.336914
	Iteration 4F: 3 clusters Score -2758000 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -2758791.000000 Penalty: 2972.336914
	Iteration 5F: 3 clusters Score -2758791 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -2759882.250000 Penalty: 2972.336914
	Iteration 6F: 3 clusters Score -2759882 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -2761178.000000 Penalty: 2972.336914
	Iteration 7F: 3 clusters Score -2761178 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -2762379.000000 Penalty: 2972.336914
	Iteration 8F: 3 clusters Score -2762379 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2763234.750000 Penalty: 2972.336914
	Iteration 9Q: 3 clusters Score -2763235 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2763777.250000 Penalty: 2972.336914
	Iteration 10Q: 3 clusters Score -2763777 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2764107.750000 Penalty: 2972.336914
	Iteration 11Q: 3 clusters Score -2764108 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2764252.750000 Penalty: 2972.336914
	Iteration 12Q: 3 clusters Score -2764253 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21313 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2764342.750000 Penalty: 2972.336914
	Iteration 13Q: 3 clusters Score -2764343 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21353 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2764382.250000 Penalty: 2972.336914
	Iteration 14Q: 3 clusters Score -2764382 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2764432.000000 Penalty: 2972.336914
	Iteration 15Q: 3 clusters Score -2764432 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2764455.500000 Penalty: 2972.336914
	Iteration 16Q: 3 clusters Score -2764456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2764464.250000 Penalty: 2972.336914
	Iteration 17Q: 3 clusters Score -2764464 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21431 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2764483.750000 Penalty: 2972.336914
	Iteration 18Q: 3 clusters Score -2764484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21436 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2764492.000000 Penalty: 2972.336914
	Iteration 19Q: 3 clusters Score -2764492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2764494.250000 Penalty: 2972.336914
	Iteration 20F: 3 clusters Score -2764494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21439 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2764492.000000 Penalty: 2972.336914
	Iteration 21Q: 3 clusters Score -2764492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21440 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2764496.750000 Penalty: 2972.336914
	Iteration 22Q: 3 clusters Score -2764497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21440 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2764496.750000 Penalty: 2972.336914
	Iteration 23F: 3 clusters Score -2764497 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Entering Unmasked Estep 
Score: -21853.011719 Penalty: 817.367554
	Iteration 0F: 2 clusters Score -21853.01 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 126 members 
Entering Unmasked Estep 
Score: -21224.734375 Penalty: 1634.735107
	Iteration 0F: 3 clusters Score -21224.73 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -21316.675781 Penalty: 1634.735107
	Iteration 1F: 3 clusters Score -21316.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -21352.037109 Penalty: 1634.735107
	Iteration 2Q: 3 clusters Score -21352.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -21369.513672 Penalty: 1634.735107
	Iteration 3Q: 3 clusters Score -21369.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -21378.667969 Penalty: 1634.735107
	Iteration 4Q: 3 clusters Score -21378.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -21381.240234 Penalty: 1634.735107
	Iteration 5Q: 3 clusters Score -21381.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -21381.240234 Penalty: 1634.735107
	Iteration 6F: 3 clusters Score -21381.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (43451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43451 members 
Entering Unmasked Estep 
Score: -5520741.000000 Penalty: 1589.093140
	Iteration 0F: 2 clusters Score -5520741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -5492671.500000 Penalty: 3178.186279
	Iteration 0F: 3 clusters Score -5492672 nChanged 19853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -5503723.500000 Penalty: 3178.186279
	Iteration 1F: 3 clusters Score -5503724 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20538 members 
Mstep: Class 2 contains 22913 members 
Entering Unmasked Estep 
Score: -5504247.500000 Penalty: 3178.186279
	Iteration 2Q: 3 clusters Score -5504248 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19964 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -5504756.000000 Penalty: 3178.186279
	Iteration 3Q: 3 clusters Score -5504756 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 24308 members 
Entering Unmasked Estep 
Score: -5505353.500000 Penalty: 3178.186279
	Iteration 4Q: 3 clusters Score -5505354 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 25370 members 
Entering Unmasked Estep 
Score: -5506086.000000 Penalty: 3178.186279
	Iteration 5Q: 3 clusters Score -5506086 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 26872 members 
Entering Unmasked Estep 
Score: -5506999.000000 Penalty: 3178.186279
	Iteration 6Q: 3 clusters Score -5506999 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 28837 members 
Entering Unmasked Estep 
Score: -5508216.500000 Penalty: 3178.186279
	Iteration 7F: 3 clusters Score -5508216 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 31262 members 
Entering Unmasked Estep 
Score: -5509885.500000 Penalty: 3178.186279
	Iteration 8F: 3 clusters Score -5509886 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 33962 members 
Entering Unmasked Estep 
Score: -5511808.000000 Penalty: 3178.186279
	Iteration 9F: 3 clusters Score -5511808 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 36658 members 
Entering Unmasked Estep 
Score: -5513896.000000 Penalty: 3178.186279
	Iteration 10F: 3 clusters Score -5513896 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 39111 members 
Entering Unmasked Estep 
Score: -5515906.000000 Penalty: 3178.186279
	Iteration 11F: 3 clusters Score -5515906 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 40930 members 
Entering Unmasked Estep 
Score: -5517473.000000 Penalty: 3178.186279
	Iteration 12Q: 3 clusters Score -5517473 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 42087 members 
Entering Unmasked Estep 
Score: -5518444.000000 Penalty: 3178.186279
	Iteration 13Q: 3 clusters Score -5518444 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 42677 members 
Entering Unmasked Estep 
Score: -5518907.500000 Penalty: 3178.186279
	Iteration 14Q: 3 clusters Score -5518908 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 42946 members 
Entering Unmasked Estep 
Score: -5519155.000000 Penalty: 3178.186279
	Iteration 15Q: 3 clusters Score -5519155 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 43055 members 
Entering Unmasked Estep 
Score: -5519245.000000 Penalty: 3178.186279
	Iteration 16Q: 3 clusters Score -5519245 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 43112 members 
Entering Unmasked Estep 
Score: -5519323.500000 Penalty: 3178.186279
	Iteration 17Q: 3 clusters Score -5519324 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 43141 members 
Entering Unmasked Estep 
Score: -5519370.000000 Penalty: 3178.186279
	Iteration 18Q: 3 clusters Score -5519370 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 43161 members 
Entering Unmasked Estep 
Score: -5519407.500000 Penalty: 3178.186279
	Iteration 19Q: 3 clusters Score -5519408 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 43174 members 
Entering Unmasked Estep 
Score: -5519427.000000 Penalty: 3178.186279
	Iteration 20F: 3 clusters Score -5519427 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 43184 members 
Entering Unmasked Estep 
Score: -5519441.000000 Penalty: 3178.186279
	Iteration 21Q: 3 clusters Score -5519441 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 43192 members 
Entering Unmasked Estep 
Score: -5519466.000000 Penalty: 3178.186279
	Iteration 22Q: 3 clusters Score -5519466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 43198 members 
Entering Unmasked Estep 
Score: -5519464.500000 Penalty: 3178.186279
	Iteration 23Q: 3 clusters Score -5519464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 43202 members 
Entering Unmasked Estep 
Score: -5519471.000000 Penalty: 3178.186279
	Iteration 24Q: 3 clusters Score -5519471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 43203 members 
Entering Unmasked Estep 
Score: -5519471.500000 Penalty: 3178.186279
	Iteration 25Q: 3 clusters Score -5519472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 43205 members 
Entering Unmasked Estep 
Score: -5519476.500000 Penalty: 3178.186279
	Iteration 26Q: 3 clusters Score -5519476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 43205 members 
Entering Unmasked Estep 
Score: -5519476.500000 Penalty: 3178.186279
	Iteration 27F: 3 clusters Score -5519476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (7006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Entering Unmasked Estep 
Score: -886427.250000 Penalty: 1317.552856
	Iteration 0F: 2 clusters Score -886427.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -881449.750000 Penalty: 2635.105713
	Iteration 0F: 3 clusters Score -881449.8 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -883041.812500 Penalty: 2635.105713
	Iteration 1F: 3 clusters Score -883041.8 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -883289.187500 Penalty: 2635.105713
	Iteration 2F: 3 clusters Score -883289.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -883448.437500 Penalty: 2635.105713
	Iteration 3Q: 3 clusters Score -883448.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -883581.000000 Penalty: 2635.105713
	Iteration 4Q: 3 clusters Score -883581 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -883670.187500 Penalty: 2635.105713
	Iteration 5Q: 3 clusters Score -883670.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -883744.937500 Penalty: 2635.105713
	Iteration 6Q: 3 clusters Score -883744.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -883814.250000 Penalty: 2635.105713
	Iteration 7Q: 3 clusters Score -883814.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -883871.437500 Penalty: 2635.105713
	Iteration 8Q: 3 clusters Score -883871.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -883915.437500 Penalty: 2635.105713
	Iteration 9Q: 3 clusters Score -883915.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -883959.562500 Penalty: 2635.105713
	Iteration 10Q: 3 clusters Score -883959.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -884001.312500 Penalty: 2635.105713
	Iteration 11Q: 3 clusters Score -884001.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -884048.312500 Penalty: 2635.105713
	Iteration 12Q: 3 clusters Score -884048.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -884086.812500 Penalty: 2635.105713
	Iteration 13Q: 3 clusters Score -884086.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -884134.687500 Penalty: 2635.105713
	Iteration 14Q: 3 clusters Score -884134.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -884192.625000 Penalty: 2635.105713
	Iteration 15Q: 3 clusters Score -884192.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -884244.500000 Penalty: 2635.105713
	Iteration 16Q: 3 clusters Score -884244.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -884288.375000 Penalty: 2635.105713
	Iteration 17Q: 3 clusters Score -884288.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -884333.250000 Penalty: 2635.105713
	Iteration 18Q: 3 clusters Score -884333.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -884375.187500 Penalty: 2635.105713
	Iteration 19Q: 3 clusters Score -884375.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -884428.312500 Penalty: 2635.105713
	Iteration 20F: 3 clusters Score -884428.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -884490.875000 Penalty: 2635.105713
	Iteration 21Q: 3 clusters Score -884490.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -884552.937500 Penalty: 2635.105713
	Iteration 22Q: 3 clusters Score -884552.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -884618.437500 Penalty: 2635.105713
	Iteration 23Q: 3 clusters Score -884618.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -884671.562500 Penalty: 2635.105713
	Iteration 24Q: 3 clusters Score -884671.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -884723.312500 Penalty: 2635.105713
	Iteration 25Q: 3 clusters Score -884723.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -884764.875000 Penalty: 2635.105713
	Iteration 26Q: 3 clusters Score -884764.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -884800.875000 Penalty: 2635.105713
	Iteration 27Q: 3 clusters Score -884800.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -884838.062500 Penalty: 2635.105713
	Iteration 28Q: 3 clusters Score -884838.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -884883.000000 Penalty: 2635.105713
	Iteration 29Q: 3 clusters Score -884883 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -884922.437500 Penalty: 2635.105713
	Iteration 30Q: 3 clusters Score -884922.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -884954.437500 Penalty: 2635.105713
	Iteration 31Q: 3 clusters Score -884954.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -884992.625000 Penalty: 2635.105713
	Iteration 32Q: 3 clusters Score -884992.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -885028.937500 Penalty: 2635.105713
	Iteration 33Q: 3 clusters Score -885028.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -885070.125000 Penalty: 2635.105713
	Iteration 34Q: 3 clusters Score -885070.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -885117.687500 Penalty: 2635.105713
	Iteration 35Q: 3 clusters Score -885117.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -885154.437500 Penalty: 2635.105713
	Iteration 36Q: 3 clusters Score -885154.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -885181.562500 Penalty: 2635.105713
	Iteration 37Q: 3 clusters Score -885181.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -885202.937500 Penalty: 2635.105713
	Iteration 38Q: 3 clusters Score -885202.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -885221.500000 Penalty: 2635.105713
	Iteration 39Q: 3 clusters Score -885221.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -885234.187500 Penalty: 2635.105713
	Iteration 40F: 3 clusters Score -885234.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -885244.000000 Penalty: 2635.105713
	Iteration 41Q: 3 clusters Score -885244 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -885262.562500 Penalty: 2635.105713
	Iteration 42Q: 3 clusters Score -885262.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -885278.937500 Penalty: 2635.105713
	Iteration 43Q: 3 clusters Score -885278.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -885292.062500 Penalty: 2635.105713
	Iteration 44Q: 3 clusters Score -885292.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -885299.125000 Penalty: 2635.105713
	Iteration 45Q: 3 clusters Score -885299.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -885302.687500 Penalty: 2635.105713
	Iteration 46Q: 3 clusters Score -885302.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -885307.312500 Penalty: 2635.105713
	Iteration 47Q: 3 clusters Score -885307.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -885312.562500 Penalty: 2635.105713
	Iteration 48Q: 3 clusters Score -885312.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -885313.937500 Penalty: 2635.105713
	Iteration 49Q: 3 clusters Score -885313.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -885317.562500 Penalty: 2635.105713
	Iteration 50Q: 3 clusters Score -885317.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -885318.187500 Penalty: 2635.105713
	Iteration 51Q: 3 clusters Score -885318.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -885319.812500 Penalty: 2635.105713
	Iteration 52Q: 3 clusters Score -885319.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -885322.687500 Penalty: 2635.105713
	Iteration 53Q: 3 clusters Score -885322.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -885327.500000 Penalty: 2635.105713
	Iteration 54Q: 3 clusters Score -885327.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -885333.625000 Penalty: 2635.105713
	Iteration 55Q: 3 clusters Score -885333.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -885342.000000 Penalty: 2635.105713
	Iteration 56Q: 3 clusters Score -885342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -885344.750000 Penalty: 2635.105713
	Iteration 57Q: 3 clusters Score -885344.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -885350.000000 Penalty: 2635.105713
	Iteration 58Q: 3 clusters Score -885350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -885350.125000 Penalty: 2635.105713
	Iteration 59Q: 3 clusters Score -885350.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -885351.312500 Penalty: 2635.105713
	Iteration 60F: 3 clusters Score -885351.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -885352.937500 Penalty: 2635.105713
	Iteration 61Q: 3 clusters Score -885352.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -885351.125000 Penalty: 2635.105713
	Iteration 62Q: 3 clusters Score -885351.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -885353.437500 Penalty: 2635.105713
	Iteration 63Q: 3 clusters Score -885353.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -885353.437500 Penalty: 2635.105713
	Iteration 64F: 3 clusters Score -885353.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Entering Unmasked Estep 
Score: -35130.832031 Penalty: 852.638855
	Iteration 0F: 2 clusters Score -35130.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -34413.976562 Penalty: 1705.277710
	Iteration 0F: 3 clusters Score -34413.98 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -34510.632812 Penalty: 1705.277710
	Iteration 1F: 3 clusters Score -34510.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -34533.531250 Penalty: 1705.277710
	Iteration 2Q: 3 clusters Score -34533.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -34541.027344 Penalty: 1705.277710
	Iteration 3Q: 3 clusters Score -34541.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -34541.027344 Penalty: 1705.277710
	Iteration 4F: 3 clusters Score -34541.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Entering Unmasked Estep 
Score: -14375.515625 Penalty: 801.212891
	Iteration 0F: 2 clusters Score -14375.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -13805.666016 Penalty: 1602.425781
	Iteration 0F: 3 clusters Score -13805.67 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -13956.614258 Penalty: 1602.425781
	Iteration 1F: 3 clusters Score -13956.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -14039.518555 Penalty: 1602.425781
	Iteration 2F: 3 clusters Score -14039.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -14066.150391 Penalty: 1602.425781
	Iteration 3Q: 3 clusters Score -14066.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -14104.825195 Penalty: 1602.425781
	Iteration 4Q: 3 clusters Score -14104.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -14115.371094 Penalty: 1602.425781
	Iteration 5Q: 3 clusters Score -14115.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -14115.371094 Penalty: 1602.425781
	Iteration 6F: 3 clusters Score -14115.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Entering Unmasked Estep 
Score: -39030.957031 Penalty: 902.636902
	Iteration 0F: 2 clusters Score -39030.96 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 225 members 
Entering Unmasked Estep 
Score: -38245.136719 Penalty: 1805.273804
	Iteration 0F: 3 clusters Score -38245.14 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -38426.703125 Penalty: 1805.273804
	Iteration 1F: 3 clusters Score -38426.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -38488.132812 Penalty: 1805.273804
	Iteration 2F: 3 clusters Score -38488.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -38519.324219 Penalty: 1805.273804
	Iteration 3Q: 3 clusters Score -38519.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -38550.500000 Penalty: 1805.273804
	Iteration 4Q: 3 clusters Score -38550.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -38575.843750 Penalty: 1805.273804
	Iteration 5Q: 3 clusters Score -38575.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -38581.296875 Penalty: 1805.273804
	Iteration 6Q: 3 clusters Score -38581.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -38581.296875 Penalty: 1805.273804
	Iteration 7F: 3 clusters Score -38581.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Entering Unmasked Estep 
Score: -15133.743164 Penalty: 762.445862
	Iteration 0F: 2 clusters Score -15133.74 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 90 members 
Entering Unmasked Estep 
Score: -14589.644531 Penalty: 1524.891724
	Iteration 0F: 3 clusters Score -14589.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -14633.508789 Penalty: 1524.891724
	Iteration 1F: 3 clusters Score -14633.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -14640.374023 Penalty: 1524.891724
	Iteration 2Q: 3 clusters Score -14640.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -14646.458008 Penalty: 1524.891724
	Iteration 3Q: 3 clusters Score -14646.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -14646.458008 Penalty: 1524.891724
	Iteration 4F: 3 clusters Score -14646.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (9189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Entering Unmasked Estep 
Score: -1230535.500000 Penalty: 1357.913452
	Iteration 0F: 2 clusters Score -1230536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1224239.375000 Penalty: 2715.826904
	Iteration 0F: 3 clusters Score -1224239 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1226406.000000 Penalty: 2715.826904
	Iteration 1F: 3 clusters Score -1226406 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1226713.625000 Penalty: 2715.826904
	Iteration 2F: 3 clusters Score -1226714 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1226902.625000 Penalty: 2715.826904
	Iteration 3Q: 3 clusters Score -1226903 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1227034.875000 Penalty: 2715.826904
	Iteration 4Q: 3 clusters Score -1227035 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1227142.750000 Penalty: 2715.826904
	Iteration 5Q: 3 clusters Score -1227143 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1227248.000000 Penalty: 2715.826904
	Iteration 6Q: 3 clusters Score -1227248 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1227363.000000 Penalty: 2715.826904
	Iteration 7Q: 3 clusters Score -1227363 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1227484.375000 Penalty: 2715.826904
	Iteration 8Q: 3 clusters Score -1227484 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1227627.750000 Penalty: 2715.826904
	Iteration 9Q: 3 clusters Score -1227628 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1227806.625000 Penalty: 2715.826904
	Iteration 10Q: 3 clusters Score -1227807 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1228032.125000 Penalty: 2715.826904
	Iteration 11Q: 3 clusters Score -1228032 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1228255.250000 Penalty: 2715.826904
	Iteration 12Q: 3 clusters Score -1228255 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1228498.000000 Penalty: 2715.826904
	Iteration 13Q: 3 clusters Score -1228498 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1228747.750000 Penalty: 2715.826904
	Iteration 14Q: 3 clusters Score -1228748 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1228954.250000 Penalty: 2715.826904
	Iteration 15Q: 3 clusters Score -1228954 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1229137.375000 Penalty: 2715.826904
	Iteration 16Q: 3 clusters Score -1229137 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1229260.250000 Penalty: 2715.826904
	Iteration 17Q: 3 clusters Score -1229260 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1229333.125000 Penalty: 2715.826904
	Iteration 18Q: 3 clusters Score -1229333 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1229372.125000 Penalty: 2715.826904
	Iteration 19Q: 3 clusters Score -1229372 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1229409.500000 Penalty: 2715.826904
	Iteration 20F: 3 clusters Score -1229410 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1229429.125000 Penalty: 2715.826904
	Iteration 21Q: 3 clusters Score -1229429 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1229440.875000 Penalty: 2715.826904
	Iteration 22Q: 3 clusters Score -1229441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1229445.875000 Penalty: 2715.826904
	Iteration 23Q: 3 clusters Score -1229446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1229456.000000 Penalty: 2715.826904
	Iteration 24Q: 3 clusters Score -1229456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1229467.875000 Penalty: 2715.826904
	Iteration 25Q: 3 clusters Score -1229468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1229477.500000 Penalty: 2715.826904
	Iteration 26Q: 3 clusters Score -1229478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1229483.250000 Penalty: 2715.826904
	Iteration 27Q: 3 clusters Score -1229483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1229492.625000 Penalty: 2715.826904
	Iteration 28Q: 3 clusters Score -1229493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1229499.000000 Penalty: 2715.826904
	Iteration 29Q: 3 clusters Score -1229499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1229504.875000 Penalty: 2715.826904
	Iteration 30Q: 3 clusters Score -1229505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1229506.500000 Penalty: 2715.826904
	Iteration 31Q: 3 clusters Score -1229506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1229508.000000 Penalty: 2715.826904
	Iteration 32Q: 3 clusters Score -1229508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1229508.000000 Penalty: 2715.826904
	Iteration 33F: 3 clusters Score -1229508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (65229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65229 members 
Entering Unmasked Estep 
Score: -8248655.500000 Penalty: 1649.546143
	Iteration 0F: 2 clusters Score -8248656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32464 members 
Mstep: Class 2 contains 32765 members 
Entering Unmasked Estep 
Score: -8208732.500000 Penalty: 3299.092285
	Iteration 0F: 3 clusters Score -8208732 nChanged 30314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31416 members 
Mstep: Class 2 contains 33813 members 
Entering Unmasked Estep 
Score: -8225534.500000 Penalty: 3299.092285
	Iteration 1F: 3 clusters Score -8225534 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30658 members 
Mstep: Class 2 contains 34571 members 
Entering Unmasked Estep 
Score: -8226131.500000 Penalty: 3299.092285
	Iteration 2Q: 3 clusters Score -8226132 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29493 members 
Mstep: Class 2 contains 35736 members 
Entering Unmasked Estep 
Score: -8226796.000000 Penalty: 3299.092285
	Iteration 3Q: 3 clusters Score -8226796 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27787 members 
Mstep: Class 2 contains 37442 members 
Entering Unmasked Estep 
Score: -8227663.500000 Penalty: 3299.092285
	Iteration 4Q: 3 clusters Score -8227664 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25288 members 
Mstep: Class 2 contains 39941 members 
Entering Unmasked Estep 
Score: -8228766.500000 Penalty: 3299.092285
	Iteration 5Q: 3 clusters Score -8228766 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22016 members 
Mstep: Class 2 contains 43213 members 
Entering Unmasked Estep 
Score: -8230525.000000 Penalty: 3299.092285
	Iteration 6F: 3 clusters Score -8230525 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 47292 members 
Entering Unmasked Estep 
Score: -8233064.000000 Penalty: 3299.092285
	Iteration 7F: 3 clusters Score -8233064 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 51812 members 
Entering Unmasked Estep 
Score: -8236185.500000 Penalty: 3299.092285
	Iteration 8F: 3 clusters Score -8236186 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 56131 members 
Entering Unmasked Estep 
Score: -8239567.500000 Penalty: 3299.092285
	Iteration 9F: 3 clusters Score -8239568 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 59620 members 
Entering Unmasked Estep 
Score: -8242397.000000 Penalty: 3299.092285
	Iteration 10F: 3 clusters Score -8242397 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 62050 members 
Entering Unmasked Estep 
Score: -8244517.000000 Penalty: 3299.092285
	Iteration 11Q: 3 clusters Score -8244517 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 63517 members 
Entering Unmasked Estep 
Score: -8245927.500000 Penalty: 3299.092285
	Iteration 12Q: 3 clusters Score -8245928 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 64249 members 
Entering Unmasked Estep 
Score: -8246597.000000 Penalty: 3299.092285
	Iteration 13Q: 3 clusters Score -8246597 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 64591 members 
Entering Unmasked Estep 
Score: -8246931.000000 Penalty: 3299.092285
	Iteration 14Q: 3 clusters Score -8246931 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 64733 members 
Entering Unmasked Estep 
Score: -8247080.000000 Penalty: 3299.092285
	Iteration 15Q: 3 clusters Score -8247080 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 64800 members 
Entering Unmasked Estep 
Score: -8247181.000000 Penalty: 3299.092285
	Iteration 16Q: 3 clusters Score -8247181 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 64837 members 
Entering Unmasked Estep 
Score: -8247215.500000 Penalty: 3299.092285
	Iteration 17Q: 3 clusters Score -8247216 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 64860 members 
Entering Unmasked Estep 
Score: -8247237.000000 Penalty: 3299.092285
	Iteration 18Q: 3 clusters Score -8247237 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 64869 members 
Entering Unmasked Estep 
Score: -8247269.000000 Penalty: 3299.092285
	Iteration 19Q: 3 clusters Score -8247269 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 64880 members 
Entering Unmasked Estep 
Score: -8247290.000000 Penalty: 3299.092285
	Iteration 20F: 3 clusters Score -8247290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 64886 members 
Entering Unmasked Estep 
Score: -8247302.500000 Penalty: 3299.092285
	Iteration 21Q: 3 clusters Score -8247302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 64890 members 
Entering Unmasked Estep 
Score: -8247313.000000 Penalty: 3299.092285
	Iteration 22Q: 3 clusters Score -8247313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 64894 members 
Entering Unmasked Estep 
Score: -8247317.000000 Penalty: 3299.092285
	Iteration 23Q: 3 clusters Score -8247317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 64897 members 
Entering Unmasked Estep 
Score: -8247312.500000 Penalty: 3299.092285
	Iteration 24Q: 3 clusters Score -8247312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 64895 members 
Entering Unmasked Estep 
Score: -8247320.000000 Penalty: 3299.092285
	Iteration 25Q: 3 clusters Score -8247320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 64893 members 
Entering Unmasked Estep 
Score: -8247323.500000 Penalty: 3299.092285
	Iteration 26Q: 3 clusters Score -8247324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 64893 members 
Entering Unmasked Estep 
Score: -8247323.500000 Penalty: 3299.092285
	Iteration 27F: 3 clusters Score -8247324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Entering Unmasked Estep 
Score: -15256.823242 Penalty: 735.316406
	Iteration 0F: 2 clusters Score -15256.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -14745.824219 Penalty: 1470.632812
	Iteration 0F: 3 clusters Score -14745.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -14752.818359 Penalty: 1470.632812
	Iteration 1Q: 3 clusters Score -14752.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -14752.818359 Penalty: 1470.632812
	Iteration 2F: 3 clusters Score -14752.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (7144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Entering Unmasked Estep 
Score: -904125.312500 Penalty: 1320.455444
	Iteration 0F: 2 clusters Score -904125.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -899127.250000 Penalty: 2640.910889
	Iteration 0F: 3 clusters Score -899127.2 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -900688.562500 Penalty: 2640.910889
	Iteration 1F: 3 clusters Score -900688.6 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -900971.187500 Penalty: 2640.910889
	Iteration 2F: 3 clusters Score -900971.2 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -901158.750000 Penalty: 2640.910889
	Iteration 3F: 3 clusters Score -901158.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -901294.375000 Penalty: 2640.910889
	Iteration 4Q: 3 clusters Score -901294.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -901413.187500 Penalty: 2640.910889
	Iteration 5Q: 3 clusters Score -901413.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -901535.750000 Penalty: 2640.910889
	Iteration 6Q: 3 clusters Score -901535.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -901655.250000 Penalty: 2640.910889
	Iteration 7Q: 3 clusters Score -901655.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -901806.437500 Penalty: 2640.910889
	Iteration 8Q: 3 clusters Score -901806.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -901952.250000 Penalty: 2640.910889
	Iteration 9Q: 3 clusters Score -901952.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -902109.437500 Penalty: 2640.910889
	Iteration 10Q: 3 clusters Score -902109.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -902252.562500 Penalty: 2640.910889
	Iteration 11Q: 3 clusters Score -902252.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -902390.250000 Penalty: 2640.910889
	Iteration 12Q: 3 clusters Score -902390.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -902500.000000 Penalty: 2640.910889
	Iteration 13Q: 3 clusters Score -902500 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -902603.625000 Penalty: 2640.910889
	Iteration 14Q: 3 clusters Score -902603.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -902718.125000 Penalty: 2640.910889
	Iteration 15Q: 3 clusters Score -902718.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -902813.375000 Penalty: 2640.910889
	Iteration 16Q: 3 clusters Score -902813.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -902874.937500 Penalty: 2640.910889
	Iteration 17Q: 3 clusters Score -902874.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -902921.625000 Penalty: 2640.910889
	Iteration 18Q: 3 clusters Score -902921.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -902965.000000 Penalty: 2640.910889
	Iteration 19Q: 3 clusters Score -902965 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -902998.375000 Penalty: 2640.910889
	Iteration 20F: 3 clusters Score -902998.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -903021.500000 Penalty: 2640.910889
	Iteration 21Q: 3 clusters Score -903021.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -903042.875000 Penalty: 2640.910889
	Iteration 22Q: 3 clusters Score -903042.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -903059.187500 Penalty: 2640.910889
	Iteration 23Q: 3 clusters Score -903059.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -903070.562500 Penalty: 2640.910889
	Iteration 24Q: 3 clusters Score -903070.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -903078.812500 Penalty: 2640.910889
	Iteration 25Q: 3 clusters Score -903078.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -903084.687500 Penalty: 2640.910889
	Iteration 26Q: 3 clusters Score -903084.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -903091.437500 Penalty: 2640.910889
	Iteration 27Q: 3 clusters Score -903091.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -903094.250000 Penalty: 2640.910889
	Iteration 28Q: 3 clusters Score -903094.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -903098.937500 Penalty: 2640.910889
	Iteration 29Q: 3 clusters Score -903098.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -903099.187500 Penalty: 2640.910889
	Iteration 30Q: 3 clusters Score -903099.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -903100.750000 Penalty: 2640.910889
	Iteration 31Q: 3 clusters Score -903100.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -903101.625000 Penalty: 2640.910889
	Iteration 32Q: 3 clusters Score -903101.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -903101.812500 Penalty: 2640.910889
	Iteration 33Q: 3 clusters Score -903101.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -903101.812500 Penalty: 2640.910889
	Iteration 34F: 3 clusters Score -903101.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Entering Unmasked Estep 
Score: -16075.054688 Penalty: 807.232605
	Iteration 0F: 2 clusters Score -16075.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -15518.874023 Penalty: 1614.465210
	Iteration 0F: 3 clusters Score -15518.87 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -15600.442383 Penalty: 1614.465210
	Iteration 1F: 3 clusters Score -15600.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -15612.764648 Penalty: 1614.465210
	Iteration 2Q: 3 clusters Score -15612.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -15627.869141 Penalty: 1614.465210
	Iteration 3Q: 3 clusters Score -15627.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -15636.920898 Penalty: 1614.465210
	Iteration 4Q: 3 clusters Score -15636.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -15655.325195 Penalty: 1614.465210
	Iteration 5Q: 3 clusters Score -15655.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -15661.663086 Penalty: 1614.465210
	Iteration 6Q: 3 clusters Score -15661.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -15675.804688 Penalty: 1614.465210
	Iteration 7Q: 3 clusters Score -15675.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -15675.804688 Penalty: 1614.465210
	Iteration 8F: 3 clusters Score -15675.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Entering Unmasked Estep 
Score: -17482.931641 Penalty: 787.643799
	Iteration 0F: 2 clusters Score -17482.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -16931.148438 Penalty: 1575.287598
	Iteration 0F: 3 clusters Score -16931.15 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -17027.888672 Penalty: 1575.287598
	Iteration 1F: 3 clusters Score -17027.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -17053.875000 Penalty: 1575.287598
	Iteration 2Q: 3 clusters Score -17053.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -17058.791016 Penalty: 1575.287598
	Iteration 3Q: 3 clusters Score -17058.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -17058.791016 Penalty: 1575.287598
	Iteration 4F: 3 clusters Score -17058.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Entering Unmasked Estep 
Score: -36689.171875 Penalty: 883.897522
	Iteration 0F: 2 clusters Score -36689.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -35889.914062 Penalty: 1767.795044
	Iteration 0F: 3 clusters Score -35889.91 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -36028.261719 Penalty: 1767.795044
	Iteration 1F: 3 clusters Score -36028.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -36086.617188 Penalty: 1767.795044
	Iteration 2Q: 3 clusters Score -36086.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -36119.339844 Penalty: 1767.795044
	Iteration 3Q: 3 clusters Score -36119.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -36137.085938 Penalty: 1767.795044
	Iteration 4Q: 3 clusters Score -36137.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -36140.972656 Penalty: 1767.795044
	Iteration 5Q: 3 clusters Score -36140.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -36144.902344 Penalty: 1767.795044
	Iteration 6Q: 3 clusters Score -36144.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -36144.902344 Penalty: 1767.795044
	Iteration 7F: 3 clusters Score -36144.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58585 members 
Mstep: Class 2 contains 40731 members 
Mstep: Class 3 contains 11139 members 
Mstep: Class 4 contains 2553 members 
Mstep: Class 5 contains 68051 members 
Mstep: Class 6 contains 37013 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5703 members 
Mstep: Class 9 contains 8460 members 
Mstep: Class 10 contains 9567 members 
Mstep: Class 11 contains 9296 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 10172 members 
Mstep: Class 14 contains 1739 members 
Mstep: Class 15 contains 12020 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24008 members 
Mstep: Class 18 contains 11530 members 
Mstep: Class 19 contains 4373 members 
Mstep: Class 20 contains 35876 members 
Mstep: Class 21 contains 8915 members 
Mstep: Class 22 contains 5351 members 
Mstep: Class 23 contains 22136 members 
Mstep: Class 24 contains 5559 members 
Mstep: Class 25 contains 15813 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 51732 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34988 members 
Mstep: Class 31 contains 21757 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43451 members 
Mstep: Class 34 contains 7006 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9189 members 
Mstep: Class 40 contains 65229 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7144 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018648.000000 Penalty: 89796.125000
Iteration 479Q: 46 clusters Score -8.101865e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58589 members 
Mstep: Class 2 contains 40730 members 
Mstep: Class 3 contains 11138 members 
Mstep: Class 4 contains 2553 members 
Mstep: Class 5 contains 68052 members 
Mstep: Class 6 contains 37010 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5703 members 
Mstep: Class 9 contains 8460 members 
Mstep: Class 10 contains 9567 members 
Mstep: Class 11 contains 9296 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 10171 members 
Mstep: Class 14 contains 1739 members 
Mstep: Class 15 contains 12021 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24008 members 
Mstep: Class 18 contains 11530 members 
Mstep: Class 19 contains 4371 members 
Mstep: Class 20 contains 35876 members 
Mstep: Class 21 contains 8915 members 
Mstep: Class 22 contains 5351 members 
Mstep: Class 23 contains 22136 members 
Mstep: Class 24 contains 5559 members 
Mstep: Class 25 contains 15812 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 51727 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34988 members 
Mstep: Class 31 contains 21757 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43455 members 
Mstep: Class 34 contains 7006 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9188 members 
Mstep: Class 40 contains 65234 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7144 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018728.000000 Penalty: 89796.125000
Iteration 480F: 46 clusters Score -8.101873e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58595 members 
Mstep: Class 2 contains 40729 members 
Mstep: Class 3 contains 11133 members 
Mstep: Class 4 contains 2553 members 
Mstep: Class 5 contains 68052 members 
Mstep: Class 6 contains 37009 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5703 members 
Mstep: Class 9 contains 8460 members 
Mstep: Class 10 contains 9567 members 
Mstep: Class 11 contains 9296 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 10171 members 
Mstep: Class 14 contains 1739 members 
Mstep: Class 15 contains 12021 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24009 members 
Mstep: Class 18 contains 11530 members 
Mstep: Class 19 contains 4370 members 
Mstep: Class 20 contains 35876 members 
Mstep: Class 21 contains 8915 members 
Mstep: Class 22 contains 5351 members 
Mstep: Class 23 contains 22136 members 
Mstep: Class 24 contains 5560 members 
Mstep: Class 25 contains 15812 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 51714 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34987 members 
Mstep: Class 31 contains 21757 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43453 members 
Mstep: Class 34 contains 7006 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9188 members 
Mstep: Class 40 contains 65250 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7144 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018688.000000 Penalty: 89796.125000
Iteration 481Q: 46 clusters Score -8.101869e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58601 members 
Mstep: Class 2 contains 40729 members 
Mstep: Class 3 contains 11125 members 
Mstep: Class 4 contains 2553 members 
Mstep: Class 5 contains 68052 members 
Mstep: Class 6 contains 37010 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5703 members 
Mstep: Class 9 contains 8460 members 
Mstep: Class 10 contains 9567 members 
Mstep: Class 11 contains 9296 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 10169 members 
Mstep: Class 14 contains 1739 members 
Mstep: Class 15 contains 12021 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24010 members 
Mstep: Class 18 contains 11530 members 
Mstep: Class 19 contains 4370 members 
Mstep: Class 20 contains 35876 members 
Mstep: Class 21 contains 8915 members 
Mstep: Class 22 contains 5351 members 
Mstep: Class 23 contains 22136 members 
Mstep: Class 24 contains 5560 members 
Mstep: Class 25 contains 15811 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 51696 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34986 members 
Mstep: Class 31 contains 21757 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43458 members 
Mstep: Class 34 contains 7006 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9189 members 
Mstep: Class 40 contains 65265 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7145 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018728.000000 Penalty: 89796.125000
Iteration 482Q: 46 clusters Score -8.101873e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58610 members 
Mstep: Class 2 contains 40729 members 
Mstep: Class 3 contains 11125 members 
Mstep: Class 4 contains 2553 members 
Mstep: Class 5 contains 68051 members 
Mstep: Class 6 contains 37005 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5702 members 
Mstep: Class 9 contains 8460 members 
Mstep: Class 10 contains 9568 members 
Mstep: Class 11 contains 9296 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 10169 members 
Mstep: Class 14 contains 1739 members 
Mstep: Class 15 contains 12021 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24010 members 
Mstep: Class 18 contains 11530 members 
Mstep: Class 19 contains 4370 members 
Mstep: Class 20 contains 35876 members 
Mstep: Class 21 contains 8915 members 
Mstep: Class 22 contains 5351 members 
Mstep: Class 23 contains 22136 members 
Mstep: Class 24 contains 5560 members 
Mstep: Class 25 contains 15810 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 51683 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34986 members 
Mstep: Class 31 contains 21757 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43457 members 
Mstep: Class 34 contains 7006 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9191 members 
Mstep: Class 40 contains 65275 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7145 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018760.000000 Penalty: 89796.125000
Iteration 483Q: 46 clusters Score -8.101876e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58612 members 
Mstep: Class 2 contains 40730 members 
Mstep: Class 3 contains 11120 members 
Mstep: Class 4 contains 2553 members 
Mstep: Class 5 contains 68051 members 
Mstep: Class 6 contains 37004 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5701 members 
Mstep: Class 9 contains 8460 members 
Mstep: Class 10 contains 9569 members 
Mstep: Class 11 contains 9296 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 10169 members 
Mstep: Class 14 contains 1739 members 
Mstep: Class 15 contains 12021 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24010 members 
Mstep: Class 18 contains 11530 members 
Mstep: Class 19 contains 4370 members 
Mstep: Class 20 contains 35876 members 
Mstep: Class 21 contains 8915 members 
Mstep: Class 22 contains 5351 members 
Mstep: Class 23 contains 22136 members 
Mstep: Class 24 contains 5560 members 
Mstep: Class 25 contains 15809 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 51678 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34986 members 
Mstep: Class 31 contains 21757 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43455 members 
Mstep: Class 34 contains 7006 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9194 members 
Mstep: Class 40 contains 65283 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7145 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018752.000000 Penalty: 89796.125000
Iteration 484Q: 46 clusters Score -8.101875e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58614 members 
Mstep: Class 2 contains 40729 members 
Mstep: Class 3 contains 11115 members 
Mstep: Class 4 contains 2553 members 
Mstep: Class 5 contains 68051 members 
Mstep: Class 6 contains 37002 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5701 members 
Mstep: Class 9 contains 8460 members 
Mstep: Class 10 contains 9569 members 
Mstep: Class 11 contains 9296 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 10169 members 
Mstep: Class 14 contains 1739 members 
Mstep: Class 15 contains 12021 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24009 members 
Mstep: Class 18 contains 11530 members 
Mstep: Class 19 contains 4370 members 
Mstep: Class 20 contains 35876 members 
Mstep: Class 21 contains 8915 members 
Mstep: Class 22 contains 5350 members 
Mstep: Class 23 contains 22136 members 
Mstep: Class 24 contains 5560 members 
Mstep: Class 25 contains 15807 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 51674 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34987 members 
Mstep: Class 31 contains 21757 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43456 members 
Mstep: Class 34 contains 7006 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9197 members 
Mstep: Class 40 contains 65292 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7145 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018776.000000 Penalty: 89796.125000
Iteration 485Q: 46 clusters Score -8.101878e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58618 members 
Mstep: Class 2 contains 40730 members 
Mstep: Class 3 contains 11104 members 
Mstep: Class 4 contains 2553 members 
Mstep: Class 5 contains 68051 members 
Mstep: Class 6 contains 37003 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5701 members 
Mstep: Class 9 contains 8460 members 
Mstep: Class 10 contains 9570 members 
Mstep: Class 11 contains 9296 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 10168 members 
Mstep: Class 14 contains 1739 members 
Mstep: Class 15 contains 12022 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24010 members 
Mstep: Class 18 contains 11530 members 
Mstep: Class 19 contains 4369 members 
Mstep: Class 20 contains 35876 members 
Mstep: Class 21 contains 8915 members 
Mstep: Class 22 contains 5350 members 
Mstep: Class 23 contains 22136 members 
Mstep: Class 24 contains 5560 members 
Mstep: Class 25 contains 15806 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 51666 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34988 members 
Mstep: Class 31 contains 21757 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43450 members 
Mstep: Class 34 contains 7006 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9197 members 
Mstep: Class 40 contains 65310 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7145 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018736.000000 Penalty: 89796.125000
Iteration 486Q: 46 clusters Score -8.101874e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58621 members 
Mstep: Class 2 contains 40731 members 
Mstep: Class 3 contains 11098 members 
Mstep: Class 4 contains 2553 members 
Mstep: Class 5 contains 68051 members 
Mstep: Class 6 contains 37003 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5701 members 
Mstep: Class 9 contains 8460 members 
Mstep: Class 10 contains 9570 members 
Mstep: Class 11 contains 9296 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 10168 members 
Mstep: Class 14 contains 1739 members 
Mstep: Class 15 contains 12022 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24009 members 
Mstep: Class 18 contains 11530 members 
Mstep: Class 19 contains 4369 members 
Mstep: Class 20 contains 35877 members 
Mstep: Class 21 contains 8915 members 
Mstep: Class 22 contains 5350 members 
Mstep: Class 23 contains 22136 members 
Mstep: Class 24 contains 5560 members 
Mstep: Class 25 contains 15805 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 51653 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34989 members 
Mstep: Class 31 contains 21757 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43450 members 
Mstep: Class 34 contains 7006 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9202 members 
Mstep: Class 40 contains 65320 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7145 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018696.000000 Penalty: 89796.125000
Iteration 487Q: 46 clusters Score -8.10187e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58624 members 
Mstep: Class 2 contains 40731 members 
Mstep: Class 3 contains 11095 members 
Mstep: Class 4 contains 2553 members 
Mstep: Class 5 contains 68051 members 
Mstep: Class 6 contains 37002 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5701 members 
Mstep: Class 9 contains 8460 members 
Mstep: Class 10 contains 9570 members 
Mstep: Class 11 contains 9296 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 10168 members 
Mstep: Class 14 contains 1739 members 
Mstep: Class 15 contains 12023 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24009 members 
Mstep: Class 18 contains 11530 members 
Mstep: Class 19 contains 4368 members 
Mstep: Class 20 contains 35877 members 
Mstep: Class 21 contains 8915 members 
Mstep: Class 22 contains 5350 members 
Mstep: Class 23 contains 22136 members 
Mstep: Class 24 contains 5560 members 
Mstep: Class 25 contains 15805 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 51640 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34989 members 
Mstep: Class 31 contains 21757 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43453 members 
Mstep: Class 34 contains 7006 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9204 members 
Mstep: Class 40 contains 65329 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7145 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018680.000000 Penalty: 89796.125000
Iteration 488Q: 46 clusters Score -8.101868e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58623 members 
Mstep: Class 2 contains 40731 members 
Mstep: Class 3 contains 11087 members 
Mstep: Class 4 contains 2553 members 
Mstep: Class 5 contains 68051 members 
Mstep: Class 6 contains 37002 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5700 members 
Mstep: Class 9 contains 8460 members 
Mstep: Class 10 contains 9570 members 
Mstep: Class 11 contains 9296 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 10168 members 
Mstep: Class 14 contains 1739 members 
Mstep: Class 15 contains 12023 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24009 members 
Mstep: Class 18 contains 11531 members 
Mstep: Class 19 contains 4366 members 
Mstep: Class 20 contains 35877 members 
Mstep: Class 21 contains 8915 members 
Mstep: Class 22 contains 5350 members 
Mstep: Class 23 contains 22136 members 
Mstep: Class 24 contains 5560 members 
Mstep: Class 25 contains 15806 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 51633 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34990 members 
Mstep: Class 31 contains 21757 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43451 members 
Mstep: Class 34 contains 7006 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9207 members 
Mstep: Class 40 contains 65344 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7145 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018672.000000 Penalty: 89796.125000
Iteration 489Q: 46 clusters Score -8.101867e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58618 members 
Mstep: Class 2 contains 40733 members 
Mstep: Class 3 contains 11091 members 
Mstep: Class 4 contains 2553 members 
Mstep: Class 5 contains 68051 members 
Mstep: Class 6 contains 37002 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5701 members 
Mstep: Class 9 contains 8460 members 
Mstep: Class 10 contains 9570 members 
Mstep: Class 11 contains 9296 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 10168 members 
Mstep: Class 14 contains 1739 members 
Mstep: Class 15 contains 12023 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24009 members 
Mstep: Class 18 contains 11531 members 
Mstep: Class 19 contains 4363 members 
Mstep: Class 20 contains 35877 members 
Mstep: Class 21 contains 8915 members 
Mstep: Class 22 contains 5350 members 
Mstep: Class 23 contains 22136 members 
Mstep: Class 24 contains 5560 members 
Mstep: Class 25 contains 15807 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 51632 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34990 members 
Mstep: Class 31 contains 21757 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43442 members 
Mstep: Class 34 contains 7006 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9209 members 
Mstep: Class 40 contains 65352 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7145 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018624.000000 Penalty: 89796.125000
Iteration 490Q: 46 clusters Score -8.101862e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58613 members 
Mstep: Class 2 contains 40729 members 
Mstep: Class 3 contains 11094 members 
Mstep: Class 4 contains 2553 members 
Mstep: Class 5 contains 68052 members 
Mstep: Class 6 contains 36998 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5701 members 
Mstep: Class 9 contains 8460 members 
Mstep: Class 10 contains 9570 members 
Mstep: Class 11 contains 9296 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 10168 members 
Mstep: Class 14 contains 1739 members 
Mstep: Class 15 contains 12023 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24008 members 
Mstep: Class 18 contains 11531 members 
Mstep: Class 19 contains 4362 members 
Mstep: Class 20 contains 35877 members 
Mstep: Class 21 contains 8915 members 
Mstep: Class 22 contains 5350 members 
Mstep: Class 23 contains 22136 members 
Mstep: Class 24 contains 5560 members 
Mstep: Class 25 contains 15807 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 51638 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34989 members 
Mstep: Class 31 contains 21757 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43439 members 
Mstep: Class 34 contains 7006 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9210 members 
Mstep: Class 40 contains 65360 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7145 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018744.000000 Penalty: 89796.125000
Iteration 491Q: 46 clusters Score -8.101874e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58612 members 
Mstep: Class 2 contains 40727 members 
Mstep: Class 3 contains 11087 members 
Mstep: Class 4 contains 2553 members 
Mstep: Class 5 contains 68051 members 
Mstep: Class 6 contains 36995 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5701 members 
Mstep: Class 9 contains 8460 members 
Mstep: Class 10 contains 9570 members 
Mstep: Class 11 contains 9296 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 10168 members 
Mstep: Class 14 contains 1739 members 
Mstep: Class 15 contains 12022 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24008 members 
Mstep: Class 18 contains 11531 members 
Mstep: Class 19 contains 4363 members 
Mstep: Class 20 contains 35877 members 
Mstep: Class 21 contains 8915 members 
Mstep: Class 22 contains 5349 members 
Mstep: Class 23 contains 22136 members 
Mstep: Class 24 contains 5559 members 
Mstep: Class 25 contains 15807 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 51634 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34990 members 
Mstep: Class 31 contains 21757 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43439 members 
Mstep: Class 34 contains 7006 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9211 members 
Mstep: Class 40 contains 65378 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7145 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018712.000000 Penalty: 89796.125000
Iteration 492Q: 46 clusters Score -8.101871e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58614 members 
Mstep: Class 2 contains 40727 members 
Mstep: Class 3 contains 11078 members 
Mstep: Class 4 contains 2553 members 
Mstep: Class 5 contains 68051 members 
Mstep: Class 6 contains 36994 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5701 members 
Mstep: Class 9 contains 8460 members 
Mstep: Class 10 contains 9570 members 
Mstep: Class 11 contains 9296 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 10168 members 
Mstep: Class 14 contains 1739 members 
Mstep: Class 15 contains 12021 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24007 members 
Mstep: Class 18 contains 11531 members 
Mstep: Class 19 contains 4364 members 
Mstep: Class 20 contains 35877 members 
Mstep: Class 21 contains 8915 members 
Mstep: Class 22 contains 5349 members 
Mstep: Class 23 contains 22136 members 
Mstep: Class 24 contains 5559 members 
Mstep: Class 25 contains 15807 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 51624 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34990 members 
Mstep: Class 31 contains 21757 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43443 members 
Mstep: Class 34 contains 7006 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9212 members 
Mstep: Class 40 contains 65392 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7145 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018728.000000 Penalty: 89796.125000
Iteration 493Q: 46 clusters Score -8.101873e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58615 members 
Mstep: Class 2 contains 40726 members 
Mstep: Class 3 contains 11072 members 
Mstep: Class 4 contains 2553 members 
Mstep: Class 5 contains 68050 members 
Mstep: Class 6 contains 36989 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5700 members 
Mstep: Class 9 contains 8460 members 
Mstep: Class 10 contains 9570 members 
Mstep: Class 11 contains 9296 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 10168 members 
Mstep: Class 14 contains 1739 members 
Mstep: Class 15 contains 12020 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24007 members 
Mstep: Class 18 contains 11531 members 
Mstep: Class 19 contains 4364 members 
Mstep: Class 20 contains 35877 members 
Mstep: Class 21 contains 8915 members 
Mstep: Class 22 contains 5349 members 
Mstep: Class 23 contains 22136 members 
Mstep: Class 24 contains 5559 members 
Mstep: Class 25 contains 15807 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 51621 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34990 members 
Mstep: Class 31 contains 21757 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43447 members 
Mstep: Class 34 contains 7006 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9212 members 
Mstep: Class 40 contains 65405 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7145 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018696.000000 Penalty: 89796.125000
Iteration 494Q: 46 clusters Score -8.10187e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58616 members 
Mstep: Class 2 contains 40726 members 
Mstep: Class 3 contains 11058 members 
Mstep: Class 4 contains 2554 members 
Mstep: Class 5 contains 68050 members 
Mstep: Class 6 contains 36990 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5700 members 
Mstep: Class 9 contains 8460 members 
Mstep: Class 10 contains 9570 members 
Mstep: Class 11 contains 9296 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 10168 members 
Mstep: Class 14 contains 1739 members 
Mstep: Class 15 contains 12020 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24007 members 
Mstep: Class 18 contains 11531 members 
Mstep: Class 19 contains 4366 members 
Mstep: Class 20 contains 35877 members 
Mstep: Class 21 contains 8915 members 
Mstep: Class 22 contains 5349 members 
Mstep: Class 23 contains 22136 members 
Mstep: Class 24 contains 5559 members 
Mstep: Class 25 contains 15808 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 51616 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34991 members 
Mstep: Class 31 contains 21757 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43450 members 
Mstep: Class 34 contains 7006 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9212 members 
Mstep: Class 40 contains 65414 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7145 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018656.000000 Penalty: 89796.125000
Iteration 495Q: 46 clusters Score -8.101866e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58616 members 
Mstep: Class 2 contains 40726 members 
Mstep: Class 3 contains 11050 members 
Mstep: Class 4 contains 2554 members 
Mstep: Class 5 contains 68051 members 
Mstep: Class 6 contains 36988 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5700 members 
Mstep: Class 9 contains 8460 members 
Mstep: Class 10 contains 9570 members 
Mstep: Class 11 contains 9296 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 10168 members 
Mstep: Class 14 contains 1739 members 
Mstep: Class 15 contains 12020 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24006 members 
Mstep: Class 18 contains 11531 members 
Mstep: Class 19 contains 4369 members 
Mstep: Class 20 contains 35877 members 
Mstep: Class 21 contains 8915 members 
Mstep: Class 22 contains 5349 members 
Mstep: Class 23 contains 22136 members 
Mstep: Class 24 contains 5559 members 
Mstep: Class 25 contains 15809 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 51611 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34992 members 
Mstep: Class 31 contains 21757 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43450 members 
Mstep: Class 34 contains 7006 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9213 members 
Mstep: Class 40 contains 65423 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7145 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018672.000000 Penalty: 89796.125000
Iteration 496Q: 46 clusters Score -8.101867e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58613 members 
Mstep: Class 2 contains 40725 members 
Mstep: Class 3 contains 11048 members 
Mstep: Class 4 contains 2554 members 
Mstep: Class 5 contains 68052 members 
Mstep: Class 6 contains 36990 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5700 members 
Mstep: Class 9 contains 8460 members 
Mstep: Class 10 contains 9570 members 
Mstep: Class 11 contains 9296 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 10168 members 
Mstep: Class 14 contains 1739 members 
Mstep: Class 15 contains 12020 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24006 members 
Mstep: Class 18 contains 11531 members 
Mstep: Class 19 contains 4371 members 
Mstep: Class 20 contains 35877 members 
Mstep: Class 21 contains 8915 members 
Mstep: Class 22 contains 5349 members 
Mstep: Class 23 contains 22136 members 
Mstep: Class 24 contains 5559 members 
Mstep: Class 25 contains 15810 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 51610 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34992 members 
Mstep: Class 31 contains 21757 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43447 members 
Mstep: Class 34 contains 7006 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9214 members 
Mstep: Class 40 contains 65426 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7145 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018664.000000 Penalty: 89796.125000
Iteration 497Q: 46 clusters Score -8.101866e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58617 members 
Mstep: Class 2 contains 40721 members 
Mstep: Class 3 contains 11039 members 
Mstep: Class 4 contains 2554 members 
Mstep: Class 5 contains 68053 members 
Mstep: Class 6 contains 36995 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5700 members 
Mstep: Class 9 contains 8460 members 
Mstep: Class 10 contains 9570 members 
Mstep: Class 11 contains 9296 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 10168 members 
Mstep: Class 14 contains 1739 members 
Mstep: Class 15 contains 12020 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24006 members 
Mstep: Class 18 contains 11531 members 
Mstep: Class 19 contains 4372 members 
Mstep: Class 20 contains 35877 members 
Mstep: Class 21 contains 8915 members 
Mstep: Class 22 contains 5349 members 
Mstep: Class 23 contains 22136 members 
Mstep: Class 24 contains 5559 members 
Mstep: Class 25 contains 15810 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 51600 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34993 members 
Mstep: Class 31 contains 21757 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43448 members 
Mstep: Class 34 contains 7006 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9217 members 
Mstep: Class 40 contains 65433 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7145 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018664.000000 Penalty: 89796.125000
Iteration 498Q: 46 clusters Score -8.101866e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58625 members 
Mstep: Class 2 contains 40721 members 
Mstep: Class 3 contains 11030 members 
Mstep: Class 4 contains 2554 members 
Mstep: Class 5 contains 68054 members 
Mstep: Class 6 contains 36996 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5700 members 
Mstep: Class 9 contains 8460 members 
Mstep: Class 10 contains 9570 members 
Mstep: Class 11 contains 9296 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 10168 members 
Mstep: Class 14 contains 1739 members 
Mstep: Class 15 contains 12020 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24005 members 
Mstep: Class 18 contains 11531 members 
Mstep: Class 19 contains 4371 members 
Mstep: Class 20 contains 35877 members 
Mstep: Class 21 contains 8915 members 
Mstep: Class 22 contains 5349 members 
Mstep: Class 23 contains 22136 members 
Mstep: Class 24 contains 5559 members 
Mstep: Class 25 contains 15811 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 51591 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34993 members 
Mstep: Class 31 contains 21757 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43443 members 
Mstep: Class 34 contains 7006 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9217 members 
Mstep: Class 40 contains 65447 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7145 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018664.000000 Penalty: 89796.125000
Iteration 499Q: 46 clusters Score -8.101866e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 58632 members 
Mstep: Class 2 contains 40720 members 
Mstep: Class 3 contains 11024 members 
Mstep: Class 4 contains 2554 members 
Mstep: Class 5 contains 68054 members 
Mstep: Class 6 contains 36996 members 
Mstep: Class 7 contains 6966 members 
Mstep: Class 8 contains 5700 members 
Mstep: Class 9 contains 8460 members 
Mstep: Class 10 contains 9570 members 
Mstep: Class 11 contains 9296 members 
Mstep: Class 12 contains 2896 members 
Mstep: Class 13 contains 10168 members 
Mstep: Class 14 contains 1739 members 
Mstep: Class 15 contains 12020 members 
Mstep: Class 16 contains 260 members 
Mstep: Class 17 contains 24005 members 
Mstep: Class 18 contains 11531 members 
Mstep: Class 19 contains 4367 members 
Mstep: Class 20 contains 35877 members 
Mstep: Class 21 contains 8915 members 
Mstep: Class 22 contains 5349 members 
Mstep: Class 23 contains 22136 members 
Mstep: Class 24 contains 5559 members 
Mstep: Class 25 contains 15813 members 
Mstep: Class 26 contains 350 members 
Mstep: Class 27 contains 51583 members 
Mstep: Class 28 contains 4809 members 
Mstep: Class 29 contains 223 members 
Mstep: Class 30 contains 34992 members 
Mstep: Class 31 contains 21757 members 
Mstep: Class 32 contains 243 members 
Mstep: Class 33 contains 43444 members 
Mstep: Class 34 contains 7006 members 
Mstep: Class 35 contains 308 members 
Mstep: Class 36 contains 218 members 
Mstep: Class 37 contains 431 members 
Mstep: Class 38 contains 168 members 
Mstep: Class 39 contains 9219 members 
Mstep: Class 40 contains 65455 members 
Mstep: Class 41 contains 140 members 
Mstep: Class 42 contains 7145 members 
Mstep: Class 43 contains 227 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018624.000000 Penalty: 89796.125000
Iteration 500F: 46 clusters Score -8.101862e+07 nChanged 69
Maximum iterations exceeded
--- Evaluating fit on full set of 1333823 points ---
Entering Unmasked Estep 
Score: -162263040.000000 Penalty: 94437.437500
21->46 Clusters: Score -162263040.000000, best is -162180400.000000
THE BEST YET!

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 666911 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31828 members 
Mstep: Class 2 contains 31671 members 
Mstep: Class 3 contains 31619 members 
Mstep: Class 4 contains 31737 members 
Mstep: Class 5 contains 31843 members 
Mstep: Class 6 contains 31534 members 
Mstep: Class 7 contains 31931 members 
Mstep: Class 8 contains 31791 members 
Mstep: Class 9 contains 31841 members 
Mstep: Class 10 contains 31848 members 
Mstep: Class 11 contains 31536 members 
Mstep: Class 12 contains 31661 members 
Mstep: Class 13 contains 31402 members 
Mstep: Class 14 contains 31604 members 
Mstep: Class 15 contains 31944 members 
Mstep: Class 16 contains 31904 members 
Mstep: Class 17 contains 31795 members 
Mstep: Class 18 contains 31797 members 
Mstep: Class 19 contains 31946 members 
Mstep: Class 20 contains 32001 members 
Mstep: Class 21 contains 31678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 122.081490 but Gain 1995.468750
Score: -72911816.000000 Penalty: 39909.386719
Iteration 0F: 21 clusters Score -7.291182e+07 nChanged 633073
Entering Unmasked Mstep 
Mstep: Class 0 contains 2613 members 
Mstep: Class 1 contains 232452 members 
Mstep: Class 2 contains 154862 members 
Mstep: Class 3 contains 3948 members 
Mstep: Class 4 contains 9383 members 
Mstep: Class 5 contains 140363 members 
Mstep: Class 6 contains 1714 members 
Mstep: Class 7 contains 6581 members 
Mstep: Class 9 contains 1603 members 
Mstep: Class 10 contains 7938 members 
Mstep: Class 11 contains 20962 members 
Mstep: Class 12 contains 1171 members 
Mstep: Class 13 contains 30147 members 
Mstep: Class 14 contains 21111 members 
Mstep: Class 15 contains 3414 members 
Mstep: Class 16 contains 7558 members 
Mstep: Class 17 contains 4115 members 
Mstep: Class 18 contains 3277 members 
Mstep: Class 19 contains 5667 members 
Mstep: Class 20 contains 2818 members 
Mstep: Class 21 contains 5214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 321.535645 but Gain 1995.468750
Score: -79260304.000000 Penalty: 37913.917969
Iteration 1F: 20 clusters Score -7.92603e+07 nChanged 227845
Entering Unmasked Mstep 
Mstep: Class 0 contains 2629 members 
Mstep: Class 1 contains 213568 members 
Mstep: Class 2 contains 167002 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 16828 members 
Mstep: Class 5 contains 165376 members 
Mstep: Class 6 contains 1125 members 
Mstep: Class 7 contains 4149 members 
Mstep: Class 9 contains 473 members 
Mstep: Class 10 contains 12544 members 
Mstep: Class 11 contains 12744 members 
Mstep: Class 13 contains 25963 members 
Mstep: Class 14 contains 25000 members 
Mstep: Class 15 contains 2871 members 
Mstep: Class 16 contains 5487 members 
Mstep: Class 17 contains 1881 members 
Mstep: Class 18 contains 2761 members 
Mstep: Class 19 contains 2194 members 
Mstep: Class 20 contains 1881 members 
Mstep: Class 21 contains 1957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 346.423584 but Gain 1995.468750
Score: -79655792.000000 Penalty: 35918.449219
Iteration 2F: 19 clusters Score -7.965579e+07 nChanged 153171
Entering Unmasked Mstep 
Mstep: Class 0 contains 2547 members 
Mstep: Class 1 contains 198371 members 
Mstep: Class 2 contains 160258 members 
Mstep: Class 4 contains 25272 members 
Mstep: Class 5 contains 171194 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 3432 members 
Mstep: Class 9 contains 562 members 
Mstep: Class 10 contains 12225 members 
Mstep: Class 11 contains 16613 members 
Mstep: Class 13 contains 23259 members 
Mstep: Class 14 contains 30902 members 
Mstep: Class 15 contains 2479 members 
Mstep: Class 16 contains 4881 members 
Mstep: Class 17 contains 1774 members 
Mstep: Class 18 contains 4753 members 
Mstep: Class 19 contains 1876 members 
Mstep: Class 20 contains 2197 members 
Mstep: Class 21 contains 3477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -79907208.000000 Penalty: 35918.449219
Iteration 3F: 19 clusters Score -7.990721e+07 nChanged 122743
Entering Unmasked Mstep 
Mstep: Class 0 contains 2350 members 
Mstep: Class 1 contains 203247 members 
Mstep: Class 2 contains 159606 members 
Mstep: Class 4 contains 32570 members 
Mstep: Class 5 contains 146771 members 
Mstep: Class 6 contains 962 members 
Mstep: Class 7 contains 3007 members 
Mstep: Class 9 contains 768 members 
Mstep: Class 10 contains 9451 members 
Mstep: Class 11 contains 23382 members 
Mstep: Class 13 contains 22319 members 
Mstep: Class 14 contains 36880 members 
Mstep: Class 15 contains 2386 members 
Mstep: Class 16 contains 5355 members 
Mstep: Class 17 contains 2033 members 
Mstep: Class 18 contains 6347 members 
Mstep: Class 19 contains 1639 members 
Mstep: Class 20 contains 2176 members 
Mstep: Class 21 contains 5662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80084504.000000 Penalty: 35918.449219
Iteration 4F: 19 clusters Score -8.00845e+07 nChanged 99595
Entering Unmasked Mstep 
Mstep: Class 0 contains 1831 members 
Mstep: Class 1 contains 198730 members 
Mstep: Class 2 contains 152404 members 
Mstep: Class 4 contains 39300 members 
Mstep: Class 5 contains 135329 members 
Mstep: Class 6 contains 1105 members 
Mstep: Class 7 contains 2837 members 
Mstep: Class 9 contains 1289 members 
Mstep: Class 10 contains 7617 members 
Mstep: Class 11 contains 29927 members 
Mstep: Class 13 contains 22007 members 
Mstep: Class 14 contains 44276 members 
Mstep: Class 15 contains 2788 members 
Mstep: Class 16 contains 7213 members 
Mstep: Class 17 contains 2534 members 
Mstep: Class 18 contains 7082 members 
Mstep: Class 19 contains 1643 members 
Mstep: Class 20 contains 1759 members 
Mstep: Class 21 contains 7240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 1767.949219 but Gain 1995.468750
Score: -80210296.000000 Penalty: 33922.980469
Iteration 5F: 18 clusters Score -8.02103e+07 nChanged 80639
Entering Unmasked Mstep 
Mstep: Class 0 contains 1626 members 
Mstep: Class 1 contains 195160 members 
Mstep: Class 2 contains 138404 members 
Mstep: Class 4 contains 46342 members 
Mstep: Class 5 contains 125982 members 
Mstep: Class 6 contains 1285 members 
Mstep: Class 7 contains 2855 members 
Mstep: Class 9 contains 1481 members 
Mstep: Class 10 contains 6925 members 
Mstep: Class 11 contains 35707 members 
Mstep: Class 13 contains 23620 members 
Mstep: Class 14 contains 52588 members 
Mstep: Class 15 contains 3334 members 
Mstep: Class 16 contains 10959 members 
Mstep: Class 17 contains 3031 members 
Mstep: Class 18 contains 7625 members 
Mstep: Class 19 contains 1842 members 
Mstep: Class 21 contains 8145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80333824.000000 Penalty: 33922.980469
Iteration 6F: 18 clusters Score -8.033382e+07 nChanged 72316
Entering Unmasked Mstep 
Mstep: Class 0 contains 1034 members 
Mstep: Class 1 contains 195350 members 
Mstep: Class 2 contains 114979 members 
Mstep: Class 4 contains 52715 members 
Mstep: Class 5 contains 118651 members 
Mstep: Class 6 contains 1399 members 
Mstep: Class 7 contains 3117 members 
Mstep: Class 9 contains 2067 members 
Mstep: Class 10 contains 6715 members 
Mstep: Class 11 contains 40767 members 
Mstep: Class 13 contains 28418 members 
Mstep: Class 14 contains 60531 members 
Mstep: Class 15 contains 3960 members 
Mstep: Class 16 contains 14795 members 
Mstep: Class 17 contains 3408 members 
Mstep: Class 18 contains 8126 members 
Mstep: Class 19 contains 2055 members 
Mstep: Class 21 contains 8824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80432664.000000 Penalty: 33922.980469
Iteration 7F: 18 clusters Score -8.043266e+07 nChanged 54803
Entering Unmasked Mstep 
Mstep: Class 0 contains 925 members 
Mstep: Class 1 contains 196100 members 
Mstep: Class 2 contains 94658 members 
Mstep: Class 4 contains 57867 members 
Mstep: Class 5 contains 110852 members 
Mstep: Class 6 contains 1522 members 
Mstep: Class 7 contains 3525 members 
Mstep: Class 9 contains 2167 members 
Mstep: Class 10 contains 6654 members 
Mstep: Class 11 contains 45176 members 
Mstep: Class 13 contains 34077 members 
Mstep: Class 14 contains 67193 members 
Mstep: Class 15 contains 4617 members 
Mstep: Class 16 contains 17450 members 
Mstep: Class 17 contains 3767 members 
Mstep: Class 18 contains 8677 members 
Mstep: Class 19 contains 2243 members 
Mstep: Class 21 contains 9441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80485168.000000 Penalty: 33922.980469
Iteration 8F: 18 clusters Score -8.048517e+07 nChanged 41570
Entering Unmasked Mstep 
Mstep: Class 0 contains 888 members 
Mstep: Class 1 contains 196818 members 
Mstep: Class 2 contains 79233 members 
Mstep: Class 4 contains 61661 members 
Mstep: Class 5 contains 104053 members 
Mstep: Class 6 contains 1644 members 
Mstep: Class 7 contains 4051 members 
Mstep: Class 9 contains 2198 members 
Mstep: Class 10 contains 6648 members 
Mstep: Class 11 contains 48746 members 
Mstep: Class 13 contains 38079 members 
Mstep: Class 14 contains 72110 members 
Mstep: Class 15 contains 5311 members 
Mstep: Class 16 contains 19704 members 
Mstep: Class 17 contains 4199 members 
Mstep: Class 18 contains 9219 members 
Mstep: Class 19 contains 2428 members 
Mstep: Class 21 contains 9921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80519696.000000 Penalty: 33922.980469
Iteration 9F: 18 clusters Score -8.05197e+07 nChanged 31812
Entering Unmasked Mstep 
Mstep: Class 0 contains 841 members 
Mstep: Class 1 contains 197050 members 
Mstep: Class 2 contains 69354 members 
Mstep: Class 4 contains 64294 members 
Mstep: Class 5 contains 98421 members 
Mstep: Class 6 contains 1726 members 
Mstep: Class 7 contains 4648 members 
Mstep: Class 9 contains 2237 members 
Mstep: Class 10 contains 6665 members 
Mstep: Class 11 contains 51695 members 
Mstep: Class 13 contains 40071 members 
Mstep: Class 14 contains 75180 members 
Mstep: Class 15 contains 5984 members 
Mstep: Class 16 contains 21348 members 
Mstep: Class 17 contains 4726 members 
Mstep: Class 18 contains 9782 members 
Mstep: Class 19 contains 2659 members 
Mstep: Class 21 contains 10230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80540240.000000 Penalty: 33922.980469
Iteration 10Q: 18 clusters Score -8.054024e+07 nChanged 26782
Entering Unmasked Mstep 
Mstep: Class 0 contains 823 members 
Mstep: Class 1 contains 197107 members 
Mstep: Class 2 contains 62523 members 
Mstep: Class 4 contains 66049 members 
Mstep: Class 5 contains 93935 members 
Mstep: Class 6 contains 1848 members 
Mstep: Class 7 contains 5295 members 
Mstep: Class 9 contains 2246 members 
Mstep: Class 10 contains 6780 members 
Mstep: Class 11 contains 54297 members 
Mstep: Class 13 contains 40884 members 
Mstep: Class 14 contains 77013 members 
Mstep: Class 15 contains 6632 members 
Mstep: Class 16 contains 22346 members 
Mstep: Class 17 contains 5276 members 
Mstep: Class 18 contains 10568 members 
Mstep: Class 19 contains 2896 members 
Mstep: Class 21 contains 10393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80553440.000000 Penalty: 33922.980469
Iteration 11Q: 18 clusters Score -8.055344e+07 nChanged 22240
Entering Unmasked Mstep 
Mstep: Class 0 contains 822 members 
Mstep: Class 1 contains 197105 members 
Mstep: Class 2 contains 57208 members 
Mstep: Class 4 contains 67305 members 
Mstep: Class 5 contains 90480 members 
Mstep: Class 6 contains 1938 members 
Mstep: Class 7 contains 6052 members 
Mstep: Class 9 contains 2246 members 
Mstep: Class 10 contains 6956 members 
Mstep: Class 11 contains 56464 members 
Mstep: Class 13 contains 41033 members 
Mstep: Class 14 contains 78029 members 
Mstep: Class 15 contains 7246 members 
Mstep: Class 16 contains 23054 members 
Mstep: Class 17 contains 5826 members 
Mstep: Class 18 contains 11517 members 
Mstep: Class 19 contains 3154 members 
Mstep: Class 21 contains 10476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80564168.000000 Penalty: 33922.980469
Iteration 12Q: 18 clusters Score -8.056417e+07 nChanged 19782
Entering Unmasked Mstep 
Mstep: Class 0 contains 822 members 
Mstep: Class 1 contains 197082 members 
Mstep: Class 2 contains 52950 members 
Mstep: Class 4 contains 68153 members 
Mstep: Class 5 contains 87793 members 
Mstep: Class 6 contains 2034 members 
Mstep: Class 7 contains 6894 members 
Mstep: Class 9 contains 2245 members 
Mstep: Class 10 contains 7126 members 
Mstep: Class 11 contains 58233 members 
Mstep: Class 13 contains 40759 members 
Mstep: Class 14 contains 78604 members 
Mstep: Class 15 contains 7888 members 
Mstep: Class 16 contains 23562 members 
Mstep: Class 17 contains 6377 members 
Mstep: Class 18 contains 12575 members 
Mstep: Class 19 contains 3435 members 
Mstep: Class 21 contains 10379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80573256.000000 Penalty: 33922.980469
Iteration 13Q: 18 clusters Score -8.057326e+07 nChanged 18423
Entering Unmasked Mstep 
Mstep: Class 0 contains 822 members 
Mstep: Class 1 contains 196982 members 
Mstep: Class 2 contains 49548 members 
Mstep: Class 4 contains 68711 members 
Mstep: Class 5 contains 85730 members 
Mstep: Class 6 contains 2163 members 
Mstep: Class 7 contains 7830 members 
Mstep: Class 9 contains 2245 members 
Mstep: Class 10 contains 7226 members 
Mstep: Class 11 contains 59824 members 
Mstep: Class 13 contains 40392 members 
Mstep: Class 14 contains 78428 members 
Mstep: Class 15 contains 8517 members 
Mstep: Class 16 contains 23911 members 
Mstep: Class 17 contains 6850 members 
Mstep: Class 18 contains 13747 members 
Mstep: Class 19 contains 3774 members 
Mstep: Class 21 contains 10211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80583112.000000 Penalty: 33922.980469
Iteration 14Q: 18 clusters Score -8.058311e+07 nChanged 16656
Entering Unmasked Mstep 
Mstep: Class 0 contains 822 members 
Mstep: Class 1 contains 196864 members 
Mstep: Class 2 contains 46579 members 
Mstep: Class 4 contains 68970 members 
Mstep: Class 5 contains 84171 members 
Mstep: Class 6 contains 2311 members 
Mstep: Class 7 contains 8609 members 
Mstep: Class 9 contains 2245 members 
Mstep: Class 10 contains 7262 members 
Mstep: Class 11 contains 61157 members 
Mstep: Class 13 contains 40405 members 
Mstep: Class 14 contains 77879 members 
Mstep: Class 15 contains 9122 members 
Mstep: Class 16 contains 24202 members 
Mstep: Class 17 contains 7234 members 
Mstep: Class 18 contains 14974 members 
Mstep: Class 19 contains 4150 members 
Mstep: Class 21 contains 9955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80590456.000000 Penalty: 33922.980469
Iteration 15Q: 18 clusters Score -8.059046e+07 nChanged 14660
Entering Unmasked Mstep 
Mstep: Class 0 contains 822 members 
Mstep: Class 1 contains 196760 members 
Mstep: Class 2 contains 43938 members 
Mstep: Class 4 contains 69050 members 
Mstep: Class 5 contains 82975 members 
Mstep: Class 6 contains 2456 members 
Mstep: Class 7 contains 9124 members 
Mstep: Class 9 contains 2246 members 
Mstep: Class 10 contains 7243 members 
Mstep: Class 11 contains 62254 members 
Mstep: Class 13 contains 40775 members 
Mstep: Class 14 contains 77017 members 
Mstep: Class 15 contains 9695 members 
Mstep: Class 16 contains 24411 members 
Mstep: Class 17 contains 7585 members 
Mstep: Class 18 contains 16272 members 
Mstep: Class 19 contains 4638 members 
Mstep: Class 21 contains 9650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80596296.000000 Penalty: 33922.980469
Iteration 16Q: 18 clusters Score -8.05963e+07 nChanged 13031
Entering Unmasked Mstep 
Mstep: Class 0 contains 822 members 
Mstep: Class 1 contains 196607 members 
Mstep: Class 2 contains 41760 members 
Mstep: Class 4 contains 68970 members 
Mstep: Class 5 contains 82027 members 
Mstep: Class 6 contains 2603 members 
Mstep: Class 7 contains 9428 members 
Mstep: Class 9 contains 2246 members 
Mstep: Class 10 contains 7157 members 
Mstep: Class 11 contains 63170 members 
Mstep: Class 13 contains 41248 members 
Mstep: Class 14 contains 76034 members 
Mstep: Class 15 contains 10222 members 
Mstep: Class 16 contains 24593 members 
Mstep: Class 17 contains 7861 members 
Mstep: Class 18 contains 17544 members 
Mstep: Class 19 contains 5268 members 
Mstep: Class 21 contains 9351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80601552.000000 Penalty: 33922.980469
Iteration 17Q: 18 clusters Score -8.060155e+07 nChanged 11544
Entering Unmasked Mstep 
Mstep: Class 0 contains 822 members 
Mstep: Class 1 contains 196448 members 
Mstep: Class 2 contains 39889 members 
Mstep: Class 4 contains 68711 members 
Mstep: Class 5 contains 81211 members 
Mstep: Class 6 contains 2764 members 
Mstep: Class 7 contains 9551 members 
Mstep: Class 9 contains 2246 members 
Mstep: Class 10 contains 7005 members 
Mstep: Class 11 contains 63962 members 
Mstep: Class 13 contains 41700 members 
Mstep: Class 14 contains 75089 members 
Mstep: Class 15 contains 10728 members 
Mstep: Class 16 contains 24748 members 
Mstep: Class 17 contains 8087 members 
Mstep: Class 18 contains 18787 members 
Mstep: Class 19 contains 6110 members 
Mstep: Class 21 contains 9053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80606736.000000 Penalty: 33922.980469
Iteration 18Q: 18 clusters Score -8.060674e+07 nChanged 10590
Entering Unmasked Mstep 
Mstep: Class 0 contains 822 members 
Mstep: Class 1 contains 196324 members 
Mstep: Class 2 contains 38250 members 
Mstep: Class 4 contains 68225 members 
Mstep: Class 5 contains 80411 members 
Mstep: Class 6 contains 2911 members 
Mstep: Class 7 contains 9495 members 
Mstep: Class 9 contains 2246 members 
Mstep: Class 10 contains 6834 members 
Mstep: Class 11 contains 64615 members 
Mstep: Class 13 contains 42178 members 
Mstep: Class 14 contains 74327 members 
Mstep: Class 15 contains 11175 members 
Mstep: Class 16 contains 24874 members 
Mstep: Class 17 contains 8297 members 
Mstep: Class 18 contains 19967 members 
Mstep: Class 19 contains 7180 members 
Mstep: Class 21 contains 8780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80610768.000000 Penalty: 33922.980469
Iteration 19Q: 18 clusters Score -8.061077e+07 nChanged 9896
Entering Unmasked Mstep 
Mstep: Class 0 contains 822 members 
Mstep: Class 1 contains 196169 members 
Mstep: Class 2 contains 36942 members 
Mstep: Class 4 contains 67583 members 
Mstep: Class 5 contains 79728 members 
Mstep: Class 6 contains 3069 members 
Mstep: Class 7 contains 9347 members 
Mstep: Class 9 contains 2247 members 
Mstep: Class 10 contains 6609 members 
Mstep: Class 11 contains 65206 members 
Mstep: Class 13 contains 42565 members 
Mstep: Class 14 contains 73621 members 
Mstep: Class 15 contains 11639 members 
Mstep: Class 16 contains 24999 members 
Mstep: Class 17 contains 8439 members 
Mstep: Class 18 contains 20974 members 
Mstep: Class 19 contains 8429 members 
Mstep: Class 21 contains 8523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80616248.000000 Penalty: 33922.980469
Iteration 20F: 18 clusters Score -8.061625e+07 nChanged 9975
Entering Unmasked Mstep 
Mstep: Class 0 contains 756 members 
Mstep: Class 1 contains 196028 members 
Mstep: Class 2 contains 35609 members 
Mstep: Class 4 contains 66871 members 
Mstep: Class 5 contains 79045 members 
Mstep: Class 6 contains 3228 members 
Mstep: Class 7 contains 9324 members 
Mstep: Class 9 contains 2316 members 
Mstep: Class 10 contains 6343 members 
Mstep: Class 11 contains 65674 members 
Mstep: Class 13 contains 42975 members 
Mstep: Class 14 contains 72784 members 
Mstep: Class 15 contains 12081 members 
Mstep: Class 16 contains 25133 members 
Mstep: Class 17 contains 8612 members 
Mstep: Class 18 contains 21952 members 
Mstep: Class 19 contains 9939 members 
Mstep: Class 21 contains 8241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80621944.000000 Penalty: 33922.980469
Iteration 21Q: 18 clusters Score -8.062194e+07 nChanged 9616
Entering Unmasked Mstep 
Mstep: Class 0 contains 739 members 
Mstep: Class 1 contains 195855 members 
Mstep: Class 2 contains 34493 members 
Mstep: Class 4 contains 66057 members 
Mstep: Class 5 contains 78389 members 
Mstep: Class 6 contains 3420 members 
Mstep: Class 7 contains 9108 members 
Mstep: Class 9 contains 2336 members 
Mstep: Class 10 contains 6088 members 
Mstep: Class 11 contains 66038 members 
Mstep: Class 13 contains 43309 members 
Mstep: Class 14 contains 72123 members 
Mstep: Class 15 contains 12477 members 
Mstep: Class 16 contains 25227 members 
Mstep: Class 17 contains 8732 members 
Mstep: Class 18 contains 22876 members 
Mstep: Class 19 contains 11647 members 
Mstep: Class 21 contains 7997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80625704.000000 Penalty: 33922.980469
Iteration 22Q: 18 clusters Score -8.06257e+07 nChanged 9072
Entering Unmasked Mstep 
Mstep: Class 0 contains 739 members 
Mstep: Class 1 contains 195666 members 
Mstep: Class 2 contains 33492 members 
Mstep: Class 4 contains 65140 members 
Mstep: Class 5 contains 77767 members 
Mstep: Class 6 contains 3627 members 
Mstep: Class 7 contains 8783 members 
Mstep: Class 9 contains 2339 members 
Mstep: Class 10 contains 5822 members 
Mstep: Class 11 contains 66357 members 
Mstep: Class 13 contains 43654 members 
Mstep: Class 14 contains 71547 members 
Mstep: Class 15 contains 12878 members 
Mstep: Class 16 contains 25329 members 
Mstep: Class 17 contains 8806 members 
Mstep: Class 18 contains 23713 members 
Mstep: Class 19 contains 13491 members 
Mstep: Class 21 contains 7761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80629032.000000 Penalty: 33922.980469
Iteration 23Q: 18 clusters Score -8.062903e+07 nChanged 8814
Entering Unmasked Mstep 
Mstep: Class 0 contains 739 members 
Mstep: Class 1 contains 195359 members 
Mstep: Class 2 contains 32600 members 
Mstep: Class 4 contains 64165 members 
Mstep: Class 5 contains 77258 members 
Mstep: Class 6 contains 3833 members 
Mstep: Class 7 contains 8456 members 
Mstep: Class 9 contains 2341 members 
Mstep: Class 10 contains 5538 members 
Mstep: Class 11 contains 66634 members 
Mstep: Class 13 contains 44002 members 
Mstep: Class 14 contains 70915 members 
Mstep: Class 15 contains 13250 members 
Mstep: Class 16 contains 25405 members 
Mstep: Class 17 contains 8831 members 
Mstep: Class 18 contains 24555 members 
Mstep: Class 19 contains 15478 members 
Mstep: Class 21 contains 7552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80632432.000000 Penalty: 33922.980469
Iteration 24Q: 18 clusters Score -8.063243e+07 nChanged 8294
Entering Unmasked Mstep 
Mstep: Class 0 contains 739 members 
Mstep: Class 1 contains 195087 members 
Mstep: Class 2 contains 31845 members 
Mstep: Class 4 contains 63175 members 
Mstep: Class 5 contains 76751 members 
Mstep: Class 6 contains 4002 members 
Mstep: Class 7 contains 8096 members 
Mstep: Class 9 contains 2346 members 
Mstep: Class 10 contains 5311 members 
Mstep: Class 11 contains 66877 members 
Mstep: Class 13 contains 44311 members 
Mstep: Class 14 contains 70255 members 
Mstep: Class 15 contains 13562 members 
Mstep: Class 16 contains 25480 members 
Mstep: Class 17 contains 8843 members 
Mstep: Class 18 contains 25326 members 
Mstep: Class 19 contains 17577 members 
Mstep: Class 21 contains 7328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80636224.000000 Penalty: 33922.980469
Iteration 25Q: 18 clusters Score -8.063622e+07 nChanged 7969
Entering Unmasked Mstep 
Mstep: Class 0 contains 739 members 
Mstep: Class 1 contains 194735 members 
Mstep: Class 2 contains 31179 members 
Mstep: Class 4 contains 62148 members 
Mstep: Class 5 contains 76352 members 
Mstep: Class 6 contains 4168 members 
Mstep: Class 7 contains 7700 members 
Mstep: Class 9 contains 2350 members 
Mstep: Class 10 contains 5140 members 
Mstep: Class 11 contains 67096 members 
Mstep: Class 13 contains 44615 members 
Mstep: Class 14 contains 69633 members 
Mstep: Class 15 contains 13805 members 
Mstep: Class 16 contains 25512 members 
Mstep: Class 17 contains 8837 members 
Mstep: Class 18 contains 26032 members 
Mstep: Class 19 contains 19738 members 
Mstep: Class 21 contains 7132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80639280.000000 Penalty: 33922.980469
Iteration 26Q: 18 clusters Score -8.063928e+07 nChanged 7607
Entering Unmasked Mstep 
Mstep: Class 0 contains 739 members 
Mstep: Class 1 contains 194437 members 
Mstep: Class 2 contains 30557 members 
Mstep: Class 4 contains 61117 members 
Mstep: Class 5 contains 75916 members 
Mstep: Class 6 contains 4359 members 
Mstep: Class 7 contains 7342 members 
Mstep: Class 9 contains 2352 members 
Mstep: Class 10 contains 5046 members 
Mstep: Class 11 contains 67290 members 
Mstep: Class 13 contains 44922 members 
Mstep: Class 14 contains 69048 members 
Mstep: Class 15 contains 13961 members 
Mstep: Class 16 contains 25558 members 
Mstep: Class 17 contains 8803 members 
Mstep: Class 18 contains 26641 members 
Mstep: Class 19 contains 21876 members 
Mstep: Class 21 contains 6947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80641984.000000 Penalty: 33922.980469
Iteration 27Q: 18 clusters Score -8.064198e+07 nChanged 7283
Entering Unmasked Mstep 
Mstep: Class 0 contains 739 members 
Mstep: Class 1 contains 194044 members 
Mstep: Class 2 contains 29923 members 
Mstep: Class 4 contains 60194 members 
Mstep: Class 5 contains 75527 members 
Mstep: Class 6 contains 4519 members 
Mstep: Class 7 contains 7015 members 
Mstep: Class 9 contains 2356 members 
Mstep: Class 10 contains 4995 members 
Mstep: Class 11 contains 67459 members 
Mstep: Class 13 contains 45223 members 
Mstep: Class 14 contains 68494 members 
Mstep: Class 15 contains 14050 members 
Mstep: Class 16 contains 25598 members 
Mstep: Class 17 contains 8748 members 
Mstep: Class 18 contains 27226 members 
Mstep: Class 19 contains 24047 members 
Mstep: Class 21 contains 6754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80645152.000000 Penalty: 33922.980469
Iteration 28Q: 18 clusters Score -8.064515e+07 nChanged 7050
Entering Unmasked Mstep 
Mstep: Class 0 contains 739 members 
Mstep: Class 1 contains 193646 members 
Mstep: Class 2 contains 29364 members 
Mstep: Class 4 contains 59264 members 
Mstep: Class 5 contains 75145 members 
Mstep: Class 6 contains 4658 members 
Mstep: Class 7 contains 6675 members 
Mstep: Class 9 contains 2358 members 
Mstep: Class 10 contains 4946 members 
Mstep: Class 11 contains 67578 members 
Mstep: Class 13 contains 45473 members 
Mstep: Class 14 contains 67989 members 
Mstep: Class 15 contains 14139 members 
Mstep: Class 16 contains 25612 members 
Mstep: Class 17 contains 8675 members 
Mstep: Class 18 contains 27773 members 
Mstep: Class 19 contains 26280 members 
Mstep: Class 21 contains 6597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80648800.000000 Penalty: 33922.980469
Iteration 29Q: 18 clusters Score -8.06488e+07 nChanged 6822
Entering Unmasked Mstep 
Mstep: Class 0 contains 739 members 
Mstep: Class 1 contains 193209 members 
Mstep: Class 2 contains 28796 members 
Mstep: Class 4 contains 58351 members 
Mstep: Class 5 contains 74823 members 
Mstep: Class 6 contains 4810 members 
Mstep: Class 7 contains 6352 members 
Mstep: Class 9 contains 2360 members 
Mstep: Class 10 contains 4981 members 
Mstep: Class 11 contains 67605 members 
Mstep: Class 13 contains 45704 members 
Mstep: Class 14 contains 67531 members 
Mstep: Class 15 contains 14164 members 
Mstep: Class 16 contains 25651 members 
Mstep: Class 17 contains 8572 members 
Mstep: Class 18 contains 28253 members 
Mstep: Class 19 contains 28528 members 
Mstep: Class 21 contains 6482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80652560.000000 Penalty: 33922.980469
Iteration 30Q: 18 clusters Score -8.065256e+07 nChanged 6810
Entering Unmasked Mstep 
Mstep: Class 0 contains 739 members 
Mstep: Class 1 contains 192649 members 
Mstep: Class 2 contains 28297 members 
Mstep: Class 4 contains 57447 members 
Mstep: Class 5 contains 74565 members 
Mstep: Class 6 contains 4963 members 
Mstep: Class 7 contains 6053 members 
Mstep: Class 9 contains 2362 members 
Mstep: Class 10 contains 5262 members 
Mstep: Class 11 contains 67515 members 
Mstep: Class 13 contains 45910 members 
Mstep: Class 14 contains 67111 members 
Mstep: Class 15 contains 14069 members 
Mstep: Class 16 contains 25659 members 
Mstep: Class 17 contains 8470 members 
Mstep: Class 18 contains 28686 members 
Mstep: Class 19 contains 30788 members 
Mstep: Class 21 contains 6366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80656136.000000 Penalty: 33922.980469
Iteration 31Q: 18 clusters Score -8.065614e+07 nChanged 6217
Entering Unmasked Mstep 
Mstep: Class 0 contains 739 members 
Mstep: Class 1 contains 192014 members 
Mstep: Class 2 contains 27785 members 
Mstep: Class 4 contains 56641 members 
Mstep: Class 5 contains 74334 members 
Mstep: Class 6 contains 5120 members 
Mstep: Class 7 contains 5769 members 
Mstep: Class 9 contains 2364 members 
Mstep: Class 10 contains 5504 members 
Mstep: Class 11 contains 67404 members 
Mstep: Class 13 contains 46057 members 
Mstep: Class 14 contains 66793 members 
Mstep: Class 15 contains 13952 members 
Mstep: Class 16 contains 25688 members 
Mstep: Class 17 contains 8401 members 
Mstep: Class 18 contains 29073 members 
Mstep: Class 19 contains 33002 members 
Mstep: Class 21 contains 6271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80658816.000000 Penalty: 33922.980469
Iteration 32Q: 18 clusters Score -8.065882e+07 nChanged 5841
Entering Unmasked Mstep 
Mstep: Class 0 contains 739 members 
Mstep: Class 1 contains 191382 members 
Mstep: Class 2 contains 27339 members 
Mstep: Class 4 contains 55810 members 
Mstep: Class 5 contains 74112 members 
Mstep: Class 6 contains 5287 members 
Mstep: Class 7 contains 5492 members 
Mstep: Class 9 contains 2364 members 
Mstep: Class 10 contains 5689 members 
Mstep: Class 11 contains 67297 members 
Mstep: Class 13 contains 46197 members 
Mstep: Class 14 contains 66499 members 
Mstep: Class 15 contains 13833 members 
Mstep: Class 16 contains 25720 members 
Mstep: Class 17 contains 8334 members 
Mstep: Class 18 contains 29385 members 
Mstep: Class 19 contains 35240 members 
Mstep: Class 21 contains 6192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80661984.000000 Penalty: 33922.980469
Iteration 33Q: 18 clusters Score -8.066198e+07 nChanged 5629
Entering Unmasked Mstep 
Mstep: Class 0 contains 739 members 
Mstep: Class 1 contains 190657 members 
Mstep: Class 2 contains 26949 members 
Mstep: Class 4 contains 54999 members 
Mstep: Class 5 contains 73945 members 
Mstep: Class 6 contains 5443 members 
Mstep: Class 7 contains 5251 members 
Mstep: Class 9 contains 2365 members 
Mstep: Class 10 contains 5851 members 
Mstep: Class 11 contains 67106 members 
Mstep: Class 13 contains 46293 members 
Mstep: Class 14 contains 66220 members 
Mstep: Class 15 contains 13710 members 
Mstep: Class 16 contains 25734 members 
Mstep: Class 17 contains 8276 members 
Mstep: Class 18 contains 29671 members 
Mstep: Class 19 contains 37590 members 
Mstep: Class 21 contains 6112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80664616.000000 Penalty: 33922.980469
Iteration 34Q: 18 clusters Score -8.066462e+07 nChanged 5387
Entering Unmasked Mstep 
Mstep: Class 0 contains 739 members 
Mstep: Class 1 contains 189888 members 
Mstep: Class 2 contains 26594 members 
Mstep: Class 4 contains 54233 members 
Mstep: Class 5 contains 73800 members 
Mstep: Class 6 contains 5561 members 
Mstep: Class 7 contains 5023 members 
Mstep: Class 9 contains 2365 members 
Mstep: Class 10 contains 5985 members 
Mstep: Class 11 contains 66852 members 
Mstep: Class 13 contains 46355 members 
Mstep: Class 14 contains 65927 members 
Mstep: Class 15 contains 13585 members 
Mstep: Class 16 contains 25747 members 
Mstep: Class 17 contains 8223 members 
Mstep: Class 18 contains 29969 members 
Mstep: Class 19 contains 39999 members 
Mstep: Class 21 contains 6066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80667584.000000 Penalty: 33922.980469
Iteration 35Q: 18 clusters Score -8.066758e+07 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 739 members 
Mstep: Class 1 contains 189087 members 
Mstep: Class 2 contains 26269 members 
Mstep: Class 4 contains 53492 members 
Mstep: Class 5 contains 73676 members 
Mstep: Class 6 contains 5665 members 
Mstep: Class 7 contains 4797 members 
Mstep: Class 9 contains 2365 members 
Mstep: Class 10 contains 6107 members 
Mstep: Class 11 contains 66564 members 
Mstep: Class 13 contains 46413 members 
Mstep: Class 14 contains 65709 members 
Mstep: Class 15 contains 13460 members 
Mstep: Class 16 contains 25743 members 
Mstep: Class 17 contains 8160 members 
Mstep: Class 18 contains 30231 members 
Mstep: Class 19 contains 42403 members 
Mstep: Class 21 contains 6031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80670016.000000 Penalty: 33922.980469
Iteration 36Q: 18 clusters Score -8.067002e+07 nChanged 5148
Entering Unmasked Mstep 
Mstep: Class 0 contains 739 members 
Mstep: Class 1 contains 188268 members 
Mstep: Class 2 contains 26005 members 
Mstep: Class 4 contains 52654 members 
Mstep: Class 5 contains 73573 members 
Mstep: Class 6 contains 5757 members 
Mstep: Class 7 contains 4579 members 
Mstep: Class 9 contains 2365 members 
Mstep: Class 10 contains 6208 members 
Mstep: Class 11 contains 66265 members 
Mstep: Class 13 contains 46451 members 
Mstep: Class 14 contains 65539 members 
Mstep: Class 15 contains 13355 members 
Mstep: Class 16 contains 25750 members 
Mstep: Class 17 contains 8101 members 
Mstep: Class 18 contains 30427 members 
Mstep: Class 19 contains 44878 members 
Mstep: Class 21 contains 5997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80672256.000000 Penalty: 33922.980469
Iteration 37Q: 18 clusters Score -8.067226e+07 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 739 members 
Mstep: Class 1 contains 187438 members 
Mstep: Class 2 contains 25743 members 
Mstep: Class 4 contains 51824 members 
Mstep: Class 5 contains 73472 members 
Mstep: Class 6 contains 5867 members 
Mstep: Class 7 contains 4405 members 
Mstep: Class 9 contains 2365 members 
Mstep: Class 10 contains 6282 members 
Mstep: Class 11 contains 65943 members 
Mstep: Class 13 contains 46496 members 
Mstep: Class 14 contains 65388 members 
Mstep: Class 15 contains 13247 members 
Mstep: Class 16 contains 25773 members 
Mstep: Class 17 contains 8038 members 
Mstep: Class 18 contains 30597 members 
Mstep: Class 19 contains 47297 members 
Mstep: Class 21 contains 5997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80675048.000000 Penalty: 33922.980469
Iteration 38Q: 18 clusters Score -8.067505e+07 nChanged 4646
Entering ConstructFrom: 
Score: -80675048.000000 Penalty: 33922.980469
Entering ConstructFrom: 
Trying to split cluster 1 (186566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186566 members 
Entering Unmasked Estep 
Score: -23542776.000000 Penalty: 1805.917236
	Iteration 0F: 2 clusters Score -2.354278e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93179 members 
Mstep: Class 2 contains 93387 members 
Entering Unmasked Estep 
Score: -23496318.000000 Penalty: 3611.834473
	Iteration 0F: 3 clusters Score -2.349632e+07 nChanged 89626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93963 members 
Mstep: Class 2 contains 92603 members 
Entering Unmasked Estep 
Score: -23548220.000000 Penalty: 3611.834473
	Iteration 1F: 3 clusters Score -2.354822e+07 nChanged 8319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95704 members 
Mstep: Class 2 contains 90862 members 
Entering Unmasked Estep 
Score: -23549032.000000 Penalty: 3611.834473
	Iteration 2Q: 3 clusters Score -2.354903e+07 nChanged 8132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96194 members 
Mstep: Class 2 contains 90372 members 
Entering Unmasked Estep 
Score: -23550978.000000 Penalty: 3611.834473
	Iteration 3Q: 3 clusters Score -2.355098e+07 nChanged 8644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95604 members 
Mstep: Class 2 contains 90962 members 
Entering Unmasked Estep 
Score: -23553948.000000 Penalty: 3611.834473
	Iteration 4Q: 3 clusters Score -2.355395e+07 nChanged 9944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94684 members 
Mstep: Class 2 contains 91882 members 
Entering Unmasked Estep 
Score: -23558952.000000 Penalty: 3611.834473
	Iteration 5F: 3 clusters Score -2.355895e+07 nChanged 11687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94055 members 
Mstep: Class 2 contains 92511 members 
Entering Unmasked Estep 
Score: -23567088.000000 Penalty: 3611.834473
	Iteration 6F: 3 clusters Score -2.356709e+07 nChanged 13636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93747 members 
Mstep: Class 2 contains 92819 members 
Entering Unmasked Estep 
Score: -23577996.000000 Penalty: 3611.834473
	Iteration 7F: 3 clusters Score -2.3578e+07 nChanged 13529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93480 members 
Mstep: Class 2 contains 93086 members 
Entering Unmasked Estep 
Score: -23587408.000000 Penalty: 3611.834473
	Iteration 8F: 3 clusters Score -2.358741e+07 nChanged 10239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93221 members 
Mstep: Class 2 contains 93345 members 
Entering Unmasked Estep 
Score: -23591904.000000 Penalty: 3611.834473
	Iteration 9F: 3 clusters Score -2.35919e+07 nChanged 6049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93040 members 
Mstep: Class 2 contains 93526 members 
Entering Unmasked Estep 
Score: -23593906.000000 Penalty: 3611.834473
	Iteration 10Q: 3 clusters Score -2.359391e+07 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92809 members 
Mstep: Class 2 contains 93757 members 
Entering Unmasked Estep 
Score: -23595384.000000 Penalty: 3611.834473
	Iteration 11Q: 3 clusters Score -2.359538e+07 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92494 members 
Mstep: Class 2 contains 94072 members 
Entering Unmasked Estep 
Score: -23596930.000000 Penalty: 3611.834473
	Iteration 12Q: 3 clusters Score -2.359693e+07 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92091 members 
Mstep: Class 2 contains 94475 members 
Entering Unmasked Estep 
Score: -23598436.000000 Penalty: 3611.834473
	Iteration 13Q: 3 clusters Score -2.359844e+07 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91672 members 
Mstep: Class 2 contains 94894 members 
Entering Unmasked Estep 
Score: -23600400.000000 Penalty: 3611.834473
	Iteration 14Q: 3 clusters Score -2.36004e+07 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91062 members 
Mstep: Class 2 contains 95504 members 
Entering Unmasked Estep 
Score: -23602314.000000 Penalty: 3611.834473
	Iteration 15Q: 3 clusters Score -2.360231e+07 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90337 members 
Mstep: Class 2 contains 96229 members 
Entering Unmasked Estep 
Score: -23604530.000000 Penalty: 3611.834473
	Iteration 16Q: 3 clusters Score -2.360453e+07 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89675 members 
Mstep: Class 2 contains 96891 members 
Entering Unmasked Estep 
Score: -23606782.000000 Penalty: 3611.834473
	Iteration 17Q: 3 clusters Score -2.360678e+07 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88973 members 
Mstep: Class 2 contains 97593 members 
Entering Unmasked Estep 
Score: -23608892.000000 Penalty: 3611.834473
	Iteration 18Q: 3 clusters Score -2.360889e+07 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88399 members 
Mstep: Class 2 contains 98167 members 
Entering Unmasked Estep 
Score: -23610412.000000 Penalty: 3611.834473
	Iteration 19Q: 3 clusters Score -2.361041e+07 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87960 members 
Mstep: Class 2 contains 98606 members 
Entering Unmasked Estep 
Score: -23611390.000000 Penalty: 3611.834473
	Iteration 20F: 3 clusters Score -2.361139e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87728 members 
Mstep: Class 2 contains 98838 members 
Entering Unmasked Estep 
Score: -23612178.000000 Penalty: 3611.834473
	Iteration 21Q: 3 clusters Score -2.361218e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87699 members 
Mstep: Class 2 contains 98867 members 
Entering Unmasked Estep 
Score: -23612506.000000 Penalty: 3611.834473
	Iteration 22Q: 3 clusters Score -2.361251e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87773 members 
Mstep: Class 2 contains 98793 members 
Entering Unmasked Estep 
Score: -23612736.000000 Penalty: 3611.834473
	Iteration 23Q: 3 clusters Score -2.361274e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87910 members 
Mstep: Class 2 contains 98656 members 
Entering Unmasked Estep 
Score: -23612818.000000 Penalty: 3611.834473
	Iteration 24Q: 3 clusters Score -2.361282e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88061 members 
Mstep: Class 2 contains 98505 members 
Entering Unmasked Estep 
Score: -23612882.000000 Penalty: 3611.834473
	Iteration 25Q: 3 clusters Score -2.361288e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88225 members 
Mstep: Class 2 contains 98341 members 
Entering Unmasked Estep 
Score: -23612870.000000 Penalty: 3611.834473
	Iteration 26Q: 3 clusters Score -2.361287e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88340 members 
Mstep: Class 2 contains 98226 members 
Entering Unmasked Estep 
Score: -23612814.000000 Penalty: 3611.834473
	Iteration 27Q: 3 clusters Score -2.361281e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88430 members 
Mstep: Class 2 contains 98136 members 
Entering Unmasked Estep 
Score: -23612780.000000 Penalty: 3611.834473
	Iteration 28Q: 3 clusters Score -2.361278e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88529 members 
Mstep: Class 2 contains 98037 members 
Entering Unmasked Estep 
Score: -23612774.000000 Penalty: 3611.834473
	Iteration 29Q: 3 clusters Score -2.361277e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88586 members 
Mstep: Class 2 contains 97980 members 
Entering Unmasked Estep 
Score: -23612764.000000 Penalty: 3611.834473
	Iteration 30Q: 3 clusters Score -2.361276e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88628 members 
Mstep: Class 2 contains 97938 members 
Entering Unmasked Estep 
Score: -23612778.000000 Penalty: 3611.834473
	Iteration 31Q: 3 clusters Score -2.361278e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88678 members 
Mstep: Class 2 contains 97888 members 
Entering Unmasked Estep 
Score: -23612718.000000 Penalty: 3611.834473
	Iteration 32Q: 3 clusters Score -2.361272e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88718 members 
Mstep: Class 2 contains 97848 members 
Entering Unmasked Estep 
Score: -23612706.000000 Penalty: 3611.834473
	Iteration 33Q: 3 clusters Score -2.361271e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88747 members 
Mstep: Class 2 contains 97819 members 
Entering Unmasked Estep 
Score: -23612708.000000 Penalty: 3611.834473
	Iteration 34Q: 3 clusters Score -2.361271e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88780 members 
Mstep: Class 2 contains 97786 members 
Entering Unmasked Estep 
Score: -23612694.000000 Penalty: 3611.834473
	Iteration 35Q: 3 clusters Score -2.361269e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88806 members 
Mstep: Class 2 contains 97760 members 
Entering Unmasked Estep 
Score: -23612692.000000 Penalty: 3611.834473
	Iteration 36Q: 3 clusters Score -2.361269e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88842 members 
Mstep: Class 2 contains 97724 members 
Entering Unmasked Estep 
Score: -23612664.000000 Penalty: 3611.834473
	Iteration 37Q: 3 clusters Score -2.361266e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88868 members 
Mstep: Class 2 contains 97698 members 
Entering Unmasked Estep 
Score: -23612686.000000 Penalty: 3611.834473
	Iteration 38Q: 3 clusters Score -2.361269e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88897 members 
Mstep: Class 2 contains 97669 members 
Entering Unmasked Estep 
Score: -23612716.000000 Penalty: 3611.834473
	Iteration 39Q: 3 clusters Score -2.361272e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88947 members 
Mstep: Class 2 contains 97619 members 
Entering Unmasked Estep 
Score: -23612718.000000 Penalty: 3611.834473
	Iteration 40F: 3 clusters Score -2.361272e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88993 members 
Mstep: Class 2 contains 97573 members 
Entering Unmasked Estep 
Score: -23612688.000000 Penalty: 3611.834473
	Iteration 41Q: 3 clusters Score -2.361269e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89023 members 
Mstep: Class 2 contains 97543 members 
Entering Unmasked Estep 
Score: -23612696.000000 Penalty: 3611.834473
	Iteration 42Q: 3 clusters Score -2.36127e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89048 members 
Mstep: Class 2 contains 97518 members 
Entering Unmasked Estep 
Score: -23612686.000000 Penalty: 3611.834473
	Iteration 43Q: 3 clusters Score -2.361269e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89059 members 
Mstep: Class 2 contains 97507 members 
Entering Unmasked Estep 
Score: -23612698.000000 Penalty: 3611.834473
	Iteration 44Q: 3 clusters Score -2.36127e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89082 members 
Mstep: Class 2 contains 97484 members 
Entering Unmasked Estep 
Score: -23612688.000000 Penalty: 3611.834473
	Iteration 45Q: 3 clusters Score -2.361269e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89109 members 
Mstep: Class 2 contains 97457 members 
Entering Unmasked Estep 
Score: -23612710.000000 Penalty: 3611.834473
	Iteration 46Q: 3 clusters Score -2.361271e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89131 members 
Mstep: Class 2 contains 97435 members 
Entering Unmasked Estep 
Score: -23612696.000000 Penalty: 3611.834473
	Iteration 47Q: 3 clusters Score -2.36127e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89145 members 
Mstep: Class 2 contains 97421 members 
Entering Unmasked Estep 
Score: -23612690.000000 Penalty: 3611.834473
	Iteration 48Q: 3 clusters Score -2.361269e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89158 members 
Mstep: Class 2 contains 97408 members 
Entering Unmasked Estep 
Score: -23612700.000000 Penalty: 3611.834473
	Iteration 49Q: 3 clusters Score -2.36127e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89167 members 
Mstep: Class 2 contains 97399 members 
Entering Unmasked Estep 
Score: -23612694.000000 Penalty: 3611.834473
	Iteration 50Q: 3 clusters Score -2.361269e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89176 members 
Mstep: Class 2 contains 97390 members 
Entering Unmasked Estep 
Score: -23612684.000000 Penalty: 3611.834473
	Iteration 51Q: 3 clusters Score -2.361268e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89187 members 
Mstep: Class 2 contains 97379 members 
Entering Unmasked Estep 
Score: -23612696.000000 Penalty: 3611.834473
	Iteration 52Q: 3 clusters Score -2.36127e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89191 members 
Mstep: Class 2 contains 97375 members 
Entering Unmasked Estep 
Score: -23612688.000000 Penalty: 3611.834473
	Iteration 53Q: 3 clusters Score -2.361269e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89193 members 
Mstep: Class 2 contains 97373 members 
Entering Unmasked Estep 
Score: -23612710.000000 Penalty: 3611.834473
	Iteration 54Q: 3 clusters Score -2.361271e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89193 members 
Mstep: Class 2 contains 97373 members 
Entering Unmasked Estep 
Score: -23612700.000000 Penalty: 3611.834473
	Iteration 55Q: 3 clusters Score -2.36127e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89197 members 
Mstep: Class 2 contains 97369 members 
Entering Unmasked Estep 
Score: -23612716.000000 Penalty: 3611.834473
	Iteration 56Q: 3 clusters Score -2.361272e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89201 members 
Mstep: Class 2 contains 97365 members 
Entering Unmasked Estep 
Score: -23612710.000000 Penalty: 3611.834473
	Iteration 57Q: 3 clusters Score -2.361271e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89202 members 
Mstep: Class 2 contains 97364 members 
Entering Unmasked Estep 
Score: -23612708.000000 Penalty: 3611.834473
	Iteration 58Q: 3 clusters Score -2.361271e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89204 members 
Mstep: Class 2 contains 97362 members 
Entering Unmasked Estep 
Score: -23612690.000000 Penalty: 3611.834473
	Iteration 59Q: 3 clusters Score -2.361269e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89204 members 
Mstep: Class 2 contains 97362 members 
Entering Unmasked Estep 
Score: -23612692.000000 Penalty: 3611.834473
	Iteration 60F: 3 clusters Score -2.361269e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89203 members 
Mstep: Class 2 contains 97363 members 
Entering Unmasked Estep 
Score: -23612692.000000 Penalty: 3611.834473
	Iteration 61Q: 3 clusters Score -2.361269e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89204 members 
Mstep: Class 2 contains 97362 members 
Entering Unmasked Estep 
Score: -23612692.000000 Penalty: 3611.834473
	Iteration 62Q: 3 clusters Score -2.361269e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89205 members 
Mstep: Class 2 contains 97361 members 
Entering Unmasked Estep 
Score: -23612702.000000 Penalty: 3611.834473
	Iteration 63Q: 3 clusters Score -2.36127e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89207 members 
Mstep: Class 2 contains 97359 members 
Entering Unmasked Estep 
Score: -23612690.000000 Penalty: 3611.834473
	Iteration 64Q: 3 clusters Score -2.361269e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89207 members 
Mstep: Class 2 contains 97359 members 
Entering Unmasked Estep 
Score: -23612678.000000 Penalty: 3611.834473
	Iteration 65Q: 3 clusters Score -2.361268e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89207 members 
Mstep: Class 2 contains 97359 members 
Entering Unmasked Estep 
Score: -23612678.000000 Penalty: 3611.834473
	Iteration 66F: 3 clusters Score -2.361268e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 739 members 
Mstep: Class 1 contains 89207 members 
Mstep: Class 2 contains 25477 members 
Mstep: Class 3 contains 97359 members 
Mstep: Class 4 contains 51111 members 
Mstep: Class 5 contains 73401 members 
Mstep: Class 6 contains 5967 members 
Mstep: Class 7 contains 4279 members 
Mstep: Class 9 contains 2367 members 
Mstep: Class 10 contains 6364 members 
Mstep: Class 11 contains 65610 members 
Mstep: Class 13 contains 46532 members 
Mstep: Class 14 contains 65240 members 
Mstep: Class 15 contains 13148 members 
Mstep: Class 16 contains 25773 members 
Mstep: Class 17 contains 7979 members 
Mstep: Class 18 contains 30748 members 
Mstep: Class 19 contains 49616 members 
Mstep: Class 21 contains 5994 members 
Entering Unmasked Estep 
Score: -80746984.000000 Penalty: 35918.449219
Splitting cluster 1 changes total score from -80675048.000000 to -80746984.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 2 (25477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25477 members 
Entering Unmasked Estep 
Score: -3169643.500000 Penalty: 1509.655151
	Iteration 0F: 2 clusters Score -3169644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -3153046.750000 Penalty: 3019.310303
	Iteration 0F: 3 clusters Score -3153047 nChanged 11309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -3159170.250000 Penalty: 3019.310303
	Iteration 1F: 3 clusters Score -3159170 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -3159564.500000 Penalty: 3019.310303
	Iteration 2Q: 3 clusters Score -3159564 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -3159877.500000 Penalty: 3019.310303
	Iteration 3Q: 3 clusters Score -3159878 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -3160115.000000 Penalty: 3019.310303
	Iteration 4Q: 3 clusters Score -3160115 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -3160341.500000 Penalty: 3019.310303
	Iteration 5Q: 3 clusters Score -3160342 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -3160512.250000 Penalty: 3019.310303
	Iteration 6Q: 3 clusters Score -3160512 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -3160703.000000 Penalty: 3019.310303
	Iteration 7Q: 3 clusters Score -3160703 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -3160870.500000 Penalty: 3019.310303
	Iteration 8Q: 3 clusters Score -3160870 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -3161038.250000 Penalty: 3019.310303
	Iteration 9Q: 3 clusters Score -3161038 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -3161218.000000 Penalty: 3019.310303
	Iteration 10Q: 3 clusters Score -3161218 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -3161441.500000 Penalty: 3019.310303
	Iteration 11Q: 3 clusters Score -3161442 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -3161694.250000 Penalty: 3019.310303
	Iteration 12Q: 3 clusters Score -3161694 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -3162002.000000 Penalty: 3019.310303
	Iteration 13Q: 3 clusters Score -3162002 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -3162396.500000 Penalty: 3019.310303
	Iteration 14Q: 3 clusters Score -3162396 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -3162885.000000 Penalty: 3019.310303
	Iteration 15Q: 3 clusters Score -3162885 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -3163501.000000 Penalty: 3019.310303
	Iteration 16Q: 3 clusters Score -3163501 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -3164212.500000 Penalty: 3019.310303
	Iteration 17Q: 3 clusters Score -3164212 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -3164907.750000 Penalty: 3019.310303
	Iteration 18Q: 3 clusters Score -3164908 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -3165522.500000 Penalty: 3019.310303
	Iteration 19Q: 3 clusters Score -3165522 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21331 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -3166022.750000 Penalty: 3019.310303
	Iteration 20F: 3 clusters Score -3166023 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21921 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -3166408.500000 Penalty: 3019.310303
	Iteration 21Q: 3 clusters Score -3166408 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22420 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -3166741.250000 Penalty: 3019.310303
	Iteration 22Q: 3 clusters Score -3166741 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22878 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -3167068.750000 Penalty: 3019.310303
	Iteration 23Q: 3 clusters Score -3167069 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23281 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -3167402.750000 Penalty: 3019.310303
	Iteration 24Q: 3 clusters Score -3167403 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23645 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -3167770.000000 Penalty: 3019.310303
	Iteration 25Q: 3 clusters Score -3167770 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23912 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -3168134.250000 Penalty: 3019.310303
	Iteration 26Q: 3 clusters Score -3168134 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -3168584.000000 Penalty: 3019.310303
	Iteration 27Q: 3 clusters Score -3168584 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24125 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -3168822.000000 Penalty: 3019.310303
	Iteration 28Q: 3 clusters Score -3168822 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24114 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -3168865.250000 Penalty: 3019.310303
	Iteration 29Q: 3 clusters Score -3168865 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24100 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -3168881.250000 Penalty: 3019.310303
	Iteration 30Q: 3 clusters Score -3168881 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24086 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -3168896.750000 Penalty: 3019.310303
	Iteration 31Q: 3 clusters Score -3168897 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24068 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -3168908.500000 Penalty: 3019.310303
	Iteration 32Q: 3 clusters Score -3168908 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24055 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -3168927.500000 Penalty: 3019.310303
	Iteration 33Q: 3 clusters Score -3168928 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24028 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -3168935.750000 Penalty: 3019.310303
	Iteration 34Q: 3 clusters Score -3168936 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24014 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -3168946.000000 Penalty: 3019.310303
	Iteration 35Q: 3 clusters Score -3168946 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23994 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -3168961.250000 Penalty: 3019.310303
	Iteration 36Q: 3 clusters Score -3168961 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23975 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -3168968.000000 Penalty: 3019.310303
	Iteration 37Q: 3 clusters Score -3168968 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -3168973.750000 Penalty: 3019.310303
	Iteration 38Q: 3 clusters Score -3168974 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23947 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -3168984.750000 Penalty: 3019.310303
	Iteration 39Q: 3 clusters Score -3168985 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23937 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -3168990.750000 Penalty: 3019.310303
	Iteration 40F: 3 clusters Score -3168991 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -3168998.000000 Penalty: 3019.310303
	Iteration 41Q: 3 clusters Score -3168998 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23921 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -3169002.750000 Penalty: 3019.310303
	Iteration 42Q: 3 clusters Score -3169003 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23909 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -3169008.250000 Penalty: 3019.310303
	Iteration 43Q: 3 clusters Score -3169008 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23900 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -3169018.500000 Penalty: 3019.310303
	Iteration 44Q: 3 clusters Score -3169018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23891 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -3169021.250000 Penalty: 3019.310303
	Iteration 45Q: 3 clusters Score -3169021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23888 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -3169022.250000 Penalty: 3019.310303
	Iteration 46Q: 3 clusters Score -3169022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23888 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -3169028.000000 Penalty: 3019.310303
	Iteration 47Q: 3 clusters Score -3169028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23889 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -3169027.000000 Penalty: 3019.310303
	Iteration 48Q: 3 clusters Score -3169027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23889 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -3169027.750000 Penalty: 3019.310303
	Iteration 49Q: 3 clusters Score -3169028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23885 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -3169029.500000 Penalty: 3019.310303
	Iteration 50Q: 3 clusters Score -3169030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -3169026.500000 Penalty: 3019.310303
	Iteration 51Q: 3 clusters Score -3169026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23885 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -3169027.000000 Penalty: 3019.310303
	Iteration 52Q: 3 clusters Score -3169027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23886 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -3169025.250000 Penalty: 3019.310303
	Iteration 53Q: 3 clusters Score -3169025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23885 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -3169023.750000 Penalty: 3019.310303
	Iteration 54Q: 3 clusters Score -3169024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23885 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -3169023.750000 Penalty: 3019.310303
	Iteration 55F: 3 clusters Score -3169024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (51111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51111 members 
Entering Unmasked Estep 
Score: -6154297.000000 Penalty: 1613.253174
	Iteration 0F: 2 clusters Score -6154297 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25706 members 
Mstep: Class 2 contains 25405 members 
Entering Unmasked Estep 
Score: -6121822.000000 Penalty: 3226.506348
	Iteration 0F: 3 clusters Score -6121822 nChanged 23411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27853 members 
Mstep: Class 2 contains 23258 members 
Entering Unmasked Estep 
Score: -6134969.000000 Penalty: 3226.506348
	Iteration 1F: 3 clusters Score -6134969 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29318 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -6136465.500000 Penalty: 3226.506348
	Iteration 2F: 3 clusters Score -6136466 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31254 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -6138465.000000 Penalty: 3226.506348
	Iteration 3F: 3 clusters Score -6138465 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33667 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -6140935.000000 Penalty: 3226.506348
	Iteration 4F: 3 clusters Score -6140935 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36414 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -6143715.000000 Penalty: 3226.506348
	Iteration 5F: 3 clusters Score -6143715 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39239 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -6146353.000000 Penalty: 3226.506348
	Iteration 6F: 3 clusters Score -6146353 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41669 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -6148467.000000 Penalty: 3226.506348
	Iteration 7F: 3 clusters Score -6148467 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43582 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -6150139.000000 Penalty: 3226.506348
	Iteration 8Q: 3 clusters Score -6150139 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44949 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -6151379.500000 Penalty: 3226.506348
	Iteration 9Q: 3 clusters Score -6151380 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45846 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -6152214.000000 Penalty: 3226.506348
	Iteration 10Q: 3 clusters Score -6152214 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46487 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -6152723.500000 Penalty: 3226.506348
	Iteration 11Q: 3 clusters Score -6152724 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46974 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -6153027.500000 Penalty: 3226.506348
	Iteration 12Q: 3 clusters Score -6153028 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47339 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -6153245.500000 Penalty: 3226.506348
	Iteration 13Q: 3 clusters Score -6153246 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47639 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -6153374.500000 Penalty: 3226.506348
	Iteration 14Q: 3 clusters Score -6153374 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47893 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -6153498.000000 Penalty: 3226.506348
	Iteration 15Q: 3 clusters Score -6153498 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48130 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -6153619.000000 Penalty: 3226.506348
	Iteration 16Q: 3 clusters Score -6153619 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48290 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -6153664.500000 Penalty: 3226.506348
	Iteration 17Q: 3 clusters Score -6153664 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48410 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -6153737.000000 Penalty: 3226.506348
	Iteration 18Q: 3 clusters Score -6153737 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48500 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -6153773.500000 Penalty: 3226.506348
	Iteration 19Q: 3 clusters Score -6153774 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48596 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -6153811.500000 Penalty: 3226.506348
	Iteration 20F: 3 clusters Score -6153812 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48667 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -6153832.000000 Penalty: 3226.506348
	Iteration 21Q: 3 clusters Score -6153832 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48745 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -6153871.500000 Penalty: 3226.506348
	Iteration 22Q: 3 clusters Score -6153872 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48810 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -6153896.000000 Penalty: 3226.506348
	Iteration 23Q: 3 clusters Score -6153896 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48858 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -6153897.500000 Penalty: 3226.506348
	Iteration 24Q: 3 clusters Score -6153898 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48899 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -6153914.500000 Penalty: 3226.506348
	Iteration 25Q: 3 clusters Score -6153914 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48928 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -6153930.500000 Penalty: 3226.506348
	Iteration 26Q: 3 clusters Score -6153930 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48950 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -6153939.500000 Penalty: 3226.506348
	Iteration 27Q: 3 clusters Score -6153940 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48973 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -6153937.500000 Penalty: 3226.506348
	Iteration 28Q: 3 clusters Score -6153938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48984 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -6153941.500000 Penalty: 3226.506348
	Iteration 29Q: 3 clusters Score -6153942 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48998 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -6153939.500000 Penalty: 3226.506348
	Iteration 30Q: 3 clusters Score -6153940 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49012 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -6153948.500000 Penalty: 3226.506348
	Iteration 31Q: 3 clusters Score -6153948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49016 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -6153942.500000 Penalty: 3226.506348
	Iteration 32Q: 3 clusters Score -6153942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49017 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -6153942.000000 Penalty: 3226.506348
	Iteration 33Q: 3 clusters Score -6153942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49018 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -6153944.500000 Penalty: 3226.506348
	Iteration 34Q: 3 clusters Score -6153944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49021 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -6153943.000000 Penalty: 3226.506348
	Iteration 35Q: 3 clusters Score -6153943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49021 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -6153943.000000 Penalty: 3226.506348
	Iteration 36F: 3 clusters Score -6153943 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (73401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73401 members 
Entering Unmasked Estep 
Score: -9198819.000000 Penalty: 1667.109497
	Iteration 0F: 2 clusters Score -9198819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36676 members 
Mstep: Class 2 contains 36725 members 
Entering Unmasked Estep 
Score: -9154977.000000 Penalty: 3334.218994
	Iteration 0F: 3 clusters Score -9154977 nChanged 34262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36686 members 
Mstep: Class 2 contains 36715 members 
Entering Unmasked Estep 
Score: -9175325.000000 Penalty: 3334.218994
	Iteration 1F: 3 clusters Score -9175325 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36712 members 
Mstep: Class 2 contains 36689 members 
Entering Unmasked Estep 
Score: -9176734.000000 Penalty: 3334.218994
	Iteration 2Q: 3 clusters Score -9176734 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36667 members 
Mstep: Class 2 contains 36734 members 
Entering Unmasked Estep 
Score: -9178851.000000 Penalty: 3334.218994
	Iteration 3F: 3 clusters Score -9178851 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36531 members 
Mstep: Class 2 contains 36870 members 
Entering Unmasked Estep 
Score: -9182483.000000 Penalty: 3334.218994
	Iteration 4F: 3 clusters Score -9182483 nChanged 5306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36359 members 
Mstep: Class 2 contains 37042 members 
Entering Unmasked Estep 
Score: -9188853.000000 Penalty: 3334.218994
	Iteration 5F: 3 clusters Score -9188853 nChanged 6114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37551 members 
Mstep: Class 2 contains 35850 members 
Entering Unmasked Estep 
Score: -9197283.000000 Penalty: 3334.218994
	Iteration 6F: 3 clusters Score -9197283 nChanged 6188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40665 members 
Mstep: Class 2 contains 32736 members 
Entering Unmasked Estep 
Score: -9204631.000000 Penalty: 3334.218994
	Iteration 7F: 3 clusters Score -9204631 nChanged 5037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44278 members 
Mstep: Class 2 contains 29123 members 
Entering Unmasked Estep 
Score: -9211899.000000 Penalty: 3334.218994
	Iteration 8F: 3 clusters Score -9211899 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46895 members 
Mstep: Class 2 contains 26506 members 
Entering Unmasked Estep 
Score: -9218559.000000 Penalty: 3334.218994
	Iteration 9Q: 3 clusters Score -9218559 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48510 members 
Mstep: Class 2 contains 24891 members 
Entering Unmasked Estep 
Score: -9222043.000000 Penalty: 3334.218994
	Iteration 10Q: 3 clusters Score -9222043 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49459 members 
Mstep: Class 2 contains 23942 members 
Entering Unmasked Estep 
Score: -9223653.000000 Penalty: 3334.218994
	Iteration 11Q: 3 clusters Score -9223653 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50079 members 
Mstep: Class 2 contains 23322 members 
Entering Unmasked Estep 
Score: -9224537.000000 Penalty: 3334.218994
	Iteration 12Q: 3 clusters Score -9224537 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50530 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -9225014.000000 Penalty: 3334.218994
	Iteration 13Q: 3 clusters Score -9225014 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50847 members 
Mstep: Class 2 contains 22554 members 
Entering Unmasked Estep 
Score: -9225303.000000 Penalty: 3334.218994
	Iteration 14Q: 3 clusters Score -9225303 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51073 members 
Mstep: Class 2 contains 22328 members 
Entering Unmasked Estep 
Score: -9225400.000000 Penalty: 3334.218994
	Iteration 15Q: 3 clusters Score -9225400 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51250 members 
Mstep: Class 2 contains 22151 members 
Entering Unmasked Estep 
Score: -9225496.000000 Penalty: 3334.218994
	Iteration 16Q: 3 clusters Score -9225496 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51381 members 
Mstep: Class 2 contains 22020 members 
Entering Unmasked Estep 
Score: -9225552.000000 Penalty: 3334.218994
	Iteration 17Q: 3 clusters Score -9225552 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51466 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -9225557.000000 Penalty: 3334.218994
	Iteration 18Q: 3 clusters Score -9225557 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51516 members 
Mstep: Class 2 contains 21885 members 
Entering Unmasked Estep 
Score: -9225572.000000 Penalty: 3334.218994
	Iteration 19Q: 3 clusters Score -9225572 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51551 members 
Mstep: Class 2 contains 21850 members 
Entering Unmasked Estep 
Score: -9225581.000000 Penalty: 3334.218994
	Iteration 20F: 3 clusters Score -9225581 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51586 members 
Mstep: Class 2 contains 21815 members 
Entering Unmasked Estep 
Score: -9225568.000000 Penalty: 3334.218994
	Iteration 21Q: 3 clusters Score -9225568 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51612 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
Score: -9225584.000000 Penalty: 3334.218994
	Iteration 22Q: 3 clusters Score -9225584 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51628 members 
Mstep: Class 2 contains 21773 members 
Entering Unmasked Estep 
Score: -9225576.000000 Penalty: 3334.218994
	Iteration 23Q: 3 clusters Score -9225576 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51643 members 
Mstep: Class 2 contains 21758 members 
Entering Unmasked Estep 
Score: -9225570.000000 Penalty: 3334.218994
	Iteration 24Q: 3 clusters Score -9225570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51653 members 
Mstep: Class 2 contains 21748 members 
Entering Unmasked Estep 
Score: -9225563.000000 Penalty: 3334.218994
	Iteration 25Q: 3 clusters Score -9225563 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51660 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -9225564.000000 Penalty: 3334.218994
	Iteration 26Q: 3 clusters Score -9225564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51666 members 
Mstep: Class 2 contains 21735 members 
Entering Unmasked Estep 
Score: -9225581.000000 Penalty: 3334.218994
	Iteration 27Q: 3 clusters Score -9225581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51673 members 
Mstep: Class 2 contains 21728 members 
Entering Unmasked Estep 
Score: -9225571.000000 Penalty: 3334.218994
	Iteration 28Q: 3 clusters Score -9225571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51678 members 
Mstep: Class 2 contains 21723 members 
Entering Unmasked Estep 
Score: -9225575.000000 Penalty: 3334.218994
	Iteration 29Q: 3 clusters Score -9225575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51683 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -9225582.000000 Penalty: 3334.218994
	Iteration 30Q: 3 clusters Score -9225582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51686 members 
Mstep: Class 2 contains 21715 members 
Entering Unmasked Estep 
Score: -9225579.000000 Penalty: 3334.218994
	Iteration 31Q: 3 clusters Score -9225579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51688 members 
Mstep: Class 2 contains 21713 members 
Entering Unmasked Estep 
Score: -9225568.000000 Penalty: 3334.218994
	Iteration 32Q: 3 clusters Score -9225568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51689 members 
Mstep: Class 2 contains 21712 members 
Entering Unmasked Estep 
Score: -9225574.000000 Penalty: 3334.218994
	Iteration 33Q: 3 clusters Score -9225574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51690 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -9225564.000000 Penalty: 3334.218994
	Iteration 34Q: 3 clusters Score -9225564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51690 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -9225564.000000 Penalty: 3334.218994
	Iteration 35F: 3 clusters Score -9225564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 739 members 
Mstep: Class 1 contains 89207 members 
Mstep: Class 2 contains 25477 members 
Mstep: Class 3 contains 97359 members 
Mstep: Class 4 contains 51111 members 
Mstep: Class 5 contains 51690 members 
Mstep: Class 6 contains 5967 members 
Mstep: Class 7 contains 4279 members 
Mstep: Class 8 contains 21711 members 
Mstep: Class 9 contains 2367 members 
Mstep: Class 10 contains 6364 members 
Mstep: Class 11 contains 65610 members 
Mstep: Class 13 contains 46532 members 
Mstep: Class 14 contains 65240 members 
Mstep: Class 15 contains 13148 members 
Mstep: Class 16 contains 25773 members 
Mstep: Class 17 contains 7979 members 
Mstep: Class 18 contains 30748 members 
Mstep: Class 19 contains 49616 members 
Mstep: Class 21 contains 5994 members 
Entering Unmasked Estep 
Score: -80773688.000000 Penalty: 37913.917969
Splitting cluster 5 changes total score from -80675048.000000 to -80773688.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 6 (5967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Entering Unmasked Estep 
Score: -662385.062500 Penalty: 1293.667114
	Iteration 0F: 2 clusters Score -662385.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -658193.437500 Penalty: 2587.334229
	Iteration 0F: 3 clusters Score -658193.4 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -660191.250000 Penalty: 2587.334229
	Iteration 1F: 3 clusters Score -660191.2 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -661399.500000 Penalty: 2587.334229
	Iteration 2F: 3 clusters Score -661399.5 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -662456.187500 Penalty: 2587.334229
	Iteration 3F: 3 clusters Score -662456.2 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -663034.437500 Penalty: 2587.334229
	Iteration 4F: 3 clusters Score -663034.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -663308.750000 Penalty: 2587.334229
	Iteration 5F: 3 clusters Score -663308.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -663439.937500 Penalty: 2587.334229
	Iteration 6Q: 3 clusters Score -663439.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -663506.875000 Penalty: 2587.334229
	Iteration 7Q: 3 clusters Score -663506.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -663536.500000 Penalty: 2587.334229
	Iteration 8Q: 3 clusters Score -663536.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -663547.500000 Penalty: 2587.334229
	Iteration 9Q: 3 clusters Score -663547.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -663560.062500 Penalty: 2587.334229
	Iteration 10Q: 3 clusters Score -663560.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -663570.187500 Penalty: 2587.334229
	Iteration 11Q: 3 clusters Score -663570.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -663575.000000 Penalty: 2587.334229
	Iteration 12Q: 3 clusters Score -663575 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -663577.125000 Penalty: 2587.334229
	Iteration 13Q: 3 clusters Score -663577.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -663576.625000 Penalty: 2587.334229
	Iteration 14Q: 3 clusters Score -663576.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -663577.687500 Penalty: 2587.334229
	Iteration 15Q: 3 clusters Score -663577.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -663578.875000 Penalty: 2587.334229
	Iteration 16Q: 3 clusters Score -663578.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -663578.312500 Penalty: 2587.334229
	Iteration 17Q: 3 clusters Score -663578.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -663579.500000 Penalty: 2587.334229
	Iteration 18Q: 3 clusters Score -663579.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -663581.625000 Penalty: 2587.334229
	Iteration 19Q: 3 clusters Score -663581.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -663581.812500 Penalty: 2587.334229
	Iteration 20F: 3 clusters Score -663581.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 739 members 
Mstep: Class 1 contains 89207 members 
Mstep: Class 2 contains 25477 members 
Mstep: Class 3 contains 97359 members 
Mstep: Class 4 contains 51111 members 
Mstep: Class 5 contains 51690 members 
Mstep: Class 6 contains 3680 members 
Mstep: Class 7 contains 4279 members 
Mstep: Class 8 contains 21711 members 
Mstep: Class 9 contains 2367 members 
Mstep: Class 10 contains 6364 members 
Mstep: Class 11 contains 65610 members 
Mstep: Class 12 contains 2287 members 
Mstep: Class 13 contains 46532 members 
Mstep: Class 14 contains 65240 members 
Mstep: Class 15 contains 13148 members 
Mstep: Class 16 contains 25773 members 
Mstep: Class 17 contains 7979 members 
Mstep: Class 18 contains 30748 members 
Mstep: Class 19 contains 49616 members 
Mstep: Class 21 contains 5994 members 
Entering Unmasked Estep 
Score: -80773952.000000 Penalty: 39909.386719
Splitting cluster 6 changes total score from -80675048.000000 to -80773952.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 7 (4279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Entering Unmasked Estep 
Score: -558407.062500 Penalty: 1244.187500
	Iteration 0F: 2 clusters Score -558407.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -555129.625000 Penalty: 2488.375000
	Iteration 0F: 3 clusters Score -555129.6 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -556078.687500 Penalty: 2488.375000
	Iteration 1F: 3 clusters Score -556078.7 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -556262.562500 Penalty: 2488.375000
	Iteration 2F: 3 clusters Score -556262.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -556366.750000 Penalty: 2488.375000
	Iteration 3Q: 3 clusters Score -556366.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -556433.500000 Penalty: 2488.375000
	Iteration 4Q: 3 clusters Score -556433.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -556476.312500 Penalty: 2488.375000
	Iteration 5Q: 3 clusters Score -556476.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -556511.000000 Penalty: 2488.375000
	Iteration 6Q: 3 clusters Score -556511 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -556541.062500 Penalty: 2488.375000
	Iteration 7Q: 3 clusters Score -556541.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -556566.687500 Penalty: 2488.375000
	Iteration 8Q: 3 clusters Score -556566.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -556595.875000 Penalty: 2488.375000
	Iteration 9Q: 3 clusters Score -556595.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -556613.375000 Penalty: 2488.375000
	Iteration 10Q: 3 clusters Score -556613.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -556626.375000 Penalty: 2488.375000
	Iteration 11Q: 3 clusters Score -556626.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -556633.625000 Penalty: 2488.375000
	Iteration 12Q: 3 clusters Score -556633.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -556638.062500 Penalty: 2488.375000
	Iteration 13Q: 3 clusters Score -556638.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -556643.250000 Penalty: 2488.375000
	Iteration 14Q: 3 clusters Score -556643.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -556645.750000 Penalty: 2488.375000
	Iteration 15Q: 3 clusters Score -556645.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -556647.812500 Penalty: 2488.375000
	Iteration 16Q: 3 clusters Score -556647.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -556649.750000 Penalty: 2488.375000
	Iteration 17Q: 3 clusters Score -556649.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -556651.125000 Penalty: 2488.375000
	Iteration 18Q: 3 clusters Score -556651.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -556652.125000 Penalty: 2488.375000
	Iteration 19Q: 3 clusters Score -556652.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -556652.750000 Penalty: 2488.375000
	Iteration 20F: 3 clusters Score -556652.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -556653.125000 Penalty: 2488.375000
	Iteration 21Q: 3 clusters Score -556653.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -556654.437500 Penalty: 2488.375000
	Iteration 22Q: 3 clusters Score -556654.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -556654.875000 Penalty: 2488.375000
	Iteration 23Q: 3 clusters Score -556654.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -556655.187500 Penalty: 2488.375000
	Iteration 24Q: 3 clusters Score -556655.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -556655.562500 Penalty: 2488.375000
	Iteration 25Q: 3 clusters Score -556655.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -556655.750000 Penalty: 2488.375000
	Iteration 26Q: 3 clusters Score -556655.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -556656.500000 Penalty: 2488.375000
	Iteration 27Q: 3 clusters Score -556656.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -556657.250000 Penalty: 2488.375000
	Iteration 28Q: 3 clusters Score -556657.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -556659.000000 Penalty: 2488.375000
	Iteration 29Q: 3 clusters Score -556659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -556659.812500 Penalty: 2488.375000
	Iteration 30Q: 3 clusters Score -556659.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -556660.625000 Penalty: 2488.375000
	Iteration 31Q: 3 clusters Score -556660.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -556662.812500 Penalty: 2488.375000
	Iteration 32Q: 3 clusters Score -556662.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -556663.000000 Penalty: 2488.375000
	Iteration 33Q: 3 clusters Score -556663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -556664.625000 Penalty: 2488.375000
	Iteration 34Q: 3 clusters Score -556664.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -556665.062500 Penalty: 2488.375000
	Iteration 35Q: 3 clusters Score -556665.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -556667.125000 Penalty: 2488.375000
	Iteration 36Q: 3 clusters Score -556667.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -556669.375000 Penalty: 2488.375000
	Iteration 37Q: 3 clusters Score -556669.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -556670.687500 Penalty: 2488.375000
	Iteration 38Q: 3 clusters Score -556670.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -556673.687500 Penalty: 2488.375000
	Iteration 39Q: 3 clusters Score -556673.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -556674.125000 Penalty: 2488.375000
	Iteration 40F: 3 clusters Score -556674.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -556675.625000 Penalty: 2488.375000
	Iteration 41Q: 3 clusters Score -556675.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -556677.500000 Penalty: 2488.375000
	Iteration 42Q: 3 clusters Score -556677.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -556678.250000 Penalty: 2488.375000
	Iteration 43Q: 3 clusters Score -556678.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -556678.687500 Penalty: 2488.375000
	Iteration 44Q: 3 clusters Score -556678.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -556679.062500 Penalty: 2488.375000
	Iteration 45Q: 3 clusters Score -556679.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -556680.125000 Penalty: 2488.375000
	Iteration 46Q: 3 clusters Score -556680.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -556680.250000 Penalty: 2488.375000
	Iteration 47Q: 3 clusters Score -556680.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -556679.875000 Penalty: 2488.375000
	Iteration 48Q: 3 clusters Score -556679.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -556679.312500 Penalty: 2488.375000
	Iteration 49Q: 3 clusters Score -556679.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -556680.625000 Penalty: 2488.375000
	Iteration 50Q: 3 clusters Score -556680.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -556680.625000 Penalty: 2488.375000
	Iteration 51F: 3 clusters Score -556680.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Entering Unmasked Estep 
Score: -184695.875000 Penalty: 1156.083618
	Iteration 0F: 2 clusters Score -184695.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -183168.781250 Penalty: 2312.167236
	Iteration 0F: 3 clusters Score -183168.8 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -190976.437500 Penalty: 2312.167236
	Iteration 1F: 3 clusters Score -190976.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -195844.671875 Penalty: 2312.167236
	Iteration 2F: 3 clusters Score -195844.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -196186.171875 Penalty: 2312.167236
	Iteration 3Q: 3 clusters Score -196186.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -196280.843750 Penalty: 2312.167236
	Iteration 4Q: 3 clusters Score -196280.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -196320.203125 Penalty: 2312.167236
	Iteration 5Q: 3 clusters Score -196320.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -196351.843750 Penalty: 2312.167236
	Iteration 6Q: 3 clusters Score -196351.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -196363.562500 Penalty: 2312.167236
	Iteration 7Q: 3 clusters Score -196363.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -196363.562500 Penalty: 2312.167236
	Iteration 8F: 3 clusters Score -196363.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 739 members 
Mstep: Class 1 contains 89207 members 
Mstep: Class 2 contains 25477 members 
Mstep: Class 3 contains 97359 members 
Mstep: Class 4 contains 51111 members 
Mstep: Class 5 contains 51690 members 
Mstep: Class 6 contains 3680 members 
Mstep: Class 7 contains 4279 members 
Mstep: Class 8 contains 21711 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 6364 members 
Mstep: Class 11 contains 65610 members 
Mstep: Class 12 contains 2287 members 
Mstep: Class 13 contains 46532 members 
Mstep: Class 14 contains 65240 members 
Mstep: Class 15 contains 13148 members 
Mstep: Class 16 contains 25773 members 
Mstep: Class 17 contains 7979 members 
Mstep: Class 18 contains 30748 members 
Mstep: Class 19 contains 49616 members 
Mstep: Class 20 contains 1793 members 
Mstep: Class 21 contains 5994 members 
Entering Unmasked Estep 
Score: -80784952.000000 Penalty: 41904.855469
Splitting cluster 9 changes total score from -80675048.000000 to -80784952.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 10 (6364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Entering Unmasked Estep 
Score: -764652.375000 Penalty: 1303.251831
	Iteration 0F: 2 clusters Score -764652.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -760205.125000 Penalty: 2606.503662
	Iteration 0F: 3 clusters Score -760205.1 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -761633.812500 Penalty: 2606.503662
	Iteration 1F: 3 clusters Score -761633.8 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -761894.125000 Penalty: 2606.503662
	Iteration 2F: 3 clusters Score -761894.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -762083.187500 Penalty: 2606.503662
	Iteration 3F: 3 clusters Score -762083.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -762262.562500 Penalty: 2606.503662
	Iteration 4Q: 3 clusters Score -762262.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -762433.250000 Penalty: 2606.503662
	Iteration 5Q: 3 clusters Score -762433.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -762600.562500 Penalty: 2606.503662
	Iteration 6Q: 3 clusters Score -762600.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -762758.437500 Penalty: 2606.503662
	Iteration 7Q: 3 clusters Score -762758.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -762914.750000 Penalty: 2606.503662
	Iteration 8Q: 3 clusters Score -762914.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -763053.125000 Penalty: 2606.503662
	Iteration 9Q: 3 clusters Score -763053.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -763163.562500 Penalty: 2606.503662
	Iteration 10Q: 3 clusters Score -763163.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -763271.062500 Penalty: 2606.503662
	Iteration 11Q: 3 clusters Score -763271.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -763376.375000 Penalty: 2606.503662
	Iteration 12Q: 3 clusters Score -763376.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -763481.500000 Penalty: 2606.503662
	Iteration 13Q: 3 clusters Score -763481.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -763590.375000 Penalty: 2606.503662
	Iteration 14Q: 3 clusters Score -763590.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -763696.875000 Penalty: 2606.503662
	Iteration 15Q: 3 clusters Score -763696.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -763784.875000 Penalty: 2606.503662
	Iteration 16Q: 3 clusters Score -763784.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -763856.125000 Penalty: 2606.503662
	Iteration 17Q: 3 clusters Score -763856.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -763903.687500 Penalty: 2606.503662
	Iteration 18Q: 3 clusters Score -763903.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -763940.750000 Penalty: 2606.503662
	Iteration 19Q: 3 clusters Score -763940.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -763967.187500 Penalty: 2606.503662
	Iteration 20F: 3 clusters Score -763967.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -763981.000000 Penalty: 2606.503662
	Iteration 21Q: 3 clusters Score -763981 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -763990.000000 Penalty: 2606.503662
	Iteration 22Q: 3 clusters Score -763990 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -764000.375000 Penalty: 2606.503662
	Iteration 23Q: 3 clusters Score -764000.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -764011.500000 Penalty: 2606.503662
	Iteration 24Q: 3 clusters Score -764011.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -764017.562500 Penalty: 2606.503662
	Iteration 25Q: 3 clusters Score -764017.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -764027.062500 Penalty: 2606.503662
	Iteration 26Q: 3 clusters Score -764027.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -764033.312500 Penalty: 2606.503662
	Iteration 27Q: 3 clusters Score -764033.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -764038.937500 Penalty: 2606.503662
	Iteration 28Q: 3 clusters Score -764038.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -764045.812500 Penalty: 2606.503662
	Iteration 29Q: 3 clusters Score -764045.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -764047.937500 Penalty: 2606.503662
	Iteration 30Q: 3 clusters Score -764047.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -764051.687500 Penalty: 2606.503662
	Iteration 31Q: 3 clusters Score -764051.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -764056.875000 Penalty: 2606.503662
	Iteration 32Q: 3 clusters Score -764056.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -764063.000000 Penalty: 2606.503662
	Iteration 33Q: 3 clusters Score -764063 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -764068.687500 Penalty: 2606.503662
	Iteration 34Q: 3 clusters Score -764068.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -764072.437500 Penalty: 2606.503662
	Iteration 35Q: 3 clusters Score -764072.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -764077.000000 Penalty: 2606.503662
	Iteration 36Q: 3 clusters Score -764077 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -764080.750000 Penalty: 2606.503662
	Iteration 37Q: 3 clusters Score -764080.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -764081.937500 Penalty: 2606.503662
	Iteration 38Q: 3 clusters Score -764081.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -764082.875000 Penalty: 2606.503662
	Iteration 39Q: 3 clusters Score -764082.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -764083.312500 Penalty: 2606.503662
	Iteration 40F: 3 clusters Score -764083.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -764083.875000 Penalty: 2606.503662
	Iteration 41Q: 3 clusters Score -764083.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -764087.750000 Penalty: 2606.503662
	Iteration 42Q: 3 clusters Score -764087.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -764088.187500 Penalty: 2606.503662
	Iteration 43Q: 3 clusters Score -764088.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -764091.875000 Penalty: 2606.503662
	Iteration 44Q: 3 clusters Score -764091.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -764093.687500 Penalty: 2606.503662
	Iteration 45Q: 3 clusters Score -764093.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -764092.687500 Penalty: 2606.503662
	Iteration 46Q: 3 clusters Score -764092.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -764094.437500 Penalty: 2606.503662
	Iteration 47Q: 3 clusters Score -764094.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -764094.437500 Penalty: 2606.503662
	Iteration 48Q: 3 clusters Score -764094.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -764094.437500 Penalty: 2606.503662
	Iteration 49F: 3 clusters Score -764094.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (65610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65610 members 
Entering Unmasked Estep 
Score: -8056132.000000 Penalty: 1650.412720
	Iteration 0F: 2 clusters Score -8056132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33033 members 
Mstep: Class 2 contains 32577 members 
Entering Unmasked Estep 
Score: -8015131.000000 Penalty: 3300.825439
	Iteration 0F: 3 clusters Score -8015131 nChanged 30574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35095 members 
Mstep: Class 2 contains 30515 members 
Entering Unmasked Estep 
Score: -8032736.500000 Penalty: 3300.825439
	Iteration 1F: 3 clusters Score -8032736 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36594 members 
Mstep: Class 2 contains 29016 members 
Entering Unmasked Estep 
Score: -8034199.000000 Penalty: 3300.825439
	Iteration 2F: 3 clusters Score -8034199 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38813 members 
Mstep: Class 2 contains 26797 members 
Entering Unmasked Estep 
Score: -8036238.000000 Penalty: 3300.825439
	Iteration 3F: 3 clusters Score -8036238 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41926 members 
Mstep: Class 2 contains 23684 members 
Entering Unmasked Estep 
Score: -8039177.500000 Penalty: 3300.825439
	Iteration 4F: 3 clusters Score -8039178 nChanged 5214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45814 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -8043187.500000 Penalty: 3300.825439
	Iteration 5F: 3 clusters Score -8043188 nChanged 5180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49680 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -8047765.000000 Penalty: 3300.825439
	Iteration 6F: 3 clusters Score -8047765 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52437 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -8051470.500000 Penalty: 3300.825439
	Iteration 7F: 3 clusters Score -8051470 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53854 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -8053560.000000 Penalty: 3300.825439
	Iteration 8Q: 3 clusters Score -8053560 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54475 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -8054446.500000 Penalty: 3300.825439
	Iteration 9Q: 3 clusters Score -8054446 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54775 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -8054856.000000 Penalty: 3300.825439
	Iteration 10Q: 3 clusters Score -8054856 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55011 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -8055107.000000 Penalty: 3300.825439
	Iteration 11Q: 3 clusters Score -8055107 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55190 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -8055218.000000 Penalty: 3300.825439
	Iteration 12Q: 3 clusters Score -8055218 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55338 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -8055326.000000 Penalty: 3300.825439
	Iteration 13Q: 3 clusters Score -8055326 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55453 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -8055413.000000 Penalty: 3300.825439
	Iteration 14Q: 3 clusters Score -8055413 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55536 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -8055471.500000 Penalty: 3300.825439
	Iteration 15Q: 3 clusters Score -8055472 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55604 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -8055572.500000 Penalty: 3300.825439
	Iteration 16Q: 3 clusters Score -8055572 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55672 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -8055649.000000 Penalty: 3300.825439
	Iteration 17Q: 3 clusters Score -8055649 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55717 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -8055715.500000 Penalty: 3300.825439
	Iteration 18Q: 3 clusters Score -8055716 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55758 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -8055804.500000 Penalty: 3300.825439
	Iteration 19Q: 3 clusters Score -8055804 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55799 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -8055890.500000 Penalty: 3300.825439
	Iteration 20F: 3 clusters Score -8055890 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55815 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -8055955.500000 Penalty: 3300.825439
	Iteration 21Q: 3 clusters Score -8055956 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55831 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -8056052.000000 Penalty: 3300.825439
	Iteration 22Q: 3 clusters Score -8056052 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55860 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -8056120.000000 Penalty: 3300.825439
	Iteration 23Q: 3 clusters Score -8056120 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55875 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -8056204.000000 Penalty: 3300.825439
	Iteration 24Q: 3 clusters Score -8056204 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55875 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -8056257.500000 Penalty: 3300.825439
	Iteration 25Q: 3 clusters Score -8056258 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55886 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -8056308.500000 Penalty: 3300.825439
	Iteration 26Q: 3 clusters Score -8056308 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55907 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -8056381.500000 Penalty: 3300.825439
	Iteration 27Q: 3 clusters Score -8056382 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55911 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -8056421.000000 Penalty: 3300.825439
	Iteration 28Q: 3 clusters Score -8056421 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55898 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -8056429.000000 Penalty: 3300.825439
	Iteration 29Q: 3 clusters Score -8056429 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55898 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -8056453.500000 Penalty: 3300.825439
	Iteration 30Q: 3 clusters Score -8056454 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55873 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -8056498.000000 Penalty: 3300.825439
	Iteration 31Q: 3 clusters Score -8056498 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55863 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -8056524.500000 Penalty: 3300.825439
	Iteration 32Q: 3 clusters Score -8056524 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55853 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -8056534.000000 Penalty: 3300.825439
	Iteration 33Q: 3 clusters Score -8056534 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55844 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -8056555.000000 Penalty: 3300.825439
	Iteration 34Q: 3 clusters Score -8056555 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55843 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -8056577.000000 Penalty: 3300.825439
	Iteration 35Q: 3 clusters Score -8056577 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55841 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -8056585.500000 Penalty: 3300.825439
	Iteration 36Q: 3 clusters Score -8056586 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55849 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -8056588.000000 Penalty: 3300.825439
	Iteration 37Q: 3 clusters Score -8056588 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55853 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -8056588.500000 Penalty: 3300.825439
	Iteration 38Q: 3 clusters Score -8056588 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55854 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -8056594.000000 Penalty: 3300.825439
	Iteration 39Q: 3 clusters Score -8056594 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55854 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -8056614.500000 Penalty: 3300.825439
	Iteration 40F: 3 clusters Score -8056614 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55858 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -8056615.500000 Penalty: 3300.825439
	Iteration 41Q: 3 clusters Score -8056616 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55869 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -8056610.500000 Penalty: 3300.825439
	Iteration 42Q: 3 clusters Score -8056610 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55869 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -8056602.000000 Penalty: 3300.825439
	Iteration 43Q: 3 clusters Score -8056602 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55872 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -8056607.000000 Penalty: 3300.825439
	Iteration 44Q: 3 clusters Score -8056607 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55882 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -8056597.500000 Penalty: 3300.825439
	Iteration 45Q: 3 clusters Score -8056598 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55879 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -8056586.500000 Penalty: 3300.825439
	Iteration 46Q: 3 clusters Score -8056586 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55880 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -8056581.000000 Penalty: 3300.825439
	Iteration 47Q: 3 clusters Score -8056581 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55874 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -8056575.500000 Penalty: 3300.825439
	Iteration 48Q: 3 clusters Score -8056576 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55868 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -8056583.500000 Penalty: 3300.825439
	Iteration 49Q: 3 clusters Score -8056584 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55871 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -8056574.500000 Penalty: 3300.825439
	Iteration 50Q: 3 clusters Score -8056574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55872 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -8056580.500000 Penalty: 3300.825439
	Iteration 51Q: 3 clusters Score -8056580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55868 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -8056591.000000 Penalty: 3300.825439
	Iteration 52Q: 3 clusters Score -8056591 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55870 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -8056572.000000 Penalty: 3300.825439
	Iteration 53Q: 3 clusters Score -8056572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55870 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -8056569.500000 Penalty: 3300.825439
	Iteration 54Q: 3 clusters Score -8056570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55869 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -8056571.500000 Penalty: 3300.825439
	Iteration 55Q: 3 clusters Score -8056572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55870 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -8056572.000000 Penalty: 3300.825439
	Iteration 56Q: 3 clusters Score -8056572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55869 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -8056573.000000 Penalty: 3300.825439
	Iteration 57Q: 3 clusters Score -8056573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55868 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -8056576.500000 Penalty: 3300.825439
	Iteration 58Q: 3 clusters Score -8056576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55870 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -8056576.000000 Penalty: 3300.825439
	Iteration 59Q: 3 clusters Score -8056576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55870 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -8056576.000000 Penalty: 3300.825439
	Iteration 60F: 3 clusters Score -8056576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 739 members 
Mstep: Class 1 contains 89207 members 
Mstep: Class 2 contains 25477 members 
Mstep: Class 3 contains 97359 members 
Mstep: Class 4 contains 51111 members 
Mstep: Class 5 contains 51690 members 
Mstep: Class 6 contains 3680 members 
Mstep: Class 7 contains 4279 members 
Mstep: Class 8 contains 21711 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 6364 members 
Mstep: Class 11 contains 55870 members 
Mstep: Class 12 contains 2287 members 
Mstep: Class 13 contains 46532 members 
Mstep: Class 14 contains 65240 members 
Mstep: Class 15 contains 13148 members 
Mstep: Class 16 contains 25773 members 
Mstep: Class 17 contains 7979 members 
Mstep: Class 18 contains 30748 members 
Mstep: Class 19 contains 49616 members 
Mstep: Class 20 contains 1793 members 
Mstep: Class 21 contains 5994 members 
Mstep: Class 22 contains 9740 members 
Entering Unmasked Estep 
Score: -80785400.000000 Penalty: 43900.324219
Splitting cluster 11 changes total score from -80675048.000000 to -80785400.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 13 (46532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46532 members 
Entering Unmasked Estep 
Score: -5816181.000000 Penalty: 1599.286865
	Iteration 0F: 2 clusters Score -5816181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -5786492.500000 Penalty: 3198.573730
	Iteration 0F: 3 clusters Score -5786492 nChanged 21444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -5798262.000000 Penalty: 3198.573730
	Iteration 1F: 3 clusters Score -5798262 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23320 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -5798819.500000 Penalty: 3198.573730
	Iteration 2Q: 3 clusters Score -5798820 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23425 members 
Mstep: Class 2 contains 23107 members 
Entering Unmasked Estep 
Score: -5799263.500000 Penalty: 3198.573730
	Iteration 3Q: 3 clusters Score -5799264 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23653 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
Score: -5799595.000000 Penalty: 3198.573730
	Iteration 4Q: 3 clusters Score -5799595 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23886 members 
Mstep: Class 2 contains 22646 members 
Entering Unmasked Estep 
Score: -5799987.500000 Penalty: 3198.573730
	Iteration 5Q: 3 clusters Score -5799988 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24225 members 
Mstep: Class 2 contains 22307 members 
Entering Unmasked Estep 
Score: -5800382.500000 Penalty: 3198.573730
	Iteration 6Q: 3 clusters Score -5800382 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24659 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -5800830.000000 Penalty: 3198.573730
	Iteration 7Q: 3 clusters Score -5800830 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25211 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -5801432.500000 Penalty: 3198.573730
	Iteration 8Q: 3 clusters Score -5801432 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25863 members 
Mstep: Class 2 contains 20669 members 
Entering Unmasked Estep 
Score: -5802110.500000 Penalty: 3198.573730
	Iteration 9Q: 3 clusters Score -5802110 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26689 members 
Mstep: Class 2 contains 19843 members 
Entering Unmasked Estep 
Score: -5803013.500000 Penalty: 3198.573730
	Iteration 10Q: 3 clusters Score -5803014 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27685 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -5804346.000000 Penalty: 3198.573730
	Iteration 11Q: 3 clusters Score -5804346 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28807 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -5806378.500000 Penalty: 3198.573730
	Iteration 12Q: 3 clusters Score -5806378 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29820 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -5808722.000000 Penalty: 3198.573730
	Iteration 13F: 3 clusters Score -5808722 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30535 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -5810935.500000 Penalty: 3198.573730
	Iteration 14F: 3 clusters Score -5810936 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31185 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -5814830.000000 Penalty: 3198.573730
	Iteration 15F: 3 clusters Score -5814830 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31542 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -5826444.000000 Penalty: 3198.573730
	Iteration 16F: 3 clusters Score -5826444 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30197 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -5830839.500000 Penalty: 3198.573730
	Iteration 17Q: 3 clusters Score -5830840 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29539 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -5831619.500000 Penalty: 3198.573730
	Iteration 18Q: 3 clusters Score -5831620 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29192 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -5831818.500000 Penalty: 3198.573730
	Iteration 19Q: 3 clusters Score -5831818 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29006 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -5831848.500000 Penalty: 3198.573730
	Iteration 20F: 3 clusters Score -5831848 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28927 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -5831866.000000 Penalty: 3198.573730
	Iteration 21Q: 3 clusters Score -5831866 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28892 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -5831877.000000 Penalty: 3198.573730
	Iteration 22Q: 3 clusters Score -5831877 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28870 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -5831881.500000 Penalty: 3198.573730
	Iteration 23Q: 3 clusters Score -5831882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28856 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -5831882.500000 Penalty: 3198.573730
	Iteration 24Q: 3 clusters Score -5831882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28853 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -5831882.000000 Penalty: 3198.573730
	Iteration 25Q: 3 clusters Score -5831882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28853 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -5831882.000000 Penalty: 3198.573730
	Iteration 26F: 3 clusters Score -5831882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 739 members 
Mstep: Class 1 contains 89207 members 
Mstep: Class 2 contains 25477 members 
Mstep: Class 3 contains 97359 members 
Mstep: Class 4 contains 51111 members 
Mstep: Class 5 contains 51690 members 
Mstep: Class 6 contains 3680 members 
Mstep: Class 7 contains 4279 members 
Mstep: Class 8 contains 21711 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 6364 members 
Mstep: Class 11 contains 55870 members 
Mstep: Class 12 contains 2287 members 
Mstep: Class 13 contains 28853 members 
Mstep: Class 14 contains 65240 members 
Mstep: Class 15 contains 13148 members 
Mstep: Class 16 contains 25773 members 
Mstep: Class 17 contains 7979 members 
Mstep: Class 18 contains 30748 members 
Mstep: Class 19 contains 49616 members 
Mstep: Class 20 contains 1793 members 
Mstep: Class 21 contains 5994 members 
Mstep: Class 22 contains 9740 members 
Mstep: Class 23 contains 17679 members 
Entering Unmasked Estep 
Score: -80801192.000000 Penalty: 45895.796875
Splitting cluster 13 changes total score from -80675048.000000 to -80801192.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 14 (65240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65240 members 
Entering Unmasked Estep 
Score: -8111694.500000 Penalty: 1649.571167
	Iteration 0F: 2 clusters Score -8111694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32867 members 
Mstep: Class 2 contains 32373 members 
Entering Unmasked Estep 
Score: -8071224.000000 Penalty: 3299.142334
	Iteration 0F: 3 clusters Score -8071224 nChanged 30500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34085 members 
Mstep: Class 2 contains 31155 members 
Entering Unmasked Estep 
Score: -8088739.000000 Penalty: 3299.142334
	Iteration 1F: 3 clusters Score -8088739 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34751 members 
Mstep: Class 2 contains 30489 members 
Entering Unmasked Estep 
Score: -8089775.000000 Penalty: 3299.142334
	Iteration 2Q: 3 clusters Score -8089775 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35626 members 
Mstep: Class 2 contains 29614 members 
Entering Unmasked Estep 
Score: -8090880.500000 Penalty: 3299.142334
	Iteration 3Q: 3 clusters Score -8090880 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36805 members 
Mstep: Class 2 contains 28435 members 
Entering Unmasked Estep 
Score: -8092064.500000 Penalty: 3299.142334
	Iteration 4Q: 3 clusters Score -8092064 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38274 members 
Mstep: Class 2 contains 26966 members 
Entering Unmasked Estep 
Score: -8093366.500000 Penalty: 3299.142334
	Iteration 5Q: 3 clusters Score -8093366 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40187 members 
Mstep: Class 2 contains 25053 members 
Entering Unmasked Estep 
Score: -8094672.500000 Penalty: 3299.142334
	Iteration 6Q: 3 clusters Score -8094672 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42605 members 
Mstep: Class 2 contains 22635 members 
Entering Unmasked Estep 
Score: -8096119.500000 Penalty: 3299.142334
	Iteration 7Q: 3 clusters Score -8096120 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45530 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -8097757.000000 Penalty: 3299.142334
	Iteration 8Q: 3 clusters Score -8097757 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48846 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -8099651.000000 Penalty: 3299.142334
	Iteration 9F: 3 clusters Score -8099651 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52432 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -8101766.000000 Penalty: 3299.142334
	Iteration 10F: 3 clusters Score -8101766 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55890 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -8103965.500000 Penalty: 3299.142334
	Iteration 11F: 3 clusters Score -8103966 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58813 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -8105856.000000 Penalty: 3299.142334
	Iteration 12Q: 3 clusters Score -8105856 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61023 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -8107375.000000 Penalty: 3299.142334
	Iteration 13Q: 3 clusters Score -8107375 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62498 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -8108466.000000 Penalty: 3299.142334
	Iteration 14Q: 3 clusters Score -8108466 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63429 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -8109232.000000 Penalty: 3299.142334
	Iteration 15Q: 3 clusters Score -8109232 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63958 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -8109689.000000 Penalty: 3299.142334
	Iteration 16Q: 3 clusters Score -8109689 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64252 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -8109939.000000 Penalty: 3299.142334
	Iteration 17Q: 3 clusters Score -8109939 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64423 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -8110104.000000 Penalty: 3299.142334
	Iteration 18Q: 3 clusters Score -8110104 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64519 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -8110198.500000 Penalty: 3299.142334
	Iteration 19Q: 3 clusters Score -8110198 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64585 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -8110266.500000 Penalty: 3299.142334
	Iteration 20F: 3 clusters Score -8110266 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64628 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -8110306.500000 Penalty: 3299.142334
	Iteration 21Q: 3 clusters Score -8110306 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64659 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -8110350.000000 Penalty: 3299.142334
	Iteration 22Q: 3 clusters Score -8110350 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64682 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -8110375.500000 Penalty: 3299.142334
	Iteration 23Q: 3 clusters Score -8110376 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64688 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -8110384.500000 Penalty: 3299.142334
	Iteration 24Q: 3 clusters Score -8110384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64694 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -8110398.500000 Penalty: 3299.142334
	Iteration 25Q: 3 clusters Score -8110398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64701 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -8110404.000000 Penalty: 3299.142334
	Iteration 26Q: 3 clusters Score -8110404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64705 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -8110413.000000 Penalty: 3299.142334
	Iteration 27Q: 3 clusters Score -8110413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64705 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -8110413.000000 Penalty: 3299.142334
	Iteration 28Q: 3 clusters Score -8110413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64707 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -8110416.000000 Penalty: 3299.142334
	Iteration 29Q: 3 clusters Score -8110416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64709 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -8110409.500000 Penalty: 3299.142334
	Iteration 30Q: 3 clusters Score -8110410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64713 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -8110418.000000 Penalty: 3299.142334
	Iteration 31Q: 3 clusters Score -8110418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64716 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -8110420.000000 Penalty: 3299.142334
	Iteration 32Q: 3 clusters Score -8110420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64718 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -8110416.500000 Penalty: 3299.142334
	Iteration 33Q: 3 clusters Score -8110416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64721 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -8110430.500000 Penalty: 3299.142334
	Iteration 34Q: 3 clusters Score -8110430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64723 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -8110430.000000 Penalty: 3299.142334
	Iteration 35Q: 3 clusters Score -8110430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64725 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -8110437.500000 Penalty: 3299.142334
	Iteration 36Q: 3 clusters Score -8110438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64727 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -8110431.000000 Penalty: 3299.142334
	Iteration 37Q: 3 clusters Score -8110431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64728 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -8110434.500000 Penalty: 3299.142334
	Iteration 38Q: 3 clusters Score -8110434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64727 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -8110438.500000 Penalty: 3299.142334
	Iteration 39Q: 3 clusters Score -8110438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64725 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -8110444.500000 Penalty: 3299.142334
	Iteration 40F: 3 clusters Score -8110444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Entering Unmasked Estep 
Score: -1559182.375000 Penalty: 1411.222900
	Iteration 0F: 2 clusters Score -1559182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1550268.375000 Penalty: 2822.445801
	Iteration 0F: 3 clusters Score -1550268 nChanged 5737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1553715.625000 Penalty: 2822.445801
	Iteration 1F: 3 clusters Score -1553716 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1554896.750000 Penalty: 2822.445801
	Iteration 2F: 3 clusters Score -1554897 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1556659.125000 Penalty: 2822.445801
	Iteration 3F: 3 clusters Score -1556659 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1558555.500000 Penalty: 2822.445801
	Iteration 4F: 3 clusters Score -1558556 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1559808.500000 Penalty: 2822.445801
	Iteration 5F: 3 clusters Score -1559808 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1560425.375000 Penalty: 2822.445801
	Iteration 6F: 3 clusters Score -1560425 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1560702.375000 Penalty: 2822.445801
	Iteration 7Q: 3 clusters Score -1560702 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1560861.875000 Penalty: 2822.445801
	Iteration 8Q: 3 clusters Score -1560862 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1560951.750000 Penalty: 2822.445801
	Iteration 9Q: 3 clusters Score -1560952 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1561004.750000 Penalty: 2822.445801
	Iteration 10Q: 3 clusters Score -1561005 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1561035.250000 Penalty: 2822.445801
	Iteration 11Q: 3 clusters Score -1561035 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1561065.625000 Penalty: 2822.445801
	Iteration 12Q: 3 clusters Score -1561066 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1561081.750000 Penalty: 2822.445801
	Iteration 13Q: 3 clusters Score -1561082 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1561093.875000 Penalty: 2822.445801
	Iteration 14Q: 3 clusters Score -1561094 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1561098.500000 Penalty: 2822.445801
	Iteration 15Q: 3 clusters Score -1561098 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1561106.750000 Penalty: 2822.445801
	Iteration 16Q: 3 clusters Score -1561107 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1561114.875000 Penalty: 2822.445801
	Iteration 17Q: 3 clusters Score -1561115 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1561116.250000 Penalty: 2822.445801
	Iteration 18Q: 3 clusters Score -1561116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1561114.500000 Penalty: 2822.445801
	Iteration 19Q: 3 clusters Score -1561114 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1561117.375000 Penalty: 2822.445801
	Iteration 20F: 3 clusters Score -1561117 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1561122.875000 Penalty: 2822.445801
	Iteration 21Q: 3 clusters Score -1561123 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1561126.125000 Penalty: 2822.445801
	Iteration 22Q: 3 clusters Score -1561126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1561132.125000 Penalty: 2822.445801
	Iteration 23Q: 3 clusters Score -1561132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1561128.875000 Penalty: 2822.445801
	Iteration 24Q: 3 clusters Score -1561129 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1561130.625000 Penalty: 2822.445801
	Iteration 25Q: 3 clusters Score -1561131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1561134.250000 Penalty: 2822.445801
	Iteration 26Q: 3 clusters Score -1561134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1561137.000000 Penalty: 2822.445801
	Iteration 27Q: 3 clusters Score -1561137 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1561141.000000 Penalty: 2822.445801
	Iteration 28Q: 3 clusters Score -1561141 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1561140.375000 Penalty: 2822.445801
	Iteration 29Q: 3 clusters Score -1561140 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1561145.625000 Penalty: 2822.445801
	Iteration 30Q: 3 clusters Score -1561146 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1561143.875000 Penalty: 2822.445801
	Iteration 31Q: 3 clusters Score -1561144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1561146.500000 Penalty: 2822.445801
	Iteration 32Q: 3 clusters Score -1561146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1561150.000000 Penalty: 2822.445801
	Iteration 33Q: 3 clusters Score -1561150 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1561153.000000 Penalty: 2822.445801
	Iteration 34Q: 3 clusters Score -1561153 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1561156.000000 Penalty: 2822.445801
	Iteration 35Q: 3 clusters Score -1561156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1561157.000000 Penalty: 2822.445801
	Iteration 36Q: 3 clusters Score -1561157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1561156.250000 Penalty: 2822.445801
	Iteration 37Q: 3 clusters Score -1561156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1561162.125000 Penalty: 2822.445801
	Iteration 38Q: 3 clusters Score -1561162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1561158.750000 Penalty: 2822.445801
	Iteration 39Q: 3 clusters Score -1561159 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1561163.500000 Penalty: 2822.445801
	Iteration 40F: 3 clusters Score -1561164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1561164.125000 Penalty: 2822.445801
	Iteration 41Q: 3 clusters Score -1561164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1561162.500000 Penalty: 2822.445801
	Iteration 42Q: 3 clusters Score -1561162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1561167.375000 Penalty: 2822.445801
	Iteration 43Q: 3 clusters Score -1561167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1561167.250000 Penalty: 2822.445801
	Iteration 44Q: 3 clusters Score -1561167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1561164.625000 Penalty: 2822.445801
	Iteration 45Q: 3 clusters Score -1561165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1561167.250000 Penalty: 2822.445801
	Iteration 46Q: 3 clusters Score -1561167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1561166.625000 Penalty: 2822.445801
	Iteration 47Q: 3 clusters Score -1561167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1561167.750000 Penalty: 2822.445801
	Iteration 48Q: 3 clusters Score -1561168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1561170.125000 Penalty: 2822.445801
	Iteration 49Q: 3 clusters Score -1561170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1561170.500000 Penalty: 2822.445801
	Iteration 50Q: 3 clusters Score -1561170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1561170.000000 Penalty: 2822.445801
	Iteration 51Q: 3 clusters Score -1561170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1561168.125000 Penalty: 2822.445801
	Iteration 52Q: 3 clusters Score -1561168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1561170.750000 Penalty: 2822.445801
	Iteration 53Q: 3 clusters Score -1561171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1561173.875000 Penalty: 2822.445801
	Iteration 54Q: 3 clusters Score -1561174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1561173.250000 Penalty: 2822.445801
	Iteration 55Q: 3 clusters Score -1561173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1561174.875000 Penalty: 2822.445801
	Iteration 56Q: 3 clusters Score -1561175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1561175.625000 Penalty: 2822.445801
	Iteration 57Q: 3 clusters Score -1561176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1561177.750000 Penalty: 2822.445801
	Iteration 58Q: 3 clusters Score -1561178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1561175.375000 Penalty: 2822.445801
	Iteration 59Q: 3 clusters Score -1561175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1561174.750000 Penalty: 2822.445801
	Iteration 60F: 3 clusters Score -1561175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1561172.125000 Penalty: 2822.445801
	Iteration 61Q: 3 clusters Score -1561172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1561175.375000 Penalty: 2822.445801
	Iteration 62Q: 3 clusters Score -1561175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1561175.375000 Penalty: 2822.445801
	Iteration 63F: 3 clusters Score -1561175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 739 members 
Mstep: Class 1 contains 89207 members 
Mstep: Class 2 contains 25477 members 
Mstep: Class 3 contains 97359 members 
Mstep: Class 4 contains 51111 members 
Mstep: Class 5 contains 51690 members 
Mstep: Class 6 contains 3680 members 
Mstep: Class 7 contains 4279 members 
Mstep: Class 8 contains 21711 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 6364 members 
Mstep: Class 11 contains 55870 members 
Mstep: Class 12 contains 2287 members 
Mstep: Class 13 contains 28853 members 
Mstep: Class 14 contains 65240 members 
Mstep: Class 15 contains 9586 members 
Mstep: Class 16 contains 25773 members 
Mstep: Class 17 contains 7979 members 
Mstep: Class 18 contains 30748 members 
Mstep: Class 19 contains 49616 members 
Mstep: Class 20 contains 1793 members 
Mstep: Class 21 contains 5994 members 
Mstep: Class 22 contains 9740 members 
Mstep: Class 23 contains 17679 members 
Mstep: Class 24 contains 3562 members 
Entering Unmasked Estep 
Score: -80802360.000000 Penalty: 47891.265625
Splitting cluster 15 changes total score from -80675048.000000 to -80802360.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 16 (25773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25773 members 
Entering Unmasked Estep 
Score: -3219635.500000 Penalty: 1511.373901
	Iteration 0F: 2 clusters Score -3219636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -3202727.750000 Penalty: 3022.747803
	Iteration 0F: 3 clusters Score -3202728 nChanged 11470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -3208815.500000 Penalty: 3022.747803
	Iteration 1F: 3 clusters Score -3208816 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -3209344.000000 Penalty: 3022.747803
	Iteration 2F: 3 clusters Score -3209344 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -3209854.250000 Penalty: 3022.747803
	Iteration 3F: 3 clusters Score -3209854 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -3210357.750000 Penalty: 3022.747803
	Iteration 4Q: 3 clusters Score -3210358 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -3210952.000000 Penalty: 3022.747803
	Iteration 5Q: 3 clusters Score -3210952 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -3211673.500000 Penalty: 3022.747803
	Iteration 6F: 3 clusters Score -3211674 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -3212514.000000 Penalty: 3022.747803
	Iteration 7F: 3 clusters Score -3212514 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -3213492.000000 Penalty: 3022.747803
	Iteration 8F: 3 clusters Score -3213492 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -3214603.750000 Penalty: 3022.747803
	Iteration 9F: 3 clusters Score -3214604 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -3215870.500000 Penalty: 3022.747803
	Iteration 10Q: 3 clusters Score -3215870 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -3217148.500000 Penalty: 3022.747803
	Iteration 11Q: 3 clusters Score -3217148 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
Score: -3217709.500000 Penalty: 3022.747803
	Iteration 12Q: 3 clusters Score -3217710 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -3217886.250000 Penalty: 3022.747803
	Iteration 13Q: 3 clusters Score -3217886 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -3217961.750000 Penalty: 3022.747803
	Iteration 14Q: 3 clusters Score -3217962 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -3218003.750000 Penalty: 3022.747803
	Iteration 15Q: 3 clusters Score -3218004 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 20276 members 
Entering Unmasked Estep 
Score: -3218029.000000 Penalty: 3022.747803
	Iteration 16Q: 3 clusters Score -3218029 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 20216 members 
Entering Unmasked Estep 
Score: -3218041.000000 Penalty: 3022.747803
	Iteration 17Q: 3 clusters Score -3218041 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
Score: -3218055.750000 Penalty: 3022.747803
	Iteration 18Q: 3 clusters Score -3218056 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -3218052.250000 Penalty: 3022.747803
	Iteration 19Q: 3 clusters Score -3218052 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -3218067.500000 Penalty: 3022.747803
	Iteration 20F: 3 clusters Score -3218068 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 20026 members 
Entering Unmasked Estep 
Score: -3218073.250000 Penalty: 3022.747803
	Iteration 21Q: 3 clusters Score -3218073 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 19986 members 
Entering Unmasked Estep 
Score: -3218074.250000 Penalty: 3022.747803
	Iteration 22Q: 3 clusters Score -3218074 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -3218081.250000 Penalty: 3022.747803
	Iteration 23Q: 3 clusters Score -3218081 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -3218090.500000 Penalty: 3022.747803
	Iteration 24Q: 3 clusters Score -3218090 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -3218102.000000 Penalty: 3022.747803
	Iteration 25Q: 3 clusters Score -3218102 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -3218096.750000 Penalty: 3022.747803
	Iteration 26Q: 3 clusters Score -3218097 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -3218105.250000 Penalty: 3022.747803
	Iteration 27Q: 3 clusters Score -3218105 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -3218111.500000 Penalty: 3022.747803
	Iteration 28Q: 3 clusters Score -3218112 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
Score: -3218116.750000 Penalty: 3022.747803
	Iteration 29Q: 3 clusters Score -3218117 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -3218115.500000 Penalty: 3022.747803
	Iteration 30Q: 3 clusters Score -3218116 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -3218122.500000 Penalty: 3022.747803
	Iteration 31Q: 3 clusters Score -3218122 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -3218130.250000 Penalty: 3022.747803
	Iteration 32Q: 3 clusters Score -3218130 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -3218137.250000 Penalty: 3022.747803
	Iteration 33Q: 3 clusters Score -3218137 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -3218140.250000 Penalty: 3022.747803
	Iteration 34Q: 3 clusters Score -3218140 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -3218148.500000 Penalty: 3022.747803
	Iteration 35Q: 3 clusters Score -3218148 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -3218150.500000 Penalty: 3022.747803
	Iteration 36Q: 3 clusters Score -3218150 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -3218163.000000 Penalty: 3022.747803
	Iteration 37Q: 3 clusters Score -3218163 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -3218172.250000 Penalty: 3022.747803
	Iteration 38Q: 3 clusters Score -3218172 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 19160 members 
Entering Unmasked Estep 
Score: -3218182.500000 Penalty: 3022.747803
	Iteration 39Q: 3 clusters Score -3218182 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -3218217.750000 Penalty: 3022.747803
	Iteration 40F: 3 clusters Score -3218218 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -3218242.500000 Penalty: 3022.747803
	Iteration 41Q: 3 clusters Score -3218242 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -3218288.500000 Penalty: 3022.747803
	Iteration 42Q: 3 clusters Score -3218288 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -3218324.500000 Penalty: 3022.747803
	Iteration 43Q: 3 clusters Score -3218324 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -3218383.250000 Penalty: 3022.747803
	Iteration 44Q: 3 clusters Score -3218383 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -3218432.500000 Penalty: 3022.747803
	Iteration 45Q: 3 clusters Score -3218432 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -3218523.500000 Penalty: 3022.747803
	Iteration 46Q: 3 clusters Score -3218524 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 17642 members 
Entering Unmasked Estep 
Score: -3218606.500000 Penalty: 3022.747803
	Iteration 47Q: 3 clusters Score -3218606 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -3218753.500000 Penalty: 3022.747803
	Iteration 48Q: 3 clusters Score -3218754 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -3218946.500000 Penalty: 3022.747803
	Iteration 49Q: 3 clusters Score -3218946 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -3219196.500000 Penalty: 3022.747803
	Iteration 50Q: 3 clusters Score -3219196 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -3219520.750000 Penalty: 3022.747803
	Iteration 51Q: 3 clusters Score -3219521 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -3219936.250000 Penalty: 3022.747803
	Iteration 52Q: 3 clusters Score -3219936 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -3220377.750000 Penalty: 3022.747803
	Iteration 53Q: 3 clusters Score -3220378 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -3220817.750000 Penalty: 3022.747803
	Iteration 54Q: 3 clusters Score -3220818 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -3221101.250000 Penalty: 3022.747803
	Iteration 55Q: 3 clusters Score -3221101 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -3221201.000000 Penalty: 3022.747803
	Iteration 56Q: 3 clusters Score -3221201 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -3221259.000000 Penalty: 3022.747803
	Iteration 57Q: 3 clusters Score -3221259 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -3221278.500000 Penalty: 3022.747803
	Iteration 58Q: 3 clusters Score -3221278 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -3221291.500000 Penalty: 3022.747803
	Iteration 59Q: 3 clusters Score -3221292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -3221323.500000 Penalty: 3022.747803
	Iteration 60F: 3 clusters Score -3221324 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -3221328.500000 Penalty: 3022.747803
	Iteration 61Q: 3 clusters Score -3221328 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -3221329.250000 Penalty: 3022.747803
	Iteration 62Q: 3 clusters Score -3221329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -3221342.500000 Penalty: 3022.747803
	Iteration 63Q: 3 clusters Score -3221342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -3221342.750000 Penalty: 3022.747803
	Iteration 64Q: 3 clusters Score -3221343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -3221339.750000 Penalty: 3022.747803
	Iteration 65Q: 3 clusters Score -3221340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -3221333.250000 Penalty: 3022.747803
	Iteration 66Q: 3 clusters Score -3221333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -3221332.000000 Penalty: 3022.747803
	Iteration 67Q: 3 clusters Score -3221332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -3221332.000000 Penalty: 3022.747803
	Iteration 68F: 3 clusters Score -3221332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 739 members 
Mstep: Class 1 contains 89207 members 
Mstep: Class 2 contains 25477 members 
Mstep: Class 3 contains 97359 members 
Mstep: Class 4 contains 51111 members 
Mstep: Class 5 contains 51690 members 
Mstep: Class 6 contains 3680 members 
Mstep: Class 7 contains 4279 members 
Mstep: Class 8 contains 21711 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 6364 members 
Mstep: Class 11 contains 55870 members 
Mstep: Class 12 contains 2287 members 
Mstep: Class 13 contains 28853 members 
Mstep: Class 14 contains 65240 members 
Mstep: Class 15 contains 9586 members 
Mstep: Class 16 contains 11948 members 
Mstep: Class 17 contains 7979 members 
Mstep: Class 18 contains 30748 members 
Mstep: Class 19 contains 49616 members 
Mstep: Class 20 contains 1793 members 
Mstep: Class 21 contains 5994 members 
Mstep: Class 22 contains 9740 members 
Mstep: Class 23 contains 17679 members 
Mstep: Class 24 contains 3562 members 
Mstep: Class 25 contains 13825 members 
Entering Unmasked Estep 
Score: -80803680.000000 Penalty: 49886.734375
Splitting cluster 16 changes total score from -80675048.000000 to -80803680.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 17 (7979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Entering Unmasked Estep 
Score: -917000.250000 Penalty: 1336.903809
	Iteration 0F: 2 clusters Score -917000.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -911457.500000 Penalty: 2673.807617
	Iteration 0F: 3 clusters Score -911457.5 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -913400.500000 Penalty: 2673.807617
	Iteration 1F: 3 clusters Score -913400.5 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -914201.750000 Penalty: 2673.807617
	Iteration 2F: 3 clusters Score -914201.8 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -915163.562500 Penalty: 2673.807617
	Iteration 3F: 3 clusters Score -915163.6 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -916053.375000 Penalty: 2673.807617
	Iteration 4F: 3 clusters Score -916053.4 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -916677.625000 Penalty: 2673.807617
	Iteration 5F: 3 clusters Score -916677.6 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -917037.125000 Penalty: 2673.807617
	Iteration 6F: 3 clusters Score -917037.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -917239.625000 Penalty: 2673.807617
	Iteration 7Q: 3 clusters Score -917239.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -917405.062500 Penalty: 2673.807617
	Iteration 8Q: 3 clusters Score -917405.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -917533.437500 Penalty: 2673.807617
	Iteration 9Q: 3 clusters Score -917533.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -917626.187500 Penalty: 2673.807617
	Iteration 10Q: 3 clusters Score -917626.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -917690.437500 Penalty: 2673.807617
	Iteration 11Q: 3 clusters Score -917690.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -917727.937500 Penalty: 2673.807617
	Iteration 12Q: 3 clusters Score -917727.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -917759.937500 Penalty: 2673.807617
	Iteration 13Q: 3 clusters Score -917759.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -917787.687500 Penalty: 2673.807617
	Iteration 14Q: 3 clusters Score -917787.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -917812.125000 Penalty: 2673.807617
	Iteration 15Q: 3 clusters Score -917812.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -917834.875000 Penalty: 2673.807617
	Iteration 16Q: 3 clusters Score -917834.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -917852.000000 Penalty: 2673.807617
	Iteration 17Q: 3 clusters Score -917852 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -917860.312500 Penalty: 2673.807617
	Iteration 18Q: 3 clusters Score -917860.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -917867.125000 Penalty: 2673.807617
	Iteration 19Q: 3 clusters Score -917867.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -917877.437500 Penalty: 2673.807617
	Iteration 20F: 3 clusters Score -917877.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -917884.562500 Penalty: 2673.807617
	Iteration 21Q: 3 clusters Score -917884.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -917890.375000 Penalty: 2673.807617
	Iteration 22Q: 3 clusters Score -917890.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -917892.625000 Penalty: 2673.807617
	Iteration 23Q: 3 clusters Score -917892.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -917894.875000 Penalty: 2673.807617
	Iteration 24Q: 3 clusters Score -917894.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -917895.625000 Penalty: 2673.807617
	Iteration 25Q: 3 clusters Score -917895.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -917896.812500 Penalty: 2673.807617
	Iteration 26Q: 3 clusters Score -917896.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -917898.375000 Penalty: 2673.807617
	Iteration 27Q: 3 clusters Score -917898.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -917900.875000 Penalty: 2673.807617
	Iteration 28Q: 3 clusters Score -917900.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -917901.187500 Penalty: 2673.807617
	Iteration 29Q: 3 clusters Score -917901.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -917900.375000 Penalty: 2673.807617
	Iteration 30Q: 3 clusters Score -917900.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -917899.562500 Penalty: 2673.807617
	Iteration 31Q: 3 clusters Score -917899.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -917899.562500 Penalty: 2673.807617
	Iteration 32F: 3 clusters Score -917899.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 739 members 
Mstep: Class 1 contains 89207 members 
Mstep: Class 2 contains 25477 members 
Mstep: Class 3 contains 97359 members 
Mstep: Class 4 contains 51111 members 
Mstep: Class 5 contains 51690 members 
Mstep: Class 6 contains 3680 members 
Mstep: Class 7 contains 4279 members 
Mstep: Class 8 contains 21711 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 6364 members 
Mstep: Class 11 contains 55870 members 
Mstep: Class 12 contains 2287 members 
Mstep: Class 13 contains 28853 members 
Mstep: Class 14 contains 65240 members 
Mstep: Class 15 contains 9586 members 
Mstep: Class 16 contains 11948 members 
Mstep: Class 17 contains 3742 members 
Mstep: Class 18 contains 30748 members 
Mstep: Class 19 contains 49616 members 
Mstep: Class 20 contains 1793 members 
Mstep: Class 21 contains 5994 members 
Mstep: Class 22 contains 9740 members 
Mstep: Class 23 contains 17679 members 
Mstep: Class 24 contains 3562 members 
Mstep: Class 25 contains 13825 members 
Mstep: Class 26 contains 4237 members 
Entering Unmasked Estep 
Score: -80803928.000000 Penalty: 51882.203125
Splitting cluster 17 changes total score from -80675048.000000 to -80803928.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 18 (30748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30748 members 
Entering Unmasked Estep 
Score: -3601866.000000 Penalty: 1537.636719
	Iteration 0F: 2 clusters Score -3601866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -3581931.500000 Penalty: 3075.273438
	Iteration 0F: 3 clusters Score -3581932 nChanged 13876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -3589554.750000 Penalty: 3075.273438
	Iteration 1F: 3 clusters Score -3589555 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -3590061.000000 Penalty: 3075.273438
	Iteration 2Q: 3 clusters Score -3590061 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -3590547.000000 Penalty: 3075.273438
	Iteration 3Q: 3 clusters Score -3590547 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -3591050.000000 Penalty: 3075.273438
	Iteration 4Q: 3 clusters Score -3591050 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -3591632.000000 Penalty: 3075.273438
	Iteration 5Q: 3 clusters Score -3591632 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -3592262.000000 Penalty: 3075.273438
	Iteration 6Q: 3 clusters Score -3592262 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -3593078.500000 Penalty: 3075.273438
	Iteration 7Q: 3 clusters Score -3593078 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -3594007.750000 Penalty: 3075.273438
	Iteration 8F: 3 clusters Score -3594008 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -3595015.750000 Penalty: 3075.273438
	Iteration 9F: 3 clusters Score -3595016 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -3596081.000000 Penalty: 3075.273438
	Iteration 10F: 3 clusters Score -3596081 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22941 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -3597117.250000 Penalty: 3075.273438
	Iteration 11F: 3 clusters Score -3597117 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24296 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -3598138.000000 Penalty: 3075.273438
	Iteration 12Q: 3 clusters Score -3598138 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25532 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -3599063.000000 Penalty: 3075.273438
	Iteration 13Q: 3 clusters Score -3599063 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -3599863.500000 Penalty: 3075.273438
	Iteration 14Q: 3 clusters Score -3599864 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27338 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -3600515.500000 Penalty: 3075.273438
	Iteration 15Q: 3 clusters Score -3600516 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27889 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -3600975.000000 Penalty: 3075.273438
	Iteration 16Q: 3 clusters Score -3600975 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28234 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -3601225.000000 Penalty: 3075.273438
	Iteration 17Q: 3 clusters Score -3601225 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28456 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -3601354.500000 Penalty: 3075.273438
	Iteration 18Q: 3 clusters Score -3601354 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28599 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -3601420.750000 Penalty: 3075.273438
	Iteration 19Q: 3 clusters Score -3601421 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28703 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -3601481.000000 Penalty: 3075.273438
	Iteration 20F: 3 clusters Score -3601481 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28772 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -3601504.750000 Penalty: 3075.273438
	Iteration 21Q: 3 clusters Score -3601505 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28806 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -3601521.500000 Penalty: 3075.273438
	Iteration 22Q: 3 clusters Score -3601522 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28832 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -3601525.250000 Penalty: 3075.273438
	Iteration 23Q: 3 clusters Score -3601525 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28851 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -3601524.500000 Penalty: 3075.273438
	Iteration 24Q: 3 clusters Score -3601524 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28875 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -3601533.500000 Penalty: 3075.273438
	Iteration 25Q: 3 clusters Score -3601534 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28894 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -3601537.500000 Penalty: 3075.273438
	Iteration 26Q: 3 clusters Score -3601538 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28908 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -3601537.250000 Penalty: 3075.273438
	Iteration 27Q: 3 clusters Score -3601537 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28917 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -3601540.250000 Penalty: 3075.273438
	Iteration 28Q: 3 clusters Score -3601540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28922 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -3601538.750000 Penalty: 3075.273438
	Iteration 29Q: 3 clusters Score -3601539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28926 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -3601550.500000 Penalty: 3075.273438
	Iteration 30Q: 3 clusters Score -3601550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28936 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -3601553.250000 Penalty: 3075.273438
	Iteration 31Q: 3 clusters Score -3601553 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28939 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -3601555.000000 Penalty: 3075.273438
	Iteration 32Q: 3 clusters Score -3601555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28941 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -3601557.750000 Penalty: 3075.273438
	Iteration 33Q: 3 clusters Score -3601558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28944 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -3601558.750000 Penalty: 3075.273438
	Iteration 34Q: 3 clusters Score -3601559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28945 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -3601559.000000 Penalty: 3075.273438
	Iteration 35Q: 3 clusters Score -3601559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28948 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -3601559.500000 Penalty: 3075.273438
	Iteration 36Q: 3 clusters Score -3601560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28951 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -3601560.000000 Penalty: 3075.273438
	Iteration 37Q: 3 clusters Score -3601560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28955 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -3601561.500000 Penalty: 3075.273438
	Iteration 38Q: 3 clusters Score -3601562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28960 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -3601561.500000 Penalty: 3075.273438
	Iteration 39Q: 3 clusters Score -3601562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28961 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -3601559.750000 Penalty: 3075.273438
	Iteration 40F: 3 clusters Score -3601560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (49616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49616 members 
Entering Unmasked Estep 
Score: -6008923.000000 Penalty: 1608.835938
	Iteration 0F: 2 clusters Score -6008923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24805 members 
Mstep: Class 2 contains 24811 members 
Entering Unmasked Estep 
Score: -5977337.000000 Penalty: 3217.671875
	Iteration 0F: 3 clusters Score -5977337 nChanged 22826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24893 members 
Mstep: Class 2 contains 24723 members 
Entering Unmasked Estep 
Score: -5990072.000000 Penalty: 3217.671875
	Iteration 1F: 3 clusters Score -5990072 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24909 members 
Mstep: Class 2 contains 24707 members 
Entering Unmasked Estep 
Score: -5990595.000000 Penalty: 3217.671875
	Iteration 2Q: 3 clusters Score -5990595 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24918 members 
Mstep: Class 2 contains 24698 members 
Entering Unmasked Estep 
Score: -5991129.500000 Penalty: 3217.671875
	Iteration 3Q: 3 clusters Score -5991130 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 24693 members 
Entering Unmasked Estep 
Score: -5991797.500000 Penalty: 3217.671875
	Iteration 4Q: 3 clusters Score -5991798 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24909 members 
Mstep: Class 2 contains 24707 members 
Entering Unmasked Estep 
Score: -5992635.000000 Penalty: 3217.671875
	Iteration 5Q: 3 clusters Score -5992635 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24832 members 
Mstep: Class 2 contains 24784 members 
Entering Unmasked Estep 
Score: -5993585.000000 Penalty: 3217.671875
	Iteration 6Q: 3 clusters Score -5993585 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 25034 members 
Entering Unmasked Estep 
Score: -5994754.000000 Penalty: 3217.671875
	Iteration 7Q: 3 clusters Score -5994754 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24136 members 
Mstep: Class 2 contains 25480 members 
Entering Unmasked Estep 
Score: -5995973.500000 Penalty: 3217.671875
	Iteration 8Q: 3 clusters Score -5995974 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 26244 members 
Entering Unmasked Estep 
Score: -5997349.500000 Penalty: 3217.671875
	Iteration 9F: 3 clusters Score -5997350 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22418 members 
Mstep: Class 2 contains 27198 members 
Entering Unmasked Estep 
Score: -5999149.000000 Penalty: 3217.671875
	Iteration 10F: 3 clusters Score -5999149 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 28339 members 
Entering Unmasked Estep 
Score: -6000999.500000 Penalty: 3217.671875
	Iteration 11F: 3 clusters Score -6001000 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 29523 members 
Entering Unmasked Estep 
Score: -6002826.000000 Penalty: 3217.671875
	Iteration 12F: 3 clusters Score -6002826 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 30616 members 
Entering Unmasked Estep 
Score: -6004191.500000 Penalty: 3217.671875
	Iteration 13Q: 3 clusters Score -6004192 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 31602 members 
Entering Unmasked Estep 
Score: -6005126.000000 Penalty: 3217.671875
	Iteration 14Q: 3 clusters Score -6005126 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 32548 members 
Entering Unmasked Estep 
Score: -6005761.000000 Penalty: 3217.671875
	Iteration 15Q: 3 clusters Score -6005761 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 33410 members 
Entering Unmasked Estep 
Score: -6006299.500000 Penalty: 3217.671875
	Iteration 16Q: 3 clusters Score -6006300 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 34236 members 
Entering Unmasked Estep 
Score: -6006753.000000 Penalty: 3217.671875
	Iteration 17Q: 3 clusters Score -6006753 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 34999 members 
Entering Unmasked Estep 
Score: -6007157.000000 Penalty: 3217.671875
	Iteration 18Q: 3 clusters Score -6007157 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 35698 members 
Entering Unmasked Estep 
Score: -6007461.500000 Penalty: 3217.671875
	Iteration 19Q: 3 clusters Score -6007462 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 36359 members 
Entering Unmasked Estep 
Score: -6007764.500000 Penalty: 3217.671875
	Iteration 20F: 3 clusters Score -6007764 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 36979 members 
Entering Unmasked Estep 
Score: -6008038.500000 Penalty: 3217.671875
	Iteration 21Q: 3 clusters Score -6008038 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 37516 members 
Entering Unmasked Estep 
Score: -6008183.500000 Penalty: 3217.671875
	Iteration 22Q: 3 clusters Score -6008184 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 37962 members 
Entering Unmasked Estep 
Score: -6008336.000000 Penalty: 3217.671875
	Iteration 23Q: 3 clusters Score -6008336 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 38403 members 
Entering Unmasked Estep 
Score: -6008459.500000 Penalty: 3217.671875
	Iteration 24Q: 3 clusters Score -6008460 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 38813 members 
Entering Unmasked Estep 
Score: -6008600.500000 Penalty: 3217.671875
	Iteration 25Q: 3 clusters Score -6008600 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 39128 members 
Entering Unmasked Estep 
Score: -6008614.000000 Penalty: 3217.671875
	Iteration 26Q: 3 clusters Score -6008614 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 39417 members 
Entering Unmasked Estep 
Score: -6008662.500000 Penalty: 3217.671875
	Iteration 27Q: 3 clusters Score -6008662 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 39672 members 
Entering Unmasked Estep 
Score: -6008709.500000 Penalty: 3217.671875
	Iteration 28Q: 3 clusters Score -6008710 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 39908 members 
Entering Unmasked Estep 
Score: -6008754.500000 Penalty: 3217.671875
	Iteration 29Q: 3 clusters Score -6008754 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 40122 members 
Entering Unmasked Estep 
Score: -6008797.500000 Penalty: 3217.671875
	Iteration 30Q: 3 clusters Score -6008798 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 40339 members 
Entering Unmasked Estep 
Score: -6008845.000000 Penalty: 3217.671875
	Iteration 31Q: 3 clusters Score -6008845 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 40550 members 
Entering Unmasked Estep 
Score: -6008903.000000 Penalty: 3217.671875
	Iteration 32Q: 3 clusters Score -6008903 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 40743 members 
Entering Unmasked Estep 
Score: -6008947.000000 Penalty: 3217.671875
	Iteration 33Q: 3 clusters Score -6008947 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 40918 members 
Entering Unmasked Estep 
Score: -6008985.500000 Penalty: 3217.671875
	Iteration 34Q: 3 clusters Score -6008986 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 41068 members 
Entering Unmasked Estep 
Score: -6008993.000000 Penalty: 3217.671875
	Iteration 35Q: 3 clusters Score -6008993 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 41201 members 
Entering Unmasked Estep 
Score: -6009003.500000 Penalty: 3217.671875
	Iteration 36Q: 3 clusters Score -6009004 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 41328 members 
Entering Unmasked Estep 
Score: -6009008.000000 Penalty: 3217.671875
	Iteration 37Q: 3 clusters Score -6009008 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 41449 members 
Entering Unmasked Estep 
Score: -6009032.000000 Penalty: 3217.671875
	Iteration 38Q: 3 clusters Score -6009032 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 41546 members 
Entering Unmasked Estep 
Score: -6009050.500000 Penalty: 3217.671875
	Iteration 39Q: 3 clusters Score -6009050 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 41633 members 
Entering Unmasked Estep 
Score: -6009060.000000 Penalty: 3217.671875
	Iteration 40F: 3 clusters Score -6009060 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 41740 members 
Entering Unmasked Estep 
Score: -6009065.500000 Penalty: 3217.671875
	Iteration 41Q: 3 clusters Score -6009066 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 41847 members 
Entering Unmasked Estep 
Score: -6009089.500000 Penalty: 3217.671875
	Iteration 42Q: 3 clusters Score -6009090 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 41951 members 
Entering Unmasked Estep 
Score: -6009082.000000 Penalty: 3217.671875
	Iteration 43Q: 3 clusters Score -6009082 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 42046 members 
Entering Unmasked Estep 
Score: -6009109.000000 Penalty: 3217.671875
	Iteration 44Q: 3 clusters Score -6009109 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 42143 members 
Entering Unmasked Estep 
Score: -6009096.000000 Penalty: 3217.671875
	Iteration 45Q: 3 clusters Score -6009096 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 42230 members 
Entering Unmasked Estep 
Score: -6009112.500000 Penalty: 3217.671875
	Iteration 46Q: 3 clusters Score -6009112 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 42320 members 
Entering Unmasked Estep 
Score: -6009134.000000 Penalty: 3217.671875
	Iteration 47Q: 3 clusters Score -6009134 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 42418 members 
Entering Unmasked Estep 
Score: -6009142.000000 Penalty: 3217.671875
	Iteration 48Q: 3 clusters Score -6009142 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 42514 members 
Entering Unmasked Estep 
Score: -6009152.000000 Penalty: 3217.671875
	Iteration 49Q: 3 clusters Score -6009152 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 42608 members 
Entering Unmasked Estep 
Score: -6009174.500000 Penalty: 3217.671875
	Iteration 50Q: 3 clusters Score -6009174 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 42695 members 
Entering Unmasked Estep 
Score: -6009177.000000 Penalty: 3217.671875
	Iteration 51Q: 3 clusters Score -6009177 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 42798 members 
Entering Unmasked Estep 
Score: -6009193.000000 Penalty: 3217.671875
	Iteration 52Q: 3 clusters Score -6009193 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 42888 members 
Entering Unmasked Estep 
Score: -6009183.500000 Penalty: 3217.671875
	Iteration 53Q: 3 clusters Score -6009184 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 42984 members 
Entering Unmasked Estep 
Score: -6009194.500000 Penalty: 3217.671875
	Iteration 54Q: 3 clusters Score -6009194 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 43061 members 
Entering Unmasked Estep 
Score: -6009210.500000 Penalty: 3217.671875
	Iteration 55Q: 3 clusters Score -6009210 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 43135 members 
Entering Unmasked Estep 
Score: -6009233.500000 Penalty: 3217.671875
	Iteration 56Q: 3 clusters Score -6009234 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 43212 members 
Entering Unmasked Estep 
Score: -6009250.500000 Penalty: 3217.671875
	Iteration 57Q: 3 clusters Score -6009250 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 43285 members 
Entering Unmasked Estep 
Score: -6009242.000000 Penalty: 3217.671875
	Iteration 58Q: 3 clusters Score -6009242 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 43366 members 
Entering Unmasked Estep 
Score: -6009258.500000 Penalty: 3217.671875
	Iteration 59Q: 3 clusters Score -6009258 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 43455 members 
Entering Unmasked Estep 
Score: -6009273.500000 Penalty: 3217.671875
	Iteration 60F: 3 clusters Score -6009274 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 43550 members 
Entering Unmasked Estep 
Score: -6009309.500000 Penalty: 3217.671875
	Iteration 61Q: 3 clusters Score -6009310 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 43656 members 
Entering Unmasked Estep 
Score: -6009364.000000 Penalty: 3217.671875
	Iteration 62Q: 3 clusters Score -6009364 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 43782 members 
Entering Unmasked Estep 
Score: -6009413.500000 Penalty: 3217.671875
	Iteration 63Q: 3 clusters Score -6009414 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 43895 members 
Entering Unmasked Estep 
Score: -6009462.000000 Penalty: 3217.671875
	Iteration 64Q: 3 clusters Score -6009462 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 44011 members 
Entering Unmasked Estep 
Score: -6009499.500000 Penalty: 3217.671875
	Iteration 65Q: 3 clusters Score -6009500 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 44138 members 
Entering Unmasked Estep 
Score: -6009584.500000 Penalty: 3217.671875
	Iteration 66Q: 3 clusters Score -6009584 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 44277 members 
Entering Unmasked Estep 
Score: -6009647.000000 Penalty: 3217.671875
	Iteration 67Q: 3 clusters Score -6009647 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 44399 members 
Entering Unmasked Estep 
Score: -6009699.000000 Penalty: 3217.671875
	Iteration 68Q: 3 clusters Score -6009699 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 44515 members 
Entering Unmasked Estep 
Score: -6009785.000000 Penalty: 3217.671875
	Iteration 69Q: 3 clusters Score -6009785 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 44622 members 
Entering Unmasked Estep 
Score: -6009854.000000 Penalty: 3217.671875
	Iteration 70Q: 3 clusters Score -6009854 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 44707 members 
Entering Unmasked Estep 
Score: -6009893.500000 Penalty: 3217.671875
	Iteration 71Q: 3 clusters Score -6009894 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 44770 members 
Entering Unmasked Estep 
Score: -6009924.000000 Penalty: 3217.671875
	Iteration 72Q: 3 clusters Score -6009924 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 44828 members 
Entering Unmasked Estep 
Score: -6009946.000000 Penalty: 3217.671875
	Iteration 73Q: 3 clusters Score -6009946 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 44875 members 
Entering Unmasked Estep 
Score: -6009965.500000 Penalty: 3217.671875
	Iteration 74Q: 3 clusters Score -6009966 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 44925 members 
Entering Unmasked Estep 
Score: -6010001.500000 Penalty: 3217.671875
	Iteration 75Q: 3 clusters Score -6010002 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 44969 members 
Entering Unmasked Estep 
Score: -6010031.000000 Penalty: 3217.671875
	Iteration 76Q: 3 clusters Score -6010031 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 44993 members 
Entering Unmasked Estep 
Score: -6010039.000000 Penalty: 3217.671875
	Iteration 77Q: 3 clusters Score -6010039 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 45011 members 
Entering Unmasked Estep 
Score: -6010029.500000 Penalty: 3217.671875
	Iteration 78Q: 3 clusters Score -6010030 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 45028 members 
Entering Unmasked Estep 
Score: -6010025.000000 Penalty: 3217.671875
	Iteration 79Q: 3 clusters Score -6010025 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 45039 members 
Entering Unmasked Estep 
Score: -6010026.000000 Penalty: 3217.671875
	Iteration 80F: 3 clusters Score -6010026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 45046 members 
Entering Unmasked Estep 
Score: -6010034.000000 Penalty: 3217.671875
	Iteration 81Q: 3 clusters Score -6010034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 45051 members 
Entering Unmasked Estep 
Score: -6010038.000000 Penalty: 3217.671875
	Iteration 82Q: 3 clusters Score -6010038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 45053 members 
Entering Unmasked Estep 
Score: -6010043.000000 Penalty: 3217.671875
	Iteration 83Q: 3 clusters Score -6010043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 45053 members 
Entering Unmasked Estep 
Score: -6010039.000000 Penalty: 3217.671875
	Iteration 84Q: 3 clusters Score -6010039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 45054 members 
Entering Unmasked Estep 
Score: -6010036.500000 Penalty: 3217.671875
	Iteration 85Q: 3 clusters Score -6010036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 45056 members 
Entering Unmasked Estep 
Score: -6010033.500000 Penalty: 3217.671875
	Iteration 86Q: 3 clusters Score -6010034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 45058 members 
Entering Unmasked Estep 
Score: -6010035.500000 Penalty: 3217.671875
	Iteration 87Q: 3 clusters Score -6010036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 45058 members 
Entering Unmasked Estep 
Score: -6010035.500000 Penalty: 3217.671875
	Iteration 88F: 3 clusters Score -6010036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 739 members 
Mstep: Class 1 contains 89207 members 
Mstep: Class 2 contains 25477 members 
Mstep: Class 3 contains 97359 members 
Mstep: Class 4 contains 51111 members 
Mstep: Class 5 contains 51690 members 
Mstep: Class 6 contains 3680 members 
Mstep: Class 7 contains 4279 members 
Mstep: Class 8 contains 21711 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 6364 members 
Mstep: Class 11 contains 55870 members 
Mstep: Class 12 contains 2287 members 
Mstep: Class 13 contains 28853 members 
Mstep: Class 14 contains 65240 members 
Mstep: Class 15 contains 9586 members 
Mstep: Class 16 contains 11948 members 
Mstep: Class 17 contains 3742 members 
Mstep: Class 18 contains 30748 members 
Mstep: Class 19 contains 4558 members 
Mstep: Class 20 contains 1793 members 
Mstep: Class 21 contains 5994 members 
Mstep: Class 22 contains 9740 members 
Mstep: Class 23 contains 17679 members 
Mstep: Class 24 contains 3562 members 
Mstep: Class 25 contains 13825 members 
Mstep: Class 26 contains 4237 members 
Mstep: Class 27 contains 45058 members 
Entering Unmasked Estep 
Score: -80804448.000000 Penalty: 53877.671875
Splitting cluster 19 changes total score from -80675048.000000 to -80804448.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 21 (5994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Entering Unmasked Estep 
Score: -721165.937500 Penalty: 1294.338867
	Iteration 0F: 2 clusters Score -721165.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -716900.437500 Penalty: 2588.677734
	Iteration 0F: 3 clusters Score -716900.4 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -718266.750000 Penalty: 2588.677734
	Iteration 1F: 3 clusters Score -718266.8 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -718665.562500 Penalty: 2588.677734
	Iteration 2F: 3 clusters Score -718665.6 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -718976.187500 Penalty: 2588.677734
	Iteration 3F: 3 clusters Score -718976.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -719223.062500 Penalty: 2588.677734
	Iteration 4F: 3 clusters Score -719223.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -719453.812500 Penalty: 2588.677734
	Iteration 5Q: 3 clusters Score -719453.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -719652.750000 Penalty: 2588.677734
	Iteration 6Q: 3 clusters Score -719652.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -719828.000000 Penalty: 2588.677734
	Iteration 7Q: 3 clusters Score -719828 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -719954.812500 Penalty: 2588.677734
	Iteration 8Q: 3 clusters Score -719954.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -720055.000000 Penalty: 2588.677734
	Iteration 9Q: 3 clusters Score -720055 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -720125.250000 Penalty: 2588.677734
	Iteration 10Q: 3 clusters Score -720125.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -720191.312500 Penalty: 2588.677734
	Iteration 11Q: 3 clusters Score -720191.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -720241.000000 Penalty: 2588.677734
	Iteration 12Q: 3 clusters Score -720241 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -720270.812500 Penalty: 2588.677734
	Iteration 13Q: 3 clusters Score -720270.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -720291.500000 Penalty: 2588.677734
	Iteration 14Q: 3 clusters Score -720291.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -720305.500000 Penalty: 2588.677734
	Iteration 15Q: 3 clusters Score -720305.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -720314.125000 Penalty: 2588.677734
	Iteration 16Q: 3 clusters Score -720314.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -720322.187500 Penalty: 2588.677734
	Iteration 17Q: 3 clusters Score -720322.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -720334.687500 Penalty: 2588.677734
	Iteration 18Q: 3 clusters Score -720334.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -720342.812500 Penalty: 2588.677734
	Iteration 19Q: 3 clusters Score -720342.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -720347.250000 Penalty: 2588.677734
	Iteration 20F: 3 clusters Score -720347.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -720351.250000 Penalty: 2588.677734
	Iteration 21Q: 3 clusters Score -720351.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -720354.687500 Penalty: 2588.677734
	Iteration 22Q: 3 clusters Score -720354.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -720356.375000 Penalty: 2588.677734
	Iteration 23Q: 3 clusters Score -720356.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -720357.125000 Penalty: 2588.677734
	Iteration 24Q: 3 clusters Score -720357.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -720359.875000 Penalty: 2588.677734
	Iteration 25Q: 3 clusters Score -720359.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -720362.687500 Penalty: 2588.677734
	Iteration 26Q: 3 clusters Score -720362.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -720363.625000 Penalty: 2588.677734
	Iteration 27Q: 3 clusters Score -720363.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -720363.875000 Penalty: 2588.677734
	Iteration 28Q: 3 clusters Score -720363.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -720366.375000 Penalty: 2588.677734
	Iteration 29Q: 3 clusters Score -720366.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -720367.000000 Penalty: 2588.677734
	Iteration 30Q: 3 clusters Score -720367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -720367.000000 Penalty: 2588.677734
	Iteration 31F: 3 clusters Score -720367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 739 members 
Mstep: Class 1 contains 89207 members 
Mstep: Class 2 contains 25477 members 
Mstep: Class 4 contains 51111 members 
Mstep: Class 5 contains 51690 members 
Mstep: Class 6 contains 3680 members 
Mstep: Class 7 contains 4279 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 6364 members 
Mstep: Class 11 contains 55870 members 
Mstep: Class 13 contains 28853 members 
Mstep: Class 14 contains 65240 members 
Mstep: Class 15 contains 9586 members 
Mstep: Class 16 contains 11948 members 
Mstep: Class 17 contains 3742 members 
Mstep: Class 18 contains 30748 members 
Mstep: Class 19 contains 4558 members 
Mstep: Class 21 contains 5994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80827552.000000 Penalty: 53877.671875
Iteration 39Q: 28 clusters Score -8.082755e+07 nChanged 29859
Entering Unmasked Mstep 
Mstep: Class 0 contains 739 members 
Mstep: Class 1 contains 95385 members 
Mstep: Class 2 contains 26392 members 
Mstep: Class 3 contains 98897 members 
Mstep: Class 4 contains 47805 members 
Mstep: Class 5 contains 51266 members 
Mstep: Class 6 contains 4390 members 
Mstep: Class 7 contains 4196 members 
Mstep: Class 8 contains 21027 members 
Mstep: Class 9 contains 574 members 
Mstep: Class 10 contains 6435 members 
Mstep: Class 11 contains 56155 members 
Mstep: Class 12 contains 2032 members 
Mstep: Class 13 contains 28103 members 
Mstep: Class 14 contains 66774 members 
Mstep: Class 15 contains 10179 members 
Mstep: Class 16 contains 11913 members 
Mstep: Class 17 contains 3878 members 
Mstep: Class 18 contains 31154 members 
Mstep: Class 19 contains 4856 members 
Mstep: Class 20 contains 1793 members 
Mstep: Class 21 contains 6171 members 
Mstep: Class 22 contains 9636 members 
Mstep: Class 23 contains 17379 members 
Mstep: Class 24 contains 3575 members 
Mstep: Class 25 contains 13455 members 
Mstep: Class 26 contains 4060 members 
Mstep: Class 27 contains 38692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80862464.000000 Penalty: 53877.671875
Iteration 40F: 28 clusters Score -8.086246e+07 nChanged 24767
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 97187 members 
Mstep: Class 2 contains 25502 members 
Mstep: Class 3 contains 104900 members 
Mstep: Class 4 contains 44396 members 
Mstep: Class 5 contains 49926 members 
Mstep: Class 6 contains 4691 members 
Mstep: Class 7 contains 3984 members 
Mstep: Class 8 contains 21611 members 
Mstep: Class 9 contains 1167 members 
Mstep: Class 10 contains 6438 members 
Mstep: Class 11 contains 53915 members 
Mstep: Class 12 contains 1989 members 
Mstep: Class 13 contains 27625 members 
Mstep: Class 14 contains 66640 members 
Mstep: Class 15 contains 10405 members 
Mstep: Class 16 contains 11819 members 
Mstep: Class 17 contains 3790 members 
Mstep: Class 18 contains 30245 members 
Mstep: Class 19 contains 5054 members 
Mstep: Class 20 contains 1794 members 
Mstep: Class 21 contains 6064 members 
Mstep: Class 22 contains 9869 members 
Mstep: Class 23 contains 17992 members 
Mstep: Class 24 contains 3725 members 
Mstep: Class 25 contains 13739 members 
Mstep: Class 26 contains 4334 members 
Mstep: Class 27 contains 37965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80882648.000000 Penalty: 53877.671875
Iteration 41Q: 28 clusters Score -8.088265e+07 nChanged 13031
Entering Unmasked Mstep 
Mstep: Class 0 contains 111 members 
Mstep: Class 1 contains 98488 members 
Mstep: Class 2 contains 25016 members 
Mstep: Class 3 contains 107272 members 
Mstep: Class 4 contains 42085 members 
Mstep: Class 5 contains 49639 members 
Mstep: Class 6 contains 4860 members 
Mstep: Class 7 contains 3766 members 
Mstep: Class 8 contains 21922 members 
Mstep: Class 9 contains 1170 members 
Mstep: Class 10 contains 6412 members 
Mstep: Class 11 contains 52667 members 
Mstep: Class 12 contains 1965 members 
Mstep: Class 13 contains 27430 members 
Mstep: Class 14 contains 66702 members 
Mstep: Class 15 contains 10567 members 
Mstep: Class 16 contains 11770 members 
Mstep: Class 17 contains 3761 members 
Mstep: Class 18 contains 29735 members 
Mstep: Class 19 contains 5275 members 
Mstep: Class 20 contains 1823 members 
Mstep: Class 21 contains 6039 members 
Mstep: Class 22 contains 10019 members 
Mstep: Class 23 contains 18292 members 
Mstep: Class 24 contains 3860 members 
Mstep: Class 25 contains 13838 members 
Mstep: Class 26 contains 4429 members 
Mstep: Class 27 contains 37998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80882320.000000 Penalty: 53877.671875
Iteration 42Q: 28 clusters Score -8.088232e+07 nChanged 8729
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 99149 members 
Mstep: Class 2 contains 24584 members 
Mstep: Class 3 contains 108745 members 
Mstep: Class 4 contains 40467 members 
Mstep: Class 5 contains 49648 members 
Mstep: Class 6 contains 4956 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 22097 members 
Mstep: Class 9 contains 1157 members 
Mstep: Class 10 contains 6388 members 
Mstep: Class 11 contains 51824 members 
Mstep: Class 12 contains 1951 members 
Mstep: Class 13 contains 27342 members 
Mstep: Class 14 contains 66729 members 
Mstep: Class 15 contains 10697 members 
Mstep: Class 16 contains 11747 members 
Mstep: Class 17 contains 3746 members 
Mstep: Class 18 contains 29403 members 
Mstep: Class 19 contains 5487 members 
Mstep: Class 20 contains 1835 members 
Mstep: Class 21 contains 6029 members 
Mstep: Class 22 contains 10176 members 
Mstep: Class 23 contains 18478 members 
Mstep: Class 24 contains 3981 members 
Mstep: Class 25 contains 13879 members 
Mstep: Class 26 contains 4462 members 
Mstep: Class 27 contains 38311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80882600.000000 Penalty: 53877.671875
Iteration 43Q: 28 clusters Score -8.08826e+07 nChanged 6626
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 99513 members 
Mstep: Class 2 contains 24171 members 
Mstep: Class 3 contains 109707 members 
Mstep: Class 4 contains 39233 members 
Mstep: Class 5 contains 49733 members 
Mstep: Class 6 contains 5039 members 
Mstep: Class 7 contains 3307 members 
Mstep: Class 8 contains 22185 members 
Mstep: Class 9 contains 1148 members 
Mstep: Class 10 contains 6368 members 
Mstep: Class 11 contains 51162 members 
Mstep: Class 12 contains 1918 members 
Mstep: Class 13 contains 27286 members 
Mstep: Class 14 contains 66751 members 
Mstep: Class 15 contains 10804 members 
Mstep: Class 16 contains 11733 members 
Mstep: Class 17 contains 3747 members 
Mstep: Class 18 contains 29152 members 
Mstep: Class 19 contains 5676 members 
Mstep: Class 20 contains 1843 members 
Mstep: Class 21 contains 6015 members 
Mstep: Class 22 contains 10325 members 
Mstep: Class 23 contains 18614 members 
Mstep: Class 24 contains 4094 members 
Mstep: Class 25 contains 13931 members 
Mstep: Class 26 contains 4481 members 
Mstep: Class 27 contains 38865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80883328.000000 Penalty: 53877.671875
Iteration 44Q: 28 clusters Score -8.088333e+07 nChanged 5427
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 99736 members 
Mstep: Class 2 contains 23737 members 
Mstep: Class 3 contains 110381 members 
Mstep: Class 4 contains 38255 members 
Mstep: Class 5 contains 49837 members 
Mstep: Class 6 contains 5085 members 
Mstep: Class 7 contains 3097 members 
Mstep: Class 8 contains 22245 members 
Mstep: Class 9 contains 1137 members 
Mstep: Class 10 contains 6337 members 
Mstep: Class 11 contains 50636 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 27240 members 
Mstep: Class 14 contains 66749 members 
Mstep: Class 15 contains 10897 members 
Mstep: Class 16 contains 11731 members 
Mstep: Class 17 contains 3754 members 
Mstep: Class 18 contains 28976 members 
Mstep: Class 19 contains 5872 members 
Mstep: Class 20 contains 1853 members 
Mstep: Class 21 contains 6012 members 
Mstep: Class 22 contains 10462 members 
Mstep: Class 23 contains 18736 members 
Mstep: Class 24 contains 4185 members 
Mstep: Class 25 contains 13966 members 
Mstep: Class 26 contains 4476 members 
Mstep: Class 27 contains 39509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80883800.000000 Penalty: 53877.671875
Iteration 45Q: 28 clusters Score -8.08838e+07 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 99863 members 
Mstep: Class 2 contains 23324 members 
Mstep: Class 3 contains 110848 members 
Mstep: Class 4 contains 37458 members 
Mstep: Class 5 contains 49936 members 
Mstep: Class 6 contains 5137 members 
Mstep: Class 7 contains 2891 members 
Mstep: Class 8 contains 22277 members 
Mstep: Class 9 contains 1124 members 
Mstep: Class 10 contains 6319 members 
Mstep: Class 11 contains 50178 members 
Mstep: Class 12 contains 1880 members 
Mstep: Class 13 contains 27217 members 
Mstep: Class 14 contains 66725 members 
Mstep: Class 15 contains 10973 members 
Mstep: Class 16 contains 11730 members 
Mstep: Class 17 contains 3742 members 
Mstep: Class 18 contains 28839 members 
Mstep: Class 19 contains 6067 members 
Mstep: Class 20 contains 1866 members 
Mstep: Class 21 contains 6003 members 
Mstep: Class 22 contains 10605 members 
Mstep: Class 23 contains 18844 members 
Mstep: Class 24 contains 4256 members 
Mstep: Class 25 contains 13987 members 
Mstep: Class 26 contains 4491 members 
Mstep: Class 27 contains 40221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80884344.000000 Penalty: 53877.671875
Iteration 46Q: 28 clusters Score -8.088434e+07 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 99936 members 
Mstep: Class 2 contains 22862 members 
Mstep: Class 3 contains 111205 members 
Mstep: Class 4 contains 36788 members 
Mstep: Class 5 contains 50051 members 
Mstep: Class 6 contains 5186 members 
Mstep: Class 7 contains 2707 members 
Mstep: Class 8 contains 22297 members 
Mstep: Class 9 contains 1118 members 
Mstep: Class 10 contains 6298 members 
Mstep: Class 11 contains 49754 members 
Mstep: Class 12 contains 1870 members 
Mstep: Class 13 contains 27184 members 
Mstep: Class 14 contains 66695 members 
Mstep: Class 15 contains 11047 members 
Mstep: Class 16 contains 11710 members 
Mstep: Class 17 contains 3735 members 
Mstep: Class 18 contains 28741 members 
Mstep: Class 19 contains 6253 members 
Mstep: Class 20 contains 1870 members 
Mstep: Class 21 contains 5997 members 
Mstep: Class 22 contains 10758 members 
Mstep: Class 23 contains 18944 members 
Mstep: Class 24 contains 4316 members 
Mstep: Class 25 contains 13993 members 
Mstep: Class 26 contains 4491 members 
Mstep: Class 27 contains 40995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80884824.000000 Penalty: 53877.671875
Iteration 47Q: 28 clusters Score -8.088482e+07 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 99956 members 
Mstep: Class 2 contains 22395 members 
Mstep: Class 3 contains 111454 members 
Mstep: Class 4 contains 36203 members 
Mstep: Class 5 contains 50168 members 
Mstep: Class 6 contains 5240 members 
Mstep: Class 7 contains 2541 members 
Mstep: Class 8 contains 22309 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 6278 members 
Mstep: Class 11 contains 49415 members 
Mstep: Class 12 contains 1872 members 
Mstep: Class 13 contains 27163 members 
Mstep: Class 14 contains 66630 members 
Mstep: Class 15 contains 11124 members 
Mstep: Class 16 contains 11713 members 
Mstep: Class 17 contains 3716 members 
Mstep: Class 18 contains 28666 members 
Mstep: Class 19 contains 6417 members 
Mstep: Class 20 contains 1874 members 
Mstep: Class 21 contains 5999 members 
Mstep: Class 22 contains 10909 members 
Mstep: Class 23 contains 19036 members 
Mstep: Class 24 contains 4356 members 
Mstep: Class 25 contains 14002 members 
Mstep: Class 26 contains 4475 members 
Mstep: Class 27 contains 41776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80885592.000000 Penalty: 53877.671875
Iteration 48Q: 28 clusters Score -8.088559e+07 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 99948 members 
Mstep: Class 2 contains 21950 members 
Mstep: Class 3 contains 111627 members 
Mstep: Class 4 contains 35689 members 
Mstep: Class 5 contains 50276 members 
Mstep: Class 6 contains 5274 members 
Mstep: Class 7 contains 2360 members 
Mstep: Class 8 contains 22318 members 
Mstep: Class 9 contains 1112 members 
Mstep: Class 10 contains 6275 members 
Mstep: Class 11 contains 49096 members 
Mstep: Class 12 contains 1870 members 
Mstep: Class 13 contains 27146 members 
Mstep: Class 14 contains 66565 members 
Mstep: Class 15 contains 11212 members 
Mstep: Class 16 contains 11716 members 
Mstep: Class 17 contains 3682 members 
Mstep: Class 18 contains 28615 members 
Mstep: Class 19 contains 6556 members 
Mstep: Class 20 contains 1876 members 
Mstep: Class 21 contains 6006 members 
Mstep: Class 22 contains 11065 members 
Mstep: Class 23 contains 19136 members 
Mstep: Class 24 contains 4410 members 
Mstep: Class 25 contains 14015 members 
Mstep: Class 26 contains 4458 members 
Mstep: Class 27 contains 42548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80886144.000000 Penalty: 53877.671875
Iteration 49Q: 28 clusters Score -8.088614e+07 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 99910 members 
Mstep: Class 2 contains 21593 members 
Mstep: Class 3 contains 111695 members 
Mstep: Class 4 contains 35240 members 
Mstep: Class 5 contains 50358 members 
Mstep: Class 6 contains 5316 members 
Mstep: Class 7 contains 2199 members 
Mstep: Class 8 contains 22325 members 
Mstep: Class 9 contains 1110 members 
Mstep: Class 10 contains 6266 members 
Mstep: Class 11 contains 48802 members 
Mstep: Class 12 contains 1863 members 
Mstep: Class 13 contains 27120 members 
Mstep: Class 14 contains 66489 members 
Mstep: Class 15 contains 11304 members 
Mstep: Class 16 contains 11719 members 
Mstep: Class 17 contains 3665 members 
Mstep: Class 18 contains 28561 members 
Mstep: Class 19 contains 6696 members 
Mstep: Class 20 contains 1877 members 
Mstep: Class 21 contains 6015 members 
Mstep: Class 22 contains 11196 members 
Mstep: Class 23 contains 19205 members 
Mstep: Class 24 contains 4451 members 
Mstep: Class 25 contains 14023 members 
Mstep: Class 26 contains 4457 members 
Mstep: Class 27 contains 43346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80886768.000000 Penalty: 53877.671875
Iteration 50Q: 28 clusters Score -8.088677e+07 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 99873 members 
Mstep: Class 2 contains 21311 members 
Mstep: Class 3 contains 111691 members 
Mstep: Class 4 contains 34818 members 
Mstep: Class 5 contains 50437 members 
Mstep: Class 6 contains 5359 members 
Mstep: Class 7 contains 2044 members 
Mstep: Class 8 contains 22335 members 
Mstep: Class 9 contains 1108 members 
Mstep: Class 10 contains 6244 members 
Mstep: Class 11 contains 48559 members 
Mstep: Class 12 contains 1871 members 
Mstep: Class 13 contains 27098 members 
Mstep: Class 14 contains 66405 members 
Mstep: Class 15 contains 11393 members 
Mstep: Class 16 contains 11715 members 
Mstep: Class 17 contains 3641 members 
Mstep: Class 18 contains 28538 members 
Mstep: Class 19 contains 6845 members 
Mstep: Class 20 contains 1879 members 
Mstep: Class 21 contains 6025 members 
Mstep: Class 22 contains 11329 members 
Mstep: Class 23 contains 19234 members 
Mstep: Class 24 contains 4489 members 
Mstep: Class 25 contains 14027 members 
Mstep: Class 26 contains 4464 members 
Mstep: Class 27 contains 44069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80887296.000000 Penalty: 53877.671875
Iteration 51Q: 28 clusters Score -8.08873e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 99789 members 
Mstep: Class 2 contains 21102 members 
Mstep: Class 3 contains 111659 members 
Mstep: Class 4 contains 34373 members 
Mstep: Class 5 contains 50489 members 
Mstep: Class 6 contains 5408 members 
Mstep: Class 7 contains 1914 members 
Mstep: Class 8 contains 22345 members 
Mstep: Class 9 contains 1106 members 
Mstep: Class 10 contains 6227 members 
Mstep: Class 11 contains 48315 members 
Mstep: Class 12 contains 1872 members 
Mstep: Class 13 contains 27057 members 
Mstep: Class 14 contains 66329 members 
Mstep: Class 15 contains 11450 members 
Mstep: Class 16 contains 11710 members 
Mstep: Class 17 contains 3633 members 
Mstep: Class 18 contains 28519 members 
Mstep: Class 19 contains 6995 members 
Mstep: Class 20 contains 1881 members 
Mstep: Class 21 contains 6028 members 
Mstep: Class 22 contains 11478 members 
Mstep: Class 23 contains 19253 members 
Mstep: Class 24 contains 4527 members 
Mstep: Class 25 contains 14034 members 
Mstep: Class 26 contains 4468 members 
Mstep: Class 27 contains 44840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80887696.000000 Penalty: 53877.671875
Iteration 52Q: 28 clusters Score -8.08877e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 99661 members 
Mstep: Class 2 contains 20928 members 
Mstep: Class 3 contains 111601 members 
Mstep: Class 4 contains 33934 members 
Mstep: Class 5 contains 50529 members 
Mstep: Class 6 contains 5460 members 
Mstep: Class 7 contains 1813 members 
Mstep: Class 8 contains 22358 members 
Mstep: Class 9 contains 1104 members 
Mstep: Class 10 contains 6214 members 
Mstep: Class 11 contains 48089 members 
Mstep: Class 12 contains 1882 members 
Mstep: Class 13 contains 27035 members 
Mstep: Class 14 contains 66243 members 
Mstep: Class 15 contains 11493 members 
Mstep: Class 16 contains 11701 members 
Mstep: Class 17 contains 3628 members 
Mstep: Class 18 contains 28515 members 
Mstep: Class 19 contains 7133 members 
Mstep: Class 20 contains 1883 members 
Mstep: Class 21 contains 6034 members 
Mstep: Class 22 contains 11609 members 
Mstep: Class 23 contains 19268 members 
Mstep: Class 24 contains 4554 members 
Mstep: Class 25 contains 14039 members 
Mstep: Class 26 contains 4473 members 
Mstep: Class 27 contains 45620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80888344.000000 Penalty: 53877.671875
Iteration 53Q: 28 clusters Score -8.088834e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 99519 members 
Mstep: Class 2 contains 20790 members 
Mstep: Class 3 contains 111570 members 
Mstep: Class 4 contains 33517 members 
Mstep: Class 5 contains 50561 members 
Mstep: Class 6 contains 5522 members 
Mstep: Class 7 contains 1734 members 
Mstep: Class 8 contains 22368 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 6209 members 
Mstep: Class 11 contains 47888 members 
Mstep: Class 12 contains 1878 members 
Mstep: Class 13 contains 27020 members 
Mstep: Class 14 contains 66156 members 
Mstep: Class 15 contains 11535 members 
Mstep: Class 16 contains 11702 members 
Mstep: Class 17 contains 3617 members 
Mstep: Class 18 contains 28511 members 
Mstep: Class 19 contains 7266 members 
Mstep: Class 20 contains 1884 members 
Mstep: Class 21 contains 6039 members 
Mstep: Class 22 contains 11720 members 
Mstep: Class 23 contains 19282 members 
Mstep: Class 24 contains 4570 members 
Mstep: Class 25 contains 14038 members 
Mstep: Class 26 contains 4477 members 
Mstep: Class 27 contains 46325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80888384.000000 Penalty: 53877.671875
Iteration 54Q: 28 clusters Score -8.088838e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 99345 members 
Mstep: Class 2 contains 20662 members 
Mstep: Class 3 contains 111540 members 
Mstep: Class 4 contains 33134 members 
Mstep: Class 5 contains 50580 members 
Mstep: Class 6 contains 5580 members 
Mstep: Class 7 contains 1667 members 
Mstep: Class 8 contains 22373 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 6206 members 
Mstep: Class 11 contains 47687 members 
Mstep: Class 12 contains 1888 members 
Mstep: Class 13 contains 26998 members 
Mstep: Class 14 contains 66084 members 
Mstep: Class 15 contains 11589 members 
Mstep: Class 16 contains 11699 members 
Mstep: Class 17 contains 3607 members 
Mstep: Class 18 contains 28493 members 
Mstep: Class 19 contains 7382 members 
Mstep: Class 20 contains 1884 members 
Mstep: Class 21 contains 6040 members 
Mstep: Class 22 contains 11825 members 
Mstep: Class 23 contains 19293 members 
Mstep: Class 24 contains 4576 members 
Mstep: Class 25 contains 14040 members 
Mstep: Class 26 contains 4484 members 
Mstep: Class 27 contains 47042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80888552.000000 Penalty: 53877.671875
Iteration 55Q: 28 clusters Score -8.088855e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 99164 members 
Mstep: Class 2 contains 20574 members 
Mstep: Class 3 contains 111488 members 
Mstep: Class 4 contains 32744 members 
Mstep: Class 5 contains 50605 members 
Mstep: Class 6 contains 5636 members 
Mstep: Class 7 contains 1598 members 
Mstep: Class 8 contains 22377 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 6199 members 
Mstep: Class 11 contains 47522 members 
Mstep: Class 12 contains 1894 members 
Mstep: Class 13 contains 26976 members 
Mstep: Class 14 contains 66017 members 
Mstep: Class 15 contains 11636 members 
Mstep: Class 16 contains 11699 members 
Mstep: Class 17 contains 3609 members 
Mstep: Class 18 contains 28468 members 
Mstep: Class 19 contains 7484 members 
Mstep: Class 20 contains 1884 members 
Mstep: Class 21 contains 6043 members 
Mstep: Class 22 contains 11902 members 
Mstep: Class 23 contains 19305 members 
Mstep: Class 24 contains 4586 members 
Mstep: Class 25 contains 14046 members 
Mstep: Class 26 contains 4485 members 
Mstep: Class 27 contains 47757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80888824.000000 Penalty: 53877.671875
Iteration 56Q: 28 clusters Score -8.088882e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 99000 members 
Mstep: Class 2 contains 20492 members 
Mstep: Class 3 contains 111414 members 
Mstep: Class 4 contains 32348 members 
Mstep: Class 5 contains 50617 members 
Mstep: Class 6 contains 5689 members 
Mstep: Class 7 contains 1546 members 
Mstep: Class 8 contains 22380 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 6195 members 
Mstep: Class 11 contains 47354 members 
Mstep: Class 12 contains 1899 members 
Mstep: Class 13 contains 26950 members 
Mstep: Class 14 contains 65939 members 
Mstep: Class 15 contains 11699 members 
Mstep: Class 16 contains 11699 members 
Mstep: Class 17 contains 3610 members 
Mstep: Class 18 contains 28456 members 
Mstep: Class 19 contains 7590 members 
Mstep: Class 20 contains 1884 members 
Mstep: Class 21 contains 6045 members 
Mstep: Class 22 contains 11967 members 
Mstep: Class 23 contains 19316 members 
Mstep: Class 24 contains 4591 members 
Mstep: Class 25 contains 14048 members 
Mstep: Class 26 contains 4498 members 
Mstep: Class 27 contains 48472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80889272.000000 Penalty: 53877.671875
Iteration 57Q: 28 clusters Score -8.088927e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 98815 members 
Mstep: Class 2 contains 20413 members 
Mstep: Class 3 contains 111344 members 
Mstep: Class 4 contains 32000 members 
Mstep: Class 5 contains 50630 members 
Mstep: Class 6 contains 5721 members 
Mstep: Class 7 contains 1500 members 
Mstep: Class 8 contains 22385 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 6195 members 
Mstep: Class 11 contains 47239 members 
Mstep: Class 12 contains 1905 members 
Mstep: Class 13 contains 26926 members 
Mstep: Class 14 contains 65867 members 
Mstep: Class 15 contains 11746 members 
Mstep: Class 16 contains 11699 members 
Mstep: Class 17 contains 3610 members 
Mstep: Class 18 contains 28438 members 
Mstep: Class 19 contains 7692 members 
Mstep: Class 20 contains 1884 members 
Mstep: Class 21 contains 6037 members 
Mstep: Class 22 contains 12034 members 
Mstep: Class 23 contains 19323 members 
Mstep: Class 24 contains 4591 members 
Mstep: Class 25 contains 14053 members 
Mstep: Class 26 contains 4510 members 
Mstep: Class 27 contains 49141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80889328.000000 Penalty: 53877.671875
Iteration 58Q: 28 clusters Score -8.088933e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 98625 members 
Mstep: Class 2 contains 20346 members 
Mstep: Class 3 contains 111286 members 
Mstep: Class 4 contains 31721 members 
Mstep: Class 5 contains 50638 members 
Mstep: Class 6 contains 5760 members 
Mstep: Class 7 contains 1463 members 
Mstep: Class 8 contains 22389 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 6202 members 
Mstep: Class 11 contains 47111 members 
Mstep: Class 12 contains 1907 members 
Mstep: Class 13 contains 26905 members 
Mstep: Class 14 contains 65796 members 
Mstep: Class 15 contains 11784 members 
Mstep: Class 16 contains 11703 members 
Mstep: Class 17 contains 3609 members 
Mstep: Class 18 contains 28423 members 
Mstep: Class 19 contains 7785 members 
Mstep: Class 20 contains 1884 members 
Mstep: Class 21 contains 6036 members 
Mstep: Class 22 contains 12090 members 
Mstep: Class 23 contains 19325 members 
Mstep: Class 24 contains 4594 members 
Mstep: Class 25 contains 14052 members 
Mstep: Class 26 contains 4511 members 
Mstep: Class 27 contains 49753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80889688.000000 Penalty: 53877.671875
Iteration 59Q: 28 clusters Score -8.088969e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 98428 members 
Mstep: Class 2 contains 20274 members 
Mstep: Class 3 contains 111183 members 
Mstep: Class 4 contains 31417 members 
Mstep: Class 5 contains 50640 members 
Mstep: Class 6 contains 5800 members 
Mstep: Class 7 contains 1428 members 
Mstep: Class 8 contains 22387 members 
Mstep: Class 9 contains 1103 members 
Mstep: Class 10 contains 6203 members 
Mstep: Class 11 contains 46997 members 
Mstep: Class 12 contains 1910 members 
Mstep: Class 13 contains 26887 members 
Mstep: Class 14 contains 65739 members 
Mstep: Class 15 contains 11813 members 
Mstep: Class 16 contains 11706 members 
Mstep: Class 17 contains 3610 members 
Mstep: Class 18 contains 28408 members 
Mstep: Class 19 contains 7887 members 
Mstep: Class 20 contains 1884 members 
Mstep: Class 21 contains 6033 members 
Mstep: Class 22 contains 12145 members 
Mstep: Class 23 contains 19334 members 
Mstep: Class 24 contains 4600 members 
Mstep: Class 25 contains 14052 members 
Mstep: Class 26 contains 4523 members 
Mstep: Class 27 contains 50410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80894744.000000 Penalty: 53877.671875
Iteration 60F: 28 clusters Score -8.089474e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 98240 members 
Mstep: Class 2 contains 20243 members 
Mstep: Class 3 contains 111067 members 
Mstep: Class 4 contains 31111 members 
Mstep: Class 5 contains 50648 members 
Mstep: Class 6 contains 5845 members 
Mstep: Class 7 contains 1393 members 
Mstep: Class 8 contains 22388 members 
Mstep: Class 9 contains 1175 members 
Mstep: Class 10 contains 6204 members 
Mstep: Class 11 contains 46892 members 
Mstep: Class 12 contains 1917 members 
Mstep: Class 13 contains 26867 members 
Mstep: Class 14 contains 65652 members 
Mstep: Class 15 contains 11845 members 
Mstep: Class 16 contains 11701 members 
Mstep: Class 17 contains 3609 members 
Mstep: Class 18 contains 28403 members 
Mstep: Class 19 contains 7994 members 
Mstep: Class 20 contains 1911 members 
Mstep: Class 21 contains 6024 members 
Mstep: Class 22 contains 12196 members 
Mstep: Class 23 contains 19339 members 
Mstep: Class 24 contains 4615 members 
Mstep: Class 25 contains 14052 members 
Mstep: Class 26 contains 4536 members 
Mstep: Class 27 contains 51036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80896208.000000 Penalty: 53877.671875
Iteration 61Q: 28 clusters Score -8.089621e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 98039 members 
Mstep: Class 2 contains 20216 members 
Mstep: Class 3 contains 110947 members 
Mstep: Class 4 contains 30836 members 
Mstep: Class 5 contains 50650 members 
Mstep: Class 6 contains 5885 members 
Mstep: Class 7 contains 1366 members 
Mstep: Class 8 contains 22388 members 
Mstep: Class 9 contains 1129 members 
Mstep: Class 10 contains 6207 members 
Mstep: Class 11 contains 46761 members 
Mstep: Class 12 contains 1928 members 
Mstep: Class 13 contains 26846 members 
Mstep: Class 14 contains 65572 members 
Mstep: Class 15 contains 11882 members 
Mstep: Class 16 contains 11704 members 
Mstep: Class 17 contains 3612 members 
Mstep: Class 18 contains 28403 members 
Mstep: Class 19 contains 8086 members 
Mstep: Class 20 contains 1955 members 
Mstep: Class 21 contains 6026 members 
Mstep: Class 22 contains 12259 members 
Mstep: Class 23 contains 19348 members 
Mstep: Class 24 contains 4628 members 
Mstep: Class 25 contains 14055 members 
Mstep: Class 26 contains 4533 members 
Mstep: Class 27 contains 51644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80896704.000000 Penalty: 53877.671875
Iteration 62Q: 28 clusters Score -8.08967e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 97824 members 
Mstep: Class 2 contains 20195 members 
Mstep: Class 3 contains 110836 members 
Mstep: Class 4 contains 30594 members 
Mstep: Class 5 contains 50642 members 
Mstep: Class 6 contains 5923 members 
Mstep: Class 7 contains 1331 members 
Mstep: Class 8 contains 22390 members 
Mstep: Class 9 contains 1123 members 
Mstep: Class 10 contains 6208 members 
Mstep: Class 11 contains 46644 members 
Mstep: Class 12 contains 1930 members 
Mstep: Class 13 contains 26819 members 
Mstep: Class 14 contains 65538 members 
Mstep: Class 15 contains 11924 members 
Mstep: Class 16 contains 11700 members 
Mstep: Class 17 contains 3615 members 
Mstep: Class 18 contains 28398 members 
Mstep: Class 19 contains 8172 members 
Mstep: Class 20 contains 1958 members 
Mstep: Class 21 contains 6027 members 
Mstep: Class 22 contains 12311 members 
Mstep: Class 23 contains 19351 members 
Mstep: Class 24 contains 4640 members 
Mstep: Class 25 contains 14054 members 
Mstep: Class 26 contains 4535 members 
Mstep: Class 27 contains 52223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 1979.385742 but Gain 1995.468750
Score: -80897016.000000 Penalty: 51882.203125
Iteration 63Q: 27 clusters Score -8.089702e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 97645 members 
Mstep: Class 2 contains 20646 members 
Mstep: Class 3 contains 110707 members 
Mstep: Class 4 contains 30348 members 
Mstep: Class 5 contains 50640 members 
Mstep: Class 6 contains 5959 members 
Mstep: Class 8 contains 22395 members 
Mstep: Class 9 contains 1119 members 
Mstep: Class 10 contains 6204 members 
Mstep: Class 11 contains 46530 members 
Mstep: Class 12 contains 1935 members 
Mstep: Class 13 contains 26799 members 
Mstep: Class 14 contains 66329 members 
Mstep: Class 15 contains 11960 members 
Mstep: Class 16 contains 11698 members 
Mstep: Class 17 contains 3620 members 
Mstep: Class 18 contains 28371 members 
Mstep: Class 19 contains 8247 members 
Mstep: Class 20 contains 1960 members 
Mstep: Class 21 contains 6032 members 
Mstep: Class 22 contains 12359 members 
Mstep: Class 23 contains 19358 members 
Mstep: Class 24 contains 4653 members 
Mstep: Class 25 contains 14056 members 
Mstep: Class 26 contains 4530 members 
Mstep: Class 27 contains 52805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80898840.000000 Penalty: 51882.203125
Iteration 64Q: 27 clusters Score -8.089884e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 97478 members 
Mstep: Class 2 contains 20573 members 
Mstep: Class 3 contains 110598 members 
Mstep: Class 4 contains 30120 members 
Mstep: Class 5 contains 50625 members 
Mstep: Class 6 contains 5984 members 
Mstep: Class 8 contains 22392 members 
Mstep: Class 9 contains 1117 members 
Mstep: Class 10 contains 6203 members 
Mstep: Class 11 contains 46409 members 
Mstep: Class 12 contains 1944 members 
Mstep: Class 13 contains 26786 members 
Mstep: Class 14 contains 66214 members 
Mstep: Class 15 contains 12009 members 
Mstep: Class 16 contains 11691 members 
Mstep: Class 17 contains 3627 members 
Mstep: Class 18 contains 28429 members 
Mstep: Class 19 contains 8326 members 
Mstep: Class 20 contains 1959 members 
Mstep: Class 21 contains 6037 members 
Mstep: Class 22 contains 12406 members 
Mstep: Class 23 contains 19366 members 
Mstep: Class 24 contains 4660 members 
Mstep: Class 25 contains 14053 members 
Mstep: Class 26 contains 4533 members 
Mstep: Class 27 contains 53366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80899264.000000 Penalty: 51882.203125
Iteration 65Q: 27 clusters Score -8.089926e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 97326 members 
Mstep: Class 2 contains 20532 members 
Mstep: Class 3 contains 110508 members 
Mstep: Class 4 contains 29886 members 
Mstep: Class 5 contains 50623 members 
Mstep: Class 6 contains 6008 members 
Mstep: Class 8 contains 22393 members 
Mstep: Class 9 contains 1115 members 
Mstep: Class 10 contains 6207 members 
Mstep: Class 11 contains 46291 members 
Mstep: Class 12 contains 1949 members 
Mstep: Class 13 contains 26778 members 
Mstep: Class 14 contains 66102 members 
Mstep: Class 15 contains 12030 members 
Mstep: Class 16 contains 11692 members 
Mstep: Class 17 contains 3624 members 
Mstep: Class 18 contains 28467 members 
Mstep: Class 19 contains 8400 members 
Mstep: Class 20 contains 1961 members 
Mstep: Class 21 contains 6040 members 
Mstep: Class 22 contains 12456 members 
Mstep: Class 23 contains 19371 members 
Mstep: Class 24 contains 4665 members 
Mstep: Class 25 contains 14055 members 
Mstep: Class 26 contains 4544 members 
Mstep: Class 27 contains 53882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80899720.000000 Penalty: 51882.203125
Iteration 66Q: 27 clusters Score -8.089972e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 97177 members 
Mstep: Class 2 contains 20510 members 
Mstep: Class 3 contains 110427 members 
Mstep: Class 4 contains 29657 members 
Mstep: Class 5 contains 50617 members 
Mstep: Class 6 contains 6028 members 
Mstep: Class 8 contains 22394 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 6209 members 
Mstep: Class 11 contains 46163 members 
Mstep: Class 12 contains 1952 members 
Mstep: Class 13 contains 26760 members 
Mstep: Class 14 contains 65991 members 
Mstep: Class 15 contains 12068 members 
Mstep: Class 16 contains 11693 members 
Mstep: Class 17 contains 3618 members 
Mstep: Class 18 contains 28490 members 
Mstep: Class 19 contains 8480 members 
Mstep: Class 20 contains 1962 members 
Mstep: Class 21 contains 6041 members 
Mstep: Class 22 contains 12512 members 
Mstep: Class 23 contains 19374 members 
Mstep: Class 24 contains 4671 members 
Mstep: Class 25 contains 14057 members 
Mstep: Class 26 contains 4553 members 
Mstep: Class 27 contains 54387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80899720.000000 Penalty: 51882.203125
Iteration 67Q: 27 clusters Score -8.089972e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 97052 members 
Mstep: Class 2 contains 20497 members 
Mstep: Class 3 contains 110346 members 
Mstep: Class 4 contains 29419 members 
Mstep: Class 5 contains 50620 members 
Mstep: Class 6 contains 6053 members 
Mstep: Class 8 contains 22395 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 6214 members 
Mstep: Class 11 contains 46042 members 
Mstep: Class 12 contains 1951 members 
Mstep: Class 13 contains 26746 members 
Mstep: Class 14 contains 65901 members 
Mstep: Class 15 contains 12110 members 
Mstep: Class 16 contains 11693 members 
Mstep: Class 17 contains 3612 members 
Mstep: Class 18 contains 28498 members 
Mstep: Class 19 contains 8554 members 
Mstep: Class 20 contains 1962 members 
Mstep: Class 21 contains 6046 members 
Mstep: Class 22 contains 12571 members 
Mstep: Class 23 contains 19374 members 
Mstep: Class 24 contains 4678 members 
Mstep: Class 25 contains 14054 members 
Mstep: Class 26 contains 4558 members 
Mstep: Class 27 contains 54845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80900016.000000 Penalty: 51882.203125
Iteration 68Q: 27 clusters Score -8.090002e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 96938 members 
Mstep: Class 2 contains 20490 members 
Mstep: Class 3 contains 110266 members 
Mstep: Class 4 contains 29221 members 
Mstep: Class 5 contains 50617 members 
Mstep: Class 6 contains 6068 members 
Mstep: Class 8 contains 22395 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 6224 members 
Mstep: Class 11 contains 45946 members 
Mstep: Class 12 contains 1951 members 
Mstep: Class 13 contains 26734 members 
Mstep: Class 14 contains 65836 members 
Mstep: Class 15 contains 12124 members 
Mstep: Class 16 contains 11687 members 
Mstep: Class 17 contains 3611 members 
Mstep: Class 18 contains 28491 members 
Mstep: Class 19 contains 8624 members 
Mstep: Class 20 contains 1962 members 
Mstep: Class 21 contains 6051 members 
Mstep: Class 22 contains 12621 members 
Mstep: Class 23 contains 19372 members 
Mstep: Class 24 contains 4684 members 
Mstep: Class 25 contains 14058 members 
Mstep: Class 26 contains 4560 members 
Mstep: Class 27 contains 55260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80899944.000000 Penalty: 51882.203125
Iteration 69Q: 27 clusters Score -8.089994e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 96821 members 
Mstep: Class 2 contains 20486 members 
Mstep: Class 3 contains 110184 members 
Mstep: Class 4 contains 29061 members 
Mstep: Class 5 contains 50612 members 
Mstep: Class 6 contains 6086 members 
Mstep: Class 8 contains 22395 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 6232 members 
Mstep: Class 11 contains 45843 members 
Mstep: Class 12 contains 1953 members 
Mstep: Class 13 contains 26719 members 
Mstep: Class 14 contains 65779 members 
Mstep: Class 15 contains 12131 members 
Mstep: Class 16 contains 11681 members 
Mstep: Class 17 contains 3609 members 
Mstep: Class 18 contains 28488 members 
Mstep: Class 19 contains 8687 members 
Mstep: Class 20 contains 1962 members 
Mstep: Class 21 contains 6053 members 
Mstep: Class 22 contains 12674 members 
Mstep: Class 23 contains 19374 members 
Mstep: Class 24 contains 4690 members 
Mstep: Class 25 contains 14061 members 
Mstep: Class 26 contains 4564 members 
Mstep: Class 27 contains 55646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80899984.000000 Penalty: 51882.203125
Iteration 70Q: 27 clusters Score -8.089998e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 96724 members 
Mstep: Class 2 contains 20486 members 
Mstep: Class 3 contains 110100 members 
Mstep: Class 4 contains 28883 members 
Mstep: Class 5 contains 50601 members 
Mstep: Class 6 contains 6104 members 
Mstep: Class 8 contains 22395 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 6245 members 
Mstep: Class 11 contains 45721 members 
Mstep: Class 12 contains 1954 members 
Mstep: Class 13 contains 26700 members 
Mstep: Class 14 contains 65713 members 
Mstep: Class 15 contains 12140 members 
Mstep: Class 16 contains 11682 members 
Mstep: Class 17 contains 3611 members 
Mstep: Class 18 contains 28490 members 
Mstep: Class 19 contains 8762 members 
Mstep: Class 20 contains 1962 members 
Mstep: Class 21 contains 6048 members 
Mstep: Class 22 contains 12734 members 
Mstep: Class 23 contains 19373 members 
Mstep: Class 24 contains 4696 members 
Mstep: Class 25 contains 14064 members 
Mstep: Class 26 contains 4576 members 
Mstep: Class 27 contains 56027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80900088.000000 Penalty: 51882.203125
Iteration 71Q: 27 clusters Score -8.090009e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 96621 members 
Mstep: Class 2 contains 20475 members 
Mstep: Class 3 contains 110013 members 
Mstep: Class 4 contains 28719 members 
Mstep: Class 5 contains 50597 members 
Mstep: Class 6 contains 6117 members 
Mstep: Class 8 contains 22397 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 6249 members 
Mstep: Class 11 contains 45609 members 
Mstep: Class 12 contains 1955 members 
Mstep: Class 13 contains 26681 members 
Mstep: Class 14 contains 65653 members 
Mstep: Class 15 contains 12165 members 
Mstep: Class 16 contains 11678 members 
Mstep: Class 17 contains 3607 members 
Mstep: Class 18 contains 28488 members 
Mstep: Class 19 contains 8830 members 
Mstep: Class 20 contains 1961 members 
Mstep: Class 21 contains 6045 members 
Mstep: Class 22 contains 12786 members 
Mstep: Class 23 contains 19374 members 
Mstep: Class 24 contains 4700 members 
Mstep: Class 25 contains 14067 members 
Mstep: Class 26 contains 4586 members 
Mstep: Class 27 contains 56418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80900368.000000 Penalty: 51882.203125
Iteration 72Q: 27 clusters Score -8.090037e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 96511 members 
Mstep: Class 2 contains 20470 members 
Mstep: Class 3 contains 109938 members 
Mstep: Class 4 contains 28566 members 
Mstep: Class 5 contains 50596 members 
Mstep: Class 6 contains 6131 members 
Mstep: Class 8 contains 22396 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 6249 members 
Mstep: Class 11 contains 45511 members 
Mstep: Class 12 contains 1960 members 
Mstep: Class 13 contains 26660 members 
Mstep: Class 14 contains 65594 members 
Mstep: Class 15 contains 12192 members 
Mstep: Class 16 contains 11675 members 
Mstep: Class 17 contains 3606 members 
Mstep: Class 18 contains 28492 members 
Mstep: Class 19 contains 8887 members 
Mstep: Class 20 contains 1959 members 
Mstep: Class 21 contains 6044 members 
Mstep: Class 22 contains 12826 members 
Mstep: Class 23 contains 19375 members 
Mstep: Class 24 contains 4701 members 
Mstep: Class 25 contains 14068 members 
Mstep: Class 26 contains 4596 members 
Mstep: Class 27 contains 56788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80900528.000000 Penalty: 51882.203125
Iteration 73Q: 27 clusters Score -8.090053e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 96406 members 
Mstep: Class 2 contains 20460 members 
Mstep: Class 3 contains 109869 members 
Mstep: Class 4 contains 28420 members 
Mstep: Class 5 contains 50594 members 
Mstep: Class 6 contains 6149 members 
Mstep: Class 8 contains 22397 members 
Mstep: Class 9 contains 1114 members 
Mstep: Class 10 contains 6251 members 
Mstep: Class 11 contains 45438 members 
Mstep: Class 12 contains 1962 members 
Mstep: Class 13 contains 26641 members 
Mstep: Class 14 contains 65550 members 
Mstep: Class 15 contains 12210 members 
Mstep: Class 16 contains 11676 members 
Mstep: Class 17 contains 3609 members 
Mstep: Class 18 contains 28495 members 
Mstep: Class 19 contains 8939 members 
Mstep: Class 20 contains 1958 members 
Mstep: Class 21 contains 6037 members 
Mstep: Class 22 contains 12868 members 
Mstep: Class 23 contains 19375 members 
Mstep: Class 24 contains 4701 members 
Mstep: Class 25 contains 14067 members 
Mstep: Class 26 contains 4598 members 
Mstep: Class 27 contains 57121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80900784.000000 Penalty: 51882.203125
Iteration 74Q: 27 clusters Score -8.090078e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 96315 members 
Mstep: Class 2 contains 20448 members 
Mstep: Class 3 contains 109802 members 
Mstep: Class 4 contains 28289 members 
Mstep: Class 5 contains 50599 members 
Mstep: Class 6 contains 6160 members 
Mstep: Class 8 contains 22398 members 
Mstep: Class 9 contains 1113 members 
Mstep: Class 10 contains 6254 members 
Mstep: Class 11 contains 45355 members 
Mstep: Class 12 contains 1965 members 
Mstep: Class 13 contains 26621 members 
Mstep: Class 14 contains 65501 members 
Mstep: Class 15 contains 12225 members 
Mstep: Class 16 contains 11677 members 
Mstep: Class 17 contains 3608 members 
Mstep: Class 18 contains 28498 members 
Mstep: Class 19 contains 8986 members 
Mstep: Class 20 contains 1958 members 
Mstep: Class 21 contains 6031 members 
Mstep: Class 22 contains 12909 members 
Mstep: Class 23 contains 19377 members 
Mstep: Class 24 contains 4704 members 
Mstep: Class 25 contains 14068 members 
Mstep: Class 26 contains 4602 members 
Mstep: Class 27 contains 57442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80900968.000000 Penalty: 51882.203125
Iteration 75Q: 27 clusters Score -8.090097e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 96190 members 
Mstep: Class 2 contains 20446 members 
Mstep: Class 3 contains 109749 members 
Mstep: Class 4 contains 28136 members 
Mstep: Class 5 contains 50592 members 
Mstep: Class 6 contains 6176 members 
Mstep: Class 8 contains 22398 members 
Mstep: Class 9 contains 1113 members 
Mstep: Class 10 contains 6254 members 
Mstep: Class 11 contains 45294 members 
Mstep: Class 12 contains 1967 members 
Mstep: Class 13 contains 26608 members 
Mstep: Class 14 contains 65464 members 
Mstep: Class 15 contains 12249 members 
Mstep: Class 16 contains 11676 members 
Mstep: Class 17 contains 3606 members 
Mstep: Class 18 contains 28489 members 
Mstep: Class 19 contains 9037 members 
Mstep: Class 20 contains 1957 members 
Mstep: Class 21 contains 6030 members 
Mstep: Class 22 contains 12941 members 
Mstep: Class 23 contains 19379 members 
Mstep: Class 24 contains 4707 members 
Mstep: Class 25 contains 14068 members 
Mstep: Class 26 contains 4603 members 
Mstep: Class 27 contains 57776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80901224.000000 Penalty: 51882.203125
Iteration 76Q: 27 clusters Score -8.090122e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 96103 members 
Mstep: Class 2 contains 20445 members 
Mstep: Class 3 contains 109696 members 
Mstep: Class 4 contains 27961 members 
Mstep: Class 5 contains 50596 members 
Mstep: Class 6 contains 6190 members 
Mstep: Class 8 contains 22398 members 
Mstep: Class 9 contains 1113 members 
Mstep: Class 10 contains 6251 members 
Mstep: Class 11 contains 45230 members 
Mstep: Class 12 contains 1969 members 
Mstep: Class 13 contains 26589 members 
Mstep: Class 14 contains 65428 members 
Mstep: Class 15 contains 12265 members 
Mstep: Class 16 contains 11672 members 
Mstep: Class 17 contains 3605 members 
Mstep: Class 18 contains 28483 members 
Mstep: Class 19 contains 9090 members 
Mstep: Class 20 contains 1957 members 
Mstep: Class 21 contains 6025 members 
Mstep: Class 22 contains 12969 members 
Mstep: Class 23 contains 19385 members 
Mstep: Class 24 contains 4706 members 
Mstep: Class 25 contains 14068 members 
Mstep: Class 26 contains 4609 members 
Mstep: Class 27 contains 58102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80901216.000000 Penalty: 51882.203125
Iteration 77Q: 27 clusters Score -8.090122e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 96013 members 
Mstep: Class 2 contains 20449 members 
Mstep: Class 3 contains 109633 members 
Mstep: Class 4 contains 27785 members 
Mstep: Class 5 contains 50591 members 
Mstep: Class 6 contains 6197 members 
Mstep: Class 8 contains 22397 members 
Mstep: Class 9 contains 1113 members 
Mstep: Class 10 contains 6252 members 
Mstep: Class 11 contains 45157 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 26577 members 
Mstep: Class 14 contains 65393 members 
Mstep: Class 15 contains 12287 members 
Mstep: Class 16 contains 11671 members 
Mstep: Class 17 contains 3603 members 
Mstep: Class 18 contains 28472 members 
Mstep: Class 19 contains 9144 members 
Mstep: Class 20 contains 1957 members 
Mstep: Class 21 contains 6023 members 
Mstep: Class 22 contains 13009 members 
Mstep: Class 23 contains 19386 members 
Mstep: Class 24 contains 4702 members 
Mstep: Class 25 contains 14069 members 
Mstep: Class 26 contains 4622 members 
Mstep: Class 27 contains 58432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80901520.000000 Penalty: 51882.203125
Iteration 78Q: 27 clusters Score -8.090152e+07 nChanged 678
Entering ConstructFrom: 
Score: -80901520.000000 Penalty: 51882.203125
Entering ConstructFrom: 
Trying to split cluster 1 (95943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95943 members 
Entering Unmasked Estep 
Score: -12131516.000000 Penalty: 1706.960693
	Iteration 0F: 2 clusters Score -1.213152e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47789 members 
Mstep: Class 2 contains 48154 members 
Entering Unmasked Estep 
Score: -12087985.000000 Penalty: 3413.921387
	Iteration 0F: 3 clusters Score -1.208798e+07 nChanged 44913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44966 members 
Mstep: Class 2 contains 50977 members 
Entering Unmasked Estep 
Score: -12113603.000000 Penalty: 3413.921387
	Iteration 1F: 3 clusters Score -1.21136e+07 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42615 members 
Mstep: Class 2 contains 53328 members 
Entering Unmasked Estep 
Score: -12114589.000000 Penalty: 3413.921387
	Iteration 2Q: 3 clusters Score -1.211459e+07 nChanged 4517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39418 members 
Mstep: Class 2 contains 56525 members 
Entering Unmasked Estep 
Score: -12115925.000000 Penalty: 3413.921387
	Iteration 3Q: 3 clusters Score -1.211592e+07 nChanged 5384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35212 members 
Mstep: Class 2 contains 60731 members 
Entering Unmasked Estep 
Score: -12117959.000000 Penalty: 3413.921387
	Iteration 4F: 3 clusters Score -1.211796e+07 nChanged 6233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30073 members 
Mstep: Class 2 contains 65870 members 
Entering Unmasked Estep 
Score: -12120659.000000 Penalty: 3413.921387
	Iteration 5F: 3 clusters Score -1.212066e+07 nChanged 6510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24505 members 
Mstep: Class 2 contains 71438 members 
Entering Unmasked Estep 
Score: -12124066.000000 Penalty: 3413.921387
	Iteration 6F: 3 clusters Score -1.212407e+07 nChanged 5983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 76489 members 
Entering Unmasked Estep 
Score: -12127349.000000 Penalty: 3413.921387
	Iteration 7F: 3 clusters Score -1.212735e+07 nChanged 5045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 80520 members 
Entering Unmasked Estep 
Score: -12129834.000000 Penalty: 3413.921387
	Iteration 8F: 3 clusters Score -1.212983e+07 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 83074 members 
Entering Unmasked Estep 
Score: -12131471.000000 Penalty: 3413.921387
	Iteration 9Q: 3 clusters Score -1.213147e+07 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 84321 members 
Entering Unmasked Estep 
Score: -12132660.000000 Penalty: 3413.921387
	Iteration 10Q: 3 clusters Score -1.213266e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 84863 members 
Entering Unmasked Estep 
Score: -12133298.000000 Penalty: 3413.921387
	Iteration 11Q: 3 clusters Score -1.21333e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 85050 members 
Entering Unmasked Estep 
Score: -12133813.000000 Penalty: 3413.921387
	Iteration 12Q: 3 clusters Score -1.213381e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 85131 members 
Entering Unmasked Estep 
Score: -12134085.000000 Penalty: 3413.921387
	Iteration 13Q: 3 clusters Score -1.213408e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 85207 members 
Entering Unmasked Estep 
Score: -12134261.000000 Penalty: 3413.921387
	Iteration 14Q: 3 clusters Score -1.213426e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 85242 members 
Entering Unmasked Estep 
Score: -12134447.000000 Penalty: 3413.921387
	Iteration 15Q: 3 clusters Score -1.213445e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 85259 members 
Entering Unmasked Estep 
Score: -12134705.000000 Penalty: 3413.921387
	Iteration 16Q: 3 clusters Score -1.21347e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 85232 members 
Entering Unmasked Estep 
Score: -12134988.000000 Penalty: 3413.921387
	Iteration 17Q: 3 clusters Score -1.213499e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 85190 members 
Entering Unmasked Estep 
Score: -12135301.000000 Penalty: 3413.921387
	Iteration 18Q: 3 clusters Score -1.21353e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 85193 members 
Entering Unmasked Estep 
Score: -12135598.000000 Penalty: 3413.921387
	Iteration 19Q: 3 clusters Score -1.21356e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 85175 members 
Entering Unmasked Estep 
Score: -12135843.000000 Penalty: 3413.921387
	Iteration 20F: 3 clusters Score -1.213584e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 85154 members 
Entering Unmasked Estep 
Score: -12136084.000000 Penalty: 3413.921387
	Iteration 21Q: 3 clusters Score -1.213608e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 85137 members 
Entering Unmasked Estep 
Score: -12136247.000000 Penalty: 3413.921387
	Iteration 22Q: 3 clusters Score -1.213625e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 85123 members 
Entering Unmasked Estep 
Score: -12136384.000000 Penalty: 3413.921387
	Iteration 23Q: 3 clusters Score -1.213638e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 85109 members 
Entering Unmasked Estep 
Score: -12136547.000000 Penalty: 3413.921387
	Iteration 24Q: 3 clusters Score -1.213655e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 85090 members 
Entering Unmasked Estep 
Score: -12136633.000000 Penalty: 3413.921387
	Iteration 25Q: 3 clusters Score -1.213663e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 85087 members 
Entering Unmasked Estep 
Score: -12136709.000000 Penalty: 3413.921387
	Iteration 26Q: 3 clusters Score -1.213671e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 85063 members 
Entering Unmasked Estep 
Score: -12136849.000000 Penalty: 3413.921387
	Iteration 27Q: 3 clusters Score -1.213685e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 85036 members 
Entering Unmasked Estep 
Score: -12136917.000000 Penalty: 3413.921387
	Iteration 28Q: 3 clusters Score -1.213692e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 85007 members 
Entering Unmasked Estep 
Score: -12136963.000000 Penalty: 3413.921387
	Iteration 29Q: 3 clusters Score -1.213696e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 84975 members 
Entering Unmasked Estep 
Score: -12137027.000000 Penalty: 3413.921387
	Iteration 30Q: 3 clusters Score -1.213703e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 84952 members 
Entering Unmasked Estep 
Score: -12137061.000000 Penalty: 3413.921387
	Iteration 31Q: 3 clusters Score -1.213706e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 84933 members 
Entering Unmasked Estep 
Score: -12137083.000000 Penalty: 3413.921387
	Iteration 32Q: 3 clusters Score -1.213708e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 84916 members 
Entering Unmasked Estep 
Score: -12137124.000000 Penalty: 3413.921387
	Iteration 33Q: 3 clusters Score -1.213712e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 84904 members 
Entering Unmasked Estep 
Score: -12137150.000000 Penalty: 3413.921387
	Iteration 34Q: 3 clusters Score -1.213715e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 84878 members 
Entering Unmasked Estep 
Score: -12137189.000000 Penalty: 3413.921387
	Iteration 35Q: 3 clusters Score -1.213719e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 84852 members 
Entering Unmasked Estep 
Score: -12137196.000000 Penalty: 3413.921387
	Iteration 36Q: 3 clusters Score -1.21372e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 84820 members 
Entering Unmasked Estep 
Score: -12137219.000000 Penalty: 3413.921387
	Iteration 37Q: 3 clusters Score -1.213722e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 84795 members 
Entering Unmasked Estep 
Score: -12137245.000000 Penalty: 3413.921387
	Iteration 38Q: 3 clusters Score -1.213724e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 84777 members 
Entering Unmasked Estep 
Score: -12137253.000000 Penalty: 3413.921387
	Iteration 39Q: 3 clusters Score -1.213725e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 84763 members 
Entering Unmasked Estep 
Score: -12137262.000000 Penalty: 3413.921387
	Iteration 40F: 3 clusters Score -1.213726e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 84755 members 
Entering Unmasked Estep 
Score: -12137291.000000 Penalty: 3413.921387
	Iteration 41Q: 3 clusters Score -1.213729e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 84745 members 
Entering Unmasked Estep 
Score: -12137315.000000 Penalty: 3413.921387
	Iteration 42Q: 3 clusters Score -1.213732e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 84736 members 
Entering Unmasked Estep 
Score: -12137324.000000 Penalty: 3413.921387
	Iteration 43Q: 3 clusters Score -1.213732e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 84720 members 
Entering Unmasked Estep 
Score: -12137343.000000 Penalty: 3413.921387
	Iteration 44Q: 3 clusters Score -1.213734e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 84714 members 
Entering Unmasked Estep 
Score: -12137366.000000 Penalty: 3413.921387
	Iteration 45Q: 3 clusters Score -1.213737e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 84712 members 
Entering Unmasked Estep 
Score: -12137375.000000 Penalty: 3413.921387
	Iteration 46Q: 3 clusters Score -1.213738e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 84703 members 
Entering Unmasked Estep 
Score: -12137369.000000 Penalty: 3413.921387
	Iteration 47Q: 3 clusters Score -1.213737e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 84689 members 
Entering Unmasked Estep 
Score: -12137388.000000 Penalty: 3413.921387
	Iteration 48Q: 3 clusters Score -1.213739e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 84680 members 
Entering Unmasked Estep 
Score: -12137390.000000 Penalty: 3413.921387
	Iteration 49Q: 3 clusters Score -1.213739e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 84669 members 
Entering Unmasked Estep 
Score: -12137387.000000 Penalty: 3413.921387
	Iteration 50Q: 3 clusters Score -1.213739e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 84665 members 
Entering Unmasked Estep 
Score: -12137376.000000 Penalty: 3413.921387
	Iteration 51Q: 3 clusters Score -1.213738e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 84667 members 
Entering Unmasked Estep 
Score: -12137392.000000 Penalty: 3413.921387
	Iteration 52Q: 3 clusters Score -1.213739e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 84673 members 
Entering Unmasked Estep 
Score: -12137383.000000 Penalty: 3413.921387
	Iteration 53Q: 3 clusters Score -1.213738e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 84678 members 
Entering Unmasked Estep 
Score: -12137383.000000 Penalty: 3413.921387
	Iteration 54Q: 3 clusters Score -1.213738e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 84681 members 
Entering Unmasked Estep 
Score: -12137377.000000 Penalty: 3413.921387
	Iteration 55Q: 3 clusters Score -1.213738e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 84682 members 
Entering Unmasked Estep 
Score: -12137384.000000 Penalty: 3413.921387
	Iteration 56Q: 3 clusters Score -1.213738e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 84681 members 
Entering Unmasked Estep 
Score: -12137383.000000 Penalty: 3413.921387
	Iteration 57Q: 3 clusters Score -1.213738e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 84678 members 
Entering Unmasked Estep 
Score: -12137389.000000 Penalty: 3413.921387
	Iteration 58Q: 3 clusters Score -1.213739e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 84678 members 
Entering Unmasked Estep 
Score: -12137389.000000 Penalty: 3413.921387
	Iteration 59Q: 3 clusters Score -1.213739e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 84679 members 
Entering Unmasked Estep 
Score: -12137389.000000 Penalty: 3413.921387
	Iteration 60F: 3 clusters Score -1.213739e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 84681 members 
Entering Unmasked Estep 
Score: -12137384.000000 Penalty: 3413.921387
	Iteration 61Q: 3 clusters Score -1.213738e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 84682 members 
Entering Unmasked Estep 
Score: -12137384.000000 Penalty: 3413.921387
	Iteration 62Q: 3 clusters Score -1.213738e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 84683 members 
Entering Unmasked Estep 
Score: -12137378.000000 Penalty: 3413.921387
	Iteration 63Q: 3 clusters Score -1.213738e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 84683 members 
Entering Unmasked Estep 
Score: -12137378.000000 Penalty: 3413.921387
	Iteration 64F: 3 clusters Score -1.213738e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 20450 members 
Mstep: Class 3 contains 109594 members 
Mstep: Class 4 contains 27605 members 
Mstep: Class 5 contains 50589 members 
Mstep: Class 6 contains 6208 members 
Mstep: Class 7 contains 84683 members 
Mstep: Class 8 contains 22396 members 
Mstep: Class 9 contains 1113 members 
Mstep: Class 10 contains 6256 members 
Mstep: Class 11 contains 45076 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 26567 members 
Mstep: Class 14 contains 65353 members 
Mstep: Class 15 contains 12303 members 
Mstep: Class 16 contains 11671 members 
Mstep: Class 17 contains 3604 members 
Mstep: Class 18 contains 28475 members 
Mstep: Class 19 contains 9195 members 
Mstep: Class 20 contains 1957 members 
Mstep: Class 21 contains 6017 members 
Mstep: Class 22 contains 13042 members 
Mstep: Class 23 contains 19389 members 
Mstep: Class 24 contains 4699 members 
Mstep: Class 25 contains 14069 members 
Mstep: Class 26 contains 4637 members 
Mstep: Class 27 contains 58726 members 
Entering Unmasked Estep 
Score: -80906688.000000 Penalty: 53877.671875
Splitting cluster 1 changes total score from -80901520.000000 to -80906688.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 2 (20450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Entering Unmasked Estep 
Score: -2572288.000000 Penalty: 1476.949951
	Iteration 0F: 2 clusters Score -2572288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -2558885.500000 Penalty: 2953.899902
	Iteration 0F: 3 clusters Score -2558886 nChanged 9092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -2563636.750000 Penalty: 2953.899902
	Iteration 1F: 3 clusters Score -2563637 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -2563986.500000 Penalty: 2953.899902
	Iteration 2F: 3 clusters Score -2563986 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -2564258.000000 Penalty: 2953.899902
	Iteration 3Q: 3 clusters Score -2564258 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -2564487.250000 Penalty: 2953.899902
	Iteration 4Q: 3 clusters Score -2564487 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -2564687.250000 Penalty: 2953.899902
	Iteration 5Q: 3 clusters Score -2564687 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -2564962.750000 Penalty: 2953.899902
	Iteration 6Q: 3 clusters Score -2564963 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -2565279.750000 Penalty: 2953.899902
	Iteration 7Q: 3 clusters Score -2565280 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -2565733.750000 Penalty: 2953.899902
	Iteration 8Q: 3 clusters Score -2565734 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -2566363.000000 Penalty: 2953.899902
	Iteration 9F: 3 clusters Score -2566363 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -2567214.500000 Penalty: 2953.899902
	Iteration 10F: 3 clusters Score -2567214 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -2568247.000000 Penalty: 2953.899902
	Iteration 11F: 3 clusters Score -2568247 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -2569313.750000 Penalty: 2953.899902
	Iteration 12F: 3 clusters Score -2569314 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2570093.500000 Penalty: 2953.899902
	Iteration 13Q: 3 clusters Score -2570094 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2570565.500000 Penalty: 2953.899902
	Iteration 14Q: 3 clusters Score -2570566 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2570797.500000 Penalty: 2953.899902
	Iteration 15Q: 3 clusters Score -2570798 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2570928.750000 Penalty: 2953.899902
	Iteration 16Q: 3 clusters Score -2570929 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2570988.250000 Penalty: 2953.899902
	Iteration 17Q: 3 clusters Score -2570988 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2571036.000000 Penalty: 2953.899902
	Iteration 18Q: 3 clusters Score -2571036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20191 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -2571063.250000 Penalty: 2953.899902
	Iteration 19Q: 3 clusters Score -2571063 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -2571085.500000 Penalty: 2953.899902
	Iteration 20F: 3 clusters Score -2571086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -2571105.250000 Penalty: 2953.899902
	Iteration 21Q: 3 clusters Score -2571105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -2571109.250000 Penalty: 2953.899902
	Iteration 22Q: 3 clusters Score -2571109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -2571116.500000 Penalty: 2953.899902
	Iteration 23Q: 3 clusters Score -2571116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -2571120.000000 Penalty: 2953.899902
	Iteration 24Q: 3 clusters Score -2571120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -2571125.750000 Penalty: 2953.899902
	Iteration 25Q: 3 clusters Score -2571126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -2571125.000000 Penalty: 2953.899902
	Iteration 26Q: 3 clusters Score -2571125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -2571125.000000 Penalty: 2953.899902
	Iteration 27F: 3 clusters Score -2571125 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (109594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109594 members 
Entering Unmasked Estep 
Score: -13945848.000000 Penalty: 1726.755249
	Iteration 0F: 2 clusters Score -1.394585e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54725 members 
Mstep: Class 2 contains 54869 members 
Entering Unmasked Estep 
Score: -13903788.000000 Penalty: 3453.510498
	Iteration 0F: 3 clusters Score -1.390379e+07 nChanged 51819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52800 members 
Mstep: Class 2 contains 56794 members 
Entering Unmasked Estep 
Score: -13932885.000000 Penalty: 3453.510498
	Iteration 1F: 3 clusters Score -1.393288e+07 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51687 members 
Mstep: Class 2 contains 57907 members 
Entering Unmasked Estep 
Score: -13933496.000000 Penalty: 3453.510498
	Iteration 2Q: 3 clusters Score -1.39335e+07 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50245 members 
Mstep: Class 2 contains 59349 members 
Entering Unmasked Estep 
Score: -13934278.000000 Penalty: 3453.510498
	Iteration 3Q: 3 clusters Score -1.393428e+07 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48395 members 
Mstep: Class 2 contains 61199 members 
Entering Unmasked Estep 
Score: -13935393.000000 Penalty: 3453.510498
	Iteration 4Q: 3 clusters Score -1.393539e+07 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46229 members 
Mstep: Class 2 contains 63365 members 
Entering Unmasked Estep 
Score: -13936919.000000 Penalty: 3453.510498
	Iteration 5Q: 3 clusters Score -1.393692e+07 nChanged 4964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43769 members 
Mstep: Class 2 contains 65825 members 
Entering Unmasked Estep 
Score: -13938818.000000 Penalty: 3453.510498
	Iteration 6Q: 3 clusters Score -1.393882e+07 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41353 members 
Mstep: Class 2 contains 68241 members 
Entering Unmasked Estep 
Score: -13941200.000000 Penalty: 3453.510498
	Iteration 7Q: 3 clusters Score -1.39412e+07 nChanged 5712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39313 members 
Mstep: Class 2 contains 70281 members 
Entering Unmasked Estep 
Score: -13944486.000000 Penalty: 3453.510498
	Iteration 8F: 3 clusters Score -1.394449e+07 nChanged 6259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38428 members 
Mstep: Class 2 contains 71166 members 
Entering Unmasked Estep 
Score: -13948281.000000 Penalty: 3453.510498
	Iteration 9F: 3 clusters Score -1.394828e+07 nChanged 6337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38905 members 
Mstep: Class 2 contains 70689 members 
Entering Unmasked Estep 
Score: -13951602.000000 Penalty: 3453.510498
	Iteration 10F: 3 clusters Score -1.39516e+07 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40634 members 
Mstep: Class 2 contains 68960 members 
Entering Unmasked Estep 
Score: -13953582.000000 Penalty: 3453.510498
	Iteration 11Q: 3 clusters Score -1.395358e+07 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43025 members 
Mstep: Class 2 contains 66569 members 
Entering Unmasked Estep 
Score: -13954046.000000 Penalty: 3453.510498
	Iteration 12Q: 3 clusters Score -1.395405e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45845 members 
Mstep: Class 2 contains 63749 members 
Entering Unmasked Estep 
Score: -13954067.000000 Penalty: 3453.510498
	Iteration 13Q: 3 clusters Score -1.395407e+07 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49296 members 
Mstep: Class 2 contains 60298 members 
Entering Unmasked Estep 
Score: -13954207.000000 Penalty: 3453.510498
	Iteration 14Q: 3 clusters Score -1.395421e+07 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53178 members 
Mstep: Class 2 contains 56416 members 
Entering Unmasked Estep 
Score: -13954280.000000 Penalty: 3453.510498
	Iteration 15Q: 3 clusters Score -1.395428e+07 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57422 members 
Mstep: Class 2 contains 52172 members 
Entering Unmasked Estep 
Score: -13954395.000000 Penalty: 3453.510498
	Iteration 16Q: 3 clusters Score -1.39544e+07 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61859 members 
Mstep: Class 2 contains 47735 members 
Entering Unmasked Estep 
Score: -13954581.000000 Penalty: 3453.510498
	Iteration 17Q: 3 clusters Score -1.395458e+07 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66043 members 
Mstep: Class 2 contains 43551 members 
Entering Unmasked Estep 
Score: -13954825.000000 Penalty: 3453.510498
	Iteration 18Q: 3 clusters Score -1.395482e+07 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69862 members 
Mstep: Class 2 contains 39732 members 
Entering Unmasked Estep 
Score: -13954997.000000 Penalty: 3453.510498
	Iteration 19Q: 3 clusters Score -1.3955e+07 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73414 members 
Mstep: Class 2 contains 36180 members 
Entering Unmasked Estep 
Score: -13955256.000000 Penalty: 3453.510498
	Iteration 20F: 3 clusters Score -1.395526e+07 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75869 members 
Mstep: Class 2 contains 33725 members 
Entering Unmasked Estep 
Score: -13954906.000000 Penalty: 3453.510498
	Iteration 21Q: 3 clusters Score -1.395491e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77254 members 
Mstep: Class 2 contains 32340 members 
Entering Unmasked Estep 
Score: -13954499.000000 Penalty: 3453.510498
	Iteration 22Q: 3 clusters Score -1.39545e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78008 members 
Mstep: Class 2 contains 31586 members 
Entering Unmasked Estep 
Score: -13954249.000000 Penalty: 3453.510498
	Iteration 23Q: 3 clusters Score -1.395425e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78374 members 
Mstep: Class 2 contains 31220 members 
Entering Unmasked Estep 
Score: -13953971.000000 Penalty: 3453.510498
	Iteration 24Q: 3 clusters Score -1.395397e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78423 members 
Mstep: Class 2 contains 31171 members 
Entering Unmasked Estep 
Score: -13953868.000000 Penalty: 3453.510498
	Iteration 25Q: 3 clusters Score -1.395387e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78228 members 
Mstep: Class 2 contains 31366 members 
Entering Unmasked Estep 
Score: -13953727.000000 Penalty: 3453.510498
	Iteration 26Q: 3 clusters Score -1.395373e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77817 members 
Mstep: Class 2 contains 31777 members 
Entering Unmasked Estep 
Score: -13953789.000000 Penalty: 3453.510498
	Iteration 27Q: 3 clusters Score -1.395379e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77317 members 
Mstep: Class 2 contains 32277 members 
Entering Unmasked Estep 
Score: -13953741.000000 Penalty: 3453.510498
	Iteration 28Q: 3 clusters Score -1.395374e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76705 members 
Mstep: Class 2 contains 32889 members 
Entering Unmasked Estep 
Score: -13953821.000000 Penalty: 3453.510498
	Iteration 29Q: 3 clusters Score -1.395382e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76036 members 
Mstep: Class 2 contains 33558 members 
Entering Unmasked Estep 
Score: -13953881.000000 Penalty: 3453.510498
	Iteration 30Q: 3 clusters Score -1.395388e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75283 members 
Mstep: Class 2 contains 34311 members 
Entering Unmasked Estep 
Score: -13953909.000000 Penalty: 3453.510498
	Iteration 31Q: 3 clusters Score -1.395391e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74467 members 
Mstep: Class 2 contains 35127 members 
Entering Unmasked Estep 
Score: -13953931.000000 Penalty: 3453.510498
	Iteration 32Q: 3 clusters Score -1.395393e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73648 members 
Mstep: Class 2 contains 35946 members 
Entering Unmasked Estep 
Score: -13953950.000000 Penalty: 3453.510498
	Iteration 33Q: 3 clusters Score -1.395395e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72790 members 
Mstep: Class 2 contains 36804 members 
Entering Unmasked Estep 
Score: -13954020.000000 Penalty: 3453.510498
	Iteration 34Q: 3 clusters Score -1.395402e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71870 members 
Mstep: Class 2 contains 37724 members 
Entering Unmasked Estep 
Score: -13953963.000000 Penalty: 3453.510498
	Iteration 35Q: 3 clusters Score -1.395396e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70979 members 
Mstep: Class 2 contains 38615 members 
Entering Unmasked Estep 
Score: -13953845.000000 Penalty: 3453.510498
	Iteration 36Q: 3 clusters Score -1.395384e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70077 members 
Mstep: Class 2 contains 39517 members 
Entering Unmasked Estep 
Score: -13953775.000000 Penalty: 3453.510498
	Iteration 37Q: 3 clusters Score -1.395378e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69056 members 
Mstep: Class 2 contains 40538 members 
Entering Unmasked Estep 
Score: -13953599.000000 Penalty: 3453.510498
	Iteration 38Q: 3 clusters Score -1.39536e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67894 members 
Mstep: Class 2 contains 41700 members 
Entering Unmasked Estep 
Score: -13953406.000000 Penalty: 3453.510498
	Iteration 39Q: 3 clusters Score -1.395341e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66562 members 
Mstep: Class 2 contains 43032 members 
Entering Unmasked Estep 
Score: -13953587.000000 Penalty: 3453.510498
	Iteration 40F: 3 clusters Score -1.395359e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64726 members 
Mstep: Class 2 contains 44868 members 
Entering Unmasked Estep 
Score: -13953557.000000 Penalty: 3453.510498
	Iteration 41Q: 3 clusters Score -1.395356e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62482 members 
Mstep: Class 2 contains 47112 members 
Entering Unmasked Estep 
Score: -13953491.000000 Penalty: 3453.510498
	Iteration 42Q: 3 clusters Score -1.395349e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59943 members 
Mstep: Class 2 contains 49651 members 
Entering Unmasked Estep 
Score: -13953591.000000 Penalty: 3453.510498
	Iteration 43Q: 3 clusters Score -1.395359e+07 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57148 members 
Mstep: Class 2 contains 52446 members 
Entering Unmasked Estep 
Score: -13953656.000000 Penalty: 3453.510498
	Iteration 44Q: 3 clusters Score -1.395366e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54067 members 
Mstep: Class 2 contains 55527 members 
Entering Unmasked Estep 
Score: -13953982.000000 Penalty: 3453.510498
	Iteration 45Q: 3 clusters Score -1.395398e+07 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50831 members 
Mstep: Class 2 contains 58763 members 
Entering Unmasked Estep 
Score: -13954338.000000 Penalty: 3453.510498
	Iteration 46Q: 3 clusters Score -1.395434e+07 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47546 members 
Mstep: Class 2 contains 62048 members 
Entering Unmasked Estep 
Score: -13954722.000000 Penalty: 3453.510498
	Iteration 47Q: 3 clusters Score -1.395472e+07 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44345 members 
Mstep: Class 2 contains 65249 members 
Entering Unmasked Estep 
Score: -13955311.000000 Penalty: 3453.510498
	Iteration 48Q: 3 clusters Score -1.395531e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41357 members 
Mstep: Class 2 contains 68237 members 
Entering Unmasked Estep 
Score: -13955698.000000 Penalty: 3453.510498
	Iteration 49Q: 3 clusters Score -1.39557e+07 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38568 members 
Mstep: Class 2 contains 71026 members 
Entering Unmasked Estep 
Score: -13956031.000000 Penalty: 3453.510498
	Iteration 50Q: 3 clusters Score -1.395603e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35993 members 
Mstep: Class 2 contains 73601 members 
Entering Unmasked Estep 
Score: -13956061.000000 Penalty: 3453.510498
	Iteration 51Q: 3 clusters Score -1.395606e+07 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32971 members 
Mstep: Class 2 contains 76623 members 
Entering Unmasked Estep 
Score: -13955775.000000 Penalty: 3453.510498
	Iteration 52Q: 3 clusters Score -1.395578e+07 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29581 members 
Mstep: Class 2 contains 80013 members 
Entering Unmasked Estep 
Score: -13954714.000000 Penalty: 3453.510498
	Iteration 53Q: 3 clusters Score -1.395471e+07 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26197 members 
Mstep: Class 2 contains 83397 members 
Entering Unmasked Estep 
Score: -13953054.000000 Penalty: 3453.510498
	Iteration 54Q: 3 clusters Score -1.395305e+07 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 86438 members 
Entering Unmasked Estep 
Score: -13951252.000000 Penalty: 3453.510498
	Iteration 55Q: 3 clusters Score -1.395125e+07 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 88835 members 
Entering Unmasked Estep 
Score: -13949636.000000 Penalty: 3453.510498
	Iteration 56Q: 3 clusters Score -1.394964e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 90704 members 
Entering Unmasked Estep 
Score: -13948348.000000 Penalty: 3453.510498
	Iteration 57Q: 3 clusters Score -1.394835e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 92069 members 
Entering Unmasked Estep 
Score: -13947420.000000 Penalty: 3453.510498
	Iteration 58Q: 3 clusters Score -1.394742e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 93195 members 
Entering Unmasked Estep 
Score: -13946658.000000 Penalty: 3453.510498
	Iteration 59Q: 3 clusters Score -1.394666e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 94122 members 
Entering Unmasked Estep 
Score: -13949839.000000 Penalty: 3453.510498
	Iteration 60F: 3 clusters Score -1.394984e+07 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 98449 members 
Entering Unmasked Estep 
Score: -13948480.000000 Penalty: 3453.510498
	Iteration 61Q: 3 clusters Score -1.394848e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 100883 members 
Entering Unmasked Estep 
Score: -13947545.000000 Penalty: 3453.510498
	Iteration 62Q: 3 clusters Score -1.394754e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 102415 members 
Entering Unmasked Estep 
Score: -13947053.000000 Penalty: 3453.510498
	Iteration 63Q: 3 clusters Score -1.394705e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 103454 members 
Entering Unmasked Estep 
Score: -13946604.000000 Penalty: 3453.510498
	Iteration 64Q: 3 clusters Score -1.39466e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 104199 members 
Entering Unmasked Estep 
Score: -13946361.000000 Penalty: 3453.510498
	Iteration 65Q: 3 clusters Score -1.394636e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 104746 members 
Entering Unmasked Estep 
Score: -13946171.000000 Penalty: 3453.510498
	Iteration 66Q: 3 clusters Score -1.394617e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 105205 members 
Entering Unmasked Estep 
Score: -13945984.000000 Penalty: 3453.510498
	Iteration 67Q: 3 clusters Score -1.394598e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 105616 members 
Entering Unmasked Estep 
Score: -13945851.000000 Penalty: 3453.510498
	Iteration 68Q: 3 clusters Score -1.394585e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 105935 members 
Entering Unmasked Estep 
Score: -13945778.000000 Penalty: 3453.510498
	Iteration 69Q: 3 clusters Score -1.394578e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 106211 members 
Entering Unmasked Estep 
Score: -13945706.000000 Penalty: 3453.510498
	Iteration 70Q: 3 clusters Score -1.394571e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 106430 members 
Entering Unmasked Estep 
Score: -13945625.000000 Penalty: 3453.510498
	Iteration 71Q: 3 clusters Score -1.394562e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 106607 members 
Entering Unmasked Estep 
Score: -13945592.000000 Penalty: 3453.510498
	Iteration 72Q: 3 clusters Score -1.394559e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 106759 members 
Entering Unmasked Estep 
Score: -13945568.000000 Penalty: 3453.510498
	Iteration 73Q: 3 clusters Score -1.394557e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 106895 members 
Entering Unmasked Estep 
Score: -13945520.000000 Penalty: 3453.510498
	Iteration 74Q: 3 clusters Score -1.394552e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 107028 members 
Entering Unmasked Estep 
Score: -13945499.000000 Penalty: 3453.510498
	Iteration 75Q: 3 clusters Score -1.39455e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 107151 members 
Entering Unmasked Estep 
Score: -13945488.000000 Penalty: 3453.510498
	Iteration 76Q: 3 clusters Score -1.394549e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 107242 members 
Entering Unmasked Estep 
Score: -13945451.000000 Penalty: 3453.510498
	Iteration 77Q: 3 clusters Score -1.394545e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 107348 members 
Entering Unmasked Estep 
Score: -13945454.000000 Penalty: 3453.510498
	Iteration 78Q: 3 clusters Score -1.394545e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 107438 members 
Entering Unmasked Estep 
Score: -13945470.000000 Penalty: 3453.510498
	Iteration 79Q: 3 clusters Score -1.394547e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 107514 members 
Entering Unmasked Estep 
Score: -13945418.000000 Penalty: 3453.510498
	Iteration 80F: 3 clusters Score -1.394542e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 107575 members 
Entering Unmasked Estep 
Score: -13945452.000000 Penalty: 3453.510498
	Iteration 81Q: 3 clusters Score -1.394545e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 107637 members 
Entering Unmasked Estep 
Score: -13945418.000000 Penalty: 3453.510498
	Iteration 82Q: 3 clusters Score -1.394542e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 107699 members 
Entering Unmasked Estep 
Score: -13945401.000000 Penalty: 3453.510498
	Iteration 83Q: 3 clusters Score -1.39454e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 107755 members 
Entering Unmasked Estep 
Score: -13945407.000000 Penalty: 3453.510498
	Iteration 84Q: 3 clusters Score -1.394541e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 107814 members 
Entering Unmasked Estep 
Score: -13945418.000000 Penalty: 3453.510498
	Iteration 85Q: 3 clusters Score -1.394542e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 107871 members 
Entering Unmasked Estep 
Score: -13945415.000000 Penalty: 3453.510498
	Iteration 86Q: 3 clusters Score -1.394542e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 107911 members 
Entering Unmasked Estep 
Score: -13945426.000000 Penalty: 3453.510498
	Iteration 87Q: 3 clusters Score -1.394543e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 107959 members 
Entering Unmasked Estep 
Score: -13945394.000000 Penalty: 3453.510498
	Iteration 88Q: 3 clusters Score -1.394539e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 107984 members 
Entering Unmasked Estep 
Score: -13945380.000000 Penalty: 3453.510498
	Iteration 89Q: 3 clusters Score -1.394538e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 108009 members 
Entering Unmasked Estep 
Score: -13945374.000000 Penalty: 3453.510498
	Iteration 90Q: 3 clusters Score -1.394537e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 108023 members 
Entering Unmasked Estep 
Score: -13945388.000000 Penalty: 3453.510498
	Iteration 91Q: 3 clusters Score -1.394539e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 108041 members 
Entering Unmasked Estep 
Score: -13945378.000000 Penalty: 3453.510498
	Iteration 92Q: 3 clusters Score -1.394538e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 108053 members 
Entering Unmasked Estep 
Score: -13945375.000000 Penalty: 3453.510498
	Iteration 93Q: 3 clusters Score -1.394538e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 108064 members 
Entering Unmasked Estep 
Score: -13945383.000000 Penalty: 3453.510498
	Iteration 94Q: 3 clusters Score -1.394538e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 108078 members 
Entering Unmasked Estep 
Score: -13945389.000000 Penalty: 3453.510498
	Iteration 95Q: 3 clusters Score -1.394539e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 108089 members 
Entering Unmasked Estep 
Score: -13945371.000000 Penalty: 3453.510498
	Iteration 96Q: 3 clusters Score -1.394537e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 108101 members 
Entering Unmasked Estep 
Score: -13945373.000000 Penalty: 3453.510498
	Iteration 97Q: 3 clusters Score -1.394537e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 108107 members 
Entering Unmasked Estep 
Score: -13945358.000000 Penalty: 3453.510498
	Iteration 98Q: 3 clusters Score -1.394536e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 108110 members 
Entering Unmasked Estep 
Score: -13945367.000000 Penalty: 3453.510498
	Iteration 99Q: 3 clusters Score -1.394537e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 108112 members 
Entering Unmasked Estep 
Score: -13945372.000000 Penalty: 3453.510498
	Iteration 100F: 3 clusters Score -1.394537e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 108113 members 
Entering Unmasked Estep 
Score: -13945375.000000 Penalty: 3453.510498
	Iteration 101Q: 3 clusters Score -1.394538e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 108111 members 
Entering Unmasked Estep 
Score: -13945370.000000 Penalty: 3453.510498
	Iteration 102Q: 3 clusters Score -1.394537e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 108118 members 
Entering Unmasked Estep 
Score: -13945360.000000 Penalty: 3453.510498
	Iteration 103Q: 3 clusters Score -1.394536e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 108121 members 
Entering Unmasked Estep 
Score: -13945375.000000 Penalty: 3453.510498
	Iteration 104Q: 3 clusters Score -1.394538e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 108126 members 
Entering Unmasked Estep 
Score: -13945371.000000 Penalty: 3453.510498
	Iteration 105Q: 3 clusters Score -1.394537e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 108128 members 
Entering Unmasked Estep 
Score: -13945372.000000 Penalty: 3453.510498
	Iteration 106Q: 3 clusters Score -1.394537e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 108132 members 
Entering Unmasked Estep 
Score: -13945378.000000 Penalty: 3453.510498
	Iteration 107Q: 3 clusters Score -1.394538e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 108139 members 
Entering Unmasked Estep 
Score: -13945371.000000 Penalty: 3453.510498
	Iteration 108Q: 3 clusters Score -1.394537e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 108142 members 
Entering Unmasked Estep 
Score: -13945363.000000 Penalty: 3453.510498
	Iteration 109Q: 3 clusters Score -1.394536e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 108139 members 
Entering Unmasked Estep 
Score: -13945372.000000 Penalty: 3453.510498
	Iteration 110Q: 3 clusters Score -1.394537e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 108138 members 
Entering Unmasked Estep 
Score: -13945374.000000 Penalty: 3453.510498
	Iteration 111Q: 3 clusters Score -1.394537e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 108138 members 
Entering Unmasked Estep 
Score: -13945374.000000 Penalty: 3453.510498
	Iteration 112F: 3 clusters Score -1.394537e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (27605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27605 members 
Entering Unmasked Estep 
Score: -3333253.500000 Penalty: 1521.591919
	Iteration 0F: 2 clusters Score -3333254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -3315202.750000 Penalty: 3043.183838
	Iteration 0F: 3 clusters Score -3315203 nChanged 12382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -3322060.500000 Penalty: 3043.183838
	Iteration 1F: 3 clusters Score -3322060 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -3322540.750000 Penalty: 3043.183838
	Iteration 2Q: 3 clusters Score -3322541 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -3323016.500000 Penalty: 3043.183838
	Iteration 3Q: 3 clusters Score -3323016 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -3323502.000000 Penalty: 3043.183838
	Iteration 4Q: 3 clusters Score -3323502 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -3324072.750000 Penalty: 3043.183838
	Iteration 5Q: 3 clusters Score -3324073 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -3324866.250000 Penalty: 3043.183838
	Iteration 6Q: 3 clusters Score -3324866 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -3325942.750000 Penalty: 3043.183838
	Iteration 7F: 3 clusters Score -3325943 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -3327313.000000 Penalty: 3043.183838
	Iteration 8F: 3 clusters Score -3327313 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -3328722.000000 Penalty: 3043.183838
	Iteration 9F: 3 clusters Score -3328722 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -3330072.750000 Penalty: 3043.183838
	Iteration 10F: 3 clusters Score -3330073 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -3331132.750000 Penalty: 3043.183838
	Iteration 11Q: 3 clusters Score -3331133 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -3331924.000000 Penalty: 3043.183838
	Iteration 12Q: 3 clusters Score -3331924 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -3332501.250000 Penalty: 3043.183838
	Iteration 13Q: 3 clusters Score -3332501 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -3332914.500000 Penalty: 3043.183838
	Iteration 14Q: 3 clusters Score -3332914 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -3333146.250000 Penalty: 3043.183838
	Iteration 15Q: 3 clusters Score -3333146 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -3333354.500000 Penalty: 3043.183838
	Iteration 16Q: 3 clusters Score -3333354 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -3333496.500000 Penalty: 3043.183838
	Iteration 17Q: 3 clusters Score -3333496 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -3333582.750000 Penalty: 3043.183838
	Iteration 18Q: 3 clusters Score -3333583 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -3333634.500000 Penalty: 3043.183838
	Iteration 19Q: 3 clusters Score -3333634 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -3333679.000000 Penalty: 3043.183838
	Iteration 20F: 3 clusters Score -3333679 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20295 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -3333687.500000 Penalty: 3043.183838
	Iteration 21Q: 3 clusters Score -3333688 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -3333689.750000 Penalty: 3043.183838
	Iteration 22Q: 3 clusters Score -3333690 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -3333705.500000 Penalty: 3043.183838
	Iteration 23Q: 3 clusters Score -3333706 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -3333706.750000 Penalty: 3043.183838
	Iteration 24Q: 3 clusters Score -3333707 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -3333722.250000 Penalty: 3043.183838
	Iteration 25Q: 3 clusters Score -3333722 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -3333735.000000 Penalty: 3043.183838
	Iteration 26Q: 3 clusters Score -3333735 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -3333747.750000 Penalty: 3043.183838
	Iteration 27Q: 3 clusters Score -3333748 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -3333765.500000 Penalty: 3043.183838
	Iteration 28Q: 3 clusters Score -3333766 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -3333768.750000 Penalty: 3043.183838
	Iteration 29Q: 3 clusters Score -3333769 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -3333769.250000 Penalty: 3043.183838
	Iteration 30Q: 3 clusters Score -3333769 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -3333767.250000 Penalty: 3043.183838
	Iteration 31Q: 3 clusters Score -3333767 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -3333778.500000 Penalty: 3043.183838
	Iteration 32Q: 3 clusters Score -3333778 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20476 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -3333783.750000 Penalty: 3043.183838
	Iteration 33Q: 3 clusters Score -3333784 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -3333796.000000 Penalty: 3043.183838
	Iteration 34Q: 3 clusters Score -3333796 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -3333802.250000 Penalty: 3043.183838
	Iteration 35Q: 3 clusters Score -3333802 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -3333819.000000 Penalty: 3043.183838
	Iteration 36Q: 3 clusters Score -3333819 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -3333818.250000 Penalty: 3043.183838
	Iteration 37Q: 3 clusters Score -3333818 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -3333826.750000 Penalty: 3043.183838
	Iteration 38Q: 3 clusters Score -3333827 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -3333828.750000 Penalty: 3043.183838
	Iteration 39Q: 3 clusters Score -3333829 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -3333831.000000 Penalty: 3043.183838
	Iteration 40F: 3 clusters Score -3333831 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -3333843.750000 Penalty: 3043.183838
	Iteration 41Q: 3 clusters Score -3333844 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -3333843.500000 Penalty: 3043.183838
	Iteration 42Q: 3 clusters Score -3333844 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20684 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -3333863.250000 Penalty: 3043.183838
	Iteration 43Q: 3 clusters Score -3333863 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -3333864.500000 Penalty: 3043.183838
	Iteration 44Q: 3 clusters Score -3333864 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -3333860.250000 Penalty: 3043.183838
	Iteration 45Q: 3 clusters Score -3333860 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -3333865.750000 Penalty: 3043.183838
	Iteration 46Q: 3 clusters Score -3333866 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -3333872.500000 Penalty: 3043.183838
	Iteration 47Q: 3 clusters Score -3333872 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -3333869.500000 Penalty: 3043.183838
	Iteration 48Q: 3 clusters Score -3333870 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -3333877.000000 Penalty: 3043.183838
	Iteration 49Q: 3 clusters Score -3333877 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -3333873.250000 Penalty: 3043.183838
	Iteration 50Q: 3 clusters Score -3333873 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20784 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -3333876.250000 Penalty: 3043.183838
	Iteration 51Q: 3 clusters Score -3333876 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20801 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -3333880.500000 Penalty: 3043.183838
	Iteration 52Q: 3 clusters Score -3333880 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -3333886.750000 Penalty: 3043.183838
	Iteration 53Q: 3 clusters Score -3333887 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -3333893.500000 Penalty: 3043.183838
	Iteration 54Q: 3 clusters Score -3333894 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -3333904.250000 Penalty: 3043.183838
	Iteration 55Q: 3 clusters Score -3333904 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -3333901.750000 Penalty: 3043.183838
	Iteration 56Q: 3 clusters Score -3333902 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20878 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -3333901.000000 Penalty: 3043.183838
	Iteration 57Q: 3 clusters Score -3333901 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -3333905.500000 Penalty: 3043.183838
	Iteration 58Q: 3 clusters Score -3333906 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20907 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -3333914.250000 Penalty: 3043.183838
	Iteration 59Q: 3 clusters Score -3333914 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20919 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -3333918.750000 Penalty: 3043.183838
	Iteration 60F: 3 clusters Score -3333919 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -3333919.500000 Penalty: 3043.183838
	Iteration 61Q: 3 clusters Score -3333920 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -3333915.750000 Penalty: 3043.183838
	Iteration 62Q: 3 clusters Score -3333916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20950 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -3333914.000000 Penalty: 3043.183838
	Iteration 63Q: 3 clusters Score -3333914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -3333909.250000 Penalty: 3043.183838
	Iteration 64Q: 3 clusters Score -3333909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20958 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -3333910.500000 Penalty: 3043.183838
	Iteration 65Q: 3 clusters Score -3333910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -3333911.000000 Penalty: 3043.183838
	Iteration 66Q: 3 clusters Score -3333911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -3333907.500000 Penalty: 3043.183838
	Iteration 67Q: 3 clusters Score -3333908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -3333907.500000 Penalty: 3043.183838
	Iteration 68Q: 3 clusters Score -3333908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20972 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -3333908.500000 Penalty: 3043.183838
	Iteration 69Q: 3 clusters Score -3333908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -3333906.750000 Penalty: 3043.183838
	Iteration 70Q: 3 clusters Score -3333907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -3333905.250000 Penalty: 3043.183838
	Iteration 71Q: 3 clusters Score -3333905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -3333903.750000 Penalty: 3043.183838
	Iteration 72Q: 3 clusters Score -3333904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -3333901.500000 Penalty: 3043.183838
	Iteration 73Q: 3 clusters Score -3333902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -3333906.000000 Penalty: 3043.183838
	Iteration 74Q: 3 clusters Score -3333906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -3333905.000000 Penalty: 3043.183838
	Iteration 75Q: 3 clusters Score -3333905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -3333905.500000 Penalty: 3043.183838
	Iteration 76Q: 3 clusters Score -3333906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -3333905.250000 Penalty: 3043.183838
	Iteration 77Q: 3 clusters Score -3333905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -3333907.000000 Penalty: 3043.183838
	Iteration 78Q: 3 clusters Score -3333907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20985 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -3333905.000000 Penalty: 3043.183838
	Iteration 79Q: 3 clusters Score -3333905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20985 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -3333905.000000 Penalty: 3043.183838
	Iteration 80F: 3 clusters Score -3333905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 20450 members 
Mstep: Class 3 contains 109594 members 
Mstep: Class 4 contains 20985 members 
Mstep: Class 5 contains 50589 members 
Mstep: Class 6 contains 6208 members 
Mstep: Class 7 contains 84683 members 
Mstep: Class 8 contains 22396 members 
Mstep: Class 9 contains 1113 members 
Mstep: Class 10 contains 6256 members 
Mstep: Class 11 contains 45076 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 26567 members 
Mstep: Class 14 contains 65353 members 
Mstep: Class 15 contains 12303 members 
Mstep: Class 16 contains 11671 members 
Mstep: Class 17 contains 3604 members 
Mstep: Class 18 contains 28475 members 
Mstep: Class 19 contains 9195 members 
Mstep: Class 20 contains 1957 members 
Mstep: Class 21 contains 6017 members 
Mstep: Class 22 contains 13042 members 
Mstep: Class 23 contains 19389 members 
Mstep: Class 24 contains 4699 members 
Mstep: Class 25 contains 14069 members 
Mstep: Class 26 contains 4637 members 
Mstep: Class 27 contains 58726 members 
Mstep: Class 28 contains 6620 members 
Entering Unmasked Estep 
Score: -80906760.000000 Penalty: 55873.144531
Splitting cluster 4 changes total score from -80901520.000000 to -80906760.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 5 (50589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50589 members 
Entering Unmasked Estep 
Score: -6363615.500000 Penalty: 1611.725708
	Iteration 0F: 2 clusters Score -6363616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25118 members 
Mstep: Class 2 contains 25471 members 
Entering Unmasked Estep 
Score: -6331379.500000 Penalty: 3223.451416
	Iteration 0F: 3 clusters Score -6331380 nChanged 23524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23538 members 
Mstep: Class 2 contains 27051 members 
Entering Unmasked Estep 
Score: -6344552.000000 Penalty: 3223.451416
	Iteration 1F: 3 clusters Score -6344552 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22602 members 
Mstep: Class 2 contains 27987 members 
Entering Unmasked Estep 
Score: -6345312.500000 Penalty: 3223.451416
	Iteration 2Q: 3 clusters Score -6345312 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 29277 members 
Entering Unmasked Estep 
Score: -6346257.500000 Penalty: 3223.451416
	Iteration 3Q: 3 clusters Score -6346258 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 31010 members 
Entering Unmasked Estep 
Score: -6347354.500000 Penalty: 3223.451416
	Iteration 4Q: 3 clusters Score -6347354 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 33322 members 
Entering Unmasked Estep 
Score: -6348893.500000 Penalty: 3223.451416
	Iteration 5F: 3 clusters Score -6348894 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 36265 members 
Entering Unmasked Estep 
Score: -6350926.000000 Penalty: 3223.451416
	Iteration 6F: 3 clusters Score -6350926 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 39732 members 
Entering Unmasked Estep 
Score: -6353566.500000 Penalty: 3223.451416
	Iteration 7F: 3 clusters Score -6353566 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 43318 members 
Entering Unmasked Estep 
Score: -6356474.500000 Penalty: 3223.451416
	Iteration 8F: 3 clusters Score -6356474 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 46306 members 
Entering Unmasked Estep 
Score: -6358977.500000 Penalty: 3223.451416
	Iteration 9F: 3 clusters Score -6358978 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 48314 members 
Entering Unmasked Estep 
Score: -6360654.000000 Penalty: 3223.451416
	Iteration 10Q: 3 clusters Score -6360654 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 49306 members 
Entering Unmasked Estep 
Score: -6361455.500000 Penalty: 3223.451416
	Iteration 11Q: 3 clusters Score -6361456 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 49742 members 
Entering Unmasked Estep 
Score: -6361844.000000 Penalty: 3223.451416
	Iteration 12Q: 3 clusters Score -6361844 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 49945 members 
Entering Unmasked Estep 
Score: -6362063.000000 Penalty: 3223.451416
	Iteration 13Q: 3 clusters Score -6362063 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 50050 members 
Entering Unmasked Estep 
Score: -6362197.000000 Penalty: 3223.451416
	Iteration 14Q: 3 clusters Score -6362197 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 50097 members 
Entering Unmasked Estep 
Score: -6362268.500000 Penalty: 3223.451416
	Iteration 15Q: 3 clusters Score -6362268 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 50116 members 
Entering Unmasked Estep 
Score: -6362314.000000 Penalty: 3223.451416
	Iteration 16Q: 3 clusters Score -6362314 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 50122 members 
Entering Unmasked Estep 
Score: -6362339.000000 Penalty: 3223.451416
	Iteration 17Q: 3 clusters Score -6362339 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 50131 members 
Entering Unmasked Estep 
Score: -6362354.000000 Penalty: 3223.451416
	Iteration 18Q: 3 clusters Score -6362354 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 50134 members 
Entering Unmasked Estep 
Score: -6362367.000000 Penalty: 3223.451416
	Iteration 19Q: 3 clusters Score -6362367 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 50139 members 
Entering Unmasked Estep 
Score: -6362373.500000 Penalty: 3223.451416
	Iteration 20F: 3 clusters Score -6362374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 50144 members 
Entering Unmasked Estep 
Score: -6362391.000000 Penalty: 3223.451416
	Iteration 21Q: 3 clusters Score -6362391 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 50145 members 
Entering Unmasked Estep 
Score: -6362394.500000 Penalty: 3223.451416
	Iteration 22Q: 3 clusters Score -6362394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 50146 members 
Entering Unmasked Estep 
Score: -6362407.000000 Penalty: 3223.451416
	Iteration 23Q: 3 clusters Score -6362407 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 50154 members 
Entering Unmasked Estep 
Score: -6362421.500000 Penalty: 3223.451416
	Iteration 24Q: 3 clusters Score -6362422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 50154 members 
Entering Unmasked Estep 
Score: -6362440.000000 Penalty: 3223.451416
	Iteration 25Q: 3 clusters Score -6362440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 50156 members 
Entering Unmasked Estep 
Score: -6362448.000000 Penalty: 3223.451416
	Iteration 26Q: 3 clusters Score -6362448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 50158 members 
Entering Unmasked Estep 
Score: -6362459.000000 Penalty: 3223.451416
	Iteration 27Q: 3 clusters Score -6362459 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 50161 members 
Entering Unmasked Estep 
Score: -6362475.000000 Penalty: 3223.451416
	Iteration 28Q: 3 clusters Score -6362475 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 50162 members 
Entering Unmasked Estep 
Score: -6362491.500000 Penalty: 3223.451416
	Iteration 29Q: 3 clusters Score -6362492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 50165 members 
Entering Unmasked Estep 
Score: -6362514.500000 Penalty: 3223.451416
	Iteration 30Q: 3 clusters Score -6362514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 50174 members 
Entering Unmasked Estep 
Score: -6362530.500000 Penalty: 3223.451416
	Iteration 31Q: 3 clusters Score -6362530 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 50174 members 
Entering Unmasked Estep 
Score: -6362540.500000 Penalty: 3223.451416
	Iteration 32Q: 3 clusters Score -6362540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 50174 members 
Entering Unmasked Estep 
Score: -6362546.000000 Penalty: 3223.451416
	Iteration 33Q: 3 clusters Score -6362546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 50170 members 
Entering Unmasked Estep 
Score: -6362549.500000 Penalty: 3223.451416
	Iteration 34Q: 3 clusters Score -6362550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 50173 members 
Entering Unmasked Estep 
Score: -6362563.500000 Penalty: 3223.451416
	Iteration 35Q: 3 clusters Score -6362564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 50173 members 
Entering Unmasked Estep 
Score: -6362568.000000 Penalty: 3223.451416
	Iteration 36Q: 3 clusters Score -6362568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 50170 members 
Entering Unmasked Estep 
Score: -6362572.500000 Penalty: 3223.451416
	Iteration 37Q: 3 clusters Score -6362572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 50170 members 
Entering Unmasked Estep 
Score: -6362568.500000 Penalty: 3223.451416
	Iteration 38Q: 3 clusters Score -6362568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 50171 members 
Entering Unmasked Estep 
Score: -6362565.000000 Penalty: 3223.451416
	Iteration 39Q: 3 clusters Score -6362565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 50171 members 
Entering Unmasked Estep 
Score: -6362565.000000 Penalty: 3223.451416
	Iteration 40F: 3 clusters Score -6362565 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Entering Unmasked Estep 
Score: -721407.187500 Penalty: 1299.558838
	Iteration 0F: 2 clusters Score -721407.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -716995.125000 Penalty: 2599.117676
	Iteration 0F: 3 clusters Score -716995.1 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -718332.750000 Penalty: 2599.117676
	Iteration 1F: 3 clusters Score -718332.8 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -718565.250000 Penalty: 2599.117676
	Iteration 2F: 3 clusters Score -718565.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -718721.687500 Penalty: 2599.117676
	Iteration 3Q: 3 clusters Score -718721.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -718857.750000 Penalty: 2599.117676
	Iteration 4Q: 3 clusters Score -718857.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -718970.562500 Penalty: 2599.117676
	Iteration 5Q: 3 clusters Score -718970.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -719070.562500 Penalty: 2599.117676
	Iteration 6Q: 3 clusters Score -719070.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -719164.000000 Penalty: 2599.117676
	Iteration 7Q: 3 clusters Score -719164 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -719252.937500 Penalty: 2599.117676
	Iteration 8Q: 3 clusters Score -719252.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -719324.125000 Penalty: 2599.117676
	Iteration 9Q: 3 clusters Score -719324.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -719400.812500 Penalty: 2599.117676
	Iteration 10Q: 3 clusters Score -719400.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -719476.875000 Penalty: 2599.117676
	Iteration 11Q: 3 clusters Score -719476.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -719541.750000 Penalty: 2599.117676
	Iteration 12Q: 3 clusters Score -719541.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -719600.687500 Penalty: 2599.117676
	Iteration 13Q: 3 clusters Score -719600.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -719675.687500 Penalty: 2599.117676
	Iteration 14Q: 3 clusters Score -719675.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -719746.750000 Penalty: 2599.117676
	Iteration 15Q: 3 clusters Score -719746.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -719808.375000 Penalty: 2599.117676
	Iteration 16Q: 3 clusters Score -719808.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -719871.687500 Penalty: 2599.117676
	Iteration 17Q: 3 clusters Score -719871.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -719944.750000 Penalty: 2599.117676
	Iteration 18Q: 3 clusters Score -719944.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -720026.750000 Penalty: 2599.117676
	Iteration 19Q: 3 clusters Score -720026.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -720119.750000 Penalty: 2599.117676
	Iteration 20F: 3 clusters Score -720119.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -720235.000000 Penalty: 2599.117676
	Iteration 21Q: 3 clusters Score -720235 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -720354.375000 Penalty: 2599.117676
	Iteration 22Q: 3 clusters Score -720354.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -720471.125000 Penalty: 2599.117676
	Iteration 23Q: 3 clusters Score -720471.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -720561.250000 Penalty: 2599.117676
	Iteration 24Q: 3 clusters Score -720561.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -720635.125000 Penalty: 2599.117676
	Iteration 25Q: 3 clusters Score -720635.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -720686.625000 Penalty: 2599.117676
	Iteration 26Q: 3 clusters Score -720686.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -720720.937500 Penalty: 2599.117676
	Iteration 27Q: 3 clusters Score -720720.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -720743.000000 Penalty: 2599.117676
	Iteration 28Q: 3 clusters Score -720743 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -720762.687500 Penalty: 2599.117676
	Iteration 29Q: 3 clusters Score -720762.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -720778.687500 Penalty: 2599.117676
	Iteration 30Q: 3 clusters Score -720778.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -720793.312500 Penalty: 2599.117676
	Iteration 31Q: 3 clusters Score -720793.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -720807.625000 Penalty: 2599.117676
	Iteration 32Q: 3 clusters Score -720807.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -720819.687500 Penalty: 2599.117676
	Iteration 33Q: 3 clusters Score -720819.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -720825.437500 Penalty: 2599.117676
	Iteration 34Q: 3 clusters Score -720825.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -720827.562500 Penalty: 2599.117676
	Iteration 35Q: 3 clusters Score -720827.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -720831.250000 Penalty: 2599.117676
	Iteration 36Q: 3 clusters Score -720831.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -720834.250000 Penalty: 2599.117676
	Iteration 37Q: 3 clusters Score -720834.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -720839.375000 Penalty: 2599.117676
	Iteration 38Q: 3 clusters Score -720839.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -720845.687500 Penalty: 2599.117676
	Iteration 39Q: 3 clusters Score -720845.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -720850.000000 Penalty: 2599.117676
	Iteration 40F: 3 clusters Score -720850 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -720855.187500 Penalty: 2599.117676
	Iteration 41Q: 3 clusters Score -720855.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -720862.062500 Penalty: 2599.117676
	Iteration 42Q: 3 clusters Score -720862.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -720865.875000 Penalty: 2599.117676
	Iteration 43Q: 3 clusters Score -720865.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -720870.750000 Penalty: 2599.117676
	Iteration 44Q: 3 clusters Score -720870.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -720874.625000 Penalty: 2599.117676
	Iteration 45Q: 3 clusters Score -720874.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -720877.312500 Penalty: 2599.117676
	Iteration 46Q: 3 clusters Score -720877.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -720878.562500 Penalty: 2599.117676
	Iteration 47Q: 3 clusters Score -720878.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -720882.937500 Penalty: 2599.117676
	Iteration 48Q: 3 clusters Score -720882.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -720888.437500 Penalty: 2599.117676
	Iteration 49Q: 3 clusters Score -720888.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -720889.500000 Penalty: 2599.117676
	Iteration 50Q: 3 clusters Score -720889.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -720895.312500 Penalty: 2599.117676
	Iteration 51Q: 3 clusters Score -720895.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -720900.500000 Penalty: 2599.117676
	Iteration 52Q: 3 clusters Score -720900.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -720904.687500 Penalty: 2599.117676
	Iteration 53Q: 3 clusters Score -720904.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -720905.375000 Penalty: 2599.117676
	Iteration 54Q: 3 clusters Score -720905.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -720906.750000 Penalty: 2599.117676
	Iteration 55Q: 3 clusters Score -720906.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -720909.437500 Penalty: 2599.117676
	Iteration 56Q: 3 clusters Score -720909.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -720911.937500 Penalty: 2599.117676
	Iteration 57Q: 3 clusters Score -720911.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -720912.750000 Penalty: 2599.117676
	Iteration 58Q: 3 clusters Score -720912.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -720915.875000 Penalty: 2599.117676
	Iteration 59Q: 3 clusters Score -720915.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -720921.125000 Penalty: 2599.117676
	Iteration 60F: 3 clusters Score -720921.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -720922.437500 Penalty: 2599.117676
	Iteration 61Q: 3 clusters Score -720922.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -720923.250000 Penalty: 2599.117676
	Iteration 62Q: 3 clusters Score -720923.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -720923.875000 Penalty: 2599.117676
	Iteration 63Q: 3 clusters Score -720923.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -720925.562500 Penalty: 2599.117676
	Iteration 64Q: 3 clusters Score -720925.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -720926.500000 Penalty: 2599.117676
	Iteration 65Q: 3 clusters Score -720926.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -720926.062500 Penalty: 2599.117676
	Iteration 66Q: 3 clusters Score -720926.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -720926.062500 Penalty: 2599.117676
	Iteration 67F: 3 clusters Score -720926.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (22396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22396 members 
Entering Unmasked Estep 
Score: -2843375.000000 Penalty: 1490.475708
	Iteration 0F: 2 clusters Score -2843375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -2828658.500000 Penalty: 2980.951416
	Iteration 0F: 3 clusters Score -2828658 nChanged 9999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -2834227.500000 Penalty: 2980.951416
	Iteration 1F: 3 clusters Score -2834228 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -2834748.500000 Penalty: 2980.951416
	Iteration 2F: 3 clusters Score -2834748 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -2835232.750000 Penalty: 2980.951416
	Iteration 3F: 3 clusters Score -2835233 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -2835733.000000 Penalty: 2980.951416
	Iteration 4Q: 3 clusters Score -2835733 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -2836289.000000 Penalty: 2980.951416
	Iteration 5Q: 3 clusters Score -2836289 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -2836874.500000 Penalty: 2980.951416
	Iteration 6F: 3 clusters Score -2836874 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -2837495.250000 Penalty: 2980.951416
	Iteration 7F: 3 clusters Score -2837495 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -2838104.500000 Penalty: 2980.951416
	Iteration 8Q: 3 clusters Score -2838104 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -2838736.500000 Penalty: 2980.951416
	Iteration 9Q: 3 clusters Score -2838736 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -2839449.500000 Penalty: 2980.951416
	Iteration 10Q: 3 clusters Score -2839450 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -2840147.250000 Penalty: 2980.951416
	Iteration 11Q: 3 clusters Score -2840147 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -2840747.250000 Penalty: 2980.951416
	Iteration 12Q: 3 clusters Score -2840747 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -2841200.500000 Penalty: 2980.951416
	Iteration 13Q: 3 clusters Score -2841200 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -2841475.000000 Penalty: 2980.951416
	Iteration 14Q: 3 clusters Score -2841475 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -2841675.750000 Penalty: 2980.951416
	Iteration 15Q: 3 clusters Score -2841676 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20246 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -2841822.500000 Penalty: 2980.951416
	Iteration 16Q: 3 clusters Score -2841822 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -2841916.750000 Penalty: 2980.951416
	Iteration 17Q: 3 clusters Score -2841917 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -2841971.500000 Penalty: 2980.951416
	Iteration 18Q: 3 clusters Score -2841972 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -2842017.000000 Penalty: 2980.951416
	Iteration 19Q: 3 clusters Score -2842017 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20703 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2842049.250000 Penalty: 2980.951416
	Iteration 20F: 3 clusters Score -2842049 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2842078.500000 Penalty: 2980.951416
	Iteration 21Q: 3 clusters Score -2842078 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2842097.500000 Penalty: 2980.951416
	Iteration 22Q: 3 clusters Score -2842098 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2842117.250000 Penalty: 2980.951416
	Iteration 23Q: 3 clusters Score -2842117 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2842134.250000 Penalty: 2980.951416
	Iteration 24Q: 3 clusters Score -2842134 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2842148.750000 Penalty: 2980.951416
	Iteration 25Q: 3 clusters Score -2842149 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2842157.250000 Penalty: 2980.951416
	Iteration 26Q: 3 clusters Score -2842157 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2842178.500000 Penalty: 2980.951416
	Iteration 27Q: 3 clusters Score -2842178 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2842191.250000 Penalty: 2980.951416
	Iteration 28Q: 3 clusters Score -2842191 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -2842200.500000 Penalty: 2980.951416
	Iteration 29Q: 3 clusters Score -2842200 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21125 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -2842206.500000 Penalty: 2980.951416
	Iteration 30Q: 3 clusters Score -2842206 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -2842218.250000 Penalty: 2980.951416
	Iteration 31Q: 3 clusters Score -2842218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2842210.250000 Penalty: 2980.951416
	Iteration 32Q: 3 clusters Score -2842210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2842215.750000 Penalty: 2980.951416
	Iteration 33Q: 3 clusters Score -2842216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2842212.750000 Penalty: 2980.951416
	Iteration 34Q: 3 clusters Score -2842213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -2842213.000000 Penalty: 2980.951416
	Iteration 35Q: 3 clusters Score -2842213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2842213.000000 Penalty: 2980.951416
	Iteration 36Q: 3 clusters Score -2842213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21185 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -2842216.000000 Penalty: 2980.951416
	Iteration 37Q: 3 clusters Score -2842216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2842215.500000 Penalty: 2980.951416
	Iteration 38Q: 3 clusters Score -2842216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2842215.500000 Penalty: 2980.951416
	Iteration 39F: 3 clusters Score -2842216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Entering Unmasked Estep 
Score: -72582.710938 Penalty: 1043.804443
	Iteration 0F: 2 clusters Score -72582.71 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 527 members 
Entering Unmasked Estep 
Score: -71663.828125 Penalty: 2087.608887
	Iteration 0F: 3 clusters Score -71663.83 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -73510.187500 Penalty: 2087.608887
	Iteration 1F: 3 clusters Score -73510.19 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -74628.929688 Penalty: 2087.608887
	Iteration 2F: 3 clusters Score -74628.93 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -74983.054688 Penalty: 2087.608887
	Iteration 3F: 3 clusters Score -74983.05 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -75190.656250 Penalty: 2087.608887
	Iteration 4Q: 3 clusters Score -75190.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -75285.554688 Penalty: 2087.608887
	Iteration 5Q: 3 clusters Score -75285.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -75345.164062 Penalty: 2087.608887
	Iteration 6Q: 3 clusters Score -75345.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -75398.710938 Penalty: 2087.608887
	Iteration 7Q: 3 clusters Score -75398.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -75493.382812 Penalty: 2087.608887
	Iteration 8Q: 3 clusters Score -75493.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -75572.132812 Penalty: 2087.608887
	Iteration 9Q: 3 clusters Score -75572.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -75606.960938 Penalty: 2087.608887
	Iteration 10Q: 3 clusters Score -75606.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -75655.070312 Penalty: 2087.608887
	Iteration 11Q: 3 clusters Score -75655.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -75663.117188 Penalty: 2087.608887
	Iteration 12Q: 3 clusters Score -75663.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -75667.726562 Penalty: 2087.608887
	Iteration 13Q: 3 clusters Score -75667.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -75685.437500 Penalty: 2087.608887
	Iteration 14Q: 3 clusters Score -75685.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -75693.671875 Penalty: 2087.608887
	Iteration 15Q: 3 clusters Score -75693.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -75698.156250 Penalty: 2087.608887
	Iteration 16Q: 3 clusters Score -75698.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -75702.257812 Penalty: 2087.608887
	Iteration 17Q: 3 clusters Score -75702.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -75702.679688 Penalty: 2087.608887
	Iteration 18F: 3 clusters Score -75702.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -75710.796875 Penalty: 2087.608887
	Iteration 19Q: 3 clusters Score -75710.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -75717.296875 Penalty: 2087.608887
	Iteration 20F: 3 clusters Score -75717.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 20450 members 
Mstep: Class 3 contains 109594 members 
Mstep: Class 4 contains 20985 members 
Mstep: Class 5 contains 50589 members 
Mstep: Class 6 contains 6208 members 
Mstep: Class 7 contains 84683 members 
Mstep: Class 8 contains 22396 members 
Mstep: Class 9 contains 476 members 
Mstep: Class 10 contains 6256 members 
Mstep: Class 11 contains 45076 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 26567 members 
Mstep: Class 14 contains 65353 members 
Mstep: Class 15 contains 12303 members 
Mstep: Class 16 contains 11671 members 
Mstep: Class 17 contains 3604 members 
Mstep: Class 18 contains 28475 members 
Mstep: Class 19 contains 9195 members 
Mstep: Class 20 contains 1957 members 
Mstep: Class 21 contains 6017 members 
Mstep: Class 22 contains 13042 members 
Mstep: Class 23 contains 19389 members 
Mstep: Class 24 contains 4699 members 
Mstep: Class 25 contains 14069 members 
Mstep: Class 26 contains 4637 members 
Mstep: Class 27 contains 58726 members 
Mstep: Class 28 contains 6620 members 
Mstep: Class 29 contains 637 members 
Entering Unmasked Estep 
Score: -80909280.000000 Penalty: 57868.613281
Splitting cluster 9 changes total score from -80901520.000000 to -80909280.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 10 (6256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Entering Unmasked Estep 
Score: -751171.000000 Penalty: 1300.704956
	Iteration 0F: 2 clusters Score -751171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -746709.500000 Penalty: 2601.409912
	Iteration 0F: 3 clusters Score -746709.5 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -748140.250000 Penalty: 2601.409912
	Iteration 1F: 3 clusters Score -748140.2 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -748398.187500 Penalty: 2601.409912
	Iteration 2F: 3 clusters Score -748398.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -748563.625000 Penalty: 2601.409912
	Iteration 3F: 3 clusters Score -748563.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -748675.812500 Penalty: 2601.409912
	Iteration 4Q: 3 clusters Score -748675.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -748775.437500 Penalty: 2601.409912
	Iteration 5Q: 3 clusters Score -748775.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -748864.625000 Penalty: 2601.409912
	Iteration 6Q: 3 clusters Score -748864.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -748949.437500 Penalty: 2601.409912
	Iteration 7Q: 3 clusters Score -748949.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -749014.750000 Penalty: 2601.409912
	Iteration 8Q: 3 clusters Score -749014.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -749076.625000 Penalty: 2601.409912
	Iteration 9Q: 3 clusters Score -749076.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -749138.437500 Penalty: 2601.409912
	Iteration 10Q: 3 clusters Score -749138.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -749216.250000 Penalty: 2601.409912
	Iteration 11Q: 3 clusters Score -749216.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -749304.562500 Penalty: 2601.409912
	Iteration 12Q: 3 clusters Score -749304.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -749379.875000 Penalty: 2601.409912
	Iteration 13Q: 3 clusters Score -749379.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -749442.375000 Penalty: 2601.409912
	Iteration 14Q: 3 clusters Score -749442.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -749506.312500 Penalty: 2601.409912
	Iteration 15Q: 3 clusters Score -749506.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -749579.812500 Penalty: 2601.409912
	Iteration 16Q: 3 clusters Score -749579.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -749660.312500 Penalty: 2601.409912
	Iteration 17Q: 3 clusters Score -749660.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -749750.812500 Penalty: 2601.409912
	Iteration 18Q: 3 clusters Score -749750.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -749834.625000 Penalty: 2601.409912
	Iteration 19Q: 3 clusters Score -749834.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -749914.187500 Penalty: 2601.409912
	Iteration 20F: 3 clusters Score -749914.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -749975.625000 Penalty: 2601.409912
	Iteration 21Q: 3 clusters Score -749975.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -750037.875000 Penalty: 2601.409912
	Iteration 22Q: 3 clusters Score -750037.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -750096.500000 Penalty: 2601.409912
	Iteration 23Q: 3 clusters Score -750096.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -750141.937500 Penalty: 2601.409912
	Iteration 24Q: 3 clusters Score -750141.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -750175.625000 Penalty: 2601.409912
	Iteration 25Q: 3 clusters Score -750175.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -750196.125000 Penalty: 2601.409912
	Iteration 26Q: 3 clusters Score -750196.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -750211.812500 Penalty: 2601.409912
	Iteration 27Q: 3 clusters Score -750211.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -750224.687500 Penalty: 2601.409912
	Iteration 28Q: 3 clusters Score -750224.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -750239.125000 Penalty: 2601.409912
	Iteration 29Q: 3 clusters Score -750239.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -750250.312500 Penalty: 2601.409912
	Iteration 30Q: 3 clusters Score -750250.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -750260.625000 Penalty: 2601.409912
	Iteration 31Q: 3 clusters Score -750260.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -750267.312500 Penalty: 2601.409912
	Iteration 32Q: 3 clusters Score -750267.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -750274.187500 Penalty: 2601.409912
	Iteration 33Q: 3 clusters Score -750274.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -750280.062500 Penalty: 2601.409912
	Iteration 34Q: 3 clusters Score -750280.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -750290.500000 Penalty: 2601.409912
	Iteration 35Q: 3 clusters Score -750290.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -750298.875000 Penalty: 2601.409912
	Iteration 36Q: 3 clusters Score -750298.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -750308.062500 Penalty: 2601.409912
	Iteration 37Q: 3 clusters Score -750308.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -750313.812500 Penalty: 2601.409912
	Iteration 38Q: 3 clusters Score -750313.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -750323.125000 Penalty: 2601.409912
	Iteration 39Q: 3 clusters Score -750323.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -750328.250000 Penalty: 2601.409912
	Iteration 40F: 3 clusters Score -750328.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -750337.562500 Penalty: 2601.409912
	Iteration 41Q: 3 clusters Score -750337.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -750343.250000 Penalty: 2601.409912
	Iteration 42Q: 3 clusters Score -750343.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -750348.000000 Penalty: 2601.409912
	Iteration 43Q: 3 clusters Score -750348 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -750352.562500 Penalty: 2601.409912
	Iteration 44Q: 3 clusters Score -750352.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -750356.187500 Penalty: 2601.409912
	Iteration 45Q: 3 clusters Score -750356.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -750362.500000 Penalty: 2601.409912
	Iteration 46Q: 3 clusters Score -750362.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -750365.437500 Penalty: 2601.409912
	Iteration 47Q: 3 clusters Score -750365.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -750369.750000 Penalty: 2601.409912
	Iteration 48Q: 3 clusters Score -750369.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -750376.500000 Penalty: 2601.409912
	Iteration 49Q: 3 clusters Score -750376.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -750381.500000 Penalty: 2601.409912
	Iteration 50Q: 3 clusters Score -750381.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -750387.250000 Penalty: 2601.409912
	Iteration 51Q: 3 clusters Score -750387.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -750388.687500 Penalty: 2601.409912
	Iteration 52Q: 3 clusters Score -750388.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -750395.000000 Penalty: 2601.409912
	Iteration 53Q: 3 clusters Score -750395 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -750402.062500 Penalty: 2601.409912
	Iteration 54Q: 3 clusters Score -750402.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -750408.875000 Penalty: 2601.409912
	Iteration 55Q: 3 clusters Score -750408.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -750413.750000 Penalty: 2601.409912
	Iteration 56Q: 3 clusters Score -750413.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -750417.625000 Penalty: 2601.409912
	Iteration 57Q: 3 clusters Score -750417.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -750421.937500 Penalty: 2601.409912
	Iteration 58Q: 3 clusters Score -750421.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -750422.937500 Penalty: 2601.409912
	Iteration 59Q: 3 clusters Score -750422.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -750426.125000 Penalty: 2601.409912
	Iteration 60F: 3 clusters Score -750426.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -750427.562500 Penalty: 2601.409912
	Iteration 61Q: 3 clusters Score -750427.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -750430.000000 Penalty: 2601.409912
	Iteration 62Q: 3 clusters Score -750430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -750431.062500 Penalty: 2601.409912
	Iteration 63Q: 3 clusters Score -750431.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -750431.125000 Penalty: 2601.409912
	Iteration 64Q: 3 clusters Score -750431.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -750431.437500 Penalty: 2601.409912
	Iteration 65Q: 3 clusters Score -750431.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -750432.187500 Penalty: 2601.409912
	Iteration 66Q: 3 clusters Score -750432.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -750431.125000 Penalty: 2601.409912
	Iteration 67Q: 3 clusters Score -750431.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -750434.312500 Penalty: 2601.409912
	Iteration 68Q: 3 clusters Score -750434.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -750436.812500 Penalty: 2601.409912
	Iteration 69Q: 3 clusters Score -750436.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -750437.750000 Penalty: 2601.409912
	Iteration 70Q: 3 clusters Score -750437.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -750440.750000 Penalty: 2601.409912
	Iteration 71Q: 3 clusters Score -750440.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -750446.500000 Penalty: 2601.409912
	Iteration 72Q: 3 clusters Score -750446.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -750446.562500 Penalty: 2601.409912
	Iteration 73Q: 3 clusters Score -750446.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -750452.312500 Penalty: 2601.409912
	Iteration 74Q: 3 clusters Score -750452.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -750455.187500 Penalty: 2601.409912
	Iteration 75Q: 3 clusters Score -750455.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -750455.812500 Penalty: 2601.409912
	Iteration 76Q: 3 clusters Score -750455.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -750458.125000 Penalty: 2601.409912
	Iteration 77Q: 3 clusters Score -750458.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -750458.375000 Penalty: 2601.409912
	Iteration 78Q: 3 clusters Score -750458.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -750458.625000 Penalty: 2601.409912
	Iteration 79Q: 3 clusters Score -750458.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -750458.625000 Penalty: 2601.409912
	Iteration 80F: 3 clusters Score -750458.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (45076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45076 members 
Entering Unmasked Estep 
Score: -5559303.000000 Penalty: 1594.556519
	Iteration 0F: 2 clusters Score -5559303 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 22598 members 
Entering Unmasked Estep 
Score: -5530084.000000 Penalty: 3189.113037
	Iteration 0F: 3 clusters Score -5530084 nChanged 20692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 23388 members 
Entering Unmasked Estep 
Score: -5541543.000000 Penalty: 3189.113037
	Iteration 1F: 3 clusters Score -5541543 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Mstep: Class 2 contains 23879 members 
Entering Unmasked Estep 
Score: -5542101.000000 Penalty: 3189.113037
	Iteration 2Q: 3 clusters Score -5542101 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 24602 members 
Entering Unmasked Estep 
Score: -5542699.000000 Penalty: 3189.113037
	Iteration 3Q: 3 clusters Score -5542699 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 25663 members 
Entering Unmasked Estep 
Score: -5543361.000000 Penalty: 3189.113037
	Iteration 4Q: 3 clusters Score -5543361 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 27157 members 
Entering Unmasked Estep 
Score: -5544192.500000 Penalty: 3189.113037
	Iteration 5Q: 3 clusters Score -5544192 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 29149 members 
Entering Unmasked Estep 
Score: -5545396.500000 Penalty: 3189.113037
	Iteration 6F: 3 clusters Score -5545396 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 31698 members 
Entering Unmasked Estep 
Score: -5547151.000000 Penalty: 3189.113037
	Iteration 7F: 3 clusters Score -5547151 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 34646 members 
Entering Unmasked Estep 
Score: -5549433.500000 Penalty: 3189.113037
	Iteration 8F: 3 clusters Score -5549434 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 37647 members 
Entering Unmasked Estep 
Score: -5552094.000000 Penalty: 3189.113037
	Iteration 9F: 3 clusters Score -5552094 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 40177 members 
Entering Unmasked Estep 
Score: -5554304.500000 Penalty: 3189.113037
	Iteration 10F: 3 clusters Score -5554304 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 42062 members 
Entering Unmasked Estep 
Score: -5555923.000000 Penalty: 3189.113037
	Iteration 11Q: 3 clusters Score -5555923 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 43184 members 
Entering Unmasked Estep 
Score: -5556870.500000 Penalty: 3189.113037
	Iteration 12Q: 3 clusters Score -5556870 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 43792 members 
Entering Unmasked Estep 
Score: -5557374.500000 Penalty: 3189.113037
	Iteration 13Q: 3 clusters Score -5557374 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 44123 members 
Entering Unmasked Estep 
Score: -5557648.000000 Penalty: 3189.113037
	Iteration 14Q: 3 clusters Score -5557648 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 44315 members 
Entering Unmasked Estep 
Score: -5557858.000000 Penalty: 3189.113037
	Iteration 15Q: 3 clusters Score -5557858 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 44412 members 
Entering Unmasked Estep 
Score: -5558004.000000 Penalty: 3189.113037
	Iteration 16Q: 3 clusters Score -5558004 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 44470 members 
Entering Unmasked Estep 
Score: -5558109.000000 Penalty: 3189.113037
	Iteration 17Q: 3 clusters Score -5558109 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 44494 members 
Entering Unmasked Estep 
Score: -5558162.000000 Penalty: 3189.113037
	Iteration 18Q: 3 clusters Score -5558162 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 44519 members 
Entering Unmasked Estep 
Score: -5558223.000000 Penalty: 3189.113037
	Iteration 19Q: 3 clusters Score -5558223 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 44537 members 
Entering Unmasked Estep 
Score: -5558255.500000 Penalty: 3189.113037
	Iteration 20F: 3 clusters Score -5558256 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 44550 members 
Entering Unmasked Estep 
Score: -5558303.500000 Penalty: 3189.113037
	Iteration 21Q: 3 clusters Score -5558304 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 44553 members 
Entering Unmasked Estep 
Score: -5558317.000000 Penalty: 3189.113037
	Iteration 22Q: 3 clusters Score -5558317 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 44549 members 
Entering Unmasked Estep 
Score: -5558352.000000 Penalty: 3189.113037
	Iteration 23Q: 3 clusters Score -5558352 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 44552 members 
Entering Unmasked Estep 
Score: -5558372.500000 Penalty: 3189.113037
	Iteration 24Q: 3 clusters Score -5558372 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 44553 members 
Entering Unmasked Estep 
Score: -5558383.000000 Penalty: 3189.113037
	Iteration 25Q: 3 clusters Score -5558383 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 44553 members 
Entering Unmasked Estep 
Score: -5558392.000000 Penalty: 3189.113037
	Iteration 26Q: 3 clusters Score -5558392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 44553 members 
Entering Unmasked Estep 
Score: -5558400.000000 Penalty: 3189.113037
	Iteration 27Q: 3 clusters Score -5558400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 44556 members 
Entering Unmasked Estep 
Score: -5558411.000000 Penalty: 3189.113037
	Iteration 28Q: 3 clusters Score -5558411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 44557 members 
Entering Unmasked Estep 
Score: -5558410.000000 Penalty: 3189.113037
	Iteration 29Q: 3 clusters Score -5558410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 44556 members 
Entering Unmasked Estep 
Score: -5558406.000000 Penalty: 3189.113037
	Iteration 30Q: 3 clusters Score -5558406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 44554 members 
Entering Unmasked Estep 
Score: -5558410.000000 Penalty: 3189.113037
	Iteration 31Q: 3 clusters Score -5558410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 44554 members 
Entering Unmasked Estep 
Score: -5558410.000000 Penalty: 3189.113037
	Iteration 32F: 3 clusters Score -5558410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Entering Unmasked Estep 
Score: -210541.562500 Penalty: 1128.840820
	Iteration 0F: 2 clusters Score -210541.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -208695.359375 Penalty: 2257.681641
	Iteration 0F: 3 clusters Score -208695.4 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -209220.750000 Penalty: 2257.681641
	Iteration 1F: 3 clusters Score -209220.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -209401.359375 Penalty: 2257.681641
	Iteration 2F: 3 clusters Score -209401.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -209521.078125 Penalty: 2257.681641
	Iteration 3Q: 3 clusters Score -209521.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -209639.562500 Penalty: 2257.681641
	Iteration 4Q: 3 clusters Score -209639.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -209739.062500 Penalty: 2257.681641
	Iteration 5Q: 3 clusters Score -209739.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -209855.312500 Penalty: 2257.681641
	Iteration 6Q: 3 clusters Score -209855.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -209948.562500 Penalty: 2257.681641
	Iteration 7Q: 3 clusters Score -209948.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -210012.109375 Penalty: 2257.681641
	Iteration 8Q: 3 clusters Score -210012.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -210064.812500 Penalty: 2257.681641
	Iteration 9Q: 3 clusters Score -210064.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -210126.562500 Penalty: 2257.681641
	Iteration 10Q: 3 clusters Score -210126.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -210190.375000 Penalty: 2257.681641
	Iteration 11Q: 3 clusters Score -210190.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -210245.515625 Penalty: 2257.681641
	Iteration 12Q: 3 clusters Score -210245.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -210291.281250 Penalty: 2257.681641
	Iteration 13Q: 3 clusters Score -210291.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -210327.625000 Penalty: 2257.681641
	Iteration 14Q: 3 clusters Score -210327.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -210356.078125 Penalty: 2257.681641
	Iteration 15Q: 3 clusters Score -210356.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -210370.765625 Penalty: 2257.681641
	Iteration 16Q: 3 clusters Score -210370.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -210383.406250 Penalty: 2257.681641
	Iteration 17Q: 3 clusters Score -210383.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -210389.078125 Penalty: 2257.681641
	Iteration 18Q: 3 clusters Score -210389.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -210400.515625 Penalty: 2257.681641
	Iteration 19Q: 3 clusters Score -210400.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -210408.015625 Penalty: 2257.681641
	Iteration 20F: 3 clusters Score -210408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -210412.750000 Penalty: 2257.681641
	Iteration 21Q: 3 clusters Score -210412.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -210419.421875 Penalty: 2257.681641
	Iteration 22Q: 3 clusters Score -210419.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -210424.328125 Penalty: 2257.681641
	Iteration 23Q: 3 clusters Score -210424.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -210426.109375 Penalty: 2257.681641
	Iteration 24Q: 3 clusters Score -210426.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -210427.890625 Penalty: 2257.681641
	Iteration 25Q: 3 clusters Score -210427.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -210434.093750 Penalty: 2257.681641
	Iteration 26Q: 3 clusters Score -210434.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -210437.906250 Penalty: 2257.681641
	Iteration 27Q: 3 clusters Score -210437.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -210439.171875 Penalty: 2257.681641
	Iteration 28Q: 3 clusters Score -210439.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -210439.171875 Penalty: 2257.681641
	Iteration 29F: 3 clusters Score -210439.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (26567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26567 members 
Entering Unmasked Estep 
Score: -3334137.250000 Penalty: 1515.888794
	Iteration 0F: 2 clusters Score -3334137 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -3316919.250000 Penalty: 3031.777588
	Iteration 0F: 3 clusters Score -3316919 nChanged 11798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -3323459.250000 Penalty: 3031.777588
	Iteration 1F: 3 clusters Score -3323459 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -3324267.500000 Penalty: 3031.777588
	Iteration 2F: 3 clusters Score -3324268 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -3325886.250000 Penalty: 3031.777588
	Iteration 3F: 3 clusters Score -3325886 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -3329434.250000 Penalty: 3031.777588
	Iteration 4F: 3 clusters Score -3329434 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -3333532.500000 Penalty: 3031.777588
	Iteration 5F: 3 clusters Score -3333532 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -3337977.750000 Penalty: 3031.777588
	Iteration 6F: 3 clusters Score -3337978 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -3340670.000000 Penalty: 3031.777588
	Iteration 7F: 3 clusters Score -3340670 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -3341669.500000 Penalty: 3031.777588
	Iteration 8Q: 3 clusters Score -3341670 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -3342312.750000 Penalty: 3031.777588
	Iteration 9Q: 3 clusters Score -3342313 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 19223 members 
Entering Unmasked Estep 
Score: -3342822.250000 Penalty: 3031.777588
	Iteration 10Q: 3 clusters Score -3342822 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -3343275.750000 Penalty: 3031.777588
	Iteration 11Q: 3 clusters Score -3343276 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 20202 members 
Entering Unmasked Estep 
Score: -3343694.750000 Penalty: 3031.777588
	Iteration 12Q: 3 clusters Score -3343695 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 20640 members 
Entering Unmasked Estep 
Score: -3344159.250000 Penalty: 3031.777588
	Iteration 13Q: 3 clusters Score -3344159 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 21021 members 
Entering Unmasked Estep 
Score: -3344675.500000 Penalty: 3031.777588
	Iteration 14Q: 3 clusters Score -3344676 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 21315 members 
Entering Unmasked Estep 
Score: -3345060.500000 Penalty: 3031.777588
	Iteration 15Q: 3 clusters Score -3345060 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -3345251.500000 Penalty: 3031.777588
	Iteration 16Q: 3 clusters Score -3345252 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
Score: -3345310.750000 Penalty: 3031.777588
	Iteration 17Q: 3 clusters Score -3345311 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -3345317.750000 Penalty: 3031.777588
	Iteration 18Q: 3 clusters Score -3345318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -3345326.500000 Penalty: 3031.777588
	Iteration 19Q: 3 clusters Score -3345326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 21648 members 
Entering Unmasked Estep 
Score: -3345323.000000 Penalty: 3031.777588
	Iteration 20F: 3 clusters Score -3345323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 21653 members 
Entering Unmasked Estep 
Score: -3345327.250000 Penalty: 3031.777588
	Iteration 21Q: 3 clusters Score -3345327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -3345324.000000 Penalty: 3031.777588
	Iteration 22Q: 3 clusters Score -3345324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 21658 members 
Entering Unmasked Estep 
Score: -3345325.500000 Penalty: 3031.777588
	Iteration 23Q: 3 clusters Score -3345326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
Score: -3345326.500000 Penalty: 3031.777588
	Iteration 24Q: 3 clusters Score -3345326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -3345323.000000 Penalty: 3031.777588
	Iteration 25Q: 3 clusters Score -3345323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 21663 members 
Entering Unmasked Estep 
Score: -3345325.000000 Penalty: 3031.777588
	Iteration 26Q: 3 clusters Score -3345325 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 21663 members 
Entering Unmasked Estep 
Score: -3345325.000000 Penalty: 3031.777588
	Iteration 27F: 3 clusters Score -3345325 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 20450 members 
Mstep: Class 3 contains 109594 members 
Mstep: Class 4 contains 20985 members 
Mstep: Class 5 contains 50589 members 
Mstep: Class 6 contains 6208 members 
Mstep: Class 7 contains 84683 members 
Mstep: Class 8 contains 22396 members 
Mstep: Class 9 contains 476 members 
Mstep: Class 10 contains 6256 members 
Mstep: Class 11 contains 45076 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 4904 members 
Mstep: Class 14 contains 65353 members 
Mstep: Class 15 contains 12303 members 
Mstep: Class 16 contains 11671 members 
Mstep: Class 17 contains 3604 members 
Mstep: Class 18 contains 28475 members 
Mstep: Class 19 contains 9195 members 
Mstep: Class 20 contains 1957 members 
Mstep: Class 21 contains 6017 members 
Mstep: Class 22 contains 13042 members 
Mstep: Class 23 contains 19389 members 
Mstep: Class 24 contains 4699 members 
Mstep: Class 25 contains 14069 members 
Mstep: Class 26 contains 4637 members 
Mstep: Class 27 contains 58726 members 
Mstep: Class 28 contains 6620 members 
Mstep: Class 29 contains 637 members 
Mstep: Class 30 contains 21663 members 
Entering Unmasked Estep 
Score: -80920136.000000 Penalty: 59864.078125
Splitting cluster 13 changes total score from -80901520.000000 to -80920136.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 14 (65353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65353 members 
Entering Unmasked Estep 
Score: -8149212.500000 Penalty: 1649.828735
	Iteration 0F: 2 clusters Score -8149212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32738 members 
Mstep: Class 2 contains 32615 members 
Entering Unmasked Estep 
Score: -8108896.000000 Penalty: 3299.657471
	Iteration 0F: 3 clusters Score -8108896 nChanged 30393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33279 members 
Mstep: Class 2 contains 32074 members 
Entering Unmasked Estep 
Score: -8125845.500000 Penalty: 3299.657471
	Iteration 1F: 3 clusters Score -8125846 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33770 members 
Mstep: Class 2 contains 31583 members 
Entering Unmasked Estep 
Score: -8126551.000000 Penalty: 3299.657471
	Iteration 2Q: 3 clusters Score -8126551 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34503 members 
Mstep: Class 2 contains 30850 members 
Entering Unmasked Estep 
Score: -8127200.000000 Penalty: 3299.657471
	Iteration 3Q: 3 clusters Score -8127200 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35505 members 
Mstep: Class 2 contains 29848 members 
Entering Unmasked Estep 
Score: -8127856.000000 Penalty: 3299.657471
	Iteration 4Q: 3 clusters Score -8127856 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36922 members 
Mstep: Class 2 contains 28431 members 
Entering Unmasked Estep 
Score: -8128622.500000 Penalty: 3299.657471
	Iteration 5Q: 3 clusters Score -8128622 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38882 members 
Mstep: Class 2 contains 26471 members 
Entering Unmasked Estep 
Score: -8129609.500000 Penalty: 3299.657471
	Iteration 6Q: 3 clusters Score -8129610 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41602 members 
Mstep: Class 2 contains 23751 members 
Entering Unmasked Estep 
Score: -8130870.000000 Penalty: 3299.657471
	Iteration 7Q: 3 clusters Score -8130870 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45145 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -8132619.500000 Penalty: 3299.657471
	Iteration 8F: 3 clusters Score -8132620 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49532 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -8135232.000000 Penalty: 3299.657471
	Iteration 9F: 3 clusters Score -8135232 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54243 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -8138456.500000 Penalty: 3299.657471
	Iteration 10F: 3 clusters Score -8138456 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58629 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -8141867.000000 Penalty: 3299.657471
	Iteration 11F: 3 clusters Score -8141867 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61861 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -8144747.500000 Penalty: 3299.657471
	Iteration 12Q: 3 clusters Score -8144748 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63688 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -8146380.500000 Penalty: 3299.657471
	Iteration 13Q: 3 clusters Score -8146380 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64533 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -8147229.000000 Penalty: 3299.657471
	Iteration 14Q: 3 clusters Score -8147229 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64847 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -8147583.500000 Penalty: 3299.657471
	Iteration 15Q: 3 clusters Score -8147584 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64969 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -8147753.000000 Penalty: 3299.657471
	Iteration 16Q: 3 clusters Score -8147753 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65015 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -8147833.500000 Penalty: 3299.657471
	Iteration 17Q: 3 clusters Score -8147834 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65040 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -8147905.500000 Penalty: 3299.657471
	Iteration 18Q: 3 clusters Score -8147906 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65051 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -8147941.500000 Penalty: 3299.657471
	Iteration 19Q: 3 clusters Score -8147942 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65056 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -8147969.000000 Penalty: 3299.657471
	Iteration 20F: 3 clusters Score -8147969 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65059 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -8147976.500000 Penalty: 3299.657471
	Iteration 21Q: 3 clusters Score -8147976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65062 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -8148001.000000 Penalty: 3299.657471
	Iteration 22Q: 3 clusters Score -8148001 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65062 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -8148012.500000 Penalty: 3299.657471
	Iteration 23Q: 3 clusters Score -8148012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65061 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -8148033.000000 Penalty: 3299.657471
	Iteration 24Q: 3 clusters Score -8148033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65062 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -8148041.000000 Penalty: 3299.657471
	Iteration 25Q: 3 clusters Score -8148041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65063 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -8148046.000000 Penalty: 3299.657471
	Iteration 26Q: 3 clusters Score -8148046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65060 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -8148049.000000 Penalty: 3299.657471
	Iteration 27Q: 3 clusters Score -8148049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65058 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -8148045.000000 Penalty: 3299.657471
	Iteration 28Q: 3 clusters Score -8148045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65057 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -8148049.000000 Penalty: 3299.657471
	Iteration 29Q: 3 clusters Score -8148049 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65057 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -8148049.000000 Penalty: 3299.657471
	Iteration 30F: 3 clusters Score -8148049 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Entering Unmasked Estep 
Score: -1493781.125000 Penalty: 1401.338745
	Iteration 0F: 2 clusters Score -1493781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1485583.625000 Penalty: 2802.677490
	Iteration 0F: 3 clusters Score -1485584 nChanged 5216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1488539.125000 Penalty: 2802.677490
	Iteration 1F: 3 clusters Score -1488539 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1489024.250000 Penalty: 2802.677490
	Iteration 2F: 3 clusters Score -1489024 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1489456.000000 Penalty: 2802.677490
	Iteration 3F: 3 clusters Score -1489456 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1489837.375000 Penalty: 2802.677490
	Iteration 4F: 3 clusters Score -1489837 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1490191.750000 Penalty: 2802.677490
	Iteration 5Q: 3 clusters Score -1490192 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1490497.250000 Penalty: 2802.677490
	Iteration 6Q: 3 clusters Score -1490497 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1490824.125000 Penalty: 2802.677490
	Iteration 7Q: 3 clusters Score -1490824 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1491147.750000 Penalty: 2802.677490
	Iteration 8Q: 3 clusters Score -1491148 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1491470.750000 Penalty: 2802.677490
	Iteration 9Q: 3 clusters Score -1491471 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1491768.375000 Penalty: 2802.677490
	Iteration 10Q: 3 clusters Score -1491768 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1492032.750000 Penalty: 2802.677490
	Iteration 11Q: 3 clusters Score -1492033 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1492239.375000 Penalty: 2802.677490
	Iteration 12Q: 3 clusters Score -1492239 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1492380.625000 Penalty: 2802.677490
	Iteration 13Q: 3 clusters Score -1492381 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1492504.875000 Penalty: 2802.677490
	Iteration 14Q: 3 clusters Score -1492505 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1492584.125000 Penalty: 2802.677490
	Iteration 15Q: 3 clusters Score -1492584 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1492652.125000 Penalty: 2802.677490
	Iteration 16Q: 3 clusters Score -1492652 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1492708.000000 Penalty: 2802.677490
	Iteration 17Q: 3 clusters Score -1492708 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1492743.375000 Penalty: 2802.677490
	Iteration 18Q: 3 clusters Score -1492743 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1492776.625000 Penalty: 2802.677490
	Iteration 19Q: 3 clusters Score -1492777 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1492805.125000 Penalty: 2802.677490
	Iteration 20F: 3 clusters Score -1492805 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1492821.500000 Penalty: 2802.677490
	Iteration 21Q: 3 clusters Score -1492822 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1492847.000000 Penalty: 2802.677490
	Iteration 22Q: 3 clusters Score -1492847 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1492866.500000 Penalty: 2802.677490
	Iteration 23Q: 3 clusters Score -1492866 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1492885.375000 Penalty: 2802.677490
	Iteration 24Q: 3 clusters Score -1492885 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1492899.375000 Penalty: 2802.677490
	Iteration 25Q: 3 clusters Score -1492899 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1492910.625000 Penalty: 2802.677490
	Iteration 26Q: 3 clusters Score -1492911 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1492926.375000 Penalty: 2802.677490
	Iteration 27Q: 3 clusters Score -1492926 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1492933.625000 Penalty: 2802.677490
	Iteration 28Q: 3 clusters Score -1492934 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1492941.125000 Penalty: 2802.677490
	Iteration 29Q: 3 clusters Score -1492941 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1492950.625000 Penalty: 2802.677490
	Iteration 30Q: 3 clusters Score -1492951 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1492956.375000 Penalty: 2802.677490
	Iteration 31Q: 3 clusters Score -1492956 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1492967.500000 Penalty: 2802.677490
	Iteration 32Q: 3 clusters Score -1492968 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1492973.375000 Penalty: 2802.677490
	Iteration 33Q: 3 clusters Score -1492973 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1492971.375000 Penalty: 2802.677490
	Iteration 34Q: 3 clusters Score -1492971 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1492976.500000 Penalty: 2802.677490
	Iteration 35Q: 3 clusters Score -1492976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1492976.250000 Penalty: 2802.677490
	Iteration 36Q: 3 clusters Score -1492976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1492978.500000 Penalty: 2802.677490
	Iteration 37Q: 3 clusters Score -1492978 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1492983.000000 Penalty: 2802.677490
	Iteration 38Q: 3 clusters Score -1492983 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1492982.250000 Penalty: 2802.677490
	Iteration 39Q: 3 clusters Score -1492982 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1492983.500000 Penalty: 2802.677490
	Iteration 40F: 3 clusters Score -1492984 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1492993.625000 Penalty: 2802.677490
	Iteration 41Q: 3 clusters Score -1492994 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1492995.500000 Penalty: 2802.677490
	Iteration 42Q: 3 clusters Score -1492996 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1492999.375000 Penalty: 2802.677490
	Iteration 43Q: 3 clusters Score -1492999 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1493002.500000 Penalty: 2802.677490
	Iteration 44Q: 3 clusters Score -1493002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1493003.625000 Penalty: 2802.677490
	Iteration 45Q: 3 clusters Score -1493004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1493007.000000 Penalty: 2802.677490
	Iteration 46Q: 3 clusters Score -1493007 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1493009.125000 Penalty: 2802.677490
	Iteration 47Q: 3 clusters Score -1493009 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1493013.000000 Penalty: 2802.677490
	Iteration 48Q: 3 clusters Score -1493013 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1493009.375000 Penalty: 2802.677490
	Iteration 49Q: 3 clusters Score -1493009 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1493012.000000 Penalty: 2802.677490
	Iteration 50Q: 3 clusters Score -1493012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1493010.625000 Penalty: 2802.677490
	Iteration 51Q: 3 clusters Score -1493011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1493012.250000 Penalty: 2802.677490
	Iteration 52Q: 3 clusters Score -1493012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1493011.625000 Penalty: 2802.677490
	Iteration 53Q: 3 clusters Score -1493012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1493011.625000 Penalty: 2802.677490
	Iteration 54F: 3 clusters Score -1493012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Entering Unmasked Estep 
Score: -1466758.875000 Penalty: 1393.491577
	Iteration 0F: 2 clusters Score -1466759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1458959.000000 Penalty: 2786.983154
	Iteration 0F: 3 clusters Score -1458959 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1461594.875000 Penalty: 2786.983154
	Iteration 1F: 3 clusters Score -1461595 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1461909.875000 Penalty: 2786.983154
	Iteration 2F: 3 clusters Score -1461910 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1462094.875000 Penalty: 2786.983154
	Iteration 3Q: 3 clusters Score -1462095 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1462226.125000 Penalty: 2786.983154
	Iteration 4Q: 3 clusters Score -1462226 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1462309.625000 Penalty: 2786.983154
	Iteration 5Q: 3 clusters Score -1462310 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1462378.125000 Penalty: 2786.983154
	Iteration 6Q: 3 clusters Score -1462378 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1462435.125000 Penalty: 2786.983154
	Iteration 7Q: 3 clusters Score -1462435 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1462489.375000 Penalty: 2786.983154
	Iteration 8Q: 3 clusters Score -1462489 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1462527.250000 Penalty: 2786.983154
	Iteration 9Q: 3 clusters Score -1462527 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1462565.000000 Penalty: 2786.983154
	Iteration 10Q: 3 clusters Score -1462565 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1462600.500000 Penalty: 2786.983154
	Iteration 11Q: 3 clusters Score -1462600 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1462641.125000 Penalty: 2786.983154
	Iteration 12Q: 3 clusters Score -1462641 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1462677.500000 Penalty: 2786.983154
	Iteration 13Q: 3 clusters Score -1462678 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1462721.750000 Penalty: 2786.983154
	Iteration 14Q: 3 clusters Score -1462722 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1462768.875000 Penalty: 2786.983154
	Iteration 15Q: 3 clusters Score -1462769 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1462823.750000 Penalty: 2786.983154
	Iteration 16Q: 3 clusters Score -1462824 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1462886.625000 Penalty: 2786.983154
	Iteration 17Q: 3 clusters Score -1462887 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1462967.500000 Penalty: 2786.983154
	Iteration 18Q: 3 clusters Score -1462968 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1463095.625000 Penalty: 2786.983154
	Iteration 19Q: 3 clusters Score -1463096 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1463230.250000 Penalty: 2786.983154
	Iteration 20F: 3 clusters Score -1463230 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1463403.750000 Penalty: 2786.983154
	Iteration 21Q: 3 clusters Score -1463404 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1463631.750000 Penalty: 2786.983154
	Iteration 22Q: 3 clusters Score -1463632 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1463888.500000 Penalty: 2786.983154
	Iteration 23Q: 3 clusters Score -1463888 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1464188.750000 Penalty: 2786.983154
	Iteration 24Q: 3 clusters Score -1464189 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1464484.625000 Penalty: 2786.983154
	Iteration 25Q: 3 clusters Score -1464485 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1464743.750000 Penalty: 2786.983154
	Iteration 26Q: 3 clusters Score -1464744 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -1464992.375000 Penalty: 2786.983154
	Iteration 27Q: 3 clusters Score -1464992 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -1465197.250000 Penalty: 2786.983154
	Iteration 28Q: 3 clusters Score -1465197 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -1465343.875000 Penalty: 2786.983154
	Iteration 29Q: 3 clusters Score -1465344 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -1465442.375000 Penalty: 2786.983154
	Iteration 30Q: 3 clusters Score -1465442 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -1465495.875000 Penalty: 2786.983154
	Iteration 31Q: 3 clusters Score -1465496 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -1465538.750000 Penalty: 2786.983154
	Iteration 32Q: 3 clusters Score -1465539 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -1465561.250000 Penalty: 2786.983154
	Iteration 33Q: 3 clusters Score -1465561 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -1465577.375000 Penalty: 2786.983154
	Iteration 34Q: 3 clusters Score -1465577 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -1465585.500000 Penalty: 2786.983154
	Iteration 35Q: 3 clusters Score -1465586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -1465590.875000 Penalty: 2786.983154
	Iteration 36Q: 3 clusters Score -1465591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -1465596.625000 Penalty: 2786.983154
	Iteration 37Q: 3 clusters Score -1465597 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -1465607.500000 Penalty: 2786.983154
	Iteration 38Q: 3 clusters Score -1465608 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -1465623.250000 Penalty: 2786.983154
	Iteration 39Q: 3 clusters Score -1465623 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -1465636.875000 Penalty: 2786.983154
	Iteration 40F: 3 clusters Score -1465637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -1465646.125000 Penalty: 2786.983154
	Iteration 41Q: 3 clusters Score -1465646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -1465653.375000 Penalty: 2786.983154
	Iteration 42Q: 3 clusters Score -1465653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -1465659.500000 Penalty: 2786.983154
	Iteration 43Q: 3 clusters Score -1465660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -1465669.375000 Penalty: 2786.983154
	Iteration 44Q: 3 clusters Score -1465669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -1465682.125000 Penalty: 2786.983154
	Iteration 45Q: 3 clusters Score -1465682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -1465687.875000 Penalty: 2786.983154
	Iteration 46Q: 3 clusters Score -1465688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -1465689.250000 Penalty: 2786.983154
	Iteration 47Q: 3 clusters Score -1465689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -1465689.625000 Penalty: 2786.983154
	Iteration 48Q: 3 clusters Score -1465690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -1465689.750000 Penalty: 2786.983154
	Iteration 49Q: 3 clusters Score -1465690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -1465689.750000 Penalty: 2786.983154
	Iteration 50F: 3 clusters Score -1465690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Entering Unmasked Estep 
Score: -418395.531250 Penalty: 1218.642212
	Iteration 0F: 2 clusters Score -418395.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -415564.031250 Penalty: 2437.284424
	Iteration 0F: 3 clusters Score -415564 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -416379.531250 Penalty: 2437.284424
	Iteration 1F: 3 clusters Score -416379.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -416556.843750 Penalty: 2437.284424
	Iteration 2F: 3 clusters Score -416556.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -416673.218750 Penalty: 2437.284424
	Iteration 3Q: 3 clusters Score -416673.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -416761.375000 Penalty: 2437.284424
	Iteration 4Q: 3 clusters Score -416761.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -416830.031250 Penalty: 2437.284424
	Iteration 5Q: 3 clusters Score -416830 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -416880.312500 Penalty: 2437.284424
	Iteration 6Q: 3 clusters Score -416880.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -416930.406250 Penalty: 2437.284424
	Iteration 7Q: 3 clusters Score -416930.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -416979.250000 Penalty: 2437.284424
	Iteration 8Q: 3 clusters Score -416979.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -417036.437500 Penalty: 2437.284424
	Iteration 9Q: 3 clusters Score -417036.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -417079.656250 Penalty: 2437.284424
	Iteration 10Q: 3 clusters Score -417079.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -417114.875000 Penalty: 2437.284424
	Iteration 11Q: 3 clusters Score -417114.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -417153.750000 Penalty: 2437.284424
	Iteration 12Q: 3 clusters Score -417153.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -417184.125000 Penalty: 2437.284424
	Iteration 13Q: 3 clusters Score -417184.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -417208.031250 Penalty: 2437.284424
	Iteration 14Q: 3 clusters Score -417208 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -417232.656250 Penalty: 2437.284424
	Iteration 15Q: 3 clusters Score -417232.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -417257.281250 Penalty: 2437.284424
	Iteration 16Q: 3 clusters Score -417257.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -417280.843750 Penalty: 2437.284424
	Iteration 17Q: 3 clusters Score -417280.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -417303.687500 Penalty: 2437.284424
	Iteration 18Q: 3 clusters Score -417303.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -417327.125000 Penalty: 2437.284424
	Iteration 19Q: 3 clusters Score -417327.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -417356.875000 Penalty: 2437.284424
	Iteration 20F: 3 clusters Score -417356.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -417376.781250 Penalty: 2437.284424
	Iteration 21Q: 3 clusters Score -417376.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -417390.468750 Penalty: 2437.284424
	Iteration 22Q: 3 clusters Score -417390.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -417407.875000 Penalty: 2437.284424
	Iteration 23Q: 3 clusters Score -417407.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -417422.093750 Penalty: 2437.284424
	Iteration 24Q: 3 clusters Score -417422.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -417437.687500 Penalty: 2437.284424
	Iteration 25Q: 3 clusters Score -417437.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -417450.375000 Penalty: 2437.284424
	Iteration 26Q: 3 clusters Score -417450.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -417460.312500 Penalty: 2437.284424
	Iteration 27Q: 3 clusters Score -417460.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -417472.750000 Penalty: 2437.284424
	Iteration 28Q: 3 clusters Score -417472.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -417485.906250 Penalty: 2437.284424
	Iteration 29Q: 3 clusters Score -417485.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -417494.562500 Penalty: 2437.284424
	Iteration 30Q: 3 clusters Score -417494.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -417498.875000 Penalty: 2437.284424
	Iteration 31Q: 3 clusters Score -417498.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -417503.343750 Penalty: 2437.284424
	Iteration 32Q: 3 clusters Score -417503.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -417510.406250 Penalty: 2437.284424
	Iteration 33Q: 3 clusters Score -417510.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -417515.468750 Penalty: 2437.284424
	Iteration 34Q: 3 clusters Score -417515.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -417520.406250 Penalty: 2437.284424
	Iteration 35Q: 3 clusters Score -417520.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -417522.593750 Penalty: 2437.284424
	Iteration 36Q: 3 clusters Score -417522.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -417525.718750 Penalty: 2437.284424
	Iteration 37Q: 3 clusters Score -417525.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -417526.968750 Penalty: 2437.284424
	Iteration 38Q: 3 clusters Score -417527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -417529.031250 Penalty: 2437.284424
	Iteration 39Q: 3 clusters Score -417529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -417533.343750 Penalty: 2437.284424
	Iteration 40F: 3 clusters Score -417533.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -417536.218750 Penalty: 2437.284424
	Iteration 41Q: 3 clusters Score -417536.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -417541.437500 Penalty: 2437.284424
	Iteration 42Q: 3 clusters Score -417541.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -417546.187500 Penalty: 2437.284424
	Iteration 43Q: 3 clusters Score -417546.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -417550.375000 Penalty: 2437.284424
	Iteration 44Q: 3 clusters Score -417550.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -417554.250000 Penalty: 2437.284424
	Iteration 45Q: 3 clusters Score -417554.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -417560.687500 Penalty: 2437.284424
	Iteration 46Q: 3 clusters Score -417560.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -417564.093750 Penalty: 2437.284424
	Iteration 47Q: 3 clusters Score -417564.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -417565.812500 Penalty: 2437.284424
	Iteration 48Q: 3 clusters Score -417565.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -417567.375000 Penalty: 2437.284424
	Iteration 49Q: 3 clusters Score -417567.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -417569.031250 Penalty: 2437.284424
	Iteration 50Q: 3 clusters Score -417569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -417570.875000 Penalty: 2437.284424
	Iteration 51Q: 3 clusters Score -417570.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -417571.906250 Penalty: 2437.284424
	Iteration 52Q: 3 clusters Score -417571.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -417572.250000 Penalty: 2437.284424
	Iteration 53Q: 3 clusters Score -417572.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -417574.062500 Penalty: 2437.284424
	Iteration 54Q: 3 clusters Score -417574.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -417575.406250 Penalty: 2437.284424
	Iteration 55Q: 3 clusters Score -417575.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -417577.468750 Penalty: 2437.284424
	Iteration 56Q: 3 clusters Score -417577.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -417579.062500 Penalty: 2437.284424
	Iteration 57Q: 3 clusters Score -417579.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -417580.187500 Penalty: 2437.284424
	Iteration 58Q: 3 clusters Score -417580.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -417580.593750 Penalty: 2437.284424
	Iteration 59Q: 3 clusters Score -417580.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -417580.625000 Penalty: 2437.284424
	Iteration 60F: 3 clusters Score -417580.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -417581.906250 Penalty: 2437.284424
	Iteration 61Q: 3 clusters Score -417581.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -417581.906250 Penalty: 2437.284424
	Iteration 62F: 3 clusters Score -417581.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (28475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28475 members 
Entering Unmasked Estep 
Score: -3331898.000000 Penalty: 1526.209106
	Iteration 0F: 2 clusters Score -3331898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -3313186.500000 Penalty: 3052.418213
	Iteration 0F: 3 clusters Score -3313186 nChanged 12879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -3320303.250000 Penalty: 3052.418213
	Iteration 1F: 3 clusters Score -3320303 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -3320829.750000 Penalty: 3052.418213
	Iteration 2F: 3 clusters Score -3320830 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -3321365.750000 Penalty: 3052.418213
	Iteration 3Q: 3 clusters Score -3321366 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -3322039.500000 Penalty: 3052.418213
	Iteration 4Q: 3 clusters Score -3322040 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -3323039.250000 Penalty: 3052.418213
	Iteration 5F: 3 clusters Score -3323039 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -3324484.750000 Penalty: 3052.418213
	Iteration 6F: 3 clusters Score -3324485 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23719 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -3326308.500000 Penalty: 3052.418213
	Iteration 7F: 3 clusters Score -3326308 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25638 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -3328099.750000 Penalty: 3052.418213
	Iteration 8F: 3 clusters Score -3328100 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27025 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -3329468.500000 Penalty: 3052.418213
	Iteration 9Q: 3 clusters Score -3329468 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27744 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -3330163.000000 Penalty: 3052.418213
	Iteration 10Q: 3 clusters Score -3330163 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28042 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -3330460.250000 Penalty: 3052.418213
	Iteration 11Q: 3 clusters Score -3330460 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28146 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -3330598.000000 Penalty: 3052.418213
	Iteration 12Q: 3 clusters Score -3330598 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28192 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -3330665.000000 Penalty: 3052.418213
	Iteration 13Q: 3 clusters Score -3330665 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28206 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -3330693.500000 Penalty: 3052.418213
	Iteration 14Q: 3 clusters Score -3330694 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28226 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -3330724.250000 Penalty: 3052.418213
	Iteration 15Q: 3 clusters Score -3330724 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28238 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -3330762.250000 Penalty: 3052.418213
	Iteration 16Q: 3 clusters Score -3330762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28242 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -3330777.750000 Penalty: 3052.418213
	Iteration 17Q: 3 clusters Score -3330778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28248 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -3330790.250000 Penalty: 3052.418213
	Iteration 18Q: 3 clusters Score -3330790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28253 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -3330800.750000 Penalty: 3052.418213
	Iteration 19Q: 3 clusters Score -3330801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28254 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -3330807.000000 Penalty: 3052.418213
	Iteration 20F: 3 clusters Score -3330807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28258 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -3330820.500000 Penalty: 3052.418213
	Iteration 21Q: 3 clusters Score -3330820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28255 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -3330824.750000 Penalty: 3052.418213
	Iteration 22Q: 3 clusters Score -3330825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28257 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -3330826.750000 Penalty: 3052.418213
	Iteration 23Q: 3 clusters Score -3330827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28254 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -3330834.000000 Penalty: 3052.418213
	Iteration 24Q: 3 clusters Score -3330834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28255 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -3330835.750000 Penalty: 3052.418213
	Iteration 25Q: 3 clusters Score -3330836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28256 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -3330837.750000 Penalty: 3052.418213
	Iteration 26Q: 3 clusters Score -3330838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28257 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -3330838.500000 Penalty: 3052.418213
	Iteration 27Q: 3 clusters Score -3330838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28256 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -3330837.750000 Penalty: 3052.418213
	Iteration 28Q: 3 clusters Score -3330838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28256 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -3330837.750000 Penalty: 3052.418213
	Iteration 29F: 3 clusters Score -3330838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Entering Unmasked Estep 
Score: -1124070.125000 Penalty: 1358.010620
	Iteration 0F: 2 clusters Score -1124070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1117759.000000 Penalty: 2716.021240
	Iteration 0F: 3 clusters Score -1117759 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1119898.875000 Penalty: 2716.021240
	Iteration 1F: 3 clusters Score -1119899 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1120208.500000 Penalty: 2716.021240
	Iteration 2F: 3 clusters Score -1120208 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1120449.875000 Penalty: 2716.021240
	Iteration 3F: 3 clusters Score -1120450 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1120702.250000 Penalty: 2716.021240
	Iteration 4Q: 3 clusters Score -1120702 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1121000.375000 Penalty: 2716.021240
	Iteration 5Q: 3 clusters Score -1121000 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1121329.750000 Penalty: 2716.021240
	Iteration 6Q: 3 clusters Score -1121330 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1121730.500000 Penalty: 2716.021240
	Iteration 7F: 3 clusters Score -1121730 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1122098.500000 Penalty: 2716.021240
	Iteration 8Q: 3 clusters Score -1122098 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1122426.000000 Penalty: 2716.021240
	Iteration 9Q: 3 clusters Score -1122426 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1122625.375000 Penalty: 2716.021240
	Iteration 10Q: 3 clusters Score -1122625 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1122744.875000 Penalty: 2716.021240
	Iteration 11Q: 3 clusters Score -1122745 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1122822.125000 Penalty: 2716.021240
	Iteration 12Q: 3 clusters Score -1122822 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1122876.250000 Penalty: 2716.021240
	Iteration 13Q: 3 clusters Score -1122876 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1122904.250000 Penalty: 2716.021240
	Iteration 14Q: 3 clusters Score -1122904 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1122927.000000 Penalty: 2716.021240
	Iteration 15Q: 3 clusters Score -1122927 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1122942.375000 Penalty: 2716.021240
	Iteration 16Q: 3 clusters Score -1122942 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1122955.875000 Penalty: 2716.021240
	Iteration 17Q: 3 clusters Score -1122956 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1122965.875000 Penalty: 2716.021240
	Iteration 18Q: 3 clusters Score -1122966 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1122971.000000 Penalty: 2716.021240
	Iteration 19Q: 3 clusters Score -1122971 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1122975.250000 Penalty: 2716.021240
	Iteration 20F: 3 clusters Score -1122975 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1122976.750000 Penalty: 2716.021240
	Iteration 21Q: 3 clusters Score -1122977 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1122983.375000 Penalty: 2716.021240
	Iteration 22Q: 3 clusters Score -1122983 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1122988.125000 Penalty: 2716.021240
	Iteration 23Q: 3 clusters Score -1122988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1122988.000000 Penalty: 2716.021240
	Iteration 24Q: 3 clusters Score -1122988 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1122993.750000 Penalty: 2716.021240
	Iteration 25Q: 3 clusters Score -1122994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1122995.500000 Penalty: 2716.021240
	Iteration 26Q: 3 clusters Score -1122996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1122994.625000 Penalty: 2716.021240
	Iteration 27Q: 3 clusters Score -1122995 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1122999.125000 Penalty: 2716.021240
	Iteration 28Q: 3 clusters Score -1122999 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1122999.875000 Penalty: 2716.021240
	Iteration 29Q: 3 clusters Score -1123000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1123001.875000 Penalty: 2716.021240
	Iteration 30Q: 3 clusters Score -1123002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1123004.625000 Penalty: 2716.021240
	Iteration 31Q: 3 clusters Score -1123005 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1123004.875000 Penalty: 2716.021240
	Iteration 32Q: 3 clusters Score -1123005 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1123008.125000 Penalty: 2716.021240
	Iteration 33Q: 3 clusters Score -1123008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1123007.750000 Penalty: 2716.021240
	Iteration 34Q: 3 clusters Score -1123008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1123008.500000 Penalty: 2716.021240
	Iteration 35Q: 3 clusters Score -1123008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1123012.250000 Penalty: 2716.021240
	Iteration 36Q: 3 clusters Score -1123012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1123016.875000 Penalty: 2716.021240
	Iteration 37Q: 3 clusters Score -1123017 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1123015.000000 Penalty: 2716.021240
	Iteration 38Q: 3 clusters Score -1123015 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1123019.500000 Penalty: 2716.021240
	Iteration 39Q: 3 clusters Score -1123020 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1123022.125000 Penalty: 2716.021240
	Iteration 40F: 3 clusters Score -1123022 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1123028.500000 Penalty: 2716.021240
	Iteration 41Q: 3 clusters Score -1123028 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1123033.500000 Penalty: 2716.021240
	Iteration 42Q: 3 clusters Score -1123034 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1123038.250000 Penalty: 2716.021240
	Iteration 43Q: 3 clusters Score -1123038 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1123038.750000 Penalty: 2716.021240
	Iteration 44Q: 3 clusters Score -1123039 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1123041.375000 Penalty: 2716.021240
	Iteration 45Q: 3 clusters Score -1123041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1123043.125000 Penalty: 2716.021240
	Iteration 46Q: 3 clusters Score -1123043 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1123043.875000 Penalty: 2716.021240
	Iteration 47Q: 3 clusters Score -1123044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1123047.500000 Penalty: 2716.021240
	Iteration 48Q: 3 clusters Score -1123048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1123048.250000 Penalty: 2716.021240
	Iteration 49Q: 3 clusters Score -1123048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1123046.375000 Penalty: 2716.021240
	Iteration 50Q: 3 clusters Score -1123046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1123046.375000 Penalty: 2716.021240
	Iteration 51F: 3 clusters Score -1123046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Entering Unmasked Estep 
Score: -168494.203125 Penalty: 1127.780151
	Iteration 0F: 2 clusters Score -168494.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -166847.250000 Penalty: 2255.560303
	Iteration 0F: 3 clusters Score -166847.2 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -168417.656250 Penalty: 2255.560303
	Iteration 1F: 3 clusters Score -168417.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -170325.953125 Penalty: 2255.560303
	Iteration 2F: 3 clusters Score -170326 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -171659.875000 Penalty: 2255.560303
	Iteration 3F: 3 clusters Score -171659.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -172441.390625 Penalty: 2255.560303
	Iteration 4F: 3 clusters Score -172441.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -172906.000000 Penalty: 2255.560303
	Iteration 5Q: 3 clusters Score -172906 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -173000.281250 Penalty: 2255.560303
	Iteration 6Q: 3 clusters Score -173000.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -173052.359375 Penalty: 2255.560303
	Iteration 7Q: 3 clusters Score -173052.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -173167.984375 Penalty: 2255.560303
	Iteration 8Q: 3 clusters Score -173168 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -173282.296875 Penalty: 2255.560303
	Iteration 9Q: 3 clusters Score -173282.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -173367.718750 Penalty: 2255.560303
	Iteration 10Q: 3 clusters Score -173367.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -173471.343750 Penalty: 2255.560303
	Iteration 11Q: 3 clusters Score -173471.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -173541.250000 Penalty: 2255.560303
	Iteration 12Q: 3 clusters Score -173541.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -173620.203125 Penalty: 2255.560303
	Iteration 13Q: 3 clusters Score -173620.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -173686.953125 Penalty: 2255.560303
	Iteration 14Q: 3 clusters Score -173687 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -173700.078125 Penalty: 2255.560303
	Iteration 15Q: 3 clusters Score -173700.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -173709.859375 Penalty: 2255.560303
	Iteration 16Q: 3 clusters Score -173709.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -173772.296875 Penalty: 2255.560303
	Iteration 17Q: 3 clusters Score -173772.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -174122.640625 Penalty: 2255.560303
	Iteration 18Q: 3 clusters Score -174122.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -174546.765625 Penalty: 2255.560303
	Iteration 19Q: 3 clusters Score -174546.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -174554.734375 Penalty: 2255.560303
	Iteration 20F: 3 clusters Score -174554.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -174555.781250 Penalty: 2255.560303
	Iteration 21Q: 3 clusters Score -174555.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -174558.500000 Penalty: 2255.560303
	Iteration 22Q: 3 clusters Score -174558.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -174560.359375 Penalty: 2255.560303
	Iteration 23Q: 3 clusters Score -174560.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -174560.359375 Penalty: 2255.560303
	Iteration 24F: 3 clusters Score -174560.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 20450 members 
Mstep: Class 3 contains 109594 members 
Mstep: Class 4 contains 20985 members 
Mstep: Class 5 contains 50589 members 
Mstep: Class 6 contains 6208 members 
Mstep: Class 7 contains 84683 members 
Mstep: Class 8 contains 22396 members 
Mstep: Class 9 contains 476 members 
Mstep: Class 10 contains 6256 members 
Mstep: Class 11 contains 45076 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 4904 members 
Mstep: Class 14 contains 65353 members 
Mstep: Class 15 contains 12303 members 
Mstep: Class 16 contains 11671 members 
Mstep: Class 17 contains 3604 members 
Mstep: Class 18 contains 28475 members 
Mstep: Class 19 contains 9195 members 
Mstep: Class 20 contains 1096 members 
Mstep: Class 21 contains 6017 members 
Mstep: Class 22 contains 13042 members 
Mstep: Class 23 contains 19389 members 
Mstep: Class 24 contains 4699 members 
Mstep: Class 25 contains 14069 members 
Mstep: Class 26 contains 4637 members 
Mstep: Class 27 contains 58726 members 
Mstep: Class 28 contains 6620 members 
Mstep: Class 29 contains 637 members 
Mstep: Class 30 contains 21663 members 
Mstep: Class 31 contains 861 members 
Entering Unmasked Estep 
Score: -80925192.000000 Penalty: 61859.550781
Splitting cluster 20 changes total score from -80901520.000000 to -80925192.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 21 (6017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Entering Unmasked Estep 
Score: -720052.312500 Penalty: 1294.908813
	Iteration 0F: 2 clusters Score -720052.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -715744.437500 Penalty: 2589.817627
	Iteration 0F: 3 clusters Score -715744.4 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -717035.562500 Penalty: 2589.817627
	Iteration 1F: 3 clusters Score -717035.6 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -717290.250000 Penalty: 2589.817627
	Iteration 2F: 3 clusters Score -717290.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -717448.375000 Penalty: 2589.817627
	Iteration 3F: 3 clusters Score -717448.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -717572.312500 Penalty: 2589.817627
	Iteration 4Q: 3 clusters Score -717572.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -717677.375000 Penalty: 2589.817627
	Iteration 5Q: 3 clusters Score -717677.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -717781.375000 Penalty: 2589.817627
	Iteration 6Q: 3 clusters Score -717781.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -717881.000000 Penalty: 2589.817627
	Iteration 7Q: 3 clusters Score -717881 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -717962.312500 Penalty: 2589.817627
	Iteration 8Q: 3 clusters Score -717962.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -718043.500000 Penalty: 2589.817627
	Iteration 9Q: 3 clusters Score -718043.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -718111.187500 Penalty: 2589.817627
	Iteration 10Q: 3 clusters Score -718111.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -718192.687500 Penalty: 2589.817627
	Iteration 11Q: 3 clusters Score -718192.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -718278.250000 Penalty: 2589.817627
	Iteration 12Q: 3 clusters Score -718278.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -718358.312500 Penalty: 2589.817627
	Iteration 13Q: 3 clusters Score -718358.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -718430.500000 Penalty: 2589.817627
	Iteration 14Q: 3 clusters Score -718430.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -718493.500000 Penalty: 2589.817627
	Iteration 15Q: 3 clusters Score -718493.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -718550.562500 Penalty: 2589.817627
	Iteration 16Q: 3 clusters Score -718550.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -718617.125000 Penalty: 2589.817627
	Iteration 17Q: 3 clusters Score -718617.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -718669.000000 Penalty: 2589.817627
	Iteration 18Q: 3 clusters Score -718669 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -718713.125000 Penalty: 2589.817627
	Iteration 19Q: 3 clusters Score -718713.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -718750.000000 Penalty: 2589.817627
	Iteration 20F: 3 clusters Score -718750 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -718780.937500 Penalty: 2589.817627
	Iteration 21Q: 3 clusters Score -718780.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -718806.875000 Penalty: 2589.817627
	Iteration 22Q: 3 clusters Score -718806.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -718834.562500 Penalty: 2589.817627
	Iteration 23Q: 3 clusters Score -718834.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -718857.500000 Penalty: 2589.817627
	Iteration 24Q: 3 clusters Score -718857.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -718881.625000 Penalty: 2589.817627
	Iteration 25Q: 3 clusters Score -718881.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -718914.000000 Penalty: 2589.817627
	Iteration 26Q: 3 clusters Score -718914 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -718949.125000 Penalty: 2589.817627
	Iteration 27Q: 3 clusters Score -718949.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -718982.125000 Penalty: 2589.817627
	Iteration 28Q: 3 clusters Score -718982.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -719012.312500 Penalty: 2589.817627
	Iteration 29Q: 3 clusters Score -719012.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -719045.812500 Penalty: 2589.817627
	Iteration 30Q: 3 clusters Score -719045.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -719089.062500 Penalty: 2589.817627
	Iteration 31Q: 3 clusters Score -719089.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -719112.062500 Penalty: 2589.817627
	Iteration 32Q: 3 clusters Score -719112.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -719125.187500 Penalty: 2589.817627
	Iteration 33Q: 3 clusters Score -719125.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -719138.937500 Penalty: 2589.817627
	Iteration 34Q: 3 clusters Score -719138.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -719153.812500 Penalty: 2589.817627
	Iteration 35Q: 3 clusters Score -719153.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -719171.687500 Penalty: 2589.817627
	Iteration 36Q: 3 clusters Score -719171.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -719190.875000 Penalty: 2589.817627
	Iteration 37Q: 3 clusters Score -719190.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -719210.937500 Penalty: 2589.817627
	Iteration 38Q: 3 clusters Score -719210.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -719224.875000 Penalty: 2589.817627
	Iteration 39Q: 3 clusters Score -719224.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -719244.062500 Penalty: 2589.817627
	Iteration 40F: 3 clusters Score -719244.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -719257.812500 Penalty: 2589.817627
	Iteration 41Q: 3 clusters Score -719257.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -719269.250000 Penalty: 2589.817627
	Iteration 42Q: 3 clusters Score -719269.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -719273.750000 Penalty: 2589.817627
	Iteration 43Q: 3 clusters Score -719273.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -719280.750000 Penalty: 2589.817627
	Iteration 44Q: 3 clusters Score -719280.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -719286.000000 Penalty: 2589.817627
	Iteration 45Q: 3 clusters Score -719286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -719289.625000 Penalty: 2589.817627
	Iteration 46Q: 3 clusters Score -719289.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -719291.312500 Penalty: 2589.817627
	Iteration 47Q: 3 clusters Score -719291.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -719295.062500 Penalty: 2589.817627
	Iteration 48Q: 3 clusters Score -719295.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -719294.687500 Penalty: 2589.817627
	Iteration 49Q: 3 clusters Score -719294.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -719296.312500 Penalty: 2589.817627
	Iteration 50Q: 3 clusters Score -719296.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -719296.312500 Penalty: 2589.817627
	Iteration 51Q: 3 clusters Score -719296.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -719296.312500 Penalty: 2589.817627
	Iteration 52F: 3 clusters Score -719296.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (13042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Entering Unmasked Estep 
Score: -1608620.875000 Penalty: 1410.018433
	Iteration 0F: 2 clusters Score -1608621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1599983.875000 Penalty: 2820.036865
	Iteration 0F: 3 clusters Score -1599984 nChanged 5511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1602947.875000 Penalty: 2820.036865
	Iteration 1F: 3 clusters Score -1602948 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1603260.000000 Penalty: 2820.036865
	Iteration 2F: 3 clusters Score -1603260 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1603493.375000 Penalty: 2820.036865
	Iteration 3Q: 3 clusters Score -1603493 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1603695.750000 Penalty: 2820.036865
	Iteration 4Q: 3 clusters Score -1603696 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1603881.750000 Penalty: 2820.036865
	Iteration 5Q: 3 clusters Score -1603882 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1604085.375000 Penalty: 2820.036865
	Iteration 6Q: 3 clusters Score -1604085 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1604338.000000 Penalty: 2820.036865
	Iteration 7Q: 3 clusters Score -1604338 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1604624.625000 Penalty: 2820.036865
	Iteration 8Q: 3 clusters Score -1604625 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1604914.500000 Penalty: 2820.036865
	Iteration 9Q: 3 clusters Score -1604914 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1605198.125000 Penalty: 2820.036865
	Iteration 10Q: 3 clusters Score -1605198 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1605470.750000 Penalty: 2820.036865
	Iteration 11Q: 3 clusters Score -1605471 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1605768.250000 Penalty: 2820.036865
	Iteration 12Q: 3 clusters Score -1605768 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1606072.125000 Penalty: 2820.036865
	Iteration 13Q: 3 clusters Score -1606072 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1606334.000000 Penalty: 2820.036865
	Iteration 14Q: 3 clusters Score -1606334 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1606564.125000 Penalty: 2820.036865
	Iteration 15Q: 3 clusters Score -1606564 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1606758.375000 Penalty: 2820.036865
	Iteration 16Q: 3 clusters Score -1606758 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1606907.500000 Penalty: 2820.036865
	Iteration 17Q: 3 clusters Score -1606908 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1607023.125000 Penalty: 2820.036865
	Iteration 18Q: 3 clusters Score -1607023 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1607115.625000 Penalty: 2820.036865
	Iteration 19Q: 3 clusters Score -1607116 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1607187.625000 Penalty: 2820.036865
	Iteration 20F: 3 clusters Score -1607188 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1607253.375000 Penalty: 2820.036865
	Iteration 21Q: 3 clusters Score -1607253 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1607295.625000 Penalty: 2820.036865
	Iteration 22Q: 3 clusters Score -1607296 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1607329.125000 Penalty: 2820.036865
	Iteration 23Q: 3 clusters Score -1607329 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1607356.250000 Penalty: 2820.036865
	Iteration 24Q: 3 clusters Score -1607356 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1607388.250000 Penalty: 2820.036865
	Iteration 25Q: 3 clusters Score -1607388 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1607413.250000 Penalty: 2820.036865
	Iteration 26Q: 3 clusters Score -1607413 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1607433.125000 Penalty: 2820.036865
	Iteration 27Q: 3 clusters Score -1607433 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1607451.375000 Penalty: 2820.036865
	Iteration 28Q: 3 clusters Score -1607451 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1607457.000000 Penalty: 2820.036865
	Iteration 29Q: 3 clusters Score -1607457 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1607480.500000 Penalty: 2820.036865
	Iteration 30Q: 3 clusters Score -1607480 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1607495.875000 Penalty: 2820.036865
	Iteration 31Q: 3 clusters Score -1607496 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1607510.000000 Penalty: 2820.036865
	Iteration 32Q: 3 clusters Score -1607510 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1607522.250000 Penalty: 2820.036865
	Iteration 33Q: 3 clusters Score -1607522 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1607536.375000 Penalty: 2820.036865
	Iteration 34Q: 3 clusters Score -1607536 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1607541.875000 Penalty: 2820.036865
	Iteration 35Q: 3 clusters Score -1607542 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1607551.250000 Penalty: 2820.036865
	Iteration 36Q: 3 clusters Score -1607551 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1607561.625000 Penalty: 2820.036865
	Iteration 37Q: 3 clusters Score -1607562 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1607566.375000 Penalty: 2820.036865
	Iteration 38Q: 3 clusters Score -1607566 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1607570.125000 Penalty: 2820.036865
	Iteration 39Q: 3 clusters Score -1607570 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1607578.875000 Penalty: 2820.036865
	Iteration 40F: 3 clusters Score -1607579 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1607584.125000 Penalty: 2820.036865
	Iteration 41Q: 3 clusters Score -1607584 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1607593.000000 Penalty: 2820.036865
	Iteration 42Q: 3 clusters Score -1607593 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1607599.750000 Penalty: 2820.036865
	Iteration 43Q: 3 clusters Score -1607600 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1607609.500000 Penalty: 2820.036865
	Iteration 44Q: 3 clusters Score -1607610 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1607615.875000 Penalty: 2820.036865
	Iteration 45Q: 3 clusters Score -1607616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1607618.250000 Penalty: 2820.036865
	Iteration 46Q: 3 clusters Score -1607618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1607621.750000 Penalty: 2820.036865
	Iteration 47Q: 3 clusters Score -1607622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1607626.250000 Penalty: 2820.036865
	Iteration 48Q: 3 clusters Score -1607626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1607633.375000 Penalty: 2820.036865
	Iteration 49Q: 3 clusters Score -1607633 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1607637.625000 Penalty: 2820.036865
	Iteration 50Q: 3 clusters Score -1607638 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1607640.250000 Penalty: 2820.036865
	Iteration 51Q: 3 clusters Score -1607640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1607649.125000 Penalty: 2820.036865
	Iteration 52Q: 3 clusters Score -1607649 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1607650.250000 Penalty: 2820.036865
	Iteration 53Q: 3 clusters Score -1607650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1607654.125000 Penalty: 2820.036865
	Iteration 54Q: 3 clusters Score -1607654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1607655.625000 Penalty: 2820.036865
	Iteration 55Q: 3 clusters Score -1607656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1607657.875000 Penalty: 2820.036865
	Iteration 56Q: 3 clusters Score -1607658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1607657.500000 Penalty: 2820.036865
	Iteration 57Q: 3 clusters Score -1607658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1607663.750000 Penalty: 2820.036865
	Iteration 58Q: 3 clusters Score -1607664 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1607672.125000 Penalty: 2820.036865
	Iteration 59Q: 3 clusters Score -1607672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1607674.625000 Penalty: 2820.036865
	Iteration 60F: 3 clusters Score -1607675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1607679.625000 Penalty: 2820.036865
	Iteration 61Q: 3 clusters Score -1607680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1607679.125000 Penalty: 2820.036865
	Iteration 62Q: 3 clusters Score -1607679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1607679.625000 Penalty: 2820.036865
	Iteration 63Q: 3 clusters Score -1607680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1607679.750000 Penalty: 2820.036865
	Iteration 64Q: 3 clusters Score -1607680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1607683.250000 Penalty: 2820.036865
	Iteration 65Q: 3 clusters Score -1607683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1607683.250000 Penalty: 2820.036865
	Iteration 66Q: 3 clusters Score -1607683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1607683.250000 Penalty: 2820.036865
	Iteration 67F: 3 clusters Score -1607683 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -2456599.750000 Penalty: 1469.022217
	Iteration 0F: 2 clusters Score -2456600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -2443849.250000 Penalty: 2938.044434
	Iteration 0F: 3 clusters Score -2443849 nChanged 8537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -2448394.250000 Penalty: 2938.044434
	Iteration 1F: 3 clusters Score -2448394 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -2448783.000000 Penalty: 2938.044434
	Iteration 2F: 3 clusters Score -2448783 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -2449054.250000 Penalty: 2938.044434
	Iteration 3Q: 3 clusters Score -2449054 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -2449298.750000 Penalty: 2938.044434
	Iteration 4Q: 3 clusters Score -2449299 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -2449486.750000 Penalty: 2938.044434
	Iteration 5Q: 3 clusters Score -2449487 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -2449671.250000 Penalty: 2938.044434
	Iteration 6Q: 3 clusters Score -2449671 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -2449845.750000 Penalty: 2938.044434
	Iteration 7Q: 3 clusters Score -2449846 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -2449979.500000 Penalty: 2938.044434
	Iteration 8Q: 3 clusters Score -2449980 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -2450127.500000 Penalty: 2938.044434
	Iteration 9Q: 3 clusters Score -2450128 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -2450253.750000 Penalty: 2938.044434
	Iteration 10Q: 3 clusters Score -2450254 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -2450398.000000 Penalty: 2938.044434
	Iteration 11Q: 3 clusters Score -2450398 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -2450570.500000 Penalty: 2938.044434
	Iteration 12Q: 3 clusters Score -2450570 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -2450827.250000 Penalty: 2938.044434
	Iteration 13Q: 3 clusters Score -2450827 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -2451166.000000 Penalty: 2938.044434
	Iteration 14Q: 3 clusters Score -2451166 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -2451588.500000 Penalty: 2938.044434
	Iteration 15Q: 3 clusters Score -2451588 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -2452136.250000 Penalty: 2938.044434
	Iteration 16Q: 3 clusters Score -2452136 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -2452737.000000 Penalty: 2938.044434
	Iteration 17Q: 3 clusters Score -2452737 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -2453358.750000 Penalty: 2938.044434
	Iteration 18Q: 3 clusters Score -2453359 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -2453930.500000 Penalty: 2938.044434
	Iteration 19Q: 3 clusters Score -2453930 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -2454372.500000 Penalty: 2938.044434
	Iteration 20F: 3 clusters Score -2454372 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2454687.250000 Penalty: 2938.044434
	Iteration 21Q: 3 clusters Score -2454687 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2454942.000000 Penalty: 2938.044434
	Iteration 22Q: 3 clusters Score -2454942 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2455134.750000 Penalty: 2938.044434
	Iteration 23Q: 3 clusters Score -2455135 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2455253.250000 Penalty: 2938.044434
	Iteration 24Q: 3 clusters Score -2455253 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2455323.250000 Penalty: 2938.044434
	Iteration 25Q: 3 clusters Score -2455323 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2455364.250000 Penalty: 2938.044434
	Iteration 26Q: 3 clusters Score -2455364 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2455389.750000 Penalty: 2938.044434
	Iteration 27Q: 3 clusters Score -2455390 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2455415.000000 Penalty: 2938.044434
	Iteration 28Q: 3 clusters Score -2455415 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2455430.750000 Penalty: 2938.044434
	Iteration 29Q: 3 clusters Score -2455431 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2455447.500000 Penalty: 2938.044434
	Iteration 30Q: 3 clusters Score -2455448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2455449.500000 Penalty: 2938.044434
	Iteration 31Q: 3 clusters Score -2455450 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2455458.500000 Penalty: 2938.044434
	Iteration 32Q: 3 clusters Score -2455458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2455470.000000 Penalty: 2938.044434
	Iteration 33Q: 3 clusters Score -2455470 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2455475.250000 Penalty: 2938.044434
	Iteration 34Q: 3 clusters Score -2455475 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2455487.500000 Penalty: 2938.044434
	Iteration 35Q: 3 clusters Score -2455488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2455497.000000 Penalty: 2938.044434
	Iteration 36Q: 3 clusters Score -2455497 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2455501.250000 Penalty: 2938.044434
	Iteration 37Q: 3 clusters Score -2455501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18773 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -2455508.000000 Penalty: 2938.044434
	Iteration 38Q: 3 clusters Score -2455508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2455509.750000 Penalty: 2938.044434
	Iteration 39Q: 3 clusters Score -2455510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2455516.750000 Penalty: 2938.044434
	Iteration 40F: 3 clusters Score -2455517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2455521.500000 Penalty: 2938.044434
	Iteration 41Q: 3 clusters Score -2455522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2455527.500000 Penalty: 2938.044434
	Iteration 42Q: 3 clusters Score -2455528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2455533.500000 Penalty: 2938.044434
	Iteration 43Q: 3 clusters Score -2455534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2455537.000000 Penalty: 2938.044434
	Iteration 44Q: 3 clusters Score -2455537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2455542.250000 Penalty: 2938.044434
	Iteration 45Q: 3 clusters Score -2455542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2455542.750000 Penalty: 2938.044434
	Iteration 46Q: 3 clusters Score -2455543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2455542.750000 Penalty: 2938.044434
	Iteration 47F: 3 clusters Score -2455543 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Entering Unmasked Estep 
Score: -541673.187500 Penalty: 1258.119629
	Iteration 0F: 2 clusters Score -541673.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -538178.875000 Penalty: 2516.239258
	Iteration 0F: 3 clusters Score -538178.9 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -539305.250000 Penalty: 2516.239258
	Iteration 1F: 3 clusters Score -539305.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -539705.187500 Penalty: 2516.239258
	Iteration 2F: 3 clusters Score -539705.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -540259.000000 Penalty: 2516.239258
	Iteration 3F: 3 clusters Score -540259 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -540902.125000 Penalty: 2516.239258
	Iteration 4F: 3 clusters Score -540902.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -541462.625000 Penalty: 2516.239258
	Iteration 5F: 3 clusters Score -541462.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -541880.562500 Penalty: 2516.239258
	Iteration 6F: 3 clusters Score -541880.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -542158.000000 Penalty: 2516.239258
	Iteration 7Q: 3 clusters Score -542158 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -542310.375000 Penalty: 2516.239258
	Iteration 8Q: 3 clusters Score -542310.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -542370.187500 Penalty: 2516.239258
	Iteration 9Q: 3 clusters Score -542370.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -542406.125000 Penalty: 2516.239258
	Iteration 10Q: 3 clusters Score -542406.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -542432.812500 Penalty: 2516.239258
	Iteration 11Q: 3 clusters Score -542432.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -542450.937500 Penalty: 2516.239258
	Iteration 12Q: 3 clusters Score -542450.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -542462.187500 Penalty: 2516.239258
	Iteration 13Q: 3 clusters Score -542462.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -542466.937500 Penalty: 2516.239258
	Iteration 14Q: 3 clusters Score -542466.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -542470.000000 Penalty: 2516.239258
	Iteration 15Q: 3 clusters Score -542470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -542471.687500 Penalty: 2516.239258
	Iteration 16Q: 3 clusters Score -542471.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -542474.687500 Penalty: 2516.239258
	Iteration 17Q: 3 clusters Score -542474.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -542474.812500 Penalty: 2516.239258
	Iteration 18Q: 3 clusters Score -542474.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -542475.125000 Penalty: 2516.239258
	Iteration 19Q: 3 clusters Score -542475.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -542475.312500 Penalty: 2516.239258
	Iteration 20F: 3 clusters Score -542475.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -542476.125000 Penalty: 2516.239258
	Iteration 21Q: 3 clusters Score -542476.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -542475.812500 Penalty: 2516.239258
	Iteration 22Q: 3 clusters Score -542475.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -542476.750000 Penalty: 2516.239258
	Iteration 23Q: 3 clusters Score -542476.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -542476.750000 Penalty: 2516.239258
	Iteration 24F: 3 clusters Score -542476.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 20450 members 
Mstep: Class 3 contains 109594 members 
Mstep: Class 4 contains 20985 members 
Mstep: Class 5 contains 50589 members 
Mstep: Class 6 contains 6208 members 
Mstep: Class 7 contains 84683 members 
Mstep: Class 8 contains 22396 members 
Mstep: Class 9 contains 476 members 
Mstep: Class 10 contains 6256 members 
Mstep: Class 11 contains 45076 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 4904 members 
Mstep: Class 14 contains 65353 members 
Mstep: Class 15 contains 12303 members 
Mstep: Class 16 contains 11671 members 
Mstep: Class 17 contains 3604 members 
Mstep: Class 18 contains 28475 members 
Mstep: Class 19 contains 9195 members 
Mstep: Class 20 contains 1096 members 
Mstep: Class 21 contains 6017 members 
Mstep: Class 22 contains 13042 members 
Mstep: Class 23 contains 19389 members 
Mstep: Class 24 contains 3206 members 
Mstep: Class 25 contains 14069 members 
Mstep: Class 26 contains 4637 members 
Mstep: Class 27 contains 58726 members 
Mstep: Class 28 contains 6620 members 
Mstep: Class 29 contains 637 members 
Mstep: Class 30 contains 21663 members 
Mstep: Class 31 contains 861 members 
Mstep: Class 32 contains 1493 members 
Entering Unmasked Estep 
Score: -80925272.000000 Penalty: 63855.019531
Splitting cluster 24 changes total score from -80901520.000000 to -80925272.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 25 (14069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Entering Unmasked Estep 
Score: -1772400.625000 Penalty: 1421.297363
	Iteration 0F: 2 clusters Score -1772401 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1763138.250000 Penalty: 2842.594727
	Iteration 0F: 3 clusters Score -1763138 nChanged 6032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1766309.500000 Penalty: 2842.594727
	Iteration 1F: 3 clusters Score -1766310 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1766588.250000 Penalty: 2842.594727
	Iteration 2F: 3 clusters Score -1766588 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1766764.875000 Penalty: 2842.594727
	Iteration 3Q: 3 clusters Score -1766765 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1766901.375000 Penalty: 2842.594727
	Iteration 4Q: 3 clusters Score -1766901 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1767004.500000 Penalty: 2842.594727
	Iteration 5Q: 3 clusters Score -1767004 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1767091.375000 Penalty: 2842.594727
	Iteration 6Q: 3 clusters Score -1767091 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1767159.875000 Penalty: 2842.594727
	Iteration 7Q: 3 clusters Score -1767160 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1767216.125000 Penalty: 2842.594727
	Iteration 8Q: 3 clusters Score -1767216 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1767273.250000 Penalty: 2842.594727
	Iteration 9Q: 3 clusters Score -1767273 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1767319.000000 Penalty: 2842.594727
	Iteration 10Q: 3 clusters Score -1767319 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1767382.000000 Penalty: 2842.594727
	Iteration 11Q: 3 clusters Score -1767382 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1767452.000000 Penalty: 2842.594727
	Iteration 12Q: 3 clusters Score -1767452 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1767526.000000 Penalty: 2842.594727
	Iteration 13Q: 3 clusters Score -1767526 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1767642.250000 Penalty: 2842.594727
	Iteration 14Q: 3 clusters Score -1767642 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1767795.750000 Penalty: 2842.594727
	Iteration 15Q: 3 clusters Score -1767796 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1767981.000000 Penalty: 2842.594727
	Iteration 16Q: 3 clusters Score -1767981 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1768221.750000 Penalty: 2842.594727
	Iteration 17Q: 3 clusters Score -1768222 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1768519.125000 Penalty: 2842.594727
	Iteration 18Q: 3 clusters Score -1768519 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1768905.000000 Penalty: 2842.594727
	Iteration 19Q: 3 clusters Score -1768905 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1769341.250000 Penalty: 2842.594727
	Iteration 20F: 3 clusters Score -1769341 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1769824.125000 Penalty: 2842.594727
	Iteration 21Q: 3 clusters Score -1769824 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1770281.125000 Penalty: 2842.594727
	Iteration 22Q: 3 clusters Score -1770281 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1770647.625000 Penalty: 2842.594727
	Iteration 23Q: 3 clusters Score -1770648 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1770865.125000 Penalty: 2842.594727
	Iteration 24Q: 3 clusters Score -1770865 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1771026.500000 Penalty: 2842.594727
	Iteration 25Q: 3 clusters Score -1771026 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1771120.625000 Penalty: 2842.594727
	Iteration 26Q: 3 clusters Score -1771121 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1771181.000000 Penalty: 2842.594727
	Iteration 27Q: 3 clusters Score -1771181 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1771226.625000 Penalty: 2842.594727
	Iteration 28Q: 3 clusters Score -1771227 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1771253.250000 Penalty: 2842.594727
	Iteration 29Q: 3 clusters Score -1771253 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1771268.750000 Penalty: 2842.594727
	Iteration 30Q: 3 clusters Score -1771269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1771274.625000 Penalty: 2842.594727
	Iteration 31Q: 3 clusters Score -1771275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1771283.500000 Penalty: 2842.594727
	Iteration 32Q: 3 clusters Score -1771284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1771284.250000 Penalty: 2842.594727
	Iteration 33Q: 3 clusters Score -1771284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1771288.250000 Penalty: 2842.594727
	Iteration 34Q: 3 clusters Score -1771288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1771291.250000 Penalty: 2842.594727
	Iteration 35Q: 3 clusters Score -1771291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1771294.625000 Penalty: 2842.594727
	Iteration 36Q: 3 clusters Score -1771295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1771298.625000 Penalty: 2842.594727
	Iteration 37Q: 3 clusters Score -1771299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1771300.375000 Penalty: 2842.594727
	Iteration 38Q: 3 clusters Score -1771300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1771300.375000 Penalty: 2842.594727
	Iteration 39F: 3 clusters Score -1771300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Entering Unmasked Estep 
Score: -544612.812500 Penalty: 1256.143311
	Iteration 0F: 2 clusters Score -544612.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -541180.812500 Penalty: 2512.286621
	Iteration 0F: 3 clusters Score -541180.8 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -542258.375000 Penalty: 2512.286621
	Iteration 1F: 3 clusters Score -542258.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -542513.812500 Penalty: 2512.286621
	Iteration 2F: 3 clusters Score -542513.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -542661.375000 Penalty: 2512.286621
	Iteration 3F: 3 clusters Score -542661.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -542761.625000 Penalty: 2512.286621
	Iteration 4Q: 3 clusters Score -542761.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -542851.312500 Penalty: 2512.286621
	Iteration 5Q: 3 clusters Score -542851.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -542923.187500 Penalty: 2512.286621
	Iteration 6Q: 3 clusters Score -542923.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -542976.062500 Penalty: 2512.286621
	Iteration 7Q: 3 clusters Score -542976.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -543025.500000 Penalty: 2512.286621
	Iteration 8Q: 3 clusters Score -543025.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -543067.000000 Penalty: 2512.286621
	Iteration 9Q: 3 clusters Score -543067 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -543103.875000 Penalty: 2512.286621
	Iteration 10Q: 3 clusters Score -543103.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -543135.812500 Penalty: 2512.286621
	Iteration 11Q: 3 clusters Score -543135.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -543167.625000 Penalty: 2512.286621
	Iteration 12Q: 3 clusters Score -543167.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -543216.312500 Penalty: 2512.286621
	Iteration 13Q: 3 clusters Score -543216.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -543271.437500 Penalty: 2512.286621
	Iteration 14Q: 3 clusters Score -543271.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -543312.000000 Penalty: 2512.286621
	Iteration 15Q: 3 clusters Score -543312 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -543345.875000 Penalty: 2512.286621
	Iteration 16Q: 3 clusters Score -543345.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -543392.687500 Penalty: 2512.286621
	Iteration 17Q: 3 clusters Score -543392.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -543443.187500 Penalty: 2512.286621
	Iteration 18Q: 3 clusters Score -543443.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -543495.312500 Penalty: 2512.286621
	Iteration 19Q: 3 clusters Score -543495.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -543571.937500 Penalty: 2512.286621
	Iteration 20F: 3 clusters Score -543571.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -543643.187500 Penalty: 2512.286621
	Iteration 21Q: 3 clusters Score -543643.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -543699.000000 Penalty: 2512.286621
	Iteration 22Q: 3 clusters Score -543699 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -543757.187500 Penalty: 2512.286621
	Iteration 23Q: 3 clusters Score -543757.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -543811.250000 Penalty: 2512.286621
	Iteration 24Q: 3 clusters Score -543811.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -543865.875000 Penalty: 2512.286621
	Iteration 25Q: 3 clusters Score -543865.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -543894.562500 Penalty: 2512.286621
	Iteration 26Q: 3 clusters Score -543894.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -543921.250000 Penalty: 2512.286621
	Iteration 27Q: 3 clusters Score -543921.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -543947.250000 Penalty: 2512.286621
	Iteration 28Q: 3 clusters Score -543947.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -543960.500000 Penalty: 2512.286621
	Iteration 29Q: 3 clusters Score -543960.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -543969.937500 Penalty: 2512.286621
	Iteration 30Q: 3 clusters Score -543969.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -543976.750000 Penalty: 2512.286621
	Iteration 31Q: 3 clusters Score -543976.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -543981.937500 Penalty: 2512.286621
	Iteration 32Q: 3 clusters Score -543981.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -543989.000000 Penalty: 2512.286621
	Iteration 33Q: 3 clusters Score -543989 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -543992.687500 Penalty: 2512.286621
	Iteration 34Q: 3 clusters Score -543992.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -543994.875000 Penalty: 2512.286621
	Iteration 35Q: 3 clusters Score -543994.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -543997.812500 Penalty: 2512.286621
	Iteration 36Q: 3 clusters Score -543997.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -543998.875000 Penalty: 2512.286621
	Iteration 37Q: 3 clusters Score -543998.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -544001.625000 Penalty: 2512.286621
	Iteration 38Q: 3 clusters Score -544001.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -544002.687500 Penalty: 2512.286621
	Iteration 39Q: 3 clusters Score -544002.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -544007.500000 Penalty: 2512.286621
	Iteration 40F: 3 clusters Score -544007.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -544011.187500 Penalty: 2512.286621
	Iteration 41Q: 3 clusters Score -544011.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -544011.000000 Penalty: 2512.286621
	Iteration 42Q: 3 clusters Score -544011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -544012.250000 Penalty: 2512.286621
	Iteration 43Q: 3 clusters Score -544012.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -544016.000000 Penalty: 2512.286621
	Iteration 44Q: 3 clusters Score -544016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -544017.562500 Penalty: 2512.286621
	Iteration 45Q: 3 clusters Score -544017.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -544020.250000 Penalty: 2512.286621
	Iteration 46Q: 3 clusters Score -544020.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -544022.062500 Penalty: 2512.286621
	Iteration 47Q: 3 clusters Score -544022.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -544025.187500 Penalty: 2512.286621
	Iteration 48Q: 3 clusters Score -544025.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -544028.812500 Penalty: 2512.286621
	Iteration 49Q: 3 clusters Score -544028.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -544030.750000 Penalty: 2512.286621
	Iteration 50Q: 3 clusters Score -544030.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -544033.812500 Penalty: 2512.286621
	Iteration 51Q: 3 clusters Score -544033.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -544037.250000 Penalty: 2512.286621
	Iteration 52Q: 3 clusters Score -544037.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -544040.000000 Penalty: 2512.286621
	Iteration 53Q: 3 clusters Score -544040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -544042.500000 Penalty: 2512.286621
	Iteration 54Q: 3 clusters Score -544042.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -544044.312500 Penalty: 2512.286621
	Iteration 55Q: 3 clusters Score -544044.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -544047.125000 Penalty: 2512.286621
	Iteration 56Q: 3 clusters Score -544047.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -544053.125000 Penalty: 2512.286621
	Iteration 57Q: 3 clusters Score -544053.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -544059.187500 Penalty: 2512.286621
	Iteration 58Q: 3 clusters Score -544059.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -544065.375000 Penalty: 2512.286621
	Iteration 59Q: 3 clusters Score -544065.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -544070.875000 Penalty: 2512.286621
	Iteration 60F: 3 clusters Score -544070.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -544076.812500 Penalty: 2512.286621
	Iteration 61Q: 3 clusters Score -544076.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -544081.875000 Penalty: 2512.286621
	Iteration 62Q: 3 clusters Score -544081.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -544084.000000 Penalty: 2512.286621
	Iteration 63Q: 3 clusters Score -544084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -544088.312500 Penalty: 2512.286621
	Iteration 64Q: 3 clusters Score -544088.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -544091.250000 Penalty: 2512.286621
	Iteration 65Q: 3 clusters Score -544091.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -544096.687500 Penalty: 2512.286621
	Iteration 66Q: 3 clusters Score -544096.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -544101.000000 Penalty: 2512.286621
	Iteration 67Q: 3 clusters Score -544101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -544103.875000 Penalty: 2512.286621
	Iteration 68Q: 3 clusters Score -544103.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -544105.562500 Penalty: 2512.286621
	Iteration 69Q: 3 clusters Score -544105.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -544107.062500 Penalty: 2512.286621
	Iteration 70Q: 3 clusters Score -544107.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -544107.937500 Penalty: 2512.286621
	Iteration 71Q: 3 clusters Score -544107.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -544107.937500 Penalty: 2512.286621
	Iteration 72F: 3 clusters Score -544107.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (58726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58726 members 
Entering Unmasked Estep 
Score: -7110506.000000 Penalty: 1633.918945
	Iteration 0F: 2 clusters Score -7110506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29414 members 
Mstep: Class 2 contains 29312 members 
Entering Unmasked Estep 
Score: -7073331.000000 Penalty: 3267.837891
	Iteration 0F: 3 clusters Score -7073331 nChanged 27344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28896 members 
Mstep: Class 2 contains 29830 members 
Entering Unmasked Estep 
Score: -7088477.000000 Penalty: 3267.837891
	Iteration 1F: 3 clusters Score -7088477 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28500 members 
Mstep: Class 2 contains 30226 members 
Entering Unmasked Estep 
Score: -7089182.500000 Penalty: 3267.837891
	Iteration 2Q: 3 clusters Score -7089182 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27956 members 
Mstep: Class 2 contains 30770 members 
Entering Unmasked Estep 
Score: -7089861.500000 Penalty: 3267.837891
	Iteration 3Q: 3 clusters Score -7089862 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27299 members 
Mstep: Class 2 contains 31427 members 
Entering Unmasked Estep 
Score: -7090582.000000 Penalty: 3267.837891
	Iteration 4Q: 3 clusters Score -7090582 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26417 members 
Mstep: Class 2 contains 32309 members 
Entering Unmasked Estep 
Score: -7091402.500000 Penalty: 3267.837891
	Iteration 5Q: 3 clusters Score -7091402 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25351 members 
Mstep: Class 2 contains 33375 members 
Entering Unmasked Estep 
Score: -7092328.500000 Penalty: 3267.837891
	Iteration 6Q: 3 clusters Score -7092328 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23896 members 
Mstep: Class 2 contains 34830 members 
Entering Unmasked Estep 
Score: -7093429.000000 Penalty: 3267.837891
	Iteration 7Q: 3 clusters Score -7093429 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 36777 members 
Entering Unmasked Estep 
Score: -7094974.500000 Penalty: 3267.837891
	Iteration 8Q: 3 clusters Score -7094974 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 39144 members 
Entering Unmasked Estep 
Score: -7096832.500000 Penalty: 3267.837891
	Iteration 9F: 3 clusters Score -7096832 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 41788 members 
Entering Unmasked Estep 
Score: -7098766.000000 Penalty: 3267.837891
	Iteration 10F: 3 clusters Score -7098766 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 44541 members 
Entering Unmasked Estep 
Score: -7100836.500000 Penalty: 3267.837891
	Iteration 11F: 3 clusters Score -7100836 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 47172 members 
Entering Unmasked Estep 
Score: -7102883.500000 Penalty: 3267.837891
	Iteration 12Q: 3 clusters Score -7102884 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 49477 members 
Entering Unmasked Estep 
Score: -7104689.000000 Penalty: 3267.837891
	Iteration 13Q: 3 clusters Score -7104689 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 51240 members 
Entering Unmasked Estep 
Score: -7106033.000000 Penalty: 3267.837891
	Iteration 14Q: 3 clusters Score -7106033 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 52538 members 
Entering Unmasked Estep 
Score: -7106907.500000 Penalty: 3267.837891
	Iteration 15Q: 3 clusters Score -7106908 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 53499 members 
Entering Unmasked Estep 
Score: -7107413.000000 Penalty: 3267.837891
	Iteration 16Q: 3 clusters Score -7107413 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 54263 members 
Entering Unmasked Estep 
Score: -7107826.500000 Penalty: 3267.837891
	Iteration 17Q: 3 clusters Score -7107826 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 54891 members 
Entering Unmasked Estep 
Score: -7108131.000000 Penalty: 3267.837891
	Iteration 18Q: 3 clusters Score -7108131 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 55379 members 
Entering Unmasked Estep 
Score: -7108336.000000 Penalty: 3267.837891
	Iteration 19Q: 3 clusters Score -7108336 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 55804 members 
Entering Unmasked Estep 
Score: -7108534.500000 Penalty: 3267.837891
	Iteration 20F: 3 clusters Score -7108534 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 56143 members 
Entering Unmasked Estep 
Score: -7108723.000000 Penalty: 3267.837891
	Iteration 21Q: 3 clusters Score -7108723 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 56408 members 
Entering Unmasked Estep 
Score: -7108827.000000 Penalty: 3267.837891
	Iteration 22Q: 3 clusters Score -7108827 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 56636 members 
Entering Unmasked Estep 
Score: -7108948.500000 Penalty: 3267.837891
	Iteration 23Q: 3 clusters Score -7108948 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 56814 members 
Entering Unmasked Estep 
Score: -7109047.500000 Penalty: 3267.837891
	Iteration 24Q: 3 clusters Score -7109048 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 56935 members 
Entering Unmasked Estep 
Score: -7109097.500000 Penalty: 3267.837891
	Iteration 25Q: 3 clusters Score -7109098 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 57029 members 
Entering Unmasked Estep 
Score: -7109137.500000 Penalty: 3267.837891
	Iteration 26Q: 3 clusters Score -7109138 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 57114 members 
Entering Unmasked Estep 
Score: -7109156.500000 Penalty: 3267.837891
	Iteration 27Q: 3 clusters Score -7109156 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 57175 members 
Entering Unmasked Estep 
Score: -7109170.500000 Penalty: 3267.837891
	Iteration 28Q: 3 clusters Score -7109170 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 57228 members 
Entering Unmasked Estep 
Score: -7109212.000000 Penalty: 3267.837891
	Iteration 29Q: 3 clusters Score -7109212 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 57273 members 
Entering Unmasked Estep 
Score: -7109220.500000 Penalty: 3267.837891
	Iteration 30Q: 3 clusters Score -7109220 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 57308 members 
Entering Unmasked Estep 
Score: -7109227.000000 Penalty: 3267.837891
	Iteration 31Q: 3 clusters Score -7109227 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 57336 members 
Entering Unmasked Estep 
Score: -7109246.500000 Penalty: 3267.837891
	Iteration 32Q: 3 clusters Score -7109246 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 57365 members 
Entering Unmasked Estep 
Score: -7109271.000000 Penalty: 3267.837891
	Iteration 33Q: 3 clusters Score -7109271 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 57389 members 
Entering Unmasked Estep 
Score: -7109273.500000 Penalty: 3267.837891
	Iteration 34Q: 3 clusters Score -7109274 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 57411 members 
Entering Unmasked Estep 
Score: -7109300.000000 Penalty: 3267.837891
	Iteration 35Q: 3 clusters Score -7109300 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 57433 members 
Entering Unmasked Estep 
Score: -7109294.500000 Penalty: 3267.837891
	Iteration 36Q: 3 clusters Score -7109294 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 57456 members 
Entering Unmasked Estep 
Score: -7109309.500000 Penalty: 3267.837891
	Iteration 37Q: 3 clusters Score -7109310 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 57476 members 
Entering Unmasked Estep 
Score: -7109325.000000 Penalty: 3267.837891
	Iteration 38Q: 3 clusters Score -7109325 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 57495 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -7109326 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 57514 members 
Entering Unmasked Estep 
Score: -7109335.000000 Penalty: 3267.837891
	Iteration 40F: 3 clusters Score -7109335 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 57534 members 
Entering Unmasked Estep 
Score: -7109336.000000 Penalty: 3267.837891
	Iteration 41Q: 3 clusters Score -7109336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 57538 members 
Entering Unmasked Estep 
Score: -7109343.000000 Penalty: 3267.837891
	Iteration 42Q: 3 clusters Score -7109343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 57544 members 
Entering Unmasked Estep 
Score: -7109345.500000 Penalty: 3267.837891
	Iteration 43Q: 3 clusters Score -7109346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 57547 members 
Entering Unmasked Estep 
Score: -7109339.500000 Penalty: 3267.837891
	Iteration 44Q: 3 clusters Score -7109340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 57552 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -7109350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 57553 members 
Entering Unmasked Estep 
Score: -7109352.000000 Penalty: 3267.837891
	Iteration 46Q: 3 clusters Score -7109352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 57553 members 
Entering Unmasked Estep 
Score: -7109346.000000 Penalty: 3267.837891
	Iteration 47Q: 3 clusters Score -7109346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 57555 members 
Entering Unmasked Estep 
Score: -7109353.000000 Penalty: 3267.837891
	Iteration 48Q: 3 clusters Score -7109353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 57556 members 
Entering Unmasked Estep 
Score: -7109350.500000 Penalty: 3267.837891
	Iteration 49Q: 3 clusters Score -7109350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 57558 members 
Entering Unmasked Estep 
Score: -7109352.000000 Penalty: 3267.837891
	Iteration 50Q: 3 clusters Score -7109352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 57559 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7109354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 57559 members 
Entering Unmasked Estep 
Score: -7109353.500000 Penalty: 3267.837891
	Iteration 52F: 3 clusters Score -7109354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 20450 members 
Mstep: Class 3 contains 109594 members 
Mstep: Class 4 contains 20985 members 
Mstep: Class 5 contains 50589 members 
Mstep: Class 6 contains 6208 members 
Mstep: Class 8 contains 22396 members 
Mstep: Class 9 contains 476 members 
Mstep: Class 10 contains 6256 members 
Mstep: Class 11 contains 45076 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 4904 members 
Mstep: Class 14 contains 65353 members 
Mstep: Class 15 contains 12303 members 
Mstep: Class 16 contains 11671 members 
Mstep: Class 17 contains 3604 members 
Mstep: Class 18 contains 28475 members 
Mstep: Class 19 contains 9195 members 
Mstep: Class 20 contains 1096 members 
Mstep: Class 21 contains 6017 members 
Mstep: Class 22 contains 13042 members 
Mstep: Class 23 contains 19389 members 
Mstep: Class 24 contains 3206 members 
Mstep: Class 25 contains 14069 members 
Mstep: Class 26 contains 4637 members 
Mstep: Class 27 contains 58726 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 79Q: 33 clusters Score -8.092886e+07 nChanged 6814
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 20493 members 
Mstep: Class 3 contains 109977 members 
Mstep: Class 4 contains 21520 members 
Mstep: Class 5 contains 50623 members 
Mstep: Class 6 contains 6407 members 
Mstep: Class 7 contains 83226 members 
Mstep: Class 8 contains 22410 members 
Mstep: Class 9 contains 483 members 
Mstep: Class 10 contains 6277 members 
Mstep: Class 11 contains 44785 members 
Mstep: Class 12 contains 1993 members 
Mstep: Class 13 contains 5184 members 
Mstep: Class 14 contains 65465 members 
Mstep: Class 15 contains 12354 members 
Mstep: Class 16 contains 11686 members 
Mstep: Class 17 contains 3611 members 
Mstep: Class 18 contains 28522 members 
Mstep: Class 19 contains 9105 members 
Mstep: Class 20 contains 1091 members 
Mstep: Class 21 contains 6063 members 
Mstep: Class 22 contains 13076 members 
Mstep: Class 23 contains 19460 members 
Mstep: Class 24 contains 3350 members 
Mstep: Class 25 contains 14077 members 
Mstep: Class 26 contains 4719 members 
Mstep: Class 27 contains 58621 members 
Mstep: Class 28 contains 6442 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 21140 members 
Mstep: Class 31 contains 862 members 
Mstep: Class 32 contains 1417 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 80F: 33 clusters Score -8.093194e+07 nChanged 6828
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 20467 members 
Mstep: Class 3 contains 109007 members 
Mstep: Class 4 contains 21795 members 
Mstep: Class 5 contains 50600 members 
Mstep: Class 6 contains 6369 members 
Mstep: Class 7 contains 84889 members 
Mstep: Class 8 contains 22398 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 6268 members 
Mstep: Class 11 contains 44442 members 
Mstep: Class 12 contains 1939 members 
Mstep: Class 13 contains 5269 members 
Mstep: Class 14 contains 65412 members 
Mstep: Class 15 contains 12089 members 
Mstep: Class 16 contains 11685 members 
Mstep: Class 17 contains 3596 members 
Mstep: Class 18 contains 28344 members 
Mstep: Class 19 contains 9075 members 
Mstep: Class 20 contains 1087 members 
Mstep: Class 21 contains 6042 members 
Mstep: Class 22 contains 13105 members 
Mstep: Class 23 contains 19474 members 
Mstep: Class 24 contains 3459 members 
Mstep: Class 25 contains 14075 members 
Mstep: Class 26 contains 4740 members 
Mstep: Class 27 contains 57310 members 
Mstep: Class 28 contains 6743 members 
Mstep: Class 29 contains 635 members 
Mstep: Class 30 contains 21579 members 
Mstep: Class 31 contains 887 members 
Mstep: Class 32 contains 1506 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 81Q: 33 clusters Score -8.093276e+07 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 20410 members 
Mstep: Class 3 contains 108227 members 
Mstep: Class 4 contains 21999 members 
Mstep: Class 5 contains 50586 members 
Mstep: Class 6 contains 6355 members 
Mstep: Class 7 contains 86117 members 
Mstep: Class 8 contains 22397 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 6268 members 
Mstep: Class 11 contains 44185 members 
Mstep: Class 12 contains 1947 members 
Mstep: Class 13 contains 5331 members 
Mstep: Class 14 contains 65380 members 
Mstep: Class 15 contains 11929 members 
Mstep: Class 16 contains 11688 members 
Mstep: Class 17 contains 3590 members 
Mstep: Class 18 contains 28226 members 
Mstep: Class 19 contains 9069 members 
Mstep: Class 20 contains 1086 members 
Mstep: Class 21 contains 6032 members 
Mstep: Class 22 contains 13121 members 
Mstep: Class 23 contains 19467 members 
Mstep: Class 24 contains 3535 members 
Mstep: Class 25 contains 14072 members 
Mstep: Class 26 contains 4753 members 
Mstep: Class 27 contains 56331 members 
Mstep: Class 28 contains 6964 members 
Mstep: Class 29 contains 636 members 
Mstep: Class 30 contains 21795 members 
Mstep: Class 31 contains 898 members 
Mstep: Class 32 contains 1542 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 82Q: 33 clusters Score -8.093302e+07 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 20361 members 
Mstep: Class 3 contains 107529 members 
Mstep: Class 4 contains 22133 members 
Mstep: Class 5 contains 50565 members 
Mstep: Class 6 contains 6361 members 
Mstep: Class 7 contains 87074 members 
Mstep: Class 8 contains 22393 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 6269 members 
Mstep: Class 11 contains 43956 members 
Mstep: Class 12 contains 1965 members 
Mstep: Class 13 contains 5373 members 
Mstep: Class 14 contains 65369 members 
Mstep: Class 15 contains 11837 members 
Mstep: Class 16 contains 11685 members 
Mstep: Class 17 contains 3591 members 
Mstep: Class 18 contains 28163 members 
Mstep: Class 19 contains 9065 members 
Mstep: Class 20 contains 1087 members 
Mstep: Class 21 contains 6026 members 
Mstep: Class 22 contains 13133 members 
Mstep: Class 23 contains 19464 members 
Mstep: Class 24 contains 3597 members 
Mstep: Class 25 contains 14072 members 
Mstep: Class 26 contains 4781 members 
Mstep: Class 27 contains 55538 members 
Mstep: Class 28 contains 7157 members 
Mstep: Class 29 contains 636 members 
Mstep: Class 30 contains 21920 members 
Mstep: Class 31 contains 902 members 
Mstep: Class 32 contains 1553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80933536.000000 Penalty: 63855.019531
Iteration 83Q: 33 clusters Score -8.093354e+07 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 20309 members 
Mstep: Class 3 contains 106927 members 
Mstep: Class 4 contains 22289 members 
Mstep: Class 5 contains 50552 members 
Mstep: Class 6 contains 6355 members 
Mstep: Class 7 contains 87816 members 
Mstep: Class 8 contains 22392 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 6266 members 
Mstep: Class 11 contains 43755 members 
Mstep: Class 12 contains 1985 members 
Mstep: Class 13 contains 5407 members 
Mstep: Class 14 contains 65341 members 
Mstep: Class 15 contains 11771 members 
Mstep: Class 16 contains 11687 members 
Mstep: Class 17 contains 3593 members 
Mstep: Class 18 contains 28116 members 
Mstep: Class 19 contains 9063 members 
Mstep: Class 20 contains 1087 members 
Mstep: Class 21 contains 6039 members 
Mstep: Class 22 contains 13150 members 
Mstep: Class 23 contains 19456 members 
Mstep: Class 24 contains 3638 members 
Mstep: Class 25 contains 14075 members 
Mstep: Class 26 contains 4802 members 
Mstep: Class 27 contains 54786 members 
Mstep: Class 28 contains 7344 members 
Mstep: Class 29 contains 636 members 
Mstep: Class 30 contains 22004 members 
Mstep: Class 31 contains 904 members 
Mstep: Class 32 contains 1564 members 
Entering Unmasked Estep 
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Iteration 84Q: 33 clusters Score -8.093411e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 20274 members 
Mstep: Class 3 contains 106446 members 
Mstep: Class 4 contains 22454 members 
Mstep: Class 5 contains 50532 members 
Mstep: Class 6 contains 6353 members 
Mstep: Class 7 contains 88321 members 
Mstep: Class 8 contains 22393 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 6265 members 
Mstep: Class 11 contains 43597 members 
Mstep: Class 12 contains 1998 members 
Mstep: Class 13 contains 5423 members 
Mstep: Class 14 contains 65325 members 
Mstep: Class 15 contains 11722 members 
Mstep: Class 16 contains 11687 members 
Mstep: Class 17 contains 3595 members 
Mstep: Class 18 contains 28082 members 
Mstep: Class 19 contains 9064 members 
Mstep: Class 20 contains 1087 members 
Mstep: Class 21 contains 6051 members 
Mstep: Class 22 contains 13176 members 
Mstep: Class 23 contains 19457 members 
Mstep: Class 24 contains 3673 members 
Mstep: Class 25 contains 14079 members 
Mstep: Class 26 contains 4841 members 
Mstep: Class 27 contains 54125 members 
Mstep: Class 28 contains 7505 members 
Mstep: Class 29 contains 636 members 
Mstep: Class 30 contains 22057 members 
Mstep: Class 31 contains 905 members 
Mstep: Class 32 contains 1574 members 
Entering Unmasked Estep 
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Iteration 85Q: 33 clusters Score -8.093413e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 20231 members 
Mstep: Class 3 contains 106072 members 
Mstep: Class 4 contains 22655 members 
Mstep: Class 5 contains 50520 members 
Mstep: Class 6 contains 6344 members 
Mstep: Class 7 contains 88685 members 
Mstep: Class 8 contains 22394 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 6267 members 
Mstep: Class 11 contains 43429 members 
Mstep: Class 12 contains 2011 members 
Mstep: Class 13 contains 5438 members 
Mstep: Class 14 contains 65318 members 
Mstep: Class 15 contains 11678 members 
Mstep: Class 16 contains 11686 members 
Mstep: Class 17 contains 3598 members 
Mstep: Class 18 contains 28049 members 
Mstep: Class 19 contains 9069 members 
Mstep: Class 20 contains 1087 members 
Mstep: Class 21 contains 6055 members 
Mstep: Class 22 contains 13205 members 
Mstep: Class 23 contains 19456 members 
Mstep: Class 24 contains 3705 members 
Mstep: Class 25 contains 14081 members 
Mstep: Class 26 contains 4885 members 
Mstep: Class 27 contains 53495 members 
Mstep: Class 28 contains 7642 members 
Mstep: Class 29 contains 636 members 
Mstep: Class 30 contains 22091 members 
Mstep: Class 31 contains 905 members 
Mstep: Class 32 contains 1578 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 86Q: 33 clusters Score -8.09345e+07 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 20169 members 
Mstep: Class 3 contains 105765 members 
Mstep: Class 4 contains 22888 members 
Mstep: Class 5 contains 50521 members 
Mstep: Class 6 contains 6328 members 
Mstep: Class 7 contains 88956 members 
Mstep: Class 8 contains 22394 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 6262 members 
Mstep: Class 11 contains 43254 members 
Mstep: Class 12 contains 2025 members 
Mstep: Class 13 contains 5457 members 
Mstep: Class 14 contains 65318 members 
Mstep: Class 15 contains 11635 members 
Mstep: Class 16 contains 11686 members 
Mstep: Class 17 contains 3601 members 
Mstep: Class 18 contains 28020 members 
Mstep: Class 19 contains 9077 members 
Mstep: Class 20 contains 1087 members 
Mstep: Class 21 contains 6074 members 
Mstep: Class 22 contains 13235 members 
Mstep: Class 23 contains 19455 members 
Mstep: Class 24 contains 3730 members 
Mstep: Class 25 contains 14085 members 
Mstep: Class 26 contains 4909 members 
Mstep: Class 27 contains 52882 members 
Mstep: Class 28 contains 7771 members 
Mstep: Class 29 contains 636 members 
Mstep: Class 30 contains 22120 members 
Mstep: Class 31 contains 905 members 
Mstep: Class 32 contains 1587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80934840.000000 Penalty: 63855.019531
Iteration 87Q: 33 clusters Score -8.093484e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 20106 members 
Mstep: Class 3 contains 105452 members 
Mstep: Class 4 contains 23111 members 
Mstep: Class 5 contains 50521 members 
Mstep: Class 6 contains 6307 members 
Mstep: Class 7 contains 89164 members 
Mstep: Class 8 contains 22395 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 6266 members 
Mstep: Class 11 contains 43095 members 
Mstep: Class 12 contains 2034 members 
Mstep: Class 13 contains 5475 members 
Mstep: Class 14 contains 65313 members 
Mstep: Class 15 contains 11608 members 
Mstep: Class 16 contains 11689 members 
Mstep: Class 17 contains 3604 members 
Mstep: Class 18 contains 28009 members 
Mstep: Class 19 contains 9083 members 
Mstep: Class 20 contains 1087 members 
Mstep: Class 21 contains 6086 members 
Mstep: Class 22 contains 13266 members 
Mstep: Class 23 contains 19457 members 
Mstep: Class 24 contains 3746 members 
Mstep: Class 25 contains 14089 members 
Mstep: Class 26 contains 4944 members 
Mstep: Class 27 contains 52318 members 
Mstep: Class 28 contains 7901 members 
Mstep: Class 29 contains 636 members 
Mstep: Class 30 contains 22137 members 
Mstep: Class 31 contains 906 members 
Mstep: Class 32 contains 1594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80934864.000000 Penalty: 63855.019531
Iteration 88Q: 33 clusters Score -8.093486e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 20026 members 
Mstep: Class 3 contains 105172 members 
Mstep: Class 4 contains 23363 members 
Mstep: Class 5 contains 50532 members 
Mstep: Class 6 contains 6283 members 
Mstep: Class 7 contains 89285 members 
Mstep: Class 8 contains 22395 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 6272 members 
Mstep: Class 11 contains 42973 members 
Mstep: Class 12 contains 2045 members 
Mstep: Class 13 contains 5488 members 
Mstep: Class 14 contains 65319 members 
Mstep: Class 15 contains 11581 members 
Mstep: Class 16 contains 11688 members 
Mstep: Class 17 contains 3607 members 
Mstep: Class 18 contains 27997 members 
Mstep: Class 19 contains 9086 members 
Mstep: Class 20 contains 1087 members 
Mstep: Class 21 contains 6105 members 
Mstep: Class 22 contains 13285 members 
Mstep: Class 23 contains 19460 members 
Mstep: Class 24 contains 3766 members 
Mstep: Class 25 contains 14093 members 
Mstep: Class 26 contains 4981 members 
Mstep: Class 27 contains 51781 members 
Mstep: Class 28 contains 8009 members 
Mstep: Class 29 contains 636 members 
Mstep: Class 30 contains 22151 members 
Mstep: Class 31 contains 906 members 
Mstep: Class 32 contains 1599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80935192.000000 Penalty: 63855.019531
Iteration 89Q: 33 clusters Score -8.093519e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 19945 members 
Mstep: Class 3 contains 104927 members 
Mstep: Class 4 contains 23626 members 
Mstep: Class 5 contains 50534 members 
Mstep: Class 6 contains 6263 members 
Mstep: Class 7 contains 89341 members 
Mstep: Class 8 contains 22395 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 6278 members 
Mstep: Class 11 contains 42834 members 
Mstep: Class 12 contains 2056 members 
Mstep: Class 13 contains 5501 members 
Mstep: Class 14 contains 65329 members 
Mstep: Class 15 contains 11565 members 
Mstep: Class 16 contains 11690 members 
Mstep: Class 17 contains 3608 members 
Mstep: Class 18 contains 27988 members 
Mstep: Class 19 contains 9081 members 
Mstep: Class 20 contains 1087 members 
Mstep: Class 21 contains 6113 members 
Mstep: Class 22 contains 13317 members 
Mstep: Class 23 contains 19459 members 
Mstep: Class 24 contains 3782 members 
Mstep: Class 25 contains 14095 members 
Mstep: Class 26 contains 5011 members 
Mstep: Class 27 contains 51244 members 
Mstep: Class 28 contains 8126 members 
Mstep: Class 29 contains 636 members 
Mstep: Class 30 contains 22155 members 
Mstep: Class 31 contains 906 members 
Mstep: Class 32 contains 1600 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 90Q: 33 clusters Score -8.09358e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 19873 members 
Mstep: Class 3 contains 104683 members 
Mstep: Class 4 contains 23854 members 
Mstep: Class 5 contains 50530 members 
Mstep: Class 6 contains 6248 members 
Mstep: Class 7 contains 89382 members 
Mstep: Class 8 contains 22396 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 6278 members 
Mstep: Class 11 contains 42716 members 
Mstep: Class 12 contains 2072 members 
Mstep: Class 13 contains 5516 members 
Mstep: Class 14 contains 65326 members 
Mstep: Class 15 contains 11554 members 
Mstep: Class 16 contains 11696 members 
Mstep: Class 17 contains 3608 members 
Mstep: Class 18 contains 27973 members 
Mstep: Class 19 contains 9085 members 
Mstep: Class 20 contains 1087 members 
Mstep: Class 21 contains 6120 members 
Mstep: Class 22 contains 13347 members 
Mstep: Class 23 contains 19464 members 
Mstep: Class 24 contains 3798 members 
Mstep: Class 25 contains 14094 members 
Mstep: Class 26 contains 5053 members 
Mstep: Class 27 contains 50714 members 
Mstep: Class 28 contains 8243 members 
Mstep: Class 29 contains 636 members 
Mstep: Class 30 contains 22157 members 
Mstep: Class 31 contains 907 members 
Mstep: Class 32 contains 1601 members 
Entering Unmasked Estep 
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Iteration 91Q: 33 clusters Score -8.093615e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 19810 members 
Mstep: Class 3 contains 104496 members 
Mstep: Class 4 contains 24097 members 
Mstep: Class 5 contains 50525 members 
Mstep: Class 6 contains 6247 members 
Mstep: Class 7 contains 89354 members 
Mstep: Class 8 contains 22397 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 6279 members 
Mstep: Class 11 contains 42587 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 5527 members 
Mstep: Class 14 contains 65325 members 
Mstep: Class 15 contains 11550 members 
Mstep: Class 16 contains 11696 members 
Mstep: Class 17 contains 3613 members 
Mstep: Class 18 contains 27955 members 
Mstep: Class 19 contains 9093 members 
Mstep: Class 20 contains 1087 members 
Mstep: Class 21 contains 6131 members 
Mstep: Class 22 contains 13365 members 
Mstep: Class 23 contains 19464 members 
Mstep: Class 24 contains 3803 members 
Mstep: Class 25 contains 14095 members 
Mstep: Class 26 contains 5085 members 
Mstep: Class 27 contains 50173 members 
Mstep: Class 28 contains 8366 members 
Mstep: Class 29 contains 636 members 
Mstep: Class 30 contains 22158 members 
Mstep: Class 31 contains 907 members 
Mstep: Class 32 contains 1604 members 
Entering Unmasked Estep 
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Iteration 92Q: 33 clusters Score -8.093632e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 19739 members 
Mstep: Class 3 contains 104306 members 
Mstep: Class 4 contains 24295 members 
Mstep: Class 5 contains 50541 members 
Mstep: Class 6 contains 6249 members 
Mstep: Class 7 contains 89348 members 
Mstep: Class 8 contains 22397 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 6279 members 
Mstep: Class 11 contains 42456 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 5536 members 
Mstep: Class 14 contains 65318 members 
Mstep: Class 15 contains 11544 members 
Mstep: Class 16 contains 11696 members 
Mstep: Class 17 contains 3615 members 
Mstep: Class 18 contains 27945 members 
Mstep: Class 19 contains 9112 members 
Mstep: Class 20 contains 1087 members 
Mstep: Class 21 contains 6148 members 
Mstep: Class 22 contains 13381 members 
Mstep: Class 23 contains 19464 members 
Mstep: Class 24 contains 3798 members 
Mstep: Class 25 contains 14100 members 
Mstep: Class 26 contains 5121 members 
Mstep: Class 27 contains 49668 members 
Mstep: Class 28 contains 8505 members 
Mstep: Class 29 contains 636 members 
Mstep: Class 30 contains 22162 members 
Mstep: Class 31 contains 907 members 
Mstep: Class 32 contains 1607 members 
Entering Unmasked Estep 
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Iteration 93Q: 33 clusters Score -8.093654e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 19670 members 
Mstep: Class 3 contains 104147 members 
Mstep: Class 4 contains 24509 members 
Mstep: Class 5 contains 50568 members 
Mstep: Class 6 contains 6230 members 
Mstep: Class 7 contains 89254 members 
Mstep: Class 8 contains 22397 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 6278 members 
Mstep: Class 11 contains 42332 members 
Mstep: Class 12 contains 2087 members 
Mstep: Class 13 contains 5545 members 
Mstep: Class 14 contains 65319 members 
Mstep: Class 15 contains 11536 members 
Mstep: Class 16 contains 11698 members 
Mstep: Class 17 contains 3618 members 
Mstep: Class 18 contains 27929 members 
Mstep: Class 19 contains 9125 members 
Mstep: Class 20 contains 1087 members 
Mstep: Class 21 contains 6157 members 
Mstep: Class 22 contains 13403 members 
Mstep: Class 23 contains 19469 members 
Mstep: Class 24 contains 3797 members 
Mstep: Class 25 contains 14103 members 
Mstep: Class 26 contains 5156 members 
Mstep: Class 27 contains 49200 members 
Mstep: Class 28 contains 8620 members 
Mstep: Class 29 contains 636 members 
Mstep: Class 30 contains 22165 members 
Mstep: Class 31 contains 907 members 
Mstep: Class 32 contains 1609 members 
Entering Unmasked Estep 
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Iteration 94Q: 33 clusters Score -8.093696e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 19612 members 
Mstep: Class 3 contains 103981 members 
Mstep: Class 4 contains 24721 members 
Mstep: Class 5 contains 50582 members 
Mstep: Class 6 contains 6227 members 
Mstep: Class 7 contains 89171 members 
Mstep: Class 8 contains 22399 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 6276 members 
Mstep: Class 11 contains 42216 members 
Mstep: Class 12 contains 2100 members 
Mstep: Class 13 contains 5548 members 
Mstep: Class 14 contains 65322 members 
Mstep: Class 15 contains 11529 members 
Mstep: Class 16 contains 11700 members 
Mstep: Class 17 contains 3616 members 
Mstep: Class 18 contains 27917 members 
Mstep: Class 19 contains 9139 members 
Mstep: Class 20 contains 1087 members 
Mstep: Class 21 contains 6165 members 
Mstep: Class 22 contains 13429 members 
Mstep: Class 23 contains 19469 members 
Mstep: Class 24 contains 3796 members 
Mstep: Class 25 contains 14104 members 
Mstep: Class 26 contains 5195 members 
Mstep: Class 27 contains 48664 members 
Mstep: Class 28 contains 8721 members 
Mstep: Class 29 contains 636 members 
Mstep: Class 30 contains 22170 members 
Mstep: Class 31 contains 907 members 
Mstep: Class 32 contains 1614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80937168.000000 Penalty: 63855.019531
Iteration 95Q: 33 clusters Score -8.093717e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 19543 members 
Mstep: Class 3 contains 103837 members 
Mstep: Class 4 contains 24940 members 
Mstep: Class 5 contains 50594 members 
Mstep: Class 6 contains 6238 members 
Mstep: Class 7 contains 88997 members 
Mstep: Class 8 contains 22400 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 6271 members 
Mstep: Class 11 contains 42117 members 
Mstep: Class 12 contains 2111 members 
Mstep: Class 13 contains 5554 members 
Mstep: Class 14 contains 65316 members 
Mstep: Class 15 contains 11528 members 
Mstep: Class 16 contains 11706 members 
Mstep: Class 17 contains 3620 members 
Mstep: Class 18 contains 27906 members 
Mstep: Class 19 contains 9143 members 
Mstep: Class 20 contains 1087 members 
Mstep: Class 21 contains 6178 members 
Mstep: Class 22 contains 13457 members 
Mstep: Class 23 contains 19470 members 
Mstep: Class 24 contains 3792 members 
Mstep: Class 25 contains 14106 members 
Mstep: Class 26 contains 5235 members 
Mstep: Class 27 contains 48142 members 
Mstep: Class 28 contains 8813 members 
Mstep: Class 29 contains 636 members 
Mstep: Class 30 contains 22174 members 
Mstep: Class 31 contains 908 members 
Mstep: Class 32 contains 1616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80937528.000000 Penalty: 63855.019531
Iteration 96Q: 33 clusters Score -8.093753e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 19470 members 
Mstep: Class 3 contains 103688 members 
Mstep: Class 4 contains 25177 members 
Mstep: Class 5 contains 50607 members 
Mstep: Class 6 contains 6249 members 
Mstep: Class 7 contains 88804 members 
Mstep: Class 8 contains 22402 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 6273 members 
Mstep: Class 11 contains 41992 members 
Mstep: Class 12 contains 2114 members 
Mstep: Class 13 contains 5561 members 
Mstep: Class 14 contains 65317 members 
Mstep: Class 15 contains 11522 members 
Mstep: Class 16 contains 11706 members 
Mstep: Class 17 contains 3623 members 
Mstep: Class 18 contains 27904 members 
Mstep: Class 19 contains 9153 members 
Mstep: Class 20 contains 1087 members 
Mstep: Class 21 contains 6192 members 
Mstep: Class 22 contains 13488 members 
Mstep: Class 23 contains 19465 members 
Mstep: Class 24 contains 3795 members 
Mstep: Class 25 contains 14110 members 
Mstep: Class 26 contains 5267 members 
Mstep: Class 27 contains 47644 members 
Mstep: Class 28 contains 8907 members 
Mstep: Class 29 contains 636 members 
Mstep: Class 30 contains 22178 members 
Mstep: Class 31 contains 908 members 
Mstep: Class 32 contains 1618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80938056.000000 Penalty: 63855.019531
Iteration 97Q: 33 clusters Score -8.093806e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 19410 members 
Mstep: Class 3 contains 103526 members 
Mstep: Class 4 contains 25370 members 
Mstep: Class 5 contains 50626 members 
Mstep: Class 6 contains 6244 members 
Mstep: Class 7 contains 88582 members 
Mstep: Class 8 contains 22403 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 6272 members 
Mstep: Class 11 contains 41879 members 
Mstep: Class 12 contains 2119 members 
Mstep: Class 13 contains 5569 members 
Mstep: Class 14 contains 65316 members 
Mstep: Class 15 contains 11519 members 
Mstep: Class 16 contains 11709 members 
Mstep: Class 17 contains 3620 members 
Mstep: Class 18 contains 27887 members 
Mstep: Class 19 contains 9163 members 
Mstep: Class 20 contains 1087 members 
Mstep: Class 21 contains 6204 members 
Mstep: Class 22 contains 13513 members 
Mstep: Class 23 contains 19460 members 
Mstep: Class 24 contains 3798 members 
Mstep: Class 25 contains 14114 members 
Mstep: Class 26 contains 5317 members 
Mstep: Class 27 contains 47140 members 
Mstep: Class 28 contains 9000 members 
Mstep: Class 29 contains 636 members 
Mstep: Class 30 contains 22183 members 
Mstep: Class 31 contains 908 members 
Mstep: Class 32 contains 1620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80938584.000000 Penalty: 63855.019531
Iteration 98Q: 33 clusters Score -8.093858e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 20870 members 
Mstep: Class 2 contains 19345 members 
Mstep: Class 3 contains 103369 members 
Mstep: Class 4 contains 25577 members 
Mstep: Class 5 contains 50648 members 
Mstep: Class 6 contains 6239 members 
Mstep: Class 7 contains 88395 members 
Mstep: Class 8 contains 22403 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 6272 members 
Mstep: Class 11 contains 41743 members 
Mstep: Class 12 contains 2126 members 
Mstep: Class 13 contains 5574 members 
Mstep: Class 14 contains 65311 members 
Mstep: Class 15 contains 11520 members 
Mstep: Class 16 contains 11711 members 
Mstep: Class 17 contains 3620 members 
Mstep: Class 18 contains 27870 members 
Mstep: Class 19 contains 9178 members 
Mstep: Class 20 contains 1087 members 
Mstep: Class 21 contains 6203 members 
Mstep: Class 22 contains 13547 members 
Mstep: Class 23 contains 19456 members 
Mstep: Class 24 contains 3798 members 
Mstep: Class 25 contains 14117 members 
Mstep: Class 26 contains 5358 members 
Mstep: Class 27 contains 46633 members 
Mstep: Class 28 contains 9093 members 
Mstep: Class 29 contains 636 members 
Mstep: Class 30 contains 22191 members 
Mstep: Class 31 contains 908 members 
Mstep: Class 32 contains 1621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80938904.000000 Penalty: 63855.019531
Iteration 99Q: 33 clusters Score -8.09389e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21558 members 
Mstep: Class 2 contains 19284 members 
Mstep: Class 3 contains 103174 members 
Mstep: Class 4 contains 25732 members 
Mstep: Class 5 contains 50652 members 
Mstep: Class 6 contains 6248 members 
Mstep: Class 7 contains 88205 members 
Mstep: Class 8 contains 22403 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 6273 members 
Mstep: Class 11 contains 41638 members 
Mstep: Class 12 contains 2134 members 
Mstep: Class 13 contains 5580 members 
Mstep: Class 14 contains 65317 members 
Mstep: Class 15 contains 11522 members 
Mstep: Class 16 contains 11709 members 
Mstep: Class 17 contains 3626 members 
Mstep: Class 18 contains 27863 members 
Mstep: Class 19 contains 9183 members 
Mstep: Class 20 contains 1087 members 
Mstep: Class 21 contains 6196 members 
Mstep: Class 22 contains 13582 members 
Mstep: Class 23 contains 19453 members 
Mstep: Class 24 contains 3795 members 
Mstep: Class 25 contains 14124 members 
Mstep: Class 26 contains 5398 members 
Mstep: Class 27 contains 46136 members 
Mstep: Class 28 contains 9189 members 
Mstep: Class 29 contains 636 members 
Mstep: Class 30 contains 22193 members 
Mstep: Class 31 contains 908 members 
Mstep: Class 32 contains 1621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80939416.000000 Penalty: 63855.019531
Iteration 100F: 33 clusters Score -8.093942e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 19235 members 
Mstep: Class 3 contains 102981 members 
Mstep: Class 4 contains 25890 members 
Mstep: Class 5 contains 50646 members 
Mstep: Class 6 contains 6253 members 
Mstep: Class 7 contains 88027 members 
Mstep: Class 8 contains 22402 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 6275 members 
Mstep: Class 11 contains 41553 members 
Mstep: Class 12 contains 2141 members 
Mstep: Class 13 contains 5586 members 
Mstep: Class 14 contains 65316 members 
Mstep: Class 15 contains 11522 members 
Mstep: Class 16 contains 11710 members 
Mstep: Class 17 contains 3630 members 
Mstep: Class 18 contains 27855 members 
Mstep: Class 19 contains 9193 members 
Mstep: Class 20 contains 1087 members 
Mstep: Class 21 contains 6191 members 
Mstep: Class 22 contains 13609 members 
Mstep: Class 23 contains 19450 members 
Mstep: Class 24 contains 3799 members 
Mstep: Class 25 contains 14131 members 
Mstep: Class 26 contains 5424 members 
Mstep: Class 27 contains 45609 members 
Mstep: Class 28 contains 9289 members 
Mstep: Class 29 contains 636 members 
Mstep: Class 30 contains 22195 members 
Mstep: Class 31 contains 909 members 
Mstep: Class 32 contains 1621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80939832.000000 Penalty: 63855.019531
Iteration 101Q: 33 clusters Score -8.093983e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 19173 members 
Mstep: Class 3 contains 102758 members 
Mstep: Class 4 contains 26033 members 
Mstep: Class 5 contains 50646 members 
Mstep: Class 6 contains 6259 members 
Mstep: Class 7 contains 87821 members 
Mstep: Class 8 contains 22403 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 6286 members 
Mstep: Class 11 contains 41450 members 
Mstep: Class 12 contains 2148 members 
Mstep: Class 13 contains 5589 members 
Mstep: Class 14 contains 65319 members 
Mstep: Class 15 contains 11520 members 
Mstep: Class 16 contains 11709 members 
Mstep: Class 17 contains 3633 members 
Mstep: Class 18 contains 27850 members 
Mstep: Class 19 contains 9209 members 
Mstep: Class 20 contains 1087 members 
Mstep: Class 21 contains 6188 members 
Mstep: Class 22 contains 13646 members 
Mstep: Class 23 contains 19449 members 
Mstep: Class 24 contains 3799 members 
Mstep: Class 25 contains 14140 members 
Mstep: Class 26 contains 5461 members 
Mstep: Class 27 contains 45102 members 
Mstep: Class 28 contains 9369 members 
Mstep: Class 29 contains 636 members 
Mstep: Class 30 contains 22198 members 
Mstep: Class 31 contains 910 members 
Mstep: Class 32 contains 1621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80939976.000000 Penalty: 63855.019531
Iteration 102Q: 33 clusters Score -8.093998e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 23785 members 
Mstep: Class 2 contains 19119 members 
Mstep: Class 3 contains 102494 members 
Mstep: Class 4 contains 26149 members 
Mstep: Class 5 contains 50655 members 
Mstep: Class 6 contains 6270 members 
Mstep: Class 7 contains 87588 members 
Mstep: Class 8 contains 22403 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 6291 members 
Mstep: Class 11 contains 41352 members 
Mstep: Class 12 contains 2150 members 
Mstep: Class 13 contains 5593 members 
Mstep: Class 14 contains 65315 members 
Mstep: Class 15 contains 11518 members 
Mstep: Class 16 contains 11710 members 
Mstep: Class 17 contains 3632 members 
Mstep: Class 18 contains 27856 members 
Mstep: Class 19 contains 9222 members 
Mstep: Class 20 contains 1087 members 
Mstep: Class 21 contains 6192 members 
Mstep: Class 22 contains 13688 members 
Mstep: Class 23 contains 19447 members 
Mstep: Class 24 contains 3802 members 
Mstep: Class 25 contains 14143 members 
Mstep: Class 26 contains 5493 members 
Mstep: Class 27 contains 44641 members 
Mstep: Class 28 contains 9459 members 
Mstep: Class 29 contains 636 members 
Mstep: Class 30 contains 22199 members 
Mstep: Class 31 contains 910 members 
Mstep: Class 32 contains 1620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80940896.000000 Penalty: 63855.019531
Iteration 103Q: 33 clusters Score -8.09409e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 24627 members 
Mstep: Class 2 contains 19064 members 
Mstep: Class 3 contains 102263 members 
Mstep: Class 4 contains 26240 members 
Mstep: Class 5 contains 50654 members 
Mstep: Class 6 contains 6265 members 
Mstep: Class 7 contains 87285 members 
Mstep: Class 8 contains 22402 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 6294 members 
Mstep: Class 11 contains 41277 members 
Mstep: Class 12 contains 2158 members 
Mstep: Class 13 contains 5601 members 
Mstep: Class 14 contains 65317 members 
Mstep: Class 15 contains 11516 members 
Mstep: Class 16 contains 11709 members 
Mstep: Class 17 contains 3638 members 
Mstep: Class 18 contains 27862 members 
Mstep: Class 19 contains 9232 members 
Mstep: Class 20 contains 1087 members 
Mstep: Class 21 contains 6192 members 
Mstep: Class 22 contains 13730 members 
Mstep: Class 23 contains 19445 members 
Mstep: Class 24 contains 3804 members 
Mstep: Class 25 contains 14141 members 
Mstep: Class 26 contains 5540 members 
Mstep: Class 27 contains 44167 members 
Mstep: Class 28 contains 9542 members 
Mstep: Class 29 contains 636 members 
Mstep: Class 30 contains 22200 members 
Mstep: Class 31 contains 910 members 
Mstep: Class 32 contains 1621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80941520.000000 Penalty: 63855.019531
Iteration 104Q: 33 clusters Score -8.094152e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 25483 members 
Mstep: Class 2 contains 19007 members 
Mstep: Class 3 contains 102049 members 
Mstep: Class 4 contains 26338 members 
Mstep: Class 5 contains 50665 members 
Mstep: Class 6 contains 6273 members 
Mstep: Class 7 contains 86948 members 
Mstep: Class 8 contains 22402 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 6298 members 
Mstep: Class 11 contains 41199 members 
Mstep: Class 12 contains 2162 members 
Mstep: Class 13 contains 5604 members 
Mstep: Class 14 contains 65309 members 
Mstep: Class 15 contains 11518 members 
Mstep: Class 16 contains 11710 members 
Mstep: Class 17 contains 3640 members 
Mstep: Class 18 contains 27864 members 
Mstep: Class 19 contains 9245 members 
Mstep: Class 20 contains 1087 members 
Mstep: Class 21 contains 6191 members 
Mstep: Class 22 contains 13773 members 
Mstep: Class 23 contains 19445 members 
Mstep: Class 24 contains 3806 members 
Mstep: Class 25 contains 14147 members 
Mstep: Class 26 contains 5560 members 
Mstep: Class 27 contains 43705 members 
Mstep: Class 28 contains 9621 members 
Mstep: Class 29 contains 636 members 
Mstep: Class 30 contains 22201 members 
Mstep: Class 31 contains 910 members 
Mstep: Class 32 contains 1623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80942144.000000 Penalty: 63855.019531
Iteration 105Q: 33 clusters Score -8.094214e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 26392 members 
Mstep: Class 2 contains 18950 members 
Mstep: Class 3 contains 101818 members 
Mstep: Class 4 contains 26385 members 
Mstep: Class 5 contains 50663 members 
Mstep: Class 6 contains 6276 members 
Mstep: Class 7 contains 86623 members 
Mstep: Class 8 contains 22404 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 6297 members 
Mstep: Class 11 contains 41141 members 
Mstep: Class 12 contains 2163 members 
Mstep: Class 13 contains 5605 members 
Mstep: Class 14 contains 65308 members 
Mstep: Class 15 contains 11520 members 
Mstep: Class 16 contains 11711 members 
Mstep: Class 17 contains 3646 members 
Mstep: Class 18 contains 27862 members 
Mstep: Class 19 contains 9247 members 
Mstep: Class 20 contains 1087 members 
Mstep: Class 21 contains 6188 members 
Mstep: Class 22 contains 13824 members 
Mstep: Class 23 contains 19444 members 
Mstep: Class 24 contains 3806 members 
Mstep: Class 25 contains 14149 members 
Mstep: Class 26 contains 5591 members 
Mstep: Class 27 contains 43224 members 
Mstep: Class 28 contains 9722 members 
Mstep: Class 29 contains 636 members 
Mstep: Class 30 contains 22201 members 
Mstep: Class 31 contains 910 members 
Mstep: Class 32 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80942592.000000 Penalty: 63855.019531
Iteration 106Q: 33 clusters Score -8.094259e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 27318 members 
Mstep: Class 2 contains 18896 members 
Mstep: Class 3 contains 101537 members 
Mstep: Class 4 contains 26394 members 
Mstep: Class 5 contains 50665 members 
Mstep: Class 6 contains 6285 members 
Mstep: Class 7 contains 86296 members 
Mstep: Class 8 contains 22405 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 6296 members 
Mstep: Class 11 contains 41097 members 
Mstep: Class 12 contains 2167 members 
Mstep: Class 13 contains 5605 members 
Mstep: Class 14 contains 65307 members 
Mstep: Class 15 contains 11520 members 
Mstep: Class 16 contains 11715 members 
Mstep: Class 17 contains 3651 members 
Mstep: Class 18 contains 27855 members 
Mstep: Class 19 contains 9256 members 
Mstep: Class 20 contains 1087 members 
Mstep: Class 21 contains 6187 members 
Mstep: Class 22 contains 13862 members 
Mstep: Class 23 contains 19441 members 
Mstep: Class 24 contains 3803 members 
Mstep: Class 25 contains 14155 members 
Mstep: Class 26 contains 5633 members 
Mstep: Class 27 contains 42771 members 
Mstep: Class 28 contains 9840 members 
Mstep: Class 29 contains 636 members 
Mstep: Class 30 contains 22201 members 
Mstep: Class 31 contains 910 members 
Mstep: Class 32 contains 1628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80943112.000000 Penalty: 63855.019531
Iteration 107Q: 33 clusters Score -8.094311e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 28254 members 
Mstep: Class 2 contains 18822 members 
Mstep: Class 3 contains 101267 members 
Mstep: Class 4 contains 26411 members 
Mstep: Class 5 contains 50672 members 
Mstep: Class 6 contains 6275 members 
Mstep: Class 7 contains 85967 members 
Mstep: Class 8 contains 22408 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 6295 members 
Mstep: Class 11 contains 41051 members 
Mstep: Class 12 contains 2170 members 
Mstep: Class 13 contains 5605 members 
Mstep: Class 14 contains 65305 members 
Mstep: Class 15 contains 11518 members 
Mstep: Class 16 contains 11716 members 
Mstep: Class 17 contains 3657 members 
Mstep: Class 18 contains 27863 members 
Mstep: Class 19 contains 9259 members 
Mstep: Class 20 contains 1087 members 
Mstep: Class 21 contains 6186 members 
Mstep: Class 22 contains 13909 members 
Mstep: Class 23 contains 19442 members 
Mstep: Class 24 contains 3799 members 
Mstep: Class 25 contains 14158 members 
Mstep: Class 26 contains 5670 members 
Mstep: Class 27 contains 42315 members 
Mstep: Class 28 contains 9959 members 
Mstep: Class 29 contains 636 members 
Mstep: Class 30 contains 22203 members 
Mstep: Class 31 contains 910 members 
Mstep: Class 32 contains 1630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80943632.000000 Penalty: 63855.019531
Iteration 108Q: 33 clusters Score -8.094363e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 29213 members 
Mstep: Class 2 contains 18755 members 
Mstep: Class 3 contains 101016 members 
Mstep: Class 4 contains 26406 members 
Mstep: Class 5 contains 50675 members 
Mstep: Class 6 contains 6274 members 
Mstep: Class 7 contains 85659 members 
Mstep: Class 8 contains 22410 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 6293 members 
Mstep: Class 11 contains 41006 members 
Mstep: Class 12 contains 2167 members 
Mstep: Class 13 contains 5605 members 
Mstep: Class 14 contains 65305 members 
Mstep: Class 15 contains 11516 members 
Mstep: Class 16 contains 11717 members 
Mstep: Class 17 contains 3668 members 
Mstep: Class 18 contains 27866 members 
Mstep: Class 19 contains 9265 members 
Mstep: Class 20 contains 1087 members 
Mstep: Class 21 contains 6183 members 
Mstep: Class 22 contains 13947 members 
Mstep: Class 23 contains 19440 members 
Mstep: Class 24 contains 3801 members 
Mstep: Class 25 contains 14161 members 
Mstep: Class 26 contains 5684 members 
Mstep: Class 27 contains 41843 members 
Mstep: Class 28 contains 10079 members 
Mstep: Class 29 contains 636 members 
Mstep: Class 30 contains 22202 members 
Mstep: Class 31 contains 910 members 
Mstep: Class 32 contains 1630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80944352.000000 Penalty: 63855.019531
Iteration 109Q: 33 clusters Score -8.094435e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 30215 members 
Mstep: Class 2 contains 18692 members 
Mstep: Class 3 contains 100731 members 
Mstep: Class 4 contains 26386 members 
Mstep: Class 5 contains 50683 members 
Mstep: Class 6 contains 6262 members 
Mstep: Class 7 contains 85330 members 
Mstep: Class 8 contains 22413 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 6293 members 
Mstep: Class 11 contains 40979 members 
Mstep: Class 12 contains 2171 members 
Mstep: Class 13 contains 5607 members 
Mstep: Class 14 contains 65296 members 
Mstep: Class 15 contains 11513 members 
Mstep: Class 16 contains 11718 members 
Mstep: Class 17 contains 3666 members 
Mstep: Class 18 contains 27873 members 
Mstep: Class 19 contains 9270 members 
Mstep: Class 20 contains 1087 members 
Mstep: Class 21 contains 6173 members 
Mstep: Class 22 contains 13989 members 
Mstep: Class 23 contains 19440 members 
Mstep: Class 24 contains 3799 members 
Mstep: Class 25 contains 14161 members 
Mstep: Class 26 contains 5719 members 
Mstep: Class 27 contains 41366 members 
Mstep: Class 28 contains 10211 members 
Mstep: Class 29 contains 636 members 
Mstep: Class 30 contains 22200 members 
Mstep: Class 31 contains 910 members 
Mstep: Class 32 contains 1630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80944984.000000 Penalty: 63855.019531
Iteration 110Q: 33 clusters Score -8.094498e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 31267 members 
Mstep: Class 2 contains 18621 members 
Mstep: Class 3 contains 100451 members 
Mstep: Class 4 contains 26376 members 
Mstep: Class 5 contains 50689 members 
Mstep: Class 6 contains 6241 members 
Mstep: Class 7 contains 84906 members 
Mstep: Class 8 contains 22413 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 6295 members 
Mstep: Class 11 contains 40950 members 
Mstep: Class 12 contains 2170 members 
Mstep: Class 13 contains 5607 members 
Mstep: Class 14 contains 65296 members 
Mstep: Class 15 contains 11510 members 
Mstep: Class 16 contains 11721 members 
Mstep: Class 17 contains 3667 members 
Mstep: Class 18 contains 27884 members 
Mstep: Class 19 contains 9285 members 
Mstep: Class 20 contains 1087 members 
Mstep: Class 21 contains 6155 members 
Mstep: Class 22 contains 14037 members 
Mstep: Class 23 contains 19441 members 
Mstep: Class 24 contains 3800 members 
Mstep: Class 25 contains 14164 members 
Mstep: Class 26 contains 5756 members 
Mstep: Class 27 contains 40902 members 
Mstep: Class 28 contains 10352 members 
Mstep: Class 29 contains 636 members 
Mstep: Class 30 contains 22199 members 
Mstep: Class 31 contains 910 members 
Mstep: Class 32 contains 1631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80945120.000000 Penalty: 63855.019531
Iteration 111Q: 33 clusters Score -8.094512e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 32355 members 
Mstep: Class 2 contains 18534 members 
Mstep: Class 3 contains 100160 members 
Mstep: Class 4 contains 26395 members 
Mstep: Class 5 contains 50694 members 
Mstep: Class 6 contains 6235 members 
Mstep: Class 7 contains 84462 members 
Mstep: Class 8 contains 22414 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 6296 members 
Mstep: Class 11 contains 40911 members 
Mstep: Class 12 contains 2176 members 
Mstep: Class 13 contains 5608 members 
Mstep: Class 14 contains 65292 members 
Mstep: Class 15 contains 11510 members 
Mstep: Class 16 contains 11722 members 
Mstep: Class 17 contains 3666 members 
Mstep: Class 18 contains 27885 members 
Mstep: Class 19 contains 9301 members 
Mstep: Class 20 contains 1087 members 
Mstep: Class 21 contains 6136 members 
Mstep: Class 22 contains 14076 members 
Mstep: Class 23 contains 19443 members 
Mstep: Class 24 contains 3807 members 
Mstep: Class 25 contains 14167 members 
Mstep: Class 26 contains 5781 members 
Mstep: Class 27 contains 40436 members 
Mstep: Class 28 contains 10493 members 
Mstep: Class 29 contains 636 members 
Mstep: Class 30 contains 22199 members 
Mstep: Class 31 contains 910 members 
Mstep: Class 32 contains 1632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80945800.000000 Penalty: 63855.019531
Iteration 112Q: 33 clusters Score -8.09458e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 33551 members 
Mstep: Class 2 contains 18433 members 
Mstep: Class 3 contains 99818 members 
Mstep: Class 4 contains 26397 members 
Mstep: Class 5 contains 50710 members 
Mstep: Class 6 contains 6232 members 
Mstep: Class 7 contains 83969 members 
Mstep: Class 8 contains 22415 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 6296 members 
Mstep: Class 11 contains 40873 members 
Mstep: Class 12 contains 2181 members 
Mstep: Class 13 contains 5613 members 
Mstep: Class 14 contains 65287 members 
Mstep: Class 15 contains 11510 members 
Mstep: Class 16 contains 11722 members 
Mstep: Class 17 contains 3671 members 
Mstep: Class 18 contains 27892 members 
Mstep: Class 19 contains 9316 members 
Mstep: Class 20 contains 1087 members 
Mstep: Class 21 contains 6108 members 
Mstep: Class 22 contains 14108 members 
Mstep: Class 23 contains 19443 members 
Mstep: Class 24 contains 3807 members 
Mstep: Class 25 contains 14173 members 
Mstep: Class 26 contains 5822 members 
Mstep: Class 27 contains 39977 members 
Mstep: Class 28 contains 10629 members 
Mstep: Class 29 contains 636 members 
Mstep: Class 30 contains 22198 members 
Mstep: Class 31 contains 911 members 
Mstep: Class 32 contains 1634 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 113Q: 33 clusters Score -8.094632e+07 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 34811 members 
Mstep: Class 2 contains 18335 members 
Mstep: Class 3 contains 99428 members 
Mstep: Class 4 contains 26383 members 
Mstep: Class 5 contains 50719 members 
Mstep: Class 6 contains 6225 members 
Mstep: Class 7 contains 83473 members 
Mstep: Class 8 contains 22417 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 6295 members 
Mstep: Class 11 contains 40837 members 
Mstep: Class 12 contains 2185 members 
Mstep: Class 13 contains 5616 members 
Mstep: Class 14 contains 65294 members 
Mstep: Class 15 contains 11511 members 
Mstep: Class 16 contains 11723 members 
Mstep: Class 17 contains 3676 members 
Mstep: Class 18 contains 27886 members 
Mstep: Class 19 contains 9332 members 
Mstep: Class 20 contains 1087 members 
Mstep: Class 21 contains 6070 members 
Mstep: Class 22 contains 14143 members 
Mstep: Class 23 contains 19443 members 
Mstep: Class 24 contains 3809 members 
Mstep: Class 25 contains 14180 members 
Mstep: Class 26 contains 5869 members 
Mstep: Class 27 contains 39531 members 
Mstep: Class 28 contains 10761 members 
Mstep: Class 29 contains 636 members 
Mstep: Class 30 contains 22198 members 
Mstep: Class 31 contains 911 members 
Mstep: Class 32 contains 1635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80946904.000000 Penalty: 63855.019531
Iteration 114Q: 33 clusters Score -8.09469e+07 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 36148 members 
Mstep: Class 2 contains 18250 members 
Mstep: Class 3 contains 99049 members 
Mstep: Class 4 contains 26380 members 
Mstep: Class 5 contains 50724 members 
Mstep: Class 6 contains 6207 members 
Mstep: Class 7 contains 82899 members 
Mstep: Class 8 contains 22421 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 6294 members 
Mstep: Class 11 contains 40801 members 
Mstep: Class 12 contains 2188 members 
Mstep: Class 13 contains 5617 members 
Mstep: Class 14 contains 65288 members 
Mstep: Class 15 contains 11509 members 
Mstep: Class 16 contains 11725 members 
Mstep: Class 17 contains 3679 members 
Mstep: Class 18 contains 27884 members 
Mstep: Class 19 contains 9347 members 
Mstep: Class 20 contains 1087 members 
Mstep: Class 21 contains 6043 members 
Mstep: Class 22 contains 14184 members 
Mstep: Class 23 contains 19442 members 
Mstep: Class 24 contains 3807 members 
Mstep: Class 25 contains 14188 members 
Mstep: Class 26 contains 5908 members 
Mstep: Class 27 contains 39072 members 
Mstep: Class 28 contains 10897 members 
Mstep: Class 29 contains 636 members 
Mstep: Class 30 contains 22198 members 
Mstep: Class 31 contains 911 members 
Mstep: Class 32 contains 1636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80947752.000000 Penalty: 63855.019531
Iteration 115Q: 33 clusters Score -8.094775e+07 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 37538 members 
Mstep: Class 2 contains 18166 members 
Mstep: Class 3 contains 98627 members 
Mstep: Class 4 contains 26371 members 
Mstep: Class 5 contains 50736 members 
Mstep: Class 6 contains 6193 members 
Mstep: Class 7 contains 82356 members 
Mstep: Class 8 contains 22421 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 6297 members 
Mstep: Class 11 contains 40740 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 5620 members 
Mstep: Class 14 contains 65281 members 
Mstep: Class 15 contains 11508 members 
Mstep: Class 16 contains 11726 members 
Mstep: Class 17 contains 3681 members 
Mstep: Class 18 contains 27882 members 
Mstep: Class 19 contains 9362 members 
Mstep: Class 20 contains 1087 members 
Mstep: Class 21 contains 6001 members 
Mstep: Class 22 contains 14221 members 
Mstep: Class 23 contains 19439 members 
Mstep: Class 24 contains 3806 members 
Mstep: Class 25 contains 14193 members 
Mstep: Class 26 contains 5942 members 
Mstep: Class 27 contains 38605 members 
Mstep: Class 28 contains 11044 members 
Mstep: Class 29 contains 636 members 
Mstep: Class 30 contains 22199 members 
Mstep: Class 31 contains 911 members 
Mstep: Class 32 contains 1638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80948528.000000 Penalty: 63855.019531
Iteration 116Q: 33 clusters Score -8.094853e+07 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 38979 members 
Mstep: Class 2 contains 18085 members 
Mstep: Class 3 contains 98148 members 
Mstep: Class 4 contains 26359 members 
Mstep: Class 5 contains 50760 members 
Mstep: Class 6 contains 6189 members 
Mstep: Class 7 contains 81853 members 
Mstep: Class 8 contains 22422 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 6301 members 
Mstep: Class 11 contains 40686 members 
Mstep: Class 12 contains 2193 members 
Mstep: Class 13 contains 5619 members 
Mstep: Class 14 contains 65273 members 
Mstep: Class 15 contains 11508 members 
Mstep: Class 16 contains 11729 members 
Mstep: Class 17 contains 3686 members 
Mstep: Class 18 contains 27883 members 
Mstep: Class 19 contains 9376 members 
Mstep: Class 20 contains 1087 members 
Mstep: Class 21 contains 5955 members 
Mstep: Class 22 contains 14256 members 
Mstep: Class 23 contains 19433 members 
Mstep: Class 24 contains 3808 members 
Mstep: Class 25 contains 14196 members 
Mstep: Class 26 contains 5978 members 
Mstep: Class 27 contains 38099 members 
Mstep: Class 28 contains 11176 members 
Mstep: Class 29 contains 636 members 
Mstep: Class 30 contains 22198 members 
Mstep: Class 31 contains 911 members 
Mstep: Class 32 contains 1637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80949280.000000 Penalty: 63855.019531
Iteration 117Q: 33 clusters Score -8.094928e+07 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 40430 members 
Mstep: Class 2 contains 18006 members 
Mstep: Class 3 contains 97653 members 
Mstep: Class 4 contains 26332 members 
Mstep: Class 5 contains 50761 members 
Mstep: Class 6 contains 6180 members 
Mstep: Class 7 contains 81391 members 
Mstep: Class 8 contains 22422 members 
Mstep: Class 9 contains 488 members 
Mstep: Class 10 contains 6306 members 
Mstep: Class 11 contains 40608 members 
Mstep: Class 12 contains 2195 members 
Mstep: Class 13 contains 5620 members 
Mstep: Class 14 contains 65263 members 
Mstep: Class 15 contains 11511 members 
Mstep: Class 16 contains 11736 members 
Mstep: Class 17 contains 3688 members 
Mstep: Class 18 contains 27871 members 
Mstep: Class 19 contains 9388 members 
Mstep: Class 20 contains 1087 members 
Mstep: Class 21 contains 5926 members 
Mstep: Class 22 contains 14300 members 
Mstep: Class 23 contains 19432 members 
Mstep: Class 24 contains 3809 members 
Mstep: Class 25 contains 14201 members 
Mstep: Class 26 contains 5996 members 
Mstep: Class 27 contains 37605 members 
Mstep: Class 28 contains 11320 members 
Mstep: Class 29 contains 636 members 
Mstep: Class 30 contains 22198 members 
Mstep: Class 31 contains 911 members 
Mstep: Class 32 contains 1637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80950080.000000 Penalty: 63855.019531
Iteration 118Q: 33 clusters Score -8.095008e+07 nChanged 3231
Entering ConstructFrom: 
Score: -80950080.000000 Penalty: 63855.019531
Entering ConstructFrom: 
Trying to split cluster 1 (41943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41943 members 
Entering Unmasked Estep 
Score: -5261151.000000 Penalty: 1583.837158
	Iteration 0F: 2 clusters Score -5261151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -5234107.500000 Penalty: 3167.674316
	Iteration 0F: 3 clusters Score -5234108 nChanged 19226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 22014 members 
Entering Unmasked Estep 
Score: -5244862.000000 Penalty: 3167.674316
	Iteration 1F: 3 clusters Score -5244862 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 22772 members 
Entering Unmasked Estep 
Score: -5245644.000000 Penalty: 3167.674316
	Iteration 2Q: 3 clusters Score -5245644 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 23783 members 
Entering Unmasked Estep 
Score: -5246611.500000 Penalty: 3167.674316
	Iteration 3F: 3 clusters Score -5246612 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 25193 members 
Entering Unmasked Estep 
Score: -5247939.500000 Penalty: 3167.674316
	Iteration 4F: 3 clusters Score -5247940 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 27026 members 
Entering Unmasked Estep 
Score: -5249821.500000 Penalty: 3167.674316
	Iteration 5F: 3 clusters Score -5249822 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 29141 members 
Entering Unmasked Estep 
Score: -5252012.500000 Penalty: 3167.674316
	Iteration 6F: 3 clusters Score -5252012 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 31241 members 
Entering Unmasked Estep 
Score: -5254177.000000 Penalty: 3167.674316
	Iteration 7F: 3 clusters Score -5254177 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 33224 members 
Entering Unmasked Estep 
Score: -5256192.000000 Penalty: 3167.674316
	Iteration 8F: 3 clusters Score -5256192 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 34743 members 
Entering Unmasked Estep 
Score: -5257912.500000 Penalty: 3167.674316
	Iteration 9Q: 3 clusters Score -5257912 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 35792 members 
Entering Unmasked Estep 
Score: -5259480.000000 Penalty: 3167.674316
	Iteration 10Q: 3 clusters Score -5259480 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 36300 members 
Entering Unmasked Estep 
Score: -5260315.500000 Penalty: 3167.674316
	Iteration 11Q: 3 clusters Score -5260316 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 36581 members 
Entering Unmasked Estep 
Score: -5260664.000000 Penalty: 3167.674316
	Iteration 12Q: 3 clusters Score -5260664 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 36760 members 
Entering Unmasked Estep 
Score: -5260816.500000 Penalty: 3167.674316
	Iteration 13Q: 3 clusters Score -5260816 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 36906 members 
Entering Unmasked Estep 
Score: -5260885.500000 Penalty: 3167.674316
	Iteration 14Q: 3 clusters Score -5260886 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 37028 members 
Entering Unmasked Estep 
Score: -5260940.000000 Penalty: 3167.674316
	Iteration 15Q: 3 clusters Score -5260940 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 37115 members 
Entering Unmasked Estep 
Score: -5260962.000000 Penalty: 3167.674316
	Iteration 16Q: 3 clusters Score -5260962 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 37186 members 
Entering Unmasked Estep 
Score: -5260985.500000 Penalty: 3167.674316
	Iteration 17Q: 3 clusters Score -5260986 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 37238 members 
Entering Unmasked Estep 
Score: -5261003.000000 Penalty: 3167.674316
	Iteration 18Q: 3 clusters Score -5261003 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 37288 members 
Entering Unmasked Estep 
Score: -5261024.500000 Penalty: 3167.674316
	Iteration 19Q: 3 clusters Score -5261024 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 37330 members 
Entering Unmasked Estep 
Score: -5261019.500000 Penalty: 3167.674316
	Iteration 20F: 3 clusters Score -5261020 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 37377 members 
Entering Unmasked Estep 
Score: -5261036.000000 Penalty: 3167.674316
	Iteration 21Q: 3 clusters Score -5261036 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 37422 members 
Entering Unmasked Estep 
Score: -5261033.000000 Penalty: 3167.674316
	Iteration 22Q: 3 clusters Score -5261033 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 37461 members 
Entering Unmasked Estep 
Score: -5261039.500000 Penalty: 3167.674316
	Iteration 23Q: 3 clusters Score -5261040 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 37496 members 
Entering Unmasked Estep 
Score: -5261036.500000 Penalty: 3167.674316
	Iteration 24Q: 3 clusters Score -5261036 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 37537 members 
Entering Unmasked Estep 
Score: -5261027.000000 Penalty: 3167.674316
	Iteration 25Q: 3 clusters Score -5261027 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 37574 members 
Entering Unmasked Estep 
Score: -5261035.000000 Penalty: 3167.674316
	Iteration 26Q: 3 clusters Score -5261035 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 37606 members 
Entering Unmasked Estep 
Score: -5261055.000000 Penalty: 3167.674316
	Iteration 27Q: 3 clusters Score -5261055 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 37626 members 
Entering Unmasked Estep 
Score: -5261072.500000 Penalty: 3167.674316
	Iteration 28Q: 3 clusters Score -5261072 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 37635 members 
Entering Unmasked Estep 
Score: -5261074.000000 Penalty: 3167.674316
	Iteration 29Q: 3 clusters Score -5261074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 37641 members 
Entering Unmasked Estep 
Score: -5261080.000000 Penalty: 3167.674316
	Iteration 30Q: 3 clusters Score -5261080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 37649 members 
Entering Unmasked Estep 
Score: -5261076.500000 Penalty: 3167.674316
	Iteration 31Q: 3 clusters Score -5261076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 37654 members 
Entering Unmasked Estep 
Score: -5261072.000000 Penalty: 3167.674316
	Iteration 32Q: 3 clusters Score -5261072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 37661 members 
Entering Unmasked Estep 
Score: -5261068.500000 Penalty: 3167.674316
	Iteration 33Q: 3 clusters Score -5261068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 37669 members 
Entering Unmasked Estep 
Score: -5261072.000000 Penalty: 3167.674316
	Iteration 34Q: 3 clusters Score -5261072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 37672 members 
Entering Unmasked Estep 
Score: -5261068.500000 Penalty: 3167.674316
	Iteration 35Q: 3 clusters Score -5261068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 37673 members 
Entering Unmasked Estep 
Score: -5261070.500000 Penalty: 3167.674316
	Iteration 36Q: 3 clusters Score -5261070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 37675 members 
Entering Unmasked Estep 
Score: -5261069.500000 Penalty: 3167.674316
	Iteration 37Q: 3 clusters Score -5261070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 37675 members 
Entering Unmasked Estep 
Score: -5261069.500000 Penalty: 3167.674316
	Iteration 38F: 3 clusters Score -5261070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (17937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Entering Unmasked Estep 
Score: -2261148.250000 Penalty: 1457.439575
	Iteration 0F: 2 clusters Score -2261148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -2249336.000000 Penalty: 2914.879150
	Iteration 0F: 3 clusters Score -2249336 nChanged 7804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -2253529.000000 Penalty: 2914.879150
	Iteration 1F: 3 clusters Score -2253529 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -2253837.750000 Penalty: 2914.879150
	Iteration 2F: 3 clusters Score -2253838 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -2254072.250000 Penalty: 2914.879150
	Iteration 3Q: 3 clusters Score -2254072 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -2254247.000000 Penalty: 2914.879150
	Iteration 4Q: 3 clusters Score -2254247 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -2254399.750000 Penalty: 2914.879150
	Iteration 5Q: 3 clusters Score -2254400 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -2254554.500000 Penalty: 2914.879150
	Iteration 6Q: 3 clusters Score -2254554 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -2254712.000000 Penalty: 2914.879150
	Iteration 7Q: 3 clusters Score -2254712 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -2254895.500000 Penalty: 2914.879150
	Iteration 8Q: 3 clusters Score -2254896 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -2255150.500000 Penalty: 2914.879150
	Iteration 9Q: 3 clusters Score -2255150 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -2255502.750000 Penalty: 2914.879150
	Iteration 10Q: 3 clusters Score -2255503 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -2255921.000000 Penalty: 2914.879150
	Iteration 11Q: 3 clusters Score -2255921 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -2256442.000000 Penalty: 2914.879150
	Iteration 12Q: 3 clusters Score -2256442 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -2257092.250000 Penalty: 2914.879150
	Iteration 13F: 3 clusters Score -2257092 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -2257810.250000 Penalty: 2914.879150
	Iteration 14F: 3 clusters Score -2257810 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2258510.000000 Penalty: 2914.879150
	Iteration 15Q: 3 clusters Score -2258510 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2259062.500000 Penalty: 2914.879150
	Iteration 16Q: 3 clusters Score -2259062 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2259441.000000 Penalty: 2914.879150
	Iteration 17Q: 3 clusters Score -2259441 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2259681.500000 Penalty: 2914.879150
	Iteration 18Q: 3 clusters Score -2259682 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2259828.000000 Penalty: 2914.879150
	Iteration 19Q: 3 clusters Score -2259828 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2259905.750000 Penalty: 2914.879150
	Iteration 20F: 3 clusters Score -2259906 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2259947.250000 Penalty: 2914.879150
	Iteration 21Q: 3 clusters Score -2259947 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2259962.000000 Penalty: 2914.879150
	Iteration 22Q: 3 clusters Score -2259962 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2259975.750000 Penalty: 2914.879150
	Iteration 23Q: 3 clusters Score -2259976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2259981.750000 Penalty: 2914.879150
	Iteration 24Q: 3 clusters Score -2259982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2259984.750000 Penalty: 2914.879150
	Iteration 25Q: 3 clusters Score -2259985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2259987.750000 Penalty: 2914.879150
	Iteration 26Q: 3 clusters Score -2259988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2259997.250000 Penalty: 2914.879150
	Iteration 27Q: 3 clusters Score -2259997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -2260000.500000 Penalty: 2914.879150
	Iteration 28Q: 3 clusters Score -2260000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -2260003.000000 Penalty: 2914.879150
	Iteration 29Q: 3 clusters Score -2260003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2260008.500000 Penalty: 2914.879150
	Iteration 30Q: 3 clusters Score -2260008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2260008.500000 Penalty: 2914.879150
	Iteration 31F: 3 clusters Score -2260008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (97148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97148 members 
Entering Unmasked Estep 
Score: -12359402.000000 Penalty: 1708.817871
	Iteration 0F: 2 clusters Score -1.23594e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48569 members 
Mstep: Class 2 contains 48579 members 
Entering Unmasked Estep 
Score: -12314344.000000 Penalty: 3417.635742
	Iteration 0F: 3 clusters Score -1.231434e+07 nChanged 46117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48534 members 
Mstep: Class 2 contains 48614 members 
Entering Unmasked Estep 
Score: -12340566.000000 Penalty: 3417.635742
	Iteration 1F: 3 clusters Score -1.234057e+07 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48927 members 
Mstep: Class 2 contains 48221 members 
Entering Unmasked Estep 
Score: -12341235.000000 Penalty: 3417.635742
	Iteration 2Q: 3 clusters Score -1.234124e+07 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49523 members 
Mstep: Class 2 contains 47625 members 
Entering Unmasked Estep 
Score: -12342044.000000 Penalty: 3417.635742
	Iteration 3Q: 3 clusters Score -1.234204e+07 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50299 members 
Mstep: Class 2 contains 46849 members 
Entering Unmasked Estep 
Score: -12342722.000000 Penalty: 3417.635742
	Iteration 4Q: 3 clusters Score -1.234272e+07 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51312 members 
Mstep: Class 2 contains 45836 members 
Entering Unmasked Estep 
Score: -12343543.000000 Penalty: 3417.635742
	Iteration 5Q: 3 clusters Score -1.234354e+07 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52697 members 
Mstep: Class 2 contains 44451 members 
Entering Unmasked Estep 
Score: -12344463.000000 Penalty: 3417.635742
	Iteration 6Q: 3 clusters Score -1.234446e+07 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54584 members 
Mstep: Class 2 contains 42564 members 
Entering Unmasked Estep 
Score: -12345669.000000 Penalty: 3417.635742
	Iteration 7Q: 3 clusters Score -1.234567e+07 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57119 members 
Mstep: Class 2 contains 40029 members 
Entering Unmasked Estep 
Score: -12347125.000000 Penalty: 3417.635742
	Iteration 8Q: 3 clusters Score -1.234712e+07 nChanged 4512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60229 members 
Mstep: Class 2 contains 36919 members 
Entering Unmasked Estep 
Score: -12349200.000000 Penalty: 3417.635742
	Iteration 9Q: 3 clusters Score -1.23492e+07 nChanged 5058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63699 members 
Mstep: Class 2 contains 33449 members 
Entering Unmasked Estep 
Score: -12351513.000000 Penalty: 3417.635742
	Iteration 10F: 3 clusters Score -1.235151e+07 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66975 members 
Mstep: Class 2 contains 30173 members 
Entering Unmasked Estep 
Score: -12354302.000000 Penalty: 3417.635742
	Iteration 11F: 3 clusters Score -1.23543e+07 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69447 members 
Mstep: Class 2 contains 27701 members 
Entering Unmasked Estep 
Score: -12357145.000000 Penalty: 3417.635742
	Iteration 12F: 3 clusters Score -1.235714e+07 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70854 members 
Mstep: Class 2 contains 26294 members 
Entering Unmasked Estep 
Score: -12359115.000000 Penalty: 3417.635742
	Iteration 13Q: 3 clusters Score -1.235912e+07 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71350 members 
Mstep: Class 2 contains 25798 members 
Entering Unmasked Estep 
Score: -12360160.000000 Penalty: 3417.635742
	Iteration 14Q: 3 clusters Score -1.236016e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71439 members 
Mstep: Class 2 contains 25709 members 
Entering Unmasked Estep 
Score: -12360464.000000 Penalty: 3417.635742
	Iteration 15Q: 3 clusters Score -1.236046e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71402 members 
Mstep: Class 2 contains 25746 members 
Entering Unmasked Estep 
Score: -12360512.000000 Penalty: 3417.635742
	Iteration 16Q: 3 clusters Score -1.236051e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71268 members 
Mstep: Class 2 contains 25880 members 
Entering Unmasked Estep 
Score: -12360440.000000 Penalty: 3417.635742
	Iteration 17Q: 3 clusters Score -1.236044e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71085 members 
Mstep: Class 2 contains 26063 members 
Entering Unmasked Estep 
Score: -12360369.000000 Penalty: 3417.635742
	Iteration 18Q: 3 clusters Score -1.236037e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70863 members 
Mstep: Class 2 contains 26285 members 
Entering Unmasked Estep 
Score: -12360355.000000 Penalty: 3417.635742
	Iteration 19Q: 3 clusters Score -1.236036e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70558 members 
Mstep: Class 2 contains 26590 members 
Entering Unmasked Estep 
Score: -12360306.000000 Penalty: 3417.635742
	Iteration 20F: 3 clusters Score -1.236031e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70165 members 
Mstep: Class 2 contains 26983 members 
Entering Unmasked Estep 
Score: -12360278.000000 Penalty: 3417.635742
	Iteration 21Q: 3 clusters Score -1.236028e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69733 members 
Mstep: Class 2 contains 27415 members 
Entering Unmasked Estep 
Score: -12360185.000000 Penalty: 3417.635742
	Iteration 22Q: 3 clusters Score -1.236018e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69248 members 
Mstep: Class 2 contains 27900 members 
Entering Unmasked Estep 
Score: -12360049.000000 Penalty: 3417.635742
	Iteration 23Q: 3 clusters Score -1.236005e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68685 members 
Mstep: Class 2 contains 28463 members 
Entering Unmasked Estep 
Score: -12359917.000000 Penalty: 3417.635742
	Iteration 24Q: 3 clusters Score -1.235992e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68062 members 
Mstep: Class 2 contains 29086 members 
Entering Unmasked Estep 
Score: -12359797.000000 Penalty: 3417.635742
	Iteration 25Q: 3 clusters Score -1.23598e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67353 members 
Mstep: Class 2 contains 29795 members 
Entering Unmasked Estep 
Score: -12359655.000000 Penalty: 3417.635742
	Iteration 26Q: 3 clusters Score -1.235966e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66604 members 
Mstep: Class 2 contains 30544 members 
Entering Unmasked Estep 
Score: -12359536.000000 Penalty: 3417.635742
	Iteration 27Q: 3 clusters Score -1.235954e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65721 members 
Mstep: Class 2 contains 31427 members 
Entering Unmasked Estep 
Score: -12359444.000000 Penalty: 3417.635742
	Iteration 28Q: 3 clusters Score -1.235944e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64722 members 
Mstep: Class 2 contains 32426 members 
Entering Unmasked Estep 
Score: -12359383.000000 Penalty: 3417.635742
	Iteration 29Q: 3 clusters Score -1.235938e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63641 members 
Mstep: Class 2 contains 33507 members 
Entering Unmasked Estep 
Score: -12359382.000000 Penalty: 3417.635742
	Iteration 30Q: 3 clusters Score -1.235938e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62464 members 
Mstep: Class 2 contains 34684 members 
Entering Unmasked Estep 
Score: -12359293.000000 Penalty: 3417.635742
	Iteration 31Q: 3 clusters Score -1.235929e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61167 members 
Mstep: Class 2 contains 35981 members 
Entering Unmasked Estep 
Score: -12359294.000000 Penalty: 3417.635742
	Iteration 32Q: 3 clusters Score -1.235929e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59619 members 
Mstep: Class 2 contains 37529 members 
Entering Unmasked Estep 
Score: -12359320.000000 Penalty: 3417.635742
	Iteration 33Q: 3 clusters Score -1.235932e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57632 members 
Mstep: Class 2 contains 39516 members 
Entering Unmasked Estep 
Score: -12359433.000000 Penalty: 3417.635742
	Iteration 34Q: 3 clusters Score -1.235943e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55054 members 
Mstep: Class 2 contains 42094 members 
Entering Unmasked Estep 
Score: -12359502.000000 Penalty: 3417.635742
	Iteration 35Q: 3 clusters Score -1.23595e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51959 members 
Mstep: Class 2 contains 45189 members 
Entering Unmasked Estep 
Score: -12359565.000000 Penalty: 3417.635742
	Iteration 36Q: 3 clusters Score -1.235956e+07 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48329 members 
Mstep: Class 2 contains 48819 members 
Entering Unmasked Estep 
Score: -12359866.000000 Penalty: 3417.635742
	Iteration 37Q: 3 clusters Score -1.235987e+07 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44362 members 
Mstep: Class 2 contains 52786 members 
Entering Unmasked Estep 
Score: -12359876.000000 Penalty: 3417.635742
	Iteration 38Q: 3 clusters Score -1.235988e+07 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40475 members 
Mstep: Class 2 contains 56673 members 
Entering Unmasked Estep 
Score: -12359897.000000 Penalty: 3417.635742
	Iteration 39Q: 3 clusters Score -1.23599e+07 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37044 members 
Mstep: Class 2 contains 60104 members 
Entering Unmasked Estep 
Score: -12360568.000000 Penalty: 3417.635742
	Iteration 40F: 3 clusters Score -1.236057e+07 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33038 members 
Mstep: Class 2 contains 64110 members 
Entering Unmasked Estep 
Score: -12361397.000000 Penalty: 3417.635742
	Iteration 41Q: 3 clusters Score -1.23614e+07 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29317 members 
Mstep: Class 2 contains 67831 members 
Entering Unmasked Estep 
Score: -12362463.000000 Penalty: 3417.635742
	Iteration 42Q: 3 clusters Score -1.236246e+07 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25866 members 
Mstep: Class 2 contains 71282 members 
Entering Unmasked Estep 
Score: -12363299.000000 Penalty: 3417.635742
	Iteration 43Q: 3 clusters Score -1.23633e+07 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22835 members 
Mstep: Class 2 contains 74313 members 
Entering Unmasked Estep 
Score: -12363843.000000 Penalty: 3417.635742
	Iteration 44Q: 3 clusters Score -1.236384e+07 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20208 members 
Mstep: Class 2 contains 76940 members 
Entering Unmasked Estep 
Score: -12364149.000000 Penalty: 3417.635742
	Iteration 45Q: 3 clusters Score -1.236415e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 79235 members 
Entering Unmasked Estep 
Score: -12364260.000000 Penalty: 3417.635742
	Iteration 46Q: 3 clusters Score -1.236426e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 81031 members 
Entering Unmasked Estep 
Score: -12364162.000000 Penalty: 3417.635742
	Iteration 47Q: 3 clusters Score -1.236416e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 82381 members 
Entering Unmasked Estep 
Score: -12363840.000000 Penalty: 3417.635742
	Iteration 48Q: 3 clusters Score -1.236384e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 83427 members 
Entering Unmasked Estep 
Score: -12363561.000000 Penalty: 3417.635742
	Iteration 49Q: 3 clusters Score -1.236356e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 84249 members 
Entering Unmasked Estep 
Score: -12363235.000000 Penalty: 3417.635742
	Iteration 50Q: 3 clusters Score -1.236324e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 84898 members 
Entering Unmasked Estep 
Score: -12363030.000000 Penalty: 3417.635742
	Iteration 51Q: 3 clusters Score -1.236303e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 85424 members 
Entering Unmasked Estep 
Score: -12362760.000000 Penalty: 3417.635742
	Iteration 52Q: 3 clusters Score -1.236276e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 85833 members 
Entering Unmasked Estep 
Score: -12362587.000000 Penalty: 3417.635742
	Iteration 53Q: 3 clusters Score -1.236259e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 86186 members 
Entering Unmasked Estep 
Score: -12362403.000000 Penalty: 3417.635742
	Iteration 54Q: 3 clusters Score -1.23624e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 86509 members 
Entering Unmasked Estep 
Score: -12362321.000000 Penalty: 3417.635742
	Iteration 55Q: 3 clusters Score -1.236232e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 86792 members 
Entering Unmasked Estep 
Score: -12362140.000000 Penalty: 3417.635742
	Iteration 56Q: 3 clusters Score -1.236214e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 87074 members 
Entering Unmasked Estep 
Score: -12362066.000000 Penalty: 3417.635742
	Iteration 57Q: 3 clusters Score -1.236207e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 87304 members 
Entering Unmasked Estep 
Score: -12361975.000000 Penalty: 3417.635742
	Iteration 58Q: 3 clusters Score -1.236198e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 87549 members 
Entering Unmasked Estep 
Score: -12361809.000000 Penalty: 3417.635742
	Iteration 59Q: 3 clusters Score -1.236181e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 87751 members 
Entering Unmasked Estep 
Score: -12361837.000000 Penalty: 3417.635742
	Iteration 60F: 3 clusters Score -1.236184e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 87907 members 
Entering Unmasked Estep 
Score: -12361754.000000 Penalty: 3417.635742
	Iteration 61Q: 3 clusters Score -1.236175e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 88072 members 
Entering Unmasked Estep 
Score: -12361649.000000 Penalty: 3417.635742
	Iteration 62Q: 3 clusters Score -1.236165e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 88228 members 
Entering Unmasked Estep 
Score: -12361508.000000 Penalty: 3417.635742
	Iteration 63Q: 3 clusters Score -1.236151e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 88381 members 
Entering Unmasked Estep 
Score: -12361395.000000 Penalty: 3417.635742
	Iteration 64Q: 3 clusters Score -1.23614e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 88526 members 
Entering Unmasked Estep 
Score: -12361339.000000 Penalty: 3417.635742
	Iteration 65Q: 3 clusters Score -1.236134e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 88659 members 
Entering Unmasked Estep 
Score: -12361275.000000 Penalty: 3417.635742
	Iteration 66Q: 3 clusters Score -1.236128e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 88812 members 
Entering Unmasked Estep 
Score: -12361192.000000 Penalty: 3417.635742
	Iteration 67Q: 3 clusters Score -1.236119e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 88969 members 
Entering Unmasked Estep 
Score: -12361152.000000 Penalty: 3417.635742
	Iteration 68Q: 3 clusters Score -1.236115e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 89096 members 
Entering Unmasked Estep 
Score: -12361079.000000 Penalty: 3417.635742
	Iteration 69Q: 3 clusters Score -1.236108e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 89226 members 
Entering Unmasked Estep 
Score: -12360982.000000 Penalty: 3417.635742
	Iteration 70Q: 3 clusters Score -1.236098e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 89360 members 
Entering Unmasked Estep 
Score: -12360913.000000 Penalty: 3417.635742
	Iteration 71Q: 3 clusters Score -1.236091e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 89482 members 
Entering Unmasked Estep 
Score: -12360863.000000 Penalty: 3417.635742
	Iteration 72Q: 3 clusters Score -1.236086e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 89625 members 
Entering Unmasked Estep 
Score: -12360809.000000 Penalty: 3417.635742
	Iteration 73Q: 3 clusters Score -1.236081e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 89769 members 
Entering Unmasked Estep 
Score: -12360735.000000 Penalty: 3417.635742
	Iteration 74Q: 3 clusters Score -1.236074e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 89919 members 
Entering Unmasked Estep 
Score: -12360624.000000 Penalty: 3417.635742
	Iteration 75Q: 3 clusters Score -1.236062e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 90063 members 
Entering Unmasked Estep 
Score: -12360585.000000 Penalty: 3417.635742
	Iteration 76Q: 3 clusters Score -1.236058e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 90201 members 
Entering Unmasked Estep 
Score: -12360546.000000 Penalty: 3417.635742
	Iteration 77Q: 3 clusters Score -1.236055e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 90333 members 
Entering Unmasked Estep 
Score: -12360493.000000 Penalty: 3417.635742
	Iteration 78Q: 3 clusters Score -1.236049e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 90455 members 
Entering Unmasked Estep 
Score: -12360405.000000 Penalty: 3417.635742
	Iteration 79Q: 3 clusters Score -1.23604e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 90564 members 
Entering Unmasked Estep 
Score: -12360342.000000 Penalty: 3417.635742
	Iteration 80F: 3 clusters Score -1.236034e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 90672 members 
Entering Unmasked Estep 
Score: -12360285.000000 Penalty: 3417.635742
	Iteration 81Q: 3 clusters Score -1.236028e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 90796 members 
Entering Unmasked Estep 
Score: -12360216.000000 Penalty: 3417.635742
	Iteration 82Q: 3 clusters Score -1.236022e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 90907 members 
Entering Unmasked Estep 
Score: -12360168.000000 Penalty: 3417.635742
	Iteration 83Q: 3 clusters Score -1.236017e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 91029 members 
Entering Unmasked Estep 
Score: -12360131.000000 Penalty: 3417.635742
	Iteration 84Q: 3 clusters Score -1.236013e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 91145 members 
Entering Unmasked Estep 
Score: -12360097.000000 Penalty: 3417.635742
	Iteration 85Q: 3 clusters Score -1.23601e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 91260 members 
Entering Unmasked Estep 
Score: -12360028.000000 Penalty: 3417.635742
	Iteration 86Q: 3 clusters Score -1.236003e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 91364 members 
Entering Unmasked Estep 
Score: -12359993.000000 Penalty: 3417.635742
	Iteration 87Q: 3 clusters Score -1.235999e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 91457 members 
Entering Unmasked Estep 
Score: -12359934.000000 Penalty: 3417.635742
	Iteration 88Q: 3 clusters Score -1.235993e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 91560 members 
Entering Unmasked Estep 
Score: -12359893.000000 Penalty: 3417.635742
	Iteration 89Q: 3 clusters Score -1.235989e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 91656 members 
Entering Unmasked Estep 
Score: -12359852.000000 Penalty: 3417.635742
	Iteration 90Q: 3 clusters Score -1.235985e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 91756 members 
Entering Unmasked Estep 
Score: -12359825.000000 Penalty: 3417.635742
	Iteration 91Q: 3 clusters Score -1.235982e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 91868 members 
Entering Unmasked Estep 
Score: -12359734.000000 Penalty: 3417.635742
	Iteration 92Q: 3 clusters Score -1.235973e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 91999 members 
Entering Unmasked Estep 
Score: -12359679.000000 Penalty: 3417.635742
	Iteration 93Q: 3 clusters Score -1.235968e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 92136 members 
Entering Unmasked Estep 
Score: -12359598.000000 Penalty: 3417.635742
	Iteration 94Q: 3 clusters Score -1.23596e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 92267 members 
Entering Unmasked Estep 
Score: -12359562.000000 Penalty: 3417.635742
	Iteration 95Q: 3 clusters Score -1.235956e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 92405 members 
Entering Unmasked Estep 
Score: -12359537.000000 Penalty: 3417.635742
	Iteration 96Q: 3 clusters Score -1.235954e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 92533 members 
Entering Unmasked Estep 
Score: -12359491.000000 Penalty: 3417.635742
	Iteration 97Q: 3 clusters Score -1.235949e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 92649 members 
Entering Unmasked Estep 
Score: -12359498.000000 Penalty: 3417.635742
	Iteration 98Q: 3 clusters Score -1.23595e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 92775 members 
Entering Unmasked Estep 
Score: -12359399.000000 Penalty: 3417.635742
	Iteration 99Q: 3 clusters Score -1.23594e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 92908 members 
Entering Unmasked Estep 
Score: -12359347.000000 Penalty: 3417.635742
	Iteration 100F: 3 clusters Score -1.235935e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 93026 members 
Entering Unmasked Estep 
Score: -12359299.000000 Penalty: 3417.635742
	Iteration 101Q: 3 clusters Score -1.23593e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 93143 members 
Entering Unmasked Estep 
Score: -12359263.000000 Penalty: 3417.635742
	Iteration 102Q: 3 clusters Score -1.235926e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 93262 members 
Entering Unmasked Estep 
Score: -12359226.000000 Penalty: 3417.635742
	Iteration 103Q: 3 clusters Score -1.235923e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 93381 members 
Entering Unmasked Estep 
Score: -12359175.000000 Penalty: 3417.635742
	Iteration 104Q: 3 clusters Score -1.235918e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 93493 members 
Entering Unmasked Estep 
Score: -12359170.000000 Penalty: 3417.635742
	Iteration 105Q: 3 clusters Score -1.235917e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 93598 members 
Entering Unmasked Estep 
Score: -12359105.000000 Penalty: 3417.635742
	Iteration 106Q: 3 clusters Score -1.23591e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 93688 members 
Entering Unmasked Estep 
Score: -12359084.000000 Penalty: 3417.635742
	Iteration 107Q: 3 clusters Score -1.235908e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 93781 members 
Entering Unmasked Estep 
Score: -12359078.000000 Penalty: 3417.635742
	Iteration 108Q: 3 clusters Score -1.235908e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 93882 members 
Entering Unmasked Estep 
Score: -12359017.000000 Penalty: 3417.635742
	Iteration 109Q: 3 clusters Score -1.235902e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 93967 members 
Entering Unmasked Estep 
Score: -12358960.000000 Penalty: 3417.635742
	Iteration 110Q: 3 clusters Score -1.235896e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 94056 members 
Entering Unmasked Estep 
Score: -12358939.000000 Penalty: 3417.635742
	Iteration 111Q: 3 clusters Score -1.235894e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 94144 members 
Entering Unmasked Estep 
Score: -12358859.000000 Penalty: 3417.635742
	Iteration 112Q: 3 clusters Score -1.235886e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 94228 members 
Entering Unmasked Estep 
Score: -12358836.000000 Penalty: 3417.635742
	Iteration 113Q: 3 clusters Score -1.235884e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 94307 members 
Entering Unmasked Estep 
Score: -12358826.000000 Penalty: 3417.635742
	Iteration 114Q: 3 clusters Score -1.235883e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 94392 members 
Entering Unmasked Estep 
Score: -12358786.000000 Penalty: 3417.635742
	Iteration 115Q: 3 clusters Score -1.235879e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 94484 members 
Entering Unmasked Estep 
Score: -12358808.000000 Penalty: 3417.635742
	Iteration 116Q: 3 clusters Score -1.235881e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 94560 members 
Entering Unmasked Estep 
Score: -12358789.000000 Penalty: 3417.635742
	Iteration 117Q: 3 clusters Score -1.235879e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 94647 members 
Entering Unmasked Estep 
Score: -12358796.000000 Penalty: 3417.635742
	Iteration 118Q: 3 clusters Score -1.23588e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 94742 members 
Entering Unmasked Estep 
Score: -12358796.000000 Penalty: 3417.635742
	Iteration 119Q: 3 clusters Score -1.23588e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 94827 members 
Entering Unmasked Estep 
Score: -12358772.000000 Penalty: 3417.635742
	Iteration 120F: 3 clusters Score -1.235877e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 94898 members 
Entering Unmasked Estep 
Score: -12358763.000000 Penalty: 3417.635742
	Iteration 121Q: 3 clusters Score -1.235876e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 94962 members 
Entering Unmasked Estep 
Score: -12358773.000000 Penalty: 3417.635742
	Iteration 122Q: 3 clusters Score -1.235877e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 95034 members 
Entering Unmasked Estep 
Score: -12358748.000000 Penalty: 3417.635742
	Iteration 123Q: 3 clusters Score -1.235875e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 95090 members 
Entering Unmasked Estep 
Score: -12358750.000000 Penalty: 3417.635742
	Iteration 124Q: 3 clusters Score -1.235875e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 95150 members 
Entering Unmasked Estep 
Score: -12358737.000000 Penalty: 3417.635742
	Iteration 125Q: 3 clusters Score -1.235874e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 95198 members 
Entering Unmasked Estep 
Score: -12358746.000000 Penalty: 3417.635742
	Iteration 126Q: 3 clusters Score -1.235875e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 95247 members 
Entering Unmasked Estep 
Score: -12358718.000000 Penalty: 3417.635742
	Iteration 127Q: 3 clusters Score -1.235872e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 95286 members 
Entering Unmasked Estep 
Score: -12358708.000000 Penalty: 3417.635742
	Iteration 128Q: 3 clusters Score -1.235871e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 95324 members 
Entering Unmasked Estep 
Score: -12358691.000000 Penalty: 3417.635742
	Iteration 129Q: 3 clusters Score -1.235869e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 95357 members 
Entering Unmasked Estep 
Score: -12358697.000000 Penalty: 3417.635742
	Iteration 130Q: 3 clusters Score -1.23587e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 95395 members 
Entering Unmasked Estep 
Score: -12358708.000000 Penalty: 3417.635742
	Iteration 131Q: 3 clusters Score -1.235871e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 95432 members 
Entering Unmasked Estep 
Score: -12358727.000000 Penalty: 3417.635742
	Iteration 132Q: 3 clusters Score -1.235873e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 95465 members 
Entering Unmasked Estep 
Score: -12358725.000000 Penalty: 3417.635742
	Iteration 133Q: 3 clusters Score -1.235872e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 95494 members 
Entering Unmasked Estep 
Score: -12358721.000000 Penalty: 3417.635742
	Iteration 134Q: 3 clusters Score -1.235872e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 95521 members 
Entering Unmasked Estep 
Score: -12358730.000000 Penalty: 3417.635742
	Iteration 135Q: 3 clusters Score -1.235873e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 95545 members 
Entering Unmasked Estep 
Score: -12358732.000000 Penalty: 3417.635742
	Iteration 136Q: 3 clusters Score -1.235873e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 95571 members 
Entering Unmasked Estep 
Score: -12358719.000000 Penalty: 3417.635742
	Iteration 137Q: 3 clusters Score -1.235872e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 95588 members 
Entering Unmasked Estep 
Score: -12358700.000000 Penalty: 3417.635742
	Iteration 138Q: 3 clusters Score -1.23587e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 95602 members 
Entering Unmasked Estep 
Score: -12358684.000000 Penalty: 3417.635742
	Iteration 139Q: 3 clusters Score -1.235868e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 95617 members 
Entering Unmasked Estep 
Score: -12358662.000000 Penalty: 3417.635742
	Iteration 140F: 3 clusters Score -1.235866e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 95625 members 
Entering Unmasked Estep 
Score: -12358668.000000 Penalty: 3417.635742
	Iteration 141Q: 3 clusters Score -1.235867e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 95637 members 
Entering Unmasked Estep 
Score: -12358669.000000 Penalty: 3417.635742
	Iteration 142Q: 3 clusters Score -1.235867e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 95649 members 
Entering Unmasked Estep 
Score: -12358688.000000 Penalty: 3417.635742
	Iteration 143Q: 3 clusters Score -1.235869e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 95663 members 
Entering Unmasked Estep 
Score: -12358683.000000 Penalty: 3417.635742
	Iteration 144Q: 3 clusters Score -1.235868e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 95676 members 
Entering Unmasked Estep 
Score: -12358709.000000 Penalty: 3417.635742
	Iteration 145Q: 3 clusters Score -1.235871e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 95688 members 
Entering Unmasked Estep 
Score: -12358714.000000 Penalty: 3417.635742
	Iteration 146Q: 3 clusters Score -1.235871e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 95700 members 
Entering Unmasked Estep 
Score: -12358713.000000 Penalty: 3417.635742
	Iteration 147Q: 3 clusters Score -1.235871e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 95719 members 
Entering Unmasked Estep 
Score: -12358696.000000 Penalty: 3417.635742
	Iteration 148Q: 3 clusters Score -1.23587e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 95732 members 
Entering Unmasked Estep 
Score: -12358697.000000 Penalty: 3417.635742
	Iteration 149Q: 3 clusters Score -1.23587e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 95741 members 
Entering Unmasked Estep 
Score: -12358711.000000 Penalty: 3417.635742
	Iteration 150Q: 3 clusters Score -1.235871e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 95749 members 
Entering Unmasked Estep 
Score: -12358699.000000 Penalty: 3417.635742
	Iteration 151Q: 3 clusters Score -1.23587e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 95752 members 
Entering Unmasked Estep 
Score: -12358697.000000 Penalty: 3417.635742
	Iteration 152Q: 3 clusters Score -1.23587e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 95756 members 
Entering Unmasked Estep 
Score: -12358684.000000 Penalty: 3417.635742
	Iteration 153Q: 3 clusters Score -1.235868e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 95760 members 
Entering Unmasked Estep 
Score: -12358690.000000 Penalty: 3417.635742
	Iteration 154Q: 3 clusters Score -1.235869e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 95764 members 
Entering Unmasked Estep 
Score: -12358689.000000 Penalty: 3417.635742
	Iteration 155Q: 3 clusters Score -1.235869e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 95768 members 
Entering Unmasked Estep 
Score: -12358685.000000 Penalty: 3417.635742
	Iteration 156Q: 3 clusters Score -1.235868e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 95772 members 
Entering Unmasked Estep 
Score: -12358687.000000 Penalty: 3417.635742
	Iteration 157Q: 3 clusters Score -1.235869e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 95780 members 
Entering Unmasked Estep 
Score: -12358689.000000 Penalty: 3417.635742
	Iteration 158Q: 3 clusters Score -1.235869e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 95782 members 
Entering Unmasked Estep 
Score: -12358698.000000 Penalty: 3417.635742
	Iteration 159Q: 3 clusters Score -1.23587e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 95785 members 
Entering Unmasked Estep 
Score: -12358693.000000 Penalty: 3417.635742
	Iteration 160F: 3 clusters Score -1.235869e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 95787 members 
Entering Unmasked Estep 
Score: -12358694.000000 Penalty: 3417.635742
	Iteration 161Q: 3 clusters Score -1.235869e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 95788 members 
Entering Unmasked Estep 
Score: -12358699.000000 Penalty: 3417.635742
	Iteration 162Q: 3 clusters Score -1.23587e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 95788 members 
Entering Unmasked Estep 
Score: -12358695.000000 Penalty: 3417.635742
	Iteration 163Q: 3 clusters Score -1.23587e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 95789 members 
Entering Unmasked Estep 
Score: -12358698.000000 Penalty: 3417.635742
	Iteration 164Q: 3 clusters Score -1.23587e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 95790 members 
Entering Unmasked Estep 
Score: -12358697.000000 Penalty: 3417.635742
	Iteration 165Q: 3 clusters Score -1.23587e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 95792 members 
Entering Unmasked Estep 
Score: -12358690.000000 Penalty: 3417.635742
	Iteration 166Q: 3 clusters Score -1.235869e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 95795 members 
Entering Unmasked Estep 
Score: -12358697.000000 Penalty: 3417.635742
	Iteration 167Q: 3 clusters Score -1.23587e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 95804 members 
Entering Unmasked Estep 
Score: -12358704.000000 Penalty: 3417.635742
	Iteration 168Q: 3 clusters Score -1.23587e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 95813 members 
Entering Unmasked Estep 
Score: -12358697.000000 Penalty: 3417.635742
	Iteration 169Q: 3 clusters Score -1.23587e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 95824 members 
Entering Unmasked Estep 
Score: -12358714.000000 Penalty: 3417.635742
	Iteration 170Q: 3 clusters Score -1.235871e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 95831 members 
Entering Unmasked Estep 
Score: -12358710.000000 Penalty: 3417.635742
	Iteration 171Q: 3 clusters Score -1.235871e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 95834 members 
Entering Unmasked Estep 
Score: -12358715.000000 Penalty: 3417.635742
	Iteration 172Q: 3 clusters Score -1.235872e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 95835 members 
Entering Unmasked Estep 
Score: -12358706.000000 Penalty: 3417.635742
	Iteration 173Q: 3 clusters Score -1.235871e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 95838 members 
Entering Unmasked Estep 
Score: -12358707.000000 Penalty: 3417.635742
	Iteration 174Q: 3 clusters Score -1.235871e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 95841 members 
Entering Unmasked Estep 
Score: -12358705.000000 Penalty: 3417.635742
	Iteration 175Q: 3 clusters Score -1.23587e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 95844 members 
Entering Unmasked Estep 
Score: -12358707.000000 Penalty: 3417.635742
	Iteration 176Q: 3 clusters Score -1.235871e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 95845 members 
Entering Unmasked Estep 
Score: -12358711.000000 Penalty: 3417.635742
	Iteration 177Q: 3 clusters Score -1.235871e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 95845 members 
Entering Unmasked Estep 
Score: -12358717.000000 Penalty: 3417.635742
	Iteration 178Q: 3 clusters Score -1.235872e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 95846 members 
Entering Unmasked Estep 
Score: -12358714.000000 Penalty: 3417.635742
	Iteration 179Q: 3 clusters Score -1.235871e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 95846 members 
Entering Unmasked Estep 
Score: -12358714.000000 Penalty: 3417.635742
	Iteration 180F: 3 clusters Score -1.235871e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (26327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26327 members 
Entering Unmasked Estep 
Score: -3243048.750000 Penalty: 1514.538574
	Iteration 0F: 2 clusters Score -3243049 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -3225972.000000 Penalty: 3029.077148
	Iteration 0F: 3 clusters Score -3225972 nChanged 11730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -3232395.000000 Penalty: 3029.077148
	Iteration 1F: 3 clusters Score -3232395 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -3232884.500000 Penalty: 3029.077148
	Iteration 2Q: 3 clusters Score -3232884 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -3233356.250000 Penalty: 3029.077148
	Iteration 3Q: 3 clusters Score -3233356 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -3233870.750000 Penalty: 3029.077148
	Iteration 4Q: 3 clusters Score -3233871 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -3234430.500000 Penalty: 3029.077148
	Iteration 5Q: 3 clusters Score -3234430 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -3235056.500000 Penalty: 3029.077148
	Iteration 6Q: 3 clusters Score -3235056 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -3235750.750000 Penalty: 3029.077148
	Iteration 7Q: 3 clusters Score -3235751 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -3236575.250000 Penalty: 3029.077148
	Iteration 8F: 3 clusters Score -3236575 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -3237423.750000 Penalty: 3029.077148
	Iteration 9Q: 3 clusters Score -3237424 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -3238210.750000 Penalty: 3029.077148
	Iteration 10Q: 3 clusters Score -3238211 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -3238936.750000 Penalty: 3029.077148
	Iteration 11Q: 3 clusters Score -3238937 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -3239485.000000 Penalty: 3029.077148
	Iteration 12Q: 3 clusters Score -3239485 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 20639 members 
Entering Unmasked Estep 
Score: -3239873.000000 Penalty: 3029.077148
	Iteration 13Q: 3 clusters Score -3239873 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 21147 members 
Entering Unmasked Estep 
Score: -3240173.750000 Penalty: 3029.077148
	Iteration 14Q: 3 clusters Score -3240174 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -3240419.500000 Penalty: 3029.077148
	Iteration 15Q: 3 clusters Score -3240420 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -3240633.000000 Penalty: 3029.077148
	Iteration 16Q: 3 clusters Score -3240633 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -3240837.500000 Penalty: 3029.077148
	Iteration 17Q: 3 clusters Score -3240838 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -3241003.000000 Penalty: 3029.077148
	Iteration 18Q: 3 clusters Score -3241003 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 22863 members 
Entering Unmasked Estep 
Score: -3241126.250000 Penalty: 3029.077148
	Iteration 19Q: 3 clusters Score -3241126 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
Score: -3241221.750000 Penalty: 3029.077148
	Iteration 20F: 3 clusters Score -3241222 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
Score: -3241298.750000 Penalty: 3029.077148
	Iteration 21Q: 3 clusters Score -3241299 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 23396 members 
Entering Unmasked Estep 
Score: -3241360.750000 Penalty: 3029.077148
	Iteration 22Q: 3 clusters Score -3241361 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 23537 members 
Entering Unmasked Estep 
Score: -3241428.500000 Penalty: 3029.077148
	Iteration 23Q: 3 clusters Score -3241428 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 23646 members 
Entering Unmasked Estep 
Score: -3241480.000000 Penalty: 3029.077148
	Iteration 24Q: 3 clusters Score -3241480 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 23742 members 
Entering Unmasked Estep 
Score: -3241503.750000 Penalty: 3029.077148
	Iteration 25Q: 3 clusters Score -3241504 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 23832 members 
Entering Unmasked Estep 
Score: -3241543.000000 Penalty: 3029.077148
	Iteration 26Q: 3 clusters Score -3241543 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 23912 members 
Entering Unmasked Estep 
Score: -3241575.750000 Penalty: 3029.077148
	Iteration 27Q: 3 clusters Score -3241576 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -3241598.250000 Penalty: 3029.077148
	Iteration 28Q: 3 clusters Score -3241598 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 24054 members 
Entering Unmasked Estep 
Score: -3241617.750000 Penalty: 3029.077148
	Iteration 29Q: 3 clusters Score -3241618 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 24118 members 
Entering Unmasked Estep 
Score: -3241642.000000 Penalty: 3029.077148
	Iteration 30Q: 3 clusters Score -3241642 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 24175 members 
Entering Unmasked Estep 
Score: -3241658.500000 Penalty: 3029.077148
	Iteration 31Q: 3 clusters Score -3241658 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 24243 members 
Entering Unmasked Estep 
Score: -3241694.500000 Penalty: 3029.077148
	Iteration 32Q: 3 clusters Score -3241694 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 24307 members 
Entering Unmasked Estep 
Score: -3241704.750000 Penalty: 3029.077148
	Iteration 33Q: 3 clusters Score -3241705 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 24360 members 
Entering Unmasked Estep 
Score: -3241719.750000 Penalty: 3029.077148
	Iteration 34Q: 3 clusters Score -3241720 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 24414 members 
Entering Unmasked Estep 
Score: -3241734.000000 Penalty: 3029.077148
	Iteration 35Q: 3 clusters Score -3241734 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 24459 members 
Entering Unmasked Estep 
Score: -3241746.750000 Penalty: 3029.077148
	Iteration 36Q: 3 clusters Score -3241747 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 24502 members 
Entering Unmasked Estep 
Score: -3241758.250000 Penalty: 3029.077148
	Iteration 37Q: 3 clusters Score -3241758 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 24559 members 
Entering Unmasked Estep 
Score: -3241781.500000 Penalty: 3029.077148
	Iteration 38Q: 3 clusters Score -3241782 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 24615 members 
Entering Unmasked Estep 
Score: -3241803.250000 Penalty: 3029.077148
	Iteration 39Q: 3 clusters Score -3241803 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 24666 members 
Entering Unmasked Estep 
Score: -3241820.500000 Penalty: 3029.077148
	Iteration 40F: 3 clusters Score -3241820 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 24718 members 
Entering Unmasked Estep 
Score: -3241838.250000 Penalty: 3029.077148
	Iteration 41Q: 3 clusters Score -3241838 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 24778 members 
Entering Unmasked Estep 
Score: -3241864.750000 Penalty: 3029.077148
	Iteration 42Q: 3 clusters Score -3241865 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 24833 members 
Entering Unmasked Estep 
Score: -3241877.000000 Penalty: 3029.077148
	Iteration 43Q: 3 clusters Score -3241877 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 24880 members 
Entering Unmasked Estep 
Score: -3241893.000000 Penalty: 3029.077148
	Iteration 44Q: 3 clusters Score -3241893 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 24925 members 
Entering Unmasked Estep 
Score: -3241910.500000 Penalty: 3029.077148
	Iteration 45Q: 3 clusters Score -3241910 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 24964 members 
Entering Unmasked Estep 
Score: -3241922.000000 Penalty: 3029.077148
	Iteration 46Q: 3 clusters Score -3241922 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 24994 members 
Entering Unmasked Estep 
Score: -3241935.250000 Penalty: 3029.077148
	Iteration 47Q: 3 clusters Score -3241935 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 25023 members 
Entering Unmasked Estep 
Score: -3241946.750000 Penalty: 3029.077148
	Iteration 48Q: 3 clusters Score -3241947 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 25043 members 
Entering Unmasked Estep 
Score: -3241955.500000 Penalty: 3029.077148
	Iteration 49Q: 3 clusters Score -3241956 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 25062 members 
Entering Unmasked Estep 
Score: -3241958.750000 Penalty: 3029.077148
	Iteration 50Q: 3 clusters Score -3241959 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -3241967.000000 Penalty: 3029.077148
	Iteration 51Q: 3 clusters Score -3241967 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 25112 members 
Entering Unmasked Estep 
Score: -3241978.000000 Penalty: 3029.077148
	Iteration 52Q: 3 clusters Score -3241978 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 25138 members 
Entering Unmasked Estep 
Score: -3241984.250000 Penalty: 3029.077148
	Iteration 53Q: 3 clusters Score -3241984 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 25156 members 
Entering Unmasked Estep 
Score: -3241986.250000 Penalty: 3029.077148
	Iteration 54Q: 3 clusters Score -3241986 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -3241991.750000 Penalty: 3029.077148
	Iteration 55Q: 3 clusters Score -3241992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 25179 members 
Entering Unmasked Estep 
Score: -3241986.750000 Penalty: 3029.077148
	Iteration 56Q: 3 clusters Score -3241987 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 25187 members 
Entering Unmasked Estep 
Score: -3241993.750000 Penalty: 3029.077148
	Iteration 57Q: 3 clusters Score -3241994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 25193 members 
Entering Unmasked Estep 
Score: -3241998.000000 Penalty: 3029.077148
	Iteration 58Q: 3 clusters Score -3241998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 25200 members 
Entering Unmasked Estep 
Score: -3242000.000000 Penalty: 3029.077148
	Iteration 59Q: 3 clusters Score -3242000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 25208 members 
Entering Unmasked Estep 
Score: -3241999.250000 Penalty: 3029.077148
	Iteration 60F: 3 clusters Score -3241999 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 25221 members 
Entering Unmasked Estep 
Score: -3242004.500000 Penalty: 3029.077148
	Iteration 61Q: 3 clusters Score -3242004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 25230 members 
Entering Unmasked Estep 
Score: -3242009.750000 Penalty: 3029.077148
	Iteration 62Q: 3 clusters Score -3242010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 25241 members 
Entering Unmasked Estep 
Score: -3242022.000000 Penalty: 3029.077148
	Iteration 63Q: 3 clusters Score -3242022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 25253 members 
Entering Unmasked Estep 
Score: -3242028.250000 Penalty: 3029.077148
	Iteration 64Q: 3 clusters Score -3242028 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 25268 members 
Entering Unmasked Estep 
Score: -3242034.750000 Penalty: 3029.077148
	Iteration 65Q: 3 clusters Score -3242035 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 25282 members 
Entering Unmasked Estep 
Score: -3242042.750000 Penalty: 3029.077148
	Iteration 66Q: 3 clusters Score -3242043 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 25294 members 
Entering Unmasked Estep 
Score: -3242043.500000 Penalty: 3029.077148
	Iteration 67Q: 3 clusters Score -3242044 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 25305 members 
Entering Unmasked Estep 
Score: -3242043.500000 Penalty: 3029.077148
	Iteration 68Q: 3 clusters Score -3242044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 25317 members 
Entering Unmasked Estep 
Score: -3242053.500000 Penalty: 3029.077148
	Iteration 69Q: 3 clusters Score -3242054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 25325 members 
Entering Unmasked Estep 
Score: -3242055.750000 Penalty: 3029.077148
	Iteration 70Q: 3 clusters Score -3242056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 25332 members 
Entering Unmasked Estep 
Score: -3242059.500000 Penalty: 3029.077148
	Iteration 71Q: 3 clusters Score -3242060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 25338 members 
Entering Unmasked Estep 
Score: -3242061.500000 Penalty: 3029.077148
	Iteration 72Q: 3 clusters Score -3242062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 25345 members 
Entering Unmasked Estep 
Score: -3242059.000000 Penalty: 3029.077148
	Iteration 73Q: 3 clusters Score -3242059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 25347 members 
Entering Unmasked Estep 
Score: -3242061.250000 Penalty: 3029.077148
	Iteration 74Q: 3 clusters Score -3242061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 25351 members 
Entering Unmasked Estep 
Score: -3242058.250000 Penalty: 3029.077148
	Iteration 75Q: 3 clusters Score -3242058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 25352 members 
Entering Unmasked Estep 
Score: -3242060.000000 Penalty: 3029.077148
	Iteration 76Q: 3 clusters Score -3242060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 25353 members 
Entering Unmasked Estep 
Score: -3242060.250000 Penalty: 3029.077148
	Iteration 77Q: 3 clusters Score -3242060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 25356 members 
Entering Unmasked Estep 
Score: -3242060.000000 Penalty: 3029.077148
	Iteration 78Q: 3 clusters Score -3242060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 25359 members 
Entering Unmasked Estep 
Score: -3242063.000000 Penalty: 3029.077148
	Iteration 79Q: 3 clusters Score -3242063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 25360 members 
Entering Unmasked Estep 
Score: -3242066.000000 Penalty: 3029.077148
	Iteration 80F: 3 clusters Score -3242066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 25362 members 
Entering Unmasked Estep 
Score: -3242068.000000 Penalty: 3029.077148
	Iteration 81Q: 3 clusters Score -3242068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 25365 members 
Entering Unmasked Estep 
Score: -3242065.000000 Penalty: 3029.077148
	Iteration 82Q: 3 clusters Score -3242065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 25369 members 
Entering Unmasked Estep 
Score: -3242061.250000 Penalty: 3029.077148
	Iteration 83Q: 3 clusters Score -3242061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 25373 members 
Entering Unmasked Estep 
Score: -3242068.500000 Penalty: 3029.077148
	Iteration 84Q: 3 clusters Score -3242068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 25380 members 
Entering Unmasked Estep 
Score: -3242071.000000 Penalty: 3029.077148
	Iteration 85Q: 3 clusters Score -3242071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 25383 members 
Entering Unmasked Estep 
Score: -3242070.000000 Penalty: 3029.077148
	Iteration 86Q: 3 clusters Score -3242070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 25388 members 
Entering Unmasked Estep 
Score: -3242073.000000 Penalty: 3029.077148
	Iteration 87Q: 3 clusters Score -3242073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 25392 members 
Entering Unmasked Estep 
Score: -3242075.500000 Penalty: 3029.077148
	Iteration 88Q: 3 clusters Score -3242076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 25396 members 
Entering Unmasked Estep 
Score: -3242073.500000 Penalty: 3029.077148
	Iteration 89Q: 3 clusters Score -3242074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 25396 members 
Entering Unmasked Estep 
Score: -3242073.500000 Penalty: 3029.077148
	Iteration 90F: 3 clusters Score -3242074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (50759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50759 members 
Entering Unmasked Estep 
Score: -6383939.000000 Penalty: 1612.224854
	Iteration 0F: 2 clusters Score -6383939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25398 members 
Mstep: Class 2 contains 25361 members 
Entering Unmasked Estep 
Score: -6351774.500000 Penalty: 3224.449707
	Iteration 0F: 3 clusters Score -6351774 nChanged 23334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24968 members 
Mstep: Class 2 contains 25791 members 
Entering Unmasked Estep 
Score: -6364734.500000 Penalty: 3224.449707
	Iteration 1F: 3 clusters Score -6364734 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24640 members 
Mstep: Class 2 contains 26119 members 
Entering Unmasked Estep 
Score: -6365385.000000 Penalty: 3224.449707
	Iteration 2Q: 3 clusters Score -6365385 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24179 members 
Mstep: Class 2 contains 26580 members 
Entering Unmasked Estep 
Score: -6366081.500000 Penalty: 3224.449707
	Iteration 3Q: 3 clusters Score -6366082 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23520 members 
Mstep: Class 2 contains 27239 members 
Entering Unmasked Estep 
Score: -6366883.500000 Penalty: 3224.449707
	Iteration 4Q: 3 clusters Score -6366884 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22628 members 
Mstep: Class 2 contains 28131 members 
Entering Unmasked Estep 
Score: -6367801.500000 Penalty: 3224.449707
	Iteration 5Q: 3 clusters Score -6367802 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 29232 members 
Entering Unmasked Estep 
Score: -6368814.500000 Penalty: 3224.449707
	Iteration 6Q: 3 clusters Score -6368814 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 30666 members 
Entering Unmasked Estep 
Score: -6369846.000000 Penalty: 3224.449707
	Iteration 7Q: 3 clusters Score -6369846 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 32372 members 
Entering Unmasked Estep 
Score: -6370895.000000 Penalty: 3224.449707
	Iteration 8Q: 3 clusters Score -6370895 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 34357 members 
Entering Unmasked Estep 
Score: -6372061.000000 Penalty: 3224.449707
	Iteration 9Q: 3 clusters Score -6372061 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 36584 members 
Entering Unmasked Estep 
Score: -6373398.500000 Penalty: 3224.449707
	Iteration 10Q: 3 clusters Score -6373398 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 38932 members 
Entering Unmasked Estep 
Score: -6374843.500000 Penalty: 3224.449707
	Iteration 11Q: 3 clusters Score -6374844 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 41322 members 
Entering Unmasked Estep 
Score: -6376265.500000 Penalty: 3224.449707
	Iteration 12Q: 3 clusters Score -6376266 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 43704 members 
Entering Unmasked Estep 
Score: -6377867.000000 Penalty: 3224.449707
	Iteration 13Q: 3 clusters Score -6377867 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 45763 members 
Entering Unmasked Estep 
Score: -6379324.000000 Penalty: 3224.449707
	Iteration 14Q: 3 clusters Score -6379324 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 47396 members 
Entering Unmasked Estep 
Score: -6380619.000000 Penalty: 3224.449707
	Iteration 15Q: 3 clusters Score -6380619 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 48505 members 
Entering Unmasked Estep 
Score: -6381572.000000 Penalty: 3224.449707
	Iteration 16Q: 3 clusters Score -6381572 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 49159 members 
Entering Unmasked Estep 
Score: -6382211.500000 Penalty: 3224.449707
	Iteration 17Q: 3 clusters Score -6382212 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 49472 members 
Entering Unmasked Estep 
Score: -6382579.500000 Penalty: 3224.449707
	Iteration 18Q: 3 clusters Score -6382580 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 49615 members 
Entering Unmasked Estep 
Score: -6382914.000000 Penalty: 3224.449707
	Iteration 19Q: 3 clusters Score -6382914 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 49634 members 
Entering Unmasked Estep 
Score: -6383139.000000 Penalty: 3224.449707
	Iteration 20F: 3 clusters Score -6383139 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 49605 members 
Entering Unmasked Estep 
Score: -6383237.000000 Penalty: 3224.449707
	Iteration 21Q: 3 clusters Score -6383237 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 49580 members 
Entering Unmasked Estep 
Score: -6383290.000000 Penalty: 3224.449707
	Iteration 22Q: 3 clusters Score -6383290 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 49561 members 
Entering Unmasked Estep 
Score: -6383310.000000 Penalty: 3224.449707
	Iteration 23Q: 3 clusters Score -6383310 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 49559 members 
Entering Unmasked Estep 
Score: -6383313.000000 Penalty: 3224.449707
	Iteration 24Q: 3 clusters Score -6383313 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 49558 members 
Entering Unmasked Estep 
Score: -6383317.000000 Penalty: 3224.449707
	Iteration 25Q: 3 clusters Score -6383317 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 49557 members 
Entering Unmasked Estep 
Score: -6383321.000000 Penalty: 3224.449707
	Iteration 26Q: 3 clusters Score -6383321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 49555 members 
Entering Unmasked Estep 
Score: -6383323.500000 Penalty: 3224.449707
	Iteration 27Q: 3 clusters Score -6383324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 49548 members 
Entering Unmasked Estep 
Score: -6383324.500000 Penalty: 3224.449707
	Iteration 28Q: 3 clusters Score -6383324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 49542 members 
Entering Unmasked Estep 
Score: -6383332.000000 Penalty: 3224.449707
	Iteration 29Q: 3 clusters Score -6383332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 49535 members 
Entering Unmasked Estep 
Score: -6383336.000000 Penalty: 3224.449707
	Iteration 30Q: 3 clusters Score -6383336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 49527 members 
Entering Unmasked Estep 
Score: -6383339.000000 Penalty: 3224.449707
	Iteration 31Q: 3 clusters Score -6383339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 49521 members 
Entering Unmasked Estep 
Score: -6383337.000000 Penalty: 3224.449707
	Iteration 32Q: 3 clusters Score -6383337 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 49516 members 
Entering Unmasked Estep 
Score: -6383339.500000 Penalty: 3224.449707
	Iteration 33Q: 3 clusters Score -6383340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 49513 members 
Entering Unmasked Estep 
Score: -6383336.000000 Penalty: 3224.449707
	Iteration 34Q: 3 clusters Score -6383336 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 49505 members 
Entering Unmasked Estep 
Score: -6383344.500000 Penalty: 3224.449707
	Iteration 35Q: 3 clusters Score -6383344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 49498 members 
Entering Unmasked Estep 
Score: -6383351.500000 Penalty: 3224.449707
	Iteration 36Q: 3 clusters Score -6383352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 49497 members 
Entering Unmasked Estep 
Score: -6383348.500000 Penalty: 3224.449707
	Iteration 37Q: 3 clusters Score -6383348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 49500 members 
Entering Unmasked Estep 
Score: -6383355.000000 Penalty: 3224.449707
	Iteration 38Q: 3 clusters Score -6383355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 49503 members 
Entering Unmasked Estep 
Score: -6383351.000000 Penalty: 3224.449707
	Iteration 39Q: 3 clusters Score -6383351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 49501 members 
Entering Unmasked Estep 
Score: -6383358.000000 Penalty: 3224.449707
	Iteration 40F: 3 clusters Score -6383358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 49499 members 
Entering Unmasked Estep 
Score: -6383357.000000 Penalty: 3224.449707
	Iteration 41Q: 3 clusters Score -6383357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 49498 members 
Entering Unmasked Estep 
Score: -6383351.500000 Penalty: 3224.449707
	Iteration 42Q: 3 clusters Score -6383352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 49496 members 
Entering Unmasked Estep 
Score: -6383351.000000 Penalty: 3224.449707
	Iteration 43Q: 3 clusters Score -6383351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 49498 members 
Entering Unmasked Estep 
Score: -6383352.500000 Penalty: 3224.449707
	Iteration 44Q: 3 clusters Score -6383352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 49497 members 
Entering Unmasked Estep 
Score: -6383350.500000 Penalty: 3224.449707
	Iteration 45Q: 3 clusters Score -6383350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 49497 members 
Entering Unmasked Estep 
Score: -6383350.500000 Penalty: 3224.449707
	Iteration 46F: 3 clusters Score -6383350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Entering Unmasked Estep 
Score: -722330.500000 Penalty: 1298.765747
	Iteration 0F: 2 clusters Score -722330.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -717991.187500 Penalty: 2597.531494
	Iteration 0F: 3 clusters Score -717991.2 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -719386.562500 Penalty: 2597.531494
	Iteration 1F: 3 clusters Score -719386.6 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -719735.062500 Penalty: 2597.531494
	Iteration 2F: 3 clusters Score -719735.1 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -719988.000000 Penalty: 2597.531494
	Iteration 3F: 3 clusters Score -719988 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -720194.250000 Penalty: 2597.531494
	Iteration 4F: 3 clusters Score -720194.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -720357.062500 Penalty: 2597.531494
	Iteration 5Q: 3 clusters Score -720357.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -720536.750000 Penalty: 2597.531494
	Iteration 6Q: 3 clusters Score -720536.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -720752.625000 Penalty: 2597.531494
	Iteration 7Q: 3 clusters Score -720752.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -720943.625000 Penalty: 2597.531494
	Iteration 8Q: 3 clusters Score -720943.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -721112.500000 Penalty: 2597.531494
	Iteration 9Q: 3 clusters Score -721112.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -721226.312500 Penalty: 2597.531494
	Iteration 10Q: 3 clusters Score -721226.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -721321.062500 Penalty: 2597.531494
	Iteration 11Q: 3 clusters Score -721321.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -721404.125000 Penalty: 2597.531494
	Iteration 12Q: 3 clusters Score -721404.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -721473.812500 Penalty: 2597.531494
	Iteration 13Q: 3 clusters Score -721473.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -721531.875000 Penalty: 2597.531494
	Iteration 14Q: 3 clusters Score -721531.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -721580.687500 Penalty: 2597.531494
	Iteration 15Q: 3 clusters Score -721580.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -721619.437500 Penalty: 2597.531494
	Iteration 16Q: 3 clusters Score -721619.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -721645.250000 Penalty: 2597.531494
	Iteration 17Q: 3 clusters Score -721645.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -721677.750000 Penalty: 2597.531494
	Iteration 18Q: 3 clusters Score -721677.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -721706.312500 Penalty: 2597.531494
	Iteration 19Q: 3 clusters Score -721706.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -721720.625000 Penalty: 2597.531494
	Iteration 20F: 3 clusters Score -721720.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -721730.000000 Penalty: 2597.531494
	Iteration 21Q: 3 clusters Score -721730 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -721737.375000 Penalty: 2597.531494
	Iteration 22Q: 3 clusters Score -721737.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -721743.562500 Penalty: 2597.531494
	Iteration 23Q: 3 clusters Score -721743.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -721753.625000 Penalty: 2597.531494
	Iteration 24Q: 3 clusters Score -721753.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -721764.187500 Penalty: 2597.531494
	Iteration 25Q: 3 clusters Score -721764.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -721766.250000 Penalty: 2597.531494
	Iteration 26Q: 3 clusters Score -721766.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -721771.187500 Penalty: 2597.531494
	Iteration 27Q: 3 clusters Score -721771.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -721774.812500 Penalty: 2597.531494
	Iteration 28Q: 3 clusters Score -721774.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -721778.875000 Penalty: 2597.531494
	Iteration 29Q: 3 clusters Score -721778.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -721777.125000 Penalty: 2597.531494
	Iteration 30Q: 3 clusters Score -721777.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -721780.937500 Penalty: 2597.531494
	Iteration 31Q: 3 clusters Score -721780.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -721781.750000 Penalty: 2597.531494
	Iteration 32Q: 3 clusters Score -721781.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -721781.937500 Penalty: 2597.531494
	Iteration 33Q: 3 clusters Score -721781.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -721781.625000 Penalty: 2597.531494
	Iteration 34Q: 3 clusters Score -721781.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -721782.875000 Penalty: 2597.531494
	Iteration 35Q: 3 clusters Score -721782.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -721784.375000 Penalty: 2597.531494
	Iteration 36Q: 3 clusters Score -721784.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -721783.125000 Penalty: 2597.531494
	Iteration 37Q: 3 clusters Score -721783.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -721785.812500 Penalty: 2597.531494
	Iteration 38Q: 3 clusters Score -721785.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -721785.812500 Penalty: 2597.531494
	Iteration 39F: 3 clusters Score -721785.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (80891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80891 members 
Entering Unmasked Estep 
Score: -10305787.000000 Penalty: 1681.567627
	Iteration 0F: 2 clusters Score -1.030579e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40331 members 
Mstep: Class 2 contains 40560 members 
Entering Unmasked Estep 
Score: -10260250.000000 Penalty: 3363.135254
	Iteration 0F: 3 clusters Score -1.026025e+07 nChanged 37970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39309 members 
Mstep: Class 2 contains 41582 members 
Entering Unmasked Estep 
Score: -10281925.000000 Penalty: 3363.135254
	Iteration 1F: 3 clusters Score -1.028192e+07 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38482 members 
Mstep: Class 2 contains 42409 members 
Entering Unmasked Estep 
Score: -10282440.000000 Penalty: 3363.135254
	Iteration 2Q: 3 clusters Score -1.028244e+07 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37381 members 
Mstep: Class 2 contains 43510 members 
Entering Unmasked Estep 
Score: -10283094.000000 Penalty: 3363.135254
	Iteration 3Q: 3 clusters Score -1.028309e+07 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35816 members 
Mstep: Class 2 contains 45075 members 
Entering Unmasked Estep 
Score: -10283783.000000 Penalty: 3363.135254
	Iteration 4Q: 3 clusters Score -1.028378e+07 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33718 members 
Mstep: Class 2 contains 47173 members 
Entering Unmasked Estep 
Score: -10284604.000000 Penalty: 3363.135254
	Iteration 5Q: 3 clusters Score -1.02846e+07 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30916 members 
Mstep: Class 2 contains 49975 members 
Entering Unmasked Estep 
Score: -10285721.000000 Penalty: 3363.135254
	Iteration 6Q: 3 clusters Score -1.028572e+07 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27674 members 
Mstep: Class 2 contains 53217 members 
Entering Unmasked Estep 
Score: -10287179.000000 Penalty: 3363.135254
	Iteration 7Q: 3 clusters Score -1.028718e+07 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23847 members 
Mstep: Class 2 contains 57044 members 
Entering Unmasked Estep 
Score: -10289233.000000 Penalty: 3363.135254
	Iteration 8F: 3 clusters Score -1.028923e+07 nChanged 4605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 61075 members 
Entering Unmasked Estep 
Score: -10291962.000000 Penalty: 3363.135254
	Iteration 9F: 3 clusters Score -1.029196e+07 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 64843 members 
Entering Unmasked Estep 
Score: -10294859.000000 Penalty: 3363.135254
	Iteration 10F: 3 clusters Score -1.029486e+07 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 67852 members 
Entering Unmasked Estep 
Score: -10297311.000000 Penalty: 3363.135254
	Iteration 11Q: 3 clusters Score -1.029731e+07 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 69961 members 
Entering Unmasked Estep 
Score: -10299000.000000 Penalty: 3363.135254
	Iteration 12Q: 3 clusters Score -1.0299e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 71521 members 
Entering Unmasked Estep 
Score: -10300156.000000 Penalty: 3363.135254
	Iteration 13Q: 3 clusters Score -1.030016e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 72603 members 
Entering Unmasked Estep 
Score: -10300805.000000 Penalty: 3363.135254
	Iteration 14Q: 3 clusters Score -1.03008e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 73484 members 
Entering Unmasked Estep 
Score: -10301269.000000 Penalty: 3363.135254
	Iteration 15Q: 3 clusters Score -1.030127e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 74236 members 
Entering Unmasked Estep 
Score: -10301618.000000 Penalty: 3363.135254
	Iteration 16Q: 3 clusters Score -1.030162e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 74884 members 
Entering Unmasked Estep 
Score: -10301952.000000 Penalty: 3363.135254
	Iteration 17Q: 3 clusters Score -1.030195e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 75442 members 
Entering Unmasked Estep 
Score: -10302258.000000 Penalty: 3363.135254
	Iteration 18Q: 3 clusters Score -1.030226e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 75939 members 
Entering Unmasked Estep 
Score: -10302547.000000 Penalty: 3363.135254
	Iteration 19Q: 3 clusters Score -1.030255e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 76417 members 
Entering Unmasked Estep 
Score: -10302772.000000 Penalty: 3363.135254
	Iteration 20F: 3 clusters Score -1.030277e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 76830 members 
Entering Unmasked Estep 
Score: -10302991.000000 Penalty: 3363.135254
	Iteration 21Q: 3 clusters Score -1.030299e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 77205 members 
Entering Unmasked Estep 
Score: -10303181.000000 Penalty: 3363.135254
	Iteration 22Q: 3 clusters Score -1.030318e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 77544 members 
Entering Unmasked Estep 
Score: -10303335.000000 Penalty: 3363.135254
	Iteration 23Q: 3 clusters Score -1.030334e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 77823 members 
Entering Unmasked Estep 
Score: -10303485.000000 Penalty: 3363.135254
	Iteration 24Q: 3 clusters Score -1.030348e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 78064 members 
Entering Unmasked Estep 
Score: -10303666.000000 Penalty: 3363.135254
	Iteration 25Q: 3 clusters Score -1.030367e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 78291 members 
Entering Unmasked Estep 
Score: -10303813.000000 Penalty: 3363.135254
	Iteration 26Q: 3 clusters Score -1.030381e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 78474 members 
Entering Unmasked Estep 
Score: -10303932.000000 Penalty: 3363.135254
	Iteration 27Q: 3 clusters Score -1.030393e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 78645 members 
Entering Unmasked Estep 
Score: -10304091.000000 Penalty: 3363.135254
	Iteration 28Q: 3 clusters Score -1.030409e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 78782 members 
Entering Unmasked Estep 
Score: -10304156.000000 Penalty: 3363.135254
	Iteration 29Q: 3 clusters Score -1.030416e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 78896 members 
Entering Unmasked Estep 
Score: -10304231.000000 Penalty: 3363.135254
	Iteration 30Q: 3 clusters Score -1.030423e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 78989 members 
Entering Unmasked Estep 
Score: -10304289.000000 Penalty: 3363.135254
	Iteration 31Q: 3 clusters Score -1.030429e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 79068 members 
Entering Unmasked Estep 
Score: -10304336.000000 Penalty: 3363.135254
	Iteration 32Q: 3 clusters Score -1.030434e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 79131 members 
Entering Unmasked Estep 
Score: -10304400.000000 Penalty: 3363.135254
	Iteration 33Q: 3 clusters Score -1.03044e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 79200 members 
Entering Unmasked Estep 
Score: -10304429.000000 Penalty: 3363.135254
	Iteration 34Q: 3 clusters Score -1.030443e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 79249 members 
Entering Unmasked Estep 
Score: -10304480.000000 Penalty: 3363.135254
	Iteration 35Q: 3 clusters Score -1.030448e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 79282 members 
Entering Unmasked Estep 
Score: -10304482.000000 Penalty: 3363.135254
	Iteration 36Q: 3 clusters Score -1.030448e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 79312 members 
Entering Unmasked Estep 
Score: -10304501.000000 Penalty: 3363.135254
	Iteration 37Q: 3 clusters Score -1.03045e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 79333 members 
Entering Unmasked Estep 
Score: -10304517.000000 Penalty: 3363.135254
	Iteration 38Q: 3 clusters Score -1.030452e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 79364 members 
Entering Unmasked Estep 
Score: -10304531.000000 Penalty: 3363.135254
	Iteration 39Q: 3 clusters Score -1.030453e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 79396 members 
Entering Unmasked Estep 
Score: -10304545.000000 Penalty: 3363.135254
	Iteration 40F: 3 clusters Score -1.030454e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 79421 members 
Entering Unmasked Estep 
Score: -10304559.000000 Penalty: 3363.135254
	Iteration 41Q: 3 clusters Score -1.030456e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 79434 members 
Entering Unmasked Estep 
Score: -10304573.000000 Penalty: 3363.135254
	Iteration 42Q: 3 clusters Score -1.030457e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 79446 members 
Entering Unmasked Estep 
Score: -10304585.000000 Penalty: 3363.135254
	Iteration 43Q: 3 clusters Score -1.030458e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 79459 members 
Entering Unmasked Estep 
Score: -10304594.000000 Penalty: 3363.135254
	Iteration 44Q: 3 clusters Score -1.030459e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 79465 members 
Entering Unmasked Estep 
Score: -10304589.000000 Penalty: 3363.135254
	Iteration 45Q: 3 clusters Score -1.030459e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 79472 members 
Entering Unmasked Estep 
Score: -10304602.000000 Penalty: 3363.135254
	Iteration 46Q: 3 clusters Score -1.03046e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 79479 members 
Entering Unmasked Estep 
Score: -10304621.000000 Penalty: 3363.135254
	Iteration 47Q: 3 clusters Score -1.030462e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 79498 members 
Entering Unmasked Estep 
Score: -10304621.000000 Penalty: 3363.135254
	Iteration 48Q: 3 clusters Score -1.030462e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 79509 members 
Entering Unmasked Estep 
Score: -10304620.000000 Penalty: 3363.135254
	Iteration 49Q: 3 clusters Score -1.030462e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 79516 members 
Entering Unmasked Estep 
Score: -10304630.000000 Penalty: 3363.135254
	Iteration 50Q: 3 clusters Score -1.030463e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 79526 members 
Entering Unmasked Estep 
Score: -10304632.000000 Penalty: 3363.135254
	Iteration 51Q: 3 clusters Score -1.030463e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 79537 members 
Entering Unmasked Estep 
Score: -10304622.000000 Penalty: 3363.135254
	Iteration 52Q: 3 clusters Score -1.030462e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 79542 members 
Entering Unmasked Estep 
Score: -10304630.000000 Penalty: 3363.135254
	Iteration 53Q: 3 clusters Score -1.030463e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 79544 members 
Entering Unmasked Estep 
Score: -10304634.000000 Penalty: 3363.135254
	Iteration 54Q: 3 clusters Score -1.030463e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 79555 members 
Entering Unmasked Estep 
Score: -10304639.000000 Penalty: 3363.135254
	Iteration 55Q: 3 clusters Score -1.030464e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 79567 members 
Entering Unmasked Estep 
Score: -10304652.000000 Penalty: 3363.135254
	Iteration 56Q: 3 clusters Score -1.030465e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 79580 members 
Entering Unmasked Estep 
Score: -10304652.000000 Penalty: 3363.135254
	Iteration 57Q: 3 clusters Score -1.030465e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 79593 members 
Entering Unmasked Estep 
Score: -10304670.000000 Penalty: 3363.135254
	Iteration 58Q: 3 clusters Score -1.030467e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 79600 members 
Entering Unmasked Estep 
Score: -10304663.000000 Penalty: 3363.135254
	Iteration 59Q: 3 clusters Score -1.030466e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 79612 members 
Entering Unmasked Estep 
Score: -10304683.000000 Penalty: 3363.135254
	Iteration 60F: 3 clusters Score -1.030468e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 79624 members 
Entering Unmasked Estep 
Score: -10304687.000000 Penalty: 3363.135254
	Iteration 61Q: 3 clusters Score -1.030469e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 79633 members 
Entering Unmasked Estep 
Score: -10304704.000000 Penalty: 3363.135254
	Iteration 62Q: 3 clusters Score -1.03047e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 79639 members 
Entering Unmasked Estep 
Score: -10304696.000000 Penalty: 3363.135254
	Iteration 63Q: 3 clusters Score -1.03047e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 79637 members 
Entering Unmasked Estep 
Score: -10304694.000000 Penalty: 3363.135254
	Iteration 64Q: 3 clusters Score -1.030469e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 79640 members 
Entering Unmasked Estep 
Score: -10304692.000000 Penalty: 3363.135254
	Iteration 65Q: 3 clusters Score -1.030469e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 79641 members 
Entering Unmasked Estep 
Score: -10304692.000000 Penalty: 3363.135254
	Iteration 66Q: 3 clusters Score -1.030469e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 79641 members 
Entering Unmasked Estep 
Score: -10304692.000000 Penalty: 3363.135254
	Iteration 67F: 3 clusters Score -1.030469e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (22424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22424 members 
Entering Unmasked Estep 
Score: -2846989.000000 Penalty: 1490.661621
	Iteration 0F: 2 clusters Score -2846989 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -2832410.750000 Penalty: 2981.323242
	Iteration 0F: 3 clusters Score -2832411 nChanged 9945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -2837852.000000 Penalty: 2981.323242
	Iteration 1F: 3 clusters Score -2837852 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -2838274.000000 Penalty: 2981.323242
	Iteration 2F: 3 clusters Score -2838274 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -2838635.250000 Penalty: 2981.323242
	Iteration 3Q: 3 clusters Score -2838635 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -2839022.250000 Penalty: 2981.323242
	Iteration 4Q: 3 clusters Score -2839022 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -2839513.750000 Penalty: 2981.323242
	Iteration 5Q: 3 clusters Score -2839514 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -2840204.000000 Penalty: 2981.323242
	Iteration 6F: 3 clusters Score -2840204 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -2841051.500000 Penalty: 2981.323242
	Iteration 7F: 3 clusters Score -2841052 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -2842059.750000 Penalty: 2981.323242
	Iteration 8F: 3 clusters Score -2842060 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -2843112.500000 Penalty: 2981.323242
	Iteration 9F: 3 clusters Score -2843112 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -2844000.250000 Penalty: 2981.323242
	Iteration 10Q: 3 clusters Score -2844000 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -2844718.250000 Penalty: 2981.323242
	Iteration 11Q: 3 clusters Score -2844718 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 21010 members 
Entering Unmasked Estep 
Score: -2845201.750000 Penalty: 2981.323242
	Iteration 12Q: 3 clusters Score -2845202 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 21332 members 
Entering Unmasked Estep 
Score: -2845480.000000 Penalty: 2981.323242
	Iteration 13Q: 3 clusters Score -2845480 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 21508 members 
Entering Unmasked Estep 
Score: -2845632.500000 Penalty: 2981.323242
	Iteration 14Q: 3 clusters Score -2845632 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -2845718.500000 Penalty: 2981.323242
	Iteration 15Q: 3 clusters Score -2845718 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 21679 members 
Entering Unmasked Estep 
Score: -2845792.250000 Penalty: 2981.323242
	Iteration 16Q: 3 clusters Score -2845792 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 21720 members 
Entering Unmasked Estep 
Score: -2845852.000000 Penalty: 2981.323242
	Iteration 17Q: 3 clusters Score -2845852 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 21752 members 
Entering Unmasked Estep 
Score: -2845885.250000 Penalty: 2981.323242
	Iteration 18Q: 3 clusters Score -2845885 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 21772 members 
Entering Unmasked Estep 
Score: -2845918.750000 Penalty: 2981.323242
	Iteration 19Q: 3 clusters Score -2845919 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 21792 members 
Entering Unmasked Estep 
Score: -2845936.500000 Penalty: 2981.323242
	Iteration 20F: 3 clusters Score -2845936 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 21804 members 
Entering Unmasked Estep 
Score: -2845944.000000 Penalty: 2981.323242
	Iteration 21Q: 3 clusters Score -2845944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 21810 members 
Entering Unmasked Estep 
Score: -2845954.750000 Penalty: 2981.323242
	Iteration 22Q: 3 clusters Score -2845955 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 21814 members 
Entering Unmasked Estep 
Score: -2845959.000000 Penalty: 2981.323242
	Iteration 23Q: 3 clusters Score -2845959 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 21822 members 
Entering Unmasked Estep 
Score: -2845962.750000 Penalty: 2981.323242
	Iteration 24Q: 3 clusters Score -2845963 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 21828 members 
Entering Unmasked Estep 
Score: -2845969.000000 Penalty: 2981.323242
	Iteration 25Q: 3 clusters Score -2845969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -2845969.250000 Penalty: 2981.323242
	Iteration 26Q: 3 clusters Score -2845969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -2845969.500000 Penalty: 2981.323242
	Iteration 27Q: 3 clusters Score -2845970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -2845969.500000 Penalty: 2981.323242
	Iteration 28F: 3 clusters Score -2845970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Entering Unmasked Estep 
Score: -29837.464844 Penalty: 921.118958
	Iteration 0F: 2 clusters Score -29837.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -29002.013672 Penalty: 1842.237915
	Iteration 0F: 3 clusters Score -29002.01 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -29302.160156 Penalty: 1842.237915
	Iteration 1F: 3 clusters Score -29302.16 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -29554.574219 Penalty: 1842.237915
	Iteration 2F: 3 clusters Score -29554.57 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -29770.066406 Penalty: 1842.237915
	Iteration 3F: 3 clusters Score -29770.07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -29982.705078 Penalty: 1842.237915
	Iteration 4Q: 3 clusters Score -29982.71 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -30202.619141 Penalty: 1842.237915
	Iteration 5F: 3 clusters Score -30202.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -30345.019531 Penalty: 1842.237915
	Iteration 6Q: 3 clusters Score -30345.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -30398.253906 Penalty: 1842.237915
	Iteration 7Q: 3 clusters Score -30398.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -30420.537109 Penalty: 1842.237915
	Iteration 8Q: 3 clusters Score -30420.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -30426.617188 Penalty: 1842.237915
	Iteration 9Q: 3 clusters Score -30426.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -30430.541016 Penalty: 1842.237915
	Iteration 10Q: 3 clusters Score -30430.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -30443.287109 Penalty: 1842.237915
	Iteration 11Q: 3 clusters Score -30443.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -30493.425781 Penalty: 1842.237915
	Iteration 12Q: 3 clusters Score -30493.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -30555.058594 Penalty: 1842.237915
	Iteration 13Q: 3 clusters Score -30555.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -30606.962891 Penalty: 1842.237915
	Iteration 14Q: 3 clusters Score -30606.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -30667.507812 Penalty: 1842.237915
	Iteration 15Q: 3 clusters Score -30667.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -30674.658203 Penalty: 1842.237915
	Iteration 16Q: 3 clusters Score -30674.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -30693.462891 Penalty: 1842.237915
	Iteration 17Q: 3 clusters Score -30693.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -30715.482422 Penalty: 1842.237915
	Iteration 18Q: 3 clusters Score -30715.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -30715.482422 Penalty: 1842.237915
	Iteration 19F: 3 clusters Score -30715.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 41943 members 
Mstep: Class 2 contains 17937 members 
Mstep: Class 3 contains 97148 members 
Mstep: Class 4 contains 26327 members 
Mstep: Class 5 contains 50759 members 
Mstep: Class 6 contains 6175 members 
Mstep: Class 7 contains 80891 members 
Mstep: Class 8 contains 22424 members 
Mstep: Class 9 contains 238 members 
Mstep: Class 10 contains 6308 members 
Mstep: Class 11 contains 40528 members 
Mstep: Class 12 contains 2203 members 
Mstep: Class 13 contains 5621 members 
Mstep: Class 14 contains 65259 members 
Mstep: Class 15 contains 11511 members 
Mstep: Class 16 contains 11737 members 
Mstep: Class 17 contains 3693 members 
Mstep: Class 18 contains 27854 members 
Mstep: Class 19 contains 9400 members 
Mstep: Class 20 contains 1087 members 
Mstep: Class 21 contains 5888 members 
Mstep: Class 22 contains 14344 members 
Mstep: Class 23 contains 19427 members 
Mstep: Class 24 contains 3807 members 
Mstep: Class 25 contains 14213 members 
Mstep: Class 26 contains 6014 members 
Mstep: Class 27 contains 37104 members 
Mstep: Class 28 contains 11438 members 
Mstep: Class 29 contains 636 members 
Mstep: Class 30 contains 22195 members 
Mstep: Class 31 contains 911 members 
Mstep: Class 32 contains 1637 members 
Mstep: Class 33 contains 250 members 
Entering Unmasked Estep 
Score: -80950104.000000 Penalty: 65850.492188
Splitting cluster 9 changes total score from -80950080.000000 to -80950104.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 10 (6308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Entering Unmasked Estep 
Score: -757545.062500 Penalty: 1301.936646
	Iteration 0F: 2 clusters Score -757545.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -753038.125000 Penalty: 2603.873291
	Iteration 0F: 3 clusters Score -753038.1 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -754401.000000 Penalty: 2603.873291
	Iteration 1F: 3 clusters Score -754401 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -754643.000000 Penalty: 2603.873291
	Iteration 2F: 3 clusters Score -754643 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -754799.687500 Penalty: 2603.873291
	Iteration 3Q: 3 clusters Score -754799.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -754930.687500 Penalty: 2603.873291
	Iteration 4Q: 3 clusters Score -754930.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -755055.187500 Penalty: 2603.873291
	Iteration 5Q: 3 clusters Score -755055.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -755157.250000 Penalty: 2603.873291
	Iteration 6Q: 3 clusters Score -755157.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -755227.875000 Penalty: 2603.873291
	Iteration 7Q: 3 clusters Score -755227.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -755299.750000 Penalty: 2603.873291
	Iteration 8Q: 3 clusters Score -755299.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -755359.812500 Penalty: 2603.873291
	Iteration 9Q: 3 clusters Score -755359.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -755420.625000 Penalty: 2603.873291
	Iteration 10Q: 3 clusters Score -755420.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -755485.062500 Penalty: 2603.873291
	Iteration 11Q: 3 clusters Score -755485.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -755546.437500 Penalty: 2603.873291
	Iteration 12Q: 3 clusters Score -755546.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -755603.500000 Penalty: 2603.873291
	Iteration 13Q: 3 clusters Score -755603.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -755673.750000 Penalty: 2603.873291
	Iteration 14Q: 3 clusters Score -755673.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -755745.625000 Penalty: 2603.873291
	Iteration 15Q: 3 clusters Score -755745.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -755806.500000 Penalty: 2603.873291
	Iteration 16Q: 3 clusters Score -755806.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -755862.437500 Penalty: 2603.873291
	Iteration 17Q: 3 clusters Score -755862.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -755912.750000 Penalty: 2603.873291
	Iteration 18Q: 3 clusters Score -755912.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -755961.875000 Penalty: 2603.873291
	Iteration 19Q: 3 clusters Score -755961.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -756008.125000 Penalty: 2603.873291
	Iteration 20F: 3 clusters Score -756008.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -756046.687500 Penalty: 2603.873291
	Iteration 21Q: 3 clusters Score -756046.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -756094.562500 Penalty: 2603.873291
	Iteration 22Q: 3 clusters Score -756094.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -756131.187500 Penalty: 2603.873291
	Iteration 23Q: 3 clusters Score -756131.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -756163.687500 Penalty: 2603.873291
	Iteration 24Q: 3 clusters Score -756163.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -756194.000000 Penalty: 2603.873291
	Iteration 25Q: 3 clusters Score -756194 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -756219.250000 Penalty: 2603.873291
	Iteration 26Q: 3 clusters Score -756219.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -756237.000000 Penalty: 2603.873291
	Iteration 27Q: 3 clusters Score -756237 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -756257.187500 Penalty: 2603.873291
	Iteration 28Q: 3 clusters Score -756257.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -756280.000000 Penalty: 2603.873291
	Iteration 29Q: 3 clusters Score -756280 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -756302.812500 Penalty: 2603.873291
	Iteration 30Q: 3 clusters Score -756302.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -756323.500000 Penalty: 2603.873291
	Iteration 31Q: 3 clusters Score -756323.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -756340.812500 Penalty: 2603.873291
	Iteration 32Q: 3 clusters Score -756340.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -756352.312500 Penalty: 2603.873291
	Iteration 33Q: 3 clusters Score -756352.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -756368.437500 Penalty: 2603.873291
	Iteration 34Q: 3 clusters Score -756368.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -756381.625000 Penalty: 2603.873291
	Iteration 35Q: 3 clusters Score -756381.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -756392.062500 Penalty: 2603.873291
	Iteration 36Q: 3 clusters Score -756392.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -756407.187500 Penalty: 2603.873291
	Iteration 37Q: 3 clusters Score -756407.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -756416.625000 Penalty: 2603.873291
	Iteration 38Q: 3 clusters Score -756416.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -756426.375000 Penalty: 2603.873291
	Iteration 39Q: 3 clusters Score -756426.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -756431.875000 Penalty: 2603.873291
	Iteration 40F: 3 clusters Score -756431.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -756437.375000 Penalty: 2603.873291
	Iteration 41Q: 3 clusters Score -756437.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -756445.312500 Penalty: 2603.873291
	Iteration 42Q: 3 clusters Score -756445.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -756446.937500 Penalty: 2603.873291
	Iteration 43Q: 3 clusters Score -756446.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -756455.312500 Penalty: 2603.873291
	Iteration 44Q: 3 clusters Score -756455.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -756466.500000 Penalty: 2603.873291
	Iteration 45Q: 3 clusters Score -756466.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -756470.125000 Penalty: 2603.873291
	Iteration 46Q: 3 clusters Score -756470.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -756473.562500 Penalty: 2603.873291
	Iteration 47Q: 3 clusters Score -756473.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -756476.125000 Penalty: 2603.873291
	Iteration 48Q: 3 clusters Score -756476.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -756477.562500 Penalty: 2603.873291
	Iteration 49Q: 3 clusters Score -756477.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -756480.937500 Penalty: 2603.873291
	Iteration 50Q: 3 clusters Score -756480.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -756484.875000 Penalty: 2603.873291
	Iteration 51Q: 3 clusters Score -756484.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -756486.500000 Penalty: 2603.873291
	Iteration 52Q: 3 clusters Score -756486.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -756493.875000 Penalty: 2603.873291
	Iteration 53Q: 3 clusters Score -756493.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -756499.125000 Penalty: 2603.873291
	Iteration 54Q: 3 clusters Score -756499.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -756504.625000 Penalty: 2603.873291
	Iteration 55Q: 3 clusters Score -756504.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -756508.000000 Penalty: 2603.873291
	Iteration 56Q: 3 clusters Score -756508 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -756514.375000 Penalty: 2603.873291
	Iteration 57Q: 3 clusters Score -756514.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -756518.250000 Penalty: 2603.873291
	Iteration 58Q: 3 clusters Score -756518.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -756524.250000 Penalty: 2603.873291
	Iteration 59Q: 3 clusters Score -756524.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -756528.812500 Penalty: 2603.873291
	Iteration 60F: 3 clusters Score -756528.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -756535.000000 Penalty: 2603.873291
	Iteration 61Q: 3 clusters Score -756535 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -756538.375000 Penalty: 2603.873291
	Iteration 62Q: 3 clusters Score -756538.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -756546.437500 Penalty: 2603.873291
	Iteration 63Q: 3 clusters Score -756546.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -756553.312500 Penalty: 2603.873291
	Iteration 64Q: 3 clusters Score -756553.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -756559.312500 Penalty: 2603.873291
	Iteration 65Q: 3 clusters Score -756559.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -756563.312500 Penalty: 2603.873291
	Iteration 66Q: 3 clusters Score -756563.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -756569.000000 Penalty: 2603.873291
	Iteration 67Q: 3 clusters Score -756569 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -756576.937500 Penalty: 2603.873291
	Iteration 68Q: 3 clusters Score -756576.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -756581.062500 Penalty: 2603.873291
	Iteration 69Q: 3 clusters Score -756581.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -756586.062500 Penalty: 2603.873291
	Iteration 70Q: 3 clusters Score -756586.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -756591.500000 Penalty: 2603.873291
	Iteration 71Q: 3 clusters Score -756591.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -756597.375000 Penalty: 2603.873291
	Iteration 72Q: 3 clusters Score -756597.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -756597.750000 Penalty: 2603.873291
	Iteration 73Q: 3 clusters Score -756597.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -756602.625000 Penalty: 2603.873291
	Iteration 74Q: 3 clusters Score -756602.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -756606.187500 Penalty: 2603.873291
	Iteration 75Q: 3 clusters Score -756606.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -756607.687500 Penalty: 2603.873291
	Iteration 76Q: 3 clusters Score -756607.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -756609.750000 Penalty: 2603.873291
	Iteration 77Q: 3 clusters Score -756609.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -756614.687500 Penalty: 2603.873291
	Iteration 78Q: 3 clusters Score -756614.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -756617.312500 Penalty: 2603.873291
	Iteration 79Q: 3 clusters Score -756617.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -756621.812500 Penalty: 2603.873291
	Iteration 80F: 3 clusters Score -756621.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -756626.875000 Penalty: 2603.873291
	Iteration 81Q: 3 clusters Score -756626.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -756632.375000 Penalty: 2603.873291
	Iteration 82Q: 3 clusters Score -756632.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -756636.062500 Penalty: 2603.873291
	Iteration 83Q: 3 clusters Score -756636.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -756637.562500 Penalty: 2603.873291
	Iteration 84Q: 3 clusters Score -756637.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -756642.062500 Penalty: 2603.873291
	Iteration 85Q: 3 clusters Score -756642.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -756645.062500 Penalty: 2603.873291
	Iteration 86Q: 3 clusters Score -756645.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -756647.687500 Penalty: 2603.873291
	Iteration 87Q: 3 clusters Score -756647.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -756649.500000 Penalty: 2603.873291
	Iteration 88Q: 3 clusters Score -756649.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -756651.125000 Penalty: 2603.873291
	Iteration 89Q: 3 clusters Score -756651.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -756653.375000 Penalty: 2603.873291
	Iteration 90Q: 3 clusters Score -756653.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -756657.937500 Penalty: 2603.873291
	Iteration 91Q: 3 clusters Score -756657.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -756661.062500 Penalty: 2603.873291
	Iteration 92Q: 3 clusters Score -756661.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -756661.625000 Penalty: 2603.873291
	Iteration 93Q: 3 clusters Score -756661.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -756666.000000 Penalty: 2603.873291
	Iteration 94Q: 3 clusters Score -756666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -756667.062500 Penalty: 2603.873291
	Iteration 95Q: 3 clusters Score -756667.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -756668.312500 Penalty: 2603.873291
	Iteration 96Q: 3 clusters Score -756668.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -756669.625000 Penalty: 2603.873291
	Iteration 97Q: 3 clusters Score -756669.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -756671.062500 Penalty: 2603.873291
	Iteration 98Q: 3 clusters Score -756671.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -756673.000000 Penalty: 2603.873291
	Iteration 99Q: 3 clusters Score -756673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -756673.500000 Penalty: 2603.873291
	Iteration 100F: 3 clusters Score -756673.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -756673.562500 Penalty: 2603.873291
	Iteration 101Q: 3 clusters Score -756673.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -756674.687500 Penalty: 2603.873291
	Iteration 102Q: 3 clusters Score -756674.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -756674.687500 Penalty: 2603.873291
	Iteration 103F: 3 clusters Score -756674.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (40528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40528 members 
Entering Unmasked Estep 
Score: -5001830.000000 Penalty: 1578.730713
	Iteration 0F: 2 clusters Score -5001830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -4975578.500000 Penalty: 3157.461426
	Iteration 0F: 3 clusters Score -4975578 nChanged 18522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20660 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -4985757.000000 Penalty: 3157.461426
	Iteration 1F: 3 clusters Score -4985757 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -4986287.500000 Penalty: 3157.461426
	Iteration 2Q: 3 clusters Score -4986288 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21253 members 
Mstep: Class 2 contains 19275 members 
Entering Unmasked Estep 
Score: -4986805.500000 Penalty: 3157.461426
	Iteration 3Q: 3 clusters Score -4986806 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -4987330.500000 Penalty: 3157.461426
	Iteration 4Q: 3 clusters Score -4987330 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22405 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -4987928.500000 Penalty: 3157.461426
	Iteration 5Q: 3 clusters Score -4987928 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -4988625.500000 Penalty: 3157.461426
	Iteration 6Q: 3 clusters Score -4988626 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24267 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -4989455.500000 Penalty: 3157.461426
	Iteration 7Q: 3 clusters Score -4989456 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25564 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -4990492.500000 Penalty: 3157.461426
	Iteration 8Q: 3 clusters Score -4990492 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27075 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -4991701.000000 Penalty: 3157.461426
	Iteration 9Q: 3 clusters Score -4991701 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28667 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -4992968.500000 Penalty: 3157.461426
	Iteration 10Q: 3 clusters Score -4992968 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30369 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -4994453.000000 Penalty: 3157.461426
	Iteration 11F: 3 clusters Score -4994453 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31926 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -4995848.500000 Penalty: 3157.461426
	Iteration 12Q: 3 clusters Score -4995848 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33283 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -4997112.500000 Penalty: 3157.461426
	Iteration 13Q: 3 clusters Score -4997112 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34349 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -4998082.500000 Penalty: 3157.461426
	Iteration 14Q: 3 clusters Score -4998082 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35212 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -4998792.000000 Penalty: 3157.461426
	Iteration 15Q: 3 clusters Score -4998792 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35890 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -4999330.000000 Penalty: 3157.461426
	Iteration 16Q: 3 clusters Score -4999330 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36441 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -4999685.500000 Penalty: 3157.461426
	Iteration 17Q: 3 clusters Score -4999686 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36821 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -4999952.000000 Penalty: 3157.461426
	Iteration 18Q: 3 clusters Score -4999952 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37141 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -5000161.500000 Penalty: 3157.461426
	Iteration 19Q: 3 clusters Score -5000162 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37447 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -5000323.000000 Penalty: 3157.461426
	Iteration 20F: 3 clusters Score -5000323 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37706 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -5000461.500000 Penalty: 3157.461426
	Iteration 21Q: 3 clusters Score -5000462 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37900 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -5000559.000000 Penalty: 3157.461426
	Iteration 22Q: 3 clusters Score -5000559 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38078 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -5000651.000000 Penalty: 3157.461426
	Iteration 23Q: 3 clusters Score -5000651 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38224 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -5000722.000000 Penalty: 3157.461426
	Iteration 24Q: 3 clusters Score -5000722 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38337 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -5000754.000000 Penalty: 3157.461426
	Iteration 25Q: 3 clusters Score -5000754 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38439 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -5000807.000000 Penalty: 3157.461426
	Iteration 26Q: 3 clusters Score -5000807 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38524 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -5000847.500000 Penalty: 3157.461426
	Iteration 27Q: 3 clusters Score -5000848 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38599 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -5000883.000000 Penalty: 3157.461426
	Iteration 28Q: 3 clusters Score -5000883 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38671 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -5000916.000000 Penalty: 3157.461426
	Iteration 29Q: 3 clusters Score -5000916 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38724 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -5000942.000000 Penalty: 3157.461426
	Iteration 30Q: 3 clusters Score -5000942 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38765 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -5000961.000000 Penalty: 3157.461426
	Iteration 31Q: 3 clusters Score -5000961 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38804 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -5000975.000000 Penalty: 3157.461426
	Iteration 32Q: 3 clusters Score -5000975 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38840 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -5000994.500000 Penalty: 3157.461426
	Iteration 33Q: 3 clusters Score -5000994 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38870 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -5001000.500000 Penalty: 3157.461426
	Iteration 34Q: 3 clusters Score -5001000 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38892 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -5001011.000000 Penalty: 3157.461426
	Iteration 35Q: 3 clusters Score -5001011 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38907 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -5001003.000000 Penalty: 3157.461426
	Iteration 36Q: 3 clusters Score -5001003 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38917 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -5001010.000000 Penalty: 3157.461426
	Iteration 37Q: 3 clusters Score -5001010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38923 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -5001010.000000 Penalty: 3157.461426
	Iteration 38Q: 3 clusters Score -5001010 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38938 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -5001008.500000 Penalty: 3157.461426
	Iteration 39Q: 3 clusters Score -5001008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38947 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -5001010.500000 Penalty: 3157.461426
	Iteration 40F: 3 clusters Score -5001010 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38964 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -5001016.500000 Penalty: 3157.461426
	Iteration 41Q: 3 clusters Score -5001016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38969 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -5001019.500000 Penalty: 3157.461426
	Iteration 42Q: 3 clusters Score -5001020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38975 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -5001021.500000 Penalty: 3157.461426
	Iteration 43Q: 3 clusters Score -5001022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38980 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -5001024.000000 Penalty: 3157.461426
	Iteration 44Q: 3 clusters Score -5001024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38983 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -5001017.000000 Penalty: 3157.461426
	Iteration 45Q: 3 clusters Score -5001017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38984 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -5001024.000000 Penalty: 3157.461426
	Iteration 46Q: 3 clusters Score -5001024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38985 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -5001019.500000 Penalty: 3157.461426
	Iteration 47Q: 3 clusters Score -5001020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38985 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -5001019.500000 Penalty: 3157.461426
	Iteration 48F: 3 clusters Score -5001020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Entering Unmasked Estep 
Score: -237194.453125 Penalty: 1145.399292
	Iteration 0F: 2 clusters Score -237194.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -235188.609375 Penalty: 2290.798584
	Iteration 0F: 3 clusters Score -235188.6 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -235665.468750 Penalty: 2290.798584
	Iteration 1F: 3 clusters Score -235665.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -235799.281250 Penalty: 2290.798584
	Iteration 2F: 3 clusters Score -235799.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -235883.593750 Penalty: 2290.798584
	Iteration 3Q: 3 clusters Score -235883.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -235931.828125 Penalty: 2290.798584
	Iteration 4Q: 3 clusters Score -235931.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -235969.515625 Penalty: 2290.798584
	Iteration 5Q: 3 clusters Score -235969.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -236009.218750 Penalty: 2290.798584
	Iteration 6Q: 3 clusters Score -236009.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -236058.343750 Penalty: 2290.798584
	Iteration 7Q: 3 clusters Score -236058.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -236102.750000 Penalty: 2290.798584
	Iteration 8Q: 3 clusters Score -236102.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -236133.156250 Penalty: 2290.798584
	Iteration 9Q: 3 clusters Score -236133.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -236157.734375 Penalty: 2290.798584
	Iteration 10Q: 3 clusters Score -236157.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -236178.750000 Penalty: 2290.798584
	Iteration 11Q: 3 clusters Score -236178.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -236192.421875 Penalty: 2290.798584
	Iteration 12Q: 3 clusters Score -236192.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -236204.156250 Penalty: 2290.798584
	Iteration 13Q: 3 clusters Score -236204.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -236211.953125 Penalty: 2290.798584
	Iteration 14Q: 3 clusters Score -236212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -236217.671875 Penalty: 2290.798584
	Iteration 15Q: 3 clusters Score -236217.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -236227.750000 Penalty: 2290.798584
	Iteration 16Q: 3 clusters Score -236227.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -236240.750000 Penalty: 2290.798584
	Iteration 17Q: 3 clusters Score -236240.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -236250.875000 Penalty: 2290.798584
	Iteration 18Q: 3 clusters Score -236250.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -236257.453125 Penalty: 2290.798584
	Iteration 19Q: 3 clusters Score -236257.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -236274.500000 Penalty: 2290.798584
	Iteration 20F: 3 clusters Score -236274.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -236292.437500 Penalty: 2290.798584
	Iteration 21Q: 3 clusters Score -236292.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -236329.187500 Penalty: 2290.798584
	Iteration 22Q: 3 clusters Score -236329.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -236359.000000 Penalty: 2290.798584
	Iteration 23Q: 3 clusters Score -236359 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -236384.218750 Penalty: 2290.798584
	Iteration 24Q: 3 clusters Score -236384.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -236410.031250 Penalty: 2290.798584
	Iteration 25Q: 3 clusters Score -236410 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -236433.828125 Penalty: 2290.798584
	Iteration 26Q: 3 clusters Score -236433.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -236452.203125 Penalty: 2290.798584
	Iteration 27Q: 3 clusters Score -236452.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -236465.406250 Penalty: 2290.798584
	Iteration 28Q: 3 clusters Score -236465.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -236475.203125 Penalty: 2290.798584
	Iteration 29Q: 3 clusters Score -236475.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -236481.578125 Penalty: 2290.798584
	Iteration 30Q: 3 clusters Score -236481.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -236492.296875 Penalty: 2290.798584
	Iteration 31Q: 3 clusters Score -236492.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -236504.656250 Penalty: 2290.798584
	Iteration 32Q: 3 clusters Score -236504.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -236521.234375 Penalty: 2290.798584
	Iteration 33Q: 3 clusters Score -236521.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -236531.843750 Penalty: 2290.798584
	Iteration 34Q: 3 clusters Score -236531.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -236542.953125 Penalty: 2290.798584
	Iteration 35Q: 3 clusters Score -236543 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -236548.656250 Penalty: 2290.798584
	Iteration 36Q: 3 clusters Score -236548.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -236552.187500 Penalty: 2290.798584
	Iteration 37Q: 3 clusters Score -236552.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -236557.484375 Penalty: 2290.798584
	Iteration 38Q: 3 clusters Score -236557.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -236564.671875 Penalty: 2290.798584
	Iteration 39Q: 3 clusters Score -236564.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -236572.015625 Penalty: 2290.798584
	Iteration 40F: 3 clusters Score -236572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -236582.031250 Penalty: 2290.798584
	Iteration 41Q: 3 clusters Score -236582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -236586.750000 Penalty: 2290.798584
	Iteration 42Q: 3 clusters Score -236586.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -236589.437500 Penalty: 2290.798584
	Iteration 43Q: 3 clusters Score -236589.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -236589.437500 Penalty: 2290.798584
	Iteration 44F: 3 clusters Score -236589.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Entering Unmasked Estep 
Score: -712233.375000 Penalty: 1284.778687
	Iteration 0F: 2 clusters Score -712233.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -708197.500000 Penalty: 2569.557373
	Iteration 0F: 3 clusters Score -708197.5 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -709415.125000 Penalty: 2569.557373
	Iteration 1F: 3 clusters Score -709415.1 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -709623.375000 Penalty: 2569.557373
	Iteration 2F: 3 clusters Score -709623.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -709744.437500 Penalty: 2569.557373
	Iteration 3Q: 3 clusters Score -709744.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -709834.875000 Penalty: 2569.557373
	Iteration 4Q: 3 clusters Score -709834.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -709894.687500 Penalty: 2569.557373
	Iteration 5Q: 3 clusters Score -709894.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -709932.375000 Penalty: 2569.557373
	Iteration 6Q: 3 clusters Score -709932.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -709963.625000 Penalty: 2569.557373
	Iteration 7Q: 3 clusters Score -709963.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -709991.125000 Penalty: 2569.557373
	Iteration 8Q: 3 clusters Score -709991.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -710020.312500 Penalty: 2569.557373
	Iteration 9Q: 3 clusters Score -710020.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -710040.500000 Penalty: 2569.557373
	Iteration 10Q: 3 clusters Score -710040.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -710061.250000 Penalty: 2569.557373
	Iteration 11Q: 3 clusters Score -710061.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -710083.625000 Penalty: 2569.557373
	Iteration 12Q: 3 clusters Score -710083.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -710101.875000 Penalty: 2569.557373
	Iteration 13Q: 3 clusters Score -710101.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -710120.437500 Penalty: 2569.557373
	Iteration 14Q: 3 clusters Score -710120.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -710135.062500 Penalty: 2569.557373
	Iteration 15Q: 3 clusters Score -710135.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -710149.812500 Penalty: 2569.557373
	Iteration 16Q: 3 clusters Score -710149.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -710166.562500 Penalty: 2569.557373
	Iteration 17Q: 3 clusters Score -710166.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -710194.687500 Penalty: 2569.557373
	Iteration 18Q: 3 clusters Score -710194.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -710218.937500 Penalty: 2569.557373
	Iteration 19Q: 3 clusters Score -710218.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -710239.562500 Penalty: 2569.557373
	Iteration 20F: 3 clusters Score -710239.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -710274.812500 Penalty: 2569.557373
	Iteration 21Q: 3 clusters Score -710274.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -710305.500000 Penalty: 2569.557373
	Iteration 22Q: 3 clusters Score -710305.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -710342.750000 Penalty: 2569.557373
	Iteration 23Q: 3 clusters Score -710342.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -710379.625000 Penalty: 2569.557373
	Iteration 24Q: 3 clusters Score -710379.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -710418.000000 Penalty: 2569.557373
	Iteration 25Q: 3 clusters Score -710418 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -710463.750000 Penalty: 2569.557373
	Iteration 26Q: 3 clusters Score -710463.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -710514.437500 Penalty: 2569.557373
	Iteration 27Q: 3 clusters Score -710514.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -710569.437500 Penalty: 2569.557373
	Iteration 28Q: 3 clusters Score -710569.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -710624.375000 Penalty: 2569.557373
	Iteration 29Q: 3 clusters Score -710624.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -710668.875000 Penalty: 2569.557373
	Iteration 30Q: 3 clusters Score -710668.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -710715.937500 Penalty: 2569.557373
	Iteration 31Q: 3 clusters Score -710715.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -710758.437500 Penalty: 2569.557373
	Iteration 32Q: 3 clusters Score -710758.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -710795.875000 Penalty: 2569.557373
	Iteration 33Q: 3 clusters Score -710795.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -710822.062500 Penalty: 2569.557373
	Iteration 34Q: 3 clusters Score -710822.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -710847.812500 Penalty: 2569.557373
	Iteration 35Q: 3 clusters Score -710847.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -710872.875000 Penalty: 2569.557373
	Iteration 36Q: 3 clusters Score -710872.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -710902.250000 Penalty: 2569.557373
	Iteration 37Q: 3 clusters Score -710902.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -710939.375000 Penalty: 2569.557373
	Iteration 38Q: 3 clusters Score -710939.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -710988.187500 Penalty: 2569.557373
	Iteration 39Q: 3 clusters Score -710988.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -711023.312500 Penalty: 2569.557373
	Iteration 40F: 3 clusters Score -711023.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -711057.187500 Penalty: 2569.557373
	Iteration 41Q: 3 clusters Score -711057.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -711083.187500 Penalty: 2569.557373
	Iteration 42Q: 3 clusters Score -711083.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -711097.687500 Penalty: 2569.557373
	Iteration 43Q: 3 clusters Score -711097.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -711109.312500 Penalty: 2569.557373
	Iteration 44Q: 3 clusters Score -711109.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -711120.375000 Penalty: 2569.557373
	Iteration 45Q: 3 clusters Score -711120.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -711124.000000 Penalty: 2569.557373
	Iteration 46Q: 3 clusters Score -711124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -711128.375000 Penalty: 2569.557373
	Iteration 47Q: 3 clusters Score -711128.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -711135.562500 Penalty: 2569.557373
	Iteration 48Q: 3 clusters Score -711135.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -711142.500000 Penalty: 2569.557373
	Iteration 49Q: 3 clusters Score -711142.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -711147.250000 Penalty: 2569.557373
	Iteration 50Q: 3 clusters Score -711147.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -711149.000000 Penalty: 2569.557373
	Iteration 51Q: 3 clusters Score -711149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -711149.875000 Penalty: 2569.557373
	Iteration 52Q: 3 clusters Score -711149.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -711150.000000 Penalty: 2569.557373
	Iteration 53Q: 3 clusters Score -711150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -711150.000000 Penalty: 2569.557373
	Iteration 54F: 3 clusters Score -711150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (65259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65259 members 
Entering Unmasked Estep 
Score: -8139017.500000 Penalty: 1649.614624
	Iteration 0F: 2 clusters Score -8139018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32621 members 
Mstep: Class 2 contains 32638 members 
Entering Unmasked Estep 
Score: -8098460.000000 Penalty: 3299.229248
	Iteration 0F: 3 clusters Score -8098460 nChanged 30410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32621 members 
Mstep: Class 2 contains 32638 members 
Entering Unmasked Estep 
Score: -8115287.500000 Penalty: 3299.229248
	Iteration 1F: 3 clusters Score -8115288 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32637 members 
Mstep: Class 2 contains 32622 members 
Entering Unmasked Estep 
Score: -8115822.000000 Penalty: 3299.229248
	Iteration 2Q: 3 clusters Score -8115822 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32698 members 
Mstep: Class 2 contains 32561 members 
Entering Unmasked Estep 
Score: -8116270.000000 Penalty: 3299.229248
	Iteration 3Q: 3 clusters Score -8116270 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32786 members 
Mstep: Class 2 contains 32473 members 
Entering Unmasked Estep 
Score: -8116627.000000 Penalty: 3299.229248
	Iteration 4Q: 3 clusters Score -8116627 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32933 members 
Mstep: Class 2 contains 32326 members 
Entering Unmasked Estep 
Score: -8117006.500000 Penalty: 3299.229248
	Iteration 5Q: 3 clusters Score -8117006 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33159 members 
Mstep: Class 2 contains 32100 members 
Entering Unmasked Estep 
Score: -8117344.500000 Penalty: 3299.229248
	Iteration 6Q: 3 clusters Score -8117344 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33514 members 
Mstep: Class 2 contains 31745 members 
Entering Unmasked Estep 
Score: -8117667.000000 Penalty: 3299.229248
	Iteration 7Q: 3 clusters Score -8117667 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33967 members 
Mstep: Class 2 contains 31292 members 
Entering Unmasked Estep 
Score: -8117992.500000 Penalty: 3299.229248
	Iteration 8Q: 3 clusters Score -8117992 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34609 members 
Mstep: Class 2 contains 30650 members 
Entering Unmasked Estep 
Score: -8118279.000000 Penalty: 3299.229248
	Iteration 9Q: 3 clusters Score -8118279 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35415 members 
Mstep: Class 2 contains 29844 members 
Entering Unmasked Estep 
Score: -8118572.000000 Penalty: 3299.229248
	Iteration 10Q: 3 clusters Score -8118572 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36592 members 
Mstep: Class 2 contains 28667 members 
Entering Unmasked Estep 
Score: -8118941.500000 Penalty: 3299.229248
	Iteration 11Q: 3 clusters Score -8118942 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38198 members 
Mstep: Class 2 contains 27061 members 
Entering Unmasked Estep 
Score: -8119530.000000 Penalty: 3299.229248
	Iteration 12Q: 3 clusters Score -8119530 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40435 members 
Mstep: Class 2 contains 24824 members 
Entering Unmasked Estep 
Score: -8120456.000000 Penalty: 3299.229248
	Iteration 13Q: 3 clusters Score -8120456 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43381 members 
Mstep: Class 2 contains 21878 members 
Entering Unmasked Estep 
Score: -8121725.500000 Penalty: 3299.229248
	Iteration 14Q: 3 clusters Score -8121726 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47200 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
Score: -8123830.500000 Penalty: 3299.229248
	Iteration 15F: 3 clusters Score -8123830 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51709 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -8126683.500000 Penalty: 3299.229248
	Iteration 16F: 3 clusters Score -8126684 nChanged 4642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56343 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -8130102.500000 Penalty: 3299.229248
	Iteration 17F: 3 clusters Score -8130102 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60204 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -8133289.500000 Penalty: 3299.229248
	Iteration 18F: 3 clusters Score -8133290 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62767 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -8135428.000000 Penalty: 3299.229248
	Iteration 19Q: 3 clusters Score -8135428 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64069 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -8136652.000000 Penalty: 3299.229248
	Iteration 20F: 3 clusters Score -8136652 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64619 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -8137203.000000 Penalty: 3299.229248
	Iteration 21Q: 3 clusters Score -8137203 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64816 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -8137450.500000 Penalty: 3299.229248
	Iteration 22Q: 3 clusters Score -8137450 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64890 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -8137580.000000 Penalty: 3299.229248
	Iteration 23Q: 3 clusters Score -8137580 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64929 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -8137642.500000 Penalty: 3299.229248
	Iteration 24Q: 3 clusters Score -8137642 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64945 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -8137685.500000 Penalty: 3299.229248
	Iteration 25Q: 3 clusters Score -8137686 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64949 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -8137700.500000 Penalty: 3299.229248
	Iteration 26Q: 3 clusters Score -8137700 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64963 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -8137724.000000 Penalty: 3299.229248
	Iteration 27Q: 3 clusters Score -8137724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64969 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -8137733.000000 Penalty: 3299.229248
	Iteration 28Q: 3 clusters Score -8137733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64973 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -8137739.000000 Penalty: 3299.229248
	Iteration 29Q: 3 clusters Score -8137739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64974 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -8137740.500000 Penalty: 3299.229248
	Iteration 30Q: 3 clusters Score -8137740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64977 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -8137740.500000 Penalty: 3299.229248
	Iteration 31Q: 3 clusters Score -8137740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64977 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -8137743.500000 Penalty: 3299.229248
	Iteration 32Q: 3 clusters Score -8137744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64978 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -8137741.000000 Penalty: 3299.229248
	Iteration 33Q: 3 clusters Score -8137741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64979 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -8137739.500000 Penalty: 3299.229248
	Iteration 34Q: 3 clusters Score -8137740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64981 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -8137749.000000 Penalty: 3299.229248
	Iteration 35Q: 3 clusters Score -8137749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64980 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -8137747.500000 Penalty: 3299.229248
	Iteration 36Q: 3 clusters Score -8137748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64980 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -8137747.500000 Penalty: 3299.229248
	Iteration 37F: 3 clusters Score -8137748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Entering Unmasked Estep 
Score: -1397548.250000 Penalty: 1391.437500
	Iteration 0F: 2 clusters Score -1397548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1389939.000000 Penalty: 2782.875000
	Iteration 0F: 3 clusters Score -1389939 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1392524.250000 Penalty: 2782.875000
	Iteration 1F: 3 clusters Score -1392524 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1392844.625000 Penalty: 2782.875000
	Iteration 2F: 3 clusters Score -1392845 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1393075.000000 Penalty: 2782.875000
	Iteration 3Q: 3 clusters Score -1393075 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1393282.500000 Penalty: 2782.875000
	Iteration 4Q: 3 clusters Score -1393282 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1393490.000000 Penalty: 2782.875000
	Iteration 5Q: 3 clusters Score -1393490 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1393664.625000 Penalty: 2782.875000
	Iteration 6Q: 3 clusters Score -1393665 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1393834.875000 Penalty: 2782.875000
	Iteration 7Q: 3 clusters Score -1393835 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1394005.625000 Penalty: 2782.875000
	Iteration 8Q: 3 clusters Score -1394006 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1394162.750000 Penalty: 2782.875000
	Iteration 9Q: 3 clusters Score -1394163 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1394333.250000 Penalty: 2782.875000
	Iteration 10Q: 3 clusters Score -1394333 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1394499.625000 Penalty: 2782.875000
	Iteration 11Q: 3 clusters Score -1394500 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1394704.750000 Penalty: 2782.875000
	Iteration 12Q: 3 clusters Score -1394705 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1394931.125000 Penalty: 2782.875000
	Iteration 13Q: 3 clusters Score -1394931 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1395152.250000 Penalty: 2782.875000
	Iteration 14Q: 3 clusters Score -1395152 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1395387.500000 Penalty: 2782.875000
	Iteration 15Q: 3 clusters Score -1395388 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1395582.875000 Penalty: 2782.875000
	Iteration 16Q: 3 clusters Score -1395583 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1395726.375000 Penalty: 2782.875000
	Iteration 17Q: 3 clusters Score -1395726 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -1395844.875000 Penalty: 2782.875000
	Iteration 18Q: 3 clusters Score -1395845 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1395967.375000 Penalty: 2782.875000
	Iteration 19Q: 3 clusters Score -1395967 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1396059.500000 Penalty: 2782.875000
	Iteration 20F: 3 clusters Score -1396060 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1396144.375000 Penalty: 2782.875000
	Iteration 21Q: 3 clusters Score -1396144 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1396203.250000 Penalty: 2782.875000
	Iteration 22Q: 3 clusters Score -1396203 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -1396252.375000 Penalty: 2782.875000
	Iteration 23Q: 3 clusters Score -1396252 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1396293.625000 Penalty: 2782.875000
	Iteration 24Q: 3 clusters Score -1396294 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -1396335.500000 Penalty: 2782.875000
	Iteration 25Q: 3 clusters Score -1396336 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1396377.875000 Penalty: 2782.875000
	Iteration 26Q: 3 clusters Score -1396378 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1396415.125000 Penalty: 2782.875000
	Iteration 27Q: 3 clusters Score -1396415 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -1396460.750000 Penalty: 2782.875000
	Iteration 28Q: 3 clusters Score -1396461 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -1396486.875000 Penalty: 2782.875000
	Iteration 29Q: 3 clusters Score -1396487 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -1396505.250000 Penalty: 2782.875000
	Iteration 30Q: 3 clusters Score -1396505 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -1396518.750000 Penalty: 2782.875000
	Iteration 31Q: 3 clusters Score -1396519 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -1396528.000000 Penalty: 2782.875000
	Iteration 32Q: 3 clusters Score -1396528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1396531.750000 Penalty: 2782.875000
	Iteration 33Q: 3 clusters Score -1396532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1396534.500000 Penalty: 2782.875000
	Iteration 34Q: 3 clusters Score -1396534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1396535.500000 Penalty: 2782.875000
	Iteration 35Q: 3 clusters Score -1396536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1396540.875000 Penalty: 2782.875000
	Iteration 36Q: 3 clusters Score -1396541 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -1396547.750000 Penalty: 2782.875000
	Iteration 37Q: 3 clusters Score -1396548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -1396547.250000 Penalty: 2782.875000
	Iteration 38Q: 3 clusters Score -1396547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -1396552.375000 Penalty: 2782.875000
	Iteration 39Q: 3 clusters Score -1396552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -1396553.625000 Penalty: 2782.875000
	Iteration 40F: 3 clusters Score -1396554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Entering Unmasked Estep 
Score: -1474835.750000 Penalty: 1394.330688
	Iteration 0F: 2 clusters Score -1474836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1466991.500000 Penalty: 2788.661377
	Iteration 0F: 3 clusters Score -1466992 nChanged 4955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1469658.125000 Penalty: 2788.661377
	Iteration 1F: 3 clusters Score -1469658 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1469940.500000 Penalty: 2788.661377
	Iteration 2F: 3 clusters Score -1469940 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1470120.000000 Penalty: 2788.661377
	Iteration 3Q: 3 clusters Score -1470120 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1470257.500000 Penalty: 2788.661377
	Iteration 4Q: 3 clusters Score -1470258 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1470379.750000 Penalty: 2788.661377
	Iteration 5Q: 3 clusters Score -1470380 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1470476.625000 Penalty: 2788.661377
	Iteration 6Q: 3 clusters Score -1470477 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1470567.125000 Penalty: 2788.661377
	Iteration 7Q: 3 clusters Score -1470567 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1470644.375000 Penalty: 2788.661377
	Iteration 8Q: 3 clusters Score -1470644 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1470733.375000 Penalty: 2788.661377
	Iteration 9Q: 3 clusters Score -1470733 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1470822.875000 Penalty: 2788.661377
	Iteration 10Q: 3 clusters Score -1470823 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1470922.750000 Penalty: 2788.661377
	Iteration 11Q: 3 clusters Score -1470923 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1471053.625000 Penalty: 2788.661377
	Iteration 12Q: 3 clusters Score -1471054 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1471206.000000 Penalty: 2788.661377
	Iteration 13Q: 3 clusters Score -1471206 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1471413.625000 Penalty: 2788.661377
	Iteration 14Q: 3 clusters Score -1471414 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1471663.125000 Penalty: 2788.661377
	Iteration 15Q: 3 clusters Score -1471663 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -1471981.500000 Penalty: 2788.661377
	Iteration 16Q: 3 clusters Score -1471982 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -1472346.125000 Penalty: 2788.661377
	Iteration 17Q: 3 clusters Score -1472346 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1472710.500000 Penalty: 2788.661377
	Iteration 18Q: 3 clusters Score -1472710 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1472999.500000 Penalty: 2788.661377
	Iteration 19Q: 3 clusters Score -1473000 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1473245.000000 Penalty: 2788.661377
	Iteration 20F: 3 clusters Score -1473245 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -1473433.750000 Penalty: 2788.661377
	Iteration 21Q: 3 clusters Score -1473434 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -1473531.125000 Penalty: 2788.661377
	Iteration 22Q: 3 clusters Score -1473531 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -1473599.375000 Penalty: 2788.661377
	Iteration 23Q: 3 clusters Score -1473599 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -1473641.000000 Penalty: 2788.661377
	Iteration 24Q: 3 clusters Score -1473641 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -1473668.750000 Penalty: 2788.661377
	Iteration 25Q: 3 clusters Score -1473669 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -1473690.625000 Penalty: 2788.661377
	Iteration 26Q: 3 clusters Score -1473691 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -1473703.250000 Penalty: 2788.661377
	Iteration 27Q: 3 clusters Score -1473703 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -1473723.875000 Penalty: 2788.661377
	Iteration 28Q: 3 clusters Score -1473724 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -1473737.750000 Penalty: 2788.661377
	Iteration 29Q: 3 clusters Score -1473738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -1473746.375000 Penalty: 2788.661377
	Iteration 30Q: 3 clusters Score -1473746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -1473751.500000 Penalty: 2788.661377
	Iteration 31Q: 3 clusters Score -1473752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -1473752.750000 Penalty: 2788.661377
	Iteration 32Q: 3 clusters Score -1473753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -1473753.500000 Penalty: 2788.661377
	Iteration 33Q: 3 clusters Score -1473754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -1473754.625000 Penalty: 2788.661377
	Iteration 34Q: 3 clusters Score -1473755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -1473757.250000 Penalty: 2788.661377
	Iteration 35Q: 3 clusters Score -1473757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -1473758.250000 Penalty: 2788.661377
	Iteration 36Q: 3 clusters Score -1473758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -1473762.125000 Penalty: 2788.661377
	Iteration 37Q: 3 clusters Score -1473762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -1473764.125000 Penalty: 2788.661377
	Iteration 38Q: 3 clusters Score -1473764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1473766.750000 Penalty: 2788.661377
	Iteration 39Q: 3 clusters Score -1473767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -1473770.000000 Penalty: 2788.661377
	Iteration 40F: 3 clusters Score -1473770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -1473772.000000 Penalty: 2788.661377
	Iteration 41Q: 3 clusters Score -1473772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -1473772.000000 Penalty: 2788.661377
	Iteration 42Q: 3 clusters Score -1473772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -1473773.125000 Penalty: 2788.661377
	Iteration 43Q: 3 clusters Score -1473773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -1473773.125000 Penalty: 2788.661377
	Iteration 44F: 3 clusters Score -1473773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Entering Unmasked Estep 
Score: -428944.093750 Penalty: 1222.272095
	Iteration 0F: 2 clusters Score -428944.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -426028.125000 Penalty: 2444.544189
	Iteration 0F: 3 clusters Score -426028.1 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -426852.875000 Penalty: 2444.544189
	Iteration 1F: 3 clusters Score -426852.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -427054.500000 Penalty: 2444.544189
	Iteration 2F: 3 clusters Score -427054.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -427199.875000 Penalty: 2444.544189
	Iteration 3F: 3 clusters Score -427199.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -427290.500000 Penalty: 2444.544189
	Iteration 4Q: 3 clusters Score -427290.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -427371.781250 Penalty: 2444.544189
	Iteration 5Q: 3 clusters Score -427371.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -427444.156250 Penalty: 2444.544189
	Iteration 6Q: 3 clusters Score -427444.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -427513.031250 Penalty: 2444.544189
	Iteration 7Q: 3 clusters Score -427513 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -427598.718750 Penalty: 2444.544189
	Iteration 8Q: 3 clusters Score -427598.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -427684.625000 Penalty: 2444.544189
	Iteration 9Q: 3 clusters Score -427684.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -427773.437500 Penalty: 2444.544189
	Iteration 10Q: 3 clusters Score -427773.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -427866.125000 Penalty: 2444.544189
	Iteration 11Q: 3 clusters Score -427866.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -427964.906250 Penalty: 2444.544189
	Iteration 12Q: 3 clusters Score -427964.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -428049.375000 Penalty: 2444.544189
	Iteration 13Q: 3 clusters Score -428049.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -428129.312500 Penalty: 2444.544189
	Iteration 14Q: 3 clusters Score -428129.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -428177.000000 Penalty: 2444.544189
	Iteration 15Q: 3 clusters Score -428177 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -428215.656250 Penalty: 2444.544189
	Iteration 16Q: 3 clusters Score -428215.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -428250.531250 Penalty: 2444.544189
	Iteration 17Q: 3 clusters Score -428250.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -428272.562500 Penalty: 2444.544189
	Iteration 18Q: 3 clusters Score -428272.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -428283.187500 Penalty: 2444.544189
	Iteration 19Q: 3 clusters Score -428283.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -428296.500000 Penalty: 2444.544189
	Iteration 20F: 3 clusters Score -428296.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -428307.812500 Penalty: 2444.544189
	Iteration 21Q: 3 clusters Score -428307.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -428317.375000 Penalty: 2444.544189
	Iteration 22Q: 3 clusters Score -428317.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -428327.062500 Penalty: 2444.544189
	Iteration 23Q: 3 clusters Score -428327.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -428336.656250 Penalty: 2444.544189
	Iteration 24Q: 3 clusters Score -428336.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -428346.812500 Penalty: 2444.544189
	Iteration 25Q: 3 clusters Score -428346.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -428354.687500 Penalty: 2444.544189
	Iteration 26Q: 3 clusters Score -428354.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -428359.843750 Penalty: 2444.544189
	Iteration 27Q: 3 clusters Score -428359.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -428362.906250 Penalty: 2444.544189
	Iteration 28Q: 3 clusters Score -428362.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -428365.562500 Penalty: 2444.544189
	Iteration 29Q: 3 clusters Score -428365.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -428370.437500 Penalty: 2444.544189
	Iteration 30Q: 3 clusters Score -428370.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -428372.062500 Penalty: 2444.544189
	Iteration 31Q: 3 clusters Score -428372.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -428373.375000 Penalty: 2444.544189
	Iteration 32Q: 3 clusters Score -428373.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -428374.906250 Penalty: 2444.544189
	Iteration 33Q: 3 clusters Score -428374.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -428377.562500 Penalty: 2444.544189
	Iteration 34Q: 3 clusters Score -428377.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -428378.812500 Penalty: 2444.544189
	Iteration 35Q: 3 clusters Score -428378.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -428383.218750 Penalty: 2444.544189
	Iteration 36Q: 3 clusters Score -428383.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -428384.250000 Penalty: 2444.544189
	Iteration 37Q: 3 clusters Score -428384.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -428386.718750 Penalty: 2444.544189
	Iteration 38Q: 3 clusters Score -428386.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -428387.875000 Penalty: 2444.544189
	Iteration 39Q: 3 clusters Score -428387.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -428388.875000 Penalty: 2444.544189
	Iteration 40F: 3 clusters Score -428388.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -428390.781250 Penalty: 2444.544189
	Iteration 41Q: 3 clusters Score -428390.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -428391.531250 Penalty: 2444.544189
	Iteration 42Q: 3 clusters Score -428391.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -428392.062500 Penalty: 2444.544189
	Iteration 43Q: 3 clusters Score -428392.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -428392.125000 Penalty: 2444.544189
	Iteration 44Q: 3 clusters Score -428392.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -428392.125000 Penalty: 2444.544189
	Iteration 45F: 3 clusters Score -428392.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (27854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27854 members 
Entering Unmasked Estep 
Score: -3258961.500000 Penalty: 1522.928101
	Iteration 0F: 2 clusters Score -3258962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -3240829.000000 Penalty: 3045.856201
	Iteration 0F: 3 clusters Score -3240829 nChanged 12528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -3247754.250000 Penalty: 3045.856201
	Iteration 1F: 3 clusters Score -3247754 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -3248253.500000 Penalty: 3045.856201
	Iteration 2F: 3 clusters Score -3248254 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -3248693.750000 Penalty: 3045.856201
	Iteration 3Q: 3 clusters Score -3248694 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -3249111.250000 Penalty: 3045.856201
	Iteration 4Q: 3 clusters Score -3249111 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -3249542.000000 Penalty: 3045.856201
	Iteration 5Q: 3 clusters Score -3249542 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -3249980.250000 Penalty: 3045.856201
	Iteration 6Q: 3 clusters Score -3249980 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -3250457.000000 Penalty: 3045.856201
	Iteration 7Q: 3 clusters Score -3250457 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -3250908.750000 Penalty: 3045.856201
	Iteration 8Q: 3 clusters Score -3250909 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -3251350.250000 Penalty: 3045.856201
	Iteration 9Q: 3 clusters Score -3251350 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -3251779.000000 Penalty: 3045.856201
	Iteration 10Q: 3 clusters Score -3251779 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -3252287.000000 Penalty: 3045.856201
	Iteration 11Q: 3 clusters Score -3252287 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -3252841.250000 Penalty: 3045.856201
	Iteration 12Q: 3 clusters Score -3252841 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -3253430.000000 Penalty: 3045.856201
	Iteration 13Q: 3 clusters Score -3253430 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -3254048.250000 Penalty: 3045.856201
	Iteration 14Q: 3 clusters Score -3254048 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
Score: -3254652.250000 Penalty: 3045.856201
	Iteration 15Q: 3 clusters Score -3254652 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -3255271.750000 Penalty: 3045.856201
	Iteration 16Q: 3 clusters Score -3255272 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 21810 members 
Entering Unmasked Estep 
Score: -3255853.000000 Penalty: 3045.856201
	Iteration 17Q: 3 clusters Score -3255853 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 22780 members 
Entering Unmasked Estep 
Score: -3256452.250000 Penalty: 3045.856201
	Iteration 18Q: 3 clusters Score -3256452 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 23642 members 
Entering Unmasked Estep 
Score: -3256929.250000 Penalty: 3045.856201
	Iteration 19Q: 3 clusters Score -3256929 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 24413 members 
Entering Unmasked Estep 
Score: -3257344.000000 Penalty: 3045.856201
	Iteration 20F: 3 clusters Score -3257344 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -3257649.000000 Penalty: 3045.856201
	Iteration 21Q: 3 clusters Score -3257649 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 25474 members 
Entering Unmasked Estep 
Score: -3257893.500000 Penalty: 3045.856201
	Iteration 22Q: 3 clusters Score -3257894 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 25819 members 
Entering Unmasked Estep 
Score: -3258056.500000 Penalty: 3045.856201
	Iteration 23Q: 3 clusters Score -3258056 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 26051 members 
Entering Unmasked Estep 
Score: -3258174.000000 Penalty: 3045.856201
	Iteration 24Q: 3 clusters Score -3258174 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 26225 members 
Entering Unmasked Estep 
Score: -3258241.500000 Penalty: 3045.856201
	Iteration 25Q: 3 clusters Score -3258242 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 26358 members 
Entering Unmasked Estep 
Score: -3258278.000000 Penalty: 3045.856201
	Iteration 26Q: 3 clusters Score -3258278 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 26449 members 
Entering Unmasked Estep 
Score: -3258329.500000 Penalty: 3045.856201
	Iteration 27Q: 3 clusters Score -3258330 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 26517 members 
Entering Unmasked Estep 
Score: -3258352.750000 Penalty: 3045.856201
	Iteration 28Q: 3 clusters Score -3258353 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 26569 members 
Entering Unmasked Estep 
Score: -3258375.250000 Penalty: 3045.856201
	Iteration 29Q: 3 clusters Score -3258375 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 26609 members 
Entering Unmasked Estep 
Score: -3258394.000000 Penalty: 3045.856201
	Iteration 30Q: 3 clusters Score -3258394 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 26643 members 
Entering Unmasked Estep 
Score: -3258422.750000 Penalty: 3045.856201
	Iteration 31Q: 3 clusters Score -3258423 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 26677 members 
Entering Unmasked Estep 
Score: -3258464.000000 Penalty: 3045.856201
	Iteration 32Q: 3 clusters Score -3258464 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 26710 members 
Entering Unmasked Estep 
Score: -3258511.000000 Penalty: 3045.856201
	Iteration 33Q: 3 clusters Score -3258511 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 26731 members 
Entering Unmasked Estep 
Score: -3258544.500000 Penalty: 3045.856201
	Iteration 34Q: 3 clusters Score -3258544 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 26739 members 
Entering Unmasked Estep 
Score: -3258565.000000 Penalty: 3045.856201
	Iteration 35Q: 3 clusters Score -3258565 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 26741 members 
Entering Unmasked Estep 
Score: -3258576.250000 Penalty: 3045.856201
	Iteration 36Q: 3 clusters Score -3258576 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 26750 members 
Entering Unmasked Estep 
Score: -3258578.000000 Penalty: 3045.856201
	Iteration 37Q: 3 clusters Score -3258578 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 26752 members 
Entering Unmasked Estep 
Score: -3258591.500000 Penalty: 3045.856201
	Iteration 38Q: 3 clusters Score -3258592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 26750 members 
Entering Unmasked Estep 
Score: -3258595.500000 Penalty: 3045.856201
	Iteration 39Q: 3 clusters Score -3258596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 26746 members 
Entering Unmasked Estep 
Score: -3258597.250000 Penalty: 3045.856201
	Iteration 40F: 3 clusters Score -3258597 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 26741 members 
Entering Unmasked Estep 
Score: -3258599.750000 Penalty: 3045.856201
	Iteration 41Q: 3 clusters Score -3258600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 26741 members 
Entering Unmasked Estep 
Score: -3258598.750000 Penalty: 3045.856201
	Iteration 42Q: 3 clusters Score -3258599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 26741 members 
Entering Unmasked Estep 
Score: -3258600.500000 Penalty: 3045.856201
	Iteration 43Q: 3 clusters Score -3258600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 26739 members 
Entering Unmasked Estep 
Score: -3258602.000000 Penalty: 3045.856201
	Iteration 44Q: 3 clusters Score -3258602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 26737 members 
Entering Unmasked Estep 
Score: -3258601.750000 Penalty: 3045.856201
	Iteration 45Q: 3 clusters Score -3258602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 26745 members 
Entering Unmasked Estep 
Score: -3258601.250000 Penalty: 3045.856201
	Iteration 46Q: 3 clusters Score -3258601 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 26742 members 
Entering Unmasked Estep 
Score: -3258605.750000 Penalty: 3045.856201
	Iteration 47Q: 3 clusters Score -3258606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 26741 members 
Entering Unmasked Estep 
Score: -3258604.750000 Penalty: 3045.856201
	Iteration 48Q: 3 clusters Score -3258605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 26741 members 
Entering Unmasked Estep 
Score: -3258604.750000 Penalty: 3045.856201
	Iteration 49F: 3 clusters Score -3258605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Entering Unmasked Estep 
Score: -1148070.000000 Penalty: 1361.291626
	Iteration 0F: 2 clusters Score -1148070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1141753.500000 Penalty: 2722.583252
	Iteration 0F: 3 clusters Score -1141754 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1143821.875000 Penalty: 2722.583252
	Iteration 1F: 3 clusters Score -1143822 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1144086.250000 Penalty: 2722.583252
	Iteration 2F: 3 clusters Score -1144086 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1144280.250000 Penalty: 2722.583252
	Iteration 3Q: 3 clusters Score -1144280 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1144427.875000 Penalty: 2722.583252
	Iteration 4Q: 3 clusters Score -1144428 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1144541.500000 Penalty: 2722.583252
	Iteration 5Q: 3 clusters Score -1144542 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1144641.000000 Penalty: 2722.583252
	Iteration 6Q: 3 clusters Score -1144641 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1144732.875000 Penalty: 2722.583252
	Iteration 7Q: 3 clusters Score -1144733 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1144821.375000 Penalty: 2722.583252
	Iteration 8Q: 3 clusters Score -1144821 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1144919.500000 Penalty: 2722.583252
	Iteration 9Q: 3 clusters Score -1144920 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1145020.625000 Penalty: 2722.583252
	Iteration 10Q: 3 clusters Score -1145021 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1145131.625000 Penalty: 2722.583252
	Iteration 11Q: 3 clusters Score -1145132 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1145254.250000 Penalty: 2722.583252
	Iteration 12Q: 3 clusters Score -1145254 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1145390.750000 Penalty: 2722.583252
	Iteration 13Q: 3 clusters Score -1145391 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1145515.375000 Penalty: 2722.583252
	Iteration 14Q: 3 clusters Score -1145515 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1145651.500000 Penalty: 2722.583252
	Iteration 15Q: 3 clusters Score -1145652 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1145815.125000 Penalty: 2722.583252
	Iteration 16Q: 3 clusters Score -1145815 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1145978.000000 Penalty: 2722.583252
	Iteration 17Q: 3 clusters Score -1145978 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1146132.125000 Penalty: 2722.583252
	Iteration 18Q: 3 clusters Score -1146132 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1146301.375000 Penalty: 2722.583252
	Iteration 19Q: 3 clusters Score -1146301 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1146438.250000 Penalty: 2722.583252
	Iteration 20F: 3 clusters Score -1146438 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1146540.375000 Penalty: 2722.583252
	Iteration 21Q: 3 clusters Score -1146540 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1146630.375000 Penalty: 2722.583252
	Iteration 22Q: 3 clusters Score -1146630 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1146702.250000 Penalty: 2722.583252
	Iteration 23Q: 3 clusters Score -1146702 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1146750.000000 Penalty: 2722.583252
	Iteration 24Q: 3 clusters Score -1146750 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1146789.375000 Penalty: 2722.583252
	Iteration 25Q: 3 clusters Score -1146789 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1146813.625000 Penalty: 2722.583252
	Iteration 26Q: 3 clusters Score -1146814 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1146838.500000 Penalty: 2722.583252
	Iteration 27Q: 3 clusters Score -1146838 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1146854.750000 Penalty: 2722.583252
	Iteration 28Q: 3 clusters Score -1146855 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1146868.000000 Penalty: 2722.583252
	Iteration 29Q: 3 clusters Score -1146868 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1146889.500000 Penalty: 2722.583252
	Iteration 30Q: 3 clusters Score -1146890 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1146898.750000 Penalty: 2722.583252
	Iteration 31Q: 3 clusters Score -1146899 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1146909.500000 Penalty: 2722.583252
	Iteration 32Q: 3 clusters Score -1146910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1146914.875000 Penalty: 2722.583252
	Iteration 33Q: 3 clusters Score -1146915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1146920.375000 Penalty: 2722.583252
	Iteration 34Q: 3 clusters Score -1146920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1146928.000000 Penalty: 2722.583252
	Iteration 35Q: 3 clusters Score -1146928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1146928.875000 Penalty: 2722.583252
	Iteration 36Q: 3 clusters Score -1146929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1146930.125000 Penalty: 2722.583252
	Iteration 37Q: 3 clusters Score -1146930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1146932.750000 Penalty: 2722.583252
	Iteration 38Q: 3 clusters Score -1146933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1146934.000000 Penalty: 2722.583252
	Iteration 39Q: 3 clusters Score -1146934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1146934.875000 Penalty: 2722.583252
	Iteration 40F: 3 clusters Score -1146935 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1146944.000000 Penalty: 2722.583252
	Iteration 41Q: 3 clusters Score -1146944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1146948.000000 Penalty: 2722.583252
	Iteration 42Q: 3 clusters Score -1146948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1146951.625000 Penalty: 2722.583252
	Iteration 43Q: 3 clusters Score -1146952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1146955.375000 Penalty: 2722.583252
	Iteration 44Q: 3 clusters Score -1146955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1146955.875000 Penalty: 2722.583252
	Iteration 45Q: 3 clusters Score -1146956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1146956.500000 Penalty: 2722.583252
	Iteration 46Q: 3 clusters Score -1146956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1146957.375000 Penalty: 2722.583252
	Iteration 47Q: 3 clusters Score -1146957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1146957.625000 Penalty: 2722.583252
	Iteration 48Q: 3 clusters Score -1146958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1146959.125000 Penalty: 2722.583252
	Iteration 49Q: 3 clusters Score -1146959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1146960.500000 Penalty: 2722.583252
	Iteration 50Q: 3 clusters Score -1146960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1146961.625000 Penalty: 2722.583252
	Iteration 51Q: 3 clusters Score -1146962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1146962.625000 Penalty: 2722.583252
	Iteration 52Q: 3 clusters Score -1146963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1146963.375000 Penalty: 2722.583252
	Iteration 53Q: 3 clusters Score -1146963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1146964.500000 Penalty: 2722.583252
	Iteration 54Q: 3 clusters Score -1146964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1146964.875000 Penalty: 2722.583252
	Iteration 55Q: 3 clusters Score -1146965 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1146964.875000 Penalty: 2722.583252
	Iteration 56F: 3 clusters Score -1146965 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Entering Unmasked Estep 
Score: -94887.328125 Penalty: 1040.287231
	Iteration 0F: 2 clusters Score -94887.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -93672.882812 Penalty: 2080.574463
	Iteration 0F: 3 clusters Score -93672.88 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -94433.898438 Penalty: 2080.574463
	Iteration 1F: 3 clusters Score -94433.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -94793.109375 Penalty: 2080.574463
	Iteration 2F: 3 clusters Score -94793.11 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -95187.914062 Penalty: 2080.574463
	Iteration 3F: 3 clusters Score -95187.91 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -95475.609375 Penalty: 2080.574463
	Iteration 4F: 3 clusters Score -95475.61 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -95753.695312 Penalty: 2080.574463
	Iteration 5F: 3 clusters Score -95753.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -96012.781250 Penalty: 2080.574463
	Iteration 6Q: 3 clusters Score -96012.78 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -96097.781250 Penalty: 2080.574463
	Iteration 7Q: 3 clusters Score -96097.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -96125.367188 Penalty: 2080.574463
	Iteration 8Q: 3 clusters Score -96125.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -96140.531250 Penalty: 2080.574463
	Iteration 9Q: 3 clusters Score -96140.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -96155.242188 Penalty: 2080.574463
	Iteration 10Q: 3 clusters Score -96155.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -96157.062500 Penalty: 2080.574463
	Iteration 11Q: 3 clusters Score -96157.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -96160.078125 Penalty: 2080.574463
	Iteration 12Q: 3 clusters Score -96160.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -96160.078125 Penalty: 2080.574463
	Iteration 13F: 3 clusters Score -96160.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 41943 members 
Mstep: Class 2 contains 17937 members 
Mstep: Class 3 contains 97148 members 
Mstep: Class 4 contains 26327 members 
Mstep: Class 5 contains 50759 members 
Mstep: Class 6 contains 6175 members 
Mstep: Class 7 contains 80891 members 
Mstep: Class 8 contains 22424 members 
Mstep: Class 9 contains 238 members 
Mstep: Class 10 contains 6308 members 
Mstep: Class 11 contains 40528 members 
Mstep: Class 12 contains 2203 members 
Mstep: Class 13 contains 5621 members 
Mstep: Class 14 contains 65259 members 
Mstep: Class 15 contains 11511 members 
Mstep: Class 16 contains 11737 members 
Mstep: Class 17 contains 3693 members 
Mstep: Class 18 contains 27854 members 
Mstep: Class 19 contains 9400 members 
Mstep: Class 20 contains 355 members 
Mstep: Class 21 contains 5888 members 
Mstep: Class 22 contains 14344 members 
Mstep: Class 23 contains 19427 members 
Mstep: Class 24 contains 3807 members 
Mstep: Class 25 contains 14213 members 
Mstep: Class 26 contains 6014 members 
Mstep: Class 27 contains 37104 members 
Mstep: Class 28 contains 11438 members 
Mstep: Class 29 contains 636 members 
Mstep: Class 30 contains 22195 members 
Mstep: Class 31 contains 911 members 
Mstep: Class 32 contains 1637 members 
Mstep: Class 33 contains 250 members 
Mstep: Class 34 contains 732 members 
Entering Unmasked Estep 
Score: -80950232.000000 Penalty: 67845.960938
Splitting cluster 20 changes total score from -80950080.000000 to -80950232.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 21 (5888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Entering Unmasked Estep 
Score: -705744.125000 Penalty: 1291.683960
	Iteration 0F: 2 clusters Score -705744.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -701414.375000 Penalty: 2583.367920
	Iteration 0F: 3 clusters Score -701414.4 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -702736.125000 Penalty: 2583.367920
	Iteration 1F: 3 clusters Score -702736.1 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -703038.750000 Penalty: 2583.367920
	Iteration 2F: 3 clusters Score -703038.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -703226.437500 Penalty: 2583.367920
	Iteration 3F: 3 clusters Score -703226.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -703368.812500 Penalty: 2583.367920
	Iteration 4Q: 3 clusters Score -703368.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -703495.375000 Penalty: 2583.367920
	Iteration 5Q: 3 clusters Score -703495.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -703601.750000 Penalty: 2583.367920
	Iteration 6Q: 3 clusters Score -703601.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -703708.625000 Penalty: 2583.367920
	Iteration 7Q: 3 clusters Score -703708.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -703825.437500 Penalty: 2583.367920
	Iteration 8Q: 3 clusters Score -703825.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -703945.187500 Penalty: 2583.367920
	Iteration 9Q: 3 clusters Score -703945.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -704044.687500 Penalty: 2583.367920
	Iteration 10Q: 3 clusters Score -704044.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -704136.750000 Penalty: 2583.367920
	Iteration 11Q: 3 clusters Score -704136.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -704230.750000 Penalty: 2583.367920
	Iteration 12Q: 3 clusters Score -704230.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -704307.000000 Penalty: 2583.367920
	Iteration 13Q: 3 clusters Score -704307 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -704379.625000 Penalty: 2583.367920
	Iteration 14Q: 3 clusters Score -704379.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -704437.062500 Penalty: 2583.367920
	Iteration 15Q: 3 clusters Score -704437.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -704483.875000 Penalty: 2583.367920
	Iteration 16Q: 3 clusters Score -704483.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -704517.937500 Penalty: 2583.367920
	Iteration 17Q: 3 clusters Score -704517.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -704549.125000 Penalty: 2583.367920
	Iteration 18Q: 3 clusters Score -704549.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -704575.937500 Penalty: 2583.367920
	Iteration 19Q: 3 clusters Score -704575.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -704601.625000 Penalty: 2583.367920
	Iteration 20F: 3 clusters Score -704601.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -704617.687500 Penalty: 2583.367920
	Iteration 21Q: 3 clusters Score -704617.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -704637.437500 Penalty: 2583.367920
	Iteration 22Q: 3 clusters Score -704637.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -704658.437500 Penalty: 2583.367920
	Iteration 23Q: 3 clusters Score -704658.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -704677.187500 Penalty: 2583.367920
	Iteration 24Q: 3 clusters Score -704677.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -704696.062500 Penalty: 2583.367920
	Iteration 25Q: 3 clusters Score -704696.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -704720.375000 Penalty: 2583.367920
	Iteration 26Q: 3 clusters Score -704720.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -704749.750000 Penalty: 2583.367920
	Iteration 27Q: 3 clusters Score -704749.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -704773.750000 Penalty: 2583.367920
	Iteration 28Q: 3 clusters Score -704773.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -704793.000000 Penalty: 2583.367920
	Iteration 29Q: 3 clusters Score -704793 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -704819.625000 Penalty: 2583.367920
	Iteration 30Q: 3 clusters Score -704819.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -704837.500000 Penalty: 2583.367920
	Iteration 31Q: 3 clusters Score -704837.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -704853.312500 Penalty: 2583.367920
	Iteration 32Q: 3 clusters Score -704853.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -704864.500000 Penalty: 2583.367920
	Iteration 33Q: 3 clusters Score -704864.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -704876.875000 Penalty: 2583.367920
	Iteration 34Q: 3 clusters Score -704876.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -704887.687500 Penalty: 2583.367920
	Iteration 35Q: 3 clusters Score -704887.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -704898.062500 Penalty: 2583.367920
	Iteration 36Q: 3 clusters Score -704898.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -704902.062500 Penalty: 2583.367920
	Iteration 37Q: 3 clusters Score -704902.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -704908.500000 Penalty: 2583.367920
	Iteration 38Q: 3 clusters Score -704908.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -704915.125000 Penalty: 2583.367920
	Iteration 39Q: 3 clusters Score -704915.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -704923.937500 Penalty: 2583.367920
	Iteration 40F: 3 clusters Score -704923.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -704927.875000 Penalty: 2583.367920
	Iteration 41Q: 3 clusters Score -704927.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -704933.562500 Penalty: 2583.367920
	Iteration 42Q: 3 clusters Score -704933.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -704939.625000 Penalty: 2583.367920
	Iteration 43Q: 3 clusters Score -704939.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -704943.625000 Penalty: 2583.367920
	Iteration 44Q: 3 clusters Score -704943.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -704944.375000 Penalty: 2583.367920
	Iteration 45Q: 3 clusters Score -704944.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -704946.312500 Penalty: 2583.367920
	Iteration 46Q: 3 clusters Score -704946.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -704947.187500 Penalty: 2583.367920
	Iteration 47Q: 3 clusters Score -704947.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -704950.312500 Penalty: 2583.367920
	Iteration 48Q: 3 clusters Score -704950.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -704953.562500 Penalty: 2583.367920
	Iteration 49Q: 3 clusters Score -704953.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -704954.312500 Penalty: 2583.367920
	Iteration 50Q: 3 clusters Score -704954.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -704958.625000 Penalty: 2583.367920
	Iteration 51Q: 3 clusters Score -704958.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -704959.625000 Penalty: 2583.367920
	Iteration 52Q: 3 clusters Score -704959.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -704959.562500 Penalty: 2583.367920
	Iteration 53Q: 3 clusters Score -704959.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -704960.562500 Penalty: 2583.367920
	Iteration 54Q: 3 clusters Score -704960.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -704961.937500 Penalty: 2583.367920
	Iteration 55Q: 3 clusters Score -704961.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -704963.437500 Penalty: 2583.367920
	Iteration 56Q: 3 clusters Score -704963.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -704965.125000 Penalty: 2583.367920
	Iteration 57Q: 3 clusters Score -704965.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -704965.125000 Penalty: 2583.367920
	Iteration 58F: 3 clusters Score -704965.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (14344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Entering Unmasked Estep 
Score: -1769111.250000 Penalty: 1424.177734
	Iteration 0F: 2 clusters Score -1769111 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1759577.875000 Penalty: 2848.355469
	Iteration 0F: 3 clusters Score -1759578 nChanged 6181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1762976.875000 Penalty: 2848.355469
	Iteration 1F: 3 clusters Score -1762977 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1763377.750000 Penalty: 2848.355469
	Iteration 2F: 3 clusters Score -1763378 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1763698.500000 Penalty: 2848.355469
	Iteration 3F: 3 clusters Score -1763698 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1763995.625000 Penalty: 2848.355469
	Iteration 4Q: 3 clusters Score -1763996 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1764311.375000 Penalty: 2848.355469
	Iteration 5Q: 3 clusters Score -1764311 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1764692.250000 Penalty: 2848.355469
	Iteration 6Q: 3 clusters Score -1764692 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -1765153.375000 Penalty: 2848.355469
	Iteration 7Q: 3 clusters Score -1765153 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1765649.375000 Penalty: 2848.355469
	Iteration 8Q: 3 clusters Score -1765649 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -1766131.875000 Penalty: 2848.355469
	Iteration 9Q: 3 clusters Score -1766132 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -1766576.875000 Penalty: 2848.355469
	Iteration 10Q: 3 clusters Score -1766577 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -1766923.000000 Penalty: 2848.355469
	Iteration 11Q: 3 clusters Score -1766923 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -1767210.000000 Penalty: 2848.355469
	Iteration 12Q: 3 clusters Score -1767210 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -1767397.375000 Penalty: 2848.355469
	Iteration 13Q: 3 clusters Score -1767397 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -1767536.625000 Penalty: 2848.355469
	Iteration 14Q: 3 clusters Score -1767537 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -1767637.125000 Penalty: 2848.355469
	Iteration 15Q: 3 clusters Score -1767637 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -1767715.000000 Penalty: 2848.355469
	Iteration 16Q: 3 clusters Score -1767715 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -1767778.250000 Penalty: 2848.355469
	Iteration 17Q: 3 clusters Score -1767778 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -1767824.875000 Penalty: 2848.355469
	Iteration 18Q: 3 clusters Score -1767825 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -1767864.000000 Penalty: 2848.355469
	Iteration 19Q: 3 clusters Score -1767864 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -1767894.500000 Penalty: 2848.355469
	Iteration 20F: 3 clusters Score -1767894 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -1767918.000000 Penalty: 2848.355469
	Iteration 21Q: 3 clusters Score -1767918 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -1767936.500000 Penalty: 2848.355469
	Iteration 22Q: 3 clusters Score -1767936 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -1767948.625000 Penalty: 2848.355469
	Iteration 23Q: 3 clusters Score -1767949 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -1767957.875000 Penalty: 2848.355469
	Iteration 24Q: 3 clusters Score -1767958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -1767967.875000 Penalty: 2848.355469
	Iteration 25Q: 3 clusters Score -1767968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -1767969.125000 Penalty: 2848.355469
	Iteration 26Q: 3 clusters Score -1767969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -1767976.000000 Penalty: 2848.355469
	Iteration 27Q: 3 clusters Score -1767976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -1767979.125000 Penalty: 2848.355469
	Iteration 28Q: 3 clusters Score -1767979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -1767978.750000 Penalty: 2848.355469
	Iteration 29Q: 3 clusters Score -1767979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -1767980.875000 Penalty: 2848.355469
	Iteration 30Q: 3 clusters Score -1767981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -1767981.500000 Penalty: 2848.355469
	Iteration 31Q: 3 clusters Score -1767982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -1767985.125000 Penalty: 2848.355469
	Iteration 32Q: 3 clusters Score -1767985 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -1767996.375000 Penalty: 2848.355469
	Iteration 33Q: 3 clusters Score -1767996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -1768000.125000 Penalty: 2848.355469
	Iteration 34Q: 3 clusters Score -1768000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -1768004.875000 Penalty: 2848.355469
	Iteration 35Q: 3 clusters Score -1768005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -1768006.500000 Penalty: 2848.355469
	Iteration 36Q: 3 clusters Score -1768006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -1768006.625000 Penalty: 2848.355469
	Iteration 37Q: 3 clusters Score -1768007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -1768012.125000 Penalty: 2848.355469
	Iteration 38Q: 3 clusters Score -1768012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -1768015.875000 Penalty: 2848.355469
	Iteration 39Q: 3 clusters Score -1768016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -1768015.250000 Penalty: 2848.355469
	Iteration 40F: 3 clusters Score -1768015 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -1768022.250000 Penalty: 2848.355469
	Iteration 41Q: 3 clusters Score -1768022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -1768026.250000 Penalty: 2848.355469
	Iteration 42Q: 3 clusters Score -1768026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -1768027.875000 Penalty: 2848.355469
	Iteration 43Q: 3 clusters Score -1768028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -1768028.125000 Penalty: 2848.355469
	Iteration 44Q: 3 clusters Score -1768028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -1768032.250000 Penalty: 2848.355469
	Iteration 45Q: 3 clusters Score -1768032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -1768032.250000 Penalty: 2848.355469
	Iteration 46Q: 3 clusters Score -1768032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -1768032.250000 Penalty: 2848.355469
	Iteration 47F: 3 clusters Score -1768032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -2461448.000000 Penalty: 1469.313599
	Iteration 0F: 2 clusters Score -2461448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -2448679.250000 Penalty: 2938.627197
	Iteration 0F: 3 clusters Score -2448679 nChanged 8598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -2453391.750000 Penalty: 2938.627197
	Iteration 1F: 3 clusters Score -2453392 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -2453854.750000 Penalty: 2938.627197
	Iteration 2F: 3 clusters Score -2453855 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -2454289.000000 Penalty: 2938.627197
	Iteration 3F: 3 clusters Score -2454289 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -2454784.000000 Penalty: 2938.627197
	Iteration 4F: 3 clusters Score -2454784 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -2455404.500000 Penalty: 2938.627197
	Iteration 5F: 3 clusters Score -2455404 nChanged 1148
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: -2456142.250000 Penalty: 2938.627197
	Iteration 6F: 3 clusters Score -2456142 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -2456985.500000 Penalty: 2938.627197
	Iteration 7F: 3 clusters Score -2456986 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -2457813.000000 Penalty: 2938.627197
	Iteration 8F: 3 clusters Score -2457813 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -2458486.250000 Penalty: 2938.627197
	Iteration 9Q: 3 clusters Score -2458486 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -2459028.750000 Penalty: 2938.627197
	Iteration 10Q: 3 clusters Score -2459029 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -2459416.500000 Penalty: 2938.627197
	Iteration 11Q: 3 clusters Score -2459416 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -2459711.750000 Penalty: 2938.627197
	Iteration 12Q: 3 clusters Score -2459712 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2459920.250000 Penalty: 2938.627197
	Iteration 13Q: 3 clusters Score -2459920 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2460071.500000 Penalty: 2938.627197
	Iteration 14Q: 3 clusters Score -2460072 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2460153.750000 Penalty: 2938.627197
	Iteration 15Q: 3 clusters Score -2460154 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2460210.250000 Penalty: 2938.627197
	Iteration 16Q: 3 clusters Score -2460210 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2460248.750000 Penalty: 2938.627197
	Iteration 17Q: 3 clusters Score -2460249 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18329 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2460276.500000 Penalty: 2938.627197
	Iteration 18Q: 3 clusters Score -2460276 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2460299.750000 Penalty: 2938.627197
	Iteration 19Q: 3 clusters Score -2460300 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2460323.750000 Penalty: 2938.627197
	Iteration 20F: 3 clusters Score -2460324 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2460328.250000 Penalty: 2938.627197
	Iteration 21Q: 3 clusters Score -2460328 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2460340.250000 Penalty: 2938.627197
	Iteration 22Q: 3 clusters Score -2460340 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2460347.250000 Penalty: 2938.627197
	Iteration 23Q: 3 clusters Score -2460347 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2460364.500000 Penalty: 2938.627197
	Iteration 24Q: 3 clusters Score -2460364 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2460369.250000 Penalty: 2938.627197
	Iteration 25Q: 3 clusters Score -2460369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2460371.750000 Penalty: 2938.627197
	Iteration 26Q: 3 clusters Score -2460372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -2460373.500000 Penalty: 2938.627197
	Iteration 27Q: 3 clusters Score -2460374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2460382.000000 Penalty: 2938.627197
	Iteration 28Q: 3 clusters Score -2460382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2460387.500000 Penalty: 2938.627197
	Iteration 29Q: 3 clusters Score -2460388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2460389.000000 Penalty: 2938.627197
	Iteration 30Q: 3 clusters Score -2460389 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2460395.750000 Penalty: 2938.627197
	Iteration 31Q: 3 clusters Score -2460396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2460394.500000 Penalty: 2938.627197
	Iteration 32Q: 3 clusters Score -2460394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2460400.500000 Penalty: 2938.627197
	Iteration 33Q: 3 clusters Score -2460400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2460394.750000 Penalty: 2938.627197
	Iteration 34Q: 3 clusters Score -2460395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2460397.750000 Penalty: 2938.627197
	Iteration 35Q: 3 clusters Score -2460398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2460398.250000 Penalty: 2938.627197
	Iteration 36Q: 3 clusters Score -2460398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2460398.500000 Penalty: 2938.627197
	Iteration 37Q: 3 clusters Score -2460398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2460395.500000 Penalty: 2938.627197
	Iteration 38Q: 3 clusters Score -2460396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2460399.750000 Penalty: 2938.627197
	Iteration 39Q: 3 clusters Score -2460400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2460399.500000 Penalty: 2938.627197
	Iteration 40F: 3 clusters Score -2460400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2460398.500000 Penalty: 2938.627197
	Iteration 41Q: 3 clusters Score -2460398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2460398.500000 Penalty: 2938.627197
	Iteration 42F: 3 clusters Score -2460398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Entering Unmasked Estep 
Score: -444500.968750 Penalty: 1226.796021
	Iteration 0F: 2 clusters Score -444501 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -441559.937500 Penalty: 2453.592041
	Iteration 0F: 3 clusters Score -441559.9 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -442418.031250 Penalty: 2453.592041
	Iteration 1F: 3 clusters Score -442418 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -442596.968750 Penalty: 2453.592041
	Iteration 2F: 3 clusters Score -442597 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -442715.843750 Penalty: 2453.592041
	Iteration 3Q: 3 clusters Score -442715.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -442796.062500 Penalty: 2453.592041
	Iteration 4Q: 3 clusters Score -442796.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -442877.125000 Penalty: 2453.592041
	Iteration 5Q: 3 clusters Score -442877.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -442944.625000 Penalty: 2453.592041
	Iteration 6Q: 3 clusters Score -442944.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -443028.593750 Penalty: 2453.592041
	Iteration 7Q: 3 clusters Score -443028.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -443107.375000 Penalty: 2453.592041
	Iteration 8Q: 3 clusters Score -443107.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -443180.406250 Penalty: 2453.592041
	Iteration 9Q: 3 clusters Score -443180.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -443270.156250 Penalty: 2453.592041
	Iteration 10Q: 3 clusters Score -443270.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -443367.000000 Penalty: 2453.592041
	Iteration 11Q: 3 clusters Score -443367 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -443460.406250 Penalty: 2453.592041
	Iteration 12Q: 3 clusters Score -443460.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -443567.906250 Penalty: 2453.592041
	Iteration 13Q: 3 clusters Score -443567.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -443645.187500 Penalty: 2453.592041
	Iteration 14Q: 3 clusters Score -443645.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -443706.750000 Penalty: 2453.592041
	Iteration 15Q: 3 clusters Score -443706.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -443753.843750 Penalty: 2453.592041
	Iteration 16Q: 3 clusters Score -443753.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -443790.125000 Penalty: 2453.592041
	Iteration 17Q: 3 clusters Score -443790.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -443817.937500 Penalty: 2453.592041
	Iteration 18Q: 3 clusters Score -443817.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -443837.218750 Penalty: 2453.592041
	Iteration 19Q: 3 clusters Score -443837.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -443850.937500 Penalty: 2453.592041
	Iteration 20F: 3 clusters Score -443850.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -443866.906250 Penalty: 2453.592041
	Iteration 21Q: 3 clusters Score -443866.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -443875.343750 Penalty: 2453.592041
	Iteration 22Q: 3 clusters Score -443875.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -443885.156250 Penalty: 2453.592041
	Iteration 23Q: 3 clusters Score -443885.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -443895.406250 Penalty: 2453.592041
	Iteration 24Q: 3 clusters Score -443895.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -443905.375000 Penalty: 2453.592041
	Iteration 25Q: 3 clusters Score -443905.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -443911.375000 Penalty: 2453.592041
	Iteration 26Q: 3 clusters Score -443911.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -443921.156250 Penalty: 2453.592041
	Iteration 27Q: 3 clusters Score -443921.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -443934.406250 Penalty: 2453.592041
	Iteration 28Q: 3 clusters Score -443934.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -443947.031250 Penalty: 2453.592041
	Iteration 29Q: 3 clusters Score -443947 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -443959.593750 Penalty: 2453.592041
	Iteration 30Q: 3 clusters Score -443959.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -443970.000000 Penalty: 2453.592041
	Iteration 31Q: 3 clusters Score -443970 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -443976.968750 Penalty: 2453.592041
	Iteration 32Q: 3 clusters Score -443977 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -443981.718750 Penalty: 2453.592041
	Iteration 33Q: 3 clusters Score -443981.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -443984.281250 Penalty: 2453.592041
	Iteration 34Q: 3 clusters Score -443984.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -443987.781250 Penalty: 2453.592041
	Iteration 35Q: 3 clusters Score -443987.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -443991.906250 Penalty: 2453.592041
	Iteration 36Q: 3 clusters Score -443991.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -443993.281250 Penalty: 2453.592041
	Iteration 37Q: 3 clusters Score -443993.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -443994.031250 Penalty: 2453.592041
	Iteration 38Q: 3 clusters Score -443994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -443994.406250 Penalty: 2453.592041
	Iteration 39Q: 3 clusters Score -443994.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -443994.406250 Penalty: 2453.592041
	Iteration 40F: 3 clusters Score -443994.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -443994.687500 Penalty: 2453.592041
	Iteration 41Q: 3 clusters Score -443994.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -443995.000000 Penalty: 2453.592041
	Iteration 42Q: 3 clusters Score -443995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -443995.625000 Penalty: 2453.592041
	Iteration 43Q: 3 clusters Score -443995.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -443995.562500 Penalty: 2453.592041
	Iteration 44Q: 3 clusters Score -443995.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -443996.625000 Penalty: 2453.592041
	Iteration 45Q: 3 clusters Score -443996.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -443996.718750 Penalty: 2453.592041
	Iteration 46Q: 3 clusters Score -443996.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -443996.718750 Penalty: 2453.592041
	Iteration 47F: 3 clusters Score -443996.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (14213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Entering Unmasked Estep 
Score: -1790158.625000 Penalty: 1422.812622
	Iteration 0F: 2 clusters Score -1790159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1780650.750000 Penalty: 2845.625244
	Iteration 0F: 3 clusters Score -1780651 nChanged 6165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1783957.250000 Penalty: 2845.625244
	Iteration 1F: 3 clusters Score -1783957 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1784245.000000 Penalty: 2845.625244
	Iteration 2F: 3 clusters Score -1784245 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1784464.750000 Penalty: 2845.625244
	Iteration 3Q: 3 clusters Score -1784465 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1784643.375000 Penalty: 2845.625244
	Iteration 4Q: 3 clusters Score -1784643 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1784795.500000 Penalty: 2845.625244
	Iteration 5Q: 3 clusters Score -1784796 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1784949.000000 Penalty: 2845.625244
	Iteration 6Q: 3 clusters Score -1784949 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1785127.500000 Penalty: 2845.625244
	Iteration 7Q: 3 clusters Score -1785128 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1785356.375000 Penalty: 2845.625244
	Iteration 8Q: 3 clusters Score -1785356 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1785669.125000 Penalty: 2845.625244
	Iteration 9Q: 3 clusters Score -1785669 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1786143.750000 Penalty: 2845.625244
	Iteration 10Q: 3 clusters Score -1786144 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -1786697.125000 Penalty: 2845.625244
	Iteration 11F: 3 clusters Score -1786697 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -1787308.250000 Penalty: 2845.625244
	Iteration 12F: 3 clusters Score -1787308 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -1787881.000000 Penalty: 2845.625244
	Iteration 13Q: 3 clusters Score -1787881 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -1788329.375000 Penalty: 2845.625244
	Iteration 14Q: 3 clusters Score -1788329 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -1788601.750000 Penalty: 2845.625244
	Iteration 15Q: 3 clusters Score -1788602 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -1788755.375000 Penalty: 2845.625244
	Iteration 16Q: 3 clusters Score -1788755 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -1788832.000000 Penalty: 2845.625244
	Iteration 17Q: 3 clusters Score -1788832 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -1788891.375000 Penalty: 2845.625244
	Iteration 18Q: 3 clusters Score -1788891 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -1788919.750000 Penalty: 2845.625244
	Iteration 19Q: 3 clusters Score -1788920 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -1788944.125000 Penalty: 2845.625244
	Iteration 20F: 3 clusters Score -1788944 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -1788961.625000 Penalty: 2845.625244
	Iteration 21Q: 3 clusters Score -1788962 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -1788973.125000 Penalty: 2845.625244
	Iteration 22Q: 3 clusters Score -1788973 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -1788991.625000 Penalty: 2845.625244
	Iteration 23Q: 3 clusters Score -1788992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -1788998.750000 Penalty: 2845.625244
	Iteration 24Q: 3 clusters Score -1788999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -1789004.625000 Penalty: 2845.625244
	Iteration 25Q: 3 clusters Score -1789005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -1789003.250000 Penalty: 2845.625244
	Iteration 26Q: 3 clusters Score -1789003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -1789004.750000 Penalty: 2845.625244
	Iteration 27Q: 3 clusters Score -1789005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -1789006.625000 Penalty: 2845.625244
	Iteration 28Q: 3 clusters Score -1789007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -1789006.625000 Penalty: 2845.625244
	Iteration 29F: 3 clusters Score -1789007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Entering Unmasked Estep 
Score: -709518.125000 Penalty: 1294.834595
	Iteration 0F: 2 clusters Score -709518.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -705260.250000 Penalty: 2589.669189
	Iteration 0F: 3 clusters Score -705260.2 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -706637.437500 Penalty: 2589.669189
	Iteration 1F: 3 clusters Score -706637.4 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -707041.187500 Penalty: 2589.669189
	Iteration 2F: 3 clusters Score -707041.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -707445.250000 Penalty: 2589.669189
	Iteration 3F: 3 clusters Score -707445.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -707815.937500 Penalty: 2589.669189
	Iteration 4F: 3 clusters Score -707815.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -708100.875000 Penalty: 2589.669189
	Iteration 5F: 3 clusters Score -708100.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -708313.625000 Penalty: 2589.669189
	Iteration 6Q: 3 clusters Score -708313.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -708486.375000 Penalty: 2589.669189
	Iteration 7Q: 3 clusters Score -708486.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -708614.687500 Penalty: 2589.669189
	Iteration 8Q: 3 clusters Score -708614.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -708706.062500 Penalty: 2589.669189
	Iteration 9Q: 3 clusters Score -708706.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -708788.250000 Penalty: 2589.669189
	Iteration 10Q: 3 clusters Score -708788.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -708852.312500 Penalty: 2589.669189
	Iteration 11Q: 3 clusters Score -708852.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -708898.562500 Penalty: 2589.669189
	Iteration 12Q: 3 clusters Score -708898.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -708953.687500 Penalty: 2589.669189
	Iteration 13Q: 3 clusters Score -708953.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -709011.312500 Penalty: 2589.669189
	Iteration 14Q: 3 clusters Score -709011.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -709060.937500 Penalty: 2589.669189
	Iteration 15Q: 3 clusters Score -709060.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -709094.125000 Penalty: 2589.669189
	Iteration 16Q: 3 clusters Score -709094.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -709117.125000 Penalty: 2589.669189
	Iteration 17Q: 3 clusters Score -709117.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -709144.312500 Penalty: 2589.669189
	Iteration 18Q: 3 clusters Score -709144.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -709171.500000 Penalty: 2589.669189
	Iteration 19Q: 3 clusters Score -709171.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -709197.125000 Penalty: 2589.669189
	Iteration 20F: 3 clusters Score -709197.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -709221.625000 Penalty: 2589.669189
	Iteration 21Q: 3 clusters Score -709221.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -709235.437500 Penalty: 2589.669189
	Iteration 22Q: 3 clusters Score -709235.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -709251.812500 Penalty: 2589.669189
	Iteration 23Q: 3 clusters Score -709251.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -709266.875000 Penalty: 2589.669189
	Iteration 24Q: 3 clusters Score -709266.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -709280.250000 Penalty: 2589.669189
	Iteration 25Q: 3 clusters Score -709280.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -709287.250000 Penalty: 2589.669189
	Iteration 26Q: 3 clusters Score -709287.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -709291.312500 Penalty: 2589.669189
	Iteration 27Q: 3 clusters Score -709291.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -709296.687500 Penalty: 2589.669189
	Iteration 28Q: 3 clusters Score -709296.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -709299.312500 Penalty: 2589.669189
	Iteration 29Q: 3 clusters Score -709299.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -709302.062500 Penalty: 2589.669189
	Iteration 30Q: 3 clusters Score -709302.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -709305.000000 Penalty: 2589.669189
	Iteration 31Q: 3 clusters Score -709305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -709307.000000 Penalty: 2589.669189
	Iteration 32Q: 3 clusters Score -709307 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -709309.000000 Penalty: 2589.669189
	Iteration 33Q: 3 clusters Score -709309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -709313.500000 Penalty: 2589.669189
	Iteration 34Q: 3 clusters Score -709313.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -709316.250000 Penalty: 2589.669189
	Iteration 35Q: 3 clusters Score -709316.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -709317.062500 Penalty: 2589.669189
	Iteration 36Q: 3 clusters Score -709317.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -709316.937500 Penalty: 2589.669189
	Iteration 37Q: 3 clusters Score -709316.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -709316.937500 Penalty: 2589.669189
	Iteration 38F: 3 clusters Score -709316.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (37104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37104 members 
Entering Unmasked Estep 
Score: -4476785.000000 Penalty: 1565.596191
	Iteration 0F: 2 clusters Score -4476785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -4452665.500000 Penalty: 3131.192383
	Iteration 0F: 3 clusters Score -4452666 nChanged 16959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -4461892.500000 Penalty: 3131.192383
	Iteration 1F: 3 clusters Score -4461892 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -4462532.500000 Penalty: 3131.192383
	Iteration 2Q: 3 clusters Score -4462532 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -4463139.000000 Penalty: 3131.192383
	Iteration 3Q: 3 clusters Score -4463139 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
Score: -4463838.000000 Penalty: 3131.192383
	Iteration 4Q: 3 clusters Score -4463838 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 21489 members 
Entering Unmasked Estep 
Score: -4464688.000000 Penalty: 3131.192383
	Iteration 5Q: 3 clusters Score -4464688 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 22454 members 
Entering Unmasked Estep 
Score: -4465621.000000 Penalty: 3131.192383
	Iteration 6Q: 3 clusters Score -4465621 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 23592 members 
Entering Unmasked Estep 
Score: -4466705.500000 Penalty: 3131.192383
	Iteration 7F: 3 clusters Score -4466706 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 24851 members 
Entering Unmasked Estep 
Score: -4468009.500000 Penalty: 3131.192383
	Iteration 8F: 3 clusters Score -4468010 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 26080 members 
Entering Unmasked Estep 
Score: -4469249.000000 Penalty: 3131.192383
	Iteration 9F: 3 clusters Score -4469249 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 27127 members 
Entering Unmasked Estep 
Score: -4470347.000000 Penalty: 3131.192383
	Iteration 10Q: 3 clusters Score -4470347 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 28055 members 
Entering Unmasked Estep 
Score: -4471250.000000 Penalty: 3131.192383
	Iteration 11Q: 3 clusters Score -4471250 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 28874 members 
Entering Unmasked Estep 
Score: -4471937.000000 Penalty: 3131.192383
	Iteration 12Q: 3 clusters Score -4471937 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 29637 members 
Entering Unmasked Estep 
Score: -4472525.000000 Penalty: 3131.192383
	Iteration 13Q: 3 clusters Score -4472525 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 30314 members 
Entering Unmasked Estep 
Score: -4472911.500000 Penalty: 3131.192383
	Iteration 14Q: 3 clusters Score -4472912 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 30918 members 
Entering Unmasked Estep 
Score: -4473207.000000 Penalty: 3131.192383
	Iteration 15Q: 3 clusters Score -4473207 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 31458 members 
Entering Unmasked Estep 
Score: -4473479.500000 Penalty: 3131.192383
	Iteration 16Q: 3 clusters Score -4473480 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 31928 members 
Entering Unmasked Estep 
Score: -4473712.000000 Penalty: 3131.192383
	Iteration 17Q: 3 clusters Score -4473712 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 32381 members 
Entering Unmasked Estep 
Score: -4473946.000000 Penalty: 3131.192383
	Iteration 18Q: 3 clusters Score -4473946 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 32775 members 
Entering Unmasked Estep 
Score: -4474128.500000 Penalty: 3131.192383
	Iteration 19Q: 3 clusters Score -4474128 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 33126 members 
Entering Unmasked Estep 
Score: -4474290.000000 Penalty: 3131.192383
	Iteration 20F: 3 clusters Score -4474290 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 33440 members 
Entering Unmasked Estep 
Score: -4474421.000000 Penalty: 3131.192383
	Iteration 21Q: 3 clusters Score -4474421 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 33712 members 
Entering Unmasked Estep 
Score: -4474537.000000 Penalty: 3131.192383
	Iteration 22Q: 3 clusters Score -4474537 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 33948 members 
Entering Unmasked Estep 
Score: -4474635.000000 Penalty: 3131.192383
	Iteration 23Q: 3 clusters Score -4474635 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 34154 members 
Entering Unmasked Estep 
Score: -4474724.500000 Penalty: 3131.192383
	Iteration 24Q: 3 clusters Score -4474724 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 34372 members 
Entering Unmasked Estep 
Score: -4474806.000000 Penalty: 3131.192383
	Iteration 25Q: 3 clusters Score -4474806 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 34553 members 
Entering Unmasked Estep 
Score: -4474878.500000 Penalty: 3131.192383
	Iteration 26Q: 3 clusters Score -4474878 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 34724 members 
Entering Unmasked Estep 
Score: -4474954.500000 Penalty: 3131.192383
	Iteration 27Q: 3 clusters Score -4474954 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 34886 members 
Entering Unmasked Estep 
Score: -4475027.000000 Penalty: 3131.192383
	Iteration 28Q: 3 clusters Score -4475027 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 35051 members 
Entering Unmasked Estep 
Score: -4475117.500000 Penalty: 3131.192383
	Iteration 29Q: 3 clusters Score -4475118 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 35188 members 
Entering Unmasked Estep 
Score: -4475183.000000 Penalty: 3131.192383
	Iteration 30Q: 3 clusters Score -4475183 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 35309 members 
Entering Unmasked Estep 
Score: -4475238.000000 Penalty: 3131.192383
	Iteration 31Q: 3 clusters Score -4475238 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 35425 members 
Entering Unmasked Estep 
Score: -4475289.500000 Penalty: 3131.192383
	Iteration 32Q: 3 clusters Score -4475290 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 35518 members 
Entering Unmasked Estep 
Score: -4475326.500000 Penalty: 3131.192383
	Iteration 33Q: 3 clusters Score -4475326 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 35601 members 
Entering Unmasked Estep 
Score: -4475365.500000 Penalty: 3131.192383
	Iteration 34Q: 3 clusters Score -4475366 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 35670 members 
Entering Unmasked Estep 
Score: -4475402.000000 Penalty: 3131.192383
	Iteration 35Q: 3 clusters Score -4475402 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 35737 members 
Entering Unmasked Estep 
Score: -4475432.000000 Penalty: 3131.192383
	Iteration 36Q: 3 clusters Score -4475432 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 35791 members 
Entering Unmasked Estep 
Score: -4475451.000000 Penalty: 3131.192383
	Iteration 37Q: 3 clusters Score -4475451 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 35836 members 
Entering Unmasked Estep 
Score: -4475454.500000 Penalty: 3131.192383
	Iteration 38Q: 3 clusters Score -4475454 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 35866 members 
Entering Unmasked Estep 
Score: -4475464.000000 Penalty: 3131.192383
	Iteration 39Q: 3 clusters Score -4475464 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 35896 members 
Entering Unmasked Estep 
Score: -4475474.000000 Penalty: 3131.192383
	Iteration 40F: 3 clusters Score -4475474 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 35929 members 
Entering Unmasked Estep 
Score: -4475489.500000 Penalty: 3131.192383
	Iteration 41Q: 3 clusters Score -4475490 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 35963 members 
Entering Unmasked Estep 
Score: -4475495.000000 Penalty: 3131.192383
	Iteration 42Q: 3 clusters Score -4475495 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 35996 members 
Entering Unmasked Estep 
Score: -4475514.000000 Penalty: 3131.192383
	Iteration 43Q: 3 clusters Score -4475514 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 36028 members 
Entering Unmasked Estep 
Score: -4475527.500000 Penalty: 3131.192383
	Iteration 44Q: 3 clusters Score -4475528 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 36054 members 
Entering Unmasked Estep 
Score: -4475539.000000 Penalty: 3131.192383
	Iteration 45Q: 3 clusters Score -4475539 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 36073 members 
Entering Unmasked Estep 
Score: -4475546.500000 Penalty: 3131.192383
	Iteration 46Q: 3 clusters Score -4475546 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 36096 members 
Entering Unmasked Estep 
Score: -4475571.000000 Penalty: 3131.192383
	Iteration 47Q: 3 clusters Score -4475571 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 36112 members 
Entering Unmasked Estep 
Score: -4475576.500000 Penalty: 3131.192383
	Iteration 48Q: 3 clusters Score -4475576 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 36127 members 
Entering Unmasked Estep 
Score: -4475580.000000 Penalty: 3131.192383
	Iteration 49Q: 3 clusters Score -4475580 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 36138 members 
Entering Unmasked Estep 
Score: -4475584.000000 Penalty: 3131.192383
	Iteration 50Q: 3 clusters Score -4475584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 36151 members 
Entering Unmasked Estep 
Score: -4475585.500000 Penalty: 3131.192383
	Iteration 51Q: 3 clusters Score -4475586 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 36167 members 
Entering Unmasked Estep 
Score: -4475593.000000 Penalty: 3131.192383
	Iteration 52Q: 3 clusters Score -4475593 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 36184 members 
Entering Unmasked Estep 
Score: -4475600.500000 Penalty: 3131.192383
	Iteration 53Q: 3 clusters Score -4475600 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 36206 members 
Entering Unmasked Estep 
Score: -4475604.000000 Penalty: 3131.192383
	Iteration 54Q: 3 clusters Score -4475604 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 36222 members 
Entering Unmasked Estep 
Score: -4475624.500000 Penalty: 3131.192383
	Iteration 55Q: 3 clusters Score -4475624 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 36238 members 
Entering Unmasked Estep 
Score: -4475631.500000 Penalty: 3131.192383
	Iteration 56Q: 3 clusters Score -4475632 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 36257 members 
Entering Unmasked Estep 
Score: -4475649.000000 Penalty: 3131.192383
	Iteration 57Q: 3 clusters Score -4475649 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 36268 members 
Entering Unmasked Estep 
Score: -4475654.500000 Penalty: 3131.192383
	Iteration 58Q: 3 clusters Score -4475654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 36276 members 
Entering Unmasked Estep 
Score: -4475653.000000 Penalty: 3131.192383
	Iteration 59Q: 3 clusters Score -4475653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 36279 members 
Entering Unmasked Estep 
Score: -4475658.500000 Penalty: 3131.192383
	Iteration 60F: 3 clusters Score -4475658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 36282 members 
Entering Unmasked Estep 
Score: -4475663.500000 Penalty: 3131.192383
	Iteration 61Q: 3 clusters Score -4475664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 36286 members 
Entering Unmasked Estep 
Score: -4475663.500000 Penalty: 3131.192383
	Iteration 62Q: 3 clusters Score -4475664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 36290 members 
Entering Unmasked Estep 
Score: -4475666.000000 Penalty: 3131.192383
	Iteration 63Q: 3 clusters Score -4475666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 36294 members 
Entering Unmasked Estep 
Score: -4475669.000000 Penalty: 3131.192383
	Iteration 64Q: 3 clusters Score -4475669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 36299 members 
Entering Unmasked Estep 
Score: -4475671.000000 Penalty: 3131.192383
	Iteration 65Q: 3 clusters Score -4475671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 36302 members 
Entering Unmasked Estep 
Score: -4475666.000000 Penalty: 3131.192383
	Iteration 66Q: 3 clusters Score -4475666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 36306 members 
Entering Unmasked Estep 
Score: -4475665.000000 Penalty: 3131.192383
	Iteration 67Q: 3 clusters Score -4475665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 36309 members 
Entering Unmasked Estep 
Score: -4475666.000000 Penalty: 3131.192383
	Iteration 68Q: 3 clusters Score -4475666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 36314 members 
Entering Unmasked Estep 
Score: -4475671.500000 Penalty: 3131.192383
	Iteration 69Q: 3 clusters Score -4475672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 36317 members 
Entering Unmasked Estep 
Score: -4475671.500000 Penalty: 3131.192383
	Iteration 70Q: 3 clusters Score -4475672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 36320 members 
Entering Unmasked Estep 
Score: -4475672.000000 Penalty: 3131.192383
	Iteration 71Q: 3 clusters Score -4475672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 36322 members 
Entering Unmasked Estep 
Score: -4475674.000000 Penalty: 3131.192383
	Iteration 72Q: 3 clusters Score -4475674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 36323 members 
Entering Unmasked Estep 
Score: -4475673.000000 Penalty: 3131.192383
	Iteration 73Q: 3 clusters Score -4475673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 36323 members 
Entering Unmasked Estep 
Score: -4475673.000000 Penalty: 3131.192383
	Iteration 74F: 3 clusters Score -4475673 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (11438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Entering Unmasked Estep 
Score: -1372909.500000 Penalty: 1390.490845
	Iteration 0F: 2 clusters Score -1372910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1365306.750000 Penalty: 2780.981689
	Iteration 0F: 3 clusters Score -1365307 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1367933.250000 Penalty: 2780.981689
	Iteration 1F: 3 clusters Score -1367933 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1368280.750000 Penalty: 2780.981689
	Iteration 2F: 3 clusters Score -1368281 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1368536.250000 Penalty: 2780.981689
	Iteration 3Q: 3 clusters Score -1368536 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1368779.250000 Penalty: 2780.981689
	Iteration 4Q: 3 clusters Score -1368779 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1368999.125000 Penalty: 2780.981689
	Iteration 5Q: 3 clusters Score -1368999 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1369204.750000 Penalty: 2780.981689
	Iteration 6Q: 3 clusters Score -1369205 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1369417.375000 Penalty: 2780.981689
	Iteration 7Q: 3 clusters Score -1369417 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1369625.125000 Penalty: 2780.981689
	Iteration 8Q: 3 clusters Score -1369625 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1369871.250000 Penalty: 2780.981689
	Iteration 9Q: 3 clusters Score -1369871 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1370122.125000 Penalty: 2780.981689
	Iteration 10Q: 3 clusters Score -1370122 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1370391.500000 Penalty: 2780.981689
	Iteration 11Q: 3 clusters Score -1370392 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1370610.375000 Penalty: 2780.981689
	Iteration 12Q: 3 clusters Score -1370610 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1370800.625000 Penalty: 2780.981689
	Iteration 13Q: 3 clusters Score -1370801 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1370966.000000 Penalty: 2780.981689
	Iteration 14Q: 3 clusters Score -1370966 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1371085.625000 Penalty: 2780.981689
	Iteration 15Q: 3 clusters Score -1371086 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1371180.750000 Penalty: 2780.981689
	Iteration 16Q: 3 clusters Score -1371181 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1371241.500000 Penalty: 2780.981689
	Iteration 17Q: 3 clusters Score -1371242 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1371283.125000 Penalty: 2780.981689
	Iteration 18Q: 3 clusters Score -1371283 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1371302.625000 Penalty: 2780.981689
	Iteration 19Q: 3 clusters Score -1371303 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1371319.000000 Penalty: 2780.981689
	Iteration 20F: 3 clusters Score -1371319 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1371334.000000 Penalty: 2780.981689
	Iteration 21Q: 3 clusters Score -1371334 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1371342.000000 Penalty: 2780.981689
	Iteration 22Q: 3 clusters Score -1371342 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1371347.250000 Penalty: 2780.981689
	Iteration 23Q: 3 clusters Score -1371347 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1371356.000000 Penalty: 2780.981689
	Iteration 24Q: 3 clusters Score -1371356 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1371357.750000 Penalty: 2780.981689
	Iteration 25Q: 3 clusters Score -1371358 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1371366.500000 Penalty: 2780.981689
	Iteration 26Q: 3 clusters Score -1371366 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1371368.250000 Penalty: 2780.981689
	Iteration 27Q: 3 clusters Score -1371368 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1371375.750000 Penalty: 2780.981689
	Iteration 28Q: 3 clusters Score -1371376 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1371377.250000 Penalty: 2780.981689
	Iteration 29Q: 3 clusters Score -1371377 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1371385.125000 Penalty: 2780.981689
	Iteration 30Q: 3 clusters Score -1371385 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1371391.625000 Penalty: 2780.981689
	Iteration 31Q: 3 clusters Score -1371392 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1371395.375000 Penalty: 2780.981689
	Iteration 32Q: 3 clusters Score -1371395 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1371399.875000 Penalty: 2780.981689
	Iteration 33Q: 3 clusters Score -1371400 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1371406.625000 Penalty: 2780.981689
	Iteration 34Q: 3 clusters Score -1371407 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1371413.000000 Penalty: 2780.981689
	Iteration 35Q: 3 clusters Score -1371413 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1371425.625000 Penalty: 2780.981689
	Iteration 36Q: 3 clusters Score -1371426 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1371439.250000 Penalty: 2780.981689
	Iteration 37Q: 3 clusters Score -1371439 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1371448.625000 Penalty: 2780.981689
	Iteration 38Q: 3 clusters Score -1371449 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1371452.375000 Penalty: 2780.981689
	Iteration 39Q: 3 clusters Score -1371452 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1371455.125000 Penalty: 2780.981689
	Iteration 40F: 3 clusters Score -1371455 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1371459.625000 Penalty: 2780.981689
	Iteration 41Q: 3 clusters Score -1371460 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1371465.625000 Penalty: 2780.981689
	Iteration 42Q: 3 clusters Score -1371466 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1371468.750000 Penalty: 2780.981689
	Iteration 43Q: 3 clusters Score -1371469 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1371469.875000 Penalty: 2780.981689
	Iteration 44Q: 3 clusters Score -1371470 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1371473.625000 Penalty: 2780.981689
	Iteration 45Q: 3 clusters Score -1371474 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1371475.875000 Penalty: 2780.981689
	Iteration 46Q: 3 clusters Score -1371476 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1371474.500000 Penalty: 2780.981689
	Iteration 47Q: 3 clusters Score -1371474 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1371479.875000 Penalty: 2780.981689
	Iteration 48Q: 3 clusters Score -1371480 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1371479.250000 Penalty: 2780.981689
	Iteration 49Q: 3 clusters Score -1371479 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1371479.750000 Penalty: 2780.981689
	Iteration 50Q: 3 clusters Score -1371480 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1371485.125000 Penalty: 2780.981689
	Iteration 51Q: 3 clusters Score -1371485 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1371486.375000 Penalty: 2780.981689
	Iteration 52Q: 3 clusters Score -1371486 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1371488.500000 Penalty: 2780.981689
	Iteration 53Q: 3 clusters Score -1371488 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1371491.500000 Penalty: 2780.981689
	Iteration 54Q: 3 clusters Score -1371492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1371494.750000 Penalty: 2780.981689
	Iteration 55Q: 3 clusters Score -1371495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1371497.875000 Penalty: 2780.981689
	Iteration 56Q: 3 clusters Score -1371498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1371494.875000 Penalty: 2780.981689
	Iteration 57Q: 3 clusters Score -1371495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1371494.875000 Penalty: 2780.981689
	Iteration 58Q: 3 clusters Score -1371495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1371497.000000 Penalty: 2780.981689
	Iteration 59Q: 3 clusters Score -1371497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1371497.000000 Penalty: 2780.981689
	Iteration 60F: 3 clusters Score -1371497 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Entering Unmasked Estep 
Score: -47396.394531 Penalty: 960.533569
	Iteration 0F: 2 clusters Score -47396.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -46458.058594 Penalty: 1921.067139
	Iteration 0F: 3 clusters Score -46458.06 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -47068.671875 Penalty: 1921.067139
	Iteration 1F: 3 clusters Score -47068.67 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -47430.144531 Penalty: 1921.067139
	Iteration 2F: 3 clusters Score -47430.14 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -47630.609375 Penalty: 1921.067139
	Iteration 3F: 3 clusters Score -47630.61 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -47802.300781 Penalty: 1921.067139
	Iteration 4Q: 3 clusters Score -47802.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -47969.500000 Penalty: 1921.067139
	Iteration 5Q: 3 clusters Score -47969.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -48044.937500 Penalty: 1921.067139
	Iteration 6Q: 3 clusters Score -48044.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -48083.937500 Penalty: 1921.067139
	Iteration 7Q: 3 clusters Score -48083.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -48104.292969 Penalty: 1921.067139
	Iteration 8Q: 3 clusters Score -48104.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -48141.878906 Penalty: 1921.067139
	Iteration 9Q: 3 clusters Score -48141.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -48175.871094 Penalty: 1921.067139
	Iteration 10Q: 3 clusters Score -48175.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -48241.886719 Penalty: 1921.067139
	Iteration 11Q: 3 clusters Score -48241.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -48255.781250 Penalty: 1921.067139
	Iteration 12Q: 3 clusters Score -48255.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -48258.593750 Penalty: 1921.067139
	Iteration 13Q: 3 clusters Score -48258.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -48258.593750 Penalty: 1921.067139
	Iteration 14F: 3 clusters Score -48258.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 41943 members 
Mstep: Class 2 contains 17937 members 
Mstep: Class 3 contains 97148 members 
Mstep: Class 4 contains 26327 members 
Mstep: Class 5 contains 50759 members 
Mstep: Class 6 contains 6175 members 
Mstep: Class 7 contains 80891 members 
Mstep: Class 8 contains 22424 members 
Mstep: Class 9 contains 238 members 
Mstep: Class 10 contains 6308 members 
Mstep: Class 11 contains 40528 members 
Mstep: Class 12 contains 2203 members 
Mstep: Class 13 contains 5621 members 
Mstep: Class 14 contains 65259 members 
Mstep: Class 15 contains 11511 members 
Mstep: Class 16 contains 11737 members 
Mstep: Class 17 contains 3693 members 
Mstep: Class 18 contains 27854 members 
Mstep: Class 19 contains 9400 members 
Mstep: Class 20 contains 355 members 
Mstep: Class 21 contains 5888 members 
Mstep: Class 22 contains 14344 members 
Mstep: Class 23 contains 19427 members 
Mstep: Class 24 contains 3807 members 
Mstep: Class 25 contains 14213 members 
Mstep: Class 26 contains 6014 members 
Mstep: Class 27 contains 37104 members 
Mstep: Class 28 contains 11438 members 
Mstep: Class 29 contains 316 members 
Mstep: Class 30 contains 22195 members 
Mstep: Class 31 contains 911 members 
Mstep: Class 32 contains 1637 members 
Mstep: Class 33 contains 250 members 
Mstep: Class 34 contains 732 members 
Mstep: Class 35 contains 320 members 
Entering Unmasked Estep 
Score: -80949888.000000 Penalty: 69841.421875
Splitting cluster 29 changes total score from -80950080.000000 to -80949888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (22195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22195 members 
Entering Unmasked Estep 
Score: -2799174.750000 Penalty: 1489.134277
	Iteration 0F: 2 clusters Score -2799175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -2784816.750000 Penalty: 2978.268555
	Iteration 0F: 3 clusters Score -2784817 nChanged 9729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -2790059.250000 Penalty: 2978.268555
	Iteration 1F: 3 clusters Score -2790059 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -2790592.250000 Penalty: 2978.268555
	Iteration 2F: 3 clusters Score -2790592 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -2791194.250000 Penalty: 2978.268555
	Iteration 3F: 3 clusters Score -2791194 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -2791877.000000 Penalty: 2978.268555
	Iteration 4F: 3 clusters Score -2791877 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -2792753.750000 Penalty: 2978.268555
	Iteration 5F: 3 clusters Score -2792754 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -2793713.500000 Penalty: 2978.268555
	Iteration 6F: 3 clusters Score -2793714 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -2794717.500000 Penalty: 2978.268555
	Iteration 7F: 3 clusters Score -2794718 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -2795672.750000 Penalty: 2978.268555
	Iteration 8F: 3 clusters Score -2795673 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -2796391.750000 Penalty: 2978.268555
	Iteration 9Q: 3 clusters Score -2796392 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -2796917.000000 Penalty: 2978.268555
	Iteration 10Q: 3 clusters Score -2796917 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2797323.000000 Penalty: 2978.268555
	Iteration 11Q: 3 clusters Score -2797323 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2797686.750000 Penalty: 2978.268555
	Iteration 12Q: 3 clusters Score -2797687 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2798021.250000 Penalty: 2978.268555
	Iteration 13Q: 3 clusters Score -2798021 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2798348.750000 Penalty: 2978.268555
	Iteration 14Q: 3 clusters Score -2798349 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2798455.000000 Penalty: 2978.268555
	Iteration 15Q: 3 clusters Score -2798455 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -2798515.250000 Penalty: 2978.268555
	Iteration 16Q: 3 clusters Score -2798515 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2798578.000000 Penalty: 2978.268555
	Iteration 17Q: 3 clusters Score -2798578 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2798622.750000 Penalty: 2978.268555
	Iteration 18Q: 3 clusters Score -2798623 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -2798667.250000 Penalty: 2978.268555
	Iteration 19Q: 3 clusters Score -2798667 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -2798733.500000 Penalty: 2978.268555
	Iteration 20F: 3 clusters Score -2798734 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -2798808.500000 Penalty: 2978.268555
	Iteration 21Q: 3 clusters Score -2798808 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -2798905.500000 Penalty: 2978.268555
	Iteration 22Q: 3 clusters Score -2798906 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -2799050.250000 Penalty: 2978.268555
	Iteration 23Q: 3 clusters Score -2799050 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -2799246.250000 Penalty: 2978.268555
	Iteration 24Q: 3 clusters Score -2799246 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -2799494.000000 Penalty: 2978.268555
	Iteration 25Q: 3 clusters Score -2799494 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -2799956.500000 Penalty: 2978.268555
	Iteration 26Q: 3 clusters Score -2799956 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -2800849.750000 Penalty: 2978.268555
	Iteration 27Q: 3 clusters Score -2800850 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -2802389.750000 Penalty: 2978.268555
	Iteration 28Q: 3 clusters Score -2802390 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -2804805.750000 Penalty: 2978.268555
	Iteration 29Q: 3 clusters Score -2804806 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -2807064.500000 Penalty: 2978.268555
	Iteration 30Q: 3 clusters Score -2807064 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -2808204.250000 Penalty: 2978.268555
	Iteration 31Q: 3 clusters Score -2808204 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -2808491.000000 Penalty: 2978.268555
	Iteration 32Q: 3 clusters Score -2808491 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -2808560.250000 Penalty: 2978.268555
	Iteration 33Q: 3 clusters Score -2808560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -2808566.250000 Penalty: 2978.268555
	Iteration 34Q: 3 clusters Score -2808566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -2808568.500000 Penalty: 2978.268555
	Iteration 35Q: 3 clusters Score -2808568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -2808880.750000 Penalty: 2978.268555
	Iteration 36F: 3 clusters Score -2808881 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -2808950.500000 Penalty: 2978.268555
	Iteration 37Q: 3 clusters Score -2808950 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -2808960.500000 Penalty: 2978.268555
	Iteration 38Q: 3 clusters Score -2808960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -2808963.250000 Penalty: 2978.268555
	Iteration 39Q: 3 clusters Score -2808963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -2808962.250000 Penalty: 2978.268555
	Iteration 40F: 3 clusters Score -2808962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 41943 members 
Mstep: Class 2 contains 17937 members 
Mstep: Class 3 contains 97148 members 
Mstep: Class 4 contains 26327 members 
Mstep: Class 5 contains 50759 members 
Mstep: Class 6 contains 6175 members 
Mstep: Class 7 contains 80891 members 
Mstep: Class 8 contains 22424 members 
Mstep: Class 9 contains 238 members 
Mstep: Class 10 contains 6308 members 
Mstep: Class 11 contains 40528 members 
Mstep: Class 12 contains 2203 members 
Mstep: Class 13 contains 5621 members 
Mstep: Class 14 contains 65259 members 
Mstep: Class 15 contains 11511 members 
Mstep: Class 16 contains 11737 members 
Mstep: Class 17 contains 3693 members 
Mstep: Class 18 contains 27854 members 
Mstep: Class 19 contains 9400 members 
Mstep: Class 20 contains 355 members 
Mstep: Class 21 contains 5888 members 
Mstep: Class 22 contains 14344 members 
Mstep: Class 23 contains 19427 members 
Mstep: Class 24 contains 3807 members 
Mstep: Class 25 contains 14213 members 
Mstep: Class 26 contains 6014 members 
Mstep: Class 27 contains 37104 members 
Mstep: Class 28 contains 11438 members 
Mstep: Class 29 contains 636 members 
Mstep: Class 30 contains 16025 members 
Mstep: Class 31 contains 911 members 
Mstep: Class 32 contains 1637 members 
Mstep: Class 33 contains 250 members 
Mstep: Class 34 contains 732 members 
Mstep: Class 35 contains 6170 members 
Entering Unmasked Estep 
Score: -80958648.000000 Penalty: 69841.421875
Splitting cluster 30 changes total score from -80950080.000000 to -80958648.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 31 (911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Entering Unmasked Estep 
Score: -85850.718750 Penalty: 1014.003967
	Iteration 0F: 2 clusters Score -85850.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -84697.242188 Penalty: 2028.007935
	Iteration 0F: 3 clusters Score -84697.24 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -85100.453125 Penalty: 2028.007935
	Iteration 1F: 3 clusters Score -85100.45 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -85300.195312 Penalty: 2028.007935
	Iteration 2F: 3 clusters Score -85300.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -85528.101562 Penalty: 2028.007935
	Iteration 3F: 3 clusters Score -85528.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -85947.078125 Penalty: 2028.007935
	Iteration 4F: 3 clusters Score -85947.08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -86441.070312 Penalty: 2028.007935
	Iteration 5F: 3 clusters Score -86441.07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -86843.468750 Penalty: 2028.007935
	Iteration 6F: 3 clusters Score -86843.47 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -87488.156250 Penalty: 2028.007935
	Iteration 7F: 3 clusters Score -87488.16 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -88423.453125 Penalty: 2028.007935
	Iteration 8F: 3 clusters Score -88423.45 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -89210.367188 Penalty: 2028.007935
	Iteration 9F: 3 clusters Score -89210.37 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -89764.500000 Penalty: 2028.007935
	Iteration 10Q: 3 clusters Score -89764.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -90643.406250 Penalty: 2028.007935
	Iteration 11Q: 3 clusters Score -90643.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -90683.257812 Penalty: 2028.007935
	Iteration 12Q: 3 clusters Score -90683.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -90693.148438 Penalty: 2028.007935
	Iteration 13Q: 3 clusters Score -90693.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -90696.210938 Penalty: 2028.007935
	Iteration 14Q: 3 clusters Score -90696.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -90696.210938 Penalty: 2028.007935
	Iteration 15F: 3 clusters Score -90696.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 41943 members 
Mstep: Class 2 contains 17937 members 
Mstep: Class 3 contains 97148 members 
Mstep: Class 4 contains 26327 members 
Mstep: Class 5 contains 50759 members 
Mstep: Class 6 contains 6175 members 
Mstep: Class 7 contains 80891 members 
Mstep: Class 8 contains 22424 members 
Mstep: Class 9 contains 238 members 
Mstep: Class 10 contains 6308 members 
Mstep: Class 11 contains 40528 members 
Mstep: Class 12 contains 2203 members 
Mstep: Class 13 contains 5621 members 
Mstep: Class 14 contains 65259 members 
Mstep: Class 15 contains 11511 members 
Mstep: Class 16 contains 11737 members 
Mstep: Class 17 contains 3693 members 
Mstep: Class 18 contains 27854 members 
Mstep: Class 19 contains 9400 members 
Mstep: Class 20 contains 355 members 
Mstep: Class 21 contains 5888 members 
Mstep: Class 22 contains 14344 members 
Mstep: Class 23 contains 19427 members 
Mstep: Class 24 contains 3807 members 
Mstep: Class 25 contains 14213 members 
Mstep: Class 26 contains 6014 members 
Mstep: Class 27 contains 37104 members 
Mstep: Class 28 contains 11438 members 
Mstep: Class 29 contains 636 members 
Mstep: Class 30 contains 16025 members 
Mstep: Class 31 contains 545 members 
Mstep: Class 32 contains 1637 members 
Mstep: Class 33 contains 250 members 
Mstep: Class 34 contains 732 members 
Mstep: Class 35 contains 6170 members 
Mstep: Class 36 contains 366 members 
Entering Unmasked Estep 
Score: -80962512.000000 Penalty: 71836.898438
Splitting cluster 31 changes total score from -80950080.000000 to -80962512.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 32 (1637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Entering Unmasked Estep 
Score: -189187.468750 Penalty: 1101.212402
	Iteration 0F: 2 clusters Score -189187.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -187549.343750 Penalty: 2202.424805
	Iteration 0F: 3 clusters Score -187549.3 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -187927.000000 Penalty: 2202.424805
	Iteration 1F: 3 clusters Score -187927 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -188039.078125 Penalty: 2202.424805
	Iteration 2F: 3 clusters Score -188039.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -188108.609375 Penalty: 2202.424805
	Iteration 3Q: 3 clusters Score -188108.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -188155.234375 Penalty: 2202.424805
	Iteration 4Q: 3 clusters Score -188155.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -188186.734375 Penalty: 2202.424805
	Iteration 5Q: 3 clusters Score -188186.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -188212.921875 Penalty: 2202.424805
	Iteration 6Q: 3 clusters Score -188212.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -188236.921875 Penalty: 2202.424805
	Iteration 7Q: 3 clusters Score -188236.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -188251.250000 Penalty: 2202.424805
	Iteration 8Q: 3 clusters Score -188251.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -188268.734375 Penalty: 2202.424805
	Iteration 9Q: 3 clusters Score -188268.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -188279.937500 Penalty: 2202.424805
	Iteration 10Q: 3 clusters Score -188279.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -188291.000000 Penalty: 2202.424805
	Iteration 11Q: 3 clusters Score -188291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -188295.750000 Penalty: 2202.424805
	Iteration 12Q: 3 clusters Score -188295.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -188300.218750 Penalty: 2202.424805
	Iteration 13Q: 3 clusters Score -188300.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -188306.593750 Penalty: 2202.424805
	Iteration 14Q: 3 clusters Score -188306.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -188313.328125 Penalty: 2202.424805
	Iteration 15Q: 3 clusters Score -188313.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -188317.562500 Penalty: 2202.424805
	Iteration 16Q: 3 clusters Score -188317.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -188320.546875 Penalty: 2202.424805
	Iteration 17Q: 3 clusters Score -188320.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -188327.406250 Penalty: 2202.424805
	Iteration 18Q: 3 clusters Score -188327.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -188338.375000 Penalty: 2202.424805
	Iteration 19Q: 3 clusters Score -188338.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -188346.468750 Penalty: 2202.424805
	Iteration 20F: 3 clusters Score -188346.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -188354.390625 Penalty: 2202.424805
	Iteration 21Q: 3 clusters Score -188354.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -188357.671875 Penalty: 2202.424805
	Iteration 22Q: 3 clusters Score -188357.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -188358.515625 Penalty: 2202.424805
	Iteration 23Q: 3 clusters Score -188358.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -188358.515625 Penalty: 2202.424805
	Iteration 24F: 3 clusters Score -188358.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 41943 members 
Mstep: Class 2 contains 17937 members 
Mstep: Class 3 contains 97148 members 
Mstep: Class 4 contains 26327 members 
Mstep: Class 5 contains 50759 members 
Mstep: Class 6 contains 6175 members 
Mstep: Class 7 contains 80891 members 
Mstep: Class 8 contains 22424 members 
Mstep: Class 9 contains 238 members 
Mstep: Class 10 contains 6308 members 
Mstep: Class 11 contains 40528 members 
Mstep: Class 12 contains 2203 members 
Mstep: Class 13 contains 5621 members 
Mstep: Class 14 contains 65259 members 
Mstep: Class 15 contains 11511 members 
Mstep: Class 16 contains 11737 members 
Mstep: Class 17 contains 3693 members 
Mstep: Class 18 contains 27854 members 
Mstep: Class 19 contains 9400 members 
Mstep: Class 20 contains 355 members 
Mstep: Class 21 contains 5888 members 
Mstep: Class 22 contains 14344 members 
Mstep: Class 23 contains 19427 members 
Mstep: Class 24 contains 3807 members 
Mstep: Class 25 contains 14213 members 
Mstep: Class 26 contains 6014 members 
Mstep: Class 27 contains 37104 members 
Mstep: Class 28 contains 11438 members 
Mstep: Class 29 contains 636 members 
Mstep: Class 30 contains 16025 members 
Mstep: Class 31 contains 545 members 
Mstep: Class 32 contains 1637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80963888.000000 Penalty: 71836.898438
Iteration 119Q: 37 clusters Score -8.096389e+07 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 43426 members 
Mstep: Class 2 contains 17909 members 
Mstep: Class 3 contains 96641 members 
Mstep: Class 4 contains 26323 members 
Mstep: Class 5 contains 50806 members 
Mstep: Class 6 contains 6168 members 
Mstep: Class 7 contains 80392 members 
Mstep: Class 8 contains 22435 members 
Mstep: Class 9 contains 264 members 
Mstep: Class 10 contains 6309 members 
Mstep: Class 11 contains 40468 members 
Mstep: Class 12 contains 2207 members 
Mstep: Class 13 contains 5612 members 
Mstep: Class 14 contains 65457 members 
Mstep: Class 15 contains 11534 members 
Mstep: Class 16 contains 11756 members 
Mstep: Class 17 contains 3702 members 
Mstep: Class 18 contains 27772 members 
Mstep: Class 19 contains 9414 members 
Mstep: Class 20 contains 347 members 
Mstep: Class 21 contains 5847 members 
Mstep: Class 22 contains 14388 members 
Mstep: Class 23 contains 19422 members 
Mstep: Class 24 contains 3802 members 
Mstep: Class 25 contains 14244 members 
Mstep: Class 26 contains 6039 members 
Mstep: Class 27 contains 36627 members 
Mstep: Class 28 contains 11549 members 
Mstep: Class 29 contains 619 members 
Mstep: Class 30 contains 16004 members 
Mstep: Class 31 contains 570 members 
Mstep: Class 32 contains 1637 members 
Mstep: Class 33 contains 249 members 
Mstep: Class 34 contains 707 members 
Mstep: Class 35 contains 5895 members 
Mstep: Class 36 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80966016.000000 Penalty: 71836.898438
Iteration 120F: 37 clusters Score -8.096602e+07 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 44919 members 
Mstep: Class 2 contains 17867 members 
Mstep: Class 3 contains 96085 members 
Mstep: Class 4 contains 26328 members 
Mstep: Class 5 contains 50791 members 
Mstep: Class 6 contains 6153 members 
Mstep: Class 7 contains 79893 members 
Mstep: Class 8 contains 22439 members 
Mstep: Class 9 contains 272 members 
Mstep: Class 10 contains 6307 members 
Mstep: Class 11 contains 40415 members 
Mstep: Class 12 contains 2204 members 
Mstep: Class 13 contains 5610 members 
Mstep: Class 14 contains 65474 members 
Mstep: Class 15 contains 11302 members 
Mstep: Class 16 contains 11758 members 
Mstep: Class 17 contains 3709 members 
Mstep: Class 18 contains 27650 members 
Mstep: Class 19 contains 9429 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 21 contains 5814 members 
Mstep: Class 22 contains 14426 members 
Mstep: Class 23 contains 19407 members 
Mstep: Class 24 contains 3798 members 
Mstep: Class 25 contains 14247 members 
Mstep: Class 26 contains 6060 members 
Mstep: Class 27 contains 36147 members 
Mstep: Class 28 contains 11653 members 
Mstep: Class 29 contains 594 members 
Mstep: Class 30 contains 16022 members 
Mstep: Class 31 contains 591 members 
Mstep: Class 32 contains 1639 members 
Mstep: Class 33 contains 265 members 
Mstep: Class 34 contains 694 members 
Mstep: Class 35 contains 6212 members 
Mstep: Class 36 contains 397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80967416.000000 Penalty: 71836.898438
Iteration 121Q: 37 clusters Score -8.096742e+07 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 46320 members 
Mstep: Class 2 contains 17852 members 
Mstep: Class 3 contains 95523 members 
Mstep: Class 4 contains 26334 members 
Mstep: Class 5 contains 50777 members 
Mstep: Class 6 contains 6140 members 
Mstep: Class 7 contains 79462 members 
Mstep: Class 8 contains 22439 members 
Mstep: Class 9 contains 278 members 
Mstep: Class 10 contains 6310 members 
Mstep: Class 11 contains 40368 members 
Mstep: Class 12 contains 2210 members 
Mstep: Class 13 contains 5611 members 
Mstep: Class 14 contains 65492 members 
Mstep: Class 15 contains 11129 members 
Mstep: Class 16 contains 11768 members 
Mstep: Class 17 contains 3714 members 
Mstep: Class 18 contains 27581 members 
Mstep: Class 19 contains 9443 members 
Mstep: Class 20 contains 327 members 
Mstep: Class 21 contains 5785 members 
Mstep: Class 22 contains 14470 members 
Mstep: Class 23 contains 19399 members 
Mstep: Class 24 contains 3793 members 
Mstep: Class 25 contains 14251 members 
Mstep: Class 26 contains 6085 members 
Mstep: Class 27 contains 35699 members 
Mstep: Class 28 contains 11733 members 
Mstep: Class 29 contains 576 members 
Mstep: Class 30 contains 16040 members 
Mstep: Class 31 contains 605 members 
Mstep: Class 32 contains 1639 members 
Mstep: Class 33 contains 278 members 
Mstep: Class 34 contains 687 members 
Mstep: Class 35 contains 6390 members 
Mstep: Class 36 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80968648.000000 Penalty: 71836.898438
Iteration 122Q: 37 clusters Score -8.096865e+07 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 47664 members 
Mstep: Class 2 contains 17830 members 
Mstep: Class 3 contains 94916 members 
Mstep: Class 4 contains 26343 members 
Mstep: Class 5 contains 50774 members 
Mstep: Class 6 contains 6124 members 
Mstep: Class 7 contains 79123 members 
Mstep: Class 8 contains 22440 members 
Mstep: Class 9 contains 280 members 
Mstep: Class 10 contains 6310 members 
Mstep: Class 11 contains 40294 members 
Mstep: Class 12 contains 2222 members 
Mstep: Class 13 contains 5612 members 
Mstep: Class 14 contains 65506 members 
Mstep: Class 15 contains 10986 members 
Mstep: Class 16 contains 11771 members 
Mstep: Class 17 contains 3726 members 
Mstep: Class 18 contains 27562 members 
Mstep: Class 19 contains 9461 members 
Mstep: Class 20 contains 319 members 
Mstep: Class 21 contains 5756 members 
Mstep: Class 22 contains 14525 members 
Mstep: Class 23 contains 19397 members 
Mstep: Class 24 contains 3789 members 
Mstep: Class 25 contains 14255 members 
Mstep: Class 26 contains 6096 members 
Mstep: Class 27 contains 35267 members 
Mstep: Class 28 contains 11817 members 
Mstep: Class 29 contains 567 members 
Mstep: Class 30 contains 16048 members 
Mstep: Class 31 contains 614 members 
Mstep: Class 32 contains 1637 members 
Mstep: Class 33 contains 286 members 
Mstep: Class 34 contains 685 members 
Mstep: Class 35 contains 6506 members 
Mstep: Class 36 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80969304.000000 Penalty: 71836.898438
Iteration 123Q: 37 clusters Score -8.09693e+07 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 48981 members 
Mstep: Class 2 contains 17808 members 
Mstep: Class 3 contains 94364 members 
Mstep: Class 4 contains 26324 members 
Mstep: Class 5 contains 50777 members 
Mstep: Class 6 contains 6114 members 
Mstep: Class 7 contains 78772 members 
Mstep: Class 8 contains 22442 members 
Mstep: Class 9 contains 281 members 
Mstep: Class 10 contains 6315 members 
Mstep: Class 11 contains 40215 members 
Mstep: Class 12 contains 2227 members 
Mstep: Class 13 contains 5612 members 
Mstep: Class 14 contains 65514 members 
Mstep: Class 15 contains 10882 members 
Mstep: Class 16 contains 11775 members 
Mstep: Class 17 contains 3742 members 
Mstep: Class 18 contains 27560 members 
Mstep: Class 19 contains 9474 members 
Mstep: Class 20 contains 318 members 
Mstep: Class 21 contains 5721 members 
Mstep: Class 22 contains 14586 members 
Mstep: Class 23 contains 19394 members 
Mstep: Class 24 contains 3791 members 
Mstep: Class 25 contains 14258 members 
Mstep: Class 26 contains 6107 members 
Mstep: Class 27 contains 34830 members 
Mstep: Class 28 contains 11905 members 
Mstep: Class 29 contains 564 members 
Mstep: Class 30 contains 16049 members 
Mstep: Class 31 contains 621 members 
Mstep: Class 32 contains 1637 members 
Mstep: Class 33 contains 288 members 
Mstep: Class 34 contains 679 members 
Mstep: Class 35 contains 6581 members 
Mstep: Class 36 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80969624.000000 Penalty: 71836.898438
Iteration 124Q: 37 clusters Score -8.096962e+07 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 50257 members 
Mstep: Class 2 contains 17791 members 
Mstep: Class 3 contains 93824 members 
Mstep: Class 4 contains 26302 members 
Mstep: Class 5 contains 50774 members 
Mstep: Class 6 contains 6103 members 
Mstep: Class 7 contains 78454 members 
Mstep: Class 8 contains 22442 members 
Mstep: Class 9 contains 281 members 
Mstep: Class 10 contains 6319 members 
Mstep: Class 11 contains 40154 members 
Mstep: Class 12 contains 2233 members 
Mstep: Class 13 contains 5613 members 
Mstep: Class 14 contains 65518 members 
Mstep: Class 15 contains 10815 members 
Mstep: Class 16 contains 11779 members 
Mstep: Class 17 contains 3750 members 
Mstep: Class 18 contains 27556 members 
Mstep: Class 19 contains 9494 members 
Mstep: Class 20 contains 318 members 
Mstep: Class 21 contains 5697 members 
Mstep: Class 22 contains 14641 members 
Mstep: Class 23 contains 19394 members 
Mstep: Class 24 contains 3794 members 
Mstep: Class 25 contains 14258 members 
Mstep: Class 26 contains 6132 members 
Mstep: Class 27 contains 34368 members 
Mstep: Class 28 contains 11977 members 
Mstep: Class 29 contains 564 members 
Mstep: Class 30 contains 16054 members 
Mstep: Class 31 contains 632 members 
Mstep: Class 32 contains 1637 members 
Mstep: Class 33 contains 288 members 
Mstep: Class 34 contains 668 members 
Mstep: Class 35 contains 6627 members 
Mstep: Class 36 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80970328.000000 Penalty: 71836.898438
Iteration 125Q: 37 clusters Score -8.097033e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 51449 members 
Mstep: Class 2 contains 17768 members 
Mstep: Class 3 contains 93296 members 
Mstep: Class 4 contains 26306 members 
Mstep: Class 5 contains 50766 members 
Mstep: Class 6 contains 6099 members 
Mstep: Class 7 contains 78181 members 
Mstep: Class 8 contains 22443 members 
Mstep: Class 9 contains 281 members 
Mstep: Class 10 contains 6325 members 
Mstep: Class 11 contains 40104 members 
Mstep: Class 12 contains 2238 members 
Mstep: Class 13 contains 5613 members 
Mstep: Class 14 contains 65522 members 
Mstep: Class 15 contains 10756 members 
Mstep: Class 16 contains 11780 members 
Mstep: Class 17 contains 3758 members 
Mstep: Class 18 contains 27566 members 
Mstep: Class 19 contains 9507 members 
Mstep: Class 20 contains 318 members 
Mstep: Class 21 contains 5677 members 
Mstep: Class 22 contains 14681 members 
Mstep: Class 23 contains 19396 members 
Mstep: Class 24 contains 3791 members 
Mstep: Class 25 contains 14260 members 
Mstep: Class 26 contains 6155 members 
Mstep: Class 27 contains 33922 members 
Mstep: Class 28 contains 12039 members 
Mstep: Class 29 contains 564 members 
Mstep: Class 30 contains 16055 members 
Mstep: Class 31 contains 646 members 
Mstep: Class 32 contains 1636 members 
Mstep: Class 33 contains 288 members 
Mstep: Class 34 contains 654 members 
Mstep: Class 35 contains 6668 members 
Mstep: Class 36 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80970632.000000 Penalty: 71836.898438
Iteration 126Q: 37 clusters Score -8.097063e+07 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 52580 members 
Mstep: Class 2 contains 17755 members 
Mstep: Class 3 contains 92744 members 
Mstep: Class 4 contains 26319 members 
Mstep: Class 5 contains 50762 members 
Mstep: Class 6 contains 6094 members 
Mstep: Class 7 contains 77989 members 
Mstep: Class 8 contains 22444 members 
Mstep: Class 9 contains 281 members 
Mstep: Class 10 contains 6329 members 
Mstep: Class 11 contains 40044 members 
Mstep: Class 12 contains 2239 members 
Mstep: Class 13 contains 5614 members 
Mstep: Class 14 contains 65534 members 
Mstep: Class 15 contains 10706 members 
Mstep: Class 16 contains 11779 members 
Mstep: Class 17 contains 3765 members 
Mstep: Class 18 contains 27572 members 
Mstep: Class 19 contains 9518 members 
Mstep: Class 20 contains 318 members 
Mstep: Class 21 contains 5664 members 
Mstep: Class 22 contains 14719 members 
Mstep: Class 23 contains 19398 members 
Mstep: Class 24 contains 3794 members 
Mstep: Class 25 contains 14260 members 
Mstep: Class 26 contains 6169 members 
Mstep: Class 27 contains 33483 members 
Mstep: Class 28 contains 12088 members 
Mstep: Class 29 contains 564 members 
Mstep: Class 30 contains 16057 members 
Mstep: Class 31 contains 667 members 
Mstep: Class 32 contains 1635 members 
Mstep: Class 33 contains 288 members 
Mstep: Class 34 contains 633 members 
Mstep: Class 35 contains 6703 members 
Mstep: Class 36 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80970976.000000 Penalty: 71836.898438
Iteration 127Q: 37 clusters Score -8.097098e+07 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 53659 members 
Mstep: Class 2 contains 17744 members 
Mstep: Class 3 contains 92251 members 
Mstep: Class 4 contains 26318 members 
Mstep: Class 5 contains 50753 members 
Mstep: Class 6 contains 6080 members 
Mstep: Class 7 contains 77804 members 
Mstep: Class 8 contains 22447 members 
Mstep: Class 9 contains 281 members 
Mstep: Class 10 contains 6323 members 
Mstep: Class 11 contains 40000 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 5614 members 
Mstep: Class 14 contains 65539 members 
Mstep: Class 15 contains 10663 members 
Mstep: Class 16 contains 11777 members 
Mstep: Class 17 contains 3769 members 
Mstep: Class 18 contains 27583 members 
Mstep: Class 19 contains 9530 members 
Mstep: Class 20 contains 318 members 
Mstep: Class 21 contains 5650 members 
Mstep: Class 22 contains 14763 members 
Mstep: Class 23 contains 19401 members 
Mstep: Class 24 contains 3797 members 
Mstep: Class 25 contains 14259 members 
Mstep: Class 26 contains 6180 members 
Mstep: Class 27 contains 33055 members 
Mstep: Class 28 contains 12136 members 
Mstep: Class 29 contains 564 members 
Mstep: Class 30 contains 16058 members 
Mstep: Class 31 contains 684 members 
Mstep: Class 32 contains 1634 members 
Mstep: Class 33 contains 288 members 
Mstep: Class 34 contains 616 members 
Mstep: Class 35 contains 6734 members 
Mstep: Class 36 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80970968.000000 Penalty: 71836.898438
Iteration 128Q: 37 clusters Score -8.097097e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 54681 members 
Mstep: Class 2 contains 17737 members 
Mstep: Class 3 contains 91786 members 
Mstep: Class 4 contains 26329 members 
Mstep: Class 5 contains 50757 members 
Mstep: Class 6 contains 6073 members 
Mstep: Class 7 contains 77580 members 
Mstep: Class 8 contains 22446 members 
Mstep: Class 9 contains 281 members 
Mstep: Class 10 contains 6329 members 
Mstep: Class 11 contains 39933 members 
Mstep: Class 12 contains 2234 members 
Mstep: Class 13 contains 5614 members 
Mstep: Class 14 contains 65529 members 
Mstep: Class 15 contains 10632 members 
Mstep: Class 16 contains 11777 members 
Mstep: Class 17 contains 3772 members 
Mstep: Class 18 contains 27596 members 
Mstep: Class 19 contains 9543 members 
Mstep: Class 20 contains 318 members 
Mstep: Class 21 contains 5634 members 
Mstep: Class 22 contains 14812 members 
Mstep: Class 23 contains 19400 members 
Mstep: Class 24 contains 3801 members 
Mstep: Class 25 contains 14262 members 
Mstep: Class 26 contains 6194 members 
Mstep: Class 27 contains 32688 members 
Mstep: Class 28 contains 12172 members 
Mstep: Class 29 contains 564 members 
Mstep: Class 30 contains 16058 members 
Mstep: Class 31 contains 700 members 
Mstep: Class 32 contains 1633 members 
Mstep: Class 33 contains 288 members 
Mstep: Class 34 contains 600 members 
Mstep: Class 35 contains 6755 members 
Mstep: Class 36 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80971376.000000 Penalty: 71836.898438
Iteration 129Q: 37 clusters Score -8.097138e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 55638 members 
Mstep: Class 2 contains 17729 members 
Mstep: Class 3 contains 91408 members 
Mstep: Class 4 contains 26355 members 
Mstep: Class 5 contains 50758 members 
Mstep: Class 6 contains 6065 members 
Mstep: Class 7 contains 77308 members 
Mstep: Class 8 contains 22446 members 
Mstep: Class 9 contains 281 members 
Mstep: Class 10 contains 6332 members 
Mstep: Class 11 contains 39860 members 
Mstep: Class 12 contains 2235 members 
Mstep: Class 13 contains 5614 members 
Mstep: Class 14 contains 65530 members 
Mstep: Class 15 contains 10599 members 
Mstep: Class 16 contains 11776 members 
Mstep: Class 17 contains 3772 members 
Mstep: Class 18 contains 27616 members 
Mstep: Class 19 contains 9556 members 
Mstep: Class 20 contains 318 members 
Mstep: Class 21 contains 5629 members 
Mstep: Class 22 contains 14856 members 
Mstep: Class 23 contains 19402 members 
Mstep: Class 24 contains 3801 members 
Mstep: Class 25 contains 14263 members 
Mstep: Class 26 contains 6201 members 
Mstep: Class 27 contains 32347 members 
Mstep: Class 28 contains 12199 members 
Mstep: Class 29 contains 564 members 
Mstep: Class 30 contains 16055 members 
Mstep: Class 31 contains 711 members 
Mstep: Class 32 contains 1632 members 
Mstep: Class 33 contains 288 members 
Mstep: Class 34 contains 589 members 
Mstep: Class 35 contains 6775 members 
Mstep: Class 36 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80971704.000000 Penalty: 71836.898438
Iteration 130Q: 37 clusters Score -8.09717e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 56496 members 
Mstep: Class 2 contains 17719 members 
Mstep: Class 3 contains 90977 members 
Mstep: Class 4 contains 26397 members 
Mstep: Class 5 contains 50757 members 
Mstep: Class 6 contains 6056 members 
Mstep: Class 7 contains 77163 members 
Mstep: Class 8 contains 22446 members 
Mstep: Class 9 contains 281 members 
Mstep: Class 10 contains 6336 members 
Mstep: Class 11 contains 39819 members 
Mstep: Class 12 contains 2237 members 
Mstep: Class 13 contains 5614 members 
Mstep: Class 14 contains 65528 members 
Mstep: Class 15 contains 10572 members 
Mstep: Class 16 contains 11773 members 
Mstep: Class 17 contains 3773 members 
Mstep: Class 18 contains 27627 members 
Mstep: Class 19 contains 9568 members 
Mstep: Class 20 contains 318 members 
Mstep: Class 21 contains 5628 members 
Mstep: Class 22 contains 14887 members 
Mstep: Class 23 contains 19404 members 
Mstep: Class 24 contains 3800 members 
Mstep: Class 25 contains 14263 members 
Mstep: Class 26 contains 6202 members 
Mstep: Class 27 contains 32023 members 
Mstep: Class 28 contains 12220 members 
Mstep: Class 29 contains 564 members 
Mstep: Class 30 contains 16054 members 
Mstep: Class 31 contains 727 members 
Mstep: Class 32 contains 1630 members 
Mstep: Class 33 contains 288 members 
Mstep: Class 34 contains 573 members 
Mstep: Class 35 contains 6788 members 
Mstep: Class 36 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80971888.000000 Penalty: 71836.898438
Iteration 131Q: 37 clusters Score -8.097189e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 57281 members 
Mstep: Class 2 contains 17706 members 
Mstep: Class 3 contains 90633 members 
Mstep: Class 4 contains 26440 members 
Mstep: Class 5 contains 50752 members 
Mstep: Class 6 contains 6052 members 
Mstep: Class 7 contains 76993 members 
Mstep: Class 8 contains 22446 members 
Mstep: Class 9 contains 281 members 
Mstep: Class 10 contains 6337 members 
Mstep: Class 11 contains 39771 members 
Mstep: Class 12 contains 2240 members 
Mstep: Class 13 contains 5615 members 
Mstep: Class 14 contains 65532 members 
Mstep: Class 15 contains 10540 members 
Mstep: Class 16 contains 11772 members 
Mstep: Class 17 contains 3775 members 
Mstep: Class 18 contains 27648 members 
Mstep: Class 19 contains 9573 members 
Mstep: Class 20 contains 318 members 
Mstep: Class 21 contains 5625 members 
Mstep: Class 22 contains 14920 members 
Mstep: Class 23 contains 19405 members 
Mstep: Class 24 contains 3801 members 
Mstep: Class 25 contains 14265 members 
Mstep: Class 26 contains 6202 members 
Mstep: Class 27 contains 31703 members 
Mstep: Class 28 contains 12247 members 
Mstep: Class 29 contains 564 members 
Mstep: Class 30 contains 16054 members 
Mstep: Class 31 contains 734 members 
Mstep: Class 32 contains 1629 members 
Mstep: Class 33 contains 288 members 
Mstep: Class 34 contains 566 members 
Mstep: Class 35 contains 6800 members 
Mstep: Class 36 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80972272.000000 Penalty: 71836.898438
Iteration 132Q: 37 clusters Score -8.097227e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 57997 members 
Mstep: Class 2 contains 17690 members 
Mstep: Class 3 contains 90291 members 
Mstep: Class 4 contains 26502 members 
Mstep: Class 5 contains 50753 members 
Mstep: Class 6 contains 6040 members 
Mstep: Class 7 contains 76877 members 
Mstep: Class 8 contains 22446 members 
Mstep: Class 9 contains 281 members 
Mstep: Class 10 contains 6339 members 
Mstep: Class 11 contains 39722 members 
Mstep: Class 12 contains 2240 members 
Mstep: Class 13 contains 5615 members 
Mstep: Class 14 contains 65527 members 
Mstep: Class 15 contains 10523 members 
Mstep: Class 16 contains 11774 members 
Mstep: Class 17 contains 3779 members 
Mstep: Class 18 contains 27666 members 
Mstep: Class 19 contains 9580 members 
Mstep: Class 20 contains 318 members 
Mstep: Class 21 contains 5622 members 
Mstep: Class 22 contains 14948 members 
Mstep: Class 23 contains 19405 members 
Mstep: Class 24 contains 3803 members 
Mstep: Class 25 contains 14263 members 
Mstep: Class 26 contains 6202 members 
Mstep: Class 27 contains 31385 members 
Mstep: Class 28 contains 12275 members 
Mstep: Class 29 contains 564 members 
Mstep: Class 30 contains 16054 members 
Mstep: Class 31 contains 738 members 
Mstep: Class 32 contains 1628 members 
Mstep: Class 33 contains 288 members 
Mstep: Class 34 contains 562 members 
Mstep: Class 35 contains 6811 members 
Mstep: Class 36 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80972432.000000 Penalty: 71836.898438
Iteration 133Q: 37 clusters Score -8.097243e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 58746 members 
Mstep: Class 2 contains 17680 members 
Mstep: Class 3 contains 89931 members 
Mstep: Class 4 contains 26543 members 
Mstep: Class 5 contains 50756 members 
Mstep: Class 6 contains 6039 members 
Mstep: Class 7 contains 76796 members 
Mstep: Class 8 contains 22446 members 
Mstep: Class 9 contains 281 members 
Mstep: Class 10 contains 6343 members 
Mstep: Class 11 contains 39643 members 
Mstep: Class 12 contains 2239 members 
Mstep: Class 13 contains 5615 members 
Mstep: Class 14 contains 65524 members 
Mstep: Class 15 contains 10511 members 
Mstep: Class 16 contains 11772 members 
Mstep: Class 17 contains 3783 members 
Mstep: Class 18 contains 27679 members 
Mstep: Class 19 contains 9579 members 
Mstep: Class 20 contains 318 members 
Mstep: Class 21 contains 5619 members 
Mstep: Class 22 contains 14983 members 
Mstep: Class 23 contains 19405 members 
Mstep: Class 24 contains 3802 members 
Mstep: Class 25 contains 14267 members 
Mstep: Class 26 contains 6198 members 
Mstep: Class 27 contains 31072 members 
Mstep: Class 28 contains 12289 members 
Mstep: Class 29 contains 564 members 
Mstep: Class 30 contains 16055 members 
Mstep: Class 31 contains 742 members 
Mstep: Class 32 contains 1627 members 
Mstep: Class 33 contains 288 members 
Mstep: Class 34 contains 558 members 
Mstep: Class 35 contains 6815 members 
Mstep: Class 36 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80972608.000000 Penalty: 71836.898438
Iteration 134Q: 37 clusters Score -8.097261e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 59458 members 
Mstep: Class 2 contains 17672 members 
Mstep: Class 3 contains 89578 members 
Mstep: Class 4 contains 26614 members 
Mstep: Class 5 contains 50753 members 
Mstep: Class 6 contains 6028 members 
Mstep: Class 7 contains 76699 members 
Mstep: Class 8 contains 22447 members 
Mstep: Class 9 contains 281 members 
Mstep: Class 10 contains 6341 members 
Mstep: Class 11 contains 39573 members 
Mstep: Class 12 contains 2241 members 
Mstep: Class 13 contains 5615 members 
Mstep: Class 14 contains 65518 members 
Mstep: Class 15 contains 10503 members 
Mstep: Class 16 contains 11771 members 
Mstep: Class 17 contains 3786 members 
Mstep: Class 18 contains 27700 members 
Mstep: Class 19 contains 9578 members 
Mstep: Class 20 contains 318 members 
Mstep: Class 21 contains 5614 members 
Mstep: Class 22 contains 15007 members 
Mstep: Class 23 contains 19406 members 
Mstep: Class 24 contains 3799 members 
Mstep: Class 25 contains 14276 members 
Mstep: Class 26 contains 6197 members 
Mstep: Class 27 contains 30780 members 
Mstep: Class 28 contains 12303 members 
Mstep: Class 29 contains 564 members 
Mstep: Class 30 contains 16055 members 
Mstep: Class 31 contains 743 members 
Mstep: Class 32 contains 1628 members 
Mstep: Class 33 contains 288 members 
Mstep: Class 34 contains 557 members 
Mstep: Class 35 contains 6817 members 
Mstep: Class 36 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80972832.000000 Penalty: 71836.898438
Iteration 135Q: 37 clusters Score -8.097283e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60119 members 
Mstep: Class 2 contains 17667 members 
Mstep: Class 3 contains 89216 members 
Mstep: Class 4 contains 26685 members 
Mstep: Class 5 contains 50757 members 
Mstep: Class 6 contains 6019 members 
Mstep: Class 7 contains 76602 members 
Mstep: Class 8 contains 22447 members 
Mstep: Class 9 contains 281 members 
Mstep: Class 10 contains 6344 members 
Mstep: Class 11 contains 39548 members 
Mstep: Class 12 contains 2239 members 
Mstep: Class 13 contains 5616 members 
Mstep: Class 14 contains 65514 members 
Mstep: Class 15 contains 10495 members 
Mstep: Class 16 contains 11769 members 
Mstep: Class 17 contains 3792 members 
Mstep: Class 18 contains 27708 members 
Mstep: Class 19 contains 9587 members 
Mstep: Class 20 contains 318 members 
Mstep: Class 21 contains 5607 members 
Mstep: Class 22 contains 15031 members 
Mstep: Class 23 contains 19406 members 
Mstep: Class 24 contains 3800 members 
Mstep: Class 25 contains 14279 members 
Mstep: Class 26 contains 6194 members 
Mstep: Class 27 contains 30495 members 
Mstep: Class 28 contains 12319 members 
Mstep: Class 29 contains 564 members 
Mstep: Class 30 contains 16055 members 
Mstep: Class 31 contains 743 members 
Mstep: Class 32 contains 1629 members 
Mstep: Class 33 contains 288 members 
Mstep: Class 34 contains 557 members 
Mstep: Class 35 contains 6818 members 
Mstep: Class 36 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80973264.000000 Penalty: 71836.898438
Iteration 136Q: 37 clusters Score -8.097326e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60725 members 
Mstep: Class 2 contains 17662 members 
Mstep: Class 3 contains 88889 members 
Mstep: Class 4 contains 26771 members 
Mstep: Class 5 contains 50750 members 
Mstep: Class 6 contains 6009 members 
Mstep: Class 7 contains 76523 members 
Mstep: Class 8 contains 22447 members 
Mstep: Class 9 contains 281 members 
Mstep: Class 10 contains 6347 members 
Mstep: Class 11 contains 39514 members 
Mstep: Class 12 contains 2241 members 
Mstep: Class 13 contains 5615 members 
Mstep: Class 14 contains 65510 members 
Mstep: Class 15 contains 10484 members 
Mstep: Class 16 contains 11770 members 
Mstep: Class 17 contains 3798 members 
Mstep: Class 18 contains 27722 members 
Mstep: Class 19 contains 9599 members 
Mstep: Class 20 contains 318 members 
Mstep: Class 21 contains 5596 members 
Mstep: Class 22 contains 15058 members 
Mstep: Class 23 contains 19406 members 
Mstep: Class 24 contains 3802 members 
Mstep: Class 25 contains 14280 members 
Mstep: Class 26 contains 6194 members 
Mstep: Class 27 contains 30200 members 
Mstep: Class 28 contains 12338 members 
Mstep: Class 29 contains 564 members 
Mstep: Class 30 contains 16057 members 
Mstep: Class 31 contains 743 members 
Mstep: Class 32 contains 1630 members 
Mstep: Class 33 contains 288 members 
Mstep: Class 34 contains 557 members 
Mstep: Class 35 contains 6820 members 
Mstep: Class 36 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80973472.000000 Penalty: 71836.898438
Iteration 137Q: 37 clusters Score -8.097347e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 61297 members 
Mstep: Class 2 contains 17656 members 
Mstep: Class 3 contains 88600 members 
Mstep: Class 4 contains 26845 members 
Mstep: Class 5 contains 50745 members 
Mstep: Class 6 contains 6001 members 
Mstep: Class 7 contains 76419 members 
Mstep: Class 8 contains 22446 members 
Mstep: Class 9 contains 281 members 
Mstep: Class 10 contains 6344 members 
Mstep: Class 11 contains 39480 members 
Mstep: Class 12 contains 2240 members 
Mstep: Class 13 contains 5612 members 
Mstep: Class 14 contains 65512 members 
Mstep: Class 15 contains 10477 members 
Mstep: Class 16 contains 11769 members 
Mstep: Class 17 contains 3799 members 
Mstep: Class 18 contains 27743 members 
Mstep: Class 19 contains 9606 members 
Mstep: Class 20 contains 318 members 
Mstep: Class 21 contains 5591 members 
Mstep: Class 22 contains 15082 members 
Mstep: Class 23 contains 19406 members 
Mstep: Class 24 contains 3800 members 
Mstep: Class 25 contains 14282 members 
Mstep: Class 26 contains 6208 members 
Mstep: Class 27 contains 29934 members 
Mstep: Class 28 contains 12359 members 
Mstep: Class 29 contains 564 members 
Mstep: Class 30 contains 16055 members 
Mstep: Class 31 contains 743 members 
Mstep: Class 32 contains 1629 members 
Mstep: Class 33 contains 288 members 
Mstep: Class 34 contains 557 members 
Mstep: Class 35 contains 6820 members 
Mstep: Class 36 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80973784.000000 Penalty: 71836.898438
Iteration 138Q: 37 clusters Score -8.097378e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 61805 members 
Mstep: Class 2 contains 17652 members 
Mstep: Class 3 contains 88297 members 
Mstep: Class 4 contains 26935 members 
Mstep: Class 5 contains 50741 members 
Mstep: Class 6 contains 5988 members 
Mstep: Class 7 contains 76365 members 
Mstep: Class 8 contains 22445 members 
Mstep: Class 9 contains 281 members 
Mstep: Class 10 contains 6344 members 
Mstep: Class 11 contains 39447 members 
Mstep: Class 12 contains 2242 members 
Mstep: Class 13 contains 5610 members 
Mstep: Class 14 contains 65512 members 
Mstep: Class 15 contains 10471 members 
Mstep: Class 16 contains 11770 members 
Mstep: Class 17 contains 3803 members 
Mstep: Class 18 contains 27758 members 
Mstep: Class 19 contains 9616 members 
Mstep: Class 20 contains 318 members 
Mstep: Class 21 contains 5586 members 
Mstep: Class 22 contains 15104 members 
Mstep: Class 23 contains 19408 members 
Mstep: Class 24 contains 3801 members 
Mstep: Class 25 contains 14282 members 
Mstep: Class 26 contains 6211 members 
Mstep: Class 27 contains 29689 members 
Mstep: Class 28 contains 12370 members 
Mstep: Class 29 contains 564 members 
Mstep: Class 30 contains 16056 members 
Mstep: Class 31 contains 743 members 
Mstep: Class 32 contains 1628 members 
Mstep: Class 33 contains 288 members 
Mstep: Class 34 contains 557 members 
Mstep: Class 35 contains 6821 members 
Mstep: Class 36 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80973848.000000 Penalty: 71836.898438
Iteration 139Q: 37 clusters Score -8.097385e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62270 members 
Mstep: Class 2 contains 17649 members 
Mstep: Class 3 contains 87984 members 
Mstep: Class 4 contains 27039 members 
Mstep: Class 5 contains 50738 members 
Mstep: Class 6 contains 5983 members 
Mstep: Class 7 contains 76370 members 
Mstep: Class 8 contains 22444 members 
Mstep: Class 9 contains 281 members 
Mstep: Class 10 contains 6347 members 
Mstep: Class 11 contains 39413 members 
Mstep: Class 12 contains 2241 members 
Mstep: Class 13 contains 5609 members 
Mstep: Class 14 contains 65507 members 
Mstep: Class 15 contains 10464 members 
Mstep: Class 16 contains 11770 members 
Mstep: Class 17 contains 3806 members 
Mstep: Class 18 contains 27778 members 
Mstep: Class 19 contains 9623 members 
Mstep: Class 20 contains 318 members 
Mstep: Class 21 contains 5581 members 
Mstep: Class 22 contains 15122 members 
Mstep: Class 23 contains 19410 members 
Mstep: Class 24 contains 3801 members 
Mstep: Class 25 contains 14283 members 
Mstep: Class 26 contains 6215 members 
Mstep: Class 27 contains 29424 members 
Mstep: Class 28 contains 12374 members 
Mstep: Class 29 contains 564 members 
Mstep: Class 30 contains 16059 members 
Mstep: Class 31 contains 743 members 
Mstep: Class 32 contains 1628 members 
Mstep: Class 33 contains 288 members 
Mstep: Class 34 contains 557 members 
Mstep: Class 35 contains 6825 members 
Mstep: Class 36 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80974224.000000 Penalty: 71836.898438
Iteration 140F: 37 clusters Score -8.097422e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62666 members 
Mstep: Class 2 contains 17641 members 
Mstep: Class 3 contains 87690 members 
Mstep: Class 4 contains 27125 members 
Mstep: Class 5 contains 50727 members 
Mstep: Class 6 contains 5975 members 
Mstep: Class 7 contains 76404 members 
Mstep: Class 8 contains 22444 members 
Mstep: Class 9 contains 281 members 
Mstep: Class 10 contains 6346 members 
Mstep: Class 11 contains 39385 members 
Mstep: Class 12 contains 2238 members 
Mstep: Class 13 contains 5608 members 
Mstep: Class 14 contains 65502 members 
Mstep: Class 15 contains 10464 members 
Mstep: Class 16 contains 11769 members 
Mstep: Class 17 contains 3809 members 
Mstep: Class 18 contains 27799 members 
Mstep: Class 19 contains 9628 members 
Mstep: Class 20 contains 318 members 
Mstep: Class 21 contains 5583 members 
Mstep: Class 22 contains 15137 members 
Mstep: Class 23 contains 19409 members 
Mstep: Class 24 contains 3801 members 
Mstep: Class 25 contains 14282 members 
Mstep: Class 26 contains 6214 members 
Mstep: Class 27 contains 29206 members 
Mstep: Class 28 contains 12384 members 
Mstep: Class 29 contains 564 members 
Mstep: Class 30 contains 16064 members 
Mstep: Class 31 contains 757 members 
Mstep: Class 32 contains 1628 members 
Mstep: Class 33 contains 288 members 
Mstep: Class 34 contains 543 members 
Mstep: Class 35 contains 6829 members 
Mstep: Class 36 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80974264.000000 Penalty: 71836.898438
Iteration 141Q: 37 clusters Score -8.097426e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 63054 members 
Mstep: Class 2 contains 17640 members 
Mstep: Class 3 contains 87420 members 
Mstep: Class 4 contains 27197 members 
Mstep: Class 5 contains 50724 members 
Mstep: Class 6 contains 5965 members 
Mstep: Class 7 contains 76424 members 
Mstep: Class 8 contains 22444 members 
Mstep: Class 9 contains 281 members 
Mstep: Class 10 contains 6345 members 
Mstep: Class 11 contains 39358 members 
Mstep: Class 12 contains 2243 members 
Mstep: Class 13 contains 5609 members 
Mstep: Class 14 contains 65495 members 
Mstep: Class 15 contains 10461 members 
Mstep: Class 16 contains 11769 members 
Mstep: Class 17 contains 3812 members 
Mstep: Class 18 contains 27809 members 
Mstep: Class 19 contains 9632 members 
Mstep: Class 20 contains 319 members 
Mstep: Class 21 contains 5578 members 
Mstep: Class 22 contains 15155 members 
Mstep: Class 23 contains 19409 members 
Mstep: Class 24 contains 3800 members 
Mstep: Class 25 contains 14284 members 
Mstep: Class 26 contains 6220 members 
Mstep: Class 27 contains 28995 members 
Mstep: Class 28 contains 12394 members 
Mstep: Class 29 contains 564 members 
Mstep: Class 30 contains 16064 members 
Mstep: Class 31 contains 766 members 
Mstep: Class 32 contains 1628 members 
Mstep: Class 33 contains 288 members 
Mstep: Class 34 contains 533 members 
Mstep: Class 35 contains 6829 members 
Mstep: Class 36 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80974512.000000 Penalty: 71836.898438
Iteration 142Q: 37 clusters Score -8.097451e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 63412 members 
Mstep: Class 2 contains 17640 members 
Mstep: Class 3 contains 87180 members 
Mstep: Class 4 contains 27269 members 
Mstep: Class 5 contains 50716 members 
Mstep: Class 6 contains 5957 members 
Mstep: Class 7 contains 76412 members 
Mstep: Class 8 contains 22444 members 
Mstep: Class 9 contains 281 members 
Mstep: Class 10 contains 6346 members 
Mstep: Class 11 contains 39349 members 
Mstep: Class 12 contains 2243 members 
Mstep: Class 13 contains 5608 members 
Mstep: Class 14 contains 65489 members 
Mstep: Class 15 contains 10459 members 
Mstep: Class 16 contains 11769 members 
Mstep: Class 17 contains 3814 members 
Mstep: Class 18 contains 27820 members 
Mstep: Class 19 contains 9639 members 
Mstep: Class 20 contains 319 members 
Mstep: Class 21 contains 5576 members 
Mstep: Class 22 contains 15167 members 
Mstep: Class 23 contains 19409 members 
Mstep: Class 24 contains 3799 members 
Mstep: Class 25 contains 14288 members 
Mstep: Class 26 contains 6226 members 
Mstep: Class 27 contains 28807 members 
Mstep: Class 28 contains 12399 members 
Mstep: Class 29 contains 564 members 
Mstep: Class 30 contains 16063 members 
Mstep: Class 31 contains 778 members 
Mstep: Class 32 contains 1628 members 
Mstep: Class 33 contains 288 members 
Mstep: Class 34 contains 521 members 
Mstep: Class 35 contains 6829 members 
Mstep: Class 36 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80974792.000000 Penalty: 71836.898438
Iteration 143Q: 37 clusters Score -8.097479e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 63763 members 
Mstep: Class 2 contains 17635 members 
Mstep: Class 3 contains 86934 members 
Mstep: Class 4 contains 27361 members 
Mstep: Class 5 contains 50712 members 
Mstep: Class 6 contains 5950 members 
Mstep: Class 7 contains 76397 members 
Mstep: Class 8 contains 22445 members 
Mstep: Class 9 contains 281 members 
Mstep: Class 10 contains 6348 members 
Mstep: Class 11 contains 39309 members 
Mstep: Class 12 contains 2246 members 
Mstep: Class 13 contains 5608 members 
Mstep: Class 14 contains 65485 members 
Mstep: Class 15 contains 10458 members 
Mstep: Class 16 contains 11769 members 
Mstep: Class 17 contains 3817 members 
Mstep: Class 18 contains 27829 members 
Mstep: Class 19 contains 9649 members 
Mstep: Class 20 contains 320 members 
Mstep: Class 21 contains 5572 members 
Mstep: Class 22 contains 15186 members 
Mstep: Class 23 contains 19408 members 
Mstep: Class 24 contains 3797 members 
Mstep: Class 25 contains 14289 members 
Mstep: Class 26 contains 6222 members 
Mstep: Class 27 contains 28639 members 
Mstep: Class 28 contains 12410 members 
Mstep: Class 29 contains 564 members 
Mstep: Class 30 contains 16062 members 
Mstep: Class 31 contains 784 members 
Mstep: Class 32 contains 1628 members 
Mstep: Class 33 contains 288 members 
Mstep: Class 34 contains 514 members 
Mstep: Class 35 contains 6829 members 
Mstep: Class 36 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80974944.000000 Penalty: 71836.898438
Iteration 144Q: 37 clusters Score -8.097494e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 64108 members 
Mstep: Class 2 contains 17632 members 
Mstep: Class 3 contains 86710 members 
Mstep: Class 4 contains 27450 members 
Mstep: Class 5 contains 50702 members 
Mstep: Class 6 contains 5946 members 
Mstep: Class 7 contains 76374 members 
Mstep: Class 8 contains 22446 members 
Mstep: Class 9 contains 281 members 
Mstep: Class 10 contains 6348 members 
Mstep: Class 11 contains 39289 members 
Mstep: Class 12 contains 2249 members 
Mstep: Class 13 contains 5609 members 
Mstep: Class 14 contains 65478 members 
Mstep: Class 15 contains 10458 members 
Mstep: Class 16 contains 11768 members 
Mstep: Class 17 contains 3817 members 
Mstep: Class 18 contains 27838 members 
Mstep: Class 19 contains 9661 members 
Mstep: Class 20 contains 320 members 
Mstep: Class 21 contains 5571 members 
Mstep: Class 22 contains 15196 members 
Mstep: Class 23 contains 19408 members 
Mstep: Class 24 contains 3799 members 
Mstep: Class 25 contains 14289 members 
Mstep: Class 26 contains 6227 members 
Mstep: Class 27 contains 28452 members 
Mstep: Class 28 contains 12414 members 
Mstep: Class 29 contains 564 members 
Mstep: Class 30 contains 16060 members 
Mstep: Class 31 contains 789 members 
Mstep: Class 32 contains 1629 members 
Mstep: Class 33 contains 288 members 
Mstep: Class 34 contains 509 members 
Mstep: Class 35 contains 6829 members 
Mstep: Class 36 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80975080.000000 Penalty: 71836.898438
Iteration 145Q: 37 clusters Score -8.097508e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 64462 members 
Mstep: Class 2 contains 17625 members 
Mstep: Class 3 contains 86505 members 
Mstep: Class 4 contains 27531 members 
Mstep: Class 5 contains 50702 members 
Mstep: Class 6 contains 5941 members 
Mstep: Class 7 contains 76353 members 
Mstep: Class 8 contains 22446 members 
Mstep: Class 9 contains 281 members 
Mstep: Class 10 contains 6347 members 
Mstep: Class 11 contains 39263 members 
Mstep: Class 12 contains 2249 members 
Mstep: Class 13 contains 5609 members 
Mstep: Class 14 contains 65476 members 
Mstep: Class 15 contains 10458 members 
Mstep: Class 16 contains 11765 members 
Mstep: Class 17 contains 3820 members 
Mstep: Class 18 contains 27841 members 
Mstep: Class 19 contains 9670 members 
Mstep: Class 20 contains 320 members 
Mstep: Class 21 contains 5573 members 
Mstep: Class 22 contains 15205 members 
Mstep: Class 23 contains 19407 members 
Mstep: Class 24 contains 3799 members 
Mstep: Class 25 contains 14289 members 
Mstep: Class 26 contains 6227 members 
Mstep: Class 27 contains 28252 members 
Mstep: Class 28 contains 12425 members 
Mstep: Class 29 contains 564 members 
Mstep: Class 30 contains 16059 members 
Mstep: Class 31 contains 798 members 
Mstep: Class 32 contains 1628 members 
Mstep: Class 33 contains 288 members 
Mstep: Class 34 contains 500 members 
Mstep: Class 35 contains 6830 members 
Mstep: Class 36 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80975080.000000 Penalty: 71836.898438
Iteration 146Q: 37 clusters Score -8.097508e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 64790 members 
Mstep: Class 2 contains 17619 members 
Mstep: Class 3 contains 86312 members 
Mstep: Class 4 contains 27602 members 
Mstep: Class 5 contains 50700 members 
Mstep: Class 6 contains 5933 members 
Mstep: Class 7 contains 76347 members 
Mstep: Class 8 contains 22446 members 
Mstep: Class 9 contains 281 members 
Mstep: Class 10 contains 6344 members 
Mstep: Class 11 contains 39245 members 
Mstep: Class 12 contains 2250 members 
Mstep: Class 13 contains 5609 members 
Mstep: Class 14 contains 65471 members 
Mstep: Class 15 contains 10459 members 
Mstep: Class 16 contains 11765 members 
Mstep: Class 17 contains 3823 members 
Mstep: Class 18 contains 27848 members 
Mstep: Class 19 contains 9676 members 
Mstep: Class 20 contains 320 members 
Mstep: Class 21 contains 5567 members 
Mstep: Class 22 contains 15212 members 
Mstep: Class 23 contains 19407 members 
Mstep: Class 24 contains 3795 members 
Mstep: Class 25 contains 14288 members 
Mstep: Class 26 contains 6225 members 
Mstep: Class 27 contains 28065 members 
Mstep: Class 28 contains 12441 members 
Mstep: Class 29 contains 564 members 
Mstep: Class 30 contains 16059 members 
Mstep: Class 31 contains 799 members 
Mstep: Class 32 contains 1628 members 
Mstep: Class 33 contains 289 members 
Mstep: Class 34 contains 498 members 
Mstep: Class 35 contains 6831 members 
Mstep: Class 36 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80975336.000000 Penalty: 71836.898438
Iteration 147Q: 37 clusters Score -8.097534e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 65092 members 
Mstep: Class 2 contains 17615 members 
Mstep: Class 3 contains 86103 members 
Mstep: Class 4 contains 27675 members 
Mstep: Class 5 contains 50696 members 
Mstep: Class 6 contains 5926 members 
Mstep: Class 7 contains 76359 members 
Mstep: Class 8 contains 22447 members 
Mstep: Class 9 contains 281 members 
Mstep: Class 10 contains 6343 members 
Mstep: Class 11 contains 39222 members 
Mstep: Class 12 contains 2251 members 
Mstep: Class 13 contains 5608 members 
Mstep: Class 14 contains 65468 members 
Mstep: Class 15 contains 10462 members 
Mstep: Class 16 contains 11767 members 
Mstep: Class 17 contains 3825 members 
Mstep: Class 18 contains 27855 members 
Mstep: Class 19 contains 9679 members 
Mstep: Class 20 contains 320 members 
Mstep: Class 21 contains 5563 members 
Mstep: Class 22 contains 15216 members 
Mstep: Class 23 contains 19409 members 
Mstep: Class 24 contains 3790 members 
Mstep: Class 25 contains 14287 members 
Mstep: Class 26 contains 6231 members 
Mstep: Class 27 contains 27894 members 
Mstep: Class 28 contains 12455 members 
Mstep: Class 29 contains 564 members 
Mstep: Class 30 contains 16060 members 
Mstep: Class 31 contains 807 members 
Mstep: Class 32 contains 1628 members 
Mstep: Class 33 contains 289 members 
Mstep: Class 34 contains 490 members 
Mstep: Class 35 contains 6831 members 
Mstep: Class 36 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80975416.000000 Penalty: 71836.898438
Iteration 148Q: 37 clusters Score -8.097542e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 65383 members 
Mstep: Class 2 contains 17609 members 
Mstep: Class 3 contains 85892 members 
Mstep: Class 4 contains 27750 members 
Mstep: Class 5 contains 50695 members 
Mstep: Class 6 contains 5921 members 
Mstep: Class 7 contains 76376 members 
Mstep: Class 8 contains 22447 members 
Mstep: Class 9 contains 281 members 
Mstep: Class 10 contains 6341 members 
Mstep: Class 11 contains 39213 members 
Mstep: Class 12 contains 2251 members 
Mstep: Class 13 contains 5609 members 
Mstep: Class 14 contains 65462 members 
Mstep: Class 15 contains 10463 members 
Mstep: Class 16 contains 11767 members 
Mstep: Class 17 contains 3826 members 
Mstep: Class 18 contains 27862 members 
Mstep: Class 19 contains 9688 members 
Mstep: Class 20 contains 322 members 
Mstep: Class 21 contains 5563 members 
Mstep: Class 22 contains 15225 members 
Mstep: Class 23 contains 19412 members 
Mstep: Class 24 contains 3790 members 
Mstep: Class 25 contains 14289 members 
Mstep: Class 26 contains 6231 members 
Mstep: Class 27 contains 27704 members 
Mstep: Class 28 contains 12468 members 
Mstep: Class 29 contains 564 members 
Mstep: Class 30 contains 16061 members 
Mstep: Class 31 contains 810 members 
Mstep: Class 32 contains 1628 members 
Mstep: Class 33 contains 289 members 
Mstep: Class 34 contains 485 members 
Mstep: Class 35 contains 6831 members 
Mstep: Class 36 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80975648.000000 Penalty: 71836.898438
Iteration 149Q: 37 clusters Score -8.097565e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 65695 members 
Mstep: Class 2 contains 17603 members 
Mstep: Class 3 contains 85725 members 
Mstep: Class 4 contains 27806 members 
Mstep: Class 5 contains 50688 members 
Mstep: Class 6 contains 5918 members 
Mstep: Class 7 contains 76355 members 
Mstep: Class 8 contains 22447 members 
Mstep: Class 9 contains 281 members 
Mstep: Class 10 contains 6341 members 
Mstep: Class 11 contains 39213 members 
Mstep: Class 12 contains 2251 members 
Mstep: Class 13 contains 5611 members 
Mstep: Class 14 contains 65451 members 
Mstep: Class 15 contains 10467 members 
Mstep: Class 16 contains 11766 members 
Mstep: Class 17 contains 3828 members 
Mstep: Class 18 contains 27875 members 
Mstep: Class 19 contains 9695 members 
Mstep: Class 20 contains 323 members 
Mstep: Class 21 contains 5560 members 
Mstep: Class 22 contains 15232 members 
Mstep: Class 23 contains 19411 members 
Mstep: Class 24 contains 3788 members 
Mstep: Class 25 contains 14290 members 
Mstep: Class 26 contains 6230 members 
Mstep: Class 27 contains 27507 members 
Mstep: Class 28 contains 12483 members 
Mstep: Class 29 contains 564 members 
Mstep: Class 30 contains 16061 members 
Mstep: Class 31 contains 813 members 
Mstep: Class 32 contains 1628 members 
Mstep: Class 33 contains 290 members 
Mstep: Class 34 contains 480 members 
Mstep: Class 35 contains 6832 members 
Mstep: Class 36 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80975896.000000 Penalty: 71836.898438
Iteration 150Q: 37 clusters Score -8.09759e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 65976 members 
Mstep: Class 2 contains 17602 members 
Mstep: Class 3 contains 85543 members 
Mstep: Class 4 contains 27880 members 
Mstep: Class 5 contains 50691 members 
Mstep: Class 6 contains 5916 members 
Mstep: Class 7 contains 76343 members 
Mstep: Class 8 contains 22448 members 
Mstep: Class 9 contains 281 members 
Mstep: Class 10 contains 6342 members 
Mstep: Class 11 contains 39213 members 
Mstep: Class 12 contains 2249 members 
Mstep: Class 13 contains 5613 members 
Mstep: Class 14 contains 65446 members 
Mstep: Class 15 contains 10463 members 
Mstep: Class 16 contains 11767 members 
Mstep: Class 17 contains 3827 members 
Mstep: Class 18 contains 27886 members 
Mstep: Class 19 contains 9699 members 
Mstep: Class 20 contains 324 members 
Mstep: Class 21 contains 5556 members 
Mstep: Class 22 contains 15239 members 
Mstep: Class 23 contains 19410 members 
Mstep: Class 24 contains 3788 members 
Mstep: Class 25 contains 14292 members 
Mstep: Class 26 contains 6236 members 
Mstep: Class 27 contains 27311 members 
Mstep: Class 28 contains 12501 members 
Mstep: Class 29 contains 564 members 
Mstep: Class 30 contains 16060 members 
Mstep: Class 31 contains 817 members 
Mstep: Class 32 contains 1628 members 
Mstep: Class 33 contains 290 members 
Mstep: Class 34 contains 475 members 
Mstep: Class 35 contains 6832 members 
Mstep: Class 36 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80976272.000000 Penalty: 71836.898438
Iteration 151Q: 37 clusters Score -8.097627e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 66236 members 
Mstep: Class 2 contains 17602 members 
Mstep: Class 3 contains 85414 members 
Mstep: Class 4 contains 27951 members 
Mstep: Class 5 contains 50688 members 
Mstep: Class 6 contains 5909 members 
Mstep: Class 7 contains 76321 members 
Mstep: Class 8 contains 22447 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 6343 members 
Mstep: Class 11 contains 39195 members 
Mstep: Class 12 contains 2249 members 
Mstep: Class 13 contains 5615 members 
Mstep: Class 14 contains 65442 members 
Mstep: Class 15 contains 10460 members 
Mstep: Class 16 contains 11768 members 
Mstep: Class 17 contains 3827 members 
Mstep: Class 18 contains 27897 members 
Mstep: Class 19 contains 9702 members 
Mstep: Class 20 contains 326 members 
Mstep: Class 21 contains 5552 members 
Mstep: Class 22 contains 15245 members 
Mstep: Class 23 contains 19408 members 
Mstep: Class 24 contains 3786 members 
Mstep: Class 25 contains 14294 members 
Mstep: Class 26 contains 6243 members 
Mstep: Class 27 contains 27123 members 
Mstep: Class 28 contains 12519 members 
Mstep: Class 29 contains 564 members 
Mstep: Class 30 contains 16060 members 
Mstep: Class 31 contains 817 members 
Mstep: Class 32 contains 1628 members 
Mstep: Class 33 contains 290 members 
Mstep: Class 34 contains 472 members 
Mstep: Class 35 contains 6833 members 
Mstep: Class 36 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80976432.000000 Penalty: 71836.898438
Iteration 152Q: 37 clusters Score -8.097643e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 66468 members 
Mstep: Class 2 contains 17606 members 
Mstep: Class 3 contains 85273 members 
Mstep: Class 4 contains 28046 members 
Mstep: Class 5 contains 50685 members 
Mstep: Class 6 contains 5901 members 
Mstep: Class 7 contains 76329 members 
Mstep: Class 8 contains 22445 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 6342 members 
Mstep: Class 11 contains 39179 members 
Mstep: Class 12 contains 2249 members 
Mstep: Class 13 contains 5617 members 
Mstep: Class 14 contains 65444 members 
Mstep: Class 15 contains 10458 members 
Mstep: Class 16 contains 11766 members 
Mstep: Class 17 contains 3828 members 
Mstep: Class 18 contains 27901 members 
Mstep: Class 19 contains 9701 members 
Mstep: Class 20 contains 326 members 
Mstep: Class 21 contains 5544 members 
Mstep: Class 22 contains 15249 members 
Mstep: Class 23 contains 19408 members 
Mstep: Class 24 contains 3786 members 
Mstep: Class 25 contains 14297 members 
Mstep: Class 26 contains 6244 members 
Mstep: Class 27 contains 26936 members 
Mstep: Class 28 contains 12532 members 
Mstep: Class 29 contains 564 members 
Mstep: Class 30 contains 16061 members 
Mstep: Class 31 contains 817 members 
Mstep: Class 32 contains 1628 members 
Mstep: Class 33 contains 290 members 
Mstep: Class 34 contains 472 members 
Mstep: Class 35 contains 6834 members 
Mstep: Class 36 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80976432.000000 Penalty: 71836.898438
Iteration 153Q: 37 clusters Score -8.097643e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 66695 members 
Mstep: Class 2 contains 17603 members 
Mstep: Class 3 contains 85164 members 
Mstep: Class 4 contains 28145 members 
Mstep: Class 5 contains 50686 members 
Mstep: Class 6 contains 5897 members 
Mstep: Class 7 contains 76312 members 
Mstep: Class 8 contains 22445 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 6341 members 
Mstep: Class 11 contains 39160 members 
Mstep: Class 12 contains 2248 members 
Mstep: Class 13 contains 5616 members 
Mstep: Class 14 contains 65445 members 
Mstep: Class 15 contains 10455 members 
Mstep: Class 16 contains 11764 members 
Mstep: Class 17 contains 3829 members 
Mstep: Class 18 contains 27911 members 
Mstep: Class 19 contains 9701 members 
Mstep: Class 20 contains 326 members 
Mstep: Class 21 contains 5536 members 
Mstep: Class 22 contains 15255 members 
Mstep: Class 23 contains 19411 members 
Mstep: Class 24 contains 3783 members 
Mstep: Class 25 contains 14298 members 
Mstep: Class 26 contains 6244 members 
Mstep: Class 27 contains 26746 members 
Mstep: Class 28 contains 12542 members 
Mstep: Class 29 contains 564 members 
Mstep: Class 30 contains 16061 members 
Mstep: Class 31 contains 817 members 
Mstep: Class 32 contains 1628 members 
Mstep: Class 33 contains 290 members 
Mstep: Class 34 contains 472 members 
Mstep: Class 35 contains 6836 members 
Mstep: Class 36 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80976608.000000 Penalty: 71836.898438
Iteration 154Q: 37 clusters Score -8.097661e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 66901 members 
Mstep: Class 2 contains 17600 members 
Mstep: Class 3 contains 85053 members 
Mstep: Class 4 contains 28228 members 
Mstep: Class 5 contains 50679 members 
Mstep: Class 6 contains 5894 members 
Mstep: Class 7 contains 76294 members 
Mstep: Class 8 contains 22445 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 6342 members 
Mstep: Class 11 contains 39143 members 
Mstep: Class 12 contains 2246 members 
Mstep: Class 13 contains 5617 members 
Mstep: Class 14 contains 65445 members 
Mstep: Class 15 contains 10454 members 
Mstep: Class 16 contains 11763 members 
Mstep: Class 17 contains 3832 members 
Mstep: Class 18 contains 27916 members 
Mstep: Class 19 contains 9699 members 
Mstep: Class 20 contains 326 members 
Mstep: Class 21 contains 5526 members 
Mstep: Class 22 contains 15262 members 
Mstep: Class 23 contains 19409 members 
Mstep: Class 24 contains 3783 members 
Mstep: Class 25 contains 14297 members 
Mstep: Class 26 contains 6242 members 
Mstep: Class 27 contains 26606 members 
Mstep: Class 28 contains 12554 members 
Mstep: Class 29 contains 564 members 
Mstep: Class 30 contains 16062 members 
Mstep: Class 31 contains 817 members 
Mstep: Class 32 contains 1628 members 
Mstep: Class 33 contains 290 members 
Mstep: Class 34 contains 472 members 
Mstep: Class 35 contains 6837 members 
Mstep: Class 36 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80976560.000000 Penalty: 71836.898438
Iteration 155Q: 37 clusters Score -8.097656e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 67087 members 
Mstep: Class 2 contains 17599 members 
Mstep: Class 3 contains 84926 members 
Mstep: Class 4 contains 28329 members 
Mstep: Class 5 contains 50675 members 
Mstep: Class 6 contains 5890 members 
Mstep: Class 7 contains 76309 members 
Mstep: Class 8 contains 22445 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 6342 members 
Mstep: Class 11 contains 39123 members 
Mstep: Class 12 contains 2246 members 
Mstep: Class 13 contains 5618 members 
Mstep: Class 14 contains 65447 members 
Mstep: Class 15 contains 10451 members 
Mstep: Class 16 contains 11763 members 
Mstep: Class 17 contains 3832 members 
Mstep: Class 18 contains 27918 members 
Mstep: Class 19 contains 9699 members 
Mstep: Class 20 contains 326 members 
Mstep: Class 21 contains 5523 members 
Mstep: Class 22 contains 15266 members 
Mstep: Class 23 contains 19409 members 
Mstep: Class 24 contains 3783 members 
Mstep: Class 25 contains 14299 members 
Mstep: Class 26 contains 6241 members 
Mstep: Class 27 contains 26449 members 
Mstep: Class 28 contains 12562 members 
Mstep: Class 29 contains 564 members 
Mstep: Class 30 contains 16061 members 
Mstep: Class 31 contains 817 members 
Mstep: Class 32 contains 1628 members 
Mstep: Class 33 contains 290 members 
Mstep: Class 34 contains 472 members 
Mstep: Class 35 contains 6837 members 
Mstep: Class 36 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80976480.000000 Penalty: 71836.898438
Iteration 156Q: 37 clusters Score -8.097648e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 67276 members 
Mstep: Class 2 contains 17596 members 
Mstep: Class 3 contains 84804 members 
Mstep: Class 4 contains 28424 members 
Mstep: Class 5 contains 50671 members 
Mstep: Class 6 contains 5885 members 
Mstep: Class 7 contains 76306 members 
Mstep: Class 8 contains 22446 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 6344 members 
Mstep: Class 11 contains 39117 members 
Mstep: Class 12 contains 2245 members 
Mstep: Class 13 contains 5616 members 
Mstep: Class 14 contains 65445 members 
Mstep: Class 15 contains 10446 members 
Mstep: Class 16 contains 11763 members 
Mstep: Class 17 contains 3834 members 
Mstep: Class 18 contains 27924 members 
Mstep: Class 19 contains 9704 members 
Mstep: Class 20 contains 326 members 
Mstep: Class 21 contains 5519 members 
Mstep: Class 22 contains 15271 members 
Mstep: Class 23 contains 19408 members 
Mstep: Class 24 contains 3780 members 
Mstep: Class 25 contains 14301 members 
Mstep: Class 26 contains 6238 members 
Mstep: Class 27 contains 26296 members 
Mstep: Class 28 contains 12573 members 
Mstep: Class 29 contains 564 members 
Mstep: Class 30 contains 16061 members 
Mstep: Class 31 contains 817 members 
Mstep: Class 32 contains 1628 members 
Mstep: Class 33 contains 290 members 
Mstep: Class 34 contains 472 members 
Mstep: Class 35 contains 6836 members 
Mstep: Class 36 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80976520.000000 Penalty: 71836.898438
Iteration 157Q: 37 clusters Score -8.097652e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 67464 members 
Mstep: Class 2 contains 17595 members 
Mstep: Class 3 contains 84692 members 
Mstep: Class 4 contains 28506 members 
Mstep: Class 5 contains 50670 members 
Mstep: Class 6 contains 5881 members 
Mstep: Class 7 contains 76297 members 
Mstep: Class 8 contains 22447 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 6347 members 
Mstep: Class 11 contains 39106 members 
Mstep: Class 12 contains 2245 members 
Mstep: Class 13 contains 5618 members 
Mstep: Class 14 contains 65433 members 
Mstep: Class 15 contains 10444 members 
Mstep: Class 16 contains 11763 members 
Mstep: Class 17 contains 3835 members 
Mstep: Class 18 contains 27936 members 
Mstep: Class 19 contains 9709 members 
Mstep: Class 20 contains 326 members 
Mstep: Class 21 contains 5510 members 
Mstep: Class 22 contains 15277 members 
Mstep: Class 23 contains 19408 members 
Mstep: Class 24 contains 3779 members 
Mstep: Class 25 contains 14300 members 
Mstep: Class 26 contains 6234 members 
Mstep: Class 27 contains 26145 members 
Mstep: Class 28 contains 12590 members 
Mstep: Class 29 contains 564 members 
Mstep: Class 30 contains 16061 members 
Mstep: Class 31 contains 817 members 
Mstep: Class 32 contains 1627 members 
Mstep: Class 33 contains 290 members 
Mstep: Class 34 contains 472 members 
Mstep: Class 35 contains 6838 members 
Mstep: Class 36 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80976664.000000 Penalty: 71836.898438
Iteration 158Q: 37 clusters Score -8.097666e+07 nChanged 722
Entering ConstructFrom: 
Score: -80976664.000000 Penalty: 71836.898438
Entering ConstructFrom: 
Trying to split cluster 1 (67637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67637 members 
Entering Unmasked Estep 
Score: -8506412.000000 Penalty: 1654.940308
	Iteration 0F: 2 clusters Score -8506412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33792 members 
Mstep: Class 2 contains 33845 members 
Entering Unmasked Estep 
Score: -8464868.000000 Penalty: 3309.880615
	Iteration 0F: 3 clusters Score -8464868 nChanged 31346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34082 members 
Mstep: Class 2 contains 33555 members 
Entering Unmasked Estep 
Score: -8483007.000000 Penalty: 3309.880615
	Iteration 1F: 3 clusters Score -8483007 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34550 members 
Mstep: Class 2 contains 33087 members 
Entering Unmasked Estep 
Score: -8484313.000000 Penalty: 3309.880615
	Iteration 2Q: 3 clusters Score -8484313 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35452 members 
Mstep: Class 2 contains 32185 members 
Entering Unmasked Estep 
Score: -8486431.000000 Penalty: 3309.880615
	Iteration 3F: 3 clusters Score -8486431 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36909 members 
Mstep: Class 2 contains 30728 members 
Entering Unmasked Estep 
Score: -8489462.000000 Penalty: 3309.880615
	Iteration 4F: 3 clusters Score -8489462 nChanged 5016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38867 members 
Mstep: Class 2 contains 28770 members 
Entering Unmasked Estep 
Score: -8492921.000000 Penalty: 3309.880615
	Iteration 5F: 3 clusters Score -8492921 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40951 members 
Mstep: Class 2 contains 26686 members 
Entering Unmasked Estep 
Score: -8496317.000000 Penalty: 3309.880615
	Iteration 6F: 3 clusters Score -8496317 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42910 members 
Mstep: Class 2 contains 24727 members 
Entering Unmasked Estep 
Score: -8499141.000000 Penalty: 3309.880615
	Iteration 7F: 3 clusters Score -8499141 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44663 members 
Mstep: Class 2 contains 22974 members 
Entering Unmasked Estep 
Score: -8501793.000000 Penalty: 3309.880615
	Iteration 8F: 3 clusters Score -8501793 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46236 members 
Mstep: Class 2 contains 21401 members 
Entering Unmasked Estep 
Score: -8504230.000000 Penalty: 3309.880615
	Iteration 9Q: 3 clusters Score -8504230 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47440 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -8505680.000000 Penalty: 3309.880615
	Iteration 10Q: 3 clusters Score -8505680 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48249 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -8506234.000000 Penalty: 3309.880615
	Iteration 11Q: 3 clusters Score -8506234 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48865 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -8506406.000000 Penalty: 3309.880615
	Iteration 12Q: 3 clusters Score -8506406 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49356 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -8506489.000000 Penalty: 3309.880615
	Iteration 13Q: 3 clusters Score -8506489 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49752 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -8506527.000000 Penalty: 3309.880615
	Iteration 14Q: 3 clusters Score -8506527 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50141 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -8506559.000000 Penalty: 3309.880615
	Iteration 15Q: 3 clusters Score -8506559 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50525 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -8506579.000000 Penalty: 3309.880615
	Iteration 16Q: 3 clusters Score -8506579 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50920 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -8506587.000000 Penalty: 3309.880615
	Iteration 17Q: 3 clusters Score -8506587 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51318 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -8506571.000000 Penalty: 3309.880615
	Iteration 18Q: 3 clusters Score -8506571 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51651 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -8506574.000000 Penalty: 3309.880615
	Iteration 19Q: 3 clusters Score -8506574 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52013 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -8506579.000000 Penalty: 3309.880615
	Iteration 20F: 3 clusters Score -8506579 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52364 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -8506567.000000 Penalty: 3309.880615
	Iteration 21Q: 3 clusters Score -8506567 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52720 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -8506535.000000 Penalty: 3309.880615
	Iteration 22Q: 3 clusters Score -8506535 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53032 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -8506541.000000 Penalty: 3309.880615
	Iteration 23Q: 3 clusters Score -8506541 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53341 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -8506589.000000 Penalty: 3309.880615
	Iteration 24Q: 3 clusters Score -8506589 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53643 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -8506618.000000 Penalty: 3309.880615
	Iteration 25Q: 3 clusters Score -8506618 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53940 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -8506610.000000 Penalty: 3309.880615
	Iteration 26Q: 3 clusters Score -8506610 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54212 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -8506618.000000 Penalty: 3309.880615
	Iteration 27Q: 3 clusters Score -8506618 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54444 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -8506601.000000 Penalty: 3309.880615
	Iteration 28Q: 3 clusters Score -8506601 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54673 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -8506613.000000 Penalty: 3309.880615
	Iteration 29Q: 3 clusters Score -8506613 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54874 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -8506609.000000 Penalty: 3309.880615
	Iteration 30Q: 3 clusters Score -8506609 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55068 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -8506620.000000 Penalty: 3309.880615
	Iteration 31Q: 3 clusters Score -8506620 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55231 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -8506615.000000 Penalty: 3309.880615
	Iteration 32Q: 3 clusters Score -8506615 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55381 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -8506604.000000 Penalty: 3309.880615
	Iteration 33Q: 3 clusters Score -8506604 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55549 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -8506599.000000 Penalty: 3309.880615
	Iteration 34Q: 3 clusters Score -8506599 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55729 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -8506617.000000 Penalty: 3309.880615
	Iteration 35Q: 3 clusters Score -8506617 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55925 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -8506603.000000 Penalty: 3309.880615
	Iteration 36Q: 3 clusters Score -8506603 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56122 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -8506599.000000 Penalty: 3309.880615
	Iteration 37Q: 3 clusters Score -8506599 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56299 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -8506574.000000 Penalty: 3309.880615
	Iteration 38Q: 3 clusters Score -8506574 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56468 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -8506583.000000 Penalty: 3309.880615
	Iteration 39Q: 3 clusters Score -8506583 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56614 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -8506592.000000 Penalty: 3309.880615
	Iteration 40F: 3 clusters Score -8506592 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56745 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8506588 nChanged 126
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56871 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8506568 nChanged 122
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56993 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8506557 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57094 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8506574 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57187 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8506541 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57284 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8506557 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57380 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -8506563.000000 Penalty: 3309.880615
	Iteration 47Q: 3 clusters Score -8506563 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57477 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8506555 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57558 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8506555 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57621 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -8506546.000000 Penalty: 3309.880615
	Iteration 50Q: 3 clusters Score -8506546 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 57684 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -8506559.000000 Penalty: 3309.880615
	Iteration 51Q: 3 clusters Score -8506559 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57754 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -8506551.000000 Penalty: 3309.880615
	Iteration 52Q: 3 clusters Score -8506551 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57829 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8506555 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57913 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -8506575.000000 Penalty: 3309.880615
	Iteration 54Q: 3 clusters Score -8506575 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57989 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -8506593.000000 Penalty: 3309.880615
	Iteration 55Q: 3 clusters Score -8506593 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58058 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -8506588.000000 Penalty: 3309.880615
	Iteration 56Q: 3 clusters Score -8506588 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58128 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -8506592.000000 Penalty: 3309.880615
	Iteration 57Q: 3 clusters Score -8506592 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58202 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -8506603.000000 Penalty: 3309.880615
	Iteration 58Q: 3 clusters Score -8506603 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58270 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -8506583.000000 Penalty: 3309.880615
	Iteration 59Q: 3 clusters Score -8506583 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58339 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -8506593.000000 Penalty: 3309.880615
	Iteration 60F: 3 clusters Score -8506593 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58397 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -8506579.000000 Penalty: 3309.880615
	Iteration 61Q: 3 clusters Score -8506579 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58450 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -8506585.000000 Penalty: 3309.880615
	Iteration 62Q: 3 clusters Score -8506585 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58491 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -8506589.000000 Penalty: 3309.880615
	Iteration 63Q: 3 clusters Score -8506589 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58538 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -8506584.000000 Penalty: 3309.880615
	Iteration 64Q: 3 clusters Score -8506584 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58601 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -8506576.000000 Penalty: 3309.880615
	Iteration 65Q: 3 clusters Score -8506576 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58667 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -8506604.000000 Penalty: 3309.880615
	Iteration 66Q: 3 clusters Score -8506604 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58729 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8506585 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58796 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -8506591.000000 Penalty: 3309.880615
	Iteration 68Q: 3 clusters Score -8506591 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58878 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8506594 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58956 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8506584 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59019 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8506591 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59077 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8506597 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59132 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8506590 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59176 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -8506586.000000 Penalty: 3309.880615
	Iteration 74Q: 3 clusters Score -8506586 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59218 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8506590 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59264 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -8506619.000000 Penalty: 3309.880615
	Iteration 76Q: 3 clusters Score -8506619 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59319 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -8506598.000000 Penalty: 3309.880615
	Iteration 77Q: 3 clusters Score -8506598 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59361 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -8506610.000000 Penalty: 3309.880615
	Iteration 78Q: 3 clusters Score -8506610 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59407 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -8506596.000000 Penalty: 3309.880615
	Iteration 79Q: 3 clusters Score -8506596 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59453 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -8506591.000000 Penalty: 3309.880615
	Iteration 80F: 3 clusters Score -8506591 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59487 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -8506595.000000 Penalty: 3309.880615
	Iteration 81Q: 3 clusters Score -8506595 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59515 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -8506616.000000 Penalty: 3309.880615
	Iteration 82Q: 3 clusters Score -8506616 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59546 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -8506626.000000 Penalty: 3309.880615
	Iteration 83Q: 3 clusters Score -8506626 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59589 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -8506621.000000 Penalty: 3309.880615
	Iteration 84Q: 3 clusters Score -8506621 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59626 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -8506625.000000 Penalty: 3309.880615
	Iteration 85Q: 3 clusters Score -8506625 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59657 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -8506608.000000 Penalty: 3309.880615
	Iteration 86Q: 3 clusters Score -8506608 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59688 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -8506614.000000 Penalty: 3309.880615
	Iteration 87Q: 3 clusters Score -8506614 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59717 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8506615 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59754 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -8506624.000000 Penalty: 3309.880615
	Iteration 89Q: 3 clusters Score -8506624 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59790 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -8506632.000000 Penalty: 3309.880615
	Iteration 90Q: 3 clusters Score -8506632 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59813 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -8506644.000000 Penalty: 3309.880615
	Iteration 91Q: 3 clusters Score -8506644 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59831 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -8506631.000000 Penalty: 3309.880615
	Iteration 92Q: 3 clusters Score -8506631 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59849 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -8506630.000000 Penalty: 3309.880615
	Iteration 93Q: 3 clusters Score -8506630 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59864 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -8506616.000000 Penalty: 3309.880615
	Iteration 94Q: 3 clusters Score -8506616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59873 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -8506623.000000 Penalty: 3309.880615
	Iteration 95Q: 3 clusters Score -8506623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59881 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -8506623.000000 Penalty: 3309.880615
	Iteration 96Q: 3 clusters Score -8506623 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59891 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -8506615.000000 Penalty: 3309.880615
	Iteration 97Q: 3 clusters Score -8506615 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59904 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8506616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59913 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -8506613.000000 Penalty: 3309.880615
	Iteration 99Q: 3 clusters Score -8506613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59920 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8506615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59924 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -8506611.000000 Penalty: 3309.880615
	Iteration 101Q: 3 clusters Score -8506611 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59931 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -8506613.000000 Penalty: 3309.880615
	Iteration 102Q: 3 clusters Score -8506613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59934 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -8506611.000000 Penalty: 3309.880615
	Iteration 103Q: 3 clusters Score -8506611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59935 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -8506618.000000 Penalty: 3309.880615
	Iteration 104Q: 3 clusters Score -8506618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59936 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -8506613.000000 Penalty: 3309.880615
	Iteration 105Q: 3 clusters Score -8506613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59939 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -8506610.000000 Penalty: 3309.880615
	Iteration 106Q: 3 clusters Score -8506610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59942 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -8506613.000000 Penalty: 3309.880615
	Iteration 107Q: 3 clusters Score -8506613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59944 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -8506611.000000 Penalty: 3309.880615
	Iteration 108Q: 3 clusters Score -8506611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59947 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -8506618.000000 Penalty: 3309.880615
	Iteration 109Q: 3 clusters Score -8506618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59958 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -8506621.000000 Penalty: 3309.880615
	Iteration 110Q: 3 clusters Score -8506621 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59966 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -8506615.000000 Penalty: 3309.880615
	Iteration 111Q: 3 clusters Score -8506615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59973 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -8506607.000000 Penalty: 3309.880615
	Iteration 112Q: 3 clusters Score -8506607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59980 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -8506623.000000 Penalty: 3309.880615
	Iteration 113Q: 3 clusters Score -8506623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59987 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -8506623.000000 Penalty: 3309.880615
	Iteration 114Q: 3 clusters Score -8506623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59994 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -8506625.000000 Penalty: 3309.880615
	Iteration 115Q: 3 clusters Score -8506625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59999 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -8506623.000000 Penalty: 3309.880615
	Iteration 116Q: 3 clusters Score -8506623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60002 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -8506629.000000 Penalty: 3309.880615
	Iteration 117Q: 3 clusters Score -8506629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60004 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -8506626.000000 Penalty: 3309.880615
	Iteration 118Q: 3 clusters Score -8506626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60005 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -8506625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60005 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -8506625.000000 Penalty: 3309.880615
	Iteration 120F: 3 clusters Score -8506625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60005 members 
Mstep: Class 2 contains 17596 members 
Mstep: Class 3 contains 84572 members 
Mstep: Class 4 contains 28593 members 
Mstep: Class 5 contains 50667 members 
Mstep: Class 6 contains 5874 members 
Mstep: Class 7 contains 76312 members 
Mstep: Class 8 contains 22447 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 6346 members 
Mstep: Class 11 contains 39105 members 
Mstep: Class 12 contains 2243 members 
Mstep: Class 13 contains 5620 members 
Mstep: Class 14 contains 65434 members 
Mstep: Class 15 contains 10444 members 
Mstep: Class 16 contains 11764 members 
Mstep: Class 17 contains 3836 members 
Mstep: Class 18 contains 27943 members 
Mstep: Class 19 contains 9706 members 
Mstep: Class 20 contains 326 members 
Mstep: Class 21 contains 5503 members 
Mstep: Class 22 contains 15284 members 
Mstep: Class 23 contains 19409 members 
Mstep: Class 24 contains 3779 members 
Mstep: Class 25 contains 14300 members 
Mstep: Class 26 contains 6231 members 
Mstep: Class 27 contains 25981 members 
Mstep: Class 28 contains 12605 members 
Mstep: Class 29 contains 564 members 
Mstep: Class 30 contains 16061 members 
Mstep: Class 31 contains 817 members 
Mstep: Class 32 contains 1627 members 
Mstep: Class 33 contains 290 members 
Mstep: Class 34 contains 472 members 
Mstep: Class 35 contains 6838 members 
Mstep: Class 36 contains 399 members 
Mstep: Class 37 contains 7632 members 
Entering Unmasked Estep 
Score: -80976816.000000 Penalty: 73832.367188
Splitting cluster 1 changes total score from -80976664.000000 to -80976816.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 2 (17596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17596 members 
Entering Unmasked Estep 
Score: -2219414.750000 Penalty: 1454.583496
	Iteration 0F: 2 clusters Score -2219415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -2207685.250000 Penalty: 2909.166992
	Iteration 0F: 3 clusters Score -2207685 nChanged 7771
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -2211747.750000 Penalty: 2909.166992
	Iteration 1F: 3 clusters Score -2211748 nChanged 908
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -2212081.250000 Penalty: 2909.166992
	Iteration 2F: 3 clusters Score -2212081 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -2212338.000000 Penalty: 2909.166992
	Iteration 3Q: 3 clusters Score -2212338 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -2212562.750000 Penalty: 2909.166992
	Iteration 4Q: 3 clusters Score -2212563 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -2212751.750000 Penalty: 2909.166992
	Iteration 5Q: 3 clusters Score -2212752 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -2212908.250000 Penalty: 2909.166992
	Iteration 6Q: 3 clusters Score -2212908 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -2213051.750000 Penalty: 2909.166992
	Iteration 7Q: 3 clusters Score -2213052 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -2213176.000000 Penalty: 2909.166992
	Iteration 8Q: 3 clusters Score -2213176 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -2213280.250000 Penalty: 2909.166992
	Iteration 9Q: 3 clusters Score -2213280 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -2213367.750000 Penalty: 2909.166992
	Iteration 10Q: 3 clusters Score -2213368 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -2213468.750000 Penalty: 2909.166992
	Iteration 11Q: 3 clusters Score -2213469 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -2213568.000000 Penalty: 2909.166992
	Iteration 12Q: 3 clusters Score -2213568 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -2213678.000000 Penalty: 2909.166992
	Iteration 13Q: 3 clusters Score -2213678 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -2213817.500000 Penalty: 2909.166992
	Iteration 14Q: 3 clusters Score -2213818 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -2214034.750000 Penalty: 2909.166992
	Iteration 15Q: 3 clusters Score -2214035 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -2214314.750000 Penalty: 2909.166992
	Iteration 16Q: 3 clusters Score -2214315 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -2214692.250000 Penalty: 2909.166992
	Iteration 17Q: 3 clusters Score -2214692 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -2215171.500000 Penalty: 2909.166992
	Iteration 18Q: 3 clusters Score -2215172 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -2215698.250000 Penalty: 2909.166992
	Iteration 19Q: 3 clusters Score -2215698 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -2216204.500000 Penalty: 2909.166992
	Iteration 20F: 3 clusters Score -2216204 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -2216693.000000 Penalty: 2909.166992
	Iteration 21Q: 3 clusters Score -2216693 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -2217185.000000 Penalty: 2909.166992
	Iteration 22Q: 3 clusters Score -2217185 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -2217879.250000 Penalty: 2909.166992
	Iteration 23Q: 3 clusters Score -2217879 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -2218738.750000 Penalty: 2909.166992
	Iteration 24Q: 3 clusters Score -2218739 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -2218973.000000 Penalty: 2909.166992
	Iteration 25Q: 3 clusters Score -2218973 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -2219106.750000 Penalty: 2909.166992
	Iteration 26Q: 3 clusters Score -2219107 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -2219205.250000 Penalty: 2909.166992
	Iteration 27Q: 3 clusters Score -2219205 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -2219291.000000 Penalty: 2909.166992
	Iteration 28Q: 3 clusters Score -2219291 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -2219400.250000 Penalty: 2909.166992
	Iteration 29Q: 3 clusters Score -2219400 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -2219530.250000 Penalty: 2909.166992
	Iteration 30Q: 3 clusters Score -2219530 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -2219668.000000 Penalty: 2909.166992
	Iteration 31Q: 3 clusters Score -2219668 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -2219852.000000 Penalty: 2909.166992
	Iteration 32Q: 3 clusters Score -2219852 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -2220104.500000 Penalty: 2909.166992
	Iteration 33Q: 3 clusters Score -2220104 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -2220491.750000 Penalty: 2909.166992
	Iteration 34Q: 3 clusters Score -2220492 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -2221024.250000 Penalty: 2909.166992
	Iteration 35Q: 3 clusters Score -2221024 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -2221788.250000 Penalty: 2909.166992
	Iteration 36Q: 3 clusters Score -2221788 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -2222780.750000 Penalty: 2909.166992
	Iteration 37Q: 3 clusters Score -2222781 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -2224234.250000 Penalty: 2909.166992
	Iteration 38Q: 3 clusters Score -2224234 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -2226143.750000 Penalty: 2909.166992
	Iteration 39Q: 3 clusters Score -2226144 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -2228820.000000 Penalty: 2909.166992
	Iteration 40F: 3 clusters Score -2228820 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -2231245.750000 Penalty: 2909.166992
	Iteration 41Q: 3 clusters Score -2231246 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -2231588.500000 Penalty: 2909.166992
	Iteration 42Q: 3 clusters Score -2231588 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -2231602.500000 Penalty: 2909.166992
	Iteration 43Q: 3 clusters Score -2231602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -2231602.250000 Penalty: 2909.166992
	Iteration 44Q: 3 clusters Score -2231602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -2231601.000000 Penalty: 2909.166992
	Iteration 45Q: 3 clusters Score -2231601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -2231598.500000 Penalty: 2909.166992
	Iteration 46Q: 3 clusters Score -2231598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -2231598.500000 Penalty: 2909.166992
	Iteration 47F: 3 clusters Score -2231598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60005 members 
Mstep: Class 2 contains 8762 members 
Mstep: Class 3 contains 84572 members 
Mstep: Class 4 contains 28593 members 
Mstep: Class 5 contains 50667 members 
Mstep: Class 6 contains 5874 members 
Mstep: Class 7 contains 76312 members 
Mstep: Class 8 contains 22447 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 6346 members 
Mstep: Class 11 contains 39105 members 
Mstep: Class 12 contains 2243 members 
Mstep: Class 13 contains 5620 members 
Mstep: Class 14 contains 65434 members 
Mstep: Class 15 contains 10444 members 
Mstep: Class 16 contains 11764 members 
Mstep: Class 17 contains 3836 members 
Mstep: Class 18 contains 27943 members 
Mstep: Class 19 contains 9706 members 
Mstep: Class 20 contains 326 members 
Mstep: Class 21 contains 5503 members 
Mstep: Class 22 contains 15284 members 
Mstep: Class 23 contains 19409 members 
Mstep: Class 24 contains 3779 members 
Mstep: Class 25 contains 14300 members 
Mstep: Class 26 contains 6231 members 
Mstep: Class 27 contains 25981 members 
Mstep: Class 28 contains 12605 members 
Mstep: Class 29 contains 564 members 
Mstep: Class 30 contains 16061 members 
Mstep: Class 31 contains 817 members 
Mstep: Class 32 contains 1627 members 
Mstep: Class 33 contains 290 members 
Mstep: Class 34 contains 472 members 
Mstep: Class 35 contains 6838 members 
Mstep: Class 36 contains 399 members 
Mstep: Class 37 contains 7632 members 
Mstep: Class 38 contains 8834 members 
Entering Unmasked Estep 
Score: -80988520.000000 Penalty: 75827.835938
Splitting cluster 2 changes total score from -80976664.000000 to -80988520.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 3 (84572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84572 members 
Entering Unmasked Estep 
Score: -10759540.000000 Penalty: 1688.189453
	Iteration 0F: 2 clusters Score -1.075954e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42307 members 
Mstep: Class 2 contains 42265 members 
Entering Unmasked Estep 
Score: -10714227.000000 Penalty: 3376.378906
	Iteration 0F: 3 clusters Score -1.071423e+07 nChanged 39774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41603 members 
Mstep: Class 2 contains 42969 members 
Entering Unmasked Estep 
Score: -10736444.000000 Penalty: 3376.378906
	Iteration 1F: 3 clusters Score -1.073644e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41154 members 
Mstep: Class 2 contains 43418 members 
Entering Unmasked Estep 
Score: -10737189.000000 Penalty: 3376.378906
	Iteration 2Q: 3 clusters Score -1.073719e+07 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40611 members 
Mstep: Class 2 contains 43961 members 
Entering Unmasked Estep 
Score: -10737959.000000 Penalty: 3376.378906
	Iteration 3Q: 3 clusters Score -1.073796e+07 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39960 members 
Mstep: Class 2 contains 44612 members 
Entering Unmasked Estep 
Score: -10738839.000000 Penalty: 3376.378906
	Iteration 4Q: 3 clusters Score -1.073884e+07 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39173 members 
Mstep: Class 2 contains 45399 members 
Entering Unmasked Estep 
Score: -10739861.000000 Penalty: 3376.378906
	Iteration 5Q: 3 clusters Score -1.073986e+07 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38238 members 
Mstep: Class 2 contains 46334 members 
Entering Unmasked Estep 
Score: -10741283.000000 Penalty: 3376.378906
	Iteration 6Q: 3 clusters Score -1.074128e+07 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37298 members 
Mstep: Class 2 contains 47274 members 
Entering Unmasked Estep 
Score: -10743233.000000 Penalty: 3376.378906
	Iteration 7F: 3 clusters Score -1.074323e+07 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36678 members 
Mstep: Class 2 contains 47894 members 
Entering Unmasked Estep 
Score: -10745794.000000 Penalty: 3376.378906
	Iteration 8F: 3 clusters Score -1.074579e+07 nChanged 5220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36578 members 
Mstep: Class 2 contains 47994 members 
Entering Unmasked Estep 
Score: -10749233.000000 Penalty: 3376.378906
	Iteration 9F: 3 clusters Score -1.074923e+07 nChanged 5186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37038 members 
Mstep: Class 2 contains 47534 members 
Entering Unmasked Estep 
Score: -10752258.000000 Penalty: 3376.378906
	Iteration 10F: 3 clusters Score -1.075226e+07 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37857 members 
Mstep: Class 2 contains 46715 members 
Entering Unmasked Estep 
Score: -10754090.000000 Penalty: 3376.378906
	Iteration 11F: 3 clusters Score -1.075409e+07 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38880 members 
Mstep: Class 2 contains 45692 members 
Entering Unmasked Estep 
Score: -10754847.000000 Penalty: 3376.378906
	Iteration 12Q: 3 clusters Score -1.075485e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40068 members 
Mstep: Class 2 contains 44504 members 
Entering Unmasked Estep 
Score: -10755095.000000 Penalty: 3376.378906
	Iteration 13Q: 3 clusters Score -1.07551e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41297 members 
Mstep: Class 2 contains 43275 members 
Entering Unmasked Estep 
Score: -10755382.000000 Penalty: 3376.378906
	Iteration 14Q: 3 clusters Score -1.075538e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42545 members 
Mstep: Class 2 contains 42027 members 
Entering Unmasked Estep 
Score: -10755579.000000 Penalty: 3376.378906
	Iteration 15Q: 3 clusters Score -1.075558e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43835 members 
Mstep: Class 2 contains 40737 members 
Entering Unmasked Estep 
Score: -10755791.000000 Penalty: 3376.378906
	Iteration 16Q: 3 clusters Score -1.075579e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45040 members 
Mstep: Class 2 contains 39532 members 
Entering Unmasked Estep 
Score: -10756006.000000 Penalty: 3376.378906
	Iteration 17Q: 3 clusters Score -1.075601e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46256 members 
Mstep: Class 2 contains 38316 members 
Entering Unmasked Estep 
Score: -10756302.000000 Penalty: 3376.378906
	Iteration 18Q: 3 clusters Score -1.07563e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47371 members 
Mstep: Class 2 contains 37201 members 
Entering Unmasked Estep 
Score: -10756585.000000 Penalty: 3376.378906
	Iteration 19Q: 3 clusters Score -1.075658e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48415 members 
Mstep: Class 2 contains 36157 members 
Entering Unmasked Estep 
Score: -10756790.000000 Penalty: 3376.378906
	Iteration 20F: 3 clusters Score -1.075679e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49435 members 
Mstep: Class 2 contains 35137 members 
Entering Unmasked Estep 
Score: -10757052.000000 Penalty: 3376.378906
	Iteration 21Q: 3 clusters Score -1.075705e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50378 members 
Mstep: Class 2 contains 34194 members 
Entering Unmasked Estep 
Score: -10757320.000000 Penalty: 3376.378906
	Iteration 22Q: 3 clusters Score -1.075732e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51264 members 
Mstep: Class 2 contains 33308 members 
Entering Unmasked Estep 
Score: -10757519.000000 Penalty: 3376.378906
	Iteration 23Q: 3 clusters Score -1.075752e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52114 members 
Mstep: Class 2 contains 32458 members 
Entering Unmasked Estep 
Score: -10757674.000000 Penalty: 3376.378906
	Iteration 24Q: 3 clusters Score -1.075767e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52958 members 
Mstep: Class 2 contains 31614 members 
Entering Unmasked Estep 
Score: -10757887.000000 Penalty: 3376.378906
	Iteration 25Q: 3 clusters Score -1.075789e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53781 members 
Mstep: Class 2 contains 30791 members 
Entering Unmasked Estep 
Score: -10758064.000000 Penalty: 3376.378906
	Iteration 26Q: 3 clusters Score -1.075806e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54540 members 
Mstep: Class 2 contains 30032 members 
Entering Unmasked Estep 
Score: -10758286.000000 Penalty: 3376.378906
	Iteration 27Q: 3 clusters Score -1.075829e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55298 members 
Mstep: Class 2 contains 29274 members 
Entering Unmasked Estep 
Score: -10758464.000000 Penalty: 3376.378906
	Iteration 28Q: 3 clusters Score -1.075846e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55983 members 
Mstep: Class 2 contains 28589 members 
Entering Unmasked Estep 
Score: -10758523.000000 Penalty: 3376.378906
	Iteration 29Q: 3 clusters Score -1.075852e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56617 members 
Mstep: Class 2 contains 27955 members 
Entering Unmasked Estep 
Score: -10758549.000000 Penalty: 3376.378906
	Iteration 30Q: 3 clusters Score -1.075855e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57199 members 
Mstep: Class 2 contains 27373 members 
Entering Unmasked Estep 
Score: -10758573.000000 Penalty: 3376.378906
	Iteration 31Q: 3 clusters Score -1.075857e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57706 members 
Mstep: Class 2 contains 26866 members 
Entering Unmasked Estep 
Score: -10758620.000000 Penalty: 3376.378906
	Iteration 32Q: 3 clusters Score -1.075862e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58233 members 
Mstep: Class 2 contains 26339 members 
Entering Unmasked Estep 
Score: -10758686.000000 Penalty: 3376.378906
	Iteration 33Q: 3 clusters Score -1.075869e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58740 members 
Mstep: Class 2 contains 25832 members 
Entering Unmasked Estep 
Score: -10758722.000000 Penalty: 3376.378906
	Iteration 34Q: 3 clusters Score -1.075872e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59208 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -10758758.000000 Penalty: 3376.378906
	Iteration 35Q: 3 clusters Score -1.075876e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59613 members 
Mstep: Class 2 contains 24959 members 
Entering Unmasked Estep 
Score: -10758793.000000 Penalty: 3376.378906
	Iteration 36Q: 3 clusters Score -1.075879e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60028 members 
Mstep: Class 2 contains 24544 members 
Entering Unmasked Estep 
Score: -10758825.000000 Penalty: 3376.378906
	Iteration 37Q: 3 clusters Score -1.075882e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60407 members 
Mstep: Class 2 contains 24165 members 
Entering Unmasked Estep 
Score: -10758787.000000 Penalty: 3376.378906
	Iteration 38Q: 3 clusters Score -1.075879e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60737 members 
Mstep: Class 2 contains 23835 members 
Entering Unmasked Estep 
Score: -10758815.000000 Penalty: 3376.378906
	Iteration 39Q: 3 clusters Score -1.075882e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61062 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -10758859.000000 Penalty: 3376.378906
	Iteration 40F: 3 clusters Score -1.075886e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61378 members 
Mstep: Class 2 contains 23194 members 
Entering Unmasked Estep 
Score: -10758810.000000 Penalty: 3376.378906
	Iteration 41Q: 3 clusters Score -1.075881e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61691 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
Score: -10758802.000000 Penalty: 3376.378906
	Iteration 42Q: 3 clusters Score -1.07588e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61980 members 
Mstep: Class 2 contains 22592 members 
Entering Unmasked Estep 
Score: -10758819.000000 Penalty: 3376.378906
	Iteration 43Q: 3 clusters Score -1.075882e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62285 members 
Mstep: Class 2 contains 22287 members 
Entering Unmasked Estep 
Score: -10758836.000000 Penalty: 3376.378906
	Iteration 44Q: 3 clusters Score -1.075884e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62583 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -10758839.000000 Penalty: 3376.378906
	Iteration 45Q: 3 clusters Score -1.075884e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62869 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -10758853.000000 Penalty: 3376.378906
	Iteration 46Q: 3 clusters Score -1.075885e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63140 members 
Mstep: Class 2 contains 21432 members 
Entering Unmasked Estep 
Score: -10758840.000000 Penalty: 3376.378906
	Iteration 47Q: 3 clusters Score -1.075884e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63420 members 
Mstep: Class 2 contains 21152 members 
Entering Unmasked Estep 
Score: -10758845.000000 Penalty: 3376.378906
	Iteration 48Q: 3 clusters Score -1.075884e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63705 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
Score: -10758863.000000 Penalty: 3376.378906
	Iteration 49Q: 3 clusters Score -1.075886e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64010 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
Score: -10758902.000000 Penalty: 3376.378906
	Iteration 50Q: 3 clusters Score -1.07589e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64314 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -10758900.000000 Penalty: 3376.378906
	Iteration 51Q: 3 clusters Score -1.07589e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64605 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -10758938.000000 Penalty: 3376.378906
	Iteration 52Q: 3 clusters Score -1.075894e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64910 members 
Mstep: Class 2 contains 19662 members 
Entering Unmasked Estep 
Score: -10758948.000000 Penalty: 3376.378906
	Iteration 53Q: 3 clusters Score -1.075895e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65182 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -10758979.000000 Penalty: 3376.378906
	Iteration 54Q: 3 clusters Score -1.075898e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65410 members 
Mstep: Class 2 contains 19162 members 
Entering Unmasked Estep 
Score: -10758999.000000 Penalty: 3376.378906
	Iteration 55Q: 3 clusters Score -1.0759e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65656 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -10759011.000000 Penalty: 3376.378906
	Iteration 56Q: 3 clusters Score -1.075901e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65919 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -10759063.000000 Penalty: 3376.378906
	Iteration 57Q: 3 clusters Score -1.075906e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66169 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -10759076.000000 Penalty: 3376.378906
	Iteration 58Q: 3 clusters Score -1.075908e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66437 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -10759085.000000 Penalty: 3376.378906
	Iteration 59Q: 3 clusters Score -1.075908e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66693 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -10759112.000000 Penalty: 3376.378906
	Iteration 60F: 3 clusters Score -1.075911e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66947 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -10759129.000000 Penalty: 3376.378906
	Iteration 61Q: 3 clusters Score -1.075913e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67177 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -10759185.000000 Penalty: 3376.378906
	Iteration 62Q: 3 clusters Score -1.075918e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67411 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -10759207.000000 Penalty: 3376.378906
	Iteration 63Q: 3 clusters Score -1.075921e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67625 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -10759229.000000 Penalty: 3376.378906
	Iteration 64Q: 3 clusters Score -1.075923e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67843 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -10759306.000000 Penalty: 3376.378906
	Iteration 65Q: 3 clusters Score -1.075931e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68054 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -10759294.000000 Penalty: 3376.378906
	Iteration 66Q: 3 clusters Score -1.075929e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68291 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -10759328.000000 Penalty: 3376.378906
	Iteration 67Q: 3 clusters Score -1.075933e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68501 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -10759395.000000 Penalty: 3376.378906
	Iteration 68Q: 3 clusters Score -1.07594e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68721 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -10759451.000000 Penalty: 3376.378906
	Iteration 69Q: 3 clusters Score -1.075945e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68965 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -10759510.000000 Penalty: 3376.378906
	Iteration 70Q: 3 clusters Score -1.075951e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69194 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -10759474.000000 Penalty: 3376.378906
	Iteration 71Q: 3 clusters Score -1.075947e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69398 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -10759549.000000 Penalty: 3376.378906
	Iteration 72Q: 3 clusters Score -1.075955e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69598 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -10759575.000000 Penalty: 3376.378906
	Iteration 73Q: 3 clusters Score -1.075958e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69798 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -10759584.000000 Penalty: 3376.378906
	Iteration 74Q: 3 clusters Score -1.075958e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69982 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -10759589.000000 Penalty: 3376.378906
	Iteration 75Q: 3 clusters Score -1.075959e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70145 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -10759583.000000 Penalty: 3376.378906
	Iteration 76Q: 3 clusters Score -1.075958e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70299 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -10759616.000000 Penalty: 3376.378906
	Iteration 77Q: 3 clusters Score -1.075962e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70448 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -10759600.000000 Penalty: 3376.378906
	Iteration 78Q: 3 clusters Score -1.07596e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70602 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -10759583.000000 Penalty: 3376.378906
	Iteration 79Q: 3 clusters Score -1.075958e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70744 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -10759548.000000 Penalty: 3376.378906
	Iteration 80F: 3 clusters Score -1.075955e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70870 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -10759525.000000 Penalty: 3376.378906
	Iteration 81Q: 3 clusters Score -1.075952e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70963 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -10759543.000000 Penalty: 3376.378906
	Iteration 82Q: 3 clusters Score -1.075954e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71052 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -10759533.000000 Penalty: 3376.378906
	Iteration 83Q: 3 clusters Score -1.075953e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71163 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -10759562.000000 Penalty: 3376.378906
	Iteration 84Q: 3 clusters Score -1.075956e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71285 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -10759534.000000 Penalty: 3376.378906
	Iteration 85Q: 3 clusters Score -1.075953e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71403 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -10759548.000000 Penalty: 3376.378906
	Iteration 86Q: 3 clusters Score -1.075955e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71509 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -10759573.000000 Penalty: 3376.378906
	Iteration 87Q: 3 clusters Score -1.075957e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71613 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -10759558.000000 Penalty: 3376.378906
	Iteration 88Q: 3 clusters Score -1.075956e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71727 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -10759586.000000 Penalty: 3376.378906
	Iteration 89Q: 3 clusters Score -1.075959e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71836 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -10759631.000000 Penalty: 3376.378906
	Iteration 90Q: 3 clusters Score -1.075963e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71939 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -10759624.000000 Penalty: 3376.378906
	Iteration 91Q: 3 clusters Score -1.075962e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72017 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -10759657.000000 Penalty: 3376.378906
	Iteration 92Q: 3 clusters Score -1.075966e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72097 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -10759640.000000 Penalty: 3376.378906
	Iteration 93Q: 3 clusters Score -1.075964e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72174 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -10759637.000000 Penalty: 3376.378906
	Iteration 94Q: 3 clusters Score -1.075964e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72245 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -10759639.000000 Penalty: 3376.378906
	Iteration 95Q: 3 clusters Score -1.075964e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72302 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -10759641.000000 Penalty: 3376.378906
	Iteration 96Q: 3 clusters Score -1.075964e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72338 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -10759630.000000 Penalty: 3376.378906
	Iteration 97Q: 3 clusters Score -1.075963e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72371 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -10759612.000000 Penalty: 3376.378906
	Iteration 98Q: 3 clusters Score -1.075961e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72402 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -10759628.000000 Penalty: 3376.378906
	Iteration 99Q: 3 clusters Score -1.075963e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72434 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -10759621.000000 Penalty: 3376.378906
	Iteration 100F: 3 clusters Score -1.075962e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72462 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -10759613.000000 Penalty: 3376.378906
	Iteration 101Q: 3 clusters Score -1.075961e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72489 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -10759613.000000 Penalty: 3376.378906
	Iteration 102Q: 3 clusters Score -1.075961e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72523 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -10759610.000000 Penalty: 3376.378906
	Iteration 103Q: 3 clusters Score -1.075961e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72565 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -10759590.000000 Penalty: 3376.378906
	Iteration 104Q: 3 clusters Score -1.075959e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72609 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -10759599.000000 Penalty: 3376.378906
	Iteration 105Q: 3 clusters Score -1.07596e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72649 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -10759623.000000 Penalty: 3376.378906
	Iteration 106Q: 3 clusters Score -1.075962e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72690 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -10759609.000000 Penalty: 3376.378906
	Iteration 107Q: 3 clusters Score -1.075961e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72730 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -10759629.000000 Penalty: 3376.378906
	Iteration 108Q: 3 clusters Score -1.075963e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72783 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -10759601.000000 Penalty: 3376.378906
	Iteration 109Q: 3 clusters Score -1.07596e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72829 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -10759623.000000 Penalty: 3376.378906
	Iteration 110Q: 3 clusters Score -1.075962e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72878 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -10759626.000000 Penalty: 3376.378906
	Iteration 111Q: 3 clusters Score -1.075963e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72917 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -10759620.000000 Penalty: 3376.378906
	Iteration 112Q: 3 clusters Score -1.075962e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72949 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -10759646.000000 Penalty: 3376.378906
	Iteration 113Q: 3 clusters Score -1.075965e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72984 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -10759629.000000 Penalty: 3376.378906
	Iteration 114Q: 3 clusters Score -1.075963e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73016 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -10759623.000000 Penalty: 3376.378906
	Iteration 115Q: 3 clusters Score -1.075962e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73052 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -10759610.000000 Penalty: 3376.378906
	Iteration 116Q: 3 clusters Score -1.075961e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73081 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -10759639.000000 Penalty: 3376.378906
	Iteration 117Q: 3 clusters Score -1.075964e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73104 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -10759650.000000 Penalty: 3376.378906
	Iteration 118Q: 3 clusters Score -1.075965e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73139 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -10759653.000000 Penalty: 3376.378906
	Iteration 119Q: 3 clusters Score -1.075965e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73169 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -10759649.000000 Penalty: 3376.378906
	Iteration 120F: 3 clusters Score -1.075965e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73203 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -10759661.000000 Penalty: 3376.378906
	Iteration 121Q: 3 clusters Score -1.075966e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73240 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -10759685.000000 Penalty: 3376.378906
	Iteration 122Q: 3 clusters Score -1.075968e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73279 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -10759693.000000 Penalty: 3376.378906
	Iteration 123Q: 3 clusters Score -1.075969e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73328 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -10759712.000000 Penalty: 3376.378906
	Iteration 124Q: 3 clusters Score -1.075971e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73377 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -10759728.000000 Penalty: 3376.378906
	Iteration 125Q: 3 clusters Score -1.075973e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73418 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -10759731.000000 Penalty: 3376.378906
	Iteration 126Q: 3 clusters Score -1.075973e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73454 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -10759705.000000 Penalty: 3376.378906
	Iteration 127Q: 3 clusters Score -1.07597e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73490 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -10759728.000000 Penalty: 3376.378906
	Iteration 128Q: 3 clusters Score -1.075973e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73533 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -10759716.000000 Penalty: 3376.378906
	Iteration 129Q: 3 clusters Score -1.075972e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73579 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -10759733.000000 Penalty: 3376.378906
	Iteration 130Q: 3 clusters Score -1.075973e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73616 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -10759734.000000 Penalty: 3376.378906
	Iteration 131Q: 3 clusters Score -1.075973e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73662 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -10759724.000000 Penalty: 3376.378906
	Iteration 132Q: 3 clusters Score -1.075972e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73703 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -10759732.000000 Penalty: 3376.378906
	Iteration 133Q: 3 clusters Score -1.075973e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73744 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -10759743.000000 Penalty: 3376.378906
	Iteration 134Q: 3 clusters Score -1.075974e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73772 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -10759759.000000 Penalty: 3376.378906
	Iteration 135Q: 3 clusters Score -1.075976e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73795 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -10759753.000000 Penalty: 3376.378906
	Iteration 136Q: 3 clusters Score -1.075975e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73815 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -10759762.000000 Penalty: 3376.378906
	Iteration 137Q: 3 clusters Score -1.075976e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73834 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -10759754.000000 Penalty: 3376.378906
	Iteration 138Q: 3 clusters Score -1.075975e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73854 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -10759763.000000 Penalty: 3376.378906
	Iteration 139Q: 3 clusters Score -1.075976e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73873 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -10759774.000000 Penalty: 3376.378906
	Iteration 140F: 3 clusters Score -1.075977e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73890 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -10759778.000000 Penalty: 3376.378906
	Iteration 141Q: 3 clusters Score -1.075978e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73910 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -10759766.000000 Penalty: 3376.378906
	Iteration 142Q: 3 clusters Score -1.075977e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73933 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -10759767.000000 Penalty: 3376.378906
	Iteration 143Q: 3 clusters Score -1.075977e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73954 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -10759785.000000 Penalty: 3376.378906
	Iteration 144Q: 3 clusters Score -1.075978e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73981 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -10759763.000000 Penalty: 3376.378906
	Iteration 145Q: 3 clusters Score -1.075976e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74012 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -10759749.000000 Penalty: 3376.378906
	Iteration 146Q: 3 clusters Score -1.075975e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74039 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -10759737.000000 Penalty: 3376.378906
	Iteration 147Q: 3 clusters Score -1.075974e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74060 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -10759744.000000 Penalty: 3376.378906
	Iteration 148Q: 3 clusters Score -1.075974e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74078 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -10759751.000000 Penalty: 3376.378906
	Iteration 149Q: 3 clusters Score -1.075975e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74100 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -10759734.000000 Penalty: 3376.378906
	Iteration 150Q: 3 clusters Score -1.075973e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74119 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -10759724.000000 Penalty: 3376.378906
	Iteration 151Q: 3 clusters Score -1.075972e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74137 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -10759726.000000 Penalty: 3376.378906
	Iteration 152Q: 3 clusters Score -1.075973e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74155 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -10759705.000000 Penalty: 3376.378906
	Iteration 153Q: 3 clusters Score -1.07597e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74176 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -10759696.000000 Penalty: 3376.378906
	Iteration 154Q: 3 clusters Score -1.07597e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74202 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -10759709.000000 Penalty: 3376.378906
	Iteration 155Q: 3 clusters Score -1.075971e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74220 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -10759714.000000 Penalty: 3376.378906
	Iteration 156Q: 3 clusters Score -1.075971e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74236 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -10759724.000000 Penalty: 3376.378906
	Iteration 157Q: 3 clusters Score -1.075972e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74255 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -10759706.000000 Penalty: 3376.378906
	Iteration 158Q: 3 clusters Score -1.075971e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74266 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -10759718.000000 Penalty: 3376.378906
	Iteration 159Q: 3 clusters Score -1.075972e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74287 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -10759713.000000 Penalty: 3376.378906
	Iteration 160F: 3 clusters Score -1.075971e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74311 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -10759703.000000 Penalty: 3376.378906
	Iteration 161Q: 3 clusters Score -1.07597e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74332 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -10759710.000000 Penalty: 3376.378906
	Iteration 162Q: 3 clusters Score -1.075971e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74356 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -10759694.000000 Penalty: 3376.378906
	Iteration 163Q: 3 clusters Score -1.075969e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74384 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -10759690.000000 Penalty: 3376.378906
	Iteration 164Q: 3 clusters Score -1.075969e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74411 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -10759711.000000 Penalty: 3376.378906
	Iteration 165Q: 3 clusters Score -1.075971e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74431 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -10759721.000000 Penalty: 3376.378906
	Iteration 166Q: 3 clusters Score -1.075972e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74453 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -10759704.000000 Penalty: 3376.378906
	Iteration 167Q: 3 clusters Score -1.07597e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74479 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -10759715.000000 Penalty: 3376.378906
	Iteration 168Q: 3 clusters Score -1.075972e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74501 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -10759704.000000 Penalty: 3376.378906
	Iteration 169Q: 3 clusters Score -1.07597e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74525 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -10759717.000000 Penalty: 3376.378906
	Iteration 170Q: 3 clusters Score -1.075972e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74546 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -10759705.000000 Penalty: 3376.378906
	Iteration 171Q: 3 clusters Score -1.07597e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74562 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -10759707.000000 Penalty: 3376.378906
	Iteration 172Q: 3 clusters Score -1.075971e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74575 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -10759704.000000 Penalty: 3376.378906
	Iteration 173Q: 3 clusters Score -1.07597e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74587 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -10759701.000000 Penalty: 3376.378906
	Iteration 174Q: 3 clusters Score -1.07597e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74597 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -10759690.000000 Penalty: 3376.378906
	Iteration 175Q: 3 clusters Score -1.075969e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74605 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -10759689.000000 Penalty: 3376.378906
	Iteration 176Q: 3 clusters Score -1.075969e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74612 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -10759690.000000 Penalty: 3376.378906
	Iteration 177Q: 3 clusters Score -1.075969e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74623 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -10759683.000000 Penalty: 3376.378906
	Iteration 178Q: 3 clusters Score -1.075968e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74635 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -10759675.000000 Penalty: 3376.378906
	Iteration 179Q: 3 clusters Score -1.075968e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74645 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -10759679.000000 Penalty: 3376.378906
	Iteration 180F: 3 clusters Score -1.075968e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74651 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -10759675.000000 Penalty: 3376.378906
	Iteration 181Q: 3 clusters Score -1.075968e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74655 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -10759689.000000 Penalty: 3376.378906
	Iteration 182Q: 3 clusters Score -1.075969e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74661 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -10759685.000000 Penalty: 3376.378906
	Iteration 183Q: 3 clusters Score -1.075968e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74666 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -10759679.000000 Penalty: 3376.378906
	Iteration 184Q: 3 clusters Score -1.075968e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74672 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -10759667.000000 Penalty: 3376.378906
	Iteration 185Q: 3 clusters Score -1.075967e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74679 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -10759674.000000 Penalty: 3376.378906
	Iteration 186Q: 3 clusters Score -1.075967e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74684 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -10759671.000000 Penalty: 3376.378906
	Iteration 187Q: 3 clusters Score -1.075967e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74688 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -10759671.000000 Penalty: 3376.378906
	Iteration 188Q: 3 clusters Score -1.075967e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74691 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -10759678.000000 Penalty: 3376.378906
	Iteration 189Q: 3 clusters Score -1.075968e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74694 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -10759673.000000 Penalty: 3376.378906
	Iteration 190Q: 3 clusters Score -1.075967e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74696 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -10759676.000000 Penalty: 3376.378906
	Iteration 191Q: 3 clusters Score -1.075968e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74697 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -10759682.000000 Penalty: 3376.378906
	Iteration 192Q: 3 clusters Score -1.075968e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74702 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -10759670.000000 Penalty: 3376.378906
	Iteration 193Q: 3 clusters Score -1.075967e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74704 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -10759673.000000 Penalty: 3376.378906
	Iteration 194Q: 3 clusters Score -1.075967e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74709 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -10759664.000000 Penalty: 3376.378906
	Iteration 195Q: 3 clusters Score -1.075966e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74712 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -10759660.000000 Penalty: 3376.378906
	Iteration 196Q: 3 clusters Score -1.075966e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74715 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -10759662.000000 Penalty: 3376.378906
	Iteration 197Q: 3 clusters Score -1.075966e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74720 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -10759664.000000 Penalty: 3376.378906
	Iteration 198Q: 3 clusters Score -1.075966e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74725 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -10759668.000000 Penalty: 3376.378906
	Iteration 199Q: 3 clusters Score -1.075967e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74737 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -10759652.000000 Penalty: 3376.378906
	Iteration 200F: 3 clusters Score -1.075965e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74738 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -10759649.000000 Penalty: 3376.378906
	Iteration 201Q: 3 clusters Score -1.075965e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74740 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -10759664.000000 Penalty: 3376.378906
	Iteration 202Q: 3 clusters Score -1.075966e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74742 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -10759662.000000 Penalty: 3376.378906
	Iteration 203Q: 3 clusters Score -1.075966e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74746 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -10759665.000000 Penalty: 3376.378906
	Iteration 204Q: 3 clusters Score -1.075966e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74748 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -10759666.000000 Penalty: 3376.378906
	Iteration 205Q: 3 clusters Score -1.075967e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74750 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -10759665.000000 Penalty: 3376.378906
	Iteration 206Q: 3 clusters Score -1.075966e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74751 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -10759663.000000 Penalty: 3376.378906
	Iteration 207Q: 3 clusters Score -1.075966e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74753 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -10759667.000000 Penalty: 3376.378906
	Iteration 208Q: 3 clusters Score -1.075967e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74753 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -10759665.000000 Penalty: 3376.378906
	Iteration 209Q: 3 clusters Score -1.075966e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74755 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -10759660.000000 Penalty: 3376.378906
	Iteration 210Q: 3 clusters Score -1.075966e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74755 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -10759660.000000 Penalty: 3376.378906
	Iteration 211F: 3 clusters Score -1.075966e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60005 members 
Mstep: Class 2 contains 8762 members 
Mstep: Class 3 contains 74755 members 
Mstep: Class 4 contains 28593 members 
Mstep: Class 5 contains 50667 members 
Mstep: Class 6 contains 5874 members 
Mstep: Class 7 contains 76312 members 
Mstep: Class 8 contains 22447 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 6346 members 
Mstep: Class 11 contains 39105 members 
Mstep: Class 12 contains 2243 members 
Mstep: Class 13 contains 5620 members 
Mstep: Class 14 contains 65434 members 
Mstep: Class 15 contains 10444 members 
Mstep: Class 16 contains 11764 members 
Mstep: Class 17 contains 3836 members 
Mstep: Class 18 contains 27943 members 
Mstep: Class 19 contains 9706 members 
Mstep: Class 20 contains 326 members 
Mstep: Class 21 contains 5503 members 
Mstep: Class 22 contains 15284 members 
Mstep: Class 23 contains 19409 members 
Mstep: Class 24 contains 3779 members 
Mstep: Class 25 contains 14300 members 
Mstep: Class 26 contains 6231 members 
Mstep: Class 27 contains 25981 members 
Mstep: Class 28 contains 12605 members 
Mstep: Class 29 contains 564 members 
Mstep: Class 30 contains 16061 members 
Mstep: Class 31 contains 817 members 
Mstep: Class 32 contains 1627 members 
Mstep: Class 33 contains 290 members 
Mstep: Class 34 contains 472 members 
Mstep: Class 35 contains 6838 members 
Mstep: Class 36 contains 399 members 
Mstep: Class 37 contains 7632 members 
Mstep: Class 38 contains 8834 members 
Mstep: Class 39 contains 9817 members 
Entering Unmasked Estep 
Score: -80988520.000000 Penalty: 77823.304688
Splitting cluster 3 changes total score from -80976664.000000 to -80988520.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 4 (28593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28593 members 
Entering Unmasked Estep 
Score: -3519719.500000 Penalty: 1526.824585
	Iteration 0F: 2 clusters Score -3519720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -3501175.750000 Penalty: 3053.649170
	Iteration 0F: 3 clusters Score -3501176 nChanged 12886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -3508317.000000 Penalty: 3053.649170
	Iteration 1F: 3 clusters Score -3508317 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -3508773.000000 Penalty: 3053.649170
	Iteration 2Q: 3 clusters Score -3508773 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -3509166.500000 Penalty: 3053.649170
	Iteration 3Q: 3 clusters Score -3509166 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -3509520.500000 Penalty: 3053.649170
	Iteration 4Q: 3 clusters Score -3509520 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -3509829.500000 Penalty: 3053.649170
	Iteration 5Q: 3 clusters Score -3509830 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -3510171.000000 Penalty: 3053.649170
	Iteration 6Q: 3 clusters Score -3510171 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -3510541.500000 Penalty: 3053.649170
	Iteration 7Q: 3 clusters Score -3510542 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -3511057.750000 Penalty: 3053.649170
	Iteration 8Q: 3 clusters Score -3511058 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -3511779.000000 Penalty: 3053.649170
	Iteration 9Q: 3 clusters Score -3511779 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -3512651.000000 Penalty: 3053.649170
	Iteration 10Q: 3 clusters Score -3512651 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -3513573.500000 Penalty: 3053.649170
	Iteration 11Q: 3 clusters Score -3513574 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -3514303.250000 Penalty: 3053.649170
	Iteration 12Q: 3 clusters Score -3514303 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -3514784.000000 Penalty: 3053.649170
	Iteration 13Q: 3 clusters Score -3514784 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -3515062.750000 Penalty: 3053.649170
	Iteration 14Q: 3 clusters Score -3515063 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -3515245.750000 Penalty: 3053.649170
	Iteration 15Q: 3 clusters Score -3515246 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -3515417.000000 Penalty: 3053.649170
	Iteration 16Q: 3 clusters Score -3515417 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -3515588.000000 Penalty: 3053.649170
	Iteration 17Q: 3 clusters Score -3515588 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -3515712.000000 Penalty: 3053.649170
	Iteration 18Q: 3 clusters Score -3515712 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -3515841.000000 Penalty: 3053.649170
	Iteration 19Q: 3 clusters Score -3515841 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 21600 members 
Entering Unmasked Estep 
Score: -3515957.000000 Penalty: 3053.649170
	Iteration 20F: 3 clusters Score -3515957 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 21961 members 
Entering Unmasked Estep 
Score: -3516067.250000 Penalty: 3053.649170
	Iteration 21Q: 3 clusters Score -3516067 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 22305 members 
Entering Unmasked Estep 
Score: -3516169.250000 Penalty: 3053.649170
	Iteration 22Q: 3 clusters Score -3516169 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 22646 members 
Entering Unmasked Estep 
Score: -3516300.000000 Penalty: 3053.649170
	Iteration 23Q: 3 clusters Score -3516300 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 22964 members 
Entering Unmasked Estep 
Score: -3516404.500000 Penalty: 3053.649170
	Iteration 24Q: 3 clusters Score -3516404 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 23305 members 
Entering Unmasked Estep 
Score: -3516528.250000 Penalty: 3053.649170
	Iteration 25Q: 3 clusters Score -3516528 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 23649 members 
Entering Unmasked Estep 
Score: -3516670.250000 Penalty: 3053.649170
	Iteration 26Q: 3 clusters Score -3516670 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 24022 members 
Entering Unmasked Estep 
Score: -3516842.500000 Penalty: 3053.649170
	Iteration 27Q: 3 clusters Score -3516842 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 24378 members 
Entering Unmasked Estep 
Score: -3516988.500000 Penalty: 3053.649170
	Iteration 28Q: 3 clusters Score -3516988 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 24745 members 
Entering Unmasked Estep 
Score: -3517161.250000 Penalty: 3053.649170
	Iteration 29Q: 3 clusters Score -3517161 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 25094 members 
Entering Unmasked Estep 
Score: -3517335.750000 Penalty: 3053.649170
	Iteration 30Q: 3 clusters Score -3517336 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 25414 members 
Entering Unmasked Estep 
Score: -3517485.250000 Penalty: 3053.649170
	Iteration 31Q: 3 clusters Score -3517485 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 25715 members 
Entering Unmasked Estep 
Score: -3517615.750000 Penalty: 3053.649170
	Iteration 32Q: 3 clusters Score -3517616 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 25983 members 
Entering Unmasked Estep 
Score: -3517739.000000 Penalty: 3053.649170
	Iteration 33Q: 3 clusters Score -3517739 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 26213 members 
Entering Unmasked Estep 
Score: -3517851.000000 Penalty: 3053.649170
	Iteration 34Q: 3 clusters Score -3517851 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 26434 members 
Entering Unmasked Estep 
Score: -3517967.000000 Penalty: 3053.649170
	Iteration 35Q: 3 clusters Score -3517967 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 26625 members 
Entering Unmasked Estep 
Score: -3518055.500000 Penalty: 3053.649170
	Iteration 36Q: 3 clusters Score -3518056 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 26781 members 
Entering Unmasked Estep 
Score: -3518140.500000 Penalty: 3053.649170
	Iteration 37Q: 3 clusters Score -3518140 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 26932 members 
Entering Unmasked Estep 
Score: -3518216.000000 Penalty: 3053.649170
	Iteration 38Q: 3 clusters Score -3518216 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 27065 members 
Entering Unmasked Estep 
Score: -3518286.500000 Penalty: 3053.649170
	Iteration 39Q: 3 clusters Score -3518286 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 27190 members 
Entering Unmasked Estep 
Score: -3518352.750000 Penalty: 3053.649170
	Iteration 40F: 3 clusters Score -3518353 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 27292 members 
Entering Unmasked Estep 
Score: -3518407.250000 Penalty: 3053.649170
	Iteration 41Q: 3 clusters Score -3518407 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 27368 members 
Entering Unmasked Estep 
Score: -3518450.000000 Penalty: 3053.649170
	Iteration 42Q: 3 clusters Score -3518450 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 27432 members 
Entering Unmasked Estep 
Score: -3518475.250000 Penalty: 3053.649170
	Iteration 43Q: 3 clusters Score -3518475 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 27477 members 
Entering Unmasked Estep 
Score: -3518492.000000 Penalty: 3053.649170
	Iteration 44Q: 3 clusters Score -3518492 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 27507 members 
Entering Unmasked Estep 
Score: -3518512.750000 Penalty: 3053.649170
	Iteration 45Q: 3 clusters Score -3518513 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 27528 members 
Entering Unmasked Estep 
Score: -3518526.750000 Penalty: 3053.649170
	Iteration 46Q: 3 clusters Score -3518527 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 27553 members 
Entering Unmasked Estep 
Score: -3518530.000000 Penalty: 3053.649170
	Iteration 47Q: 3 clusters Score -3518530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 27564 members 
Entering Unmasked Estep 
Score: -3518531.500000 Penalty: 3053.649170
	Iteration 48Q: 3 clusters Score -3518532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 27571 members 
Entering Unmasked Estep 
Score: -3518531.500000 Penalty: 3053.649170
	Iteration 49Q: 3 clusters Score -3518532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 27578 members 
Entering Unmasked Estep 
Score: -3518539.750000 Penalty: 3053.649170
	Iteration 50Q: 3 clusters Score -3518540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 27584 members 
Entering Unmasked Estep 
Score: -3518540.250000 Penalty: 3053.649170
	Iteration 51Q: 3 clusters Score -3518540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 27589 members 
Entering Unmasked Estep 
Score: -3518542.000000 Penalty: 3053.649170
	Iteration 52Q: 3 clusters Score -3518542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 27595 members 
Entering Unmasked Estep 
Score: -3518543.250000 Penalty: 3053.649170
	Iteration 53Q: 3 clusters Score -3518543 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 27603 members 
Entering Unmasked Estep 
Score: -3518547.000000 Penalty: 3053.649170
	Iteration 54Q: 3 clusters Score -3518547 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 27610 members 
Entering Unmasked Estep 
Score: -3518547.750000 Penalty: 3053.649170
	Iteration 55Q: 3 clusters Score -3518548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 27619 members 
Entering Unmasked Estep 
Score: -3518553.250000 Penalty: 3053.649170
	Iteration 56Q: 3 clusters Score -3518553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 27624 members 
Entering Unmasked Estep 
Score: -3518557.250000 Penalty: 3053.649170
	Iteration 57Q: 3 clusters Score -3518557 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 27637 members 
Entering Unmasked Estep 
Score: -3518560.000000 Penalty: 3053.649170
	Iteration 58Q: 3 clusters Score -3518560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 27646 members 
Entering Unmasked Estep 
Score: -3518562.500000 Penalty: 3053.649170
	Iteration 59Q: 3 clusters Score -3518562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 27659 members 
Entering Unmasked Estep 
Score: -3518556.250000 Penalty: 3053.649170
	Iteration 60F: 3 clusters Score -3518556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 27661 members 
Entering Unmasked Estep 
Score: -3518561.750000 Penalty: 3053.649170
	Iteration 61Q: 3 clusters Score -3518562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 27664 members 
Entering Unmasked Estep 
Score: -3518566.250000 Penalty: 3053.649170
	Iteration 62Q: 3 clusters Score -3518566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 27669 members 
Entering Unmasked Estep 
Score: -3518571.750000 Penalty: 3053.649170
	Iteration 63Q: 3 clusters Score -3518572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 27676 members 
Entering Unmasked Estep 
Score: -3518566.750000 Penalty: 3053.649170
	Iteration 64Q: 3 clusters Score -3518567 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 27689 members 
Entering Unmasked Estep 
Score: -3518574.000000 Penalty: 3053.649170
	Iteration 65Q: 3 clusters Score -3518574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 27698 members 
Entering Unmasked Estep 
Score: -3518587.000000 Penalty: 3053.649170
	Iteration 66Q: 3 clusters Score -3518587 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 27704 members 
Entering Unmasked Estep 
Score: -3518587.750000 Penalty: 3053.649170
	Iteration 67Q: 3 clusters Score -3518588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 27710 members 
Entering Unmasked Estep 
Score: -3518596.000000 Penalty: 3053.649170
	Iteration 68Q: 3 clusters Score -3518596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 27714 members 
Entering Unmasked Estep 
Score: -3518596.500000 Penalty: 3053.649170
	Iteration 69Q: 3 clusters Score -3518596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 27716 members 
Entering Unmasked Estep 
Score: -3518598.750000 Penalty: 3053.649170
	Iteration 70Q: 3 clusters Score -3518599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 27720 members 
Entering Unmasked Estep 
Score: -3518600.500000 Penalty: 3053.649170
	Iteration 71Q: 3 clusters Score -3518600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 27722 members 
Entering Unmasked Estep 
Score: -3518596.500000 Penalty: 3053.649170
	Iteration 72Q: 3 clusters Score -3518596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 27724 members 
Entering Unmasked Estep 
Score: -3518600.500000 Penalty: 3053.649170
	Iteration 73Q: 3 clusters Score -3518600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -3518599.250000 Penalty: 3053.649170
	Iteration 74Q: 3 clusters Score -3518599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -3518599.250000 Penalty: 3053.649170
	Iteration 75F: 3 clusters Score -3518599 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (50667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50667 members 
Entering Unmasked Estep 
Score: -6372134.000000 Penalty: 1611.954834
	Iteration 0F: 2 clusters Score -6372134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 25359 members 
Entering Unmasked Estep 
Score: -6340095.000000 Penalty: 3223.909668
	Iteration 0F: 3 clusters Score -6340095 nChanged 23357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25705 members 
Mstep: Class 2 contains 24962 members 
Entering Unmasked Estep 
Score: -6353278.000000 Penalty: 3223.909668
	Iteration 1F: 3 clusters Score -6353278 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26056 members 
Mstep: Class 2 contains 24611 members 
Entering Unmasked Estep 
Score: -6354151.000000 Penalty: 3223.909668
	Iteration 2Q: 3 clusters Score -6354151 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26578 members 
Mstep: Class 2 contains 24089 members 
Entering Unmasked Estep 
Score: -6355037.000000 Penalty: 3223.909668
	Iteration 3Q: 3 clusters Score -6355037 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27314 members 
Mstep: Class 2 contains 23353 members 
Entering Unmasked Estep 
Score: -6356071.500000 Penalty: 3223.909668
	Iteration 4Q: 3 clusters Score -6356072 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28257 members 
Mstep: Class 2 contains 22410 members 
Entering Unmasked Estep 
Score: -6357142.000000 Penalty: 3223.909668
	Iteration 5Q: 3 clusters Score -6357142 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29388 members 
Mstep: Class 2 contains 21279 members 
Entering Unmasked Estep 
Score: -6358087.000000 Penalty: 3223.909668
	Iteration 6Q: 3 clusters Score -6358087 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30707 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -6359063.000000 Penalty: 3223.909668
	Iteration 7Q: 3 clusters Score -6359063 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32213 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -6359962.000000 Penalty: 3223.909668
	Iteration 8Q: 3 clusters Score -6359962 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33909 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -6360883.000000 Penalty: 3223.909668
	Iteration 9Q: 3 clusters Score -6360883 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35889 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -6361976.000000 Penalty: 3223.909668
	Iteration 10Q: 3 clusters Score -6361976 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38115 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -6363163.000000 Penalty: 3223.909668
	Iteration 11Q: 3 clusters Score -6363163 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40383 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -6364411.000000 Penalty: 3223.909668
	Iteration 12Q: 3 clusters Score -6364411 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42647 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -6365957.000000 Penalty: 3223.909668
	Iteration 13Q: 3 clusters Score -6365957 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44726 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -6367534.500000 Penalty: 3223.909668
	Iteration 14Q: 3 clusters Score -6367534 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46377 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -6369045.000000 Penalty: 3223.909668
	Iteration 15Q: 3 clusters Score -6369045 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47303 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -6370008.500000 Penalty: 3223.909668
	Iteration 16Q: 3 clusters Score -6370008 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47710 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -6370370.000000 Penalty: 3223.909668
	Iteration 17Q: 3 clusters Score -6370370 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47943 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -6370552.500000 Penalty: 3223.909668
	Iteration 18Q: 3 clusters Score -6370552 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48118 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -6370687.000000 Penalty: 3223.909668
	Iteration 19Q: 3 clusters Score -6370687 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48234 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -6370779.500000 Penalty: 3223.909668
	Iteration 20F: 3 clusters Score -6370780 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48311 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -6370822.500000 Penalty: 3223.909668
	Iteration 21Q: 3 clusters Score -6370822 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48374 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -6370866.000000 Penalty: 3223.909668
	Iteration 22Q: 3 clusters Score -6370866 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48421 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -6370914.000000 Penalty: 3223.909668
	Iteration 23Q: 3 clusters Score -6370914 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48467 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -6370948.000000 Penalty: 3223.909668
	Iteration 24Q: 3 clusters Score -6370948 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48514 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -6370968.000000 Penalty: 3223.909668
	Iteration 25Q: 3 clusters Score -6370968 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48557 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -6370983.000000 Penalty: 3223.909668
	Iteration 26Q: 3 clusters Score -6370983 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48576 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -6371000.000000 Penalty: 3223.909668
	Iteration 27Q: 3 clusters Score -6371000 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48605 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -6371028.500000 Penalty: 3223.909668
	Iteration 28Q: 3 clusters Score -6371028 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48607 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -6371056.500000 Penalty: 3223.909668
	Iteration 29Q: 3 clusters Score -6371056 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48619 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -6371076.500000 Penalty: 3223.909668
	Iteration 30Q: 3 clusters Score -6371076 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48624 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -6371094.500000 Penalty: 3223.909668
	Iteration 31Q: 3 clusters Score -6371094 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48608 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -6371133.500000 Penalty: 3223.909668
	Iteration 32Q: 3 clusters Score -6371134 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48606 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -6371161.500000 Penalty: 3223.909668
	Iteration 33Q: 3 clusters Score -6371162 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48602 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -6371174.500000 Penalty: 3223.909668
	Iteration 34Q: 3 clusters Score -6371174 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48600 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -6371182.500000 Penalty: 3223.909668
	Iteration 35Q: 3 clusters Score -6371182 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48593 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -6371198.000000 Penalty: 3223.909668
	Iteration 36Q: 3 clusters Score -6371198 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48593 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -6371222.500000 Penalty: 3223.909668
	Iteration 37Q: 3 clusters Score -6371222 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48589 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -6371230.000000 Penalty: 3223.909668
	Iteration 38Q: 3 clusters Score -6371230 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48595 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -6371234.500000 Penalty: 3223.909668
	Iteration 39Q: 3 clusters Score -6371234 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48593 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -6371241.500000 Penalty: 3223.909668
	Iteration 40F: 3 clusters Score -6371242 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48577 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -6371258.000000 Penalty: 3223.909668
	Iteration 41Q: 3 clusters Score -6371258 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48565 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -6371267.500000 Penalty: 3223.909668
	Iteration 42Q: 3 clusters Score -6371268 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48547 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -6371283.000000 Penalty: 3223.909668
	Iteration 43Q: 3 clusters Score -6371283 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48536 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -6371297.000000 Penalty: 3223.909668
	Iteration 44Q: 3 clusters Score -6371297 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48524 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -6371299.000000 Penalty: 3223.909668
	Iteration 45Q: 3 clusters Score -6371299 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48521 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -6371302.500000 Penalty: 3223.909668
	Iteration 46Q: 3 clusters Score -6371302 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48523 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -6371309.500000 Penalty: 3223.909668
	Iteration 47Q: 3 clusters Score -6371310 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48517 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -6371302.000000 Penalty: 3223.909668
	Iteration 48Q: 3 clusters Score -6371302 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48508 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -6371317.000000 Penalty: 3223.909668
	Iteration 49Q: 3 clusters Score -6371317 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48506 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -6371311.500000 Penalty: 3223.909668
	Iteration 50Q: 3 clusters Score -6371312 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48509 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -6371327.500000 Penalty: 3223.909668
	Iteration 51Q: 3 clusters Score -6371328 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48513 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -6371333.000000 Penalty: 3223.909668
	Iteration 52Q: 3 clusters Score -6371333 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48515 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -6371334.500000 Penalty: 3223.909668
	Iteration 53Q: 3 clusters Score -6371334 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48511 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -6371343.000000 Penalty: 3223.909668
	Iteration 54Q: 3 clusters Score -6371343 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48517 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -6371335.500000 Penalty: 3223.909668
	Iteration 55Q: 3 clusters Score -6371336 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48510 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -6371333.000000 Penalty: 3223.909668
	Iteration 56Q: 3 clusters Score -6371333 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48504 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -6371338.000000 Penalty: 3223.909668
	Iteration 57Q: 3 clusters Score -6371338 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48495 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -6371349.000000 Penalty: 3223.909668
	Iteration 58Q: 3 clusters Score -6371349 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48495 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -6371346.500000 Penalty: 3223.909668
	Iteration 59Q: 3 clusters Score -6371346 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48496 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -6371352.000000 Penalty: 3223.909668
	Iteration 60F: 3 clusters Score -6371352 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48499 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -6371352.000000 Penalty: 3223.909668
	Iteration 61Q: 3 clusters Score -6371352 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48500 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -6371360.000000 Penalty: 3223.909668
	Iteration 62Q: 3 clusters Score -6371360 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48504 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -6371360.000000 Penalty: 3223.909668
	Iteration 63Q: 3 clusters Score -6371360 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48507 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -6371371.000000 Penalty: 3223.909668
	Iteration 64Q: 3 clusters Score -6371371 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48513 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -6371366.000000 Penalty: 3223.909668
	Iteration 65Q: 3 clusters Score -6371366 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48506 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -6371367.500000 Penalty: 3223.909668
	Iteration 66Q: 3 clusters Score -6371368 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48504 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -6371368.500000 Penalty: 3223.909668
	Iteration 67Q: 3 clusters Score -6371368 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48510 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -6371382.000000 Penalty: 3223.909668
	Iteration 68Q: 3 clusters Score -6371382 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48509 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -6371397.500000 Penalty: 3223.909668
	Iteration 69Q: 3 clusters Score -6371398 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48505 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -6371393.500000 Penalty: 3223.909668
	Iteration 70Q: 3 clusters Score -6371394 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48496 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -6371421.000000 Penalty: 3223.909668
	Iteration 71Q: 3 clusters Score -6371421 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48489 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -6371424.000000 Penalty: 3223.909668
	Iteration 72Q: 3 clusters Score -6371424 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48481 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -6371425.000000 Penalty: 3223.909668
	Iteration 73Q: 3 clusters Score -6371425 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48480 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -6371425.500000 Penalty: 3223.909668
	Iteration 74Q: 3 clusters Score -6371426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48479 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -6371429.000000 Penalty: 3223.909668
	Iteration 75Q: 3 clusters Score -6371429 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48487 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -6371427.000000 Penalty: 3223.909668
	Iteration 76Q: 3 clusters Score -6371427 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48487 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -6371430.000000 Penalty: 3223.909668
	Iteration 77Q: 3 clusters Score -6371430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48485 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -6371431.000000 Penalty: 3223.909668
	Iteration 78Q: 3 clusters Score -6371431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48484 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -6371433.500000 Penalty: 3223.909668
	Iteration 79Q: 3 clusters Score -6371434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48486 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -6371441.500000 Penalty: 3223.909668
	Iteration 80F: 3 clusters Score -6371442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48487 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -6371442.000000 Penalty: 3223.909668
	Iteration 81Q: 3 clusters Score -6371442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48487 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -6371449.000000 Penalty: 3223.909668
	Iteration 82Q: 3 clusters Score -6371449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48488 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -6371440.500000 Penalty: 3223.909668
	Iteration 83Q: 3 clusters Score -6371440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48485 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -6371451.000000 Penalty: 3223.909668
	Iteration 84Q: 3 clusters Score -6371451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48485 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -6371451.000000 Penalty: 3223.909668
	Iteration 85F: 3 clusters Score -6371451 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Entering Unmasked Estep 
Score: -687779.375000 Penalty: 1291.329834
	Iteration 0F: 2 clusters Score -687779.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -683591.687500 Penalty: 2582.659668
	Iteration 0F: 3 clusters Score -683591.7 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -684910.875000 Penalty: 2582.659668
	Iteration 1F: 3 clusters Score -684910.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -685099.125000 Penalty: 2582.659668
	Iteration 2F: 3 clusters Score -685099.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -685251.125000 Penalty: 2582.659668
	Iteration 3Q: 3 clusters Score -685251.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -685361.562500 Penalty: 2582.659668
	Iteration 4Q: 3 clusters Score -685361.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -685476.312500 Penalty: 2582.659668
	Iteration 5Q: 3 clusters Score -685476.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -685596.562500 Penalty: 2582.659668
	Iteration 6Q: 3 clusters Score -685596.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -685696.187500 Penalty: 2582.659668
	Iteration 7Q: 3 clusters Score -685696.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -685804.375000 Penalty: 2582.659668
	Iteration 8Q: 3 clusters Score -685804.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -685933.125000 Penalty: 2582.659668
	Iteration 9Q: 3 clusters Score -685933.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -686101.812500 Penalty: 2582.659668
	Iteration 10Q: 3 clusters Score -686101.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -686300.625000 Penalty: 2582.659668
	Iteration 11Q: 3 clusters Score -686300.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -686474.562500 Penalty: 2582.659668
	Iteration 12Q: 3 clusters Score -686474.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -686620.187500 Penalty: 2582.659668
	Iteration 13Q: 3 clusters Score -686620.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -686780.250000 Penalty: 2582.659668
	Iteration 14Q: 3 clusters Score -686780.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -686912.375000 Penalty: 2582.659668
	Iteration 15Q: 3 clusters Score -686912.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -686985.125000 Penalty: 2582.659668
	Iteration 16Q: 3 clusters Score -686985.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -687034.875000 Penalty: 2582.659668
	Iteration 17Q: 3 clusters Score -687034.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -687078.875000 Penalty: 2582.659668
	Iteration 18Q: 3 clusters Score -687078.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -687110.250000 Penalty: 2582.659668
	Iteration 19Q: 3 clusters Score -687110.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -687136.875000 Penalty: 2582.659668
	Iteration 20F: 3 clusters Score -687136.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -687153.187500 Penalty: 2582.659668
	Iteration 21Q: 3 clusters Score -687153.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -687166.312500 Penalty: 2582.659668
	Iteration 22Q: 3 clusters Score -687166.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -687169.500000 Penalty: 2582.659668
	Iteration 23Q: 3 clusters Score -687169.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -687175.500000 Penalty: 2582.659668
	Iteration 24Q: 3 clusters Score -687175.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -687179.687500 Penalty: 2582.659668
	Iteration 25Q: 3 clusters Score -687179.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -687182.875000 Penalty: 2582.659668
	Iteration 26Q: 3 clusters Score -687182.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -687186.812500 Penalty: 2582.659668
	Iteration 27Q: 3 clusters Score -687186.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -687188.375000 Penalty: 2582.659668
	Iteration 28Q: 3 clusters Score -687188.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -687191.375000 Penalty: 2582.659668
	Iteration 29Q: 3 clusters Score -687191.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -687191.812500 Penalty: 2582.659668
	Iteration 30Q: 3 clusters Score -687191.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -687195.187500 Penalty: 2582.659668
	Iteration 31Q: 3 clusters Score -687195.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -687197.312500 Penalty: 2582.659668
	Iteration 32Q: 3 clusters Score -687197.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -687198.437500 Penalty: 2582.659668
	Iteration 33Q: 3 clusters Score -687198.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -687198.250000 Penalty: 2582.659668
	Iteration 34Q: 3 clusters Score -687198.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -687199.250000 Penalty: 2582.659668
	Iteration 35Q: 3 clusters Score -687199.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -687197.187500 Penalty: 2582.659668
	Iteration 36Q: 3 clusters Score -687197.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -687197.687500 Penalty: 2582.659668
	Iteration 37Q: 3 clusters Score -687197.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -687198.375000 Penalty: 2582.659668
	Iteration 38Q: 3 clusters Score -687198.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -687199.312500 Penalty: 2582.659668
	Iteration 39Q: 3 clusters Score -687199.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -687199.812500 Penalty: 2582.659668
	Iteration 40F: 3 clusters Score -687199.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -687200.062500 Penalty: 2582.659668
	Iteration 41Q: 3 clusters Score -687200.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -687200.812500 Penalty: 2582.659668
	Iteration 42Q: 3 clusters Score -687200.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -687200.812500 Penalty: 2582.659668
	Iteration 43F: 3 clusters Score -687200.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (76312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76312 members 
Entering Unmasked Estep 
Score: -9722722.000000 Penalty: 1672.896729
	Iteration 0F: 2 clusters Score -9722722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38077 members 
Mstep: Class 2 contains 38235 members 
Entering Unmasked Estep 
Score: -9677972.000000 Penalty: 3345.793457
	Iteration 0F: 3 clusters Score -9677972 nChanged 35796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36389 members 
Mstep: Class 2 contains 39923 members 
Entering Unmasked Estep 
Score: -9698554.000000 Penalty: 3345.793457
	Iteration 1F: 3 clusters Score -9698554 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35445 members 
Mstep: Class 2 contains 40867 members 
Entering Unmasked Estep 
Score: -9699423.000000 Penalty: 3345.793457
	Iteration 2Q: 3 clusters Score -9699423 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34174 members 
Mstep: Class 2 contains 42138 members 
Entering Unmasked Estep 
Score: -9700349.000000 Penalty: 3345.793457
	Iteration 3Q: 3 clusters Score -9700349 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32426 members 
Mstep: Class 2 contains 43886 members 
Entering Unmasked Estep 
Score: -9701471.000000 Penalty: 3345.793457
	Iteration 4Q: 3 clusters Score -9701471 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30208 members 
Mstep: Class 2 contains 46104 members 
Entering Unmasked Estep 
Score: -9702781.000000 Penalty: 3345.793457
	Iteration 5Q: 3 clusters Score -9702781 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27487 members 
Mstep: Class 2 contains 48825 members 
Entering Unmasked Estep 
Score: -9704351.000000 Penalty: 3345.793457
	Iteration 6F: 3 clusters Score -9704351 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24458 members 
Mstep: Class 2 contains 51854 members 
Entering Unmasked Estep 
Score: -9705871.000000 Penalty: 3345.793457
	Iteration 7F: 3 clusters Score -9705871 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 55186 members 
Entering Unmasked Estep 
Score: -9707721.000000 Penalty: 3345.793457
	Iteration 8F: 3 clusters Score -9707721 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 58717 members 
Entering Unmasked Estep 
Score: -9709495.000000 Penalty: 3345.793457
	Iteration 9Q: 3 clusters Score -9709495 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 62393 members 
Entering Unmasked Estep 
Score: -9711760.000000 Penalty: 3345.793457
	Iteration 10Q: 3 clusters Score -9711760 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 66044 members 
Entering Unmasked Estep 
Score: -9714314.000000 Penalty: 3345.793457
	Iteration 11Q: 3 clusters Score -9714314 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 69333 members 
Entering Unmasked Estep 
Score: -9716790.000000 Penalty: 3345.793457
	Iteration 12Q: 3 clusters Score -9716790 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 71994 members 
Entering Unmasked Estep 
Score: -9718797.000000 Penalty: 3345.793457
	Iteration 13Q: 3 clusters Score -9718797 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 73878 members 
Entering Unmasked Estep 
Score: -9720017.000000 Penalty: 3345.793457
	Iteration 14Q: 3 clusters Score -9720017 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 74977 members 
Entering Unmasked Estep 
Score: -9720731.000000 Penalty: 3345.793457
	Iteration 15Q: 3 clusters Score -9720731 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 75532 members 
Entering Unmasked Estep 
Score: -9721082.000000 Penalty: 3345.793457
	Iteration 16Q: 3 clusters Score -9721082 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 75777 members 
Entering Unmasked Estep 
Score: -9721286.000000 Penalty: 3345.793457
	Iteration 17Q: 3 clusters Score -9721286 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 75878 members 
Entering Unmasked Estep 
Score: -9721390.000000 Penalty: 3345.793457
	Iteration 18Q: 3 clusters Score -9721390 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 75914 members 
Entering Unmasked Estep 
Score: -9721434.000000 Penalty: 3345.793457
	Iteration 19Q: 3 clusters Score -9721434 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 75939 members 
Entering Unmasked Estep 
Score: -9721453.000000 Penalty: 3345.793457
	Iteration 20F: 3 clusters Score -9721453 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 75949 members 
Entering Unmasked Estep 
Score: -9721460.000000 Penalty: 3345.793457
	Iteration 21Q: 3 clusters Score -9721460 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 75952 members 
Entering Unmasked Estep 
Score: -9721473.000000 Penalty: 3345.793457
	Iteration 22Q: 3 clusters Score -9721473 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 75959 members 
Entering Unmasked Estep 
Score: -9721494.000000 Penalty: 3345.793457
	Iteration 23Q: 3 clusters Score -9721494 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 75961 members 
Entering Unmasked Estep 
Score: -9721507.000000 Penalty: 3345.793457
	Iteration 24Q: 3 clusters Score -9721507 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 75967 members 
Entering Unmasked Estep 
Score: -9721520.000000 Penalty: 3345.793457
	Iteration 25Q: 3 clusters Score -9721520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 75973 members 
Entering Unmasked Estep 
Score: -9721529.000000 Penalty: 3345.793457
	Iteration 26Q: 3 clusters Score -9721529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 75975 members 
Entering Unmasked Estep 
Score: -9721523.000000 Penalty: 3345.793457
	Iteration 27Q: 3 clusters Score -9721523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 75977 members 
Entering Unmasked Estep 
Score: -9721525.000000 Penalty: 3345.793457
	Iteration 28Q: 3 clusters Score -9721525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 75980 members 
Entering Unmasked Estep 
Score: -9721536.000000 Penalty: 3345.793457
	Iteration 29Q: 3 clusters Score -9721536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 75981 members 
Entering Unmasked Estep 
Score: -9721536.000000 Penalty: 3345.793457
	Iteration 30Q: 3 clusters Score -9721536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 75981 members 
Entering Unmasked Estep 
Score: -9721533.000000 Penalty: 3345.793457
	Iteration 31Q: 3 clusters Score -9721533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 75980 members 
Entering Unmasked Estep 
Score: -9721539.000000 Penalty: 3345.793457
	Iteration 32Q: 3 clusters Score -9721539 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 75980 members 
Entering Unmasked Estep 
Score: -9721539.000000 Penalty: 3345.793457
	Iteration 33F: 3 clusters Score -9721539 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (22447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22447 members 
Entering Unmasked Estep 
Score: -2849826.250000 Penalty: 1490.814209
	Iteration 0F: 2 clusters Score -2849826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -2835108.250000 Penalty: 2981.628418
	Iteration 0F: 3 clusters Score -2835108 nChanged 9918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -2840404.750000 Penalty: 2981.628418
	Iteration 1F: 3 clusters Score -2840405 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -2840822.000000 Penalty: 2981.628418
	Iteration 2Q: 3 clusters Score -2840822 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -2841234.750000 Penalty: 2981.628418
	Iteration 3Q: 3 clusters Score -2841235 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -2841645.500000 Penalty: 2981.628418
	Iteration 4Q: 3 clusters Score -2841646 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -2842106.500000 Penalty: 2981.628418
	Iteration 5Q: 3 clusters Score -2842106 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -2842763.000000 Penalty: 2981.628418
	Iteration 6F: 3 clusters Score -2842763 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -2843547.500000 Penalty: 2981.628418
	Iteration 7F: 3 clusters Score -2843548 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -2844496.000000 Penalty: 2981.628418
	Iteration 8F: 3 clusters Score -2844496 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -2845568.500000 Penalty: 2981.628418
	Iteration 9F: 3 clusters Score -2845568 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -2846552.250000 Penalty: 2981.628418
	Iteration 10F: 3 clusters Score -2846552 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -2847269.750000 Penalty: 2981.628418
	Iteration 11Q: 3 clusters Score -2847270 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 21256 members 
Entering Unmasked Estep 
Score: -2847776.500000 Penalty: 2981.628418
	Iteration 12Q: 3 clusters Score -2847776 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -2848084.750000 Penalty: 2981.628418
	Iteration 13Q: 3 clusters Score -2848085 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 21836 members 
Entering Unmasked Estep 
Score: -2848301.250000 Penalty: 2981.628418
	Iteration 14Q: 3 clusters Score -2848301 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 21949 members 
Entering Unmasked Estep 
Score: -2848434.500000 Penalty: 2981.628418
	Iteration 15Q: 3 clusters Score -2848434 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 22006 members 
Entering Unmasked Estep 
Score: -2848502.500000 Penalty: 2981.628418
	Iteration 16Q: 3 clusters Score -2848502 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 22043 members 
Entering Unmasked Estep 
Score: -2848547.000000 Penalty: 2981.628418
	Iteration 17Q: 3 clusters Score -2848547 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 22057 members 
Entering Unmasked Estep 
Score: -2848579.750000 Penalty: 2981.628418
	Iteration 18Q: 3 clusters Score -2848580 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 22068 members 
Entering Unmasked Estep 
Score: -2848590.500000 Penalty: 2981.628418
	Iteration 19Q: 3 clusters Score -2848590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -2848607.250000 Penalty: 2981.628418
	Iteration 20F: 3 clusters Score -2848607 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 22080 members 
Entering Unmasked Estep 
Score: -2848620.750000 Penalty: 2981.628418
	Iteration 21Q: 3 clusters Score -2848621 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 22089 members 
Entering Unmasked Estep 
Score: -2848627.500000 Penalty: 2981.628418
	Iteration 22Q: 3 clusters Score -2848628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -2848631.500000 Penalty: 2981.628418
	Iteration 23Q: 3 clusters Score -2848632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -2848632.250000 Penalty: 2981.628418
	Iteration 24Q: 3 clusters Score -2848632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 22093 members 
Entering Unmasked Estep 
Score: -2848632.000000 Penalty: 2981.628418
	Iteration 25Q: 3 clusters Score -2848632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -2848632.500000 Penalty: 2981.628418
	Iteration 26Q: 3 clusters Score -2848632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -2848636.250000 Penalty: 2981.628418
	Iteration 27Q: 3 clusters Score -2848636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -2848638.750000 Penalty: 2981.628418
	Iteration 28Q: 3 clusters Score -2848639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 22093 members 
Entering Unmasked Estep 
Score: -2848640.000000 Penalty: 2981.628418
	Iteration 29Q: 3 clusters Score -2848640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 22093 members 
Entering Unmasked Estep 
Score: -2848640.000000 Penalty: 2981.628418
	Iteration 30F: 3 clusters Score -2848640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Entering Unmasked Estep 
Score: -19219.488281 Penalty: 839.515808
	Iteration 0F: 2 clusters Score -19219.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -18566.109375 Penalty: 1679.031616
	Iteration 0F: 3 clusters Score -18566.11 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -18670.298828 Penalty: 1679.031616
	Iteration 1F: 3 clusters Score -18670.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -18749.761719 Penalty: 1679.031616
	Iteration 2F: 3 clusters Score -18749.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -18771.654297 Penalty: 1679.031616
	Iteration 3Q: 3 clusters Score -18771.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -18792.875000 Penalty: 1679.031616
	Iteration 4Q: 3 clusters Score -18792.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -18812.130859 Penalty: 1679.031616
	Iteration 5Q: 3 clusters Score -18812.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -18840.443359 Penalty: 1679.031616
	Iteration 6Q: 3 clusters Score -18840.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -18850.472656 Penalty: 1679.031616
	Iteration 7Q: 3 clusters Score -18850.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -18853.343750 Penalty: 1679.031616
	Iteration 8Q: 3 clusters Score -18853.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -18856.890625 Penalty: 1679.031616
	Iteration 9Q: 3 clusters Score -18856.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -18856.890625 Penalty: 1679.031616
	Iteration 10F: 3 clusters Score -18856.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Entering Unmasked Estep 
Score: -762121.312500 Penalty: 1302.830322
	Iteration 0F: 2 clusters Score -762121.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -757583.312500 Penalty: 2605.660645
	Iteration 0F: 3 clusters Score -757583.3 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -758977.812500 Penalty: 2605.660645
	Iteration 1F: 3 clusters Score -758977.8 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -759224.250000 Penalty: 2605.660645
	Iteration 2F: 3 clusters Score -759224.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -759396.187500 Penalty: 2605.660645
	Iteration 3F: 3 clusters Score -759396.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -759505.500000 Penalty: 2605.660645
	Iteration 4Q: 3 clusters Score -759505.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -759587.687500 Penalty: 2605.660645
	Iteration 5Q: 3 clusters Score -759587.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -759663.500000 Penalty: 2605.660645
	Iteration 6Q: 3 clusters Score -759663.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -759737.250000 Penalty: 2605.660645
	Iteration 7Q: 3 clusters Score -759737.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -759802.687500 Penalty: 2605.660645
	Iteration 8Q: 3 clusters Score -759802.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -759866.937500 Penalty: 2605.660645
	Iteration 9Q: 3 clusters Score -759866.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -759934.750000 Penalty: 2605.660645
	Iteration 10Q: 3 clusters Score -759934.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -760000.375000 Penalty: 2605.660645
	Iteration 11Q: 3 clusters Score -760000.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -760056.812500 Penalty: 2605.660645
	Iteration 12Q: 3 clusters Score -760056.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -760114.187500 Penalty: 2605.660645
	Iteration 13Q: 3 clusters Score -760114.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -760180.812500 Penalty: 2605.660645
	Iteration 14Q: 3 clusters Score -760180.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -760243.875000 Penalty: 2605.660645
	Iteration 15Q: 3 clusters Score -760243.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -760313.062500 Penalty: 2605.660645
	Iteration 16Q: 3 clusters Score -760313.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -760385.750000 Penalty: 2605.660645
	Iteration 17Q: 3 clusters Score -760385.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -760460.375000 Penalty: 2605.660645
	Iteration 18Q: 3 clusters Score -760460.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -760529.437500 Penalty: 2605.660645
	Iteration 19Q: 3 clusters Score -760529.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -760584.187500 Penalty: 2605.660645
	Iteration 20F: 3 clusters Score -760584.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -760644.312500 Penalty: 2605.660645
	Iteration 21Q: 3 clusters Score -760644.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -760701.125000 Penalty: 2605.660645
	Iteration 22Q: 3 clusters Score -760701.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -760737.062500 Penalty: 2605.660645
	Iteration 23Q: 3 clusters Score -760737.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -760771.812500 Penalty: 2605.660645
	Iteration 24Q: 3 clusters Score -760771.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -760807.312500 Penalty: 2605.660645
	Iteration 25Q: 3 clusters Score -760807.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -760835.500000 Penalty: 2605.660645
	Iteration 26Q: 3 clusters Score -760835.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -760862.750000 Penalty: 2605.660645
	Iteration 27Q: 3 clusters Score -760862.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -760893.250000 Penalty: 2605.660645
	Iteration 28Q: 3 clusters Score -760893.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -760924.687500 Penalty: 2605.660645
	Iteration 29Q: 3 clusters Score -760924.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -760955.562500 Penalty: 2605.660645
	Iteration 30Q: 3 clusters Score -760955.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -760987.125000 Penalty: 2605.660645
	Iteration 31Q: 3 clusters Score -760987.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -761014.062500 Penalty: 2605.660645
	Iteration 32Q: 3 clusters Score -761014.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -761040.687500 Penalty: 2605.660645
	Iteration 33Q: 3 clusters Score -761040.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -761061.625000 Penalty: 2605.660645
	Iteration 34Q: 3 clusters Score -761061.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -761073.937500 Penalty: 2605.660645
	Iteration 35Q: 3 clusters Score -761073.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -761087.312500 Penalty: 2605.660645
	Iteration 36Q: 3 clusters Score -761087.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -761097.000000 Penalty: 2605.660645
	Iteration 37Q: 3 clusters Score -761097 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -761103.875000 Penalty: 2605.660645
	Iteration 38Q: 3 clusters Score -761103.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -761114.437500 Penalty: 2605.660645
	Iteration 39Q: 3 clusters Score -761114.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -761122.375000 Penalty: 2605.660645
	Iteration 40F: 3 clusters Score -761122.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -761134.562500 Penalty: 2605.660645
	Iteration 41Q: 3 clusters Score -761134.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -761139.562500 Penalty: 2605.660645
	Iteration 42Q: 3 clusters Score -761139.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -761144.500000 Penalty: 2605.660645
	Iteration 43Q: 3 clusters Score -761144.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -761146.125000 Penalty: 2605.660645
	Iteration 44Q: 3 clusters Score -761146.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -761149.125000 Penalty: 2605.660645
	Iteration 45Q: 3 clusters Score -761149.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -761152.750000 Penalty: 2605.660645
	Iteration 46Q: 3 clusters Score -761152.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -761155.000000 Penalty: 2605.660645
	Iteration 47Q: 3 clusters Score -761155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -761156.375000 Penalty: 2605.660645
	Iteration 48Q: 3 clusters Score -761156.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -761159.312500 Penalty: 2605.660645
	Iteration 49Q: 3 clusters Score -761159.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -761160.125000 Penalty: 2605.660645
	Iteration 50Q: 3 clusters Score -761160.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -761160.812500 Penalty: 2605.660645
	Iteration 51Q: 3 clusters Score -761160.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -761161.062500 Penalty: 2605.660645
	Iteration 52Q: 3 clusters Score -761161.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -761162.000000 Penalty: 2605.660645
	Iteration 53Q: 3 clusters Score -761162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -761164.500000 Penalty: 2605.660645
	Iteration 54Q: 3 clusters Score -761164.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -761165.625000 Penalty: 2605.660645
	Iteration 55Q: 3 clusters Score -761165.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -761165.625000 Penalty: 2605.660645
	Iteration 56F: 3 clusters Score -761165.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (39105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39105 members 
Entering Unmasked Estep 
Score: -4824987.500000 Penalty: 1573.412109
	Iteration 0F: 2 clusters Score -4824988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -4799626.500000 Penalty: 3146.824219
	Iteration 0F: 3 clusters Score -4799626 nChanged 17863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -4809413.500000 Penalty: 3146.824219
	Iteration 1F: 3 clusters Score -4809414 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21847 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -4810224.000000 Penalty: 3146.824219
	Iteration 2Q: 3 clusters Score -4810224 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -4811243.500000 Penalty: 3146.824219
	Iteration 3F: 3 clusters Score -4811244 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24845 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -4812572.500000 Penalty: 3146.824219
	Iteration 4F: 3 clusters Score -4812572 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27160 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -4814492.000000 Penalty: 3146.824219
	Iteration 5F: 3 clusters Score -4814492 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29681 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -4816719.000000 Penalty: 3146.824219
	Iteration 6F: 3 clusters Score -4816719 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32167 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -4819009.000000 Penalty: 3146.824219
	Iteration 7F: 3 clusters Score -4819009 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34180 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -4820945.500000 Penalty: 3146.824219
	Iteration 8F: 3 clusters Score -4820946 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35541 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -4822386.000000 Penalty: 3146.824219
	Iteration 9Q: 3 clusters Score -4822386 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36243 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -4823213.000000 Penalty: 3146.824219
	Iteration 10Q: 3 clusters Score -4823213 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36641 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -4823648.000000 Penalty: 3146.824219
	Iteration 11Q: 3 clusters Score -4823648 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36887 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -4823880.500000 Penalty: 3146.824219
	Iteration 12Q: 3 clusters Score -4823880 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37048 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -4824003.500000 Penalty: 3146.824219
	Iteration 13Q: 3 clusters Score -4824004 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37181 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -4824114.000000 Penalty: 3146.824219
	Iteration 14Q: 3 clusters Score -4824114 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37275 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -4824180.000000 Penalty: 3146.824219
	Iteration 15Q: 3 clusters Score -4824180 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37348 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -4824211.500000 Penalty: 3146.824219
	Iteration 16Q: 3 clusters Score -4824212 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37392 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -4824233.500000 Penalty: 3146.824219
	Iteration 17Q: 3 clusters Score -4824234 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37426 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -4824244.000000 Penalty: 3146.824219
	Iteration 18Q: 3 clusters Score -4824244 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37445 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -4824249.500000 Penalty: 3146.824219
	Iteration 19Q: 3 clusters Score -4824250 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37465 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -4824267.000000 Penalty: 3146.824219
	Iteration 20F: 3 clusters Score -4824267 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37475 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -4824270.000000 Penalty: 3146.824219
	Iteration 21Q: 3 clusters Score -4824270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37483 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -4824275.500000 Penalty: 3146.824219
	Iteration 22Q: 3 clusters Score -4824276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37489 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -4824276.000000 Penalty: 3146.824219
	Iteration 23Q: 3 clusters Score -4824276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37494 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -4824276.000000 Penalty: 3146.824219
	Iteration 24Q: 3 clusters Score -4824276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37498 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -4824278.500000 Penalty: 3146.824219
	Iteration 25Q: 3 clusters Score -4824278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37504 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -4824270.500000 Penalty: 3146.824219
	Iteration 26Q: 3 clusters Score -4824270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37505 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -4824277.500000 Penalty: 3146.824219
	Iteration 27Q: 3 clusters Score -4824278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37508 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -4824279.000000 Penalty: 3146.824219
	Iteration 28Q: 3 clusters Score -4824279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37513 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -4824288.500000 Penalty: 3146.824219
	Iteration 29Q: 3 clusters Score -4824288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37518 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -4824294.500000 Penalty: 3146.824219
	Iteration 30Q: 3 clusters Score -4824294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37519 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -4824294.000000 Penalty: 3146.824219
	Iteration 31Q: 3 clusters Score -4824294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37521 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -4824298.000000 Penalty: 3146.824219
	Iteration 32Q: 3 clusters Score -4824298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37522 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -4824299.000000 Penalty: 3146.824219
	Iteration 33Q: 3 clusters Score -4824299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37525 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -4824295.500000 Penalty: 3146.824219
	Iteration 34Q: 3 clusters Score -4824296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37527 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -4824297.500000 Penalty: 3146.824219
	Iteration 35Q: 3 clusters Score -4824298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37527 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -4824297.500000 Penalty: 3146.824219
	Iteration 36F: 3 clusters Score -4824298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Entering Unmasked Estep 
Score: -241817.156250 Penalty: 1148.076782
	Iteration 0F: 2 clusters Score -241817.2 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 1140 members 
Entering Unmasked Estep 
Score: -239814.062500 Penalty: 2296.153564
	Iteration 0F: 3 clusters Score -239814.1 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -240364.578125 Penalty: 2296.153564
	Iteration 1F: 3 clusters Score -240364.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -240515.031250 Penalty: 2296.153564
	Iteration 2F: 3 clusters Score -240515 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -240595.421875 Penalty: 2296.153564
	Iteration 3Q: 3 clusters Score -240595.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -240647.765625 Penalty: 2296.153564
	Iteration 4Q: 3 clusters Score -240647.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -240700.828125 Penalty: 2296.153564
	Iteration 5Q: 3 clusters Score -240700.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -240752.968750 Penalty: 2296.153564
	Iteration 6Q: 3 clusters Score -240753 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -240797.406250 Penalty: 2296.153564
	Iteration 7Q: 3 clusters Score -240797.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -240841.078125 Penalty: 2296.153564
	Iteration 8Q: 3 clusters Score -240841.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -240881.671875 Penalty: 2296.153564
	Iteration 9Q: 3 clusters Score -240881.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -240912.984375 Penalty: 2296.153564
	Iteration 10Q: 3 clusters Score -240913 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -240931.921875 Penalty: 2296.153564
	Iteration 11Q: 3 clusters Score -240931.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -240946.171875 Penalty: 2296.153564
	Iteration 12Q: 3 clusters Score -240946.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -240962.937500 Penalty: 2296.153564
	Iteration 13Q: 3 clusters Score -240962.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -240979.921875 Penalty: 2296.153564
	Iteration 14Q: 3 clusters Score -240979.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -240994.421875 Penalty: 2296.153564
	Iteration 15Q: 3 clusters Score -240994.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -241003.578125 Penalty: 2296.153564
	Iteration 16Q: 3 clusters Score -241003.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -241011.265625 Penalty: 2296.153564
	Iteration 17Q: 3 clusters Score -241011.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -241016.843750 Penalty: 2296.153564
	Iteration 18Q: 3 clusters Score -241016.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -241024.609375 Penalty: 2296.153564
	Iteration 19Q: 3 clusters Score -241024.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -241027.078125 Penalty: 2296.153564
	Iteration 20F: 3 clusters Score -241027.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -241027.406250 Penalty: 2296.153564
	Iteration 21Q: 3 clusters Score -241027.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -241028.078125 Penalty: 2296.153564
	Iteration 22Q: 3 clusters Score -241028.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -241028.750000 Penalty: 2296.153564
	Iteration 23Q: 3 clusters Score -241028.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -241028.750000 Penalty: 2296.153564
	Iteration 24F: 3 clusters Score -241028.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Entering Unmasked Estep 
Score: -712075.875000 Penalty: 1284.752075
	Iteration 0F: 2 clusters Score -712075.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -708070.125000 Penalty: 2569.504150
	Iteration 0F: 3 clusters Score -708070.1 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -709277.250000 Penalty: 2569.504150
	Iteration 1F: 3 clusters Score -709277.2 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -709495.875000 Penalty: 2569.504150
	Iteration 2F: 3 clusters Score -709495.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -709610.750000 Penalty: 2569.504150
	Iteration 3Q: 3 clusters Score -709610.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -709683.125000 Penalty: 2569.504150
	Iteration 4Q: 3 clusters Score -709683.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -709728.562500 Penalty: 2569.504150
	Iteration 5Q: 3 clusters Score -709728.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -709760.312500 Penalty: 2569.504150
	Iteration 6Q: 3 clusters Score -709760.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -709782.312500 Penalty: 2569.504150
	Iteration 7Q: 3 clusters Score -709782.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -709801.062500 Penalty: 2569.504150
	Iteration 8Q: 3 clusters Score -709801.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -709822.437500 Penalty: 2569.504150
	Iteration 9Q: 3 clusters Score -709822.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -709837.375000 Penalty: 2569.504150
	Iteration 10Q: 3 clusters Score -709837.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -709852.687500 Penalty: 2569.504150
	Iteration 11Q: 3 clusters Score -709852.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -709866.062500 Penalty: 2569.504150
	Iteration 12Q: 3 clusters Score -709866.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -709874.250000 Penalty: 2569.504150
	Iteration 13Q: 3 clusters Score -709874.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -709883.812500 Penalty: 2569.504150
	Iteration 14Q: 3 clusters Score -709883.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -709890.750000 Penalty: 2569.504150
	Iteration 15Q: 3 clusters Score -709890.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -709902.687500 Penalty: 2569.504150
	Iteration 16Q: 3 clusters Score -709902.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -709910.062500 Penalty: 2569.504150
	Iteration 17Q: 3 clusters Score -709910.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -709917.812500 Penalty: 2569.504150
	Iteration 18Q: 3 clusters Score -709917.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -709931.000000 Penalty: 2569.504150
	Iteration 19Q: 3 clusters Score -709931 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -709950.625000 Penalty: 2569.504150
	Iteration 20F: 3 clusters Score -709950.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -709968.375000 Penalty: 2569.504150
	Iteration 21Q: 3 clusters Score -709968.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -709988.687500 Penalty: 2569.504150
	Iteration 22Q: 3 clusters Score -709988.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -710004.000000 Penalty: 2569.504150
	Iteration 23Q: 3 clusters Score -710004 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -710024.500000 Penalty: 2569.504150
	Iteration 24Q: 3 clusters Score -710024.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -710045.562500 Penalty: 2569.504150
	Iteration 25Q: 3 clusters Score -710045.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -710061.625000 Penalty: 2569.504150
	Iteration 26Q: 3 clusters Score -710061.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -710076.500000 Penalty: 2569.504150
	Iteration 27Q: 3 clusters Score -710076.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -710089.437500 Penalty: 2569.504150
	Iteration 28Q: 3 clusters Score -710089.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -710106.437500 Penalty: 2569.504150
	Iteration 29Q: 3 clusters Score -710106.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -710123.000000 Penalty: 2569.504150
	Iteration 30Q: 3 clusters Score -710123 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -710143.687500 Penalty: 2569.504150
	Iteration 31Q: 3 clusters Score -710143.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -710167.750000 Penalty: 2569.504150
	Iteration 32Q: 3 clusters Score -710167.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -710193.375000 Penalty: 2569.504150
	Iteration 33Q: 3 clusters Score -710193.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -710220.250000 Penalty: 2569.504150
	Iteration 34Q: 3 clusters Score -710220.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -710253.937500 Penalty: 2569.504150
	Iteration 35Q: 3 clusters Score -710253.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -710287.875000 Penalty: 2569.504150
	Iteration 36Q: 3 clusters Score -710287.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -710327.250000 Penalty: 2569.504150
	Iteration 37Q: 3 clusters Score -710327.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -710364.937500 Penalty: 2569.504150
	Iteration 38Q: 3 clusters Score -710364.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -710402.625000 Penalty: 2569.504150
	Iteration 39Q: 3 clusters Score -710402.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -710443.250000 Penalty: 2569.504150
	Iteration 40F: 3 clusters Score -710443.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -710481.500000 Penalty: 2569.504150
	Iteration 41Q: 3 clusters Score -710481.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -710531.687500 Penalty: 2569.504150
	Iteration 42Q: 3 clusters Score -710531.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -710564.062500 Penalty: 2569.504150
	Iteration 43Q: 3 clusters Score -710564.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -710597.625000 Penalty: 2569.504150
	Iteration 44Q: 3 clusters Score -710597.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -710633.937500 Penalty: 2569.504150
	Iteration 45Q: 3 clusters Score -710633.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -710678.812500 Penalty: 2569.504150
	Iteration 46Q: 3 clusters Score -710678.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -710714.500000 Penalty: 2569.504150
	Iteration 47Q: 3 clusters Score -710714.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -710744.750000 Penalty: 2569.504150
	Iteration 48Q: 3 clusters Score -710744.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -710779.500000 Penalty: 2569.504150
	Iteration 49Q: 3 clusters Score -710779.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -710808.125000 Penalty: 2569.504150
	Iteration 50Q: 3 clusters Score -710808.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -710839.437500 Penalty: 2569.504150
	Iteration 51Q: 3 clusters Score -710839.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -710859.562500 Penalty: 2569.504150
	Iteration 52Q: 3 clusters Score -710859.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -710874.875000 Penalty: 2569.504150
	Iteration 53Q: 3 clusters Score -710874.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -710895.125000 Penalty: 2569.504150
	Iteration 54Q: 3 clusters Score -710895.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -710913.125000 Penalty: 2569.504150
	Iteration 55Q: 3 clusters Score -710913.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -710932.062500 Penalty: 2569.504150
	Iteration 56Q: 3 clusters Score -710932.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -710951.062500 Penalty: 2569.504150
	Iteration 57Q: 3 clusters Score -710951.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -710973.750000 Penalty: 2569.504150
	Iteration 58Q: 3 clusters Score -710973.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -710986.562500 Penalty: 2569.504150
	Iteration 59Q: 3 clusters Score -710986.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -711000.125000 Penalty: 2569.504150
	Iteration 60F: 3 clusters Score -711000.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -711016.062500 Penalty: 2569.504150
	Iteration 61Q: 3 clusters Score -711016.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -711029.625000 Penalty: 2569.504150
	Iteration 62Q: 3 clusters Score -711029.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -711039.312500 Penalty: 2569.504150
	Iteration 63Q: 3 clusters Score -711039.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -711051.187500 Penalty: 2569.504150
	Iteration 64Q: 3 clusters Score -711051.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -711058.812500 Penalty: 2569.504150
	Iteration 65Q: 3 clusters Score -711058.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -711063.375000 Penalty: 2569.504150
	Iteration 66Q: 3 clusters Score -711063.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -711063.250000 Penalty: 2569.504150
	Iteration 67Q: 3 clusters Score -711063.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -711065.187500 Penalty: 2569.504150
	Iteration 68Q: 3 clusters Score -711065.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -711064.437500 Penalty: 2569.504150
	Iteration 69Q: 3 clusters Score -711064.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -711068.500000 Penalty: 2569.504150
	Iteration 70Q: 3 clusters Score -711068.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -711068.500000 Penalty: 2569.504150
	Iteration 71F: 3 clusters Score -711068.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (65434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65434 members 
Entering Unmasked Estep 
Score: -8160797.500000 Penalty: 1650.013062
	Iteration 0F: 2 clusters Score -8160798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32762 members 
Mstep: Class 2 contains 32672 members 
Entering Unmasked Estep 
Score: -8119796.000000 Penalty: 3300.026123
	Iteration 0F: 3 clusters Score -8119796 nChanged 30662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33606 members 
Mstep: Class 2 contains 31828 members 
Entering Unmasked Estep 
Score: -8136914.500000 Penalty: 3300.026123
	Iteration 1F: 3 clusters Score -8136914 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34164 members 
Mstep: Class 2 contains 31270 members 
Entering Unmasked Estep 
Score: -8137449.000000 Penalty: 3300.026123
	Iteration 2Q: 3 clusters Score -8137449 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34997 members 
Mstep: Class 2 contains 30437 members 
Entering Unmasked Estep 
Score: -8137904.500000 Penalty: 3300.026123
	Iteration 3Q: 3 clusters Score -8137904 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36236 members 
Mstep: Class 2 contains 29198 members 
Entering Unmasked Estep 
Score: -8138493.500000 Penalty: 3300.026123
	Iteration 4Q: 3 clusters Score -8138494 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38010 members 
Mstep: Class 2 contains 27424 members 
Entering Unmasked Estep 
Score: -8139233.000000 Penalty: 3300.026123
	Iteration 5Q: 3 clusters Score -8139233 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40385 members 
Mstep: Class 2 contains 25049 members 
Entering Unmasked Estep 
Score: -8140181.000000 Penalty: 3300.026123
	Iteration 6Q: 3 clusters Score -8140181 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43705 members 
Mstep: Class 2 contains 21729 members 
Entering Unmasked Estep 
Score: -8141853.500000 Penalty: 3300.026123
	Iteration 7F: 3 clusters Score -8141854 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47988 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -8144357.500000 Penalty: 3300.026123
	Iteration 8F: 3 clusters Score -8144358 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52877 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -8147774.500000 Penalty: 3300.026123
	Iteration 9F: 3 clusters Score -8147774 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57532 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -8151624.000000 Penalty: 3300.026123
	Iteration 10F: 3 clusters Score -8151624 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61239 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -8155082.500000 Penalty: 3300.026123
	Iteration 11F: 3 clusters Score -8155082 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63396 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -8157257.500000 Penalty: 3300.026123
	Iteration 12Q: 3 clusters Score -8157258 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64416 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -8158356.000000 Penalty: 3300.026123
	Iteration 13Q: 3 clusters Score -8158356 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64839 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -8158864.500000 Penalty: 3300.026123
	Iteration 14Q: 3 clusters Score -8158864 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64992 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -8159076.000000 Penalty: 3300.026123
	Iteration 15Q: 3 clusters Score -8159076 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65060 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -8159167.500000 Penalty: 3300.026123
	Iteration 16Q: 3 clusters Score -8159168 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65085 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -8159216.000000 Penalty: 3300.026123
	Iteration 17Q: 3 clusters Score -8159216 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65105 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -8159260.500000 Penalty: 3300.026123
	Iteration 18Q: 3 clusters Score -8159260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65118 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -8159283.000000 Penalty: 3300.026123
	Iteration 19Q: 3 clusters Score -8159283 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65130 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -8159305.500000 Penalty: 3300.026123
	Iteration 20F: 3 clusters Score -8159306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65143 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -8159333.000000 Penalty: 3300.026123
	Iteration 21Q: 3 clusters Score -8159333 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65147 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -8159346.500000 Penalty: 3300.026123
	Iteration 22Q: 3 clusters Score -8159346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65148 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -8159355.500000 Penalty: 3300.026123
	Iteration 23Q: 3 clusters Score -8159356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65148 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -8159362.500000 Penalty: 3300.026123
	Iteration 24Q: 3 clusters Score -8159362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65149 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -8159364.000000 Penalty: 3300.026123
	Iteration 25Q: 3 clusters Score -8159364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65149 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -8159364.000000 Penalty: 3300.026123
	Iteration 26F: 3 clusters Score -8159364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Entering Unmasked Estep 
Score: -1267336.125000 Penalty: 1376.963013
	Iteration 0F: 2 clusters Score -1267336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1260322.500000 Penalty: 2753.926025
	Iteration 0F: 3 clusters Score -1260322 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1262730.625000 Penalty: 2753.926025
	Iteration 1F: 3 clusters Score -1262731 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1263089.625000 Penalty: 2753.926025
	Iteration 2F: 3 clusters Score -1263090 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1263351.625000 Penalty: 2753.926025
	Iteration 3F: 3 clusters Score -1263352 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1263567.625000 Penalty: 2753.926025
	Iteration 4Q: 3 clusters Score -1263568 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1263754.375000 Penalty: 2753.926025
	Iteration 5Q: 3 clusters Score -1263754 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1263920.750000 Penalty: 2753.926025
	Iteration 6Q: 3 clusters Score -1263921 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1264089.500000 Penalty: 2753.926025
	Iteration 7Q: 3 clusters Score -1264090 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1264295.250000 Penalty: 2753.926025
	Iteration 8Q: 3 clusters Score -1264295 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1264532.375000 Penalty: 2753.926025
	Iteration 9Q: 3 clusters Score -1264532 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1264807.375000 Penalty: 2753.926025
	Iteration 10Q: 3 clusters Score -1264807 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1265065.125000 Penalty: 2753.926025
	Iteration 11Q: 3 clusters Score -1265065 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1265312.750000 Penalty: 2753.926025
	Iteration 12Q: 3 clusters Score -1265313 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1265584.625000 Penalty: 2753.926025
	Iteration 13Q: 3 clusters Score -1265585 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1265835.375000 Penalty: 2753.926025
	Iteration 14Q: 3 clusters Score -1265835 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1266041.375000 Penalty: 2753.926025
	Iteration 15Q: 3 clusters Score -1266041 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1266224.250000 Penalty: 2753.926025
	Iteration 16Q: 3 clusters Score -1266224 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1266365.750000 Penalty: 2753.926025
	Iteration 17Q: 3 clusters Score -1266366 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1266478.625000 Penalty: 2753.926025
	Iteration 18Q: 3 clusters Score -1266479 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1266553.125000 Penalty: 2753.926025
	Iteration 19Q: 3 clusters Score -1266553 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1266610.500000 Penalty: 2753.926025
	Iteration 20F: 3 clusters Score -1266610 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1266656.375000 Penalty: 2753.926025
	Iteration 21Q: 3 clusters Score -1266656 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1266694.250000 Penalty: 2753.926025
	Iteration 22Q: 3 clusters Score -1266694 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1266724.375000 Penalty: 2753.926025
	Iteration 23Q: 3 clusters Score -1266724 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1266751.625000 Penalty: 2753.926025
	Iteration 24Q: 3 clusters Score -1266752 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1266775.875000 Penalty: 2753.926025
	Iteration 25Q: 3 clusters Score -1266776 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1266791.750000 Penalty: 2753.926025
	Iteration 26Q: 3 clusters Score -1266792 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1266804.000000 Penalty: 2753.926025
	Iteration 27Q: 3 clusters Score -1266804 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1266811.125000 Penalty: 2753.926025
	Iteration 28Q: 3 clusters Score -1266811 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1266816.625000 Penalty: 2753.926025
	Iteration 29Q: 3 clusters Score -1266817 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1266821.000000 Penalty: 2753.926025
	Iteration 30Q: 3 clusters Score -1266821 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1266825.250000 Penalty: 2753.926025
	Iteration 31Q: 3 clusters Score -1266825 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1266826.000000 Penalty: 2753.926025
	Iteration 32Q: 3 clusters Score -1266826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1266827.375000 Penalty: 2753.926025
	Iteration 33Q: 3 clusters Score -1266827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1266828.625000 Penalty: 2753.926025
	Iteration 34Q: 3 clusters Score -1266829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1266828.750000 Penalty: 2753.926025
	Iteration 35Q: 3 clusters Score -1266829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1266829.000000 Penalty: 2753.926025
	Iteration 36Q: 3 clusters Score -1266829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1266828.125000 Penalty: 2753.926025
	Iteration 37Q: 3 clusters Score -1266828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1266830.125000 Penalty: 2753.926025
	Iteration 38Q: 3 clusters Score -1266830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1266830.000000 Penalty: 2753.926025
	Iteration 39Q: 3 clusters Score -1266830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1266830.000000 Penalty: 2753.926025
	Iteration 40F: 3 clusters Score -1266830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Entering Unmasked Estep 
Score: -1478115.375000 Penalty: 1394.672485
	Iteration 0F: 2 clusters Score -1478115 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1470261.500000 Penalty: 2789.344971
	Iteration 0F: 3 clusters Score -1470262 nChanged 4955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1472740.750000 Penalty: 2789.344971
	Iteration 1F: 3 clusters Score -1472741 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1473016.375000 Penalty: 2789.344971
	Iteration 2F: 3 clusters Score -1473016 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1473257.500000 Penalty: 2789.344971
	Iteration 3Q: 3 clusters Score -1473258 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1473424.625000 Penalty: 2789.344971
	Iteration 4Q: 3 clusters Score -1473425 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1473569.750000 Penalty: 2789.344971
	Iteration 5Q: 3 clusters Score -1473570 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1473678.375000 Penalty: 2789.344971
	Iteration 6Q: 3 clusters Score -1473678 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1473781.000000 Penalty: 2789.344971
	Iteration 7Q: 3 clusters Score -1473781 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1473854.500000 Penalty: 2789.344971
	Iteration 8Q: 3 clusters Score -1473854 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1473911.500000 Penalty: 2789.344971
	Iteration 9Q: 3 clusters Score -1473912 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1473967.000000 Penalty: 2789.344971
	Iteration 10Q: 3 clusters Score -1473967 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1474012.125000 Penalty: 2789.344971
	Iteration 11Q: 3 clusters Score -1474012 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1474050.375000 Penalty: 2789.344971
	Iteration 12Q: 3 clusters Score -1474050 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1474099.750000 Penalty: 2789.344971
	Iteration 13Q: 3 clusters Score -1474100 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1474149.500000 Penalty: 2789.344971
	Iteration 14Q: 3 clusters Score -1474150 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1474208.375000 Penalty: 2789.344971
	Iteration 15Q: 3 clusters Score -1474208 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1474279.000000 Penalty: 2789.344971
	Iteration 16Q: 3 clusters Score -1474279 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1474383.125000 Penalty: 2789.344971
	Iteration 17Q: 3 clusters Score -1474383 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1474505.250000 Penalty: 2789.344971
	Iteration 18Q: 3 clusters Score -1474505 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1474670.000000 Penalty: 2789.344971
	Iteration 19Q: 3 clusters Score -1474670 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1474893.625000 Penalty: 2789.344971
	Iteration 20F: 3 clusters Score -1474894 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1475177.125000 Penalty: 2789.344971
	Iteration 21Q: 3 clusters Score -1475177 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1475485.000000 Penalty: 2789.344971
	Iteration 22Q: 3 clusters Score -1475485 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -1475799.875000 Penalty: 2789.344971
	Iteration 23Q: 3 clusters Score -1475800 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1476134.875000 Penalty: 2789.344971
	Iteration 24Q: 3 clusters Score -1476135 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1476415.250000 Penalty: 2789.344971
	Iteration 25Q: 3 clusters Score -1476415 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -1476590.625000 Penalty: 2789.344971
	Iteration 26Q: 3 clusters Score -1476591 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -1476710.000000 Penalty: 2789.344971
	Iteration 27Q: 3 clusters Score -1476710 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -1476804.375000 Penalty: 2789.344971
	Iteration 28Q: 3 clusters Score -1476804 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -1476874.875000 Penalty: 2789.344971
	Iteration 29Q: 3 clusters Score -1476875 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -1476929.375000 Penalty: 2789.344971
	Iteration 30Q: 3 clusters Score -1476929 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -1476967.750000 Penalty: 2789.344971
	Iteration 31Q: 3 clusters Score -1476968 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -1476999.000000 Penalty: 2789.344971
	Iteration 32Q: 3 clusters Score -1476999 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -1477018.000000 Penalty: 2789.344971
	Iteration 33Q: 3 clusters Score -1477018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -1477033.250000 Penalty: 2789.344971
	Iteration 34Q: 3 clusters Score -1477033 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -1477047.875000 Penalty: 2789.344971
	Iteration 35Q: 3 clusters Score -1477048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -1477050.375000 Penalty: 2789.344971
	Iteration 36Q: 3 clusters Score -1477050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -1477065.000000 Penalty: 2789.344971
	Iteration 37Q: 3 clusters Score -1477065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -1477065.875000 Penalty: 2789.344971
	Iteration 38Q: 3 clusters Score -1477066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -1477068.875000 Penalty: 2789.344971
	Iteration 39Q: 3 clusters Score -1477069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -1477075.375000 Penalty: 2789.344971
	Iteration 40F: 3 clusters Score -1477075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -1477080.250000 Penalty: 2789.344971
	Iteration 41Q: 3 clusters Score -1477080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -1477085.250000 Penalty: 2789.344971
	Iteration 42Q: 3 clusters Score -1477085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -1477086.000000 Penalty: 2789.344971
	Iteration 43Q: 3 clusters Score -1477086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -1477088.250000 Penalty: 2789.344971
	Iteration 44Q: 3 clusters Score -1477088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -1477091.625000 Penalty: 2789.344971
	Iteration 45Q: 3 clusters Score -1477092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -1477091.625000 Penalty: 2789.344971
	Iteration 46F: 3 clusters Score -1477092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Entering Unmasked Estep 
Score: -445625.500000 Penalty: 1227.925293
	Iteration 0F: 2 clusters Score -445625.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -442668.937500 Penalty: 2455.850586
	Iteration 0F: 3 clusters Score -442668.9 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -443518.281250 Penalty: 2455.850586
	Iteration 1F: 3 clusters Score -443518.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -443727.062500 Penalty: 2455.850586
	Iteration 2F: 3 clusters Score -443727.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -443885.562500 Penalty: 2455.850586
	Iteration 3F: 3 clusters Score -443885.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -443988.843750 Penalty: 2455.850586
	Iteration 4Q: 3 clusters Score -443988.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -444071.437500 Penalty: 2455.850586
	Iteration 5Q: 3 clusters Score -444071.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -444145.875000 Penalty: 2455.850586
	Iteration 6Q: 3 clusters Score -444145.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -444216.250000 Penalty: 2455.850586
	Iteration 7Q: 3 clusters Score -444216.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -444280.000000 Penalty: 2455.850586
	Iteration 8Q: 3 clusters Score -444280 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -444333.093750 Penalty: 2455.850586
	Iteration 9Q: 3 clusters Score -444333.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -444374.562500 Penalty: 2455.850586
	Iteration 10Q: 3 clusters Score -444374.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -444417.531250 Penalty: 2455.850586
	Iteration 11Q: 3 clusters Score -444417.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -444457.812500 Penalty: 2455.850586
	Iteration 12Q: 3 clusters Score -444457.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -444495.187500 Penalty: 2455.850586
	Iteration 13Q: 3 clusters Score -444495.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -444530.093750 Penalty: 2455.850586
	Iteration 14Q: 3 clusters Score -444530.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -444570.437500 Penalty: 2455.850586
	Iteration 15Q: 3 clusters Score -444570.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -444608.468750 Penalty: 2455.850586
	Iteration 16Q: 3 clusters Score -444608.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -444637.687500 Penalty: 2455.850586
	Iteration 17Q: 3 clusters Score -444637.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -444662.843750 Penalty: 2455.850586
	Iteration 18Q: 3 clusters Score -444662.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -444686.062500 Penalty: 2455.850586
	Iteration 19Q: 3 clusters Score -444686.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -444706.218750 Penalty: 2455.850586
	Iteration 20F: 3 clusters Score -444706.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -444727.437500 Penalty: 2455.850586
	Iteration 21Q: 3 clusters Score -444727.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -444744.031250 Penalty: 2455.850586
	Iteration 22Q: 3 clusters Score -444744 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -444770.562500 Penalty: 2455.850586
	Iteration 23Q: 3 clusters Score -444770.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -444788.062500 Penalty: 2455.850586
	Iteration 24Q: 3 clusters Score -444788.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -444801.250000 Penalty: 2455.850586
	Iteration 25Q: 3 clusters Score -444801.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -444812.031250 Penalty: 2455.850586
	Iteration 26Q: 3 clusters Score -444812 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -444824.562500 Penalty: 2455.850586
	Iteration 27Q: 3 clusters Score -444824.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -444833.156250 Penalty: 2455.850586
	Iteration 28Q: 3 clusters Score -444833.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -444843.687500 Penalty: 2455.850586
	Iteration 29Q: 3 clusters Score -444843.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -444852.031250 Penalty: 2455.850586
	Iteration 30Q: 3 clusters Score -444852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -444859.437500 Penalty: 2455.850586
	Iteration 31Q: 3 clusters Score -444859.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -444871.562500 Penalty: 2455.850586
	Iteration 32Q: 3 clusters Score -444871.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -444896.031250 Penalty: 2455.850586
	Iteration 33Q: 3 clusters Score -444896 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -444912.312500 Penalty: 2455.850586
	Iteration 34Q: 3 clusters Score -444912.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -444925.718750 Penalty: 2455.850586
	Iteration 35Q: 3 clusters Score -444925.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -444933.218750 Penalty: 2455.850586
	Iteration 36Q: 3 clusters Score -444933.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -444939.500000 Penalty: 2455.850586
	Iteration 37Q: 3 clusters Score -444939.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -444940.968750 Penalty: 2455.850586
	Iteration 38Q: 3 clusters Score -444941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -444942.562500 Penalty: 2455.850586
	Iteration 39Q: 3 clusters Score -444942.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -444943.500000 Penalty: 2455.850586
	Iteration 40F: 3 clusters Score -444943.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -444944.312500 Penalty: 2455.850586
	Iteration 41Q: 3 clusters Score -444944.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -444945.343750 Penalty: 2455.850586
	Iteration 42Q: 3 clusters Score -444945.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -444946.281250 Penalty: 2455.850586
	Iteration 43Q: 3 clusters Score -444946.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -444946.156250 Penalty: 2455.850586
	Iteration 44Q: 3 clusters Score -444946.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -444946.843750 Penalty: 2455.850586
	Iteration 45Q: 3 clusters Score -444946.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -444948.468750 Penalty: 2455.850586
	Iteration 46Q: 3 clusters Score -444948.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -444950.250000 Penalty: 2455.850586
	Iteration 47Q: 3 clusters Score -444950.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -444952.500000 Penalty: 2455.850586
	Iteration 48Q: 3 clusters Score -444952.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -444954.781250 Penalty: 2455.850586
	Iteration 49Q: 3 clusters Score -444954.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -444955.406250 Penalty: 2455.850586
	Iteration 50Q: 3 clusters Score -444955.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -444957.750000 Penalty: 2455.850586
	Iteration 51Q: 3 clusters Score -444957.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -444958.062500 Penalty: 2455.850586
	Iteration 52Q: 3 clusters Score -444958.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -444958.031250 Penalty: 2455.850586
	Iteration 53Q: 3 clusters Score -444958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -444958.812500 Penalty: 2455.850586
	Iteration 54Q: 3 clusters Score -444958.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -444959.593750 Penalty: 2455.850586
	Iteration 55Q: 3 clusters Score -444959.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -444959.593750 Penalty: 2455.850586
	Iteration 56F: 3 clusters Score -444959.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (27943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27943 members 
Entering Unmasked Estep 
Score: -3269983.500000 Penalty: 1523.402832
	Iteration 0F: 2 clusters Score -3269984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -3251743.750000 Penalty: 3046.805664
	Iteration 0F: 3 clusters Score -3251744 nChanged 12641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -3258493.250000 Penalty: 3046.805664
	Iteration 1F: 3 clusters Score -3258493 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -3258936.250000 Penalty: 3046.805664
	Iteration 2Q: 3 clusters Score -3258936 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -3259277.250000 Penalty: 3046.805664
	Iteration 3Q: 3 clusters Score -3259277 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -3259591.250000 Penalty: 3046.805664
	Iteration 4Q: 3 clusters Score -3259591 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -3259898.500000 Penalty: 3046.805664
	Iteration 5Q: 3 clusters Score -3259898 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -3260215.500000 Penalty: 3046.805664
	Iteration 6Q: 3 clusters Score -3260216 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -3260588.000000 Penalty: 3046.805664
	Iteration 7Q: 3 clusters Score -3260588 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -3261081.250000 Penalty: 3046.805664
	Iteration 8Q: 3 clusters Score -3261081 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -3261645.000000 Penalty: 3046.805664
	Iteration 9Q: 3 clusters Score -3261645 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
Score: -3262493.500000 Penalty: 3046.805664
	Iteration 10F: 3 clusters Score -3262494 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -3263681.750000 Penalty: 3046.805664
	Iteration 11F: 3 clusters Score -3263682 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 23623 members 
Entering Unmasked Estep 
Score: -3265081.750000 Penalty: 3046.805664
	Iteration 12F: 3 clusters Score -3265082 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 25193 members 
Entering Unmasked Estep 
Score: -3266432.500000 Penalty: 3046.805664
	Iteration 13F: 3 clusters Score -3266432 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 26341 members 
Entering Unmasked Estep 
Score: -3267472.250000 Penalty: 3046.805664
	Iteration 14Q: 3 clusters Score -3267472 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 27007 members 
Entering Unmasked Estep 
Score: -3268077.000000 Penalty: 3046.805664
	Iteration 15Q: 3 clusters Score -3268077 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 27356 members 
Entering Unmasked Estep 
Score: -3268427.000000 Penalty: 3046.805664
	Iteration 16Q: 3 clusters Score -3268427 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 27499 members 
Entering Unmasked Estep 
Score: -3268604.250000 Penalty: 3046.805664
	Iteration 17Q: 3 clusters Score -3268604 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 27550 members 
Entering Unmasked Estep 
Score: -3268656.250000 Penalty: 3046.805664
	Iteration 18Q: 3 clusters Score -3268656 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 27575 members 
Entering Unmasked Estep 
Score: -3268695.250000 Penalty: 3046.805664
	Iteration 19Q: 3 clusters Score -3268695 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 27590 members 
Entering Unmasked Estep 
Score: -3268708.000000 Penalty: 3046.805664
	Iteration 20F: 3 clusters Score -3268708 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 27602 members 
Entering Unmasked Estep 
Score: -3268737.750000 Penalty: 3046.805664
	Iteration 21Q: 3 clusters Score -3268738 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 27608 members 
Entering Unmasked Estep 
Score: -3268754.000000 Penalty: 3046.805664
	Iteration 22Q: 3 clusters Score -3268754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 27614 members 
Entering Unmasked Estep 
Score: -3268767.750000 Penalty: 3046.805664
	Iteration 23Q: 3 clusters Score -3268768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 27618 members 
Entering Unmasked Estep 
Score: -3268788.000000 Penalty: 3046.805664
	Iteration 24Q: 3 clusters Score -3268788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 27616 members 
Entering Unmasked Estep 
Score: -3268797.000000 Penalty: 3046.805664
	Iteration 25Q: 3 clusters Score -3268797 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 27617 members 
Entering Unmasked Estep 
Score: -3268809.500000 Penalty: 3046.805664
	Iteration 26Q: 3 clusters Score -3268810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 27622 members 
Entering Unmasked Estep 
Score: -3268812.500000 Penalty: 3046.805664
	Iteration 27Q: 3 clusters Score -3268812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 27624 members 
Entering Unmasked Estep 
Score: -3268816.000000 Penalty: 3046.805664
	Iteration 28Q: 3 clusters Score -3268816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 27625 members 
Entering Unmasked Estep 
Score: -3268813.750000 Penalty: 3046.805664
	Iteration 29Q: 3 clusters Score -3268814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 27624 members 
Entering Unmasked Estep 
Score: -3268818.250000 Penalty: 3046.805664
	Iteration 30Q: 3 clusters Score -3268818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 27624 members 
Entering Unmasked Estep 
Score: -3268818.250000 Penalty: 3046.805664
	Iteration 31F: 3 clusters Score -3268818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Entering Unmasked Estep 
Score: -1185206.625000 Penalty: 1366.058350
	Iteration 0F: 2 clusters Score -1185207 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1178537.125000 Penalty: 2732.116699
	Iteration 0F: 3 clusters Score -1178537 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1180716.625000 Penalty: 2732.116699
	Iteration 1F: 3 clusters Score -1180717 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1181048.375000 Penalty: 2732.116699
	Iteration 2F: 3 clusters Score -1181048 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1181299.625000 Penalty: 2732.116699
	Iteration 3F: 3 clusters Score -1181300 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1181501.875000 Penalty: 2732.116699
	Iteration 4Q: 3 clusters Score -1181502 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1181681.875000 Penalty: 2732.116699
	Iteration 5Q: 3 clusters Score -1181682 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1181826.250000 Penalty: 2732.116699
	Iteration 6Q: 3 clusters Score -1181826 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1181980.375000 Penalty: 2732.116699
	Iteration 7Q: 3 clusters Score -1181980 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1182129.500000 Penalty: 2732.116699
	Iteration 8Q: 3 clusters Score -1182130 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1182254.250000 Penalty: 2732.116699
	Iteration 9Q: 3 clusters Score -1182254 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1182385.250000 Penalty: 2732.116699
	Iteration 10Q: 3 clusters Score -1182385 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1182531.125000 Penalty: 2732.116699
	Iteration 11Q: 3 clusters Score -1182531 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1182687.500000 Penalty: 2732.116699
	Iteration 12Q: 3 clusters Score -1182688 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1182861.375000 Penalty: 2732.116699
	Iteration 13Q: 3 clusters Score -1182861 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1183041.375000 Penalty: 2732.116699
	Iteration 14Q: 3 clusters Score -1183041 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1183205.000000 Penalty: 2732.116699
	Iteration 15Q: 3 clusters Score -1183205 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1183353.875000 Penalty: 2732.116699
	Iteration 16Q: 3 clusters Score -1183354 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1183496.250000 Penalty: 2732.116699
	Iteration 17Q: 3 clusters Score -1183496 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1183599.250000 Penalty: 2732.116699
	Iteration 18Q: 3 clusters Score -1183599 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1183694.500000 Penalty: 2732.116699
	Iteration 19Q: 3 clusters Score -1183694 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1183768.625000 Penalty: 2732.116699
	Iteration 20F: 3 clusters Score -1183769 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1183824.875000 Penalty: 2732.116699
	Iteration 21Q: 3 clusters Score -1183825 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1183889.875000 Penalty: 2732.116699
	Iteration 22Q: 3 clusters Score -1183890 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1183941.375000 Penalty: 2732.116699
	Iteration 23Q: 3 clusters Score -1183941 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1183963.500000 Penalty: 2732.116699
	Iteration 24Q: 3 clusters Score -1183964 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1183980.375000 Penalty: 2732.116699
	Iteration 25Q: 3 clusters Score -1183980 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1183995.750000 Penalty: 2732.116699
	Iteration 26Q: 3 clusters Score -1183996 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1184011.250000 Penalty: 2732.116699
	Iteration 27Q: 3 clusters Score -1184011 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1184031.750000 Penalty: 2732.116699
	Iteration 28Q: 3 clusters Score -1184032 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1184049.125000 Penalty: 2732.116699
	Iteration 29Q: 3 clusters Score -1184049 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -1184063.125000 Penalty: 2732.116699
	Iteration 30Q: 3 clusters Score -1184063 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1184075.500000 Penalty: 2732.116699
	Iteration 31Q: 3 clusters Score -1184076 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1184088.125000 Penalty: 2732.116699
	Iteration 32Q: 3 clusters Score -1184088 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1184100.125000 Penalty: 2732.116699
	Iteration 33Q: 3 clusters Score -1184100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1184104.875000 Penalty: 2732.116699
	Iteration 34Q: 3 clusters Score -1184105 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1184111.875000 Penalty: 2732.116699
	Iteration 35Q: 3 clusters Score -1184112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1184117.875000 Penalty: 2732.116699
	Iteration 36Q: 3 clusters Score -1184118 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1184120.375000 Penalty: 2732.116699
	Iteration 37Q: 3 clusters Score -1184120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1184127.750000 Penalty: 2732.116699
	Iteration 38Q: 3 clusters Score -1184128 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1184136.750000 Penalty: 2732.116699
	Iteration 39Q: 3 clusters Score -1184137 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1184143.750000 Penalty: 2732.116699
	Iteration 40F: 3 clusters Score -1184144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1184150.875000 Penalty: 2732.116699
	Iteration 41Q: 3 clusters Score -1184151 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1184158.125000 Penalty: 2732.116699
	Iteration 42Q: 3 clusters Score -1184158 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1184169.250000 Penalty: 2732.116699
	Iteration 43Q: 3 clusters Score -1184169 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1184178.500000 Penalty: 2732.116699
	Iteration 44Q: 3 clusters Score -1184178 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1184186.750000 Penalty: 2732.116699
	Iteration 45Q: 3 clusters Score -1184187 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1184190.875000 Penalty: 2732.116699
	Iteration 46Q: 3 clusters Score -1184191 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1184196.625000 Penalty: 2732.116699
	Iteration 47Q: 3 clusters Score -1184197 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1184200.000000 Penalty: 2732.116699
	Iteration 48Q: 3 clusters Score -1184200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1184203.625000 Penalty: 2732.116699
	Iteration 49Q: 3 clusters Score -1184204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1184206.625000 Penalty: 2732.116699
	Iteration 50Q: 3 clusters Score -1184207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1184210.375000 Penalty: 2732.116699
	Iteration 51Q: 3 clusters Score -1184210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1184212.875000 Penalty: 2732.116699
	Iteration 52Q: 3 clusters Score -1184213 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1184219.375000 Penalty: 2732.116699
	Iteration 53Q: 3 clusters Score -1184219 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1184222.375000 Penalty: 2732.116699
	Iteration 54Q: 3 clusters Score -1184222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1184232.375000 Penalty: 2732.116699
	Iteration 55Q: 3 clusters Score -1184232 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1184236.125000 Penalty: 2732.116699
	Iteration 56Q: 3 clusters Score -1184236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1184242.625000 Penalty: 2732.116699
	Iteration 57Q: 3 clusters Score -1184243 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1184253.625000 Penalty: 2732.116699
	Iteration 58Q: 3 clusters Score -1184254 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1184258.750000 Penalty: 2732.116699
	Iteration 59Q: 3 clusters Score -1184259 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1184265.125000 Penalty: 2732.116699
	Iteration 60F: 3 clusters Score -1184265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1184267.125000 Penalty: 2732.116699
	Iteration 61Q: 3 clusters Score -1184267 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1184276.500000 Penalty: 2732.116699
	Iteration 62Q: 3 clusters Score -1184276 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1184289.375000 Penalty: 2732.116699
	Iteration 63Q: 3 clusters Score -1184289 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1184301.250000 Penalty: 2732.116699
	Iteration 64Q: 3 clusters Score -1184301 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1184309.375000 Penalty: 2732.116699
	Iteration 65Q: 3 clusters Score -1184309 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1184330.375000 Penalty: 2732.116699
	Iteration 66Q: 3 clusters Score -1184330 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1184352.250000 Penalty: 2732.116699
	Iteration 67Q: 3 clusters Score -1184352 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1184378.750000 Penalty: 2732.116699
	Iteration 68Q: 3 clusters Score -1184379 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1184400.375000 Penalty: 2732.116699
	Iteration 69Q: 3 clusters Score -1184400 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1184415.250000 Penalty: 2732.116699
	Iteration 70Q: 3 clusters Score -1184415 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1184431.375000 Penalty: 2732.116699
	Iteration 71Q: 3 clusters Score -1184431 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1184440.625000 Penalty: 2732.116699
	Iteration 72Q: 3 clusters Score -1184441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1184440.750000 Penalty: 2732.116699
	Iteration 73Q: 3 clusters Score -1184441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1184444.625000 Penalty: 2732.116699
	Iteration 74Q: 3 clusters Score -1184445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1184444.250000 Penalty: 2732.116699
	Iteration 75Q: 3 clusters Score -1184444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1184444.500000 Penalty: 2732.116699
	Iteration 76Q: 3 clusters Score -1184444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1184443.375000 Penalty: 2732.116699
	Iteration 77Q: 3 clusters Score -1184443 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1184443.375000 Penalty: 2732.116699
	Iteration 78F: 3 clusters Score -1184443 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Entering Unmasked Estep 
Score: -29552.402344 Penalty: 861.090332
	Iteration 0F: 2 clusters Score -29552.4 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 168 members 
Entering Unmasked Estep 
Score: -28836.894531 Penalty: 1722.180664
	Iteration 0F: 3 clusters Score -28836.89 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -29076.332031 Penalty: 1722.180664
	Iteration 1F: 3 clusters Score -29076.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -29152.113281 Penalty: 1722.180664
	Iteration 2Q: 3 clusters Score -29152.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -29170.750000 Penalty: 1722.180664
	Iteration 3Q: 3 clusters Score -29170.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -29189.312500 Penalty: 1722.180664
	Iteration 4Q: 3 clusters Score -29189.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -29198.230469 Penalty: 1722.180664
	Iteration 5Q: 3 clusters Score -29198.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -29217.292969 Penalty: 1722.180664
	Iteration 6Q: 3 clusters Score -29217.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -29223.103516 Penalty: 1722.180664
	Iteration 7Q: 3 clusters Score -29223.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -29227.800781 Penalty: 1722.180664
	Iteration 8Q: 3 clusters Score -29227.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -29237.957031 Penalty: 1722.180664
	Iteration 9Q: 3 clusters Score -29237.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -29247.316406 Penalty: 1722.180664
	Iteration 10Q: 3 clusters Score -29247.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -29250.921875 Penalty: 1722.180664
	Iteration 11Q: 3 clusters Score -29250.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -29250.921875 Penalty: 1722.180664
	Iteration 12F: 3 clusters Score -29250.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Entering Unmasked Estep 
Score: -659882.250000 Penalty: 1281.621704
	Iteration 0F: 2 clusters Score -659882.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -655857.437500 Penalty: 2563.243408
	Iteration 0F: 3 clusters Score -655857.4 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -657106.250000 Penalty: 2563.243408
	Iteration 1F: 3 clusters Score -657106.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -657285.125000 Penalty: 2563.243408
	Iteration 2F: 3 clusters Score -657285.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -657401.000000 Penalty: 2563.243408
	Iteration 3Q: 3 clusters Score -657401 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -657499.875000 Penalty: 2563.243408
	Iteration 4Q: 3 clusters Score -657499.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -657606.687500 Penalty: 2563.243408
	Iteration 5Q: 3 clusters Score -657606.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -657703.750000 Penalty: 2563.243408
	Iteration 6Q: 3 clusters Score -657703.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -657785.562500 Penalty: 2563.243408
	Iteration 7Q: 3 clusters Score -657785.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -657843.937500 Penalty: 2563.243408
	Iteration 8Q: 3 clusters Score -657843.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -657898.875000 Penalty: 2563.243408
	Iteration 9Q: 3 clusters Score -657898.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -657944.875000 Penalty: 2563.243408
	Iteration 10Q: 3 clusters Score -657944.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -657984.437500 Penalty: 2563.243408
	Iteration 11Q: 3 clusters Score -657984.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -658029.500000 Penalty: 2563.243408
	Iteration 12Q: 3 clusters Score -658029.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -658071.125000 Penalty: 2563.243408
	Iteration 13Q: 3 clusters Score -658071.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -658122.437500 Penalty: 2563.243408
	Iteration 14Q: 3 clusters Score -658122.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -658167.562500 Penalty: 2563.243408
	Iteration 15Q: 3 clusters Score -658167.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -658209.250000 Penalty: 2563.243408
	Iteration 16Q: 3 clusters Score -658209.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -658248.312500 Penalty: 2563.243408
	Iteration 17Q: 3 clusters Score -658248.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -658286.812500 Penalty: 2563.243408
	Iteration 18Q: 3 clusters Score -658286.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -658324.687500 Penalty: 2563.243408
	Iteration 19Q: 3 clusters Score -658324.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -658359.437500 Penalty: 2563.243408
	Iteration 20F: 3 clusters Score -658359.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -658387.375000 Penalty: 2563.243408
	Iteration 21Q: 3 clusters Score -658387.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -658412.062500 Penalty: 2563.243408
	Iteration 22Q: 3 clusters Score -658412.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -658438.812500 Penalty: 2563.243408
	Iteration 23Q: 3 clusters Score -658438.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -658468.625000 Penalty: 2563.243408
	Iteration 24Q: 3 clusters Score -658468.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -658497.625000 Penalty: 2563.243408
	Iteration 25Q: 3 clusters Score -658497.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -658525.812500 Penalty: 2563.243408
	Iteration 26Q: 3 clusters Score -658525.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -658549.625000 Penalty: 2563.243408
	Iteration 27Q: 3 clusters Score -658549.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -658573.000000 Penalty: 2563.243408
	Iteration 28Q: 3 clusters Score -658573 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -658596.937500 Penalty: 2563.243408
	Iteration 29Q: 3 clusters Score -658596.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -658612.500000 Penalty: 2563.243408
	Iteration 30Q: 3 clusters Score -658612.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -658628.625000 Penalty: 2563.243408
	Iteration 31Q: 3 clusters Score -658628.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -658638.437500 Penalty: 2563.243408
	Iteration 32Q: 3 clusters Score -658638.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -658648.187500 Penalty: 2563.243408
	Iteration 33Q: 3 clusters Score -658648.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -658654.875000 Penalty: 2563.243408
	Iteration 34Q: 3 clusters Score -658654.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -658664.125000 Penalty: 2563.243408
	Iteration 35Q: 3 clusters Score -658664.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -658670.500000 Penalty: 2563.243408
	Iteration 36Q: 3 clusters Score -658670.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -658675.812500 Penalty: 2563.243408
	Iteration 37Q: 3 clusters Score -658675.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -658682.750000 Penalty: 2563.243408
	Iteration 38Q: 3 clusters Score -658682.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -658690.812500 Penalty: 2563.243408
	Iteration 39Q: 3 clusters Score -658690.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -658701.750000 Penalty: 2563.243408
	Iteration 40F: 3 clusters Score -658701.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -658711.000000 Penalty: 2563.243408
	Iteration 41Q: 3 clusters Score -658711 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -658722.187500 Penalty: 2563.243408
	Iteration 42Q: 3 clusters Score -658722.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -658732.937500 Penalty: 2563.243408
	Iteration 43Q: 3 clusters Score -658732.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -658738.500000 Penalty: 2563.243408
	Iteration 44Q: 3 clusters Score -658738.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -658742.062500 Penalty: 2563.243408
	Iteration 45Q: 3 clusters Score -658742.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -658744.250000 Penalty: 2563.243408
	Iteration 46Q: 3 clusters Score -658744.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -658748.562500 Penalty: 2563.243408
	Iteration 47Q: 3 clusters Score -658748.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -658751.187500 Penalty: 2563.243408
	Iteration 48Q: 3 clusters Score -658751.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -658757.562500 Penalty: 2563.243408
	Iteration 49Q: 3 clusters Score -658757.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -658760.375000 Penalty: 2563.243408
	Iteration 50Q: 3 clusters Score -658760.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -658762.625000 Penalty: 2563.243408
	Iteration 51Q: 3 clusters Score -658762.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -658765.000000 Penalty: 2563.243408
	Iteration 52Q: 3 clusters Score -658765 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -658767.000000 Penalty: 2563.243408
	Iteration 53Q: 3 clusters Score -658767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -658768.187500 Penalty: 2563.243408
	Iteration 54Q: 3 clusters Score -658768.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -658772.500000 Penalty: 2563.243408
	Iteration 55Q: 3 clusters Score -658772.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -658776.437500 Penalty: 2563.243408
	Iteration 56Q: 3 clusters Score -658776.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -658781.062500 Penalty: 2563.243408
	Iteration 57Q: 3 clusters Score -658781.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -658784.687500 Penalty: 2563.243408
	Iteration 58Q: 3 clusters Score -658784.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -658787.750000 Penalty: 2563.243408
	Iteration 59Q: 3 clusters Score -658787.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -658788.312500 Penalty: 2563.243408
	Iteration 60F: 3 clusters Score -658788.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -658791.875000 Penalty: 2563.243408
	Iteration 61Q: 3 clusters Score -658791.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -658792.375000 Penalty: 2563.243408
	Iteration 62Q: 3 clusters Score -658792.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -658792.875000 Penalty: 2563.243408
	Iteration 63Q: 3 clusters Score -658792.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -658794.000000 Penalty: 2563.243408
	Iteration 64Q: 3 clusters Score -658794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -658796.687500 Penalty: 2563.243408
	Iteration 65Q: 3 clusters Score -658796.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -658795.500000 Penalty: 2563.243408
	Iteration 66Q: 3 clusters Score -658795.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -658795.937500 Penalty: 2563.243408
	Iteration 67Q: 3 clusters Score -658795.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -658799.000000 Penalty: 2563.243408
	Iteration 68Q: 3 clusters Score -658799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -658800.187500 Penalty: 2563.243408
	Iteration 69Q: 3 clusters Score -658800.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -658807.000000 Penalty: 2563.243408
	Iteration 70Q: 3 clusters Score -658807 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -658814.250000 Penalty: 2563.243408
	Iteration 71Q: 3 clusters Score -658814.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -658820.687500 Penalty: 2563.243408
	Iteration 72Q: 3 clusters Score -658820.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -658825.562500 Penalty: 2563.243408
	Iteration 73Q: 3 clusters Score -658825.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -658825.750000 Penalty: 2563.243408
	Iteration 74Q: 3 clusters Score -658825.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -658828.125000 Penalty: 2563.243408
	Iteration 75Q: 3 clusters Score -658828.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -658829.437500 Penalty: 2563.243408
	Iteration 76Q: 3 clusters Score -658829.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -658830.187500 Penalty: 2563.243408
	Iteration 77Q: 3 clusters Score -658830.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -658831.625000 Penalty: 2563.243408
	Iteration 78Q: 3 clusters Score -658831.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -658832.312500 Penalty: 2563.243408
	Iteration 79Q: 3 clusters Score -658832.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -658832.875000 Penalty: 2563.243408
	Iteration 80F: 3 clusters Score -658832.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -658832.937500 Penalty: 2563.243408
	Iteration 81Q: 3 clusters Score -658832.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -658834.937500 Penalty: 2563.243408
	Iteration 82Q: 3 clusters Score -658834.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -658835.125000 Penalty: 2563.243408
	Iteration 83Q: 3 clusters Score -658835.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -658835.875000 Penalty: 2563.243408
	Iteration 84Q: 3 clusters Score -658835.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -658835.875000 Penalty: 2563.243408
	Iteration 85F: 3 clusters Score -658835.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (15284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Entering Unmasked Estep 
Score: -1885058.375000 Penalty: 1433.622803
	Iteration 0F: 2 clusters Score -1885058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1874971.375000 Penalty: 2867.245605
	Iteration 0F: 3 clusters Score -1874971 nChanged 6519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1878425.875000 Penalty: 2867.245605
	Iteration 1F: 3 clusters Score -1878426 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1878787.750000 Penalty: 2867.245605
	Iteration 2F: 3 clusters Score -1878788 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1879076.375000 Penalty: 2867.245605
	Iteration 3Q: 3 clusters Score -1879076 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1879324.625000 Penalty: 2867.245605
	Iteration 4Q: 3 clusters Score -1879325 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1879556.500000 Penalty: 2867.245605
	Iteration 5Q: 3 clusters Score -1879556 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1879774.750000 Penalty: 2867.245605
	Iteration 6Q: 3 clusters Score -1879775 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1880025.125000 Penalty: 2867.245605
	Iteration 7Q: 3 clusters Score -1880025 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1880284.125000 Penalty: 2867.245605
	Iteration 8Q: 3 clusters Score -1880284 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1880582.000000 Penalty: 2867.245605
	Iteration 9Q: 3 clusters Score -1880582 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1880904.125000 Penalty: 2867.245605
	Iteration 10Q: 3 clusters Score -1880904 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1881278.750000 Penalty: 2867.245605
	Iteration 11Q: 3 clusters Score -1881279 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1881638.625000 Penalty: 2867.245605
	Iteration 12Q: 3 clusters Score -1881639 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1881968.125000 Penalty: 2867.245605
	Iteration 13Q: 3 clusters Score -1881968 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1882229.250000 Penalty: 2867.245605
	Iteration 14Q: 3 clusters Score -1882229 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -1882410.125000 Penalty: 2867.245605
	Iteration 15Q: 3 clusters Score -1882410 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -1882562.375000 Penalty: 2867.245605
	Iteration 16Q: 3 clusters Score -1882562 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -1882712.375000 Penalty: 2867.245605
	Iteration 17Q: 3 clusters Score -1882712 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -1882839.375000 Penalty: 2867.245605
	Iteration 18Q: 3 clusters Score -1882839 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -1882949.250000 Penalty: 2867.245605
	Iteration 19Q: 3 clusters Score -1882949 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -1883045.250000 Penalty: 2867.245605
	Iteration 20F: 3 clusters Score -1883045 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -1883120.000000 Penalty: 2867.245605
	Iteration 21Q: 3 clusters Score -1883120 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -1883190.750000 Penalty: 2867.245605
	Iteration 22Q: 3 clusters Score -1883191 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -1883259.750000 Penalty: 2867.245605
	Iteration 23Q: 3 clusters Score -1883260 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -1883337.125000 Penalty: 2867.245605
	Iteration 24Q: 3 clusters Score -1883337 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -1883402.500000 Penalty: 2867.245605
	Iteration 25Q: 3 clusters Score -1883402 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -1883459.500000 Penalty: 2867.245605
	Iteration 26Q: 3 clusters Score -1883460 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -1883514.750000 Penalty: 2867.245605
	Iteration 27Q: 3 clusters Score -1883515 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -1883559.375000 Penalty: 2867.245605
	Iteration 28Q: 3 clusters Score -1883559 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -1883597.625000 Penalty: 2867.245605
	Iteration 29Q: 3 clusters Score -1883598 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -1883639.625000 Penalty: 2867.245605
	Iteration 30Q: 3 clusters Score -1883640 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -1883677.125000 Penalty: 2867.245605
	Iteration 31Q: 3 clusters Score -1883677 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -1883708.875000 Penalty: 2867.245605
	Iteration 32Q: 3 clusters Score -1883709 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -1883753.000000 Penalty: 2867.245605
	Iteration 33Q: 3 clusters Score -1883753 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -1883784.500000 Penalty: 2867.245605
	Iteration 34Q: 3 clusters Score -1883784 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -1883810.875000 Penalty: 2867.245605
	Iteration 35Q: 3 clusters Score -1883811 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -1883838.500000 Penalty: 2867.245605
	Iteration 36Q: 3 clusters Score -1883838 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -1883863.250000 Penalty: 2867.245605
	Iteration 37Q: 3 clusters Score -1883863 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -1883891.750000 Penalty: 2867.245605
	Iteration 38Q: 3 clusters Score -1883892 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -1883908.875000 Penalty: 2867.245605
	Iteration 39Q: 3 clusters Score -1883909 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -1883931.125000 Penalty: 2867.245605
	Iteration 40F: 3 clusters Score -1883931 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -1883938.375000 Penalty: 2867.245605
	Iteration 41Q: 3 clusters Score -1883938 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -1883949.625000 Penalty: 2867.245605
	Iteration 42Q: 3 clusters Score -1883950 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -1883954.500000 Penalty: 2867.245605
	Iteration 43Q: 3 clusters Score -1883954 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -1883962.625000 Penalty: 2867.245605
	Iteration 44Q: 3 clusters Score -1883963 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -1883968.250000 Penalty: 2867.245605
	Iteration 45Q: 3 clusters Score -1883968 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -1883978.250000 Penalty: 2867.245605
	Iteration 46Q: 3 clusters Score -1883978 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -1883982.250000 Penalty: 2867.245605
	Iteration 47Q: 3 clusters Score -1883982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -1883988.250000 Penalty: 2867.245605
	Iteration 48Q: 3 clusters Score -1883988 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -1883993.625000 Penalty: 2867.245605
	Iteration 49Q: 3 clusters Score -1883994 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -1884003.750000 Penalty: 2867.245605
	Iteration 50Q: 3 clusters Score -1884004 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -1884014.000000 Penalty: 2867.245605
	Iteration 51Q: 3 clusters Score -1884014 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -1884013.875000 Penalty: 2867.245605
	Iteration 52Q: 3 clusters Score -1884014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -1884016.125000 Penalty: 2867.245605
	Iteration 53Q: 3 clusters Score -1884016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -1884020.750000 Penalty: 2867.245605
	Iteration 54Q: 3 clusters Score -1884021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -1884022.625000 Penalty: 2867.245605
	Iteration 55Q: 3 clusters Score -1884023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -1884022.250000 Penalty: 2867.245605
	Iteration 56Q: 3 clusters Score -1884022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -1884022.875000 Penalty: 2867.245605
	Iteration 57Q: 3 clusters Score -1884023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -1884024.625000 Penalty: 2867.245605
	Iteration 58Q: 3 clusters Score -1884025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -1884028.625000 Penalty: 2867.245605
	Iteration 59Q: 3 clusters Score -1884029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -1884029.875000 Penalty: 2867.245605
	Iteration 60F: 3 clusters Score -1884030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (19409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Entering Unmasked Estep 
Score: -2459110.250000 Penalty: 1469.175659
	Iteration 0F: 2 clusters Score -2459110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -2446367.250000 Penalty: 2938.351318
	Iteration 0F: 3 clusters Score -2446367 nChanged 8599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -2450933.500000 Penalty: 2938.351318
	Iteration 1F: 3 clusters Score -2450934 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -2451356.500000 Penalty: 2938.351318
	Iteration 2F: 3 clusters Score -2451356 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -2451807.250000 Penalty: 2938.351318
	Iteration 3F: 3 clusters Score -2451807 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -2452299.250000 Penalty: 2938.351318
	Iteration 4F: 3 clusters Score -2452299 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -2452926.500000 Penalty: 2938.351318
	Iteration 5F: 3 clusters Score -2452926 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -2453688.250000 Penalty: 2938.351318
	Iteration 6F: 3 clusters Score -2453688 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -2454594.750000 Penalty: 2938.351318
	Iteration 7F: 3 clusters Score -2454595 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -2455499.000000 Penalty: 2938.351318
	Iteration 8F: 3 clusters Score -2455499 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -2456231.500000 Penalty: 2938.351318
	Iteration 9Q: 3 clusters Score -2456232 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2456778.250000 Penalty: 2938.351318
	Iteration 10Q: 3 clusters Score -2456778 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2457190.250000 Penalty: 2938.351318
	Iteration 11Q: 3 clusters Score -2457190 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2457457.000000 Penalty: 2938.351318
	Iteration 12Q: 3 clusters Score -2457457 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2457611.750000 Penalty: 2938.351318
	Iteration 13Q: 3 clusters Score -2457612 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2457714.750000 Penalty: 2938.351318
	Iteration 14Q: 3 clusters Score -2457715 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2457793.500000 Penalty: 2938.351318
	Iteration 15Q: 3 clusters Score -2457794 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2457845.250000 Penalty: 2938.351318
	Iteration 16Q: 3 clusters Score -2457845 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18614 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2457884.000000 Penalty: 2938.351318
	Iteration 17Q: 3 clusters Score -2457884 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2457918.000000 Penalty: 2938.351318
	Iteration 18Q: 3 clusters Score -2457918 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2457932.000000 Penalty: 2938.351318
	Iteration 19Q: 3 clusters Score -2457932 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2457955.000000 Penalty: 2938.351318
	Iteration 20F: 3 clusters Score -2457955 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2457973.250000 Penalty: 2938.351318
	Iteration 21Q: 3 clusters Score -2457973 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2457986.500000 Penalty: 2938.351318
	Iteration 22Q: 3 clusters Score -2457986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2457991.500000 Penalty: 2938.351318
	Iteration 23Q: 3 clusters Score -2457992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2457993.500000 Penalty: 2938.351318
	Iteration 24Q: 3 clusters Score -2457994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2458000.750000 Penalty: 2938.351318
	Iteration 25Q: 3 clusters Score -2458001 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2458007.000000 Penalty: 2938.351318
	Iteration 26Q: 3 clusters Score -2458007 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2458019.250000 Penalty: 2938.351318
	Iteration 27Q: 3 clusters Score -2458019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2458019.500000 Penalty: 2938.351318
	Iteration 28Q: 3 clusters Score -2458020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2458025.500000 Penalty: 2938.351318
	Iteration 29Q: 3 clusters Score -2458026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2458024.750000 Penalty: 2938.351318
	Iteration 30Q: 3 clusters Score -2458025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18740 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2458025.250000 Penalty: 2938.351318
	Iteration 31Q: 3 clusters Score -2458025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18740 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2458030.250000 Penalty: 2938.351318
	Iteration 32Q: 3 clusters Score -2458030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18740 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2458029.500000 Penalty: 2938.351318
	Iteration 33Q: 3 clusters Score -2458030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2458028.000000 Penalty: 2938.351318
	Iteration 34Q: 3 clusters Score -2458028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2458030.250000 Penalty: 2938.351318
	Iteration 35Q: 3 clusters Score -2458030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2458029.500000 Penalty: 2938.351318
	Iteration 36Q: 3 clusters Score -2458030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2458031.250000 Penalty: 2938.351318
	Iteration 37Q: 3 clusters Score -2458031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2458035.000000 Penalty: 2938.351318
	Iteration 38Q: 3 clusters Score -2458035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -2458036.500000 Penalty: 2938.351318
	Iteration 39Q: 3 clusters Score -2458036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2458038.250000 Penalty: 2938.351318
	Iteration 40F: 3 clusters Score -2458038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2458040.250000 Penalty: 2938.351318
	Iteration 41Q: 3 clusters Score -2458040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2458039.500000 Penalty: 2938.351318
	Iteration 42Q: 3 clusters Score -2458040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2458038.750000 Penalty: 2938.351318
	Iteration 43Q: 3 clusters Score -2458039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2458037.750000 Penalty: 2938.351318
	Iteration 44Q: 3 clusters Score -2458038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2458037.750000 Penalty: 2938.351318
	Iteration 45F: 3 clusters Score -2458038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Entering Unmasked Estep 
Score: -441212.812500 Penalty: 1225.697632
	Iteration 0F: 2 clusters Score -441212.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -438274.156250 Penalty: 2451.395264
	Iteration 0F: 3 clusters Score -438274.2 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -439125.437500 Penalty: 2451.395264
	Iteration 1F: 3 clusters Score -439125.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -439409.156250 Penalty: 2451.395264
	Iteration 2F: 3 clusters Score -439409.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -439669.343750 Penalty: 2451.395264
	Iteration 3F: 3 clusters Score -439669.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -439947.843750 Penalty: 2451.395264
	Iteration 4F: 3 clusters Score -439947.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -440150.500000 Penalty: 2451.395264
	Iteration 5F: 3 clusters Score -440150.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -440286.656250 Penalty: 2451.395264
	Iteration 6Q: 3 clusters Score -440286.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -440382.031250 Penalty: 2451.395264
	Iteration 7Q: 3 clusters Score -440382 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -440434.562500 Penalty: 2451.395264
	Iteration 8Q: 3 clusters Score -440434.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -440478.875000 Penalty: 2451.395264
	Iteration 9Q: 3 clusters Score -440478.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -440517.812500 Penalty: 2451.395264
	Iteration 10Q: 3 clusters Score -440517.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -440556.093750 Penalty: 2451.395264
	Iteration 11Q: 3 clusters Score -440556.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -440580.468750 Penalty: 2451.395264
	Iteration 12Q: 3 clusters Score -440580.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -440603.218750 Penalty: 2451.395264
	Iteration 13Q: 3 clusters Score -440603.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -440621.375000 Penalty: 2451.395264
	Iteration 14Q: 3 clusters Score -440621.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -440630.250000 Penalty: 2451.395264
	Iteration 15Q: 3 clusters Score -440630.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -440636.718750 Penalty: 2451.395264
	Iteration 16Q: 3 clusters Score -440636.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -440644.968750 Penalty: 2451.395264
	Iteration 17Q: 3 clusters Score -440645 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -440648.437500 Penalty: 2451.395264
	Iteration 18Q: 3 clusters Score -440648.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -440652.968750 Penalty: 2451.395264
	Iteration 19Q: 3 clusters Score -440653 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -440656.843750 Penalty: 2451.395264
	Iteration 20F: 3 clusters Score -440656.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -440660.468750 Penalty: 2451.395264
	Iteration 21Q: 3 clusters Score -440660.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -440665.531250 Penalty: 2451.395264
	Iteration 22Q: 3 clusters Score -440665.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -440670.687500 Penalty: 2451.395264
	Iteration 23Q: 3 clusters Score -440670.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -440672.750000 Penalty: 2451.395264
	Iteration 24Q: 3 clusters Score -440672.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -440675.468750 Penalty: 2451.395264
	Iteration 25Q: 3 clusters Score -440675.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -440678.593750 Penalty: 2451.395264
	Iteration 26Q: 3 clusters Score -440678.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -440681.812500 Penalty: 2451.395264
	Iteration 27Q: 3 clusters Score -440681.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -440684.218750 Penalty: 2451.395264
	Iteration 28Q: 3 clusters Score -440684.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -440685.656250 Penalty: 2451.395264
	Iteration 29Q: 3 clusters Score -440685.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -440686.906250 Penalty: 2451.395264
	Iteration 30Q: 3 clusters Score -440686.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -440688.406250 Penalty: 2451.395264
	Iteration 31Q: 3 clusters Score -440688.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -440689.281250 Penalty: 2451.395264
	Iteration 32Q: 3 clusters Score -440689.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -440689.812500 Penalty: 2451.395264
	Iteration 33Q: 3 clusters Score -440689.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -440690.125000 Penalty: 2451.395264
	Iteration 34Q: 3 clusters Score -440690.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -440690.125000 Penalty: 2451.395264
	Iteration 35F: 3 clusters Score -440690.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (14300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Entering Unmasked Estep 
Score: -1800920.000000 Penalty: 1423.720703
	Iteration 0F: 2 clusters Score -1800920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1791464.375000 Penalty: 2847.441406
	Iteration 0F: 3 clusters Score -1791464 nChanged 6148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1794777.000000 Penalty: 2847.441406
	Iteration 1F: 3 clusters Score -1794777 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1795067.375000 Penalty: 2847.441406
	Iteration 2F: 3 clusters Score -1795067 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1795306.000000 Penalty: 2847.441406
	Iteration 3Q: 3 clusters Score -1795306 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1795469.875000 Penalty: 2847.441406
	Iteration 4Q: 3 clusters Score -1795470 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1795622.250000 Penalty: 2847.441406
	Iteration 5Q: 3 clusters Score -1795622 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1795767.875000 Penalty: 2847.441406
	Iteration 6Q: 3 clusters Score -1795768 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1795893.750000 Penalty: 2847.441406
	Iteration 7Q: 3 clusters Score -1795894 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1796023.500000 Penalty: 2847.441406
	Iteration 8Q: 3 clusters Score -1796024 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1796164.125000 Penalty: 2847.441406
	Iteration 9Q: 3 clusters Score -1796164 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1796320.875000 Penalty: 2847.441406
	Iteration 10Q: 3 clusters Score -1796321 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1796508.750000 Penalty: 2847.441406
	Iteration 11Q: 3 clusters Score -1796509 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -1796743.375000 Penalty: 2847.441406
	Iteration 12Q: 3 clusters Score -1796743 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1797055.000000 Penalty: 2847.441406
	Iteration 13Q: 3 clusters Score -1797055 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -1797450.875000 Penalty: 2847.441406
	Iteration 14Q: 3 clusters Score -1797451 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -1797911.750000 Penalty: 2847.441406
	Iteration 15Q: 3 clusters Score -1797912 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -1798414.875000 Penalty: 2847.441406
	Iteration 16Q: 3 clusters Score -1798415 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -1798853.375000 Penalty: 2847.441406
	Iteration 17Q: 3 clusters Score -1798853 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -1799178.250000 Penalty: 2847.441406
	Iteration 18Q: 3 clusters Score -1799178 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -1799367.500000 Penalty: 2847.441406
	Iteration 19Q: 3 clusters Score -1799368 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -1799504.000000 Penalty: 2847.441406
	Iteration 20F: 3 clusters Score -1799504 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -1799595.875000 Penalty: 2847.441406
	Iteration 21Q: 3 clusters Score -1799596 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -1799651.000000 Penalty: 2847.441406
	Iteration 22Q: 3 clusters Score -1799651 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -1799688.875000 Penalty: 2847.441406
	Iteration 23Q: 3 clusters Score -1799689 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -1799706.500000 Penalty: 2847.441406
	Iteration 24Q: 3 clusters Score -1799706 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -1799727.375000 Penalty: 2847.441406
	Iteration 25Q: 3 clusters Score -1799727 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -1799737.750000 Penalty: 2847.441406
	Iteration 26Q: 3 clusters Score -1799738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -1799747.875000 Penalty: 2847.441406
	Iteration 27Q: 3 clusters Score -1799748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -1799760.250000 Penalty: 2847.441406
	Iteration 28Q: 3 clusters Score -1799760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -1799768.625000 Penalty: 2847.441406
	Iteration 29Q: 3 clusters Score -1799769 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -1799781.500000 Penalty: 2847.441406
	Iteration 30Q: 3 clusters Score -1799782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -1799789.375000 Penalty: 2847.441406
	Iteration 31Q: 3 clusters Score -1799789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -1799798.000000 Penalty: 2847.441406
	Iteration 32Q: 3 clusters Score -1799798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -1799803.750000 Penalty: 2847.441406
	Iteration 33Q: 3 clusters Score -1799804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -1799805.375000 Penalty: 2847.441406
	Iteration 34Q: 3 clusters Score -1799805 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -1799805.375000 Penalty: 2847.441406
	Iteration 35F: 3 clusters Score -1799805 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Entering Unmasked Estep 
Score: -735597.250000 Penalty: 1300.109131
	Iteration 0F: 2 clusters Score -735597.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -731116.437500 Penalty: 2600.218262
	Iteration 0F: 3 clusters Score -731116.4 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -732594.750000 Penalty: 2600.218262
	Iteration 1F: 3 clusters Score -732594.8 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -732933.687500 Penalty: 2600.218262
	Iteration 2F: 3 clusters Score -732933.7 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -733192.062500 Penalty: 2600.218262
	Iteration 3F: 3 clusters Score -733192.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -733397.125000 Penalty: 2600.218262
	Iteration 4Q: 3 clusters Score -733397.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -733620.250000 Penalty: 2600.218262
	Iteration 5F: 3 clusters Score -733620.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -733833.500000 Penalty: 2600.218262
	Iteration 6Q: 3 clusters Score -733833.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -734030.875000 Penalty: 2600.218262
	Iteration 7Q: 3 clusters Score -734030.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -734266.500000 Penalty: 2600.218262
	Iteration 8Q: 3 clusters Score -734266.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -734511.375000 Penalty: 2600.218262
	Iteration 9Q: 3 clusters Score -734511.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -734764.125000 Penalty: 2600.218262
	Iteration 10Q: 3 clusters Score -734764.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -734959.562500 Penalty: 2600.218262
	Iteration 11Q: 3 clusters Score -734959.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -735084.937500 Penalty: 2600.218262
	Iteration 12Q: 3 clusters Score -735084.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -735160.937500 Penalty: 2600.218262
	Iteration 13Q: 3 clusters Score -735160.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -735215.187500 Penalty: 2600.218262
	Iteration 14Q: 3 clusters Score -735215.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -735260.000000 Penalty: 2600.218262
	Iteration 15Q: 3 clusters Score -735260 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -735291.000000 Penalty: 2600.218262
	Iteration 16Q: 3 clusters Score -735291 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -735317.375000 Penalty: 2600.218262
	Iteration 17Q: 3 clusters Score -735317.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -735342.437500 Penalty: 2600.218262
	Iteration 18Q: 3 clusters Score -735342.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -735362.687500 Penalty: 2600.218262
	Iteration 19Q: 3 clusters Score -735362.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -735377.125000 Penalty: 2600.218262
	Iteration 20F: 3 clusters Score -735377.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -735386.750000 Penalty: 2600.218262
	Iteration 21Q: 3 clusters Score -735386.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -735395.750000 Penalty: 2600.218262
	Iteration 22Q: 3 clusters Score -735395.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -735400.437500 Penalty: 2600.218262
	Iteration 23Q: 3 clusters Score -735400.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -735402.812500 Penalty: 2600.218262
	Iteration 24Q: 3 clusters Score -735402.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -735403.250000 Penalty: 2600.218262
	Iteration 25Q: 3 clusters Score -735403.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -735406.750000 Penalty: 2600.218262
	Iteration 26Q: 3 clusters Score -735406.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -735408.312500 Penalty: 2600.218262
	Iteration 27Q: 3 clusters Score -735408.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -735408.812500 Penalty: 2600.218262
	Iteration 28Q: 3 clusters Score -735408.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -735409.375000 Penalty: 2600.218262
	Iteration 29Q: 3 clusters Score -735409.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -735408.125000 Penalty: 2600.218262
	Iteration 30Q: 3 clusters Score -735408.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -735410.125000 Penalty: 2600.218262
	Iteration 31Q: 3 clusters Score -735410.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -735409.000000 Penalty: 2600.218262
	Iteration 32Q: 3 clusters Score -735409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -735410.062500 Penalty: 2600.218262
	Iteration 33Q: 3 clusters Score -735410.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -735413.250000 Penalty: 2600.218262
	Iteration 34Q: 3 clusters Score -735413.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -735414.000000 Penalty: 2600.218262
	Iteration 35Q: 3 clusters Score -735414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -735418.062500 Penalty: 2600.218262
	Iteration 36Q: 3 clusters Score -735418.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -735419.187500 Penalty: 2600.218262
	Iteration 37Q: 3 clusters Score -735419.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -735420.000000 Penalty: 2600.218262
	Iteration 38Q: 3 clusters Score -735420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -735420.937500 Penalty: 2600.218262
	Iteration 39Q: 3 clusters Score -735420.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -735420.937500 Penalty: 2600.218262
	Iteration 40F: 3 clusters Score -735420.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (25981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25981 members 
Entering Unmasked Estep 
Score: -3120229.250000 Penalty: 1512.570068
	Iteration 0F: 2 clusters Score -3120229 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 12810 members 
Entering Unmasked Estep 
Score: -3103304.500000 Penalty: 3025.140137
	Iteration 0F: 3 clusters Score -3103304 nChanged 11573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -3109531.500000 Penalty: 3025.140137
	Iteration 1F: 3 clusters Score -3109532 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -3110124.000000 Penalty: 3025.140137
	Iteration 2F: 3 clusters Score -3110124 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -3110758.750000 Penalty: 3025.140137
	Iteration 3F: 3 clusters Score -3110759 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -3111586.500000 Penalty: 3025.140137
	Iteration 4F: 3 clusters Score -3111586 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -3112739.500000 Penalty: 3025.140137
	Iteration 5F: 3 clusters Score -3112740 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -3114229.750000 Penalty: 3025.140137
	Iteration 6F: 3 clusters Score -3114230 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22400 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -3115896.250000 Penalty: 3025.140137
	Iteration 7F: 3 clusters Score -3115896 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23868 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -3117298.500000 Penalty: 3025.140137
	Iteration 8F: 3 clusters Score -3117298 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24786 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -3118172.000000 Penalty: 3025.140137
	Iteration 9Q: 3 clusters Score -3118172 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25221 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -3118591.000000 Penalty: 3025.140137
	Iteration 10Q: 3 clusters Score -3118591 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25427 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -3118774.250000 Penalty: 3025.140137
	Iteration 11Q: 3 clusters Score -3118774 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25525 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -3118904.750000 Penalty: 3025.140137
	Iteration 12Q: 3 clusters Score -3118905 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25578 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -3118983.250000 Penalty: 3025.140137
	Iteration 13Q: 3 clusters Score -3118983 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25609 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -3119010.750000 Penalty: 3025.140137
	Iteration 14Q: 3 clusters Score -3119011 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25629 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -3119028.250000 Penalty: 3025.140137
	Iteration 15Q: 3 clusters Score -3119028 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25634 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -3119045.000000 Penalty: 3025.140137
	Iteration 16Q: 3 clusters Score -3119045 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25634 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -3119049.250000 Penalty: 3025.140137
	Iteration 17Q: 3 clusters Score -3119049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25637 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -3119058.750000 Penalty: 3025.140137
	Iteration 18Q: 3 clusters Score -3119059 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3119070.750000 Penalty: 3025.140137
	Iteration 19Q: 3 clusters Score -3119071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25642 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -3119077.750000 Penalty: 3025.140137
	Iteration 20F: 3 clusters Score -3119078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25647 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -3119081.500000 Penalty: 3025.140137
	Iteration 21Q: 3 clusters Score -3119082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25651 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -3119091.000000 Penalty: 3025.140137
	Iteration 22Q: 3 clusters Score -3119091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25652 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -3119094.000000 Penalty: 3025.140137
	Iteration 23Q: 3 clusters Score -3119094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25654 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3119096.250000 Penalty: 3025.140137
	Iteration 24Q: 3 clusters Score -3119096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25654 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3119096.250000 Penalty: 3025.140137
	Iteration 25F: 3 clusters Score -3119096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (12605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Entering Unmasked Estep 
Score: -1512459.125000 Penalty: 1404.947144
	Iteration 0F: 2 clusters Score -1512459 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1504108.875000 Penalty: 2809.894287
	Iteration 0F: 3 clusters Score -1504109 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1506971.875000 Penalty: 2809.894287
	Iteration 1F: 3 clusters Score -1506972 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1507270.875000 Penalty: 2809.894287
	Iteration 2F: 3 clusters Score -1507271 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1507539.625000 Penalty: 2809.894287
	Iteration 3Q: 3 clusters Score -1507540 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1507801.250000 Penalty: 2809.894287
	Iteration 4Q: 3 clusters Score -1507801 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1508078.625000 Penalty: 2809.894287
	Iteration 5Q: 3 clusters Score -1508079 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1508392.375000 Penalty: 2809.894287
	Iteration 6Q: 3 clusters Score -1508392 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1508699.875000 Penalty: 2809.894287
	Iteration 7Q: 3 clusters Score -1508700 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1509055.125000 Penalty: 2809.894287
	Iteration 8Q: 3 clusters Score -1509055 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1509436.500000 Penalty: 2809.894287
	Iteration 9Q: 3 clusters Score -1509436 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1509800.250000 Penalty: 2809.894287
	Iteration 10Q: 3 clusters Score -1509800 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1510117.750000 Penalty: 2809.894287
	Iteration 11Q: 3 clusters Score -1510118 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1510364.875000 Penalty: 2809.894287
	Iteration 12Q: 3 clusters Score -1510365 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1510538.000000 Penalty: 2809.894287
	Iteration 13Q: 3 clusters Score -1510538 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1510661.375000 Penalty: 2809.894287
	Iteration 14Q: 3 clusters Score -1510661 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1510761.500000 Penalty: 2809.894287
	Iteration 15Q: 3 clusters Score -1510762 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1510838.625000 Penalty: 2809.894287
	Iteration 16Q: 3 clusters Score -1510839 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1510907.750000 Penalty: 2809.894287
	Iteration 17Q: 3 clusters Score -1510908 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1510962.875000 Penalty: 2809.894287
	Iteration 18Q: 3 clusters Score -1510963 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1511019.875000 Penalty: 2809.894287
	Iteration 19Q: 3 clusters Score -1511020 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -1511068.875000 Penalty: 2809.894287
	Iteration 20F: 3 clusters Score -1511069 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -1511127.500000 Penalty: 2809.894287
	Iteration 21Q: 3 clusters Score -1511128 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1511183.250000 Penalty: 2809.894287
	Iteration 22Q: 3 clusters Score -1511183 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -1511232.000000 Penalty: 2809.894287
	Iteration 23Q: 3 clusters Score -1511232 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1511285.250000 Penalty: 2809.894287
	Iteration 24Q: 3 clusters Score -1511285 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -1511318.125000 Penalty: 2809.894287
	Iteration 25Q: 3 clusters Score -1511318 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1511362.750000 Penalty: 2809.894287
	Iteration 26Q: 3 clusters Score -1511363 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1511394.375000 Penalty: 2809.894287
	Iteration 27Q: 3 clusters Score -1511394 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -1511426.875000 Penalty: 2809.894287
	Iteration 28Q: 3 clusters Score -1511427 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1511450.500000 Penalty: 2809.894287
	Iteration 29Q: 3 clusters Score -1511450 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1511469.750000 Penalty: 2809.894287
	Iteration 30Q: 3 clusters Score -1511470 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -1511480.875000 Penalty: 2809.894287
	Iteration 31Q: 3 clusters Score -1511481 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1511493.750000 Penalty: 2809.894287
	Iteration 32Q: 3 clusters Score -1511494 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -1511500.250000 Penalty: 2809.894287
	Iteration 33Q: 3 clusters Score -1511500 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -1511510.500000 Penalty: 2809.894287
	Iteration 34Q: 3 clusters Score -1511510 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -1511515.500000 Penalty: 2809.894287
	Iteration 35Q: 3 clusters Score -1511516 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -1511525.125000 Penalty: 2809.894287
	Iteration 36Q: 3 clusters Score -1511525 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -1511535.375000 Penalty: 2809.894287
	Iteration 37Q: 3 clusters Score -1511535 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -1511544.250000 Penalty: 2809.894287
	Iteration 38Q: 3 clusters Score -1511544 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -1511551.125000 Penalty: 2809.894287
	Iteration 39Q: 3 clusters Score -1511551 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -1511562.125000 Penalty: 2809.894287
	Iteration 40F: 3 clusters Score -1511562 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -1511567.375000 Penalty: 2809.894287
	Iteration 41Q: 3 clusters Score -1511567 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -1511572.125000 Penalty: 2809.894287
	Iteration 42Q: 3 clusters Score -1511572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -1511577.125000 Penalty: 2809.894287
	Iteration 43Q: 3 clusters Score -1511577 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -1511574.375000 Penalty: 2809.894287
	Iteration 44Q: 3 clusters Score -1511574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -1511577.625000 Penalty: 2809.894287
	Iteration 45Q: 3 clusters Score -1511578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -1511574.875000 Penalty: 2809.894287
	Iteration 46Q: 3 clusters Score -1511575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -1511578.375000 Penalty: 2809.894287
	Iteration 47Q: 3 clusters Score -1511578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -1511580.125000 Penalty: 2809.894287
	Iteration 48Q: 3 clusters Score -1511580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -1511581.125000 Penalty: 2809.894287
	Iteration 49Q: 3 clusters Score -1511581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -1511584.750000 Penalty: 2809.894287
	Iteration 50Q: 3 clusters Score -1511585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -1511584.250000 Penalty: 2809.894287
	Iteration 51Q: 3 clusters Score -1511584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -1511587.500000 Penalty: 2809.894287
	Iteration 52Q: 3 clusters Score -1511588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -1511587.500000 Penalty: 2809.894287
	Iteration 53Q: 3 clusters Score -1511588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -1511587.500000 Penalty: 2809.894287
	Iteration 54F: 3 clusters Score -1511588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Entering Unmasked Estep 
Score: -42717.933594 Penalty: 942.656128
	Iteration 0F: 2 clusters Score -42717.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -41813.761719 Penalty: 1885.312256
	Iteration 0F: 3 clusters Score -41813.76 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -42299.136719 Penalty: 1885.312256
	Iteration 1F: 3 clusters Score -42299.14 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -42540.312500 Penalty: 1885.312256
	Iteration 2F: 3 clusters Score -42540.31 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -42638.070312 Penalty: 1885.312256
	Iteration 3Q: 3 clusters Score -42638.07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -42728.125000 Penalty: 1885.312256
	Iteration 4Q: 3 clusters Score -42728.12 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -42810.453125 Penalty: 1885.312256
	Iteration 5Q: 3 clusters Score -42810.45 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -42888.261719 Penalty: 1885.312256
	Iteration 6Q: 3 clusters Score -42888.26 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -42975.324219 Penalty: 1885.312256
	Iteration 7Q: 3 clusters Score -42975.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -43081.808594 Penalty: 1885.312256
	Iteration 8Q: 3 clusters Score -43081.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -43191.710938 Penalty: 1885.312256
	Iteration 9Q: 3 clusters Score -43191.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -43322.433594 Penalty: 1885.312256
	Iteration 10Q: 3 clusters Score -43322.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -43430.191406 Penalty: 1885.312256
	Iteration 11Q: 3 clusters Score -43430.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -43472.937500 Penalty: 1885.312256
	Iteration 12Q: 3 clusters Score -43472.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -43494.933594 Penalty: 1885.312256
	Iteration 13Q: 3 clusters Score -43494.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -43507.953125 Penalty: 1885.312256
	Iteration 14Q: 3 clusters Score -43507.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -43509.988281 Penalty: 1885.312256
	Iteration 15Q: 3 clusters Score -43509.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -43512.062500 Penalty: 1885.312256
	Iteration 16Q: 3 clusters Score -43512.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -43512.062500 Penalty: 1885.312256
	Iteration 17F: 3 clusters Score -43512.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60005 members 
Mstep: Class 2 contains 8762 members 
Mstep: Class 3 contains 74755 members 
Mstep: Class 4 contains 28593 members 
Mstep: Class 5 contains 50667 members 
Mstep: Class 6 contains 5874 members 
Mstep: Class 7 contains 76312 members 
Mstep: Class 8 contains 22447 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 6346 members 
Mstep: Class 11 contains 39105 members 
Mstep: Class 12 contains 2243 members 
Mstep: Class 13 contains 5620 members 
Mstep: Class 14 contains 65434 members 
Mstep: Class 15 contains 10444 members 
Mstep: Class 16 contains 11764 members 
Mstep: Class 17 contains 3836 members 
Mstep: Class 18 contains 27943 members 
Mstep: Class 19 contains 9706 members 
Mstep: Class 20 contains 326 members 
Mstep: Class 21 contains 5503 members 
Mstep: Class 22 contains 15284 members 
Mstep: Class 23 contains 19409 members 
Mstep: Class 24 contains 3779 members 
Mstep: Class 25 contains 14300 members 
Mstep: Class 26 contains 6231 members 
Mstep: Class 27 contains 25981 members 
Mstep: Class 28 contains 12605 members 
Mstep: Class 29 contains 309 members 
Mstep: Class 30 contains 16061 members 
Mstep: Class 31 contains 817 members 
Mstep: Class 32 contains 1627 members 
Mstep: Class 33 contains 290 members 
Mstep: Class 34 contains 472 members 
Mstep: Class 35 contains 6838 members 
Mstep: Class 36 contains 399 members 
Mstep: Class 37 contains 7632 members 
Mstep: Class 38 contains 8834 members 
Mstep: Class 39 contains 9817 members 
Mstep: Class 40 contains 255 members 
Entering Unmasked Estep 
Score: -80988152.000000 Penalty: 79818.773438
Splitting cluster 29 changes total score from -80976664.000000 to -80988152.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 30 (16061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Entering Unmasked Estep 
Score: -2041070.000000 Penalty: 1441.001343
	Iteration 0F: 2 clusters Score -2041070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -2030554.750000 Penalty: 2882.002686
	Iteration 0F: 3 clusters Score -2030555 nChanged 6876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -2034108.125000 Penalty: 2882.002686
	Iteration 1F: 3 clusters Score -2034108 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -2034433.250000 Penalty: 2882.002686
	Iteration 2F: 3 clusters Score -2034433 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -2034671.750000 Penalty: 2882.002686
	Iteration 3Q: 3 clusters Score -2034672 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -2034852.750000 Penalty: 2882.002686
	Iteration 4Q: 3 clusters Score -2034853 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -2034996.500000 Penalty: 2882.002686
	Iteration 5Q: 3 clusters Score -2034996 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -2035132.500000 Penalty: 2882.002686
	Iteration 6Q: 3 clusters Score -2035132 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -2035261.000000 Penalty: 2882.002686
	Iteration 7Q: 3 clusters Score -2035261 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -2035362.000000 Penalty: 2882.002686
	Iteration 8Q: 3 clusters Score -2035362 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -2035445.875000 Penalty: 2882.002686
	Iteration 9Q: 3 clusters Score -2035446 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -2035526.125000 Penalty: 2882.002686
	Iteration 10Q: 3 clusters Score -2035526 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -2035602.875000 Penalty: 2882.002686
	Iteration 11Q: 3 clusters Score -2035603 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -2035692.125000 Penalty: 2882.002686
	Iteration 12Q: 3 clusters Score -2035692 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -2035782.875000 Penalty: 2882.002686
	Iteration 13Q: 3 clusters Score -2035783 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -2035871.875000 Penalty: 2882.002686
	Iteration 14Q: 3 clusters Score -2035872 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -2035965.250000 Penalty: 2882.002686
	Iteration 15Q: 3 clusters Score -2035965 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -2036071.875000 Penalty: 2882.002686
	Iteration 16Q: 3 clusters Score -2036072 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -2036165.250000 Penalty: 2882.002686
	Iteration 17Q: 3 clusters Score -2036165 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -2036262.125000 Penalty: 2882.002686
	Iteration 18Q: 3 clusters Score -2036262 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -2036382.875000 Penalty: 2882.002686
	Iteration 19Q: 3 clusters Score -2036383 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -2036518.375000 Penalty: 2882.002686
	Iteration 20F: 3 clusters Score -2036518 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -2036641.875000 Penalty: 2882.002686
	Iteration 21Q: 3 clusters Score -2036642 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -2036759.000000 Penalty: 2882.002686
	Iteration 22Q: 3 clusters Score -2036759 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -2036869.375000 Penalty: 2882.002686
	Iteration 23Q: 3 clusters Score -2036869 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -2037002.750000 Penalty: 2882.002686
	Iteration 24Q: 3 clusters Score -2037003 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -2037148.750000 Penalty: 2882.002686
	Iteration 25Q: 3 clusters Score -2037149 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -2037290.750000 Penalty: 2882.002686
	Iteration 26Q: 3 clusters Score -2037291 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -2037458.000000 Penalty: 2882.002686
	Iteration 27Q: 3 clusters Score -2037458 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -2037625.875000 Penalty: 2882.002686
	Iteration 28Q: 3 clusters Score -2037626 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -2037828.250000 Penalty: 2882.002686
	Iteration 29Q: 3 clusters Score -2037828 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -2038050.625000 Penalty: 2882.002686
	Iteration 30Q: 3 clusters Score -2038051 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -2038294.875000 Penalty: 2882.002686
	Iteration 31Q: 3 clusters Score -2038295 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -2038534.750000 Penalty: 2882.002686
	Iteration 32Q: 3 clusters Score -2038535 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -2038791.250000 Penalty: 2882.002686
	Iteration 33Q: 3 clusters Score -2038791 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -2039023.125000 Penalty: 2882.002686
	Iteration 34Q: 3 clusters Score -2039023 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -2039214.375000 Penalty: 2882.002686
	Iteration 35Q: 3 clusters Score -2039214 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -2039368.250000 Penalty: 2882.002686
	Iteration 36Q: 3 clusters Score -2039368 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -2039508.250000 Penalty: 2882.002686
	Iteration 37Q: 3 clusters Score -2039508 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -2039626.375000 Penalty: 2882.002686
	Iteration 38Q: 3 clusters Score -2039626 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -2039712.125000 Penalty: 2882.002686
	Iteration 39Q: 3 clusters Score -2039712 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -2039779.875000 Penalty: 2882.002686
	Iteration 40F: 3 clusters Score -2039780 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -2039841.000000 Penalty: 2882.002686
	Iteration 41Q: 3 clusters Score -2039841 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -2039888.250000 Penalty: 2882.002686
	Iteration 42Q: 3 clusters Score -2039888 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -2039926.500000 Penalty: 2882.002686
	Iteration 43Q: 3 clusters Score -2039926 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -2039954.250000 Penalty: 2882.002686
	Iteration 44Q: 3 clusters Score -2039954 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -2039985.000000 Penalty: 2882.002686
	Iteration 45Q: 3 clusters Score -2039985 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -2040008.250000 Penalty: 2882.002686
	Iteration 46Q: 3 clusters Score -2040008 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -2040027.500000 Penalty: 2882.002686
	Iteration 47Q: 3 clusters Score -2040028 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -2040049.500000 Penalty: 2882.002686
	Iteration 48Q: 3 clusters Score -2040050 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -2040059.125000 Penalty: 2882.002686
	Iteration 49Q: 3 clusters Score -2040059 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -2040067.250000 Penalty: 2882.002686
	Iteration 50Q: 3 clusters Score -2040067 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -2040072.125000 Penalty: 2882.002686
	Iteration 51Q: 3 clusters Score -2040072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -2040077.250000 Penalty: 2882.002686
	Iteration 52Q: 3 clusters Score -2040077 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -2040079.875000 Penalty: 2882.002686
	Iteration 53Q: 3 clusters Score -2040080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -2040083.125000 Penalty: 2882.002686
	Iteration 54Q: 3 clusters Score -2040083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -2040082.500000 Penalty: 2882.002686
	Iteration 55Q: 3 clusters Score -2040082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -2040082.500000 Penalty: 2882.002686
	Iteration 56F: 3 clusters Score -2040082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Entering Unmasked Estep 
Score: -75586.929688 Penalty: 997.799072
	Iteration 0F: 2 clusters Score -75586.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -74488.625000 Penalty: 1995.598145
	Iteration 0F: 3 clusters Score -74488.62 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -74770.437500 Penalty: 1995.598145
	Iteration 1F: 3 clusters Score -74770.44 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -74886.601562 Penalty: 1995.598145
	Iteration 2F: 3 clusters Score -74886.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -74976.882812 Penalty: 1995.598145
	Iteration 3Q: 3 clusters Score -74976.88 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -75041.273438 Penalty: 1995.598145
	Iteration 4Q: 3 clusters Score -75041.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -75091.875000 Penalty: 1995.598145
	Iteration 5Q: 3 clusters Score -75091.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -75127.593750 Penalty: 1995.598145
	Iteration 6Q: 3 clusters Score -75127.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -75149.929688 Penalty: 1995.598145
	Iteration 7Q: 3 clusters Score -75149.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -75199.328125 Penalty: 1995.598145
	Iteration 8Q: 3 clusters Score -75199.33 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -75317.437500 Penalty: 1995.598145
	Iteration 9Q: 3 clusters Score -75317.44 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -75402.234375 Penalty: 1995.598145
	Iteration 10Q: 3 clusters Score -75402.23 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -75474.125000 Penalty: 1995.598145
	Iteration 11Q: 3 clusters Score -75474.12 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -75547.867188 Penalty: 1995.598145
	Iteration 12Q: 3 clusters Score -75547.87 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -75602.468750 Penalty: 1995.598145
	Iteration 13Q: 3 clusters Score -75602.47 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -75675.484375 Penalty: 1995.598145
	Iteration 14Q: 3 clusters Score -75675.48 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -75740.851562 Penalty: 1995.598145
	Iteration 15Q: 3 clusters Score -75740.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -75771.773438 Penalty: 1995.598145
	Iteration 16Q: 3 clusters Score -75771.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -75812.960938 Penalty: 1995.598145
	Iteration 17Q: 3 clusters Score -75812.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -75834.039062 Penalty: 1995.598145
	Iteration 18Q: 3 clusters Score -75834.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -75845.265625 Penalty: 1995.598145
	Iteration 19Q: 3 clusters Score -75845.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -75854.929688 Penalty: 1995.598145
	Iteration 20F: 3 clusters Score -75854.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60005 members 
Mstep: Class 2 contains 8762 members 
Mstep: Class 3 contains 74755 members 
Mstep: Class 4 contains 28593 members 
Mstep: Class 5 contains 50667 members 
Mstep: Class 6 contains 5874 members 
Mstep: Class 7 contains 76312 members 
Mstep: Class 8 contains 22447 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 6346 members 
Mstep: Class 11 contains 39105 members 
Mstep: Class 12 contains 2243 members 
Mstep: Class 13 contains 5620 members 
Mstep: Class 14 contains 65434 members 
Mstep: Class 15 contains 10444 members 
Mstep: Class 16 contains 11764 members 
Mstep: Class 17 contains 3836 members 
Mstep: Class 18 contains 27943 members 
Mstep: Class 19 contains 9706 members 
Mstep: Class 20 contains 326 members 
Mstep: Class 21 contains 5503 members 
Mstep: Class 22 contains 15284 members 
Mstep: Class 23 contains 19409 members 
Mstep: Class 24 contains 3779 members 
Mstep: Class 25 contains 14300 members 
Mstep: Class 26 contains 6231 members 
Mstep: Class 27 contains 25981 members 
Mstep: Class 28 contains 12605 members 
Mstep: Class 29 contains 309 members 
Mstep: Class 30 contains 16061 members 
Mstep: Class 31 contains 405 members 
Mstep: Class 32 contains 1627 members 
Mstep: Class 33 contains 290 members 
Mstep: Class 34 contains 472 members 
Mstep: Class 35 contains 6838 members 
Mstep: Class 36 contains 399 members 
Mstep: Class 37 contains 7632 members 
Mstep: Class 38 contains 8834 members 
Mstep: Class 39 contains 9817 members 
Mstep: Class 40 contains 255 members 
Mstep: Class 41 contains 412 members 
Entering Unmasked Estep 
Score: -80987552.000000 Penalty: 81814.242188
Splitting cluster 31 changes total score from -80976664.000000 to -80987552.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 32 (1627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Entering Unmasked Estep 
Score: -187985.609375 Penalty: 1100.300537
	Iteration 0F: 2 clusters Score -187985.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -186354.921875 Penalty: 2200.601074
	Iteration 0F: 3 clusters Score -186354.9 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -186764.000000 Penalty: 2200.601074
	Iteration 1F: 3 clusters Score -186764 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -186870.718750 Penalty: 2200.601074
	Iteration 2F: 3 clusters Score -186870.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -186931.140625 Penalty: 2200.601074
	Iteration 3Q: 3 clusters Score -186931.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -186976.515625 Penalty: 2200.601074
	Iteration 4Q: 3 clusters Score -186976.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -187000.609375 Penalty: 2200.601074
	Iteration 5Q: 3 clusters Score -187000.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -187010.937500 Penalty: 2200.601074
	Iteration 6Q: 3 clusters Score -187010.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -187017.703125 Penalty: 2200.601074
	Iteration 7Q: 3 clusters Score -187017.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -187024.171875 Penalty: 2200.601074
	Iteration 8Q: 3 clusters Score -187024.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -187029.156250 Penalty: 2200.601074
	Iteration 9Q: 3 clusters Score -187029.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -187036.890625 Penalty: 2200.601074
	Iteration 10Q: 3 clusters Score -187036.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -187043.671875 Penalty: 2200.601074
	Iteration 11Q: 3 clusters Score -187043.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -187049.671875 Penalty: 2200.601074
	Iteration 12Q: 3 clusters Score -187049.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -187052.578125 Penalty: 2200.601074
	Iteration 13Q: 3 clusters Score -187052.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -187057.015625 Penalty: 2200.601074
	Iteration 14Q: 3 clusters Score -187057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -187058.328125 Penalty: 2200.601074
	Iteration 15Q: 3 clusters Score -187058.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -187058.328125 Penalty: 2200.601074
	Iteration 16F: 3 clusters Score -187058.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Entering Unmasked Estep 
Score: -17871.613281 Penalty: 843.678284
	Iteration 0F: 2 clusters Score -17871.61 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 137 members 
Entering Unmasked Estep 
Score: -17225.158203 Penalty: 1687.356567
	Iteration 0F: 3 clusters Score -17225.16 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -17441.240234 Penalty: 1687.356567
	Iteration 1F: 3 clusters Score -17441.24 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -17584.484375 Penalty: 1687.356567
	Iteration 2F: 3 clusters Score -17584.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -17634.662109 Penalty: 1687.356567
	Iteration 3Q: 3 clusters Score -17634.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -17685.351562 Penalty: 1687.356567
	Iteration 4Q: 3 clusters Score -17685.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -17736.533203 Penalty: 1687.356567
	Iteration 5Q: 3 clusters Score -17736.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -17790.439453 Penalty: 1687.356567
	Iteration 6Q: 3 clusters Score -17790.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -17851.435547 Penalty: 1687.356567
	Iteration 7Q: 3 clusters Score -17851.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -17902.781250 Penalty: 1687.356567
	Iteration 8Q: 3 clusters Score -17902.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -17955.203125 Penalty: 1687.356567
	Iteration 9Q: 3 clusters Score -17955.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -17967.605469 Penalty: 1687.356567
	Iteration 10Q: 3 clusters Score -17967.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -17967.605469 Penalty: 1687.356567
	Iteration 11F: 3 clusters Score -17967.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60005 members 
Mstep: Class 2 contains 8762 members 
Mstep: Class 3 contains 74755 members 
Mstep: Class 4 contains 28593 members 
Mstep: Class 5 contains 50667 members 
Mstep: Class 6 contains 5874 members 
Mstep: Class 7 contains 76312 members 
Mstep: Class 8 contains 22447 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 6346 members 
Mstep: Class 11 contains 39105 members 
Mstep: Class 12 contains 2243 members 
Mstep: Class 13 contains 5620 members 
Mstep: Class 14 contains 65434 members 
Mstep: Class 15 contains 10444 members 
Mstep: Class 16 contains 11764 members 
Mstep: Class 17 contains 3836 members 
Mstep: Class 18 contains 27943 members 
Mstep: Class 19 contains 9706 members 
Mstep: Class 20 contains 326 members 
Mstep: Class 21 contains 5503 members 
Mstep: Class 22 contains 15284 members 
Mstep: Class 23 contains 19409 members 
Mstep: Class 24 contains 3779 members 
Mstep: Class 25 contains 14300 members 
Mstep: Class 26 contains 6231 members 
Mstep: Class 27 contains 25981 members 
Mstep: Class 28 contains 12605 members 
Mstep: Class 29 contains 309 members 
Mstep: Class 30 contains 16061 members 
Mstep: Class 31 contains 405 members 
Mstep: Class 32 contains 1627 members 
Mstep: Class 33 contains 134 members 
Mstep: Class 34 contains 472 members 
Mstep: Class 35 contains 6838 members 
Mstep: Class 36 contains 399 members 
Mstep: Class 37 contains 7632 members 
Mstep: Class 38 contains 8834 members 
Mstep: Class 39 contains 9817 members 
Mstep: Class 40 contains 255 members 
Mstep: Class 41 contains 412 members 
Mstep: Class 42 contains 156 members 
Entering Unmasked Estep 
Score: -80986424.000000 Penalty: 83809.710938
Splitting cluster 33 changes total score from -80976664.000000 to -80986424.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 34 (472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Entering Unmasked Estep 
Score: -42625.160156 Penalty: 916.158508
	Iteration 0F: 2 clusters Score -42625.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -41763.054688 Penalty: 1832.317017
	Iteration 0F: 3 clusters Score -41763.05 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -42000.714844 Penalty: 1832.317017
	Iteration 1F: 3 clusters Score -42000.71 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -42195.019531 Penalty: 1832.317017
	Iteration 2F: 3 clusters Score -42195.02 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -42373.515625 Penalty: 1832.317017
	Iteration 3F: 3 clusters Score -42373.52 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -42554.816406 Penalty: 1832.317017
	Iteration 4F: 3 clusters Score -42554.82 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -42647.914062 Penalty: 1832.317017
	Iteration 5Q: 3 clusters Score -42647.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -42749.019531 Penalty: 1832.317017
	Iteration 6Q: 3 clusters Score -42749.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -42820.953125 Penalty: 1832.317017
	Iteration 7Q: 3 clusters Score -42820.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -42827.390625 Penalty: 1832.317017
	Iteration 8Q: 3 clusters Score -42827.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -42842.414062 Penalty: 1832.317017
	Iteration 9Q: 3 clusters Score -42842.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -42842.414062 Penalty: 1832.317017
	Iteration 10F: 3 clusters Score -42842.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60005 members 
Mstep: Class 2 contains 8762 members 
Mstep: Class 3 contains 74755 members 
Mstep: Class 4 contains 28593 members 
Mstep: Class 5 contains 50667 members 
Mstep: Class 6 contains 5874 members 
Mstep: Class 7 contains 76312 members 
Mstep: Class 8 contains 22447 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 6346 members 
Mstep: Class 11 contains 39105 members 
Mstep: Class 12 contains 2243 members 
Mstep: Class 13 contains 5620 members 
Mstep: Class 14 contains 65434 members 
Mstep: Class 15 contains 10444 members 
Mstep: Class 16 contains 11764 members 
Mstep: Class 17 contains 3836 members 
Mstep: Class 18 contains 27943 members 
Mstep: Class 19 contains 9706 members 
Mstep: Class 20 contains 326 members 
Mstep: Class 21 contains 5503 members 
Mstep: Class 22 contains 15284 members 
Mstep: Class 23 contains 19409 members 
Mstep: Class 24 contains 3779 members 
Mstep: Class 25 contains 14300 members 
Mstep: Class 26 contains 6231 members 
Mstep: Class 27 contains 25981 members 
Mstep: Class 28 contains 12605 members 
Mstep: Class 29 contains 309 members 
Mstep: Class 30 contains 16061 members 
Mstep: Class 31 contains 405 members 
Mstep: Class 32 contains 1627 members 
Mstep: Class 33 contains 134 members 
Mstep: Class 34 contains 310 members 
Mstep: Class 35 contains 6838 members 
Mstep: Class 36 contains 399 members 
Mstep: Class 37 contains 7632 members 
Mstep: Class 38 contains 8834 members 
Mstep: Class 39 contains 9817 members 
Mstep: Class 40 contains 255 members 
Mstep: Class 41 contains 412 members 
Mstep: Class 42 contains 156 members 
Mstep: Class 43 contains 162 members 
Entering Unmasked Estep 
Score: -80985432.000000 Penalty: 85805.187500
Splitting cluster 34 changes total score from -80976664.000000 to -80985432.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 35 (6838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Entering Unmasked Estep 
Score: -866984.812500 Penalty: 1313.941284
	Iteration 0F: 2 clusters Score -866984.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -862229.812500 Penalty: 2627.882568
	Iteration 0F: 3 clusters Score -862229.8 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -863585.812500 Penalty: 2627.882568
	Iteration 1F: 3 clusters Score -863585.8 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -863828.187500 Penalty: 2627.882568
	Iteration 2F: 3 clusters Score -863828.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -863971.750000 Penalty: 2627.882568
	Iteration 3Q: 3 clusters Score -863971.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -864072.375000 Penalty: 2627.882568
	Iteration 4Q: 3 clusters Score -864072.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -864137.250000 Penalty: 2627.882568
	Iteration 5Q: 3 clusters Score -864137.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -864187.187500 Penalty: 2627.882568
	Iteration 6Q: 3 clusters Score -864187.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -864229.187500 Penalty: 2627.882568
	Iteration 7Q: 3 clusters Score -864229.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -864264.500000 Penalty: 2627.882568
	Iteration 8Q: 3 clusters Score -864264.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -864297.562500 Penalty: 2627.882568
	Iteration 9Q: 3 clusters Score -864297.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -864325.937500 Penalty: 2627.882568
	Iteration 10Q: 3 clusters Score -864325.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -864348.125000 Penalty: 2627.882568
	Iteration 11Q: 3 clusters Score -864348.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -864373.875000 Penalty: 2627.882568
	Iteration 12Q: 3 clusters Score -864373.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -864397.750000 Penalty: 2627.882568
	Iteration 13Q: 3 clusters Score -864397.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -864424.062500 Penalty: 2627.882568
	Iteration 14Q: 3 clusters Score -864424.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -864444.250000 Penalty: 2627.882568
	Iteration 15Q: 3 clusters Score -864444.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -864464.500000 Penalty: 2627.882568
	Iteration 16Q: 3 clusters Score -864464.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -864485.187500 Penalty: 2627.882568
	Iteration 17Q: 3 clusters Score -864485.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -864495.750000 Penalty: 2627.882568
	Iteration 18Q: 3 clusters Score -864495.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -864511.812500 Penalty: 2627.882568
	Iteration 19Q: 3 clusters Score -864511.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -864528.812500 Penalty: 2627.882568
	Iteration 20F: 3 clusters Score -864528.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -864544.875000 Penalty: 2627.882568
	Iteration 21Q: 3 clusters Score -864544.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -864556.687500 Penalty: 2627.882568
	Iteration 22Q: 3 clusters Score -864556.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -864569.625000 Penalty: 2627.882568
	Iteration 23Q: 3 clusters Score -864569.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -864582.500000 Penalty: 2627.882568
	Iteration 24Q: 3 clusters Score -864582.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -864592.312500 Penalty: 2627.882568
	Iteration 25Q: 3 clusters Score -864592.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -864599.687500 Penalty: 2627.882568
	Iteration 26Q: 3 clusters Score -864599.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -864607.312500 Penalty: 2627.882568
	Iteration 27Q: 3 clusters Score -864607.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -864618.437500 Penalty: 2627.882568
	Iteration 28Q: 3 clusters Score -864618.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -864628.812500 Penalty: 2627.882568
	Iteration 29Q: 3 clusters Score -864628.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -864643.062500 Penalty: 2627.882568
	Iteration 30Q: 3 clusters Score -864643.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -864657.437500 Penalty: 2627.882568
	Iteration 31Q: 3 clusters Score -864657.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -864674.500000 Penalty: 2627.882568
	Iteration 32Q: 3 clusters Score -864674.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -864699.250000 Penalty: 2627.882568
	Iteration 33Q: 3 clusters Score -864699.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -864726.125000 Penalty: 2627.882568
	Iteration 34Q: 3 clusters Score -864726.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -864762.250000 Penalty: 2627.882568
	Iteration 35Q: 3 clusters Score -864762.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -864789.125000 Penalty: 2627.882568
	Iteration 36Q: 3 clusters Score -864789.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -864814.187500 Penalty: 2627.882568
	Iteration 37Q: 3 clusters Score -864814.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -864836.875000 Penalty: 2627.882568
	Iteration 38Q: 3 clusters Score -864836.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -864862.687500 Penalty: 2627.882568
	Iteration 39Q: 3 clusters Score -864862.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -864901.812500 Penalty: 2627.882568
	Iteration 40F: 3 clusters Score -864901.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -864943.062500 Penalty: 2627.882568
	Iteration 41Q: 3 clusters Score -864943.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -865007.750000 Penalty: 2627.882568
	Iteration 42Q: 3 clusters Score -865007.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -865090.750000 Penalty: 2627.882568
	Iteration 43Q: 3 clusters Score -865090.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -865173.500000 Penalty: 2627.882568
	Iteration 44Q: 3 clusters Score -865173.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -865268.250000 Penalty: 2627.882568
	Iteration 45Q: 3 clusters Score -865268.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -865352.937500 Penalty: 2627.882568
	Iteration 46Q: 3 clusters Score -865352.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -865415.187500 Penalty: 2627.882568
	Iteration 47Q: 3 clusters Score -865415.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -865485.312500 Penalty: 2627.882568
	Iteration 48Q: 3 clusters Score -865485.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -865550.750000 Penalty: 2627.882568
	Iteration 49Q: 3 clusters Score -865550.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -865614.812500 Penalty: 2627.882568
	Iteration 50Q: 3 clusters Score -865614.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -865675.000000 Penalty: 2627.882568
	Iteration 51Q: 3 clusters Score -865675 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -865726.250000 Penalty: 2627.882568
	Iteration 52Q: 3 clusters Score -865726.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -865761.625000 Penalty: 2627.882568
	Iteration 53Q: 3 clusters Score -865761.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -865792.000000 Penalty: 2627.882568
	Iteration 54Q: 3 clusters Score -865792 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -865820.562500 Penalty: 2627.882568
	Iteration 55Q: 3 clusters Score -865820.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -865842.500000 Penalty: 2627.882568
	Iteration 56Q: 3 clusters Score -865842.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -865861.750000 Penalty: 2627.882568
	Iteration 57Q: 3 clusters Score -865861.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -865877.812500 Penalty: 2627.882568
	Iteration 58Q: 3 clusters Score -865877.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -865891.437500 Penalty: 2627.882568
	Iteration 59Q: 3 clusters Score -865891.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -865910.000000 Penalty: 2627.882568
	Iteration 60F: 3 clusters Score -865910 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -865923.500000 Penalty: 2627.882568
	Iteration 61Q: 3 clusters Score -865923.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -865934.687500 Penalty: 2627.882568
	Iteration 62Q: 3 clusters Score -865934.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -865942.625000 Penalty: 2627.882568
	Iteration 63Q: 3 clusters Score -865942.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -865952.000000 Penalty: 2627.882568
	Iteration 64Q: 3 clusters Score -865952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -865957.437500 Penalty: 2627.882568
	Iteration 65Q: 3 clusters Score -865957.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -865959.312500 Penalty: 2627.882568
	Iteration 66Q: 3 clusters Score -865959.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -865960.000000 Penalty: 2627.882568
	Iteration 67Q: 3 clusters Score -865960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -865966.000000 Penalty: 2627.882568
	Iteration 68Q: 3 clusters Score -865966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -865969.875000 Penalty: 2627.882568
	Iteration 69Q: 3 clusters Score -865969.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -865972.250000 Penalty: 2627.882568
	Iteration 70Q: 3 clusters Score -865972.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -865978.562500 Penalty: 2627.882568
	Iteration 71Q: 3 clusters Score -865978.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -865979.875000 Penalty: 2627.882568
	Iteration 72Q: 3 clusters Score -865979.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -865982.125000 Penalty: 2627.882568
	Iteration 73Q: 3 clusters Score -865982.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -865982.750000 Penalty: 2627.882568
	Iteration 74Q: 3 clusters Score -865982.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -865983.250000 Penalty: 2627.882568
	Iteration 75Q: 3 clusters Score -865983.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -865983.250000 Penalty: 2627.882568
	Iteration 76F: 3 clusters Score -865983.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Entering Unmasked Estep 
Score: -44676.792969 Penalty: 891.157471
	Iteration 0F: 2 clusters Score -44676.79 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 205 members 
Entering Unmasked Estep 
Score: -43896.636719 Penalty: 1782.314941
	Iteration 0F: 3 clusters Score -43896.64 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -44065.902344 Penalty: 1782.314941
	Iteration 1F: 3 clusters Score -44065.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -44129.875000 Penalty: 1782.314941
	Iteration 2Q: 3 clusters Score -44129.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -44147.933594 Penalty: 1782.314941
	Iteration 3Q: 3 clusters Score -44147.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -44165.593750 Penalty: 1782.314941
	Iteration 4Q: 3 clusters Score -44165.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -44189.890625 Penalty: 1782.314941
	Iteration 5Q: 3 clusters Score -44189.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -44194.496094 Penalty: 1782.314941
	Iteration 6Q: 3 clusters Score -44194.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -44194.496094 Penalty: 1782.314941
	Iteration 7F: 3 clusters Score -44194.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60005 members 
Mstep: Class 2 contains 8762 members 
Mstep: Class 3 contains 74755 members 
Mstep: Class 4 contains 28593 members 
Mstep: Class 5 contains 50667 members 
Mstep: Class 6 contains 5874 members 
Mstep: Class 7 contains 76312 members 
Mstep: Class 8 contains 22447 members 
Mstep: Class 9 contains 282 members 
Mstep: Class 10 contains 6346 members 
Mstep: Class 11 contains 39105 members 
Mstep: Class 12 contains 2243 members 
Mstep: Class 13 contains 5620 members 
Mstep: Class 14 contains 65434 members 
Mstep: Class 15 contains 10444 members 
Mstep: Class 16 contains 11764 members 
Mstep: Class 17 contains 3836 members 
Mstep: Class 18 contains 27943 members 
Mstep: Class 19 contains 9706 members 
Mstep: Class 20 contains 326 members 
Mstep: Class 21 contains 5503 members 
Mstep: Class 22 contains 15284 members 
Mstep: Class 23 contains 19409 members 
Mstep: Class 24 contains 3779 members 
Mstep: Class 25 contains 14300 members 
Mstep: Class 26 contains 6231 members 
Mstep: Class 27 contains 25981 members 
Mstep: Class 28 contains 12605 members 
Mstep: Class 29 contains 309 members 
Mstep: Class 30 contains 16061 members 
Mstep: Class 31 contains 405 members 
Mstep: Class 32 contains 1627 members 
Mstep: Class 33 contains 134 members 
Mstep: Class 34 contains 310 members 
Mstep: Class 35 contains 6838 members 
Mstep: Class 36 contains 399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80988368.000000 Penalty: 85805.187500
Iteration 159Q: 44 clusters Score -8.098837e+07 nChanged 6575
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60108 members 
Mstep: Class 2 contains 9175 members 
Mstep: Class 3 contains 75035 members 
Mstep: Class 4 contains 28370 members 
Mstep: Class 5 contains 50680 members 
Mstep: Class 6 contains 5865 members 
Mstep: Class 7 contains 76120 members 
Mstep: Class 8 contains 22457 members 
Mstep: Class 9 contains 279 members 
Mstep: Class 10 contains 6348 members 
Mstep: Class 11 contains 39125 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 5618 members 
Mstep: Class 14 contains 65750 members 
Mstep: Class 15 contains 10441 members 
Mstep: Class 16 contains 11786 members 
Mstep: Class 17 contains 3840 members 
Mstep: Class 18 contains 27851 members 
Mstep: Class 19 contains 9708 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5508 members 
Mstep: Class 22 contains 15287 members 
Mstep: Class 23 contains 19409 members 
Mstep: Class 24 contains 3778 members 
Mstep: Class 25 contains 14384 members 
Mstep: Class 26 contains 6231 members 
Mstep: Class 27 contains 25900 members 
Mstep: Class 28 contains 12667 members 
Mstep: Class 29 contains 311 members 
Mstep: Class 30 contains 16060 members 
Mstep: Class 31 contains 403 members 
Mstep: Class 32 contains 1627 members 
Mstep: Class 33 contains 141 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6841 members 
Mstep: Class 36 contains 399 members 
Mstep: Class 37 contains 7541 members 
Mstep: Class 38 contains 8502 members 
Mstep: Class 39 contains 9501 members 
Mstep: Class 40 contains 253 members 
Mstep: Class 41 contains 410 members 
Mstep: Class 42 contains 156 members 
Mstep: Class 43 contains 161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80990568.000000 Penalty: 85805.187500
Iteration 160F: 44 clusters Score -8.099057e+07 nChanged 4871
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60334 members 
Mstep: Class 2 contains 9521 members 
Mstep: Class 3 contains 75239 members 
Mstep: Class 4 contains 28034 members 
Mstep: Class 5 contains 50567 members 
Mstep: Class 6 contains 5851 members 
Mstep: Class 7 contains 75441 members 
Mstep: Class 8 contains 22430 members 
Mstep: Class 9 contains 279 members 
Mstep: Class 10 contains 6353 members 
Mstep: Class 11 contains 38987 members 
Mstep: Class 12 contains 2237 members 
Mstep: Class 13 contains 5615 members 
Mstep: Class 14 contains 65828 members 
Mstep: Class 15 contains 10439 members 
Mstep: Class 16 contains 11789 members 
Mstep: Class 17 contains 3843 members 
Mstep: Class 18 contains 27537 members 
Mstep: Class 19 contains 9711 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5498 members 
Mstep: Class 22 contains 15297 members 
Mstep: Class 23 contains 19412 members 
Mstep: Class 24 contains 3771 members 
Mstep: Class 25 contains 14407 members 
Mstep: Class 26 contains 6156 members 
Mstep: Class 27 contains 25513 members 
Mstep: Class 28 contains 12524 members 
Mstep: Class 29 contains 308 members 
Mstep: Class 30 contains 16049 members 
Mstep: Class 31 contains 403 members 
Mstep: Class 32 contains 1627 members 
Mstep: Class 33 contains 143 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6838 members 
Mstep: Class 36 contains 399 members 
Mstep: Class 37 contains 7943 members 
Mstep: Class 38 contains 8894 members 
Mstep: Class 39 contains 10072 members 
Mstep: Class 40 contains 251 members 
Mstep: Class 41 contains 410 members 
Mstep: Class 42 contains 159 members 
Mstep: Class 43 contains 161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80991592.000000 Penalty: 85805.187500
Iteration 161Q: 44 clusters Score -8.099159e+07 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60573 members 
Mstep: Class 2 contains 9810 members 
Mstep: Class 3 contains 75546 members 
Mstep: Class 4 contains 27765 members 
Mstep: Class 5 contains 50518 members 
Mstep: Class 6 contains 5840 members 
Mstep: Class 7 contains 74894 members 
Mstep: Class 8 contains 22411 members 
Mstep: Class 9 contains 277 members 
Mstep: Class 10 contains 6355 members 
Mstep: Class 11 contains 38892 members 
Mstep: Class 12 contains 2232 members 
Mstep: Class 13 contains 5611 members 
Mstep: Class 14 contains 65883 members 
Mstep: Class 15 contains 10441 members 
Mstep: Class 16 contains 11794 members 
Mstep: Class 17 contains 3846 members 
Mstep: Class 18 contains 27339 members 
Mstep: Class 19 contains 9719 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5491 members 
Mstep: Class 22 contains 15312 members 
Mstep: Class 23 contains 19415 members 
Mstep: Class 24 contains 3769 members 
Mstep: Class 25 contains 14417 members 
Mstep: Class 26 contains 6113 members 
Mstep: Class 27 contains 25153 members 
Mstep: Class 28 contains 12427 members 
Mstep: Class 29 contains 306 members 
Mstep: Class 30 contains 16048 members 
Mstep: Class 31 contains 405 members 
Mstep: Class 32 contains 1628 members 
Mstep: Class 33 contains 146 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6840 members 
Mstep: Class 36 contains 399 members 
Mstep: Class 37 contains 8155 members 
Mstep: Class 38 contains 9097 members 
Mstep: Class 39 contains 10423 members 
Mstep: Class 40 contains 252 members 
Mstep: Class 41 contains 408 members 
Mstep: Class 42 contains 159 members 
Mstep: Class 43 contains 161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992368.000000 Penalty: 85805.187500
Iteration 162Q: 44 clusters Score -8.099237e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 60835 members 
Mstep: Class 2 contains 10063 members 
Mstep: Class 3 contains 75778 members 
Mstep: Class 4 contains 27561 members 
Mstep: Class 5 contains 50466 members 
Mstep: Class 6 contains 5835 members 
Mstep: Class 7 contains 74402 members 
Mstep: Class 8 contains 22401 members 
Mstep: Class 9 contains 277 members 
Mstep: Class 10 contains 6355 members 
Mstep: Class 11 contains 38869 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 5611 members 
Mstep: Class 14 contains 65897 members 
Mstep: Class 15 contains 10444 members 
Mstep: Class 16 contains 11798 members 
Mstep: Class 17 contains 3844 members 
Mstep: Class 18 contains 27210 members 
Mstep: Class 19 contains 9724 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5491 members 
Mstep: Class 22 contains 15320 members 
Mstep: Class 23 contains 19415 members 
Mstep: Class 24 contains 3765 members 
Mstep: Class 25 contains 14424 members 
Mstep: Class 26 contains 6079 members 
Mstep: Class 27 contains 24815 members 
Mstep: Class 28 contains 12343 members 
Mstep: Class 29 contains 301 members 
Mstep: Class 30 contains 16047 members 
Mstep: Class 31 contains 406 members 
Mstep: Class 32 contains 1630 members 
Mstep: Class 33 contains 150 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6844 members 
Mstep: Class 36 contains 399 members 
Mstep: Class 37 contains 8288 members 
Mstep: Class 38 contains 9222 members 
Mstep: Class 39 contains 10745 members 
Mstep: Class 40 contains 252 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 160 members 
Mstep: Class 43 contains 161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992832.000000 Penalty: 85805.187500
Iteration 163Q: 44 clusters Score -8.099283e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 61067 members 
Mstep: Class 2 contains 10263 members 
Mstep: Class 3 contains 75972 members 
Mstep: Class 4 contains 27380 members 
Mstep: Class 5 contains 50418 members 
Mstep: Class 6 contains 5819 members 
Mstep: Class 7 contains 74004 members 
Mstep: Class 8 contains 22389 members 
Mstep: Class 9 contains 276 members 
Mstep: Class 10 contains 6357 members 
Mstep: Class 11 contains 38840 members 
Mstep: Class 12 contains 2239 members 
Mstep: Class 13 contains 5611 members 
Mstep: Class 14 contains 65923 members 
Mstep: Class 15 contains 10440 members 
Mstep: Class 16 contains 11799 members 
Mstep: Class 17 contains 3845 members 
Mstep: Class 18 contains 27133 members 
Mstep: Class 19 contains 9728 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5485 members 
Mstep: Class 22 contains 15335 members 
Mstep: Class 23 contains 19422 members 
Mstep: Class 24 contains 3759 members 
Mstep: Class 25 contains 14428 members 
Mstep: Class 26 contains 6042 members 
Mstep: Class 27 contains 24529 members 
Mstep: Class 28 contains 12299 members 
Mstep: Class 29 contains 298 members 
Mstep: Class 30 contains 16046 members 
Mstep: Class 31 contains 406 members 
Mstep: Class 32 contains 1631 members 
Mstep: Class 33 contains 154 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6848 members 
Mstep: Class 36 contains 399 members 
Mstep: Class 37 contains 8379 members 
Mstep: Class 38 contains 9304 members 
Mstep: Class 39 contains 11023 members 
Mstep: Class 40 contains 251 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 161 members 
Mstep: Class 43 contains 161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993384.000000 Penalty: 85805.187500
Iteration 164Q: 44 clusters Score -8.099338e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 61308 members 
Mstep: Class 2 contains 10427 members 
Mstep: Class 3 contains 76112 members 
Mstep: Class 4 contains 27229 members 
Mstep: Class 5 contains 50383 members 
Mstep: Class 6 contains 5819 members 
Mstep: Class 7 contains 73612 members 
Mstep: Class 8 contains 22384 members 
Mstep: Class 9 contains 275 members 
Mstep: Class 10 contains 6358 members 
Mstep: Class 11 contains 38819 members 
Mstep: Class 12 contains 2235 members 
Mstep: Class 13 contains 5612 members 
Mstep: Class 14 contains 65950 members 
Mstep: Class 15 contains 10439 members 
Mstep: Class 16 contains 11800 members 
Mstep: Class 17 contains 3850 members 
Mstep: Class 18 contains 27084 members 
Mstep: Class 19 contains 9732 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5484 members 
Mstep: Class 22 contains 15339 members 
Mstep: Class 23 contains 19426 members 
Mstep: Class 24 contains 3762 members 
Mstep: Class 25 contains 14430 members 
Mstep: Class 26 contains 6022 members 
Mstep: Class 27 contains 24252 members 
Mstep: Class 28 contains 12249 members 
Mstep: Class 29 contains 297 members 
Mstep: Class 30 contains 16045 members 
Mstep: Class 31 contains 406 members 
Mstep: Class 32 contains 1631 members 
Mstep: Class 33 contains 156 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6848 members 
Mstep: Class 36 contains 399 members 
Mstep: Class 37 contains 8457 members 
Mstep: Class 38 contains 9347 members 
Mstep: Class 39 contains 11312 members 
Mstep: Class 40 contains 250 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 162 members 
Mstep: Class 43 contains 161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993544.000000 Penalty: 85805.187500
Iteration 165Q: 44 clusters Score -8.099354e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 61560 members 
Mstep: Class 2 contains 10564 members 
Mstep: Class 3 contains 76247 members 
Mstep: Class 4 contains 27104 members 
Mstep: Class 5 contains 50356 members 
Mstep: Class 6 contains 5812 members 
Mstep: Class 7 contains 73197 members 
Mstep: Class 8 contains 22377 members 
Mstep: Class 9 contains 274 members 
Mstep: Class 10 contains 6364 members 
Mstep: Class 11 contains 38797 members 
Mstep: Class 12 contains 2232 members 
Mstep: Class 13 contains 5613 members 
Mstep: Class 14 contains 65963 members 
Mstep: Class 15 contains 10433 members 
Mstep: Class 16 contains 11798 members 
Mstep: Class 17 contains 3853 members 
Mstep: Class 18 contains 27073 members 
Mstep: Class 19 contains 9730 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5487 members 
Mstep: Class 22 contains 15352 members 
Mstep: Class 23 contains 19427 members 
Mstep: Class 24 contains 3761 members 
Mstep: Class 25 contains 14429 members 
Mstep: Class 26 contains 6000 members 
Mstep: Class 27 contains 23988 members 
Mstep: Class 28 contains 12210 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 16045 members 
Mstep: Class 31 contains 406 members 
Mstep: Class 32 contains 1632 members 
Mstep: Class 33 contains 157 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6848 members 
Mstep: Class 36 contains 399 members 
Mstep: Class 37 contains 8524 members 
Mstep: Class 38 contains 9378 members 
Mstep: Class 39 contains 11603 members 
Mstep: Class 40 contains 248 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 162 members 
Mstep: Class 43 contains 161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994016.000000 Penalty: 85805.187500
Iteration 166Q: 44 clusters Score -8.099402e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 61732 members 
Mstep: Class 2 contains 10674 members 
Mstep: Class 3 contains 76417 members 
Mstep: Class 4 contains 27014 members 
Mstep: Class 5 contains 50339 members 
Mstep: Class 6 contains 5794 members 
Mstep: Class 7 contains 72853 members 
Mstep: Class 8 contains 22372 members 
Mstep: Class 9 contains 274 members 
Mstep: Class 10 contains 6362 members 
Mstep: Class 11 contains 38782 members 
Mstep: Class 12 contains 2233 members 
Mstep: Class 13 contains 5613 members 
Mstep: Class 14 contains 65973 members 
Mstep: Class 15 contains 10431 members 
Mstep: Class 16 contains 11798 members 
Mstep: Class 17 contains 3854 members 
Mstep: Class 18 contains 27056 members 
Mstep: Class 19 contains 9726 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5488 members 
Mstep: Class 22 contains 15366 members 
Mstep: Class 23 contains 19427 members 
Mstep: Class 24 contains 3762 members 
Mstep: Class 25 contains 14431 members 
Mstep: Class 26 contains 5980 members 
Mstep: Class 27 contains 23747 members 
Mstep: Class 28 contains 12188 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 16046 members 
Mstep: Class 31 contains 406 members 
Mstep: Class 32 contains 1632 members 
Mstep: Class 33 contains 157 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6850 members 
Mstep: Class 36 contains 399 members 
Mstep: Class 37 contains 8583 members 
Mstep: Class 38 contains 9392 members 
Mstep: Class 39 contains 11842 members 
Mstep: Class 40 contains 248 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 162 members 
Mstep: Class 43 contains 161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994176.000000 Penalty: 85805.187500
Iteration 167Q: 44 clusters Score -8.099418e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 61892 members 
Mstep: Class 2 contains 10781 members 
Mstep: Class 3 contains 76553 members 
Mstep: Class 4 contains 26936 members 
Mstep: Class 5 contains 50319 members 
Mstep: Class 6 contains 5780 members 
Mstep: Class 7 contains 72570 members 
Mstep: Class 8 contains 22371 members 
Mstep: Class 9 contains 274 members 
Mstep: Class 10 contains 6363 members 
Mstep: Class 11 contains 38770 members 
Mstep: Class 12 contains 2229 members 
Mstep: Class 13 contains 5614 members 
Mstep: Class 14 contains 65978 members 
Mstep: Class 15 contains 10429 members 
Mstep: Class 16 contains 11798 members 
Mstep: Class 17 contains 3854 members 
Mstep: Class 18 contains 27045 members 
Mstep: Class 19 contains 9728 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5493 members 
Mstep: Class 22 contains 15385 members 
Mstep: Class 23 contains 19425 members 
Mstep: Class 24 contains 3760 members 
Mstep: Class 25 contains 14433 members 
Mstep: Class 26 contains 5957 members 
Mstep: Class 27 contains 23512 members 
Mstep: Class 28 contains 12173 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 16046 members 
Mstep: Class 31 contains 406 members 
Mstep: Class 32 contains 1632 members 
Mstep: Class 33 contains 157 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6851 members 
Mstep: Class 36 contains 399 members 
Mstep: Class 37 contains 8604 members 
Mstep: Class 38 contains 9400 members 
Mstep: Class 39 contains 12076 members 
Mstep: Class 40 contains 248 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 162 members 
Mstep: Class 43 contains 161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994464.000000 Penalty: 85805.187500
Iteration 168Q: 44 clusters Score -8.099446e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62024 members 
Mstep: Class 2 contains 10878 members 
Mstep: Class 3 contains 76681 members 
Mstep: Class 4 contains 26871 members 
Mstep: Class 5 contains 50301 members 
Mstep: Class 6 contains 5767 members 
Mstep: Class 7 contains 72273 members 
Mstep: Class 8 contains 22372 members 
Mstep: Class 9 contains 274 members 
Mstep: Class 10 contains 6363 members 
Mstep: Class 11 contains 38768 members 
Mstep: Class 12 contains 2225 members 
Mstep: Class 13 contains 5615 members 
Mstep: Class 14 contains 65976 members 
Mstep: Class 15 contains 10427 members 
Mstep: Class 16 contains 11800 members 
Mstep: Class 17 contains 3856 members 
Mstep: Class 18 contains 27046 members 
Mstep: Class 19 contains 9726 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5495 members 
Mstep: Class 22 contains 15402 members 
Mstep: Class 23 contains 19429 members 
Mstep: Class 24 contains 3760 members 
Mstep: Class 25 contains 14436 members 
Mstep: Class 26 contains 5944 members 
Mstep: Class 27 contains 23283 members 
Mstep: Class 28 contains 12161 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 16046 members 
Mstep: Class 31 contains 406 members 
Mstep: Class 32 contains 1632 members 
Mstep: Class 33 contains 157 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6853 members 
Mstep: Class 36 contains 399 members 
Mstep: Class 37 contains 8623 members 
Mstep: Class 38 contains 9405 members 
Mstep: Class 39 contains 12319 members 
Mstep: Class 40 contains 248 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 162 members 
Mstep: Class 43 contains 161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994648.000000 Penalty: 85805.187500
Iteration 169Q: 44 clusters Score -8.099465e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62140 members 
Mstep: Class 2 contains 10958 members 
Mstep: Class 3 contains 76769 members 
Mstep: Class 4 contains 26849 members 
Mstep: Class 5 contains 50289 members 
Mstep: Class 6 contains 5768 members 
Mstep: Class 7 contains 72037 members 
Mstep: Class 8 contains 22372 members 
Mstep: Class 9 contains 274 members 
Mstep: Class 10 contains 6362 members 
Mstep: Class 11 contains 38761 members 
Mstep: Class 12 contains 2220 members 
Mstep: Class 13 contains 5616 members 
Mstep: Class 14 contains 65980 members 
Mstep: Class 15 contains 10428 members 
Mstep: Class 16 contains 11800 members 
Mstep: Class 17 contains 3857 members 
Mstep: Class 18 contains 27038 members 
Mstep: Class 19 contains 9729 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5497 members 
Mstep: Class 22 contains 15417 members 
Mstep: Class 23 contains 19430 members 
Mstep: Class 24 contains 3759 members 
Mstep: Class 25 contains 14436 members 
Mstep: Class 26 contains 5932 members 
Mstep: Class 27 contains 23036 members 
Mstep: Class 28 contains 12148 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 16045 members 
Mstep: Class 31 contains 406 members 
Mstep: Class 32 contains 1632 members 
Mstep: Class 33 contains 157 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6854 members 
Mstep: Class 36 contains 399 members 
Mstep: Class 37 contains 8629 members 
Mstep: Class 38 contains 9408 members 
Mstep: Class 39 contains 12561 members 
Mstep: Class 40 contains 248 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 162 members 
Mstep: Class 43 contains 161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994672.000000 Penalty: 85805.187500
Iteration 170Q: 44 clusters Score -8.099467e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62208 members 
Mstep: Class 2 contains 11018 members 
Mstep: Class 3 contains 76839 members 
Mstep: Class 4 contains 26853 members 
Mstep: Class 5 contains 50272 members 
Mstep: Class 6 contains 5768 members 
Mstep: Class 7 contains 71809 members 
Mstep: Class 8 contains 22370 members 
Mstep: Class 9 contains 274 members 
Mstep: Class 10 contains 6359 members 
Mstep: Class 11 contains 38759 members 
Mstep: Class 12 contains 2220 members 
Mstep: Class 13 contains 5617 members 
Mstep: Class 14 contains 65980 members 
Mstep: Class 15 contains 10425 members 
Mstep: Class 16 contains 11802 members 
Mstep: Class 17 contains 3860 members 
Mstep: Class 18 contains 27028 members 
Mstep: Class 19 contains 9734 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5494 members 
Mstep: Class 22 contains 15434 members 
Mstep: Class 23 contains 19429 members 
Mstep: Class 24 contains 3754 members 
Mstep: Class 25 contains 14436 members 
Mstep: Class 26 contains 5919 members 
Mstep: Class 27 contains 22820 members 
Mstep: Class 28 contains 12139 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 16045 members 
Mstep: Class 31 contains 406 members 
Mstep: Class 32 contains 1632 members 
Mstep: Class 33 contains 157 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6857 members 
Mstep: Class 36 contains 399 members 
Mstep: Class 37 contains 8651 members 
Mstep: Class 38 contains 9411 members 
Mstep: Class 39 contains 12815 members 
Mstep: Class 40 contains 248 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 162 members 
Mstep: Class 43 contains 161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994664.000000 Penalty: 85805.187500
Iteration 171Q: 44 clusters Score -8.099466e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62242 members 
Mstep: Class 2 contains 11073 members 
Mstep: Class 3 contains 76893 members 
Mstep: Class 4 contains 26836 members 
Mstep: Class 5 contains 50256 members 
Mstep: Class 6 contains 5767 members 
Mstep: Class 7 contains 71609 members 
Mstep: Class 8 contains 22368 members 
Mstep: Class 9 contains 274 members 
Mstep: Class 10 contains 6354 members 
Mstep: Class 11 contains 38776 members 
Mstep: Class 12 contains 2217 members 
Mstep: Class 13 contains 5618 members 
Mstep: Class 14 contains 65977 members 
Mstep: Class 15 contains 10422 members 
Mstep: Class 16 contains 11802 members 
Mstep: Class 17 contains 3861 members 
Mstep: Class 18 contains 27024 members 
Mstep: Class 19 contains 9737 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5492 members 
Mstep: Class 22 contains 15446 members 
Mstep: Class 23 contains 19432 members 
Mstep: Class 24 contains 3755 members 
Mstep: Class 25 contains 14438 members 
Mstep: Class 26 contains 5898 members 
Mstep: Class 27 contains 22637 members 
Mstep: Class 28 contains 12134 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 16045 members 
Mstep: Class 31 contains 406 members 
Mstep: Class 32 contains 1632 members 
Mstep: Class 33 contains 157 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6856 members 
Mstep: Class 36 contains 399 members 
Mstep: Class 37 contains 8679 members 
Mstep: Class 38 contains 9413 members 
Mstep: Class 39 contains 13068 members 
Mstep: Class 40 contains 248 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 162 members 
Mstep: Class 43 contains 161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994712.000000 Penalty: 85805.187500
Iteration 172Q: 44 clusters Score -8.099471e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62256 members 
Mstep: Class 2 contains 11125 members 
Mstep: Class 3 contains 76949 members 
Mstep: Class 4 contains 26820 members 
Mstep: Class 5 contains 50240 members 
Mstep: Class 6 contains 5757 members 
Mstep: Class 7 contains 71403 members 
Mstep: Class 8 contains 22367 members 
Mstep: Class 9 contains 274 members 
Mstep: Class 10 contains 6353 members 
Mstep: Class 11 contains 38791 members 
Mstep: Class 12 contains 2215 members 
Mstep: Class 13 contains 5618 members 
Mstep: Class 14 contains 65978 members 
Mstep: Class 15 contains 10420 members 
Mstep: Class 16 contains 11803 members 
Mstep: Class 17 contains 3866 members 
Mstep: Class 18 contains 27016 members 
Mstep: Class 19 contains 9739 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5488 members 
Mstep: Class 22 contains 15460 members 
Mstep: Class 23 contains 19433 members 
Mstep: Class 24 contains 3755 members 
Mstep: Class 25 contains 14433 members 
Mstep: Class 26 contains 5887 members 
Mstep: Class 27 contains 22472 members 
Mstep: Class 28 contains 12123 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 16046 members 
Mstep: Class 31 contains 406 members 
Mstep: Class 32 contains 1632 members 
Mstep: Class 33 contains 157 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6857 members 
Mstep: Class 36 contains 399 members 
Mstep: Class 37 contains 8718 members 
Mstep: Class 38 contains 9416 members 
Mstep: Class 39 contains 13321 members 
Mstep: Class 40 contains 248 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 162 members 
Mstep: Class 43 contains 161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80995088.000000 Penalty: 85805.187500
Iteration 173Q: 44 clusters Score -8.099509e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62279 members 
Mstep: Class 2 contains 11172 members 
Mstep: Class 3 contains 77009 members 
Mstep: Class 4 contains 26800 members 
Mstep: Class 5 contains 50222 members 
Mstep: Class 6 contains 5751 members 
Mstep: Class 7 contains 71214 members 
Mstep: Class 8 contains 22366 members 
Mstep: Class 9 contains 274 members 
Mstep: Class 10 contains 6352 members 
Mstep: Class 11 contains 38802 members 
Mstep: Class 12 contains 2213 members 
Mstep: Class 13 contains 5618 members 
Mstep: Class 14 contains 65976 members 
Mstep: Class 15 contains 10418 members 
Mstep: Class 16 contains 11802 members 
Mstep: Class 17 contains 3867 members 
Mstep: Class 18 contains 27009 members 
Mstep: Class 19 contains 9742 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5488 members 
Mstep: Class 22 contains 15475 members 
Mstep: Class 23 contains 19437 members 
Mstep: Class 24 contains 3755 members 
Mstep: Class 25 contains 14435 members 
Mstep: Class 26 contains 5872 members 
Mstep: Class 27 contains 22271 members 
Mstep: Class 28 contains 12118 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 16046 members 
Mstep: Class 31 contains 406 members 
Mstep: Class 32 contains 1631 members 
Mstep: Class 33 contains 157 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6857 members 
Mstep: Class 36 contains 399 members 
Mstep: Class 37 contains 8751 members 
Mstep: Class 38 contains 9422 members 
Mstep: Class 39 contains 13587 members 
Mstep: Class 40 contains 248 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 162 members 
Mstep: Class 43 contains 161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80995208.000000 Penalty: 85805.187500
Iteration 174Q: 44 clusters Score -8.099521e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62257 members 
Mstep: Class 2 contains 11210 members 
Mstep: Class 3 contains 77049 members 
Mstep: Class 4 contains 26790 members 
Mstep: Class 5 contains 50202 members 
Mstep: Class 6 contains 5747 members 
Mstep: Class 7 contains 71054 members 
Mstep: Class 8 contains 22365 members 
Mstep: Class 9 contains 274 members 
Mstep: Class 10 contains 6351 members 
Mstep: Class 11 contains 38814 members 
Mstep: Class 12 contains 2210 members 
Mstep: Class 13 contains 5618 members 
Mstep: Class 14 contains 65973 members 
Mstep: Class 15 contains 10414 members 
Mstep: Class 16 contains 11803 members 
Mstep: Class 17 contains 3868 members 
Mstep: Class 18 contains 27000 members 
Mstep: Class 19 contains 9747 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5485 members 
Mstep: Class 22 contains 15493 members 
Mstep: Class 23 contains 19444 members 
Mstep: Class 24 contains 3755 members 
Mstep: Class 25 contains 14435 members 
Mstep: Class 26 contains 5862 members 
Mstep: Class 27 contains 22098 members 
Mstep: Class 28 contains 12114 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 16045 members 
Mstep: Class 31 contains 406 members 
Mstep: Class 32 contains 1631 members 
Mstep: Class 33 contains 157 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6858 members 
Mstep: Class 36 contains 399 members 
Mstep: Class 37 contains 8792 members 
Mstep: Class 38 contains 9425 members 
Mstep: Class 39 contains 13848 members 
Mstep: Class 40 contains 248 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 162 members 
Mstep: Class 43 contains 161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80995112.000000 Penalty: 85805.187500
Iteration 175Q: 44 clusters Score -8.099511e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62216 members 
Mstep: Class 2 contains 11235 members 
Mstep: Class 3 contains 77084 members 
Mstep: Class 4 contains 26799 members 
Mstep: Class 5 contains 50185 members 
Mstep: Class 6 contains 5742 members 
Mstep: Class 7 contains 70864 members 
Mstep: Class 8 contains 22365 members 
Mstep: Class 9 contains 274 members 
Mstep: Class 10 contains 6352 members 
Mstep: Class 11 contains 38817 members 
Mstep: Class 12 contains 2208 members 
Mstep: Class 13 contains 5618 members 
Mstep: Class 14 contains 65975 members 
Mstep: Class 15 contains 10414 members 
Mstep: Class 16 contains 11804 members 
Mstep: Class 17 contains 3867 members 
Mstep: Class 18 contains 27001 members 
Mstep: Class 19 contains 9751 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5488 members 
Mstep: Class 22 contains 15515 members 
Mstep: Class 23 contains 19449 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 14438 members 
Mstep: Class 26 contains 5857 members 
Mstep: Class 27 contains 21925 members 
Mstep: Class 28 contains 12104 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 16046 members 
Mstep: Class 31 contains 406 members 
Mstep: Class 32 contains 1631 members 
Mstep: Class 33 contains 157 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6858 members 
Mstep: Class 36 contains 399 members 
Mstep: Class 37 contains 8823 members 
Mstep: Class 38 contains 9427 members 
Mstep: Class 39 contains 14147 members 
Mstep: Class 40 contains 248 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 162 members 
Mstep: Class 43 contains 161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80995200.000000 Penalty: 85805.187500
Iteration 176Q: 44 clusters Score -8.09952e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62194 members 
Mstep: Class 2 contains 11263 members 
Mstep: Class 3 contains 77120 members 
Mstep: Class 4 contains 26830 members 
Mstep: Class 5 contains 50166 members 
Mstep: Class 6 contains 5747 members 
Mstep: Class 7 contains 70664 members 
Mstep: Class 8 contains 22364 members 
Mstep: Class 9 contains 274 members 
Mstep: Class 10 contains 6351 members 
Mstep: Class 11 contains 38817 members 
Mstep: Class 12 contains 2209 members 
Mstep: Class 13 contains 5618 members 
Mstep: Class 14 contains 65973 members 
Mstep: Class 15 contains 10416 members 
Mstep: Class 16 contains 11804 members 
Mstep: Class 17 contains 3866 members 
Mstep: Class 18 contains 26998 members 
Mstep: Class 19 contains 9757 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5493 members 
Mstep: Class 22 contains 15536 members 
Mstep: Class 23 contains 19453 members 
Mstep: Class 24 contains 3750 members 
Mstep: Class 25 contains 14441 members 
Mstep: Class 26 contains 5843 members 
Mstep: Class 27 contains 21739 members 
Mstep: Class 28 contains 12096 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 16046 members 
Mstep: Class 31 contains 406 members 
Mstep: Class 32 contains 1631 members 
Mstep: Class 33 contains 157 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6857 members 
Mstep: Class 36 contains 399 members 
Mstep: Class 37 contains 8844 members 
Mstep: Class 38 contains 9429 members 
Mstep: Class 39 contains 14442 members 
Mstep: Class 40 contains 248 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 162 members 
Mstep: Class 43 contains 161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80995408.000000 Penalty: 85805.187500
Iteration 177Q: 44 clusters Score -8.099541e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62172 members 
Mstep: Class 2 contains 11296 members 
Mstep: Class 3 contains 77140 members 
Mstep: Class 4 contains 26860 members 
Mstep: Class 5 contains 50155 members 
Mstep: Class 6 contains 5743 members 
Mstep: Class 7 contains 70456 members 
Mstep: Class 8 contains 22364 members 
Mstep: Class 9 contains 274 members 
Mstep: Class 10 contains 6347 members 
Mstep: Class 11 contains 38819 members 
Mstep: Class 12 contains 2208 members 
Mstep: Class 13 contains 5619 members 
Mstep: Class 14 contains 65970 members 
Mstep: Class 15 contains 10417 members 
Mstep: Class 16 contains 11801 members 
Mstep: Class 17 contains 3866 members 
Mstep: Class 18 contains 26996 members 
Mstep: Class 19 contains 9761 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5495 members 
Mstep: Class 22 contains 15554 members 
Mstep: Class 23 contains 19455 members 
Mstep: Class 24 contains 3748 members 
Mstep: Class 25 contains 14443 members 
Mstep: Class 26 contains 5830 members 
Mstep: Class 27 contains 21567 members 
Mstep: Class 28 contains 12091 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 16046 members 
Mstep: Class 31 contains 406 members 
Mstep: Class 32 contains 1631 members 
Mstep: Class 33 contains 157 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6857 members 
Mstep: Class 36 contains 399 members 
Mstep: Class 37 contains 8872 members 
Mstep: Class 38 contains 9431 members 
Mstep: Class 39 contains 14747 members 
Mstep: Class 40 contains 248 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 162 members 
Mstep: Class 43 contains 161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80995368.000000 Penalty: 85805.187500
Iteration 178Q: 44 clusters Score -8.099537e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62145 members 
Mstep: Class 2 contains 11331 members 
Mstep: Class 3 contains 77155 members 
Mstep: Class 4 contains 26882 members 
Mstep: Class 5 contains 50146 members 
Mstep: Class 6 contains 5743 members 
Mstep: Class 7 contains 70279 members 
Mstep: Class 8 contains 22363 members 
Mstep: Class 9 contains 274 members 
Mstep: Class 10 contains 6345 members 
Mstep: Class 11 contains 38807 members 
Mstep: Class 12 contains 2208 members 
Mstep: Class 13 contains 5619 members 
Mstep: Class 14 contains 65966 members 
Mstep: Class 15 contains 10414 members 
Mstep: Class 16 contains 11801 members 
Mstep: Class 17 contains 3867 members 
Mstep: Class 18 contains 26994 members 
Mstep: Class 19 contains 9764 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5495 members 
Mstep: Class 22 contains 15568 members 
Mstep: Class 23 contains 19458 members 
Mstep: Class 24 contains 3747 members 
Mstep: Class 25 contains 14443 members 
Mstep: Class 26 contains 5822 members 
Mstep: Class 27 contains 21408 members 
Mstep: Class 28 contains 12079 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 16046 members 
Mstep: Class 31 contains 406 members 
Mstep: Class 32 contains 1631 members 
Mstep: Class 33 contains 157 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6857 members 
Mstep: Class 36 contains 399 members 
Mstep: Class 37 contains 8900 members 
Mstep: Class 38 contains 9435 members 
Mstep: Class 39 contains 15039 members 
Mstep: Class 40 contains 248 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 162 members 
Mstep: Class 43 contains 161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80995504.000000 Penalty: 85805.187500
Iteration 179Q: 44 clusters Score -8.09955e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62110 members 
Mstep: Class 2 contains 11354 members 
Mstep: Class 3 contains 77142 members 
Mstep: Class 4 contains 26919 members 
Mstep: Class 5 contains 50141 members 
Mstep: Class 6 contains 5740 members 
Mstep: Class 7 contains 70123 members 
Mstep: Class 8 contains 22362 members 
Mstep: Class 9 contains 274 members 
Mstep: Class 10 contains 6346 members 
Mstep: Class 11 contains 38802 members 
Mstep: Class 12 contains 2206 members 
Mstep: Class 13 contains 5619 members 
Mstep: Class 14 contains 65965 members 
Mstep: Class 15 contains 10413 members 
Mstep: Class 16 contains 11800 members 
Mstep: Class 17 contains 3866 members 
Mstep: Class 18 contains 26983 members 
Mstep: Class 19 contains 9769 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5497 members 
Mstep: Class 22 contains 15583 members 
Mstep: Class 23 contains 19457 members 
Mstep: Class 24 contains 3752 members 
Mstep: Class 25 contains 14442 members 
Mstep: Class 26 contains 5815 members 
Mstep: Class 27 contains 21250 members 
Mstep: Class 28 contains 12071 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 16047 members 
Mstep: Class 31 contains 406 members 
Mstep: Class 32 contains 1631 members 
Mstep: Class 33 contains 157 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6855 members 
Mstep: Class 36 contains 399 members 
Mstep: Class 37 contains 8926 members 
Mstep: Class 38 contains 9440 members 
Mstep: Class 39 contains 15331 members 
Mstep: Class 40 contains 248 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 162 members 
Mstep: Class 43 contains 161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80995576.000000 Penalty: 85805.187500
Iteration 180F: 44 clusters Score -8.099558e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62090 members 
Mstep: Class 2 contains 11373 members 
Mstep: Class 3 contains 77125 members 
Mstep: Class 4 contains 26945 members 
Mstep: Class 5 contains 50130 members 
Mstep: Class 6 contains 5738 members 
Mstep: Class 7 contains 69960 members 
Mstep: Class 8 contains 22362 members 
Mstep: Class 9 contains 274 members 
Mstep: Class 10 contains 6345 members 
Mstep: Class 11 contains 38788 members 
Mstep: Class 12 contains 2204 members 
Mstep: Class 13 contains 5619 members 
Mstep: Class 14 contains 65968 members 
Mstep: Class 15 contains 10415 members 
Mstep: Class 16 contains 11799 members 
Mstep: Class 17 contains 3866 members 
Mstep: Class 18 contains 26981 members 
Mstep: Class 19 contains 9777 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5499 members 
Mstep: Class 22 contains 15597 members 
Mstep: Class 23 contains 19457 members 
Mstep: Class 24 contains 3750 members 
Mstep: Class 25 contains 14444 members 
Mstep: Class 26 contains 5811 members 
Mstep: Class 27 contains 21098 members 
Mstep: Class 28 contains 12064 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 16047 members 
Mstep: Class 31 contains 406 members 
Mstep: Class 32 contains 1632 members 
Mstep: Class 33 contains 157 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6855 members 
Mstep: Class 36 contains 399 members 
Mstep: Class 37 contains 8955 members 
Mstep: Class 38 contains 9444 members 
Mstep: Class 39 contains 15619 members 
Mstep: Class 40 contains 248 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 162 members 
Mstep: Class 43 contains 161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80995624.000000 Penalty: 85805.187500
Iteration 181Q: 44 clusters Score -8.099562e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62100 members 
Mstep: Class 2 contains 11395 members 
Mstep: Class 3 contains 77087 members 
Mstep: Class 4 contains 26975 members 
Mstep: Class 5 contains 50129 members 
Mstep: Class 6 contains 5731 members 
Mstep: Class 7 contains 69807 members 
Mstep: Class 8 contains 22362 members 
Mstep: Class 9 contains 274 members 
Mstep: Class 10 contains 6342 members 
Mstep: Class 11 contains 38761 members 
Mstep: Class 12 contains 2203 members 
Mstep: Class 13 contains 5619 members 
Mstep: Class 14 contains 65967 members 
Mstep: Class 15 contains 10418 members 
Mstep: Class 16 contains 11798 members 
Mstep: Class 17 contains 3866 members 
Mstep: Class 18 contains 26978 members 
Mstep: Class 19 contains 9784 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5500 members 
Mstep: Class 22 contains 15613 members 
Mstep: Class 23 contains 19458 members 
Mstep: Class 24 contains 3749 members 
Mstep: Class 25 contains 14445 members 
Mstep: Class 26 contains 5805 members 
Mstep: Class 27 contains 20951 members 
Mstep: Class 28 contains 12061 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 16048 members 
Mstep: Class 31 contains 406 members 
Mstep: Class 32 contains 1631 members 
Mstep: Class 33 contains 157 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6855 members 
Mstep: Class 36 contains 399 members 
Mstep: Class 37 contains 8972 members 
Mstep: Class 38 contains 9445 members 
Mstep: Class 39 contains 15902 members 
Mstep: Class 40 contains 248 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 162 members 
Mstep: Class 43 contains 161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80995560.000000 Penalty: 85805.187500
Iteration 182Q: 44 clusters Score -8.099556e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62116 members 
Mstep: Class 2 contains 11420 members 
Mstep: Class 3 contains 77015 members 
Mstep: Class 4 contains 27002 members 
Mstep: Class 5 contains 50132 members 
Mstep: Class 6 contains 5731 members 
Mstep: Class 7 contains 69663 members 
Mstep: Class 8 contains 22362 members 
Mstep: Class 9 contains 274 members 
Mstep: Class 10 contains 6340 members 
Mstep: Class 11 contains 38761 members 
Mstep: Class 12 contains 2204 members 
Mstep: Class 13 contains 5618 members 
Mstep: Class 14 contains 65965 members 
Mstep: Class 15 contains 10415 members 
Mstep: Class 16 contains 11797 members 
Mstep: Class 17 contains 3866 members 
Mstep: Class 18 contains 26987 members 
Mstep: Class 19 contains 9792 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5504 members 
Mstep: Class 22 contains 15621 members 
Mstep: Class 23 contains 19460 members 
Mstep: Class 24 contains 3748 members 
Mstep: Class 25 contains 14447 members 
Mstep: Class 26 contains 5793 members 
Mstep: Class 27 contains 20796 members 
Mstep: Class 28 contains 12057 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 16048 members 
Mstep: Class 31 contains 406 members 
Mstep: Class 32 contains 1631 members 
Mstep: Class 33 contains 157 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6855 members 
Mstep: Class 36 contains 399 members 
Mstep: Class 37 contains 8989 members 
Mstep: Class 38 contains 9445 members 
Mstep: Class 39 contains 16177 members 
Mstep: Class 40 contains 248 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 162 members 
Mstep: Class 43 contains 161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80995608.000000 Penalty: 85805.187500
Iteration 183Q: 44 clusters Score -8.099561e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62146 members 
Mstep: Class 2 contains 11445 members 
Mstep: Class 3 contains 76955 members 
Mstep: Class 4 contains 27032 members 
Mstep: Class 5 contains 50119 members 
Mstep: Class 6 contains 5721 members 
Mstep: Class 7 contains 69468 members 
Mstep: Class 8 contains 22361 members 
Mstep: Class 9 contains 274 members 
Mstep: Class 10 contains 6338 members 
Mstep: Class 11 contains 38762 members 
Mstep: Class 12 contains 2203 members 
Mstep: Class 13 contains 5617 members 
Mstep: Class 14 contains 65964 members 
Mstep: Class 15 contains 10414 members 
Mstep: Class 16 contains 11798 members 
Mstep: Class 17 contains 3865 members 
Mstep: Class 18 contains 26996 members 
Mstep: Class 19 contains 9800 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5505 members 
Mstep: Class 22 contains 15634 members 
Mstep: Class 23 contains 19460 members 
Mstep: Class 24 contains 3748 members 
Mstep: Class 25 contains 14448 members 
Mstep: Class 26 contains 5780 members 
Mstep: Class 27 contains 20639 members 
Mstep: Class 28 contains 12060 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 16048 members 
Mstep: Class 31 contains 406 members 
Mstep: Class 32 contains 1631 members 
Mstep: Class 33 contains 157 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6855 members 
Mstep: Class 36 contains 399 members 
Mstep: Class 37 contains 9018 members 
Mstep: Class 38 contains 9445 members 
Mstep: Class 39 contains 16482 members 
Mstep: Class 40 contains 248 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 162 members 
Mstep: Class 43 contains 161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80995912.000000 Penalty: 85805.187500
Iteration 184Q: 44 clusters Score -8.099591e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62170 members 
Mstep: Class 2 contains 11463 members 
Mstep: Class 3 contains 76896 members 
Mstep: Class 4 contains 27051 members 
Mstep: Class 5 contains 50110 members 
Mstep: Class 6 contains 5713 members 
Mstep: Class 7 contains 69285 members 
Mstep: Class 8 contains 22361 members 
Mstep: Class 9 contains 274 members 
Mstep: Class 10 contains 6334 members 
Mstep: Class 11 contains 38743 members 
Mstep: Class 12 contains 2203 members 
Mstep: Class 13 contains 5617 members 
Mstep: Class 14 contains 65959 members 
Mstep: Class 15 contains 10412 members 
Mstep: Class 16 contains 11798 members 
Mstep: Class 17 contains 3863 members 
Mstep: Class 18 contains 26991 members 
Mstep: Class 19 contains 9818 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5506 members 
Mstep: Class 22 contains 15649 members 
Mstep: Class 23 contains 19462 members 
Mstep: Class 24 contains 3747 members 
Mstep: Class 25 contains 14448 members 
Mstep: Class 26 contains 5774 members 
Mstep: Class 27 contains 20507 members 
Mstep: Class 28 contains 12059 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 16048 members 
Mstep: Class 31 contains 406 members 
Mstep: Class 32 contains 1631 members 
Mstep: Class 33 contains 157 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6855 members 
Mstep: Class 36 contains 399 members 
Mstep: Class 37 contains 9044 members 
Mstep: Class 38 contains 9445 members 
Mstep: Class 39 contains 16795 members 
Mstep: Class 40 contains 248 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 162 members 
Mstep: Class 43 contains 161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996176.000000 Penalty: 85805.187500
Iteration 185Q: 44 clusters Score -8.099618e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62176 members 
Mstep: Class 2 contains 11474 members 
Mstep: Class 3 contains 76845 members 
Mstep: Class 4 contains 27084 members 
Mstep: Class 5 contains 50108 members 
Mstep: Class 6 contains 5707 members 
Mstep: Class 7 contains 69110 members 
Mstep: Class 8 contains 22361 members 
Mstep: Class 9 contains 274 members 
Mstep: Class 10 contains 6328 members 
Mstep: Class 11 contains 38716 members 
Mstep: Class 12 contains 2201 members 
Mstep: Class 13 contains 5617 members 
Mstep: Class 14 contains 65955 members 
Mstep: Class 15 contains 10412 members 
Mstep: Class 16 contains 11798 members 
Mstep: Class 17 contains 3866 members 
Mstep: Class 18 contains 26995 members 
Mstep: Class 19 contains 9822 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5508 members 
Mstep: Class 22 contains 15671 members 
Mstep: Class 23 contains 19460 members 
Mstep: Class 24 contains 3746 members 
Mstep: Class 25 contains 14448 members 
Mstep: Class 26 contains 5764 members 
Mstep: Class 27 contains 20397 members 
Mstep: Class 28 contains 12053 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 16048 members 
Mstep: Class 31 contains 406 members 
Mstep: Class 32 contains 1631 members 
Mstep: Class 33 contains 157 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6855 members 
Mstep: Class 36 contains 399 members 
Mstep: Class 37 contains 9070 members 
Mstep: Class 38 contains 9445 members 
Mstep: Class 39 contains 17086 members 
Mstep: Class 40 contains 248 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 162 members 
Mstep: Class 43 contains 161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996376.000000 Penalty: 85805.187500
Iteration 186Q: 44 clusters Score -8.099638e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62200 members 
Mstep: Class 2 contains 11483 members 
Mstep: Class 3 contains 76749 members 
Mstep: Class 4 contains 27124 members 
Mstep: Class 5 contains 50101 members 
Mstep: Class 6 contains 5703 members 
Mstep: Class 7 contains 68936 members 
Mstep: Class 8 contains 22361 members 
Mstep: Class 9 contains 274 members 
Mstep: Class 10 contains 6323 members 
Mstep: Class 11 contains 38699 members 
Mstep: Class 12 contains 2197 members 
Mstep: Class 13 contains 5618 members 
Mstep: Class 14 contains 65955 members 
Mstep: Class 15 contains 10415 members 
Mstep: Class 16 contains 11797 members 
Mstep: Class 17 contains 3868 members 
Mstep: Class 18 contains 26995 members 
Mstep: Class 19 contains 9826 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5512 members 
Mstep: Class 22 contains 15689 members 
Mstep: Class 23 contains 19460 members 
Mstep: Class 24 contains 3744 members 
Mstep: Class 25 contains 14448 members 
Mstep: Class 26 contains 5756 members 
Mstep: Class 27 contains 20283 members 
Mstep: Class 28 contains 12053 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 16048 members 
Mstep: Class 31 contains 406 members 
Mstep: Class 32 contains 1631 members 
Mstep: Class 33 contains 157 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6856 members 
Mstep: Class 36 contains 399 members 
Mstep: Class 37 contains 9077 members 
Mstep: Class 38 contains 9447 members 
Mstep: Class 39 contains 17403 members 
Mstep: Class 40 contains 248 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 162 members 
Mstep: Class 43 contains 161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996496.000000 Penalty: 85805.187500
Iteration 187Q: 44 clusters Score -8.09965e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62240 members 
Mstep: Class 2 contains 11493 members 
Mstep: Class 3 contains 76689 members 
Mstep: Class 4 contains 27162 members 
Mstep: Class 5 contains 50094 members 
Mstep: Class 6 contains 5697 members 
Mstep: Class 7 contains 68708 members 
Mstep: Class 8 contains 22362 members 
Mstep: Class 9 contains 274 members 
Mstep: Class 10 contains 6321 members 
Mstep: Class 11 contains 38681 members 
Mstep: Class 12 contains 2196 members 
Mstep: Class 13 contains 5618 members 
Mstep: Class 14 contains 65953 members 
Mstep: Class 15 contains 10416 members 
Mstep: Class 16 contains 11796 members 
Mstep: Class 17 contains 3869 members 
Mstep: Class 18 contains 27003 members 
Mstep: Class 19 contains 9833 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5520 members 
Mstep: Class 22 contains 15699 members 
Mstep: Class 23 contains 19461 members 
Mstep: Class 24 contains 3738 members 
Mstep: Class 25 contains 14450 members 
Mstep: Class 26 contains 5746 members 
Mstep: Class 27 contains 20137 members 
Mstep: Class 28 contains 12056 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 16048 members 
Mstep: Class 31 contains 406 members 
Mstep: Class 32 contains 1631 members 
Mstep: Class 33 contains 157 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6856 members 
Mstep: Class 36 contains 399 members 
Mstep: Class 37 contains 9085 members 
Mstep: Class 38 contains 9447 members 
Mstep: Class 39 contains 17752 members 
Mstep: Class 40 contains 248 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 162 members 
Mstep: Class 43 contains 161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996696.000000 Penalty: 85805.187500
Iteration 188Q: 44 clusters Score -8.09967e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62238 members 
Mstep: Class 2 contains 11504 members 
Mstep: Class 3 contains 76632 members 
Mstep: Class 4 contains 27219 members 
Mstep: Class 5 contains 50096 members 
Mstep: Class 6 contains 5690 members 
Mstep: Class 7 contains 68489 members 
Mstep: Class 8 contains 22362 members 
Mstep: Class 9 contains 274 members 
Mstep: Class 10 contains 6320 members 
Mstep: Class 11 contains 38669 members 
Mstep: Class 12 contains 2197 members 
Mstep: Class 13 contains 5618 members 
Mstep: Class 14 contains 65953 members 
Mstep: Class 15 contains 10413 members 
Mstep: Class 16 contains 11794 members 
Mstep: Class 17 contains 3869 members 
Mstep: Class 18 contains 27015 members 
Mstep: Class 19 contains 9837 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5525 members 
Mstep: Class 22 contains 15708 members 
Mstep: Class 23 contains 19462 members 
Mstep: Class 24 contains 3736 members 
Mstep: Class 25 contains 14452 members 
Mstep: Class 26 contains 5729 members 
Mstep: Class 27 contains 19993 members 
Mstep: Class 28 contains 12055 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 16048 members 
Mstep: Class 31 contains 406 members 
Mstep: Class 32 contains 1631 members 
Mstep: Class 33 contains 157 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6859 members 
Mstep: Class 36 contains 399 members 
Mstep: Class 37 contains 9102 members 
Mstep: Class 38 contains 9447 members 
Mstep: Class 39 contains 18095 members 
Mstep: Class 40 contains 248 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 162 members 
Mstep: Class 43 contains 161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996624.000000 Penalty: 85805.187500
Iteration 189Q: 44 clusters Score -8.099662e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62250 members 
Mstep: Class 2 contains 11514 members 
Mstep: Class 3 contains 76591 members 
Mstep: Class 4 contains 27251 members 
Mstep: Class 5 contains 50098 members 
Mstep: Class 6 contains 5687 members 
Mstep: Class 7 contains 68236 members 
Mstep: Class 8 contains 22362 members 
Mstep: Class 9 contains 274 members 
Mstep: Class 10 contains 6316 members 
Mstep: Class 11 contains 38652 members 
Mstep: Class 12 contains 2199 members 
Mstep: Class 13 contains 5618 members 
Mstep: Class 14 contains 65951 members 
Mstep: Class 15 contains 10412 members 
Mstep: Class 16 contains 11793 members 
Mstep: Class 17 contains 3870 members 
Mstep: Class 18 contains 27027 members 
Mstep: Class 19 contains 9845 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5527 members 
Mstep: Class 22 contains 15718 members 
Mstep: Class 23 contains 19461 members 
Mstep: Class 24 contains 3737 members 
Mstep: Class 25 contains 14453 members 
Mstep: Class 26 contains 5717 members 
Mstep: Class 27 contains 19862 members 
Mstep: Class 28 contains 12059 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 16049 members 
Mstep: Class 31 contains 406 members 
Mstep: Class 32 contains 1631 members 
Mstep: Class 33 contains 157 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6860 members 
Mstep: Class 36 contains 399 members 
Mstep: Class 37 contains 9110 members 
Mstep: Class 38 contains 9447 members 
Mstep: Class 39 contains 18454 members 
Mstep: Class 40 contains 248 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 162 members 
Mstep: Class 43 contains 161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996808.000000 Penalty: 85805.187500
Iteration 190Q: 44 clusters Score -8.099681e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62285 members 
Mstep: Class 2 contains 11528 members 
Mstep: Class 3 contains 76536 members 
Mstep: Class 4 contains 27285 members 
Mstep: Class 5 contains 50090 members 
Mstep: Class 6 contains 5686 members 
Mstep: Class 7 contains 67939 members 
Mstep: Class 8 contains 22362 members 
Mstep: Class 9 contains 274 members 
Mstep: Class 10 contains 6315 members 
Mstep: Class 11 contains 38631 members 
Mstep: Class 12 contains 2201 members 
Mstep: Class 13 contains 5618 members 
Mstep: Class 14 contains 65947 members 
Mstep: Class 15 contains 10413 members 
Mstep: Class 16 contains 11792 members 
Mstep: Class 17 contains 3871 members 
Mstep: Class 18 contains 27029 members 
Mstep: Class 19 contains 9855 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5522 members 
Mstep: Class 22 contains 15729 members 
Mstep: Class 23 contains 19462 members 
Mstep: Class 24 contains 3738 members 
Mstep: Class 25 contains 14455 members 
Mstep: Class 26 contains 5708 members 
Mstep: Class 27 contains 19749 members 
Mstep: Class 28 contains 12060 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 16049 members 
Mstep: Class 31 contains 406 members 
Mstep: Class 32 contains 1631 members 
Mstep: Class 33 contains 157 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6860 members 
Mstep: Class 36 contains 399 members 
Mstep: Class 37 contains 9118 members 
Mstep: Class 38 contains 9449 members 
Mstep: Class 39 contains 18844 members 
Mstep: Class 40 contains 248 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 162 members 
Mstep: Class 43 contains 161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996880.000000 Penalty: 85805.187500
Iteration 191Q: 44 clusters Score -8.099688e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62314 members 
Mstep: Class 2 contains 11536 members 
Mstep: Class 3 contains 76493 members 
Mstep: Class 4 contains 27344 members 
Mstep: Class 5 contains 50079 members 
Mstep: Class 6 contains 5682 members 
Mstep: Class 7 contains 67653 members 
Mstep: Class 8 contains 22362 members 
Mstep: Class 9 contains 274 members 
Mstep: Class 10 contains 6315 members 
Mstep: Class 11 contains 38610 members 
Mstep: Class 12 contains 2200 members 
Mstep: Class 13 contains 5618 members 
Mstep: Class 14 contains 65945 members 
Mstep: Class 15 contains 10416 members 
Mstep: Class 16 contains 11790 members 
Mstep: Class 17 contains 3874 members 
Mstep: Class 18 contains 27030 members 
Mstep: Class 19 contains 9863 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5514 members 
Mstep: Class 22 contains 15744 members 
Mstep: Class 23 contains 19459 members 
Mstep: Class 24 contains 3736 members 
Mstep: Class 25 contains 14456 members 
Mstep: Class 26 contains 5708 members 
Mstep: Class 27 contains 19641 members 
Mstep: Class 28 contains 12057 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 16047 members 
Mstep: Class 31 contains 406 members 
Mstep: Class 32 contains 1631 members 
Mstep: Class 33 contains 157 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6860 members 
Mstep: Class 36 contains 399 members 
Mstep: Class 37 contains 9131 members 
Mstep: Class 38 contains 9450 members 
Mstep: Class 39 contains 19199 members 
Mstep: Class 40 contains 248 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 162 members 
Mstep: Class 43 contains 161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996984.000000 Penalty: 85805.187500
Iteration 192Q: 44 clusters Score -8.099698e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62354 members 
Mstep: Class 2 contains 11547 members 
Mstep: Class 3 contains 76426 members 
Mstep: Class 4 contains 27382 members 
Mstep: Class 5 contains 50073 members 
Mstep: Class 6 contains 5683 members 
Mstep: Class 7 contains 67403 members 
Mstep: Class 8 contains 22361 members 
Mstep: Class 9 contains 274 members 
Mstep: Class 10 contains 6318 members 
Mstep: Class 11 contains 38597 members 
Mstep: Class 12 contains 2200 members 
Mstep: Class 13 contains 5618 members 
Mstep: Class 14 contains 65940 members 
Mstep: Class 15 contains 10418 members 
Mstep: Class 16 contains 11790 members 
Mstep: Class 17 contains 3876 members 
Mstep: Class 18 contains 27029 members 
Mstep: Class 19 contains 9871 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5512 members 
Mstep: Class 22 contains 15755 members 
Mstep: Class 23 contains 19456 members 
Mstep: Class 24 contains 3734 members 
Mstep: Class 25 contains 14456 members 
Mstep: Class 26 contains 5706 members 
Mstep: Class 27 contains 19514 members 
Mstep: Class 28 contains 12055 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 16048 members 
Mstep: Class 31 contains 406 members 
Mstep: Class 32 contains 1632 members 
Mstep: Class 33 contains 157 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6859 members 
Mstep: Class 36 contains 399 members 
Mstep: Class 37 contains 9138 members 
Mstep: Class 38 contains 9450 members 
Mstep: Class 39 contains 19556 members 
Mstep: Class 40 contains 248 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 162 members 
Mstep: Class 43 contains 161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996936.000000 Penalty: 85805.187500
Iteration 193Q: 44 clusters Score -8.099694e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62374 members 
Mstep: Class 2 contains 11558 members 
Mstep: Class 3 contains 76363 members 
Mstep: Class 4 contains 27429 members 
Mstep: Class 5 contains 50066 members 
Mstep: Class 6 contains 5683 members 
Mstep: Class 7 contains 67160 members 
Mstep: Class 8 contains 22361 members 
Mstep: Class 9 contains 274 members 
Mstep: Class 10 contains 6318 members 
Mstep: Class 11 contains 38577 members 
Mstep: Class 12 contains 2199 members 
Mstep: Class 13 contains 5618 members 
Mstep: Class 14 contains 65934 members 
Mstep: Class 15 contains 10416 members 
Mstep: Class 16 contains 11790 members 
Mstep: Class 17 contains 3876 members 
Mstep: Class 18 contains 27032 members 
Mstep: Class 19 contains 9880 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5511 members 
Mstep: Class 22 contains 15773 members 
Mstep: Class 23 contains 19454 members 
Mstep: Class 24 contains 3734 members 
Mstep: Class 25 contains 14456 members 
Mstep: Class 26 contains 5697 members 
Mstep: Class 27 contains 19395 members 
Mstep: Class 28 contains 12053 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 16048 members 
Mstep: Class 31 contains 406 members 
Mstep: Class 32 contains 1632 members 
Mstep: Class 33 contains 157 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6859 members 
Mstep: Class 36 contains 399 members 
Mstep: Class 37 contains 9138 members 
Mstep: Class 38 contains 9450 members 
Mstep: Class 39 contains 19923 members 
Mstep: Class 40 contains 248 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 162 members 
Mstep: Class 43 contains 161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996832.000000 Penalty: 85805.187500
Iteration 194Q: 44 clusters Score -8.099683e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62394 members 
Mstep: Class 2 contains 11570 members 
Mstep: Class 3 contains 76298 members 
Mstep: Class 4 contains 27466 members 
Mstep: Class 5 contains 50051 members 
Mstep: Class 6 contains 5682 members 
Mstep: Class 7 contains 66889 members 
Mstep: Class 8 contains 22361 members 
Mstep: Class 9 contains 274 members 
Mstep: Class 10 contains 6316 members 
Mstep: Class 11 contains 38563 members 
Mstep: Class 12 contains 2200 members 
Mstep: Class 13 contains 5619 members 
Mstep: Class 14 contains 65932 members 
Mstep: Class 15 contains 10409 members 
Mstep: Class 16 contains 11790 members 
Mstep: Class 17 contains 3877 members 
Mstep: Class 18 contains 27036 members 
Mstep: Class 19 contains 9887 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5513 members 
Mstep: Class 22 contains 15790 members 
Mstep: Class 23 contains 19453 members 
Mstep: Class 24 contains 3731 members 
Mstep: Class 25 contains 14458 members 
Mstep: Class 26 contains 5693 members 
Mstep: Class 27 contains 19285 members 
Mstep: Class 28 contains 12050 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 16048 members 
Mstep: Class 31 contains 406 members 
Mstep: Class 32 contains 1632 members 
Mstep: Class 33 contains 157 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6859 members 
Mstep: Class 36 contains 399 members 
Mstep: Class 37 contains 9145 members 
Mstep: Class 38 contains 9451 members 
Mstep: Class 39 contains 20309 members 
Mstep: Class 40 contains 248 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 162 members 
Mstep: Class 43 contains 161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80997040.000000 Penalty: 85805.187500
Iteration 195Q: 44 clusters Score -8.099704e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62430 members 
Mstep: Class 2 contains 11576 members 
Mstep: Class 3 contains 76237 members 
Mstep: Class 4 contains 27513 members 
Mstep: Class 5 contains 50045 members 
Mstep: Class 6 contains 5680 members 
Mstep: Class 7 contains 66589 members 
Mstep: Class 8 contains 22361 members 
Mstep: Class 9 contains 274 members 
Mstep: Class 10 contains 6314 members 
Mstep: Class 11 contains 38541 members 
Mstep: Class 12 contains 2200 members 
Mstep: Class 13 contains 5620 members 
Mstep: Class 14 contains 65927 members 
Mstep: Class 15 contains 10408 members 
Mstep: Class 16 contains 11791 members 
Mstep: Class 17 contains 3878 members 
Mstep: Class 18 contains 27037 members 
Mstep: Class 19 contains 9891 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5518 members 
Mstep: Class 22 contains 15805 members 
Mstep: Class 23 contains 19451 members 
Mstep: Class 24 contains 3730 members 
Mstep: Class 25 contains 14459 members 
Mstep: Class 26 contains 5685 members 
Mstep: Class 27 contains 19188 members 
Mstep: Class 28 contains 12045 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 16048 members 
Mstep: Class 31 contains 406 members 
Mstep: Class 32 contains 1632 members 
Mstep: Class 33 contains 157 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6859 members 
Mstep: Class 36 contains 399 members 
Mstep: Class 37 contains 9148 members 
Mstep: Class 38 contains 9451 members 
Mstep: Class 39 contains 20700 members 
Mstep: Class 40 contains 248 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 162 members 
Mstep: Class 43 contains 161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996968.000000 Penalty: 85805.187500
Iteration 196Q: 44 clusters Score -8.099697e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62460 members 
Mstep: Class 2 contains 11583 members 
Mstep: Class 3 contains 76174 members 
Mstep: Class 4 contains 27560 members 
Mstep: Class 5 contains 50033 members 
Mstep: Class 6 contains 5679 members 
Mstep: Class 7 contains 66277 members 
Mstep: Class 8 contains 22361 members 
Mstep: Class 9 contains 274 members 
Mstep: Class 10 contains 6314 members 
Mstep: Class 11 contains 38523 members 
Mstep: Class 12 contains 2200 members 
Mstep: Class 13 contains 5620 members 
Mstep: Class 14 contains 65926 members 
Mstep: Class 15 contains 10407 members 
Mstep: Class 16 contains 11789 members 
Mstep: Class 17 contains 3880 members 
Mstep: Class 18 contains 27047 members 
Mstep: Class 19 contains 9894 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5521 members 
Mstep: Class 22 contains 15823 members 
Mstep: Class 23 contains 19450 members 
Mstep: Class 24 contains 3729 members 
Mstep: Class 25 contains 14458 members 
Mstep: Class 26 contains 5674 members 
Mstep: Class 27 contains 19096 members 
Mstep: Class 28 contains 12041 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 16048 members 
Mstep: Class 31 contains 406 members 
Mstep: Class 32 contains 1632 members 
Mstep: Class 33 contains 157 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6859 members 
Mstep: Class 36 contains 399 members 
Mstep: Class 37 contains 9153 members 
Mstep: Class 38 contains 9451 members 
Mstep: Class 39 contains 21095 members 
Mstep: Class 40 contains 248 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 162 members 
Mstep: Class 43 contains 161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80997152.000000 Penalty: 85805.187500
Iteration 197Q: 44 clusters Score -8.099715e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62485 members 
Mstep: Class 2 contains 11592 members 
Mstep: Class 3 contains 76099 members 
Mstep: Class 4 contains 27591 members 
Mstep: Class 5 contains 50024 members 
Mstep: Class 6 contains 5679 members 
Mstep: Class 7 contains 65970 members 
Mstep: Class 8 contains 22361 members 
Mstep: Class 9 contains 274 members 
Mstep: Class 10 contains 6310 members 
Mstep: Class 11 contains 38513 members 
Mstep: Class 12 contains 2200 members 
Mstep: Class 13 contains 5619 members 
Mstep: Class 14 contains 65926 members 
Mstep: Class 15 contains 10408 members 
Mstep: Class 16 contains 11789 members 
Mstep: Class 17 contains 3881 members 
Mstep: Class 18 contains 27054 members 
Mstep: Class 19 contains 9896 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5521 members 
Mstep: Class 22 contains 15836 members 
Mstep: Class 23 contains 19450 members 
Mstep: Class 24 contains 3729 members 
Mstep: Class 25 contains 14458 members 
Mstep: Class 26 contains 5664 members 
Mstep: Class 27 contains 18999 members 
Mstep: Class 28 contains 12041 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 16048 members 
Mstep: Class 31 contains 406 members 
Mstep: Class 32 contains 1632 members 
Mstep: Class 33 contains 157 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6860 members 
Mstep: Class 36 contains 399 members 
Mstep: Class 37 contains 9157 members 
Mstep: Class 38 contains 9451 members 
Mstep: Class 39 contains 21514 members 
Mstep: Class 40 contains 248 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 162 members 
Mstep: Class 43 contains 161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80997320.000000 Penalty: 85805.187500
Iteration 198Q: 44 clusters Score -8.099732e+07 nChanged 865
Entering ConstructFrom: 
Score: -80997320.000000 Penalty: 85805.187500
Entering ConstructFrom: 
Trying to split cluster 1 (62494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62494 members 
Entering Unmasked Estep 
Score: -7898373.500000 Penalty: 1643.172485
	Iteration 0F: 2 clusters Score -7898374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31114 members 
Mstep: Class 2 contains 31380 members 
Entering Unmasked Estep 
Score: -7859643.500000 Penalty: 3286.344971
	Iteration 0F: 3 clusters Score -7859644 nChanged 29113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30023 members 
Mstep: Class 2 contains 32471 members 
Entering Unmasked Estep 
Score: -7876071.500000 Penalty: 3286.344971
	Iteration 1F: 3 clusters Score -7876072 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29420 members 
Mstep: Class 2 contains 33074 members 
Entering Unmasked Estep 
Score: -7877034.500000 Penalty: 3286.344971
	Iteration 2Q: 3 clusters Score -7877034 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28617 members 
Mstep: Class 2 contains 33877 members 
Entering Unmasked Estep 
Score: -7878209.000000 Penalty: 3286.344971
	Iteration 3Q: 3 clusters Score -7878209 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27627 members 
Mstep: Class 2 contains 34867 members 
Entering Unmasked Estep 
Score: -7879643.000000 Penalty: 3286.344971
	Iteration 4Q: 3 clusters Score -7879643 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26432 members 
Mstep: Class 2 contains 36062 members 
Entering Unmasked Estep 
Score: -7881368.500000 Penalty: 3286.344971
	Iteration 5F: 3 clusters Score -7881368 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24925 members 
Mstep: Class 2 contains 37569 members 
Entering Unmasked Estep 
Score: -7883427.500000 Penalty: 3286.344971
	Iteration 6F: 3 clusters Score -7883428 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 39437 members 
Entering Unmasked Estep 
Score: -7885641.000000 Penalty: 3286.344971
	Iteration 7F: 3 clusters Score -7885641 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 41766 members 
Entering Unmasked Estep 
Score: -7887717.500000 Penalty: 3286.344971
	Iteration 8F: 3 clusters Score -7887718 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 44288 members 
Entering Unmasked Estep 
Score: -7889504.500000 Penalty: 3286.344971
	Iteration 9F: 3 clusters Score -7889504 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 46903 members 
Entering Unmasked Estep 
Score: -7891151.000000 Penalty: 3286.344971
	Iteration 10Q: 3 clusters Score -7891151 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 49486 members 
Entering Unmasked Estep 
Score: -7892597.500000 Penalty: 3286.344971
	Iteration 11Q: 3 clusters Score -7892598 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 51820 members 
Entering Unmasked Estep 
Score: -7893730.500000 Penalty: 3286.344971
	Iteration 12Q: 3 clusters Score -7893730 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 53847 members 
Entering Unmasked Estep 
Score: -7894614.000000 Penalty: 3286.344971
	Iteration 13Q: 3 clusters Score -7894614 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 55499 members 
Entering Unmasked Estep 
Score: -7895363.000000 Penalty: 3286.344971
	Iteration 14Q: 3 clusters Score -7895363 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 56798 members 
Entering Unmasked Estep 
Score: -7895972.500000 Penalty: 3286.344971
	Iteration 15Q: 3 clusters Score -7895972 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 57763 members 
Entering Unmasked Estep 
Score: -7896386.000000 Penalty: 3286.344971
	Iteration 16Q: 3 clusters Score -7896386 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 58439 members 
Entering Unmasked Estep 
Score: -7896654.000000 Penalty: 3286.344971
	Iteration 17Q: 3 clusters Score -7896654 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 58959 members 
Entering Unmasked Estep 
Score: -7896822.000000 Penalty: 3286.344971
	Iteration 18Q: 3 clusters Score -7896822 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 59391 members 
Entering Unmasked Estep 
Score: -7897037.000000 Penalty: 3286.344971
	Iteration 19Q: 3 clusters Score -7897037 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 59688 members 
Entering Unmasked Estep 
Score: -7897138.000000 Penalty: 3286.344971
	Iteration 20F: 3 clusters Score -7897138 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 59924 members 
Entering Unmasked Estep 
Score: -7897226.500000 Penalty: 3286.344971
	Iteration 21Q: 3 clusters Score -7897226 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 60089 members 
Entering Unmasked Estep 
Score: -7897297.500000 Penalty: 3286.344971
	Iteration 22Q: 3 clusters Score -7897298 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 60210 members 
Entering Unmasked Estep 
Score: -7897341.000000 Penalty: 3286.344971
	Iteration 23Q: 3 clusters Score -7897341 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 60317 members 
Entering Unmasked Estep 
Score: -7897360.500000 Penalty: 3286.344971
	Iteration 24Q: 3 clusters Score -7897360 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 60397 members 
Entering Unmasked Estep 
Score: -7897367.500000 Penalty: 3286.344971
	Iteration 25Q: 3 clusters Score -7897368 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 60450 members 
Entering Unmasked Estep 
Score: -7897397.500000 Penalty: 3286.344971
	Iteration 26Q: 3 clusters Score -7897398 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 60499 members 
Entering Unmasked Estep 
Score: -7897414.000000 Penalty: 3286.344971
	Iteration 27Q: 3 clusters Score -7897414 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 60539 members 
Entering Unmasked Estep 
Score: -7897424.000000 Penalty: 3286.344971
	Iteration 28Q: 3 clusters Score -7897424 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 60566 members 
Entering Unmasked Estep 
Score: -7897432.500000 Penalty: 3286.344971
	Iteration 29Q: 3 clusters Score -7897432 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 60597 members 
Entering Unmasked Estep 
Score: -7897442.000000 Penalty: 3286.344971
	Iteration 30Q: 3 clusters Score -7897442 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 60627 members 
Entering Unmasked Estep 
Score: -7897456.000000 Penalty: 3286.344971
	Iteration 31Q: 3 clusters Score -7897456 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 60658 members 
Entering Unmasked Estep 
Score: -7897468.000000 Penalty: 3286.344971
	Iteration 32Q: 3 clusters Score -7897468 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 60672 members 
Entering Unmasked Estep 
Score: -7897475.000000 Penalty: 3286.344971
	Iteration 33Q: 3 clusters Score -7897475 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 60689 members 
Entering Unmasked Estep 
Score: -7897474.000000 Penalty: 3286.344971
	Iteration 34Q: 3 clusters Score -7897474 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 60705 members 
Entering Unmasked Estep 
Score: -7897492.500000 Penalty: 3286.344971
	Iteration 35Q: 3 clusters Score -7897492 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 60716 members 
Entering Unmasked Estep 
Score: -7897492.000000 Penalty: 3286.344971
	Iteration 36Q: 3 clusters Score -7897492 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 60728 members 
Entering Unmasked Estep 
Score: -7897495.500000 Penalty: 3286.344971
	Iteration 37Q: 3 clusters Score -7897496 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 60740 members 
Entering Unmasked Estep 
Score: -7897503.500000 Penalty: 3286.344971
	Iteration 38Q: 3 clusters Score -7897504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 60752 members 
Entering Unmasked Estep 
Score: -7897506.000000 Penalty: 3286.344971
	Iteration 39Q: 3 clusters Score -7897506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 60762 members 
Entering Unmasked Estep 
Score: -7897504.500000 Penalty: 3286.344971
	Iteration 40F: 3 clusters Score -7897504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 60769 members 
Entering Unmasked Estep 
Score: -7897511.000000 Penalty: 3286.344971
	Iteration 41Q: 3 clusters Score -7897511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 60773 members 
Entering Unmasked Estep 
Score: -7897518.000000 Penalty: 3286.344971
	Iteration 42Q: 3 clusters Score -7897518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 60778 members 
Entering Unmasked Estep 
Score: -7897519.500000 Penalty: 3286.344971
	Iteration 43Q: 3 clusters Score -7897520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 60785 members 
Entering Unmasked Estep 
Score: -7897518.500000 Penalty: 3286.344971
	Iteration 44Q: 3 clusters Score -7897518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 60789 members 
Entering Unmasked Estep 
Score: -7897525.500000 Penalty: 3286.344971
	Iteration 45Q: 3 clusters Score -7897526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 60789 members 
Entering Unmasked Estep 
Score: -7897519.500000 Penalty: 3286.344971
	Iteration 46Q: 3 clusters Score -7897520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 60792 members 
Entering Unmasked Estep 
Score: -7897531.500000 Penalty: 3286.344971
	Iteration 47Q: 3 clusters Score -7897532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 60800 members 
Entering Unmasked Estep 
Score: -7897530.500000 Penalty: 3286.344971
	Iteration 48Q: 3 clusters Score -7897530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 60808 members 
Entering Unmasked Estep 
Score: -7897538.500000 Penalty: 3286.344971
	Iteration 49Q: 3 clusters Score -7897538 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 60826 members 
Entering Unmasked Estep 
Score: -7897533.000000 Penalty: 3286.344971
	Iteration 50Q: 3 clusters Score -7897533 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 60837 members 
Entering Unmasked Estep 
Score: -7897537.000000 Penalty: 3286.344971
	Iteration 51Q: 3 clusters Score -7897537 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 60843 members 
Entering Unmasked Estep 
Score: -7897549.500000 Penalty: 3286.344971
	Iteration 52Q: 3 clusters Score -7897550 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 60850 members 
Entering Unmasked Estep 
Score: -7897542.000000 Penalty: 3286.344971
	Iteration 53Q: 3 clusters Score -7897542 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 60860 members 
Entering Unmasked Estep 
Score: -7897552.000000 Penalty: 3286.344971
	Iteration 54Q: 3 clusters Score -7897552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 60868 members 
Entering Unmasked Estep 
Score: -7897548.000000 Penalty: 3286.344971
	Iteration 55Q: 3 clusters Score -7897548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 60875 members 
Entering Unmasked Estep 
Score: -7897555.000000 Penalty: 3286.344971
	Iteration 56Q: 3 clusters Score -7897555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 60878 members 
Entering Unmasked Estep 
Score: -7897551.000000 Penalty: 3286.344971
	Iteration 57Q: 3 clusters Score -7897551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 60879 members 
Entering Unmasked Estep 
Score: -7897549.000000 Penalty: 3286.344971
	Iteration 58Q: 3 clusters Score -7897549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 60881 members 
Entering Unmasked Estep 
Score: -7897553.500000 Penalty: 3286.344971
	Iteration 59Q: 3 clusters Score -7897554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 60887 members 
Entering Unmasked Estep 
Score: -7897558.500000 Penalty: 3286.344971
	Iteration 60F: 3 clusters Score -7897558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 60892 members 
Entering Unmasked Estep 
Score: -7897560.000000 Penalty: 3286.344971
	Iteration 61Q: 3 clusters Score -7897560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 60896 members 
Entering Unmasked Estep 
Score: -7897559.000000 Penalty: 3286.344971
	Iteration 62Q: 3 clusters Score -7897559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 60901 members 
Entering Unmasked Estep 
Score: -7897563.000000 Penalty: 3286.344971
	Iteration 63Q: 3 clusters Score -7897563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 60903 members 
Entering Unmasked Estep 
Score: -7897563.000000 Penalty: 3286.344971
	Iteration 64Q: 3 clusters Score -7897563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 60902 members 
Entering Unmasked Estep 
Score: -7897561.000000 Penalty: 3286.344971
	Iteration 65Q: 3 clusters Score -7897561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 60901 members 
Entering Unmasked Estep 
Score: -7897563.500000 Penalty: 3286.344971
	Iteration 66Q: 3 clusters Score -7897564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 60901 members 
Entering Unmasked Estep 
Score: -7897563.500000 Penalty: 3286.344971
	Iteration 67F: 3 clusters Score -7897564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Entering Unmasked Estep 
Score: -1470047.125000 Penalty: 1392.532227
	Iteration 0F: 2 clusters Score -1470047 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1462273.750000 Penalty: 2785.064453
	Iteration 0F: 3 clusters Score -1462274 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1464869.375000 Penalty: 2785.064453
	Iteration 1F: 3 clusters Score -1464869 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1465140.625000 Penalty: 2785.064453
	Iteration 2F: 3 clusters Score -1465141 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1465326.625000 Penalty: 2785.064453
	Iteration 3Q: 3 clusters Score -1465327 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1465455.250000 Penalty: 2785.064453
	Iteration 4Q: 3 clusters Score -1465455 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1465561.625000 Penalty: 2785.064453
	Iteration 5Q: 3 clusters Score -1465562 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1465654.125000 Penalty: 2785.064453
	Iteration 6Q: 3 clusters Score -1465654 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1465717.375000 Penalty: 2785.064453
	Iteration 7Q: 3 clusters Score -1465717 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1465772.500000 Penalty: 2785.064453
	Iteration 8Q: 3 clusters Score -1465772 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1465825.500000 Penalty: 2785.064453
	Iteration 9Q: 3 clusters Score -1465826 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1465872.750000 Penalty: 2785.064453
	Iteration 10Q: 3 clusters Score -1465873 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1465916.500000 Penalty: 2785.064453
	Iteration 11Q: 3 clusters Score -1465916 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1465951.000000 Penalty: 2785.064453
	Iteration 12Q: 3 clusters Score -1465951 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1465984.000000 Penalty: 2785.064453
	Iteration 13Q: 3 clusters Score -1465984 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1466023.000000 Penalty: 2785.064453
	Iteration 14Q: 3 clusters Score -1466023 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1466062.125000 Penalty: 2785.064453
	Iteration 15Q: 3 clusters Score -1466062 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1466104.125000 Penalty: 2785.064453
	Iteration 16Q: 3 clusters Score -1466104 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1466144.750000 Penalty: 2785.064453
	Iteration 17Q: 3 clusters Score -1466145 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1466186.000000 Penalty: 2785.064453
	Iteration 18Q: 3 clusters Score -1466186 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1466230.125000 Penalty: 2785.064453
	Iteration 19Q: 3 clusters Score -1466230 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1466265.500000 Penalty: 2785.064453
	Iteration 20F: 3 clusters Score -1466266 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1466309.125000 Penalty: 2785.064453
	Iteration 21Q: 3 clusters Score -1466309 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1466359.250000 Penalty: 2785.064453
	Iteration 22Q: 3 clusters Score -1466359 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1466406.250000 Penalty: 2785.064453
	Iteration 23Q: 3 clusters Score -1466406 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1466468.500000 Penalty: 2785.064453
	Iteration 24Q: 3 clusters Score -1466468 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1466538.875000 Penalty: 2785.064453
	Iteration 25Q: 3 clusters Score -1466539 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1466613.000000 Penalty: 2785.064453
	Iteration 26Q: 3 clusters Score -1466613 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1466693.375000 Penalty: 2785.064453
	Iteration 27Q: 3 clusters Score -1466693 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1466797.125000 Penalty: 2785.064453
	Iteration 28Q: 3 clusters Score -1466797 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1466917.125000 Penalty: 2785.064453
	Iteration 29Q: 3 clusters Score -1466917 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1467028.500000 Penalty: 2785.064453
	Iteration 30Q: 3 clusters Score -1467028 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1467179.500000 Penalty: 2785.064453
	Iteration 31Q: 3 clusters Score -1467180 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1467331.625000 Penalty: 2785.064453
	Iteration 32Q: 3 clusters Score -1467332 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1467477.750000 Penalty: 2785.064453
	Iteration 33Q: 3 clusters Score -1467478 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1467630.250000 Penalty: 2785.064453
	Iteration 34Q: 3 clusters Score -1467630 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1467812.500000 Penalty: 2785.064453
	Iteration 35Q: 3 clusters Score -1467812 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1467992.125000 Penalty: 2785.064453
	Iteration 36Q: 3 clusters Score -1467992 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1468170.125000 Penalty: 2785.064453
	Iteration 37Q: 3 clusters Score -1468170 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1468330.250000 Penalty: 2785.064453
	Iteration 38Q: 3 clusters Score -1468330 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1468473.875000 Penalty: 2785.064453
	Iteration 39Q: 3 clusters Score -1468474 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -1468600.125000 Penalty: 2785.064453
	Iteration 40F: 3 clusters Score -1468600 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -1468709.875000 Penalty: 2785.064453
	Iteration 41Q: 3 clusters Score -1468710 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -1468792.125000 Penalty: 2785.064453
	Iteration 42Q: 3 clusters Score -1468792 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -1468840.125000 Penalty: 2785.064453
	Iteration 43Q: 3 clusters Score -1468840 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1468874.750000 Penalty: 2785.064453
	Iteration 44Q: 3 clusters Score -1468875 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -1468896.750000 Penalty: 2785.064453
	Iteration 45Q: 3 clusters Score -1468897 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -1468921.000000 Penalty: 2785.064453
	Iteration 46Q: 3 clusters Score -1468921 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -1468941.250000 Penalty: 2785.064453
	Iteration 47Q: 3 clusters Score -1468941 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1468958.500000 Penalty: 2785.064453
	Iteration 48Q: 3 clusters Score -1468958 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -1468974.125000 Penalty: 2785.064453
	Iteration 49Q: 3 clusters Score -1468974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -1468985.750000 Penalty: 2785.064453
	Iteration 50Q: 3 clusters Score -1468986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -1468992.875000 Penalty: 2785.064453
	Iteration 51Q: 3 clusters Score -1468993 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -1469002.500000 Penalty: 2785.064453
	Iteration 52Q: 3 clusters Score -1469002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -1469006.625000 Penalty: 2785.064453
	Iteration 53Q: 3 clusters Score -1469007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -1469010.125000 Penalty: 2785.064453
	Iteration 54Q: 3 clusters Score -1469010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1469012.000000 Penalty: 2785.064453
	Iteration 55Q: 3 clusters Score -1469012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -1469017.000000 Penalty: 2785.064453
	Iteration 56Q: 3 clusters Score -1469017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -1469018.250000 Penalty: 2785.064453
	Iteration 57Q: 3 clusters Score -1469018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -1469019.375000 Penalty: 2785.064453
	Iteration 58Q: 3 clusters Score -1469019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -1469020.125000 Penalty: 2785.064453
	Iteration 59Q: 3 clusters Score -1469020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -1469019.750000 Penalty: 2785.064453
	Iteration 60F: 3 clusters Score -1469020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (75978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75978 members 
Entering Unmasked Estep 
Score: -9663461.000000 Penalty: 1672.244141
	Iteration 0F: 2 clusters Score -9663461 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37683 members 
Mstep: Class 2 contains 38295 members 
Entering Unmasked Estep 
Score: -9618743.000000 Penalty: 3344.488281
	Iteration 0F: 3 clusters Score -9618743 nChanged 35657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34576 members 
Mstep: Class 2 contains 41402 members 
Entering Unmasked Estep 
Score: -9639189.000000 Penalty: 3344.488281
	Iteration 1F: 3 clusters Score -9639189 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32926 members 
Mstep: Class 2 contains 43052 members 
Entering Unmasked Estep 
Score: -9640549.000000 Penalty: 3344.488281
	Iteration 2Q: 3 clusters Score -9640549 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30914 members 
Mstep: Class 2 contains 45064 members 
Entering Unmasked Estep 
Score: -9642496.000000 Penalty: 3344.488281
	Iteration 3F: 3 clusters Score -9642496 nChanged 4491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28767 members 
Mstep: Class 2 contains 47211 members 
Entering Unmasked Estep 
Score: -9645118.000000 Penalty: 3344.488281
	Iteration 4F: 3 clusters Score -9645118 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26963 members 
Mstep: Class 2 contains 49015 members 
Entering Unmasked Estep 
Score: -9648074.000000 Penalty: 3344.488281
	Iteration 5F: 3 clusters Score -9648074 nChanged 4862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25869 members 
Mstep: Class 2 contains 50109 members 
Entering Unmasked Estep 
Score: -9651151.000000 Penalty: 3344.488281
	Iteration 6F: 3 clusters Score -9651151 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25465 members 
Mstep: Class 2 contains 50513 members 
Entering Unmasked Estep 
Score: -9653865.000000 Penalty: 3344.488281
	Iteration 7F: 3 clusters Score -9653865 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25842 members 
Mstep: Class 2 contains 50136 members 
Entering Unmasked Estep 
Score: -9655920.000000 Penalty: 3344.488281
	Iteration 8F: 3 clusters Score -9655920 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26611 members 
Mstep: Class 2 contains 49367 members 
Entering Unmasked Estep 
Score: -9657094.000000 Penalty: 3344.488281
	Iteration 9Q: 3 clusters Score -9657094 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27501 members 
Mstep: Class 2 contains 48477 members 
Entering Unmasked Estep 
Score: -9657799.000000 Penalty: 3344.488281
	Iteration 10Q: 3 clusters Score -9657799 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28332 members 
Mstep: Class 2 contains 47646 members 
Entering Unmasked Estep 
Score: -9658227.000000 Penalty: 3344.488281
	Iteration 11Q: 3 clusters Score -9658227 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29152 members 
Mstep: Class 2 contains 46826 members 
Entering Unmasked Estep 
Score: -9658585.000000 Penalty: 3344.488281
	Iteration 12Q: 3 clusters Score -9658585 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29968 members 
Mstep: Class 2 contains 46010 members 
Entering Unmasked Estep 
Score: -9659033.000000 Penalty: 3344.488281
	Iteration 13Q: 3 clusters Score -9659033 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30821 members 
Mstep: Class 2 contains 45157 members 
Entering Unmasked Estep 
Score: -9659380.000000 Penalty: 3344.488281
	Iteration 14Q: 3 clusters Score -9659380 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31682 members 
Mstep: Class 2 contains 44296 members 
Entering Unmasked Estep 
Score: -9659854.000000 Penalty: 3344.488281
	Iteration 15Q: 3 clusters Score -9659854 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32539 members 
Mstep: Class 2 contains 43439 members 
Entering Unmasked Estep 
Score: -9660320.000000 Penalty: 3344.488281
	Iteration 16Q: 3 clusters Score -9660320 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33417 members 
Mstep: Class 2 contains 42561 members 
Entering Unmasked Estep 
Score: -9660886.000000 Penalty: 3344.488281
	Iteration 17Q: 3 clusters Score -9660886 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34200 members 
Mstep: Class 2 contains 41778 members 
Entering Unmasked Estep 
Score: -9661357.000000 Penalty: 3344.488281
	Iteration 18Q: 3 clusters Score -9661357 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34932 members 
Mstep: Class 2 contains 41046 members 
Entering Unmasked Estep 
Score: -9661758.000000 Penalty: 3344.488281
	Iteration 19Q: 3 clusters Score -9661758 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35537 members 
Mstep: Class 2 contains 40441 members 
Entering Unmasked Estep 
Score: -9662142.000000 Penalty: 3344.488281
	Iteration 20F: 3 clusters Score -9662142 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36068 members 
Mstep: Class 2 contains 39910 members 
Entering Unmasked Estep 
Score: -9662452.000000 Penalty: 3344.488281
	Iteration 21Q: 3 clusters Score -9662452 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36601 members 
Mstep: Class 2 contains 39377 members 
Entering Unmasked Estep 
Score: -9662600.000000 Penalty: 3344.488281
	Iteration 22Q: 3 clusters Score -9662600 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37097 members 
Mstep: Class 2 contains 38881 members 
Entering Unmasked Estep 
Score: -9662743.000000 Penalty: 3344.488281
	Iteration 23Q: 3 clusters Score -9662743 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37546 members 
Mstep: Class 2 contains 38432 members 
Entering Unmasked Estep 
Score: -9662846.000000 Penalty: 3344.488281
	Iteration 24Q: 3 clusters Score -9662846 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37973 members 
Mstep: Class 2 contains 38005 members 
Entering Unmasked Estep 
Score: -9662888.000000 Penalty: 3344.488281
	Iteration 25Q: 3 clusters Score -9662888 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38449 members 
Mstep: Class 2 contains 37529 members 
Entering Unmasked Estep 
Score: -9662969.000000 Penalty: 3344.488281
	Iteration 26Q: 3 clusters Score -9662969 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38908 members 
Mstep: Class 2 contains 37070 members 
Entering Unmasked Estep 
Score: -9662972.000000 Penalty: 3344.488281
	Iteration 27Q: 3 clusters Score -9662972 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39379 members 
Mstep: Class 2 contains 36599 members 
Entering Unmasked Estep 
Score: -9662969.000000 Penalty: 3344.488281
	Iteration 28Q: 3 clusters Score -9662969 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39840 members 
Mstep: Class 2 contains 36138 members 
Entering Unmasked Estep 
Score: -9663029.000000 Penalty: 3344.488281
	Iteration 29Q: 3 clusters Score -9663029 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40351 members 
Mstep: Class 2 contains 35627 members 
Entering Unmasked Estep 
Score: -9663035.000000 Penalty: 3344.488281
	Iteration 30Q: 3 clusters Score -9663035 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40852 members 
Mstep: Class 2 contains 35126 members 
Entering Unmasked Estep 
Score: -9663046.000000 Penalty: 3344.488281
	Iteration 31Q: 3 clusters Score -9663046 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41356 members 
Mstep: Class 2 contains 34622 members 
Entering Unmasked Estep 
Score: -9663067.000000 Penalty: 3344.488281
	Iteration 32Q: 3 clusters Score -9663067 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41888 members 
Mstep: Class 2 contains 34090 members 
Entering Unmasked Estep 
Score: -9663022.000000 Penalty: 3344.488281
	Iteration 33Q: 3 clusters Score -9663022 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42460 members 
Mstep: Class 2 contains 33518 members 
Entering Unmasked Estep 
Score: -9663015.000000 Penalty: 3344.488281
	Iteration 34Q: 3 clusters Score -9663015 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43068 members 
Mstep: Class 2 contains 32910 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9662997 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43670 members 
Mstep: Class 2 contains 32308 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -9662965 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44289 members 
Mstep: Class 2 contains 31689 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -9662988 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44911 members 
Mstep: Class 2 contains 31067 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9662985 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45546 members 
Mstep: Class 2 contains 30432 members 
Entering Unmasked Estep 
Score: -9662926.000000 Penalty: 3344.488281
	Iteration 39Q: 3 clusters Score -9662926 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46223 members 
Mstep: Class 2 contains 29755 members 
Entering Unmasked Estep 
Score: -9662923.000000 Penalty: 3344.488281
	Iteration 40F: 3 clusters Score -9662923 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46945 members 
Mstep: Class 2 contains 29033 members 
Entering Unmasked Estep 
Score: -9662922.000000 Penalty: 3344.488281
	Iteration 41Q: 3 clusters Score -9662922 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47697 members 
Mstep: Class 2 contains 28281 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9662882 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48445 members 
Mstep: Class 2 contains 27533 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -9662834 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49215 members 
Mstep: Class 2 contains 26763 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -9662787 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49966 members 
Mstep: Class 2 contains 26012 members 
Entering Unmasked Estep 
Score: -9662754.000000 Penalty: 3344.488281
	Iteration 45Q: 3 clusters Score -9662754 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50740 members 
Mstep: Class 2 contains 25238 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -9662749 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51504 members 
Mstep: Class 2 contains 24474 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -9662730 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52233 members 
Mstep: Class 2 contains 23745 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9662713 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52929 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -9662692 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53633 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9662691 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54334 members 
Mstep: Class 2 contains 21644 members 
Entering Unmasked Estep 
Score: -9662705.000000 Penalty: 3344.488281
	Iteration 51Q: 3 clusters Score -9662705 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54990 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9662671 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55652 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9662607 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56290 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9662559 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56922 members 
Mstep: Class 2 contains 19056 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9662487 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57534 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9662506 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58165 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9662481 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58782 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -9662483.000000 Penalty: 3344.488281
	Iteration 58Q: 3 clusters Score -9662483 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59409 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9662475 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59972 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9662476 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60556 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9662500 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61110 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9662539 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61677 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9662562 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62195 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9662581 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62689 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9662593 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63193 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9662558 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63718 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -9662621.000000 Penalty: 3344.488281
	Iteration 67Q: 3 clusters Score -9662621 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64238 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9662649 nChanged 495
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Mstep: Class 1 contains 64733 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9662675 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65230 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9662721 nChanged 473
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65703 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9662781 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66150 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -9662796.000000 Penalty: 3344.488281
	Iteration 72Q: 3 clusters Score -9662796 nChanged 450
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66600 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -9662815.000000 Penalty: 3344.488281
	Iteration 73Q: 3 clusters Score -9662815 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67061 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -9662854.000000 Penalty: 3344.488281
	Iteration 74Q: 3 clusters Score -9662854 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67540 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -9662863.000000 Penalty: 3344.488281
	Iteration 75Q: 3 clusters Score -9662863 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67989 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9662905 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68457 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9662950 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68903 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -9663003.000000 Penalty: 3344.488281
	Iteration 78Q: 3 clusters Score -9663003 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69326 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -9663051.000000 Penalty: 3344.488281
	Iteration 79Q: 3 clusters Score -9663051 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69701 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -9663056.000000 Penalty: 3344.488281
	Iteration 80F: 3 clusters Score -9663056 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70060 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9663081 nChanged 343
Entering Unmasked Mstep 
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Mstep: Class 1 contains 70403 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9663106 nChanged 326
Entering Unmasked Mstep 
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Mstep: Class 1 contains 70729 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9663108 nChanged 327
Entering Unmasked Mstep 
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Mstep: Class 1 contains 71056 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -9663071.000000 Penalty: 3344.488281
	Iteration 84Q: 3 clusters Score -9663071 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71372 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9663077 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71684 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9663110 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71986 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9663136 nChanged 251
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72235 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9663120 nChanged 241
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72476 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9663075 nChanged 213
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72689 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9663018 nChanged 203
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72892 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9662975 nChanged 195
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73083 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9662950 nChanged 163
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73246 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9662906 nChanged 167
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73413 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9662900 nChanged 156
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73567 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9662883 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73717 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9662852 nChanged 127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73842 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9662850 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73935 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9662849 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74020 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -9662842.000000 Penalty: 3344.488281
	Iteration 99Q: 3 clusters Score -9662842 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74095 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -9662821.000000 Penalty: 3344.488281
	Iteration 100F: 3 clusters Score -9662821 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74164 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9662826 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74235 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9662801 nChanged 69
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Mstep: Class 1 contains 74302 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9662796 nChanged 68
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Mstep: Class 1 contains 74370 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -9662800 nChanged 71
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Mstep: Class 1 contains 74439 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9662794 nChanged 68
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Mstep: Class 1 contains 74503 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -9662780 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 74559 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -9662790 nChanged 42
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Mstep: Class 1 contains 74599 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9662769 nChanged 40
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Mstep: Class 1 contains 74635 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -9662788 nChanged 39
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Mstep: Class 1 contains 74672 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -9662785 nChanged 41
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Mstep: Class 1 contains 74711 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -9662785 nChanged 29
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -9662775 nChanged 24
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Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -9662765 nChanged 19
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Mstep: Class 1 contains 74781 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -9662755 nChanged 23
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Mstep: Class 1 contains 74804 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -9662766 nChanged 27
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Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -9662773 nChanged 25
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Mstep: Class 1 contains 74852 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -9662758 nChanged 19
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Mstep: Class 1 contains 74869 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -9662765 nChanged 13
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Mstep: Class 1 contains 74880 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -9662762 nChanged 13
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Mstep: Class 1 contains 74891 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -9662768 nChanged 12
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Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -9662781 nChanged 11
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Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -9662778 nChanged 13
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Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -9662763 nChanged 12
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -9662770 nChanged 10
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -9662758 nChanged 8
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -9662739 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74954 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -9662742.000000 Penalty: 3344.488281
	Iteration 127Q: 3 clusters Score -9662742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74962 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -9662742.000000 Penalty: 3344.488281
	Iteration 128Q: 3 clusters Score -9662742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74971 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -9662754.000000 Penalty: 3344.488281
	Iteration 129Q: 3 clusters Score -9662754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74979 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -9662744.000000 Penalty: 3344.488281
	Iteration 130Q: 3 clusters Score -9662744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74986 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -9662753.000000 Penalty: 3344.488281
	Iteration 131Q: 3 clusters Score -9662753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74988 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -9662736.000000 Penalty: 3344.488281
	Iteration 132Q: 3 clusters Score -9662736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74991 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -9662741.000000 Penalty: 3344.488281
	Iteration 133Q: 3 clusters Score -9662741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74995 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -9662726.000000 Penalty: 3344.488281
	Iteration 134Q: 3 clusters Score -9662726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74996 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -9662738.000000 Penalty: 3344.488281
	Iteration 135Q: 3 clusters Score -9662738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74997 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -9662733.000000 Penalty: 3344.488281
	Iteration 136Q: 3 clusters Score -9662733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74997 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -9662730.000000 Penalty: 3344.488281
	Iteration 137Q: 3 clusters Score -9662730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74998 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -9662736.000000 Penalty: 3344.488281
	Iteration 138Q: 3 clusters Score -9662736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75002 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -9662751.000000 Penalty: 3344.488281
	Iteration 139Q: 3 clusters Score -9662751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75004 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -9662740.000000 Penalty: 3344.488281
	Iteration 140F: 3 clusters Score -9662740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75007 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -9662735.000000 Penalty: 3344.488281
	Iteration 141Q: 3 clusters Score -9662735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75009 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -9662734.000000 Penalty: 3344.488281
	Iteration 142Q: 3 clusters Score -9662734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75011 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -9662740.000000 Penalty: 3344.488281
	Iteration 143Q: 3 clusters Score -9662740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75013 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -9662733.000000 Penalty: 3344.488281
	Iteration 144Q: 3 clusters Score -9662733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75015 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -9662734.000000 Penalty: 3344.488281
	Iteration 145Q: 3 clusters Score -9662734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75016 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -9662737.000000 Penalty: 3344.488281
	Iteration 146Q: 3 clusters Score -9662737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75015 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -9662742.000000 Penalty: 3344.488281
	Iteration 147Q: 3 clusters Score -9662742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75015 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -9662742.000000 Penalty: 3344.488281
	Iteration 148F: 3 clusters Score -9662742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (27629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27629 members 
Entering Unmasked Estep 
Score: -3393113.000000 Penalty: 1521.721313
	Iteration 0F: 2 clusters Score -3393113 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -3375162.500000 Penalty: 3043.442627
	Iteration 0F: 3 clusters Score -3375162 nChanged 12329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -3381890.250000 Penalty: 3043.442627
	Iteration 1F: 3 clusters Score -3381890 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -3382388.250000 Penalty: 3043.442627
	Iteration 2F: 3 clusters Score -3382388 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -3382816.000000 Penalty: 3043.442627
	Iteration 3Q: 3 clusters Score -3382816 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -3383183.000000 Penalty: 3043.442627
	Iteration 4Q: 3 clusters Score -3383183 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -3383537.500000 Penalty: 3043.442627
	Iteration 5Q: 3 clusters Score -3383538 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -3383878.250000 Penalty: 3043.442627
	Iteration 6Q: 3 clusters Score -3383878 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -3384267.750000 Penalty: 3043.442627
	Iteration 7Q: 3 clusters Score -3384268 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -3384629.000000 Penalty: 3043.442627
	Iteration 8Q: 3 clusters Score -3384629 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -3385056.750000 Penalty: 3043.442627
	Iteration 9Q: 3 clusters Score -3385057 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -3385559.250000 Penalty: 3043.442627
	Iteration 10Q: 3 clusters Score -3385559 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -3386095.250000 Penalty: 3043.442627
	Iteration 11Q: 3 clusters Score -3386095 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -3386658.750000 Penalty: 3043.442627
	Iteration 12Q: 3 clusters Score -3386659 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -3387140.500000 Penalty: 3043.442627
	Iteration 13Q: 3 clusters Score -3387140 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -3387576.250000 Penalty: 3043.442627
	Iteration 14Q: 3 clusters Score -3387576 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 18436 members 
Entering Unmasked Estep 
Score: -3387910.000000 Penalty: 3043.442627
	Iteration 15Q: 3 clusters Score -3387910 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -3388163.750000 Penalty: 3043.442627
	Iteration 16Q: 3 clusters Score -3388164 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -3388306.500000 Penalty: 3043.442627
	Iteration 17Q: 3 clusters Score -3388306 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -3388449.750000 Penalty: 3043.442627
	Iteration 18Q: 3 clusters Score -3388450 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -3388564.750000 Penalty: 3043.442627
	Iteration 19Q: 3 clusters Score -3388565 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 20398 members 
Entering Unmasked Estep 
Score: -3388705.250000 Penalty: 3043.442627
	Iteration 20F: 3 clusters Score -3388705 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 20788 members 
Entering Unmasked Estep 
Score: -3388828.000000 Penalty: 3043.442627
	Iteration 21Q: 3 clusters Score -3388828 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -3388964.500000 Penalty: 3043.442627
	Iteration 22Q: 3 clusters Score -3388964 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -3389113.000000 Penalty: 3043.442627
	Iteration 23Q: 3 clusters Score -3389113 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 21995 members 
Entering Unmasked Estep 
Score: -3389257.500000 Penalty: 3043.442627
	Iteration 24Q: 3 clusters Score -3389258 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 22422 members 
Entering Unmasked Estep 
Score: -3389419.500000 Penalty: 3043.442627
	Iteration 25Q: 3 clusters Score -3389420 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 22834 members 
Entering Unmasked Estep 
Score: -3389610.250000 Penalty: 3043.442627
	Iteration 26Q: 3 clusters Score -3389610 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 23254 members 
Entering Unmasked Estep 
Score: -3389794.250000 Penalty: 3043.442627
	Iteration 27Q: 3 clusters Score -3389794 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
Score: -3389975.250000 Penalty: 3043.442627
	Iteration 28Q: 3 clusters Score -3389975 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 24089 members 
Entering Unmasked Estep 
Score: -3390182.000000 Penalty: 3043.442627
	Iteration 29Q: 3 clusters Score -3390182 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 24492 members 
Entering Unmasked Estep 
Score: -3390395.750000 Penalty: 3043.442627
	Iteration 30Q: 3 clusters Score -3390396 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 24873 members 
Entering Unmasked Estep 
Score: -3390588.000000 Penalty: 3043.442627
	Iteration 31Q: 3 clusters Score -3390588 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 25229 members 
Entering Unmasked Estep 
Score: -3390774.250000 Penalty: 3043.442627
	Iteration 32Q: 3 clusters Score -3390774 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 25568 members 
Entering Unmasked Estep 
Score: -3390991.750000 Penalty: 3043.442627
	Iteration 33Q: 3 clusters Score -3390992 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 25872 members 
Entering Unmasked Estep 
Score: -3391165.500000 Penalty: 3043.442627
	Iteration 34Q: 3 clusters Score -3391166 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 26107 members 
Entering Unmasked Estep 
Score: -3391304.500000 Penalty: 3043.442627
	Iteration 35Q: 3 clusters Score -3391304 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 26300 members 
Entering Unmasked Estep 
Score: -3391421.000000 Penalty: 3043.442627
	Iteration 36Q: 3 clusters Score -3391421 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 26457 members 
Entering Unmasked Estep 
Score: -3391520.500000 Penalty: 3043.442627
	Iteration 37Q: 3 clusters Score -3391520 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 26574 members 
Entering Unmasked Estep 
Score: -3391603.000000 Penalty: 3043.442627
	Iteration 38Q: 3 clusters Score -3391603 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 26669 members 
Entering Unmasked Estep 
Score: -3391664.750000 Penalty: 3043.442627
	Iteration 39Q: 3 clusters Score -3391665 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 26739 members 
Entering Unmasked Estep 
Score: -3391701.750000 Penalty: 3043.442627
	Iteration 40F: 3 clusters Score -3391702 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 26789 members 
Entering Unmasked Estep 
Score: -3391738.250000 Penalty: 3043.442627
	Iteration 41Q: 3 clusters Score -3391738 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 26831 members 
Entering Unmasked Estep 
Score: -3391773.750000 Penalty: 3043.442627
	Iteration 42Q: 3 clusters Score -3391774 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 26866 members 
Entering Unmasked Estep 
Score: -3391793.500000 Penalty: 3043.442627
	Iteration 43Q: 3 clusters Score -3391794 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 26889 members 
Entering Unmasked Estep 
Score: -3391812.000000 Penalty: 3043.442627
	Iteration 44Q: 3 clusters Score -3391812 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 26910 members 
Entering Unmasked Estep 
Score: -3391825.000000 Penalty: 3043.442627
	Iteration 45Q: 3 clusters Score -3391825 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 26932 members 
Entering Unmasked Estep 
Score: -3391836.750000 Penalty: 3043.442627
	Iteration 46Q: 3 clusters Score -3391837 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 26946 members 
Entering Unmasked Estep 
Score: -3391845.000000 Penalty: 3043.442627
	Iteration 47Q: 3 clusters Score -3391845 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 26955 members 
Entering Unmasked Estep 
Score: -3391853.750000 Penalty: 3043.442627
	Iteration 48Q: 3 clusters Score -3391854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 26966 members 
Entering Unmasked Estep 
Score: -3391862.750000 Penalty: 3043.442627
	Iteration 49Q: 3 clusters Score -3391863 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 26978 members 
Entering Unmasked Estep 
Score: -3391869.250000 Penalty: 3043.442627
	Iteration 50Q: 3 clusters Score -3391869 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 26988 members 
Entering Unmasked Estep 
Score: -3391879.500000 Penalty: 3043.442627
	Iteration 51Q: 3 clusters Score -3391880 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 27002 members 
Entering Unmasked Estep 
Score: -3391890.500000 Penalty: 3043.442627
	Iteration 52Q: 3 clusters Score -3391890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 27011 members 
Entering Unmasked Estep 
Score: -3391896.000000 Penalty: 3043.442627
	Iteration 53Q: 3 clusters Score -3391896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 27019 members 
Entering Unmasked Estep 
Score: -3391906.750000 Penalty: 3043.442627
	Iteration 54Q: 3 clusters Score -3391907 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 27029 members 
Entering Unmasked Estep 
Score: -3391912.250000 Penalty: 3043.442627
	Iteration 55Q: 3 clusters Score -3391912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 27036 members 
Entering Unmasked Estep 
Score: -3391923.750000 Penalty: 3043.442627
	Iteration 56Q: 3 clusters Score -3391924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 27046 members 
Entering Unmasked Estep 
Score: -3391933.000000 Penalty: 3043.442627
	Iteration 57Q: 3 clusters Score -3391933 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 27056 members 
Entering Unmasked Estep 
Score: -3391936.250000 Penalty: 3043.442627
	Iteration 58Q: 3 clusters Score -3391936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 27062 members 
Entering Unmasked Estep 
Score: -3391942.500000 Penalty: 3043.442627
	Iteration 59Q: 3 clusters Score -3391942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 27068 members 
Entering Unmasked Estep 
Score: -3391948.250000 Penalty: 3043.442627
	Iteration 60F: 3 clusters Score -3391948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 27071 members 
Entering Unmasked Estep 
Score: -3391949.500000 Penalty: 3043.442627
	Iteration 61Q: 3 clusters Score -3391950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 27072 members 
Entering Unmasked Estep 
Score: -3391955.250000 Penalty: 3043.442627
	Iteration 62Q: 3 clusters Score -3391955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 27074 members 
Entering Unmasked Estep 
Score: -3391952.500000 Penalty: 3043.442627
	Iteration 63Q: 3 clusters Score -3391952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 27077 members 
Entering Unmasked Estep 
Score: -3391954.250000 Penalty: 3043.442627
	Iteration 64Q: 3 clusters Score -3391954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 27077 members 
Entering Unmasked Estep 
Score: -3391954.250000 Penalty: 3043.442627
	Iteration 65F: 3 clusters Score -3391954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (50025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50025 members 
Entering Unmasked Estep 
Score: -6293466.500000 Penalty: 1610.057373
	Iteration 0F: 2 clusters Score -6293466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25141 members 
Mstep: Class 2 contains 24884 members 
Entering Unmasked Estep 
Score: -6261622.000000 Penalty: 3220.114746
	Iteration 0F: 3 clusters Score -6261622 nChanged 23031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26404 members 
Mstep: Class 2 contains 23621 members 
Entering Unmasked Estep 
Score: -6274526.500000 Penalty: 3220.114746
	Iteration 1F: 3 clusters Score -6274526 nChanged 2095
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27265 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 28480 members 
Mstep: Class 2 contains 21545 members 
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Mstep: Class 1 contains 30199 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 32631 members 
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Mstep: Class 1 contains 35798 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 39500 members 
Mstep: Class 2 contains 10525 members 
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Mstep: Class 1 contains 43100 members 
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Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -6291332 nChanged 740
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Mstep: Class 1 contains 48057 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -6292492 nChanged 305
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Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -6292654 nChanged 181
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	Iteration 14Q: 3 clusters Score -6292727 nChanged 145
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	Iteration 15Q: 3 clusters Score -6292790 nChanged 115
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Mstep: Class 1 contains 48190 members 
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Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -6292826 nChanged 106
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Entering Unmasked Estep 
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Mstep: Class 1 contains 48121 members 
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Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -6292894 nChanged 64
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Mstep: Class 1 contains 48101 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -6292902 nChanged 60
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Mstep: Class 1 contains 48089 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -6292920 nChanged 46
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Mstep: Class 1 contains 48069 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -6292928 nChanged 36
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Mstep: Class 1 contains 48057 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -6292940 nChanged 46
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Mstep: Class 1 contains 48027 members 
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Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -6292924 nChanged 42
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Mstep: Class 1 contains 48013 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -6292944 nChanged 44
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Mstep: Class 1 contains 47999 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -6292956 nChanged 36
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Mstep: Class 1 contains 47983 members 
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Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -6292952 nChanged 25
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Mstep: Class 1 contains 47972 members 
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Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -6292964 nChanged 20
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Mstep: Class 1 contains 47964 members 
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Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -6292954 nChanged 14
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Mstep: Class 1 contains 47958 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -6292964 nChanged 10
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Mstep: Class 1 contains 47950 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 47944 members 
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Mstep: Class 1 contains 47931 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 47920 members 
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Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6292964 nChanged 16
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6293024 nChanged 17
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	Iteration 50Q: 3 clusters Score -6293018 nChanged 21
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	Iteration 51Q: 3 clusters Score -6293030 nChanged 24
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6293034 nChanged 24
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6293032 nChanged 16
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6293034 nChanged 15
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6293039 nChanged 18
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6293036 nChanged 13
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	Iteration 57Q: 3 clusters Score -6293044 nChanged 12
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6293044 nChanged 13
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6293044 nChanged 22
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6293050 nChanged 21
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6293040 nChanged 24
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6293056 nChanged 29
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Mstep: Class 1 contains 47501 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6293070 nChanged 31
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Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6293076 nChanged 27
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6293085 nChanged 28
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Mstep: Class 1 contains 47431 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6293092 nChanged 26
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Mstep: Class 1 contains 47407 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6293092 nChanged 27
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Mstep: Class 1 contains 47386 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6293090 nChanged 20
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Mstep: Class 1 contains 47372 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6293085 nChanged 19
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Mstep: Class 1 contains 47357 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6293088 nChanged 14
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Mstep: Class 1 contains 47343 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6293100 nChanged 24
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Mstep: Class 1 contains 47321 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6293109 nChanged 26
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Mstep: Class 1 contains 47301 members 
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	Iteration 73Q: 3 clusters Score -6293118 nChanged 30
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Mstep: Class 1 contains 47273 members 
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	Iteration 74Q: 3 clusters Score -6293118 nChanged 41
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Mstep: Class 1 contains 47238 members 
Mstep: Class 2 contains 2787 members 
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	Iteration 75Q: 3 clusters Score -6293116 nChanged 32
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Mstep: Class 1 contains 47208 members 
Mstep: Class 2 contains 2817 members 
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	Iteration 76Q: 3 clusters Score -6293114 nChanged 23
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Mstep: Class 1 contains 47189 members 
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	Iteration 77Q: 3 clusters Score -6293108 nChanged 21
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Mstep: Class 2 contains 2857 members 
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	Iteration 78Q: 3 clusters Score -6293106 nChanged 15
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	Iteration 79Q: 3 clusters Score -6293104 nChanged 18
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	Iteration 80F: 3 clusters Score -6293104 nChanged 22
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Mstep: Class 1 contains 47115 members 
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	Iteration 81Q: 3 clusters Score -6293096 nChanged 26
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6293098 nChanged 34
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	Iteration 83Q: 3 clusters Score -6293104 nChanged 35
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	Iteration 84Q: 3 clusters Score -6293102 nChanged 38
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6293112 nChanged 39
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	Iteration 86Q: 3 clusters Score -6293116 nChanged 58
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	Iteration 87Q: 3 clusters Score -6293143 nChanged 61
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	Iteration 88Q: 3 clusters Score -6293154 nChanged 57
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	Iteration 89Q: 3 clusters Score -6293150 nChanged 65
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	Iteration 90Q: 3 clusters Score -6293166 nChanged 70
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6293157 nChanged 86
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	Iteration 92Q: 3 clusters Score -6293173 nChanged 89
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Score: -6293214.000000 Penalty: 3220.114746
	Iteration 93Q: 3 clusters Score -6293214 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46451 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -6293216.500000 Penalty: 3220.114746
	Iteration 94Q: 3 clusters Score -6293216 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46367 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -6293239.000000 Penalty: 3220.114746
	Iteration 95Q: 3 clusters Score -6293239 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46290 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -6293259.000000 Penalty: 3220.114746
	Iteration 96Q: 3 clusters Score -6293259 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46197 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -6293288.000000 Penalty: 3220.114746
	Iteration 97Q: 3 clusters Score -6293288 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46091 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -6293298.000000 Penalty: 3220.114746
	Iteration 98Q: 3 clusters Score -6293298 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45979 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -6293320.000000 Penalty: 3220.114746
	Iteration 99Q: 3 clusters Score -6293320 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45861 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -6293335.500000 Penalty: 3220.114746
	Iteration 100F: 3 clusters Score -6293336 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45735 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -6293371.000000 Penalty: 3220.114746
	Iteration 101Q: 3 clusters Score -6293371 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45574 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -6293401.000000 Penalty: 3220.114746
	Iteration 102Q: 3 clusters Score -6293401 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45366 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -6293440.500000 Penalty: 3220.114746
	Iteration 103Q: 3 clusters Score -6293440 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45132 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -6293501.000000 Penalty: 3220.114746
	Iteration 104Q: 3 clusters Score -6293501 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44867 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -6293616.000000 Penalty: 3220.114746
	Iteration 105Q: 3 clusters Score -6293616 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44554 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -6293705.500000 Penalty: 3220.114746
	Iteration 106Q: 3 clusters Score -6293706 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44168 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -6293856.000000 Penalty: 3220.114746
	Iteration 107Q: 3 clusters Score -6293856 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43745 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -6294025.000000 Penalty: 3220.114746
	Iteration 108Q: 3 clusters Score -6294025 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43278 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -6294206.500000 Penalty: 3220.114746
	Iteration 109Q: 3 clusters Score -6294206 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42780 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -6294429.500000 Penalty: 3220.114746
	Iteration 110Q: 3 clusters Score -6294430 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42214 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -6294649.000000 Penalty: 3220.114746
	Iteration 111Q: 3 clusters Score -6294649 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41614 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -6294940.500000 Penalty: 3220.114746
	Iteration 112Q: 3 clusters Score -6294940 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40928 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -6295251.500000 Penalty: 3220.114746
	Iteration 113Q: 3 clusters Score -6295252 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40174 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -6295612.500000 Penalty: 3220.114746
	Iteration 114Q: 3 clusters Score -6295612 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39324 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -6296088.500000 Penalty: 3220.114746
	Iteration 115Q: 3 clusters Score -6296088 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38400 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -6296617.500000 Penalty: 3220.114746
	Iteration 116Q: 3 clusters Score -6296618 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37459 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -6297117.000000 Penalty: 3220.114746
	Iteration 117Q: 3 clusters Score -6297117 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36511 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -6297678.500000 Penalty: 3220.114746
	Iteration 118Q: 3 clusters Score -6297678 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35641 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -6298197.500000 Penalty: 3220.114746
	Iteration 119Q: 3 clusters Score -6298198 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34899 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -6299335.500000 Penalty: 3220.114746
	Iteration 120F: 3 clusters Score -6299336 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33336 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -6301478.500000 Penalty: 3220.114746
	Iteration 121Q: 3 clusters Score -6301478 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31559 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -6304606.000000 Penalty: 3220.114746
	Iteration 122Q: 3 clusters Score -6304606 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29884 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -6308123.500000 Penalty: 3220.114746
	Iteration 123Q: 3 clusters Score -6308124 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28977 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -6309317.500000 Penalty: 3220.114746
	Iteration 124Q: 3 clusters Score -6309318 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28682 members 
Mstep: Class 2 contains 21343 members 
Entering Unmasked Estep 
Score: -6309438.000000 Penalty: 3220.114746
	Iteration 125Q: 3 clusters Score -6309438 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28610 members 
Mstep: Class 2 contains 21415 members 
Entering Unmasked Estep 
Score: -6309453.000000 Penalty: 3220.114746
	Iteration 126Q: 3 clusters Score -6309453 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28595 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -6309453.500000 Penalty: 3220.114746
	Iteration 127Q: 3 clusters Score -6309454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28589 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -6309445.000000 Penalty: 3220.114746
	Iteration 128Q: 3 clusters Score -6309445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28588 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -6309453.500000 Penalty: 3220.114746
	Iteration 129Q: 3 clusters Score -6309454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28588 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -6309453.500000 Penalty: 3220.114746
	Iteration 130F: 3 clusters Score -6309454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62494 members 
Mstep: Class 2 contains 11596 members 
Mstep: Class 3 contains 75978 members 
Mstep: Class 4 contains 27629 members 
Mstep: Class 5 contains 28588 members 
Mstep: Class 6 contains 5677 members 
Mstep: Class 7 contains 65666 members 
Mstep: Class 8 contains 22361 members 
Mstep: Class 9 contains 274 members 
Mstep: Class 10 contains 6307 members 
Mstep: Class 11 contains 38498 members 
Mstep: Class 12 contains 2200 members 
Mstep: Class 13 contains 5619 members 
Mstep: Class 14 contains 65921 members 
Mstep: Class 15 contains 10408 members 
Mstep: Class 16 contains 11788 members 
Mstep: Class 17 contains 3883 members 
Mstep: Class 18 contains 27061 members 
Mstep: Class 19 contains 9900 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5522 members 
Mstep: Class 22 contains 15855 members 
Mstep: Class 23 contains 19450 members 
Mstep: Class 24 contains 3729 members 
Mstep: Class 25 contains 14457 members 
Mstep: Class 26 contains 5654 members 
Mstep: Class 27 contains 18891 members 
Mstep: Class 28 contains 12043 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 16048 members 
Mstep: Class 31 contains 406 members 
Mstep: Class 32 contains 1632 members 
Mstep: Class 33 contains 157 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6860 members 
Mstep: Class 36 contains 399 members 
Mstep: Class 37 contains 9164 members 
Mstep: Class 38 contains 9450 members 
Mstep: Class 39 contains 21991 members 
Mstep: Class 40 contains 248 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 162 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 21437 members 
Entering Unmasked Estep 
Score: -81013072.000000 Penalty: 87800.648438
Splitting cluster 5 changes total score from -80997320.000000 to -81013072.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 6 (5677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Entering Unmasked Estep 
Score: -664981.187500 Penalty: 1286.253784
	Iteration 0F: 2 clusters Score -664981.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -660906.125000 Penalty: 2572.507568
	Iteration 0F: 3 clusters Score -660906.1 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -662147.687500 Penalty: 2572.507568
	Iteration 1F: 3 clusters Score -662147.7 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -662424.812500 Penalty: 2572.507568
	Iteration 2F: 3 clusters Score -662424.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -662638.562500 Penalty: 2572.507568
	Iteration 3F: 3 clusters Score -662638.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -662825.812500 Penalty: 2572.507568
	Iteration 4F: 3 clusters Score -662825.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -663009.625000 Penalty: 2572.507568
	Iteration 5Q: 3 clusters Score -663009.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -663188.062500 Penalty: 2572.507568
	Iteration 6Q: 3 clusters Score -663188.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -663352.875000 Penalty: 2572.507568
	Iteration 7Q: 3 clusters Score -663352.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -663481.875000 Penalty: 2572.507568
	Iteration 8Q: 3 clusters Score -663481.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -663594.687500 Penalty: 2572.507568
	Iteration 9Q: 3 clusters Score -663594.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -663696.062500 Penalty: 2572.507568
	Iteration 10Q: 3 clusters Score -663696.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -663797.625000 Penalty: 2572.507568
	Iteration 11Q: 3 clusters Score -663797.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -663912.000000 Penalty: 2572.507568
	Iteration 12Q: 3 clusters Score -663912 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -664009.812500 Penalty: 2572.507568
	Iteration 13Q: 3 clusters Score -664009.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -664112.437500 Penalty: 2572.507568
	Iteration 14Q: 3 clusters Score -664112.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -664199.250000 Penalty: 2572.507568
	Iteration 15Q: 3 clusters Score -664199.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -664268.500000 Penalty: 2572.507568
	Iteration 16Q: 3 clusters Score -664268.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -664316.875000 Penalty: 2572.507568
	Iteration 17Q: 3 clusters Score -664316.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -664352.875000 Penalty: 2572.507568
	Iteration 18Q: 3 clusters Score -664352.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -664377.750000 Penalty: 2572.507568
	Iteration 19Q: 3 clusters Score -664377.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -664394.937500 Penalty: 2572.507568
	Iteration 20F: 3 clusters Score -664394.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -664406.687500 Penalty: 2572.507568
	Iteration 21Q: 3 clusters Score -664406.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -664411.750000 Penalty: 2572.507568
	Iteration 22Q: 3 clusters Score -664411.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -664418.937500 Penalty: 2572.507568
	Iteration 23Q: 3 clusters Score -664418.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -664423.062500 Penalty: 2572.507568
	Iteration 24Q: 3 clusters Score -664423.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -664430.125000 Penalty: 2572.507568
	Iteration 25Q: 3 clusters Score -664430.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -664435.875000 Penalty: 2572.507568
	Iteration 26Q: 3 clusters Score -664435.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -664441.937500 Penalty: 2572.507568
	Iteration 27Q: 3 clusters Score -664441.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -664447.375000 Penalty: 2572.507568
	Iteration 28Q: 3 clusters Score -664447.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -664447.500000 Penalty: 2572.507568
	Iteration 29Q: 3 clusters Score -664447.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -664449.875000 Penalty: 2572.507568
	Iteration 30Q: 3 clusters Score -664449.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -664452.187500 Penalty: 2572.507568
	Iteration 31Q: 3 clusters Score -664452.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -664454.812500 Penalty: 2572.507568
	Iteration 32Q: 3 clusters Score -664454.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -664455.125000 Penalty: 2572.507568
	Iteration 33Q: 3 clusters Score -664455.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -664457.000000 Penalty: 2572.507568
	Iteration 34Q: 3 clusters Score -664457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -664457.687500 Penalty: 2572.507568
	Iteration 35Q: 3 clusters Score -664457.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -664457.312500 Penalty: 2572.507568
	Iteration 36Q: 3 clusters Score -664457.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -664457.312500 Penalty: 2572.507568
	Iteration 37F: 3 clusters Score -664457.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (65666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65666 members 
Entering Unmasked Estep 
Score: -8356016.000000 Penalty: 1650.539673
	Iteration 0F: 2 clusters Score -8356016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32881 members 
Mstep: Class 2 contains 32785 members 
Entering Unmasked Estep 
Score: -8315247.000000 Penalty: 3301.079346
	Iteration 0F: 3 clusters Score -8315247 nChanged 30562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33319 members 
Mstep: Class 2 contains 32347 members 
Entering Unmasked Estep 
Score: -8332297.000000 Penalty: 3301.079346
	Iteration 1F: 3 clusters Score -8332297 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33628 members 
Mstep: Class 2 contains 32038 members 
Entering Unmasked Estep 
Score: -8332868.000000 Penalty: 3301.079346
	Iteration 2Q: 3 clusters Score -8332868 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34083 members 
Mstep: Class 2 contains 31583 members 
Entering Unmasked Estep 
Score: -8333433.000000 Penalty: 3301.079346
	Iteration 3Q: 3 clusters Score -8333433 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34746 members 
Mstep: Class 2 contains 30920 members 
Entering Unmasked Estep 
Score: -8334000.000000 Penalty: 3301.079346
	Iteration 4Q: 3 clusters Score -8334000 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35701 members 
Mstep: Class 2 contains 29965 members 
Entering Unmasked Estep 
Score: -8334638.000000 Penalty: 3301.079346
	Iteration 5Q: 3 clusters Score -8334638 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37011 members 
Mstep: Class 2 contains 28655 members 
Entering Unmasked Estep 
Score: -8335466.000000 Penalty: 3301.079346
	Iteration 6Q: 3 clusters Score -8335466 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38792 members 
Mstep: Class 2 contains 26874 members 
Entering Unmasked Estep 
Score: -8336615.500000 Penalty: 3301.079346
	Iteration 7Q: 3 clusters Score -8336616 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41223 members 
Mstep: Class 2 contains 24443 members 
Entering Unmasked Estep 
Score: -8337929.000000 Penalty: 3301.079346
	Iteration 8Q: 3 clusters Score -8337929 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44193 members 
Mstep: Class 2 contains 21473 members 
Entering Unmasked Estep 
Score: -8339857.000000 Penalty: 3301.079346
	Iteration 9F: 3 clusters Score -8339857 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47678 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -8342266.000000 Penalty: 3301.079346
	Iteration 10F: 3 clusters Score -8342266 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51255 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -8344902.500000 Penalty: 3301.079346
	Iteration 11F: 3 clusters Score -8344902 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54266 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -8347043.000000 Penalty: 3301.079346
	Iteration 12Q: 3 clusters Score -8347043 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56678 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -8348784.000000 Penalty: 3301.079346
	Iteration 13Q: 3 clusters Score -8348784 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58555 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -8350110.000000 Penalty: 3301.079346
	Iteration 14Q: 3 clusters Score -8350110 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59953 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -8351101.000000 Penalty: 3301.079346
	Iteration 15Q: 3 clusters Score -8351101 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61056 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -8351875.000000 Penalty: 3301.079346
	Iteration 16Q: 3 clusters Score -8351875 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61903 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -8352500.000000 Penalty: 3301.079346
	Iteration 17Q: 3 clusters Score -8352500 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62581 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -8353039.000000 Penalty: 3301.079346
	Iteration 18Q: 3 clusters Score -8353039 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63139 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -8353492.000000 Penalty: 3301.079346
	Iteration 19Q: 3 clusters Score -8353492 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63567 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -8353840.500000 Penalty: 3301.079346
	Iteration 20F: 3 clusters Score -8353840 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63873 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -8354065.500000 Penalty: 3301.079346
	Iteration 21Q: 3 clusters Score -8354066 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64079 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -8354241.500000 Penalty: 3301.079346
	Iteration 22Q: 3 clusters Score -8354242 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64241 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -8354379.000000 Penalty: 3301.079346
	Iteration 23Q: 3 clusters Score -8354379 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64337 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -8354474.000000 Penalty: 3301.079346
	Iteration 24Q: 3 clusters Score -8354474 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64404 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -8354526.500000 Penalty: 3301.079346
	Iteration 25Q: 3 clusters Score -8354526 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64456 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -8354567.500000 Penalty: 3301.079346
	Iteration 26Q: 3 clusters Score -8354568 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64497 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -8354607.500000 Penalty: 3301.079346
	Iteration 27Q: 3 clusters Score -8354608 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64532 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -8354632.000000 Penalty: 3301.079346
	Iteration 28Q: 3 clusters Score -8354632 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64556 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -8354648.000000 Penalty: 3301.079346
	Iteration 29Q: 3 clusters Score -8354648 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64580 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -8354677.000000 Penalty: 3301.079346
	Iteration 30Q: 3 clusters Score -8354677 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64597 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -8354694.500000 Penalty: 3301.079346
	Iteration 31Q: 3 clusters Score -8354694 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64612 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -8354709.000000 Penalty: 3301.079346
	Iteration 32Q: 3 clusters Score -8354709 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64631 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -8354739.000000 Penalty: 3301.079346
	Iteration 33Q: 3 clusters Score -8354739 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64647 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -8354759.500000 Penalty: 3301.079346
	Iteration 34Q: 3 clusters Score -8354760 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64669 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -8354778.500000 Penalty: 3301.079346
	Iteration 35Q: 3 clusters Score -8354778 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64688 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -8354801.500000 Penalty: 3301.079346
	Iteration 36Q: 3 clusters Score -8354802 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64698 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -8354810.000000 Penalty: 3301.079346
	Iteration 37Q: 3 clusters Score -8354810 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64708 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -8354821.500000 Penalty: 3301.079346
	Iteration 38Q: 3 clusters Score -8354822 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64716 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -8354832.500000 Penalty: 3301.079346
	Iteration 39Q: 3 clusters Score -8354832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64723 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -8354842.000000 Penalty: 3301.079346
	Iteration 40F: 3 clusters Score -8354842 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64736 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -8354865.000000 Penalty: 3301.079346
	Iteration 41Q: 3 clusters Score -8354865 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64743 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -8354857.500000 Penalty: 3301.079346
	Iteration 42Q: 3 clusters Score -8354858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64742 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -8354863.000000 Penalty: 3301.079346
	Iteration 43Q: 3 clusters Score -8354863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64744 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -8354866.000000 Penalty: 3301.079346
	Iteration 44Q: 3 clusters Score -8354866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64744 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -8354864.500000 Penalty: 3301.079346
	Iteration 45Q: 3 clusters Score -8354864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64744 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -8354864.000000 Penalty: 3301.079346
	Iteration 46Q: 3 clusters Score -8354864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64745 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -8354863.500000 Penalty: 3301.079346
	Iteration 47Q: 3 clusters Score -8354864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64746 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -8354860.500000 Penalty: 3301.079346
	Iteration 48Q: 3 clusters Score -8354860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64746 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -8354860.500000 Penalty: 3301.079346
	Iteration 49F: 3 clusters Score -8354860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (22361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22361 members 
Entering Unmasked Estep 
Score: -2839404.500000 Penalty: 1490.243042
	Iteration 0F: 2 clusters Score -2839404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -2824774.000000 Penalty: 2980.486084
	Iteration 0F: 3 clusters Score -2824774 nChanged 9958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -2830084.750000 Penalty: 2980.486084
	Iteration 1F: 3 clusters Score -2830085 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -2830534.250000 Penalty: 2980.486084
	Iteration 2F: 3 clusters Score -2830534 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -2830951.750000 Penalty: 2980.486084
	Iteration 3Q: 3 clusters Score -2830952 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -2831408.000000 Penalty: 2980.486084
	Iteration 4Q: 3 clusters Score -2831408 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -2831857.000000 Penalty: 2980.486084
	Iteration 5Q: 3 clusters Score -2831857 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -2832359.750000 Penalty: 2980.486084
	Iteration 6Q: 3 clusters Score -2832360 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -2832788.750000 Penalty: 2980.486084
	Iteration 7Q: 3 clusters Score -2832789 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -2833154.750000 Penalty: 2980.486084
	Iteration 8Q: 3 clusters Score -2833155 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -2833478.250000 Penalty: 2980.486084
	Iteration 9Q: 3 clusters Score -2833478 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -2833707.750000 Penalty: 2980.486084
	Iteration 10Q: 3 clusters Score -2833708 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -2833891.750000 Penalty: 2980.486084
	Iteration 11Q: 3 clusters Score -2833892 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -2834023.000000 Penalty: 2980.486084
	Iteration 12Q: 3 clusters Score -2834023 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -2834103.750000 Penalty: 2980.486084
	Iteration 13Q: 3 clusters Score -2834104 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -2834162.750000 Penalty: 2980.486084
	Iteration 14Q: 3 clusters Score -2834163 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -2834224.500000 Penalty: 2980.486084
	Iteration 15Q: 3 clusters Score -2834224 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -2834270.500000 Penalty: 2980.486084
	Iteration 16Q: 3 clusters Score -2834270 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -2834301.250000 Penalty: 2980.486084
	Iteration 17Q: 3 clusters Score -2834301 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -2834329.250000 Penalty: 2980.486084
	Iteration 18Q: 3 clusters Score -2834329 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -2834359.250000 Penalty: 2980.486084
	Iteration 19Q: 3 clusters Score -2834359 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -2834383.000000 Penalty: 2980.486084
	Iteration 20F: 3 clusters Score -2834383 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -2834404.500000 Penalty: 2980.486084
	Iteration 21Q: 3 clusters Score -2834404 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -2834420.000000 Penalty: 2980.486084
	Iteration 22Q: 3 clusters Score -2834420 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -2834444.500000 Penalty: 2980.486084
	Iteration 23Q: 3 clusters Score -2834444 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -2834459.000000 Penalty: 2980.486084
	Iteration 24Q: 3 clusters Score -2834459 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -2834479.250000 Penalty: 2980.486084
	Iteration 25Q: 3 clusters Score -2834479 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -2834506.250000 Penalty: 2980.486084
	Iteration 26Q: 3 clusters Score -2834506 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -2834520.750000 Penalty: 2980.486084
	Iteration 27Q: 3 clusters Score -2834521 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -2834536.250000 Penalty: 2980.486084
	Iteration 28Q: 3 clusters Score -2834536 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -2834552.000000 Penalty: 2980.486084
	Iteration 29Q: 3 clusters Score -2834552 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -2834576.500000 Penalty: 2980.486084
	Iteration 30Q: 3 clusters Score -2834576 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -2834592.250000 Penalty: 2980.486084
	Iteration 31Q: 3 clusters Score -2834592 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -2834635.750000 Penalty: 2980.486084
	Iteration 32Q: 3 clusters Score -2834636 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -2834662.750000 Penalty: 2980.486084
	Iteration 33Q: 3 clusters Score -2834663 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -2834706.500000 Penalty: 2980.486084
	Iteration 34Q: 3 clusters Score -2834706 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -2834730.000000 Penalty: 2980.486084
	Iteration 35Q: 3 clusters Score -2834730 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -2834777.750000 Penalty: 2980.486084
	Iteration 36Q: 3 clusters Score -2834778 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -2834843.750000 Penalty: 2980.486084
	Iteration 37Q: 3 clusters Score -2834844 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -2834909.750000 Penalty: 2980.486084
	Iteration 38Q: 3 clusters Score -2834910 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -2835024.000000 Penalty: 2980.486084
	Iteration 39Q: 3 clusters Score -2835024 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -2835140.250000 Penalty: 2980.486084
	Iteration 40F: 3 clusters Score -2835140 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -2835278.500000 Penalty: 2980.486084
	Iteration 41Q: 3 clusters Score -2835278 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -2835436.000000 Penalty: 2980.486084
	Iteration 42Q: 3 clusters Score -2835436 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -2835631.000000 Penalty: 2980.486084
	Iteration 43Q: 3 clusters Score -2835631 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -2835872.500000 Penalty: 2980.486084
	Iteration 44Q: 3 clusters Score -2835872 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -2836129.750000 Penalty: 2980.486084
	Iteration 45Q: 3 clusters Score -2836130 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -2836439.000000 Penalty: 2980.486084
	Iteration 46Q: 3 clusters Score -2836439 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -2836736.750000 Penalty: 2980.486084
	Iteration 47Q: 3 clusters Score -2836737 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -2836995.500000 Penalty: 2980.486084
	Iteration 48Q: 3 clusters Score -2836996 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -2837253.250000 Penalty: 2980.486084
	Iteration 49Q: 3 clusters Score -2837253 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -2837486.250000 Penalty: 2980.486084
	Iteration 50Q: 3 clusters Score -2837486 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -2837682.250000 Penalty: 2980.486084
	Iteration 51Q: 3 clusters Score -2837682 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 20480 members 
Entering Unmasked Estep 
Score: -2837834.250000 Penalty: 2980.486084
	Iteration 52Q: 3 clusters Score -2837834 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -2837964.000000 Penalty: 2980.486084
	Iteration 53Q: 3 clusters Score -2837964 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -2838061.500000 Penalty: 2980.486084
	Iteration 54Q: 3 clusters Score -2838062 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
Score: -2838135.500000 Penalty: 2980.486084
	Iteration 55Q: 3 clusters Score -2838136 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 21115 members 
Entering Unmasked Estep 
Score: -2838184.500000 Penalty: 2980.486084
	Iteration 56Q: 3 clusters Score -2838184 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 21192 members 
Entering Unmasked Estep 
Score: -2838238.000000 Penalty: 2980.486084
	Iteration 57Q: 3 clusters Score -2838238 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 21257 members 
Entering Unmasked Estep 
Score: -2838273.250000 Penalty: 2980.486084
	Iteration 58Q: 3 clusters Score -2838273 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 21300 members 
Entering Unmasked Estep 
Score: -2838300.250000 Penalty: 2980.486084
	Iteration 59Q: 3 clusters Score -2838300 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -2838324.750000 Penalty: 2980.486084
	Iteration 60F: 3 clusters Score -2838325 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 21384 members 
Entering Unmasked Estep 
Score: -2838342.250000 Penalty: 2980.486084
	Iteration 61Q: 3 clusters Score -2838342 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 21415 members 
Entering Unmasked Estep 
Score: -2838359.750000 Penalty: 2980.486084
	Iteration 62Q: 3 clusters Score -2838360 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
Score: -2838366.000000 Penalty: 2980.486084
	Iteration 63Q: 3 clusters Score -2838366 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 21461 members 
Entering Unmasked Estep 
Score: -2838379.500000 Penalty: 2980.486084
	Iteration 64Q: 3 clusters Score -2838380 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
Score: -2838391.000000 Penalty: 2980.486084
	Iteration 65Q: 3 clusters Score -2838391 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
Score: -2838407.250000 Penalty: 2980.486084
	Iteration 66Q: 3 clusters Score -2838407 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 21508 members 
Entering Unmasked Estep 
Score: -2838414.750000 Penalty: 2980.486084
	Iteration 67Q: 3 clusters Score -2838415 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 21520 members 
Entering Unmasked Estep 
Score: -2838424.750000 Penalty: 2980.486084
	Iteration 68Q: 3 clusters Score -2838425 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -2838430.750000 Penalty: 2980.486084
	Iteration 69Q: 3 clusters Score -2838431 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 21545 members 
Entering Unmasked Estep 
Score: -2838435.750000 Penalty: 2980.486084
	Iteration 70Q: 3 clusters Score -2838436 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
Score: -2838443.500000 Penalty: 2980.486084
	Iteration 71Q: 3 clusters Score -2838444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -2838450.500000 Penalty: 2980.486084
	Iteration 72Q: 3 clusters Score -2838450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 21566 members 
Entering Unmasked Estep 
Score: -2838449.000000 Penalty: 2980.486084
	Iteration 73Q: 3 clusters Score -2838449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 21567 members 
Entering Unmasked Estep 
Score: -2838450.750000 Penalty: 2980.486084
	Iteration 74Q: 3 clusters Score -2838451 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 21575 members 
Entering Unmasked Estep 
Score: -2838456.500000 Penalty: 2980.486084
	Iteration 75Q: 3 clusters Score -2838456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -2838458.500000 Penalty: 2980.486084
	Iteration 76Q: 3 clusters Score -2838458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
Score: -2838462.000000 Penalty: 2980.486084
	Iteration 77Q: 3 clusters Score -2838462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -2838467.000000 Penalty: 2980.486084
	Iteration 78Q: 3 clusters Score -2838467 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -2838467.250000 Penalty: 2980.486084
	Iteration 79Q: 3 clusters Score -2838467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -2838470.500000 Penalty: 2980.486084
	Iteration 80F: 3 clusters Score -2838470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 21608 members 
Entering Unmasked Estep 
Score: -2838471.750000 Penalty: 2980.486084
	Iteration 81Q: 3 clusters Score -2838472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -2838477.000000 Penalty: 2980.486084
	Iteration 82Q: 3 clusters Score -2838477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 21612 members 
Entering Unmasked Estep 
Score: -2838480.500000 Penalty: 2980.486084
	Iteration 83Q: 3 clusters Score -2838480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 21614 members 
Entering Unmasked Estep 
Score: -2838478.250000 Penalty: 2980.486084
	Iteration 84Q: 3 clusters Score -2838478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 21614 members 
Entering Unmasked Estep 
Score: -2838478.250000 Penalty: 2980.486084
	Iteration 85F: 3 clusters Score -2838478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -18628.503906 Penalty: 835.233521
	Iteration 0F: 2 clusters Score -18628.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -17953.697266 Penalty: 1670.467041
	Iteration 0F: 3 clusters Score -17953.7 nChanged 38
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: -18114.621094 Penalty: 1670.467041
	Iteration 1F: 3 clusters Score -18114.62 nChanged 18
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: -18222.095703 Penalty: 1670.467041
	Iteration 2F: 3 clusters Score -18222.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -18271.345703 Penalty: 1670.467041
	Iteration 3Q: 3 clusters Score -18271.35 nChanged 5
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: -18296.917969 Penalty: 1670.467041
	Iteration 4Q: 3 clusters Score -18296.92 nChanged 0
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: -18296.917969 Penalty: 1670.467041
	Iteration 5F: 3 clusters Score -18296.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Entering Unmasked Estep 
Score: -757281.000000 Penalty: 1301.913086
	Iteration 0F: 2 clusters Score -757281 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -752803.062500 Penalty: 2603.826172
	Iteration 0F: 3 clusters Score -752803.1 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -754125.000000 Penalty: 2603.826172
	Iteration 1F: 3 clusters Score -754125 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -754339.812500 Penalty: 2603.826172
	Iteration 2F: 3 clusters Score -754339.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -754484.437500 Penalty: 2603.826172
	Iteration 3Q: 3 clusters Score -754484.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -754591.125000 Penalty: 2603.826172
	Iteration 4Q: 3 clusters Score -754591.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -754668.312500 Penalty: 2603.826172
	Iteration 5Q: 3 clusters Score -754668.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -754732.187500 Penalty: 2603.826172
	Iteration 6Q: 3 clusters Score -754732.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -754785.625000 Penalty: 2603.826172
	Iteration 7Q: 3 clusters Score -754785.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -754839.437500 Penalty: 2603.826172
	Iteration 8Q: 3 clusters Score -754839.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -754895.375000 Penalty: 2603.826172
	Iteration 9Q: 3 clusters Score -754895.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -754946.375000 Penalty: 2603.826172
	Iteration 10Q: 3 clusters Score -754946.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -754988.875000 Penalty: 2603.826172
	Iteration 11Q: 3 clusters Score -754988.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -755027.187500 Penalty: 2603.826172
	Iteration 12Q: 3 clusters Score -755027.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -755070.625000 Penalty: 2603.826172
	Iteration 13Q: 3 clusters Score -755070.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -755107.625000 Penalty: 2603.826172
	Iteration 14Q: 3 clusters Score -755107.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -755150.812500 Penalty: 2603.826172
	Iteration 15Q: 3 clusters Score -755150.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -755195.812500 Penalty: 2603.826172
	Iteration 16Q: 3 clusters Score -755195.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -755239.937500 Penalty: 2603.826172
	Iteration 17Q: 3 clusters Score -755239.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -755294.875000 Penalty: 2603.826172
	Iteration 18Q: 3 clusters Score -755294.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -755342.812500 Penalty: 2603.826172
	Iteration 19Q: 3 clusters Score -755342.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -755392.187500 Penalty: 2603.826172
	Iteration 20F: 3 clusters Score -755392.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -755444.750000 Penalty: 2603.826172
	Iteration 21Q: 3 clusters Score -755444.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -755495.750000 Penalty: 2603.826172
	Iteration 22Q: 3 clusters Score -755495.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -755558.125000 Penalty: 2603.826172
	Iteration 23Q: 3 clusters Score -755558.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -755627.125000 Penalty: 2603.826172
	Iteration 24Q: 3 clusters Score -755627.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -755699.500000 Penalty: 2603.826172
	Iteration 25Q: 3 clusters Score -755699.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -755783.187500 Penalty: 2603.826172
	Iteration 26Q: 3 clusters Score -755783.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -755871.000000 Penalty: 2603.826172
	Iteration 27Q: 3 clusters Score -755871 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -755920.375000 Penalty: 2603.826172
	Iteration 28Q: 3 clusters Score -755920.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -755974.000000 Penalty: 2603.826172
	Iteration 29Q: 3 clusters Score -755974 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -756025.312500 Penalty: 2603.826172
	Iteration 30Q: 3 clusters Score -756025.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -756061.250000 Penalty: 2603.826172
	Iteration 31Q: 3 clusters Score -756061.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -756093.937500 Penalty: 2603.826172
	Iteration 32Q: 3 clusters Score -756093.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -756124.562500 Penalty: 2603.826172
	Iteration 33Q: 3 clusters Score -756124.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -756143.937500 Penalty: 2603.826172
	Iteration 34Q: 3 clusters Score -756143.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -756157.562500 Penalty: 2603.826172
	Iteration 35Q: 3 clusters Score -756157.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -756168.750000 Penalty: 2603.826172
	Iteration 36Q: 3 clusters Score -756168.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -756176.875000 Penalty: 2603.826172
	Iteration 37Q: 3 clusters Score -756176.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -756183.312500 Penalty: 2603.826172
	Iteration 38Q: 3 clusters Score -756183.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -756184.875000 Penalty: 2603.826172
	Iteration 39Q: 3 clusters Score -756184.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -756188.812500 Penalty: 2603.826172
	Iteration 40F: 3 clusters Score -756188.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -756189.187500 Penalty: 2603.826172
	Iteration 41Q: 3 clusters Score -756189.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -756193.000000 Penalty: 2603.826172
	Iteration 42Q: 3 clusters Score -756193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -756195.687500 Penalty: 2603.826172
	Iteration 43Q: 3 clusters Score -756195.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -756198.000000 Penalty: 2603.826172
	Iteration 44Q: 3 clusters Score -756198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -756201.625000 Penalty: 2603.826172
	Iteration 45Q: 3 clusters Score -756201.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -756207.687500 Penalty: 2603.826172
	Iteration 46Q: 3 clusters Score -756207.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -756209.000000 Penalty: 2603.826172
	Iteration 47Q: 3 clusters Score -756209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -756210.875000 Penalty: 2603.826172
	Iteration 48Q: 3 clusters Score -756210.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -756212.312500 Penalty: 2603.826172
	Iteration 49Q: 3 clusters Score -756212.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -756212.625000 Penalty: 2603.826172
	Iteration 50Q: 3 clusters Score -756212.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -756213.250000 Penalty: 2603.826172
	Iteration 51Q: 3 clusters Score -756213.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -756214.500000 Penalty: 2603.826172
	Iteration 52Q: 3 clusters Score -756214.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -756214.812500 Penalty: 2603.826172
	Iteration 53Q: 3 clusters Score -756214.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -756216.500000 Penalty: 2603.826172
	Iteration 54Q: 3 clusters Score -756216.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -756216.500000 Penalty: 2603.826172
	Iteration 55F: 3 clusters Score -756216.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (38498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38498 members 
Entering Unmasked Estep 
Score: -4747385.000000 Penalty: 1571.084351
	Iteration 0F: 2 clusters Score -4747385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -4722375.000000 Penalty: 3142.168701
	Iteration 0F: 3 clusters Score -4722375 nChanged 17538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -4732152.000000 Penalty: 3142.168701
	Iteration 1F: 3 clusters Score -4732152 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -4732909.000000 Penalty: 3142.168701
	Iteration 2Q: 3 clusters Score -4732909 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22375 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -4733841.000000 Penalty: 3142.168701
	Iteration 3F: 3 clusters Score -4733841 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23922 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -4735085.000000 Penalty: 3142.168701
	Iteration 4F: 3 clusters Score -4735085 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25828 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -4736794.500000 Penalty: 3142.168701
	Iteration 5F: 3 clusters Score -4736794 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27911 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -4738814.500000 Penalty: 3142.168701
	Iteration 6F: 3 clusters Score -4738814 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29899 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -4740748.000000 Penalty: 3142.168701
	Iteration 7F: 3 clusters Score -4740748 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31579 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -4742407.000000 Penalty: 3142.168701
	Iteration 8F: 3 clusters Score -4742407 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32869 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -4743759.000000 Penalty: 3142.168701
	Iteration 9Q: 3 clusters Score -4743759 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33759 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -4744675.500000 Penalty: 3142.168701
	Iteration 10Q: 3 clusters Score -4744676 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34381 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -4745274.500000 Penalty: 3142.168701
	Iteration 11Q: 3 clusters Score -4745274 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34817 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -4745647.000000 Penalty: 3142.168701
	Iteration 12Q: 3 clusters Score -4745647 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35164 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -4745896.000000 Penalty: 3142.168701
	Iteration 13Q: 3 clusters Score -4745896 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35462 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -4746065.500000 Penalty: 3142.168701
	Iteration 14Q: 3 clusters Score -4746066 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35683 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -4746183.500000 Penalty: 3142.168701
	Iteration 15Q: 3 clusters Score -4746184 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35853 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -4746288.500000 Penalty: 3142.168701
	Iteration 16Q: 3 clusters Score -4746288 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35999 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -4746342.500000 Penalty: 3142.168701
	Iteration 17Q: 3 clusters Score -4746342 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36123 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -4746394.000000 Penalty: 3142.168701
	Iteration 18Q: 3 clusters Score -4746394 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36227 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -4746436.500000 Penalty: 3142.168701
	Iteration 19Q: 3 clusters Score -4746436 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36316 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -4746464.500000 Penalty: 3142.168701
	Iteration 20F: 3 clusters Score -4746464 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36395 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -4746498.500000 Penalty: 3142.168701
	Iteration 21Q: 3 clusters Score -4746498 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36448 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -4746526.000000 Penalty: 3142.168701
	Iteration 22Q: 3 clusters Score -4746526 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36483 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -4746528.000000 Penalty: 3142.168701
	Iteration 23Q: 3 clusters Score -4746528 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36520 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -4746539.000000 Penalty: 3142.168701
	Iteration 24Q: 3 clusters Score -4746539 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36547 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -4746532.500000 Penalty: 3142.168701
	Iteration 25Q: 3 clusters Score -4746532 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36571 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -4746524.500000 Penalty: 3142.168701
	Iteration 26Q: 3 clusters Score -4746524 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36594 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -4746536.500000 Penalty: 3142.168701
	Iteration 27Q: 3 clusters Score -4746536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36605 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -4746551.000000 Penalty: 3142.168701
	Iteration 28Q: 3 clusters Score -4746551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36612 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -4746552.000000 Penalty: 3142.168701
	Iteration 29Q: 3 clusters Score -4746552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36622 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -4746550.000000 Penalty: 3142.168701
	Iteration 30Q: 3 clusters Score -4746550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36630 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -4746553.000000 Penalty: 3142.168701
	Iteration 31Q: 3 clusters Score -4746553 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36638 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -4746553.000000 Penalty: 3142.168701
	Iteration 32Q: 3 clusters Score -4746553 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36644 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -4746553.500000 Penalty: 3142.168701
	Iteration 33Q: 3 clusters Score -4746554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36651 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -4746559.000000 Penalty: 3142.168701
	Iteration 34Q: 3 clusters Score -4746559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36654 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -4746563.500000 Penalty: 3142.168701
	Iteration 35Q: 3 clusters Score -4746564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36657 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -4746565.500000 Penalty: 3142.168701
	Iteration 36Q: 3 clusters Score -4746566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36664 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -4746564.500000 Penalty: 3142.168701
	Iteration 37Q: 3 clusters Score -4746564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36671 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -4746569.000000 Penalty: 3142.168701
	Iteration 38Q: 3 clusters Score -4746569 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36684 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -4746576.500000 Penalty: 3142.168701
	Iteration 39Q: 3 clusters Score -4746576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36691 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -4746577.500000 Penalty: 3142.168701
	Iteration 40F: 3 clusters Score -4746578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36697 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -4746589.500000 Penalty: 3142.168701
	Iteration 41Q: 3 clusters Score -4746590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36703 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -4746587.000000 Penalty: 3142.168701
	Iteration 42Q: 3 clusters Score -4746587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36709 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -4746590.000000 Penalty: 3142.168701
	Iteration 43Q: 3 clusters Score -4746590 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36721 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -4746605.500000 Penalty: 3142.168701
	Iteration 44Q: 3 clusters Score -4746606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36727 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -4746597.500000 Penalty: 3142.168701
	Iteration 45Q: 3 clusters Score -4746598 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36737 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -4746597.000000 Penalty: 3142.168701
	Iteration 46Q: 3 clusters Score -4746597 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36749 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -4746614.000000 Penalty: 3142.168701
	Iteration 47Q: 3 clusters Score -4746614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36757 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -4746612.000000 Penalty: 3142.168701
	Iteration 48Q: 3 clusters Score -4746612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36767 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -4746601.500000 Penalty: 3142.168701
	Iteration 49Q: 3 clusters Score -4746602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36777 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -4746618.000000 Penalty: 3142.168701
	Iteration 50Q: 3 clusters Score -4746618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36783 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -4746620.500000 Penalty: 3142.168701
	Iteration 51Q: 3 clusters Score -4746620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36789 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -4746622.500000 Penalty: 3142.168701
	Iteration 52Q: 3 clusters Score -4746622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36797 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -4746637.000000 Penalty: 3142.168701
	Iteration 53Q: 3 clusters Score -4746637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36804 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -4746639.000000 Penalty: 3142.168701
	Iteration 54Q: 3 clusters Score -4746639 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36812 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -4746640.000000 Penalty: 3142.168701
	Iteration 55Q: 3 clusters Score -4746640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36820 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -4746632.500000 Penalty: 3142.168701
	Iteration 56Q: 3 clusters Score -4746632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36829 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -4746637.000000 Penalty: 3142.168701
	Iteration 57Q: 3 clusters Score -4746637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36837 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -4746631.000000 Penalty: 3142.168701
	Iteration 58Q: 3 clusters Score -4746631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36843 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -4746634.000000 Penalty: 3142.168701
	Iteration 59Q: 3 clusters Score -4746634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36845 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -4746629.000000 Penalty: 3142.168701
	Iteration 60F: 3 clusters Score -4746629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36847 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -4746634.500000 Penalty: 3142.168701
	Iteration 61Q: 3 clusters Score -4746634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36848 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -4746638.500000 Penalty: 3142.168701
	Iteration 62Q: 3 clusters Score -4746638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36849 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -4746636.000000 Penalty: 3142.168701
	Iteration 63Q: 3 clusters Score -4746636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36849 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -4746636.000000 Penalty: 3142.168701
	Iteration 64F: 3 clusters Score -4746636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Entering Unmasked Estep 
Score: -237012.046875 Penalty: 1145.196533
	Iteration 0F: 2 clusters Score -237012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -235077.140625 Penalty: 2290.393066
	Iteration 0F: 3 clusters Score -235077.1 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -235609.968750 Penalty: 2290.393066
	Iteration 1F: 3 clusters Score -235610 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -235774.109375 Penalty: 2290.393066
	Iteration 2F: 3 clusters Score -235774.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -235883.218750 Penalty: 2290.393066
	Iteration 3F: 3 clusters Score -235883.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -235939.312500 Penalty: 2290.393066
	Iteration 4Q: 3 clusters Score -235939.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -235969.375000 Penalty: 2290.393066
	Iteration 5Q: 3 clusters Score -235969.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -236000.281250 Penalty: 2290.393066
	Iteration 6Q: 3 clusters Score -236000.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -236016.375000 Penalty: 2290.393066
	Iteration 7Q: 3 clusters Score -236016.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -236033.187500 Penalty: 2290.393066
	Iteration 8Q: 3 clusters Score -236033.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -236056.640625 Penalty: 2290.393066
	Iteration 9Q: 3 clusters Score -236056.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -236072.390625 Penalty: 2290.393066
	Iteration 10Q: 3 clusters Score -236072.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -236080.046875 Penalty: 2290.393066
	Iteration 11Q: 3 clusters Score -236080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -236085.390625 Penalty: 2290.393066
	Iteration 12Q: 3 clusters Score -236085.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -236087.312500 Penalty: 2290.393066
	Iteration 13Q: 3 clusters Score -236087.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -236088.437500 Penalty: 2290.393066
	Iteration 14Q: 3 clusters Score -236088.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -236088.437500 Penalty: 2290.393066
	Iteration 15F: 3 clusters Score -236088.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Entering Unmasked Estep 
Score: -711923.812500 Penalty: 1284.725708
	Iteration 0F: 2 clusters Score -711923.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -707921.125000 Penalty: 2569.451416
	Iteration 0F: 3 clusters Score -707921.1 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -709109.062500 Penalty: 2569.451416
	Iteration 1F: 3 clusters Score -709109.1 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -709310.375000 Penalty: 2569.451416
	Iteration 2F: 3 clusters Score -709310.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -709442.437500 Penalty: 2569.451416
	Iteration 3Q: 3 clusters Score -709442.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -709531.625000 Penalty: 2569.451416
	Iteration 4Q: 3 clusters Score -709531.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -709589.812500 Penalty: 2569.451416
	Iteration 5Q: 3 clusters Score -709589.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -709638.375000 Penalty: 2569.451416
	Iteration 6Q: 3 clusters Score -709638.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -709687.937500 Penalty: 2569.451416
	Iteration 7Q: 3 clusters Score -709687.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -709720.437500 Penalty: 2569.451416
	Iteration 8Q: 3 clusters Score -709720.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -709754.250000 Penalty: 2569.451416
	Iteration 9Q: 3 clusters Score -709754.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -709782.875000 Penalty: 2569.451416
	Iteration 10Q: 3 clusters Score -709782.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -709808.625000 Penalty: 2569.451416
	Iteration 11Q: 3 clusters Score -709808.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -709834.812500 Penalty: 2569.451416
	Iteration 12Q: 3 clusters Score -709834.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -709860.500000 Penalty: 2569.451416
	Iteration 13Q: 3 clusters Score -709860.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -709888.562500 Penalty: 2569.451416
	Iteration 14Q: 3 clusters Score -709888.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -709912.125000 Penalty: 2569.451416
	Iteration 15Q: 3 clusters Score -709912.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -709931.000000 Penalty: 2569.451416
	Iteration 16Q: 3 clusters Score -709931 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -709951.187500 Penalty: 2569.451416
	Iteration 17Q: 3 clusters Score -709951.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -709972.000000 Penalty: 2569.451416
	Iteration 18Q: 3 clusters Score -709972 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -709998.687500 Penalty: 2569.451416
	Iteration 19Q: 3 clusters Score -709998.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -710040.250000 Penalty: 2569.451416
	Iteration 20F: 3 clusters Score -710040.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -710077.312500 Penalty: 2569.451416
	Iteration 21Q: 3 clusters Score -710077.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -710112.812500 Penalty: 2569.451416
	Iteration 22Q: 3 clusters Score -710112.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -710148.500000 Penalty: 2569.451416
	Iteration 23Q: 3 clusters Score -710148.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -710189.937500 Penalty: 2569.451416
	Iteration 24Q: 3 clusters Score -710189.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -710238.250000 Penalty: 2569.451416
	Iteration 25Q: 3 clusters Score -710238.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -710276.500000 Penalty: 2569.451416
	Iteration 26Q: 3 clusters Score -710276.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -710306.125000 Penalty: 2569.451416
	Iteration 27Q: 3 clusters Score -710306.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -710324.312500 Penalty: 2569.451416
	Iteration 28Q: 3 clusters Score -710324.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -710341.687500 Penalty: 2569.451416
	Iteration 29Q: 3 clusters Score -710341.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -710367.187500 Penalty: 2569.451416
	Iteration 30Q: 3 clusters Score -710367.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -710392.250000 Penalty: 2569.451416
	Iteration 31Q: 3 clusters Score -710392.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -710418.937500 Penalty: 2569.451416
	Iteration 32Q: 3 clusters Score -710418.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -710441.000000 Penalty: 2569.451416
	Iteration 33Q: 3 clusters Score -710441 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -710456.500000 Penalty: 2569.451416
	Iteration 34Q: 3 clusters Score -710456.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -710474.437500 Penalty: 2569.451416
	Iteration 35Q: 3 clusters Score -710474.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -710494.562500 Penalty: 2569.451416
	Iteration 36Q: 3 clusters Score -710494.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -710514.312500 Penalty: 2569.451416
	Iteration 37Q: 3 clusters Score -710514.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -710540.000000 Penalty: 2569.451416
	Iteration 38Q: 3 clusters Score -710540 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -710564.937500 Penalty: 2569.451416
	Iteration 39Q: 3 clusters Score -710564.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -710581.875000 Penalty: 2569.451416
	Iteration 40F: 3 clusters Score -710581.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -710603.312500 Penalty: 2569.451416
	Iteration 41Q: 3 clusters Score -710603.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -710629.250000 Penalty: 2569.451416
	Iteration 42Q: 3 clusters Score -710629.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -710649.500000 Penalty: 2569.451416
	Iteration 43Q: 3 clusters Score -710649.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -710667.687500 Penalty: 2569.451416
	Iteration 44Q: 3 clusters Score -710667.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -710678.687500 Penalty: 2569.451416
	Iteration 45Q: 3 clusters Score -710678.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -710695.437500 Penalty: 2569.451416
	Iteration 46Q: 3 clusters Score -710695.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -710711.750000 Penalty: 2569.451416
	Iteration 47Q: 3 clusters Score -710711.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -710731.500000 Penalty: 2569.451416
	Iteration 48Q: 3 clusters Score -710731.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -710741.500000 Penalty: 2569.451416
	Iteration 49Q: 3 clusters Score -710741.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -710754.500000 Penalty: 2569.451416
	Iteration 50Q: 3 clusters Score -710754.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -710763.687500 Penalty: 2569.451416
	Iteration 51Q: 3 clusters Score -710763.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -710770.750000 Penalty: 2569.451416
	Iteration 52Q: 3 clusters Score -710770.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -710778.687500 Penalty: 2569.451416
	Iteration 53Q: 3 clusters Score -710778.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -710785.125000 Penalty: 2569.451416
	Iteration 54Q: 3 clusters Score -710785.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -710792.687500 Penalty: 2569.451416
	Iteration 55Q: 3 clusters Score -710792.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -710798.375000 Penalty: 2569.451416
	Iteration 56Q: 3 clusters Score -710798.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -710808.875000 Penalty: 2569.451416
	Iteration 57Q: 3 clusters Score -710808.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -710816.625000 Penalty: 2569.451416
	Iteration 58Q: 3 clusters Score -710816.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -710821.062500 Penalty: 2569.451416
	Iteration 59Q: 3 clusters Score -710821.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -710822.187500 Penalty: 2569.451416
	Iteration 60F: 3 clusters Score -710822.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -710824.375000 Penalty: 2569.451416
	Iteration 61Q: 3 clusters Score -710824.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -710825.500000 Penalty: 2569.451416
	Iteration 62Q: 3 clusters Score -710825.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -710825.500000 Penalty: 2569.451416
	Iteration 63F: 3 clusters Score -710825.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (65921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65921 members 
Entering Unmasked Estep 
Score: -8221000.000000 Penalty: 1651.116455
	Iteration 0F: 2 clusters Score -8221000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32970 members 
Mstep: Class 2 contains 32951 members 
Entering Unmasked Estep 
Score: -8180305.000000 Penalty: 3302.232910
	Iteration 0F: 3 clusters Score -8180305 nChanged 30494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32818 members 
Mstep: Class 2 contains 33103 members 
Entering Unmasked Estep 
Score: -8197413.500000 Penalty: 3302.232910
	Iteration 1F: 3 clusters Score -8197414 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32687 members 
Mstep: Class 2 contains 33234 members 
Entering Unmasked Estep 
Score: -8198008.000000 Penalty: 3302.232910
	Iteration 2Q: 3 clusters Score -8198008 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32496 members 
Mstep: Class 2 contains 33425 members 
Entering Unmasked Estep 
Score: -8198505.500000 Penalty: 3302.232910
	Iteration 3Q: 3 clusters Score -8198506 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32240 members 
Mstep: Class 2 contains 33681 members 
Entering Unmasked Estep 
Score: -8198958.500000 Penalty: 3302.232910
	Iteration 4Q: 3 clusters Score -8198958 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31876 members 
Mstep: Class 2 contains 34045 members 
Entering Unmasked Estep 
Score: -8199451.000000 Penalty: 3302.232910
	Iteration 5Q: 3 clusters Score -8199451 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31376 members 
Mstep: Class 2 contains 34545 members 
Entering Unmasked Estep 
Score: -8199950.500000 Penalty: 3302.232910
	Iteration 6Q: 3 clusters Score -8199950 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30741 members 
Mstep: Class 2 contains 35180 members 
Entering Unmasked Estep 
Score: -8200403.500000 Penalty: 3302.232910
	Iteration 7Q: 3 clusters Score -8200404 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29962 members 
Mstep: Class 2 contains 35959 members 
Entering Unmasked Estep 
Score: -8200894.000000 Penalty: 3302.232910
	Iteration 8Q: 3 clusters Score -8200894 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28986 members 
Mstep: Class 2 contains 36935 members 
Entering Unmasked Estep 
Score: -8201418.500000 Penalty: 3302.232910
	Iteration 9Q: 3 clusters Score -8201418 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27772 members 
Mstep: Class 2 contains 38149 members 
Entering Unmasked Estep 
Score: -8202143.500000 Penalty: 3302.232910
	Iteration 10Q: 3 clusters Score -8202144 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26269 members 
Mstep: Class 2 contains 39652 members 
Entering Unmasked Estep 
Score: -8202941.000000 Penalty: 3302.232910
	Iteration 11Q: 3 clusters Score -8202941 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24460 members 
Mstep: Class 2 contains 41461 members 
Entering Unmasked Estep 
Score: -8203881.000000 Penalty: 3302.232910
	Iteration 12Q: 3 clusters Score -8203881 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22352 members 
Mstep: Class 2 contains 43569 members 
Entering Unmasked Estep 
Score: -8205016.500000 Penalty: 3302.232910
	Iteration 13Q: 3 clusters Score -8205016 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 45949 members 
Entering Unmasked Estep 
Score: -8206337.000000 Penalty: 3302.232910
	Iteration 14Q: 3 clusters Score -8206337 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 48425 members 
Entering Unmasked Estep 
Score: -8207923.000000 Penalty: 3302.232910
	Iteration 15Q: 3 clusters Score -8207923 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 50839 members 
Entering Unmasked Estep 
Score: -8209640.000000 Penalty: 3302.232910
	Iteration 16Q: 3 clusters Score -8209640 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 52963 members 
Entering Unmasked Estep 
Score: -8211398.500000 Penalty: 3302.232910
	Iteration 17Q: 3 clusters Score -8211398 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 54631 members 
Entering Unmasked Estep 
Score: -8213117.000000 Penalty: 3302.232910
	Iteration 18Q: 3 clusters Score -8213117 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 55778 members 
Entering Unmasked Estep 
Score: -8214437.000000 Penalty: 3302.232910
	Iteration 19Q: 3 clusters Score -8214437 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 56546 members 
Entering Unmasked Estep 
Score: -8215438.500000 Penalty: 3302.232910
	Iteration 20F: 3 clusters Score -8215438 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 57164 members 
Entering Unmasked Estep 
Score: -8216064.500000 Penalty: 3302.232910
	Iteration 21Q: 3 clusters Score -8216064 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 57745 members 
Entering Unmasked Estep 
Score: -8216549.000000 Penalty: 3302.232910
	Iteration 22Q: 3 clusters Score -8216549 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 58401 members 
Entering Unmasked Estep 
Score: -8216972.500000 Penalty: 3302.232910
	Iteration 23Q: 3 clusters Score -8216972 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 59066 members 
Entering Unmasked Estep 
Score: -8217379.000000 Penalty: 3302.232910
	Iteration 24Q: 3 clusters Score -8217379 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 59737 members 
Entering Unmasked Estep 
Score: -8217687.500000 Penalty: 3302.232910
	Iteration 25Q: 3 clusters Score -8217688 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 60379 members 
Entering Unmasked Estep 
Score: -8217992.000000 Penalty: 3302.232910
	Iteration 26Q: 3 clusters Score -8217992 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 60970 members 
Entering Unmasked Estep 
Score: -8218240.000000 Penalty: 3302.232910
	Iteration 27Q: 3 clusters Score -8218240 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 61484 members 
Entering Unmasked Estep 
Score: -8218435.000000 Penalty: 3302.232910
	Iteration 28Q: 3 clusters Score -8218435 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 61937 members 
Entering Unmasked Estep 
Score: -8218627.500000 Penalty: 3302.232910
	Iteration 29Q: 3 clusters Score -8218628 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 62344 members 
Entering Unmasked Estep 
Score: -8218773.000000 Penalty: 3302.232910
	Iteration 30Q: 3 clusters Score -8218773 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 62696 members 
Entering Unmasked Estep 
Score: -8218888.000000 Penalty: 3302.232910
	Iteration 31Q: 3 clusters Score -8218888 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 63016 members 
Entering Unmasked Estep 
Score: -8219043.500000 Penalty: 3302.232910
	Iteration 32Q: 3 clusters Score -8219044 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 63286 members 
Entering Unmasked Estep 
Score: -8219166.000000 Penalty: 3302.232910
	Iteration 33Q: 3 clusters Score -8219166 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 63533 members 
Entering Unmasked Estep 
Score: -8219277.000000 Penalty: 3302.232910
	Iteration 34Q: 3 clusters Score -8219277 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 63735 members 
Entering Unmasked Estep 
Score: -8219352.000000 Penalty: 3302.232910
	Iteration 35Q: 3 clusters Score -8219352 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 63888 members 
Entering Unmasked Estep 
Score: -8219393.500000 Penalty: 3302.232910
	Iteration 36Q: 3 clusters Score -8219394 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 64016 members 
Entering Unmasked Estep 
Score: -8219444.500000 Penalty: 3302.232910
	Iteration 37Q: 3 clusters Score -8219444 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 64118 members 
Entering Unmasked Estep 
Score: -8219462.000000 Penalty: 3302.232910
	Iteration 38Q: 3 clusters Score -8219462 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 64217 members 
Entering Unmasked Estep 
Score: -8219495.500000 Penalty: 3302.232910
	Iteration 39Q: 3 clusters Score -8219496 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 64298 members 
Entering Unmasked Estep 
Score: -8219535.500000 Penalty: 3302.232910
	Iteration 40F: 3 clusters Score -8219536 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 64356 members 
Entering Unmasked Estep 
Score: -8219565.500000 Penalty: 3302.232910
	Iteration 41Q: 3 clusters Score -8219566 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 64414 members 
Entering Unmasked Estep 
Score: -8219595.500000 Penalty: 3302.232910
	Iteration 42Q: 3 clusters Score -8219596 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 64455 members 
Entering Unmasked Estep 
Score: -8219610.500000 Penalty: 3302.232910
	Iteration 43Q: 3 clusters Score -8219610 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 64494 members 
Entering Unmasked Estep 
Score: -8219630.500000 Penalty: 3302.232910
	Iteration 44Q: 3 clusters Score -8219630 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 64533 members 
Entering Unmasked Estep 
Score: -8219645.000000 Penalty: 3302.232910
	Iteration 45Q: 3 clusters Score -8219645 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 64565 members 
Entering Unmasked Estep 
Score: -8219676.000000 Penalty: 3302.232910
	Iteration 46Q: 3 clusters Score -8219676 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 64589 members 
Entering Unmasked Estep 
Score: -8219692.000000 Penalty: 3302.232910
	Iteration 47Q: 3 clusters Score -8219692 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 64626 members 
Entering Unmasked Estep 
Score: -8219704.500000 Penalty: 3302.232910
	Iteration 48Q: 3 clusters Score -8219704 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 64660 members 
Entering Unmasked Estep 
Score: -8219722.500000 Penalty: 3302.232910
	Iteration 49Q: 3 clusters Score -8219722 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 64697 members 
Entering Unmasked Estep 
Score: -8219748.000000 Penalty: 3302.232910
	Iteration 50Q: 3 clusters Score -8219748 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 64737 members 
Entering Unmasked Estep 
Score: -8219772.500000 Penalty: 3302.232910
	Iteration 51Q: 3 clusters Score -8219772 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 64764 members 
Entering Unmasked Estep 
Score: -8219791.000000 Penalty: 3302.232910
	Iteration 52Q: 3 clusters Score -8219791 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 64786 members 
Entering Unmasked Estep 
Score: -8219797.000000 Penalty: 3302.232910
	Iteration 53Q: 3 clusters Score -8219797 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 64809 members 
Entering Unmasked Estep 
Score: -8219810.000000 Penalty: 3302.232910
	Iteration 54Q: 3 clusters Score -8219810 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 64834 members 
Entering Unmasked Estep 
Score: -8219823.500000 Penalty: 3302.232910
	Iteration 55Q: 3 clusters Score -8219824 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 64843 members 
Entering Unmasked Estep 
Score: -8219824.500000 Penalty: 3302.232910
	Iteration 56Q: 3 clusters Score -8219824 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 64854 members 
Entering Unmasked Estep 
Score: -8219834.000000 Penalty: 3302.232910
	Iteration 57Q: 3 clusters Score -8219834 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 64870 members 
Entering Unmasked Estep 
Score: -8219839.500000 Penalty: 3302.232910
	Iteration 58Q: 3 clusters Score -8219840 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 64883 members 
Entering Unmasked Estep 
Score: -8219847.500000 Penalty: 3302.232910
	Iteration 59Q: 3 clusters Score -8219848 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 64896 members 
Entering Unmasked Estep 
Score: -8219863.000000 Penalty: 3302.232910
	Iteration 60F: 3 clusters Score -8219863 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 64905 members 
Entering Unmasked Estep 
Score: -8219864.000000 Penalty: 3302.232910
	Iteration 61Q: 3 clusters Score -8219864 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 64916 members 
Entering Unmasked Estep 
Score: -8219867.000000 Penalty: 3302.232910
	Iteration 62Q: 3 clusters Score -8219867 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 64927 members 
Entering Unmasked Estep 
Score: -8219865.000000 Penalty: 3302.232910
	Iteration 63Q: 3 clusters Score -8219865 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 64938 members 
Entering Unmasked Estep 
Score: -8219881.000000 Penalty: 3302.232910
	Iteration 64Q: 3 clusters Score -8219881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 64945 members 
Entering Unmasked Estep 
Score: -8219883.000000 Penalty: 3302.232910
	Iteration 65Q: 3 clusters Score -8219883 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 64953 members 
Entering Unmasked Estep 
Score: -8219877.000000 Penalty: 3302.232910
	Iteration 66Q: 3 clusters Score -8219877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 64956 members 
Entering Unmasked Estep 
Score: -8219885.000000 Penalty: 3302.232910
	Iteration 67Q: 3 clusters Score -8219885 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 64964 members 
Entering Unmasked Estep 
Score: -8219877.500000 Penalty: 3302.232910
	Iteration 68Q: 3 clusters Score -8219878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 64966 members 
Entering Unmasked Estep 
Score: -8219882.500000 Penalty: 3302.232910
	Iteration 69Q: 3 clusters Score -8219882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 64967 members 
Entering Unmasked Estep 
Score: -8219878.000000 Penalty: 3302.232910
	Iteration 70Q: 3 clusters Score -8219878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 64969 members 
Entering Unmasked Estep 
Score: -8219883.500000 Penalty: 3302.232910
	Iteration 71Q: 3 clusters Score -8219884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 64971 members 
Entering Unmasked Estep 
Score: -8219890.000000 Penalty: 3302.232910
	Iteration 72Q: 3 clusters Score -8219890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 64973 members 
Entering Unmasked Estep 
Score: -8219887.000000 Penalty: 3302.232910
	Iteration 73Q: 3 clusters Score -8219887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 64973 members 
Entering Unmasked Estep 
Score: -8219887.000000 Penalty: 3302.232910
	Iteration 74F: 3 clusters Score -8219887 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Entering Unmasked Estep 
Score: -1263145.000000 Penalty: 1376.449097
	Iteration 0F: 2 clusters Score -1263145 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1256180.875000 Penalty: 2752.898193
	Iteration 0F: 3 clusters Score -1256181 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1258448.500000 Penalty: 2752.898193
	Iteration 1F: 3 clusters Score -1258448 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1258805.875000 Penalty: 2752.898193
	Iteration 2F: 3 clusters Score -1258806 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1259087.625000 Penalty: 2752.898193
	Iteration 3F: 3 clusters Score -1259088 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1259376.500000 Penalty: 2752.898193
	Iteration 4F: 3 clusters Score -1259376 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1259677.750000 Penalty: 2752.898193
	Iteration 5Q: 3 clusters Score -1259678 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1260033.375000 Penalty: 2752.898193
	Iteration 6Q: 3 clusters Score -1260033 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1260417.375000 Penalty: 2752.898193
	Iteration 7Q: 3 clusters Score -1260417 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1260805.125000 Penalty: 2752.898193
	Iteration 8Q: 3 clusters Score -1260805 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1261133.750000 Penalty: 2752.898193
	Iteration 9Q: 3 clusters Score -1261134 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1261415.750000 Penalty: 2752.898193
	Iteration 10Q: 3 clusters Score -1261416 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1261644.625000 Penalty: 2752.898193
	Iteration 11Q: 3 clusters Score -1261645 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -1261826.625000 Penalty: 2752.898193
	Iteration 12Q: 3 clusters Score -1261827 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1261957.000000 Penalty: 2752.898193
	Iteration 13Q: 3 clusters Score -1261957 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1262049.000000 Penalty: 2752.898193
	Iteration 14Q: 3 clusters Score -1262049 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1262123.250000 Penalty: 2752.898193
	Iteration 15Q: 3 clusters Score -1262123 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1262180.000000 Penalty: 2752.898193
	Iteration 16Q: 3 clusters Score -1262180 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1262211.125000 Penalty: 2752.898193
	Iteration 17Q: 3 clusters Score -1262211 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1262233.250000 Penalty: 2752.898193
	Iteration 18Q: 3 clusters Score -1262233 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1262242.875000 Penalty: 2752.898193
	Iteration 19Q: 3 clusters Score -1262243 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -1262251.125000 Penalty: 2752.898193
	Iteration 20F: 3 clusters Score -1262251 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1262254.500000 Penalty: 2752.898193
	Iteration 21Q: 3 clusters Score -1262254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1262256.875000 Penalty: 2752.898193
	Iteration 22Q: 3 clusters Score -1262257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1262261.000000 Penalty: 2752.898193
	Iteration 23Q: 3 clusters Score -1262261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1262261.625000 Penalty: 2752.898193
	Iteration 24Q: 3 clusters Score -1262262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -1262262.250000 Penalty: 2752.898193
	Iteration 25Q: 3 clusters Score -1262262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1262264.250000 Penalty: 2752.898193
	Iteration 26Q: 3 clusters Score -1262264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1262266.125000 Penalty: 2752.898193
	Iteration 27Q: 3 clusters Score -1262266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -1262262.750000 Penalty: 2752.898193
	Iteration 28Q: 3 clusters Score -1262263 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -1262262.750000 Penalty: 2752.898193
	Iteration 29F: 3 clusters Score -1262263 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Entering Unmasked Estep 
Score: -1481152.250000 Penalty: 1394.975708
	Iteration 0F: 2 clusters Score -1481152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1473264.000000 Penalty: 2789.951416
	Iteration 0F: 3 clusters Score -1473264 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1475835.875000 Penalty: 2789.951416
	Iteration 1F: 3 clusters Score -1475836 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1476113.875000 Penalty: 2789.951416
	Iteration 2F: 3 clusters Score -1476114 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1476311.250000 Penalty: 2789.951416
	Iteration 3Q: 3 clusters Score -1476311 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1476494.875000 Penalty: 2789.951416
	Iteration 4Q: 3 clusters Score -1476495 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1476639.375000 Penalty: 2789.951416
	Iteration 5Q: 3 clusters Score -1476639 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1476752.625000 Penalty: 2789.951416
	Iteration 6Q: 3 clusters Score -1476753 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1476848.875000 Penalty: 2789.951416
	Iteration 7Q: 3 clusters Score -1476849 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1476949.125000 Penalty: 2789.951416
	Iteration 8Q: 3 clusters Score -1476949 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1477073.625000 Penalty: 2789.951416
	Iteration 9Q: 3 clusters Score -1477074 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1477192.125000 Penalty: 2789.951416
	Iteration 10Q: 3 clusters Score -1477192 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1477327.125000 Penalty: 2789.951416
	Iteration 11Q: 3 clusters Score -1477327 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1477512.875000 Penalty: 2789.951416
	Iteration 12Q: 3 clusters Score -1477513 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1477760.750000 Penalty: 2789.951416
	Iteration 13Q: 3 clusters Score -1477761 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1478060.625000 Penalty: 2789.951416
	Iteration 14Q: 3 clusters Score -1478061 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1478432.500000 Penalty: 2789.951416
	Iteration 15Q: 3 clusters Score -1478432 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1478780.875000 Penalty: 2789.951416
	Iteration 16Q: 3 clusters Score -1478781 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1479118.250000 Penalty: 2789.951416
	Iteration 17Q: 3 clusters Score -1479118 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1479403.250000 Penalty: 2789.951416
	Iteration 18Q: 3 clusters Score -1479403 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1479605.125000 Penalty: 2789.951416
	Iteration 19Q: 3 clusters Score -1479605 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1479757.875000 Penalty: 2789.951416
	Iteration 20F: 3 clusters Score -1479758 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1479843.875000 Penalty: 2789.951416
	Iteration 21Q: 3 clusters Score -1479844 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1479891.500000 Penalty: 2789.951416
	Iteration 22Q: 3 clusters Score -1479892 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1479942.375000 Penalty: 2789.951416
	Iteration 23Q: 3 clusters Score -1479942 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1479961.250000 Penalty: 2789.951416
	Iteration 24Q: 3 clusters Score -1479961 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1479979.625000 Penalty: 2789.951416
	Iteration 25Q: 3 clusters Score -1479980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1479995.000000 Penalty: 2789.951416
	Iteration 26Q: 3 clusters Score -1479995 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1480005.000000 Penalty: 2789.951416
	Iteration 27Q: 3 clusters Score -1480005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1480013.000000 Penalty: 2789.951416
	Iteration 28Q: 3 clusters Score -1480013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1480015.375000 Penalty: 2789.951416
	Iteration 29Q: 3 clusters Score -1480015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1480019.625000 Penalty: 2789.951416
	Iteration 30Q: 3 clusters Score -1480020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1480021.875000 Penalty: 2789.951416
	Iteration 31Q: 3 clusters Score -1480022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1480021.875000 Penalty: 2789.951416
	Iteration 32F: 3 clusters Score -1480022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Entering Unmasked Estep 
Score: -451120.375000 Penalty: 1229.737305
	Iteration 0F: 2 clusters Score -451120.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -448159.187500 Penalty: 2459.474609
	Iteration 0F: 3 clusters Score -448159.2 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -449092.906250 Penalty: 2459.474609
	Iteration 1F: 3 clusters Score -449092.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -449302.500000 Penalty: 2459.474609
	Iteration 2F: 3 clusters Score -449302.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -449417.875000 Penalty: 2459.474609
	Iteration 3Q: 3 clusters Score -449417.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -449503.250000 Penalty: 2459.474609
	Iteration 4Q: 3 clusters Score -449503.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -449579.875000 Penalty: 2459.474609
	Iteration 5Q: 3 clusters Score -449579.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -449643.062500 Penalty: 2459.474609
	Iteration 6Q: 3 clusters Score -449643.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -449697.750000 Penalty: 2459.474609
	Iteration 7Q: 3 clusters Score -449697.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -449752.687500 Penalty: 2459.474609
	Iteration 8Q: 3 clusters Score -449752.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -449818.500000 Penalty: 2459.474609
	Iteration 9Q: 3 clusters Score -449818.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -449889.843750 Penalty: 2459.474609
	Iteration 10Q: 3 clusters Score -449889.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -449973.156250 Penalty: 2459.474609
	Iteration 11Q: 3 clusters Score -449973.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -450041.812500 Penalty: 2459.474609
	Iteration 12Q: 3 clusters Score -450041.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -450096.343750 Penalty: 2459.474609
	Iteration 13Q: 3 clusters Score -450096.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -450150.468750 Penalty: 2459.474609
	Iteration 14Q: 3 clusters Score -450150.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -450201.312500 Penalty: 2459.474609
	Iteration 15Q: 3 clusters Score -450201.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -450245.156250 Penalty: 2459.474609
	Iteration 16Q: 3 clusters Score -450245.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -450279.343750 Penalty: 2459.474609
	Iteration 17Q: 3 clusters Score -450279.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -450307.843750 Penalty: 2459.474609
	Iteration 18Q: 3 clusters Score -450307.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -450332.406250 Penalty: 2459.474609
	Iteration 19Q: 3 clusters Score -450332.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -450361.062500 Penalty: 2459.474609
	Iteration 20F: 3 clusters Score -450361.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -450380.093750 Penalty: 2459.474609
	Iteration 21Q: 3 clusters Score -450380.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -450391.781250 Penalty: 2459.474609
	Iteration 22Q: 3 clusters Score -450391.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -450400.718750 Penalty: 2459.474609
	Iteration 23Q: 3 clusters Score -450400.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -450414.062500 Penalty: 2459.474609
	Iteration 24Q: 3 clusters Score -450414.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -450425.218750 Penalty: 2459.474609
	Iteration 25Q: 3 clusters Score -450425.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -450432.843750 Penalty: 2459.474609
	Iteration 26Q: 3 clusters Score -450432.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -450441.593750 Penalty: 2459.474609
	Iteration 27Q: 3 clusters Score -450441.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -450451.750000 Penalty: 2459.474609
	Iteration 28Q: 3 clusters Score -450451.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -450463.062500 Penalty: 2459.474609
	Iteration 29Q: 3 clusters Score -450463.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -450478.031250 Penalty: 2459.474609
	Iteration 30Q: 3 clusters Score -450478 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -450489.375000 Penalty: 2459.474609
	Iteration 31Q: 3 clusters Score -450489.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -450500.343750 Penalty: 2459.474609
	Iteration 32Q: 3 clusters Score -450500.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -450507.937500 Penalty: 2459.474609
	Iteration 33Q: 3 clusters Score -450507.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -450513.843750 Penalty: 2459.474609
	Iteration 34Q: 3 clusters Score -450513.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -450516.656250 Penalty: 2459.474609
	Iteration 35Q: 3 clusters Score -450516.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -450518.812500 Penalty: 2459.474609
	Iteration 36Q: 3 clusters Score -450518.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -450519.343750 Penalty: 2459.474609
	Iteration 37Q: 3 clusters Score -450519.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -450520.593750 Penalty: 2459.474609
	Iteration 38Q: 3 clusters Score -450520.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -450521.375000 Penalty: 2459.474609
	Iteration 39Q: 3 clusters Score -450521.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -450521.718750 Penalty: 2459.474609
	Iteration 40F: 3 clusters Score -450521.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -450522.968750 Penalty: 2459.474609
	Iteration 41Q: 3 clusters Score -450523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -450524.843750 Penalty: 2459.474609
	Iteration 42Q: 3 clusters Score -450524.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -450527.750000 Penalty: 2459.474609
	Iteration 43Q: 3 clusters Score -450527.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -450530.187500 Penalty: 2459.474609
	Iteration 44Q: 3 clusters Score -450530.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -450533.375000 Penalty: 2459.474609
	Iteration 45Q: 3 clusters Score -450533.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -450535.218750 Penalty: 2459.474609
	Iteration 46Q: 3 clusters Score -450535.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -450535.812500 Penalty: 2459.474609
	Iteration 47Q: 3 clusters Score -450535.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -450538.562500 Penalty: 2459.474609
	Iteration 48Q: 3 clusters Score -450538.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -450539.250000 Penalty: 2459.474609
	Iteration 49Q: 3 clusters Score -450539.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -450542.218750 Penalty: 2459.474609
	Iteration 50Q: 3 clusters Score -450542.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -450544.468750 Penalty: 2459.474609
	Iteration 51Q: 3 clusters Score -450544.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -450547.375000 Penalty: 2459.474609
	Iteration 52Q: 3 clusters Score -450547.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -450550.093750 Penalty: 2459.474609
	Iteration 53Q: 3 clusters Score -450550.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -450554.937500 Penalty: 2459.474609
	Iteration 54Q: 3 clusters Score -450554.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -450558.468750 Penalty: 2459.474609
	Iteration 55Q: 3 clusters Score -450558.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -450561.687500 Penalty: 2459.474609
	Iteration 56Q: 3 clusters Score -450561.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -450566.437500 Penalty: 2459.474609
	Iteration 57Q: 3 clusters Score -450566.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -450568.156250 Penalty: 2459.474609
	Iteration 58Q: 3 clusters Score -450568.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -450571.500000 Penalty: 2459.474609
	Iteration 59Q: 3 clusters Score -450571.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -450571.093750 Penalty: 2459.474609
	Iteration 60F: 3 clusters Score -450571.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (27061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27061 members 
Entering Unmasked Estep 
Score: -3165301.250000 Penalty: 1518.630371
	Iteration 0F: 2 clusters Score -3165301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -3147669.750000 Penalty: 3037.260742
	Iteration 0F: 3 clusters Score -3147670 nChanged 12049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -3154193.000000 Penalty: 3037.260742
	Iteration 1F: 3 clusters Score -3154193 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -3154735.500000 Penalty: 3037.260742
	Iteration 2F: 3 clusters Score -3154736 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -3155355.500000 Penalty: 3037.260742
	Iteration 3F: 3 clusters Score -3155356 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -3156069.000000 Penalty: 3037.260742
	Iteration 4Q: 3 clusters Score -3156069 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -3157067.500000 Penalty: 3037.260742
	Iteration 5F: 3 clusters Score -3157068 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -3158409.250000 Penalty: 3037.260742
	Iteration 6F: 3 clusters Score -3158409 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 21226 members 
Entering Unmasked Estep 
Score: -3160086.000000 Penalty: 3037.260742
	Iteration 7F: 3 clusters Score -3160086 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 22805 members 
Entering Unmasked Estep 
Score: -3161666.250000 Penalty: 3037.260742
	Iteration 8F: 3 clusters Score -3161666 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 24064 members 
Entering Unmasked Estep 
Score: -3162948.250000 Penalty: 3037.260742
	Iteration 9F: 3 clusters Score -3162948 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 24901 members 
Entering Unmasked Estep 
Score: -3163765.500000 Penalty: 3037.260742
	Iteration 10Q: 3 clusters Score -3163766 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 25386 members 
Entering Unmasked Estep 
Score: -3164214.750000 Penalty: 3037.260742
	Iteration 11Q: 3 clusters Score -3164215 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 25648 members 
Entering Unmasked Estep 
Score: -3164429.500000 Penalty: 3037.260742
	Iteration 12Q: 3 clusters Score -3164430 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 25811 members 
Entering Unmasked Estep 
Score: -3164562.250000 Penalty: 3037.260742
	Iteration 13Q: 3 clusters Score -3164562 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 25909 members 
Entering Unmasked Estep 
Score: -3164646.750000 Penalty: 3037.260742
	Iteration 14Q: 3 clusters Score -3164647 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 25978 members 
Entering Unmasked Estep 
Score: -3164688.500000 Penalty: 3037.260742
	Iteration 15Q: 3 clusters Score -3164688 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 26032 members 
Entering Unmasked Estep 
Score: -3164716.500000 Penalty: 3037.260742
	Iteration 16Q: 3 clusters Score -3164716 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 26065 members 
Entering Unmasked Estep 
Score: -3164749.000000 Penalty: 3037.260742
	Iteration 17Q: 3 clusters Score -3164749 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 26087 members 
Entering Unmasked Estep 
Score: -3164771.000000 Penalty: 3037.260742
	Iteration 18Q: 3 clusters Score -3164771 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 26100 members 
Entering Unmasked Estep 
Score: -3164793.250000 Penalty: 3037.260742
	Iteration 19Q: 3 clusters Score -3164793 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 26114 members 
Entering Unmasked Estep 
Score: -3164810.750000 Penalty: 3037.260742
	Iteration 20F: 3 clusters Score -3164811 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 26124 members 
Entering Unmasked Estep 
Score: -3164856.250000 Penalty: 3037.260742
	Iteration 21Q: 3 clusters Score -3164856 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 26142 members 
Entering Unmasked Estep 
Score: -3164884.250000 Penalty: 3037.260742
	Iteration 22Q: 3 clusters Score -3164884 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 26146 members 
Entering Unmasked Estep 
Score: -3164901.250000 Penalty: 3037.260742
	Iteration 23Q: 3 clusters Score -3164901 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 26142 members 
Entering Unmasked Estep 
Score: -3164914.750000 Penalty: 3037.260742
	Iteration 24Q: 3 clusters Score -3164915 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 26135 members 
Entering Unmasked Estep 
Score: -3164919.500000 Penalty: 3037.260742
	Iteration 25Q: 3 clusters Score -3164920 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 26134 members 
Entering Unmasked Estep 
Score: -3164922.250000 Penalty: 3037.260742
	Iteration 26Q: 3 clusters Score -3164922 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 26127 members 
Entering Unmasked Estep 
Score: -3164931.250000 Penalty: 3037.260742
	Iteration 27Q: 3 clusters Score -3164931 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 26124 members 
Entering Unmasked Estep 
Score: -3164937.250000 Penalty: 3037.260742
	Iteration 28Q: 3 clusters Score -3164937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 26126 members 
Entering Unmasked Estep 
Score: -3164938.000000 Penalty: 3037.260742
	Iteration 29Q: 3 clusters Score -3164938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 26125 members 
Entering Unmasked Estep 
Score: -3164942.000000 Penalty: 3037.260742
	Iteration 30Q: 3 clusters Score -3164942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 26123 members 
Entering Unmasked Estep 
Score: -3164941.000000 Penalty: 3037.260742
	Iteration 31Q: 3 clusters Score -3164941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 26121 members 
Entering Unmasked Estep 
Score: -3164941.750000 Penalty: 3037.260742
	Iteration 32Q: 3 clusters Score -3164942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 26121 members 
Entering Unmasked Estep 
Score: -3164941.750000 Penalty: 3037.260742
	Iteration 33F: 3 clusters Score -3164942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Entering Unmasked Estep 
Score: -1208894.625000 Penalty: 1369.003174
	Iteration 0F: 2 clusters Score -1208895 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1202175.500000 Penalty: 2738.006348
	Iteration 0F: 3 clusters Score -1202176 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1204282.500000 Penalty: 2738.006348
	Iteration 1F: 3 clusters Score -1204282 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1204566.125000 Penalty: 2738.006348
	Iteration 2F: 3 clusters Score -1204566 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1204756.125000 Penalty: 2738.006348
	Iteration 3Q: 3 clusters Score -1204756 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1204921.875000 Penalty: 2738.006348
	Iteration 4Q: 3 clusters Score -1204922 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1205052.750000 Penalty: 2738.006348
	Iteration 5Q: 3 clusters Score -1205053 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1205158.875000 Penalty: 2738.006348
	Iteration 6Q: 3 clusters Score -1205159 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1205258.250000 Penalty: 2738.006348
	Iteration 7Q: 3 clusters Score -1205258 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1205356.375000 Penalty: 2738.006348
	Iteration 8Q: 3 clusters Score -1205356 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1205446.625000 Penalty: 2738.006348
	Iteration 9Q: 3 clusters Score -1205447 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1205522.875000 Penalty: 2738.006348
	Iteration 10Q: 3 clusters Score -1205523 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1205612.375000 Penalty: 2738.006348
	Iteration 11Q: 3 clusters Score -1205612 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1205723.750000 Penalty: 2738.006348
	Iteration 12Q: 3 clusters Score -1205724 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1205846.500000 Penalty: 2738.006348
	Iteration 13Q: 3 clusters Score -1205846 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1205982.750000 Penalty: 2738.006348
	Iteration 14Q: 3 clusters Score -1205983 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1206116.750000 Penalty: 2738.006348
	Iteration 15Q: 3 clusters Score -1206117 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1206266.375000 Penalty: 2738.006348
	Iteration 16Q: 3 clusters Score -1206266 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1206396.625000 Penalty: 2738.006348
	Iteration 17Q: 3 clusters Score -1206397 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1206547.000000 Penalty: 2738.006348
	Iteration 18Q: 3 clusters Score -1206547 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1206696.625000 Penalty: 2738.006348
	Iteration 19Q: 3 clusters Score -1206697 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1206863.000000 Penalty: 2738.006348
	Iteration 20F: 3 clusters Score -1206863 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1207016.625000 Penalty: 2738.006348
	Iteration 21Q: 3 clusters Score -1207017 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1207163.250000 Penalty: 2738.006348
	Iteration 22Q: 3 clusters Score -1207163 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1207292.375000 Penalty: 2738.006348
	Iteration 23Q: 3 clusters Score -1207292 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1207416.375000 Penalty: 2738.006348
	Iteration 24Q: 3 clusters Score -1207416 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1207502.250000 Penalty: 2738.006348
	Iteration 25Q: 3 clusters Score -1207502 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1207566.000000 Penalty: 2738.006348
	Iteration 26Q: 3 clusters Score -1207566 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1207607.000000 Penalty: 2738.006348
	Iteration 27Q: 3 clusters Score -1207607 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1207636.875000 Penalty: 2738.006348
	Iteration 28Q: 3 clusters Score -1207637 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1207661.125000 Penalty: 2738.006348
	Iteration 29Q: 3 clusters Score -1207661 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1207682.375000 Penalty: 2738.006348
	Iteration 30Q: 3 clusters Score -1207682 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1207698.500000 Penalty: 2738.006348
	Iteration 31Q: 3 clusters Score -1207698 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1207710.250000 Penalty: 2738.006348
	Iteration 32Q: 3 clusters Score -1207710 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1207719.250000 Penalty: 2738.006348
	Iteration 33Q: 3 clusters Score -1207719 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1207728.000000 Penalty: 2738.006348
	Iteration 34Q: 3 clusters Score -1207728 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1207733.750000 Penalty: 2738.006348
	Iteration 35Q: 3 clusters Score -1207734 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1207736.750000 Penalty: 2738.006348
	Iteration 36Q: 3 clusters Score -1207737 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1207739.125000 Penalty: 2738.006348
	Iteration 37Q: 3 clusters Score -1207739 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1207748.375000 Penalty: 2738.006348
	Iteration 38Q: 3 clusters Score -1207748 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1207753.625000 Penalty: 2738.006348
	Iteration 39Q: 3 clusters Score -1207754 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1207756.000000 Penalty: 2738.006348
	Iteration 40F: 3 clusters Score -1207756 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1207764.250000 Penalty: 2738.006348
	Iteration 41Q: 3 clusters Score -1207764 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1207772.000000 Penalty: 2738.006348
	Iteration 42Q: 3 clusters Score -1207772 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1207778.000000 Penalty: 2738.006348
	Iteration 43Q: 3 clusters Score -1207778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1207774.375000 Penalty: 2738.006348
	Iteration 44Q: 3 clusters Score -1207774 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1207779.125000 Penalty: 2738.006348
	Iteration 45Q: 3 clusters Score -1207779 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1207784.375000 Penalty: 2738.006348
	Iteration 46Q: 3 clusters Score -1207784 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1207789.250000 Penalty: 2738.006348
	Iteration 47Q: 3 clusters Score -1207789 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1207798.625000 Penalty: 2738.006348
	Iteration 48Q: 3 clusters Score -1207799 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1207806.875000 Penalty: 2738.006348
	Iteration 49Q: 3 clusters Score -1207807 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1207814.375000 Penalty: 2738.006348
	Iteration 50Q: 3 clusters Score -1207814 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1207820.875000 Penalty: 2738.006348
	Iteration 51Q: 3 clusters Score -1207821 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1207825.625000 Penalty: 2738.006348
	Iteration 52Q: 3 clusters Score -1207826 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1207829.750000 Penalty: 2738.006348
	Iteration 53Q: 3 clusters Score -1207830 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1207837.000000 Penalty: 2738.006348
	Iteration 54Q: 3 clusters Score -1207837 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1207850.500000 Penalty: 2738.006348
	Iteration 55Q: 3 clusters Score -1207850 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1207855.125000 Penalty: 2738.006348
	Iteration 56Q: 3 clusters Score -1207855 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1207863.875000 Penalty: 2738.006348
	Iteration 57Q: 3 clusters Score -1207864 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1207873.875000 Penalty: 2738.006348
	Iteration 58Q: 3 clusters Score -1207874 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1207879.500000 Penalty: 2738.006348
	Iteration 59Q: 3 clusters Score -1207880 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1207889.000000 Penalty: 2738.006348
	Iteration 60F: 3 clusters Score -1207889 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1207896.875000 Penalty: 2738.006348
	Iteration 61Q: 3 clusters Score -1207897 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1207911.625000 Penalty: 2738.006348
	Iteration 62Q: 3 clusters Score -1207912 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1207921.000000 Penalty: 2738.006348
	Iteration 63Q: 3 clusters Score -1207921 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1207930.375000 Penalty: 2738.006348
	Iteration 64Q: 3 clusters Score -1207930 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1207935.000000 Penalty: 2738.006348
	Iteration 65Q: 3 clusters Score -1207935 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1207943.750000 Penalty: 2738.006348
	Iteration 66Q: 3 clusters Score -1207944 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1207947.625000 Penalty: 2738.006348
	Iteration 67Q: 3 clusters Score -1207948 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1207956.375000 Penalty: 2738.006348
	Iteration 68Q: 3 clusters Score -1207956 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1207958.250000 Penalty: 2738.006348
	Iteration 69Q: 3 clusters Score -1207958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1207962.125000 Penalty: 2738.006348
	Iteration 70Q: 3 clusters Score -1207962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1207966.250000 Penalty: 2738.006348
	Iteration 71Q: 3 clusters Score -1207966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1207966.625000 Penalty: 2738.006348
	Iteration 72Q: 3 clusters Score -1207967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1207965.500000 Penalty: 2738.006348
	Iteration 73Q: 3 clusters Score -1207966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1207965.375000 Penalty: 2738.006348
	Iteration 74Q: 3 clusters Score -1207965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1207966.750000 Penalty: 2738.006348
	Iteration 75Q: 3 clusters Score -1207967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1207967.250000 Penalty: 2738.006348
	Iteration 76Q: 3 clusters Score -1207967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1207966.500000 Penalty: 2738.006348
	Iteration 77Q: 3 clusters Score -1207966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1207969.250000 Penalty: 2738.006348
	Iteration 78Q: 3 clusters Score -1207969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1207970.500000 Penalty: 2738.006348
	Iteration 79Q: 3 clusters Score -1207970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1207973.000000 Penalty: 2738.006348
	Iteration 80F: 3 clusters Score -1207973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1207972.750000 Penalty: 2738.006348
	Iteration 81Q: 3 clusters Score -1207973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1207976.375000 Penalty: 2738.006348
	Iteration 82Q: 3 clusters Score -1207976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1207976.250000 Penalty: 2738.006348
	Iteration 83Q: 3 clusters Score -1207976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1207976.750000 Penalty: 2738.006348
	Iteration 84Q: 3 clusters Score -1207977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1207977.250000 Penalty: 2738.006348
	Iteration 85Q: 3 clusters Score -1207977 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1207977.250000 Penalty: 2738.006348
	Iteration 86F: 3 clusters Score -1207977 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -29724.246094 Penalty: 862.000427
	Iteration 0F: 2 clusters Score -29724.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -29016.574219 Penalty: 1724.000854
	Iteration 0F: 3 clusters Score -29016.57 nChanged 55
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: -29172.830078 Penalty: 1724.000854
	Iteration 1F: 3 clusters Score -29172.83 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -29253.562500 Penalty: 1724.000854
	Iteration 2Q: 3 clusters Score -29253.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -29298.240234 Penalty: 1724.000854
	Iteration 3Q: 3 clusters Score -29298.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -29298.240234 Penalty: 1724.000854
	Iteration 4F: 3 clusters Score -29298.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Entering Unmasked Estep 
Score: -662606.187500 Penalty: 1282.134521
	Iteration 0F: 2 clusters Score -662606.2 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 2792 members 
Entering Unmasked Estep 
Score: -658634.375000 Penalty: 2564.269043
	Iteration 0F: 3 clusters Score -658634.4 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -659881.250000 Penalty: 2564.269043
	Iteration 1F: 3 clusters Score -659881.2 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -660128.750000 Penalty: 2564.269043
	Iteration 2F: 3 clusters Score -660128.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -660285.625000 Penalty: 2564.269043
	Iteration 3F: 3 clusters Score -660285.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -660409.875000 Penalty: 2564.269043
	Iteration 4Q: 3 clusters Score -660409.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -660545.937500 Penalty: 2564.269043
	Iteration 5Q: 3 clusters Score -660545.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -660689.187500 Penalty: 2564.269043
	Iteration 6Q: 3 clusters Score -660689.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -660811.687500 Penalty: 2564.269043
	Iteration 7Q: 3 clusters Score -660811.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -660916.562500 Penalty: 2564.269043
	Iteration 8Q: 3 clusters Score -660916.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -661004.000000 Penalty: 2564.269043
	Iteration 9Q: 3 clusters Score -661004 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -661094.500000 Penalty: 2564.269043
	Iteration 10Q: 3 clusters Score -661094.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -661183.500000 Penalty: 2564.269043
	Iteration 11Q: 3 clusters Score -661183.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -661266.625000 Penalty: 2564.269043
	Iteration 12Q: 3 clusters Score -661266.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -661362.562500 Penalty: 2564.269043
	Iteration 13Q: 3 clusters Score -661362.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -661463.000000 Penalty: 2564.269043
	Iteration 14Q: 3 clusters Score -661463 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -661548.750000 Penalty: 2564.269043
	Iteration 15Q: 3 clusters Score -661548.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -661611.625000 Penalty: 2564.269043
	Iteration 16Q: 3 clusters Score -661611.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -661664.687500 Penalty: 2564.269043
	Iteration 17Q: 3 clusters Score -661664.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -661716.250000 Penalty: 2564.269043
	Iteration 18Q: 3 clusters Score -661716.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -661754.187500 Penalty: 2564.269043
	Iteration 19Q: 3 clusters Score -661754.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -661785.750000 Penalty: 2564.269043
	Iteration 20F: 3 clusters Score -661785.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -661809.937500 Penalty: 2564.269043
	Iteration 21Q: 3 clusters Score -661809.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -661818.625000 Penalty: 2564.269043
	Iteration 22Q: 3 clusters Score -661818.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -661827.437500 Penalty: 2564.269043
	Iteration 23Q: 3 clusters Score -661827.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -661834.562500 Penalty: 2564.269043
	Iteration 24Q: 3 clusters Score -661834.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -661838.312500 Penalty: 2564.269043
	Iteration 25Q: 3 clusters Score -661838.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -661839.937500 Penalty: 2564.269043
	Iteration 26Q: 3 clusters Score -661839.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -661840.562500 Penalty: 2564.269043
	Iteration 27Q: 3 clusters Score -661840.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -661841.937500 Penalty: 2564.269043
	Iteration 28Q: 3 clusters Score -661841.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -661842.625000 Penalty: 2564.269043
	Iteration 29Q: 3 clusters Score -661842.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -661845.000000 Penalty: 2564.269043
	Iteration 30Q: 3 clusters Score -661845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -661846.125000 Penalty: 2564.269043
	Iteration 31Q: 3 clusters Score -661846.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -661846.125000 Penalty: 2564.269043
	Iteration 32F: 3 clusters Score -661846.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (15855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Entering Unmasked Estep 
Score: -1955737.000000 Penalty: 1439.080566
	Iteration 0F: 2 clusters Score -1955737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1945221.250000 Penalty: 2878.161133
	Iteration 0F: 3 clusters Score -1945221 nChanged 6834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1948874.125000 Penalty: 2878.161133
	Iteration 1F: 3 clusters Score -1948874 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1949321.875000 Penalty: 2878.161133
	Iteration 2F: 3 clusters Score -1949322 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1949695.750000 Penalty: 2878.161133
	Iteration 3F: 3 clusters Score -1949696 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1950016.125000 Penalty: 2878.161133
	Iteration 4Q: 3 clusters Score -1950016 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1950338.875000 Penalty: 2878.161133
	Iteration 5Q: 3 clusters Score -1950339 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1950667.500000 Penalty: 2878.161133
	Iteration 6Q: 3 clusters Score -1950668 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1951028.500000 Penalty: 2878.161133
	Iteration 7Q: 3 clusters Score -1951028 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1951468.875000 Penalty: 2878.161133
	Iteration 8Q: 3 clusters Score -1951469 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1951910.875000 Penalty: 2878.161133
	Iteration 9Q: 3 clusters Score -1951911 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1952301.000000 Penalty: 2878.161133
	Iteration 10Q: 3 clusters Score -1952301 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1952621.625000 Penalty: 2878.161133
	Iteration 11Q: 3 clusters Score -1952622 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1952846.625000 Penalty: 2878.161133
	Iteration 12Q: 3 clusters Score -1952847 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1953040.000000 Penalty: 2878.161133
	Iteration 13Q: 3 clusters Score -1953040 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1953192.875000 Penalty: 2878.161133
	Iteration 14Q: 3 clusters Score -1953193 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1953325.125000 Penalty: 2878.161133
	Iteration 15Q: 3 clusters Score -1953325 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1953419.250000 Penalty: 2878.161133
	Iteration 16Q: 3 clusters Score -1953419 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1953477.625000 Penalty: 2878.161133
	Iteration 17Q: 3 clusters Score -1953478 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1953524.250000 Penalty: 2878.161133
	Iteration 18Q: 3 clusters Score -1953524 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1953565.750000 Penalty: 2878.161133
	Iteration 19Q: 3 clusters Score -1953566 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1953587.250000 Penalty: 2878.161133
	Iteration 20F: 3 clusters Score -1953587 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1953616.375000 Penalty: 2878.161133
	Iteration 21Q: 3 clusters Score -1953616 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1953637.250000 Penalty: 2878.161133
	Iteration 22Q: 3 clusters Score -1953637 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1953649.000000 Penalty: 2878.161133
	Iteration 23Q: 3 clusters Score -1953649 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1953662.125000 Penalty: 2878.161133
	Iteration 24Q: 3 clusters Score -1953662 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1953665.250000 Penalty: 2878.161133
	Iteration 25Q: 3 clusters Score -1953665 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1953682.750000 Penalty: 2878.161133
	Iteration 26Q: 3 clusters Score -1953683 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1953690.750000 Penalty: 2878.161133
	Iteration 27Q: 3 clusters Score -1953691 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1953697.250000 Penalty: 2878.161133
	Iteration 28Q: 3 clusters Score -1953697 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1953705.875000 Penalty: 2878.161133
	Iteration 29Q: 3 clusters Score -1953706 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1953712.500000 Penalty: 2878.161133
	Iteration 30Q: 3 clusters Score -1953712 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1953716.250000 Penalty: 2878.161133
	Iteration 31Q: 3 clusters Score -1953716 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1953723.750000 Penalty: 2878.161133
	Iteration 32Q: 3 clusters Score -1953724 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1953732.625000 Penalty: 2878.161133
	Iteration 33Q: 3 clusters Score -1953733 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1953734.375000 Penalty: 2878.161133
	Iteration 34Q: 3 clusters Score -1953734 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1953738.500000 Penalty: 2878.161133
	Iteration 35Q: 3 clusters Score -1953738 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1953745.375000 Penalty: 2878.161133
	Iteration 36Q: 3 clusters Score -1953745 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1953748.375000 Penalty: 2878.161133
	Iteration 37Q: 3 clusters Score -1953748 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1953749.000000 Penalty: 2878.161133
	Iteration 38Q: 3 clusters Score -1953749 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1953755.375000 Penalty: 2878.161133
	Iteration 39Q: 3 clusters Score -1953755 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1953767.000000 Penalty: 2878.161133
	Iteration 40F: 3 clusters Score -1953767 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1953769.375000 Penalty: 2878.161133
	Iteration 41Q: 3 clusters Score -1953769 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1953766.375000 Penalty: 2878.161133
	Iteration 42Q: 3 clusters Score -1953766 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1953773.125000 Penalty: 2878.161133
	Iteration 43Q: 3 clusters Score -1953773 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1953779.375000 Penalty: 2878.161133
	Iteration 44Q: 3 clusters Score -1953779 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1953783.125000 Penalty: 2878.161133
	Iteration 45Q: 3 clusters Score -1953783 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1953792.000000 Penalty: 2878.161133
	Iteration 46Q: 3 clusters Score -1953792 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1953797.000000 Penalty: 2878.161133
	Iteration 47Q: 3 clusters Score -1953797 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1953805.625000 Penalty: 2878.161133
	Iteration 48Q: 3 clusters Score -1953806 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1953809.125000 Penalty: 2878.161133
	Iteration 49Q: 3 clusters Score -1953809 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1953809.625000 Penalty: 2878.161133
	Iteration 50Q: 3 clusters Score -1953810 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1953816.375000 Penalty: 2878.161133
	Iteration 51Q: 3 clusters Score -1953816 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1953823.750000 Penalty: 2878.161133
	Iteration 52Q: 3 clusters Score -1953824 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1953826.000000 Penalty: 2878.161133
	Iteration 53Q: 3 clusters Score -1953826 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1953825.500000 Penalty: 2878.161133
	Iteration 54Q: 3 clusters Score -1953826 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1953833.250000 Penalty: 2878.161133
	Iteration 55Q: 3 clusters Score -1953833 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1953833.500000 Penalty: 2878.161133
	Iteration 56Q: 3 clusters Score -1953834 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1953832.125000 Penalty: 2878.161133
	Iteration 57Q: 3 clusters Score -1953832 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1953836.750000 Penalty: 2878.161133
	Iteration 58Q: 3 clusters Score -1953837 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1953847.875000 Penalty: 2878.161133
	Iteration 59Q: 3 clusters Score -1953848 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1953847.250000 Penalty: 2878.161133
	Iteration 60F: 3 clusters Score -1953847 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1953850.250000 Penalty: 2878.161133
	Iteration 61Q: 3 clusters Score -1953850 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1953860.500000 Penalty: 2878.161133
	Iteration 62Q: 3 clusters Score -1953860 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1953864.750000 Penalty: 2878.161133
	Iteration 63Q: 3 clusters Score -1953865 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1953877.125000 Penalty: 2878.161133
	Iteration 64Q: 3 clusters Score -1953877 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1953898.500000 Penalty: 2878.161133
	Iteration 65Q: 3 clusters Score -1953898 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1953907.000000 Penalty: 2878.161133
	Iteration 66Q: 3 clusters Score -1953907 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1953918.375000 Penalty: 2878.161133
	Iteration 67Q: 3 clusters Score -1953918 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1953933.250000 Penalty: 2878.161133
	Iteration 68Q: 3 clusters Score -1953933 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1953950.125000 Penalty: 2878.161133
	Iteration 69Q: 3 clusters Score -1953950 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1953967.250000 Penalty: 2878.161133
	Iteration 70Q: 3 clusters Score -1953967 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1953986.500000 Penalty: 2878.161133
	Iteration 71Q: 3 clusters Score -1953986 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1953992.625000 Penalty: 2878.161133
	Iteration 72Q: 3 clusters Score -1953993 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1953997.500000 Penalty: 2878.161133
	Iteration 73Q: 3 clusters Score -1953998 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1954008.875000 Penalty: 2878.161133
	Iteration 74Q: 3 clusters Score -1954009 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1954012.625000 Penalty: 2878.161133
	Iteration 75Q: 3 clusters Score -1954013 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1954026.750000 Penalty: 2878.161133
	Iteration 76Q: 3 clusters Score -1954027 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1954036.125000 Penalty: 2878.161133
	Iteration 77Q: 3 clusters Score -1954036 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1954047.625000 Penalty: 2878.161133
	Iteration 78Q: 3 clusters Score -1954048 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1954054.875000 Penalty: 2878.161133
	Iteration 79Q: 3 clusters Score -1954055 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1954066.125000 Penalty: 2878.161133
	Iteration 80F: 3 clusters Score -1954066 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1954069.000000 Penalty: 2878.161133
	Iteration 81Q: 3 clusters Score -1954069 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1954087.500000 Penalty: 2878.161133
	Iteration 82Q: 3 clusters Score -1954088 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1954098.375000 Penalty: 2878.161133
	Iteration 83Q: 3 clusters Score -1954098 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1954117.750000 Penalty: 2878.161133
	Iteration 84Q: 3 clusters Score -1954118 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1954130.750000 Penalty: 2878.161133
	Iteration 85Q: 3 clusters Score -1954131 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1954146.125000 Penalty: 2878.161133
	Iteration 86Q: 3 clusters Score -1954146 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1954162.625000 Penalty: 2878.161133
	Iteration 87Q: 3 clusters Score -1954163 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1954175.125000 Penalty: 2878.161133
	Iteration 88Q: 3 clusters Score -1954175 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1954195.750000 Penalty: 2878.161133
	Iteration 89Q: 3 clusters Score -1954196 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1954213.500000 Penalty: 2878.161133
	Iteration 90Q: 3 clusters Score -1954214 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1954225.625000 Penalty: 2878.161133
	Iteration 91Q: 3 clusters Score -1954226 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1954234.000000 Penalty: 2878.161133
	Iteration 92Q: 3 clusters Score -1954234 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1954251.000000 Penalty: 2878.161133
	Iteration 93Q: 3 clusters Score -1954251 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1954261.625000 Penalty: 2878.161133
	Iteration 94Q: 3 clusters Score -1954262 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1954275.875000 Penalty: 2878.161133
	Iteration 95Q: 3 clusters Score -1954276 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1954287.000000 Penalty: 2878.161133
	Iteration 96Q: 3 clusters Score -1954287 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1954301.000000 Penalty: 2878.161133
	Iteration 97Q: 3 clusters Score -1954301 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1954314.750000 Penalty: 2878.161133
	Iteration 98Q: 3 clusters Score -1954315 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1954329.375000 Penalty: 2878.161133
	Iteration 99Q: 3 clusters Score -1954329 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1954341.250000 Penalty: 2878.161133
	Iteration 100F: 3 clusters Score -1954341 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1954351.375000 Penalty: 2878.161133
	Iteration 101Q: 3 clusters Score -1954351 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1954369.500000 Penalty: 2878.161133
	Iteration 102Q: 3 clusters Score -1954370 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1954387.500000 Penalty: 2878.161133
	Iteration 103Q: 3 clusters Score -1954388 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1954399.500000 Penalty: 2878.161133
	Iteration 104Q: 3 clusters Score -1954400 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1954416.000000 Penalty: 2878.161133
	Iteration 105Q: 3 clusters Score -1954416 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1954425.750000 Penalty: 2878.161133
	Iteration 106Q: 3 clusters Score -1954426 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1954444.125000 Penalty: 2878.161133
	Iteration 107Q: 3 clusters Score -1954444 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1954457.000000 Penalty: 2878.161133
	Iteration 108Q: 3 clusters Score -1954457 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1954471.500000 Penalty: 2878.161133
	Iteration 109Q: 3 clusters Score -1954472 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1954491.125000 Penalty: 2878.161133
	Iteration 110Q: 3 clusters Score -1954491 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1954513.750000 Penalty: 2878.161133
	Iteration 111Q: 3 clusters Score -1954514 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1954525.875000 Penalty: 2878.161133
	Iteration 112Q: 3 clusters Score -1954526 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1954543.625000 Penalty: 2878.161133
	Iteration 113Q: 3 clusters Score -1954544 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1954550.625000 Penalty: 2878.161133
	Iteration 114Q: 3 clusters Score -1954551 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1954564.875000 Penalty: 2878.161133
	Iteration 115Q: 3 clusters Score -1954565 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1954573.875000 Penalty: 2878.161133
	Iteration 116Q: 3 clusters Score -1954574 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1954582.000000 Penalty: 2878.161133
	Iteration 117Q: 3 clusters Score -1954582 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1954589.500000 Penalty: 2878.161133
	Iteration 118Q: 3 clusters Score -1954590 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1954598.875000 Penalty: 2878.161133
	Iteration 119Q: 3 clusters Score -1954599 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1954605.125000 Penalty: 2878.161133
	Iteration 120F: 3 clusters Score -1954605 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1954616.625000 Penalty: 2878.161133
	Iteration 121Q: 3 clusters Score -1954617 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1954622.625000 Penalty: 2878.161133
	Iteration 122Q: 3 clusters Score -1954623 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1954632.500000 Penalty: 2878.161133
	Iteration 123Q: 3 clusters Score -1954632 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1954645.125000 Penalty: 2878.161133
	Iteration 124Q: 3 clusters Score -1954645 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1954651.125000 Penalty: 2878.161133
	Iteration 125Q: 3 clusters Score -1954651 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1954659.625000 Penalty: 2878.161133
	Iteration 126Q: 3 clusters Score -1954660 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1954661.750000 Penalty: 2878.161133
	Iteration 127Q: 3 clusters Score -1954662 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1954670.500000 Penalty: 2878.161133
	Iteration 128Q: 3 clusters Score -1954670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1954670.250000 Penalty: 2878.161133
	Iteration 129Q: 3 clusters Score -1954670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1954676.625000 Penalty: 2878.161133
	Iteration 130Q: 3 clusters Score -1954677 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1954682.625000 Penalty: 2878.161133
	Iteration 131Q: 3 clusters Score -1954683 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1954686.625000 Penalty: 2878.161133
	Iteration 132Q: 3 clusters Score -1954687 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1954690.750000 Penalty: 2878.161133
	Iteration 133Q: 3 clusters Score -1954691 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1954697.875000 Penalty: 2878.161133
	Iteration 134Q: 3 clusters Score -1954698 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1954694.250000 Penalty: 2878.161133
	Iteration 135Q: 3 clusters Score -1954694 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1954700.250000 Penalty: 2878.161133
	Iteration 136Q: 3 clusters Score -1954700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1954701.500000 Penalty: 2878.161133
	Iteration 137Q: 3 clusters Score -1954702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1954702.625000 Penalty: 2878.161133
	Iteration 138Q: 3 clusters Score -1954703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1954705.500000 Penalty: 2878.161133
	Iteration 139Q: 3 clusters Score -1954706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1954706.125000 Penalty: 2878.161133
	Iteration 140F: 3 clusters Score -1954706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1954709.500000 Penalty: 2878.161133
	Iteration 141Q: 3 clusters Score -1954710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1954712.250000 Penalty: 2878.161133
	Iteration 142Q: 3 clusters Score -1954712 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1954717.375000 Penalty: 2878.161133
	Iteration 143Q: 3 clusters Score -1954717 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1954724.125000 Penalty: 2878.161133
	Iteration 144Q: 3 clusters Score -1954724 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1954724.500000 Penalty: 2878.161133
	Iteration 145Q: 3 clusters Score -1954724 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1954727.250000 Penalty: 2878.161133
	Iteration 146Q: 3 clusters Score -1954727 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1954731.125000 Penalty: 2878.161133
	Iteration 147Q: 3 clusters Score -1954731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1954737.000000 Penalty: 2878.161133
	Iteration 148Q: 3 clusters Score -1954737 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1954738.875000 Penalty: 2878.161133
	Iteration 149Q: 3 clusters Score -1954739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1954740.500000 Penalty: 2878.161133
	Iteration 150Q: 3 clusters Score -1954740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1954745.375000 Penalty: 2878.161133
	Iteration 151Q: 3 clusters Score -1954745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1954744.250000 Penalty: 2878.161133
	Iteration 152Q: 3 clusters Score -1954744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1954745.375000 Penalty: 2878.161133
	Iteration 153Q: 3 clusters Score -1954745 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1954749.625000 Penalty: 2878.161133
	Iteration 154Q: 3 clusters Score -1954750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1954754.250000 Penalty: 2878.161133
	Iteration 155Q: 3 clusters Score -1954754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1954757.750000 Penalty: 2878.161133
	Iteration 156Q: 3 clusters Score -1954758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1954754.500000 Penalty: 2878.161133
	Iteration 157Q: 3 clusters Score -1954754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1954753.875000 Penalty: 2878.161133
	Iteration 158Q: 3 clusters Score -1954754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1954753.875000 Penalty: 2878.161133
	Iteration 159F: 3 clusters Score -1954754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (19450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Entering Unmasked Estep 
Score: -2464076.250000 Penalty: 1469.489746
	Iteration 0F: 2 clusters Score -2464076 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 9771 members 
Entering Unmasked Estep 
Score: -2451404.250000 Penalty: 2938.979492
	Iteration 0F: 3 clusters Score -2451404 nChanged 8487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -2455976.750000 Penalty: 2938.979492
	Iteration 1F: 3 clusters Score -2455977 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -2456418.250000 Penalty: 2938.979492
	Iteration 2F: 3 clusters Score -2456418 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -2456795.500000 Penalty: 2938.979492
	Iteration 3Q: 3 clusters Score -2456796 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -2457192.750000 Penalty: 2938.979492
	Iteration 4Q: 3 clusters Score -2457193 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -2457657.750000 Penalty: 2938.979492
	Iteration 5Q: 3 clusters Score -2457658 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -2458313.250000 Penalty: 2938.979492
	Iteration 6F: 3 clusters Score -2458313 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -2459037.000000 Penalty: 2938.979492
	Iteration 7F: 3 clusters Score -2459037 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -2459793.750000 Penalty: 2938.979492
	Iteration 8F: 3 clusters Score -2459794 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -2460559.000000 Penalty: 2938.979492
	Iteration 9F: 3 clusters Score -2460559 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -2461225.500000 Penalty: 2938.979492
	Iteration 10Q: 3 clusters Score -2461226 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -2461700.250000 Penalty: 2938.979492
	Iteration 11Q: 3 clusters Score -2461700 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 17642 members 
Entering Unmasked Estep 
Score: -2462033.000000 Penalty: 2938.979492
	Iteration 12Q: 3 clusters Score -2462033 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -2462288.000000 Penalty: 2938.979492
	Iteration 13Q: 3 clusters Score -2462288 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -2462437.250000 Penalty: 2938.979492
	Iteration 14Q: 3 clusters Score -2462437 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -2462551.500000 Penalty: 2938.979492
	Iteration 15Q: 3 clusters Score -2462552 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -2462644.500000 Penalty: 2938.979492
	Iteration 16Q: 3 clusters Score -2462644 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -2462710.250000 Penalty: 2938.979492
	Iteration 17Q: 3 clusters Score -2462710 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -2462755.000000 Penalty: 2938.979492
	Iteration 18Q: 3 clusters Score -2462755 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -2462794.750000 Penalty: 2938.979492
	Iteration 19Q: 3 clusters Score -2462795 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -2462808.500000 Penalty: 2938.979492
	Iteration 20F: 3 clusters Score -2462808 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -2462836.250000 Penalty: 2938.979492
	Iteration 21Q: 3 clusters Score -2462836 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -2462848.500000 Penalty: 2938.979492
	Iteration 22Q: 3 clusters Score -2462848 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -2462855.000000 Penalty: 2938.979492
	Iteration 23Q: 3 clusters Score -2462855 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -2462862.750000 Penalty: 2938.979492
	Iteration 24Q: 3 clusters Score -2462863 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -2462872.500000 Penalty: 2938.979492
	Iteration 25Q: 3 clusters Score -2462872 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -2462885.750000 Penalty: 2938.979492
	Iteration 26Q: 3 clusters Score -2462886 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -2462897.250000 Penalty: 2938.979492
	Iteration 27Q: 3 clusters Score -2462897 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -2462912.750000 Penalty: 2938.979492
	Iteration 28Q: 3 clusters Score -2462913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -2462916.750000 Penalty: 2938.979492
	Iteration 29Q: 3 clusters Score -2462917 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -2462918.500000 Penalty: 2938.979492
	Iteration 30Q: 3 clusters Score -2462918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -2462916.750000 Penalty: 2938.979492
	Iteration 31Q: 3 clusters Score -2462917 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -2462925.250000 Penalty: 2938.979492
	Iteration 32Q: 3 clusters Score -2462925 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -2462930.250000 Penalty: 2938.979492
	Iteration 33Q: 3 clusters Score -2462930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -2462934.500000 Penalty: 2938.979492
	Iteration 34Q: 3 clusters Score -2462934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -2462935.500000 Penalty: 2938.979492
	Iteration 35Q: 3 clusters Score -2462936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 18823 members 
Entering Unmasked Estep 
Score: -2462939.000000 Penalty: 2938.979492
	Iteration 36Q: 3 clusters Score -2462939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -2462937.250000 Penalty: 2938.979492
	Iteration 37Q: 3 clusters Score -2462937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -2462940.500000 Penalty: 2938.979492
	Iteration 38Q: 3 clusters Score -2462940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -2462943.250000 Penalty: 2938.979492
	Iteration 39Q: 3 clusters Score -2462943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -2462941.000000 Penalty: 2938.979492
	Iteration 40F: 3 clusters Score -2462941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -2462943.250000 Penalty: 2938.979492
	Iteration 41Q: 3 clusters Score -2462943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -2462943.750000 Penalty: 2938.979492
	Iteration 42Q: 3 clusters Score -2462944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -2462942.000000 Penalty: 2938.979492
	Iteration 43Q: 3 clusters Score -2462942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -2462942.000000 Penalty: 2938.979492
	Iteration 44F: 3 clusters Score -2462942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Entering Unmasked Estep 
Score: -435358.312500 Penalty: 1223.715576
	Iteration 0F: 2 clusters Score -435358.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -432448.093750 Penalty: 2447.431152
	Iteration 0F: 3 clusters Score -432448.1 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -433310.000000 Penalty: 2447.431152
	Iteration 1F: 3 clusters Score -433310 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -433530.000000 Penalty: 2447.431152
	Iteration 2F: 3 clusters Score -433530 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -433647.656250 Penalty: 2447.431152
	Iteration 3F: 3 clusters Score -433647.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -433722.812500 Penalty: 2447.431152
	Iteration 4Q: 3 clusters Score -433722.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -433778.968750 Penalty: 2447.431152
	Iteration 5Q: 3 clusters Score -433779 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -433845.000000 Penalty: 2447.431152
	Iteration 6Q: 3 clusters Score -433845 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -433908.062500 Penalty: 2447.431152
	Iteration 7Q: 3 clusters Score -433908.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -433975.593750 Penalty: 2447.431152
	Iteration 8Q: 3 clusters Score -433975.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -434045.687500 Penalty: 2447.431152
	Iteration 9Q: 3 clusters Score -434045.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -434115.281250 Penalty: 2447.431152
	Iteration 10Q: 3 clusters Score -434115.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -434178.468750 Penalty: 2447.431152
	Iteration 11Q: 3 clusters Score -434178.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -434246.218750 Penalty: 2447.431152
	Iteration 12Q: 3 clusters Score -434246.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -434295.437500 Penalty: 2447.431152
	Iteration 13Q: 3 clusters Score -434295.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -434329.468750 Penalty: 2447.431152
	Iteration 14Q: 3 clusters Score -434329.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -434351.062500 Penalty: 2447.431152
	Iteration 15Q: 3 clusters Score -434351.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -434376.875000 Penalty: 2447.431152
	Iteration 16Q: 3 clusters Score -434376.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -434403.218750 Penalty: 2447.431152
	Iteration 17Q: 3 clusters Score -434403.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -434427.375000 Penalty: 2447.431152
	Iteration 18Q: 3 clusters Score -434427.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -434452.906250 Penalty: 2447.431152
	Iteration 19Q: 3 clusters Score -434452.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -434475.718750 Penalty: 2447.431152
	Iteration 20F: 3 clusters Score -434475.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -434503.562500 Penalty: 2447.431152
	Iteration 21Q: 3 clusters Score -434503.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -434532.687500 Penalty: 2447.431152
	Iteration 22Q: 3 clusters Score -434532.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -434558.218750 Penalty: 2447.431152
	Iteration 23Q: 3 clusters Score -434558.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -434592.343750 Penalty: 2447.431152
	Iteration 24Q: 3 clusters Score -434592.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -434621.031250 Penalty: 2447.431152
	Iteration 25Q: 3 clusters Score -434621 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -434644.968750 Penalty: 2447.431152
	Iteration 26Q: 3 clusters Score -434645 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -434663.812500 Penalty: 2447.431152
	Iteration 27Q: 3 clusters Score -434663.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -434687.281250 Penalty: 2447.431152
	Iteration 28Q: 3 clusters Score -434687.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -434704.968750 Penalty: 2447.431152
	Iteration 29Q: 3 clusters Score -434705 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -434729.500000 Penalty: 2447.431152
	Iteration 30Q: 3 clusters Score -434729.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -434747.031250 Penalty: 2447.431152
	Iteration 31Q: 3 clusters Score -434747 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -434772.875000 Penalty: 2447.431152
	Iteration 32Q: 3 clusters Score -434772.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -434800.781250 Penalty: 2447.431152
	Iteration 33Q: 3 clusters Score -434800.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -434812.781250 Penalty: 2447.431152
	Iteration 34Q: 3 clusters Score -434812.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -434822.125000 Penalty: 2447.431152
	Iteration 35Q: 3 clusters Score -434822.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -434833.718750 Penalty: 2447.431152
	Iteration 36Q: 3 clusters Score -434833.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -434838.562500 Penalty: 2447.431152
	Iteration 37Q: 3 clusters Score -434838.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -434841.593750 Penalty: 2447.431152
	Iteration 38Q: 3 clusters Score -434841.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -434843.562500 Penalty: 2447.431152
	Iteration 39Q: 3 clusters Score -434843.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -434846.687500 Penalty: 2447.431152
	Iteration 40F: 3 clusters Score -434846.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -434848.687500 Penalty: 2447.431152
	Iteration 41Q: 3 clusters Score -434848.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -434850.343750 Penalty: 2447.431152
	Iteration 42Q: 3 clusters Score -434850.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -434850.343750 Penalty: 2447.431152
	Iteration 43F: 3 clusters Score -434850.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (14457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Entering Unmasked Estep 
Score: -1820579.000000 Penalty: 1425.345337
	Iteration 0F: 2 clusters Score -1820579 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1811060.875000 Penalty: 2850.690674
	Iteration 0F: 3 clusters Score -1811061 nChanged 6209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1814410.375000 Penalty: 2850.690674
	Iteration 1F: 3 clusters Score -1814410 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1814677.250000 Penalty: 2850.690674
	Iteration 2F: 3 clusters Score -1814677 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1814865.625000 Penalty: 2850.690674
	Iteration 3Q: 3 clusters Score -1814866 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1814995.125000 Penalty: 2850.690674
	Iteration 4Q: 3 clusters Score -1814995 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1815094.500000 Penalty: 2850.690674
	Iteration 5Q: 3 clusters Score -1815094 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1815159.250000 Penalty: 2850.690674
	Iteration 6Q: 3 clusters Score -1815159 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1815210.625000 Penalty: 2850.690674
	Iteration 7Q: 3 clusters Score -1815211 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1815263.625000 Penalty: 2850.690674
	Iteration 8Q: 3 clusters Score -1815264 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1815303.500000 Penalty: 2850.690674
	Iteration 9Q: 3 clusters Score -1815304 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1815328.625000 Penalty: 2850.690674
	Iteration 10Q: 3 clusters Score -1815329 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1815350.750000 Penalty: 2850.690674
	Iteration 11Q: 3 clusters Score -1815351 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1815382.875000 Penalty: 2850.690674
	Iteration 12Q: 3 clusters Score -1815383 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1815419.750000 Penalty: 2850.690674
	Iteration 13Q: 3 clusters Score -1815420 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1815458.750000 Penalty: 2850.690674
	Iteration 14Q: 3 clusters Score -1815459 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1815489.875000 Penalty: 2850.690674
	Iteration 15Q: 3 clusters Score -1815490 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -1815530.500000 Penalty: 2850.690674
	Iteration 16Q: 3 clusters Score -1815530 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1815592.000000 Penalty: 2850.690674
	Iteration 17Q: 3 clusters Score -1815592 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1815656.500000 Penalty: 2850.690674
	Iteration 18Q: 3 clusters Score -1815656 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1815737.125000 Penalty: 2850.690674
	Iteration 19Q: 3 clusters Score -1815737 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1815840.875000 Penalty: 2850.690674
	Iteration 20F: 3 clusters Score -1815841 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1816007.750000 Penalty: 2850.690674
	Iteration 21Q: 3 clusters Score -1816008 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1816222.875000 Penalty: 2850.690674
	Iteration 22Q: 3 clusters Score -1816223 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1816534.125000 Penalty: 2850.690674
	Iteration 23Q: 3 clusters Score -1816534 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1816945.750000 Penalty: 2850.690674
	Iteration 24Q: 3 clusters Score -1816946 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1817453.625000 Penalty: 2850.690674
	Iteration 25Q: 3 clusters Score -1817454 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1817984.750000 Penalty: 2850.690674
	Iteration 26Q: 3 clusters Score -1817985 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1818487.375000 Penalty: 2850.690674
	Iteration 27Q: 3 clusters Score -1818487 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1818838.500000 Penalty: 2850.690674
	Iteration 28Q: 3 clusters Score -1818838 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1819081.375000 Penalty: 2850.690674
	Iteration 29Q: 3 clusters Score -1819081 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1819220.250000 Penalty: 2850.690674
	Iteration 30Q: 3 clusters Score -1819220 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1819309.875000 Penalty: 2850.690674
	Iteration 31Q: 3 clusters Score -1819310 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1819364.500000 Penalty: 2850.690674
	Iteration 32Q: 3 clusters Score -1819364 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1819402.875000 Penalty: 2850.690674
	Iteration 33Q: 3 clusters Score -1819403 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1819421.500000 Penalty: 2850.690674
	Iteration 34Q: 3 clusters Score -1819422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1819432.875000 Penalty: 2850.690674
	Iteration 35Q: 3 clusters Score -1819433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1819440.750000 Penalty: 2850.690674
	Iteration 36Q: 3 clusters Score -1819441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1819441.500000 Penalty: 2850.690674
	Iteration 37Q: 3 clusters Score -1819442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1819444.375000 Penalty: 2850.690674
	Iteration 38Q: 3 clusters Score -1819444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1819444.375000 Penalty: 2850.690674
	Iteration 39F: 3 clusters Score -1819444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Entering Unmasked Estep 
Score: -667245.375000 Penalty: 1285.649658
	Iteration 0F: 2 clusters Score -667245.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -663160.687500 Penalty: 2571.299316
	Iteration 0F: 3 clusters Score -663160.7 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -664428.250000 Penalty: 2571.299316
	Iteration 1F: 3 clusters Score -664428.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -664633.375000 Penalty: 2571.299316
	Iteration 2F: 3 clusters Score -664633.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -664772.625000 Penalty: 2571.299316
	Iteration 3Q: 3 clusters Score -664772.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -664859.375000 Penalty: 2571.299316
	Iteration 4Q: 3 clusters Score -664859.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -664917.312500 Penalty: 2571.299316
	Iteration 5Q: 3 clusters Score -664917.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -664967.375000 Penalty: 2571.299316
	Iteration 6Q: 3 clusters Score -664967.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -665023.937500 Penalty: 2571.299316
	Iteration 7Q: 3 clusters Score -665023.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -665079.125000 Penalty: 2571.299316
	Iteration 8Q: 3 clusters Score -665079.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -665124.500000 Penalty: 2571.299316
	Iteration 9Q: 3 clusters Score -665124.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -665161.062500 Penalty: 2571.299316
	Iteration 10Q: 3 clusters Score -665161.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -665205.000000 Penalty: 2571.299316
	Iteration 11Q: 3 clusters Score -665205 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -665247.937500 Penalty: 2571.299316
	Iteration 12Q: 3 clusters Score -665247.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -665286.562500 Penalty: 2571.299316
	Iteration 13Q: 3 clusters Score -665286.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -665329.562500 Penalty: 2571.299316
	Iteration 14Q: 3 clusters Score -665329.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -665370.500000 Penalty: 2571.299316
	Iteration 15Q: 3 clusters Score -665370.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -665408.375000 Penalty: 2571.299316
	Iteration 16Q: 3 clusters Score -665408.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -665471.375000 Penalty: 2571.299316
	Iteration 17Q: 3 clusters Score -665471.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -665536.250000 Penalty: 2571.299316
	Iteration 18Q: 3 clusters Score -665536.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -665629.687500 Penalty: 2571.299316
	Iteration 19Q: 3 clusters Score -665629.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -665755.875000 Penalty: 2571.299316
	Iteration 20F: 3 clusters Score -665755.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -665877.937500 Penalty: 2571.299316
	Iteration 21Q: 3 clusters Score -665877.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -665974.687500 Penalty: 2571.299316
	Iteration 22Q: 3 clusters Score -665974.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -666063.500000 Penalty: 2571.299316
	Iteration 23Q: 3 clusters Score -666063.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -666147.250000 Penalty: 2571.299316
	Iteration 24Q: 3 clusters Score -666147.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -666222.125000 Penalty: 2571.299316
	Iteration 25Q: 3 clusters Score -666222.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -666280.375000 Penalty: 2571.299316
	Iteration 26Q: 3 clusters Score -666280.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -666328.000000 Penalty: 2571.299316
	Iteration 27Q: 3 clusters Score -666328 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -666370.875000 Penalty: 2571.299316
	Iteration 28Q: 3 clusters Score -666370.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -666402.500000 Penalty: 2571.299316
	Iteration 29Q: 3 clusters Score -666402.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -666432.500000 Penalty: 2571.299316
	Iteration 30Q: 3 clusters Score -666432.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -666456.687500 Penalty: 2571.299316
	Iteration 31Q: 3 clusters Score -666456.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -666483.187500 Penalty: 2571.299316
	Iteration 32Q: 3 clusters Score -666483.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -666509.125000 Penalty: 2571.299316
	Iteration 33Q: 3 clusters Score -666509.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -666542.250000 Penalty: 2571.299316
	Iteration 34Q: 3 clusters Score -666542.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -666572.812500 Penalty: 2571.299316
	Iteration 35Q: 3 clusters Score -666572.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -666599.937500 Penalty: 2571.299316
	Iteration 36Q: 3 clusters Score -666599.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -666625.187500 Penalty: 2571.299316
	Iteration 37Q: 3 clusters Score -666625.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -666651.937500 Penalty: 2571.299316
	Iteration 38Q: 3 clusters Score -666651.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -666670.750000 Penalty: 2571.299316
	Iteration 39Q: 3 clusters Score -666670.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -666688.437500 Penalty: 2571.299316
	Iteration 40F: 3 clusters Score -666688.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -666705.250000 Penalty: 2571.299316
	Iteration 41Q: 3 clusters Score -666705.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -666720.250000 Penalty: 2571.299316
	Iteration 42Q: 3 clusters Score -666720.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -666734.062500 Penalty: 2571.299316
	Iteration 43Q: 3 clusters Score -666734.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -666745.937500 Penalty: 2571.299316
	Iteration 44Q: 3 clusters Score -666745.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -666754.000000 Penalty: 2571.299316
	Iteration 45Q: 3 clusters Score -666754 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -666761.500000 Penalty: 2571.299316
	Iteration 46Q: 3 clusters Score -666761.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -666766.250000 Penalty: 2571.299316
	Iteration 47Q: 3 clusters Score -666766.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -666771.875000 Penalty: 2571.299316
	Iteration 48Q: 3 clusters Score -666771.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -666778.187500 Penalty: 2571.299316
	Iteration 49Q: 3 clusters Score -666778.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -666786.625000 Penalty: 2571.299316
	Iteration 50Q: 3 clusters Score -666786.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -666789.750000 Penalty: 2571.299316
	Iteration 51Q: 3 clusters Score -666789.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -666795.375000 Penalty: 2571.299316
	Iteration 52Q: 3 clusters Score -666795.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -666798.375000 Penalty: 2571.299316
	Iteration 53Q: 3 clusters Score -666798.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -666798.812500 Penalty: 2571.299316
	Iteration 54Q: 3 clusters Score -666798.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -666800.750000 Penalty: 2571.299316
	Iteration 55Q: 3 clusters Score -666800.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -666803.062500 Penalty: 2571.299316
	Iteration 56Q: 3 clusters Score -666803.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -666803.937500 Penalty: 2571.299316
	Iteration 57Q: 3 clusters Score -666803.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -666807.187500 Penalty: 2571.299316
	Iteration 58Q: 3 clusters Score -666807.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -666807.312500 Penalty: 2571.299316
	Iteration 59Q: 3 clusters Score -666807.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -666811.750000 Penalty: 2571.299316
	Iteration 60F: 3 clusters Score -666811.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -666816.125000 Penalty: 2571.299316
	Iteration 61Q: 3 clusters Score -666816.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -666822.125000 Penalty: 2571.299316
	Iteration 62Q: 3 clusters Score -666822.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -666831.312500 Penalty: 2571.299316
	Iteration 63Q: 3 clusters Score -666831.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -666836.437500 Penalty: 2571.299316
	Iteration 64Q: 3 clusters Score -666836.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -666842.312500 Penalty: 2571.299316
	Iteration 65Q: 3 clusters Score -666842.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -666845.125000 Penalty: 2571.299316
	Iteration 66Q: 3 clusters Score -666845.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -666846.937500 Penalty: 2571.299316
	Iteration 67Q: 3 clusters Score -666846.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -666849.312500 Penalty: 2571.299316
	Iteration 68Q: 3 clusters Score -666849.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -666852.687500 Penalty: 2571.299316
	Iteration 69Q: 3 clusters Score -666852.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -666853.125000 Penalty: 2571.299316
	Iteration 70Q: 3 clusters Score -666853.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -666855.375000 Penalty: 2571.299316
	Iteration 71Q: 3 clusters Score -666855.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -666856.000000 Penalty: 2571.299316
	Iteration 72Q: 3 clusters Score -666856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -666855.500000 Penalty: 2571.299316
	Iteration 73Q: 3 clusters Score -666855.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -666856.687500 Penalty: 2571.299316
	Iteration 74Q: 3 clusters Score -666856.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -666857.687500 Penalty: 2571.299316
	Iteration 75Q: 3 clusters Score -666857.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -666859.812500 Penalty: 2571.299316
	Iteration 76Q: 3 clusters Score -666859.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -666861.125000 Penalty: 2571.299316
	Iteration 77Q: 3 clusters Score -666861.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -666861.437500 Penalty: 2571.299316
	Iteration 78Q: 3 clusters Score -666861.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -666862.687500 Penalty: 2571.299316
	Iteration 79Q: 3 clusters Score -666862.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -666861.562500 Penalty: 2571.299316
	Iteration 80F: 3 clusters Score -666861.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -666863.625000 Penalty: 2571.299316
	Iteration 81Q: 3 clusters Score -666863.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -666865.312500 Penalty: 2571.299316
	Iteration 82Q: 3 clusters Score -666865.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -666868.375000 Penalty: 2571.299316
	Iteration 83Q: 3 clusters Score -666868.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -666868.500000 Penalty: 2571.299316
	Iteration 84Q: 3 clusters Score -666868.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -666869.812500 Penalty: 2571.299316
	Iteration 85Q: 3 clusters Score -666869.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -666872.312500 Penalty: 2571.299316
	Iteration 86Q: 3 clusters Score -666872.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -666874.187500 Penalty: 2571.299316
	Iteration 87Q: 3 clusters Score -666874.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -666875.437500 Penalty: 2571.299316
	Iteration 88Q: 3 clusters Score -666875.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -666877.062500 Penalty: 2571.299316
	Iteration 89Q: 3 clusters Score -666877.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -666878.125000 Penalty: 2571.299316
	Iteration 90Q: 3 clusters Score -666878.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -666879.125000 Penalty: 2571.299316
	Iteration 91Q: 3 clusters Score -666879.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -666882.687500 Penalty: 2571.299316
	Iteration 92Q: 3 clusters Score -666882.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -666885.312500 Penalty: 2571.299316
	Iteration 93Q: 3 clusters Score -666885.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -666887.250000 Penalty: 2571.299316
	Iteration 94Q: 3 clusters Score -666887.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -666889.562500 Penalty: 2571.299316
	Iteration 95Q: 3 clusters Score -666889.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -666894.625000 Penalty: 2571.299316
	Iteration 96Q: 3 clusters Score -666894.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -666897.875000 Penalty: 2571.299316
	Iteration 97Q: 3 clusters Score -666897.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -666907.375000 Penalty: 2571.299316
	Iteration 98Q: 3 clusters Score -666907.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -666913.375000 Penalty: 2571.299316
	Iteration 99Q: 3 clusters Score -666913.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -666918.812500 Penalty: 2571.299316
	Iteration 100F: 3 clusters Score -666918.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -666923.937500 Penalty: 2571.299316
	Iteration 101Q: 3 clusters Score -666923.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -666927.625000 Penalty: 2571.299316
	Iteration 102Q: 3 clusters Score -666927.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -666931.312500 Penalty: 2571.299316
	Iteration 103Q: 3 clusters Score -666931.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -666935.437500 Penalty: 2571.299316
	Iteration 104Q: 3 clusters Score -666935.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -666940.125000 Penalty: 2571.299316
	Iteration 105Q: 3 clusters Score -666940.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -666943.750000 Penalty: 2571.299316
	Iteration 106Q: 3 clusters Score -666943.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -666948.625000 Penalty: 2571.299316
	Iteration 107Q: 3 clusters Score -666948.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -666949.187500 Penalty: 2571.299316
	Iteration 108Q: 3 clusters Score -666949.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -666953.000000 Penalty: 2571.299316
	Iteration 109Q: 3 clusters Score -666953 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -666956.562500 Penalty: 2571.299316
	Iteration 110Q: 3 clusters Score -666956.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -666961.812500 Penalty: 2571.299316
	Iteration 111Q: 3 clusters Score -666961.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -666962.812500 Penalty: 2571.299316
	Iteration 112Q: 3 clusters Score -666962.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -666966.062500 Penalty: 2571.299316
	Iteration 113Q: 3 clusters Score -666966.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -666969.312500 Penalty: 2571.299316
	Iteration 114Q: 3 clusters Score -666969.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -666969.375000 Penalty: 2571.299316
	Iteration 115Q: 3 clusters Score -666969.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -666969.562500 Penalty: 2571.299316
	Iteration 116Q: 3 clusters Score -666969.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -666970.375000 Penalty: 2571.299316
	Iteration 117Q: 3 clusters Score -666970.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -666970.937500 Penalty: 2571.299316
	Iteration 118Q: 3 clusters Score -666970.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -666974.750000 Penalty: 2571.299316
	Iteration 119Q: 3 clusters Score -666974.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -666974.562500 Penalty: 2571.299316
	Iteration 120F: 3 clusters Score -666974.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -666975.937500 Penalty: 2571.299316
	Iteration 121Q: 3 clusters Score -666975.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -666977.125000 Penalty: 2571.299316
	Iteration 122Q: 3 clusters Score -666977.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -666977.437500 Penalty: 2571.299316
	Iteration 123Q: 3 clusters Score -666977.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -666979.062500 Penalty: 2571.299316
	Iteration 124Q: 3 clusters Score -666979.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -666982.437500 Penalty: 2571.299316
	Iteration 125Q: 3 clusters Score -666982.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -666988.437500 Penalty: 2571.299316
	Iteration 126Q: 3 clusters Score -666988.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -666993.187500 Penalty: 2571.299316
	Iteration 127Q: 3 clusters Score -666993.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -666997.312500 Penalty: 2571.299316
	Iteration 128Q: 3 clusters Score -666997.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -666998.062500 Penalty: 2571.299316
	Iteration 129Q: 3 clusters Score -666998.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -667001.687500 Penalty: 2571.299316
	Iteration 130Q: 3 clusters Score -667001.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -667003.312500 Penalty: 2571.299316
	Iteration 131Q: 3 clusters Score -667003.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -667003.875000 Penalty: 2571.299316
	Iteration 132Q: 3 clusters Score -667003.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -667005.437500 Penalty: 2571.299316
	Iteration 133Q: 3 clusters Score -667005.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -667005.125000 Penalty: 2571.299316
	Iteration 134Q: 3 clusters Score -667005.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -667005.125000 Penalty: 2571.299316
	Iteration 135F: 3 clusters Score -667005.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (18891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Entering Unmasked Estep 
Score: -2256522.500000 Penalty: 1465.150513
	Iteration 0F: 2 clusters Score -2256522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -2244113.750000 Penalty: 2930.301025
	Iteration 0F: 3 clusters Score -2244114 nChanged 8285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -2248444.500000 Penalty: 2930.301025
	Iteration 1F: 3 clusters Score -2248444 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -2248796.250000 Penalty: 2930.301025
	Iteration 2F: 3 clusters Score -2248796 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -2249067.250000 Penalty: 2930.301025
	Iteration 3Q: 3 clusters Score -2249067 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -2249301.250000 Penalty: 2930.301025
	Iteration 4Q: 3 clusters Score -2249301 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -2249506.000000 Penalty: 2930.301025
	Iteration 5Q: 3 clusters Score -2249506 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -2249684.750000 Penalty: 2930.301025
	Iteration 6Q: 3 clusters Score -2249685 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -2249890.250000 Penalty: 2930.301025
	Iteration 7Q: 3 clusters Score -2249890 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -2250110.750000 Penalty: 2930.301025
	Iteration 8Q: 3 clusters Score -2250111 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -2250340.750000 Penalty: 2930.301025
	Iteration 9Q: 3 clusters Score -2250341 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -2250612.000000 Penalty: 2930.301025
	Iteration 10Q: 3 clusters Score -2250612 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -2250931.750000 Penalty: 2930.301025
	Iteration 11Q: 3 clusters Score -2250932 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -2251299.500000 Penalty: 2930.301025
	Iteration 12Q: 3 clusters Score -2251300 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -2251640.250000 Penalty: 2930.301025
	Iteration 13Q: 3 clusters Score -2251640 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -2251940.250000 Penalty: 2930.301025
	Iteration 14Q: 3 clusters Score -2251940 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -2252251.000000 Penalty: 2930.301025
	Iteration 15Q: 3 clusters Score -2252251 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -2252594.250000 Penalty: 2930.301025
	Iteration 16Q: 3 clusters Score -2252594 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -2252890.750000 Penalty: 2930.301025
	Iteration 17Q: 3 clusters Score -2252891 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -2253186.250000 Penalty: 2930.301025
	Iteration 18Q: 3 clusters Score -2253186 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -2253447.750000 Penalty: 2930.301025
	Iteration 19Q: 3 clusters Score -2253448 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -2253666.750000 Penalty: 2930.301025
	Iteration 20F: 3 clusters Score -2253667 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -2253865.750000 Penalty: 2930.301025
	Iteration 21Q: 3 clusters Score -2253866 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -2254002.000000 Penalty: 2930.301025
	Iteration 22Q: 3 clusters Score -2254002 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -2254106.000000 Penalty: 2930.301025
	Iteration 23Q: 3 clusters Score -2254106 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -2254192.500000 Penalty: 2930.301025
	Iteration 24Q: 3 clusters Score -2254192 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -2254282.250000 Penalty: 2930.301025
	Iteration 25Q: 3 clusters Score -2254282 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -2254356.000000 Penalty: 2930.301025
	Iteration 26Q: 3 clusters Score -2254356 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -2254439.000000 Penalty: 2930.301025
	Iteration 27Q: 3 clusters Score -2254439 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -2254497.750000 Penalty: 2930.301025
	Iteration 28Q: 3 clusters Score -2254498 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -2254541.000000 Penalty: 2930.301025
	Iteration 29Q: 3 clusters Score -2254541 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -2254583.750000 Penalty: 2930.301025
	Iteration 30Q: 3 clusters Score -2254584 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -2254614.000000 Penalty: 2930.301025
	Iteration 31Q: 3 clusters Score -2254614 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -2254642.750000 Penalty: 2930.301025
	Iteration 32Q: 3 clusters Score -2254643 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -2254664.000000 Penalty: 2930.301025
	Iteration 33Q: 3 clusters Score -2254664 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -2254675.250000 Penalty: 2930.301025
	Iteration 34Q: 3 clusters Score -2254675 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -2254684.750000 Penalty: 2930.301025
	Iteration 35Q: 3 clusters Score -2254685 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -2254697.750000 Penalty: 2930.301025
	Iteration 36Q: 3 clusters Score -2254698 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -2254707.500000 Penalty: 2930.301025
	Iteration 37Q: 3 clusters Score -2254708 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -2254713.000000 Penalty: 2930.301025
	Iteration 38Q: 3 clusters Score -2254713 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14452 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -2254726.500000 Penalty: 2930.301025
	Iteration 39Q: 3 clusters Score -2254726 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -2254733.000000 Penalty: 2930.301025
	Iteration 40F: 3 clusters Score -2254733 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -2254744.000000 Penalty: 2930.301025
	Iteration 41Q: 3 clusters Score -2254744 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -2254757.750000 Penalty: 2930.301025
	Iteration 42Q: 3 clusters Score -2254758 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -2254774.000000 Penalty: 2930.301025
	Iteration 43Q: 3 clusters Score -2254774 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -2254779.250000 Penalty: 2930.301025
	Iteration 44Q: 3 clusters Score -2254779 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -2254784.750000 Penalty: 2930.301025
	Iteration 45Q: 3 clusters Score -2254785 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -2254787.000000 Penalty: 2930.301025
	Iteration 46Q: 3 clusters Score -2254787 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -2254793.750000 Penalty: 2930.301025
	Iteration 47Q: 3 clusters Score -2254794 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -2254800.000000 Penalty: 2930.301025
	Iteration 48Q: 3 clusters Score -2254800 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -2254796.500000 Penalty: 2930.301025
	Iteration 49Q: 3 clusters Score -2254796 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -2254796.750000 Penalty: 2930.301025
	Iteration 50Q: 3 clusters Score -2254797 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -2254796.000000 Penalty: 2930.301025
	Iteration 51Q: 3 clusters Score -2254796 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -2254795.750000 Penalty: 2930.301025
	Iteration 52Q: 3 clusters Score -2254796 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -2254808.750000 Penalty: 2930.301025
	Iteration 53Q: 3 clusters Score -2254809 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -2254810.500000 Penalty: 2930.301025
	Iteration 54Q: 3 clusters Score -2254810 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -2254812.750000 Penalty: 2930.301025
	Iteration 55Q: 3 clusters Score -2254813 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -2254808.000000 Penalty: 2930.301025
	Iteration 56Q: 3 clusters Score -2254808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -2254812.000000 Penalty: 2930.301025
	Iteration 57Q: 3 clusters Score -2254812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -2254816.250000 Penalty: 2930.301025
	Iteration 58Q: 3 clusters Score -2254816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -2254822.250000 Penalty: 2930.301025
	Iteration 59Q: 3 clusters Score -2254822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -2254820.250000 Penalty: 2930.301025
	Iteration 60F: 3 clusters Score -2254820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -2254820.500000 Penalty: 2930.301025
	Iteration 61Q: 3 clusters Score -2254820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -2254817.500000 Penalty: 2930.301025
	Iteration 62Q: 3 clusters Score -2254818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -2254818.000000 Penalty: 2930.301025
	Iteration 63Q: 3 clusters Score -2254818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -2254822.250000 Penalty: 2930.301025
	Iteration 64Q: 3 clusters Score -2254822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -2254821.000000 Penalty: 2930.301025
	Iteration 65Q: 3 clusters Score -2254821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -2254822.000000 Penalty: 2930.301025
	Iteration 66Q: 3 clusters Score -2254822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -2254824.750000 Penalty: 2930.301025
	Iteration 67Q: 3 clusters Score -2254825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -2254824.750000 Penalty: 2930.301025
	Iteration 68F: 3 clusters Score -2254825 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (12043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Entering Unmasked Estep 
Score: -1445413.375000 Penalty: 1398.160400
	Iteration 0F: 2 clusters Score -1445413 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1437403.750000 Penalty: 2796.320801
	Iteration 0F: 3 clusters Score -1437404 nChanged 5061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1440105.750000 Penalty: 2796.320801
	Iteration 1F: 3 clusters Score -1440106 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1440525.000000 Penalty: 2796.320801
	Iteration 2F: 3 clusters Score -1440525 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1440884.000000 Penalty: 2796.320801
	Iteration 3F: 3 clusters Score -1440884 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1441261.875000 Penalty: 2796.320801
	Iteration 4F: 3 clusters Score -1441262 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1441649.250000 Penalty: 2796.320801
	Iteration 5F: 3 clusters Score -1441649 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1441996.750000 Penalty: 2796.320801
	Iteration 6Q: 3 clusters Score -1441997 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1442328.250000 Penalty: 2796.320801
	Iteration 7Q: 3 clusters Score -1442328 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1442671.000000 Penalty: 2796.320801
	Iteration 8Q: 3 clusters Score -1442671 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1443010.625000 Penalty: 2796.320801
	Iteration 9Q: 3 clusters Score -1443011 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1443360.250000 Penalty: 2796.320801
	Iteration 10Q: 3 clusters Score -1443360 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1443690.250000 Penalty: 2796.320801
	Iteration 11Q: 3 clusters Score -1443690 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1443941.125000 Penalty: 2796.320801
	Iteration 12Q: 3 clusters Score -1443941 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1444137.875000 Penalty: 2796.320801
	Iteration 13Q: 3 clusters Score -1444138 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1444295.500000 Penalty: 2796.320801
	Iteration 14Q: 3 clusters Score -1444296 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1444419.375000 Penalty: 2796.320801
	Iteration 15Q: 3 clusters Score -1444419 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1444514.375000 Penalty: 2796.320801
	Iteration 16Q: 3 clusters Score -1444514 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1444578.750000 Penalty: 2796.320801
	Iteration 17Q: 3 clusters Score -1444579 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1444623.000000 Penalty: 2796.320801
	Iteration 18Q: 3 clusters Score -1444623 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1444669.250000 Penalty: 2796.320801
	Iteration 19Q: 3 clusters Score -1444669 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1444699.875000 Penalty: 2796.320801
	Iteration 20F: 3 clusters Score -1444700 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1444726.500000 Penalty: 2796.320801
	Iteration 21Q: 3 clusters Score -1444726 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1444743.000000 Penalty: 2796.320801
	Iteration 22Q: 3 clusters Score -1444743 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1444760.125000 Penalty: 2796.320801
	Iteration 23Q: 3 clusters Score -1444760 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1444770.625000 Penalty: 2796.320801
	Iteration 24Q: 3 clusters Score -1444771 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1444774.625000 Penalty: 2796.320801
	Iteration 25Q: 3 clusters Score -1444775 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1444779.000000 Penalty: 2796.320801
	Iteration 26Q: 3 clusters Score -1444779 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1444786.750000 Penalty: 2796.320801
	Iteration 27Q: 3 clusters Score -1444787 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1444786.250000 Penalty: 2796.320801
	Iteration 28Q: 3 clusters Score -1444786 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1444790.375000 Penalty: 2796.320801
	Iteration 29Q: 3 clusters Score -1444790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1444793.625000 Penalty: 2796.320801
	Iteration 30Q: 3 clusters Score -1444794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1444793.000000 Penalty: 2796.320801
	Iteration 31Q: 3 clusters Score -1444793 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1444794.250000 Penalty: 2796.320801
	Iteration 32Q: 3 clusters Score -1444794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1444793.125000 Penalty: 2796.320801
	Iteration 33Q: 3 clusters Score -1444793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1444793.875000 Penalty: 2796.320801
	Iteration 34Q: 3 clusters Score -1444794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1444794.375000 Penalty: 2796.320801
	Iteration 35Q: 3 clusters Score -1444794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1444794.500000 Penalty: 2796.320801
	Iteration 36Q: 3 clusters Score -1444794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1444795.500000 Penalty: 2796.320801
	Iteration 37Q: 3 clusters Score -1444796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1444796.625000 Penalty: 2796.320801
	Iteration 38Q: 3 clusters Score -1444797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1444797.250000 Penalty: 2796.320801
	Iteration 39Q: 3 clusters Score -1444797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1444798.375000 Penalty: 2796.320801
	Iteration 40F: 3 clusters Score -1444798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1444800.500000 Penalty: 2796.320801
	Iteration 41Q: 3 clusters Score -1444800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1444800.750000 Penalty: 2796.320801
	Iteration 42Q: 3 clusters Score -1444801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1444801.000000 Penalty: 2796.320801
	Iteration 43Q: 3 clusters Score -1444801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1444801.625000 Penalty: 2796.320801
	Iteration 44Q: 3 clusters Score -1444802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1444801.625000 Penalty: 2796.320801
	Iteration 45F: 3 clusters Score -1444802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Entering Unmasked Estep 
Score: -22910.535156 Penalty: 848.226074
	Iteration 0F: 2 clusters Score -22910.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -22207.058594 Penalty: 1696.452148
	Iteration 0F: 3 clusters Score -22207.06 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -22413.007812 Penalty: 1696.452148
	Iteration 1F: 3 clusters Score -22413.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -22449.505859 Penalty: 1696.452148
	Iteration 2Q: 3 clusters Score -22449.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -22480.466797 Penalty: 1696.452148
	Iteration 3Q: 3 clusters Score -22480.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -22502.197266 Penalty: 1696.452148
	Iteration 4Q: 3 clusters Score -22502.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -22533.078125 Penalty: 1696.452148
	Iteration 5Q: 3 clusters Score -22533.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -22541.330078 Penalty: 1696.452148
	Iteration 6Q: 3 clusters Score -22541.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -22546.761719 Penalty: 1696.452148
	Iteration 7Q: 3 clusters Score -22546.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -22548.091797 Penalty: 1696.452148
	Iteration 8Q: 3 clusters Score -22548.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -22548.091797 Penalty: 1696.452148
	Iteration 9F: 3 clusters Score -22548.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (16048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Entering Unmasked Estep 
Score: -2039455.750000 Penalty: 1440.880859
	Iteration 0F: 2 clusters Score -2039456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -2028781.500000 Penalty: 2881.761719
	Iteration 0F: 3 clusters Score -2028782 nChanged 6978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -2032464.375000 Penalty: 2881.761719
	Iteration 1F: 3 clusters Score -2032464 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -2032788.000000 Penalty: 2881.761719
	Iteration 2F: 3 clusters Score -2032788 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -2033027.750000 Penalty: 2881.761719
	Iteration 3Q: 3 clusters Score -2033028 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -2033235.500000 Penalty: 2881.761719
	Iteration 4Q: 3 clusters Score -2033236 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -2033432.750000 Penalty: 2881.761719
	Iteration 5Q: 3 clusters Score -2033433 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -2033673.000000 Penalty: 2881.761719
	Iteration 6Q: 3 clusters Score -2033673 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -2033953.125000 Penalty: 2881.761719
	Iteration 7Q: 3 clusters Score -2033953 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -2034321.625000 Penalty: 2881.761719
	Iteration 8Q: 3 clusters Score -2034322 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -2034813.000000 Penalty: 2881.761719
	Iteration 9F: 3 clusters Score -2034813 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -2035412.000000 Penalty: 2881.761719
	Iteration 10F: 3 clusters Score -2035412 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -2036025.625000 Penalty: 2881.761719
	Iteration 11F: 3 clusters Score -2036026 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -2036615.375000 Penalty: 2881.761719
	Iteration 12Q: 3 clusters Score -2036615 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2037080.250000 Penalty: 2881.761719
	Iteration 13Q: 3 clusters Score -2037080 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2037417.750000 Penalty: 2881.761719
	Iteration 14Q: 3 clusters Score -2037418 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2037680.875000 Penalty: 2881.761719
	Iteration 15Q: 3 clusters Score -2037681 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2037873.500000 Penalty: 2881.761719
	Iteration 16Q: 3 clusters Score -2037874 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2038012.250000 Penalty: 2881.761719
	Iteration 17Q: 3 clusters Score -2038012 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2038100.250000 Penalty: 2881.761719
	Iteration 18Q: 3 clusters Score -2038100 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -2038163.125000 Penalty: 2881.761719
	Iteration 19Q: 3 clusters Score -2038163 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2038208.500000 Penalty: 2881.761719
	Iteration 20F: 3 clusters Score -2038208 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2038231.250000 Penalty: 2881.761719
	Iteration 21Q: 3 clusters Score -2038231 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2038248.000000 Penalty: 2881.761719
	Iteration 22Q: 3 clusters Score -2038248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2038255.750000 Penalty: 2881.761719
	Iteration 23Q: 3 clusters Score -2038256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2038263.250000 Penalty: 2881.761719
	Iteration 24Q: 3 clusters Score -2038263 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2038274.000000 Penalty: 2881.761719
	Iteration 25Q: 3 clusters Score -2038274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2038290.000000 Penalty: 2881.761719
	Iteration 26Q: 3 clusters Score -2038290 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2038303.125000 Penalty: 2881.761719
	Iteration 27Q: 3 clusters Score -2038303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2038310.250000 Penalty: 2881.761719
	Iteration 28Q: 3 clusters Score -2038310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2038316.000000 Penalty: 2881.761719
	Iteration 29Q: 3 clusters Score -2038316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2038320.500000 Penalty: 2881.761719
	Iteration 30Q: 3 clusters Score -2038320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2038322.875000 Penalty: 2881.761719
	Iteration 31Q: 3 clusters Score -2038323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2038328.875000 Penalty: 2881.761719
	Iteration 32Q: 3 clusters Score -2038329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -2038331.625000 Penalty: 2881.761719
	Iteration 33Q: 3 clusters Score -2038332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2038336.250000 Penalty: 2881.761719
	Iteration 34Q: 3 clusters Score -2038336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2038340.875000 Penalty: 2881.761719
	Iteration 35Q: 3 clusters Score -2038341 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2038345.125000 Penalty: 2881.761719
	Iteration 36Q: 3 clusters Score -2038345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2038352.500000 Penalty: 2881.761719
	Iteration 37Q: 3 clusters Score -2038352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2038358.000000 Penalty: 2881.761719
	Iteration 38Q: 3 clusters Score -2038358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2038360.125000 Penalty: 2881.761719
	Iteration 39Q: 3 clusters Score -2038360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2038362.000000 Penalty: 2881.761719
	Iteration 40F: 3 clusters Score -2038362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2038361.250000 Penalty: 2881.761719
	Iteration 41Q: 3 clusters Score -2038361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2038362.875000 Penalty: 2881.761719
	Iteration 42Q: 3 clusters Score -2038363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2038362.875000 Penalty: 2881.761719
	Iteration 43F: 3 clusters Score -2038363 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Entering Unmasked Estep 
Score: -38564.253906 Penalty: 893.745422
	Iteration 0F: 2 clusters Score -38564.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -37770.167969 Penalty: 1787.490845
	Iteration 0F: 3 clusters Score -37770.17 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -37896.316406 Penalty: 1787.490845
	Iteration 1F: 3 clusters Score -37896.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -37939.558594 Penalty: 1787.490845
	Iteration 2Q: 3 clusters Score -37939.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -37982.261719 Penalty: 1787.490845
	Iteration 3Q: 3 clusters Score -37982.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -37993.335938 Penalty: 1787.490845
	Iteration 4Q: 3 clusters Score -37993.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -37997.578125 Penalty: 1787.490845
	Iteration 5Q: 3 clusters Score -37997.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -37997.578125 Penalty: 1787.490845
	Iteration 6F: 3 clusters Score -37997.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Entering Unmasked Estep 
Score: -188527.125000 Penalty: 1100.757202
	Iteration 0F: 2 clusters Score -188527.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -186836.906250 Penalty: 2201.514404
	Iteration 0F: 3 clusters Score -186836.9 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -187284.375000 Penalty: 2201.514404
	Iteration 1F: 3 clusters Score -187284.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -187418.515625 Penalty: 2201.514404
	Iteration 2F: 3 clusters Score -187418.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -187504.687500 Penalty: 2201.514404
	Iteration 3Q: 3 clusters Score -187504.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -187563.796875 Penalty: 2201.514404
	Iteration 4Q: 3 clusters Score -187563.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -187617.046875 Penalty: 2201.514404
	Iteration 5Q: 3 clusters Score -187617 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -187642.515625 Penalty: 2201.514404
	Iteration 6Q: 3 clusters Score -187642.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -187659.546875 Penalty: 2201.514404
	Iteration 7Q: 3 clusters Score -187659.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -187674.437500 Penalty: 2201.514404
	Iteration 8Q: 3 clusters Score -187674.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -187697.968750 Penalty: 2201.514404
	Iteration 9Q: 3 clusters Score -187698 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -187726.406250 Penalty: 2201.514404
	Iteration 10Q: 3 clusters Score -187726.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -187746.718750 Penalty: 2201.514404
	Iteration 11Q: 3 clusters Score -187746.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -187763.140625 Penalty: 2201.514404
	Iteration 12Q: 3 clusters Score -187763.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -187782.812500 Penalty: 2201.514404
	Iteration 13Q: 3 clusters Score -187782.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -187796.843750 Penalty: 2201.514404
	Iteration 14Q: 3 clusters Score -187796.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -187803.781250 Penalty: 2201.514404
	Iteration 15Q: 3 clusters Score -187803.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -187812.640625 Penalty: 2201.514404
	Iteration 16Q: 3 clusters Score -187812.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -187827.421875 Penalty: 2201.514404
	Iteration 17Q: 3 clusters Score -187827.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -187843.312500 Penalty: 2201.514404
	Iteration 18Q: 3 clusters Score -187843.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -187851.812500 Penalty: 2201.514404
	Iteration 19Q: 3 clusters Score -187851.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -187865.093750 Penalty: 2201.514404
	Iteration 20F: 3 clusters Score -187865.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -187873.812500 Penalty: 2201.514404
	Iteration 21Q: 3 clusters Score -187873.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -187879.875000 Penalty: 2201.514404
	Iteration 22Q: 3 clusters Score -187879.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -187888.484375 Penalty: 2201.514404
	Iteration 23Q: 3 clusters Score -187888.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -187896.437500 Penalty: 2201.514404
	Iteration 24Q: 3 clusters Score -187896.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -187900.156250 Penalty: 2201.514404
	Iteration 25Q: 3 clusters Score -187900.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -187903.390625 Penalty: 2201.514404
	Iteration 26Q: 3 clusters Score -187903.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -187906.984375 Penalty: 2201.514404
	Iteration 27Q: 3 clusters Score -187907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -187910.765625 Penalty: 2201.514404
	Iteration 28Q: 3 clusters Score -187910.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -187913.375000 Penalty: 2201.514404
	Iteration 29Q: 3 clusters Score -187913.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -187914.312500 Penalty: 2201.514404
	Iteration 30Q: 3 clusters Score -187914.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -187915.968750 Penalty: 2201.514404
	Iteration 31Q: 3 clusters Score -187916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -187919.859375 Penalty: 2201.514404
	Iteration 32Q: 3 clusters Score -187919.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -187921.390625 Penalty: 2201.514404
	Iteration 33Q: 3 clusters Score -187921.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -187923.625000 Penalty: 2201.514404
	Iteration 34Q: 3 clusters Score -187923.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -187926.265625 Penalty: 2201.514404
	Iteration 35Q: 3 clusters Score -187926.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -187926.265625 Penalty: 2201.514404
	Iteration 36F: 3 clusters Score -187926.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -9972.875977 Penalty: 752.369385
	Iteration 0F: 2 clusters Score -9972.876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -9501.547852 Penalty: 1504.738770
	Iteration 0F: 3 clusters Score -9501.548 nChanged 6
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: -9540.497070 Penalty: 1504.738770
	Iteration 1Q: 3 clusters Score -9540.497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9571.801758 Penalty: 1504.738770
	Iteration 2Q: 3 clusters Score -9571.802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -9571.801758 Penalty: 1504.738770
	Iteration 3F: 3 clusters Score -9571.802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -28486.371094 Penalty: 853.121216
	Iteration 0F: 2 clusters Score -28486.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -27751.742188 Penalty: 1706.242432
	Iteration 0F: 3 clusters Score -27751.74 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -27911.208984 Penalty: 1706.242432
	Iteration 1F: 3 clusters Score -27911.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -27965.824219 Penalty: 1706.242432
	Iteration 2Q: 3 clusters Score -27965.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -27979.031250 Penalty: 1706.242432
	Iteration 3Q: 3 clusters Score -27979.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -27979.031250 Penalty: 1706.242432
	Iteration 4F: 3 clusters Score -27979.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (6860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Entering Unmasked Estep 
Score: -869659.625000 Penalty: 1314.419312
	Iteration 0F: 2 clusters Score -869659.6 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 3429 members 
Entering Unmasked Estep 
Score: -864896.000000 Penalty: 2628.838623
	Iteration 0F: 3 clusters Score -864896 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -866330.500000 Penalty: 2628.838623
	Iteration 1F: 3 clusters Score -866330.5 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -866579.875000 Penalty: 2628.838623
	Iteration 2F: 3 clusters Score -866579.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -866733.812500 Penalty: 2628.838623
	Iteration 3Q: 3 clusters Score -866733.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -866853.812500 Penalty: 2628.838623
	Iteration 4Q: 3 clusters Score -866853.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -866936.875000 Penalty: 2628.838623
	Iteration 5Q: 3 clusters Score -866936.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -867004.125000 Penalty: 2628.838623
	Iteration 6Q: 3 clusters Score -867004.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -867052.250000 Penalty: 2628.838623
	Iteration 7Q: 3 clusters Score -867052.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -867078.125000 Penalty: 2628.838623
	Iteration 8Q: 3 clusters Score -867078.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -867100.187500 Penalty: 2628.838623
	Iteration 9Q: 3 clusters Score -867100.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -867116.125000 Penalty: 2628.838623
	Iteration 10Q: 3 clusters Score -867116.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -867127.312500 Penalty: 2628.838623
	Iteration 11Q: 3 clusters Score -867127.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -867142.062500 Penalty: 2628.838623
	Iteration 12Q: 3 clusters Score -867142.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -867161.937500 Penalty: 2628.838623
	Iteration 13Q: 3 clusters Score -867161.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -867171.937500 Penalty: 2628.838623
	Iteration 14Q: 3 clusters Score -867171.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -867182.187500 Penalty: 2628.838623
	Iteration 15Q: 3 clusters Score -867182.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -867189.812500 Penalty: 2628.838623
	Iteration 16Q: 3 clusters Score -867189.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -867197.562500 Penalty: 2628.838623
	Iteration 17Q: 3 clusters Score -867197.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -867203.000000 Penalty: 2628.838623
	Iteration 18Q: 3 clusters Score -867203 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -867207.875000 Penalty: 2628.838623
	Iteration 19Q: 3 clusters Score -867207.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -867210.937500 Penalty: 2628.838623
	Iteration 20F: 3 clusters Score -867210.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -867211.562500 Penalty: 2628.838623
	Iteration 21Q: 3 clusters Score -867211.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -867215.687500 Penalty: 2628.838623
	Iteration 22Q: 3 clusters Score -867215.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -867220.812500 Penalty: 2628.838623
	Iteration 23Q: 3 clusters Score -867220.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -867226.500000 Penalty: 2628.838623
	Iteration 24Q: 3 clusters Score -867226.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -867229.687500 Penalty: 2628.838623
	Iteration 25Q: 3 clusters Score -867229.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -867231.062500 Penalty: 2628.838623
	Iteration 26Q: 3 clusters Score -867231.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -867236.250000 Penalty: 2628.838623
	Iteration 27Q: 3 clusters Score -867236.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -867242.812500 Penalty: 2628.838623
	Iteration 28Q: 3 clusters Score -867242.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -867246.437500 Penalty: 2628.838623
	Iteration 29Q: 3 clusters Score -867246.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -867251.750000 Penalty: 2628.838623
	Iteration 30Q: 3 clusters Score -867251.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -867254.500000 Penalty: 2628.838623
	Iteration 31Q: 3 clusters Score -867254.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -867258.500000 Penalty: 2628.838623
	Iteration 32Q: 3 clusters Score -867258.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -867259.875000 Penalty: 2628.838623
	Iteration 33Q: 3 clusters Score -867259.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -867261.875000 Penalty: 2628.838623
	Iteration 34Q: 3 clusters Score -867261.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -867265.687500 Penalty: 2628.838623
	Iteration 35Q: 3 clusters Score -867265.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -867268.437500 Penalty: 2628.838623
	Iteration 36Q: 3 clusters Score -867268.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -867268.875000 Penalty: 2628.838623
	Iteration 37Q: 3 clusters Score -867268.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -867269.500000 Penalty: 2628.838623
	Iteration 38Q: 3 clusters Score -867269.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -867267.875000 Penalty: 2628.838623
	Iteration 39Q: 3 clusters Score -867267.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -867270.500000 Penalty: 2628.838623
	Iteration 40F: 3 clusters Score -867270.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -867271.500000 Penalty: 2628.838623
	Iteration 41Q: 3 clusters Score -867271.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -867271.625000 Penalty: 2628.838623
	Iteration 42Q: 3 clusters Score -867271.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -867272.562500 Penalty: 2628.838623
	Iteration 43Q: 3 clusters Score -867272.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -867275.125000 Penalty: 2628.838623
	Iteration 44Q: 3 clusters Score -867275.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -867276.500000 Penalty: 2628.838623
	Iteration 45Q: 3 clusters Score -867276.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -867277.125000 Penalty: 2628.838623
	Iteration 46Q: 3 clusters Score -867277.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -867279.875000 Penalty: 2628.838623
	Iteration 47Q: 3 clusters Score -867279.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -867280.750000 Penalty: 2628.838623
	Iteration 48Q: 3 clusters Score -867280.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -867280.000000 Penalty: 2628.838623
	Iteration 49Q: 3 clusters Score -867280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -867283.125000 Penalty: 2628.838623
	Iteration 50Q: 3 clusters Score -867283.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -867283.125000 Penalty: 2628.838623
	Iteration 51Q: 3 clusters Score -867283.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -867286.500000 Penalty: 2628.838623
	Iteration 52Q: 3 clusters Score -867286.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -867285.437500 Penalty: 2628.838623
	Iteration 53Q: 3 clusters Score -867285.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -867286.000000 Penalty: 2628.838623
	Iteration 54Q: 3 clusters Score -867286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -867285.562500 Penalty: 2628.838623
	Iteration 55Q: 3 clusters Score -867285.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -867287.250000 Penalty: 2628.838623
	Iteration 56Q: 3 clusters Score -867287.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -867287.062500 Penalty: 2628.838623
	Iteration 57Q: 3 clusters Score -867287.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -867287.437500 Penalty: 2628.838623
	Iteration 58Q: 3 clusters Score -867287.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -867287.437500 Penalty: 2628.838623
	Iteration 59F: 3 clusters Score -867287.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Entering Unmasked Estep 
Score: -44676.792969 Penalty: 891.157471
	Iteration 0F: 2 clusters Score -44676.79 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 200 members 
Entering Unmasked Estep 
Score: -43849.359375 Penalty: 1782.314941
	Iteration 0F: 3 clusters Score -43849.36 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -44053.855469 Penalty: 1782.314941
	Iteration 1F: 3 clusters Score -44053.86 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -44150.734375 Penalty: 1782.314941
	Iteration 2F: 3 clusters Score -44150.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -44192.171875 Penalty: 1782.314941
	Iteration 3Q: 3 clusters Score -44192.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -44251.250000 Penalty: 1782.314941
	Iteration 4Q: 3 clusters Score -44251.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -44280.933594 Penalty: 1782.314941
	Iteration 5Q: 3 clusters Score -44280.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -44283.593750 Penalty: 1782.314941
	Iteration 6Q: 3 clusters Score -44283.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -44295.617188 Penalty: 1782.314941
	Iteration 7Q: 3 clusters Score -44295.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -44329.554688 Penalty: 1782.314941
	Iteration 8Q: 3 clusters Score -44329.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -44346.328125 Penalty: 1782.314941
	Iteration 9Q: 3 clusters Score -44346.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -44350.449219 Penalty: 1782.314941
	Iteration 10Q: 3 clusters Score -44350.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -44352.011719 Penalty: 1782.314941
	Iteration 11Q: 3 clusters Score -44352.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -44352.011719 Penalty: 1782.314941
	Iteration 12F: 3 clusters Score -44352.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (9164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Entering Unmasked Estep 
Score: -1142009.125000 Penalty: 1357.508179
	Iteration 0F: 2 clusters Score -1142009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1135818.125000 Penalty: 2715.016357
	Iteration 0F: 3 clusters Score -1135818 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1137863.500000 Penalty: 2715.016357
	Iteration 1F: 3 clusters Score -1137864 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1138295.750000 Penalty: 2715.016357
	Iteration 2F: 3 clusters Score -1138296 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1138695.000000 Penalty: 2715.016357
	Iteration 3F: 3 clusters Score -1138695 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1139097.625000 Penalty: 2715.016357
	Iteration 4F: 3 clusters Score -1139098 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1139514.000000 Penalty: 2715.016357
	Iteration 5F: 3 clusters Score -1139514 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1139845.750000 Penalty: 2715.016357
	Iteration 6F: 3 clusters Score -1139846 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1140120.125000 Penalty: 2715.016357
	Iteration 7Q: 3 clusters Score -1140120 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1140327.625000 Penalty: 2715.016357
	Iteration 8Q: 3 clusters Score -1140328 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1140512.250000 Penalty: 2715.016357
	Iteration 9Q: 3 clusters Score -1140512 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1140666.625000 Penalty: 2715.016357
	Iteration 10Q: 3 clusters Score -1140667 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1140783.375000 Penalty: 2715.016357
	Iteration 11Q: 3 clusters Score -1140783 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1140903.625000 Penalty: 2715.016357
	Iteration 12Q: 3 clusters Score -1140904 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1140980.750000 Penalty: 2715.016357
	Iteration 13Q: 3 clusters Score -1140981 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1141030.250000 Penalty: 2715.016357
	Iteration 14Q: 3 clusters Score -1141030 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1141064.750000 Penalty: 2715.016357
	Iteration 15Q: 3 clusters Score -1141065 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1141102.500000 Penalty: 2715.016357
	Iteration 16Q: 3 clusters Score -1141102 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1141137.000000 Penalty: 2715.016357
	Iteration 17Q: 3 clusters Score -1141137 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1141165.500000 Penalty: 2715.016357
	Iteration 18Q: 3 clusters Score -1141166 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1141188.750000 Penalty: 2715.016357
	Iteration 19Q: 3 clusters Score -1141189 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1141208.000000 Penalty: 2715.016357
	Iteration 20F: 3 clusters Score -1141208 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1141222.875000 Penalty: 2715.016357
	Iteration 21Q: 3 clusters Score -1141223 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1141229.250000 Penalty: 2715.016357
	Iteration 22Q: 3 clusters Score -1141229 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1141246.375000 Penalty: 2715.016357
	Iteration 23Q: 3 clusters Score -1141246 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1141254.500000 Penalty: 2715.016357
	Iteration 24Q: 3 clusters Score -1141254 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1141255.500000 Penalty: 2715.016357
	Iteration 25Q: 3 clusters Score -1141256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1141264.000000 Penalty: 2715.016357
	Iteration 26Q: 3 clusters Score -1141264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1141265.375000 Penalty: 2715.016357
	Iteration 27Q: 3 clusters Score -1141265 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1141267.500000 Penalty: 2715.016357
	Iteration 28Q: 3 clusters Score -1141268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1141264.000000 Penalty: 2715.016357
	Iteration 29Q: 3 clusters Score -1141264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1141270.375000 Penalty: 2715.016357
	Iteration 30Q: 3 clusters Score -1141270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1141273.750000 Penalty: 2715.016357
	Iteration 31Q: 3 clusters Score -1141274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1141275.000000 Penalty: 2715.016357
	Iteration 32Q: 3 clusters Score -1141275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1141274.125000 Penalty: 2715.016357
	Iteration 33Q: 3 clusters Score -1141274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1141274.000000 Penalty: 2715.016357
	Iteration 34Q: 3 clusters Score -1141274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1141275.125000 Penalty: 2715.016357
	Iteration 35Q: 3 clusters Score -1141275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1141275.625000 Penalty: 2715.016357
	Iteration 36Q: 3 clusters Score -1141276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1141275.625000 Penalty: 2715.016357
	Iteration 37F: 3 clusters Score -1141276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (9450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Entering Unmasked Estep 
Score: -1199336.000000 Penalty: 1362.081055
	Iteration 0F: 2 clusters Score -1199336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1192889.375000 Penalty: 2724.162109
	Iteration 0F: 3 clusters Score -1192889 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1194953.875000 Penalty: 2724.162109
	Iteration 1F: 3 clusters Score -1194954 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1195230.500000 Penalty: 2724.162109
	Iteration 2F: 3 clusters Score -1195230 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1195421.000000 Penalty: 2724.162109
	Iteration 3Q: 3 clusters Score -1195421 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1195571.125000 Penalty: 2724.162109
	Iteration 4Q: 3 clusters Score -1195571 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1195721.000000 Penalty: 2724.162109
	Iteration 5Q: 3 clusters Score -1195721 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1195894.750000 Penalty: 2724.162109
	Iteration 6Q: 3 clusters Score -1195895 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1196073.375000 Penalty: 2724.162109
	Iteration 7Q: 3 clusters Score -1196073 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1196258.125000 Penalty: 2724.162109
	Iteration 8Q: 3 clusters Score -1196258 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1196472.875000 Penalty: 2724.162109
	Iteration 9Q: 3 clusters Score -1196473 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1196730.250000 Penalty: 2724.162109
	Iteration 10Q: 3 clusters Score -1196730 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1197000.750000 Penalty: 2724.162109
	Iteration 11Q: 3 clusters Score -1197001 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1197234.375000 Penalty: 2724.162109
	Iteration 12Q: 3 clusters Score -1197234 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1197444.500000 Penalty: 2724.162109
	Iteration 13Q: 3 clusters Score -1197444 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1197643.750000 Penalty: 2724.162109
	Iteration 14Q: 3 clusters Score -1197644 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1197802.750000 Penalty: 2724.162109
	Iteration 15Q: 3 clusters Score -1197803 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1197924.875000 Penalty: 2724.162109
	Iteration 16Q: 3 clusters Score -1197925 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1198013.125000 Penalty: 2724.162109
	Iteration 17Q: 3 clusters Score -1198013 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1198079.000000 Penalty: 2724.162109
	Iteration 18Q: 3 clusters Score -1198079 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1198122.125000 Penalty: 2724.162109
	Iteration 19Q: 3 clusters Score -1198122 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1198153.375000 Penalty: 2724.162109
	Iteration 20F: 3 clusters Score -1198153 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1198167.750000 Penalty: 2724.162109
	Iteration 21Q: 3 clusters Score -1198168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1198174.500000 Penalty: 2724.162109
	Iteration 22Q: 3 clusters Score -1198174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1198178.375000 Penalty: 2724.162109
	Iteration 23Q: 3 clusters Score -1198178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1198187.125000 Penalty: 2724.162109
	Iteration 24Q: 3 clusters Score -1198187 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1198201.000000 Penalty: 2724.162109
	Iteration 25Q: 3 clusters Score -1198201 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1198208.250000 Penalty: 2724.162109
	Iteration 26Q: 3 clusters Score -1198208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1198221.625000 Penalty: 2724.162109
	Iteration 27Q: 3 clusters Score -1198222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1198228.000000 Penalty: 2724.162109
	Iteration 28Q: 3 clusters Score -1198228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -1198236.250000 Penalty: 2724.162109
	Iteration 29Q: 3 clusters Score -1198236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1198241.125000 Penalty: 2724.162109
	Iteration 30Q: 3 clusters Score -1198241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1198242.875000 Penalty: 2724.162109
	Iteration 31Q: 3 clusters Score -1198243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1198248.000000 Penalty: 2724.162109
	Iteration 32Q: 3 clusters Score -1198248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1198248.000000 Penalty: 2724.162109
	Iteration 33F: 3 clusters Score -1198248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (21991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21991 members 
Entering Unmasked Estep 
Score: -2834501.750000 Penalty: 1487.760254
	Iteration 0F: 2 clusters Score -2834502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -2820250.000000 Penalty: 2975.520508
	Iteration 0F: 3 clusters Score -2820250 nChanged 9640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -2825258.750000 Penalty: 2975.520508
	Iteration 1F: 3 clusters Score -2825259 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -2825654.750000 Penalty: 2975.520508
	Iteration 2F: 3 clusters Score -2825655 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -2825966.500000 Penalty: 2975.520508
	Iteration 3Q: 3 clusters Score -2825966 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -2826214.500000 Penalty: 2975.520508
	Iteration 4Q: 3 clusters Score -2826214 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -2826424.500000 Penalty: 2975.520508
	Iteration 5Q: 3 clusters Score -2826424 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -2826603.500000 Penalty: 2975.520508
	Iteration 6Q: 3 clusters Score -2826604 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -2826774.250000 Penalty: 2975.520508
	Iteration 7Q: 3 clusters Score -2826774 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -2826951.000000 Penalty: 2975.520508
	Iteration 8Q: 3 clusters Score -2826951 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -2827214.500000 Penalty: 2975.520508
	Iteration 9Q: 3 clusters Score -2827214 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -2827500.500000 Penalty: 2975.520508
	Iteration 10Q: 3 clusters Score -2827500 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -2827867.500000 Penalty: 2975.520508
	Iteration 11Q: 3 clusters Score -2827868 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -2828302.500000 Penalty: 2975.520508
	Iteration 12Q: 3 clusters Score -2828302 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -2828832.500000 Penalty: 2975.520508
	Iteration 13Q: 3 clusters Score -2828832 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -2829371.500000 Penalty: 2975.520508
	Iteration 14Q: 3 clusters Score -2829372 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -2829946.750000 Penalty: 2975.520508
	Iteration 15Q: 3 clusters Score -2829947 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -2830429.500000 Penalty: 2975.520508
	Iteration 16Q: 3 clusters Score -2830430 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -2830796.500000 Penalty: 2975.520508
	Iteration 17Q: 3 clusters Score -2830796 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -2831178.750000 Penalty: 2975.520508
	Iteration 18Q: 3 clusters Score -2831179 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -2831491.000000 Penalty: 2975.520508
	Iteration 19Q: 3 clusters Score -2831491 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -2831784.500000 Penalty: 2975.520508
	Iteration 20F: 3 clusters Score -2831784 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -2832035.750000 Penalty: 2975.520508
	Iteration 21Q: 3 clusters Score -2832036 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -2832296.000000 Penalty: 2975.520508
	Iteration 22Q: 3 clusters Score -2832296 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -2832557.000000 Penalty: 2975.520508
	Iteration 23Q: 3 clusters Score -2832557 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -2832743.500000 Penalty: 2975.520508
	Iteration 24Q: 3 clusters Score -2832744 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2832862.000000 Penalty: 2975.520508
	Iteration 25Q: 3 clusters Score -2832862 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2832961.500000 Penalty: 2975.520508
	Iteration 26Q: 3 clusters Score -2832962 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2833046.250000 Penalty: 2975.520508
	Iteration 27Q: 3 clusters Score -2833046 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2833111.750000 Penalty: 2975.520508
	Iteration 28Q: 3 clusters Score -2833112 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -2833162.250000 Penalty: 2975.520508
	Iteration 29Q: 3 clusters Score -2833162 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2833212.000000 Penalty: 2975.520508
	Iteration 30Q: 3 clusters Score -2833212 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21214 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2833259.500000 Penalty: 2975.520508
	Iteration 31Q: 3 clusters Score -2833260 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2833281.250000 Penalty: 2975.520508
	Iteration 32Q: 3 clusters Score -2833281 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -2833301.250000 Penalty: 2975.520508
	Iteration 33Q: 3 clusters Score -2833301 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2833311.000000 Penalty: 2975.520508
	Iteration 34Q: 3 clusters Score -2833311 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2833319.750000 Penalty: 2975.520508
	Iteration 35Q: 3 clusters Score -2833320 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2833331.500000 Penalty: 2975.520508
	Iteration 36Q: 3 clusters Score -2833332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2833341.250000 Penalty: 2975.520508
	Iteration 37Q: 3 clusters Score -2833341 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2833350.000000 Penalty: 2975.520508
	Iteration 38Q: 3 clusters Score -2833350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21354 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2833360.250000 Penalty: 2975.520508
	Iteration 39Q: 3 clusters Score -2833360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21361 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -2833364.750000 Penalty: 2975.520508
	Iteration 40F: 3 clusters Score -2833365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2833368.250000 Penalty: 2975.520508
	Iteration 41Q: 3 clusters Score -2833368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2833370.750000 Penalty: 2975.520508
	Iteration 42Q: 3 clusters Score -2833371 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2833371.750000 Penalty: 2975.520508
	Iteration 43Q: 3 clusters Score -2833372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21376 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2833380.750000 Penalty: 2975.520508
	Iteration 44Q: 3 clusters Score -2833381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2833382.250000 Penalty: 2975.520508
	Iteration 45Q: 3 clusters Score -2833382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2833382.500000 Penalty: 2975.520508
	Iteration 46Q: 3 clusters Score -2833382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2833391.000000 Penalty: 2975.520508
	Iteration 47Q: 3 clusters Score -2833391 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2833392.500000 Penalty: 2975.520508
	Iteration 48Q: 3 clusters Score -2833392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2833404.500000 Penalty: 2975.520508
	Iteration 49Q: 3 clusters Score -2833404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2833410.500000 Penalty: 2975.520508
	Iteration 50Q: 3 clusters Score -2833410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2833414.500000 Penalty: 2975.520508
	Iteration 51Q: 3 clusters Score -2833414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2833413.000000 Penalty: 2975.520508
	Iteration 52Q: 3 clusters Score -2833413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2833413.000000 Penalty: 2975.520508
	Iteration 53F: 3 clusters Score -2833413 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Entering Unmasked Estep 
Score: -20382.394531 Penalty: 820.398193
	Iteration 0F: 2 clusters Score -20382.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -19819.447266 Penalty: 1640.796387
	Iteration 0F: 3 clusters Score -19819.45 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -20051.466797 Penalty: 1640.796387
	Iteration 1F: 3 clusters Score -20051.47 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -20264.470703 Penalty: 1640.796387
	Iteration 2F: 3 clusters Score -20264.47 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -20514.265625 Penalty: 1640.796387
	Iteration 3F: 3 clusters Score -20514.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -20545.908203 Penalty: 1640.796387
	Iteration 4Q: 3 clusters Score -20545.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -20575.097656 Penalty: 1640.796387
	Iteration 5Q: 3 clusters Score -20575.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -20731.394531 Penalty: 1640.796387
	Iteration 6Q: 3 clusters Score -20731.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -20735.798828 Penalty: 1640.796387
	Iteration 7Q: 3 clusters Score -20735.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -20735.798828 Penalty: 1640.796387
	Iteration 8F: 3 clusters Score -20735.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62494 members 
Mstep: Class 2 contains 11596 members 
Mstep: Class 3 contains 75978 members 
Mstep: Class 4 contains 27629 members 
Mstep: Class 5 contains 28588 members 
Mstep: Class 6 contains 5677 members 
Mstep: Class 7 contains 65666 members 
Mstep: Class 8 contains 22361 members 
Mstep: Class 9 contains 274 members 
Mstep: Class 10 contains 6307 members 
Mstep: Class 11 contains 38498 members 
Mstep: Class 12 contains 2200 members 
Mstep: Class 13 contains 5619 members 
Mstep: Class 14 contains 65921 members 
Mstep: Class 15 contains 10408 members 
Mstep: Class 16 contains 11788 members 
Mstep: Class 17 contains 3883 members 
Mstep: Class 18 contains 27061 members 
Mstep: Class 19 contains 9900 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5522 members 
Mstep: Class 22 contains 15855 members 
Mstep: Class 23 contains 19450 members 
Mstep: Class 24 contains 3729 members 
Mstep: Class 25 contains 14457 members 
Mstep: Class 26 contains 5654 members 
Mstep: Class 27 contains 18891 members 
Mstep: Class 28 contains 12043 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 16048 members 
Mstep: Class 31 contains 406 members 
Mstep: Class 32 contains 1632 members 
Mstep: Class 33 contains 157 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6860 members 
Mstep: Class 36 contains 399 members 
Mstep: Class 37 contains 9164 members 
Mstep: Class 38 contains 9450 members 
Mstep: Class 39 contains 21991 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 162 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 21437 members 
Mstep: Class 45 contains 118 members 
Entering Unmasked Estep 
Score: -81012264.000000 Penalty: 89796.125000
Splitting cluster 40 changes total score from -80997320.000000 to -81012264.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 41 (407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Entering Unmasked Estep 
Score: -37834.394531 Penalty: 894.111450
	Iteration 0F: 2 clusters Score -37834.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -37019.210938 Penalty: 1788.222900
	Iteration 0F: 3 clusters Score -37019.21 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -37146.753906 Penalty: 1788.222900
	Iteration 1F: 3 clusters Score -37146.75 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -37185.800781 Penalty: 1788.222900
	Iteration 2Q: 3 clusters Score -37185.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -37207.992188 Penalty: 1788.222900
	Iteration 3Q: 3 clusters Score -37207.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -37218.562500 Penalty: 1788.222900
	Iteration 4Q: 3 clusters Score -37218.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -37229.031250 Penalty: 1788.222900
	Iteration 5Q: 3 clusters Score -37229.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -37230.113281 Penalty: 1788.222900
	Iteration 6Q: 3 clusters Score -37230.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -37230.996094 Penalty: 1788.222900
	Iteration 7Q: 3 clusters Score -37231 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -37230.996094 Penalty: 1788.222900
	Iteration 8F: 3 clusters Score -37231 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Entering Unmasked Estep 
Score: -10475.063477 Penalty: 757.034363
	Iteration 0F: 2 clusters Score -10475.06 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 78 members 
Entering Unmasked Estep 
Score: -10039.048828 Penalty: 1514.068726
	Iteration 0F: 3 clusters Score -10039.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -10104.471680 Penalty: 1514.068726
	Iteration 1F: 3 clusters Score -10104.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10143.455078 Penalty: 1514.068726
	Iteration 2Q: 3 clusters Score -10143.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -10143.455078 Penalty: 1514.068726
	Iteration 3F: 3 clusters Score -10143.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Entering Unmasked Estep 
Score: -14723.255859 Penalty: 756.112976
	Iteration 0F: 2 clusters Score -14723.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -14216.433594 Penalty: 1512.225952
	Iteration 0F: 3 clusters Score -14216.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -14283.808594 Penalty: 1512.225952
	Iteration 1F: 3 clusters Score -14283.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -14292.744141 Penalty: 1512.225952
	Iteration 2Q: 3 clusters Score -14292.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -14292.744141 Penalty: 1512.225952
	Iteration 3F: 3 clusters Score -14292.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62494 members 
Mstep: Class 2 contains 11596 members 
Mstep: Class 3 contains 75978 members 
Mstep: Class 4 contains 27629 members 
Mstep: Class 5 contains 28588 members 
Mstep: Class 6 contains 5677 members 
Mstep: Class 7 contains 65666 members 
Mstep: Class 8 contains 22361 members 
Mstep: Class 9 contains 274 members 
Mstep: Class 10 contains 6307 members 
Mstep: Class 11 contains 38498 members 
Mstep: Class 12 contains 2200 members 
Mstep: Class 13 contains 5619 members 
Mstep: Class 14 contains 65921 members 
Mstep: Class 15 contains 10408 members 
Mstep: Class 16 contains 11788 members 
Mstep: Class 17 contains 3883 members 
Mstep: Class 18 contains 27061 members 
Mstep: Class 19 contains 9900 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5522 members 
Mstep: Class 22 contains 15855 members 
Mstep: Class 23 contains 19450 members 
Mstep: Class 24 contains 3729 members 
Mstep: Class 25 contains 14457 members 
Mstep: Class 26 contains 5654 members 
Mstep: Class 27 contains 18891 members 
Mstep: Class 28 contains 12043 members 
Mstep: Class 29 contains 299 members 
Mstep: Class 30 contains 16048 members 
Mstep: Class 31 contains 406 members 
Mstep: Class 32 contains 1632 members 
Mstep: Class 33 contains 157 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6860 members 
Mstep: Class 36 contains 399 members 
Mstep: Class 37 contains 9164 members 
Mstep: Class 38 contains 9450 members 
Mstep: Class 39 contains 21991 members 
Mstep: Class 40 contains 130 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 162 members 
Mstep: Class 43 contains 161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 45. Lose 1497.530029 but Gain 1995.468750
Score: -81016712.000000 Penalty: 87800.648438
Iteration 199Q: 45 clusters Score -8.101671e+07 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62495 members 
Mstep: Class 2 contains 11606 members 
Mstep: Class 3 contains 75324 members 
Mstep: Class 4 contains 27667 members 
Mstep: Class 5 contains 29020 members 
Mstep: Class 6 contains 5671 members 
Mstep: Class 7 contains 65354 members 
Mstep: Class 8 contains 22369 members 
Mstep: Class 9 contains 289 members 
Mstep: Class 10 contains 6296 members 
Mstep: Class 11 contains 38160 members 
Mstep: Class 12 contains 2200 members 
Mstep: Class 13 contains 5645 members 
Mstep: Class 14 contains 66609 members 
Mstep: Class 15 contains 10388 members 
Mstep: Class 16 contains 11840 members 
Mstep: Class 17 contains 3884 members 
Mstep: Class 18 contains 27054 members 
Mstep: Class 19 contains 9911 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5530 members 
Mstep: Class 22 contains 15981 members 
Mstep: Class 23 contains 19458 members 
Mstep: Class 24 contains 3730 members 
Mstep: Class 25 contains 14575 members 
Mstep: Class 26 contains 5646 members 
Mstep: Class 27 contains 18776 members 
Mstep: Class 28 contains 12045 members 
Mstep: Class 29 contains 320 members 
Mstep: Class 30 contains 16066 members 
Mstep: Class 31 contains 406 members 
Mstep: Class 32 contains 1632 members 
Mstep: Class 33 contains 198 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6875 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 9171 members 
Mstep: Class 38 contains 9524 members 
Mstep: Class 39 contains 22459 members 
Mstep: Class 40 contains 157 members 
Mstep: Class 41 contains 409 members 
Mstep: Class 42 contains 172 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 20796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81021040.000000 Penalty: 87800.648438
Iteration 200F: 45 clusters Score -8.102104e+07 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62492 members 
Mstep: Class 2 contains 11604 members 
Mstep: Class 3 contains 74861 members 
Mstep: Class 4 contains 27717 members 
Mstep: Class 5 contains 29316 members 
Mstep: Class 6 contains 5673 members 
Mstep: Class 7 contains 65004 members 
Mstep: Class 8 contains 22147 members 
Mstep: Class 9 contains 286 members 
Mstep: Class 10 contains 6288 members 
Mstep: Class 11 contains 38125 members 
Mstep: Class 12 contains 2200 members 
Mstep: Class 13 contains 5652 members 
Mstep: Class 14 contains 66900 members 
Mstep: Class 15 contains 10377 members 
Mstep: Class 16 contains 11858 members 
Mstep: Class 17 contains 3881 members 
Mstep: Class 18 contains 26619 members 
Mstep: Class 19 contains 9908 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5536 members 
Mstep: Class 22 contains 15966 members 
Mstep: Class 23 contains 19458 members 
Mstep: Class 24 contains 3732 members 
Mstep: Class 25 contains 14607 members 
Mstep: Class 26 contains 5640 members 
Mstep: Class 27 contains 18633 members 
Mstep: Class 28 contains 12042 members 
Mstep: Class 29 contains 320 members 
Mstep: Class 30 contains 16058 members 
Mstep: Class 31 contains 407 members 
Mstep: Class 32 contains 1631 members 
Mstep: Class 33 contains 195 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6876 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 9182 members 
Mstep: Class 38 contains 9498 members 
Mstep: Class 39 contains 22930 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 408 members 
Mstep: Class 42 contains 177 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 21346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81021976.000000 Penalty: 87800.648438
Iteration 201Q: 45 clusters Score -8.102198e+07 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62506 members 
Mstep: Class 2 contains 11608 members 
Mstep: Class 3 contains 74560 members 
Mstep: Class 4 contains 27762 members 
Mstep: Class 5 contains 29614 members 
Mstep: Class 6 contains 5671 members 
Mstep: Class 7 contains 64632 members 
Mstep: Class 8 contains 22010 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6286 members 
Mstep: Class 11 contains 38069 members 
Mstep: Class 12 contains 2200 members 
Mstep: Class 13 contains 5657 members 
Mstep: Class 14 contains 67065 members 
Mstep: Class 15 contains 10371 members 
Mstep: Class 16 contains 11862 members 
Mstep: Class 17 contains 3883 members 
Mstep: Class 18 contains 26341 members 
Mstep: Class 19 contains 9915 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5542 members 
Mstep: Class 22 contains 15891 members 
Mstep: Class 23 contains 19454 members 
Mstep: Class 24 contains 3734 members 
Mstep: Class 25 contains 14636 members 
Mstep: Class 26 contains 5634 members 
Mstep: Class 27 contains 18485 members 
Mstep: Class 28 contains 12045 members 
Mstep: Class 29 contains 320 members 
Mstep: Class 30 contains 16062 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1631 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6884 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 9192 members 
Mstep: Class 38 contains 9472 members 
Mstep: Class 39 contains 23431 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 178 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 21652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81022392.000000 Penalty: 87800.648438
Iteration 202Q: 45 clusters Score -8.102239e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62510 members 
Mstep: Class 2 contains 11620 members 
Mstep: Class 3 contains 74336 members 
Mstep: Class 4 contains 27810 members 
Mstep: Class 5 contains 29824 members 
Mstep: Class 6 contains 5674 members 
Mstep: Class 7 contains 64273 members 
Mstep: Class 8 contains 21916 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6282 members 
Mstep: Class 11 contains 37989 members 
Mstep: Class 12 contains 2202 members 
Mstep: Class 13 contains 5659 members 
Mstep: Class 14 contains 67163 members 
Mstep: Class 15 contains 10374 members 
Mstep: Class 16 contains 11866 members 
Mstep: Class 17 contains 3883 members 
Mstep: Class 18 contains 26156 members 
Mstep: Class 19 contains 9923 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5550 members 
Mstep: Class 22 contains 15840 members 
Mstep: Class 23 contains 19456 members 
Mstep: Class 24 contains 3728 members 
Mstep: Class 25 contains 14646 members 
Mstep: Class 26 contains 5632 members 
Mstep: Class 27 contains 18367 members 
Mstep: Class 28 contains 12045 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16060 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1631 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6888 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 9197 members 
Mstep: Class 38 contains 9459 members 
Mstep: Class 39 contains 23945 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 21853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81022808.000000 Penalty: 87800.648438
Iteration 203Q: 45 clusters Score -8.102281e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62523 members 
Mstep: Class 2 contains 11624 members 
Mstep: Class 3 contains 74101 members 
Mstep: Class 4 contains 27844 members 
Mstep: Class 5 contains 30024 members 
Mstep: Class 6 contains 5674 members 
Mstep: Class 7 contains 63956 members 
Mstep: Class 8 contains 21855 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6280 members 
Mstep: Class 11 contains 37888 members 
Mstep: Class 12 contains 2203 members 
Mstep: Class 13 contains 5661 members 
Mstep: Class 14 contains 67224 members 
Mstep: Class 15 contains 10371 members 
Mstep: Class 16 contains 11867 members 
Mstep: Class 17 contains 3885 members 
Mstep: Class 18 contains 26025 members 
Mstep: Class 19 contains 9931 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5557 members 
Mstep: Class 22 contains 15793 members 
Mstep: Class 23 contains 19453 members 
Mstep: Class 24 contains 3725 members 
Mstep: Class 25 contains 14664 members 
Mstep: Class 26 contains 5631 members 
Mstep: Class 27 contains 18278 members 
Mstep: Class 28 contains 12041 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16064 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1631 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6888 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 9207 members 
Mstep: Class 38 contains 9449 members 
Mstep: Class 39 contains 24458 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 21982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81023024.000000 Penalty: 87800.648438
Iteration 204Q: 45 clusters Score -8.102302e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62542 members 
Mstep: Class 2 contains 11629 members 
Mstep: Class 3 contains 73914 members 
Mstep: Class 4 contains 27867 members 
Mstep: Class 5 contains 30171 members 
Mstep: Class 6 contains 5678 members 
Mstep: Class 7 contains 63633 members 
Mstep: Class 8 contains 21810 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6286 members 
Mstep: Class 11 contains 37800 members 
Mstep: Class 12 contains 2202 members 
Mstep: Class 13 contains 5662 members 
Mstep: Class 14 contains 67275 members 
Mstep: Class 15 contains 10370 members 
Mstep: Class 16 contains 11868 members 
Mstep: Class 17 contains 3886 members 
Mstep: Class 18 contains 25923 members 
Mstep: Class 19 contains 9942 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5561 members 
Mstep: Class 22 contains 15756 members 
Mstep: Class 23 contains 19450 members 
Mstep: Class 24 contains 3723 members 
Mstep: Class 25 contains 14669 members 
Mstep: Class 26 contains 5624 members 
Mstep: Class 27 contains 18179 members 
Mstep: Class 28 contains 12039 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16069 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1631 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6890 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 9224 members 
Mstep: Class 38 contains 9444 members 
Mstep: Class 39 contains 24963 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81023224.000000 Penalty: 87800.648438
Iteration 205Q: 45 clusters Score -8.102322e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62565 members 
Mstep: Class 2 contains 11631 members 
Mstep: Class 3 contains 73725 members 
Mstep: Class 4 contains 27914 members 
Mstep: Class 5 contains 30294 members 
Mstep: Class 6 contains 5679 members 
Mstep: Class 7 contains 63287 members 
Mstep: Class 8 contains 21785 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6286 members 
Mstep: Class 11 contains 37725 members 
Mstep: Class 12 contains 2203 members 
Mstep: Class 13 contains 5663 members 
Mstep: Class 14 contains 67310 members 
Mstep: Class 15 contains 10371 members 
Mstep: Class 16 contains 11866 members 
Mstep: Class 17 contains 3887 members 
Mstep: Class 18 contains 25836 members 
Mstep: Class 19 contains 9946 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5569 members 
Mstep: Class 22 contains 15720 members 
Mstep: Class 23 contains 19455 members 
Mstep: Class 24 contains 3714 members 
Mstep: Class 25 contains 14677 members 
Mstep: Class 26 contains 5616 members 
Mstep: Class 27 contains 18068 members 
Mstep: Class 28 contains 12040 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16071 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1631 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6891 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 9236 members 
Mstep: Class 38 contains 9439 members 
Mstep: Class 39 contains 25519 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81023152.000000 Penalty: 87800.648438
Iteration 206Q: 45 clusters Score -8.102315e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62608 members 
Mstep: Class 2 contains 11635 members 
Mstep: Class 3 contains 73524 members 
Mstep: Class 4 contains 27937 members 
Mstep: Class 5 contains 30389 members 
Mstep: Class 6 contains 5684 members 
Mstep: Class 7 contains 62938 members 
Mstep: Class 8 contains 21765 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6287 members 
Mstep: Class 11 contains 37662 members 
Mstep: Class 12 contains 2203 members 
Mstep: Class 13 contains 5665 members 
Mstep: Class 14 contains 67338 members 
Mstep: Class 15 contains 10371 members 
Mstep: Class 16 contains 11868 members 
Mstep: Class 17 contains 3890 members 
Mstep: Class 18 contains 25768 members 
Mstep: Class 19 contains 9953 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5576 members 
Mstep: Class 22 contains 15686 members 
Mstep: Class 23 contains 19450 members 
Mstep: Class 24 contains 3709 members 
Mstep: Class 25 contains 14687 members 
Mstep: Class 26 contains 5611 members 
Mstep: Class 27 contains 17963 members 
Mstep: Class 28 contains 12037 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16072 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1630 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6894 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 9252 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 26083 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81023304.000000 Penalty: 87800.648438
Iteration 207Q: 45 clusters Score -8.10233e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62639 members 
Mstep: Class 2 contains 11645 members 
Mstep: Class 3 contains 73335 members 
Mstep: Class 4 contains 27982 members 
Mstep: Class 5 contains 30483 members 
Mstep: Class 6 contains 5690 members 
Mstep: Class 7 contains 62569 members 
Mstep: Class 8 contains 21747 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6288 members 
Mstep: Class 11 contains 37558 members 
Mstep: Class 12 contains 2202 members 
Mstep: Class 13 contains 5664 members 
Mstep: Class 14 contains 67361 members 
Mstep: Class 15 contains 10372 members 
Mstep: Class 16 contains 11870 members 
Mstep: Class 17 contains 3886 members 
Mstep: Class 18 contains 25709 members 
Mstep: Class 19 contains 9957 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5581 members 
Mstep: Class 22 contains 15679 members 
Mstep: Class 23 contains 19446 members 
Mstep: Class 24 contains 3703 members 
Mstep: Class 25 contains 14702 members 
Mstep: Class 26 contains 5610 members 
Mstep: Class 27 contains 17852 members 
Mstep: Class 28 contains 12035 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16075 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1629 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6896 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 9260 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 26673 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81023312.000000 Penalty: 87800.648438
Iteration 208Q: 45 clusters Score -8.102331e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62687 members 
Mstep: Class 2 contains 11655 members 
Mstep: Class 3 contains 73178 members 
Mstep: Class 4 contains 28036 members 
Mstep: Class 5 contains 30544 members 
Mstep: Class 6 contains 5692 members 
Mstep: Class 7 contains 62172 members 
Mstep: Class 8 contains 21736 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6286 members 
Mstep: Class 11 contains 37485 members 
Mstep: Class 12 contains 2203 members 
Mstep: Class 13 contains 5664 members 
Mstep: Class 14 contains 67376 members 
Mstep: Class 15 contains 10372 members 
Mstep: Class 16 contains 11869 members 
Mstep: Class 17 contains 3887 members 
Mstep: Class 18 contains 25670 members 
Mstep: Class 19 contains 9969 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5586 members 
Mstep: Class 22 contains 15669 members 
Mstep: Class 23 contains 19445 members 
Mstep: Class 24 contains 3700 members 
Mstep: Class 25 contains 14711 members 
Mstep: Class 26 contains 5603 members 
Mstep: Class 27 contains 17734 members 
Mstep: Class 28 contains 12033 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16076 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1629 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6896 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 9267 members 
Mstep: Class 38 contains 9431 members 
Mstep: Class 39 contains 27241 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81023472.000000 Penalty: 87800.648438
Iteration 209Q: 45 clusters Score -8.102347e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62745 members 
Mstep: Class 2 contains 11667 members 
Mstep: Class 3 contains 73006 members 
Mstep: Class 4 contains 28090 members 
Mstep: Class 5 contains 30610 members 
Mstep: Class 6 contains 5696 members 
Mstep: Class 7 contains 61786 members 
Mstep: Class 8 contains 21730 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6290 members 
Mstep: Class 11 contains 37402 members 
Mstep: Class 12 contains 2202 members 
Mstep: Class 13 contains 5664 members 
Mstep: Class 14 contains 67383 members 
Mstep: Class 15 contains 10373 members 
Mstep: Class 16 contains 11867 members 
Mstep: Class 17 contains 3890 members 
Mstep: Class 18 contains 25645 members 
Mstep: Class 19 contains 9975 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5590 members 
Mstep: Class 22 contains 15670 members 
Mstep: Class 23 contains 19445 members 
Mstep: Class 24 contains 3697 members 
Mstep: Class 25 contains 14715 members 
Mstep: Class 26 contains 5599 members 
Mstep: Class 27 contains 17607 members 
Mstep: Class 28 contains 12031 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16076 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1629 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6897 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 9271 members 
Mstep: Class 38 contains 9432 members 
Mstep: Class 39 contains 27808 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81023680.000000 Penalty: 87800.648438
Iteration 210Q: 45 clusters Score -8.102368e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62814 members 
Mstep: Class 2 contains 11689 members 
Mstep: Class 3 contains 72811 members 
Mstep: Class 4 contains 28146 members 
Mstep: Class 5 contains 30661 members 
Mstep: Class 6 contains 5693 members 
Mstep: Class 7 contains 61383 members 
Mstep: Class 8 contains 21725 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6290 members 
Mstep: Class 11 contains 37331 members 
Mstep: Class 12 contains 2201 members 
Mstep: Class 13 contains 5664 members 
Mstep: Class 14 contains 67396 members 
Mstep: Class 15 contains 10372 members 
Mstep: Class 16 contains 11869 members 
Mstep: Class 17 contains 3891 members 
Mstep: Class 18 contains 25623 members 
Mstep: Class 19 contains 9979 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5591 members 
Mstep: Class 22 contains 15668 members 
Mstep: Class 23 contains 19439 members 
Mstep: Class 24 contains 3695 members 
Mstep: Class 25 contains 14718 members 
Mstep: Class 26 contains 5596 members 
Mstep: Class 27 contains 17506 members 
Mstep: Class 28 contains 12025 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16077 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1629 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6897 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 9283 members 
Mstep: Class 38 contains 9429 members 
Mstep: Class 39 contains 28384 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81023856.000000 Penalty: 87800.648438
Iteration 211Q: 45 clusters Score -8.102386e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62869 members 
Mstep: Class 2 contains 11704 members 
Mstep: Class 3 contains 72625 members 
Mstep: Class 4 contains 28191 members 
Mstep: Class 5 contains 30697 members 
Mstep: Class 6 contains 5690 members 
Mstep: Class 7 contains 60991 members 
Mstep: Class 8 contains 21722 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6292 members 
Mstep: Class 11 contains 37280 members 
Mstep: Class 12 contains 2201 members 
Mstep: Class 13 contains 5665 members 
Mstep: Class 14 contains 67407 members 
Mstep: Class 15 contains 10374 members 
Mstep: Class 16 contains 11868 members 
Mstep: Class 17 contains 3889 members 
Mstep: Class 18 contains 25607 members 
Mstep: Class 19 contains 9986 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5595 members 
Mstep: Class 22 contains 15656 members 
Mstep: Class 23 contains 19436 members 
Mstep: Class 24 contains 3694 members 
Mstep: Class 25 contains 14723 members 
Mstep: Class 26 contains 5592 members 
Mstep: Class 27 contains 17416 members 
Mstep: Class 28 contains 12022 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16080 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1628 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6897 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 9292 members 
Mstep: Class 38 contains 9428 members 
Mstep: Class 39 contains 28946 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81024128.000000 Penalty: 87800.648438
Iteration 212Q: 45 clusters Score -8.102413e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 62943 members 
Mstep: Class 2 contains 11709 members 
Mstep: Class 3 contains 72417 members 
Mstep: Class 4 contains 28230 members 
Mstep: Class 5 contains 30731 members 
Mstep: Class 6 contains 5688 members 
Mstep: Class 7 contains 60604 members 
Mstep: Class 8 contains 21719 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6295 members 
Mstep: Class 11 contains 37223 members 
Mstep: Class 12 contains 2197 members 
Mstep: Class 13 contains 5667 members 
Mstep: Class 14 contains 67409 members 
Mstep: Class 15 contains 10373 members 
Mstep: Class 16 contains 11869 members 
Mstep: Class 17 contains 3891 members 
Mstep: Class 18 contains 25600 members 
Mstep: Class 19 contains 9990 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5601 members 
Mstep: Class 22 contains 15646 members 
Mstep: Class 23 contains 19432 members 
Mstep: Class 24 contains 3694 members 
Mstep: Class 25 contains 14725 members 
Mstep: Class 26 contains 5586 members 
Mstep: Class 27 contains 17338 members 
Mstep: Class 28 contains 12018 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16081 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1627 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6897 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 9299 members 
Mstep: Class 38 contains 9428 members 
Mstep: Class 39 contains 29532 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81024304.000000 Penalty: 87800.648438
Iteration 213Q: 45 clusters Score -8.10243e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 63027 members 
Mstep: Class 2 contains 11710 members 
Mstep: Class 3 contains 72201 members 
Mstep: Class 4 contains 28290 members 
Mstep: Class 5 contains 30762 members 
Mstep: Class 6 contains 5682 members 
Mstep: Class 7 contains 60237 members 
Mstep: Class 8 contains 21717 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6298 members 
Mstep: Class 11 contains 37178 members 
Mstep: Class 12 contains 2195 members 
Mstep: Class 13 contains 5667 members 
Mstep: Class 14 contains 67411 members 
Mstep: Class 15 contains 10373 members 
Mstep: Class 16 contains 11869 members 
Mstep: Class 17 contains 3890 members 
Mstep: Class 18 contains 25600 members 
Mstep: Class 19 contains 9993 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5602 members 
Mstep: Class 22 contains 15633 members 
Mstep: Class 23 contains 19432 members 
Mstep: Class 24 contains 3692 members 
Mstep: Class 25 contains 14725 members 
Mstep: Class 26 contains 5582 members 
Mstep: Class 27 contains 17236 members 
Mstep: Class 28 contains 12019 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16081 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1627 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6897 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 9303 members 
Mstep: Class 38 contains 9426 members 
Mstep: Class 39 contains 30103 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81024752.000000 Penalty: 87800.648438
Iteration 214Q: 45 clusters Score -8.102475e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 63111 members 
Mstep: Class 2 contains 11717 members 
Mstep: Class 3 contains 71957 members 
Mstep: Class 4 contains 28376 members 
Mstep: Class 5 contains 30775 members 
Mstep: Class 6 contains 5679 members 
Mstep: Class 7 contains 59867 members 
Mstep: Class 8 contains 21716 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6300 members 
Mstep: Class 11 contains 37147 members 
Mstep: Class 12 contains 2195 members 
Mstep: Class 13 contains 5666 members 
Mstep: Class 14 contains 67415 members 
Mstep: Class 15 contains 10373 members 
Mstep: Class 16 contains 11869 members 
Mstep: Class 17 contains 3890 members 
Mstep: Class 18 contains 25595 members 
Mstep: Class 19 contains 9998 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5602 members 
Mstep: Class 22 contains 15625 members 
Mstep: Class 23 contains 19430 members 
Mstep: Class 24 contains 3690 members 
Mstep: Class 25 contains 14725 members 
Mstep: Class 26 contains 5575 members 
Mstep: Class 27 contains 17128 members 
Mstep: Class 28 contains 12015 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16081 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1627 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6898 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 9307 members 
Mstep: Class 38 contains 9426 members 
Mstep: Class 39 contains 30682 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81024944.000000 Penalty: 87800.648438
Iteration 215Q: 45 clusters Score -8.102494e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 63210 members 
Mstep: Class 2 contains 11721 members 
Mstep: Class 3 contains 71716 members 
Mstep: Class 4 contains 28442 members 
Mstep: Class 5 contains 30791 members 
Mstep: Class 6 contains 5678 members 
Mstep: Class 7 contains 59507 members 
Mstep: Class 8 contains 21718 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6301 members 
Mstep: Class 11 contains 37125 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 5665 members 
Mstep: Class 14 contains 67415 members 
Mstep: Class 15 contains 10374 members 
Mstep: Class 16 contains 11869 members 
Mstep: Class 17 contains 3891 members 
Mstep: Class 18 contains 25593 members 
Mstep: Class 19 contains 10005 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5603 members 
Mstep: Class 22 contains 15610 members 
Mstep: Class 23 contains 19430 members 
Mstep: Class 24 contains 3690 members 
Mstep: Class 25 contains 14725 members 
Mstep: Class 26 contains 5573 members 
Mstep: Class 27 contains 17014 members 
Mstep: Class 28 contains 12009 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16082 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1627 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6900 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 9315 members 
Mstep: Class 38 contains 9426 members 
Mstep: Class 39 contains 31239 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81025160.000000 Penalty: 87800.648438
Iteration 216Q: 45 clusters Score -8.102516e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 63308 members 
Mstep: Class 2 contains 11727 members 
Mstep: Class 3 contains 71494 members 
Mstep: Class 4 contains 28501 members 
Mstep: Class 5 contains 30799 members 
Mstep: Class 6 contains 5672 members 
Mstep: Class 7 contains 59164 members 
Mstep: Class 8 contains 21718 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6302 members 
Mstep: Class 11 contains 37103 members 
Mstep: Class 12 contains 2191 members 
Mstep: Class 13 contains 5666 members 
Mstep: Class 14 contains 67425 members 
Mstep: Class 15 contains 10375 members 
Mstep: Class 16 contains 11870 members 
Mstep: Class 17 contains 3892 members 
Mstep: Class 18 contains 25576 members 
Mstep: Class 19 contains 10012 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5607 members 
Mstep: Class 22 contains 15597 members 
Mstep: Class 23 contains 19430 members 
Mstep: Class 24 contains 3689 members 
Mstep: Class 25 contains 14725 members 
Mstep: Class 26 contains 5571 members 
Mstep: Class 27 contains 16917 members 
Mstep: Class 28 contains 12006 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16082 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1627 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6902 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 9324 members 
Mstep: Class 38 contains 9427 members 
Mstep: Class 39 contains 31756 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81025424.000000 Penalty: 87800.648438
Iteration 217Q: 45 clusters Score -8.102542e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 63403 members 
Mstep: Class 2 contains 11733 members 
Mstep: Class 3 contains 71286 members 
Mstep: Class 4 contains 28536 members 
Mstep: Class 5 contains 30801 members 
Mstep: Class 6 contains 5667 members 
Mstep: Class 7 contains 58818 members 
Mstep: Class 8 contains 21718 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6301 members 
Mstep: Class 11 contains 37095 members 
Mstep: Class 12 contains 2188 members 
Mstep: Class 13 contains 5668 members 
Mstep: Class 14 contains 67437 members 
Mstep: Class 15 contains 10376 members 
Mstep: Class 16 contains 11871 members 
Mstep: Class 17 contains 3894 members 
Mstep: Class 18 contains 25572 members 
Mstep: Class 19 contains 10020 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5606 members 
Mstep: Class 22 contains 15576 members 
Mstep: Class 23 contains 19429 members 
Mstep: Class 24 contains 3688 members 
Mstep: Class 25 contains 14728 members 
Mstep: Class 26 contains 5570 members 
Mstep: Class 27 contains 16830 members 
Mstep: Class 28 contains 12002 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16084 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1627 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6902 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 9340 members 
Mstep: Class 38 contains 9427 members 
Mstep: Class 39 contains 32261 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81025664.000000 Penalty: 87800.648438
Iteration 218Q: 45 clusters Score -8.102566e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 63492 members 
Mstep: Class 2 contains 11736 members 
Mstep: Class 3 contains 71061 members 
Mstep: Class 4 contains 28596 members 
Mstep: Class 5 contains 30805 members 
Mstep: Class 6 contains 5663 members 
Mstep: Class 7 contains 58456 members 
Mstep: Class 8 contains 21718 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6302 members 
Mstep: Class 11 contains 37070 members 
Mstep: Class 12 contains 2187 members 
Mstep: Class 13 contains 5670 members 
Mstep: Class 14 contains 67446 members 
Mstep: Class 15 contains 10377 members 
Mstep: Class 16 contains 11871 members 
Mstep: Class 17 contains 3896 members 
Mstep: Class 18 contains 25565 members 
Mstep: Class 19 contains 10029 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5609 members 
Mstep: Class 22 contains 15566 members 
Mstep: Class 23 contains 19427 members 
Mstep: Class 24 contains 3686 members 
Mstep: Class 25 contains 14730 members 
Mstep: Class 26 contains 5567 members 
Mstep: Class 27 contains 16755 members 
Mstep: Class 28 contains 12000 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16085 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1628 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6903 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 9351 members 
Mstep: Class 38 contains 9427 members 
Mstep: Class 39 contains 32779 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81025816.000000 Penalty: 87800.648438
Iteration 219Q: 45 clusters Score -8.102582e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 63615 members 
Mstep: Class 2 contains 11740 members 
Mstep: Class 3 contains 70861 members 
Mstep: Class 4 contains 28635 members 
Mstep: Class 5 contains 30813 members 
Mstep: Class 6 contains 5661 members 
Mstep: Class 7 contains 58062 members 
Mstep: Class 8 contains 21716 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6302 members 
Mstep: Class 11 contains 37027 members 
Mstep: Class 12 contains 2186 members 
Mstep: Class 13 contains 5671 members 
Mstep: Class 14 contains 67458 members 
Mstep: Class 15 contains 10378 members 
Mstep: Class 16 contains 11869 members 
Mstep: Class 17 contains 3896 members 
Mstep: Class 18 contains 25554 members 
Mstep: Class 19 contains 10043 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5612 members 
Mstep: Class 22 contains 15563 members 
Mstep: Class 23 contains 19424 members 
Mstep: Class 24 contains 3686 members 
Mstep: Class 25 contains 14735 members 
Mstep: Class 26 contains 5564 members 
Mstep: Class 27 contains 16683 members 
Mstep: Class 28 contains 11999 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16084 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1627 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6903 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 9365 members 
Mstep: Class 38 contains 9426 members 
Mstep: Class 39 contains 33294 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81025888.000000 Penalty: 87800.648438
Iteration 220F: 45 clusters Score -8.102589e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 63735 members 
Mstep: Class 2 contains 11740 members 
Mstep: Class 3 contains 70641 members 
Mstep: Class 4 contains 28674 members 
Mstep: Class 5 contains 30819 members 
Mstep: Class 6 contains 5654 members 
Mstep: Class 7 contains 57698 members 
Mstep: Class 8 contains 21715 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6303 members 
Mstep: Class 11 contains 36995 members 
Mstep: Class 12 contains 2185 members 
Mstep: Class 13 contains 5670 members 
Mstep: Class 14 contains 67461 members 
Mstep: Class 15 contains 10380 members 
Mstep: Class 16 contains 11869 members 
Mstep: Class 17 contains 3897 members 
Mstep: Class 18 contains 25541 members 
Mstep: Class 19 contains 10058 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5615 members 
Mstep: Class 22 contains 15559 members 
Mstep: Class 23 contains 19422 members 
Mstep: Class 24 contains 3685 members 
Mstep: Class 25 contains 14737 members 
Mstep: Class 26 contains 5558 members 
Mstep: Class 27 contains 16607 members 
Mstep: Class 28 contains 11999 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16085 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1627 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6902 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 9377 members 
Mstep: Class 38 contains 9425 members 
Mstep: Class 39 contains 33817 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81026064.000000 Penalty: 87800.648438
Iteration 221Q: 45 clusters Score -8.102606e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 63862 members 
Mstep: Class 2 contains 11747 members 
Mstep: Class 3 contains 70439 members 
Mstep: Class 4 contains 28716 members 
Mstep: Class 5 contains 30828 members 
Mstep: Class 6 contains 5652 members 
Mstep: Class 7 contains 57351 members 
Mstep: Class 8 contains 21714 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6302 members 
Mstep: Class 11 contains 36962 members 
Mstep: Class 12 contains 2184 members 
Mstep: Class 13 contains 5670 members 
Mstep: Class 14 contains 67461 members 
Mstep: Class 15 contains 10382 members 
Mstep: Class 16 contains 11869 members 
Mstep: Class 17 contains 3896 members 
Mstep: Class 18 contains 25532 members 
Mstep: Class 19 contains 10069 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5612 members 
Mstep: Class 22 contains 15559 members 
Mstep: Class 23 contains 19421 members 
Mstep: Class 24 contains 3686 members 
Mstep: Class 25 contains 14739 members 
Mstep: Class 26 contains 5555 members 
Mstep: Class 27 contains 16523 members 
Mstep: Class 28 contains 11996 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16084 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1627 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6902 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 9390 members 
Mstep: Class 38 contains 9425 members 
Mstep: Class 39 contains 34294 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81026384.000000 Penalty: 87800.648438
Iteration 222Q: 45 clusters Score -8.102638e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 64016 members 
Mstep: Class 2 contains 11752 members 
Mstep: Class 3 contains 70263 members 
Mstep: Class 4 contains 28751 members 
Mstep: Class 5 contains 30840 members 
Mstep: Class 6 contains 5652 members 
Mstep: Class 7 contains 56994 members 
Mstep: Class 8 contains 21714 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6303 members 
Mstep: Class 11 contains 36923 members 
Mstep: Class 12 contains 2184 members 
Mstep: Class 13 contains 5670 members 
Mstep: Class 14 contains 67461 members 
Mstep: Class 15 contains 10383 members 
Mstep: Class 16 contains 11869 members 
Mstep: Class 17 contains 3895 members 
Mstep: Class 18 contains 25528 members 
Mstep: Class 19 contains 10081 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5611 members 
Mstep: Class 22 contains 15560 members 
Mstep: Class 23 contains 19421 members 
Mstep: Class 24 contains 3686 members 
Mstep: Class 25 contains 14742 members 
Mstep: Class 26 contains 5551 members 
Mstep: Class 27 contains 16442 members 
Mstep: Class 28 contains 11990 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16084 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1627 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6902 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 9402 members 
Mstep: Class 38 contains 9425 members 
Mstep: Class 39 contains 34726 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81026296.000000 Penalty: 87800.648438
Iteration 223Q: 45 clusters Score -8.10263e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 64148 members 
Mstep: Class 2 contains 11758 members 
Mstep: Class 3 contains 70072 members 
Mstep: Class 4 contains 28787 members 
Mstep: Class 5 contains 30850 members 
Mstep: Class 6 contains 5650 members 
Mstep: Class 7 contains 56668 members 
Mstep: Class 8 contains 21714 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6303 members 
Mstep: Class 11 contains 36891 members 
Mstep: Class 12 contains 2184 members 
Mstep: Class 13 contains 5670 members 
Mstep: Class 14 contains 67463 members 
Mstep: Class 15 contains 10383 members 
Mstep: Class 16 contains 11870 members 
Mstep: Class 17 contains 3895 members 
Mstep: Class 18 contains 25528 members 
Mstep: Class 19 contains 10088 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5611 members 
Mstep: Class 22 contains 15554 members 
Mstep: Class 23 contains 19420 members 
Mstep: Class 24 contains 3687 members 
Mstep: Class 25 contains 14746 members 
Mstep: Class 26 contains 5550 members 
Mstep: Class 27 contains 16373 members 
Mstep: Class 28 contains 11988 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16086 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1627 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6903 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 9418 members 
Mstep: Class 38 contains 9425 members 
Mstep: Class 39 contains 35138 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81026328.000000 Penalty: 87800.648438
Iteration 224Q: 45 clusters Score -8.102633e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 64305 members 
Mstep: Class 2 contains 11763 members 
Mstep: Class 3 contains 69904 members 
Mstep: Class 4 contains 28815 members 
Mstep: Class 5 contains 30861 members 
Mstep: Class 6 contains 5646 members 
Mstep: Class 7 contains 56341 members 
Mstep: Class 8 contains 21714 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6304 members 
Mstep: Class 11 contains 36862 members 
Mstep: Class 12 contains 2184 members 
Mstep: Class 13 contains 5670 members 
Mstep: Class 14 contains 67465 members 
Mstep: Class 15 contains 10385 members 
Mstep: Class 16 contains 11872 members 
Mstep: Class 17 contains 3896 members 
Mstep: Class 18 contains 25527 members 
Mstep: Class 19 contains 10097 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5609 members 
Mstep: Class 22 contains 15546 members 
Mstep: Class 23 contains 19420 members 
Mstep: Class 24 contains 3687 members 
Mstep: Class 25 contains 14750 members 
Mstep: Class 26 contains 5544 members 
Mstep: Class 27 contains 16299 members 
Mstep: Class 28 contains 11986 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16086 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1626 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6903 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 9440 members 
Mstep: Class 38 contains 9425 members 
Mstep: Class 39 contains 35516 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81026528.000000 Penalty: 87800.648438
Iteration 225Q: 45 clusters Score -8.102653e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 64475 members 
Mstep: Class 2 contains 11767 members 
Mstep: Class 3 contains 69740 members 
Mstep: Class 4 contains 28838 members 
Mstep: Class 5 contains 30868 members 
Mstep: Class 6 contains 5647 members 
Mstep: Class 7 contains 56020 members 
Mstep: Class 8 contains 21714 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6302 members 
Mstep: Class 11 contains 36844 members 
Mstep: Class 12 contains 2184 members 
Mstep: Class 13 contains 5670 members 
Mstep: Class 14 contains 67466 members 
Mstep: Class 15 contains 10387 members 
Mstep: Class 16 contains 11872 members 
Mstep: Class 17 contains 3898 members 
Mstep: Class 18 contains 25526 members 
Mstep: Class 19 contains 10106 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5607 members 
Mstep: Class 22 contains 15538 members 
Mstep: Class 23 contains 19421 members 
Mstep: Class 24 contains 3687 members 
Mstep: Class 25 contains 14752 members 
Mstep: Class 26 contains 5540 members 
Mstep: Class 27 contains 16229 members 
Mstep: Class 28 contains 11981 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16087 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1627 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6903 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 9454 members 
Mstep: Class 38 contains 9425 members 
Mstep: Class 39 contains 35874 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81026528.000000 Penalty: 87800.648438
Iteration 226Q: 45 clusters Score -8.102653e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 64631 members 
Mstep: Class 2 contains 11768 members 
Mstep: Class 3 contains 69596 members 
Mstep: Class 4 contains 28857 members 
Mstep: Class 5 contains 30874 members 
Mstep: Class 6 contains 5649 members 
Mstep: Class 7 contains 55698 members 
Mstep: Class 8 contains 21713 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6301 members 
Mstep: Class 11 contains 36819 members 
Mstep: Class 12 contains 2184 members 
Mstep: Class 13 contains 5670 members 
Mstep: Class 14 contains 67472 members 
Mstep: Class 15 contains 10389 members 
Mstep: Class 16 contains 11872 members 
Mstep: Class 17 contains 3898 members 
Mstep: Class 18 contains 25522 members 
Mstep: Class 19 contains 10114 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5606 members 
Mstep: Class 22 contains 15535 members 
Mstep: Class 23 contains 19421 members 
Mstep: Class 24 contains 3688 members 
Mstep: Class 25 contains 14751 members 
Mstep: Class 26 contains 5540 members 
Mstep: Class 27 contains 16174 members 
Mstep: Class 28 contains 11978 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16087 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1626 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6903 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 9473 members 
Mstep: Class 38 contains 9425 members 
Mstep: Class 39 contains 36215 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81026584.000000 Penalty: 87800.648438
Iteration 227Q: 45 clusters Score -8.102658e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 64794 members 
Mstep: Class 2 contains 11766 members 
Mstep: Class 3 contains 69474 members 
Mstep: Class 4 contains 28867 members 
Mstep: Class 5 contains 30886 members 
Mstep: Class 6 contains 5650 members 
Mstep: Class 7 contains 55356 members 
Mstep: Class 8 contains 21714 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6302 members 
Mstep: Class 11 contains 36776 members 
Mstep: Class 12 contains 2184 members 
Mstep: Class 13 contains 5671 members 
Mstep: Class 14 contains 67471 members 
Mstep: Class 15 contains 10389 members 
Mstep: Class 16 contains 11872 members 
Mstep: Class 17 contains 3897 members 
Mstep: Class 18 contains 25523 members 
Mstep: Class 19 contains 10120 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5607 members 
Mstep: Class 22 contains 15534 members 
Mstep: Class 23 contains 19421 members 
Mstep: Class 24 contains 3689 members 
Mstep: Class 25 contains 14753 members 
Mstep: Class 26 contains 5541 members 
Mstep: Class 27 contains 16124 members 
Mstep: Class 28 contains 11975 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16087 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1626 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6903 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 9492 members 
Mstep: Class 38 contains 9425 members 
Mstep: Class 39 contains 36560 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81026728.000000 Penalty: 87800.648438
Iteration 228Q: 45 clusters Score -8.102673e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 64975 members 
Mstep: Class 2 contains 11763 members 
Mstep: Class 3 contains 69309 members 
Mstep: Class 4 contains 28873 members 
Mstep: Class 5 contains 30894 members 
Mstep: Class 6 contains 5647 members 
Mstep: Class 7 contains 55054 members 
Mstep: Class 8 contains 21714 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6302 members 
Mstep: Class 11 contains 36747 members 
Mstep: Class 12 contains 2183 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67473 members 
Mstep: Class 15 contains 10389 members 
Mstep: Class 16 contains 11872 members 
Mstep: Class 17 contains 3897 members 
Mstep: Class 18 contains 25532 members 
Mstep: Class 19 contains 10119 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5608 members 
Mstep: Class 22 contains 15531 members 
Mstep: Class 23 contains 19420 members 
Mstep: Class 24 contains 3690 members 
Mstep: Class 25 contains 14755 members 
Mstep: Class 26 contains 5541 members 
Mstep: Class 27 contains 16075 members 
Mstep: Class 28 contains 11971 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16088 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1626 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6903 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 9517 members 
Mstep: Class 38 contains 9426 members 
Mstep: Class 39 contains 36883 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81026824.000000 Penalty: 87800.648438
Iteration 229Q: 45 clusters Score -8.102682e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 65175 members 
Mstep: Class 2 contains 11763 members 
Mstep: Class 3 contains 69130 members 
Mstep: Class 4 contains 28887 members 
Mstep: Class 5 contains 30896 members 
Mstep: Class 6 contains 5644 members 
Mstep: Class 7 contains 54728 members 
Mstep: Class 8 contains 21713 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6303 members 
Mstep: Class 11 contains 36729 members 
Mstep: Class 12 contains 2183 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67475 members 
Mstep: Class 15 contains 10389 members 
Mstep: Class 16 contains 11872 members 
Mstep: Class 17 contains 3898 members 
Mstep: Class 18 contains 25541 members 
Mstep: Class 19 contains 10119 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5609 members 
Mstep: Class 22 contains 15525 members 
Mstep: Class 23 contains 19418 members 
Mstep: Class 24 contains 3692 members 
Mstep: Class 25 contains 14759 members 
Mstep: Class 26 contains 5539 members 
Mstep: Class 27 contains 16029 members 
Mstep: Class 28 contains 11966 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16088 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1626 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6903 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 9535 members 
Mstep: Class 38 contains 9428 members 
Mstep: Class 39 contains 37215 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027000.000000 Penalty: 87800.648438
Iteration 230Q: 45 clusters Score -8.1027e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 65352 members 
Mstep: Class 2 contains 11765 members 
Mstep: Class 3 contains 68929 members 
Mstep: Class 4 contains 28908 members 
Mstep: Class 5 contains 30903 members 
Mstep: Class 6 contains 5638 members 
Mstep: Class 7 contains 54454 members 
Mstep: Class 8 contains 21713 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6306 members 
Mstep: Class 11 contains 36694 members 
Mstep: Class 12 contains 2182 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67476 members 
Mstep: Class 15 contains 10388 members 
Mstep: Class 16 contains 11872 members 
Mstep: Class 17 contains 3900 members 
Mstep: Class 18 contains 25542 members 
Mstep: Class 19 contains 10120 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5610 members 
Mstep: Class 22 contains 15520 members 
Mstep: Class 23 contains 19416 members 
Mstep: Class 24 contains 3692 members 
Mstep: Class 25 contains 14760 members 
Mstep: Class 26 contains 5540 members 
Mstep: Class 27 contains 15983 members 
Mstep: Class 28 contains 11967 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16088 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1626 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6902 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 9552 members 
Mstep: Class 38 contains 9428 members 
Mstep: Class 39 contains 37550 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027080.000000 Penalty: 87800.648438
Iteration 231Q: 45 clusters Score -8.102708e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 65523 members 
Mstep: Class 2 contains 11769 members 
Mstep: Class 3 contains 68722 members 
Mstep: Class 4 contains 28917 members 
Mstep: Class 5 contains 30913 members 
Mstep: Class 6 contains 5636 members 
Mstep: Class 7 contains 54209 members 
Mstep: Class 8 contains 21713 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6308 members 
Mstep: Class 11 contains 36653 members 
Mstep: Class 12 contains 2181 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67483 members 
Mstep: Class 15 contains 10388 members 
Mstep: Class 16 contains 11872 members 
Mstep: Class 17 contains 3900 members 
Mstep: Class 18 contains 25551 members 
Mstep: Class 19 contains 10125 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5612 members 
Mstep: Class 22 contains 15511 members 
Mstep: Class 23 contains 19416 members 
Mstep: Class 24 contains 3692 members 
Mstep: Class 25 contains 14759 members 
Mstep: Class 26 contains 5540 members 
Mstep: Class 27 contains 15937 members 
Mstep: Class 28 contains 11964 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16088 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1626 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6902 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 9569 members 
Mstep: Class 38 contains 9428 members 
Mstep: Class 39 contains 37869 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027096.000000 Penalty: 87800.648438
Iteration 232Q: 45 clusters Score -8.10271e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 65711 members 
Mstep: Class 2 contains 11773 members 
Mstep: Class 3 contains 68494 members 
Mstep: Class 4 contains 28937 members 
Mstep: Class 5 contains 30917 members 
Mstep: Class 6 contains 5632 members 
Mstep: Class 7 contains 53962 members 
Mstep: Class 8 contains 21713 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6309 members 
Mstep: Class 11 contains 36629 members 
Mstep: Class 12 contains 2183 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67488 members 
Mstep: Class 15 contains 10386 members 
Mstep: Class 16 contains 11873 members 
Mstep: Class 17 contains 3900 members 
Mstep: Class 18 contains 25558 members 
Mstep: Class 19 contains 10128 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5611 members 
Mstep: Class 22 contains 15507 members 
Mstep: Class 23 contains 19415 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 14761 members 
Mstep: Class 26 contains 5536 members 
Mstep: Class 27 contains 15880 members 
Mstep: Class 28 contains 11964 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16088 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1626 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6902 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 9583 members 
Mstep: Class 38 contains 9428 members 
Mstep: Class 39 contains 38189 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027320.000000 Penalty: 87800.648438
Iteration 233Q: 45 clusters Score -8.102732e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 65889 members 
Mstep: Class 2 contains 11775 members 
Mstep: Class 3 contains 68274 members 
Mstep: Class 4 contains 28963 members 
Mstep: Class 5 contains 30917 members 
Mstep: Class 6 contains 5626 members 
Mstep: Class 7 contains 53705 members 
Mstep: Class 8 contains 21715 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6308 members 
Mstep: Class 11 contains 36618 members 
Mstep: Class 12 contains 2183 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67490 members 
Mstep: Class 15 contains 10386 members 
Mstep: Class 16 contains 11873 members 
Mstep: Class 17 contains 3900 members 
Mstep: Class 18 contains 25562 members 
Mstep: Class 19 contains 10129 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5612 members 
Mstep: Class 22 contains 15502 members 
Mstep: Class 23 contains 19414 members 
Mstep: Class 24 contains 3694 members 
Mstep: Class 25 contains 14764 members 
Mstep: Class 26 contains 5537 members 
Mstep: Class 27 contains 15844 members 
Mstep: Class 28 contains 11964 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16088 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1626 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6902 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 9595 members 
Mstep: Class 38 contains 9428 members 
Mstep: Class 39 contains 38492 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027544.000000 Penalty: 87800.648438
Iteration 234Q: 45 clusters Score -8.102754e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 66061 members 
Mstep: Class 2 contains 11778 members 
Mstep: Class 3 contains 68027 members 
Mstep: Class 4 contains 28987 members 
Mstep: Class 5 contains 30918 members 
Mstep: Class 6 contains 5621 members 
Mstep: Class 7 contains 53476 members 
Mstep: Class 8 contains 21715 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6309 members 
Mstep: Class 11 contains 36594 members 
Mstep: Class 12 contains 2184 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67493 members 
Mstep: Class 15 contains 10388 members 
Mstep: Class 16 contains 11875 members 
Mstep: Class 17 contains 3900 members 
Mstep: Class 18 contains 25570 members 
Mstep: Class 19 contains 10132 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5613 members 
Mstep: Class 22 contains 15500 members 
Mstep: Class 23 contains 19413 members 
Mstep: Class 24 contains 3695 members 
Mstep: Class 25 contains 14766 members 
Mstep: Class 26 contains 5537 members 
Mstep: Class 27 contains 15785 members 
Mstep: Class 28 contains 11965 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16087 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1626 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6902 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 9611 members 
Mstep: Class 38 contains 9428 members 
Mstep: Class 39 contains 38819 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027744.000000 Penalty: 87800.648438
Iteration 235Q: 45 clusters Score -8.102774e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 66230 members 
Mstep: Class 2 contains 11781 members 
Mstep: Class 3 contains 67752 members 
Mstep: Class 4 contains 29000 members 
Mstep: Class 5 contains 30921 members 
Mstep: Class 6 contains 5620 members 
Mstep: Class 7 contains 53263 members 
Mstep: Class 8 contains 21715 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6310 members 
Mstep: Class 11 contains 36574 members 
Mstep: Class 12 contains 2183 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67495 members 
Mstep: Class 15 contains 10390 members 
Mstep: Class 16 contains 11878 members 
Mstep: Class 17 contains 3900 members 
Mstep: Class 18 contains 25572 members 
Mstep: Class 19 contains 10137 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5614 members 
Mstep: Class 22 contains 15499 members 
Mstep: Class 23 contains 19414 members 
Mstep: Class 24 contains 3694 members 
Mstep: Class 25 contains 14768 members 
Mstep: Class 26 contains 5537 members 
Mstep: Class 27 contains 15747 members 
Mstep: Class 28 contains 11961 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16087 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1626 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6902 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 9622 members 
Mstep: Class 38 contains 9430 members 
Mstep: Class 39 contains 39153 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027728.000000 Penalty: 87800.648438
Iteration 236Q: 45 clusters Score -8.102773e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 66391 members 
Mstep: Class 2 contains 11786 members 
Mstep: Class 3 contains 67505 members 
Mstep: Class 4 contains 29012 members 
Mstep: Class 5 contains 30927 members 
Mstep: Class 6 contains 5618 members 
Mstep: Class 7 contains 53054 members 
Mstep: Class 8 contains 21715 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6311 members 
Mstep: Class 11 contains 36559 members 
Mstep: Class 12 contains 2184 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67500 members 
Mstep: Class 15 contains 10390 members 
Mstep: Class 16 contains 11878 members 
Mstep: Class 17 contains 3900 members 
Mstep: Class 18 contains 25577 members 
Mstep: Class 19 contains 10139 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5614 members 
Mstep: Class 22 contains 15500 members 
Mstep: Class 23 contains 19413 members 
Mstep: Class 24 contains 3691 members 
Mstep: Class 25 contains 14772 members 
Mstep: Class 26 contains 5534 members 
Mstep: Class 27 contains 15718 members 
Mstep: Class 28 contains 11959 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16087 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1626 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6902 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 9637 members 
Mstep: Class 38 contains 9430 members 
Mstep: Class 39 contains 39446 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027696.000000 Penalty: 87800.648438
Iteration 237Q: 45 clusters Score -8.10277e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 66571 members 
Mstep: Class 2 contains 11783 members 
Mstep: Class 3 contains 67264 members 
Mstep: Class 4 contains 29022 members 
Mstep: Class 5 contains 30931 members 
Mstep: Class 6 contains 5620 members 
Mstep: Class 7 contains 52861 members 
Mstep: Class 8 contains 21715 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6312 members 
Mstep: Class 11 contains 36538 members 
Mstep: Class 12 contains 2183 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67503 members 
Mstep: Class 15 contains 10391 members 
Mstep: Class 16 contains 11879 members 
Mstep: Class 17 contains 3901 members 
Mstep: Class 18 contains 25580 members 
Mstep: Class 19 contains 10141 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5614 members 
Mstep: Class 22 contains 15498 members 
Mstep: Class 23 contains 19413 members 
Mstep: Class 24 contains 3689 members 
Mstep: Class 25 contains 14773 members 
Mstep: Class 26 contains 5532 members 
Mstep: Class 27 contains 15690 members 
Mstep: Class 28 contains 11958 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16087 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1626 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6902 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 9651 members 
Mstep: Class 38 contains 9430 members 
Mstep: Class 39 contains 39717 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027680.000000 Penalty: 87800.648438
Iteration 238Q: 45 clusters Score -8.102768e+07 nChanged 677
Entering ConstructFrom: 
Score: -81027680.000000 Penalty: 87800.648438
Entering ConstructFrom: 
Trying to split cluster 1 (66765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66765 members 
Entering Unmasked Estep 
Score: -8438254.000000 Penalty: 1653.009521
	Iteration 0F: 2 clusters Score -8438254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33292 members 
Mstep: Class 2 contains 33473 members 
Entering Unmasked Estep 
Score: -8396997.000000 Penalty: 3306.019043
	Iteration 0F: 3 clusters Score -8396997 nChanged 31303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31883 members 
Mstep: Class 2 contains 34882 members 
Entering Unmasked Estep 
Score: -8414591.000000 Penalty: 3306.019043
	Iteration 1F: 3 clusters Score -8414591 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30945 members 
Mstep: Class 2 contains 35820 members 
Entering Unmasked Estep 
Score: -8415286.000000 Penalty: 3306.019043
	Iteration 2Q: 3 clusters Score -8415286 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29537 members 
Mstep: Class 2 contains 37228 members 
Entering Unmasked Estep 
Score: -8416179.000000 Penalty: 3306.019043
	Iteration 3Q: 3 clusters Score -8416179 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27399 members 
Mstep: Class 2 contains 39366 members 
Entering Unmasked Estep 
Score: -8417284.000000 Penalty: 3306.019043
	Iteration 4Q: 3 clusters Score -8417284 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24533 members 
Mstep: Class 2 contains 42232 members 
Entering Unmasked Estep 
Score: -8418841.000000 Penalty: 3306.019043
	Iteration 5F: 3 clusters Score -8418841 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 45809 members 
Entering Unmasked Estep 
Score: -8420940.000000 Penalty: 3306.019043
	Iteration 6F: 3 clusters Score -8420940 nChanged 4453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 49870 members 
Entering Unmasked Estep 
Score: -8423543.000000 Penalty: 3306.019043
	Iteration 7F: 3 clusters Score -8423543 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 54092 members 
Entering Unmasked Estep 
Score: -8426483.000000 Penalty: 3306.019043
	Iteration 8F: 3 clusters Score -8426483 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 58066 members 
Entering Unmasked Estep 
Score: -8429546.000000 Penalty: 3306.019043
	Iteration 9F: 3 clusters Score -8429546 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 61351 members 
Entering Unmasked Estep 
Score: -8432333.000000 Penalty: 3306.019043
	Iteration 10Q: 3 clusters Score -8432333 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 63643 members 
Entering Unmasked Estep 
Score: -8434247.000000 Penalty: 3306.019043
	Iteration 11Q: 3 clusters Score -8434247 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 65009 members 
Entering Unmasked Estep 
Score: -8435424.000000 Penalty: 3306.019043
	Iteration 12Q: 3 clusters Score -8435424 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 65723 members 
Entering Unmasked Estep 
Score: -8436048.000000 Penalty: 3306.019043
	Iteration 13Q: 3 clusters Score -8436048 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 66083 members 
Entering Unmasked Estep 
Score: -8436433.000000 Penalty: 3306.019043
	Iteration 14Q: 3 clusters Score -8436433 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 66251 members 
Entering Unmasked Estep 
Score: -8436644.000000 Penalty: 3306.019043
	Iteration 15Q: 3 clusters Score -8436644 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 66329 members 
Entering Unmasked Estep 
Score: -8436744.000000 Penalty: 3306.019043
	Iteration 16Q: 3 clusters Score -8436744 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 66371 members 
Entering Unmasked Estep 
Score: -8436789.000000 Penalty: 3306.019043
	Iteration 17Q: 3 clusters Score -8436789 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 66391 members 
Entering Unmasked Estep 
Score: -8436819.000000 Penalty: 3306.019043
	Iteration 18Q: 3 clusters Score -8436819 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 66409 members 
Entering Unmasked Estep 
Score: -8436860.000000 Penalty: 3306.019043
	Iteration 19Q: 3 clusters Score -8436860 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 66421 members 
Entering Unmasked Estep 
Score: -8436878.000000 Penalty: 3306.019043
	Iteration 20F: 3 clusters Score -8436878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 66424 members 
Entering Unmasked Estep 
Score: -8436885.000000 Penalty: 3306.019043
	Iteration 21Q: 3 clusters Score -8436885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 66425 members 
Entering Unmasked Estep 
Score: -8436888.000000 Penalty: 3306.019043
	Iteration 22Q: 3 clusters Score -8436888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 66428 members 
Entering Unmasked Estep 
Score: -8436893.000000 Penalty: 3306.019043
	Iteration 23Q: 3 clusters Score -8436893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 66430 members 
Entering Unmasked Estep 
Score: -8436904.000000 Penalty: 3306.019043
	Iteration 24Q: 3 clusters Score -8436904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 66432 members 
Entering Unmasked Estep 
Score: -8436902.000000 Penalty: 3306.019043
	Iteration 25Q: 3 clusters Score -8436902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 66437 members 
Entering Unmasked Estep 
Score: -8436908.000000 Penalty: 3306.019043
	Iteration 26Q: 3 clusters Score -8436908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 66442 members 
Entering Unmasked Estep 
Score: -8436918.000000 Penalty: 3306.019043
	Iteration 27Q: 3 clusters Score -8436918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 66446 members 
Entering Unmasked Estep 
Score: -8436925.000000 Penalty: 3306.019043
	Iteration 28Q: 3 clusters Score -8436925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 66445 members 
Entering Unmasked Estep 
Score: -8436922.000000 Penalty: 3306.019043
	Iteration 29Q: 3 clusters Score -8436922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 66444 members 
Entering Unmasked Estep 
Score: -8436925.000000 Penalty: 3306.019043
	Iteration 30Q: 3 clusters Score -8436925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 66444 members 
Entering Unmasked Estep 
Score: -8436925.000000 Penalty: 3306.019043
	Iteration 31F: 3 clusters Score -8436925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Entering Unmasked Estep 
Score: -1492727.125000 Penalty: 1394.874878
	Iteration 0F: 2 clusters Score -1492727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1484805.000000 Penalty: 2789.749756
	Iteration 0F: 3 clusters Score -1484805 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1487452.250000 Penalty: 2789.749756
	Iteration 1F: 3 clusters Score -1487452 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1487774.625000 Penalty: 2789.749756
	Iteration 2F: 3 clusters Score -1487775 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1487974.000000 Penalty: 2789.749756
	Iteration 3Q: 3 clusters Score -1487974 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1488128.000000 Penalty: 2789.749756
	Iteration 4Q: 3 clusters Score -1488128 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1488230.750000 Penalty: 2789.749756
	Iteration 5Q: 3 clusters Score -1488231 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1488310.250000 Penalty: 2789.749756
	Iteration 6Q: 3 clusters Score -1488310 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1488373.500000 Penalty: 2789.749756
	Iteration 7Q: 3 clusters Score -1488374 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1488420.375000 Penalty: 2789.749756
	Iteration 8Q: 3 clusters Score -1488420 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1488475.000000 Penalty: 2789.749756
	Iteration 9Q: 3 clusters Score -1488475 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1488525.125000 Penalty: 2789.749756
	Iteration 10Q: 3 clusters Score -1488525 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1488583.375000 Penalty: 2789.749756
	Iteration 11Q: 3 clusters Score -1488583 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1488641.875000 Penalty: 2789.749756
	Iteration 12Q: 3 clusters Score -1488642 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1488714.125000 Penalty: 2789.749756
	Iteration 13Q: 3 clusters Score -1488714 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1488804.000000 Penalty: 2789.749756
	Iteration 14Q: 3 clusters Score -1488804 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1488917.750000 Penalty: 2789.749756
	Iteration 15Q: 3 clusters Score -1488918 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1489076.625000 Penalty: 2789.749756
	Iteration 16Q: 3 clusters Score -1489077 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1489291.750000 Penalty: 2789.749756
	Iteration 17Q: 3 clusters Score -1489292 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1489555.125000 Penalty: 2789.749756
	Iteration 18Q: 3 clusters Score -1489555 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1489873.500000 Penalty: 2789.749756
	Iteration 19Q: 3 clusters Score -1489874 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1490228.500000 Penalty: 2789.749756
	Iteration 20F: 3 clusters Score -1490228 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1490562.125000 Penalty: 2789.749756
	Iteration 21Q: 3 clusters Score -1490562 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1490885.375000 Penalty: 2789.749756
	Iteration 22Q: 3 clusters Score -1490885 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1491129.375000 Penalty: 2789.749756
	Iteration 23Q: 3 clusters Score -1491129 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1491290.000000 Penalty: 2789.749756
	Iteration 24Q: 3 clusters Score -1491290 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1491397.750000 Penalty: 2789.749756
	Iteration 25Q: 3 clusters Score -1491398 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1491463.375000 Penalty: 2789.749756
	Iteration 26Q: 3 clusters Score -1491463 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1491526.250000 Penalty: 2789.749756
	Iteration 27Q: 3 clusters Score -1491526 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1491562.250000 Penalty: 2789.749756
	Iteration 28Q: 3 clusters Score -1491562 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1491577.625000 Penalty: 2789.749756
	Iteration 29Q: 3 clusters Score -1491578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1491588.750000 Penalty: 2789.749756
	Iteration 30Q: 3 clusters Score -1491589 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1491595.125000 Penalty: 2789.749756
	Iteration 31Q: 3 clusters Score -1491595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1491599.625000 Penalty: 2789.749756
	Iteration 32Q: 3 clusters Score -1491600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1491605.000000 Penalty: 2789.749756
	Iteration 33Q: 3 clusters Score -1491605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1491612.625000 Penalty: 2789.749756
	Iteration 34Q: 3 clusters Score -1491613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1491620.625000 Penalty: 2789.749756
	Iteration 35Q: 3 clusters Score -1491621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1491625.250000 Penalty: 2789.749756
	Iteration 36Q: 3 clusters Score -1491625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1491627.375000 Penalty: 2789.749756
	Iteration 37Q: 3 clusters Score -1491627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1491628.375000 Penalty: 2789.749756
	Iteration 38Q: 3 clusters Score -1491628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1491627.750000 Penalty: 2789.749756
	Iteration 39Q: 3 clusters Score -1491628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1491633.250000 Penalty: 2789.749756
	Iteration 40F: 3 clusters Score -1491633 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (67022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67022 members 
Entering Unmasked Estep 
Score: -8535591.000000 Penalty: 1653.581055
	Iteration 0F: 2 clusters Score -8535591 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33534 members 
Mstep: Class 2 contains 33488 members 
Entering Unmasked Estep 
Score: -8494539.000000 Penalty: 3307.162109
	Iteration 0F: 3 clusters Score -8494539 nChanged 31388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33636 members 
Mstep: Class 2 contains 33386 members 
Entering Unmasked Estep 
Score: -8511925.000000 Penalty: 3307.162109
	Iteration 1F: 3 clusters Score -8511925 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33819 members 
Mstep: Class 2 contains 33203 members 
Entering Unmasked Estep 
Score: -8512411.000000 Penalty: 3307.162109
	Iteration 2Q: 3 clusters Score -8512411 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34165 members 
Mstep: Class 2 contains 32857 members 
Entering Unmasked Estep 
Score: -8512889.000000 Penalty: 3307.162109
	Iteration 3Q: 3 clusters Score -8512889 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34652 members 
Mstep: Class 2 contains 32370 members 
Entering Unmasked Estep 
Score: -8513420.000000 Penalty: 3307.162109
	Iteration 4Q: 3 clusters Score -8513420 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35322 members 
Mstep: Class 2 contains 31700 members 
Entering Unmasked Estep 
Score: -8513933.000000 Penalty: 3307.162109
	Iteration 5Q: 3 clusters Score -8513933 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36315 members 
Mstep: Class 2 contains 30707 members 
Entering Unmasked Estep 
Score: -8514437.000000 Penalty: 3307.162109
	Iteration 6Q: 3 clusters Score -8514437 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37702 members 
Mstep: Class 2 contains 29320 members 
Entering Unmasked Estep 
Score: -8515068.000000 Penalty: 3307.162109
	Iteration 7Q: 3 clusters Score -8515068 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39631 members 
Mstep: Class 2 contains 27391 members 
Entering Unmasked Estep 
Score: -8515995.000000 Penalty: 3307.162109
	Iteration 8Q: 3 clusters Score -8515995 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42165 members 
Mstep: Class 2 contains 24857 members 
Entering Unmasked Estep 
Score: -8517240.000000 Penalty: 3307.162109
	Iteration 9Q: 3 clusters Score -8517240 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45340 members 
Mstep: Class 2 contains 21682 members 
Entering Unmasked Estep 
Score: -8518943.000000 Penalty: 3307.162109
	Iteration 10F: 3 clusters Score -8518943 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49257 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -8521422.000000 Penalty: 3307.162109
	Iteration 11F: 3 clusters Score -8521422 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53463 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -8524242.000000 Penalty: 3307.162109
	Iteration 12F: 3 clusters Score -8524242 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57414 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -8527112.000000 Penalty: 3307.162109
	Iteration 13F: 3 clusters Score -8527112 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60596 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -8529668.000000 Penalty: 3307.162109
	Iteration 14Q: 3 clusters Score -8529668 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62746 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -8531403.000000 Penalty: 3307.162109
	Iteration 15Q: 3 clusters Score -8531403 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64082 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -8532494.000000 Penalty: 3307.162109
	Iteration 16Q: 3 clusters Score -8532494 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64924 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -8533190.000000 Penalty: 3307.162109
	Iteration 17Q: 3 clusters Score -8533190 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65440 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -8533600.000000 Penalty: 3307.162109
	Iteration 18Q: 3 clusters Score -8533600 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65754 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -8533866.000000 Penalty: 3307.162109
	Iteration 19Q: 3 clusters Score -8533866 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65948 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -8534094.000000 Penalty: 3307.162109
	Iteration 20F: 3 clusters Score -8534094 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66069 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -8534196.000000 Penalty: 3307.162109
	Iteration 21Q: 3 clusters Score -8534196 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66156 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -8534293.000000 Penalty: 3307.162109
	Iteration 22Q: 3 clusters Score -8534293 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66209 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -8534347.000000 Penalty: 3307.162109
	Iteration 23Q: 3 clusters Score -8534347 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66244 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -8534386.000000 Penalty: 3307.162109
	Iteration 24Q: 3 clusters Score -8534386 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66263 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -8534401.000000 Penalty: 3307.162109
	Iteration 25Q: 3 clusters Score -8534401 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66277 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -8534416.000000 Penalty: 3307.162109
	Iteration 26Q: 3 clusters Score -8534416 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66282 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -8534436.000000 Penalty: 3307.162109
	Iteration 27Q: 3 clusters Score -8534436 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66289 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -8534452.000000 Penalty: 3307.162109
	Iteration 28Q: 3 clusters Score -8534452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66294 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -8534458.000000 Penalty: 3307.162109
	Iteration 29Q: 3 clusters Score -8534458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66297 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -8534461.000000 Penalty: 3307.162109
	Iteration 30Q: 3 clusters Score -8534461 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66304 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -8534472.000000 Penalty: 3307.162109
	Iteration 31Q: 3 clusters Score -8534472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66307 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -8534470.000000 Penalty: 3307.162109
	Iteration 32Q: 3 clusters Score -8534470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66307 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -8534474.000000 Penalty: 3307.162109
	Iteration 33Q: 3 clusters Score -8534474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66310 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -8534480.000000 Penalty: 3307.162109
	Iteration 34Q: 3 clusters Score -8534480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66312 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -8534479.000000 Penalty: 3307.162109
	Iteration 35Q: 3 clusters Score -8534479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66312 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -8534483.000000 Penalty: 3307.162109
	Iteration 36Q: 3 clusters Score -8534483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66313 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -8534486.000000 Penalty: 3307.162109
	Iteration 37Q: 3 clusters Score -8534486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66312 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -8534485.000000 Penalty: 3307.162109
	Iteration 38Q: 3 clusters Score -8534485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66312 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -8534485.000000 Penalty: 3307.162109
	Iteration 39F: 3 clusters Score -8534485 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (29027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29027 members 
Entering Unmasked Estep 
Score: -3558798.000000 Penalty: 1529.066162
	Iteration 0F: 2 clusters Score -3558798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -3539877.000000 Penalty: 3058.132324
	Iteration 0F: 3 clusters Score -3539877 nChanged 13050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -3546896.500000 Penalty: 3058.132324
	Iteration 1F: 3 clusters Score -3546896 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -3547341.500000 Penalty: 3058.132324
	Iteration 2Q: 3 clusters Score -3547342 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -3547749.500000 Penalty: 3058.132324
	Iteration 3Q: 3 clusters Score -3547750 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -3548161.000000 Penalty: 3058.132324
	Iteration 4Q: 3 clusters Score -3548161 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -3548585.000000 Penalty: 3058.132324
	Iteration 5Q: 3 clusters Score -3548585 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -3549095.250000 Penalty: 3058.132324
	Iteration 6Q: 3 clusters Score -3549095 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -3549766.500000 Penalty: 3058.132324
	Iteration 7Q: 3 clusters Score -3549766 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -3550663.000000 Penalty: 3058.132324
	Iteration 8F: 3 clusters Score -3550663 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 21454 members 
Entering Unmasked Estep 
Score: -3551875.500000 Penalty: 3058.132324
	Iteration 9F: 3 clusters Score -3551876 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -3553127.250000 Penalty: 3058.132324
	Iteration 10F: 3 clusters Score -3553127 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 24357 members 
Entering Unmasked Estep 
Score: -3554365.000000 Penalty: 3058.132324
	Iteration 11F: 3 clusters Score -3554365 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 25519 members 
Entering Unmasked Estep 
Score: -3555337.250000 Penalty: 3058.132324
	Iteration 12Q: 3 clusters Score -3555337 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 26432 members 
Entering Unmasked Estep 
Score: -3556045.250000 Penalty: 3058.132324
	Iteration 13Q: 3 clusters Score -3556045 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 27084 members 
Entering Unmasked Estep 
Score: -3556534.500000 Penalty: 3058.132324
	Iteration 14Q: 3 clusters Score -3556534 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 27544 members 
Entering Unmasked Estep 
Score: -3556882.250000 Penalty: 3058.132324
	Iteration 15Q: 3 clusters Score -3556882 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 27859 members 
Entering Unmasked Estep 
Score: -3557146.500000 Penalty: 3058.132324
	Iteration 16Q: 3 clusters Score -3557146 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 28059 members 
Entering Unmasked Estep 
Score: -3557315.000000 Penalty: 3058.132324
	Iteration 17Q: 3 clusters Score -3557315 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 28192 members 
Entering Unmasked Estep 
Score: -3557418.000000 Penalty: 3058.132324
	Iteration 18Q: 3 clusters Score -3557418 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 28285 members 
Entering Unmasked Estep 
Score: -3557499.500000 Penalty: 3058.132324
	Iteration 19Q: 3 clusters Score -3557500 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 28348 members 
Entering Unmasked Estep 
Score: -3557552.000000 Penalty: 3058.132324
	Iteration 20F: 3 clusters Score -3557552 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 28394 members 
Entering Unmasked Estep 
Score: -3557579.000000 Penalty: 3058.132324
	Iteration 21Q: 3 clusters Score -3557579 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 28423 members 
Entering Unmasked Estep 
Score: -3557598.000000 Penalty: 3058.132324
	Iteration 22Q: 3 clusters Score -3557598 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 28452 members 
Entering Unmasked Estep 
Score: -3557626.000000 Penalty: 3058.132324
	Iteration 23Q: 3 clusters Score -3557626 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 28480 members 
Entering Unmasked Estep 
Score: -3557645.750000 Penalty: 3058.132324
	Iteration 24Q: 3 clusters Score -3557646 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 28497 members 
Entering Unmasked Estep 
Score: -3557659.750000 Penalty: 3058.132324
	Iteration 25Q: 3 clusters Score -3557660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 28504 members 
Entering Unmasked Estep 
Score: -3557666.500000 Penalty: 3058.132324
	Iteration 26Q: 3 clusters Score -3557666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 28513 members 
Entering Unmasked Estep 
Score: -3557676.500000 Penalty: 3058.132324
	Iteration 27Q: 3 clusters Score -3557676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 28523 members 
Entering Unmasked Estep 
Score: -3557683.000000 Penalty: 3058.132324
	Iteration 28Q: 3 clusters Score -3557683 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 28533 members 
Entering Unmasked Estep 
Score: -3557690.250000 Penalty: 3058.132324
	Iteration 29Q: 3 clusters Score -3557690 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 28547 members 
Entering Unmasked Estep 
Score: -3557705.250000 Penalty: 3058.132324
	Iteration 30Q: 3 clusters Score -3557705 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 28557 members 
Entering Unmasked Estep 
Score: -3557717.250000 Penalty: 3058.132324
	Iteration 31Q: 3 clusters Score -3557717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 28562 members 
Entering Unmasked Estep 
Score: -3557722.250000 Penalty: 3058.132324
	Iteration 32Q: 3 clusters Score -3557722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 28558 members 
Entering Unmasked Estep 
Score: -3557723.750000 Penalty: 3058.132324
	Iteration 33Q: 3 clusters Score -3557724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 28559 members 
Entering Unmasked Estep 
Score: -3557724.000000 Penalty: 3058.132324
	Iteration 34Q: 3 clusters Score -3557724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 28559 members 
Entering Unmasked Estep 
Score: -3557727.750000 Penalty: 3058.132324
	Iteration 35Q: 3 clusters Score -3557728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 28560 members 
Entering Unmasked Estep 
Score: -3557726.250000 Penalty: 3058.132324
	Iteration 36Q: 3 clusters Score -3557726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 28563 members 
Entering Unmasked Estep 
Score: -3557728.500000 Penalty: 3058.132324
	Iteration 37Q: 3 clusters Score -3557728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 28566 members 
Entering Unmasked Estep 
Score: -3557737.000000 Penalty: 3058.132324
	Iteration 38Q: 3 clusters Score -3557737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 28567 members 
Entering Unmasked Estep 
Score: -3557735.750000 Penalty: 3058.132324
	Iteration 39Q: 3 clusters Score -3557736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 28568 members 
Entering Unmasked Estep 
Score: -3557730.000000 Penalty: 3058.132324
	Iteration 40F: 3 clusters Score -3557730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 28569 members 
Entering Unmasked Estep 
Score: -3557730.250000 Penalty: 3058.132324
	Iteration 41Q: 3 clusters Score -3557730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 28572 members 
Entering Unmasked Estep 
Score: -3557729.250000 Penalty: 3058.132324
	Iteration 42Q: 3 clusters Score -3557729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 28574 members 
Entering Unmasked Estep 
Score: -3557737.500000 Penalty: 3058.132324
	Iteration 43Q: 3 clusters Score -3557738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 28575 members 
Entering Unmasked Estep 
Score: -3557737.750000 Penalty: 3058.132324
	Iteration 44Q: 3 clusters Score -3557738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 28575 members 
Entering Unmasked Estep 
Score: -3557737.750000 Penalty: 3058.132324
	Iteration 45F: 3 clusters Score -3557738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (30936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30936 members 
Entering Unmasked Estep 
Score: -3924485.250000 Penalty: 1538.543823
	Iteration 0F: 2 clusters Score -3924485 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -3904334.250000 Penalty: 3077.087646
	Iteration 0F: 3 clusters Score -3904334 nChanged 13936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -3911841.250000 Penalty: 3077.087646
	Iteration 1F: 3 clusters Score -3911841 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -3912295.750000 Penalty: 3077.087646
	Iteration 2Q: 3 clusters Score -3912296 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -3912783.500000 Penalty: 3077.087646
	Iteration 3Q: 3 clusters Score -3912784 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -3913365.500000 Penalty: 3077.087646
	Iteration 4Q: 3 clusters Score -3913366 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -3914167.250000 Penalty: 3077.087646
	Iteration 5F: 3 clusters Score -3914167 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21255 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -3915315.750000 Penalty: 3077.087646
	Iteration 6F: 3 clusters Score -3915316 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23235 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -3916877.250000 Penalty: 3077.087646
	Iteration 7F: 3 clusters Score -3916877 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25240 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -3918563.500000 Penalty: 3077.087646
	Iteration 8F: 3 clusters Score -3918564 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27049 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -3920095.500000 Penalty: 3077.087646
	Iteration 9F: 3 clusters Score -3920096 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28430 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -3921281.000000 Penalty: 3077.087646
	Iteration 10Q: 3 clusters Score -3921281 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29368 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -3922080.000000 Penalty: 3077.087646
	Iteration 11Q: 3 clusters Score -3922080 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29936 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -3922559.750000 Penalty: 3077.087646
	Iteration 12Q: 3 clusters Score -3922560 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30244 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -3922843.750000 Penalty: 3077.087646
	Iteration 13Q: 3 clusters Score -3922844 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30391 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -3922985.250000 Penalty: 3077.087646
	Iteration 14Q: 3 clusters Score -3922985 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30470 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -3923075.750000 Penalty: 3077.087646
	Iteration 15Q: 3 clusters Score -3923076 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30519 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -3923128.750000 Penalty: 3077.087646
	Iteration 16Q: 3 clusters Score -3923129 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30548 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -3923170.000000 Penalty: 3077.087646
	Iteration 17Q: 3 clusters Score -3923170 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30570 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -3923202.500000 Penalty: 3077.087646
	Iteration 18Q: 3 clusters Score -3923202 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30585 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -3923220.750000 Penalty: 3077.087646
	Iteration 19Q: 3 clusters Score -3923221 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30597 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -3923247.250000 Penalty: 3077.087646
	Iteration 20F: 3 clusters Score -3923247 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30612 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -3923262.500000 Penalty: 3077.087646
	Iteration 21Q: 3 clusters Score -3923262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30622 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -3923265.250000 Penalty: 3077.087646
	Iteration 22Q: 3 clusters Score -3923265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30624 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -3923271.250000 Penalty: 3077.087646
	Iteration 23Q: 3 clusters Score -3923271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30627 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -3923273.250000 Penalty: 3077.087646
	Iteration 24Q: 3 clusters Score -3923273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30628 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -3923279.750000 Penalty: 3077.087646
	Iteration 25Q: 3 clusters Score -3923280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30631 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3923279.750000 Penalty: 3077.087646
	Iteration 26Q: 3 clusters Score -3923280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30635 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -3923283.250000 Penalty: 3077.087646
	Iteration 27Q: 3 clusters Score -3923283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30637 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3923283.750000 Penalty: 3077.087646
	Iteration 28Q: 3 clusters Score -3923284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30637 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3923283.000000 Penalty: 3077.087646
	Iteration 29Q: 3 clusters Score -3923283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30637 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3923283.000000 Penalty: 3077.087646
	Iteration 30F: 3 clusters Score -3923283 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Entering Unmasked Estep 
Score: -658246.750000 Penalty: 1284.725708
	Iteration 0F: 2 clusters Score -658246.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -654187.750000 Penalty: 2569.451416
	Iteration 0F: 3 clusters Score -654187.8 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -655405.500000 Penalty: 2569.451416
	Iteration 1F: 3 clusters Score -655405.5 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -655723.875000 Penalty: 2569.451416
	Iteration 2F: 3 clusters Score -655723.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -656014.687500 Penalty: 2569.451416
	Iteration 3F: 3 clusters Score -656014.7 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -656262.500000 Penalty: 2569.451416
	Iteration 4F: 3 clusters Score -656262.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -656515.625000 Penalty: 2569.451416
	Iteration 5F: 3 clusters Score -656515.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -656757.562500 Penalty: 2569.451416
	Iteration 6Q: 3 clusters Score -656757.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -656993.500000 Penalty: 2569.451416
	Iteration 7Q: 3 clusters Score -656993.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -657178.187500 Penalty: 2569.451416
	Iteration 8Q: 3 clusters Score -657178.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -657331.562500 Penalty: 2569.451416
	Iteration 9Q: 3 clusters Score -657331.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -657444.500000 Penalty: 2569.451416
	Iteration 10Q: 3 clusters Score -657444.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -657522.000000 Penalty: 2569.451416
	Iteration 11Q: 3 clusters Score -657522 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -657580.937500 Penalty: 2569.451416
	Iteration 12Q: 3 clusters Score -657580.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -657608.812500 Penalty: 2569.451416
	Iteration 13Q: 3 clusters Score -657608.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -657630.250000 Penalty: 2569.451416
	Iteration 14Q: 3 clusters Score -657630.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -657644.125000 Penalty: 2569.451416
	Iteration 15Q: 3 clusters Score -657644.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -657653.750000 Penalty: 2569.451416
	Iteration 16Q: 3 clusters Score -657653.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -657654.687500 Penalty: 2569.451416
	Iteration 17Q: 3 clusters Score -657654.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -657659.250000 Penalty: 2569.451416
	Iteration 18Q: 3 clusters Score -657659.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -657661.375000 Penalty: 2569.451416
	Iteration 19Q: 3 clusters Score -657661.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -657660.937500 Penalty: 2569.451416
	Iteration 20F: 3 clusters Score -657660.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -657663.375000 Penalty: 2569.451416
	Iteration 21Q: 3 clusters Score -657663.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -657664.500000 Penalty: 2569.451416
	Iteration 22Q: 3 clusters Score -657664.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -657664.562500 Penalty: 2569.451416
	Iteration 23Q: 3 clusters Score -657664.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -657667.562500 Penalty: 2569.451416
	Iteration 24Q: 3 clusters Score -657667.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -657666.312500 Penalty: 2569.451416
	Iteration 25Q: 3 clusters Score -657666.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -657667.000000 Penalty: 2569.451416
	Iteration 26Q: 3 clusters Score -657667 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -657669.125000 Penalty: 2569.451416
	Iteration 27Q: 3 clusters Score -657669.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -657671.750000 Penalty: 2569.451416
	Iteration 28Q: 3 clusters Score -657671.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -657671.750000 Penalty: 2569.451416
	Iteration 29Q: 3 clusters Score -657671.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -657673.687500 Penalty: 2569.451416
	Iteration 30Q: 3 clusters Score -657673.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -657674.687500 Penalty: 2569.451416
	Iteration 31Q: 3 clusters Score -657674.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -657676.812500 Penalty: 2569.451416
	Iteration 32Q: 3 clusters Score -657676.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -657678.812500 Penalty: 2569.451416
	Iteration 33Q: 3 clusters Score -657678.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -657680.625000 Penalty: 2569.451416
	Iteration 34Q: 3 clusters Score -657680.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -657683.500000 Penalty: 2569.451416
	Iteration 35Q: 3 clusters Score -657683.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -657685.562500 Penalty: 2569.451416
	Iteration 36Q: 3 clusters Score -657685.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -657685.562500 Penalty: 2569.451416
	Iteration 37Q: 3 clusters Score -657685.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -657686.000000 Penalty: 2569.451416
	Iteration 38Q: 3 clusters Score -657686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -657686.000000 Penalty: 2569.451416
	Iteration 39F: 3 clusters Score -657686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (52662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52662 members 
Entering Unmasked Estep 
Score: -6711321.500000 Penalty: 1617.701538
	Iteration 0F: 2 clusters Score -6711322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 26453 members 
Entering Unmasked Estep 
Score: -6677864.500000 Penalty: 3235.403076
	Iteration 0F: 3 clusters Score -6677864 nChanged 24416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25593 members 
Mstep: Class 2 contains 27069 members 
Entering Unmasked Estep 
Score: -6691606.500000 Penalty: 3235.403076
	Iteration 1F: 3 clusters Score -6691606 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25299 members 
Mstep: Class 2 contains 27363 members 
Entering Unmasked Estep 
Score: -6692249.000000 Penalty: 3235.403076
	Iteration 2Q: 3 clusters Score -6692249 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24926 members 
Mstep: Class 2 contains 27736 members 
Entering Unmasked Estep 
Score: -6692921.500000 Penalty: 3235.403076
	Iteration 3Q: 3 clusters Score -6692922 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24403 members 
Mstep: Class 2 contains 28259 members 
Entering Unmasked Estep 
Score: -6693642.000000 Penalty: 3235.403076
	Iteration 4Q: 3 clusters Score -6693642 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 28926 members 
Entering Unmasked Estep 
Score: -6694362.500000 Penalty: 3235.403076
	Iteration 5Q: 3 clusters Score -6694362 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22806 members 
Mstep: Class 2 contains 29856 members 
Entering Unmasked Estep 
Score: -6695278.500000 Penalty: 3235.403076
	Iteration 6Q: 3 clusters Score -6695278 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 31134 members 
Entering Unmasked Estep 
Score: -6696362.000000 Penalty: 3235.403076
	Iteration 7Q: 3 clusters Score -6696362 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 32766 members 
Entering Unmasked Estep 
Score: -6697684.000000 Penalty: 3235.403076
	Iteration 8Q: 3 clusters Score -6697684 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 34817 members 
Entering Unmasked Estep 
Score: -6699262.000000 Penalty: 3235.403076
	Iteration 9Q: 3 clusters Score -6699262 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 37186 members 
Entering Unmasked Estep 
Score: -6701047.500000 Penalty: 3235.403076
	Iteration 10F: 3 clusters Score -6701048 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 39791 members 
Entering Unmasked Estep 
Score: -6702981.000000 Penalty: 3235.403076
	Iteration 11F: 3 clusters Score -6702981 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 42429 members 
Entering Unmasked Estep 
Score: -6704915.500000 Penalty: 3235.403076
	Iteration 12F: 3 clusters Score -6704916 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 44754 members 
Entering Unmasked Estep 
Score: -6706552.500000 Penalty: 3235.403076
	Iteration 13Q: 3 clusters Score -6706552 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 46592 members 
Entering Unmasked Estep 
Score: -6707786.500000 Penalty: 3235.403076
	Iteration 14Q: 3 clusters Score -6707786 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 48011 members 
Entering Unmasked Estep 
Score: -6708688.500000 Penalty: 3235.403076
	Iteration 15Q: 3 clusters Score -6708688 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 48992 members 
Entering Unmasked Estep 
Score: -6709324.000000 Penalty: 3235.403076
	Iteration 16Q: 3 clusters Score -6709324 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 49667 members 
Entering Unmasked Estep 
Score: -6709802.000000 Penalty: 3235.403076
	Iteration 17Q: 3 clusters Score -6709802 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 50110 members 
Entering Unmasked Estep 
Score: -6710063.500000 Penalty: 3235.403076
	Iteration 18Q: 3 clusters Score -6710064 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 50389 members 
Entering Unmasked Estep 
Score: -6710224.500000 Penalty: 3235.403076
	Iteration 19Q: 3 clusters Score -6710224 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 50565 members 
Entering Unmasked Estep 
Score: -6710330.500000 Penalty: 3235.403076
	Iteration 20F: 3 clusters Score -6710330 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 50691 members 
Entering Unmasked Estep 
Score: -6710410.500000 Penalty: 3235.403076
	Iteration 21Q: 3 clusters Score -6710410 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 50789 members 
Entering Unmasked Estep 
Score: -6710479.000000 Penalty: 3235.403076
	Iteration 22Q: 3 clusters Score -6710479 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 50859 members 
Entering Unmasked Estep 
Score: -6710524.000000 Penalty: 3235.403076
	Iteration 23Q: 3 clusters Score -6710524 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 50938 members 
Entering Unmasked Estep 
Score: -6710564.500000 Penalty: 3235.403076
	Iteration 24Q: 3 clusters Score -6710564 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 50983 members 
Entering Unmasked Estep 
Score: -6710595.000000 Penalty: 3235.403076
	Iteration 25Q: 3 clusters Score -6710595 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 51014 members 
Entering Unmasked Estep 
Score: -6710615.500000 Penalty: 3235.403076
	Iteration 26Q: 3 clusters Score -6710616 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 51029 members 
Entering Unmasked Estep 
Score: -6710636.000000 Penalty: 3235.403076
	Iteration 27Q: 3 clusters Score -6710636 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 51038 members 
Entering Unmasked Estep 
Score: -6710654.000000 Penalty: 3235.403076
	Iteration 28Q: 3 clusters Score -6710654 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 51049 members 
Entering Unmasked Estep 
Score: -6710657.500000 Penalty: 3235.403076
	Iteration 29Q: 3 clusters Score -6710658 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 51068 members 
Entering Unmasked Estep 
Score: -6710668.500000 Penalty: 3235.403076
	Iteration 30Q: 3 clusters Score -6710668 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 51080 members 
Entering Unmasked Estep 
Score: -6710678.500000 Penalty: 3235.403076
	Iteration 31Q: 3 clusters Score -6710678 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 51094 members 
Entering Unmasked Estep 
Score: -6710678.000000 Penalty: 3235.403076
	Iteration 32Q: 3 clusters Score -6710678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 51101 members 
Entering Unmasked Estep 
Score: -6710677.500000 Penalty: 3235.403076
	Iteration 33Q: 3 clusters Score -6710678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 51106 members 
Entering Unmasked Estep 
Score: -6710682.500000 Penalty: 3235.403076
	Iteration 34Q: 3 clusters Score -6710682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 51111 members 
Entering Unmasked Estep 
Score: -6710692.500000 Penalty: 3235.403076
	Iteration 35Q: 3 clusters Score -6710692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 51118 members 
Entering Unmasked Estep 
Score: -6710698.000000 Penalty: 3235.403076
	Iteration 36Q: 3 clusters Score -6710698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 51122 members 
Entering Unmasked Estep 
Score: -6710694.000000 Penalty: 3235.403076
	Iteration 37Q: 3 clusters Score -6710694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 51123 members 
Entering Unmasked Estep 
Score: -6710702.000000 Penalty: 3235.403076
	Iteration 38Q: 3 clusters Score -6710702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 51124 members 
Entering Unmasked Estep 
Score: -6710700.500000 Penalty: 3235.403076
	Iteration 39Q: 3 clusters Score -6710700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 51125 members 
Entering Unmasked Estep 
Score: -6710692.500000 Penalty: 3235.403076
	Iteration 40F: 3 clusters Score -6710692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 51127 members 
Entering Unmasked Estep 
Score: -6710701.000000 Penalty: 3235.403076
	Iteration 41Q: 3 clusters Score -6710701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 51126 members 
Entering Unmasked Estep 
Score: -6710701.000000 Penalty: 3235.403076
	Iteration 42Q: 3 clusters Score -6710701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 51128 members 
Entering Unmasked Estep 
Score: -6710702.000000 Penalty: 3235.403076
	Iteration 43Q: 3 clusters Score -6710702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 51131 members 
Entering Unmasked Estep 
Score: -6710704.500000 Penalty: 3235.403076
	Iteration 44Q: 3 clusters Score -6710704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 51133 members 
Entering Unmasked Estep 
Score: -6710698.500000 Penalty: 3235.403076
	Iteration 45Q: 3 clusters Score -6710698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 51134 members 
Entering Unmasked Estep 
Score: -6710699.500000 Penalty: 3235.403076
	Iteration 46Q: 3 clusters Score -6710700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 51133 members 
Entering Unmasked Estep 
Score: -6710699.000000 Penalty: 3235.403076
	Iteration 47Q: 3 clusters Score -6710699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 51134 members 
Entering Unmasked Estep 
Score: -6710698.000000 Penalty: 3235.403076
	Iteration 48Q: 3 clusters Score -6710698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 51136 members 
Entering Unmasked Estep 
Score: -6710693.500000 Penalty: 3235.403076
	Iteration 49Q: 3 clusters Score -6710694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 51136 members 
Entering Unmasked Estep 
Score: -6710696.000000 Penalty: 3235.403076
	Iteration 50Q: 3 clusters Score -6710696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 51136 members 
Entering Unmasked Estep 
Score: -6710696.000000 Penalty: 3235.403076
	Iteration 51F: 3 clusters Score -6710696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (21715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Entering Unmasked Estep 
Score: -2759409.500000 Penalty: 1485.880981
	Iteration 0F: 2 clusters Score -2759410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -2745182.250000 Penalty: 2971.761963
	Iteration 0F: 3 clusters Score -2745182 nChanged 9623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -2750346.250000 Penalty: 2971.761963
	Iteration 1F: 3 clusters Score -2750346 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -2750741.250000 Penalty: 2971.761963
	Iteration 2F: 3 clusters Score -2750741 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -2751106.500000 Penalty: 2971.761963
	Iteration 3Q: 3 clusters Score -2751106 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -2751476.250000 Penalty: 2971.761963
	Iteration 4Q: 3 clusters Score -2751476 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -2751885.250000 Penalty: 2971.761963
	Iteration 5Q: 3 clusters Score -2751885 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -2752436.000000 Penalty: 2971.761963
	Iteration 6Q: 3 clusters Score -2752436 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -2753208.250000 Penalty: 2971.761963
	Iteration 7F: 3 clusters Score -2753208 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -2754174.500000 Penalty: 2971.761963
	Iteration 8F: 3 clusters Score -2754174 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -2755284.000000 Penalty: 2971.761963
	Iteration 9F: 3 clusters Score -2755284 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -2756327.250000 Penalty: 2971.761963
	Iteration 10F: 3 clusters Score -2756327 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 20009 members 
Entering Unmasked Estep 
Score: -2757099.000000 Penalty: 2971.761963
	Iteration 11Q: 3 clusters Score -2757099 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -2757598.500000 Penalty: 2971.761963
	Iteration 12Q: 3 clusters Score -2757598 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -2757877.000000 Penalty: 2971.761963
	Iteration 13Q: 3 clusters Score -2757877 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
Score: -2758017.250000 Penalty: 2971.761963
	Iteration 14Q: 3 clusters Score -2758017 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 21115 members 
Entering Unmasked Estep 
Score: -2758099.000000 Penalty: 2971.761963
	Iteration 15Q: 3 clusters Score -2758099 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 21164 members 
Entering Unmasked Estep 
Score: -2758158.250000 Penalty: 2971.761963
	Iteration 16Q: 3 clusters Score -2758158 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 21195 members 
Entering Unmasked Estep 
Score: -2758201.500000 Penalty: 2971.761963
	Iteration 17Q: 3 clusters Score -2758202 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 21213 members 
Entering Unmasked Estep 
Score: -2758225.000000 Penalty: 2971.761963
	Iteration 18Q: 3 clusters Score -2758225 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -2758237.000000 Penalty: 2971.761963
	Iteration 19Q: 3 clusters Score -2758237 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 21243 members 
Entering Unmasked Estep 
Score: -2758251.500000 Penalty: 2971.761963
	Iteration 20F: 3 clusters Score -2758252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 21254 members 
Entering Unmasked Estep 
Score: -2758263.500000 Penalty: 2971.761963
	Iteration 21Q: 3 clusters Score -2758264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -2758271.750000 Penalty: 2971.761963
	Iteration 22Q: 3 clusters Score -2758272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 21267 members 
Entering Unmasked Estep 
Score: -2758277.000000 Penalty: 2971.761963
	Iteration 23Q: 3 clusters Score -2758277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
Score: -2758276.250000 Penalty: 2971.761963
	Iteration 24Q: 3 clusters Score -2758276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 21271 members 
Entering Unmasked Estep 
Score: -2758281.250000 Penalty: 2971.761963
	Iteration 25Q: 3 clusters Score -2758281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 21275 members 
Entering Unmasked Estep 
Score: -2758284.250000 Penalty: 2971.761963
	Iteration 26Q: 3 clusters Score -2758284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -2758286.500000 Penalty: 2971.761963
	Iteration 27Q: 3 clusters Score -2758286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 21282 members 
Entering Unmasked Estep 
Score: -2758288.500000 Penalty: 2971.761963
	Iteration 28Q: 3 clusters Score -2758288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -2758291.000000 Penalty: 2971.761963
	Iteration 29Q: 3 clusters Score -2758291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -2758291.000000 Penalty: 2971.761963
	Iteration 30F: 3 clusters Score -2758291 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Entering Unmasked Estep 
Score: -19590.000000 Penalty: 842.130920
	Iteration 0F: 2 clusters Score -19590 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 129 members 
Entering Unmasked Estep 
Score: -18962.263672 Penalty: 1684.261841
	Iteration 0F: 3 clusters Score -18962.26 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -19154.865234 Penalty: 1684.261841
	Iteration 1F: 3 clusters Score -19154.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -19230.601562 Penalty: 1684.261841
	Iteration 2Q: 3 clusters Score -19230.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -19299.468750 Penalty: 1684.261841
	Iteration 3Q: 3 clusters Score -19299.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -19327.732422 Penalty: 1684.261841
	Iteration 4Q: 3 clusters Score -19327.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -19359.703125 Penalty: 1684.261841
	Iteration 5Q: 3 clusters Score -19359.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -19366.412109 Penalty: 1684.261841
	Iteration 6Q: 3 clusters Score -19366.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -19366.412109 Penalty: 1684.261841
	Iteration 7F: 3 clusters Score -19366.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Entering Unmasked Estep 
Score: -758378.062500 Penalty: 1302.078125
	Iteration 0F: 2 clusters Score -758378.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -753947.000000 Penalty: 2604.156250
	Iteration 0F: 3 clusters Score -753947 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -755236.625000 Penalty: 2604.156250
	Iteration 1F: 3 clusters Score -755236.6 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -755494.250000 Penalty: 2604.156250
	Iteration 2F: 3 clusters Score -755494.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -755643.375000 Penalty: 2604.156250
	Iteration 3Q: 3 clusters Score -755643.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -755764.250000 Penalty: 2604.156250
	Iteration 4Q: 3 clusters Score -755764.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -755868.312500 Penalty: 2604.156250
	Iteration 5Q: 3 clusters Score -755868.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -755959.125000 Penalty: 2604.156250
	Iteration 6Q: 3 clusters Score -755959.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -756036.937500 Penalty: 2604.156250
	Iteration 7Q: 3 clusters Score -756036.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -756107.500000 Penalty: 2604.156250
	Iteration 8Q: 3 clusters Score -756107.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -756156.312500 Penalty: 2604.156250
	Iteration 9Q: 3 clusters Score -756156.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -756194.125000 Penalty: 2604.156250
	Iteration 10Q: 3 clusters Score -756194.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -756232.250000 Penalty: 2604.156250
	Iteration 11Q: 3 clusters Score -756232.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -756266.437500 Penalty: 2604.156250
	Iteration 12Q: 3 clusters Score -756266.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -756295.437500 Penalty: 2604.156250
	Iteration 13Q: 3 clusters Score -756295.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -756329.562500 Penalty: 2604.156250
	Iteration 14Q: 3 clusters Score -756329.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -756359.562500 Penalty: 2604.156250
	Iteration 15Q: 3 clusters Score -756359.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -756384.437500 Penalty: 2604.156250
	Iteration 16Q: 3 clusters Score -756384.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -756407.312500 Penalty: 2604.156250
	Iteration 17Q: 3 clusters Score -756407.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -756425.812500 Penalty: 2604.156250
	Iteration 18Q: 3 clusters Score -756425.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -756440.187500 Penalty: 2604.156250
	Iteration 19Q: 3 clusters Score -756440.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -756456.812500 Penalty: 2604.156250
	Iteration 20F: 3 clusters Score -756456.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -756468.750000 Penalty: 2604.156250
	Iteration 21Q: 3 clusters Score -756468.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -756485.625000 Penalty: 2604.156250
	Iteration 22Q: 3 clusters Score -756485.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -756498.062500 Penalty: 2604.156250
	Iteration 23Q: 3 clusters Score -756498.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -756517.937500 Penalty: 2604.156250
	Iteration 24Q: 3 clusters Score -756517.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -756542.312500 Penalty: 2604.156250
	Iteration 25Q: 3 clusters Score -756542.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -756570.750000 Penalty: 2604.156250
	Iteration 26Q: 3 clusters Score -756570.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -756592.500000 Penalty: 2604.156250
	Iteration 27Q: 3 clusters Score -756592.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -756623.125000 Penalty: 2604.156250
	Iteration 28Q: 3 clusters Score -756623.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -756648.187500 Penalty: 2604.156250
	Iteration 29Q: 3 clusters Score -756648.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -756677.125000 Penalty: 2604.156250
	Iteration 30Q: 3 clusters Score -756677.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -756702.000000 Penalty: 2604.156250
	Iteration 31Q: 3 clusters Score -756702 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -756723.062500 Penalty: 2604.156250
	Iteration 32Q: 3 clusters Score -756723.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -756736.812500 Penalty: 2604.156250
	Iteration 33Q: 3 clusters Score -756736.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -756757.625000 Penalty: 2604.156250
	Iteration 34Q: 3 clusters Score -756757.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -756783.750000 Penalty: 2604.156250
	Iteration 35Q: 3 clusters Score -756783.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -756806.187500 Penalty: 2604.156250
	Iteration 36Q: 3 clusters Score -756806.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -756825.937500 Penalty: 2604.156250
	Iteration 37Q: 3 clusters Score -756825.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -756842.312500 Penalty: 2604.156250
	Iteration 38Q: 3 clusters Score -756842.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -756852.437500 Penalty: 2604.156250
	Iteration 39Q: 3 clusters Score -756852.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -756863.250000 Penalty: 2604.156250
	Iteration 40F: 3 clusters Score -756863.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -756876.875000 Penalty: 2604.156250
	Iteration 41Q: 3 clusters Score -756876.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -756890.812500 Penalty: 2604.156250
	Iteration 42Q: 3 clusters Score -756890.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -756903.750000 Penalty: 2604.156250
	Iteration 43Q: 3 clusters Score -756903.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -756919.937500 Penalty: 2604.156250
	Iteration 44Q: 3 clusters Score -756919.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -756926.687500 Penalty: 2604.156250
	Iteration 45Q: 3 clusters Score -756926.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -756936.375000 Penalty: 2604.156250
	Iteration 46Q: 3 clusters Score -756936.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -756949.187500 Penalty: 2604.156250
	Iteration 47Q: 3 clusters Score -756949.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -756957.000000 Penalty: 2604.156250
	Iteration 48Q: 3 clusters Score -756957 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -756968.562500 Penalty: 2604.156250
	Iteration 49Q: 3 clusters Score -756968.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -756981.937500 Penalty: 2604.156250
	Iteration 50Q: 3 clusters Score -756981.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -756990.500000 Penalty: 2604.156250
	Iteration 51Q: 3 clusters Score -756990.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -756997.187500 Penalty: 2604.156250
	Iteration 52Q: 3 clusters Score -756997.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -757002.500000 Penalty: 2604.156250
	Iteration 53Q: 3 clusters Score -757002.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -757010.000000 Penalty: 2604.156250
	Iteration 54Q: 3 clusters Score -757010 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -757015.687500 Penalty: 2604.156250
	Iteration 55Q: 3 clusters Score -757015.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -757019.187500 Penalty: 2604.156250
	Iteration 56Q: 3 clusters Score -757019.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -757022.625000 Penalty: 2604.156250
	Iteration 57Q: 3 clusters Score -757022.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -757031.687500 Penalty: 2604.156250
	Iteration 58Q: 3 clusters Score -757031.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -757038.062500 Penalty: 2604.156250
	Iteration 59Q: 3 clusters Score -757038.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -757044.250000 Penalty: 2604.156250
	Iteration 60F: 3 clusters Score -757044.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -757048.125000 Penalty: 2604.156250
	Iteration 61Q: 3 clusters Score -757048.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -757055.625000 Penalty: 2604.156250
	Iteration 62Q: 3 clusters Score -757055.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -757061.000000 Penalty: 2604.156250
	Iteration 63Q: 3 clusters Score -757061 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -757062.187500 Penalty: 2604.156250
	Iteration 64Q: 3 clusters Score -757062.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -757063.875000 Penalty: 2604.156250
	Iteration 65Q: 3 clusters Score -757063.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -757069.500000 Penalty: 2604.156250
	Iteration 66Q: 3 clusters Score -757069.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -757073.125000 Penalty: 2604.156250
	Iteration 67Q: 3 clusters Score -757073.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -757075.937500 Penalty: 2604.156250
	Iteration 68Q: 3 clusters Score -757075.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -757078.500000 Penalty: 2604.156250
	Iteration 69Q: 3 clusters Score -757078.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -757082.000000 Penalty: 2604.156250
	Iteration 70Q: 3 clusters Score -757082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -757085.937500 Penalty: 2604.156250
	Iteration 71Q: 3 clusters Score -757085.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -757086.250000 Penalty: 2604.156250
	Iteration 72Q: 3 clusters Score -757086.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -757089.750000 Penalty: 2604.156250
	Iteration 73Q: 3 clusters Score -757089.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -757093.187500 Penalty: 2604.156250
	Iteration 74Q: 3 clusters Score -757093.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -757096.062500 Penalty: 2604.156250
	Iteration 75Q: 3 clusters Score -757096.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -757098.250000 Penalty: 2604.156250
	Iteration 76Q: 3 clusters Score -757098.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -757097.937500 Penalty: 2604.156250
	Iteration 77Q: 3 clusters Score -757097.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -757099.062500 Penalty: 2604.156250
	Iteration 78Q: 3 clusters Score -757099.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -757100.562500 Penalty: 2604.156250
	Iteration 79Q: 3 clusters Score -757100.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -757101.562500 Penalty: 2604.156250
	Iteration 80F: 3 clusters Score -757101.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -757104.000000 Penalty: 2604.156250
	Iteration 81Q: 3 clusters Score -757104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -757107.125000 Penalty: 2604.156250
	Iteration 82Q: 3 clusters Score -757107.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -757111.250000 Penalty: 2604.156250
	Iteration 83Q: 3 clusters Score -757111.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -757115.312500 Penalty: 2604.156250
	Iteration 84Q: 3 clusters Score -757115.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -757117.812500 Penalty: 2604.156250
	Iteration 85Q: 3 clusters Score -757117.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -757120.562500 Penalty: 2604.156250
	Iteration 86Q: 3 clusters Score -757120.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -757124.437500 Penalty: 2604.156250
	Iteration 87Q: 3 clusters Score -757124.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -757130.750000 Penalty: 2604.156250
	Iteration 88Q: 3 clusters Score -757130.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -757130.812500 Penalty: 2604.156250
	Iteration 89Q: 3 clusters Score -757130.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -757131.812500 Penalty: 2604.156250
	Iteration 90Q: 3 clusters Score -757131.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -757136.500000 Penalty: 2604.156250
	Iteration 91Q: 3 clusters Score -757136.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -757137.062500 Penalty: 2604.156250
	Iteration 92Q: 3 clusters Score -757137.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -757138.625000 Penalty: 2604.156250
	Iteration 93Q: 3 clusters Score -757138.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -757141.250000 Penalty: 2604.156250
	Iteration 94Q: 3 clusters Score -757141.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -757144.812500 Penalty: 2604.156250
	Iteration 95Q: 3 clusters Score -757144.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -757147.125000 Penalty: 2604.156250
	Iteration 96Q: 3 clusters Score -757147.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -757149.312500 Penalty: 2604.156250
	Iteration 97Q: 3 clusters Score -757149.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -757149.562500 Penalty: 2604.156250
	Iteration 98Q: 3 clusters Score -757149.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -757155.500000 Penalty: 2604.156250
	Iteration 99Q: 3 clusters Score -757155.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -757158.812500 Penalty: 2604.156250
	Iteration 100F: 3 clusters Score -757158.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -757163.187500 Penalty: 2604.156250
	Iteration 101Q: 3 clusters Score -757163.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -757166.000000 Penalty: 2604.156250
	Iteration 102Q: 3 clusters Score -757166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -757170.000000 Penalty: 2604.156250
	Iteration 103Q: 3 clusters Score -757170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -757172.812500 Penalty: 2604.156250
	Iteration 104Q: 3 clusters Score -757172.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -757176.625000 Penalty: 2604.156250
	Iteration 105Q: 3 clusters Score -757176.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -757179.937500 Penalty: 2604.156250
	Iteration 106Q: 3 clusters Score -757179.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -757185.125000 Penalty: 2604.156250
	Iteration 107Q: 3 clusters Score -757185.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -757189.937500 Penalty: 2604.156250
	Iteration 108Q: 3 clusters Score -757189.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -757191.062500 Penalty: 2604.156250
	Iteration 109Q: 3 clusters Score -757191.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -757195.187500 Penalty: 2604.156250
	Iteration 110Q: 3 clusters Score -757195.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -757194.750000 Penalty: 2604.156250
	Iteration 111Q: 3 clusters Score -757194.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -757199.562500 Penalty: 2604.156250
	Iteration 112Q: 3 clusters Score -757199.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -757203.875000 Penalty: 2604.156250
	Iteration 113Q: 3 clusters Score -757203.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -757206.562500 Penalty: 2604.156250
	Iteration 114Q: 3 clusters Score -757206.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -757210.250000 Penalty: 2604.156250
	Iteration 115Q: 3 clusters Score -757210.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -757210.562500 Penalty: 2604.156250
	Iteration 116Q: 3 clusters Score -757210.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -757214.125000 Penalty: 2604.156250
	Iteration 117Q: 3 clusters Score -757214.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -757215.000000 Penalty: 2604.156250
	Iteration 118Q: 3 clusters Score -757215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -757218.125000 Penalty: 2604.156250
	Iteration 119Q: 3 clusters Score -757218.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -757220.375000 Penalty: 2604.156250
	Iteration 120F: 3 clusters Score -757220.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -757220.562500 Penalty: 2604.156250
	Iteration 121Q: 3 clusters Score -757220.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -757225.000000 Penalty: 2604.156250
	Iteration 122Q: 3 clusters Score -757225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -757224.812500 Penalty: 2604.156250
	Iteration 123Q: 3 clusters Score -757224.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -757225.812500 Penalty: 2604.156250
	Iteration 124Q: 3 clusters Score -757225.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -757229.625000 Penalty: 2604.156250
	Iteration 125Q: 3 clusters Score -757229.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -757232.375000 Penalty: 2604.156250
	Iteration 126Q: 3 clusters Score -757232.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -757234.937500 Penalty: 2604.156250
	Iteration 127Q: 3 clusters Score -757234.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -757239.062500 Penalty: 2604.156250
	Iteration 128Q: 3 clusters Score -757239.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -757239.000000 Penalty: 2604.156250
	Iteration 129Q: 3 clusters Score -757239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -757240.187500 Penalty: 2604.156250
	Iteration 130Q: 3 clusters Score -757240.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -757241.375000 Penalty: 2604.156250
	Iteration 131Q: 3 clusters Score -757241.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -757240.937500 Penalty: 2604.156250
	Iteration 132Q: 3 clusters Score -757240.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -757242.812500 Penalty: 2604.156250
	Iteration 133Q: 3 clusters Score -757242.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -757242.875000 Penalty: 2604.156250
	Iteration 134Q: 3 clusters Score -757242.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -757246.937500 Penalty: 2604.156250
	Iteration 135Q: 3 clusters Score -757246.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -757245.187500 Penalty: 2604.156250
	Iteration 136Q: 3 clusters Score -757245.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -757246.500000 Penalty: 2604.156250
	Iteration 137Q: 3 clusters Score -757246.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -757246.500000 Penalty: 2604.156250
	Iteration 138F: 3 clusters Score -757246.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (36519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36519 members 
Entering Unmasked Estep 
Score: -4503623.500000 Penalty: 1563.231445
	Iteration 0F: 2 clusters Score -4503624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -4479792.500000 Penalty: 3126.462891
	Iteration 0F: 3 clusters Score -4479792 nChanged 16708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -4488961.500000 Penalty: 3126.462891
	Iteration 1F: 3 clusters Score -4488962 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -4489457.000000 Penalty: 3126.462891
	Iteration 2Q: 3 clusters Score -4489457 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -4489958.500000 Penalty: 3126.462891
	Iteration 3Q: 3 clusters Score -4489958 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21401 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -4490515.500000 Penalty: 3126.462891
	Iteration 4Q: 3 clusters Score -4490516 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22687 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -4491303.000000 Penalty: 3126.462891
	Iteration 5Q: 3 clusters Score -4491303 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24354 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -4492407.500000 Penalty: 3126.462891
	Iteration 6F: 3 clusters Score -4492408 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26426 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -4493886.500000 Penalty: 3126.462891
	Iteration 7F: 3 clusters Score -4493886 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28732 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -4495732.500000 Penalty: 3126.462891
	Iteration 8F: 3 clusters Score -4495732 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31055 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -4497716.000000 Penalty: 3126.462891
	Iteration 9F: 3 clusters Score -4497716 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33031 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -4499493.500000 Penalty: 3126.462891
	Iteration 10F: 3 clusters Score -4499494 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34451 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -4500778.000000 Penalty: 3126.462891
	Iteration 11Q: 3 clusters Score -4500778 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35292 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -4501560.500000 Penalty: 3126.462891
	Iteration 12Q: 3 clusters Score -4501560 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35696 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -4501983.000000 Penalty: 3126.462891
	Iteration 13Q: 3 clusters Score -4501983 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35861 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -4502170.000000 Penalty: 3126.462891
	Iteration 14Q: 3 clusters Score -4502170 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35947 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -4502261.500000 Penalty: 3126.462891
	Iteration 15Q: 3 clusters Score -4502262 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35998 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -4502314.500000 Penalty: 3126.462891
	Iteration 16Q: 3 clusters Score -4502314 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36035 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -4502365.000000 Penalty: 3126.462891
	Iteration 17Q: 3 clusters Score -4502365 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36053 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -4502392.500000 Penalty: 3126.462891
	Iteration 18Q: 3 clusters Score -4502392 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36071 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -4502421.000000 Penalty: 3126.462891
	Iteration 19Q: 3 clusters Score -4502421 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36086 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -4502447.000000 Penalty: 3126.462891
	Iteration 20F: 3 clusters Score -4502447 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36098 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -4502459.000000 Penalty: 3126.462891
	Iteration 21Q: 3 clusters Score -4502459 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36107 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -4502478.500000 Penalty: 3126.462891
	Iteration 22Q: 3 clusters Score -4502478 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36116 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -4502492.000000 Penalty: 3126.462891
	Iteration 23Q: 3 clusters Score -4502492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36123 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -4502493.000000 Penalty: 3126.462891
	Iteration 24Q: 3 clusters Score -4502493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36126 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -4502496.000000 Penalty: 3126.462891
	Iteration 25Q: 3 clusters Score -4502496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36126 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -4502503.000000 Penalty: 3126.462891
	Iteration 26Q: 3 clusters Score -4502503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36126 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -4502510.000000 Penalty: 3126.462891
	Iteration 27Q: 3 clusters Score -4502510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36130 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -4502511.000000 Penalty: 3126.462891
	Iteration 28Q: 3 clusters Score -4502511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36132 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -4502522.000000 Penalty: 3126.462891
	Iteration 29Q: 3 clusters Score -4502522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36138 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -4502535.500000 Penalty: 3126.462891
	Iteration 30Q: 3 clusters Score -4502536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36139 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -4502536.000000 Penalty: 3126.462891
	Iteration 31Q: 3 clusters Score -4502536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36136 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -4502540.000000 Penalty: 3126.462891
	Iteration 32Q: 3 clusters Score -4502540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36136 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -4502540.500000 Penalty: 3126.462891
	Iteration 33Q: 3 clusters Score -4502540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36136 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -4502540.500000 Penalty: 3126.462891
	Iteration 34F: 3 clusters Score -4502540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Entering Unmasked Estep 
Score: -235035.203125 Penalty: 1143.973999
	Iteration 0F: 2 clusters Score -235035.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -233087.359375 Penalty: 2287.947998
	Iteration 0F: 3 clusters Score -233087.4 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -233636.906250 Penalty: 2287.947998
	Iteration 1F: 3 clusters Score -233636.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -233790.531250 Penalty: 2287.947998
	Iteration 2F: 3 clusters Score -233790.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -233878.484375 Penalty: 2287.947998
	Iteration 3Q: 3 clusters Score -233878.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -233939.625000 Penalty: 2287.947998
	Iteration 4Q: 3 clusters Score -233939.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -233988.796875 Penalty: 2287.947998
	Iteration 5Q: 3 clusters Score -233988.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -234031.468750 Penalty: 2287.947998
	Iteration 6Q: 3 clusters Score -234031.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -234066.203125 Penalty: 2287.947998
	Iteration 7Q: 3 clusters Score -234066.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -234080.859375 Penalty: 2287.947998
	Iteration 8Q: 3 clusters Score -234080.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -234094.812500 Penalty: 2287.947998
	Iteration 9Q: 3 clusters Score -234094.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -234107.640625 Penalty: 2287.947998
	Iteration 10Q: 3 clusters Score -234107.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -234116.015625 Penalty: 2287.947998
	Iteration 11Q: 3 clusters Score -234116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -234120.921875 Penalty: 2287.947998
	Iteration 12Q: 3 clusters Score -234120.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -234126.890625 Penalty: 2287.947998
	Iteration 13Q: 3 clusters Score -234126.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -234132.515625 Penalty: 2287.947998
	Iteration 14Q: 3 clusters Score -234132.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -234136.250000 Penalty: 2287.947998
	Iteration 15Q: 3 clusters Score -234136.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -234142.500000 Penalty: 2287.947998
	Iteration 16Q: 3 clusters Score -234142.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -234150.828125 Penalty: 2287.947998
	Iteration 17Q: 3 clusters Score -234150.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -234162.718750 Penalty: 2287.947998
	Iteration 18Q: 3 clusters Score -234162.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -234175.328125 Penalty: 2287.947998
	Iteration 19Q: 3 clusters Score -234175.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -234181.562500 Penalty: 2287.947998
	Iteration 20F: 3 clusters Score -234181.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -234185.890625 Penalty: 2287.947998
	Iteration 21Q: 3 clusters Score -234185.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -234189.031250 Penalty: 2287.947998
	Iteration 22Q: 3 clusters Score -234189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -234191.937500 Penalty: 2287.947998
	Iteration 23Q: 3 clusters Score -234191.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -234194.687500 Penalty: 2287.947998
	Iteration 24Q: 3 clusters Score -234194.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -234197.359375 Penalty: 2287.947998
	Iteration 25Q: 3 clusters Score -234197.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -234199.328125 Penalty: 2287.947998
	Iteration 26Q: 3 clusters Score -234199.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -234202.015625 Penalty: 2287.947998
	Iteration 27Q: 3 clusters Score -234202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -234204.140625 Penalty: 2287.947998
	Iteration 28Q: 3 clusters Score -234204.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -234209.015625 Penalty: 2287.947998
	Iteration 29Q: 3 clusters Score -234209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -234214.171875 Penalty: 2287.947998
	Iteration 30Q: 3 clusters Score -234214.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -234217.234375 Penalty: 2287.947998
	Iteration 31Q: 3 clusters Score -234217.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -234221.437500 Penalty: 2287.947998
	Iteration 32Q: 3 clusters Score -234221.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -234224.515625 Penalty: 2287.947998
	Iteration 33Q: 3 clusters Score -234224.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -234225.953125 Penalty: 2287.947998
	Iteration 34Q: 3 clusters Score -234226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -234225.968750 Penalty: 2287.947998
	Iteration 35Q: 3 clusters Score -234226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -234225.968750 Penalty: 2287.947998
	Iteration 36F: 3 clusters Score -234226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Entering Unmasked Estep 
Score: -718434.750000 Penalty: 1286.122681
	Iteration 0F: 2 clusters Score -718434.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -714323.250000 Penalty: 2572.245361
	Iteration 0F: 3 clusters Score -714323.2 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -715542.625000 Penalty: 2572.245361
	Iteration 1F: 3 clusters Score -715542.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -715752.187500 Penalty: 2572.245361
	Iteration 2F: 3 clusters Score -715752.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -715882.937500 Penalty: 2572.245361
	Iteration 3Q: 3 clusters Score -715882.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -715959.437500 Penalty: 2572.245361
	Iteration 4Q: 3 clusters Score -715959.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -716022.937500 Penalty: 2572.245361
	Iteration 5Q: 3 clusters Score -716022.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -716071.937500 Penalty: 2572.245361
	Iteration 6Q: 3 clusters Score -716071.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -716107.937500 Penalty: 2572.245361
	Iteration 7Q: 3 clusters Score -716107.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -716139.250000 Penalty: 2572.245361
	Iteration 8Q: 3 clusters Score -716139.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -716166.812500 Penalty: 2572.245361
	Iteration 9Q: 3 clusters Score -716166.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -716192.062500 Penalty: 2572.245361
	Iteration 10Q: 3 clusters Score -716192.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -716221.562500 Penalty: 2572.245361
	Iteration 11Q: 3 clusters Score -716221.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -716240.687500 Penalty: 2572.245361
	Iteration 12Q: 3 clusters Score -716240.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -716258.687500 Penalty: 2572.245361
	Iteration 13Q: 3 clusters Score -716258.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -716275.500000 Penalty: 2572.245361
	Iteration 14Q: 3 clusters Score -716275.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -716290.062500 Penalty: 2572.245361
	Iteration 15Q: 3 clusters Score -716290.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -716302.312500 Penalty: 2572.245361
	Iteration 16Q: 3 clusters Score -716302.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -716318.875000 Penalty: 2572.245361
	Iteration 17Q: 3 clusters Score -716318.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -716331.812500 Penalty: 2572.245361
	Iteration 18Q: 3 clusters Score -716331.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -716337.500000 Penalty: 2572.245361
	Iteration 19Q: 3 clusters Score -716337.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -716343.062500 Penalty: 2572.245361
	Iteration 20F: 3 clusters Score -716343.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -716348.812500 Penalty: 2572.245361
	Iteration 21Q: 3 clusters Score -716348.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -716356.687500 Penalty: 2572.245361
	Iteration 22Q: 3 clusters Score -716356.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -716367.625000 Penalty: 2572.245361
	Iteration 23Q: 3 clusters Score -716367.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -716380.062500 Penalty: 2572.245361
	Iteration 24Q: 3 clusters Score -716380.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -716387.687500 Penalty: 2572.245361
	Iteration 25Q: 3 clusters Score -716387.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -716396.937500 Penalty: 2572.245361
	Iteration 26Q: 3 clusters Score -716396.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -716406.312500 Penalty: 2572.245361
	Iteration 27Q: 3 clusters Score -716406.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -716415.000000 Penalty: 2572.245361
	Iteration 28Q: 3 clusters Score -716415 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -716422.000000 Penalty: 2572.245361
	Iteration 29Q: 3 clusters Score -716422 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -716426.937500 Penalty: 2572.245361
	Iteration 30Q: 3 clusters Score -716426.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -716432.375000 Penalty: 2572.245361
	Iteration 31Q: 3 clusters Score -716432.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -716433.875000 Penalty: 2572.245361
	Iteration 32Q: 3 clusters Score -716433.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -716439.000000 Penalty: 2572.245361
	Iteration 33Q: 3 clusters Score -716439 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -716442.000000 Penalty: 2572.245361
	Iteration 34Q: 3 clusters Score -716442 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -716448.062500 Penalty: 2572.245361
	Iteration 35Q: 3 clusters Score -716448.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -716454.312500 Penalty: 2572.245361
	Iteration 36Q: 3 clusters Score -716454.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -716459.187500 Penalty: 2572.245361
	Iteration 37Q: 3 clusters Score -716459.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -716463.062500 Penalty: 2572.245361
	Iteration 38Q: 3 clusters Score -716463.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -716468.375000 Penalty: 2572.245361
	Iteration 39Q: 3 clusters Score -716468.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -716470.812500 Penalty: 2572.245361
	Iteration 40F: 3 clusters Score -716470.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -716475.750000 Penalty: 2572.245361
	Iteration 41Q: 3 clusters Score -716475.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -716479.375000 Penalty: 2572.245361
	Iteration 42Q: 3 clusters Score -716479.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -716485.250000 Penalty: 2572.245361
	Iteration 43Q: 3 clusters Score -716485.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -716490.750000 Penalty: 2572.245361
	Iteration 44Q: 3 clusters Score -716490.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -716494.875000 Penalty: 2572.245361
	Iteration 45Q: 3 clusters Score -716494.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -716499.125000 Penalty: 2572.245361
	Iteration 46Q: 3 clusters Score -716499.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -716503.812500 Penalty: 2572.245361
	Iteration 47Q: 3 clusters Score -716503.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -716511.062500 Penalty: 2572.245361
	Iteration 48Q: 3 clusters Score -716511.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -716515.812500 Penalty: 2572.245361
	Iteration 49Q: 3 clusters Score -716515.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -716525.312500 Penalty: 2572.245361
	Iteration 50Q: 3 clusters Score -716525.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -716528.937500 Penalty: 2572.245361
	Iteration 51Q: 3 clusters Score -716528.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -716535.500000 Penalty: 2572.245361
	Iteration 52Q: 3 clusters Score -716535.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -716546.375000 Penalty: 2572.245361
	Iteration 53Q: 3 clusters Score -716546.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -716553.437500 Penalty: 2572.245361
	Iteration 54Q: 3 clusters Score -716553.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -716562.750000 Penalty: 2572.245361
	Iteration 55Q: 3 clusters Score -716562.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -716575.562500 Penalty: 2572.245361
	Iteration 56Q: 3 clusters Score -716575.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -716583.562500 Penalty: 2572.245361
	Iteration 57Q: 3 clusters Score -716583.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -716594.812500 Penalty: 2572.245361
	Iteration 58Q: 3 clusters Score -716594.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -716604.562500 Penalty: 2572.245361
	Iteration 59Q: 3 clusters Score -716604.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -716613.000000 Penalty: 2572.245361
	Iteration 60F: 3 clusters Score -716613 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -716619.625000 Penalty: 2572.245361
	Iteration 61Q: 3 clusters Score -716619.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -716629.812500 Penalty: 2572.245361
	Iteration 62Q: 3 clusters Score -716629.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -716636.750000 Penalty: 2572.245361
	Iteration 63Q: 3 clusters Score -716636.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -716645.000000 Penalty: 2572.245361
	Iteration 64Q: 3 clusters Score -716645 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -716654.875000 Penalty: 2572.245361
	Iteration 65Q: 3 clusters Score -716654.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -716664.500000 Penalty: 2572.245361
	Iteration 66Q: 3 clusters Score -716664.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -716669.750000 Penalty: 2572.245361
	Iteration 67Q: 3 clusters Score -716669.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -716678.375000 Penalty: 2572.245361
	Iteration 68Q: 3 clusters Score -716678.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -716692.250000 Penalty: 2572.245361
	Iteration 69Q: 3 clusters Score -716692.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -716701.875000 Penalty: 2572.245361
	Iteration 70Q: 3 clusters Score -716701.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -716714.125000 Penalty: 2572.245361
	Iteration 71Q: 3 clusters Score -716714.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -716725.062500 Penalty: 2572.245361
	Iteration 72Q: 3 clusters Score -716725.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -716736.937500 Penalty: 2572.245361
	Iteration 73Q: 3 clusters Score -716736.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -716747.875000 Penalty: 2572.245361
	Iteration 74Q: 3 clusters Score -716747.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -716755.562500 Penalty: 2572.245361
	Iteration 75Q: 3 clusters Score -716755.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -716764.187500 Penalty: 2572.245361
	Iteration 76Q: 3 clusters Score -716764.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -716771.437500 Penalty: 2572.245361
	Iteration 77Q: 3 clusters Score -716771.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -716780.500000 Penalty: 2572.245361
	Iteration 78Q: 3 clusters Score -716780.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -716790.625000 Penalty: 2572.245361
	Iteration 79Q: 3 clusters Score -716790.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -716798.750000 Penalty: 2572.245361
	Iteration 80F: 3 clusters Score -716798.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -716810.187500 Penalty: 2572.245361
	Iteration 81Q: 3 clusters Score -716810.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -716821.375000 Penalty: 2572.245361
	Iteration 82Q: 3 clusters Score -716821.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -716831.875000 Penalty: 2572.245361
	Iteration 83Q: 3 clusters Score -716831.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -716847.187500 Penalty: 2572.245361
	Iteration 84Q: 3 clusters Score -716847.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -716866.312500 Penalty: 2572.245361
	Iteration 85Q: 3 clusters Score -716866.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -716886.625000 Penalty: 2572.245361
	Iteration 86Q: 3 clusters Score -716886.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -716902.375000 Penalty: 2572.245361
	Iteration 87Q: 3 clusters Score -716902.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -716918.562500 Penalty: 2572.245361
	Iteration 88Q: 3 clusters Score -716918.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -716937.062500 Penalty: 2572.245361
	Iteration 89Q: 3 clusters Score -716937.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -716958.437500 Penalty: 2572.245361
	Iteration 90Q: 3 clusters Score -716958.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -716977.500000 Penalty: 2572.245361
	Iteration 91Q: 3 clusters Score -716977.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -717002.125000 Penalty: 2572.245361
	Iteration 92Q: 3 clusters Score -717002.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -717032.500000 Penalty: 2572.245361
	Iteration 93Q: 3 clusters Score -717032.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -717055.875000 Penalty: 2572.245361
	Iteration 94Q: 3 clusters Score -717055.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -717077.312500 Penalty: 2572.245361
	Iteration 95Q: 3 clusters Score -717077.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -717100.937500 Penalty: 2572.245361
	Iteration 96Q: 3 clusters Score -717100.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -717125.000000 Penalty: 2572.245361
	Iteration 97Q: 3 clusters Score -717125 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -717143.125000 Penalty: 2572.245361
	Iteration 98Q: 3 clusters Score -717143.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -717162.875000 Penalty: 2572.245361
	Iteration 99Q: 3 clusters Score -717162.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -717180.812500 Penalty: 2572.245361
	Iteration 100F: 3 clusters Score -717180.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -717199.750000 Penalty: 2572.245361
	Iteration 101Q: 3 clusters Score -717199.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -717212.875000 Penalty: 2572.245361
	Iteration 102Q: 3 clusters Score -717212.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -717224.812500 Penalty: 2572.245361
	Iteration 103Q: 3 clusters Score -717224.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -717240.750000 Penalty: 2572.245361
	Iteration 104Q: 3 clusters Score -717240.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -717262.312500 Penalty: 2572.245361
	Iteration 105Q: 3 clusters Score -717262.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -717291.187500 Penalty: 2572.245361
	Iteration 106Q: 3 clusters Score -717291.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -717314.875000 Penalty: 2572.245361
	Iteration 107Q: 3 clusters Score -717314.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -717331.250000 Penalty: 2572.245361
	Iteration 108Q: 3 clusters Score -717331.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -717338.750000 Penalty: 2572.245361
	Iteration 109Q: 3 clusters Score -717338.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -717343.000000 Penalty: 2572.245361
	Iteration 110Q: 3 clusters Score -717343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -717343.937500 Penalty: 2572.245361
	Iteration 111Q: 3 clusters Score -717343.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -717343.937500 Penalty: 2572.245361
	Iteration 112F: 3 clusters Score -717343.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (67503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67503 members 
Entering Unmasked Estep 
Score: -8415752.000000 Penalty: 1654.645264
	Iteration 0F: 2 clusters Score -8415752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33966 members 
Mstep: Class 2 contains 33537 members 
Entering Unmasked Estep 
Score: -8374002.000000 Penalty: 3309.290527
	Iteration 0F: 3 clusters Score -8374002 nChanged 31377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36367 members 
Mstep: Class 2 contains 31136 members 
Entering Unmasked Estep 
Score: -8391876.000000 Penalty: 3309.290527
	Iteration 1F: 3 clusters Score -8391876 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37930 members 
Mstep: Class 2 contains 29573 members 
Entering Unmasked Estep 
Score: -8392690.000000 Penalty: 3309.290527
	Iteration 2Q: 3 clusters Score -8392690 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40167 members 
Mstep: Class 2 contains 27336 members 
Entering Unmasked Estep 
Score: -8393836.000000 Penalty: 3309.290527
	Iteration 3Q: 3 clusters Score -8393836 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43429 members 
Mstep: Class 2 contains 24074 members 
Entering Unmasked Estep 
Score: -8395463.000000 Penalty: 3309.290527
	Iteration 4F: 3 clusters Score -8395463 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47701 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -8397865.000000 Penalty: 3309.290527
	Iteration 5F: 3 clusters Score -8397865 nChanged 5180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52797 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -8401202.000000 Penalty: 3309.290527
	Iteration 6F: 3 clusters Score -8401202 nChanged 5161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57936 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -8405281.000000 Penalty: 3309.290527
	Iteration 7F: 3 clusters Score -8405281 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62400 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -8409358.000000 Penalty: 3309.290527
	Iteration 8F: 3 clusters Score -8409358 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65151 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -8411982.000000 Penalty: 3309.290527
	Iteration 9Q: 3 clusters Score -8411982 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66505 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -8413349.000000 Penalty: 3309.290527
	Iteration 10Q: 3 clusters Score -8413349 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67011 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -8413978.000000 Penalty: 3309.290527
	Iteration 11Q: 3 clusters Score -8413978 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67157 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -8414184.000000 Penalty: 3309.290527
	Iteration 12Q: 3 clusters Score -8414184 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67208 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -8414257.000000 Penalty: 3309.290527
	Iteration 13Q: 3 clusters Score -8414257 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67235 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -8414294.000000 Penalty: 3309.290527
	Iteration 14Q: 3 clusters Score -8414294 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67254 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -8414329.000000 Penalty: 3309.290527
	Iteration 15Q: 3 clusters Score -8414329 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67264 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -8414355.000000 Penalty: 3309.290527
	Iteration 16Q: 3 clusters Score -8414355 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67269 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -8414364.000000 Penalty: 3309.290527
	Iteration 17Q: 3 clusters Score -8414364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67273 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -8414378.000000 Penalty: 3309.290527
	Iteration 18Q: 3 clusters Score -8414378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67274 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -8414383.000000 Penalty: 3309.290527
	Iteration 19Q: 3 clusters Score -8414383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67275 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -8414384.000000 Penalty: 3309.290527
	Iteration 20F: 3 clusters Score -8414384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67276 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -8414386.000000 Penalty: 3309.290527
	Iteration 21Q: 3 clusters Score -8414386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67275 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -8414384.000000 Penalty: 3309.290527
	Iteration 22Q: 3 clusters Score -8414384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67274 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -8414390.000000 Penalty: 3309.290527
	Iteration 23Q: 3 clusters Score -8414390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67274 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -8414390.000000 Penalty: 3309.290527
	Iteration 24F: 3 clusters Score -8414390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Entering Unmasked Estep 
Score: -1261112.500000 Penalty: 1376.220215
	Iteration 0F: 2 clusters Score -1261112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1254071.500000 Penalty: 2752.440430
	Iteration 0F: 3 clusters Score -1254072 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1256406.750000 Penalty: 2752.440430
	Iteration 1F: 3 clusters Score -1256407 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1256730.500000 Penalty: 2752.440430
	Iteration 2F: 3 clusters Score -1256730 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1256978.250000 Penalty: 2752.440430
	Iteration 3F: 3 clusters Score -1256978 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1257173.000000 Penalty: 2752.440430
	Iteration 4Q: 3 clusters Score -1257173 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1257350.875000 Penalty: 2752.440430
	Iteration 5Q: 3 clusters Score -1257351 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1257549.500000 Penalty: 2752.440430
	Iteration 6Q: 3 clusters Score -1257550 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1257774.125000 Penalty: 2752.440430
	Iteration 7Q: 3 clusters Score -1257774 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1258041.375000 Penalty: 2752.440430
	Iteration 8Q: 3 clusters Score -1258041 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1258298.000000 Penalty: 2752.440430
	Iteration 9Q: 3 clusters Score -1258298 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1258535.125000 Penalty: 2752.440430
	Iteration 10Q: 3 clusters Score -1258535 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1258785.500000 Penalty: 2752.440430
	Iteration 11Q: 3 clusters Score -1258786 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1258977.375000 Penalty: 2752.440430
	Iteration 12Q: 3 clusters Score -1258977 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1259154.250000 Penalty: 2752.440430
	Iteration 13Q: 3 clusters Score -1259154 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1259299.125000 Penalty: 2752.440430
	Iteration 14Q: 3 clusters Score -1259299 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1259409.250000 Penalty: 2752.440430
	Iteration 15Q: 3 clusters Score -1259409 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1259490.375000 Penalty: 2752.440430
	Iteration 16Q: 3 clusters Score -1259490 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1259565.375000 Penalty: 2752.440430
	Iteration 17Q: 3 clusters Score -1259565 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1259604.375000 Penalty: 2752.440430
	Iteration 18Q: 3 clusters Score -1259604 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1259643.250000 Penalty: 2752.440430
	Iteration 19Q: 3 clusters Score -1259643 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1259677.750000 Penalty: 2752.440430
	Iteration 20F: 3 clusters Score -1259678 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1259697.500000 Penalty: 2752.440430
	Iteration 21Q: 3 clusters Score -1259698 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1259715.000000 Penalty: 2752.440430
	Iteration 22Q: 3 clusters Score -1259715 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1259720.125000 Penalty: 2752.440430
	Iteration 23Q: 3 clusters Score -1259720 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1259728.250000 Penalty: 2752.440430
	Iteration 24Q: 3 clusters Score -1259728 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1259748.500000 Penalty: 2752.440430
	Iteration 25Q: 3 clusters Score -1259748 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1259753.125000 Penalty: 2752.440430
	Iteration 26Q: 3 clusters Score -1259753 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1259763.750000 Penalty: 2752.440430
	Iteration 27Q: 3 clusters Score -1259764 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1259776.000000 Penalty: 2752.440430
	Iteration 28Q: 3 clusters Score -1259776 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1259783.500000 Penalty: 2752.440430
	Iteration 29Q: 3 clusters Score -1259784 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1259796.375000 Penalty: 2752.440430
	Iteration 30Q: 3 clusters Score -1259796 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1259801.375000 Penalty: 2752.440430
	Iteration 31Q: 3 clusters Score -1259801 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1259811.500000 Penalty: 2752.440430
	Iteration 32Q: 3 clusters Score -1259812 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1259821.625000 Penalty: 2752.440430
	Iteration 33Q: 3 clusters Score -1259822 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1259828.250000 Penalty: 2752.440430
	Iteration 34Q: 3 clusters Score -1259828 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1259840.125000 Penalty: 2752.440430
	Iteration 35Q: 3 clusters Score -1259840 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1259846.250000 Penalty: 2752.440430
	Iteration 36Q: 3 clusters Score -1259846 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1259855.125000 Penalty: 2752.440430
	Iteration 37Q: 3 clusters Score -1259855 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1259863.875000 Penalty: 2752.440430
	Iteration 38Q: 3 clusters Score -1259864 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1259870.250000 Penalty: 2752.440430
	Iteration 39Q: 3 clusters Score -1259870 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1259875.875000 Penalty: 2752.440430
	Iteration 40F: 3 clusters Score -1259876 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1259879.250000 Penalty: 2752.440430
	Iteration 41Q: 3 clusters Score -1259879 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1259882.125000 Penalty: 2752.440430
	Iteration 42Q: 3 clusters Score -1259882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1259887.125000 Penalty: 2752.440430
	Iteration 43Q: 3 clusters Score -1259887 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1259888.375000 Penalty: 2752.440430
	Iteration 44Q: 3 clusters Score -1259888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1259886.250000 Penalty: 2752.440430
	Iteration 45Q: 3 clusters Score -1259886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1259890.750000 Penalty: 2752.440430
	Iteration 46Q: 3 clusters Score -1259891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1259892.625000 Penalty: 2752.440430
	Iteration 47Q: 3 clusters Score -1259893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1259891.375000 Penalty: 2752.440430
	Iteration 48Q: 3 clusters Score -1259891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1259893.500000 Penalty: 2752.440430
	Iteration 49Q: 3 clusters Score -1259894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1259897.000000 Penalty: 2752.440430
	Iteration 50Q: 3 clusters Score -1259897 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1259902.125000 Penalty: 2752.440430
	Iteration 51Q: 3 clusters Score -1259902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1259906.125000 Penalty: 2752.440430
	Iteration 52Q: 3 clusters Score -1259906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1259906.625000 Penalty: 2752.440430
	Iteration 53Q: 3 clusters Score -1259907 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1259909.500000 Penalty: 2752.440430
	Iteration 54Q: 3 clusters Score -1259910 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1259913.875000 Penalty: 2752.440430
	Iteration 55Q: 3 clusters Score -1259914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1259914.625000 Penalty: 2752.440430
	Iteration 56Q: 3 clusters Score -1259915 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1259918.875000 Penalty: 2752.440430
	Iteration 57Q: 3 clusters Score -1259919 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1259919.125000 Penalty: 2752.440430
	Iteration 58Q: 3 clusters Score -1259919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1259920.000000 Penalty: 2752.440430
	Iteration 59Q: 3 clusters Score -1259920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1259922.375000 Penalty: 2752.440430
	Iteration 60F: 3 clusters Score -1259922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1259925.125000 Penalty: 2752.440430
	Iteration 61Q: 3 clusters Score -1259925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1259924.875000 Penalty: 2752.440430
	Iteration 62Q: 3 clusters Score -1259925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1259924.875000 Penalty: 2752.440430
	Iteration 63F: 3 clusters Score -1259925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Entering Unmasked Estep 
Score: -1492554.875000 Penalty: 1396.120117
	Iteration 0F: 2 clusters Score -1492555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1484575.750000 Penalty: 2792.240234
	Iteration 0F: 3 clusters Score -1484576 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1487246.750000 Penalty: 2792.240234
	Iteration 1F: 3 clusters Score -1487247 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1487569.750000 Penalty: 2792.240234
	Iteration 2F: 3 clusters Score -1487570 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1487829.625000 Penalty: 2792.240234
	Iteration 3Q: 3 clusters Score -1487830 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1488118.750000 Penalty: 2792.240234
	Iteration 4Q: 3 clusters Score -1488119 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1488445.375000 Penalty: 2792.240234
	Iteration 5Q: 3 clusters Score -1488445 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1488831.500000 Penalty: 2792.240234
	Iteration 6F: 3 clusters Score -1488832 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1489299.125000 Penalty: 2792.240234
	Iteration 7F: 3 clusters Score -1489299 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1489824.250000 Penalty: 2792.240234
	Iteration 8F: 3 clusters Score -1489824 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1490303.625000 Penalty: 2792.240234
	Iteration 9Q: 3 clusters Score -1490304 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1490692.250000 Penalty: 2792.240234
	Iteration 10Q: 3 clusters Score -1490692 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1490966.125000 Penalty: 2792.240234
	Iteration 11Q: 3 clusters Score -1490966 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1491165.000000 Penalty: 2792.240234
	Iteration 12Q: 3 clusters Score -1491165 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1491287.000000 Penalty: 2792.240234
	Iteration 13Q: 3 clusters Score -1491287 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1491352.500000 Penalty: 2792.240234
	Iteration 14Q: 3 clusters Score -1491352 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1491384.000000 Penalty: 2792.240234
	Iteration 15Q: 3 clusters Score -1491384 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1491417.250000 Penalty: 2792.240234
	Iteration 16Q: 3 clusters Score -1491417 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1491445.000000 Penalty: 2792.240234
	Iteration 17Q: 3 clusters Score -1491445 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1491463.000000 Penalty: 2792.240234
	Iteration 18Q: 3 clusters Score -1491463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1491469.875000 Penalty: 2792.240234
	Iteration 19Q: 3 clusters Score -1491470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1491478.500000 Penalty: 2792.240234
	Iteration 20F: 3 clusters Score -1491478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1491490.500000 Penalty: 2792.240234
	Iteration 21Q: 3 clusters Score -1491490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1491508.000000 Penalty: 2792.240234
	Iteration 22Q: 3 clusters Score -1491508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -1491522.000000 Penalty: 2792.240234
	Iteration 23Q: 3 clusters Score -1491522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1491532.875000 Penalty: 2792.240234
	Iteration 24Q: 3 clusters Score -1491533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -1491556.000000 Penalty: 2792.240234
	Iteration 25Q: 3 clusters Score -1491556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1491630.000000 Penalty: 2792.240234
	Iteration 26Q: 3 clusters Score -1491630 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1491675.375000 Penalty: 2792.240234
	Iteration 27Q: 3 clusters Score -1491675 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1491695.125000 Penalty: 2792.240234
	Iteration 28Q: 3 clusters Score -1491695 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1491715.125000 Penalty: 2792.240234
	Iteration 29Q: 3 clusters Score -1491715 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1491727.000000 Penalty: 2792.240234
	Iteration 30Q: 3 clusters Score -1491727 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1491738.000000 Penalty: 2792.240234
	Iteration 31Q: 3 clusters Score -1491738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1491743.000000 Penalty: 2792.240234
	Iteration 32Q: 3 clusters Score -1491743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1491743.250000 Penalty: 2792.240234
	Iteration 33Q: 3 clusters Score -1491743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1491744.875000 Penalty: 2792.240234
	Iteration 34Q: 3 clusters Score -1491745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1491746.250000 Penalty: 2792.240234
	Iteration 35Q: 3 clusters Score -1491746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1491749.625000 Penalty: 2792.240234
	Iteration 36Q: 3 clusters Score -1491750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1491751.375000 Penalty: 2792.240234
	Iteration 37Q: 3 clusters Score -1491751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1491753.250000 Penalty: 2792.240234
	Iteration 38Q: 3 clusters Score -1491753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1491754.500000 Penalty: 2792.240234
	Iteration 39Q: 3 clusters Score -1491754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1491754.500000 Penalty: 2792.240234
	Iteration 40F: 3 clusters Score -1491754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Entering Unmasked Estep 
Score: -453230.656250 Penalty: 1230.425537
	Iteration 0F: 2 clusters Score -453230.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -450224.968750 Penalty: 2460.851074
	Iteration 0F: 3 clusters Score -450225 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -451095.593750 Penalty: 2460.851074
	Iteration 1F: 3 clusters Score -451095.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -451289.437500 Penalty: 2460.851074
	Iteration 2F: 3 clusters Score -451289.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -451434.562500 Penalty: 2460.851074
	Iteration 3F: 3 clusters Score -451434.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -451521.781250 Penalty: 2460.851074
	Iteration 4Q: 3 clusters Score -451521.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -451601.812500 Penalty: 2460.851074
	Iteration 5Q: 3 clusters Score -451601.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -451681.125000 Penalty: 2460.851074
	Iteration 6Q: 3 clusters Score -451681.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -451736.125000 Penalty: 2460.851074
	Iteration 7Q: 3 clusters Score -451736.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -451790.875000 Penalty: 2460.851074
	Iteration 8Q: 3 clusters Score -451790.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -451832.312500 Penalty: 2460.851074
	Iteration 9Q: 3 clusters Score -451832.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -451863.906250 Penalty: 2460.851074
	Iteration 10Q: 3 clusters Score -451863.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -451895.687500 Penalty: 2460.851074
	Iteration 11Q: 3 clusters Score -451895.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -451928.187500 Penalty: 2460.851074
	Iteration 12Q: 3 clusters Score -451928.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -451963.562500 Penalty: 2460.851074
	Iteration 13Q: 3 clusters Score -451963.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -451992.468750 Penalty: 2460.851074
	Iteration 14Q: 3 clusters Score -451992.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -452018.687500 Penalty: 2460.851074
	Iteration 15Q: 3 clusters Score -452018.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -452047.500000 Penalty: 2460.851074
	Iteration 16Q: 3 clusters Score -452047.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -452066.625000 Penalty: 2460.851074
	Iteration 17Q: 3 clusters Score -452066.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -452088.156250 Penalty: 2460.851074
	Iteration 18Q: 3 clusters Score -452088.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -452103.218750 Penalty: 2460.851074
	Iteration 19Q: 3 clusters Score -452103.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -452114.437500 Penalty: 2460.851074
	Iteration 20F: 3 clusters Score -452114.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -452123.250000 Penalty: 2460.851074
	Iteration 21Q: 3 clusters Score -452123.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -452129.531250 Penalty: 2460.851074
	Iteration 22Q: 3 clusters Score -452129.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -452137.031250 Penalty: 2460.851074
	Iteration 23Q: 3 clusters Score -452137 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -452144.593750 Penalty: 2460.851074
	Iteration 24Q: 3 clusters Score -452144.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -452154.250000 Penalty: 2460.851074
	Iteration 25Q: 3 clusters Score -452154.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -452164.843750 Penalty: 2460.851074
	Iteration 26Q: 3 clusters Score -452164.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -452174.468750 Penalty: 2460.851074
	Iteration 27Q: 3 clusters Score -452174.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -452180.031250 Penalty: 2460.851074
	Iteration 28Q: 3 clusters Score -452180 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -452185.875000 Penalty: 2460.851074
	Iteration 29Q: 3 clusters Score -452185.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -452188.593750 Penalty: 2460.851074
	Iteration 30Q: 3 clusters Score -452188.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -452190.687500 Penalty: 2460.851074
	Iteration 31Q: 3 clusters Score -452190.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -452191.937500 Penalty: 2460.851074
	Iteration 32Q: 3 clusters Score -452191.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -452194.593750 Penalty: 2460.851074
	Iteration 33Q: 3 clusters Score -452194.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -452195.375000 Penalty: 2460.851074
	Iteration 34Q: 3 clusters Score -452195.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -452195.312500 Penalty: 2460.851074
	Iteration 35Q: 3 clusters Score -452195.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -452196.843750 Penalty: 2460.851074
	Iteration 36Q: 3 clusters Score -452196.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -452197.562500 Penalty: 2460.851074
	Iteration 37Q: 3 clusters Score -452197.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -452199.500000 Penalty: 2460.851074
	Iteration 38Q: 3 clusters Score -452199.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -452200.218750 Penalty: 2460.851074
	Iteration 39Q: 3 clusters Score -452200.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -452202.500000 Penalty: 2460.851074
	Iteration 40F: 3 clusters Score -452202.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -452204.468750 Penalty: 2460.851074
	Iteration 41Q: 3 clusters Score -452204.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -452205.937500 Penalty: 2460.851074
	Iteration 42Q: 3 clusters Score -452205.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -452207.812500 Penalty: 2460.851074
	Iteration 43Q: 3 clusters Score -452207.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -452210.031250 Penalty: 2460.851074
	Iteration 44Q: 3 clusters Score -452210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -452211.625000 Penalty: 2460.851074
	Iteration 45Q: 3 clusters Score -452211.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -452212.937500 Penalty: 2460.851074
	Iteration 46Q: 3 clusters Score -452212.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -452214.500000 Penalty: 2460.851074
	Iteration 47Q: 3 clusters Score -452214.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -452216.937500 Penalty: 2460.851074
	Iteration 48Q: 3 clusters Score -452216.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -452218.343750 Penalty: 2460.851074
	Iteration 49Q: 3 clusters Score -452218.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -452221.375000 Penalty: 2460.851074
	Iteration 50Q: 3 clusters Score -452221.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -452225.281250 Penalty: 2460.851074
	Iteration 51Q: 3 clusters Score -452225.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -452230.531250 Penalty: 2460.851074
	Iteration 52Q: 3 clusters Score -452230.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -452233.093750 Penalty: 2460.851074
	Iteration 53Q: 3 clusters Score -452233.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -452238.031250 Penalty: 2460.851074
	Iteration 54Q: 3 clusters Score -452238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -452242.437500 Penalty: 2460.851074
	Iteration 55Q: 3 clusters Score -452242.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -452246.656250 Penalty: 2460.851074
	Iteration 56Q: 3 clusters Score -452246.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -452248.468750 Penalty: 2460.851074
	Iteration 57Q: 3 clusters Score -452248.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -452251.250000 Penalty: 2460.851074
	Iteration 58Q: 3 clusters Score -452251.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -452253.343750 Penalty: 2460.851074
	Iteration 59Q: 3 clusters Score -452253.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -452256.062500 Penalty: 2460.851074
	Iteration 60F: 3 clusters Score -452256.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -452258.093750 Penalty: 2460.851074
	Iteration 61Q: 3 clusters Score -452258.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -452259.968750 Penalty: 2460.851074
	Iteration 62Q: 3 clusters Score -452260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -452260.343750 Penalty: 2460.851074
	Iteration 63Q: 3 clusters Score -452260.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -452260.843750 Penalty: 2460.851074
	Iteration 64Q: 3 clusters Score -452260.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -452262.593750 Penalty: 2460.851074
	Iteration 65Q: 3 clusters Score -452262.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -452265.187500 Penalty: 2460.851074
	Iteration 66Q: 3 clusters Score -452265.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -452268.281250 Penalty: 2460.851074
	Iteration 67Q: 3 clusters Score -452268.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -452269.968750 Penalty: 2460.851074
	Iteration 68Q: 3 clusters Score -452270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -452269.968750 Penalty: 2460.851074
	Iteration 69F: 3 clusters Score -452270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (25581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25581 members 
Entering Unmasked Estep 
Score: -2989564.250000 Penalty: 1510.261230
	Iteration 0F: 2 clusters Score -2989564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -2972849.500000 Penalty: 3020.522461
	Iteration 0F: 3 clusters Score -2972850 nChanged 11474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -2978987.000000 Penalty: 3020.522461
	Iteration 1F: 3 clusters Score -2978987 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -2979491.750000 Penalty: 3020.522461
	Iteration 2F: 3 clusters Score -2979492 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -2979993.000000 Penalty: 3020.522461
	Iteration 3Q: 3 clusters Score -2979993 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -2980590.750000 Penalty: 3020.522461
	Iteration 4Q: 3 clusters Score -2980591 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -2981332.250000 Penalty: 3020.522461
	Iteration 5F: 3 clusters Score -2981332 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -2982149.500000 Penalty: 3020.522461
	Iteration 6F: 3 clusters Score -2982150 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -2983033.000000 Penalty: 3020.522461
	Iteration 7F: 3 clusters Score -2983033 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -2983908.250000 Penalty: 3020.522461
	Iteration 8F: 3 clusters Score -2983908 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -2984775.000000 Penalty: 3020.522461
	Iteration 9F: 3 clusters Score -2984775 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -2985623.250000 Penalty: 3020.522461
	Iteration 10Q: 3 clusters Score -2985623 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -2986391.750000 Penalty: 3020.522461
	Iteration 11Q: 3 clusters Score -2986392 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22835 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -2987094.250000 Penalty: 3020.522461
	Iteration 12Q: 3 clusters Score -2987094 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23502 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -2987735.250000 Penalty: 3020.522461
	Iteration 13Q: 3 clusters Score -2987735 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23975 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2988239.000000 Penalty: 3020.522461
	Iteration 14Q: 3 clusters Score -2988239 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2988636.250000 Penalty: 3020.522461
	Iteration 15Q: 3 clusters Score -2988636 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24444 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2988866.250000 Penalty: 3020.522461
	Iteration 16Q: 3 clusters Score -2988866 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24504 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2988989.250000 Penalty: 3020.522461
	Iteration 17Q: 3 clusters Score -2988989 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24535 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2989063.000000 Penalty: 3020.522461
	Iteration 18Q: 3 clusters Score -2989063 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2989096.250000 Penalty: 3020.522461
	Iteration 19Q: 3 clusters Score -2989096 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24570 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2989122.750000 Penalty: 3020.522461
	Iteration 20F: 3 clusters Score -2989123 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24577 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2989142.750000 Penalty: 3020.522461
	Iteration 21Q: 3 clusters Score -2989143 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2989156.750000 Penalty: 3020.522461
	Iteration 22Q: 3 clusters Score -2989157 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24574 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2989169.750000 Penalty: 3020.522461
	Iteration 23Q: 3 clusters Score -2989170 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24577 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2989173.500000 Penalty: 3020.522461
	Iteration 24Q: 3 clusters Score -2989174 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24580 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2989178.750000 Penalty: 3020.522461
	Iteration 25Q: 3 clusters Score -2989179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24584 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2989181.000000 Penalty: 3020.522461
	Iteration 26Q: 3 clusters Score -2989181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24584 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2989178.500000 Penalty: 3020.522461
	Iteration 27Q: 3 clusters Score -2989178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2989180.250000 Penalty: 3020.522461
	Iteration 28Q: 3 clusters Score -2989180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2989180.250000 Penalty: 3020.522461
	Iteration 29F: 3 clusters Score -2989180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Entering Unmasked Estep 
Score: -1238169.250000 Penalty: 1372.611450
	Iteration 0F: 2 clusters Score -1238169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1231336.000000 Penalty: 2745.222900
	Iteration 0F: 3 clusters Score -1231336 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1233555.250000 Penalty: 2745.222900
	Iteration 1F: 3 clusters Score -1233555 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1233949.125000 Penalty: 2745.222900
	Iteration 2F: 3 clusters Score -1233949 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1234324.375000 Penalty: 2745.222900
	Iteration 3F: 3 clusters Score -1234324 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1234645.750000 Penalty: 2745.222900
	Iteration 4F: 3 clusters Score -1234646 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1234934.375000 Penalty: 2745.222900
	Iteration 5Q: 3 clusters Score -1234934 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1235217.125000 Penalty: 2745.222900
	Iteration 6Q: 3 clusters Score -1235217 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1235532.250000 Penalty: 2745.222900
	Iteration 7Q: 3 clusters Score -1235532 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1235838.500000 Penalty: 2745.222900
	Iteration 8Q: 3 clusters Score -1235838 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1236130.125000 Penalty: 2745.222900
	Iteration 9Q: 3 clusters Score -1236130 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1236429.875000 Penalty: 2745.222900
	Iteration 10Q: 3 clusters Score -1236430 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1236623.125000 Penalty: 2745.222900
	Iteration 11Q: 3 clusters Score -1236623 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1236740.375000 Penalty: 2745.222900
	Iteration 12Q: 3 clusters Score -1236740 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1236816.250000 Penalty: 2745.222900
	Iteration 13Q: 3 clusters Score -1236816 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1236874.500000 Penalty: 2745.222900
	Iteration 14Q: 3 clusters Score -1236874 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1236911.250000 Penalty: 2745.222900
	Iteration 15Q: 3 clusters Score -1236911 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1236955.625000 Penalty: 2745.222900
	Iteration 16Q: 3 clusters Score -1236956 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1236987.000000 Penalty: 2745.222900
	Iteration 17Q: 3 clusters Score -1236987 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1237010.500000 Penalty: 2745.222900
	Iteration 18Q: 3 clusters Score -1237010 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1237035.000000 Penalty: 2745.222900
	Iteration 19Q: 3 clusters Score -1237035 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1237046.625000 Penalty: 2745.222900
	Iteration 20F: 3 clusters Score -1237047 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1237056.250000 Penalty: 2745.222900
	Iteration 21Q: 3 clusters Score -1237056 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1237065.000000 Penalty: 2745.222900
	Iteration 22Q: 3 clusters Score -1237065 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1237075.750000 Penalty: 2745.222900
	Iteration 23Q: 3 clusters Score -1237076 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1237084.000000 Penalty: 2745.222900
	Iteration 24Q: 3 clusters Score -1237084 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1237089.875000 Penalty: 2745.222900
	Iteration 25Q: 3 clusters Score -1237090 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1237099.000000 Penalty: 2745.222900
	Iteration 26Q: 3 clusters Score -1237099 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1237100.250000 Penalty: 2745.222900
	Iteration 27Q: 3 clusters Score -1237100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1237103.625000 Penalty: 2745.222900
	Iteration 28Q: 3 clusters Score -1237104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1237106.375000 Penalty: 2745.222900
	Iteration 29Q: 3 clusters Score -1237106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1237104.125000 Penalty: 2745.222900
	Iteration 30Q: 3 clusters Score -1237104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1237104.000000 Penalty: 2745.222900
	Iteration 31Q: 3 clusters Score -1237104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1237105.500000 Penalty: 2745.222900
	Iteration 32Q: 3 clusters Score -1237106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1237106.125000 Penalty: 2745.222900
	Iteration 33Q: 3 clusters Score -1237106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1237103.375000 Penalty: 2745.222900
	Iteration 34Q: 3 clusters Score -1237103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1237106.250000 Penalty: 2745.222900
	Iteration 35Q: 3 clusters Score -1237106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1237106.250000 Penalty: 2745.222900
	Iteration 36F: 3 clusters Score -1237106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -29724.246094 Penalty: 862.000427
	Iteration 0F: 2 clusters Score -29724.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -29000.888672 Penalty: 1724.000854
	Iteration 0F: 3 clusters Score -29000.89 nChanged 51
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: -29124.054688 Penalty: 1724.000854
	Iteration 1F: 3 clusters Score -29124.05 nChanged 11
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: -29167.525391 Penalty: 1724.000854
	Iteration 2Q: 3 clusters Score -29167.53 nChanged 9
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: -29241.388672 Penalty: 1724.000854
	Iteration 3Q: 3 clusters Score -29241.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -29302.927734 Penalty: 1724.000854
	Iteration 4Q: 3 clusters Score -29302.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -29313.683594 Penalty: 1724.000854
	Iteration 5Q: 3 clusters Score -29313.68 nChanged 1
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: -29322.564453 Penalty: 1724.000854
	Iteration 6Q: 3 clusters Score -29322.56 nChanged 3
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: -29330.960938 Penalty: 1724.000854
	Iteration 7Q: 3 clusters Score -29330.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -29336.728516 Penalty: 1724.000854
	Iteration 8Q: 3 clusters Score -29336.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -29336.728516 Penalty: 1724.000854
	Iteration 9F: 3 clusters Score -29336.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Entering Unmasked Estep 
Score: -674241.062500 Penalty: 1284.672607
	Iteration 0F: 2 clusters Score -674241.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -670228.250000 Penalty: 2569.345215
	Iteration 0F: 3 clusters Score -670228.2 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -671463.437500 Penalty: 2569.345215
	Iteration 1F: 3 clusters Score -671463.4 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -671714.312500 Penalty: 2569.345215
	Iteration 2F: 3 clusters Score -671714.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -671884.875000 Penalty: 2569.345215
	Iteration 3F: 3 clusters Score -671884.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -672038.125000 Penalty: 2569.345215
	Iteration 4Q: 3 clusters Score -672038.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -672153.125000 Penalty: 2569.345215
	Iteration 5Q: 3 clusters Score -672153.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -672267.562500 Penalty: 2569.345215
	Iteration 6Q: 3 clusters Score -672267.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -672369.937500 Penalty: 2569.345215
	Iteration 7Q: 3 clusters Score -672369.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -672459.437500 Penalty: 2569.345215
	Iteration 8Q: 3 clusters Score -672459.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -672541.625000 Penalty: 2569.345215
	Iteration 9Q: 3 clusters Score -672541.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -672620.437500 Penalty: 2569.345215
	Iteration 10Q: 3 clusters Score -672620.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -672692.437500 Penalty: 2569.345215
	Iteration 11Q: 3 clusters Score -672692.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -672761.312500 Penalty: 2569.345215
	Iteration 12Q: 3 clusters Score -672761.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -672832.750000 Penalty: 2569.345215
	Iteration 13Q: 3 clusters Score -672832.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -672875.937500 Penalty: 2569.345215
	Iteration 14Q: 3 clusters Score -672875.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -672912.250000 Penalty: 2569.345215
	Iteration 15Q: 3 clusters Score -672912.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -672940.750000 Penalty: 2569.345215
	Iteration 16Q: 3 clusters Score -672940.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -672963.875000 Penalty: 2569.345215
	Iteration 17Q: 3 clusters Score -672963.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -672983.000000 Penalty: 2569.345215
	Iteration 18Q: 3 clusters Score -672983 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -672994.062500 Penalty: 2569.345215
	Iteration 19Q: 3 clusters Score -672994.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -673002.312500 Penalty: 2569.345215
	Iteration 20F: 3 clusters Score -673002.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -673009.375000 Penalty: 2569.345215
	Iteration 21Q: 3 clusters Score -673009.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -673016.562500 Penalty: 2569.345215
	Iteration 22Q: 3 clusters Score -673016.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -673024.125000 Penalty: 2569.345215
	Iteration 23Q: 3 clusters Score -673024.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -673032.875000 Penalty: 2569.345215
	Iteration 24Q: 3 clusters Score -673032.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -673036.687500 Penalty: 2569.345215
	Iteration 25Q: 3 clusters Score -673036.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -673047.000000 Penalty: 2569.345215
	Iteration 26Q: 3 clusters Score -673047 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -673053.437500 Penalty: 2569.345215
	Iteration 27Q: 3 clusters Score -673053.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -673055.187500 Penalty: 2569.345215
	Iteration 28Q: 3 clusters Score -673055.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -673057.625000 Penalty: 2569.345215
	Iteration 29Q: 3 clusters Score -673057.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -673060.625000 Penalty: 2569.345215
	Iteration 30Q: 3 clusters Score -673060.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -673060.750000 Penalty: 2569.345215
	Iteration 31Q: 3 clusters Score -673060.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -673063.250000 Penalty: 2569.345215
	Iteration 32Q: 3 clusters Score -673063.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -673063.437500 Penalty: 2569.345215
	Iteration 33Q: 3 clusters Score -673063.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -673067.875000 Penalty: 2569.345215
	Iteration 34Q: 3 clusters Score -673067.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -673069.812500 Penalty: 2569.345215
	Iteration 35Q: 3 clusters Score -673069.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -673073.750000 Penalty: 2569.345215
	Iteration 36Q: 3 clusters Score -673073.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -673075.562500 Penalty: 2569.345215
	Iteration 37Q: 3 clusters Score -673075.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -673075.062500 Penalty: 2569.345215
	Iteration 38Q: 3 clusters Score -673075.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -673075.812500 Penalty: 2569.345215
	Iteration 39Q: 3 clusters Score -673075.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -673075.937500 Penalty: 2569.345215
	Iteration 40F: 3 clusters Score -673075.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (15495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Entering Unmasked Estep 
Score: -1910964.125000 Penalty: 1435.662964
	Iteration 0F: 2 clusters Score -1910964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1900710.500000 Penalty: 2871.325928
	Iteration 0F: 3 clusters Score -1900710 nChanged 6730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1904426.500000 Penalty: 2871.325928
	Iteration 1F: 3 clusters Score -1904426 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1904921.750000 Penalty: 2871.325928
	Iteration 2F: 3 clusters Score -1904922 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1905382.875000 Penalty: 2871.325928
	Iteration 3F: 3 clusters Score -1905383 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1905843.000000 Penalty: 2871.325928
	Iteration 4F: 3 clusters Score -1905843 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1906229.000000 Penalty: 2871.325928
	Iteration 5Q: 3 clusters Score -1906229 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1906629.625000 Penalty: 2871.325928
	Iteration 6F: 3 clusters Score -1906630 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1906973.125000 Penalty: 2871.325928
	Iteration 7Q: 3 clusters Score -1906973 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1907325.250000 Penalty: 2871.325928
	Iteration 8Q: 3 clusters Score -1907325 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1907726.875000 Penalty: 2871.325928
	Iteration 9Q: 3 clusters Score -1907727 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1908103.500000 Penalty: 2871.325928
	Iteration 10Q: 3 clusters Score -1908104 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1908456.250000 Penalty: 2871.325928
	Iteration 11Q: 3 clusters Score -1908456 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1908790.625000 Penalty: 2871.325928
	Iteration 12Q: 3 clusters Score -1908791 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1909035.875000 Penalty: 2871.325928
	Iteration 13Q: 3 clusters Score -1909036 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1909199.000000 Penalty: 2871.325928
	Iteration 14Q: 3 clusters Score -1909199 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1909295.250000 Penalty: 2871.325928
	Iteration 15Q: 3 clusters Score -1909295 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1909364.375000 Penalty: 2871.325928
	Iteration 16Q: 3 clusters Score -1909364 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1909414.375000 Penalty: 2871.325928
	Iteration 17Q: 3 clusters Score -1909414 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1909455.125000 Penalty: 2871.325928
	Iteration 18Q: 3 clusters Score -1909455 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1909480.000000 Penalty: 2871.325928
	Iteration 19Q: 3 clusters Score -1909480 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1909503.375000 Penalty: 2871.325928
	Iteration 20F: 3 clusters Score -1909503 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1909519.625000 Penalty: 2871.325928
	Iteration 21Q: 3 clusters Score -1909520 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1909531.875000 Penalty: 2871.325928
	Iteration 22Q: 3 clusters Score -1909532 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1909545.375000 Penalty: 2871.325928
	Iteration 23Q: 3 clusters Score -1909545 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1909561.125000 Penalty: 2871.325928
	Iteration 24Q: 3 clusters Score -1909561 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1909585.000000 Penalty: 2871.325928
	Iteration 25Q: 3 clusters Score -1909585 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1909619.000000 Penalty: 2871.325928
	Iteration 26Q: 3 clusters Score -1909619 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1909654.125000 Penalty: 2871.325928
	Iteration 27Q: 3 clusters Score -1909654 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1909685.750000 Penalty: 2871.325928
	Iteration 28Q: 3 clusters Score -1909686 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1909705.500000 Penalty: 2871.325928
	Iteration 29Q: 3 clusters Score -1909706 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1909721.125000 Penalty: 2871.325928
	Iteration 30Q: 3 clusters Score -1909721 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1909730.375000 Penalty: 2871.325928
	Iteration 31Q: 3 clusters Score -1909730 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1909745.500000 Penalty: 2871.325928
	Iteration 32Q: 3 clusters Score -1909746 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1909760.875000 Penalty: 2871.325928
	Iteration 33Q: 3 clusters Score -1909761 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1909773.000000 Penalty: 2871.325928
	Iteration 34Q: 3 clusters Score -1909773 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1909783.875000 Penalty: 2871.325928
	Iteration 35Q: 3 clusters Score -1909784 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1909807.750000 Penalty: 2871.325928
	Iteration 36Q: 3 clusters Score -1909808 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1909818.125000 Penalty: 2871.325928
	Iteration 37Q: 3 clusters Score -1909818 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1909834.625000 Penalty: 2871.325928
	Iteration 38Q: 3 clusters Score -1909835 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1909845.125000 Penalty: 2871.325928
	Iteration 39Q: 3 clusters Score -1909845 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1909853.375000 Penalty: 2871.325928
	Iteration 40F: 3 clusters Score -1909853 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1909860.000000 Penalty: 2871.325928
	Iteration 41Q: 3 clusters Score -1909860 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1909871.250000 Penalty: 2871.325928
	Iteration 42Q: 3 clusters Score -1909871 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1909879.625000 Penalty: 2871.325928
	Iteration 43Q: 3 clusters Score -1909880 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1909882.750000 Penalty: 2871.325928
	Iteration 44Q: 3 clusters Score -1909883 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1909888.875000 Penalty: 2871.325928
	Iteration 45Q: 3 clusters Score -1909889 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1909897.375000 Penalty: 2871.325928
	Iteration 46Q: 3 clusters Score -1909897 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1909908.250000 Penalty: 2871.325928
	Iteration 47Q: 3 clusters Score -1909908 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1909913.375000 Penalty: 2871.325928
	Iteration 48Q: 3 clusters Score -1909913 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1909919.750000 Penalty: 2871.325928
	Iteration 49Q: 3 clusters Score -1909920 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1909925.875000 Penalty: 2871.325928
	Iteration 50Q: 3 clusters Score -1909926 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1909932.000000 Penalty: 2871.325928
	Iteration 51Q: 3 clusters Score -1909932 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1909934.750000 Penalty: 2871.325928
	Iteration 52Q: 3 clusters Score -1909935 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1909942.000000 Penalty: 2871.325928
	Iteration 53Q: 3 clusters Score -1909942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1909938.250000 Penalty: 2871.325928
	Iteration 54Q: 3 clusters Score -1909938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1909939.750000 Penalty: 2871.325928
	Iteration 55Q: 3 clusters Score -1909940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1909941.875000 Penalty: 2871.325928
	Iteration 56Q: 3 clusters Score -1909942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1909940.500000 Penalty: 2871.325928
	Iteration 57Q: 3 clusters Score -1909940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1909942.625000 Penalty: 2871.325928
	Iteration 58Q: 3 clusters Score -1909943 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1909947.000000 Penalty: 2871.325928
	Iteration 59Q: 3 clusters Score -1909947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1909949.500000 Penalty: 2871.325928
	Iteration 60F: 3 clusters Score -1909950 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1909953.125000 Penalty: 2871.325928
	Iteration 61Q: 3 clusters Score -1909953 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1909953.500000 Penalty: 2871.325928
	Iteration 62Q: 3 clusters Score -1909954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1909958.000000 Penalty: 2871.325928
	Iteration 63Q: 3 clusters Score -1909958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1909964.000000 Penalty: 2871.325928
	Iteration 64Q: 3 clusters Score -1909964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1909967.000000 Penalty: 2871.325928
	Iteration 65Q: 3 clusters Score -1909967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1909969.625000 Penalty: 2871.325928
	Iteration 66Q: 3 clusters Score -1909970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1909969.625000 Penalty: 2871.325928
	Iteration 67Q: 3 clusters Score -1909970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1909968.875000 Penalty: 2871.325928
	Iteration 68Q: 3 clusters Score -1909969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1909969.625000 Penalty: 2871.325928
	Iteration 69Q: 3 clusters Score -1909970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1909971.875000 Penalty: 2871.325928
	Iteration 70Q: 3 clusters Score -1909972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1909970.500000 Penalty: 2871.325928
	Iteration 71Q: 3 clusters Score -1909970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1909971.250000 Penalty: 2871.325928
	Iteration 72Q: 3 clusters Score -1909971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1909969.625000 Penalty: 2871.325928
	Iteration 73Q: 3 clusters Score -1909970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1909971.250000 Penalty: 2871.325928
	Iteration 74Q: 3 clusters Score -1909971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1909974.250000 Penalty: 2871.325928
	Iteration 75Q: 3 clusters Score -1909974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1909974.250000 Penalty: 2871.325928
	Iteration 76Q: 3 clusters Score -1909974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1909975.000000 Penalty: 2871.325928
	Iteration 77Q: 3 clusters Score -1909975 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1909975.000000 Penalty: 2871.325928
	Iteration 78F: 3 clusters Score -1909975 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (19412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
Entering Unmasked Estep 
Score: -2459569.500000 Penalty: 1469.198608
	Iteration 0F: 2 clusters Score -2459570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -2446811.250000 Penalty: 2938.397217
	Iteration 0F: 3 clusters Score -2446811 nChanged 8531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -2451276.500000 Penalty: 2938.397217
	Iteration 1F: 3 clusters Score -2451276 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -2451666.500000 Penalty: 2938.397217
	Iteration 2F: 3 clusters Score -2451666 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -2452012.000000 Penalty: 2938.397217
	Iteration 3Q: 3 clusters Score -2452012 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -2452280.000000 Penalty: 2938.397217
	Iteration 4Q: 3 clusters Score -2452280 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -2452514.500000 Penalty: 2938.397217
	Iteration 5Q: 3 clusters Score -2452514 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -2452781.750000 Penalty: 2938.397217
	Iteration 6Q: 3 clusters Score -2452782 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -2453108.750000 Penalty: 2938.397217
	Iteration 7Q: 3 clusters Score -2453109 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -2453565.500000 Penalty: 2938.397217
	Iteration 8Q: 3 clusters Score -2453566 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -2454196.250000 Penalty: 2938.397217
	Iteration 9F: 3 clusters Score -2454196 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -2455099.750000 Penalty: 2938.397217
	Iteration 10F: 3 clusters Score -2455100 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -2456113.250000 Penalty: 2938.397217
	Iteration 11F: 3 clusters Score -2456113 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -2457009.750000 Penalty: 2938.397217
	Iteration 12F: 3 clusters Score -2457010 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -2457625.000000 Penalty: 2938.397217
	Iteration 13Q: 3 clusters Score -2457625 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -2457993.500000 Penalty: 2938.397217
	Iteration 14Q: 3 clusters Score -2457994 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -2458194.250000 Penalty: 2938.397217
	Iteration 15Q: 3 clusters Score -2458194 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -2458297.500000 Penalty: 2938.397217
	Iteration 16Q: 3 clusters Score -2458298 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
Score: -2458370.250000 Penalty: 2938.397217
	Iteration 17Q: 3 clusters Score -2458370 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -2458414.250000 Penalty: 2938.397217
	Iteration 18Q: 3 clusters Score -2458414 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -2458431.750000 Penalty: 2938.397217
	Iteration 19Q: 3 clusters Score -2458432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 19114 members 
Entering Unmasked Estep 
Score: -2458445.500000 Penalty: 2938.397217
	Iteration 20F: 3 clusters Score -2458446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -2458449.000000 Penalty: 2938.397217
	Iteration 21Q: 3 clusters Score -2458449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 19114 members 
Entering Unmasked Estep 
Score: -2458453.500000 Penalty: 2938.397217
	Iteration 22Q: 3 clusters Score -2458454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 19116 members 
Entering Unmasked Estep 
Score: -2458457.250000 Penalty: 2938.397217
	Iteration 23Q: 3 clusters Score -2458457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -2458459.250000 Penalty: 2938.397217
	Iteration 24Q: 3 clusters Score -2458459 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -2458459.250000 Penalty: 2938.397217
	Iteration 25F: 3 clusters Score -2458459 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Entering Unmasked Estep 
Score: -430828.218750 Penalty: 1222.191528
	Iteration 0F: 2 clusters Score -430828.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -427938.812500 Penalty: 2444.383057
	Iteration 0F: 3 clusters Score -427938.8 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -428775.250000 Penalty: 2444.383057
	Iteration 1F: 3 clusters Score -428775.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -428994.468750 Penalty: 2444.383057
	Iteration 2F: 3 clusters Score -428994.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -429127.437500 Penalty: 2444.383057
	Iteration 3F: 3 clusters Score -429127.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -429200.593750 Penalty: 2444.383057
	Iteration 4Q: 3 clusters Score -429200.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -429260.031250 Penalty: 2444.383057
	Iteration 5Q: 3 clusters Score -429260 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -429296.593750 Penalty: 2444.383057
	Iteration 6Q: 3 clusters Score -429296.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -429344.906250 Penalty: 2444.383057
	Iteration 7Q: 3 clusters Score -429344.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -429380.687500 Penalty: 2444.383057
	Iteration 8Q: 3 clusters Score -429380.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -429415.375000 Penalty: 2444.383057
	Iteration 9Q: 3 clusters Score -429415.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -429468.687500 Penalty: 2444.383057
	Iteration 10Q: 3 clusters Score -429468.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -429529.843750 Penalty: 2444.383057
	Iteration 11Q: 3 clusters Score -429529.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -429588.937500 Penalty: 2444.383057
	Iteration 12Q: 3 clusters Score -429588.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -429643.156250 Penalty: 2444.383057
	Iteration 13Q: 3 clusters Score -429643.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -429695.656250 Penalty: 2444.383057
	Iteration 14Q: 3 clusters Score -429695.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -429741.031250 Penalty: 2444.383057
	Iteration 15Q: 3 clusters Score -429741 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -429782.937500 Penalty: 2444.383057
	Iteration 16Q: 3 clusters Score -429782.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -429820.875000 Penalty: 2444.383057
	Iteration 17Q: 3 clusters Score -429820.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -429848.781250 Penalty: 2444.383057
	Iteration 18Q: 3 clusters Score -429848.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -429873.343750 Penalty: 2444.383057
	Iteration 19Q: 3 clusters Score -429873.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -429898.625000 Penalty: 2444.383057
	Iteration 20F: 3 clusters Score -429898.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -429932.218750 Penalty: 2444.383057
	Iteration 21Q: 3 clusters Score -429932.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -429972.500000 Penalty: 2444.383057
	Iteration 22Q: 3 clusters Score -429972.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -430008.531250 Penalty: 2444.383057
	Iteration 23Q: 3 clusters Score -430008.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -430045.125000 Penalty: 2444.383057
	Iteration 24Q: 3 clusters Score -430045.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -430074.812500 Penalty: 2444.383057
	Iteration 25Q: 3 clusters Score -430074.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -430110.187500 Penalty: 2444.383057
	Iteration 26Q: 3 clusters Score -430110.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -430136.531250 Penalty: 2444.383057
	Iteration 27Q: 3 clusters Score -430136.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -430154.343750 Penalty: 2444.383057
	Iteration 28Q: 3 clusters Score -430154.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -430165.812500 Penalty: 2444.383057
	Iteration 29Q: 3 clusters Score -430165.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -430175.062500 Penalty: 2444.383057
	Iteration 30Q: 3 clusters Score -430175.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -430179.187500 Penalty: 2444.383057
	Iteration 31Q: 3 clusters Score -430179.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -430181.062500 Penalty: 2444.383057
	Iteration 32Q: 3 clusters Score -430181.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -430184.187500 Penalty: 2444.383057
	Iteration 33Q: 3 clusters Score -430184.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -430189.843750 Penalty: 2444.383057
	Iteration 34Q: 3 clusters Score -430189.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -430197.250000 Penalty: 2444.383057
	Iteration 35Q: 3 clusters Score -430197.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -430204.093750 Penalty: 2444.383057
	Iteration 36Q: 3 clusters Score -430204.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -430207.937500 Penalty: 2444.383057
	Iteration 37Q: 3 clusters Score -430207.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -430212.687500 Penalty: 2444.383057
	Iteration 38Q: 3 clusters Score -430212.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -430216.781250 Penalty: 2444.383057
	Iteration 39Q: 3 clusters Score -430216.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -430219.625000 Penalty: 2444.383057
	Iteration 40F: 3 clusters Score -430219.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -430225.125000 Penalty: 2444.383057
	Iteration 41Q: 3 clusters Score -430225.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -430231.562500 Penalty: 2444.383057
	Iteration 42Q: 3 clusters Score -430231.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -430235.093750 Penalty: 2444.383057
	Iteration 43Q: 3 clusters Score -430235.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -430237.906250 Penalty: 2444.383057
	Iteration 44Q: 3 clusters Score -430237.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -430241.187500 Penalty: 2444.383057
	Iteration 45Q: 3 clusters Score -430241.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -430242.312500 Penalty: 2444.383057
	Iteration 46Q: 3 clusters Score -430242.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -430245.312500 Penalty: 2444.383057
	Iteration 47Q: 3 clusters Score -430245.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -430247.187500 Penalty: 2444.383057
	Iteration 48Q: 3 clusters Score -430247.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -430248.156250 Penalty: 2444.383057
	Iteration 49Q: 3 clusters Score -430248.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -430248.906250 Penalty: 2444.383057
	Iteration 50Q: 3 clusters Score -430248.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -430248.906250 Penalty: 2444.383057
	Iteration 51F: 3 clusters Score -430248.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (14773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Entering Unmasked Estep 
Score: -1859831.375000 Penalty: 1428.562866
	Iteration 0F: 2 clusters Score -1859831 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1850027.875000 Penalty: 2857.125732
	Iteration 0F: 3 clusters Score -1850028 nChanged 6355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1853246.125000 Penalty: 2857.125732
	Iteration 1F: 3 clusters Score -1853246 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1853535.250000 Penalty: 2857.125732
	Iteration 2F: 3 clusters Score -1853535 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1853742.000000 Penalty: 2857.125732
	Iteration 3Q: 3 clusters Score -1853742 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1853911.625000 Penalty: 2857.125732
	Iteration 4Q: 3 clusters Score -1853912 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1854061.125000 Penalty: 2857.125732
	Iteration 5Q: 3 clusters Score -1854061 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1854198.250000 Penalty: 2857.125732
	Iteration 6Q: 3 clusters Score -1854198 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1854379.750000 Penalty: 2857.125732
	Iteration 7Q: 3 clusters Score -1854380 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1854610.875000 Penalty: 2857.125732
	Iteration 8Q: 3 clusters Score -1854611 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -1854921.625000 Penalty: 2857.125732
	Iteration 9Q: 3 clusters Score -1854922 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1855324.375000 Penalty: 2857.125732
	Iteration 10Q: 3 clusters Score -1855324 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -1855845.125000 Penalty: 2857.125732
	Iteration 11F: 3 clusters Score -1855845 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -1856442.875000 Penalty: 2857.125732
	Iteration 12F: 3 clusters Score -1856443 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -1857087.000000 Penalty: 2857.125732
	Iteration 13F: 3 clusters Score -1857087 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -1857645.250000 Penalty: 2857.125732
	Iteration 14Q: 3 clusters Score -1857645 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -1858042.000000 Penalty: 2857.125732
	Iteration 15Q: 3 clusters Score -1858042 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -1858295.000000 Penalty: 2857.125732
	Iteration 16Q: 3 clusters Score -1858295 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -1858452.000000 Penalty: 2857.125732
	Iteration 17Q: 3 clusters Score -1858452 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -1858562.125000 Penalty: 2857.125732
	Iteration 18Q: 3 clusters Score -1858562 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -1858620.375000 Penalty: 2857.125732
	Iteration 19Q: 3 clusters Score -1858620 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -1858645.625000 Penalty: 2857.125732
	Iteration 20F: 3 clusters Score -1858646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -1858669.750000 Penalty: 2857.125732
	Iteration 21Q: 3 clusters Score -1858670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -1858684.375000 Penalty: 2857.125732
	Iteration 22Q: 3 clusters Score -1858684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -1858691.500000 Penalty: 2857.125732
	Iteration 23Q: 3 clusters Score -1858692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -1858703.625000 Penalty: 2857.125732
	Iteration 24Q: 3 clusters Score -1858704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -1858714.500000 Penalty: 2857.125732
	Iteration 25Q: 3 clusters Score -1858714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -1858719.250000 Penalty: 2857.125732
	Iteration 26Q: 3 clusters Score -1858719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -1858723.125000 Penalty: 2857.125732
	Iteration 27Q: 3 clusters Score -1858723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -1858726.250000 Penalty: 2857.125732
	Iteration 28Q: 3 clusters Score -1858726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -1858732.500000 Penalty: 2857.125732
	Iteration 29Q: 3 clusters Score -1858732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -1858731.875000 Penalty: 2857.125732
	Iteration 30Q: 3 clusters Score -1858732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -1858732.750000 Penalty: 2857.125732
	Iteration 31Q: 3 clusters Score -1858733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -1858732.750000 Penalty: 2857.125732
	Iteration 32F: 3 clusters Score -1858733 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Entering Unmasked Estep 
Score: -652723.500000 Penalty: 1282.376831
	Iteration 0F: 2 clusters Score -652723.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -648729.000000 Penalty: 2564.753662
	Iteration 0F: 3 clusters Score -648729 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -650057.000000 Penalty: 2564.753662
	Iteration 1F: 3 clusters Score -650057 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -650358.062500 Penalty: 2564.753662
	Iteration 2F: 3 clusters Score -650358.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -650595.312500 Penalty: 2564.753662
	Iteration 3F: 3 clusters Score -650595.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -650794.875000 Penalty: 2564.753662
	Iteration 4F: 3 clusters Score -650794.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -650972.187500 Penalty: 2564.753662
	Iteration 5Q: 3 clusters Score -650972.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -651121.625000 Penalty: 2564.753662
	Iteration 6Q: 3 clusters Score -651121.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -651261.625000 Penalty: 2564.753662
	Iteration 7Q: 3 clusters Score -651261.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -651386.062500 Penalty: 2564.753662
	Iteration 8Q: 3 clusters Score -651386.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -651483.812500 Penalty: 2564.753662
	Iteration 9Q: 3 clusters Score -651483.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -651566.812500 Penalty: 2564.753662
	Iteration 10Q: 3 clusters Score -651566.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -651638.875000 Penalty: 2564.753662
	Iteration 11Q: 3 clusters Score -651638.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -651703.500000 Penalty: 2564.753662
	Iteration 12Q: 3 clusters Score -651703.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -651767.125000 Penalty: 2564.753662
	Iteration 13Q: 3 clusters Score -651767.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -651816.562500 Penalty: 2564.753662
	Iteration 14Q: 3 clusters Score -651816.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -651852.187500 Penalty: 2564.753662
	Iteration 15Q: 3 clusters Score -651852.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -651878.562500 Penalty: 2564.753662
	Iteration 16Q: 3 clusters Score -651878.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -651909.625000 Penalty: 2564.753662
	Iteration 17Q: 3 clusters Score -651909.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -651936.250000 Penalty: 2564.753662
	Iteration 18Q: 3 clusters Score -651936.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -651960.687500 Penalty: 2564.753662
	Iteration 19Q: 3 clusters Score -651960.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -651980.625000 Penalty: 2564.753662
	Iteration 20F: 3 clusters Score -651980.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -652002.062500 Penalty: 2564.753662
	Iteration 21Q: 3 clusters Score -652002.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -652018.687500 Penalty: 2564.753662
	Iteration 22Q: 3 clusters Score -652018.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -652035.625000 Penalty: 2564.753662
	Iteration 23Q: 3 clusters Score -652035.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -652047.750000 Penalty: 2564.753662
	Iteration 24Q: 3 clusters Score -652047.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -652057.562500 Penalty: 2564.753662
	Iteration 25Q: 3 clusters Score -652057.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -652066.937500 Penalty: 2564.753662
	Iteration 26Q: 3 clusters Score -652066.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -652079.500000 Penalty: 2564.753662
	Iteration 27Q: 3 clusters Score -652079.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -652089.125000 Penalty: 2564.753662
	Iteration 28Q: 3 clusters Score -652089.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -652097.562500 Penalty: 2564.753662
	Iteration 29Q: 3 clusters Score -652097.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -652105.937500 Penalty: 2564.753662
	Iteration 30Q: 3 clusters Score -652105.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -652119.187500 Penalty: 2564.753662
	Iteration 31Q: 3 clusters Score -652119.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -652135.437500 Penalty: 2564.753662
	Iteration 32Q: 3 clusters Score -652135.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -652162.125000 Penalty: 2564.753662
	Iteration 33Q: 3 clusters Score -652162.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -652188.750000 Penalty: 2564.753662
	Iteration 34Q: 3 clusters Score -652188.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -652224.250000 Penalty: 2564.753662
	Iteration 35Q: 3 clusters Score -652224.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -652264.000000 Penalty: 2564.753662
	Iteration 36Q: 3 clusters Score -652264 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -652320.312500 Penalty: 2564.753662
	Iteration 37Q: 3 clusters Score -652320.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -652394.062500 Penalty: 2564.753662
	Iteration 38Q: 3 clusters Score -652394.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -652442.687500 Penalty: 2564.753662
	Iteration 39Q: 3 clusters Score -652442.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -652469.437500 Penalty: 2564.753662
	Iteration 40F: 3 clusters Score -652469.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -652483.750000 Penalty: 2564.753662
	Iteration 41Q: 3 clusters Score -652483.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -652491.562500 Penalty: 2564.753662
	Iteration 42Q: 3 clusters Score -652491.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -652495.875000 Penalty: 2564.753662
	Iteration 43Q: 3 clusters Score -652495.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -652495.500000 Penalty: 2564.753662
	Iteration 44Q: 3 clusters Score -652495.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -652498.562500 Penalty: 2564.753662
	Iteration 45Q: 3 clusters Score -652498.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -652500.562500 Penalty: 2564.753662
	Iteration 46Q: 3 clusters Score -652500.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -652501.750000 Penalty: 2564.753662
	Iteration 47Q: 3 clusters Score -652501.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -652501.125000 Penalty: 2564.753662
	Iteration 48Q: 3 clusters Score -652501.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -652502.750000 Penalty: 2564.753662
	Iteration 49Q: 3 clusters Score -652502.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -652504.937500 Penalty: 2564.753662
	Iteration 50Q: 3 clusters Score -652504.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -652505.562500 Penalty: 2564.753662
	Iteration 51Q: 3 clusters Score -652505.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -652507.500000 Penalty: 2564.753662
	Iteration 52Q: 3 clusters Score -652507.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -652506.750000 Penalty: 2564.753662
	Iteration 53Q: 3 clusters Score -652506.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -652506.937500 Penalty: 2564.753662
	Iteration 54Q: 3 clusters Score -652506.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -652508.375000 Penalty: 2564.753662
	Iteration 55Q: 3 clusters Score -652508.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -652509.375000 Penalty: 2564.753662
	Iteration 56Q: 3 clusters Score -652509.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -652510.187500 Penalty: 2564.753662
	Iteration 57Q: 3 clusters Score -652510.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -652511.187500 Penalty: 2564.753662
	Iteration 58Q: 3 clusters Score -652511.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -652510.750000 Penalty: 2564.753662
	Iteration 59Q: 3 clusters Score -652510.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -652511.312500 Penalty: 2564.753662
	Iteration 60F: 3 clusters Score -652511.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -652510.875000 Penalty: 2564.753662
	Iteration 61Q: 3 clusters Score -652510.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -652510.875000 Penalty: 2564.753662
	Iteration 62F: 3 clusters Score -652510.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (15666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Entering Unmasked Estep 
Score: -1866074.125000 Penalty: 1437.296143
	Iteration 0F: 2 clusters Score -1866074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1855610.500000 Penalty: 2874.592285
	Iteration 0F: 3 clusters Score -1855610 nChanged 6843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1859418.500000 Penalty: 2874.592285
	Iteration 1F: 3 clusters Score -1859418 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1859776.000000 Penalty: 2874.592285
	Iteration 2F: 3 clusters Score -1859776 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1860037.750000 Penalty: 2874.592285
	Iteration 3Q: 3 clusters Score -1860038 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1860220.375000 Penalty: 2874.592285
	Iteration 4Q: 3 clusters Score -1860220 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1860362.250000 Penalty: 2874.592285
	Iteration 5Q: 3 clusters Score -1860362 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1860486.625000 Penalty: 2874.592285
	Iteration 6Q: 3 clusters Score -1860487 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1860617.375000 Penalty: 2874.592285
	Iteration 7Q: 3 clusters Score -1860617 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1860750.125000 Penalty: 2874.592285
	Iteration 8Q: 3 clusters Score -1860750 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1860908.625000 Penalty: 2874.592285
	Iteration 9Q: 3 clusters Score -1860909 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1861090.125000 Penalty: 2874.592285
	Iteration 10Q: 3 clusters Score -1861090 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -1861317.500000 Penalty: 2874.592285
	Iteration 11Q: 3 clusters Score -1861318 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -1861609.375000 Penalty: 2874.592285
	Iteration 12Q: 3 clusters Score -1861609 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1861973.375000 Penalty: 2874.592285
	Iteration 13Q: 3 clusters Score -1861973 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -1862357.375000 Penalty: 2874.592285
	Iteration 14Q: 3 clusters Score -1862357 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -1862784.000000 Penalty: 2874.592285
	Iteration 15Q: 3 clusters Score -1862784 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -1863181.375000 Penalty: 2874.592285
	Iteration 16Q: 3 clusters Score -1863181 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -1863536.625000 Penalty: 2874.592285
	Iteration 17Q: 3 clusters Score -1863537 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -1863864.500000 Penalty: 2874.592285
	Iteration 18Q: 3 clusters Score -1863864 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -1864155.000000 Penalty: 2874.592285
	Iteration 19Q: 3 clusters Score -1864155 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -1864354.750000 Penalty: 2874.592285
	Iteration 20F: 3 clusters Score -1864355 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -1864521.625000 Penalty: 2874.592285
	Iteration 21Q: 3 clusters Score -1864522 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -1864621.625000 Penalty: 2874.592285
	Iteration 22Q: 3 clusters Score -1864622 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -1864702.750000 Penalty: 2874.592285
	Iteration 23Q: 3 clusters Score -1864703 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -1864756.875000 Penalty: 2874.592285
	Iteration 24Q: 3 clusters Score -1864757 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -1864797.250000 Penalty: 2874.592285
	Iteration 25Q: 3 clusters Score -1864797 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -1864823.250000 Penalty: 2874.592285
	Iteration 26Q: 3 clusters Score -1864823 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -1864858.125000 Penalty: 2874.592285
	Iteration 27Q: 3 clusters Score -1864858 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -1864872.375000 Penalty: 2874.592285
	Iteration 28Q: 3 clusters Score -1864872 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -1864878.875000 Penalty: 2874.592285
	Iteration 29Q: 3 clusters Score -1864879 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -1864892.500000 Penalty: 2874.592285
	Iteration 30Q: 3 clusters Score -1864892 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -1864903.750000 Penalty: 2874.592285
	Iteration 31Q: 3 clusters Score -1864904 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -1864918.500000 Penalty: 2874.592285
	Iteration 32Q: 3 clusters Score -1864918 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -1864937.250000 Penalty: 2874.592285
	Iteration 33Q: 3 clusters Score -1864937 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -1864947.125000 Penalty: 2874.592285
	Iteration 34Q: 3 clusters Score -1864947 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -1864961.125000 Penalty: 2874.592285
	Iteration 35Q: 3 clusters Score -1864961 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -1864969.375000 Penalty: 2874.592285
	Iteration 36Q: 3 clusters Score -1864969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -1864972.125000 Penalty: 2874.592285
	Iteration 37Q: 3 clusters Score -1864972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -1864972.125000 Penalty: 2874.592285
	Iteration 38F: 3 clusters Score -1864972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (11957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Entering Unmasked Estep 
Score: -1435179.250000 Penalty: 1397.093994
	Iteration 0F: 2 clusters Score -1435179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1427235.500000 Penalty: 2794.187988
	Iteration 0F: 3 clusters Score -1427236 nChanged 5014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1429978.625000 Penalty: 2794.187988
	Iteration 1F: 3 clusters Score -1429979 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1430407.750000 Penalty: 2794.187988
	Iteration 2F: 3 clusters Score -1430408 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1430747.875000 Penalty: 2794.187988
	Iteration 3F: 3 clusters Score -1430748 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1431033.125000 Penalty: 2794.187988
	Iteration 4Q: 3 clusters Score -1431033 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1431329.875000 Penalty: 2794.187988
	Iteration 5Q: 3 clusters Score -1431330 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1431583.625000 Penalty: 2794.187988
	Iteration 6Q: 3 clusters Score -1431584 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1431829.500000 Penalty: 2794.187988
	Iteration 7Q: 3 clusters Score -1431830 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1432027.000000 Penalty: 2794.187988
	Iteration 8Q: 3 clusters Score -1432027 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1432198.625000 Penalty: 2794.187988
	Iteration 9Q: 3 clusters Score -1432199 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1432350.875000 Penalty: 2794.187988
	Iteration 10Q: 3 clusters Score -1432351 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1432522.125000 Penalty: 2794.187988
	Iteration 11Q: 3 clusters Score -1432522 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1432711.625000 Penalty: 2794.187988
	Iteration 12Q: 3 clusters Score -1432712 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1432912.125000 Penalty: 2794.187988
	Iteration 13Q: 3 clusters Score -1432912 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1433121.750000 Penalty: 2794.187988
	Iteration 14Q: 3 clusters Score -1433122 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1433277.625000 Penalty: 2794.187988
	Iteration 15Q: 3 clusters Score -1433278 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1433403.625000 Penalty: 2794.187988
	Iteration 16Q: 3 clusters Score -1433404 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1433486.750000 Penalty: 2794.187988
	Iteration 17Q: 3 clusters Score -1433487 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1433546.000000 Penalty: 2794.187988
	Iteration 18Q: 3 clusters Score -1433546 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1433616.000000 Penalty: 2794.187988
	Iteration 19Q: 3 clusters Score -1433616 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1433683.000000 Penalty: 2794.187988
	Iteration 20F: 3 clusters Score -1433683 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1433732.000000 Penalty: 2794.187988
	Iteration 21Q: 3 clusters Score -1433732 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1433768.375000 Penalty: 2794.187988
	Iteration 22Q: 3 clusters Score -1433768 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1433804.625000 Penalty: 2794.187988
	Iteration 23Q: 3 clusters Score -1433805 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1433833.250000 Penalty: 2794.187988
	Iteration 24Q: 3 clusters Score -1433833 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1433866.625000 Penalty: 2794.187988
	Iteration 25Q: 3 clusters Score -1433867 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1433899.000000 Penalty: 2794.187988
	Iteration 26Q: 3 clusters Score -1433899 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1433943.500000 Penalty: 2794.187988
	Iteration 27Q: 3 clusters Score -1433944 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1434004.375000 Penalty: 2794.187988
	Iteration 28Q: 3 clusters Score -1434004 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1434076.125000 Penalty: 2794.187988
	Iteration 29Q: 3 clusters Score -1434076 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1434184.500000 Penalty: 2794.187988
	Iteration 30Q: 3 clusters Score -1434184 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1434299.125000 Penalty: 2794.187988
	Iteration 31Q: 3 clusters Score -1434299 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1434407.125000 Penalty: 2794.187988
	Iteration 32Q: 3 clusters Score -1434407 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1434482.750000 Penalty: 2794.187988
	Iteration 33Q: 3 clusters Score -1434483 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1434541.375000 Penalty: 2794.187988
	Iteration 34Q: 3 clusters Score -1434541 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1434572.375000 Penalty: 2794.187988
	Iteration 35Q: 3 clusters Score -1434572 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1434604.000000 Penalty: 2794.187988
	Iteration 36Q: 3 clusters Score -1434604 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1434622.125000 Penalty: 2794.187988
	Iteration 37Q: 3 clusters Score -1434622 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1434631.125000 Penalty: 2794.187988
	Iteration 38Q: 3 clusters Score -1434631 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1434641.250000 Penalty: 2794.187988
	Iteration 39Q: 3 clusters Score -1434641 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1434649.000000 Penalty: 2794.187988
	Iteration 40F: 3 clusters Score -1434649 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1434655.250000 Penalty: 2794.187988
	Iteration 41Q: 3 clusters Score -1434655 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1434659.875000 Penalty: 2794.187988
	Iteration 42Q: 3 clusters Score -1434660 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1434668.750000 Penalty: 2794.187988
	Iteration 43Q: 3 clusters Score -1434669 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1434672.625000 Penalty: 2794.187988
	Iteration 44Q: 3 clusters Score -1434673 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1434684.250000 Penalty: 2794.187988
	Iteration 45Q: 3 clusters Score -1434684 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1434689.125000 Penalty: 2794.187988
	Iteration 46Q: 3 clusters Score -1434689 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1434694.125000 Penalty: 2794.187988
	Iteration 47Q: 3 clusters Score -1434694 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1434696.625000 Penalty: 2794.187988
	Iteration 48Q: 3 clusters Score -1434697 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1434699.250000 Penalty: 2794.187988
	Iteration 49Q: 3 clusters Score -1434699 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1434702.500000 Penalty: 2794.187988
	Iteration 50Q: 3 clusters Score -1434702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1434704.125000 Penalty: 2794.187988
	Iteration 51Q: 3 clusters Score -1434704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1434704.500000 Penalty: 2794.187988
	Iteration 52Q: 3 clusters Score -1434704 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1434712.125000 Penalty: 2794.187988
	Iteration 53Q: 3 clusters Score -1434712 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1434712.875000 Penalty: 2794.187988
	Iteration 54Q: 3 clusters Score -1434713 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1434716.375000 Penalty: 2794.187988
	Iteration 55Q: 3 clusters Score -1434716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1434714.750000 Penalty: 2794.187988
	Iteration 56Q: 3 clusters Score -1434715 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1434720.500000 Penalty: 2794.187988
	Iteration 57Q: 3 clusters Score -1434720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1434720.750000 Penalty: 2794.187988
	Iteration 58Q: 3 clusters Score -1434721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1434721.750000 Penalty: 2794.187988
	Iteration 59Q: 3 clusters Score -1434722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1434724.125000 Penalty: 2794.187988
	Iteration 60F: 3 clusters Score -1434724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1434726.500000 Penalty: 2794.187988
	Iteration 61Q: 3 clusters Score -1434726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1434725.500000 Penalty: 2794.187988
	Iteration 62Q: 3 clusters Score -1434726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1434724.500000 Penalty: 2794.187988
	Iteration 63Q: 3 clusters Score -1434724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1434726.875000 Penalty: 2794.187988
	Iteration 64Q: 3 clusters Score -1434727 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1434730.000000 Penalty: 2794.187988
	Iteration 65Q: 3 clusters Score -1434730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1434727.875000 Penalty: 2794.187988
	Iteration 66Q: 3 clusters Score -1434728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1434728.375000 Penalty: 2794.187988
	Iteration 67Q: 3 clusters Score -1434728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1434731.375000 Penalty: 2794.187988
	Iteration 68Q: 3 clusters Score -1434731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1434729.750000 Penalty: 2794.187988
	Iteration 69Q: 3 clusters Score -1434730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1434732.875000 Penalty: 2794.187988
	Iteration 70Q: 3 clusters Score -1434733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1434732.125000 Penalty: 2794.187988
	Iteration 71Q: 3 clusters Score -1434732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1434732.875000 Penalty: 2794.187988
	Iteration 72Q: 3 clusters Score -1434733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1434732.750000 Penalty: 2794.187988
	Iteration 73Q: 3 clusters Score -1434733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1434734.875000 Penalty: 2794.187988
	Iteration 74Q: 3 clusters Score -1434735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1434734.875000 Penalty: 2794.187988
	Iteration 75F: 3 clusters Score -1434735 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Entering Unmasked Estep 
Score: -24412.658203 Penalty: 857.860474
	Iteration 0F: 2 clusters Score -24412.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -23719.306641 Penalty: 1715.720947
	Iteration 0F: 3 clusters Score -23719.31 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -23918.212891 Penalty: 1715.720947
	Iteration 1F: 3 clusters Score -23918.21 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -24008.365234 Penalty: 1715.720947
	Iteration 2F: 3 clusters Score -24008.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -24037.914062 Penalty: 1715.720947
	Iteration 3Q: 3 clusters Score -24037.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -24050.564453 Penalty: 1715.720947
	Iteration 4Q: 3 clusters Score -24050.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -24058.646484 Penalty: 1715.720947
	Iteration 5Q: 3 clusters Score -24058.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -24060.953125 Penalty: 1715.720947
	Iteration 6Q: 3 clusters Score -24060.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -24060.953125 Penalty: 1715.720947
	Iteration 7F: 3 clusters Score -24060.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (16087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Entering Unmasked Estep 
Score: -2044241.250000 Penalty: 1441.242188
	Iteration 0F: 2 clusters Score -2044241 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -2033689.000000 Penalty: 2882.484375
	Iteration 0F: 3 clusters Score -2033689 nChanged 6990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -2037318.625000 Penalty: 2882.484375
	Iteration 1F: 3 clusters Score -2037319 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -2037673.125000 Penalty: 2882.484375
	Iteration 2F: 3 clusters Score -2037673 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -2037981.250000 Penalty: 2882.484375
	Iteration 3Q: 3 clusters Score -2037981 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -2038300.750000 Penalty: 2882.484375
	Iteration 4Q: 3 clusters Score -2038301 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -2038632.750000 Penalty: 2882.484375
	Iteration 5Q: 3 clusters Score -2038633 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -2039066.375000 Penalty: 2882.484375
	Iteration 6Q: 3 clusters Score -2039066 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -2039629.500000 Penalty: 2882.484375
	Iteration 7F: 3 clusters Score -2039630 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -2040267.500000 Penalty: 2882.484375
	Iteration 8F: 3 clusters Score -2040268 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -2040957.750000 Penalty: 2882.484375
	Iteration 9F: 3 clusters Score -2040958 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -2041550.500000 Penalty: 2882.484375
	Iteration 10Q: 3 clusters Score -2041550 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -2041981.875000 Penalty: 2882.484375
	Iteration 11Q: 3 clusters Score -2041982 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -2042325.750000 Penalty: 2882.484375
	Iteration 12Q: 3 clusters Score -2042326 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -2042554.875000 Penalty: 2882.484375
	Iteration 13Q: 3 clusters Score -2042555 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -2042676.500000 Penalty: 2882.484375
	Iteration 14Q: 3 clusters Score -2042676 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -2042771.125000 Penalty: 2882.484375
	Iteration 15Q: 3 clusters Score -2042771 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -2042869.250000 Penalty: 2882.484375
	Iteration 16Q: 3 clusters Score -2042869 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -2042948.250000 Penalty: 2882.484375
	Iteration 17Q: 3 clusters Score -2042948 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -2042998.375000 Penalty: 2882.484375
	Iteration 18Q: 3 clusters Score -2042998 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -2043028.750000 Penalty: 2882.484375
	Iteration 19Q: 3 clusters Score -2043029 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -2043057.500000 Penalty: 2882.484375
	Iteration 20F: 3 clusters Score -2043058 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -2043074.875000 Penalty: 2882.484375
	Iteration 21Q: 3 clusters Score -2043075 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -2043092.750000 Penalty: 2882.484375
	Iteration 22Q: 3 clusters Score -2043093 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -2043105.875000 Penalty: 2882.484375
	Iteration 23Q: 3 clusters Score -2043106 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -2043115.625000 Penalty: 2882.484375
	Iteration 24Q: 3 clusters Score -2043116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -2043123.375000 Penalty: 2882.484375
	Iteration 25Q: 3 clusters Score -2043123 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -2043134.250000 Penalty: 2882.484375
	Iteration 26Q: 3 clusters Score -2043134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -2043136.875000 Penalty: 2882.484375
	Iteration 27Q: 3 clusters Score -2043137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -2043138.000000 Penalty: 2882.484375
	Iteration 28Q: 3 clusters Score -2043138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -2043140.125000 Penalty: 2882.484375
	Iteration 29Q: 3 clusters Score -2043140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -2043143.125000 Penalty: 2882.484375
	Iteration 30Q: 3 clusters Score -2043143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -2043143.250000 Penalty: 2882.484375
	Iteration 31Q: 3 clusters Score -2043143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -2043143.000000 Penalty: 2882.484375
	Iteration 32Q: 3 clusters Score -2043143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -2043143.000000 Penalty: 2882.484375
	Iteration 33F: 3 clusters Score -2043143 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Entering Unmasked Estep 
Score: -38729.703125 Penalty: 894.476562
	Iteration 0F: 2 clusters Score -38729.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -37961.921875 Penalty: 1788.953125
	Iteration 0F: 3 clusters Score -37961.92 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -38141.828125 Penalty: 1788.953125
	Iteration 1F: 3 clusters Score -38141.83 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -38207.691406 Penalty: 1788.953125
	Iteration 2F: 3 clusters Score -38207.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -38253.855469 Penalty: 1788.953125
	Iteration 3Q: 3 clusters Score -38253.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -38276.507812 Penalty: 1788.953125
	Iteration 4Q: 3 clusters Score -38276.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -38301.707031 Penalty: 1788.953125
	Iteration 5Q: 3 clusters Score -38301.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -38315.175781 Penalty: 1788.953125
	Iteration 6Q: 3 clusters Score -38315.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -38318.617188 Penalty: 1788.953125
	Iteration 7Q: 3 clusters Score -38318.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -38318.617188 Penalty: 1788.953125
	Iteration 8F: 3 clusters Score -38318.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Entering Unmasked Estep 
Score: -187827.375000 Penalty: 1100.209106
	Iteration 0F: 2 clusters Score -187827.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -186214.109375 Penalty: 2200.418213
	Iteration 0F: 3 clusters Score -186214.1 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -186613.031250 Penalty: 2200.418213
	Iteration 1F: 3 clusters Score -186613 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -186723.062500 Penalty: 2200.418213
	Iteration 2F: 3 clusters Score -186723.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -186774.296875 Penalty: 2200.418213
	Iteration 3Q: 3 clusters Score -186774.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -186799.859375 Penalty: 2200.418213
	Iteration 4Q: 3 clusters Score -186799.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -186816.734375 Penalty: 2200.418213
	Iteration 5Q: 3 clusters Score -186816.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -186830.750000 Penalty: 2200.418213
	Iteration 6Q: 3 clusters Score -186830.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -186843.562500 Penalty: 2200.418213
	Iteration 7Q: 3 clusters Score -186843.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -186858.171875 Penalty: 2200.418213
	Iteration 8Q: 3 clusters Score -186858.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -186873.062500 Penalty: 2200.418213
	Iteration 9Q: 3 clusters Score -186873.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -186878.437500 Penalty: 2200.418213
	Iteration 10Q: 3 clusters Score -186878.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -186887.265625 Penalty: 2200.418213
	Iteration 11Q: 3 clusters Score -186887.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -186893.125000 Penalty: 2200.418213
	Iteration 12Q: 3 clusters Score -186893.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -186898.046875 Penalty: 2200.418213
	Iteration 13Q: 3 clusters Score -186898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -186905.031250 Penalty: 2200.418213
	Iteration 14Q: 3 clusters Score -186905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -186909.843750 Penalty: 2200.418213
	Iteration 15Q: 3 clusters Score -186909.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -186913.687500 Penalty: 2200.418213
	Iteration 16Q: 3 clusters Score -186913.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -186919.484375 Penalty: 2200.418213
	Iteration 17Q: 3 clusters Score -186919.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -186922.406250 Penalty: 2200.418213
	Iteration 18Q: 3 clusters Score -186922.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -186927.515625 Penalty: 2200.418213
	Iteration 19Q: 3 clusters Score -186927.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -186933.265625 Penalty: 2200.418213
	Iteration 20F: 3 clusters Score -186933.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -186935.109375 Penalty: 2200.418213
	Iteration 21Q: 3 clusters Score -186935.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -186935.750000 Penalty: 2200.418213
	Iteration 22Q: 3 clusters Score -186935.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -186936.625000 Penalty: 2200.418213
	Iteration 23Q: 3 clusters Score -186936.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -186937.671875 Penalty: 2200.418213
	Iteration 24Q: 3 clusters Score -186937.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -186939.328125 Penalty: 2200.418213
	Iteration 25Q: 3 clusters Score -186939.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -186940.859375 Penalty: 2200.418213
	Iteration 26Q: 3 clusters Score -186940.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -186942.687500 Penalty: 2200.418213
	Iteration 27Q: 3 clusters Score -186942.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -186944.062500 Penalty: 2200.418213
	Iteration 28Q: 3 clusters Score -186944.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -186945.703125 Penalty: 2200.418213
	Iteration 29Q: 3 clusters Score -186945.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -186946.687500 Penalty: 2200.418213
	Iteration 30Q: 3 clusters Score -186946.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -186947.656250 Penalty: 2200.418213
	Iteration 31Q: 3 clusters Score -186947.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -186949.812500 Penalty: 2200.418213
	Iteration 32Q: 3 clusters Score -186949.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -186953.531250 Penalty: 2200.418213
	Iteration 33Q: 3 clusters Score -186953.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -186955.843750 Penalty: 2200.418213
	Iteration 34Q: 3 clusters Score -186955.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -186956.171875 Penalty: 2200.418213
	Iteration 35Q: 3 clusters Score -186956.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -186956.171875 Penalty: 2200.418213
	Iteration 36F: 3 clusters Score -186956.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Entering Unmasked Estep 
Score: -12719.684570 Penalty: 783.088318
	Iteration 0F: 2 clusters Score -12719.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -12234.556641 Penalty: 1566.176636
	Iteration 0F: 3 clusters Score -12234.56 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -12344.797852 Penalty: 1566.176636
	Iteration 1F: 3 clusters Score -12344.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -12414.666992 Penalty: 1566.176636
	Iteration 2F: 3 clusters Score -12414.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -12434.082031 Penalty: 1566.176636
	Iteration 3Q: 3 clusters Score -12434.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -12434.082031 Penalty: 1566.176636
	Iteration 4F: 3 clusters Score -12434.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -28486.371094 Penalty: 853.121216
	Iteration 0F: 2 clusters Score -28486.37 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 158 members 
Entering Unmasked Estep 
Score: -27751.013672 Penalty: 1706.242432
	Iteration 0F: 3 clusters Score -27751.01 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -27859.072266 Penalty: 1706.242432
	Iteration 1F: 3 clusters Score -27859.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -27913.548828 Penalty: 1706.242432
	Iteration 2F: 3 clusters Score -27913.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -27921.218750 Penalty: 1706.242432
	Iteration 3Q: 3 clusters Score -27921.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -27921.218750 Penalty: 1706.242432
	Iteration 4F: 3 clusters Score -27921.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (6902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Entering Unmasked Estep 
Score: -874852.625000 Penalty: 1315.327515
	Iteration 0F: 2 clusters Score -874852.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -870006.875000 Penalty: 2630.655029
	Iteration 0F: 3 clusters Score -870006.9 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -871470.375000 Penalty: 2630.655029
	Iteration 1F: 3 clusters Score -871470.4 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -871679.625000 Penalty: 2630.655029
	Iteration 2F: 3 clusters Score -871679.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -871824.375000 Penalty: 2630.655029
	Iteration 3Q: 3 clusters Score -871824.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -871925.687500 Penalty: 2630.655029
	Iteration 4Q: 3 clusters Score -871925.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -872007.250000 Penalty: 2630.655029
	Iteration 5Q: 3 clusters Score -872007.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -872063.625000 Penalty: 2630.655029
	Iteration 6Q: 3 clusters Score -872063.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -872115.187500 Penalty: 2630.655029
	Iteration 7Q: 3 clusters Score -872115.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -872153.937500 Penalty: 2630.655029
	Iteration 8Q: 3 clusters Score -872153.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -872184.625000 Penalty: 2630.655029
	Iteration 9Q: 3 clusters Score -872184.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -872216.375000 Penalty: 2630.655029
	Iteration 10Q: 3 clusters Score -872216.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -872247.750000 Penalty: 2630.655029
	Iteration 11Q: 3 clusters Score -872247.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -872277.375000 Penalty: 2630.655029
	Iteration 12Q: 3 clusters Score -872277.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -872299.437500 Penalty: 2630.655029
	Iteration 13Q: 3 clusters Score -872299.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -872311.625000 Penalty: 2630.655029
	Iteration 14Q: 3 clusters Score -872311.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -872322.625000 Penalty: 2630.655029
	Iteration 15Q: 3 clusters Score -872322.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -872334.625000 Penalty: 2630.655029
	Iteration 16Q: 3 clusters Score -872334.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -872346.875000 Penalty: 2630.655029
	Iteration 17Q: 3 clusters Score -872346.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -872361.437500 Penalty: 2630.655029
	Iteration 18Q: 3 clusters Score -872361.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -872378.687500 Penalty: 2630.655029
	Iteration 19Q: 3 clusters Score -872378.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -872399.750000 Penalty: 2630.655029
	Iteration 20F: 3 clusters Score -872399.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -872412.562500 Penalty: 2630.655029
	Iteration 21Q: 3 clusters Score -872412.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -872424.375000 Penalty: 2630.655029
	Iteration 22Q: 3 clusters Score -872424.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -872439.062500 Penalty: 2630.655029
	Iteration 23Q: 3 clusters Score -872439.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -872457.062500 Penalty: 2630.655029
	Iteration 24Q: 3 clusters Score -872457.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -872483.375000 Penalty: 2630.655029
	Iteration 25Q: 3 clusters Score -872483.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -872509.062500 Penalty: 2630.655029
	Iteration 26Q: 3 clusters Score -872509.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -872531.062500 Penalty: 2630.655029
	Iteration 27Q: 3 clusters Score -872531.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -872560.687500 Penalty: 2630.655029
	Iteration 28Q: 3 clusters Score -872560.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -872598.125000 Penalty: 2630.655029
	Iteration 29Q: 3 clusters Score -872598.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -872632.687500 Penalty: 2630.655029
	Iteration 30Q: 3 clusters Score -872632.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -872665.250000 Penalty: 2630.655029
	Iteration 31Q: 3 clusters Score -872665.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -872703.125000 Penalty: 2630.655029
	Iteration 32Q: 3 clusters Score -872703.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -872735.562500 Penalty: 2630.655029
	Iteration 33Q: 3 clusters Score -872735.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -872776.250000 Penalty: 2630.655029
	Iteration 34Q: 3 clusters Score -872776.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -872827.750000 Penalty: 2630.655029
	Iteration 35Q: 3 clusters Score -872827.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -872884.875000 Penalty: 2630.655029
	Iteration 36Q: 3 clusters Score -872884.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -872952.875000 Penalty: 2630.655029
	Iteration 37Q: 3 clusters Score -872952.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -873023.562500 Penalty: 2630.655029
	Iteration 38Q: 3 clusters Score -873023.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -873110.312500 Penalty: 2630.655029
	Iteration 39Q: 3 clusters Score -873110.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -873191.625000 Penalty: 2630.655029
	Iteration 40F: 3 clusters Score -873191.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -873276.687500 Penalty: 2630.655029
	Iteration 41Q: 3 clusters Score -873276.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -873370.875000 Penalty: 2630.655029
	Iteration 42Q: 3 clusters Score -873370.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -873450.687500 Penalty: 2630.655029
	Iteration 43Q: 3 clusters Score -873450.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -873528.000000 Penalty: 2630.655029
	Iteration 44Q: 3 clusters Score -873528 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -873573.375000 Penalty: 2630.655029
	Iteration 45Q: 3 clusters Score -873573.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -873606.875000 Penalty: 2630.655029
	Iteration 46Q: 3 clusters Score -873606.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -873638.125000 Penalty: 2630.655029
	Iteration 47Q: 3 clusters Score -873638.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -873656.250000 Penalty: 2630.655029
	Iteration 48Q: 3 clusters Score -873656.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -873675.062500 Penalty: 2630.655029
	Iteration 49Q: 3 clusters Score -873675.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -873686.937500 Penalty: 2630.655029
	Iteration 50Q: 3 clusters Score -873686.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -873698.062500 Penalty: 2630.655029
	Iteration 51Q: 3 clusters Score -873698.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -873706.375000 Penalty: 2630.655029
	Iteration 52Q: 3 clusters Score -873706.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -873718.000000 Penalty: 2630.655029
	Iteration 53Q: 3 clusters Score -873718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -873721.562500 Penalty: 2630.655029
	Iteration 54Q: 3 clusters Score -873721.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -873725.875000 Penalty: 2630.655029
	Iteration 55Q: 3 clusters Score -873725.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -873730.375000 Penalty: 2630.655029
	Iteration 56Q: 3 clusters Score -873730.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -873734.562500 Penalty: 2630.655029
	Iteration 57Q: 3 clusters Score -873734.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -873737.500000 Penalty: 2630.655029
	Iteration 58Q: 3 clusters Score -873737.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -873739.312500 Penalty: 2630.655029
	Iteration 59Q: 3 clusters Score -873739.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -873739.312500 Penalty: 2630.655029
	Iteration 60F: 3 clusters Score -873739.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Entering Unmasked Estep 
Score: -44846.449219 Penalty: 891.901489
	Iteration 0F: 2 clusters Score -44846.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -44049.785156 Penalty: 1783.802979
	Iteration 0F: 3 clusters Score -44049.79 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -44203.847656 Penalty: 1783.802979
	Iteration 1F: 3 clusters Score -44203.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -44260.949219 Penalty: 1783.802979
	Iteration 2Q: 3 clusters Score -44260.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -44283.347656 Penalty: 1783.802979
	Iteration 3Q: 3 clusters Score -44283.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -44295.406250 Penalty: 1783.802979
	Iteration 4Q: 3 clusters Score -44295.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -44306.824219 Penalty: 1783.802979
	Iteration 5Q: 3 clusters Score -44306.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -44315.449219 Penalty: 1783.802979
	Iteration 6Q: 3 clusters Score -44315.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -44319.507812 Penalty: 1783.802979
	Iteration 7Q: 3 clusters Score -44319.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -44319.507812 Penalty: 1783.802979
	Iteration 8F: 3 clusters Score -44319.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (9652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Entering Unmasked Estep 
Score: -1203402.375000 Penalty: 1365.228149
	Iteration 0F: 2 clusters Score -1203402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1196966.250000 Penalty: 2730.456299
	Iteration 0F: 3 clusters Score -1196966 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1199061.500000 Penalty: 2730.456299
	Iteration 1F: 3 clusters Score -1199062 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1199416.875000 Penalty: 2730.456299
	Iteration 2F: 3 clusters Score -1199417 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1199696.000000 Penalty: 2730.456299
	Iteration 3F: 3 clusters Score -1199696 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1199953.750000 Penalty: 2730.456299
	Iteration 4Q: 3 clusters Score -1199954 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1200193.125000 Penalty: 2730.456299
	Iteration 5Q: 3 clusters Score -1200193 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1200465.000000 Penalty: 2730.456299
	Iteration 6Q: 3 clusters Score -1200465 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1200717.875000 Penalty: 2730.456299
	Iteration 7Q: 3 clusters Score -1200718 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1200989.000000 Penalty: 2730.456299
	Iteration 8Q: 3 clusters Score -1200989 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1201274.875000 Penalty: 2730.456299
	Iteration 9Q: 3 clusters Score -1201275 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1201561.750000 Penalty: 2730.456299
	Iteration 10Q: 3 clusters Score -1201562 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1201789.750000 Penalty: 2730.456299
	Iteration 11Q: 3 clusters Score -1201790 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1201990.500000 Penalty: 2730.456299
	Iteration 12Q: 3 clusters Score -1201990 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1202147.500000 Penalty: 2730.456299
	Iteration 13Q: 3 clusters Score -1202148 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1202285.625000 Penalty: 2730.456299
	Iteration 14Q: 3 clusters Score -1202286 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1202389.875000 Penalty: 2730.456299
	Iteration 15Q: 3 clusters Score -1202390 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1202483.500000 Penalty: 2730.456299
	Iteration 16Q: 3 clusters Score -1202484 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1202543.250000 Penalty: 2730.456299
	Iteration 17Q: 3 clusters Score -1202543 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1202571.250000 Penalty: 2730.456299
	Iteration 18Q: 3 clusters Score -1202571 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1202584.625000 Penalty: 2730.456299
	Iteration 19Q: 3 clusters Score -1202585 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1202597.500000 Penalty: 2730.456299
	Iteration 20F: 3 clusters Score -1202598 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1202601.750000 Penalty: 2730.456299
	Iteration 21Q: 3 clusters Score -1202602 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1202608.000000 Penalty: 2730.456299
	Iteration 22Q: 3 clusters Score -1202608 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1202614.000000 Penalty: 2730.456299
	Iteration 23Q: 3 clusters Score -1202614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1202617.500000 Penalty: 2730.456299
	Iteration 24Q: 3 clusters Score -1202618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1202617.750000 Penalty: 2730.456299
	Iteration 25Q: 3 clusters Score -1202618 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1202620.250000 Penalty: 2730.456299
	Iteration 26Q: 3 clusters Score -1202620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1202623.125000 Penalty: 2730.456299
	Iteration 27Q: 3 clusters Score -1202623 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1202623.750000 Penalty: 2730.456299
	Iteration 28Q: 3 clusters Score -1202624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1202624.000000 Penalty: 2730.456299
	Iteration 29Q: 3 clusters Score -1202624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1202626.500000 Penalty: 2730.456299
	Iteration 30Q: 3 clusters Score -1202626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1202626.625000 Penalty: 2730.456299
	Iteration 31Q: 3 clusters Score -1202627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1202626.875000 Penalty: 2730.456299
	Iteration 32Q: 3 clusters Score -1202627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1202626.750000 Penalty: 2730.456299
	Iteration 33Q: 3 clusters Score -1202627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1202627.500000 Penalty: 2730.456299
	Iteration 34Q: 3 clusters Score -1202628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1202626.500000 Penalty: 2730.456299
	Iteration 35Q: 3 clusters Score -1202626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1202626.500000 Penalty: 2730.456299
	Iteration 36F: 3 clusters Score -1202626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (9430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Entering Unmasked Estep 
Score: -1196894.500000 Penalty: 1361.765747
	Iteration 0F: 2 clusters Score -1196894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1190496.750000 Penalty: 2723.531494
	Iteration 0F: 3 clusters Score -1190497 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1192560.875000 Penalty: 2723.531494
	Iteration 1F: 3 clusters Score -1192561 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1192830.125000 Penalty: 2723.531494
	Iteration 2F: 3 clusters Score -1192830 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1192983.250000 Penalty: 2723.531494
	Iteration 3Q: 3 clusters Score -1192983 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1193089.250000 Penalty: 2723.531494
	Iteration 4Q: 3 clusters Score -1193089 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1193170.375000 Penalty: 2723.531494
	Iteration 5Q: 3 clusters Score -1193170 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1193246.000000 Penalty: 2723.531494
	Iteration 6Q: 3 clusters Score -1193246 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1193311.250000 Penalty: 2723.531494
	Iteration 7Q: 3 clusters Score -1193311 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1193376.875000 Penalty: 2723.531494
	Iteration 8Q: 3 clusters Score -1193377 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1193434.875000 Penalty: 2723.531494
	Iteration 9Q: 3 clusters Score -1193435 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1193475.625000 Penalty: 2723.531494
	Iteration 10Q: 3 clusters Score -1193476 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1193525.875000 Penalty: 2723.531494
	Iteration 11Q: 3 clusters Score -1193526 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1193566.000000 Penalty: 2723.531494
	Iteration 12Q: 3 clusters Score -1193566 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1193603.000000 Penalty: 2723.531494
	Iteration 13Q: 3 clusters Score -1193603 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1193637.875000 Penalty: 2723.531494
	Iteration 14Q: 3 clusters Score -1193638 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1193674.250000 Penalty: 2723.531494
	Iteration 15Q: 3 clusters Score -1193674 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1193705.875000 Penalty: 2723.531494
	Iteration 16Q: 3 clusters Score -1193706 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1193747.500000 Penalty: 2723.531494
	Iteration 17Q: 3 clusters Score -1193748 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1193792.750000 Penalty: 2723.531494
	Iteration 18Q: 3 clusters Score -1193793 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1193850.875000 Penalty: 2723.531494
	Iteration 19Q: 3 clusters Score -1193851 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1193928.625000 Penalty: 2723.531494
	Iteration 20F: 3 clusters Score -1193929 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1194018.250000 Penalty: 2723.531494
	Iteration 21Q: 3 clusters Score -1194018 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1194115.375000 Penalty: 2723.531494
	Iteration 22Q: 3 clusters Score -1194115 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1194234.875000 Penalty: 2723.531494
	Iteration 23Q: 3 clusters Score -1194235 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1194358.250000 Penalty: 2723.531494
	Iteration 24Q: 3 clusters Score -1194358 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1194500.625000 Penalty: 2723.531494
	Iteration 25Q: 3 clusters Score -1194501 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1194631.750000 Penalty: 2723.531494
	Iteration 26Q: 3 clusters Score -1194632 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1194747.375000 Penalty: 2723.531494
	Iteration 27Q: 3 clusters Score -1194747 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1194846.000000 Penalty: 2723.531494
	Iteration 28Q: 3 clusters Score -1194846 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1194943.375000 Penalty: 2723.531494
	Iteration 29Q: 3 clusters Score -1194943 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1195024.250000 Penalty: 2723.531494
	Iteration 30Q: 3 clusters Score -1195024 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1195089.250000 Penalty: 2723.531494
	Iteration 31Q: 3 clusters Score -1195089 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1195142.625000 Penalty: 2723.531494
	Iteration 32Q: 3 clusters Score -1195143 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1195186.500000 Penalty: 2723.531494
	Iteration 33Q: 3 clusters Score -1195186 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1195236.125000 Penalty: 2723.531494
	Iteration 34Q: 3 clusters Score -1195236 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1195280.875000 Penalty: 2723.531494
	Iteration 35Q: 3 clusters Score -1195281 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1195318.500000 Penalty: 2723.531494
	Iteration 36Q: 3 clusters Score -1195318 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1195356.750000 Penalty: 2723.531494
	Iteration 37Q: 3 clusters Score -1195357 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1195386.750000 Penalty: 2723.531494
	Iteration 38Q: 3 clusters Score -1195387 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1195424.250000 Penalty: 2723.531494
	Iteration 39Q: 3 clusters Score -1195424 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1195466.000000 Penalty: 2723.531494
	Iteration 40F: 3 clusters Score -1195466 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1195509.875000 Penalty: 2723.531494
	Iteration 41Q: 3 clusters Score -1195510 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1195552.000000 Penalty: 2723.531494
	Iteration 42Q: 3 clusters Score -1195552 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1195571.625000 Penalty: 2723.531494
	Iteration 43Q: 3 clusters Score -1195572 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1195593.875000 Penalty: 2723.531494
	Iteration 44Q: 3 clusters Score -1195594 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1195613.500000 Penalty: 2723.531494
	Iteration 45Q: 3 clusters Score -1195614 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1195636.750000 Penalty: 2723.531494
	Iteration 46Q: 3 clusters Score -1195637 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1195648.625000 Penalty: 2723.531494
	Iteration 47Q: 3 clusters Score -1195649 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1195665.125000 Penalty: 2723.531494
	Iteration 48Q: 3 clusters Score -1195665 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1195689.625000 Penalty: 2723.531494
	Iteration 49Q: 3 clusters Score -1195690 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1195703.625000 Penalty: 2723.531494
	Iteration 50Q: 3 clusters Score -1195704 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1195720.250000 Penalty: 2723.531494
	Iteration 51Q: 3 clusters Score -1195720 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1195730.750000 Penalty: 2723.531494
	Iteration 52Q: 3 clusters Score -1195731 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1195741.125000 Penalty: 2723.531494
	Iteration 53Q: 3 clusters Score -1195741 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1195752.375000 Penalty: 2723.531494
	Iteration 54Q: 3 clusters Score -1195752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1195764.375000 Penalty: 2723.531494
	Iteration 55Q: 3 clusters Score -1195764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1195769.500000 Penalty: 2723.531494
	Iteration 56Q: 3 clusters Score -1195770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1195779.125000 Penalty: 2723.531494
	Iteration 57Q: 3 clusters Score -1195779 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1195784.750000 Penalty: 2723.531494
	Iteration 58Q: 3 clusters Score -1195785 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1195791.375000 Penalty: 2723.531494
	Iteration 59Q: 3 clusters Score -1195791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1195793.250000 Penalty: 2723.531494
	Iteration 60F: 3 clusters Score -1195793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1195796.250000 Penalty: 2723.531494
	Iteration 61Q: 3 clusters Score -1195796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1195799.125000 Penalty: 2723.531494
	Iteration 62Q: 3 clusters Score -1195799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1195800.500000 Penalty: 2723.531494
	Iteration 63Q: 3 clusters Score -1195800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1195802.375000 Penalty: 2723.531494
	Iteration 64Q: 3 clusters Score -1195802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1195808.125000 Penalty: 2723.531494
	Iteration 65Q: 3 clusters Score -1195808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1195810.125000 Penalty: 2723.531494
	Iteration 66Q: 3 clusters Score -1195810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1195814.250000 Penalty: 2723.531494
	Iteration 67Q: 3 clusters Score -1195814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1195814.125000 Penalty: 2723.531494
	Iteration 68Q: 3 clusters Score -1195814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1195817.750000 Penalty: 2723.531494
	Iteration 69Q: 3 clusters Score -1195818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1195821.125000 Penalty: 2723.531494
	Iteration 70Q: 3 clusters Score -1195821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1195823.000000 Penalty: 2723.531494
	Iteration 71Q: 3 clusters Score -1195823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1195824.125000 Penalty: 2723.531494
	Iteration 72Q: 3 clusters Score -1195824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1195824.125000 Penalty: 2723.531494
	Iteration 73F: 3 clusters Score -1195824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (39996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39996 members 
Entering Unmasked Estep 
Score: -5116808.000000 Penalty: 1576.764404
	Iteration 0F: 2 clusters Score -5116808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -5090826.500000 Penalty: 3153.528809
	Iteration 0F: 3 clusters Score -5090826 nChanged 18417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 20159 members 
Entering Unmasked Estep 
Score: -5101022.000000 Penalty: 3153.528809
	Iteration 1F: 3 clusters Score -5101022 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 20383 members 
Entering Unmasked Estep 
Score: -5101482.500000 Penalty: 3153.528809
	Iteration 2Q: 3 clusters Score -5101482 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -5101838.000000 Penalty: 3153.528809
	Iteration 3Q: 3 clusters Score -5101838 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 21178 members 
Entering Unmasked Estep 
Score: -5102164.500000 Penalty: 3153.528809
	Iteration 4Q: 3 clusters Score -5102164 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -5102460.500000 Penalty: 3153.528809
	Iteration 5Q: 3 clusters Score -5102460 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -5102855.000000 Penalty: 3153.528809
	Iteration 6Q: 3 clusters Score -5102855 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 23740 members 
Entering Unmasked Estep 
Score: -5103326.500000 Penalty: 3153.528809
	Iteration 7Q: 3 clusters Score -5103326 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 25264 members 
Entering Unmasked Estep 
Score: -5104060.500000 Penalty: 3153.528809
	Iteration 8Q: 3 clusters Score -5104060 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 27304 members 
Entering Unmasked Estep 
Score: -5105204.000000 Penalty: 3153.528809
	Iteration 9F: 3 clusters Score -5105204 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 29887 members 
Entering Unmasked Estep 
Score: -5106977.500000 Penalty: 3153.528809
	Iteration 10F: 3 clusters Score -5106978 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 32755 members 
Entering Unmasked Estep 
Score: -5109248.000000 Penalty: 3153.528809
	Iteration 11F: 3 clusters Score -5109248 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 35484 members 
Entering Unmasked Estep 
Score: -5111576.000000 Penalty: 3153.528809
	Iteration 12F: 3 clusters Score -5111576 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 37564 members 
Entering Unmasked Estep 
Score: -5113432.500000 Penalty: 3153.528809
	Iteration 13F: 3 clusters Score -5113432 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 38759 members 
Entering Unmasked Estep 
Score: -5114479.500000 Penalty: 3153.528809
	Iteration 14Q: 3 clusters Score -5114480 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 39326 members 
Entering Unmasked Estep 
Score: -5114997.500000 Penalty: 3153.528809
	Iteration 15Q: 3 clusters Score -5114998 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 39543 members 
Entering Unmasked Estep 
Score: -5115199.500000 Penalty: 3153.528809
	Iteration 16Q: 3 clusters Score -5115200 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 39633 members 
Entering Unmasked Estep 
Score: -5115321.000000 Penalty: 3153.528809
	Iteration 17Q: 3 clusters Score -5115321 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 39679 members 
Entering Unmasked Estep 
Score: -5115380.000000 Penalty: 3153.528809
	Iteration 18Q: 3 clusters Score -5115380 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 39697 members 
Entering Unmasked Estep 
Score: -5115415.000000 Penalty: 3153.528809
	Iteration 19Q: 3 clusters Score -5115415 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 39717 members 
Entering Unmasked Estep 
Score: -5115448.500000 Penalty: 3153.528809
	Iteration 20F: 3 clusters Score -5115448 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 39728 members 
Entering Unmasked Estep 
Score: -5115476.500000 Penalty: 3153.528809
	Iteration 21Q: 3 clusters Score -5115476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 39733 members 
Entering Unmasked Estep 
Score: -5115499.000000 Penalty: 3153.528809
	Iteration 22Q: 3 clusters Score -5115499 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 39739 members 
Entering Unmasked Estep 
Score: -5115504.500000 Penalty: 3153.528809
	Iteration 23Q: 3 clusters Score -5115504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 39744 members 
Entering Unmasked Estep 
Score: -5115517.000000 Penalty: 3153.528809
	Iteration 24Q: 3 clusters Score -5115517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 39746 members 
Entering Unmasked Estep 
Score: -5115518.500000 Penalty: 3153.528809
	Iteration 25Q: 3 clusters Score -5115518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 39748 members 
Entering Unmasked Estep 
Score: -5115523.000000 Penalty: 3153.528809
	Iteration 26Q: 3 clusters Score -5115523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 39752 members 
Entering Unmasked Estep 
Score: -5115535.500000 Penalty: 3153.528809
	Iteration 27Q: 3 clusters Score -5115536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 39753 members 
Entering Unmasked Estep 
Score: -5115534.000000 Penalty: 3153.528809
	Iteration 28Q: 3 clusters Score -5115534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 39755 members 
Entering Unmasked Estep 
Score: -5115533.500000 Penalty: 3153.528809
	Iteration 29Q: 3 clusters Score -5115534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 39755 members 
Entering Unmasked Estep 
Score: -5115533.500000 Penalty: 3153.528809
	Iteration 30F: 3 clusters Score -5115534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Entering Unmasked Estep 
Score: -13956.135742 Penalty: 753.314148
	Iteration 0F: 2 clusters Score -13956.14 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 75 members 
Entering Unmasked Estep 
Score: -13526.114258 Penalty: 1506.628296
	Iteration 0F: 3 clusters Score -13526.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -13581.762695 Penalty: 1506.628296
	Iteration 1F: 3 clusters Score -13581.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Entering Unmasked Estep 
Score: -37846.433594 Penalty: 894.111450
	Iteration 0F: 2 clusters Score -37846.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -37016.074219 Penalty: 1788.222900
	Iteration 0F: 3 clusters Score -37016.07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -37202.085938 Penalty: 1788.222900
	Iteration 1F: 3 clusters Score -37202.09 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -37259.894531 Penalty: 1788.222900
	Iteration 2Q: 3 clusters Score -37259.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -37301.968750 Penalty: 1788.222900
	Iteration 3Q: 3 clusters Score -37301.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -37313.769531 Penalty: 1788.222900
	Iteration 4Q: 3 clusters Score -37313.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -37313.769531 Penalty: 1788.222900
	Iteration 5F: 3 clusters Score -37313.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Entering Unmasked Estep 
Score: -11681.163086 Penalty: 771.882996
	Iteration 0F: 2 clusters Score -11681.16 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 92 members 
Entering Unmasked Estep 
Score: -11208.164062 Penalty: 1543.765991
	Iteration 0F: 3 clusters Score -11208.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -11266.098633 Penalty: 1543.765991
	Iteration 1F: 3 clusters Score -11266.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -11302.055664 Penalty: 1543.765991
	Iteration 2Q: 3 clusters Score -11302.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -11310.484375 Penalty: 1543.765991
	Iteration 3Q: 3 clusters Score -11310.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -11315.274414 Penalty: 1543.765991
	Iteration 4Q: 3 clusters Score -11315.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -11330.725586 Penalty: 1543.765991
	Iteration 5Q: 3 clusters Score -11330.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -11339.225586 Penalty: 1543.765991
	Iteration 6Q: 3 clusters Score -11339.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -11342.080078 Penalty: 1543.765991
	Iteration 7Q: 3 clusters Score -11342.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -11344.052734 Penalty: 1543.765991
	Iteration 8Q: 3 clusters Score -11344.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -11344.052734 Penalty: 1543.765991
	Iteration 9F: 3 clusters Score -11344.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Entering Unmasked Estep 
Score: -14723.255859 Penalty: 756.112976
	Iteration 0F: 2 clusters Score -14723.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -14213.740234 Penalty: 1512.225952
	Iteration 0F: 3 clusters Score -14213.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -14242.832031 Penalty: 1512.225952
	Iteration 1Q: 3 clusters Score -14242.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -14242.832031 Penalty: 1512.225952
	Iteration 2F: 3 clusters Score -14242.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (22310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Entering Unmasked Estep 
Score: -2821471.250000 Penalty: 1489.903320
	Iteration 0F: 2 clusters Score -2821471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -2806843.750000 Penalty: 2979.806641
	Iteration 0F: 3 clusters Score -2806844 nChanged 9909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -2812297.000000 Penalty: 2979.806641
	Iteration 1F: 3 clusters Score -2812297 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -2812760.500000 Penalty: 2979.806641
	Iteration 2F: 3 clusters Score -2812760 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -2813216.000000 Penalty: 2979.806641
	Iteration 3Q: 3 clusters Score -2813216 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -2813766.000000 Penalty: 2979.806641
	Iteration 4Q: 3 clusters Score -2813766 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -2814557.500000 Penalty: 2979.806641
	Iteration 5F: 3 clusters Score -2814558 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -2815516.000000 Penalty: 2979.806641
	Iteration 6F: 3 clusters Score -2815516 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -2816451.750000 Penalty: 2979.806641
	Iteration 7F: 3 clusters Score -2816452 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -2817297.000000 Penalty: 2979.806641
	Iteration 8F: 3 clusters Score -2817297 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -2817956.250000 Penalty: 2979.806641
	Iteration 9Q: 3 clusters Score -2817956 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -2818523.250000 Penalty: 2979.806641
	Iteration 10Q: 3 clusters Score -2818523 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -2818995.750000 Penalty: 2979.806641
	Iteration 11Q: 3 clusters Score -2818996 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -2819464.500000 Penalty: 2979.806641
	Iteration 12Q: 3 clusters Score -2819464 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -2819838.000000 Penalty: 2979.806641
	Iteration 13Q: 3 clusters Score -2819838 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -2820078.000000 Penalty: 2979.806641
	Iteration 14Q: 3 clusters Score -2820078 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -2820218.500000 Penalty: 2979.806641
	Iteration 15Q: 3 clusters Score -2820218 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 19305 members 
Entering Unmasked Estep 
Score: -2820326.000000 Penalty: 2979.806641
	Iteration 16Q: 3 clusters Score -2820326 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -2820407.750000 Penalty: 2979.806641
	Iteration 17Q: 3 clusters Score -2820408 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -2820471.750000 Penalty: 2979.806641
	Iteration 18Q: 3 clusters Score -2820472 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -2820526.750000 Penalty: 2979.806641
	Iteration 19Q: 3 clusters Score -2820527 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -2820570.500000 Penalty: 2979.806641
	Iteration 20F: 3 clusters Score -2820570 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -2820601.750000 Penalty: 2979.806641
	Iteration 21Q: 3 clusters Score -2820602 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -2820621.000000 Penalty: 2979.806641
	Iteration 22Q: 3 clusters Score -2820621 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -2820643.500000 Penalty: 2979.806641
	Iteration 23Q: 3 clusters Score -2820644 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -2820665.250000 Penalty: 2979.806641
	Iteration 24Q: 3 clusters Score -2820665 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
Score: -2820681.250000 Penalty: 2979.806641
	Iteration 25Q: 3 clusters Score -2820681 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -2820691.250000 Penalty: 2979.806641
	Iteration 26Q: 3 clusters Score -2820691 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
Score: -2820703.500000 Penalty: 2979.806641
	Iteration 27Q: 3 clusters Score -2820704 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -2820701.250000 Penalty: 2979.806641
	Iteration 28Q: 3 clusters Score -2820701 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -2820713.250000 Penalty: 2979.806641
	Iteration 29Q: 3 clusters Score -2820713 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -2820716.500000 Penalty: 2979.806641
	Iteration 30Q: 3 clusters Score -2820716 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 20418 members 
Entering Unmasked Estep 
Score: -2820727.750000 Penalty: 2979.806641
	Iteration 31Q: 3 clusters Score -2820728 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
Score: -2820740.250000 Penalty: 2979.806641
	Iteration 32Q: 3 clusters Score -2820740 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -2820739.000000 Penalty: 2979.806641
	Iteration 33Q: 3 clusters Score -2820739 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -2820741.250000 Penalty: 2979.806641
	Iteration 34Q: 3 clusters Score -2820741 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 20480 members 
Entering Unmasked Estep 
Score: -2820744.250000 Penalty: 2979.806641
	Iteration 35Q: 3 clusters Score -2820744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -2820748.750000 Penalty: 2979.806641
	Iteration 36Q: 3 clusters Score -2820749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -2820750.750000 Penalty: 2979.806641
	Iteration 37Q: 3 clusters Score -2820751 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -2820754.500000 Penalty: 2979.806641
	Iteration 38Q: 3 clusters Score -2820754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -2820754.000000 Penalty: 2979.806641
	Iteration 39Q: 3 clusters Score -2820754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -2820756.750000 Penalty: 2979.806641
	Iteration 40F: 3 clusters Score -2820757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -2820760.000000 Penalty: 2979.806641
	Iteration 41Q: 3 clusters Score -2820760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 20530 members 
Entering Unmasked Estep 
Score: -2820762.000000 Penalty: 2979.806641
	Iteration 42Q: 3 clusters Score -2820762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -2820759.000000 Penalty: 2979.806641
	Iteration 43Q: 3 clusters Score -2820759 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -2820763.750000 Penalty: 2979.806641
	Iteration 44Q: 3 clusters Score -2820764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -2820765.250000 Penalty: 2979.806641
	Iteration 45Q: 3 clusters Score -2820765 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -2820771.750000 Penalty: 2979.806641
	Iteration 46Q: 3 clusters Score -2820772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -2820768.000000 Penalty: 2979.806641
	Iteration 47Q: 3 clusters Score -2820768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
Score: -2820769.000000 Penalty: 2979.806641
	Iteration 48Q: 3 clusters Score -2820769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -2820772.500000 Penalty: 2979.806641
	Iteration 49Q: 3 clusters Score -2820772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -2820770.250000 Penalty: 2979.806641
	Iteration 50Q: 3 clusters Score -2820770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -2820773.250000 Penalty: 2979.806641
	Iteration 51Q: 3 clusters Score -2820773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -2820773.250000 Penalty: 2979.806641
	Iteration 52F: 3 clusters Score -2820773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 66765 members 
Mstep: Class 2 contains 11780 members 
Mstep: Class 3 contains 67022 members 
Mstep: Class 4 contains 29027 members 
Mstep: Class 5 contains 30936 members 
Mstep: Class 6 contains 5619 members 
Mstep: Class 7 contains 52662 members 
Mstep: Class 8 contains 21715 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6314 members 
Mstep: Class 11 contains 36519 members 
Mstep: Class 12 contains 2182 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67503 members 
Mstep: Class 15 contains 10392 members 
Mstep: Class 16 contains 11879 members 
Mstep: Class 17 contains 3901 members 
Mstep: Class 18 contains 25581 members 
Mstep: Class 19 contains 10143 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5617 members 
Mstep: Class 22 contains 15495 members 
Mstep: Class 23 contains 19412 members 
Mstep: Class 24 contains 3691 members 
Mstep: Class 25 contains 14773 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 15666 members 
Mstep: Class 28 contains 11957 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16087 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1626 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6902 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 9652 members 
Mstep: Class 38 contains 9430 members 
Mstep: Class 39 contains 39996 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027680.000000 Penalty: 87800.648438
Iteration 239Q: 45 clusters Score -8.102768e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 66948 members 
Mstep: Class 2 contains 11781 members 
Mstep: Class 3 contains 66769 members 
Mstep: Class 4 contains 29036 members 
Mstep: Class 5 contains 30940 members 
Mstep: Class 6 contains 5617 members 
Mstep: Class 7 contains 52469 members 
Mstep: Class 8 contains 21715 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6316 members 
Mstep: Class 11 contains 36504 members 
Mstep: Class 12 contains 2181 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67505 members 
Mstep: Class 15 contains 10392 members 
Mstep: Class 16 contains 11879 members 
Mstep: Class 17 contains 3901 members 
Mstep: Class 18 contains 25583 members 
Mstep: Class 19 contains 10146 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5620 members 
Mstep: Class 22 contains 15495 members 
Mstep: Class 23 contains 19413 members 
Mstep: Class 24 contains 3691 members 
Mstep: Class 25 contains 14773 members 
Mstep: Class 26 contains 5527 members 
Mstep: Class 27 contains 15634 members 
Mstep: Class 28 contains 11958 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16088 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1626 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6902 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 9668 members 
Mstep: Class 38 contains 9430 members 
Mstep: Class 39 contains 40268 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027888.000000 Penalty: 87800.648438
Iteration 240F: 45 clusters Score -8.102789e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 67128 members 
Mstep: Class 2 contains 11780 members 
Mstep: Class 3 contains 66496 members 
Mstep: Class 4 contains 29049 members 
Mstep: Class 5 contains 30945 members 
Mstep: Class 6 contains 5616 members 
Mstep: Class 7 contains 52272 members 
Mstep: Class 8 contains 21715 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6316 members 
Mstep: Class 11 contains 36498 members 
Mstep: Class 12 contains 2179 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67507 members 
Mstep: Class 15 contains 10394 members 
Mstep: Class 16 contains 11879 members 
Mstep: Class 17 contains 3901 members 
Mstep: Class 18 contains 25584 members 
Mstep: Class 19 contains 10148 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5621 members 
Mstep: Class 22 contains 15490 members 
Mstep: Class 23 contains 19414 members 
Mstep: Class 24 contains 3691 members 
Mstep: Class 25 contains 14773 members 
Mstep: Class 26 contains 5525 members 
Mstep: Class 27 contains 15607 members 
Mstep: Class 28 contains 11959 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16088 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1626 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6902 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 9683 members 
Mstep: Class 38 contains 9430 members 
Mstep: Class 39 contains 40559 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027888.000000 Penalty: 87800.648438
Iteration 241Q: 45 clusters Score -8.102789e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 67300 members 
Mstep: Class 2 contains 11778 members 
Mstep: Class 3 contains 66227 members 
Mstep: Class 4 contains 29055 members 
Mstep: Class 5 contains 30946 members 
Mstep: Class 6 contains 5616 members 
Mstep: Class 7 contains 52079 members 
Mstep: Class 8 contains 21715 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6317 members 
Mstep: Class 11 contains 36488 members 
Mstep: Class 12 contains 2177 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67506 members 
Mstep: Class 15 contains 10396 members 
Mstep: Class 16 contains 11879 members 
Mstep: Class 17 contains 3901 members 
Mstep: Class 18 contains 25585 members 
Mstep: Class 19 contains 10153 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5622 members 
Mstep: Class 22 contains 15487 members 
Mstep: Class 23 contains 19414 members 
Mstep: Class 24 contains 3691 members 
Mstep: Class 25 contains 14773 members 
Mstep: Class 26 contains 5523 members 
Mstep: Class 27 contains 15576 members 
Mstep: Class 28 contains 11962 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16088 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1626 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6902 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 9699 members 
Mstep: Class 38 contains 9430 members 
Mstep: Class 39 contains 40864 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027976.000000 Penalty: 87800.648438
Iteration 242Q: 45 clusters Score -8.102798e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 67485 members 
Mstep: Class 2 contains 11774 members 
Mstep: Class 3 contains 65985 members 
Mstep: Class 4 contains 29074 members 
Mstep: Class 5 contains 30947 members 
Mstep: Class 6 contains 5616 members 
Mstep: Class 7 contains 51861 members 
Mstep: Class 8 contains 21715 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6318 members 
Mstep: Class 11 contains 36463 members 
Mstep: Class 12 contains 2177 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67501 members 
Mstep: Class 15 contains 10395 members 
Mstep: Class 16 contains 11878 members 
Mstep: Class 17 contains 3901 members 
Mstep: Class 18 contains 25586 members 
Mstep: Class 19 contains 10160 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5624 members 
Mstep: Class 22 contains 15487 members 
Mstep: Class 23 contains 19414 members 
Mstep: Class 24 contains 3692 members 
Mstep: Class 25 contains 14774 members 
Mstep: Class 26 contains 5520 members 
Mstep: Class 27 contains 15548 members 
Mstep: Class 28 contains 11962 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16088 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1626 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6902 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 9725 members 
Mstep: Class 38 contains 9430 members 
Mstep: Class 39 contains 41147 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028136.000000 Penalty: 87800.648438
Iteration 243Q: 45 clusters Score -8.102814e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 67661 members 
Mstep: Class 2 contains 11775 members 
Mstep: Class 3 contains 65739 members 
Mstep: Class 4 contains 29081 members 
Mstep: Class 5 contains 30944 members 
Mstep: Class 6 contains 5617 members 
Mstep: Class 7 contains 51671 members 
Mstep: Class 8 contains 21715 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6319 members 
Mstep: Class 11 contains 36449 members 
Mstep: Class 12 contains 2177 members 
Mstep: Class 13 contains 5671 members 
Mstep: Class 14 contains 67497 members 
Mstep: Class 15 contains 10396 members 
Mstep: Class 16 contains 11878 members 
Mstep: Class 17 contains 3901 members 
Mstep: Class 18 contains 25585 members 
Mstep: Class 19 contains 10162 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5627 members 
Mstep: Class 22 contains 15485 members 
Mstep: Class 23 contains 19415 members 
Mstep: Class 24 contains 3694 members 
Mstep: Class 25 contains 14775 members 
Mstep: Class 26 contains 5518 members 
Mstep: Class 27 contains 15528 members 
Mstep: Class 28 contains 11961 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16088 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1626 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6901 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 9756 members 
Mstep: Class 38 contains 9430 members 
Mstep: Class 39 contains 41405 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028176.000000 Penalty: 87800.648438
Iteration 244Q: 45 clusters Score -8.102818e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 67809 members 
Mstep: Class 2 contains 11777 members 
Mstep: Class 3 contains 65505 members 
Mstep: Class 4 contains 29098 members 
Mstep: Class 5 contains 30944 members 
Mstep: Class 6 contains 5617 members 
Mstep: Class 7 contains 51523 members 
Mstep: Class 8 contains 21715 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6322 members 
Mstep: Class 11 contains 36422 members 
Mstep: Class 12 contains 2174 members 
Mstep: Class 13 contains 5671 members 
Mstep: Class 14 contains 67499 members 
Mstep: Class 15 contains 10397 members 
Mstep: Class 16 contains 11878 members 
Mstep: Class 17 contains 3901 members 
Mstep: Class 18 contains 25587 members 
Mstep: Class 19 contains 10165 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5627 members 
Mstep: Class 22 contains 15486 members 
Mstep: Class 23 contains 19415 members 
Mstep: Class 24 contains 3694 members 
Mstep: Class 25 contains 14775 members 
Mstep: Class 26 contains 5516 members 
Mstep: Class 27 contains 15509 members 
Mstep: Class 28 contains 11963 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16088 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1626 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6900 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 9785 members 
Mstep: Class 38 contains 9430 members 
Mstep: Class 39 contains 41629 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028104.000000 Penalty: 87800.648438
Iteration 245Q: 45 clusters Score -8.10281e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 67987 members 
Mstep: Class 2 contains 11778 members 
Mstep: Class 3 contains 65272 members 
Mstep: Class 4 contains 29103 members 
Mstep: Class 5 contains 30946 members 
Mstep: Class 6 contains 5617 members 
Mstep: Class 7 contains 51362 members 
Mstep: Class 8 contains 21715 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6322 members 
Mstep: Class 11 contains 36404 members 
Mstep: Class 12 contains 2173 members 
Mstep: Class 13 contains 5671 members 
Mstep: Class 14 contains 67500 members 
Mstep: Class 15 contains 10398 members 
Mstep: Class 16 contains 11879 members 
Mstep: Class 17 contains 3901 members 
Mstep: Class 18 contains 25589 members 
Mstep: Class 19 contains 10171 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5629 members 
Mstep: Class 22 contains 15481 members 
Mstep: Class 23 contains 19414 members 
Mstep: Class 24 contains 3694 members 
Mstep: Class 25 contains 14775 members 
Mstep: Class 26 contains 5516 members 
Mstep: Class 27 contains 15491 members 
Mstep: Class 28 contains 11963 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16088 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1626 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6900 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 9807 members 
Mstep: Class 38 contains 9430 members 
Mstep: Class 39 contains 41845 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028168.000000 Penalty: 87800.648438
Iteration 246Q: 45 clusters Score -8.102817e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 68161 members 
Mstep: Class 2 contains 11780 members 
Mstep: Class 3 contains 65053 members 
Mstep: Class 4 contains 29093 members 
Mstep: Class 5 contains 30950 members 
Mstep: Class 6 contains 5616 members 
Mstep: Class 7 contains 51201 members 
Mstep: Class 8 contains 21715 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6322 members 
Mstep: Class 11 contains 36397 members 
Mstep: Class 12 contains 2173 members 
Mstep: Class 13 contains 5670 members 
Mstep: Class 14 contains 67498 members 
Mstep: Class 15 contains 10398 members 
Mstep: Class 16 contains 11879 members 
Mstep: Class 17 contains 3901 members 
Mstep: Class 18 contains 25587 members 
Mstep: Class 19 contains 10179 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5629 members 
Mstep: Class 22 contains 15478 members 
Mstep: Class 23 contains 19414 members 
Mstep: Class 24 contains 3694 members 
Mstep: Class 25 contains 14775 members 
Mstep: Class 26 contains 5517 members 
Mstep: Class 27 contains 15461 members 
Mstep: Class 28 contains 11963 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16088 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1626 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6900 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 9838 members 
Mstep: Class 38 contains 9430 members 
Mstep: Class 39 contains 42061 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028216.000000 Penalty: 87800.648438
Iteration 247Q: 45 clusters Score -8.102822e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 68334 members 
Mstep: Class 2 contains 11777 members 
Mstep: Class 3 contains 64805 members 
Mstep: Class 4 contains 29096 members 
Mstep: Class 5 contains 30950 members 
Mstep: Class 6 contains 5616 members 
Mstep: Class 7 contains 51048 members 
Mstep: Class 8 contains 21715 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6321 members 
Mstep: Class 11 contains 36390 members 
Mstep: Class 12 contains 2173 members 
Mstep: Class 13 contains 5670 members 
Mstep: Class 14 contains 67500 members 
Mstep: Class 15 contains 10398 members 
Mstep: Class 16 contains 11879 members 
Mstep: Class 17 contains 3899 members 
Mstep: Class 18 contains 25591 members 
Mstep: Class 19 contains 10182 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5631 members 
Mstep: Class 22 contains 15474 members 
Mstep: Class 23 contains 19415 members 
Mstep: Class 24 contains 3694 members 
Mstep: Class 25 contains 14775 members 
Mstep: Class 26 contains 5517 members 
Mstep: Class 27 contains 15421 members 
Mstep: Class 28 contains 11963 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16088 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1626 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6900 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 9868 members 
Mstep: Class 38 contains 9430 members 
Mstep: Class 39 contains 42301 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028312.000000 Penalty: 87800.648438
Iteration 248Q: 45 clusters Score -8.102831e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 68520 members 
Mstep: Class 2 contains 11777 members 
Mstep: Class 3 contains 64563 members 
Mstep: Class 4 contains 29101 members 
Mstep: Class 5 contains 30948 members 
Mstep: Class 6 contains 5616 members 
Mstep: Class 7 contains 50904 members 
Mstep: Class 8 contains 21715 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6321 members 
Mstep: Class 11 contains 36394 members 
Mstep: Class 12 contains 2172 members 
Mstep: Class 13 contains 5670 members 
Mstep: Class 14 contains 67504 members 
Mstep: Class 15 contains 10397 members 
Mstep: Class 16 contains 11880 members 
Mstep: Class 17 contains 3899 members 
Mstep: Class 18 contains 25593 members 
Mstep: Class 19 contains 10183 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5632 members 
Mstep: Class 22 contains 15471 members 
Mstep: Class 23 contains 19416 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 14775 members 
Mstep: Class 26 contains 5516 members 
Mstep: Class 27 contains 15370 members 
Mstep: Class 28 contains 11963 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16089 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1626 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6900 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 9882 members 
Mstep: Class 38 contains 9430 members 
Mstep: Class 39 contains 42527 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028392.000000 Penalty: 87800.648438
Iteration 249Q: 45 clusters Score -8.102839e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 68707 members 
Mstep: Class 2 contains 11778 members 
Mstep: Class 3 contains 64292 members 
Mstep: Class 4 contains 29102 members 
Mstep: Class 5 contains 30953 members 
Mstep: Class 6 contains 5614 members 
Mstep: Class 7 contains 50744 members 
Mstep: Class 8 contains 21715 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6321 members 
Mstep: Class 11 contains 36384 members 
Mstep: Class 12 contains 2172 members 
Mstep: Class 13 contains 5670 members 
Mstep: Class 14 contains 67506 members 
Mstep: Class 15 contains 10397 members 
Mstep: Class 16 contains 11881 members 
Mstep: Class 17 contains 3898 members 
Mstep: Class 18 contains 25597 members 
Mstep: Class 19 contains 10186 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5632 members 
Mstep: Class 22 contains 15467 members 
Mstep: Class 23 contains 19416 members 
Mstep: Class 24 contains 3692 members 
Mstep: Class 25 contains 14775 members 
Mstep: Class 26 contains 5516 members 
Mstep: Class 27 contains 15337 members 
Mstep: Class 28 contains 11964 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16089 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1626 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6900 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 9897 members 
Mstep: Class 38 contains 9429 members 
Mstep: Class 39 contains 42790 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028424.000000 Penalty: 87800.648438
Iteration 250Q: 45 clusters Score -8.102842e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 68850 members 
Mstep: Class 2 contains 11775 members 
Mstep: Class 3 contains 64014 members 
Mstep: Class 4 contains 29112 members 
Mstep: Class 5 contains 30957 members 
Mstep: Class 6 contains 5613 members 
Mstep: Class 7 contains 50622 members 
Mstep: Class 8 contains 21716 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6323 members 
Mstep: Class 11 contains 36374 members 
Mstep: Class 12 contains 2173 members 
Mstep: Class 13 contains 5669 members 
Mstep: Class 14 contains 67509 members 
Mstep: Class 15 contains 10398 members 
Mstep: Class 16 contains 11878 members 
Mstep: Class 17 contains 3897 members 
Mstep: Class 18 contains 25594 members 
Mstep: Class 19 contains 10187 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5633 members 
Mstep: Class 22 contains 15467 members 
Mstep: Class 23 contains 19417 members 
Mstep: Class 24 contains 3691 members 
Mstep: Class 25 contains 14777 members 
Mstep: Class 26 contains 5515 members 
Mstep: Class 27 contains 15295 members 
Mstep: Class 28 contains 11965 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16089 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1626 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6900 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 9909 members 
Mstep: Class 38 contains 9429 members 
Mstep: Class 39 contains 43073 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028432.000000 Penalty: 87800.648438
Iteration 251Q: 45 clusters Score -8.102843e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 68991 members 
Mstep: Class 2 contains 11775 members 
Mstep: Class 3 contains 63748 members 
Mstep: Class 4 contains 29116 members 
Mstep: Class 5 contains 30964 members 
Mstep: Class 6 contains 5612 members 
Mstep: Class 7 contains 50515 members 
Mstep: Class 8 contains 21716 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6324 members 
Mstep: Class 11 contains 36360 members 
Mstep: Class 12 contains 2173 members 
Mstep: Class 13 contains 5669 members 
Mstep: Class 14 contains 67508 members 
Mstep: Class 15 contains 10399 members 
Mstep: Class 16 contains 11878 members 
Mstep: Class 17 contains 3898 members 
Mstep: Class 18 contains 25596 members 
Mstep: Class 19 contains 10190 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5635 members 
Mstep: Class 22 contains 15467 members 
Mstep: Class 23 contains 19416 members 
Mstep: Class 24 contains 3690 members 
Mstep: Class 25 contains 14776 members 
Mstep: Class 26 contains 5514 members 
Mstep: Class 27 contains 15261 members 
Mstep: Class 28 contains 11963 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16089 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1626 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6900 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 9923 members 
Mstep: Class 38 contains 9430 members 
Mstep: Class 39 contains 43325 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028584.000000 Penalty: 87800.648438
Iteration 252Q: 45 clusters Score -8.102858e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 69118 members 
Mstep: Class 2 contains 11775 members 
Mstep: Class 3 contains 63482 members 
Mstep: Class 4 contains 29127 members 
Mstep: Class 5 contains 30967 members 
Mstep: Class 6 contains 5612 members 
Mstep: Class 7 contains 50425 members 
Mstep: Class 8 contains 21716 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6326 members 
Mstep: Class 11 contains 36352 members 
Mstep: Class 12 contains 2173 members 
Mstep: Class 13 contains 5669 members 
Mstep: Class 14 contains 67508 members 
Mstep: Class 15 contains 10400 members 
Mstep: Class 16 contains 11877 members 
Mstep: Class 17 contains 3898 members 
Mstep: Class 18 contains 25597 members 
Mstep: Class 19 contains 10196 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5637 members 
Mstep: Class 22 contains 15463 members 
Mstep: Class 23 contains 19416 members 
Mstep: Class 24 contains 3688 members 
Mstep: Class 25 contains 14776 members 
Mstep: Class 26 contains 5515 members 
Mstep: Class 27 contains 15220 members 
Mstep: Class 28 contains 11960 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16088 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1626 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6901 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 9941 members 
Mstep: Class 38 contains 9430 members 
Mstep: Class 39 contains 43568 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028496.000000 Penalty: 87800.648438
Iteration 253Q: 45 clusters Score -8.10285e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 69233 members 
Mstep: Class 2 contains 11776 members 
Mstep: Class 3 contains 63225 members 
Mstep: Class 4 contains 29137 members 
Mstep: Class 5 contains 30970 members 
Mstep: Class 6 contains 5614 members 
Mstep: Class 7 contains 50359 members 
Mstep: Class 8 contains 21716 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6327 members 
Mstep: Class 11 contains 36339 members 
Mstep: Class 12 contains 2173 members 
Mstep: Class 13 contains 5668 members 
Mstep: Class 14 contains 67510 members 
Mstep: Class 15 contains 10400 members 
Mstep: Class 16 contains 11877 members 
Mstep: Class 17 contains 3898 members 
Mstep: Class 18 contains 25600 members 
Mstep: Class 19 contains 10205 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5638 members 
Mstep: Class 22 contains 15462 members 
Mstep: Class 23 contains 19415 members 
Mstep: Class 24 contains 3686 members 
Mstep: Class 25 contains 14777 members 
Mstep: Class 26 contains 5516 members 
Mstep: Class 27 contains 15180 members 
Mstep: Class 28 contains 11955 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16088 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1626 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6900 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 9952 members 
Mstep: Class 38 contains 9430 members 
Mstep: Class 39 contains 43795 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028424.000000 Penalty: 87800.648438
Iteration 254Q: 45 clusters Score -8.102842e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 69346 members 
Mstep: Class 2 contains 11776 members 
Mstep: Class 3 contains 63006 members 
Mstep: Class 4 contains 29153 members 
Mstep: Class 5 contains 30971 members 
Mstep: Class 6 contains 5611 members 
Mstep: Class 7 contains 50290 members 
Mstep: Class 8 contains 21716 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6326 members 
Mstep: Class 11 contains 36325 members 
Mstep: Class 12 contains 2174 members 
Mstep: Class 13 contains 5669 members 
Mstep: Class 14 contains 67512 members 
Mstep: Class 15 contains 10400 members 
Mstep: Class 16 contains 11875 members 
Mstep: Class 17 contains 3898 members 
Mstep: Class 18 contains 25606 members 
Mstep: Class 19 contains 10208 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5636 members 
Mstep: Class 22 contains 15460 members 
Mstep: Class 23 contains 19415 members 
Mstep: Class 24 contains 3686 members 
Mstep: Class 25 contains 14778 members 
Mstep: Class 26 contains 5515 members 
Mstep: Class 27 contains 15157 members 
Mstep: Class 28 contains 11954 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16088 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1626 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6901 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 9962 members 
Mstep: Class 38 contains 9430 members 
Mstep: Class 39 contains 43977 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028472.000000 Penalty: 87800.648438
Iteration 255Q: 45 clusters Score -8.102847e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 69472 members 
Mstep: Class 2 contains 11778 members 
Mstep: Class 3 contains 62819 members 
Mstep: Class 4 contains 29176 members 
Mstep: Class 5 contains 30974 members 
Mstep: Class 6 contains 5611 members 
Mstep: Class 7 contains 50210 members 
Mstep: Class 8 contains 21716 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6326 members 
Mstep: Class 11 contains 36313 members 
Mstep: Class 12 contains 2174 members 
Mstep: Class 13 contains 5669 members 
Mstep: Class 14 contains 67515 members 
Mstep: Class 15 contains 10399 members 
Mstep: Class 16 contains 11875 members 
Mstep: Class 17 contains 3898 members 
Mstep: Class 18 contains 25606 members 
Mstep: Class 19 contains 10207 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5637 members 
Mstep: Class 22 contains 15459 members 
Mstep: Class 23 contains 19414 members 
Mstep: Class 24 contains 3686 members 
Mstep: Class 25 contains 14779 members 
Mstep: Class 26 contains 5514 members 
Mstep: Class 27 contains 15125 members 
Mstep: Class 28 contains 11952 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16088 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1626 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6901 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 9968 members 
Mstep: Class 38 contains 9430 members 
Mstep: Class 39 contains 44130 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028416.000000 Penalty: 87800.648438
Iteration 256Q: 45 clusters Score -8.102842e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 69604 members 
Mstep: Class 2 contains 11778 members 
Mstep: Class 3 contains 62658 members 
Mstep: Class 4 contains 29199 members 
Mstep: Class 5 contains 30976 members 
Mstep: Class 6 contains 5612 members 
Mstep: Class 7 contains 50110 members 
Mstep: Class 8 contains 21716 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6326 members 
Mstep: Class 11 contains 36305 members 
Mstep: Class 12 contains 2174 members 
Mstep: Class 13 contains 5669 members 
Mstep: Class 14 contains 67518 members 
Mstep: Class 15 contains 10400 members 
Mstep: Class 16 contains 11875 members 
Mstep: Class 17 contains 3898 members 
Mstep: Class 18 contains 25604 members 
Mstep: Class 19 contains 10207 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5638 members 
Mstep: Class 22 contains 15457 members 
Mstep: Class 23 contains 19414 members 
Mstep: Class 24 contains 3686 members 
Mstep: Class 25 contains 14778 members 
Mstep: Class 26 contains 5513 members 
Mstep: Class 27 contains 15089 members 
Mstep: Class 28 contains 11950 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16088 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1626 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6902 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 9973 members 
Mstep: Class 38 contains 9430 members 
Mstep: Class 39 contains 44274 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028512.000000 Penalty: 87800.648438
Iteration 257Q: 45 clusters Score -8.102851e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 69735 members 
Mstep: Class 2 contains 11779 members 
Mstep: Class 3 contains 62457 members 
Mstep: Class 4 contains 29210 members 
Mstep: Class 5 contains 30978 members 
Mstep: Class 6 contains 5612 members 
Mstep: Class 7 contains 50046 members 
Mstep: Class 8 contains 21716 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6326 members 
Mstep: Class 11 contains 36302 members 
Mstep: Class 12 contains 2174 members 
Mstep: Class 13 contains 5669 members 
Mstep: Class 14 contains 67520 members 
Mstep: Class 15 contains 10401 members 
Mstep: Class 16 contains 11875 members 
Mstep: Class 17 contains 3898 members 
Mstep: Class 18 contains 25604 members 
Mstep: Class 19 contains 10215 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5639 members 
Mstep: Class 22 contains 15455 members 
Mstep: Class 23 contains 19412 members 
Mstep: Class 24 contains 3686 members 
Mstep: Class 25 contains 14778 members 
Mstep: Class 26 contains 5512 members 
Mstep: Class 27 contains 15050 members 
Mstep: Class 28 contains 11947 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16088 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1626 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6902 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 9973 members 
Mstep: Class 38 contains 9430 members 
Mstep: Class 39 contains 44432 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028536.000000 Penalty: 87800.648438
Iteration 258Q: 45 clusters Score -8.102854e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 69846 members 
Mstep: Class 2 contains 11781 members 
Mstep: Class 3 contains 62245 members 
Mstep: Class 4 contains 29234 members 
Mstep: Class 5 contains 30980 members 
Mstep: Class 6 contains 5611 members 
Mstep: Class 7 contains 49978 members 
Mstep: Class 8 contains 21716 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6323 members 
Mstep: Class 11 contains 36302 members 
Mstep: Class 12 contains 2174 members 
Mstep: Class 13 contains 5669 members 
Mstep: Class 14 contains 67529 members 
Mstep: Class 15 contains 10402 members 
Mstep: Class 16 contains 11874 members 
Mstep: Class 17 contains 3897 members 
Mstep: Class 18 contains 25606 members 
Mstep: Class 19 contains 10216 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5639 members 
Mstep: Class 22 contains 15455 members 
Mstep: Class 23 contains 19411 members 
Mstep: Class 24 contains 3687 members 
Mstep: Class 25 contains 14778 members 
Mstep: Class 26 contains 5510 members 
Mstep: Class 27 contains 15014 members 
Mstep: Class 28 contains 11944 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16088 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1626 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6901 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 9982 members 
Mstep: Class 38 contains 9430 members 
Mstep: Class 39 contains 44599 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028648.000000 Penalty: 87800.648438
Iteration 259Q: 45 clusters Score -8.102865e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 69948 members 
Mstep: Class 2 contains 11782 members 
Mstep: Class 3 contains 62043 members 
Mstep: Class 4 contains 29247 members 
Mstep: Class 5 contains 30983 members 
Mstep: Class 6 contains 5611 members 
Mstep: Class 7 contains 49893 members 
Mstep: Class 8 contains 21716 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6323 members 
Mstep: Class 11 contains 36304 members 
Mstep: Class 12 contains 2173 members 
Mstep: Class 13 contains 5669 members 
Mstep: Class 14 contains 67533 members 
Mstep: Class 15 contains 10404 members 
Mstep: Class 16 contains 11873 members 
Mstep: Class 17 contains 3897 members 
Mstep: Class 18 contains 25606 members 
Mstep: Class 19 contains 10222 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5639 members 
Mstep: Class 22 contains 15451 members 
Mstep: Class 23 contains 19409 members 
Mstep: Class 24 contains 3687 members 
Mstep: Class 25 contains 14781 members 
Mstep: Class 26 contains 5508 members 
Mstep: Class 27 contains 14978 members 
Mstep: Class 28 contains 11944 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16088 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1626 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6900 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 9993 members 
Mstep: Class 38 contains 9430 members 
Mstep: Class 39 contains 44786 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028640.000000 Penalty: 87800.648438
Iteration 260F: 45 clusters Score -8.102864e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 70052 members 
Mstep: Class 2 contains 11780 members 
Mstep: Class 3 contains 61857 members 
Mstep: Class 4 contains 29262 members 
Mstep: Class 5 contains 30987 members 
Mstep: Class 6 contains 5611 members 
Mstep: Class 7 contains 49820 members 
Mstep: Class 8 contains 21716 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6324 members 
Mstep: Class 11 contains 36298 members 
Mstep: Class 12 contains 2172 members 
Mstep: Class 13 contains 5669 members 
Mstep: Class 14 contains 67540 members 
Mstep: Class 15 contains 10404 members 
Mstep: Class 16 contains 11873 members 
Mstep: Class 17 contains 3898 members 
Mstep: Class 18 contains 25599 members 
Mstep: Class 19 contains 10222 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5640 members 
Mstep: Class 22 contains 15450 members 
Mstep: Class 23 contains 19408 members 
Mstep: Class 24 contains 3688 members 
Mstep: Class 25 contains 14784 members 
Mstep: Class 26 contains 5506 members 
Mstep: Class 27 contains 14948 members 
Mstep: Class 28 contains 11945 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16088 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1626 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6901 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10000 members 
Mstep: Class 38 contains 9432 members 
Mstep: Class 39 contains 44947 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028536.000000 Penalty: 87800.648438
Iteration 261Q: 45 clusters Score -8.102854e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 70161 members 
Mstep: Class 2 contains 11779 members 
Mstep: Class 3 contains 61688 members 
Mstep: Class 4 contains 29276 members 
Mstep: Class 5 contains 30990 members 
Mstep: Class 6 contains 5611 members 
Mstep: Class 7 contains 49751 members 
Mstep: Class 8 contains 21716 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6324 members 
Mstep: Class 11 contains 36299 members 
Mstep: Class 12 contains 2172 members 
Mstep: Class 13 contains 5668 members 
Mstep: Class 14 contains 67545 members 
Mstep: Class 15 contains 10404 members 
Mstep: Class 16 contains 11873 members 
Mstep: Class 17 contains 3898 members 
Mstep: Class 18 contains 25598 members 
Mstep: Class 19 contains 10224 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5642 members 
Mstep: Class 22 contains 15449 members 
Mstep: Class 23 contains 19406 members 
Mstep: Class 24 contains 3688 members 
Mstep: Class 25 contains 14785 members 
Mstep: Class 26 contains 5505 members 
Mstep: Class 27 contains 14915 members 
Mstep: Class 28 contains 11946 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16088 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1626 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6900 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10012 members 
Mstep: Class 38 contains 9432 members 
Mstep: Class 39 contains 45076 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028336.000000 Penalty: 87800.648438
Iteration 262Q: 45 clusters Score -8.102834e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 70254 members 
Mstep: Class 2 contains 11777 members 
Mstep: Class 3 contains 61537 members 
Mstep: Class 4 contains 29303 members 
Mstep: Class 5 contains 30992 members 
Mstep: Class 6 contains 5610 members 
Mstep: Class 7 contains 49694 members 
Mstep: Class 8 contains 21716 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6324 members 
Mstep: Class 11 contains 36287 members 
Mstep: Class 12 contains 2171 members 
Mstep: Class 13 contains 5668 members 
Mstep: Class 14 contains 67548 members 
Mstep: Class 15 contains 10405 members 
Mstep: Class 16 contains 11873 members 
Mstep: Class 17 contains 3898 members 
Mstep: Class 18 contains 25594 members 
Mstep: Class 19 contains 10222 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5641 members 
Mstep: Class 22 contains 15450 members 
Mstep: Class 23 contains 19404 members 
Mstep: Class 24 contains 3688 members 
Mstep: Class 25 contains 14785 members 
Mstep: Class 26 contains 5505 members 
Mstep: Class 27 contains 14897 members 
Mstep: Class 28 contains 11944 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16089 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1626 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6900 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10020 members 
Mstep: Class 38 contains 9432 members 
Mstep: Class 39 contains 45193 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028264.000000 Penalty: 87800.648438
Iteration 263Q: 45 clusters Score -8.102826e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 70345 members 
Mstep: Class 2 contains 11775 members 
Mstep: Class 3 contains 61388 members 
Mstep: Class 4 contains 29323 members 
Mstep: Class 5 contains 30998 members 
Mstep: Class 6 contains 5610 members 
Mstep: Class 7 contains 49641 members 
Mstep: Class 8 contains 21716 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6324 members 
Mstep: Class 11 contains 36279 members 
Mstep: Class 12 contains 2171 members 
Mstep: Class 13 contains 5668 members 
Mstep: Class 14 contains 67550 members 
Mstep: Class 15 contains 10406 members 
Mstep: Class 16 contains 11873 members 
Mstep: Class 17 contains 3898 members 
Mstep: Class 18 contains 25591 members 
Mstep: Class 19 contains 10223 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5641 members 
Mstep: Class 22 contains 15450 members 
Mstep: Class 23 contains 19404 members 
Mstep: Class 24 contains 3688 members 
Mstep: Class 25 contains 14785 members 
Mstep: Class 26 contains 5505 members 
Mstep: Class 27 contains 14880 members 
Mstep: Class 28 contains 11944 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16089 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1626 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6900 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10027 members 
Mstep: Class 38 contains 9432 members 
Mstep: Class 39 contains 45297 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028320.000000 Penalty: 87800.648438
Iteration 264Q: 45 clusters Score -8.102832e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 70444 members 
Mstep: Class 2 contains 11775 members 
Mstep: Class 3 contains 61239 members 
Mstep: Class 4 contains 29340 members 
Mstep: Class 5 contains 30999 members 
Mstep: Class 6 contains 5611 members 
Mstep: Class 7 contains 49581 members 
Mstep: Class 8 contains 21716 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6325 members 
Mstep: Class 11 contains 36277 members 
Mstep: Class 12 contains 2170 members 
Mstep: Class 13 contains 5668 members 
Mstep: Class 14 contains 67551 members 
Mstep: Class 15 contains 10406 members 
Mstep: Class 16 contains 11874 members 
Mstep: Class 17 contains 3898 members 
Mstep: Class 18 contains 25591 members 
Mstep: Class 19 contains 10224 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5642 members 
Mstep: Class 22 contains 15449 members 
Mstep: Class 23 contains 19403 members 
Mstep: Class 24 contains 3687 members 
Mstep: Class 25 contains 14785 members 
Mstep: Class 26 contains 5505 members 
Mstep: Class 27 contains 14852 members 
Mstep: Class 28 contains 11944 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16089 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1626 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6902 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10035 members 
Mstep: Class 38 contains 9432 members 
Mstep: Class 39 contains 45407 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028256.000000 Penalty: 87800.648438
Iteration 265Q: 45 clusters Score -8.102826e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 70558 members 
Mstep: Class 2 contains 11776 members 
Mstep: Class 3 contains 61091 members 
Mstep: Class 4 contains 29351 members 
Mstep: Class 5 contains 30999 members 
Mstep: Class 6 contains 5607 members 
Mstep: Class 7 contains 49499 members 
Mstep: Class 8 contains 21716 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6325 members 
Mstep: Class 11 contains 36275 members 
Mstep: Class 12 contains 2170 members 
Mstep: Class 13 contains 5668 members 
Mstep: Class 14 contains 67551 members 
Mstep: Class 15 contains 10406 members 
Mstep: Class 16 contains 11874 members 
Mstep: Class 17 contains 3899 members 
Mstep: Class 18 contains 25597 members 
Mstep: Class 19 contains 10226 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5641 members 
Mstep: Class 22 contains 15447 members 
Mstep: Class 23 contains 19403 members 
Mstep: Class 24 contains 3685 members 
Mstep: Class 25 contains 14785 members 
Mstep: Class 26 contains 5504 members 
Mstep: Class 27 contains 14835 members 
Mstep: Class 28 contains 11947 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16089 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1626 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6902 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10045 members 
Mstep: Class 38 contains 9432 members 
Mstep: Class 39 contains 45518 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028384.000000 Penalty: 87800.648438
Iteration 266Q: 45 clusters Score -8.102838e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 70681 members 
Mstep: Class 2 contains 11777 members 
Mstep: Class 3 contains 60953 members 
Mstep: Class 4 contains 29358 members 
Mstep: Class 5 contains 31004 members 
Mstep: Class 6 contains 5604 members 
Mstep: Class 7 contains 49413 members 
Mstep: Class 8 contains 21716 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6325 members 
Mstep: Class 11 contains 36271 members 
Mstep: Class 12 contains 2170 members 
Mstep: Class 13 contains 5668 members 
Mstep: Class 14 contains 67549 members 
Mstep: Class 15 contains 10406 members 
Mstep: Class 16 contains 11875 members 
Mstep: Class 17 contains 3900 members 
Mstep: Class 18 contains 25602 members 
Mstep: Class 19 contains 10229 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5641 members 
Mstep: Class 22 contains 15447 members 
Mstep: Class 23 contains 19403 members 
Mstep: Class 24 contains 3684 members 
Mstep: Class 25 contains 14785 members 
Mstep: Class 26 contains 5503 members 
Mstep: Class 27 contains 14821 members 
Mstep: Class 28 contains 11945 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16089 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1626 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6901 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10049 members 
Mstep: Class 38 contains 9432 members 
Mstep: Class 39 contains 45620 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028416.000000 Penalty: 87800.648438
Iteration 267Q: 45 clusters Score -8.102842e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 70795 members 
Mstep: Class 2 contains 11777 members 
Mstep: Class 3 contains 60814 members 
Mstep: Class 4 contains 29363 members 
Mstep: Class 5 contains 31010 members 
Mstep: Class 6 contains 5602 members 
Mstep: Class 7 contains 49341 members 
Mstep: Class 8 contains 21716 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6328 members 
Mstep: Class 11 contains 36273 members 
Mstep: Class 12 contains 2170 members 
Mstep: Class 13 contains 5668 members 
Mstep: Class 14 contains 67553 members 
Mstep: Class 15 contains 10406 members 
Mstep: Class 16 contains 11875 members 
Mstep: Class 17 contains 3900 members 
Mstep: Class 18 contains 25605 members 
Mstep: Class 19 contains 10231 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5642 members 
Mstep: Class 22 contains 15445 members 
Mstep: Class 23 contains 19403 members 
Mstep: Class 24 contains 3682 members 
Mstep: Class 25 contains 14785 members 
Mstep: Class 26 contains 5502 members 
Mstep: Class 27 contains 14797 members 
Mstep: Class 28 contains 11944 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16089 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1626 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6901 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10053 members 
Mstep: Class 38 contains 9432 members 
Mstep: Class 39 contains 45719 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028392.000000 Penalty: 87800.648438
Iteration 268Q: 45 clusters Score -8.102839e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 70910 members 
Mstep: Class 2 contains 11776 members 
Mstep: Class 3 contains 60672 members 
Mstep: Class 4 contains 29371 members 
Mstep: Class 5 contains 31015 members 
Mstep: Class 6 contains 5602 members 
Mstep: Class 7 contains 49264 members 
Mstep: Class 8 contains 21716 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6328 members 
Mstep: Class 11 contains 36270 members 
Mstep: Class 12 contains 2169 members 
Mstep: Class 13 contains 5668 members 
Mstep: Class 14 contains 67554 members 
Mstep: Class 15 contains 10406 members 
Mstep: Class 16 contains 11875 members 
Mstep: Class 17 contains 3900 members 
Mstep: Class 18 contains 25606 members 
Mstep: Class 19 contains 10234 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5644 members 
Mstep: Class 22 contains 15445 members 
Mstep: Class 23 contains 19402 members 
Mstep: Class 24 contains 3682 members 
Mstep: Class 25 contains 14786 members 
Mstep: Class 26 contains 5501 members 
Mstep: Class 27 contains 14774 members 
Mstep: Class 28 contains 11944 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16089 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1626 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6901 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10060 members 
Mstep: Class 38 contains 9433 members 
Mstep: Class 39 contains 45824 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028304.000000 Penalty: 87800.648438
Iteration 269Q: 45 clusters Score -8.10283e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 71022 members 
Mstep: Class 2 contains 11776 members 
Mstep: Class 3 contains 60546 members 
Mstep: Class 4 contains 29383 members 
Mstep: Class 5 contains 31025 members 
Mstep: Class 6 contains 5603 members 
Mstep: Class 7 contains 49188 members 
Mstep: Class 8 contains 21717 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6328 members 
Mstep: Class 11 contains 36264 members 
Mstep: Class 12 contains 2168 members 
Mstep: Class 13 contains 5668 members 
Mstep: Class 14 contains 67554 members 
Mstep: Class 15 contains 10406 members 
Mstep: Class 16 contains 11874 members 
Mstep: Class 17 contains 3900 members 
Mstep: Class 18 contains 25605 members 
Mstep: Class 19 contains 10236 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5645 members 
Mstep: Class 22 contains 15443 members 
Mstep: Class 23 contains 19401 members 
Mstep: Class 24 contains 3680 members 
Mstep: Class 25 contains 14787 members 
Mstep: Class 26 contains 5503 members 
Mstep: Class 27 contains 14755 members 
Mstep: Class 28 contains 11942 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16089 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1626 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6901 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10068 members 
Mstep: Class 38 contains 9433 members 
Mstep: Class 39 contains 45911 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028320.000000 Penalty: 87800.648438
Iteration 270Q: 45 clusters Score -8.102832e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 71115 members 
Mstep: Class 2 contains 11776 members 
Mstep: Class 3 contains 60406 members 
Mstep: Class 4 contains 29391 members 
Mstep: Class 5 contains 31032 members 
Mstep: Class 6 contains 5605 members 
Mstep: Class 7 contains 49131 members 
Mstep: Class 8 contains 21718 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6329 members 
Mstep: Class 11 contains 36247 members 
Mstep: Class 12 contains 2168 members 
Mstep: Class 13 contains 5668 members 
Mstep: Class 14 contains 67556 members 
Mstep: Class 15 contains 10407 members 
Mstep: Class 16 contains 11874 members 
Mstep: Class 17 contains 3901 members 
Mstep: Class 18 contains 25606 members 
Mstep: Class 19 contains 10237 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5645 members 
Mstep: Class 22 contains 15444 members 
Mstep: Class 23 contains 19400 members 
Mstep: Class 24 contains 3680 members 
Mstep: Class 25 contains 14787 members 
Mstep: Class 26 contains 5501 members 
Mstep: Class 27 contains 14727 members 
Mstep: Class 28 contains 11942 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16089 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1626 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6901 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10084 members 
Mstep: Class 38 contains 9433 members 
Mstep: Class 39 contains 46021 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028152.000000 Penalty: 87800.648438
Iteration 271Q: 45 clusters Score -8.102815e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 71242 members 
Mstep: Class 2 contains 11777 members 
Mstep: Class 3 contains 60263 members 
Mstep: Class 4 contains 29401 members 
Mstep: Class 5 contains 31034 members 
Mstep: Class 6 contains 5604 members 
Mstep: Class 7 contains 49048 members 
Mstep: Class 8 contains 21718 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6330 members 
Mstep: Class 11 contains 36236 members 
Mstep: Class 12 contains 2168 members 
Mstep: Class 13 contains 5668 members 
Mstep: Class 14 contains 67561 members 
Mstep: Class 15 contains 10407 members 
Mstep: Class 16 contains 11873 members 
Mstep: Class 17 contains 3901 members 
Mstep: Class 18 contains 25606 members 
Mstep: Class 19 contains 10239 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5644 members 
Mstep: Class 22 contains 15442 members 
Mstep: Class 23 contains 19398 members 
Mstep: Class 24 contains 3680 members 
Mstep: Class 25 contains 14787 members 
Mstep: Class 26 contains 5499 members 
Mstep: Class 27 contains 14717 members 
Mstep: Class 28 contains 11943 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16089 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1626 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6901 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10099 members 
Mstep: Class 38 contains 9433 members 
Mstep: Class 39 contains 46113 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028144.000000 Penalty: 87800.648438
Iteration 272Q: 45 clusters Score -8.102814e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 71354 members 
Mstep: Class 2 contains 11779 members 
Mstep: Class 3 contains 60116 members 
Mstep: Class 4 contains 29408 members 
Mstep: Class 5 contains 31040 members 
Mstep: Class 6 contains 5600 members 
Mstep: Class 7 contains 48979 members 
Mstep: Class 8 contains 21718 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6329 members 
Mstep: Class 11 contains 36242 members 
Mstep: Class 12 contains 2167 members 
Mstep: Class 13 contains 5668 members 
Mstep: Class 14 contains 67560 members 
Mstep: Class 15 contains 10406 members 
Mstep: Class 16 contains 11873 members 
Mstep: Class 17 contains 3901 members 
Mstep: Class 18 contains 25608 members 
Mstep: Class 19 contains 10242 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5644 members 
Mstep: Class 22 contains 15439 members 
Mstep: Class 23 contains 19398 members 
Mstep: Class 24 contains 3680 members 
Mstep: Class 25 contains 14787 members 
Mstep: Class 26 contains 5499 members 
Mstep: Class 27 contains 14700 members 
Mstep: Class 28 contains 11947 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16089 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1626 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6901 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10112 members 
Mstep: Class 38 contains 9433 members 
Mstep: Class 39 contains 46202 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028208.000000 Penalty: 87800.648438
Iteration 273Q: 45 clusters Score -8.102821e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 71473 members 
Mstep: Class 2 contains 11779 members 
Mstep: Class 3 contains 59968 members 
Mstep: Class 4 contains 29413 members 
Mstep: Class 5 contains 31044 members 
Mstep: Class 6 contains 5598 members 
Mstep: Class 7 contains 48891 members 
Mstep: Class 8 contains 21717 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6329 members 
Mstep: Class 11 contains 36255 members 
Mstep: Class 12 contains 2167 members 
Mstep: Class 13 contains 5668 members 
Mstep: Class 14 contains 67562 members 
Mstep: Class 15 contains 10405 members 
Mstep: Class 16 contains 11873 members 
Mstep: Class 17 contains 3901 members 
Mstep: Class 18 contains 25610 members 
Mstep: Class 19 contains 10244 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5642 members 
Mstep: Class 22 contains 15436 members 
Mstep: Class 23 contains 19397 members 
Mstep: Class 24 contains 3680 members 
Mstep: Class 25 contains 14788 members 
Mstep: Class 26 contains 5498 members 
Mstep: Class 27 contains 14681 members 
Mstep: Class 28 contains 11949 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16090 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1626 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6901 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10124 members 
Mstep: Class 38 contains 9433 members 
Mstep: Class 39 contains 46306 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028248.000000 Penalty: 87800.648438
Iteration 274Q: 45 clusters Score -8.102825e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 71602 members 
Mstep: Class 2 contains 11780 members 
Mstep: Class 3 contains 59840 members 
Mstep: Class 4 contains 29423 members 
Mstep: Class 5 contains 31047 members 
Mstep: Class 6 contains 5596 members 
Mstep: Class 7 contains 48802 members 
Mstep: Class 8 contains 21716 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6329 members 
Mstep: Class 11 contains 36260 members 
Mstep: Class 12 contains 2166 members 
Mstep: Class 13 contains 5668 members 
Mstep: Class 14 contains 67565 members 
Mstep: Class 15 contains 10405 members 
Mstep: Class 16 contains 11873 members 
Mstep: Class 17 contains 3901 members 
Mstep: Class 18 contains 25612 members 
Mstep: Class 19 contains 10244 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5641 members 
Mstep: Class 22 contains 15435 members 
Mstep: Class 23 contains 19397 members 
Mstep: Class 24 contains 3680 members 
Mstep: Class 25 contains 14786 members 
Mstep: Class 26 contains 5498 members 
Mstep: Class 27 contains 14660 members 
Mstep: Class 28 contains 11951 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16092 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1626 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6901 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10133 members 
Mstep: Class 38 contains 9433 members 
Mstep: Class 39 contains 46386 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028248.000000 Penalty: 87800.648438
Iteration 275Q: 45 clusters Score -8.102825e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 71747 members 
Mstep: Class 2 contains 11783 members 
Mstep: Class 3 contains 59706 members 
Mstep: Class 4 contains 29428 members 
Mstep: Class 5 contains 31052 members 
Mstep: Class 6 contains 5595 members 
Mstep: Class 7 contains 48706 members 
Mstep: Class 8 contains 21716 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6329 members 
Mstep: Class 11 contains 36268 members 
Mstep: Class 12 contains 2166 members 
Mstep: Class 13 contains 5668 members 
Mstep: Class 14 contains 67566 members 
Mstep: Class 15 contains 10406 members 
Mstep: Class 16 contains 11873 members 
Mstep: Class 17 contains 3900 members 
Mstep: Class 18 contains 25616 members 
Mstep: Class 19 contains 10246 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5642 members 
Mstep: Class 22 contains 15432 members 
Mstep: Class 23 contains 19397 members 
Mstep: Class 24 contains 3681 members 
Mstep: Class 25 contains 14786 members 
Mstep: Class 26 contains 5498 members 
Mstep: Class 27 contains 14638 members 
Mstep: Class 28 contains 11948 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16092 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1626 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6901 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10150 members 
Mstep: Class 38 contains 9433 members 
Mstep: Class 39 contains 46453 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028080.000000 Penalty: 87800.648438
Iteration 276Q: 45 clusters Score -8.102808e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 71895 members 
Mstep: Class 2 contains 11786 members 
Mstep: Class 3 contains 59589 members 
Mstep: Class 4 contains 29435 members 
Mstep: Class 5 contains 31052 members 
Mstep: Class 6 contains 5592 members 
Mstep: Class 7 contains 48586 members 
Mstep: Class 8 contains 21716 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6329 members 
Mstep: Class 11 contains 36274 members 
Mstep: Class 12 contains 2166 members 
Mstep: Class 13 contains 5668 members 
Mstep: Class 14 contains 67566 members 
Mstep: Class 15 contains 10407 members 
Mstep: Class 16 contains 11873 members 
Mstep: Class 17 contains 3900 members 
Mstep: Class 18 contains 25617 members 
Mstep: Class 19 contains 10247 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5643 members 
Mstep: Class 22 contains 15429 members 
Mstep: Class 23 contains 19398 members 
Mstep: Class 24 contains 3681 members 
Mstep: Class 25 contains 14787 members 
Mstep: Class 26 contains 5497 members 
Mstep: Class 27 contains 14619 members 
Mstep: Class 28 contains 11949 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16092 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1626 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6901 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10164 members 
Mstep: Class 38 contains 9433 members 
Mstep: Class 39 contains 46531 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028056.000000 Penalty: 87800.648438
Iteration 277Q: 45 clusters Score -8.102806e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 72064 members 
Mstep: Class 2 contains 11783 members 
Mstep: Class 3 contains 59480 members 
Mstep: Class 4 contains 29441 members 
Mstep: Class 5 contains 31052 members 
Mstep: Class 6 contains 5591 members 
Mstep: Class 7 contains 48443 members 
Mstep: Class 8 contains 21716 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6329 members 
Mstep: Class 11 contains 36283 members 
Mstep: Class 12 contains 2165 members 
Mstep: Class 13 contains 5668 members 
Mstep: Class 14 contains 67565 members 
Mstep: Class 15 contains 10407 members 
Mstep: Class 16 contains 11873 members 
Mstep: Class 17 contains 3900 members 
Mstep: Class 18 contains 25623 members 
Mstep: Class 19 contains 10248 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5644 members 
Mstep: Class 22 contains 15428 members 
Mstep: Class 23 contains 19398 members 
Mstep: Class 24 contains 3681 members 
Mstep: Class 25 contains 14788 members 
Mstep: Class 26 contains 5496 members 
Mstep: Class 27 contains 14607 members 
Mstep: Class 28 contains 11948 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16092 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1626 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6901 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10176 members 
Mstep: Class 38 contains 9433 members 
Mstep: Class 39 contains 46599 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027968.000000 Penalty: 87800.648438
Iteration 278Q: 45 clusters Score -8.102797e+07 nChanged 472
Entering ConstructFrom: 
Score: -81027968.000000 Penalty: 87800.648438
Entering ConstructFrom: 
Trying to split cluster 1 (72206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72206 members 
Entering Unmasked Estep 
Score: -9124776.000000 Penalty: 1664.667114
	Iteration 0F: 2 clusters Score -9124776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36118 members 
Mstep: Class 2 contains 36088 members 
Entering Unmasked Estep 
Score: -9081204.000000 Penalty: 3329.334229
	Iteration 0F: 3 clusters Score -9081204 nChanged 33833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36337 members 
Mstep: Class 2 contains 35869 members 
Entering Unmasked Estep 
Score: -9100279.000000 Penalty: 3329.334229
	Iteration 1F: 3 clusters Score -9100279 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36642 members 
Mstep: Class 2 contains 35564 members 
Entering Unmasked Estep 
Score: -9100973.000000 Penalty: 3329.334229
	Iteration 2Q: 3 clusters Score -9100973 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37096 members 
Mstep: Class 2 contains 35110 members 
Entering Unmasked Estep 
Score: -9101800.000000 Penalty: 3329.334229
	Iteration 3Q: 3 clusters Score -9101800 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37786 members 
Mstep: Class 2 contains 34420 members 
Entering Unmasked Estep 
Score: -9102706.000000 Penalty: 3329.334229
	Iteration 4Q: 3 clusters Score -9102706 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38613 members 
Mstep: Class 2 contains 33593 members 
Entering Unmasked Estep 
Score: -9103817.000000 Penalty: 3329.334229
	Iteration 5Q: 3 clusters Score -9103817 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39604 members 
Mstep: Class 2 contains 32602 members 
Entering Unmasked Estep 
Score: -9105049.000000 Penalty: 3329.334229
	Iteration 6Q: 3 clusters Score -9105049 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40749 members 
Mstep: Class 2 contains 31457 members 
Entering Unmasked Estep 
Score: -9106474.000000 Penalty: 3329.334229
	Iteration 7Q: 3 clusters Score -9106474 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41926 members 
Mstep: Class 2 contains 30280 members 
Entering Unmasked Estep 
Score: -9107776.000000 Penalty: 3329.334229
	Iteration 8Q: 3 clusters Score -9107776 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43244 members 
Mstep: Class 2 contains 28962 members 
Entering Unmasked Estep 
Score: -9109041.000000 Penalty: 3329.334229
	Iteration 9Q: 3 clusters Score -9109041 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44686 members 
Mstep: Class 2 contains 27520 members 
Entering Unmasked Estep 
Score: -9110064.000000 Penalty: 3329.334229
	Iteration 10Q: 3 clusters Score -9110064 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46032 members 
Mstep: Class 2 contains 26174 members 
Entering Unmasked Estep 
Score: -9110930.000000 Penalty: 3329.334229
	Iteration 11Q: 3 clusters Score -9110930 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47457 members 
Mstep: Class 2 contains 24749 members 
Entering Unmasked Estep 
Score: -9111520.000000 Penalty: 3329.334229
	Iteration 12Q: 3 clusters Score -9111520 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48992 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -9112058.000000 Penalty: 3329.334229
	Iteration 13Q: 3 clusters Score -9112058 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50673 members 
Mstep: Class 2 contains 21533 members 
Entering Unmasked Estep 
Score: -9112653.000000 Penalty: 3329.334229
	Iteration 14Q: 3 clusters Score -9112653 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52607 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -9113255.000000 Penalty: 3329.334229
	Iteration 15Q: 3 clusters Score -9113255 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54751 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -9113981.000000 Penalty: 3329.334229
	Iteration 16Q: 3 clusters Score -9113981 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57081 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -9114886.000000 Penalty: 3329.334229
	Iteration 17Q: 3 clusters Score -9114886 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59537 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -9116135.000000 Penalty: 3329.334229
	Iteration 18Q: 3 clusters Score -9116135 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62150 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -9117405.000000 Penalty: 3329.334229
	Iteration 19Q: 3 clusters Score -9117405 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64559 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -9118749.000000 Penalty: 3329.334229
	Iteration 20F: 3 clusters Score -9118749 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66709 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -9120052.000000 Penalty: 3329.334229
	Iteration 21Q: 3 clusters Score -9120052 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68512 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -9121342.000000 Penalty: 3329.334229
	Iteration 22Q: 3 clusters Score -9121342 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69831 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -9122226.000000 Penalty: 3329.334229
	Iteration 23Q: 3 clusters Score -9122226 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70672 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -9122733.000000 Penalty: 3329.334229
	Iteration 24Q: 3 clusters Score -9122733 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71143 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -9122988.000000 Penalty: 3329.334229
	Iteration 25Q: 3 clusters Score -9122988 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71389 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -9123160.000000 Penalty: 3329.334229
	Iteration 26Q: 3 clusters Score -9123160 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71526 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -9123274.000000 Penalty: 3329.334229
	Iteration 27Q: 3 clusters Score -9123274 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71611 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -9123354.000000 Penalty: 3329.334229
	Iteration 28Q: 3 clusters Score -9123354 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71670 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -9123408.000000 Penalty: 3329.334229
	Iteration 29Q: 3 clusters Score -9123408 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71708 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -9123438.000000 Penalty: 3329.334229
	Iteration 30Q: 3 clusters Score -9123438 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71722 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -9123447.000000 Penalty: 3329.334229
	Iteration 31Q: 3 clusters Score -9123447 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71739 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -9123464.000000 Penalty: 3329.334229
	Iteration 32Q: 3 clusters Score -9123464 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71749 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -9123488.000000 Penalty: 3329.334229
	Iteration 33Q: 3 clusters Score -9123488 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71758 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -9123501.000000 Penalty: 3329.334229
	Iteration 34Q: 3 clusters Score -9123501 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71768 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -9123501.000000 Penalty: 3329.334229
	Iteration 35Q: 3 clusters Score -9123501 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71776 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -9123522.000000 Penalty: 3329.334229
	Iteration 36Q: 3 clusters Score -9123522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71781 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -9123516.000000 Penalty: 3329.334229
	Iteration 37Q: 3 clusters Score -9123516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71782 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -9123528.000000 Penalty: 3329.334229
	Iteration 38Q: 3 clusters Score -9123528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71787 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -9123529.000000 Penalty: 3329.334229
	Iteration 39Q: 3 clusters Score -9123529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71788 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -9123526.000000 Penalty: 3329.334229
	Iteration 40F: 3 clusters Score -9123526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Entering Unmasked Estep 
Score: -1493209.500000 Penalty: 1394.925415
	Iteration 0F: 2 clusters Score -1493210 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 5834 members 
Entering Unmasked Estep 
Score: -1485324.125000 Penalty: 2789.850830
	Iteration 0F: 3 clusters Score -1485324 nChanged 4963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1487917.250000 Penalty: 2789.850830
	Iteration 1F: 3 clusters Score -1487917 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1488263.250000 Penalty: 2789.850830
	Iteration 2F: 3 clusters Score -1488263 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1488482.625000 Penalty: 2789.850830
	Iteration 3Q: 3 clusters Score -1488483 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1488623.500000 Penalty: 2789.850830
	Iteration 4Q: 3 clusters Score -1488624 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1488731.500000 Penalty: 2789.850830
	Iteration 5Q: 3 clusters Score -1488732 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1488813.750000 Penalty: 2789.850830
	Iteration 6Q: 3 clusters Score -1488814 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1488899.625000 Penalty: 2789.850830
	Iteration 7Q: 3 clusters Score -1488900 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1488966.875000 Penalty: 2789.850830
	Iteration 8Q: 3 clusters Score -1488967 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1489048.000000 Penalty: 2789.850830
	Iteration 9Q: 3 clusters Score -1489048 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1489136.500000 Penalty: 2789.850830
	Iteration 10Q: 3 clusters Score -1489136 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1489236.375000 Penalty: 2789.850830
	Iteration 11Q: 3 clusters Score -1489236 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1489331.000000 Penalty: 2789.850830
	Iteration 12Q: 3 clusters Score -1489331 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1489448.625000 Penalty: 2789.850830
	Iteration 13Q: 3 clusters Score -1489449 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1489604.625000 Penalty: 2789.850830
	Iteration 14Q: 3 clusters Score -1489605 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1489784.375000 Penalty: 2789.850830
	Iteration 15Q: 3 clusters Score -1489784 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1490005.250000 Penalty: 2789.850830
	Iteration 16Q: 3 clusters Score -1490005 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1490287.875000 Penalty: 2789.850830
	Iteration 17Q: 3 clusters Score -1490288 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1490602.250000 Penalty: 2789.850830
	Iteration 18Q: 3 clusters Score -1490602 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1490953.750000 Penalty: 2789.850830
	Iteration 19Q: 3 clusters Score -1490954 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1491273.875000 Penalty: 2789.850830
	Iteration 20F: 3 clusters Score -1491274 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1491507.875000 Penalty: 2789.850830
	Iteration 21Q: 3 clusters Score -1491508 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1491701.750000 Penalty: 2789.850830
	Iteration 22Q: 3 clusters Score -1491702 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1491836.000000 Penalty: 2789.850830
	Iteration 23Q: 3 clusters Score -1491836 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1491917.750000 Penalty: 2789.850830
	Iteration 24Q: 3 clusters Score -1491918 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1491985.000000 Penalty: 2789.850830
	Iteration 25Q: 3 clusters Score -1491985 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1492032.625000 Penalty: 2789.850830
	Iteration 26Q: 3 clusters Score -1492033 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1492058.250000 Penalty: 2789.850830
	Iteration 27Q: 3 clusters Score -1492058 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1492076.625000 Penalty: 2789.850830
	Iteration 28Q: 3 clusters Score -1492077 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1492094.750000 Penalty: 2789.850830
	Iteration 29Q: 3 clusters Score -1492095 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1492108.500000 Penalty: 2789.850830
	Iteration 30Q: 3 clusters Score -1492108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1492117.875000 Penalty: 2789.850830
	Iteration 31Q: 3 clusters Score -1492118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1492127.500000 Penalty: 2789.850830
	Iteration 32Q: 3 clusters Score -1492128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1492131.000000 Penalty: 2789.850830
	Iteration 33Q: 3 clusters Score -1492131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1492135.125000 Penalty: 2789.850830
	Iteration 34Q: 3 clusters Score -1492135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1492140.625000 Penalty: 2789.850830
	Iteration 35Q: 3 clusters Score -1492141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1492142.000000 Penalty: 2789.850830
	Iteration 36Q: 3 clusters Score -1492142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1492147.375000 Penalty: 2789.850830
	Iteration 37Q: 3 clusters Score -1492147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1492147.375000 Penalty: 2789.850830
	Iteration 38Q: 3 clusters Score -1492147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1492147.750000 Penalty: 2789.850830
	Iteration 39Q: 3 clusters Score -1492148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1492147.750000 Penalty: 2789.850830
	Iteration 40F: 3 clusters Score -1492148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (59386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59386 members 
Entering Unmasked Estep 
Score: -7569411.000000 Penalty: 1635.581909
	Iteration 0F: 2 clusters Score -7569411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29559 members 
Mstep: Class 2 contains 29827 members 
Entering Unmasked Estep 
Score: -7532454.000000 Penalty: 3271.163818
	Iteration 0F: 3 clusters Score -7532454 nChanged 27639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28754 members 
Mstep: Class 2 contains 30632 members 
Entering Unmasked Estep 
Score: -7547723.000000 Penalty: 3271.163818
	Iteration 1F: 3 clusters Score -7547723 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28225 members 
Mstep: Class 2 contains 31161 members 
Entering Unmasked Estep 
Score: -7548324.500000 Penalty: 3271.163818
	Iteration 2Q: 3 clusters Score -7548324 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27378 members 
Mstep: Class 2 contains 32008 members 
Entering Unmasked Estep 
Score: -7549083.000000 Penalty: 3271.163818
	Iteration 3Q: 3 clusters Score -7549083 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26173 members 
Mstep: Class 2 contains 33213 members 
Entering Unmasked Estep 
Score: -7550113.500000 Penalty: 3271.163818
	Iteration 4Q: 3 clusters Score -7550114 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24476 members 
Mstep: Class 2 contains 34910 members 
Entering Unmasked Estep 
Score: -7551605.500000 Penalty: 3271.163818
	Iteration 5Q: 3 clusters Score -7551606 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 36963 members 
Entering Unmasked Estep 
Score: -7553406.500000 Penalty: 3271.163818
	Iteration 6F: 3 clusters Score -7553406 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20042 members 
Mstep: Class 2 contains 39344 members 
Entering Unmasked Estep 
Score: -7555557.500000 Penalty: 3271.163818
	Iteration 7F: 3 clusters Score -7555558 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 41612 members 
Entering Unmasked Estep 
Score: -7557710.500000 Penalty: 3271.163818
	Iteration 8F: 3 clusters Score -7557710 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 43600 members 
Entering Unmasked Estep 
Score: -7559769.000000 Penalty: 3271.163818
	Iteration 9F: 3 clusters Score -7559769 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 45021 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -7561587 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 45944 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -7563016 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 46461 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -7563882 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 46861 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -7564274 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 47157 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -7564534 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 47426 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -7564781 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 47685 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -7564964 nChanged 621
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 47926 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -7565116 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 48150 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -7565266 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 48348 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -7565339 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 48485 members 
Entering Unmasked Estep 
Score: -7565416.500000 Penalty: 3271.163818
	Iteration 20F: 3 clusters Score -7565416 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 48597 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -7565494 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 48679 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -7565590 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 48758 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -7565654 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 48858 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -7565685 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 48941 members 
Entering Unmasked Estep 
Score: -7565754.500000 Penalty: 3271.163818
	Iteration 25Q: 3 clusters Score -7565754 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 49043 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -7565817 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 49123 members 
Entering Unmasked Estep 
Score: -7565843.500000 Penalty: 3271.163818
	Iteration 27Q: 3 clusters Score -7565844 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 49186 members 
Entering Unmasked Estep 
Score: -7565893.500000 Penalty: 3271.163818
	Iteration 28Q: 3 clusters Score -7565894 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 49257 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -7565969 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 49320 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -7566039 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 49360 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -7566068 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 49406 members 
Entering Unmasked Estep 
Score: -7566113.500000 Penalty: 3271.163818
	Iteration 32Q: 3 clusters Score -7566114 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 49417 members 
Entering Unmasked Estep 
Score: -7566110.000000 Penalty: 3271.163818
	Iteration 33Q: 3 clusters Score -7566110 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 49454 members 
Entering Unmasked Estep 
Score: -7566162.500000 Penalty: 3271.163818
	Iteration 34Q: 3 clusters Score -7566162 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 49502 members 
Entering Unmasked Estep 
Score: -7566213.000000 Penalty: 3271.163818
	Iteration 35Q: 3 clusters Score -7566213 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 49554 members 
Entering Unmasked Estep 
Score: -7566251.000000 Penalty: 3271.163818
	Iteration 36Q: 3 clusters Score -7566251 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 49600 members 
Entering Unmasked Estep 
Score: -7566260.500000 Penalty: 3271.163818
	Iteration 37Q: 3 clusters Score -7566260 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 49644 members 
Entering Unmasked Estep 
Score: -7566285.500000 Penalty: 3271.163818
	Iteration 38Q: 3 clusters Score -7566286 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 49693 members 
Entering Unmasked Estep 
Score: -7566313.500000 Penalty: 3271.163818
	Iteration 39Q: 3 clusters Score -7566314 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 49725 members 
Entering Unmasked Estep 
Score: -7566334.000000 Penalty: 3271.163818
	Iteration 40F: 3 clusters Score -7566334 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 49768 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7566374 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 49801 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -7566372 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 49832 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7566400 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 49876 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7566418 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 49918 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -7566430 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 49964 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -7566454 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 50009 members 
Entering Unmasked Estep 
Score: -7566470.500000 Penalty: 3271.163818
	Iteration 47Q: 3 clusters Score -7566470 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 50045 members 
Entering Unmasked Estep 
Score: -7566488.000000 Penalty: 3271.163818
	Iteration 48Q: 3 clusters Score -7566488 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 50087 members 
Entering Unmasked Estep 
Score: -7566476.500000 Penalty: 3271.163818
	Iteration 49Q: 3 clusters Score -7566476 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 50132 members 
Entering Unmasked Estep 
Score: -7566493.500000 Penalty: 3271.163818
	Iteration 50Q: 3 clusters Score -7566494 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 50173 members 
Entering Unmasked Estep 
Score: -7566512.500000 Penalty: 3271.163818
	Iteration 51Q: 3 clusters Score -7566512 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 50221 members 
Entering Unmasked Estep 
Score: -7566532.000000 Penalty: 3271.163818
	Iteration 52Q: 3 clusters Score -7566532 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 50264 members 
Entering Unmasked Estep 
Score: -7566541.500000 Penalty: 3271.163818
	Iteration 53Q: 3 clusters Score -7566542 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 50322 members 
Entering Unmasked Estep 
Score: -7566559.500000 Penalty: 3271.163818
	Iteration 54Q: 3 clusters Score -7566560 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 50377 members 
Entering Unmasked Estep 
Score: -7566582.000000 Penalty: 3271.163818
	Iteration 55Q: 3 clusters Score -7566582 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 50436 members 
Entering Unmasked Estep 
Score: -7566641.500000 Penalty: 3271.163818
	Iteration 56Q: 3 clusters Score -7566642 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 50493 members 
Entering Unmasked Estep 
Score: -7566663.500000 Penalty: 3271.163818
	Iteration 57Q: 3 clusters Score -7566664 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 50526 members 
Entering Unmasked Estep 
Score: -7566675.500000 Penalty: 3271.163818
	Iteration 58Q: 3 clusters Score -7566676 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 50555 members 
Entering Unmasked Estep 
Score: -7566693.000000 Penalty: 3271.163818
	Iteration 59Q: 3 clusters Score -7566693 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 50595 members 
Entering Unmasked Estep 
Score: -7566717.500000 Penalty: 3271.163818
	Iteration 60F: 3 clusters Score -7566718 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 50626 members 
Entering Unmasked Estep 
Score: -7566740.000000 Penalty: 3271.163818
	Iteration 61Q: 3 clusters Score -7566740 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 50650 members 
Entering Unmasked Estep 
Score: -7566753.500000 Penalty: 3271.163818
	Iteration 62Q: 3 clusters Score -7566754 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 50671 members 
Entering Unmasked Estep 
Score: -7566777.000000 Penalty: 3271.163818
	Iteration 63Q: 3 clusters Score -7566777 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 50699 members 
Entering Unmasked Estep 
Score: -7566791.500000 Penalty: 3271.163818
	Iteration 64Q: 3 clusters Score -7566792 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 50724 members 
Entering Unmasked Estep 
Score: -7566798.000000 Penalty: 3271.163818
	Iteration 65Q: 3 clusters Score -7566798 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 50735 members 
Entering Unmasked Estep 
Score: -7566804.500000 Penalty: 3271.163818
	Iteration 66Q: 3 clusters Score -7566804 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 50755 members 
Entering Unmasked Estep 
Score: -7566804.000000 Penalty: 3271.163818
	Iteration 67Q: 3 clusters Score -7566804 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 50782 members 
Entering Unmasked Estep 
Score: -7566823.500000 Penalty: 3271.163818
	Iteration 68Q: 3 clusters Score -7566824 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 50801 members 
Entering Unmasked Estep 
Score: -7566853.500000 Penalty: 3271.163818
	Iteration 69Q: 3 clusters Score -7566854 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 50819 members 
Entering Unmasked Estep 
Score: -7566846.000000 Penalty: 3271.163818
	Iteration 70Q: 3 clusters Score -7566846 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 50834 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7566846 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 50840 members 
Entering Unmasked Estep 
Score: -7566855.000000 Penalty: 3271.163818
	Iteration 72Q: 3 clusters Score -7566855 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 50847 members 
Entering Unmasked Estep 
Score: -7566849.500000 Penalty: 3271.163818
	Iteration 73Q: 3 clusters Score -7566850 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 50851 members 
Entering Unmasked Estep 
Score: -7566847.000000 Penalty: 3271.163818
	Iteration 74Q: 3 clusters Score -7566847 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 50856 members 
Entering Unmasked Estep 
Score: -7566843.000000 Penalty: 3271.163818
	Iteration 75Q: 3 clusters Score -7566843 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 50866 members 
Entering Unmasked Estep 
Score: -7566850.000000 Penalty: 3271.163818
	Iteration 76Q: 3 clusters Score -7566850 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 50872 members 
Entering Unmasked Estep 
Score: -7566845.500000 Penalty: 3271.163818
	Iteration 77Q: 3 clusters Score -7566846 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 50881 members 
Entering Unmasked Estep 
Score: -7566850.500000 Penalty: 3271.163818
	Iteration 78Q: 3 clusters Score -7566850 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 50890 members 
Entering Unmasked Estep 
Score: -7566855.500000 Penalty: 3271.163818
	Iteration 79Q: 3 clusters Score -7566856 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 50899 members 
Entering Unmasked Estep 
Score: -7566859.500000 Penalty: 3271.163818
	Iteration 80F: 3 clusters Score -7566860 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 50914 members 
Entering Unmasked Estep 
Score: -7566857.500000 Penalty: 3271.163818
	Iteration 81Q: 3 clusters Score -7566858 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 50921 members 
Entering Unmasked Estep 
Score: -7566870.000000 Penalty: 3271.163818
	Iteration 82Q: 3 clusters Score -7566870 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 50929 members 
Entering Unmasked Estep 
Score: -7566868.500000 Penalty: 3271.163818
	Iteration 83Q: 3 clusters Score -7566868 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 50938 members 
Entering Unmasked Estep 
Score: -7566867.500000 Penalty: 3271.163818
	Iteration 84Q: 3 clusters Score -7566868 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 50940 members 
Entering Unmasked Estep 
Score: -7566877.500000 Penalty: 3271.163818
	Iteration 85Q: 3 clusters Score -7566878 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 50940 members 
Entering Unmasked Estep 
Score: -7566884.500000 Penalty: 3271.163818
	Iteration 86Q: 3 clusters Score -7566884 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 50941 members 
Entering Unmasked Estep 
Score: -7566880.500000 Penalty: 3271.163818
	Iteration 87Q: 3 clusters Score -7566880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 50943 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7566884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 50944 members 
Entering Unmasked Estep 
Score: -7566881.500000 Penalty: 3271.163818
	Iteration 89Q: 3 clusters Score -7566882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 50948 members 
Entering Unmasked Estep 
Score: -7566875.500000 Penalty: 3271.163818
	Iteration 90Q: 3 clusters Score -7566876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 50946 members 
Entering Unmasked Estep 
Score: -7566883.000000 Penalty: 3271.163818
	Iteration 91Q: 3 clusters Score -7566883 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 50952 members 
Entering Unmasked Estep 
Score: -7566877.000000 Penalty: 3271.163818
	Iteration 92Q: 3 clusters Score -7566877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 50955 members 
Entering Unmasked Estep 
Score: -7566877.500000 Penalty: 3271.163818
	Iteration 93Q: 3 clusters Score -7566878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 50955 members 
Entering Unmasked Estep 
Score: -7566878.500000 Penalty: 3271.163818
	Iteration 94Q: 3 clusters Score -7566878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 50956 members 
Entering Unmasked Estep 
Score: -7566880.000000 Penalty: 3271.163818
	Iteration 95Q: 3 clusters Score -7566880 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8429 members 
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Entering Unmasked Estep 
Score: -7566879.500000 Penalty: 3271.163818
	Iteration 96Q: 3 clusters Score -7566880 nChanged 0
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Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 50957 members 
Entering Unmasked Estep 
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	Iteration 97F: 3 clusters Score -7566880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (29454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29454 members 
Entering Unmasked Estep 
Score: -3609871.750000 Penalty: 1531.239014
	Iteration 0F: 2 clusters Score -3609872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -3590784.500000 Penalty: 3062.478027
	Iteration 0F: 3 clusters Score -3590784 nChanged 13215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -3598141.500000 Penalty: 3062.478027
	Iteration 1F: 3 clusters Score -3598142 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -3598934 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -3599820.000000 Penalty: 3062.478027
	Iteration 3F: 3 clusters Score -3599820 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -3600872.000000 Penalty: 3062.478027
	Iteration 4F: 3 clusters Score -3600872 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 21566 members 
Entering Unmasked Estep 
Score: -3602057.000000 Penalty: 3062.478027
	Iteration 5F: 3 clusters Score -3602057 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 23364 members 
Entering Unmasked Estep 
Score: -3603489.750000 Penalty: 3062.478027
	Iteration 6F: 3 clusters Score -3603490 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 25115 members 
Entering Unmasked Estep 
Score: -3604978.500000 Penalty: 3062.478027
	Iteration 7F: 3 clusters Score -3604978 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 26587 members 
Entering Unmasked Estep 
Score: -3606343.250000 Penalty: 3062.478027
	Iteration 8F: 3 clusters Score -3606343 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 27643 members 
Entering Unmasked Estep 
Score: -3607300.250000 Penalty: 3062.478027
	Iteration 9Q: 3 clusters Score -3607300 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 28265 members 
Entering Unmasked Estep 
Score: -3607909.250000 Penalty: 3062.478027
	Iteration 10Q: 3 clusters Score -3607909 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 28609 members 
Entering Unmasked Estep 
Score: -3608202.250000 Penalty: 3062.478027
	Iteration 11Q: 3 clusters Score -3608202 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 28784 members 
Entering Unmasked Estep 
Score: -3608369.250000 Penalty: 3062.478027
	Iteration 12Q: 3 clusters Score -3608369 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 28890 members 
Entering Unmasked Estep 
Score: -3608473.000000 Penalty: 3062.478027
	Iteration 13Q: 3 clusters Score -3608473 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 28960 members 
Entering Unmasked Estep 
Score: -3608550.750000 Penalty: 3062.478027
	Iteration 14Q: 3 clusters Score -3608551 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 28996 members 
Entering Unmasked Estep 
Score: -3608586.750000 Penalty: 3062.478027
	Iteration 15Q: 3 clusters Score -3608587 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 29025 members 
Entering Unmasked Estep 
Score: -3608621.000000 Penalty: 3062.478027
	Iteration 16Q: 3 clusters Score -3608621 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 29051 members 
Entering Unmasked Estep 
Score: -3608652.750000 Penalty: 3062.478027
	Iteration 17Q: 3 clusters Score -3608653 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 29060 members 
Entering Unmasked Estep 
Score: -3608663.750000 Penalty: 3062.478027
	Iteration 18Q: 3 clusters Score -3608664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 29071 members 
Entering Unmasked Estep 
Score: -3608678.500000 Penalty: 3062.478027
	Iteration 19Q: 3 clusters Score -3608678 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 29077 members 
Entering Unmasked Estep 
Score: -3608698.000000 Penalty: 3062.478027
	Iteration 20F: 3 clusters Score -3608698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 29088 members 
Entering Unmasked Estep 
Score: -3608714.000000 Penalty: 3062.478027
	Iteration 21Q: 3 clusters Score -3608714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 29096 members 
Entering Unmasked Estep 
Score: -3608723.250000 Penalty: 3062.478027
	Iteration 22Q: 3 clusters Score -3608723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 29100 members 
Entering Unmasked Estep 
Score: -3608729.000000 Penalty: 3062.478027
	Iteration 23Q: 3 clusters Score -3608729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 29100 members 
Entering Unmasked Estep 
Score: -3608733.500000 Penalty: 3062.478027
	Iteration 24Q: 3 clusters Score -3608734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 29099 members 
Entering Unmasked Estep 
Score: -3608732.500000 Penalty: 3062.478027
	Iteration 25Q: 3 clusters Score -3608732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 29101 members 
Entering Unmasked Estep 
Score: -3608733.250000 Penalty: 3062.478027
	Iteration 26Q: 3 clusters Score -3608733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 29100 members 
Entering Unmasked Estep 
Score: -3608735.750000 Penalty: 3062.478027
	Iteration 27Q: 3 clusters Score -3608736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 29100 members 
Entering Unmasked Estep 
Score: -3608735.750000 Penalty: 3062.478027
	Iteration 28F: 3 clusters Score -3608736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (31049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31049 members 
Entering Unmasked Estep 
Score: -3938394.500000 Penalty: 1539.086304
	Iteration 0F: 2 clusters Score -3938394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -3918233.750000 Penalty: 3078.172607
	Iteration 0F: 3 clusters Score -3918234 nChanged 13953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -3926012.750000 Penalty: 3078.172607
	Iteration 1F: 3 clusters Score -3926013 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -3926588.750000 Penalty: 3078.172607
	Iteration 2Q: 3 clusters Score -3926589 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -3927215.500000 Penalty: 3078.172607
	Iteration 3Q: 3 clusters Score -3927216 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -3927922.500000 Penalty: 3078.172607
	Iteration 4Q: 3 clusters Score -3927922 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -3928795.000000 Penalty: 3078.172607
	Iteration 5F: 3 clusters Score -3928795 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 20382 members 
Entering Unmasked Estep 
Score: -3929744.750000 Penalty: 3078.172607
	Iteration 6F: 3 clusters Score -3929745 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 21754 members 
Entering Unmasked Estep 
Score: -3930786.500000 Penalty: 3078.172607
	Iteration 7F: 3 clusters Score -3930786 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 23259 members 
Entering Unmasked Estep 
Score: -3931873.750000 Penalty: 3078.172607
	Iteration 8F: 3 clusters Score -3931874 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 24746 members 
Entering Unmasked Estep 
Score: -3932906.750000 Penalty: 3078.172607
	Iteration 9F: 3 clusters Score -3932907 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 26071 members 
Entering Unmasked Estep 
Score: -3933785.500000 Penalty: 3078.172607
	Iteration 10Q: 3 clusters Score -3933786 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 27259 members 
Entering Unmasked Estep 
Score: -3934596.500000 Penalty: 3078.172607
	Iteration 11Q: 3 clusters Score -3934596 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 28232 members 
Entering Unmasked Estep 
Score: -3935262.500000 Penalty: 3078.172607
	Iteration 12Q: 3 clusters Score -3935262 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 28965 members 
Entering Unmasked Estep 
Score: -3935798.500000 Penalty: 3078.172607
	Iteration 13Q: 3 clusters Score -3935798 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 29569 members 
Entering Unmasked Estep 
Score: -3936256.250000 Penalty: 3078.172607
	Iteration 14Q: 3 clusters Score -3936256 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 29957 members 
Entering Unmasked Estep 
Score: -3936557.250000 Penalty: 3078.172607
	Iteration 15Q: 3 clusters Score -3936557 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 30191 members 
Entering Unmasked Estep 
Score: -3936752.250000 Penalty: 3078.172607
	Iteration 16Q: 3 clusters Score -3936752 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 30331 members 
Entering Unmasked Estep 
Score: -3936884.000000 Penalty: 3078.172607
	Iteration 17Q: 3 clusters Score -3936884 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 30423 members 
Entering Unmasked Estep 
Score: -3936960.250000 Penalty: 3078.172607
	Iteration 18Q: 3 clusters Score -3936960 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 30487 members 
Entering Unmasked Estep 
Score: -3937020.500000 Penalty: 3078.172607
	Iteration 19Q: 3 clusters Score -3937020 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 30517 members 
Entering Unmasked Estep 
Score: -3937036.500000 Penalty: 3078.172607
	Iteration 20F: 3 clusters Score -3937036 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 30537 members 
Entering Unmasked Estep 
Score: -3937060.250000 Penalty: 3078.172607
	Iteration 21Q: 3 clusters Score -3937060 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 30556 members 
Entering Unmasked Estep 
Score: -3937084.750000 Penalty: 3078.172607
	Iteration 22Q: 3 clusters Score -3937085 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 30575 members 
Entering Unmasked Estep 
Score: -3937112.000000 Penalty: 3078.172607
	Iteration 23Q: 3 clusters Score -3937112 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 30595 members 
Entering Unmasked Estep 
Score: -3937134.500000 Penalty: 3078.172607
	Iteration 24Q: 3 clusters Score -3937134 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 30604 members 
Entering Unmasked Estep 
Score: -3937143.250000 Penalty: 3078.172607
	Iteration 25Q: 3 clusters Score -3937143 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 30614 members 
Entering Unmasked Estep 
Score: -3937150.750000 Penalty: 3078.172607
	Iteration 26Q: 3 clusters Score -3937151 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 30624 members 
Entering Unmasked Estep 
Score: -3937161.000000 Penalty: 3078.172607
	Iteration 27Q: 3 clusters Score -3937161 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 30632 members 
Entering Unmasked Estep 
Score: -3937163.500000 Penalty: 3078.172607
	Iteration 28Q: 3 clusters Score -3937164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 30639 members 
Entering Unmasked Estep 
Score: -3937175.000000 Penalty: 3078.172607
	Iteration 29Q: 3 clusters Score -3937175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 30643 members 
Entering Unmasked Estep 
Score: -3937181.000000 Penalty: 3078.172607
	Iteration 30Q: 3 clusters Score -3937181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 30646 members 
Entering Unmasked Estep 
Score: -3937181.750000 Penalty: 3078.172607
	Iteration 31Q: 3 clusters Score -3937182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 30649 members 
Entering Unmasked Estep 
Score: -3937185.750000 Penalty: 3078.172607
	Iteration 32Q: 3 clusters Score -3937186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 30648 members 
Entering Unmasked Estep 
Score: -3937188.250000 Penalty: 3078.172607
	Iteration 33Q: 3 clusters Score -3937188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 30648 members 
Entering Unmasked Estep 
Score: -3937188.250000 Penalty: 3078.172607
	Iteration 34F: 3 clusters Score -3937188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Entering Unmasked Estep 
Score: -654490.812500 Penalty: 1283.875854
	Iteration 0F: 2 clusters Score -654490.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -650467.875000 Penalty: 2567.751709
	Iteration 0F: 3 clusters Score -650467.9 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -651651.750000 Penalty: 2567.751709
	Iteration 1F: 3 clusters Score -651651.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -651887.625000 Penalty: 2567.751709
	Iteration 2F: 3 clusters Score -651887.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -652043.062500 Penalty: 2567.751709
	Iteration 3F: 3 clusters Score -652043.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -652158.625000 Penalty: 2567.751709
	Iteration 4Q: 3 clusters Score -652158.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -652256.500000 Penalty: 2567.751709
	Iteration 5Q: 3 clusters Score -652256.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -652350.437500 Penalty: 2567.751709
	Iteration 6Q: 3 clusters Score -652350.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -652429.812500 Penalty: 2567.751709
	Iteration 7Q: 3 clusters Score -652429.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -652504.250000 Penalty: 2567.751709
	Iteration 8Q: 3 clusters Score -652504.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -652562.437500 Penalty: 2567.751709
	Iteration 9Q: 3 clusters Score -652562.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -652619.812500 Penalty: 2567.751709
	Iteration 10Q: 3 clusters Score -652619.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -652676.562500 Penalty: 2567.751709
	Iteration 11Q: 3 clusters Score -652676.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -652732.937500 Penalty: 2567.751709
	Iteration 12Q: 3 clusters Score -652732.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -652797.937500 Penalty: 2567.751709
	Iteration 13Q: 3 clusters Score -652797.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -652862.312500 Penalty: 2567.751709
	Iteration 14Q: 3 clusters Score -652862.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -652934.312500 Penalty: 2567.751709
	Iteration 15Q: 3 clusters Score -652934.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -653015.375000 Penalty: 2567.751709
	Iteration 16Q: 3 clusters Score -653015.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -653082.312500 Penalty: 2567.751709
	Iteration 17Q: 3 clusters Score -653082.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -653156.750000 Penalty: 2567.751709
	Iteration 18Q: 3 clusters Score -653156.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -653250.187500 Penalty: 2567.751709
	Iteration 19Q: 3 clusters Score -653250.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -653351.437500 Penalty: 2567.751709
	Iteration 20F: 3 clusters Score -653351.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -653451.625000 Penalty: 2567.751709
	Iteration 21Q: 3 clusters Score -653451.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -653548.250000 Penalty: 2567.751709
	Iteration 22Q: 3 clusters Score -653548.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -653633.687500 Penalty: 2567.751709
	Iteration 23Q: 3 clusters Score -653633.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -653705.625000 Penalty: 2567.751709
	Iteration 24Q: 3 clusters Score -653705.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -653764.250000 Penalty: 2567.751709
	Iteration 25Q: 3 clusters Score -653764.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -653810.625000 Penalty: 2567.751709
	Iteration 26Q: 3 clusters Score -653810.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -653845.187500 Penalty: 2567.751709
	Iteration 27Q: 3 clusters Score -653845.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -653870.062500 Penalty: 2567.751709
	Iteration 28Q: 3 clusters Score -653870.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -653888.187500 Penalty: 2567.751709
	Iteration 29Q: 3 clusters Score -653888.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -653903.000000 Penalty: 2567.751709
	Iteration 30Q: 3 clusters Score -653903 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -653913.062500 Penalty: 2567.751709
	Iteration 31Q: 3 clusters Score -653913.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -653923.250000 Penalty: 2567.751709
	Iteration 32Q: 3 clusters Score -653923.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -653930.937500 Penalty: 2567.751709
	Iteration 33Q: 3 clusters Score -653930.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -653936.062500 Penalty: 2567.751709
	Iteration 34Q: 3 clusters Score -653936.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -653938.812500 Penalty: 2567.751709
	Iteration 35Q: 3 clusters Score -653938.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -653941.875000 Penalty: 2567.751709
	Iteration 36Q: 3 clusters Score -653941.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -653945.562500 Penalty: 2567.751709
	Iteration 37Q: 3 clusters Score -653945.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -653947.062500 Penalty: 2567.751709
	Iteration 38Q: 3 clusters Score -653947.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -653950.625000 Penalty: 2567.751709
	Iteration 39Q: 3 clusters Score -653950.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -653953.250000 Penalty: 2567.751709
	Iteration 40F: 3 clusters Score -653953.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -653956.125000 Penalty: 2567.751709
	Iteration 41Q: 3 clusters Score -653956.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -653956.187500 Penalty: 2567.751709
	Iteration 42Q: 3 clusters Score -653956.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -653960.187500 Penalty: 2567.751709
	Iteration 43Q: 3 clusters Score -653960.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -653961.875000 Penalty: 2567.751709
	Iteration 44Q: 3 clusters Score -653961.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -653963.187500 Penalty: 2567.751709
	Iteration 45Q: 3 clusters Score -653963.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -653964.250000 Penalty: 2567.751709
	Iteration 46Q: 3 clusters Score -653964.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -653966.937500 Penalty: 2567.751709
	Iteration 47Q: 3 clusters Score -653966.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -653969.562500 Penalty: 2567.751709
	Iteration 48Q: 3 clusters Score -653969.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -653974.000000 Penalty: 2567.751709
	Iteration 49Q: 3 clusters Score -653974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -653974.562500 Penalty: 2567.751709
	Iteration 50Q: 3 clusters Score -653974.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -653974.937500 Penalty: 2567.751709
	Iteration 51Q: 3 clusters Score -653974.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -653976.125000 Penalty: 2567.751709
	Iteration 52Q: 3 clusters Score -653976.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -653976.562500 Penalty: 2567.751709
	Iteration 53Q: 3 clusters Score -653976.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -653978.125000 Penalty: 2567.751709
	Iteration 54Q: 3 clusters Score -653978.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -653977.625000 Penalty: 2567.751709
	Iteration 55Q: 3 clusters Score -653977.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -653977.625000 Penalty: 2567.751709
	Iteration 56F: 3 clusters Score -653977.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (48327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48327 members 
Entering Unmasked Estep 
Score: -6162418.000000 Penalty: 1604.918945
	Iteration 0F: 2 clusters Score -6162418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24209 members 
Mstep: Class 2 contains 24118 members 
Entering Unmasked Estep 
Score: -6131506.000000 Penalty: 3209.837891
	Iteration 0F: 3 clusters Score -6131506 nChanged 22301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24108 members 
Mstep: Class 2 contains 24219 members 
Entering Unmasked Estep 
Score: -6143806.500000 Penalty: 3209.837891
	Iteration 1F: 3 clusters Score -6143806 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24035 members 
Mstep: Class 2 contains 24292 members 
Entering Unmasked Estep 
Score: -6144258.000000 Penalty: 3209.837891
	Iteration 2Q: 3 clusters Score -6144258 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23969 members 
Mstep: Class 2 contains 24358 members 
Entering Unmasked Estep 
Score: -6144705.000000 Penalty: 3209.837891
	Iteration 3Q: 3 clusters Score -6144705 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23943 members 
Mstep: Class 2 contains 24384 members 
Entering Unmasked Estep 
Score: -6145164.000000 Penalty: 3209.837891
	Iteration 4Q: 3 clusters Score -6145164 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23957 members 
Mstep: Class 2 contains 24370 members 
Entering Unmasked Estep 
Score: -6145556.000000 Penalty: 3209.837891
	Iteration 5Q: 3 clusters Score -6145556 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23954 members 
Mstep: Class 2 contains 24373 members 
Entering Unmasked Estep 
Score: -6145975.500000 Penalty: 3209.837891
	Iteration 6Q: 3 clusters Score -6145976 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23913 members 
Mstep: Class 2 contains 24414 members 
Entering Unmasked Estep 
Score: -6146316.000000 Penalty: 3209.837891
	Iteration 7Q: 3 clusters Score -6146316 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23859 members 
Mstep: Class 2 contains 24468 members 
Entering Unmasked Estep 
Score: -6146712.500000 Penalty: 3209.837891
	Iteration 8Q: 3 clusters Score -6146712 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 24523 members 
Entering Unmasked Estep 
Score: -6147224.000000 Penalty: 3209.837891
	Iteration 9Q: 3 clusters Score -6147224 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 24560 members 
Entering Unmasked Estep 
Score: -6147770.000000 Penalty: 3209.837891
	Iteration 10Q: 3 clusters Score -6147770 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 24634 members 
Entering Unmasked Estep 
Score: -6148459.000000 Penalty: 3209.837891
	Iteration 11Q: 3 clusters Score -6148459 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23597 members 
Mstep: Class 2 contains 24730 members 
Entering Unmasked Estep 
Score: -6149273.000000 Penalty: 3209.837891
	Iteration 12Q: 3 clusters Score -6149273 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23369 members 
Mstep: Class 2 contains 24958 members 
Entering Unmasked Estep 
Score: -6150122.500000 Penalty: 3209.837891
	Iteration 13Q: 3 clusters Score -6150122 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23032 members 
Mstep: Class 2 contains 25295 members 
Entering Unmasked Estep 
Score: -6151014.500000 Penalty: 3209.837891
	Iteration 14Q: 3 clusters Score -6151014 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 25803 members 
Entering Unmasked Estep 
Score: -6151775.500000 Penalty: 3209.837891
	Iteration 15Q: 3 clusters Score -6151776 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21980 members 
Mstep: Class 2 contains 26347 members 
Entering Unmasked Estep 
Score: -6152443.500000 Penalty: 3209.837891
	Iteration 16Q: 3 clusters Score -6152444 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 26889 members 
Entering Unmasked Estep 
Score: -6153023.000000 Penalty: 3209.837891
	Iteration 17Q: 3 clusters Score -6153023 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 27373 members 
Entering Unmasked Estep 
Score: -6153491.500000 Penalty: 3209.837891
	Iteration 18Q: 3 clusters Score -6153492 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 27772 members 
Entering Unmasked Estep 
Score: -6153848.500000 Penalty: 3209.837891
	Iteration 19Q: 3 clusters Score -6153848 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 28126 members 
Entering Unmasked Estep 
Score: -6154135.500000 Penalty: 3209.837891
	Iteration 20F: 3 clusters Score -6154136 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 28423 members 
Entering Unmasked Estep 
Score: -6154361.000000 Penalty: 3209.837891
	Iteration 21Q: 3 clusters Score -6154361 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19616 members 
Mstep: Class 2 contains 28711 members 
Entering Unmasked Estep 
Score: -6154511.500000 Penalty: 3209.837891
	Iteration 22Q: 3 clusters Score -6154512 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 28946 members 
Entering Unmasked Estep 
Score: -6154593.500000 Penalty: 3209.837891
	Iteration 23Q: 3 clusters Score -6154594 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 29141 members 
Entering Unmasked Estep 
Score: -6154712.000000 Penalty: 3209.837891
	Iteration 24Q: 3 clusters Score -6154712 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 29287 members 
Entering Unmasked Estep 
Score: -6154772.500000 Penalty: 3209.837891
	Iteration 25Q: 3 clusters Score -6154772 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 2 contains 29424 members 
Entering Unmasked Estep 
Score: -6154795.000000 Penalty: 3209.837891
	Iteration 26Q: 3 clusters Score -6154795 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 29562 members 
Entering Unmasked Estep 
Score: -6154822.000000 Penalty: 3209.837891
	Iteration 27Q: 3 clusters Score -6154822 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 29709 members 
Entering Unmasked Estep 
Score: -6154852.500000 Penalty: 3209.837891
	Iteration 28Q: 3 clusters Score -6154852 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 29882 members 
Entering Unmasked Estep 
Score: -6154889.000000 Penalty: 3209.837891
	Iteration 29Q: 3 clusters Score -6154889 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 30043 members 
Entering Unmasked Estep 
Score: -6154907.500000 Penalty: 3209.837891
	Iteration 30Q: 3 clusters Score -6154908 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 30181 members 
Entering Unmasked Estep 
Score: -6154913.000000 Penalty: 3209.837891
	Iteration 31Q: 3 clusters Score -6154913 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 30318 members 
Entering Unmasked Estep 
Score: -6154924.500000 Penalty: 3209.837891
	Iteration 32Q: 3 clusters Score -6154924 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 30455 members 
Entering Unmasked Estep 
Score: -6154951.500000 Penalty: 3209.837891
	Iteration 33Q: 3 clusters Score -6154952 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 30603 members 
Entering Unmasked Estep 
Score: -6154965.000000 Penalty: 3209.837891
	Iteration 34Q: 3 clusters Score -6154965 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 30753 members 
Entering Unmasked Estep 
Score: -6154994.500000 Penalty: 3209.837891
	Iteration 35Q: 3 clusters Score -6154994 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 30920 members 
Entering Unmasked Estep 
Score: -6155004.000000 Penalty: 3209.837891
	Iteration 36Q: 3 clusters Score -6155004 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 31129 members 
Entering Unmasked Estep 
Score: -6155057.500000 Penalty: 3209.837891
	Iteration 37Q: 3 clusters Score -6155058 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 31355 members 
Entering Unmasked Estep 
Score: -6155091.500000 Penalty: 3209.837891
	Iteration 38Q: 3 clusters Score -6155092 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 31628 members 
Entering Unmasked Estep 
Score: -6155139.500000 Penalty: 3209.837891
	Iteration 39Q: 3 clusters Score -6155140 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 31899 members 
Entering Unmasked Estep 
Score: -6155181.000000 Penalty: 3209.837891
	Iteration 40F: 3 clusters Score -6155181 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 32175 members 
Entering Unmasked Estep 
Score: -6155240.000000 Penalty: 3209.837891
	Iteration 41Q: 3 clusters Score -6155240 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 32500 members 
Entering Unmasked Estep 
Score: -6155300.000000 Penalty: 3209.837891
	Iteration 42Q: 3 clusters Score -6155300 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 32870 members 
Entering Unmasked Estep 
Score: -6155370.500000 Penalty: 3209.837891
	Iteration 43Q: 3 clusters Score -6155370 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 33265 members 
Entering Unmasked Estep 
Score: -6155432.000000 Penalty: 3209.837891
	Iteration 44Q: 3 clusters Score -6155432 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 33688 members 
Entering Unmasked Estep 
Score: -6155536.500000 Penalty: 3209.837891
	Iteration 45Q: 3 clusters Score -6155536 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 34120 members 
Entering Unmasked Estep 
Score: -6155645.500000 Penalty: 3209.837891
	Iteration 46Q: 3 clusters Score -6155646 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 34593 members 
Entering Unmasked Estep 
Score: -6155729.000000 Penalty: 3209.837891
	Iteration 47Q: 3 clusters Score -6155729 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 35074 members 
Entering Unmasked Estep 
Score: -6155832.000000 Penalty: 3209.837891
	Iteration 48Q: 3 clusters Score -6155832 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 35579 members 
Entering Unmasked Estep 
Score: -6155983.500000 Penalty: 3209.837891
	Iteration 49Q: 3 clusters Score -6155984 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 36159 members 
Entering Unmasked Estep 
Score: -6156111.000000 Penalty: 3209.837891
	Iteration 50Q: 3 clusters Score -6156111 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 36737 members 
Entering Unmasked Estep 
Score: -6156277.500000 Penalty: 3209.837891
	Iteration 51Q: 3 clusters Score -6156278 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 37322 members 
Entering Unmasked Estep 
Score: -6156442.000000 Penalty: 3209.837891
	Iteration 52Q: 3 clusters Score -6156442 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 37964 members 
Entering Unmasked Estep 
Score: -6156641.000000 Penalty: 3209.837891
	Iteration 53Q: 3 clusters Score -6156641 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 38617 members 
Entering Unmasked Estep 
Score: -6156846.500000 Penalty: 3209.837891
	Iteration 54Q: 3 clusters Score -6156846 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 39290 members 
Entering Unmasked Estep 
Score: -6157101.000000 Penalty: 3209.837891
	Iteration 55Q: 3 clusters Score -6157101 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 40014 members 
Entering Unmasked Estep 
Score: -6157339.000000 Penalty: 3209.837891
	Iteration 56Q: 3 clusters Score -6157339 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 40773 members 
Entering Unmasked Estep 
Score: -6157620.000000 Penalty: 3209.837891
	Iteration 57Q: 3 clusters Score -6157620 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 41499 members 
Entering Unmasked Estep 
Score: -6157924.500000 Penalty: 3209.837891
	Iteration 58Q: 3 clusters Score -6157924 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 42269 members 
Entering Unmasked Estep 
Score: -6158253.500000 Penalty: 3209.837891
	Iteration 59Q: 3 clusters Score -6158254 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 43091 members 
Entering Unmasked Estep 
Score: -6158702.500000 Penalty: 3209.837891
	Iteration 60F: 3 clusters Score -6158702 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 43890 members 
Entering Unmasked Estep 
Score: -6159222.000000 Penalty: 3209.837891
	Iteration 61Q: 3 clusters Score -6159222 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 44648 members 
Entering Unmasked Estep 
Score: -6159729.500000 Penalty: 3209.837891
	Iteration 62Q: 3 clusters Score -6159730 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 45334 members 
Entering Unmasked Estep 
Score: -6160225.000000 Penalty: 3209.837891
	Iteration 63Q: 3 clusters Score -6160225 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 45833 members 
Entering Unmasked Estep 
Score: -6160588.000000 Penalty: 3209.837891
	Iteration 64Q: 3 clusters Score -6160588 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 46203 members 
Entering Unmasked Estep 
Score: -6160911.000000 Penalty: 3209.837891
	Iteration 65Q: 3 clusters Score -6160911 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 46440 members 
Entering Unmasked Estep 
Score: -6161120.500000 Penalty: 3209.837891
	Iteration 66Q: 3 clusters Score -6161120 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 46613 members 
Entering Unmasked Estep 
Score: -6161238.000000 Penalty: 3209.837891
	Iteration 67Q: 3 clusters Score -6161238 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 46747 members 
Entering Unmasked Estep 
Score: -6161335.000000 Penalty: 3209.837891
	Iteration 68Q: 3 clusters Score -6161335 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 46836 members 
Entering Unmasked Estep 
Score: -6161400.500000 Penalty: 3209.837891
	Iteration 69Q: 3 clusters Score -6161400 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 46907 members 
Entering Unmasked Estep 
Score: -6161460.500000 Penalty: 3209.837891
	Iteration 70Q: 3 clusters Score -6161460 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 46967 members 
Entering Unmasked Estep 
Score: -6161503.000000 Penalty: 3209.837891
	Iteration 71Q: 3 clusters Score -6161503 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 47003 members 
Entering Unmasked Estep 
Score: -6161546.000000 Penalty: 3209.837891
	Iteration 72Q: 3 clusters Score -6161546 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 47041 members 
Entering Unmasked Estep 
Score: -6161566.000000 Penalty: 3209.837891
	Iteration 73Q: 3 clusters Score -6161566 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 47052 members 
Entering Unmasked Estep 
Score: -6161581.000000 Penalty: 3209.837891
	Iteration 74Q: 3 clusters Score -6161581 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 47071 members 
Entering Unmasked Estep 
Score: -6161597.500000 Penalty: 3209.837891
	Iteration 75Q: 3 clusters Score -6161598 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 47078 members 
Entering Unmasked Estep 
Score: -6161612.500000 Penalty: 3209.837891
	Iteration 76Q: 3 clusters Score -6161612 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 47087 members 
Entering Unmasked Estep 
Score: -6161617.500000 Penalty: 3209.837891
	Iteration 77Q: 3 clusters Score -6161618 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 47097 members 
Entering Unmasked Estep 
Score: -6161635.500000 Penalty: 3209.837891
	Iteration 78Q: 3 clusters Score -6161636 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 47100 members 
Entering Unmasked Estep 
Score: -6161641.500000 Penalty: 3209.837891
	Iteration 79Q: 3 clusters Score -6161642 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 47108 members 
Entering Unmasked Estep 
Score: -6161652.500000 Penalty: 3209.837891
	Iteration 80F: 3 clusters Score -6161652 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 47105 members 
Entering Unmasked Estep 
Score: -6161653.500000 Penalty: 3209.837891
	Iteration 81Q: 3 clusters Score -6161654 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 47109 members 
Entering Unmasked Estep 
Score: -6161664.500000 Penalty: 3209.837891
	Iteration 82Q: 3 clusters Score -6161664 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 47122 members 
Entering Unmasked Estep 
Score: -6161682.500000 Penalty: 3209.837891
	Iteration 83Q: 3 clusters Score -6161682 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 47128 members 
Entering Unmasked Estep 
Score: -6161685.000000 Penalty: 3209.837891
	Iteration 84Q: 3 clusters Score -6161685 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 47127 members 
Entering Unmasked Estep 
Score: -6161696.000000 Penalty: 3209.837891
	Iteration 85Q: 3 clusters Score -6161696 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 47130 members 
Entering Unmasked Estep 
Score: -6161697.000000 Penalty: 3209.837891
	Iteration 86Q: 3 clusters Score -6161697 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 47131 members 
Entering Unmasked Estep 
Score: -6161703.500000 Penalty: 3209.837891
	Iteration 87Q: 3 clusters Score -6161704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 47134 members 
Entering Unmasked Estep 
Score: -6161711.500000 Penalty: 3209.837891
	Iteration 88Q: 3 clusters Score -6161712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 47136 members 
Entering Unmasked Estep 
Score: -6161717.000000 Penalty: 3209.837891
	Iteration 89Q: 3 clusters Score -6161717 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 47141 members 
Entering Unmasked Estep 
Score: -6161726.500000 Penalty: 3209.837891
	Iteration 90Q: 3 clusters Score -6161726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 47141 members 
Entering Unmasked Estep 
Score: -6161725.500000 Penalty: 3209.837891
	Iteration 91Q: 3 clusters Score -6161726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 47143 members 
Entering Unmasked Estep 
Score: -6161727.500000 Penalty: 3209.837891
	Iteration 92Q: 3 clusters Score -6161728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 47148 members 
Entering Unmasked Estep 
Score: -6161725.500000 Penalty: 3209.837891
	Iteration 93Q: 3 clusters Score -6161726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 47150 members 
Entering Unmasked Estep 
Score: -6161725.500000 Penalty: 3209.837891
	Iteration 94Q: 3 clusters Score -6161726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 47153 members 
Entering Unmasked Estep 
Score: -6161730.000000 Penalty: 3209.837891
	Iteration 95Q: 3 clusters Score -6161730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 47153 members 
Entering Unmasked Estep 
Score: -6161728.500000 Penalty: 3209.837891
	Iteration 96Q: 3 clusters Score -6161728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 47153 members 
Entering Unmasked Estep 
Score: -6161730.000000 Penalty: 3209.837891
	Iteration 97Q: 3 clusters Score -6161730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 47154 members 
Entering Unmasked Estep 
Score: -6161730.000000 Penalty: 3209.837891
	Iteration 98Q: 3 clusters Score -6161730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 47155 members 
Entering Unmasked Estep 
Score: -6161737.000000 Penalty: 3209.837891
	Iteration 99Q: 3 clusters Score -6161737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 47154 members 
Entering Unmasked Estep 
Score: -6161737.000000 Penalty: 3209.837891
	Iteration 100F: 3 clusters Score -6161737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 47155 members 
Entering Unmasked Estep 
Score: -6161733.500000 Penalty: 3209.837891
	Iteration 101Q: 3 clusters Score -6161734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 47156 members 
Entering Unmasked Estep 
Score: -6161740.000000 Penalty: 3209.837891
	Iteration 102Q: 3 clusters Score -6161740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 47157 members 
Entering Unmasked Estep 
Score: -6161742.000000 Penalty: 3209.837891
	Iteration 103Q: 3 clusters Score -6161742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 47158 members 
Entering Unmasked Estep 
Score: -6161741.500000 Penalty: 3209.837891
	Iteration 104Q: 3 clusters Score -6161742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 47157 members 
Entering Unmasked Estep 
Score: -6161745.000000 Penalty: 3209.837891
	Iteration 105Q: 3 clusters Score -6161745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 47157 members 
Entering Unmasked Estep 
Score: -6161745.000000 Penalty: 3209.837891
	Iteration 106F: 3 clusters Score -6161745 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (21717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21717 members 
Entering Unmasked Estep 
Score: -2759652.750000 Penalty: 1485.894531
	Iteration 0F: 2 clusters Score -2759653 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -2745534.750000 Penalty: 2971.789062
	Iteration 0F: 3 clusters Score -2745535 nChanged 9533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -2750476.250000 Penalty: 2971.789062
	Iteration 1F: 3 clusters Score -2750476 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -2750847.500000 Penalty: 2971.789062
	Iteration 2F: 3 clusters Score -2750848 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -2751158.500000 Penalty: 2971.789062
	Iteration 3Q: 3 clusters Score -2751158 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -2751438.000000 Penalty: 2971.789062
	Iteration 4Q: 3 clusters Score -2751438 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -2751723.000000 Penalty: 2971.789062
	Iteration 5Q: 3 clusters Score -2751723 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -2752019.250000 Penalty: 2971.789062
	Iteration 6Q: 3 clusters Score -2752019 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -2752411.500000 Penalty: 2971.789062
	Iteration 7Q: 3 clusters Score -2752412 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -2752924.000000 Penalty: 2971.789062
	Iteration 8Q: 3 clusters Score -2752924 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -2753664.000000 Penalty: 2971.789062
	Iteration 9F: 3 clusters Score -2753664 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -2754635.500000 Penalty: 2971.789062
	Iteration 10F: 3 clusters Score -2754636 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -2755712.250000 Penalty: 2971.789062
	Iteration 11F: 3 clusters Score -2755712 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -2756729.250000 Penalty: 2971.789062
	Iteration 12F: 3 clusters Score -2756729 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2757470.250000 Penalty: 2971.789062
	Iteration 13Q: 3 clusters Score -2757470 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20989 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2757928.750000 Penalty: 2971.789062
	Iteration 14Q: 3 clusters Score -2757929 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2758166.250000 Penalty: 2971.789062
	Iteration 15Q: 3 clusters Score -2758166 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2758291.750000 Penalty: 2971.789062
	Iteration 16Q: 3 clusters Score -2758292 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2758375.000000 Penalty: 2971.789062
	Iteration 17Q: 3 clusters Score -2758375 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21439 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2758422.000000 Penalty: 2971.789062
	Iteration 18Q: 3 clusters Score -2758422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21446 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -2758435.500000 Penalty: 2971.789062
	Iteration 19Q: 3 clusters Score -2758436 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21458 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -2758450.250000 Penalty: 2971.789062
	Iteration 20F: 3 clusters Score -2758450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -2758460.500000 Penalty: 2971.789062
	Iteration 21Q: 3 clusters Score -2758460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21465 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -2758463.750000 Penalty: 2971.789062
	Iteration 22Q: 3 clusters Score -2758464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -2758473.250000 Penalty: 2971.789062
	Iteration 23Q: 3 clusters Score -2758473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -2758477.000000 Penalty: 2971.789062
	Iteration 24Q: 3 clusters Score -2758477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21474 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -2758486.500000 Penalty: 2971.789062
	Iteration 25Q: 3 clusters Score -2758486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21480 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -2758496.750000 Penalty: 2971.789062
	Iteration 26Q: 3 clusters Score -2758497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -2758494.000000 Penalty: 2971.789062
	Iteration 27Q: 3 clusters Score -2758494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -2758496.750000 Penalty: 2971.789062
	Iteration 28Q: 3 clusters Score -2758497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21485 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -2758501.500000 Penalty: 2971.789062
	Iteration 29Q: 3 clusters Score -2758502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -2758504.000000 Penalty: 2971.789062
	Iteration 30Q: 3 clusters Score -2758504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -2758504.000000 Penalty: 2971.789062
	Iteration 31F: 3 clusters Score -2758504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Entering Unmasked Estep 
Score: -19590.000000 Penalty: 842.130920
	Iteration 0F: 2 clusters Score -19590 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 153 members 
Entering Unmasked Estep 
Score: -18951.375000 Penalty: 1684.261841
	Iteration 0F: 3 clusters Score -18951.38 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -19137.953125 Penalty: 1684.261841
	Iteration 1F: 3 clusters Score -19137.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -19209.546875 Penalty: 1684.261841
	Iteration 2F: 3 clusters Score -19209.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -19253.710938 Penalty: 1684.261841
	Iteration 3Q: 3 clusters Score -19253.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -19303.466797 Penalty: 1684.261841
	Iteration 4Q: 3 clusters Score -19303.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -19323.382812 Penalty: 1684.261841
	Iteration 5Q: 3 clusters Score -19323.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -19327.656250 Penalty: 1684.261841
	Iteration 6Q: 3 clusters Score -19327.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -19327.656250 Penalty: 1684.261841
	Iteration 7F: 3 clusters Score -19327.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Entering Unmasked Estep 
Score: -760194.562500 Penalty: 1302.431152
	Iteration 0F: 2 clusters Score -760194.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -755692.187500 Penalty: 2604.862305
	Iteration 0F: 3 clusters Score -755692.2 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -757059.500000 Penalty: 2604.862305
	Iteration 1F: 3 clusters Score -757059.5 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -757288.750000 Penalty: 2604.862305
	Iteration 2F: 3 clusters Score -757288.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -757440.687500 Penalty: 2604.862305
	Iteration 3Q: 3 clusters Score -757440.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -757543.312500 Penalty: 2604.862305
	Iteration 4Q: 3 clusters Score -757543.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -757616.125000 Penalty: 2604.862305
	Iteration 5Q: 3 clusters Score -757616.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -757687.750000 Penalty: 2604.862305
	Iteration 6Q: 3 clusters Score -757687.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -757749.500000 Penalty: 2604.862305
	Iteration 7Q: 3 clusters Score -757749.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -757790.375000 Penalty: 2604.862305
	Iteration 8Q: 3 clusters Score -757790.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -757824.312500 Penalty: 2604.862305
	Iteration 9Q: 3 clusters Score -757824.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -757857.187500 Penalty: 2604.862305
	Iteration 10Q: 3 clusters Score -757857.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -757897.062500 Penalty: 2604.862305
	Iteration 11Q: 3 clusters Score -757897.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -757928.812500 Penalty: 2604.862305
	Iteration 12Q: 3 clusters Score -757928.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -757960.312500 Penalty: 2604.862305
	Iteration 13Q: 3 clusters Score -757960.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -757992.000000 Penalty: 2604.862305
	Iteration 14Q: 3 clusters Score -757992 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -758026.000000 Penalty: 2604.862305
	Iteration 15Q: 3 clusters Score -758026 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -758063.250000 Penalty: 2604.862305
	Iteration 16Q: 3 clusters Score -758063.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -758097.687500 Penalty: 2604.862305
	Iteration 17Q: 3 clusters Score -758097.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -758133.812500 Penalty: 2604.862305
	Iteration 18Q: 3 clusters Score -758133.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -758172.562500 Penalty: 2604.862305
	Iteration 19Q: 3 clusters Score -758172.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -758217.312500 Penalty: 2604.862305
	Iteration 20F: 3 clusters Score -758217.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -758268.687500 Penalty: 2604.862305
	Iteration 21Q: 3 clusters Score -758268.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -758317.875000 Penalty: 2604.862305
	Iteration 22Q: 3 clusters Score -758317.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -758363.062500 Penalty: 2604.862305
	Iteration 23Q: 3 clusters Score -758363.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -758417.125000 Penalty: 2604.862305
	Iteration 24Q: 3 clusters Score -758417.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -758466.500000 Penalty: 2604.862305
	Iteration 25Q: 3 clusters Score -758466.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -758513.687500 Penalty: 2604.862305
	Iteration 26Q: 3 clusters Score -758513.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -758559.875000 Penalty: 2604.862305
	Iteration 27Q: 3 clusters Score -758559.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -758598.562500 Penalty: 2604.862305
	Iteration 28Q: 3 clusters Score -758598.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -758637.687500 Penalty: 2604.862305
	Iteration 29Q: 3 clusters Score -758637.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -758674.875000 Penalty: 2604.862305
	Iteration 30Q: 3 clusters Score -758674.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -758710.687500 Penalty: 2604.862305
	Iteration 31Q: 3 clusters Score -758710.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -758742.812500 Penalty: 2604.862305
	Iteration 32Q: 3 clusters Score -758742.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -758779.187500 Penalty: 2604.862305
	Iteration 33Q: 3 clusters Score -758779.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -758821.875000 Penalty: 2604.862305
	Iteration 34Q: 3 clusters Score -758821.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -758870.937500 Penalty: 2604.862305
	Iteration 35Q: 3 clusters Score -758870.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -758910.687500 Penalty: 2604.862305
	Iteration 36Q: 3 clusters Score -758910.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -758937.250000 Penalty: 2604.862305
	Iteration 37Q: 3 clusters Score -758937.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -758958.562500 Penalty: 2604.862305
	Iteration 38Q: 3 clusters Score -758958.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -758980.125000 Penalty: 2604.862305
	Iteration 39Q: 3 clusters Score -758980.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -758997.750000 Penalty: 2604.862305
	Iteration 40F: 3 clusters Score -758997.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -759019.000000 Penalty: 2604.862305
	Iteration 41Q: 3 clusters Score -759019 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -759037.375000 Penalty: 2604.862305
	Iteration 42Q: 3 clusters Score -759037.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -759051.562500 Penalty: 2604.862305
	Iteration 43Q: 3 clusters Score -759051.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -759067.812500 Penalty: 2604.862305
	Iteration 44Q: 3 clusters Score -759067.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -759081.875000 Penalty: 2604.862305
	Iteration 45Q: 3 clusters Score -759081.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -759090.500000 Penalty: 2604.862305
	Iteration 46Q: 3 clusters Score -759090.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -759100.812500 Penalty: 2604.862305
	Iteration 47Q: 3 clusters Score -759100.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -759106.750000 Penalty: 2604.862305
	Iteration 48Q: 3 clusters Score -759106.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -759113.500000 Penalty: 2604.862305
	Iteration 49Q: 3 clusters Score -759113.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -759120.500000 Penalty: 2604.862305
	Iteration 50Q: 3 clusters Score -759120.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -759122.812500 Penalty: 2604.862305
	Iteration 51Q: 3 clusters Score -759122.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -759125.562500 Penalty: 2604.862305
	Iteration 52Q: 3 clusters Score -759125.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -759128.500000 Penalty: 2604.862305
	Iteration 53Q: 3 clusters Score -759128.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -759131.312500 Penalty: 2604.862305
	Iteration 54Q: 3 clusters Score -759131.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -759134.625000 Penalty: 2604.862305
	Iteration 55Q: 3 clusters Score -759134.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -759135.625000 Penalty: 2604.862305
	Iteration 56Q: 3 clusters Score -759135.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -759136.125000 Penalty: 2604.862305
	Iteration 57Q: 3 clusters Score -759136.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -759136.125000 Penalty: 2604.862305
	Iteration 58Q: 3 clusters Score -759136.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -759136.062500 Penalty: 2604.862305
	Iteration 59Q: 3 clusters Score -759136.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -759137.250000 Penalty: 2604.862305
	Iteration 60F: 3 clusters Score -759137.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -759138.687500 Penalty: 2604.862305
	Iteration 61Q: 3 clusters Score -759138.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -759140.062500 Penalty: 2604.862305
	Iteration 62Q: 3 clusters Score -759140.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -759140.062500 Penalty: 2604.862305
	Iteration 63F: 3 clusters Score -759140.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (36300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36300 members 
Entering Unmasked Estep 
Score: -4476732.500000 Penalty: 1562.336426
	Iteration 0F: 2 clusters Score -4476732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -4453080.500000 Penalty: 3124.672852
	Iteration 0F: 3 clusters Score -4453080 nChanged 16664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -4462635.500000 Penalty: 3124.672852
	Iteration 1F: 3 clusters Score -4462636 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -4463560.000000 Penalty: 3124.672852
	Iteration 2F: 3 clusters Score -4463560 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 19936 members 
Entering Unmasked Estep 
Score: -4464667.500000 Penalty: 3124.672852
	Iteration 3F: 3 clusters Score -4464668 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -4465974.000000 Penalty: 3124.672852
	Iteration 4F: 3 clusters Score -4465974 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 21417 members 
Entering Unmasked Estep 
Score: -4467524.500000 Penalty: 3124.672852
	Iteration 5F: 3 clusters Score -4467524 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -4469179.000000 Penalty: 3124.672852
	Iteration 6F: 3 clusters Score -4469179 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 22696 members 
Entering Unmasked Estep 
Score: -4470604.500000 Penalty: 3124.672852
	Iteration 7F: 3 clusters Score -4470604 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -4471589.000000 Penalty: 3124.672852
	Iteration 8Q: 3 clusters Score -4471589 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 23108 members 
Entering Unmasked Estep 
Score: -4472082.500000 Penalty: 3124.672852
	Iteration 9Q: 3 clusters Score -4472082 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 23287 members 
Entering Unmasked Estep 
Score: -4472383.500000 Penalty: 3124.672852
	Iteration 10Q: 3 clusters Score -4472384 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 23496 members 
Entering Unmasked Estep 
Score: -4472547.500000 Penalty: 3124.672852
	Iteration 11Q: 3 clusters Score -4472548 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 23705 members 
Entering Unmasked Estep 
Score: -4472674.000000 Penalty: 3124.672852
	Iteration 12Q: 3 clusters Score -4472674 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 23879 members 
Entering Unmasked Estep 
Score: -4472761.000000 Penalty: 3124.672852
	Iteration 13Q: 3 clusters Score -4472761 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 24085 members 
Entering Unmasked Estep 
Score: -4472848.500000 Penalty: 3124.672852
	Iteration 14Q: 3 clusters Score -4472848 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 24329 members 
Entering Unmasked Estep 
Score: -4472952.000000 Penalty: 3124.672852
	Iteration 15Q: 3 clusters Score -4472952 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 24586 members 
Entering Unmasked Estep 
Score: -4473063.500000 Penalty: 3124.672852
	Iteration 16Q: 3 clusters Score -4473064 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 24847 members 
Entering Unmasked Estep 
Score: -4473163.000000 Penalty: 3124.672852
	Iteration 17Q: 3 clusters Score -4473163 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 25081 members 
Entering Unmasked Estep 
Score: -4473244.000000 Penalty: 3124.672852
	Iteration 18Q: 3 clusters Score -4473244 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 25318 members 
Entering Unmasked Estep 
Score: -4473331.000000 Penalty: 3124.672852
	Iteration 19Q: 3 clusters Score -4473331 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 25583 members 
Entering Unmasked Estep 
Score: -4473442.000000 Penalty: 3124.672852
	Iteration 20F: 3 clusters Score -4473442 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 25834 members 
Entering Unmasked Estep 
Score: -4473532.500000 Penalty: 3124.672852
	Iteration 21Q: 3 clusters Score -4473532 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 26107 members 
Entering Unmasked Estep 
Score: -4473636.500000 Penalty: 3124.672852
	Iteration 22Q: 3 clusters Score -4473636 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 26402 members 
Entering Unmasked Estep 
Score: -4473750.000000 Penalty: 3124.672852
	Iteration 23Q: 3 clusters Score -4473750 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 26687 members 
Entering Unmasked Estep 
Score: -4473873.000000 Penalty: 3124.672852
	Iteration 24Q: 3 clusters Score -4473873 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 26984 members 
Entering Unmasked Estep 
Score: -4473997.000000 Penalty: 3124.672852
	Iteration 25Q: 3 clusters Score -4473997 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 27282 members 
Entering Unmasked Estep 
Score: -4474087.500000 Penalty: 3124.672852
	Iteration 26Q: 3 clusters Score -4474088 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 27573 members 
Entering Unmasked Estep 
Score: -4474228.000000 Penalty: 3124.672852
	Iteration 27Q: 3 clusters Score -4474228 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 27859 members 
Entering Unmasked Estep 
Score: -4474327.000000 Penalty: 3124.672852
	Iteration 28Q: 3 clusters Score -4474327 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 28139 members 
Entering Unmasked Estep 
Score: -4474400.500000 Penalty: 3124.672852
	Iteration 29Q: 3 clusters Score -4474400 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 28391 members 
Entering Unmasked Estep 
Score: -4474483.500000 Penalty: 3124.672852
	Iteration 30Q: 3 clusters Score -4474484 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 28651 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4474556 nChanged 275
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 28912 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 29144 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4474697 nChanged 221
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 29359 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4474743 nChanged 224
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 29579 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4474808 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 29777 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4474846 nChanged 199
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 29974 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4474898 nChanged 168
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 30140 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4474924 nChanged 143
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 30283 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4474962 nChanged 140
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 30423 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4474976 nChanged 137
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 30560 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4474998 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 30669 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4475026 nChanged 110
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Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 30779 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4475047 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 30887 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4475062 nChanged 117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 31004 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4475076 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 31117 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4475106 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 31215 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4475121 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 31308 members 
Entering Unmasked Estep 
Score: -4475135.000000 Penalty: 3124.672852
	Iteration 48Q: 3 clusters Score -4475135 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 31386 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4475140 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 31468 members 
Entering Unmasked Estep 
Score: -4475174.000000 Penalty: 3124.672852
	Iteration 50Q: 3 clusters Score -4475174 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 31537 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4475187 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 31601 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4475198 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 31660 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4475196 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 31712 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4475214 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 31762 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4475210 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 31803 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4475226 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 31846 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4475226 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 31890 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4475232 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 31936 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4475251 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 31984 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4475258 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 32030 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4475270 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 32081 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4475278 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 32123 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4475288 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 32162 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4475286 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 32211 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4475296 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 32265 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4475296 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 32315 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4475299 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 32369 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4475312 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 32412 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4475306 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 32452 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4475318 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 32490 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4475326 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 32538 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4475345 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 32589 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4475346 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 32640 members 
Entering Unmasked Estep 
Score: -4475353.500000 Penalty: 3124.672852
	Iteration 74Q: 3 clusters Score -4475354 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 32687 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4475360 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 32734 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4475374 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 32785 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4475373 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 32841 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4475396 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 32905 members 
Entering Unmasked Estep 
Score: -4475409.000000 Penalty: 3124.672852
	Iteration 79Q: 3 clusters Score -4475409 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 32973 members 
Entering Unmasked Estep 
Score: -4475425.500000 Penalty: 3124.672852
	Iteration 80F: 3 clusters Score -4475426 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 33032 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4475440 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 33102 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4475450 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 33169 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4475472 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 33233 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4475486 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 33287 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4475508 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 33360 members 
Entering Unmasked Estep 
Score: -4475527.000000 Penalty: 3124.672852
	Iteration 86Q: 3 clusters Score -4475527 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 33429 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4475538 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 33494 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4475548 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 33562 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4475581 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 33642 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4475596 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 33717 members 
Entering Unmasked Estep 
Score: -4475612.000000 Penalty: 3124.672852
	Iteration 91Q: 3 clusters Score -4475612 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 33789 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4475650 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 33851 members 
Entering Unmasked Estep 
Score: -4475658.000000 Penalty: 3124.672852
	Iteration 93Q: 3 clusters Score -4475658 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 33904 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4475675 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 33941 members 
Entering Unmasked Estep 
Score: -4475678.500000 Penalty: 3124.672852
	Iteration 95Q: 3 clusters Score -4475678 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 33990 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4475686 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 34037 members 
Entering Unmasked Estep 
Score: -4475705.500000 Penalty: 3124.672852
	Iteration 97Q: 3 clusters Score -4475706 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 34083 members 
Entering Unmasked Estep 
Score: -4475726.500000 Penalty: 3124.672852
	Iteration 98Q: 3 clusters Score -4475726 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 34118 members 
Entering Unmasked Estep 
Score: -4475729.000000 Penalty: 3124.672852
	Iteration 99Q: 3 clusters Score -4475729 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 34144 members 
Entering Unmasked Estep 
Score: -4475734.000000 Penalty: 3124.672852
	Iteration 100F: 3 clusters Score -4475734 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 34173 members 
Entering Unmasked Estep 
Score: -4475747.500000 Penalty: 3124.672852
	Iteration 101Q: 3 clusters Score -4475748 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 34200 members 
Entering Unmasked Estep 
Score: -4475759.500000 Penalty: 3124.672852
	Iteration 102Q: 3 clusters Score -4475760 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 34242 members 
Entering Unmasked Estep 
Score: -4475764.000000 Penalty: 3124.672852
	Iteration 103Q: 3 clusters Score -4475764 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 34278 members 
Entering Unmasked Estep 
Score: -4475781.500000 Penalty: 3124.672852
	Iteration 104Q: 3 clusters Score -4475782 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 34320 members 
Entering Unmasked Estep 
Score: -4475778.000000 Penalty: 3124.672852
	Iteration 105Q: 3 clusters Score -4475778 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 34354 members 
Entering Unmasked Estep 
Score: -4475787.500000 Penalty: 3124.672852
	Iteration 106Q: 3 clusters Score -4475788 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 34381 members 
Entering Unmasked Estep 
Score: -4475784.500000 Penalty: 3124.672852
	Iteration 107Q: 3 clusters Score -4475784 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 34407 members 
Entering Unmasked Estep 
Score: -4475797.000000 Penalty: 3124.672852
	Iteration 108Q: 3 clusters Score -4475797 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 34430 members 
Entering Unmasked Estep 
Score: -4475806.500000 Penalty: 3124.672852
	Iteration 109Q: 3 clusters Score -4475806 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 34455 members 
Entering Unmasked Estep 
Score: -4475816.500000 Penalty: 3124.672852
	Iteration 110Q: 3 clusters Score -4475816 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 34479 members 
Entering Unmasked Estep 
Score: -4475824.000000 Penalty: 3124.672852
	Iteration 111Q: 3 clusters Score -4475824 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 34498 members 
Entering Unmasked Estep 
Score: -4475836.500000 Penalty: 3124.672852
	Iteration 112Q: 3 clusters Score -4475836 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 34513 members 
Entering Unmasked Estep 
Score: -4475843.500000 Penalty: 3124.672852
	Iteration 113Q: 3 clusters Score -4475844 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 34536 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -4475860 nChanged 19
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Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 34555 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -4475862 nChanged 25
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Mstep: Class 1 contains 1720 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -4475858 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 34594 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -4475862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 34604 members 
Entering Unmasked Estep 
Score: -4475870.500000 Penalty: 3124.672852
	Iteration 118Q: 3 clusters Score -4475870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 34611 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -4475870 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 34621 members 
Entering Unmasked Estep 
Score: -4475876.500000 Penalty: 3124.672852
	Iteration 120F: 3 clusters Score -4475876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 34630 members 
Entering Unmasked Estep 
Score: -4475883.500000 Penalty: 3124.672852
	Iteration 121Q: 3 clusters Score -4475884 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 34643 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -4475884 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 34654 members 
Entering Unmasked Estep 
Score: -4475897.000000 Penalty: 3124.672852
	Iteration 123Q: 3 clusters Score -4475897 nChanged 19
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Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 34671 members 
Entering Unmasked Estep 
Score: -4475902.000000 Penalty: 3124.672852
	Iteration 124Q: 3 clusters Score -4475902 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 34683 members 
Entering Unmasked Estep 
Score: -4475901.000000 Penalty: 3124.672852
	Iteration 125Q: 3 clusters Score -4475901 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 34688 members 
Entering Unmasked Estep 
Score: -4475902.500000 Penalty: 3124.672852
	Iteration 126Q: 3 clusters Score -4475902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 34691 members 
Entering Unmasked Estep 
Score: -4475905.000000 Penalty: 3124.672852
	Iteration 127Q: 3 clusters Score -4475905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 34696 members 
Entering Unmasked Estep 
Score: -4475905.500000 Penalty: 3124.672852
	Iteration 128Q: 3 clusters Score -4475906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 34695 members 
Entering Unmasked Estep 
Score: -4475901.000000 Penalty: 3124.672852
	Iteration 129Q: 3 clusters Score -4475901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 34694 members 
Entering Unmasked Estep 
Score: -4475908.000000 Penalty: 3124.672852
	Iteration 130Q: 3 clusters Score -4475908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 34694 members 
Entering Unmasked Estep 
Score: -4475908.000000 Penalty: 3124.672852
	Iteration 131F: 3 clusters Score -4475908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Entering Unmasked Estep 
Score: -233250.968750 Penalty: 1142.878906
	Iteration 0F: 2 clusters Score -233251 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -231287.609375 Penalty: 2285.757812
	Iteration 0F: 3 clusters Score -231287.6 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -231863.078125 Penalty: 2285.757812
	Iteration 1F: 3 clusters Score -231863.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -232011.656250 Penalty: 2285.757812
	Iteration 2F: 3 clusters Score -232011.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -232121.484375 Penalty: 2285.757812
	Iteration 3Q: 3 clusters Score -232121.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -232193.718750 Penalty: 2285.757812
	Iteration 4Q: 3 clusters Score -232193.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -232239.531250 Penalty: 2285.757812
	Iteration 5Q: 3 clusters Score -232239.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -232276.828125 Penalty: 2285.757812
	Iteration 6Q: 3 clusters Score -232276.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -232311.234375 Penalty: 2285.757812
	Iteration 7Q: 3 clusters Score -232311.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -232350.687500 Penalty: 2285.757812
	Iteration 8Q: 3 clusters Score -232350.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -232383.312500 Penalty: 2285.757812
	Iteration 9Q: 3 clusters Score -232383.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -232406.390625 Penalty: 2285.757812
	Iteration 10Q: 3 clusters Score -232406.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -232423.984375 Penalty: 2285.757812
	Iteration 11Q: 3 clusters Score -232424 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -232444.046875 Penalty: 2285.757812
	Iteration 12Q: 3 clusters Score -232444 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -232459.953125 Penalty: 2285.757812
	Iteration 13Q: 3 clusters Score -232460 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -232477.140625 Penalty: 2285.757812
	Iteration 14Q: 3 clusters Score -232477.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -232491.359375 Penalty: 2285.757812
	Iteration 15Q: 3 clusters Score -232491.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -232499.046875 Penalty: 2285.757812
	Iteration 16Q: 3 clusters Score -232499 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -232503.203125 Penalty: 2285.757812
	Iteration 17Q: 3 clusters Score -232503.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -232506.765625 Penalty: 2285.757812
	Iteration 18Q: 3 clusters Score -232506.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -232513.093750 Penalty: 2285.757812
	Iteration 19Q: 3 clusters Score -232513.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -232519.515625 Penalty: 2285.757812
	Iteration 20F: 3 clusters Score -232519.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -232526.640625 Penalty: 2285.757812
	Iteration 21Q: 3 clusters Score -232526.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -232531.546875 Penalty: 2285.757812
	Iteration 22Q: 3 clusters Score -232531.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -232534.671875 Penalty: 2285.757812
	Iteration 23Q: 3 clusters Score -232534.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -232540.437500 Penalty: 2285.757812
	Iteration 24Q: 3 clusters Score -232540.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -232545.203125 Penalty: 2285.757812
	Iteration 25Q: 3 clusters Score -232545.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -232551.109375 Penalty: 2285.757812
	Iteration 26Q: 3 clusters Score -232551.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -232556.312500 Penalty: 2285.757812
	Iteration 27Q: 3 clusters Score -232556.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -232559.093750 Penalty: 2285.757812
	Iteration 28Q: 3 clusters Score -232559.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -232560.156250 Penalty: 2285.757812
	Iteration 29Q: 3 clusters Score -232560.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -232560.796875 Penalty: 2285.757812
	Iteration 30Q: 3 clusters Score -232560.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -232560.796875 Penalty: 2285.757812
	Iteration 31F: 3 clusters Score -232560.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Entering Unmasked Estep 
Score: -717941.500000 Penalty: 1286.017578
	Iteration 0F: 2 clusters Score -717941.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -713910.375000 Penalty: 2572.035156
	Iteration 0F: 3 clusters Score -713910.4 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -715065.937500 Penalty: 2572.035156
	Iteration 1F: 3 clusters Score -715065.9 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -715282.187500 Penalty: 2572.035156
	Iteration 2F: 3 clusters Score -715282.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -715412.875000 Penalty: 2572.035156
	Iteration 3Q: 3 clusters Score -715412.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -715510.125000 Penalty: 2572.035156
	Iteration 4Q: 3 clusters Score -715510.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -715587.562500 Penalty: 2572.035156
	Iteration 5Q: 3 clusters Score -715587.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -715648.625000 Penalty: 2572.035156
	Iteration 6Q: 3 clusters Score -715648.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -715695.937500 Penalty: 2572.035156
	Iteration 7Q: 3 clusters Score -715695.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -715739.812500 Penalty: 2572.035156
	Iteration 8Q: 3 clusters Score -715739.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -715779.562500 Penalty: 2572.035156
	Iteration 9Q: 3 clusters Score -715779.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -715815.312500 Penalty: 2572.035156
	Iteration 10Q: 3 clusters Score -715815.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -715849.375000 Penalty: 2572.035156
	Iteration 11Q: 3 clusters Score -715849.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -715889.750000 Penalty: 2572.035156
	Iteration 12Q: 3 clusters Score -715889.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -715936.125000 Penalty: 2572.035156
	Iteration 13Q: 3 clusters Score -715936.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -715980.500000 Penalty: 2572.035156
	Iteration 14Q: 3 clusters Score -715980.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -716032.125000 Penalty: 2572.035156
	Iteration 15Q: 3 clusters Score -716032.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -716092.062500 Penalty: 2572.035156
	Iteration 16Q: 3 clusters Score -716092.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -716169.812500 Penalty: 2572.035156
	Iteration 17Q: 3 clusters Score -716169.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -716244.062500 Penalty: 2572.035156
	Iteration 18Q: 3 clusters Score -716244.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -716313.625000 Penalty: 2572.035156
	Iteration 19Q: 3 clusters Score -716313.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -716382.875000 Penalty: 2572.035156
	Iteration 20F: 3 clusters Score -716382.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -716448.187500 Penalty: 2572.035156
	Iteration 21Q: 3 clusters Score -716448.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -716513.812500 Penalty: 2572.035156
	Iteration 22Q: 3 clusters Score -716513.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -716579.437500 Penalty: 2572.035156
	Iteration 23Q: 3 clusters Score -716579.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -716629.375000 Penalty: 2572.035156
	Iteration 24Q: 3 clusters Score -716629.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -716674.562500 Penalty: 2572.035156
	Iteration 25Q: 3 clusters Score -716674.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -716708.437500 Penalty: 2572.035156
	Iteration 26Q: 3 clusters Score -716708.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -716742.062500 Penalty: 2572.035156
	Iteration 27Q: 3 clusters Score -716742.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -716776.875000 Penalty: 2572.035156
	Iteration 28Q: 3 clusters Score -716776.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -716797.875000 Penalty: 2572.035156
	Iteration 29Q: 3 clusters Score -716797.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -716809.500000 Penalty: 2572.035156
	Iteration 30Q: 3 clusters Score -716809.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -716823.125000 Penalty: 2572.035156
	Iteration 31Q: 3 clusters Score -716823.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -716831.312500 Penalty: 2572.035156
	Iteration 32Q: 3 clusters Score -716831.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -716832.812500 Penalty: 2572.035156
	Iteration 33Q: 3 clusters Score -716832.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -716834.250000 Penalty: 2572.035156
	Iteration 34Q: 3 clusters Score -716834.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -716835.812500 Penalty: 2572.035156
	Iteration 35Q: 3 clusters Score -716835.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -716838.500000 Penalty: 2572.035156
	Iteration 36Q: 3 clusters Score -716838.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -716839.375000 Penalty: 2572.035156
	Iteration 37Q: 3 clusters Score -716839.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -716840.250000 Penalty: 2572.035156
	Iteration 38Q: 3 clusters Score -716840.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -716841.437500 Penalty: 2572.035156
	Iteration 39Q: 3 clusters Score -716841.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -716842.562500 Penalty: 2572.035156
	Iteration 40F: 3 clusters Score -716842.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -716843.250000 Penalty: 2572.035156
	Iteration 41Q: 3 clusters Score -716843.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -716843.750000 Penalty: 2572.035156
	Iteration 42Q: 3 clusters Score -716843.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -716846.750000 Penalty: 2572.035156
	Iteration 43Q: 3 clusters Score -716846.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -716848.875000 Penalty: 2572.035156
	Iteration 44Q: 3 clusters Score -716848.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -716850.500000 Penalty: 2572.035156
	Iteration 45Q: 3 clusters Score -716850.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -716853.187500 Penalty: 2572.035156
	Iteration 46Q: 3 clusters Score -716853.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -716855.062500 Penalty: 2572.035156
	Iteration 47Q: 3 clusters Score -716855.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -716859.562500 Penalty: 2572.035156
	Iteration 48Q: 3 clusters Score -716859.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -716865.125000 Penalty: 2572.035156
	Iteration 49Q: 3 clusters Score -716865.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -716872.062500 Penalty: 2572.035156
	Iteration 50Q: 3 clusters Score -716872.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -716880.062500 Penalty: 2572.035156
	Iteration 51Q: 3 clusters Score -716880.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -716885.250000 Penalty: 2572.035156
	Iteration 52Q: 3 clusters Score -716885.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -716894.187500 Penalty: 2572.035156
	Iteration 53Q: 3 clusters Score -716894.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -716899.500000 Penalty: 2572.035156
	Iteration 54Q: 3 clusters Score -716899.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -716904.125000 Penalty: 2572.035156
	Iteration 55Q: 3 clusters Score -716904.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -716909.750000 Penalty: 2572.035156
	Iteration 56Q: 3 clusters Score -716909.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -716916.500000 Penalty: 2572.035156
	Iteration 57Q: 3 clusters Score -716916.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -716919.437500 Penalty: 2572.035156
	Iteration 58Q: 3 clusters Score -716919.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -716919.437500 Penalty: 2572.035156
	Iteration 59F: 3 clusters Score -716919.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (67564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67564 members 
Entering Unmasked Estep 
Score: -8423123.000000 Penalty: 1654.779663
	Iteration 0F: 2 clusters Score -8423123 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33998 members 
Mstep: Class 2 contains 33566 members 
Entering Unmasked Estep 
Score: -8381148.500000 Penalty: 3309.559326
	Iteration 0F: 3 clusters Score -8381148 nChanged 31683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36049 members 
Mstep: Class 2 contains 31515 members 
Entering Unmasked Estep 
Score: -8398812.000000 Penalty: 3309.559326
	Iteration 1F: 3 clusters Score -8398812 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37512 members 
Mstep: Class 2 contains 30052 members 
Entering Unmasked Estep 
Score: -8399622.000000 Penalty: 3309.559326
	Iteration 2Q: 3 clusters Score -8399622 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 27947 members 
Entering Unmasked Estep 
Score: -8400596.000000 Penalty: 3309.559326
	Iteration 3Q: 3 clusters Score -8400596 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42549 members 
Mstep: Class 2 contains 25015 members 
Entering Unmasked Estep 
Score: -8401972.000000 Penalty: 3309.559326
	Iteration 4F: 3 clusters Score -8401972 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46475 members 
Mstep: Class 2 contains 21089 members 
Entering Unmasked Estep 
Score: -8404128.000000 Penalty: 3309.559326
	Iteration 5F: 3 clusters Score -8404128 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51339 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -8407277.000000 Penalty: 3309.559326
	Iteration 6F: 3 clusters Score -8407277 nChanged 5122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56401 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -8411142.000000 Penalty: 3309.559326
	Iteration 7F: 3 clusters Score -8411142 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60739 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -8415003.000000 Penalty: 3309.559326
	Iteration 8F: 3 clusters Score -8415003 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63893 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -8418034.000000 Penalty: 3309.559326
	Iteration 9Q: 3 clusters Score -8418034 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65733 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -8419942.000000 Penalty: 3309.559326
	Iteration 10Q: 3 clusters Score -8419942 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66586 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -8420854.000000 Penalty: 3309.559326
	Iteration 11Q: 3 clusters Score -8420854 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66957 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -8421293.000000 Penalty: 3309.559326
	Iteration 12Q: 3 clusters Score -8421293 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67120 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -8421522.000000 Penalty: 3309.559326
	Iteration 13Q: 3 clusters Score -8421522 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67186 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -8421664.000000 Penalty: 3309.559326
	Iteration 14Q: 3 clusters Score -8421664 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67209 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -8421725.000000 Penalty: 3309.559326
	Iteration 15Q: 3 clusters Score -8421725 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67225 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -8421767.000000 Penalty: 3309.559326
	Iteration 16Q: 3 clusters Score -8421767 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67229 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -8421775.000000 Penalty: 3309.559326
	Iteration 17Q: 3 clusters Score -8421775 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67231 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -8421803.000000 Penalty: 3309.559326
	Iteration 18Q: 3 clusters Score -8421803 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67234 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -8421824.000000 Penalty: 3309.559326
	Iteration 19Q: 3 clusters Score -8421824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67238 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -8421829.000000 Penalty: 3309.559326
	Iteration 20F: 3 clusters Score -8421829 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67238 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -8421847.000000 Penalty: 3309.559326
	Iteration 21Q: 3 clusters Score -8421847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67233 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -8421847.000000 Penalty: 3309.559326
	Iteration 22Q: 3 clusters Score -8421847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67234 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -8421851.000000 Penalty: 3309.559326
	Iteration 23Q: 3 clusters Score -8421851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67233 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -8421848.000000 Penalty: 3309.559326
	Iteration 24Q: 3 clusters Score -8421848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67233 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -8421848.000000 Penalty: 3309.559326
	Iteration 25F: 3 clusters Score -8421848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Entering Unmasked Estep 
Score: -1263053.625000 Penalty: 1376.449097
	Iteration 0F: 2 clusters Score -1263054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1256089.000000 Penalty: 2752.898193
	Iteration 0F: 3 clusters Score -1256089 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1258342.750000 Penalty: 2752.898193
	Iteration 1F: 3 clusters Score -1258343 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1258723.000000 Penalty: 2752.898193
	Iteration 2F: 3 clusters Score -1258723 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1259015.125000 Penalty: 2752.898193
	Iteration 3F: 3 clusters Score -1259015 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1259272.750000 Penalty: 2752.898193
	Iteration 4Q: 3 clusters Score -1259273 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1259487.625000 Penalty: 2752.898193
	Iteration 5Q: 3 clusters Score -1259488 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1259715.750000 Penalty: 2752.898193
	Iteration 6Q: 3 clusters Score -1259716 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1259981.375000 Penalty: 2752.898193
	Iteration 7Q: 3 clusters Score -1259981 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1260247.250000 Penalty: 2752.898193
	Iteration 8Q: 3 clusters Score -1260247 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1260536.250000 Penalty: 2752.898193
	Iteration 9Q: 3 clusters Score -1260536 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1260866.125000 Penalty: 2752.898193
	Iteration 10Q: 3 clusters Score -1260866 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1261199.000000 Penalty: 2752.898193
	Iteration 11Q: 3 clusters Score -1261199 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1261457.625000 Penalty: 2752.898193
	Iteration 12Q: 3 clusters Score -1261458 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1261631.375000 Penalty: 2752.898193
	Iteration 13Q: 3 clusters Score -1261631 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1261738.375000 Penalty: 2752.898193
	Iteration 14Q: 3 clusters Score -1261738 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1261830.875000 Penalty: 2752.898193
	Iteration 15Q: 3 clusters Score -1261831 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1261919.000000 Penalty: 2752.898193
	Iteration 16Q: 3 clusters Score -1261919 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1261971.875000 Penalty: 2752.898193
	Iteration 17Q: 3 clusters Score -1261972 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1261990.875000 Penalty: 2752.898193
	Iteration 18Q: 3 clusters Score -1261991 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1262024.125000 Penalty: 2752.898193
	Iteration 19Q: 3 clusters Score -1262024 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1262048.250000 Penalty: 2752.898193
	Iteration 20F: 3 clusters Score -1262048 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1262070.625000 Penalty: 2752.898193
	Iteration 21Q: 3 clusters Score -1262071 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1262089.875000 Penalty: 2752.898193
	Iteration 22Q: 3 clusters Score -1262090 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1262109.500000 Penalty: 2752.898193
	Iteration 23Q: 3 clusters Score -1262110 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1262122.625000 Penalty: 2752.898193
	Iteration 24Q: 3 clusters Score -1262123 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1262142.375000 Penalty: 2752.898193
	Iteration 25Q: 3 clusters Score -1262142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1262148.000000 Penalty: 2752.898193
	Iteration 26Q: 3 clusters Score -1262148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1262163.875000 Penalty: 2752.898193
	Iteration 27Q: 3 clusters Score -1262164 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1262174.125000 Penalty: 2752.898193
	Iteration 28Q: 3 clusters Score -1262174 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1262179.875000 Penalty: 2752.898193
	Iteration 29Q: 3 clusters Score -1262180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1262187.500000 Penalty: 2752.898193
	Iteration 30Q: 3 clusters Score -1262188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1262189.750000 Penalty: 2752.898193
	Iteration 31Q: 3 clusters Score -1262190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1262193.250000 Penalty: 2752.898193
	Iteration 32Q: 3 clusters Score -1262193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1262194.000000 Penalty: 2752.898193
	Iteration 33Q: 3 clusters Score -1262194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1262195.500000 Penalty: 2752.898193
	Iteration 34Q: 3 clusters Score -1262196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1262195.500000 Penalty: 2752.898193
	Iteration 35F: 3 clusters Score -1262196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Entering Unmasked Estep 
Score: -1491813.000000 Penalty: 1396.044922
	Iteration 0F: 2 clusters Score -1491813 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1483763.375000 Penalty: 2792.089844
	Iteration 0F: 3 clusters Score -1483763 nChanged 5107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1486507.375000 Penalty: 2792.089844
	Iteration 1F: 3 clusters Score -1486507 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1486794.500000 Penalty: 2792.089844
	Iteration 2F: 3 clusters Score -1486794 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1487009.375000 Penalty: 2792.089844
	Iteration 3Q: 3 clusters Score -1487009 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1487155.000000 Penalty: 2792.089844
	Iteration 4Q: 3 clusters Score -1487155 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1487275.750000 Penalty: 2792.089844
	Iteration 5Q: 3 clusters Score -1487276 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1487370.500000 Penalty: 2792.089844
	Iteration 6Q: 3 clusters Score -1487370 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1487445.125000 Penalty: 2792.089844
	Iteration 7Q: 3 clusters Score -1487445 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1487520.500000 Penalty: 2792.089844
	Iteration 8Q: 3 clusters Score -1487520 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1487624.125000 Penalty: 2792.089844
	Iteration 9Q: 3 clusters Score -1487624 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1487742.625000 Penalty: 2792.089844
	Iteration 10Q: 3 clusters Score -1487743 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1487902.875000 Penalty: 2792.089844
	Iteration 11Q: 3 clusters Score -1487903 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1488127.625000 Penalty: 2792.089844
	Iteration 12Q: 3 clusters Score -1488128 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1488410.000000 Penalty: 2792.089844
	Iteration 13Q: 3 clusters Score -1488410 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1488801.250000 Penalty: 2792.089844
	Iteration 14Q: 3 clusters Score -1488801 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -1489237.875000 Penalty: 2792.089844
	Iteration 15Q: 3 clusters Score -1489238 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -1489611.500000 Penalty: 2792.089844
	Iteration 16Q: 3 clusters Score -1489612 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -1489962.000000 Penalty: 2792.089844
	Iteration 17Q: 3 clusters Score -1489962 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -1490197.250000 Penalty: 2792.089844
	Iteration 18Q: 3 clusters Score -1490197 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -1490363.250000 Penalty: 2792.089844
	Iteration 19Q: 3 clusters Score -1490363 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -1490453.250000 Penalty: 2792.089844
	Iteration 20F: 3 clusters Score -1490453 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -1490532.875000 Penalty: 2792.089844
	Iteration 21Q: 3 clusters Score -1490533 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -1490580.625000 Penalty: 2792.089844
	Iteration 22Q: 3 clusters Score -1490581 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -1490607.000000 Penalty: 2792.089844
	Iteration 23Q: 3 clusters Score -1490607 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -1490616.500000 Penalty: 2792.089844
	Iteration 24Q: 3 clusters Score -1490616 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -1490635.000000 Penalty: 2792.089844
	Iteration 25Q: 3 clusters Score -1490635 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -1490640.250000 Penalty: 2792.089844
	Iteration 26Q: 3 clusters Score -1490640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -1490644.875000 Penalty: 2792.089844
	Iteration 27Q: 3 clusters Score -1490645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -1490649.250000 Penalty: 2792.089844
	Iteration 28Q: 3 clusters Score -1490649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -1490654.625000 Penalty: 2792.089844
	Iteration 29Q: 3 clusters Score -1490655 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -1490661.500000 Penalty: 2792.089844
	Iteration 30Q: 3 clusters Score -1490662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -1490671.125000 Penalty: 2792.089844
	Iteration 31Q: 3 clusters Score -1490671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -1490676.625000 Penalty: 2792.089844
	Iteration 32Q: 3 clusters Score -1490677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -1490685.875000 Penalty: 2792.089844
	Iteration 33Q: 3 clusters Score -1490686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -1490690.000000 Penalty: 2792.089844
	Iteration 34Q: 3 clusters Score -1490690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -1490691.250000 Penalty: 2792.089844
	Iteration 35Q: 3 clusters Score -1490691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -1490694.875000 Penalty: 2792.089844
	Iteration 36Q: 3 clusters Score -1490695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -1490700.000000 Penalty: 2792.089844
	Iteration 37Q: 3 clusters Score -1490700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -1490703.125000 Penalty: 2792.089844
	Iteration 38Q: 3 clusters Score -1490703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -1490707.000000 Penalty: 2792.089844
	Iteration 39Q: 3 clusters Score -1490707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -1490707.500000 Penalty: 2792.089844
	Iteration 40F: 3 clusters Score -1490708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -1490710.625000 Penalty: 2792.089844
	Iteration 41Q: 3 clusters Score -1490711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -1490710.625000 Penalty: 2792.089844
	Iteration 42F: 3 clusters Score -1490711 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Entering Unmasked Estep 
Score: -453226.468750 Penalty: 1230.425537
	Iteration 0F: 2 clusters Score -453226.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -450209.593750 Penalty: 2460.851074
	Iteration 0F: 3 clusters Score -450209.6 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -451137.687500 Penalty: 2460.851074
	Iteration 1F: 3 clusters Score -451137.7 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -451354.375000 Penalty: 2460.851074
	Iteration 2F: 3 clusters Score -451354.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -451479.031250 Penalty: 2460.851074
	Iteration 3Q: 3 clusters Score -451479 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -451563.718750 Penalty: 2460.851074
	Iteration 4Q: 3 clusters Score -451563.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -451626.250000 Penalty: 2460.851074
	Iteration 5Q: 3 clusters Score -451626.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -451678.187500 Penalty: 2460.851074
	Iteration 6Q: 3 clusters Score -451678.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -451721.093750 Penalty: 2460.851074
	Iteration 7Q: 3 clusters Score -451721.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -451757.656250 Penalty: 2460.851074
	Iteration 8Q: 3 clusters Score -451757.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -451792.718750 Penalty: 2460.851074
	Iteration 9Q: 3 clusters Score -451792.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -451818.875000 Penalty: 2460.851074
	Iteration 10Q: 3 clusters Score -451818.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -451839.281250 Penalty: 2460.851074
	Iteration 11Q: 3 clusters Score -451839.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -451857.406250 Penalty: 2460.851074
	Iteration 12Q: 3 clusters Score -451857.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -451881.500000 Penalty: 2460.851074
	Iteration 13Q: 3 clusters Score -451881.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -451911.500000 Penalty: 2460.851074
	Iteration 14Q: 3 clusters Score -451911.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -451952.218750 Penalty: 2460.851074
	Iteration 15Q: 3 clusters Score -451952.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -451978.000000 Penalty: 2460.851074
	Iteration 16Q: 3 clusters Score -451978 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -452000.250000 Penalty: 2460.851074
	Iteration 17Q: 3 clusters Score -452000.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -452014.250000 Penalty: 2460.851074
	Iteration 18Q: 3 clusters Score -452014.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -452035.750000 Penalty: 2460.851074
	Iteration 19Q: 3 clusters Score -452035.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -452054.656250 Penalty: 2460.851074
	Iteration 20F: 3 clusters Score -452054.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -452073.656250 Penalty: 2460.851074
	Iteration 21Q: 3 clusters Score -452073.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -452094.093750 Penalty: 2460.851074
	Iteration 22Q: 3 clusters Score -452094.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -452123.156250 Penalty: 2460.851074
	Iteration 23Q: 3 clusters Score -452123.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -452154.562500 Penalty: 2460.851074
	Iteration 24Q: 3 clusters Score -452154.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -452194.750000 Penalty: 2460.851074
	Iteration 25Q: 3 clusters Score -452194.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -452232.468750 Penalty: 2460.851074
	Iteration 26Q: 3 clusters Score -452232.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -452272.312500 Penalty: 2460.851074
	Iteration 27Q: 3 clusters Score -452272.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -452306.562500 Penalty: 2460.851074
	Iteration 28Q: 3 clusters Score -452306.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -452346.437500 Penalty: 2460.851074
	Iteration 29Q: 3 clusters Score -452346.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -452395.906250 Penalty: 2460.851074
	Iteration 30Q: 3 clusters Score -452395.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -452443.468750 Penalty: 2460.851074
	Iteration 31Q: 3 clusters Score -452443.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -452486.968750 Penalty: 2460.851074
	Iteration 32Q: 3 clusters Score -452487 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -452533.968750 Penalty: 2460.851074
	Iteration 33Q: 3 clusters Score -452534 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -452571.031250 Penalty: 2460.851074
	Iteration 34Q: 3 clusters Score -452571 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -452600.406250 Penalty: 2460.851074
	Iteration 35Q: 3 clusters Score -452600.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -452616.843750 Penalty: 2460.851074
	Iteration 36Q: 3 clusters Score -452616.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -452629.750000 Penalty: 2460.851074
	Iteration 37Q: 3 clusters Score -452629.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -452642.031250 Penalty: 2460.851074
	Iteration 38Q: 3 clusters Score -452642 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -452652.187500 Penalty: 2460.851074
	Iteration 39Q: 3 clusters Score -452652.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -452658.437500 Penalty: 2460.851074
	Iteration 40F: 3 clusters Score -452658.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -452664.000000 Penalty: 2460.851074
	Iteration 41Q: 3 clusters Score -452664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -452669.781250 Penalty: 2460.851074
	Iteration 42Q: 3 clusters Score -452669.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -452673.843750 Penalty: 2460.851074
	Iteration 43Q: 3 clusters Score -452673.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -452675.750000 Penalty: 2460.851074
	Iteration 44Q: 3 clusters Score -452675.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -452677.156250 Penalty: 2460.851074
	Iteration 45Q: 3 clusters Score -452677.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -452677.156250 Penalty: 2460.851074
	Iteration 46F: 3 clusters Score -452677.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (25623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25623 members 
Entering Unmasked Estep 
Score: -2994387.250000 Penalty: 1510.505493
	Iteration 0F: 2 clusters Score -2994387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -2977669.250000 Penalty: 3021.010986
	Iteration 0F: 3 clusters Score -2977669 nChanged 11484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -2984158.500000 Penalty: 3021.010986
	Iteration 1F: 3 clusters Score -2984158 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -2984870.000000 Penalty: 3021.010986
	Iteration 2F: 3 clusters Score -2984870 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -2985746.000000 Penalty: 3021.010986
	Iteration 3F: 3 clusters Score -2985746 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -2986615.000000 Penalty: 3021.010986
	Iteration 4F: 3 clusters Score -2986615 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -2987397.500000 Penalty: 3021.010986
	Iteration 5F: 3 clusters Score -2987398 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -2988099.000000 Penalty: 3021.010986
	Iteration 6F: 3 clusters Score -2988099 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -2988727.000000 Penalty: 3021.010986
	Iteration 7Q: 3 clusters Score -2988727 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -2989313.750000 Penalty: 3021.010986
	Iteration 8Q: 3 clusters Score -2989314 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -2989912.000000 Penalty: 3021.010986
	Iteration 9Q: 3 clusters Score -2989912 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -2990542.750000 Penalty: 3021.010986
	Iteration 10Q: 3 clusters Score -2990543 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -2991154.000000 Penalty: 3021.010986
	Iteration 11Q: 3 clusters Score -2991154 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -2991769.250000 Penalty: 3021.010986
	Iteration 12Q: 3 clusters Score -2991769 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 21832 members 
Entering Unmasked Estep 
Score: -2992329.750000 Penalty: 3021.010986
	Iteration 13Q: 3 clusters Score -2992330 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 22516 members 
Entering Unmasked Estep 
Score: -2992772.750000 Penalty: 3021.010986
	Iteration 14Q: 3 clusters Score -2992773 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 23058 members 
Entering Unmasked Estep 
Score: -2993168.250000 Penalty: 3021.010986
	Iteration 15Q: 3 clusters Score -2993168 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
Score: -2993444.500000 Penalty: 3021.010986
	Iteration 16Q: 3 clusters Score -2993444 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -2993647.750000 Penalty: 3021.010986
	Iteration 17Q: 3 clusters Score -2993648 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 23873 members 
Entering Unmasked Estep 
Score: -2993760.500000 Penalty: 3021.010986
	Iteration 18Q: 3 clusters Score -2993760 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 23980 members 
Entering Unmasked Estep 
Score: -2993830.000000 Penalty: 3021.010986
	Iteration 19Q: 3 clusters Score -2993830 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 24057 members 
Entering Unmasked Estep 
Score: -2993871.250000 Penalty: 3021.010986
	Iteration 20F: 3 clusters Score -2993871 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 24112 members 
Entering Unmasked Estep 
Score: -2993890.500000 Penalty: 3021.010986
	Iteration 21Q: 3 clusters Score -2993890 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 24164 members 
Entering Unmasked Estep 
Score: -2993908.000000 Penalty: 3021.010986
	Iteration 22Q: 3 clusters Score -2993908 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 24199 members 
Entering Unmasked Estep 
Score: -2993921.500000 Penalty: 3021.010986
	Iteration 23Q: 3 clusters Score -2993922 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 24217 members 
Entering Unmasked Estep 
Score: -2993929.500000 Penalty: 3021.010986
	Iteration 24Q: 3 clusters Score -2993930 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 24235 members 
Entering Unmasked Estep 
Score: -2993935.750000 Penalty: 3021.010986
	Iteration 25Q: 3 clusters Score -2993936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 24239 members 
Entering Unmasked Estep 
Score: -2993940.500000 Penalty: 3021.010986
	Iteration 26Q: 3 clusters Score -2993940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 24244 members 
Entering Unmasked Estep 
Score: -2993943.750000 Penalty: 3021.010986
	Iteration 27Q: 3 clusters Score -2993944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 24248 members 
Entering Unmasked Estep 
Score: -2993943.500000 Penalty: 3021.010986
	Iteration 28Q: 3 clusters Score -2993944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 24251 members 
Entering Unmasked Estep 
Score: -2993943.250000 Penalty: 3021.010986
	Iteration 29Q: 3 clusters Score -2993943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 24254 members 
Entering Unmasked Estep 
Score: -2993954.000000 Penalty: 3021.010986
	Iteration 30Q: 3 clusters Score -2993954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 24259 members 
Entering Unmasked Estep 
Score: -2993951.750000 Penalty: 3021.010986
	Iteration 31Q: 3 clusters Score -2993952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 24266 members 
Entering Unmasked Estep 
Score: -2993956.000000 Penalty: 3021.010986
	Iteration 32Q: 3 clusters Score -2993956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 24271 members 
Entering Unmasked Estep 
Score: -2993957.500000 Penalty: 3021.010986
	Iteration 33Q: 3 clusters Score -2993958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 24274 members 
Entering Unmasked Estep 
Score: -2993958.500000 Penalty: 3021.010986
	Iteration 34Q: 3 clusters Score -2993958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 24275 members 
Entering Unmasked Estep 
Score: -2993959.000000 Penalty: 3021.010986
	Iteration 35Q: 3 clusters Score -2993959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 24276 members 
Entering Unmasked Estep 
Score: -2993958.500000 Penalty: 3021.010986
	Iteration 36Q: 3 clusters Score -2993958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 24278 members 
Entering Unmasked Estep 
Score: -2993959.000000 Penalty: 3021.010986
	Iteration 37Q: 3 clusters Score -2993959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 24282 members 
Entering Unmasked Estep 
Score: -2993961.250000 Penalty: 3021.010986
	Iteration 38Q: 3 clusters Score -2993961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 24285 members 
Entering Unmasked Estep 
Score: -2993959.000000 Penalty: 3021.010986
	Iteration 39Q: 3 clusters Score -2993959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 24286 members 
Entering Unmasked Estep 
Score: -2993957.500000 Penalty: 3021.010986
	Iteration 40F: 3 clusters Score -2993958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 24287 members 
Entering Unmasked Estep 
Score: -2993961.250000 Penalty: 3021.010986
	Iteration 41Q: 3 clusters Score -2993961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 24286 members 
Entering Unmasked Estep 
Score: -2993962.250000 Penalty: 3021.010986
	Iteration 42Q: 3 clusters Score -2993962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 24287 members 
Entering Unmasked Estep 
Score: -2993963.250000 Penalty: 3021.010986
	Iteration 43Q: 3 clusters Score -2993963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 24288 members 
Entering Unmasked Estep 
Score: -2993959.750000 Penalty: 3021.010986
	Iteration 44Q: 3 clusters Score -2993960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 24289 members 
Entering Unmasked Estep 
Score: -2993960.500000 Penalty: 3021.010986
	Iteration 45Q: 3 clusters Score -2993960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 24292 members 
Entering Unmasked Estep 
Score: -2993960.750000 Penalty: 3021.010986
	Iteration 46Q: 3 clusters Score -2993961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 24293 members 
Entering Unmasked Estep 
Score: -2993964.000000 Penalty: 3021.010986
	Iteration 47Q: 3 clusters Score -2993964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 24292 members 
Entering Unmasked Estep 
Score: -2993961.750000 Penalty: 3021.010986
	Iteration 48Q: 3 clusters Score -2993962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 24293 members 
Entering Unmasked Estep 
Score: -2993962.250000 Penalty: 3021.010986
	Iteration 49Q: 3 clusters Score -2993962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -2993963.500000 Penalty: 3021.010986
	Iteration 50Q: 3 clusters Score -2993964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -2993963.500000 Penalty: 3021.010986
	Iteration 51F: 3 clusters Score -2993964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Entering Unmasked Estep 
Score: -1251060.750000 Penalty: 1374.158447
	Iteration 0F: 2 clusters Score -1251061 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1244121.500000 Penalty: 2748.316895
	Iteration 0F: 3 clusters Score -1244122 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1246542.250000 Penalty: 2748.316895
	Iteration 1F: 3 clusters Score -1246542 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1246868.750000 Penalty: 2748.316895
	Iteration 2F: 3 clusters Score -1246869 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1247119.375000 Penalty: 2748.316895
	Iteration 3F: 3 clusters Score -1247119 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1247313.750000 Penalty: 2748.316895
	Iteration 4Q: 3 clusters Score -1247314 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1247469.375000 Penalty: 2748.316895
	Iteration 5Q: 3 clusters Score -1247469 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1247616.125000 Penalty: 2748.316895
	Iteration 6Q: 3 clusters Score -1247616 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1247745.625000 Penalty: 2748.316895
	Iteration 7Q: 3 clusters Score -1247746 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1247895.375000 Penalty: 2748.316895
	Iteration 8Q: 3 clusters Score -1247895 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1248056.125000 Penalty: 2748.316895
	Iteration 9Q: 3 clusters Score -1248056 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1248222.125000 Penalty: 2748.316895
	Iteration 10Q: 3 clusters Score -1248222 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1248370.375000 Penalty: 2748.316895
	Iteration 11Q: 3 clusters Score -1248370 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1248502.875000 Penalty: 2748.316895
	Iteration 12Q: 3 clusters Score -1248503 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1248642.625000 Penalty: 2748.316895
	Iteration 13Q: 3 clusters Score -1248643 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1248780.375000 Penalty: 2748.316895
	Iteration 14Q: 3 clusters Score -1248780 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1248883.125000 Penalty: 2748.316895
	Iteration 15Q: 3 clusters Score -1248883 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1248975.625000 Penalty: 2748.316895
	Iteration 16Q: 3 clusters Score -1248976 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1249050.125000 Penalty: 2748.316895
	Iteration 17Q: 3 clusters Score -1249050 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1249105.000000 Penalty: 2748.316895
	Iteration 18Q: 3 clusters Score -1249105 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1249157.625000 Penalty: 2748.316895
	Iteration 19Q: 3 clusters Score -1249158 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1249201.000000 Penalty: 2748.316895
	Iteration 20F: 3 clusters Score -1249201 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1249234.250000 Penalty: 2748.316895
	Iteration 21Q: 3 clusters Score -1249234 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1249266.625000 Penalty: 2748.316895
	Iteration 22Q: 3 clusters Score -1249267 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1249306.500000 Penalty: 2748.316895
	Iteration 23Q: 3 clusters Score -1249306 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1249345.875000 Penalty: 2748.316895
	Iteration 24Q: 3 clusters Score -1249346 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1249383.250000 Penalty: 2748.316895
	Iteration 25Q: 3 clusters Score -1249383 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1249422.500000 Penalty: 2748.316895
	Iteration 26Q: 3 clusters Score -1249422 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1249464.000000 Penalty: 2748.316895
	Iteration 27Q: 3 clusters Score -1249464 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1249513.500000 Penalty: 2748.316895
	Iteration 28Q: 3 clusters Score -1249514 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1249547.875000 Penalty: 2748.316895
	Iteration 29Q: 3 clusters Score -1249548 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1249583.375000 Penalty: 2748.316895
	Iteration 30Q: 3 clusters Score -1249583 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1249609.125000 Penalty: 2748.316895
	Iteration 31Q: 3 clusters Score -1249609 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1249642.500000 Penalty: 2748.316895
	Iteration 32Q: 3 clusters Score -1249642 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1249671.875000 Penalty: 2748.316895
	Iteration 33Q: 3 clusters Score -1249672 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1249703.500000 Penalty: 2748.316895
	Iteration 34Q: 3 clusters Score -1249704 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1249742.625000 Penalty: 2748.316895
	Iteration 35Q: 3 clusters Score -1249743 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1249770.000000 Penalty: 2748.316895
	Iteration 36Q: 3 clusters Score -1249770 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1249793.125000 Penalty: 2748.316895
	Iteration 37Q: 3 clusters Score -1249793 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1249823.750000 Penalty: 2748.316895
	Iteration 38Q: 3 clusters Score -1249824 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1249850.125000 Penalty: 2748.316895
	Iteration 39Q: 3 clusters Score -1249850 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1249873.625000 Penalty: 2748.316895
	Iteration 40F: 3 clusters Score -1249874 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1249894.250000 Penalty: 2748.316895
	Iteration 41Q: 3 clusters Score -1249894 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1249910.125000 Penalty: 2748.316895
	Iteration 42Q: 3 clusters Score -1249910 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1249928.750000 Penalty: 2748.316895
	Iteration 43Q: 3 clusters Score -1249929 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1249954.375000 Penalty: 2748.316895
	Iteration 44Q: 3 clusters Score -1249954 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1249974.000000 Penalty: 2748.316895
	Iteration 45Q: 3 clusters Score -1249974 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1249995.750000 Penalty: 2748.316895
	Iteration 46Q: 3 clusters Score -1249996 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1250008.625000 Penalty: 2748.316895
	Iteration 47Q: 3 clusters Score -1250009 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1250017.625000 Penalty: 2748.316895
	Iteration 48Q: 3 clusters Score -1250018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1250019.750000 Penalty: 2748.316895
	Iteration 49Q: 3 clusters Score -1250020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1250023.000000 Penalty: 2748.316895
	Iteration 50Q: 3 clusters Score -1250023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1250024.375000 Penalty: 2748.316895
	Iteration 51Q: 3 clusters Score -1250024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1250028.375000 Penalty: 2748.316895
	Iteration 52Q: 3 clusters Score -1250028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1250030.500000 Penalty: 2748.316895
	Iteration 53Q: 3 clusters Score -1250030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1250034.500000 Penalty: 2748.316895
	Iteration 54Q: 3 clusters Score -1250034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1250039.625000 Penalty: 2748.316895
	Iteration 55Q: 3 clusters Score -1250040 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1250046.500000 Penalty: 2748.316895
	Iteration 56Q: 3 clusters Score -1250046 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1250052.375000 Penalty: 2748.316895
	Iteration 57Q: 3 clusters Score -1250052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1250053.000000 Penalty: 2748.316895
	Iteration 58Q: 3 clusters Score -1250053 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1250060.750000 Penalty: 2748.316895
	Iteration 59Q: 3 clusters Score -1250061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1250062.250000 Penalty: 2748.316895
	Iteration 60F: 3 clusters Score -1250062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1250064.750000 Penalty: 2748.316895
	Iteration 61Q: 3 clusters Score -1250065 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1250067.875000 Penalty: 2748.316895
	Iteration 62Q: 3 clusters Score -1250068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1250068.250000 Penalty: 2748.316895
	Iteration 63Q: 3 clusters Score -1250068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1250069.500000 Penalty: 2748.316895
	Iteration 64Q: 3 clusters Score -1250070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1250070.125000 Penalty: 2748.316895
	Iteration 65Q: 3 clusters Score -1250070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1250069.500000 Penalty: 2748.316895
	Iteration 66Q: 3 clusters Score -1250070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1250070.250000 Penalty: 2748.316895
	Iteration 67Q: 3 clusters Score -1250070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1250071.625000 Penalty: 2748.316895
	Iteration 68Q: 3 clusters Score -1250072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1250072.375000 Penalty: 2748.316895
	Iteration 69Q: 3 clusters Score -1250072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1250073.125000 Penalty: 2748.316895
	Iteration 70Q: 3 clusters Score -1250073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1250072.750000 Penalty: 2748.316895
	Iteration 71Q: 3 clusters Score -1250073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1250075.500000 Penalty: 2748.316895
	Iteration 72Q: 3 clusters Score -1250076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1250077.375000 Penalty: 2748.316895
	Iteration 73Q: 3 clusters Score -1250077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1250078.875000 Penalty: 2748.316895
	Iteration 74Q: 3 clusters Score -1250079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1250078.875000 Penalty: 2748.316895
	Iteration 75F: 3 clusters Score -1250079 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -29724.246094 Penalty: 862.000427
	Iteration 0F: 2 clusters Score -29724.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -28964.181641 Penalty: 1724.000854
	Iteration 0F: 3 clusters Score -28964.18 nChanged 40
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: -29082.359375 Penalty: 1724.000854
	Iteration 1F: 3 clusters Score -29082.36 nChanged 17
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: -29192.539062 Penalty: 1724.000854
	Iteration 2F: 3 clusters Score -29192.54 nChanged 18
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: -29332.525391 Penalty: 1724.000854
	Iteration 3F: 3 clusters Score -29332.53 nChanged 14
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: -29512.207031 Penalty: 1724.000854
	Iteration 4Q: 3 clusters Score -29512.21 nChanged 10
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: -29567.935547 Penalty: 1724.000854
	Iteration 5Q: 3 clusters Score -29567.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -29585.130859 Penalty: 1724.000854
	Iteration 6Q: 3 clusters Score -29585.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -29604.427734 Penalty: 1724.000854
	Iteration 7Q: 3 clusters Score -29604.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -29612.759766 Penalty: 1724.000854
	Iteration 8Q: 3 clusters Score -29612.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -29612.759766 Penalty: 1724.000854
	Iteration 9F: 3 clusters Score -29612.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Entering Unmasked Estep 
Score: -677465.187500 Penalty: 1285.359863
	Iteration 0F: 2 clusters Score -677465.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -673336.375000 Penalty: 2570.719727
	Iteration 0F: 3 clusters Score -673336.4 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -674659.000000 Penalty: 2570.719727
	Iteration 1F: 3 clusters Score -674659 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -674941.125000 Penalty: 2570.719727
	Iteration 2F: 3 clusters Score -674941.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -675095.187500 Penalty: 2570.719727
	Iteration 3F: 3 clusters Score -675095.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -675214.187500 Penalty: 2570.719727
	Iteration 4Q: 3 clusters Score -675214.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -675292.562500 Penalty: 2570.719727
	Iteration 5Q: 3 clusters Score -675292.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -675353.250000 Penalty: 2570.719727
	Iteration 6Q: 3 clusters Score -675353.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -675402.187500 Penalty: 2570.719727
	Iteration 7Q: 3 clusters Score -675402.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -675443.312500 Penalty: 2570.719727
	Iteration 8Q: 3 clusters Score -675443.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -675480.812500 Penalty: 2570.719727
	Iteration 9Q: 3 clusters Score -675480.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -675514.687500 Penalty: 2570.719727
	Iteration 10Q: 3 clusters Score -675514.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -675540.812500 Penalty: 2570.719727
	Iteration 11Q: 3 clusters Score -675540.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -675567.687500 Penalty: 2570.719727
	Iteration 12Q: 3 clusters Score -675567.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -675596.625000 Penalty: 2570.719727
	Iteration 13Q: 3 clusters Score -675596.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -675630.062500 Penalty: 2570.719727
	Iteration 14Q: 3 clusters Score -675630.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -675660.000000 Penalty: 2570.719727
	Iteration 15Q: 3 clusters Score -675660 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -675690.500000 Penalty: 2570.719727
	Iteration 16Q: 3 clusters Score -675690.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -675727.687500 Penalty: 2570.719727
	Iteration 17Q: 3 clusters Score -675727.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -675769.187500 Penalty: 2570.719727
	Iteration 18Q: 3 clusters Score -675769.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -675818.312500 Penalty: 2570.719727
	Iteration 19Q: 3 clusters Score -675818.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -675853.187500 Penalty: 2570.719727
	Iteration 20F: 3 clusters Score -675853.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -675880.937500 Penalty: 2570.719727
	Iteration 21Q: 3 clusters Score -675880.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -675910.062500 Penalty: 2570.719727
	Iteration 22Q: 3 clusters Score -675910.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -675947.125000 Penalty: 2570.719727
	Iteration 23Q: 3 clusters Score -675947.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -675978.562500 Penalty: 2570.719727
	Iteration 24Q: 3 clusters Score -675978.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -676012.875000 Penalty: 2570.719727
	Iteration 25Q: 3 clusters Score -676012.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -676037.750000 Penalty: 2570.719727
	Iteration 26Q: 3 clusters Score -676037.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -676061.875000 Penalty: 2570.719727
	Iteration 27Q: 3 clusters Score -676061.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -676086.062500 Penalty: 2570.719727
	Iteration 28Q: 3 clusters Score -676086.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -676107.687500 Penalty: 2570.719727
	Iteration 29Q: 3 clusters Score -676107.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -676128.562500 Penalty: 2570.719727
	Iteration 30Q: 3 clusters Score -676128.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -676151.937500 Penalty: 2570.719727
	Iteration 31Q: 3 clusters Score -676151.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -676180.187500 Penalty: 2570.719727
	Iteration 32Q: 3 clusters Score -676180.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -676197.875000 Penalty: 2570.719727
	Iteration 33Q: 3 clusters Score -676197.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -676210.500000 Penalty: 2570.719727
	Iteration 34Q: 3 clusters Score -676210.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -676226.312500 Penalty: 2570.719727
	Iteration 35Q: 3 clusters Score -676226.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -676244.187500 Penalty: 2570.719727
	Iteration 36Q: 3 clusters Score -676244.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -676254.375000 Penalty: 2570.719727
	Iteration 37Q: 3 clusters Score -676254.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -676262.562500 Penalty: 2570.719727
	Iteration 38Q: 3 clusters Score -676262.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -676274.312500 Penalty: 2570.719727
	Iteration 39Q: 3 clusters Score -676274.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -676288.937500 Penalty: 2570.719727
	Iteration 40F: 3 clusters Score -676288.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -676311.312500 Penalty: 2570.719727
	Iteration 41Q: 3 clusters Score -676311.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -676328.687500 Penalty: 2570.719727
	Iteration 42Q: 3 clusters Score -676328.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -676342.500000 Penalty: 2570.719727
	Iteration 43Q: 3 clusters Score -676342.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -676359.375000 Penalty: 2570.719727
	Iteration 44Q: 3 clusters Score -676359.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -676374.937500 Penalty: 2570.719727
	Iteration 45Q: 3 clusters Score -676374.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -676389.062500 Penalty: 2570.719727
	Iteration 46Q: 3 clusters Score -676389.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -676405.437500 Penalty: 2570.719727
	Iteration 47Q: 3 clusters Score -676405.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -676423.625000 Penalty: 2570.719727
	Iteration 48Q: 3 clusters Score -676423.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -676458.375000 Penalty: 2570.719727
	Iteration 49Q: 3 clusters Score -676458.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -676498.437500 Penalty: 2570.719727
	Iteration 50Q: 3 clusters Score -676498.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -676542.812500 Penalty: 2570.719727
	Iteration 51Q: 3 clusters Score -676542.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -676578.750000 Penalty: 2570.719727
	Iteration 52Q: 3 clusters Score -676578.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -676609.687500 Penalty: 2570.719727
	Iteration 53Q: 3 clusters Score -676609.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -676632.187500 Penalty: 2570.719727
	Iteration 54Q: 3 clusters Score -676632.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -676644.875000 Penalty: 2570.719727
	Iteration 55Q: 3 clusters Score -676644.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -676648.937500 Penalty: 2570.719727
	Iteration 56Q: 3 clusters Score -676648.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -676655.687500 Penalty: 2570.719727
	Iteration 57Q: 3 clusters Score -676655.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -676665.125000 Penalty: 2570.719727
	Iteration 58Q: 3 clusters Score -676665.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -676672.312500 Penalty: 2570.719727
	Iteration 59Q: 3 clusters Score -676672.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -676675.687500 Penalty: 2570.719727
	Iteration 60F: 3 clusters Score -676675.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -676677.750000 Penalty: 2570.719727
	Iteration 61Q: 3 clusters Score -676677.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -676680.687500 Penalty: 2570.719727
	Iteration 62Q: 3 clusters Score -676680.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -676680.750000 Penalty: 2570.719727
	Iteration 63Q: 3 clusters Score -676680.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -676680.812500 Penalty: 2570.719727
	Iteration 64Q: 3 clusters Score -676680.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -676681.937500 Penalty: 2570.719727
	Iteration 65Q: 3 clusters Score -676681.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -676682.250000 Penalty: 2570.719727
	Iteration 66Q: 3 clusters Score -676682.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -676683.187500 Penalty: 2570.719727
	Iteration 67Q: 3 clusters Score -676683.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -676684.875000 Penalty: 2570.719727
	Iteration 68Q: 3 clusters Score -676684.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -676686.562500 Penalty: 2570.719727
	Iteration 69Q: 3 clusters Score -676686.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -676692.625000 Penalty: 2570.719727
	Iteration 70Q: 3 clusters Score -676692.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -676695.937500 Penalty: 2570.719727
	Iteration 71Q: 3 clusters Score -676695.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -676700.062500 Penalty: 2570.719727
	Iteration 72Q: 3 clusters Score -676700.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -676701.625000 Penalty: 2570.719727
	Iteration 73Q: 3 clusters Score -676701.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -676701.875000 Penalty: 2570.719727
	Iteration 74Q: 3 clusters Score -676701.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -676701.875000 Penalty: 2570.719727
	Iteration 75F: 3 clusters Score -676701.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (15426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Entering Unmasked Estep 
Score: -1902445.750000 Penalty: 1434.998901
	Iteration 0F: 2 clusters Score -1902446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1892186.875000 Penalty: 2869.997803
	Iteration 0F: 3 clusters Score -1892187 nChanged 6691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1895690.375000 Penalty: 2869.997803
	Iteration 1F: 3 clusters Score -1895690 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1896058.000000 Penalty: 2869.997803
	Iteration 2F: 3 clusters Score -1896058 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1896377.875000 Penalty: 2869.997803
	Iteration 3F: 3 clusters Score -1896378 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1896709.000000 Penalty: 2869.997803
	Iteration 4Q: 3 clusters Score -1896709 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1897060.875000 Penalty: 2869.997803
	Iteration 5Q: 3 clusters Score -1897061 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1897423.000000 Penalty: 2869.997803
	Iteration 6Q: 3 clusters Score -1897423 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1897800.125000 Penalty: 2869.997803
	Iteration 7Q: 3 clusters Score -1897800 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -1898217.750000 Penalty: 2869.997803
	Iteration 8Q: 3 clusters Score -1898218 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -1898705.250000 Penalty: 2869.997803
	Iteration 9Q: 3 clusters Score -1898705 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -1899182.500000 Penalty: 2869.997803
	Iteration 10Q: 3 clusters Score -1899182 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -1899637.125000 Penalty: 2869.997803
	Iteration 11Q: 3 clusters Score -1899637 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -1900022.250000 Penalty: 2869.997803
	Iteration 12Q: 3 clusters Score -1900022 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -1900388.250000 Penalty: 2869.997803
	Iteration 13Q: 3 clusters Score -1900388 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -1900668.500000 Penalty: 2869.997803
	Iteration 14Q: 3 clusters Score -1900668 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -1900870.375000 Penalty: 2869.997803
	Iteration 15Q: 3 clusters Score -1900870 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -1901011.625000 Penalty: 2869.997803
	Iteration 16Q: 3 clusters Score -1901012 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -1901106.250000 Penalty: 2869.997803
	Iteration 17Q: 3 clusters Score -1901106 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -1901169.500000 Penalty: 2869.997803
	Iteration 18Q: 3 clusters Score -1901170 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -1901215.125000 Penalty: 2869.997803
	Iteration 19Q: 3 clusters Score -1901215 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -1901254.875000 Penalty: 2869.997803
	Iteration 20F: 3 clusters Score -1901255 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -1901283.500000 Penalty: 2869.997803
	Iteration 21Q: 3 clusters Score -1901284 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -1901306.750000 Penalty: 2869.997803
	Iteration 22Q: 3 clusters Score -1901307 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -1901326.750000 Penalty: 2869.997803
	Iteration 23Q: 3 clusters Score -1901327 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -1901340.125000 Penalty: 2869.997803
	Iteration 24Q: 3 clusters Score -1901340 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -1901358.875000 Penalty: 2869.997803
	Iteration 25Q: 3 clusters Score -1901359 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -1901374.500000 Penalty: 2869.997803
	Iteration 26Q: 3 clusters Score -1901374 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -1901385.125000 Penalty: 2869.997803
	Iteration 27Q: 3 clusters Score -1901385 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -1901390.750000 Penalty: 2869.997803
	Iteration 28Q: 3 clusters Score -1901391 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -1901395.000000 Penalty: 2869.997803
	Iteration 29Q: 3 clusters Score -1901395 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -1901403.375000 Penalty: 2869.997803
	Iteration 30Q: 3 clusters Score -1901403 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -1901410.500000 Penalty: 2869.997803
	Iteration 31Q: 3 clusters Score -1901410 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -1901412.500000 Penalty: 2869.997803
	Iteration 32Q: 3 clusters Score -1901412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -1901416.750000 Penalty: 2869.997803
	Iteration 33Q: 3 clusters Score -1901417 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -1901420.625000 Penalty: 2869.997803
	Iteration 34Q: 3 clusters Score -1901421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -1901421.500000 Penalty: 2869.997803
	Iteration 35Q: 3 clusters Score -1901422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -1901422.250000 Penalty: 2869.997803
	Iteration 36Q: 3 clusters Score -1901422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -1901423.875000 Penalty: 2869.997803
	Iteration 37Q: 3 clusters Score -1901424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -1901423.875000 Penalty: 2869.997803
	Iteration 38F: 3 clusters Score -1901424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (19398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Entering Unmasked Estep 
Score: -2457820.250000 Penalty: 1469.091187
	Iteration 0F: 2 clusters Score -2457820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -2445096.500000 Penalty: 2938.182373
	Iteration 0F: 3 clusters Score -2445096 nChanged 8565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -2449643.500000 Penalty: 2938.182373
	Iteration 1F: 3 clusters Score -2449644 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -2450154.500000 Penalty: 2938.182373
	Iteration 2F: 3 clusters Score -2450154 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -2450618.000000 Penalty: 2938.182373
	Iteration 3F: 3 clusters Score -2450618 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -2451178.250000 Penalty: 2938.182373
	Iteration 4F: 3 clusters Score -2451178 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -2451891.000000 Penalty: 2938.182373
	Iteration 5F: 3 clusters Score -2451891 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -2452747.000000 Penalty: 2938.182373
	Iteration 6F: 3 clusters Score -2452747 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -2453671.500000 Penalty: 2938.182373
	Iteration 7F: 3 clusters Score -2453672 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -2454526.750000 Penalty: 2938.182373
	Iteration 8F: 3 clusters Score -2454527 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -2455204.750000 Penalty: 2938.182373
	Iteration 9Q: 3 clusters Score -2455205 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 18058 members 
Entering Unmasked Estep 
Score: -2455718.750000 Penalty: 2938.182373
	Iteration 10Q: 3 clusters Score -2455719 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -2456074.750000 Penalty: 2938.182373
	Iteration 11Q: 3 clusters Score -2456075 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -2456277.500000 Penalty: 2938.182373
	Iteration 12Q: 3 clusters Score -2456278 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -2456394.250000 Penalty: 2938.182373
	Iteration 13Q: 3 clusters Score -2456394 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -2456468.500000 Penalty: 2938.182373
	Iteration 14Q: 3 clusters Score -2456468 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -2456541.750000 Penalty: 2938.182373
	Iteration 15Q: 3 clusters Score -2456542 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -2456586.500000 Penalty: 2938.182373
	Iteration 16Q: 3 clusters Score -2456586 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -2456611.500000 Penalty: 2938.182373
	Iteration 17Q: 3 clusters Score -2456612 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -2456632.750000 Penalty: 2938.182373
	Iteration 18Q: 3 clusters Score -2456633 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -2456646.500000 Penalty: 2938.182373
	Iteration 19Q: 3 clusters Score -2456646 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -2456666.500000 Penalty: 2938.182373
	Iteration 20F: 3 clusters Score -2456666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -2456680.750000 Penalty: 2938.182373
	Iteration 21Q: 3 clusters Score -2456681 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -2456691.000000 Penalty: 2938.182373
	Iteration 22Q: 3 clusters Score -2456691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -2456693.750000 Penalty: 2938.182373
	Iteration 23Q: 3 clusters Score -2456694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -2456695.500000 Penalty: 2938.182373
	Iteration 24Q: 3 clusters Score -2456696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 19022 members 
Entering Unmasked Estep 
Score: -2456699.750000 Penalty: 2938.182373
	Iteration 25Q: 3 clusters Score -2456700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 19022 members 
Entering Unmasked Estep 
Score: -2456699.750000 Penalty: 2938.182373
	Iteration 26F: 3 clusters Score -2456700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Entering Unmasked Estep 
Score: -429771.812500 Penalty: 1221.828247
	Iteration 0F: 2 clusters Score -429771.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -426894.937500 Penalty: 2443.656494
	Iteration 0F: 3 clusters Score -426894.9 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -427712.593750 Penalty: 2443.656494
	Iteration 1F: 3 clusters Score -427712.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -427922.625000 Penalty: 2443.656494
	Iteration 2F: 3 clusters Score -427922.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -428080.312500 Penalty: 2443.656494
	Iteration 3F: 3 clusters Score -428080.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -428223.875000 Penalty: 2443.656494
	Iteration 4Q: 3 clusters Score -428223.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -428353.593750 Penalty: 2443.656494
	Iteration 5Q: 3 clusters Score -428353.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -428468.531250 Penalty: 2443.656494
	Iteration 6Q: 3 clusters Score -428468.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -428548.031250 Penalty: 2443.656494
	Iteration 7Q: 3 clusters Score -428548 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -428626.937500 Penalty: 2443.656494
	Iteration 8Q: 3 clusters Score -428626.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -428698.781250 Penalty: 2443.656494
	Iteration 9Q: 3 clusters Score -428698.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -428767.250000 Penalty: 2443.656494
	Iteration 10Q: 3 clusters Score -428767.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -428851.906250 Penalty: 2443.656494
	Iteration 11Q: 3 clusters Score -428851.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -428927.750000 Penalty: 2443.656494
	Iteration 12Q: 3 clusters Score -428927.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -429003.187500 Penalty: 2443.656494
	Iteration 13Q: 3 clusters Score -429003.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -429075.125000 Penalty: 2443.656494
	Iteration 14Q: 3 clusters Score -429075.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -429144.781250 Penalty: 2443.656494
	Iteration 15Q: 3 clusters Score -429144.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -429202.312500 Penalty: 2443.656494
	Iteration 16Q: 3 clusters Score -429202.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -429238.906250 Penalty: 2443.656494
	Iteration 17Q: 3 clusters Score -429238.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -429261.000000 Penalty: 2443.656494
	Iteration 18Q: 3 clusters Score -429261 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -429282.437500 Penalty: 2443.656494
	Iteration 19Q: 3 clusters Score -429282.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -429303.312500 Penalty: 2443.656494
	Iteration 20F: 3 clusters Score -429303.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -429319.843750 Penalty: 2443.656494
	Iteration 21Q: 3 clusters Score -429319.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -429336.437500 Penalty: 2443.656494
	Iteration 22Q: 3 clusters Score -429336.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -429351.656250 Penalty: 2443.656494
	Iteration 23Q: 3 clusters Score -429351.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -429365.312500 Penalty: 2443.656494
	Iteration 24Q: 3 clusters Score -429365.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -429376.062500 Penalty: 2443.656494
	Iteration 25Q: 3 clusters Score -429376.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -429383.031250 Penalty: 2443.656494
	Iteration 26Q: 3 clusters Score -429383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -429385.562500 Penalty: 2443.656494
	Iteration 27Q: 3 clusters Score -429385.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -429387.125000 Penalty: 2443.656494
	Iteration 28Q: 3 clusters Score -429387.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -429388.687500 Penalty: 2443.656494
	Iteration 29Q: 3 clusters Score -429388.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -429390.375000 Penalty: 2443.656494
	Iteration 30Q: 3 clusters Score -429390.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -429393.468750 Penalty: 2443.656494
	Iteration 31Q: 3 clusters Score -429393.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -429395.281250 Penalty: 2443.656494
	Iteration 32Q: 3 clusters Score -429395.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -429396.625000 Penalty: 2443.656494
	Iteration 33Q: 3 clusters Score -429396.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -429397.093750 Penalty: 2443.656494
	Iteration 34Q: 3 clusters Score -429397.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -429397.531250 Penalty: 2443.656494
	Iteration 35Q: 3 clusters Score -429397.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -429397.531250 Penalty: 2443.656494
	Iteration 36F: 3 clusters Score -429397.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (14789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Entering Unmasked Estep 
Score: -1861817.750000 Penalty: 1428.723877
	Iteration 0F: 2 clusters Score -1861818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1852039.000000 Penalty: 2857.447754
	Iteration 0F: 3 clusters Score -1852039 nChanged 6374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1855350.500000 Penalty: 2857.447754
	Iteration 1F: 3 clusters Score -1855350 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1855700.750000 Penalty: 2857.447754
	Iteration 2F: 3 clusters Score -1855701 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1855968.125000 Penalty: 2857.447754
	Iteration 3Q: 3 clusters Score -1855968 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1856174.625000 Penalty: 2857.447754
	Iteration 4Q: 3 clusters Score -1856175 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1856338.875000 Penalty: 2857.447754
	Iteration 5Q: 3 clusters Score -1856339 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1856472.625000 Penalty: 2857.447754
	Iteration 6Q: 3 clusters Score -1856473 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1856583.375000 Penalty: 2857.447754
	Iteration 7Q: 3 clusters Score -1856583 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1856703.125000 Penalty: 2857.447754
	Iteration 8Q: 3 clusters Score -1856703 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1856791.875000 Penalty: 2857.447754
	Iteration 9Q: 3 clusters Score -1856792 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1856863.000000 Penalty: 2857.447754
	Iteration 10Q: 3 clusters Score -1856863 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1856924.750000 Penalty: 2857.447754
	Iteration 11Q: 3 clusters Score -1856925 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1856975.500000 Penalty: 2857.447754
	Iteration 12Q: 3 clusters Score -1856976 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1857022.000000 Penalty: 2857.447754
	Iteration 13Q: 3 clusters Score -1857022 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1857074.250000 Penalty: 2857.447754
	Iteration 14Q: 3 clusters Score -1857074 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1857124.750000 Penalty: 2857.447754
	Iteration 15Q: 3 clusters Score -1857125 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1857182.125000 Penalty: 2857.447754
	Iteration 16Q: 3 clusters Score -1857182 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1857247.750000 Penalty: 2857.447754
	Iteration 17Q: 3 clusters Score -1857248 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1857309.125000 Penalty: 2857.447754
	Iteration 18Q: 3 clusters Score -1857309 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1857377.625000 Penalty: 2857.447754
	Iteration 19Q: 3 clusters Score -1857378 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1857464.000000 Penalty: 2857.447754
	Iteration 20F: 3 clusters Score -1857464 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1857569.500000 Penalty: 2857.447754
	Iteration 21Q: 3 clusters Score -1857570 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1857717.875000 Penalty: 2857.447754
	Iteration 22Q: 3 clusters Score -1857718 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1857889.000000 Penalty: 2857.447754
	Iteration 23Q: 3 clusters Score -1857889 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1858082.250000 Penalty: 2857.447754
	Iteration 24Q: 3 clusters Score -1858082 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1858328.625000 Penalty: 2857.447754
	Iteration 25Q: 3 clusters Score -1858329 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1858623.500000 Penalty: 2857.447754
	Iteration 26Q: 3 clusters Score -1858624 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1858924.000000 Penalty: 2857.447754
	Iteration 27Q: 3 clusters Score -1858924 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1859164.000000 Penalty: 2857.447754
	Iteration 28Q: 3 clusters Score -1859164 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1859380.375000 Penalty: 2857.447754
	Iteration 29Q: 3 clusters Score -1859380 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1859564.875000 Penalty: 2857.447754
	Iteration 30Q: 3 clusters Score -1859565 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1859725.250000 Penalty: 2857.447754
	Iteration 31Q: 3 clusters Score -1859725 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1859879.875000 Penalty: 2857.447754
	Iteration 32Q: 3 clusters Score -1859880 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1860025.125000 Penalty: 2857.447754
	Iteration 33Q: 3 clusters Score -1860025 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1860159.125000 Penalty: 2857.447754
	Iteration 34Q: 3 clusters Score -1860159 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1860260.750000 Penalty: 2857.447754
	Iteration 35Q: 3 clusters Score -1860261 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1860349.375000 Penalty: 2857.447754
	Iteration 36Q: 3 clusters Score -1860349 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1860434.000000 Penalty: 2857.447754
	Iteration 37Q: 3 clusters Score -1860434 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1860488.625000 Penalty: 2857.447754
	Iteration 38Q: 3 clusters Score -1860489 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1860533.625000 Penalty: 2857.447754
	Iteration 39Q: 3 clusters Score -1860534 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1860561.250000 Penalty: 2857.447754
	Iteration 40F: 3 clusters Score -1860561 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1860584.625000 Penalty: 2857.447754
	Iteration 41Q: 3 clusters Score -1860585 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1860610.625000 Penalty: 2857.447754
	Iteration 42Q: 3 clusters Score -1860611 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1860622.500000 Penalty: 2857.447754
	Iteration 43Q: 3 clusters Score -1860622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1860628.250000 Penalty: 2857.447754
	Iteration 44Q: 3 clusters Score -1860628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1860639.000000 Penalty: 2857.447754
	Iteration 45Q: 3 clusters Score -1860639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1860643.375000 Penalty: 2857.447754
	Iteration 46Q: 3 clusters Score -1860643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1860648.000000 Penalty: 2857.447754
	Iteration 47Q: 3 clusters Score -1860648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1860647.375000 Penalty: 2857.447754
	Iteration 48Q: 3 clusters Score -1860647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1860647.375000 Penalty: 2857.447754
	Iteration 49F: 3 clusters Score -1860647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Entering Unmasked Estep 
Score: -648614.187500 Penalty: 1281.432251
	Iteration 0F: 2 clusters Score -648614.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -644644.437500 Penalty: 2562.864502
	Iteration 0F: 3 clusters Score -644644.4 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -645947.375000 Penalty: 2562.864502
	Iteration 1F: 3 clusters Score -645947.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -646166.062500 Penalty: 2562.864502
	Iteration 2F: 3 clusters Score -646166.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -646290.500000 Penalty: 2562.864502
	Iteration 3Q: 3 clusters Score -646290.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -646385.312500 Penalty: 2562.864502
	Iteration 4Q: 3 clusters Score -646385.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -646470.625000 Penalty: 2562.864502
	Iteration 5Q: 3 clusters Score -646470.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -646527.937500 Penalty: 2562.864502
	Iteration 6Q: 3 clusters Score -646527.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -646571.312500 Penalty: 2562.864502
	Iteration 7Q: 3 clusters Score -646571.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -646610.562500 Penalty: 2562.864502
	Iteration 8Q: 3 clusters Score -646610.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -646643.437500 Penalty: 2562.864502
	Iteration 9Q: 3 clusters Score -646643.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -646673.625000 Penalty: 2562.864502
	Iteration 10Q: 3 clusters Score -646673.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -646704.062500 Penalty: 2562.864502
	Iteration 11Q: 3 clusters Score -646704.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -646732.437500 Penalty: 2562.864502
	Iteration 12Q: 3 clusters Score -646732.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -646764.625000 Penalty: 2562.864502
	Iteration 13Q: 3 clusters Score -646764.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -646797.562500 Penalty: 2562.864502
	Iteration 14Q: 3 clusters Score -646797.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -646832.937500 Penalty: 2562.864502
	Iteration 15Q: 3 clusters Score -646832.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -646873.812500 Penalty: 2562.864502
	Iteration 16Q: 3 clusters Score -646873.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -646914.500000 Penalty: 2562.864502
	Iteration 17Q: 3 clusters Score -646914.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -646960.437500 Penalty: 2562.864502
	Iteration 18Q: 3 clusters Score -646960.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -647003.937500 Penalty: 2562.864502
	Iteration 19Q: 3 clusters Score -647003.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -647051.125000 Penalty: 2562.864502
	Iteration 20F: 3 clusters Score -647051.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -647108.250000 Penalty: 2562.864502
	Iteration 21Q: 3 clusters Score -647108.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -647173.375000 Penalty: 2562.864502
	Iteration 22Q: 3 clusters Score -647173.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -647263.687500 Penalty: 2562.864502
	Iteration 23Q: 3 clusters Score -647263.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -647377.125000 Penalty: 2562.864502
	Iteration 24Q: 3 clusters Score -647377.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -647533.937500 Penalty: 2562.864502
	Iteration 25Q: 3 clusters Score -647533.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -647715.375000 Penalty: 2562.864502
	Iteration 26Q: 3 clusters Score -647715.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -647839.062500 Penalty: 2562.864502
	Iteration 27Q: 3 clusters Score -647839.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -647932.812500 Penalty: 2562.864502
	Iteration 28Q: 3 clusters Score -647932.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -647993.125000 Penalty: 2562.864502
	Iteration 29Q: 3 clusters Score -647993.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -648051.625000 Penalty: 2562.864502
	Iteration 30Q: 3 clusters Score -648051.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -648104.937500 Penalty: 2562.864502
	Iteration 31Q: 3 clusters Score -648104.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -648170.312500 Penalty: 2562.864502
	Iteration 32Q: 3 clusters Score -648170.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -648231.687500 Penalty: 2562.864502
	Iteration 33Q: 3 clusters Score -648231.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -648284.062500 Penalty: 2562.864502
	Iteration 34Q: 3 clusters Score -648284.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -648337.250000 Penalty: 2562.864502
	Iteration 35Q: 3 clusters Score -648337.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -648389.500000 Penalty: 2562.864502
	Iteration 36Q: 3 clusters Score -648389.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -648427.625000 Penalty: 2562.864502
	Iteration 37Q: 3 clusters Score -648427.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -648453.812500 Penalty: 2562.864502
	Iteration 38Q: 3 clusters Score -648453.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -648477.187500 Penalty: 2562.864502
	Iteration 39Q: 3 clusters Score -648477.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -648490.500000 Penalty: 2562.864502
	Iteration 40F: 3 clusters Score -648490.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -648493.875000 Penalty: 2562.864502
	Iteration 41Q: 3 clusters Score -648493.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -648500.187500 Penalty: 2562.864502
	Iteration 42Q: 3 clusters Score -648500.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -648504.187500 Penalty: 2562.864502
	Iteration 43Q: 3 clusters Score -648504.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -648506.750000 Penalty: 2562.864502
	Iteration 44Q: 3 clusters Score -648506.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -648511.250000 Penalty: 2562.864502
	Iteration 45Q: 3 clusters Score -648511.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -648513.625000 Penalty: 2562.864502
	Iteration 46Q: 3 clusters Score -648513.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -648517.625000 Penalty: 2562.864502
	Iteration 47Q: 3 clusters Score -648517.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -648517.500000 Penalty: 2562.864502
	Iteration 48Q: 3 clusters Score -648517.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -648518.312500 Penalty: 2562.864502
	Iteration 49Q: 3 clusters Score -648518.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -648521.312500 Penalty: 2562.864502
	Iteration 50Q: 3 clusters Score -648521.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -648525.500000 Penalty: 2562.864502
	Iteration 51Q: 3 clusters Score -648525.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -648526.937500 Penalty: 2562.864502
	Iteration 52Q: 3 clusters Score -648526.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -648527.937500 Penalty: 2562.864502
	Iteration 53Q: 3 clusters Score -648527.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -648530.250000 Penalty: 2562.864502
	Iteration 54Q: 3 clusters Score -648530.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -648531.625000 Penalty: 2562.864502
	Iteration 55Q: 3 clusters Score -648531.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -648531.250000 Penalty: 2562.864502
	Iteration 56Q: 3 clusters Score -648531.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -648532.750000 Penalty: 2562.864502
	Iteration 57Q: 3 clusters Score -648532.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -648534.125000 Penalty: 2562.864502
	Iteration 58Q: 3 clusters Score -648534.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -648535.750000 Penalty: 2562.864502
	Iteration 59Q: 3 clusters Score -648535.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -648536.125000 Penalty: 2562.864502
	Iteration 60F: 3 clusters Score -648536.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (14577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Entering Unmasked Estep 
Score: -1734137.000000 Penalty: 1426.575439
	Iteration 0F: 2 clusters Score -1734137 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1724382.875000 Penalty: 2853.150879
	Iteration 0F: 3 clusters Score -1724383 nChanged 6310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1727799.625000 Penalty: 2853.150879
	Iteration 1F: 3 clusters Score -1727800 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1728169.000000 Penalty: 2853.150879
	Iteration 2F: 3 clusters Score -1728169 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1728457.000000 Penalty: 2853.150879
	Iteration 3Q: 3 clusters Score -1728457 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1728686.500000 Penalty: 2853.150879
	Iteration 4Q: 3 clusters Score -1728686 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1728891.750000 Penalty: 2853.150879
	Iteration 5Q: 3 clusters Score -1728892 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1729074.000000 Penalty: 2853.150879
	Iteration 6Q: 3 clusters Score -1729074 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1729272.625000 Penalty: 2853.150879
	Iteration 7Q: 3 clusters Score -1729273 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1729467.250000 Penalty: 2853.150879
	Iteration 8Q: 3 clusters Score -1729467 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1729666.250000 Penalty: 2853.150879
	Iteration 9Q: 3 clusters Score -1729666 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1729908.000000 Penalty: 2853.150879
	Iteration 10Q: 3 clusters Score -1729908 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1730187.250000 Penalty: 2853.150879
	Iteration 11Q: 3 clusters Score -1730187 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1730492.875000 Penalty: 2853.150879
	Iteration 12Q: 3 clusters Score -1730493 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1730869.625000 Penalty: 2853.150879
	Iteration 13Q: 3 clusters Score -1730870 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1731291.125000 Penalty: 2853.150879
	Iteration 14Q: 3 clusters Score -1731291 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1731653.250000 Penalty: 2853.150879
	Iteration 15Q: 3 clusters Score -1731653 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1731950.250000 Penalty: 2853.150879
	Iteration 16Q: 3 clusters Score -1731950 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1732176.000000 Penalty: 2853.150879
	Iteration 17Q: 3 clusters Score -1732176 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1732313.750000 Penalty: 2853.150879
	Iteration 18Q: 3 clusters Score -1732314 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1732435.875000 Penalty: 2853.150879
	Iteration 19Q: 3 clusters Score -1732436 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1732523.875000 Penalty: 2853.150879
	Iteration 20F: 3 clusters Score -1732524 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1732603.875000 Penalty: 2853.150879
	Iteration 21Q: 3 clusters Score -1732604 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1732660.375000 Penalty: 2853.150879
	Iteration 22Q: 3 clusters Score -1732660 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1732720.250000 Penalty: 2853.150879
	Iteration 23Q: 3 clusters Score -1732720 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1732765.500000 Penalty: 2853.150879
	Iteration 24Q: 3 clusters Score -1732766 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1732797.625000 Penalty: 2853.150879
	Iteration 25Q: 3 clusters Score -1732798 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1732830.500000 Penalty: 2853.150879
	Iteration 26Q: 3 clusters Score -1732830 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1732860.125000 Penalty: 2853.150879
	Iteration 27Q: 3 clusters Score -1732860 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1732895.875000 Penalty: 2853.150879
	Iteration 28Q: 3 clusters Score -1732896 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1732930.625000 Penalty: 2853.150879
	Iteration 29Q: 3 clusters Score -1732931 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1732950.125000 Penalty: 2853.150879
	Iteration 30Q: 3 clusters Score -1732950 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1732969.125000 Penalty: 2853.150879
	Iteration 31Q: 3 clusters Score -1732969 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1732981.125000 Penalty: 2853.150879
	Iteration 32Q: 3 clusters Score -1732981 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1732989.375000 Penalty: 2853.150879
	Iteration 33Q: 3 clusters Score -1732989 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1732999.875000 Penalty: 2853.150879
	Iteration 34Q: 3 clusters Score -1733000 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1733005.625000 Penalty: 2853.150879
	Iteration 35Q: 3 clusters Score -1733006 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1733014.250000 Penalty: 2853.150879
	Iteration 36Q: 3 clusters Score -1733014 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1733027.250000 Penalty: 2853.150879
	Iteration 37Q: 3 clusters Score -1733027 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1733029.875000 Penalty: 2853.150879
	Iteration 38Q: 3 clusters Score -1733030 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1733036.875000 Penalty: 2853.150879
	Iteration 39Q: 3 clusters Score -1733037 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1733047.875000 Penalty: 2853.150879
	Iteration 40F: 3 clusters Score -1733048 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1733057.750000 Penalty: 2853.150879
	Iteration 41Q: 3 clusters Score -1733058 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1733065.875000 Penalty: 2853.150879
	Iteration 42Q: 3 clusters Score -1733066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1733075.625000 Penalty: 2853.150879
	Iteration 43Q: 3 clusters Score -1733076 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1733077.000000 Penalty: 2853.150879
	Iteration 44Q: 3 clusters Score -1733077 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1733080.875000 Penalty: 2853.150879
	Iteration 45Q: 3 clusters Score -1733081 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1733088.500000 Penalty: 2853.150879
	Iteration 46Q: 3 clusters Score -1733088 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1733098.000000 Penalty: 2853.150879
	Iteration 47Q: 3 clusters Score -1733098 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1733107.500000 Penalty: 2853.150879
	Iteration 48Q: 3 clusters Score -1733108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1733111.125000 Penalty: 2853.150879
	Iteration 49Q: 3 clusters Score -1733111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1733111.250000 Penalty: 2853.150879
	Iteration 50Q: 3 clusters Score -1733111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1733111.000000 Penalty: 2853.150879
	Iteration 51Q: 3 clusters Score -1733111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1733112.000000 Penalty: 2853.150879
	Iteration 52Q: 3 clusters Score -1733112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1733111.500000 Penalty: 2853.150879
	Iteration 53Q: 3 clusters Score -1733112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1733116.375000 Penalty: 2853.150879
	Iteration 54Q: 3 clusters Score -1733116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1733116.375000 Penalty: 2853.150879
	Iteration 55F: 3 clusters Score -1733116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -1434112.500000 Penalty: 1396.981934
	Iteration 0F: 2 clusters Score -1434112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1426138.000000 Penalty: 2793.963867
	Iteration 0F: 3 clusters Score -1426138 nChanged 5068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1428905.000000 Penalty: 2793.963867
	Iteration 1F: 3 clusters Score -1428905 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1429276.625000 Penalty: 2793.963867
	Iteration 2F: 3 clusters Score -1429277 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1429550.875000 Penalty: 2793.963867
	Iteration 3F: 3 clusters Score -1429551 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1429792.250000 Penalty: 2793.963867
	Iteration 4Q: 3 clusters Score -1429792 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1430009.000000 Penalty: 2793.963867
	Iteration 5Q: 3 clusters Score -1430009 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1430223.375000 Penalty: 2793.963867
	Iteration 6Q: 3 clusters Score -1430223 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1430421.875000 Penalty: 2793.963867
	Iteration 7Q: 3 clusters Score -1430422 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1430615.125000 Penalty: 2793.963867
	Iteration 8Q: 3 clusters Score -1430615 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1430802.500000 Penalty: 2793.963867
	Iteration 9Q: 3 clusters Score -1430802 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1431002.500000 Penalty: 2793.963867
	Iteration 10Q: 3 clusters Score -1431002 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1431242.875000 Penalty: 2793.963867
	Iteration 11Q: 3 clusters Score -1431243 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1431546.500000 Penalty: 2793.963867
	Iteration 12Q: 3 clusters Score -1431546 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1431854.875000 Penalty: 2793.963867
	Iteration 13Q: 3 clusters Score -1431855 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1432114.625000 Penalty: 2793.963867
	Iteration 14Q: 3 clusters Score -1432115 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1432322.125000 Penalty: 2793.963867
	Iteration 15Q: 3 clusters Score -1432322 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1432471.875000 Penalty: 2793.963867
	Iteration 16Q: 3 clusters Score -1432472 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1432607.875000 Penalty: 2793.963867
	Iteration 17Q: 3 clusters Score -1432608 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1432741.125000 Penalty: 2793.963867
	Iteration 18Q: 3 clusters Score -1432741 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1432857.625000 Penalty: 2793.963867
	Iteration 19Q: 3 clusters Score -1432858 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1432944.125000 Penalty: 2793.963867
	Iteration 20F: 3 clusters Score -1432944 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1433001.125000 Penalty: 2793.963867
	Iteration 21Q: 3 clusters Score -1433001 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1433053.750000 Penalty: 2793.963867
	Iteration 22Q: 3 clusters Score -1433054 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1433099.375000 Penalty: 2793.963867
	Iteration 23Q: 3 clusters Score -1433099 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1433150.375000 Penalty: 2793.963867
	Iteration 24Q: 3 clusters Score -1433150 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1433192.500000 Penalty: 2793.963867
	Iteration 25Q: 3 clusters Score -1433192 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1433230.500000 Penalty: 2793.963867
	Iteration 26Q: 3 clusters Score -1433230 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1433253.625000 Penalty: 2793.963867
	Iteration 27Q: 3 clusters Score -1433254 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1433266.500000 Penalty: 2793.963867
	Iteration 28Q: 3 clusters Score -1433266 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1433278.125000 Penalty: 2793.963867
	Iteration 29Q: 3 clusters Score -1433278 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1433296.375000 Penalty: 2793.963867
	Iteration 30Q: 3 clusters Score -1433296 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1433306.125000 Penalty: 2793.963867
	Iteration 31Q: 3 clusters Score -1433306 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1433321.250000 Penalty: 2793.963867
	Iteration 32Q: 3 clusters Score -1433321 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1433337.250000 Penalty: 2793.963867
	Iteration 33Q: 3 clusters Score -1433337 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1433346.375000 Penalty: 2793.963867
	Iteration 34Q: 3 clusters Score -1433346 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1433352.125000 Penalty: 2793.963867
	Iteration 35Q: 3 clusters Score -1433352 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1433358.375000 Penalty: 2793.963867
	Iteration 36Q: 3 clusters Score -1433358 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1433365.750000 Penalty: 2793.963867
	Iteration 37Q: 3 clusters Score -1433366 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1433364.750000 Penalty: 2793.963867
	Iteration 38Q: 3 clusters Score -1433365 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1433371.750000 Penalty: 2793.963867
	Iteration 39Q: 3 clusters Score -1433372 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1433373.500000 Penalty: 2793.963867
	Iteration 40F: 3 clusters Score -1433374 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1433378.375000 Penalty: 2793.963867
	Iteration 41Q: 3 clusters Score -1433378 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1433385.875000 Penalty: 2793.963867
	Iteration 42Q: 3 clusters Score -1433386 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1433384.250000 Penalty: 2793.963867
	Iteration 43Q: 3 clusters Score -1433384 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1433385.250000 Penalty: 2793.963867
	Iteration 44Q: 3 clusters Score -1433385 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1433391.000000 Penalty: 2793.963867
	Iteration 45Q: 3 clusters Score -1433391 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1433395.125000 Penalty: 2793.963867
	Iteration 46Q: 3 clusters Score -1433395 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1433400.500000 Penalty: 2793.963867
	Iteration 47Q: 3 clusters Score -1433400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1433398.875000 Penalty: 2793.963867
	Iteration 48Q: 3 clusters Score -1433399 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1433404.250000 Penalty: 2793.963867
	Iteration 49Q: 3 clusters Score -1433404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1433404.125000 Penalty: 2793.963867
	Iteration 50Q: 3 clusters Score -1433404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1433404.125000 Penalty: 2793.963867
	Iteration 51Q: 3 clusters Score -1433404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1433405.625000 Penalty: 2793.963867
	Iteration 52Q: 3 clusters Score -1433406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1433407.125000 Penalty: 2793.963867
	Iteration 53Q: 3 clusters Score -1433407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1433407.625000 Penalty: 2793.963867
	Iteration 54Q: 3 clusters Score -1433408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1433412.000000 Penalty: 2793.963867
	Iteration 55Q: 3 clusters Score -1433412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1433411.000000 Penalty: 2793.963867
	Iteration 56Q: 3 clusters Score -1433411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1433411.000000 Penalty: 2793.963867
	Iteration 57Q: 3 clusters Score -1433411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1433409.375000 Penalty: 2793.963867
	Iteration 58Q: 3 clusters Score -1433409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1433410.500000 Penalty: 2793.963867
	Iteration 59Q: 3 clusters Score -1433410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1433410.500000 Penalty: 2793.963867
	Iteration 60F: 3 clusters Score -1433410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Entering Unmasked Estep 
Score: -24412.658203 Penalty: 857.860474
	Iteration 0F: 2 clusters Score -24412.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -23686.074219 Penalty: 1715.720947
	Iteration 0F: 3 clusters Score -23686.07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -23895.476562 Penalty: 1715.720947
	Iteration 1F: 3 clusters Score -23895.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -23950.097656 Penalty: 1715.720947
	Iteration 2Q: 3 clusters Score -23950.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -23992.847656 Penalty: 1715.720947
	Iteration 3Q: 3 clusters Score -23992.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -24027.072266 Penalty: 1715.720947
	Iteration 4Q: 3 clusters Score -24027.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -24058.396484 Penalty: 1715.720947
	Iteration 5Q: 3 clusters Score -24058.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -24070.035156 Penalty: 1715.720947
	Iteration 6Q: 3 clusters Score -24070.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -24076.767578 Penalty: 1715.720947
	Iteration 7Q: 3 clusters Score -24076.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -24083.267578 Penalty: 1715.720947
	Iteration 8Q: 3 clusters Score -24083.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -24086.923828 Penalty: 1715.720947
	Iteration 9Q: 3 clusters Score -24086.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -24086.923828 Penalty: 1715.720947
	Iteration 10F: 3 clusters Score -24086.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (16091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Entering Unmasked Estep 
Score: -2044726.625000 Penalty: 1441.279053
	Iteration 0F: 2 clusters Score -2044727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -2034098.625000 Penalty: 2882.558105
	Iteration 0F: 3 clusters Score -2034099 nChanged 6864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -2037634.000000 Penalty: 2882.558105
	Iteration 1F: 3 clusters Score -2037634 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -2037973.500000 Penalty: 2882.558105
	Iteration 2F: 3 clusters Score -2037974 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -2038186.125000 Penalty: 2882.558105
	Iteration 3Q: 3 clusters Score -2038186 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -2038339.875000 Penalty: 2882.558105
	Iteration 4Q: 3 clusters Score -2038340 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -2038488.750000 Penalty: 2882.558105
	Iteration 5Q: 3 clusters Score -2038489 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -2038610.625000 Penalty: 2882.558105
	Iteration 6Q: 3 clusters Score -2038611 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -2038709.500000 Penalty: 2882.558105
	Iteration 7Q: 3 clusters Score -2038710 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -2038805.250000 Penalty: 2882.558105
	Iteration 8Q: 3 clusters Score -2038805 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -2038908.250000 Penalty: 2882.558105
	Iteration 9Q: 3 clusters Score -2038908 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -2039029.500000 Penalty: 2882.558105
	Iteration 10Q: 3 clusters Score -2039030 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -2039163.875000 Penalty: 2882.558105
	Iteration 11Q: 3 clusters Score -2039164 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -2039314.000000 Penalty: 2882.558105
	Iteration 12Q: 3 clusters Score -2039314 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -2039504.875000 Penalty: 2882.558105
	Iteration 13Q: 3 clusters Score -2039505 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -2039760.250000 Penalty: 2882.558105
	Iteration 14Q: 3 clusters Score -2039760 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -2040067.875000 Penalty: 2882.558105
	Iteration 15Q: 3 clusters Score -2040068 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -2040430.375000 Penalty: 2882.558105
	Iteration 16Q: 3 clusters Score -2040430 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -2040853.500000 Penalty: 2882.558105
	Iteration 17Q: 3 clusters Score -2040854 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -2041278.125000 Penalty: 2882.558105
	Iteration 18Q: 3 clusters Score -2041278 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -2041748.500000 Penalty: 2882.558105
	Iteration 19Q: 3 clusters Score -2041748 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -2042127.625000 Penalty: 2882.558105
	Iteration 20F: 3 clusters Score -2042128 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -2042472.250000 Penalty: 2882.558105
	Iteration 21Q: 3 clusters Score -2042472 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2042745.500000 Penalty: 2882.558105
	Iteration 22Q: 3 clusters Score -2042746 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -2042957.375000 Penalty: 2882.558105
	Iteration 23Q: 3 clusters Score -2042957 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2043127.250000 Penalty: 2882.558105
	Iteration 24Q: 3 clusters Score -2043127 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2043250.125000 Penalty: 2882.558105
	Iteration 25Q: 3 clusters Score -2043250 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2043344.000000 Penalty: 2882.558105
	Iteration 26Q: 3 clusters Score -2043344 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2043412.375000 Penalty: 2882.558105
	Iteration 27Q: 3 clusters Score -2043412 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2043464.375000 Penalty: 2882.558105
	Iteration 28Q: 3 clusters Score -2043464 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2043487.250000 Penalty: 2882.558105
	Iteration 29Q: 3 clusters Score -2043487 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2043510.500000 Penalty: 2882.558105
	Iteration 30Q: 3 clusters Score -2043510 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2043537.625000 Penalty: 2882.558105
	Iteration 31Q: 3 clusters Score -2043538 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2043548.125000 Penalty: 2882.558105
	Iteration 32Q: 3 clusters Score -2043548 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2043559.625000 Penalty: 2882.558105
	Iteration 33Q: 3 clusters Score -2043560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2043571.500000 Penalty: 2882.558105
	Iteration 34Q: 3 clusters Score -2043572 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2043591.500000 Penalty: 2882.558105
	Iteration 35Q: 3 clusters Score -2043592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2043601.875000 Penalty: 2882.558105
	Iteration 36Q: 3 clusters Score -2043602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2043610.000000 Penalty: 2882.558105
	Iteration 37Q: 3 clusters Score -2043610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2043613.125000 Penalty: 2882.558105
	Iteration 38Q: 3 clusters Score -2043613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2043628.500000 Penalty: 2882.558105
	Iteration 39Q: 3 clusters Score -2043628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2043633.625000 Penalty: 2882.558105
	Iteration 40F: 3 clusters Score -2043634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2043635.000000 Penalty: 2882.558105
	Iteration 41Q: 3 clusters Score -2043635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2043635.875000 Penalty: 2882.558105
	Iteration 42Q: 3 clusters Score -2043636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2043635.500000 Penalty: 2882.558105
	Iteration 43Q: 3 clusters Score -2043636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2043640.625000 Penalty: 2882.558105
	Iteration 44Q: 3 clusters Score -2043641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2043645.250000 Penalty: 2882.558105
	Iteration 45Q: 3 clusters Score -2043645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2043649.750000 Penalty: 2882.558105
	Iteration 46Q: 3 clusters Score -2043650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2043651.750000 Penalty: 2882.558105
	Iteration 47Q: 3 clusters Score -2043652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2043654.625000 Penalty: 2882.558105
	Iteration 48Q: 3 clusters Score -2043655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2043655.000000 Penalty: 2882.558105
	Iteration 49Q: 3 clusters Score -2043655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2043656.625000 Penalty: 2882.558105
	Iteration 50Q: 3 clusters Score -2043657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2043656.375000 Penalty: 2882.558105
	Iteration 51Q: 3 clusters Score -2043656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2043656.375000 Penalty: 2882.558105
	Iteration 52F: 3 clusters Score -2043656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Entering Unmasked Estep 
Score: -38729.703125 Penalty: 894.476562
	Iteration 0F: 2 clusters Score -38729.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -37898.851562 Penalty: 1788.953125
	Iteration 0F: 3 clusters Score -37898.85 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -38062.667969 Penalty: 1788.953125
	Iteration 1F: 3 clusters Score -38062.67 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -38149.625000 Penalty: 1788.953125
	Iteration 2F: 3 clusters Score -38149.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -38163.734375 Penalty: 1788.953125
	Iteration 3Q: 3 clusters Score -38163.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -38166.179688 Penalty: 1788.953125
	Iteration 4Q: 3 clusters Score -38166.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -38166.179688 Penalty: 1788.953125
	Iteration 5F: 3 clusters Score -38166.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Entering Unmasked Estep 
Score: -187827.375000 Penalty: 1100.209106
	Iteration 0F: 2 clusters Score -187827.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -186180.015625 Penalty: 2200.418213
	Iteration 0F: 3 clusters Score -186180 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -186565.140625 Penalty: 2200.418213
	Iteration 1F: 3 clusters Score -186565.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -186659.390625 Penalty: 2200.418213
	Iteration 2F: 3 clusters Score -186659.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -186727.531250 Penalty: 2200.418213
	Iteration 3Q: 3 clusters Score -186727.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -186761.390625 Penalty: 2200.418213
	Iteration 4Q: 3 clusters Score -186761.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -186783.046875 Penalty: 2200.418213
	Iteration 5Q: 3 clusters Score -186783 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -186798.703125 Penalty: 2200.418213
	Iteration 6Q: 3 clusters Score -186798.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -186811.187500 Penalty: 2200.418213
	Iteration 7Q: 3 clusters Score -186811.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -186818.234375 Penalty: 2200.418213
	Iteration 8Q: 3 clusters Score -186818.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -186823.515625 Penalty: 2200.418213
	Iteration 9Q: 3 clusters Score -186823.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -186829.781250 Penalty: 2200.418213
	Iteration 10Q: 3 clusters Score -186829.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -186833.437500 Penalty: 2200.418213
	Iteration 11Q: 3 clusters Score -186833.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -186835.640625 Penalty: 2200.418213
	Iteration 12Q: 3 clusters Score -186835.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -186836.015625 Penalty: 2200.418213
	Iteration 13Q: 3 clusters Score -186836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -186836.015625 Penalty: 2200.418213
	Iteration 14F: 3 clusters Score -186836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Entering Unmasked Estep 
Score: -12719.684570 Penalty: 783.088318
	Iteration 0F: 2 clusters Score -12719.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -12209.079102 Penalty: 1566.176636
	Iteration 0F: 3 clusters Score -12209.08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -12331.665039 Penalty: 1566.176636
	Iteration 1F: 3 clusters Score -12331.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -12413.875977 Penalty: 1566.176636
	Iteration 2Q: 3 clusters Score -12413.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -12434.252930 Penalty: 1566.176636
	Iteration 3Q: 3 clusters Score -12434.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -12436.438477 Penalty: 1566.176636
	Iteration 4Q: 3 clusters Score -12436.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -12436.438477 Penalty: 1566.176636
	Iteration 5F: 3 clusters Score -12436.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -28486.371094 Penalty: 853.121216
	Iteration 0F: 2 clusters Score -28486.37 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 155 members 
Entering Unmasked Estep 
Score: -27765.412109 Penalty: 1706.242432
	Iteration 0F: 3 clusters Score -27765.41 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -27877.191406 Penalty: 1706.242432
	Iteration 1F: 3 clusters Score -27877.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -27902.152344 Penalty: 1706.242432
	Iteration 2Q: 3 clusters Score -27902.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -27906.804688 Penalty: 1706.242432
	Iteration 3Q: 3 clusters Score -27906.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -27906.804688 Penalty: 1706.242432
	Iteration 4F: 3 clusters Score -27906.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (6901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Entering Unmasked Estep 
Score: -874682.937500 Penalty: 1315.305908
	Iteration 0F: 2 clusters Score -874682.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -869845.312500 Penalty: 2630.611816
	Iteration 0F: 3 clusters Score -869845.3 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -871332.937500 Penalty: 2630.611816
	Iteration 1F: 3 clusters Score -871332.9 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -871565.375000 Penalty: 2630.611816
	Iteration 2F: 3 clusters Score -871565.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -871717.437500 Penalty: 2630.611816
	Iteration 3Q: 3 clusters Score -871717.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -871825.625000 Penalty: 2630.611816
	Iteration 4Q: 3 clusters Score -871825.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -871922.375000 Penalty: 2630.611816
	Iteration 5Q: 3 clusters Score -871922.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -872016.125000 Penalty: 2630.611816
	Iteration 6Q: 3 clusters Score -872016.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -872112.250000 Penalty: 2630.611816
	Iteration 7Q: 3 clusters Score -872112.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -872221.562500 Penalty: 2630.611816
	Iteration 8Q: 3 clusters Score -872221.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -872356.812500 Penalty: 2630.611816
	Iteration 9Q: 3 clusters Score -872356.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -872502.562500 Penalty: 2630.611816
	Iteration 10Q: 3 clusters Score -872502.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -872646.312500 Penalty: 2630.611816
	Iteration 11Q: 3 clusters Score -872646.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -872811.125000 Penalty: 2630.611816
	Iteration 12Q: 3 clusters Score -872811.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -872976.687500 Penalty: 2630.611816
	Iteration 13Q: 3 clusters Score -872976.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -873129.812500 Penalty: 2630.611816
	Iteration 14Q: 3 clusters Score -873129.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -873264.375000 Penalty: 2630.611816
	Iteration 15Q: 3 clusters Score -873264.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -873362.187500 Penalty: 2630.611816
	Iteration 16Q: 3 clusters Score -873362.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -873438.437500 Penalty: 2630.611816
	Iteration 17Q: 3 clusters Score -873438.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -873497.750000 Penalty: 2630.611816
	Iteration 18Q: 3 clusters Score -873497.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -873542.062500 Penalty: 2630.611816
	Iteration 19Q: 3 clusters Score -873542.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -873576.312500 Penalty: 2630.611816
	Iteration 20F: 3 clusters Score -873576.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -873604.250000 Penalty: 2630.611816
	Iteration 21Q: 3 clusters Score -873604.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -873631.687500 Penalty: 2630.611816
	Iteration 22Q: 3 clusters Score -873631.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -873642.937500 Penalty: 2630.611816
	Iteration 23Q: 3 clusters Score -873642.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -873655.250000 Penalty: 2630.611816
	Iteration 24Q: 3 clusters Score -873655.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -873659.812500 Penalty: 2630.611816
	Iteration 25Q: 3 clusters Score -873659.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -873666.250000 Penalty: 2630.611816
	Iteration 26Q: 3 clusters Score -873666.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -873666.250000 Penalty: 2630.611816
	Iteration 27F: 3 clusters Score -873666.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Entering Unmasked Estep 
Score: -44846.449219 Penalty: 891.901489
	Iteration 0F: 2 clusters Score -44846.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -44058.589844 Penalty: 1783.802979
	Iteration 0F: 3 clusters Score -44058.59 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -44243.175781 Penalty: 1783.802979
	Iteration 1F: 3 clusters Score -44243.18 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -44320.757812 Penalty: 1783.802979
	Iteration 2Q: 3 clusters Score -44320.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -44347.769531 Penalty: 1783.802979
	Iteration 3Q: 3 clusters Score -44347.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -44364.664062 Penalty: 1783.802979
	Iteration 4Q: 3 clusters Score -44364.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -44371.031250 Penalty: 1783.802979
	Iteration 5Q: 3 clusters Score -44371.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -44371.031250 Penalty: 1783.802979
	Iteration 6F: 3 clusters Score -44371.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (10192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Entering Unmasked Estep 
Score: -1271290.625000 Penalty: 1373.328613
	Iteration 0F: 2 clusters Score -1271291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1264344.625000 Penalty: 2746.657227
	Iteration 0F: 3 clusters Score -1264345 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1266628.125000 Penalty: 2746.657227
	Iteration 1F: 3 clusters Score -1266628 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1266953.375000 Penalty: 2746.657227
	Iteration 2F: 3 clusters Score -1266953 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1267190.000000 Penalty: 2746.657227
	Iteration 3F: 3 clusters Score -1267190 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1267366.375000 Penalty: 2746.657227
	Iteration 4Q: 3 clusters Score -1267366 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1267500.375000 Penalty: 2746.657227
	Iteration 5Q: 3 clusters Score -1267500 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1267626.750000 Penalty: 2746.657227
	Iteration 6Q: 3 clusters Score -1267627 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1267723.625000 Penalty: 2746.657227
	Iteration 7Q: 3 clusters Score -1267724 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1267816.125000 Penalty: 2746.657227
	Iteration 8Q: 3 clusters Score -1267816 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1267916.875000 Penalty: 2746.657227
	Iteration 9Q: 3 clusters Score -1267917 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1268026.875000 Penalty: 2746.657227
	Iteration 10Q: 3 clusters Score -1268027 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1268149.500000 Penalty: 2746.657227
	Iteration 11Q: 3 clusters Score -1268150 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1268264.375000 Penalty: 2746.657227
	Iteration 12Q: 3 clusters Score -1268264 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1268392.250000 Penalty: 2746.657227
	Iteration 13Q: 3 clusters Score -1268392 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1268501.750000 Penalty: 2746.657227
	Iteration 14Q: 3 clusters Score -1268502 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1268631.125000 Penalty: 2746.657227
	Iteration 15Q: 3 clusters Score -1268631 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1268771.500000 Penalty: 2746.657227
	Iteration 16Q: 3 clusters Score -1268772 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1268924.875000 Penalty: 2746.657227
	Iteration 17Q: 3 clusters Score -1268925 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1269059.625000 Penalty: 2746.657227
	Iteration 18Q: 3 clusters Score -1269060 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1269188.625000 Penalty: 2746.657227
	Iteration 19Q: 3 clusters Score -1269189 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1269326.000000 Penalty: 2746.657227
	Iteration 20F: 3 clusters Score -1269326 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1269462.625000 Penalty: 2746.657227
	Iteration 21Q: 3 clusters Score -1269463 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1269575.625000 Penalty: 2746.657227
	Iteration 22Q: 3 clusters Score -1269576 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1269664.375000 Penalty: 2746.657227
	Iteration 23Q: 3 clusters Score -1269664 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1269761.500000 Penalty: 2746.657227
	Iteration 24Q: 3 clusters Score -1269762 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1269826.625000 Penalty: 2746.657227
	Iteration 25Q: 3 clusters Score -1269827 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1269899.000000 Penalty: 2746.657227
	Iteration 26Q: 3 clusters Score -1269899 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1269965.625000 Penalty: 2746.657227
	Iteration 27Q: 3 clusters Score -1269966 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1270031.000000 Penalty: 2746.657227
	Iteration 28Q: 3 clusters Score -1270031 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1270106.250000 Penalty: 2746.657227
	Iteration 29Q: 3 clusters Score -1270106 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1270194.500000 Penalty: 2746.657227
	Iteration 30Q: 3 clusters Score -1270194 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1270278.750000 Penalty: 2746.657227
	Iteration 31Q: 3 clusters Score -1270279 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1270369.250000 Penalty: 2746.657227
	Iteration 32Q: 3 clusters Score -1270369 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1270434.625000 Penalty: 2746.657227
	Iteration 33Q: 3 clusters Score -1270435 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1270471.125000 Penalty: 2746.657227
	Iteration 34Q: 3 clusters Score -1270471 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1270499.500000 Penalty: 2746.657227
	Iteration 35Q: 3 clusters Score -1270500 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1270512.875000 Penalty: 2746.657227
	Iteration 36Q: 3 clusters Score -1270513 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1270523.375000 Penalty: 2746.657227
	Iteration 37Q: 3 clusters Score -1270523 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1270529.000000 Penalty: 2746.657227
	Iteration 38Q: 3 clusters Score -1270529 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1270531.625000 Penalty: 2746.657227
	Iteration 39Q: 3 clusters Score -1270532 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1270535.750000 Penalty: 2746.657227
	Iteration 40F: 3 clusters Score -1270536 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1270536.500000 Penalty: 2746.657227
	Iteration 41Q: 3 clusters Score -1270536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1270539.000000 Penalty: 2746.657227
	Iteration 42Q: 3 clusters Score -1270539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1270545.875000 Penalty: 2746.657227
	Iteration 43Q: 3 clusters Score -1270546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1270546.125000 Penalty: 2746.657227
	Iteration 44Q: 3 clusters Score -1270546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1270545.125000 Penalty: 2746.657227
	Iteration 45Q: 3 clusters Score -1270545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1270547.000000 Penalty: 2746.657227
	Iteration 46Q: 3 clusters Score -1270547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1270547.000000 Penalty: 2746.657227
	Iteration 47F: 3 clusters Score -1270547 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (9433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Entering Unmasked Estep 
Score: -1197250.500000 Penalty: 1361.813110
	Iteration 0F: 2 clusters Score -1197250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1190887.375000 Penalty: 2723.626221
	Iteration 0F: 3 clusters Score -1190887 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1192921.500000 Penalty: 2723.626221
	Iteration 1F: 3 clusters Score -1192922 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1193198.250000 Penalty: 2723.626221
	Iteration 2F: 3 clusters Score -1193198 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1193384.750000 Penalty: 2723.626221
	Iteration 3Q: 3 clusters Score -1193385 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1193530.875000 Penalty: 2723.626221
	Iteration 4Q: 3 clusters Score -1193531 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1193655.750000 Penalty: 2723.626221
	Iteration 5Q: 3 clusters Score -1193656 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1193781.250000 Penalty: 2723.626221
	Iteration 6Q: 3 clusters Score -1193781 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1193915.500000 Penalty: 2723.626221
	Iteration 7Q: 3 clusters Score -1193916 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1194039.500000 Penalty: 2723.626221
	Iteration 8Q: 3 clusters Score -1194040 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1194164.375000 Penalty: 2723.626221
	Iteration 9Q: 3 clusters Score -1194164 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1194303.875000 Penalty: 2723.626221
	Iteration 10Q: 3 clusters Score -1194304 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1194443.125000 Penalty: 2723.626221
	Iteration 11Q: 3 clusters Score -1194443 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -1194581.500000 Penalty: 2723.626221
	Iteration 12Q: 3 clusters Score -1194582 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1194720.875000 Penalty: 2723.626221
	Iteration 13Q: 3 clusters Score -1194721 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1194873.375000 Penalty: 2723.626221
	Iteration 14Q: 3 clusters Score -1194873 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1195026.875000 Penalty: 2723.626221
	Iteration 15Q: 3 clusters Score -1195027 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1195181.375000 Penalty: 2723.626221
	Iteration 16Q: 3 clusters Score -1195181 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1195334.625000 Penalty: 2723.626221
	Iteration 17Q: 3 clusters Score -1195335 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1195475.500000 Penalty: 2723.626221
	Iteration 18Q: 3 clusters Score -1195476 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1195594.250000 Penalty: 2723.626221
	Iteration 19Q: 3 clusters Score -1195594 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1195682.000000 Penalty: 2723.626221
	Iteration 20F: 3 clusters Score -1195682 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1195747.625000 Penalty: 2723.626221
	Iteration 21Q: 3 clusters Score -1195748 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1195800.500000 Penalty: 2723.626221
	Iteration 22Q: 3 clusters Score -1195800 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1195851.125000 Penalty: 2723.626221
	Iteration 23Q: 3 clusters Score -1195851 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1195891.000000 Penalty: 2723.626221
	Iteration 24Q: 3 clusters Score -1195891 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1195928.750000 Penalty: 2723.626221
	Iteration 25Q: 3 clusters Score -1195929 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1195965.750000 Penalty: 2723.626221
	Iteration 26Q: 3 clusters Score -1195966 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1195995.125000 Penalty: 2723.626221
	Iteration 27Q: 3 clusters Score -1195995 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1196020.750000 Penalty: 2723.626221
	Iteration 28Q: 3 clusters Score -1196021 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1196043.000000 Penalty: 2723.626221
	Iteration 29Q: 3 clusters Score -1196043 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1196059.375000 Penalty: 2723.626221
	Iteration 30Q: 3 clusters Score -1196059 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1196072.000000 Penalty: 2723.626221
	Iteration 31Q: 3 clusters Score -1196072 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1196078.000000 Penalty: 2723.626221
	Iteration 32Q: 3 clusters Score -1196078 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1196086.875000 Penalty: 2723.626221
	Iteration 33Q: 3 clusters Score -1196087 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1196095.375000 Penalty: 2723.626221
	Iteration 34Q: 3 clusters Score -1196095 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1196106.500000 Penalty: 2723.626221
	Iteration 35Q: 3 clusters Score -1196106 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1196116.750000 Penalty: 2723.626221
	Iteration 36Q: 3 clusters Score -1196117 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1196122.750000 Penalty: 2723.626221
	Iteration 37Q: 3 clusters Score -1196123 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1196127.000000 Penalty: 2723.626221
	Iteration 38Q: 3 clusters Score -1196127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1196129.875000 Penalty: 2723.626221
	Iteration 39Q: 3 clusters Score -1196130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1196135.000000 Penalty: 2723.626221
	Iteration 40F: 3 clusters Score -1196135 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1196143.375000 Penalty: 2723.626221
	Iteration 41Q: 3 clusters Score -1196143 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1196154.375000 Penalty: 2723.626221
	Iteration 42Q: 3 clusters Score -1196154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1196161.125000 Penalty: 2723.626221
	Iteration 43Q: 3 clusters Score -1196161 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1196168.875000 Penalty: 2723.626221
	Iteration 44Q: 3 clusters Score -1196169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1196173.500000 Penalty: 2723.626221
	Iteration 45Q: 3 clusters Score -1196174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1196174.750000 Penalty: 2723.626221
	Iteration 46Q: 3 clusters Score -1196175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1196176.250000 Penalty: 2723.626221
	Iteration 47Q: 3 clusters Score -1196176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1196179.875000 Penalty: 2723.626221
	Iteration 48Q: 3 clusters Score -1196180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1196186.375000 Penalty: 2723.626221
	Iteration 49Q: 3 clusters Score -1196186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1196186.625000 Penalty: 2723.626221
	Iteration 50Q: 3 clusters Score -1196187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1196187.625000 Penalty: 2723.626221
	Iteration 51Q: 3 clusters Score -1196188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1196187.625000 Penalty: 2723.626221
	Iteration 52F: 3 clusters Score -1196188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (46655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46655 members 
Entering Unmasked Estep 
Score: -5960026.000000 Penalty: 1599.679688
	Iteration 0F: 2 clusters Score -5960026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 23569 members 
Entering Unmasked Estep 
Score: -5930176.500000 Penalty: 3199.359375
	Iteration 0F: 3 clusters Score -5930176 nChanged 21525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 24738 members 
Entering Unmasked Estep 
Score: -5942281.000000 Penalty: 3199.359375
	Iteration 1F: 3 clusters Score -5942281 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 25557 members 
Entering Unmasked Estep 
Score: -5942930.500000 Penalty: 3199.359375
	Iteration 2Q: 3 clusters Score -5942930 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 26755 members 
Entering Unmasked Estep 
Score: -5943725.000000 Penalty: 3199.359375
	Iteration 3Q: 3 clusters Score -5943725 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 28449 members 
Entering Unmasked Estep 
Score: -5944665.500000 Penalty: 3199.359375
	Iteration 4Q: 3 clusters Score -5944666 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 30752 members 
Entering Unmasked Estep 
Score: -5946073.000000 Penalty: 3199.359375
	Iteration 5F: 3 clusters Score -5946073 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 33751 members 
Entering Unmasked Estep 
Score: -5948169.000000 Penalty: 3199.359375
	Iteration 6F: 3 clusters Score -5948169 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 37302 members 
Entering Unmasked Estep 
Score: -5950964.500000 Penalty: 3199.359375
	Iteration 7F: 3 clusters Score -5950964 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 40871 members 
Entering Unmasked Estep 
Score: -5953950.500000 Penalty: 3199.359375
	Iteration 8F: 3 clusters Score -5953950 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 43652 members 
Entering Unmasked Estep 
Score: -5956337.000000 Penalty: 3199.359375
	Iteration 9F: 3 clusters Score -5956337 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 45212 members 
Entering Unmasked Estep 
Score: -5957638.000000 Penalty: 3199.359375
	Iteration 10Q: 3 clusters Score -5957638 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 45923 members 
Entering Unmasked Estep 
Score: -5958295.000000 Penalty: 3199.359375
	Iteration 11Q: 3 clusters Score -5958295 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 46178 members 
Entering Unmasked Estep 
Score: -5958502.500000 Penalty: 3199.359375
	Iteration 12Q: 3 clusters Score -5958502 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 46273 members 
Entering Unmasked Estep 
Score: -5958624.000000 Penalty: 3199.359375
	Iteration 13Q: 3 clusters Score -5958624 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 46320 members 
Entering Unmasked Estep 
Score: -5958687.500000 Penalty: 3199.359375
	Iteration 14Q: 3 clusters Score -5958688 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 46345 members 
Entering Unmasked Estep 
Score: -5958730.000000 Penalty: 3199.359375
	Iteration 15Q: 3 clusters Score -5958730 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 46355 members 
Entering Unmasked Estep 
Score: -5958761.500000 Penalty: 3199.359375
	Iteration 16Q: 3 clusters Score -5958762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 46368 members 
Entering Unmasked Estep 
Score: -5958770.000000 Penalty: 3199.359375
	Iteration 17Q: 3 clusters Score -5958770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 46373 members 
Entering Unmasked Estep 
Score: -5958789.500000 Penalty: 3199.359375
	Iteration 18Q: 3 clusters Score -5958790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 46378 members 
Entering Unmasked Estep 
Score: -5958790.000000 Penalty: 3199.359375
	Iteration 19Q: 3 clusters Score -5958790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 46380 members 
Entering Unmasked Estep 
Score: -5958796.000000 Penalty: 3199.359375
	Iteration 20F: 3 clusters Score -5958796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 46384 members 
Entering Unmasked Estep 
Score: -5958800.000000 Penalty: 3199.359375
	Iteration 21Q: 3 clusters Score -5958800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 46384 members 
Entering Unmasked Estep 
Score: -5958804.500000 Penalty: 3199.359375
	Iteration 22Q: 3 clusters Score -5958804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 46385 members 
Entering Unmasked Estep 
Score: -5958807.500000 Penalty: 3199.359375
	Iteration 23Q: 3 clusters Score -5958808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 46386 members 
Entering Unmasked Estep 
Score: -5958804.500000 Penalty: 3199.359375
	Iteration 24Q: 3 clusters Score -5958804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 46388 members 
Entering Unmasked Estep 
Score: -5958810.500000 Penalty: 3199.359375
	Iteration 25Q: 3 clusters Score -5958810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 46389 members 
Entering Unmasked Estep 
Score: -5958817.500000 Penalty: 3199.359375
	Iteration 26Q: 3 clusters Score -5958818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 46389 members 
Entering Unmasked Estep 
Score: -5958813.000000 Penalty: 3199.359375
	Iteration 27Q: 3 clusters Score -5958813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 46391 members 
Entering Unmasked Estep 
Score: -5958816.500000 Penalty: 3199.359375
	Iteration 28Q: 3 clusters Score -5958816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 46391 members 
Entering Unmasked Estep 
Score: -5958816.500000 Penalty: 3199.359375
	Iteration 29F: 3 clusters Score -5958816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Entering Unmasked Estep 
Score: -13956.135742 Penalty: 753.314148
	Iteration 0F: 2 clusters Score -13956.14 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 69 members 
Entering Unmasked Estep 
Score: -13484.235352 Penalty: 1506.628296
	Iteration 0F: 3 clusters Score -13484.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -13508.446289 Penalty: 1506.628296
	Iteration 1Q: 3 clusters Score -13508.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -13513.849609 Penalty: 1506.628296
	Iteration 2Q: 3 clusters Score -13513.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -13519.384766 Penalty: 1506.628296
	Iteration 3Q: 3 clusters Score -13519.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -13519.384766 Penalty: 1506.628296
	Iteration 4F: 3 clusters Score -13519.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Entering Unmasked Estep 
Score: -37846.433594 Penalty: 894.111450
	Iteration 0F: 2 clusters Score -37846.43 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 208 members 
Entering Unmasked Estep 
Score: -37039.285156 Penalty: 1788.222900
	Iteration 0F: 3 clusters Score -37039.29 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -37188.453125 Penalty: 1788.222900
	Iteration 1F: 3 clusters Score -37188.45 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -37235.210938 Penalty: 1788.222900
	Iteration 2Q: 3 clusters Score -37235.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -37262.191406 Penalty: 1788.222900
	Iteration 3Q: 3 clusters Score -37262.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -37269.917969 Penalty: 1788.222900
	Iteration 4Q: 3 clusters Score -37269.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -37280.878906 Penalty: 1788.222900
	Iteration 5Q: 3 clusters Score -37280.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -37287.218750 Penalty: 1788.222900
	Iteration 6Q: 3 clusters Score -37287.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -37289.890625 Penalty: 1788.222900
	Iteration 7Q: 3 clusters Score -37289.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -37295.183594 Penalty: 1788.222900
	Iteration 8Q: 3 clusters Score -37295.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -37298.867188 Penalty: 1788.222900
	Iteration 9Q: 3 clusters Score -37298.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -37307.851562 Penalty: 1788.222900
	Iteration 10Q: 3 clusters Score -37307.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -37309.730469 Penalty: 1788.222900
	Iteration 11Q: 3 clusters Score -37309.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -37309.730469 Penalty: 1788.222900
	Iteration 12F: 3 clusters Score -37309.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Entering Unmasked Estep 
Score: -11681.163086 Penalty: 771.882996
	Iteration 0F: 2 clusters Score -11681.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -11264.102539 Penalty: 1543.765991
	Iteration 0F: 3 clusters Score -11264.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -11362.553711 Penalty: 1543.765991
	Iteration 1F: 3 clusters Score -11362.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -11385.431641 Penalty: 1543.765991
	Iteration 2Q: 3 clusters Score -11385.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -11388.641602 Penalty: 1543.765991
	Iteration 3Q: 3 clusters Score -11388.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -11391.235352 Penalty: 1543.765991
	Iteration 4Q: 3 clusters Score -11391.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -11397.777344 Penalty: 1543.765991
	Iteration 5Q: 3 clusters Score -11397.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -11397.777344 Penalty: 1543.765991
	Iteration 6F: 3 clusters Score -11397.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Entering Unmasked Estep 
Score: -14723.255859 Penalty: 756.112976
	Iteration 0F: 2 clusters Score -14723.26 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 82 members 
Entering Unmasked Estep 
Score: -14204.174805 Penalty: 1512.225952
	Iteration 0F: 3 clusters Score -14204.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -14247.730469 Penalty: 1512.225952
	Iteration 1Q: 3 clusters Score -14247.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -14247.730469 Penalty: 1512.225952
	Iteration 2F: 3 clusters Score -14247.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (22309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22309 members 
Entering Unmasked Estep 
Score: -2821349.250000 Penalty: 1489.896606
	Iteration 0F: 2 clusters Score -2821349 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -2806585.750000 Penalty: 2979.793213
	Iteration 0F: 3 clusters Score -2806586 nChanged 9960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -2812064.250000 Penalty: 2979.793213
	Iteration 1F: 3 clusters Score -2812064 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -2812487.250000 Penalty: 2979.793213
	Iteration 2F: 3 clusters Score -2812487 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -2812920.500000 Penalty: 2979.793213
	Iteration 3Q: 3 clusters Score -2812920 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -2813449.750000 Penalty: 2979.793213
	Iteration 4Q: 3 clusters Score -2813450 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -2814185.500000 Penalty: 2979.793213
	Iteration 5F: 3 clusters Score -2814186 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -2815330.250000 Penalty: 2979.793213
	Iteration 6F: 3 clusters Score -2815330 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -2816698.500000 Penalty: 2979.793213
	Iteration 7F: 3 clusters Score -2816698 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -2818008.000000 Penalty: 2979.793213
	Iteration 8F: 3 clusters Score -2818008 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -2819045.000000 Penalty: 2979.793213
	Iteration 9Q: 3 clusters Score -2819045 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -2819727.500000 Penalty: 2979.793213
	Iteration 10Q: 3 clusters Score -2819728 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -2820152.500000 Penalty: 2979.793213
	Iteration 11Q: 3 clusters Score -2820152 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -2820407.250000 Penalty: 2979.793213
	Iteration 12Q: 3 clusters Score -2820407 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 21109 members 
Entering Unmasked Estep 
Score: -2820541.500000 Penalty: 2979.793213
	Iteration 13Q: 3 clusters Score -2820542 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -2820610.750000 Penalty: 2979.793213
	Iteration 14Q: 3 clusters Score -2820611 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -2820636.250000 Penalty: 2979.793213
	Iteration 15Q: 3 clusters Score -2820636 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -2820652.750000 Penalty: 2979.793213
	Iteration 16Q: 3 clusters Score -2820653 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -2820659.250000 Penalty: 2979.793213
	Iteration 17Q: 3 clusters Score -2820659 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 21164 members 
Entering Unmasked Estep 
Score: -2820667.250000 Penalty: 2979.793213
	Iteration 18Q: 3 clusters Score -2820667 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -2820677.000000 Penalty: 2979.793213
	Iteration 19Q: 3 clusters Score -2820677 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 21175 members 
Entering Unmasked Estep 
Score: -2820680.750000 Penalty: 2979.793213
	Iteration 20F: 3 clusters Score -2820681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 21182 members 
Entering Unmasked Estep 
Score: -2820683.500000 Penalty: 2979.793213
	Iteration 21Q: 3 clusters Score -2820684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -2820686.000000 Penalty: 2979.793213
	Iteration 22Q: 3 clusters Score -2820686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -2820683.750000 Penalty: 2979.793213
	Iteration 23Q: 3 clusters Score -2820684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -2820683.500000 Penalty: 2979.793213
	Iteration 24Q: 3 clusters Score -2820684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -2820685.750000 Penalty: 2979.793213
	Iteration 25Q: 3 clusters Score -2820686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 21175 members 
Entering Unmasked Estep 
Score: -2820686.250000 Penalty: 2979.793213
	Iteration 26Q: 3 clusters Score -2820686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -2820687.500000 Penalty: 2979.793213
	Iteration 27Q: 3 clusters Score -2820688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -2820692.000000 Penalty: 2979.793213
	Iteration 28Q: 3 clusters Score -2820692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 21175 members 
Entering Unmasked Estep 
Score: -2820685.750000 Penalty: 2979.793213
	Iteration 29Q: 3 clusters Score -2820686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -2820691.500000 Penalty: 2979.793213
	Iteration 30Q: 3 clusters Score -2820692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 21178 members 
Entering Unmasked Estep 
Score: -2820687.000000 Penalty: 2979.793213
	Iteration 31Q: 3 clusters Score -2820687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 21178 members 
Entering Unmasked Estep 
Score: -2820688.500000 Penalty: 2979.793213
	Iteration 32Q: 3 clusters Score -2820688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 21177 members 
Entering Unmasked Estep 
Score: -2820687.250000 Penalty: 2979.793213
	Iteration 33Q: 3 clusters Score -2820687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 21177 members 
Entering Unmasked Estep 
Score: -2820687.250000 Penalty: 2979.793213
	Iteration 34F: 3 clusters Score -2820687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 72206 members 
Mstep: Class 2 contains 11784 members 
Mstep: Class 3 contains 59386 members 
Mstep: Class 4 contains 29454 members 
Mstep: Class 5 contains 31049 members 
Mstep: Class 6 contains 5587 members 
Mstep: Class 7 contains 48327 members 
Mstep: Class 8 contains 21717 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6329 members 
Mstep: Class 11 contains 36300 members 
Mstep: Class 12 contains 2166 members 
Mstep: Class 13 contains 5668 members 
Mstep: Class 14 contains 67564 members 
Mstep: Class 15 contains 10408 members 
Mstep: Class 16 contains 11873 members 
Mstep: Class 17 contains 3901 members 
Mstep: Class 18 contains 25623 members 
Mstep: Class 19 contains 10249 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5643 members 
Mstep: Class 22 contains 15426 members 
Mstep: Class 23 contains 19398 members 
Mstep: Class 24 contains 3682 members 
Mstep: Class 25 contains 14789 members 
Mstep: Class 26 contains 5496 members 
Mstep: Class 27 contains 14577 members 
Mstep: Class 28 contains 11948 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16091 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1626 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6901 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10192 members 
Mstep: Class 38 contains 9433 members 
Mstep: Class 39 contains 46655 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027992.000000 Penalty: 87800.648438
Iteration 279Q: 45 clusters Score -8.102799e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 72355 members 
Mstep: Class 2 contains 11783 members 
Mstep: Class 3 contains 59289 members 
Mstep: Class 4 contains 29461 members 
Mstep: Class 5 contains 31050 members 
Mstep: Class 6 contains 5582 members 
Mstep: Class 7 contains 48211 members 
Mstep: Class 8 contains 21717 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6329 members 
Mstep: Class 11 contains 36305 members 
Mstep: Class 12 contains 2168 members 
Mstep: Class 13 contains 5668 members 
Mstep: Class 14 contains 67565 members 
Mstep: Class 15 contains 10409 members 
Mstep: Class 16 contains 11873 members 
Mstep: Class 17 contains 3902 members 
Mstep: Class 18 contains 25627 members 
Mstep: Class 19 contains 10250 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5640 members 
Mstep: Class 22 contains 15425 members 
Mstep: Class 23 contains 19398 members 
Mstep: Class 24 contains 3683 members 
Mstep: Class 25 contains 14790 members 
Mstep: Class 26 contains 5497 members 
Mstep: Class 27 contains 14553 members 
Mstep: Class 28 contains 11950 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16091 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1626 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6901 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10208 members 
Mstep: Class 38 contains 9433 members 
Mstep: Class 39 contains 46709 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027968.000000 Penalty: 87800.648438
Iteration 280F: 45 clusters Score -8.102797e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 72520 members 
Mstep: Class 2 contains 11783 members 
Mstep: Class 3 contains 59182 members 
Mstep: Class 4 contains 29466 members 
Mstep: Class 5 contains 31049 members 
Mstep: Class 6 contains 5579 members 
Mstep: Class 7 contains 48099 members 
Mstep: Class 8 contains 21717 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6330 members 
Mstep: Class 11 contains 36313 members 
Mstep: Class 12 contains 2168 members 
Mstep: Class 13 contains 5668 members 
Mstep: Class 14 contains 67562 members 
Mstep: Class 15 contains 10409 members 
Mstep: Class 16 contains 11874 members 
Mstep: Class 17 contains 3903 members 
Mstep: Class 18 contains 25634 members 
Mstep: Class 19 contains 10251 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5639 members 
Mstep: Class 22 contains 15423 members 
Mstep: Class 23 contains 19398 members 
Mstep: Class 24 contains 3683 members 
Mstep: Class 25 contains 14791 members 
Mstep: Class 26 contains 5497 members 
Mstep: Class 27 contains 14530 members 
Mstep: Class 28 contains 11952 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16091 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1626 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6901 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10221 members 
Mstep: Class 38 contains 9432 members 
Mstep: Class 39 contains 46757 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027952.000000 Penalty: 87800.648438
Iteration 281Q: 45 clusters Score -8.102795e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 72658 members 
Mstep: Class 2 contains 11783 members 
Mstep: Class 3 contains 59066 members 
Mstep: Class 4 contains 29480 members 
Mstep: Class 5 contains 31048 members 
Mstep: Class 6 contains 5574 members 
Mstep: Class 7 contains 48000 members 
Mstep: Class 8 contains 21717 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6330 members 
Mstep: Class 11 contains 36322 members 
Mstep: Class 12 contains 2168 members 
Mstep: Class 13 contains 5668 members 
Mstep: Class 14 contains 67566 members 
Mstep: Class 15 contains 10409 members 
Mstep: Class 16 contains 11874 members 
Mstep: Class 17 contains 3902 members 
Mstep: Class 18 contains 25630 members 
Mstep: Class 19 contains 10251 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5639 members 
Mstep: Class 22 contains 15423 members 
Mstep: Class 23 contains 19398 members 
Mstep: Class 24 contains 3684 members 
Mstep: Class 25 contains 14791 members 
Mstep: Class 26 contains 5497 members 
Mstep: Class 27 contains 14508 members 
Mstep: Class 28 contains 11951 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16091 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1626 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6901 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10234 members 
Mstep: Class 38 contains 9432 members 
Mstep: Class 39 contains 46827 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028080.000000 Penalty: 87800.648438
Iteration 282Q: 45 clusters Score -8.102808e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 72796 members 
Mstep: Class 2 contains 11785 members 
Mstep: Class 3 contains 58959 members 
Mstep: Class 4 contains 29481 members 
Mstep: Class 5 contains 31050 members 
Mstep: Class 6 contains 5573 members 
Mstep: Class 7 contains 47901 members 
Mstep: Class 8 contains 21717 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6329 members 
Mstep: Class 11 contains 36322 members 
Mstep: Class 12 contains 2168 members 
Mstep: Class 13 contains 5668 members 
Mstep: Class 14 contains 67567 members 
Mstep: Class 15 contains 10409 members 
Mstep: Class 16 contains 11874 members 
Mstep: Class 17 contains 3902 members 
Mstep: Class 18 contains 25631 members 
Mstep: Class 19 contains 10251 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5639 members 
Mstep: Class 22 contains 15422 members 
Mstep: Class 23 contains 19398 members 
Mstep: Class 24 contains 3684 members 
Mstep: Class 25 contains 14791 members 
Mstep: Class 26 contains 5498 members 
Mstep: Class 27 contains 14492 members 
Mstep: Class 28 contains 11950 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16091 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1626 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6901 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10252 members 
Mstep: Class 38 contains 9432 members 
Mstep: Class 39 contains 46889 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028008.000000 Penalty: 87800.648438
Iteration 283Q: 45 clusters Score -8.102801e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 72929 members 
Mstep: Class 2 contains 11786 members 
Mstep: Class 3 contains 58850 members 
Mstep: Class 4 contains 29489 members 
Mstep: Class 5 contains 31052 members 
Mstep: Class 6 contains 5573 members 
Mstep: Class 7 contains 47804 members 
Mstep: Class 8 contains 21717 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6330 members 
Mstep: Class 11 contains 36318 members 
Mstep: Class 12 contains 2169 members 
Mstep: Class 13 contains 5668 members 
Mstep: Class 14 contains 67567 members 
Mstep: Class 15 contains 10409 members 
Mstep: Class 16 contains 11874 members 
Mstep: Class 17 contains 3902 members 
Mstep: Class 18 contains 25633 members 
Mstep: Class 19 contains 10253 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5641 members 
Mstep: Class 22 contains 15419 members 
Mstep: Class 23 contains 19397 members 
Mstep: Class 24 contains 3683 members 
Mstep: Class 25 contains 14791 members 
Mstep: Class 26 contains 5496 members 
Mstep: Class 27 contains 14474 members 
Mstep: Class 28 contains 11951 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16091 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1626 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6901 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10273 members 
Mstep: Class 38 contains 9432 members 
Mstep: Class 39 contains 46950 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027840.000000 Penalty: 87800.648438
Iteration 284Q: 45 clusters Score -8.102784e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 73055 members 
Mstep: Class 2 contains 11788 members 
Mstep: Class 3 contains 58738 members 
Mstep: Class 4 contains 29510 members 
Mstep: Class 5 contains 31054 members 
Mstep: Class 6 contains 5570 members 
Mstep: Class 7 contains 47714 members 
Mstep: Class 8 contains 21717 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6329 members 
Mstep: Class 11 contains 36310 members 
Mstep: Class 12 contains 2168 members 
Mstep: Class 13 contains 5668 members 
Mstep: Class 14 contains 67567 members 
Mstep: Class 15 contains 10409 members 
Mstep: Class 16 contains 11875 members 
Mstep: Class 17 contains 3901 members 
Mstep: Class 18 contains 25633 members 
Mstep: Class 19 contains 10252 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5644 members 
Mstep: Class 22 contains 15417 members 
Mstep: Class 23 contains 19396 members 
Mstep: Class 24 contains 3684 members 
Mstep: Class 25 contains 14792 members 
Mstep: Class 26 contains 5496 members 
Mstep: Class 27 contains 14460 members 
Mstep: Class 28 contains 11950 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16091 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1627 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6901 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10296 members 
Mstep: Class 38 contains 9432 members 
Mstep: Class 39 contains 47005 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027680.000000 Penalty: 87800.648438
Iteration 285Q: 45 clusters Score -8.102768e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 73183 members 
Mstep: Class 2 contains 11790 members 
Mstep: Class 3 contains 58611 members 
Mstep: Class 4 contains 29533 members 
Mstep: Class 5 contains 31056 members 
Mstep: Class 6 contains 5568 members 
Mstep: Class 7 contains 47606 members 
Mstep: Class 8 contains 21717 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6329 members 
Mstep: Class 11 contains 36298 members 
Mstep: Class 12 contains 2166 members 
Mstep: Class 13 contains 5668 members 
Mstep: Class 14 contains 67569 members 
Mstep: Class 15 contains 10409 members 
Mstep: Class 16 contains 11875 members 
Mstep: Class 17 contains 3900 members 
Mstep: Class 18 contains 25634 members 
Mstep: Class 19 contains 10252 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5646 members 
Mstep: Class 22 contains 15413 members 
Mstep: Class 23 contains 19395 members 
Mstep: Class 24 contains 3682 members 
Mstep: Class 25 contains 14792 members 
Mstep: Class 26 contains 5496 members 
Mstep: Class 27 contains 14456 members 
Mstep: Class 28 contains 11946 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16091 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1628 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6901 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10329 members 
Mstep: Class 38 contains 9432 members 
Mstep: Class 39 contains 47077 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027704.000000 Penalty: 87800.648438
Iteration 286Q: 45 clusters Score -8.10277e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 73320 members 
Mstep: Class 2 contains 11789 members 
Mstep: Class 3 contains 58468 members 
Mstep: Class 4 contains 29543 members 
Mstep: Class 5 contains 31055 members 
Mstep: Class 6 contains 5568 members 
Mstep: Class 7 contains 47514 members 
Mstep: Class 8 contains 21717 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6329 members 
Mstep: Class 11 contains 36291 members 
Mstep: Class 12 contains 2165 members 
Mstep: Class 13 contains 5668 members 
Mstep: Class 14 contains 67574 members 
Mstep: Class 15 contains 10409 members 
Mstep: Class 16 contains 11876 members 
Mstep: Class 17 contains 3900 members 
Mstep: Class 18 contains 25635 members 
Mstep: Class 19 contains 10253 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5647 members 
Mstep: Class 22 contains 15411 members 
Mstep: Class 23 contains 19393 members 
Mstep: Class 24 contains 3680 members 
Mstep: Class 25 contains 14792 members 
Mstep: Class 26 contains 5497 members 
Mstep: Class 27 contains 14445 members 
Mstep: Class 28 contains 11944 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16091 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1628 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6901 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10358 members 
Mstep: Class 38 contains 9432 members 
Mstep: Class 39 contains 47155 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027584.000000 Penalty: 87800.648438
Iteration 287Q: 45 clusters Score -8.102758e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 73445 members 
Mstep: Class 2 contains 11789 members 
Mstep: Class 3 contains 58335 members 
Mstep: Class 4 contains 29552 members 
Mstep: Class 5 contains 31055 members 
Mstep: Class 6 contains 5569 members 
Mstep: Class 7 contains 47424 members 
Mstep: Class 8 contains 21717 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6329 members 
Mstep: Class 11 contains 36270 members 
Mstep: Class 12 contains 2164 members 
Mstep: Class 13 contains 5668 members 
Mstep: Class 14 contains 67578 members 
Mstep: Class 15 contains 10410 members 
Mstep: Class 16 contains 11877 members 
Mstep: Class 17 contains 3901 members 
Mstep: Class 18 contains 25634 members 
Mstep: Class 19 contains 10254 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5647 members 
Mstep: Class 22 contains 15411 members 
Mstep: Class 23 contains 19393 members 
Mstep: Class 24 contains 3675 members 
Mstep: Class 25 contains 14792 members 
Mstep: Class 26 contains 5498 members 
Mstep: Class 27 contains 14438 members 
Mstep: Class 28 contains 11943 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16091 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1628 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6901 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10399 members 
Mstep: Class 38 contains 9432 members 
Mstep: Class 39 contains 47229 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027568.000000 Penalty: 87800.648438
Iteration 288Q: 45 clusters Score -8.102757e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 73563 members 
Mstep: Class 2 contains 11791 members 
Mstep: Class 3 contains 58193 members 
Mstep: Class 4 contains 29563 members 
Mstep: Class 5 contains 31060 members 
Mstep: Class 6 contains 5569 members 
Mstep: Class 7 contains 47332 members 
Mstep: Class 8 contains 21717 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6328 members 
Mstep: Class 11 contains 36255 members 
Mstep: Class 12 contains 2163 members 
Mstep: Class 13 contains 5668 members 
Mstep: Class 14 contains 67576 members 
Mstep: Class 15 contains 10411 members 
Mstep: Class 16 contains 11877 members 
Mstep: Class 17 contains 3903 members 
Mstep: Class 18 contains 25637 members 
Mstep: Class 19 contains 10256 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5645 members 
Mstep: Class 22 contains 15407 members 
Mstep: Class 23 contains 19393 members 
Mstep: Class 24 contains 3673 members 
Mstep: Class 25 contains 14792 members 
Mstep: Class 26 contains 5497 members 
Mstep: Class 27 contains 14423 members 
Mstep: Class 28 contains 11941 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16091 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1628 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6901 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10445 members 
Mstep: Class 38 contains 9432 members 
Mstep: Class 39 contains 47318 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027616.000000 Penalty: 87800.648438
Iteration 289Q: 45 clusters Score -8.102762e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 73662 members 
Mstep: Class 2 contains 11791 members 
Mstep: Class 3 contains 58062 members 
Mstep: Class 4 contains 29579 members 
Mstep: Class 5 contains 31064 members 
Mstep: Class 6 contains 5568 members 
Mstep: Class 7 contains 47250 members 
Mstep: Class 8 contains 21717 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6328 members 
Mstep: Class 11 contains 36254 members 
Mstep: Class 12 contains 2162 members 
Mstep: Class 13 contains 5668 members 
Mstep: Class 14 contains 67576 members 
Mstep: Class 15 contains 10411 members 
Mstep: Class 16 contains 11877 members 
Mstep: Class 17 contains 3903 members 
Mstep: Class 18 contains 25638 members 
Mstep: Class 19 contains 10255 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5645 members 
Mstep: Class 22 contains 15402 members 
Mstep: Class 23 contains 19393 members 
Mstep: Class 24 contains 3671 members 
Mstep: Class 25 contains 14795 members 
Mstep: Class 26 contains 5497 members 
Mstep: Class 27 contains 14405 members 
Mstep: Class 28 contains 11940 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16091 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1628 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6901 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10490 members 
Mstep: Class 38 contains 9432 members 
Mstep: Class 39 contains 47393 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027456.000000 Penalty: 87800.648438
Iteration 290Q: 45 clusters Score -8.102746e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 73772 members 
Mstep: Class 2 contains 11793 members 
Mstep: Class 3 contains 57940 members 
Mstep: Class 4 contains 29578 members 
Mstep: Class 5 contains 31069 members 
Mstep: Class 6 contains 5568 members 
Mstep: Class 7 contains 47138 members 
Mstep: Class 8 contains 21717 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6328 members 
Mstep: Class 11 contains 36250 members 
Mstep: Class 12 contains 2162 members 
Mstep: Class 13 contains 5668 members 
Mstep: Class 14 contains 67574 members 
Mstep: Class 15 contains 10411 members 
Mstep: Class 16 contains 11877 members 
Mstep: Class 17 contains 3903 members 
Mstep: Class 18 contains 25635 members 
Mstep: Class 19 contains 10256 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5645 members 
Mstep: Class 22 contains 15400 members 
Mstep: Class 23 contains 19392 members 
Mstep: Class 24 contains 3671 members 
Mstep: Class 25 contains 14796 members 
Mstep: Class 26 contains 5497 members 
Mstep: Class 27 contains 14380 members 
Mstep: Class 28 contains 11938 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16092 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1628 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6901 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10535 members 
Mstep: Class 38 contains 9433 members 
Mstep: Class 39 contains 47501 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027448.000000 Penalty: 87800.648438
Iteration 291Q: 45 clusters Score -8.102745e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 73858 members 
Mstep: Class 2 contains 11795 members 
Mstep: Class 3 contains 57828 members 
Mstep: Class 4 contains 29588 members 
Mstep: Class 5 contains 31076 members 
Mstep: Class 6 contains 5568 members 
Mstep: Class 7 contains 47053 members 
Mstep: Class 8 contains 21717 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6328 members 
Mstep: Class 11 contains 36246 members 
Mstep: Class 12 contains 2163 members 
Mstep: Class 13 contains 5668 members 
Mstep: Class 14 contains 67575 members 
Mstep: Class 15 contains 10411 members 
Mstep: Class 16 contains 11877 members 
Mstep: Class 17 contains 3903 members 
Mstep: Class 18 contains 25635 members 
Mstep: Class 19 contains 10259 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5645 members 
Mstep: Class 22 contains 15399 members 
Mstep: Class 23 contains 19392 members 
Mstep: Class 24 contains 3671 members 
Mstep: Class 25 contains 14797 members 
Mstep: Class 26 contains 5498 members 
Mstep: Class 27 contains 14364 members 
Mstep: Class 28 contains 11937 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16092 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1628 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6901 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10581 members 
Mstep: Class 38 contains 9433 members 
Mstep: Class 39 contains 47561 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027504.000000 Penalty: 87800.648438
Iteration 292Q: 45 clusters Score -8.10275e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 73959 members 
Mstep: Class 2 contains 11797 members 
Mstep: Class 3 contains 57727 members 
Mstep: Class 4 contains 29593 members 
Mstep: Class 5 contains 31085 members 
Mstep: Class 6 contains 5568 members 
Mstep: Class 7 contains 46957 members 
Mstep: Class 8 contains 21718 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6328 members 
Mstep: Class 11 contains 36235 members 
Mstep: Class 12 contains 2162 members 
Mstep: Class 13 contains 5669 members 
Mstep: Class 14 contains 67577 members 
Mstep: Class 15 contains 10411 members 
Mstep: Class 16 contains 11877 members 
Mstep: Class 17 contains 3903 members 
Mstep: Class 18 contains 25632 members 
Mstep: Class 19 contains 10259 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5647 members 
Mstep: Class 22 contains 15400 members 
Mstep: Class 23 contains 19392 members 
Mstep: Class 24 contains 3672 members 
Mstep: Class 25 contains 14798 members 
Mstep: Class 26 contains 5498 members 
Mstep: Class 27 contains 14350 members 
Mstep: Class 28 contains 11937 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16092 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1628 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6901 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10621 members 
Mstep: Class 38 contains 9433 members 
Mstep: Class 39 contains 47622 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027576.000000 Penalty: 87800.648438
Iteration 293Q: 45 clusters Score -8.102758e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 74058 members 
Mstep: Class 2 contains 11797 members 
Mstep: Class 3 contains 57617 members 
Mstep: Class 4 contains 29606 members 
Mstep: Class 5 contains 31091 members 
Mstep: Class 6 contains 5565 members 
Mstep: Class 7 contains 46866 members 
Mstep: Class 8 contains 21718 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6328 members 
Mstep: Class 11 contains 36233 members 
Mstep: Class 12 contains 2162 members 
Mstep: Class 13 contains 5669 members 
Mstep: Class 14 contains 67578 members 
Mstep: Class 15 contains 10411 members 
Mstep: Class 16 contains 11877 members 
Mstep: Class 17 contains 3904 members 
Mstep: Class 18 contains 25630 members 
Mstep: Class 19 contains 10259 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5648 members 
Mstep: Class 22 contains 15398 members 
Mstep: Class 23 contains 19392 members 
Mstep: Class 24 contains 3672 members 
Mstep: Class 25 contains 14798 members 
Mstep: Class 26 contains 5497 members 
Mstep: Class 27 contains 14335 members 
Mstep: Class 28 contains 11942 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16092 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1628 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6902 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10655 members 
Mstep: Class 38 contains 9433 members 
Mstep: Class 39 contains 47687 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027520.000000 Penalty: 87800.648438
Iteration 294Q: 45 clusters Score -8.102752e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 74168 members 
Mstep: Class 2 contains 11799 members 
Mstep: Class 3 contains 57500 members 
Mstep: Class 4 contains 29613 members 
Mstep: Class 5 contains 31091 members 
Mstep: Class 6 contains 5560 members 
Mstep: Class 7 contains 46782 members 
Mstep: Class 8 contains 21718 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6327 members 
Mstep: Class 11 contains 36235 members 
Mstep: Class 12 contains 2163 members 
Mstep: Class 13 contains 5669 members 
Mstep: Class 14 contains 67578 members 
Mstep: Class 15 contains 10412 members 
Mstep: Class 16 contains 11878 members 
Mstep: Class 17 contains 3905 members 
Mstep: Class 18 contains 25632 members 
Mstep: Class 19 contains 10258 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5647 members 
Mstep: Class 22 contains 15397 members 
Mstep: Class 23 contains 19393 members 
Mstep: Class 24 contains 3672 members 
Mstep: Class 25 contains 14799 members 
Mstep: Class 26 contains 5497 members 
Mstep: Class 27 contains 14329 members 
Mstep: Class 28 contains 11938 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16092 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1628 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6902 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10681 members 
Mstep: Class 38 contains 9433 members 
Mstep: Class 39 contains 47752 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027272.000000 Penalty: 87800.648438
Iteration 295Q: 45 clusters Score -8.102727e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 74253 members 
Mstep: Class 2 contains 11802 members 
Mstep: Class 3 contains 57375 members 
Mstep: Class 4 contains 29612 members 
Mstep: Class 5 contains 31092 members 
Mstep: Class 6 contains 5555 members 
Mstep: Class 7 contains 46713 members 
Mstep: Class 8 contains 21718 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6327 members 
Mstep: Class 11 contains 36230 members 
Mstep: Class 12 contains 2163 members 
Mstep: Class 13 contains 5669 members 
Mstep: Class 14 contains 67580 members 
Mstep: Class 15 contains 10413 members 
Mstep: Class 16 contains 11880 members 
Mstep: Class 17 contains 3905 members 
Mstep: Class 18 contains 25639 members 
Mstep: Class 19 contains 10259 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5652 members 
Mstep: Class 22 contains 15396 members 
Mstep: Class 23 contains 19393 members 
Mstep: Class 24 contains 3672 members 
Mstep: Class 25 contains 14800 members 
Mstep: Class 26 contains 5496 members 
Mstep: Class 27 contains 14321 members 
Mstep: Class 28 contains 11943 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16092 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1628 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6902 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10714 members 
Mstep: Class 38 contains 9433 members 
Mstep: Class 39 contains 47821 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027456.000000 Penalty: 87800.648438
Iteration 296Q: 45 clusters Score -8.102746e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 74333 members 
Mstep: Class 2 contains 11808 members 
Mstep: Class 3 contains 57250 members 
Mstep: Class 4 contains 29622 members 
Mstep: Class 5 contains 31101 members 
Mstep: Class 6 contains 5555 members 
Mstep: Class 7 contains 46649 members 
Mstep: Class 8 contains 21718 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6327 members 
Mstep: Class 11 contains 36230 members 
Mstep: Class 12 contains 2162 members 
Mstep: Class 13 contains 5669 members 
Mstep: Class 14 contains 67584 members 
Mstep: Class 15 contains 10413 members 
Mstep: Class 16 contains 11881 members 
Mstep: Class 17 contains 3905 members 
Mstep: Class 18 contains 25640 members 
Mstep: Class 19 contains 10261 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5654 members 
Mstep: Class 22 contains 15396 members 
Mstep: Class 23 contains 19393 members 
Mstep: Class 24 contains 3672 members 
Mstep: Class 25 contains 14800 members 
Mstep: Class 26 contains 5493 members 
Mstep: Class 27 contains 14306 members 
Mstep: Class 28 contains 11946 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16092 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1628 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6902 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10753 members 
Mstep: Class 38 contains 9433 members 
Mstep: Class 39 contains 47871 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027504.000000 Penalty: 87800.648438
Iteration 297Q: 45 clusters Score -8.10275e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 74424 members 
Mstep: Class 2 contains 11816 members 
Mstep: Class 3 contains 57148 members 
Mstep: Class 4 contains 29621 members 
Mstep: Class 5 contains 31106 members 
Mstep: Class 6 contains 5554 members 
Mstep: Class 7 contains 46562 members 
Mstep: Class 8 contains 21718 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6327 members 
Mstep: Class 11 contains 36231 members 
Mstep: Class 12 contains 2162 members 
Mstep: Class 13 contains 5668 members 
Mstep: Class 14 contains 67579 members 
Mstep: Class 15 contains 10412 members 
Mstep: Class 16 contains 11881 members 
Mstep: Class 17 contains 3905 members 
Mstep: Class 18 contains 25643 members 
Mstep: Class 19 contains 10263 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5655 members 
Mstep: Class 22 contains 15395 members 
Mstep: Class 23 contains 19392 members 
Mstep: Class 24 contains 3669 members 
Mstep: Class 25 contains 14800 members 
Mstep: Class 26 contains 5493 members 
Mstep: Class 27 contains 14291 members 
Mstep: Class 28 contains 11947 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16092 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1628 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6902 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10797 members 
Mstep: Class 38 contains 9432 members 
Mstep: Class 39 contains 47934 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027600.000000 Penalty: 87800.648438
Iteration 298Q: 45 clusters Score -8.10276e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 74504 members 
Mstep: Class 2 contains 11816 members 
Mstep: Class 3 contains 57052 members 
Mstep: Class 4 contains 29620 members 
Mstep: Class 5 contains 31109 members 
Mstep: Class 6 contains 5551 members 
Mstep: Class 7 contains 46492 members 
Mstep: Class 8 contains 21719 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6329 members 
Mstep: Class 11 contains 36232 members 
Mstep: Class 12 contains 2162 members 
Mstep: Class 13 contains 5668 members 
Mstep: Class 14 contains 67578 members 
Mstep: Class 15 contains 10412 members 
Mstep: Class 16 contains 11881 members 
Mstep: Class 17 contains 3905 members 
Mstep: Class 18 contains 25642 members 
Mstep: Class 19 contains 10266 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5654 members 
Mstep: Class 22 contains 15392 members 
Mstep: Class 23 contains 19392 members 
Mstep: Class 24 contains 3668 members 
Mstep: Class 25 contains 14800 members 
Mstep: Class 26 contains 5493 members 
Mstep: Class 27 contains 14288 members 
Mstep: Class 28 contains 11952 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16092 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1628 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6902 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10833 members 
Mstep: Class 38 contains 9432 members 
Mstep: Class 39 contains 47983 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027488.000000 Penalty: 87800.648438
Iteration 299Q: 45 clusters Score -8.102749e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 74575 members 
Mstep: Class 2 contains 11816 members 
Mstep: Class 3 contains 56917 members 
Mstep: Class 4 contains 29626 members 
Mstep: Class 5 contains 31113 members 
Mstep: Class 6 contains 5549 members 
Mstep: Class 7 contains 46426 members 
Mstep: Class 8 contains 21719 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6330 members 
Mstep: Class 11 contains 36229 members 
Mstep: Class 12 contains 2162 members 
Mstep: Class 13 contains 5668 members 
Mstep: Class 14 contains 67583 members 
Mstep: Class 15 contains 10412 members 
Mstep: Class 16 contains 11881 members 
Mstep: Class 17 contains 3905 members 
Mstep: Class 18 contains 25647 members 
Mstep: Class 19 contains 10268 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5655 members 
Mstep: Class 22 contains 15387 members 
Mstep: Class 23 contains 19392 members 
Mstep: Class 24 contains 3668 members 
Mstep: Class 25 contains 14800 members 
Mstep: Class 26 contains 5494 members 
Mstep: Class 27 contains 14275 members 
Mstep: Class 28 contains 11954 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16091 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1628 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6902 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10873 members 
Mstep: Class 38 contains 9432 members 
Mstep: Class 39 contains 48070 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027400.000000 Penalty: 87800.648438
Iteration 300F: 45 clusters Score -8.10274e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 74634 members 
Mstep: Class 2 contains 11816 members 
Mstep: Class 3 contains 56771 members 
Mstep: Class 4 contains 29632 members 
Mstep: Class 5 contains 31116 members 
Mstep: Class 6 contains 5547 members 
Mstep: Class 7 contains 46375 members 
Mstep: Class 8 contains 21719 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6331 members 
Mstep: Class 11 contains 36211 members 
Mstep: Class 12 contains 2162 members 
Mstep: Class 13 contains 5668 members 
Mstep: Class 14 contains 67589 members 
Mstep: Class 15 contains 10412 members 
Mstep: Class 16 contains 11882 members 
Mstep: Class 17 contains 3905 members 
Mstep: Class 18 contains 25647 members 
Mstep: Class 19 contains 10270 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5656 members 
Mstep: Class 22 contains 15385 members 
Mstep: Class 23 contains 19392 members 
Mstep: Class 24 contains 3668 members 
Mstep: Class 25 contains 14800 members 
Mstep: Class 26 contains 5495 members 
Mstep: Class 27 contains 14270 members 
Mstep: Class 28 contains 11954 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16091 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1628 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6902 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10923 members 
Mstep: Class 38 contains 9432 members 
Mstep: Class 39 contains 48164 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027280.000000 Penalty: 87800.648438
Iteration 301Q: 45 clusters Score -8.102728e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 74705 members 
Mstep: Class 2 contains 11816 members 
Mstep: Class 3 contains 56609 members 
Mstep: Class 4 contains 29643 members 
Mstep: Class 5 contains 31117 members 
Mstep: Class 6 contains 5545 members 
Mstep: Class 7 contains 46319 members 
Mstep: Class 8 contains 21719 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6332 members 
Mstep: Class 11 contains 36206 members 
Mstep: Class 12 contains 2162 members 
Mstep: Class 13 contains 5668 members 
Mstep: Class 14 contains 67595 members 
Mstep: Class 15 contains 10412 members 
Mstep: Class 16 contains 11883 members 
Mstep: Class 17 contains 3905 members 
Mstep: Class 18 contains 25641 members 
Mstep: Class 19 contains 10270 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5656 members 
Mstep: Class 22 contains 15384 members 
Mstep: Class 23 contains 19392 members 
Mstep: Class 24 contains 3668 members 
Mstep: Class 25 contains 14800 members 
Mstep: Class 26 contains 5494 members 
Mstep: Class 27 contains 14266 members 
Mstep: Class 28 contains 11954 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16091 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1628 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6902 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10977 members 
Mstep: Class 38 contains 9432 members 
Mstep: Class 39 contains 48257 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027120.000000 Penalty: 87800.648438
Iteration 302Q: 45 clusters Score -8.102712e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 74736 members 
Mstep: Class 2 contains 11820 members 
Mstep: Class 3 contains 56440 members 
Mstep: Class 4 contains 29653 members 
Mstep: Class 5 contains 31118 members 
Mstep: Class 6 contains 5545 members 
Mstep: Class 7 contains 46277 members 
Mstep: Class 8 contains 21719 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6333 members 
Mstep: Class 11 contains 36198 members 
Mstep: Class 12 contains 2162 members 
Mstep: Class 13 contains 5668 members 
Mstep: Class 14 contains 67597 members 
Mstep: Class 15 contains 10411 members 
Mstep: Class 16 contains 11883 members 
Mstep: Class 17 contains 3905 members 
Mstep: Class 18 contains 25646 members 
Mstep: Class 19 contains 10271 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5657 members 
Mstep: Class 22 contains 15384 members 
Mstep: Class 23 contains 19392 members 
Mstep: Class 24 contains 3668 members 
Mstep: Class 25 contains 14801 members 
Mstep: Class 26 contains 5493 members 
Mstep: Class 27 contains 14263 members 
Mstep: Class 28 contains 11957 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16092 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1628 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6903 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 11040 members 
Mstep: Class 38 contains 9432 members 
Mstep: Class 39 contains 48356 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027232.000000 Penalty: 87800.648438
Iteration 303Q: 45 clusters Score -8.102723e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 74780 members 
Mstep: Class 2 contains 11822 members 
Mstep: Class 3 contains 56271 members 
Mstep: Class 4 contains 29665 members 
Mstep: Class 5 contains 31122 members 
Mstep: Class 6 contains 5544 members 
Mstep: Class 7 contains 46224 members 
Mstep: Class 8 contains 21719 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6333 members 
Mstep: Class 11 contains 36191 members 
Mstep: Class 12 contains 2162 members 
Mstep: Class 13 contains 5668 members 
Mstep: Class 14 contains 67603 members 
Mstep: Class 15 contains 10411 members 
Mstep: Class 16 contains 11883 members 
Mstep: Class 17 contains 3905 members 
Mstep: Class 18 contains 25651 members 
Mstep: Class 19 contains 10270 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5658 members 
Mstep: Class 22 contains 15384 members 
Mstep: Class 23 contains 19392 members 
Mstep: Class 24 contains 3666 members 
Mstep: Class 25 contains 14800 members 
Mstep: Class 26 contains 5494 members 
Mstep: Class 27 contains 14247 members 
Mstep: Class 28 contains 11956 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16093 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1628 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6903 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 11103 members 
Mstep: Class 38 contains 9432 members 
Mstep: Class 39 contains 48468 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027264.000000 Penalty: 87800.648438
Iteration 304Q: 45 clusters Score -8.102726e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 74845 members 
Mstep: Class 2 contains 11825 members 
Mstep: Class 3 contains 56091 members 
Mstep: Class 4 contains 29668 members 
Mstep: Class 5 contains 31129 members 
Mstep: Class 6 contains 5544 members 
Mstep: Class 7 contains 46135 members 
Mstep: Class 8 contains 21719 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6334 members 
Mstep: Class 11 contains 36198 members 
Mstep: Class 12 contains 2162 members 
Mstep: Class 13 contains 5668 members 
Mstep: Class 14 contains 67608 members 
Mstep: Class 15 contains 10413 members 
Mstep: Class 16 contains 11883 members 
Mstep: Class 17 contains 3905 members 
Mstep: Class 18 contains 25654 members 
Mstep: Class 19 contains 10271 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5658 members 
Mstep: Class 22 contains 15381 members 
Mstep: Class 23 contains 19392 members 
Mstep: Class 24 contains 3665 members 
Mstep: Class 25 contains 14801 members 
Mstep: Class 26 contains 5492 members 
Mstep: Class 27 contains 14236 members 
Mstep: Class 28 contains 11954 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16094 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1628 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6903 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 11168 members 
Mstep: Class 38 contains 9432 members 
Mstep: Class 39 contains 48592 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027120.000000 Penalty: 87800.648438
Iteration 305Q: 45 clusters Score -8.102712e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 74922 members 
Mstep: Class 2 contains 11827 members 
Mstep: Class 3 contains 55931 members 
Mstep: Class 4 contains 29678 members 
Mstep: Class 5 contains 31136 members 
Mstep: Class 6 contains 5544 members 
Mstep: Class 7 contains 46005 members 
Mstep: Class 8 contains 21719 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6335 members 
Mstep: Class 11 contains 36190 members 
Mstep: Class 12 contains 2162 members 
Mstep: Class 13 contains 5668 members 
Mstep: Class 14 contains 67610 members 
Mstep: Class 15 contains 10413 members 
Mstep: Class 16 contains 11883 members 
Mstep: Class 17 contains 3905 members 
Mstep: Class 18 contains 25657 members 
Mstep: Class 19 contains 10270 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5662 members 
Mstep: Class 22 contains 15379 members 
Mstep: Class 23 contains 19392 members 
Mstep: Class 24 contains 3665 members 
Mstep: Class 25 contains 14801 members 
Mstep: Class 26 contains 5494 members 
Mstep: Class 27 contains 14232 members 
Mstep: Class 28 contains 11951 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16094 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1628 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6903 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 11242 members 
Mstep: Class 38 contains 9432 members 
Mstep: Class 39 contains 48718 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027112.000000 Penalty: 87800.648438
Iteration 306Q: 45 clusters Score -8.102711e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 75007 members 
Mstep: Class 2 contains 11828 members 
Mstep: Class 3 contains 55786 members 
Mstep: Class 4 contains 29679 members 
Mstep: Class 5 contains 31146 members 
Mstep: Class 6 contains 5544 members 
Mstep: Class 7 contains 45892 members 
Mstep: Class 8 contains 21719 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6336 members 
Mstep: Class 11 contains 36185 members 
Mstep: Class 12 contains 2162 members 
Mstep: Class 13 contains 5668 members 
Mstep: Class 14 contains 67612 members 
Mstep: Class 15 contains 10413 members 
Mstep: Class 16 contains 11883 members 
Mstep: Class 17 contains 3905 members 
Mstep: Class 18 contains 25658 members 
Mstep: Class 19 contains 10272 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5660 members 
Mstep: Class 22 contains 15377 members 
Mstep: Class 23 contains 19392 members 
Mstep: Class 24 contains 3665 members 
Mstep: Class 25 contains 14802 members 
Mstep: Class 26 contains 5491 members 
Mstep: Class 27 contains 14225 members 
Mstep: Class 28 contains 11952 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16094 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1628 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6903 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 11307 members 
Mstep: Class 38 contains 9431 members 
Mstep: Class 39 contains 48826 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027072.000000 Penalty: 87800.648438
Iteration 307Q: 45 clusters Score -8.102707e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 75092 members 
Mstep: Class 2 contains 11833 members 
Mstep: Class 3 contains 55652 members 
Mstep: Class 4 contains 29682 members 
Mstep: Class 5 contains 31155 members 
Mstep: Class 6 contains 5542 members 
Mstep: Class 7 contains 45806 members 
Mstep: Class 8 contains 21719 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6336 members 
Mstep: Class 11 contains 36173 members 
Mstep: Class 12 contains 2162 members 
Mstep: Class 13 contains 5668 members 
Mstep: Class 14 contains 67614 members 
Mstep: Class 15 contains 10413 members 
Mstep: Class 16 contains 11882 members 
Mstep: Class 17 contains 3905 members 
Mstep: Class 18 contains 25663 members 
Mstep: Class 19 contains 10272 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5658 members 
Mstep: Class 22 contains 15376 members 
Mstep: Class 23 contains 19392 members 
Mstep: Class 24 contains 3665 members 
Mstep: Class 25 contains 14802 members 
Mstep: Class 26 contains 5489 members 
Mstep: Class 27 contains 14213 members 
Mstep: Class 28 contains 11951 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16094 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1628 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6903 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 11357 members 
Mstep: Class 38 contains 9431 members 
Mstep: Class 39 contains 48919 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027024.000000 Penalty: 87800.648438
Iteration 308Q: 45 clusters Score -8.102702e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 75151 members 
Mstep: Class 2 contains 11836 members 
Mstep: Class 3 contains 55528 members 
Mstep: Class 4 contains 29691 members 
Mstep: Class 5 contains 31162 members 
Mstep: Class 6 contains 5540 members 
Mstep: Class 7 contains 45727 members 
Mstep: Class 8 contains 21719 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6337 members 
Mstep: Class 11 contains 36165 members 
Mstep: Class 12 contains 2162 members 
Mstep: Class 13 contains 5669 members 
Mstep: Class 14 contains 67618 members 
Mstep: Class 15 contains 10412 members 
Mstep: Class 16 contains 11882 members 
Mstep: Class 17 contains 3905 members 
Mstep: Class 18 contains 25660 members 
Mstep: Class 19 contains 10273 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5659 members 
Mstep: Class 22 contains 15374 members 
Mstep: Class 23 contains 19392 members 
Mstep: Class 24 contains 3665 members 
Mstep: Class 25 contains 14803 members 
Mstep: Class 26 contains 5489 members 
Mstep: Class 27 contains 14203 members 
Mstep: Class 28 contains 11948 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16094 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1628 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6903 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 11416 members 
Mstep: Class 38 contains 9431 members 
Mstep: Class 39 contains 49004 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81026920.000000 Penalty: 87800.648438
Iteration 309Q: 45 clusters Score -8.102692e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 75219 members 
Mstep: Class 2 contains 11840 members 
Mstep: Class 3 contains 55397 members 
Mstep: Class 4 contains 29688 members 
Mstep: Class 5 contains 31167 members 
Mstep: Class 6 contains 5542 members 
Mstep: Class 7 contains 45649 members 
Mstep: Class 8 contains 21719 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6337 members 
Mstep: Class 11 contains 36157 members 
Mstep: Class 12 contains 2161 members 
Mstep: Class 13 contains 5669 members 
Mstep: Class 14 contains 67622 members 
Mstep: Class 15 contains 10412 members 
Mstep: Class 16 contains 11882 members 
Mstep: Class 17 contains 3905 members 
Mstep: Class 18 contains 25661 members 
Mstep: Class 19 contains 10272 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5660 members 
Mstep: Class 22 contains 15373 members 
Mstep: Class 23 contains 19391 members 
Mstep: Class 24 contains 3664 members 
Mstep: Class 25 contains 14804 members 
Mstep: Class 26 contains 5488 members 
Mstep: Class 27 contains 14188 members 
Mstep: Class 28 contains 11948 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16094 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1628 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6903 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 11477 members 
Mstep: Class 38 contains 9431 members 
Mstep: Class 39 contains 49098 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81026968.000000 Penalty: 87800.648438
Iteration 310Q: 45 clusters Score -8.102697e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 75282 members 
Mstep: Class 2 contains 11844 members 
Mstep: Class 3 contains 55270 members 
Mstep: Class 4 contains 29682 members 
Mstep: Class 5 contains 31175 members 
Mstep: Class 6 contains 5542 members 
Mstep: Class 7 contains 45574 members 
Mstep: Class 8 contains 21719 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6337 members 
Mstep: Class 11 contains 36152 members 
Mstep: Class 12 contains 2160 members 
Mstep: Class 13 contains 5669 members 
Mstep: Class 14 contains 67626 members 
Mstep: Class 15 contains 10412 members 
Mstep: Class 16 contains 11882 members 
Mstep: Class 17 contains 3905 members 
Mstep: Class 18 contains 25663 members 
Mstep: Class 19 contains 10274 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5661 members 
Mstep: Class 22 contains 15373 members 
Mstep: Class 23 contains 19389 members 
Mstep: Class 24 contains 3664 members 
Mstep: Class 25 contains 14802 members 
Mstep: Class 26 contains 5487 members 
Mstep: Class 27 contains 14177 members 
Mstep: Class 28 contains 11946 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16094 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1628 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6903 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 11525 members 
Mstep: Class 38 contains 9431 members 
Mstep: Class 39 contains 49198 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027128.000000 Penalty: 87800.648438
Iteration 311Q: 45 clusters Score -8.102713e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 75369 members 
Mstep: Class 2 contains 11845 members 
Mstep: Class 3 contains 55149 members 
Mstep: Class 4 contains 29677 members 
Mstep: Class 5 contains 31181 members 
Mstep: Class 6 contains 5541 members 
Mstep: Class 7 contains 45462 members 
Mstep: Class 8 contains 21719 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6337 members 
Mstep: Class 11 contains 36139 members 
Mstep: Class 12 contains 2158 members 
Mstep: Class 13 contains 5670 members 
Mstep: Class 14 contains 67626 members 
Mstep: Class 15 contains 10412 members 
Mstep: Class 16 contains 11882 members 
Mstep: Class 17 contains 3905 members 
Mstep: Class 18 contains 25662 members 
Mstep: Class 19 contains 10277 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5658 members 
Mstep: Class 22 contains 15372 members 
Mstep: Class 23 contains 19387 members 
Mstep: Class 24 contains 3665 members 
Mstep: Class 25 contains 14803 members 
Mstep: Class 26 contains 5487 members 
Mstep: Class 27 contains 14165 members 
Mstep: Class 28 contains 11949 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16094 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1628 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6903 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 11568 members 
Mstep: Class 38 contains 9431 members 
Mstep: Class 39 contains 49324 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027480.000000 Penalty: 87800.648438
Iteration 312Q: 45 clusters Score -8.102748e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 75410 members 
Mstep: Class 2 contains 11848 members 
Mstep: Class 3 contains 55032 members 
Mstep: Class 4 contains 29683 members 
Mstep: Class 5 contains 31185 members 
Mstep: Class 6 contains 5541 members 
Mstep: Class 7 contains 45389 members 
Mstep: Class 8 contains 21719 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6337 members 
Mstep: Class 11 contains 36134 members 
Mstep: Class 12 contains 2158 members 
Mstep: Class 13 contains 5671 members 
Mstep: Class 14 contains 67623 members 
Mstep: Class 15 contains 10412 members 
Mstep: Class 16 contains 11882 members 
Mstep: Class 17 contains 3907 members 
Mstep: Class 18 contains 25656 members 
Mstep: Class 19 contains 10284 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5654 members 
Mstep: Class 22 contains 15370 members 
Mstep: Class 23 contains 19386 members 
Mstep: Class 24 contains 3664 members 
Mstep: Class 25 contains 14804 members 
Mstep: Class 26 contains 5488 members 
Mstep: Class 27 contains 14146 members 
Mstep: Class 28 contains 11949 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16094 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1628 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6902 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 11619 members 
Mstep: Class 38 contains 9431 members 
Mstep: Class 39 contains 49439 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027384.000000 Penalty: 87800.648438
Iteration 313Q: 45 clusters Score -8.102738e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 75435 members 
Mstep: Class 2 contains 11849 members 
Mstep: Class 3 contains 54927 members 
Mstep: Class 4 contains 29687 members 
Mstep: Class 5 contains 31189 members 
Mstep: Class 6 contains 5541 members 
Mstep: Class 7 contains 45330 members 
Mstep: Class 8 contains 21719 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6337 members 
Mstep: Class 11 contains 36120 members 
Mstep: Class 12 contains 2158 members 
Mstep: Class 13 contains 5671 members 
Mstep: Class 14 contains 67622 members 
Mstep: Class 15 contains 10412 members 
Mstep: Class 16 contains 11882 members 
Mstep: Class 17 contains 3906 members 
Mstep: Class 18 contains 25661 members 
Mstep: Class 19 contains 10285 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5654 members 
Mstep: Class 22 contains 15370 members 
Mstep: Class 23 contains 19386 members 
Mstep: Class 24 contains 3663 members 
Mstep: Class 25 contains 14806 members 
Mstep: Class 26 contains 5489 members 
Mstep: Class 27 contains 14137 members 
Mstep: Class 28 contains 11951 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16094 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1628 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6901 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 11679 members 
Mstep: Class 38 contains 9431 members 
Mstep: Class 39 contains 49525 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027336.000000 Penalty: 87800.648438
Iteration 314Q: 45 clusters Score -8.102734e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 75464 members 
Mstep: Class 2 contains 11852 members 
Mstep: Class 3 contains 54814 members 
Mstep: Class 4 contains 29689 members 
Mstep: Class 5 contains 31194 members 
Mstep: Class 6 contains 5542 members 
Mstep: Class 7 contains 45291 members 
Mstep: Class 8 contains 21719 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6337 members 
Mstep: Class 11 contains 36108 members 
Mstep: Class 12 contains 2158 members 
Mstep: Class 13 contains 5671 members 
Mstep: Class 14 contains 67626 members 
Mstep: Class 15 contains 10412 members 
Mstep: Class 16 contains 11882 members 
Mstep: Class 17 contains 3906 members 
Mstep: Class 18 contains 25661 members 
Mstep: Class 19 contains 10286 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5655 members 
Mstep: Class 22 contains 15366 members 
Mstep: Class 23 contains 19385 members 
Mstep: Class 24 contains 3664 members 
Mstep: Class 25 contains 14805 members 
Mstep: Class 26 contains 5490 members 
Mstep: Class 27 contains 14135 members 
Mstep: Class 28 contains 11952 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16094 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1628 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6901 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 11736 members 
Mstep: Class 38 contains 9431 members 
Mstep: Class 39 contains 49591 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027432.000000 Penalty: 87800.648438
Iteration 315Q: 45 clusters Score -8.102743e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 75507 members 
Mstep: Class 2 contains 11855 members 
Mstep: Class 3 contains 54721 members 
Mstep: Class 4 contains 29714 members 
Mstep: Class 5 contains 31200 members 
Mstep: Class 6 contains 5544 members 
Mstep: Class 7 contains 45214 members 
Mstep: Class 8 contains 21719 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6337 members 
Mstep: Class 11 contains 36088 members 
Mstep: Class 12 contains 2158 members 
Mstep: Class 13 contains 5671 members 
Mstep: Class 14 contains 67628 members 
Mstep: Class 15 contains 10412 members 
Mstep: Class 16 contains 11883 members 
Mstep: Class 17 contains 3906 members 
Mstep: Class 18 contains 25664 members 
Mstep: Class 19 contains 10288 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5660 members 
Mstep: Class 22 contains 15362 members 
Mstep: Class 23 contains 19384 members 
Mstep: Class 24 contains 3664 members 
Mstep: Class 25 contains 14805 members 
Mstep: Class 26 contains 5490 members 
Mstep: Class 27 contains 14133 members 
Mstep: Class 28 contains 11952 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16094 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1628 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6902 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 11787 members 
Mstep: Class 38 contains 9431 members 
Mstep: Class 39 contains 49644 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027560.000000 Penalty: 87800.648438
Iteration 316Q: 45 clusters Score -8.102756e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 75532 members 
Mstep: Class 2 contains 11860 members 
Mstep: Class 3 contains 54648 members 
Mstep: Class 4 contains 29741 members 
Mstep: Class 5 contains 31206 members 
Mstep: Class 6 contains 5545 members 
Mstep: Class 7 contains 45149 members 
Mstep: Class 8 contains 21719 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6338 members 
Mstep: Class 11 contains 36061 members 
Mstep: Class 12 contains 2157 members 
Mstep: Class 13 contains 5671 members 
Mstep: Class 14 contains 67629 members 
Mstep: Class 15 contains 10413 members 
Mstep: Class 16 contains 11883 members 
Mstep: Class 17 contains 3906 members 
Mstep: Class 18 contains 25667 members 
Mstep: Class 19 contains 10288 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5659 members 
Mstep: Class 22 contains 15361 members 
Mstep: Class 23 contains 19382 members 
Mstep: Class 24 contains 3665 members 
Mstep: Class 25 contains 14804 members 
Mstep: Class 26 contains 5489 members 
Mstep: Class 27 contains 14118 members 
Mstep: Class 28 contains 11951 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16094 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1628 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6903 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 11844 members 
Mstep: Class 38 contains 9431 members 
Mstep: Class 39 contains 49703 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027464.000000 Penalty: 87800.648438
Iteration 317Q: 45 clusters Score -8.102746e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 75568 members 
Mstep: Class 2 contains 11860 members 
Mstep: Class 3 contains 54551 members 
Mstep: Class 4 contains 29777 members 
Mstep: Class 5 contains 31211 members 
Mstep: Class 6 contains 5544 members 
Mstep: Class 7 contains 45070 members 
Mstep: Class 8 contains 21719 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6339 members 
Mstep: Class 11 contains 36043 members 
Mstep: Class 12 contains 2156 members 
Mstep: Class 13 contains 5671 members 
Mstep: Class 14 contains 67636 members 
Mstep: Class 15 contains 10413 members 
Mstep: Class 16 contains 11882 members 
Mstep: Class 17 contains 3906 members 
Mstep: Class 18 contains 25668 members 
Mstep: Class 19 contains 10290 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5659 members 
Mstep: Class 22 contains 15359 members 
Mstep: Class 23 contains 19382 members 
Mstep: Class 24 contains 3666 members 
Mstep: Class 25 contains 14803 members 
Mstep: Class 26 contains 5488 members 
Mstep: Class 27 contains 14101 members 
Mstep: Class 28 contains 11952 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16094 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1628 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6903 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 11889 members 
Mstep: Class 38 contains 9431 members 
Mstep: Class 39 contains 49786 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027584.000000 Penalty: 87800.648438
Iteration 318Q: 45 clusters Score -8.102758e+07 nChanged 592
Entering ConstructFrom: 
Score: -81027584.000000 Penalty: 87800.648438
Entering ConstructFrom: 
Trying to split cluster 1 (75588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75588 members 
Entering Unmasked Estep 
Score: -9554169.000000 Penalty: 1671.478394
	Iteration 0F: 2 clusters Score -9554169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37797 members 
Mstep: Class 2 contains 37791 members 
Entering Unmasked Estep 
Score: -9509469.000000 Penalty: 3342.956787
	Iteration 0F: 3 clusters Score -9509469 nChanged 35334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37763 members 
Mstep: Class 2 contains 37825 members 
Entering Unmasked Estep 
Score: -9529376.000000 Penalty: 3342.956787
	Iteration 1F: 3 clusters Score -9529376 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37817 members 
Mstep: Class 2 contains 37771 members 
Entering Unmasked Estep 
Score: -9530047.000000 Penalty: 3342.956787
	Iteration 2Q: 3 clusters Score -9530047 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37898 members 
Mstep: Class 2 contains 37690 members 
Entering Unmasked Estep 
Score: -9530608.000000 Penalty: 3342.956787
	Iteration 3Q: 3 clusters Score -9530608 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37925 members 
Mstep: Class 2 contains 37663 members 
Entering Unmasked Estep 
Score: -9531158.000000 Penalty: 3342.956787
	Iteration 4Q: 3 clusters Score -9531158 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37984 members 
Mstep: Class 2 contains 37604 members 
Entering Unmasked Estep 
Score: -9531736.000000 Penalty: 3342.956787
	Iteration 5Q: 3 clusters Score -9531736 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38097 members 
Mstep: Class 2 contains 37491 members 
Entering Unmasked Estep 
Score: -9532321.000000 Penalty: 3342.956787
	Iteration 6Q: 3 clusters Score -9532321 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38269 members 
Mstep: Class 2 contains 37319 members 
Entering Unmasked Estep 
Score: -9532898.000000 Penalty: 3342.956787
	Iteration 7Q: 3 clusters Score -9532898 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38520 members 
Mstep: Class 2 contains 37068 members 
Entering Unmasked Estep 
Score: -9533477.000000 Penalty: 3342.956787
	Iteration 8Q: 3 clusters Score -9533477 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38852 members 
Mstep: Class 2 contains 36736 members 
Entering Unmasked Estep 
Score: -9534171.000000 Penalty: 3342.956787
	Iteration 9Q: 3 clusters Score -9534171 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39251 members 
Mstep: Class 2 contains 36337 members 
Entering Unmasked Estep 
Score: -9534937.000000 Penalty: 3342.956787
	Iteration 10Q: 3 clusters Score -9534937 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39596 members 
Mstep: Class 2 contains 35992 members 
Entering Unmasked Estep 
Score: -9536026.000000 Penalty: 3342.956787
	Iteration 11Q: 3 clusters Score -9536026 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39988 members 
Mstep: Class 2 contains 35600 members 
Entering Unmasked Estep 
Score: -9537061.000000 Penalty: 3342.956787
	Iteration 12Q: 3 clusters Score -9537061 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40326 members 
Mstep: Class 2 contains 35262 members 
Entering Unmasked Estep 
Score: -9538176.000000 Penalty: 3342.956787
	Iteration 13Q: 3 clusters Score -9538176 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40490 members 
Mstep: Class 2 contains 35098 members 
Entering Unmasked Estep 
Score: -9539408.000000 Penalty: 3342.956787
	Iteration 14Q: 3 clusters Score -9539408 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40524 members 
Mstep: Class 2 contains 35064 members 
Entering Unmasked Estep 
Score: -9540688.000000 Penalty: 3342.956787
	Iteration 15Q: 3 clusters Score -9540688 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40517 members 
Mstep: Class 2 contains 35071 members 
Entering Unmasked Estep 
Score: -9542050.000000 Penalty: 3342.956787
	Iteration 16Q: 3 clusters Score -9542050 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40577 members 
Mstep: Class 2 contains 35011 members 
Entering Unmasked Estep 
Score: -9543625.000000 Penalty: 3342.956787
	Iteration 17Q: 3 clusters Score -9543625 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40717 members 
Mstep: Class 2 contains 34871 members 
Entering Unmasked Estep 
Score: -9544879.000000 Penalty: 3342.956787
	Iteration 18Q: 3 clusters Score -9544879 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40853 members 
Mstep: Class 2 contains 34735 members 
Entering Unmasked Estep 
Score: -9545726.000000 Penalty: 3342.956787
	Iteration 19Q: 3 clusters Score -9545726 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41104 members 
Mstep: Class 2 contains 34484 members 
Entering Unmasked Estep 
Score: -9546286.000000 Penalty: 3342.956787
	Iteration 20F: 3 clusters Score -9546286 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41347 members 
Mstep: Class 2 contains 34241 members 
Entering Unmasked Estep 
Score: -9546823.000000 Penalty: 3342.956787
	Iteration 21Q: 3 clusters Score -9546823 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41510 members 
Mstep: Class 2 contains 34078 members 
Entering Unmasked Estep 
Score: -9547319.000000 Penalty: 3342.956787
	Iteration 22Q: 3 clusters Score -9547319 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41616 members 
Mstep: Class 2 contains 33972 members 
Entering Unmasked Estep 
Score: -9547933.000000 Penalty: 3342.956787
	Iteration 23Q: 3 clusters Score -9547933 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41734 members 
Mstep: Class 2 contains 33854 members 
Entering Unmasked Estep 
Score: -9548641.000000 Penalty: 3342.956787
	Iteration 24Q: 3 clusters Score -9548641 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41823 members 
Mstep: Class 2 contains 33765 members 
Entering Unmasked Estep 
Score: -9549462.000000 Penalty: 3342.956787
	Iteration 25Q: 3 clusters Score -9549462 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41904 members 
Mstep: Class 2 contains 33684 members 
Entering Unmasked Estep 
Score: -9550466.000000 Penalty: 3342.956787
	Iteration 26Q: 3 clusters Score -9550466 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42009 members 
Mstep: Class 2 contains 33579 members 
Entering Unmasked Estep 
Score: -9551384.000000 Penalty: 3342.956787
	Iteration 27Q: 3 clusters Score -9551384 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42140 members 
Mstep: Class 2 contains 33448 members 
Entering Unmasked Estep 
Score: -9552282.000000 Penalty: 3342.956787
	Iteration 28Q: 3 clusters Score -9552282 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42299 members 
Mstep: Class 2 contains 33289 members 
Entering Unmasked Estep 
Score: -9553130.000000 Penalty: 3342.956787
	Iteration 29Q: 3 clusters Score -9553130 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42471 members 
Mstep: Class 2 contains 33117 members 
Entering Unmasked Estep 
Score: -9553744.000000 Penalty: 3342.956787
	Iteration 30Q: 3 clusters Score -9553744 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42576 members 
Mstep: Class 2 contains 33012 members 
Entering Unmasked Estep 
Score: -9554168.000000 Penalty: 3342.956787
	Iteration 31Q: 3 clusters Score -9554168 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42687 members 
Mstep: Class 2 contains 32901 members 
Entering Unmasked Estep 
Score: -9554459.000000 Penalty: 3342.956787
	Iteration 32Q: 3 clusters Score -9554459 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42782 members 
Mstep: Class 2 contains 32806 members 
Entering Unmasked Estep 
Score: -9554644.000000 Penalty: 3342.956787
	Iteration 33Q: 3 clusters Score -9554644 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42864 members 
Mstep: Class 2 contains 32724 members 
Entering Unmasked Estep 
Score: -9554771.000000 Penalty: 3342.956787
	Iteration 34Q: 3 clusters Score -9554771 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42929 members 
Mstep: Class 2 contains 32659 members 
Entering Unmasked Estep 
Score: -9554865.000000 Penalty: 3342.956787
	Iteration 35Q: 3 clusters Score -9554865 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42992 members 
Mstep: Class 2 contains 32596 members 
Entering Unmasked Estep 
Score: -9554901.000000 Penalty: 3342.956787
	Iteration 36Q: 3 clusters Score -9554901 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43045 members 
Mstep: Class 2 contains 32543 members 
Entering Unmasked Estep 
Score: -9554952.000000 Penalty: 3342.956787
	Iteration 37Q: 3 clusters Score -9554952 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43099 members 
Mstep: Class 2 contains 32489 members 
Entering Unmasked Estep 
Score: -9555001.000000 Penalty: 3342.956787
	Iteration 38Q: 3 clusters Score -9555001 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43155 members 
Mstep: Class 2 contains 32433 members 
Entering Unmasked Estep 
Score: -9555024.000000 Penalty: 3342.956787
	Iteration 39Q: 3 clusters Score -9555024 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43187 members 
Mstep: Class 2 contains 32401 members 
Entering Unmasked Estep 
Score: -9555065.000000 Penalty: 3342.956787
	Iteration 40F: 3 clusters Score -9555065 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43171 members 
Mstep: Class 2 contains 32417 members 
Entering Unmasked Estep 
Score: -9555073.000000 Penalty: 3342.956787
	Iteration 41Q: 3 clusters Score -9555073 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43158 members 
Mstep: Class 2 contains 32430 members 
Entering Unmasked Estep 
Score: -9555064.000000 Penalty: 3342.956787
	Iteration 42Q: 3 clusters Score -9555064 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43150 members 
Mstep: Class 2 contains 32438 members 
Entering Unmasked Estep 
Score: -9555107.000000 Penalty: 3342.956787
	Iteration 43Q: 3 clusters Score -9555107 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43148 members 
Mstep: Class 2 contains 32440 members 
Entering Unmasked Estep 
Score: -9555088.000000 Penalty: 3342.956787
	Iteration 44Q: 3 clusters Score -9555088 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43158 members 
Mstep: Class 2 contains 32430 members 
Entering Unmasked Estep 
Score: -9555086.000000 Penalty: 3342.956787
	Iteration 45Q: 3 clusters Score -9555086 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43164 members 
Mstep: Class 2 contains 32424 members 
Entering Unmasked Estep 
Score: -9555094.000000 Penalty: 3342.956787
	Iteration 46Q: 3 clusters Score -9555094 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43160 members 
Mstep: Class 2 contains 32428 members 
Entering Unmasked Estep 
Score: -9555085.000000 Penalty: 3342.956787
	Iteration 47Q: 3 clusters Score -9555085 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43149 members 
Mstep: Class 2 contains 32439 members 
Entering Unmasked Estep 
Score: -9555091.000000 Penalty: 3342.956787
	Iteration 48Q: 3 clusters Score -9555091 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43148 members 
Mstep: Class 2 contains 32440 members 
Entering Unmasked Estep 
Score: -9555097.000000 Penalty: 3342.956787
	Iteration 49Q: 3 clusters Score -9555097 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43145 members 
Mstep: Class 2 contains 32443 members 
Entering Unmasked Estep 
Score: -9555102.000000 Penalty: 3342.956787
	Iteration 50Q: 3 clusters Score -9555102 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43143 members 
Mstep: Class 2 contains 32445 members 
Entering Unmasked Estep 
Score: -9555101.000000 Penalty: 3342.956787
	Iteration 51Q: 3 clusters Score -9555101 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43141 members 
Mstep: Class 2 contains 32447 members 
Entering Unmasked Estep 
Score: -9555111.000000 Penalty: 3342.956787
	Iteration 52Q: 3 clusters Score -9555111 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43125 members 
Mstep: Class 2 contains 32463 members 
Entering Unmasked Estep 
Score: -9555107.000000 Penalty: 3342.956787
	Iteration 53Q: 3 clusters Score -9555107 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43112 members 
Mstep: Class 2 contains 32476 members 
Entering Unmasked Estep 
Score: -9555108.000000 Penalty: 3342.956787
	Iteration 54Q: 3 clusters Score -9555108 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43100 members 
Mstep: Class 2 contains 32488 members 
Entering Unmasked Estep 
Score: -9555118.000000 Penalty: 3342.956787
	Iteration 55Q: 3 clusters Score -9555118 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43090 members 
Mstep: Class 2 contains 32498 members 
Entering Unmasked Estep 
Score: -9555122.000000 Penalty: 3342.956787
	Iteration 56Q: 3 clusters Score -9555122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43085 members 
Mstep: Class 2 contains 32503 members 
Entering Unmasked Estep 
Score: -9555126.000000 Penalty: 3342.956787
	Iteration 57Q: 3 clusters Score -9555126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43081 members 
Mstep: Class 2 contains 32507 members 
Entering Unmasked Estep 
Score: -9555119.000000 Penalty: 3342.956787
	Iteration 58Q: 3 clusters Score -9555119 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43077 members 
Mstep: Class 2 contains 32511 members 
Entering Unmasked Estep 
Score: -9555122.000000 Penalty: 3342.956787
	Iteration 59Q: 3 clusters Score -9555122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43079 members 
Mstep: Class 2 contains 32509 members 
Entering Unmasked Estep 
Score: -9555118.000000 Penalty: 3342.956787
	Iteration 60F: 3 clusters Score -9555118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43081 members 
Mstep: Class 2 contains 32507 members 
Entering Unmasked Estep 
Score: -9555120.000000 Penalty: 3342.956787
	Iteration 61Q: 3 clusters Score -9555120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43080 members 
Mstep: Class 2 contains 32508 members 
Entering Unmasked Estep 
Score: -9555113.000000 Penalty: 3342.956787
	Iteration 62Q: 3 clusters Score -9555113 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43079 members 
Mstep: Class 2 contains 32509 members 
Entering Unmasked Estep 
Score: -9555111.000000 Penalty: 3342.956787
	Iteration 63Q: 3 clusters Score -9555111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43082 members 
Mstep: Class 2 contains 32506 members 
Entering Unmasked Estep 
Score: -9555112.000000 Penalty: 3342.956787
	Iteration 64Q: 3 clusters Score -9555112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43082 members 
Mstep: Class 2 contains 32506 members 
Entering Unmasked Estep 
Score: -9555117.000000 Penalty: 3342.956787
	Iteration 65Q: 3 clusters Score -9555117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43082 members 
Mstep: Class 2 contains 32506 members 
Entering Unmasked Estep 
Score: -9555111.000000 Penalty: 3342.956787
	Iteration 66Q: 3 clusters Score -9555111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43083 members 
Mstep: Class 2 contains 32505 members 
Entering Unmasked Estep 
Score: -9555113.000000 Penalty: 3342.956787
	Iteration 67Q: 3 clusters Score -9555113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43083 members 
Mstep: Class 2 contains 32505 members 
Entering Unmasked Estep 
Score: -9555107.000000 Penalty: 3342.956787
	Iteration 68Q: 3 clusters Score -9555107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43083 members 
Mstep: Class 2 contains 32505 members 
Entering Unmasked Estep 
Score: -9555107.000000 Penalty: 3342.956787
	Iteration 69F: 3 clusters Score -9555107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 43083 members 
Mstep: Class 2 contains 11859 members 
Mstep: Class 3 contains 54444 members 
Mstep: Class 4 contains 29798 members 
Mstep: Class 5 contains 31217 members 
Mstep: Class 6 contains 5543 members 
Mstep: Class 7 contains 45018 members 
Mstep: Class 8 contains 21719 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6339 members 
Mstep: Class 11 contains 36045 members 
Mstep: Class 12 contains 2156 members 
Mstep: Class 13 contains 5671 members 
Mstep: Class 14 contains 67639 members 
Mstep: Class 15 contains 10413 members 
Mstep: Class 16 contains 11882 members 
Mstep: Class 17 contains 3906 members 
Mstep: Class 18 contains 25668 members 
Mstep: Class 19 contains 10295 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5662 members 
Mstep: Class 22 contains 15355 members 
Mstep: Class 23 contains 19383 members 
Mstep: Class 24 contains 3666 members 
Mstep: Class 25 contains 14803 members 
Mstep: Class 26 contains 5489 members 
Mstep: Class 27 contains 14076 members 
Mstep: Class 28 contains 11954 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16094 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1628 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6903 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 11927 members 
Mstep: Class 38 contains 9432 members 
Mstep: Class 39 contains 49873 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22312 members 
Mstep: Class 45 contains 32505 members 
Entering Unmasked Estep 
Score: -81028088.000000 Penalty: 89796.125000
Splitting cluster 1 changes total score from -81027584.000000 to -81028088.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 2 (11859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Entering Unmasked Estep 
Score: -1502526.250000 Penalty: 1395.869385
	Iteration 0F: 2 clusters Score -1502526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1494625.000000 Penalty: 2791.738770
	Iteration 0F: 3 clusters Score -1494625 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1497181.875000 Penalty: 2791.738770
	Iteration 1F: 3 clusters Score -1497182 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1497527.375000 Penalty: 2791.738770
	Iteration 2F: 3 clusters Score -1497527 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1497792.375000 Penalty: 2791.738770
	Iteration 3F: 3 clusters Score -1497792 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1497992.125000 Penalty: 2791.738770
	Iteration 4Q: 3 clusters Score -1497992 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1498140.875000 Penalty: 2791.738770
	Iteration 5Q: 3 clusters Score -1498141 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1498272.375000 Penalty: 2791.738770
	Iteration 6Q: 3 clusters Score -1498272 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1498389.375000 Penalty: 2791.738770
	Iteration 7Q: 3 clusters Score -1498389 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1498493.875000 Penalty: 2791.738770
	Iteration 8Q: 3 clusters Score -1498494 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1498583.000000 Penalty: 2791.738770
	Iteration 9Q: 3 clusters Score -1498583 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1498659.875000 Penalty: 2791.738770
	Iteration 10Q: 3 clusters Score -1498660 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1498741.375000 Penalty: 2791.738770
	Iteration 11Q: 3 clusters Score -1498741 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1498828.250000 Penalty: 2791.738770
	Iteration 12Q: 3 clusters Score -1498828 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1498909.625000 Penalty: 2791.738770
	Iteration 13Q: 3 clusters Score -1498910 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1499016.125000 Penalty: 2791.738770
	Iteration 14Q: 3 clusters Score -1499016 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1499144.750000 Penalty: 2791.738770
	Iteration 15Q: 3 clusters Score -1499145 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1499273.875000 Penalty: 2791.738770
	Iteration 16Q: 3 clusters Score -1499274 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1499391.375000 Penalty: 2791.738770
	Iteration 17Q: 3 clusters Score -1499391 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1499501.875000 Penalty: 2791.738770
	Iteration 18Q: 3 clusters Score -1499502 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1499621.625000 Penalty: 2791.738770
	Iteration 19Q: 3 clusters Score -1499622 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1499718.250000 Penalty: 2791.738770
	Iteration 20F: 3 clusters Score -1499718 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1499799.250000 Penalty: 2791.738770
	Iteration 21Q: 3 clusters Score -1499799 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1499870.125000 Penalty: 2791.738770
	Iteration 22Q: 3 clusters Score -1499870 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1499919.000000 Penalty: 2791.738770
	Iteration 23Q: 3 clusters Score -1499919 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1499969.375000 Penalty: 2791.738770
	Iteration 24Q: 3 clusters Score -1499969 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1500013.750000 Penalty: 2791.738770
	Iteration 25Q: 3 clusters Score -1500014 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1500058.625000 Penalty: 2791.738770
	Iteration 26Q: 3 clusters Score -1500059 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1500105.500000 Penalty: 2791.738770
	Iteration 27Q: 3 clusters Score -1500106 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1500140.000000 Penalty: 2791.738770
	Iteration 28Q: 3 clusters Score -1500140 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1500177.375000 Penalty: 2791.738770
	Iteration 29Q: 3 clusters Score -1500177 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1500209.125000 Penalty: 2791.738770
	Iteration 30Q: 3 clusters Score -1500209 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1500243.875000 Penalty: 2791.738770
	Iteration 31Q: 3 clusters Score -1500244 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1500280.375000 Penalty: 2791.738770
	Iteration 32Q: 3 clusters Score -1500280 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1500330.625000 Penalty: 2791.738770
	Iteration 33Q: 3 clusters Score -1500331 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1500372.375000 Penalty: 2791.738770
	Iteration 34Q: 3 clusters Score -1500372 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1500423.875000 Penalty: 2791.738770
	Iteration 35Q: 3 clusters Score -1500424 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1500461.500000 Penalty: 2791.738770
	Iteration 36Q: 3 clusters Score -1500462 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1500502.625000 Penalty: 2791.738770
	Iteration 37Q: 3 clusters Score -1500503 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1500545.750000 Penalty: 2791.738770
	Iteration 38Q: 3 clusters Score -1500546 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1500596.375000 Penalty: 2791.738770
	Iteration 39Q: 3 clusters Score -1500596 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1500628.625000 Penalty: 2791.738770
	Iteration 40F: 3 clusters Score -1500629 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1500656.375000 Penalty: 2791.738770
	Iteration 41Q: 3 clusters Score -1500656 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1500699.875000 Penalty: 2791.738770
	Iteration 42Q: 3 clusters Score -1500700 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1500737.750000 Penalty: 2791.738770
	Iteration 43Q: 3 clusters Score -1500738 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -1500775.875000 Penalty: 2791.738770
	Iteration 44Q: 3 clusters Score -1500776 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1500813.250000 Penalty: 2791.738770
	Iteration 45Q: 3 clusters Score -1500813 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1500855.125000 Penalty: 2791.738770
	Iteration 46Q: 3 clusters Score -1500855 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1500901.375000 Penalty: 2791.738770
	Iteration 47Q: 3 clusters Score -1500901 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -1500965.000000 Penalty: 2791.738770
	Iteration 48Q: 3 clusters Score -1500965 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -1501025.875000 Penalty: 2791.738770
	Iteration 49Q: 3 clusters Score -1501026 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -1501075.750000 Penalty: 2791.738770
	Iteration 50Q: 3 clusters Score -1501076 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -1501125.000000 Penalty: 2791.738770
	Iteration 51Q: 3 clusters Score -1501125 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -1501176.500000 Penalty: 2791.738770
	Iteration 52Q: 3 clusters Score -1501176 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1501217.125000 Penalty: 2791.738770
	Iteration 53Q: 3 clusters Score -1501217 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -1501247.750000 Penalty: 2791.738770
	Iteration 54Q: 3 clusters Score -1501248 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -1501281.625000 Penalty: 2791.738770
	Iteration 55Q: 3 clusters Score -1501282 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -1501311.500000 Penalty: 2791.738770
	Iteration 56Q: 3 clusters Score -1501312 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -1501328.000000 Penalty: 2791.738770
	Iteration 57Q: 3 clusters Score -1501328 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -1501340.875000 Penalty: 2791.738770
	Iteration 58Q: 3 clusters Score -1501341 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -1501368.500000 Penalty: 2791.738770
	Iteration 59Q: 3 clusters Score -1501368 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -1501383.375000 Penalty: 2791.738770
	Iteration 60F: 3 clusters Score -1501383 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -1501391.625000 Penalty: 2791.738770
	Iteration 61Q: 3 clusters Score -1501392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -1501395.000000 Penalty: 2791.738770
	Iteration 62Q: 3 clusters Score -1501395 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -1501397.000000 Penalty: 2791.738770
	Iteration 63Q: 3 clusters Score -1501397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -1501399.375000 Penalty: 2791.738770
	Iteration 64Q: 3 clusters Score -1501399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -1501404.750000 Penalty: 2791.738770
	Iteration 65Q: 3 clusters Score -1501405 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -1501411.000000 Penalty: 2791.738770
	Iteration 66Q: 3 clusters Score -1501411 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -1501417.375000 Penalty: 2791.738770
	Iteration 67Q: 3 clusters Score -1501417 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -1501428.000000 Penalty: 2791.738770
	Iteration 68Q: 3 clusters Score -1501428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -1501430.125000 Penalty: 2791.738770
	Iteration 69Q: 3 clusters Score -1501430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -1501439.750000 Penalty: 2791.738770
	Iteration 70Q: 3 clusters Score -1501440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -1501445.250000 Penalty: 2791.738770
	Iteration 71Q: 3 clusters Score -1501445 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -1501453.375000 Penalty: 2791.738770
	Iteration 72Q: 3 clusters Score -1501453 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -1501460.500000 Penalty: 2791.738770
	Iteration 73Q: 3 clusters Score -1501460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -1501458.250000 Penalty: 2791.738770
	Iteration 74Q: 3 clusters Score -1501458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -1501462.500000 Penalty: 2791.738770
	Iteration 75Q: 3 clusters Score -1501462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -1501464.125000 Penalty: 2791.738770
	Iteration 76Q: 3 clusters Score -1501464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -1501464.625000 Penalty: 2791.738770
	Iteration 77Q: 3 clusters Score -1501465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -1501468.625000 Penalty: 2791.738770
	Iteration 78Q: 3 clusters Score -1501469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -1501467.875000 Penalty: 2791.738770
	Iteration 79Q: 3 clusters Score -1501468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -1501467.875000 Penalty: 2791.738770
	Iteration 80F: 3 clusters Score -1501468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (54444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54444 members 
Entering Unmasked Estep 
Score: -6945062.000000 Penalty: 1622.653320
	Iteration 0F: 2 clusters Score -6945062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27291 members 
Mstep: Class 2 contains 27153 members 
Entering Unmasked Estep 
Score: -6910890.500000 Penalty: 3245.306641
	Iteration 0F: 3 clusters Score -6910890 nChanged 25211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28164 members 
Mstep: Class 2 contains 26280 members 
Entering Unmasked Estep 
Score: -6925133.000000 Penalty: 3245.306641
	Iteration 1F: 3 clusters Score -6925133 nChanged 2373
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28651 members 
Mstep: Class 2 contains 25793 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -6925882 nChanged 2334
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29391 members 
Mstep: Class 2 contains 25053 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -6926656 nChanged 2489
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30482 members 
Mstep: Class 2 contains 23962 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -6927670 nChanged 2853
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32041 members 
Mstep: Class 2 contains 22403 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -6929067 nChanged 3290
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34093 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -6931026 nChanged 3660
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Mstep: Class 1 contains 36571 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -6933752 nChanged 3737
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39094 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -6937056 nChanged 3231
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41123 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -6940452 nChanged 2463
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42260 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -6942683 nChanged 1488
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42794 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -6943510 nChanged 844
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43136 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -6943830 nChanged 579
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43387 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -6943978 nChanged 417
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Mstep: Class 1 contains 43576 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -6944083 nChanged 345
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43737 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -6944148.500000 Penalty: 3245.306641
	Iteration 15Q: 3 clusters Score -6944148 nChanged 268
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43879 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -6944183.000000 Penalty: 3245.306641
	Iteration 16Q: 3 clusters Score -6944183 nChanged 245
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44040 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -6944180 nChanged 212
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44208 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -6944211.500000 Penalty: 3245.306641
	Iteration 18Q: 3 clusters Score -6944212 nChanged 165
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44351 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -6944229.500000 Penalty: 3245.306641
	Iteration 19Q: 3 clusters Score -6944230 nChanged 155
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Mstep: Class 1 contains 44490 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -6944247.000000 Penalty: 3245.306641
	Iteration 20F: 3 clusters Score -6944247 nChanged 142
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Mstep: Class 1 contains 44620 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -6944245 nChanged 128
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Mstep: Class 1 contains 44744 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -6944240 nChanged 156
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Mstep: Class 1 contains 44892 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -6944246 nChanged 137
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45027 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -6944281.000000 Penalty: 3245.306641
	Iteration 24Q: 3 clusters Score -6944281 nChanged 137
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45160 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -6944276 nChanged 131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45287 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -6944286 nChanged 117
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Mstep: Class 1 contains 45404 members 
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Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -6944304 nChanged 120
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Mstep: Class 1 contains 45524 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -6944304 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45636 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -6944298 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45734 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -6944299 nChanged 96
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Mstep: Class 1 contains 45830 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -6944322.500000 Penalty: 3245.306641
	Iteration 31Q: 3 clusters Score -6944322 nChanged 82
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Mstep: Class 1 contains 45912 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -6944306 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46016 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -6944314.500000 Penalty: 3245.306641
	Iteration 33Q: 3 clusters Score -6944314 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46106 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -6944283.000000 Penalty: 3245.306641
	Iteration 34Q: 3 clusters Score -6944283 nChanged 86
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Mstep: Class 1 contains 46192 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -6944280.000000 Penalty: 3245.306641
	Iteration 35Q: 3 clusters Score -6944280 nChanged 79
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Mstep: Class 1 contains 46271 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6944275 nChanged 69
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Mstep: Class 1 contains 46338 members 
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Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6944282 nChanged 68
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Mstep: Class 1 contains 46404 members 
Mstep: Class 2 contains 8040 members 
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	Iteration 38Q: 3 clusters Score -6944266 nChanged 63
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Mstep: Class 1 contains 46467 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6944266 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46532 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -6944258.000000 Penalty: 3245.306641
	Iteration 40F: 3 clusters Score -6944258 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46610 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6944258 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46699 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6944268 nChanged 107
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Mstep: Class 1 contains 46804 members 
Mstep: Class 2 contains 7640 members 
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	Iteration 43Q: 3 clusters Score -6944260 nChanged 93
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Mstep: Class 1 contains 46893 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6944270 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46984 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6944277 nChanged 93
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Mstep: Class 1 contains 47077 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -6944272.000000 Penalty: 3245.306641
	Iteration 46Q: 3 clusters Score -6944272 nChanged 93
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Mstep: Class 1 contains 47170 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6944269 nChanged 92
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Mstep: Class 1 contains 47256 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6944278 nChanged 91
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Mstep: Class 1 contains 47347 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -6944309.000000 Penalty: 3245.306641
	Iteration 49Q: 3 clusters Score -6944309 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47428 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -6944290.500000 Penalty: 3245.306641
	Iteration 50Q: 3 clusters Score -6944290 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47502 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -6944314.500000 Penalty: 3245.306641
	Iteration 51Q: 3 clusters Score -6944314 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47569 members 
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6944312 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47636 members 
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Entering Unmasked Estep 
Score: -6944320.000000 Penalty: 3245.306641
	Iteration 53Q: 3 clusters Score -6944320 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47693 members 
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Entering Unmasked Estep 
Score: -6944315.000000 Penalty: 3245.306641
	Iteration 54Q: 3 clusters Score -6944315 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47736 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6944314 nChanged 36
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Mstep: Class 1 contains 47772 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6944320 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47809 members 
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Entering Unmasked Estep 
Score: -6944327.000000 Penalty: 3245.306641
	Iteration 57Q: 3 clusters Score -6944327 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47845 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -6944344.500000 Penalty: 3245.306641
	Iteration 58Q: 3 clusters Score -6944344 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47882 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -6944341.500000 Penalty: 3245.306641
	Iteration 59Q: 3 clusters Score -6944342 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47917 members 
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Entering Unmasked Estep 
Score: -6944336.500000 Penalty: 3245.306641
	Iteration 60F: 3 clusters Score -6944336 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47946 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6944338 nChanged 37
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Mstep: Class 1 contains 47983 members 
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Entering Unmasked Estep 
Score: -6944345.000000 Penalty: 3245.306641
	Iteration 62Q: 3 clusters Score -6944345 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48022 members 
Mstep: Class 2 contains 6422 members 
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	Iteration 63Q: 3 clusters Score -6944341 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48061 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6944336 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48105 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6944342 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48154 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -6944333.000000 Penalty: 3245.306641
	Iteration 66Q: 3 clusters Score -6944333 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48210 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -6944330.000000 Penalty: 3245.306641
	Iteration 67Q: 3 clusters Score -6944330 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48261 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6944330 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48303 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6944334 nChanged 44
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	Iteration 70Q: 3 clusters Score -6944334 nChanged 39
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Mstep: Class 1 contains 48386 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -6944339.500000 Penalty: 3245.306641
	Iteration 71Q: 3 clusters Score -6944340 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48433 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6944340 nChanged 36
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Mstep: Class 1 contains 48465 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -6944332.000000 Penalty: 3245.306641
	Iteration 73Q: 3 clusters Score -6944332 nChanged 32
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Mstep: Class 1 contains 48497 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6944320 nChanged 34
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Mstep: Class 1 contains 48531 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6944328 nChanged 36
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Mstep: Class 1 contains 48567 members 
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	Iteration 76Q: 3 clusters Score -6944330 nChanged 41
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Mstep: Class 1 contains 48608 members 
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	Iteration 77Q: 3 clusters Score -6944334 nChanged 35
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Mstep: Class 1 contains 48643 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6944321 nChanged 33
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Mstep: Class 1 contains 48676 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6944337 nChanged 35
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Mstep: Class 1 contains 48709 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6944340 nChanged 43
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Mstep: Class 1 contains 48748 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6944321 nChanged 44
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6944335 nChanged 39
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Entering Unmasked Estep 
Score: -6944331.500000 Penalty: 3245.306641
	Iteration 83Q: 3 clusters Score -6944332 nChanged 33
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6944350 nChanged 38
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Mstep: Class 1 contains 48902 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6944340 nChanged 40
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	Iteration 86Q: 3 clusters Score -6944337 nChanged 29
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Mstep: Class 1 contains 48971 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6944330 nChanged 41
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Mstep: Class 1 contains 49012 members 
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Entering Unmasked Estep 
Score: -6944316.500000 Penalty: 3245.306641
	Iteration 88Q: 3 clusters Score -6944316 nChanged 38
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Mstep: Class 1 contains 49048 members 
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Entering Unmasked Estep 
Score: -6944325.000000 Penalty: 3245.306641
	Iteration 89Q: 3 clusters Score -6944325 nChanged 38
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Mstep: Class 1 contains 49086 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6944320 nChanged 48
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6944324 nChanged 40
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Mstep: Class 1 contains 49172 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6944329 nChanged 39
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Mstep: Class 1 contains 49211 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -6944318.500000 Penalty: 3245.306641
	Iteration 93Q: 3 clusters Score -6944318 nChanged 37
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Mstep: Class 1 contains 49248 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6944320 nChanged 40
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	Iteration 159Q: 3 clusters Score -6944368 nChanged 1
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 50487 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -6944370.000000 Penalty: 3245.306641
	Iteration 190Q: 3 clusters Score -6944370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50492 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -6944375.500000 Penalty: 3245.306641
	Iteration 191Q: 3 clusters Score -6944376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50499 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -6944367.500000 Penalty: 3245.306641
	Iteration 192Q: 3 clusters Score -6944368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50505 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -6944375.000000 Penalty: 3245.306641
	Iteration 193Q: 3 clusters Score -6944375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50510 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -6944370.500000 Penalty: 3245.306641
	Iteration 194Q: 3 clusters Score -6944370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50514 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -6944364.500000 Penalty: 3245.306641
	Iteration 195Q: 3 clusters Score -6944364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50518 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -6944363.000000 Penalty: 3245.306641
	Iteration 196Q: 3 clusters Score -6944363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50521 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -6944363.000000 Penalty: 3245.306641
	Iteration 197Q: 3 clusters Score -6944363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50522 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -6944365.000000 Penalty: 3245.306641
	Iteration 198Q: 3 clusters Score -6944365 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50522 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -6944365.000000 Penalty: 3245.306641
	Iteration 199F: 3 clusters Score -6944365 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (29798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29798 members 
Entering Unmasked Estep 
Score: -3650791.750000 Penalty: 1532.966919
	Iteration 0F: 2 clusters Score -3650792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -3631287.500000 Penalty: 3065.933838
	Iteration 0F: 3 clusters Score -3631288 nChanged 13533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -3638732.250000 Penalty: 3065.933838
	Iteration 1F: 3 clusters Score -3638732 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -3639190.750000 Penalty: 3065.933838
	Iteration 2Q: 3 clusters Score -3639191 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -3639598.750000 Penalty: 3065.933838
	Iteration 3Q: 3 clusters Score -3639599 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -3639978.250000 Penalty: 3065.933838
	Iteration 4Q: 3 clusters Score -3639978 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -3640346.000000 Penalty: 3065.933838
	Iteration 5Q: 3 clusters Score -3640346 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -3640681.750000 Penalty: 3065.933838
	Iteration 6Q: 3 clusters Score -3640682 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -3641062.500000 Penalty: 3065.933838
	Iteration 7Q: 3 clusters Score -3641062 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -3641487.000000 Penalty: 3065.933838
	Iteration 8Q: 3 clusters Score -3641487 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -3642000.750000 Penalty: 3065.933838
	Iteration 9Q: 3 clusters Score -3642001 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -3642676.000000 Penalty: 3065.933838
	Iteration 10Q: 3 clusters Score -3642676 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -3643500.500000 Penalty: 3065.933838
	Iteration 11Q: 3 clusters Score -3643500 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -3644413.250000 Penalty: 3065.933838
	Iteration 12Q: 3 clusters Score -3644413 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -3645263.250000 Penalty: 3065.933838
	Iteration 13Q: 3 clusters Score -3645263 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -3645857.500000 Penalty: 3065.933838
	Iteration 14Q: 3 clusters Score -3645858 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -3646180.250000 Penalty: 3065.933838
	Iteration 15Q: 3 clusters Score -3646180 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18750 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -3646409.000000 Penalty: 3065.933838
	Iteration 16Q: 3 clusters Score -3646409 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -3646601.750000 Penalty: 3065.933838
	Iteration 17Q: 3 clusters Score -3646602 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -3646728.750000 Penalty: 3065.933838
	Iteration 18Q: 3 clusters Score -3646729 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -3646880.000000 Penalty: 3065.933838
	Iteration 19Q: 3 clusters Score -3646880 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -3646999.500000 Penalty: 3065.933838
	Iteration 20F: 3 clusters Score -3647000 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19755 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -3647096.750000 Penalty: 3065.933838
	Iteration 21Q: 3 clusters Score -3647097 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -3647195.250000 Penalty: 3065.933838
	Iteration 22Q: 3 clusters Score -3647195 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -3647274.000000 Penalty: 3065.933838
	Iteration 23Q: 3 clusters Score -3647274 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -3647388.000000 Penalty: 3065.933838
	Iteration 24Q: 3 clusters Score -3647388 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -3647479.000000 Penalty: 3065.933838
	Iteration 25Q: 3 clusters Score -3647479 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -3647554.750000 Penalty: 3065.933838
	Iteration 26Q: 3 clusters Score -3647555 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20682 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -3647632.500000 Penalty: 3065.933838
	Iteration 27Q: 3 clusters Score -3647632 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -3647672.500000 Penalty: 3065.933838
	Iteration 28Q: 3 clusters Score -3647672 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20947 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -3647718.500000 Penalty: 3065.933838
	Iteration 29Q: 3 clusters Score -3647718 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21075 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -3647762.750000 Penalty: 3065.933838
	Iteration 30Q: 3 clusters Score -3647763 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21206 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -3647798.750000 Penalty: 3065.933838
	Iteration 31Q: 3 clusters Score -3647799 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21356 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -3647839.750000 Penalty: 3065.933838
	Iteration 32Q: 3 clusters Score -3647840 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -3647885.250000 Penalty: 3065.933838
	Iteration 33Q: 3 clusters Score -3647885 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -3647939.000000 Penalty: 3065.933838
	Iteration 34Q: 3 clusters Score -3647939 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21812 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -3648001.250000 Penalty: 3065.933838
	Iteration 35Q: 3 clusters Score -3648001 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -3648060.750000 Penalty: 3065.933838
	Iteration 36Q: 3 clusters Score -3648061 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -3648107.000000 Penalty: 3065.933838
	Iteration 37Q: 3 clusters Score -3648107 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -3648152.250000 Penalty: 3065.933838
	Iteration 38Q: 3 clusters Score -3648152 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22434 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -3648185.500000 Penalty: 3065.933838
	Iteration 39Q: 3 clusters Score -3648186 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22587 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -3648218.750000 Penalty: 3065.933838
	Iteration 40F: 3 clusters Score -3648219 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22720 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -3648239.750000 Penalty: 3065.933838
	Iteration 41Q: 3 clusters Score -3648240 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -3648260.000000 Penalty: 3065.933838
	Iteration 42Q: 3 clusters Score -3648260 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -3648289.750000 Penalty: 3065.933838
	Iteration 43Q: 3 clusters Score -3648290 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23077 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -3648306.750000 Penalty: 3065.933838
	Iteration 44Q: 3 clusters Score -3648307 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23186 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -3648313.750000 Penalty: 3065.933838
	Iteration 45Q: 3 clusters Score -3648314 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23297 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -3648340.250000 Penalty: 3065.933838
	Iteration 46Q: 3 clusters Score -3648340 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23400 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -3648358.750000 Penalty: 3065.933838
	Iteration 47Q: 3 clusters Score -3648359 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23512 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -3648371.750000 Penalty: 3065.933838
	Iteration 48Q: 3 clusters Score -3648372 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23609 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -3648395.250000 Penalty: 3065.933838
	Iteration 49Q: 3 clusters Score -3648395 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23707 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -3648413.500000 Penalty: 3065.933838
	Iteration 50Q: 3 clusters Score -3648414 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23797 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -3648435.000000 Penalty: 3065.933838
	Iteration 51Q: 3 clusters Score -3648435 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23888 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -3648452.250000 Penalty: 3065.933838
	Iteration 52Q: 3 clusters Score -3648452 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23974 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -3648470.750000 Penalty: 3065.933838
	Iteration 53Q: 3 clusters Score -3648471 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24058 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -3648478.750000 Penalty: 3065.933838
	Iteration 54Q: 3 clusters Score -3648479 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24160 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -3648501.250000 Penalty: 3065.933838
	Iteration 55Q: 3 clusters Score -3648501 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24294 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -3648530.000000 Penalty: 3065.933838
	Iteration 56Q: 3 clusters Score -3648530 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24430 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -3648555.250000 Penalty: 3065.933838
	Iteration 57Q: 3 clusters Score -3648555 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -3648573.000000 Penalty: 3065.933838
	Iteration 58Q: 3 clusters Score -3648573 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24708 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -3648601.250000 Penalty: 3065.933838
	Iteration 59Q: 3 clusters Score -3648601 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24840 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -3648632.500000 Penalty: 3065.933838
	Iteration 60F: 3 clusters Score -3648632 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24978 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -3648662.000000 Penalty: 3065.933838
	Iteration 61Q: 3 clusters Score -3648662 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25133 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -3648708.750000 Penalty: 3065.933838
	Iteration 62Q: 3 clusters Score -3648709 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25272 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -3648731.750000 Penalty: 3065.933838
	Iteration 63Q: 3 clusters Score -3648732 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25428 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -3648782.500000 Penalty: 3065.933838
	Iteration 64Q: 3 clusters Score -3648782 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25592 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -3648847.750000 Penalty: 3065.933838
	Iteration 65Q: 3 clusters Score -3648848 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25769 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -3648875.250000 Penalty: 3065.933838
	Iteration 66Q: 3 clusters Score -3648875 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25934 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -3648915.500000 Penalty: 3065.933838
	Iteration 67Q: 3 clusters Score -3648916 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26081 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -3648969.250000 Penalty: 3065.933838
	Iteration 68Q: 3 clusters Score -3648969 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -3649003.250000 Penalty: 3065.933838
	Iteration 69Q: 3 clusters Score -3649003 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26345 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -3649037.250000 Penalty: 3065.933838
	Iteration 70Q: 3 clusters Score -3649037 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26452 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -3649074.000000 Penalty: 3065.933838
	Iteration 71Q: 3 clusters Score -3649074 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26566 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -3649085.000000 Penalty: 3065.933838
	Iteration 72Q: 3 clusters Score -3649085 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26673 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -3649139.750000 Penalty: 3065.933838
	Iteration 73Q: 3 clusters Score -3649140 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26786 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -3649157.250000 Penalty: 3065.933838
	Iteration 74Q: 3 clusters Score -3649157 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26895 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -3649185.750000 Penalty: 3065.933838
	Iteration 75Q: 3 clusters Score -3649186 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26979 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -3649207.500000 Penalty: 3065.933838
	Iteration 76Q: 3 clusters Score -3649208 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27057 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -3649221.250000 Penalty: 3065.933838
	Iteration 77Q: 3 clusters Score -3649221 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27115 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -3649228.250000 Penalty: 3065.933838
	Iteration 78Q: 3 clusters Score -3649228 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27167 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -3649249.250000 Penalty: 3065.933838
	Iteration 79Q: 3 clusters Score -3649249 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27220 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -3649256.500000 Penalty: 3065.933838
	Iteration 80F: 3 clusters Score -3649256 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27274 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -3649272.500000 Penalty: 3065.933838
	Iteration 81Q: 3 clusters Score -3649272 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -3649292.500000 Penalty: 3065.933838
	Iteration 82Q: 3 clusters Score -3649292 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27384 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -3649310.000000 Penalty: 3065.933838
	Iteration 83Q: 3 clusters Score -3649310 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27440 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -3649316.250000 Penalty: 3065.933838
	Iteration 84Q: 3 clusters Score -3649316 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27486 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -3649329.250000 Penalty: 3065.933838
	Iteration 85Q: 3 clusters Score -3649329 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27520 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -3649334.750000 Penalty: 3065.933838
	Iteration 86Q: 3 clusters Score -3649335 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27550 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -3649340.750000 Penalty: 3065.933838
	Iteration 87Q: 3 clusters Score -3649341 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27573 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -3649340.750000 Penalty: 3065.933838
	Iteration 88Q: 3 clusters Score -3649341 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27596 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -3649348.250000 Penalty: 3065.933838
	Iteration 89Q: 3 clusters Score -3649348 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27608 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -3649351.500000 Penalty: 3065.933838
	Iteration 90Q: 3 clusters Score -3649352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27618 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -3649360.250000 Penalty: 3065.933838
	Iteration 91Q: 3 clusters Score -3649360 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27634 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -3649358.500000 Penalty: 3065.933838
	Iteration 92Q: 3 clusters Score -3649358 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27658 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -3649359.000000 Penalty: 3065.933838
	Iteration 93Q: 3 clusters Score -3649359 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27676 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -3649364.000000 Penalty: 3065.933838
	Iteration 94Q: 3 clusters Score -3649364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27691 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -3649362.250000 Penalty: 3065.933838
	Iteration 95Q: 3 clusters Score -3649362 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27705 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -3649371.000000 Penalty: 3065.933838
	Iteration 96Q: 3 clusters Score -3649371 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27724 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -3649375.000000 Penalty: 3065.933838
	Iteration 97Q: 3 clusters Score -3649375 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27739 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -3649375.500000 Penalty: 3065.933838
	Iteration 98Q: 3 clusters Score -3649376 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27754 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -3649373.250000 Penalty: 3065.933838
	Iteration 99Q: 3 clusters Score -3649373 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27764 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -3649382.000000 Penalty: 3065.933838
	Iteration 100F: 3 clusters Score -3649382 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27776 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -3649382.750000 Penalty: 3065.933838
	Iteration 101Q: 3 clusters Score -3649383 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27787 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -3649382.000000 Penalty: 3065.933838
	Iteration 102Q: 3 clusters Score -3649382 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27803 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -3649388.500000 Penalty: 3065.933838
	Iteration 103Q: 3 clusters Score -3649388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27816 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -3649393.000000 Penalty: 3065.933838
	Iteration 104Q: 3 clusters Score -3649393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27824 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -3649396.250000 Penalty: 3065.933838
	Iteration 105Q: 3 clusters Score -3649396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27835 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -3649404.750000 Penalty: 3065.933838
	Iteration 106Q: 3 clusters Score -3649405 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27850 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -3649403.500000 Penalty: 3065.933838
	Iteration 107Q: 3 clusters Score -3649404 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27867 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -3649408.500000 Penalty: 3065.933838
	Iteration 108Q: 3 clusters Score -3649408 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27885 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -3649410.500000 Penalty: 3065.933838
	Iteration 109Q: 3 clusters Score -3649410 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27905 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -3649417.500000 Penalty: 3065.933838
	Iteration 110Q: 3 clusters Score -3649418 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27936 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -3649418.750000 Penalty: 3065.933838
	Iteration 111Q: 3 clusters Score -3649419 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27966 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -3649434.500000 Penalty: 3065.933838
	Iteration 112Q: 3 clusters Score -3649434 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27985 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -3649442.000000 Penalty: 3065.933838
	Iteration 113Q: 3 clusters Score -3649442 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28006 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -3649446.500000 Penalty: 3065.933838
	Iteration 114Q: 3 clusters Score -3649446 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28027 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -3649453.500000 Penalty: 3065.933838
	Iteration 115Q: 3 clusters Score -3649454 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28050 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -3649464.000000 Penalty: 3065.933838
	Iteration 116Q: 3 clusters Score -3649464 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28075 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -3649476.250000 Penalty: 3065.933838
	Iteration 117Q: 3 clusters Score -3649476 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28104 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -3649489.750000 Penalty: 3065.933838
	Iteration 118Q: 3 clusters Score -3649490 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28126 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -3649490.750000 Penalty: 3065.933838
	Iteration 119Q: 3 clusters Score -3649491 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28146 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -3649501.000000 Penalty: 3065.933838
	Iteration 120F: 3 clusters Score -3649501 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28170 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -3649511.000000 Penalty: 3065.933838
	Iteration 121Q: 3 clusters Score -3649511 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28194 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -3649516.500000 Penalty: 3065.933838
	Iteration 122Q: 3 clusters Score -3649516 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28217 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -3649523.500000 Penalty: 3065.933838
	Iteration 123Q: 3 clusters Score -3649524 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28240 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -3649531.250000 Penalty: 3065.933838
	Iteration 124Q: 3 clusters Score -3649531 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28259 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -3649533.000000 Penalty: 3065.933838
	Iteration 125Q: 3 clusters Score -3649533 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28278 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -3649545.000000 Penalty: 3065.933838
	Iteration 126Q: 3 clusters Score -3649545 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28290 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -3649544.750000 Penalty: 3065.933838
	Iteration 127Q: 3 clusters Score -3649545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28298 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -3649544.500000 Penalty: 3065.933838
	Iteration 128Q: 3 clusters Score -3649544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28306 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -3649547.750000 Penalty: 3065.933838
	Iteration 129Q: 3 clusters Score -3649548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28313 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -3649554.000000 Penalty: 3065.933838
	Iteration 130Q: 3 clusters Score -3649554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28324 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -3649553.500000 Penalty: 3065.933838
	Iteration 131Q: 3 clusters Score -3649554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28334 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -3649558.000000 Penalty: 3065.933838
	Iteration 132Q: 3 clusters Score -3649558 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28346 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -3649566.750000 Penalty: 3065.933838
	Iteration 133Q: 3 clusters Score -3649567 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28356 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -3649567.750000 Penalty: 3065.933838
	Iteration 134Q: 3 clusters Score -3649568 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28372 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -3649571.750000 Penalty: 3065.933838
	Iteration 135Q: 3 clusters Score -3649572 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28384 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -3649577.500000 Penalty: 3065.933838
	Iteration 136Q: 3 clusters Score -3649578 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28398 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -3649580.000000 Penalty: 3065.933838
	Iteration 137Q: 3 clusters Score -3649580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28408 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -3649587.000000 Penalty: 3065.933838
	Iteration 138Q: 3 clusters Score -3649587 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28417 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -3649588.500000 Penalty: 3065.933838
	Iteration 139Q: 3 clusters Score -3649588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28424 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -3649585.000000 Penalty: 3065.933838
	Iteration 140F: 3 clusters Score -3649585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28431 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -3649589.750000 Penalty: 3065.933838
	Iteration 141Q: 3 clusters Score -3649590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28435 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -3649593.250000 Penalty: 3065.933838
	Iteration 142Q: 3 clusters Score -3649593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28438 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -3649595.250000 Penalty: 3065.933838
	Iteration 143Q: 3 clusters Score -3649595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28441 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -3649593.000000 Penalty: 3065.933838
	Iteration 144Q: 3 clusters Score -3649593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28443 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -3649593.250000 Penalty: 3065.933838
	Iteration 145Q: 3 clusters Score -3649593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28444 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -3649592.250000 Penalty: 3065.933838
	Iteration 146Q: 3 clusters Score -3649592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28446 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -3649592.000000 Penalty: 3065.933838
	Iteration 147Q: 3 clusters Score -3649592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28446 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -3649592.000000 Penalty: 3065.933838
	Iteration 148F: 3 clusters Score -3649592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (31217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31217 members 
Entering Unmasked Estep 
Score: -3959351.750000 Penalty: 1539.889282
	Iteration 0F: 2 clusters Score -3959352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -3938952.500000 Penalty: 3079.778564
	Iteration 0F: 3 clusters Score -3938952 nChanged 14040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -3946445.750000 Penalty: 3079.778564
	Iteration 1F: 3 clusters Score -3946446 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -3946862.750000 Penalty: 3079.778564
	Iteration 2Q: 3 clusters Score -3946863 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -3947297.500000 Penalty: 3079.778564
	Iteration 3Q: 3 clusters Score -3947298 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -3947737.750000 Penalty: 3079.778564
	Iteration 4Q: 3 clusters Score -3947738 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -3948324.750000 Penalty: 3079.778564
	Iteration 5Q: 3 clusters Score -3948325 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -3949137.500000 Penalty: 3079.778564
	Iteration 6F: 3 clusters Score -3949138 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -3950243.750000 Penalty: 3079.778564
	Iteration 7F: 3 clusters Score -3950244 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -3951635.000000 Penalty: 3079.778564
	Iteration 8F: 3 clusters Score -3951635 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 24985 members 
Entering Unmasked Estep 
Score: -3953177.000000 Penalty: 3079.778564
	Iteration 9F: 3 clusters Score -3953177 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 26735 members 
Entering Unmasked Estep 
Score: -3954589.750000 Penalty: 3079.778564
	Iteration 10F: 3 clusters Score -3954590 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 28142 members 
Entering Unmasked Estep 
Score: -3955740.500000 Penalty: 3079.778564
	Iteration 11Q: 3 clusters Score -3955740 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 29190 members 
Entering Unmasked Estep 
Score: -3956590.500000 Penalty: 3079.778564
	Iteration 12Q: 3 clusters Score -3956590 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 29883 members 
Entering Unmasked Estep 
Score: -3957163.000000 Penalty: 3079.778564
	Iteration 13Q: 3 clusters Score -3957163 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 30306 members 
Entering Unmasked Estep 
Score: -3957531.500000 Penalty: 3079.778564
	Iteration 14Q: 3 clusters Score -3957532 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 30558 members 
Entering Unmasked Estep 
Score: -3957753.500000 Penalty: 3079.778564
	Iteration 15Q: 3 clusters Score -3957754 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 30689 members 
Entering Unmasked Estep 
Score: -3957892.500000 Penalty: 3079.778564
	Iteration 16Q: 3 clusters Score -3957892 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 30755 members 
Entering Unmasked Estep 
Score: -3957961.500000 Penalty: 3079.778564
	Iteration 17Q: 3 clusters Score -3957962 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 30785 members 
Entering Unmasked Estep 
Score: -3958004.250000 Penalty: 3079.778564
	Iteration 18Q: 3 clusters Score -3958004 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 30812 members 
Entering Unmasked Estep 
Score: -3958045.500000 Penalty: 3079.778564
	Iteration 19Q: 3 clusters Score -3958046 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 30832 members 
Entering Unmasked Estep 
Score: -3958067.500000 Penalty: 3079.778564
	Iteration 20F: 3 clusters Score -3958068 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 30841 members 
Entering Unmasked Estep 
Score: -3958074.000000 Penalty: 3079.778564
	Iteration 21Q: 3 clusters Score -3958074 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 30855 members 
Entering Unmasked Estep 
Score: -3958084.250000 Penalty: 3079.778564
	Iteration 22Q: 3 clusters Score -3958084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 30866 members 
Entering Unmasked Estep 
Score: -3958094.750000 Penalty: 3079.778564
	Iteration 23Q: 3 clusters Score -3958095 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 30873 members 
Entering Unmasked Estep 
Score: -3958105.250000 Penalty: 3079.778564
	Iteration 24Q: 3 clusters Score -3958105 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 30880 members 
Entering Unmasked Estep 
Score: -3958110.750000 Penalty: 3079.778564
	Iteration 25Q: 3 clusters Score -3958111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 30884 members 
Entering Unmasked Estep 
Score: -3958116.000000 Penalty: 3079.778564
	Iteration 26Q: 3 clusters Score -3958116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 30888 members 
Entering Unmasked Estep 
Score: -3958126.000000 Penalty: 3079.778564
	Iteration 27Q: 3 clusters Score -3958126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 30890 members 
Entering Unmasked Estep 
Score: -3958124.500000 Penalty: 3079.778564
	Iteration 28Q: 3 clusters Score -3958124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 30891 members 
Entering Unmasked Estep 
Score: -3958128.500000 Penalty: 3079.778564
	Iteration 29Q: 3 clusters Score -3958128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 30891 members 
Entering Unmasked Estep 
Score: -3958133.750000 Penalty: 3079.778564
	Iteration 30Q: 3 clusters Score -3958134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 30891 members 
Entering Unmasked Estep 
Score: -3958133.750000 Penalty: 3079.778564
	Iteration 31F: 3 clusters Score -3958134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Entering Unmasked Estep 
Score: -649350.812500 Penalty: 1282.699341
	Iteration 0F: 2 clusters Score -649350.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -645416.687500 Penalty: 2565.398682
	Iteration 0F: 3 clusters Score -645416.7 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -646565.062500 Penalty: 2565.398682
	Iteration 1F: 3 clusters Score -646565.1 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -646781.687500 Penalty: 2565.398682
	Iteration 2F: 3 clusters Score -646781.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -646896.937500 Penalty: 2565.398682
	Iteration 3Q: 3 clusters Score -646896.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -646975.750000 Penalty: 2565.398682
	Iteration 4Q: 3 clusters Score -646975.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -647042.437500 Penalty: 2565.398682
	Iteration 5Q: 3 clusters Score -647042.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -647105.250000 Penalty: 2565.398682
	Iteration 6Q: 3 clusters Score -647105.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -647176.187500 Penalty: 2565.398682
	Iteration 7Q: 3 clusters Score -647176.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -647239.750000 Penalty: 2565.398682
	Iteration 8Q: 3 clusters Score -647239.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -647323.062500 Penalty: 2565.398682
	Iteration 9Q: 3 clusters Score -647323.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -647418.000000 Penalty: 2565.398682
	Iteration 10Q: 3 clusters Score -647418 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -647533.250000 Penalty: 2565.398682
	Iteration 11Q: 3 clusters Score -647533.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -647644.875000 Penalty: 2565.398682
	Iteration 12Q: 3 clusters Score -647644.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -647782.062500 Penalty: 2565.398682
	Iteration 13Q: 3 clusters Score -647782.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -647911.750000 Penalty: 2565.398682
	Iteration 14Q: 3 clusters Score -647911.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -648030.250000 Penalty: 2565.398682
	Iteration 15Q: 3 clusters Score -648030.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -648140.375000 Penalty: 2565.398682
	Iteration 16Q: 3 clusters Score -648140.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -648248.062500 Penalty: 2565.398682
	Iteration 17Q: 3 clusters Score -648248.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -648337.062500 Penalty: 2565.398682
	Iteration 18Q: 3 clusters Score -648337.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -648408.812500 Penalty: 2565.398682
	Iteration 19Q: 3 clusters Score -648408.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -648466.937500 Penalty: 2565.398682
	Iteration 20F: 3 clusters Score -648466.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -648523.812500 Penalty: 2565.398682
	Iteration 21Q: 3 clusters Score -648523.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -648564.375000 Penalty: 2565.398682
	Iteration 22Q: 3 clusters Score -648564.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -648592.437500 Penalty: 2565.398682
	Iteration 23Q: 3 clusters Score -648592.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -648611.000000 Penalty: 2565.398682
	Iteration 24Q: 3 clusters Score -648611 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -648623.812500 Penalty: 2565.398682
	Iteration 25Q: 3 clusters Score -648623.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -648637.812500 Penalty: 2565.398682
	Iteration 26Q: 3 clusters Score -648637.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -648655.375000 Penalty: 2565.398682
	Iteration 27Q: 3 clusters Score -648655.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -648668.062500 Penalty: 2565.398682
	Iteration 28Q: 3 clusters Score -648668.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -648678.375000 Penalty: 2565.398682
	Iteration 29Q: 3 clusters Score -648678.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -648683.562500 Penalty: 2565.398682
	Iteration 30Q: 3 clusters Score -648683.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -648690.375000 Penalty: 2565.398682
	Iteration 31Q: 3 clusters Score -648690.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -648696.562500 Penalty: 2565.398682
	Iteration 32Q: 3 clusters Score -648696.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -648701.812500 Penalty: 2565.398682
	Iteration 33Q: 3 clusters Score -648701.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -648706.562500 Penalty: 2565.398682
	Iteration 34Q: 3 clusters Score -648706.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -648709.562500 Penalty: 2565.398682
	Iteration 35Q: 3 clusters Score -648709.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -648711.187500 Penalty: 2565.398682
	Iteration 36Q: 3 clusters Score -648711.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -648710.875000 Penalty: 2565.398682
	Iteration 37Q: 3 clusters Score -648710.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -648711.625000 Penalty: 2565.398682
	Iteration 38Q: 3 clusters Score -648711.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -648713.750000 Penalty: 2565.398682
	Iteration 39Q: 3 clusters Score -648713.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -648714.187500 Penalty: 2565.398682
	Iteration 40F: 3 clusters Score -648714.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -648713.250000 Penalty: 2565.398682
	Iteration 41Q: 3 clusters Score -648713.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -648713.250000 Penalty: 2565.398682
	Iteration 42F: 3 clusters Score -648713.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (45018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45018 members 
Entering Unmasked Estep 
Score: -5743917.500000 Penalty: 1594.364990
	Iteration 0F: 2 clusters Score -5743918 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 22542 members 
Entering Unmasked Estep 
Score: -5715045.500000 Penalty: 3188.729980
	Iteration 0F: 3 clusters Score -5715046 nChanged 20629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22885 members 
Mstep: Class 2 contains 22133 members 
Entering Unmasked Estep 
Score: -5726353.000000 Penalty: 3188.729980
	Iteration 1F: 3 clusters Score -5726353 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 21812 members 
Entering Unmasked Estep 
Score: -5726867.000000 Penalty: 3188.729980
	Iteration 2Q: 3 clusters Score -5726867 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23618 members 
Mstep: Class 2 contains 21400 members 
Entering Unmasked Estep 
Score: -5727422.500000 Penalty: 3188.729980
	Iteration 3Q: 3 clusters Score -5727422 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24164 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
Score: -5728083.000000 Penalty: 3188.729980
	Iteration 4Q: 3 clusters Score -5728083 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24782 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
Score: -5728715.500000 Penalty: 3188.729980
	Iteration 5Q: 3 clusters Score -5728716 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25521 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -5729498.000000 Penalty: 3188.729980
	Iteration 6Q: 3 clusters Score -5729498 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26394 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -5730310.500000 Penalty: 3188.729980
	Iteration 7Q: 3 clusters Score -5730310 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27360 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -5731131.000000 Penalty: 3188.729980
	Iteration 8Q: 3 clusters Score -5731131 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28499 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -5732012.000000 Penalty: 3188.729980
	Iteration 9Q: 3 clusters Score -5732012 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29746 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -5732848.000000 Penalty: 3188.729980
	Iteration 10Q: 3 clusters Score -5732848 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31109 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -5733619.500000 Penalty: 3188.729980
	Iteration 11Q: 3 clusters Score -5733620 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32573 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -5734398.500000 Penalty: 3188.729980
	Iteration 12Q: 3 clusters Score -5734398 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34189 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -5735201.500000 Penalty: 3188.729980
	Iteration 13Q: 3 clusters Score -5735202 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35901 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -5736132.500000 Penalty: 3188.729980
	Iteration 14Q: 3 clusters Score -5736132 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37707 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -5737296.500000 Penalty: 3188.729980
	Iteration 15Q: 3 clusters Score -5737296 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39525 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -5738472.000000 Penalty: 3188.729980
	Iteration 16Q: 3 clusters Score -5738472 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41222 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -5739729.000000 Penalty: 3188.729980
	Iteration 17Q: 3 clusters Score -5739729 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42588 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -5740821.000000 Penalty: 3188.729980
	Iteration 18Q: 3 clusters Score -5740821 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43548 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -5741549.000000 Penalty: 3188.729980
	Iteration 19Q: 3 clusters Score -5741549 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44077 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -5742015.500000 Penalty: 3188.729980
	Iteration 20F: 3 clusters Score -5742016 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44340 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -5742252.500000 Penalty: 3188.729980
	Iteration 21Q: 3 clusters Score -5742252 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44485 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -5742385.500000 Penalty: 3188.729980
	Iteration 22Q: 3 clusters Score -5742386 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44551 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -5742464.500000 Penalty: 3188.729980
	Iteration 23Q: 3 clusters Score -5742464 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44609 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -5742541.500000 Penalty: 3188.729980
	Iteration 24Q: 3 clusters Score -5742542 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44632 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -5742592.500000 Penalty: 3188.729980
	Iteration 25Q: 3 clusters Score -5742592 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44652 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -5742623.500000 Penalty: 3188.729980
	Iteration 26Q: 3 clusters Score -5742624 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44669 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -5742642.000000 Penalty: 3188.729980
	Iteration 27Q: 3 clusters Score -5742642 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44676 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -5742656.000000 Penalty: 3188.729980
	Iteration 28Q: 3 clusters Score -5742656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44685 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -5742656.000000 Penalty: 3188.729980
	Iteration 29Q: 3 clusters Score -5742656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44687 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -5742657.000000 Penalty: 3188.729980
	Iteration 30Q: 3 clusters Score -5742657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44688 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -5742659.500000 Penalty: 3188.729980
	Iteration 31Q: 3 clusters Score -5742660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44688 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -5742659.500000 Penalty: 3188.729980
	Iteration 32F: 3 clusters Score -5742660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (21719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21719 members 
Entering Unmasked Estep 
Score: -2759887.750000 Penalty: 1485.908325
	Iteration 0F: 2 clusters Score -2759888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -2745632.750000 Penalty: 2971.816650
	Iteration 0F: 3 clusters Score -2745633 nChanged 9596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -2750809.250000 Penalty: 2971.816650
	Iteration 1F: 3 clusters Score -2750809 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -2751255.250000 Penalty: 2971.816650
	Iteration 2F: 3 clusters Score -2751255 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -2751621.250000 Penalty: 2971.816650
	Iteration 3Q: 3 clusters Score -2751621 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -2751975.250000 Penalty: 2971.816650
	Iteration 4Q: 3 clusters Score -2751975 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -2752334.500000 Penalty: 2971.816650
	Iteration 5Q: 3 clusters Score -2752334 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -2752746.750000 Penalty: 2971.816650
	Iteration 6Q: 3 clusters Score -2752747 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -2753349.500000 Penalty: 2971.816650
	Iteration 7Q: 3 clusters Score -2753350 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -2754205.750000 Penalty: 2971.816650
	Iteration 8F: 3 clusters Score -2754206 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -2755351.500000 Penalty: 2971.816650
	Iteration 9F: 3 clusters Score -2755352 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 19219 members 
Entering Unmasked Estep 
Score: -2756545.250000 Penalty: 2971.816650
	Iteration 10F: 3 clusters Score -2756545 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 20231 members 
Entering Unmasked Estep 
Score: -2757476.000000 Penalty: 2971.816650
	Iteration 11Q: 3 clusters Score -2757476 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -2758059.500000 Penalty: 2971.816650
	Iteration 12Q: 3 clusters Score -2758060 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -2758346.500000 Penalty: 2971.816650
	Iteration 13Q: 3 clusters Score -2758346 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -2758494.250000 Penalty: 2971.816650
	Iteration 14Q: 3 clusters Score -2758494 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 21364 members 
Entering Unmasked Estep 
Score: -2758587.500000 Penalty: 2971.816650
	Iteration 15Q: 3 clusters Score -2758588 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -2758640.750000 Penalty: 2971.816650
	Iteration 16Q: 3 clusters Score -2758641 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 21415 members 
Entering Unmasked Estep 
Score: -2758668.750000 Penalty: 2971.816650
	Iteration 17Q: 3 clusters Score -2758669 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 21422 members 
Entering Unmasked Estep 
Score: -2758689.000000 Penalty: 2971.816650
	Iteration 18Q: 3 clusters Score -2758689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 21426 members 
Entering Unmasked Estep 
Score: -2758693.500000 Penalty: 2971.816650
	Iteration 19Q: 3 clusters Score -2758694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 21433 members 
Entering Unmasked Estep 
Score: -2758700.500000 Penalty: 2971.816650
	Iteration 20F: 3 clusters Score -2758700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -2758703.000000 Penalty: 2971.816650
	Iteration 21Q: 3 clusters Score -2758703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
Score: -2758712.000000 Penalty: 2971.816650
	Iteration 22Q: 3 clusters Score -2758712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 21442 members 
Entering Unmasked Estep 
Score: -2758712.000000 Penalty: 2971.816650
	Iteration 23Q: 3 clusters Score -2758712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 21444 members 
Entering Unmasked Estep 
Score: -2758712.750000 Penalty: 2971.816650
	Iteration 24Q: 3 clusters Score -2758713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 21445 members 
Entering Unmasked Estep 
Score: -2758716.750000 Penalty: 2971.816650
	Iteration 25Q: 3 clusters Score -2758717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
Score: -2758718.750000 Penalty: 2971.816650
	Iteration 26Q: 3 clusters Score -2758719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 21447 members 
Entering Unmasked Estep 
Score: -2758716.750000 Penalty: 2971.816650
	Iteration 27Q: 3 clusters Score -2758717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 21447 members 
Entering Unmasked Estep 
Score: -2758716.750000 Penalty: 2971.816650
	Iteration 28F: 3 clusters Score -2758717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Entering Unmasked Estep 
Score: -19590.000000 Penalty: 842.130920
	Iteration 0F: 2 clusters Score -19590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -19000.371094 Penalty: 1684.261841
	Iteration 0F: 3 clusters Score -19000.37 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -19242.037109 Penalty: 1684.261841
	Iteration 1F: 3 clusters Score -19242.04 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -19393.441406 Penalty: 1684.261841
	Iteration 2F: 3 clusters Score -19393.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -19462.693359 Penalty: 1684.261841
	Iteration 3Q: 3 clusters Score -19462.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -19501.144531 Penalty: 1684.261841
	Iteration 4Q: 3 clusters Score -19501.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -19517.562500 Penalty: 1684.261841
	Iteration 5Q: 3 clusters Score -19517.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -19531.513672 Penalty: 1684.261841
	Iteration 6Q: 3 clusters Score -19531.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -19541.177734 Penalty: 1684.261841
	Iteration 7Q: 3 clusters Score -19541.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -19548.355469 Penalty: 1684.261841
	Iteration 8Q: 3 clusters Score -19548.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -19585.162109 Penalty: 1684.261841
	Iteration 9Q: 3 clusters Score -19585.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -19623.589844 Penalty: 1684.261841
	Iteration 10Q: 3 clusters Score -19623.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -19633.537109 Penalty: 1684.261841
	Iteration 11Q: 3 clusters Score -19633.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -19643.312500 Penalty: 1684.261841
	Iteration 12Q: 3 clusters Score -19643.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -19644.253906 Penalty: 1684.261841
	Iteration 13F: 3 clusters Score -19644.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -19650.275391 Penalty: 1684.261841
	Iteration 14Q: 3 clusters Score -19650.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -19650.275391 Penalty: 1684.261841
	Iteration 15F: 3 clusters Score -19650.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 43083 members 
Mstep: Class 2 contains 11859 members 
Mstep: Class 3 contains 54444 members 
Mstep: Class 4 contains 29798 members 
Mstep: Class 5 contains 31217 members 
Mstep: Class 6 contains 5543 members 
Mstep: Class 7 contains 45018 members 
Mstep: Class 8 contains 21719 members 
Mstep: Class 9 contains 144 members 
Mstep: Class 10 contains 6339 members 
Mstep: Class 11 contains 36045 members 
Mstep: Class 12 contains 2156 members 
Mstep: Class 13 contains 5671 members 
Mstep: Class 14 contains 67639 members 
Mstep: Class 15 contains 10413 members 
Mstep: Class 16 contains 11882 members 
Mstep: Class 17 contains 3906 members 
Mstep: Class 18 contains 25668 members 
Mstep: Class 19 contains 10295 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5662 members 
Mstep: Class 22 contains 15355 members 
Mstep: Class 23 contains 19383 members 
Mstep: Class 24 contains 3666 members 
Mstep: Class 25 contains 14803 members 
Mstep: Class 26 contains 5489 members 
Mstep: Class 27 contains 14076 members 
Mstep: Class 28 contains 11954 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16094 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1628 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6903 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 11927 members 
Mstep: Class 38 contains 9432 members 
Mstep: Class 39 contains 49873 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22312 members 
Mstep: Class 45 contains 32505 members 
Mstep: Class 46 contains 143 members 
Entering Unmasked Estep 
Score: -81027016.000000 Penalty: 91791.593750
Splitting cluster 9 changes total score from -81027584.000000 to -81027016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (6339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Entering Unmasked Estep 
Score: -761423.687500 Penalty: 1302.666138
	Iteration 0F: 2 clusters Score -761423.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -756914.375000 Penalty: 2605.332275
	Iteration 0F: 3 clusters Score -756914.4 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -758343.312500 Penalty: 2605.332275
	Iteration 1F: 3 clusters Score -758343.3 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -758566.000000 Penalty: 2605.332275
	Iteration 2F: 3 clusters Score -758566 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -758694.250000 Penalty: 2605.332275
	Iteration 3Q: 3 clusters Score -758694.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -758792.812500 Penalty: 2605.332275
	Iteration 4Q: 3 clusters Score -758792.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -758851.812500 Penalty: 2605.332275
	Iteration 5Q: 3 clusters Score -758851.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -758911.000000 Penalty: 2605.332275
	Iteration 6Q: 3 clusters Score -758911 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -758957.937500 Penalty: 2605.332275
	Iteration 7Q: 3 clusters Score -758957.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -759002.250000 Penalty: 2605.332275
	Iteration 8Q: 3 clusters Score -759002.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -759049.437500 Penalty: 2605.332275
	Iteration 9Q: 3 clusters Score -759049.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -759093.125000 Penalty: 2605.332275
	Iteration 10Q: 3 clusters Score -759093.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -759140.875000 Penalty: 2605.332275
	Iteration 11Q: 3 clusters Score -759140.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -759184.937500 Penalty: 2605.332275
	Iteration 12Q: 3 clusters Score -759184.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -759223.250000 Penalty: 2605.332275
	Iteration 13Q: 3 clusters Score -759223.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -759254.875000 Penalty: 2605.332275
	Iteration 14Q: 3 clusters Score -759254.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -759287.187500 Penalty: 2605.332275
	Iteration 15Q: 3 clusters Score -759287.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -759316.000000 Penalty: 2605.332275
	Iteration 16Q: 3 clusters Score -759316 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -759349.125000 Penalty: 2605.332275
	Iteration 17Q: 3 clusters Score -759349.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -759381.187500 Penalty: 2605.332275
	Iteration 18Q: 3 clusters Score -759381.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -759405.000000 Penalty: 2605.332275
	Iteration 19Q: 3 clusters Score -759405 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -759431.125000 Penalty: 2605.332275
	Iteration 20F: 3 clusters Score -759431.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -759465.625000 Penalty: 2605.332275
	Iteration 21Q: 3 clusters Score -759465.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -759506.687500 Penalty: 2605.332275
	Iteration 22Q: 3 clusters Score -759506.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -759547.250000 Penalty: 2605.332275
	Iteration 23Q: 3 clusters Score -759547.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -759586.125000 Penalty: 2605.332275
	Iteration 24Q: 3 clusters Score -759586.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -759621.687500 Penalty: 2605.332275
	Iteration 25Q: 3 clusters Score -759621.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -759670.687500 Penalty: 2605.332275
	Iteration 26Q: 3 clusters Score -759670.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -759720.187500 Penalty: 2605.332275
	Iteration 27Q: 3 clusters Score -759720.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -759766.562500 Penalty: 2605.332275
	Iteration 28Q: 3 clusters Score -759766.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -759805.500000 Penalty: 2605.332275
	Iteration 29Q: 3 clusters Score -759805.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -759855.125000 Penalty: 2605.332275
	Iteration 30Q: 3 clusters Score -759855.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -759907.750000 Penalty: 2605.332275
	Iteration 31Q: 3 clusters Score -759907.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -759952.125000 Penalty: 2605.332275
	Iteration 32Q: 3 clusters Score -759952.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -759985.687500 Penalty: 2605.332275
	Iteration 33Q: 3 clusters Score -759985.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -760016.125000 Penalty: 2605.332275
	Iteration 34Q: 3 clusters Score -760016.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -760045.687500 Penalty: 2605.332275
	Iteration 35Q: 3 clusters Score -760045.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -760063.187500 Penalty: 2605.332275
	Iteration 36Q: 3 clusters Score -760063.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -760078.125000 Penalty: 2605.332275
	Iteration 37Q: 3 clusters Score -760078.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -760092.687500 Penalty: 2605.332275
	Iteration 38Q: 3 clusters Score -760092.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -760102.500000 Penalty: 2605.332275
	Iteration 39Q: 3 clusters Score -760102.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -760113.812500 Penalty: 2605.332275
	Iteration 40F: 3 clusters Score -760113.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -760124.375000 Penalty: 2605.332275
	Iteration 41Q: 3 clusters Score -760124.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -760134.000000 Penalty: 2605.332275
	Iteration 42Q: 3 clusters Score -760134 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -760139.875000 Penalty: 2605.332275
	Iteration 43Q: 3 clusters Score -760139.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -760152.687500 Penalty: 2605.332275
	Iteration 44Q: 3 clusters Score -760152.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -760165.000000 Penalty: 2605.332275
	Iteration 45Q: 3 clusters Score -760165 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -760174.687500 Penalty: 2605.332275
	Iteration 46Q: 3 clusters Score -760174.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -760189.750000 Penalty: 2605.332275
	Iteration 47Q: 3 clusters Score -760189.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -760197.812500 Penalty: 2605.332275
	Iteration 48Q: 3 clusters Score -760197.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -760206.562500 Penalty: 2605.332275
	Iteration 49Q: 3 clusters Score -760206.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -760214.125000 Penalty: 2605.332275
	Iteration 50Q: 3 clusters Score -760214.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -760223.437500 Penalty: 2605.332275
	Iteration 51Q: 3 clusters Score -760223.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -760236.562500 Penalty: 2605.332275
	Iteration 52Q: 3 clusters Score -760236.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -760250.812500 Penalty: 2605.332275
	Iteration 53Q: 3 clusters Score -760250.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -760260.750000 Penalty: 2605.332275
	Iteration 54Q: 3 clusters Score -760260.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -760274.125000 Penalty: 2605.332275
	Iteration 55Q: 3 clusters Score -760274.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -760277.312500 Penalty: 2605.332275
	Iteration 56Q: 3 clusters Score -760277.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -760281.312500 Penalty: 2605.332275
	Iteration 57Q: 3 clusters Score -760281.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -760285.125000 Penalty: 2605.332275
	Iteration 58Q: 3 clusters Score -760285.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -760290.125000 Penalty: 2605.332275
	Iteration 59Q: 3 clusters Score -760290.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -760294.812500 Penalty: 2605.332275
	Iteration 60F: 3 clusters Score -760294.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -760301.312500 Penalty: 2605.332275
	Iteration 61Q: 3 clusters Score -760301.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -760308.875000 Penalty: 2605.332275
	Iteration 62Q: 3 clusters Score -760308.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -760318.562500 Penalty: 2605.332275
	Iteration 63Q: 3 clusters Score -760318.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -760325.687500 Penalty: 2605.332275
	Iteration 64Q: 3 clusters Score -760325.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -760335.375000 Penalty: 2605.332275
	Iteration 65Q: 3 clusters Score -760335.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -760343.437500 Penalty: 2605.332275
	Iteration 66Q: 3 clusters Score -760343.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -760352.375000 Penalty: 2605.332275
	Iteration 67Q: 3 clusters Score -760352.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -760361.125000 Penalty: 2605.332275
	Iteration 68Q: 3 clusters Score -760361.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -760367.937500 Penalty: 2605.332275
	Iteration 69Q: 3 clusters Score -760367.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -760375.812500 Penalty: 2605.332275
	Iteration 70Q: 3 clusters Score -760375.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -760381.375000 Penalty: 2605.332275
	Iteration 71Q: 3 clusters Score -760381.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -760386.750000 Penalty: 2605.332275
	Iteration 72Q: 3 clusters Score -760386.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -760392.062500 Penalty: 2605.332275
	Iteration 73Q: 3 clusters Score -760392.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -760393.750000 Penalty: 2605.332275
	Iteration 74Q: 3 clusters Score -760393.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -760396.062500 Penalty: 2605.332275
	Iteration 75Q: 3 clusters Score -760396.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -760399.250000 Penalty: 2605.332275
	Iteration 76Q: 3 clusters Score -760399.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -760399.625000 Penalty: 2605.332275
	Iteration 77Q: 3 clusters Score -760399.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -760401.062500 Penalty: 2605.332275
	Iteration 78Q: 3 clusters Score -760401.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -760402.687500 Penalty: 2605.332275
	Iteration 79Q: 3 clusters Score -760402.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -760402.750000 Penalty: 2605.332275
	Iteration 80F: 3 clusters Score -760402.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -760403.625000 Penalty: 2605.332275
	Iteration 81Q: 3 clusters Score -760403.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -760403.562500 Penalty: 2605.332275
	Iteration 82Q: 3 clusters Score -760403.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -760403.562500 Penalty: 2605.332275
	Iteration 83F: 3 clusters Score -760403.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (36045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36045 members 
Entering Unmasked Estep 
Score: -4445379.500000 Penalty: 1561.287476
	Iteration 0F: 2 clusters Score -4445380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -4421900.000000 Penalty: 3122.574951
	Iteration 0F: 3 clusters Score -4421900 nChanged 16376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -4430990.000000 Penalty: 3122.574951
	Iteration 1F: 3 clusters Score -4430990 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -4431603.000000 Penalty: 3122.574951
	Iteration 2Q: 3 clusters Score -4431603 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -4432342.000000 Penalty: 3122.574951
	Iteration 3Q: 3 clusters Score -4432342 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 22167 members 
Entering Unmasked Estep 
Score: -4433189.000000 Penalty: 3122.574951
	Iteration 4Q: 3 clusters Score -4433189 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 23797 members 
Entering Unmasked Estep 
Score: -4434295.000000 Penalty: 3122.574951
	Iteration 5F: 3 clusters Score -4434295 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 25744 members 
Entering Unmasked Estep 
Score: -4435714.500000 Penalty: 3122.574951
	Iteration 6F: 3 clusters Score -4435714 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 27951 members 
Entering Unmasked Estep 
Score: -4437487.000000 Penalty: 3122.574951
	Iteration 7F: 3 clusters Score -4437487 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 30144 members 
Entering Unmasked Estep 
Score: -4439322.000000 Penalty: 3122.574951
	Iteration 8F: 3 clusters Score -4439322 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 32006 members 
Entering Unmasked Estep 
Score: -4440891.500000 Penalty: 3122.574951
	Iteration 9F: 3 clusters Score -4440892 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 33450 members 
Entering Unmasked Estep 
Score: -4442166.500000 Penalty: 3122.574951
	Iteration 10Q: 3 clusters Score -4442166 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 34440 members 
Entering Unmasked Estep 
Score: -4443070.500000 Penalty: 3122.574951
	Iteration 11Q: 3 clusters Score -4443070 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 34986 members 
Entering Unmasked Estep 
Score: -4443575.500000 Penalty: 3122.574951
	Iteration 12Q: 3 clusters Score -4443576 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 35263 members 
Entering Unmasked Estep 
Score: -4443821.000000 Penalty: 3122.574951
	Iteration 13Q: 3 clusters Score -4443821 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 35412 members 
Entering Unmasked Estep 
Score: -4443958.500000 Penalty: 3122.574951
	Iteration 14Q: 3 clusters Score -4443958 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 35502 members 
Entering Unmasked Estep 
Score: -4444047.500000 Penalty: 3122.574951
	Iteration 15Q: 3 clusters Score -4444048 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 35549 members 
Entering Unmasked Estep 
Score: -4444080.500000 Penalty: 3122.574951
	Iteration 16Q: 3 clusters Score -4444080 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 35575 members 
Entering Unmasked Estep 
Score: -4444112.500000 Penalty: 3122.574951
	Iteration 17Q: 3 clusters Score -4444112 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 35599 members 
Entering Unmasked Estep 
Score: -4444139.500000 Penalty: 3122.574951
	Iteration 18Q: 3 clusters Score -4444140 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 35614 members 
Entering Unmasked Estep 
Score: -4444151.000000 Penalty: 3122.574951
	Iteration 19Q: 3 clusters Score -4444151 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 35618 members 
Entering Unmasked Estep 
Score: -4444148.500000 Penalty: 3122.574951
	Iteration 20F: 3 clusters Score -4444148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 35626 members 
Entering Unmasked Estep 
Score: -4444168.500000 Penalty: 3122.574951
	Iteration 21Q: 3 clusters Score -4444168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 35631 members 
Entering Unmasked Estep 
Score: -4444174.500000 Penalty: 3122.574951
	Iteration 22Q: 3 clusters Score -4444174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 35638 members 
Entering Unmasked Estep 
Score: -4444187.000000 Penalty: 3122.574951
	Iteration 23Q: 3 clusters Score -4444187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 35642 members 
Entering Unmasked Estep 
Score: -4444191.500000 Penalty: 3122.574951
	Iteration 24Q: 3 clusters Score -4444192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 35644 members 
Entering Unmasked Estep 
Score: -4444199.500000 Penalty: 3122.574951
	Iteration 25Q: 3 clusters Score -4444200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 35645 members 
Entering Unmasked Estep 
Score: -4444200.500000 Penalty: 3122.574951
	Iteration 26Q: 3 clusters Score -4444200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 35646 members 
Entering Unmasked Estep 
Score: -4444204.500000 Penalty: 3122.574951
	Iteration 27Q: 3 clusters Score -4444204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 35648 members 
Entering Unmasked Estep 
Score: -4444208.500000 Penalty: 3122.574951
	Iteration 28Q: 3 clusters Score -4444208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 35648 members 
Entering Unmasked Estep 
Score: -4444208.500000 Penalty: 3122.574951
	Iteration 29F: 3 clusters Score -4444208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -232152.875000 Penalty: 1142.190308
	Iteration 0F: 2 clusters Score -232152.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -230226.671875 Penalty: 2284.380615
	Iteration 0F: 3 clusters Score -230226.7 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -230794.156250 Penalty: 2284.380615
	Iteration 1F: 3 clusters Score -230794.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -230957.437500 Penalty: 2284.380615
	Iteration 2F: 3 clusters Score -230957.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -231038.046875 Penalty: 2284.380615
	Iteration 3Q: 3 clusters Score -231038 nChanged 65
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: -231090.656250 Penalty: 2284.380615
	Iteration 4Q: 3 clusters Score -231090.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -231132.031250 Penalty: 2284.380615
	Iteration 5Q: 3 clusters Score -231132 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -231170.484375 Penalty: 2284.380615
	Iteration 6Q: 3 clusters Score -231170.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -231190.828125 Penalty: 2284.380615
	Iteration 7Q: 3 clusters Score -231190.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -231222.437500 Penalty: 2284.380615
	Iteration 8Q: 3 clusters Score -231222.4 nChanged 27
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: -231244.875000 Penalty: 2284.380615
	Iteration 9Q: 3 clusters Score -231244.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -231253.593750 Penalty: 2284.380615
	Iteration 10Q: 3 clusters Score -231253.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -231259.890625 Penalty: 2284.380615
	Iteration 11Q: 3 clusters Score -231259.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -231265.078125 Penalty: 2284.380615
	Iteration 12Q: 3 clusters Score -231265.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -231272.312500 Penalty: 2284.380615
	Iteration 13Q: 3 clusters Score -231272.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -231278.343750 Penalty: 2284.380615
	Iteration 14Q: 3 clusters Score -231278.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -231283.187500 Penalty: 2284.380615
	Iteration 15Q: 3 clusters Score -231283.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -231286.468750 Penalty: 2284.380615
	Iteration 16Q: 3 clusters Score -231286.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -231293.125000 Penalty: 2284.380615
	Iteration 17Q: 3 clusters Score -231293.1 nChanged 8
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: -231298.062500 Penalty: 2284.380615
	Iteration 18Q: 3 clusters Score -231298.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -231301.015625 Penalty: 2284.380615
	Iteration 19Q: 3 clusters Score -231301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -231303.968750 Penalty: 2284.380615
	Iteration 20F: 3 clusters Score -231304 nChanged 5
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: -231306.046875 Penalty: 2284.380615
	Iteration 21Q: 3 clusters Score -231306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -231307.546875 Penalty: 2284.380615
	Iteration 22Q: 3 clusters Score -231307.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -231308.687500 Penalty: 2284.380615
	Iteration 23Q: 3 clusters Score -231308.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -231308.671875 Penalty: 2284.380615
	Iteration 24Q: 3 clusters Score -231308.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -231308.671875 Penalty: 2284.380615
	Iteration 25F: 3 clusters Score -231308.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Entering Unmasked Estep 
Score: -718303.187500 Penalty: 1286.096436
	Iteration 0F: 2 clusters Score -718303.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -714171.875000 Penalty: 2572.192871
	Iteration 0F: 3 clusters Score -714171.9 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -715345.312500 Penalty: 2572.192871
	Iteration 1F: 3 clusters Score -715345.3 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -715518.937500 Penalty: 2572.192871
	Iteration 2F: 3 clusters Score -715518.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -715642.875000 Penalty: 2572.192871
	Iteration 3Q: 3 clusters Score -715642.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -715727.500000 Penalty: 2572.192871
	Iteration 4Q: 3 clusters Score -715727.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -715793.625000 Penalty: 2572.192871
	Iteration 5Q: 3 clusters Score -715793.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -715837.375000 Penalty: 2572.192871
	Iteration 6Q: 3 clusters Score -715837.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -715872.125000 Penalty: 2572.192871
	Iteration 7Q: 3 clusters Score -715872.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -715905.750000 Penalty: 2572.192871
	Iteration 8Q: 3 clusters Score -715905.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -715934.562500 Penalty: 2572.192871
	Iteration 9Q: 3 clusters Score -715934.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -715958.187500 Penalty: 2572.192871
	Iteration 10Q: 3 clusters Score -715958.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -715977.750000 Penalty: 2572.192871
	Iteration 11Q: 3 clusters Score -715977.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -716000.375000 Penalty: 2572.192871
	Iteration 12Q: 3 clusters Score -716000.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -716012.125000 Penalty: 2572.192871
	Iteration 13Q: 3 clusters Score -716012.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -716018.750000 Penalty: 2572.192871
	Iteration 14Q: 3 clusters Score -716018.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -716028.687500 Penalty: 2572.192871
	Iteration 15Q: 3 clusters Score -716028.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -716038.250000 Penalty: 2572.192871
	Iteration 16Q: 3 clusters Score -716038.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -716047.375000 Penalty: 2572.192871
	Iteration 17Q: 3 clusters Score -716047.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -716053.125000 Penalty: 2572.192871
	Iteration 18Q: 3 clusters Score -716053.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -716058.062500 Penalty: 2572.192871
	Iteration 19Q: 3 clusters Score -716058.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -716062.812500 Penalty: 2572.192871
	Iteration 20F: 3 clusters Score -716062.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -716067.250000 Penalty: 2572.192871
	Iteration 21Q: 3 clusters Score -716067.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -716069.125000 Penalty: 2572.192871
	Iteration 22Q: 3 clusters Score -716069.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -716071.375000 Penalty: 2572.192871
	Iteration 23Q: 3 clusters Score -716071.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -716071.750000 Penalty: 2572.192871
	Iteration 24Q: 3 clusters Score -716071.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -716074.250000 Penalty: 2572.192871
	Iteration 25Q: 3 clusters Score -716074.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -716076.062500 Penalty: 2572.192871
	Iteration 26Q: 3 clusters Score -716076.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -716075.375000 Penalty: 2572.192871
	Iteration 27Q: 3 clusters Score -716075.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -716076.125000 Penalty: 2572.192871
	Iteration 28Q: 3 clusters Score -716076.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -716078.750000 Penalty: 2572.192871
	Iteration 29Q: 3 clusters Score -716078.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -716080.000000 Penalty: 2572.192871
	Iteration 30Q: 3 clusters Score -716080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -716081.812500 Penalty: 2572.192871
	Iteration 31Q: 3 clusters Score -716081.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -716084.312500 Penalty: 2572.192871
	Iteration 32Q: 3 clusters Score -716084.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -716084.687500 Penalty: 2572.192871
	Iteration 33Q: 3 clusters Score -716084.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -716088.187500 Penalty: 2572.192871
	Iteration 34Q: 3 clusters Score -716088.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -716091.687500 Penalty: 2572.192871
	Iteration 35Q: 3 clusters Score -716091.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -716093.062500 Penalty: 2572.192871
	Iteration 36Q: 3 clusters Score -716093.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -716093.375000 Penalty: 2572.192871
	Iteration 37Q: 3 clusters Score -716093.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -716097.375000 Penalty: 2572.192871
	Iteration 38Q: 3 clusters Score -716097.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -716098.312500 Penalty: 2572.192871
	Iteration 39Q: 3 clusters Score -716098.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -716102.250000 Penalty: 2572.192871
	Iteration 40F: 3 clusters Score -716102.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -716104.812500 Penalty: 2572.192871
	Iteration 41Q: 3 clusters Score -716104.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -716108.187500 Penalty: 2572.192871
	Iteration 42Q: 3 clusters Score -716108.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -716114.750000 Penalty: 2572.192871
	Iteration 43Q: 3 clusters Score -716114.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -716116.812500 Penalty: 2572.192871
	Iteration 44Q: 3 clusters Score -716116.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -716121.250000 Penalty: 2572.192871
	Iteration 45Q: 3 clusters Score -716121.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -716121.125000 Penalty: 2572.192871
	Iteration 46Q: 3 clusters Score -716121.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -716124.937500 Penalty: 2572.192871
	Iteration 47Q: 3 clusters Score -716124.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -716127.875000 Penalty: 2572.192871
	Iteration 48Q: 3 clusters Score -716127.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -716131.062500 Penalty: 2572.192871
	Iteration 49Q: 3 clusters Score -716131.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -716131.562500 Penalty: 2572.192871
	Iteration 50Q: 3 clusters Score -716131.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -716132.875000 Penalty: 2572.192871
	Iteration 51Q: 3 clusters Score -716132.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -716134.437500 Penalty: 2572.192871
	Iteration 52Q: 3 clusters Score -716134.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -716135.250000 Penalty: 2572.192871
	Iteration 53Q: 3 clusters Score -716135.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -716135.625000 Penalty: 2572.192871
	Iteration 54Q: 3 clusters Score -716135.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -716138.000000 Penalty: 2572.192871
	Iteration 55Q: 3 clusters Score -716138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -716137.000000 Penalty: 2572.192871
	Iteration 56Q: 3 clusters Score -716137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -716139.000000 Penalty: 2572.192871
	Iteration 57Q: 3 clusters Score -716139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -716139.000000 Penalty: 2572.192871
	Iteration 58F: 3 clusters Score -716139 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (67639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67639 members 
Entering Unmasked Estep 
Score: -8432340.000000 Penalty: 1654.944702
	Iteration 0F: 2 clusters Score -8432340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33690 members 
Mstep: Class 2 contains 33949 members 
Entering Unmasked Estep 
Score: -8390447.000000 Penalty: 3309.889404
	Iteration 0F: 3 clusters Score -8390447 nChanged 31674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32236 members 
Mstep: Class 2 contains 35403 members 
Entering Unmasked Estep 
Score: -8408170.000000 Penalty: 3309.889404
	Iteration 1F: 3 clusters Score -8408170 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31194 members 
Mstep: Class 2 contains 36445 members 
Entering Unmasked Estep 
Score: -8408787.000000 Penalty: 3309.889404
	Iteration 2Q: 3 clusters Score -8408787 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29624 members 
Mstep: Class 2 contains 38015 members 
Entering Unmasked Estep 
Score: -8409555.000000 Penalty: 3309.889404
	Iteration 3Q: 3 clusters Score -8409555 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27450 members 
Mstep: Class 2 contains 40189 members 
Entering Unmasked Estep 
Score: -8410534.000000 Penalty: 3309.889404
	Iteration 4Q: 3 clusters Score -8410534 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24430 members 
Mstep: Class 2 contains 43209 members 
Entering Unmasked Estep 
Score: -8411990.000000 Penalty: 3309.889404
	Iteration 5F: 3 clusters Score -8411990 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 47204 members 
Entering Unmasked Estep 
Score: -8414141.000000 Penalty: 3309.889404
	Iteration 6F: 3 clusters Score -8414141 nChanged 4825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 51901 members 
Entering Unmasked Estep 
Score: -8417190.000000 Penalty: 3309.889404
	Iteration 7F: 3 clusters Score -8417190 nChanged 5021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 56892 members 
Entering Unmasked Estep 
Score: -8420968.000000 Penalty: 3309.889404
	Iteration 8F: 3 clusters Score -8420968 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 61238 members 
Entering Unmasked Estep 
Score: -8424882.000000 Penalty: 3309.889404
	Iteration 9F: 3 clusters Score -8424882 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 64232 members 
Entering Unmasked Estep 
Score: -8427762.000000 Penalty: 3309.889404
	Iteration 10Q: 3 clusters Score -8427762 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 65869 members 
Entering Unmasked Estep 
Score: -8429467.000000 Penalty: 3309.889404
	Iteration 11Q: 3 clusters Score -8429467 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 66641 members 
Entering Unmasked Estep 
Score: -8430361.000000 Penalty: 3309.889404
	Iteration 12Q: 3 clusters Score -8430361 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 66938 members 
Entering Unmasked Estep 
Score: -8430767.000000 Penalty: 3309.889404
	Iteration 13Q: 3 clusters Score -8430767 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 67037 members 
Entering Unmasked Estep 
Score: -8430952.000000 Penalty: 3309.889404
	Iteration 14Q: 3 clusters Score -8430952 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 67083 members 
Entering Unmasked Estep 
Score: -8431028.000000 Penalty: 3309.889404
	Iteration 15Q: 3 clusters Score -8431028 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 67098 members 
Entering Unmasked Estep 
Score: -8431060.000000 Penalty: 3309.889404
	Iteration 16Q: 3 clusters Score -8431060 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 67109 members 
Entering Unmasked Estep 
Score: -8431084.000000 Penalty: 3309.889404
	Iteration 17Q: 3 clusters Score -8431084 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 67114 members 
Entering Unmasked Estep 
Score: -8431105.000000 Penalty: 3309.889404
	Iteration 18Q: 3 clusters Score -8431105 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 67117 members 
Entering Unmasked Estep 
Score: -8431102.000000 Penalty: 3309.889404
	Iteration 19Q: 3 clusters Score -8431102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 67121 members 
Entering Unmasked Estep 
Score: -8431122.000000 Penalty: 3309.889404
	Iteration 20F: 3 clusters Score -8431122 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 67129 members 
Entering Unmasked Estep 
Score: -8431136.000000 Penalty: 3309.889404
	Iteration 21Q: 3 clusters Score -8431136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 67132 members 
Entering Unmasked Estep 
Score: -8431144.000000 Penalty: 3309.889404
	Iteration 22Q: 3 clusters Score -8431144 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 67132 members 
Entering Unmasked Estep 
Score: -8431155.000000 Penalty: 3309.889404
	Iteration 23Q: 3 clusters Score -8431155 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 67131 members 
Entering Unmasked Estep 
Score: -8431164.000000 Penalty: 3309.889404
	Iteration 24Q: 3 clusters Score -8431164 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 67126 members 
Entering Unmasked Estep 
Score: -8431179.000000 Penalty: 3309.889404
	Iteration 25Q: 3 clusters Score -8431179 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 67123 members 
Entering Unmasked Estep 
Score: -8431196.000000 Penalty: 3309.889404
	Iteration 26Q: 3 clusters Score -8431196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 67124 members 
Entering Unmasked Estep 
Score: -8431217.000000 Penalty: 3309.889404
	Iteration 27Q: 3 clusters Score -8431217 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 67122 members 
Entering Unmasked Estep 
Score: -8431219.000000 Penalty: 3309.889404
	Iteration 28Q: 3 clusters Score -8431219 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 67121 members 
Entering Unmasked Estep 
Score: -8431219.000000 Penalty: 3309.889404
	Iteration 29Q: 3 clusters Score -8431219 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 67121 members 
Entering Unmasked Estep 
Score: -8431230.000000 Penalty: 3309.889404
	Iteration 30Q: 3 clusters Score -8431230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 67120 members 
Entering Unmasked Estep 
Score: -8431229.000000 Penalty: 3309.889404
	Iteration 31Q: 3 clusters Score -8431229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 67118 members 
Entering Unmasked Estep 
Score: -8431241.000000 Penalty: 3309.889404
	Iteration 32Q: 3 clusters Score -8431241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 67115 members 
Entering Unmasked Estep 
Score: -8431244.000000 Penalty: 3309.889404
	Iteration 33Q: 3 clusters Score -8431244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 67113 members 
Entering Unmasked Estep 
Score: -8431253.000000 Penalty: 3309.889404
	Iteration 34Q: 3 clusters Score -8431253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 67113 members 
Entering Unmasked Estep 
Score: -8431250.000000 Penalty: 3309.889404
	Iteration 35Q: 3 clusters Score -8431250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 67116 members 
Entering Unmasked Estep 
Score: -8431258.000000 Penalty: 3309.889404
	Iteration 36Q: 3 clusters Score -8431258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 67113 members 
Entering Unmasked Estep 
Score: -8431269.000000 Penalty: 3309.889404
	Iteration 37Q: 3 clusters Score -8431269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 67112 members 
Entering Unmasked Estep 
Score: -8431273.000000 Penalty: 3309.889404
	Iteration 38Q: 3 clusters Score -8431273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 67111 members 
Entering Unmasked Estep 
Score: -8431278.000000 Penalty: 3309.889404
	Iteration 39Q: 3 clusters Score -8431278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 67111 members 
Entering Unmasked Estep 
Score: -8431275.000000 Penalty: 3309.889404
	Iteration 40F: 3 clusters Score -8431275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 67112 members 
Entering Unmasked Estep 
Score: -8431275.000000 Penalty: 3309.889404
	Iteration 41Q: 3 clusters Score -8431275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 67115 members 
Entering Unmasked Estep 
Score: -8431277.000000 Penalty: 3309.889404
	Iteration 42Q: 3 clusters Score -8431277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 67115 members 
Entering Unmasked Estep 
Score: -8431275.000000 Penalty: 3309.889404
	Iteration 43Q: 3 clusters Score -8431275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 67114 members 
Entering Unmasked Estep 
Score: -8431275.000000 Penalty: 3309.889404
	Iteration 44Q: 3 clusters Score -8431275 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 67109 members 
Entering Unmasked Estep 
Score: -8431286.000000 Penalty: 3309.889404
	Iteration 45Q: 3 clusters Score -8431286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 67110 members 
Entering Unmasked Estep 
Score: -8431295.000000 Penalty: 3309.889404
	Iteration 46Q: 3 clusters Score -8431295 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 67106 members 
Entering Unmasked Estep 
Score: -8431302.000000 Penalty: 3309.889404
	Iteration 47Q: 3 clusters Score -8431302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 67100 members 
Entering Unmasked Estep 
Score: -8431301.000000 Penalty: 3309.889404
	Iteration 48Q: 3 clusters Score -8431301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 67094 members 
Entering Unmasked Estep 
Score: -8431310.000000 Penalty: 3309.889404
	Iteration 49Q: 3 clusters Score -8431310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 67095 members 
Entering Unmasked Estep 
Score: -8431309.000000 Penalty: 3309.889404
	Iteration 50Q: 3 clusters Score -8431309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 67098 members 
Entering Unmasked Estep 
Score: -8431313.000000 Penalty: 3309.889404
	Iteration 51Q: 3 clusters Score -8431313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 67100 members 
Entering Unmasked Estep 
Score: -8431320.000000 Penalty: 3309.889404
	Iteration 52Q: 3 clusters Score -8431320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 67103 members 
Entering Unmasked Estep 
Score: -8431331.000000 Penalty: 3309.889404
	Iteration 53Q: 3 clusters Score -8431331 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 67107 members 
Entering Unmasked Estep 
Score: -8431329.000000 Penalty: 3309.889404
	Iteration 54Q: 3 clusters Score -8431329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 67106 members 
Entering Unmasked Estep 
Score: -8431334.000000 Penalty: 3309.889404
	Iteration 55Q: 3 clusters Score -8431334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 67107 members 
Entering Unmasked Estep 
Score: -8431337.000000 Penalty: 3309.889404
	Iteration 56Q: 3 clusters Score -8431337 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 67108 members 
Entering Unmasked Estep 
Score: -8431345.000000 Penalty: 3309.889404
	Iteration 57Q: 3 clusters Score -8431345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 67110 members 
Entering Unmasked Estep 
Score: -8431348.000000 Penalty: 3309.889404
	Iteration 58Q: 3 clusters Score -8431348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 67112 members 
Entering Unmasked Estep 
Score: -8431349.000000 Penalty: 3309.889404
	Iteration 59Q: 3 clusters Score -8431349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 67110 members 
Entering Unmasked Estep 
Score: -8431349.000000 Penalty: 3309.889404
	Iteration 60F: 3 clusters Score -8431349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 67109 members 
Entering Unmasked Estep 
Score: -8431349.000000 Penalty: 3309.889404
	Iteration 61Q: 3 clusters Score -8431349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 67109 members 
Entering Unmasked Estep 
Score: -8431349.000000 Penalty: 3309.889404
	Iteration 62F: 3 clusters Score -8431349 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Entering Unmasked Estep 
Score: -1263639.625000 Penalty: 1376.520630
	Iteration 0F: 2 clusters Score -1263640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1256630.750000 Penalty: 2753.041260
	Iteration 0F: 3 clusters Score -1256631 nChanged 4347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1259012.500000 Penalty: 2753.041260
	Iteration 1F: 3 clusters Score -1259012 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1259406.125000 Penalty: 2753.041260
	Iteration 2F: 3 clusters Score -1259406 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1259739.000000 Penalty: 2753.041260
	Iteration 3F: 3 clusters Score -1259739 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1260032.625000 Penalty: 2753.041260
	Iteration 4F: 3 clusters Score -1260033 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1260284.250000 Penalty: 2753.041260
	Iteration 5Q: 3 clusters Score -1260284 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1260543.625000 Penalty: 2753.041260
	Iteration 6Q: 3 clusters Score -1260544 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1260786.250000 Penalty: 2753.041260
	Iteration 7Q: 3 clusters Score -1260786 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1261002.625000 Penalty: 2753.041260
	Iteration 8Q: 3 clusters Score -1261003 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1261209.250000 Penalty: 2753.041260
	Iteration 9Q: 3 clusters Score -1261209 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1261389.250000 Penalty: 2753.041260
	Iteration 10Q: 3 clusters Score -1261389 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1261565.125000 Penalty: 2753.041260
	Iteration 11Q: 3 clusters Score -1261565 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1261738.500000 Penalty: 2753.041260
	Iteration 12Q: 3 clusters Score -1261738 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1261886.000000 Penalty: 2753.041260
	Iteration 13Q: 3 clusters Score -1261886 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1262009.625000 Penalty: 2753.041260
	Iteration 14Q: 3 clusters Score -1262010 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1262122.375000 Penalty: 2753.041260
	Iteration 15Q: 3 clusters Score -1262122 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1262225.000000 Penalty: 2753.041260
	Iteration 16Q: 3 clusters Score -1262225 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1262333.625000 Penalty: 2753.041260
	Iteration 17Q: 3 clusters Score -1262334 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1262431.125000 Penalty: 2753.041260
	Iteration 18Q: 3 clusters Score -1262431 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1262512.875000 Penalty: 2753.041260
	Iteration 19Q: 3 clusters Score -1262513 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1262590.250000 Penalty: 2753.041260
	Iteration 20F: 3 clusters Score -1262590 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1262671.375000 Penalty: 2753.041260
	Iteration 21Q: 3 clusters Score -1262671 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1262719.625000 Penalty: 2753.041260
	Iteration 22Q: 3 clusters Score -1262720 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1262761.750000 Penalty: 2753.041260
	Iteration 23Q: 3 clusters Score -1262762 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1262810.875000 Penalty: 2753.041260
	Iteration 24Q: 3 clusters Score -1262811 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1262861.125000 Penalty: 2753.041260
	Iteration 25Q: 3 clusters Score -1262861 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1262899.875000 Penalty: 2753.041260
	Iteration 26Q: 3 clusters Score -1262900 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1262932.625000 Penalty: 2753.041260
	Iteration 27Q: 3 clusters Score -1262933 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1262972.500000 Penalty: 2753.041260
	Iteration 28Q: 3 clusters Score -1262972 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1262996.875000 Penalty: 2753.041260
	Iteration 29Q: 3 clusters Score -1262997 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1263018.750000 Penalty: 2753.041260
	Iteration 30Q: 3 clusters Score -1263019 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1263029.250000 Penalty: 2753.041260
	Iteration 31Q: 3 clusters Score -1263029 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1263040.250000 Penalty: 2753.041260
	Iteration 32Q: 3 clusters Score -1263040 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1263047.750000 Penalty: 2753.041260
	Iteration 33Q: 3 clusters Score -1263048 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1263054.875000 Penalty: 2753.041260
	Iteration 34Q: 3 clusters Score -1263055 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1263052.750000 Penalty: 2753.041260
	Iteration 35Q: 3 clusters Score -1263053 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1263058.375000 Penalty: 2753.041260
	Iteration 36Q: 3 clusters Score -1263058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1263059.375000 Penalty: 2753.041260
	Iteration 37Q: 3 clusters Score -1263059 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1263065.875000 Penalty: 2753.041260
	Iteration 38Q: 3 clusters Score -1263066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1263068.125000 Penalty: 2753.041260
	Iteration 39Q: 3 clusters Score -1263068 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1263076.125000 Penalty: 2753.041260
	Iteration 40F: 3 clusters Score -1263076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1263073.375000 Penalty: 2753.041260
	Iteration 41Q: 3 clusters Score -1263073 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1263076.125000 Penalty: 2753.041260
	Iteration 42Q: 3 clusters Score -1263076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1263081.750000 Penalty: 2753.041260
	Iteration 43Q: 3 clusters Score -1263082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1263083.375000 Penalty: 2753.041260
	Iteration 44Q: 3 clusters Score -1263083 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1263085.625000 Penalty: 2753.041260
	Iteration 45Q: 3 clusters Score -1263086 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1263092.750000 Penalty: 2753.041260
	Iteration 46Q: 3 clusters Score -1263093 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1263091.875000 Penalty: 2753.041260
	Iteration 47Q: 3 clusters Score -1263092 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1263092.875000 Penalty: 2753.041260
	Iteration 48Q: 3 clusters Score -1263093 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1263096.250000 Penalty: 2753.041260
	Iteration 49Q: 3 clusters Score -1263096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1263100.375000 Penalty: 2753.041260
	Iteration 50Q: 3 clusters Score -1263100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1263104.375000 Penalty: 2753.041260
	Iteration 51Q: 3 clusters Score -1263104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1263106.625000 Penalty: 2753.041260
	Iteration 52Q: 3 clusters Score -1263107 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1263109.500000 Penalty: 2753.041260
	Iteration 53Q: 3 clusters Score -1263110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1263108.875000 Penalty: 2753.041260
	Iteration 54Q: 3 clusters Score -1263109 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1263113.375000 Penalty: 2753.041260
	Iteration 55Q: 3 clusters Score -1263113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1263114.750000 Penalty: 2753.041260
	Iteration 56Q: 3 clusters Score -1263115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1263113.500000 Penalty: 2753.041260
	Iteration 57Q: 3 clusters Score -1263114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1263112.250000 Penalty: 2753.041260
	Iteration 58Q: 3 clusters Score -1263112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1263112.250000 Penalty: 2753.041260
	Iteration 59F: 3 clusters Score -1263112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Entering Unmasked Estep 
Score: -1492963.625000 Penalty: 1396.157715
	Iteration 0F: 2 clusters Score -1492964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1484956.750000 Penalty: 2792.315430
	Iteration 0F: 3 clusters Score -1484957 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1487530.375000 Penalty: 2792.315430
	Iteration 1F: 3 clusters Score -1487530 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1487815.250000 Penalty: 2792.315430
	Iteration 2F: 3 clusters Score -1487815 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1488039.500000 Penalty: 2792.315430
	Iteration 3Q: 3 clusters Score -1488040 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1488214.250000 Penalty: 2792.315430
	Iteration 4Q: 3 clusters Score -1488214 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1488366.000000 Penalty: 2792.315430
	Iteration 5Q: 3 clusters Score -1488366 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1488529.125000 Penalty: 2792.315430
	Iteration 6Q: 3 clusters Score -1488529 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1488710.625000 Penalty: 2792.315430
	Iteration 7Q: 3 clusters Score -1488711 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1488922.375000 Penalty: 2792.315430
	Iteration 8Q: 3 clusters Score -1488922 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1489171.500000 Penalty: 2792.315430
	Iteration 9Q: 3 clusters Score -1489172 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1489439.750000 Penalty: 2792.315430
	Iteration 10Q: 3 clusters Score -1489440 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1489762.250000 Penalty: 2792.315430
	Iteration 11Q: 3 clusters Score -1489762 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1490169.375000 Penalty: 2792.315430
	Iteration 12Q: 3 clusters Score -1490169 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1490609.375000 Penalty: 2792.315430
	Iteration 13Q: 3 clusters Score -1490609 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1490999.875000 Penalty: 2792.315430
	Iteration 14Q: 3 clusters Score -1491000 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1491309.125000 Penalty: 2792.315430
	Iteration 15Q: 3 clusters Score -1491309 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1491512.875000 Penalty: 2792.315430
	Iteration 16Q: 3 clusters Score -1491513 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1491629.125000 Penalty: 2792.315430
	Iteration 17Q: 3 clusters Score -1491629 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1491707.000000 Penalty: 2792.315430
	Iteration 18Q: 3 clusters Score -1491707 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1491760.250000 Penalty: 2792.315430
	Iteration 19Q: 3 clusters Score -1491760 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1491800.125000 Penalty: 2792.315430
	Iteration 20F: 3 clusters Score -1491800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1491811.875000 Penalty: 2792.315430
	Iteration 21Q: 3 clusters Score -1491812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1491836.500000 Penalty: 2792.315430
	Iteration 22Q: 3 clusters Score -1491836 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1491855.250000 Penalty: 2792.315430
	Iteration 23Q: 3 clusters Score -1491855 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1491870.875000 Penalty: 2792.315430
	Iteration 24Q: 3 clusters Score -1491871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1491873.875000 Penalty: 2792.315430
	Iteration 25Q: 3 clusters Score -1491874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1491873.500000 Penalty: 2792.315430
	Iteration 26Q: 3 clusters Score -1491874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1491873.500000 Penalty: 2792.315430
	Iteration 27F: 3 clusters Score -1491874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Entering Unmasked Estep 
Score: -453776.531250 Penalty: 1230.616089
	Iteration 0F: 2 clusters Score -453776.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -450714.375000 Penalty: 2461.232178
	Iteration 0F: 3 clusters Score -450714.4 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -451609.500000 Penalty: 2461.232178
	Iteration 1F: 3 clusters Score -451609.5 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -451835.500000 Penalty: 2461.232178
	Iteration 2F: 3 clusters Score -451835.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -451989.062500 Penalty: 2461.232178
	Iteration 3F: 3 clusters Score -451989.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -452114.812500 Penalty: 2461.232178
	Iteration 4Q: 3 clusters Score -452114.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -452219.750000 Penalty: 2461.232178
	Iteration 5Q: 3 clusters Score -452219.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -452313.625000 Penalty: 2461.232178
	Iteration 6Q: 3 clusters Score -452313.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -452386.062500 Penalty: 2461.232178
	Iteration 7Q: 3 clusters Score -452386.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -452452.250000 Penalty: 2461.232178
	Iteration 8Q: 3 clusters Score -452452.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -452514.562500 Penalty: 2461.232178
	Iteration 9Q: 3 clusters Score -452514.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -452568.687500 Penalty: 2461.232178
	Iteration 10Q: 3 clusters Score -452568.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -452616.593750 Penalty: 2461.232178
	Iteration 11Q: 3 clusters Score -452616.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -452660.343750 Penalty: 2461.232178
	Iteration 12Q: 3 clusters Score -452660.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -452710.812500 Penalty: 2461.232178
	Iteration 13Q: 3 clusters Score -452710.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -452750.812500 Penalty: 2461.232178
	Iteration 14Q: 3 clusters Score -452750.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -452772.250000 Penalty: 2461.232178
	Iteration 15Q: 3 clusters Score -452772.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -452786.531250 Penalty: 2461.232178
	Iteration 16Q: 3 clusters Score -452786.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -452798.718750 Penalty: 2461.232178
	Iteration 17Q: 3 clusters Score -452798.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -452814.437500 Penalty: 2461.232178
	Iteration 18Q: 3 clusters Score -452814.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -452828.437500 Penalty: 2461.232178
	Iteration 19Q: 3 clusters Score -452828.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -452846.875000 Penalty: 2461.232178
	Iteration 20F: 3 clusters Score -452846.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -452862.000000 Penalty: 2461.232178
	Iteration 21Q: 3 clusters Score -452862 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -452878.031250 Penalty: 2461.232178
	Iteration 22Q: 3 clusters Score -452878 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -452892.187500 Penalty: 2461.232178
	Iteration 23Q: 3 clusters Score -452892.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -452905.281250 Penalty: 2461.232178
	Iteration 24Q: 3 clusters Score -452905.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -452914.687500 Penalty: 2461.232178
	Iteration 25Q: 3 clusters Score -452914.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -452921.718750 Penalty: 2461.232178
	Iteration 26Q: 3 clusters Score -452921.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -452927.093750 Penalty: 2461.232178
	Iteration 27Q: 3 clusters Score -452927.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -452932.500000 Penalty: 2461.232178
	Iteration 28Q: 3 clusters Score -452932.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -452938.562500 Penalty: 2461.232178
	Iteration 29Q: 3 clusters Score -452938.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -452942.500000 Penalty: 2461.232178
	Iteration 30Q: 3 clusters Score -452942.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -452944.437500 Penalty: 2461.232178
	Iteration 31Q: 3 clusters Score -452944.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -452944.687500 Penalty: 2461.232178
	Iteration 32Q: 3 clusters Score -452944.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -452946.093750 Penalty: 2461.232178
	Iteration 33Q: 3 clusters Score -452946.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -452946.937500 Penalty: 2461.232178
	Iteration 34Q: 3 clusters Score -452946.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -452948.875000 Penalty: 2461.232178
	Iteration 35Q: 3 clusters Score -452948.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -452949.156250 Penalty: 2461.232178
	Iteration 36Q: 3 clusters Score -452949.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -452950.125000 Penalty: 2461.232178
	Iteration 37Q: 3 clusters Score -452950.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -452951.750000 Penalty: 2461.232178
	Iteration 38Q: 3 clusters Score -452951.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -452953.093750 Penalty: 2461.232178
	Iteration 39Q: 3 clusters Score -452953.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -452954.500000 Penalty: 2461.232178
	Iteration 40F: 3 clusters Score -452954.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -452956.875000 Penalty: 2461.232178
	Iteration 41Q: 3 clusters Score -452956.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -452958.312500 Penalty: 2461.232178
	Iteration 42Q: 3 clusters Score -452958.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -452958.312500 Penalty: 2461.232178
	Iteration 43Q: 3 clusters Score -452958.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -452959.812500 Penalty: 2461.232178
	Iteration 44Q: 3 clusters Score -452959.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -452959.812500 Penalty: 2461.232178
	Iteration 45F: 3 clusters Score -452959.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (25668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25668 members 
Entering Unmasked Estep 
Score: -2999447.500000 Penalty: 1510.766357
	Iteration 0F: 2 clusters Score -2999448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -2982689.250000 Penalty: 3021.532715
	Iteration 0F: 3 clusters Score -2982689 nChanged 11438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -2989063.250000 Penalty: 3021.532715
	Iteration 1F: 3 clusters Score -2989063 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -2989590.000000 Penalty: 3021.532715
	Iteration 2F: 3 clusters Score -2989590 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -2990082.000000 Penalty: 3021.532715
	Iteration 3Q: 3 clusters Score -2990082 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -2990596.750000 Penalty: 3021.532715
	Iteration 4Q: 3 clusters Score -2990597 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -2991138.250000 Penalty: 3021.532715
	Iteration 5Q: 3 clusters Score -2991138 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -2991670.000000 Penalty: 3021.532715
	Iteration 6Q: 3 clusters Score -2991670 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -2992177.250000 Penalty: 3021.532715
	Iteration 7Q: 3 clusters Score -2992177 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -2992583.500000 Penalty: 3021.532715
	Iteration 8Q: 3 clusters Score -2992584 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -2992924.500000 Penalty: 3021.532715
	Iteration 9Q: 3 clusters Score -2992924 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -2993220.000000 Penalty: 3021.532715
	Iteration 10Q: 3 clusters Score -2993220 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -2993459.250000 Penalty: 3021.532715
	Iteration 11Q: 3 clusters Score -2993459 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -2993688.750000 Penalty: 3021.532715
	Iteration 12Q: 3 clusters Score -2993689 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -2993908.000000 Penalty: 3021.532715
	Iteration 13Q: 3 clusters Score -2993908 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -2994128.250000 Penalty: 3021.532715
	Iteration 14Q: 3 clusters Score -2994128 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -2994382.250000 Penalty: 3021.532715
	Iteration 15Q: 3 clusters Score -2994382 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -2994659.750000 Penalty: 3021.532715
	Iteration 16Q: 3 clusters Score -2994660 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -2995015.500000 Penalty: 3021.532715
	Iteration 17Q: 3 clusters Score -2995016 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -2995427.000000 Penalty: 3021.532715
	Iteration 18Q: 3 clusters Score -2995427 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -2995800.750000 Penalty: 3021.532715
	Iteration 19Q: 3 clusters Score -2995801 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
Score: -2996216.750000 Penalty: 3021.532715
	Iteration 20F: 3 clusters Score -2996217 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -2996648.500000 Penalty: 3021.532715
	Iteration 21Q: 3 clusters Score -2996648 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -2997052.750000 Penalty: 3021.532715
	Iteration 22Q: 3 clusters Score -2997053 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 21595 members 
Entering Unmasked Estep 
Score: -2997444.500000 Penalty: 3021.532715
	Iteration 23Q: 3 clusters Score -2997444 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 22248 members 
Entering Unmasked Estep 
Score: -2997785.000000 Penalty: 3021.532715
	Iteration 24Q: 3 clusters Score -2997785 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 22818 members 
Entering Unmasked Estep 
Score: -2998079.250000 Penalty: 3021.532715
	Iteration 25Q: 3 clusters Score -2998079 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 23298 members 
Entering Unmasked Estep 
Score: -2998310.000000 Penalty: 3021.532715
	Iteration 26Q: 3 clusters Score -2998310 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 23642 members 
Entering Unmasked Estep 
Score: -2998477.750000 Penalty: 3021.532715
	Iteration 27Q: 3 clusters Score -2998478 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 23915 members 
Entering Unmasked Estep 
Score: -2998588.750000 Penalty: 3021.532715
	Iteration 28Q: 3 clusters Score -2998589 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 24093 members 
Entering Unmasked Estep 
Score: -2998673.250000 Penalty: 3021.532715
	Iteration 29Q: 3 clusters Score -2998673 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 24221 members 
Entering Unmasked Estep 
Score: -2998742.500000 Penalty: 3021.532715
	Iteration 30Q: 3 clusters Score -2998742 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 24324 members 
Entering Unmasked Estep 
Score: -2998784.250000 Penalty: 3021.532715
	Iteration 31Q: 3 clusters Score -2998784 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 24392 members 
Entering Unmasked Estep 
Score: -2998808.250000 Penalty: 3021.532715
	Iteration 32Q: 3 clusters Score -2998808 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 24446 members 
Entering Unmasked Estep 
Score: -2998829.750000 Penalty: 3021.532715
	Iteration 33Q: 3 clusters Score -2998830 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 24500 members 
Entering Unmasked Estep 
Score: -2998864.750000 Penalty: 3021.532715
	Iteration 34Q: 3 clusters Score -2998865 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 24550 members 
Entering Unmasked Estep 
Score: -2998900.750000 Penalty: 3021.532715
	Iteration 35Q: 3 clusters Score -2998901 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 24586 members 
Entering Unmasked Estep 
Score: -2998958.750000 Penalty: 3021.532715
	Iteration 36Q: 3 clusters Score -2998959 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 24612 members 
Entering Unmasked Estep 
Score: -2999006.000000 Penalty: 3021.532715
	Iteration 37Q: 3 clusters Score -2999006 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 24623 members 
Entering Unmasked Estep 
Score: -2999026.500000 Penalty: 3021.532715
	Iteration 38Q: 3 clusters Score -2999026 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 24623 members 
Entering Unmasked Estep 
Score: -2999034.250000 Penalty: 3021.532715
	Iteration 39Q: 3 clusters Score -2999034 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 24618 members 
Entering Unmasked Estep 
Score: -2999043.750000 Penalty: 3021.532715
	Iteration 40F: 3 clusters Score -2999044 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 24620 members 
Entering Unmasked Estep 
Score: -2999046.750000 Penalty: 3021.532715
	Iteration 41Q: 3 clusters Score -2999047 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 24620 members 
Entering Unmasked Estep 
Score: -2999054.750000 Penalty: 3021.532715
	Iteration 42Q: 3 clusters Score -2999055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 24620 members 
Entering Unmasked Estep 
Score: -2999053.750000 Penalty: 3021.532715
	Iteration 43Q: 3 clusters Score -2999054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 24621 members 
Entering Unmasked Estep 
Score: -2999057.750000 Penalty: 3021.532715
	Iteration 44Q: 3 clusters Score -2999058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 24624 members 
Entering Unmasked Estep 
Score: -2999057.000000 Penalty: 3021.532715
	Iteration 45Q: 3 clusters Score -2999057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 24625 members 
Entering Unmasked Estep 
Score: -2999062.250000 Penalty: 3021.532715
	Iteration 46Q: 3 clusters Score -2999062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 24625 members 
Entering Unmasked Estep 
Score: -2999058.250000 Penalty: 3021.532715
	Iteration 47Q: 3 clusters Score -2999058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 24625 members 
Entering Unmasked Estep 
Score: -2999060.250000 Penalty: 3021.532715
	Iteration 48Q: 3 clusters Score -2999060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 24624 members 
Entering Unmasked Estep 
Score: -2999059.250000 Penalty: 3021.532715
	Iteration 49Q: 3 clusters Score -2999059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 24625 members 
Entering Unmasked Estep 
Score: -2999059.500000 Penalty: 3021.532715
	Iteration 50Q: 3 clusters Score -2999060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 24625 members 
Entering Unmasked Estep 
Score: -2999061.250000 Penalty: 3021.532715
	Iteration 51Q: 3 clusters Score -2999061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 24625 members 
Entering Unmasked Estep 
Score: -2999060.750000 Penalty: 3021.532715
	Iteration 52Q: 3 clusters Score -2999061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 24624 members 
Entering Unmasked Estep 
Score: -2999058.750000 Penalty: 3021.532715
	Iteration 53Q: 3 clusters Score -2999059 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 24624 members 
Entering Unmasked Estep 
Score: -2999058.750000 Penalty: 3021.532715
	Iteration 54F: 3 clusters Score -2999059 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Entering Unmasked Estep 
Score: -1256646.500000 Penalty: 1374.824707
	Iteration 0F: 2 clusters Score -1256646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1249678.625000 Penalty: 2749.649414
	Iteration 0F: 3 clusters Score -1249679 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1252036.250000 Penalty: 2749.649414
	Iteration 1F: 3 clusters Score -1252036 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1252415.875000 Penalty: 2749.649414
	Iteration 2F: 3 clusters Score -1252416 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1252703.250000 Penalty: 2749.649414
	Iteration 3F: 3 clusters Score -1252703 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1252970.000000 Penalty: 2749.649414
	Iteration 4Q: 3 clusters Score -1252970 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1253235.750000 Penalty: 2749.649414
	Iteration 5Q: 3 clusters Score -1253236 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1253527.500000 Penalty: 2749.649414
	Iteration 6Q: 3 clusters Score -1253528 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1253837.125000 Penalty: 2749.649414
	Iteration 7Q: 3 clusters Score -1253837 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1254148.125000 Penalty: 2749.649414
	Iteration 8Q: 3 clusters Score -1254148 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1254424.625000 Penalty: 2749.649414
	Iteration 9Q: 3 clusters Score -1254425 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1254657.875000 Penalty: 2749.649414
	Iteration 10Q: 3 clusters Score -1254658 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1254872.000000 Penalty: 2749.649414
	Iteration 11Q: 3 clusters Score -1254872 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1255018.125000 Penalty: 2749.649414
	Iteration 12Q: 3 clusters Score -1255018 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1255126.125000 Penalty: 2749.649414
	Iteration 13Q: 3 clusters Score -1255126 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1255214.125000 Penalty: 2749.649414
	Iteration 14Q: 3 clusters Score -1255214 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1255281.500000 Penalty: 2749.649414
	Iteration 15Q: 3 clusters Score -1255282 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1255330.000000 Penalty: 2749.649414
	Iteration 16Q: 3 clusters Score -1255330 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1255373.500000 Penalty: 2749.649414
	Iteration 17Q: 3 clusters Score -1255374 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1255410.375000 Penalty: 2749.649414
	Iteration 18Q: 3 clusters Score -1255410 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1255441.750000 Penalty: 2749.649414
	Iteration 19Q: 3 clusters Score -1255442 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1255468.375000 Penalty: 2749.649414
	Iteration 20F: 3 clusters Score -1255468 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1255488.125000 Penalty: 2749.649414
	Iteration 21Q: 3 clusters Score -1255488 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1255500.875000 Penalty: 2749.649414
	Iteration 22Q: 3 clusters Score -1255501 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1255514.250000 Penalty: 2749.649414
	Iteration 23Q: 3 clusters Score -1255514 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1255535.500000 Penalty: 2749.649414
	Iteration 24Q: 3 clusters Score -1255536 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1255559.875000 Penalty: 2749.649414
	Iteration 25Q: 3 clusters Score -1255560 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1255575.750000 Penalty: 2749.649414
	Iteration 26Q: 3 clusters Score -1255576 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -1255593.125000 Penalty: 2749.649414
	Iteration 27Q: 3 clusters Score -1255593 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1255606.375000 Penalty: 2749.649414
	Iteration 28Q: 3 clusters Score -1255606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1255616.250000 Penalty: 2749.649414
	Iteration 29Q: 3 clusters Score -1255616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -1255621.625000 Penalty: 2749.649414
	Iteration 30Q: 3 clusters Score -1255622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1255623.250000 Penalty: 2749.649414
	Iteration 31Q: 3 clusters Score -1255623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -1255622.125000 Penalty: 2749.649414
	Iteration 32Q: 3 clusters Score -1255622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1255623.625000 Penalty: 2749.649414
	Iteration 33Q: 3 clusters Score -1255624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1255625.250000 Penalty: 2749.649414
	Iteration 34Q: 3 clusters Score -1255625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1255625.375000 Penalty: 2749.649414
	Iteration 35Q: 3 clusters Score -1255625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1255629.250000 Penalty: 2749.649414
	Iteration 36Q: 3 clusters Score -1255629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1255628.750000 Penalty: 2749.649414
	Iteration 37Q: 3 clusters Score -1255629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1255630.250000 Penalty: 2749.649414
	Iteration 38Q: 3 clusters Score -1255630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1255630.250000 Penalty: 2749.649414
	Iteration 39F: 3 clusters Score -1255630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -29724.246094 Penalty: 862.000427
	Iteration 0F: 2 clusters Score -29724.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -28987.013672 Penalty: 1724.000854
	Iteration 0F: 3 clusters Score -28987.01 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -29148.031250 Penalty: 1724.000854
	Iteration 1F: 3 clusters Score -29148.03 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -29291.404297 Penalty: 1724.000854
	Iteration 2F: 3 clusters Score -29291.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -29467.814453 Penalty: 1724.000854
	Iteration 3F: 3 clusters Score -29467.81 nChanged 8
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: -29528.056641 Penalty: 1724.000854
	Iteration 4Q: 3 clusters Score -29528.06 nChanged 9
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: -29618.226562 Penalty: 1724.000854
	Iteration 5Q: 3 clusters Score -29618.23 nChanged 8
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: -29673.722656 Penalty: 1724.000854
	Iteration 6Q: 3 clusters Score -29673.72 nChanged 4
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: -29695.283203 Penalty: 1724.000854
	Iteration 7Q: 3 clusters Score -29695.28 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: -29720.957031 Penalty: 1724.000854
	Iteration 8Q: 3 clusters Score -29720.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -29740.115234 Penalty: 1724.000854
	Iteration 9Q: 3 clusters Score -29740.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -29781.300781 Penalty: 1724.000854
	Iteration 10Q: 3 clusters Score -29781.3 nChanged 1
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: -29801.115234 Penalty: 1724.000854
	Iteration 11Q: 3 clusters Score -29801.12 nChanged 1
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: -29821.494141 Penalty: 1724.000854
	Iteration 12Q: 3 clusters Score -29821.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -29844.558594 Penalty: 1724.000854
	Iteration 13Q: 3 clusters Score -29844.56 nChanged 3
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: -29873.003906 Penalty: 1724.000854
	Iteration 14Q: 3 clusters Score -29873 nChanged 2
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: -29896.136719 Penalty: 1724.000854
	Iteration 15Q: 3 clusters Score -29896.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -29949.587891 Penalty: 1724.000854
	Iteration 16Q: 3 clusters Score -29949.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -29949.587891 Penalty: 1724.000854
	Iteration 17F: 3 clusters Score -29949.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 43083 members 
Mstep: Class 2 contains 11859 members 
Mstep: Class 3 contains 54444 members 
Mstep: Class 4 contains 29798 members 
Mstep: Class 5 contains 31217 members 
Mstep: Class 6 contains 5543 members 
Mstep: Class 7 contains 45018 members 
Mstep: Class 8 contains 21719 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6339 members 
Mstep: Class 11 contains 36045 members 
Mstep: Class 12 contains 2156 members 
Mstep: Class 13 contains 5671 members 
Mstep: Class 14 contains 67639 members 
Mstep: Class 15 contains 10413 members 
Mstep: Class 16 contains 11882 members 
Mstep: Class 17 contains 3906 members 
Mstep: Class 18 contains 25668 members 
Mstep: Class 19 contains 10295 members 
Mstep: Class 20 contains 128 members 
Mstep: Class 21 contains 5662 members 
Mstep: Class 22 contains 15355 members 
Mstep: Class 23 contains 19383 members 
Mstep: Class 24 contains 3666 members 
Mstep: Class 25 contains 14803 members 
Mstep: Class 26 contains 5489 members 
Mstep: Class 27 contains 14076 members 
Mstep: Class 28 contains 11954 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16094 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1628 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6903 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 11927 members 
Mstep: Class 38 contains 9432 members 
Mstep: Class 39 contains 49873 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22312 members 
Mstep: Class 45 contains 32505 members 
Mstep: Class 46 contains 200 members 
Entering Unmasked Estep 
Score: -81027152.000000 Penalty: 91791.593750
Splitting cluster 20 changes total score from -81027584.000000 to -81027152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (5662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Entering Unmasked Estep 
Score: -679859.750000 Penalty: 1285.860107
	Iteration 0F: 2 clusters Score -679859.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -675701.750000 Penalty: 2571.720215
	Iteration 0F: 3 clusters Score -675701.8 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -676971.687500 Penalty: 2571.720215
	Iteration 1F: 3 clusters Score -676971.7 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -677225.437500 Penalty: 2571.720215
	Iteration 2F: 3 clusters Score -677225.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -677392.812500 Penalty: 2571.720215
	Iteration 3F: 3 clusters Score -677392.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -677525.062500 Penalty: 2571.720215
	Iteration 4Q: 3 clusters Score -677525.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -677636.437500 Penalty: 2571.720215
	Iteration 5Q: 3 clusters Score -677636.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -677727.562500 Penalty: 2571.720215
	Iteration 6Q: 3 clusters Score -677727.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -677826.375000 Penalty: 2571.720215
	Iteration 7Q: 3 clusters Score -677826.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -677898.500000 Penalty: 2571.720215
	Iteration 8Q: 3 clusters Score -677898.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -677968.875000 Penalty: 2571.720215
	Iteration 9Q: 3 clusters Score -677968.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -678057.250000 Penalty: 2571.720215
	Iteration 10Q: 3 clusters Score -678057.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -678147.875000 Penalty: 2571.720215
	Iteration 11Q: 3 clusters Score -678147.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -678251.250000 Penalty: 2571.720215
	Iteration 12Q: 3 clusters Score -678251.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -678351.500000 Penalty: 2571.720215
	Iteration 13Q: 3 clusters Score -678351.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -678453.125000 Penalty: 2571.720215
	Iteration 14Q: 3 clusters Score -678453.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -678548.000000 Penalty: 2571.720215
	Iteration 15Q: 3 clusters Score -678548 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -678627.812500 Penalty: 2571.720215
	Iteration 16Q: 3 clusters Score -678627.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -678712.437500 Penalty: 2571.720215
	Iteration 17Q: 3 clusters Score -678712.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -678780.250000 Penalty: 2571.720215
	Iteration 18Q: 3 clusters Score -678780.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -678833.250000 Penalty: 2571.720215
	Iteration 19Q: 3 clusters Score -678833.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -678864.000000 Penalty: 2571.720215
	Iteration 20F: 3 clusters Score -678864 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -678887.875000 Penalty: 2571.720215
	Iteration 21Q: 3 clusters Score -678887.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -678907.875000 Penalty: 2571.720215
	Iteration 22Q: 3 clusters Score -678907.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -678930.875000 Penalty: 2571.720215
	Iteration 23Q: 3 clusters Score -678930.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -678956.500000 Penalty: 2571.720215
	Iteration 24Q: 3 clusters Score -678956.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -678975.750000 Penalty: 2571.720215
	Iteration 25Q: 3 clusters Score -678975.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -678996.500000 Penalty: 2571.720215
	Iteration 26Q: 3 clusters Score -678996.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -679020.625000 Penalty: 2571.720215
	Iteration 27Q: 3 clusters Score -679020.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -679038.125000 Penalty: 2571.720215
	Iteration 28Q: 3 clusters Score -679038.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -679047.187500 Penalty: 2571.720215
	Iteration 29Q: 3 clusters Score -679047.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -679049.937500 Penalty: 2571.720215
	Iteration 30Q: 3 clusters Score -679049.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -679054.750000 Penalty: 2571.720215
	Iteration 31Q: 3 clusters Score -679054.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -679060.250000 Penalty: 2571.720215
	Iteration 32Q: 3 clusters Score -679060.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -679064.000000 Penalty: 2571.720215
	Iteration 33Q: 3 clusters Score -679064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -679066.687500 Penalty: 2571.720215
	Iteration 34Q: 3 clusters Score -679066.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -679068.750000 Penalty: 2571.720215
	Iteration 35Q: 3 clusters Score -679068.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -679069.687500 Penalty: 2571.720215
	Iteration 36Q: 3 clusters Score -679069.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -679071.750000 Penalty: 2571.720215
	Iteration 37Q: 3 clusters Score -679071.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -679072.375000 Penalty: 2571.720215
	Iteration 38Q: 3 clusters Score -679072.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -679078.000000 Penalty: 2571.720215
	Iteration 39Q: 3 clusters Score -679078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -679082.062500 Penalty: 2571.720215
	Iteration 40F: 3 clusters Score -679082.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -679082.812500 Penalty: 2571.720215
	Iteration 41Q: 3 clusters Score -679082.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -679084.875000 Penalty: 2571.720215
	Iteration 42Q: 3 clusters Score -679084.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -679088.500000 Penalty: 2571.720215
	Iteration 43Q: 3 clusters Score -679088.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -679090.312500 Penalty: 2571.720215
	Iteration 44Q: 3 clusters Score -679090.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -679091.375000 Penalty: 2571.720215
	Iteration 45Q: 3 clusters Score -679091.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -679093.875000 Penalty: 2571.720215
	Iteration 46Q: 3 clusters Score -679093.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -679095.500000 Penalty: 2571.720215
	Iteration 47Q: 3 clusters Score -679095.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -679097.562500 Penalty: 2571.720215
	Iteration 48Q: 3 clusters Score -679097.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -679097.562500 Penalty: 2571.720215
	Iteration 49F: 3 clusters Score -679097.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (15355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Entering Unmasked Estep 
Score: -1893689.375000 Penalty: 1434.312500
	Iteration 0F: 2 clusters Score -1893689 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1883569.375000 Penalty: 2868.625000
	Iteration 0F: 3 clusters Score -1883569 nChanged 6573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1887013.750000 Penalty: 2868.625000
	Iteration 1F: 3 clusters Score -1887014 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1887384.500000 Penalty: 2868.625000
	Iteration 2F: 3 clusters Score -1887384 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1887682.500000 Penalty: 2868.625000
	Iteration 3Q: 3 clusters Score -1887682 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1887979.250000 Penalty: 2868.625000
	Iteration 4Q: 3 clusters Score -1887979 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1888255.750000 Penalty: 2868.625000
	Iteration 5Q: 3 clusters Score -1888256 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1888499.750000 Penalty: 2868.625000
	Iteration 6Q: 3 clusters Score -1888500 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1888747.250000 Penalty: 2868.625000
	Iteration 7Q: 3 clusters Score -1888747 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1888993.125000 Penalty: 2868.625000
	Iteration 8Q: 3 clusters Score -1888993 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1889322.750000 Penalty: 2868.625000
	Iteration 9Q: 3 clusters Score -1889323 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1889677.875000 Penalty: 2868.625000
	Iteration 10Q: 3 clusters Score -1889678 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1890039.875000 Penalty: 2868.625000
	Iteration 11Q: 3 clusters Score -1890040 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1890399.250000 Penalty: 2868.625000
	Iteration 12Q: 3 clusters Score -1890399 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1890650.125000 Penalty: 2868.625000
	Iteration 13Q: 3 clusters Score -1890650 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1890824.000000 Penalty: 2868.625000
	Iteration 14Q: 3 clusters Score -1890824 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1890935.500000 Penalty: 2868.625000
	Iteration 15Q: 3 clusters Score -1890936 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1891031.875000 Penalty: 2868.625000
	Iteration 16Q: 3 clusters Score -1891032 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1891118.500000 Penalty: 2868.625000
	Iteration 17Q: 3 clusters Score -1891118 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1891201.500000 Penalty: 2868.625000
	Iteration 18Q: 3 clusters Score -1891202 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1891261.125000 Penalty: 2868.625000
	Iteration 19Q: 3 clusters Score -1891261 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1891313.375000 Penalty: 2868.625000
	Iteration 20F: 3 clusters Score -1891313 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1891367.500000 Penalty: 2868.625000
	Iteration 21Q: 3 clusters Score -1891368 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1891433.875000 Penalty: 2868.625000
	Iteration 22Q: 3 clusters Score -1891434 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1891497.375000 Penalty: 2868.625000
	Iteration 23Q: 3 clusters Score -1891497 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1891547.250000 Penalty: 2868.625000
	Iteration 24Q: 3 clusters Score -1891547 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1891584.000000 Penalty: 2868.625000
	Iteration 25Q: 3 clusters Score -1891584 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1891626.625000 Penalty: 2868.625000
	Iteration 26Q: 3 clusters Score -1891627 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1891660.000000 Penalty: 2868.625000
	Iteration 27Q: 3 clusters Score -1891660 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1891692.750000 Penalty: 2868.625000
	Iteration 28Q: 3 clusters Score -1891693 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1891725.500000 Penalty: 2868.625000
	Iteration 29Q: 3 clusters Score -1891726 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1891752.500000 Penalty: 2868.625000
	Iteration 30Q: 3 clusters Score -1891752 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1891774.625000 Penalty: 2868.625000
	Iteration 31Q: 3 clusters Score -1891775 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1891791.250000 Penalty: 2868.625000
	Iteration 32Q: 3 clusters Score -1891791 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1891817.250000 Penalty: 2868.625000
	Iteration 33Q: 3 clusters Score -1891817 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1891834.375000 Penalty: 2868.625000
	Iteration 34Q: 3 clusters Score -1891834 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1891851.625000 Penalty: 2868.625000
	Iteration 35Q: 3 clusters Score -1891852 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1891869.375000 Penalty: 2868.625000
	Iteration 36Q: 3 clusters Score -1891869 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1891886.000000 Penalty: 2868.625000
	Iteration 37Q: 3 clusters Score -1891886 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1891919.750000 Penalty: 2868.625000
	Iteration 38Q: 3 clusters Score -1891920 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1891949.625000 Penalty: 2868.625000
	Iteration 39Q: 3 clusters Score -1891950 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1891983.500000 Penalty: 2868.625000
	Iteration 40F: 3 clusters Score -1891984 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1892023.625000 Penalty: 2868.625000
	Iteration 41Q: 3 clusters Score -1892024 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1892045.125000 Penalty: 2868.625000
	Iteration 42Q: 3 clusters Score -1892045 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1892071.000000 Penalty: 2868.625000
	Iteration 43Q: 3 clusters Score -1892071 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1892096.125000 Penalty: 2868.625000
	Iteration 44Q: 3 clusters Score -1892096 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1892116.750000 Penalty: 2868.625000
	Iteration 45Q: 3 clusters Score -1892117 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1892130.750000 Penalty: 2868.625000
	Iteration 46Q: 3 clusters Score -1892131 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1892149.375000 Penalty: 2868.625000
	Iteration 47Q: 3 clusters Score -1892149 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1892168.125000 Penalty: 2868.625000
	Iteration 48Q: 3 clusters Score -1892168 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1892186.750000 Penalty: 2868.625000
	Iteration 49Q: 3 clusters Score -1892187 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1892204.875000 Penalty: 2868.625000
	Iteration 50Q: 3 clusters Score -1892205 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1892222.000000 Penalty: 2868.625000
	Iteration 51Q: 3 clusters Score -1892222 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1892240.375000 Penalty: 2868.625000
	Iteration 52Q: 3 clusters Score -1892240 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1892263.875000 Penalty: 2868.625000
	Iteration 53Q: 3 clusters Score -1892264 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1892283.375000 Penalty: 2868.625000
	Iteration 54Q: 3 clusters Score -1892283 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1892304.000000 Penalty: 2868.625000
	Iteration 55Q: 3 clusters Score -1892304 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1892324.125000 Penalty: 2868.625000
	Iteration 56Q: 3 clusters Score -1892324 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1892337.000000 Penalty: 2868.625000
	Iteration 57Q: 3 clusters Score -1892337 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1892348.000000 Penalty: 2868.625000
	Iteration 58Q: 3 clusters Score -1892348 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1892355.125000 Penalty: 2868.625000
	Iteration 59Q: 3 clusters Score -1892355 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1892360.000000 Penalty: 2868.625000
	Iteration 60F: 3 clusters Score -1892360 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1892369.000000 Penalty: 2868.625000
	Iteration 61Q: 3 clusters Score -1892369 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1892386.250000 Penalty: 2868.625000
	Iteration 62Q: 3 clusters Score -1892386 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1892401.750000 Penalty: 2868.625000
	Iteration 63Q: 3 clusters Score -1892402 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1892417.000000 Penalty: 2868.625000
	Iteration 64Q: 3 clusters Score -1892417 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1892433.125000 Penalty: 2868.625000
	Iteration 65Q: 3 clusters Score -1892433 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1892448.125000 Penalty: 2868.625000
	Iteration 66Q: 3 clusters Score -1892448 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1892461.000000 Penalty: 2868.625000
	Iteration 67Q: 3 clusters Score -1892461 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1892467.375000 Penalty: 2868.625000
	Iteration 68Q: 3 clusters Score -1892467 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1892477.500000 Penalty: 2868.625000
	Iteration 69Q: 3 clusters Score -1892478 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1892490.250000 Penalty: 2868.625000
	Iteration 70Q: 3 clusters Score -1892490 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1892496.000000 Penalty: 2868.625000
	Iteration 71Q: 3 clusters Score -1892496 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1892508.125000 Penalty: 2868.625000
	Iteration 72Q: 3 clusters Score -1892508 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1892523.500000 Penalty: 2868.625000
	Iteration 73Q: 3 clusters Score -1892524 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1892534.500000 Penalty: 2868.625000
	Iteration 74Q: 3 clusters Score -1892534 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1892546.500000 Penalty: 2868.625000
	Iteration 75Q: 3 clusters Score -1892546 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1892552.375000 Penalty: 2868.625000
	Iteration 76Q: 3 clusters Score -1892552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1892555.750000 Penalty: 2868.625000
	Iteration 77Q: 3 clusters Score -1892556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1892559.875000 Penalty: 2868.625000
	Iteration 78Q: 3 clusters Score -1892560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1892565.750000 Penalty: 2868.625000
	Iteration 79Q: 3 clusters Score -1892566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1892570.500000 Penalty: 2868.625000
	Iteration 80F: 3 clusters Score -1892570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1892572.875000 Penalty: 2868.625000
	Iteration 81Q: 3 clusters Score -1892573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1892574.375000 Penalty: 2868.625000
	Iteration 82Q: 3 clusters Score -1892574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1892578.875000 Penalty: 2868.625000
	Iteration 83Q: 3 clusters Score -1892579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1892576.625000 Penalty: 2868.625000
	Iteration 84Q: 3 clusters Score -1892577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1892577.000000 Penalty: 2868.625000
	Iteration 85Q: 3 clusters Score -1892577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1892575.875000 Penalty: 2868.625000
	Iteration 86Q: 3 clusters Score -1892576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1892581.500000 Penalty: 2868.625000
	Iteration 87Q: 3 clusters Score -1892582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1892581.000000 Penalty: 2868.625000
	Iteration 88Q: 3 clusters Score -1892581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1892582.375000 Penalty: 2868.625000
	Iteration 89Q: 3 clusters Score -1892582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1892583.750000 Penalty: 2868.625000
	Iteration 90Q: 3 clusters Score -1892584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1892587.625000 Penalty: 2868.625000
	Iteration 91Q: 3 clusters Score -1892588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1892591.875000 Penalty: 2868.625000
	Iteration 92Q: 3 clusters Score -1892592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1892595.000000 Penalty: 2868.625000
	Iteration 93Q: 3 clusters Score -1892595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1892596.875000 Penalty: 2868.625000
	Iteration 94Q: 3 clusters Score -1892597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1892593.125000 Penalty: 2868.625000
	Iteration 95Q: 3 clusters Score -1892593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1892598.625000 Penalty: 2868.625000
	Iteration 96Q: 3 clusters Score -1892599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1892601.500000 Penalty: 2868.625000
	Iteration 97Q: 3 clusters Score -1892602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1892601.625000 Penalty: 2868.625000
	Iteration 98Q: 3 clusters Score -1892602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1892609.000000 Penalty: 2868.625000
	Iteration 99Q: 3 clusters Score -1892609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1892610.250000 Penalty: 2868.625000
	Iteration 100F: 3 clusters Score -1892610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1892612.000000 Penalty: 2868.625000
	Iteration 101Q: 3 clusters Score -1892612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1892612.250000 Penalty: 2868.625000
	Iteration 102Q: 3 clusters Score -1892612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1892613.125000 Penalty: 2868.625000
	Iteration 103Q: 3 clusters Score -1892613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1892614.125000 Penalty: 2868.625000
	Iteration 104Q: 3 clusters Score -1892614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1892614.000000 Penalty: 2868.625000
	Iteration 105Q: 3 clusters Score -1892614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1892614.000000 Penalty: 2868.625000
	Iteration 106F: 3 clusters Score -1892614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (19383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Entering Unmasked Estep 
Score: -2455997.000000 Penalty: 1468.976196
	Iteration 0F: 2 clusters Score -2455997 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -2443329.500000 Penalty: 2937.952393
	Iteration 0F: 3 clusters Score -2443330 nChanged 8415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -2447819.500000 Penalty: 2937.952393
	Iteration 1F: 3 clusters Score -2447820 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -2448253.500000 Penalty: 2937.952393
	Iteration 2F: 3 clusters Score -2448254 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -2448715.250000 Penalty: 2937.952393
	Iteration 3F: 3 clusters Score -2448715 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -2449138.750000 Penalty: 2937.952393
	Iteration 4Q: 3 clusters Score -2449139 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -2449582.500000 Penalty: 2937.952393
	Iteration 5Q: 3 clusters Score -2449582 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -2450000.250000 Penalty: 2937.952393
	Iteration 6Q: 3 clusters Score -2450000 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -2450432.750000 Penalty: 2937.952393
	Iteration 7Q: 3 clusters Score -2450433 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -2450840.750000 Penalty: 2937.952393
	Iteration 8Q: 3 clusters Score -2450841 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -2451173.750000 Penalty: 2937.952393
	Iteration 9Q: 3 clusters Score -2451174 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -2451400.750000 Penalty: 2937.952393
	Iteration 10Q: 3 clusters Score -2451401 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -2451562.500000 Penalty: 2937.952393
	Iteration 11Q: 3 clusters Score -2451562 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -2451684.250000 Penalty: 2937.952393
	Iteration 12Q: 3 clusters Score -2451684 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -2451793.250000 Penalty: 2937.952393
	Iteration 13Q: 3 clusters Score -2451793 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -2451870.000000 Penalty: 2937.952393
	Iteration 14Q: 3 clusters Score -2451870 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -2451936.500000 Penalty: 2937.952393
	Iteration 15Q: 3 clusters Score -2451936 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -2451996.500000 Penalty: 2937.952393
	Iteration 16Q: 3 clusters Score -2451996 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -2452038.250000 Penalty: 2937.952393
	Iteration 17Q: 3 clusters Score -2452038 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -2452078.750000 Penalty: 2937.952393
	Iteration 18Q: 3 clusters Score -2452079 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -2452122.750000 Penalty: 2937.952393
	Iteration 19Q: 3 clusters Score -2452123 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -2452147.250000 Penalty: 2937.952393
	Iteration 20F: 3 clusters Score -2452147 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -2452190.500000 Penalty: 2937.952393
	Iteration 21Q: 3 clusters Score -2452190 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -2452227.750000 Penalty: 2937.952393
	Iteration 22Q: 3 clusters Score -2452228 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -2452274.000000 Penalty: 2937.952393
	Iteration 23Q: 3 clusters Score -2452274 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -2452333.500000 Penalty: 2937.952393
	Iteration 24Q: 3 clusters Score -2452334 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -2452381.750000 Penalty: 2937.952393
	Iteration 25Q: 3 clusters Score -2452382 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -2452449.000000 Penalty: 2937.952393
	Iteration 26Q: 3 clusters Score -2452449 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -2452524.250000 Penalty: 2937.952393
	Iteration 27Q: 3 clusters Score -2452524 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -2452623.250000 Penalty: 2937.952393
	Iteration 28Q: 3 clusters Score -2452623 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -2452721.000000 Penalty: 2937.952393
	Iteration 29Q: 3 clusters Score -2452721 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -2452844.250000 Penalty: 2937.952393
	Iteration 30Q: 3 clusters Score -2452844 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -2452997.000000 Penalty: 2937.952393
	Iteration 31Q: 3 clusters Score -2452997 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -2453170.500000 Penalty: 2937.952393
	Iteration 32Q: 3 clusters Score -2453170 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -2453354.750000 Penalty: 2937.952393
	Iteration 33Q: 3 clusters Score -2453355 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -2453513.000000 Penalty: 2937.952393
	Iteration 34Q: 3 clusters Score -2453513 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -2453714.000000 Penalty: 2937.952393
	Iteration 35Q: 3 clusters Score -2453714 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -2453903.500000 Penalty: 2937.952393
	Iteration 36Q: 3 clusters Score -2453904 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -2454091.000000 Penalty: 2937.952393
	Iteration 37Q: 3 clusters Score -2454091 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -2454255.250000 Penalty: 2937.952393
	Iteration 38Q: 3 clusters Score -2454255 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -2454394.500000 Penalty: 2937.952393
	Iteration 39Q: 3 clusters Score -2454394 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -2454503.750000 Penalty: 2937.952393
	Iteration 40F: 3 clusters Score -2454504 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -2454605.750000 Penalty: 2937.952393
	Iteration 41Q: 3 clusters Score -2454606 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2454684.500000 Penalty: 2937.952393
	Iteration 42Q: 3 clusters Score -2454684 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2454720.250000 Penalty: 2937.952393
	Iteration 43Q: 3 clusters Score -2454720 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2454766.250000 Penalty: 2937.952393
	Iteration 44Q: 3 clusters Score -2454766 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2454794.250000 Penalty: 2937.952393
	Iteration 45Q: 3 clusters Score -2454794 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2454827.750000 Penalty: 2937.952393
	Iteration 46Q: 3 clusters Score -2454828 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2454841.500000 Penalty: 2937.952393
	Iteration 47Q: 3 clusters Score -2454842 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2454856.500000 Penalty: 2937.952393
	Iteration 48Q: 3 clusters Score -2454856 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -2454863.000000 Penalty: 2937.952393
	Iteration 49Q: 3 clusters Score -2454863 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2454883.000000 Penalty: 2937.952393
	Iteration 50Q: 3 clusters Score -2454883 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2454905.750000 Penalty: 2937.952393
	Iteration 51Q: 3 clusters Score -2454906 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2454917.250000 Penalty: 2937.952393
	Iteration 52Q: 3 clusters Score -2454917 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2454932.500000 Penalty: 2937.952393
	Iteration 53Q: 3 clusters Score -2454932 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2454942.000000 Penalty: 2937.952393
	Iteration 54Q: 3 clusters Score -2454942 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2454952.500000 Penalty: 2937.952393
	Iteration 55Q: 3 clusters Score -2454952 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -2454964.500000 Penalty: 2937.952393
	Iteration 56Q: 3 clusters Score -2454964 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2454969.500000 Penalty: 2937.952393
	Iteration 57Q: 3 clusters Score -2454970 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2454982.500000 Penalty: 2937.952393
	Iteration 58Q: 3 clusters Score -2454982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2454986.250000 Penalty: 2937.952393
	Iteration 59Q: 3 clusters Score -2454986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2454987.250000 Penalty: 2937.952393
	Iteration 60F: 3 clusters Score -2454987 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2454989.500000 Penalty: 2937.952393
	Iteration 61Q: 3 clusters Score -2454990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2454997.000000 Penalty: 2937.952393
	Iteration 62Q: 3 clusters Score -2454997 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2455000.250000 Penalty: 2937.952393
	Iteration 63Q: 3 clusters Score -2455000 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2455012.000000 Penalty: 2937.952393
	Iteration 64Q: 3 clusters Score -2455012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2455020.250000 Penalty: 2937.952393
	Iteration 65Q: 3 clusters Score -2455020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2455025.000000 Penalty: 2937.952393
	Iteration 66Q: 3 clusters Score -2455025 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -2455028.250000 Penalty: 2937.952393
	Iteration 67Q: 3 clusters Score -2455028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2455029.250000 Penalty: 2937.952393
	Iteration 68Q: 3 clusters Score -2455029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2455028.500000 Penalty: 2937.952393
	Iteration 69Q: 3 clusters Score -2455028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2455028.250000 Penalty: 2937.952393
	Iteration 70Q: 3 clusters Score -2455028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2455029.500000 Penalty: 2937.952393
	Iteration 71Q: 3 clusters Score -2455030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2455030.500000 Penalty: 2937.952393
	Iteration 72Q: 3 clusters Score -2455030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2455030.500000 Penalty: 2937.952393
	Iteration 73F: 3 clusters Score -2455030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Entering Unmasked Estep 
Score: -427855.750000 Penalty: 1221.180298
	Iteration 0F: 2 clusters Score -427855.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -424978.156250 Penalty: 2442.360596
	Iteration 0F: 3 clusters Score -424978.2 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -425786.656250 Penalty: 2442.360596
	Iteration 1F: 3 clusters Score -425786.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -425974.750000 Penalty: 2442.360596
	Iteration 2F: 3 clusters Score -425974.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -426099.093750 Penalty: 2442.360596
	Iteration 3F: 3 clusters Score -426099.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -426181.156250 Penalty: 2442.360596
	Iteration 4Q: 3 clusters Score -426181.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -426253.687500 Penalty: 2442.360596
	Iteration 5Q: 3 clusters Score -426253.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -426313.281250 Penalty: 2442.360596
	Iteration 6Q: 3 clusters Score -426313.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -426370.406250 Penalty: 2442.360596
	Iteration 7Q: 3 clusters Score -426370.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -426419.531250 Penalty: 2442.360596
	Iteration 8Q: 3 clusters Score -426419.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -426464.625000 Penalty: 2442.360596
	Iteration 9Q: 3 clusters Score -426464.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -426502.718750 Penalty: 2442.360596
	Iteration 10Q: 3 clusters Score -426502.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -426538.687500 Penalty: 2442.360596
	Iteration 11Q: 3 clusters Score -426538.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -426572.031250 Penalty: 2442.360596
	Iteration 12Q: 3 clusters Score -426572 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -426601.500000 Penalty: 2442.360596
	Iteration 13Q: 3 clusters Score -426601.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -426633.125000 Penalty: 2442.360596
	Iteration 14Q: 3 clusters Score -426633.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -426657.125000 Penalty: 2442.360596
	Iteration 15Q: 3 clusters Score -426657.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -426680.437500 Penalty: 2442.360596
	Iteration 16Q: 3 clusters Score -426680.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -426705.062500 Penalty: 2442.360596
	Iteration 17Q: 3 clusters Score -426705.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -426725.031250 Penalty: 2442.360596
	Iteration 18Q: 3 clusters Score -426725 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -426753.593750 Penalty: 2442.360596
	Iteration 19Q: 3 clusters Score -426753.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -426782.906250 Penalty: 2442.360596
	Iteration 20F: 3 clusters Score -426782.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -426812.906250 Penalty: 2442.360596
	Iteration 21Q: 3 clusters Score -426812.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -426849.406250 Penalty: 2442.360596
	Iteration 22Q: 3 clusters Score -426849.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -426891.437500 Penalty: 2442.360596
	Iteration 23Q: 3 clusters Score -426891.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -426947.375000 Penalty: 2442.360596
	Iteration 24Q: 3 clusters Score -426947.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -427003.562500 Penalty: 2442.360596
	Iteration 25Q: 3 clusters Score -427003.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -427030.750000 Penalty: 2442.360596
	Iteration 26Q: 3 clusters Score -427030.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -427042.562500 Penalty: 2442.360596
	Iteration 27Q: 3 clusters Score -427042.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -427055.187500 Penalty: 2442.360596
	Iteration 28Q: 3 clusters Score -427055.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -427066.406250 Penalty: 2442.360596
	Iteration 29Q: 3 clusters Score -427066.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -427082.312500 Penalty: 2442.360596
	Iteration 30Q: 3 clusters Score -427082.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -427091.656250 Penalty: 2442.360596
	Iteration 31Q: 3 clusters Score -427091.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -427101.062500 Penalty: 2442.360596
	Iteration 32Q: 3 clusters Score -427101.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -427110.250000 Penalty: 2442.360596
	Iteration 33Q: 3 clusters Score -427110.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -427123.593750 Penalty: 2442.360596
	Iteration 34Q: 3 clusters Score -427123.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -427133.312500 Penalty: 2442.360596
	Iteration 35Q: 3 clusters Score -427133.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -427145.593750 Penalty: 2442.360596
	Iteration 36Q: 3 clusters Score -427145.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -427152.375000 Penalty: 2442.360596
	Iteration 37Q: 3 clusters Score -427152.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -427166.812500 Penalty: 2442.360596
	Iteration 38Q: 3 clusters Score -427166.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -427176.812500 Penalty: 2442.360596
	Iteration 39Q: 3 clusters Score -427176.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -427184.687500 Penalty: 2442.360596
	Iteration 40F: 3 clusters Score -427184.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -427194.250000 Penalty: 2442.360596
	Iteration 41Q: 3 clusters Score -427194.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -427198.968750 Penalty: 2442.360596
	Iteration 42Q: 3 clusters Score -427199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -427202.437500 Penalty: 2442.360596
	Iteration 43Q: 3 clusters Score -427202.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -427206.468750 Penalty: 2442.360596
	Iteration 44Q: 3 clusters Score -427206.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -427211.656250 Penalty: 2442.360596
	Iteration 45Q: 3 clusters Score -427211.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -427215.468750 Penalty: 2442.360596
	Iteration 46Q: 3 clusters Score -427215.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -427217.656250 Penalty: 2442.360596
	Iteration 47Q: 3 clusters Score -427217.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -427220.562500 Penalty: 2442.360596
	Iteration 48Q: 3 clusters Score -427220.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -427220.937500 Penalty: 2442.360596
	Iteration 49Q: 3 clusters Score -427220.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -427220.937500 Penalty: 2442.360596
	Iteration 50F: 3 clusters Score -427220.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (14803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Entering Unmasked Estep 
Score: -1863573.625000 Penalty: 1428.864624
	Iteration 0F: 2 clusters Score -1863574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1853737.625000 Penalty: 2857.729248
	Iteration 0F: 3 clusters Score -1853738 nChanged 6424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1856979.500000 Penalty: 2857.729248
	Iteration 1F: 3 clusters Score -1856980 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1857313.250000 Penalty: 2857.729248
	Iteration 2F: 3 clusters Score -1857313 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1857540.125000 Penalty: 2857.729248
	Iteration 3Q: 3 clusters Score -1857540 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1857704.125000 Penalty: 2857.729248
	Iteration 4Q: 3 clusters Score -1857704 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1857849.625000 Penalty: 2857.729248
	Iteration 5Q: 3 clusters Score -1857850 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1857994.875000 Penalty: 2857.729248
	Iteration 6Q: 3 clusters Score -1857995 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1858164.250000 Penalty: 2857.729248
	Iteration 7Q: 3 clusters Score -1858164 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1858387.750000 Penalty: 2857.729248
	Iteration 8Q: 3 clusters Score -1858388 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1858686.750000 Penalty: 2857.729248
	Iteration 9Q: 3 clusters Score -1858687 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1859144.625000 Penalty: 2857.729248
	Iteration 10Q: 3 clusters Score -1859145 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1859807.375000 Penalty: 2857.729248
	Iteration 11F: 3 clusters Score -1859807 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1860545.375000 Penalty: 2857.729248
	Iteration 12F: 3 clusters Score -1860545 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1861171.875000 Penalty: 2857.729248
	Iteration 13Q: 3 clusters Score -1861172 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1861674.125000 Penalty: 2857.729248
	Iteration 14Q: 3 clusters Score -1861674 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1861949.375000 Penalty: 2857.729248
	Iteration 15Q: 3 clusters Score -1861949 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1862121.500000 Penalty: 2857.729248
	Iteration 16Q: 3 clusters Score -1862122 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1862212.875000 Penalty: 2857.729248
	Iteration 17Q: 3 clusters Score -1862213 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1862276.625000 Penalty: 2857.729248
	Iteration 18Q: 3 clusters Score -1862277 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1862310.750000 Penalty: 2857.729248
	Iteration 19Q: 3 clusters Score -1862311 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1862325.000000 Penalty: 2857.729248
	Iteration 20F: 3 clusters Score -1862325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1862337.625000 Penalty: 2857.729248
	Iteration 21Q: 3 clusters Score -1862338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1862345.125000 Penalty: 2857.729248
	Iteration 22Q: 3 clusters Score -1862345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1862349.000000 Penalty: 2857.729248
	Iteration 23Q: 3 clusters Score -1862349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1862352.250000 Penalty: 2857.729248
	Iteration 24Q: 3 clusters Score -1862352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1862357.750000 Penalty: 2857.729248
	Iteration 25Q: 3 clusters Score -1862358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1862357.750000 Penalty: 2857.729248
	Iteration 26F: 3 clusters Score -1862358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Entering Unmasked Estep 
Score: -647858.312500 Penalty: 1281.242676
	Iteration 0F: 2 clusters Score -647858.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -643864.250000 Penalty: 2562.485352
	Iteration 0F: 3 clusters Score -643864.2 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -645118.875000 Penalty: 2562.485352
	Iteration 1F: 3 clusters Score -645118.9 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -645352.875000 Penalty: 2562.485352
	Iteration 2F: 3 clusters Score -645352.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -645480.125000 Penalty: 2562.485352
	Iteration 3Q: 3 clusters Score -645480.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -645590.187500 Penalty: 2562.485352
	Iteration 4Q: 3 clusters Score -645590.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -645695.187500 Penalty: 2562.485352
	Iteration 5Q: 3 clusters Score -645695.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -645790.750000 Penalty: 2562.485352
	Iteration 6Q: 3 clusters Score -645790.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -645885.687500 Penalty: 2562.485352
	Iteration 7Q: 3 clusters Score -645885.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -645999.687500 Penalty: 2562.485352
	Iteration 8Q: 3 clusters Score -645999.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -646153.062500 Penalty: 2562.485352
	Iteration 9Q: 3 clusters Score -646153.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -646345.812500 Penalty: 2562.485352
	Iteration 10Q: 3 clusters Score -646345.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -646584.125000 Penalty: 2562.485352
	Iteration 11Q: 3 clusters Score -646584.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -646862.750000 Penalty: 2562.485352
	Iteration 12F: 3 clusters Score -646862.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -647096.937500 Penalty: 2562.485352
	Iteration 13Q: 3 clusters Score -647096.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -647264.437500 Penalty: 2562.485352
	Iteration 14Q: 3 clusters Score -647264.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -647379.437500 Penalty: 2562.485352
	Iteration 15Q: 3 clusters Score -647379.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -647465.000000 Penalty: 2562.485352
	Iteration 16Q: 3 clusters Score -647465 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -647524.062500 Penalty: 2562.485352
	Iteration 17Q: 3 clusters Score -647524.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -647558.750000 Penalty: 2562.485352
	Iteration 18Q: 3 clusters Score -647558.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -647583.750000 Penalty: 2562.485352
	Iteration 19Q: 3 clusters Score -647583.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -647601.812500 Penalty: 2562.485352
	Iteration 20F: 3 clusters Score -647601.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -647616.812500 Penalty: 2562.485352
	Iteration 21Q: 3 clusters Score -647616.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -647628.437500 Penalty: 2562.485352
	Iteration 22Q: 3 clusters Score -647628.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -647636.500000 Penalty: 2562.485352
	Iteration 23Q: 3 clusters Score -647636.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -647644.687500 Penalty: 2562.485352
	Iteration 24Q: 3 clusters Score -647644.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -647650.687500 Penalty: 2562.485352
	Iteration 25Q: 3 clusters Score -647650.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -647654.750000 Penalty: 2562.485352
	Iteration 26Q: 3 clusters Score -647654.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -647660.312500 Penalty: 2562.485352
	Iteration 27Q: 3 clusters Score -647660.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -647667.750000 Penalty: 2562.485352
	Iteration 28Q: 3 clusters Score -647667.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -647670.000000 Penalty: 2562.485352
	Iteration 29Q: 3 clusters Score -647670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -647672.875000 Penalty: 2562.485352
	Iteration 30Q: 3 clusters Score -647672.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -647674.625000 Penalty: 2562.485352
	Iteration 31Q: 3 clusters Score -647674.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -647675.250000 Penalty: 2562.485352
	Iteration 32Q: 3 clusters Score -647675.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -647678.375000 Penalty: 2562.485352
	Iteration 33Q: 3 clusters Score -647678.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -647679.000000 Penalty: 2562.485352
	Iteration 34Q: 3 clusters Score -647679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -647679.750000 Penalty: 2562.485352
	Iteration 35Q: 3 clusters Score -647679.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -647681.937500 Penalty: 2562.485352
	Iteration 36Q: 3 clusters Score -647681.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -647683.250000 Penalty: 2562.485352
	Iteration 37Q: 3 clusters Score -647683.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -647684.812500 Penalty: 2562.485352
	Iteration 38Q: 3 clusters Score -647684.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -647686.687500 Penalty: 2562.485352
	Iteration 39Q: 3 clusters Score -647686.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -647686.812500 Penalty: 2562.485352
	Iteration 40F: 3 clusters Score -647686.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -647688.437500 Penalty: 2562.485352
	Iteration 41Q: 3 clusters Score -647688.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -647688.437500 Penalty: 2562.485352
	Iteration 42Q: 3 clusters Score -647688.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -647689.500000 Penalty: 2562.485352
	Iteration 43Q: 3 clusters Score -647689.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -647689.250000 Penalty: 2562.485352
	Iteration 44Q: 3 clusters Score -647689.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -647690.562500 Penalty: 2562.485352
	Iteration 45Q: 3 clusters Score -647690.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -647690.562500 Penalty: 2562.485352
	Iteration 46F: 3 clusters Score -647690.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (14076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Entering Unmasked Estep 
Score: -1674277.875000 Penalty: 1421.371216
	Iteration 0F: 2 clusters Score -1674278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1664973.625000 Penalty: 2842.742432
	Iteration 0F: 3 clusters Score -1664974 nChanged 6053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1668354.625000 Penalty: 2842.742432
	Iteration 1F: 3 clusters Score -1668355 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1668788.750000 Penalty: 2842.742432
	Iteration 2F: 3 clusters Score -1668789 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1669094.875000 Penalty: 2842.742432
	Iteration 3F: 3 clusters Score -1669095 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1669443.500000 Penalty: 2842.742432
	Iteration 4Q: 3 clusters Score -1669444 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1669808.875000 Penalty: 2842.742432
	Iteration 5Q: 3 clusters Score -1669809 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1670196.000000 Penalty: 2842.742432
	Iteration 6Q: 3 clusters Score -1670196 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1670623.125000 Penalty: 2842.742432
	Iteration 7Q: 3 clusters Score -1670623 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1671068.375000 Penalty: 2842.742432
	Iteration 8Q: 3 clusters Score -1671068 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1671546.000000 Penalty: 2842.742432
	Iteration 9Q: 3 clusters Score -1671546 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1671994.125000 Penalty: 2842.742432
	Iteration 10Q: 3 clusters Score -1671994 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1672419.125000 Penalty: 2842.742432
	Iteration 11Q: 3 clusters Score -1672419 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1672701.500000 Penalty: 2842.742432
	Iteration 12Q: 3 clusters Score -1672702 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1672864.250000 Penalty: 2842.742432
	Iteration 13Q: 3 clusters Score -1672864 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1672978.250000 Penalty: 2842.742432
	Iteration 14Q: 3 clusters Score -1672978 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1673056.500000 Penalty: 2842.742432
	Iteration 15Q: 3 clusters Score -1673056 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1673101.625000 Penalty: 2842.742432
	Iteration 16Q: 3 clusters Score -1673102 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1673137.625000 Penalty: 2842.742432
	Iteration 17Q: 3 clusters Score -1673138 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1673177.625000 Penalty: 2842.742432
	Iteration 18Q: 3 clusters Score -1673178 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1673209.250000 Penalty: 2842.742432
	Iteration 19Q: 3 clusters Score -1673209 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1673227.750000 Penalty: 2842.742432
	Iteration 20F: 3 clusters Score -1673228 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1673244.750000 Penalty: 2842.742432
	Iteration 21Q: 3 clusters Score -1673245 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1673249.875000 Penalty: 2842.742432
	Iteration 22Q: 3 clusters Score -1673250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1673254.500000 Penalty: 2842.742432
	Iteration 23Q: 3 clusters Score -1673254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1673255.250000 Penalty: 2842.742432
	Iteration 24Q: 3 clusters Score -1673255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1673255.250000 Penalty: 2842.742432
	Iteration 25F: 3 clusters Score -1673255 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (11954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Entering Unmasked Estep 
Score: -1434810.500000 Penalty: 1397.056641
	Iteration 0F: 2 clusters Score -1434810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1426853.000000 Penalty: 2794.113281
	Iteration 0F: 3 clusters Score -1426853 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1429606.750000 Penalty: 2794.113281
	Iteration 1F: 3 clusters Score -1429607 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1430037.875000 Penalty: 2794.113281
	Iteration 2F: 3 clusters Score -1430038 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1430400.000000 Penalty: 2794.113281
	Iteration 3F: 3 clusters Score -1430400 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1430675.375000 Penalty: 2794.113281
	Iteration 4Q: 3 clusters Score -1430675 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1430936.500000 Penalty: 2794.113281
	Iteration 5Q: 3 clusters Score -1430936 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1431224.125000 Penalty: 2794.113281
	Iteration 6Q: 3 clusters Score -1431224 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1431539.750000 Penalty: 2794.113281
	Iteration 7Q: 3 clusters Score -1431540 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1431883.375000 Penalty: 2794.113281
	Iteration 8Q: 3 clusters Score -1431883 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1432278.375000 Penalty: 2794.113281
	Iteration 9Q: 3 clusters Score -1432278 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1432706.875000 Penalty: 2794.113281
	Iteration 10Q: 3 clusters Score -1432707 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1433107.875000 Penalty: 2794.113281
	Iteration 11Q: 3 clusters Score -1433108 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1433420.000000 Penalty: 2794.113281
	Iteration 12Q: 3 clusters Score -1433420 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1433608.500000 Penalty: 2794.113281
	Iteration 13Q: 3 clusters Score -1433608 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1433730.875000 Penalty: 2794.113281
	Iteration 14Q: 3 clusters Score -1433731 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1433824.250000 Penalty: 2794.113281
	Iteration 15Q: 3 clusters Score -1433824 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1433891.875000 Penalty: 2794.113281
	Iteration 16Q: 3 clusters Score -1433892 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1433933.125000 Penalty: 2794.113281
	Iteration 17Q: 3 clusters Score -1433933 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1433967.250000 Penalty: 2794.113281
	Iteration 18Q: 3 clusters Score -1433967 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1433987.000000 Penalty: 2794.113281
	Iteration 19Q: 3 clusters Score -1433987 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1434003.750000 Penalty: 2794.113281
	Iteration 20F: 3 clusters Score -1434004 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1434010.000000 Penalty: 2794.113281
	Iteration 21Q: 3 clusters Score -1434010 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1434017.750000 Penalty: 2794.113281
	Iteration 22Q: 3 clusters Score -1434018 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1434026.500000 Penalty: 2794.113281
	Iteration 23Q: 3 clusters Score -1434026 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1434029.500000 Penalty: 2794.113281
	Iteration 24Q: 3 clusters Score -1434030 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1434030.750000 Penalty: 2794.113281
	Iteration 25Q: 3 clusters Score -1434031 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1434034.375000 Penalty: 2794.113281
	Iteration 26Q: 3 clusters Score -1434034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1434032.625000 Penalty: 2794.113281
	Iteration 27Q: 3 clusters Score -1434033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1434033.375000 Penalty: 2794.113281
	Iteration 28Q: 3 clusters Score -1434033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1434033.375000 Penalty: 2794.113281
	Iteration 29F: 3 clusters Score -1434033 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Entering Unmasked Estep 
Score: -24412.658203 Penalty: 857.860474
	Iteration 0F: 2 clusters Score -24412.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -23730.544922 Penalty: 1715.720947
	Iteration 0F: 3 clusters Score -23730.54 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -23861.855469 Penalty: 1715.720947
	Iteration 1F: 3 clusters Score -23861.86 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -23941.060547 Penalty: 1715.720947
	Iteration 2F: 3 clusters Score -23941.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -23978.968750 Penalty: 1715.720947
	Iteration 3Q: 3 clusters Score -23978.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -24030.568359 Penalty: 1715.720947
	Iteration 4Q: 3 clusters Score -24030.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -24043.488281 Penalty: 1715.720947
	Iteration 5Q: 3 clusters Score -24043.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -24045.203125 Penalty: 1715.720947
	Iteration 6Q: 3 clusters Score -24045.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -24045.203125 Penalty: 1715.720947
	Iteration 7F: 3 clusters Score -24045.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (16094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Entering Unmasked Estep 
Score: -2045099.000000 Penalty: 1441.306885
	Iteration 0F: 2 clusters Score -2045099 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -2034536.875000 Penalty: 2882.613770
	Iteration 0F: 3 clusters Score -2034537 nChanged 6956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -2038111.125000 Penalty: 2882.613770
	Iteration 1F: 3 clusters Score -2038111 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -2038422.250000 Penalty: 2882.613770
	Iteration 2F: 3 clusters Score -2038422 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -2038661.500000 Penalty: 2882.613770
	Iteration 3Q: 3 clusters Score -2038662 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -2038836.750000 Penalty: 2882.613770
	Iteration 4Q: 3 clusters Score -2038837 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -2038981.750000 Penalty: 2882.613770
	Iteration 5Q: 3 clusters Score -2038982 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -2039089.125000 Penalty: 2882.613770
	Iteration 6Q: 3 clusters Score -2039089 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -2039215.125000 Penalty: 2882.613770
	Iteration 7Q: 3 clusters Score -2039215 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -2039368.500000 Penalty: 2882.613770
	Iteration 8Q: 3 clusters Score -2039368 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -2039534.625000 Penalty: 2882.613770
	Iteration 9Q: 3 clusters Score -2039535 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -2039739.750000 Penalty: 2882.613770
	Iteration 10Q: 3 clusters Score -2039740 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -2039971.625000 Penalty: 2882.613770
	Iteration 11Q: 3 clusters Score -2039972 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -2040276.875000 Penalty: 2882.613770
	Iteration 12Q: 3 clusters Score -2040277 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -2040701.375000 Penalty: 2882.613770
	Iteration 13Q: 3 clusters Score -2040701 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -2041194.000000 Penalty: 2882.613770
	Iteration 14Q: 3 clusters Score -2041194 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -2041791.000000 Penalty: 2882.613770
	Iteration 15F: 3 clusters Score -2041791 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -2042337.250000 Penalty: 2882.613770
	Iteration 16Q: 3 clusters Score -2042337 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -2042791.750000 Penalty: 2882.613770
	Iteration 17Q: 3 clusters Score -2042792 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -2043107.375000 Penalty: 2882.613770
	Iteration 18Q: 3 clusters Score -2043107 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -2043355.750000 Penalty: 2882.613770
	Iteration 19Q: 3 clusters Score -2043356 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -2043522.875000 Penalty: 2882.613770
	Iteration 20F: 3 clusters Score -2043523 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -2043655.625000 Penalty: 2882.613770
	Iteration 21Q: 3 clusters Score -2043656 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -2043746.000000 Penalty: 2882.613770
	Iteration 22Q: 3 clusters Score -2043746 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -2043816.125000 Penalty: 2882.613770
	Iteration 23Q: 3 clusters Score -2043816 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -2043856.375000 Penalty: 2882.613770
	Iteration 24Q: 3 clusters Score -2043856 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -2043895.500000 Penalty: 2882.613770
	Iteration 25Q: 3 clusters Score -2043896 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -2043924.250000 Penalty: 2882.613770
	Iteration 26Q: 3 clusters Score -2043924 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -2043945.875000 Penalty: 2882.613770
	Iteration 27Q: 3 clusters Score -2043946 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -2043963.875000 Penalty: 2882.613770
	Iteration 28Q: 3 clusters Score -2043964 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -2043982.000000 Penalty: 2882.613770
	Iteration 29Q: 3 clusters Score -2043982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -2043992.625000 Penalty: 2882.613770
	Iteration 30Q: 3 clusters Score -2043993 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -2044001.750000 Penalty: 2882.613770
	Iteration 31Q: 3 clusters Score -2044002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -2044005.875000 Penalty: 2882.613770
	Iteration 32Q: 3 clusters Score -2044006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -2044015.000000 Penalty: 2882.613770
	Iteration 33Q: 3 clusters Score -2044015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -2044017.250000 Penalty: 2882.613770
	Iteration 34Q: 3 clusters Score -2044017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -2044020.625000 Penalty: 2882.613770
	Iteration 35Q: 3 clusters Score -2044021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -2044021.250000 Penalty: 2882.613770
	Iteration 36Q: 3 clusters Score -2044021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -2044021.250000 Penalty: 2882.613770
	Iteration 37F: 3 clusters Score -2044021 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Entering Unmasked Estep 
Score: -38729.703125 Penalty: 894.476562
	Iteration 0F: 2 clusters Score -38729.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -37954.132812 Penalty: 1788.953125
	Iteration 0F: 3 clusters Score -37954.13 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -38076.359375 Penalty: 1788.953125
	Iteration 1F: 3 clusters Score -38076.36 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -38141.234375 Penalty: 1788.953125
	Iteration 2F: 3 clusters Score -38141.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -38164.355469 Penalty: 1788.953125
	Iteration 3Q: 3 clusters Score -38164.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -38170.351562 Penalty: 1788.953125
	Iteration 4Q: 3 clusters Score -38170.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -38170.351562 Penalty: 1788.953125
	Iteration 5F: 3 clusters Score -38170.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Entering Unmasked Estep 
Score: -188055.656250 Penalty: 1100.392090
	Iteration 0F: 2 clusters Score -188055.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -186418.078125 Penalty: 2200.784180
	Iteration 0F: 3 clusters Score -186418.1 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -186821.046875 Penalty: 2200.784180
	Iteration 1F: 3 clusters Score -186821 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -186915.468750 Penalty: 2200.784180
	Iteration 2F: 3 clusters Score -186915.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -186966.812500 Penalty: 2200.784180
	Iteration 3Q: 3 clusters Score -186966.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -186987.500000 Penalty: 2200.784180
	Iteration 4Q: 3 clusters Score -186987.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -187009.828125 Penalty: 2200.784180
	Iteration 5Q: 3 clusters Score -187009.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -187025.640625 Penalty: 2200.784180
	Iteration 6Q: 3 clusters Score -187025.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -187038.062500 Penalty: 2200.784180
	Iteration 7Q: 3 clusters Score -187038.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -187051.562500 Penalty: 2200.784180
	Iteration 8Q: 3 clusters Score -187051.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -187057.546875 Penalty: 2200.784180
	Iteration 9Q: 3 clusters Score -187057.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -187065.328125 Penalty: 2200.784180
	Iteration 10Q: 3 clusters Score -187065.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -187074.078125 Penalty: 2200.784180
	Iteration 11Q: 3 clusters Score -187074.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -187082.375000 Penalty: 2200.784180
	Iteration 12Q: 3 clusters Score -187082.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -187091.171875 Penalty: 2200.784180
	Iteration 13Q: 3 clusters Score -187091.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -187103.656250 Penalty: 2200.784180
	Iteration 14Q: 3 clusters Score -187103.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -187119.937500 Penalty: 2200.784180
	Iteration 15Q: 3 clusters Score -187119.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -187130.296875 Penalty: 2200.784180
	Iteration 16Q: 3 clusters Score -187130.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -187134.953125 Penalty: 2200.784180
	Iteration 17Q: 3 clusters Score -187135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -187140.390625 Penalty: 2200.784180
	Iteration 18Q: 3 clusters Score -187140.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -187142.093750 Penalty: 2200.784180
	Iteration 19Q: 3 clusters Score -187142.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -187145.375000 Penalty: 2200.784180
	Iteration 20F: 3 clusters Score -187145.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -187147.046875 Penalty: 2200.784180
	Iteration 21Q: 3 clusters Score -187147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -187149.218750 Penalty: 2200.784180
	Iteration 22Q: 3 clusters Score -187149.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -187150.671875 Penalty: 2200.784180
	Iteration 23Q: 3 clusters Score -187150.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -187151.781250 Penalty: 2200.784180
	Iteration 24Q: 3 clusters Score -187151.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -187154.937500 Penalty: 2200.784180
	Iteration 25Q: 3 clusters Score -187154.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -187158.109375 Penalty: 2200.784180
	Iteration 26Q: 3 clusters Score -187158.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -187161.937500 Penalty: 2200.784180
	Iteration 27Q: 3 clusters Score -187161.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -187164.015625 Penalty: 2200.784180
	Iteration 28Q: 3 clusters Score -187164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -187168.171875 Penalty: 2200.784180
	Iteration 29Q: 3 clusters Score -187168.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -187169.765625 Penalty: 2200.784180
	Iteration 30Q: 3 clusters Score -187169.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -187170.781250 Penalty: 2200.784180
	Iteration 31Q: 3 clusters Score -187170.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -187171.906250 Penalty: 2200.784180
	Iteration 32Q: 3 clusters Score -187171.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -187176.578125 Penalty: 2200.784180
	Iteration 33Q: 3 clusters Score -187176.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -187180.843750 Penalty: 2200.784180
	Iteration 34Q: 3 clusters Score -187180.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -187186.890625 Penalty: 2200.784180
	Iteration 35Q: 3 clusters Score -187186.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -187193.781250 Penalty: 2200.784180
	Iteration 36Q: 3 clusters Score -187193.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -187201.500000 Penalty: 2200.784180
	Iteration 37Q: 3 clusters Score -187201.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -187208.140625 Penalty: 2200.784180
	Iteration 38Q: 3 clusters Score -187208.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -187211.093750 Penalty: 2200.784180
	Iteration 39Q: 3 clusters Score -187211.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -187214.000000 Penalty: 2200.784180
	Iteration 40F: 3 clusters Score -187214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Entering Unmasked Estep 
Score: -12719.684570 Penalty: 783.088318
	Iteration 0F: 2 clusters Score -12719.68 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 107 members 
Entering Unmasked Estep 
Score: -12211.441406 Penalty: 1566.176636
	Iteration 0F: 3 clusters Score -12211.44 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -12384.791992 Penalty: 1566.176636
	Iteration 1F: 3 clusters Score -12384.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -12434.935547 Penalty: 1566.176636
	Iteration 2Q: 3 clusters Score -12434.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -12444.033203 Penalty: 1566.176636
	Iteration 3Q: 3 clusters Score -12444.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -12445.875977 Penalty: 1566.176636
	Iteration 4Q: 3 clusters Score -12445.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -12465.735352 Penalty: 1566.176636
	Iteration 5Q: 3 clusters Score -12465.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -12465.735352 Penalty: 1566.176636
	Iteration 6F: 3 clusters Score -12465.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -28486.371094 Penalty: 853.121216
	Iteration 0F: 2 clusters Score -28486.37 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 164 members 
Entering Unmasked Estep 
Score: -27735.781250 Penalty: 1706.242432
	Iteration 0F: 3 clusters Score -27735.78 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -27834.720703 Penalty: 1706.242432
	Iteration 1F: 3 clusters Score -27834.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -27886.822266 Penalty: 1706.242432
	Iteration 2Q: 3 clusters Score -27886.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -27891.505859 Penalty: 1706.242432
	Iteration 3Q: 3 clusters Score -27891.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -27893.746094 Penalty: 1706.242432
	Iteration 4Q: 3 clusters Score -27893.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -27893.746094 Penalty: 1706.242432
	Iteration 5F: 3 clusters Score -27893.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (6903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Entering Unmasked Estep 
Score: -874932.812500 Penalty: 1315.348999
	Iteration 0F: 2 clusters Score -874932.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -870065.937500 Penalty: 2630.697998
	Iteration 0F: 3 clusters Score -870065.9 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -871534.625000 Penalty: 2630.697998
	Iteration 1F: 3 clusters Score -871534.6 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -871763.812500 Penalty: 2630.697998
	Iteration 2F: 3 clusters Score -871763.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -871926.625000 Penalty: 2630.697998
	Iteration 3Q: 3 clusters Score -871926.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -872056.312500 Penalty: 2630.697998
	Iteration 4Q: 3 clusters Score -872056.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -872152.625000 Penalty: 2630.697998
	Iteration 5Q: 3 clusters Score -872152.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -872227.375000 Penalty: 2630.697998
	Iteration 6Q: 3 clusters Score -872227.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -872295.812500 Penalty: 2630.697998
	Iteration 7Q: 3 clusters Score -872295.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -872367.062500 Penalty: 2630.697998
	Iteration 8Q: 3 clusters Score -872367.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -872439.062500 Penalty: 2630.697998
	Iteration 9Q: 3 clusters Score -872439.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -872517.062500 Penalty: 2630.697998
	Iteration 10Q: 3 clusters Score -872517.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -872604.500000 Penalty: 2630.697998
	Iteration 11Q: 3 clusters Score -872604.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -872696.250000 Penalty: 2630.697998
	Iteration 12Q: 3 clusters Score -872696.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -872821.437500 Penalty: 2630.697998
	Iteration 13Q: 3 clusters Score -872821.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -872957.437500 Penalty: 2630.697998
	Iteration 14Q: 3 clusters Score -872957.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -873083.750000 Penalty: 2630.697998
	Iteration 15Q: 3 clusters Score -873083.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -873206.875000 Penalty: 2630.697998
	Iteration 16Q: 3 clusters Score -873206.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -873313.062500 Penalty: 2630.697998
	Iteration 17Q: 3 clusters Score -873313.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -873425.750000 Penalty: 2630.697998
	Iteration 18Q: 3 clusters Score -873425.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -873527.312500 Penalty: 2630.697998
	Iteration 19Q: 3 clusters Score -873527.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -873593.250000 Penalty: 2630.697998
	Iteration 20F: 3 clusters Score -873593.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -873647.687500 Penalty: 2630.697998
	Iteration 21Q: 3 clusters Score -873647.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -873693.937500 Penalty: 2630.697998
	Iteration 22Q: 3 clusters Score -873693.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -873736.250000 Penalty: 2630.697998
	Iteration 23Q: 3 clusters Score -873736.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -873777.687500 Penalty: 2630.697998
	Iteration 24Q: 3 clusters Score -873777.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -873804.375000 Penalty: 2630.697998
	Iteration 25Q: 3 clusters Score -873804.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -873816.375000 Penalty: 2630.697998
	Iteration 26Q: 3 clusters Score -873816.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -873823.812500 Penalty: 2630.697998
	Iteration 27Q: 3 clusters Score -873823.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -873826.750000 Penalty: 2630.697998
	Iteration 28Q: 3 clusters Score -873826.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -873830.437500 Penalty: 2630.697998
	Iteration 29Q: 3 clusters Score -873830.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -873830.437500 Penalty: 2630.697998
	Iteration 30F: 3 clusters Score -873830.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Entering Unmasked Estep 
Score: -44846.449219 Penalty: 891.901489
	Iteration 0F: 2 clusters Score -44846.45 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 188 members 
Entering Unmasked Estep 
Score: -44059.144531 Penalty: 1783.802979
	Iteration 0F: 3 clusters Score -44059.14 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -44225.839844 Penalty: 1783.802979
	Iteration 1F: 3 clusters Score -44225.84 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -44298.304688 Penalty: 1783.802979
	Iteration 2Q: 3 clusters Score -44298.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -44342.750000 Penalty: 1783.802979
	Iteration 3Q: 3 clusters Score -44342.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -44352.871094 Penalty: 1783.802979
	Iteration 4Q: 3 clusters Score -44352.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -44352.871094 Penalty: 1783.802979
	Iteration 5F: 3 clusters Score -44352.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (11927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Entering Unmasked Estep 
Score: -1488839.625000 Penalty: 1396.720215
	Iteration 0F: 2 clusters Score -1488840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1480936.125000 Penalty: 2793.440430
	Iteration 0F: 3 clusters Score -1480936 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1483635.375000 Penalty: 2793.440430
	Iteration 1F: 3 clusters Score -1483635 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1484012.250000 Penalty: 2793.440430
	Iteration 2F: 3 clusters Score -1484012 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1484353.625000 Penalty: 2793.440430
	Iteration 3F: 3 clusters Score -1484354 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1484757.625000 Penalty: 2793.440430
	Iteration 4F: 3 clusters Score -1484758 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1485221.500000 Penalty: 2793.440430
	Iteration 5F: 3 clusters Score -1485222 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1485702.875000 Penalty: 2793.440430
	Iteration 6F: 3 clusters Score -1485703 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1486134.750000 Penalty: 2793.440430
	Iteration 7F: 3 clusters Score -1486135 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1486549.750000 Penalty: 2793.440430
	Iteration 8Q: 3 clusters Score -1486550 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1486932.500000 Penalty: 2793.440430
	Iteration 9Q: 3 clusters Score -1486932 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1487270.250000 Penalty: 2793.440430
	Iteration 10Q: 3 clusters Score -1487270 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1487596.375000 Penalty: 2793.440430
	Iteration 11Q: 3 clusters Score -1487596 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1487804.625000 Penalty: 2793.440430
	Iteration 12Q: 3 clusters Score -1487805 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1487950.500000 Penalty: 2793.440430
	Iteration 13Q: 3 clusters Score -1487950 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1488042.750000 Penalty: 2793.440430
	Iteration 14Q: 3 clusters Score -1488043 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1488089.125000 Penalty: 2793.440430
	Iteration 15Q: 3 clusters Score -1488089 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1488105.750000 Penalty: 2793.440430
	Iteration 16Q: 3 clusters Score -1488106 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1488116.375000 Penalty: 2793.440430
	Iteration 17Q: 3 clusters Score -1488116 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1488137.000000 Penalty: 2793.440430
	Iteration 18Q: 3 clusters Score -1488137 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1488142.625000 Penalty: 2793.440430
	Iteration 19Q: 3 clusters Score -1488143 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1488149.000000 Penalty: 2793.440430
	Iteration 20F: 3 clusters Score -1488149 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1488150.625000 Penalty: 2793.440430
	Iteration 21Q: 3 clusters Score -1488151 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1488154.875000 Penalty: 2793.440430
	Iteration 22Q: 3 clusters Score -1488155 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1488160.000000 Penalty: 2793.440430
	Iteration 23Q: 3 clusters Score -1488160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1488161.125000 Penalty: 2793.440430
	Iteration 24Q: 3 clusters Score -1488161 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1488160.500000 Penalty: 2793.440430
	Iteration 25Q: 3 clusters Score -1488160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1488161.750000 Penalty: 2793.440430
	Iteration 26Q: 3 clusters Score -1488162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1488161.125000 Penalty: 2793.440430
	Iteration 27Q: 3 clusters Score -1488161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1488163.375000 Penalty: 2793.440430
	Iteration 28Q: 3 clusters Score -1488163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1488163.375000 Penalty: 2793.440430
	Iteration 29F: 3 clusters Score -1488163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (9432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Entering Unmasked Estep 
Score: -1197133.750000 Penalty: 1361.797241
	Iteration 0F: 2 clusters Score -1197134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1190745.000000 Penalty: 2723.594482
	Iteration 0F: 3 clusters Score -1190745 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1192839.625000 Penalty: 2723.594482
	Iteration 1F: 3 clusters Score -1192840 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1193105.000000 Penalty: 2723.594482
	Iteration 2F: 3 clusters Score -1193105 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1193303.625000 Penalty: 2723.594482
	Iteration 3Q: 3 clusters Score -1193304 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1193465.875000 Penalty: 2723.594482
	Iteration 4Q: 3 clusters Score -1193466 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1193607.250000 Penalty: 2723.594482
	Iteration 5Q: 3 clusters Score -1193607 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1193760.750000 Penalty: 2723.594482
	Iteration 6Q: 3 clusters Score -1193761 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1193925.625000 Penalty: 2723.594482
	Iteration 7Q: 3 clusters Score -1193926 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1194103.125000 Penalty: 2723.594482
	Iteration 8Q: 3 clusters Score -1194103 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1194288.875000 Penalty: 2723.594482
	Iteration 9Q: 3 clusters Score -1194289 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1194482.750000 Penalty: 2723.594482
	Iteration 10Q: 3 clusters Score -1194483 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1194696.125000 Penalty: 2723.594482
	Iteration 11Q: 3 clusters Score -1194696 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1194890.750000 Penalty: 2723.594482
	Iteration 12Q: 3 clusters Score -1194891 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1195080.000000 Penalty: 2723.594482
	Iteration 13Q: 3 clusters Score -1195080 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1195253.875000 Penalty: 2723.594482
	Iteration 14Q: 3 clusters Score -1195254 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1195412.625000 Penalty: 2723.594482
	Iteration 15Q: 3 clusters Score -1195413 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1195546.625000 Penalty: 2723.594482
	Iteration 16Q: 3 clusters Score -1195547 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1195652.250000 Penalty: 2723.594482
	Iteration 17Q: 3 clusters Score -1195652 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1195742.625000 Penalty: 2723.594482
	Iteration 18Q: 3 clusters Score -1195743 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1195829.500000 Penalty: 2723.594482
	Iteration 19Q: 3 clusters Score -1195830 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1195891.750000 Penalty: 2723.594482
	Iteration 20F: 3 clusters Score -1195892 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1195943.250000 Penalty: 2723.594482
	Iteration 21Q: 3 clusters Score -1195943 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1195983.500000 Penalty: 2723.594482
	Iteration 22Q: 3 clusters Score -1195984 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1196013.500000 Penalty: 2723.594482
	Iteration 23Q: 3 clusters Score -1196014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1196026.000000 Penalty: 2723.594482
	Iteration 24Q: 3 clusters Score -1196026 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1196038.875000 Penalty: 2723.594482
	Iteration 25Q: 3 clusters Score -1196039 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1196045.500000 Penalty: 2723.594482
	Iteration 26Q: 3 clusters Score -1196046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1196059.500000 Penalty: 2723.594482
	Iteration 27Q: 3 clusters Score -1196060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1196065.625000 Penalty: 2723.594482
	Iteration 28Q: 3 clusters Score -1196066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1196066.750000 Penalty: 2723.594482
	Iteration 29Q: 3 clusters Score -1196067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1196068.625000 Penalty: 2723.594482
	Iteration 30Q: 3 clusters Score -1196069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1196069.500000 Penalty: 2723.594482
	Iteration 31Q: 3 clusters Score -1196070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1196071.500000 Penalty: 2723.594482
	Iteration 32Q: 3 clusters Score -1196072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1196076.250000 Penalty: 2723.594482
	Iteration 33Q: 3 clusters Score -1196076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1196078.750000 Penalty: 2723.594482
	Iteration 34Q: 3 clusters Score -1196079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1196083.875000 Penalty: 2723.594482
	Iteration 35Q: 3 clusters Score -1196084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1196087.875000 Penalty: 2723.594482
	Iteration 36Q: 3 clusters Score -1196088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1196087.750000 Penalty: 2723.594482
	Iteration 37Q: 3 clusters Score -1196088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1196090.375000 Penalty: 2723.594482
	Iteration 38Q: 3 clusters Score -1196090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1196092.500000 Penalty: 2723.594482
	Iteration 39Q: 3 clusters Score -1196092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1196097.000000 Penalty: 2723.594482
	Iteration 40F: 3 clusters Score -1196097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1196096.500000 Penalty: 2723.594482
	Iteration 41Q: 3 clusters Score -1196096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1196099.250000 Penalty: 2723.594482
	Iteration 42Q: 3 clusters Score -1196099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1196100.000000 Penalty: 2723.594482
	Iteration 43Q: 3 clusters Score -1196100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1196100.000000 Penalty: 2723.594482
	Iteration 44F: 3 clusters Score -1196100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (49873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49873 members 
Entering Unmasked Estep 
Score: -6366330.000000 Penalty: 1609.604614
	Iteration 0F: 2 clusters Score -6366330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24953 members 
Mstep: Class 2 contains 24920 members 
Entering Unmasked Estep 
Score: -6334627.500000 Penalty: 3219.209229
	Iteration 0F: 3 clusters Score -6334628 nChanged 22948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25099 members 
Mstep: Class 2 contains 24774 members 
Entering Unmasked Estep 
Score: -6347288.000000 Penalty: 3219.209229
	Iteration 1F: 3 clusters Score -6347288 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 24790 members 
Entering Unmasked Estep 
Score: -6347814.000000 Penalty: 3219.209229
	Iteration 2Q: 3 clusters Score -6347814 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25018 members 
Mstep: Class 2 contains 24855 members 
Entering Unmasked Estep 
Score: -6348320.500000 Penalty: 3219.209229
	Iteration 3Q: 3 clusters Score -6348320 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 24968 members 
Entering Unmasked Estep 
Score: -6348820.500000 Penalty: 3219.209229
	Iteration 4Q: 3 clusters Score -6348820 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24772 members 
Mstep: Class 2 contains 25101 members 
Entering Unmasked Estep 
Score: -6349235.000000 Penalty: 3219.209229
	Iteration 5Q: 3 clusters Score -6349235 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24556 members 
Mstep: Class 2 contains 25317 members 
Entering Unmasked Estep 
Score: -6349738.000000 Penalty: 3219.209229
	Iteration 6Q: 3 clusters Score -6349738 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24261 members 
Mstep: Class 2 contains 25612 members 
Entering Unmasked Estep 
Score: -6350227.500000 Penalty: 3219.209229
	Iteration 7Q: 3 clusters Score -6350228 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 26020 members 
Entering Unmasked Estep 
Score: -6350699.500000 Penalty: 3219.209229
	Iteration 8Q: 3 clusters Score -6350700 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23324 members 
Mstep: Class 2 contains 26549 members 
Entering Unmasked Estep 
Score: -6351215.000000 Penalty: 3219.209229
	Iteration 9Q: 3 clusters Score -6351215 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 27219 members 
Entering Unmasked Estep 
Score: -6351836.500000 Penalty: 3219.209229
	Iteration 10Q: 3 clusters Score -6351836 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21837 members 
Mstep: Class 2 contains 28036 members 
Entering Unmasked Estep 
Score: -6352458.500000 Penalty: 3219.209229
	Iteration 11Q: 3 clusters Score -6352458 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 28887 members 
Entering Unmasked Estep 
Score: -6353015.000000 Penalty: 3219.209229
	Iteration 12Q: 3 clusters Score -6353015 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 29786 members 
Entering Unmasked Estep 
Score: -6353513.000000 Penalty: 3219.209229
	Iteration 13Q: 3 clusters Score -6353513 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 30678 members 
Entering Unmasked Estep 
Score: -6354042.500000 Penalty: 3219.209229
	Iteration 14Q: 3 clusters Score -6354042 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 31634 members 
Entering Unmasked Estep 
Score: -6354458.000000 Penalty: 3219.209229
	Iteration 15Q: 3 clusters Score -6354458 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 32635 members 
Entering Unmasked Estep 
Score: -6354806.000000 Penalty: 3219.209229
	Iteration 16Q: 3 clusters Score -6354806 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 33789 members 
Entering Unmasked Estep 
Score: -6355252.000000 Penalty: 3219.209229
	Iteration 17Q: 3 clusters Score -6355252 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 35076 members 
Entering Unmasked Estep 
Score: -6355737.500000 Penalty: 3219.209229
	Iteration 18Q: 3 clusters Score -6355738 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 36513 members 
Entering Unmasked Estep 
Score: -6356343.000000 Penalty: 3219.209229
	Iteration 19Q: 3 clusters Score -6356343 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 38136 members 
Entering Unmasked Estep 
Score: -6357096.500000 Penalty: 3219.209229
	Iteration 20F: 3 clusters Score -6357096 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 39962 members 
Entering Unmasked Estep 
Score: -6358201.500000 Penalty: 3219.209229
	Iteration 21Q: 3 clusters Score -6358202 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 41942 members 
Entering Unmasked Estep 
Score: -6359480.500000 Penalty: 3219.209229
	Iteration 22Q: 3 clusters Score -6359480 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 43852 members 
Entering Unmasked Estep 
Score: -6360932.000000 Penalty: 3219.209229
	Iteration 23Q: 3 clusters Score -6360932 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 45491 members 
Entering Unmasked Estep 
Score: -6362122.500000 Penalty: 3219.209229
	Iteration 24Q: 3 clusters Score -6362122 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 46748 members 
Entering Unmasked Estep 
Score: -6363060.000000 Penalty: 3219.209229
	Iteration 25Q: 3 clusters Score -6363060 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 47631 members 
Entering Unmasked Estep 
Score: -6363628.500000 Penalty: 3219.209229
	Iteration 26Q: 3 clusters Score -6363628 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 48266 members 
Entering Unmasked Estep 
Score: -6364132.500000 Penalty: 3219.209229
	Iteration 27Q: 3 clusters Score -6364132 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 48683 members 
Entering Unmasked Estep 
Score: -6364446.500000 Penalty: 3219.209229
	Iteration 28Q: 3 clusters Score -6364446 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 48951 members 
Entering Unmasked Estep 
Score: -6364642.500000 Penalty: 3219.209229
	Iteration 29Q: 3 clusters Score -6364642 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 49140 members 
Entering Unmasked Estep 
Score: -6364804.500000 Penalty: 3219.209229
	Iteration 30Q: 3 clusters Score -6364804 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 49254 members 
Entering Unmasked Estep 
Score: -6364900.500000 Penalty: 3219.209229
	Iteration 31Q: 3 clusters Score -6364900 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 49324 members 
Entering Unmasked Estep 
Score: -6364962.000000 Penalty: 3219.209229
	Iteration 32Q: 3 clusters Score -6364962 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 49371 members 
Entering Unmasked Estep 
Score: -6364989.500000 Penalty: 3219.209229
	Iteration 33Q: 3 clusters Score -6364990 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 49396 members 
Entering Unmasked Estep 
Score: -6365004.500000 Penalty: 3219.209229
	Iteration 34Q: 3 clusters Score -6365004 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 49423 members 
Entering Unmasked Estep 
Score: -6365026.000000 Penalty: 3219.209229
	Iteration 35Q: 3 clusters Score -6365026 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 49435 members 
Entering Unmasked Estep 
Score: -6365037.000000 Penalty: 3219.209229
	Iteration 36Q: 3 clusters Score -6365037 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 49441 members 
Entering Unmasked Estep 
Score: -6365051.000000 Penalty: 3219.209229
	Iteration 37Q: 3 clusters Score -6365051 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 49452 members 
Entering Unmasked Estep 
Score: -6365059.500000 Penalty: 3219.209229
	Iteration 38Q: 3 clusters Score -6365060 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 49459 members 
Entering Unmasked Estep 
Score: -6365066.500000 Penalty: 3219.209229
	Iteration 39Q: 3 clusters Score -6365066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 49471 members 
Entering Unmasked Estep 
Score: -6365071.000000 Penalty: 3219.209229
	Iteration 40F: 3 clusters Score -6365071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 49476 members 
Entering Unmasked Estep 
Score: -6365079.500000 Penalty: 3219.209229
	Iteration 41Q: 3 clusters Score -6365080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 49484 members 
Entering Unmasked Estep 
Score: -6365090.500000 Penalty: 3219.209229
	Iteration 42Q: 3 clusters Score -6365090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 49492 members 
Entering Unmasked Estep 
Score: -6365087.000000 Penalty: 3219.209229
	Iteration 43Q: 3 clusters Score -6365087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 49496 members 
Entering Unmasked Estep 
Score: -6365096.000000 Penalty: 3219.209229
	Iteration 44Q: 3 clusters Score -6365096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 49498 members 
Entering Unmasked Estep 
Score: -6365093.500000 Penalty: 3219.209229
	Iteration 45Q: 3 clusters Score -6365094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 49498 members 
Entering Unmasked Estep 
Score: -6365093.500000 Penalty: 3219.209229
	Iteration 46F: 3 clusters Score -6365094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Entering Unmasked Estep 
Score: -13956.135742 Penalty: 753.314148
	Iteration 0F: 2 clusters Score -13956.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -13522.474609 Penalty: 1506.628296
	Iteration 0F: 3 clusters Score -13522.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -13589.394531 Penalty: 1506.628296
	Iteration 1F: 3 clusters Score -13589.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -13601.281250 Penalty: 1506.628296
	Iteration 2Q: 3 clusters Score -13601.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -13610.217773 Penalty: 1506.628296
	Iteration 3Q: 3 clusters Score -13610.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -13621.977539 Penalty: 1506.628296
	Iteration 4Q: 3 clusters Score -13621.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -13651.450195 Penalty: 1506.628296
	Iteration 5Q: 3 clusters Score -13651.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -13697.354492 Penalty: 1506.628296
	Iteration 6Q: 3 clusters Score -13697.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -13697.354492 Penalty: 1506.628296
	Iteration 7F: 3 clusters Score -13697.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Entering Unmasked Estep 
Score: -37846.433594 Penalty: 894.111450
	Iteration 0F: 2 clusters Score -37846.43 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 197 members 
Entering Unmasked Estep 
Score: -37070.925781 Penalty: 1788.222900
	Iteration 0F: 3 clusters Score -37070.93 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -37216.113281 Penalty: 1788.222900
	Iteration 1F: 3 clusters Score -37216.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -37260.937500 Penalty: 1788.222900
	Iteration 2Q: 3 clusters Score -37260.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -37290.859375 Penalty: 1788.222900
	Iteration 3Q: 3 clusters Score -37290.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -37295.746094 Penalty: 1788.222900
	Iteration 4Q: 3 clusters Score -37295.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -37298.750000 Penalty: 1788.222900
	Iteration 5Q: 3 clusters Score -37298.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -37298.750000 Penalty: 1788.222900
	Iteration 6F: 3 clusters Score -37298.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Entering Unmasked Estep 
Score: -11681.163086 Penalty: 771.882996
	Iteration 0F: 2 clusters Score -11681.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -11192.401367 Penalty: 1543.765991
	Iteration 0F: 3 clusters Score -11192.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -11305.169922 Penalty: 1543.765991
	Iteration 1F: 3 clusters Score -11305.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -11341.352539 Penalty: 1543.765991
	Iteration 2Q: 3 clusters Score -11341.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -11352.095703 Penalty: 1543.765991
	Iteration 3Q: 3 clusters Score -11352.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -11352.095703 Penalty: 1543.765991
	Iteration 4F: 3 clusters Score -11352.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Entering Unmasked Estep 
Score: -14723.255859 Penalty: 756.112976
	Iteration 0F: 2 clusters Score -14723.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -14182.160156 Penalty: 1512.225952
	Iteration 0F: 3 clusters Score -14182.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -14223.842773 Penalty: 1512.225952
	Iteration 1Q: 3 clusters Score -14223.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -14236.409180 Penalty: 1512.225952
	Iteration 2Q: 3 clusters Score -14236.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -14248.401367 Penalty: 1512.225952
	Iteration 3Q: 3 clusters Score -14248.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -14248.401367 Penalty: 1512.225952
	Iteration 4F: 3 clusters Score -14248.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (22312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Entering Unmasked Estep 
Score: -2821698.500000 Penalty: 1489.916626
	Iteration 0F: 2 clusters Score -2821698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -2807044.750000 Penalty: 2979.833252
	Iteration 0F: 3 clusters Score -2807045 nChanged 9942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -2812487.500000 Penalty: 2979.833252
	Iteration 1F: 3 clusters Score -2812488 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -2813069.250000 Penalty: 2979.833252
	Iteration 2F: 3 clusters Score -2813069 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -2813691.500000 Penalty: 2979.833252
	Iteration 3F: 3 clusters Score -2813692 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -2814429.000000 Penalty: 2979.833252
	Iteration 4F: 3 clusters Score -2814429 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -2815273.750000 Penalty: 2979.833252
	Iteration 5F: 3 clusters Score -2815274 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -2816138.000000 Penalty: 2979.833252
	Iteration 6F: 3 clusters Score -2816138 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -2816798.000000 Penalty: 2979.833252
	Iteration 7F: 3 clusters Score -2816798 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -2817281.500000 Penalty: 2979.833252
	Iteration 8Q: 3 clusters Score -2817282 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -2817609.750000 Penalty: 2979.833252
	Iteration 9Q: 3 clusters Score -2817610 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -2817802.250000 Penalty: 2979.833252
	Iteration 10Q: 3 clusters Score -2817802 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -2817910.250000 Penalty: 2979.833252
	Iteration 11Q: 3 clusters Score -2817910 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -2817995.250000 Penalty: 2979.833252
	Iteration 12Q: 3 clusters Score -2817995 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -2818041.500000 Penalty: 2979.833252
	Iteration 13Q: 3 clusters Score -2818042 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -2818082.250000 Penalty: 2979.833252
	Iteration 14Q: 3 clusters Score -2818082 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -2818112.750000 Penalty: 2979.833252
	Iteration 15Q: 3 clusters Score -2818113 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -2818135.500000 Penalty: 2979.833252
	Iteration 16Q: 3 clusters Score -2818136 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -2818162.500000 Penalty: 2979.833252
	Iteration 17Q: 3 clusters Score -2818162 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -2818174.250000 Penalty: 2979.833252
	Iteration 18Q: 3 clusters Score -2818174 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -2818192.750000 Penalty: 2979.833252
	Iteration 19Q: 3 clusters Score -2818193 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -2818201.000000 Penalty: 2979.833252
	Iteration 20F: 3 clusters Score -2818201 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -2818235.000000 Penalty: 2979.833252
	Iteration 21Q: 3 clusters Score -2818235 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -2818255.750000 Penalty: 2979.833252
	Iteration 22Q: 3 clusters Score -2818256 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -2818293.500000 Penalty: 2979.833252
	Iteration 23Q: 3 clusters Score -2818294 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -2818322.000000 Penalty: 2979.833252
	Iteration 24Q: 3 clusters Score -2818322 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -2818330.500000 Penalty: 2979.833252
	Iteration 25Q: 3 clusters Score -2818330 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -2818347.500000 Penalty: 2979.833252
	Iteration 26Q: 3 clusters Score -2818348 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -2818380.000000 Penalty: 2979.833252
	Iteration 27Q: 3 clusters Score -2818380 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -2818416.500000 Penalty: 2979.833252
	Iteration 28Q: 3 clusters Score -2818416 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -2818439.500000 Penalty: 2979.833252
	Iteration 29Q: 3 clusters Score -2818440 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -2818488.250000 Penalty: 2979.833252
	Iteration 30Q: 3 clusters Score -2818488 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -2818565.750000 Penalty: 2979.833252
	Iteration 31Q: 3 clusters Score -2818566 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -2818637.750000 Penalty: 2979.833252
	Iteration 32Q: 3 clusters Score -2818638 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -2818716.750000 Penalty: 2979.833252
	Iteration 33Q: 3 clusters Score -2818717 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -2818802.000000 Penalty: 2979.833252
	Iteration 34Q: 3 clusters Score -2818802 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -2818906.000000 Penalty: 2979.833252
	Iteration 35Q: 3 clusters Score -2818906 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -2818999.250000 Penalty: 2979.833252
	Iteration 36Q: 3 clusters Score -2818999 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -2819118.000000 Penalty: 2979.833252
	Iteration 37Q: 3 clusters Score -2819118 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -2819247.000000 Penalty: 2979.833252
	Iteration 38Q: 3 clusters Score -2819247 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -2819391.250000 Penalty: 2979.833252
	Iteration 39Q: 3 clusters Score -2819391 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -2819522.250000 Penalty: 2979.833252
	Iteration 40F: 3 clusters Score -2819522 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -2819654.500000 Penalty: 2979.833252
	Iteration 41Q: 3 clusters Score -2819654 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -2819793.500000 Penalty: 2979.833252
	Iteration 42Q: 3 clusters Score -2819794 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -2819937.250000 Penalty: 2979.833252
	Iteration 43Q: 3 clusters Score -2819937 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -2820084.500000 Penalty: 2979.833252
	Iteration 44Q: 3 clusters Score -2820084 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -2820207.500000 Penalty: 2979.833252
	Iteration 45Q: 3 clusters Score -2820208 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -2820304.250000 Penalty: 2979.833252
	Iteration 46Q: 3 clusters Score -2820304 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -2820412.250000 Penalty: 2979.833252
	Iteration 47Q: 3 clusters Score -2820412 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -2820477.000000 Penalty: 2979.833252
	Iteration 48Q: 3 clusters Score -2820477 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -2820553.500000 Penalty: 2979.833252
	Iteration 49Q: 3 clusters Score -2820554 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -2820605.250000 Penalty: 2979.833252
	Iteration 50Q: 3 clusters Score -2820605 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -2820638.500000 Penalty: 2979.833252
	Iteration 51Q: 3 clusters Score -2820638 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 20155 members 
Entering Unmasked Estep 
Score: -2820691.500000 Penalty: 2979.833252
	Iteration 52Q: 3 clusters Score -2820692 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 20246 members 
Entering Unmasked Estep 
Score: -2820724.250000 Penalty: 2979.833252
	Iteration 53Q: 3 clusters Score -2820724 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -2820749.250000 Penalty: 2979.833252
	Iteration 54Q: 3 clusters Score -2820749 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -2820767.750000 Penalty: 2979.833252
	Iteration 55Q: 3 clusters Score -2820768 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -2820785.750000 Penalty: 2979.833252
	Iteration 56Q: 3 clusters Score -2820786 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -2820804.500000 Penalty: 2979.833252
	Iteration 57Q: 3 clusters Score -2820804 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -2820816.250000 Penalty: 2979.833252
	Iteration 58Q: 3 clusters Score -2820816 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 20556 members 
Entering Unmasked Estep 
Score: -2820825.500000 Penalty: 2979.833252
	Iteration 59Q: 3 clusters Score -2820826 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -2820837.500000 Penalty: 2979.833252
	Iteration 60F: 3 clusters Score -2820838 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -2820850.000000 Penalty: 2979.833252
	Iteration 61Q: 3 clusters Score -2820850 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -2820849.250000 Penalty: 2979.833252
	Iteration 62Q: 3 clusters Score -2820849 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
Score: -2820854.000000 Penalty: 2979.833252
	Iteration 63Q: 3 clusters Score -2820854 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -2820861.750000 Penalty: 2979.833252
	Iteration 64Q: 3 clusters Score -2820862 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -2820873.500000 Penalty: 2979.833252
	Iteration 65Q: 3 clusters Score -2820874 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -2820878.500000 Penalty: 2979.833252
	Iteration 66Q: 3 clusters Score -2820878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -2820884.250000 Penalty: 2979.833252
	Iteration 67Q: 3 clusters Score -2820884 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 20751 members 
Entering Unmasked Estep 
Score: -2820885.250000 Penalty: 2979.833252
	Iteration 68Q: 3 clusters Score -2820885 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 20762 members 
Entering Unmasked Estep 
Score: -2820890.750000 Penalty: 2979.833252
	Iteration 69Q: 3 clusters Score -2820891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -2820889.000000 Penalty: 2979.833252
	Iteration 70Q: 3 clusters Score -2820889 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -2820894.250000 Penalty: 2979.833252
	Iteration 71Q: 3 clusters Score -2820894 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -2820900.750000 Penalty: 2979.833252
	Iteration 72Q: 3 clusters Score -2820901 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -2820902.750000 Penalty: 2979.833252
	Iteration 73Q: 3 clusters Score -2820903 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -2820905.750000 Penalty: 2979.833252
	Iteration 74Q: 3 clusters Score -2820906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -2820902.250000 Penalty: 2979.833252
	Iteration 75Q: 3 clusters Score -2820902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -2820903.000000 Penalty: 2979.833252
	Iteration 76Q: 3 clusters Score -2820903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 20809 members 
Entering Unmasked Estep 
Score: -2820902.500000 Penalty: 2979.833252
	Iteration 77Q: 3 clusters Score -2820902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -2820901.250000 Penalty: 2979.833252
	Iteration 78Q: 3 clusters Score -2820901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 20817 members 
Entering Unmasked Estep 
Score: -2820902.750000 Penalty: 2979.833252
	Iteration 79Q: 3 clusters Score -2820903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 20819 members 
Entering Unmasked Estep 
Score: -2820900.000000 Penalty: 2979.833252
	Iteration 80F: 3 clusters Score -2820900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
Score: -2820901.250000 Penalty: 2979.833252
	Iteration 81Q: 3 clusters Score -2820901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -2820902.250000 Penalty: 2979.833252
	Iteration 82Q: 3 clusters Score -2820902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -2820904.250000 Penalty: 2979.833252
	Iteration 83Q: 3 clusters Score -2820904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 20827 members 
Entering Unmasked Estep 
Score: -2820904.750000 Penalty: 2979.833252
	Iteration 84Q: 3 clusters Score -2820905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -2820907.250000 Penalty: 2979.833252
	Iteration 85Q: 3 clusters Score -2820907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -2820907.750000 Penalty: 2979.833252
	Iteration 86Q: 3 clusters Score -2820908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -2820908.000000 Penalty: 2979.833252
	Iteration 87Q: 3 clusters Score -2820908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -2820908.000000 Penalty: 2979.833252
	Iteration 88F: 3 clusters Score -2820908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 43083 members 
Mstep: Class 2 contains 11859 members 
Mstep: Class 3 contains 54444 members 
Mstep: Class 4 contains 29798 members 
Mstep: Class 5 contains 31217 members 
Mstep: Class 6 contains 5543 members 
Mstep: Class 7 contains 45018 members 
Mstep: Class 8 contains 21719 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6339 members 
Mstep: Class 11 contains 36045 members 
Mstep: Class 12 contains 2156 members 
Mstep: Class 13 contains 5671 members 
Mstep: Class 14 contains 67639 members 
Mstep: Class 15 contains 10413 members 
Mstep: Class 16 contains 11882 members 
Mstep: Class 17 contains 3906 members 
Mstep: Class 18 contains 25668 members 
Mstep: Class 19 contains 10295 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5662 members 
Mstep: Class 22 contains 15355 members 
Mstep: Class 23 contains 19383 members 
Mstep: Class 24 contains 3666 members 
Mstep: Class 25 contains 14803 members 
Mstep: Class 26 contains 5489 members 
Mstep: Class 27 contains 14076 members 
Mstep: Class 28 contains 11954 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16094 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1628 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6903 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 11927 members 
Mstep: Class 38 contains 9432 members 
Mstep: Class 39 contains 49873 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028816.000000 Penalty: 89796.125000
Iteration 319Q: 46 clusters Score -8.102882e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 43134 members 
Mstep: Class 2 contains 11859 members 
Mstep: Class 3 contains 54359 members 
Mstep: Class 4 contains 29871 members 
Mstep: Class 5 contains 31221 members 
Mstep: Class 6 contains 5544 members 
Mstep: Class 7 contains 45116 members 
Mstep: Class 8 contains 21719 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6338 members 
Mstep: Class 11 contains 36056 members 
Mstep: Class 12 contains 2156 members 
Mstep: Class 13 contains 5671 members 
Mstep: Class 14 contains 67640 members 
Mstep: Class 15 contains 10413 members 
Mstep: Class 16 contains 11882 members 
Mstep: Class 17 contains 3906 members 
Mstep: Class 18 contains 25669 members 
Mstep: Class 19 contains 10295 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5671 members 
Mstep: Class 22 contains 15351 members 
Mstep: Class 23 contains 19384 members 
Mstep: Class 24 contains 3666 members 
Mstep: Class 25 contains 14803 members 
Mstep: Class 26 contains 5489 members 
Mstep: Class 27 contains 14130 members 
Mstep: Class 28 contains 11965 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16094 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1628 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6903 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 12086 members 
Mstep: Class 38 contains 9432 members 
Mstep: Class 39 contains 49964 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22312 members 
Mstep: Class 45 contains 32030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81029280.000000 Penalty: 89796.125000
Iteration 320F: 46 clusters Score -8.102928e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 43108 members 
Mstep: Class 2 contains 11864 members 
Mstep: Class 3 contains 54289 members 
Mstep: Class 4 contains 29756 members 
Mstep: Class 5 contains 31229 members 
Mstep: Class 6 contains 5541 members 
Mstep: Class 7 contains 45088 members 
Mstep: Class 8 contains 21719 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6337 members 
Mstep: Class 11 contains 35986 members 
Mstep: Class 12 contains 2156 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67641 members 
Mstep: Class 15 contains 10414 members 
Mstep: Class 16 contains 11882 members 
Mstep: Class 17 contains 3908 members 
Mstep: Class 18 contains 25672 members 
Mstep: Class 19 contains 10297 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5668 members 
Mstep: Class 22 contains 15349 members 
Mstep: Class 23 contains 19385 members 
Mstep: Class 24 contains 3667 members 
Mstep: Class 25 contains 14803 members 
Mstep: Class 26 contains 5485 members 
Mstep: Class 27 contains 14026 members 
Mstep: Class 28 contains 11960 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16094 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1628 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6903 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 11922 members 
Mstep: Class 38 contains 9432 members 
Mstep: Class 39 contains 50064 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22312 members 
Mstep: Class 45 contains 32500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81029688.000000 Penalty: 89796.125000
Iteration 321Q: 46 clusters Score -8.102969e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 43222 members 
Mstep: Class 2 contains 11868 members 
Mstep: Class 3 contains 54235 members 
Mstep: Class 4 contains 29667 members 
Mstep: Class 5 contains 31240 members 
Mstep: Class 6 contains 5541 members 
Mstep: Class 7 contains 44985 members 
Mstep: Class 8 contains 21719 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6336 members 
Mstep: Class 11 contains 35932 members 
Mstep: Class 12 contains 2157 members 
Mstep: Class 13 contains 5671 members 
Mstep: Class 14 contains 67640 members 
Mstep: Class 15 contains 10415 members 
Mstep: Class 16 contains 11883 members 
Mstep: Class 17 contains 3910 members 
Mstep: Class 18 contains 25670 members 
Mstep: Class 19 contains 10302 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5664 members 
Mstep: Class 22 contains 15345 members 
Mstep: Class 23 contains 19386 members 
Mstep: Class 24 contains 3663 members 
Mstep: Class 25 contains 14805 members 
Mstep: Class 26 contains 5489 members 
Mstep: Class 27 contains 13944 members 
Mstep: Class 28 contains 11964 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16094 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1627 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6903 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 11800 members 
Mstep: Class 38 contains 9433 members 
Mstep: Class 39 contains 50149 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22312 members 
Mstep: Class 45 contains 32786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81029880.000000 Penalty: 89796.125000
Iteration 322Q: 46 clusters Score -8.102988e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 43333 members 
Mstep: Class 2 contains 11872 members 
Mstep: Class 3 contains 54178 members 
Mstep: Class 4 contains 29613 members 
Mstep: Class 5 contains 31249 members 
Mstep: Class 6 contains 5535 members 
Mstep: Class 7 contains 44913 members 
Mstep: Class 8 contains 21719 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6335 members 
Mstep: Class 11 contains 35882 members 
Mstep: Class 12 contains 2156 members 
Mstep: Class 13 contains 5671 members 
Mstep: Class 14 contains 67643 members 
Mstep: Class 15 contains 10415 members 
Mstep: Class 16 contains 11883 members 
Mstep: Class 17 contains 3910 members 
Mstep: Class 18 contains 25668 members 
Mstep: Class 19 contains 10307 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5667 members 
Mstep: Class 22 contains 15342 members 
Mstep: Class 23 contains 19386 members 
Mstep: Class 24 contains 3659 members 
Mstep: Class 25 contains 14806 members 
Mstep: Class 26 contains 5492 members 
Mstep: Class 27 contains 13868 members 
Mstep: Class 28 contains 11967 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16094 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1626 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6903 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 11685 members 
Mstep: Class 38 contains 9433 members 
Mstep: Class 39 contains 50206 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22312 members 
Mstep: Class 45 contains 33029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81029968.000000 Penalty: 89796.125000
Iteration 323Q: 46 clusters Score -8.102997e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 43437 members 
Mstep: Class 2 contains 11878 members 
Mstep: Class 3 contains 54136 members 
Mstep: Class 4 contains 29572 members 
Mstep: Class 5 contains 31256 members 
Mstep: Class 6 contains 5530 members 
Mstep: Class 7 contains 44828 members 
Mstep: Class 8 contains 21719 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6333 members 
Mstep: Class 11 contains 35843 members 
Mstep: Class 12 contains 2157 members 
Mstep: Class 13 contains 5671 members 
Mstep: Class 14 contains 67650 members 
Mstep: Class 15 contains 10415 members 
Mstep: Class 16 contains 11883 members 
Mstep: Class 17 contains 3910 members 
Mstep: Class 18 contains 25664 members 
Mstep: Class 19 contains 10312 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5670 members 
Mstep: Class 22 contains 15334 members 
Mstep: Class 23 contains 19387 members 
Mstep: Class 24 contains 3656 members 
Mstep: Class 25 contains 14807 members 
Mstep: Class 26 contains 5492 members 
Mstep: Class 27 contains 13805 members 
Mstep: Class 28 contains 11966 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16095 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1626 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6903 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 11603 members 
Mstep: Class 38 contains 9433 members 
Mstep: Class 39 contains 50243 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22312 members 
Mstep: Class 45 contains 33231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030200.000000 Penalty: 89796.125000
Iteration 324Q: 46 clusters Score -8.10302e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 43552 members 
Mstep: Class 2 contains 11882 members 
Mstep: Class 3 contains 54073 members 
Mstep: Class 4 contains 29524 members 
Mstep: Class 5 contains 31258 members 
Mstep: Class 6 contains 5526 members 
Mstep: Class 7 contains 44760 members 
Mstep: Class 8 contains 21719 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6332 members 
Mstep: Class 11 contains 35812 members 
Mstep: Class 12 contains 2156 members 
Mstep: Class 13 contains 5671 members 
Mstep: Class 14 contains 67651 members 
Mstep: Class 15 contains 10416 members 
Mstep: Class 16 contains 11883 members 
Mstep: Class 17 contains 3909 members 
Mstep: Class 18 contains 25664 members 
Mstep: Class 19 contains 10316 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5673 members 
Mstep: Class 22 contains 15331 members 
Mstep: Class 23 contains 19385 members 
Mstep: Class 24 contains 3657 members 
Mstep: Class 25 contains 14807 members 
Mstep: Class 26 contains 5492 members 
Mstep: Class 27 contains 13748 members 
Mstep: Class 28 contains 11966 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16096 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1625 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6903 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 11522 members 
Mstep: Class 38 contains 9433 members 
Mstep: Class 39 contains 50283 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22312 members 
Mstep: Class 45 contains 33420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030264.000000 Penalty: 89796.125000
Iteration 325Q: 46 clusters Score -8.103026e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 43641 members 
Mstep: Class 2 contains 11887 members 
Mstep: Class 3 contains 54001 members 
Mstep: Class 4 contains 29492 members 
Mstep: Class 5 contains 31263 members 
Mstep: Class 6 contains 5525 members 
Mstep: Class 7 contains 44693 members 
Mstep: Class 8 contains 21719 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6332 members 
Mstep: Class 11 contains 35786 members 
Mstep: Class 12 contains 2154 members 
Mstep: Class 13 contains 5673 members 
Mstep: Class 14 contains 67652 members 
Mstep: Class 15 contains 10417 members 
Mstep: Class 16 contains 11884 members 
Mstep: Class 17 contains 3908 members 
Mstep: Class 18 contains 25665 members 
Mstep: Class 19 contains 10320 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5675 members 
Mstep: Class 22 contains 15328 members 
Mstep: Class 23 contains 19383 members 
Mstep: Class 24 contains 3655 members 
Mstep: Class 25 contains 14807 members 
Mstep: Class 26 contains 5494 members 
Mstep: Class 27 contains 13698 members 
Mstep: Class 28 contains 11963 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16095 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1625 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6903 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 11470 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 50308 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22312 members 
Mstep: Class 45 contains 33595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030256.000000 Penalty: 89796.125000
Iteration 326Q: 46 clusters Score -8.103026e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 43740 members 
Mstep: Class 2 contains 11892 members 
Mstep: Class 3 contains 53932 members 
Mstep: Class 4 contains 29462 members 
Mstep: Class 5 contains 31267 members 
Mstep: Class 6 contains 5525 members 
Mstep: Class 7 contains 44610 members 
Mstep: Class 8 contains 21720 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6333 members 
Mstep: Class 11 contains 35769 members 
Mstep: Class 12 contains 2155 members 
Mstep: Class 13 contains 5673 members 
Mstep: Class 14 contains 67654 members 
Mstep: Class 15 contains 10418 members 
Mstep: Class 16 contains 11883 members 
Mstep: Class 17 contains 3906 members 
Mstep: Class 18 contains 25665 members 
Mstep: Class 19 contains 10323 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5675 members 
Mstep: Class 22 contains 15328 members 
Mstep: Class 23 contains 19383 members 
Mstep: Class 24 contains 3656 members 
Mstep: Class 25 contains 14808 members 
Mstep: Class 26 contains 5490 members 
Mstep: Class 27 contains 13659 members 
Mstep: Class 28 contains 11965 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16095 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1625 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6903 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 11431 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 50318 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22312 members 
Mstep: Class 45 contains 33748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030152.000000 Penalty: 89796.125000
Iteration 327Q: 46 clusters Score -8.103015e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 43857 members 
Mstep: Class 2 contains 11896 members 
Mstep: Class 3 contains 53851 members 
Mstep: Class 4 contains 29440 members 
Mstep: Class 5 contains 31272 members 
Mstep: Class 6 contains 5524 members 
Mstep: Class 7 contains 44522 members 
Mstep: Class 8 contains 21721 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6332 members 
Mstep: Class 11 contains 35758 members 
Mstep: Class 12 contains 2154 members 
Mstep: Class 13 contains 5673 members 
Mstep: Class 14 contains 67652 members 
Mstep: Class 15 contains 10418 members 
Mstep: Class 16 contains 11882 members 
Mstep: Class 17 contains 3907 members 
Mstep: Class 18 contains 25666 members 
Mstep: Class 19 contains 10330 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5678 members 
Mstep: Class 22 contains 15324 members 
Mstep: Class 23 contains 19383 members 
Mstep: Class 24 contains 3655 members 
Mstep: Class 25 contains 14810 members 
Mstep: Class 26 contains 5484 members 
Mstep: Class 27 contains 13623 members 
Mstep: Class 28 contains 11963 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16095 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1625 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6903 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 11397 members 
Mstep: Class 38 contains 9433 members 
Mstep: Class 39 contains 50339 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22312 members 
Mstep: Class 45 contains 33878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030312.000000 Penalty: 89796.125000
Iteration 328Q: 46 clusters Score -8.103031e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 43976 members 
Mstep: Class 2 contains 11897 members 
Mstep: Class 3 contains 53769 members 
Mstep: Class 4 contains 29422 members 
Mstep: Class 5 contains 31277 members 
Mstep: Class 6 contains 5524 members 
Mstep: Class 7 contains 44424 members 
Mstep: Class 8 contains 21720 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6331 members 
Mstep: Class 11 contains 35737 members 
Mstep: Class 12 contains 2152 members 
Mstep: Class 13 contains 5673 members 
Mstep: Class 14 contains 67652 members 
Mstep: Class 15 contains 10418 members 
Mstep: Class 16 contains 11883 members 
Mstep: Class 17 contains 3907 members 
Mstep: Class 18 contains 25667 members 
Mstep: Class 19 contains 10337 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5682 members 
Mstep: Class 22 contains 15321 members 
Mstep: Class 23 contains 19383 members 
Mstep: Class 24 contains 3649 members 
Mstep: Class 25 contains 14814 members 
Mstep: Class 26 contains 5485 members 
Mstep: Class 27 contains 13603 members 
Mstep: Class 28 contains 11959 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16095 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1625 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6903 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 11356 members 
Mstep: Class 38 contains 9433 members 
Mstep: Class 39 contains 50356 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22313 members 
Mstep: Class 45 contains 34014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030216.000000 Penalty: 89796.125000
Iteration 329Q: 46 clusters Score -8.103022e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 44085 members 
Mstep: Class 2 contains 11901 members 
Mstep: Class 3 contains 53694 members 
Mstep: Class 4 contains 29400 members 
Mstep: Class 5 contains 31284 members 
Mstep: Class 6 contains 5523 members 
Mstep: Class 7 contains 44316 members 
Mstep: Class 8 contains 21720 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6331 members 
Mstep: Class 11 contains 35724 members 
Mstep: Class 12 contains 2152 members 
Mstep: Class 13 contains 5673 members 
Mstep: Class 14 contains 67652 members 
Mstep: Class 15 contains 10418 members 
Mstep: Class 16 contains 11883 members 
Mstep: Class 17 contains 3907 members 
Mstep: Class 18 contains 25663 members 
Mstep: Class 19 contains 10342 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5684 members 
Mstep: Class 22 contains 15316 members 
Mstep: Class 23 contains 19382 members 
Mstep: Class 24 contains 3646 members 
Mstep: Class 25 contains 14816 members 
Mstep: Class 26 contains 5486 members 
Mstep: Class 27 contains 13571 members 
Mstep: Class 28 contains 11962 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16094 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1625 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6903 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 11326 members 
Mstep: Class 38 contains 9433 members 
Mstep: Class 39 contains 50381 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22313 members 
Mstep: Class 45 contains 34151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030360.000000 Penalty: 89796.125000
Iteration 330Q: 46 clusters Score -8.103036e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 44205 members 
Mstep: Class 2 contains 11902 members 
Mstep: Class 3 contains 53611 members 
Mstep: Class 4 contains 29386 members 
Mstep: Class 5 contains 31291 members 
Mstep: Class 6 contains 5523 members 
Mstep: Class 7 contains 44225 members 
Mstep: Class 8 contains 21720 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6332 members 
Mstep: Class 11 contains 35705 members 
Mstep: Class 12 contains 2152 members 
Mstep: Class 13 contains 5673 members 
Mstep: Class 14 contains 67648 members 
Mstep: Class 15 contains 10418 members 
Mstep: Class 16 contains 11883 members 
Mstep: Class 17 contains 3908 members 
Mstep: Class 18 contains 25662 members 
Mstep: Class 19 contains 10348 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5685 members 
Mstep: Class 22 contains 15316 members 
Mstep: Class 23 contains 19382 members 
Mstep: Class 24 contains 3644 members 
Mstep: Class 25 contains 14819 members 
Mstep: Class 26 contains 5486 members 
Mstep: Class 27 contains 13532 members 
Mstep: Class 28 contains 11960 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16094 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6903 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 11301 members 
Mstep: Class 38 contains 9433 members 
Mstep: Class 39 contains 50392 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22313 members 
Mstep: Class 45 contains 34281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030224.000000 Penalty: 89796.125000
Iteration 331Q: 46 clusters Score -8.103022e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 44329 members 
Mstep: Class 2 contains 11910 members 
Mstep: Class 3 contains 53530 members 
Mstep: Class 4 contains 29370 members 
Mstep: Class 5 contains 31298 members 
Mstep: Class 6 contains 5518 members 
Mstep: Class 7 contains 44182 members 
Mstep: Class 8 contains 21720 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6332 members 
Mstep: Class 11 contains 35689 members 
Mstep: Class 12 contains 2152 members 
Mstep: Class 13 contains 5674 members 
Mstep: Class 14 contains 67644 members 
Mstep: Class 15 contains 10419 members 
Mstep: Class 16 contains 11883 members 
Mstep: Class 17 contains 3908 members 
Mstep: Class 18 contains 25666 members 
Mstep: Class 19 contains 10350 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5686 members 
Mstep: Class 22 contains 15314 members 
Mstep: Class 23 contains 19382 members 
Mstep: Class 24 contains 3642 members 
Mstep: Class 25 contains 14821 members 
Mstep: Class 26 contains 5484 members 
Mstep: Class 27 contains 13498 members 
Mstep: Class 28 contains 11957 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16094 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6903 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 11277 members 
Mstep: Class 38 contains 9433 members 
Mstep: Class 39 contains 50363 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22312 members 
Mstep: Class 45 contains 34393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030112.000000 Penalty: 89796.125000
Iteration 332Q: 46 clusters Score -8.103011e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 44433 members 
Mstep: Class 2 contains 11914 members 
Mstep: Class 3 contains 53441 members 
Mstep: Class 4 contains 29357 members 
Mstep: Class 5 contains 31308 members 
Mstep: Class 6 contains 5511 members 
Mstep: Class 7 contains 44167 members 
Mstep: Class 8 contains 21720 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6332 members 
Mstep: Class 11 contains 35669 members 
Mstep: Class 12 contains 2150 members 
Mstep: Class 13 contains 5674 members 
Mstep: Class 14 contains 67647 members 
Mstep: Class 15 contains 10418 members 
Mstep: Class 16 contains 11883 members 
Mstep: Class 17 contains 3909 members 
Mstep: Class 18 contains 25671 members 
Mstep: Class 19 contains 10352 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5685 members 
Mstep: Class 22 contains 15312 members 
Mstep: Class 23 contains 19381 members 
Mstep: Class 24 contains 3642 members 
Mstep: Class 25 contains 14820 members 
Mstep: Class 26 contains 5488 members 
Mstep: Class 27 contains 13460 members 
Mstep: Class 28 contains 11951 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16094 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6903 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 11256 members 
Mstep: Class 38 contains 9433 members 
Mstep: Class 39 contains 50322 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22312 members 
Mstep: Class 45 contains 34518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030168.000000 Penalty: 89796.125000
Iteration 333Q: 46 clusters Score -8.103017e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 44548 members 
Mstep: Class 2 contains 11918 members 
Mstep: Class 3 contains 53362 members 
Mstep: Class 4 contains 29340 members 
Mstep: Class 5 contains 31320 members 
Mstep: Class 6 contains 5508 members 
Mstep: Class 7 contains 44153 members 
Mstep: Class 8 contains 21720 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6333 members 
Mstep: Class 11 contains 35647 members 
Mstep: Class 12 contains 2150 members 
Mstep: Class 13 contains 5674 members 
Mstep: Class 14 contains 67647 members 
Mstep: Class 15 contains 10417 members 
Mstep: Class 16 contains 11883 members 
Mstep: Class 17 contains 3909 members 
Mstep: Class 18 contains 25676 members 
Mstep: Class 19 contains 10354 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5685 members 
Mstep: Class 22 contains 15303 members 
Mstep: Class 23 contains 19379 members 
Mstep: Class 24 contains 3642 members 
Mstep: Class 25 contains 14821 members 
Mstep: Class 26 contains 5486 members 
Mstep: Class 27 contains 13423 members 
Mstep: Class 28 contains 11949 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16094 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6903 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 11235 members 
Mstep: Class 38 contains 9433 members 
Mstep: Class 39 contains 50271 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22312 members 
Mstep: Class 45 contains 34638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030328.000000 Penalty: 89796.125000
Iteration 334Q: 46 clusters Score -8.103033e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 44646 members 
Mstep: Class 2 contains 11924 members 
Mstep: Class 3 contains 53247 members 
Mstep: Class 4 contains 29324 members 
Mstep: Class 5 contains 31333 members 
Mstep: Class 6 contains 5507 members 
Mstep: Class 7 contains 44120 members 
Mstep: Class 8 contains 21720 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6332 members 
Mstep: Class 11 contains 35639 members 
Mstep: Class 12 contains 2150 members 
Mstep: Class 13 contains 5674 members 
Mstep: Class 14 contains 67647 members 
Mstep: Class 15 contains 10417 members 
Mstep: Class 16 contains 11883 members 
Mstep: Class 17 contains 3910 members 
Mstep: Class 18 contains 25676 members 
Mstep: Class 19 contains 10358 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5686 members 
Mstep: Class 22 contains 15299 members 
Mstep: Class 23 contains 19379 members 
Mstep: Class 24 contains 3641 members 
Mstep: Class 25 contains 14821 members 
Mstep: Class 26 contains 5487 members 
Mstep: Class 27 contains 13390 members 
Mstep: Class 28 contains 11950 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16094 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6903 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 11214 members 
Mstep: Class 38 contains 9433 members 
Mstep: Class 39 contains 50250 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22312 members 
Mstep: Class 45 contains 34767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030264.000000 Penalty: 89796.125000
Iteration 335Q: 46 clusters Score -8.103026e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 44762 members 
Mstep: Class 2 contains 11927 members 
Mstep: Class 3 contains 53133 members 
Mstep: Class 4 contains 29310 members 
Mstep: Class 5 contains 31349 members 
Mstep: Class 6 contains 5503 members 
Mstep: Class 7 contains 44070 members 
Mstep: Class 8 contains 21721 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6332 members 
Mstep: Class 11 contains 35638 members 
Mstep: Class 12 contains 2149 members 
Mstep: Class 13 contains 5674 members 
Mstep: Class 14 contains 67644 members 
Mstep: Class 15 contains 10419 members 
Mstep: Class 16 contains 11883 members 
Mstep: Class 17 contains 3910 members 
Mstep: Class 18 contains 25674 members 
Mstep: Class 19 contains 10362 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5686 members 
Mstep: Class 22 contains 15296 members 
Mstep: Class 23 contains 19379 members 
Mstep: Class 24 contains 3641 members 
Mstep: Class 25 contains 14821 members 
Mstep: Class 26 contains 5488 members 
Mstep: Class 27 contains 13372 members 
Mstep: Class 28 contains 11951 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16094 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6903 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 11199 members 
Mstep: Class 38 contains 9433 members 
Mstep: Class 39 contains 50218 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22312 members 
Mstep: Class 45 contains 34880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81029992.000000 Penalty: 89796.125000
Iteration 336Q: 46 clusters Score -8.102999e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 44881 members 
Mstep: Class 2 contains 11932 members 
Mstep: Class 3 contains 52998 members 
Mstep: Class 4 contains 29299 members 
Mstep: Class 5 contains 31357 members 
Mstep: Class 6 contains 5502 members 
Mstep: Class 7 contains 44003 members 
Mstep: Class 8 contains 21721 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6332 members 
Mstep: Class 11 contains 35649 members 
Mstep: Class 12 contains 2150 members 
Mstep: Class 13 contains 5674 members 
Mstep: Class 14 contains 67642 members 
Mstep: Class 15 contains 10419 members 
Mstep: Class 16 contains 11883 members 
Mstep: Class 17 contains 3910 members 
Mstep: Class 18 contains 25673 members 
Mstep: Class 19 contains 10365 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5685 members 
Mstep: Class 22 contains 15292 members 
Mstep: Class 23 contains 19379 members 
Mstep: Class 24 contains 3641 members 
Mstep: Class 25 contains 14824 members 
Mstep: Class 26 contains 5489 members 
Mstep: Class 27 contains 13338 members 
Mstep: Class 28 contains 11949 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16095 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6903 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 11181 members 
Mstep: Class 38 contains 9433 members 
Mstep: Class 39 contains 50221 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22312 members 
Mstep: Class 45 contains 35001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81029912.000000 Penalty: 89796.125000
Iteration 337Q: 46 clusters Score -8.102991e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 45002 members 
Mstep: Class 2 contains 11936 members 
Mstep: Class 3 contains 52855 members 
Mstep: Class 4 contains 29298 members 
Mstep: Class 5 contains 31366 members 
Mstep: Class 6 contains 5501 members 
Mstep: Class 7 contains 43905 members 
Mstep: Class 8 contains 21721 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6332 members 
Mstep: Class 11 contains 35658 members 
Mstep: Class 12 contains 2149 members 
Mstep: Class 13 contains 5674 members 
Mstep: Class 14 contains 67642 members 
Mstep: Class 15 contains 10419 members 
Mstep: Class 16 contains 11883 members 
Mstep: Class 17 contains 3910 members 
Mstep: Class 18 contains 25679 members 
Mstep: Class 19 contains 10368 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5685 members 
Mstep: Class 22 contains 15286 members 
Mstep: Class 23 contains 19377 members 
Mstep: Class 24 contains 3641 members 
Mstep: Class 25 contains 14825 members 
Mstep: Class 26 contains 5487 members 
Mstep: Class 27 contains 13316 members 
Mstep: Class 28 contains 11953 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16096 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6903 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 11168 members 
Mstep: Class 38 contains 9433 members 
Mstep: Class 39 contains 50228 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22312 members 
Mstep: Class 45 contains 35125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81029872.000000 Penalty: 89796.125000
Iteration 338Q: 46 clusters Score -8.102987e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 45116 members 
Mstep: Class 2 contains 11943 members 
Mstep: Class 3 contains 52695 members 
Mstep: Class 4 contains 29299 members 
Mstep: Class 5 contains 31378 members 
Mstep: Class 6 contains 5496 members 
Mstep: Class 7 contains 43833 members 
Mstep: Class 8 contains 21721 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6333 members 
Mstep: Class 11 contains 35649 members 
Mstep: Class 12 contains 2149 members 
Mstep: Class 13 contains 5674 members 
Mstep: Class 14 contains 67636 members 
Mstep: Class 15 contains 10420 members 
Mstep: Class 16 contains 11883 members 
Mstep: Class 17 contains 3911 members 
Mstep: Class 18 contains 25683 members 
Mstep: Class 19 contains 10373 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5685 members 
Mstep: Class 22 contains 15285 members 
Mstep: Class 23 contains 19376 members 
Mstep: Class 24 contains 3641 members 
Mstep: Class 25 contains 14825 members 
Mstep: Class 26 contains 5485 members 
Mstep: Class 27 contains 13290 members 
Mstep: Class 28 contains 11955 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16097 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6903 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 11159 members 
Mstep: Class 38 contains 9433 members 
Mstep: Class 39 contains 50254 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Mstep: Class 45 contains 35242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81029944.000000 Penalty: 89796.125000
Iteration 339Q: 46 clusters Score -8.102994e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 45263 members 
Mstep: Class 2 contains 11950 members 
Mstep: Class 3 contains 52536 members 
Mstep: Class 4 contains 29292 members 
Mstep: Class 5 contains 31383 members 
Mstep: Class 6 contains 5492 members 
Mstep: Class 7 contains 43764 members 
Mstep: Class 8 contains 21721 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6334 members 
Mstep: Class 11 contains 35643 members 
Mstep: Class 12 contains 2149 members 
Mstep: Class 13 contains 5673 members 
Mstep: Class 14 contains 67637 members 
Mstep: Class 15 contains 10420 members 
Mstep: Class 16 contains 11882 members 
Mstep: Class 17 contains 3911 members 
Mstep: Class 18 contains 25684 members 
Mstep: Class 19 contains 10380 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5685 members 
Mstep: Class 22 contains 15286 members 
Mstep: Class 23 contains 19375 members 
Mstep: Class 24 contains 3641 members 
Mstep: Class 25 contains 14824 members 
Mstep: Class 26 contains 5485 members 
Mstep: Class 27 contains 13256 members 
Mstep: Class 28 contains 11956 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16098 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6903 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 11152 members 
Mstep: Class 38 contains 9433 members 
Mstep: Class 39 contains 50256 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Mstep: Class 45 contains 35358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81029968.000000 Penalty: 89796.125000
Iteration 340F: 46 clusters Score -8.102997e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 45389 members 
Mstep: Class 2 contains 11956 members 
Mstep: Class 3 contains 52353 members 
Mstep: Class 4 contains 29293 members 
Mstep: Class 5 contains 31390 members 
Mstep: Class 6 contains 5487 members 
Mstep: Class 7 contains 43662 members 
Mstep: Class 8 contains 21721 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6336 members 
Mstep: Class 11 contains 35641 members 
Mstep: Class 12 contains 2149 members 
Mstep: Class 13 contains 5673 members 
Mstep: Class 14 contains 67634 members 
Mstep: Class 15 contains 10421 members 
Mstep: Class 16 contains 11882 members 
Mstep: Class 17 contains 3912 members 
Mstep: Class 18 contains 25682 members 
Mstep: Class 19 contains 10387 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5686 members 
Mstep: Class 22 contains 15282 members 
Mstep: Class 23 contains 19375 members 
Mstep: Class 24 contains 3641 members 
Mstep: Class 25 contains 14823 members 
Mstep: Class 26 contains 5482 members 
Mstep: Class 27 contains 13220 members 
Mstep: Class 28 contains 11956 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16099 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6903 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 11149 members 
Mstep: Class 38 contains 9433 members 
Mstep: Class 39 contains 50313 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Mstep: Class 45 contains 35492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030248.000000 Penalty: 89796.125000
Iteration 341Q: 46 clusters Score -8.103025e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 45475 members 
Mstep: Class 2 contains 11953 members 
Mstep: Class 3 contains 52149 members 
Mstep: Class 4 contains 29294 members 
Mstep: Class 5 contains 31397 members 
Mstep: Class 6 contains 5481 members 
Mstep: Class 7 contains 43579 members 
Mstep: Class 8 contains 21721 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6336 members 
Mstep: Class 11 contains 35639 members 
Mstep: Class 12 contains 2148 members 
Mstep: Class 13 contains 5673 members 
Mstep: Class 14 contains 67635 members 
Mstep: Class 15 contains 10421 members 
Mstep: Class 16 contains 11883 members 
Mstep: Class 17 contains 3912 members 
Mstep: Class 18 contains 25683 members 
Mstep: Class 19 contains 10392 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5686 members 
Mstep: Class 22 contains 15279 members 
Mstep: Class 23 contains 19374 members 
Mstep: Class 24 contains 3642 members 
Mstep: Class 25 contains 14823 members 
Mstep: Class 26 contains 5482 members 
Mstep: Class 27 contains 13194 members 
Mstep: Class 28 contains 11958 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16099 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6902 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 11143 members 
Mstep: Class 38 contains 9433 members 
Mstep: Class 39 contains 50390 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Mstep: Class 45 contains 35646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030240.000000 Penalty: 89796.125000
Iteration 342Q: 46 clusters Score -8.103024e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 45584 members 
Mstep: Class 2 contains 11956 members 
Mstep: Class 3 contains 51946 members 
Mstep: Class 4 contains 29301 members 
Mstep: Class 5 contains 31408 members 
Mstep: Class 6 contains 5478 members 
Mstep: Class 7 contains 43461 members 
Mstep: Class 8 contains 21722 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6334 members 
Mstep: Class 11 contains 35627 members 
Mstep: Class 12 contains 2147 members 
Mstep: Class 13 contains 5673 members 
Mstep: Class 14 contains 67636 members 
Mstep: Class 15 contains 10421 members 
Mstep: Class 16 contains 11883 members 
Mstep: Class 17 contains 3912 members 
Mstep: Class 18 contains 25686 members 
Mstep: Class 19 contains 10396 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5688 members 
Mstep: Class 22 contains 15276 members 
Mstep: Class 23 contains 19376 members 
Mstep: Class 24 contains 3642 members 
Mstep: Class 25 contains 14825 members 
Mstep: Class 26 contains 5480 members 
Mstep: Class 27 contains 13173 members 
Mstep: Class 28 contains 11957 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16099 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6901 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 11130 members 
Mstep: Class 38 contains 9433 members 
Mstep: Class 39 contains 50467 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Mstep: Class 45 contains 35804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030296.000000 Penalty: 89796.125000
Iteration 343Q: 46 clusters Score -8.10303e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 45686 members 
Mstep: Class 2 contains 11956 members 
Mstep: Class 3 contains 51746 members 
Mstep: Class 4 contains 29289 members 
Mstep: Class 5 contains 31416 members 
Mstep: Class 6 contains 5475 members 
Mstep: Class 7 contains 43336 members 
Mstep: Class 8 contains 21723 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6334 members 
Mstep: Class 11 contains 35620 members 
Mstep: Class 12 contains 2146 members 
Mstep: Class 13 contains 5673 members 
Mstep: Class 14 contains 67636 members 
Mstep: Class 15 contains 10421 members 
Mstep: Class 16 contains 11883 members 
Mstep: Class 17 contains 3913 members 
Mstep: Class 18 contains 25690 members 
Mstep: Class 19 contains 10396 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5688 members 
Mstep: Class 22 contains 15274 members 
Mstep: Class 23 contains 19376 members 
Mstep: Class 24 contains 3643 members 
Mstep: Class 25 contains 14825 members 
Mstep: Class 26 contains 5480 members 
Mstep: Class 27 contains 13148 members 
Mstep: Class 28 contains 11962 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16099 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6901 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 11125 members 
Mstep: Class 38 contains 9433 members 
Mstep: Class 39 contains 50560 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Mstep: Class 45 contains 35969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030344.000000 Penalty: 89796.125000
Iteration 344Q: 46 clusters Score -8.103034e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 45775 members 
Mstep: Class 2 contains 11956 members 
Mstep: Class 3 contains 51541 members 
Mstep: Class 4 contains 29298 members 
Mstep: Class 5 contains 31424 members 
Mstep: Class 6 contains 5472 members 
Mstep: Class 7 contains 43232 members 
Mstep: Class 8 contains 21723 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6336 members 
Mstep: Class 11 contains 35608 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 5673 members 
Mstep: Class 14 contains 67636 members 
Mstep: Class 15 contains 10420 members 
Mstep: Class 16 contains 11884 members 
Mstep: Class 17 contains 3912 members 
Mstep: Class 18 contains 25696 members 
Mstep: Class 19 contains 10395 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5688 members 
Mstep: Class 22 contains 15273 members 
Mstep: Class 23 contains 19375 members 
Mstep: Class 24 contains 3643 members 
Mstep: Class 25 contains 14826 members 
Mstep: Class 26 contains 5478 members 
Mstep: Class 27 contains 13115 members 
Mstep: Class 28 contains 11963 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16099 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6902 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 11113 members 
Mstep: Class 38 contains 9433 members 
Mstep: Class 39 contains 50629 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Mstep: Class 45 contains 36159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030232.000000 Penalty: 89796.125000
Iteration 345Q: 46 clusters Score -8.103023e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 45858 members 
Mstep: Class 2 contains 11958 members 
Mstep: Class 3 contains 51335 members 
Mstep: Class 4 contains 29307 members 
Mstep: Class 5 contains 31426 members 
Mstep: Class 6 contains 5470 members 
Mstep: Class 7 contains 43161 members 
Mstep: Class 8 contains 21723 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6336 members 
Mstep: Class 11 contains 35601 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 5673 members 
Mstep: Class 14 contains 67635 members 
Mstep: Class 15 contains 10420 members 
Mstep: Class 16 contains 11883 members 
Mstep: Class 17 contains 3912 members 
Mstep: Class 18 contains 25693 members 
Mstep: Class 19 contains 10394 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5690 members 
Mstep: Class 22 contains 15273 members 
Mstep: Class 23 contains 19375 members 
Mstep: Class 24 contains 3645 members 
Mstep: Class 25 contains 14829 members 
Mstep: Class 26 contains 5477 members 
Mstep: Class 27 contains 13089 members 
Mstep: Class 28 contains 11963 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16100 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6902 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 11099 members 
Mstep: Class 38 contains 9433 members 
Mstep: Class 39 contains 50671 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Mstep: Class 45 contains 36346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030184.000000 Penalty: 89796.125000
Iteration 346Q: 46 clusters Score -8.103018e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 45930 members 
Mstep: Class 2 contains 11960 members 
Mstep: Class 3 contains 51133 members 
Mstep: Class 4 contains 29313 members 
Mstep: Class 5 contains 31430 members 
Mstep: Class 6 contains 5469 members 
Mstep: Class 7 contains 43103 members 
Mstep: Class 8 contains 21723 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6336 members 
Mstep: Class 11 contains 35590 members 
Mstep: Class 12 contains 2144 members 
Mstep: Class 13 contains 5673 members 
Mstep: Class 14 contains 67633 members 
Mstep: Class 15 contains 10421 members 
Mstep: Class 16 contains 11883 members 
Mstep: Class 17 contains 3911 members 
Mstep: Class 18 contains 25695 members 
Mstep: Class 19 contains 10394 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5690 members 
Mstep: Class 22 contains 15272 members 
Mstep: Class 23 contains 19375 members 
Mstep: Class 24 contains 3645 members 
Mstep: Class 25 contains 14830 members 
Mstep: Class 26 contains 5476 members 
Mstep: Class 27 contains 13070 members 
Mstep: Class 28 contains 11963 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16101 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6902 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 11092 members 
Mstep: Class 38 contains 9433 members 
Mstep: Class 39 contains 50715 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Mstep: Class 45 contains 36517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030280.000000 Penalty: 89796.125000
Iteration 347Q: 46 clusters Score -8.103028e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 45981 members 
Mstep: Class 2 contains 11959 members 
Mstep: Class 3 contains 50949 members 
Mstep: Class 4 contains 29317 members 
Mstep: Class 5 contains 31434 members 
Mstep: Class 6 contains 5468 members 
Mstep: Class 7 contains 43041 members 
Mstep: Class 8 contains 21724 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6335 members 
Mstep: Class 11 contains 35588 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 5673 members 
Mstep: Class 14 contains 67632 members 
Mstep: Class 15 contains 10421 members 
Mstep: Class 16 contains 11884 members 
Mstep: Class 17 contains 3910 members 
Mstep: Class 18 contains 25695 members 
Mstep: Class 19 contains 10397 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5692 members 
Mstep: Class 22 contains 15269 members 
Mstep: Class 23 contains 19376 members 
Mstep: Class 24 contains 3646 members 
Mstep: Class 25 contains 14830 members 
Mstep: Class 26 contains 5475 members 
Mstep: Class 27 contains 13045 members 
Mstep: Class 28 contains 11962 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16101 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6902 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 11073 members 
Mstep: Class 38 contains 9433 members 
Mstep: Class 39 contains 50752 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Mstep: Class 45 contains 36713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030224.000000 Penalty: 89796.125000
Iteration 348Q: 46 clusters Score -8.103022e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 46004 members 
Mstep: Class 2 contains 11962 members 
Mstep: Class 3 contains 50774 members 
Mstep: Class 4 contains 29321 members 
Mstep: Class 5 contains 31437 members 
Mstep: Class 6 contains 5467 members 
Mstep: Class 7 contains 42991 members 
Mstep: Class 8 contains 21724 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6336 members 
Mstep: Class 11 contains 35588 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 5673 members 
Mstep: Class 14 contains 67629 members 
Mstep: Class 15 contains 10421 members 
Mstep: Class 16 contains 11884 members 
Mstep: Class 17 contains 3909 members 
Mstep: Class 18 contains 25694 members 
Mstep: Class 19 contains 10398 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5693 members 
Mstep: Class 22 contains 15265 members 
Mstep: Class 23 contains 19376 members 
Mstep: Class 24 contains 3644 members 
Mstep: Class 25 contains 14829 members 
Mstep: Class 26 contains 5476 members 
Mstep: Class 27 contains 13031 members 
Mstep: Class 28 contains 11957 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16101 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6902 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 11053 members 
Mstep: Class 38 contains 9433 members 
Mstep: Class 39 contains 50799 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Mstep: Class 45 contains 36907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030320.000000 Penalty: 89796.125000
Iteration 349Q: 46 clusters Score -8.103032e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 46039 members 
Mstep: Class 2 contains 11969 members 
Mstep: Class 3 contains 50607 members 
Mstep: Class 4 contains 29318 members 
Mstep: Class 5 contains 31441 members 
Mstep: Class 6 contains 5465 members 
Mstep: Class 7 contains 42930 members 
Mstep: Class 8 contains 21724 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6336 members 
Mstep: Class 11 contains 35580 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 5673 members 
Mstep: Class 14 contains 67628 members 
Mstep: Class 15 contains 10421 members 
Mstep: Class 16 contains 11884 members 
Mstep: Class 17 contains 3909 members 
Mstep: Class 18 contains 25692 members 
Mstep: Class 19 contains 10398 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5692 members 
Mstep: Class 22 contains 15261 members 
Mstep: Class 23 contains 19376 members 
Mstep: Class 24 contains 3644 members 
Mstep: Class 25 contains 14830 members 
Mstep: Class 26 contains 5475 members 
Mstep: Class 27 contains 13014 members 
Mstep: Class 28 contains 11958 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16102 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6903 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 11035 members 
Mstep: Class 38 contains 9433 members 
Mstep: Class 39 contains 50841 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Mstep: Class 45 contains 37100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030392.000000 Penalty: 89796.125000
Iteration 350Q: 46 clusters Score -8.103039e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 46083 members 
Mstep: Class 2 contains 11972 members 
Mstep: Class 3 contains 50423 members 
Mstep: Class 4 contains 29327 members 
Mstep: Class 5 contains 31449 members 
Mstep: Class 6 contains 5463 members 
Mstep: Class 7 contains 42848 members 
Mstep: Class 8 contains 21724 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6336 members 
Mstep: Class 11 contains 35579 members 
Mstep: Class 12 contains 2144 members 
Mstep: Class 13 contains 5673 members 
Mstep: Class 14 contains 67629 members 
Mstep: Class 15 contains 10421 members 
Mstep: Class 16 contains 11884 members 
Mstep: Class 17 contains 3909 members 
Mstep: Class 18 contains 25693 members 
Mstep: Class 19 contains 10396 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5693 members 
Mstep: Class 22 contains 15256 members 
Mstep: Class 23 contains 19375 members 
Mstep: Class 24 contains 3642 members 
Mstep: Class 25 contains 14830 members 
Mstep: Class 26 contains 5472 members 
Mstep: Class 27 contains 12990 members 
Mstep: Class 28 contains 11957 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16102 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6903 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 11029 members 
Mstep: Class 38 contains 9433 members 
Mstep: Class 39 contains 50896 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Mstep: Class 45 contains 37292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030256.000000 Penalty: 89796.125000
Iteration 351Q: 46 clusters Score -8.103026e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 46114 members 
Mstep: Class 2 contains 11977 members 
Mstep: Class 3 contains 50221 members 
Mstep: Class 4 contains 29332 members 
Mstep: Class 5 contains 31455 members 
Mstep: Class 6 contains 5464 members 
Mstep: Class 7 contains 42786 members 
Mstep: Class 8 contains 21724 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6337 members 
Mstep: Class 11 contains 35572 members 
Mstep: Class 12 contains 2144 members 
Mstep: Class 13 contains 5673 members 
Mstep: Class 14 contains 67630 members 
Mstep: Class 15 contains 10420 members 
Mstep: Class 16 contains 11884 members 
Mstep: Class 17 contains 3908 members 
Mstep: Class 18 contains 25690 members 
Mstep: Class 19 contains 10394 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5694 members 
Mstep: Class 22 contains 15253 members 
Mstep: Class 23 contains 19374 members 
Mstep: Class 24 contains 3641 members 
Mstep: Class 25 contains 14831 members 
Mstep: Class 26 contains 5471 members 
Mstep: Class 27 contains 12981 members 
Mstep: Class 28 contains 11957 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16101 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6903 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 11025 members 
Mstep: Class 38 contains 9433 members 
Mstep: Class 39 contains 50958 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22312 members 
Mstep: Class 45 contains 37475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030128.000000 Penalty: 89796.125000
Iteration 352Q: 46 clusters Score -8.103013e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 46144 members 
Mstep: Class 2 contains 11980 members 
Mstep: Class 3 contains 50042 members 
Mstep: Class 4 contains 29345 members 
Mstep: Class 5 contains 31459 members 
Mstep: Class 6 contains 5464 members 
Mstep: Class 7 contains 42717 members 
Mstep: Class 8 contains 21724 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6337 members 
Mstep: Class 11 contains 35568 members 
Mstep: Class 12 contains 2144 members 
Mstep: Class 13 contains 5673 members 
Mstep: Class 14 contains 67629 members 
Mstep: Class 15 contains 10421 members 
Mstep: Class 16 contains 11884 members 
Mstep: Class 17 contains 3908 members 
Mstep: Class 18 contains 25693 members 
Mstep: Class 19 contains 10394 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5692 members 
Mstep: Class 22 contains 15251 members 
Mstep: Class 23 contains 19374 members 
Mstep: Class 24 contains 3642 members 
Mstep: Class 25 contains 14830 members 
Mstep: Class 26 contains 5473 members 
Mstep: Class 27 contains 12952 members 
Mstep: Class 28 contains 11957 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16101 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6903 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 11022 members 
Mstep: Class 38 contains 9433 members 
Mstep: Class 39 contains 51014 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Mstep: Class 45 contains 37653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030256.000000 Penalty: 89796.125000
Iteration 353Q: 46 clusters Score -8.103026e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 46163 members 
Mstep: Class 2 contains 11981 members 
Mstep: Class 3 contains 49843 members 
Mstep: Class 4 contains 29345 members 
Mstep: Class 5 contains 31460 members 
Mstep: Class 6 contains 5462 members 
Mstep: Class 7 contains 42647 members 
Mstep: Class 8 contains 21724 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6337 members 
Mstep: Class 11 contains 35561 members 
Mstep: Class 12 contains 2144 members 
Mstep: Class 13 contains 5673 members 
Mstep: Class 14 contains 67629 members 
Mstep: Class 15 contains 10421 members 
Mstep: Class 16 contains 11884 members 
Mstep: Class 17 contains 3908 members 
Mstep: Class 18 contains 25692 members 
Mstep: Class 19 contains 10395 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5695 members 
Mstep: Class 22 contains 15250 members 
Mstep: Class 23 contains 19374 members 
Mstep: Class 24 contains 3642 members 
Mstep: Class 25 contains 14831 members 
Mstep: Class 26 contains 5473 members 
Mstep: Class 27 contains 12927 members 
Mstep: Class 28 contains 11956 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16101 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6903 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 11021 members 
Mstep: Class 38 contains 9433 members 
Mstep: Class 39 contains 51108 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Mstep: Class 45 contains 37840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030288.000000 Penalty: 89796.125000
Iteration 354Q: 46 clusters Score -8.103029e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 46152 members 
Mstep: Class 2 contains 11987 members 
Mstep: Class 3 contains 49656 members 
Mstep: Class 4 contains 29343 members 
Mstep: Class 5 contains 31468 members 
Mstep: Class 6 contains 5457 members 
Mstep: Class 7 contains 42581 members 
Mstep: Class 8 contains 21724 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6337 members 
Mstep: Class 11 contains 35554 members 
Mstep: Class 12 contains 2144 members 
Mstep: Class 13 contains 5673 members 
Mstep: Class 14 contains 67626 members 
Mstep: Class 15 contains 10422 members 
Mstep: Class 16 contains 11883 members 
Mstep: Class 17 contains 3908 members 
Mstep: Class 18 contains 25691 members 
Mstep: Class 19 contains 10399 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5696 members 
Mstep: Class 22 contains 15249 members 
Mstep: Class 23 contains 19374 members 
Mstep: Class 24 contains 3643 members 
Mstep: Class 25 contains 14833 members 
Mstep: Class 26 contains 5473 members 
Mstep: Class 27 contains 12911 members 
Mstep: Class 28 contains 11958 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16101 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6903 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 11021 members 
Mstep: Class 38 contains 9433 members 
Mstep: Class 39 contains 51190 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Mstep: Class 45 contains 38033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030208.000000 Penalty: 89796.125000
Iteration 355Q: 46 clusters Score -8.103021e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 46164 members 
Mstep: Class 2 contains 11990 members 
Mstep: Class 3 contains 49476 members 
Mstep: Class 4 contains 29345 members 
Mstep: Class 5 contains 31475 members 
Mstep: Class 6 contains 5452 members 
Mstep: Class 7 contains 42536 members 
Mstep: Class 8 contains 21724 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6337 members 
Mstep: Class 11 contains 35541 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 5673 members 
Mstep: Class 14 contains 67629 members 
Mstep: Class 15 contains 10423 members 
Mstep: Class 16 contains 11882 members 
Mstep: Class 17 contains 3908 members 
Mstep: Class 18 contains 25689 members 
Mstep: Class 19 contains 10399 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5696 members 
Mstep: Class 22 contains 15248 members 
Mstep: Class 23 contains 19374 members 
Mstep: Class 24 contains 3643 members 
Mstep: Class 25 contains 14833 members 
Mstep: Class 26 contains 5472 members 
Mstep: Class 27 contains 12887 members 
Mstep: Class 28 contains 11960 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16102 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6904 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 11016 members 
Mstep: Class 38 contains 9433 members 
Mstep: Class 39 contains 51247 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22312 members 
Mstep: Class 45 contains 38219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030296.000000 Penalty: 89796.125000
Iteration 356Q: 46 clusters Score -8.10303e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 46190 members 
Mstep: Class 2 contains 11996 members 
Mstep: Class 3 contains 49289 members 
Mstep: Class 4 contains 29351 members 
Mstep: Class 5 contains 31480 members 
Mstep: Class 6 contains 5448 members 
Mstep: Class 7 contains 42472 members 
Mstep: Class 8 contains 21724 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6337 members 
Mstep: Class 11 contains 35535 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 5673 members 
Mstep: Class 14 contains 67628 members 
Mstep: Class 15 contains 10424 members 
Mstep: Class 16 contains 11882 members 
Mstep: Class 17 contains 3908 members 
Mstep: Class 18 contains 25685 members 
Mstep: Class 19 contains 10397 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5695 members 
Mstep: Class 22 contains 15245 members 
Mstep: Class 23 contains 19374 members 
Mstep: Class 24 contains 3643 members 
Mstep: Class 25 contains 14832 members 
Mstep: Class 26 contains 5474 members 
Mstep: Class 27 contains 12885 members 
Mstep: Class 28 contains 11961 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16102 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6904 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 11013 members 
Mstep: Class 38 contains 9433 members 
Mstep: Class 39 contains 51311 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22312 members 
Mstep: Class 45 contains 38386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030408.000000 Penalty: 89796.125000
Iteration 357Q: 46 clusters Score -8.103041e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 46227 members 
Mstep: Class 2 contains 12001 members 
Mstep: Class 3 contains 49120 members 
Mstep: Class 4 contains 29347 members 
Mstep: Class 5 contains 31483 members 
Mstep: Class 6 contains 5446 members 
Mstep: Class 7 contains 42429 members 
Mstep: Class 8 contains 21724 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6337 members 
Mstep: Class 11 contains 35523 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 5673 members 
Mstep: Class 14 contains 67632 members 
Mstep: Class 15 contains 10424 members 
Mstep: Class 16 contains 11882 members 
Mstep: Class 17 contains 3909 members 
Mstep: Class 18 contains 25683 members 
Mstep: Class 19 contains 10397 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5692 members 
Mstep: Class 22 contains 15242 members 
Mstep: Class 23 contains 19373 members 
Mstep: Class 24 contains 3643 members 
Mstep: Class 25 contains 14832 members 
Mstep: Class 26 contains 5475 members 
Mstep: Class 27 contains 12876 members 
Mstep: Class 28 contains 11961 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16102 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6904 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 11007 members 
Mstep: Class 38 contains 9433 members 
Mstep: Class 39 contains 51362 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22312 members 
Mstep: Class 45 contains 38537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030384.000000 Penalty: 89796.125000
Iteration 358Q: 46 clusters Score -8.103038e+07 nChanged 807
Entering ConstructFrom: 
Score: -81030384.000000 Penalty: 89796.125000
Entering ConstructFrom: 
Trying to split cluster 1 (46252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46252 members 
Entering Unmasked Estep 
Score: -5891495.000000 Penalty: 1598.388916
	Iteration 0F: 2 clusters Score -5891495 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 23188 members 
Entering Unmasked Estep 
Score: -5861980.500000 Penalty: 3196.777832
	Iteration 0F: 3 clusters Score -5861980 nChanged 21168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22832 members 
Mstep: Class 2 contains 23420 members 
Entering Unmasked Estep 
Score: -5873566.500000 Penalty: 3196.777832
	Iteration 1F: 3 clusters Score -5873566 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -5874087.000000 Penalty: 3196.777832
	Iteration 2Q: 3 clusters Score -5874087 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22328 members 
Mstep: Class 2 contains 23924 members 
Entering Unmasked Estep 
Score: -5874644.000000 Penalty: 3196.777832
	Iteration 3Q: 3 clusters Score -5874644 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21913 members 
Mstep: Class 2 contains 24339 members 
Entering Unmasked Estep 
Score: -5875198.500000 Penalty: 3196.777832
	Iteration 4Q: 3 clusters Score -5875198 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 24856 members 
Entering Unmasked Estep 
Score: -5875619.000000 Penalty: 3196.777832
	Iteration 5Q: 3 clusters Score -5875619 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 25559 members 
Entering Unmasked Estep 
Score: -5876102.500000 Penalty: 3196.777832
	Iteration 6Q: 3 clusters Score -5876102 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 26516 members 
Entering Unmasked Estep 
Score: -5876613.500000 Penalty: 3196.777832
	Iteration 7Q: 3 clusters Score -5876614 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 27785 members 
Entering Unmasked Estep 
Score: -5877357.500000 Penalty: 3196.777832
	Iteration 8Q: 3 clusters Score -5877358 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 29419 members 
Entering Unmasked Estep 
Score: -5878304.000000 Penalty: 3196.777832
	Iteration 9Q: 3 clusters Score -5878304 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 31404 members 
Entering Unmasked Estep 
Score: -5879588.500000 Penalty: 3196.777832
	Iteration 10Q: 3 clusters Score -5879588 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 33652 members 
Entering Unmasked Estep 
Score: -5881326.500000 Penalty: 3196.777832
	Iteration 11F: 3 clusters Score -5881326 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 35818 members 
Entering Unmasked Estep 
Score: -5883119.500000 Penalty: 3196.777832
	Iteration 12F: 3 clusters Score -5883120 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 37665 members 
Entering Unmasked Estep 
Score: -5884702.500000 Penalty: 3196.777832
	Iteration 13Q: 3 clusters Score -5884702 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 39087 members 
Entering Unmasked Estep 
Score: -5886031.000000 Penalty: 3196.777832
	Iteration 14Q: 3 clusters Score -5886031 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 40163 members 
Entering Unmasked Estep 
Score: -5887109.000000 Penalty: 3196.777832
	Iteration 15Q: 3 clusters Score -5887109 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 40963 members 
Entering Unmasked Estep 
Score: -5887812.500000 Penalty: 3196.777832
	Iteration 16Q: 3 clusters Score -5887812 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 41567 members 
Entering Unmasked Estep 
Score: -5888284.500000 Penalty: 3196.777832
	Iteration 17Q: 3 clusters Score -5888284 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 42048 members 
Entering Unmasked Estep 
Score: -5888641.500000 Penalty: 3196.777832
	Iteration 18Q: 3 clusters Score -5888642 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 42402 members 
Entering Unmasked Estep 
Score: -5888907.000000 Penalty: 3196.777832
	Iteration 19Q: 3 clusters Score -5888907 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 42705 members 
Entering Unmasked Estep 
Score: -5889123.500000 Penalty: 3196.777832
	Iteration 20F: 3 clusters Score -5889124 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 42970 members 
Entering Unmasked Estep 
Score: -5889332.500000 Penalty: 3196.777832
	Iteration 21Q: 3 clusters Score -5889332 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 43211 members 
Entering Unmasked Estep 
Score: -5889477.000000 Penalty: 3196.777832
	Iteration 22Q: 3 clusters Score -5889477 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 43413 members 
Entering Unmasked Estep 
Score: -5889616.500000 Penalty: 3196.777832
	Iteration 23Q: 3 clusters Score -5889616 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 43590 members 
Entering Unmasked Estep 
Score: -5889707.500000 Penalty: 3196.777832
	Iteration 24Q: 3 clusters Score -5889708 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 43751 members 
Entering Unmasked Estep 
Score: -5889800.500000 Penalty: 3196.777832
	Iteration 25Q: 3 clusters Score -5889800 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 43920 members 
Entering Unmasked Estep 
Score: -5889880.000000 Penalty: 3196.777832
	Iteration 26Q: 3 clusters Score -5889880 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 44055 members 
Entering Unmasked Estep 
Score: -5889951.500000 Penalty: 3196.777832
	Iteration 27Q: 3 clusters Score -5889952 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 44183 members 
Entering Unmasked Estep 
Score: -5889999.500000 Penalty: 3196.777832
	Iteration 28Q: 3 clusters Score -5890000 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 44296 members 
Entering Unmasked Estep 
Score: -5890059.500000 Penalty: 3196.777832
	Iteration 29Q: 3 clusters Score -5890060 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 44380 members 
Entering Unmasked Estep 
Score: -5890103.000000 Penalty: 3196.777832
	Iteration 30Q: 3 clusters Score -5890103 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 44466 members 
Entering Unmasked Estep 
Score: -5890129.000000 Penalty: 3196.777832
	Iteration 31Q: 3 clusters Score -5890129 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 44533 members 
Entering Unmasked Estep 
Score: -5890165.000000 Penalty: 3196.777832
	Iteration 32Q: 3 clusters Score -5890165 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 44595 members 
Entering Unmasked Estep 
Score: -5890188.000000 Penalty: 3196.777832
	Iteration 33Q: 3 clusters Score -5890188 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 44641 members 
Entering Unmasked Estep 
Score: -5890206.500000 Penalty: 3196.777832
	Iteration 34Q: 3 clusters Score -5890206 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 44691 members 
Entering Unmasked Estep 
Score: -5890232.500000 Penalty: 3196.777832
	Iteration 35Q: 3 clusters Score -5890232 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 44717 members 
Entering Unmasked Estep 
Score: -5890225.000000 Penalty: 3196.777832
	Iteration 36Q: 3 clusters Score -5890225 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 44745 members 
Entering Unmasked Estep 
Score: -5890242.500000 Penalty: 3196.777832
	Iteration 37Q: 3 clusters Score -5890242 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 44766 members 
Entering Unmasked Estep 
Score: -5890250.000000 Penalty: 3196.777832
	Iteration 38Q: 3 clusters Score -5890250 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 44795 members 
Entering Unmasked Estep 
Score: -5890261.500000 Penalty: 3196.777832
	Iteration 39Q: 3 clusters Score -5890262 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 44830 members 
Entering Unmasked Estep 
Score: -5890286.000000 Penalty: 3196.777832
	Iteration 40F: 3 clusters Score -5890286 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 44861 members 
Entering Unmasked Estep 
Score: -5890285.000000 Penalty: 3196.777832
	Iteration 41Q: 3 clusters Score -5890285 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 44882 members 
Entering Unmasked Estep 
Score: -5890293.000000 Penalty: 3196.777832
	Iteration 42Q: 3 clusters Score -5890293 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 44895 members 
Entering Unmasked Estep 
Score: -5890308.500000 Penalty: 3196.777832
	Iteration 43Q: 3 clusters Score -5890308 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 44910 members 
Entering Unmasked Estep 
Score: -5890328.500000 Penalty: 3196.777832
	Iteration 44Q: 3 clusters Score -5890328 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 44925 members 
Entering Unmasked Estep 
Score: -5890339.000000 Penalty: 3196.777832
	Iteration 45Q: 3 clusters Score -5890339 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 44940 members 
Entering Unmasked Estep 
Score: -5890342.000000 Penalty: 3196.777832
	Iteration 46Q: 3 clusters Score -5890342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 44951 members 
Entering Unmasked Estep 
Score: -5890343.500000 Penalty: 3196.777832
	Iteration 47Q: 3 clusters Score -5890344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 44963 members 
Entering Unmasked Estep 
Score: -5890346.500000 Penalty: 3196.777832
	Iteration 48Q: 3 clusters Score -5890346 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 44975 members 
Entering Unmasked Estep 
Score: -5890349.500000 Penalty: 3196.777832
	Iteration 49Q: 3 clusters Score -5890350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 44976 members 
Entering Unmasked Estep 
Score: -5890352.000000 Penalty: 3196.777832
	Iteration 50Q: 3 clusters Score -5890352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 44980 members 
Entering Unmasked Estep 
Score: -5890356.000000 Penalty: 3196.777832
	Iteration 51Q: 3 clusters Score -5890356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 44984 members 
Entering Unmasked Estep 
Score: -5890350.000000 Penalty: 3196.777832
	Iteration 52Q: 3 clusters Score -5890350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 44990 members 
Entering Unmasked Estep 
Score: -5890351.500000 Penalty: 3196.777832
	Iteration 53Q: 3 clusters Score -5890352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 44994 members 
Entering Unmasked Estep 
Score: -5890353.500000 Penalty: 3196.777832
	Iteration 54Q: 3 clusters Score -5890354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 45002 members 
Entering Unmasked Estep 
Score: -5890356.000000 Penalty: 3196.777832
	Iteration 55Q: 3 clusters Score -5890356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 45012 members 
Entering Unmasked Estep 
Score: -5890356.000000 Penalty: 3196.777832
	Iteration 56Q: 3 clusters Score -5890356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 45016 members 
Entering Unmasked Estep 
Score: -5890367.500000 Penalty: 3196.777832
	Iteration 57Q: 3 clusters Score -5890368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 45025 members 
Entering Unmasked Estep 
Score: -5890369.500000 Penalty: 3196.777832
	Iteration 58Q: 3 clusters Score -5890370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 45032 members 
Entering Unmasked Estep 
Score: -5890376.500000 Penalty: 3196.777832
	Iteration 59Q: 3 clusters Score -5890376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 45036 members 
Entering Unmasked Estep 
Score: -5890370.500000 Penalty: 3196.777832
	Iteration 60F: 3 clusters Score -5890370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 45037 members 
Entering Unmasked Estep 
Score: -5890372.000000 Penalty: 3196.777832
	Iteration 61Q: 3 clusters Score -5890372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 45036 members 
Entering Unmasked Estep 
Score: -5890372.000000 Penalty: 3196.777832
	Iteration 62Q: 3 clusters Score -5890372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 45037 members 
Entering Unmasked Estep 
Score: -5890376.000000 Penalty: 3196.777832
	Iteration 63Q: 3 clusters Score -5890376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 45040 members 
Entering Unmasked Estep 
Score: -5890380.000000 Penalty: 3196.777832
	Iteration 64Q: 3 clusters Score -5890380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 45044 members 
Entering Unmasked Estep 
Score: -5890383.500000 Penalty: 3196.777832
	Iteration 65Q: 3 clusters Score -5890384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 45046 members 
Entering Unmasked Estep 
Score: -5890387.000000 Penalty: 3196.777832
	Iteration 66Q: 3 clusters Score -5890387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 45049 members 
Entering Unmasked Estep 
Score: -5890387.500000 Penalty: 3196.777832
	Iteration 67Q: 3 clusters Score -5890388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 45052 members 
Entering Unmasked Estep 
Score: -5890381.000000 Penalty: 3196.777832
	Iteration 68Q: 3 clusters Score -5890381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 45055 members 
Entering Unmasked Estep 
Score: -5890386.500000 Penalty: 3196.777832
	Iteration 69Q: 3 clusters Score -5890386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 45058 members 
Entering Unmasked Estep 
Score: -5890385.000000 Penalty: 3196.777832
	Iteration 70Q: 3 clusters Score -5890385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 45058 members 
Entering Unmasked Estep 
Score: -5890388.000000 Penalty: 3196.777832
	Iteration 71Q: 3 clusters Score -5890388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 45061 members 
Entering Unmasked Estep 
Score: -5890390.000000 Penalty: 3196.777832
	Iteration 72Q: 3 clusters Score -5890390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 45064 members 
Entering Unmasked Estep 
Score: -5890391.500000 Penalty: 3196.777832
	Iteration 73Q: 3 clusters Score -5890392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 45065 members 
Entering Unmasked Estep 
Score: -5890389.000000 Penalty: 3196.777832
	Iteration 74Q: 3 clusters Score -5890389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 45066 members 
Entering Unmasked Estep 
Score: -5890392.000000 Penalty: 3196.777832
	Iteration 75Q: 3 clusters Score -5890392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 45066 members 
Entering Unmasked Estep 
Score: -5890392.000000 Penalty: 3196.777832
	Iteration 76F: 3 clusters Score -5890392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Entering Unmasked Estep 
Score: -1521453.125000 Penalty: 1397.764526
	Iteration 0F: 2 clusters Score -1521453 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 6105 members 
Entering Unmasked Estep 
Score: -1513310.375000 Penalty: 2795.529053
	Iteration 0F: 3 clusters Score -1513310 nChanged 5161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1516065.375000 Penalty: 2795.529053
	Iteration 1F: 3 clusters Score -1516065 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1516396.000000 Penalty: 2795.529053
	Iteration 2F: 3 clusters Score -1516396 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1516673.750000 Penalty: 2795.529053
	Iteration 3F: 3 clusters Score -1516674 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1516927.125000 Penalty: 2795.529053
	Iteration 4Q: 3 clusters Score -1516927 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1517199.750000 Penalty: 2795.529053
	Iteration 5Q: 3 clusters Score -1517200 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1517530.000000 Penalty: 2795.529053
	Iteration 6Q: 3 clusters Score -1517530 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1517946.000000 Penalty: 2795.529053
	Iteration 7F: 3 clusters Score -1517946 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1518438.000000 Penalty: 2795.529053
	Iteration 8F: 3 clusters Score -1518438 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1518930.250000 Penalty: 2795.529053
	Iteration 9F: 3 clusters Score -1518930 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -1519367.250000 Penalty: 2795.529053
	Iteration 10Q: 3 clusters Score -1519367 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -1519705.500000 Penalty: 2795.529053
	Iteration 11Q: 3 clusters Score -1519706 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -1519926.750000 Penalty: 2795.529053
	Iteration 12Q: 3 clusters Score -1519927 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -1520053.125000 Penalty: 2795.529053
	Iteration 13Q: 3 clusters Score -1520053 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -1520125.250000 Penalty: 2795.529053
	Iteration 14Q: 3 clusters Score -1520125 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -1520163.250000 Penalty: 2795.529053
	Iteration 15Q: 3 clusters Score -1520163 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -1520201.125000 Penalty: 2795.529053
	Iteration 16Q: 3 clusters Score -1520201 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1520242.625000 Penalty: 2795.529053
	Iteration 17Q: 3 clusters Score -1520243 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -1520271.000000 Penalty: 2795.529053
	Iteration 18Q: 3 clusters Score -1520271 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -1520282.125000 Penalty: 2795.529053
	Iteration 19Q: 3 clusters Score -1520282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -1520295.375000 Penalty: 2795.529053
	Iteration 20F: 3 clusters Score -1520295 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -1520310.875000 Penalty: 2795.529053
	Iteration 21Q: 3 clusters Score -1520311 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -1520316.250000 Penalty: 2795.529053
	Iteration 22Q: 3 clusters Score -1520316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -1520316.250000 Penalty: 2795.529053
	Iteration 23F: 3 clusters Score -1520316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (48944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48944 members 
Entering Unmasked Estep 
Score: -6248814.000000 Penalty: 1606.806763
	Iteration 0F: 2 clusters Score -6248814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24513 members 
Mstep: Class 2 contains 24431 members 
Entering Unmasked Estep 
Score: -6217223.000000 Penalty: 3213.613525
	Iteration 0F: 3 clusters Score -6217223 nChanged 22729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24442 members 
Mstep: Class 2 contains 24502 members 
Entering Unmasked Estep 
Score: -6230165.000000 Penalty: 3213.613525
	Iteration 1F: 3 clusters Score -6230165 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24374 members 
Mstep: Class 2 contains 24570 members 
Entering Unmasked Estep 
Score: -6230629.000000 Penalty: 3213.613525
	Iteration 2Q: 3 clusters Score -6230629 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24316 members 
Mstep: Class 2 contains 24628 members 
Entering Unmasked Estep 
Score: -6231072.500000 Penalty: 3213.613525
	Iteration 3Q: 3 clusters Score -6231072 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 24734 members 
Entering Unmasked Estep 
Score: -6231579.500000 Penalty: 3213.613525
	Iteration 4Q: 3 clusters Score -6231580 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23990 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 23648 members 
Mstep: Class 2 contains 25296 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 25678 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -6233592 nChanged 2009
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22811 members 
Mstep: Class 2 contains 26133 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 26701 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -6235714 nChanged 2436
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21731 members 
Mstep: Class 2 contains 27213 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 27572 members 
Entering Unmasked Estep 
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	Iteration 11F: 3 clusters Score -6239246 nChanged 2777
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Mstep: Class 1 contains 21243 members 
Mstep: Class 2 contains 27701 members 
Entering Unmasked Estep 
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	Iteration 12F: 3 clusters Score -6241260 nChanged 2565
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Mstep: Class 1 contains 21360 members 
Mstep: Class 2 contains 27584 members 
Entering Unmasked Estep 
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	Iteration 13F: 3 clusters Score -6242872 nChanged 1865
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Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 27461 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 27289 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -6244066 nChanged 957
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Mstep: Class 1 contains 21834 members 
Mstep: Class 2 contains 27110 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22047 members 
Mstep: Class 2 contains 26897 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -6244635 nChanged 781
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Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 26646 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -6244910 nChanged 728
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Mstep: Class 1 contains 22540 members 
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Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -6245174 nChanged 697
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Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 26173 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -6245374 nChanged 691
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23016 members 
Mstep: Class 2 contains 25928 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -6245596 nChanged 696
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Mstep: Class 1 contains 23302 members 
Mstep: Class 2 contains 25642 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -6245814 nChanged 673
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 25349 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -6246063 nChanged 643
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23932 members 
Mstep: Class 2 contains 25012 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -6246284 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24231 members 
Mstep: Class 2 contains 24713 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -6246438 nChanged 531
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Mstep: Class 1 contains 24494 members 
Mstep: Class 2 contains 24450 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -6246608 nChanged 471
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Mstep: Class 1 contains 24753 members 
Mstep: Class 2 contains 24191 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -6246717 nChanged 425
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Mstep: Class 1 contains 25010 members 
Mstep: Class 2 contains 23934 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -6246798 nChanged 362
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Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 23710 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -6246862 nChanged 327
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Mstep: Class 1 contains 25419 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -6246944 nChanged 257
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Mstep: Class 1 contains 25560 members 
Mstep: Class 2 contains 23384 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -6246952 nChanged 214
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Mstep: Class 1 contains 25714 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -6246998 nChanged 191
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Mstep: Class 1 contains 25865 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -6246976 nChanged 153
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Mstep: Class 1 contains 25996 members 
Mstep: Class 2 contains 22948 members 
Entering Unmasked Estep 
Score: -6247017.000000 Penalty: 3213.613525
	Iteration 34Q: 3 clusters Score -6247017 nChanged 130
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Mstep: Class 1 contains 26112 members 
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Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6247030 nChanged 109
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Mstep: Class 1 contains 26209 members 
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Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6247040 nChanged 105
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Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6247033 nChanged 72
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Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6247044 nChanged 79
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Mstep: Class 1 contains 26443 members 
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Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6247030 nChanged 66
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Mstep: Class 1 contains 26507 members 
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Entering Unmasked Estep 
Score: -6247038.500000 Penalty: 3213.613525
	Iteration 40F: 3 clusters Score -6247038 nChanged 77
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Mstep: Class 1 contains 26580 members 
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Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6247035 nChanged 73
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Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6247047 nChanged 64
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Mstep: Class 1 contains 26715 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6247038 nChanged 59
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Mstep: Class 1 contains 26774 members 
Mstep: Class 2 contains 22170 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6247034 nChanged 60
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Mstep: Class 1 contains 26834 members 
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Entering Unmasked Estep 
Score: -6247051.500000 Penalty: 3213.613525
	Iteration 45Q: 3 clusters Score -6247052 nChanged 63
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Mstep: Class 1 contains 26897 members 
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6247066 nChanged 60
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Mstep: Class 1 contains 26957 members 
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6247064 nChanged 64
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Mstep: Class 1 contains 27021 members 
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6247080 nChanged 80
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Mstep: Class 1 contains 27101 members 
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6247080 nChanged 72
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Mstep: Class 1 contains 27173 members 
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Entering Unmasked Estep 
Score: -6247084.000000 Penalty: 3213.613525
	Iteration 50Q: 3 clusters Score -6247084 nChanged 73
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6247068 nChanged 70
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	Iteration 52Q: 3 clusters Score -6247076 nChanged 70
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	Iteration 53Q: 3 clusters Score -6247088 nChanged 68
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6247092 nChanged 85
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Entering Unmasked Estep 
Score: -6247105.500000 Penalty: 3213.613525
	Iteration 55Q: 3 clusters Score -6247106 nChanged 77
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Score: -6247115.000000 Penalty: 3213.613525
	Iteration 56Q: 3 clusters Score -6247115 nChanged 80
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Mstep: Class 1 contains 27692 members 
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Score: -6247129.500000 Penalty: 3213.613525
	Iteration 57Q: 3 clusters Score -6247130 nChanged 73
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Mstep: Class 1 contains 27765 members 
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Score: -6247149.500000 Penalty: 3213.613525
	Iteration 58Q: 3 clusters Score -6247150 nChanged 72
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Entering Unmasked Estep 
Score: -6247155.500000 Penalty: 3213.613525
	Iteration 59Q: 3 clusters Score -6247156 nChanged 69
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Mstep: Class 1 contains 27906 members 
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Entering Unmasked Estep 
Score: -6247160.500000 Penalty: 3213.613525
	Iteration 60F: 3 clusters Score -6247160 nChanged 66
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -6247171.500000 Penalty: 3213.613525
	Iteration 61Q: 3 clusters Score -6247172 nChanged 61
Entering Unmasked Mstep 
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	Iteration 62Q: 3 clusters Score -6247184 nChanged 54
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Mstep: Class 1 contains 28087 members 
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Entering Unmasked Estep 
Score: -6247191.500000 Penalty: 3213.613525
	Iteration 63Q: 3 clusters Score -6247192 nChanged 54
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Mstep: Class 1 contains 28141 members 
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	Iteration 64Q: 3 clusters Score -6247193 nChanged 61
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	Iteration 65Q: 3 clusters Score -6247200 nChanged 51
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Mstep: Class 1 contains 28253 members 
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Entering Unmasked Estep 
Score: -6247206.500000 Penalty: 3213.613525
	Iteration 66Q: 3 clusters Score -6247206 nChanged 66
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Mstep: Class 1 contains 28319 members 
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Entering Unmasked Estep 
Score: -6247225.500000 Penalty: 3213.613525
	Iteration 67Q: 3 clusters Score -6247226 nChanged 59
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6247220 nChanged 62
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -6247224.500000 Penalty: 3213.613525
	Iteration 69Q: 3 clusters Score -6247224 nChanged 66
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6247230 nChanged 68
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Entering Unmasked Estep 
Score: -6247231.000000 Penalty: 3213.613525
	Iteration 71Q: 3 clusters Score -6247231 nChanged 61
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6247230 nChanged 62
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Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6247224 nChanged 53
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6247234 nChanged 48
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	Iteration 75Q: 3 clusters Score -6247228 nChanged 47
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	Iteration 76Q: 3 clusters Score -6247227 nChanged 45
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6247230 nChanged 52
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	Iteration 78Q: 3 clusters Score -6247235 nChanged 54
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	Iteration 79Q: 3 clusters Score -6247236 nChanged 50
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Mstep: Class 1 contains 29044 members 
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Entering Unmasked Estep 
Score: -6247239.500000 Penalty: 3213.613525
	Iteration 80F: 3 clusters Score -6247240 nChanged 59
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6247242 nChanged 56
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6247252 nChanged 48
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	Iteration 83Q: 3 clusters Score -6247260 nChanged 45
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	Iteration 84Q: 3 clusters Score -6247264 nChanged 38
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6247278 nChanged 41
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Mstep: Class 1 contains 29331 members 
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Entering Unmasked Estep 
Score: -6247285.000000 Penalty: 3213.613525
	Iteration 86Q: 3 clusters Score -6247285 nChanged 52
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6247282 nChanged 59
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	Iteration 88Q: 3 clusters Score -6247283 nChanged 54
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6247288 nChanged 60
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Entering Unmasked Estep 
Score: -6247266.000000 Penalty: 3213.613525
	Iteration 90Q: 3 clusters Score -6247266 nChanged 54
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	Iteration 91Q: 3 clusters Score -6247268 nChanged 51
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Mstep: Class 1 contains 29661 members 
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Entering Unmasked Estep 
Score: -6247272.500000 Penalty: 3213.613525
	Iteration 92Q: 3 clusters Score -6247272 nChanged 50
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Mstep: Class 1 contains 29711 members 
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Entering Unmasked Estep 
Score: -6247291.500000 Penalty: 3213.613525
	Iteration 93Q: 3 clusters Score -6247292 nChanged 56
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6247292 nChanged 68
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Entering Unmasked Estep 
Score: -6247303.500000 Penalty: 3213.613525
	Iteration 95Q: 3 clusters Score -6247304 nChanged 85
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Entering Unmasked Estep 
Score: -6247312.500000 Penalty: 3213.613525
	Iteration 96Q: 3 clusters Score -6247312 nChanged 84
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Entering Unmasked Estep 
Score: -6247329.500000 Penalty: 3213.613525
	Iteration 97Q: 3 clusters Score -6247330 nChanged 98
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	Iteration 104Q: 3 clusters Score -6247398 nChanged 85
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	Iteration 105Q: 3 clusters Score -6247394 nChanged 84
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	Iteration 106Q: 3 clusters Score -6247398 nChanged 83
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	Iteration 112Q: 3 clusters Score -6247450 nChanged 46
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	Iteration 113Q: 3 clusters Score -6247444 nChanged 32
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	Iteration 114Q: 3 clusters Score -6247449 nChanged 27
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	Iteration 115Q: 3 clusters Score -6247460 nChanged 19
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	Iteration 116Q: 3 clusters Score -6247462 nChanged 14
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	Iteration 117Q: 3 clusters Score -6247468 nChanged 20
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	Iteration 118Q: 3 clusters Score -6247462 nChanged 24
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	Iteration 119Q: 3 clusters Score -6247462 nChanged 28
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -6247444 nChanged 33
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	Iteration 121Q: 3 clusters Score -6247445 nChanged 25
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	Iteration 122Q: 3 clusters Score -6247444 nChanged 24
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	Iteration 126Q: 3 clusters Score -6247446 nChanged 14
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -6247450 nChanged 20
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	Iteration 128Q: 3 clusters Score -6247436 nChanged 27
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	Iteration 129Q: 3 clusters Score -6247439 nChanged 22
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	Iteration 130Q: 3 clusters Score -6247451 nChanged 25
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	Iteration 136Q: 3 clusters Score -6247452 nChanged 41
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	Iteration 137Q: 3 clusters Score -6247455 nChanged 43
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	Iteration 138Q: 3 clusters Score -6247442 nChanged 40
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	Iteration 139Q: 3 clusters Score -6247447 nChanged 46
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	Iteration 140F: 3 clusters Score -6247453 nChanged 45
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	Iteration 141Q: 3 clusters Score -6247456 nChanged 52
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	Iteration 143Q: 3 clusters Score -6247466 nChanged 39
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	Iteration 145Q: 3 clusters Score -6247458 nChanged 39
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	Iteration 146Q: 3 clusters Score -6247461 nChanged 38
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	Iteration 147Q: 3 clusters Score -6247464 nChanged 38
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	Iteration 148Q: 3 clusters Score -6247461 nChanged 28
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	Iteration 149Q: 3 clusters Score -6247460 nChanged 26
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	Iteration 150Q: 3 clusters Score -6247477 nChanged 29
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	Iteration 151Q: 3 clusters Score -6247480 nChanged 35
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	Iteration 156Q: 3 clusters Score -6247482 nChanged 20
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	Iteration 157Q: 3 clusters Score -6247481 nChanged 14
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	Iteration 159Q: 3 clusters Score -6247479 nChanged 14
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	Iteration 160F: 3 clusters Score -6247495 nChanged 13
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	Iteration 161Q: 3 clusters Score -6247491 nChanged 8
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	Iteration 162Q: 3 clusters Score -6247495 nChanged 8
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	Iteration 163Q: 3 clusters Score -6247500 nChanged 8
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	Iteration 164Q: 3 clusters Score -6247485 nChanged 10
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	Iteration 165Q: 3 clusters Score -6247490 nChanged 14
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	Iteration 166Q: 3 clusters Score -6247488 nChanged 13
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	Iteration 167Q: 3 clusters Score -6247490 nChanged 13
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	Iteration 168Q: 3 clusters Score -6247486 nChanged 9
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	Iteration 169Q: 3 clusters Score -6247497 nChanged 11
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	Iteration 170Q: 3 clusters Score -6247493 nChanged 14
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	Iteration 171Q: 3 clusters Score -6247498 nChanged 9
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	Iteration 172Q: 3 clusters Score -6247506 nChanged 11
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	Iteration 173Q: 3 clusters Score -6247500 nChanged 10
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	Iteration 174Q: 3 clusters Score -6247505 nChanged 12
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	Iteration 175Q: 3 clusters Score -6247504 nChanged 13
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	Iteration 176Q: 3 clusters Score -6247509 nChanged 12
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	Iteration 177Q: 3 clusters Score -6247508 nChanged 11
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	Iteration 178Q: 3 clusters Score -6247506 nChanged 14
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	Iteration 179Q: 3 clusters Score -6247504 nChanged 11
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	Iteration 180F: 3 clusters Score -6247504 nChanged 18
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	Iteration 181Q: 3 clusters Score -6247496 nChanged 15
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	Iteration 182Q: 3 clusters Score -6247500 nChanged 19
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	Iteration 183Q: 3 clusters Score -6247504 nChanged 21
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	Iteration 184Q: 3 clusters Score -6247496 nChanged 15
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	Iteration 185Q: 3 clusters Score -6247502 nChanged 15
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	Iteration 186Q: 3 clusters Score -6247508 nChanged 13
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	Iteration 187Q: 3 clusters Score -6247508 nChanged 13
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	Iteration 188Q: 3 clusters Score -6247515 nChanged 15
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	Iteration 189Q: 3 clusters Score -6247514 nChanged 20
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	Iteration 190Q: 3 clusters Score -6247526 nChanged 27
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Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -6247520.500000 Penalty: 3213.613525
	Iteration 191Q: 3 clusters Score -6247520 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32926 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -6247522.000000 Penalty: 3213.613525
	Iteration 192Q: 3 clusters Score -6247522 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32954 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -6247523.500000 Penalty: 3213.613525
	Iteration 193Q: 3 clusters Score -6247524 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32984 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -6247520.500000 Penalty: 3213.613525
	Iteration 194Q: 3 clusters Score -6247520 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33016 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -6247511.000000 Penalty: 3213.613525
	Iteration 195Q: 3 clusters Score -6247511 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33050 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -6247517.500000 Penalty: 3213.613525
	Iteration 196Q: 3 clusters Score -6247518 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33085 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -6247510.000000 Penalty: 3213.613525
	Iteration 197Q: 3 clusters Score -6247510 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33122 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -6247520.000000 Penalty: 3213.613525
	Iteration 198Q: 3 clusters Score -6247520 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33162 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -6247531.500000 Penalty: 3213.613525
	Iteration 199Q: 3 clusters Score -6247532 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33197 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -6247541.000000 Penalty: 3213.613525
	Iteration 200F: 3 clusters Score -6247541 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33237 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -6247541.000000 Penalty: 3213.613525
	Iteration 201Q: 3 clusters Score -6247541 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33275 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -6247545.500000 Penalty: 3213.613525
	Iteration 202Q: 3 clusters Score -6247546 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33311 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -6247543.000000 Penalty: 3213.613525
	Iteration 203Q: 3 clusters Score -6247543 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33347 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -6247547.000000 Penalty: 3213.613525
	Iteration 204Q: 3 clusters Score -6247547 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33389 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -6247544.000000 Penalty: 3213.613525
	Iteration 205Q: 3 clusters Score -6247544 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33428 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -6247545.000000 Penalty: 3213.613525
	Iteration 206Q: 3 clusters Score -6247545 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33461 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -6247534.500000 Penalty: 3213.613525
	Iteration 207Q: 3 clusters Score -6247534 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33489 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -6247534.000000 Penalty: 3213.613525
	Iteration 208Q: 3 clusters Score -6247534 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33512 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -6247529.000000 Penalty: 3213.613525
	Iteration 209Q: 3 clusters Score -6247529 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33530 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -6247522.000000 Penalty: 3213.613525
	Iteration 210Q: 3 clusters Score -6247522 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33555 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -6247538.000000 Penalty: 3213.613525
	Iteration 211Q: 3 clusters Score -6247538 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33586 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -6247529.000000 Penalty: 3213.613525
	Iteration 212Q: 3 clusters Score -6247529 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33614 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -6247525.500000 Penalty: 3213.613525
	Iteration 213Q: 3 clusters Score -6247526 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33634 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -6247532.000000 Penalty: 3213.613525
	Iteration 214Q: 3 clusters Score -6247532 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33657 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -6247540.000000 Penalty: 3213.613525
	Iteration 215Q: 3 clusters Score -6247540 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33680 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -6247555.000000 Penalty: 3213.613525
	Iteration 216Q: 3 clusters Score -6247555 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33697 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -6247544.000000 Penalty: 3213.613525
	Iteration 217Q: 3 clusters Score -6247544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33711 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -6247538.500000 Penalty: 3213.613525
	Iteration 218Q: 3 clusters Score -6247538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33721 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -6247536.000000 Penalty: 3213.613525
	Iteration 219Q: 3 clusters Score -6247536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33733 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -6247527.500000 Penalty: 3213.613525
	Iteration 220F: 3 clusters Score -6247528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33740 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -6247536.000000 Penalty: 3213.613525
	Iteration 221Q: 3 clusters Score -6247536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33744 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -6247539.500000 Penalty: 3213.613525
	Iteration 222Q: 3 clusters Score -6247540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33750 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -6247537.500000 Penalty: 3213.613525
	Iteration 223Q: 3 clusters Score -6247538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33758 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -6247536.500000 Penalty: 3213.613525
	Iteration 224Q: 3 clusters Score -6247536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33763 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -6247540.000000 Penalty: 3213.613525
	Iteration 225Q: 3 clusters Score -6247540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33768 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -6247532.000000 Penalty: 3213.613525
	Iteration 226Q: 3 clusters Score -6247532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33773 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -6247530.000000 Penalty: 3213.613525
	Iteration 227Q: 3 clusters Score -6247530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33774 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -6247537.000000 Penalty: 3213.613525
	Iteration 228Q: 3 clusters Score -6247537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33775 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -6247536.000000 Penalty: 3213.613525
	Iteration 229Q: 3 clusters Score -6247536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33776 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -6247541.000000 Penalty: 3213.613525
	Iteration 230Q: 3 clusters Score -6247541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33777 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -6247538.000000 Penalty: 3213.613525
	Iteration 231Q: 3 clusters Score -6247538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33777 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -6247538.000000 Penalty: 3213.613525
	Iteration 232F: 3 clusters Score -6247538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (29341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29341 members 
Entering Unmasked Estep 
Score: -3590739.750000 Penalty: 1530.667114
	Iteration 0F: 2 clusters Score -3590740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -3571726.750000 Penalty: 3061.334229
	Iteration 0F: 3 clusters Score -3571727 nChanged 13119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -3578788.250000 Penalty: 3061.334229
	Iteration 1F: 3 clusters Score -3578788 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -3579233.000000 Penalty: 3061.334229
	Iteration 2Q: 3 clusters Score -3579233 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -3579627.000000 Penalty: 3061.334229
	Iteration 3Q: 3 clusters Score -3579627 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -3579996.250000 Penalty: 3061.334229
	Iteration 4Q: 3 clusters Score -3579996 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -3580325.250000 Penalty: 3061.334229
	Iteration 5Q: 3 clusters Score -3580325 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -3580676.750000 Penalty: 3061.334229
	Iteration 6Q: 3 clusters Score -3580677 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -3581101.750000 Penalty: 3061.334229
	Iteration 7Q: 3 clusters Score -3581102 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -3581510.000000 Penalty: 3061.334229
	Iteration 8Q: 3 clusters Score -3581510 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -3582003.250000 Penalty: 3061.334229
	Iteration 9Q: 3 clusters Score -3582003 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -3582520.500000 Penalty: 3061.334229
	Iteration 10Q: 3 clusters Score -3582520 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -3583081.250000 Penalty: 3061.334229
	Iteration 11Q: 3 clusters Score -3583081 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -3583715.500000 Penalty: 3061.334229
	Iteration 12Q: 3 clusters Score -3583716 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -3584373.250000 Penalty: 3061.334229
	Iteration 13Q: 3 clusters Score -3584373 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -3584946.750000 Penalty: 3061.334229
	Iteration 14Q: 3 clusters Score -3584947 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -3585433.750000 Penalty: 3061.334229
	Iteration 15Q: 3 clusters Score -3585434 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -3585817.750000 Penalty: 3061.334229
	Iteration 16Q: 3 clusters Score -3585818 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -3586100.500000 Penalty: 3061.334229
	Iteration 17Q: 3 clusters Score -3586100 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -3586305.750000 Penalty: 3061.334229
	Iteration 18Q: 3 clusters Score -3586306 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -3586518.000000 Penalty: 3061.334229
	Iteration 19Q: 3 clusters Score -3586518 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -3586755.750000 Penalty: 3061.334229
	Iteration 20F: 3 clusters Score -3586756 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -3586993.250000 Penalty: 3061.334229
	Iteration 21Q: 3 clusters Score -3586993 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -3587195.250000 Penalty: 3061.334229
	Iteration 22Q: 3 clusters Score -3587195 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -3587402.750000 Penalty: 3061.334229
	Iteration 23Q: 3 clusters Score -3587403 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -3587604.250000 Penalty: 3061.334229
	Iteration 24Q: 3 clusters Score -3587604 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22288 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -3587756.000000 Penalty: 3061.334229
	Iteration 25Q: 3 clusters Score -3587756 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22600 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -3587879.500000 Penalty: 3061.334229
	Iteration 26Q: 3 clusters Score -3587880 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22883 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -3588006.750000 Penalty: 3061.334229
	Iteration 27Q: 3 clusters Score -3588007 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23177 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -3588124.000000 Penalty: 3061.334229
	Iteration 28Q: 3 clusters Score -3588124 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -3588223.250000 Penalty: 3061.334229
	Iteration 29Q: 3 clusters Score -3588223 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -3588325.500000 Penalty: 3061.334229
	Iteration 30Q: 3 clusters Score -3588326 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23940 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -3588415.750000 Penalty: 3061.334229
	Iteration 31Q: 3 clusters Score -3588416 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24178 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -3588492.250000 Penalty: 3061.334229
	Iteration 32Q: 3 clusters Score -3588492 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24413 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -3588562.250000 Penalty: 3061.334229
	Iteration 33Q: 3 clusters Score -3588562 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24658 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -3588672.000000 Penalty: 3061.334229
	Iteration 34Q: 3 clusters Score -3588672 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24898 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -3588763.000000 Penalty: 3061.334229
	Iteration 35Q: 3 clusters Score -3588763 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25113 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -3588840.500000 Penalty: 3061.334229
	Iteration 36Q: 3 clusters Score -3588840 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25327 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -3588913.250000 Penalty: 3061.334229
	Iteration 37Q: 3 clusters Score -3588913 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25538 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -3588993.750000 Penalty: 3061.334229
	Iteration 38Q: 3 clusters Score -3588994 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25744 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -3589083.750000 Penalty: 3061.334229
	Iteration 39Q: 3 clusters Score -3589084 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25952 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -3589183.750000 Penalty: 3061.334229
	Iteration 40F: 3 clusters Score -3589184 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26146 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -3589264.500000 Penalty: 3061.334229
	Iteration 41Q: 3 clusters Score -3589264 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26333 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -3589371.250000 Penalty: 3061.334229
	Iteration 42Q: 3 clusters Score -3589371 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26492 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -3589439.250000 Penalty: 3061.334229
	Iteration 43Q: 3 clusters Score -3589439 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26623 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -3589489.000000 Penalty: 3061.334229
	Iteration 44Q: 3 clusters Score -3589489 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26726 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -3589529.750000 Penalty: 3061.334229
	Iteration 45Q: 3 clusters Score -3589530 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26833 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -3589566.750000 Penalty: 3061.334229
	Iteration 46Q: 3 clusters Score -3589567 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26911 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -3589597.750000 Penalty: 3061.334229
	Iteration 47Q: 3 clusters Score -3589598 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26982 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -3589605.250000 Penalty: 3061.334229
	Iteration 48Q: 3 clusters Score -3589605 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27043 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -3589629.750000 Penalty: 3061.334229
	Iteration 49Q: 3 clusters Score -3589630 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27081 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -3589645.500000 Penalty: 3061.334229
	Iteration 50Q: 3 clusters Score -3589646 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27127 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -3589662.750000 Penalty: 3061.334229
	Iteration 51Q: 3 clusters Score -3589663 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27169 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -3589676.250000 Penalty: 3061.334229
	Iteration 52Q: 3 clusters Score -3589676 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27195 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -3589669.500000 Penalty: 3061.334229
	Iteration 53Q: 3 clusters Score -3589670 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27225 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -3589678.750000 Penalty: 3061.334229
	Iteration 54Q: 3 clusters Score -3589679 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27250 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -3589690.000000 Penalty: 3061.334229
	Iteration 55Q: 3 clusters Score -3589690 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27272 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -3589696.000000 Penalty: 3061.334229
	Iteration 56Q: 3 clusters Score -3589696 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27292 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -3589698.000000 Penalty: 3061.334229
	Iteration 57Q: 3 clusters Score -3589698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27303 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -3589696.500000 Penalty: 3061.334229
	Iteration 58Q: 3 clusters Score -3589696 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27317 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -3589699.000000 Penalty: 3061.334229
	Iteration 59Q: 3 clusters Score -3589699 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27328 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -3589714.250000 Penalty: 3061.334229
	Iteration 60F: 3 clusters Score -3589714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27338 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -3589722.500000 Penalty: 3061.334229
	Iteration 61Q: 3 clusters Score -3589722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27350 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -3589725.750000 Penalty: 3061.334229
	Iteration 62Q: 3 clusters Score -3589726 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27364 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -3589729.000000 Penalty: 3061.334229
	Iteration 63Q: 3 clusters Score -3589729 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27371 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -3589732.500000 Penalty: 3061.334229
	Iteration 64Q: 3 clusters Score -3589732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27381 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -3589730.500000 Penalty: 3061.334229
	Iteration 65Q: 3 clusters Score -3589730 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27395 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -3589729.500000 Penalty: 3061.334229
	Iteration 66Q: 3 clusters Score -3589730 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27409 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -3589731.750000 Penalty: 3061.334229
	Iteration 67Q: 3 clusters Score -3589732 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27425 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -3589742.500000 Penalty: 3061.334229
	Iteration 68Q: 3 clusters Score -3589742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27433 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -3589747.500000 Penalty: 3061.334229
	Iteration 69Q: 3 clusters Score -3589748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27443 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -3589752.000000 Penalty: 3061.334229
	Iteration 70Q: 3 clusters Score -3589752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27451 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -3589753.000000 Penalty: 3061.334229
	Iteration 71Q: 3 clusters Score -3589753 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27459 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -3589753.000000 Penalty: 3061.334229
	Iteration 72Q: 3 clusters Score -3589753 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27468 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -3589753.500000 Penalty: 3061.334229
	Iteration 73Q: 3 clusters Score -3589754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27477 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -3589761.750000 Penalty: 3061.334229
	Iteration 74Q: 3 clusters Score -3589762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27487 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -3589762.750000 Penalty: 3061.334229
	Iteration 75Q: 3 clusters Score -3589763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27493 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -3589767.500000 Penalty: 3061.334229
	Iteration 76Q: 3 clusters Score -3589768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27498 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -3589767.250000 Penalty: 3061.334229
	Iteration 77Q: 3 clusters Score -3589767 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -3589771.250000 Penalty: 3061.334229
	Iteration 78Q: 3 clusters Score -3589771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27508 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -3589768.250000 Penalty: 3061.334229
	Iteration 79Q: 3 clusters Score -3589768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -3589766.500000 Penalty: 3061.334229
	Iteration 80F: 3 clusters Score -3589766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27526 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -3589766.250000 Penalty: 3061.334229
	Iteration 81Q: 3 clusters Score -3589766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27535 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -3589772.000000 Penalty: 3061.334229
	Iteration 82Q: 3 clusters Score -3589772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27544 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -3589773.750000 Penalty: 3061.334229
	Iteration 83Q: 3 clusters Score -3589774 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27555 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -3589777.750000 Penalty: 3061.334229
	Iteration 84Q: 3 clusters Score -3589778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27563 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -3589777.750000 Penalty: 3061.334229
	Iteration 85Q: 3 clusters Score -3589778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27571 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -3589779.500000 Penalty: 3061.334229
	Iteration 86Q: 3 clusters Score -3589780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27579 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -3589782.000000 Penalty: 3061.334229
	Iteration 87Q: 3 clusters Score -3589782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27585 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -3589779.250000 Penalty: 3061.334229
	Iteration 88Q: 3 clusters Score -3589779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27591 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -3589776.000000 Penalty: 3061.334229
	Iteration 89Q: 3 clusters Score -3589776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27600 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -3589772.500000 Penalty: 3061.334229
	Iteration 90Q: 3 clusters Score -3589772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27606 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -3589779.750000 Penalty: 3061.334229
	Iteration 91Q: 3 clusters Score -3589780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27610 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -3589780.750000 Penalty: 3061.334229
	Iteration 92Q: 3 clusters Score -3589781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27613 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -3589779.750000 Penalty: 3061.334229
	Iteration 93Q: 3 clusters Score -3589780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27618 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -3589777.750000 Penalty: 3061.334229
	Iteration 94Q: 3 clusters Score -3589778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27620 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -3589779.750000 Penalty: 3061.334229
	Iteration 95Q: 3 clusters Score -3589780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27620 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -3589779.750000 Penalty: 3061.334229
	Iteration 96F: 3 clusters Score -3589780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (31490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31490 members 
Entering Unmasked Estep 
Score: -3993320.000000 Penalty: 1541.184937
	Iteration 0F: 2 clusters Score -3993320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -3972826.750000 Penalty: 3082.369873
	Iteration 0F: 3 clusters Score -3972827 nChanged 14206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -3980566.500000 Penalty: 3082.369873
	Iteration 1F: 3 clusters Score -3980566 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -3981056.500000 Penalty: 3082.369873
	Iteration 2Q: 3 clusters Score -3981056 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -3981549.000000 Penalty: 3082.369873
	Iteration 3Q: 3 clusters Score -3981549 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -3982146.000000 Penalty: 3082.369873
	Iteration 4Q: 3 clusters Score -3982146 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
Score: -3982800.500000 Penalty: 3082.369873
	Iteration 5Q: 3 clusters Score -3982800 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 20433 members 
Entering Unmasked Estep 
Score: -3983650.750000 Penalty: 3082.369873
	Iteration 6F: 3 clusters Score -3983651 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 22085 members 
Entering Unmasked Estep 
Score: -3984805.750000 Penalty: 3082.369873
	Iteration 7F: 3 clusters Score -3984806 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 23934 members 
Entering Unmasked Estep 
Score: -3986221.750000 Penalty: 3082.369873
	Iteration 8F: 3 clusters Score -3986222 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 25791 members 
Entering Unmasked Estep 
Score: -3987717.000000 Penalty: 3082.369873
	Iteration 9F: 3 clusters Score -3987717 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 27452 members 
Entering Unmasked Estep 
Score: -3989009.750000 Penalty: 3082.369873
	Iteration 10F: 3 clusters Score -3989010 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 28719 members 
Entering Unmasked Estep 
Score: -3990038.250000 Penalty: 3082.369873
	Iteration 11Q: 3 clusters Score -3990038 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 29646 members 
Entering Unmasked Estep 
Score: -3990754.250000 Penalty: 3082.369873
	Iteration 12Q: 3 clusters Score -3990754 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 30240 members 
Entering Unmasked Estep 
Score: -3991265.750000 Penalty: 3082.369873
	Iteration 13Q: 3 clusters Score -3991266 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 30608 members 
Entering Unmasked Estep 
Score: -3991583.500000 Penalty: 3082.369873
	Iteration 14Q: 3 clusters Score -3991584 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 30828 members 
Entering Unmasked Estep 
Score: -3991771.250000 Penalty: 3082.369873
	Iteration 15Q: 3 clusters Score -3991771 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 30943 members 
Entering Unmasked Estep 
Score: -3991877.750000 Penalty: 3082.369873
	Iteration 16Q: 3 clusters Score -3991878 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 31006 members 
Entering Unmasked Estep 
Score: -3991951.250000 Penalty: 3082.369873
	Iteration 17Q: 3 clusters Score -3991951 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 31042 members 
Entering Unmasked Estep 
Score: -3991983.750000 Penalty: 3082.369873
	Iteration 18Q: 3 clusters Score -3991984 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 31056 members 
Entering Unmasked Estep 
Score: -3992005.250000 Penalty: 3082.369873
	Iteration 19Q: 3 clusters Score -3992005 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 31065 members 
Entering Unmasked Estep 
Score: -3992019.500000 Penalty: 3082.369873
	Iteration 20F: 3 clusters Score -3992020 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 31075 members 
Entering Unmasked Estep 
Score: -3992034.500000 Penalty: 3082.369873
	Iteration 21Q: 3 clusters Score -3992034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 31081 members 
Entering Unmasked Estep 
Score: -3992044.000000 Penalty: 3082.369873
	Iteration 22Q: 3 clusters Score -3992044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 31093 members 
Entering Unmasked Estep 
Score: -3992057.750000 Penalty: 3082.369873
	Iteration 23Q: 3 clusters Score -3992058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 31101 members 
Entering Unmasked Estep 
Score: -3992062.250000 Penalty: 3082.369873
	Iteration 24Q: 3 clusters Score -3992062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 31104 members 
Entering Unmasked Estep 
Score: -3992076.500000 Penalty: 3082.369873
	Iteration 25Q: 3 clusters Score -3992076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 31109 members 
Entering Unmasked Estep 
Score: -3992082.750000 Penalty: 3082.369873
	Iteration 26Q: 3 clusters Score -3992083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 31113 members 
Entering Unmasked Estep 
Score: -3992085.500000 Penalty: 3082.369873
	Iteration 27Q: 3 clusters Score -3992086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 31114 members 
Entering Unmasked Estep 
Score: -3992087.500000 Penalty: 3082.369873
	Iteration 28Q: 3 clusters Score -3992088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 31115 members 
Entering Unmasked Estep 
Score: -3992091.000000 Penalty: 3082.369873
	Iteration 29Q: 3 clusters Score -3992091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 31116 members 
Entering Unmasked Estep 
Score: -3992090.000000 Penalty: 3082.369873
	Iteration 30Q: 3 clusters Score -3992090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 31118 members 
Entering Unmasked Estep 
Score: -3992090.250000 Penalty: 3082.369873
	Iteration 31Q: 3 clusters Score -3992090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 31119 members 
Entering Unmasked Estep 
Score: -3992092.500000 Penalty: 3082.369873
	Iteration 32Q: 3 clusters Score -3992092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 31120 members 
Entering Unmasked Estep 
Score: -3992093.250000 Penalty: 3082.369873
	Iteration 33Q: 3 clusters Score -3992093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 31121 members 
Entering Unmasked Estep 
Score: -3992095.750000 Penalty: 3082.369873
	Iteration 34Q: 3 clusters Score -3992096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 31121 members 
Entering Unmasked Estep 
Score: -3992094.250000 Penalty: 3082.369873
	Iteration 35Q: 3 clusters Score -3992094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 31123 members 
Entering Unmasked Estep 
Score: -3992097.250000 Penalty: 3082.369873
	Iteration 36Q: 3 clusters Score -3992097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 31126 members 
Entering Unmasked Estep 
Score: -3992099.250000 Penalty: 3082.369873
	Iteration 37Q: 3 clusters Score -3992099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 31129 members 
Entering Unmasked Estep 
Score: -3992105.000000 Penalty: 3082.369873
	Iteration 38Q: 3 clusters Score -3992105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 31131 members 
Entering Unmasked Estep 
Score: -3992105.000000 Penalty: 3082.369873
	Iteration 39Q: 3 clusters Score -3992105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 31136 members 
Entering Unmasked Estep 
Score: -3992114.000000 Penalty: 3082.369873
	Iteration 40F: 3 clusters Score -3992114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 31139 members 
Entering Unmasked Estep 
Score: -3992124.500000 Penalty: 3082.369873
	Iteration 41Q: 3 clusters Score -3992124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 31140 members 
Entering Unmasked Estep 
Score: -3992126.500000 Penalty: 3082.369873
	Iteration 42Q: 3 clusters Score -3992126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 31140 members 
Entering Unmasked Estep 
Score: -3992126.500000 Penalty: 3082.369873
	Iteration 43F: 3 clusters Score -3992126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Entering Unmasked Estep 
Score: -637958.812500 Penalty: 1280.099731
	Iteration 0F: 2 clusters Score -637958.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -633967.437500 Penalty: 2560.199463
	Iteration 0F: 3 clusters Score -633967.4 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -635167.562500 Penalty: 2560.199463
	Iteration 1F: 3 clusters Score -635167.6 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -635403.375000 Penalty: 2560.199463
	Iteration 2F: 3 clusters Score -635403.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -635554.500000 Penalty: 2560.199463
	Iteration 3F: 3 clusters Score -635554.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -635673.000000 Penalty: 2560.199463
	Iteration 4Q: 3 clusters Score -635673 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -635762.625000 Penalty: 2560.199463
	Iteration 5Q: 3 clusters Score -635762.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -635848.187500 Penalty: 2560.199463
	Iteration 6Q: 3 clusters Score -635848.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -635934.000000 Penalty: 2560.199463
	Iteration 7Q: 3 clusters Score -635934 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -636012.625000 Penalty: 2560.199463
	Iteration 8Q: 3 clusters Score -636012.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -636079.062500 Penalty: 2560.199463
	Iteration 9Q: 3 clusters Score -636079.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -636136.000000 Penalty: 2560.199463
	Iteration 10Q: 3 clusters Score -636136 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -636206.562500 Penalty: 2560.199463
	Iteration 11Q: 3 clusters Score -636206.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -636283.062500 Penalty: 2560.199463
	Iteration 12Q: 3 clusters Score -636283.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -636371.437500 Penalty: 2560.199463
	Iteration 13Q: 3 clusters Score -636371.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -636443.875000 Penalty: 2560.199463
	Iteration 14Q: 3 clusters Score -636443.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -636521.125000 Penalty: 2560.199463
	Iteration 15Q: 3 clusters Score -636521.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -636581.750000 Penalty: 2560.199463
	Iteration 16Q: 3 clusters Score -636581.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -636643.437500 Penalty: 2560.199463
	Iteration 17Q: 3 clusters Score -636643.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -636704.687500 Penalty: 2560.199463
	Iteration 18Q: 3 clusters Score -636704.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -636768.750000 Penalty: 2560.199463
	Iteration 19Q: 3 clusters Score -636768.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -636818.875000 Penalty: 2560.199463
	Iteration 20F: 3 clusters Score -636818.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -636860.250000 Penalty: 2560.199463
	Iteration 21Q: 3 clusters Score -636860.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -636900.375000 Penalty: 2560.199463
	Iteration 22Q: 3 clusters Score -636900.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -636940.562500 Penalty: 2560.199463
	Iteration 23Q: 3 clusters Score -636940.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -636965.312500 Penalty: 2560.199463
	Iteration 24Q: 3 clusters Score -636965.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -636988.250000 Penalty: 2560.199463
	Iteration 25Q: 3 clusters Score -636988.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -637006.812500 Penalty: 2560.199463
	Iteration 26Q: 3 clusters Score -637006.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -637023.812500 Penalty: 2560.199463
	Iteration 27Q: 3 clusters Score -637023.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -637042.687500 Penalty: 2560.199463
	Iteration 28Q: 3 clusters Score -637042.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -637049.687500 Penalty: 2560.199463
	Iteration 29Q: 3 clusters Score -637049.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -637058.312500 Penalty: 2560.199463
	Iteration 30Q: 3 clusters Score -637058.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -637063.562500 Penalty: 2560.199463
	Iteration 31Q: 3 clusters Score -637063.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -637065.937500 Penalty: 2560.199463
	Iteration 32Q: 3 clusters Score -637065.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -637068.312500 Penalty: 2560.199463
	Iteration 33Q: 3 clusters Score -637068.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -637067.875000 Penalty: 2560.199463
	Iteration 34Q: 3 clusters Score -637067.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -637070.562500 Penalty: 2560.199463
	Iteration 35Q: 3 clusters Score -637070.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -637070.562500 Penalty: 2560.199463
	Iteration 36Q: 3 clusters Score -637070.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -637072.187500 Penalty: 2560.199463
	Iteration 37Q: 3 clusters Score -637072.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -637073.437500 Penalty: 2560.199463
	Iteration 38Q: 3 clusters Score -637073.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -637074.250000 Penalty: 2560.199463
	Iteration 39Q: 3 clusters Score -637074.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -637074.250000 Penalty: 2560.199463
	Iteration 40F: 3 clusters Score -637074.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (42361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42361 members 
Entering Unmasked Estep 
Score: -5402251.500000 Penalty: 1585.312744
	Iteration 0F: 2 clusters Score -5402252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -5374765.000000 Penalty: 3170.625488
	Iteration 0F: 3 clusters Score -5374765 nChanged 19515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21429 members 
Mstep: Class 2 contains 20932 members 
Entering Unmasked Estep 
Score: -5385674.000000 Penalty: 3170.625488
	Iteration 1F: 3 clusters Score -5385674 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21406 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -5386354.500000 Penalty: 3170.625488
	Iteration 2Q: 3 clusters Score -5386354 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21411 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -5386993.000000 Penalty: 3170.625488
	Iteration 3Q: 3 clusters Score -5386993 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 20974 members 
Entering Unmasked Estep 
Score: -5387714.500000 Penalty: 3170.625488
	Iteration 4Q: 3 clusters Score -5387714 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 20995 members 
Entering Unmasked Estep 
Score: -5388463.500000 Penalty: 3170.625488
	Iteration 5Q: 3 clusters Score -5388464 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21353 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -5389178.500000 Penalty: 3170.625488
	Iteration 6Q: 3 clusters Score -5389178 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -5389849.500000 Penalty: 3170.625488
	Iteration 7Q: 3 clusters Score -5389850 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 20691 members 
Entering Unmasked Estep 
Score: -5390453.500000 Penalty: 3170.625488
	Iteration 8Q: 3 clusters Score -5390454 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 20238 members 
Entering Unmasked Estep 
Score: -5391144.000000 Penalty: 3170.625488
	Iteration 9Q: 3 clusters Score -5391144 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22866 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -5391812.500000 Penalty: 3170.625488
	Iteration 10Q: 3 clusters Score -5391812 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23887 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -5392540.000000 Penalty: 3170.625488
	Iteration 11Q: 3 clusters Score -5392540 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25227 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -5393388.500000 Penalty: 3170.625488
	Iteration 12Q: 3 clusters Score -5393388 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26760 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -5394350.000000 Penalty: 3170.625488
	Iteration 13Q: 3 clusters Score -5394350 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28521 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -5395415.000000 Penalty: 3170.625488
	Iteration 14Q: 3 clusters Score -5395415 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30352 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -5396499.500000 Penalty: 3170.625488
	Iteration 15Q: 3 clusters Score -5396500 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32135 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -5397576.500000 Penalty: 3170.625488
	Iteration 16Q: 3 clusters Score -5397576 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33844 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -5398542.000000 Penalty: 3170.625488
	Iteration 17Q: 3 clusters Score -5398542 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35361 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -5399391.500000 Penalty: 3170.625488
	Iteration 18Q: 3 clusters Score -5399392 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36602 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -5400015.500000 Penalty: 3170.625488
	Iteration 19Q: 3 clusters Score -5400016 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37559 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -5400469.000000 Penalty: 3170.625488
	Iteration 20F: 3 clusters Score -5400469 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38286 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -5400808.000000 Penalty: 3170.625488
	Iteration 21Q: 3 clusters Score -5400808 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38838 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -5401060.500000 Penalty: 3170.625488
	Iteration 22Q: 3 clusters Score -5401060 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39246 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -5401194.500000 Penalty: 3170.625488
	Iteration 23Q: 3 clusters Score -5401194 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39545 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -5401318.000000 Penalty: 3170.625488
	Iteration 24Q: 3 clusters Score -5401318 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39779 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -5401392.000000 Penalty: 3170.625488
	Iteration 25Q: 3 clusters Score -5401392 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39965 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -5401457.500000 Penalty: 3170.625488
	Iteration 26Q: 3 clusters Score -5401458 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40106 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -5401485.000000 Penalty: 3170.625488
	Iteration 27Q: 3 clusters Score -5401485 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40203 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -5401514.000000 Penalty: 3170.625488
	Iteration 28Q: 3 clusters Score -5401514 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40274 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -5401538.000000 Penalty: 3170.625488
	Iteration 29Q: 3 clusters Score -5401538 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40325 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -5401550.500000 Penalty: 3170.625488
	Iteration 30Q: 3 clusters Score -5401550 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40376 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -5401569.000000 Penalty: 3170.625488
	Iteration 31Q: 3 clusters Score -5401569 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40410 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -5401575.500000 Penalty: 3170.625488
	Iteration 32Q: 3 clusters Score -5401576 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40441 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -5401588.000000 Penalty: 3170.625488
	Iteration 33Q: 3 clusters Score -5401588 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40468 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -5401596.000000 Penalty: 3170.625488
	Iteration 34Q: 3 clusters Score -5401596 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40494 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -5401604.500000 Penalty: 3170.625488
	Iteration 35Q: 3 clusters Score -5401604 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40518 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -5401623.000000 Penalty: 3170.625488
	Iteration 36Q: 3 clusters Score -5401623 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40544 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -5401622.000000 Penalty: 3170.625488
	Iteration 37Q: 3 clusters Score -5401622 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40568 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -5401624.500000 Penalty: 3170.625488
	Iteration 38Q: 3 clusters Score -5401624 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40581 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -5401631.500000 Penalty: 3170.625488
	Iteration 39Q: 3 clusters Score -5401632 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40596 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -5401627.000000 Penalty: 3170.625488
	Iteration 40F: 3 clusters Score -5401627 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40611 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -5401629.500000 Penalty: 3170.625488
	Iteration 41Q: 3 clusters Score -5401630 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40623 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -5401646.500000 Penalty: 3170.625488
	Iteration 42Q: 3 clusters Score -5401646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40633 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -5401649.500000 Penalty: 3170.625488
	Iteration 43Q: 3 clusters Score -5401650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40643 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -5401651.000000 Penalty: 3170.625488
	Iteration 44Q: 3 clusters Score -5401651 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40657 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -5401652.500000 Penalty: 3170.625488
	Iteration 45Q: 3 clusters Score -5401652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40670 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -5401660.500000 Penalty: 3170.625488
	Iteration 46Q: 3 clusters Score -5401660 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40678 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -5401661.500000 Penalty: 3170.625488
	Iteration 47Q: 3 clusters Score -5401662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40685 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -5401672.000000 Penalty: 3170.625488
	Iteration 48Q: 3 clusters Score -5401672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40693 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -5401671.000000 Penalty: 3170.625488
	Iteration 49Q: 3 clusters Score -5401671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40697 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -5401668.000000 Penalty: 3170.625488
	Iteration 50Q: 3 clusters Score -5401668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40700 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -5401665.500000 Penalty: 3170.625488
	Iteration 51Q: 3 clusters Score -5401666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40706 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -5401667.000000 Penalty: 3170.625488
	Iteration 52Q: 3 clusters Score -5401667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40709 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -5401667.000000 Penalty: 3170.625488
	Iteration 53Q: 3 clusters Score -5401667 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40716 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -5401665.000000 Penalty: 3170.625488
	Iteration 54Q: 3 clusters Score -5401665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40719 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -5401664.500000 Penalty: 3170.625488
	Iteration 55Q: 3 clusters Score -5401664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40721 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -5401665.000000 Penalty: 3170.625488
	Iteration 56Q: 3 clusters Score -5401665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40723 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -5401666.500000 Penalty: 3170.625488
	Iteration 57Q: 3 clusters Score -5401666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40724 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -5401670.000000 Penalty: 3170.625488
	Iteration 58Q: 3 clusters Score -5401670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40724 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -5401670.000000 Penalty: 3170.625488
	Iteration 59F: 3 clusters Score -5401670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (21724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Entering Unmasked Estep 
Score: -2760493.000000 Penalty: 1485.942505
	Iteration 0F: 2 clusters Score -2760493 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -2746315.250000 Penalty: 2971.885010
	Iteration 0F: 3 clusters Score -2746315 nChanged 9581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -2751531.750000 Penalty: 2971.885010
	Iteration 1F: 3 clusters Score -2751532 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -2751892.000000 Penalty: 2971.885010
	Iteration 2Q: 3 clusters Score -2751892 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -2752168.500000 Penalty: 2971.885010
	Iteration 3Q: 3 clusters Score -2752168 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -2752425.500000 Penalty: 2971.885010
	Iteration 4Q: 3 clusters Score -2752426 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -2752653.250000 Penalty: 2971.885010
	Iteration 5Q: 3 clusters Score -2752653 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -2752898.000000 Penalty: 2971.885010
	Iteration 6Q: 3 clusters Score -2752898 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -2753175.500000 Penalty: 2971.885010
	Iteration 7Q: 3 clusters Score -2753176 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -2753560.000000 Penalty: 2971.885010
	Iteration 8Q: 3 clusters Score -2753560 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -2754048.750000 Penalty: 2971.885010
	Iteration 9Q: 3 clusters Score -2754049 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -2754676.500000 Penalty: 2971.885010
	Iteration 10F: 3 clusters Score -2754676 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -2755479.750000 Penalty: 2971.885010
	Iteration 11F: 3 clusters Score -2755480 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -2756396.000000 Penalty: 2971.885010
	Iteration 12F: 3 clusters Score -2756396 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -2757312.750000 Penalty: 2971.885010
	Iteration 13F: 3 clusters Score -2757313 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -2758085.750000 Penalty: 2971.885010
	Iteration 14Q: 3 clusters Score -2758086 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 20714 members 
Entering Unmasked Estep 
Score: -2758579.250000 Penalty: 2971.885010
	Iteration 15Q: 3 clusters Score -2758579 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 21029 members 
Entering Unmasked Estep 
Score: -2758883.750000 Penalty: 2971.885010
	Iteration 16Q: 3 clusters Score -2758884 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 21195 members 
Entering Unmasked Estep 
Score: -2759039.000000 Penalty: 2971.885010
	Iteration 17Q: 3 clusters Score -2759039 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -2759137.000000 Penalty: 2971.885010
	Iteration 18Q: 3 clusters Score -2759137 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -2759195.500000 Penalty: 2971.885010
	Iteration 19Q: 3 clusters Score -2759196 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -2759234.750000 Penalty: 2971.885010
	Iteration 20F: 3 clusters Score -2759235 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -2759264.250000 Penalty: 2971.885010
	Iteration 21Q: 3 clusters Score -2759264 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 21410 members 
Entering Unmasked Estep 
Score: -2759279.500000 Penalty: 2971.885010
	Iteration 22Q: 3 clusters Score -2759280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 21413 members 
Entering Unmasked Estep 
Score: -2759290.750000 Penalty: 2971.885010
	Iteration 23Q: 3 clusters Score -2759291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -2759301.500000 Penalty: 2971.885010
	Iteration 24Q: 3 clusters Score -2759302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 21417 members 
Entering Unmasked Estep 
Score: -2759307.500000 Penalty: 2971.885010
	Iteration 25Q: 3 clusters Score -2759308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 21421 members 
Entering Unmasked Estep 
Score: -2759309.000000 Penalty: 2971.885010
	Iteration 26Q: 3 clusters Score -2759309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 21421 members 
Entering Unmasked Estep 
Score: -2759309.000000 Penalty: 2971.885010
	Iteration 27F: 3 clusters Score -2759309 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Entering Unmasked Estep 
Score: -19590.000000 Penalty: 842.130920
	Iteration 0F: 2 clusters Score -19590 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 151 members 
Entering Unmasked Estep 
Score: -18901.537109 Penalty: 1684.261841
	Iteration 0F: 3 clusters Score -18901.54 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -19065.828125 Penalty: 1684.261841
	Iteration 1F: 3 clusters Score -19065.83 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -19229.052734 Penalty: 1684.261841
	Iteration 2F: 3 clusters Score -19229.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -19312.511719 Penalty: 1684.261841
	Iteration 3F: 3 clusters Score -19312.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -19358.818359 Penalty: 1684.261841
	Iteration 4Q: 3 clusters Score -19358.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -19383.074219 Penalty: 1684.261841
	Iteration 5Q: 3 clusters Score -19383.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -19390.644531 Penalty: 1684.261841
	Iteration 6Q: 3 clusters Score -19390.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -19403.097656 Penalty: 1684.261841
	Iteration 7Q: 3 clusters Score -19403.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -19407.419922 Penalty: 1684.261841
	Iteration 8Q: 3 clusters Score -19407.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -19410.468750 Penalty: 1684.261841
	Iteration 9Q: 3 clusters Score -19410.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -19413.265625 Penalty: 1684.261841
	Iteration 10Q: 3 clusters Score -19413.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -19413.265625 Penalty: 1684.261841
	Iteration 11F: 3 clusters Score -19413.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Entering Unmasked Estep 
Score: -760978.062500 Penalty: 1302.572144
	Iteration 0F: 2 clusters Score -760978.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -756478.625000 Penalty: 2605.144287
	Iteration 0F: 3 clusters Score -756478.6 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -757835.312500 Penalty: 2605.144287
	Iteration 1F: 3 clusters Score -757835.3 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -758087.000000 Penalty: 2605.144287
	Iteration 2F: 3 clusters Score -758087 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -758260.750000 Penalty: 2605.144287
	Iteration 3F: 3 clusters Score -758260.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -758407.875000 Penalty: 2605.144287
	Iteration 4Q: 3 clusters Score -758407.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -758531.500000 Penalty: 2605.144287
	Iteration 5Q: 3 clusters Score -758531.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -758646.625000 Penalty: 2605.144287
	Iteration 6Q: 3 clusters Score -758646.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -758756.062500 Penalty: 2605.144287
	Iteration 7Q: 3 clusters Score -758756.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -758893.125000 Penalty: 2605.144287
	Iteration 8Q: 3 clusters Score -758893.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -759059.312500 Penalty: 2605.144287
	Iteration 9Q: 3 clusters Score -759059.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -759225.562500 Penalty: 2605.144287
	Iteration 10Q: 3 clusters Score -759225.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -759366.875000 Penalty: 2605.144287
	Iteration 11Q: 3 clusters Score -759366.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -759499.312500 Penalty: 2605.144287
	Iteration 12Q: 3 clusters Score -759499.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -759641.062500 Penalty: 2605.144287
	Iteration 13Q: 3 clusters Score -759641.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -759764.062500 Penalty: 2605.144287
	Iteration 14Q: 3 clusters Score -759764.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -759866.562500 Penalty: 2605.144287
	Iteration 15Q: 3 clusters Score -759866.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -759942.750000 Penalty: 2605.144287
	Iteration 16Q: 3 clusters Score -759942.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -760009.125000 Penalty: 2605.144287
	Iteration 17Q: 3 clusters Score -760009.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -760048.625000 Penalty: 2605.144287
	Iteration 18Q: 3 clusters Score -760048.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -760083.375000 Penalty: 2605.144287
	Iteration 19Q: 3 clusters Score -760083.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -760105.312500 Penalty: 2605.144287
	Iteration 20F: 3 clusters Score -760105.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -760117.312500 Penalty: 2605.144287
	Iteration 21Q: 3 clusters Score -760117.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -760128.250000 Penalty: 2605.144287
	Iteration 22Q: 3 clusters Score -760128.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -760139.437500 Penalty: 2605.144287
	Iteration 23Q: 3 clusters Score -760139.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -760155.125000 Penalty: 2605.144287
	Iteration 24Q: 3 clusters Score -760155.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -760163.500000 Penalty: 2605.144287
	Iteration 25Q: 3 clusters Score -760163.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -760178.625000 Penalty: 2605.144287
	Iteration 26Q: 3 clusters Score -760178.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -760189.437500 Penalty: 2605.144287
	Iteration 27Q: 3 clusters Score -760189.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -760197.562500 Penalty: 2605.144287
	Iteration 28Q: 3 clusters Score -760197.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -760202.000000 Penalty: 2605.144287
	Iteration 29Q: 3 clusters Score -760202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -760205.625000 Penalty: 2605.144287
	Iteration 30Q: 3 clusters Score -760205.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -760207.250000 Penalty: 2605.144287
	Iteration 31Q: 3 clusters Score -760207.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -760208.562500 Penalty: 2605.144287
	Iteration 32Q: 3 clusters Score -760208.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -760211.625000 Penalty: 2605.144287
	Iteration 33Q: 3 clusters Score -760211.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -760212.375000 Penalty: 2605.144287
	Iteration 34Q: 3 clusters Score -760212.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -760213.187500 Penalty: 2605.144287
	Iteration 35Q: 3 clusters Score -760213.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -760214.000000 Penalty: 2605.144287
	Iteration 36Q: 3 clusters Score -760214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -760213.812500 Penalty: 2605.144287
	Iteration 37Q: 3 clusters Score -760213.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -760213.812500 Penalty: 2605.144287
	Iteration 38F: 3 clusters Score -760213.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (35522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35522 members 
Entering Unmasked Estep 
Score: -4381132.000000 Penalty: 1559.112671
	Iteration 0F: 2 clusters Score -4381132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17699 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -4358182.500000 Penalty: 3118.225342
	Iteration 0F: 3 clusters Score -4358182 nChanged 16063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -4366774.500000 Penalty: 3118.225342
	Iteration 1F: 3 clusters Score -4366774 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -4367291.000000 Penalty: 3118.225342
	Iteration 2Q: 3 clusters Score -4367291 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -4367735.000000 Penalty: 3118.225342
	Iteration 3Q: 3 clusters Score -4367735 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
Score: -4368115.000000 Penalty: 3118.225342
	Iteration 4Q: 3 clusters Score -4368115 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -4368472.000000 Penalty: 3118.225342
	Iteration 5Q: 3 clusters Score -4368472 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 20166 members 
Entering Unmasked Estep 
Score: -4368800.000000 Penalty: 3118.225342
	Iteration 6Q: 3 clusters Score -4368800 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -4369225.500000 Penalty: 3118.225342
	Iteration 7Q: 3 clusters Score -4369226 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 22155 members 
Entering Unmasked Estep 
Score: -4369755.500000 Penalty: 3118.225342
	Iteration 8Q: 3 clusters Score -4369756 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 23559 members 
Entering Unmasked Estep 
Score: -4370490.000000 Penalty: 3118.225342
	Iteration 9Q: 3 clusters Score -4370490 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 25302 members 
Entering Unmasked Estep 
Score: -4371493.500000 Penalty: 3118.225342
	Iteration 10Q: 3 clusters Score -4371494 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 27363 members 
Entering Unmasked Estep 
Score: -4372966.500000 Penalty: 3118.225342
	Iteration 11F: 3 clusters Score -4372966 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 29631 members 
Entering Unmasked Estep 
Score: -4374783.500000 Penalty: 3118.225342
	Iteration 12F: 3 clusters Score -4374784 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 31801 members 
Entering Unmasked Estep 
Score: -4376752.500000 Penalty: 3118.225342
	Iteration 13F: 3 clusters Score -4376752 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 33444 members 
Entering Unmasked Estep 
Score: -4378315.000000 Penalty: 3118.225342
	Iteration 14Q: 3 clusters Score -4378315 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 34344 members 
Entering Unmasked Estep 
Score: -4379264.500000 Penalty: 3118.225342
	Iteration 15Q: 3 clusters Score -4379264 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 34699 members 
Entering Unmasked Estep 
Score: -4379680.000000 Penalty: 3118.225342
	Iteration 16Q: 3 clusters Score -4379680 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 34857 members 
Entering Unmasked Estep 
Score: -4379913.000000 Penalty: 3118.225342
	Iteration 17Q: 3 clusters Score -4379913 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 34922 members 
Entering Unmasked Estep 
Score: -4380002.500000 Penalty: 3118.225342
	Iteration 18Q: 3 clusters Score -4380002 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 34953 members 
Entering Unmasked Estep 
Score: -4380061.500000 Penalty: 3118.225342
	Iteration 19Q: 3 clusters Score -4380062 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 34984 members 
Entering Unmasked Estep 
Score: -4380113.500000 Penalty: 3118.225342
	Iteration 20F: 3 clusters Score -4380114 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 35002 members 
Entering Unmasked Estep 
Score: -4380160.000000 Penalty: 3118.225342
	Iteration 21Q: 3 clusters Score -4380160 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 35012 members 
Entering Unmasked Estep 
Score: -4380196.500000 Penalty: 3118.225342
	Iteration 22Q: 3 clusters Score -4380196 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 35007 members 
Entering Unmasked Estep 
Score: -4380225.000000 Penalty: 3118.225342
	Iteration 23Q: 3 clusters Score -4380225 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 35005 members 
Entering Unmasked Estep 
Score: -4380238.500000 Penalty: 3118.225342
	Iteration 24Q: 3 clusters Score -4380238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 35008 members 
Entering Unmasked Estep 
Score: -4380242.500000 Penalty: 3118.225342
	Iteration 25Q: 3 clusters Score -4380242 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 35014 members 
Entering Unmasked Estep 
Score: -4380259.000000 Penalty: 3118.225342
	Iteration 26Q: 3 clusters Score -4380259 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 35016 members 
Entering Unmasked Estep 
Score: -4380270.000000 Penalty: 3118.225342
	Iteration 27Q: 3 clusters Score -4380270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 35014 members 
Entering Unmasked Estep 
Score: -4380270.500000 Penalty: 3118.225342
	Iteration 28Q: 3 clusters Score -4380270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 35016 members 
Entering Unmasked Estep 
Score: -4380272.000000 Penalty: 3118.225342
	Iteration 29Q: 3 clusters Score -4380272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 35021 members 
Entering Unmasked Estep 
Score: -4380278.000000 Penalty: 3118.225342
	Iteration 30Q: 3 clusters Score -4380278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 35020 members 
Entering Unmasked Estep 
Score: -4380282.000000 Penalty: 3118.225342
	Iteration 31Q: 3 clusters Score -4380282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 35019 members 
Entering Unmasked Estep 
Score: -4380281.000000 Penalty: 3118.225342
	Iteration 32Q: 3 clusters Score -4380281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 35017 members 
Entering Unmasked Estep 
Score: -4380285.500000 Penalty: 3118.225342
	Iteration 33Q: 3 clusters Score -4380286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 35016 members 
Entering Unmasked Estep 
Score: -4380283.500000 Penalty: 3118.225342
	Iteration 34Q: 3 clusters Score -4380284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 35017 members 
Entering Unmasked Estep 
Score: -4380285.500000 Penalty: 3118.225342
	Iteration 35Q: 3 clusters Score -4380286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 35017 members 
Entering Unmasked Estep 
Score: -4380285.500000 Penalty: 3118.225342
	Iteration 36F: 3 clusters Score -4380286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Entering Unmasked Estep 
Score: -230936.406250 Penalty: 1141.429199
	Iteration 0F: 2 clusters Score -230936.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -229032.281250 Penalty: 2282.858398
	Iteration 0F: 3 clusters Score -229032.3 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -229594.656250 Penalty: 2282.858398
	Iteration 1F: 3 clusters Score -229594.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -229786.203125 Penalty: 2282.858398
	Iteration 2F: 3 clusters Score -229786.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -229906.750000 Penalty: 2282.858398
	Iteration 3F: 3 clusters Score -229906.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -229972.546875 Penalty: 2282.858398
	Iteration 4Q: 3 clusters Score -229972.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -230011.359375 Penalty: 2282.858398
	Iteration 5Q: 3 clusters Score -230011.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -230045.890625 Penalty: 2282.858398
	Iteration 6Q: 3 clusters Score -230045.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -230069.015625 Penalty: 2282.858398
	Iteration 7Q: 3 clusters Score -230069 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -230082.890625 Penalty: 2282.858398
	Iteration 8Q: 3 clusters Score -230082.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -230096.031250 Penalty: 2282.858398
	Iteration 9Q: 3 clusters Score -230096 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -230103.000000 Penalty: 2282.858398
	Iteration 10Q: 3 clusters Score -230103 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -230111.562500 Penalty: 2282.858398
	Iteration 11Q: 3 clusters Score -230111.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -230121.156250 Penalty: 2282.858398
	Iteration 12Q: 3 clusters Score -230121.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -230125.031250 Penalty: 2282.858398
	Iteration 13Q: 3 clusters Score -230125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -230129.765625 Penalty: 2282.858398
	Iteration 14Q: 3 clusters Score -230129.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -230131.125000 Penalty: 2282.858398
	Iteration 15Q: 3 clusters Score -230131.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -230133.531250 Penalty: 2282.858398
	Iteration 16Q: 3 clusters Score -230133.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -230134.234375 Penalty: 2282.858398
	Iteration 17Q: 3 clusters Score -230134.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -230135.218750 Penalty: 2282.858398
	Iteration 18Q: 3 clusters Score -230135.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -230135.921875 Penalty: 2282.858398
	Iteration 19Q: 3 clusters Score -230135.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -230136.265625 Penalty: 2282.858398
	Iteration 20F: 3 clusters Score -230136.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Entering Unmasked Estep 
Score: -718541.875000 Penalty: 1286.148926
	Iteration 0F: 2 clusters Score -718541.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -714466.687500 Penalty: 2572.297852
	Iteration 0F: 3 clusters Score -714466.7 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -715650.187500 Penalty: 2572.297852
	Iteration 1F: 3 clusters Score -715650.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -715860.062500 Penalty: 2572.297852
	Iteration 2F: 3 clusters Score -715860.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -715987.812500 Penalty: 2572.297852
	Iteration 3Q: 3 clusters Score -715987.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -716081.062500 Penalty: 2572.297852
	Iteration 4Q: 3 clusters Score -716081.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -716144.062500 Penalty: 2572.297852
	Iteration 5Q: 3 clusters Score -716144.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -716191.625000 Penalty: 2572.297852
	Iteration 6Q: 3 clusters Score -716191.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -716225.812500 Penalty: 2572.297852
	Iteration 7Q: 3 clusters Score -716225.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -716255.125000 Penalty: 2572.297852
	Iteration 8Q: 3 clusters Score -716255.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -716278.937500 Penalty: 2572.297852
	Iteration 9Q: 3 clusters Score -716278.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -716304.812500 Penalty: 2572.297852
	Iteration 10Q: 3 clusters Score -716304.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -716324.812500 Penalty: 2572.297852
	Iteration 11Q: 3 clusters Score -716324.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -716351.812500 Penalty: 2572.297852
	Iteration 12Q: 3 clusters Score -716351.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -716373.312500 Penalty: 2572.297852
	Iteration 13Q: 3 clusters Score -716373.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -716392.000000 Penalty: 2572.297852
	Iteration 14Q: 3 clusters Score -716392 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -716405.750000 Penalty: 2572.297852
	Iteration 15Q: 3 clusters Score -716405.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -716417.375000 Penalty: 2572.297852
	Iteration 16Q: 3 clusters Score -716417.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -716428.500000 Penalty: 2572.297852
	Iteration 17Q: 3 clusters Score -716428.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -716439.875000 Penalty: 2572.297852
	Iteration 18Q: 3 clusters Score -716439.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -716448.812500 Penalty: 2572.297852
	Iteration 19Q: 3 clusters Score -716448.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -716457.000000 Penalty: 2572.297852
	Iteration 20F: 3 clusters Score -716457 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -716465.875000 Penalty: 2572.297852
	Iteration 21Q: 3 clusters Score -716465.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -716473.437500 Penalty: 2572.297852
	Iteration 22Q: 3 clusters Score -716473.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -716478.937500 Penalty: 2572.297852
	Iteration 23Q: 3 clusters Score -716478.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -716483.062500 Penalty: 2572.297852
	Iteration 24Q: 3 clusters Score -716483.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -716487.625000 Penalty: 2572.297852
	Iteration 25Q: 3 clusters Score -716487.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -716489.937500 Penalty: 2572.297852
	Iteration 26Q: 3 clusters Score -716489.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -716491.125000 Penalty: 2572.297852
	Iteration 27Q: 3 clusters Score -716491.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -716493.375000 Penalty: 2572.297852
	Iteration 28Q: 3 clusters Score -716493.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -716493.312500 Penalty: 2572.297852
	Iteration 29Q: 3 clusters Score -716493.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -716492.875000 Penalty: 2572.297852
	Iteration 30Q: 3 clusters Score -716492.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -716493.500000 Penalty: 2572.297852
	Iteration 31Q: 3 clusters Score -716493.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -716496.250000 Penalty: 2572.297852
	Iteration 32Q: 3 clusters Score -716496.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -716495.812500 Penalty: 2572.297852
	Iteration 33Q: 3 clusters Score -716495.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -716497.062500 Penalty: 2572.297852
	Iteration 34Q: 3 clusters Score -716497.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -716498.500000 Penalty: 2572.297852
	Iteration 35Q: 3 clusters Score -716498.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -716499.437500 Penalty: 2572.297852
	Iteration 36Q: 3 clusters Score -716499.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -716499.750000 Penalty: 2572.297852
	Iteration 37Q: 3 clusters Score -716499.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -716500.687500 Penalty: 2572.297852
	Iteration 38Q: 3 clusters Score -716500.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -716500.875000 Penalty: 2572.297852
	Iteration 39Q: 3 clusters Score -716500.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -716500.125000 Penalty: 2572.297852
	Iteration 40F: 3 clusters Score -716500.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -716502.125000 Penalty: 2572.297852
	Iteration 41Q: 3 clusters Score -716502.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -716504.750000 Penalty: 2572.297852
	Iteration 42Q: 3 clusters Score -716504.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -716504.250000 Penalty: 2572.297852
	Iteration 43Q: 3 clusters Score -716504.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -716504.500000 Penalty: 2572.297852
	Iteration 44Q: 3 clusters Score -716504.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -716505.187500 Penalty: 2572.297852
	Iteration 45Q: 3 clusters Score -716505.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -716505.750000 Penalty: 2572.297852
	Iteration 46Q: 3 clusters Score -716505.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -716506.125000 Penalty: 2572.297852
	Iteration 47Q: 3 clusters Score -716506.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -716505.625000 Penalty: 2572.297852
	Iteration 48Q: 3 clusters Score -716505.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -716507.187500 Penalty: 2572.297852
	Iteration 49Q: 3 clusters Score -716507.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -716508.750000 Penalty: 2572.297852
	Iteration 50Q: 3 clusters Score -716508.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -716509.312500 Penalty: 2572.297852
	Iteration 51Q: 3 clusters Score -716509.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -716509.312500 Penalty: 2572.297852
	Iteration 52F: 3 clusters Score -716509.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (67631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67631 members 
Entering Unmasked Estep 
Score: -8431374.000000 Penalty: 1654.927002
	Iteration 0F: 2 clusters Score -8431374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33563 members 
Mstep: Class 2 contains 34068 members 
Entering Unmasked Estep 
Score: -8389407.000000 Penalty: 3309.854004
	Iteration 0F: 3 clusters Score -8389407 nChanged 31596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31317 members 
Mstep: Class 2 contains 36314 members 
Entering Unmasked Estep 
Score: -8407425.000000 Penalty: 3309.854004
	Iteration 1F: 3 clusters Score -8407425 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29945 members 
Mstep: Class 2 contains 37686 members 
Entering Unmasked Estep 
Score: -8408262.000000 Penalty: 3309.854004
	Iteration 2Q: 3 clusters Score -8408262 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27938 members 
Mstep: Class 2 contains 39693 members 
Entering Unmasked Estep 
Score: -8409231.000000 Penalty: 3309.854004
	Iteration 3Q: 3 clusters Score -8409231 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25152 members 
Mstep: Class 2 contains 42479 members 
Entering Unmasked Estep 
Score: -8410626.000000 Penalty: 3309.854004
	Iteration 4Q: 3 clusters Score -8410626 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 46276 members 
Entering Unmasked Estep 
Score: -8412822.000000 Penalty: 3309.854004
	Iteration 5F: 3 clusters Score -8412822 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 51010 members 
Entering Unmasked Estep 
Score: -8415959.000000 Penalty: 3309.854004
	Iteration 6F: 3 clusters Score -8415959 nChanged 4978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 55914 members 
Entering Unmasked Estep 
Score: -8419657.000000 Penalty: 3309.854004
	Iteration 7F: 3 clusters Score -8419657 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 60113 members 
Entering Unmasked Estep 
Score: -8423149.000000 Penalty: 3309.854004
	Iteration 8F: 3 clusters Score -8423149 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 63117 members 
Entering Unmasked Estep 
Score: -8425894.000000 Penalty: 3309.854004
	Iteration 9Q: 3 clusters Score -8425894 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 64915 members 
Entering Unmasked Estep 
Score: -8427663.000000 Penalty: 3309.854004
	Iteration 10Q: 3 clusters Score -8427663 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 65951 members 
Entering Unmasked Estep 
Score: -8428741.000000 Penalty: 3309.854004
	Iteration 11Q: 3 clusters Score -8428741 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 66473 members 
Entering Unmasked Estep 
Score: -8429291.000000 Penalty: 3309.854004
	Iteration 12Q: 3 clusters Score -8429291 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 66729 members 
Entering Unmasked Estep 
Score: -8429567.000000 Penalty: 3309.854004
	Iteration 13Q: 3 clusters Score -8429567 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 66854 members 
Entering Unmasked Estep 
Score: -8429741.000000 Penalty: 3309.854004
	Iteration 14Q: 3 clusters Score -8429741 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 66920 members 
Entering Unmasked Estep 
Score: -8429840.000000 Penalty: 3309.854004
	Iteration 15Q: 3 clusters Score -8429840 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 66976 members 
Entering Unmasked Estep 
Score: -8429903.000000 Penalty: 3309.854004
	Iteration 16Q: 3 clusters Score -8429903 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 67017 members 
Entering Unmasked Estep 
Score: -8429945.000000 Penalty: 3309.854004
	Iteration 17Q: 3 clusters Score -8429945 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 67048 members 
Entering Unmasked Estep 
Score: -8430000.000000 Penalty: 3309.854004
	Iteration 18Q: 3 clusters Score -8430000 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 67067 members 
Entering Unmasked Estep 
Score: -8430027.000000 Penalty: 3309.854004
	Iteration 19Q: 3 clusters Score -8430027 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 67072 members 
Entering Unmasked Estep 
Score: -8430047.000000 Penalty: 3309.854004
	Iteration 20F: 3 clusters Score -8430047 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 67075 members 
Entering Unmasked Estep 
Score: -8430067.000000 Penalty: 3309.854004
	Iteration 21Q: 3 clusters Score -8430067 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 67076 members 
Entering Unmasked Estep 
Score: -8430073.000000 Penalty: 3309.854004
	Iteration 22Q: 3 clusters Score -8430073 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 67077 members 
Entering Unmasked Estep 
Score: -8430071.000000 Penalty: 3309.854004
	Iteration 23Q: 3 clusters Score -8430071 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 67075 members 
Entering Unmasked Estep 
Score: -8430077.000000 Penalty: 3309.854004
	Iteration 24Q: 3 clusters Score -8430077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 67077 members 
Entering Unmasked Estep 
Score: -8430086.000000 Penalty: 3309.854004
	Iteration 25Q: 3 clusters Score -8430086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 67079 members 
Entering Unmasked Estep 
Score: -8430098.000000 Penalty: 3309.854004
	Iteration 26Q: 3 clusters Score -8430098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 67084 members 
Entering Unmasked Estep 
Score: -8430107.000000 Penalty: 3309.854004
	Iteration 27Q: 3 clusters Score -8430107 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 67090 members 
Entering Unmasked Estep 
Score: -8430109.000000 Penalty: 3309.854004
	Iteration 28Q: 3 clusters Score -8430109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 67094 members 
Entering Unmasked Estep 
Score: -8430113.000000 Penalty: 3309.854004
	Iteration 29Q: 3 clusters Score -8430113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 67095 members 
Entering Unmasked Estep 
Score: -8430118.000000 Penalty: 3309.854004
	Iteration 30Q: 3 clusters Score -8430118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 67096 members 
Entering Unmasked Estep 
Score: -8430118.000000 Penalty: 3309.854004
	Iteration 31Q: 3 clusters Score -8430118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 67098 members 
Entering Unmasked Estep 
Score: -8430117.000000 Penalty: 3309.854004
	Iteration 32Q: 3 clusters Score -8430117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 67098 members 
Entering Unmasked Estep 
Score: -8430126.000000 Penalty: 3309.854004
	Iteration 33Q: 3 clusters Score -8430126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 67099 members 
Entering Unmasked Estep 
Score: -8430130.000000 Penalty: 3309.854004
	Iteration 34Q: 3 clusters Score -8430130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 67098 members 
Entering Unmasked Estep 
Score: -8430130.000000 Penalty: 3309.854004
	Iteration 35Q: 3 clusters Score -8430130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 67095 members 
Entering Unmasked Estep 
Score: -8430135.000000 Penalty: 3309.854004
	Iteration 36Q: 3 clusters Score -8430135 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 67096 members 
Entering Unmasked Estep 
Score: -8430146.000000 Penalty: 3309.854004
	Iteration 37Q: 3 clusters Score -8430146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 67092 members 
Entering Unmasked Estep 
Score: -8430156.000000 Penalty: 3309.854004
	Iteration 38Q: 3 clusters Score -8430156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 67093 members 
Entering Unmasked Estep 
Score: -8430156.000000 Penalty: 3309.854004
	Iteration 39Q: 3 clusters Score -8430156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 67097 members 
Entering Unmasked Estep 
Score: -8430165.000000 Penalty: 3309.854004
	Iteration 40F: 3 clusters Score -8430165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 67100 members 
Entering Unmasked Estep 
Score: -8430171.000000 Penalty: 3309.854004
	Iteration 41Q: 3 clusters Score -8430171 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 67105 members 
Entering Unmasked Estep 
Score: -8430180.000000 Penalty: 3309.854004
	Iteration 42Q: 3 clusters Score -8430180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 67105 members 
Entering Unmasked Estep 
Score: -8430191.000000 Penalty: 3309.854004
	Iteration 43Q: 3 clusters Score -8430191 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 67108 members 
Entering Unmasked Estep 
Score: -8430197.000000 Penalty: 3309.854004
	Iteration 44Q: 3 clusters Score -8430197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 67108 members 
Entering Unmasked Estep 
Score: -8430196.000000 Penalty: 3309.854004
	Iteration 45Q: 3 clusters Score -8430196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 67111 members 
Entering Unmasked Estep 
Score: -8430200.000000 Penalty: 3309.854004
	Iteration 46Q: 3 clusters Score -8430200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 67115 members 
Entering Unmasked Estep 
Score: -8430206.000000 Penalty: 3309.854004
	Iteration 47Q: 3 clusters Score -8430206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 67120 members 
Entering Unmasked Estep 
Score: -8430218.000000 Penalty: 3309.854004
	Iteration 48Q: 3 clusters Score -8430218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 67123 members 
Entering Unmasked Estep 
Score: -8430227.000000 Penalty: 3309.854004
	Iteration 49Q: 3 clusters Score -8430227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 67125 members 
Entering Unmasked Estep 
Score: -8430234.000000 Penalty: 3309.854004
	Iteration 50Q: 3 clusters Score -8430234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 67130 members 
Entering Unmasked Estep 
Score: -8430241.000000 Penalty: 3309.854004
	Iteration 51Q: 3 clusters Score -8430241 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 67138 members 
Entering Unmasked Estep 
Score: -8430243.000000 Penalty: 3309.854004
	Iteration 52Q: 3 clusters Score -8430243 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 67144 members 
Entering Unmasked Estep 
Score: -8430248.000000 Penalty: 3309.854004
	Iteration 53Q: 3 clusters Score -8430248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 67147 members 
Entering Unmasked Estep 
Score: -8430258.000000 Penalty: 3309.854004
	Iteration 54Q: 3 clusters Score -8430258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 67149 members 
Entering Unmasked Estep 
Score: -8430252.000000 Penalty: 3309.854004
	Iteration 55Q: 3 clusters Score -8430252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 67150 members 
Entering Unmasked Estep 
Score: -8430254.000000 Penalty: 3309.854004
	Iteration 56Q: 3 clusters Score -8430254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 67151 members 
Entering Unmasked Estep 
Score: -8430254.000000 Penalty: 3309.854004
	Iteration 57Q: 3 clusters Score -8430254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 67153 members 
Entering Unmasked Estep 
Score: -8430260.000000 Penalty: 3309.854004
	Iteration 58Q: 3 clusters Score -8430260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 67154 members 
Entering Unmasked Estep 
Score: -8430264.000000 Penalty: 3309.854004
	Iteration 59Q: 3 clusters Score -8430264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 67154 members 
Entering Unmasked Estep 
Score: -8430263.000000 Penalty: 3309.854004
	Iteration 60F: 3 clusters Score -8430263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 67155 members 
Entering Unmasked Estep 
Score: -8430265.000000 Penalty: 3309.854004
	Iteration 61Q: 3 clusters Score -8430265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 67156 members 
Entering Unmasked Estep 
Score: -8430267.000000 Penalty: 3309.854004
	Iteration 62Q: 3 clusters Score -8430267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 67155 members 
Entering Unmasked Estep 
Score: -8430267.000000 Penalty: 3309.854004
	Iteration 63Q: 3 clusters Score -8430267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 67156 members 
Entering Unmasked Estep 
Score: -8430271.000000 Penalty: 3309.854004
	Iteration 64Q: 3 clusters Score -8430271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 67157 members 
Entering Unmasked Estep 
Score: -8430270.000000 Penalty: 3309.854004
	Iteration 65Q: 3 clusters Score -8430270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 67157 members 
Entering Unmasked Estep 
Score: -8430270.000000 Penalty: 3309.854004
	Iteration 66F: 3 clusters Score -8430270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Entering Unmasked Estep 
Score: -1264928.750000 Penalty: 1376.677734
	Iteration 0F: 2 clusters Score -1264929 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1257831.125000 Penalty: 2753.355469
	Iteration 0F: 3 clusters Score -1257831 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1260217.250000 Penalty: 2753.355469
	Iteration 1F: 3 clusters Score -1260217 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1260600.875000 Penalty: 2753.355469
	Iteration 2F: 3 clusters Score -1260601 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1260901.375000 Penalty: 2753.355469
	Iteration 3F: 3 clusters Score -1260901 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1261138.000000 Penalty: 2753.355469
	Iteration 4Q: 3 clusters Score -1261138 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1261338.500000 Penalty: 2753.355469
	Iteration 5Q: 3 clusters Score -1261338 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1261515.250000 Penalty: 2753.355469
	Iteration 6Q: 3 clusters Score -1261515 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1261707.875000 Penalty: 2753.355469
	Iteration 7Q: 3 clusters Score -1261708 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1261910.875000 Penalty: 2753.355469
	Iteration 8Q: 3 clusters Score -1261911 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1262138.500000 Penalty: 2753.355469
	Iteration 9Q: 3 clusters Score -1262138 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1262385.500000 Penalty: 2753.355469
	Iteration 10Q: 3 clusters Score -1262386 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1262689.125000 Penalty: 2753.355469
	Iteration 11Q: 3 clusters Score -1262689 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1262980.625000 Penalty: 2753.355469
	Iteration 12Q: 3 clusters Score -1262981 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1263271.625000 Penalty: 2753.355469
	Iteration 13Q: 3 clusters Score -1263272 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1263509.625000 Penalty: 2753.355469
	Iteration 14Q: 3 clusters Score -1263510 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1263682.750000 Penalty: 2753.355469
	Iteration 15Q: 3 clusters Score -1263683 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1263782.375000 Penalty: 2753.355469
	Iteration 16Q: 3 clusters Score -1263782 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1263840.750000 Penalty: 2753.355469
	Iteration 17Q: 3 clusters Score -1263841 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1263881.500000 Penalty: 2753.355469
	Iteration 18Q: 3 clusters Score -1263882 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1263909.125000 Penalty: 2753.355469
	Iteration 19Q: 3 clusters Score -1263909 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1263927.875000 Penalty: 2753.355469
	Iteration 20F: 3 clusters Score -1263928 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1263942.625000 Penalty: 2753.355469
	Iteration 21Q: 3 clusters Score -1263943 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1263953.250000 Penalty: 2753.355469
	Iteration 22Q: 3 clusters Score -1263953 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1263966.125000 Penalty: 2753.355469
	Iteration 23Q: 3 clusters Score -1263966 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1263972.500000 Penalty: 2753.355469
	Iteration 24Q: 3 clusters Score -1263972 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1263980.375000 Penalty: 2753.355469
	Iteration 25Q: 3 clusters Score -1263980 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1263987.625000 Penalty: 2753.355469
	Iteration 26Q: 3 clusters Score -1263988 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1263988.500000 Penalty: 2753.355469
	Iteration 27Q: 3 clusters Score -1263988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1263990.375000 Penalty: 2753.355469
	Iteration 28Q: 3 clusters Score -1263990 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1263994.625000 Penalty: 2753.355469
	Iteration 29Q: 3 clusters Score -1263995 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1263997.625000 Penalty: 2753.355469
	Iteration 30Q: 3 clusters Score -1263998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1263999.000000 Penalty: 2753.355469
	Iteration 31Q: 3 clusters Score -1263999 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1263995.375000 Penalty: 2753.355469
	Iteration 32Q: 3 clusters Score -1263995 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1263999.625000 Penalty: 2753.355469
	Iteration 33Q: 3 clusters Score -1264000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1264000.375000 Penalty: 2753.355469
	Iteration 34Q: 3 clusters Score -1264000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1264001.375000 Penalty: 2753.355469
	Iteration 35Q: 3 clusters Score -1264001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1264003.875000 Penalty: 2753.355469
	Iteration 36Q: 3 clusters Score -1264004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1264003.750000 Penalty: 2753.355469
	Iteration 37Q: 3 clusters Score -1264004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1264002.750000 Penalty: 2753.355469
	Iteration 38Q: 3 clusters Score -1264003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1264003.625000 Penalty: 2753.355469
	Iteration 39Q: 3 clusters Score -1264004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1264005.250000 Penalty: 2753.355469
	Iteration 40F: 3 clusters Score -1264005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1264006.000000 Penalty: 2753.355469
	Iteration 41Q: 3 clusters Score -1264006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1264006.000000 Penalty: 2753.355469
	Iteration 42F: 3 clusters Score -1264006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Entering Unmasked Estep 
Score: -1492963.750000 Penalty: 1396.157715
	Iteration 0F: 2 clusters Score -1492964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1485014.500000 Penalty: 2792.315430
	Iteration 0F: 3 clusters Score -1485014 nChanged 5041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1487652.250000 Penalty: 2792.315430
	Iteration 1F: 3 clusters Score -1487652 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1487944.625000 Penalty: 2792.315430
	Iteration 2F: 3 clusters Score -1487945 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1488149.875000 Penalty: 2792.315430
	Iteration 3Q: 3 clusters Score -1488150 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1488300.875000 Penalty: 2792.315430
	Iteration 4Q: 3 clusters Score -1488301 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1488430.125000 Penalty: 2792.315430
	Iteration 5Q: 3 clusters Score -1488430 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1488566.125000 Penalty: 2792.315430
	Iteration 6Q: 3 clusters Score -1488566 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1488701.875000 Penalty: 2792.315430
	Iteration 7Q: 3 clusters Score -1488702 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1488864.875000 Penalty: 2792.315430
	Iteration 8Q: 3 clusters Score -1488865 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1489070.125000 Penalty: 2792.315430
	Iteration 9Q: 3 clusters Score -1489070 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1489348.625000 Penalty: 2792.315430
	Iteration 10Q: 3 clusters Score -1489349 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1489694.375000 Penalty: 2792.315430
	Iteration 11Q: 3 clusters Score -1489694 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1490165.375000 Penalty: 2792.315430
	Iteration 12Q: 3 clusters Score -1490165 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1490608.625000 Penalty: 2792.315430
	Iteration 13Q: 3 clusters Score -1490609 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -1490966.625000 Penalty: 2792.315430
	Iteration 14Q: 3 clusters Score -1490967 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -1491252.375000 Penalty: 2792.315430
	Iteration 15Q: 3 clusters Score -1491252 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -1491442.625000 Penalty: 2792.315430
	Iteration 16Q: 3 clusters Score -1491443 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -1491583.500000 Penalty: 2792.315430
	Iteration 17Q: 3 clusters Score -1491584 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1491677.875000 Penalty: 2792.315430
	Iteration 18Q: 3 clusters Score -1491678 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -1491752.750000 Penalty: 2792.315430
	Iteration 19Q: 3 clusters Score -1491753 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -1491796.375000 Penalty: 2792.315430
	Iteration 20F: 3 clusters Score -1491796 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -1491823.875000 Penalty: 2792.315430
	Iteration 21Q: 3 clusters Score -1491824 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -1491842.625000 Penalty: 2792.315430
	Iteration 22Q: 3 clusters Score -1491843 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -1491860.500000 Penalty: 2792.315430
	Iteration 23Q: 3 clusters Score -1491860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -1491874.125000 Penalty: 2792.315430
	Iteration 24Q: 3 clusters Score -1491874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -1491883.375000 Penalty: 2792.315430
	Iteration 25Q: 3 clusters Score -1491883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -1491890.875000 Penalty: 2792.315430
	Iteration 26Q: 3 clusters Score -1491891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -1491900.125000 Penalty: 2792.315430
	Iteration 27Q: 3 clusters Score -1491900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1491906.250000 Penalty: 2792.315430
	Iteration 28Q: 3 clusters Score -1491906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -1491905.125000 Penalty: 2792.315430
	Iteration 29Q: 3 clusters Score -1491905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -1491905.125000 Penalty: 2792.315430
	Iteration 30F: 3 clusters Score -1491905 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Entering Unmasked Estep 
Score: -454122.781250 Penalty: 1230.730347
	Iteration 0F: 2 clusters Score -454122.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -451090.375000 Penalty: 2461.460693
	Iteration 0F: 3 clusters Score -451090.4 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -451944.718750 Penalty: 2461.460693
	Iteration 1F: 3 clusters Score -451944.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -452147.218750 Penalty: 2461.460693
	Iteration 2F: 3 clusters Score -452147.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -452270.968750 Penalty: 2461.460693
	Iteration 3F: 3 clusters Score -452271 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -452336.375000 Penalty: 2461.460693
	Iteration 4Q: 3 clusters Score -452336.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -452385.250000 Penalty: 2461.460693
	Iteration 5Q: 3 clusters Score -452385.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -452420.968750 Penalty: 2461.460693
	Iteration 6Q: 3 clusters Score -452421 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -452447.468750 Penalty: 2461.460693
	Iteration 7Q: 3 clusters Score -452447.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -452474.781250 Penalty: 2461.460693
	Iteration 8Q: 3 clusters Score -452474.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -452495.968750 Penalty: 2461.460693
	Iteration 9Q: 3 clusters Score -452496 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -452518.187500 Penalty: 2461.460693
	Iteration 10Q: 3 clusters Score -452518.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -452535.687500 Penalty: 2461.460693
	Iteration 11Q: 3 clusters Score -452535.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -452552.281250 Penalty: 2461.460693
	Iteration 12Q: 3 clusters Score -452552.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -452563.062500 Penalty: 2461.460693
	Iteration 13Q: 3 clusters Score -452563.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -452571.781250 Penalty: 2461.460693
	Iteration 14Q: 3 clusters Score -452571.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -452578.843750 Penalty: 2461.460693
	Iteration 15Q: 3 clusters Score -452578.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -452584.593750 Penalty: 2461.460693
	Iteration 16Q: 3 clusters Score -452584.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -452588.968750 Penalty: 2461.460693
	Iteration 17Q: 3 clusters Score -452589 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -452594.281250 Penalty: 2461.460693
	Iteration 18Q: 3 clusters Score -452594.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -452600.250000 Penalty: 2461.460693
	Iteration 19Q: 3 clusters Score -452600.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -452609.750000 Penalty: 2461.460693
	Iteration 20F: 3 clusters Score -452609.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -452623.187500 Penalty: 2461.460693
	Iteration 21Q: 3 clusters Score -452623.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -452639.500000 Penalty: 2461.460693
	Iteration 22Q: 3 clusters Score -452639.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -452654.343750 Penalty: 2461.460693
	Iteration 23Q: 3 clusters Score -452654.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -452671.312500 Penalty: 2461.460693
	Iteration 24Q: 3 clusters Score -452671.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -452681.843750 Penalty: 2461.460693
	Iteration 25Q: 3 clusters Score -452681.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -452693.781250 Penalty: 2461.460693
	Iteration 26Q: 3 clusters Score -452693.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -452703.906250 Penalty: 2461.460693
	Iteration 27Q: 3 clusters Score -452703.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -452712.593750 Penalty: 2461.460693
	Iteration 28Q: 3 clusters Score -452712.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -452721.562500 Penalty: 2461.460693
	Iteration 29Q: 3 clusters Score -452721.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -452736.343750 Penalty: 2461.460693
	Iteration 30Q: 3 clusters Score -452736.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -452755.750000 Penalty: 2461.460693
	Iteration 31Q: 3 clusters Score -452755.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -452778.000000 Penalty: 2461.460693
	Iteration 32Q: 3 clusters Score -452778 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -452798.156250 Penalty: 2461.460693
	Iteration 33Q: 3 clusters Score -452798.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -452818.281250 Penalty: 2461.460693
	Iteration 34Q: 3 clusters Score -452818.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -452844.656250 Penalty: 2461.460693
	Iteration 35Q: 3 clusters Score -452844.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -452874.562500 Penalty: 2461.460693
	Iteration 36Q: 3 clusters Score -452874.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -452904.218750 Penalty: 2461.460693
	Iteration 37Q: 3 clusters Score -452904.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -452939.656250 Penalty: 2461.460693
	Iteration 38Q: 3 clusters Score -452939.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -452978.156250 Penalty: 2461.460693
	Iteration 39Q: 3 clusters Score -452978.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -453008.031250 Penalty: 2461.460693
	Iteration 40F: 3 clusters Score -453008 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -453035.562500 Penalty: 2461.460693
	Iteration 41Q: 3 clusters Score -453035.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -453063.937500 Penalty: 2461.460693
	Iteration 42Q: 3 clusters Score -453063.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -453102.218750 Penalty: 2461.460693
	Iteration 43Q: 3 clusters Score -453102.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -453148.656250 Penalty: 2461.460693
	Iteration 44Q: 3 clusters Score -453148.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -453194.906250 Penalty: 2461.460693
	Iteration 45Q: 3 clusters Score -453194.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -453214.875000 Penalty: 2461.460693
	Iteration 46Q: 3 clusters Score -453214.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -453223.843750 Penalty: 2461.460693
	Iteration 47Q: 3 clusters Score -453223.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -453230.750000 Penalty: 2461.460693
	Iteration 48Q: 3 clusters Score -453230.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -453240.218750 Penalty: 2461.460693
	Iteration 49Q: 3 clusters Score -453240.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -453250.656250 Penalty: 2461.460693
	Iteration 50Q: 3 clusters Score -453250.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -453261.000000 Penalty: 2461.460693
	Iteration 51Q: 3 clusters Score -453261 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -453264.125000 Penalty: 2461.460693
	Iteration 52Q: 3 clusters Score -453264.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -453268.406250 Penalty: 2461.460693
	Iteration 53Q: 3 clusters Score -453268.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -453270.812500 Penalty: 2461.460693
	Iteration 54Q: 3 clusters Score -453270.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -453272.625000 Penalty: 2461.460693
	Iteration 55Q: 3 clusters Score -453272.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -453275.437500 Penalty: 2461.460693
	Iteration 56Q: 3 clusters Score -453275.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -453277.500000 Penalty: 2461.460693
	Iteration 57Q: 3 clusters Score -453277.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -453278.937500 Penalty: 2461.460693
	Iteration 58Q: 3 clusters Score -453278.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -453279.406250 Penalty: 2461.460693
	Iteration 59Q: 3 clusters Score -453279.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -453280.593750 Penalty: 2461.460693
	Iteration 60F: 3 clusters Score -453280.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -453281.625000 Penalty: 2461.460693
	Iteration 61Q: 3 clusters Score -453281.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -453284.281250 Penalty: 2461.460693
	Iteration 62Q: 3 clusters Score -453284.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -453285.968750 Penalty: 2461.460693
	Iteration 63Q: 3 clusters Score -453286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -453287.562500 Penalty: 2461.460693
	Iteration 64Q: 3 clusters Score -453287.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -453287.562500 Penalty: 2461.460693
	Iteration 65F: 3 clusters Score -453287.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (25682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Entering Unmasked Estep 
Score: -3001077.250000 Penalty: 1510.847534
	Iteration 0F: 2 clusters Score -3001077 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -2984291.500000 Penalty: 3021.695068
	Iteration 0F: 3 clusters Score -2984292 nChanged 11439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -2990395.250000 Penalty: 3021.695068
	Iteration 1F: 3 clusters Score -2990395 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -2990866.500000 Penalty: 3021.695068
	Iteration 2F: 3 clusters Score -2990866 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -2991257.500000 Penalty: 3021.695068
	Iteration 3Q: 3 clusters Score -2991258 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -2991618.000000 Penalty: 3021.695068
	Iteration 4Q: 3 clusters Score -2991618 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -2991918.750000 Penalty: 3021.695068
	Iteration 5Q: 3 clusters Score -2991919 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -2992292.000000 Penalty: 3021.695068
	Iteration 6Q: 3 clusters Score -2992292 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -2992729.750000 Penalty: 3021.695068
	Iteration 7Q: 3 clusters Score -2992730 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -2993201.000000 Penalty: 3021.695068
	Iteration 8Q: 3 clusters Score -2993201 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -2993700.250000 Penalty: 3021.695068
	Iteration 9Q: 3 clusters Score -2993700 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -2994176.500000 Penalty: 3021.695068
	Iteration 10Q: 3 clusters Score -2994176 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -2994651.250000 Penalty: 3021.695068
	Iteration 11Q: 3 clusters Score -2994651 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -2995132.750000 Penalty: 3021.695068
	Iteration 12Q: 3 clusters Score -2995133 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -2995574.000000 Penalty: 3021.695068
	Iteration 13Q: 3 clusters Score -2995574 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -2996027.500000 Penalty: 3021.695068
	Iteration 14Q: 3 clusters Score -2996028 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -2996454.750000 Penalty: 3021.695068
	Iteration 15Q: 3 clusters Score -2996455 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -2996861.000000 Penalty: 3021.695068
	Iteration 16Q: 3 clusters Score -2996861 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -2997287.250000 Penalty: 3021.695068
	Iteration 17Q: 3 clusters Score -2997287 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -2997771.250000 Penalty: 3021.695068
	Iteration 18Q: 3 clusters Score -2997771 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -2998279.250000 Penalty: 3021.695068
	Iteration 19Q: 3 clusters Score -2998279 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -2998822.000000 Penalty: 3021.695068
	Iteration 20F: 3 clusters Score -2998822 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22184 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -2999314.750000 Penalty: 3021.695068
	Iteration 21Q: 3 clusters Score -2999315 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22793 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -2999737.250000 Penalty: 3021.695068
	Iteration 22Q: 3 clusters Score -2999737 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23270 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -3000064.500000 Penalty: 3021.695068
	Iteration 23Q: 3 clusters Score -3000064 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -3000287.000000 Penalty: 3021.695068
	Iteration 24Q: 3 clusters Score -3000287 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23814 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -3000420.000000 Penalty: 3021.695068
	Iteration 25Q: 3 clusters Score -3000420 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23953 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -3000484.250000 Penalty: 3021.695068
	Iteration 26Q: 3 clusters Score -3000484 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24039 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -3000524.000000 Penalty: 3021.695068
	Iteration 27Q: 3 clusters Score -3000524 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24102 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -3000554.750000 Penalty: 3021.695068
	Iteration 28Q: 3 clusters Score -3000555 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24148 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -3000574.500000 Penalty: 3021.695068
	Iteration 29Q: 3 clusters Score -3000574 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24191 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -3000596.000000 Penalty: 3021.695068
	Iteration 30Q: 3 clusters Score -3000596 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24220 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -3000609.750000 Penalty: 3021.695068
	Iteration 31Q: 3 clusters Score -3000610 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24236 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -3000614.000000 Penalty: 3021.695068
	Iteration 32Q: 3 clusters Score -3000614 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -3000624.000000 Penalty: 3021.695068
	Iteration 33Q: 3 clusters Score -3000624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24253 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -3000631.500000 Penalty: 3021.695068
	Iteration 34Q: 3 clusters Score -3000632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24262 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -3000633.500000 Penalty: 3021.695068
	Iteration 35Q: 3 clusters Score -3000634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24267 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -3000633.000000 Penalty: 3021.695068
	Iteration 36Q: 3 clusters Score -3000633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24272 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -3000633.250000 Penalty: 3021.695068
	Iteration 37Q: 3 clusters Score -3000633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24278 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -3000634.000000 Penalty: 3021.695068
	Iteration 38Q: 3 clusters Score -3000634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -3000638.000000 Penalty: 3021.695068
	Iteration 39Q: 3 clusters Score -3000638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24284 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -3000636.500000 Penalty: 3021.695068
	Iteration 40F: 3 clusters Score -3000636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24286 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -3000637.250000 Penalty: 3021.695068
	Iteration 41Q: 3 clusters Score -3000637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24288 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -3000638.250000 Penalty: 3021.695068
	Iteration 42Q: 3 clusters Score -3000638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -3000635.750000 Penalty: 3021.695068
	Iteration 43Q: 3 clusters Score -3000636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24294 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -3000635.500000 Penalty: 3021.695068
	Iteration 44Q: 3 clusters Score -3000636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24294 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -3000635.500000 Penalty: 3021.695068
	Iteration 45F: 3 clusters Score -3000636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Entering Unmasked Estep 
Score: -1269120.750000 Penalty: 1376.320435
	Iteration 0F: 2 clusters Score -1269121 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 5204 members 
Entering Unmasked Estep 
Score: -1262074.250000 Penalty: 2752.640869
	Iteration 0F: 3 clusters Score -1262074 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1264541.125000 Penalty: 2752.640869
	Iteration 1F: 3 clusters Score -1264541 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1264926.125000 Penalty: 2752.640869
	Iteration 2F: 3 clusters Score -1264926 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1265202.500000 Penalty: 2752.640869
	Iteration 3F: 3 clusters Score -1265202 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1265399.375000 Penalty: 2752.640869
	Iteration 4Q: 3 clusters Score -1265399 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1265580.625000 Penalty: 2752.640869
	Iteration 5Q: 3 clusters Score -1265581 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1265751.500000 Penalty: 2752.640869
	Iteration 6Q: 3 clusters Score -1265752 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1265907.500000 Penalty: 2752.640869
	Iteration 7Q: 3 clusters Score -1265908 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1266051.375000 Penalty: 2752.640869
	Iteration 8Q: 3 clusters Score -1266051 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1266209.375000 Penalty: 2752.640869
	Iteration 9Q: 3 clusters Score -1266209 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1266371.625000 Penalty: 2752.640869
	Iteration 10Q: 3 clusters Score -1266372 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1266543.875000 Penalty: 2752.640869
	Iteration 11Q: 3 clusters Score -1266544 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1266706.500000 Penalty: 2752.640869
	Iteration 12Q: 3 clusters Score -1266706 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1266870.000000 Penalty: 2752.640869
	Iteration 13Q: 3 clusters Score -1266870 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1267021.125000 Penalty: 2752.640869
	Iteration 14Q: 3 clusters Score -1267021 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1267137.500000 Penalty: 2752.640869
	Iteration 15Q: 3 clusters Score -1267138 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1267236.625000 Penalty: 2752.640869
	Iteration 16Q: 3 clusters Score -1267237 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1267321.500000 Penalty: 2752.640869
	Iteration 17Q: 3 clusters Score -1267322 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1267392.875000 Penalty: 2752.640869
	Iteration 18Q: 3 clusters Score -1267393 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1267474.250000 Penalty: 2752.640869
	Iteration 19Q: 3 clusters Score -1267474 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1267545.750000 Penalty: 2752.640869
	Iteration 20F: 3 clusters Score -1267546 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1267596.875000 Penalty: 2752.640869
	Iteration 21Q: 3 clusters Score -1267597 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1267640.875000 Penalty: 2752.640869
	Iteration 22Q: 3 clusters Score -1267641 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1267668.375000 Penalty: 2752.640869
	Iteration 23Q: 3 clusters Score -1267668 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1267688.625000 Penalty: 2752.640869
	Iteration 24Q: 3 clusters Score -1267689 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1267715.875000 Penalty: 2752.640869
	Iteration 25Q: 3 clusters Score -1267716 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1267741.125000 Penalty: 2752.640869
	Iteration 26Q: 3 clusters Score -1267741 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1267763.750000 Penalty: 2752.640869
	Iteration 27Q: 3 clusters Score -1267764 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1267780.250000 Penalty: 2752.640869
	Iteration 28Q: 3 clusters Score -1267780 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1267802.875000 Penalty: 2752.640869
	Iteration 29Q: 3 clusters Score -1267803 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1267830.875000 Penalty: 2752.640869
	Iteration 30Q: 3 clusters Score -1267831 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1267845.375000 Penalty: 2752.640869
	Iteration 31Q: 3 clusters Score -1267845 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1267853.125000 Penalty: 2752.640869
	Iteration 32Q: 3 clusters Score -1267853 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1267865.500000 Penalty: 2752.640869
	Iteration 33Q: 3 clusters Score -1267866 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1267870.625000 Penalty: 2752.640869
	Iteration 34Q: 3 clusters Score -1267871 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1267884.500000 Penalty: 2752.640869
	Iteration 35Q: 3 clusters Score -1267884 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1267892.375000 Penalty: 2752.640869
	Iteration 36Q: 3 clusters Score -1267892 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1267894.250000 Penalty: 2752.640869
	Iteration 37Q: 3 clusters Score -1267894 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1267903.500000 Penalty: 2752.640869
	Iteration 38Q: 3 clusters Score -1267904 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1267914.750000 Penalty: 2752.640869
	Iteration 39Q: 3 clusters Score -1267915 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1267922.250000 Penalty: 2752.640869
	Iteration 40F: 3 clusters Score -1267922 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1267934.250000 Penalty: 2752.640869
	Iteration 41Q: 3 clusters Score -1267934 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1267944.625000 Penalty: 2752.640869
	Iteration 42Q: 3 clusters Score -1267945 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1267952.375000 Penalty: 2752.640869
	Iteration 43Q: 3 clusters Score -1267952 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1267955.500000 Penalty: 2752.640869
	Iteration 44Q: 3 clusters Score -1267956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1267957.375000 Penalty: 2752.640869
	Iteration 45Q: 3 clusters Score -1267957 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1267955.875000 Penalty: 2752.640869
	Iteration 46Q: 3 clusters Score -1267956 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1267959.625000 Penalty: 2752.640869
	Iteration 47Q: 3 clusters Score -1267960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1267959.500000 Penalty: 2752.640869
	Iteration 48Q: 3 clusters Score -1267960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1267962.625000 Penalty: 2752.640869
	Iteration 49Q: 3 clusters Score -1267963 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1267963.375000 Penalty: 2752.640869
	Iteration 50Q: 3 clusters Score -1267963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1267967.000000 Penalty: 2752.640869
	Iteration 51Q: 3 clusters Score -1267967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1267967.875000 Penalty: 2752.640869
	Iteration 52Q: 3 clusters Score -1267968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1267966.875000 Penalty: 2752.640869
	Iteration 53Q: 3 clusters Score -1267967 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1267967.625000 Penalty: 2752.640869
	Iteration 54Q: 3 clusters Score -1267968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1267968.250000 Penalty: 2752.640869
	Iteration 55Q: 3 clusters Score -1267968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1267970.125000 Penalty: 2752.640869
	Iteration 56Q: 3 clusters Score -1267970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1267969.000000 Penalty: 2752.640869
	Iteration 57Q: 3 clusters Score -1267969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1267969.000000 Penalty: 2752.640869
	Iteration 58Q: 3 clusters Score -1267969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1267970.750000 Penalty: 2752.640869
	Iteration 59Q: 3 clusters Score -1267971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1267970.750000 Penalty: 2752.640869
	Iteration 60F: 3 clusters Score -1267971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1267972.375000 Penalty: 2752.640869
	Iteration 61Q: 3 clusters Score -1267972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1267971.625000 Penalty: 2752.640869
	Iteration 62Q: 3 clusters Score -1267972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1267972.125000 Penalty: 2752.640869
	Iteration 63Q: 3 clusters Score -1267972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1267973.375000 Penalty: 2752.640869
	Iteration 64Q: 3 clusters Score -1267973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1267976.000000 Penalty: 2752.640869
	Iteration 65Q: 3 clusters Score -1267976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1267977.875000 Penalty: 2752.640869
	Iteration 66Q: 3 clusters Score -1267978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1267979.625000 Penalty: 2752.640869
	Iteration 67Q: 3 clusters Score -1267980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1267979.500000 Penalty: 2752.640869
	Iteration 68Q: 3 clusters Score -1267980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1267979.375000 Penalty: 2752.640869
	Iteration 69Q: 3 clusters Score -1267979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1267979.500000 Penalty: 2752.640869
	Iteration 70Q: 3 clusters Score -1267980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1267980.000000 Penalty: 2752.640869
	Iteration 71Q: 3 clusters Score -1267980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1267981.250000 Penalty: 2752.640869
	Iteration 72Q: 3 clusters Score -1267981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1267981.125000 Penalty: 2752.640869
	Iteration 73Q: 3 clusters Score -1267981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1267981.125000 Penalty: 2752.640869
	Iteration 74F: 3 clusters Score -1267981 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -29724.246094 Penalty: 862.000427
	Iteration 0F: 2 clusters Score -29724.25 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: -28984.587891 Penalty: 1724.000854
	Iteration 0F: 3 clusters Score -28984.59 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -29122.712891 Penalty: 1724.000854
	Iteration 1F: 3 clusters Score -29122.71 nChanged 19
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: -29219.781250 Penalty: 1724.000854
	Iteration 2F: 3 clusters Score -29219.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -29362.804688 Penalty: 1724.000854
	Iteration 3Q: 3 clusters Score -29362.8 nChanged 14
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: -29484.474609 Penalty: 1724.000854
	Iteration 4Q: 3 clusters Score -29484.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -29505.087891 Penalty: 1724.000854
	Iteration 5Q: 3 clusters Score -29505.09 nChanged 2
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: -29507.513672 Penalty: 1724.000854
	Iteration 6Q: 3 clusters Score -29507.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -29513.302734 Penalty: 1724.000854
	Iteration 7Q: 3 clusters Score -29513.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -29513.302734 Penalty: 1724.000854
	Iteration 8F: 3 clusters Score -29513.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Entering Unmasked Estep 
Score: -683495.375000 Penalty: 1286.646484
	Iteration 0F: 2 clusters Score -683495.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -679422.000000 Penalty: 2573.292969
	Iteration 0F: 3 clusters Score -679422 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -680644.312500 Penalty: 2573.292969
	Iteration 1F: 3 clusters Score -680644.3 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -680905.875000 Penalty: 2573.292969
	Iteration 2F: 3 clusters Score -680905.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -681095.562500 Penalty: 2573.292969
	Iteration 3F: 3 clusters Score -681095.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -681268.937500 Penalty: 2573.292969
	Iteration 4Q: 3 clusters Score -681268.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -681409.687500 Penalty: 2573.292969
	Iteration 5Q: 3 clusters Score -681409.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -681529.875000 Penalty: 2573.292969
	Iteration 6Q: 3 clusters Score -681529.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -681672.812500 Penalty: 2573.292969
	Iteration 7Q: 3 clusters Score -681672.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -681790.750000 Penalty: 2573.292969
	Iteration 8Q: 3 clusters Score -681790.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -681895.250000 Penalty: 2573.292969
	Iteration 9Q: 3 clusters Score -681895.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -681993.750000 Penalty: 2573.292969
	Iteration 10Q: 3 clusters Score -681993.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -682086.750000 Penalty: 2573.292969
	Iteration 11Q: 3 clusters Score -682086.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -682177.937500 Penalty: 2573.292969
	Iteration 12Q: 3 clusters Score -682177.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -682260.562500 Penalty: 2573.292969
	Iteration 13Q: 3 clusters Score -682260.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -682331.687500 Penalty: 2573.292969
	Iteration 14Q: 3 clusters Score -682331.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -682405.562500 Penalty: 2573.292969
	Iteration 15Q: 3 clusters Score -682405.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -682469.312500 Penalty: 2573.292969
	Iteration 16Q: 3 clusters Score -682469.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -682517.875000 Penalty: 2573.292969
	Iteration 17Q: 3 clusters Score -682517.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -682553.625000 Penalty: 2573.292969
	Iteration 18Q: 3 clusters Score -682553.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -682581.812500 Penalty: 2573.292969
	Iteration 19Q: 3 clusters Score -682581.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -682599.812500 Penalty: 2573.292969
	Iteration 20F: 3 clusters Score -682599.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -682619.875000 Penalty: 2573.292969
	Iteration 21Q: 3 clusters Score -682619.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -682630.250000 Penalty: 2573.292969
	Iteration 22Q: 3 clusters Score -682630.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -682641.312500 Penalty: 2573.292969
	Iteration 23Q: 3 clusters Score -682641.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -682651.562500 Penalty: 2573.292969
	Iteration 24Q: 3 clusters Score -682651.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -682659.937500 Penalty: 2573.292969
	Iteration 25Q: 3 clusters Score -682659.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -682669.375000 Penalty: 2573.292969
	Iteration 26Q: 3 clusters Score -682669.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -682683.000000 Penalty: 2573.292969
	Iteration 27Q: 3 clusters Score -682683 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -682704.562500 Penalty: 2573.292969
	Iteration 28Q: 3 clusters Score -682704.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -682733.500000 Penalty: 2573.292969
	Iteration 29Q: 3 clusters Score -682733.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -682778.500000 Penalty: 2573.292969
	Iteration 30Q: 3 clusters Score -682778.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -682815.562500 Penalty: 2573.292969
	Iteration 31Q: 3 clusters Score -682815.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -682839.125000 Penalty: 2573.292969
	Iteration 32Q: 3 clusters Score -682839.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -682859.687500 Penalty: 2573.292969
	Iteration 33Q: 3 clusters Score -682859.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -682879.437500 Penalty: 2573.292969
	Iteration 34Q: 3 clusters Score -682879.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -682891.687500 Penalty: 2573.292969
	Iteration 35Q: 3 clusters Score -682891.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -682899.687500 Penalty: 2573.292969
	Iteration 36Q: 3 clusters Score -682899.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -682904.687500 Penalty: 2573.292969
	Iteration 37Q: 3 clusters Score -682904.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -682911.625000 Penalty: 2573.292969
	Iteration 38Q: 3 clusters Score -682911.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -682920.375000 Penalty: 2573.292969
	Iteration 39Q: 3 clusters Score -682920.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -682928.937500 Penalty: 2573.292969
	Iteration 40F: 3 clusters Score -682928.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -682933.312500 Penalty: 2573.292969
	Iteration 41Q: 3 clusters Score -682933.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -682934.937500 Penalty: 2573.292969
	Iteration 42Q: 3 clusters Score -682934.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -682937.812500 Penalty: 2573.292969
	Iteration 43Q: 3 clusters Score -682937.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -682939.125000 Penalty: 2573.292969
	Iteration 44Q: 3 clusters Score -682939.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -682943.812500 Penalty: 2573.292969
	Iteration 45Q: 3 clusters Score -682943.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -682947.250000 Penalty: 2573.292969
	Iteration 46Q: 3 clusters Score -682947.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -682947.875000 Penalty: 2573.292969
	Iteration 47Q: 3 clusters Score -682947.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -682949.437500 Penalty: 2573.292969
	Iteration 48Q: 3 clusters Score -682949.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -682949.562500 Penalty: 2573.292969
	Iteration 49Q: 3 clusters Score -682949.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -682951.187500 Penalty: 2573.292969
	Iteration 50Q: 3 clusters Score -682951.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -682951.187500 Penalty: 2573.292969
	Iteration 51Q: 3 clusters Score -682951.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -682951.312500 Penalty: 2573.292969
	Iteration 52Q: 3 clusters Score -682951.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -682953.000000 Penalty: 2573.292969
	Iteration 53Q: 3 clusters Score -682953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -682952.312500 Penalty: 2573.292969
	Iteration 54Q: 3 clusters Score -682952.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -682954.375000 Penalty: 2573.292969
	Iteration 55Q: 3 clusters Score -682954.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -682955.812500 Penalty: 2573.292969
	Iteration 56Q: 3 clusters Score -682955.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -682957.562500 Penalty: 2573.292969
	Iteration 57Q: 3 clusters Score -682957.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -682956.812500 Penalty: 2573.292969
	Iteration 58Q: 3 clusters Score -682956.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -682957.312500 Penalty: 2573.292969
	Iteration 59Q: 3 clusters Score -682957.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -682960.562500 Penalty: 2573.292969
	Iteration 60F: 3 clusters Score -682960.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -682961.562500 Penalty: 2573.292969
	Iteration 61Q: 3 clusters Score -682961.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -682962.625000 Penalty: 2573.292969
	Iteration 62Q: 3 clusters Score -682962.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -682963.375000 Penalty: 2573.292969
	Iteration 63Q: 3 clusters Score -682963.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -682963.875000 Penalty: 2573.292969
	Iteration 64Q: 3 clusters Score -682963.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -682963.875000 Penalty: 2573.292969
	Iteration 65F: 3 clusters Score -682963.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (15238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Entering Unmasked Estep 
Score: -1879082.500000 Penalty: 1433.174316
	Iteration 0F: 2 clusters Score -1879082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1868963.125000 Penalty: 2866.348633
	Iteration 0F: 3 clusters Score -1868963 nChanged 6596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1872589.000000 Penalty: 2866.348633
	Iteration 1F: 3 clusters Score -1872589 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1873067.375000 Penalty: 2866.348633
	Iteration 2F: 3 clusters Score -1873067 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1873520.375000 Penalty: 2866.348633
	Iteration 3F: 3 clusters Score -1873520 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1873988.500000 Penalty: 2866.348633
	Iteration 4F: 3 clusters Score -1873988 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1874542.250000 Penalty: 2866.348633
	Iteration 5F: 3 clusters Score -1874542 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1875115.125000 Penalty: 2866.348633
	Iteration 6F: 3 clusters Score -1875115 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -1875637.125000 Penalty: 2866.348633
	Iteration 7F: 3 clusters Score -1875637 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -1876099.875000 Penalty: 2866.348633
	Iteration 8Q: 3 clusters Score -1876100 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -1876502.250000 Penalty: 2866.348633
	Iteration 9Q: 3 clusters Score -1876502 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -1876852.625000 Penalty: 2866.348633
	Iteration 10Q: 3 clusters Score -1876853 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -1877080.375000 Penalty: 2866.348633
	Iteration 11Q: 3 clusters Score -1877080 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -1877272.750000 Penalty: 2866.348633
	Iteration 12Q: 3 clusters Score -1877273 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -1877421.000000 Penalty: 2866.348633
	Iteration 13Q: 3 clusters Score -1877421 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -1877520.750000 Penalty: 2866.348633
	Iteration 14Q: 3 clusters Score -1877521 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -1877593.125000 Penalty: 2866.348633
	Iteration 15Q: 3 clusters Score -1877593 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -1877646.500000 Penalty: 2866.348633
	Iteration 16Q: 3 clusters Score -1877646 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -1877691.000000 Penalty: 2866.348633
	Iteration 17Q: 3 clusters Score -1877691 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -1877723.125000 Penalty: 2866.348633
	Iteration 18Q: 3 clusters Score -1877723 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -1877754.125000 Penalty: 2866.348633
	Iteration 19Q: 3 clusters Score -1877754 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -1877785.500000 Penalty: 2866.348633
	Iteration 20F: 3 clusters Score -1877786 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -1877808.500000 Penalty: 2866.348633
	Iteration 21Q: 3 clusters Score -1877808 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -1877824.500000 Penalty: 2866.348633
	Iteration 22Q: 3 clusters Score -1877824 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -1877845.000000 Penalty: 2866.348633
	Iteration 23Q: 3 clusters Score -1877845 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -1877868.375000 Penalty: 2866.348633
	Iteration 24Q: 3 clusters Score -1877868 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -1877893.750000 Penalty: 2866.348633
	Iteration 25Q: 3 clusters Score -1877894 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -1877912.250000 Penalty: 2866.348633
	Iteration 26Q: 3 clusters Score -1877912 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -1877928.125000 Penalty: 2866.348633
	Iteration 27Q: 3 clusters Score -1877928 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -1877946.875000 Penalty: 2866.348633
	Iteration 28Q: 3 clusters Score -1877947 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -1877951.375000 Penalty: 2866.348633
	Iteration 29Q: 3 clusters Score -1877951 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -1877969.750000 Penalty: 2866.348633
	Iteration 30Q: 3 clusters Score -1877970 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -1877976.875000 Penalty: 2866.348633
	Iteration 31Q: 3 clusters Score -1877977 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -1877980.000000 Penalty: 2866.348633
	Iteration 32Q: 3 clusters Score -1877980 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -1877991.000000 Penalty: 2866.348633
	Iteration 33Q: 3 clusters Score -1877991 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -1878002.250000 Penalty: 2866.348633
	Iteration 34Q: 3 clusters Score -1878002 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -1878009.500000 Penalty: 2866.348633
	Iteration 35Q: 3 clusters Score -1878010 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -1878014.875000 Penalty: 2866.348633
	Iteration 36Q: 3 clusters Score -1878015 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -1878023.500000 Penalty: 2866.348633
	Iteration 37Q: 3 clusters Score -1878024 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -1878031.750000 Penalty: 2866.348633
	Iteration 38Q: 3 clusters Score -1878032 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -1878044.875000 Penalty: 2866.348633
	Iteration 39Q: 3 clusters Score -1878045 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -1878057.750000 Penalty: 2866.348633
	Iteration 40F: 3 clusters Score -1878058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -1878066.625000 Penalty: 2866.348633
	Iteration 41Q: 3 clusters Score -1878067 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -1878071.125000 Penalty: 2866.348633
	Iteration 42Q: 3 clusters Score -1878071 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -1878076.000000 Penalty: 2866.348633
	Iteration 43Q: 3 clusters Score -1878076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -1878076.875000 Penalty: 2866.348633
	Iteration 44Q: 3 clusters Score -1878077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -1878075.250000 Penalty: 2866.348633
	Iteration 45Q: 3 clusters Score -1878075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -1878080.000000 Penalty: 2866.348633
	Iteration 46Q: 3 clusters Score -1878080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -1878082.125000 Penalty: 2866.348633
	Iteration 47Q: 3 clusters Score -1878082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -1878085.750000 Penalty: 2866.348633
	Iteration 48Q: 3 clusters Score -1878086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -1878086.375000 Penalty: 2866.348633
	Iteration 49Q: 3 clusters Score -1878086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -1878089.500000 Penalty: 2866.348633
	Iteration 50Q: 3 clusters Score -1878090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -1878089.875000 Penalty: 2866.348633
	Iteration 51Q: 3 clusters Score -1878090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -1878091.500000 Penalty: 2866.348633
	Iteration 52Q: 3 clusters Score -1878092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -1878092.750000 Penalty: 2866.348633
	Iteration 53Q: 3 clusters Score -1878093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -1878092.375000 Penalty: 2866.348633
	Iteration 54Q: 3 clusters Score -1878092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -1878092.750000 Penalty: 2866.348633
	Iteration 55Q: 3 clusters Score -1878093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -1878094.375000 Penalty: 2866.348633
	Iteration 56Q: 3 clusters Score -1878094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -1878093.625000 Penalty: 2866.348633
	Iteration 57Q: 3 clusters Score -1878094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -1878091.875000 Penalty: 2866.348633
	Iteration 58Q: 3 clusters Score -1878092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -1878092.875000 Penalty: 2866.348633
	Iteration 59Q: 3 clusters Score -1878093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -1878093.875000 Penalty: 2866.348633
	Iteration 60F: 3 clusters Score -1878094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -1878095.500000 Penalty: 2866.348633
	Iteration 61Q: 3 clusters Score -1878096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -1878096.375000 Penalty: 2866.348633
	Iteration 62Q: 3 clusters Score -1878096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -1878097.125000 Penalty: 2866.348633
	Iteration 63Q: 3 clusters Score -1878097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -1878097.125000 Penalty: 2866.348633
	Iteration 64F: 3 clusters Score -1878097 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (19372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Entering Unmasked Estep 
Score: -2454643.750000 Penalty: 1468.891724
	Iteration 0F: 2 clusters Score -2454644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -2442011.000000 Penalty: 2937.783447
	Iteration 0F: 3 clusters Score -2442011 nChanged 8461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -2446493.500000 Penalty: 2937.783447
	Iteration 1F: 3 clusters Score -2446494 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -2446895.250000 Penalty: 2937.783447
	Iteration 2F: 3 clusters Score -2446895 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -2447290.750000 Penalty: 2937.783447
	Iteration 3Q: 3 clusters Score -2447291 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -2447683.250000 Penalty: 2937.783447
	Iteration 4Q: 3 clusters Score -2447683 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -2448161.250000 Penalty: 2937.783447
	Iteration 5F: 3 clusters Score -2448161 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -2448793.250000 Penalty: 2937.783447
	Iteration 6F: 3 clusters Score -2448793 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -2449532.500000 Penalty: 2937.783447
	Iteration 7F: 3 clusters Score -2449532 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -2450239.750000 Penalty: 2937.783447
	Iteration 8F: 3 clusters Score -2450240 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -2450900.250000 Penalty: 2937.783447
	Iteration 9F: 3 clusters Score -2450900 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -2451438.750000 Penalty: 2937.783447
	Iteration 10Q: 3 clusters Score -2451439 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -2451928.750000 Penalty: 2937.783447
	Iteration 11Q: 3 clusters Score -2451929 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -2452304.500000 Penalty: 2937.783447
	Iteration 12Q: 3 clusters Score -2452304 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -2452563.500000 Penalty: 2937.783447
	Iteration 13Q: 3 clusters Score -2452564 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -2452753.500000 Penalty: 2937.783447
	Iteration 14Q: 3 clusters Score -2452754 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 17642 members 
Entering Unmasked Estep 
Score: -2452910.000000 Penalty: 2937.783447
	Iteration 15Q: 3 clusters Score -2452910 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -2453018.000000 Penalty: 2937.783447
	Iteration 16Q: 3 clusters Score -2453018 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -2453088.750000 Penalty: 2937.783447
	Iteration 17Q: 3 clusters Score -2453089 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -2453148.500000 Penalty: 2937.783447
	Iteration 18Q: 3 clusters Score -2453148 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -2453167.750000 Penalty: 2937.783447
	Iteration 19Q: 3 clusters Score -2453168 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -2453205.250000 Penalty: 2937.783447
	Iteration 20F: 3 clusters Score -2453205 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 18183 members 
Entering Unmasked Estep 
Score: -2453239.000000 Penalty: 2937.783447
	Iteration 21Q: 3 clusters Score -2453239 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -2453266.000000 Penalty: 2937.783447
	Iteration 22Q: 3 clusters Score -2453266 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -2453300.250000 Penalty: 2937.783447
	Iteration 23Q: 3 clusters Score -2453300 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -2453322.500000 Penalty: 2937.783447
	Iteration 24Q: 3 clusters Score -2453322 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -2453336.750000 Penalty: 2937.783447
	Iteration 25Q: 3 clusters Score -2453337 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -2453357.250000 Penalty: 2937.783447
	Iteration 26Q: 3 clusters Score -2453357 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -2453374.250000 Penalty: 2937.783447
	Iteration 27Q: 3 clusters Score -2453374 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -2453388.000000 Penalty: 2937.783447
	Iteration 28Q: 3 clusters Score -2453388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -2453393.250000 Penalty: 2937.783447
	Iteration 29Q: 3 clusters Score -2453393 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -2453395.500000 Penalty: 2937.783447
	Iteration 30Q: 3 clusters Score -2453396 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -2453398.000000 Penalty: 2937.783447
	Iteration 31Q: 3 clusters Score -2453398 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -2453403.750000 Penalty: 2937.783447
	Iteration 32Q: 3 clusters Score -2453404 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -2453408.750000 Penalty: 2937.783447
	Iteration 33Q: 3 clusters Score -2453409 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -2453417.250000 Penalty: 2937.783447
	Iteration 34Q: 3 clusters Score -2453417 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -2453427.000000 Penalty: 2937.783447
	Iteration 35Q: 3 clusters Score -2453427 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -2453424.500000 Penalty: 2937.783447
	Iteration 36Q: 3 clusters Score -2453424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -2453424.000000 Penalty: 2937.783447
	Iteration 37Q: 3 clusters Score -2453424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -2453422.750000 Penalty: 2937.783447
	Iteration 38Q: 3 clusters Score -2453423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -2453428.000000 Penalty: 2937.783447
	Iteration 39Q: 3 clusters Score -2453428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -2453427.250000 Penalty: 2937.783447
	Iteration 40F: 3 clusters Score -2453427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -2453432.000000 Penalty: 2937.783447
	Iteration 41Q: 3 clusters Score -2453432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -2453431.000000 Penalty: 2937.783447
	Iteration 42Q: 3 clusters Score -2453431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -2453433.750000 Penalty: 2937.783447
	Iteration 43Q: 3 clusters Score -2453434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -2453433.750000 Penalty: 2937.783447
	Iteration 44Q: 3 clusters Score -2453434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 18537 members 
Entering Unmasked Estep 
Score: -2453435.250000 Penalty: 2937.783447
	Iteration 45Q: 3 clusters Score -2453435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -2453432.750000 Penalty: 2937.783447
	Iteration 46Q: 3 clusters Score -2453433 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -2453432.750000 Penalty: 2937.783447
	Iteration 47F: 3 clusters Score -2453433 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Entering Unmasked Estep 
Score: -425098.375000 Penalty: 1220.243774
	Iteration 0F: 2 clusters Score -425098.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -422233.937500 Penalty: 2440.487549
	Iteration 0F: 3 clusters Score -422233.9 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -422995.843750 Penalty: 2440.487549
	Iteration 1F: 3 clusters Score -422995.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -423254.000000 Penalty: 2440.487549
	Iteration 2F: 3 clusters Score -423254 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -423422.250000 Penalty: 2440.487549
	Iteration 3F: 3 clusters Score -423422.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -423544.750000 Penalty: 2440.487549
	Iteration 4Q: 3 clusters Score -423544.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -423621.343750 Penalty: 2440.487549
	Iteration 5Q: 3 clusters Score -423621.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -423663.781250 Penalty: 2440.487549
	Iteration 6Q: 3 clusters Score -423663.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -423715.750000 Penalty: 2440.487549
	Iteration 7Q: 3 clusters Score -423715.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -423755.312500 Penalty: 2440.487549
	Iteration 8Q: 3 clusters Score -423755.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -423786.937500 Penalty: 2440.487549
	Iteration 9Q: 3 clusters Score -423786.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -423820.281250 Penalty: 2440.487549
	Iteration 10Q: 3 clusters Score -423820.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -423867.062500 Penalty: 2440.487549
	Iteration 11Q: 3 clusters Score -423867.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -423910.000000 Penalty: 2440.487549
	Iteration 12Q: 3 clusters Score -423910 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -423947.062500 Penalty: 2440.487549
	Iteration 13Q: 3 clusters Score -423947.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -423986.250000 Penalty: 2440.487549
	Iteration 14Q: 3 clusters Score -423986.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -424029.250000 Penalty: 2440.487549
	Iteration 15Q: 3 clusters Score -424029.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -424066.062500 Penalty: 2440.487549
	Iteration 16Q: 3 clusters Score -424066.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -424097.250000 Penalty: 2440.487549
	Iteration 17Q: 3 clusters Score -424097.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -424123.687500 Penalty: 2440.487549
	Iteration 18Q: 3 clusters Score -424123.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -424153.375000 Penalty: 2440.487549
	Iteration 19Q: 3 clusters Score -424153.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -424190.468750 Penalty: 2440.487549
	Iteration 20F: 3 clusters Score -424190.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -424248.437500 Penalty: 2440.487549
	Iteration 21Q: 3 clusters Score -424248.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -424303.000000 Penalty: 2440.487549
	Iteration 22Q: 3 clusters Score -424303 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -424377.687500 Penalty: 2440.487549
	Iteration 23Q: 3 clusters Score -424377.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -424445.531250 Penalty: 2440.487549
	Iteration 24Q: 3 clusters Score -424445.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -424503.000000 Penalty: 2440.487549
	Iteration 25Q: 3 clusters Score -424503 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -424538.562500 Penalty: 2440.487549
	Iteration 26Q: 3 clusters Score -424538.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -424562.187500 Penalty: 2440.487549
	Iteration 27Q: 3 clusters Score -424562.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -424575.718750 Penalty: 2440.487549
	Iteration 28Q: 3 clusters Score -424575.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -424592.062500 Penalty: 2440.487549
	Iteration 29Q: 3 clusters Score -424592.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -424601.156250 Penalty: 2440.487549
	Iteration 30Q: 3 clusters Score -424601.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -424611.500000 Penalty: 2440.487549
	Iteration 31Q: 3 clusters Score -424611.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -424618.937500 Penalty: 2440.487549
	Iteration 32Q: 3 clusters Score -424618.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -424626.812500 Penalty: 2440.487549
	Iteration 33Q: 3 clusters Score -424626.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -424632.562500 Penalty: 2440.487549
	Iteration 34Q: 3 clusters Score -424632.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -424639.656250 Penalty: 2440.487549
	Iteration 35Q: 3 clusters Score -424639.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -424645.437500 Penalty: 2440.487549
	Iteration 36Q: 3 clusters Score -424645.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -424649.937500 Penalty: 2440.487549
	Iteration 37Q: 3 clusters Score -424649.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -424658.531250 Penalty: 2440.487549
	Iteration 38Q: 3 clusters Score -424658.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -424671.875000 Penalty: 2440.487549
	Iteration 39Q: 3 clusters Score -424671.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -424686.062500 Penalty: 2440.487549
	Iteration 40F: 3 clusters Score -424686.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -424697.937500 Penalty: 2440.487549
	Iteration 41Q: 3 clusters Score -424697.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -424709.937500 Penalty: 2440.487549
	Iteration 42Q: 3 clusters Score -424709.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -424718.843750 Penalty: 2440.487549
	Iteration 43Q: 3 clusters Score -424718.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -424728.250000 Penalty: 2440.487549
	Iteration 44Q: 3 clusters Score -424728.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -424733.593750 Penalty: 2440.487549
	Iteration 45Q: 3 clusters Score -424733.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -424739.531250 Penalty: 2440.487549
	Iteration 46Q: 3 clusters Score -424739.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -424745.468750 Penalty: 2440.487549
	Iteration 47Q: 3 clusters Score -424745.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -424752.375000 Penalty: 2440.487549
	Iteration 48Q: 3 clusters Score -424752.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -424759.937500 Penalty: 2440.487549
	Iteration 49Q: 3 clusters Score -424759.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -424765.750000 Penalty: 2440.487549
	Iteration 50Q: 3 clusters Score -424765.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -424769.281250 Penalty: 2440.487549
	Iteration 51Q: 3 clusters Score -424769.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -424771.000000 Penalty: 2440.487549
	Iteration 52Q: 3 clusters Score -424771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -424772.093750 Penalty: 2440.487549
	Iteration 53Q: 3 clusters Score -424772.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -424771.968750 Penalty: 2440.487549
	Iteration 54Q: 3 clusters Score -424772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -424773.968750 Penalty: 2440.487549
	Iteration 55Q: 3 clusters Score -424774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -424777.968750 Penalty: 2440.487549
	Iteration 56Q: 3 clusters Score -424778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -424778.031250 Penalty: 2440.487549
	Iteration 57Q: 3 clusters Score -424778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -424780.000000 Penalty: 2440.487549
	Iteration 58Q: 3 clusters Score -424780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -424780.625000 Penalty: 2440.487549
	Iteration 59Q: 3 clusters Score -424780.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -424781.625000 Penalty: 2440.487549
	Iteration 60F: 3 clusters Score -424781.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -424782.531250 Penalty: 2440.487549
	Iteration 61Q: 3 clusters Score -424782.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -424782.531250 Penalty: 2440.487549
	Iteration 62F: 3 clusters Score -424782.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (14833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Entering Unmasked Estep 
Score: -1867211.500000 Penalty: 1429.165894
	Iteration 0F: 2 clusters Score -1867212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1857440.500000 Penalty: 2858.331787
	Iteration 0F: 3 clusters Score -1857440 nChanged 6426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1860891.000000 Penalty: 2858.331787
	Iteration 1F: 3 clusters Score -1860891 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1861211.875000 Penalty: 2858.331787
	Iteration 2F: 3 clusters Score -1861212 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1861442.125000 Penalty: 2858.331787
	Iteration 3Q: 3 clusters Score -1861442 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1861628.000000 Penalty: 2858.331787
	Iteration 4Q: 3 clusters Score -1861628 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1861775.250000 Penalty: 2858.331787
	Iteration 5Q: 3 clusters Score -1861775 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1861917.375000 Penalty: 2858.331787
	Iteration 6Q: 3 clusters Score -1861917 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1862048.375000 Penalty: 2858.331787
	Iteration 7Q: 3 clusters Score -1862048 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -1862216.125000 Penalty: 2858.331787
	Iteration 8Q: 3 clusters Score -1862216 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1862408.500000 Penalty: 2858.331787
	Iteration 9Q: 3 clusters Score -1862408 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1862655.250000 Penalty: 2858.331787
	Iteration 10Q: 3 clusters Score -1862655 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -1862990.875000 Penalty: 2858.331787
	Iteration 11Q: 3 clusters Score -1862991 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -1863435.625000 Penalty: 2858.331787
	Iteration 12Q: 3 clusters Score -1863436 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -1864000.875000 Penalty: 2858.331787
	Iteration 13F: 3 clusters Score -1864001 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -1864583.500000 Penalty: 2858.331787
	Iteration 14F: 3 clusters Score -1864584 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -1865041.000000 Penalty: 2858.331787
	Iteration 15Q: 3 clusters Score -1865041 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -1865380.500000 Penalty: 2858.331787
	Iteration 16Q: 3 clusters Score -1865380 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -1865624.000000 Penalty: 2858.331787
	Iteration 17Q: 3 clusters Score -1865624 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -1865787.500000 Penalty: 2858.331787
	Iteration 18Q: 3 clusters Score -1865788 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -1865872.375000 Penalty: 2858.331787
	Iteration 19Q: 3 clusters Score -1865872 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -1865918.000000 Penalty: 2858.331787
	Iteration 20F: 3 clusters Score -1865918 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -1865957.000000 Penalty: 2858.331787
	Iteration 21Q: 3 clusters Score -1865957 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -1866004.750000 Penalty: 2858.331787
	Iteration 22Q: 3 clusters Score -1866005 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -1866040.250000 Penalty: 2858.331787
	Iteration 23Q: 3 clusters Score -1866040 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -1866058.000000 Penalty: 2858.331787
	Iteration 24Q: 3 clusters Score -1866058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -1866072.625000 Penalty: 2858.331787
	Iteration 25Q: 3 clusters Score -1866073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -1866080.000000 Penalty: 2858.331787
	Iteration 26Q: 3 clusters Score -1866080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -1866084.500000 Penalty: 2858.331787
	Iteration 27Q: 3 clusters Score -1866084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -1866089.500000 Penalty: 2858.331787
	Iteration 28Q: 3 clusters Score -1866090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -1866096.000000 Penalty: 2858.331787
	Iteration 29Q: 3 clusters Score -1866096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -1866106.125000 Penalty: 2858.331787
	Iteration 30Q: 3 clusters Score -1866106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -1866108.875000 Penalty: 2858.331787
	Iteration 31Q: 3 clusters Score -1866109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -1866109.750000 Penalty: 2858.331787
	Iteration 32Q: 3 clusters Score -1866110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -1866112.500000 Penalty: 2858.331787
	Iteration 33Q: 3 clusters Score -1866112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -1866112.500000 Penalty: 2858.331787
	Iteration 34F: 3 clusters Score -1866112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Entering Unmasked Estep 
Score: -646292.500000 Penalty: 1280.862549
	Iteration 0F: 2 clusters Score -646292.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -642350.500000 Penalty: 2561.725098
	Iteration 0F: 3 clusters Score -642350.5 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -643561.375000 Penalty: 2561.725098
	Iteration 1F: 3 clusters Score -643561.4 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -643825.062500 Penalty: 2561.725098
	Iteration 2F: 3 clusters Score -643825.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -644009.562500 Penalty: 2561.725098
	Iteration 3F: 3 clusters Score -644009.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -644175.750000 Penalty: 2561.725098
	Iteration 4Q: 3 clusters Score -644175.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -644347.187500 Penalty: 2561.725098
	Iteration 5Q: 3 clusters Score -644347.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -644522.437500 Penalty: 2561.725098
	Iteration 6Q: 3 clusters Score -644522.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -644700.687500 Penalty: 2561.725098
	Iteration 7Q: 3 clusters Score -644700.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -644867.875000 Penalty: 2561.725098
	Iteration 8Q: 3 clusters Score -644867.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -645023.625000 Penalty: 2561.725098
	Iteration 9Q: 3 clusters Score -645023.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -645161.750000 Penalty: 2561.725098
	Iteration 10Q: 3 clusters Score -645161.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -645288.250000 Penalty: 2561.725098
	Iteration 11Q: 3 clusters Score -645288.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -645393.562500 Penalty: 2561.725098
	Iteration 12Q: 3 clusters Score -645393.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -645479.625000 Penalty: 2561.725098
	Iteration 13Q: 3 clusters Score -645479.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -645547.625000 Penalty: 2561.725098
	Iteration 14Q: 3 clusters Score -645547.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -645607.500000 Penalty: 2561.725098
	Iteration 15Q: 3 clusters Score -645607.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -645658.312500 Penalty: 2561.725098
	Iteration 16Q: 3 clusters Score -645658.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -645713.187500 Penalty: 2561.725098
	Iteration 17Q: 3 clusters Score -645713.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -645769.250000 Penalty: 2561.725098
	Iteration 18Q: 3 clusters Score -645769.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -645822.750000 Penalty: 2561.725098
	Iteration 19Q: 3 clusters Score -645822.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -645879.875000 Penalty: 2561.725098
	Iteration 20F: 3 clusters Score -645879.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -645925.687500 Penalty: 2561.725098
	Iteration 21Q: 3 clusters Score -645925.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -645957.312500 Penalty: 2561.725098
	Iteration 22Q: 3 clusters Score -645957.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -645982.625000 Penalty: 2561.725098
	Iteration 23Q: 3 clusters Score -645982.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -646008.250000 Penalty: 2561.725098
	Iteration 24Q: 3 clusters Score -646008.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -646029.062500 Penalty: 2561.725098
	Iteration 25Q: 3 clusters Score -646029.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -646045.875000 Penalty: 2561.725098
	Iteration 26Q: 3 clusters Score -646045.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -646060.937500 Penalty: 2561.725098
	Iteration 27Q: 3 clusters Score -646060.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -646071.437500 Penalty: 2561.725098
	Iteration 28Q: 3 clusters Score -646071.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -646080.125000 Penalty: 2561.725098
	Iteration 29Q: 3 clusters Score -646080.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -646087.562500 Penalty: 2561.725098
	Iteration 30Q: 3 clusters Score -646087.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -646096.625000 Penalty: 2561.725098
	Iteration 31Q: 3 clusters Score -646096.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -646103.125000 Penalty: 2561.725098
	Iteration 32Q: 3 clusters Score -646103.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -646106.312500 Penalty: 2561.725098
	Iteration 33Q: 3 clusters Score -646106.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -646108.937500 Penalty: 2561.725098
	Iteration 34Q: 3 clusters Score -646108.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -646113.250000 Penalty: 2561.725098
	Iteration 35Q: 3 clusters Score -646113.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -646113.687500 Penalty: 2561.725098
	Iteration 36Q: 3 clusters Score -646113.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -646116.687500 Penalty: 2561.725098
	Iteration 37Q: 3 clusters Score -646116.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -646117.875000 Penalty: 2561.725098
	Iteration 38Q: 3 clusters Score -646117.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -646119.062500 Penalty: 2561.725098
	Iteration 39Q: 3 clusters Score -646119.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -646118.875000 Penalty: 2561.725098
	Iteration 40F: 3 clusters Score -646118.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (12866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Entering Unmasked Estep 
Score: -1528512.125000 Penalty: 1407.996704
	Iteration 0F: 2 clusters Score -1528512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1519748.625000 Penalty: 2815.993408
	Iteration 0F: 3 clusters Score -1519749 nChanged 5584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1522787.875000 Penalty: 2815.993408
	Iteration 1F: 3 clusters Score -1522788 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1523116.125000 Penalty: 2815.993408
	Iteration 2F: 3 clusters Score -1523116 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1523351.625000 Penalty: 2815.993408
	Iteration 3Q: 3 clusters Score -1523352 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1523541.125000 Penalty: 2815.993408
	Iteration 4Q: 3 clusters Score -1523541 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1523694.875000 Penalty: 2815.993408
	Iteration 5Q: 3 clusters Score -1523695 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1523832.000000 Penalty: 2815.993408
	Iteration 6Q: 3 clusters Score -1523832 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1523976.125000 Penalty: 2815.993408
	Iteration 7Q: 3 clusters Score -1523976 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1524130.875000 Penalty: 2815.993408
	Iteration 8Q: 3 clusters Score -1524131 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1524305.875000 Penalty: 2815.993408
	Iteration 9Q: 3 clusters Score -1524306 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1524485.375000 Penalty: 2815.993408
	Iteration 10Q: 3 clusters Score -1524485 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1524686.500000 Penalty: 2815.993408
	Iteration 11Q: 3 clusters Score -1524686 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1524911.375000 Penalty: 2815.993408
	Iteration 12Q: 3 clusters Score -1524911 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1525144.375000 Penalty: 2815.993408
	Iteration 13Q: 3 clusters Score -1525144 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1525398.125000 Penalty: 2815.993408
	Iteration 14Q: 3 clusters Score -1525398 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1525701.125000 Penalty: 2815.993408
	Iteration 15Q: 3 clusters Score -1525701 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1525997.250000 Penalty: 2815.993408
	Iteration 16Q: 3 clusters Score -1525997 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1526239.125000 Penalty: 2815.993408
	Iteration 17Q: 3 clusters Score -1526239 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1526421.250000 Penalty: 2815.993408
	Iteration 18Q: 3 clusters Score -1526421 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1526549.250000 Penalty: 2815.993408
	Iteration 19Q: 3 clusters Score -1526549 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1526658.250000 Penalty: 2815.993408
	Iteration 20F: 3 clusters Score -1526658 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1526749.875000 Penalty: 2815.993408
	Iteration 21Q: 3 clusters Score -1526750 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1526824.375000 Penalty: 2815.993408
	Iteration 22Q: 3 clusters Score -1526824 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1526881.000000 Penalty: 2815.993408
	Iteration 23Q: 3 clusters Score -1526881 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1526933.000000 Penalty: 2815.993408
	Iteration 24Q: 3 clusters Score -1526933 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1526981.125000 Penalty: 2815.993408
	Iteration 25Q: 3 clusters Score -1526981 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1527020.625000 Penalty: 2815.993408
	Iteration 26Q: 3 clusters Score -1527021 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1527051.625000 Penalty: 2815.993408
	Iteration 27Q: 3 clusters Score -1527052 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1527066.625000 Penalty: 2815.993408
	Iteration 28Q: 3 clusters Score -1527067 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1527095.500000 Penalty: 2815.993408
	Iteration 29Q: 3 clusters Score -1527096 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1527112.500000 Penalty: 2815.993408
	Iteration 30Q: 3 clusters Score -1527112 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1527128.375000 Penalty: 2815.993408
	Iteration 31Q: 3 clusters Score -1527128 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1527144.125000 Penalty: 2815.993408
	Iteration 32Q: 3 clusters Score -1527144 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1527157.750000 Penalty: 2815.993408
	Iteration 33Q: 3 clusters Score -1527158 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1527174.875000 Penalty: 2815.993408
	Iteration 34Q: 3 clusters Score -1527175 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1527192.250000 Penalty: 2815.993408
	Iteration 35Q: 3 clusters Score -1527192 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1527215.750000 Penalty: 2815.993408
	Iteration 36Q: 3 clusters Score -1527216 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1527225.125000 Penalty: 2815.993408
	Iteration 37Q: 3 clusters Score -1527225 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1527234.625000 Penalty: 2815.993408
	Iteration 38Q: 3 clusters Score -1527235 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1527243.125000 Penalty: 2815.993408
	Iteration 39Q: 3 clusters Score -1527243 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1527247.500000 Penalty: 2815.993408
	Iteration 40F: 3 clusters Score -1527248 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1527255.375000 Penalty: 2815.993408
	Iteration 41Q: 3 clusters Score -1527255 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1527253.625000 Penalty: 2815.993408
	Iteration 42Q: 3 clusters Score -1527254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1527257.375000 Penalty: 2815.993408
	Iteration 43Q: 3 clusters Score -1527257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1527256.750000 Penalty: 2815.993408
	Iteration 44Q: 3 clusters Score -1527257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1527256.750000 Penalty: 2815.993408
	Iteration 45F: 3 clusters Score -1527257 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (11958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Entering Unmasked Estep 
Score: -1435487.375000 Penalty: 1397.106323
	Iteration 0F: 2 clusters Score -1435487 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1427519.000000 Penalty: 2794.212646
	Iteration 0F: 3 clusters Score -1427519 nChanged 5021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1430141.000000 Penalty: 2794.212646
	Iteration 1F: 3 clusters Score -1430141 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1430481.000000 Penalty: 2794.212646
	Iteration 2F: 3 clusters Score -1430481 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1430766.500000 Penalty: 2794.212646
	Iteration 3F: 3 clusters Score -1430766 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1431069.000000 Penalty: 2794.212646
	Iteration 4Q: 3 clusters Score -1431069 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1431379.500000 Penalty: 2794.212646
	Iteration 5Q: 3 clusters Score -1431380 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1431707.125000 Penalty: 2794.212646
	Iteration 6Q: 3 clusters Score -1431707 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1432068.625000 Penalty: 2794.212646
	Iteration 7Q: 3 clusters Score -1432069 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1432455.000000 Penalty: 2794.212646
	Iteration 8Q: 3 clusters Score -1432455 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1432867.500000 Penalty: 2794.212646
	Iteration 9Q: 3 clusters Score -1432868 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1433298.500000 Penalty: 2794.212646
	Iteration 10Q: 3 clusters Score -1433298 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1433711.625000 Penalty: 2794.212646
	Iteration 11Q: 3 clusters Score -1433712 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1434075.250000 Penalty: 2794.212646
	Iteration 12Q: 3 clusters Score -1434075 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1434349.000000 Penalty: 2794.212646
	Iteration 13Q: 3 clusters Score -1434349 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1434530.875000 Penalty: 2794.212646
	Iteration 14Q: 3 clusters Score -1434531 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1434669.875000 Penalty: 2794.212646
	Iteration 15Q: 3 clusters Score -1434670 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1434785.750000 Penalty: 2794.212646
	Iteration 16Q: 3 clusters Score -1434786 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1434860.000000 Penalty: 2794.212646
	Iteration 17Q: 3 clusters Score -1434860 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1434902.750000 Penalty: 2794.212646
	Iteration 18Q: 3 clusters Score -1434903 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1434930.500000 Penalty: 2794.212646
	Iteration 19Q: 3 clusters Score -1434930 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1434947.875000 Penalty: 2794.212646
	Iteration 20F: 3 clusters Score -1434948 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1434959.625000 Penalty: 2794.212646
	Iteration 21Q: 3 clusters Score -1434960 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1434971.875000 Penalty: 2794.212646
	Iteration 22Q: 3 clusters Score -1434972 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1434974.000000 Penalty: 2794.212646
	Iteration 23Q: 3 clusters Score -1434974 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1434989.000000 Penalty: 2794.212646
	Iteration 24Q: 3 clusters Score -1434989 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1434994.875000 Penalty: 2794.212646
	Iteration 25Q: 3 clusters Score -1434995 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1435008.250000 Penalty: 2794.212646
	Iteration 26Q: 3 clusters Score -1435008 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1435017.625000 Penalty: 2794.212646
	Iteration 27Q: 3 clusters Score -1435018 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1435029.000000 Penalty: 2794.212646
	Iteration 28Q: 3 clusters Score -1435029 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1435036.875000 Penalty: 2794.212646
	Iteration 29Q: 3 clusters Score -1435037 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1435039.875000 Penalty: 2794.212646
	Iteration 30Q: 3 clusters Score -1435040 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1435043.625000 Penalty: 2794.212646
	Iteration 31Q: 3 clusters Score -1435044 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1435050.750000 Penalty: 2794.212646
	Iteration 32Q: 3 clusters Score -1435051 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1435053.000000 Penalty: 2794.212646
	Iteration 33Q: 3 clusters Score -1435053 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1435055.625000 Penalty: 2794.212646
	Iteration 34Q: 3 clusters Score -1435056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1435055.375000 Penalty: 2794.212646
	Iteration 35Q: 3 clusters Score -1435055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1435059.625000 Penalty: 2794.212646
	Iteration 36Q: 3 clusters Score -1435060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1435058.375000 Penalty: 2794.212646
	Iteration 37Q: 3 clusters Score -1435058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1435059.875000 Penalty: 2794.212646
	Iteration 38Q: 3 clusters Score -1435060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1435059.875000 Penalty: 2794.212646
	Iteration 39Q: 3 clusters Score -1435060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -1435060.500000 Penalty: 2794.212646
	Iteration 40F: 3 clusters Score -1435060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1435059.375000 Penalty: 2794.212646
	Iteration 41Q: 3 clusters Score -1435059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1435058.750000 Penalty: 2794.212646
	Iteration 42Q: 3 clusters Score -1435059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1435057.625000 Penalty: 2794.212646
	Iteration 43Q: 3 clusters Score -1435058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -1435058.000000 Penalty: 2794.212646
	Iteration 44Q: 3 clusters Score -1435058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1435059.000000 Penalty: 2794.212646
	Iteration 45Q: 3 clusters Score -1435059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1435059.375000 Penalty: 2794.212646
	Iteration 46Q: 3 clusters Score -1435059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1435062.875000 Penalty: 2794.212646
	Iteration 47Q: 3 clusters Score -1435063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1435062.125000 Penalty: 2794.212646
	Iteration 48Q: 3 clusters Score -1435062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1435062.125000 Penalty: 2794.212646
	Iteration 49F: 3 clusters Score -1435062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Entering Unmasked Estep 
Score: -24412.658203 Penalty: 857.860474
	Iteration 0F: 2 clusters Score -24412.66 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 174 members 
Entering Unmasked Estep 
Score: -23685.292969 Penalty: 1715.720947
	Iteration 0F: 3 clusters Score -23685.29 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -23844.972656 Penalty: 1715.720947
	Iteration 1F: 3 clusters Score -23844.97 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -23943.296875 Penalty: 1715.720947
	Iteration 2F: 3 clusters Score -23943.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -24046.332031 Penalty: 1715.720947
	Iteration 3F: 3 clusters Score -24046.33 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -24149.021484 Penalty: 1715.720947
	Iteration 4Q: 3 clusters Score -24149.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -24233.380859 Penalty: 1715.720947
	Iteration 5Q: 3 clusters Score -24233.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -24308.367188 Penalty: 1715.720947
	Iteration 6Q: 3 clusters Score -24308.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -24318.384766 Penalty: 1715.720947
	Iteration 7Q: 3 clusters Score -24318.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -24342.169922 Penalty: 1715.720947
	Iteration 8Q: 3 clusters Score -24342.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -24342.169922 Penalty: 1715.720947
	Iteration 9F: 3 clusters Score -24342.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (16102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Entering Unmasked Estep 
Score: -2046059.375000 Penalty: 1441.380859
	Iteration 0F: 2 clusters Score -2046059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -2035424.625000 Penalty: 2882.761719
	Iteration 0F: 3 clusters Score -2035425 nChanged 7071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -2039010.000000 Penalty: 2882.761719
	Iteration 1F: 3 clusters Score -2039010 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -2039410.125000 Penalty: 2882.761719
	Iteration 2F: 3 clusters Score -2039410 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -2039742.875000 Penalty: 2882.761719
	Iteration 3F: 3 clusters Score -2039743 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -2040001.750000 Penalty: 2882.761719
	Iteration 4Q: 3 clusters Score -2040002 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -2040240.125000 Penalty: 2882.761719
	Iteration 5Q: 3 clusters Score -2040240 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -2040516.375000 Penalty: 2882.761719
	Iteration 6Q: 3 clusters Score -2040516 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -2040851.125000 Penalty: 2882.761719
	Iteration 7Q: 3 clusters Score -2040851 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -2041229.750000 Penalty: 2882.761719
	Iteration 8Q: 3 clusters Score -2041230 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -2041685.750000 Penalty: 2882.761719
	Iteration 9Q: 3 clusters Score -2041686 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -2042240.750000 Penalty: 2882.761719
	Iteration 10Q: 3 clusters Score -2042241 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -2042795.375000 Penalty: 2882.761719
	Iteration 11Q: 3 clusters Score -2042795 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -2043308.000000 Penalty: 2882.761719
	Iteration 12Q: 3 clusters Score -2043308 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -2043781.375000 Penalty: 2882.761719
	Iteration 13Q: 3 clusters Score -2043781 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2044177.000000 Penalty: 2882.761719
	Iteration 14Q: 3 clusters Score -2044177 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2044435.250000 Penalty: 2882.761719
	Iteration 15Q: 3 clusters Score -2044435 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2044586.875000 Penalty: 2882.761719
	Iteration 16Q: 3 clusters Score -2044587 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -2044693.375000 Penalty: 2882.761719
	Iteration 17Q: 3 clusters Score -2044693 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2044765.375000 Penalty: 2882.761719
	Iteration 18Q: 3 clusters Score -2044765 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2044816.125000 Penalty: 2882.761719
	Iteration 19Q: 3 clusters Score -2044816 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2044858.000000 Penalty: 2882.761719
	Iteration 20F: 3 clusters Score -2044858 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2044893.875000 Penalty: 2882.761719
	Iteration 21Q: 3 clusters Score -2044894 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2044915.500000 Penalty: 2882.761719
	Iteration 22Q: 3 clusters Score -2044916 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2044932.500000 Penalty: 2882.761719
	Iteration 23Q: 3 clusters Score -2044932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2044945.625000 Penalty: 2882.761719
	Iteration 24Q: 3 clusters Score -2044946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2044954.625000 Penalty: 2882.761719
	Iteration 25Q: 3 clusters Score -2044955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2044963.125000 Penalty: 2882.761719
	Iteration 26Q: 3 clusters Score -2044963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2044964.500000 Penalty: 2882.761719
	Iteration 27Q: 3 clusters Score -2044964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2044967.750000 Penalty: 2882.761719
	Iteration 28Q: 3 clusters Score -2044968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2044968.750000 Penalty: 2882.761719
	Iteration 29Q: 3 clusters Score -2044969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2044969.750000 Penalty: 2882.761719
	Iteration 30Q: 3 clusters Score -2044970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2044969.250000 Penalty: 2882.761719
	Iteration 31Q: 3 clusters Score -2044969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2044969.250000 Penalty: 2882.761719
	Iteration 32F: 3 clusters Score -2044969 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Entering Unmasked Estep 
Score: -38729.703125 Penalty: 894.476562
	Iteration 0F: 2 clusters Score -38729.7 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 176 members 
Entering Unmasked Estep 
Score: -37972.531250 Penalty: 1788.953125
	Iteration 0F: 3 clusters Score -37972.53 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -38139.132812 Penalty: 1788.953125
	Iteration 1F: 3 clusters Score -38139.13 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -38185.988281 Penalty: 1788.953125
	Iteration 2Q: 3 clusters Score -38185.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -38205.230469 Penalty: 1788.953125
	Iteration 3Q: 3 clusters Score -38205.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -38207.058594 Penalty: 1788.953125
	Iteration 4Q: 3 clusters Score -38207.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -38207.058594 Penalty: 1788.953125
	Iteration 5F: 3 clusters Score -38207.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Entering Unmasked Estep 
Score: -187594.281250 Penalty: 1100.026001
	Iteration 0F: 2 clusters Score -187594.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -185959.828125 Penalty: 2200.052002
	Iteration 0F: 3 clusters Score -185959.8 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -186386.906250 Penalty: 2200.052002
	Iteration 1F: 3 clusters Score -186386.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -186530.406250 Penalty: 2200.052002
	Iteration 2F: 3 clusters Score -186530.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -186597.812500 Penalty: 2200.052002
	Iteration 3Q: 3 clusters Score -186597.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -186634.218750 Penalty: 2200.052002
	Iteration 4Q: 3 clusters Score -186634.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -186666.093750 Penalty: 2200.052002
	Iteration 5Q: 3 clusters Score -186666.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -186693.125000 Penalty: 2200.052002
	Iteration 6Q: 3 clusters Score -186693.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -186714.031250 Penalty: 2200.052002
	Iteration 7Q: 3 clusters Score -186714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -186722.046875 Penalty: 2200.052002
	Iteration 8Q: 3 clusters Score -186722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -186727.984375 Penalty: 2200.052002
	Iteration 9Q: 3 clusters Score -186728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -186728.953125 Penalty: 2200.052002
	Iteration 10Q: 3 clusters Score -186729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -186729.671875 Penalty: 2200.052002
	Iteration 11Q: 3 clusters Score -186729.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -186731.687500 Penalty: 2200.052002
	Iteration 12Q: 3 clusters Score -186731.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -186732.906250 Penalty: 2200.052002
	Iteration 13Q: 3 clusters Score -186732.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -186733.515625 Penalty: 2200.052002
	Iteration 14Q: 3 clusters Score -186733.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -186737.734375 Penalty: 2200.052002
	Iteration 15Q: 3 clusters Score -186737.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -186739.234375 Penalty: 2200.052002
	Iteration 16Q: 3 clusters Score -186739.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -186741.171875 Penalty: 2200.052002
	Iteration 17Q: 3 clusters Score -186741.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -186742.765625 Penalty: 2200.052002
	Iteration 18Q: 3 clusters Score -186742.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -186743.921875 Penalty: 2200.052002
	Iteration 19Q: 3 clusters Score -186743.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -186744.812500 Penalty: 2200.052002
	Iteration 20F: 3 clusters Score -186744.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -186745.781250 Penalty: 2200.052002
	Iteration 21Q: 3 clusters Score -186745.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -186745.781250 Penalty: 2200.052002
	Iteration 22F: 3 clusters Score -186745.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Entering Unmasked Estep 
Score: -12719.684570 Penalty: 783.088318
	Iteration 0F: 2 clusters Score -12719.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -12194.843750 Penalty: 1566.176636
	Iteration 0F: 3 clusters Score -12194.84 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -12391.666016 Penalty: 1566.176636
	Iteration 1F: 3 clusters Score -12391.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -12456.174805 Penalty: 1566.176636
	Iteration 2Q: 3 clusters Score -12456.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -12475.643555 Penalty: 1566.176636
	Iteration 3Q: 3 clusters Score -12475.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -12481.589844 Penalty: 1566.176636
	Iteration 4Q: 3 clusters Score -12481.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -12485.625000 Penalty: 1566.176636
	Iteration 5Q: 3 clusters Score -12485.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -12485.625000 Penalty: 1566.176636
	Iteration 6F: 3 clusters Score -12485.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -28486.371094 Penalty: 853.121216
	Iteration 0F: 2 clusters Score -28486.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -27767.126953 Penalty: 1706.242432
	Iteration 0F: 3 clusters Score -27767.13 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -27879.884766 Penalty: 1706.242432
	Iteration 1F: 3 clusters Score -27879.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -27885.097656 Penalty: 1706.242432
	Iteration 2Q: 3 clusters Score -27885.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -27886.367188 Penalty: 1706.242432
	Iteration 3Q: 3 clusters Score -27886.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -27888.888672 Penalty: 1706.242432
	Iteration 4Q: 3 clusters Score -27888.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -27892.570312 Penalty: 1706.242432
	Iteration 5Q: 3 clusters Score -27892.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -27892.570312 Penalty: 1706.242432
	Iteration 6F: 3 clusters Score -27892.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (6904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Entering Unmasked Estep 
Score: -875033.812500 Penalty: 1315.370605
	Iteration 0F: 2 clusters Score -875033.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -870170.250000 Penalty: 2630.741211
	Iteration 0F: 3 clusters Score -870170.2 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -871673.062500 Penalty: 2630.741211
	Iteration 1F: 3 clusters Score -871673.1 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -871924.750000 Penalty: 2630.741211
	Iteration 2F: 3 clusters Score -871924.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -872088.375000 Penalty: 2630.741211
	Iteration 3F: 3 clusters Score -872088.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -872194.625000 Penalty: 2630.741211
	Iteration 4Q: 3 clusters Score -872194.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -872264.625000 Penalty: 2630.741211
	Iteration 5Q: 3 clusters Score -872264.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -872311.625000 Penalty: 2630.741211
	Iteration 6Q: 3 clusters Score -872311.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -872348.187500 Penalty: 2630.741211
	Iteration 7Q: 3 clusters Score -872348.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -872378.125000 Penalty: 2630.741211
	Iteration 8Q: 3 clusters Score -872378.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -872401.875000 Penalty: 2630.741211
	Iteration 9Q: 3 clusters Score -872401.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -872425.937500 Penalty: 2630.741211
	Iteration 10Q: 3 clusters Score -872425.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -872444.125000 Penalty: 2630.741211
	Iteration 11Q: 3 clusters Score -872444.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -872470.937500 Penalty: 2630.741211
	Iteration 12Q: 3 clusters Score -872470.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -872506.625000 Penalty: 2630.741211
	Iteration 13Q: 3 clusters Score -872506.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -872551.875000 Penalty: 2630.741211
	Iteration 14Q: 3 clusters Score -872551.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -872597.000000 Penalty: 2630.741211
	Iteration 15Q: 3 clusters Score -872597 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -872657.625000 Penalty: 2630.741211
	Iteration 16Q: 3 clusters Score -872657.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -872726.312500 Penalty: 2630.741211
	Iteration 17Q: 3 clusters Score -872726.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -872796.187500 Penalty: 2630.741211
	Iteration 18Q: 3 clusters Score -872796.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -872872.125000 Penalty: 2630.741211
	Iteration 19Q: 3 clusters Score -872872.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -872954.062500 Penalty: 2630.741211
	Iteration 20F: 3 clusters Score -872954.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -873053.375000 Penalty: 2630.741211
	Iteration 21Q: 3 clusters Score -873053.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -873129.375000 Penalty: 2630.741211
	Iteration 22Q: 3 clusters Score -873129.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -873198.562500 Penalty: 2630.741211
	Iteration 23Q: 3 clusters Score -873198.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -873252.937500 Penalty: 2630.741211
	Iteration 24Q: 3 clusters Score -873252.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -873329.812500 Penalty: 2630.741211
	Iteration 25Q: 3 clusters Score -873329.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -873411.375000 Penalty: 2630.741211
	Iteration 26Q: 3 clusters Score -873411.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -873471.375000 Penalty: 2630.741211
	Iteration 27Q: 3 clusters Score -873471.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -873530.812500 Penalty: 2630.741211
	Iteration 28Q: 3 clusters Score -873530.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -873607.062500 Penalty: 2630.741211
	Iteration 29Q: 3 clusters Score -873607.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -873673.437500 Penalty: 2630.741211
	Iteration 30Q: 3 clusters Score -873673.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -873729.437500 Penalty: 2630.741211
	Iteration 31Q: 3 clusters Score -873729.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -873773.625000 Penalty: 2630.741211
	Iteration 32Q: 3 clusters Score -873773.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -873821.250000 Penalty: 2630.741211
	Iteration 33Q: 3 clusters Score -873821.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -873854.562500 Penalty: 2630.741211
	Iteration 34Q: 3 clusters Score -873854.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -873885.187500 Penalty: 2630.741211
	Iteration 35Q: 3 clusters Score -873885.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -873914.187500 Penalty: 2630.741211
	Iteration 36Q: 3 clusters Score -873914.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -873936.187500 Penalty: 2630.741211
	Iteration 37Q: 3 clusters Score -873936.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -873953.875000 Penalty: 2630.741211
	Iteration 38Q: 3 clusters Score -873953.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -873967.937500 Penalty: 2630.741211
	Iteration 39Q: 3 clusters Score -873967.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -873974.937500 Penalty: 2630.741211
	Iteration 40F: 3 clusters Score -873974.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -873994.125000 Penalty: 2630.741211
	Iteration 41Q: 3 clusters Score -873994.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -874006.125000 Penalty: 2630.741211
	Iteration 42Q: 3 clusters Score -874006.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -874013.437500 Penalty: 2630.741211
	Iteration 43Q: 3 clusters Score -874013.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -874018.562500 Penalty: 2630.741211
	Iteration 44Q: 3 clusters Score -874018.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -874022.250000 Penalty: 2630.741211
	Iteration 45Q: 3 clusters Score -874022.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -874029.812500 Penalty: 2630.741211
	Iteration 46Q: 3 clusters Score -874029.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -874032.125000 Penalty: 2630.741211
	Iteration 47Q: 3 clusters Score -874032.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -874034.625000 Penalty: 2630.741211
	Iteration 48Q: 3 clusters Score -874034.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -874035.187500 Penalty: 2630.741211
	Iteration 49Q: 3 clusters Score -874035.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -874039.000000 Penalty: 2630.741211
	Iteration 50Q: 3 clusters Score -874039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -874038.500000 Penalty: 2630.741211
	Iteration 51Q: 3 clusters Score -874038.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -874039.500000 Penalty: 2630.741211
	Iteration 52Q: 3 clusters Score -874039.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -874039.500000 Penalty: 2630.741211
	Iteration 53F: 3 clusters Score -874039.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Entering Unmasked Estep 
Score: -44846.449219 Penalty: 891.901489
	Iteration 0F: 2 clusters Score -44846.45 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 193 members 
Entering Unmasked Estep 
Score: -44039.867188 Penalty: 1783.802979
	Iteration 0F: 3 clusters Score -44039.87 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -44168.023438 Penalty: 1783.802979
	Iteration 1F: 3 clusters Score -44168.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -44203.175781 Penalty: 1783.802979
	Iteration 2Q: 3 clusters Score -44203.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -44217.742188 Penalty: 1783.802979
	Iteration 3Q: 3 clusters Score -44217.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -44220.675781 Penalty: 1783.802979
	Iteration 4Q: 3 clusters Score -44220.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -44220.675781 Penalty: 1783.802979
	Iteration 5F: 3 clusters Score -44220.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (10998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Entering Unmasked Estep 
Score: -1373639.500000 Penalty: 1384.653809
	Iteration 0F: 2 clusters Score -1373640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1366320.375000 Penalty: 2769.307617
	Iteration 0F: 3 clusters Score -1366320 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1368889.750000 Penalty: 2769.307617
	Iteration 1F: 3 clusters Score -1368890 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1369176.250000 Penalty: 2769.307617
	Iteration 2F: 3 clusters Score -1369176 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1369354.375000 Penalty: 2769.307617
	Iteration 3Q: 3 clusters Score -1369354 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1369498.375000 Penalty: 2769.307617
	Iteration 4Q: 3 clusters Score -1369498 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1369615.625000 Penalty: 2769.307617
	Iteration 5Q: 3 clusters Score -1369616 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1369757.000000 Penalty: 2769.307617
	Iteration 6Q: 3 clusters Score -1369757 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1369891.125000 Penalty: 2769.307617
	Iteration 7Q: 3 clusters Score -1369891 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1370023.250000 Penalty: 2769.307617
	Iteration 8Q: 3 clusters Score -1370023 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1370170.500000 Penalty: 2769.307617
	Iteration 9Q: 3 clusters Score -1370170 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1370315.750000 Penalty: 2769.307617
	Iteration 10Q: 3 clusters Score -1370316 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1370455.750000 Penalty: 2769.307617
	Iteration 11Q: 3 clusters Score -1370456 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1370634.125000 Penalty: 2769.307617
	Iteration 12Q: 3 clusters Score -1370634 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1370861.250000 Penalty: 2769.307617
	Iteration 13Q: 3 clusters Score -1370861 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1371130.125000 Penalty: 2769.307617
	Iteration 14Q: 3 clusters Score -1371130 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1371415.750000 Penalty: 2769.307617
	Iteration 15Q: 3 clusters Score -1371416 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1371680.750000 Penalty: 2769.307617
	Iteration 16Q: 3 clusters Score -1371681 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1371925.750000 Penalty: 2769.307617
	Iteration 17Q: 3 clusters Score -1371926 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1372137.625000 Penalty: 2769.307617
	Iteration 18Q: 3 clusters Score -1372138 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1372289.875000 Penalty: 2769.307617
	Iteration 19Q: 3 clusters Score -1372290 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1372390.375000 Penalty: 2769.307617
	Iteration 20F: 3 clusters Score -1372390 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1372441.500000 Penalty: 2769.307617
	Iteration 21Q: 3 clusters Score -1372442 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1372494.250000 Penalty: 2769.307617
	Iteration 22Q: 3 clusters Score -1372494 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1372563.250000 Penalty: 2769.307617
	Iteration 23Q: 3 clusters Score -1372563 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1372622.375000 Penalty: 2769.307617
	Iteration 24Q: 3 clusters Score -1372622 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1372687.750000 Penalty: 2769.307617
	Iteration 25Q: 3 clusters Score -1372688 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1372752.125000 Penalty: 2769.307617
	Iteration 26Q: 3 clusters Score -1372752 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1372794.250000 Penalty: 2769.307617
	Iteration 27Q: 3 clusters Score -1372794 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1372819.750000 Penalty: 2769.307617
	Iteration 28Q: 3 clusters Score -1372820 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1372841.750000 Penalty: 2769.307617
	Iteration 29Q: 3 clusters Score -1372842 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1372864.250000 Penalty: 2769.307617
	Iteration 30Q: 3 clusters Score -1372864 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1372882.625000 Penalty: 2769.307617
	Iteration 31Q: 3 clusters Score -1372883 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1372894.250000 Penalty: 2769.307617
	Iteration 32Q: 3 clusters Score -1372894 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1372901.625000 Penalty: 2769.307617
	Iteration 33Q: 3 clusters Score -1372902 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1372912.250000 Penalty: 2769.307617
	Iteration 34Q: 3 clusters Score -1372912 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1372914.750000 Penalty: 2769.307617
	Iteration 35Q: 3 clusters Score -1372915 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1372916.875000 Penalty: 2769.307617
	Iteration 36Q: 3 clusters Score -1372917 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1372922.375000 Penalty: 2769.307617
	Iteration 37Q: 3 clusters Score -1372922 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1372929.625000 Penalty: 2769.307617
	Iteration 38Q: 3 clusters Score -1372930 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1372939.125000 Penalty: 2769.307617
	Iteration 39Q: 3 clusters Score -1372939 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1372942.375000 Penalty: 2769.307617
	Iteration 40F: 3 clusters Score -1372942 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1372942.875000 Penalty: 2769.307617
	Iteration 41Q: 3 clusters Score -1372943 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1372947.625000 Penalty: 2769.307617
	Iteration 42Q: 3 clusters Score -1372948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1372949.875000 Penalty: 2769.307617
	Iteration 43Q: 3 clusters Score -1372950 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1372949.250000 Penalty: 2769.307617
	Iteration 44Q: 3 clusters Score -1372949 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1372951.500000 Penalty: 2769.307617
	Iteration 45Q: 3 clusters Score -1372952 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1372957.625000 Penalty: 2769.307617
	Iteration 46Q: 3 clusters Score -1372958 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1372961.750000 Penalty: 2769.307617
	Iteration 47Q: 3 clusters Score -1372962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1372964.375000 Penalty: 2769.307617
	Iteration 48Q: 3 clusters Score -1372964 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1372965.125000 Penalty: 2769.307617
	Iteration 49Q: 3 clusters Score -1372965 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1372970.125000 Penalty: 2769.307617
	Iteration 50Q: 3 clusters Score -1372970 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1372975.125000 Penalty: 2769.307617
	Iteration 51Q: 3 clusters Score -1372975 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1372976.750000 Penalty: 2769.307617
	Iteration 52Q: 3 clusters Score -1372977 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -1372979.375000 Penalty: 2769.307617
	Iteration 53Q: 3 clusters Score -1372979 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1372981.625000 Penalty: 2769.307617
	Iteration 54Q: 3 clusters Score -1372982 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1372985.000000 Penalty: 2769.307617
	Iteration 55Q: 3 clusters Score -1372985 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1372987.375000 Penalty: 2769.307617
	Iteration 56Q: 3 clusters Score -1372987 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1372987.625000 Penalty: 2769.307617
	Iteration 57Q: 3 clusters Score -1372988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1372987.375000 Penalty: 2769.307617
	Iteration 58Q: 3 clusters Score -1372987 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1372988.750000 Penalty: 2769.307617
	Iteration 59Q: 3 clusters Score -1372989 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1372995.750000 Penalty: 2769.307617
	Iteration 60F: 3 clusters Score -1372996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1372992.000000 Penalty: 2769.307617
	Iteration 61Q: 3 clusters Score -1372992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1372992.625000 Penalty: 2769.307617
	Iteration 62Q: 3 clusters Score -1372993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1372992.625000 Penalty: 2769.307617
	Iteration 63Q: 3 clusters Score -1372993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1372994.000000 Penalty: 2769.307617
	Iteration 64Q: 3 clusters Score -1372994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1372993.750000 Penalty: 2769.307617
	Iteration 65Q: 3 clusters Score -1372994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1372993.750000 Penalty: 2769.307617
	Iteration 66F: 3 clusters Score -1372994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (9433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Entering Unmasked Estep 
Score: -1197257.375000 Penalty: 1361.813110
	Iteration 0F: 2 clusters Score -1197257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1190904.125000 Penalty: 2723.626221
	Iteration 0F: 3 clusters Score -1190904 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1192973.625000 Penalty: 2723.626221
	Iteration 1F: 3 clusters Score -1192974 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1193308.250000 Penalty: 2723.626221
	Iteration 2F: 3 clusters Score -1193308 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1193599.250000 Penalty: 2723.626221
	Iteration 3F: 3 clusters Score -1193599 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1193868.500000 Penalty: 2723.626221
	Iteration 4Q: 3 clusters Score -1193868 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1194160.500000 Penalty: 2723.626221
	Iteration 5Q: 3 clusters Score -1194160 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1194505.750000 Penalty: 2723.626221
	Iteration 6Q: 3 clusters Score -1194506 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1194854.375000 Penalty: 2723.626221
	Iteration 7Q: 3 clusters Score -1194854 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1195213.250000 Penalty: 2723.626221
	Iteration 8Q: 3 clusters Score -1195213 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1195487.375000 Penalty: 2723.626221
	Iteration 9Q: 3 clusters Score -1195487 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1195706.500000 Penalty: 2723.626221
	Iteration 10Q: 3 clusters Score -1195706 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1195878.375000 Penalty: 2723.626221
	Iteration 11Q: 3 clusters Score -1195878 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1195983.375000 Penalty: 2723.626221
	Iteration 12Q: 3 clusters Score -1195983 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1196046.250000 Penalty: 2723.626221
	Iteration 13Q: 3 clusters Score -1196046 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1196089.125000 Penalty: 2723.626221
	Iteration 14Q: 3 clusters Score -1196089 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1196116.250000 Penalty: 2723.626221
	Iteration 15Q: 3 clusters Score -1196116 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1196136.000000 Penalty: 2723.626221
	Iteration 16Q: 3 clusters Score -1196136 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1196156.250000 Penalty: 2723.626221
	Iteration 17Q: 3 clusters Score -1196156 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1196171.125000 Penalty: 2723.626221
	Iteration 18Q: 3 clusters Score -1196171 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1196176.000000 Penalty: 2723.626221
	Iteration 19Q: 3 clusters Score -1196176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1196184.250000 Penalty: 2723.626221
	Iteration 20F: 3 clusters Score -1196184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1196187.625000 Penalty: 2723.626221
	Iteration 21Q: 3 clusters Score -1196188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1196189.250000 Penalty: 2723.626221
	Iteration 22Q: 3 clusters Score -1196189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1196189.625000 Penalty: 2723.626221
	Iteration 23Q: 3 clusters Score -1196190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1196192.625000 Penalty: 2723.626221
	Iteration 24Q: 3 clusters Score -1196193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1196193.000000 Penalty: 2723.626221
	Iteration 25Q: 3 clusters Score -1196193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1196197.750000 Penalty: 2723.626221
	Iteration 26Q: 3 clusters Score -1196198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1196198.500000 Penalty: 2723.626221
	Iteration 27Q: 3 clusters Score -1196198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1196200.500000 Penalty: 2723.626221
	Iteration 28Q: 3 clusters Score -1196200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1196199.500000 Penalty: 2723.626221
	Iteration 29Q: 3 clusters Score -1196200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1196199.500000 Penalty: 2723.626221
	Iteration 30F: 3 clusters Score -1196200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (51441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51441 members 
Entering Unmasked Estep 
Score: -6564747.500000 Penalty: 1614.210938
	Iteration 0F: 2 clusters Score -6564748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25675 members 
Mstep: Class 2 contains 25766 members 
Entering Unmasked Estep 
Score: -6531964.500000 Penalty: 3228.421875
	Iteration 0F: 3 clusters Score -6531964 nChanged 23821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24702 members 
Mstep: Class 2 contains 26739 members 
Entering Unmasked Estep 
Score: -6545260.000000 Penalty: 3228.421875
	Iteration 1F: 3 clusters Score -6545260 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23855 members 
Mstep: Class 2 contains 27586 members 
Entering Unmasked Estep 
Score: -6546008.000000 Penalty: 3228.421875
	Iteration 2Q: 3 clusters Score -6546008 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22638 members 
Mstep: Class 2 contains 28803 members 
Entering Unmasked Estep 
Score: -6547009.500000 Penalty: 3228.421875
	Iteration 3Q: 3 clusters Score -6547010 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 30413 members 
Entering Unmasked Estep 
Score: -6548261.000000 Penalty: 3228.421875
	Iteration 4F: 3 clusters Score -6548261 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 32410 members 
Entering Unmasked Estep 
Score: -6549735.000000 Penalty: 3228.421875
	Iteration 5F: 3 clusters Score -6549735 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 34795 members 
Entering Unmasked Estep 
Score: -6551516.500000 Penalty: 3228.421875
	Iteration 6F: 3 clusters Score -6551516 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 37421 members 
Entering Unmasked Estep 
Score: -6553388.500000 Penalty: 3228.421875
	Iteration 7F: 3 clusters Score -6553388 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 40197 members 
Entering Unmasked Estep 
Score: -6555273.500000 Penalty: 3228.421875
	Iteration 8F: 3 clusters Score -6555274 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 42945 members 
Entering Unmasked Estep 
Score: -6557188.000000 Penalty: 3228.421875
	Iteration 9F: 3 clusters Score -6557188 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 45438 members 
Entering Unmasked Estep 
Score: -6558862.500000 Penalty: 3228.421875
	Iteration 10Q: 3 clusters Score -6558862 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 47528 members 
Entering Unmasked Estep 
Score: -6560390.500000 Penalty: 3228.421875
	Iteration 11Q: 3 clusters Score -6560390 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 49090 members 
Entering Unmasked Estep 
Score: -6561580.500000 Penalty: 3228.421875
	Iteration 12Q: 3 clusters Score -6561580 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 50085 members 
Entering Unmasked Estep 
Score: -6562354.500000 Penalty: 3228.421875
	Iteration 13Q: 3 clusters Score -6562354 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 50635 members 
Entering Unmasked Estep 
Score: -6562863.000000 Penalty: 3228.421875
	Iteration 14Q: 3 clusters Score -6562863 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 50909 members 
Entering Unmasked Estep 
Score: -6563142.000000 Penalty: 3228.421875
	Iteration 15Q: 3 clusters Score -6563142 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 51033 members 
Entering Unmasked Estep 
Score: -6563281.500000 Penalty: 3228.421875
	Iteration 16Q: 3 clusters Score -6563282 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 51089 members 
Entering Unmasked Estep 
Score: -6563352.000000 Penalty: 3228.421875
	Iteration 17Q: 3 clusters Score -6563352 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 51115 members 
Entering Unmasked Estep 
Score: -6563401.500000 Penalty: 3228.421875
	Iteration 18Q: 3 clusters Score -6563402 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 51131 members 
Entering Unmasked Estep 
Score: -6563421.000000 Penalty: 3228.421875
	Iteration 19Q: 3 clusters Score -6563421 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 51143 members 
Entering Unmasked Estep 
Score: -6563439.500000 Penalty: 3228.421875
	Iteration 20F: 3 clusters Score -6563440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 51149 members 
Entering Unmasked Estep 
Score: -6563458.500000 Penalty: 3228.421875
	Iteration 21Q: 3 clusters Score -6563458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 51155 members 
Entering Unmasked Estep 
Score: -6563474.500000 Penalty: 3228.421875
	Iteration 22Q: 3 clusters Score -6563474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 51159 members 
Entering Unmasked Estep 
Score: -6563478.000000 Penalty: 3228.421875
	Iteration 23Q: 3 clusters Score -6563478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 51165 members 
Entering Unmasked Estep 
Score: -6563483.000000 Penalty: 3228.421875
	Iteration 24Q: 3 clusters Score -6563483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 51166 members 
Entering Unmasked Estep 
Score: -6563488.500000 Penalty: 3228.421875
	Iteration 25Q: 3 clusters Score -6563488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 51167 members 
Entering Unmasked Estep 
Score: -6563488.500000 Penalty: 3228.421875
	Iteration 26Q: 3 clusters Score -6563488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 51168 members 
Entering Unmasked Estep 
Score: -6563490.000000 Penalty: 3228.421875
	Iteration 27Q: 3 clusters Score -6563490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 51167 members 
Entering Unmasked Estep 
Score: -6563487.500000 Penalty: 3228.421875
	Iteration 28Q: 3 clusters Score -6563488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 51166 members 
Entering Unmasked Estep 
Score: -6563488.500000 Penalty: 3228.421875
	Iteration 29Q: 3 clusters Score -6563488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 51167 members 
Entering Unmasked Estep 
Score: -6563487.500000 Penalty: 3228.421875
	Iteration 30Q: 3 clusters Score -6563488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 51167 members 
Entering Unmasked Estep 
Score: -6563487.500000 Penalty: 3228.421875
	Iteration 31F: 3 clusters Score -6563488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Entering Unmasked Estep 
Score: -13956.135742 Penalty: 753.314148
	Iteration 0F: 2 clusters Score -13956.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -13506.049805 Penalty: 1506.628296
	Iteration 0F: 3 clusters Score -13506.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -13528.788086 Penalty: 1506.628296
	Iteration 1Q: 3 clusters Score -13528.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -13542.134766 Penalty: 1506.628296
	Iteration 2Q: 3 clusters Score -13542.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -13548.481445 Penalty: 1506.628296
	Iteration 3Q: 3 clusters Score -13548.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -13561.925781 Penalty: 1506.628296
	Iteration 4Q: 3 clusters Score -13561.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -13561.925781 Penalty: 1506.628296
	Iteration 5F: 3 clusters Score -13561.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Entering Unmasked Estep 
Score: -37846.433594 Penalty: 894.111450
	Iteration 0F: 2 clusters Score -37846.43 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 199 members 
Entering Unmasked Estep 
Score: -37041.234375 Penalty: 1788.222900
	Iteration 0F: 3 clusters Score -37041.23 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -37161.328125 Penalty: 1788.222900
	Iteration 1F: 3 clusters Score -37161.33 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -37208.296875 Penalty: 1788.222900
	Iteration 2Q: 3 clusters Score -37208.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -37218.703125 Penalty: 1788.222900
	Iteration 3Q: 3 clusters Score -37218.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -37218.703125 Penalty: 1788.222900
	Iteration 4F: 3 clusters Score -37218.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Entering Unmasked Estep 
Score: -11681.163086 Penalty: 771.882996
	Iteration 0F: 2 clusters Score -11681.16 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 91 members 
Entering Unmasked Estep 
Score: -11203.939453 Penalty: 1543.765991
	Iteration 0F: 3 clusters Score -11203.94 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -11287.279297 Penalty: 1543.765991
	Iteration 1F: 3 clusters Score -11287.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -11320.937500 Penalty: 1543.765991
	Iteration 2Q: 3 clusters Score -11320.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -11330.684570 Penalty: 1543.765991
	Iteration 3Q: 3 clusters Score -11330.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -11335.485352 Penalty: 1543.765991
	Iteration 4Q: 3 clusters Score -11335.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -11335.485352 Penalty: 1543.765991
	Iteration 5F: 3 clusters Score -11335.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Entering Unmasked Estep 
Score: -14723.255859 Penalty: 756.112976
	Iteration 0F: 2 clusters Score -14723.26 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 88 members 
Entering Unmasked Estep 
Score: -14225.139648 Penalty: 1512.225952
	Iteration 0F: 3 clusters Score -14225.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -14274.861328 Penalty: 1512.225952
	Iteration 1Q: 3 clusters Score -14274.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -14282.618164 Penalty: 1512.225952
	Iteration 2Q: 3 clusters Score -14282.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -14282.618164 Penalty: 1512.225952
	Iteration 3F: 3 clusters Score -14282.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (22312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Entering Unmasked Estep 
Score: -2821697.000000 Penalty: 1489.916626
	Iteration 0F: 2 clusters Score -2821697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -2807151.750000 Penalty: 2979.833252
	Iteration 0F: 3 clusters Score -2807152 nChanged 9817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -2812506.250000 Penalty: 2979.833252
	Iteration 1F: 3 clusters Score -2812506 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -2812880.500000 Penalty: 2979.833252
	Iteration 2F: 3 clusters Score -2812880 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -2813206.000000 Penalty: 2979.833252
	Iteration 3Q: 3 clusters Score -2813206 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -2813482.750000 Penalty: 2979.833252
	Iteration 4Q: 3 clusters Score -2813483 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -2813717.750000 Penalty: 2979.833252
	Iteration 5Q: 3 clusters Score -2813718 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -2813949.500000 Penalty: 2979.833252
	Iteration 6Q: 3 clusters Score -2813950 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -2814161.250000 Penalty: 2979.833252
	Iteration 7Q: 3 clusters Score -2814161 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -2814336.750000 Penalty: 2979.833252
	Iteration 8Q: 3 clusters Score -2814337 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -2814525.500000 Penalty: 2979.833252
	Iteration 9Q: 3 clusters Score -2814526 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -2814730.000000 Penalty: 2979.833252
	Iteration 10Q: 3 clusters Score -2814730 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -2814923.500000 Penalty: 2979.833252
	Iteration 11Q: 3 clusters Score -2814924 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -2815107.750000 Penalty: 2979.833252
	Iteration 12Q: 3 clusters Score -2815108 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -2815275.000000 Penalty: 2979.833252
	Iteration 13Q: 3 clusters Score -2815275 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -2815494.750000 Penalty: 2979.833252
	Iteration 14Q: 3 clusters Score -2815495 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -2815722.750000 Penalty: 2979.833252
	Iteration 15Q: 3 clusters Score -2815723 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -2815978.250000 Penalty: 2979.833252
	Iteration 16Q: 3 clusters Score -2815978 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -2816219.750000 Penalty: 2979.833252
	Iteration 17Q: 3 clusters Score -2816220 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -2816535.750000 Penalty: 2979.833252
	Iteration 18Q: 3 clusters Score -2816536 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -2816878.250000 Penalty: 2979.833252
	Iteration 19Q: 3 clusters Score -2816878 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -2817301.000000 Penalty: 2979.833252
	Iteration 20F: 3 clusters Score -2817301 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -2817790.000000 Penalty: 2979.833252
	Iteration 21Q: 3 clusters Score -2817790 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -2818324.000000 Penalty: 2979.833252
	Iteration 22Q: 3 clusters Score -2818324 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20008 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -2818839.500000 Penalty: 2979.833252
	Iteration 23Q: 3 clusters Score -2818840 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -2819298.750000 Penalty: 2979.833252
	Iteration 24Q: 3 clusters Score -2819299 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2819661.500000 Penalty: 2979.833252
	Iteration 25Q: 3 clusters Score -2819662 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2819923.500000 Penalty: 2979.833252
	Iteration 26Q: 3 clusters Score -2819924 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2820140.750000 Penalty: 2979.833252
	Iteration 27Q: 3 clusters Score -2820141 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2820272.500000 Penalty: 2979.833252
	Iteration 28Q: 3 clusters Score -2820272 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2820361.000000 Penalty: 2979.833252
	Iteration 29Q: 3 clusters Score -2820361 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21912 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2820410.500000 Penalty: 2979.833252
	Iteration 30Q: 3 clusters Score -2820410 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21947 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2820445.750000 Penalty: 2979.833252
	Iteration 31Q: 3 clusters Score -2820446 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2820478.250000 Penalty: 2979.833252
	Iteration 32Q: 3 clusters Score -2820478 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2820490.000000 Penalty: 2979.833252
	Iteration 33Q: 3 clusters Score -2820490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2820504.250000 Penalty: 2979.833252
	Iteration 34Q: 3 clusters Score -2820504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2820511.750000 Penalty: 2979.833252
	Iteration 35Q: 3 clusters Score -2820512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2820524.500000 Penalty: 2979.833252
	Iteration 36Q: 3 clusters Score -2820524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22002 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2820527.000000 Penalty: 2979.833252
	Iteration 37Q: 3 clusters Score -2820527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2820534.250000 Penalty: 2979.833252
	Iteration 38Q: 3 clusters Score -2820534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22006 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2820541.500000 Penalty: 2979.833252
	Iteration 39Q: 3 clusters Score -2820542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2820546.250000 Penalty: 2979.833252
	Iteration 40F: 3 clusters Score -2820546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2820548.500000 Penalty: 2979.833252
	Iteration 41Q: 3 clusters Score -2820548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22014 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2820551.500000 Penalty: 2979.833252
	Iteration 42Q: 3 clusters Score -2820552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22016 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2820559.750000 Penalty: 2979.833252
	Iteration 43Q: 3 clusters Score -2820560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2820560.000000 Penalty: 2979.833252
	Iteration 44Q: 3 clusters Score -2820560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2820560.500000 Penalty: 2979.833252
	Iteration 45Q: 3 clusters Score -2820560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2820560.000000 Penalty: 2979.833252
	Iteration 46Q: 3 clusters Score -2820560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2820560.500000 Penalty: 2979.833252
	Iteration 47Q: 3 clusters Score -2820560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2820561.750000 Penalty: 2979.833252
	Iteration 48Q: 3 clusters Score -2820562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22022 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2820563.750000 Penalty: 2979.833252
	Iteration 49Q: 3 clusters Score -2820564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22022 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2820563.750000 Penalty: 2979.833252
	Iteration 50F: 3 clusters Score -2820564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (38694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38694 members 
Entering Unmasked Estep 
Score: -4897762.500000 Penalty: 1571.839844
	Iteration 0F: 2 clusters Score -4897762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -4872672.000000 Penalty: 3143.679688
	Iteration 0F: 3 clusters Score -4872672 nChanged 17711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 21166 members 
Entering Unmasked Estep 
Score: -4882623.500000 Penalty: 3143.679688
	Iteration 1F: 3 clusters Score -4882624 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -4883306.000000 Penalty: 3143.679688
	Iteration 2Q: 3 clusters Score -4883306 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -4884046.500000 Penalty: 3143.679688
	Iteration 3Q: 3 clusters Score -4884046 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 25238 members 
Entering Unmasked Estep 
Score: -4885062.500000 Penalty: 3143.679688
	Iteration 4F: 3 clusters Score -4885062 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 27594 members 
Entering Unmasked Estep 
Score: -4886637.500000 Penalty: 3143.679688
	Iteration 5F: 3 clusters Score -4886638 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 30430 members 
Entering Unmasked Estep 
Score: -4888881.500000 Penalty: 3143.679688
	Iteration 6F: 3 clusters Score -4888882 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 33385 members 
Entering Unmasked Estep 
Score: -4891511.000000 Penalty: 3143.679688
	Iteration 7F: 3 clusters Score -4891511 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 35834 members 
Entering Unmasked Estep 
Score: -4893849.000000 Penalty: 3143.679688
	Iteration 8F: 3 clusters Score -4893849 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 37354 members 
Entering Unmasked Estep 
Score: -4895263.500000 Penalty: 3143.679688
	Iteration 9Q: 3 clusters Score -4895264 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 38088 members 
Entering Unmasked Estep 
Score: -4895953.500000 Penalty: 3143.679688
	Iteration 10Q: 3 clusters Score -4895954 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 38326 members 
Entering Unmasked Estep 
Score: -4896222.000000 Penalty: 3143.679688
	Iteration 11Q: 3 clusters Score -4896222 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 38415 members 
Entering Unmasked Estep 
Score: -4896333.500000 Penalty: 3143.679688
	Iteration 12Q: 3 clusters Score -4896334 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 38446 members 
Entering Unmasked Estep 
Score: -4896393.000000 Penalty: 3143.679688
	Iteration 13Q: 3 clusters Score -4896393 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 38468 members 
Entering Unmasked Estep 
Score: -4896421.500000 Penalty: 3143.679688
	Iteration 14Q: 3 clusters Score -4896422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 38475 members 
Entering Unmasked Estep 
Score: -4896444.500000 Penalty: 3143.679688
	Iteration 15Q: 3 clusters Score -4896444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 38480 members 
Entering Unmasked Estep 
Score: -4896464.500000 Penalty: 3143.679688
	Iteration 16Q: 3 clusters Score -4896464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 38485 members 
Entering Unmasked Estep 
Score: -4896479.000000 Penalty: 3143.679688
	Iteration 17Q: 3 clusters Score -4896479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 38487 members 
Entering Unmasked Estep 
Score: -4896484.500000 Penalty: 3143.679688
	Iteration 18Q: 3 clusters Score -4896484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 38489 members 
Entering Unmasked Estep 
Score: -4896484.500000 Penalty: 3143.679688
	Iteration 19Q: 3 clusters Score -4896484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 38492 members 
Entering Unmasked Estep 
Score: -4896490.000000 Penalty: 3143.679688
	Iteration 20F: 3 clusters Score -4896490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 38495 members 
Entering Unmasked Estep 
Score: -4896495.000000 Penalty: 3143.679688
	Iteration 21Q: 3 clusters Score -4896495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 38496 members 
Entering Unmasked Estep 
Score: -4896505.000000 Penalty: 3143.679688
	Iteration 22Q: 3 clusters Score -4896505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 38495 members 
Entering Unmasked Estep 
Score: -4896507.000000 Penalty: 3143.679688
	Iteration 23Q: 3 clusters Score -4896507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 38495 members 
Entering Unmasked Estep 
Score: -4896507.000000 Penalty: 3143.679688
	Iteration 24F: 3 clusters Score -4896507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 46252 members 
Mstep: Class 2 contains 12011 members 
Mstep: Class 3 contains 48944 members 
Mstep: Class 4 contains 29341 members 
Mstep: Class 5 contains 31490 members 
Mstep: Class 6 contains 5447 members 
Mstep: Class 7 contains 42361 members 
Mstep: Class 8 contains 21724 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6335 members 
Mstep: Class 11 contains 35522 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 5673 members 
Mstep: Class 14 contains 67631 members 
Mstep: Class 15 contains 10424 members 
Mstep: Class 16 contains 11882 members 
Mstep: Class 17 contains 3909 members 
Mstep: Class 18 contains 25682 members 
Mstep: Class 19 contains 10399 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5692 members 
Mstep: Class 22 contains 15238 members 
Mstep: Class 23 contains 19372 members 
Mstep: Class 24 contains 3643 members 
Mstep: Class 25 contains 14833 members 
Mstep: Class 26 contains 5475 members 
Mstep: Class 27 contains 12866 members 
Mstep: Class 28 contains 11958 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16102 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6904 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10998 members 
Mstep: Class 38 contains 9433 members 
Mstep: Class 39 contains 51441 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22312 members 
Mstep: Class 45 contains 38694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030304.000000 Penalty: 89796.125000
Iteration 359Q: 46 clusters Score -8.10303e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 46242 members 
Mstep: Class 2 contains 12027 members 
Mstep: Class 3 contains 48747 members 
Mstep: Class 4 contains 29349 members 
Mstep: Class 5 contains 31492 members 
Mstep: Class 6 contains 5446 members 
Mstep: Class 7 contains 42297 members 
Mstep: Class 8 contains 21724 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6335 members 
Mstep: Class 11 contains 35522 members 
Mstep: Class 12 contains 2144 members 
Mstep: Class 13 contains 5673 members 
Mstep: Class 14 contains 67631 members 
Mstep: Class 15 contains 10425 members 
Mstep: Class 16 contains 11882 members 
Mstep: Class 17 contains 3909 members 
Mstep: Class 18 contains 25679 members 
Mstep: Class 19 contains 10401 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5694 members 
Mstep: Class 22 contains 15236 members 
Mstep: Class 23 contains 19372 members 
Mstep: Class 24 contains 3643 members 
Mstep: Class 25 contains 14834 members 
Mstep: Class 26 contains 5476 members 
Mstep: Class 27 contains 12852 members 
Mstep: Class 28 contains 11957 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16102 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6904 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10991 members 
Mstep: Class 38 contains 9433 members 
Mstep: Class 39 contains 51533 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22312 members 
Mstep: Class 45 contains 38869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030424.000000 Penalty: 89796.125000
Iteration 360F: 46 clusters Score -8.103042e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 46222 members 
Mstep: Class 2 contains 12036 members 
Mstep: Class 3 contains 48563 members 
Mstep: Class 4 contains 29357 members 
Mstep: Class 5 contains 31491 members 
Mstep: Class 6 contains 5444 members 
Mstep: Class 7 contains 42244 members 
Mstep: Class 8 contains 21724 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6335 members 
Mstep: Class 11 contains 35513 members 
Mstep: Class 12 contains 2144 members 
Mstep: Class 13 contains 5673 members 
Mstep: Class 14 contains 67630 members 
Mstep: Class 15 contains 10425 members 
Mstep: Class 16 contains 11882 members 
Mstep: Class 17 contains 3910 members 
Mstep: Class 18 contains 25679 members 
Mstep: Class 19 contains 10403 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5693 members 
Mstep: Class 22 contains 15235 members 
Mstep: Class 23 contains 19372 members 
Mstep: Class 24 contains 3643 members 
Mstep: Class 25 contains 14836 members 
Mstep: Class 26 contains 5475 members 
Mstep: Class 27 contains 12848 members 
Mstep: Class 28 contains 11956 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16102 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6904 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10985 members 
Mstep: Class 38 contains 9433 members 
Mstep: Class 39 contains 51604 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22312 members 
Mstep: Class 45 contains 39060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030448.000000 Penalty: 89796.125000
Iteration 361Q: 46 clusters Score -8.103045e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 46185 members 
Mstep: Class 2 contains 12042 members 
Mstep: Class 3 contains 48371 members 
Mstep: Class 4 contains 29370 members 
Mstep: Class 5 contains 31492 members 
Mstep: Class 6 contains 5444 members 
Mstep: Class 7 contains 42217 members 
Mstep: Class 8 contains 21724 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6335 members 
Mstep: Class 11 contains 35516 members 
Mstep: Class 12 contains 2144 members 
Mstep: Class 13 contains 5673 members 
Mstep: Class 14 contains 67631 members 
Mstep: Class 15 contains 10425 members 
Mstep: Class 16 contains 11883 members 
Mstep: Class 17 contains 3912 members 
Mstep: Class 18 contains 25677 members 
Mstep: Class 19 contains 10405 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5689 members 
Mstep: Class 22 contains 15232 members 
Mstep: Class 23 contains 19372 members 
Mstep: Class 24 contains 3642 members 
Mstep: Class 25 contains 14836 members 
Mstep: Class 26 contains 5475 members 
Mstep: Class 27 contains 12829 members 
Mstep: Class 28 contains 11954 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16102 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6904 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10977 members 
Mstep: Class 38 contains 9433 members 
Mstep: Class 39 contains 51681 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22312 members 
Mstep: Class 45 contains 39249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030352.000000 Penalty: 89796.125000
Iteration 362Q: 46 clusters Score -8.103035e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 46162 members 
Mstep: Class 2 contains 12052 members 
Mstep: Class 3 contains 48191 members 
Mstep: Class 4 contains 29365 members 
Mstep: Class 5 contains 31491 members 
Mstep: Class 6 contains 5445 members 
Mstep: Class 7 contains 42160 members 
Mstep: Class 8 contains 21724 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6335 members 
Mstep: Class 11 contains 35512 members 
Mstep: Class 12 contains 2143 members 
Mstep: Class 13 contains 5673 members 
Mstep: Class 14 contains 67629 members 
Mstep: Class 15 contains 10425 members 
Mstep: Class 16 contains 11883 members 
Mstep: Class 17 contains 3912 members 
Mstep: Class 18 contains 25679 members 
Mstep: Class 19 contains 10407 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5690 members 
Mstep: Class 22 contains 15225 members 
Mstep: Class 23 contains 19372 members 
Mstep: Class 24 contains 3641 members 
Mstep: Class 25 contains 14835 members 
Mstep: Class 26 contains 5476 members 
Mstep: Class 27 contains 12814 members 
Mstep: Class 28 contains 11951 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16102 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6904 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10976 members 
Mstep: Class 38 contains 9433 members 
Mstep: Class 39 contains 51776 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22312 members 
Mstep: Class 45 contains 39438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030408.000000 Penalty: 89796.125000
Iteration 363Q: 46 clusters Score -8.103041e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 46127 members 
Mstep: Class 2 contains 12060 members 
Mstep: Class 3 contains 48022 members 
Mstep: Class 4 contains 29363 members 
Mstep: Class 5 contains 31498 members 
Mstep: Class 6 contains 5443 members 
Mstep: Class 7 contains 42089 members 
Mstep: Class 8 contains 21724 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6335 members 
Mstep: Class 11 contains 35505 members 
Mstep: Class 12 contains 2143 members 
Mstep: Class 13 contains 5673 members 
Mstep: Class 14 contains 67626 members 
Mstep: Class 15 contains 10424 members 
Mstep: Class 16 contains 11883 members 
Mstep: Class 17 contains 3913 members 
Mstep: Class 18 contains 25681 members 
Mstep: Class 19 contains 10411 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5691 members 
Mstep: Class 22 contains 15220 members 
Mstep: Class 23 contains 19372 members 
Mstep: Class 24 contains 3641 members 
Mstep: Class 25 contains 14835 members 
Mstep: Class 26 contains 5477 members 
Mstep: Class 27 contains 12806 members 
Mstep: Class 28 contains 11949 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16102 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6904 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10976 members 
Mstep: Class 38 contains 9433 members 
Mstep: Class 39 contains 51864 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22312 members 
Mstep: Class 45 contains 39631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030480.000000 Penalty: 89796.125000
Iteration 364Q: 46 clusters Score -8.103048e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 46105 members 
Mstep: Class 2 contains 12061 members 
Mstep: Class 3 contains 47850 members 
Mstep: Class 4 contains 29359 members 
Mstep: Class 5 contains 31503 members 
Mstep: Class 6 contains 5444 members 
Mstep: Class 7 contains 42027 members 
Mstep: Class 8 contains 21724 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6335 members 
Mstep: Class 11 contains 35496 members 
Mstep: Class 12 contains 2143 members 
Mstep: Class 13 contains 5673 members 
Mstep: Class 14 contains 67624 members 
Mstep: Class 15 contains 10424 members 
Mstep: Class 16 contains 11883 members 
Mstep: Class 17 contains 3914 members 
Mstep: Class 18 contains 25678 members 
Mstep: Class 19 contains 10414 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5691 members 
Mstep: Class 22 contains 15217 members 
Mstep: Class 23 contains 19371 members 
Mstep: Class 24 contains 3641 members 
Mstep: Class 25 contains 14836 members 
Mstep: Class 26 contains 5478 members 
Mstep: Class 27 contains 12797 members 
Mstep: Class 28 contains 11951 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16102 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6903 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10972 members 
Mstep: Class 38 contains 9433 members 
Mstep: Class 39 contains 51967 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22312 members 
Mstep: Class 45 contains 39805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030320.000000 Penalty: 89796.125000
Iteration 365Q: 46 clusters Score -8.103032e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 46068 members 
Mstep: Class 2 contains 12063 members 
Mstep: Class 3 contains 47659 members 
Mstep: Class 4 contains 29368 members 
Mstep: Class 5 contains 31502 members 
Mstep: Class 6 contains 5444 members 
Mstep: Class 7 contains 41989 members 
Mstep: Class 8 contains 21724 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6336 members 
Mstep: Class 11 contains 35482 members 
Mstep: Class 12 contains 2143 members 
Mstep: Class 13 contains 5673 members 
Mstep: Class 14 contains 67622 members 
Mstep: Class 15 contains 10425 members 
Mstep: Class 16 contains 11883 members 
Mstep: Class 17 contains 3915 members 
Mstep: Class 18 contains 25674 members 
Mstep: Class 19 contains 10417 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5690 members 
Mstep: Class 22 contains 15215 members 
Mstep: Class 23 contains 19371 members 
Mstep: Class 24 contains 3641 members 
Mstep: Class 25 contains 14835 members 
Mstep: Class 26 contains 5477 members 
Mstep: Class 27 contains 12778 members 
Mstep: Class 28 contains 11951 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16103 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6903 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10980 members 
Mstep: Class 38 contains 9433 members 
Mstep: Class 39 contains 52078 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22312 members 
Mstep: Class 45 contains 39979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030256.000000 Penalty: 89796.125000
Iteration 366Q: 46 clusters Score -8.103026e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 46007 members 
Mstep: Class 2 contains 12066 members 
Mstep: Class 3 contains 47459 members 
Mstep: Class 4 contains 29369 members 
Mstep: Class 5 contains 31506 members 
Mstep: Class 6 contains 5442 members 
Mstep: Class 7 contains 41958 members 
Mstep: Class 8 contains 21724 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6335 members 
Mstep: Class 11 contains 35475 members 
Mstep: Class 12 contains 2144 members 
Mstep: Class 13 contains 5673 members 
Mstep: Class 14 contains 67622 members 
Mstep: Class 15 contains 10425 members 
Mstep: Class 16 contains 11883 members 
Mstep: Class 17 contains 3916 members 
Mstep: Class 18 contains 25675 members 
Mstep: Class 19 contains 10421 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5687 members 
Mstep: Class 22 contains 15213 members 
Mstep: Class 23 contains 19371 members 
Mstep: Class 24 contains 3641 members 
Mstep: Class 25 contains 14837 members 
Mstep: Class 26 contains 5475 members 
Mstep: Class 27 contains 12757 members 
Mstep: Class 28 contains 11953 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16103 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6903 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10983 members 
Mstep: Class 38 contains 9433 members 
Mstep: Class 39 contains 52177 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22312 members 
Mstep: Class 45 contains 40188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030120.000000 Penalty: 89796.125000
Iteration 367Q: 46 clusters Score -8.103012e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 45953 members 
Mstep: Class 2 contains 12069 members 
Mstep: Class 3 contains 47262 members 
Mstep: Class 4 contains 29369 members 
Mstep: Class 5 contains 31511 members 
Mstep: Class 6 contains 5440 members 
Mstep: Class 7 contains 41910 members 
Mstep: Class 8 contains 21725 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6335 members 
Mstep: Class 11 contains 35462 members 
Mstep: Class 12 contains 2144 members 
Mstep: Class 13 contains 5673 members 
Mstep: Class 14 contains 67619 members 
Mstep: Class 15 contains 10425 members 
Mstep: Class 16 contains 11883 members 
Mstep: Class 17 contains 3916 members 
Mstep: Class 18 contains 25679 members 
Mstep: Class 19 contains 10419 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5688 members 
Mstep: Class 22 contains 15212 members 
Mstep: Class 23 contains 19371 members 
Mstep: Class 24 contains 3640 members 
Mstep: Class 25 contains 14837 members 
Mstep: Class 26 contains 5473 members 
Mstep: Class 27 contains 12747 members 
Mstep: Class 28 contains 11955 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16101 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6904 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10987 members 
Mstep: Class 38 contains 9433 members 
Mstep: Class 39 contains 52276 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22312 members 
Mstep: Class 45 contains 40403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030016.000000 Penalty: 89796.125000
Iteration 368Q: 46 clusters Score -8.103002e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 45911 members 
Mstep: Class 2 contains 12076 members 
Mstep: Class 3 contains 47093 members 
Mstep: Class 4 contains 29380 members 
Mstep: Class 5 contains 31522 members 
Mstep: Class 6 contains 5437 members 
Mstep: Class 7 contains 41829 members 
Mstep: Class 8 contains 21725 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6335 members 
Mstep: Class 11 contains 35457 members 
Mstep: Class 12 contains 2144 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67620 members 
Mstep: Class 15 contains 10426 members 
Mstep: Class 16 contains 11883 members 
Mstep: Class 17 contains 3916 members 
Mstep: Class 18 contains 25679 members 
Mstep: Class 19 contains 10421 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5686 members 
Mstep: Class 22 contains 15209 members 
Mstep: Class 23 contains 19370 members 
Mstep: Class 24 contains 3639 members 
Mstep: Class 25 contains 14836 members 
Mstep: Class 26 contains 5468 members 
Mstep: Class 27 contains 12731 members 
Mstep: Class 28 contains 11954 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16101 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6905 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10985 members 
Mstep: Class 38 contains 9433 members 
Mstep: Class 39 contains 52354 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22312 members 
Mstep: Class 45 contains 40624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030064.000000 Penalty: 89796.125000
Iteration 369Q: 46 clusters Score -8.103006e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 45861 members 
Mstep: Class 2 contains 12087 members 
Mstep: Class 3 contains 46960 members 
Mstep: Class 4 contains 29379 members 
Mstep: Class 5 contains 31528 members 
Mstep: Class 6 contains 5436 members 
Mstep: Class 7 contains 41736 members 
Mstep: Class 8 contains 21725 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6335 members 
Mstep: Class 11 contains 35458 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67618 members 
Mstep: Class 15 contains 10426 members 
Mstep: Class 16 contains 11883 members 
Mstep: Class 17 contains 3916 members 
Mstep: Class 18 contains 25681 members 
Mstep: Class 19 contains 10423 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5683 members 
Mstep: Class 22 contains 15205 members 
Mstep: Class 23 contains 19369 members 
Mstep: Class 24 contains 3639 members 
Mstep: Class 25 contains 14837 members 
Mstep: Class 26 contains 5469 members 
Mstep: Class 27 contains 12705 members 
Mstep: Class 28 contains 11954 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16101 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6905 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10988 members 
Mstep: Class 38 contains 9433 members 
Mstep: Class 39 contains 52400 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22312 members 
Mstep: Class 45 contains 40864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030104.000000 Penalty: 89796.125000
Iteration 370Q: 46 clusters Score -8.10301e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 45811 members 
Mstep: Class 2 contains 12091 members 
Mstep: Class 3 contains 46828 members 
Mstep: Class 4 contains 29381 members 
Mstep: Class 5 contains 31536 members 
Mstep: Class 6 contains 5433 members 
Mstep: Class 7 contains 41655 members 
Mstep: Class 8 contains 21725 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6336 members 
Mstep: Class 11 contains 35463 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67616 members 
Mstep: Class 15 contains 10426 members 
Mstep: Class 16 contains 11884 members 
Mstep: Class 17 contains 3916 members 
Mstep: Class 18 contains 25685 members 
Mstep: Class 19 contains 10423 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5682 members 
Mstep: Class 22 contains 15198 members 
Mstep: Class 23 contains 19369 members 
Mstep: Class 24 contains 3639 members 
Mstep: Class 25 contains 14837 members 
Mstep: Class 26 contains 5469 members 
Mstep: Class 27 contains 12694 members 
Mstep: Class 28 contains 11955 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16101 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6905 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10992 members 
Mstep: Class 38 contains 9433 members 
Mstep: Class 39 contains 52440 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22312 members 
Mstep: Class 45 contains 41081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030064.000000 Penalty: 89796.125000
Iteration 371Q: 46 clusters Score -8.103006e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 45765 members 
Mstep: Class 2 contains 12091 members 
Mstep: Class 3 contains 46721 members 
Mstep: Class 4 contains 29382 members 
Mstep: Class 5 contains 31542 members 
Mstep: Class 6 contains 5430 members 
Mstep: Class 7 contains 41586 members 
Mstep: Class 8 contains 21725 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6335 members 
Mstep: Class 11 contains 35462 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67615 members 
Mstep: Class 15 contains 10426 members 
Mstep: Class 16 contains 11884 members 
Mstep: Class 17 contains 3916 members 
Mstep: Class 18 contains 25686 members 
Mstep: Class 19 contains 10426 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5681 members 
Mstep: Class 22 contains 15191 members 
Mstep: Class 23 contains 19369 members 
Mstep: Class 24 contains 3639 members 
Mstep: Class 25 contains 14837 members 
Mstep: Class 26 contains 5469 members 
Mstep: Class 27 contains 12684 members 
Mstep: Class 28 contains 11954 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16100 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6905 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10998 members 
Mstep: Class 38 contains 9433 members 
Mstep: Class 39 contains 52472 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22312 members 
Mstep: Class 45 contains 41280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030072.000000 Penalty: 89796.125000
Iteration 372Q: 46 clusters Score -8.103007e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 45728 members 
Mstep: Class 2 contains 12093 members 
Mstep: Class 3 contains 46627 members 
Mstep: Class 4 contains 29392 members 
Mstep: Class 5 contains 31543 members 
Mstep: Class 6 contains 5425 members 
Mstep: Class 7 contains 41535 members 
Mstep: Class 8 contains 21725 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6335 members 
Mstep: Class 11 contains 35458 members 
Mstep: Class 12 contains 2144 members 
Mstep: Class 13 contains 5673 members 
Mstep: Class 14 contains 67613 members 
Mstep: Class 15 contains 10426 members 
Mstep: Class 16 contains 11884 members 
Mstep: Class 17 contains 3915 members 
Mstep: Class 18 contains 25691 members 
Mstep: Class 19 contains 10428 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5679 members 
Mstep: Class 22 contains 15184 members 
Mstep: Class 23 contains 19369 members 
Mstep: Class 24 contains 3637 members 
Mstep: Class 25 contains 14837 members 
Mstep: Class 26 contains 5469 members 
Mstep: Class 27 contains 12672 members 
Mstep: Class 28 contains 11954 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16100 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6905 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 11007 members 
Mstep: Class 38 contains 9432 members 
Mstep: Class 39 contains 52476 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22312 members 
Mstep: Class 45 contains 41465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81029984.000000 Penalty: 89796.125000
Iteration 373Q: 46 clusters Score -8.102998e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 45703 members 
Mstep: Class 2 contains 12096 members 
Mstep: Class 3 contains 46530 members 
Mstep: Class 4 contains 29400 members 
Mstep: Class 5 contains 31546 members 
Mstep: Class 6 contains 5422 members 
Mstep: Class 7 contains 41457 members 
Mstep: Class 8 contains 21725 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6336 members 
Mstep: Class 11 contains 35455 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 5673 members 
Mstep: Class 14 contains 67612 members 
Mstep: Class 15 contains 10427 members 
Mstep: Class 16 contains 11884 members 
Mstep: Class 17 contains 3915 members 
Mstep: Class 18 contains 25691 members 
Mstep: Class 19 contains 10431 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5677 members 
Mstep: Class 22 contains 15180 members 
Mstep: Class 23 contains 19370 members 
Mstep: Class 24 contains 3635 members 
Mstep: Class 25 contains 14837 members 
Mstep: Class 26 contains 5468 members 
Mstep: Class 27 contains 12659 members 
Mstep: Class 28 contains 11954 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16100 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6905 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 11013 members 
Mstep: Class 38 contains 9432 members 
Mstep: Class 39 contains 52483 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22312 members 
Mstep: Class 45 contains 41660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030176.000000 Penalty: 89796.125000
Iteration 374Q: 46 clusters Score -8.103018e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 45647 members 
Mstep: Class 2 contains 12098 members 
Mstep: Class 3 contains 46438 members 
Mstep: Class 4 contains 29401 members 
Mstep: Class 5 contains 31553 members 
Mstep: Class 6 contains 5422 members 
Mstep: Class 7 contains 41414 members 
Mstep: Class 8 contains 21725 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6337 members 
Mstep: Class 11 contains 35443 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 5673 members 
Mstep: Class 14 contains 67610 members 
Mstep: Class 15 contains 10427 members 
Mstep: Class 16 contains 11883 members 
Mstep: Class 17 contains 3915 members 
Mstep: Class 18 contains 25696 members 
Mstep: Class 19 contains 10431 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5678 members 
Mstep: Class 22 contains 15180 members 
Mstep: Class 23 contains 19370 members 
Mstep: Class 24 contains 3635 members 
Mstep: Class 25 contains 14837 members 
Mstep: Class 26 contains 5466 members 
Mstep: Class 27 contains 12653 members 
Mstep: Class 28 contains 11954 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16099 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6905 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 11010 members 
Mstep: Class 38 contains 9432 members 
Mstep: Class 39 contains 52475 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22312 members 
Mstep: Class 45 contains 41869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030296.000000 Penalty: 89796.125000
Iteration 375Q: 46 clusters Score -8.10303e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 45574 members 
Mstep: Class 2 contains 12099 members 
Mstep: Class 3 contains 46367 members 
Mstep: Class 4 contains 29406 members 
Mstep: Class 5 contains 31559 members 
Mstep: Class 6 contains 5421 members 
Mstep: Class 7 contains 41391 members 
Mstep: Class 8 contains 21726 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6337 members 
Mstep: Class 11 contains 35436 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 5673 members 
Mstep: Class 14 contains 67603 members 
Mstep: Class 15 contains 10427 members 
Mstep: Class 16 contains 11882 members 
Mstep: Class 17 contains 3916 members 
Mstep: Class 18 contains 25702 members 
Mstep: Class 19 contains 10431 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5679 members 
Mstep: Class 22 contains 15179 members 
Mstep: Class 23 contains 19370 members 
Mstep: Class 24 contains 3635 members 
Mstep: Class 25 contains 14839 members 
Mstep: Class 26 contains 5463 members 
Mstep: Class 27 contains 12633 members 
Mstep: Class 28 contains 11955 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16099 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6905 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 11015 members 
Mstep: Class 38 contains 9432 members 
Mstep: Class 39 contains 52451 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22312 members 
Mstep: Class 45 contains 42071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030312.000000 Penalty: 89796.125000
Iteration 376Q: 46 clusters Score -8.103031e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 45525 members 
Mstep: Class 2 contains 12101 members 
Mstep: Class 3 contains 46276 members 
Mstep: Class 4 contains 29419 members 
Mstep: Class 5 contains 31560 members 
Mstep: Class 6 contains 5419 members 
Mstep: Class 7 contains 41374 members 
Mstep: Class 8 contains 21726 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6337 members 
Mstep: Class 11 contains 35419 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 5673 members 
Mstep: Class 14 contains 67606 members 
Mstep: Class 15 contains 10428 members 
Mstep: Class 16 contains 11881 members 
Mstep: Class 17 contains 3917 members 
Mstep: Class 18 contains 25704 members 
Mstep: Class 19 contains 10434 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5678 members 
Mstep: Class 22 contains 15179 members 
Mstep: Class 23 contains 19370 members 
Mstep: Class 24 contains 3635 members 
Mstep: Class 25 contains 14840 members 
Mstep: Class 26 contains 5462 members 
Mstep: Class 27 contains 12613 members 
Mstep: Class 28 contains 11957 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16099 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6905 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 11012 members 
Mstep: Class 38 contains 9432 members 
Mstep: Class 39 contains 52445 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22312 members 
Mstep: Class 45 contains 42250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030216.000000 Penalty: 89796.125000
Iteration 377Q: 46 clusters Score -8.103022e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 45494 members 
Mstep: Class 2 contains 12106 members 
Mstep: Class 3 contains 46177 members 
Mstep: Class 4 contains 29425 members 
Mstep: Class 5 contains 31567 members 
Mstep: Class 6 contains 5418 members 
Mstep: Class 7 contains 41339 members 
Mstep: Class 8 contains 21726 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6336 members 
Mstep: Class 11 contains 35412 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 5673 members 
Mstep: Class 14 contains 67608 members 
Mstep: Class 15 contains 10428 members 
Mstep: Class 16 contains 11880 members 
Mstep: Class 17 contains 3917 members 
Mstep: Class 18 contains 25703 members 
Mstep: Class 19 contains 10436 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5678 members 
Mstep: Class 22 contains 15178 members 
Mstep: Class 23 contains 19370 members 
Mstep: Class 24 contains 3635 members 
Mstep: Class 25 contains 14843 members 
Mstep: Class 26 contains 5462 members 
Mstep: Class 27 contains 12593 members 
Mstep: Class 28 contains 11957 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16099 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6905 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 11006 members 
Mstep: Class 38 contains 9432 members 
Mstep: Class 39 contains 52456 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22312 members 
Mstep: Class 45 contains 42417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030208.000000 Penalty: 89796.125000
Iteration 378Q: 46 clusters Score -8.103021e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 45448 members 
Mstep: Class 2 contains 12110 members 
Mstep: Class 3 contains 46071 members 
Mstep: Class 4 contains 29423 members 
Mstep: Class 5 contains 31569 members 
Mstep: Class 6 contains 5416 members 
Mstep: Class 7 contains 41300 members 
Mstep: Class 8 contains 21726 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6336 members 
Mstep: Class 11 contains 35405 members 
Mstep: Class 12 contains 2144 members 
Mstep: Class 13 contains 5673 members 
Mstep: Class 14 contains 67609 members 
Mstep: Class 15 contains 10428 members 
Mstep: Class 16 contains 11880 members 
Mstep: Class 17 contains 3917 members 
Mstep: Class 18 contains 25706 members 
Mstep: Class 19 contains 10437 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5678 members 
Mstep: Class 22 contains 15177 members 
Mstep: Class 23 contains 19371 members 
Mstep: Class 24 contains 3637 members 
Mstep: Class 25 contains 14844 members 
Mstep: Class 26 contains 5462 members 
Mstep: Class 27 contains 12573 members 
Mstep: Class 28 contains 11959 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16098 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6905 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10995 members 
Mstep: Class 38 contains 9432 members 
Mstep: Class 39 contains 52486 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22313 members 
Mstep: Class 45 contains 42605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030160.000000 Penalty: 89796.125000
Iteration 379Q: 46 clusters Score -8.103016e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 45391 members 
Mstep: Class 2 contains 12113 members 
Mstep: Class 3 contains 45953 members 
Mstep: Class 4 contains 29421 members 
Mstep: Class 5 contains 31567 members 
Mstep: Class 6 contains 5415 members 
Mstep: Class 7 contains 41272 members 
Mstep: Class 8 contains 21726 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6335 members 
Mstep: Class 11 contains 35395 members 
Mstep: Class 12 contains 2144 members 
Mstep: Class 13 contains 5673 members 
Mstep: Class 14 contains 67615 members 
Mstep: Class 15 contains 10428 members 
Mstep: Class 16 contains 11880 members 
Mstep: Class 17 contains 3917 members 
Mstep: Class 18 contains 25707 members 
Mstep: Class 19 contains 10436 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5677 members 
Mstep: Class 22 contains 15177 members 
Mstep: Class 23 contains 19372 members 
Mstep: Class 24 contains 3638 members 
Mstep: Class 25 contains 14844 members 
Mstep: Class 26 contains 5462 members 
Mstep: Class 27 contains 12560 members 
Mstep: Class 28 contains 11960 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16098 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6905 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10995 members 
Mstep: Class 38 contains 9432 members 
Mstep: Class 39 contains 52527 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22313 members 
Mstep: Class 45 contains 42785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030312.000000 Penalty: 89796.125000
Iteration 380F: 46 clusters Score -8.103031e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 45333 members 
Mstep: Class 2 contains 12120 members 
Mstep: Class 3 contains 45842 members 
Mstep: Class 4 contains 29420 members 
Mstep: Class 5 contains 31571 members 
Mstep: Class 6 contains 5413 members 
Mstep: Class 7 contains 41260 members 
Mstep: Class 8 contains 21726 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6335 members 
Mstep: Class 11 contains 35387 members 
Mstep: Class 12 contains 2143 members 
Mstep: Class 13 contains 5673 members 
Mstep: Class 14 contains 67617 members 
Mstep: Class 15 contains 10429 members 
Mstep: Class 16 contains 11880 members 
Mstep: Class 17 contains 3917 members 
Mstep: Class 18 contains 25707 members 
Mstep: Class 19 contains 10434 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5676 members 
Mstep: Class 22 contains 15175 members 
Mstep: Class 23 contains 19371 members 
Mstep: Class 24 contains 3639 members 
Mstep: Class 25 contains 14844 members 
Mstep: Class 26 contains 5462 members 
Mstep: Class 27 contains 12551 members 
Mstep: Class 28 contains 11959 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16098 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6905 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 11003 members 
Mstep: Class 38 contains 9432 members 
Mstep: Class 39 contains 52555 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22313 members 
Mstep: Class 45 contains 42943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030192.000000 Penalty: 89796.125000
Iteration 381Q: 46 clusters Score -8.103019e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 45286 members 
Mstep: Class 2 contains 12125 members 
Mstep: Class 3 contains 45721 members 
Mstep: Class 4 contains 29425 members 
Mstep: Class 5 contains 31574 members 
Mstep: Class 6 contains 5413 members 
Mstep: Class 7 contains 41251 members 
Mstep: Class 8 contains 21726 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6334 members 
Mstep: Class 11 contains 35373 members 
Mstep: Class 12 contains 2143 members 
Mstep: Class 13 contains 5673 members 
Mstep: Class 14 contains 67620 members 
Mstep: Class 15 contains 10430 members 
Mstep: Class 16 contains 11880 members 
Mstep: Class 17 contains 3917 members 
Mstep: Class 18 contains 25709 members 
Mstep: Class 19 contains 10434 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5676 members 
Mstep: Class 22 contains 15173 members 
Mstep: Class 23 contains 19370 members 
Mstep: Class 24 contains 3640 members 
Mstep: Class 25 contains 14844 members 
Mstep: Class 26 contains 5460 members 
Mstep: Class 27 contains 12540 members 
Mstep: Class 28 contains 11957 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16099 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6905 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 11006 members 
Mstep: Class 38 contains 9432 members 
Mstep: Class 39 contains 52585 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22313 members 
Mstep: Class 45 contains 43099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030232.000000 Penalty: 89796.125000
Iteration 382Q: 46 clusters Score -8.103023e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 45214 members 
Mstep: Class 2 contains 12129 members 
Mstep: Class 3 contains 45595 members 
Mstep: Class 4 contains 29439 members 
Mstep: Class 5 contains 31573 members 
Mstep: Class 6 contains 5412 members 
Mstep: Class 7 contains 41253 members 
Mstep: Class 8 contains 21726 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6335 members 
Mstep: Class 11 contains 35364 members 
Mstep: Class 12 contains 2144 members 
Mstep: Class 13 contains 5673 members 
Mstep: Class 14 contains 67622 members 
Mstep: Class 15 contains 10429 members 
Mstep: Class 16 contains 11880 members 
Mstep: Class 17 contains 3917 members 
Mstep: Class 18 contains 25705 members 
Mstep: Class 19 contains 10436 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5675 members 
Mstep: Class 22 contains 15172 members 
Mstep: Class 23 contains 19370 members 
Mstep: Class 24 contains 3640 members 
Mstep: Class 25 contains 14846 members 
Mstep: Class 26 contains 5456 members 
Mstep: Class 27 contains 12530 members 
Mstep: Class 28 contains 11957 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16099 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6905 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 11010 members 
Mstep: Class 38 contains 9432 members 
Mstep: Class 39 contains 52620 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22313 members 
Mstep: Class 45 contains 43262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030208.000000 Penalty: 89796.125000
Iteration 383Q: 46 clusters Score -8.103021e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 45144 members 
Mstep: Class 2 contains 12133 members 
Mstep: Class 3 contains 45494 members 
Mstep: Class 4 contains 29457 members 
Mstep: Class 5 contains 31575 members 
Mstep: Class 6 contains 5411 members 
Mstep: Class 7 contains 41261 members 
Mstep: Class 8 contains 21726 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6335 members 
Mstep: Class 11 contains 35364 members 
Mstep: Class 12 contains 2144 members 
Mstep: Class 13 contains 5673 members 
Mstep: Class 14 contains 67622 members 
Mstep: Class 15 contains 10429 members 
Mstep: Class 16 contains 11880 members 
Mstep: Class 17 contains 3917 members 
Mstep: Class 18 contains 25707 members 
Mstep: Class 19 contains 10437 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5674 members 
Mstep: Class 22 contains 15170 members 
Mstep: Class 23 contains 19370 members 
Mstep: Class 24 contains 3640 members 
Mstep: Class 25 contains 14848 members 
Mstep: Class 26 contains 5453 members 
Mstep: Class 27 contains 12516 members 
Mstep: Class 28 contains 11957 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16099 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6905 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 11011 members 
Mstep: Class 38 contains 9432 members 
Mstep: Class 39 contains 52614 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22312 members 
Mstep: Class 45 contains 43423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030248.000000 Penalty: 89796.125000
Iteration 384Q: 46 clusters Score -8.103025e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 45081 members 
Mstep: Class 2 contains 12135 members 
Mstep: Class 3 contains 45390 members 
Mstep: Class 4 contains 29468 members 
Mstep: Class 5 contains 31577 members 
Mstep: Class 6 contains 5411 members 
Mstep: Class 7 contains 41292 members 
Mstep: Class 8 contains 21726 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6336 members 
Mstep: Class 11 contains 35364 members 
Mstep: Class 12 contains 2144 members 
Mstep: Class 13 contains 5673 members 
Mstep: Class 14 contains 67621 members 
Mstep: Class 15 contains 10430 members 
Mstep: Class 16 contains 11880 members 
Mstep: Class 17 contains 3918 members 
Mstep: Class 18 contains 25707 members 
Mstep: Class 19 contains 10438 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5675 members 
Mstep: Class 22 contains 15166 members 
Mstep: Class 23 contains 19370 members 
Mstep: Class 24 contains 3641 members 
Mstep: Class 25 contains 14849 members 
Mstep: Class 26 contains 5451 members 
Mstep: Class 27 contains 12499 members 
Mstep: Class 28 contains 11957 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16099 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6905 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 11001 members 
Mstep: Class 38 contains 9432 members 
Mstep: Class 39 contains 52597 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22312 members 
Mstep: Class 45 contains 43588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030448.000000 Penalty: 89796.125000
Iteration 385Q: 46 clusters Score -8.103045e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 45049 members 
Mstep: Class 2 contains 12134 members 
Mstep: Class 3 contains 45283 members 
Mstep: Class 4 contains 29472 members 
Mstep: Class 5 contains 31583 members 
Mstep: Class 6 contains 5409 members 
Mstep: Class 7 contains 41282 members 
Mstep: Class 8 contains 21725 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6336 members 
Mstep: Class 11 contains 35351 members 
Mstep: Class 12 contains 2144 members 
Mstep: Class 13 contains 5673 members 
Mstep: Class 14 contains 67626 members 
Mstep: Class 15 contains 10430 members 
Mstep: Class 16 contains 11881 members 
Mstep: Class 17 contains 3918 members 
Mstep: Class 18 contains 25705 members 
Mstep: Class 19 contains 10440 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5674 members 
Mstep: Class 22 contains 15158 members 
Mstep: Class 23 contains 19370 members 
Mstep: Class 24 contains 3641 members 
Mstep: Class 25 contains 14850 members 
Mstep: Class 26 contains 5450 members 
Mstep: Class 27 contains 12488 members 
Mstep: Class 28 contains 11957 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16099 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6905 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10989 members 
Mstep: Class 38 contains 9432 members 
Mstep: Class 39 contains 52609 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22312 members 
Mstep: Class 45 contains 43758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030360.000000 Penalty: 89796.125000
Iteration 386Q: 46 clusters Score -8.103036e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 45021 members 
Mstep: Class 2 contains 12135 members 
Mstep: Class 3 contains 45186 members 
Mstep: Class 4 contains 29478 members 
Mstep: Class 5 contains 31589 members 
Mstep: Class 6 contains 5409 members 
Mstep: Class 7 contains 41262 members 
Mstep: Class 8 contains 21725 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6336 members 
Mstep: Class 11 contains 35345 members 
Mstep: Class 12 contains 2144 members 
Mstep: Class 13 contains 5673 members 
Mstep: Class 14 contains 67626 members 
Mstep: Class 15 contains 10431 members 
Mstep: Class 16 contains 11881 members 
Mstep: Class 17 contains 3917 members 
Mstep: Class 18 contains 25708 members 
Mstep: Class 19 contains 10439 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5673 members 
Mstep: Class 22 contains 15149 members 
Mstep: Class 23 contains 19370 members 
Mstep: Class 24 contains 3641 members 
Mstep: Class 25 contains 14851 members 
Mstep: Class 26 contains 5449 members 
Mstep: Class 27 contains 12477 members 
Mstep: Class 28 contains 11958 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16099 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6905 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10984 members 
Mstep: Class 38 contains 9432 members 
Mstep: Class 39 contains 52632 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22312 members 
Mstep: Class 45 contains 43896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030520.000000 Penalty: 89796.125000
Iteration 387Q: 46 clusters Score -8.103052e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 44990 members 
Mstep: Class 2 contains 12138 members 
Mstep: Class 3 contains 45102 members 
Mstep: Class 4 contains 29479 members 
Mstep: Class 5 contains 31594 members 
Mstep: Class 6 contains 5409 members 
Mstep: Class 7 contains 41243 members 
Mstep: Class 8 contains 21726 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6337 members 
Mstep: Class 11 contains 35338 members 
Mstep: Class 12 contains 2143 members 
Mstep: Class 13 contains 5673 members 
Mstep: Class 14 contains 67625 members 
Mstep: Class 15 contains 10432 members 
Mstep: Class 16 contains 11881 members 
Mstep: Class 17 contains 3919 members 
Mstep: Class 18 contains 25712 members 
Mstep: Class 19 contains 10439 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5674 members 
Mstep: Class 22 contains 15141 members 
Mstep: Class 23 contains 19369 members 
Mstep: Class 24 contains 3642 members 
Mstep: Class 25 contains 14851 members 
Mstep: Class 26 contains 5447 members 
Mstep: Class 27 contains 12461 members 
Mstep: Class 28 contains 11960 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16099 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6905 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10981 members 
Mstep: Class 38 contains 9432 members 
Mstep: Class 39 contains 52653 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22312 members 
Mstep: Class 45 contains 44026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030416.000000 Penalty: 89796.125000
Iteration 388Q: 46 clusters Score -8.103042e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 44952 members 
Mstep: Class 2 contains 12140 members 
Mstep: Class 3 contains 45020 members 
Mstep: Class 4 contains 29477 members 
Mstep: Class 5 contains 31597 members 
Mstep: Class 6 contains 5408 members 
Mstep: Class 7 contains 41236 members 
Mstep: Class 8 contains 21726 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6337 members 
Mstep: Class 11 contains 35336 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 5673 members 
Mstep: Class 14 contains 67625 members 
Mstep: Class 15 contains 10433 members 
Mstep: Class 16 contains 11881 members 
Mstep: Class 17 contains 3920 members 
Mstep: Class 18 contains 25714 members 
Mstep: Class 19 contains 10440 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5673 members 
Mstep: Class 22 contains 15136 members 
Mstep: Class 23 contains 19370 members 
Mstep: Class 24 contains 3642 members 
Mstep: Class 25 contains 14851 members 
Mstep: Class 26 contains 5445 members 
Mstep: Class 27 contains 12448 members 
Mstep: Class 28 contains 11958 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16099 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6905 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10985 members 
Mstep: Class 38 contains 9432 members 
Mstep: Class 39 contains 52662 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22312 members 
Mstep: Class 45 contains 44155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030456.000000 Penalty: 89796.125000
Iteration 389Q: 46 clusters Score -8.103046e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 44937 members 
Mstep: Class 2 contains 12141 members 
Mstep: Class 3 contains 44919 members 
Mstep: Class 4 contains 29482 members 
Mstep: Class 5 contains 31602 members 
Mstep: Class 6 contains 5408 members 
Mstep: Class 7 contains 41227 members 
Mstep: Class 8 contains 21726 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6337 members 
Mstep: Class 11 contains 35321 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 5673 members 
Mstep: Class 14 contains 67626 members 
Mstep: Class 15 contains 10433 members 
Mstep: Class 16 contains 11881 members 
Mstep: Class 17 contains 3920 members 
Mstep: Class 18 contains 25717 members 
Mstep: Class 19 contains 10442 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5671 members 
Mstep: Class 22 contains 15134 members 
Mstep: Class 23 contains 19370 members 
Mstep: Class 24 contains 3642 members 
Mstep: Class 25 contains 14852 members 
Mstep: Class 26 contains 5444 members 
Mstep: Class 27 contains 12438 members 
Mstep: Class 28 contains 11958 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16099 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6905 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10986 members 
Mstep: Class 38 contains 9432 members 
Mstep: Class 39 contains 52689 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22312 members 
Mstep: Class 45 contains 44264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030368.000000 Penalty: 89796.125000
Iteration 390Q: 46 clusters Score -8.103037e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 44928 members 
Mstep: Class 2 contains 12143 members 
Mstep: Class 3 contains 44824 members 
Mstep: Class 4 contains 29496 members 
Mstep: Class 5 contains 31602 members 
Mstep: Class 6 contains 5409 members 
Mstep: Class 7 contains 41202 members 
Mstep: Class 8 contains 21726 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6337 members 
Mstep: Class 11 contains 35318 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 5673 members 
Mstep: Class 14 contains 67623 members 
Mstep: Class 15 contains 10434 members 
Mstep: Class 16 contains 11881 members 
Mstep: Class 17 contains 3920 members 
Mstep: Class 18 contains 25721 members 
Mstep: Class 19 contains 10444 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5671 members 
Mstep: Class 22 contains 15132 members 
Mstep: Class 23 contains 19370 members 
Mstep: Class 24 contains 3642 members 
Mstep: Class 25 contains 14853 members 
Mstep: Class 26 contains 5443 members 
Mstep: Class 27 contains 12431 members 
Mstep: Class 28 contains 11958 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16099 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6906 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10989 members 
Mstep: Class 38 contains 9432 members 
Mstep: Class 39 contains 52703 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22312 members 
Mstep: Class 45 contains 44366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030416.000000 Penalty: 89796.125000
Iteration 391Q: 46 clusters Score -8.103042e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 44945 members 
Mstep: Class 2 contains 12143 members 
Mstep: Class 3 contains 44743 members 
Mstep: Class 4 contains 29510 members 
Mstep: Class 5 contains 31600 members 
Mstep: Class 6 contains 5409 members 
Mstep: Class 7 contains 41150 members 
Mstep: Class 8 contains 21726 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6338 members 
Mstep: Class 11 contains 35304 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 5673 members 
Mstep: Class 14 contains 67622 members 
Mstep: Class 15 contains 10434 members 
Mstep: Class 16 contains 11880 members 
Mstep: Class 17 contains 3920 members 
Mstep: Class 18 contains 25721 members 
Mstep: Class 19 contains 10450 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5670 members 
Mstep: Class 22 contains 15131 members 
Mstep: Class 23 contains 19370 members 
Mstep: Class 24 contains 3642 members 
Mstep: Class 25 contains 14852 members 
Mstep: Class 26 contains 5443 members 
Mstep: Class 27 contains 12435 members 
Mstep: Class 28 contains 11957 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16100 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6907 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10988 members 
Mstep: Class 38 contains 9432 members 
Mstep: Class 39 contains 52733 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22312 members 
Mstep: Class 45 contains 44448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030512.000000 Penalty: 89796.125000
Iteration 392Q: 46 clusters Score -8.103051e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 44933 members 
Mstep: Class 2 contains 12146 members 
Mstep: Class 3 contains 44650 members 
Mstep: Class 4 contains 29515 members 
Mstep: Class 5 contains 31596 members 
Mstep: Class 6 contains 5412 members 
Mstep: Class 7 contains 41119 members 
Mstep: Class 8 contains 21726 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6338 members 
Mstep: Class 11 contains 35297 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 5673 members 
Mstep: Class 14 contains 67620 members 
Mstep: Class 15 contains 10434 members 
Mstep: Class 16 contains 11880 members 
Mstep: Class 17 contains 3920 members 
Mstep: Class 18 contains 25724 members 
Mstep: Class 19 contains 10452 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5669 members 
Mstep: Class 22 contains 15130 members 
Mstep: Class 23 contains 19370 members 
Mstep: Class 24 contains 3642 members 
Mstep: Class 25 contains 14853 members 
Mstep: Class 26 contains 5442 members 
Mstep: Class 27 contains 12432 members 
Mstep: Class 28 contains 11958 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16100 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6907 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10985 members 
Mstep: Class 38 contains 9432 members 
Mstep: Class 39 contains 52778 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22312 members 
Mstep: Class 45 contains 44543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030624.000000 Penalty: 89796.125000
Iteration 393Q: 46 clusters Score -8.103062e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 44918 members 
Mstep: Class 2 contains 12148 members 
Mstep: Class 3 contains 44578 members 
Mstep: Class 4 contains 29525 members 
Mstep: Class 5 contains 31600 members 
Mstep: Class 6 contains 5412 members 
Mstep: Class 7 contains 41126 members 
Mstep: Class 8 contains 21726 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6338 members 
Mstep: Class 11 contains 35285 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 5673 members 
Mstep: Class 14 contains 67620 members 
Mstep: Class 15 contains 10433 members 
Mstep: Class 16 contains 11880 members 
Mstep: Class 17 contains 3920 members 
Mstep: Class 18 contains 25723 members 
Mstep: Class 19 contains 10452 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5669 members 
Mstep: Class 22 contains 15132 members 
Mstep: Class 23 contains 19370 members 
Mstep: Class 24 contains 3640 members 
Mstep: Class 25 contains 14853 members 
Mstep: Class 26 contains 5440 members 
Mstep: Class 27 contains 12431 members 
Mstep: Class 28 contains 11959 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16100 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6907 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10984 members 
Mstep: Class 38 contains 9432 members 
Mstep: Class 39 contains 52774 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22312 members 
Mstep: Class 45 contains 44628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030592.000000 Penalty: 89796.125000
Iteration 394Q: 46 clusters Score -8.103059e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 44878 members 
Mstep: Class 2 contains 12150 members 
Mstep: Class 3 contains 44501 members 
Mstep: Class 4 contains 29544 members 
Mstep: Class 5 contains 31608 members 
Mstep: Class 6 contains 5413 members 
Mstep: Class 7 contains 41113 members 
Mstep: Class 8 contains 21726 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6338 members 
Mstep: Class 11 contains 35274 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 5673 members 
Mstep: Class 14 contains 67618 members 
Mstep: Class 15 contains 10433 members 
Mstep: Class 16 contains 11880 members 
Mstep: Class 17 contains 3920 members 
Mstep: Class 18 contains 25725 members 
Mstep: Class 19 contains 10453 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5668 members 
Mstep: Class 22 contains 15132 members 
Mstep: Class 23 contains 19370 members 
Mstep: Class 24 contains 3639 members 
Mstep: Class 25 contains 14853 members 
Mstep: Class 26 contains 5439 members 
Mstep: Class 27 contains 12430 members 
Mstep: Class 28 contains 11958 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16099 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6907 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10985 members 
Mstep: Class 38 contains 9432 members 
Mstep: Class 39 contains 52790 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Mstep: Class 45 contains 44728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030648.000000 Penalty: 89796.125000
Iteration 395Q: 46 clusters Score -8.103065e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 44844 members 
Mstep: Class 2 contains 12152 members 
Mstep: Class 3 contains 44435 members 
Mstep: Class 4 contains 29550 members 
Mstep: Class 5 contains 31616 members 
Mstep: Class 6 contains 5414 members 
Mstep: Class 7 contains 41118 members 
Mstep: Class 8 contains 21726 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6338 members 
Mstep: Class 11 contains 35265 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 5673 members 
Mstep: Class 14 contains 67617 members 
Mstep: Class 15 contains 10433 members 
Mstep: Class 16 contains 11880 members 
Mstep: Class 17 contains 3920 members 
Mstep: Class 18 contains 25728 members 
Mstep: Class 19 contains 10454 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5668 members 
Mstep: Class 22 contains 15133 members 
Mstep: Class 23 contains 19370 members 
Mstep: Class 24 contains 3640 members 
Mstep: Class 25 contains 14853 members 
Mstep: Class 26 contains 5441 members 
Mstep: Class 27 contains 12424 members 
Mstep: Class 28 contains 11960 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16099 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6907 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10979 members 
Mstep: Class 38 contains 9432 members 
Mstep: Class 39 contains 52785 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Mstep: Class 45 contains 44823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030584.000000 Penalty: 89796.125000
Iteration 396Q: 46 clusters Score -8.103058e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 44801 members 
Mstep: Class 2 contains 12154 members 
Mstep: Class 3 contains 44378 members 
Mstep: Class 4 contains 29559 members 
Mstep: Class 5 contains 31623 members 
Mstep: Class 6 contains 5412 members 
Mstep: Class 7 contains 41116 members 
Mstep: Class 8 contains 21726 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6338 members 
Mstep: Class 11 contains 35258 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 5673 members 
Mstep: Class 14 contains 67617 members 
Mstep: Class 15 contains 10433 members 
Mstep: Class 16 contains 11880 members 
Mstep: Class 17 contains 3920 members 
Mstep: Class 18 contains 25732 members 
Mstep: Class 19 contains 10452 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5669 members 
Mstep: Class 22 contains 15131 members 
Mstep: Class 23 contains 19370 members 
Mstep: Class 24 contains 3640 members 
Mstep: Class 25 contains 14853 members 
Mstep: Class 26 contains 5441 members 
Mstep: Class 27 contains 12425 members 
Mstep: Class 28 contains 11958 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16099 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6907 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10980 members 
Mstep: Class 38 contains 9432 members 
Mstep: Class 39 contains 52783 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Mstep: Class 45 contains 44917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030640.000000 Penalty: 89796.125000
Iteration 397Q: 46 clusters Score -8.103064e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 44770 members 
Mstep: Class 2 contains 12158 members 
Mstep: Class 3 contains 44332 members 
Mstep: Class 4 contains 29569 members 
Mstep: Class 5 contains 31627 members 
Mstep: Class 6 contains 5411 members 
Mstep: Class 7 contains 41106 members 
Mstep: Class 8 contains 21726 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6337 members 
Mstep: Class 11 contains 35256 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 5673 members 
Mstep: Class 14 contains 67616 members 
Mstep: Class 15 contains 10433 members 
Mstep: Class 16 contains 11880 members 
Mstep: Class 17 contains 3920 members 
Mstep: Class 18 contains 25734 members 
Mstep: Class 19 contains 10452 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5668 members 
Mstep: Class 22 contains 15129 members 
Mstep: Class 23 contains 19371 members 
Mstep: Class 24 contains 3640 members 
Mstep: Class 25 contains 14853 members 
Mstep: Class 26 contains 5439 members 
Mstep: Class 27 contains 12430 members 
Mstep: Class 28 contains 11958 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16099 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6907 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10987 members 
Mstep: Class 38 contains 9432 members 
Mstep: Class 39 contains 52771 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Mstep: Class 45 contains 44993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030536.000000 Penalty: 89796.125000
Iteration 398Q: 46 clusters Score -8.103054e+07 nChanged 462
Entering ConstructFrom: 
Score: -81030536.000000 Penalty: 89796.125000
Entering ConstructFrom: 
Trying to split cluster 1 (44768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44768 members 
Entering Unmasked Estep 
Score: -5705482.500000 Penalty: 1593.536255
	Iteration 0F: 2 clusters Score -5705482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22527 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
Score: -5676611.000000 Penalty: 3187.072510
	Iteration 0F: 3 clusters Score -5676611 nChanged 20617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -5688194.000000 Penalty: 3187.072510
	Iteration 1F: 3 clusters Score -5688194 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24488 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -5688855.500000 Penalty: 3187.072510
	Iteration 2Q: 3 clusters Score -5688856 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25544 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -5689514.000000 Penalty: 3187.072510
	Iteration 3Q: 3 clusters Score -5689514 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27050 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -5690327.000000 Penalty: 3187.072510
	Iteration 4Q: 3 clusters Score -5690327 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29090 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -5691511.000000 Penalty: 3187.072510
	Iteration 5F: 3 clusters Score -5691511 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31728 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -5693254.000000 Penalty: 3187.072510
	Iteration 6F: 3 clusters Score -5693254 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34848 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -5695648.000000 Penalty: 3187.072510
	Iteration 7F: 3 clusters Score -5695648 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38133 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -5698467.500000 Penalty: 3187.072510
	Iteration 8F: 3 clusters Score -5698468 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40920 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -5700922.500000 Penalty: 3187.072510
	Iteration 9F: 3 clusters Score -5700922 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42792 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -5702553.500000 Penalty: 3187.072510
	Iteration 10Q: 3 clusters Score -5702554 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43784 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -5703405.500000 Penalty: 3187.072510
	Iteration 11Q: 3 clusters Score -5703406 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44224 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -5703821.000000 Penalty: 3187.072510
	Iteration 12Q: 3 clusters Score -5703821 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44399 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -5703990.500000 Penalty: 3187.072510
	Iteration 13Q: 3 clusters Score -5703990 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44463 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -5704083.500000 Penalty: 3187.072510
	Iteration 14Q: 3 clusters Score -5704084 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44494 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -5704146.500000 Penalty: 3187.072510
	Iteration 15Q: 3 clusters Score -5704146 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44510 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -5704171.500000 Penalty: 3187.072510
	Iteration 16Q: 3 clusters Score -5704172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44515 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -5704186.500000 Penalty: 3187.072510
	Iteration 17Q: 3 clusters Score -5704186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44517 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -5704191.000000 Penalty: 3187.072510
	Iteration 18Q: 3 clusters Score -5704191 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44521 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -5704199.000000 Penalty: 3187.072510
	Iteration 19Q: 3 clusters Score -5704199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44523 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -5704211.000000 Penalty: 3187.072510
	Iteration 20F: 3 clusters Score -5704211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44525 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -5704219.500000 Penalty: 3187.072510
	Iteration 21Q: 3 clusters Score -5704220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44526 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -5704222.000000 Penalty: 3187.072510
	Iteration 22Q: 3 clusters Score -5704222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44529 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -5704220.500000 Penalty: 3187.072510
	Iteration 23Q: 3 clusters Score -5704220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44531 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -5704227.500000 Penalty: 3187.072510
	Iteration 24Q: 3 clusters Score -5704228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44533 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -5704239.000000 Penalty: 3187.072510
	Iteration 25Q: 3 clusters Score -5704239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44533 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -5704240.500000 Penalty: 3187.072510
	Iteration 26Q: 3 clusters Score -5704240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44534 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -5704242.500000 Penalty: 3187.072510
	Iteration 27Q: 3 clusters Score -5704242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44532 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -5704248.500000 Penalty: 3187.072510
	Iteration 28Q: 3 clusters Score -5704248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44532 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -5704249.500000 Penalty: 3187.072510
	Iteration 29Q: 3 clusters Score -5704250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44531 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -5704254.500000 Penalty: 3187.072510
	Iteration 30Q: 3 clusters Score -5704254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44531 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -5704254.500000 Penalty: 3187.072510
	Iteration 31F: 3 clusters Score -5704254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Entering Unmasked Estep 
Score: -1540222.500000 Penalty: 1399.623535
	Iteration 0F: 2 clusters Score -1540222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1532059.500000 Penalty: 2799.247070
	Iteration 0F: 3 clusters Score -1532060 nChanged 5149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1534716.250000 Penalty: 2799.247070
	Iteration 1F: 3 clusters Score -1534716 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1534998.250000 Penalty: 2799.247070
	Iteration 2F: 3 clusters Score -1534998 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1535232.625000 Penalty: 2799.247070
	Iteration 3Q: 3 clusters Score -1535233 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1535419.625000 Penalty: 2799.247070
	Iteration 4Q: 3 clusters Score -1535420 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1535585.000000 Penalty: 2799.247070
	Iteration 5Q: 3 clusters Score -1535585 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1535750.375000 Penalty: 2799.247070
	Iteration 6Q: 3 clusters Score -1535750 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1535919.625000 Penalty: 2799.247070
	Iteration 7Q: 3 clusters Score -1535920 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1536095.125000 Penalty: 2799.247070
	Iteration 8Q: 3 clusters Score -1536095 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1536268.000000 Penalty: 2799.247070
	Iteration 9Q: 3 clusters Score -1536268 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1536503.750000 Penalty: 2799.247070
	Iteration 10Q: 3 clusters Score -1536504 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1536817.000000 Penalty: 2799.247070
	Iteration 11Q: 3 clusters Score -1536817 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1537152.125000 Penalty: 2799.247070
	Iteration 12Q: 3 clusters Score -1537152 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1537511.625000 Penalty: 2799.247070
	Iteration 13Q: 3 clusters Score -1537512 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -1537875.750000 Penalty: 2799.247070
	Iteration 14Q: 3 clusters Score -1537876 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -1538215.250000 Penalty: 2799.247070
	Iteration 15Q: 3 clusters Score -1538215 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -1538442.250000 Penalty: 2799.247070
	Iteration 16Q: 3 clusters Score -1538442 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -1538618.875000 Penalty: 2799.247070
	Iteration 17Q: 3 clusters Score -1538619 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -1538773.500000 Penalty: 2799.247070
	Iteration 18Q: 3 clusters Score -1538774 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -1538877.625000 Penalty: 2799.247070
	Iteration 19Q: 3 clusters Score -1538878 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -1538935.000000 Penalty: 2799.247070
	Iteration 20F: 3 clusters Score -1538935 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -1538973.500000 Penalty: 2799.247070
	Iteration 21Q: 3 clusters Score -1538974 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -1538994.125000 Penalty: 2799.247070
	Iteration 22Q: 3 clusters Score -1538994 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -1539018.500000 Penalty: 2799.247070
	Iteration 23Q: 3 clusters Score -1539018 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -1539040.375000 Penalty: 2799.247070
	Iteration 24Q: 3 clusters Score -1539040 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -1539058.500000 Penalty: 2799.247070
	Iteration 25Q: 3 clusters Score -1539058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -1539069.375000 Penalty: 2799.247070
	Iteration 26Q: 3 clusters Score -1539069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -1539074.750000 Penalty: 2799.247070
	Iteration 27Q: 3 clusters Score -1539075 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -1539088.875000 Penalty: 2799.247070
	Iteration 28Q: 3 clusters Score -1539089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -1539091.000000 Penalty: 2799.247070
	Iteration 29Q: 3 clusters Score -1539091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -1539096.500000 Penalty: 2799.247070
	Iteration 30Q: 3 clusters Score -1539096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -1539101.250000 Penalty: 2799.247070
	Iteration 31Q: 3 clusters Score -1539101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -1539106.500000 Penalty: 2799.247070
	Iteration 32Q: 3 clusters Score -1539106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -1539109.500000 Penalty: 2799.247070
	Iteration 33Q: 3 clusters Score -1539110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -1539110.125000 Penalty: 2799.247070
	Iteration 34Q: 3 clusters Score -1539110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -1539112.000000 Penalty: 2799.247070
	Iteration 35Q: 3 clusters Score -1539112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -1539112.000000 Penalty: 2799.247070
	Iteration 36F: 3 clusters Score -1539112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (44297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44297 members 
Entering Unmasked Estep 
Score: -5659444.000000 Penalty: 1591.962524
	Iteration 0F: 2 clusters Score -5659444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22201 members 
Mstep: Class 2 contains 22096 members 
Entering Unmasked Estep 
Score: -5630981.500000 Penalty: 3183.925049
	Iteration 0F: 3 clusters Score -5630982 nChanged 20491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22370 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
Score: -5641875.000000 Penalty: 3183.925049
	Iteration 1F: 3 clusters Score -5641875 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22626 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
Score: -5642454.500000 Penalty: 3183.925049
	Iteration 2Q: 3 clusters Score -5642454 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23063 members 
Mstep: Class 2 contains 21234 members 
Entering Unmasked Estep 
Score: -5643035.000000 Penalty: 3183.925049
	Iteration 3Q: 3 clusters Score -5643035 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -5643638.000000 Penalty: 3183.925049
	Iteration 4Q: 3 clusters Score -5643638 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24662 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -5644479.500000 Penalty: 3183.925049
	Iteration 5Q: 3 clusters Score -5644480 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25959 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -5645637.000000 Penalty: 3183.925049
	Iteration 6F: 3 clusters Score -5645637 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27597 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -5647291.000000 Penalty: 3183.925049
	Iteration 7F: 3 clusters Score -5647291 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29493 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -5649271.000000 Penalty: 3183.925049
	Iteration 8F: 3 clusters Score -5649271 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31320 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -5651603.000000 Penalty: 3183.925049
	Iteration 9F: 3 clusters Score -5651603 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32749 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -5653941.500000 Penalty: 3183.925049
	Iteration 10F: 3 clusters Score -5653942 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33599 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -5655709.500000 Penalty: 3183.925049
	Iteration 11Q: 3 clusters Score -5655710 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34088 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -5656805.000000 Penalty: 3183.925049
	Iteration 12Q: 3 clusters Score -5656805 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34404 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -5657379.500000 Penalty: 3183.925049
	Iteration 13Q: 3 clusters Score -5657380 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34632 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -5657700.500000 Penalty: 3183.925049
	Iteration 14Q: 3 clusters Score -5657700 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34805 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -5657921.500000 Penalty: 3183.925049
	Iteration 15Q: 3 clusters Score -5657922 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34927 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -5658087.000000 Penalty: 3183.925049
	Iteration 16Q: 3 clusters Score -5658087 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35036 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -5658163.500000 Penalty: 3183.925049
	Iteration 17Q: 3 clusters Score -5658164 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35124 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -5658234.500000 Penalty: 3183.925049
	Iteration 18Q: 3 clusters Score -5658234 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35233 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -5658265.000000 Penalty: 3183.925049
	Iteration 19Q: 3 clusters Score -5658265 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35328 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -5658341.500000 Penalty: 3183.925049
	Iteration 20F: 3 clusters Score -5658342 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35426 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -5658369.000000 Penalty: 3183.925049
	Iteration 21Q: 3 clusters Score -5658369 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35519 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -5658395.000000 Penalty: 3183.925049
	Iteration 22Q: 3 clusters Score -5658395 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35577 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -5658406.500000 Penalty: 3183.925049
	Iteration 23Q: 3 clusters Score -5658406 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35624 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -5658420.500000 Penalty: 3183.925049
	Iteration 24Q: 3 clusters Score -5658420 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35664 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -5658422.500000 Penalty: 3183.925049
	Iteration 25Q: 3 clusters Score -5658422 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35694 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -5658428.000000 Penalty: 3183.925049
	Iteration 26Q: 3 clusters Score -5658428 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35714 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -5658420.500000 Penalty: 3183.925049
	Iteration 27Q: 3 clusters Score -5658420 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35743 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -5658436.000000 Penalty: 3183.925049
	Iteration 28Q: 3 clusters Score -5658436 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35771 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -5658437.000000 Penalty: 3183.925049
	Iteration 29Q: 3 clusters Score -5658437 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35799 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -5658439.500000 Penalty: 3183.925049
	Iteration 30Q: 3 clusters Score -5658440 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35818 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -5658438.000000 Penalty: 3183.925049
	Iteration 31Q: 3 clusters Score -5658438 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35841 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -5658444.500000 Penalty: 3183.925049
	Iteration 32Q: 3 clusters Score -5658444 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35861 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -5658449.500000 Penalty: 3183.925049
	Iteration 33Q: 3 clusters Score -5658450 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35876 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -5658448.500000 Penalty: 3183.925049
	Iteration 34Q: 3 clusters Score -5658448 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35894 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -5658459.500000 Penalty: 3183.925049
	Iteration 35Q: 3 clusters Score -5658460 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35910 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -5658455.500000 Penalty: 3183.925049
	Iteration 36Q: 3 clusters Score -5658456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35924 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -5658447.500000 Penalty: 3183.925049
	Iteration 37Q: 3 clusters Score -5658448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35936 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -5658453.000000 Penalty: 3183.925049
	Iteration 38Q: 3 clusters Score -5658453 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35944 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -5658453.000000 Penalty: 3183.925049
	Iteration 39Q: 3 clusters Score -5658453 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35955 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -5658451.000000 Penalty: 3183.925049
	Iteration 40F: 3 clusters Score -5658451 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35968 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -5658439.500000 Penalty: 3183.925049
	Iteration 41Q: 3 clusters Score -5658440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35977 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -5658437.000000 Penalty: 3183.925049
	Iteration 42Q: 3 clusters Score -5658437 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35985 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -5658435.500000 Penalty: 3183.925049
	Iteration 43Q: 3 clusters Score -5658436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35996 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -5658437.000000 Penalty: 3183.925049
	Iteration 44Q: 3 clusters Score -5658437 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36005 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -5658441.500000 Penalty: 3183.925049
	Iteration 45Q: 3 clusters Score -5658442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36013 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -5658444.500000 Penalty: 3183.925049
	Iteration 46Q: 3 clusters Score -5658444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36021 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -5658448.000000 Penalty: 3183.925049
	Iteration 47Q: 3 clusters Score -5658448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36030 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -5658447.500000 Penalty: 3183.925049
	Iteration 48Q: 3 clusters Score -5658448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36043 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -5658432.500000 Penalty: 3183.925049
	Iteration 49Q: 3 clusters Score -5658432 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36057 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -5658453.000000 Penalty: 3183.925049
	Iteration 50Q: 3 clusters Score -5658453 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36067 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -5658463.500000 Penalty: 3183.925049
	Iteration 51Q: 3 clusters Score -5658464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36080 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -5658457.500000 Penalty: 3183.925049
	Iteration 52Q: 3 clusters Score -5658458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36091 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -5658468.500000 Penalty: 3183.925049
	Iteration 53Q: 3 clusters Score -5658468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36102 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -5658456.500000 Penalty: 3183.925049
	Iteration 54Q: 3 clusters Score -5658456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36110 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -5658455.000000 Penalty: 3183.925049
	Iteration 55Q: 3 clusters Score -5658455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36117 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -5658452.000000 Penalty: 3183.925049
	Iteration 56Q: 3 clusters Score -5658452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36129 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -5658457.500000 Penalty: 3183.925049
	Iteration 57Q: 3 clusters Score -5658458 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36141 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -5658465.000000 Penalty: 3183.925049
	Iteration 58Q: 3 clusters Score -5658465 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36158 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -5658448.500000 Penalty: 3183.925049
	Iteration 59Q: 3 clusters Score -5658448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36171 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -5658454.500000 Penalty: 3183.925049
	Iteration 60F: 3 clusters Score -5658454 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36190 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -5658462.000000 Penalty: 3183.925049
	Iteration 61Q: 3 clusters Score -5658462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36201 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -5658459.000000 Penalty: 3183.925049
	Iteration 62Q: 3 clusters Score -5658459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36204 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -5658462.500000 Penalty: 3183.925049
	Iteration 63Q: 3 clusters Score -5658462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36206 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -5658456.500000 Penalty: 3183.925049
	Iteration 64Q: 3 clusters Score -5658456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36208 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -5658463.500000 Penalty: 3183.925049
	Iteration 65Q: 3 clusters Score -5658464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36211 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -5658467.000000 Penalty: 3183.925049
	Iteration 66Q: 3 clusters Score -5658467 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36219 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -5658463.500000 Penalty: 3183.925049
	Iteration 67Q: 3 clusters Score -5658464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36225 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -5658473.500000 Penalty: 3183.925049
	Iteration 68Q: 3 clusters Score -5658474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36237 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -5658473.000000 Penalty: 3183.925049
	Iteration 69Q: 3 clusters Score -5658473 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36255 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -5658475.000000 Penalty: 3183.925049
	Iteration 70Q: 3 clusters Score -5658475 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36272 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -5658470.000000 Penalty: 3183.925049
	Iteration 71Q: 3 clusters Score -5658470 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36290 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -5658484.500000 Penalty: 3183.925049
	Iteration 72Q: 3 clusters Score -5658484 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36305 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -5658490.000000 Penalty: 3183.925049
	Iteration 73Q: 3 clusters Score -5658490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36317 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -5658492.000000 Penalty: 3183.925049
	Iteration 74Q: 3 clusters Score -5658492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36327 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -5658495.500000 Penalty: 3183.925049
	Iteration 75Q: 3 clusters Score -5658496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36335 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -5658496.000000 Penalty: 3183.925049
	Iteration 76Q: 3 clusters Score -5658496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36346 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -5658502.500000 Penalty: 3183.925049
	Iteration 77Q: 3 clusters Score -5658502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36355 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -5658505.500000 Penalty: 3183.925049
	Iteration 78Q: 3 clusters Score -5658506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36365 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -5658505.500000 Penalty: 3183.925049
	Iteration 79Q: 3 clusters Score -5658506 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36379 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -5658510.500000 Penalty: 3183.925049
	Iteration 80F: 3 clusters Score -5658510 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36395 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -5658522.000000 Penalty: 3183.925049
	Iteration 81Q: 3 clusters Score -5658522 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36409 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -5658513.500000 Penalty: 3183.925049
	Iteration 82Q: 3 clusters Score -5658514 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36425 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -5658512.500000 Penalty: 3183.925049
	Iteration 83Q: 3 clusters Score -5658512 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36438 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -5658511.000000 Penalty: 3183.925049
	Iteration 84Q: 3 clusters Score -5658511 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36453 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -5658514.500000 Penalty: 3183.925049
	Iteration 85Q: 3 clusters Score -5658514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36466 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -5658513.000000 Penalty: 3183.925049
	Iteration 86Q: 3 clusters Score -5658513 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36485 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -5658521.500000 Penalty: 3183.925049
	Iteration 87Q: 3 clusters Score -5658522 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36504 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -5658521.500000 Penalty: 3183.925049
	Iteration 88Q: 3 clusters Score -5658522 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36526 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -5658533.500000 Penalty: 3183.925049
	Iteration 89Q: 3 clusters Score -5658534 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36553 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -5658530.500000 Penalty: 3183.925049
	Iteration 90Q: 3 clusters Score -5658530 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36578 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -5658536.000000 Penalty: 3183.925049
	Iteration 91Q: 3 clusters Score -5658536 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36604 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -5658536.500000 Penalty: 3183.925049
	Iteration 92Q: 3 clusters Score -5658536 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36639 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -5658539.000000 Penalty: 3183.925049
	Iteration 93Q: 3 clusters Score -5658539 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36668 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -5658544.500000 Penalty: 3183.925049
	Iteration 94Q: 3 clusters Score -5658544 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36700 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -5658540.500000 Penalty: 3183.925049
	Iteration 95Q: 3 clusters Score -5658540 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36733 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -5658528.500000 Penalty: 3183.925049
	Iteration 96Q: 3 clusters Score -5658528 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36762 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -5658521.000000 Penalty: 3183.925049
	Iteration 97Q: 3 clusters Score -5658521 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36790 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -5658521.000000 Penalty: 3183.925049
	Iteration 98Q: 3 clusters Score -5658521 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36820 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -5658521.500000 Penalty: 3183.925049
	Iteration 99Q: 3 clusters Score -5658522 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36849 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -5658516.000000 Penalty: 3183.925049
	Iteration 100F: 3 clusters Score -5658516 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36879 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -5658519.000000 Penalty: 3183.925049
	Iteration 101Q: 3 clusters Score -5658519 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36906 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -5658513.500000 Penalty: 3183.925049
	Iteration 102Q: 3 clusters Score -5658514 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36935 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -5658532.500000 Penalty: 3183.925049
	Iteration 103Q: 3 clusters Score -5658532 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36963 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -5658538.500000 Penalty: 3183.925049
	Iteration 104Q: 3 clusters Score -5658538 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36990 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -5658541.000000 Penalty: 3183.925049
	Iteration 105Q: 3 clusters Score -5658541 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37028 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -5658529.500000 Penalty: 3183.925049
	Iteration 106Q: 3 clusters Score -5658530 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37066 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -5658527.000000 Penalty: 3183.925049
	Iteration 107Q: 3 clusters Score -5658527 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37102 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -5658530.000000 Penalty: 3183.925049
	Iteration 108Q: 3 clusters Score -5658530 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37136 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -5658527.500000 Penalty: 3183.925049
	Iteration 109Q: 3 clusters Score -5658528 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37170 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -5658529.500000 Penalty: 3183.925049
	Iteration 110Q: 3 clusters Score -5658530 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37202 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -5658518.500000 Penalty: 3183.925049
	Iteration 111Q: 3 clusters Score -5658518 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37236 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -5658528.500000 Penalty: 3183.925049
	Iteration 112Q: 3 clusters Score -5658528 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37263 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -5658520.000000 Penalty: 3183.925049
	Iteration 113Q: 3 clusters Score -5658520 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37287 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -5658527.500000 Penalty: 3183.925049
	Iteration 114Q: 3 clusters Score -5658528 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37314 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -5658536.000000 Penalty: 3183.925049
	Iteration 115Q: 3 clusters Score -5658536 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37347 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -5658538.500000 Penalty: 3183.925049
	Iteration 116Q: 3 clusters Score -5658538 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37377 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -5658541.000000 Penalty: 3183.925049
	Iteration 117Q: 3 clusters Score -5658541 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37403 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -5658555.500000 Penalty: 3183.925049
	Iteration 118Q: 3 clusters Score -5658556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37418 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -5658557.000000 Penalty: 3183.925049
	Iteration 119Q: 3 clusters Score -5658557 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37440 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -5658558.500000 Penalty: 3183.925049
	Iteration 120F: 3 clusters Score -5658558 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37458 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -5658554.500000 Penalty: 3183.925049
	Iteration 121Q: 3 clusters Score -5658554 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37476 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -5658558.000000 Penalty: 3183.925049
	Iteration 122Q: 3 clusters Score -5658558 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37493 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -5658556.500000 Penalty: 3183.925049
	Iteration 123Q: 3 clusters Score -5658556 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37517 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -5658564.500000 Penalty: 3183.925049
	Iteration 124Q: 3 clusters Score -5658564 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37535 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -5658567.500000 Penalty: 3183.925049
	Iteration 125Q: 3 clusters Score -5658568 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37554 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -5658560.500000 Penalty: 3183.925049
	Iteration 126Q: 3 clusters Score -5658560 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37573 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -5658555.500000 Penalty: 3183.925049
	Iteration 127Q: 3 clusters Score -5658556 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37595 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -5658559.500000 Penalty: 3183.925049
	Iteration 128Q: 3 clusters Score -5658560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37604 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -5658561.000000 Penalty: 3183.925049
	Iteration 129Q: 3 clusters Score -5658561 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37612 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -5658565.000000 Penalty: 3183.925049
	Iteration 130Q: 3 clusters Score -5658565 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37618 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -5658564.000000 Penalty: 3183.925049
	Iteration 131Q: 3 clusters Score -5658564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37623 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -5658570.000000 Penalty: 3183.925049
	Iteration 132Q: 3 clusters Score -5658570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37628 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -5658573.500000 Penalty: 3183.925049
	Iteration 133Q: 3 clusters Score -5658574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37634 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -5658579.500000 Penalty: 3183.925049
	Iteration 134Q: 3 clusters Score -5658580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37639 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -5658576.500000 Penalty: 3183.925049
	Iteration 135Q: 3 clusters Score -5658576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37644 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -5658577.000000 Penalty: 3183.925049
	Iteration 136Q: 3 clusters Score -5658577 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37651 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -5658572.000000 Penalty: 3183.925049
	Iteration 137Q: 3 clusters Score -5658572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37658 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -5658570.000000 Penalty: 3183.925049
	Iteration 138Q: 3 clusters Score -5658570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37669 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -5658569.000000 Penalty: 3183.925049
	Iteration 139Q: 3 clusters Score -5658569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37674 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -5658572.500000 Penalty: 3183.925049
	Iteration 140F: 3 clusters Score -5658572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37682 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -5658569.000000 Penalty: 3183.925049
	Iteration 141Q: 3 clusters Score -5658569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37687 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -5658570.500000 Penalty: 3183.925049
	Iteration 142Q: 3 clusters Score -5658570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37689 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -5658570.500000 Penalty: 3183.925049
	Iteration 143Q: 3 clusters Score -5658570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37689 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -5658570.500000 Penalty: 3183.925049
	Iteration 144F: 3 clusters Score -5658570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (29571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29571 members 
Entering Unmasked Estep 
Score: -3617835.750000 Penalty: 1531.828979
	Iteration 0F: 2 clusters Score -3617836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -3598587.750000 Penalty: 3063.657959
	Iteration 0F: 3 clusters Score -3598588 nChanged 13327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -3605887.000000 Penalty: 3063.657959
	Iteration 1F: 3 clusters Score -3605887 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -3606417.000000 Penalty: 3063.657959
	Iteration 2Q: 3 clusters Score -3606417 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -3606916.500000 Penalty: 3063.657959
	Iteration 3Q: 3 clusters Score -3606916 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -3607348.250000 Penalty: 3063.657959
	Iteration 4Q: 3 clusters Score -3607348 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -3607770.250000 Penalty: 3063.657959
	Iteration 5Q: 3 clusters Score -3607770 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -3608179.000000 Penalty: 3063.657959
	Iteration 6Q: 3 clusters Score -3608179 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -3608629.750000 Penalty: 3063.657959
	Iteration 7Q: 3 clusters Score -3608630 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -3609103.500000 Penalty: 3063.657959
	Iteration 8Q: 3 clusters Score -3609104 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -3609655.500000 Penalty: 3063.657959
	Iteration 9Q: 3 clusters Score -3609656 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -3610303.750000 Penalty: 3063.657959
	Iteration 10Q: 3 clusters Score -3610304 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -3611031.000000 Penalty: 3063.657959
	Iteration 11Q: 3 clusters Score -3611031 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -3611729.250000 Penalty: 3063.657959
	Iteration 12Q: 3 clusters Score -3611729 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -3612200.000000 Penalty: 3063.657959
	Iteration 13Q: 3 clusters Score -3612200 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -3612504.000000 Penalty: 3063.657959
	Iteration 14Q: 3 clusters Score -3612504 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -3612671.000000 Penalty: 3063.657959
	Iteration 15Q: 3 clusters Score -3612671 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -3612765.500000 Penalty: 3063.657959
	Iteration 16Q: 3 clusters Score -3612766 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -3612830.250000 Penalty: 3063.657959
	Iteration 17Q: 3 clusters Score -3612830 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -3612879.000000 Penalty: 3063.657959
	Iteration 18Q: 3 clusters Score -3612879 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -3612938.750000 Penalty: 3063.657959
	Iteration 19Q: 3 clusters Score -3612939 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -3612997.250000 Penalty: 3063.657959
	Iteration 20F: 3 clusters Score -3612997 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -3613056.250000 Penalty: 3063.657959
	Iteration 21Q: 3 clusters Score -3613056 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -3613111.250000 Penalty: 3063.657959
	Iteration 22Q: 3 clusters Score -3613111 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -3613189.000000 Penalty: 3063.657959
	Iteration 23Q: 3 clusters Score -3613189 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19756 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -3613297.000000 Penalty: 3063.657959
	Iteration 24Q: 3 clusters Score -3613297 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20073 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -3613387.250000 Penalty: 3063.657959
	Iteration 25Q: 3 clusters Score -3613387 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -3613517.000000 Penalty: 3063.657959
	Iteration 26Q: 3 clusters Score -3613517 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20794 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -3613665.500000 Penalty: 3063.657959
	Iteration 27Q: 3 clusters Score -3613666 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21174 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -3613835.750000 Penalty: 3063.657959
	Iteration 28Q: 3 clusters Score -3613836 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21550 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -3613983.500000 Penalty: 3063.657959
	Iteration 29Q: 3 clusters Score -3613984 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21911 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -3614143.500000 Penalty: 3063.657959
	Iteration 30Q: 3 clusters Score -3614144 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22280 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -3614307.500000 Penalty: 3063.657959
	Iteration 31Q: 3 clusters Score -3614308 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -3614500.250000 Penalty: 3063.657959
	Iteration 32Q: 3 clusters Score -3614500 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23005 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -3614663.250000 Penalty: 3063.657959
	Iteration 33Q: 3 clusters Score -3614663 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23327 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -3614803.250000 Penalty: 3063.657959
	Iteration 34Q: 3 clusters Score -3614803 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23645 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -3614933.250000 Penalty: 3063.657959
	Iteration 35Q: 3 clusters Score -3614933 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23939 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -3615037.500000 Penalty: 3063.657959
	Iteration 36Q: 3 clusters Score -3615038 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -3615175.250000 Penalty: 3063.657959
	Iteration 37Q: 3 clusters Score -3615175 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24558 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -3615278.250000 Penalty: 3063.657959
	Iteration 38Q: 3 clusters Score -3615278 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24798 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -3615365.500000 Penalty: 3063.657959
	Iteration 39Q: 3 clusters Score -3615366 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25046 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -3615448.000000 Penalty: 3063.657959
	Iteration 40F: 3 clusters Score -3615448 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25264 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -3615506.000000 Penalty: 3063.657959
	Iteration 41Q: 3 clusters Score -3615506 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25460 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -3615579.500000 Penalty: 3063.657959
	Iteration 42Q: 3 clusters Score -3615580 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25648 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -3615643.750000 Penalty: 3063.657959
	Iteration 43Q: 3 clusters Score -3615644 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25831 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -3615701.000000 Penalty: 3063.657959
	Iteration 44Q: 3 clusters Score -3615701 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25980 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -3615743.000000 Penalty: 3063.657959
	Iteration 45Q: 3 clusters Score -3615743 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26112 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -3615778.500000 Penalty: 3063.657959
	Iteration 46Q: 3 clusters Score -3615778 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26252 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -3615819.250000 Penalty: 3063.657959
	Iteration 47Q: 3 clusters Score -3615819 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26350 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -3615845.500000 Penalty: 3063.657959
	Iteration 48Q: 3 clusters Score -3615846 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26446 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -3615879.250000 Penalty: 3063.657959
	Iteration 49Q: 3 clusters Score -3615879 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26555 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -3615904.750000 Penalty: 3063.657959
	Iteration 50Q: 3 clusters Score -3615905 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26662 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -3615934.750000 Penalty: 3063.657959
	Iteration 51Q: 3 clusters Score -3615935 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26760 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -3615967.000000 Penalty: 3063.657959
	Iteration 52Q: 3 clusters Score -3615967 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26848 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -3615990.000000 Penalty: 3063.657959
	Iteration 53Q: 3 clusters Score -3615990 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26943 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -3616023.500000 Penalty: 3063.657959
	Iteration 54Q: 3 clusters Score -3616024 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27035 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -3616056.250000 Penalty: 3063.657959
	Iteration 55Q: 3 clusters Score -3616056 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27119 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -3616081.500000 Penalty: 3063.657959
	Iteration 56Q: 3 clusters Score -3616082 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27203 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -3616102.750000 Penalty: 3063.657959
	Iteration 57Q: 3 clusters Score -3616103 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27279 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -3616129.000000 Penalty: 3063.657959
	Iteration 58Q: 3 clusters Score -3616129 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27343 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -3616140.000000 Penalty: 3063.657959
	Iteration 59Q: 3 clusters Score -3616140 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27406 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -3616174.250000 Penalty: 3063.657959
	Iteration 60F: 3 clusters Score -3616174 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27463 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -3616182.250000 Penalty: 3063.657959
	Iteration 61Q: 3 clusters Score -3616182 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27517 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -3616194.500000 Penalty: 3063.657959
	Iteration 62Q: 3 clusters Score -3616194 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27569 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -3616212.750000 Penalty: 3063.657959
	Iteration 63Q: 3 clusters Score -3616213 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27619 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -3616229.250000 Penalty: 3063.657959
	Iteration 64Q: 3 clusters Score -3616229 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27672 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -3616238.750000 Penalty: 3063.657959
	Iteration 65Q: 3 clusters Score -3616239 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27726 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -3616262.750000 Penalty: 3063.657959
	Iteration 66Q: 3 clusters Score -3616263 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27781 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -3616284.750000 Penalty: 3063.657959
	Iteration 67Q: 3 clusters Score -3616285 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27822 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -3616302.500000 Penalty: 3063.657959
	Iteration 68Q: 3 clusters Score -3616302 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27861 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -3616311.750000 Penalty: 3063.657959
	Iteration 69Q: 3 clusters Score -3616312 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27903 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -3616315.500000 Penalty: 3063.657959
	Iteration 70Q: 3 clusters Score -3616316 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27944 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -3616336.250000 Penalty: 3063.657959
	Iteration 71Q: 3 clusters Score -3616336 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27995 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -3616350.750000 Penalty: 3063.657959
	Iteration 72Q: 3 clusters Score -3616351 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28057 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -3616389.000000 Penalty: 3063.657959
	Iteration 73Q: 3 clusters Score -3616389 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28122 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -3616419.000000 Penalty: 3063.657959
	Iteration 74Q: 3 clusters Score -3616419 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28176 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -3616429.000000 Penalty: 3063.657959
	Iteration 75Q: 3 clusters Score -3616429 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28230 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -3616458.250000 Penalty: 3063.657959
	Iteration 76Q: 3 clusters Score -3616458 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28288 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -3616470.250000 Penalty: 3063.657959
	Iteration 77Q: 3 clusters Score -3616470 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28334 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -3616497.250000 Penalty: 3063.657959
	Iteration 78Q: 3 clusters Score -3616497 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28377 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -3616515.750000 Penalty: 3063.657959
	Iteration 79Q: 3 clusters Score -3616516 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28411 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -3616524.250000 Penalty: 3063.657959
	Iteration 80F: 3 clusters Score -3616524 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28439 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -3616536.500000 Penalty: 3063.657959
	Iteration 81Q: 3 clusters Score -3616536 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28465 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -3616554.500000 Penalty: 3063.657959
	Iteration 82Q: 3 clusters Score -3616554 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28493 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -3616575.500000 Penalty: 3063.657959
	Iteration 83Q: 3 clusters Score -3616576 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28522 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -3616587.000000 Penalty: 3063.657959
	Iteration 84Q: 3 clusters Score -3616587 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28541 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -3616603.000000 Penalty: 3063.657959
	Iteration 85Q: 3 clusters Score -3616603 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28561 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -3616607.500000 Penalty: 3063.657959
	Iteration 86Q: 3 clusters Score -3616608 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28579 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -3616615.500000 Penalty: 3063.657959
	Iteration 87Q: 3 clusters Score -3616616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28593 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -3616615.250000 Penalty: 3063.657959
	Iteration 88Q: 3 clusters Score -3616615 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28601 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -3616621.500000 Penalty: 3063.657959
	Iteration 89Q: 3 clusters Score -3616622 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28610 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -3616621.750000 Penalty: 3063.657959
	Iteration 90Q: 3 clusters Score -3616622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28619 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -3616624.500000 Penalty: 3063.657959
	Iteration 91Q: 3 clusters Score -3616624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28629 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -3616629.750000 Penalty: 3063.657959
	Iteration 92Q: 3 clusters Score -3616630 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28635 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -3616629.000000 Penalty: 3063.657959
	Iteration 93Q: 3 clusters Score -3616629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28639 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -3616637.250000 Penalty: 3063.657959
	Iteration 94Q: 3 clusters Score -3616637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28643 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -3616634.750000 Penalty: 3063.657959
	Iteration 95Q: 3 clusters Score -3616635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28646 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -3616637.250000 Penalty: 3063.657959
	Iteration 96Q: 3 clusters Score -3616637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28649 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -3616636.000000 Penalty: 3063.657959
	Iteration 97Q: 3 clusters Score -3616636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28649 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -3616636.000000 Penalty: 3063.657959
	Iteration 98F: 3 clusters Score -3616636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (31632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31632 members 
Entering Unmasked Estep 
Score: -4010886.500000 Penalty: 1541.854370
	Iteration 0F: 2 clusters Score -4010886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -3990335.750000 Penalty: 3083.708740
	Iteration 0F: 3 clusters Score -3990336 nChanged 14252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -3998050.750000 Penalty: 3083.708740
	Iteration 1F: 3 clusters Score -3998051 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -3998535.500000 Penalty: 3083.708740
	Iteration 2Q: 3 clusters Score -3998536 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -3998980.750000 Penalty: 3083.708740
	Iteration 3Q: 3 clusters Score -3998981 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -3999430.500000 Penalty: 3083.708740
	Iteration 4Q: 3 clusters Score -3999430 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 19069 members 
Entering Unmasked Estep 
Score: -3999916.000000 Penalty: 3083.708740
	Iteration 5Q: 3 clusters Score -3999916 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -4000558.500000 Penalty: 3083.708740
	Iteration 6Q: 3 clusters Score -4000558 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 21892 members 
Entering Unmasked Estep 
Score: -4001514.750000 Penalty: 3083.708740
	Iteration 7F: 3 clusters Score -4001515 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -4002800.250000 Penalty: 3083.708740
	Iteration 8F: 3 clusters Score -4002800 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 25909 members 
Entering Unmasked Estep 
Score: -4004512.000000 Penalty: 3083.708740
	Iteration 9F: 3 clusters Score -4004512 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 27873 members 
Entering Unmasked Estep 
Score: -4006234.250000 Penalty: 3083.708740
	Iteration 10F: 3 clusters Score -4006234 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 29453 members 
Entering Unmasked Estep 
Score: -4007700.250000 Penalty: 3083.708740
	Iteration 11F: 3 clusters Score -4007700 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 30468 members 
Entering Unmasked Estep 
Score: -4008653.500000 Penalty: 3083.708740
	Iteration 12Q: 3 clusters Score -4008654 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 30992 members 
Entering Unmasked Estep 
Score: -4009165.500000 Penalty: 3083.708740
	Iteration 13Q: 3 clusters Score -4009166 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 31201 members 
Entering Unmasked Estep 
Score: -4009389.250000 Penalty: 3083.708740
	Iteration 14Q: 3 clusters Score -4009389 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 31291 members 
Entering Unmasked Estep 
Score: -4009485.000000 Penalty: 3083.708740
	Iteration 15Q: 3 clusters Score -4009485 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 31342 members 
Entering Unmasked Estep 
Score: -4009536.000000 Penalty: 3083.708740
	Iteration 16Q: 3 clusters Score -4009536 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 31360 members 
Entering Unmasked Estep 
Score: -4009582.500000 Penalty: 3083.708740
	Iteration 17Q: 3 clusters Score -4009582 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 31367 members 
Entering Unmasked Estep 
Score: -4009608.000000 Penalty: 3083.708740
	Iteration 18Q: 3 clusters Score -4009608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 31373 members 
Entering Unmasked Estep 
Score: -4009620.750000 Penalty: 3083.708740
	Iteration 19Q: 3 clusters Score -4009621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 31374 members 
Entering Unmasked Estep 
Score: -4009623.500000 Penalty: 3083.708740
	Iteration 20F: 3 clusters Score -4009624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 31377 members 
Entering Unmasked Estep 
Score: -4009628.250000 Penalty: 3083.708740
	Iteration 21Q: 3 clusters Score -4009628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 31378 members 
Entering Unmasked Estep 
Score: -4009628.750000 Penalty: 3083.708740
	Iteration 22Q: 3 clusters Score -4009629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 31378 members 
Entering Unmasked Estep 
Score: -4009628.750000 Penalty: 3083.708740
	Iteration 23F: 3 clusters Score -4009629 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Entering Unmasked Estep 
Score: -633743.000000 Penalty: 1279.113037
	Iteration 0F: 2 clusters Score -633743 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -629810.187500 Penalty: 2558.226074
	Iteration 0F: 3 clusters Score -629810.2 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -630985.500000 Penalty: 2558.226074
	Iteration 1F: 3 clusters Score -630985.5 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -631216.375000 Penalty: 2558.226074
	Iteration 2F: 3 clusters Score -631216.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -631372.812500 Penalty: 2558.226074
	Iteration 3F: 3 clusters Score -631372.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -631492.250000 Penalty: 2558.226074
	Iteration 4Q: 3 clusters Score -631492.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -631592.750000 Penalty: 2558.226074
	Iteration 5Q: 3 clusters Score -631592.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -631663.375000 Penalty: 2558.226074
	Iteration 6Q: 3 clusters Score -631663.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -631728.062500 Penalty: 2558.226074
	Iteration 7Q: 3 clusters Score -631728.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -631780.500000 Penalty: 2558.226074
	Iteration 8Q: 3 clusters Score -631780.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -631833.812500 Penalty: 2558.226074
	Iteration 9Q: 3 clusters Score -631833.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -631880.250000 Penalty: 2558.226074
	Iteration 10Q: 3 clusters Score -631880.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -631932.000000 Penalty: 2558.226074
	Iteration 11Q: 3 clusters Score -631932 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -632001.125000 Penalty: 2558.226074
	Iteration 12Q: 3 clusters Score -632001.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -632077.125000 Penalty: 2558.226074
	Iteration 13Q: 3 clusters Score -632077.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -632166.375000 Penalty: 2558.226074
	Iteration 14Q: 3 clusters Score -632166.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -632258.125000 Penalty: 2558.226074
	Iteration 15Q: 3 clusters Score -632258.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -632370.875000 Penalty: 2558.226074
	Iteration 16Q: 3 clusters Score -632370.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -632485.187500 Penalty: 2558.226074
	Iteration 17Q: 3 clusters Score -632485.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -632600.812500 Penalty: 2558.226074
	Iteration 18Q: 3 clusters Score -632600.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -632717.875000 Penalty: 2558.226074
	Iteration 19Q: 3 clusters Score -632717.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -632813.937500 Penalty: 2558.226074
	Iteration 20F: 3 clusters Score -632813.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -632904.562500 Penalty: 2558.226074
	Iteration 21Q: 3 clusters Score -632904.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -632976.375000 Penalty: 2558.226074
	Iteration 22Q: 3 clusters Score -632976.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -633026.812500 Penalty: 2558.226074
	Iteration 23Q: 3 clusters Score -633026.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -633058.937500 Penalty: 2558.226074
	Iteration 24Q: 3 clusters Score -633058.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -633088.500000 Penalty: 2558.226074
	Iteration 25Q: 3 clusters Score -633088.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -633111.125000 Penalty: 2558.226074
	Iteration 26Q: 3 clusters Score -633111.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -633129.375000 Penalty: 2558.226074
	Iteration 27Q: 3 clusters Score -633129.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -633137.625000 Penalty: 2558.226074
	Iteration 28Q: 3 clusters Score -633137.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -633147.687500 Penalty: 2558.226074
	Iteration 29Q: 3 clusters Score -633147.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -633153.187500 Penalty: 2558.226074
	Iteration 30Q: 3 clusters Score -633153.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -633158.562500 Penalty: 2558.226074
	Iteration 31Q: 3 clusters Score -633158.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -633161.625000 Penalty: 2558.226074
	Iteration 32Q: 3 clusters Score -633161.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -633162.125000 Penalty: 2558.226074
	Iteration 33Q: 3 clusters Score -633162.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -633163.375000 Penalty: 2558.226074
	Iteration 34Q: 3 clusters Score -633163.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -633163.375000 Penalty: 2558.226074
	Iteration 35Q: 3 clusters Score -633163.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -633164.375000 Penalty: 2558.226074
	Iteration 36Q: 3 clusters Score -633164.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -633164.375000 Penalty: 2558.226074
	Iteration 37F: 3 clusters Score -633164.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (41092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41092 members 
Entering Unmasked Estep 
Score: -5241644.500000 Penalty: 1580.786987
	Iteration 0F: 2 clusters Score -5241644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 20519 members 
Entering Unmasked Estep 
Score: -5215029.500000 Penalty: 3161.573975
	Iteration 0F: 3 clusters Score -5215030 nChanged 18847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -5225233.000000 Penalty: 3161.573975
	Iteration 1F: 3 clusters Score -5225233 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21225 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -5225699.500000 Penalty: 3161.573975
	Iteration 2Q: 3 clusters Score -5225700 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -5226107.500000 Penalty: 3161.573975
	Iteration 3Q: 3 clusters Score -5226108 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -5226458.500000 Penalty: 3161.573975
	Iteration 4Q: 3 clusters Score -5226458 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23093 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -5226927.500000 Penalty: 3161.573975
	Iteration 5Q: 3 clusters Score -5226928 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24221 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -5227465.000000 Penalty: 3161.573975
	Iteration 6Q: 3 clusters Score -5227465 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25740 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -5228215.500000 Penalty: 3161.573975
	Iteration 7Q: 3 clusters Score -5228216 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27789 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -5229403.000000 Penalty: 3161.573975
	Iteration 8F: 3 clusters Score -5229403 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30329 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -5231139.500000 Penalty: 3161.573975
	Iteration 9F: 3 clusters Score -5231140 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33217 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -5233455.500000 Penalty: 3161.573975
	Iteration 10F: 3 clusters Score -5233456 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35951 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -5235846.500000 Penalty: 3161.573975
	Iteration 11F: 3 clusters Score -5235846 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38159 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -5237823.500000 Penalty: 3161.573975
	Iteration 12F: 3 clusters Score -5237824 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39548 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -5239025.000000 Penalty: 3161.573975
	Iteration 13Q: 3 clusters Score -5239025 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40292 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -5239692.500000 Penalty: 3161.573975
	Iteration 14Q: 3 clusters Score -5239692 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40589 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -5239985.000000 Penalty: 3161.573975
	Iteration 15Q: 3 clusters Score -5239985 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40708 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -5240118.500000 Penalty: 3161.573975
	Iteration 16Q: 3 clusters Score -5240118 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40773 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -5240194.500000 Penalty: 3161.573975
	Iteration 17Q: 3 clusters Score -5240194 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40803 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -5240239.000000 Penalty: 3161.573975
	Iteration 18Q: 3 clusters Score -5240239 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40824 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -5240269.000000 Penalty: 3161.573975
	Iteration 19Q: 3 clusters Score -5240269 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40833 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -5240299.000000 Penalty: 3161.573975
	Iteration 20F: 3 clusters Score -5240299 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40848 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -5240333.000000 Penalty: 3161.573975
	Iteration 21Q: 3 clusters Score -5240333 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40854 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -5240342.500000 Penalty: 3161.573975
	Iteration 22Q: 3 clusters Score -5240342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40861 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -5240355.000000 Penalty: 3161.573975
	Iteration 23Q: 3 clusters Score -5240355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40863 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -5240364.000000 Penalty: 3161.573975
	Iteration 24Q: 3 clusters Score -5240364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40866 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -5240370.500000 Penalty: 3161.573975
	Iteration 25Q: 3 clusters Score -5240370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40866 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -5240381.000000 Penalty: 3161.573975
	Iteration 26Q: 3 clusters Score -5240381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40864 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -5240382.500000 Penalty: 3161.573975
	Iteration 27Q: 3 clusters Score -5240382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40863 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -5240380.500000 Penalty: 3161.573975
	Iteration 28Q: 3 clusters Score -5240380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40863 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -5240380.500000 Penalty: 3161.573975
	Iteration 29F: 3 clusters Score -5240380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (21726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21726 members 
Entering Unmasked Estep 
Score: -2760736.000000 Penalty: 1485.956299
	Iteration 0F: 2 clusters Score -2760736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -2746449.250000 Penalty: 2971.912598
	Iteration 0F: 3 clusters Score -2746449 nChanged 9583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -2751634.250000 Penalty: 2971.912598
	Iteration 1F: 3 clusters Score -2751634 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -2752060.250000 Penalty: 2971.912598
	Iteration 2F: 3 clusters Score -2752060 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -2752350.500000 Penalty: 2971.912598
	Iteration 3Q: 3 clusters Score -2752350 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -2752596.000000 Penalty: 2971.912598
	Iteration 4Q: 3 clusters Score -2752596 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -2752813.500000 Penalty: 2971.912598
	Iteration 5Q: 3 clusters Score -2752814 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -2753030.750000 Penalty: 2971.912598
	Iteration 6Q: 3 clusters Score -2753031 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -2753224.250000 Penalty: 2971.912598
	Iteration 7Q: 3 clusters Score -2753224 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -2753447.000000 Penalty: 2971.912598
	Iteration 8Q: 3 clusters Score -2753447 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -2753666.000000 Penalty: 2971.912598
	Iteration 9Q: 3 clusters Score -2753666 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -2753907.500000 Penalty: 2971.912598
	Iteration 10Q: 3 clusters Score -2753908 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -2754171.500000 Penalty: 2971.912598
	Iteration 11Q: 3 clusters Score -2754172 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -2754416.000000 Penalty: 2971.912598
	Iteration 12Q: 3 clusters Score -2754416 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -2754735.250000 Penalty: 2971.912598
	Iteration 13Q: 3 clusters Score -2754735 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -2755057.250000 Penalty: 2971.912598
	Iteration 14Q: 3 clusters Score -2755057 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -2755391.250000 Penalty: 2971.912598
	Iteration 15Q: 3 clusters Score -2755391 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -2755734.250000 Penalty: 2971.912598
	Iteration 16Q: 3 clusters Score -2755734 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -2756088.000000 Penalty: 2971.912598
	Iteration 17Q: 3 clusters Score -2756088 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -2756452.000000 Penalty: 2971.912598
	Iteration 18Q: 3 clusters Score -2756452 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -2756798.750000 Penalty: 2971.912598
	Iteration 19Q: 3 clusters Score -2756799 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -2757175.500000 Penalty: 2971.912598
	Iteration 20F: 3 clusters Score -2757176 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -2757566.250000 Penalty: 2971.912598
	Iteration 21Q: 3 clusters Score -2757566 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -2757946.000000 Penalty: 2971.912598
	Iteration 22Q: 3 clusters Score -2757946 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -2758297.000000 Penalty: 2971.912598
	Iteration 23Q: 3 clusters Score -2758297 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -2758592.750000 Penalty: 2971.912598
	Iteration 24Q: 3 clusters Score -2758593 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -2758814.750000 Penalty: 2971.912598
	Iteration 25Q: 3 clusters Score -2758815 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 19728 members 
Entering Unmasked Estep 
Score: -2759008.250000 Penalty: 2971.912598
	Iteration 26Q: 3 clusters Score -2759008 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -2759179.000000 Penalty: 2971.912598
	Iteration 27Q: 3 clusters Score -2759179 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -2759302.750000 Penalty: 2971.912598
	Iteration 28Q: 3 clusters Score -2759303 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -2759382.000000 Penalty: 2971.912598
	Iteration 29Q: 3 clusters Score -2759382 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -2759454.250000 Penalty: 2971.912598
	Iteration 30Q: 3 clusters Score -2759454 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -2759490.250000 Penalty: 2971.912598
	Iteration 31Q: 3 clusters Score -2759490 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -2759539.000000 Penalty: 2971.912598
	Iteration 32Q: 3 clusters Score -2759539 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -2759576.000000 Penalty: 2971.912598
	Iteration 33Q: 3 clusters Score -2759576 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -2759608.500000 Penalty: 2971.912598
	Iteration 34Q: 3 clusters Score -2759608 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -2759625.500000 Penalty: 2971.912598
	Iteration 35Q: 3 clusters Score -2759626 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -2759640.250000 Penalty: 2971.912598
	Iteration 36Q: 3 clusters Score -2759640 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 20834 members 
Entering Unmasked Estep 
Score: -2759660.500000 Penalty: 2971.912598
	Iteration 37Q: 3 clusters Score -2759660 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -2759676.750000 Penalty: 2971.912598
	Iteration 38Q: 3 clusters Score -2759677 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -2759684.500000 Penalty: 2971.912598
	Iteration 39Q: 3 clusters Score -2759684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -2759686.250000 Penalty: 2971.912598
	Iteration 40F: 3 clusters Score -2759686 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 20900 members 
Entering Unmasked Estep 
Score: -2759693.250000 Penalty: 2971.912598
	Iteration 41Q: 3 clusters Score -2759693 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -2759700.500000 Penalty: 2971.912598
	Iteration 42Q: 3 clusters Score -2759700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -2759703.750000 Penalty: 2971.912598
	Iteration 43Q: 3 clusters Score -2759704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 20922 members 
Entering Unmasked Estep 
Score: -2759708.000000 Penalty: 2971.912598
	Iteration 44Q: 3 clusters Score -2759708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -2759715.500000 Penalty: 2971.912598
	Iteration 45Q: 3 clusters Score -2759716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 20935 members 
Entering Unmasked Estep 
Score: -2759716.250000 Penalty: 2971.912598
	Iteration 46Q: 3 clusters Score -2759716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -2759723.500000 Penalty: 2971.912598
	Iteration 47Q: 3 clusters Score -2759724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -2759731.250000 Penalty: 2971.912598
	Iteration 48Q: 3 clusters Score -2759731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
Score: -2759729.500000 Penalty: 2971.912598
	Iteration 49Q: 3 clusters Score -2759730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -2759733.500000 Penalty: 2971.912598
	Iteration 50Q: 3 clusters Score -2759734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -2759735.750000 Penalty: 2971.912598
	Iteration 51Q: 3 clusters Score -2759736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -2759737.750000 Penalty: 2971.912598
	Iteration 52Q: 3 clusters Score -2759738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -2759744.500000 Penalty: 2971.912598
	Iteration 53Q: 3 clusters Score -2759744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 20971 members 
Entering Unmasked Estep 
Score: -2759744.750000 Penalty: 2971.912598
	Iteration 54Q: 3 clusters Score -2759745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -2759747.750000 Penalty: 2971.912598
	Iteration 55Q: 3 clusters Score -2759748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -2759755.000000 Penalty: 2971.912598
	Iteration 56Q: 3 clusters Score -2759755 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -2759758.750000 Penalty: 2971.912598
	Iteration 57Q: 3 clusters Score -2759759 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 20993 members 
Entering Unmasked Estep 
Score: -2759762.750000 Penalty: 2971.912598
	Iteration 58Q: 3 clusters Score -2759763 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -2759771.500000 Penalty: 2971.912598
	Iteration 59Q: 3 clusters Score -2759772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 21013 members 
Entering Unmasked Estep 
Score: -2759777.250000 Penalty: 2971.912598
	Iteration 60F: 3 clusters Score -2759777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 21017 members 
Entering Unmasked Estep 
Score: -2759776.250000 Penalty: 2971.912598
	Iteration 61Q: 3 clusters Score -2759776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 21021 members 
Entering Unmasked Estep 
Score: -2759787.250000 Penalty: 2971.912598
	Iteration 62Q: 3 clusters Score -2759787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -2759788.750000 Penalty: 2971.912598
	Iteration 63Q: 3 clusters Score -2759789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -2759786.500000 Penalty: 2971.912598
	Iteration 64Q: 3 clusters Score -2759786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -2759786.500000 Penalty: 2971.912598
	Iteration 65F: 3 clusters Score -2759786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Entering Unmasked Estep 
Score: -19590.000000 Penalty: 842.130920
	Iteration 0F: 2 clusters Score -19590 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 143 members 
Entering Unmasked Estep 
Score: -18964.757812 Penalty: 1684.261841
	Iteration 0F: 3 clusters Score -18964.76 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -19275.906250 Penalty: 1684.261841
	Iteration 1F: 3 clusters Score -19275.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -19408.261719 Penalty: 1684.261841
	Iteration 2F: 3 clusters Score -19408.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -19428.333984 Penalty: 1684.261841
	Iteration 3Q: 3 clusters Score -19428.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -19428.333984 Penalty: 1684.261841
	Iteration 4F: 3 clusters Score -19428.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Entering Unmasked Estep 
Score: -761238.937500 Penalty: 1302.619141
	Iteration 0F: 2 clusters Score -761238.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -756728.562500 Penalty: 2605.238281
	Iteration 0F: 3 clusters Score -756728.6 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -758123.062500 Penalty: 2605.238281
	Iteration 1F: 3 clusters Score -758123.1 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -758380.250000 Penalty: 2605.238281
	Iteration 2F: 3 clusters Score -758380.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -758542.250000 Penalty: 2605.238281
	Iteration 3Q: 3 clusters Score -758542.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -758661.687500 Penalty: 2605.238281
	Iteration 4Q: 3 clusters Score -758661.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -758745.937500 Penalty: 2605.238281
	Iteration 5Q: 3 clusters Score -758745.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -758822.812500 Penalty: 2605.238281
	Iteration 6Q: 3 clusters Score -758822.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -758883.687500 Penalty: 2605.238281
	Iteration 7Q: 3 clusters Score -758883.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -758965.687500 Penalty: 2605.238281
	Iteration 8Q: 3 clusters Score -758965.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -759050.500000 Penalty: 2605.238281
	Iteration 9Q: 3 clusters Score -759050.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -759138.562500 Penalty: 2605.238281
	Iteration 10Q: 3 clusters Score -759138.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -759230.687500 Penalty: 2605.238281
	Iteration 11Q: 3 clusters Score -759230.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -759327.500000 Penalty: 2605.238281
	Iteration 12Q: 3 clusters Score -759327.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -759417.500000 Penalty: 2605.238281
	Iteration 13Q: 3 clusters Score -759417.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -759513.937500 Penalty: 2605.238281
	Iteration 14Q: 3 clusters Score -759513.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -759605.625000 Penalty: 2605.238281
	Iteration 15Q: 3 clusters Score -759605.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -759696.937500 Penalty: 2605.238281
	Iteration 16Q: 3 clusters Score -759696.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -759778.375000 Penalty: 2605.238281
	Iteration 17Q: 3 clusters Score -759778.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -759842.812500 Penalty: 2605.238281
	Iteration 18Q: 3 clusters Score -759842.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -759894.187500 Penalty: 2605.238281
	Iteration 19Q: 3 clusters Score -759894.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -759943.625000 Penalty: 2605.238281
	Iteration 20F: 3 clusters Score -759943.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -759997.875000 Penalty: 2605.238281
	Iteration 21Q: 3 clusters Score -759997.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -760043.687500 Penalty: 2605.238281
	Iteration 22Q: 3 clusters Score -760043.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -760086.875000 Penalty: 2605.238281
	Iteration 23Q: 3 clusters Score -760086.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -760125.937500 Penalty: 2605.238281
	Iteration 24Q: 3 clusters Score -760125.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -760166.625000 Penalty: 2605.238281
	Iteration 25Q: 3 clusters Score -760166.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -760207.375000 Penalty: 2605.238281
	Iteration 26Q: 3 clusters Score -760207.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -760230.062500 Penalty: 2605.238281
	Iteration 27Q: 3 clusters Score -760230.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -760242.625000 Penalty: 2605.238281
	Iteration 28Q: 3 clusters Score -760242.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -760250.812500 Penalty: 2605.238281
	Iteration 29Q: 3 clusters Score -760250.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -760258.500000 Penalty: 2605.238281
	Iteration 30Q: 3 clusters Score -760258.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -760267.812500 Penalty: 2605.238281
	Iteration 31Q: 3 clusters Score -760267.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -760275.812500 Penalty: 2605.238281
	Iteration 32Q: 3 clusters Score -760275.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -760279.937500 Penalty: 2605.238281
	Iteration 33Q: 3 clusters Score -760279.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -760281.125000 Penalty: 2605.238281
	Iteration 34Q: 3 clusters Score -760281.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -760281.500000 Penalty: 2605.238281
	Iteration 35Q: 3 clusters Score -760281.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -760281.500000 Penalty: 2605.238281
	Iteration 36Q: 3 clusters Score -760281.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -760281.500000 Penalty: 2605.238281
	Iteration 37F: 3 clusters Score -760281.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -4347119.000000 Penalty: 1557.956177
	Iteration 0F: 2 clusters Score -4347119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -4324163.500000 Penalty: 3115.912354
	Iteration 0F: 3 clusters Score -4324164 nChanged 16017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -4333052.000000 Penalty: 3115.912354
	Iteration 1F: 3 clusters Score -4333052 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -4333640.000000 Penalty: 3115.912354
	Iteration 2Q: 3 clusters Score -4333640 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -4334264.000000 Penalty: 3115.912354
	Iteration 3Q: 3 clusters Score -4334264 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -4334970.000000 Penalty: 3115.912354
	Iteration 4Q: 3 clusters Score -4334970 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22468 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -4335914.000000 Penalty: 3115.912354
	Iteration 5F: 3 clusters Score -4335914 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24261 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -4337179.000000 Penalty: 3115.912354
	Iteration 6F: 3 clusters Score -4337179 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26330 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -4338697.000000 Penalty: 3115.912354
	Iteration 7F: 3 clusters Score -4338697 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28497 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -4340473.500000 Penalty: 3115.912354
	Iteration 8F: 3 clusters Score -4340474 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30534 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -4342204.000000 Penalty: 3115.912354
	Iteration 9F: 3 clusters Score -4342204 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32187 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -4343668.000000 Penalty: 3115.912354
	Iteration 10Q: 3 clusters Score -4343668 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33270 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -4344608.500000 Penalty: 3115.912354
	Iteration 11Q: 3 clusters Score -4344608 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33911 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -4345192.000000 Penalty: 3115.912354
	Iteration 12Q: 3 clusters Score -4345192 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34245 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -4345493.500000 Penalty: 3115.912354
	Iteration 13Q: 3 clusters Score -4345494 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34402 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -4345663.000000 Penalty: 3115.912354
	Iteration 14Q: 3 clusters Score -4345663 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34512 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -4345775.500000 Penalty: 3115.912354
	Iteration 15Q: 3 clusters Score -4345776 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34574 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -4345845.500000 Penalty: 3115.912354
	Iteration 16Q: 3 clusters Score -4345846 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34612 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -4345883.000000 Penalty: 3115.912354
	Iteration 17Q: 3 clusters Score -4345883 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34640 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -4345916.000000 Penalty: 3115.912354
	Iteration 18Q: 3 clusters Score -4345916 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34658 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -4345939.500000 Penalty: 3115.912354
	Iteration 19Q: 3 clusters Score -4345940 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34670 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -4345957.000000 Penalty: 3115.912354
	Iteration 20F: 3 clusters Score -4345957 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34673 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -4345964.500000 Penalty: 3115.912354
	Iteration 21Q: 3 clusters Score -4345964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34678 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -4345962.500000 Penalty: 3115.912354
	Iteration 22Q: 3 clusters Score -4345962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34682 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -4345975.000000 Penalty: 3115.912354
	Iteration 23Q: 3 clusters Score -4345975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34686 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -4345978.000000 Penalty: 3115.912354
	Iteration 24Q: 3 clusters Score -4345978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34690 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -4345982.500000 Penalty: 3115.912354
	Iteration 25Q: 3 clusters Score -4345982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34690 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -4345989.000000 Penalty: 3115.912354
	Iteration 26Q: 3 clusters Score -4345989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34692 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -4345987.000000 Penalty: 3115.912354
	Iteration 27Q: 3 clusters Score -4345987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34694 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -4345996.000000 Penalty: 3115.912354
	Iteration 28Q: 3 clusters Score -4345996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34697 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -4346001.000000 Penalty: 3115.912354
	Iteration 29Q: 3 clusters Score -4346001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34697 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -4346000.500000 Penalty: 3115.912354
	Iteration 30Q: 3 clusters Score -4346000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34697 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -4346000.500000 Penalty: 3115.912354
	Iteration 31F: 3 clusters Score -4346000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -230828.140625 Penalty: 1141.359863
	Iteration 0F: 2 clusters Score -230828.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -228877.921875 Penalty: 2282.719727
	Iteration 0F: 3 clusters Score -228877.9 nChanged 714
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: -229433.531250 Penalty: 2282.719727
	Iteration 1F: 3 clusters Score -229433.5 nChanged 172
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: -229585.921875 Penalty: 2282.719727
	Iteration 2F: 3 clusters Score -229585.9 nChanged 92
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: -229657.843750 Penalty: 2282.719727
	Iteration 3Q: 3 clusters Score -229657.8 nChanged 68
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: -229709.875000 Penalty: 2282.719727
	Iteration 4Q: 3 clusters Score -229709.9 nChanged 54
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: -229753.953125 Penalty: 2282.719727
	Iteration 5Q: 3 clusters Score -229754 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -229776.546875 Penalty: 2282.719727
	Iteration 6Q: 3 clusters Score -229776.5 nChanged 27
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: -229794.843750 Penalty: 2282.719727
	Iteration 7Q: 3 clusters Score -229794.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -229808.843750 Penalty: 2282.719727
	Iteration 8Q: 3 clusters Score -229808.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -229812.968750 Penalty: 2282.719727
	Iteration 9Q: 3 clusters Score -229813 nChanged 5
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: -229817.484375 Penalty: 2282.719727
	Iteration 10Q: 3 clusters Score -229817.5 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: -229818.750000 Penalty: 2282.719727
	Iteration 11Q: 3 clusters Score -229818.8 nChanged 0
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: -229818.750000 Penalty: 2282.719727
	Iteration 12F: 3 clusters Score -229818.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Entering Unmasked Estep 
Score: -718538.125000 Penalty: 1286.148926
	Iteration 0F: 2 clusters Score -718538.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -714496.437500 Penalty: 2572.297852
	Iteration 0F: 3 clusters Score -714496.4 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -715700.562500 Penalty: 2572.297852
	Iteration 1F: 3 clusters Score -715700.6 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -715921.375000 Penalty: 2572.297852
	Iteration 2F: 3 clusters Score -715921.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -716053.250000 Penalty: 2572.297852
	Iteration 3Q: 3 clusters Score -716053.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -716147.375000 Penalty: 2572.297852
	Iteration 4Q: 3 clusters Score -716147.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -716215.375000 Penalty: 2572.297852
	Iteration 5Q: 3 clusters Score -716215.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -716273.875000 Penalty: 2572.297852
	Iteration 6Q: 3 clusters Score -716273.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -716327.062500 Penalty: 2572.297852
	Iteration 7Q: 3 clusters Score -716327.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -716374.312500 Penalty: 2572.297852
	Iteration 8Q: 3 clusters Score -716374.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -716411.875000 Penalty: 2572.297852
	Iteration 9Q: 3 clusters Score -716411.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -716450.562500 Penalty: 2572.297852
	Iteration 10Q: 3 clusters Score -716450.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -716481.250000 Penalty: 2572.297852
	Iteration 11Q: 3 clusters Score -716481.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -716510.875000 Penalty: 2572.297852
	Iteration 12Q: 3 clusters Score -716510.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -716545.125000 Penalty: 2572.297852
	Iteration 13Q: 3 clusters Score -716545.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -716572.125000 Penalty: 2572.297852
	Iteration 14Q: 3 clusters Score -716572.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -716598.250000 Penalty: 2572.297852
	Iteration 15Q: 3 clusters Score -716598.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -716627.125000 Penalty: 2572.297852
	Iteration 16Q: 3 clusters Score -716627.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -716660.437500 Penalty: 2572.297852
	Iteration 17Q: 3 clusters Score -716660.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -716696.562500 Penalty: 2572.297852
	Iteration 18Q: 3 clusters Score -716696.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -716733.562500 Penalty: 2572.297852
	Iteration 19Q: 3 clusters Score -716733.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -716773.750000 Penalty: 2572.297852
	Iteration 20F: 3 clusters Score -716773.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -716821.062500 Penalty: 2572.297852
	Iteration 21Q: 3 clusters Score -716821.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -716879.937500 Penalty: 2572.297852
	Iteration 22Q: 3 clusters Score -716879.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -716952.125000 Penalty: 2572.297852
	Iteration 23Q: 3 clusters Score -716952.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -717027.312500 Penalty: 2572.297852
	Iteration 24Q: 3 clusters Score -717027.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -717088.937500 Penalty: 2572.297852
	Iteration 25Q: 3 clusters Score -717088.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -717139.375000 Penalty: 2572.297852
	Iteration 26Q: 3 clusters Score -717139.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -717182.062500 Penalty: 2572.297852
	Iteration 27Q: 3 clusters Score -717182.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -717227.312500 Penalty: 2572.297852
	Iteration 28Q: 3 clusters Score -717227.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -717277.437500 Penalty: 2572.297852
	Iteration 29Q: 3 clusters Score -717277.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -717318.875000 Penalty: 2572.297852
	Iteration 30Q: 3 clusters Score -717318.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -717356.062500 Penalty: 2572.297852
	Iteration 31Q: 3 clusters Score -717356.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -717390.187500 Penalty: 2572.297852
	Iteration 32Q: 3 clusters Score -717390.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -717427.937500 Penalty: 2572.297852
	Iteration 33Q: 3 clusters Score -717427.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -717454.625000 Penalty: 2572.297852
	Iteration 34Q: 3 clusters Score -717454.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -717467.937500 Penalty: 2572.297852
	Iteration 35Q: 3 clusters Score -717467.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -717480.750000 Penalty: 2572.297852
	Iteration 36Q: 3 clusters Score -717480.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -717491.000000 Penalty: 2572.297852
	Iteration 37Q: 3 clusters Score -717491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -717493.250000 Penalty: 2572.297852
	Iteration 38Q: 3 clusters Score -717493.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -717496.625000 Penalty: 2572.297852
	Iteration 39Q: 3 clusters Score -717496.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -717498.125000 Penalty: 2572.297852
	Iteration 40F: 3 clusters Score -717498.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (67616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67616 members 
Entering Unmasked Estep 
Score: -8429505.000000 Penalty: 1654.894165
	Iteration 0F: 2 clusters Score -8429505 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33947 members 
Mstep: Class 2 contains 33669 members 
Entering Unmasked Estep 
Score: -8387596.500000 Penalty: 3309.788330
	Iteration 0F: 3 clusters Score -8387596 nChanged 31587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34936 members 
Mstep: Class 2 contains 32680 members 
Entering Unmasked Estep 
Score: -8405249.000000 Penalty: 3309.788330
	Iteration 1F: 3 clusters Score -8405249 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35854 members 
Mstep: Class 2 contains 31762 members 
Entering Unmasked Estep 
Score: -8405948.000000 Penalty: 3309.788330
	Iteration 2Q: 3 clusters Score -8405948 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37070 members 
Mstep: Class 2 contains 30546 members 
Entering Unmasked Estep 
Score: -8406440.000000 Penalty: 3309.788330
	Iteration 3Q: 3 clusters Score -8406440 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38807 members 
Mstep: Class 2 contains 28809 members 
Entering Unmasked Estep 
Score: -8407200.000000 Penalty: 3309.788330
	Iteration 4Q: 3 clusters Score -8407200 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41278 members 
Mstep: Class 2 contains 26338 members 
Entering Unmasked Estep 
Score: -8408271.000000 Penalty: 3309.788330
	Iteration 5Q: 3 clusters Score -8408271 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44592 members 
Mstep: Class 2 contains 23024 members 
Entering Unmasked Estep 
Score: -8409754.000000 Penalty: 3309.788330
	Iteration 6F: 3 clusters Score -8409754 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48933 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
Score: -8412176.000000 Penalty: 3309.788330
	Iteration 7F: 3 clusters Score -8412176 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54056 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -8415702.000000 Penalty: 3309.788330
	Iteration 8F: 3 clusters Score -8415702 nChanged 5185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59239 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -8419967.000000 Penalty: 3309.788330
	Iteration 9F: 3 clusters Score -8419967 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63207 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -8423617.000000 Penalty: 3309.788330
	Iteration 10F: 3 clusters Score -8423617 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65556 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -8425998.000000 Penalty: 3309.788330
	Iteration 11Q: 3 clusters Score -8425998 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66633 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -8427151.000000 Penalty: 3309.788330
	Iteration 12Q: 3 clusters Score -8427151 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67038 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -8427660.000000 Penalty: 3309.788330
	Iteration 13Q: 3 clusters Score -8427660 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67188 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -8427858.000000 Penalty: 3309.788330
	Iteration 14Q: 3 clusters Score -8427858 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67248 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -8427941.000000 Penalty: 3309.788330
	Iteration 15Q: 3 clusters Score -8427941 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67289 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -8428006.000000 Penalty: 3309.788330
	Iteration 16Q: 3 clusters Score -8428006 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67300 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -8428046.000000 Penalty: 3309.788330
	Iteration 17Q: 3 clusters Score -8428046 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67310 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -8428076.000000 Penalty: 3309.788330
	Iteration 18Q: 3 clusters Score -8428076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67315 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -8428083.000000 Penalty: 3309.788330
	Iteration 19Q: 3 clusters Score -8428083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67318 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -8428091.000000 Penalty: 3309.788330
	Iteration 20F: 3 clusters Score -8428091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67322 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -8428095.000000 Penalty: 3309.788330
	Iteration 21Q: 3 clusters Score -8428095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67323 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -8428098.000000 Penalty: 3309.788330
	Iteration 22Q: 3 clusters Score -8428098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67323 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -8428098.000000 Penalty: 3309.788330
	Iteration 23F: 3 clusters Score -8428098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Entering Unmasked Estep 
Score: -1266010.000000 Penalty: 1376.806152
	Iteration 0F: 2 clusters Score -1266010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1258922.125000 Penalty: 2753.612305
	Iteration 0F: 3 clusters Score -1258922 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1261262.000000 Penalty: 2753.612305
	Iteration 1F: 3 clusters Score -1261262 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1261578.500000 Penalty: 2753.612305
	Iteration 2F: 3 clusters Score -1261578 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1261835.625000 Penalty: 2753.612305
	Iteration 3F: 3 clusters Score -1261836 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1262056.875000 Penalty: 2753.612305
	Iteration 4Q: 3 clusters Score -1262057 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1262261.000000 Penalty: 2753.612305
	Iteration 5Q: 3 clusters Score -1262261 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1262435.000000 Penalty: 2753.612305
	Iteration 6Q: 3 clusters Score -1262435 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1262612.500000 Penalty: 2753.612305
	Iteration 7Q: 3 clusters Score -1262612 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1262783.875000 Penalty: 2753.612305
	Iteration 8Q: 3 clusters Score -1262784 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1262967.375000 Penalty: 2753.612305
	Iteration 9Q: 3 clusters Score -1262967 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1263165.625000 Penalty: 2753.612305
	Iteration 10Q: 3 clusters Score -1263166 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1263385.500000 Penalty: 2753.612305
	Iteration 11Q: 3 clusters Score -1263386 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1263598.875000 Penalty: 2753.612305
	Iteration 12Q: 3 clusters Score -1263599 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1263800.375000 Penalty: 2753.612305
	Iteration 13Q: 3 clusters Score -1263800 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1263974.375000 Penalty: 2753.612305
	Iteration 14Q: 3 clusters Score -1263974 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1264129.125000 Penalty: 2753.612305
	Iteration 15Q: 3 clusters Score -1264129 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1264270.750000 Penalty: 2753.612305
	Iteration 16Q: 3 clusters Score -1264271 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1264410.500000 Penalty: 2753.612305
	Iteration 17Q: 3 clusters Score -1264410 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1264528.250000 Penalty: 2753.612305
	Iteration 18Q: 3 clusters Score -1264528 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1264631.250000 Penalty: 2753.612305
	Iteration 19Q: 3 clusters Score -1264631 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1264704.750000 Penalty: 2753.612305
	Iteration 20F: 3 clusters Score -1264705 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1264782.875000 Penalty: 2753.612305
	Iteration 21Q: 3 clusters Score -1264783 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1264857.250000 Penalty: 2753.612305
	Iteration 22Q: 3 clusters Score -1264857 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1264924.500000 Penalty: 2753.612305
	Iteration 23Q: 3 clusters Score -1264924 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1264987.250000 Penalty: 2753.612305
	Iteration 24Q: 3 clusters Score -1264987 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1265060.750000 Penalty: 2753.612305
	Iteration 25Q: 3 clusters Score -1265061 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1265147.875000 Penalty: 2753.612305
	Iteration 26Q: 3 clusters Score -1265148 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1265225.250000 Penalty: 2753.612305
	Iteration 27Q: 3 clusters Score -1265225 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1265293.750000 Penalty: 2753.612305
	Iteration 28Q: 3 clusters Score -1265294 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1265343.125000 Penalty: 2753.612305
	Iteration 29Q: 3 clusters Score -1265343 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1265372.250000 Penalty: 2753.612305
	Iteration 30Q: 3 clusters Score -1265372 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1265396.625000 Penalty: 2753.612305
	Iteration 31Q: 3 clusters Score -1265397 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1265401.375000 Penalty: 2753.612305
	Iteration 32Q: 3 clusters Score -1265401 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1265409.250000 Penalty: 2753.612305
	Iteration 33Q: 3 clusters Score -1265409 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1265417.000000 Penalty: 2753.612305
	Iteration 34Q: 3 clusters Score -1265417 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1265424.625000 Penalty: 2753.612305
	Iteration 35Q: 3 clusters Score -1265425 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1265424.750000 Penalty: 2753.612305
	Iteration 36Q: 3 clusters Score -1265425 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1265427.875000 Penalty: 2753.612305
	Iteration 37Q: 3 clusters Score -1265428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1265430.125000 Penalty: 2753.612305
	Iteration 38Q: 3 clusters Score -1265430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1265432.000000 Penalty: 2753.612305
	Iteration 39Q: 3 clusters Score -1265432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1265439.500000 Penalty: 2753.612305
	Iteration 40F: 3 clusters Score -1265440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1265439.375000 Penalty: 2753.612305
	Iteration 41Q: 3 clusters Score -1265439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1265438.750000 Penalty: 2753.612305
	Iteration 42Q: 3 clusters Score -1265439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1265441.125000 Penalty: 2753.612305
	Iteration 43Q: 3 clusters Score -1265441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1265442.125000 Penalty: 2753.612305
	Iteration 44Q: 3 clusters Score -1265442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1265444.875000 Penalty: 2753.612305
	Iteration 45Q: 3 clusters Score -1265445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1265443.625000 Penalty: 2753.612305
	Iteration 46Q: 3 clusters Score -1265444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1265441.875000 Penalty: 2753.612305
	Iteration 47Q: 3 clusters Score -1265442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1265441.875000 Penalty: 2753.612305
	Iteration 48F: 3 clusters Score -1265442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Entering Unmasked Estep 
Score: -1492693.500000 Penalty: 1396.132568
	Iteration 0F: 2 clusters Score -1492694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1484704.625000 Penalty: 2792.265137
	Iteration 0F: 3 clusters Score -1484705 nChanged 5059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1487310.125000 Penalty: 2792.265137
	Iteration 1F: 3 clusters Score -1487310 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1487642.875000 Penalty: 2792.265137
	Iteration 2F: 3 clusters Score -1487643 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1487926.875000 Penalty: 2792.265137
	Iteration 3F: 3 clusters Score -1487927 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1488182.625000 Penalty: 2792.265137
	Iteration 4Q: 3 clusters Score -1488183 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1488415.625000 Penalty: 2792.265137
	Iteration 5Q: 3 clusters Score -1488416 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1488686.625000 Penalty: 2792.265137
	Iteration 6Q: 3 clusters Score -1488687 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1489008.250000 Penalty: 2792.265137
	Iteration 7Q: 3 clusters Score -1489008 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1489371.750000 Penalty: 2792.265137
	Iteration 8Q: 3 clusters Score -1489372 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1489802.125000 Penalty: 2792.265137
	Iteration 9Q: 3 clusters Score -1489802 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -1490244.500000 Penalty: 2792.265137
	Iteration 10Q: 3 clusters Score -1490244 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -1490628.000000 Penalty: 2792.265137
	Iteration 11Q: 3 clusters Score -1490628 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1490935.000000 Penalty: 2792.265137
	Iteration 12Q: 3 clusters Score -1490935 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -1491169.250000 Penalty: 2792.265137
	Iteration 13Q: 3 clusters Score -1491169 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -1491303.625000 Penalty: 2792.265137
	Iteration 14Q: 3 clusters Score -1491304 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -1491398.500000 Penalty: 2792.265137
	Iteration 15Q: 3 clusters Score -1491398 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -1491460.875000 Penalty: 2792.265137
	Iteration 16Q: 3 clusters Score -1491461 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -1491508.000000 Penalty: 2792.265137
	Iteration 17Q: 3 clusters Score -1491508 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -1491535.875000 Penalty: 2792.265137
	Iteration 18Q: 3 clusters Score -1491536 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -1491554.875000 Penalty: 2792.265137
	Iteration 19Q: 3 clusters Score -1491555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -1491557.875000 Penalty: 2792.265137
	Iteration 20F: 3 clusters Score -1491558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -1491563.375000 Penalty: 2792.265137
	Iteration 21Q: 3 clusters Score -1491563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -1491566.000000 Penalty: 2792.265137
	Iteration 22Q: 3 clusters Score -1491566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -1491569.375000 Penalty: 2792.265137
	Iteration 23Q: 3 clusters Score -1491569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -1491573.125000 Penalty: 2792.265137
	Iteration 24Q: 3 clusters Score -1491573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -1491573.875000 Penalty: 2792.265137
	Iteration 25Q: 3 clusters Score -1491574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -1491581.125000 Penalty: 2792.265137
	Iteration 26Q: 3 clusters Score -1491581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -1491586.375000 Penalty: 2792.265137
	Iteration 27Q: 3 clusters Score -1491586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -1491586.875000 Penalty: 2792.265137
	Iteration 28Q: 3 clusters Score -1491587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -1491590.000000 Penalty: 2792.265137
	Iteration 29Q: 3 clusters Score -1491590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -1491590.000000 Penalty: 2792.265137
	Iteration 30F: 3 clusters Score -1491590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Entering Unmasked Estep 
Score: -455398.156250 Penalty: 1231.148438
	Iteration 0F: 2 clusters Score -455398.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -452362.500000 Penalty: 2462.296875
	Iteration 0F: 3 clusters Score -452362.5 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -453186.156250 Penalty: 2462.296875
	Iteration 1F: 3 clusters Score -453186.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -453349.250000 Penalty: 2462.296875
	Iteration 2F: 3 clusters Score -453349.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -453458.562500 Penalty: 2462.296875
	Iteration 3Q: 3 clusters Score -453458.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -453533.062500 Penalty: 2462.296875
	Iteration 4Q: 3 clusters Score -453533.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -453611.156250 Penalty: 2462.296875
	Iteration 5Q: 3 clusters Score -453611.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -453673.218750 Penalty: 2462.296875
	Iteration 6Q: 3 clusters Score -453673.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -453726.906250 Penalty: 2462.296875
	Iteration 7Q: 3 clusters Score -453726.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -453774.531250 Penalty: 2462.296875
	Iteration 8Q: 3 clusters Score -453774.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -453825.031250 Penalty: 2462.296875
	Iteration 9Q: 3 clusters Score -453825 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -453869.875000 Penalty: 2462.296875
	Iteration 10Q: 3 clusters Score -453869.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -453910.000000 Penalty: 2462.296875
	Iteration 11Q: 3 clusters Score -453910 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -453946.062500 Penalty: 2462.296875
	Iteration 12Q: 3 clusters Score -453946.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -453969.875000 Penalty: 2462.296875
	Iteration 13Q: 3 clusters Score -453969.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -453988.281250 Penalty: 2462.296875
	Iteration 14Q: 3 clusters Score -453988.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -453999.937500 Penalty: 2462.296875
	Iteration 15Q: 3 clusters Score -453999.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -454013.250000 Penalty: 2462.296875
	Iteration 16Q: 3 clusters Score -454013.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -454033.437500 Penalty: 2462.296875
	Iteration 17Q: 3 clusters Score -454033.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -454051.468750 Penalty: 2462.296875
	Iteration 18Q: 3 clusters Score -454051.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -454065.156250 Penalty: 2462.296875
	Iteration 19Q: 3 clusters Score -454065.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -454085.312500 Penalty: 2462.296875
	Iteration 20F: 3 clusters Score -454085.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -454100.687500 Penalty: 2462.296875
	Iteration 21Q: 3 clusters Score -454100.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -454110.468750 Penalty: 2462.296875
	Iteration 22Q: 3 clusters Score -454110.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -454120.468750 Penalty: 2462.296875
	Iteration 23Q: 3 clusters Score -454120.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -454126.343750 Penalty: 2462.296875
	Iteration 24Q: 3 clusters Score -454126.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -454132.625000 Penalty: 2462.296875
	Iteration 25Q: 3 clusters Score -454132.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -454138.406250 Penalty: 2462.296875
	Iteration 26Q: 3 clusters Score -454138.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -454144.500000 Penalty: 2462.296875
	Iteration 27Q: 3 clusters Score -454144.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -454150.937500 Penalty: 2462.296875
	Iteration 28Q: 3 clusters Score -454150.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -454159.625000 Penalty: 2462.296875
	Iteration 29Q: 3 clusters Score -454159.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -454170.312500 Penalty: 2462.296875
	Iteration 30Q: 3 clusters Score -454170.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -454181.812500 Penalty: 2462.296875
	Iteration 31Q: 3 clusters Score -454181.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -454189.281250 Penalty: 2462.296875
	Iteration 32Q: 3 clusters Score -454189.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -454198.531250 Penalty: 2462.296875
	Iteration 33Q: 3 clusters Score -454198.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -454208.250000 Penalty: 2462.296875
	Iteration 34Q: 3 clusters Score -454208.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -454216.500000 Penalty: 2462.296875
	Iteration 35Q: 3 clusters Score -454216.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -454225.843750 Penalty: 2462.296875
	Iteration 36Q: 3 clusters Score -454225.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -454243.000000 Penalty: 2462.296875
	Iteration 37Q: 3 clusters Score -454243 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -454261.062500 Penalty: 2462.296875
	Iteration 38Q: 3 clusters Score -454261.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -454281.750000 Penalty: 2462.296875
	Iteration 39Q: 3 clusters Score -454281.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -454310.687500 Penalty: 2462.296875
	Iteration 40F: 3 clusters Score -454310.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -454357.437500 Penalty: 2462.296875
	Iteration 41Q: 3 clusters Score -454357.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -454408.281250 Penalty: 2462.296875
	Iteration 42Q: 3 clusters Score -454408.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -454451.156250 Penalty: 2462.296875
	Iteration 43Q: 3 clusters Score -454451.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -454510.625000 Penalty: 2462.296875
	Iteration 44Q: 3 clusters Score -454510.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -454558.937500 Penalty: 2462.296875
	Iteration 45Q: 3 clusters Score -454558.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -454609.125000 Penalty: 2462.296875
	Iteration 46Q: 3 clusters Score -454609.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -454663.781250 Penalty: 2462.296875
	Iteration 47Q: 3 clusters Score -454663.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -454705.125000 Penalty: 2462.296875
	Iteration 48Q: 3 clusters Score -454705.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -454735.343750 Penalty: 2462.296875
	Iteration 49Q: 3 clusters Score -454735.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -454751.750000 Penalty: 2462.296875
	Iteration 50Q: 3 clusters Score -454751.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -454760.406250 Penalty: 2462.296875
	Iteration 51Q: 3 clusters Score -454760.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -454766.718750 Penalty: 2462.296875
	Iteration 52Q: 3 clusters Score -454766.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -454770.531250 Penalty: 2462.296875
	Iteration 53Q: 3 clusters Score -454770.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -454774.093750 Penalty: 2462.296875
	Iteration 54Q: 3 clusters Score -454774.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -454777.937500 Penalty: 2462.296875
	Iteration 55Q: 3 clusters Score -454777.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -454779.875000 Penalty: 2462.296875
	Iteration 56Q: 3 clusters Score -454779.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -454781.531250 Penalty: 2462.296875
	Iteration 57Q: 3 clusters Score -454781.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -454781.750000 Penalty: 2462.296875
	Iteration 58Q: 3 clusters Score -454781.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -454783.687500 Penalty: 2462.296875
	Iteration 59Q: 3 clusters Score -454783.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -454787.062500 Penalty: 2462.296875
	Iteration 60F: 3 clusters Score -454787.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -454788.031250 Penalty: 2462.296875
	Iteration 61Q: 3 clusters Score -454788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -454788.218750 Penalty: 2462.296875
	Iteration 62Q: 3 clusters Score -454788.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -454790.250000 Penalty: 2462.296875
	Iteration 63Q: 3 clusters Score -454790.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -454791.968750 Penalty: 2462.296875
	Iteration 64Q: 3 clusters Score -454792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -454794.031250 Penalty: 2462.296875
	Iteration 65Q: 3 clusters Score -454794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -454796.468750 Penalty: 2462.296875
	Iteration 66Q: 3 clusters Score -454796.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -454798.687500 Penalty: 2462.296875
	Iteration 67Q: 3 clusters Score -454798.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -454800.156250 Penalty: 2462.296875
	Iteration 68Q: 3 clusters Score -454800.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -454800.156250 Penalty: 2462.296875
	Iteration 69F: 3 clusters Score -454800.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (25734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25734 members 
Entering Unmasked Estep 
Score: -3007184.250000 Penalty: 1511.148560
	Iteration 0F: 2 clusters Score -3007184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -2990320.500000 Penalty: 3022.297119
	Iteration 0F: 3 clusters Score -2990320 nChanged 11666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -2996600.250000 Penalty: 3022.297119
	Iteration 1F: 3 clusters Score -2996600 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -2997057.500000 Penalty: 3022.297119
	Iteration 2Q: 3 clusters Score -2997058 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -2997487.250000 Penalty: 3022.297119
	Iteration 3Q: 3 clusters Score -2997487 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -2997902.000000 Penalty: 3022.297119
	Iteration 4Q: 3 clusters Score -2997902 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -2998268.000000 Penalty: 3022.297119
	Iteration 5Q: 3 clusters Score -2998268 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -2998621.000000 Penalty: 3022.297119
	Iteration 6Q: 3 clusters Score -2998621 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -2999000.000000 Penalty: 3022.297119
	Iteration 7Q: 3 clusters Score -2999000 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -2999389.500000 Penalty: 3022.297119
	Iteration 8Q: 3 clusters Score -2999390 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -2999900.250000 Penalty: 3022.297119
	Iteration 9Q: 3 clusters Score -2999900 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -3000533.500000 Penalty: 3022.297119
	Iteration 10Q: 3 clusters Score -3000534 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -3001284.000000 Penalty: 3022.297119
	Iteration 11Q: 3 clusters Score -3001284 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -3002086.000000 Penalty: 3022.297119
	Iteration 12F: 3 clusters Score -3002086 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -3003055.000000 Penalty: 3022.297119
	Iteration 13F: 3 clusters Score -3003055 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 20896 members 
Entering Unmasked Estep 
Score: -3003994.250000 Penalty: 3022.297119
	Iteration 14Q: 3 clusters Score -3003994 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -3004908.000000 Penalty: 3022.297119
	Iteration 15Q: 3 clusters Score -3004908 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 22762 members 
Entering Unmasked Estep 
Score: -3005651.750000 Penalty: 3022.297119
	Iteration 16Q: 3 clusters Score -3005652 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 23321 members 
Entering Unmasked Estep 
Score: -3006140.250000 Penalty: 3022.297119
	Iteration 17Q: 3 clusters Score -3006140 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 23695 members 
Entering Unmasked Estep 
Score: -3006424.000000 Penalty: 3022.297119
	Iteration 18Q: 3 clusters Score -3006424 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 23920 members 
Entering Unmasked Estep 
Score: -3006556.250000 Penalty: 3022.297119
	Iteration 19Q: 3 clusters Score -3006556 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 24067 members 
Entering Unmasked Estep 
Score: -3006644.500000 Penalty: 3022.297119
	Iteration 20F: 3 clusters Score -3006644 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 24162 members 
Entering Unmasked Estep 
Score: -3006691.750000 Penalty: 3022.297119
	Iteration 21Q: 3 clusters Score -3006692 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 24203 members 
Entering Unmasked Estep 
Score: -3006700.000000 Penalty: 3022.297119
	Iteration 22Q: 3 clusters Score -3006700 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 24233 members 
Entering Unmasked Estep 
Score: -3006717.250000 Penalty: 3022.297119
	Iteration 23Q: 3 clusters Score -3006717 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 24264 members 
Entering Unmasked Estep 
Score: -3006730.000000 Penalty: 3022.297119
	Iteration 24Q: 3 clusters Score -3006730 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 24289 members 
Entering Unmasked Estep 
Score: -3006740.250000 Penalty: 3022.297119
	Iteration 25Q: 3 clusters Score -3006740 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 24313 members 
Entering Unmasked Estep 
Score: -3006746.750000 Penalty: 3022.297119
	Iteration 26Q: 3 clusters Score -3006747 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -3006749.750000 Penalty: 3022.297119
	Iteration 27Q: 3 clusters Score -3006750 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 24354 members 
Entering Unmasked Estep 
Score: -3006756.250000 Penalty: 3022.297119
	Iteration 28Q: 3 clusters Score -3006756 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 24367 members 
Entering Unmasked Estep 
Score: -3006762.500000 Penalty: 3022.297119
	Iteration 29Q: 3 clusters Score -3006762 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 24382 members 
Entering Unmasked Estep 
Score: -3006765.000000 Penalty: 3022.297119
	Iteration 30Q: 3 clusters Score -3006765 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 24390 members 
Entering Unmasked Estep 
Score: -3006763.750000 Penalty: 3022.297119
	Iteration 31Q: 3 clusters Score -3006764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 24396 members 
Entering Unmasked Estep 
Score: -3006770.750000 Penalty: 3022.297119
	Iteration 32Q: 3 clusters Score -3006771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 24400 members 
Entering Unmasked Estep 
Score: -3006778.750000 Penalty: 3022.297119
	Iteration 33Q: 3 clusters Score -3006779 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
Score: -3006782.000000 Penalty: 3022.297119
	Iteration 34Q: 3 clusters Score -3006782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 24413 members 
Entering Unmasked Estep 
Score: -3006784.750000 Penalty: 3022.297119
	Iteration 35Q: 3 clusters Score -3006785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 24415 members 
Entering Unmasked Estep 
Score: -3006784.500000 Penalty: 3022.297119
	Iteration 36Q: 3 clusters Score -3006784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 24417 members 
Entering Unmasked Estep 
Score: -3006784.500000 Penalty: 3022.297119
	Iteration 37Q: 3 clusters Score -3006784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 24419 members 
Entering Unmasked Estep 
Score: -3006786.250000 Penalty: 3022.297119
	Iteration 38Q: 3 clusters Score -3006786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 24421 members 
Entering Unmasked Estep 
Score: -3006787.750000 Penalty: 3022.297119
	Iteration 39Q: 3 clusters Score -3006788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 24422 members 
Entering Unmasked Estep 
Score: -3006787.750000 Penalty: 3022.297119
	Iteration 40F: 3 clusters Score -3006788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 24424 members 
Entering Unmasked Estep 
Score: -3006791.500000 Penalty: 3022.297119
	Iteration 41Q: 3 clusters Score -3006792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 24425 members 
Entering Unmasked Estep 
Score: -3006791.500000 Penalty: 3022.297119
	Iteration 42Q: 3 clusters Score -3006792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 24425 members 
Entering Unmasked Estep 
Score: -3006791.500000 Penalty: 3022.297119
	Iteration 43F: 3 clusters Score -3006792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Entering Unmasked Estep 
Score: -1275600.875000 Penalty: 1377.076904
	Iteration 0F: 2 clusters Score -1275601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1268579.500000 Penalty: 2754.153809
	Iteration 0F: 3 clusters Score -1268580 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1270948.125000 Penalty: 2754.153809
	Iteration 1F: 3 clusters Score -1270948 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1271274.375000 Penalty: 2754.153809
	Iteration 2F: 3 clusters Score -1271274 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1271505.625000 Penalty: 2754.153809
	Iteration 3Q: 3 clusters Score -1271506 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1271682.250000 Penalty: 2754.153809
	Iteration 4Q: 3 clusters Score -1271682 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1271828.500000 Penalty: 2754.153809
	Iteration 5Q: 3 clusters Score -1271828 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1271947.625000 Penalty: 2754.153809
	Iteration 6Q: 3 clusters Score -1271948 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1272067.000000 Penalty: 2754.153809
	Iteration 7Q: 3 clusters Score -1272067 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1272191.875000 Penalty: 2754.153809
	Iteration 8Q: 3 clusters Score -1272192 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1272311.500000 Penalty: 2754.153809
	Iteration 9Q: 3 clusters Score -1272312 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1272427.000000 Penalty: 2754.153809
	Iteration 10Q: 3 clusters Score -1272427 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1272527.125000 Penalty: 2754.153809
	Iteration 11Q: 3 clusters Score -1272527 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1272620.000000 Penalty: 2754.153809
	Iteration 12Q: 3 clusters Score -1272620 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1272703.250000 Penalty: 2754.153809
	Iteration 13Q: 3 clusters Score -1272703 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1272791.875000 Penalty: 2754.153809
	Iteration 14Q: 3 clusters Score -1272792 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1272888.375000 Penalty: 2754.153809
	Iteration 15Q: 3 clusters Score -1272888 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1272994.250000 Penalty: 2754.153809
	Iteration 16Q: 3 clusters Score -1272994 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1273101.500000 Penalty: 2754.153809
	Iteration 17Q: 3 clusters Score -1273102 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1273201.500000 Penalty: 2754.153809
	Iteration 18Q: 3 clusters Score -1273202 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1273289.750000 Penalty: 2754.153809
	Iteration 19Q: 3 clusters Score -1273290 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1273373.375000 Penalty: 2754.153809
	Iteration 20F: 3 clusters Score -1273373 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1273454.125000 Penalty: 2754.153809
	Iteration 21Q: 3 clusters Score -1273454 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1273523.750000 Penalty: 2754.153809
	Iteration 22Q: 3 clusters Score -1273524 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1273595.000000 Penalty: 2754.153809
	Iteration 23Q: 3 clusters Score -1273595 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1273649.000000 Penalty: 2754.153809
	Iteration 24Q: 3 clusters Score -1273649 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1273681.875000 Penalty: 2754.153809
	Iteration 25Q: 3 clusters Score -1273682 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1273721.250000 Penalty: 2754.153809
	Iteration 26Q: 3 clusters Score -1273721 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1273746.625000 Penalty: 2754.153809
	Iteration 27Q: 3 clusters Score -1273747 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1273776.125000 Penalty: 2754.153809
	Iteration 28Q: 3 clusters Score -1273776 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1273803.000000 Penalty: 2754.153809
	Iteration 29Q: 3 clusters Score -1273803 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1273825.750000 Penalty: 2754.153809
	Iteration 30Q: 3 clusters Score -1273826 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1273848.125000 Penalty: 2754.153809
	Iteration 31Q: 3 clusters Score -1273848 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1273858.000000 Penalty: 2754.153809
	Iteration 32Q: 3 clusters Score -1273858 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1273881.250000 Penalty: 2754.153809
	Iteration 33Q: 3 clusters Score -1273881 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1273897.250000 Penalty: 2754.153809
	Iteration 34Q: 3 clusters Score -1273897 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1273911.750000 Penalty: 2754.153809
	Iteration 35Q: 3 clusters Score -1273912 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1273926.375000 Penalty: 2754.153809
	Iteration 36Q: 3 clusters Score -1273926 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1273938.625000 Penalty: 2754.153809
	Iteration 37Q: 3 clusters Score -1273939 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1273947.000000 Penalty: 2754.153809
	Iteration 38Q: 3 clusters Score -1273947 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1273962.000000 Penalty: 2754.153809
	Iteration 39Q: 3 clusters Score -1273962 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1273977.375000 Penalty: 2754.153809
	Iteration 40F: 3 clusters Score -1273977 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1273985.875000 Penalty: 2754.153809
	Iteration 41Q: 3 clusters Score -1273986 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1273995.625000 Penalty: 2754.153809
	Iteration 42Q: 3 clusters Score -1273996 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1274009.250000 Penalty: 2754.153809
	Iteration 43Q: 3 clusters Score -1274009 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1274020.875000 Penalty: 2754.153809
	Iteration 44Q: 3 clusters Score -1274021 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1274034.250000 Penalty: 2754.153809
	Iteration 45Q: 3 clusters Score -1274034 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1274044.625000 Penalty: 2754.153809
	Iteration 46Q: 3 clusters Score -1274045 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1274056.750000 Penalty: 2754.153809
	Iteration 47Q: 3 clusters Score -1274057 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1274080.500000 Penalty: 2754.153809
	Iteration 48Q: 3 clusters Score -1274080 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1274100.125000 Penalty: 2754.153809
	Iteration 49Q: 3 clusters Score -1274100 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1274120.750000 Penalty: 2754.153809
	Iteration 50Q: 3 clusters Score -1274121 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1274152.500000 Penalty: 2754.153809
	Iteration 51Q: 3 clusters Score -1274152 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1274197.375000 Penalty: 2754.153809
	Iteration 52Q: 3 clusters Score -1274197 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1274246.750000 Penalty: 2754.153809
	Iteration 53Q: 3 clusters Score -1274247 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1274291.000000 Penalty: 2754.153809
	Iteration 54Q: 3 clusters Score -1274291 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1274321.375000 Penalty: 2754.153809
	Iteration 55Q: 3 clusters Score -1274321 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1274353.125000 Penalty: 2754.153809
	Iteration 56Q: 3 clusters Score -1274353 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1274383.000000 Penalty: 2754.153809
	Iteration 57Q: 3 clusters Score -1274383 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1274406.000000 Penalty: 2754.153809
	Iteration 58Q: 3 clusters Score -1274406 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1274433.875000 Penalty: 2754.153809
	Iteration 59Q: 3 clusters Score -1274434 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1274449.875000 Penalty: 2754.153809
	Iteration 60F: 3 clusters Score -1274450 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1274460.625000 Penalty: 2754.153809
	Iteration 61Q: 3 clusters Score -1274461 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1274471.500000 Penalty: 2754.153809
	Iteration 62Q: 3 clusters Score -1274472 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1274483.000000 Penalty: 2754.153809
	Iteration 63Q: 3 clusters Score -1274483 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1274490.875000 Penalty: 2754.153809
	Iteration 64Q: 3 clusters Score -1274491 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1274497.375000 Penalty: 2754.153809
	Iteration 65Q: 3 clusters Score -1274497 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1274510.125000 Penalty: 2754.153809
	Iteration 66Q: 3 clusters Score -1274510 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1274517.000000 Penalty: 2754.153809
	Iteration 67Q: 3 clusters Score -1274517 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1274527.875000 Penalty: 2754.153809
	Iteration 68Q: 3 clusters Score -1274528 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1274537.125000 Penalty: 2754.153809
	Iteration 69Q: 3 clusters Score -1274537 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1274554.125000 Penalty: 2754.153809
	Iteration 70Q: 3 clusters Score -1274554 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1274563.250000 Penalty: 2754.153809
	Iteration 71Q: 3 clusters Score -1274563 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1274573.750000 Penalty: 2754.153809
	Iteration 72Q: 3 clusters Score -1274574 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1274579.500000 Penalty: 2754.153809
	Iteration 73Q: 3 clusters Score -1274580 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1274596.250000 Penalty: 2754.153809
	Iteration 74Q: 3 clusters Score -1274596 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1274607.750000 Penalty: 2754.153809
	Iteration 75Q: 3 clusters Score -1274608 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -1274619.250000 Penalty: 2754.153809
	Iteration 76Q: 3 clusters Score -1274619 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1274631.625000 Penalty: 2754.153809
	Iteration 77Q: 3 clusters Score -1274632 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1274648.000000 Penalty: 2754.153809
	Iteration 78Q: 3 clusters Score -1274648 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1274660.875000 Penalty: 2754.153809
	Iteration 79Q: 3 clusters Score -1274661 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1274672.875000 Penalty: 2754.153809
	Iteration 80F: 3 clusters Score -1274673 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1274686.375000 Penalty: 2754.153809
	Iteration 81Q: 3 clusters Score -1274686 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1274691.375000 Penalty: 2754.153809
	Iteration 82Q: 3 clusters Score -1274691 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1274698.875000 Penalty: 2754.153809
	Iteration 83Q: 3 clusters Score -1274699 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1274703.375000 Penalty: 2754.153809
	Iteration 84Q: 3 clusters Score -1274703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1274704.750000 Penalty: 2754.153809
	Iteration 85Q: 3 clusters Score -1274705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1274705.125000 Penalty: 2754.153809
	Iteration 86Q: 3 clusters Score -1274705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1274705.000000 Penalty: 2754.153809
	Iteration 87Q: 3 clusters Score -1274705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1274706.625000 Penalty: 2754.153809
	Iteration 88Q: 3 clusters Score -1274707 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1274708.500000 Penalty: 2754.153809
	Iteration 89Q: 3 clusters Score -1274708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1274710.500000 Penalty: 2754.153809
	Iteration 90Q: 3 clusters Score -1274710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1274714.875000 Penalty: 2754.153809
	Iteration 91Q: 3 clusters Score -1274715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1274716.375000 Penalty: 2754.153809
	Iteration 92Q: 3 clusters Score -1274716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1274719.000000 Penalty: 2754.153809
	Iteration 93Q: 3 clusters Score -1274719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1274721.250000 Penalty: 2754.153809
	Iteration 94Q: 3 clusters Score -1274721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1274722.125000 Penalty: 2754.153809
	Iteration 95Q: 3 clusters Score -1274722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1274723.625000 Penalty: 2754.153809
	Iteration 96Q: 3 clusters Score -1274724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1274724.750000 Penalty: 2754.153809
	Iteration 97Q: 3 clusters Score -1274725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1274725.000000 Penalty: 2754.153809
	Iteration 98Q: 3 clusters Score -1274725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1274725.000000 Penalty: 2754.153809
	Iteration 99F: 3 clusters Score -1274725 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -29724.246094 Penalty: 862.000427
	Iteration 0F: 2 clusters Score -29724.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -28965.646484 Penalty: 1724.000854
	Iteration 0F: 3 clusters Score -28965.65 nChanged 48
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: -29106.787109 Penalty: 1724.000854
	Iteration 1F: 3 clusters Score -29106.79 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -29241.929688 Penalty: 1724.000854
	Iteration 2F: 3 clusters Score -29241.93 nChanged 10
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: -29295.095703 Penalty: 1724.000854
	Iteration 3Q: 3 clusters Score -29295.1 nChanged 8
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: -29323.289062 Penalty: 1724.000854
	Iteration 4Q: 3 clusters Score -29323.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -29353.015625 Penalty: 1724.000854
	Iteration 5Q: 3 clusters Score -29353.02 nChanged 8
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: -29396.248047 Penalty: 1724.000854
	Iteration 6Q: 3 clusters Score -29396.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -29488.263672 Penalty: 1724.000854
	Iteration 7Q: 3 clusters Score -29488.26 nChanged 7
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: -29598.203125 Penalty: 1724.000854
	Iteration 8Q: 3 clusters Score -29598.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -29657.548828 Penalty: 1724.000854
	Iteration 9Q: 3 clusters Score -29657.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -29690.554688 Penalty: 1724.000854
	Iteration 10Q: 3 clusters Score -29690.55 nChanged 2
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: -29701.482422 Penalty: 1724.000854
	Iteration 11Q: 3 clusters Score -29701.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -29706.759766 Penalty: 1724.000854
	Iteration 12Q: 3 clusters Score -29706.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -29706.759766 Penalty: 1724.000854
	Iteration 13F: 3 clusters Score -29706.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Entering Unmasked Estep 
Score: -680519.062500 Penalty: 1285.991333
	Iteration 0F: 2 clusters Score -680519.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -676379.500000 Penalty: 2571.982666
	Iteration 0F: 3 clusters Score -676379.5 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -677609.437500 Penalty: 2571.982666
	Iteration 1F: 3 clusters Score -677609.4 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -677839.125000 Penalty: 2571.982666
	Iteration 2F: 3 clusters Score -677839.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -677975.000000 Penalty: 2571.982666
	Iteration 3Q: 3 clusters Score -677975 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -678081.312500 Penalty: 2571.982666
	Iteration 4Q: 3 clusters Score -678081.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -678178.250000 Penalty: 2571.982666
	Iteration 5Q: 3 clusters Score -678178.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -678269.625000 Penalty: 2571.982666
	Iteration 6Q: 3 clusters Score -678269.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -678344.562500 Penalty: 2571.982666
	Iteration 7Q: 3 clusters Score -678344.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -678416.312500 Penalty: 2571.982666
	Iteration 8Q: 3 clusters Score -678416.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -678480.375000 Penalty: 2571.982666
	Iteration 9Q: 3 clusters Score -678480.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -678532.187500 Penalty: 2571.982666
	Iteration 10Q: 3 clusters Score -678532.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -678580.062500 Penalty: 2571.982666
	Iteration 11Q: 3 clusters Score -678580.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -678626.750000 Penalty: 2571.982666
	Iteration 12Q: 3 clusters Score -678626.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -678667.875000 Penalty: 2571.982666
	Iteration 13Q: 3 clusters Score -678667.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -678717.250000 Penalty: 2571.982666
	Iteration 14Q: 3 clusters Score -678717.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -678776.875000 Penalty: 2571.982666
	Iteration 15Q: 3 clusters Score -678776.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -678829.812500 Penalty: 2571.982666
	Iteration 16Q: 3 clusters Score -678829.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -678874.250000 Penalty: 2571.982666
	Iteration 17Q: 3 clusters Score -678874.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -678908.000000 Penalty: 2571.982666
	Iteration 18Q: 3 clusters Score -678908 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -678937.687500 Penalty: 2571.982666
	Iteration 19Q: 3 clusters Score -678937.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -678966.625000 Penalty: 2571.982666
	Iteration 20F: 3 clusters Score -678966.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -678984.875000 Penalty: 2571.982666
	Iteration 21Q: 3 clusters Score -678984.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -679004.750000 Penalty: 2571.982666
	Iteration 22Q: 3 clusters Score -679004.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -679023.687500 Penalty: 2571.982666
	Iteration 23Q: 3 clusters Score -679023.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -679039.437500 Penalty: 2571.982666
	Iteration 24Q: 3 clusters Score -679039.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -679065.875000 Penalty: 2571.982666
	Iteration 25Q: 3 clusters Score -679065.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -679087.500000 Penalty: 2571.982666
	Iteration 26Q: 3 clusters Score -679087.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -679109.062500 Penalty: 2571.982666
	Iteration 27Q: 3 clusters Score -679109.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -679131.562500 Penalty: 2571.982666
	Iteration 28Q: 3 clusters Score -679131.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -679154.625000 Penalty: 2571.982666
	Iteration 29Q: 3 clusters Score -679154.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -679180.875000 Penalty: 2571.982666
	Iteration 30Q: 3 clusters Score -679180.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -679206.687500 Penalty: 2571.982666
	Iteration 31Q: 3 clusters Score -679206.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -679232.625000 Penalty: 2571.982666
	Iteration 32Q: 3 clusters Score -679232.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -679257.062500 Penalty: 2571.982666
	Iteration 33Q: 3 clusters Score -679257.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -679282.750000 Penalty: 2571.982666
	Iteration 34Q: 3 clusters Score -679282.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -679307.187500 Penalty: 2571.982666
	Iteration 35Q: 3 clusters Score -679307.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -679332.687500 Penalty: 2571.982666
	Iteration 36Q: 3 clusters Score -679332.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -679355.625000 Penalty: 2571.982666
	Iteration 37Q: 3 clusters Score -679355.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -679370.187500 Penalty: 2571.982666
	Iteration 38Q: 3 clusters Score -679370.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -679383.250000 Penalty: 2571.982666
	Iteration 39Q: 3 clusters Score -679383.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -679395.562500 Penalty: 2571.982666
	Iteration 40F: 3 clusters Score -679395.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -679404.187500 Penalty: 2571.982666
	Iteration 41Q: 3 clusters Score -679404.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -679408.562500 Penalty: 2571.982666
	Iteration 42Q: 3 clusters Score -679408.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -679413.687500 Penalty: 2571.982666
	Iteration 43Q: 3 clusters Score -679413.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -679418.687500 Penalty: 2571.982666
	Iteration 44Q: 3 clusters Score -679418.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -679424.937500 Penalty: 2571.982666
	Iteration 45Q: 3 clusters Score -679424.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -679432.187500 Penalty: 2571.982666
	Iteration 46Q: 3 clusters Score -679432.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -679439.062500 Penalty: 2571.982666
	Iteration 47Q: 3 clusters Score -679439.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -679440.750000 Penalty: 2571.982666
	Iteration 48Q: 3 clusters Score -679440.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -679445.062500 Penalty: 2571.982666
	Iteration 49Q: 3 clusters Score -679445.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -679447.937500 Penalty: 2571.982666
	Iteration 50Q: 3 clusters Score -679447.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -679449.812500 Penalty: 2571.982666
	Iteration 51Q: 3 clusters Score -679449.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -679451.875000 Penalty: 2571.982666
	Iteration 52Q: 3 clusters Score -679451.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -679455.312500 Penalty: 2571.982666
	Iteration 53Q: 3 clusters Score -679455.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -679459.000000 Penalty: 2571.982666
	Iteration 54Q: 3 clusters Score -679459 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -679461.875000 Penalty: 2571.982666
	Iteration 55Q: 3 clusters Score -679461.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -679465.812500 Penalty: 2571.982666
	Iteration 56Q: 3 clusters Score -679465.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -679470.062500 Penalty: 2571.982666
	Iteration 57Q: 3 clusters Score -679470.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -679474.250000 Penalty: 2571.982666
	Iteration 58Q: 3 clusters Score -679474.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -679476.500000 Penalty: 2571.982666
	Iteration 59Q: 3 clusters Score -679476.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -679478.562500 Penalty: 2571.982666
	Iteration 60F: 3 clusters Score -679478.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -679483.062500 Penalty: 2571.982666
	Iteration 61Q: 3 clusters Score -679483.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -679485.812500 Penalty: 2571.982666
	Iteration 62Q: 3 clusters Score -679485.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -679487.937500 Penalty: 2571.982666
	Iteration 63Q: 3 clusters Score -679487.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -679493.000000 Penalty: 2571.982666
	Iteration 64Q: 3 clusters Score -679493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -679496.062500 Penalty: 2571.982666
	Iteration 65Q: 3 clusters Score -679496.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -679496.562500 Penalty: 2571.982666
	Iteration 66Q: 3 clusters Score -679496.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -679500.500000 Penalty: 2571.982666
	Iteration 67Q: 3 clusters Score -679500.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -679506.625000 Penalty: 2571.982666
	Iteration 68Q: 3 clusters Score -679506.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -679510.375000 Penalty: 2571.982666
	Iteration 69Q: 3 clusters Score -679510.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -679514.437500 Penalty: 2571.982666
	Iteration 70Q: 3 clusters Score -679514.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -679516.250000 Penalty: 2571.982666
	Iteration 71Q: 3 clusters Score -679516.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -679521.875000 Penalty: 2571.982666
	Iteration 72Q: 3 clusters Score -679521.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -679528.562500 Penalty: 2571.982666
	Iteration 73Q: 3 clusters Score -679528.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -679530.937500 Penalty: 2571.982666
	Iteration 74Q: 3 clusters Score -679530.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -679531.375000 Penalty: 2571.982666
	Iteration 75Q: 3 clusters Score -679531.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -679532.125000 Penalty: 2571.982666
	Iteration 76Q: 3 clusters Score -679532.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -679533.625000 Penalty: 2571.982666
	Iteration 77Q: 3 clusters Score -679533.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -679534.625000 Penalty: 2571.982666
	Iteration 78Q: 3 clusters Score -679534.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -679534.687500 Penalty: 2571.982666
	Iteration 79Q: 3 clusters Score -679534.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -679535.062500 Penalty: 2571.982666
	Iteration 80F: 3 clusters Score -679535.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -679536.625000 Penalty: 2571.982666
	Iteration 81Q: 3 clusters Score -679536.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -679537.312500 Penalty: 2571.982666
	Iteration 82Q: 3 clusters Score -679537.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -679537.312500 Penalty: 2571.982666
	Iteration 83F: 3 clusters Score -679537.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (15126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Entering Unmasked Estep 
Score: -1865197.875000 Penalty: 1432.076538
	Iteration 0F: 2 clusters Score -1865198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1855154.125000 Penalty: 2864.153076
	Iteration 0F: 3 clusters Score -1855154 nChanged 6518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1858704.375000 Penalty: 2864.153076
	Iteration 1F: 3 clusters Score -1858704 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1859153.625000 Penalty: 2864.153076
	Iteration 2F: 3 clusters Score -1859154 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1859555.375000 Penalty: 2864.153076
	Iteration 3F: 3 clusters Score -1859555 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1859950.250000 Penalty: 2864.153076
	Iteration 4F: 3 clusters Score -1859950 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1860259.625000 Penalty: 2864.153076
	Iteration 5Q: 3 clusters Score -1860260 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1860560.625000 Penalty: 2864.153076
	Iteration 6Q: 3 clusters Score -1860561 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1860814.750000 Penalty: 2864.153076
	Iteration 7Q: 3 clusters Score -1860815 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1861033.500000 Penalty: 2864.153076
	Iteration 8Q: 3 clusters Score -1861034 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1861193.750000 Penalty: 2864.153076
	Iteration 9Q: 3 clusters Score -1861194 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1861311.375000 Penalty: 2864.153076
	Iteration 10Q: 3 clusters Score -1861311 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1861418.500000 Penalty: 2864.153076
	Iteration 11Q: 3 clusters Score -1861418 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1861510.250000 Penalty: 2864.153076
	Iteration 12Q: 3 clusters Score -1861510 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1861596.625000 Penalty: 2864.153076
	Iteration 13Q: 3 clusters Score -1861597 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1861691.375000 Penalty: 2864.153076
	Iteration 14Q: 3 clusters Score -1861691 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1861798.125000 Penalty: 2864.153076
	Iteration 15Q: 3 clusters Score -1861798 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1861885.750000 Penalty: 2864.153076
	Iteration 16Q: 3 clusters Score -1861886 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1862000.000000 Penalty: 2864.153076
	Iteration 17Q: 3 clusters Score -1862000 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1862116.500000 Penalty: 2864.153076
	Iteration 18Q: 3 clusters Score -1862116 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1862236.375000 Penalty: 2864.153076
	Iteration 19Q: 3 clusters Score -1862236 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1862361.375000 Penalty: 2864.153076
	Iteration 20F: 3 clusters Score -1862361 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1862496.875000 Penalty: 2864.153076
	Iteration 21Q: 3 clusters Score -1862497 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1862652.375000 Penalty: 2864.153076
	Iteration 22Q: 3 clusters Score -1862652 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1862795.750000 Penalty: 2864.153076
	Iteration 23Q: 3 clusters Score -1862796 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1862943.250000 Penalty: 2864.153076
	Iteration 24Q: 3 clusters Score -1862943 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1863075.250000 Penalty: 2864.153076
	Iteration 25Q: 3 clusters Score -1863075 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1863179.750000 Penalty: 2864.153076
	Iteration 26Q: 3 clusters Score -1863180 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1863284.000000 Penalty: 2864.153076
	Iteration 27Q: 3 clusters Score -1863284 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1863384.625000 Penalty: 2864.153076
	Iteration 28Q: 3 clusters Score -1863385 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1863477.625000 Penalty: 2864.153076
	Iteration 29Q: 3 clusters Score -1863478 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1863560.625000 Penalty: 2864.153076
	Iteration 30Q: 3 clusters Score -1863561 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1863641.250000 Penalty: 2864.153076
	Iteration 31Q: 3 clusters Score -1863641 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1863717.125000 Penalty: 2864.153076
	Iteration 32Q: 3 clusters Score -1863717 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1863767.000000 Penalty: 2864.153076
	Iteration 33Q: 3 clusters Score -1863767 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1863812.625000 Penalty: 2864.153076
	Iteration 34Q: 3 clusters Score -1863813 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1863851.875000 Penalty: 2864.153076
	Iteration 35Q: 3 clusters Score -1863852 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1863879.250000 Penalty: 2864.153076
	Iteration 36Q: 3 clusters Score -1863879 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1863898.625000 Penalty: 2864.153076
	Iteration 37Q: 3 clusters Score -1863899 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1863927.000000 Penalty: 2864.153076
	Iteration 38Q: 3 clusters Score -1863927 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1863947.000000 Penalty: 2864.153076
	Iteration 39Q: 3 clusters Score -1863947 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1863968.375000 Penalty: 2864.153076
	Iteration 40F: 3 clusters Score -1863968 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1863988.500000 Penalty: 2864.153076
	Iteration 41Q: 3 clusters Score -1863988 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1864005.625000 Penalty: 2864.153076
	Iteration 42Q: 3 clusters Score -1864006 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1864026.625000 Penalty: 2864.153076
	Iteration 43Q: 3 clusters Score -1864027 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1864031.875000 Penalty: 2864.153076
	Iteration 44Q: 3 clusters Score -1864032 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1864044.125000 Penalty: 2864.153076
	Iteration 45Q: 3 clusters Score -1864044 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1864056.875000 Penalty: 2864.153076
	Iteration 46Q: 3 clusters Score -1864057 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1864076.625000 Penalty: 2864.153076
	Iteration 47Q: 3 clusters Score -1864077 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1864083.625000 Penalty: 2864.153076
	Iteration 48Q: 3 clusters Score -1864084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1864090.875000 Penalty: 2864.153076
	Iteration 49Q: 3 clusters Score -1864091 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1864097.125000 Penalty: 2864.153076
	Iteration 50Q: 3 clusters Score -1864097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1864100.250000 Penalty: 2864.153076
	Iteration 51Q: 3 clusters Score -1864100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1864105.500000 Penalty: 2864.153076
	Iteration 52Q: 3 clusters Score -1864106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1864111.625000 Penalty: 2864.153076
	Iteration 53Q: 3 clusters Score -1864112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1864118.500000 Penalty: 2864.153076
	Iteration 54Q: 3 clusters Score -1864118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1864124.625000 Penalty: 2864.153076
	Iteration 55Q: 3 clusters Score -1864125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1864124.625000 Penalty: 2864.153076
	Iteration 56Q: 3 clusters Score -1864125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1864125.500000 Penalty: 2864.153076
	Iteration 57Q: 3 clusters Score -1864126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1864125.500000 Penalty: 2864.153076
	Iteration 58F: 3 clusters Score -1864126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (19370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Entering Unmasked Estep 
Score: -2454386.000000 Penalty: 1468.876343
	Iteration 0F: 2 clusters Score -2454386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -2441614.000000 Penalty: 2937.752686
	Iteration 0F: 3 clusters Score -2441614 nChanged 8489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -2446136.500000 Penalty: 2937.752686
	Iteration 1F: 3 clusters Score -2446136 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -2446543.250000 Penalty: 2937.752686
	Iteration 2F: 3 clusters Score -2446543 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -2446843.250000 Penalty: 2937.752686
	Iteration 3Q: 3 clusters Score -2446843 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -2447134.500000 Penalty: 2937.752686
	Iteration 4Q: 3 clusters Score -2447134 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -2447488.000000 Penalty: 2937.752686
	Iteration 5Q: 3 clusters Score -2447488 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -2447916.000000 Penalty: 2937.752686
	Iteration 6Q: 3 clusters Score -2447916 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -2448524.500000 Penalty: 2937.752686
	Iteration 7F: 3 clusters Score -2448524 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -2449260.500000 Penalty: 2937.752686
	Iteration 8F: 3 clusters Score -2449260 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -2450031.500000 Penalty: 2937.752686
	Iteration 9F: 3 clusters Score -2450032 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -2450737.000000 Penalty: 2937.752686
	Iteration 10F: 3 clusters Score -2450737 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -2451340.250000 Penalty: 2937.752686
	Iteration 11Q: 3 clusters Score -2451340 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -2451768.000000 Penalty: 2937.752686
	Iteration 12Q: 3 clusters Score -2451768 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -2452138.250000 Penalty: 2937.752686
	Iteration 13Q: 3 clusters Score -2452138 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -2452404.250000 Penalty: 2937.752686
	Iteration 14Q: 3 clusters Score -2452404 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -2452667.500000 Penalty: 2937.752686
	Iteration 15Q: 3 clusters Score -2452668 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -2452822.000000 Penalty: 2937.752686
	Iteration 16Q: 3 clusters Score -2452822 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -2452922.250000 Penalty: 2937.752686
	Iteration 17Q: 3 clusters Score -2452922 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -2452996.500000 Penalty: 2937.752686
	Iteration 18Q: 3 clusters Score -2452996 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -2453049.500000 Penalty: 2937.752686
	Iteration 19Q: 3 clusters Score -2453050 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -2453103.500000 Penalty: 2937.752686
	Iteration 20F: 3 clusters Score -2453104 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -2453129.000000 Penalty: 2937.752686
	Iteration 21Q: 3 clusters Score -2453129 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -2453138.000000 Penalty: 2937.752686
	Iteration 22Q: 3 clusters Score -2453138 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -2453153.500000 Penalty: 2937.752686
	Iteration 23Q: 3 clusters Score -2453154 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -2453159.250000 Penalty: 2937.752686
	Iteration 24Q: 3 clusters Score -2453159 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -2453173.500000 Penalty: 2937.752686
	Iteration 25Q: 3 clusters Score -2453174 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -2453188.000000 Penalty: 2937.752686
	Iteration 26Q: 3 clusters Score -2453188 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -2453188.000000 Penalty: 2937.752686
	Iteration 27Q: 3 clusters Score -2453188 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -2453196.500000 Penalty: 2937.752686
	Iteration 28Q: 3 clusters Score -2453196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -2453202.750000 Penalty: 2937.752686
	Iteration 29Q: 3 clusters Score -2453203 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -2453209.000000 Penalty: 2937.752686
	Iteration 30Q: 3 clusters Score -2453209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -2453212.500000 Penalty: 2937.752686
	Iteration 31Q: 3 clusters Score -2453212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -2453213.250000 Penalty: 2937.752686
	Iteration 32Q: 3 clusters Score -2453213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -2453215.750000 Penalty: 2937.752686
	Iteration 33Q: 3 clusters Score -2453216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 18598 members 
Entering Unmasked Estep 
Score: -2453215.750000 Penalty: 2937.752686
	Iteration 34Q: 3 clusters Score -2453216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 18603 members 
Entering Unmasked Estep 
Score: -2453216.000000 Penalty: 2937.752686
	Iteration 35Q: 3 clusters Score -2453216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -2453219.750000 Penalty: 2937.752686
	Iteration 36Q: 3 clusters Score -2453220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -2453222.000000 Penalty: 2937.752686
	Iteration 37Q: 3 clusters Score -2453222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -2453223.000000 Penalty: 2937.752686
	Iteration 38Q: 3 clusters Score -2453223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -2453225.750000 Penalty: 2937.752686
	Iteration 39Q: 3 clusters Score -2453226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -2453233.500000 Penalty: 2937.752686
	Iteration 40F: 3 clusters Score -2453234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -2453235.750000 Penalty: 2937.752686
	Iteration 41Q: 3 clusters Score -2453236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -2453239.750000 Penalty: 2937.752686
	Iteration 42Q: 3 clusters Score -2453240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
Score: -2453242.750000 Penalty: 2937.752686
	Iteration 43Q: 3 clusters Score -2453243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -2453241.750000 Penalty: 2937.752686
	Iteration 44Q: 3 clusters Score -2453242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -2453243.750000 Penalty: 2937.752686
	Iteration 45Q: 3 clusters Score -2453244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -2453244.250000 Penalty: 2937.752686
	Iteration 46Q: 3 clusters Score -2453244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -2453244.250000 Penalty: 2937.752686
	Iteration 47Q: 3 clusters Score -2453244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -2453248.250000 Penalty: 2937.752686
	Iteration 48Q: 3 clusters Score -2453248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -2453248.250000 Penalty: 2937.752686
	Iteration 49Q: 3 clusters Score -2453248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -2453248.500000 Penalty: 2937.752686
	Iteration 50Q: 3 clusters Score -2453248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -2453248.000000 Penalty: 2937.752686
	Iteration 51Q: 3 clusters Score -2453248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -2453250.500000 Penalty: 2937.752686
	Iteration 52Q: 3 clusters Score -2453250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -2453248.250000 Penalty: 2937.752686
	Iteration 53Q: 3 clusters Score -2453248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -2453250.250000 Penalty: 2937.752686
	Iteration 54Q: 3 clusters Score -2453250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -2453249.750000 Penalty: 2937.752686
	Iteration 55Q: 3 clusters Score -2453250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -2453251.000000 Penalty: 2937.752686
	Iteration 56Q: 3 clusters Score -2453251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -2453254.500000 Penalty: 2937.752686
	Iteration 57Q: 3 clusters Score -2453254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -2453254.500000 Penalty: 2937.752686
	Iteration 58F: 3 clusters Score -2453254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Entering Unmasked Estep 
Score: -424728.593750 Penalty: 1220.121094
	Iteration 0F: 2 clusters Score -424728.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -421952.531250 Penalty: 2440.242188
	Iteration 0F: 3 clusters Score -421952.5 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -422844.343750 Penalty: 2440.242188
	Iteration 1F: 3 clusters Score -422844.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -423094.375000 Penalty: 2440.242188
	Iteration 2F: 3 clusters Score -423094.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -423286.187500 Penalty: 2440.242188
	Iteration 3F: 3 clusters Score -423286.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -423465.375000 Penalty: 2440.242188
	Iteration 4Q: 3 clusters Score -423465.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -423624.500000 Penalty: 2440.242188
	Iteration 5Q: 3 clusters Score -423624.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -423751.906250 Penalty: 2440.242188
	Iteration 6Q: 3 clusters Score -423751.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -423840.031250 Penalty: 2440.242188
	Iteration 7Q: 3 clusters Score -423840 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -423902.250000 Penalty: 2440.242188
	Iteration 8Q: 3 clusters Score -423902.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -423942.750000 Penalty: 2440.242188
	Iteration 9Q: 3 clusters Score -423942.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -423971.312500 Penalty: 2440.242188
	Iteration 10Q: 3 clusters Score -423971.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -423995.218750 Penalty: 2440.242188
	Iteration 11Q: 3 clusters Score -423995.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -424024.250000 Penalty: 2440.242188
	Iteration 12Q: 3 clusters Score -424024.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -424050.468750 Penalty: 2440.242188
	Iteration 13Q: 3 clusters Score -424050.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -424072.031250 Penalty: 2440.242188
	Iteration 14Q: 3 clusters Score -424072 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -424093.906250 Penalty: 2440.242188
	Iteration 15Q: 3 clusters Score -424093.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -424119.250000 Penalty: 2440.242188
	Iteration 16Q: 3 clusters Score -424119.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -424153.406250 Penalty: 2440.242188
	Iteration 17Q: 3 clusters Score -424153.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -424176.125000 Penalty: 2440.242188
	Iteration 18Q: 3 clusters Score -424176.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -424201.531250 Penalty: 2440.242188
	Iteration 19Q: 3 clusters Score -424201.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -424232.875000 Penalty: 2440.242188
	Iteration 20F: 3 clusters Score -424232.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -424252.750000 Penalty: 2440.242188
	Iteration 21Q: 3 clusters Score -424252.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -424261.687500 Penalty: 2440.242188
	Iteration 22Q: 3 clusters Score -424261.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -424265.593750 Penalty: 2440.242188
	Iteration 23Q: 3 clusters Score -424265.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -424269.062500 Penalty: 2440.242188
	Iteration 24Q: 3 clusters Score -424269.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -424272.718750 Penalty: 2440.242188
	Iteration 25Q: 3 clusters Score -424272.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -424276.718750 Penalty: 2440.242188
	Iteration 26Q: 3 clusters Score -424276.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -424280.000000 Penalty: 2440.242188
	Iteration 27Q: 3 clusters Score -424280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -424283.625000 Penalty: 2440.242188
	Iteration 28Q: 3 clusters Score -424283.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -424286.000000 Penalty: 2440.242188
	Iteration 29Q: 3 clusters Score -424286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -424286.625000 Penalty: 2440.242188
	Iteration 30Q: 3 clusters Score -424286.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -424288.000000 Penalty: 2440.242188
	Iteration 31Q: 3 clusters Score -424288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -424287.656250 Penalty: 2440.242188
	Iteration 32Q: 3 clusters Score -424287.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -424287.656250 Penalty: 2440.242188
	Iteration 33F: 3 clusters Score -424287.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (14853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Entering Unmasked Estep 
Score: -1869657.500000 Penalty: 1429.366455
	Iteration 0F: 2 clusters Score -1869658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1859791.875000 Penalty: 2858.732910
	Iteration 0F: 3 clusters Score -1859792 nChanged 6428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1863138.875000 Penalty: 2858.732910
	Iteration 1F: 3 clusters Score -1863139 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1863502.625000 Penalty: 2858.732910
	Iteration 2F: 3 clusters Score -1863503 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1863782.875000 Penalty: 2858.732910
	Iteration 3F: 3 clusters Score -1863783 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1864025.125000 Penalty: 2858.732910
	Iteration 4Q: 3 clusters Score -1864025 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1864269.875000 Penalty: 2858.732910
	Iteration 5Q: 3 clusters Score -1864270 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1864504.500000 Penalty: 2858.732910
	Iteration 6Q: 3 clusters Score -1864504 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1864764.875000 Penalty: 2858.732910
	Iteration 7Q: 3 clusters Score -1864765 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1865054.000000 Penalty: 2858.732910
	Iteration 8Q: 3 clusters Score -1865054 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1865429.500000 Penalty: 2858.732910
	Iteration 9Q: 3 clusters Score -1865430 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1865871.250000 Penalty: 2858.732910
	Iteration 10Q: 3 clusters Score -1865871 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1866427.375000 Penalty: 2858.732910
	Iteration 11Q: 3 clusters Score -1866427 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1866996.125000 Penalty: 2858.732910
	Iteration 12Q: 3 clusters Score -1866996 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1867495.750000 Penalty: 2858.732910
	Iteration 13Q: 3 clusters Score -1867496 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1867834.250000 Penalty: 2858.732910
	Iteration 14Q: 3 clusters Score -1867834 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1868084.500000 Penalty: 2858.732910
	Iteration 15Q: 3 clusters Score -1868084 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1868236.250000 Penalty: 2858.732910
	Iteration 16Q: 3 clusters Score -1868236 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1868321.750000 Penalty: 2858.732910
	Iteration 17Q: 3 clusters Score -1868322 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1868372.875000 Penalty: 2858.732910
	Iteration 18Q: 3 clusters Score -1868373 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1868409.250000 Penalty: 2858.732910
	Iteration 19Q: 3 clusters Score -1868409 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1868428.625000 Penalty: 2858.732910
	Iteration 20F: 3 clusters Score -1868429 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1868445.250000 Penalty: 2858.732910
	Iteration 21Q: 3 clusters Score -1868445 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1868466.500000 Penalty: 2858.732910
	Iteration 22Q: 3 clusters Score -1868466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1868481.375000 Penalty: 2858.732910
	Iteration 23Q: 3 clusters Score -1868481 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1868505.875000 Penalty: 2858.732910
	Iteration 24Q: 3 clusters Score -1868506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -1868518.625000 Penalty: 2858.732910
	Iteration 25Q: 3 clusters Score -1868519 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -1868534.250000 Penalty: 2858.732910
	Iteration 26Q: 3 clusters Score -1868534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -1868539.625000 Penalty: 2858.732910
	Iteration 27Q: 3 clusters Score -1868540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -1868541.750000 Penalty: 2858.732910
	Iteration 28Q: 3 clusters Score -1868542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -1868543.000000 Penalty: 2858.732910
	Iteration 29Q: 3 clusters Score -1868543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -1868545.375000 Penalty: 2858.732910
	Iteration 30Q: 3 clusters Score -1868545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -1868545.375000 Penalty: 2858.732910
	Iteration 31F: 3 clusters Score -1868545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Entering Unmasked Estep 
Score: -641822.812500 Penalty: 1279.826294
	Iteration 0F: 2 clusters Score -641822.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -637931.562500 Penalty: 2559.652588
	Iteration 0F: 3 clusters Score -637931.6 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -639140.312500 Penalty: 2559.652588
	Iteration 1F: 3 clusters Score -639140.3 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -639424.000000 Penalty: 2559.652588
	Iteration 2F: 3 clusters Score -639424 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -639617.625000 Penalty: 2559.652588
	Iteration 3F: 3 clusters Score -639617.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -639796.250000 Penalty: 2559.652588
	Iteration 4Q: 3 clusters Score -639796.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -639983.937500 Penalty: 2559.652588
	Iteration 5Q: 3 clusters Score -639983.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -640193.937500 Penalty: 2559.652588
	Iteration 6Q: 3 clusters Score -640193.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -640393.125000 Penalty: 2559.652588
	Iteration 7Q: 3 clusters Score -640393.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -640557.812500 Penalty: 2559.652588
	Iteration 8Q: 3 clusters Score -640557.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -640688.062500 Penalty: 2559.652588
	Iteration 9Q: 3 clusters Score -640688.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -640776.187500 Penalty: 2559.652588
	Iteration 10Q: 3 clusters Score -640776.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -640843.250000 Penalty: 2559.652588
	Iteration 11Q: 3 clusters Score -640843.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -640903.062500 Penalty: 2559.652588
	Iteration 12Q: 3 clusters Score -640903.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -640959.875000 Penalty: 2559.652588
	Iteration 13Q: 3 clusters Score -640959.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -641007.750000 Penalty: 2559.652588
	Iteration 14Q: 3 clusters Score -641007.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -641042.312500 Penalty: 2559.652588
	Iteration 15Q: 3 clusters Score -641042.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -641083.312500 Penalty: 2559.652588
	Iteration 16Q: 3 clusters Score -641083.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -641114.000000 Penalty: 2559.652588
	Iteration 17Q: 3 clusters Score -641114 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -641137.750000 Penalty: 2559.652588
	Iteration 18Q: 3 clusters Score -641137.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -641162.812500 Penalty: 2559.652588
	Iteration 19Q: 3 clusters Score -641162.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -641188.812500 Penalty: 2559.652588
	Iteration 20F: 3 clusters Score -641188.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -641215.375000 Penalty: 2559.652588
	Iteration 21Q: 3 clusters Score -641215.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -641250.562500 Penalty: 2559.652588
	Iteration 22Q: 3 clusters Score -641250.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -641292.250000 Penalty: 2559.652588
	Iteration 23Q: 3 clusters Score -641292.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -641329.437500 Penalty: 2559.652588
	Iteration 24Q: 3 clusters Score -641329.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -641356.125000 Penalty: 2559.652588
	Iteration 25Q: 3 clusters Score -641356.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -641388.812500 Penalty: 2559.652588
	Iteration 26Q: 3 clusters Score -641388.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -641420.562500 Penalty: 2559.652588
	Iteration 27Q: 3 clusters Score -641420.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -641453.500000 Penalty: 2559.652588
	Iteration 28Q: 3 clusters Score -641453.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -641482.937500 Penalty: 2559.652588
	Iteration 29Q: 3 clusters Score -641482.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -641523.312500 Penalty: 2559.652588
	Iteration 30Q: 3 clusters Score -641523.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -641556.187500 Penalty: 2559.652588
	Iteration 31Q: 3 clusters Score -641556.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -641583.437500 Penalty: 2559.652588
	Iteration 32Q: 3 clusters Score -641583.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -641605.125000 Penalty: 2559.652588
	Iteration 33Q: 3 clusters Score -641605.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -641619.437500 Penalty: 2559.652588
	Iteration 34Q: 3 clusters Score -641619.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -641629.250000 Penalty: 2559.652588
	Iteration 35Q: 3 clusters Score -641629.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -641638.937500 Penalty: 2559.652588
	Iteration 36Q: 3 clusters Score -641638.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -641643.812500 Penalty: 2559.652588
	Iteration 37Q: 3 clusters Score -641643.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -641648.750000 Penalty: 2559.652588
	Iteration 38Q: 3 clusters Score -641648.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -641649.562500 Penalty: 2559.652588
	Iteration 39Q: 3 clusters Score -641649.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -641651.062500 Penalty: 2559.652588
	Iteration 40F: 3 clusters Score -641651.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -641651.750000 Penalty: 2559.652588
	Iteration 41Q: 3 clusters Score -641651.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -641653.625000 Penalty: 2559.652588
	Iteration 42Q: 3 clusters Score -641653.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -641653.625000 Penalty: 2559.652588
	Iteration 43F: 3 clusters Score -641653.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (12428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Entering Unmasked Estep 
Score: -1475612.000000 Penalty: 1402.842896
	Iteration 0F: 2 clusters Score -1475612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1467339.875000 Penalty: 2805.685791
	Iteration 0F: 3 clusters Score -1467340 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1470025.000000 Penalty: 2805.685791
	Iteration 1F: 3 clusters Score -1470025 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1470343.875000 Penalty: 2805.685791
	Iteration 2F: 3 clusters Score -1470344 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1470592.750000 Penalty: 2805.685791
	Iteration 3Q: 3 clusters Score -1470593 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1470778.875000 Penalty: 2805.685791
	Iteration 4Q: 3 clusters Score -1470779 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1470968.875000 Penalty: 2805.685791
	Iteration 5Q: 3 clusters Score -1470969 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1471169.875000 Penalty: 2805.685791
	Iteration 6Q: 3 clusters Score -1471170 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1471405.875000 Penalty: 2805.685791
	Iteration 7Q: 3 clusters Score -1471406 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1471660.875000 Penalty: 2805.685791
	Iteration 8Q: 3 clusters Score -1471661 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1471973.375000 Penalty: 2805.685791
	Iteration 9Q: 3 clusters Score -1471973 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1472306.000000 Penalty: 2805.685791
	Iteration 10Q: 3 clusters Score -1472306 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1472665.750000 Penalty: 2805.685791
	Iteration 11Q: 3 clusters Score -1472666 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1473020.625000 Penalty: 2805.685791
	Iteration 12Q: 3 clusters Score -1473021 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -1473373.250000 Penalty: 2805.685791
	Iteration 13Q: 3 clusters Score -1473373 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -1473656.875000 Penalty: 2805.685791
	Iteration 14Q: 3 clusters Score -1473657 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -1473893.750000 Penalty: 2805.685791
	Iteration 15Q: 3 clusters Score -1473894 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -1474071.875000 Penalty: 2805.685791
	Iteration 16Q: 3 clusters Score -1474072 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -1474208.500000 Penalty: 2805.685791
	Iteration 17Q: 3 clusters Score -1474208 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -1474320.250000 Penalty: 2805.685791
	Iteration 18Q: 3 clusters Score -1474320 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -1474383.375000 Penalty: 2805.685791
	Iteration 19Q: 3 clusters Score -1474383 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -1474429.000000 Penalty: 2805.685791
	Iteration 20F: 3 clusters Score -1474429 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -1474453.125000 Penalty: 2805.685791
	Iteration 21Q: 3 clusters Score -1474453 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -1474478.750000 Penalty: 2805.685791
	Iteration 22Q: 3 clusters Score -1474479 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -1474498.875000 Penalty: 2805.685791
	Iteration 23Q: 3 clusters Score -1474499 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -1474516.375000 Penalty: 2805.685791
	Iteration 24Q: 3 clusters Score -1474516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -1474532.500000 Penalty: 2805.685791
	Iteration 25Q: 3 clusters Score -1474532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -1474542.750000 Penalty: 2805.685791
	Iteration 26Q: 3 clusters Score -1474543 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -1474556.750000 Penalty: 2805.685791
	Iteration 27Q: 3 clusters Score -1474557 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -1474562.375000 Penalty: 2805.685791
	Iteration 28Q: 3 clusters Score -1474562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -1474567.500000 Penalty: 2805.685791
	Iteration 29Q: 3 clusters Score -1474568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -1474574.500000 Penalty: 2805.685791
	Iteration 30Q: 3 clusters Score -1474574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -1474577.750000 Penalty: 2805.685791
	Iteration 31Q: 3 clusters Score -1474578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -1474580.625000 Penalty: 2805.685791
	Iteration 32Q: 3 clusters Score -1474581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -1474580.500000 Penalty: 2805.685791
	Iteration 33Q: 3 clusters Score -1474580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -1474582.000000 Penalty: 2805.685791
	Iteration 34Q: 3 clusters Score -1474582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -1474581.625000 Penalty: 2805.685791
	Iteration 35Q: 3 clusters Score -1474582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -1474581.625000 Penalty: 2805.685791
	Iteration 36F: 3 clusters Score -1474582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (11961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Entering Unmasked Estep 
Score: -1435872.500000 Penalty: 1397.143677
	Iteration 0F: 2 clusters Score -1435872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1427893.500000 Penalty: 2794.287354
	Iteration 0F: 3 clusters Score -1427894 nChanged 5061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1430796.625000 Penalty: 2794.287354
	Iteration 1F: 3 clusters Score -1430797 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1431311.750000 Penalty: 2794.287354
	Iteration 2F: 3 clusters Score -1431312 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1431781.125000 Penalty: 2794.287354
	Iteration 3F: 3 clusters Score -1431781 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1432135.250000 Penalty: 2794.287354
	Iteration 4F: 3 clusters Score -1432135 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1432469.000000 Penalty: 2794.287354
	Iteration 5Q: 3 clusters Score -1432469 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1432791.750000 Penalty: 2794.287354
	Iteration 6Q: 3 clusters Score -1432792 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1433090.000000 Penalty: 2794.287354
	Iteration 7Q: 3 clusters Score -1433090 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1433360.125000 Penalty: 2794.287354
	Iteration 8Q: 3 clusters Score -1433360 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1433604.875000 Penalty: 2794.287354
	Iteration 9Q: 3 clusters Score -1433605 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1433815.500000 Penalty: 2794.287354
	Iteration 10Q: 3 clusters Score -1433816 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1434022.375000 Penalty: 2794.287354
	Iteration 11Q: 3 clusters Score -1434022 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1434203.000000 Penalty: 2794.287354
	Iteration 12Q: 3 clusters Score -1434203 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1434377.125000 Penalty: 2794.287354
	Iteration 13Q: 3 clusters Score -1434377 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1434521.750000 Penalty: 2794.287354
	Iteration 14Q: 3 clusters Score -1434522 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1434660.500000 Penalty: 2794.287354
	Iteration 15Q: 3 clusters Score -1434660 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1434776.250000 Penalty: 2794.287354
	Iteration 16Q: 3 clusters Score -1434776 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1434884.875000 Penalty: 2794.287354
	Iteration 17Q: 3 clusters Score -1434885 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1434953.625000 Penalty: 2794.287354
	Iteration 18Q: 3 clusters Score -1434954 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1435005.000000 Penalty: 2794.287354
	Iteration 19Q: 3 clusters Score -1435005 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1435033.375000 Penalty: 2794.287354
	Iteration 20F: 3 clusters Score -1435033 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1435054.375000 Penalty: 2794.287354
	Iteration 21Q: 3 clusters Score -1435054 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1435069.125000 Penalty: 2794.287354
	Iteration 22Q: 3 clusters Score -1435069 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1435081.750000 Penalty: 2794.287354
	Iteration 23Q: 3 clusters Score -1435082 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1435085.375000 Penalty: 2794.287354
	Iteration 24Q: 3 clusters Score -1435085 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1435088.125000 Penalty: 2794.287354
	Iteration 25Q: 3 clusters Score -1435088 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1435088.125000 Penalty: 2794.287354
	Iteration 26Q: 3 clusters Score -1435088 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1435094.000000 Penalty: 2794.287354
	Iteration 27Q: 3 clusters Score -1435094 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1435094.125000 Penalty: 2794.287354
	Iteration 28Q: 3 clusters Score -1435094 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1435097.500000 Penalty: 2794.287354
	Iteration 29Q: 3 clusters Score -1435098 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1435100.875000 Penalty: 2794.287354
	Iteration 30Q: 3 clusters Score -1435101 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1435101.875000 Penalty: 2794.287354
	Iteration 31Q: 3 clusters Score -1435102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1435099.250000 Penalty: 2794.287354
	Iteration 32Q: 3 clusters Score -1435099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1435100.875000 Penalty: 2794.287354
	Iteration 33Q: 3 clusters Score -1435101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1435104.625000 Penalty: 2794.287354
	Iteration 34Q: 3 clusters Score -1435105 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1435110.625000 Penalty: 2794.287354
	Iteration 35Q: 3 clusters Score -1435111 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1435109.000000 Penalty: 2794.287354
	Iteration 36Q: 3 clusters Score -1435109 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1435109.375000 Penalty: 2794.287354
	Iteration 37Q: 3 clusters Score -1435109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1435111.750000 Penalty: 2794.287354
	Iteration 38Q: 3 clusters Score -1435112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1435111.875000 Penalty: 2794.287354
	Iteration 39Q: 3 clusters Score -1435112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1435112.125000 Penalty: 2794.287354
	Iteration 40F: 3 clusters Score -1435112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1435110.625000 Penalty: 2794.287354
	Iteration 41Q: 3 clusters Score -1435111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1435111.625000 Penalty: 2794.287354
	Iteration 42Q: 3 clusters Score -1435112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1435111.625000 Penalty: 2794.287354
	Iteration 43F: 3 clusters Score -1435112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Entering Unmasked Estep 
Score: -24412.658203 Penalty: 857.860474
	Iteration 0F: 2 clusters Score -24412.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -23715.449219 Penalty: 1715.720947
	Iteration 0F: 3 clusters Score -23715.45 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -24008.349609 Penalty: 1715.720947
	Iteration 1F: 3 clusters Score -24008.35 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -24135.179688 Penalty: 1715.720947
	Iteration 2F: 3 clusters Score -24135.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -24169.363281 Penalty: 1715.720947
	Iteration 3Q: 3 clusters Score -24169.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -24207.347656 Penalty: 1715.720947
	Iteration 4Q: 3 clusters Score -24207.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -24217.328125 Penalty: 1715.720947
	Iteration 5Q: 3 clusters Score -24217.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -24227.666016 Penalty: 1715.720947
	Iteration 6Q: 3 clusters Score -24227.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -24268.628906 Penalty: 1715.720947
	Iteration 7Q: 3 clusters Score -24268.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -24304.406250 Penalty: 1715.720947
	Iteration 8Q: 3 clusters Score -24304.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -24329.083984 Penalty: 1715.720947
	Iteration 9Q: 3 clusters Score -24329.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -24339.212891 Penalty: 1715.720947
	Iteration 10Q: 3 clusters Score -24339.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -24339.212891 Penalty: 1715.720947
	Iteration 11F: 3 clusters Score -24339.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (16098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Entering Unmasked Estep 
Score: -2045573.000000 Penalty: 1441.343750
	Iteration 0F: 2 clusters Score -2045573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -2034991.125000 Penalty: 2882.687500
	Iteration 0F: 3 clusters Score -2034991 nChanged 6931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -2038818.750000 Penalty: 2882.687500
	Iteration 1F: 3 clusters Score -2038819 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -2039221.875000 Penalty: 2882.687500
	Iteration 2F: 3 clusters Score -2039222 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -2039510.250000 Penalty: 2882.687500
	Iteration 3Q: 3 clusters Score -2039510 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -2039774.125000 Penalty: 2882.687500
	Iteration 4Q: 3 clusters Score -2039774 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -2040042.500000 Penalty: 2882.687500
	Iteration 5Q: 3 clusters Score -2040042 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -2040369.375000 Penalty: 2882.687500
	Iteration 6Q: 3 clusters Score -2040369 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -2040740.250000 Penalty: 2882.687500
	Iteration 7Q: 3 clusters Score -2040740 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -2041183.750000 Penalty: 2882.687500
	Iteration 8Q: 3 clusters Score -2041184 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -2041694.750000 Penalty: 2882.687500
	Iteration 9Q: 3 clusters Score -2041695 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -2042241.500000 Penalty: 2882.687500
	Iteration 10Q: 3 clusters Score -2042242 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -2042783.750000 Penalty: 2882.687500
	Iteration 11Q: 3 clusters Score -2042784 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -2043297.375000 Penalty: 2882.687500
	Iteration 12Q: 3 clusters Score -2043297 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -2043685.750000 Penalty: 2882.687500
	Iteration 13Q: 3 clusters Score -2043686 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -2043952.500000 Penalty: 2882.687500
	Iteration 14Q: 3 clusters Score -2043952 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -2044098.750000 Penalty: 2882.687500
	Iteration 15Q: 3 clusters Score -2044099 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -2044187.125000 Penalty: 2882.687500
	Iteration 16Q: 3 clusters Score -2044187 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -2044250.875000 Penalty: 2882.687500
	Iteration 17Q: 3 clusters Score -2044251 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -2044292.000000 Penalty: 2882.687500
	Iteration 18Q: 3 clusters Score -2044292 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -2044328.000000 Penalty: 2882.687500
	Iteration 19Q: 3 clusters Score -2044328 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -2044349.375000 Penalty: 2882.687500
	Iteration 20F: 3 clusters Score -2044349 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -2044376.250000 Penalty: 2882.687500
	Iteration 21Q: 3 clusters Score -2044376 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -2044388.625000 Penalty: 2882.687500
	Iteration 22Q: 3 clusters Score -2044389 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -2044397.125000 Penalty: 2882.687500
	Iteration 23Q: 3 clusters Score -2044397 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -2044400.375000 Penalty: 2882.687500
	Iteration 24Q: 3 clusters Score -2044400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -2044409.500000 Penalty: 2882.687500
	Iteration 25Q: 3 clusters Score -2044410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -2044414.125000 Penalty: 2882.687500
	Iteration 26Q: 3 clusters Score -2044414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -2044416.125000 Penalty: 2882.687500
	Iteration 27Q: 3 clusters Score -2044416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -2044418.875000 Penalty: 2882.687500
	Iteration 28Q: 3 clusters Score -2044419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -2044423.125000 Penalty: 2882.687500
	Iteration 29Q: 3 clusters Score -2044423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -2044426.125000 Penalty: 2882.687500
	Iteration 30Q: 3 clusters Score -2044426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -2044433.250000 Penalty: 2882.687500
	Iteration 31Q: 3 clusters Score -2044433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -2044436.875000 Penalty: 2882.687500
	Iteration 32Q: 3 clusters Score -2044437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -2044436.875000 Penalty: 2882.687500
	Iteration 33F: 3 clusters Score -2044437 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Entering Unmasked Estep 
Score: -38729.703125 Penalty: 894.476562
	Iteration 0F: 2 clusters Score -38729.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -37939.601562 Penalty: 1788.953125
	Iteration 0F: 3 clusters Score -37939.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -38051.832031 Penalty: 1788.953125
	Iteration 1F: 3 clusters Score -38051.83 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -38081.359375 Penalty: 1788.953125
	Iteration 2Q: 3 clusters Score -38081.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -38099.199219 Penalty: 1788.953125
	Iteration 3Q: 3 clusters Score -38099.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -38110.160156 Penalty: 1788.953125
	Iteration 4Q: 3 clusters Score -38110.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -38116.753906 Penalty: 1788.953125
	Iteration 5Q: 3 clusters Score -38116.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -38118.640625 Penalty: 1788.953125
	Iteration 6Q: 3 clusters Score -38118.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -38118.640625 Penalty: 1788.953125
	Iteration 7F: 3 clusters Score -38118.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Entering Unmasked Estep 
Score: -187594.281250 Penalty: 1100.026001
	Iteration 0F: 2 clusters Score -187594.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -185985.390625 Penalty: 2200.052002
	Iteration 0F: 3 clusters Score -185985.4 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -186384.734375 Penalty: 2200.052002
	Iteration 1F: 3 clusters Score -186384.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -186502.546875 Penalty: 2200.052002
	Iteration 2F: 3 clusters Score -186502.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -186571.328125 Penalty: 2200.052002
	Iteration 3Q: 3 clusters Score -186571.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -186618.468750 Penalty: 2200.052002
	Iteration 4Q: 3 clusters Score -186618.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -186642.687500 Penalty: 2200.052002
	Iteration 5Q: 3 clusters Score -186642.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -186658.906250 Penalty: 2200.052002
	Iteration 6Q: 3 clusters Score -186658.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -186685.968750 Penalty: 2200.052002
	Iteration 7Q: 3 clusters Score -186686 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -186708.078125 Penalty: 2200.052002
	Iteration 8Q: 3 clusters Score -186708.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -186719.593750 Penalty: 2200.052002
	Iteration 9Q: 3 clusters Score -186719.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -186728.281250 Penalty: 2200.052002
	Iteration 10Q: 3 clusters Score -186728.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -186740.734375 Penalty: 2200.052002
	Iteration 11Q: 3 clusters Score -186740.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -186744.593750 Penalty: 2200.052002
	Iteration 12Q: 3 clusters Score -186744.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -186749.359375 Penalty: 2200.052002
	Iteration 13Q: 3 clusters Score -186749.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -186755.000000 Penalty: 2200.052002
	Iteration 14Q: 3 clusters Score -186755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -186760.000000 Penalty: 2200.052002
	Iteration 15Q: 3 clusters Score -186760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -186764.093750 Penalty: 2200.052002
	Iteration 16Q: 3 clusters Score -186764.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -186769.750000 Penalty: 2200.052002
	Iteration 17Q: 3 clusters Score -186769.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -186774.921875 Penalty: 2200.052002
	Iteration 18Q: 3 clusters Score -186774.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -186780.328125 Penalty: 2200.052002
	Iteration 19Q: 3 clusters Score -186780.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -186780.531250 Penalty: 2200.052002
	Iteration 20F: 3 clusters Score -186780.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Entering Unmasked Estep 
Score: -12719.684570 Penalty: 783.088318
	Iteration 0F: 2 clusters Score -12719.68 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 102 members 
Entering Unmasked Estep 
Score: -12250.968750 Penalty: 1566.176636
	Iteration 0F: 3 clusters Score -12250.97 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -12398.991211 Penalty: 1566.176636
	Iteration 1F: 3 clusters Score -12398.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -12496.729492 Penalty: 1566.176636
	Iteration 2F: 3 clusters Score -12496.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -12525.248047 Penalty: 1566.176636
	Iteration 3Q: 3 clusters Score -12525.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -12528.971680 Penalty: 1566.176636
	Iteration 4Q: 3 clusters Score -12528.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -12530.347656 Penalty: 1566.176636
	Iteration 5Q: 3 clusters Score -12530.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -12530.347656 Penalty: 1566.176636
	Iteration 6F: 3 clusters Score -12530.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -28486.371094 Penalty: 853.121216
	Iteration 0F: 2 clusters Score -28486.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -27748.400391 Penalty: 1706.242432
	Iteration 0F: 3 clusters Score -27748.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -27863.667969 Penalty: 1706.242432
	Iteration 1F: 3 clusters Score -27863.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -27905.255859 Penalty: 1706.242432
	Iteration 2Q: 3 clusters Score -27905.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -27921.591797 Penalty: 1706.242432
	Iteration 3Q: 3 clusters Score -27921.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -27924.580078 Penalty: 1706.242432
	Iteration 4Q: 3 clusters Score -27924.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -27927.062500 Penalty: 1706.242432
	Iteration 5Q: 3 clusters Score -27927.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -27927.062500 Penalty: 1706.242432
	Iteration 6F: 3 clusters Score -27927.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (6907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Entering Unmasked Estep 
Score: -875389.375000 Penalty: 1315.435303
	Iteration 0F: 2 clusters Score -875389.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -870584.937500 Penalty: 2630.870605
	Iteration 0F: 3 clusters Score -870584.9 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -872000.125000 Penalty: 2630.870605
	Iteration 1F: 3 clusters Score -872000.1 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -872249.000000 Penalty: 2630.870605
	Iteration 2F: 3 clusters Score -872249 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -872397.750000 Penalty: 2630.870605
	Iteration 3Q: 3 clusters Score -872397.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -872499.375000 Penalty: 2630.870605
	Iteration 4Q: 3 clusters Score -872499.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -872579.500000 Penalty: 2630.870605
	Iteration 5Q: 3 clusters Score -872579.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -872640.875000 Penalty: 2630.870605
	Iteration 6Q: 3 clusters Score -872640.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -872701.437500 Penalty: 2630.870605
	Iteration 7Q: 3 clusters Score -872701.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -872755.062500 Penalty: 2630.870605
	Iteration 8Q: 3 clusters Score -872755.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -872803.812500 Penalty: 2630.870605
	Iteration 9Q: 3 clusters Score -872803.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -872859.875000 Penalty: 2630.870605
	Iteration 10Q: 3 clusters Score -872859.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -872924.250000 Penalty: 2630.870605
	Iteration 11Q: 3 clusters Score -872924.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -873009.312500 Penalty: 2630.870605
	Iteration 12Q: 3 clusters Score -873009.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -873117.312500 Penalty: 2630.870605
	Iteration 13Q: 3 clusters Score -873117.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -873224.187500 Penalty: 2630.870605
	Iteration 14Q: 3 clusters Score -873224.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -873345.437500 Penalty: 2630.870605
	Iteration 15Q: 3 clusters Score -873345.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -873472.875000 Penalty: 2630.870605
	Iteration 16Q: 3 clusters Score -873472.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -873605.750000 Penalty: 2630.870605
	Iteration 17Q: 3 clusters Score -873605.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -873714.562500 Penalty: 2630.870605
	Iteration 18Q: 3 clusters Score -873714.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -873820.375000 Penalty: 2630.870605
	Iteration 19Q: 3 clusters Score -873820.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -873915.812500 Penalty: 2630.870605
	Iteration 20F: 3 clusters Score -873915.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -873989.437500 Penalty: 2630.870605
	Iteration 21Q: 3 clusters Score -873989.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -874054.937500 Penalty: 2630.870605
	Iteration 22Q: 3 clusters Score -874054.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -874108.625000 Penalty: 2630.870605
	Iteration 23Q: 3 clusters Score -874108.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -874150.125000 Penalty: 2630.870605
	Iteration 24Q: 3 clusters Score -874150.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -874188.937500 Penalty: 2630.870605
	Iteration 25Q: 3 clusters Score -874188.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -874225.187500 Penalty: 2630.870605
	Iteration 26Q: 3 clusters Score -874225.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -874256.437500 Penalty: 2630.870605
	Iteration 27Q: 3 clusters Score -874256.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -874284.312500 Penalty: 2630.870605
	Iteration 28Q: 3 clusters Score -874284.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -874303.875000 Penalty: 2630.870605
	Iteration 29Q: 3 clusters Score -874303.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -874316.375000 Penalty: 2630.870605
	Iteration 30Q: 3 clusters Score -874316.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -874325.187500 Penalty: 2630.870605
	Iteration 31Q: 3 clusters Score -874325.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -874332.312500 Penalty: 2630.870605
	Iteration 32Q: 3 clusters Score -874332.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -874337.875000 Penalty: 2630.870605
	Iteration 33Q: 3 clusters Score -874337.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -874348.125000 Penalty: 2630.870605
	Iteration 34Q: 3 clusters Score -874348.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -874352.687500 Penalty: 2630.870605
	Iteration 35Q: 3 clusters Score -874352.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -874356.812500 Penalty: 2630.870605
	Iteration 36Q: 3 clusters Score -874356.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -874359.437500 Penalty: 2630.870605
	Iteration 37Q: 3 clusters Score -874359.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -874363.562500 Penalty: 2630.870605
	Iteration 38Q: 3 clusters Score -874363.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -874365.062500 Penalty: 2630.870605
	Iteration 39Q: 3 clusters Score -874365.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -874365.937500 Penalty: 2630.870605
	Iteration 40F: 3 clusters Score -874365.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Entering Unmasked Estep 
Score: -44846.449219 Penalty: 891.901489
	Iteration 0F: 2 clusters Score -44846.45 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 196 members 
Entering Unmasked Estep 
Score: -44069.015625 Penalty: 1783.802979
	Iteration 0F: 3 clusters Score -44069.02 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -44197.234375 Penalty: 1783.802979
	Iteration 1F: 3 clusters Score -44197.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -44224.609375 Penalty: 1783.802979
	Iteration 2Q: 3 clusters Score -44224.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -44233.945312 Penalty: 1783.802979
	Iteration 3Q: 3 clusters Score -44233.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -44269.316406 Penalty: 1783.802979
	Iteration 4Q: 3 clusters Score -44269.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -44303.644531 Penalty: 1783.802979
	Iteration 5Q: 3 clusters Score -44303.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -44319.800781 Penalty: 1783.802979
	Iteration 6Q: 3 clusters Score -44319.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -44325.308594 Penalty: 1783.802979
	Iteration 7Q: 3 clusters Score -44325.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -44329.359375 Penalty: 1783.802979
	Iteration 8Q: 3 clusters Score -44329.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -44331.312500 Penalty: 1783.802979
	Iteration 9Q: 3 clusters Score -44331.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -44334.140625 Penalty: 1783.802979
	Iteration 10Q: 3 clusters Score -44334.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -44336.496094 Penalty: 1783.802979
	Iteration 11Q: 3 clusters Score -44336.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -44336.496094 Penalty: 1783.802979
	Iteration 12F: 3 clusters Score -44336.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (10990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Entering Unmasked Estep 
Score: -1372654.875000 Penalty: 1384.545532
	Iteration 0F: 2 clusters Score -1372655 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1365235.500000 Penalty: 2769.091064
	Iteration 0F: 3 clusters Score -1365236 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1367669.250000 Penalty: 2769.091064
	Iteration 1F: 3 clusters Score -1367669 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1368007.125000 Penalty: 2769.091064
	Iteration 2F: 3 clusters Score -1368007 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1368309.625000 Penalty: 2769.091064
	Iteration 3F: 3 clusters Score -1368310 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1368594.875000 Penalty: 2769.091064
	Iteration 4Q: 3 clusters Score -1368595 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1368893.625000 Penalty: 2769.091064
	Iteration 5Q: 3 clusters Score -1368894 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1369228.375000 Penalty: 2769.091064
	Iteration 6Q: 3 clusters Score -1369228 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1369640.500000 Penalty: 2769.091064
	Iteration 7F: 3 clusters Score -1369640 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1370096.625000 Penalty: 2769.091064
	Iteration 8F: 3 clusters Score -1370097 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1370537.250000 Penalty: 2769.091064
	Iteration 9F: 3 clusters Score -1370537 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1370962.375000 Penalty: 2769.091064
	Iteration 10F: 3 clusters Score -1370962 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1371337.375000 Penalty: 2769.091064
	Iteration 11Q: 3 clusters Score -1371337 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1371599.125000 Penalty: 2769.091064
	Iteration 12Q: 3 clusters Score -1371599 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1371737.625000 Penalty: 2769.091064
	Iteration 13Q: 3 clusters Score -1371738 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1371823.750000 Penalty: 2769.091064
	Iteration 14Q: 3 clusters Score -1371824 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1371882.875000 Penalty: 2769.091064
	Iteration 15Q: 3 clusters Score -1371883 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1371913.500000 Penalty: 2769.091064
	Iteration 16Q: 3 clusters Score -1371914 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1371934.375000 Penalty: 2769.091064
	Iteration 17Q: 3 clusters Score -1371934 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1371944.750000 Penalty: 2769.091064
	Iteration 18Q: 3 clusters Score -1371945 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1371951.750000 Penalty: 2769.091064
	Iteration 19Q: 3 clusters Score -1371952 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1371963.500000 Penalty: 2769.091064
	Iteration 20F: 3 clusters Score -1371964 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1371964.875000 Penalty: 2769.091064
	Iteration 21Q: 3 clusters Score -1371965 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1371966.500000 Penalty: 2769.091064
	Iteration 22Q: 3 clusters Score -1371966 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1371971.500000 Penalty: 2769.091064
	Iteration 23Q: 3 clusters Score -1371972 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1371977.625000 Penalty: 2769.091064
	Iteration 24Q: 3 clusters Score -1371978 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1371979.500000 Penalty: 2769.091064
	Iteration 25Q: 3 clusters Score -1371980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1371980.500000 Penalty: 2769.091064
	Iteration 26Q: 3 clusters Score -1371980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1371981.500000 Penalty: 2769.091064
	Iteration 27Q: 3 clusters Score -1371982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1371982.125000 Penalty: 2769.091064
	Iteration 28Q: 3 clusters Score -1371982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1371986.875000 Penalty: 2769.091064
	Iteration 29Q: 3 clusters Score -1371987 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1371985.875000 Penalty: 2769.091064
	Iteration 30Q: 3 clusters Score -1371986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1371992.625000 Penalty: 2769.091064
	Iteration 31Q: 3 clusters Score -1371993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1371992.375000 Penalty: 2769.091064
	Iteration 32Q: 3 clusters Score -1371992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1371993.125000 Penalty: 2769.091064
	Iteration 33Q: 3 clusters Score -1371993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1371993.125000 Penalty: 2769.091064
	Iteration 34Q: 3 clusters Score -1371993 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1371993.125000 Penalty: 2769.091064
	Iteration 35F: 3 clusters Score -1371993 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (9432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Entering Unmasked Estep 
Score: -1197132.375000 Penalty: 1361.797241
	Iteration 0F: 2 clusters Score -1197132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1190704.000000 Penalty: 2723.594482
	Iteration 0F: 3 clusters Score -1190704 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1192873.875000 Penalty: 2723.594482
	Iteration 1F: 3 clusters Score -1192874 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1193136.625000 Penalty: 2723.594482
	Iteration 2F: 3 clusters Score -1193137 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1193333.875000 Penalty: 2723.594482
	Iteration 3Q: 3 clusters Score -1193334 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1193503.125000 Penalty: 2723.594482
	Iteration 4Q: 3 clusters Score -1193503 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -1193685.250000 Penalty: 2723.594482
	Iteration 5Q: 3 clusters Score -1193685 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1193891.000000 Penalty: 2723.594482
	Iteration 6Q: 3 clusters Score -1193891 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1194159.625000 Penalty: 2723.594482
	Iteration 7Q: 3 clusters Score -1194160 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1194484.000000 Penalty: 2723.594482
	Iteration 8Q: 3 clusters Score -1194484 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1194820.500000 Penalty: 2723.594482
	Iteration 9Q: 3 clusters Score -1194820 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1195134.125000 Penalty: 2723.594482
	Iteration 10Q: 3 clusters Score -1195134 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1195398.625000 Penalty: 2723.594482
	Iteration 11Q: 3 clusters Score -1195399 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1195590.250000 Penalty: 2723.594482
	Iteration 12Q: 3 clusters Score -1195590 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1195738.125000 Penalty: 2723.594482
	Iteration 13Q: 3 clusters Score -1195738 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1195825.375000 Penalty: 2723.594482
	Iteration 14Q: 3 clusters Score -1195825 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1195888.875000 Penalty: 2723.594482
	Iteration 15Q: 3 clusters Score -1195889 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1195940.625000 Penalty: 2723.594482
	Iteration 16Q: 3 clusters Score -1195941 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1195979.625000 Penalty: 2723.594482
	Iteration 17Q: 3 clusters Score -1195980 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1195998.625000 Penalty: 2723.594482
	Iteration 18Q: 3 clusters Score -1195999 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1196009.375000 Penalty: 2723.594482
	Iteration 19Q: 3 clusters Score -1196009 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1196020.500000 Penalty: 2723.594482
	Iteration 20F: 3 clusters Score -1196020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1196020.875000 Penalty: 2723.594482
	Iteration 21Q: 3 clusters Score -1196021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1196024.750000 Penalty: 2723.594482
	Iteration 22Q: 3 clusters Score -1196025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1196028.125000 Penalty: 2723.594482
	Iteration 23Q: 3 clusters Score -1196028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1196033.750000 Penalty: 2723.594482
	Iteration 24Q: 3 clusters Score -1196034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1196034.750000 Penalty: 2723.594482
	Iteration 25Q: 3 clusters Score -1196035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1196037.250000 Penalty: 2723.594482
	Iteration 26Q: 3 clusters Score -1196037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1196037.500000 Penalty: 2723.594482
	Iteration 27Q: 3 clusters Score -1196038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1196037.500000 Penalty: 2723.594482
	Iteration 28F: 3 clusters Score -1196038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (52762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52762 members 
Entering Unmasked Estep 
Score: -6733227.000000 Penalty: 1617.983765
	Iteration 0F: 2 clusters Score -6733227 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26443 members 
Mstep: Class 2 contains 26319 members 
Entering Unmasked Estep 
Score: -6699860.000000 Penalty: 3235.967529
	Iteration 0F: 3 clusters Score -6699860 nChanged 24401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26942 members 
Mstep: Class 2 contains 25820 members 
Entering Unmasked Estep 
Score: -6713352.500000 Penalty: 3235.967529
	Iteration 1F: 3 clusters Score -6713352 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27338 members 
Mstep: Class 2 contains 25424 members 
Entering Unmasked Estep 
Score: -6714022.000000 Penalty: 3235.967529
	Iteration 2Q: 3 clusters Score -6714022 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27971 members 
Mstep: Class 2 contains 24791 members 
Entering Unmasked Estep 
Score: -6714697.000000 Penalty: 3235.967529
	Iteration 3Q: 3 clusters Score -6714697 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28833 members 
Mstep: Class 2 contains 23929 members 
Entering Unmasked Estep 
Score: -6715412.500000 Penalty: 3235.967529
	Iteration 4Q: 3 clusters Score -6715412 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30033 members 
Mstep: Class 2 contains 22729 members 
Entering Unmasked Estep 
Score: -6716099.500000 Penalty: 3235.967529
	Iteration 5Q: 3 clusters Score -6716100 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31595 members 
Mstep: Class 2 contains 21167 members 
Entering Unmasked Estep 
Score: -6716999.000000 Penalty: 3235.967529
	Iteration 6Q: 3 clusters Score -6716999 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33630 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -6718109.000000 Penalty: 3235.967529
	Iteration 7Q: 3 clusters Score -6718109 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36222 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -6719641.000000 Penalty: 3235.967529
	Iteration 8F: 3 clusters Score -6719641 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39291 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -6721685.500000 Penalty: 3235.967529
	Iteration 9F: 3 clusters Score -6721686 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42623 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -6724048.500000 Penalty: 3235.967529
	Iteration 10F: 3 clusters Score -6724048 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45801 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -6726491.500000 Penalty: 3235.967529
	Iteration 11F: 3 clusters Score -6726492 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48407 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -6728543.500000 Penalty: 3235.967529
	Iteration 12Q: 3 clusters Score -6728544 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50310 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -6730065.500000 Penalty: 3235.967529
	Iteration 13Q: 3 clusters Score -6730066 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51463 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -6731002.000000 Penalty: 3235.967529
	Iteration 14Q: 3 clusters Score -6731002 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51999 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -6731439.500000 Penalty: 3235.967529
	Iteration 15Q: 3 clusters Score -6731440 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52224 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -6731655.500000 Penalty: 3235.967529
	Iteration 16Q: 3 clusters Score -6731656 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52335 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -6731774.000000 Penalty: 3235.967529
	Iteration 17Q: 3 clusters Score -6731774 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52389 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -6731847.500000 Penalty: 3235.967529
	Iteration 18Q: 3 clusters Score -6731848 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52420 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -6731886.500000 Penalty: 3235.967529
	Iteration 19Q: 3 clusters Score -6731886 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52438 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -6731924.000000 Penalty: 3235.967529
	Iteration 20F: 3 clusters Score -6731924 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52459 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -6731950.000000 Penalty: 3235.967529
	Iteration 21Q: 3 clusters Score -6731950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52461 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -6731953.500000 Penalty: 3235.967529
	Iteration 22Q: 3 clusters Score -6731954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52468 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -6731960.000000 Penalty: 3235.967529
	Iteration 23Q: 3 clusters Score -6731960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52473 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -6731968.000000 Penalty: 3235.967529
	Iteration 24Q: 3 clusters Score -6731968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52479 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -6731983.000000 Penalty: 3235.967529
	Iteration 25Q: 3 clusters Score -6731983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52481 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -6731989.000000 Penalty: 3235.967529
	Iteration 26Q: 3 clusters Score -6731989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52482 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -6731991.500000 Penalty: 3235.967529
	Iteration 27Q: 3 clusters Score -6731992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52484 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -6731998.000000 Penalty: 3235.967529
	Iteration 28Q: 3 clusters Score -6731998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52484 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -6732000.000000 Penalty: 3235.967529
	Iteration 29Q: 3 clusters Score -6732000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52485 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -6732004.500000 Penalty: 3235.967529
	Iteration 30Q: 3 clusters Score -6732004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52485 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -6732004.500000 Penalty: 3235.967529
	Iteration 31F: 3 clusters Score -6732004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Entering Unmasked Estep 
Score: -13956.135742 Penalty: 753.314148
	Iteration 0F: 2 clusters Score -13956.14 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 75 members 
Entering Unmasked Estep 
Score: -13520.351562 Penalty: 1506.628296
	Iteration 0F: 3 clusters Score -13520.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -13579.001953 Penalty: 1506.628296
	Iteration 1F: 3 clusters Score -13579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -13593.750000 Penalty: 1506.628296
	Iteration 2Q: 3 clusters Score -13593.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -13593.750000 Penalty: 1506.628296
	Iteration 3F: 3 clusters Score -13593.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Entering Unmasked Estep 
Score: -37846.433594 Penalty: 894.111450
	Iteration 0F: 2 clusters Score -37846.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -37092.707031 Penalty: 1788.222900
	Iteration 0F: 3 clusters Score -37092.71 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -37260.843750 Penalty: 1788.222900
	Iteration 1F: 3 clusters Score -37260.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -37290.074219 Penalty: 1788.222900
	Iteration 2Q: 3 clusters Score -37290.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -37303.664062 Penalty: 1788.222900
	Iteration 3Q: 3 clusters Score -37303.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -37310.027344 Penalty: 1788.222900
	Iteration 4Q: 3 clusters Score -37310.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -37317.929688 Penalty: 1788.222900
	Iteration 5Q: 3 clusters Score -37317.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -37325.378906 Penalty: 1788.222900
	Iteration 6Q: 3 clusters Score -37325.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -37325.378906 Penalty: 1788.222900
	Iteration 7F: 3 clusters Score -37325.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Entering Unmasked Estep 
Score: -11681.163086 Penalty: 771.882996
	Iteration 0F: 2 clusters Score -11681.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -11211.080078 Penalty: 1543.765991
	Iteration 0F: 3 clusters Score -11211.08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -11286.897461 Penalty: 1543.765991
	Iteration 1F: 3 clusters Score -11286.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -11311.008789 Penalty: 1543.765991
	Iteration 2Q: 3 clusters Score -11311.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -11324.799805 Penalty: 1543.765991
	Iteration 3Q: 3 clusters Score -11324.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -11335.874023 Penalty: 1543.765991
	Iteration 4Q: 3 clusters Score -11335.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -11337.425781 Penalty: 1543.765991
	Iteration 5Q: 3 clusters Score -11337.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -11341.041016 Penalty: 1543.765991
	Iteration 6Q: 3 clusters Score -11341.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -11343.761719 Penalty: 1543.765991
	Iteration 7Q: 3 clusters Score -11343.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -11350.148438 Penalty: 1543.765991
	Iteration 8Q: 3 clusters Score -11350.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -11357.781250 Penalty: 1543.765991
	Iteration 9Q: 3 clusters Score -11357.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -11358.574219 Penalty: 1543.765991
	Iteration 10F: 3 clusters Score -11358.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -11387.491211 Penalty: 1543.765991
	Iteration 11Q: 3 clusters Score -11387.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -11391.426758 Penalty: 1543.765991
	Iteration 12Q: 3 clusters Score -11391.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -11397.297852 Penalty: 1543.765991
	Iteration 13Q: 3 clusters Score -11397.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -11403.759766 Penalty: 1543.765991
	Iteration 14Q: 3 clusters Score -11403.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -11412.088867 Penalty: 1543.765991
	Iteration 15Q: 3 clusters Score -11412.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -11420.208008 Penalty: 1543.765991
	Iteration 16Q: 3 clusters Score -11420.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -11420.208008 Penalty: 1543.765991
	Iteration 17F: 3 clusters Score -11420.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Entering Unmasked Estep 
Score: -14723.255859 Penalty: 756.112976
	Iteration 0F: 2 clusters Score -14723.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -14232.772461 Penalty: 1512.225952
	Iteration 0F: 3 clusters Score -14232.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -14276.287109 Penalty: 1512.225952
	Iteration 1Q: 3 clusters Score -14276.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -14298.057617 Penalty: 1512.225952
	Iteration 2Q: 3 clusters Score -14298.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -14298.057617 Penalty: 1512.225952
	Iteration 3F: 3 clusters Score -14298.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (22311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22311 members 
Entering Unmasked Estep 
Score: -2821585.750000 Penalty: 1489.909912
	Iteration 0F: 2 clusters Score -2821586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -2806988.000000 Penalty: 2979.819824
	Iteration 0F: 3 clusters Score -2806988 nChanged 9886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -2812182.000000 Penalty: 2979.819824
	Iteration 1F: 3 clusters Score -2812182 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -2812518.500000 Penalty: 2979.819824
	Iteration 2Q: 3 clusters Score -2812518 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -2812838.000000 Penalty: 2979.819824
	Iteration 3Q: 3 clusters Score -2812838 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -2813157.750000 Penalty: 2979.819824
	Iteration 4Q: 3 clusters Score -2813158 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -2813522.500000 Penalty: 2979.819824
	Iteration 5Q: 3 clusters Score -2813522 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -2813977.000000 Penalty: 2979.819824
	Iteration 6Q: 3 clusters Score -2813977 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -2814577.750000 Penalty: 2979.819824
	Iteration 7Q: 3 clusters Score -2814578 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -2815444.250000 Penalty: 2979.819824
	Iteration 8F: 3 clusters Score -2815444 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -2816677.000000 Penalty: 2979.819824
	Iteration 9F: 3 clusters Score -2816677 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -2818044.500000 Penalty: 2979.819824
	Iteration 10F: 3 clusters Score -2818044 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -2819164.500000 Penalty: 2979.819824
	Iteration 11F: 3 clusters Score -2819164 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 21209 members 
Entering Unmasked Estep 
Score: -2819782.500000 Penalty: 2979.819824
	Iteration 12Q: 3 clusters Score -2819782 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
Score: -2820112.750000 Penalty: 2979.819824
	Iteration 13Q: 3 clusters Score -2820113 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 21688 members 
Entering Unmasked Estep 
Score: -2820317.750000 Penalty: 2979.819824
	Iteration 14Q: 3 clusters Score -2820318 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 21743 members 
Entering Unmasked Estep 
Score: -2820416.500000 Penalty: 2979.819824
	Iteration 15Q: 3 clusters Score -2820416 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 21772 members 
Entering Unmasked Estep 
Score: -2820472.750000 Penalty: 2979.819824
	Iteration 16Q: 3 clusters Score -2820473 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 21796 members 
Entering Unmasked Estep 
Score: -2820515.500000 Penalty: 2979.819824
	Iteration 17Q: 3 clusters Score -2820516 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 21817 members 
Entering Unmasked Estep 
Score: -2820555.500000 Penalty: 2979.819824
	Iteration 18Q: 3 clusters Score -2820556 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
Score: -2820573.500000 Penalty: 2979.819824
	Iteration 19Q: 3 clusters Score -2820574 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 21824 members 
Entering Unmasked Estep 
Score: -2820586.750000 Penalty: 2979.819824
	Iteration 20F: 3 clusters Score -2820587 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 21828 members 
Entering Unmasked Estep 
Score: -2820607.500000 Penalty: 2979.819824
	Iteration 21Q: 3 clusters Score -2820608 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 21823 members 
Entering Unmasked Estep 
Score: -2820629.250000 Penalty: 2979.819824
	Iteration 22Q: 3 clusters Score -2820629 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 21822 members 
Entering Unmasked Estep 
Score: -2820636.500000 Penalty: 2979.819824
	Iteration 23Q: 3 clusters Score -2820636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 21823 members 
Entering Unmasked Estep 
Score: -2820651.000000 Penalty: 2979.819824
	Iteration 24Q: 3 clusters Score -2820651 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 21824 members 
Entering Unmasked Estep 
Score: -2820661.750000 Penalty: 2979.819824
	Iteration 25Q: 3 clusters Score -2820662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 21824 members 
Entering Unmasked Estep 
Score: -2820668.500000 Penalty: 2979.819824
	Iteration 26Q: 3 clusters Score -2820668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 21827 members 
Entering Unmasked Estep 
Score: -2820672.500000 Penalty: 2979.819824
	Iteration 27Q: 3 clusters Score -2820672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 21825 members 
Entering Unmasked Estep 
Score: -2820681.500000 Penalty: 2979.819824
	Iteration 28Q: 3 clusters Score -2820682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 21822 members 
Entering Unmasked Estep 
Score: -2820692.000000 Penalty: 2979.819824
	Iteration 29Q: 3 clusters Score -2820692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -2820693.750000 Penalty: 2979.819824
	Iteration 30Q: 3 clusters Score -2820694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 21816 members 
Entering Unmasked Estep 
Score: -2820710.000000 Penalty: 2979.819824
	Iteration 31Q: 3 clusters Score -2820710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 21816 members 
Entering Unmasked Estep 
Score: -2820719.500000 Penalty: 2979.819824
	Iteration 32Q: 3 clusters Score -2820720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 21813 members 
Entering Unmasked Estep 
Score: -2820730.500000 Penalty: 2979.819824
	Iteration 33Q: 3 clusters Score -2820730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 21810 members 
Entering Unmasked Estep 
Score: -2820746.750000 Penalty: 2979.819824
	Iteration 34Q: 3 clusters Score -2820747 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 21808 members 
Entering Unmasked Estep 
Score: -2820757.000000 Penalty: 2979.819824
	Iteration 35Q: 3 clusters Score -2820757 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 21810 members 
Entering Unmasked Estep 
Score: -2820765.000000 Penalty: 2979.819824
	Iteration 36Q: 3 clusters Score -2820765 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 21814 members 
Entering Unmasked Estep 
Score: -2820769.750000 Penalty: 2979.819824
	Iteration 37Q: 3 clusters Score -2820770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 21814 members 
Entering Unmasked Estep 
Score: -2820772.250000 Penalty: 2979.819824
	Iteration 38Q: 3 clusters Score -2820772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 21812 members 
Entering Unmasked Estep 
Score: -2820772.750000 Penalty: 2979.819824
	Iteration 39Q: 3 clusters Score -2820773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 21811 members 
Entering Unmasked Estep 
Score: -2820773.750000 Penalty: 2979.819824
	Iteration 40F: 3 clusters Score -2820774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 21811 members 
Entering Unmasked Estep 
Score: -2820773.250000 Penalty: 2979.819824
	Iteration 41Q: 3 clusters Score -2820773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 21812 members 
Entering Unmasked Estep 
Score: -2820774.000000 Penalty: 2979.819824
	Iteration 42Q: 3 clusters Score -2820774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 21812 members 
Entering Unmasked Estep 
Score: -2820774.000000 Penalty: 2979.819824
	Iteration 43F: 3 clusters Score -2820774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (45056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45056 members 
Entering Unmasked Estep 
Score: -5700505.500000 Penalty: 1594.490356
	Iteration 0F: 2 clusters Score -5700506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 22452 members 
Entering Unmasked Estep 
Score: -5671746.500000 Penalty: 3188.980713
	Iteration 0F: 3 clusters Score -5671746 nChanged 20646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -5683047.000000 Penalty: 3188.980713
	Iteration 1F: 3 clusters Score -5683047 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23989 members 
Mstep: Class 2 contains 21067 members 
Entering Unmasked Estep 
Score: -5683669.500000 Penalty: 3188.980713
	Iteration 2Q: 3 clusters Score -5683670 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 20186 members 
Entering Unmasked Estep 
Score: -5684471.500000 Penalty: 3188.980713
	Iteration 3Q: 3 clusters Score -5684472 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -5685433.500000 Penalty: 3188.980713
	Iteration 4F: 3 clusters Score -5685434 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27924 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -5686659.500000 Penalty: 3188.980713
	Iteration 5F: 3 clusters Score -5686660 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30211 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -5688335.000000 Penalty: 3188.980713
	Iteration 6F: 3 clusters Score -5688335 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32763 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -5690226.500000 Penalty: 3188.980713
	Iteration 7F: 3 clusters Score -5690226 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35469 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -5692278.000000 Penalty: 3188.980713
	Iteration 8F: 3 clusters Score -5692278 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37951 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -5694145.000000 Penalty: 3188.980713
	Iteration 9F: 3 clusters Score -5694145 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40133 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -5695783.500000 Penalty: 3188.980713
	Iteration 10Q: 3 clusters Score -5695784 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41845 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -5697063.500000 Penalty: 3188.980713
	Iteration 11Q: 3 clusters Score -5697064 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43010 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -5697931.000000 Penalty: 3188.980713
	Iteration 12Q: 3 clusters Score -5697931 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43731 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -5698508.000000 Penalty: 3188.980713
	Iteration 13Q: 3 clusters Score -5698508 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44161 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -5698849.000000 Penalty: 3188.980713
	Iteration 14Q: 3 clusters Score -5698849 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44371 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -5698996.500000 Penalty: 3188.980713
	Iteration 15Q: 3 clusters Score -5698996 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44477 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -5699083.000000 Penalty: 3188.980713
	Iteration 16Q: 3 clusters Score -5699083 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44551 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -5699153.500000 Penalty: 3188.980713
	Iteration 17Q: 3 clusters Score -5699154 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44598 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -5699189.500000 Penalty: 3188.980713
	Iteration 18Q: 3 clusters Score -5699190 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44627 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -5699212.500000 Penalty: 3188.980713
	Iteration 19Q: 3 clusters Score -5699212 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44653 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -5699244.000000 Penalty: 3188.980713
	Iteration 20F: 3 clusters Score -5699244 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44672 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -5699257.000000 Penalty: 3188.980713
	Iteration 21Q: 3 clusters Score -5699257 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44690 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -5699282.500000 Penalty: 3188.980713
	Iteration 22Q: 3 clusters Score -5699282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44695 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -5699281.500000 Penalty: 3188.980713
	Iteration 23Q: 3 clusters Score -5699282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44699 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -5699281.500000 Penalty: 3188.980713
	Iteration 24Q: 3 clusters Score -5699282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44700 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -5699285.000000 Penalty: 3188.980713
	Iteration 25Q: 3 clusters Score -5699285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44701 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -5699279.000000 Penalty: 3188.980713
	Iteration 26Q: 3 clusters Score -5699279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44701 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -5699287.000000 Penalty: 3188.980713
	Iteration 27Q: 3 clusters Score -5699287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44703 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -5699287.000000 Penalty: 3188.980713
	Iteration 28Q: 3 clusters Score -5699287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44705 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -5699286.000000 Penalty: 3188.980713
	Iteration 29Q: 3 clusters Score -5699286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44707 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -5699284.500000 Penalty: 3188.980713
	Iteration 30Q: 3 clusters Score -5699284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44706 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -5699286.500000 Penalty: 3188.980713
	Iteration 31Q: 3 clusters Score -5699286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44706 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -5699286.500000 Penalty: 3188.980713
	Iteration 32F: 3 clusters Score -5699286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 44768 members 
Mstep: Class 2 contains 12162 members 
Mstep: Class 3 contains 44297 members 
Mstep: Class 4 contains 29571 members 
Mstep: Class 5 contains 31632 members 
Mstep: Class 6 contains 5411 members 
Mstep: Class 7 contains 41092 members 
Mstep: Class 8 contains 21726 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6337 members 
Mstep: Class 11 contains 35247 members 
Mstep: Class 12 contains 2144 members 
Mstep: Class 13 contains 5673 members 
Mstep: Class 14 contains 67616 members 
Mstep: Class 15 contains 10433 members 
Mstep: Class 16 contains 11880 members 
Mstep: Class 17 contains 3920 members 
Mstep: Class 18 contains 25734 members 
Mstep: Class 19 contains 10452 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5667 members 
Mstep: Class 22 contains 15126 members 
Mstep: Class 23 contains 19370 members 
Mstep: Class 24 contains 3640 members 
Mstep: Class 25 contains 14853 members 
Mstep: Class 26 contains 5437 members 
Mstep: Class 27 contains 12428 members 
Mstep: Class 28 contains 11961 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16098 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6907 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10990 members 
Mstep: Class 38 contains 9432 members 
Mstep: Class 39 contains 52762 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Mstep: Class 45 contains 45056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030576.000000 Penalty: 89796.125000
Iteration 399Q: 46 clusters Score -8.103058e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 44764 members 
Mstep: Class 2 contains 12164 members 
Mstep: Class 3 contains 44249 members 
Mstep: Class 4 contains 29574 members 
Mstep: Class 5 contains 31635 members 
Mstep: Class 6 contains 5412 members 
Mstep: Class 7 contains 41114 members 
Mstep: Class 8 contains 21725 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6336 members 
Mstep: Class 11 contains 35232 members 
Mstep: Class 12 contains 2144 members 
Mstep: Class 13 contains 5673 members 
Mstep: Class 14 contains 67616 members 
Mstep: Class 15 contains 10433 members 
Mstep: Class 16 contains 11880 members 
Mstep: Class 17 contains 3920 members 
Mstep: Class 18 contains 25736 members 
Mstep: Class 19 contains 10452 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5667 members 
Mstep: Class 22 contains 15124 members 
Mstep: Class 23 contains 19369 members 
Mstep: Class 24 contains 3640 members 
Mstep: Class 25 contains 14853 members 
Mstep: Class 26 contains 5436 members 
Mstep: Class 27 contains 12417 members 
Mstep: Class 28 contains 11963 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16098 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6907 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10984 members 
Mstep: Class 38 contains 9432 members 
Mstep: Class 39 contains 52748 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22312 members 
Mstep: Class 45 contains 45124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030544.000000 Penalty: 89796.125000
Iteration 400F: 46 clusters Score -8.103054e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 44762 members 
Mstep: Class 2 contains 12166 members 
Mstep: Class 3 contains 44209 members 
Mstep: Class 4 contains 29591 members 
Mstep: Class 5 contains 31635 members 
Mstep: Class 6 contains 5411 members 
Mstep: Class 7 contains 41127 members 
Mstep: Class 8 contains 21725 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6336 members 
Mstep: Class 11 contains 35228 members 
Mstep: Class 12 contains 2144 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67615 members 
Mstep: Class 15 contains 10433 members 
Mstep: Class 16 contains 11881 members 
Mstep: Class 17 contains 3918 members 
Mstep: Class 18 contains 25741 members 
Mstep: Class 19 contains 10453 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5666 members 
Mstep: Class 22 contains 15123 members 
Mstep: Class 23 contains 19369 members 
Mstep: Class 24 contains 3638 members 
Mstep: Class 25 contains 14853 members 
Mstep: Class 26 contains 5435 members 
Mstep: Class 27 contains 12403 members 
Mstep: Class 28 contains 11963 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16098 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6907 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10980 members 
Mstep: Class 38 contains 9432 members 
Mstep: Class 39 contains 52712 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22312 members 
Mstep: Class 45 contains 45195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030608.000000 Penalty: 89796.125000
Iteration 401Q: 46 clusters Score -8.103061e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 44774 members 
Mstep: Class 2 contains 12167 members 
Mstep: Class 3 contains 44159 members 
Mstep: Class 4 contains 29604 members 
Mstep: Class 5 contains 31638 members 
Mstep: Class 6 contains 5409 members 
Mstep: Class 7 contains 41107 members 
Mstep: Class 8 contains 21725 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6338 members 
Mstep: Class 11 contains 35220 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 5671 members 
Mstep: Class 14 contains 67613 members 
Mstep: Class 15 contains 10433 members 
Mstep: Class 16 contains 11881 members 
Mstep: Class 17 contains 3916 members 
Mstep: Class 18 contains 25743 members 
Mstep: Class 19 contains 10455 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5665 members 
Mstep: Class 22 contains 15123 members 
Mstep: Class 23 contains 19369 members 
Mstep: Class 24 contains 3638 members 
Mstep: Class 25 contains 14854 members 
Mstep: Class 26 contains 5433 members 
Mstep: Class 27 contains 12389 members 
Mstep: Class 28 contains 11964 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16098 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6907 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10976 members 
Mstep: Class 38 contains 9432 members 
Mstep: Class 39 contains 52711 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22312 members 
Mstep: Class 45 contains 45264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030544.000000 Penalty: 89796.125000
Iteration 402Q: 46 clusters Score -8.103054e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 44791 members 
Mstep: Class 2 contains 12169 members 
Mstep: Class 3 contains 44123 members 
Mstep: Class 4 contains 29621 members 
Mstep: Class 5 contains 31647 members 
Mstep: Class 6 contains 5409 members 
Mstep: Class 7 contains 41067 members 
Mstep: Class 8 contains 21725 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6340 members 
Mstep: Class 11 contains 35208 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 5671 members 
Mstep: Class 14 contains 67613 members 
Mstep: Class 15 contains 10433 members 
Mstep: Class 16 contains 11880 members 
Mstep: Class 17 contains 3915 members 
Mstep: Class 18 contains 25743 members 
Mstep: Class 19 contains 10455 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5666 members 
Mstep: Class 22 contains 15123 members 
Mstep: Class 23 contains 19369 members 
Mstep: Class 24 contains 3639 members 
Mstep: Class 25 contains 14855 members 
Mstep: Class 26 contains 5431 members 
Mstep: Class 27 contains 12373 members 
Mstep: Class 28 contains 11964 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16099 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6907 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10970 members 
Mstep: Class 38 contains 9432 members 
Mstep: Class 39 contains 52706 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22312 members 
Mstep: Class 45 contains 45332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030504.000000 Penalty: 89796.125000
Iteration 403Q: 46 clusters Score -8.10305e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 44821 members 
Mstep: Class 2 contains 12175 members 
Mstep: Class 3 contains 44095 members 
Mstep: Class 4 contains 29628 members 
Mstep: Class 5 contains 31653 members 
Mstep: Class 6 contains 5409 members 
Mstep: Class 7 contains 41022 members 
Mstep: Class 8 contains 21725 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6342 members 
Mstep: Class 11 contains 35206 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 5671 members 
Mstep: Class 14 contains 67616 members 
Mstep: Class 15 contains 10433 members 
Mstep: Class 16 contains 11880 members 
Mstep: Class 17 contains 3915 members 
Mstep: Class 18 contains 25742 members 
Mstep: Class 19 contains 10453 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5669 members 
Mstep: Class 22 contains 15122 members 
Mstep: Class 23 contains 19370 members 
Mstep: Class 24 contains 3639 members 
Mstep: Class 25 contains 14856 members 
Mstep: Class 26 contains 5431 members 
Mstep: Class 27 contains 12354 members 
Mstep: Class 28 contains 11963 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16100 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6907 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10967 members 
Mstep: Class 38 contains 9432 members 
Mstep: Class 39 contains 52695 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22312 members 
Mstep: Class 45 contains 45385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030552.000000 Penalty: 89796.125000
Iteration 404Q: 46 clusters Score -8.103055e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 44834 members 
Mstep: Class 2 contains 12176 members 
Mstep: Class 3 contains 44067 members 
Mstep: Class 4 contains 29632 members 
Mstep: Class 5 contains 31654 members 
Mstep: Class 6 contains 5409 members 
Mstep: Class 7 contains 40980 members 
Mstep: Class 8 contains 21725 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6341 members 
Mstep: Class 11 contains 35208 members 
Mstep: Class 12 contains 2145 members 
Mstep: Class 13 contains 5671 members 
Mstep: Class 14 contains 67617 members 
Mstep: Class 15 contains 10433 members 
Mstep: Class 16 contains 11880 members 
Mstep: Class 17 contains 3914 members 
Mstep: Class 18 contains 25742 members 
Mstep: Class 19 contains 10453 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5669 members 
Mstep: Class 22 contains 15121 members 
Mstep: Class 23 contains 19370 members 
Mstep: Class 24 contains 3638 members 
Mstep: Class 25 contains 14857 members 
Mstep: Class 26 contains 5431 members 
Mstep: Class 27 contains 12343 members 
Mstep: Class 28 contains 11961 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16100 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6907 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10963 members 
Mstep: Class 38 contains 9432 members 
Mstep: Class 39 contains 52693 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22312 members 
Mstep: Class 45 contains 45455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030528.000000 Penalty: 89796.125000
Iteration 405Q: 46 clusters Score -8.103053e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 44823 members 
Mstep: Class 2 contains 12178 members 
Mstep: Class 3 contains 44045 members 
Mstep: Class 4 contains 29637 members 
Mstep: Class 5 contains 31653 members 
Mstep: Class 6 contains 5410 members 
Mstep: Class 7 contains 40931 members 
Mstep: Class 8 contains 21725 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6341 members 
Mstep: Class 11 contains 35199 members 
Mstep: Class 12 contains 2144 members 
Mstep: Class 13 contains 5671 members 
Mstep: Class 14 contains 67617 members 
Mstep: Class 15 contains 10433 members 
Mstep: Class 16 contains 11880 members 
Mstep: Class 17 contains 3915 members 
Mstep: Class 18 contains 25744 members 
Mstep: Class 19 contains 10454 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5670 members 
Mstep: Class 22 contains 15119 members 
Mstep: Class 23 contains 19369 members 
Mstep: Class 24 contains 3637 members 
Mstep: Class 25 contains 14857 members 
Mstep: Class 26 contains 5431 members 
Mstep: Class 27 contains 12342 members 
Mstep: Class 28 contains 11960 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16100 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6907 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10957 members 
Mstep: Class 38 contains 9432 members 
Mstep: Class 39 contains 52702 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22312 members 
Mstep: Class 45 contains 45538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030480.000000 Penalty: 89796.125000
Iteration 406Q: 46 clusters Score -8.103048e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 44807 members 
Mstep: Class 2 contains 12179 members 
Mstep: Class 3 contains 44017 members 
Mstep: Class 4 contains 29642 members 
Mstep: Class 5 contains 31656 members 
Mstep: Class 6 contains 5407 members 
Mstep: Class 7 contains 40898 members 
Mstep: Class 8 contains 21725 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6341 members 
Mstep: Class 11 contains 35193 members 
Mstep: Class 12 contains 2144 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67619 members 
Mstep: Class 15 contains 10433 members 
Mstep: Class 16 contains 11880 members 
Mstep: Class 17 contains 3916 members 
Mstep: Class 18 contains 25746 members 
Mstep: Class 19 contains 10453 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5670 members 
Mstep: Class 22 contains 15119 members 
Mstep: Class 23 contains 19369 members 
Mstep: Class 24 contains 3637 members 
Mstep: Class 25 contains 14859 members 
Mstep: Class 26 contains 5430 members 
Mstep: Class 27 contains 12341 members 
Mstep: Class 28 contains 11960 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16100 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6907 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10953 members 
Mstep: Class 38 contains 9432 members 
Mstep: Class 39 contains 52702 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22312 members 
Mstep: Class 45 contains 45614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030512.000000 Penalty: 89796.125000
Iteration 407Q: 46 clusters Score -8.103051e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 44806 members 
Mstep: Class 2 contains 12180 members 
Mstep: Class 3 contains 43993 members 
Mstep: Class 4 contains 29650 members 
Mstep: Class 5 contains 31663 members 
Mstep: Class 6 contains 5406 members 
Mstep: Class 7 contains 40860 members 
Mstep: Class 8 contains 21725 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6341 members 
Mstep: Class 11 contains 35188 members 
Mstep: Class 12 contains 2144 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67619 members 
Mstep: Class 15 contains 10433 members 
Mstep: Class 16 contains 11879 members 
Mstep: Class 17 contains 3917 members 
Mstep: Class 18 contains 25749 members 
Mstep: Class 19 contains 10453 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5670 members 
Mstep: Class 22 contains 15118 members 
Mstep: Class 23 contains 19369 members 
Mstep: Class 24 contains 3637 members 
Mstep: Class 25 contains 14860 members 
Mstep: Class 26 contains 5428 members 
Mstep: Class 27 contains 12337 members 
Mstep: Class 28 contains 11958 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16100 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6907 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10947 members 
Mstep: Class 38 contains 9433 members 
Mstep: Class 39 contains 52708 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22312 members 
Mstep: Class 45 contains 45671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030520.000000 Penalty: 89796.125000
Iteration 408Q: 46 clusters Score -8.103052e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 44797 members 
Mstep: Class 2 contains 12183 members 
Mstep: Class 3 contains 43971 members 
Mstep: Class 4 contains 29670 members 
Mstep: Class 5 contains 31668 members 
Mstep: Class 6 contains 5406 members 
Mstep: Class 7 contains 40821 members 
Mstep: Class 8 contains 21725 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6341 members 
Mstep: Class 11 contains 35185 members 
Mstep: Class 12 contains 2144 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67616 members 
Mstep: Class 15 contains 10433 members 
Mstep: Class 16 contains 11879 members 
Mstep: Class 17 contains 3916 members 
Mstep: Class 18 contains 25750 members 
Mstep: Class 19 contains 10454 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5670 members 
Mstep: Class 22 contains 15118 members 
Mstep: Class 23 contains 19368 members 
Mstep: Class 24 contains 3637 members 
Mstep: Class 25 contains 14861 members 
Mstep: Class 26 contains 5426 members 
Mstep: Class 27 contains 12334 members 
Mstep: Class 28 contains 11958 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16100 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6907 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10936 members 
Mstep: Class 38 contains 9433 members 
Mstep: Class 39 contains 52710 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22312 members 
Mstep: Class 45 contains 45732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030504.000000 Penalty: 89796.125000
Iteration 409Q: 46 clusters Score -8.10305e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 44784 members 
Mstep: Class 2 contains 12187 members 
Mstep: Class 3 contains 43954 members 
Mstep: Class 4 contains 29689 members 
Mstep: Class 5 contains 31668 members 
Mstep: Class 6 contains 5406 members 
Mstep: Class 7 contains 40796 members 
Mstep: Class 8 contains 21725 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6341 members 
Mstep: Class 11 contains 35181 members 
Mstep: Class 12 contains 2144 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67617 members 
Mstep: Class 15 contains 10433 members 
Mstep: Class 16 contains 11879 members 
Mstep: Class 17 contains 3916 members 
Mstep: Class 18 contains 25751 members 
Mstep: Class 19 contains 10455 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5671 members 
Mstep: Class 22 contains 15116 members 
Mstep: Class 23 contains 19367 members 
Mstep: Class 24 contains 3635 members 
Mstep: Class 25 contains 14861 members 
Mstep: Class 26 contains 5425 members 
Mstep: Class 27 contains 12328 members 
Mstep: Class 28 contains 11955 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16100 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6907 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10924 members 
Mstep: Class 38 contains 9433 members 
Mstep: Class 39 contains 52704 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22312 members 
Mstep: Class 45 contains 45797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030464.000000 Penalty: 89796.125000
Iteration 410Q: 46 clusters Score -8.103046e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 44765 members 
Mstep: Class 2 contains 12189 members 
Mstep: Class 3 contains 43944 members 
Mstep: Class 4 contains 29707 members 
Mstep: Class 5 contains 31669 members 
Mstep: Class 6 contains 5405 members 
Mstep: Class 7 contains 40779 members 
Mstep: Class 8 contains 21725 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6341 members 
Mstep: Class 11 contains 35178 members 
Mstep: Class 12 contains 2144 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67615 members 
Mstep: Class 15 contains 10433 members 
Mstep: Class 16 contains 11879 members 
Mstep: Class 17 contains 3916 members 
Mstep: Class 18 contains 25756 members 
Mstep: Class 19 contains 10454 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5672 members 
Mstep: Class 22 contains 15114 members 
Mstep: Class 23 contains 19367 members 
Mstep: Class 24 contains 3634 members 
Mstep: Class 25 contains 14861 members 
Mstep: Class 26 contains 5425 members 
Mstep: Class 27 contains 12317 members 
Mstep: Class 28 contains 11954 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16100 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1624 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6907 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10916 members 
Mstep: Class 38 contains 9433 members 
Mstep: Class 39 contains 52688 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22312 members 
Mstep: Class 45 contains 45862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030576.000000 Penalty: 89796.125000
Iteration 411Q: 46 clusters Score -8.103058e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 44756 members 
Mstep: Class 2 contains 12192 members 
Mstep: Class 3 contains 43912 members 
Mstep: Class 4 contains 29724 members 
Mstep: Class 5 contains 31672 members 
Mstep: Class 6 contains 5405 members 
Mstep: Class 7 contains 40761 members 
Mstep: Class 8 contains 21725 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6342 members 
Mstep: Class 11 contains 35172 members 
Mstep: Class 12 contains 2144 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67615 members 
Mstep: Class 15 contains 10433 members 
Mstep: Class 16 contains 11879 members 
Mstep: Class 17 contains 3916 members 
Mstep: Class 18 contains 25756 members 
Mstep: Class 19 contains 10453 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5672 members 
Mstep: Class 22 contains 15114 members 
Mstep: Class 23 contains 19366 members 
Mstep: Class 24 contains 3636 members 
Mstep: Class 25 contains 14861 members 
Mstep: Class 26 contains 5424 members 
Mstep: Class 27 contains 12310 members 
Mstep: Class 28 contains 11953 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16100 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6907 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10908 members 
Mstep: Class 38 contains 9433 members 
Mstep: Class 39 contains 52684 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Mstep: Class 45 contains 45926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030592.000000 Penalty: 89796.125000
Iteration 412Q: 46 clusters Score -8.103059e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 44740 members 
Mstep: Class 2 contains 12194 members 
Mstep: Class 3 contains 43893 members 
Mstep: Class 4 contains 29732 members 
Mstep: Class 5 contains 31672 members 
Mstep: Class 6 contains 5405 members 
Mstep: Class 7 contains 40728 members 
Mstep: Class 8 contains 21725 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6343 members 
Mstep: Class 11 contains 35171 members 
Mstep: Class 12 contains 2143 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67614 members 
Mstep: Class 15 contains 10433 members 
Mstep: Class 16 contains 11879 members 
Mstep: Class 17 contains 3916 members 
Mstep: Class 18 contains 25756 members 
Mstep: Class 19 contains 10454 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5672 members 
Mstep: Class 22 contains 15114 members 
Mstep: Class 23 contains 19366 members 
Mstep: Class 24 contains 3636 members 
Mstep: Class 25 contains 14861 members 
Mstep: Class 26 contains 5424 members 
Mstep: Class 27 contains 12313 members 
Mstep: Class 28 contains 11953 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16100 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6907 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10900 members 
Mstep: Class 38 contains 9433 members 
Mstep: Class 39 contains 52683 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Mstep: Class 45 contains 45991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030584.000000 Penalty: 89796.125000
Iteration 413Q: 46 clusters Score -8.103058e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 44736 members 
Mstep: Class 2 contains 12194 members 
Mstep: Class 3 contains 43864 members 
Mstep: Class 4 contains 29734 members 
Mstep: Class 5 contains 31677 members 
Mstep: Class 6 contains 5402 members 
Mstep: Class 7 contains 40718 members 
Mstep: Class 8 contains 21725 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6343 members 
Mstep: Class 11 contains 35172 members 
Mstep: Class 12 contains 2143 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67615 members 
Mstep: Class 15 contains 10433 members 
Mstep: Class 16 contains 11879 members 
Mstep: Class 17 contains 3916 members 
Mstep: Class 18 contains 25754 members 
Mstep: Class 19 contains 10456 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5672 members 
Mstep: Class 22 contains 15113 members 
Mstep: Class 23 contains 19366 members 
Mstep: Class 24 contains 3636 members 
Mstep: Class 25 contains 14861 members 
Mstep: Class 26 contains 5423 members 
Mstep: Class 27 contains 12306 members 
Mstep: Class 28 contains 11951 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16100 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6907 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10887 members 
Mstep: Class 38 contains 9433 members 
Mstep: Class 39 contains 52680 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Mstep: Class 45 contains 46055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030672.000000 Penalty: 89796.125000
Iteration 414Q: 46 clusters Score -8.103067e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 44761 members 
Mstep: Class 2 contains 12197 members 
Mstep: Class 3 contains 43819 members 
Mstep: Class 4 contains 29741 members 
Mstep: Class 5 contains 31677 members 
Mstep: Class 6 contains 5400 members 
Mstep: Class 7 contains 40688 members 
Mstep: Class 8 contains 21725 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6343 members 
Mstep: Class 11 contains 35178 members 
Mstep: Class 12 contains 2142 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67617 members 
Mstep: Class 15 contains 10433 members 
Mstep: Class 16 contains 11879 members 
Mstep: Class 17 contains 3916 members 
Mstep: Class 18 contains 25754 members 
Mstep: Class 19 contains 10457 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5671 members 
Mstep: Class 22 contains 15110 members 
Mstep: Class 23 contains 19366 members 
Mstep: Class 24 contains 3636 members 
Mstep: Class 25 contains 14861 members 
Mstep: Class 26 contains 5423 members 
Mstep: Class 27 contains 12293 members 
Mstep: Class 28 contains 11950 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16099 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6907 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10879 members 
Mstep: Class 38 contains 9433 members 
Mstep: Class 39 contains 52696 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Mstep: Class 45 contains 46100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030752.000000 Penalty: 89796.125000
Iteration 415Q: 46 clusters Score -8.103075e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 44757 members 
Mstep: Class 2 contains 12197 members 
Mstep: Class 3 contains 43776 members 
Mstep: Class 4 contains 29751 members 
Mstep: Class 5 contains 31679 members 
Mstep: Class 6 contains 5398 members 
Mstep: Class 7 contains 40694 members 
Mstep: Class 8 contains 21725 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6343 members 
Mstep: Class 11 contains 35178 members 
Mstep: Class 12 contains 2142 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67614 members 
Mstep: Class 15 contains 10433 members 
Mstep: Class 16 contains 11879 members 
Mstep: Class 17 contains 3916 members 
Mstep: Class 18 contains 25756 members 
Mstep: Class 19 contains 10458 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5672 members 
Mstep: Class 22 contains 15108 members 
Mstep: Class 23 contains 19366 members 
Mstep: Class 24 contains 3635 members 
Mstep: Class 25 contains 14861 members 
Mstep: Class 26 contains 5421 members 
Mstep: Class 27 contains 12282 members 
Mstep: Class 28 contains 11952 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16099 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6907 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10868 members 
Mstep: Class 38 contains 9433 members 
Mstep: Class 39 contains 52697 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Mstep: Class 45 contains 46154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030632.000000 Penalty: 89796.125000
Iteration 416Q: 46 clusters Score -8.103063e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 44775 members 
Mstep: Class 2 contains 12196 members 
Mstep: Class 3 contains 43757 members 
Mstep: Class 4 contains 29755 members 
Mstep: Class 5 contains 31684 members 
Mstep: Class 6 contains 5398 members 
Mstep: Class 7 contains 40677 members 
Mstep: Class 8 contains 21725 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6342 members 
Mstep: Class 11 contains 35177 members 
Mstep: Class 12 contains 2141 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67614 members 
Mstep: Class 15 contains 10433 members 
Mstep: Class 16 contains 11879 members 
Mstep: Class 17 contains 3916 members 
Mstep: Class 18 contains 25755 members 
Mstep: Class 19 contains 10458 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5671 members 
Mstep: Class 22 contains 15106 members 
Mstep: Class 23 contains 19366 members 
Mstep: Class 24 contains 3635 members 
Mstep: Class 25 contains 14862 members 
Mstep: Class 26 contains 5422 members 
Mstep: Class 27 contains 12282 members 
Mstep: Class 28 contains 11952 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16100 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6907 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10861 members 
Mstep: Class 38 contains 9433 members 
Mstep: Class 39 contains 52678 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Mstep: Class 45 contains 46194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030600.000000 Penalty: 89796.125000
Iteration 417Q: 46 clusters Score -8.10306e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 44774 members 
Mstep: Class 2 contains 12197 members 
Mstep: Class 3 contains 43743 members 
Mstep: Class 4 contains 29755 members 
Mstep: Class 5 contains 31686 members 
Mstep: Class 6 contains 5399 members 
Mstep: Class 7 contains 40654 members 
Mstep: Class 8 contains 21725 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6342 members 
Mstep: Class 11 contains 35175 members 
Mstep: Class 12 contains 2140 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67617 members 
Mstep: Class 15 contains 10433 members 
Mstep: Class 16 contains 11879 members 
Mstep: Class 17 contains 3916 members 
Mstep: Class 18 contains 25756 members 
Mstep: Class 19 contains 10458 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5671 members 
Mstep: Class 22 contains 15105 members 
Mstep: Class 23 contains 19366 members 
Mstep: Class 24 contains 3635 members 
Mstep: Class 25 contains 14862 members 
Mstep: Class 26 contains 5422 members 
Mstep: Class 27 contains 12284 members 
Mstep: Class 28 contains 11951 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16100 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6908 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10858 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 52663 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Mstep: Class 45 contains 46243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030512.000000 Penalty: 89796.125000
Iteration 418Q: 46 clusters Score -8.103051e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 44779 members 
Mstep: Class 2 contains 12198 members 
Mstep: Class 3 contains 43736 members 
Mstep: Class 4 contains 29761 members 
Mstep: Class 5 contains 31682 members 
Mstep: Class 6 contains 5399 members 
Mstep: Class 7 contains 40631 members 
Mstep: Class 8 contains 21725 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6343 members 
Mstep: Class 11 contains 35175 members 
Mstep: Class 12 contains 2138 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67617 members 
Mstep: Class 15 contains 10433 members 
Mstep: Class 16 contains 11879 members 
Mstep: Class 17 contains 3916 members 
Mstep: Class 18 contains 25756 members 
Mstep: Class 19 contains 10457 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5671 members 
Mstep: Class 22 contains 15103 members 
Mstep: Class 23 contains 19366 members 
Mstep: Class 24 contains 3635 members 
Mstep: Class 25 contains 14863 members 
Mstep: Class 26 contains 5422 members 
Mstep: Class 27 contains 12288 members 
Mstep: Class 28 contains 11950 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16100 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6908 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10850 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 52646 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Mstep: Class 45 contains 46290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030520.000000 Penalty: 89796.125000
Iteration 419Q: 46 clusters Score -8.103052e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 44772 members 
Mstep: Class 2 contains 12200 members 
Mstep: Class 3 contains 43735 members 
Mstep: Class 4 contains 29761 members 
Mstep: Class 5 contains 31681 members 
Mstep: Class 6 contains 5399 members 
Mstep: Class 7 contains 40617 members 
Mstep: Class 8 contains 21725 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6343 members 
Mstep: Class 11 contains 35185 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67620 members 
Mstep: Class 15 contains 10434 members 
Mstep: Class 16 contains 11879 members 
Mstep: Class 17 contains 3916 members 
Mstep: Class 18 contains 25758 members 
Mstep: Class 19 contains 10456 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5670 members 
Mstep: Class 22 contains 15099 members 
Mstep: Class 23 contains 19366 members 
Mstep: Class 24 contains 3635 members 
Mstep: Class 25 contains 14864 members 
Mstep: Class 26 contains 5422 members 
Mstep: Class 27 contains 12289 members 
Mstep: Class 28 contains 11950 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16100 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6908 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10844 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 52607 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Mstep: Class 45 contains 46343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030464.000000 Penalty: 89796.125000
Iteration 420F: 46 clusters Score -8.103046e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 44764 members 
Mstep: Class 2 contains 12199 members 
Mstep: Class 3 contains 43731 members 
Mstep: Class 4 contains 29765 members 
Mstep: Class 5 contains 31685 members 
Mstep: Class 6 contains 5399 members 
Mstep: Class 7 contains 40613 members 
Mstep: Class 8 contains 21725 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6343 members 
Mstep: Class 11 contains 35190 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67620 members 
Mstep: Class 15 contains 10435 members 
Mstep: Class 16 contains 11879 members 
Mstep: Class 17 contains 3916 members 
Mstep: Class 18 contains 25758 members 
Mstep: Class 19 contains 10456 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5671 members 
Mstep: Class 22 contains 15095 members 
Mstep: Class 23 contains 19366 members 
Mstep: Class 24 contains 3635 members 
Mstep: Class 25 contains 14863 members 
Mstep: Class 26 contains 5422 members 
Mstep: Class 27 contains 12286 members 
Mstep: Class 28 contains 11950 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16099 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6908 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10839 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 52573 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Mstep: Class 45 contains 46393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030448.000000 Penalty: 89796.125000
Iteration 421Q: 46 clusters Score -8.103045e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 44752 members 
Mstep: Class 2 contains 12199 members 
Mstep: Class 3 contains 43719 members 
Mstep: Class 4 contains 29766 members 
Mstep: Class 5 contains 31686 members 
Mstep: Class 6 contains 5399 members 
Mstep: Class 7 contains 40613 members 
Mstep: Class 8 contains 21725 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6343 members 
Mstep: Class 11 contains 35197 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67618 members 
Mstep: Class 15 contains 10436 members 
Mstep: Class 16 contains 11879 members 
Mstep: Class 17 contains 3916 members 
Mstep: Class 18 contains 25759 members 
Mstep: Class 19 contains 10458 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5671 members 
Mstep: Class 22 contains 15092 members 
Mstep: Class 23 contains 19366 members 
Mstep: Class 24 contains 3635 members 
Mstep: Class 25 contains 14864 members 
Mstep: Class 26 contains 5422 members 
Mstep: Class 27 contains 12273 members 
Mstep: Class 28 contains 11950 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16099 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6908 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10832 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 52553 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Mstep: Class 45 contains 46448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030560.000000 Penalty: 89796.125000
Iteration 422Q: 46 clusters Score -8.103056e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 44755 members 
Mstep: Class 2 contains 12198 members 
Mstep: Class 3 contains 43707 members 
Mstep: Class 4 contains 29765 members 
Mstep: Class 5 contains 31687 members 
Mstep: Class 6 contains 5399 members 
Mstep: Class 7 contains 40591 members 
Mstep: Class 8 contains 21725 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6345 members 
Mstep: Class 11 contains 35196 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67623 members 
Mstep: Class 15 contains 10437 members 
Mstep: Class 16 contains 11878 members 
Mstep: Class 17 contains 3916 members 
Mstep: Class 18 contains 25758 members 
Mstep: Class 19 contains 10458 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5671 members 
Mstep: Class 22 contains 15089 members 
Mstep: Class 23 contains 19366 members 
Mstep: Class 24 contains 3635 members 
Mstep: Class 25 contains 14864 members 
Mstep: Class 26 contains 5422 members 
Mstep: Class 27 contains 12271 members 
Mstep: Class 28 contains 11950 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16099 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6909 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10827 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 52540 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Mstep: Class 45 contains 46497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030640.000000 Penalty: 89796.125000
Iteration 423Q: 46 clusters Score -8.103064e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 44746 members 
Mstep: Class 2 contains 12197 members 
Mstep: Class 3 contains 43694 members 
Mstep: Class 4 contains 29771 members 
Mstep: Class 5 contains 31698 members 
Mstep: Class 6 contains 5398 members 
Mstep: Class 7 contains 40580 members 
Mstep: Class 8 contains 21725 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6345 members 
Mstep: Class 11 contains 35190 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67622 members 
Mstep: Class 15 contains 10437 members 
Mstep: Class 16 contains 11878 members 
Mstep: Class 17 contains 3915 members 
Mstep: Class 18 contains 25759 members 
Mstep: Class 19 contains 10459 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5672 members 
Mstep: Class 22 contains 15088 members 
Mstep: Class 23 contains 19365 members 
Mstep: Class 24 contains 3635 members 
Mstep: Class 25 contains 14866 members 
Mstep: Class 26 contains 5422 members 
Mstep: Class 27 contains 12265 members 
Mstep: Class 28 contains 11951 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16099 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6909 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10820 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 52528 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Mstep: Class 45 contains 46544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030576.000000 Penalty: 89796.125000
Iteration 424Q: 46 clusters Score -8.103058e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 44734 members 
Mstep: Class 2 contains 12198 members 
Mstep: Class 3 contains 43685 members 
Mstep: Class 4 contains 29776 members 
Mstep: Class 5 contains 31705 members 
Mstep: Class 6 contains 5396 members 
Mstep: Class 7 contains 40561 members 
Mstep: Class 8 contains 21725 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6344 members 
Mstep: Class 11 contains 35183 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67620 members 
Mstep: Class 15 contains 10437 members 
Mstep: Class 16 contains 11878 members 
Mstep: Class 17 contains 3914 members 
Mstep: Class 18 contains 25759 members 
Mstep: Class 19 contains 10459 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5672 members 
Mstep: Class 22 contains 15087 members 
Mstep: Class 23 contains 19363 members 
Mstep: Class 24 contains 3635 members 
Mstep: Class 25 contains 14866 members 
Mstep: Class 26 contains 5422 members 
Mstep: Class 27 contains 12266 members 
Mstep: Class 28 contains 11952 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16099 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6909 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10814 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 52519 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Mstep: Class 45 contains 46600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030688.000000 Penalty: 89796.125000
Iteration 425Q: 46 clusters Score -8.103069e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 44708 members 
Mstep: Class 2 contains 12201 members 
Mstep: Class 3 contains 43681 members 
Mstep: Class 4 contains 29776 members 
Mstep: Class 5 contains 31709 members 
Mstep: Class 6 contains 5394 members 
Mstep: Class 7 contains 40543 members 
Mstep: Class 8 contains 21725 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6344 members 
Mstep: Class 11 contains 35180 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67618 members 
Mstep: Class 15 contains 10437 members 
Mstep: Class 16 contains 11879 members 
Mstep: Class 17 contains 3914 members 
Mstep: Class 18 contains 25759 members 
Mstep: Class 19 contains 10460 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5672 members 
Mstep: Class 22 contains 15084 members 
Mstep: Class 23 contains 19365 members 
Mstep: Class 24 contains 3635 members 
Mstep: Class 25 contains 14866 members 
Mstep: Class 26 contains 5422 members 
Mstep: Class 27 contains 12264 members 
Mstep: Class 28 contains 11953 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16099 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6909 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10803 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 52508 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Mstep: Class 45 contains 46670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030552.000000 Penalty: 89796.125000
Iteration 426Q: 46 clusters Score -8.103055e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 44670 members 
Mstep: Class 2 contains 12200 members 
Mstep: Class 3 contains 43669 members 
Mstep: Class 4 contains 29779 members 
Mstep: Class 5 contains 31712 members 
Mstep: Class 6 contains 5394 members 
Mstep: Class 7 contains 40535 members 
Mstep: Class 8 contains 21725 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6344 members 
Mstep: Class 11 contains 35181 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67618 members 
Mstep: Class 15 contains 10437 members 
Mstep: Class 16 contains 11879 members 
Mstep: Class 17 contains 3914 members 
Mstep: Class 18 contains 25759 members 
Mstep: Class 19 contains 10458 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5672 members 
Mstep: Class 22 contains 15082 members 
Mstep: Class 23 contains 19365 members 
Mstep: Class 24 contains 3635 members 
Mstep: Class 25 contains 14866 members 
Mstep: Class 26 contains 5422 members 
Mstep: Class 27 contains 12265 members 
Mstep: Class 28 contains 11951 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16099 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6909 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10790 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 52495 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Mstep: Class 45 contains 46753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030560.000000 Penalty: 89796.125000
Iteration 427Q: 46 clusters Score -8.103056e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 44639 members 
Mstep: Class 2 contains 12201 members 
Mstep: Class 3 contains 43661 members 
Mstep: Class 4 contains 29785 members 
Mstep: Class 5 contains 31719 members 
Mstep: Class 6 contains 5391 members 
Mstep: Class 7 contains 40537 members 
Mstep: Class 8 contains 21724 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6344 members 
Mstep: Class 11 contains 35177 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67617 members 
Mstep: Class 15 contains 10438 members 
Mstep: Class 16 contains 11879 members 
Mstep: Class 17 contains 3914 members 
Mstep: Class 18 contains 25760 members 
Mstep: Class 19 contains 10458 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5672 members 
Mstep: Class 22 contains 15080 members 
Mstep: Class 23 contains 19365 members 
Mstep: Class 24 contains 3636 members 
Mstep: Class 25 contains 14866 members 
Mstep: Class 26 contains 5422 members 
Mstep: Class 27 contains 12264 members 
Mstep: Class 28 contains 11946 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16099 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6909 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10778 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 52466 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Mstep: Class 45 contains 46831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030776.000000 Penalty: 89796.125000
Iteration 428Q: 46 clusters Score -8.103078e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 44608 members 
Mstep: Class 2 contains 12203 members 
Mstep: Class 3 contains 43659 members 
Mstep: Class 4 contains 29787 members 
Mstep: Class 5 contains 31723 members 
Mstep: Class 6 contains 5389 members 
Mstep: Class 7 contains 40538 members 
Mstep: Class 8 contains 21724 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6344 members 
Mstep: Class 11 contains 35180 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67617 members 
Mstep: Class 15 contains 10438 members 
Mstep: Class 16 contains 11879 members 
Mstep: Class 17 contains 3915 members 
Mstep: Class 18 contains 25762 members 
Mstep: Class 19 contains 10458 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5671 members 
Mstep: Class 22 contains 15078 members 
Mstep: Class 23 contains 19365 members 
Mstep: Class 24 contains 3636 members 
Mstep: Class 25 contains 14866 members 
Mstep: Class 26 contains 5422 members 
Mstep: Class 27 contains 12262 members 
Mstep: Class 28 contains 11945 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16099 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6909 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10762 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 52434 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Mstep: Class 45 contains 46905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030560.000000 Penalty: 89796.125000
Iteration 429Q: 46 clusters Score -8.103056e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 44594 members 
Mstep: Class 2 contains 12203 members 
Mstep: Class 3 contains 43661 members 
Mstep: Class 4 contains 29787 members 
Mstep: Class 5 contains 31728 members 
Mstep: Class 6 contains 5389 members 
Mstep: Class 7 contains 40534 members 
Mstep: Class 8 contains 21724 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6344 members 
Mstep: Class 11 contains 35178 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67615 members 
Mstep: Class 15 contains 10438 members 
Mstep: Class 16 contains 11878 members 
Mstep: Class 17 contains 3915 members 
Mstep: Class 18 contains 25762 members 
Mstep: Class 19 contains 10458 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5670 members 
Mstep: Class 22 contains 15075 members 
Mstep: Class 23 contains 19365 members 
Mstep: Class 24 contains 3636 members 
Mstep: Class 25 contains 14866 members 
Mstep: Class 26 contains 5422 members 
Mstep: Class 27 contains 12262 members 
Mstep: Class 28 contains 11941 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16098 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6909 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10747 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 52411 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Mstep: Class 45 contains 46968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030584.000000 Penalty: 89796.125000
Iteration 430Q: 46 clusters Score -8.103058e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 44590 members 
Mstep: Class 2 contains 12204 members 
Mstep: Class 3 contains 43658 members 
Mstep: Class 4 contains 29782 members 
Mstep: Class 5 contains 31733 members 
Mstep: Class 6 contains 5389 members 
Mstep: Class 7 contains 40511 members 
Mstep: Class 8 contains 21724 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6344 members 
Mstep: Class 11 contains 35179 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67614 members 
Mstep: Class 15 contains 10438 members 
Mstep: Class 16 contains 11879 members 
Mstep: Class 17 contains 3915 members 
Mstep: Class 18 contains 25763 members 
Mstep: Class 19 contains 10457 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5669 members 
Mstep: Class 22 contains 15070 members 
Mstep: Class 23 contains 19365 members 
Mstep: Class 24 contains 3636 members 
Mstep: Class 25 contains 14866 members 
Mstep: Class 26 contains 5423 members 
Mstep: Class 27 contains 12258 members 
Mstep: Class 28 contains 11941 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16098 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6909 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10734 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 52403 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Mstep: Class 45 contains 47026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030544.000000 Penalty: 89796.125000
Iteration 431Q: 46 clusters Score -8.103054e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 44594 members 
Mstep: Class 2 contains 12204 members 
Mstep: Class 3 contains 43659 members 
Mstep: Class 4 contains 29780 members 
Mstep: Class 5 contains 31735 members 
Mstep: Class 6 contains 5389 members 
Mstep: Class 7 contains 40479 members 
Mstep: Class 8 contains 21724 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6343 members 
Mstep: Class 11 contains 35186 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67612 members 
Mstep: Class 15 contains 10437 members 
Mstep: Class 16 contains 11879 members 
Mstep: Class 17 contains 3915 members 
Mstep: Class 18 contains 25764 members 
Mstep: Class 19 contains 10456 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5667 members 
Mstep: Class 22 contains 15065 members 
Mstep: Class 23 contains 19365 members 
Mstep: Class 24 contains 3636 members 
Mstep: Class 25 contains 14866 members 
Mstep: Class 26 contains 5424 members 
Mstep: Class 27 contains 12249 members 
Mstep: Class 28 contains 11941 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16098 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6909 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10722 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 52397 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Mstep: Class 45 contains 47083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030544.000000 Penalty: 89796.125000
Iteration 432Q: 46 clusters Score -8.103054e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 44597 members 
Mstep: Class 2 contains 12204 members 
Mstep: Class 3 contains 43653 members 
Mstep: Class 4 contains 29777 members 
Mstep: Class 5 contains 31735 members 
Mstep: Class 6 contains 5389 members 
Mstep: Class 7 contains 40445 members 
Mstep: Class 8 contains 21725 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6343 members 
Mstep: Class 11 contains 35186 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67610 members 
Mstep: Class 15 contains 10437 members 
Mstep: Class 16 contains 11879 members 
Mstep: Class 17 contains 3915 members 
Mstep: Class 18 contains 25762 members 
Mstep: Class 19 contains 10456 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5669 members 
Mstep: Class 22 contains 15063 members 
Mstep: Class 23 contains 19365 members 
Mstep: Class 24 contains 3636 members 
Mstep: Class 25 contains 14866 members 
Mstep: Class 26 contains 5424 members 
Mstep: Class 27 contains 12249 members 
Mstep: Class 28 contains 11940 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16098 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6909 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10709 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 52395 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Mstep: Class 45 contains 47142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030544.000000 Penalty: 89796.125000
Iteration 433Q: 46 clusters Score -8.103054e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 44590 members 
Mstep: Class 2 contains 12204 members 
Mstep: Class 3 contains 43652 members 
Mstep: Class 4 contains 29771 members 
Mstep: Class 5 contains 31738 members 
Mstep: Class 6 contains 5389 members 
Mstep: Class 7 contains 40421 members 
Mstep: Class 8 contains 21725 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6343 members 
Mstep: Class 11 contains 35188 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67613 members 
Mstep: Class 15 contains 10437 members 
Mstep: Class 16 contains 11879 members 
Mstep: Class 17 contains 3915 members 
Mstep: Class 18 contains 25762 members 
Mstep: Class 19 contains 10456 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5672 members 
Mstep: Class 22 contains 15062 members 
Mstep: Class 23 contains 19364 members 
Mstep: Class 24 contains 3636 members 
Mstep: Class 25 contains 14866 members 
Mstep: Class 26 contains 5423 members 
Mstep: Class 27 contains 12246 members 
Mstep: Class 28 contains 11940 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16098 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6909 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10702 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 52380 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Mstep: Class 45 contains 47197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030624.000000 Penalty: 89796.125000
Iteration 434Q: 46 clusters Score -8.103062e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 44569 members 
Mstep: Class 2 contains 12204 members 
Mstep: Class 3 contains 43661 members 
Mstep: Class 4 contains 29774 members 
Mstep: Class 5 contains 31743 members 
Mstep: Class 6 contains 5389 members 
Mstep: Class 7 contains 40377 members 
Mstep: Class 8 contains 21725 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6343 members 
Mstep: Class 11 contains 35189 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67616 members 
Mstep: Class 15 contains 10437 members 
Mstep: Class 16 contains 11879 members 
Mstep: Class 17 contains 3916 members 
Mstep: Class 18 contains 25762 members 
Mstep: Class 19 contains 10456 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5673 members 
Mstep: Class 22 contains 15061 members 
Mstep: Class 23 contains 19365 members 
Mstep: Class 24 contains 3636 members 
Mstep: Class 25 contains 14866 members 
Mstep: Class 26 contains 5423 members 
Mstep: Class 27 contains 12239 members 
Mstep: Class 28 contains 11939 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16098 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6909 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10696 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 52373 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Mstep: Class 45 contains 47260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030688.000000 Penalty: 89796.125000
Iteration 435Q: 46 clusters Score -8.103069e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 44550 members 
Mstep: Class 2 contains 12205 members 
Mstep: Class 3 contains 43670 members 
Mstep: Class 4 contains 29773 members 
Mstep: Class 5 contains 31743 members 
Mstep: Class 6 contains 5389 members 
Mstep: Class 7 contains 40340 members 
Mstep: Class 8 contains 21726 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6343 members 
Mstep: Class 11 contains 35193 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67616 members 
Mstep: Class 15 contains 10437 members 
Mstep: Class 16 contains 11879 members 
Mstep: Class 17 contains 3916 members 
Mstep: Class 18 contains 25760 members 
Mstep: Class 19 contains 10456 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5673 members 
Mstep: Class 22 contains 15059 members 
Mstep: Class 23 contains 19365 members 
Mstep: Class 24 contains 3636 members 
Mstep: Class 25 contains 14866 members 
Mstep: Class 26 contains 5423 members 
Mstep: Class 27 contains 12241 members 
Mstep: Class 28 contains 11939 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16098 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6909 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10696 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 52366 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Mstep: Class 45 contains 47311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030752.000000 Penalty: 89796.125000
Iteration 436Q: 46 clusters Score -8.103075e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 44536 members 
Mstep: Class 2 contains 12207 members 
Mstep: Class 3 contains 43674 members 
Mstep: Class 4 contains 29777 members 
Mstep: Class 5 contains 31743 members 
Mstep: Class 6 contains 5388 members 
Mstep: Class 7 contains 40305 members 
Mstep: Class 8 contains 21726 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6343 members 
Mstep: Class 11 contains 35200 members 
Mstep: Class 12 contains 2138 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67617 members 
Mstep: Class 15 contains 10437 members 
Mstep: Class 16 contains 11879 members 
Mstep: Class 17 contains 3916 members 
Mstep: Class 18 contains 25759 members 
Mstep: Class 19 contains 10456 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5673 members 
Mstep: Class 22 contains 15057 members 
Mstep: Class 23 contains 19365 members 
Mstep: Class 24 contains 3636 members 
Mstep: Class 25 contains 14866 members 
Mstep: Class 26 contains 5423 members 
Mstep: Class 27 contains 12242 members 
Mstep: Class 28 contains 11939 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16098 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6909 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10694 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 52359 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Mstep: Class 45 contains 47355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030784.000000 Penalty: 89796.125000
Iteration 437Q: 46 clusters Score -8.103078e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 44499 members 
Mstep: Class 2 contains 12207 members 
Mstep: Class 3 contains 43666 members 
Mstep: Class 4 contains 29784 members 
Mstep: Class 5 contains 31743 members 
Mstep: Class 6 contains 5387 members 
Mstep: Class 7 contains 40282 members 
Mstep: Class 8 contains 21726 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6343 members 
Mstep: Class 11 contains 35205 members 
Mstep: Class 12 contains 2138 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67617 members 
Mstep: Class 15 contains 10437 members 
Mstep: Class 16 contains 11879 members 
Mstep: Class 17 contains 3916 members 
Mstep: Class 18 contains 25760 members 
Mstep: Class 19 contains 10456 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5673 members 
Mstep: Class 22 contains 15055 members 
Mstep: Class 23 contains 19365 members 
Mstep: Class 24 contains 3636 members 
Mstep: Class 25 contains 14866 members 
Mstep: Class 26 contains 5422 members 
Mstep: Class 27 contains 12240 members 
Mstep: Class 28 contains 11939 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16098 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6909 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10688 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 52357 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Mstep: Class 45 contains 47424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030760.000000 Penalty: 89796.125000
Iteration 438Q: 46 clusters Score -8.103076e+07 nChanged 213
Entering ConstructFrom: 
Score: -81030760.000000 Penalty: 89796.125000
Entering ConstructFrom: 
Trying to split cluster 1 (44462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44462 members 
Entering Unmasked Estep 
Score: -5666271.000000 Penalty: 1592.515625
	Iteration 0F: 2 clusters Score -5666271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 22216 members 
Entering Unmasked Estep 
Score: -5637678.500000 Penalty: 3185.031250
	Iteration 0F: 3 clusters Score -5637678 nChanged 20279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22107 members 
Mstep: Class 2 contains 22355 members 
Entering Unmasked Estep 
Score: -5648941.500000 Penalty: 3185.031250
	Iteration 1F: 3 clusters Score -5648942 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Mstep: Class 2 contains 22304 members 
Entering Unmasked Estep 
Score: -5649593.500000 Penalty: 3185.031250
	Iteration 2Q: 3 clusters Score -5649594 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -5650227.000000 Penalty: 3185.031250
	Iteration 3Q: 3 clusters Score -5650227 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -5650791.000000 Penalty: 3185.031250
	Iteration 4Q: 3 clusters Score -5650791 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22717 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -5651424.000000 Penalty: 3185.031250
	Iteration 5Q: 3 clusters Score -5651424 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23014 members 
Mstep: Class 2 contains 21448 members 
Entering Unmasked Estep 
Score: -5652061.000000 Penalty: 3185.031250
	Iteration 6Q: 3 clusters Score -5652061 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23394 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -5652805.000000 Penalty: 3185.031250
	Iteration 7Q: 3 clusters Score -5652805 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -5653570.500000 Penalty: 3185.031250
	Iteration 8Q: 3 clusters Score -5653570 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24359 members 
Mstep: Class 2 contains 20103 members 
Entering Unmasked Estep 
Score: -5654561.500000 Penalty: 3185.031250
	Iteration 9Q: 3 clusters Score -5654562 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25014 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -5655654.500000 Penalty: 3185.031250
	Iteration 10Q: 3 clusters Score -5655654 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25727 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -5656786.000000 Penalty: 3185.031250
	Iteration 11Q: 3 clusters Score -5656786 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26431 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -5657736.500000 Penalty: 3185.031250
	Iteration 12Q: 3 clusters Score -5657736 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27147 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -5658502.000000 Penalty: 3185.031250
	Iteration 13Q: 3 clusters Score -5658502 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27810 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -5658985.500000 Penalty: 3185.031250
	Iteration 14Q: 3 clusters Score -5658986 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28427 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -5659266.500000 Penalty: 3185.031250
	Iteration 15Q: 3 clusters Score -5659266 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29011 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -5659487.500000 Penalty: 3185.031250
	Iteration 16Q: 3 clusters Score -5659488 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29569 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -5659679.500000 Penalty: 3185.031250
	Iteration 17Q: 3 clusters Score -5659680 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30157 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -5659858.000000 Penalty: 3185.031250
	Iteration 18Q: 3 clusters Score -5659858 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30749 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -5660025.500000 Penalty: 3185.031250
	Iteration 19Q: 3 clusters Score -5660026 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31310 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -5660185.500000 Penalty: 3185.031250
	Iteration 20F: 3 clusters Score -5660186 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31870 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -5660377.000000 Penalty: 3185.031250
	Iteration 21Q: 3 clusters Score -5660377 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32447 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -5660535.000000 Penalty: 3185.031250
	Iteration 22Q: 3 clusters Score -5660535 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33028 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -5660736.000000 Penalty: 3185.031250
	Iteration 23Q: 3 clusters Score -5660736 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33612 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -5660947.500000 Penalty: 3185.031250
	Iteration 24Q: 3 clusters Score -5660948 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34215 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -5661150.500000 Penalty: 3185.031250
	Iteration 25Q: 3 clusters Score -5661150 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34819 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -5661382.000000 Penalty: 3185.031250
	Iteration 26Q: 3 clusters Score -5661382 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35403 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -5661553.500000 Penalty: 3185.031250
	Iteration 27Q: 3 clusters Score -5661554 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35960 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -5661735.000000 Penalty: 3185.031250
	Iteration 28Q: 3 clusters Score -5661735 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36490 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -5661901.000000 Penalty: 3185.031250
	Iteration 29Q: 3 clusters Score -5661901 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37014 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -5662098.500000 Penalty: 3185.031250
	Iteration 30Q: 3 clusters Score -5662098 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37532 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -5662303.500000 Penalty: 3185.031250
	Iteration 31Q: 3 clusters Score -5662304 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38042 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -5662492.000000 Penalty: 3185.031250
	Iteration 32Q: 3 clusters Score -5662492 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38537 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -5662653.500000 Penalty: 3185.031250
	Iteration 33Q: 3 clusters Score -5662654 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39004 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -5662817.000000 Penalty: 3185.031250
	Iteration 34Q: 3 clusters Score -5662817 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39445 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -5662964.000000 Penalty: 3185.031250
	Iteration 35Q: 3 clusters Score -5662964 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39847 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -5663101.500000 Penalty: 3185.031250
	Iteration 36Q: 3 clusters Score -5663102 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40208 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -5663213.000000 Penalty: 3185.031250
	Iteration 37Q: 3 clusters Score -5663213 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40537 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -5663328.500000 Penalty: 3185.031250
	Iteration 38Q: 3 clusters Score -5663328 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40868 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -5663469.000000 Penalty: 3185.031250
	Iteration 39Q: 3 clusters Score -5663469 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41165 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -5663608.000000 Penalty: 3185.031250
	Iteration 40F: 3 clusters Score -5663608 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41439 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -5663686.500000 Penalty: 3185.031250
	Iteration 41Q: 3 clusters Score -5663686 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41713 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -5663810.500000 Penalty: 3185.031250
	Iteration 42Q: 3 clusters Score -5663810 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41965 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -5663939.000000 Penalty: 3185.031250
	Iteration 43Q: 3 clusters Score -5663939 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42225 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -5664044.000000 Penalty: 3185.031250
	Iteration 44Q: 3 clusters Score -5664044 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42467 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -5664172.500000 Penalty: 3185.031250
	Iteration 45Q: 3 clusters Score -5664172 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42701 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -5664286.500000 Penalty: 3185.031250
	Iteration 46Q: 3 clusters Score -5664286 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42902 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -5664403.000000 Penalty: 3185.031250
	Iteration 47Q: 3 clusters Score -5664403 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43088 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -5664527.500000 Penalty: 3185.031250
	Iteration 48Q: 3 clusters Score -5664528 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43231 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -5664610.500000 Penalty: 3185.031250
	Iteration 49Q: 3 clusters Score -5664610 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43353 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -5664685.500000 Penalty: 3185.031250
	Iteration 50Q: 3 clusters Score -5664686 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43452 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -5664731.500000 Penalty: 3185.031250
	Iteration 51Q: 3 clusters Score -5664732 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43531 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -5664781.000000 Penalty: 3185.031250
	Iteration 52Q: 3 clusters Score -5664781 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43588 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -5664817.000000 Penalty: 3185.031250
	Iteration 53Q: 3 clusters Score -5664817 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43638 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -5664848.500000 Penalty: 3185.031250
	Iteration 54Q: 3 clusters Score -5664848 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43685 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -5664886.500000 Penalty: 3185.031250
	Iteration 55Q: 3 clusters Score -5664886 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43712 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -5664919.000000 Penalty: 3185.031250
	Iteration 56Q: 3 clusters Score -5664919 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43737 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -5664933.000000 Penalty: 3185.031250
	Iteration 57Q: 3 clusters Score -5664933 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43755 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -5664948.000000 Penalty: 3185.031250
	Iteration 58Q: 3 clusters Score -5664948 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43776 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -5664964.000000 Penalty: 3185.031250
	Iteration 59Q: 3 clusters Score -5664964 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43792 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -5664982.000000 Penalty: 3185.031250
	Iteration 60F: 3 clusters Score -5664982 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43809 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -5664988.000000 Penalty: 3185.031250
	Iteration 61Q: 3 clusters Score -5664988 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43822 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -5664999.000000 Penalty: 3185.031250
	Iteration 62Q: 3 clusters Score -5664999 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43834 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -5665002.000000 Penalty: 3185.031250
	Iteration 63Q: 3 clusters Score -5665002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43845 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -5665007.000000 Penalty: 3185.031250
	Iteration 64Q: 3 clusters Score -5665007 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43853 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -5665005.500000 Penalty: 3185.031250
	Iteration 65Q: 3 clusters Score -5665006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43864 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -5665013.500000 Penalty: 3185.031250
	Iteration 66Q: 3 clusters Score -5665014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43874 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -5665020.500000 Penalty: 3185.031250
	Iteration 67Q: 3 clusters Score -5665020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43886 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -5665027.500000 Penalty: 3185.031250
	Iteration 68Q: 3 clusters Score -5665028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43892 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -5665029.500000 Penalty: 3185.031250
	Iteration 69Q: 3 clusters Score -5665030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43895 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -5665029.000000 Penalty: 3185.031250
	Iteration 70Q: 3 clusters Score -5665029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43898 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -5665036.500000 Penalty: 3185.031250
	Iteration 71Q: 3 clusters Score -5665036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43900 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -5665041.000000 Penalty: 3185.031250
	Iteration 72Q: 3 clusters Score -5665041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43905 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -5665040.000000 Penalty: 3185.031250
	Iteration 73Q: 3 clusters Score -5665040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43907 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -5665040.500000 Penalty: 3185.031250
	Iteration 74Q: 3 clusters Score -5665040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43910 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -5665040.500000 Penalty: 3185.031250
	Iteration 75Q: 3 clusters Score -5665040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43911 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -5665047.500000 Penalty: 3185.031250
	Iteration 76Q: 3 clusters Score -5665048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43912 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -5665047.000000 Penalty: 3185.031250
	Iteration 77Q: 3 clusters Score -5665047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43914 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -5665050.500000 Penalty: 3185.031250
	Iteration 78Q: 3 clusters Score -5665050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43914 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -5665050.500000 Penalty: 3185.031250
	Iteration 79F: 3 clusters Score -5665050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Entering Unmasked Estep 
Score: -1545915.375000 Penalty: 1400.185181
	Iteration 0F: 2 clusters Score -1545915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1537834.625000 Penalty: 2800.370361
	Iteration 0F: 3 clusters Score -1537835 nChanged 5155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1540563.875000 Penalty: 2800.370361
	Iteration 1F: 3 clusters Score -1540564 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1540830.250000 Penalty: 2800.370361
	Iteration 2F: 3 clusters Score -1540830 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1541008.250000 Penalty: 2800.370361
	Iteration 3Q: 3 clusters Score -1541008 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1541144.875000 Penalty: 2800.370361
	Iteration 4Q: 3 clusters Score -1541145 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1541256.000000 Penalty: 2800.370361
	Iteration 5Q: 3 clusters Score -1541256 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1541374.000000 Penalty: 2800.370361
	Iteration 6Q: 3 clusters Score -1541374 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1541479.375000 Penalty: 2800.370361
	Iteration 7Q: 3 clusters Score -1541479 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1541578.500000 Penalty: 2800.370361
	Iteration 8Q: 3 clusters Score -1541578 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1541680.250000 Penalty: 2800.370361
	Iteration 9Q: 3 clusters Score -1541680 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1541772.250000 Penalty: 2800.370361
	Iteration 10Q: 3 clusters Score -1541772 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1541854.750000 Penalty: 2800.370361
	Iteration 11Q: 3 clusters Score -1541855 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1541963.125000 Penalty: 2800.370361
	Iteration 12Q: 3 clusters Score -1541963 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1542089.750000 Penalty: 2800.370361
	Iteration 13Q: 3 clusters Score -1542090 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1542270.375000 Penalty: 2800.370361
	Iteration 14Q: 3 clusters Score -1542270 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1542470.375000 Penalty: 2800.370361
	Iteration 15Q: 3 clusters Score -1542470 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1542693.625000 Penalty: 2800.370361
	Iteration 16Q: 3 clusters Score -1542694 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1542940.250000 Penalty: 2800.370361
	Iteration 17Q: 3 clusters Score -1542940 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1543226.250000 Penalty: 2800.370361
	Iteration 18Q: 3 clusters Score -1543226 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1543532.375000 Penalty: 2800.370361
	Iteration 19Q: 3 clusters Score -1543532 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1543813.500000 Penalty: 2800.370361
	Iteration 20F: 3 clusters Score -1543814 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1544043.500000 Penalty: 2800.370361
	Iteration 21Q: 3 clusters Score -1544044 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1544236.000000 Penalty: 2800.370361
	Iteration 22Q: 3 clusters Score -1544236 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1544381.375000 Penalty: 2800.370361
	Iteration 23Q: 3 clusters Score -1544381 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1544489.250000 Penalty: 2800.370361
	Iteration 24Q: 3 clusters Score -1544489 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1544579.375000 Penalty: 2800.370361
	Iteration 25Q: 3 clusters Score -1544579 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1544630.500000 Penalty: 2800.370361
	Iteration 26Q: 3 clusters Score -1544630 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1544673.875000 Penalty: 2800.370361
	Iteration 27Q: 3 clusters Score -1544674 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1544698.000000 Penalty: 2800.370361
	Iteration 28Q: 3 clusters Score -1544698 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1544720.000000 Penalty: 2800.370361
	Iteration 29Q: 3 clusters Score -1544720 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1544731.875000 Penalty: 2800.370361
	Iteration 30Q: 3 clusters Score -1544732 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1544746.875000 Penalty: 2800.370361
	Iteration 31Q: 3 clusters Score -1544747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1544753.250000 Penalty: 2800.370361
	Iteration 32Q: 3 clusters Score -1544753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1544756.125000 Penalty: 2800.370361
	Iteration 33Q: 3 clusters Score -1544756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1544756.125000 Penalty: 2800.370361
	Iteration 34F: 3 clusters Score -1544756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (43668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43668 members 
Entering Unmasked Estep 
Score: -5579941.500000 Penalty: 1589.834473
	Iteration 0F: 2 clusters Score -5579942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21765 members 
Mstep: Class 2 contains 21903 members 
Entering Unmasked Estep 
Score: -5551733.500000 Penalty: 3179.668945
	Iteration 0F: 3 clusters Score -5551734 nChanged 20022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21635 members 
Mstep: Class 2 contains 22033 members 
Entering Unmasked Estep 
Score: -5562894.500000 Penalty: 3179.668945
	Iteration 1F: 3 clusters Score -5562894 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21629 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -5563499.000000 Penalty: 3179.668945
	Iteration 2Q: 3 clusters Score -5563499 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21578 members 
Mstep: Class 2 contains 22090 members 
Entering Unmasked Estep 
Score: -5564117.500000 Penalty: 3179.668945
	Iteration 3Q: 3 clusters Score -5564118 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -5564697.000000 Penalty: 3179.668945
	Iteration 4Q: 3 clusters Score -5564697 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 22177 members 
Entering Unmasked Estep 
Score: -5565350.000000 Penalty: 3179.668945
	Iteration 5Q: 3 clusters Score -5565350 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21427 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
Score: -5566129.000000 Penalty: 3179.668945
	Iteration 6Q: 3 clusters Score -5566129 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 22340 members 
Entering Unmasked Estep 
Score: -5567002.500000 Penalty: 3179.668945
	Iteration 7Q: 3 clusters Score -5567002 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21187 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
Score: -5567913.000000 Penalty: 3179.668945
	Iteration 8Q: 3 clusters Score -5567913 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20885 members 
Mstep: Class 2 contains 22783 members 
Entering Unmasked Estep 
Score: -5568869.000000 Penalty: 3179.668945
	Iteration 9Q: 3 clusters Score -5568869 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 23226 members 
Entering Unmasked Estep 
Score: -5569814.000000 Penalty: 3179.668945
	Iteration 10Q: 3 clusters Score -5569814 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 23877 members 
Entering Unmasked Estep 
Score: -5570700.500000 Penalty: 3179.668945
	Iteration 11Q: 3 clusters Score -5570700 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 24728 members 
Entering Unmasked Estep 
Score: -5571498.500000 Penalty: 3179.668945
	Iteration 12Q: 3 clusters Score -5571498 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 25786 members 
Entering Unmasked Estep 
Score: -5572252.000000 Penalty: 3179.668945
	Iteration 13Q: 3 clusters Score -5572252 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 26976 members 
Entering Unmasked Estep 
Score: -5573041.500000 Penalty: 3179.668945
	Iteration 14Q: 3 clusters Score -5573042 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 28296 members 
Entering Unmasked Estep 
Score: -5573800.000000 Penalty: 3179.668945
	Iteration 15Q: 3 clusters Score -5573800 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 29665 members 
Entering Unmasked Estep 
Score: -5574522.500000 Penalty: 3179.668945
	Iteration 16Q: 3 clusters Score -5574522 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 31037 members 
Entering Unmasked Estep 
Score: -5575237.500000 Penalty: 3179.668945
	Iteration 17Q: 3 clusters Score -5575238 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 32378 members 
Entering Unmasked Estep 
Score: -5575885.500000 Penalty: 3179.668945
	Iteration 18Q: 3 clusters Score -5575886 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 33574 members 
Entering Unmasked Estep 
Score: -5576406.500000 Penalty: 3179.668945
	Iteration 19Q: 3 clusters Score -5576406 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 34669 members 
Entering Unmasked Estep 
Score: -5576874.500000 Penalty: 3179.668945
	Iteration 20F: 3 clusters Score -5576874 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 35655 members 
Entering Unmasked Estep 
Score: -5577287.500000 Penalty: 3179.668945
	Iteration 21Q: 3 clusters Score -5577288 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 36568 members 
Entering Unmasked Estep 
Score: -5577643.000000 Penalty: 3179.668945
	Iteration 22Q: 3 clusters Score -5577643 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 37375 members 
Entering Unmasked Estep 
Score: -5577952.500000 Penalty: 3179.668945
	Iteration 23Q: 3 clusters Score -5577952 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 38045 members 
Entering Unmasked Estep 
Score: -5578174.500000 Penalty: 3179.668945
	Iteration 24Q: 3 clusters Score -5578174 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 38626 members 
Entering Unmasked Estep 
Score: -5578396.500000 Penalty: 3179.668945
	Iteration 25Q: 3 clusters Score -5578396 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 39140 members 
Entering Unmasked Estep 
Score: -5578549.000000 Penalty: 3179.668945
	Iteration 26Q: 3 clusters Score -5578549 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 39552 members 
Entering Unmasked Estep 
Score: -5578677.500000 Penalty: 3179.668945
	Iteration 27Q: 3 clusters Score -5578678 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 39902 members 
Entering Unmasked Estep 
Score: -5578786.500000 Penalty: 3179.668945
	Iteration 28Q: 3 clusters Score -5578786 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 40221 members 
Entering Unmasked Estep 
Score: -5578895.500000 Penalty: 3179.668945
	Iteration 29Q: 3 clusters Score -5578896 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 40485 members 
Entering Unmasked Estep 
Score: -5578981.000000 Penalty: 3179.668945
	Iteration 30Q: 3 clusters Score -5578981 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 40709 members 
Entering Unmasked Estep 
Score: -5579057.500000 Penalty: 3179.668945
	Iteration 31Q: 3 clusters Score -5579058 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 40890 members 
Entering Unmasked Estep 
Score: -5579117.000000 Penalty: 3179.668945
	Iteration 32Q: 3 clusters Score -5579117 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 41032 members 
Entering Unmasked Estep 
Score: -5579168.000000 Penalty: 3179.668945
	Iteration 33Q: 3 clusters Score -5579168 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 41143 members 
Entering Unmasked Estep 
Score: -5579178.000000 Penalty: 3179.668945
	Iteration 34Q: 3 clusters Score -5579178 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 41239 members 
Entering Unmasked Estep 
Score: -5579208.000000 Penalty: 3179.668945
	Iteration 35Q: 3 clusters Score -5579208 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 41311 members 
Entering Unmasked Estep 
Score: -5579213.000000 Penalty: 3179.668945
	Iteration 36Q: 3 clusters Score -5579213 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 41377 members 
Entering Unmasked Estep 
Score: -5579224.500000 Penalty: 3179.668945
	Iteration 37Q: 3 clusters Score -5579224 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 41441 members 
Entering Unmasked Estep 
Score: -5579251.500000 Penalty: 3179.668945
	Iteration 38Q: 3 clusters Score -5579252 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 41490 members 
Entering Unmasked Estep 
Score: -5579257.500000 Penalty: 3179.668945
	Iteration 39Q: 3 clusters Score -5579258 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 41534 members 
Entering Unmasked Estep 
Score: -5579250.500000 Penalty: 3179.668945
	Iteration 40F: 3 clusters Score -5579250 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 41569 members 
Entering Unmasked Estep 
Score: -5579260.500000 Penalty: 3179.668945
	Iteration 41Q: 3 clusters Score -5579260 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 41597 members 
Entering Unmasked Estep 
Score: -5579264.000000 Penalty: 3179.668945
	Iteration 42Q: 3 clusters Score -5579264 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 41629 members 
Entering Unmasked Estep 
Score: -5579273.000000 Penalty: 3179.668945
	Iteration 43Q: 3 clusters Score -5579273 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 41654 members 
Entering Unmasked Estep 
Score: -5579274.000000 Penalty: 3179.668945
	Iteration 44Q: 3 clusters Score -5579274 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 41671 members 
Entering Unmasked Estep 
Score: -5579271.000000 Penalty: 3179.668945
	Iteration 45Q: 3 clusters Score -5579271 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 41692 members 
Entering Unmasked Estep 
Score: -5579278.500000 Penalty: 3179.668945
	Iteration 46Q: 3 clusters Score -5579278 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 41711 members 
Entering Unmasked Estep 
Score: -5579287.000000 Penalty: 3179.668945
	Iteration 47Q: 3 clusters Score -5579287 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 41725 members 
Entering Unmasked Estep 
Score: -5579296.500000 Penalty: 3179.668945
	Iteration 48Q: 3 clusters Score -5579296 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 41740 members 
Entering Unmasked Estep 
Score: -5579296.500000 Penalty: 3179.668945
	Iteration 49Q: 3 clusters Score -5579296 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 41755 members 
Entering Unmasked Estep 
Score: -5579302.000000 Penalty: 3179.668945
	Iteration 50Q: 3 clusters Score -5579302 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 41775 members 
Entering Unmasked Estep 
Score: -5579318.500000 Penalty: 3179.668945
	Iteration 51Q: 3 clusters Score -5579318 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 41791 members 
Entering Unmasked Estep 
Score: -5579316.000000 Penalty: 3179.668945
	Iteration 52Q: 3 clusters Score -5579316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 41804 members 
Entering Unmasked Estep 
Score: -5579317.500000 Penalty: 3179.668945
	Iteration 53Q: 3 clusters Score -5579318 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 41815 members 
Entering Unmasked Estep 
Score: -5579325.500000 Penalty: 3179.668945
	Iteration 54Q: 3 clusters Score -5579326 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 41830 members 
Entering Unmasked Estep 
Score: -5579321.500000 Penalty: 3179.668945
	Iteration 55Q: 3 clusters Score -5579322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 41840 members 
Entering Unmasked Estep 
Score: -5579316.500000 Penalty: 3179.668945
	Iteration 56Q: 3 clusters Score -5579316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 41850 members 
Entering Unmasked Estep 
Score: -5579324.500000 Penalty: 3179.668945
	Iteration 57Q: 3 clusters Score -5579324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 41856 members 
Entering Unmasked Estep 
Score: -5579322.500000 Penalty: 3179.668945
	Iteration 58Q: 3 clusters Score -5579322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 41861 members 
Entering Unmasked Estep 
Score: -5579327.500000 Penalty: 3179.668945
	Iteration 59Q: 3 clusters Score -5579328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 41867 members 
Entering Unmasked Estep 
Score: -5579324.500000 Penalty: 3179.668945
	Iteration 60F: 3 clusters Score -5579324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 41875 members 
Entering Unmasked Estep 
Score: -5579326.000000 Penalty: 3179.668945
	Iteration 61Q: 3 clusters Score -5579326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 41885 members 
Entering Unmasked Estep 
Score: -5579321.500000 Penalty: 3179.668945
	Iteration 62Q: 3 clusters Score -5579322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 41888 members 
Entering Unmasked Estep 
Score: -5579325.500000 Penalty: 3179.668945
	Iteration 63Q: 3 clusters Score -5579326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 41892 members 
Entering Unmasked Estep 
Score: -5579331.000000 Penalty: 3179.668945
	Iteration 64Q: 3 clusters Score -5579331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 41895 members 
Entering Unmasked Estep 
Score: -5579335.500000 Penalty: 3179.668945
	Iteration 65Q: 3 clusters Score -5579336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 41897 members 
Entering Unmasked Estep 
Score: -5579339.000000 Penalty: 3179.668945
	Iteration 66Q: 3 clusters Score -5579339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 41899 members 
Entering Unmasked Estep 
Score: -5579333.000000 Penalty: 3179.668945
	Iteration 67Q: 3 clusters Score -5579333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 41904 members 
Entering Unmasked Estep 
Score: -5579338.000000 Penalty: 3179.668945
	Iteration 68Q: 3 clusters Score -5579338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 41908 members 
Entering Unmasked Estep 
Score: -5579335.000000 Penalty: 3179.668945
	Iteration 69Q: 3 clusters Score -5579335 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 41915 members 
Entering Unmasked Estep 
Score: -5579329.500000 Penalty: 3179.668945
	Iteration 70Q: 3 clusters Score -5579330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 41922 members 
Entering Unmasked Estep 
Score: -5579334.500000 Penalty: 3179.668945
	Iteration 71Q: 3 clusters Score -5579334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 41932 members 
Entering Unmasked Estep 
Score: -5579338.000000 Penalty: 3179.668945
	Iteration 72Q: 3 clusters Score -5579338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 41938 members 
Entering Unmasked Estep 
Score: -5579342.000000 Penalty: 3179.668945
	Iteration 73Q: 3 clusters Score -5579342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 41946 members 
Entering Unmasked Estep 
Score: -5579341.500000 Penalty: 3179.668945
	Iteration 74Q: 3 clusters Score -5579342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 41955 members 
Entering Unmasked Estep 
Score: -5579341.500000 Penalty: 3179.668945
	Iteration 75Q: 3 clusters Score -5579342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 41965 members 
Entering Unmasked Estep 
Score: -5579346.500000 Penalty: 3179.668945
	Iteration 76Q: 3 clusters Score -5579346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 41972 members 
Entering Unmasked Estep 
Score: -5579345.500000 Penalty: 3179.668945
	Iteration 77Q: 3 clusters Score -5579346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 41979 members 
Entering Unmasked Estep 
Score: -5579352.500000 Penalty: 3179.668945
	Iteration 78Q: 3 clusters Score -5579352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 41989 members 
Entering Unmasked Estep 
Score: -5579362.500000 Penalty: 3179.668945
	Iteration 79Q: 3 clusters Score -5579362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 41997 members 
Entering Unmasked Estep 
Score: -5579362.000000 Penalty: 3179.668945
	Iteration 80F: 3 clusters Score -5579362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 42006 members 
Entering Unmasked Estep 
Score: -5579358.500000 Penalty: 3179.668945
	Iteration 81Q: 3 clusters Score -5579358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 42014 members 
Entering Unmasked Estep 
Score: -5579367.000000 Penalty: 3179.668945
	Iteration 82Q: 3 clusters Score -5579367 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 42026 members 
Entering Unmasked Estep 
Score: -5579366.000000 Penalty: 3179.668945
	Iteration 83Q: 3 clusters Score -5579366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 42031 members 
Entering Unmasked Estep 
Score: -5579366.500000 Penalty: 3179.668945
	Iteration 84Q: 3 clusters Score -5579366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 42033 members 
Entering Unmasked Estep 
Score: -5579367.500000 Penalty: 3179.668945
	Iteration 85Q: 3 clusters Score -5579368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 42034 members 
Entering Unmasked Estep 
Score: -5579366.000000 Penalty: 3179.668945
	Iteration 86Q: 3 clusters Score -5579366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 42034 members 
Entering Unmasked Estep 
Score: -5579366.000000 Penalty: 3179.668945
	Iteration 87F: 3 clusters Score -5579366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (29796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29796 members 
Entering Unmasked Estep 
Score: -3644884.500000 Penalty: 1532.956909
	Iteration 0F: 2 clusters Score -3644884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -3625499.500000 Penalty: 3065.913818
	Iteration 0F: 3 clusters Score -3625500 nChanged 13543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -3632985.750000 Penalty: 3065.913818
	Iteration 1F: 3 clusters Score -3632986 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -3633533.750000 Penalty: 3065.913818
	Iteration 2F: 3 clusters Score -3633534 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -3634048.250000 Penalty: 3065.913818
	Iteration 3Q: 3 clusters Score -3634048 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -3634493.000000 Penalty: 3065.913818
	Iteration 4Q: 3 clusters Score -3634493 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -3634910.750000 Penalty: 3065.913818
	Iteration 5Q: 3 clusters Score -3634911 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -3635360.500000 Penalty: 3065.913818
	Iteration 6Q: 3 clusters Score -3635360 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -3635813.750000 Penalty: 3065.913818
	Iteration 7Q: 3 clusters Score -3635814 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -3636338.750000 Penalty: 3065.913818
	Iteration 8Q: 3 clusters Score -3636339 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -3636958.250000 Penalty: 3065.913818
	Iteration 9Q: 3 clusters Score -3636958 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -3637619.500000 Penalty: 3065.913818
	Iteration 10Q: 3 clusters Score -3637620 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -3638315.500000 Penalty: 3065.913818
	Iteration 11Q: 3 clusters Score -3638316 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
Score: -3639136.500000 Penalty: 3065.913818
	Iteration 12Q: 3 clusters Score -3639136 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -3639960.750000 Penalty: 3065.913818
	Iteration 13Q: 3 clusters Score -3639961 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 24037 members 
Entering Unmasked Estep 
Score: -3640685.250000 Penalty: 3065.913818
	Iteration 14Q: 3 clusters Score -3640685 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 24960 members 
Entering Unmasked Estep 
Score: -3641339.750000 Penalty: 3065.913818
	Iteration 15Q: 3 clusters Score -3641340 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 25799 members 
Entering Unmasked Estep 
Score: -3641889.250000 Penalty: 3065.913818
	Iteration 16Q: 3 clusters Score -3641889 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 26497 members 
Entering Unmasked Estep 
Score: -3642363.000000 Penalty: 3065.913818
	Iteration 17Q: 3 clusters Score -3642363 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 27047 members 
Entering Unmasked Estep 
Score: -3642729.250000 Penalty: 3065.913818
	Iteration 18Q: 3 clusters Score -3642729 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 27476 members 
Entering Unmasked Estep 
Score: -3643014.000000 Penalty: 3065.913818
	Iteration 19Q: 3 clusters Score -3643014 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 27791 members 
Entering Unmasked Estep 
Score: -3643240.250000 Penalty: 3065.913818
	Iteration 20F: 3 clusters Score -3643240 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 28026 members 
Entering Unmasked Estep 
Score: -3643411.750000 Penalty: 3065.913818
	Iteration 21Q: 3 clusters Score -3643412 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 28202 members 
Entering Unmasked Estep 
Score: -3643517.000000 Penalty: 3065.913818
	Iteration 22Q: 3 clusters Score -3643517 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 28327 members 
Entering Unmasked Estep 
Score: -3643582.000000 Penalty: 3065.913818
	Iteration 23Q: 3 clusters Score -3643582 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 28444 members 
Entering Unmasked Estep 
Score: -3643648.000000 Penalty: 3065.913818
	Iteration 24Q: 3 clusters Score -3643648 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 28529 members 
Entering Unmasked Estep 
Score: -3643686.500000 Penalty: 3065.913818
	Iteration 25Q: 3 clusters Score -3643686 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 28591 members 
Entering Unmasked Estep 
Score: -3643719.750000 Penalty: 3065.913818
	Iteration 26Q: 3 clusters Score -3643720 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 28644 members 
Entering Unmasked Estep 
Score: -3643752.500000 Penalty: 3065.913818
	Iteration 27Q: 3 clusters Score -3643752 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 28688 members 
Entering Unmasked Estep 
Score: -3643780.750000 Penalty: 3065.913818
	Iteration 28Q: 3 clusters Score -3643781 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 28723 members 
Entering Unmasked Estep 
Score: -3643796.250000 Penalty: 3065.913818
	Iteration 29Q: 3 clusters Score -3643796 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 28753 members 
Entering Unmasked Estep 
Score: -3643815.000000 Penalty: 3065.913818
	Iteration 30Q: 3 clusters Score -3643815 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 28783 members 
Entering Unmasked Estep 
Score: -3643835.250000 Penalty: 3065.913818
	Iteration 31Q: 3 clusters Score -3643835 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 28804 members 
Entering Unmasked Estep 
Score: -3643860.500000 Penalty: 3065.913818
	Iteration 32Q: 3 clusters Score -3643860 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 28817 members 
Entering Unmasked Estep 
Score: -3643869.500000 Penalty: 3065.913818
	Iteration 33Q: 3 clusters Score -3643870 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 28829 members 
Entering Unmasked Estep 
Score: -3643875.500000 Penalty: 3065.913818
	Iteration 34Q: 3 clusters Score -3643876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 28834 members 
Entering Unmasked Estep 
Score: -3643880.000000 Penalty: 3065.913818
	Iteration 35Q: 3 clusters Score -3643880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 28840 members 
Entering Unmasked Estep 
Score: -3643880.000000 Penalty: 3065.913818
	Iteration 36Q: 3 clusters Score -3643880 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 28849 members 
Entering Unmasked Estep 
Score: -3643879.500000 Penalty: 3065.913818
	Iteration 37Q: 3 clusters Score -3643880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 28859 members 
Entering Unmasked Estep 
Score: -3643881.750000 Penalty: 3065.913818
	Iteration 38Q: 3 clusters Score -3643882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 28865 members 
Entering Unmasked Estep 
Score: -3643886.000000 Penalty: 3065.913818
	Iteration 39Q: 3 clusters Score -3643886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 28870 members 
Entering Unmasked Estep 
Score: -3643890.250000 Penalty: 3065.913818
	Iteration 40F: 3 clusters Score -3643890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 28877 members 
Entering Unmasked Estep 
Score: -3643891.500000 Penalty: 3065.913818
	Iteration 41Q: 3 clusters Score -3643892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 28883 members 
Entering Unmasked Estep 
Score: -3643896.000000 Penalty: 3065.913818
	Iteration 42Q: 3 clusters Score -3643896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 28886 members 
Entering Unmasked Estep 
Score: -3643899.000000 Penalty: 3065.913818
	Iteration 43Q: 3 clusters Score -3643899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 28888 members 
Entering Unmasked Estep 
Score: -3643898.750000 Penalty: 3065.913818
	Iteration 44Q: 3 clusters Score -3643899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 28890 members 
Entering Unmasked Estep 
Score: -3643901.500000 Penalty: 3065.913818
	Iteration 45Q: 3 clusters Score -3643902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 28892 members 
Entering Unmasked Estep 
Score: -3643899.750000 Penalty: 3065.913818
	Iteration 46Q: 3 clusters Score -3643900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 28892 members 
Entering Unmasked Estep 
Score: -3643899.750000 Penalty: 3065.913818
	Iteration 47F: 3 clusters Score -3643900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (31747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31747 members 
Entering Unmasked Estep 
Score: -4025191.000000 Penalty: 1542.394409
	Iteration 0F: 2 clusters Score -4025191 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -4004651.750000 Penalty: 3084.788818
	Iteration 0F: 3 clusters Score -4004652 nChanged 14142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -4012318.250000 Penalty: 3084.788818
	Iteration 1F: 3 clusters Score -4012318 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -4012765.750000 Penalty: 3084.788818
	Iteration 2Q: 3 clusters Score -4012766 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -4013179.250000 Penalty: 3084.788818
	Iteration 3Q: 3 clusters Score -4013179 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -4013554.500000 Penalty: 3084.788818
	Iteration 4Q: 3 clusters Score -4013554 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -4013973.250000 Penalty: 3084.788818
	Iteration 5Q: 3 clusters Score -4013973 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18975 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -4014467.250000 Penalty: 3084.788818
	Iteration 6Q: 3 clusters Score -4014467 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -4015113.750000 Penalty: 3084.788818
	Iteration 7Q: 3 clusters Score -4015114 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -4016076.500000 Penalty: 3084.788818
	Iteration 8F: 3 clusters Score -4016076 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -4017374.500000 Penalty: 3084.788818
	Iteration 9F: 3 clusters Score -4017374 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25580 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -4018994.000000 Penalty: 3084.788818
	Iteration 10F: 3 clusters Score -4018994 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27581 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -4020667.000000 Penalty: 3084.788818
	Iteration 11F: 3 clusters Score -4020667 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29139 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -4022036.250000 Penalty: 3084.788818
	Iteration 12Q: 3 clusters Score -4022036 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30167 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -4022880.250000 Penalty: 3084.788818
	Iteration 13Q: 3 clusters Score -4022880 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30729 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -4023360.750000 Penalty: 3084.788818
	Iteration 14Q: 3 clusters Score -4023361 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31030 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -4023652.250000 Penalty: 3084.788818
	Iteration 15Q: 3 clusters Score -4023652 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31186 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -4023809.000000 Penalty: 3084.788818
	Iteration 16Q: 3 clusters Score -4023809 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31259 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -4023895.250000 Penalty: 3084.788818
	Iteration 17Q: 3 clusters Score -4023895 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31301 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -4023942.500000 Penalty: 3084.788818
	Iteration 18Q: 3 clusters Score -4023942 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31325 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -4023977.500000 Penalty: 3084.788818
	Iteration 19Q: 3 clusters Score -4023978 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31342 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -4024002.750000 Penalty: 3084.788818
	Iteration 20F: 3 clusters Score -4024003 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31361 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -4024025.250000 Penalty: 3084.788818
	Iteration 21Q: 3 clusters Score -4024025 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31365 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -4024034.750000 Penalty: 3084.788818
	Iteration 22Q: 3 clusters Score -4024035 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31369 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -4024040.000000 Penalty: 3084.788818
	Iteration 23Q: 3 clusters Score -4024040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31370 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -4024044.250000 Penalty: 3084.788818
	Iteration 24Q: 3 clusters Score -4024044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31373 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -4024042.250000 Penalty: 3084.788818
	Iteration 25Q: 3 clusters Score -4024042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31373 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -4024047.500000 Penalty: 3084.788818
	Iteration 26Q: 3 clusters Score -4024048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31375 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -4024049.000000 Penalty: 3084.788818
	Iteration 27Q: 3 clusters Score -4024049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31376 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -4024053.250000 Penalty: 3084.788818
	Iteration 28Q: 3 clusters Score -4024053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31377 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -4024051.000000 Penalty: 3084.788818
	Iteration 29Q: 3 clusters Score -4024051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31377 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -4024051.000000 Penalty: 3084.788818
	Iteration 30F: 3 clusters Score -4024051 nChanged 0
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: -630959.125000 Penalty: 1278.451416
	Iteration 0F: 2 clusters Score -630959.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -627025.312500 Penalty: 2556.902832
	Iteration 0F: 3 clusters Score -627025.3 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -628249.625000 Penalty: 2556.902832
	Iteration 1F: 3 clusters Score -628249.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -628447.625000 Penalty: 2556.902832
	Iteration 2F: 3 clusters Score -628447.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -628583.812500 Penalty: 2556.902832
	Iteration 3Q: 3 clusters Score -628583.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -628696.062500 Penalty: 2556.902832
	Iteration 4Q: 3 clusters Score -628696.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -628799.312500 Penalty: 2556.902832
	Iteration 5Q: 3 clusters Score -628799.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -628882.437500 Penalty: 2556.902832
	Iteration 6Q: 3 clusters Score -628882.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -628963.875000 Penalty: 2556.902832
	Iteration 7Q: 3 clusters Score -628963.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -629033.125000 Penalty: 2556.902832
	Iteration 8Q: 3 clusters Score -629033.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -629095.375000 Penalty: 2556.902832
	Iteration 9Q: 3 clusters Score -629095.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -629158.187500 Penalty: 2556.902832
	Iteration 10Q: 3 clusters Score -629158.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -629226.937500 Penalty: 2556.902832
	Iteration 11Q: 3 clusters Score -629226.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -629302.562500 Penalty: 2556.902832
	Iteration 12Q: 3 clusters Score -629302.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -629372.625000 Penalty: 2556.902832
	Iteration 13Q: 3 clusters Score -629372.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -629435.125000 Penalty: 2556.902832
	Iteration 14Q: 3 clusters Score -629435.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -629500.812500 Penalty: 2556.902832
	Iteration 15Q: 3 clusters Score -629500.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -629562.375000 Penalty: 2556.902832
	Iteration 16Q: 3 clusters Score -629562.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -629633.937500 Penalty: 2556.902832
	Iteration 17Q: 3 clusters Score -629633.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -629699.375000 Penalty: 2556.902832
	Iteration 18Q: 3 clusters Score -629699.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -629768.250000 Penalty: 2556.902832
	Iteration 19Q: 3 clusters Score -629768.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -629830.250000 Penalty: 2556.902832
	Iteration 20F: 3 clusters Score -629830.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -629888.375000 Penalty: 2556.902832
	Iteration 21Q: 3 clusters Score -629888.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -629946.000000 Penalty: 2556.902832
	Iteration 22Q: 3 clusters Score -629946 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -629980.625000 Penalty: 2556.902832
	Iteration 23Q: 3 clusters Score -629980.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -630016.125000 Penalty: 2556.902832
	Iteration 24Q: 3 clusters Score -630016.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -630042.187500 Penalty: 2556.902832
	Iteration 25Q: 3 clusters Score -630042.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -630063.187500 Penalty: 2556.902832
	Iteration 26Q: 3 clusters Score -630063.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -630075.125000 Penalty: 2556.902832
	Iteration 27Q: 3 clusters Score -630075.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -630084.687500 Penalty: 2556.902832
	Iteration 28Q: 3 clusters Score -630084.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -630092.187500 Penalty: 2556.902832
	Iteration 29Q: 3 clusters Score -630092.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -630099.687500 Penalty: 2556.902832
	Iteration 30Q: 3 clusters Score -630099.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -630104.000000 Penalty: 2556.902832
	Iteration 31Q: 3 clusters Score -630104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -630108.250000 Penalty: 2556.902832
	Iteration 32Q: 3 clusters Score -630108.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -630112.937500 Penalty: 2556.902832
	Iteration 33Q: 3 clusters Score -630112.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -630119.312500 Penalty: 2556.902832
	Iteration 34Q: 3 clusters Score -630119.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -630121.187500 Penalty: 2556.902832
	Iteration 35Q: 3 clusters Score -630121.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -630126.187500 Penalty: 2556.902832
	Iteration 36Q: 3 clusters Score -630126.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -630129.187500 Penalty: 2556.902832
	Iteration 37Q: 3 clusters Score -630129.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -630134.812500 Penalty: 2556.902832
	Iteration 38Q: 3 clusters Score -630134.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -630137.562500 Penalty: 2556.902832
	Iteration 39Q: 3 clusters Score -630137.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -630139.562500 Penalty: 2556.902832
	Iteration 40F: 3 clusters Score -630139.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -630142.125000 Penalty: 2556.902832
	Iteration 41Q: 3 clusters Score -630142.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -630142.125000 Penalty: 2556.902832
	Iteration 42F: 3 clusters Score -630142.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (40265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40265 members 
Entering Unmasked Estep 
Score: -5137945.500000 Penalty: 1577.761841
	Iteration 0F: 2 clusters Score -5137946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -5111619.500000 Penalty: 3155.523682
	Iteration 0F: 3 clusters Score -5111620 nChanged 18536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -5122134.500000 Penalty: 3155.523682
	Iteration 1F: 3 clusters Score -5122134 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -5122869.500000 Penalty: 3155.523682
	Iteration 2F: 3 clusters Score -5122870 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -5123751.500000 Penalty: 3155.523682
	Iteration 3F: 3 clusters Score -5123752 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24358 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -5124849.000000 Penalty: 3155.523682
	Iteration 4F: 3 clusters Score -5124849 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26111 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -5126161.000000 Penalty: 3155.523682
	Iteration 5F: 3 clusters Score -5126161 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28121 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -5127678.000000 Penalty: 3155.523682
	Iteration 6F: 3 clusters Score -5127678 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30253 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -5129196.500000 Penalty: 3155.523682
	Iteration 7F: 3 clusters Score -5129196 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32333 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -5130685.500000 Penalty: 3155.523682
	Iteration 8F: 3 clusters Score -5130686 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34302 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -5132162.000000 Penalty: 3155.523682
	Iteration 9F: 3 clusters Score -5132162 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36049 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -5133518.500000 Penalty: 3155.523682
	Iteration 10Q: 3 clusters Score -5133518 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37465 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -5134649.000000 Penalty: 3155.523682
	Iteration 11Q: 3 clusters Score -5134649 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38468 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -5135476.000000 Penalty: 3155.523682
	Iteration 12Q: 3 clusters Score -5135476 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39086 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -5135965.500000 Penalty: 3155.523682
	Iteration 13Q: 3 clusters Score -5135966 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39442 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -5136241.500000 Penalty: 3155.523682
	Iteration 14Q: 3 clusters Score -5136242 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39614 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -5136400.500000 Penalty: 3155.523682
	Iteration 15Q: 3 clusters Score -5136400 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39724 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -5136509.000000 Penalty: 3155.523682
	Iteration 16Q: 3 clusters Score -5136509 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39782 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -5136579.500000 Penalty: 3155.523682
	Iteration 17Q: 3 clusters Score -5136580 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39814 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -5136596.500000 Penalty: 3155.523682
	Iteration 18Q: 3 clusters Score -5136596 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39832 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -5136624.500000 Penalty: 3155.523682
	Iteration 19Q: 3 clusters Score -5136624 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39853 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -5136644.000000 Penalty: 3155.523682
	Iteration 20F: 3 clusters Score -5136644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39863 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -5136656.500000 Penalty: 3155.523682
	Iteration 21Q: 3 clusters Score -5136656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39869 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -5136655.500000 Penalty: 3155.523682
	Iteration 22Q: 3 clusters Score -5136656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39870 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -5136659.000000 Penalty: 3155.523682
	Iteration 23Q: 3 clusters Score -5136659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39872 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -5136658.500000 Penalty: 3155.523682
	Iteration 24Q: 3 clusters Score -5136658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39876 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -5136668.500000 Penalty: 3155.523682
	Iteration 25Q: 3 clusters Score -5136668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39877 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -5136671.500000 Penalty: 3155.523682
	Iteration 26Q: 3 clusters Score -5136672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39877 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -5136671.500000 Penalty: 3155.523682
	Iteration 27Q: 3 clusters Score -5136672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39879 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -5136677.500000 Penalty: 3155.523682
	Iteration 28Q: 3 clusters Score -5136678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39879 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -5136675.500000 Penalty: 3155.523682
	Iteration 29Q: 3 clusters Score -5136676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39880 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -5136673.000000 Penalty: 3155.523682
	Iteration 30Q: 3 clusters Score -5136673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39882 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -5136679.000000 Penalty: 3155.523682
	Iteration 31Q: 3 clusters Score -5136679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39883 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -5136677.000000 Penalty: 3155.523682
	Iteration 32Q: 3 clusters Score -5136677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39887 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -5136686.500000 Penalty: 3155.523682
	Iteration 33Q: 3 clusters Score -5136686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39887 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -5136687.000000 Penalty: 3155.523682
	Iteration 34Q: 3 clusters Score -5136687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39887 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -5136687.000000 Penalty: 3155.523682
	Iteration 35F: 3 clusters Score -5136687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (21726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21726 members 
Entering Unmasked Estep 
Score: -2760733.000000 Penalty: 1485.956299
	Iteration 0F: 2 clusters Score -2760733 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -2746602.000000 Penalty: 2971.912598
	Iteration 0F: 3 clusters Score -2746602 nChanged 9552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -2751604.000000 Penalty: 2971.912598
	Iteration 1F: 3 clusters Score -2751604 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -2752052.500000 Penalty: 2971.912598
	Iteration 2F: 3 clusters Score -2752052 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -2752444.000000 Penalty: 2971.912598
	Iteration 3Q: 3 clusters Score -2752444 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -2752809.250000 Penalty: 2971.912598
	Iteration 4Q: 3 clusters Score -2752809 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -2753258.750000 Penalty: 2971.912598
	Iteration 5Q: 3 clusters Score -2753259 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -2753805.000000 Penalty: 2971.912598
	Iteration 6Q: 3 clusters Score -2753805 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -2754580.250000 Penalty: 2971.912598
	Iteration 7F: 3 clusters Score -2754580 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -2755581.750000 Penalty: 2971.912598
	Iteration 8F: 3 clusters Score -2755582 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -2756702.000000 Penalty: 2971.912598
	Iteration 9F: 3 clusters Score -2756702 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -2757707.750000 Penalty: 2971.912598
	Iteration 10F: 3 clusters Score -2757708 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -2758439.750000 Penalty: 2971.912598
	Iteration 11Q: 3 clusters Score -2758440 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -2758912.750000 Penalty: 2971.912598
	Iteration 12Q: 3 clusters Score -2758913 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -2759183.500000 Penalty: 2971.912598
	Iteration 13Q: 3 clusters Score -2759184 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -2759315.250000 Penalty: 2971.912598
	Iteration 14Q: 3 clusters Score -2759315 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
Score: -2759399.750000 Penalty: 2971.912598
	Iteration 15Q: 3 clusters Score -2759400 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 21359 members 
Entering Unmasked Estep 
Score: -2759478.750000 Penalty: 2971.912598
	Iteration 16Q: 3 clusters Score -2759479 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 21384 members 
Entering Unmasked Estep 
Score: -2759532.250000 Penalty: 2971.912598
	Iteration 17Q: 3 clusters Score -2759532 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 21401 members 
Entering Unmasked Estep 
Score: -2759546.000000 Penalty: 2971.912598
	Iteration 18Q: 3 clusters Score -2759546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 21408 members 
Entering Unmasked Estep 
Score: -2759558.000000 Penalty: 2971.912598
	Iteration 19Q: 3 clusters Score -2759558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 21410 members 
Entering Unmasked Estep 
Score: -2759562.000000 Penalty: 2971.912598
	Iteration 20F: 3 clusters Score -2759562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -2759562.750000 Penalty: 2971.912598
	Iteration 21Q: 3 clusters Score -2759563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 21413 members 
Entering Unmasked Estep 
Score: -2759564.500000 Penalty: 2971.912598
	Iteration 22Q: 3 clusters Score -2759564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
Score: -2759567.750000 Penalty: 2971.912598
	Iteration 23Q: 3 clusters Score -2759568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -2759571.500000 Penalty: 2971.912598
	Iteration 24Q: 3 clusters Score -2759572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -2759573.250000 Penalty: 2971.912598
	Iteration 25Q: 3 clusters Score -2759573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
Score: -2759574.000000 Penalty: 2971.912598
	Iteration 26Q: 3 clusters Score -2759574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
Score: -2759574.000000 Penalty: 2971.912598
	Iteration 27F: 3 clusters Score -2759574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Entering Unmasked Estep 
Score: -19590.000000 Penalty: 842.130920
	Iteration 0F: 2 clusters Score -19590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -18925.078125 Penalty: 1684.261841
	Iteration 0F: 3 clusters Score -18925.08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -19095.998047 Penalty: 1684.261841
	Iteration 1F: 3 clusters Score -19096 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -19152.804688 Penalty: 1684.261841
	Iteration 2Q: 3 clusters Score -19152.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -19174.322266 Penalty: 1684.261841
	Iteration 3Q: 3 clusters Score -19174.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -19184.964844 Penalty: 1684.261841
	Iteration 4Q: 3 clusters Score -19184.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -19193.230469 Penalty: 1684.261841
	Iteration 5Q: 3 clusters Score -19193.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -19193.230469 Penalty: 1684.261841
	Iteration 6F: 3 clusters Score -19193.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Entering Unmasked Estep 
Score: -761932.187500 Penalty: 1302.759888
	Iteration 0F: 2 clusters Score -761932.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -757478.500000 Penalty: 2605.519775
	Iteration 0F: 3 clusters Score -757478.5 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -758883.875000 Penalty: 2605.519775
	Iteration 1F: 3 clusters Score -758883.9 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -759169.625000 Penalty: 2605.519775
	Iteration 2F: 3 clusters Score -759169.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -759367.500000 Penalty: 2605.519775
	Iteration 3F: 3 clusters Score -759367.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -759544.812500 Penalty: 2605.519775
	Iteration 4Q: 3 clusters Score -759544.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -759680.875000 Penalty: 2605.519775
	Iteration 5Q: 3 clusters Score -759680.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -759793.500000 Penalty: 2605.519775
	Iteration 6Q: 3 clusters Score -759793.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -759919.937500 Penalty: 2605.519775
	Iteration 7Q: 3 clusters Score -759919.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -760041.687500 Penalty: 2605.519775
	Iteration 8Q: 3 clusters Score -760041.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -760160.125000 Penalty: 2605.519775
	Iteration 9Q: 3 clusters Score -760160.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -760263.750000 Penalty: 2605.519775
	Iteration 10Q: 3 clusters Score -760263.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -760360.937500 Penalty: 2605.519775
	Iteration 11Q: 3 clusters Score -760360.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -760439.437500 Penalty: 2605.519775
	Iteration 12Q: 3 clusters Score -760439.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -760524.437500 Penalty: 2605.519775
	Iteration 13Q: 3 clusters Score -760524.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -760585.562500 Penalty: 2605.519775
	Iteration 14Q: 3 clusters Score -760585.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -760630.437500 Penalty: 2605.519775
	Iteration 15Q: 3 clusters Score -760630.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -760673.375000 Penalty: 2605.519775
	Iteration 16Q: 3 clusters Score -760673.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -760698.500000 Penalty: 2605.519775
	Iteration 17Q: 3 clusters Score -760698.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -760727.812500 Penalty: 2605.519775
	Iteration 18Q: 3 clusters Score -760727.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -760754.000000 Penalty: 2605.519775
	Iteration 19Q: 3 clusters Score -760754 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -760777.312500 Penalty: 2605.519775
	Iteration 20F: 3 clusters Score -760777.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -760798.875000 Penalty: 2605.519775
	Iteration 21Q: 3 clusters Score -760798.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -760819.187500 Penalty: 2605.519775
	Iteration 22Q: 3 clusters Score -760819.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -760842.250000 Penalty: 2605.519775
	Iteration 23Q: 3 clusters Score -760842.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -760863.375000 Penalty: 2605.519775
	Iteration 24Q: 3 clusters Score -760863.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -760879.437500 Penalty: 2605.519775
	Iteration 25Q: 3 clusters Score -760879.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -760897.750000 Penalty: 2605.519775
	Iteration 26Q: 3 clusters Score -760897.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -760907.125000 Penalty: 2605.519775
	Iteration 27Q: 3 clusters Score -760907.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -760920.812500 Penalty: 2605.519775
	Iteration 28Q: 3 clusters Score -760920.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -760932.437500 Penalty: 2605.519775
	Iteration 29Q: 3 clusters Score -760932.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -760940.750000 Penalty: 2605.519775
	Iteration 30Q: 3 clusters Score -760940.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -760944.562500 Penalty: 2605.519775
	Iteration 31Q: 3 clusters Score -760944.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -760946.500000 Penalty: 2605.519775
	Iteration 32Q: 3 clusters Score -760946.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -760949.875000 Penalty: 2605.519775
	Iteration 33Q: 3 clusters Score -760949.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -760950.500000 Penalty: 2605.519775
	Iteration 34Q: 3 clusters Score -760950.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -760950.500000 Penalty: 2605.519775
	Iteration 35Q: 3 clusters Score -760950.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -760951.125000 Penalty: 2605.519775
	Iteration 36Q: 3 clusters Score -760951.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -760951.125000 Penalty: 2605.519775
	Iteration 37F: 3 clusters Score -760951.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (35202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35202 members 
Entering Unmasked Estep 
Score: -4341508.000000 Penalty: 1557.766113
	Iteration 0F: 2 clusters Score -4341508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -4318703.500000 Penalty: 3115.532227
	Iteration 0F: 3 clusters Score -4318704 nChanged 15932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -4327288.000000 Penalty: 3115.532227
	Iteration 1F: 3 clusters Score -4327288 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -4327775.000000 Penalty: 3115.532227
	Iteration 2Q: 3 clusters Score -4327775 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -4328235.000000 Penalty: 3115.532227
	Iteration 3Q: 3 clusters Score -4328235 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -4328663.500000 Penalty: 3115.532227
	Iteration 4Q: 3 clusters Score -4328664 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -4329137.000000 Penalty: 3115.532227
	Iteration 5Q: 3 clusters Score -4329137 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -4329685.500000 Penalty: 3115.532227
	Iteration 6Q: 3 clusters Score -4329686 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -4330317.500000 Penalty: 3115.532227
	Iteration 7Q: 3 clusters Score -4330318 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -4331009.500000 Penalty: 3115.532227
	Iteration 8Q: 3 clusters Score -4331010 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -4331868.500000 Penalty: 3115.532227
	Iteration 9Q: 3 clusters Score -4331868 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -4332767.500000 Penalty: 3115.532227
	Iteration 10Q: 3 clusters Score -4332768 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 21263 members 
Entering Unmasked Estep 
Score: -4333722.000000 Penalty: 3115.532227
	Iteration 11Q: 3 clusters Score -4333722 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -4334679.000000 Penalty: 3115.532227
	Iteration 12Q: 3 clusters Score -4334679 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 22624 members 
Entering Unmasked Estep 
Score: -4335719.500000 Penalty: 3115.532227
	Iteration 13Q: 3 clusters Score -4335720 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 23264 members 
Entering Unmasked Estep 
Score: -4336652.500000 Penalty: 3115.532227
	Iteration 14Q: 3 clusters Score -4336652 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 23825 members 
Entering Unmasked Estep 
Score: -4337198.000000 Penalty: 3115.532227
	Iteration 15Q: 3 clusters Score -4337198 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 24322 members 
Entering Unmasked Estep 
Score: -4337505.000000 Penalty: 3115.532227
	Iteration 16Q: 3 clusters Score -4337505 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 24798 members 
Entering Unmasked Estep 
Score: -4337715.000000 Penalty: 3115.532227
	Iteration 17Q: 3 clusters Score -4337715 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 25209 members 
Entering Unmasked Estep 
Score: -4337866.500000 Penalty: 3115.532227
	Iteration 18Q: 3 clusters Score -4337866 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 25626 members 
Entering Unmasked Estep 
Score: -4338014.500000 Penalty: 3115.532227
	Iteration 19Q: 3 clusters Score -4338014 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 26020 members 
Entering Unmasked Estep 
Score: -4338137.000000 Penalty: 3115.532227
	Iteration 20F: 3 clusters Score -4338137 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 26426 members 
Entering Unmasked Estep 
Score: -4338276.500000 Penalty: 3115.532227
	Iteration 21Q: 3 clusters Score -4338276 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 26799 members 
Entering Unmasked Estep 
Score: -4338374.000000 Penalty: 3115.532227
	Iteration 22Q: 3 clusters Score -4338374 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 27151 members 
Entering Unmasked Estep 
Score: -4338492.000000 Penalty: 3115.532227
	Iteration 23Q: 3 clusters Score -4338492 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 27470 members 
Entering Unmasked Estep 
Score: -4338556.000000 Penalty: 3115.532227
	Iteration 24Q: 3 clusters Score -4338556 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 27764 members 
Entering Unmasked Estep 
Score: -4338654.000000 Penalty: 3115.532227
	Iteration 25Q: 3 clusters Score -4338654 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 28068 members 
Entering Unmasked Estep 
Score: -4338720.000000 Penalty: 3115.532227
	Iteration 26Q: 3 clusters Score -4338720 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 28383 members 
Entering Unmasked Estep 
Score: -4338811.000000 Penalty: 3115.532227
	Iteration 27Q: 3 clusters Score -4338811 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 28691 members 
Entering Unmasked Estep 
Score: -4338933.500000 Penalty: 3115.532227
	Iteration 28Q: 3 clusters Score -4338934 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 29000 members 
Entering Unmasked Estep 
Score: -4339026.500000 Penalty: 3115.532227
	Iteration 29Q: 3 clusters Score -4339026 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 29290 members 
Entering Unmasked Estep 
Score: -4339101.000000 Penalty: 3115.532227
	Iteration 30Q: 3 clusters Score -4339101 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 29569 members 
Entering Unmasked Estep 
Score: -4339203.000000 Penalty: 3115.532227
	Iteration 31Q: 3 clusters Score -4339203 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 29824 members 
Entering Unmasked Estep 
Score: -4339277.000000 Penalty: 3115.532227
	Iteration 32Q: 3 clusters Score -4339277 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 30050 members 
Entering Unmasked Estep 
Score: -4339335.500000 Penalty: 3115.532227
	Iteration 33Q: 3 clusters Score -4339336 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 30290 members 
Entering Unmasked Estep 
Score: -4339435.500000 Penalty: 3115.532227
	Iteration 34Q: 3 clusters Score -4339436 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 30516 members 
Entering Unmasked Estep 
Score: -4339492.000000 Penalty: 3115.532227
	Iteration 35Q: 3 clusters Score -4339492 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 30726 members 
Entering Unmasked Estep 
Score: -4339559.500000 Penalty: 3115.532227
	Iteration 36Q: 3 clusters Score -4339560 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 30915 members 
Entering Unmasked Estep 
Score: -4339586.500000 Penalty: 3115.532227
	Iteration 37Q: 3 clusters Score -4339586 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 31077 members 
Entering Unmasked Estep 
Score: -4339646.000000 Penalty: 3115.532227
	Iteration 38Q: 3 clusters Score -4339646 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 31228 members 
Entering Unmasked Estep 
Score: -4339704.500000 Penalty: 3115.532227
	Iteration 39Q: 3 clusters Score -4339704 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 31372 members 
Entering Unmasked Estep 
Score: -4339736.000000 Penalty: 3115.532227
	Iteration 40F: 3 clusters Score -4339736 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 31513 members 
Entering Unmasked Estep 
Score: -4339753.500000 Penalty: 3115.532227
	Iteration 41Q: 3 clusters Score -4339754 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 31625 members 
Entering Unmasked Estep 
Score: -4339803.000000 Penalty: 3115.532227
	Iteration 42Q: 3 clusters Score -4339803 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 31737 members 
Entering Unmasked Estep 
Score: -4339832.500000 Penalty: 3115.532227
	Iteration 43Q: 3 clusters Score -4339832 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 31833 members 
Entering Unmasked Estep 
Score: -4339838.500000 Penalty: 3115.532227
	Iteration 44Q: 3 clusters Score -4339838 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 31930 members 
Entering Unmasked Estep 
Score: -4339871.000000 Penalty: 3115.532227
	Iteration 45Q: 3 clusters Score -4339871 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 32039 members 
Entering Unmasked Estep 
Score: -4339913.000000 Penalty: 3115.532227
	Iteration 46Q: 3 clusters Score -4339913 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 32149 members 
Entering Unmasked Estep 
Score: -4339941.000000 Penalty: 3115.532227
	Iteration 47Q: 3 clusters Score -4339941 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 32277 members 
Entering Unmasked Estep 
Score: -4339993.000000 Penalty: 3115.532227
	Iteration 48Q: 3 clusters Score -4339993 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 32405 members 
Entering Unmasked Estep 
Score: -4340042.000000 Penalty: 3115.532227
	Iteration 49Q: 3 clusters Score -4340042 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 32517 members 
Entering Unmasked Estep 
Score: -4340069.000000 Penalty: 3115.532227
	Iteration 50Q: 3 clusters Score -4340069 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 32623 members 
Entering Unmasked Estep 
Score: -4340120.500000 Penalty: 3115.532227
	Iteration 51Q: 3 clusters Score -4340120 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 32742 members 
Entering Unmasked Estep 
Score: -4340176.000000 Penalty: 3115.532227
	Iteration 52Q: 3 clusters Score -4340176 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 32834 members 
Entering Unmasked Estep 
Score: -4340209.500000 Penalty: 3115.532227
	Iteration 53Q: 3 clusters Score -4340210 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 32907 members 
Entering Unmasked Estep 
Score: -4340241.000000 Penalty: 3115.532227
	Iteration 54Q: 3 clusters Score -4340241 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 32975 members 
Entering Unmasked Estep 
Score: -4340266.500000 Penalty: 3115.532227
	Iteration 55Q: 3 clusters Score -4340266 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 33045 members 
Entering Unmasked Estep 
Score: -4340293.500000 Penalty: 3115.532227
	Iteration 56Q: 3 clusters Score -4340294 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 33113 members 
Entering Unmasked Estep 
Score: -4340325.000000 Penalty: 3115.532227
	Iteration 57Q: 3 clusters Score -4340325 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 33160 members 
Entering Unmasked Estep 
Score: -4340341.000000 Penalty: 3115.532227
	Iteration 58Q: 3 clusters Score -4340341 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 33217 members 
Entering Unmasked Estep 
Score: -4340368.000000 Penalty: 3115.532227
	Iteration 59Q: 3 clusters Score -4340368 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 33266 members 
Entering Unmasked Estep 
Score: -4340383.000000 Penalty: 3115.532227
	Iteration 60F: 3 clusters Score -4340383 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 33315 members 
Entering Unmasked Estep 
Score: -4340407.500000 Penalty: 3115.532227
	Iteration 61Q: 3 clusters Score -4340408 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 33352 members 
Entering Unmasked Estep 
Score: -4340411.500000 Penalty: 3115.532227
	Iteration 62Q: 3 clusters Score -4340412 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 33380 members 
Entering Unmasked Estep 
Score: -4340424.000000 Penalty: 3115.532227
	Iteration 63Q: 3 clusters Score -4340424 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 33405 members 
Entering Unmasked Estep 
Score: -4340431.000000 Penalty: 3115.532227
	Iteration 64Q: 3 clusters Score -4340431 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 33430 members 
Entering Unmasked Estep 
Score: -4340431.000000 Penalty: 3115.532227
	Iteration 65Q: 3 clusters Score -4340431 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 33451 members 
Entering Unmasked Estep 
Score: -4340442.000000 Penalty: 3115.532227
	Iteration 66Q: 3 clusters Score -4340442 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 33470 members 
Entering Unmasked Estep 
Score: -4340434.000000 Penalty: 3115.532227
	Iteration 67Q: 3 clusters Score -4340434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 33483 members 
Entering Unmasked Estep 
Score: -4340426.500000 Penalty: 3115.532227
	Iteration 68Q: 3 clusters Score -4340426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 33495 members 
Entering Unmasked Estep 
Score: -4340440.500000 Penalty: 3115.532227
	Iteration 69Q: 3 clusters Score -4340440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 33502 members 
Entering Unmasked Estep 
Score: -4340443.000000 Penalty: 3115.532227
	Iteration 70Q: 3 clusters Score -4340443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 33505 members 
Entering Unmasked Estep 
Score: -4340449.000000 Penalty: 3115.532227
	Iteration 71Q: 3 clusters Score -4340449 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 33509 members 
Entering Unmasked Estep 
Score: -4340441.500000 Penalty: 3115.532227
	Iteration 72Q: 3 clusters Score -4340442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 33515 members 
Entering Unmasked Estep 
Score: -4340446.500000 Penalty: 3115.532227
	Iteration 73Q: 3 clusters Score -4340446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 33516 members 
Entering Unmasked Estep 
Score: -4340447.500000 Penalty: 3115.532227
	Iteration 74Q: 3 clusters Score -4340448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 33516 members 
Entering Unmasked Estep 
Score: -4340447.500000 Penalty: 3115.532227
	Iteration 75F: 3 clusters Score -4340448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Entering Unmasked Estep 
Score: -230171.687500 Penalty: 1140.942749
	Iteration 0F: 2 clusters Score -230171.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -228209.500000 Penalty: 2281.885498
	Iteration 0F: 3 clusters Score -228209.5 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -228709.000000 Penalty: 2281.885498
	Iteration 1F: 3 clusters Score -228709 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -228807.609375 Penalty: 2281.885498
	Iteration 2F: 3 clusters Score -228807.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -228881.109375 Penalty: 2281.885498
	Iteration 3Q: 3 clusters Score -228881.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -228927.921875 Penalty: 2281.885498
	Iteration 4Q: 3 clusters Score -228927.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -228970.453125 Penalty: 2281.885498
	Iteration 5Q: 3 clusters Score -228970.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -229007.484375 Penalty: 2281.885498
	Iteration 6Q: 3 clusters Score -229007.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -229031.093750 Penalty: 2281.885498
	Iteration 7Q: 3 clusters Score -229031.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -229050.453125 Penalty: 2281.885498
	Iteration 8Q: 3 clusters Score -229050.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -229061.484375 Penalty: 2281.885498
	Iteration 9Q: 3 clusters Score -229061.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -229068.093750 Penalty: 2281.885498
	Iteration 10Q: 3 clusters Score -229068.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -229072.843750 Penalty: 2281.885498
	Iteration 11Q: 3 clusters Score -229072.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -229076.984375 Penalty: 2281.885498
	Iteration 12Q: 3 clusters Score -229077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -229081.328125 Penalty: 2281.885498
	Iteration 13Q: 3 clusters Score -229081.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -229083.234375 Penalty: 2281.885498
	Iteration 14Q: 3 clusters Score -229083.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -229084.640625 Penalty: 2281.885498
	Iteration 15Q: 3 clusters Score -229084.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -229085.750000 Penalty: 2281.885498
	Iteration 16Q: 3 clusters Score -229085.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -229086.515625 Penalty: 2281.885498
	Iteration 17Q: 3 clusters Score -229086.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -229088.359375 Penalty: 2281.885498
	Iteration 18Q: 3 clusters Score -229088.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -229089.734375 Penalty: 2281.885498
	Iteration 19Q: 3 clusters Score -229089.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -229090.718750 Penalty: 2281.885498
	Iteration 20F: 3 clusters Score -229090.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -229092.515625 Penalty: 2281.885498
	Iteration 21Q: 3 clusters Score -229092.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -229092.515625 Penalty: 2281.885498
	Iteration 22F: 3 clusters Score -229092.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Entering Unmasked Estep 
Score: -718408.750000 Penalty: 1286.122681
	Iteration 0F: 2 clusters Score -718408.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -714341.625000 Penalty: 2572.245361
	Iteration 0F: 3 clusters Score -714341.6 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -715542.750000 Penalty: 2572.245361
	Iteration 1F: 3 clusters Score -715542.8 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -715763.125000 Penalty: 2572.245361
	Iteration 2F: 3 clusters Score -715763.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -715928.000000 Penalty: 2572.245361
	Iteration 3Q: 3 clusters Score -715928 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -716053.000000 Penalty: 2572.245361
	Iteration 4Q: 3 clusters Score -716053 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -716151.937500 Penalty: 2572.245361
	Iteration 5Q: 3 clusters Score -716151.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -716238.937500 Penalty: 2572.245361
	Iteration 6Q: 3 clusters Score -716238.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -716319.000000 Penalty: 2572.245361
	Iteration 7Q: 3 clusters Score -716319 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -716396.562500 Penalty: 2572.245361
	Iteration 8Q: 3 clusters Score -716396.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -716465.750000 Penalty: 2572.245361
	Iteration 9Q: 3 clusters Score -716465.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -716533.625000 Penalty: 2572.245361
	Iteration 10Q: 3 clusters Score -716533.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -716597.562500 Penalty: 2572.245361
	Iteration 11Q: 3 clusters Score -716597.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -716665.062500 Penalty: 2572.245361
	Iteration 12Q: 3 clusters Score -716665.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -716722.750000 Penalty: 2572.245361
	Iteration 13Q: 3 clusters Score -716722.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -716779.812500 Penalty: 2572.245361
	Iteration 14Q: 3 clusters Score -716779.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -716835.875000 Penalty: 2572.245361
	Iteration 15Q: 3 clusters Score -716835.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -716911.687500 Penalty: 2572.245361
	Iteration 16Q: 3 clusters Score -716911.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -716984.625000 Penalty: 2572.245361
	Iteration 17Q: 3 clusters Score -716984.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -717042.562500 Penalty: 2572.245361
	Iteration 18Q: 3 clusters Score -717042.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -717089.750000 Penalty: 2572.245361
	Iteration 19Q: 3 clusters Score -717089.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -717126.312500 Penalty: 2572.245361
	Iteration 20F: 3 clusters Score -717126.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -717164.000000 Penalty: 2572.245361
	Iteration 21Q: 3 clusters Score -717164 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -717199.437500 Penalty: 2572.245361
	Iteration 22Q: 3 clusters Score -717199.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -717221.750000 Penalty: 2572.245361
	Iteration 23Q: 3 clusters Score -717221.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -717240.937500 Penalty: 2572.245361
	Iteration 24Q: 3 clusters Score -717240.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -717261.187500 Penalty: 2572.245361
	Iteration 25Q: 3 clusters Score -717261.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -717278.000000 Penalty: 2572.245361
	Iteration 26Q: 3 clusters Score -717278 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -717291.812500 Penalty: 2572.245361
	Iteration 27Q: 3 clusters Score -717291.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -717306.437500 Penalty: 2572.245361
	Iteration 28Q: 3 clusters Score -717306.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -717316.062500 Penalty: 2572.245361
	Iteration 29Q: 3 clusters Score -717316.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -717324.687500 Penalty: 2572.245361
	Iteration 30Q: 3 clusters Score -717324.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -717330.125000 Penalty: 2572.245361
	Iteration 31Q: 3 clusters Score -717330.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -717332.125000 Penalty: 2572.245361
	Iteration 32Q: 3 clusters Score -717332.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -717334.562500 Penalty: 2572.245361
	Iteration 33Q: 3 clusters Score -717334.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -717336.062500 Penalty: 2572.245361
	Iteration 34Q: 3 clusters Score -717336.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -717339.187500 Penalty: 2572.245361
	Iteration 35Q: 3 clusters Score -717339.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -717343.812500 Penalty: 2572.245361
	Iteration 36Q: 3 clusters Score -717343.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -717348.062500 Penalty: 2572.245361
	Iteration 37Q: 3 clusters Score -717348.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -717351.125000 Penalty: 2572.245361
	Iteration 38Q: 3 clusters Score -717351.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -717354.062500 Penalty: 2572.245361
	Iteration 39Q: 3 clusters Score -717354.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -717354.062500 Penalty: 2572.245361
	Iteration 40F: 3 clusters Score -717354.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (67616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67616 members 
Entering Unmasked Estep 
Score: -8429544.000000 Penalty: 1654.894165
	Iteration 0F: 2 clusters Score -8429544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33772 members 
Mstep: Class 2 contains 33844 members 
Entering Unmasked Estep 
Score: -8387713.500000 Penalty: 3309.788330
	Iteration 0F: 3 clusters Score -8387714 nChanged 31430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33620 members 
Mstep: Class 2 contains 33996 members 
Entering Unmasked Estep 
Score: -8405259.000000 Penalty: 3309.788330
	Iteration 1F: 3 clusters Score -8405259 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33531 members 
Mstep: Class 2 contains 34085 members 
Entering Unmasked Estep 
Score: -8405684.000000 Penalty: 3309.788330
	Iteration 2Q: 3 clusters Score -8405684 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33400 members 
Mstep: Class 2 contains 34216 members 
Entering Unmasked Estep 
Score: -8406047.000000 Penalty: 3309.788330
	Iteration 3Q: 3 clusters Score -8406047 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33104 members 
Mstep: Class 2 contains 34512 members 
Entering Unmasked Estep 
Score: -8406443.000000 Penalty: 3309.788330
	Iteration 4Q: 3 clusters Score -8406443 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32679 members 
Mstep: Class 2 contains 34937 members 
Entering Unmasked Estep 
Score: -8406887.000000 Penalty: 3309.788330
	Iteration 5Q: 3 clusters Score -8406887 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32025 members 
Mstep: Class 2 contains 35591 members 
Entering Unmasked Estep 
Score: -8407353.000000 Penalty: 3309.788330
	Iteration 6Q: 3 clusters Score -8407353 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31128 members 
Mstep: Class 2 contains 36488 members 
Entering Unmasked Estep 
Score: -8407672.000000 Penalty: 3309.788330
	Iteration 7Q: 3 clusters Score -8407672 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29830 members 
Mstep: Class 2 contains 37786 members 
Entering Unmasked Estep 
Score: -8408237.000000 Penalty: 3309.788330
	Iteration 8Q: 3 clusters Score -8408237 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27994 members 
Mstep: Class 2 contains 39622 members 
Entering Unmasked Estep 
Score: -8409008.000000 Penalty: 3309.788330
	Iteration 9Q: 3 clusters Score -8409008 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25480 members 
Mstep: Class 2 contains 42136 members 
Entering Unmasked Estep 
Score: -8410097.000000 Penalty: 3309.788330
	Iteration 10Q: 3 clusters Score -8410097 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22221 members 
Mstep: Class 2 contains 45395 members 
Entering Unmasked Estep 
Score: -8411740.000000 Penalty: 3309.788330
	Iteration 11F: 3 clusters Score -8411740 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 49419 members 
Entering Unmasked Estep 
Score: -8414114.000000 Penalty: 3309.788330
	Iteration 12F: 3 clusters Score -8414114 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 53905 members 
Entering Unmasked Estep 
Score: -8417151.000000 Penalty: 3309.788330
	Iteration 13F: 3 clusters Score -8417151 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 58288 members 
Entering Unmasked Estep 
Score: -8420515.000000 Penalty: 3309.788330
	Iteration 14F: 3 clusters Score -8420515 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 61789 members 
Entering Unmasked Estep 
Score: -8423538.000000 Penalty: 3309.788330
	Iteration 15F: 3 clusters Score -8423538 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 64118 members 
Entering Unmasked Estep 
Score: -8425702.000000 Penalty: 3309.788330
	Iteration 16Q: 3 clusters Score -8425702 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 65381 members 
Entering Unmasked Estep 
Score: -8426942.000000 Penalty: 3309.788330
	Iteration 17Q: 3 clusters Score -8426942 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 66055 members 
Entering Unmasked Estep 
Score: -8427656.000000 Penalty: 3309.788330
	Iteration 18Q: 3 clusters Score -8427656 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 66391 members 
Entering Unmasked Estep 
Score: -8428073.000000 Penalty: 3309.788330
	Iteration 19Q: 3 clusters Score -8428073 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 66541 members 
Entering Unmasked Estep 
Score: -8428241.000000 Penalty: 3309.788330
	Iteration 20F: 3 clusters Score -8428241 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 66609 members 
Entering Unmasked Estep 
Score: -8428377.000000 Penalty: 3309.788330
	Iteration 21Q: 3 clusters Score -8428377 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 66660 members 
Entering Unmasked Estep 
Score: -8428447.000000 Penalty: 3309.788330
	Iteration 22Q: 3 clusters Score -8428447 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 66700 members 
Entering Unmasked Estep 
Score: -8428496.000000 Penalty: 3309.788330
	Iteration 23Q: 3 clusters Score -8428496 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 66723 members 
Entering Unmasked Estep 
Score: -8428535.000000 Penalty: 3309.788330
	Iteration 24Q: 3 clusters Score -8428535 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 66742 members 
Entering Unmasked Estep 
Score: -8428551.000000 Penalty: 3309.788330
	Iteration 25Q: 3 clusters Score -8428551 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 66757 members 
Entering Unmasked Estep 
Score: -8428546.000000 Penalty: 3309.788330
	Iteration 26Q: 3 clusters Score -8428546 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 66772 members 
Entering Unmasked Estep 
Score: -8428554.000000 Penalty: 3309.788330
	Iteration 27Q: 3 clusters Score -8428554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 66781 members 
Entering Unmasked Estep 
Score: -8428559.000000 Penalty: 3309.788330
	Iteration 28Q: 3 clusters Score -8428559 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 66787 members 
Entering Unmasked Estep 
Score: -8428572.000000 Penalty: 3309.788330
	Iteration 29Q: 3 clusters Score -8428572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 66795 members 
Entering Unmasked Estep 
Score: -8428573.000000 Penalty: 3309.788330
	Iteration 30Q: 3 clusters Score -8428573 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 66804 members 
Entering Unmasked Estep 
Score: -8428588.000000 Penalty: 3309.788330
	Iteration 31Q: 3 clusters Score -8428588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 66809 members 
Entering Unmasked Estep 
Score: -8428585.000000 Penalty: 3309.788330
	Iteration 32Q: 3 clusters Score -8428585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 66811 members 
Entering Unmasked Estep 
Score: -8428584.000000 Penalty: 3309.788330
	Iteration 33Q: 3 clusters Score -8428584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 66813 members 
Entering Unmasked Estep 
Score: -8428587.000000 Penalty: 3309.788330
	Iteration 34Q: 3 clusters Score -8428587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 66815 members 
Entering Unmasked Estep 
Score: -8428586.000000 Penalty: 3309.788330
	Iteration 35Q: 3 clusters Score -8428586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 66816 members 
Entering Unmasked Estep 
Score: -8428585.000000 Penalty: 3309.788330
	Iteration 36Q: 3 clusters Score -8428585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 66818 members 
Entering Unmasked Estep 
Score: -8428595.000000 Penalty: 3309.788330
	Iteration 37Q: 3 clusters Score -8428595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 66820 members 
Entering Unmasked Estep 
Score: -8428599.000000 Penalty: 3309.788330
	Iteration 38Q: 3 clusters Score -8428599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 66821 members 
Entering Unmasked Estep 
Score: -8428594.000000 Penalty: 3309.788330
	Iteration 39Q: 3 clusters Score -8428594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 66822 members 
Entering Unmasked Estep 
Score: -8428596.000000 Penalty: 3309.788330
	Iteration 40F: 3 clusters Score -8428596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Entering Unmasked Estep 
Score: -1266503.125000 Penalty: 1376.863159
	Iteration 0F: 2 clusters Score -1266503 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1259468.125000 Penalty: 2753.726318
	Iteration 0F: 3 clusters Score -1259468 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1261764.000000 Penalty: 2753.726318
	Iteration 1F: 3 clusters Score -1261764 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1262115.750000 Penalty: 2753.726318
	Iteration 2F: 3 clusters Score -1262116 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1262385.500000 Penalty: 2753.726318
	Iteration 3F: 3 clusters Score -1262386 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1262609.000000 Penalty: 2753.726318
	Iteration 4Q: 3 clusters Score -1262609 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1262808.875000 Penalty: 2753.726318
	Iteration 5Q: 3 clusters Score -1262809 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1263000.250000 Penalty: 2753.726318
	Iteration 6Q: 3 clusters Score -1263000 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1263204.625000 Penalty: 2753.726318
	Iteration 7Q: 3 clusters Score -1263205 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1263418.750000 Penalty: 2753.726318
	Iteration 8Q: 3 clusters Score -1263419 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1263648.625000 Penalty: 2753.726318
	Iteration 9Q: 3 clusters Score -1263649 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1263891.000000 Penalty: 2753.726318
	Iteration 10Q: 3 clusters Score -1263891 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1264087.250000 Penalty: 2753.726318
	Iteration 11Q: 3 clusters Score -1264087 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1264262.875000 Penalty: 2753.726318
	Iteration 12Q: 3 clusters Score -1264263 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1264407.875000 Penalty: 2753.726318
	Iteration 13Q: 3 clusters Score -1264408 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1264526.750000 Penalty: 2753.726318
	Iteration 14Q: 3 clusters Score -1264527 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1264633.500000 Penalty: 2753.726318
	Iteration 15Q: 3 clusters Score -1264634 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1264724.125000 Penalty: 2753.726318
	Iteration 16Q: 3 clusters Score -1264724 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1264810.250000 Penalty: 2753.726318
	Iteration 17Q: 3 clusters Score -1264810 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1264893.875000 Penalty: 2753.726318
	Iteration 18Q: 3 clusters Score -1264894 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1264969.000000 Penalty: 2753.726318
	Iteration 19Q: 3 clusters Score -1264969 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1265027.625000 Penalty: 2753.726318
	Iteration 20F: 3 clusters Score -1265028 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1265070.375000 Penalty: 2753.726318
	Iteration 21Q: 3 clusters Score -1265070 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1265104.500000 Penalty: 2753.726318
	Iteration 22Q: 3 clusters Score -1265104 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1265126.500000 Penalty: 2753.726318
	Iteration 23Q: 3 clusters Score -1265126 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1265150.750000 Penalty: 2753.726318
	Iteration 24Q: 3 clusters Score -1265151 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1265173.625000 Penalty: 2753.726318
	Iteration 25Q: 3 clusters Score -1265174 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1265190.250000 Penalty: 2753.726318
	Iteration 26Q: 3 clusters Score -1265190 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1265209.625000 Penalty: 2753.726318
	Iteration 27Q: 3 clusters Score -1265210 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1265225.875000 Penalty: 2753.726318
	Iteration 28Q: 3 clusters Score -1265226 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1265240.750000 Penalty: 2753.726318
	Iteration 29Q: 3 clusters Score -1265241 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1265249.875000 Penalty: 2753.726318
	Iteration 30Q: 3 clusters Score -1265250 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1265264.875000 Penalty: 2753.726318
	Iteration 31Q: 3 clusters Score -1265265 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1265273.375000 Penalty: 2753.726318
	Iteration 32Q: 3 clusters Score -1265273 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1265290.250000 Penalty: 2753.726318
	Iteration 33Q: 3 clusters Score -1265290 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1265299.375000 Penalty: 2753.726318
	Iteration 34Q: 3 clusters Score -1265299 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1265312.125000 Penalty: 2753.726318
	Iteration 35Q: 3 clusters Score -1265312 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1265327.625000 Penalty: 2753.726318
	Iteration 36Q: 3 clusters Score -1265328 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1265341.375000 Penalty: 2753.726318
	Iteration 37Q: 3 clusters Score -1265341 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1265347.625000 Penalty: 2753.726318
	Iteration 38Q: 3 clusters Score -1265348 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1265358.625000 Penalty: 2753.726318
	Iteration 39Q: 3 clusters Score -1265359 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1265361.625000 Penalty: 2753.726318
	Iteration 40F: 3 clusters Score -1265362 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1265369.250000 Penalty: 2753.726318
	Iteration 41Q: 3 clusters Score -1265369 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1265375.875000 Penalty: 2753.726318
	Iteration 42Q: 3 clusters Score -1265376 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1265385.500000 Penalty: 2753.726318
	Iteration 43Q: 3 clusters Score -1265386 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1265393.000000 Penalty: 2753.726318
	Iteration 44Q: 3 clusters Score -1265393 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1265396.250000 Penalty: 2753.726318
	Iteration 45Q: 3 clusters Score -1265396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1265399.125000 Penalty: 2753.726318
	Iteration 46Q: 3 clusters Score -1265399 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1265401.750000 Penalty: 2753.726318
	Iteration 47Q: 3 clusters Score -1265402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1265403.125000 Penalty: 2753.726318
	Iteration 48Q: 3 clusters Score -1265403 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1265404.875000 Penalty: 2753.726318
	Iteration 49Q: 3 clusters Score -1265405 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1265407.125000 Penalty: 2753.726318
	Iteration 50Q: 3 clusters Score -1265407 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1265414.250000 Penalty: 2753.726318
	Iteration 51Q: 3 clusters Score -1265414 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1265415.125000 Penalty: 2753.726318
	Iteration 52Q: 3 clusters Score -1265415 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1265420.000000 Penalty: 2753.726318
	Iteration 53Q: 3 clusters Score -1265420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1265422.625000 Penalty: 2753.726318
	Iteration 54Q: 3 clusters Score -1265423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1265423.250000 Penalty: 2753.726318
	Iteration 55Q: 3 clusters Score -1265423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1265420.750000 Penalty: 2753.726318
	Iteration 56Q: 3 clusters Score -1265421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1265422.375000 Penalty: 2753.726318
	Iteration 57Q: 3 clusters Score -1265422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1265421.375000 Penalty: 2753.726318
	Iteration 58Q: 3 clusters Score -1265421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1265422.375000 Penalty: 2753.726318
	Iteration 59Q: 3 clusters Score -1265422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1265422.375000 Penalty: 2753.726318
	Iteration 60F: 3 clusters Score -1265422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1265422.000000 Penalty: 2753.726318
	Iteration 61Q: 3 clusters Score -1265422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1265425.875000 Penalty: 2753.726318
	Iteration 62Q: 3 clusters Score -1265426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1265426.750000 Penalty: 2753.726318
	Iteration 63Q: 3 clusters Score -1265427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1265428.625000 Penalty: 2753.726318
	Iteration 64Q: 3 clusters Score -1265429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1265428.500000 Penalty: 2753.726318
	Iteration 65Q: 3 clusters Score -1265428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1265432.375000 Penalty: 2753.726318
	Iteration 66Q: 3 clusters Score -1265432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1265435.125000 Penalty: 2753.726318
	Iteration 67Q: 3 clusters Score -1265435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1265438.125000 Penalty: 2753.726318
	Iteration 68Q: 3 clusters Score -1265438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1265437.875000 Penalty: 2753.726318
	Iteration 69Q: 3 clusters Score -1265438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1265438.375000 Penalty: 2753.726318
	Iteration 70Q: 3 clusters Score -1265438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1265440.250000 Penalty: 2753.726318
	Iteration 71Q: 3 clusters Score -1265440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1265439.250000 Penalty: 2753.726318
	Iteration 72Q: 3 clusters Score -1265439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1265441.125000 Penalty: 2753.726318
	Iteration 73Q: 3 clusters Score -1265441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1265440.000000 Penalty: 2753.726318
	Iteration 74Q: 3 clusters Score -1265440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1265443.250000 Penalty: 2753.726318
	Iteration 75Q: 3 clusters Score -1265443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1265443.750000 Penalty: 2753.726318
	Iteration 76Q: 3 clusters Score -1265444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1265442.750000 Penalty: 2753.726318
	Iteration 77Q: 3 clusters Score -1265443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1265443.250000 Penalty: 2753.726318
	Iteration 78Q: 3 clusters Score -1265443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1265447.375000 Penalty: 2753.726318
	Iteration 79Q: 3 clusters Score -1265447 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1265447.000000 Penalty: 2753.726318
	Iteration 80F: 3 clusters Score -1265447 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1265450.875000 Penalty: 2753.726318
	Iteration 81Q: 3 clusters Score -1265451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1265452.875000 Penalty: 2753.726318
	Iteration 82Q: 3 clusters Score -1265453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1265457.375000 Penalty: 2753.726318
	Iteration 83Q: 3 clusters Score -1265457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1265453.125000 Penalty: 2753.726318
	Iteration 84Q: 3 clusters Score -1265453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1265458.500000 Penalty: 2753.726318
	Iteration 85Q: 3 clusters Score -1265458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1265461.250000 Penalty: 2753.726318
	Iteration 86Q: 3 clusters Score -1265461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1265465.125000 Penalty: 2753.726318
	Iteration 87Q: 3 clusters Score -1265465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1265465.625000 Penalty: 2753.726318
	Iteration 88Q: 3 clusters Score -1265466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1265466.625000 Penalty: 2753.726318
	Iteration 89Q: 3 clusters Score -1265467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1265465.625000 Penalty: 2753.726318
	Iteration 90Q: 3 clusters Score -1265466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1265465.625000 Penalty: 2753.726318
	Iteration 91F: 3 clusters Score -1265466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Entering Unmasked Estep 
Score: -1492561.375000 Penalty: 1396.120117
	Iteration 0F: 2 clusters Score -1492561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1484627.375000 Penalty: 2792.240234
	Iteration 0F: 3 clusters Score -1484627 nChanged 5029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1487177.250000 Penalty: 2792.240234
	Iteration 1F: 3 clusters Score -1487177 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1487447.875000 Penalty: 2792.240234
	Iteration 2F: 3 clusters Score -1487448 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1487646.250000 Penalty: 2792.240234
	Iteration 3Q: 3 clusters Score -1487646 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1487814.625000 Penalty: 2792.240234
	Iteration 4Q: 3 clusters Score -1487815 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1487943.750000 Penalty: 2792.240234
	Iteration 5Q: 3 clusters Score -1487944 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1488040.875000 Penalty: 2792.240234
	Iteration 6Q: 3 clusters Score -1488041 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1488133.875000 Penalty: 2792.240234
	Iteration 7Q: 3 clusters Score -1488134 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1488222.000000 Penalty: 2792.240234
	Iteration 8Q: 3 clusters Score -1488222 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1488282.625000 Penalty: 2792.240234
	Iteration 9Q: 3 clusters Score -1488283 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1488360.875000 Penalty: 2792.240234
	Iteration 10Q: 3 clusters Score -1488361 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1488447.375000 Penalty: 2792.240234
	Iteration 11Q: 3 clusters Score -1488447 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1488540.625000 Penalty: 2792.240234
	Iteration 12Q: 3 clusters Score -1488541 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1488661.875000 Penalty: 2792.240234
	Iteration 13Q: 3 clusters Score -1488662 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1488826.500000 Penalty: 2792.240234
	Iteration 14Q: 3 clusters Score -1488826 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1489046.500000 Penalty: 2792.240234
	Iteration 15Q: 3 clusters Score -1489046 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1489313.250000 Penalty: 2792.240234
	Iteration 16Q: 3 clusters Score -1489313 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1489606.125000 Penalty: 2792.240234
	Iteration 17Q: 3 clusters Score -1489606 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1489934.250000 Penalty: 2792.240234
	Iteration 18Q: 3 clusters Score -1489934 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1490301.375000 Penalty: 2792.240234
	Iteration 19Q: 3 clusters Score -1490301 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1490687.125000 Penalty: 2792.240234
	Iteration 20F: 3 clusters Score -1490687 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1491093.875000 Penalty: 2792.240234
	Iteration 21Q: 3 clusters Score -1491094 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1491505.375000 Penalty: 2792.240234
	Iteration 22Q: 3 clusters Score -1491505 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1491648.250000 Penalty: 2792.240234
	Iteration 23Q: 3 clusters Score -1491648 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1491720.625000 Penalty: 2792.240234
	Iteration 24Q: 3 clusters Score -1491721 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1491776.875000 Penalty: 2792.240234
	Iteration 25Q: 3 clusters Score -1491777 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1491811.500000 Penalty: 2792.240234
	Iteration 26Q: 3 clusters Score -1491812 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1491830.625000 Penalty: 2792.240234
	Iteration 27Q: 3 clusters Score -1491831 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1491852.500000 Penalty: 2792.240234
	Iteration 28Q: 3 clusters Score -1491852 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1491868.250000 Penalty: 2792.240234
	Iteration 29Q: 3 clusters Score -1491868 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1491886.125000 Penalty: 2792.240234
	Iteration 30Q: 3 clusters Score -1491886 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1491899.875000 Penalty: 2792.240234
	Iteration 31Q: 3 clusters Score -1491900 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1491921.125000 Penalty: 2792.240234
	Iteration 32Q: 3 clusters Score -1491921 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1491932.000000 Penalty: 2792.240234
	Iteration 33Q: 3 clusters Score -1491932 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1491941.500000 Penalty: 2792.240234
	Iteration 34Q: 3 clusters Score -1491942 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1491951.125000 Penalty: 2792.240234
	Iteration 35Q: 3 clusters Score -1491951 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1491963.750000 Penalty: 2792.240234
	Iteration 36Q: 3 clusters Score -1491964 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1491969.625000 Penalty: 2792.240234
	Iteration 37Q: 3 clusters Score -1491970 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1491975.500000 Penalty: 2792.240234
	Iteration 38Q: 3 clusters Score -1491976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1491974.750000 Penalty: 2792.240234
	Iteration 39Q: 3 clusters Score -1491975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1491977.000000 Penalty: 2792.240234
	Iteration 40F: 3 clusters Score -1491977 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1491978.250000 Penalty: 2792.240234
	Iteration 41Q: 3 clusters Score -1491978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1491985.375000 Penalty: 2792.240234
	Iteration 42Q: 3 clusters Score -1491985 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1491988.375000 Penalty: 2792.240234
	Iteration 43Q: 3 clusters Score -1491988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1491990.375000 Penalty: 2792.240234
	Iteration 44Q: 3 clusters Score -1491990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1491992.000000 Penalty: 2792.240234
	Iteration 45Q: 3 clusters Score -1491992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1491994.125000 Penalty: 2792.240234
	Iteration 46Q: 3 clusters Score -1491994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1492000.500000 Penalty: 2792.240234
	Iteration 47Q: 3 clusters Score -1492000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1492003.125000 Penalty: 2792.240234
	Iteration 48Q: 3 clusters Score -1492003 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1492005.875000 Penalty: 2792.240234
	Iteration 49Q: 3 clusters Score -1492006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1492009.500000 Penalty: 2792.240234
	Iteration 50Q: 3 clusters Score -1492010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1492015.750000 Penalty: 2792.240234
	Iteration 51Q: 3 clusters Score -1492016 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1492020.250000 Penalty: 2792.240234
	Iteration 52Q: 3 clusters Score -1492020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1492024.625000 Penalty: 2792.240234
	Iteration 53Q: 3 clusters Score -1492025 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1492026.875000 Penalty: 2792.240234
	Iteration 54Q: 3 clusters Score -1492027 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1492027.250000 Penalty: 2792.240234
	Iteration 55Q: 3 clusters Score -1492027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1492033.375000 Penalty: 2792.240234
	Iteration 56Q: 3 clusters Score -1492033 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1492038.375000 Penalty: 2792.240234
	Iteration 57Q: 3 clusters Score -1492038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1492041.375000 Penalty: 2792.240234
	Iteration 58Q: 3 clusters Score -1492041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1492043.875000 Penalty: 2792.240234
	Iteration 59Q: 3 clusters Score -1492044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1492048.625000 Penalty: 2792.240234
	Iteration 60F: 3 clusters Score -1492049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1492049.000000 Penalty: 2792.240234
	Iteration 61Q: 3 clusters Score -1492049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1492050.750000 Penalty: 2792.240234
	Iteration 62Q: 3 clusters Score -1492051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1492051.750000 Penalty: 2792.240234
	Iteration 63Q: 3 clusters Score -1492052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1492053.750000 Penalty: 2792.240234
	Iteration 64Q: 3 clusters Score -1492054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1492055.750000 Penalty: 2792.240234
	Iteration 65Q: 3 clusters Score -1492056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1492058.000000 Penalty: 2792.240234
	Iteration 66Q: 3 clusters Score -1492058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1492060.500000 Penalty: 2792.240234
	Iteration 67Q: 3 clusters Score -1492060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1492057.625000 Penalty: 2792.240234
	Iteration 68Q: 3 clusters Score -1492058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1492059.375000 Penalty: 2792.240234
	Iteration 69Q: 3 clusters Score -1492059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1492058.000000 Penalty: 2792.240234
	Iteration 70Q: 3 clusters Score -1492058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1492058.000000 Penalty: 2792.240234
	Iteration 71F: 3 clusters Score -1492058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Entering Unmasked Estep 
Score: -454935.250000 Penalty: 1230.996582
	Iteration 0F: 2 clusters Score -454935.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -451928.187500 Penalty: 2461.993164
	Iteration 0F: 3 clusters Score -451928.2 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -452830.812500 Penalty: 2461.993164
	Iteration 1F: 3 clusters Score -452830.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -453016.531250 Penalty: 2461.993164
	Iteration 2F: 3 clusters Score -453016.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -453100.687500 Penalty: 2461.993164
	Iteration 3Q: 3 clusters Score -453100.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -453156.031250 Penalty: 2461.993164
	Iteration 4Q: 3 clusters Score -453156 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -453194.812500 Penalty: 2461.993164
	Iteration 5Q: 3 clusters Score -453194.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -453237.562500 Penalty: 2461.993164
	Iteration 6Q: 3 clusters Score -453237.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -453275.531250 Penalty: 2461.993164
	Iteration 7Q: 3 clusters Score -453275.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -453309.062500 Penalty: 2461.993164
	Iteration 8Q: 3 clusters Score -453309.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -453340.093750 Penalty: 2461.993164
	Iteration 9Q: 3 clusters Score -453340.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -453365.250000 Penalty: 2461.993164
	Iteration 10Q: 3 clusters Score -453365.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -453396.437500 Penalty: 2461.993164
	Iteration 11Q: 3 clusters Score -453396.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -453424.750000 Penalty: 2461.993164
	Iteration 12Q: 3 clusters Score -453424.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -453455.312500 Penalty: 2461.993164
	Iteration 13Q: 3 clusters Score -453455.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -453485.937500 Penalty: 2461.993164
	Iteration 14Q: 3 clusters Score -453485.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -453525.437500 Penalty: 2461.993164
	Iteration 15Q: 3 clusters Score -453525.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -453562.468750 Penalty: 2461.993164
	Iteration 16Q: 3 clusters Score -453562.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -453613.250000 Penalty: 2461.993164
	Iteration 17Q: 3 clusters Score -453613.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -453659.250000 Penalty: 2461.993164
	Iteration 18Q: 3 clusters Score -453659.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -453699.875000 Penalty: 2461.993164
	Iteration 19Q: 3 clusters Score -453699.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -453747.000000 Penalty: 2461.993164
	Iteration 20F: 3 clusters Score -453747 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -453785.156250 Penalty: 2461.993164
	Iteration 21Q: 3 clusters Score -453785.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -453820.343750 Penalty: 2461.993164
	Iteration 22Q: 3 clusters Score -453820.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -453849.781250 Penalty: 2461.993164
	Iteration 23Q: 3 clusters Score -453849.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -453882.625000 Penalty: 2461.993164
	Iteration 24Q: 3 clusters Score -453882.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -453912.562500 Penalty: 2461.993164
	Iteration 25Q: 3 clusters Score -453912.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -453937.812500 Penalty: 2461.993164
	Iteration 26Q: 3 clusters Score -453937.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -453961.625000 Penalty: 2461.993164
	Iteration 27Q: 3 clusters Score -453961.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -453982.437500 Penalty: 2461.993164
	Iteration 28Q: 3 clusters Score -453982.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -454002.406250 Penalty: 2461.993164
	Iteration 29Q: 3 clusters Score -454002.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -454020.218750 Penalty: 2461.993164
	Iteration 30Q: 3 clusters Score -454020.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -454036.718750 Penalty: 2461.993164
	Iteration 31Q: 3 clusters Score -454036.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -454055.937500 Penalty: 2461.993164
	Iteration 32Q: 3 clusters Score -454055.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -454078.812500 Penalty: 2461.993164
	Iteration 33Q: 3 clusters Score -454078.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -454095.562500 Penalty: 2461.993164
	Iteration 34Q: 3 clusters Score -454095.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -454117.187500 Penalty: 2461.993164
	Iteration 35Q: 3 clusters Score -454117.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -454140.968750 Penalty: 2461.993164
	Iteration 36Q: 3 clusters Score -454141 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -454162.718750 Penalty: 2461.993164
	Iteration 37Q: 3 clusters Score -454162.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -454185.156250 Penalty: 2461.993164
	Iteration 38Q: 3 clusters Score -454185.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -454206.187500 Penalty: 2461.993164
	Iteration 39Q: 3 clusters Score -454206.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -454222.718750 Penalty: 2461.993164
	Iteration 40F: 3 clusters Score -454222.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -454232.562500 Penalty: 2461.993164
	Iteration 41Q: 3 clusters Score -454232.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -454248.718750 Penalty: 2461.993164
	Iteration 42Q: 3 clusters Score -454248.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -454268.343750 Penalty: 2461.993164
	Iteration 43Q: 3 clusters Score -454268.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -454283.531250 Penalty: 2461.993164
	Iteration 44Q: 3 clusters Score -454283.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -454289.156250 Penalty: 2461.993164
	Iteration 45Q: 3 clusters Score -454289.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -454293.187500 Penalty: 2461.993164
	Iteration 46Q: 3 clusters Score -454293.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -454300.906250 Penalty: 2461.993164
	Iteration 47Q: 3 clusters Score -454300.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -454309.031250 Penalty: 2461.993164
	Iteration 48Q: 3 clusters Score -454309 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -454317.156250 Penalty: 2461.993164
	Iteration 49Q: 3 clusters Score -454317.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -454328.937500 Penalty: 2461.993164
	Iteration 50Q: 3 clusters Score -454328.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -454337.968750 Penalty: 2461.993164
	Iteration 51Q: 3 clusters Score -454338 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -454348.093750 Penalty: 2461.993164
	Iteration 52Q: 3 clusters Score -454348.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -454359.343750 Penalty: 2461.993164
	Iteration 53Q: 3 clusters Score -454359.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -454370.875000 Penalty: 2461.993164
	Iteration 54Q: 3 clusters Score -454370.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -454382.250000 Penalty: 2461.993164
	Iteration 55Q: 3 clusters Score -454382.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -454397.500000 Penalty: 2461.993164
	Iteration 56Q: 3 clusters Score -454397.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -454416.343750 Penalty: 2461.993164
	Iteration 57Q: 3 clusters Score -454416.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -454432.062500 Penalty: 2461.993164
	Iteration 58Q: 3 clusters Score -454432.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -454437.406250 Penalty: 2461.993164
	Iteration 59Q: 3 clusters Score -454437.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -454439.875000 Penalty: 2461.993164
	Iteration 60F: 3 clusters Score -454439.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -454442.937500 Penalty: 2461.993164
	Iteration 61Q: 3 clusters Score -454442.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -454446.718750 Penalty: 2461.993164
	Iteration 62Q: 3 clusters Score -454446.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -454447.906250 Penalty: 2461.993164
	Iteration 63Q: 3 clusters Score -454447.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -454449.531250 Penalty: 2461.993164
	Iteration 64Q: 3 clusters Score -454449.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -454450.218750 Penalty: 2461.993164
	Iteration 65Q: 3 clusters Score -454450.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -454451.031250 Penalty: 2461.993164
	Iteration 66Q: 3 clusters Score -454451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -454451.031250 Penalty: 2461.993164
	Iteration 67F: 3 clusters Score -454451 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (25761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25761 members 
Entering Unmasked Estep 
Score: -3010268.250000 Penalty: 1511.304688
	Iteration 0F: 2 clusters Score -3010268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -2993432.250000 Penalty: 3022.609375
	Iteration 0F: 3 clusters Score -2993432 nChanged 11468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -3000041.750000 Penalty: 3022.609375
	Iteration 1F: 3 clusters Score -3000042 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -3000714.750000 Penalty: 3022.609375
	Iteration 2F: 3 clusters Score -3000715 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -3001356.000000 Penalty: 3022.609375
	Iteration 3F: 3 clusters Score -3001356 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -3002020.500000 Penalty: 3022.609375
	Iteration 4F: 3 clusters Score -3002020 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -3002602.750000 Penalty: 3022.609375
	Iteration 5Q: 3 clusters Score -3002603 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -3003167.500000 Penalty: 3022.609375
	Iteration 6Q: 3 clusters Score -3003168 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -3003634.250000 Penalty: 3022.609375
	Iteration 7Q: 3 clusters Score -3003634 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -3003982.250000 Penalty: 3022.609375
	Iteration 8Q: 3 clusters Score -3003982 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -3004233.000000 Penalty: 3022.609375
	Iteration 9Q: 3 clusters Score -3004233 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -3004432.500000 Penalty: 3022.609375
	Iteration 10Q: 3 clusters Score -3004432 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -3004590.500000 Penalty: 3022.609375
	Iteration 11Q: 3 clusters Score -3004590 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -3004709.000000 Penalty: 3022.609375
	Iteration 12Q: 3 clusters Score -3004709 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -3004828.500000 Penalty: 3022.609375
	Iteration 13Q: 3 clusters Score -3004828 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -3004936.500000 Penalty: 3022.609375
	Iteration 14Q: 3 clusters Score -3004936 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -3005071.000000 Penalty: 3022.609375
	Iteration 15Q: 3 clusters Score -3005071 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -3005278.250000 Penalty: 3022.609375
	Iteration 16Q: 3 clusters Score -3005278 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -3005498.500000 Penalty: 3022.609375
	Iteration 17Q: 3 clusters Score -3005498 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -3005752.500000 Penalty: 3022.609375
	Iteration 18Q: 3 clusters Score -3005752 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -3006074.250000 Penalty: 3022.609375
	Iteration 19Q: 3 clusters Score -3006074 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -3006457.000000 Penalty: 3022.609375
	Iteration 20F: 3 clusters Score -3006457 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -3006915.500000 Penalty: 3022.609375
	Iteration 21Q: 3 clusters Score -3006916 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -3007377.750000 Penalty: 3022.609375
	Iteration 22Q: 3 clusters Score -3007378 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -3007838.750000 Penalty: 3022.609375
	Iteration 23Q: 3 clusters Score -3007839 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -3008254.250000 Penalty: 3022.609375
	Iteration 24Q: 3 clusters Score -3008254 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 22876 members 
Entering Unmasked Estep 
Score: -3008595.000000 Penalty: 3022.609375
	Iteration 25Q: 3 clusters Score -3008595 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 23342 members 
Entering Unmasked Estep 
Score: -3008872.500000 Penalty: 3022.609375
	Iteration 26Q: 3 clusters Score -3008872 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -3009049.000000 Penalty: 3022.609375
	Iteration 27Q: 3 clusters Score -3009049 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 23908 members 
Entering Unmasked Estep 
Score: -3009173.250000 Penalty: 3022.609375
	Iteration 28Q: 3 clusters Score -3009173 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 24076 members 
Entering Unmasked Estep 
Score: -3009251.000000 Penalty: 3022.609375
	Iteration 29Q: 3 clusters Score -3009251 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 24201 members 
Entering Unmasked Estep 
Score: -3009305.250000 Penalty: 3022.609375
	Iteration 30Q: 3 clusters Score -3009305 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 24306 members 
Entering Unmasked Estep 
Score: -3009338.750000 Penalty: 3022.609375
	Iteration 31Q: 3 clusters Score -3009339 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 24380 members 
Entering Unmasked Estep 
Score: -3009390.500000 Penalty: 3022.609375
	Iteration 32Q: 3 clusters Score -3009390 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 24444 members 
Entering Unmasked Estep 
Score: -3009418.750000 Penalty: 3022.609375
	Iteration 33Q: 3 clusters Score -3009419 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 24490 members 
Entering Unmasked Estep 
Score: -3009448.750000 Penalty: 3022.609375
	Iteration 34Q: 3 clusters Score -3009449 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 24532 members 
Entering Unmasked Estep 
Score: -3009481.250000 Penalty: 3022.609375
	Iteration 35Q: 3 clusters Score -3009481 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 24567 members 
Entering Unmasked Estep 
Score: -3009502.000000 Penalty: 3022.609375
	Iteration 36Q: 3 clusters Score -3009502 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 24589 members 
Entering Unmasked Estep 
Score: -3009520.250000 Penalty: 3022.609375
	Iteration 37Q: 3 clusters Score -3009520 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 24604 members 
Entering Unmasked Estep 
Score: -3009542.750000 Penalty: 3022.609375
	Iteration 38Q: 3 clusters Score -3009543 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 24617 members 
Entering Unmasked Estep 
Score: -3009546.750000 Penalty: 3022.609375
	Iteration 39Q: 3 clusters Score -3009547 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 24638 members 
Entering Unmasked Estep 
Score: -3009562.000000 Penalty: 3022.609375
	Iteration 40F: 3 clusters Score -3009562 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 24656 members 
Entering Unmasked Estep 
Score: -3009578.000000 Penalty: 3022.609375
	Iteration 41Q: 3 clusters Score -3009578 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 24670 members 
Entering Unmasked Estep 
Score: -3009589.000000 Penalty: 3022.609375
	Iteration 42Q: 3 clusters Score -3009589 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 24687 members 
Entering Unmasked Estep 
Score: -3009601.250000 Penalty: 3022.609375
	Iteration 43Q: 3 clusters Score -3009601 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 24697 members 
Entering Unmasked Estep 
Score: -3009610.750000 Penalty: 3022.609375
	Iteration 44Q: 3 clusters Score -3009611 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 24705 members 
Entering Unmasked Estep 
Score: -3009630.500000 Penalty: 3022.609375
	Iteration 45Q: 3 clusters Score -3009630 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 24716 members 
Entering Unmasked Estep 
Score: -3009649.500000 Penalty: 3022.609375
	Iteration 46Q: 3 clusters Score -3009650 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 24733 members 
Entering Unmasked Estep 
Score: -3009671.500000 Penalty: 3022.609375
	Iteration 47Q: 3 clusters Score -3009672 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 24747 members 
Entering Unmasked Estep 
Score: -3009699.000000 Penalty: 3022.609375
	Iteration 48Q: 3 clusters Score -3009699 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 24754 members 
Entering Unmasked Estep 
Score: -3009709.500000 Penalty: 3022.609375
	Iteration 49Q: 3 clusters Score -3009710 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 24765 members 
Entering Unmasked Estep 
Score: -3009734.500000 Penalty: 3022.609375
	Iteration 50Q: 3 clusters Score -3009734 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 24778 members 
Entering Unmasked Estep 
Score: -3009747.000000 Penalty: 3022.609375
	Iteration 51Q: 3 clusters Score -3009747 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 24785 members 
Entering Unmasked Estep 
Score: -3009760.750000 Penalty: 3022.609375
	Iteration 52Q: 3 clusters Score -3009761 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 24792 members 
Entering Unmasked Estep 
Score: -3009772.500000 Penalty: 3022.609375
	Iteration 53Q: 3 clusters Score -3009772 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 24798 members 
Entering Unmasked Estep 
Score: -3009782.000000 Penalty: 3022.609375
	Iteration 54Q: 3 clusters Score -3009782 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 24799 members 
Entering Unmasked Estep 
Score: -3009793.250000 Penalty: 3022.609375
	Iteration 55Q: 3 clusters Score -3009793 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 24798 members 
Entering Unmasked Estep 
Score: -3009802.500000 Penalty: 3022.609375
	Iteration 56Q: 3 clusters Score -3009802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 24795 members 
Entering Unmasked Estep 
Score: -3009806.250000 Penalty: 3022.609375
	Iteration 57Q: 3 clusters Score -3009806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 24797 members 
Entering Unmasked Estep 
Score: -3009819.750000 Penalty: 3022.609375
	Iteration 58Q: 3 clusters Score -3009820 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 24800 members 
Entering Unmasked Estep 
Score: -3009825.250000 Penalty: 3022.609375
	Iteration 59Q: 3 clusters Score -3009825 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 24801 members 
Entering Unmasked Estep 
Score: -3009834.250000 Penalty: 3022.609375
	Iteration 60F: 3 clusters Score -3009834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 24799 members 
Entering Unmasked Estep 
Score: -3009841.750000 Penalty: 3022.609375
	Iteration 61Q: 3 clusters Score -3009842 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 24797 members 
Entering Unmasked Estep 
Score: -3009851.500000 Penalty: 3022.609375
	Iteration 62Q: 3 clusters Score -3009852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 24792 members 
Entering Unmasked Estep 
Score: -3009850.000000 Penalty: 3022.609375
	Iteration 63Q: 3 clusters Score -3009850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 24791 members 
Entering Unmasked Estep 
Score: -3009856.500000 Penalty: 3022.609375
	Iteration 64Q: 3 clusters Score -3009856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 24791 members 
Entering Unmasked Estep 
Score: -3009855.500000 Penalty: 3022.609375
	Iteration 65Q: 3 clusters Score -3009856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 24792 members 
Entering Unmasked Estep 
Score: -3009854.750000 Penalty: 3022.609375
	Iteration 66Q: 3 clusters Score -3009855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 24790 members 
Entering Unmasked Estep 
Score: -3009855.750000 Penalty: 3022.609375
	Iteration 67Q: 3 clusters Score -3009856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 24791 members 
Entering Unmasked Estep 
Score: -3009853.000000 Penalty: 3022.609375
	Iteration 68Q: 3 clusters Score -3009853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 24789 members 
Entering Unmasked Estep 
Score: -3009855.250000 Penalty: 3022.609375
	Iteration 69Q: 3 clusters Score -3009855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 24788 members 
Entering Unmasked Estep 
Score: -3009854.750000 Penalty: 3022.609375
	Iteration 70Q: 3 clusters Score -3009855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 24787 members 
Entering Unmasked Estep 
Score: -3009850.250000 Penalty: 3022.609375
	Iteration 71Q: 3 clusters Score -3009850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 24787 members 
Entering Unmasked Estep 
Score: -3009850.250000 Penalty: 3022.609375
	Iteration 72F: 3 clusters Score -3009850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Entering Unmasked Estep 
Score: -1276148.625000 Penalty: 1377.148071
	Iteration 0F: 2 clusters Score -1276149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1269122.500000 Penalty: 2754.296143
	Iteration 0F: 3 clusters Score -1269122 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1271529.875000 Penalty: 2754.296143
	Iteration 1F: 3 clusters Score -1271530 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1271865.125000 Penalty: 2754.296143
	Iteration 2F: 3 clusters Score -1271865 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1272087.875000 Penalty: 2754.296143
	Iteration 3Q: 3 clusters Score -1272088 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1272256.750000 Penalty: 2754.296143
	Iteration 4Q: 3 clusters Score -1272257 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1272401.250000 Penalty: 2754.296143
	Iteration 5Q: 3 clusters Score -1272401 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1272545.500000 Penalty: 2754.296143
	Iteration 6Q: 3 clusters Score -1272546 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1272688.125000 Penalty: 2754.296143
	Iteration 7Q: 3 clusters Score -1272688 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1272850.125000 Penalty: 2754.296143
	Iteration 8Q: 3 clusters Score -1272850 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1272999.125000 Penalty: 2754.296143
	Iteration 9Q: 3 clusters Score -1272999 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1273170.500000 Penalty: 2754.296143
	Iteration 10Q: 3 clusters Score -1273170 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1273349.625000 Penalty: 2754.296143
	Iteration 11Q: 3 clusters Score -1273350 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1273513.250000 Penalty: 2754.296143
	Iteration 12Q: 3 clusters Score -1273513 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1273706.000000 Penalty: 2754.296143
	Iteration 13Q: 3 clusters Score -1273706 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1273935.125000 Penalty: 2754.296143
	Iteration 14Q: 3 clusters Score -1273935 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1274190.500000 Penalty: 2754.296143
	Iteration 15Q: 3 clusters Score -1274190 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1274456.250000 Penalty: 2754.296143
	Iteration 16Q: 3 clusters Score -1274456 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1274650.625000 Penalty: 2754.296143
	Iteration 17Q: 3 clusters Score -1274651 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1274778.500000 Penalty: 2754.296143
	Iteration 18Q: 3 clusters Score -1274778 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1274860.625000 Penalty: 2754.296143
	Iteration 19Q: 3 clusters Score -1274861 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1274929.750000 Penalty: 2754.296143
	Iteration 20F: 3 clusters Score -1274930 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1274987.625000 Penalty: 2754.296143
	Iteration 21Q: 3 clusters Score -1274988 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1275025.625000 Penalty: 2754.296143
	Iteration 22Q: 3 clusters Score -1275026 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1275055.375000 Penalty: 2754.296143
	Iteration 23Q: 3 clusters Score -1275055 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1275076.250000 Penalty: 2754.296143
	Iteration 24Q: 3 clusters Score -1275076 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1275100.125000 Penalty: 2754.296143
	Iteration 25Q: 3 clusters Score -1275100 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1275118.125000 Penalty: 2754.296143
	Iteration 26Q: 3 clusters Score -1275118 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1275137.500000 Penalty: 2754.296143
	Iteration 27Q: 3 clusters Score -1275138 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1275149.375000 Penalty: 2754.296143
	Iteration 28Q: 3 clusters Score -1275149 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1275161.375000 Penalty: 2754.296143
	Iteration 29Q: 3 clusters Score -1275161 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1275170.750000 Penalty: 2754.296143
	Iteration 30Q: 3 clusters Score -1275171 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -1275176.375000 Penalty: 2754.296143
	Iteration 31Q: 3 clusters Score -1275176 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1275180.750000 Penalty: 2754.296143
	Iteration 32Q: 3 clusters Score -1275181 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1275186.875000 Penalty: 2754.296143
	Iteration 33Q: 3 clusters Score -1275187 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1275193.500000 Penalty: 2754.296143
	Iteration 34Q: 3 clusters Score -1275194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -1275198.875000 Penalty: 2754.296143
	Iteration 35Q: 3 clusters Score -1275199 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1275202.750000 Penalty: 2754.296143
	Iteration 36Q: 3 clusters Score -1275203 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1275206.500000 Penalty: 2754.296143
	Iteration 37Q: 3 clusters Score -1275206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1275209.000000 Penalty: 2754.296143
	Iteration 38Q: 3 clusters Score -1275209 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1275210.750000 Penalty: 2754.296143
	Iteration 39Q: 3 clusters Score -1275211 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1275212.375000 Penalty: 2754.296143
	Iteration 40F: 3 clusters Score -1275212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1275211.625000 Penalty: 2754.296143
	Iteration 41Q: 3 clusters Score -1275212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1275212.375000 Penalty: 2754.296143
	Iteration 42Q: 3 clusters Score -1275212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1275215.625000 Penalty: 2754.296143
	Iteration 43Q: 3 clusters Score -1275216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1275216.250000 Penalty: 2754.296143
	Iteration 44Q: 3 clusters Score -1275216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1275220.500000 Penalty: 2754.296143
	Iteration 45Q: 3 clusters Score -1275220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1275222.750000 Penalty: 2754.296143
	Iteration 46Q: 3 clusters Score -1275223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1275223.125000 Penalty: 2754.296143
	Iteration 47Q: 3 clusters Score -1275223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1275223.625000 Penalty: 2754.296143
	Iteration 48Q: 3 clusters Score -1275224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1275223.500000 Penalty: 2754.296143
	Iteration 49Q: 3 clusters Score -1275224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1275221.625000 Penalty: 2754.296143
	Iteration 50Q: 3 clusters Score -1275222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1275223.125000 Penalty: 2754.296143
	Iteration 51Q: 3 clusters Score -1275223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1275224.250000 Penalty: 2754.296143
	Iteration 52Q: 3 clusters Score -1275224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1275224.750000 Penalty: 2754.296143
	Iteration 53Q: 3 clusters Score -1275225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1275228.750000 Penalty: 2754.296143
	Iteration 54Q: 3 clusters Score -1275229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1275227.500000 Penalty: 2754.296143
	Iteration 55Q: 3 clusters Score -1275228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1275227.500000 Penalty: 2754.296143
	Iteration 56Q: 3 clusters Score -1275228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1275226.500000 Penalty: 2754.296143
	Iteration 57Q: 3 clusters Score -1275226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1275229.250000 Penalty: 2754.296143
	Iteration 58Q: 3 clusters Score -1275229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1275229.250000 Penalty: 2754.296143
	Iteration 59F: 3 clusters Score -1275229 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -29724.246094 Penalty: 862.000427
	Iteration 0F: 2 clusters Score -29724.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -29011.542969 Penalty: 1724.000854
	Iteration 0F: 3 clusters Score -29011.54 nChanged 47
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: -29183.484375 Penalty: 1724.000854
	Iteration 1F: 3 clusters Score -29183.48 nChanged 20
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: -29300.285156 Penalty: 1724.000854
	Iteration 2F: 3 clusters Score -29300.29 nChanged 14
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: -29434.708984 Penalty: 1724.000854
	Iteration 3Q: 3 clusters Score -29434.71 nChanged 17
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: -29586.109375 Penalty: 1724.000854
	Iteration 4F: 3 clusters Score -29586.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -29637.044922 Penalty: 1724.000854
	Iteration 5Q: 3 clusters Score -29637.04 nChanged 6
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: -29682.353516 Penalty: 1724.000854
	Iteration 6Q: 3 clusters Score -29682.35 nChanged 2
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: -29685.369141 Penalty: 1724.000854
	Iteration 7Q: 3 clusters Score -29685.37 nChanged 0
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: -29685.369141 Penalty: 1724.000854
	Iteration 8F: 3 clusters Score -29685.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Entering Unmasked Estep 
Score: -681296.437500 Penalty: 1286.148926
	Iteration 0F: 2 clusters Score -681296.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -677250.062500 Penalty: 2572.297852
	Iteration 0F: 3 clusters Score -677250.1 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -678406.250000 Penalty: 2572.297852
	Iteration 1F: 3 clusters Score -678406.2 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -678646.500000 Penalty: 2572.297852
	Iteration 2F: 3 clusters Score -678646.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -678793.312500 Penalty: 2572.297852
	Iteration 3F: 3 clusters Score -678793.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -678892.000000 Penalty: 2572.297852
	Iteration 4Q: 3 clusters Score -678892 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -678955.875000 Penalty: 2572.297852
	Iteration 5Q: 3 clusters Score -678955.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -679008.937500 Penalty: 2572.297852
	Iteration 6Q: 3 clusters Score -679008.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -679049.500000 Penalty: 2572.297852
	Iteration 7Q: 3 clusters Score -679049.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -679075.625000 Penalty: 2572.297852
	Iteration 8Q: 3 clusters Score -679075.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -679101.875000 Penalty: 2572.297852
	Iteration 9Q: 3 clusters Score -679101.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -679127.562500 Penalty: 2572.297852
	Iteration 10Q: 3 clusters Score -679127.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -679151.375000 Penalty: 2572.297852
	Iteration 11Q: 3 clusters Score -679151.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -679174.562500 Penalty: 2572.297852
	Iteration 12Q: 3 clusters Score -679174.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -679189.750000 Penalty: 2572.297852
	Iteration 13Q: 3 clusters Score -679189.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -679207.812500 Penalty: 2572.297852
	Iteration 14Q: 3 clusters Score -679207.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -679222.500000 Penalty: 2572.297852
	Iteration 15Q: 3 clusters Score -679222.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -679244.125000 Penalty: 2572.297852
	Iteration 16Q: 3 clusters Score -679244.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -679260.000000 Penalty: 2572.297852
	Iteration 17Q: 3 clusters Score -679260 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -679276.750000 Penalty: 2572.297852
	Iteration 18Q: 3 clusters Score -679276.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -679292.812500 Penalty: 2572.297852
	Iteration 19Q: 3 clusters Score -679292.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -679308.312500 Penalty: 2572.297852
	Iteration 20F: 3 clusters Score -679308.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -679325.312500 Penalty: 2572.297852
	Iteration 21Q: 3 clusters Score -679325.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -679344.375000 Penalty: 2572.297852
	Iteration 22Q: 3 clusters Score -679344.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -679368.875000 Penalty: 2572.297852
	Iteration 23Q: 3 clusters Score -679368.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -679400.125000 Penalty: 2572.297852
	Iteration 24Q: 3 clusters Score -679400.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -679434.000000 Penalty: 2572.297852
	Iteration 25Q: 3 clusters Score -679434 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -679469.687500 Penalty: 2572.297852
	Iteration 26Q: 3 clusters Score -679469.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -679508.500000 Penalty: 2572.297852
	Iteration 27Q: 3 clusters Score -679508.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -679564.000000 Penalty: 2572.297852
	Iteration 28Q: 3 clusters Score -679564 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -679619.312500 Penalty: 2572.297852
	Iteration 29Q: 3 clusters Score -679619.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -679670.687500 Penalty: 2572.297852
	Iteration 30Q: 3 clusters Score -679670.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -679720.437500 Penalty: 2572.297852
	Iteration 31Q: 3 clusters Score -679720.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -679775.187500 Penalty: 2572.297852
	Iteration 32Q: 3 clusters Score -679775.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -679815.625000 Penalty: 2572.297852
	Iteration 33Q: 3 clusters Score -679815.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -679866.750000 Penalty: 2572.297852
	Iteration 34Q: 3 clusters Score -679866.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -679907.187500 Penalty: 2572.297852
	Iteration 35Q: 3 clusters Score -679907.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -679951.500000 Penalty: 2572.297852
	Iteration 36Q: 3 clusters Score -679951.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -679993.687500 Penalty: 2572.297852
	Iteration 37Q: 3 clusters Score -679993.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -680025.625000 Penalty: 2572.297852
	Iteration 38Q: 3 clusters Score -680025.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -680056.312500 Penalty: 2572.297852
	Iteration 39Q: 3 clusters Score -680056.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -680086.187500 Penalty: 2572.297852
	Iteration 40F: 3 clusters Score -680086.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -680107.375000 Penalty: 2572.297852
	Iteration 41Q: 3 clusters Score -680107.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -680127.500000 Penalty: 2572.297852
	Iteration 42Q: 3 clusters Score -680127.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -680142.625000 Penalty: 2572.297852
	Iteration 43Q: 3 clusters Score -680142.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -680159.625000 Penalty: 2572.297852
	Iteration 44Q: 3 clusters Score -680159.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -680176.250000 Penalty: 2572.297852
	Iteration 45Q: 3 clusters Score -680176.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -680196.875000 Penalty: 2572.297852
	Iteration 46Q: 3 clusters Score -680196.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -680222.875000 Penalty: 2572.297852
	Iteration 47Q: 3 clusters Score -680222.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -680241.937500 Penalty: 2572.297852
	Iteration 48Q: 3 clusters Score -680241.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -680264.437500 Penalty: 2572.297852
	Iteration 49Q: 3 clusters Score -680264.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -680290.625000 Penalty: 2572.297852
	Iteration 50Q: 3 clusters Score -680290.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -680320.687500 Penalty: 2572.297852
	Iteration 51Q: 3 clusters Score -680320.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -680361.562500 Penalty: 2572.297852
	Iteration 52Q: 3 clusters Score -680361.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -680401.437500 Penalty: 2572.297852
	Iteration 53Q: 3 clusters Score -680401.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -680435.125000 Penalty: 2572.297852
	Iteration 54Q: 3 clusters Score -680435.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -680481.500000 Penalty: 2572.297852
	Iteration 55Q: 3 clusters Score -680481.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -680536.375000 Penalty: 2572.297852
	Iteration 56Q: 3 clusters Score -680536.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -680588.250000 Penalty: 2572.297852
	Iteration 57Q: 3 clusters Score -680588.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -680637.375000 Penalty: 2572.297852
	Iteration 58Q: 3 clusters Score -680637.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -680691.750000 Penalty: 2572.297852
	Iteration 59Q: 3 clusters Score -680691.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -680720.875000 Penalty: 2572.297852
	Iteration 60F: 3 clusters Score -680720.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -680740.812500 Penalty: 2572.297852
	Iteration 61Q: 3 clusters Score -680740.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -680762.000000 Penalty: 2572.297852
	Iteration 62Q: 3 clusters Score -680762 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -680779.687500 Penalty: 2572.297852
	Iteration 63Q: 3 clusters Score -680779.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -680788.187500 Penalty: 2572.297852
	Iteration 64Q: 3 clusters Score -680788.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -680796.062500 Penalty: 2572.297852
	Iteration 65Q: 3 clusters Score -680796.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -680805.687500 Penalty: 2572.297852
	Iteration 66Q: 3 clusters Score -680805.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -680811.437500 Penalty: 2572.297852
	Iteration 67Q: 3 clusters Score -680811.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -680813.937500 Penalty: 2572.297852
	Iteration 68Q: 3 clusters Score -680813.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -680817.625000 Penalty: 2572.297852
	Iteration 69Q: 3 clusters Score -680817.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -680821.812500 Penalty: 2572.297852
	Iteration 70Q: 3 clusters Score -680821.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -680822.875000 Penalty: 2572.297852
	Iteration 71Q: 3 clusters Score -680822.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -680824.625000 Penalty: 2572.297852
	Iteration 72Q: 3 clusters Score -680824.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -680824.625000 Penalty: 2572.297852
	Iteration 73Q: 3 clusters Score -680824.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -680825.437500 Penalty: 2572.297852
	Iteration 74Q: 3 clusters Score -680825.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -680826.125000 Penalty: 2572.297852
	Iteration 75Q: 3 clusters Score -680826.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -680828.250000 Penalty: 2572.297852
	Iteration 76Q: 3 clusters Score -680828.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -680829.062500 Penalty: 2572.297852
	Iteration 77Q: 3 clusters Score -680829.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -680828.687500 Penalty: 2572.297852
	Iteration 78Q: 3 clusters Score -680828.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -680829.000000 Penalty: 2572.297852
	Iteration 79Q: 3 clusters Score -680829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -680830.062500 Penalty: 2572.297852
	Iteration 80F: 3 clusters Score -680830.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (15054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Entering Unmasked Estep 
Score: -1856327.500000 Penalty: 1431.366577
	Iteration 0F: 2 clusters Score -1856328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1846366.750000 Penalty: 2862.733154
	Iteration 0F: 3 clusters Score -1846367 nChanged 6543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1849761.000000 Penalty: 2862.733154
	Iteration 1F: 3 clusters Score -1849761 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1850086.500000 Penalty: 2862.733154
	Iteration 2F: 3 clusters Score -1850086 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1850348.250000 Penalty: 2862.733154
	Iteration 3Q: 3 clusters Score -1850348 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1850577.750000 Penalty: 2862.733154
	Iteration 4Q: 3 clusters Score -1850578 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1850839.125000 Penalty: 2862.733154
	Iteration 5Q: 3 clusters Score -1850839 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1851162.125000 Penalty: 2862.733154
	Iteration 6Q: 3 clusters Score -1851162 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -1851589.375000 Penalty: 2862.733154
	Iteration 7Q: 3 clusters Score -1851589 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -1852156.375000 Penalty: 2862.733154
	Iteration 8F: 3 clusters Score -1852156 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -1852809.875000 Penalty: 2862.733154
	Iteration 9F: 3 clusters Score -1852810 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -1853513.625000 Penalty: 2862.733154
	Iteration 10F: 3 clusters Score -1853514 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -1854108.375000 Penalty: 2862.733154
	Iteration 11Q: 3 clusters Score -1854108 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -1854521.250000 Penalty: 2862.733154
	Iteration 12Q: 3 clusters Score -1854521 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -1854780.250000 Penalty: 2862.733154
	Iteration 13Q: 3 clusters Score -1854780 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -1854949.375000 Penalty: 2862.733154
	Iteration 14Q: 3 clusters Score -1854949 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -1855052.750000 Penalty: 2862.733154
	Iteration 15Q: 3 clusters Score -1855053 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -1855120.500000 Penalty: 2862.733154
	Iteration 16Q: 3 clusters Score -1855120 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -1855166.000000 Penalty: 2862.733154
	Iteration 17Q: 3 clusters Score -1855166 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -1855206.375000 Penalty: 2862.733154
	Iteration 18Q: 3 clusters Score -1855206 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -1855233.000000 Penalty: 2862.733154
	Iteration 19Q: 3 clusters Score -1855233 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -1855252.000000 Penalty: 2862.733154
	Iteration 20F: 3 clusters Score -1855252 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -1855275.750000 Penalty: 2862.733154
	Iteration 21Q: 3 clusters Score -1855276 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -1855307.625000 Penalty: 2862.733154
	Iteration 22Q: 3 clusters Score -1855308 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -1855327.375000 Penalty: 2862.733154
	Iteration 23Q: 3 clusters Score -1855327 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -1855352.625000 Penalty: 2862.733154
	Iteration 24Q: 3 clusters Score -1855353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -1855356.875000 Penalty: 2862.733154
	Iteration 25Q: 3 clusters Score -1855357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -1855358.375000 Penalty: 2862.733154
	Iteration 26Q: 3 clusters Score -1855358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -1855359.625000 Penalty: 2862.733154
	Iteration 27Q: 3 clusters Score -1855360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -1855363.375000 Penalty: 2862.733154
	Iteration 28Q: 3 clusters Score -1855363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -1855361.875000 Penalty: 2862.733154
	Iteration 29Q: 3 clusters Score -1855362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -1855361.875000 Penalty: 2862.733154
	Iteration 30F: 3 clusters Score -1855362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (19365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Entering Unmasked Estep 
Score: -2453786.500000 Penalty: 1468.837891
	Iteration 0F: 2 clusters Score -2453786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -2441019.000000 Penalty: 2937.675781
	Iteration 0F: 3 clusters Score -2441019 nChanged 8614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -2445874.750000 Penalty: 2937.675781
	Iteration 1F: 3 clusters Score -2445875 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -2446434.750000 Penalty: 2937.675781
	Iteration 2F: 3 clusters Score -2446435 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -2446940.250000 Penalty: 2937.675781
	Iteration 3F: 3 clusters Score -2446940 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -2447428.500000 Penalty: 2937.675781
	Iteration 4F: 3 clusters Score -2447428 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -2447934.750000 Penalty: 2937.675781
	Iteration 5F: 3 clusters Score -2447935 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -2448494.500000 Penalty: 2937.675781
	Iteration 6F: 3 clusters Score -2448494 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -2449021.000000 Penalty: 2937.675781
	Iteration 7F: 3 clusters Score -2449021 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -2449480.750000 Penalty: 2937.675781
	Iteration 8Q: 3 clusters Score -2449481 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -2449928.500000 Penalty: 2937.675781
	Iteration 9Q: 3 clusters Score -2449928 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -2450316.500000 Penalty: 2937.675781
	Iteration 10Q: 3 clusters Score -2450316 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -2450687.500000 Penalty: 2937.675781
	Iteration 11Q: 3 clusters Score -2450688 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -2451050.750000 Penalty: 2937.675781
	Iteration 12Q: 3 clusters Score -2451051 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -2451387.500000 Penalty: 2937.675781
	Iteration 13Q: 3 clusters Score -2451388 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -2451633.750000 Penalty: 2937.675781
	Iteration 14Q: 3 clusters Score -2451634 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -2451810.250000 Penalty: 2937.675781
	Iteration 15Q: 3 clusters Score -2451810 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -2451932.000000 Penalty: 2937.675781
	Iteration 16Q: 3 clusters Score -2451932 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -2452017.250000 Penalty: 2937.675781
	Iteration 17Q: 3 clusters Score -2452017 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -2452089.500000 Penalty: 2937.675781
	Iteration 18Q: 3 clusters Score -2452090 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -2452161.000000 Penalty: 2937.675781
	Iteration 19Q: 3 clusters Score -2452161 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -2452201.000000 Penalty: 2937.675781
	Iteration 20F: 3 clusters Score -2452201 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -2452250.750000 Penalty: 2937.675781
	Iteration 21Q: 3 clusters Score -2452251 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -2452273.000000 Penalty: 2937.675781
	Iteration 22Q: 3 clusters Score -2452273 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -2452310.250000 Penalty: 2937.675781
	Iteration 23Q: 3 clusters Score -2452310 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -2452349.000000 Penalty: 2937.675781
	Iteration 24Q: 3 clusters Score -2452349 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -2452373.000000 Penalty: 2937.675781
	Iteration 25Q: 3 clusters Score -2452373 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -2452390.750000 Penalty: 2937.675781
	Iteration 26Q: 3 clusters Score -2452391 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -2452408.500000 Penalty: 2937.675781
	Iteration 27Q: 3 clusters Score -2452408 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -2452424.000000 Penalty: 2937.675781
	Iteration 28Q: 3 clusters Score -2452424 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -2452428.500000 Penalty: 2937.675781
	Iteration 29Q: 3 clusters Score -2452428 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -2452434.750000 Penalty: 2937.675781
	Iteration 30Q: 3 clusters Score -2452435 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -2452449.500000 Penalty: 2937.675781
	Iteration 31Q: 3 clusters Score -2452450 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -2452462.000000 Penalty: 2937.675781
	Iteration 32Q: 3 clusters Score -2452462 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -2452469.250000 Penalty: 2937.675781
	Iteration 33Q: 3 clusters Score -2452469 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -2452481.500000 Penalty: 2937.675781
	Iteration 34Q: 3 clusters Score -2452482 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -2452487.500000 Penalty: 2937.675781
	Iteration 35Q: 3 clusters Score -2452488 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -2452493.250000 Penalty: 2937.675781
	Iteration 36Q: 3 clusters Score -2452493 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -2452504.500000 Penalty: 2937.675781
	Iteration 37Q: 3 clusters Score -2452504 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -2452510.000000 Penalty: 2937.675781
	Iteration 38Q: 3 clusters Score -2452510 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -2452516.500000 Penalty: 2937.675781
	Iteration 39Q: 3 clusters Score -2452516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -2452521.500000 Penalty: 2937.675781
	Iteration 40F: 3 clusters Score -2452522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -2452530.000000 Penalty: 2937.675781
	Iteration 41Q: 3 clusters Score -2452530 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -2452532.500000 Penalty: 2937.675781
	Iteration 42Q: 3 clusters Score -2452532 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -2452541.000000 Penalty: 2937.675781
	Iteration 43Q: 3 clusters Score -2452541 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -2452540.000000 Penalty: 2937.675781
	Iteration 44Q: 3 clusters Score -2452540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -2452542.750000 Penalty: 2937.675781
	Iteration 45Q: 3 clusters Score -2452543 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -2452548.000000 Penalty: 2937.675781
	Iteration 46Q: 3 clusters Score -2452548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -2452555.250000 Penalty: 2937.675781
	Iteration 47Q: 3 clusters Score -2452555 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -2452561.500000 Penalty: 2937.675781
	Iteration 48Q: 3 clusters Score -2452562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -2452565.500000 Penalty: 2937.675781
	Iteration 49Q: 3 clusters Score -2452566 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -2452570.750000 Penalty: 2937.675781
	Iteration 50Q: 3 clusters Score -2452571 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -2452575.250000 Penalty: 2937.675781
	Iteration 51Q: 3 clusters Score -2452575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -2452579.750000 Penalty: 2937.675781
	Iteration 52Q: 3 clusters Score -2452580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -2452579.750000 Penalty: 2937.675781
	Iteration 53Q: 3 clusters Score -2452580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -2452579.750000 Penalty: 2937.675781
	Iteration 54F: 3 clusters Score -2452580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Entering Unmasked Estep 
Score: -424257.375000 Penalty: 1219.957642
	Iteration 0F: 2 clusters Score -424257.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -421398.968750 Penalty: 2439.915283
	Iteration 0F: 3 clusters Score -421399 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -422211.218750 Penalty: 2439.915283
	Iteration 1F: 3 clusters Score -422211.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -422401.937500 Penalty: 2439.915283
	Iteration 2F: 3 clusters Score -422401.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -422524.062500 Penalty: 2439.915283
	Iteration 3F: 3 clusters Score -422524.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -422607.218750 Penalty: 2439.915283
	Iteration 4Q: 3 clusters Score -422607.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -422677.093750 Penalty: 2439.915283
	Iteration 5Q: 3 clusters Score -422677.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -422723.281250 Penalty: 2439.915283
	Iteration 6Q: 3 clusters Score -422723.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -422759.906250 Penalty: 2439.915283
	Iteration 7Q: 3 clusters Score -422759.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -422793.312500 Penalty: 2439.915283
	Iteration 8Q: 3 clusters Score -422793.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -422826.250000 Penalty: 2439.915283
	Iteration 9Q: 3 clusters Score -422826.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -422864.906250 Penalty: 2439.915283
	Iteration 10Q: 3 clusters Score -422864.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -422899.656250 Penalty: 2439.915283
	Iteration 11Q: 3 clusters Score -422899.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -422931.968750 Penalty: 2439.915283
	Iteration 12Q: 3 clusters Score -422932 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -422968.031250 Penalty: 2439.915283
	Iteration 13Q: 3 clusters Score -422968 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -422990.625000 Penalty: 2439.915283
	Iteration 14Q: 3 clusters Score -422990.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -423019.718750 Penalty: 2439.915283
	Iteration 15Q: 3 clusters Score -423019.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -423050.906250 Penalty: 2439.915283
	Iteration 16Q: 3 clusters Score -423050.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -423084.031250 Penalty: 2439.915283
	Iteration 17Q: 3 clusters Score -423084 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -423117.968750 Penalty: 2439.915283
	Iteration 18Q: 3 clusters Score -423118 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -423149.875000 Penalty: 2439.915283
	Iteration 19Q: 3 clusters Score -423149.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -423175.812500 Penalty: 2439.915283
	Iteration 20F: 3 clusters Score -423175.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -423205.750000 Penalty: 2439.915283
	Iteration 21Q: 3 clusters Score -423205.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -423239.875000 Penalty: 2439.915283
	Iteration 22Q: 3 clusters Score -423239.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -423271.375000 Penalty: 2439.915283
	Iteration 23Q: 3 clusters Score -423271.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -423306.031250 Penalty: 2439.915283
	Iteration 24Q: 3 clusters Score -423306 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -423332.875000 Penalty: 2439.915283
	Iteration 25Q: 3 clusters Score -423332.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -423354.531250 Penalty: 2439.915283
	Iteration 26Q: 3 clusters Score -423354.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -423376.000000 Penalty: 2439.915283
	Iteration 27Q: 3 clusters Score -423376 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -423405.187500 Penalty: 2439.915283
	Iteration 28Q: 3 clusters Score -423405.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -423431.500000 Penalty: 2439.915283
	Iteration 29Q: 3 clusters Score -423431.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -423456.031250 Penalty: 2439.915283
	Iteration 30Q: 3 clusters Score -423456 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -423493.031250 Penalty: 2439.915283
	Iteration 31Q: 3 clusters Score -423493 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -423535.781250 Penalty: 2439.915283
	Iteration 32Q: 3 clusters Score -423535.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -423585.031250 Penalty: 2439.915283
	Iteration 33Q: 3 clusters Score -423585 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -423624.593750 Penalty: 2439.915283
	Iteration 34Q: 3 clusters Score -423624.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -423658.750000 Penalty: 2439.915283
	Iteration 35Q: 3 clusters Score -423658.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -423691.343750 Penalty: 2439.915283
	Iteration 36Q: 3 clusters Score -423691.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -423718.281250 Penalty: 2439.915283
	Iteration 37Q: 3 clusters Score -423718.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -423745.312500 Penalty: 2439.915283
	Iteration 38Q: 3 clusters Score -423745.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -423765.125000 Penalty: 2439.915283
	Iteration 39Q: 3 clusters Score -423765.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -423785.500000 Penalty: 2439.915283
	Iteration 40F: 3 clusters Score -423785.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -423812.093750 Penalty: 2439.915283
	Iteration 41Q: 3 clusters Score -423812.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -423832.843750 Penalty: 2439.915283
	Iteration 42Q: 3 clusters Score -423832.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -423850.937500 Penalty: 2439.915283
	Iteration 43Q: 3 clusters Score -423850.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -423864.000000 Penalty: 2439.915283
	Iteration 44Q: 3 clusters Score -423864 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -423877.625000 Penalty: 2439.915283
	Iteration 45Q: 3 clusters Score -423877.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -423886.375000 Penalty: 2439.915283
	Iteration 46Q: 3 clusters Score -423886.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -423894.125000 Penalty: 2439.915283
	Iteration 47Q: 3 clusters Score -423894.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -423906.906250 Penalty: 2439.915283
	Iteration 48Q: 3 clusters Score -423906.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -423915.218750 Penalty: 2439.915283
	Iteration 49Q: 3 clusters Score -423915.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -423921.750000 Penalty: 2439.915283
	Iteration 50Q: 3 clusters Score -423921.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -423929.875000 Penalty: 2439.915283
	Iteration 51Q: 3 clusters Score -423929.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -423934.250000 Penalty: 2439.915283
	Iteration 52Q: 3 clusters Score -423934.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -423938.656250 Penalty: 2439.915283
	Iteration 53Q: 3 clusters Score -423938.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -423945.875000 Penalty: 2439.915283
	Iteration 54Q: 3 clusters Score -423945.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -423950.500000 Penalty: 2439.915283
	Iteration 55Q: 3 clusters Score -423950.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -423954.375000 Penalty: 2439.915283
	Iteration 56Q: 3 clusters Score -423954.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -423955.906250 Penalty: 2439.915283
	Iteration 57Q: 3 clusters Score -423955.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -423959.093750 Penalty: 2439.915283
	Iteration 58Q: 3 clusters Score -423959.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -423962.718750 Penalty: 2439.915283
	Iteration 59Q: 3 clusters Score -423962.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -423966.750000 Penalty: 2439.915283
	Iteration 60F: 3 clusters Score -423966.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -423972.343750 Penalty: 2439.915283
	Iteration 61Q: 3 clusters Score -423972.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -423975.343750 Penalty: 2439.915283
	Iteration 62Q: 3 clusters Score -423975.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -423976.312500 Penalty: 2439.915283
	Iteration 63Q: 3 clusters Score -423976.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -423976.593750 Penalty: 2439.915283
	Iteration 64Q: 3 clusters Score -423976.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -423977.031250 Penalty: 2439.915283
	Iteration 65Q: 3 clusters Score -423977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -423978.093750 Penalty: 2439.915283
	Iteration 66Q: 3 clusters Score -423978.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -423978.093750 Penalty: 2439.915283
	Iteration 67F: 3 clusters Score -423978.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (14866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Entering Unmasked Estep 
Score: -1871301.500000 Penalty: 1429.496582
	Iteration 0F: 2 clusters Score -1871302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1861514.000000 Penalty: 2858.993164
	Iteration 0F: 3 clusters Score -1861514 nChanged 6385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1864756.375000 Penalty: 2858.993164
	Iteration 1F: 3 clusters Score -1864756 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1865036.125000 Penalty: 2858.993164
	Iteration 2F: 3 clusters Score -1865036 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1865255.750000 Penalty: 2858.993164
	Iteration 3Q: 3 clusters Score -1865256 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1865423.500000 Penalty: 2858.993164
	Iteration 4Q: 3 clusters Score -1865424 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1865552.125000 Penalty: 2858.993164
	Iteration 5Q: 3 clusters Score -1865552 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1865662.125000 Penalty: 2858.993164
	Iteration 6Q: 3 clusters Score -1865662 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1865753.875000 Penalty: 2858.993164
	Iteration 7Q: 3 clusters Score -1865754 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1865841.750000 Penalty: 2858.993164
	Iteration 8Q: 3 clusters Score -1865842 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1865919.375000 Penalty: 2858.993164
	Iteration 9Q: 3 clusters Score -1865919 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1866004.625000 Penalty: 2858.993164
	Iteration 10Q: 3 clusters Score -1866005 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1866109.625000 Penalty: 2858.993164
	Iteration 11Q: 3 clusters Score -1866110 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1866254.875000 Penalty: 2858.993164
	Iteration 12Q: 3 clusters Score -1866255 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1866437.375000 Penalty: 2858.993164
	Iteration 13Q: 3 clusters Score -1866437 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1866723.500000 Penalty: 2858.993164
	Iteration 14Q: 3 clusters Score -1866724 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1867139.750000 Penalty: 2858.993164
	Iteration 15Q: 3 clusters Score -1867140 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1867675.500000 Penalty: 2858.993164
	Iteration 16F: 3 clusters Score -1867676 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1868269.875000 Penalty: 2858.993164
	Iteration 17F: 3 clusters Score -1868270 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1868807.000000 Penalty: 2858.993164
	Iteration 18Q: 3 clusters Score -1868807 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1869276.375000 Penalty: 2858.993164
	Iteration 19Q: 3 clusters Score -1869276 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1869589.500000 Penalty: 2858.993164
	Iteration 20F: 3 clusters Score -1869590 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1869772.250000 Penalty: 2858.993164
	Iteration 21Q: 3 clusters Score -1869772 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1869904.125000 Penalty: 2858.993164
	Iteration 22Q: 3 clusters Score -1869904 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1870006.750000 Penalty: 2858.993164
	Iteration 23Q: 3 clusters Score -1870007 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1870063.375000 Penalty: 2858.993164
	Iteration 24Q: 3 clusters Score -1870063 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1870097.250000 Penalty: 2858.993164
	Iteration 25Q: 3 clusters Score -1870097 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1870111.875000 Penalty: 2858.993164
	Iteration 26Q: 3 clusters Score -1870112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1870132.875000 Penalty: 2858.993164
	Iteration 27Q: 3 clusters Score -1870133 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1870145.250000 Penalty: 2858.993164
	Iteration 28Q: 3 clusters Score -1870145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1870154.375000 Penalty: 2858.993164
	Iteration 29Q: 3 clusters Score -1870154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1870158.750000 Penalty: 2858.993164
	Iteration 30Q: 3 clusters Score -1870159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1870163.125000 Penalty: 2858.993164
	Iteration 31Q: 3 clusters Score -1870163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1870166.375000 Penalty: 2858.993164
	Iteration 32Q: 3 clusters Score -1870166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1870168.000000 Penalty: 2858.993164
	Iteration 33Q: 3 clusters Score -1870168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1870168.000000 Penalty: 2858.993164
	Iteration 34F: 3 clusters Score -1870168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Entering Unmasked Estep 
Score: -639992.062500 Penalty: 1279.415161
	Iteration 0F: 2 clusters Score -639992.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -636132.312500 Penalty: 2558.830322
	Iteration 0F: 3 clusters Score -636132.3 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -637502.250000 Penalty: 2558.830322
	Iteration 1F: 3 clusters Score -637502.2 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -637877.312500 Penalty: 2558.830322
	Iteration 2F: 3 clusters Score -637877.3 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -638206.125000 Penalty: 2558.830322
	Iteration 3F: 3 clusters Score -638206.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -638506.875000 Penalty: 2558.830322
	Iteration 4F: 3 clusters Score -638506.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -638770.812500 Penalty: 2558.830322
	Iteration 5Q: 3 clusters Score -638770.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -639024.562500 Penalty: 2558.830322
	Iteration 6Q: 3 clusters Score -639024.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -639263.625000 Penalty: 2558.830322
	Iteration 7Q: 3 clusters Score -639263.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -639472.625000 Penalty: 2558.830322
	Iteration 8Q: 3 clusters Score -639472.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -639617.937500 Penalty: 2558.830322
	Iteration 9Q: 3 clusters Score -639617.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -639694.875000 Penalty: 2558.830322
	Iteration 10Q: 3 clusters Score -639694.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -639755.562500 Penalty: 2558.830322
	Iteration 11Q: 3 clusters Score -639755.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -639790.500000 Penalty: 2558.830322
	Iteration 12Q: 3 clusters Score -639790.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -639819.437500 Penalty: 2558.830322
	Iteration 13Q: 3 clusters Score -639819.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -639833.687500 Penalty: 2558.830322
	Iteration 14Q: 3 clusters Score -639833.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -639839.562500 Penalty: 2558.830322
	Iteration 15Q: 3 clusters Score -639839.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -639845.625000 Penalty: 2558.830322
	Iteration 16Q: 3 clusters Score -639845.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -639847.437500 Penalty: 2558.830322
	Iteration 17Q: 3 clusters Score -639847.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -639853.375000 Penalty: 2558.830322
	Iteration 18Q: 3 clusters Score -639853.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -639857.125000 Penalty: 2558.830322
	Iteration 19Q: 3 clusters Score -639857.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -639860.250000 Penalty: 2558.830322
	Iteration 20F: 3 clusters Score -639860.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -639860.875000 Penalty: 2558.830322
	Iteration 21Q: 3 clusters Score -639860.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -639861.937500 Penalty: 2558.830322
	Iteration 22Q: 3 clusters Score -639861.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -639862.562500 Penalty: 2558.830322
	Iteration 23Q: 3 clusters Score -639862.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -639862.500000 Penalty: 2558.830322
	Iteration 24Q: 3 clusters Score -639862.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -639862.500000 Penalty: 2558.830322
	Iteration 25Q: 3 clusters Score -639862.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -639862.312500 Penalty: 2558.830322
	Iteration 26Q: 3 clusters Score -639862.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -639862.312500 Penalty: 2558.830322
	Iteration 27F: 3 clusters Score -639862.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (12229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Entering Unmasked Estep 
Score: -1451713.875000 Penalty: 1400.441040
	Iteration 0F: 2 clusters Score -1451714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1443660.000000 Penalty: 2800.882080
	Iteration 0F: 3 clusters Score -1443660 nChanged 5100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1446422.125000 Penalty: 2800.882080
	Iteration 1F: 3 clusters Score -1446422 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1446762.125000 Penalty: 2800.882080
	Iteration 2F: 3 clusters Score -1446762 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1446997.250000 Penalty: 2800.882080
	Iteration 3Q: 3 clusters Score -1446997 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1447190.375000 Penalty: 2800.882080
	Iteration 4Q: 3 clusters Score -1447190 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1447373.875000 Penalty: 2800.882080
	Iteration 5Q: 3 clusters Score -1447374 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1447549.625000 Penalty: 2800.882080
	Iteration 6Q: 3 clusters Score -1447550 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1447743.125000 Penalty: 2800.882080
	Iteration 7Q: 3 clusters Score -1447743 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1447988.750000 Penalty: 2800.882080
	Iteration 8Q: 3 clusters Score -1447989 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1448296.500000 Penalty: 2800.882080
	Iteration 9Q: 3 clusters Score -1448296 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1448679.375000 Penalty: 2800.882080
	Iteration 10Q: 3 clusters Score -1448679 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1449098.875000 Penalty: 2800.882080
	Iteration 11Q: 3 clusters Score -1449099 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1449514.250000 Penalty: 2800.882080
	Iteration 12Q: 3 clusters Score -1449514 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1449880.625000 Penalty: 2800.882080
	Iteration 13Q: 3 clusters Score -1449881 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1450154.250000 Penalty: 2800.882080
	Iteration 14Q: 3 clusters Score -1450154 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1450343.500000 Penalty: 2800.882080
	Iteration 15Q: 3 clusters Score -1450344 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1450464.375000 Penalty: 2800.882080
	Iteration 16Q: 3 clusters Score -1450464 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1450552.125000 Penalty: 2800.882080
	Iteration 17Q: 3 clusters Score -1450552 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1450610.625000 Penalty: 2800.882080
	Iteration 18Q: 3 clusters Score -1450611 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1450640.500000 Penalty: 2800.882080
	Iteration 19Q: 3 clusters Score -1450640 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1450670.375000 Penalty: 2800.882080
	Iteration 20F: 3 clusters Score -1450670 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1450688.625000 Penalty: 2800.882080
	Iteration 21Q: 3 clusters Score -1450689 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1450703.750000 Penalty: 2800.882080
	Iteration 22Q: 3 clusters Score -1450704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1450709.625000 Penalty: 2800.882080
	Iteration 23Q: 3 clusters Score -1450710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1450716.875000 Penalty: 2800.882080
	Iteration 24Q: 3 clusters Score -1450717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1450724.250000 Penalty: 2800.882080
	Iteration 25Q: 3 clusters Score -1450724 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1450729.875000 Penalty: 2800.882080
	Iteration 26Q: 3 clusters Score -1450730 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1450743.000000 Penalty: 2800.882080
	Iteration 27Q: 3 clusters Score -1450743 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1450743.375000 Penalty: 2800.882080
	Iteration 28Q: 3 clusters Score -1450743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1450749.125000 Penalty: 2800.882080
	Iteration 29Q: 3 clusters Score -1450749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1450750.875000 Penalty: 2800.882080
	Iteration 30Q: 3 clusters Score -1450751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1450752.125000 Penalty: 2800.882080
	Iteration 31Q: 3 clusters Score -1450752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1450754.125000 Penalty: 2800.882080
	Iteration 32Q: 3 clusters Score -1450754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1450756.250000 Penalty: 2800.882080
	Iteration 33Q: 3 clusters Score -1450756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1450756.250000 Penalty: 2800.882080
	Iteration 34F: 3 clusters Score -1450756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (11938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Entering Unmasked Estep 
Score: -1433108.125000 Penalty: 1396.857300
	Iteration 0F: 2 clusters Score -1433108 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 5988 members 
Entering Unmasked Estep 
Score: -1425152.625000 Penalty: 2793.714600
	Iteration 0F: 3 clusters Score -1425153 nChanged 5009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1427888.375000 Penalty: 2793.714600
	Iteration 1F: 3 clusters Score -1427888 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1428350.875000 Penalty: 2793.714600
	Iteration 2F: 3 clusters Score -1428351 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1428766.000000 Penalty: 2793.714600
	Iteration 3F: 3 clusters Score -1428766 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1429115.750000 Penalty: 2793.714600
	Iteration 4F: 3 clusters Score -1429116 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1429430.625000 Penalty: 2793.714600
	Iteration 5Q: 3 clusters Score -1429431 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1429731.625000 Penalty: 2793.714600
	Iteration 6Q: 3 clusters Score -1429732 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1430011.500000 Penalty: 2793.714600
	Iteration 7Q: 3 clusters Score -1430012 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1430283.750000 Penalty: 2793.714600
	Iteration 8Q: 3 clusters Score -1430284 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1430543.250000 Penalty: 2793.714600
	Iteration 9Q: 3 clusters Score -1430543 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1430796.875000 Penalty: 2793.714600
	Iteration 10Q: 3 clusters Score -1430797 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1430971.625000 Penalty: 2793.714600
	Iteration 11Q: 3 clusters Score -1430972 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1431115.875000 Penalty: 2793.714600
	Iteration 12Q: 3 clusters Score -1431116 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1431201.000000 Penalty: 2793.714600
	Iteration 13Q: 3 clusters Score -1431201 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1431261.250000 Penalty: 2793.714600
	Iteration 14Q: 3 clusters Score -1431261 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1431320.750000 Penalty: 2793.714600
	Iteration 15Q: 3 clusters Score -1431321 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1431368.125000 Penalty: 2793.714600
	Iteration 16Q: 3 clusters Score -1431368 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1431411.875000 Penalty: 2793.714600
	Iteration 17Q: 3 clusters Score -1431412 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1431452.875000 Penalty: 2793.714600
	Iteration 18Q: 3 clusters Score -1431453 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1431496.375000 Penalty: 2793.714600
	Iteration 19Q: 3 clusters Score -1431496 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1431529.625000 Penalty: 2793.714600
	Iteration 20F: 3 clusters Score -1431530 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1431562.750000 Penalty: 2793.714600
	Iteration 21Q: 3 clusters Score -1431563 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1431591.750000 Penalty: 2793.714600
	Iteration 22Q: 3 clusters Score -1431592 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1431627.375000 Penalty: 2793.714600
	Iteration 23Q: 3 clusters Score -1431627 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1431653.750000 Penalty: 2793.714600
	Iteration 24Q: 3 clusters Score -1431654 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1431674.625000 Penalty: 2793.714600
	Iteration 25Q: 3 clusters Score -1431675 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1431690.000000 Penalty: 2793.714600
	Iteration 26Q: 3 clusters Score -1431690 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -1431711.625000 Penalty: 2793.714600
	Iteration 27Q: 3 clusters Score -1431712 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1431736.250000 Penalty: 2793.714600
	Iteration 28Q: 3 clusters Score -1431736 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1431748.250000 Penalty: 2793.714600
	Iteration 29Q: 3 clusters Score -1431748 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1431764.500000 Penalty: 2793.714600
	Iteration 30Q: 3 clusters Score -1431764 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -1431774.625000 Penalty: 2793.714600
	Iteration 31Q: 3 clusters Score -1431775 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1431787.125000 Penalty: 2793.714600
	Iteration 32Q: 3 clusters Score -1431787 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1431795.625000 Penalty: 2793.714600
	Iteration 33Q: 3 clusters Score -1431796 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -1431807.000000 Penalty: 2793.714600
	Iteration 34Q: 3 clusters Score -1431807 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1431819.625000 Penalty: 2793.714600
	Iteration 35Q: 3 clusters Score -1431820 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -1431827.500000 Penalty: 2793.714600
	Iteration 36Q: 3 clusters Score -1431828 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1431842.125000 Penalty: 2793.714600
	Iteration 37Q: 3 clusters Score -1431842 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1431856.375000 Penalty: 2793.714600
	Iteration 38Q: 3 clusters Score -1431856 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -1431869.500000 Penalty: 2793.714600
	Iteration 39Q: 3 clusters Score -1431870 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -1431872.750000 Penalty: 2793.714600
	Iteration 40F: 3 clusters Score -1431873 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1431880.000000 Penalty: 2793.714600
	Iteration 41Q: 3 clusters Score -1431880 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -1431892.000000 Penalty: 2793.714600
	Iteration 42Q: 3 clusters Score -1431892 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -1431900.250000 Penalty: 2793.714600
	Iteration 43Q: 3 clusters Score -1431900 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1431906.250000 Penalty: 2793.714600
	Iteration 44Q: 3 clusters Score -1431906 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -1431914.875000 Penalty: 2793.714600
	Iteration 45Q: 3 clusters Score -1431915 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1431922.750000 Penalty: 2793.714600
	Iteration 46Q: 3 clusters Score -1431923 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1431926.500000 Penalty: 2793.714600
	Iteration 47Q: 3 clusters Score -1431926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1431932.375000 Penalty: 2793.714600
	Iteration 48Q: 3 clusters Score -1431932 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1431940.500000 Penalty: 2793.714600
	Iteration 49Q: 3 clusters Score -1431940 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1431946.625000 Penalty: 2793.714600
	Iteration 50Q: 3 clusters Score -1431947 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1431951.125000 Penalty: 2793.714600
	Iteration 51Q: 3 clusters Score -1431951 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -1431957.500000 Penalty: 2793.714600
	Iteration 52Q: 3 clusters Score -1431958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -1431961.250000 Penalty: 2793.714600
	Iteration 53Q: 3 clusters Score -1431961 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -1431965.125000 Penalty: 2793.714600
	Iteration 54Q: 3 clusters Score -1431965 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -1431967.000000 Penalty: 2793.714600
	Iteration 55Q: 3 clusters Score -1431967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -1431965.750000 Penalty: 2793.714600
	Iteration 56Q: 3 clusters Score -1431966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -1431970.375000 Penalty: 2793.714600
	Iteration 57Q: 3 clusters Score -1431970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1431975.875000 Penalty: 2793.714600
	Iteration 58Q: 3 clusters Score -1431976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -1431978.250000 Penalty: 2793.714600
	Iteration 59Q: 3 clusters Score -1431978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -1431981.250000 Penalty: 2793.714600
	Iteration 60F: 3 clusters Score -1431981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -1431982.750000 Penalty: 2793.714600
	Iteration 61Q: 3 clusters Score -1431983 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1431988.125000 Penalty: 2793.714600
	Iteration 62Q: 3 clusters Score -1431988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1431991.500000 Penalty: 2793.714600
	Iteration 63Q: 3 clusters Score -1431992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -1431999.875000 Penalty: 2793.714600
	Iteration 64Q: 3 clusters Score -1432000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1432006.750000 Penalty: 2793.714600
	Iteration 65Q: 3 clusters Score -1432007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -1432002.875000 Penalty: 2793.714600
	Iteration 66Q: 3 clusters Score -1432003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -1432005.250000 Penalty: 2793.714600
	Iteration 67Q: 3 clusters Score -1432005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1432006.625000 Penalty: 2793.714600
	Iteration 68Q: 3 clusters Score -1432007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -1432008.625000 Penalty: 2793.714600
	Iteration 69Q: 3 clusters Score -1432009 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1432015.250000 Penalty: 2793.714600
	Iteration 70Q: 3 clusters Score -1432015 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -1432017.500000 Penalty: 2793.714600
	Iteration 71Q: 3 clusters Score -1432018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -1432024.500000 Penalty: 2793.714600
	Iteration 72Q: 3 clusters Score -1432024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1432027.500000 Penalty: 2793.714600
	Iteration 73Q: 3 clusters Score -1432028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1432030.375000 Penalty: 2793.714600
	Iteration 74Q: 3 clusters Score -1432030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -1432032.500000 Penalty: 2793.714600
	Iteration 75Q: 3 clusters Score -1432032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -1432034.750000 Penalty: 2793.714600
	Iteration 76Q: 3 clusters Score -1432035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -1432036.250000 Penalty: 2793.714600
	Iteration 77Q: 3 clusters Score -1432036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1432034.625000 Penalty: 2793.714600
	Iteration 78Q: 3 clusters Score -1432035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -1432034.750000 Penalty: 2793.714600
	Iteration 79Q: 3 clusters Score -1432035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -1432035.875000 Penalty: 2793.714600
	Iteration 80F: 3 clusters Score -1432036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -1432037.500000 Penalty: 2793.714600
	Iteration 81Q: 3 clusters Score -1432038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -1432037.875000 Penalty: 2793.714600
	Iteration 82Q: 3 clusters Score -1432038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -1432036.500000 Penalty: 2793.714600
	Iteration 83Q: 3 clusters Score -1432036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -1432035.875000 Penalty: 2793.714600
	Iteration 84Q: 3 clusters Score -1432036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -1432035.875000 Penalty: 2793.714600
	Iteration 85F: 3 clusters Score -1432036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Entering Unmasked Estep 
Score: -24412.658203 Penalty: 857.860474
	Iteration 0F: 2 clusters Score -24412.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -23769.785156 Penalty: 1715.720947
	Iteration 0F: 3 clusters Score -23769.79 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -23974.318359 Penalty: 1715.720947
	Iteration 1F: 3 clusters Score -23974.32 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -24116.326172 Penalty: 1715.720947
	Iteration 2F: 3 clusters Score -24116.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -24184.177734 Penalty: 1715.720947
	Iteration 3Q: 3 clusters Score -24184.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -24226.964844 Penalty: 1715.720947
	Iteration 4Q: 3 clusters Score -24226.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -24256.423828 Penalty: 1715.720947
	Iteration 5Q: 3 clusters Score -24256.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -24274.398438 Penalty: 1715.720947
	Iteration 6Q: 3 clusters Score -24274.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -24306.271484 Penalty: 1715.720947
	Iteration 7Q: 3 clusters Score -24306.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -24352.292969 Penalty: 1715.720947
	Iteration 8Q: 3 clusters Score -24352.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -24362.730469 Penalty: 1715.720947
	Iteration 9Q: 3 clusters Score -24362.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -24369.605469 Penalty: 1715.720947
	Iteration 10Q: 3 clusters Score -24369.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -24390.269531 Penalty: 1715.720947
	Iteration 11Q: 3 clusters Score -24390.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -24400.884766 Penalty: 1715.720947
	Iteration 12Q: 3 clusters Score -24400.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -24400.884766 Penalty: 1715.720947
	Iteration 13F: 3 clusters Score -24400.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (16098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Entering Unmasked Estep 
Score: -2045561.625000 Penalty: 1441.343750
	Iteration 0F: 2 clusters Score -2045562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -2034905.500000 Penalty: 2882.687500
	Iteration 0F: 3 clusters Score -2034906 nChanged 7000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -2038766.500000 Penalty: 2882.687500
	Iteration 1F: 3 clusters Score -2038766 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -2039252.875000 Penalty: 2882.687500
	Iteration 2F: 3 clusters Score -2039253 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -2039709.625000 Penalty: 2882.687500
	Iteration 3F: 3 clusters Score -2039710 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -2040189.625000 Penalty: 2882.687500
	Iteration 4F: 3 clusters Score -2040190 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -2040716.875000 Penalty: 2882.687500
	Iteration 5F: 3 clusters Score -2040717 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -2041313.750000 Penalty: 2882.687500
	Iteration 6F: 3 clusters Score -2041314 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -2041945.625000 Penalty: 2882.687500
	Iteration 7F: 3 clusters Score -2041946 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -2042584.250000 Penalty: 2882.687500
	Iteration 8F: 3 clusters Score -2042584 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -2043134.125000 Penalty: 2882.687500
	Iteration 9Q: 3 clusters Score -2043134 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -2043537.875000 Penalty: 2882.687500
	Iteration 10Q: 3 clusters Score -2043538 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -2043795.875000 Penalty: 2882.687500
	Iteration 11Q: 3 clusters Score -2043796 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -2043967.375000 Penalty: 2882.687500
	Iteration 12Q: 3 clusters Score -2043967 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -2044105.125000 Penalty: 2882.687500
	Iteration 13Q: 3 clusters Score -2044105 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -2044194.375000 Penalty: 2882.687500
	Iteration 14Q: 3 clusters Score -2044194 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -2044270.500000 Penalty: 2882.687500
	Iteration 15Q: 3 clusters Score -2044270 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -2044332.250000 Penalty: 2882.687500
	Iteration 16Q: 3 clusters Score -2044332 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -2044382.125000 Penalty: 2882.687500
	Iteration 17Q: 3 clusters Score -2044382 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -2044415.250000 Penalty: 2882.687500
	Iteration 18Q: 3 clusters Score -2044415 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -2044444.875000 Penalty: 2882.687500
	Iteration 19Q: 3 clusters Score -2044445 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -2044458.375000 Penalty: 2882.687500
	Iteration 20F: 3 clusters Score -2044458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -2044470.500000 Penalty: 2882.687500
	Iteration 21Q: 3 clusters Score -2044470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -2044477.250000 Penalty: 2882.687500
	Iteration 22Q: 3 clusters Score -2044477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -2044481.875000 Penalty: 2882.687500
	Iteration 23Q: 3 clusters Score -2044482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -2044484.625000 Penalty: 2882.687500
	Iteration 24Q: 3 clusters Score -2044485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -2044485.250000 Penalty: 2882.687500
	Iteration 25Q: 3 clusters Score -2044485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -2044484.125000 Penalty: 2882.687500
	Iteration 26Q: 3 clusters Score -2044484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -2044484.125000 Penalty: 2882.687500
	Iteration 27F: 3 clusters Score -2044484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Entering Unmasked Estep 
Score: -38729.703125 Penalty: 894.476562
	Iteration 0F: 2 clusters Score -38729.7 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 193 members 
Entering Unmasked Estep 
Score: -37946.308594 Penalty: 1788.953125
	Iteration 0F: 3 clusters Score -37946.31 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -38111.847656 Penalty: 1788.953125
	Iteration 1F: 3 clusters Score -38111.85 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -38244.222656 Penalty: 1788.953125
	Iteration 2F: 3 clusters Score -38244.22 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -38297.406250 Penalty: 1788.953125
	Iteration 3Q: 3 clusters Score -38297.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -38316.597656 Penalty: 1788.953125
	Iteration 4Q: 3 clusters Score -38316.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -38316.597656 Penalty: 1788.953125
	Iteration 5F: 3 clusters Score -38316.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Entering Unmasked Estep 
Score: -187473.109375 Penalty: 1099.934326
	Iteration 0F: 2 clusters Score -187473.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -185836.500000 Penalty: 2199.868652
	Iteration 0F: 3 clusters Score -185836.5 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -186278.406250 Penalty: 2199.868652
	Iteration 1F: 3 clusters Score -186278.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -186402.000000 Penalty: 2199.868652
	Iteration 2F: 3 clusters Score -186402 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -186474.187500 Penalty: 2199.868652
	Iteration 3Q: 3 clusters Score -186474.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -186519.296875 Penalty: 2199.868652
	Iteration 4Q: 3 clusters Score -186519.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -186549.093750 Penalty: 2199.868652
	Iteration 5Q: 3 clusters Score -186549.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -186568.578125 Penalty: 2199.868652
	Iteration 6Q: 3 clusters Score -186568.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -186582.656250 Penalty: 2199.868652
	Iteration 7Q: 3 clusters Score -186582.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -186605.156250 Penalty: 2199.868652
	Iteration 8Q: 3 clusters Score -186605.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -186620.875000 Penalty: 2199.868652
	Iteration 9Q: 3 clusters Score -186620.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -186633.812500 Penalty: 2199.868652
	Iteration 10Q: 3 clusters Score -186633.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -186644.718750 Penalty: 2199.868652
	Iteration 11Q: 3 clusters Score -186644.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -186659.953125 Penalty: 2199.868652
	Iteration 12Q: 3 clusters Score -186660 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -186673.062500 Penalty: 2199.868652
	Iteration 13Q: 3 clusters Score -186673.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -186680.078125 Penalty: 2199.868652
	Iteration 14Q: 3 clusters Score -186680.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -186682.359375 Penalty: 2199.868652
	Iteration 15Q: 3 clusters Score -186682.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -186682.359375 Penalty: 2199.868652
	Iteration 16F: 3 clusters Score -186682.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Entering Unmasked Estep 
Score: -12719.684570 Penalty: 783.088318
	Iteration 0F: 2 clusters Score -12719.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -12154.813477 Penalty: 1566.176636
	Iteration 0F: 3 clusters Score -12154.81 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -12295.955078 Penalty: 1566.176636
	Iteration 1F: 3 clusters Score -12295.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -12344.466797 Penalty: 1566.176636
	Iteration 2Q: 3 clusters Score -12344.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -12344.466797 Penalty: 1566.176636
	Iteration 3F: 3 clusters Score -12344.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -28486.371094 Penalty: 853.121216
	Iteration 0F: 2 clusters Score -28486.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -27772.035156 Penalty: 1706.242432
	Iteration 0F: 3 clusters Score -27772.04 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -27885.765625 Penalty: 1706.242432
	Iteration 1F: 3 clusters Score -27885.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -27911.691406 Penalty: 1706.242432
	Iteration 2Q: 3 clusters Score -27911.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -27935.816406 Penalty: 1706.242432
	Iteration 3Q: 3 clusters Score -27935.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -27956.849609 Penalty: 1706.242432
	Iteration 4Q: 3 clusters Score -27956.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -28012.242188 Penalty: 1706.242432
	Iteration 5Q: 3 clusters Score -28012.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -28040.583984 Penalty: 1706.242432
	Iteration 6Q: 3 clusters Score -28040.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -28045.384766 Penalty: 1706.242432
	Iteration 7Q: 3 clusters Score -28045.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -28050.251953 Penalty: 1706.242432
	Iteration 8Q: 3 clusters Score -28050.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -28057.121094 Penalty: 1706.242432
	Iteration 9Q: 3 clusters Score -28057.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -28057.121094 Penalty: 1706.242432
	Iteration 10F: 3 clusters Score -28057.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (6909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Entering Unmasked Estep 
Score: -875636.312500 Penalty: 1315.478271
	Iteration 0F: 2 clusters Score -875636.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -870776.437500 Penalty: 2630.956543
	Iteration 0F: 3 clusters Score -870776.4 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -872257.937500 Penalty: 2630.956543
	Iteration 1F: 3 clusters Score -872257.9 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -872506.562500 Penalty: 2630.956543
	Iteration 2F: 3 clusters Score -872506.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -872653.812500 Penalty: 2630.956543
	Iteration 3Q: 3 clusters Score -872653.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -872768.750000 Penalty: 2630.956543
	Iteration 4Q: 3 clusters Score -872768.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -872856.062500 Penalty: 2630.956543
	Iteration 5Q: 3 clusters Score -872856.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -872930.875000 Penalty: 2630.956543
	Iteration 6Q: 3 clusters Score -872930.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -872990.500000 Penalty: 2630.956543
	Iteration 7Q: 3 clusters Score -872990.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -873035.437500 Penalty: 2630.956543
	Iteration 8Q: 3 clusters Score -873035.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -873076.187500 Penalty: 2630.956543
	Iteration 9Q: 3 clusters Score -873076.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -873123.625000 Penalty: 2630.956543
	Iteration 10Q: 3 clusters Score -873123.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -873165.750000 Penalty: 2630.956543
	Iteration 11Q: 3 clusters Score -873165.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -873220.687500 Penalty: 2630.956543
	Iteration 12Q: 3 clusters Score -873220.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -873290.000000 Penalty: 2630.956543
	Iteration 13Q: 3 clusters Score -873290 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -873370.375000 Penalty: 2630.956543
	Iteration 14Q: 3 clusters Score -873370.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -873474.375000 Penalty: 2630.956543
	Iteration 15Q: 3 clusters Score -873474.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -873580.687500 Penalty: 2630.956543
	Iteration 16Q: 3 clusters Score -873580.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -873702.625000 Penalty: 2630.956543
	Iteration 17Q: 3 clusters Score -873702.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -873817.812500 Penalty: 2630.956543
	Iteration 18Q: 3 clusters Score -873817.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -873932.500000 Penalty: 2630.956543
	Iteration 19Q: 3 clusters Score -873932.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -874050.937500 Penalty: 2630.956543
	Iteration 20F: 3 clusters Score -874050.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -874154.125000 Penalty: 2630.956543
	Iteration 21Q: 3 clusters Score -874154.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -874234.250000 Penalty: 2630.956543
	Iteration 22Q: 3 clusters Score -874234.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -874307.312500 Penalty: 2630.956543
	Iteration 23Q: 3 clusters Score -874307.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -874357.812500 Penalty: 2630.956543
	Iteration 24Q: 3 clusters Score -874357.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -874400.875000 Penalty: 2630.956543
	Iteration 25Q: 3 clusters Score -874400.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -874433.625000 Penalty: 2630.956543
	Iteration 26Q: 3 clusters Score -874433.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -874465.750000 Penalty: 2630.956543
	Iteration 27Q: 3 clusters Score -874465.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -874493.562500 Penalty: 2630.956543
	Iteration 28Q: 3 clusters Score -874493.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -874520.812500 Penalty: 2630.956543
	Iteration 29Q: 3 clusters Score -874520.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -874545.812500 Penalty: 2630.956543
	Iteration 30Q: 3 clusters Score -874545.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -874561.750000 Penalty: 2630.956543
	Iteration 31Q: 3 clusters Score -874561.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -874569.062500 Penalty: 2630.956543
	Iteration 32Q: 3 clusters Score -874569.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -874574.812500 Penalty: 2630.956543
	Iteration 33Q: 3 clusters Score -874574.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -874584.750000 Penalty: 2630.956543
	Iteration 34Q: 3 clusters Score -874584.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -874594.625000 Penalty: 2630.956543
	Iteration 35Q: 3 clusters Score -874594.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -874604.187500 Penalty: 2630.956543
	Iteration 36Q: 3 clusters Score -874604.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -874613.500000 Penalty: 2630.956543
	Iteration 37Q: 3 clusters Score -874613.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -874627.125000 Penalty: 2630.956543
	Iteration 38Q: 3 clusters Score -874627.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -874642.062500 Penalty: 2630.956543
	Iteration 39Q: 3 clusters Score -874642.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -874655.000000 Penalty: 2630.956543
	Iteration 40F: 3 clusters Score -874655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -874659.687500 Penalty: 2630.956543
	Iteration 41Q: 3 clusters Score -874659.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -874663.937500 Penalty: 2630.956543
	Iteration 42Q: 3 clusters Score -874663.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -874670.750000 Penalty: 2630.956543
	Iteration 43Q: 3 clusters Score -874670.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -874678.937500 Penalty: 2630.956543
	Iteration 44Q: 3 clusters Score -874678.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -874682.875000 Penalty: 2630.956543
	Iteration 45Q: 3 clusters Score -874682.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -874684.687500 Penalty: 2630.956543
	Iteration 46Q: 3 clusters Score -874684.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -874686.250000 Penalty: 2630.956543
	Iteration 47Q: 3 clusters Score -874686.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -874686.250000 Penalty: 2630.956543
	Iteration 48F: 3 clusters Score -874686.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Entering Unmasked Estep 
Score: -44846.449219 Penalty: 891.901489
	Iteration 0F: 2 clusters Score -44846.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -44073.054688 Penalty: 1783.802979
	Iteration 0F: 3 clusters Score -44073.05 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -44265.453125 Penalty: 1783.802979
	Iteration 1F: 3 clusters Score -44265.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -44311.765625 Penalty: 1783.802979
	Iteration 2Q: 3 clusters Score -44311.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -44321.507812 Penalty: 1783.802979
	Iteration 3Q: 3 clusters Score -44321.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -44337.421875 Penalty: 1783.802979
	Iteration 4Q: 3 clusters Score -44337.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -44341.070312 Penalty: 1783.802979
	Iteration 5Q: 3 clusters Score -44341.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -44347.621094 Penalty: 1783.802979
	Iteration 6Q: 3 clusters Score -44347.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -44353.515625 Penalty: 1783.802979
	Iteration 7Q: 3 clusters Score -44353.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -44361.214844 Penalty: 1783.802979
	Iteration 8Q: 3 clusters Score -44361.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -44366.066406 Penalty: 1783.802979
	Iteration 9Q: 3 clusters Score -44366.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -44366.066406 Penalty: 1783.802979
	Iteration 10F: 3 clusters Score -44366.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (10681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Entering Unmasked Estep 
Score: -1333373.375000 Penalty: 1380.301880
	Iteration 0F: 2 clusters Score -1333373 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1326152.875000 Penalty: 2760.603760
	Iteration 0F: 3 clusters Score -1326153 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1328533.625000 Penalty: 2760.603760
	Iteration 1F: 3 clusters Score -1328534 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1328890.000000 Penalty: 2760.603760
	Iteration 2F: 3 clusters Score -1328890 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1329161.750000 Penalty: 2760.603760
	Iteration 3F: 3 clusters Score -1329162 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1329442.500000 Penalty: 2760.603760
	Iteration 4Q: 3 clusters Score -1329442 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1329734.250000 Penalty: 2760.603760
	Iteration 5Q: 3 clusters Score -1329734 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1329959.875000 Penalty: 2760.603760
	Iteration 6Q: 3 clusters Score -1329960 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1330168.500000 Penalty: 2760.603760
	Iteration 7Q: 3 clusters Score -1330168 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1330423.750000 Penalty: 2760.603760
	Iteration 8Q: 3 clusters Score -1330424 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1330717.625000 Penalty: 2760.603760
	Iteration 9Q: 3 clusters Score -1330718 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1331018.500000 Penalty: 2760.603760
	Iteration 10Q: 3 clusters Score -1331018 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1331360.000000 Penalty: 2760.603760
	Iteration 11Q: 3 clusters Score -1331360 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1331706.625000 Penalty: 2760.603760
	Iteration 12Q: 3 clusters Score -1331707 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1332029.125000 Penalty: 2760.603760
	Iteration 13Q: 3 clusters Score -1332029 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1332255.000000 Penalty: 2760.603760
	Iteration 14Q: 3 clusters Score -1332255 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1332413.250000 Penalty: 2760.603760
	Iteration 15Q: 3 clusters Score -1332413 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1332499.250000 Penalty: 2760.603760
	Iteration 16Q: 3 clusters Score -1332499 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1332541.250000 Penalty: 2760.603760
	Iteration 17Q: 3 clusters Score -1332541 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1332564.000000 Penalty: 2760.603760
	Iteration 18Q: 3 clusters Score -1332564 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1332582.250000 Penalty: 2760.603760
	Iteration 19Q: 3 clusters Score -1332582 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1332596.125000 Penalty: 2760.603760
	Iteration 20F: 3 clusters Score -1332596 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1332604.250000 Penalty: 2760.603760
	Iteration 21Q: 3 clusters Score -1332604 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1332616.625000 Penalty: 2760.603760
	Iteration 22Q: 3 clusters Score -1332617 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1332620.000000 Penalty: 2760.603760
	Iteration 23Q: 3 clusters Score -1332620 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1332623.250000 Penalty: 2760.603760
	Iteration 24Q: 3 clusters Score -1332623 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1332627.125000 Penalty: 2760.603760
	Iteration 25Q: 3 clusters Score -1332627 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1332631.875000 Penalty: 2760.603760
	Iteration 26Q: 3 clusters Score -1332632 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1332634.375000 Penalty: 2760.603760
	Iteration 27Q: 3 clusters Score -1332634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1332632.750000 Penalty: 2760.603760
	Iteration 28Q: 3 clusters Score -1332633 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1332639.375000 Penalty: 2760.603760
	Iteration 29Q: 3 clusters Score -1332639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1332636.750000 Penalty: 2760.603760
	Iteration 30Q: 3 clusters Score -1332637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1332638.500000 Penalty: 2760.603760
	Iteration 31Q: 3 clusters Score -1332638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1332640.000000 Penalty: 2760.603760
	Iteration 32Q: 3 clusters Score -1332640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1332643.500000 Penalty: 2760.603760
	Iteration 33Q: 3 clusters Score -1332644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1332637.625000 Penalty: 2760.603760
	Iteration 34Q: 3 clusters Score -1332638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1332640.625000 Penalty: 2760.603760
	Iteration 35Q: 3 clusters Score -1332641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1332643.125000 Penalty: 2760.603760
	Iteration 36Q: 3 clusters Score -1332643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1332646.875000 Penalty: 2760.603760
	Iteration 37Q: 3 clusters Score -1332647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1332646.625000 Penalty: 2760.603760
	Iteration 38Q: 3 clusters Score -1332647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1332646.500000 Penalty: 2760.603760
	Iteration 39Q: 3 clusters Score -1332646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1332648.750000 Penalty: 2760.603760
	Iteration 40F: 3 clusters Score -1332649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1332648.250000 Penalty: 2760.603760
	Iteration 41Q: 3 clusters Score -1332648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1332648.875000 Penalty: 2760.603760
	Iteration 42Q: 3 clusters Score -1332649 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1332653.000000 Penalty: 2760.603760
	Iteration 43Q: 3 clusters Score -1332653 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1332655.125000 Penalty: 2760.603760
	Iteration 44Q: 3 clusters Score -1332655 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1332654.375000 Penalty: 2760.603760
	Iteration 45Q: 3 clusters Score -1332654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1332655.125000 Penalty: 2760.603760
	Iteration 46Q: 3 clusters Score -1332655 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1332654.500000 Penalty: 2760.603760
	Iteration 47Q: 3 clusters Score -1332654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1332656.250000 Penalty: 2760.603760
	Iteration 48Q: 3 clusters Score -1332656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1332656.000000 Penalty: 2760.603760
	Iteration 49Q: 3 clusters Score -1332656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1332660.125000 Penalty: 2760.603760
	Iteration 50Q: 3 clusters Score -1332660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1332662.625000 Penalty: 2760.603760
	Iteration 51Q: 3 clusters Score -1332663 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1332665.750000 Penalty: 2760.603760
	Iteration 52Q: 3 clusters Score -1332666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1332669.125000 Penalty: 2760.603760
	Iteration 53Q: 3 clusters Score -1332669 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1332664.500000 Penalty: 2760.603760
	Iteration 54Q: 3 clusters Score -1332664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1332665.000000 Penalty: 2760.603760
	Iteration 55Q: 3 clusters Score -1332665 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1332667.875000 Penalty: 2760.603760
	Iteration 56Q: 3 clusters Score -1332668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1332667.875000 Penalty: 2760.603760
	Iteration 57Q: 3 clusters Score -1332668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1332670.500000 Penalty: 2760.603760
	Iteration 58Q: 3 clusters Score -1332670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1332671.250000 Penalty: 2760.603760
	Iteration 59Q: 3 clusters Score -1332671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1332671.625000 Penalty: 2760.603760
	Iteration 60F: 3 clusters Score -1332672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1332671.000000 Penalty: 2760.603760
	Iteration 61Q: 3 clusters Score -1332671 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1332674.375000 Penalty: 2760.603760
	Iteration 62Q: 3 clusters Score -1332674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1332673.375000 Penalty: 2760.603760
	Iteration 63Q: 3 clusters Score -1332673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1332673.625000 Penalty: 2760.603760
	Iteration 64Q: 3 clusters Score -1332674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1332675.375000 Penalty: 2760.603760
	Iteration 65Q: 3 clusters Score -1332675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1332678.250000 Penalty: 2760.603760
	Iteration 66Q: 3 clusters Score -1332678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1332678.125000 Penalty: 2760.603760
	Iteration 67Q: 3 clusters Score -1332678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1332676.125000 Penalty: 2760.603760
	Iteration 68Q: 3 clusters Score -1332676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1332677.250000 Penalty: 2760.603760
	Iteration 69Q: 3 clusters Score -1332677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1332677.500000 Penalty: 2760.603760
	Iteration 70Q: 3 clusters Score -1332678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1332678.125000 Penalty: 2760.603760
	Iteration 71Q: 3 clusters Score -1332678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1332675.500000 Penalty: 2760.603760
	Iteration 72Q: 3 clusters Score -1332676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1332676.375000 Penalty: 2760.603760
	Iteration 73Q: 3 clusters Score -1332676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1332676.000000 Penalty: 2760.603760
	Iteration 74Q: 3 clusters Score -1332676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1332676.375000 Penalty: 2760.603760
	Iteration 75Q: 3 clusters Score -1332676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1332674.375000 Penalty: 2760.603760
	Iteration 76Q: 3 clusters Score -1332674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1332675.750000 Penalty: 2760.603760
	Iteration 77Q: 3 clusters Score -1332676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1332675.750000 Penalty: 2760.603760
	Iteration 78F: 3 clusters Score -1332676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (9434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Entering Unmasked Estep 
Score: -1197378.875000 Penalty: 1361.828857
	Iteration 0F: 2 clusters Score -1197379 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1191002.375000 Penalty: 2723.657715
	Iteration 0F: 3 clusters Score -1191002 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1193026.125000 Penalty: 2723.657715
	Iteration 1F: 3 clusters Score -1193026 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1193261.875000 Penalty: 2723.657715
	Iteration 2F: 3 clusters Score -1193262 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1193410.875000 Penalty: 2723.657715
	Iteration 3Q: 3 clusters Score -1193411 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1193540.125000 Penalty: 2723.657715
	Iteration 4Q: 3 clusters Score -1193540 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1193633.375000 Penalty: 2723.657715
	Iteration 5Q: 3 clusters Score -1193633 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1193691.000000 Penalty: 2723.657715
	Iteration 6Q: 3 clusters Score -1193691 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1193745.125000 Penalty: 2723.657715
	Iteration 7Q: 3 clusters Score -1193745 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1193786.500000 Penalty: 2723.657715
	Iteration 8Q: 3 clusters Score -1193786 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1193826.125000 Penalty: 2723.657715
	Iteration 9Q: 3 clusters Score -1193826 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1193854.000000 Penalty: 2723.657715
	Iteration 10Q: 3 clusters Score -1193854 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1193872.250000 Penalty: 2723.657715
	Iteration 11Q: 3 clusters Score -1193872 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1193892.750000 Penalty: 2723.657715
	Iteration 12Q: 3 clusters Score -1193893 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1193911.875000 Penalty: 2723.657715
	Iteration 13Q: 3 clusters Score -1193912 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1193928.875000 Penalty: 2723.657715
	Iteration 14Q: 3 clusters Score -1193929 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1193943.625000 Penalty: 2723.657715
	Iteration 15Q: 3 clusters Score -1193944 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1193964.000000 Penalty: 2723.657715
	Iteration 16Q: 3 clusters Score -1193964 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1193974.875000 Penalty: 2723.657715
	Iteration 17Q: 3 clusters Score -1193975 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1193992.250000 Penalty: 2723.657715
	Iteration 18Q: 3 clusters Score -1193992 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1194005.625000 Penalty: 2723.657715
	Iteration 19Q: 3 clusters Score -1194006 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1194016.125000 Penalty: 2723.657715
	Iteration 20F: 3 clusters Score -1194016 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1194030.250000 Penalty: 2723.657715
	Iteration 21Q: 3 clusters Score -1194030 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1194045.000000 Penalty: 2723.657715
	Iteration 22Q: 3 clusters Score -1194045 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1194061.625000 Penalty: 2723.657715
	Iteration 23Q: 3 clusters Score -1194062 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1194069.750000 Penalty: 2723.657715
	Iteration 24Q: 3 clusters Score -1194070 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1194082.500000 Penalty: 2723.657715
	Iteration 25Q: 3 clusters Score -1194082 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1194090.375000 Penalty: 2723.657715
	Iteration 26Q: 3 clusters Score -1194090 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1194109.250000 Penalty: 2723.657715
	Iteration 27Q: 3 clusters Score -1194109 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1194126.500000 Penalty: 2723.657715
	Iteration 28Q: 3 clusters Score -1194126 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1194152.500000 Penalty: 2723.657715
	Iteration 29Q: 3 clusters Score -1194152 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1194180.625000 Penalty: 2723.657715
	Iteration 30Q: 3 clusters Score -1194181 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1194216.875000 Penalty: 2723.657715
	Iteration 31Q: 3 clusters Score -1194217 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1194265.375000 Penalty: 2723.657715
	Iteration 32Q: 3 clusters Score -1194265 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1194314.125000 Penalty: 2723.657715
	Iteration 33Q: 3 clusters Score -1194314 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1194386.500000 Penalty: 2723.657715
	Iteration 34Q: 3 clusters Score -1194386 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1194475.750000 Penalty: 2723.657715
	Iteration 35Q: 3 clusters Score -1194476 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1194597.875000 Penalty: 2723.657715
	Iteration 36Q: 3 clusters Score -1194598 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1194745.250000 Penalty: 2723.657715
	Iteration 37Q: 3 clusters Score -1194745 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1194919.625000 Penalty: 2723.657715
	Iteration 38Q: 3 clusters Score -1194920 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1195130.250000 Penalty: 2723.657715
	Iteration 39Q: 3 clusters Score -1195130 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1195385.000000 Penalty: 2723.657715
	Iteration 40F: 3 clusters Score -1195385 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1195618.625000 Penalty: 2723.657715
	Iteration 41Q: 3 clusters Score -1195619 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1195790.125000 Penalty: 2723.657715
	Iteration 42Q: 3 clusters Score -1195790 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1195932.625000 Penalty: 2723.657715
	Iteration 43Q: 3 clusters Score -1195933 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1196041.125000 Penalty: 2723.657715
	Iteration 44Q: 3 clusters Score -1196041 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1196105.750000 Penalty: 2723.657715
	Iteration 45Q: 3 clusters Score -1196106 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1196155.125000 Penalty: 2723.657715
	Iteration 46Q: 3 clusters Score -1196155 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1196185.375000 Penalty: 2723.657715
	Iteration 47Q: 3 clusters Score -1196185 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1196202.625000 Penalty: 2723.657715
	Iteration 48Q: 3 clusters Score -1196203 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1196215.125000 Penalty: 2723.657715
	Iteration 49Q: 3 clusters Score -1196215 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1196226.375000 Penalty: 2723.657715
	Iteration 50Q: 3 clusters Score -1196226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1196236.250000 Penalty: 2723.657715
	Iteration 51Q: 3 clusters Score -1196236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1196248.375000 Penalty: 2723.657715
	Iteration 52Q: 3 clusters Score -1196248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -1196260.500000 Penalty: 2723.657715
	Iteration 53Q: 3 clusters Score -1196260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1196269.750000 Penalty: 2723.657715
	Iteration 54Q: 3 clusters Score -1196270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1196274.500000 Penalty: 2723.657715
	Iteration 55Q: 3 clusters Score -1196274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1196288.625000 Penalty: 2723.657715
	Iteration 56Q: 3 clusters Score -1196289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1196292.375000 Penalty: 2723.657715
	Iteration 57Q: 3 clusters Score -1196292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1196293.875000 Penalty: 2723.657715
	Iteration 58Q: 3 clusters Score -1196294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1196293.875000 Penalty: 2723.657715
	Iteration 59F: 3 clusters Score -1196294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (52347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52347 members 
Entering Unmasked Estep 
Score: -6679993.500000 Penalty: 1616.808838
	Iteration 0F: 2 clusters Score -6679994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26205 members 
Mstep: Class 2 contains 26142 members 
Entering Unmasked Estep 
Score: -6646799.500000 Penalty: 3233.617676
	Iteration 0F: 3 clusters Score -6646800 nChanged 24321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26620 members 
Mstep: Class 2 contains 25727 members 
Entering Unmasked Estep 
Score: -6660248.500000 Penalty: 3233.617676
	Iteration 1F: 3 clusters Score -6660248 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26755 members 
Mstep: Class 2 contains 25592 members 
Entering Unmasked Estep 
Score: -6660784.500000 Penalty: 3233.617676
	Iteration 2Q: 3 clusters Score -6660784 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26960 members 
Mstep: Class 2 contains 25387 members 
Entering Unmasked Estep 
Score: -6661253.500000 Penalty: 3233.617676
	Iteration 3Q: 3 clusters Score -6661254 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27274 members 
Mstep: Class 2 contains 25073 members 
Entering Unmasked Estep 
Score: -6661626.500000 Penalty: 3233.617676
	Iteration 4Q: 3 clusters Score -6661626 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27699 members 
Mstep: Class 2 contains 24648 members 
Entering Unmasked Estep 
Score: -6662009.500000 Penalty: 3233.617676
	Iteration 5Q: 3 clusters Score -6662010 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28337 members 
Mstep: Class 2 contains 24010 members 
Entering Unmasked Estep 
Score: -6662513.500000 Penalty: 3233.617676
	Iteration 6Q: 3 clusters Score -6662514 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29213 members 
Mstep: Class 2 contains 23134 members 
Entering Unmasked Estep 
Score: -6663051.000000 Penalty: 3233.617676
	Iteration 7Q: 3 clusters Score -6663051 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30364 members 
Mstep: Class 2 contains 21983 members 
Entering Unmasked Estep 
Score: -6663746.000000 Penalty: 3233.617676
	Iteration 8Q: 3 clusters Score -6663746 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31863 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -6664612.000000 Penalty: 3233.617676
	Iteration 9Q: 3 clusters Score -6664612 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33813 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -6665740.000000 Penalty: 3233.617676
	Iteration 10Q: 3 clusters Score -6665740 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36127 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -6667152.500000 Penalty: 3233.617676
	Iteration 11Q: 3 clusters Score -6667152 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38703 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -6668824.500000 Penalty: 3233.617676
	Iteration 12F: 3 clusters Score -6668824 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41339 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -6670772.500000 Penalty: 3233.617676
	Iteration 13F: 3 clusters Score -6670772 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43777 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -6672639.000000 Penalty: 3233.617676
	Iteration 14Q: 3 clusters Score -6672639 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45727 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -6674155.500000 Penalty: 3233.617676
	Iteration 15Q: 3 clusters Score -6674156 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47165 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -6675286.000000 Penalty: 3233.617676
	Iteration 16Q: 3 clusters Score -6675286 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48185 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -6676016.000000 Penalty: 3233.617676
	Iteration 17Q: 3 clusters Score -6676016 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48979 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -6676606.000000 Penalty: 3233.617676
	Iteration 18Q: 3 clusters Score -6676606 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49614 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -6677025.500000 Penalty: 3233.617676
	Iteration 19Q: 3 clusters Score -6677026 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50134 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -6677375.000000 Penalty: 3233.617676
	Iteration 20F: 3 clusters Score -6677375 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50543 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -6677651.500000 Penalty: 3233.617676
	Iteration 21Q: 3 clusters Score -6677652 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50856 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -6677883.000000 Penalty: 3233.617676
	Iteration 22Q: 3 clusters Score -6677883 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51079 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -6678019.000000 Penalty: 3233.617676
	Iteration 23Q: 3 clusters Score -6678019 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51262 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -6678150.500000 Penalty: 3233.617676
	Iteration 24Q: 3 clusters Score -6678150 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51410 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -6678290.500000 Penalty: 3233.617676
	Iteration 25Q: 3 clusters Score -6678290 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51548 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -6678384.500000 Penalty: 3233.617676
	Iteration 26Q: 3 clusters Score -6678384 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51643 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -6678470.500000 Penalty: 3233.617676
	Iteration 27Q: 3 clusters Score -6678470 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51699 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -6678511.000000 Penalty: 3233.617676
	Iteration 28Q: 3 clusters Score -6678511 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51735 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -6678541.500000 Penalty: 3233.617676
	Iteration 29Q: 3 clusters Score -6678542 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51768 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -6678574.000000 Penalty: 3233.617676
	Iteration 30Q: 3 clusters Score -6678574 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51802 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -6678607.000000 Penalty: 3233.617676
	Iteration 31Q: 3 clusters Score -6678607 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51824 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -6678624.500000 Penalty: 3233.617676
	Iteration 32Q: 3 clusters Score -6678624 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51836 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -6678636.000000 Penalty: 3233.617676
	Iteration 33Q: 3 clusters Score -6678636 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51851 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -6678658.000000 Penalty: 3233.617676
	Iteration 34Q: 3 clusters Score -6678658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51863 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -6678664.500000 Penalty: 3233.617676
	Iteration 35Q: 3 clusters Score -6678664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51875 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -6678670.000000 Penalty: 3233.617676
	Iteration 36Q: 3 clusters Score -6678670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51884 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -6678689.000000 Penalty: 3233.617676
	Iteration 37Q: 3 clusters Score -6678689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51888 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -6678700.000000 Penalty: 3233.617676
	Iteration 38Q: 3 clusters Score -6678700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51890 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -6678703.500000 Penalty: 3233.617676
	Iteration 39Q: 3 clusters Score -6678704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51893 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -6678698.500000 Penalty: 3233.617676
	Iteration 40F: 3 clusters Score -6678698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51895 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -6678695.000000 Penalty: 3233.617676
	Iteration 41Q: 3 clusters Score -6678695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51896 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -6678699.000000 Penalty: 3233.617676
	Iteration 42Q: 3 clusters Score -6678699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51897 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -6678700.000000 Penalty: 3233.617676
	Iteration 43Q: 3 clusters Score -6678700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51897 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -6678700.000000 Penalty: 3233.617676
	Iteration 44F: 3 clusters Score -6678700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Entering Unmasked Estep 
Score: -13956.135742 Penalty: 753.314148
	Iteration 0F: 2 clusters Score -13956.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -13494.426758 Penalty: 1506.628296
	Iteration 0F: 3 clusters Score -13494.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -13558.373047 Penalty: 1506.628296
	Iteration 1F: 3 clusters Score -13558.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -13589.333008 Penalty: 1506.628296
	Iteration 2Q: 3 clusters Score -13589.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -13613.518555 Penalty: 1506.628296
	Iteration 3Q: 3 clusters Score -13613.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -13624.978516 Penalty: 1506.628296
	Iteration 4Q: 3 clusters Score -13624.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -13624.978516 Penalty: 1506.628296
	Iteration 5F: 3 clusters Score -13624.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Entering Unmasked Estep 
Score: -37846.433594 Penalty: 894.111450
	Iteration 0F: 2 clusters Score -37846.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -37022.148438 Penalty: 1788.222900
	Iteration 0F: 3 clusters Score -37022.15 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -37177.933594 Penalty: 1788.222900
	Iteration 1F: 3 clusters Score -37177.93 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -37238.941406 Penalty: 1788.222900
	Iteration 2Q: 3 clusters Score -37238.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -37272.929688 Penalty: 1788.222900
	Iteration 3Q: 3 clusters Score -37272.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -37286.343750 Penalty: 1788.222900
	Iteration 4Q: 3 clusters Score -37286.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -37292.550781 Penalty: 1788.222900
	Iteration 5Q: 3 clusters Score -37292.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -37293.210938 Penalty: 1788.222900
	Iteration 6Q: 3 clusters Score -37293.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -37294.929688 Penalty: 1788.222900
	Iteration 7Q: 3 clusters Score -37294.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -37294.929688 Penalty: 1788.222900
	Iteration 8F: 3 clusters Score -37294.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Entering Unmasked Estep 
Score: -11681.163086 Penalty: 771.882996
	Iteration 0F: 2 clusters Score -11681.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -11196.630859 Penalty: 1543.765991
	Iteration 0F: 3 clusters Score -11196.63 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -11261.208008 Penalty: 1543.765991
	Iteration 1F: 3 clusters Score -11261.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -11274.575195 Penalty: 1543.765991
	Iteration 2Q: 3 clusters Score -11274.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -11286.713867 Penalty: 1543.765991
	Iteration 3Q: 3 clusters Score -11286.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -11292.964844 Penalty: 1543.765991
	Iteration 4Q: 3 clusters Score -11292.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -11298.000000 Penalty: 1543.765991
	Iteration 5Q: 3 clusters Score -11298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -11298.959961 Penalty: 1543.765991
	Iteration 6Q: 3 clusters Score -11298.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -11298.959961 Penalty: 1543.765991
	Iteration 7F: 3 clusters Score -11298.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Entering Unmasked Estep 
Score: -14723.255859 Penalty: 756.112976
	Iteration 0F: 2 clusters Score -14723.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -14214.066406 Penalty: 1512.225952
	Iteration 0F: 3 clusters Score -14214.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -14260.672852 Penalty: 1512.225952
	Iteration 1Q: 3 clusters Score -14260.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -14278.951172 Penalty: 1512.225952
	Iteration 2Q: 3 clusters Score -14278.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -14287.056641 Penalty: 1512.225952
	Iteration 3Q: 3 clusters Score -14287.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -14287.056641 Penalty: 1512.225952
	Iteration 4F: 3 clusters Score -14287.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (22311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22311 members 
Entering Unmasked Estep 
Score: -2821585.500000 Penalty: 1489.909912
	Iteration 0F: 2 clusters Score -2821586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -2806995.000000 Penalty: 2979.819824
	Iteration 0F: 3 clusters Score -2806995 nChanged 9922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -2812450.250000 Penalty: 2979.819824
	Iteration 1F: 3 clusters Score -2812450 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -2813147.750000 Penalty: 2979.819824
	Iteration 2F: 3 clusters Score -2813148 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -2813911.250000 Penalty: 2979.819824
	Iteration 3F: 3 clusters Score -2813911 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -2814787.000000 Penalty: 2979.819824
	Iteration 4F: 3 clusters Score -2814787 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -2815649.000000 Penalty: 2979.819824
	Iteration 5F: 3 clusters Score -2815649 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -2816541.750000 Penalty: 2979.819824
	Iteration 6F: 3 clusters Score -2816542 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -2817397.500000 Penalty: 2979.819824
	Iteration 7F: 3 clusters Score -2817398 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -2818020.500000 Penalty: 2979.819824
	Iteration 8Q: 3 clusters Score -2818020 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -2818520.500000 Penalty: 2979.819824
	Iteration 9Q: 3 clusters Score -2818520 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -2819005.250000 Penalty: 2979.819824
	Iteration 10Q: 3 clusters Score -2819005 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -2819409.500000 Penalty: 2979.819824
	Iteration 11Q: 3 clusters Score -2819410 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -2819733.750000 Penalty: 2979.819824
	Iteration 12Q: 3 clusters Score -2819734 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -2819958.000000 Penalty: 2979.819824
	Iteration 13Q: 3 clusters Score -2819958 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -2820090.500000 Penalty: 2979.819824
	Iteration 14Q: 3 clusters Score -2820090 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -2820193.500000 Penalty: 2979.819824
	Iteration 15Q: 3 clusters Score -2820194 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -2820291.000000 Penalty: 2979.819824
	Iteration 16Q: 3 clusters Score -2820291 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -2820364.000000 Penalty: 2979.819824
	Iteration 17Q: 3 clusters Score -2820364 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -2820432.000000 Penalty: 2979.819824
	Iteration 18Q: 3 clusters Score -2820432 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -2820488.000000 Penalty: 2979.819824
	Iteration 19Q: 3 clusters Score -2820488 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -2820524.000000 Penalty: 2979.819824
	Iteration 20F: 3 clusters Score -2820524 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19549 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -2820580.250000 Penalty: 2979.819824
	Iteration 21Q: 3 clusters Score -2820580 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -2820625.000000 Penalty: 2979.819824
	Iteration 22Q: 3 clusters Score -2820625 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -2820662.250000 Penalty: 2979.819824
	Iteration 23Q: 3 clusters Score -2820662 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -2820705.000000 Penalty: 2979.819824
	Iteration 24Q: 3 clusters Score -2820705 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -2820736.000000 Penalty: 2979.819824
	Iteration 25Q: 3 clusters Score -2820736 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20073 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -2820757.750000 Penalty: 2979.819824
	Iteration 26Q: 3 clusters Score -2820758 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -2820773.250000 Penalty: 2979.819824
	Iteration 27Q: 3 clusters Score -2820773 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -2820784.250000 Penalty: 2979.819824
	Iteration 28Q: 3 clusters Score -2820784 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -2820799.750000 Penalty: 2979.819824
	Iteration 29Q: 3 clusters Score -2820800 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -2820817.250000 Penalty: 2979.819824
	Iteration 30Q: 3 clusters Score -2820817 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -2820828.750000 Penalty: 2979.819824
	Iteration 31Q: 3 clusters Score -2820829 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -2820838.250000 Penalty: 2979.819824
	Iteration 32Q: 3 clusters Score -2820838 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20378 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -2820842.750000 Penalty: 2979.819824
	Iteration 33Q: 3 clusters Score -2820843 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -2820851.750000 Penalty: 2979.819824
	Iteration 34Q: 3 clusters Score -2820852 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -2820857.750000 Penalty: 2979.819824
	Iteration 35Q: 3 clusters Score -2820858 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -2820857.000000 Penalty: 2979.819824
	Iteration 36Q: 3 clusters Score -2820857 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -2820868.500000 Penalty: 2979.819824
	Iteration 37Q: 3 clusters Score -2820868 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -2820876.250000 Penalty: 2979.819824
	Iteration 38Q: 3 clusters Score -2820876 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -2820881.500000 Penalty: 2979.819824
	Iteration 39Q: 3 clusters Score -2820882 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2820892.500000 Penalty: 2979.819824
	Iteration 40F: 3 clusters Score -2820892 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -2820885.500000 Penalty: 2979.819824
	Iteration 41Q: 3 clusters Score -2820886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -2820885.500000 Penalty: 2979.819824
	Iteration 42Q: 3 clusters Score -2820886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20534 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2820887.000000 Penalty: 2979.819824
	Iteration 43Q: 3 clusters Score -2820887 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2820892.750000 Penalty: 2979.819824
	Iteration 44Q: 3 clusters Score -2820893 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20552 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -2820898.000000 Penalty: 2979.819824
	Iteration 45Q: 3 clusters Score -2820898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -2820891.250000 Penalty: 2979.819824
	Iteration 46Q: 3 clusters Score -2820891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -2820893.500000 Penalty: 2979.819824
	Iteration 47Q: 3 clusters Score -2820894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2820892.250000 Penalty: 2979.819824
	Iteration 48Q: 3 clusters Score -2820892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2820892.250000 Penalty: 2979.819824
	Iteration 49F: 3 clusters Score -2820892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (47491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47491 members 
Entering Unmasked Estep 
Score: -6008536.500000 Penalty: 1602.322388
	Iteration 0F: 2 clusters Score -6008536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 23763 members 
Entering Unmasked Estep 
Score: -5978213.000000 Penalty: 3204.644775
	Iteration 0F: 3 clusters Score -5978213 nChanged 21888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 23567 members 
Entering Unmasked Estep 
Score: -5990193.000000 Penalty: 3204.644775
	Iteration 1F: 3 clusters Score -5990193 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24090 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -5990751.500000 Penalty: 3204.644775
	Iteration 2Q: 3 clusters Score -5990752 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24386 members 
Mstep: Class 2 contains 23105 members 
Entering Unmasked Estep 
Score: -5991386.000000 Penalty: 3204.644775
	Iteration 3Q: 3 clusters Score -5991386 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24805 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -5992105.000000 Penalty: 3204.644775
	Iteration 4Q: 3 clusters Score -5992105 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25400 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -5992926.000000 Penalty: 3204.644775
	Iteration 5Q: 3 clusters Score -5992926 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26158 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -5993839.500000 Penalty: 3204.644775
	Iteration 6Q: 3 clusters Score -5993840 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27053 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -5994859.500000 Penalty: 3204.644775
	Iteration 7Q: 3 clusters Score -5994860 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28131 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -5995819.500000 Penalty: 3204.644775
	Iteration 8Q: 3 clusters Score -5995820 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29316 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -5996773.500000 Penalty: 3204.644775
	Iteration 9Q: 3 clusters Score -5996774 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30661 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -5997649.500000 Penalty: 3204.644775
	Iteration 10Q: 3 clusters Score -5997650 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32162 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -5998507.000000 Penalty: 3204.644775
	Iteration 11Q: 3 clusters Score -5998507 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33795 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -5999318.000000 Penalty: 3204.644775
	Iteration 12Q: 3 clusters Score -5999318 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35527 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -6000258.000000 Penalty: 3204.644775
	Iteration 13Q: 3 clusters Score -6000258 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37398 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -6001235.000000 Penalty: 3204.644775
	Iteration 14Q: 3 clusters Score -6001235 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39312 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -6002276.500000 Penalty: 3204.644775
	Iteration 15Q: 3 clusters Score -6002276 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41112 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -6003328.500000 Penalty: 3204.644775
	Iteration 16Q: 3 clusters Score -6003328 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42758 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -6004335.000000 Penalty: 3204.644775
	Iteration 17Q: 3 clusters Score -6004335 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44118 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -6005204.000000 Penalty: 3204.644775
	Iteration 18Q: 3 clusters Score -6005204 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45171 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -6005878.500000 Penalty: 3204.644775
	Iteration 19Q: 3 clusters Score -6005878 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45896 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -6006390.500000 Penalty: 3204.644775
	Iteration 20F: 3 clusters Score -6006390 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46363 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -6006747.000000 Penalty: 3204.644775
	Iteration 21Q: 3 clusters Score -6006747 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46608 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -6006912.500000 Penalty: 3204.644775
	Iteration 22Q: 3 clusters Score -6006912 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46755 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -6007074.500000 Penalty: 3204.644775
	Iteration 23Q: 3 clusters Score -6007074 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46846 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -6007135.500000 Penalty: 3204.644775
	Iteration 24Q: 3 clusters Score -6007136 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46901 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -6007192.500000 Penalty: 3204.644775
	Iteration 25Q: 3 clusters Score -6007192 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46930 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -6007213.500000 Penalty: 3204.644775
	Iteration 26Q: 3 clusters Score -6007214 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46946 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -6007232.500000 Penalty: 3204.644775
	Iteration 27Q: 3 clusters Score -6007232 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46971 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -6007267.000000 Penalty: 3204.644775
	Iteration 28Q: 3 clusters Score -6007267 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46990 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -6007279.000000 Penalty: 3204.644775
	Iteration 29Q: 3 clusters Score -6007279 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46993 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -6007299.000000 Penalty: 3204.644775
	Iteration 30Q: 3 clusters Score -6007299 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47003 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -6007309.500000 Penalty: 3204.644775
	Iteration 31Q: 3 clusters Score -6007310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47010 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -6007321.000000 Penalty: 3204.644775
	Iteration 32Q: 3 clusters Score -6007321 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47020 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -6007339.000000 Penalty: 3204.644775
	Iteration 33Q: 3 clusters Score -6007339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47024 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -6007343.000000 Penalty: 3204.644775
	Iteration 34Q: 3 clusters Score -6007343 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47029 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -6007336.000000 Penalty: 3204.644775
	Iteration 35Q: 3 clusters Score -6007336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47033 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -6007337.000000 Penalty: 3204.644775
	Iteration 36Q: 3 clusters Score -6007337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47035 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -6007343.000000 Penalty: 3204.644775
	Iteration 37Q: 3 clusters Score -6007343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47038 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -6007345.500000 Penalty: 3204.644775
	Iteration 38Q: 3 clusters Score -6007346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47039 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -6007356.000000 Penalty: 3204.644775
	Iteration 39Q: 3 clusters Score -6007356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47039 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -6007359.000000 Penalty: 3204.644775
	Iteration 40F: 3 clusters Score -6007359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47039 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -6007362.500000 Penalty: 3204.644775
	Iteration 41Q: 3 clusters Score -6007362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47039 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -6007362.500000 Penalty: 3204.644775
	Iteration 42F: 3 clusters Score -6007362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 44462 members 
Mstep: Class 2 contains 12208 members 
Mstep: Class 3 contains 43668 members 
Mstep: Class 4 contains 29796 members 
Mstep: Class 5 contains 31747 members 
Mstep: Class 6 contains 5387 members 
Mstep: Class 7 contains 40265 members 
Mstep: Class 8 contains 21726 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6343 members 
Mstep: Class 11 contains 35202 members 
Mstep: Class 12 contains 2138 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67616 members 
Mstep: Class 15 contains 10437 members 
Mstep: Class 16 contains 11879 members 
Mstep: Class 17 contains 3916 members 
Mstep: Class 18 contains 25761 members 
Mstep: Class 19 contains 10457 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5673 members 
Mstep: Class 22 contains 15054 members 
Mstep: Class 23 contains 19365 members 
Mstep: Class 24 contains 3636 members 
Mstep: Class 25 contains 14866 members 
Mstep: Class 26 contains 5422 members 
Mstep: Class 27 contains 12229 members 
Mstep: Class 28 contains 11938 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16098 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6909 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10681 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 52347 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Mstep: Class 45 contains 47491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030720.000000 Penalty: 89796.125000
Iteration 439Q: 46 clusters Score -8.103072e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 44423 members 
Mstep: Class 2 contains 12210 members 
Mstep: Class 3 contains 43673 members 
Mstep: Class 4 contains 29793 members 
Mstep: Class 5 contains 31750 members 
Mstep: Class 6 contains 5387 members 
Mstep: Class 7 contains 40246 members 
Mstep: Class 8 contains 21726 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6343 members 
Mstep: Class 11 contains 35205 members 
Mstep: Class 12 contains 2138 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67616 members 
Mstep: Class 15 contains 10437 members 
Mstep: Class 16 contains 11879 members 
Mstep: Class 17 contains 3916 members 
Mstep: Class 18 contains 25765 members 
Mstep: Class 19 contains 10456 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5672 members 
Mstep: Class 22 contains 15054 members 
Mstep: Class 23 contains 19365 members 
Mstep: Class 24 contains 3636 members 
Mstep: Class 25 contains 14866 members 
Mstep: Class 26 contains 5422 members 
Mstep: Class 27 contains 12224 members 
Mstep: Class 28 contains 11938 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16098 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6910 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10671 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 52326 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Mstep: Class 45 contains 47572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030680.000000 Penalty: 89796.125000
Iteration 440F: 46 clusters Score -8.103068e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 44384 members 
Mstep: Class 2 contains 12210 members 
Mstep: Class 3 contains 43679 members 
Mstep: Class 4 contains 29791 members 
Mstep: Class 5 contains 31749 members 
Mstep: Class 6 contains 5387 members 
Mstep: Class 7 contains 40231 members 
Mstep: Class 8 contains 21726 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6343 members 
Mstep: Class 11 contains 35204 members 
Mstep: Class 12 contains 2138 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67616 members 
Mstep: Class 15 contains 10436 members 
Mstep: Class 16 contains 11879 members 
Mstep: Class 17 contains 3916 members 
Mstep: Class 18 contains 25769 members 
Mstep: Class 19 contains 10455 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5672 members 
Mstep: Class 22 contains 15054 members 
Mstep: Class 23 contains 19364 members 
Mstep: Class 24 contains 3636 members 
Mstep: Class 25 contains 14866 members 
Mstep: Class 26 contains 5421 members 
Mstep: Class 27 contains 12221 members 
Mstep: Class 28 contains 11938 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16098 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6910 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10663 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 52314 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Mstep: Class 45 contains 47647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030824.000000 Penalty: 89796.125000
Iteration 441Q: 46 clusters Score -8.103082e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 44333 members 
Mstep: Class 2 contains 12210 members 
Mstep: Class 3 contains 43684 members 
Mstep: Class 4 contains 29797 members 
Mstep: Class 5 contains 31752 members 
Mstep: Class 6 contains 5386 members 
Mstep: Class 7 contains 40218 members 
Mstep: Class 8 contains 21726 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6343 members 
Mstep: Class 11 contains 35200 members 
Mstep: Class 12 contains 2138 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67615 members 
Mstep: Class 15 contains 10436 members 
Mstep: Class 16 contains 11879 members 
Mstep: Class 17 contains 3916 members 
Mstep: Class 18 contains 25769 members 
Mstep: Class 19 contains 10454 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5672 members 
Mstep: Class 22 contains 15054 members 
Mstep: Class 23 contains 19364 members 
Mstep: Class 24 contains 3636 members 
Mstep: Class 25 contains 14866 members 
Mstep: Class 26 contains 5422 members 
Mstep: Class 27 contains 12220 members 
Mstep: Class 28 contains 11937 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16098 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6910 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10653 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 52294 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Mstep: Class 45 contains 47735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030864.000000 Penalty: 89796.125000
Iteration 442Q: 46 clusters Score -8.103086e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 44273 members 
Mstep: Class 2 contains 12210 members 
Mstep: Class 3 contains 43691 members 
Mstep: Class 4 contains 29802 members 
Mstep: Class 5 contains 31752 members 
Mstep: Class 6 contains 5385 members 
Mstep: Class 7 contains 40211 members 
Mstep: Class 8 contains 21726 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6343 members 
Mstep: Class 11 contains 35198 members 
Mstep: Class 12 contains 2138 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67615 members 
Mstep: Class 15 contains 10436 members 
Mstep: Class 16 contains 11880 members 
Mstep: Class 17 contains 3916 members 
Mstep: Class 18 contains 25769 members 
Mstep: Class 19 contains 10452 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5672 members 
Mstep: Class 22 contains 15054 members 
Mstep: Class 23 contains 19364 members 
Mstep: Class 24 contains 3637 members 
Mstep: Class 25 contains 14866 members 
Mstep: Class 26 contains 5422 members 
Mstep: Class 27 contains 12221 members 
Mstep: Class 28 contains 11935 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16098 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6910 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10644 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 52277 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Mstep: Class 45 contains 47820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030784.000000 Penalty: 89796.125000
Iteration 443Q: 46 clusters Score -8.103078e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 44219 members 
Mstep: Class 2 contains 12210 members 
Mstep: Class 3 contains 43691 members 
Mstep: Class 4 contains 29805 members 
Mstep: Class 5 contains 31751 members 
Mstep: Class 6 contains 5384 members 
Mstep: Class 7 contains 40191 members 
Mstep: Class 8 contains 21727 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6343 members 
Mstep: Class 11 contains 35202 members 
Mstep: Class 12 contains 2138 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67617 members 
Mstep: Class 15 contains 10436 members 
Mstep: Class 16 contains 11880 members 
Mstep: Class 17 contains 3916 members 
Mstep: Class 18 contains 25768 members 
Mstep: Class 19 contains 10451 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5672 members 
Mstep: Class 22 contains 15053 members 
Mstep: Class 23 contains 19364 members 
Mstep: Class 24 contains 3637 members 
Mstep: Class 25 contains 14866 members 
Mstep: Class 26 contains 5422 members 
Mstep: Class 27 contains 12217 members 
Mstep: Class 28 contains 11935 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16098 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6910 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10636 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 52270 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Mstep: Class 45 contains 47908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030760.000000 Penalty: 89796.125000
Iteration 444Q: 46 clusters Score -8.103076e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 44180 members 
Mstep: Class 2 contains 12212 members 
Mstep: Class 3 contains 43701 members 
Mstep: Class 4 contains 29801 members 
Mstep: Class 5 contains 31750 members 
Mstep: Class 6 contains 5381 members 
Mstep: Class 7 contains 40166 members 
Mstep: Class 8 contains 21727 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6343 members 
Mstep: Class 11 contains 35201 members 
Mstep: Class 12 contains 2138 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67617 members 
Mstep: Class 15 contains 10436 members 
Mstep: Class 16 contains 11880 members 
Mstep: Class 17 contains 3916 members 
Mstep: Class 18 contains 25768 members 
Mstep: Class 19 contains 10451 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5672 members 
Mstep: Class 22 contains 15052 members 
Mstep: Class 23 contains 19364 members 
Mstep: Class 24 contains 3638 members 
Mstep: Class 25 contains 14866 members 
Mstep: Class 26 contains 5422 members 
Mstep: Class 27 contains 12206 members 
Mstep: Class 28 contains 11936 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16098 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6910 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10630 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 52262 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Mstep: Class 45 contains 47993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030752.000000 Penalty: 89796.125000
Iteration 445Q: 46 clusters Score -8.103075e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 44161 members 
Mstep: Class 2 contains 12213 members 
Mstep: Class 3 contains 43705 members 
Mstep: Class 4 contains 29798 members 
Mstep: Class 5 contains 31751 members 
Mstep: Class 6 contains 5378 members 
Mstep: Class 7 contains 40140 members 
Mstep: Class 8 contains 21727 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6343 members 
Mstep: Class 11 contains 35201 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67618 members 
Mstep: Class 15 contains 10436 members 
Mstep: Class 16 contains 11880 members 
Mstep: Class 17 contains 3917 members 
Mstep: Class 18 contains 25768 members 
Mstep: Class 19 contains 10451 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5673 members 
Mstep: Class 22 contains 15051 members 
Mstep: Class 23 contains 19365 members 
Mstep: Class 24 contains 3639 members 
Mstep: Class 25 contains 14866 members 
Mstep: Class 26 contains 5422 members 
Mstep: Class 27 contains 12201 members 
Mstep: Class 28 contains 11938 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16098 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6910 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10629 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 52247 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Mstep: Class 45 contains 48052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030696.000000 Penalty: 89796.125000
Iteration 446Q: 46 clusters Score -8.10307e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 44132 members 
Mstep: Class 2 contains 12215 members 
Mstep: Class 3 contains 43702 members 
Mstep: Class 4 contains 29799 members 
Mstep: Class 5 contains 31746 members 
Mstep: Class 6 contains 5378 members 
Mstep: Class 7 contains 40109 members 
Mstep: Class 8 contains 21727 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6344 members 
Mstep: Class 11 contains 35202 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67619 members 
Mstep: Class 15 contains 10436 members 
Mstep: Class 16 contains 11880 members 
Mstep: Class 17 contains 3917 members 
Mstep: Class 18 contains 25768 members 
Mstep: Class 19 contains 10451 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5673 members 
Mstep: Class 22 contains 15049 members 
Mstep: Class 23 contains 19365 members 
Mstep: Class 24 contains 3640 members 
Mstep: Class 25 contains 14866 members 
Mstep: Class 26 contains 5422 members 
Mstep: Class 27 contains 12197 members 
Mstep: Class 28 contains 11939 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16098 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6910 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10628 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 52245 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22310 members 
Mstep: Class 45 contains 48122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030616.000000 Penalty: 89796.125000
Iteration 447Q: 46 clusters Score -8.103062e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 44107 members 
Mstep: Class 2 contains 12214 members 
Mstep: Class 3 contains 43696 members 
Mstep: Class 4 contains 29794 members 
Mstep: Class 5 contains 31745 members 
Mstep: Class 6 contains 5378 members 
Mstep: Class 7 contains 40098 members 
Mstep: Class 8 contains 21727 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6344 members 
Mstep: Class 11 contains 35205 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67620 members 
Mstep: Class 15 contains 10436 members 
Mstep: Class 16 contains 11880 members 
Mstep: Class 17 contains 3917 members 
Mstep: Class 18 contains 25767 members 
Mstep: Class 19 contains 10450 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5673 members 
Mstep: Class 22 contains 15046 members 
Mstep: Class 23 contains 19365 members 
Mstep: Class 24 contains 3640 members 
Mstep: Class 25 contains 14866 members 
Mstep: Class 26 contains 5421 members 
Mstep: Class 27 contains 12191 members 
Mstep: Class 28 contains 11939 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16098 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6910 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10629 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 52241 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Mstep: Class 45 contains 48181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030592.000000 Penalty: 89796.125000
Iteration 448Q: 46 clusters Score -8.103059e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 44070 members 
Mstep: Class 2 contains 12215 members 
Mstep: Class 3 contains 43693 members 
Mstep: Class 4 contains 29790 members 
Mstep: Class 5 contains 31744 members 
Mstep: Class 6 contains 5377 members 
Mstep: Class 7 contains 40094 members 
Mstep: Class 8 contains 21727 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6344 members 
Mstep: Class 11 contains 35207 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67620 members 
Mstep: Class 15 contains 10436 members 
Mstep: Class 16 contains 11880 members 
Mstep: Class 17 contains 3917 members 
Mstep: Class 18 contains 25768 members 
Mstep: Class 19 contains 10450 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5673 members 
Mstep: Class 22 contains 15043 members 
Mstep: Class 23 contains 19365 members 
Mstep: Class 24 contains 3640 members 
Mstep: Class 25 contains 14867 members 
Mstep: Class 26 contains 5421 members 
Mstep: Class 27 contains 12185 members 
Mstep: Class 28 contains 11941 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16098 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6910 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10622 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 52235 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Mstep: Class 45 contains 48246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030608.000000 Penalty: 89796.125000
Iteration 449Q: 46 clusters Score -8.103061e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 44036 members 
Mstep: Class 2 contains 12216 members 
Mstep: Class 3 contains 43690 members 
Mstep: Class 4 contains 29787 members 
Mstep: Class 5 contains 31744 members 
Mstep: Class 6 contains 5377 members 
Mstep: Class 7 contains 40095 members 
Mstep: Class 8 contains 21727 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6344 members 
Mstep: Class 11 contains 35207 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67620 members 
Mstep: Class 15 contains 10436 members 
Mstep: Class 16 contains 11880 members 
Mstep: Class 17 contains 3917 members 
Mstep: Class 18 contains 25770 members 
Mstep: Class 19 contains 10450 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5673 members 
Mstep: Class 22 contains 15041 members 
Mstep: Class 23 contains 19365 members 
Mstep: Class 24 contains 3640 members 
Mstep: Class 25 contains 14867 members 
Mstep: Class 26 contains 5421 members 
Mstep: Class 27 contains 12184 members 
Mstep: Class 28 contains 11941 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16098 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6910 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10616 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 52224 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Mstep: Class 45 contains 48302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030640.000000 Penalty: 89796.125000
Iteration 450Q: 46 clusters Score -8.103064e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 43996 members 
Mstep: Class 2 contains 12217 members 
Mstep: Class 3 contains 43687 members 
Mstep: Class 4 contains 29788 members 
Mstep: Class 5 contains 31744 members 
Mstep: Class 6 contains 5377 members 
Mstep: Class 7 contains 40104 members 
Mstep: Class 8 contains 21727 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6344 members 
Mstep: Class 11 contains 35205 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67619 members 
Mstep: Class 15 contains 10436 members 
Mstep: Class 16 contains 11881 members 
Mstep: Class 17 contains 3917 members 
Mstep: Class 18 contains 25772 members 
Mstep: Class 19 contains 10450 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5673 members 
Mstep: Class 22 contains 15041 members 
Mstep: Class 23 contains 19365 members 
Mstep: Class 24 contains 3640 members 
Mstep: Class 25 contains 14867 members 
Mstep: Class 26 contains 5420 members 
Mstep: Class 27 contains 12181 members 
Mstep: Class 28 contains 11941 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16098 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6910 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10611 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 52216 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Mstep: Class 45 contains 48351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030696.000000 Penalty: 89796.125000
Iteration 451Q: 46 clusters Score -8.10307e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 43964 members 
Mstep: Class 2 contains 12218 members 
Mstep: Class 3 contains 43684 members 
Mstep: Class 4 contains 29795 members 
Mstep: Class 5 contains 31745 members 
Mstep: Class 6 contains 5377 members 
Mstep: Class 7 contains 40108 members 
Mstep: Class 8 contains 21727 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6344 members 
Mstep: Class 11 contains 35203 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67618 members 
Mstep: Class 15 contains 10436 members 
Mstep: Class 16 contains 11881 members 
Mstep: Class 17 contains 3917 members 
Mstep: Class 18 contains 25772 members 
Mstep: Class 19 contains 10451 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5673 members 
Mstep: Class 22 contains 15041 members 
Mstep: Class 23 contains 19365 members 
Mstep: Class 24 contains 3640 members 
Mstep: Class 25 contains 14867 members 
Mstep: Class 26 contains 5419 members 
Mstep: Class 27 contains 12178 members 
Mstep: Class 28 contains 11940 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16098 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6910 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10605 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 52203 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Mstep: Class 45 contains 48399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030736.000000 Penalty: 89796.125000
Iteration 452Q: 46 clusters Score -8.103074e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 43951 members 
Mstep: Class 2 contains 12217 members 
Mstep: Class 3 contains 43685 members 
Mstep: Class 4 contains 29797 members 
Mstep: Class 5 contains 31745 members 
Mstep: Class 6 contains 5377 members 
Mstep: Class 7 contains 40100 members 
Mstep: Class 8 contains 21728 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6343 members 
Mstep: Class 11 contains 35201 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67619 members 
Mstep: Class 15 contains 10436 members 
Mstep: Class 16 contains 11880 members 
Mstep: Class 17 contains 3917 members 
Mstep: Class 18 contains 25772 members 
Mstep: Class 19 contains 10451 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5672 members 
Mstep: Class 22 contains 15041 members 
Mstep: Class 23 contains 19365 members 
Mstep: Class 24 contains 3640 members 
Mstep: Class 25 contains 14868 members 
Mstep: Class 26 contains 5419 members 
Mstep: Class 27 contains 12170 members 
Mstep: Class 28 contains 11942 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16098 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6910 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10599 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 52187 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Mstep: Class 45 contains 48448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030704.000000 Penalty: 89796.125000
Iteration 453Q: 46 clusters Score -8.10307e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 43930 members 
Mstep: Class 2 contains 12219 members 
Mstep: Class 3 contains 43685 members 
Mstep: Class 4 contains 29805 members 
Mstep: Class 5 contains 31745 members 
Mstep: Class 6 contains 5377 members 
Mstep: Class 7 contains 40090 members 
Mstep: Class 8 contains 21728 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6342 members 
Mstep: Class 11 contains 35197 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67619 members 
Mstep: Class 15 contains 10436 members 
Mstep: Class 16 contains 11881 members 
Mstep: Class 17 contains 3917 members 
Mstep: Class 18 contains 25772 members 
Mstep: Class 19 contains 10451 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5672 members 
Mstep: Class 22 contains 15041 members 
Mstep: Class 23 contains 19365 members 
Mstep: Class 24 contains 3640 members 
Mstep: Class 25 contains 14869 members 
Mstep: Class 26 contains 5419 members 
Mstep: Class 27 contains 12164 members 
Mstep: Class 28 contains 11943 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16098 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6910 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10590 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 52175 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Mstep: Class 45 contains 48498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030632.000000 Penalty: 89796.125000
Iteration 454Q: 46 clusters Score -8.103063e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 43905 members 
Mstep: Class 2 contains 12219 members 
Mstep: Class 3 contains 43692 members 
Mstep: Class 4 contains 29807 members 
Mstep: Class 5 contains 31744 members 
Mstep: Class 6 contains 5377 members 
Mstep: Class 7 contains 40088 members 
Mstep: Class 8 contains 21728 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6342 members 
Mstep: Class 11 contains 35194 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67618 members 
Mstep: Class 15 contains 10437 members 
Mstep: Class 16 contains 11881 members 
Mstep: Class 17 contains 3917 members 
Mstep: Class 18 contains 25773 members 
Mstep: Class 19 contains 10451 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5672 members 
Mstep: Class 22 contains 15041 members 
Mstep: Class 23 contains 19365 members 
Mstep: Class 24 contains 3640 members 
Mstep: Class 25 contains 14870 members 
Mstep: Class 26 contains 5419 members 
Mstep: Class 27 contains 12154 members 
Mstep: Class 28 contains 11944 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16098 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6910 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10587 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 52157 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Mstep: Class 45 contains 48548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030608.000000 Penalty: 89796.125000
Iteration 455Q: 46 clusters Score -8.103061e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 43874 members 
Mstep: Class 2 contains 12219 members 
Mstep: Class 3 contains 43697 members 
Mstep: Class 4 contains 29812 members 
Mstep: Class 5 contains 31747 members 
Mstep: Class 6 contains 5377 members 
Mstep: Class 7 contains 40088 members 
Mstep: Class 8 contains 21728 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6342 members 
Mstep: Class 11 contains 35188 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67618 members 
Mstep: Class 15 contains 10437 members 
Mstep: Class 16 contains 11881 members 
Mstep: Class 17 contains 3917 members 
Mstep: Class 18 contains 25775 members 
Mstep: Class 19 contains 10452 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5672 members 
Mstep: Class 22 contains 15040 members 
Mstep: Class 23 contains 19365 members 
Mstep: Class 24 contains 3640 members 
Mstep: Class 25 contains 14871 members 
Mstep: Class 26 contains 5419 members 
Mstep: Class 27 contains 12146 members 
Mstep: Class 28 contains 11945 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16098 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6910 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10584 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 52140 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Mstep: Class 45 contains 48596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030568.000000 Penalty: 89796.125000
Iteration 456Q: 46 clusters Score -8.103057e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 43853 members 
Mstep: Class 2 contains 12219 members 
Mstep: Class 3 contains 43701 members 
Mstep: Class 4 contains 29813 members 
Mstep: Class 5 contains 31746 members 
Mstep: Class 6 contains 5377 members 
Mstep: Class 7 contains 40092 members 
Mstep: Class 8 contains 21728 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6342 members 
Mstep: Class 11 contains 35188 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67617 members 
Mstep: Class 15 contains 10437 members 
Mstep: Class 16 contains 11881 members 
Mstep: Class 17 contains 3918 members 
Mstep: Class 18 contains 25778 members 
Mstep: Class 19 contains 10454 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5672 members 
Mstep: Class 22 contains 15039 members 
Mstep: Class 23 contains 19365 members 
Mstep: Class 24 contains 3640 members 
Mstep: Class 25 contains 14871 members 
Mstep: Class 26 contains 5419 members 
Mstep: Class 27 contains 12138 members 
Mstep: Class 28 contains 11945 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16098 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6910 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10577 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 52116 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Mstep: Class 45 contains 48644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030592.000000 Penalty: 89796.125000
Iteration 457Q: 46 clusters Score -8.103059e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 43827 members 
Mstep: Class 2 contains 12220 members 
Mstep: Class 3 contains 43709 members 
Mstep: Class 4 contains 29819 members 
Mstep: Class 5 contains 31747 members 
Mstep: Class 6 contains 5378 members 
Mstep: Class 7 contains 40092 members 
Mstep: Class 8 contains 21728 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6342 members 
Mstep: Class 11 contains 35192 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67617 members 
Mstep: Class 15 contains 10437 members 
Mstep: Class 16 contains 11881 members 
Mstep: Class 17 contains 3918 members 
Mstep: Class 18 contains 25780 members 
Mstep: Class 19 contains 10455 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5672 members 
Mstep: Class 22 contains 15037 members 
Mstep: Class 23 contains 19365 members 
Mstep: Class 24 contains 3640 members 
Mstep: Class 25 contains 14871 members 
Mstep: Class 26 contains 5419 members 
Mstep: Class 27 contains 12130 members 
Mstep: Class 28 contains 11943 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16098 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6910 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10574 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 52091 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Mstep: Class 45 contains 48686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030560.000000 Penalty: 89796.125000
Iteration 458Q: 46 clusters Score -8.103056e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 43801 members 
Mstep: Class 2 contains 12221 members 
Mstep: Class 3 contains 43714 members 
Mstep: Class 4 contains 29826 members 
Mstep: Class 5 contains 31746 members 
Mstep: Class 6 contains 5378 members 
Mstep: Class 7 contains 40099 members 
Mstep: Class 8 contains 21728 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6343 members 
Mstep: Class 11 contains 35190 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67616 members 
Mstep: Class 15 contains 10437 members 
Mstep: Class 16 contains 11881 members 
Mstep: Class 17 contains 3918 members 
Mstep: Class 18 contains 25782 members 
Mstep: Class 19 contains 10458 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5672 members 
Mstep: Class 22 contains 15034 members 
Mstep: Class 23 contains 19365 members 
Mstep: Class 24 contains 3640 members 
Mstep: Class 25 contains 14871 members 
Mstep: Class 26 contains 5419 members 
Mstep: Class 27 contains 12124 members 
Mstep: Class 28 contains 11943 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16098 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6910 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10571 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 52063 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Mstep: Class 45 contains 48730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030568.000000 Penalty: 89796.125000
Iteration 459Q: 46 clusters Score -8.103057e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 43791 members 
Mstep: Class 2 contains 12220 members 
Mstep: Class 3 contains 43718 members 
Mstep: Class 4 contains 29832 members 
Mstep: Class 5 contains 31745 members 
Mstep: Class 6 contains 5378 members 
Mstep: Class 7 contains 40099 members 
Mstep: Class 8 contains 21728 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6342 members 
Mstep: Class 11 contains 35189 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67616 members 
Mstep: Class 15 contains 10437 members 
Mstep: Class 16 contains 11881 members 
Mstep: Class 17 contains 3918 members 
Mstep: Class 18 contains 25785 members 
Mstep: Class 19 contains 10460 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5672 members 
Mstep: Class 22 contains 15034 members 
Mstep: Class 23 contains 19365 members 
Mstep: Class 24 contains 3640 members 
Mstep: Class 25 contains 14872 members 
Mstep: Class 26 contains 5419 members 
Mstep: Class 27 contains 12114 members 
Mstep: Class 28 contains 11941 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16098 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6910 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10572 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 52041 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Mstep: Class 45 contains 48761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030632.000000 Penalty: 89796.125000
Iteration 460F: 46 clusters Score -8.103063e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 43770 members 
Mstep: Class 2 contains 12220 members 
Mstep: Class 3 contains 43720 members 
Mstep: Class 4 contains 29840 members 
Mstep: Class 5 contains 31746 members 
Mstep: Class 6 contains 5378 members 
Mstep: Class 7 contains 40107 members 
Mstep: Class 8 contains 21728 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6342 members 
Mstep: Class 11 contains 35190 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67616 members 
Mstep: Class 15 contains 10437 members 
Mstep: Class 16 contains 11881 members 
Mstep: Class 17 contains 3918 members 
Mstep: Class 18 contains 25785 members 
Mstep: Class 19 contains 10461 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5672 members 
Mstep: Class 22 contains 15034 members 
Mstep: Class 23 contains 19365 members 
Mstep: Class 24 contains 3640 members 
Mstep: Class 25 contains 14872 members 
Mstep: Class 26 contains 5419 members 
Mstep: Class 27 contains 12107 members 
Mstep: Class 28 contains 11940 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16098 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6910 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10569 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 52015 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Mstep: Class 45 contains 48798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030592.000000 Penalty: 89796.125000
Iteration 461Q: 46 clusters Score -8.103059e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 43768 members 
Mstep: Class 2 contains 12220 members 
Mstep: Class 3 contains 43728 members 
Mstep: Class 4 contains 29841 members 
Mstep: Class 5 contains 31746 members 
Mstep: Class 6 contains 5377 members 
Mstep: Class 7 contains 40102 members 
Mstep: Class 8 contains 21728 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6342 members 
Mstep: Class 11 contains 35193 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67615 members 
Mstep: Class 15 contains 10437 members 
Mstep: Class 16 contains 11882 members 
Mstep: Class 17 contains 3918 members 
Mstep: Class 18 contains 25786 members 
Mstep: Class 19 contains 10462 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5672 members 
Mstep: Class 22 contains 15034 members 
Mstep: Class 23 contains 19365 members 
Mstep: Class 24 contains 3640 members 
Mstep: Class 25 contains 14872 members 
Mstep: Class 26 contains 5419 members 
Mstep: Class 27 contains 12094 members 
Mstep: Class 28 contains 11939 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16098 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6910 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10566 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 51992 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Mstep: Class 45 contains 48832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030552.000000 Penalty: 89796.125000
Iteration 462Q: 46 clusters Score -8.103055e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 43765 members 
Mstep: Class 2 contains 12220 members 
Mstep: Class 3 contains 43735 members 
Mstep: Class 4 contains 29846 members 
Mstep: Class 5 contains 31747 members 
Mstep: Class 6 contains 5378 members 
Mstep: Class 7 contains 40095 members 
Mstep: Class 8 contains 21728 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6342 members 
Mstep: Class 11 contains 35194 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67615 members 
Mstep: Class 15 contains 10436 members 
Mstep: Class 16 contains 11882 members 
Mstep: Class 17 contains 3918 members 
Mstep: Class 18 contains 25787 members 
Mstep: Class 19 contains 10462 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5672 members 
Mstep: Class 22 contains 15034 members 
Mstep: Class 23 contains 19365 members 
Mstep: Class 24 contains 3640 members 
Mstep: Class 25 contains 14872 members 
Mstep: Class 26 contains 5417 members 
Mstep: Class 27 contains 12083 members 
Mstep: Class 28 contains 11940 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16098 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6910 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10564 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 51971 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Mstep: Class 45 contains 48862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030536.000000 Penalty: 89796.125000
Iteration 463Q: 46 clusters Score -8.103054e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 43764 members 
Mstep: Class 2 contains 12220 members 
Mstep: Class 3 contains 43742 members 
Mstep: Class 4 contains 29853 members 
Mstep: Class 5 contains 31745 members 
Mstep: Class 6 contains 5376 members 
Mstep: Class 7 contains 40079 members 
Mstep: Class 8 contains 21728 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6342 members 
Mstep: Class 11 contains 35194 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67616 members 
Mstep: Class 15 contains 10435 members 
Mstep: Class 16 contains 11882 members 
Mstep: Class 17 contains 3918 members 
Mstep: Class 18 contains 25787 members 
Mstep: Class 19 contains 10463 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5673 members 
Mstep: Class 22 contains 15034 members 
Mstep: Class 23 contains 19365 members 
Mstep: Class 24 contains 3641 members 
Mstep: Class 25 contains 14872 members 
Mstep: Class 26 contains 5416 members 
Mstep: Class 27 contains 12081 members 
Mstep: Class 28 contains 11940 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16098 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6910 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10562 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 51951 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Mstep: Class 45 contains 48891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030528.000000 Penalty: 89796.125000
Iteration 464Q: 46 clusters Score -8.103053e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 43764 members 
Mstep: Class 2 contains 12220 members 
Mstep: Class 3 contains 43748 members 
Mstep: Class 4 contains 29860 members 
Mstep: Class 5 contains 31745 members 
Mstep: Class 6 contains 5374 members 
Mstep: Class 7 contains 40058 members 
Mstep: Class 8 contains 21728 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6342 members 
Mstep: Class 11 contains 35197 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67617 members 
Mstep: Class 15 contains 10435 members 
Mstep: Class 16 contains 11882 members 
Mstep: Class 17 contains 3919 members 
Mstep: Class 18 contains 25784 members 
Mstep: Class 19 contains 10463 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5673 members 
Mstep: Class 22 contains 15033 members 
Mstep: Class 23 contains 19365 members 
Mstep: Class 24 contains 3641 members 
Mstep: Class 25 contains 14873 members 
Mstep: Class 26 contains 5416 members 
Mstep: Class 27 contains 12080 members 
Mstep: Class 28 contains 11940 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16098 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6910 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10560 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 51932 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Mstep: Class 45 contains 48921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030528.000000 Penalty: 89796.125000
Iteration 465Q: 46 clusters Score -8.103053e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 43766 members 
Mstep: Class 2 contains 12221 members 
Mstep: Class 3 contains 43748 members 
Mstep: Class 4 contains 29864 members 
Mstep: Class 5 contains 31745 members 
Mstep: Class 6 contains 5368 members 
Mstep: Class 7 contains 40048 members 
Mstep: Class 8 contains 21728 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6341 members 
Mstep: Class 11 contains 35196 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67617 members 
Mstep: Class 15 contains 10436 members 
Mstep: Class 16 contains 11882 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 25783 members 
Mstep: Class 19 contains 10464 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5673 members 
Mstep: Class 22 contains 15033 members 
Mstep: Class 23 contains 19366 members 
Mstep: Class 24 contains 3641 members 
Mstep: Class 25 contains 14873 members 
Mstep: Class 26 contains 5415 members 
Mstep: Class 27 contains 12076 members 
Mstep: Class 28 contains 11940 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16098 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6910 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10559 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 51926 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Mstep: Class 45 contains 48939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030576.000000 Penalty: 89796.125000
Iteration 466Q: 46 clusters Score -8.103058e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 43771 members 
Mstep: Class 2 contains 12222 members 
Mstep: Class 3 contains 43749 members 
Mstep: Class 4 contains 29871 members 
Mstep: Class 5 contains 31746 members 
Mstep: Class 6 contains 5367 members 
Mstep: Class 7 contains 40024 members 
Mstep: Class 8 contains 21728 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6339 members 
Mstep: Class 11 contains 35191 members 
Mstep: Class 12 contains 2140 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67617 members 
Mstep: Class 15 contains 10436 members 
Mstep: Class 16 contains 11882 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 25782 members 
Mstep: Class 19 contains 10464 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5673 members 
Mstep: Class 22 contains 15033 members 
Mstep: Class 23 contains 19367 members 
Mstep: Class 24 contains 3642 members 
Mstep: Class 25 contains 14873 members 
Mstep: Class 26 contains 5415 members 
Mstep: Class 27 contains 12070 members 
Mstep: Class 28 contains 11941 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16098 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6910 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10558 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 51922 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Mstep: Class 45 contains 48964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030576.000000 Penalty: 89796.125000
Iteration 467Q: 46 clusters Score -8.103058e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 43767 members 
Mstep: Class 2 contains 12222 members 
Mstep: Class 3 contains 43755 members 
Mstep: Class 4 contains 29878 members 
Mstep: Class 5 contains 31747 members 
Mstep: Class 6 contains 5365 members 
Mstep: Class 7 contains 40009 members 
Mstep: Class 8 contains 21728 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6339 members 
Mstep: Class 11 contains 35187 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67617 members 
Mstep: Class 15 contains 10436 members 
Mstep: Class 16 contains 11882 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 25782 members 
Mstep: Class 19 contains 10465 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5673 members 
Mstep: Class 22 contains 15033 members 
Mstep: Class 23 contains 19367 members 
Mstep: Class 24 contains 3642 members 
Mstep: Class 25 contains 14873 members 
Mstep: Class 26 contains 5414 members 
Mstep: Class 27 contains 12064 members 
Mstep: Class 28 contains 11944 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16098 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6910 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10558 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 51906 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Mstep: Class 45 contains 48995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030456.000000 Penalty: 89796.125000
Iteration 468Q: 46 clusters Score -8.103046e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 43752 members 
Mstep: Class 2 contains 12222 members 
Mstep: Class 3 contains 43758 members 
Mstep: Class 4 contains 29882 members 
Mstep: Class 5 contains 31747 members 
Mstep: Class 6 contains 5366 members 
Mstep: Class 7 contains 40001 members 
Mstep: Class 8 contains 21728 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6338 members 
Mstep: Class 11 contains 35186 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67617 members 
Mstep: Class 15 contains 10436 members 
Mstep: Class 16 contains 11882 members 
Mstep: Class 17 contains 3922 members 
Mstep: Class 18 contains 25780 members 
Mstep: Class 19 contains 10465 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5672 members 
Mstep: Class 22 contains 15033 members 
Mstep: Class 23 contains 19367 members 
Mstep: Class 24 contains 3642 members 
Mstep: Class 25 contains 14873 members 
Mstep: Class 26 contains 5413 members 
Mstep: Class 27 contains 12061 members 
Mstep: Class 28 contains 11944 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16098 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6910 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10560 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 51894 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Mstep: Class 45 contains 49029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030544.000000 Penalty: 89796.125000
Iteration 469Q: 46 clusters Score -8.103054e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 43750 members 
Mstep: Class 2 contains 12221 members 
Mstep: Class 3 contains 43765 members 
Mstep: Class 4 contains 29887 members 
Mstep: Class 5 contains 31747 members 
Mstep: Class 6 contains 5366 members 
Mstep: Class 7 contains 39990 members 
Mstep: Class 8 contains 21728 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6339 members 
Mstep: Class 11 contains 35179 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67617 members 
Mstep: Class 15 contains 10437 members 
Mstep: Class 16 contains 11882 members 
Mstep: Class 17 contains 3921 members 
Mstep: Class 18 contains 25778 members 
Mstep: Class 19 contains 10465 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5671 members 
Mstep: Class 22 contains 15033 members 
Mstep: Class 23 contains 19367 members 
Mstep: Class 24 contains 3642 members 
Mstep: Class 25 contains 14873 members 
Mstep: Class 26 contains 5412 members 
Mstep: Class 27 contains 12059 members 
Mstep: Class 28 contains 11944 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16098 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6910 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10558 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 51879 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Mstep: Class 45 contains 49060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030528.000000 Penalty: 89796.125000
Iteration 470Q: 46 clusters Score -8.103053e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 43733 members 
Mstep: Class 2 contains 12220 members 
Mstep: Class 3 contains 43767 members 
Mstep: Class 4 contains 29889 members 
Mstep: Class 5 contains 31747 members 
Mstep: Class 6 contains 5366 members 
Mstep: Class 7 contains 39991 members 
Mstep: Class 8 contains 21728 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6339 members 
Mstep: Class 11 contains 35181 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67618 members 
Mstep: Class 15 contains 10437 members 
Mstep: Class 16 contains 11882 members 
Mstep: Class 17 contains 3921 members 
Mstep: Class 18 contains 25777 members 
Mstep: Class 19 contains 10466 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5671 members 
Mstep: Class 22 contains 15033 members 
Mstep: Class 23 contains 19367 members 
Mstep: Class 24 contains 3642 members 
Mstep: Class 25 contains 14873 members 
Mstep: Class 26 contains 5412 members 
Mstep: Class 27 contains 12050 members 
Mstep: Class 28 contains 11942 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16098 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6910 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10554 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 51869 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Mstep: Class 45 contains 49095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030560.000000 Penalty: 89796.125000
Iteration 471Q: 46 clusters Score -8.103056e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 43721 members 
Mstep: Class 2 contains 12221 members 
Mstep: Class 3 contains 43764 members 
Mstep: Class 4 contains 29890 members 
Mstep: Class 5 contains 31749 members 
Mstep: Class 6 contains 5366 members 
Mstep: Class 7 contains 39971 members 
Mstep: Class 8 contains 21728 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6339 members 
Mstep: Class 11 contains 35185 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67618 members 
Mstep: Class 15 contains 10437 members 
Mstep: Class 16 contains 11882 members 
Mstep: Class 17 contains 3921 members 
Mstep: Class 18 contains 25777 members 
Mstep: Class 19 contains 10465 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5671 members 
Mstep: Class 22 contains 15034 members 
Mstep: Class 23 contains 19367 members 
Mstep: Class 24 contains 3642 members 
Mstep: Class 25 contains 14873 members 
Mstep: Class 26 contains 5412 members 
Mstep: Class 27 contains 12046 members 
Mstep: Class 28 contains 11941 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16098 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6910 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10554 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 51866 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Mstep: Class 45 contains 49130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030672.000000 Penalty: 89796.125000
Iteration 472Q: 46 clusters Score -8.103067e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 43713 members 
Mstep: Class 2 contains 12223 members 
Mstep: Class 3 contains 43773 members 
Mstep: Class 4 contains 29893 members 
Mstep: Class 5 contains 31748 members 
Mstep: Class 6 contains 5366 members 
Mstep: Class 7 contains 39953 members 
Mstep: Class 8 contains 21728 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6339 members 
Mstep: Class 11 contains 35183 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67618 members 
Mstep: Class 15 contains 10436 members 
Mstep: Class 16 contains 11882 members 
Mstep: Class 17 contains 3921 members 
Mstep: Class 18 contains 25777 members 
Mstep: Class 19 contains 10463 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5671 members 
Mstep: Class 22 contains 15034 members 
Mstep: Class 23 contains 19366 members 
Mstep: Class 24 contains 3642 members 
Mstep: Class 25 contains 14874 members 
Mstep: Class 26 contains 5412 members 
Mstep: Class 27 contains 12042 members 
Mstep: Class 28 contains 11941 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16098 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6910 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10547 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 51859 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Mstep: Class 45 contains 49166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030608.000000 Penalty: 89796.125000
Iteration 473Q: 46 clusters Score -8.103061e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 43700 members 
Mstep: Class 2 contains 12224 members 
Mstep: Class 3 contains 43775 members 
Mstep: Class 4 contains 29897 members 
Mstep: Class 5 contains 31749 members 
Mstep: Class 6 contains 5366 members 
Mstep: Class 7 contains 39946 members 
Mstep: Class 8 contains 21728 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6339 members 
Mstep: Class 11 contains 35182 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67618 members 
Mstep: Class 15 contains 10436 members 
Mstep: Class 16 contains 11882 members 
Mstep: Class 17 contains 3921 members 
Mstep: Class 18 contains 25777 members 
Mstep: Class 19 contains 10463 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5671 members 
Mstep: Class 22 contains 15034 members 
Mstep: Class 23 contains 19366 members 
Mstep: Class 24 contains 3642 members 
Mstep: Class 25 contains 14874 members 
Mstep: Class 26 contains 5412 members 
Mstep: Class 27 contains 12041 members 
Mstep: Class 28 contains 11939 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16098 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6910 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10546 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 51849 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Mstep: Class 45 contains 49193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030616.000000 Penalty: 89796.125000
Iteration 474Q: 46 clusters Score -8.103062e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 43694 members 
Mstep: Class 2 contains 12224 members 
Mstep: Class 3 contains 43779 members 
Mstep: Class 4 contains 29901 members 
Mstep: Class 5 contains 31750 members 
Mstep: Class 6 contains 5365 members 
Mstep: Class 7 contains 39931 members 
Mstep: Class 8 contains 21728 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6339 members 
Mstep: Class 11 contains 35179 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67618 members 
Mstep: Class 15 contains 10436 members 
Mstep: Class 16 contains 11882 members 
Mstep: Class 17 contains 3921 members 
Mstep: Class 18 contains 25777 members 
Mstep: Class 19 contains 10463 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5671 members 
Mstep: Class 22 contains 15034 members 
Mstep: Class 23 contains 19366 members 
Mstep: Class 24 contains 3642 members 
Mstep: Class 25 contains 14874 members 
Mstep: Class 26 contains 5412 members 
Mstep: Class 27 contains 12038 members 
Mstep: Class 28 contains 11938 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16098 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6910 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10548 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 51843 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Mstep: Class 45 contains 49217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030624.000000 Penalty: 89796.125000
Iteration 475Q: 46 clusters Score -8.103062e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 43697 members 
Mstep: Class 2 contains 12224 members 
Mstep: Class 3 contains 43784 members 
Mstep: Class 4 contains 29909 members 
Mstep: Class 5 contains 31750 members 
Mstep: Class 6 contains 5364 members 
Mstep: Class 7 contains 39913 members 
Mstep: Class 8 contains 21728 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6339 members 
Mstep: Class 11 contains 35178 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67618 members 
Mstep: Class 15 contains 10436 members 
Mstep: Class 16 contains 11882 members 
Mstep: Class 17 contains 3921 members 
Mstep: Class 18 contains 25777 members 
Mstep: Class 19 contains 10463 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5671 members 
Mstep: Class 22 contains 15034 members 
Mstep: Class 23 contains 19366 members 
Mstep: Class 24 contains 3642 members 
Mstep: Class 25 contains 14874 members 
Mstep: Class 26 contains 5411 members 
Mstep: Class 27 contains 12034 members 
Mstep: Class 28 contains 11938 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16098 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6910 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10546 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 51835 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Mstep: Class 45 contains 49236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030624.000000 Penalty: 89796.125000
Iteration 476Q: 46 clusters Score -8.103062e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 43689 members 
Mstep: Class 2 contains 12225 members 
Mstep: Class 3 contains 43785 members 
Mstep: Class 4 contains 29914 members 
Mstep: Class 5 contains 31750 members 
Mstep: Class 6 contains 5362 members 
Mstep: Class 7 contains 39895 members 
Mstep: Class 8 contains 21728 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6339 members 
Mstep: Class 11 contains 35178 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67618 members 
Mstep: Class 15 contains 10436 members 
Mstep: Class 16 contains 11882 members 
Mstep: Class 17 contains 3921 members 
Mstep: Class 18 contains 25777 members 
Mstep: Class 19 contains 10462 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5671 members 
Mstep: Class 22 contains 15034 members 
Mstep: Class 23 contains 19366 members 
Mstep: Class 24 contains 3642 members 
Mstep: Class 25 contains 14874 members 
Mstep: Class 26 contains 5412 members 
Mstep: Class 27 contains 12031 members 
Mstep: Class 28 contains 11937 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16098 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6910 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10546 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 51839 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Mstep: Class 45 contains 49257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030568.000000 Penalty: 89796.125000
Iteration 477Q: 46 clusters Score -8.103057e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 43681 members 
Mstep: Class 2 contains 12226 members 
Mstep: Class 3 contains 43789 members 
Mstep: Class 4 contains 29915 members 
Mstep: Class 5 contains 31751 members 
Mstep: Class 6 contains 5361 members 
Mstep: Class 7 contains 39887 members 
Mstep: Class 8 contains 21728 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6339 members 
Mstep: Class 11 contains 35176 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67618 members 
Mstep: Class 15 contains 10436 members 
Mstep: Class 16 contains 11882 members 
Mstep: Class 17 contains 3921 members 
Mstep: Class 18 contains 25777 members 
Mstep: Class 19 contains 10460 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5671 members 
Mstep: Class 22 contains 15034 members 
Mstep: Class 23 contains 19366 members 
Mstep: Class 24 contains 3642 members 
Mstep: Class 25 contains 14874 members 
Mstep: Class 26 contains 5412 members 
Mstep: Class 27 contains 12027 members 
Mstep: Class 28 contains 11938 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16098 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6910 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10546 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 51836 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Mstep: Class 45 contains 49277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030560.000000 Penalty: 89796.125000
Iteration 478Q: 46 clusters Score -8.103056e+07 nChanged 65
Entering ConstructFrom: 
Score: -81030560.000000 Penalty: 89796.125000
Entering ConstructFrom: 
Trying to split cluster 1 (43669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43669 members 
Entering Unmasked Estep 
Score: -5566681.500000 Penalty: 1589.837891
	Iteration 0F: 2 clusters Score -5566682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21915 members 
Mstep: Class 2 contains 21754 members 
Entering Unmasked Estep 
Score: -5538457.500000 Penalty: 3179.675781
	Iteration 0F: 3 clusters Score -5538458 nChanged 20013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -5549600.000000 Penalty: 3179.675781
	Iteration 1F: 3 clusters Score -5549600 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23676 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -5550280.500000 Penalty: 3179.675781
	Iteration 2Q: 3 clusters Score -5550280 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24763 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -5551067.000000 Penalty: 3179.675781
	Iteration 3Q: 3 clusters Score -5551067 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26250 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -5552004.000000 Penalty: 3179.675781
	Iteration 4Q: 3 clusters Score -5552004 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28215 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -5553246.500000 Penalty: 3179.675781
	Iteration 5F: 3 clusters Score -5553246 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30651 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -5554930.500000 Penalty: 3179.675781
	Iteration 6F: 3 clusters Score -5554930 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33436 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -5557085.000000 Penalty: 3179.675781
	Iteration 7F: 3 clusters Score -5557085 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36333 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -5559451.500000 Penalty: 3179.675781
	Iteration 8F: 3 clusters Score -5559452 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38866 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -5561541.500000 Penalty: 3179.675781
	Iteration 9F: 3 clusters Score -5561542 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40740 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -5563082.500000 Penalty: 3179.675781
	Iteration 10Q: 3 clusters Score -5563082 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41959 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -5564065.000000 Penalty: 3179.675781
	Iteration 11Q: 3 clusters Score -5564065 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42662 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -5564673.000000 Penalty: 3179.675781
	Iteration 12Q: 3 clusters Score -5564673 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43011 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -5564988.500000 Penalty: 3179.675781
	Iteration 13Q: 3 clusters Score -5564988 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43168 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -5565135.000000 Penalty: 3179.675781
	Iteration 14Q: 3 clusters Score -5565135 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43235 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -5565212.500000 Penalty: 3179.675781
	Iteration 15Q: 3 clusters Score -5565212 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43268 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -5565261.500000 Penalty: 3179.675781
	Iteration 16Q: 3 clusters Score -5565262 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43292 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -5565310.500000 Penalty: 3179.675781
	Iteration 17Q: 3 clusters Score -5565310 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43309 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -5565331.500000 Penalty: 3179.675781
	Iteration 18Q: 3 clusters Score -5565332 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43323 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -5565353.000000 Penalty: 3179.675781
	Iteration 19Q: 3 clusters Score -5565353 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43329 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -5565362.500000 Penalty: 3179.675781
	Iteration 20F: 3 clusters Score -5565362 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43333 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -5565375.000000 Penalty: 3179.675781
	Iteration 21Q: 3 clusters Score -5565375 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43342 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -5565390.500000 Penalty: 3179.675781
	Iteration 22Q: 3 clusters Score -5565390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43352 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -5565400.000000 Penalty: 3179.675781
	Iteration 23Q: 3 clusters Score -5565400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43360 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -5565409.500000 Penalty: 3179.675781
	Iteration 24Q: 3 clusters Score -5565410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43367 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -5565419.500000 Penalty: 3179.675781
	Iteration 25Q: 3 clusters Score -5565420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43372 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -5565423.000000 Penalty: 3179.675781
	Iteration 26Q: 3 clusters Score -5565423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43373 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -5565431.500000 Penalty: 3179.675781
	Iteration 27Q: 3 clusters Score -5565432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43375 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -5565438.000000 Penalty: 3179.675781
	Iteration 28Q: 3 clusters Score -5565438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43377 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -5565432.000000 Penalty: 3179.675781
	Iteration 29Q: 3 clusters Score -5565432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43378 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -5565435.000000 Penalty: 3179.675781
	Iteration 30Q: 3 clusters Score -5565435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43379 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -5565439.000000 Penalty: 3179.675781
	Iteration 31Q: 3 clusters Score -5565439 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43379 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -5565439.000000 Penalty: 3179.675781
	Iteration 32F: 3 clusters Score -5565439 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Entering Unmasked Estep 
Score: -1548105.375000 Penalty: 1400.404419
	Iteration 0F: 2 clusters Score -1548105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1539912.875000 Penalty: 2800.808838
	Iteration 0F: 3 clusters Score -1539913 nChanged 5185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1542725.750000 Penalty: 2800.808838
	Iteration 1F: 3 clusters Score -1542726 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1543030.250000 Penalty: 2800.808838
	Iteration 2F: 3 clusters Score -1543030 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1543281.625000 Penalty: 2800.808838
	Iteration 3Q: 3 clusters Score -1543282 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1543496.250000 Penalty: 2800.808838
	Iteration 4Q: 3 clusters Score -1543496 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1543687.250000 Penalty: 2800.808838
	Iteration 5Q: 3 clusters Score -1543687 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1543861.375000 Penalty: 2800.808838
	Iteration 6Q: 3 clusters Score -1543861 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1544043.375000 Penalty: 2800.808838
	Iteration 7Q: 3 clusters Score -1544043 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1544261.750000 Penalty: 2800.808838
	Iteration 8Q: 3 clusters Score -1544262 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1544484.750000 Penalty: 2800.808838
	Iteration 9Q: 3 clusters Score -1544485 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1544721.625000 Penalty: 2800.808838
	Iteration 10Q: 3 clusters Score -1544722 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1544979.625000 Penalty: 2800.808838
	Iteration 11Q: 3 clusters Score -1544980 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -1545281.750000 Penalty: 2800.808838
	Iteration 12Q: 3 clusters Score -1545282 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1545563.750000 Penalty: 2800.808838
	Iteration 13Q: 3 clusters Score -1545564 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1545826.375000 Penalty: 2800.808838
	Iteration 14Q: 3 clusters Score -1545826 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1546053.750000 Penalty: 2800.808838
	Iteration 15Q: 3 clusters Score -1546054 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -1546247.125000 Penalty: 2800.808838
	Iteration 16Q: 3 clusters Score -1546247 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -1546414.875000 Penalty: 2800.808838
	Iteration 17Q: 3 clusters Score -1546415 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -1546563.125000 Penalty: 2800.808838
	Iteration 18Q: 3 clusters Score -1546563 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -1546675.500000 Penalty: 2800.808838
	Iteration 19Q: 3 clusters Score -1546676 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -1546753.750000 Penalty: 2800.808838
	Iteration 20F: 3 clusters Score -1546754 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -1546812.875000 Penalty: 2800.808838
	Iteration 21Q: 3 clusters Score -1546813 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -1546863.000000 Penalty: 2800.808838
	Iteration 22Q: 3 clusters Score -1546863 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -1546895.875000 Penalty: 2800.808838
	Iteration 23Q: 3 clusters Score -1546896 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -1546927.000000 Penalty: 2800.808838
	Iteration 24Q: 3 clusters Score -1546927 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -1546939.875000 Penalty: 2800.808838
	Iteration 25Q: 3 clusters Score -1546940 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -1546965.500000 Penalty: 2800.808838
	Iteration 26Q: 3 clusters Score -1546966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -1546975.625000 Penalty: 2800.808838
	Iteration 27Q: 3 clusters Score -1546976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -1546983.125000 Penalty: 2800.808838
	Iteration 28Q: 3 clusters Score -1546983 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -1546994.250000 Penalty: 2800.808838
	Iteration 29Q: 3 clusters Score -1546994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -1547001.500000 Penalty: 2800.808838
	Iteration 30Q: 3 clusters Score -1547002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -1547013.125000 Penalty: 2800.808838
	Iteration 31Q: 3 clusters Score -1547013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -1547022.250000 Penalty: 2800.808838
	Iteration 32Q: 3 clusters Score -1547022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -1547024.750000 Penalty: 2800.808838
	Iteration 33Q: 3 clusters Score -1547025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -1547027.125000 Penalty: 2800.808838
	Iteration 34Q: 3 clusters Score -1547027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -1547027.125000 Penalty: 2800.808838
	Iteration 35F: 3 clusters Score -1547027 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (43789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43789 members 
Entering Unmasked Estep 
Score: -5595215.500000 Penalty: 1590.246094
	Iteration 0F: 2 clusters Score -5595216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 21889 members 
Entering Unmasked Estep 
Score: -5567041.500000 Penalty: 3180.492188
	Iteration 0F: 3 clusters Score -5567042 nChanged 20103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21907 members 
Mstep: Class 2 contains 21882 members 
Entering Unmasked Estep 
Score: -5578061.000000 Penalty: 3180.492188
	Iteration 1F: 3 clusters Score -5578061 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -5578583.500000 Penalty: 3180.492188
	Iteration 2Q: 3 clusters Score -5578584 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 21836 members 
Entering Unmasked Estep 
Score: -5579082.500000 Penalty: 3180.492188
	Iteration 3Q: 3 clusters Score -5579082 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 21807 members 
Entering Unmasked Estep 
Score: -5579731.000000 Penalty: 3180.492188
	Iteration 4Q: 3 clusters Score -5579731 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22025 members 
Mstep: Class 2 contains 21764 members 
Entering Unmasked Estep 
Score: -5580446.500000 Penalty: 3180.492188
	Iteration 5Q: 3 clusters Score -5580446 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 21803 members 
Entering Unmasked Estep 
Score: -5581510.500000 Penalty: 3180.492188
	Iteration 6Q: 3 clusters Score -5581510 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21824 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -5582984.000000 Penalty: 3180.492188
	Iteration 7F: 3 clusters Score -5582984 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 22348 members 
Entering Unmasked Estep 
Score: -5584864.000000 Penalty: 3180.492188
	Iteration 8F: 3 clusters Score -5584864 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 22951 members 
Entering Unmasked Estep 
Score: -5587195.500000 Penalty: 3180.492188
	Iteration 9F: 3 clusters Score -5587196 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -5589550.000000 Penalty: 3180.492188
	Iteration 10F: 3 clusters Score -5589550 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 24386 members 
Entering Unmasked Estep 
Score: -5591161.000000 Penalty: 3180.492188
	Iteration 11F: 3 clusters Score -5591161 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 24888 members 
Entering Unmasked Estep 
Score: -5592052.500000 Penalty: 3180.492188
	Iteration 12Q: 3 clusters Score -5592052 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 25252 members 
Entering Unmasked Estep 
Score: -5592560.500000 Penalty: 3180.492188
	Iteration 13Q: 3 clusters Score -5592560 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 25569 members 
Entering Unmasked Estep 
Score: -5592884.000000 Penalty: 3180.492188
	Iteration 14Q: 3 clusters Score -5592884 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 25804 members 
Entering Unmasked Estep 
Score: -5593119.000000 Penalty: 3180.492188
	Iteration 15Q: 3 clusters Score -5593119 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 25992 members 
Entering Unmasked Estep 
Score: -5593287.500000 Penalty: 3180.492188
	Iteration 16Q: 3 clusters Score -5593288 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 26152 members 
Entering Unmasked Estep 
Score: -5593406.000000 Penalty: 3180.492188
	Iteration 17Q: 3 clusters Score -5593406 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 26285 members 
Entering Unmasked Estep 
Score: -5593459.000000 Penalty: 3180.492188
	Iteration 18Q: 3 clusters Score -5593459 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 26422 members 
Entering Unmasked Estep 
Score: -5593477.000000 Penalty: 3180.492188
	Iteration 19Q: 3 clusters Score -5593477 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 26533 members 
Entering Unmasked Estep 
Score: -5593518.000000 Penalty: 3180.492188
	Iteration 20F: 3 clusters Score -5593518 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 26628 members 
Entering Unmasked Estep 
Score: -5593555.000000 Penalty: 3180.492188
	Iteration 21Q: 3 clusters Score -5593555 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 26720 members 
Entering Unmasked Estep 
Score: -5593566.000000 Penalty: 3180.492188
	Iteration 22Q: 3 clusters Score -5593566 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 26791 members 
Entering Unmasked Estep 
Score: -5593584.000000 Penalty: 3180.492188
	Iteration 23Q: 3 clusters Score -5593584 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 26857 members 
Entering Unmasked Estep 
Score: -5593583.500000 Penalty: 3180.492188
	Iteration 24Q: 3 clusters Score -5593584 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 26903 members 
Entering Unmasked Estep 
Score: -5593594.000000 Penalty: 3180.492188
	Iteration 25Q: 3 clusters Score -5593594 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 26951 members 
Entering Unmasked Estep 
Score: -5593614.000000 Penalty: 3180.492188
	Iteration 26Q: 3 clusters Score -5593614 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 26992 members 
Entering Unmasked Estep 
Score: -5593623.000000 Penalty: 3180.492188
	Iteration 27Q: 3 clusters Score -5593623 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 27017 members 
Entering Unmasked Estep 
Score: -5593636.500000 Penalty: 3180.492188
	Iteration 28Q: 3 clusters Score -5593636 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 27040 members 
Entering Unmasked Estep 
Score: -5593633.500000 Penalty: 3180.492188
	Iteration 29Q: 3 clusters Score -5593634 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 27063 members 
Entering Unmasked Estep 
Score: -5593639.500000 Penalty: 3180.492188
	Iteration 30Q: 3 clusters Score -5593640 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 27099 members 
Entering Unmasked Estep 
Score: -5593646.000000 Penalty: 3180.492188
	Iteration 31Q: 3 clusters Score -5593646 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 27131 members 
Entering Unmasked Estep 
Score: -5593647.500000 Penalty: 3180.492188
	Iteration 32Q: 3 clusters Score -5593648 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 27154 members 
Entering Unmasked Estep 
Score: -5593634.500000 Penalty: 3180.492188
	Iteration 33Q: 3 clusters Score -5593634 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 27178 members 
Entering Unmasked Estep 
Score: -5593628.000000 Penalty: 3180.492188
	Iteration 34Q: 3 clusters Score -5593628 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 27203 members 
Entering Unmasked Estep 
Score: -5593632.500000 Penalty: 3180.492188
	Iteration 35Q: 3 clusters Score -5593632 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 27222 members 
Entering Unmasked Estep 
Score: -5593633.500000 Penalty: 3180.492188
	Iteration 36Q: 3 clusters Score -5593634 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 27251 members 
Entering Unmasked Estep 
Score: -5593639.500000 Penalty: 3180.492188
	Iteration 37Q: 3 clusters Score -5593640 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 27271 members 
Entering Unmasked Estep 
Score: -5593648.500000 Penalty: 3180.492188
	Iteration 38Q: 3 clusters Score -5593648 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 27295 members 
Entering Unmasked Estep 
Score: -5593653.000000 Penalty: 3180.492188
	Iteration 39Q: 3 clusters Score -5593653 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 27322 members 
Entering Unmasked Estep 
Score: -5593656.500000 Penalty: 3180.492188
	Iteration 40F: 3 clusters Score -5593656 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 27359 members 
Entering Unmasked Estep 
Score: -5593659.000000 Penalty: 3180.492188
	Iteration 41Q: 3 clusters Score -5593659 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 27397 members 
Entering Unmasked Estep 
Score: -5593655.000000 Penalty: 3180.492188
	Iteration 42Q: 3 clusters Score -5593655 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 27438 members 
Entering Unmasked Estep 
Score: -5593649.000000 Penalty: 3180.492188
	Iteration 43Q: 3 clusters Score -5593649 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 27483 members 
Entering Unmasked Estep 
Score: -5593653.500000 Penalty: 3180.492188
	Iteration 44Q: 3 clusters Score -5593654 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 27515 members 
Entering Unmasked Estep 
Score: -5593651.500000 Penalty: 3180.492188
	Iteration 45Q: 3 clusters Score -5593652 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 27544 members 
Entering Unmasked Estep 
Score: -5593648.000000 Penalty: 3180.492188
	Iteration 46Q: 3 clusters Score -5593648 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 27572 members 
Entering Unmasked Estep 
Score: -5593652.000000 Penalty: 3180.492188
	Iteration 47Q: 3 clusters Score -5593652 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 27596 members 
Entering Unmasked Estep 
Score: -5593645.500000 Penalty: 3180.492188
	Iteration 48Q: 3 clusters Score -5593646 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 27621 members 
Entering Unmasked Estep 
Score: -5593635.000000 Penalty: 3180.492188
	Iteration 49Q: 3 clusters Score -5593635 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 27639 members 
Entering Unmasked Estep 
Score: -5593634.500000 Penalty: 3180.492188
	Iteration 50Q: 3 clusters Score -5593634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 27648 members 
Entering Unmasked Estep 
Score: -5593636.500000 Penalty: 3180.492188
	Iteration 51Q: 3 clusters Score -5593636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 27661 members 
Entering Unmasked Estep 
Score: -5593640.000000 Penalty: 3180.492188
	Iteration 52Q: 3 clusters Score -5593640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 27672 members 
Entering Unmasked Estep 
Score: -5593653.000000 Penalty: 3180.492188
	Iteration 53Q: 3 clusters Score -5593653 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 27679 members 
Entering Unmasked Estep 
Score: -5593646.000000 Penalty: 3180.492188
	Iteration 54Q: 3 clusters Score -5593646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 27686 members 
Entering Unmasked Estep 
Score: -5593645.500000 Penalty: 3180.492188
	Iteration 55Q: 3 clusters Score -5593646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 27689 members 
Entering Unmasked Estep 
Score: -5593648.000000 Penalty: 3180.492188
	Iteration 56Q: 3 clusters Score -5593648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 27695 members 
Entering Unmasked Estep 
Score: -5593643.500000 Penalty: 3180.492188
	Iteration 57Q: 3 clusters Score -5593644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 27703 members 
Entering Unmasked Estep 
Score: -5593642.500000 Penalty: 3180.492188
	Iteration 58Q: 3 clusters Score -5593642 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 27715 members 
Entering Unmasked Estep 
Score: -5593638.500000 Penalty: 3180.492188
	Iteration 59Q: 3 clusters Score -5593638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 27724 members 
Entering Unmasked Estep 
Score: -5593634.500000 Penalty: 3180.492188
	Iteration 60F: 3 clusters Score -5593634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 27736 members 
Entering Unmasked Estep 
Score: -5593643.500000 Penalty: 3180.492188
	Iteration 61Q: 3 clusters Score -5593644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 27748 members 
Entering Unmasked Estep 
Score: -5593640.500000 Penalty: 3180.492188
	Iteration 62Q: 3 clusters Score -5593640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 27758 members 
Entering Unmasked Estep 
Score: -5593635.000000 Penalty: 3180.492188
	Iteration 63Q: 3 clusters Score -5593635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 27765 members 
Entering Unmasked Estep 
Score: -5593631.000000 Penalty: 3180.492188
	Iteration 64Q: 3 clusters Score -5593631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 27772 members 
Entering Unmasked Estep 
Score: -5593638.000000 Penalty: 3180.492188
	Iteration 65Q: 3 clusters Score -5593638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 27779 members 
Entering Unmasked Estep 
Score: -5593643.000000 Penalty: 3180.492188
	Iteration 66Q: 3 clusters Score -5593643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 27786 members 
Entering Unmasked Estep 
Score: -5593638.000000 Penalty: 3180.492188
	Iteration 67Q: 3 clusters Score -5593638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 27796 members 
Entering Unmasked Estep 
Score: -5593631.000000 Penalty: 3180.492188
	Iteration 68Q: 3 clusters Score -5593631 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 27806 members 
Entering Unmasked Estep 
Score: -5593635.500000 Penalty: 3180.492188
	Iteration 69Q: 3 clusters Score -5593636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 27818 members 
Entering Unmasked Estep 
Score: -5593639.000000 Penalty: 3180.492188
	Iteration 70Q: 3 clusters Score -5593639 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 27833 members 
Entering Unmasked Estep 
Score: -5593627.500000 Penalty: 3180.492188
	Iteration 71Q: 3 clusters Score -5593628 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 27849 members 
Entering Unmasked Estep 
Score: -5593627.500000 Penalty: 3180.492188
	Iteration 72Q: 3 clusters Score -5593628 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 27865 members 
Entering Unmasked Estep 
Score: -5593635.500000 Penalty: 3180.492188
	Iteration 73Q: 3 clusters Score -5593636 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 27887 members 
Entering Unmasked Estep 
Score: -5593640.000000 Penalty: 3180.492188
	Iteration 74Q: 3 clusters Score -5593640 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 27908 members 
Entering Unmasked Estep 
Score: -5593639.000000 Penalty: 3180.492188
	Iteration 75Q: 3 clusters Score -5593639 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 27920 members 
Entering Unmasked Estep 
Score: -5593643.500000 Penalty: 3180.492188
	Iteration 76Q: 3 clusters Score -5593644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 27934 members 
Entering Unmasked Estep 
Score: -5593643.500000 Penalty: 3180.492188
	Iteration 77Q: 3 clusters Score -5593644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 27944 members 
Entering Unmasked Estep 
Score: -5593640.500000 Penalty: 3180.492188
	Iteration 78Q: 3 clusters Score -5593640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 27955 members 
Entering Unmasked Estep 
Score: -5593645.000000 Penalty: 3180.492188
	Iteration 79Q: 3 clusters Score -5593645 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 27968 members 
Entering Unmasked Estep 
Score: -5593642.500000 Penalty: 3180.492188
	Iteration 80F: 3 clusters Score -5593642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 27979 members 
Entering Unmasked Estep 
Score: -5593633.500000 Penalty: 3180.492188
	Iteration 81Q: 3 clusters Score -5593634 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 27994 members 
Entering Unmasked Estep 
Score: -5593639.500000 Penalty: 3180.492188
	Iteration 82Q: 3 clusters Score -5593640 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 28013 members 
Entering Unmasked Estep 
Score: -5593644.500000 Penalty: 3180.492188
	Iteration 83Q: 3 clusters Score -5593644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 28027 members 
Entering Unmasked Estep 
Score: -5593650.000000 Penalty: 3180.492188
	Iteration 84Q: 3 clusters Score -5593650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 28036 members 
Entering Unmasked Estep 
Score: -5593652.500000 Penalty: 3180.492188
	Iteration 85Q: 3 clusters Score -5593652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 28042 members 
Entering Unmasked Estep 
Score: -5593650.000000 Penalty: 3180.492188
	Iteration 86Q: 3 clusters Score -5593650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 28051 members 
Entering Unmasked Estep 
Score: -5593649.500000 Penalty: 3180.492188
	Iteration 87Q: 3 clusters Score -5593650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 28063 members 
Entering Unmasked Estep 
Score: -5593656.500000 Penalty: 3180.492188
	Iteration 88Q: 3 clusters Score -5593656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 28076 members 
Entering Unmasked Estep 
Score: -5593651.500000 Penalty: 3180.492188
	Iteration 89Q: 3 clusters Score -5593652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 28087 members 
Entering Unmasked Estep 
Score: -5593652.000000 Penalty: 3180.492188
	Iteration 90Q: 3 clusters Score -5593652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 28099 members 
Entering Unmasked Estep 
Score: -5593652.500000 Penalty: 3180.492188
	Iteration 91Q: 3 clusters Score -5593652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 28109 members 
Entering Unmasked Estep 
Score: -5593656.000000 Penalty: 3180.492188
	Iteration 92Q: 3 clusters Score -5593656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 28118 members 
Entering Unmasked Estep 
Score: -5593660.000000 Penalty: 3180.492188
	Iteration 93Q: 3 clusters Score -5593660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 28122 members 
Entering Unmasked Estep 
Score: -5593660.500000 Penalty: 3180.492188
	Iteration 94Q: 3 clusters Score -5593660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 28126 members 
Entering Unmasked Estep 
Score: -5593662.000000 Penalty: 3180.492188
	Iteration 95Q: 3 clusters Score -5593662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 28129 members 
Entering Unmasked Estep 
Score: -5593662.000000 Penalty: 3180.492188
	Iteration 96Q: 3 clusters Score -5593662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 28132 members 
Entering Unmasked Estep 
Score: -5593658.500000 Penalty: 3180.492188
	Iteration 97Q: 3 clusters Score -5593658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 28137 members 
Entering Unmasked Estep 
Score: -5593665.000000 Penalty: 3180.492188
	Iteration 98Q: 3 clusters Score -5593665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 28145 members 
Entering Unmasked Estep 
Score: -5593672.000000 Penalty: 3180.492188
	Iteration 99Q: 3 clusters Score -5593672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 28154 members 
Entering Unmasked Estep 
Score: -5593668.000000 Penalty: 3180.492188
	Iteration 100F: 3 clusters Score -5593668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 28162 members 
Entering Unmasked Estep 
Score: -5593675.000000 Penalty: 3180.492188
	Iteration 101Q: 3 clusters Score -5593675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 28167 members 
Entering Unmasked Estep 
Score: -5593679.000000 Penalty: 3180.492188
	Iteration 102Q: 3 clusters Score -5593679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 28171 members 
Entering Unmasked Estep 
Score: -5593681.500000 Penalty: 3180.492188
	Iteration 103Q: 3 clusters Score -5593682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 28179 members 
Entering Unmasked Estep 
Score: -5593678.000000 Penalty: 3180.492188
	Iteration 104Q: 3 clusters Score -5593678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 28183 members 
Entering Unmasked Estep 
Score: -5593678.500000 Penalty: 3180.492188
	Iteration 105Q: 3 clusters Score -5593678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 28187 members 
Entering Unmasked Estep 
Score: -5593674.500000 Penalty: 3180.492188
	Iteration 106Q: 3 clusters Score -5593674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 28191 members 
Entering Unmasked Estep 
Score: -5593673.500000 Penalty: 3180.492188
	Iteration 107Q: 3 clusters Score -5593674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 28196 members 
Entering Unmasked Estep 
Score: -5593673.500000 Penalty: 3180.492188
	Iteration 108Q: 3 clusters Score -5593674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 28203 members 
Entering Unmasked Estep 
Score: -5593672.000000 Penalty: 3180.492188
	Iteration 109Q: 3 clusters Score -5593672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 28207 members 
Entering Unmasked Estep 
Score: -5593672.500000 Penalty: 3180.492188
	Iteration 110Q: 3 clusters Score -5593672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 28212 members 
Entering Unmasked Estep 
Score: -5593679.000000 Penalty: 3180.492188
	Iteration 111Q: 3 clusters Score -5593679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 28217 members 
Entering Unmasked Estep 
Score: -5593681.000000 Penalty: 3180.492188
	Iteration 112Q: 3 clusters Score -5593681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 28222 members 
Entering Unmasked Estep 
Score: -5593685.000000 Penalty: 3180.492188
	Iteration 113Q: 3 clusters Score -5593685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 28230 members 
Entering Unmasked Estep 
Score: -5593672.000000 Penalty: 3180.492188
	Iteration 114Q: 3 clusters Score -5593672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 28243 members 
Entering Unmasked Estep 
Score: -5593660.000000 Penalty: 3180.492188
	Iteration 115Q: 3 clusters Score -5593660 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 28258 members 
Entering Unmasked Estep 
Score: -5593672.500000 Penalty: 3180.492188
	Iteration 116Q: 3 clusters Score -5593672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 28269 members 
Entering Unmasked Estep 
Score: -5593672.500000 Penalty: 3180.492188
	Iteration 117Q: 3 clusters Score -5593672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 28281 members 
Entering Unmasked Estep 
Score: -5593665.500000 Penalty: 3180.492188
	Iteration 118Q: 3 clusters Score -5593666 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 28294 members 
Entering Unmasked Estep 
Score: -5593667.000000 Penalty: 3180.492188
	Iteration 119Q: 3 clusters Score -5593667 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 28306 members 
Entering Unmasked Estep 
Score: -5593666.500000 Penalty: 3180.492188
	Iteration 120F: 3 clusters Score -5593666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 28319 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5593666 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 28335 members 
Entering Unmasked Estep 
Score: -5593663.000000 Penalty: 3180.492188
	Iteration 122Q: 3 clusters Score -5593663 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 28358 members 
Entering Unmasked Estep 
Score: -5593662.500000 Penalty: 3180.492188
	Iteration 123Q: 3 clusters Score -5593662 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 28377 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5593663 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 28409 members 
Entering Unmasked Estep 
Score: -5593667.500000 Penalty: 3180.492188
	Iteration 125Q: 3 clusters Score -5593668 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 28435 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -5593672 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 28458 members 
Entering Unmasked Estep 
Score: -5593685.000000 Penalty: 3180.492188
	Iteration 127Q: 3 clusters Score -5593685 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 28486 members 
Entering Unmasked Estep 
Score: -5593691.500000 Penalty: 3180.492188
	Iteration 128Q: 3 clusters Score -5593692 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 28515 members 
Entering Unmasked Estep 
Score: -5593686.000000 Penalty: 3180.492188
	Iteration 129Q: 3 clusters Score -5593686 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 28542 members 
Entering Unmasked Estep 
Score: -5593689.500000 Penalty: 3180.492188
	Iteration 130Q: 3 clusters Score -5593690 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 28574 members 
Entering Unmasked Estep 
Score: -5593702.500000 Penalty: 3180.492188
	Iteration 131Q: 3 clusters Score -5593702 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 28607 members 
Entering Unmasked Estep 
Score: -5593695.000000 Penalty: 3180.492188
	Iteration 132Q: 3 clusters Score -5593695 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 28637 members 
Entering Unmasked Estep 
Score: -5593705.000000 Penalty: 3180.492188
	Iteration 133Q: 3 clusters Score -5593705 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 28674 members 
Entering Unmasked Estep 
Score: -5593698.500000 Penalty: 3180.492188
	Iteration 134Q: 3 clusters Score -5593698 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 28719 members 
Entering Unmasked Estep 
Score: -5593710.000000 Penalty: 3180.492188
	Iteration 135Q: 3 clusters Score -5593710 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 28771 members 
Entering Unmasked Estep 
Score: -5593732.500000 Penalty: 3180.492188
	Iteration 136Q: 3 clusters Score -5593732 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 28832 members 
Entering Unmasked Estep 
Score: -5593738.500000 Penalty: 3180.492188
	Iteration 137Q: 3 clusters Score -5593738 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 28887 members 
Entering Unmasked Estep 
Score: -5593736.500000 Penalty: 3180.492188
	Iteration 138Q: 3 clusters Score -5593736 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 28930 members 
Entering Unmasked Estep 
Score: -5593739.500000 Penalty: 3180.492188
	Iteration 139Q: 3 clusters Score -5593740 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 28970 members 
Entering Unmasked Estep 
Score: -5593745.500000 Penalty: 3180.492188
	Iteration 140F: 3 clusters Score -5593746 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 29008 members 
Entering Unmasked Estep 
Score: -5593744.500000 Penalty: 3180.492188
	Iteration 141Q: 3 clusters Score -5593744 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 29044 members 
Entering Unmasked Estep 
Score: -5593742.500000 Penalty: 3180.492188
	Iteration 142Q: 3 clusters Score -5593742 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 29081 members 
Entering Unmasked Estep 
Score: -5593743.000000 Penalty: 3180.492188
	Iteration 143Q: 3 clusters Score -5593743 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 29123 members 
Entering Unmasked Estep 
Score: -5593735.000000 Penalty: 3180.492188
	Iteration 144Q: 3 clusters Score -5593735 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 29155 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -5593743 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 29186 members 
Entering Unmasked Estep 
Score: -5593752.000000 Penalty: 3180.492188
	Iteration 146Q: 3 clusters Score -5593752 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 29226 members 
Entering Unmasked Estep 
Score: -5593748.000000 Penalty: 3180.492188
	Iteration 147Q: 3 clusters Score -5593748 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 29271 members 
Entering Unmasked Estep 
Score: -5593762.500000 Penalty: 3180.492188
	Iteration 148Q: 3 clusters Score -5593762 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 29316 members 
Entering Unmasked Estep 
Score: -5593768.000000 Penalty: 3180.492188
	Iteration 149Q: 3 clusters Score -5593768 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 29362 members 
Entering Unmasked Estep 
Score: -5593775.500000 Penalty: 3180.492188
	Iteration 150Q: 3 clusters Score -5593776 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 29400 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -5593768 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 29447 members 
Entering Unmasked Estep 
Score: -5593763.000000 Penalty: 3180.492188
	Iteration 152Q: 3 clusters Score -5593763 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 29481 members 
Entering Unmasked Estep 
Score: -5593758.000000 Penalty: 3180.492188
	Iteration 153Q: 3 clusters Score -5593758 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 29516 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -5593762 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 29548 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -5593774 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 29583 members 
Entering Unmasked Estep 
Score: -5593787.000000 Penalty: 3180.492188
	Iteration 156Q: 3 clusters Score -5593787 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 29613 members 
Entering Unmasked Estep 
Score: -5593804.500000 Penalty: 3180.492188
	Iteration 157Q: 3 clusters Score -5593804 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 29648 members 
Entering Unmasked Estep 
Score: -5593808.000000 Penalty: 3180.492188
	Iteration 158Q: 3 clusters Score -5593808 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 29692 members 
Entering Unmasked Estep 
Score: -5593810.500000 Penalty: 3180.492188
	Iteration 159Q: 3 clusters Score -5593810 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 29735 members 
Entering Unmasked Estep 
Score: -5593807.500000 Penalty: 3180.492188
	Iteration 160F: 3 clusters Score -5593808 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 29768 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -5593807 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 29794 members 
Entering Unmasked Estep 
Score: -5593811.000000 Penalty: 3180.492188
	Iteration 162Q: 3 clusters Score -5593811 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 29826 members 
Entering Unmasked Estep 
Score: -5593802.500000 Penalty: 3180.492188
	Iteration 163Q: 3 clusters Score -5593802 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 29857 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -5593812 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 29884 members 
Entering Unmasked Estep 
Score: -5593821.000000 Penalty: 3180.492188
	Iteration 165Q: 3 clusters Score -5593821 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 29921 members 
Entering Unmasked Estep 
Score: -5593820.500000 Penalty: 3180.492188
	Iteration 166Q: 3 clusters Score -5593820 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 29949 members 
Entering Unmasked Estep 
Score: -5593826.000000 Penalty: 3180.492188
	Iteration 167Q: 3 clusters Score -5593826 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 29982 members 
Entering Unmasked Estep 
Score: -5593829.000000 Penalty: 3180.492188
	Iteration 168Q: 3 clusters Score -5593829 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 30006 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -5593830 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 30030 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -5593838 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 30052 members 
Entering Unmasked Estep 
Score: -5593840.500000 Penalty: 3180.492188
	Iteration 171Q: 3 clusters Score -5593840 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 30075 members 
Entering Unmasked Estep 
Score: -5593849.000000 Penalty: 3180.492188
	Iteration 172Q: 3 clusters Score -5593849 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 2 contains 30092 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -5593844 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13679 members 
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Entering Unmasked Estep 
Score: -5593846.500000 Penalty: 3180.492188
	Iteration 174Q: 3 clusters Score -5593846 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 30127 members 
Entering Unmasked Estep 
Score: -5593852.000000 Penalty: 3180.492188
	Iteration 175Q: 3 clusters Score -5593852 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 2 contains 30145 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -5593845 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 2 contains 30162 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -5593848 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 30177 members 
Entering Unmasked Estep 
Score: -5593853.000000 Penalty: 3180.492188
	Iteration 178Q: 3 clusters Score -5593853 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 30182 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -5593850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 30193 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -5593847 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 30204 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -5593838 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 30212 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -5593838 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 30222 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -5593845 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 30239 members 
Entering Unmasked Estep 
Score: -5593837.000000 Penalty: 3180.492188
	Iteration 184Q: 3 clusters Score -5593837 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 30259 members 
Entering Unmasked Estep 
Score: -5593834.000000 Penalty: 3180.492188
	Iteration 185Q: 3 clusters Score -5593834 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 30275 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -5593834 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 30291 members 
Entering Unmasked Estep 
Score: -5593842.000000 Penalty: 3180.492188
	Iteration 187Q: 3 clusters Score -5593842 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 30309 members 
Entering Unmasked Estep 
Score: -5593840.500000 Penalty: 3180.492188
	Iteration 188Q: 3 clusters Score -5593840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 30318 members 
Entering Unmasked Estep 
Score: -5593850.000000 Penalty: 3180.492188
	Iteration 189Q: 3 clusters Score -5593850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 30324 members 
Entering Unmasked Estep 
Score: -5593845.500000 Penalty: 3180.492188
	Iteration 190Q: 3 clusters Score -5593846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 30333 members 
Entering Unmasked Estep 
Score: -5593845.000000 Penalty: 3180.492188
	Iteration 191Q: 3 clusters Score -5593845 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 30346 members 
Entering Unmasked Estep 
Score: -5593865.000000 Penalty: 3180.492188
	Iteration 192Q: 3 clusters Score -5593865 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 30362 members 
Entering Unmasked Estep 
Score: -5593865.000000 Penalty: 3180.492188
	Iteration 193Q: 3 clusters Score -5593865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 30368 members 
Entering Unmasked Estep 
Score: -5593864.000000 Penalty: 3180.492188
	Iteration 194Q: 3 clusters Score -5593864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 30375 members 
Entering Unmasked Estep 
Score: -5593861.500000 Penalty: 3180.492188
	Iteration 195Q: 3 clusters Score -5593862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 30381 members 
Entering Unmasked Estep 
Score: -5593861.000000 Penalty: 3180.492188
	Iteration 196Q: 3 clusters Score -5593861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 30388 members 
Entering Unmasked Estep 
Score: -5593861.500000 Penalty: 3180.492188
	Iteration 197Q: 3 clusters Score -5593862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 30395 members 
Entering Unmasked Estep 
Score: -5593855.000000 Penalty: 3180.492188
	Iteration 198Q: 3 clusters Score -5593855 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 30407 members 
Entering Unmasked Estep 
Score: -5593859.500000 Penalty: 3180.492188
	Iteration 199Q: 3 clusters Score -5593860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 30418 members 
Entering Unmasked Estep 
Score: -5593854.000000 Penalty: 3180.492188
	Iteration 200F: 3 clusters Score -5593854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 30427 members 
Entering Unmasked Estep 
Score: -5593855.000000 Penalty: 3180.492188
	Iteration 201Q: 3 clusters Score -5593855 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 30436 members 
Entering Unmasked Estep 
Score: -5593852.000000 Penalty: 3180.492188
	Iteration 202Q: 3 clusters Score -5593852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 30441 members 
Entering Unmasked Estep 
Score: -5593849.000000 Penalty: 3180.492188
	Iteration 203Q: 3 clusters Score -5593849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 30444 members 
Entering Unmasked Estep 
Score: -5593846.000000 Penalty: 3180.492188
	Iteration 204Q: 3 clusters Score -5593846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 30445 members 
Entering Unmasked Estep 
Score: -5593844.500000 Penalty: 3180.492188
	Iteration 205Q: 3 clusters Score -5593844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 30448 members 
Entering Unmasked Estep 
Score: -5593847.500000 Penalty: 3180.492188
	Iteration 206Q: 3 clusters Score -5593848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 30454 members 
Entering Unmasked Estep 
Score: -5593847.500000 Penalty: 3180.492188
	Iteration 207Q: 3 clusters Score -5593848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 30461 members 
Entering Unmasked Estep 
Score: -5593852.500000 Penalty: 3180.492188
	Iteration 208Q: 3 clusters Score -5593852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 30468 members 
Entering Unmasked Estep 
Score: -5593853.000000 Penalty: 3180.492188
	Iteration 209Q: 3 clusters Score -5593853 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 30482 members 
Entering Unmasked Estep 
Score: -5593854.500000 Penalty: 3180.492188
	Iteration 210Q: 3 clusters Score -5593854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 30493 members 
Entering Unmasked Estep 
Score: -5593859.000000 Penalty: 3180.492188
	Iteration 211Q: 3 clusters Score -5593859 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 30504 members 
Entering Unmasked Estep 
Score: -5593862.000000 Penalty: 3180.492188
	Iteration 212Q: 3 clusters Score -5593862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 30515 members 
Entering Unmasked Estep 
Score: -5593859.000000 Penalty: 3180.492188
	Iteration 213Q: 3 clusters Score -5593859 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 30527 members 
Entering Unmasked Estep 
Score: -5593864.500000 Penalty: 3180.492188
	Iteration 214Q: 3 clusters Score -5593864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 30540 members 
Entering Unmasked Estep 
Score: -5593867.500000 Penalty: 3180.492188
	Iteration 215Q: 3 clusters Score -5593868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 30553 members 
Entering Unmasked Estep 
Score: -5593867.500000 Penalty: 3180.492188
	Iteration 216Q: 3 clusters Score -5593868 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 30569 members 
Entering Unmasked Estep 
Score: -5593861.500000 Penalty: 3180.492188
	Iteration 217Q: 3 clusters Score -5593862 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 30591 members 
Entering Unmasked Estep 
Score: -5593862.000000 Penalty: 3180.492188
	Iteration 218Q: 3 clusters Score -5593862 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 30608 members 
Entering Unmasked Estep 
Score: -5593872.500000 Penalty: 3180.492188
	Iteration 219Q: 3 clusters Score -5593872 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 30631 members 
Entering Unmasked Estep 
Score: -5593868.500000 Penalty: 3180.492188
	Iteration 220F: 3 clusters Score -5593868 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 30652 members 
Entering Unmasked Estep 
Score: -5593865.000000 Penalty: 3180.492188
	Iteration 221Q: 3 clusters Score -5593865 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 30669 members 
Entering Unmasked Estep 
Score: -5593868.500000 Penalty: 3180.492188
	Iteration 222Q: 3 clusters Score -5593868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 30680 members 
Entering Unmasked Estep 
Score: -5593854.500000 Penalty: 3180.492188
	Iteration 223Q: 3 clusters Score -5593854 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 30693 members 
Entering Unmasked Estep 
Score: -5593853.000000 Penalty: 3180.492188
	Iteration 224Q: 3 clusters Score -5593853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 30700 members 
Entering Unmasked Estep 
Score: -5593859.000000 Penalty: 3180.492188
	Iteration 225Q: 3 clusters Score -5593859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 30709 members 
Entering Unmasked Estep 
Score: -5593861.500000 Penalty: 3180.492188
	Iteration 226Q: 3 clusters Score -5593862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 30713 members 
Entering Unmasked Estep 
Score: -5593867.000000 Penalty: 3180.492188
	Iteration 227Q: 3 clusters Score -5593867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 30714 members 
Entering Unmasked Estep 
Score: -5593864.500000 Penalty: 3180.492188
	Iteration 228Q: 3 clusters Score -5593864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 30714 members 
Entering Unmasked Estep 
Score: -5593864.500000 Penalty: 3180.492188
	Iteration 229F: 3 clusters Score -5593864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (29910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29910 members 
Entering Unmasked Estep 
Score: -3658390.750000 Penalty: 1533.525146
	Iteration 0F: 2 clusters Score -3658391 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -3639086.250000 Penalty: 3067.050293
	Iteration 0F: 3 clusters Score -3639086 nChanged 13394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -3646235.000000 Penalty: 3067.050293
	Iteration 1F: 3 clusters Score -3646235 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -3646649.750000 Penalty: 3067.050293
	Iteration 2Q: 3 clusters Score -3646650 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -3647019.500000 Penalty: 3067.050293
	Iteration 3Q: 3 clusters Score -3647020 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -3647334.500000 Penalty: 3067.050293
	Iteration 4Q: 3 clusters Score -3647334 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -3647604.250000 Penalty: 3067.050293
	Iteration 5Q: 3 clusters Score -3647604 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -3647857.000000 Penalty: 3067.050293
	Iteration 6Q: 3 clusters Score -3647857 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -3648160.000000 Penalty: 3067.050293
	Iteration 7Q: 3 clusters Score -3648160 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -3648463.000000 Penalty: 3067.050293
	Iteration 8Q: 3 clusters Score -3648463 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -3648842.750000 Penalty: 3067.050293
	Iteration 9Q: 3 clusters Score -3648843 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -3649316.250000 Penalty: 3067.050293
	Iteration 10Q: 3 clusters Score -3649316 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -3649945.000000 Penalty: 3067.050293
	Iteration 11Q: 3 clusters Score -3649945 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -3650712.250000 Penalty: 3067.050293
	Iteration 12Q: 3 clusters Score -3650712 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -3651643.500000 Penalty: 3067.050293
	Iteration 13Q: 3 clusters Score -3651644 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21388 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -3652524.750000 Penalty: 3067.050293
	Iteration 14Q: 3 clusters Score -3652525 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22318 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -3653346.750000 Penalty: 3067.050293
	Iteration 15Q: 3 clusters Score -3653347 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23123 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -3653928.750000 Penalty: 3067.050293
	Iteration 16Q: 3 clusters Score -3653929 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23856 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -3654453.750000 Penalty: 3067.050293
	Iteration 17Q: 3 clusters Score -3654454 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24503 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -3654864.000000 Penalty: 3067.050293
	Iteration 18Q: 3 clusters Score -3654864 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25015 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -3655189.000000 Penalty: 3067.050293
	Iteration 19Q: 3 clusters Score -3655189 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25494 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -3655464.750000 Penalty: 3067.050293
	Iteration 20F: 3 clusters Score -3655465 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -3655713.750000 Penalty: 3067.050293
	Iteration 21Q: 3 clusters Score -3655714 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26283 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -3655916.750000 Penalty: 3067.050293
	Iteration 22Q: 3 clusters Score -3655917 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26621 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -3656054.250000 Penalty: 3067.050293
	Iteration 23Q: 3 clusters Score -3656054 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26915 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -3656193.000000 Penalty: 3067.050293
	Iteration 24Q: 3 clusters Score -3656193 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27177 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -3656305.500000 Penalty: 3067.050293
	Iteration 25Q: 3 clusters Score -3656306 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27429 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -3656428.250000 Penalty: 3067.050293
	Iteration 26Q: 3 clusters Score -3656428 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27660 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -3656535.500000 Penalty: 3067.050293
	Iteration 27Q: 3 clusters Score -3656536 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27884 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -3656643.750000 Penalty: 3067.050293
	Iteration 28Q: 3 clusters Score -3656644 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28069 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -3656730.750000 Penalty: 3067.050293
	Iteration 29Q: 3 clusters Score -3656731 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28225 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -3656802.250000 Penalty: 3067.050293
	Iteration 30Q: 3 clusters Score -3656802 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28353 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -3656867.000000 Penalty: 3067.050293
	Iteration 31Q: 3 clusters Score -3656867 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28470 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -3656935.000000 Penalty: 3067.050293
	Iteration 32Q: 3 clusters Score -3656935 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28571 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -3656982.750000 Penalty: 3067.050293
	Iteration 33Q: 3 clusters Score -3656983 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28657 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -3657026.000000 Penalty: 3067.050293
	Iteration 34Q: 3 clusters Score -3657026 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28747 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -3657072.250000 Penalty: 3067.050293
	Iteration 35Q: 3 clusters Score -3657072 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28826 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -3657126.750000 Penalty: 3067.050293
	Iteration 36Q: 3 clusters Score -3657127 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28895 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -3657158.750000 Penalty: 3067.050293
	Iteration 37Q: 3 clusters Score -3657159 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28943 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -3657183.500000 Penalty: 3067.050293
	Iteration 38Q: 3 clusters Score -3657184 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28972 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -3657197.750000 Penalty: 3067.050293
	Iteration 39Q: 3 clusters Score -3657198 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29004 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -3657217.000000 Penalty: 3067.050293
	Iteration 40F: 3 clusters Score -3657217 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29036 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -3657237.000000 Penalty: 3067.050293
	Iteration 41Q: 3 clusters Score -3657237 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29064 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -3657249.750000 Penalty: 3067.050293
	Iteration 42Q: 3 clusters Score -3657250 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29090 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -3657260.250000 Penalty: 3067.050293
	Iteration 43Q: 3 clusters Score -3657260 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29107 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -3657274.000000 Penalty: 3067.050293
	Iteration 44Q: 3 clusters Score -3657274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29119 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -3657279.500000 Penalty: 3067.050293
	Iteration 45Q: 3 clusters Score -3657280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29124 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -3657279.750000 Penalty: 3067.050293
	Iteration 46Q: 3 clusters Score -3657280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29128 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -3657280.500000 Penalty: 3067.050293
	Iteration 47Q: 3 clusters Score -3657280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29129 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -3657282.500000 Penalty: 3067.050293
	Iteration 48Q: 3 clusters Score -3657282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29130 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -3657284.000000 Penalty: 3067.050293
	Iteration 49Q: 3 clusters Score -3657284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29131 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -3657286.500000 Penalty: 3067.050293
	Iteration 50Q: 3 clusters Score -3657286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29133 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -3657287.000000 Penalty: 3067.050293
	Iteration 51Q: 3 clusters Score -3657287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29138 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -3657286.750000 Penalty: 3067.050293
	Iteration 52Q: 3 clusters Score -3657287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29140 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -3657290.750000 Penalty: 3067.050293
	Iteration 53Q: 3 clusters Score -3657291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29142 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -3657288.500000 Penalty: 3067.050293
	Iteration 54Q: 3 clusters Score -3657288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29145 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -3657292.500000 Penalty: 3067.050293
	Iteration 55Q: 3 clusters Score -3657292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29151 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -3657299.000000 Penalty: 3067.050293
	Iteration 56Q: 3 clusters Score -3657299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29156 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -3657298.500000 Penalty: 3067.050293
	Iteration 57Q: 3 clusters Score -3657298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29159 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -3657299.750000 Penalty: 3067.050293
	Iteration 58Q: 3 clusters Score -3657300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29161 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -3657301.500000 Penalty: 3067.050293
	Iteration 59Q: 3 clusters Score -3657302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29163 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -3657304.500000 Penalty: 3067.050293
	Iteration 60F: 3 clusters Score -3657304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29165 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -3657307.000000 Penalty: 3067.050293
	Iteration 61Q: 3 clusters Score -3657307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29166 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -3657301.500000 Penalty: 3067.050293
	Iteration 62Q: 3 clusters Score -3657302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29166 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -3657301.500000 Penalty: 3067.050293
	Iteration 63F: 3 clusters Score -3657302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (31751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31751 members 
Entering Unmasked Estep 
Score: -4025715.500000 Penalty: 1542.413208
	Iteration 0F: 2 clusters Score -4025716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -4005012.250000 Penalty: 3084.826416
	Iteration 0F: 3 clusters Score -4005012 nChanged 14385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -4012896.000000 Penalty: 3084.826416
	Iteration 1F: 3 clusters Score -4012896 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -4013365.500000 Penalty: 3084.826416
	Iteration 2Q: 3 clusters Score -4013366 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -4013751.500000 Penalty: 3084.826416
	Iteration 3Q: 3 clusters Score -4013752 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -4014060.500000 Penalty: 3084.826416
	Iteration 4Q: 3 clusters Score -4014060 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -4014354.500000 Penalty: 3084.826416
	Iteration 5Q: 3 clusters Score -4014354 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -4014639.750000 Penalty: 3084.826416
	Iteration 6Q: 3 clusters Score -4014640 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -4014894.750000 Penalty: 3084.826416
	Iteration 7Q: 3 clusters Score -4014895 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -4015157.750000 Penalty: 3084.826416
	Iteration 8Q: 3 clusters Score -4015158 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -4015426.250000 Penalty: 3084.826416
	Iteration 9Q: 3 clusters Score -4015426 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -4015787.750000 Penalty: 3084.826416
	Iteration 10Q: 3 clusters Score -4015788 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -4016140.500000 Penalty: 3084.826416
	Iteration 11Q: 3 clusters Score -4016140 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -4016570.500000 Penalty: 3084.826416
	Iteration 12Q: 3 clusters Score -4016570 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -4017109.250000 Penalty: 3084.826416
	Iteration 13Q: 3 clusters Score -4017109 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20104 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -4017745.750000 Penalty: 3084.826416
	Iteration 14Q: 3 clusters Score -4017746 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21085 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -4018487.000000 Penalty: 3084.826416
	Iteration 15Q: 3 clusters Score -4018487 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22062 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -4019224.500000 Penalty: 3084.826416
	Iteration 16Q: 3 clusters Score -4019224 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -4019953.250000 Penalty: 3084.826416
	Iteration 17Q: 3 clusters Score -4019953 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23872 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -4020628.500000 Penalty: 3084.826416
	Iteration 18Q: 3 clusters Score -4020628 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24576 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -4021225.500000 Penalty: 3084.826416
	Iteration 19Q: 3 clusters Score -4021226 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25139 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -4021666.750000 Penalty: 3084.826416
	Iteration 20F: 3 clusters Score -4021667 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25664 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -4022072.500000 Penalty: 3084.826416
	Iteration 21Q: 3 clusters Score -4022072 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26132 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -4022339.500000 Penalty: 3084.826416
	Iteration 22Q: 3 clusters Score -4022340 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26577 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -4022605.500000 Penalty: 3084.826416
	Iteration 23Q: 3 clusters Score -4022606 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26997 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -4022851.250000 Penalty: 3084.826416
	Iteration 24Q: 3 clusters Score -4022851 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27330 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -4023005.250000 Penalty: 3084.826416
	Iteration 25Q: 3 clusters Score -4023005 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27622 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -4023136.500000 Penalty: 3084.826416
	Iteration 26Q: 3 clusters Score -4023136 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27893 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -4023265.750000 Penalty: 3084.826416
	Iteration 27Q: 3 clusters Score -4023266 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28145 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -4023364.000000 Penalty: 3084.826416
	Iteration 28Q: 3 clusters Score -4023364 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28368 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -4023445.250000 Penalty: 3084.826416
	Iteration 29Q: 3 clusters Score -4023445 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28568 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -4023512.750000 Penalty: 3084.826416
	Iteration 30Q: 3 clusters Score -4023513 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28726 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -4023575.750000 Penalty: 3084.826416
	Iteration 31Q: 3 clusters Score -4023576 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28882 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -4023635.000000 Penalty: 3084.826416
	Iteration 32Q: 3 clusters Score -4023635 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29018 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -4023698.750000 Penalty: 3084.826416
	Iteration 33Q: 3 clusters Score -4023699 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29160 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -4023754.000000 Penalty: 3084.826416
	Iteration 34Q: 3 clusters Score -4023754 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29290 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -4023793.000000 Penalty: 3084.826416
	Iteration 35Q: 3 clusters Score -4023793 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29415 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -4023842.000000 Penalty: 3084.826416
	Iteration 36Q: 3 clusters Score -4023842 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29534 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -4023882.250000 Penalty: 3084.826416
	Iteration 37Q: 3 clusters Score -4023882 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29646 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -4023911.250000 Penalty: 3084.826416
	Iteration 38Q: 3 clusters Score -4023911 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29756 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -4023949.250000 Penalty: 3084.826416
	Iteration 39Q: 3 clusters Score -4023949 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29851 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -4023999.000000 Penalty: 3084.826416
	Iteration 40F: 3 clusters Score -4023999 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29934 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -4024026.250000 Penalty: 3084.826416
	Iteration 41Q: 3 clusters Score -4024026 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30007 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -4024062.000000 Penalty: 3084.826416
	Iteration 42Q: 3 clusters Score -4024062 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30074 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -4024083.250000 Penalty: 3084.826416
	Iteration 43Q: 3 clusters Score -4024083 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30145 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -4024118.250000 Penalty: 3084.826416
	Iteration 44Q: 3 clusters Score -4024118 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30210 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -4024148.500000 Penalty: 3084.826416
	Iteration 45Q: 3 clusters Score -4024148 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30268 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -4024168.750000 Penalty: 3084.826416
	Iteration 46Q: 3 clusters Score -4024169 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30334 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -4024201.000000 Penalty: 3084.826416
	Iteration 47Q: 3 clusters Score -4024201 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30390 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -4024216.000000 Penalty: 3084.826416
	Iteration 48Q: 3 clusters Score -4024216 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30438 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -4024240.250000 Penalty: 3084.826416
	Iteration 49Q: 3 clusters Score -4024240 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30485 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -4024258.250000 Penalty: 3084.826416
	Iteration 50Q: 3 clusters Score -4024258 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30533 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -4024290.500000 Penalty: 3084.826416
	Iteration 51Q: 3 clusters Score -4024290 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30581 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -4024304.000000 Penalty: 3084.826416
	Iteration 52Q: 3 clusters Score -4024304 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30623 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -4024319.000000 Penalty: 3084.826416
	Iteration 53Q: 3 clusters Score -4024319 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30658 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -4024338.750000 Penalty: 3084.826416
	Iteration 54Q: 3 clusters Score -4024339 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30688 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -4024345.000000 Penalty: 3084.826416
	Iteration 55Q: 3 clusters Score -4024345 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30714 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -4024356.000000 Penalty: 3084.826416
	Iteration 56Q: 3 clusters Score -4024356 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30736 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -4024363.250000 Penalty: 3084.826416
	Iteration 57Q: 3 clusters Score -4024363 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30757 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -4024373.750000 Penalty: 3084.826416
	Iteration 58Q: 3 clusters Score -4024374 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30781 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -4024384.250000 Penalty: 3084.826416
	Iteration 59Q: 3 clusters Score -4024384 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30807 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -4024400.250000 Penalty: 3084.826416
	Iteration 60F: 3 clusters Score -4024400 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30831 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -4024413.250000 Penalty: 3084.826416
	Iteration 61Q: 3 clusters Score -4024413 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30848 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -4024422.250000 Penalty: 3084.826416
	Iteration 62Q: 3 clusters Score -4024422 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30860 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -4024428.500000 Penalty: 3084.826416
	Iteration 63Q: 3 clusters Score -4024428 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30874 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -4024438.500000 Penalty: 3084.826416
	Iteration 64Q: 3 clusters Score -4024438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30879 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -4024433.250000 Penalty: 3084.826416
	Iteration 65Q: 3 clusters Score -4024433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30880 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -4024436.250000 Penalty: 3084.826416
	Iteration 66Q: 3 clusters Score -4024436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30881 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -4024437.000000 Penalty: 3084.826416
	Iteration 67Q: 3 clusters Score -4024437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30883 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -4024434.500000 Penalty: 3084.826416
	Iteration 68Q: 3 clusters Score -4024434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30887 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -4024438.750000 Penalty: 3084.826416
	Iteration 69Q: 3 clusters Score -4024439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30891 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -4024436.750000 Penalty: 3084.826416
	Iteration 70Q: 3 clusters Score -4024437 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30899 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -4024440.000000 Penalty: 3084.826416
	Iteration 71Q: 3 clusters Score -4024440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30906 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -4024446.250000 Penalty: 3084.826416
	Iteration 72Q: 3 clusters Score -4024446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30915 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -4024444.500000 Penalty: 3084.826416
	Iteration 73Q: 3 clusters Score -4024444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30925 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -4024450.500000 Penalty: 3084.826416
	Iteration 74Q: 3 clusters Score -4024450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30930 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -4024453.000000 Penalty: 3084.826416
	Iteration 75Q: 3 clusters Score -4024453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30935 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -4024462.250000 Penalty: 3084.826416
	Iteration 76Q: 3 clusters Score -4024462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30940 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -4024469.500000 Penalty: 3084.826416
	Iteration 77Q: 3 clusters Score -4024470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30943 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -4024472.250000 Penalty: 3084.826416
	Iteration 78Q: 3 clusters Score -4024472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30949 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -4024470.500000 Penalty: 3084.826416
	Iteration 79Q: 3 clusters Score -4024470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30960 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -4024473.000000 Penalty: 3084.826416
	Iteration 80F: 3 clusters Score -4024473 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30968 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -4024476.250000 Penalty: 3084.826416
	Iteration 81Q: 3 clusters Score -4024476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30980 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -4024483.500000 Penalty: 3084.826416
	Iteration 82Q: 3 clusters Score -4024484 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30993 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -4024486.000000 Penalty: 3084.826416
	Iteration 83Q: 3 clusters Score -4024486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31001 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -4024487.000000 Penalty: 3084.826416
	Iteration 84Q: 3 clusters Score -4024487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31004 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -4024489.750000 Penalty: 3084.826416
	Iteration 85Q: 3 clusters Score -4024490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31007 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -4024493.500000 Penalty: 3084.826416
	Iteration 86Q: 3 clusters Score -4024494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31009 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -4024497.500000 Penalty: 3084.826416
	Iteration 87Q: 3 clusters Score -4024498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31010 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -4024501.000000 Penalty: 3084.826416
	Iteration 88Q: 3 clusters Score -4024501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31011 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -4024497.750000 Penalty: 3084.826416
	Iteration 89Q: 3 clusters Score -4024498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31012 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -4024500.000000 Penalty: 3084.826416
	Iteration 90Q: 3 clusters Score -4024500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31012 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -4024500.000000 Penalty: 3084.826416
	Iteration 91F: 3 clusters Score -4024500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Entering Unmasked Estep 
Score: -627774.000000 Penalty: 1277.703857
	Iteration 0F: 2 clusters Score -627774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -623860.875000 Penalty: 2555.407715
	Iteration 0F: 3 clusters Score -623860.9 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -625070.062500 Penalty: 2555.407715
	Iteration 1F: 3 clusters Score -625070.1 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -625291.437500 Penalty: 2555.407715
	Iteration 2F: 3 clusters Score -625291.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -625425.312500 Penalty: 2555.407715
	Iteration 3Q: 3 clusters Score -625425.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -625526.687500 Penalty: 2555.407715
	Iteration 4Q: 3 clusters Score -625526.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -625616.000000 Penalty: 2555.407715
	Iteration 5Q: 3 clusters Score -625616 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -625680.875000 Penalty: 2555.407715
	Iteration 6Q: 3 clusters Score -625680.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -625735.187500 Penalty: 2555.407715
	Iteration 7Q: 3 clusters Score -625735.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -625773.500000 Penalty: 2555.407715
	Iteration 8Q: 3 clusters Score -625773.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -625802.062500 Penalty: 2555.407715
	Iteration 9Q: 3 clusters Score -625802.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -625831.437500 Penalty: 2555.407715
	Iteration 10Q: 3 clusters Score -625831.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -625857.000000 Penalty: 2555.407715
	Iteration 11Q: 3 clusters Score -625857 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -625887.562500 Penalty: 2555.407715
	Iteration 12Q: 3 clusters Score -625887.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -625910.500000 Penalty: 2555.407715
	Iteration 13Q: 3 clusters Score -625910.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -625937.875000 Penalty: 2555.407715
	Iteration 14Q: 3 clusters Score -625937.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -625966.812500 Penalty: 2555.407715
	Iteration 15Q: 3 clusters Score -625966.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -625994.937500 Penalty: 2555.407715
	Iteration 16Q: 3 clusters Score -625994.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -626021.562500 Penalty: 2555.407715
	Iteration 17Q: 3 clusters Score -626021.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -626047.812500 Penalty: 2555.407715
	Iteration 18Q: 3 clusters Score -626047.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -626083.875000 Penalty: 2555.407715
	Iteration 19Q: 3 clusters Score -626083.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -626128.062500 Penalty: 2555.407715
	Iteration 20F: 3 clusters Score -626128.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -626174.875000 Penalty: 2555.407715
	Iteration 21Q: 3 clusters Score -626174.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -626220.375000 Penalty: 2555.407715
	Iteration 22Q: 3 clusters Score -626220.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -626264.062500 Penalty: 2555.407715
	Iteration 23Q: 3 clusters Score -626264.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -626301.500000 Penalty: 2555.407715
	Iteration 24Q: 3 clusters Score -626301.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -626339.687500 Penalty: 2555.407715
	Iteration 25Q: 3 clusters Score -626339.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -626401.687500 Penalty: 2555.407715
	Iteration 26Q: 3 clusters Score -626401.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -626483.062500 Penalty: 2555.407715
	Iteration 27Q: 3 clusters Score -626483.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -626544.812500 Penalty: 2555.407715
	Iteration 28Q: 3 clusters Score -626544.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -626602.312500 Penalty: 2555.407715
	Iteration 29Q: 3 clusters Score -626602.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -626667.937500 Penalty: 2555.407715
	Iteration 30Q: 3 clusters Score -626667.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -626722.625000 Penalty: 2555.407715
	Iteration 31Q: 3 clusters Score -626722.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -626756.437500 Penalty: 2555.407715
	Iteration 32Q: 3 clusters Score -626756.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -626800.000000 Penalty: 2555.407715
	Iteration 33Q: 3 clusters Score -626800 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -626843.875000 Penalty: 2555.407715
	Iteration 34Q: 3 clusters Score -626843.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -626885.562500 Penalty: 2555.407715
	Iteration 35Q: 3 clusters Score -626885.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -626923.812500 Penalty: 2555.407715
	Iteration 36Q: 3 clusters Score -626923.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -626953.062500 Penalty: 2555.407715
	Iteration 37Q: 3 clusters Score -626953.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -626984.937500 Penalty: 2555.407715
	Iteration 38Q: 3 clusters Score -626984.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -627016.312500 Penalty: 2555.407715
	Iteration 39Q: 3 clusters Score -627016.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -627043.812500 Penalty: 2555.407715
	Iteration 40F: 3 clusters Score -627043.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -627074.125000 Penalty: 2555.407715
	Iteration 41Q: 3 clusters Score -627074.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -627101.062500 Penalty: 2555.407715
	Iteration 42Q: 3 clusters Score -627101.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -627126.375000 Penalty: 2555.407715
	Iteration 43Q: 3 clusters Score -627126.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -627138.875000 Penalty: 2555.407715
	Iteration 44Q: 3 clusters Score -627138.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -627151.187500 Penalty: 2555.407715
	Iteration 45Q: 3 clusters Score -627151.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -627158.875000 Penalty: 2555.407715
	Iteration 46Q: 3 clusters Score -627158.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -627162.937500 Penalty: 2555.407715
	Iteration 47Q: 3 clusters Score -627162.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -627166.437500 Penalty: 2555.407715
	Iteration 48Q: 3 clusters Score -627166.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -627169.062500 Penalty: 2555.407715
	Iteration 49Q: 3 clusters Score -627169.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -627169.062500 Penalty: 2555.407715
	Iteration 50Q: 3 clusters Score -627169.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -627173.062500 Penalty: 2555.407715
	Iteration 51Q: 3 clusters Score -627173.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -627174.687500 Penalty: 2555.407715
	Iteration 52Q: 3 clusters Score -627174.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -627177.437500 Penalty: 2555.407715
	Iteration 53Q: 3 clusters Score -627177.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -627178.812500 Penalty: 2555.407715
	Iteration 54Q: 3 clusters Score -627178.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -627181.000000 Penalty: 2555.407715
	Iteration 55Q: 3 clusters Score -627181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -627183.625000 Penalty: 2555.407715
	Iteration 56Q: 3 clusters Score -627183.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -627183.687500 Penalty: 2555.407715
	Iteration 57Q: 3 clusters Score -627183.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -627184.687500 Penalty: 2555.407715
	Iteration 58Q: 3 clusters Score -627184.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -627187.437500 Penalty: 2555.407715
	Iteration 59Q: 3 clusters Score -627187.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -627188.375000 Penalty: 2555.407715
	Iteration 60F: 3 clusters Score -627188.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -627188.000000 Penalty: 2555.407715
	Iteration 61Q: 3 clusters Score -627188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -627187.875000 Penalty: 2555.407715
	Iteration 62Q: 3 clusters Score -627187.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -627189.625000 Penalty: 2555.407715
	Iteration 63Q: 3 clusters Score -627189.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -627190.000000 Penalty: 2555.407715
	Iteration 64Q: 3 clusters Score -627190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -627190.000000 Penalty: 2555.407715
	Iteration 65F: 3 clusters Score -627190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (39879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39879 members 
Entering Unmasked Estep 
Score: -5088664.500000 Penalty: 1576.328491
	Iteration 0F: 2 clusters Score -5088664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19890 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -5062939.500000 Penalty: 3152.656982
	Iteration 0F: 3 clusters Score -5062940 nChanged 18217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -5073005.000000 Penalty: 3152.656982
	Iteration 1F: 3 clusters Score -5073005 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -5073515.500000 Penalty: 3152.656982
	Iteration 2Q: 3 clusters Score -5073516 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -5074060.500000 Penalty: 3152.656982
	Iteration 3Q: 3 clusters Score -5074060 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -5074629.500000 Penalty: 3152.656982
	Iteration 4Q: 3 clusters Score -5074630 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -5075208.000000 Penalty: 3152.656982
	Iteration 5Q: 3 clusters Score -5075208 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -5075882.000000 Penalty: 3152.656982
	Iteration 6Q: 3 clusters Score -5075882 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -5076520.500000 Penalty: 3152.656982
	Iteration 7Q: 3 clusters Score -5076520 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 19055 members 
Entering Unmasked Estep 
Score: -5077267.500000 Penalty: 3152.656982
	Iteration 8Q: 3 clusters Score -5077268 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -5077935.500000 Penalty: 3152.656982
	Iteration 9Q: 3 clusters Score -5077936 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 18884 members 
Entering Unmasked Estep 
Score: -5078622.500000 Penalty: 3152.656982
	Iteration 10Q: 3 clusters Score -5078622 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -5079143.500000 Penalty: 3152.656982
	Iteration 11Q: 3 clusters Score -5079144 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -5079596.500000 Penalty: 3152.656982
	Iteration 12Q: 3 clusters Score -5079596 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -5079916.000000 Penalty: 3152.656982
	Iteration 13Q: 3 clusters Score -5079916 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -5080214.500000 Penalty: 3152.656982
	Iteration 14Q: 3 clusters Score -5080214 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 21221 members 
Entering Unmasked Estep 
Score: -5080537.500000 Penalty: 3152.656982
	Iteration 15Q: 3 clusters Score -5080538 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -5080841.000000 Penalty: 3152.656982
	Iteration 16Q: 3 clusters Score -5080841 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -5081178.000000 Penalty: 3152.656982
	Iteration 17Q: 3 clusters Score -5081178 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 24371 members 
Entering Unmasked Estep 
Score: -5081635.500000 Penalty: 3152.656982
	Iteration 18Q: 3 clusters Score -5081636 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 25745 members 
Entering Unmasked Estep 
Score: -5082207.500000 Penalty: 3152.656982
	Iteration 19Q: 3 clusters Score -5082208 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 27238 members 
Entering Unmasked Estep 
Score: -5082883.000000 Penalty: 3152.656982
	Iteration 20F: 3 clusters Score -5082883 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 28759 members 
Entering Unmasked Estep 
Score: -5083602.000000 Penalty: 3152.656982
	Iteration 21Q: 3 clusters Score -5083602 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 30235 members 
Entering Unmasked Estep 
Score: -5084321.500000 Penalty: 3152.656982
	Iteration 22Q: 3 clusters Score -5084322 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 31733 members 
Entering Unmasked Estep 
Score: -5085079.000000 Penalty: 3152.656982
	Iteration 23Q: 3 clusters Score -5085079 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 33040 members 
Entering Unmasked Estep 
Score: -5085712.000000 Penalty: 3152.656982
	Iteration 24Q: 3 clusters Score -5085712 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 34119 members 
Entering Unmasked Estep 
Score: -5086202.000000 Penalty: 3152.656982
	Iteration 25Q: 3 clusters Score -5086202 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 34989 members 
Entering Unmasked Estep 
Score: -5086601.500000 Penalty: 3152.656982
	Iteration 26Q: 3 clusters Score -5086602 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 35699 members 
Entering Unmasked Estep 
Score: -5086926.000000 Penalty: 3152.656982
	Iteration 27Q: 3 clusters Score -5086926 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 36238 members 
Entering Unmasked Estep 
Score: -5087159.500000 Penalty: 3152.656982
	Iteration 28Q: 3 clusters Score -5087160 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 36695 members 
Entering Unmasked Estep 
Score: -5087355.000000 Penalty: 3152.656982
	Iteration 29Q: 3 clusters Score -5087355 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 37041 members 
Entering Unmasked Estep 
Score: -5087489.500000 Penalty: 3152.656982
	Iteration 30Q: 3 clusters Score -5087490 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 37288 members 
Entering Unmasked Estep 
Score: -5087597.000000 Penalty: 3152.656982
	Iteration 31Q: 3 clusters Score -5087597 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 37483 members 
Entering Unmasked Estep 
Score: -5087694.000000 Penalty: 3152.656982
	Iteration 32Q: 3 clusters Score -5087694 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 37652 members 
Entering Unmasked Estep 
Score: -5087762.500000 Penalty: 3152.656982
	Iteration 33Q: 3 clusters Score -5087762 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 37791 members 
Entering Unmasked Estep 
Score: -5087818.000000 Penalty: 3152.656982
	Iteration 34Q: 3 clusters Score -5087818 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 37900 members 
Entering Unmasked Estep 
Score: -5087855.000000 Penalty: 3152.656982
	Iteration 35Q: 3 clusters Score -5087855 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 37971 members 
Entering Unmasked Estep 
Score: -5087892.000000 Penalty: 3152.656982
	Iteration 36Q: 3 clusters Score -5087892 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 38041 members 
Entering Unmasked Estep 
Score: -5087940.000000 Penalty: 3152.656982
	Iteration 37Q: 3 clusters Score -5087940 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 38095 members 
Entering Unmasked Estep 
Score: -5087949.500000 Penalty: 3152.656982
	Iteration 38Q: 3 clusters Score -5087950 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 38125 members 
Entering Unmasked Estep 
Score: -5087973.500000 Penalty: 3152.656982
	Iteration 39Q: 3 clusters Score -5087974 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 38155 members 
Entering Unmasked Estep 
Score: -5087985.500000 Penalty: 3152.656982
	Iteration 40F: 3 clusters Score -5087986 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 38190 members 
Entering Unmasked Estep 
Score: -5087992.000000 Penalty: 3152.656982
	Iteration 41Q: 3 clusters Score -5087992 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 38216 members 
Entering Unmasked Estep 
Score: -5088006.000000 Penalty: 3152.656982
	Iteration 42Q: 3 clusters Score -5088006 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 38238 members 
Entering Unmasked Estep 
Score: -5088014.500000 Penalty: 3152.656982
	Iteration 43Q: 3 clusters Score -5088014 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 38261 members 
Entering Unmasked Estep 
Score: -5088018.500000 Penalty: 3152.656982
	Iteration 44Q: 3 clusters Score -5088018 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 38278 members 
Entering Unmasked Estep 
Score: -5088021.000000 Penalty: 3152.656982
	Iteration 45Q: 3 clusters Score -5088021 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 38286 members 
Entering Unmasked Estep 
Score: -5088021.000000 Penalty: 3152.656982
	Iteration 46Q: 3 clusters Score -5088021 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 38295 members 
Entering Unmasked Estep 
Score: -5088028.000000 Penalty: 3152.656982
	Iteration 47Q: 3 clusters Score -5088028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 38304 members 
Entering Unmasked Estep 
Score: -5088025.000000 Penalty: 3152.656982
	Iteration 48Q: 3 clusters Score -5088025 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 38312 members 
Entering Unmasked Estep 
Score: -5088028.000000 Penalty: 3152.656982
	Iteration 49Q: 3 clusters Score -5088028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 38317 members 
Entering Unmasked Estep 
Score: -5088029.000000 Penalty: 3152.656982
	Iteration 50Q: 3 clusters Score -5088029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 38320 members 
Entering Unmasked Estep 
Score: -5088034.500000 Penalty: 3152.656982
	Iteration 51Q: 3 clusters Score -5088034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 38321 members 
Entering Unmasked Estep 
Score: -5088034.000000 Penalty: 3152.656982
	Iteration 52Q: 3 clusters Score -5088034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 38322 members 
Entering Unmasked Estep 
Score: -5088037.500000 Penalty: 3152.656982
	Iteration 53Q: 3 clusters Score -5088038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 38325 members 
Entering Unmasked Estep 
Score: -5088034.000000 Penalty: 3152.656982
	Iteration 54Q: 3 clusters Score -5088034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 38328 members 
Entering Unmasked Estep 
Score: -5088037.500000 Penalty: 3152.656982
	Iteration 55Q: 3 clusters Score -5088038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 38328 members 
Entering Unmasked Estep 
Score: -5088037.500000 Penalty: 3152.656982
	Iteration 56F: 3 clusters Score -5088038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (21728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Entering Unmasked Estep 
Score: -2760979.750000 Penalty: 1485.969971
	Iteration 0F: 2 clusters Score -2760980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -2746723.000000 Penalty: 2971.939941
	Iteration 0F: 3 clusters Score -2746723 nChanged 9563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -2752018.000000 Penalty: 2971.939941
	Iteration 1F: 3 clusters Score -2752018 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -2752565.750000 Penalty: 2971.939941
	Iteration 2F: 3 clusters Score -2752566 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -2753150.250000 Penalty: 2971.939941
	Iteration 3F: 3 clusters Score -2753150 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -2753765.750000 Penalty: 2971.939941
	Iteration 4F: 3 clusters Score -2753766 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -2754460.750000 Penalty: 2971.939941
	Iteration 5F: 3 clusters Score -2754461 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -2755239.250000 Penalty: 2971.939941
	Iteration 6F: 3 clusters Score -2755239 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -2756112.000000 Penalty: 2971.939941
	Iteration 7F: 3 clusters Score -2756112 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -2756951.000000 Penalty: 2971.939941
	Iteration 8F: 3 clusters Score -2756951 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
Score: -2757731.750000 Penalty: 2971.939941
	Iteration 9Q: 3 clusters Score -2757732 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -2758362.250000 Penalty: 2971.939941
	Iteration 10Q: 3 clusters Score -2758362 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -2758836.500000 Penalty: 2971.939941
	Iteration 11Q: 3 clusters Score -2758836 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
Score: -2759161.250000 Penalty: 2971.939941
	Iteration 12Q: 3 clusters Score -2759161 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -2759425.750000 Penalty: 2971.939941
	Iteration 13Q: 3 clusters Score -2759426 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -2759584.000000 Penalty: 2971.939941
	Iteration 14Q: 3 clusters Score -2759584 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
Score: -2759683.250000 Penalty: 2971.939941
	Iteration 15Q: 3 clusters Score -2759683 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -2759733.000000 Penalty: 2971.939941
	Iteration 16Q: 3 clusters Score -2759733 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
Score: -2759770.000000 Penalty: 2971.939941
	Iteration 17Q: 3 clusters Score -2759770 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -2759775.000000 Penalty: 2971.939941
	Iteration 18Q: 3 clusters Score -2759775 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -2759786.750000 Penalty: 2971.939941
	Iteration 19Q: 3 clusters Score -2759787 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 21128 members 
Entering Unmasked Estep 
Score: -2759789.500000 Penalty: 2971.939941
	Iteration 20F: 3 clusters Score -2759790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
Score: -2759791.000000 Penalty: 2971.939941
	Iteration 21Q: 3 clusters Score -2759791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -2759794.250000 Penalty: 2971.939941
	Iteration 22Q: 3 clusters Score -2759794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
Score: -2759799.250000 Penalty: 2971.939941
	Iteration 23Q: 3 clusters Score -2759799 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 21151 members 
Entering Unmasked Estep 
Score: -2759808.750000 Penalty: 2971.939941
	Iteration 24Q: 3 clusters Score -2759809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -2759811.750000 Penalty: 2971.939941
	Iteration 25Q: 3 clusters Score -2759812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -2759818.750000 Penalty: 2971.939941
	Iteration 26Q: 3 clusters Score -2759819 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -2759825.750000 Penalty: 2971.939941
	Iteration 27Q: 3 clusters Score -2759826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -2759826.000000 Penalty: 2971.939941
	Iteration 28Q: 3 clusters Score -2759826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -2759828.750000 Penalty: 2971.939941
	Iteration 29Q: 3 clusters Score -2759829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 21178 members 
Entering Unmasked Estep 
Score: -2759830.250000 Penalty: 2971.939941
	Iteration 30Q: 3 clusters Score -2759830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -2759831.500000 Penalty: 2971.939941
	Iteration 31Q: 3 clusters Score -2759832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -2759832.750000 Penalty: 2971.939941
	Iteration 32Q: 3 clusters Score -2759833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -2759831.750000 Penalty: 2971.939941
	Iteration 33Q: 3 clusters Score -2759832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -2759831.750000 Penalty: 2971.939941
	Iteration 34F: 3 clusters Score -2759832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Entering Unmasked Estep 
Score: -19590.000000 Penalty: 842.130920
	Iteration 0F: 2 clusters Score -19590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -18949.884766 Penalty: 1684.261841
	Iteration 0F: 3 clusters Score -18949.88 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -19112.367188 Penalty: 1684.261841
	Iteration 1F: 3 clusters Score -19112.37 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -19226.431641 Penalty: 1684.261841
	Iteration 2F: 3 clusters Score -19226.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -19266.810547 Penalty: 1684.261841
	Iteration 3Q: 3 clusters Score -19266.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -19339.367188 Penalty: 1684.261841
	Iteration 4Q: 3 clusters Score -19339.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -19376.919922 Penalty: 1684.261841
	Iteration 5Q: 3 clusters Score -19376.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -19378.859375 Penalty: 1684.261841
	Iteration 6Q: 3 clusters Score -19378.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -19378.859375 Penalty: 1684.261841
	Iteration 7F: 3 clusters Score -19378.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Entering Unmasked Estep 
Score: -761459.250000 Penalty: 1302.666138
	Iteration 0F: 2 clusters Score -761459.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -756933.437500 Penalty: 2605.332275
	Iteration 0F: 3 clusters Score -756933.4 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -758351.562500 Penalty: 2605.332275
	Iteration 1F: 3 clusters Score -758351.6 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -758557.562500 Penalty: 2605.332275
	Iteration 2F: 3 clusters Score -758557.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -758691.562500 Penalty: 2605.332275
	Iteration 3Q: 3 clusters Score -758691.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -758784.625000 Penalty: 2605.332275
	Iteration 4Q: 3 clusters Score -758784.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -758856.062500 Penalty: 2605.332275
	Iteration 5Q: 3 clusters Score -758856.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -758915.125000 Penalty: 2605.332275
	Iteration 6Q: 3 clusters Score -758915.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -758962.250000 Penalty: 2605.332275
	Iteration 7Q: 3 clusters Score -758962.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -758993.687500 Penalty: 2605.332275
	Iteration 8Q: 3 clusters Score -758993.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -759023.375000 Penalty: 2605.332275
	Iteration 9Q: 3 clusters Score -759023.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -759057.187500 Penalty: 2605.332275
	Iteration 10Q: 3 clusters Score -759057.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -759088.875000 Penalty: 2605.332275
	Iteration 11Q: 3 clusters Score -759088.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -759116.562500 Penalty: 2605.332275
	Iteration 12Q: 3 clusters Score -759116.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -759137.625000 Penalty: 2605.332275
	Iteration 13Q: 3 clusters Score -759137.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -759161.187500 Penalty: 2605.332275
	Iteration 14Q: 3 clusters Score -759161.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -759178.437500 Penalty: 2605.332275
	Iteration 15Q: 3 clusters Score -759178.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -759196.312500 Penalty: 2605.332275
	Iteration 16Q: 3 clusters Score -759196.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -759210.312500 Penalty: 2605.332275
	Iteration 17Q: 3 clusters Score -759210.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -759225.375000 Penalty: 2605.332275
	Iteration 18Q: 3 clusters Score -759225.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -759247.375000 Penalty: 2605.332275
	Iteration 19Q: 3 clusters Score -759247.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -759268.250000 Penalty: 2605.332275
	Iteration 20F: 3 clusters Score -759268.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -759282.250000 Penalty: 2605.332275
	Iteration 21Q: 3 clusters Score -759282.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -759297.750000 Penalty: 2605.332275
	Iteration 22Q: 3 clusters Score -759297.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -759310.812500 Penalty: 2605.332275
	Iteration 23Q: 3 clusters Score -759310.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -759322.187500 Penalty: 2605.332275
	Iteration 24Q: 3 clusters Score -759322.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -759335.625000 Penalty: 2605.332275
	Iteration 25Q: 3 clusters Score -759335.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -759347.062500 Penalty: 2605.332275
	Iteration 26Q: 3 clusters Score -759347.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -759360.875000 Penalty: 2605.332275
	Iteration 27Q: 3 clusters Score -759360.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -759375.000000 Penalty: 2605.332275
	Iteration 28Q: 3 clusters Score -759375 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -759393.000000 Penalty: 2605.332275
	Iteration 29Q: 3 clusters Score -759393 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -759419.687500 Penalty: 2605.332275
	Iteration 30Q: 3 clusters Score -759419.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -759448.812500 Penalty: 2605.332275
	Iteration 31Q: 3 clusters Score -759448.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -759481.812500 Penalty: 2605.332275
	Iteration 32Q: 3 clusters Score -759481.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -759525.062500 Penalty: 2605.332275
	Iteration 33Q: 3 clusters Score -759525.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -759574.812500 Penalty: 2605.332275
	Iteration 34Q: 3 clusters Score -759574.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -759634.937500 Penalty: 2605.332275
	Iteration 35Q: 3 clusters Score -759634.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -759691.437500 Penalty: 2605.332275
	Iteration 36Q: 3 clusters Score -759691.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -759754.000000 Penalty: 2605.332275
	Iteration 37Q: 3 clusters Score -759754 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -759816.437500 Penalty: 2605.332275
	Iteration 38Q: 3 clusters Score -759816.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -759889.187500 Penalty: 2605.332275
	Iteration 39Q: 3 clusters Score -759889.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -759959.500000 Penalty: 2605.332275
	Iteration 40F: 3 clusters Score -759959.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -760021.375000 Penalty: 2605.332275
	Iteration 41Q: 3 clusters Score -760021.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -760079.750000 Penalty: 2605.332275
	Iteration 42Q: 3 clusters Score -760079.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -760145.062500 Penalty: 2605.332275
	Iteration 43Q: 3 clusters Score -760145.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -760191.437500 Penalty: 2605.332275
	Iteration 44Q: 3 clusters Score -760191.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -760228.000000 Penalty: 2605.332275
	Iteration 45Q: 3 clusters Score -760228 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -760251.500000 Penalty: 2605.332275
	Iteration 46Q: 3 clusters Score -760251.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -760269.312500 Penalty: 2605.332275
	Iteration 47Q: 3 clusters Score -760269.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -760285.250000 Penalty: 2605.332275
	Iteration 48Q: 3 clusters Score -760285.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -760293.250000 Penalty: 2605.332275
	Iteration 49Q: 3 clusters Score -760293.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -760297.500000 Penalty: 2605.332275
	Iteration 50Q: 3 clusters Score -760297.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -760302.062500 Penalty: 2605.332275
	Iteration 51Q: 3 clusters Score -760302.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -760306.875000 Penalty: 2605.332275
	Iteration 52Q: 3 clusters Score -760306.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -760312.187500 Penalty: 2605.332275
	Iteration 53Q: 3 clusters Score -760312.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -760315.000000 Penalty: 2605.332275
	Iteration 54Q: 3 clusters Score -760315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -760315.812500 Penalty: 2605.332275
	Iteration 55Q: 3 clusters Score -760315.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -760315.937500 Penalty: 2605.332275
	Iteration 56Q: 3 clusters Score -760315.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -760318.562500 Penalty: 2605.332275
	Iteration 57Q: 3 clusters Score -760318.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -760320.437500 Penalty: 2605.332275
	Iteration 58Q: 3 clusters Score -760320.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -760320.937500 Penalty: 2605.332275
	Iteration 59Q: 3 clusters Score -760320.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -760320.937500 Penalty: 2605.332275
	Iteration 60F: 3 clusters Score -760320.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (35176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35176 members 
Entering Unmasked Estep 
Score: -4338455.000000 Penalty: 1557.656250
	Iteration 0F: 2 clusters Score -4338455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -4315608.000000 Penalty: 3115.312500
	Iteration 0F: 3 clusters Score -4315608 nChanged 15929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -4324317.000000 Penalty: 3115.312500
	Iteration 1F: 3 clusters Score -4324317 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -4324887.500000 Penalty: 3115.312500
	Iteration 2Q: 3 clusters Score -4324888 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -4325472.500000 Penalty: 3115.312500
	Iteration 3Q: 3 clusters Score -4325472 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -4326115.000000 Penalty: 3115.312500
	Iteration 4Q: 3 clusters Score -4326115 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -4326855.500000 Penalty: 3115.312500
	Iteration 5Q: 3 clusters Score -4326856 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -4327598.500000 Penalty: 3115.312500
	Iteration 6Q: 3 clusters Score -4327598 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -4328314.500000 Penalty: 3115.312500
	Iteration 7Q: 3 clusters Score -4328314 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -4328930.000000 Penalty: 3115.312500
	Iteration 8Q: 3 clusters Score -4328930 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -4329481.000000 Penalty: 3115.312500
	Iteration 9Q: 3 clusters Score -4329481 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -4330013.500000 Penalty: 3115.312500
	Iteration 10Q: 3 clusters Score -4330014 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -4330469.500000 Penalty: 3115.312500
	Iteration 11Q: 3 clusters Score -4330470 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -4330830.500000 Penalty: 3115.312500
	Iteration 12Q: 3 clusters Score -4330830 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -4331160.500000 Penalty: 3115.312500
	Iteration 13Q: 3 clusters Score -4331160 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -4331424.000000 Penalty: 3115.312500
	Iteration 14Q: 3 clusters Score -4331424 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -4331662.000000 Penalty: 3115.312500
	Iteration 15Q: 3 clusters Score -4331662 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -4331862.500000 Penalty: 3115.312500
	Iteration 16Q: 3 clusters Score -4331862 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -4332017.000000 Penalty: 3115.312500
	Iteration 17Q: 3 clusters Score -4332017 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -4332165.500000 Penalty: 3115.312500
	Iteration 18Q: 3 clusters Score -4332166 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -4332288.500000 Penalty: 3115.312500
	Iteration 19Q: 3 clusters Score -4332288 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
Score: -4332404.500000 Penalty: 3115.312500
	Iteration 20F: 3 clusters Score -4332404 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -4332512.000000 Penalty: 3115.312500
	Iteration 21Q: 3 clusters Score -4332512 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -4332616.000000 Penalty: 3115.312500
	Iteration 22Q: 3 clusters Score -4332616 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -4332717.000000 Penalty: 3115.312500
	Iteration 23Q: 3 clusters Score -4332717 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -4332840.500000 Penalty: 3115.312500
	Iteration 24Q: 3 clusters Score -4332840 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -4332964.000000 Penalty: 3115.312500
	Iteration 25Q: 3 clusters Score -4332964 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -4333110.000000 Penalty: 3115.312500
	Iteration 26Q: 3 clusters Score -4333110 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -4333246.500000 Penalty: 3115.312500
	Iteration 27Q: 3 clusters Score -4333246 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -4333394.000000 Penalty: 3115.312500
	Iteration 28Q: 3 clusters Score -4333394 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -4333564.000000 Penalty: 3115.312500
	Iteration 29Q: 3 clusters Score -4333564 nChanged 454
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4333724 nChanged 467
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Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4333858 nChanged 417
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Mstep: Class 1 contains 19192 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -4334022 nChanged 399
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	Iteration 33Q: 3 clusters Score -4334139 nChanged 364
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Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4334230 nChanged 329
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Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4334292 nChanged 329
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	Iteration 36Q: 3 clusters Score -4334396 nChanged 296
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Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4334472 nChanged 299
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Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4334530 nChanged 268
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Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4334618 nChanged 270
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Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4334688 nChanged 239
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Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4334744 nChanged 261
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	Iteration 42Q: 3 clusters Score -4334812 nChanged 269
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	Iteration 43Q: 3 clusters Score -4334861 nChanged 224
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	Iteration 45Q: 3 clusters Score -4334948 nChanged 194
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	Iteration 46Q: 3 clusters Score -4334976 nChanged 179
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	Iteration 48Q: 3 clusters Score -4335040 nChanged 173
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	Iteration 50Q: 3 clusters Score -4335098 nChanged 187
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4335128 nChanged 186
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	Iteration 52Q: 3 clusters Score -4335156 nChanged 162
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4335193 nChanged 169
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	Iteration 54Q: 3 clusters Score -4335211 nChanged 158
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	Iteration 55Q: 3 clusters Score -4335221 nChanged 154
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	Iteration 56Q: 3 clusters Score -4335260 nChanged 159
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	Iteration 58Q: 3 clusters Score -4335314 nChanged 175
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	Iteration 60F: 3 clusters Score -4335372 nChanged 154
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	Iteration 61Q: 3 clusters Score -4335381 nChanged 142
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	Iteration 62Q: 3 clusters Score -4335402 nChanged 128
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	Iteration 63Q: 3 clusters Score -4335420 nChanged 149
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	Iteration 65Q: 3 clusters Score -4335492 nChanged 143
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	Iteration 66Q: 3 clusters Score -4335498 nChanged 141
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	Iteration 67Q: 3 clusters Score -4335524 nChanged 127
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	Iteration 68Q: 3 clusters Score -4335524 nChanged 115
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	Iteration 69Q: 3 clusters Score -4335531 nChanged 117
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	Iteration 70Q: 3 clusters Score -4335540 nChanged 117
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	Iteration 71Q: 3 clusters Score -4335576 nChanged 124
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	Iteration 72Q: 3 clusters Score -4335591 nChanged 132
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	Iteration 73Q: 3 clusters Score -4335624 nChanged 123
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	Iteration 74Q: 3 clusters Score -4335648 nChanged 133
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	Iteration 75Q: 3 clusters Score -4335659 nChanged 118
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	Iteration 76Q: 3 clusters Score -4335679 nChanged 106
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	Iteration 77Q: 3 clusters Score -4335703 nChanged 108
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	Iteration 78Q: 3 clusters Score -4335720 nChanged 116
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	Iteration 79Q: 3 clusters Score -4335729 nChanged 114
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	Iteration 80F: 3 clusters Score -4335752 nChanged 111
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	Iteration 81Q: 3 clusters Score -4335776 nChanged 117
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	Iteration 82Q: 3 clusters Score -4335768 nChanged 125
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	Iteration 83Q: 3 clusters Score -4335800 nChanged 107
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	Iteration 84Q: 3 clusters Score -4335824 nChanged 111
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	Iteration 85Q: 3 clusters Score -4335851 nChanged 109
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	Iteration 86Q: 3 clusters Score -4335864 nChanged 108
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	Iteration 87Q: 3 clusters Score -4335882 nChanged 106
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	Iteration 88Q: 3 clusters Score -4335896 nChanged 108
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	Iteration 89Q: 3 clusters Score -4335910 nChanged 101
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	Iteration 90Q: 3 clusters Score -4335926 nChanged 97
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	Iteration 91Q: 3 clusters Score -4335938 nChanged 97
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	Iteration 92Q: 3 clusters Score -4335960 nChanged 95
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	Iteration 93Q: 3 clusters Score -4335975 nChanged 100
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	Iteration 94Q: 3 clusters Score -4335975 nChanged 89
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	Iteration 95Q: 3 clusters Score -4335987 nChanged 73
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	Iteration 96Q: 3 clusters Score -4335994 nChanged 76
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	Iteration 97Q: 3 clusters Score -4335990 nChanged 77
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	Iteration 98Q: 3 clusters Score -4335993 nChanged 73
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	Iteration 99Q: 3 clusters Score -4336008 nChanged 73
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	Iteration 100F: 3 clusters Score -4336018 nChanged 86
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	Iteration 101Q: 3 clusters Score -4336039 nChanged 84
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	Iteration 102Q: 3 clusters Score -4336054 nChanged 98
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	Iteration 103Q: 3 clusters Score -4336065 nChanged 100
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	Iteration 105Q: 3 clusters Score -4336116 nChanged 112
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	Iteration 106Q: 3 clusters Score -4336129 nChanged 95
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	Iteration 107Q: 3 clusters Score -4336153 nChanged 100
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	Iteration 108Q: 3 clusters Score -4336160 nChanged 96
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	Iteration 109Q: 3 clusters Score -4336183 nChanged 95
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	Iteration 110Q: 3 clusters Score -4336188 nChanged 99
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	Iteration 111Q: 3 clusters Score -4336202 nChanged 92
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	Iteration 112Q: 3 clusters Score -4336228 nChanged 99
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	Iteration 113Q: 3 clusters Score -4336234 nChanged 84
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	Iteration 114Q: 3 clusters Score -4336246 nChanged 114
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	Iteration 115Q: 3 clusters Score -4336276 nChanged 122
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	Iteration 116Q: 3 clusters Score -4336298 nChanged 125
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	Iteration 117Q: 3 clusters Score -4336322 nChanged 145
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	Iteration 118Q: 3 clusters Score -4336362 nChanged 175
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	Iteration 119Q: 3 clusters Score -4336430 nChanged 175
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	Iteration 120F: 3 clusters Score -4336472 nChanged 169
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	Iteration 121Q: 3 clusters Score -4336531 nChanged 165
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	Iteration 122Q: 3 clusters Score -4336600 nChanged 156
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	Iteration 123Q: 3 clusters Score -4336653 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32008 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -4336699.000000 Penalty: 3115.312500
	Iteration 124Q: 3 clusters Score -4336699 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32164 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -4336756.000000 Penalty: 3115.312500
	Iteration 125Q: 3 clusters Score -4336756 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32330 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -4336831.000000 Penalty: 3115.312500
	Iteration 126Q: 3 clusters Score -4336831 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32476 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -4336908.000000 Penalty: 3115.312500
	Iteration 127Q: 3 clusters Score -4336908 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32622 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -4336986.500000 Penalty: 3115.312500
	Iteration 128Q: 3 clusters Score -4336986 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32753 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -4337038.500000 Penalty: 3115.312500
	Iteration 129Q: 3 clusters Score -4337038 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32875 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -4337095.500000 Penalty: 3115.312500
	Iteration 130Q: 3 clusters Score -4337096 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32999 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -4337137.500000 Penalty: 3115.312500
	Iteration 131Q: 3 clusters Score -4337138 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33109 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -4337191.500000 Penalty: 3115.312500
	Iteration 132Q: 3 clusters Score -4337192 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33194 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -4337233.500000 Penalty: 3115.312500
	Iteration 133Q: 3 clusters Score -4337234 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33274 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -4337266.000000 Penalty: 3115.312500
	Iteration 134Q: 3 clusters Score -4337266 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33356 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -4337305.500000 Penalty: 3115.312500
	Iteration 135Q: 3 clusters Score -4337306 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33431 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -4337339.000000 Penalty: 3115.312500
	Iteration 136Q: 3 clusters Score -4337339 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33505 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -4337370.500000 Penalty: 3115.312500
	Iteration 137Q: 3 clusters Score -4337370 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33564 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -4337395.000000 Penalty: 3115.312500
	Iteration 138Q: 3 clusters Score -4337395 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33625 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -4337430.500000 Penalty: 3115.312500
	Iteration 139Q: 3 clusters Score -4337430 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33671 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -4337454.500000 Penalty: 3115.312500
	Iteration 140F: 3 clusters Score -4337454 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33703 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -4337467.000000 Penalty: 3115.312500
	Iteration 141Q: 3 clusters Score -4337467 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33728 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -4337466.500000 Penalty: 3115.312500
	Iteration 142Q: 3 clusters Score -4337466 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33742 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -4337477.500000 Penalty: 3115.312500
	Iteration 143Q: 3 clusters Score -4337478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33752 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -4337481.000000 Penalty: 3115.312500
	Iteration 144Q: 3 clusters Score -4337481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33757 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -4337478.000000 Penalty: 3115.312500
	Iteration 145Q: 3 clusters Score -4337478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33761 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -4337476.500000 Penalty: 3115.312500
	Iteration 146Q: 3 clusters Score -4337476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33762 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -4337485.000000 Penalty: 3115.312500
	Iteration 147Q: 3 clusters Score -4337485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33763 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -4337483.000000 Penalty: 3115.312500
	Iteration 148Q: 3 clusters Score -4337483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33764 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -4337484.000000 Penalty: 3115.312500
	Iteration 149Q: 3 clusters Score -4337484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33766 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -4337484.000000 Penalty: 3115.312500
	Iteration 150Q: 3 clusters Score -4337484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33766 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -4337484.000000 Penalty: 3115.312500
	Iteration 151Q: 3 clusters Score -4337484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33767 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -4337486.500000 Penalty: 3115.312500
	Iteration 152Q: 3 clusters Score -4337486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33770 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -4337485.500000 Penalty: 3115.312500
	Iteration 153Q: 3 clusters Score -4337486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33772 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -4337484.000000 Penalty: 3115.312500
	Iteration 154Q: 3 clusters Score -4337484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33775 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -4337478.000000 Penalty: 3115.312500
	Iteration 155Q: 3 clusters Score -4337478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33777 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -4337477.500000 Penalty: 3115.312500
	Iteration 156Q: 3 clusters Score -4337478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33778 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -4337475.000000 Penalty: 3115.312500
	Iteration 157Q: 3 clusters Score -4337475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33778 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -4337475.000000 Penalty: 3115.312500
	Iteration 158F: 3 clusters Score -4337475 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Entering Unmasked Estep 
Score: -230286.875000 Penalty: 1141.012329
	Iteration 0F: 2 clusters Score -230286.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -228360.890625 Penalty: 2282.024658
	Iteration 0F: 3 clusters Score -228360.9 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -228898.359375 Penalty: 2282.024658
	Iteration 1F: 3 clusters Score -228898.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -229076.109375 Penalty: 2282.024658
	Iteration 2F: 3 clusters Score -229076.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -229193.437500 Penalty: 2282.024658
	Iteration 3F: 3 clusters Score -229193.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -229291.640625 Penalty: 2282.024658
	Iteration 4Q: 3 clusters Score -229291.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -229350.828125 Penalty: 2282.024658
	Iteration 5Q: 3 clusters Score -229350.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -229391.968750 Penalty: 2282.024658
	Iteration 6Q: 3 clusters Score -229392 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -229420.390625 Penalty: 2282.024658
	Iteration 7Q: 3 clusters Score -229420.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -229448.640625 Penalty: 2282.024658
	Iteration 8Q: 3 clusters Score -229448.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -229473.359375 Penalty: 2282.024658
	Iteration 9Q: 3 clusters Score -229473.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -229485.921875 Penalty: 2282.024658
	Iteration 10Q: 3 clusters Score -229485.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -229499.437500 Penalty: 2282.024658
	Iteration 11Q: 3 clusters Score -229499.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -229508.406250 Penalty: 2282.024658
	Iteration 12Q: 3 clusters Score -229508.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -229516.078125 Penalty: 2282.024658
	Iteration 13Q: 3 clusters Score -229516.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -229521.843750 Penalty: 2282.024658
	Iteration 14Q: 3 clusters Score -229521.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -229529.171875 Penalty: 2282.024658
	Iteration 15Q: 3 clusters Score -229529.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -229531.609375 Penalty: 2282.024658
	Iteration 16Q: 3 clusters Score -229531.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -229536.109375 Penalty: 2282.024658
	Iteration 17Q: 3 clusters Score -229536.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -229538.500000 Penalty: 2282.024658
	Iteration 18Q: 3 clusters Score -229538.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -229541.062500 Penalty: 2282.024658
	Iteration 19Q: 3 clusters Score -229541.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -229544.453125 Penalty: 2282.024658
	Iteration 20F: 3 clusters Score -229544.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -229546.687500 Penalty: 2282.024658
	Iteration 21Q: 3 clusters Score -229546.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -229549.781250 Penalty: 2282.024658
	Iteration 22Q: 3 clusters Score -229549.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -229550.875000 Penalty: 2282.024658
	Iteration 23Q: 3 clusters Score -229550.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -229552.625000 Penalty: 2282.024658
	Iteration 24Q: 3 clusters Score -229552.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -229554.171875 Penalty: 2282.024658
	Iteration 25Q: 3 clusters Score -229554.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -229555.187500 Penalty: 2282.024658
	Iteration 26Q: 3 clusters Score -229555.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -229556.015625 Penalty: 2282.024658
	Iteration 27Q: 3 clusters Score -229556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -229559.437500 Penalty: 2282.024658
	Iteration 28Q: 3 clusters Score -229559.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -229563.500000 Penalty: 2282.024658
	Iteration 29Q: 3 clusters Score -229563.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -229566.078125 Penalty: 2282.024658
	Iteration 30Q: 3 clusters Score -229566.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -229567.546875 Penalty: 2282.024658
	Iteration 31Q: 3 clusters Score -229567.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -229570.000000 Penalty: 2282.024658
	Iteration 32Q: 3 clusters Score -229570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -229573.468750 Penalty: 2282.024658
	Iteration 33Q: 3 clusters Score -229573.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -229578.328125 Penalty: 2282.024658
	Iteration 34Q: 3 clusters Score -229578.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -229583.328125 Penalty: 2282.024658
	Iteration 35Q: 3 clusters Score -229583.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -229588.500000 Penalty: 2282.024658
	Iteration 36Q: 3 clusters Score -229588.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -229593.171875 Penalty: 2282.024658
	Iteration 37Q: 3 clusters Score -229593.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -229594.687500 Penalty: 2282.024658
	Iteration 38Q: 3 clusters Score -229594.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -229597.953125 Penalty: 2282.024658
	Iteration 39Q: 3 clusters Score -229598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -229598.968750 Penalty: 2282.024658
	Iteration 40F: 3 clusters Score -229599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -229600.609375 Penalty: 2282.024658
	Iteration 41Q: 3 clusters Score -229600.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -229601.921875 Penalty: 2282.024658
	Iteration 42Q: 3 clusters Score -229601.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -229603.281250 Penalty: 2282.024658
	Iteration 43Q: 3 clusters Score -229603.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -229605.156250 Penalty: 2282.024658
	Iteration 44Q: 3 clusters Score -229605.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -229606.390625 Penalty: 2282.024658
	Iteration 45Q: 3 clusters Score -229606.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -229610.593750 Penalty: 2282.024658
	Iteration 46Q: 3 clusters Score -229610.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -229613.546875 Penalty: 2282.024658
	Iteration 47Q: 3 clusters Score -229613.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -229615.812500 Penalty: 2282.024658
	Iteration 48Q: 3 clusters Score -229615.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -229617.578125 Penalty: 2282.024658
	Iteration 49Q: 3 clusters Score -229617.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -229619.546875 Penalty: 2282.024658
	Iteration 50Q: 3 clusters Score -229619.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -229620.218750 Penalty: 2282.024658
	Iteration 51Q: 3 clusters Score -229620.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -229620.218750 Penalty: 2282.024658
	Iteration 52F: 3 clusters Score -229620.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Entering Unmasked Estep 
Score: -718408.750000 Penalty: 1286.122681
	Iteration 0F: 2 clusters Score -718408.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -714332.500000 Penalty: 2572.245361
	Iteration 0F: 3 clusters Score -714332.5 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -715533.500000 Penalty: 2572.245361
	Iteration 1F: 3 clusters Score -715533.5 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -715736.812500 Penalty: 2572.245361
	Iteration 2F: 3 clusters Score -715736.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -715885.250000 Penalty: 2572.245361
	Iteration 3F: 3 clusters Score -715885.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -715970.000000 Penalty: 2572.245361
	Iteration 4Q: 3 clusters Score -715970 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -716027.687500 Penalty: 2572.245361
	Iteration 5Q: 3 clusters Score -716027.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -716070.312500 Penalty: 2572.245361
	Iteration 6Q: 3 clusters Score -716070.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -716109.187500 Penalty: 2572.245361
	Iteration 7Q: 3 clusters Score -716109.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -716151.500000 Penalty: 2572.245361
	Iteration 8Q: 3 clusters Score -716151.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -716199.250000 Penalty: 2572.245361
	Iteration 9Q: 3 clusters Score -716199.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -716253.250000 Penalty: 2572.245361
	Iteration 10Q: 3 clusters Score -716253.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -716300.000000 Penalty: 2572.245361
	Iteration 11Q: 3 clusters Score -716300 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -716337.562500 Penalty: 2572.245361
	Iteration 12Q: 3 clusters Score -716337.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -716372.937500 Penalty: 2572.245361
	Iteration 13Q: 3 clusters Score -716372.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -716412.500000 Penalty: 2572.245361
	Iteration 14Q: 3 clusters Score -716412.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -716456.750000 Penalty: 2572.245361
	Iteration 15Q: 3 clusters Score -716456.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -716500.625000 Penalty: 2572.245361
	Iteration 16Q: 3 clusters Score -716500.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -716545.187500 Penalty: 2572.245361
	Iteration 17Q: 3 clusters Score -716545.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -716604.750000 Penalty: 2572.245361
	Iteration 18Q: 3 clusters Score -716604.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -716674.125000 Penalty: 2572.245361
	Iteration 19Q: 3 clusters Score -716674.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -716741.875000 Penalty: 2572.245361
	Iteration 20F: 3 clusters Score -716741.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -716800.250000 Penalty: 2572.245361
	Iteration 21Q: 3 clusters Score -716800.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -716854.125000 Penalty: 2572.245361
	Iteration 22Q: 3 clusters Score -716854.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -716908.625000 Penalty: 2572.245361
	Iteration 23Q: 3 clusters Score -716908.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -716965.750000 Penalty: 2572.245361
	Iteration 24Q: 3 clusters Score -716965.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -717005.875000 Penalty: 2572.245361
	Iteration 25Q: 3 clusters Score -717005.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -717044.687500 Penalty: 2572.245361
	Iteration 26Q: 3 clusters Score -717044.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -717088.125000 Penalty: 2572.245361
	Iteration 27Q: 3 clusters Score -717088.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -717130.562500 Penalty: 2572.245361
	Iteration 28Q: 3 clusters Score -717130.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -717171.375000 Penalty: 2572.245361
	Iteration 29Q: 3 clusters Score -717171.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -717196.062500 Penalty: 2572.245361
	Iteration 30Q: 3 clusters Score -717196.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -717222.562500 Penalty: 2572.245361
	Iteration 31Q: 3 clusters Score -717222.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -717243.187500 Penalty: 2572.245361
	Iteration 32Q: 3 clusters Score -717243.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -717257.125000 Penalty: 2572.245361
	Iteration 33Q: 3 clusters Score -717257.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -717272.625000 Penalty: 2572.245361
	Iteration 34Q: 3 clusters Score -717272.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -717288.750000 Penalty: 2572.245361
	Iteration 35Q: 3 clusters Score -717288.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -717301.437500 Penalty: 2572.245361
	Iteration 36Q: 3 clusters Score -717301.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -717311.562500 Penalty: 2572.245361
	Iteration 37Q: 3 clusters Score -717311.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -717318.562500 Penalty: 2572.245361
	Iteration 38Q: 3 clusters Score -717318.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -717331.437500 Penalty: 2572.245361
	Iteration 39Q: 3 clusters Score -717331.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -717339.187500 Penalty: 2572.245361
	Iteration 40F: 3 clusters Score -717339.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -717345.125000 Penalty: 2572.245361
	Iteration 41Q: 3 clusters Score -717345.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -717345.375000 Penalty: 2572.245361
	Iteration 42Q: 3 clusters Score -717345.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -717346.875000 Penalty: 2572.245361
	Iteration 43Q: 3 clusters Score -717346.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -717349.062500 Penalty: 2572.245361
	Iteration 44Q: 3 clusters Score -717349.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -717350.312500 Penalty: 2572.245361
	Iteration 45Q: 3 clusters Score -717350.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -717353.687500 Penalty: 2572.245361
	Iteration 46Q: 3 clusters Score -717353.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -717354.750000 Penalty: 2572.245361
	Iteration 47Q: 3 clusters Score -717354.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -717356.000000 Penalty: 2572.245361
	Iteration 48Q: 3 clusters Score -717356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -717358.937500 Penalty: 2572.245361
	Iteration 49Q: 3 clusters Score -717358.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -717364.250000 Penalty: 2572.245361
	Iteration 50Q: 3 clusters Score -717364.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -717366.187500 Penalty: 2572.245361
	Iteration 51Q: 3 clusters Score -717366.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -717366.312500 Penalty: 2572.245361
	Iteration 52Q: 3 clusters Score -717366.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -717366.312500 Penalty: 2572.245361
	Iteration 53F: 3 clusters Score -717366.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (67619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67619 members 
Entering Unmasked Estep 
Score: -8429914.000000 Penalty: 1654.900635
	Iteration 0F: 2 clusters Score -8429914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33925 members 
Mstep: Class 2 contains 33694 members 
Entering Unmasked Estep 
Score: -8388152.500000 Penalty: 3309.801270
	Iteration 0F: 3 clusters Score -8388152 nChanged 31443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34690 members 
Mstep: Class 2 contains 32929 members 
Entering Unmasked Estep 
Score: -8406090.000000 Penalty: 3309.801270
	Iteration 1F: 3 clusters Score -8406090 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35361 members 
Mstep: Class 2 contains 32258 members 
Entering Unmasked Estep 
Score: -8406568.000000 Penalty: 3309.801270
	Iteration 2Q: 3 clusters Score -8406568 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36299 members 
Mstep: Class 2 contains 31320 members 
Entering Unmasked Estep 
Score: -8407119.000000 Penalty: 3309.801270
	Iteration 3Q: 3 clusters Score -8407119 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37648 members 
Mstep: Class 2 contains 29971 members 
Entering Unmasked Estep 
Score: -8407796.000000 Penalty: 3309.801270
	Iteration 4Q: 3 clusters Score -8407796 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39603 members 
Mstep: Class 2 contains 28016 members 
Entering Unmasked Estep 
Score: -8408577.000000 Penalty: 3309.801270
	Iteration 5Q: 3 clusters Score -8408577 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42404 members 
Mstep: Class 2 contains 25215 members 
Entering Unmasked Estep 
Score: -8409797.000000 Penalty: 3309.801270
	Iteration 6Q: 3 clusters Score -8409797 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46107 members 
Mstep: Class 2 contains 21512 members 
Entering Unmasked Estep 
Score: -8411666.000000 Penalty: 3309.801270
	Iteration 7F: 3 clusters Score -8411666 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50697 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -8414433.000000 Penalty: 3309.801270
	Iteration 8F: 3 clusters Score -8414433 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55650 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -8417890.000000 Penalty: 3309.801270
	Iteration 9F: 3 clusters Score -8417890 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60134 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -8421595.000000 Penalty: 3309.801270
	Iteration 10F: 3 clusters Score -8421595 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63532 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -8424732.000000 Penalty: 3309.801270
	Iteration 11F: 3 clusters Score -8424732 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65507 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -8426733.000000 Penalty: 3309.801270
	Iteration 12Q: 3 clusters Score -8426733 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66443 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -8427726.000000 Penalty: 3309.801270
	Iteration 13Q: 3 clusters Score -8427726 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66821 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -8428190.000000 Penalty: 3309.801270
	Iteration 14Q: 3 clusters Score -8428190 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66964 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -8428393.000000 Penalty: 3309.801270
	Iteration 15Q: 3 clusters Score -8428393 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67024 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -8428515.000000 Penalty: 3309.801270
	Iteration 16Q: 3 clusters Score -8428515 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67055 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -8428599.000000 Penalty: 3309.801270
	Iteration 17Q: 3 clusters Score -8428599 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67070 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -8428658.000000 Penalty: 3309.801270
	Iteration 18Q: 3 clusters Score -8428658 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67091 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -8428687.000000 Penalty: 3309.801270
	Iteration 19Q: 3 clusters Score -8428687 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67106 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -8428741.000000 Penalty: 3309.801270
	Iteration 20F: 3 clusters Score -8428741 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67115 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -8428759.000000 Penalty: 3309.801270
	Iteration 21Q: 3 clusters Score -8428759 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67119 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -8428771.000000 Penalty: 3309.801270
	Iteration 22Q: 3 clusters Score -8428771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67116 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -8428765.000000 Penalty: 3309.801270
	Iteration 23Q: 3 clusters Score -8428765 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67112 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -8428772.000000 Penalty: 3309.801270
	Iteration 24Q: 3 clusters Score -8428772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67111 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -8428777.000000 Penalty: 3309.801270
	Iteration 25Q: 3 clusters Score -8428777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67108 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -8428778.000000 Penalty: 3309.801270
	Iteration 26Q: 3 clusters Score -8428778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67108 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -8428778.000000 Penalty: 3309.801270
	Iteration 27F: 3 clusters Score -8428778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Entering Unmasked Estep 
Score: -1266375.500000 Penalty: 1376.848877
	Iteration 0F: 2 clusters Score -1266376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1259340.750000 Penalty: 2753.697754
	Iteration 0F: 3 clusters Score -1259341 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1261644.875000 Penalty: 2753.697754
	Iteration 1F: 3 clusters Score -1261645 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1261908.500000 Penalty: 2753.697754
	Iteration 2F: 3 clusters Score -1261908 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1262115.875000 Penalty: 2753.697754
	Iteration 3Q: 3 clusters Score -1262116 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1262302.500000 Penalty: 2753.697754
	Iteration 4Q: 3 clusters Score -1262302 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1262494.500000 Penalty: 2753.697754
	Iteration 5Q: 3 clusters Score -1262494 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1262750.625000 Penalty: 2753.697754
	Iteration 6Q: 3 clusters Score -1262751 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1263049.250000 Penalty: 2753.697754
	Iteration 7Q: 3 clusters Score -1263049 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1263399.500000 Penalty: 2753.697754
	Iteration 8Q: 3 clusters Score -1263400 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1263770.000000 Penalty: 2753.697754
	Iteration 9Q: 3 clusters Score -1263770 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1264124.375000 Penalty: 2753.697754
	Iteration 10Q: 3 clusters Score -1264124 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1264455.750000 Penalty: 2753.697754
	Iteration 11Q: 3 clusters Score -1264456 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1264749.250000 Penalty: 2753.697754
	Iteration 12Q: 3 clusters Score -1264749 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1265066.000000 Penalty: 2753.697754
	Iteration 13Q: 3 clusters Score -1265066 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1265379.750000 Penalty: 2753.697754
	Iteration 14Q: 3 clusters Score -1265380 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1265593.250000 Penalty: 2753.697754
	Iteration 15Q: 3 clusters Score -1265593 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1265713.625000 Penalty: 2753.697754
	Iteration 16Q: 3 clusters Score -1265714 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1265775.250000 Penalty: 2753.697754
	Iteration 17Q: 3 clusters Score -1265775 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1265814.500000 Penalty: 2753.697754
	Iteration 18Q: 3 clusters Score -1265814 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1265839.500000 Penalty: 2753.697754
	Iteration 19Q: 3 clusters Score -1265840 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1265849.250000 Penalty: 2753.697754
	Iteration 20F: 3 clusters Score -1265849 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1265857.375000 Penalty: 2753.697754
	Iteration 21Q: 3 clusters Score -1265857 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1265864.125000 Penalty: 2753.697754
	Iteration 22Q: 3 clusters Score -1265864 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1265871.125000 Penalty: 2753.697754
	Iteration 23Q: 3 clusters Score -1265871 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1265871.375000 Penalty: 2753.697754
	Iteration 24Q: 3 clusters Score -1265871 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1265873.125000 Penalty: 2753.697754
	Iteration 25Q: 3 clusters Score -1265873 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1265875.250000 Penalty: 2753.697754
	Iteration 26Q: 3 clusters Score -1265875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1265876.875000 Penalty: 2753.697754
	Iteration 27Q: 3 clusters Score -1265877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1265878.875000 Penalty: 2753.697754
	Iteration 28Q: 3 clusters Score -1265879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1265878.750000 Penalty: 2753.697754
	Iteration 29Q: 3 clusters Score -1265879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1265879.250000 Penalty: 2753.697754
	Iteration 30Q: 3 clusters Score -1265879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1265877.250000 Penalty: 2753.697754
	Iteration 31Q: 3 clusters Score -1265877 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1265877.250000 Penalty: 2753.697754
	Iteration 32F: 3 clusters Score -1265877 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Entering Unmasked Estep 
Score: -1492910.875000 Penalty: 1396.157715
	Iteration 0F: 2 clusters Score -1492911 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1484969.750000 Penalty: 2792.315430
	Iteration 0F: 3 clusters Score -1484970 nChanged 4986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1487516.500000 Penalty: 2792.315430
	Iteration 1F: 3 clusters Score -1487516 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1487837.250000 Penalty: 2792.315430
	Iteration 2F: 3 clusters Score -1487837 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1488081.875000 Penalty: 2792.315430
	Iteration 3Q: 3 clusters Score -1488082 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1488302.000000 Penalty: 2792.315430
	Iteration 4Q: 3 clusters Score -1488302 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1488518.750000 Penalty: 2792.315430
	Iteration 5Q: 3 clusters Score -1488519 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1488734.750000 Penalty: 2792.315430
	Iteration 6Q: 3 clusters Score -1488735 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1488964.375000 Penalty: 2792.315430
	Iteration 7Q: 3 clusters Score -1488964 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1489246.250000 Penalty: 2792.315430
	Iteration 8Q: 3 clusters Score -1489246 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1489589.000000 Penalty: 2792.315430
	Iteration 9Q: 3 clusters Score -1489589 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1489992.250000 Penalty: 2792.315430
	Iteration 10Q: 3 clusters Score -1489992 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1490419.500000 Penalty: 2792.315430
	Iteration 11Q: 3 clusters Score -1490420 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1490821.875000 Penalty: 2792.315430
	Iteration 12Q: 3 clusters Score -1490822 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1491136.750000 Penalty: 2792.315430
	Iteration 13Q: 3 clusters Score -1491137 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1491358.375000 Penalty: 2792.315430
	Iteration 14Q: 3 clusters Score -1491358 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1491504.750000 Penalty: 2792.315430
	Iteration 15Q: 3 clusters Score -1491505 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1491587.375000 Penalty: 2792.315430
	Iteration 16Q: 3 clusters Score -1491587 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1491636.500000 Penalty: 2792.315430
	Iteration 17Q: 3 clusters Score -1491636 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1491688.750000 Penalty: 2792.315430
	Iteration 18Q: 3 clusters Score -1491689 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1491720.250000 Penalty: 2792.315430
	Iteration 19Q: 3 clusters Score -1491720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1491726.625000 Penalty: 2792.315430
	Iteration 20F: 3 clusters Score -1491727 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1491734.875000 Penalty: 2792.315430
	Iteration 21Q: 3 clusters Score -1491735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1491741.375000 Penalty: 2792.315430
	Iteration 22Q: 3 clusters Score -1491741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1491748.875000 Penalty: 2792.315430
	Iteration 23Q: 3 clusters Score -1491749 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1491756.500000 Penalty: 2792.315430
	Iteration 24Q: 3 clusters Score -1491756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1491761.875000 Penalty: 2792.315430
	Iteration 25Q: 3 clusters Score -1491762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1491768.250000 Penalty: 2792.315430
	Iteration 26Q: 3 clusters Score -1491768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1491771.875000 Penalty: 2792.315430
	Iteration 27Q: 3 clusters Score -1491772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1491776.625000 Penalty: 2792.315430
	Iteration 28Q: 3 clusters Score -1491777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1491779.875000 Penalty: 2792.315430
	Iteration 29Q: 3 clusters Score -1491780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1491786.750000 Penalty: 2792.315430
	Iteration 30Q: 3 clusters Score -1491787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -1491798.000000 Penalty: 2792.315430
	Iteration 31Q: 3 clusters Score -1491798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1491799.750000 Penalty: 2792.315430
	Iteration 32Q: 3 clusters Score -1491800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -1491805.625000 Penalty: 2792.315430
	Iteration 33Q: 3 clusters Score -1491806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -1491816.125000 Penalty: 2792.315430
	Iteration 34Q: 3 clusters Score -1491816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -1491818.750000 Penalty: 2792.315430
	Iteration 35Q: 3 clusters Score -1491819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -1491818.750000 Penalty: 2792.315430
	Iteration 36F: 3 clusters Score -1491819 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Entering Unmasked Estep 
Score: -455507.437500 Penalty: 1231.186401
	Iteration 0F: 2 clusters Score -455507.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -452479.406250 Penalty: 2462.372803
	Iteration 0F: 3 clusters Score -452479.4 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -453360.875000 Penalty: 2462.372803
	Iteration 1F: 3 clusters Score -453360.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -453546.718750 Penalty: 2462.372803
	Iteration 2F: 3 clusters Score -453546.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -453650.250000 Penalty: 2462.372803
	Iteration 3Q: 3 clusters Score -453650.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -453721.687500 Penalty: 2462.372803
	Iteration 4Q: 3 clusters Score -453721.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -453772.218750 Penalty: 2462.372803
	Iteration 5Q: 3 clusters Score -453772.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -453823.843750 Penalty: 2462.372803
	Iteration 6Q: 3 clusters Score -453823.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -453863.312500 Penalty: 2462.372803
	Iteration 7Q: 3 clusters Score -453863.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -453895.093750 Penalty: 2462.372803
	Iteration 8Q: 3 clusters Score -453895.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -453930.437500 Penalty: 2462.372803
	Iteration 9Q: 3 clusters Score -453930.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -453954.312500 Penalty: 2462.372803
	Iteration 10Q: 3 clusters Score -453954.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -453977.468750 Penalty: 2462.372803
	Iteration 11Q: 3 clusters Score -453977.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -453990.375000 Penalty: 2462.372803
	Iteration 12Q: 3 clusters Score -453990.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -454003.781250 Penalty: 2462.372803
	Iteration 13Q: 3 clusters Score -454003.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -454017.875000 Penalty: 2462.372803
	Iteration 14Q: 3 clusters Score -454017.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -454025.687500 Penalty: 2462.372803
	Iteration 15Q: 3 clusters Score -454025.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -454034.406250 Penalty: 2462.372803
	Iteration 16Q: 3 clusters Score -454034.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -454042.718750 Penalty: 2462.372803
	Iteration 17Q: 3 clusters Score -454042.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -454050.281250 Penalty: 2462.372803
	Iteration 18Q: 3 clusters Score -454050.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -454056.781250 Penalty: 2462.372803
	Iteration 19Q: 3 clusters Score -454056.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -454063.812500 Penalty: 2462.372803
	Iteration 20F: 3 clusters Score -454063.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -454070.906250 Penalty: 2462.372803
	Iteration 21Q: 3 clusters Score -454070.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -454077.625000 Penalty: 2462.372803
	Iteration 22Q: 3 clusters Score -454077.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -454088.500000 Penalty: 2462.372803
	Iteration 23Q: 3 clusters Score -454088.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -454100.343750 Penalty: 2462.372803
	Iteration 24Q: 3 clusters Score -454100.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -454111.125000 Penalty: 2462.372803
	Iteration 25Q: 3 clusters Score -454111.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -454118.812500 Penalty: 2462.372803
	Iteration 26Q: 3 clusters Score -454118.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -454136.093750 Penalty: 2462.372803
	Iteration 27Q: 3 clusters Score -454136.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -454156.656250 Penalty: 2462.372803
	Iteration 28Q: 3 clusters Score -454156.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -454174.281250 Penalty: 2462.372803
	Iteration 29Q: 3 clusters Score -454174.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -454194.781250 Penalty: 2462.372803
	Iteration 30Q: 3 clusters Score -454194.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -454209.750000 Penalty: 2462.372803
	Iteration 31Q: 3 clusters Score -454209.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -454221.500000 Penalty: 2462.372803
	Iteration 32Q: 3 clusters Score -454221.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -454233.281250 Penalty: 2462.372803
	Iteration 33Q: 3 clusters Score -454233.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -454244.781250 Penalty: 2462.372803
	Iteration 34Q: 3 clusters Score -454244.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -454253.656250 Penalty: 2462.372803
	Iteration 35Q: 3 clusters Score -454253.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -454260.687500 Penalty: 2462.372803
	Iteration 36Q: 3 clusters Score -454260.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -454267.187500 Penalty: 2462.372803
	Iteration 37Q: 3 clusters Score -454267.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -454273.750000 Penalty: 2462.372803
	Iteration 38Q: 3 clusters Score -454273.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -454281.250000 Penalty: 2462.372803
	Iteration 39Q: 3 clusters Score -454281.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -454288.031250 Penalty: 2462.372803
	Iteration 40F: 3 clusters Score -454288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -454294.906250 Penalty: 2462.372803
	Iteration 41Q: 3 clusters Score -454294.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -454298.375000 Penalty: 2462.372803
	Iteration 42Q: 3 clusters Score -454298.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -454300.031250 Penalty: 2462.372803
	Iteration 43Q: 3 clusters Score -454300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -454305.562500 Penalty: 2462.372803
	Iteration 44Q: 3 clusters Score -454305.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -454311.468750 Penalty: 2462.372803
	Iteration 45Q: 3 clusters Score -454311.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -454315.156250 Penalty: 2462.372803
	Iteration 46Q: 3 clusters Score -454315.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -454319.656250 Penalty: 2462.372803
	Iteration 47Q: 3 clusters Score -454319.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -454322.875000 Penalty: 2462.372803
	Iteration 48Q: 3 clusters Score -454322.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -454324.968750 Penalty: 2462.372803
	Iteration 49Q: 3 clusters Score -454325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -454328.625000 Penalty: 2462.372803
	Iteration 50Q: 3 clusters Score -454328.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -454328.625000 Penalty: 2462.372803
	Iteration 51Q: 3 clusters Score -454328.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -454330.843750 Penalty: 2462.372803
	Iteration 52Q: 3 clusters Score -454330.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -454330.593750 Penalty: 2462.372803
	Iteration 53Q: 3 clusters Score -454330.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -454331.437500 Penalty: 2462.372803
	Iteration 54Q: 3 clusters Score -454331.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -454332.781250 Penalty: 2462.372803
	Iteration 55Q: 3 clusters Score -454332.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -454332.843750 Penalty: 2462.372803
	Iteration 56Q: 3 clusters Score -454332.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -454332.843750 Penalty: 2462.372803
	Iteration 57F: 3 clusters Score -454332.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (25777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25777 members 
Entering Unmasked Estep 
Score: -3012159.500000 Penalty: 1511.397095
	Iteration 0F: 2 clusters Score -3012160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -2995294.250000 Penalty: 3022.794189
	Iteration 0F: 3 clusters Score -2995294 nChanged 11484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -3001576.250000 Penalty: 3022.794189
	Iteration 1F: 3 clusters Score -3001576 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -3002023.750000 Penalty: 3022.794189
	Iteration 2Q: 3 clusters Score -3002024 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -3002451.750000 Penalty: 3022.794189
	Iteration 3Q: 3 clusters Score -3002452 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -3002865.500000 Penalty: 3022.794189
	Iteration 4Q: 3 clusters Score -3002866 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -3003308.250000 Penalty: 3022.794189
	Iteration 5Q: 3 clusters Score -3003308 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -3003849.750000 Penalty: 3022.794189
	Iteration 6Q: 3 clusters Score -3003850 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -3004534.250000 Penalty: 3022.794189
	Iteration 7Q: 3 clusters Score -3004534 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -3005337.250000 Penalty: 3022.794189
	Iteration 8Q: 3 clusters Score -3005337 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -3006328.000000 Penalty: 3022.794189
	Iteration 9F: 3 clusters Score -3006328 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -3007413.000000 Penalty: 3022.794189
	Iteration 10F: 3 clusters Score -3007413 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -3008463.750000 Penalty: 3022.794189
	Iteration 11F: 3 clusters Score -3008464 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 21560 members 
Entering Unmasked Estep 
Score: -3009414.000000 Penalty: 3022.794189
	Iteration 12Q: 3 clusters Score -3009414 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 22446 members 
Entering Unmasked Estep 
Score: -3010106.250000 Penalty: 3022.794189
	Iteration 13Q: 3 clusters Score -3010106 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 23086 members 
Entering Unmasked Estep 
Score: -3010561.000000 Penalty: 3022.794189
	Iteration 14Q: 3 clusters Score -3010561 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 23565 members 
Entering Unmasked Estep 
Score: -3010922.500000 Penalty: 3022.794189
	Iteration 15Q: 3 clusters Score -3010922 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 23894 members 
Entering Unmasked Estep 
Score: -3011131.750000 Penalty: 3022.794189
	Iteration 16Q: 3 clusters Score -3011132 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 24135 members 
Entering Unmasked Estep 
Score: -3011274.000000 Penalty: 3022.794189
	Iteration 17Q: 3 clusters Score -3011274 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 24321 members 
Entering Unmasked Estep 
Score: -3011354.750000 Penalty: 3022.794189
	Iteration 18Q: 3 clusters Score -3011355 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 24448 members 
Entering Unmasked Estep 
Score: -3011434.250000 Penalty: 3022.794189
	Iteration 19Q: 3 clusters Score -3011434 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 24542 members 
Entering Unmasked Estep 
Score: -3011484.750000 Penalty: 3022.794189
	Iteration 20F: 3 clusters Score -3011485 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 24620 members 
Entering Unmasked Estep 
Score: -3011514.000000 Penalty: 3022.794189
	Iteration 21Q: 3 clusters Score -3011514 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 24681 members 
Entering Unmasked Estep 
Score: -3011546.000000 Penalty: 3022.794189
	Iteration 22Q: 3 clusters Score -3011546 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 24725 members 
Entering Unmasked Estep 
Score: -3011567.750000 Penalty: 3022.794189
	Iteration 23Q: 3 clusters Score -3011568 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 24755 members 
Entering Unmasked Estep 
Score: -3011586.250000 Penalty: 3022.794189
	Iteration 24Q: 3 clusters Score -3011586 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 24778 members 
Entering Unmasked Estep 
Score: -3011596.000000 Penalty: 3022.794189
	Iteration 25Q: 3 clusters Score -3011596 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 24792 members 
Entering Unmasked Estep 
Score: -3011605.000000 Penalty: 3022.794189
	Iteration 26Q: 3 clusters Score -3011605 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 24808 members 
Entering Unmasked Estep 
Score: -3011616.500000 Penalty: 3022.794189
	Iteration 27Q: 3 clusters Score -3011616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 24816 members 
Entering Unmasked Estep 
Score: -3011614.500000 Penalty: 3022.794189
	Iteration 28Q: 3 clusters Score -3011614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 24820 members 
Entering Unmasked Estep 
Score: -3011619.000000 Penalty: 3022.794189
	Iteration 29Q: 3 clusters Score -3011619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 24825 members 
Entering Unmasked Estep 
Score: -3011616.500000 Penalty: 3022.794189
	Iteration 30Q: 3 clusters Score -3011616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 24827 members 
Entering Unmasked Estep 
Score: -3011619.750000 Penalty: 3022.794189
	Iteration 31Q: 3 clusters Score -3011620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 24832 members 
Entering Unmasked Estep 
Score: -3011624.500000 Penalty: 3022.794189
	Iteration 32Q: 3 clusters Score -3011624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 24836 members 
Entering Unmasked Estep 
Score: -3011624.000000 Penalty: 3022.794189
	Iteration 33Q: 3 clusters Score -3011624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 24838 members 
Entering Unmasked Estep 
Score: -3011628.250000 Penalty: 3022.794189
	Iteration 34Q: 3 clusters Score -3011628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 24841 members 
Entering Unmasked Estep 
Score: -3011629.750000 Penalty: 3022.794189
	Iteration 35Q: 3 clusters Score -3011630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
Score: -3011632.000000 Penalty: 3022.794189
	Iteration 36Q: 3 clusters Score -3011632 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 24859 members 
Entering Unmasked Estep 
Score: -3011637.500000 Penalty: 3022.794189
	Iteration 37Q: 3 clusters Score -3011638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 24868 members 
Entering Unmasked Estep 
Score: -3011642.000000 Penalty: 3022.794189
	Iteration 38Q: 3 clusters Score -3011642 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 24876 members 
Entering Unmasked Estep 
Score: -3011650.250000 Penalty: 3022.794189
	Iteration 39Q: 3 clusters Score -3011650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 24887 members 
Entering Unmasked Estep 
Score: -3011652.500000 Penalty: 3022.794189
	Iteration 40F: 3 clusters Score -3011652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 24890 members 
Entering Unmasked Estep 
Score: -3011656.000000 Penalty: 3022.794189
	Iteration 41Q: 3 clusters Score -3011656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 24896 members 
Entering Unmasked Estep 
Score: -3011660.750000 Penalty: 3022.794189
	Iteration 42Q: 3 clusters Score -3011661 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 24903 members 
Entering Unmasked Estep 
Score: -3011667.250000 Penalty: 3022.794189
	Iteration 43Q: 3 clusters Score -3011667 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 24912 members 
Entering Unmasked Estep 
Score: -3011675.750000 Penalty: 3022.794189
	Iteration 44Q: 3 clusters Score -3011676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 24922 members 
Entering Unmasked Estep 
Score: -3011684.250000 Penalty: 3022.794189
	Iteration 45Q: 3 clusters Score -3011684 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 24930 members 
Entering Unmasked Estep 
Score: -3011694.750000 Penalty: 3022.794189
	Iteration 46Q: 3 clusters Score -3011695 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 24937 members 
Entering Unmasked Estep 
Score: -3011707.000000 Penalty: 3022.794189
	Iteration 47Q: 3 clusters Score -3011707 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 24945 members 
Entering Unmasked Estep 
Score: -3011727.750000 Penalty: 3022.794189
	Iteration 48Q: 3 clusters Score -3011728 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 24951 members 
Entering Unmasked Estep 
Score: -3011747.000000 Penalty: 3022.794189
	Iteration 49Q: 3 clusters Score -3011747 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
Score: -3011761.750000 Penalty: 3022.794189
	Iteration 50Q: 3 clusters Score -3011762 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
Score: -3011770.750000 Penalty: 3022.794189
	Iteration 51Q: 3 clusters Score -3011771 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 24952 members 
Entering Unmasked Estep 
Score: -3011775.250000 Penalty: 3022.794189
	Iteration 52Q: 3 clusters Score -3011775 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 24945 members 
Entering Unmasked Estep 
Score: -3011778.500000 Penalty: 3022.794189
	Iteration 53Q: 3 clusters Score -3011778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 24938 members 
Entering Unmasked Estep 
Score: -3011784.500000 Penalty: 3022.794189
	Iteration 54Q: 3 clusters Score -3011784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 24934 members 
Entering Unmasked Estep 
Score: -3011790.000000 Penalty: 3022.794189
	Iteration 55Q: 3 clusters Score -3011790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 24931 members 
Entering Unmasked Estep 
Score: -3011792.000000 Penalty: 3022.794189
	Iteration 56Q: 3 clusters Score -3011792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 24929 members 
Entering Unmasked Estep 
Score: -3011789.250000 Penalty: 3022.794189
	Iteration 57Q: 3 clusters Score -3011789 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 24929 members 
Entering Unmasked Estep 
Score: -3011789.250000 Penalty: 3022.794189
	Iteration 58F: 3 clusters Score -3011789 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Entering Unmasked Estep 
Score: -1276543.125000 Penalty: 1377.190674
	Iteration 0F: 2 clusters Score -1276543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1269503.500000 Penalty: 2754.381348
	Iteration 0F: 3 clusters Score -1269504 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1272042.375000 Penalty: 2754.381348
	Iteration 1F: 3 clusters Score -1272042 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1272506.625000 Penalty: 2754.381348
	Iteration 2F: 3 clusters Score -1272507 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1272884.250000 Penalty: 2754.381348
	Iteration 3F: 3 clusters Score -1272884 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1273238.000000 Penalty: 2754.381348
	Iteration 4F: 3 clusters Score -1273238 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1273567.125000 Penalty: 2754.381348
	Iteration 5Q: 3 clusters Score -1273567 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1273890.000000 Penalty: 2754.381348
	Iteration 6Q: 3 clusters Score -1273890 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1274227.000000 Penalty: 2754.381348
	Iteration 7Q: 3 clusters Score -1274227 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1274530.250000 Penalty: 2754.381348
	Iteration 8Q: 3 clusters Score -1274530 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1274779.875000 Penalty: 2754.381348
	Iteration 9Q: 3 clusters Score -1274780 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1274994.750000 Penalty: 2754.381348
	Iteration 10Q: 3 clusters Score -1274995 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1275145.250000 Penalty: 2754.381348
	Iteration 11Q: 3 clusters Score -1275145 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1275244.000000 Penalty: 2754.381348
	Iteration 12Q: 3 clusters Score -1275244 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1275304.250000 Penalty: 2754.381348
	Iteration 13Q: 3 clusters Score -1275304 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1275347.625000 Penalty: 2754.381348
	Iteration 14Q: 3 clusters Score -1275348 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1275382.875000 Penalty: 2754.381348
	Iteration 15Q: 3 clusters Score -1275383 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1275412.125000 Penalty: 2754.381348
	Iteration 16Q: 3 clusters Score -1275412 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1275447.375000 Penalty: 2754.381348
	Iteration 17Q: 3 clusters Score -1275447 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1275468.125000 Penalty: 2754.381348
	Iteration 18Q: 3 clusters Score -1275468 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1275478.375000 Penalty: 2754.381348
	Iteration 19Q: 3 clusters Score -1275478 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1275496.625000 Penalty: 2754.381348
	Iteration 20F: 3 clusters Score -1275497 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1275501.500000 Penalty: 2754.381348
	Iteration 21Q: 3 clusters Score -1275502 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1275510.250000 Penalty: 2754.381348
	Iteration 22Q: 3 clusters Score -1275510 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1275517.500000 Penalty: 2754.381348
	Iteration 23Q: 3 clusters Score -1275518 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1275518.125000 Penalty: 2754.381348
	Iteration 24Q: 3 clusters Score -1275518 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1275529.750000 Penalty: 2754.381348
	Iteration 25Q: 3 clusters Score -1275530 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1275538.000000 Penalty: 2754.381348
	Iteration 26Q: 3 clusters Score -1275538 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1275544.000000 Penalty: 2754.381348
	Iteration 27Q: 3 clusters Score -1275544 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1275552.625000 Penalty: 2754.381348
	Iteration 28Q: 3 clusters Score -1275553 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1275559.625000 Penalty: 2754.381348
	Iteration 29Q: 3 clusters Score -1275560 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1275569.875000 Penalty: 2754.381348
	Iteration 30Q: 3 clusters Score -1275570 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1275576.125000 Penalty: 2754.381348
	Iteration 31Q: 3 clusters Score -1275576 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1275583.000000 Penalty: 2754.381348
	Iteration 32Q: 3 clusters Score -1275583 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1275587.625000 Penalty: 2754.381348
	Iteration 33Q: 3 clusters Score -1275588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1275587.875000 Penalty: 2754.381348
	Iteration 34Q: 3 clusters Score -1275588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1275589.625000 Penalty: 2754.381348
	Iteration 35Q: 3 clusters Score -1275590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1275591.250000 Penalty: 2754.381348
	Iteration 36Q: 3 clusters Score -1275591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1275592.500000 Penalty: 2754.381348
	Iteration 37Q: 3 clusters Score -1275592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1275590.250000 Penalty: 2754.381348
	Iteration 38Q: 3 clusters Score -1275590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1275591.500000 Penalty: 2754.381348
	Iteration 39Q: 3 clusters Score -1275592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1275593.500000 Penalty: 2754.381348
	Iteration 40F: 3 clusters Score -1275594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1275595.875000 Penalty: 2754.381348
	Iteration 41Q: 3 clusters Score -1275596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1275598.250000 Penalty: 2754.381348
	Iteration 42Q: 3 clusters Score -1275598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1275597.875000 Penalty: 2754.381348
	Iteration 43Q: 3 clusters Score -1275598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1275599.875000 Penalty: 2754.381348
	Iteration 44Q: 3 clusters Score -1275600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1275603.500000 Penalty: 2754.381348
	Iteration 45Q: 3 clusters Score -1275604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1275604.125000 Penalty: 2754.381348
	Iteration 46Q: 3 clusters Score -1275604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1275604.750000 Penalty: 2754.381348
	Iteration 47Q: 3 clusters Score -1275605 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1275606.625000 Penalty: 2754.381348
	Iteration 48Q: 3 clusters Score -1275607 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1275609.875000 Penalty: 2754.381348
	Iteration 49Q: 3 clusters Score -1275610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1275611.625000 Penalty: 2754.381348
	Iteration 50Q: 3 clusters Score -1275612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1275612.000000 Penalty: 2754.381348
	Iteration 51Q: 3 clusters Score -1275612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1275613.625000 Penalty: 2754.381348
	Iteration 52Q: 3 clusters Score -1275614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1275613.125000 Penalty: 2754.381348
	Iteration 53Q: 3 clusters Score -1275613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1275615.125000 Penalty: 2754.381348
	Iteration 54Q: 3 clusters Score -1275615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1275621.625000 Penalty: 2754.381348
	Iteration 55Q: 3 clusters Score -1275622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1275619.250000 Penalty: 2754.381348
	Iteration 56Q: 3 clusters Score -1275619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1275622.125000 Penalty: 2754.381348
	Iteration 57Q: 3 clusters Score -1275622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1275623.750000 Penalty: 2754.381348
	Iteration 58Q: 3 clusters Score -1275624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1275624.000000 Penalty: 2754.381348
	Iteration 59Q: 3 clusters Score -1275624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1275624.250000 Penalty: 2754.381348
	Iteration 60F: 3 clusters Score -1275624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1275623.000000 Penalty: 2754.381348
	Iteration 61Q: 3 clusters Score -1275623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1275623.000000 Penalty: 2754.381348
	Iteration 62F: 3 clusters Score -1275623 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -29724.246094 Penalty: 862.000427
	Iteration 0F: 2 clusters Score -29724.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -29027.826172 Penalty: 1724.000854
	Iteration 0F: 3 clusters Score -29027.83 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -29226.947266 Penalty: 1724.000854
	Iteration 1F: 3 clusters Score -29226.95 nChanged 19
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: -29315.851562 Penalty: 1724.000854
	Iteration 2F: 3 clusters Score -29315.85 nChanged 12
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: -29399.720703 Penalty: 1724.000854
	Iteration 3Q: 3 clusters Score -29399.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -29517.583984 Penalty: 1724.000854
	Iteration 4Q: 3 clusters Score -29517.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -29633.558594 Penalty: 1724.000854
	Iteration 5Q: 3 clusters Score -29633.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -29668.830078 Penalty: 1724.000854
	Iteration 6Q: 3 clusters Score -29668.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -29698.203125 Penalty: 1724.000854
	Iteration 7Q: 3 clusters Score -29698.2 nChanged 3
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: -29711.011719 Penalty: 1724.000854
	Iteration 8Q: 3 clusters Score -29711.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -29723.056641 Penalty: 1724.000854
	Iteration 9Q: 3 clusters Score -29723.06 nChanged 4
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: -29756.894531 Penalty: 1724.000854
	Iteration 10Q: 3 clusters Score -29756.89 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: -29763.750000 Penalty: 1724.000854
	Iteration 11Q: 3 clusters Score -29763.75 nChanged 0
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: -29766.238281 Penalty: 1724.000854
	Iteration 12F: 3 clusters Score -29766.24 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: -29779.906250 Penalty: 1724.000854
	Iteration 13Q: 3 clusters Score -29779.91 nChanged 1
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: -29788.486328 Penalty: 1724.000854
	Iteration 14Q: 3 clusters Score -29788.49 nChanged 0
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: -29788.486328 Penalty: 1724.000854
	Iteration 15F: 3 clusters Score -29788.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 43669 members 
Mstep: Class 2 contains 12226 members 
Mstep: Class 3 contains 43789 members 
Mstep: Class 4 contains 29910 members 
Mstep: Class 5 contains 31751 members 
Mstep: Class 6 contains 5360 members 
Mstep: Class 7 contains 39879 members 
Mstep: Class 8 contains 21728 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6339 members 
Mstep: Class 11 contains 35176 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67619 members 
Mstep: Class 15 contains 10436 members 
Mstep: Class 16 contains 11882 members 
Mstep: Class 17 contains 3921 members 
Mstep: Class 18 contains 25777 members 
Mstep: Class 19 contains 10460 members 
Mstep: Class 20 contains 189 members 
Mstep: Class 21 contains 5671 members 
Mstep: Class 22 contains 15035 members 
Mstep: Class 23 contains 19366 members 
Mstep: Class 24 contains 3642 members 
Mstep: Class 25 contains 14874 members 
Mstep: Class 26 contains 5412 members 
Mstep: Class 27 contains 12025 members 
Mstep: Class 28 contains 11939 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16098 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6910 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10546 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 51838 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Mstep: Class 45 contains 49300 members 
Mstep: Class 46 contains 139 members 
Entering Unmasked Estep 
Score: -81029520.000000 Penalty: 91791.593750
Splitting cluster 20 changes total score from -81030560.000000 to -81029520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (5671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Entering Unmasked Estep 
Score: -681050.250000 Penalty: 1286.096436
	Iteration 0F: 2 clusters Score -681050.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -676959.625000 Penalty: 2572.192871
	Iteration 0F: 3 clusters Score -676959.6 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -678161.312500 Penalty: 2572.192871
	Iteration 1F: 3 clusters Score -678161.3 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -678383.312500 Penalty: 2572.192871
	Iteration 2F: 3 clusters Score -678383.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -678539.562500 Penalty: 2572.192871
	Iteration 3Q: 3 clusters Score -678539.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -678671.437500 Penalty: 2572.192871
	Iteration 4Q: 3 clusters Score -678671.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -678775.250000 Penalty: 2572.192871
	Iteration 5Q: 3 clusters Score -678775.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -678875.250000 Penalty: 2572.192871
	Iteration 6Q: 3 clusters Score -678875.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -678972.250000 Penalty: 2572.192871
	Iteration 7Q: 3 clusters Score -678972.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -679058.937500 Penalty: 2572.192871
	Iteration 8Q: 3 clusters Score -679058.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -679132.250000 Penalty: 2572.192871
	Iteration 9Q: 3 clusters Score -679132.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -679199.750000 Penalty: 2572.192871
	Iteration 10Q: 3 clusters Score -679199.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -679273.750000 Penalty: 2572.192871
	Iteration 11Q: 3 clusters Score -679273.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -679354.375000 Penalty: 2572.192871
	Iteration 12Q: 3 clusters Score -679354.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -679436.375000 Penalty: 2572.192871
	Iteration 13Q: 3 clusters Score -679436.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -679505.500000 Penalty: 2572.192871
	Iteration 14Q: 3 clusters Score -679505.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -679574.625000 Penalty: 2572.192871
	Iteration 15Q: 3 clusters Score -679574.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -679634.062500 Penalty: 2572.192871
	Iteration 16Q: 3 clusters Score -679634.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -679693.875000 Penalty: 2572.192871
	Iteration 17Q: 3 clusters Score -679693.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -679775.375000 Penalty: 2572.192871
	Iteration 18Q: 3 clusters Score -679775.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -679857.937500 Penalty: 2572.192871
	Iteration 19Q: 3 clusters Score -679857.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -679929.562500 Penalty: 2572.192871
	Iteration 20F: 3 clusters Score -679929.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -679977.875000 Penalty: 2572.192871
	Iteration 21Q: 3 clusters Score -679977.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -680007.562500 Penalty: 2572.192871
	Iteration 22Q: 3 clusters Score -680007.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -680024.062500 Penalty: 2572.192871
	Iteration 23Q: 3 clusters Score -680024.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -680042.625000 Penalty: 2572.192871
	Iteration 24Q: 3 clusters Score -680042.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -680053.250000 Penalty: 2572.192871
	Iteration 25Q: 3 clusters Score -680053.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -680062.250000 Penalty: 2572.192871
	Iteration 26Q: 3 clusters Score -680062.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -680066.687500 Penalty: 2572.192871
	Iteration 27Q: 3 clusters Score -680066.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -680068.812500 Penalty: 2572.192871
	Iteration 28Q: 3 clusters Score -680068.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -680068.875000 Penalty: 2572.192871
	Iteration 29Q: 3 clusters Score -680068.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -680069.562500 Penalty: 2572.192871
	Iteration 30Q: 3 clusters Score -680069.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -680069.062500 Penalty: 2572.192871
	Iteration 31Q: 3 clusters Score -680069.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -680070.312500 Penalty: 2572.192871
	Iteration 32Q: 3 clusters Score -680070.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -680071.687500 Penalty: 2572.192871
	Iteration 33Q: 3 clusters Score -680071.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -680070.187500 Penalty: 2572.192871
	Iteration 34Q: 3 clusters Score -680070.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -680071.250000 Penalty: 2572.192871
	Iteration 35Q: 3 clusters Score -680071.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -680072.875000 Penalty: 2572.192871
	Iteration 36Q: 3 clusters Score -680072.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -680074.625000 Penalty: 2572.192871
	Iteration 37Q: 3 clusters Score -680074.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -680073.750000 Penalty: 2572.192871
	Iteration 38Q: 3 clusters Score -680073.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -680075.062500 Penalty: 2572.192871
	Iteration 39Q: 3 clusters Score -680075.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -680075.062500 Penalty: 2572.192871
	Iteration 40F: 3 clusters Score -680075.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (15035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Entering Unmasked Estep 
Score: -1853986.000000 Penalty: 1431.178711
	Iteration 0F: 2 clusters Score -1853986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1844052.375000 Penalty: 2862.357422
	Iteration 0F: 3 clusters Score -1844052 nChanged 6453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1847469.125000 Penalty: 2862.357422
	Iteration 1F: 3 clusters Score -1847469 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1847805.375000 Penalty: 2862.357422
	Iteration 2F: 3 clusters Score -1847805 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1848060.125000 Penalty: 2862.357422
	Iteration 3Q: 3 clusters Score -1848060 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1848304.500000 Penalty: 2862.357422
	Iteration 4Q: 3 clusters Score -1848304 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1848510.875000 Penalty: 2862.357422
	Iteration 5Q: 3 clusters Score -1848511 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1848741.000000 Penalty: 2862.357422
	Iteration 6Q: 3 clusters Score -1848741 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1848987.125000 Penalty: 2862.357422
	Iteration 7Q: 3 clusters Score -1848987 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1849294.625000 Penalty: 2862.357422
	Iteration 8Q: 3 clusters Score -1849295 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1849643.875000 Penalty: 2862.357422
	Iteration 9Q: 3 clusters Score -1849644 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1850031.250000 Penalty: 2862.357422
	Iteration 10Q: 3 clusters Score -1850031 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1850464.375000 Penalty: 2862.357422
	Iteration 11Q: 3 clusters Score -1850464 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1850923.375000 Penalty: 2862.357422
	Iteration 12Q: 3 clusters Score -1850923 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1851393.875000 Penalty: 2862.357422
	Iteration 13Q: 3 clusters Score -1851394 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1851751.875000 Penalty: 2862.357422
	Iteration 14Q: 3 clusters Score -1851752 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1852089.375000 Penalty: 2862.357422
	Iteration 15Q: 3 clusters Score -1852089 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1852374.875000 Penalty: 2862.357422
	Iteration 16Q: 3 clusters Score -1852375 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1852611.875000 Penalty: 2862.357422
	Iteration 17Q: 3 clusters Score -1852612 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1852756.750000 Penalty: 2862.357422
	Iteration 18Q: 3 clusters Score -1852757 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1852874.125000 Penalty: 2862.357422
	Iteration 19Q: 3 clusters Score -1852874 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1852949.125000 Penalty: 2862.357422
	Iteration 20F: 3 clusters Score -1852949 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1853010.625000 Penalty: 2862.357422
	Iteration 21Q: 3 clusters Score -1853011 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1853035.375000 Penalty: 2862.357422
	Iteration 22Q: 3 clusters Score -1853035 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1853058.125000 Penalty: 2862.357422
	Iteration 23Q: 3 clusters Score -1853058 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1853070.875000 Penalty: 2862.357422
	Iteration 24Q: 3 clusters Score -1853071 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1853078.750000 Penalty: 2862.357422
	Iteration 25Q: 3 clusters Score -1853079 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1853086.875000 Penalty: 2862.357422
	Iteration 26Q: 3 clusters Score -1853087 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1853090.750000 Penalty: 2862.357422
	Iteration 27Q: 3 clusters Score -1853091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1853095.375000 Penalty: 2862.357422
	Iteration 28Q: 3 clusters Score -1853095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1853094.625000 Penalty: 2862.357422
	Iteration 29Q: 3 clusters Score -1853095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1853093.750000 Penalty: 2862.357422
	Iteration 30Q: 3 clusters Score -1853094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1853094.750000 Penalty: 2862.357422
	Iteration 31Q: 3 clusters Score -1853095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1853099.375000 Penalty: 2862.357422
	Iteration 32Q: 3 clusters Score -1853099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1853098.625000 Penalty: 2862.357422
	Iteration 33Q: 3 clusters Score -1853099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1853098.625000 Penalty: 2862.357422
	Iteration 34Q: 3 clusters Score -1853099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1853099.875000 Penalty: 2862.357422
	Iteration 35Q: 3 clusters Score -1853100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1853101.625000 Penalty: 2862.357422
	Iteration 36Q: 3 clusters Score -1853102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1853100.375000 Penalty: 2862.357422
	Iteration 37Q: 3 clusters Score -1853100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1853102.500000 Penalty: 2862.357422
	Iteration 38Q: 3 clusters Score -1853102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1853101.125000 Penalty: 2862.357422
	Iteration 39Q: 3 clusters Score -1853101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1853101.125000 Penalty: 2862.357422
	Iteration 40F: 3 clusters Score -1853101 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (19366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Entering Unmasked Estep 
Score: -2453905.000000 Penalty: 1468.845581
	Iteration 0F: 2 clusters Score -2453905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -2441422.500000 Penalty: 2937.691162
	Iteration 0F: 3 clusters Score -2441422 nChanged 8291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -2445873.500000 Penalty: 2937.691162
	Iteration 1F: 3 clusters Score -2445874 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -2446365.500000 Penalty: 2937.691162
	Iteration 2F: 3 clusters Score -2446366 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -2446836.000000 Penalty: 2937.691162
	Iteration 3F: 3 clusters Score -2446836 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -2447334.000000 Penalty: 2937.691162
	Iteration 4F: 3 clusters Score -2447334 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -2447950.500000 Penalty: 2937.691162
	Iteration 5F: 3 clusters Score -2447950 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -2448580.500000 Penalty: 2937.691162
	Iteration 6F: 3 clusters Score -2448580 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -2449196.250000 Penalty: 2937.691162
	Iteration 7F: 3 clusters Score -2449196 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -2449801.500000 Penalty: 2937.691162
	Iteration 8Q: 3 clusters Score -2449802 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -2450359.750000 Penalty: 2937.691162
	Iteration 9Q: 3 clusters Score -2450360 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -2450850.000000 Penalty: 2937.691162
	Iteration 10Q: 3 clusters Score -2450850 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -2451275.250000 Penalty: 2937.691162
	Iteration 11Q: 3 clusters Score -2451275 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -2451612.000000 Penalty: 2937.691162
	Iteration 12Q: 3 clusters Score -2451612 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -2451827.750000 Penalty: 2937.691162
	Iteration 13Q: 3 clusters Score -2451828 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -2451979.250000 Penalty: 2937.691162
	Iteration 14Q: 3 clusters Score -2451979 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -2452096.000000 Penalty: 2937.691162
	Iteration 15Q: 3 clusters Score -2452096 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -2452178.250000 Penalty: 2937.691162
	Iteration 16Q: 3 clusters Score -2452178 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -2452246.000000 Penalty: 2937.691162
	Iteration 17Q: 3 clusters Score -2452246 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -2452294.250000 Penalty: 2937.691162
	Iteration 18Q: 3 clusters Score -2452294 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -2452337.750000 Penalty: 2937.691162
	Iteration 19Q: 3 clusters Score -2452338 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -2452373.500000 Penalty: 2937.691162
	Iteration 20F: 3 clusters Score -2452374 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -2452397.000000 Penalty: 2937.691162
	Iteration 21Q: 3 clusters Score -2452397 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -2452421.000000 Penalty: 2937.691162
	Iteration 22Q: 3 clusters Score -2452421 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -2452449.750000 Penalty: 2937.691162
	Iteration 23Q: 3 clusters Score -2452450 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -2452461.750000 Penalty: 2937.691162
	Iteration 24Q: 3 clusters Score -2452462 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -2452484.000000 Penalty: 2937.691162
	Iteration 25Q: 3 clusters Score -2452484 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -2452503.750000 Penalty: 2937.691162
	Iteration 26Q: 3 clusters Score -2452504 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -2452529.250000 Penalty: 2937.691162
	Iteration 27Q: 3 clusters Score -2452529 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -2452543.500000 Penalty: 2937.691162
	Iteration 28Q: 3 clusters Score -2452544 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -2452571.000000 Penalty: 2937.691162
	Iteration 29Q: 3 clusters Score -2452571 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -2452581.500000 Penalty: 2937.691162
	Iteration 30Q: 3 clusters Score -2452582 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -2452601.250000 Penalty: 2937.691162
	Iteration 31Q: 3 clusters Score -2452601 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -2452617.750000 Penalty: 2937.691162
	Iteration 32Q: 3 clusters Score -2452618 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -2452621.000000 Penalty: 2937.691162
	Iteration 33Q: 3 clusters Score -2452621 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -2452626.750000 Penalty: 2937.691162
	Iteration 34Q: 3 clusters Score -2452627 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -2452641.750000 Penalty: 2937.691162
	Iteration 35Q: 3 clusters Score -2452642 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -2452646.000000 Penalty: 2937.691162
	Iteration 36Q: 3 clusters Score -2452646 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -2452657.500000 Penalty: 2937.691162
	Iteration 37Q: 3 clusters Score -2452658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -2452656.750000 Penalty: 2937.691162
	Iteration 38Q: 3 clusters Score -2452657 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -2452668.750000 Penalty: 2937.691162
	Iteration 39Q: 3 clusters Score -2452669 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -2452673.750000 Penalty: 2937.691162
	Iteration 40F: 3 clusters Score -2452674 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -2452680.250000 Penalty: 2937.691162
	Iteration 41Q: 3 clusters Score -2452680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -2452695.750000 Penalty: 2937.691162
	Iteration 42Q: 3 clusters Score -2452696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -2452695.000000 Penalty: 2937.691162
	Iteration 43Q: 3 clusters Score -2452695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -2452699.500000 Penalty: 2937.691162
	Iteration 44Q: 3 clusters Score -2452700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -2452702.000000 Penalty: 2937.691162
	Iteration 45Q: 3 clusters Score -2452702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -2452706.000000 Penalty: 2937.691162
	Iteration 46Q: 3 clusters Score -2452706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -2452711.000000 Penalty: 2937.691162
	Iteration 47Q: 3 clusters Score -2452711 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -2452720.750000 Penalty: 2937.691162
	Iteration 48Q: 3 clusters Score -2452721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -2452722.500000 Penalty: 2937.691162
	Iteration 49Q: 3 clusters Score -2452722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -2452722.000000 Penalty: 2937.691162
	Iteration 50Q: 3 clusters Score -2452722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -2452721.500000 Penalty: 2937.691162
	Iteration 51Q: 3 clusters Score -2452722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -2452722.250000 Penalty: 2937.691162
	Iteration 52Q: 3 clusters Score -2452722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -2452724.250000 Penalty: 2937.691162
	Iteration 53Q: 3 clusters Score -2452724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -2452726.750000 Penalty: 2937.691162
	Iteration 54Q: 3 clusters Score -2452727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -2452728.750000 Penalty: 2937.691162
	Iteration 55Q: 3 clusters Score -2452729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -2452727.000000 Penalty: 2937.691162
	Iteration 56Q: 3 clusters Score -2452727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -2452726.000000 Penalty: 2937.691162
	Iteration 57Q: 3 clusters Score -2452726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -2452725.750000 Penalty: 2937.691162
	Iteration 58Q: 3 clusters Score -2452726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -2452727.250000 Penalty: 2937.691162
	Iteration 59Q: 3 clusters Score -2452727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -2452727.250000 Penalty: 2937.691162
	Iteration 60F: 3 clusters Score -2452727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Entering Unmasked Estep 
Score: -424974.281250 Penalty: 1220.202881
	Iteration 0F: 2 clusters Score -424974.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -422194.656250 Penalty: 2440.405762
	Iteration 0F: 3 clusters Score -422194.7 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -423002.812500 Penalty: 2440.405762
	Iteration 1F: 3 clusters Score -423002.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -423242.593750 Penalty: 2440.405762
	Iteration 2F: 3 clusters Score -423242.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -423427.500000 Penalty: 2440.405762
	Iteration 3F: 3 clusters Score -423427.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -423548.937500 Penalty: 2440.405762
	Iteration 4Q: 3 clusters Score -423548.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -423636.750000 Penalty: 2440.405762
	Iteration 5Q: 3 clusters Score -423636.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -423713.343750 Penalty: 2440.405762
	Iteration 6Q: 3 clusters Score -423713.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -423782.375000 Penalty: 2440.405762
	Iteration 7Q: 3 clusters Score -423782.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -423835.875000 Penalty: 2440.405762
	Iteration 8Q: 3 clusters Score -423835.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -423883.843750 Penalty: 2440.405762
	Iteration 9Q: 3 clusters Score -423883.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -423936.468750 Penalty: 2440.405762
	Iteration 10Q: 3 clusters Score -423936.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -423979.687500 Penalty: 2440.405762
	Iteration 11Q: 3 clusters Score -423979.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -424036.468750 Penalty: 2440.405762
	Iteration 12Q: 3 clusters Score -424036.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -424119.031250 Penalty: 2440.405762
	Iteration 13Q: 3 clusters Score -424119 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -424205.468750 Penalty: 2440.405762
	Iteration 14Q: 3 clusters Score -424205.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -424278.406250 Penalty: 2440.405762
	Iteration 15Q: 3 clusters Score -424278.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -424332.312500 Penalty: 2440.405762
	Iteration 16Q: 3 clusters Score -424332.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -424371.125000 Penalty: 2440.405762
	Iteration 17Q: 3 clusters Score -424371.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -424413.125000 Penalty: 2440.405762
	Iteration 18Q: 3 clusters Score -424413.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -424447.000000 Penalty: 2440.405762
	Iteration 19Q: 3 clusters Score -424447 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -424471.968750 Penalty: 2440.405762
	Iteration 20F: 3 clusters Score -424472 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -424491.031250 Penalty: 2440.405762
	Iteration 21Q: 3 clusters Score -424491 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -424502.718750 Penalty: 2440.405762
	Iteration 22Q: 3 clusters Score -424502.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -424511.312500 Penalty: 2440.405762
	Iteration 23Q: 3 clusters Score -424511.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -424520.750000 Penalty: 2440.405762
	Iteration 24Q: 3 clusters Score -424520.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -424525.375000 Penalty: 2440.405762
	Iteration 25Q: 3 clusters Score -424525.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -424532.093750 Penalty: 2440.405762
	Iteration 26Q: 3 clusters Score -424532.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -424540.656250 Penalty: 2440.405762
	Iteration 27Q: 3 clusters Score -424540.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -424544.375000 Penalty: 2440.405762
	Iteration 28Q: 3 clusters Score -424544.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -424547.468750 Penalty: 2440.405762
	Iteration 29Q: 3 clusters Score -424547.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -424550.968750 Penalty: 2440.405762
	Iteration 30Q: 3 clusters Score -424551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -424552.250000 Penalty: 2440.405762
	Iteration 31Q: 3 clusters Score -424552.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -424552.406250 Penalty: 2440.405762
	Iteration 32Q: 3 clusters Score -424552.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -424554.343750 Penalty: 2440.405762
	Iteration 33Q: 3 clusters Score -424554.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -424554.375000 Penalty: 2440.405762
	Iteration 34Q: 3 clusters Score -424554.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -424556.406250 Penalty: 2440.405762
	Iteration 35Q: 3 clusters Score -424556.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -424555.250000 Penalty: 2440.405762
	Iteration 36Q: 3 clusters Score -424555.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -424555.500000 Penalty: 2440.405762
	Iteration 37Q: 3 clusters Score -424555.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -424555.500000 Penalty: 2440.405762
	Iteration 38F: 3 clusters Score -424555.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (14874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Entering Unmasked Estep 
Score: -1872289.875000 Penalty: 1429.576782
	Iteration 0F: 2 clusters Score -1872290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1862480.125000 Penalty: 2859.153564
	Iteration 0F: 3 clusters Score -1862480 nChanged 6323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1865800.125000 Penalty: 2859.153564
	Iteration 1F: 3 clusters Score -1865800 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1866129.375000 Penalty: 2859.153564
	Iteration 2F: 3 clusters Score -1866129 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1866421.875000 Penalty: 2859.153564
	Iteration 3Q: 3 clusters Score -1866422 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1866746.250000 Penalty: 2859.153564
	Iteration 4Q: 3 clusters Score -1866746 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1867126.750000 Penalty: 2859.153564
	Iteration 5Q: 3 clusters Score -1867127 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1867587.125000 Penalty: 2859.153564
	Iteration 6F: 3 clusters Score -1867587 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1868184.875000 Penalty: 2859.153564
	Iteration 7F: 3 clusters Score -1868185 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1868862.625000 Penalty: 2859.153564
	Iteration 8F: 3 clusters Score -1868863 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1869572.625000 Penalty: 2859.153564
	Iteration 9F: 3 clusters Score -1869573 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1870155.625000 Penalty: 2859.153564
	Iteration 10Q: 3 clusters Score -1870156 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1870545.125000 Penalty: 2859.153564
	Iteration 11Q: 3 clusters Score -1870545 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1870783.625000 Penalty: 2859.153564
	Iteration 12Q: 3 clusters Score -1870784 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1870908.875000 Penalty: 2859.153564
	Iteration 13Q: 3 clusters Score -1870909 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1870977.625000 Penalty: 2859.153564
	Iteration 14Q: 3 clusters Score -1870978 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1871023.500000 Penalty: 2859.153564
	Iteration 15Q: 3 clusters Score -1871024 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1871056.500000 Penalty: 2859.153564
	Iteration 16Q: 3 clusters Score -1871056 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1871078.625000 Penalty: 2859.153564
	Iteration 17Q: 3 clusters Score -1871079 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1871097.125000 Penalty: 2859.153564
	Iteration 18Q: 3 clusters Score -1871097 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1871110.000000 Penalty: 2859.153564
	Iteration 19Q: 3 clusters Score -1871110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1871124.000000 Penalty: 2859.153564
	Iteration 20F: 3 clusters Score -1871124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1871132.250000 Penalty: 2859.153564
	Iteration 21Q: 3 clusters Score -1871132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1871137.375000 Penalty: 2859.153564
	Iteration 22Q: 3 clusters Score -1871137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1871138.000000 Penalty: 2859.153564
	Iteration 23Q: 3 clusters Score -1871138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1871138.000000 Penalty: 2859.153564
	Iteration 24F: 3 clusters Score -1871138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Entering Unmasked Estep 
Score: -638785.937500 Penalty: 1279.140381
	Iteration 0F: 2 clusters Score -638785.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -634887.562500 Penalty: 2558.280762
	Iteration 0F: 3 clusters Score -634887.6 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -636093.375000 Penalty: 2558.280762
	Iteration 1F: 3 clusters Score -636093.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -636344.812500 Penalty: 2558.280762
	Iteration 2F: 3 clusters Score -636344.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -636529.500000 Penalty: 2558.280762
	Iteration 3F: 3 clusters Score -636529.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -636677.000000 Penalty: 2558.280762
	Iteration 4Q: 3 clusters Score -636677 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -636812.062500 Penalty: 2558.280762
	Iteration 5Q: 3 clusters Score -636812.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -636965.187500 Penalty: 2558.280762
	Iteration 6Q: 3 clusters Score -636965.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -637133.187500 Penalty: 2558.280762
	Iteration 7Q: 3 clusters Score -637133.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -637299.750000 Penalty: 2558.280762
	Iteration 8Q: 3 clusters Score -637299.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -637462.812500 Penalty: 2558.280762
	Iteration 9Q: 3 clusters Score -637462.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -637624.875000 Penalty: 2558.280762
	Iteration 10Q: 3 clusters Score -637624.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -637776.437500 Penalty: 2558.280762
	Iteration 11Q: 3 clusters Score -637776.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -637893.250000 Penalty: 2558.280762
	Iteration 12Q: 3 clusters Score -637893.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -637964.000000 Penalty: 2558.280762
	Iteration 13Q: 3 clusters Score -637964 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -638024.312500 Penalty: 2558.280762
	Iteration 14Q: 3 clusters Score -638024.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -638069.687500 Penalty: 2558.280762
	Iteration 15Q: 3 clusters Score -638069.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -638102.312500 Penalty: 2558.280762
	Iteration 16Q: 3 clusters Score -638102.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -638117.687500 Penalty: 2558.280762
	Iteration 17Q: 3 clusters Score -638117.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -638130.375000 Penalty: 2558.280762
	Iteration 18Q: 3 clusters Score -638130.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -638141.062500 Penalty: 2558.280762
	Iteration 19Q: 3 clusters Score -638141.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -638149.000000 Penalty: 2558.280762
	Iteration 20F: 3 clusters Score -638149 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -638152.375000 Penalty: 2558.280762
	Iteration 21Q: 3 clusters Score -638152.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -638155.687500 Penalty: 2558.280762
	Iteration 22Q: 3 clusters Score -638155.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -638160.875000 Penalty: 2558.280762
	Iteration 23Q: 3 clusters Score -638160.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -638164.250000 Penalty: 2558.280762
	Iteration 24Q: 3 clusters Score -638164.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -638164.500000 Penalty: 2558.280762
	Iteration 25Q: 3 clusters Score -638164.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -638165.750000 Penalty: 2558.280762
	Iteration 26Q: 3 clusters Score -638165.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -638167.562500 Penalty: 2558.280762
	Iteration 27Q: 3 clusters Score -638167.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -638168.562500 Penalty: 2558.280762
	Iteration 28Q: 3 clusters Score -638168.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -638168.500000 Penalty: 2558.280762
	Iteration 29Q: 3 clusters Score -638168.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -638170.625000 Penalty: 2558.280762
	Iteration 30Q: 3 clusters Score -638170.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -638171.062500 Penalty: 2558.280762
	Iteration 31Q: 3 clusters Score -638171.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -638174.500000 Penalty: 2558.280762
	Iteration 32Q: 3 clusters Score -638174.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -638175.312500 Penalty: 2558.280762
	Iteration 33Q: 3 clusters Score -638175.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -638181.000000 Penalty: 2558.280762
	Iteration 34Q: 3 clusters Score -638181 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -638182.062500 Penalty: 2558.280762
	Iteration 35Q: 3 clusters Score -638182.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -638185.750000 Penalty: 2558.280762
	Iteration 36Q: 3 clusters Score -638185.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -638191.875000 Penalty: 2558.280762
	Iteration 37Q: 3 clusters Score -638191.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -638194.500000 Penalty: 2558.280762
	Iteration 38Q: 3 clusters Score -638194.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -638194.875000 Penalty: 2558.280762
	Iteration 39Q: 3 clusters Score -638194.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -638194.750000 Penalty: 2558.280762
	Iteration 40F: 3 clusters Score -638194.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -638197.250000 Penalty: 2558.280762
	Iteration 41Q: 3 clusters Score -638197.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -638198.250000 Penalty: 2558.280762
	Iteration 42Q: 3 clusters Score -638198.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -638201.875000 Penalty: 2558.280762
	Iteration 43Q: 3 clusters Score -638201.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -638205.250000 Penalty: 2558.280762
	Iteration 44Q: 3 clusters Score -638205.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -638206.000000 Penalty: 2558.280762
	Iteration 45Q: 3 clusters Score -638206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -638208.875000 Penalty: 2558.280762
	Iteration 46Q: 3 clusters Score -638208.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -638208.937500 Penalty: 2558.280762
	Iteration 47Q: 3 clusters Score -638208.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -638211.875000 Penalty: 2558.280762
	Iteration 48Q: 3 clusters Score -638211.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -638212.437500 Penalty: 2558.280762
	Iteration 49Q: 3 clusters Score -638212.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -638214.500000 Penalty: 2558.280762
	Iteration 50Q: 3 clusters Score -638214.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -638215.625000 Penalty: 2558.280762
	Iteration 51Q: 3 clusters Score -638215.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -638216.875000 Penalty: 2558.280762
	Iteration 52Q: 3 clusters Score -638216.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -638217.312500 Penalty: 2558.280762
	Iteration 53Q: 3 clusters Score -638217.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -638217.750000 Penalty: 2558.280762
	Iteration 54Q: 3 clusters Score -638217.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -638218.812500 Penalty: 2558.280762
	Iteration 55Q: 3 clusters Score -638218.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -638220.062500 Penalty: 2558.280762
	Iteration 56Q: 3 clusters Score -638220.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -638220.437500 Penalty: 2558.280762
	Iteration 57Q: 3 clusters Score -638220.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -638223.062500 Penalty: 2558.280762
	Iteration 58Q: 3 clusters Score -638223.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -638223.812500 Penalty: 2558.280762
	Iteration 59Q: 3 clusters Score -638223.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -638223.812500 Penalty: 2558.280762
	Iteration 60F: 3 clusters Score -638223.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (12025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Entering Unmasked Estep 
Score: -1427335.625000 Penalty: 1397.937744
	Iteration 0F: 2 clusters Score -1427336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1419254.875000 Penalty: 2795.875488
	Iteration 0F: 3 clusters Score -1419255 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1421949.375000 Penalty: 2795.875488
	Iteration 1F: 3 clusters Score -1421949 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1422253.375000 Penalty: 2795.875488
	Iteration 2F: 3 clusters Score -1422253 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1422453.125000 Penalty: 2795.875488
	Iteration 3Q: 3 clusters Score -1422453 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1422588.125000 Penalty: 2795.875488
	Iteration 4Q: 3 clusters Score -1422588 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1422681.000000 Penalty: 2795.875488
	Iteration 5Q: 3 clusters Score -1422681 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1422759.375000 Penalty: 2795.875488
	Iteration 6Q: 3 clusters Score -1422759 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1422830.625000 Penalty: 2795.875488
	Iteration 7Q: 3 clusters Score -1422831 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1422890.125000 Penalty: 2795.875488
	Iteration 8Q: 3 clusters Score -1422890 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1422940.750000 Penalty: 2795.875488
	Iteration 9Q: 3 clusters Score -1422941 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1422987.375000 Penalty: 2795.875488
	Iteration 10Q: 3 clusters Score -1422987 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1423039.625000 Penalty: 2795.875488
	Iteration 11Q: 3 clusters Score -1423040 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1423100.750000 Penalty: 2795.875488
	Iteration 12Q: 3 clusters Score -1423101 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1423157.875000 Penalty: 2795.875488
	Iteration 13Q: 3 clusters Score -1423158 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1423222.125000 Penalty: 2795.875488
	Iteration 14Q: 3 clusters Score -1423222 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1423302.250000 Penalty: 2795.875488
	Iteration 15Q: 3 clusters Score -1423302 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1423391.625000 Penalty: 2795.875488
	Iteration 16Q: 3 clusters Score -1423392 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1423519.375000 Penalty: 2795.875488
	Iteration 17Q: 3 clusters Score -1423519 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1423684.750000 Penalty: 2795.875488
	Iteration 18Q: 3 clusters Score -1423685 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1423918.125000 Penalty: 2795.875488
	Iteration 19Q: 3 clusters Score -1423918 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1424201.625000 Penalty: 2795.875488
	Iteration 20F: 3 clusters Score -1424202 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -1424525.875000 Penalty: 2795.875488
	Iteration 21Q: 3 clusters Score -1424526 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1424881.250000 Penalty: 2795.875488
	Iteration 22Q: 3 clusters Score -1424881 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -1425263.625000 Penalty: 2795.875488
	Iteration 23Q: 3 clusters Score -1425264 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -1425560.625000 Penalty: 2795.875488
	Iteration 24Q: 3 clusters Score -1425561 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1425791.500000 Penalty: 2795.875488
	Iteration 25Q: 3 clusters Score -1425792 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -1425943.500000 Penalty: 2795.875488
	Iteration 26Q: 3 clusters Score -1425944 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -1426057.875000 Penalty: 2795.875488
	Iteration 27Q: 3 clusters Score -1426058 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -1426138.625000 Penalty: 2795.875488
	Iteration 28Q: 3 clusters Score -1426139 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -1426198.000000 Penalty: 2795.875488
	Iteration 29Q: 3 clusters Score -1426198 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -1426236.000000 Penalty: 2795.875488
	Iteration 30Q: 3 clusters Score -1426236 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -1426252.375000 Penalty: 2795.875488
	Iteration 31Q: 3 clusters Score -1426252 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -1426267.125000 Penalty: 2795.875488
	Iteration 32Q: 3 clusters Score -1426267 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -1426276.000000 Penalty: 2795.875488
	Iteration 33Q: 3 clusters Score -1426276 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -1426289.625000 Penalty: 2795.875488
	Iteration 34Q: 3 clusters Score -1426290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -1426298.625000 Penalty: 2795.875488
	Iteration 35Q: 3 clusters Score -1426299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -1426304.125000 Penalty: 2795.875488
	Iteration 36Q: 3 clusters Score -1426304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -1426304.625000 Penalty: 2795.875488
	Iteration 37Q: 3 clusters Score -1426305 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -1426304.625000 Penalty: 2795.875488
	Iteration 38F: 3 clusters Score -1426305 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -1433201.625000 Penalty: 1396.869751
	Iteration 0F: 2 clusters Score -1433202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1425279.250000 Penalty: 2793.739502
	Iteration 0F: 3 clusters Score -1425279 nChanged 4937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1427986.500000 Penalty: 2793.739502
	Iteration 1F: 3 clusters Score -1427986 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1428360.000000 Penalty: 2793.739502
	Iteration 2F: 3 clusters Score -1428360 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1428684.500000 Penalty: 2793.739502
	Iteration 3F: 3 clusters Score -1428684 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1429024.625000 Penalty: 2793.739502
	Iteration 4F: 3 clusters Score -1429025 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1429404.250000 Penalty: 2793.739502
	Iteration 5F: 3 clusters Score -1429404 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1429811.250000 Penalty: 2793.739502
	Iteration 6F: 3 clusters Score -1429811 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1430248.750000 Penalty: 2793.739502
	Iteration 7F: 3 clusters Score -1430249 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1430659.250000 Penalty: 2793.739502
	Iteration 8Q: 3 clusters Score -1430659 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1431044.625000 Penalty: 2793.739502
	Iteration 9Q: 3 clusters Score -1431045 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1431393.000000 Penalty: 2793.739502
	Iteration 10Q: 3 clusters Score -1431393 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1431661.000000 Penalty: 2793.739502
	Iteration 11Q: 3 clusters Score -1431661 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1431874.125000 Penalty: 2793.739502
	Iteration 12Q: 3 clusters Score -1431874 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1432043.500000 Penalty: 2793.739502
	Iteration 13Q: 3 clusters Score -1432044 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1432179.750000 Penalty: 2793.739502
	Iteration 14Q: 3 clusters Score -1432180 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1432269.250000 Penalty: 2793.739502
	Iteration 15Q: 3 clusters Score -1432269 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1432324.625000 Penalty: 2793.739502
	Iteration 16Q: 3 clusters Score -1432325 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1432370.375000 Penalty: 2793.739502
	Iteration 17Q: 3 clusters Score -1432370 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1432404.250000 Penalty: 2793.739502
	Iteration 18Q: 3 clusters Score -1432404 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1432428.375000 Penalty: 2793.739502
	Iteration 19Q: 3 clusters Score -1432428 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1432445.500000 Penalty: 2793.739502
	Iteration 20F: 3 clusters Score -1432446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1432453.875000 Penalty: 2793.739502
	Iteration 21Q: 3 clusters Score -1432454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1432463.875000 Penalty: 2793.739502
	Iteration 22Q: 3 clusters Score -1432464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1432471.250000 Penalty: 2793.739502
	Iteration 23Q: 3 clusters Score -1432471 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1432478.125000 Penalty: 2793.739502
	Iteration 24Q: 3 clusters Score -1432478 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1432482.500000 Penalty: 2793.739502
	Iteration 25Q: 3 clusters Score -1432482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1432489.125000 Penalty: 2793.739502
	Iteration 26Q: 3 clusters Score -1432489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1432495.000000 Penalty: 2793.739502
	Iteration 27Q: 3 clusters Score -1432495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1432500.625000 Penalty: 2793.739502
	Iteration 28Q: 3 clusters Score -1432501 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1432507.250000 Penalty: 2793.739502
	Iteration 29Q: 3 clusters Score -1432507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1432510.375000 Penalty: 2793.739502
	Iteration 30Q: 3 clusters Score -1432510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1432512.000000 Penalty: 2793.739502
	Iteration 31Q: 3 clusters Score -1432512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1432514.000000 Penalty: 2793.739502
	Iteration 32Q: 3 clusters Score -1432514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1432515.750000 Penalty: 2793.739502
	Iteration 33Q: 3 clusters Score -1432516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1432520.375000 Penalty: 2793.739502
	Iteration 34Q: 3 clusters Score -1432520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1432521.250000 Penalty: 2793.739502
	Iteration 35Q: 3 clusters Score -1432521 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1432528.500000 Penalty: 2793.739502
	Iteration 36Q: 3 clusters Score -1432528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1432530.375000 Penalty: 2793.739502
	Iteration 37Q: 3 clusters Score -1432530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1432532.000000 Penalty: 2793.739502
	Iteration 38Q: 3 clusters Score -1432532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1432532.250000 Penalty: 2793.739502
	Iteration 39Q: 3 clusters Score -1432532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1432532.250000 Penalty: 2793.739502
	Iteration 40F: 3 clusters Score -1432532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Entering Unmasked Estep 
Score: -24412.658203 Penalty: 857.860474
	Iteration 0F: 2 clusters Score -24412.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -23688.630859 Penalty: 1715.720947
	Iteration 0F: 3 clusters Score -23688.63 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -23888.736328 Penalty: 1715.720947
	Iteration 1F: 3 clusters Score -23888.74 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -23957.339844 Penalty: 1715.720947
	Iteration 2F: 3 clusters Score -23957.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -23988.087891 Penalty: 1715.720947
	Iteration 3Q: 3 clusters Score -23988.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -23991.746094 Penalty: 1715.720947
	Iteration 4Q: 3 clusters Score -23991.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -23994.515625 Penalty: 1715.720947
	Iteration 5Q: 3 clusters Score -23994.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -24006.062500 Penalty: 1715.720947
	Iteration 6Q: 3 clusters Score -24006.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -24011.095703 Penalty: 1715.720947
	Iteration 7Q: 3 clusters Score -24011.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -24011.095703 Penalty: 1715.720947
	Iteration 8F: 3 clusters Score -24011.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (16098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Entering Unmasked Estep 
Score: -2045561.625000 Penalty: 1441.343750
	Iteration 0F: 2 clusters Score -2045562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -2034929.625000 Penalty: 2882.687500
	Iteration 0F: 3 clusters Score -2034930 nChanged 7007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -2038699.250000 Penalty: 2882.687500
	Iteration 1F: 3 clusters Score -2038699 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -2039092.375000 Penalty: 2882.687500
	Iteration 2F: 3 clusters Score -2039092 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -2039412.125000 Penalty: 2882.687500
	Iteration 3F: 3 clusters Score -2039412 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -2039712.125000 Penalty: 2882.687500
	Iteration 4Q: 3 clusters Score -2039712 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -2040037.625000 Penalty: 2882.687500
	Iteration 5Q: 3 clusters Score -2040038 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -2040495.000000 Penalty: 2882.687500
	Iteration 6F: 3 clusters Score -2040495 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -2041047.500000 Penalty: 2882.687500
	Iteration 7F: 3 clusters Score -2041048 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -2041730.625000 Penalty: 2882.687500
	Iteration 8F: 3 clusters Score -2041731 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -2042407.375000 Penalty: 2882.687500
	Iteration 9F: 3 clusters Score -2042407 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -2042998.750000 Penalty: 2882.687500
	Iteration 10Q: 3 clusters Score -2042999 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -2043432.500000 Penalty: 2882.687500
	Iteration 11Q: 3 clusters Score -2043432 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -2043754.500000 Penalty: 2882.687500
	Iteration 12Q: 3 clusters Score -2043754 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -2043978.500000 Penalty: 2882.687500
	Iteration 13Q: 3 clusters Score -2043978 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -2044134.375000 Penalty: 2882.687500
	Iteration 14Q: 3 clusters Score -2044134 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -2044225.375000 Penalty: 2882.687500
	Iteration 15Q: 3 clusters Score -2044225 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -2044268.500000 Penalty: 2882.687500
	Iteration 16Q: 3 clusters Score -2044268 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -2044313.625000 Penalty: 2882.687500
	Iteration 17Q: 3 clusters Score -2044314 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -2044347.250000 Penalty: 2882.687500
	Iteration 18Q: 3 clusters Score -2044347 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -2044356.750000 Penalty: 2882.687500
	Iteration 19Q: 3 clusters Score -2044357 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -2044360.875000 Penalty: 2882.687500
	Iteration 20F: 3 clusters Score -2044361 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -2044372.125000 Penalty: 2882.687500
	Iteration 21Q: 3 clusters Score -2044372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -2044380.500000 Penalty: 2882.687500
	Iteration 22Q: 3 clusters Score -2044380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -2044389.000000 Penalty: 2882.687500
	Iteration 23Q: 3 clusters Score -2044389 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -2044400.125000 Penalty: 2882.687500
	Iteration 24Q: 3 clusters Score -2044400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -2044407.375000 Penalty: 2882.687500
	Iteration 25Q: 3 clusters Score -2044407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -2044408.500000 Penalty: 2882.687500
	Iteration 26Q: 3 clusters Score -2044408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -2044414.500000 Penalty: 2882.687500
	Iteration 27Q: 3 clusters Score -2044414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -2044416.625000 Penalty: 2882.687500
	Iteration 28Q: 3 clusters Score -2044417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -2044418.125000 Penalty: 2882.687500
	Iteration 29Q: 3 clusters Score -2044418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -2044418.125000 Penalty: 2882.687500
	Iteration 30F: 3 clusters Score -2044418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Entering Unmasked Estep 
Score: -38729.703125 Penalty: 894.476562
	Iteration 0F: 2 clusters Score -38729.7 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 225 members 
Entering Unmasked Estep 
Score: -37916.085938 Penalty: 1788.953125
	Iteration 0F: 3 clusters Score -37916.09 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -38059.789062 Penalty: 1788.953125
	Iteration 1F: 3 clusters Score -38059.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -38131.179688 Penalty: 1788.953125
	Iteration 2Q: 3 clusters Score -38131.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -38153.527344 Penalty: 1788.953125
	Iteration 3Q: 3 clusters Score -38153.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -38175.906250 Penalty: 1788.953125
	Iteration 4Q: 3 clusters Score -38175.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -38185.808594 Penalty: 1788.953125
	Iteration 5Q: 3 clusters Score -38185.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -38193.945312 Penalty: 1788.953125
	Iteration 6Q: 3 clusters Score -38193.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -38199.785156 Penalty: 1788.953125
	Iteration 7Q: 3 clusters Score -38199.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -38201.601562 Penalty: 1788.953125
	Iteration 8Q: 3 clusters Score -38201.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -38201.601562 Penalty: 1788.953125
	Iteration 9F: 3 clusters Score -38201.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Entering Unmasked Estep 
Score: -187473.109375 Penalty: 1099.934326
	Iteration 0F: 2 clusters Score -187473.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -185861.921875 Penalty: 2199.868652
	Iteration 0F: 3 clusters Score -185861.9 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -186225.515625 Penalty: 2199.868652
	Iteration 1F: 3 clusters Score -186225.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -186339.671875 Penalty: 2199.868652
	Iteration 2F: 3 clusters Score -186339.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -186397.421875 Penalty: 2199.868652
	Iteration 3Q: 3 clusters Score -186397.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -186433.765625 Penalty: 2199.868652
	Iteration 4Q: 3 clusters Score -186433.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -186465.687500 Penalty: 2199.868652
	Iteration 5Q: 3 clusters Score -186465.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -186479.875000 Penalty: 2199.868652
	Iteration 6Q: 3 clusters Score -186479.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -186484.109375 Penalty: 2199.868652
	Iteration 7Q: 3 clusters Score -186484.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -186491.296875 Penalty: 2199.868652
	Iteration 8Q: 3 clusters Score -186491.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -186496.593750 Penalty: 2199.868652
	Iteration 9Q: 3 clusters Score -186496.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -186500.484375 Penalty: 2199.868652
	Iteration 10Q: 3 clusters Score -186500.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -186501.640625 Penalty: 2199.868652
	Iteration 11Q: 3 clusters Score -186501.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -186502.140625 Penalty: 2199.868652
	Iteration 12Q: 3 clusters Score -186502.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -186502.140625 Penalty: 2199.868652
	Iteration 13F: 3 clusters Score -186502.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Entering Unmasked Estep 
Score: -12719.684570 Penalty: 783.088318
	Iteration 0F: 2 clusters Score -12719.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -12235.069336 Penalty: 1566.176636
	Iteration 0F: 3 clusters Score -12235.07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -12362.656250 Penalty: 1566.176636
	Iteration 1F: 3 clusters Score -12362.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -12405.797852 Penalty: 1566.176636
	Iteration 2Q: 3 clusters Score -12405.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -12436.885742 Penalty: 1566.176636
	Iteration 3Q: 3 clusters Score -12436.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -12481.320312 Penalty: 1566.176636
	Iteration 4Q: 3 clusters Score -12481.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -12514.617188 Penalty: 1566.176636
	Iteration 5Q: 3 clusters Score -12514.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -12519.624023 Penalty: 1566.176636
	Iteration 6Q: 3 clusters Score -12519.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -12519.624023 Penalty: 1566.176636
	Iteration 7F: 3 clusters Score -12519.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Entering Unmasked Estep 
Score: -28486.371094 Penalty: 853.121216
	Iteration 0F: 2 clusters Score -28486.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -27766.482422 Penalty: 1706.242432
	Iteration 0F: 3 clusters Score -27766.48 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -27882.234375 Penalty: 1706.242432
	Iteration 1F: 3 clusters Score -27882.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -27901.767578 Penalty: 1706.242432
	Iteration 2Q: 3 clusters Score -27901.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -27906.818359 Penalty: 1706.242432
	Iteration 3Q: 3 clusters Score -27906.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -27908.984375 Penalty: 1706.242432
	Iteration 4Q: 3 clusters Score -27908.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -27908.984375 Penalty: 1706.242432
	Iteration 5F: 3 clusters Score -27908.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (6910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Entering Unmasked Estep 
Score: -875755.437500 Penalty: 1315.499878
	Iteration 0F: 2 clusters Score -875755.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -870991.125000 Penalty: 2630.999756
	Iteration 0F: 3 clusters Score -870991.1 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -872422.000000 Penalty: 2630.999756
	Iteration 1F: 3 clusters Score -872422 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -872637.625000 Penalty: 2630.999756
	Iteration 2F: 3 clusters Score -872637.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -872770.687500 Penalty: 2630.999756
	Iteration 3Q: 3 clusters Score -872770.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -872862.375000 Penalty: 2630.999756
	Iteration 4Q: 3 clusters Score -872862.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -872926.062500 Penalty: 2630.999756
	Iteration 5Q: 3 clusters Score -872926.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -872985.125000 Penalty: 2630.999756
	Iteration 6Q: 3 clusters Score -872985.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -873037.375000 Penalty: 2630.999756
	Iteration 7Q: 3 clusters Score -873037.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -873078.937500 Penalty: 2630.999756
	Iteration 8Q: 3 clusters Score -873078.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -873111.625000 Penalty: 2630.999756
	Iteration 9Q: 3 clusters Score -873111.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -873145.062500 Penalty: 2630.999756
	Iteration 10Q: 3 clusters Score -873145.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -873177.000000 Penalty: 2630.999756
	Iteration 11Q: 3 clusters Score -873177 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -873214.625000 Penalty: 2630.999756
	Iteration 12Q: 3 clusters Score -873214.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -873247.375000 Penalty: 2630.999756
	Iteration 13Q: 3 clusters Score -873247.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -873266.562500 Penalty: 2630.999756
	Iteration 14Q: 3 clusters Score -873266.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -873281.312500 Penalty: 2630.999756
	Iteration 15Q: 3 clusters Score -873281.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -873300.750000 Penalty: 2630.999756
	Iteration 16Q: 3 clusters Score -873300.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -873313.000000 Penalty: 2630.999756
	Iteration 17Q: 3 clusters Score -873313 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -873325.625000 Penalty: 2630.999756
	Iteration 18Q: 3 clusters Score -873325.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -873336.625000 Penalty: 2630.999756
	Iteration 19Q: 3 clusters Score -873336.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -873349.500000 Penalty: 2630.999756
	Iteration 20F: 3 clusters Score -873349.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -873355.687500 Penalty: 2630.999756
	Iteration 21Q: 3 clusters Score -873355.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -873358.812500 Penalty: 2630.999756
	Iteration 22Q: 3 clusters Score -873358.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -873363.250000 Penalty: 2630.999756
	Iteration 23Q: 3 clusters Score -873363.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -873370.312500 Penalty: 2630.999756
	Iteration 24Q: 3 clusters Score -873370.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -873377.375000 Penalty: 2630.999756
	Iteration 25Q: 3 clusters Score -873377.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -873383.812500 Penalty: 2630.999756
	Iteration 26Q: 3 clusters Score -873383.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -873388.312500 Penalty: 2630.999756
	Iteration 27Q: 3 clusters Score -873388.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -873395.062500 Penalty: 2630.999756
	Iteration 28Q: 3 clusters Score -873395.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -873399.000000 Penalty: 2630.999756
	Iteration 29Q: 3 clusters Score -873399 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -873404.625000 Penalty: 2630.999756
	Iteration 30Q: 3 clusters Score -873404.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -873409.812500 Penalty: 2630.999756
	Iteration 31Q: 3 clusters Score -873409.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -873412.062500 Penalty: 2630.999756
	Iteration 32Q: 3 clusters Score -873412.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -873415.812500 Penalty: 2630.999756
	Iteration 33Q: 3 clusters Score -873415.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -873418.937500 Penalty: 2630.999756
	Iteration 34Q: 3 clusters Score -873418.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -873425.125000 Penalty: 2630.999756
	Iteration 35Q: 3 clusters Score -873425.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -873431.500000 Penalty: 2630.999756
	Iteration 36Q: 3 clusters Score -873431.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -873435.875000 Penalty: 2630.999756
	Iteration 37Q: 3 clusters Score -873435.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -873442.250000 Penalty: 2630.999756
	Iteration 38Q: 3 clusters Score -873442.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -873444.000000 Penalty: 2630.999756
	Iteration 39Q: 3 clusters Score -873444 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -873452.250000 Penalty: 2630.999756
	Iteration 40F: 3 clusters Score -873452.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -873456.187500 Penalty: 2630.999756
	Iteration 41Q: 3 clusters Score -873456.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -873457.312500 Penalty: 2630.999756
	Iteration 42Q: 3 clusters Score -873457.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -873460.812500 Penalty: 2630.999756
	Iteration 43Q: 3 clusters Score -873460.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -873465.312500 Penalty: 2630.999756
	Iteration 44Q: 3 clusters Score -873465.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -873464.625000 Penalty: 2630.999756
	Iteration 45Q: 3 clusters Score -873464.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -873471.312500 Penalty: 2630.999756
	Iteration 46Q: 3 clusters Score -873471.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -873477.625000 Penalty: 2630.999756
	Iteration 47Q: 3 clusters Score -873477.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -873484.375000 Penalty: 2630.999756
	Iteration 48Q: 3 clusters Score -873484.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -873488.875000 Penalty: 2630.999756
	Iteration 49Q: 3 clusters Score -873488.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -873492.000000 Penalty: 2630.999756
	Iteration 50Q: 3 clusters Score -873492 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -873493.500000 Penalty: 2630.999756
	Iteration 51Q: 3 clusters Score -873493.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -873498.312500 Penalty: 2630.999756
	Iteration 52Q: 3 clusters Score -873498.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -873501.250000 Penalty: 2630.999756
	Iteration 53Q: 3 clusters Score -873501.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -873505.750000 Penalty: 2630.999756
	Iteration 54Q: 3 clusters Score -873505.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -873511.437500 Penalty: 2630.999756
	Iteration 55Q: 3 clusters Score -873511.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -873515.500000 Penalty: 2630.999756
	Iteration 56Q: 3 clusters Score -873515.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -873523.937500 Penalty: 2630.999756
	Iteration 57Q: 3 clusters Score -873523.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -873528.687500 Penalty: 2630.999756
	Iteration 58Q: 3 clusters Score -873528.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -873533.250000 Penalty: 2630.999756
	Iteration 59Q: 3 clusters Score -873533.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -873537.125000 Penalty: 2630.999756
	Iteration 60F: 3 clusters Score -873537.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -873543.062500 Penalty: 2630.999756
	Iteration 61Q: 3 clusters Score -873543.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -873548.687500 Penalty: 2630.999756
	Iteration 62Q: 3 clusters Score -873548.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -873552.687500 Penalty: 2630.999756
	Iteration 63Q: 3 clusters Score -873552.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -873562.375000 Penalty: 2630.999756
	Iteration 64Q: 3 clusters Score -873562.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -873570.812500 Penalty: 2630.999756
	Iteration 65Q: 3 clusters Score -873570.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -873579.687500 Penalty: 2630.999756
	Iteration 66Q: 3 clusters Score -873579.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -873585.562500 Penalty: 2630.999756
	Iteration 67Q: 3 clusters Score -873585.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -873594.562500 Penalty: 2630.999756
	Iteration 68Q: 3 clusters Score -873594.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -873603.062500 Penalty: 2630.999756
	Iteration 69Q: 3 clusters Score -873603.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -873613.187500 Penalty: 2630.999756
	Iteration 70Q: 3 clusters Score -873613.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -873629.562500 Penalty: 2630.999756
	Iteration 71Q: 3 clusters Score -873629.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -873643.375000 Penalty: 2630.999756
	Iteration 72Q: 3 clusters Score -873643.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -873655.875000 Penalty: 2630.999756
	Iteration 73Q: 3 clusters Score -873655.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -873679.687500 Penalty: 2630.999756
	Iteration 74Q: 3 clusters Score -873679.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -873698.562500 Penalty: 2630.999756
	Iteration 75Q: 3 clusters Score -873698.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -873720.625000 Penalty: 2630.999756
	Iteration 76Q: 3 clusters Score -873720.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -873746.500000 Penalty: 2630.999756
	Iteration 77Q: 3 clusters Score -873746.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -873774.062500 Penalty: 2630.999756
	Iteration 78Q: 3 clusters Score -873774.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -873798.062500 Penalty: 2630.999756
	Iteration 79Q: 3 clusters Score -873798.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -873833.687500 Penalty: 2630.999756
	Iteration 80F: 3 clusters Score -873833.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -873865.500000 Penalty: 2630.999756
	Iteration 81Q: 3 clusters Score -873865.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -873896.750000 Penalty: 2630.999756
	Iteration 82Q: 3 clusters Score -873896.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -873933.187500 Penalty: 2630.999756
	Iteration 83Q: 3 clusters Score -873933.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -873969.812500 Penalty: 2630.999756
	Iteration 84Q: 3 clusters Score -873969.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -874010.062500 Penalty: 2630.999756
	Iteration 85Q: 3 clusters Score -874010.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -874058.437500 Penalty: 2630.999756
	Iteration 86Q: 3 clusters Score -874058.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -874102.062500 Penalty: 2630.999756
	Iteration 87Q: 3 clusters Score -874102.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -874136.187500 Penalty: 2630.999756
	Iteration 88Q: 3 clusters Score -874136.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -874169.375000 Penalty: 2630.999756
	Iteration 89Q: 3 clusters Score -874169.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -874199.312500 Penalty: 2630.999756
	Iteration 90Q: 3 clusters Score -874199.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -874228.250000 Penalty: 2630.999756
	Iteration 91Q: 3 clusters Score -874228.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -874252.687500 Penalty: 2630.999756
	Iteration 92Q: 3 clusters Score -874252.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -874276.500000 Penalty: 2630.999756
	Iteration 93Q: 3 clusters Score -874276.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -874307.062500 Penalty: 2630.999756
	Iteration 94Q: 3 clusters Score -874307.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -874336.625000 Penalty: 2630.999756
	Iteration 95Q: 3 clusters Score -874336.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -874364.750000 Penalty: 2630.999756
	Iteration 96Q: 3 clusters Score -874364.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -874392.125000 Penalty: 2630.999756
	Iteration 97Q: 3 clusters Score -874392.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -874422.812500 Penalty: 2630.999756
	Iteration 98Q: 3 clusters Score -874422.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -874453.875000 Penalty: 2630.999756
	Iteration 99Q: 3 clusters Score -874453.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -874487.625000 Penalty: 2630.999756
	Iteration 100F: 3 clusters Score -874487.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -874519.937500 Penalty: 2630.999756
	Iteration 101Q: 3 clusters Score -874519.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -874543.437500 Penalty: 2630.999756
	Iteration 102Q: 3 clusters Score -874543.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -874556.437500 Penalty: 2630.999756
	Iteration 103Q: 3 clusters Score -874556.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -874566.187500 Penalty: 2630.999756
	Iteration 104Q: 3 clusters Score -874566.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -874575.750000 Penalty: 2630.999756
	Iteration 105Q: 3 clusters Score -874575.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -874584.687500 Penalty: 2630.999756
	Iteration 106Q: 3 clusters Score -874584.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -874595.187500 Penalty: 2630.999756
	Iteration 107Q: 3 clusters Score -874595.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -874605.125000 Penalty: 2630.999756
	Iteration 108Q: 3 clusters Score -874605.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -874615.312500 Penalty: 2630.999756
	Iteration 109Q: 3 clusters Score -874615.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -874629.375000 Penalty: 2630.999756
	Iteration 110Q: 3 clusters Score -874629.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -874646.625000 Penalty: 2630.999756
	Iteration 111Q: 3 clusters Score -874646.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -874655.375000 Penalty: 2630.999756
	Iteration 112Q: 3 clusters Score -874655.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -874658.562500 Penalty: 2630.999756
	Iteration 113Q: 3 clusters Score -874658.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -874661.125000 Penalty: 2630.999756
	Iteration 114Q: 3 clusters Score -874661.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -874662.250000 Penalty: 2630.999756
	Iteration 115Q: 3 clusters Score -874662.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -874664.437500 Penalty: 2630.999756
	Iteration 116Q: 3 clusters Score -874664.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -874666.937500 Penalty: 2630.999756
	Iteration 117Q: 3 clusters Score -874666.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -874668.375000 Penalty: 2630.999756
	Iteration 118Q: 3 clusters Score -874668.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -874674.187500 Penalty: 2630.999756
	Iteration 119Q: 3 clusters Score -874674.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -874677.250000 Penalty: 2630.999756
	Iteration 120F: 3 clusters Score -874677.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -874679.062500 Penalty: 2630.999756
	Iteration 121Q: 3 clusters Score -874679.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -874685.062500 Penalty: 2630.999756
	Iteration 122Q: 3 clusters Score -874685.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -874690.187500 Penalty: 2630.999756
	Iteration 123Q: 3 clusters Score -874690.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -874695.937500 Penalty: 2630.999756
	Iteration 124Q: 3 clusters Score -874695.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -874697.625000 Penalty: 2630.999756
	Iteration 125Q: 3 clusters Score -874697.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -874697.875000 Penalty: 2630.999756
	Iteration 126Q: 3 clusters Score -874697.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -874698.500000 Penalty: 2630.999756
	Iteration 127Q: 3 clusters Score -874698.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -874704.000000 Penalty: 2630.999756
	Iteration 128Q: 3 clusters Score -874704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -874710.875000 Penalty: 2630.999756
	Iteration 129Q: 3 clusters Score -874710.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -874715.312500 Penalty: 2630.999756
	Iteration 130Q: 3 clusters Score -874715.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -874717.687500 Penalty: 2630.999756
	Iteration 131Q: 3 clusters Score -874717.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -874720.312500 Penalty: 2630.999756
	Iteration 132Q: 3 clusters Score -874720.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -874720.625000 Penalty: 2630.999756
	Iteration 133Q: 3 clusters Score -874720.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -874720.625000 Penalty: 2630.999756
	Iteration 134F: 3 clusters Score -874720.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Entering Unmasked Estep 
Score: -44846.449219 Penalty: 891.901489
	Iteration 0F: 2 clusters Score -44846.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -44027.515625 Penalty: 1783.802979
	Iteration 0F: 3 clusters Score -44027.52 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -44159.710938 Penalty: 1783.802979
	Iteration 1F: 3 clusters Score -44159.71 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -44219.082031 Penalty: 1783.802979
	Iteration 2F: 3 clusters Score -44219.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -44236.871094 Penalty: 1783.802979
	Iteration 3Q: 3 clusters Score -44236.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -44264.191406 Penalty: 1783.802979
	Iteration 4Q: 3 clusters Score -44264.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -44278.820312 Penalty: 1783.802979
	Iteration 5Q: 3 clusters Score -44278.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -44290.687500 Penalty: 1783.802979
	Iteration 6Q: 3 clusters Score -44290.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -44304.101562 Penalty: 1783.802979
	Iteration 7Q: 3 clusters Score -44304.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -44313.429688 Penalty: 1783.802979
	Iteration 8Q: 3 clusters Score -44313.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -44321.500000 Penalty: 1783.802979
	Iteration 9Q: 3 clusters Score -44321.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -44325.652344 Penalty: 1783.802979
	Iteration 10Q: 3 clusters Score -44325.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -44328.621094 Penalty: 1783.802979
	Iteration 11Q: 3 clusters Score -44328.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -44328.621094 Penalty: 1783.802979
	Iteration 12F: 3 clusters Score -44328.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (10546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Entering Unmasked Estep 
Score: -1316272.000000 Penalty: 1378.409180
	Iteration 0F: 2 clusters Score -1316272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1309186.875000 Penalty: 2756.818359
	Iteration 0F: 3 clusters Score -1309187 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1311708.250000 Penalty: 2756.818359
	Iteration 1F: 3 clusters Score -1311708 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1312127.125000 Penalty: 2756.818359
	Iteration 2F: 3 clusters Score -1312127 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1312487.625000 Penalty: 2756.818359
	Iteration 3F: 3 clusters Score -1312488 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1312865.750000 Penalty: 2756.818359
	Iteration 4Q: 3 clusters Score -1312866 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1313214.250000 Penalty: 2756.818359
	Iteration 5Q: 3 clusters Score -1313214 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1313543.125000 Penalty: 2756.818359
	Iteration 6F: 3 clusters Score -1313543 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1313840.500000 Penalty: 2756.818359
	Iteration 7Q: 3 clusters Score -1313840 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1314157.000000 Penalty: 2756.818359
	Iteration 8Q: 3 clusters Score -1314157 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1314423.125000 Penalty: 2756.818359
	Iteration 9Q: 3 clusters Score -1314423 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1314646.125000 Penalty: 2756.818359
	Iteration 10Q: 3 clusters Score -1314646 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1314845.125000 Penalty: 2756.818359
	Iteration 11Q: 3 clusters Score -1314845 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1315009.875000 Penalty: 2756.818359
	Iteration 12Q: 3 clusters Score -1315010 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1315118.625000 Penalty: 2756.818359
	Iteration 13Q: 3 clusters Score -1315119 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1315194.625000 Penalty: 2756.818359
	Iteration 14Q: 3 clusters Score -1315195 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1315265.000000 Penalty: 2756.818359
	Iteration 15Q: 3 clusters Score -1315265 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1315325.875000 Penalty: 2756.818359
	Iteration 16Q: 3 clusters Score -1315326 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1315372.750000 Penalty: 2756.818359
	Iteration 17Q: 3 clusters Score -1315373 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1315417.500000 Penalty: 2756.818359
	Iteration 18Q: 3 clusters Score -1315418 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1315442.250000 Penalty: 2756.818359
	Iteration 19Q: 3 clusters Score -1315442 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1315461.250000 Penalty: 2756.818359
	Iteration 20F: 3 clusters Score -1315461 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1315474.750000 Penalty: 2756.818359
	Iteration 21Q: 3 clusters Score -1315475 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1315481.875000 Penalty: 2756.818359
	Iteration 22Q: 3 clusters Score -1315482 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1315493.375000 Penalty: 2756.818359
	Iteration 23Q: 3 clusters Score -1315493 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1315501.250000 Penalty: 2756.818359
	Iteration 24Q: 3 clusters Score -1315501 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1315508.250000 Penalty: 2756.818359
	Iteration 25Q: 3 clusters Score -1315508 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1315517.000000 Penalty: 2756.818359
	Iteration 26Q: 3 clusters Score -1315517 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1315522.125000 Penalty: 2756.818359
	Iteration 27Q: 3 clusters Score -1315522 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1315524.500000 Penalty: 2756.818359
	Iteration 28Q: 3 clusters Score -1315524 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1315527.375000 Penalty: 2756.818359
	Iteration 29Q: 3 clusters Score -1315527 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1315531.125000 Penalty: 2756.818359
	Iteration 30Q: 3 clusters Score -1315531 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1315531.625000 Penalty: 2756.818359
	Iteration 31Q: 3 clusters Score -1315532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1315531.625000 Penalty: 2756.818359
	Iteration 32Q: 3 clusters Score -1315532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1315535.000000 Penalty: 2756.818359
	Iteration 33Q: 3 clusters Score -1315535 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1315537.875000 Penalty: 2756.818359
	Iteration 34Q: 3 clusters Score -1315538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1315541.250000 Penalty: 2756.818359
	Iteration 35Q: 3 clusters Score -1315541 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1315536.625000 Penalty: 2756.818359
	Iteration 36Q: 3 clusters Score -1315537 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1315539.250000 Penalty: 2756.818359
	Iteration 37Q: 3 clusters Score -1315539 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1315536.875000 Penalty: 2756.818359
	Iteration 38Q: 3 clusters Score -1315537 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1315543.000000 Penalty: 2756.818359
	Iteration 39Q: 3 clusters Score -1315543 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1315543.750000 Penalty: 2756.818359
	Iteration 40F: 3 clusters Score -1315544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1315544.375000 Penalty: 2756.818359
	Iteration 41Q: 3 clusters Score -1315544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1315548.375000 Penalty: 2756.818359
	Iteration 42Q: 3 clusters Score -1315548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1315549.750000 Penalty: 2756.818359
	Iteration 43Q: 3 clusters Score -1315550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1315549.500000 Penalty: 2756.818359
	Iteration 44Q: 3 clusters Score -1315550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1315550.125000 Penalty: 2756.818359
	Iteration 45Q: 3 clusters Score -1315550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1315552.875000 Penalty: 2756.818359
	Iteration 46Q: 3 clusters Score -1315553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1315553.250000 Penalty: 2756.818359
	Iteration 47Q: 3 clusters Score -1315553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1315554.750000 Penalty: 2756.818359
	Iteration 48Q: 3 clusters Score -1315555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1315556.250000 Penalty: 2756.818359
	Iteration 49Q: 3 clusters Score -1315556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1315558.125000 Penalty: 2756.818359
	Iteration 50Q: 3 clusters Score -1315558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1315560.750000 Penalty: 2756.818359
	Iteration 51Q: 3 clusters Score -1315561 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1315557.375000 Penalty: 2756.818359
	Iteration 52Q: 3 clusters Score -1315557 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1315558.875000 Penalty: 2756.818359
	Iteration 53Q: 3 clusters Score -1315559 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1315565.750000 Penalty: 2756.818359
	Iteration 54Q: 3 clusters Score -1315566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1315562.750000 Penalty: 2756.818359
	Iteration 55Q: 3 clusters Score -1315563 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1315565.375000 Penalty: 2756.818359
	Iteration 56Q: 3 clusters Score -1315565 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1315572.500000 Penalty: 2756.818359
	Iteration 57Q: 3 clusters Score -1315572 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1315577.125000 Penalty: 2756.818359
	Iteration 58Q: 3 clusters Score -1315577 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1315580.125000 Penalty: 2756.818359
	Iteration 59Q: 3 clusters Score -1315580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1315583.875000 Penalty: 2756.818359
	Iteration 60F: 3 clusters Score -1315584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1315582.125000 Penalty: 2756.818359
	Iteration 61Q: 3 clusters Score -1315582 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1315589.000000 Penalty: 2756.818359
	Iteration 62Q: 3 clusters Score -1315589 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1315589.375000 Penalty: 2756.818359
	Iteration 63Q: 3 clusters Score -1315589 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1315588.875000 Penalty: 2756.818359
	Iteration 64Q: 3 clusters Score -1315589 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1315595.750000 Penalty: 2756.818359
	Iteration 65Q: 3 clusters Score -1315596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1315596.625000 Penalty: 2756.818359
	Iteration 66Q: 3 clusters Score -1315597 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1315599.000000 Penalty: 2756.818359
	Iteration 67Q: 3 clusters Score -1315599 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1315600.250000 Penalty: 2756.818359
	Iteration 68Q: 3 clusters Score -1315600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1315603.000000 Penalty: 2756.818359
	Iteration 69Q: 3 clusters Score -1315603 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1315602.250000 Penalty: 2756.818359
	Iteration 70Q: 3 clusters Score -1315602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1315605.500000 Penalty: 2756.818359
	Iteration 71Q: 3 clusters Score -1315606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1315606.125000 Penalty: 2756.818359
	Iteration 72Q: 3 clusters Score -1315606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1315609.125000 Penalty: 2756.818359
	Iteration 73Q: 3 clusters Score -1315609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1315609.875000 Penalty: 2756.818359
	Iteration 74Q: 3 clusters Score -1315610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1315611.500000 Penalty: 2756.818359
	Iteration 75Q: 3 clusters Score -1315612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1315610.125000 Penalty: 2756.818359
	Iteration 76Q: 3 clusters Score -1315610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1315610.125000 Penalty: 2756.818359
	Iteration 77F: 3 clusters Score -1315610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (9434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Entering Unmasked Estep 
Score: -1197378.875000 Penalty: 1361.828857
	Iteration 0F: 2 clusters Score -1197379 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1190906.375000 Penalty: 2723.657715
	Iteration 0F: 3 clusters Score -1190906 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1192935.625000 Penalty: 2723.657715
	Iteration 1F: 3 clusters Score -1192936 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1193227.500000 Penalty: 2723.657715
	Iteration 2F: 3 clusters Score -1193228 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1193436.750000 Penalty: 2723.657715
	Iteration 3Q: 3 clusters Score -1193437 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1193595.375000 Penalty: 2723.657715
	Iteration 4Q: 3 clusters Score -1193595 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1193766.750000 Penalty: 2723.657715
	Iteration 5Q: 3 clusters Score -1193767 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1193980.750000 Penalty: 2723.657715
	Iteration 6Q: 3 clusters Score -1193981 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1194222.125000 Penalty: 2723.657715
	Iteration 7Q: 3 clusters Score -1194222 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1194474.375000 Penalty: 2723.657715
	Iteration 8Q: 3 clusters Score -1194474 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1194744.875000 Penalty: 2723.657715
	Iteration 9Q: 3 clusters Score -1194745 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1195014.875000 Penalty: 2723.657715
	Iteration 10Q: 3 clusters Score -1195015 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1195274.375000 Penalty: 2723.657715
	Iteration 11Q: 3 clusters Score -1195274 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1195490.250000 Penalty: 2723.657715
	Iteration 12Q: 3 clusters Score -1195490 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1195682.125000 Penalty: 2723.657715
	Iteration 13Q: 3 clusters Score -1195682 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1195849.375000 Penalty: 2723.657715
	Iteration 14Q: 3 clusters Score -1195849 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1195987.125000 Penalty: 2723.657715
	Iteration 15Q: 3 clusters Score -1195987 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1196074.000000 Penalty: 2723.657715
	Iteration 16Q: 3 clusters Score -1196074 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1196131.000000 Penalty: 2723.657715
	Iteration 17Q: 3 clusters Score -1196131 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1196171.000000 Penalty: 2723.657715
	Iteration 18Q: 3 clusters Score -1196171 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1196218.250000 Penalty: 2723.657715
	Iteration 19Q: 3 clusters Score -1196218 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1196253.375000 Penalty: 2723.657715
	Iteration 20F: 3 clusters Score -1196253 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1196277.750000 Penalty: 2723.657715
	Iteration 21Q: 3 clusters Score -1196278 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1196302.750000 Penalty: 2723.657715
	Iteration 22Q: 3 clusters Score -1196303 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1196326.250000 Penalty: 2723.657715
	Iteration 23Q: 3 clusters Score -1196326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1196330.875000 Penalty: 2723.657715
	Iteration 24Q: 3 clusters Score -1196331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1196335.000000 Penalty: 2723.657715
	Iteration 25Q: 3 clusters Score -1196335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1196340.500000 Penalty: 2723.657715
	Iteration 26Q: 3 clusters Score -1196340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1196342.750000 Penalty: 2723.657715
	Iteration 27Q: 3 clusters Score -1196343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1196349.250000 Penalty: 2723.657715
	Iteration 28Q: 3 clusters Score -1196349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1196351.125000 Penalty: 2723.657715
	Iteration 29Q: 3 clusters Score -1196351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1196351.250000 Penalty: 2723.657715
	Iteration 30Q: 3 clusters Score -1196351 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1196351.250000 Penalty: 2723.657715
	Iteration 31F: 3 clusters Score -1196351 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (51838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51838 members 
Entering Unmasked Estep 
Score: -6615767.000000 Penalty: 1615.354858
	Iteration 0F: 2 clusters Score -6615767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25855 members 
Mstep: Class 2 contains 25983 members 
Entering Unmasked Estep 
Score: -6582933.500000 Penalty: 3230.709717
	Iteration 0F: 3 clusters Score -6582934 nChanged 24152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24613 members 
Mstep: Class 2 contains 27225 members 
Entering Unmasked Estep 
Score: -6596515.000000 Penalty: 3230.709717
	Iteration 1F: 3 clusters Score -6596515 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23812 members 
Mstep: Class 2 contains 28026 members 
Entering Unmasked Estep 
Score: -6597345.500000 Penalty: 3230.709717
	Iteration 2Q: 3 clusters Score -6597346 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22724 members 
Mstep: Class 2 contains 29114 members 
Entering Unmasked Estep 
Score: -6598312.500000 Penalty: 3230.709717
	Iteration 3Q: 3 clusters Score -6598312 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 30565 members 
Entering Unmasked Estep 
Score: -6599499.500000 Penalty: 3230.709717
	Iteration 4F: 3 clusters Score -6599500 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 32460 members 
Entering Unmasked Estep 
Score: -6600924.000000 Penalty: 3230.709717
	Iteration 5F: 3 clusters Score -6600924 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 34809 members 
Entering Unmasked Estep 
Score: -6602675.000000 Penalty: 3230.709717
	Iteration 6F: 3 clusters Score -6602675 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 37480 members 
Entering Unmasked Estep 
Score: -6604698.500000 Penalty: 3230.709717
	Iteration 7F: 3 clusters Score -6604698 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 40217 members 
Entering Unmasked Estep 
Score: -6606488.000000 Penalty: 3230.709717
	Iteration 8F: 3 clusters Score -6606488 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 42800 members 
Entering Unmasked Estep 
Score: -6608139.000000 Penalty: 3230.709717
	Iteration 9F: 3 clusters Score -6608139 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 45079 members 
Entering Unmasked Estep 
Score: -6609560.000000 Penalty: 3230.709717
	Iteration 10Q: 3 clusters Score -6609560 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 47098 members 
Entering Unmasked Estep 
Score: -6610955.000000 Penalty: 3230.709717
	Iteration 11Q: 3 clusters Score -6610955 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 48789 members 
Entering Unmasked Estep 
Score: -6612211.000000 Penalty: 3230.709717
	Iteration 12Q: 3 clusters Score -6612211 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 49954 members 
Entering Unmasked Estep 
Score: -6613058.000000 Penalty: 3230.709717
	Iteration 13Q: 3 clusters Score -6613058 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 50670 members 
Entering Unmasked Estep 
Score: -6613628.500000 Penalty: 3230.709717
	Iteration 14Q: 3 clusters Score -6613628 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 51081 members 
Entering Unmasked Estep 
Score: -6613995.000000 Penalty: 3230.709717
	Iteration 15Q: 3 clusters Score -6613995 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 51295 members 
Entering Unmasked Estep 
Score: -6614183.500000 Penalty: 3230.709717
	Iteration 16Q: 3 clusters Score -6614184 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 51387 members 
Entering Unmasked Estep 
Score: -6614295.000000 Penalty: 3230.709717
	Iteration 17Q: 3 clusters Score -6614295 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 51426 members 
Entering Unmasked Estep 
Score: -6614336.000000 Penalty: 3230.709717
	Iteration 18Q: 3 clusters Score -6614336 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 51448 members 
Entering Unmasked Estep 
Score: -6614369.500000 Penalty: 3230.709717
	Iteration 19Q: 3 clusters Score -6614370 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 51463 members 
Entering Unmasked Estep 
Score: -6614376.500000 Penalty: 3230.709717
	Iteration 20F: 3 clusters Score -6614376 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 51472 members 
Entering Unmasked Estep 
Score: -6614388.000000 Penalty: 3230.709717
	Iteration 21Q: 3 clusters Score -6614388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 51475 members 
Entering Unmasked Estep 
Score: -6614404.500000 Penalty: 3230.709717
	Iteration 22Q: 3 clusters Score -6614404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 51482 members 
Entering Unmasked Estep 
Score: -6614410.000000 Penalty: 3230.709717
	Iteration 23Q: 3 clusters Score -6614410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 51484 members 
Entering Unmasked Estep 
Score: -6614418.000000 Penalty: 3230.709717
	Iteration 24Q: 3 clusters Score -6614418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 51486 members 
Entering Unmasked Estep 
Score: -6614418.500000 Penalty: 3230.709717
	Iteration 25Q: 3 clusters Score -6614418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 51490 members 
Entering Unmasked Estep 
Score: -6614418.500000 Penalty: 3230.709717
	Iteration 26Q: 3 clusters Score -6614418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 51492 members 
Entering Unmasked Estep 
Score: -6614422.000000 Penalty: 3230.709717
	Iteration 27Q: 3 clusters Score -6614422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 51493 members 
Entering Unmasked Estep 
Score: -6614429.000000 Penalty: 3230.709717
	Iteration 28Q: 3 clusters Score -6614429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 51494 members 
Entering Unmasked Estep 
Score: -6614432.500000 Penalty: 3230.709717
	Iteration 29Q: 3 clusters Score -6614432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 51496 members 
Entering Unmasked Estep 
Score: -6614439.000000 Penalty: 3230.709717
	Iteration 30Q: 3 clusters Score -6614439 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 51496 members 
Entering Unmasked Estep 
Score: -6614439.000000 Penalty: 3230.709717
	Iteration 31F: 3 clusters Score -6614439 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Entering Unmasked Estep 
Score: -13956.135742 Penalty: 753.314148
	Iteration 0F: 2 clusters Score -13956.14 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 84 members 
Entering Unmasked Estep 
Score: -13518.264648 Penalty: 1506.628296
	Iteration 0F: 3 clusters Score -13518.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -13585.057617 Penalty: 1506.628296
	Iteration 1F: 3 clusters Score -13585.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -13590.186523 Penalty: 1506.628296
	Iteration 2Q: 3 clusters Score -13590.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -13594.452148 Penalty: 1506.628296
	Iteration 3Q: 3 clusters Score -13594.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -13594.452148 Penalty: 1506.628296
	Iteration 4F: 3 clusters Score -13594.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Entering Unmasked Estep 
Score: -37846.433594 Penalty: 894.111450
	Iteration 0F: 2 clusters Score -37846.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -37018.109375 Penalty: 1788.222900
	Iteration 0F: 3 clusters Score -37018.11 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -37157.605469 Penalty: 1788.222900
	Iteration 1F: 3 clusters Score -37157.61 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -37205.015625 Penalty: 1788.222900
	Iteration 2Q: 3 clusters Score -37205.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -37222.726562 Penalty: 1788.222900
	Iteration 3Q: 3 clusters Score -37222.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -37224.910156 Penalty: 1788.222900
	Iteration 4Q: 3 clusters Score -37224.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -37228.402344 Penalty: 1788.222900
	Iteration 5Q: 3 clusters Score -37228.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -37230.683594 Penalty: 1788.222900
	Iteration 6Q: 3 clusters Score -37230.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -37230.683594 Penalty: 1788.222900
	Iteration 7F: 3 clusters Score -37230.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Entering Unmasked Estep 
Score: -11681.163086 Penalty: 771.882996
	Iteration 0F: 2 clusters Score -11681.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -11192.266602 Penalty: 1543.765991
	Iteration 0F: 3 clusters Score -11192.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -11240.854492 Penalty: 1543.765991
	Iteration 1F: 3 clusters Score -11240.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -11258.864258 Penalty: 1543.765991
	Iteration 2Q: 3 clusters Score -11258.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -11266.506836 Penalty: 1543.765991
	Iteration 3Q: 3 clusters Score -11266.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -11291.855469 Penalty: 1543.765991
	Iteration 4Q: 3 clusters Score -11291.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -11302.514648 Penalty: 1543.765991
	Iteration 5Q: 3 clusters Score -11302.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -11302.514648 Penalty: 1543.765991
	Iteration 6F: 3 clusters Score -11302.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Entering Unmasked Estep 
Score: -14723.255859 Penalty: 756.112976
	Iteration 0F: 2 clusters Score -14723.26 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 82 members 
Entering Unmasked Estep 
Score: -14202.673828 Penalty: 1512.225952
	Iteration 0F: 3 clusters Score -14202.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -14240.980469 Penalty: 1512.225952
	Iteration 1F: 3 clusters Score -14240.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (22311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22311 members 
Entering Unmasked Estep 
Score: -2821583.500000 Penalty: 1489.909912
	Iteration 0F: 2 clusters Score -2821584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -2806960.500000 Penalty: 2979.819824
	Iteration 0F: 3 clusters Score -2806960 nChanged 9852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -2812276.250000 Penalty: 2979.819824
	Iteration 1F: 3 clusters Score -2812276 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -2812742.500000 Penalty: 2979.819824
	Iteration 2F: 3 clusters Score -2812742 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -2813293.500000 Penalty: 2979.819824
	Iteration 3F: 3 clusters Score -2813294 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -2813878.500000 Penalty: 2979.819824
	Iteration 4F: 3 clusters Score -2813878 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -2814631.000000 Penalty: 2979.819824
	Iteration 5F: 3 clusters Score -2814631 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -2815491.750000 Penalty: 2979.819824
	Iteration 6F: 3 clusters Score -2815492 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -2816273.750000 Penalty: 2979.819824
	Iteration 7F: 3 clusters Score -2816274 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -2816872.250000 Penalty: 2979.819824
	Iteration 8F: 3 clusters Score -2816872 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -2817264.250000 Penalty: 2979.819824
	Iteration 9Q: 3 clusters Score -2817264 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -2817556.000000 Penalty: 2979.819824
	Iteration 10Q: 3 clusters Score -2817556 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -2817734.000000 Penalty: 2979.819824
	Iteration 11Q: 3 clusters Score -2817734 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -2817877.750000 Penalty: 2979.819824
	Iteration 12Q: 3 clusters Score -2817878 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -2817979.500000 Penalty: 2979.819824
	Iteration 13Q: 3 clusters Score -2817980 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -2818074.250000 Penalty: 2979.819824
	Iteration 14Q: 3 clusters Score -2818074 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -2818134.250000 Penalty: 2979.819824
	Iteration 15Q: 3 clusters Score -2818134 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -2818204.250000 Penalty: 2979.819824
	Iteration 16Q: 3 clusters Score -2818204 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -2818258.250000 Penalty: 2979.819824
	Iteration 17Q: 3 clusters Score -2818258 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -2818319.000000 Penalty: 2979.819824
	Iteration 18Q: 3 clusters Score -2818319 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -2818379.500000 Penalty: 2979.819824
	Iteration 19Q: 3 clusters Score -2818380 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -2818461.000000 Penalty: 2979.819824
	Iteration 20F: 3 clusters Score -2818461 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -2818528.000000 Penalty: 2979.819824
	Iteration 21Q: 3 clusters Score -2818528 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -2818636.000000 Penalty: 2979.819824
	Iteration 22Q: 3 clusters Score -2818636 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -2818735.750000 Penalty: 2979.819824
	Iteration 23Q: 3 clusters Score -2818736 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -2818835.250000 Penalty: 2979.819824
	Iteration 24Q: 3 clusters Score -2818835 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -2818938.500000 Penalty: 2979.819824
	Iteration 25Q: 3 clusters Score -2818938 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -2819061.250000 Penalty: 2979.819824
	Iteration 26Q: 3 clusters Score -2819061 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -2819192.750000 Penalty: 2979.819824
	Iteration 27Q: 3 clusters Score -2819193 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -2819315.500000 Penalty: 2979.819824
	Iteration 28Q: 3 clusters Score -2819316 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -2819449.250000 Penalty: 2979.819824
	Iteration 29Q: 3 clusters Score -2819449 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -2819592.500000 Penalty: 2979.819824
	Iteration 30Q: 3 clusters Score -2819592 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -2819733.000000 Penalty: 2979.819824
	Iteration 31Q: 3 clusters Score -2819733 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -2819884.250000 Penalty: 2979.819824
	Iteration 32Q: 3 clusters Score -2819884 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -2820014.000000 Penalty: 2979.819824
	Iteration 33Q: 3 clusters Score -2820014 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -2820139.000000 Penalty: 2979.819824
	Iteration 34Q: 3 clusters Score -2820139 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -2820239.750000 Penalty: 2979.819824
	Iteration 35Q: 3 clusters Score -2820240 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -2820329.250000 Penalty: 2979.819824
	Iteration 36Q: 3 clusters Score -2820329 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -2820397.000000 Penalty: 2979.819824
	Iteration 37Q: 3 clusters Score -2820397 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -2820465.250000 Penalty: 2979.819824
	Iteration 38Q: 3 clusters Score -2820465 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -2820513.750000 Penalty: 2979.819824
	Iteration 39Q: 3 clusters Score -2820514 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -2820564.500000 Penalty: 2979.819824
	Iteration 40F: 3 clusters Score -2820564 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 20182 members 
Entering Unmasked Estep 
Score: -2820600.000000 Penalty: 2979.819824
	Iteration 41Q: 3 clusters Score -2820600 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -2820628.750000 Penalty: 2979.819824
	Iteration 42Q: 3 clusters Score -2820629 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -2820656.000000 Penalty: 2979.819824
	Iteration 43Q: 3 clusters Score -2820656 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -2820676.250000 Penalty: 2979.819824
	Iteration 44Q: 3 clusters Score -2820676 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 20448 members 
Entering Unmasked Estep 
Score: -2820692.500000 Penalty: 2979.819824
	Iteration 45Q: 3 clusters Score -2820692 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -2820702.250000 Penalty: 2979.819824
	Iteration 46Q: 3 clusters Score -2820702 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -2820707.500000 Penalty: 2979.819824
	Iteration 47Q: 3 clusters Score -2820708 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -2820721.250000 Penalty: 2979.819824
	Iteration 48Q: 3 clusters Score -2820721 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -2820729.250000 Penalty: 2979.819824
	Iteration 49Q: 3 clusters Score -2820729 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -2820745.750000 Penalty: 2979.819824
	Iteration 50Q: 3 clusters Score -2820746 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -2820750.000000 Penalty: 2979.819824
	Iteration 51Q: 3 clusters Score -2820750 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -2820752.000000 Penalty: 2979.819824
	Iteration 52Q: 3 clusters Score -2820752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -2820754.250000 Penalty: 2979.819824
	Iteration 53Q: 3 clusters Score -2820754 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
Score: -2820766.250000 Penalty: 2979.819824
	Iteration 54Q: 3 clusters Score -2820766 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 20703 members 
Entering Unmasked Estep 
Score: -2820774.750000 Penalty: 2979.819824
	Iteration 55Q: 3 clusters Score -2820775 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -2820775.250000 Penalty: 2979.819824
	Iteration 56Q: 3 clusters Score -2820775 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 20734 members 
Entering Unmasked Estep 
Score: -2820775.250000 Penalty: 2979.819824
	Iteration 57Q: 3 clusters Score -2820775 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -2820782.250000 Penalty: 2979.819824
	Iteration 58Q: 3 clusters Score -2820782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 20751 members 
Entering Unmasked Estep 
Score: -2820785.250000 Penalty: 2979.819824
	Iteration 59Q: 3 clusters Score -2820785 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
Score: -2820782.250000 Penalty: 2979.819824
	Iteration 60F: 3 clusters Score -2820782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -2820786.750000 Penalty: 2979.819824
	Iteration 61Q: 3 clusters Score -2820787 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -2820792.500000 Penalty: 2979.819824
	Iteration 62Q: 3 clusters Score -2820792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -2820797.250000 Penalty: 2979.819824
	Iteration 63Q: 3 clusters Score -2820797 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -2820796.250000 Penalty: 2979.819824
	Iteration 64Q: 3 clusters Score -2820796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -2820798.000000 Penalty: 2979.819824
	Iteration 65Q: 3 clusters Score -2820798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -2820801.000000 Penalty: 2979.819824
	Iteration 66Q: 3 clusters Score -2820801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 20798 members 
Entering Unmasked Estep 
Score: -2820802.500000 Penalty: 2979.819824
	Iteration 67Q: 3 clusters Score -2820802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 20798 members 
Entering Unmasked Estep 
Score: -2820802.500000 Penalty: 2979.819824
	Iteration 68F: 3 clusters Score -2820802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (49300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49300 members 
Entering Unmasked Estep 
Score: -6235761.500000 Penalty: 1607.885132
	Iteration 0F: 2 clusters Score -6235762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24549 members 
Mstep: Class 2 contains 24751 members 
Entering Unmasked Estep 
Score: -6204179.500000 Penalty: 3215.770264
	Iteration 0F: 3 clusters Score -6204180 nChanged 22832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 24717 members 
Entering Unmasked Estep 
Score: -6217209.500000 Penalty: 3215.770264
	Iteration 1F: 3 clusters Score -6217210 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 24719 members 
Entering Unmasked Estep 
Score: -6218006.000000 Penalty: 3215.770264
	Iteration 2Q: 3 clusters Score -6218006 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24593 members 
Mstep: Class 2 contains 24707 members 
Entering Unmasked Estep 
Score: -6218945.500000 Penalty: 3215.770264
	Iteration 3Q: 3 clusters Score -6218946 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24662 members 
Mstep: Class 2 contains 24638 members 
Entering Unmasked Estep 
Score: -6219879.000000 Penalty: 3215.770264
	Iteration 4Q: 3 clusters Score -6219879 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24578 members 
Mstep: Class 2 contains 24722 members 
Entering Unmasked Estep 
Score: -6220997.500000 Penalty: 3215.770264
	Iteration 5Q: 3 clusters Score -6220998 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24317 members 
Mstep: Class 2 contains 24983 members 
Entering Unmasked Estep 
Score: -6221991.500000 Penalty: 3215.770264
	Iteration 6Q: 3 clusters Score -6221992 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23864 members 
Mstep: Class 2 contains 25436 members 
Entering Unmasked Estep 
Score: -6222904.000000 Penalty: 3215.770264
	Iteration 7Q: 3 clusters Score -6222904 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23260 members 
Mstep: Class 2 contains 26040 members 
Entering Unmasked Estep 
Score: -6223674.500000 Penalty: 3215.770264
	Iteration 8Q: 3 clusters Score -6223674 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22367 members 
Mstep: Class 2 contains 26933 members 
Entering Unmasked Estep 
Score: -6224482.500000 Penalty: 3215.770264
	Iteration 9Q: 3 clusters Score -6224482 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21269 members 
Mstep: Class 2 contains 28031 members 
Entering Unmasked Estep 
Score: -6225204.500000 Penalty: 3215.770264
	Iteration 10Q: 3 clusters Score -6225204 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19964 members 
Mstep: Class 2 contains 29336 members 
Entering Unmasked Estep 
Score: -6225926.000000 Penalty: 3215.770264
	Iteration 11Q: 3 clusters Score -6225926 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 30909 members 
Entering Unmasked Estep 
Score: -6226734.000000 Penalty: 3215.770264
	Iteration 12Q: 3 clusters Score -6226734 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 32723 members 
Entering Unmasked Estep 
Score: -6227643.500000 Penalty: 3215.770264
	Iteration 13Q: 3 clusters Score -6227644 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 34720 members 
Entering Unmasked Estep 
Score: -6228663.500000 Penalty: 3215.770264
	Iteration 14Q: 3 clusters Score -6228664 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 36809 members 
Entering Unmasked Estep 
Score: -6229700.500000 Penalty: 3215.770264
	Iteration 15Q: 3 clusters Score -6229700 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 38922 members 
Entering Unmasked Estep 
Score: -6230757.500000 Penalty: 3215.770264
	Iteration 16Q: 3 clusters Score -6230758 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 40871 members 
Entering Unmasked Estep 
Score: -6231753.500000 Penalty: 3215.770264
	Iteration 17Q: 3 clusters Score -6231754 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 42470 members 
Entering Unmasked Estep 
Score: -6232523.000000 Penalty: 3215.770264
	Iteration 18Q: 3 clusters Score -6232523 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 43841 members 
Entering Unmasked Estep 
Score: -6233157.000000 Penalty: 3215.770264
	Iteration 19Q: 3 clusters Score -6233157 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 44932 members 
Entering Unmasked Estep 
Score: -6233660.500000 Penalty: 3215.770264
	Iteration 20F: 3 clusters Score -6233660 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 45726 members 
Entering Unmasked Estep 
Score: -6233998.000000 Penalty: 3215.770264
	Iteration 21Q: 3 clusters Score -6233998 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 46286 members 
Entering Unmasked Estep 
Score: -6234217.500000 Penalty: 3215.770264
	Iteration 22Q: 3 clusters Score -6234218 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 46705 members 
Entering Unmasked Estep 
Score: -6234389.500000 Penalty: 3215.770264
	Iteration 23Q: 3 clusters Score -6234390 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 47004 members 
Entering Unmasked Estep 
Score: -6234526.000000 Penalty: 3215.770264
	Iteration 24Q: 3 clusters Score -6234526 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 47227 members 
Entering Unmasked Estep 
Score: -6234613.500000 Penalty: 3215.770264
	Iteration 25Q: 3 clusters Score -6234614 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 47382 members 
Entering Unmasked Estep 
Score: -6234649.000000 Penalty: 3215.770264
	Iteration 26Q: 3 clusters Score -6234649 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 47503 members 
Entering Unmasked Estep 
Score: -6234691.500000 Penalty: 3215.770264
	Iteration 27Q: 3 clusters Score -6234692 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 47592 members 
Entering Unmasked Estep 
Score: -6234731.500000 Penalty: 3215.770264
	Iteration 28Q: 3 clusters Score -6234732 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 47667 members 
Entering Unmasked Estep 
Score: -6234739.000000 Penalty: 3215.770264
	Iteration 29Q: 3 clusters Score -6234739 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 47734 members 
Entering Unmasked Estep 
Score: -6234776.500000 Penalty: 3215.770264
	Iteration 30Q: 3 clusters Score -6234776 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 47802 members 
Entering Unmasked Estep 
Score: -6234784.000000 Penalty: 3215.770264
	Iteration 31Q: 3 clusters Score -6234784 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 47842 members 
Entering Unmasked Estep 
Score: -6234794.500000 Penalty: 3215.770264
	Iteration 32Q: 3 clusters Score -6234794 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 47882 members 
Entering Unmasked Estep 
Score: -6234812.500000 Penalty: 3215.770264
	Iteration 33Q: 3 clusters Score -6234812 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 47907 members 
Entering Unmasked Estep 
Score: -6234828.000000 Penalty: 3215.770264
	Iteration 34Q: 3 clusters Score -6234828 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 47931 members 
Entering Unmasked Estep 
Score: -6234842.000000 Penalty: 3215.770264
	Iteration 35Q: 3 clusters Score -6234842 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 47957 members 
Entering Unmasked Estep 
Score: -6234863.500000 Penalty: 3215.770264
	Iteration 36Q: 3 clusters Score -6234864 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 47977 members 
Entering Unmasked Estep 
Score: -6234880.000000 Penalty: 3215.770264
	Iteration 37Q: 3 clusters Score -6234880 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 47992 members 
Entering Unmasked Estep 
Score: -6234882.500000 Penalty: 3215.770264
	Iteration 38Q: 3 clusters Score -6234882 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 48008 members 
Entering Unmasked Estep 
Score: -6234892.000000 Penalty: 3215.770264
	Iteration 39Q: 3 clusters Score -6234892 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 48020 members 
Entering Unmasked Estep 
Score: -6234895.000000 Penalty: 3215.770264
	Iteration 40F: 3 clusters Score -6234895 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 48033 members 
Entering Unmasked Estep 
Score: -6234901.000000 Penalty: 3215.770264
	Iteration 41Q: 3 clusters Score -6234901 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 48038 members 
Entering Unmasked Estep 
Score: -6234896.000000 Penalty: 3215.770264
	Iteration 42Q: 3 clusters Score -6234896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 48042 members 
Entering Unmasked Estep 
Score: -6234903.500000 Penalty: 3215.770264
	Iteration 43Q: 3 clusters Score -6234904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 48045 members 
Entering Unmasked Estep 
Score: -6234898.500000 Penalty: 3215.770264
	Iteration 44Q: 3 clusters Score -6234898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 48047 members 
Entering Unmasked Estep 
Score: -6234899.000000 Penalty: 3215.770264
	Iteration 45Q: 3 clusters Score -6234899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 48050 members 
Entering Unmasked Estep 
Score: -6234905.000000 Penalty: 3215.770264
	Iteration 46Q: 3 clusters Score -6234905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 48053 members 
Entering Unmasked Estep 
Score: -6234901.000000 Penalty: 3215.770264
	Iteration 47Q: 3 clusters Score -6234901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 48055 members 
Entering Unmasked Estep 
Score: -6234905.500000 Penalty: 3215.770264
	Iteration 48Q: 3 clusters Score -6234906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 48055 members 
Entering Unmasked Estep 
Score: -6234902.000000 Penalty: 3215.770264
	Iteration 49Q: 3 clusters Score -6234902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 48057 members 
Entering Unmasked Estep 
Score: -6234901.500000 Penalty: 3215.770264
	Iteration 50Q: 3 clusters Score -6234902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 48058 members 
Entering Unmasked Estep 
Score: -6234899.500000 Penalty: 3215.770264
	Iteration 51Q: 3 clusters Score -6234900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 48059 members 
Entering Unmasked Estep 
Score: -6234902.000000 Penalty: 3215.770264
	Iteration 52Q: 3 clusters Score -6234902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 48060 members 
Entering Unmasked Estep 
Score: -6234902.500000 Penalty: 3215.770264
	Iteration 53Q: 3 clusters Score -6234902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 48060 members 
Entering Unmasked Estep 
Score: -6234902.500000 Penalty: 3215.770264
	Iteration 54F: 3 clusters Score -6234902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 43669 members 
Mstep: Class 2 contains 12226 members 
Mstep: Class 3 contains 43789 members 
Mstep: Class 4 contains 29910 members 
Mstep: Class 5 contains 31751 members 
Mstep: Class 6 contains 5360 members 
Mstep: Class 7 contains 39879 members 
Mstep: Class 8 contains 21728 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6339 members 
Mstep: Class 11 contains 35176 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67619 members 
Mstep: Class 15 contains 10436 members 
Mstep: Class 16 contains 11882 members 
Mstep: Class 17 contains 3921 members 
Mstep: Class 18 contains 25777 members 
Mstep: Class 19 contains 10460 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5671 members 
Mstep: Class 22 contains 15035 members 
Mstep: Class 23 contains 19366 members 
Mstep: Class 24 contains 3642 members 
Mstep: Class 25 contains 14874 members 
Mstep: Class 26 contains 5412 members 
Mstep: Class 27 contains 12025 members 
Mstep: Class 28 contains 11939 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16098 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6910 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10546 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 51838 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Mstep: Class 45 contains 49300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030592.000000 Penalty: 89796.125000
Iteration 479Q: 46 clusters Score -8.103059e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 43663 members 
Mstep: Class 2 contains 12226 members 
Mstep: Class 3 contains 43790 members 
Mstep: Class 4 contains 29911 members 
Mstep: Class 5 contains 31751 members 
Mstep: Class 6 contains 5356 members 
Mstep: Class 7 contains 39874 members 
Mstep: Class 8 contains 21728 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6339 members 
Mstep: Class 11 contains 35174 members 
Mstep: Class 12 contains 2138 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67619 members 
Mstep: Class 15 contains 10436 members 
Mstep: Class 16 contains 11882 members 
Mstep: Class 17 contains 3920 members 
Mstep: Class 18 contains 25777 members 
Mstep: Class 19 contains 10459 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5671 members 
Mstep: Class 22 contains 15035 members 
Mstep: Class 23 contains 19366 members 
Mstep: Class 24 contains 3642 members 
Mstep: Class 25 contains 14875 members 
Mstep: Class 26 contains 5412 members 
Mstep: Class 27 contains 12028 members 
Mstep: Class 28 contains 11942 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16098 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6910 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10546 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 51832 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22311 members 
Mstep: Class 45 contains 49317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030544.000000 Penalty: 89796.125000
Iteration 480F: 46 clusters Score -8.103054e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 43662 members 
Mstep: Class 2 contains 12226 members 
Mstep: Class 3 contains 43789 members 
Mstep: Class 4 contains 29915 members 
Mstep: Class 5 contains 31751 members 
Mstep: Class 6 contains 5354 members 
Mstep: Class 7 contains 39874 members 
Mstep: Class 8 contains 21728 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6339 members 
Mstep: Class 11 contains 35171 members 
Mstep: Class 12 contains 2138 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67618 members 
Mstep: Class 15 contains 10436 members 
Mstep: Class 16 contains 11882 members 
Mstep: Class 17 contains 3919 members 
Mstep: Class 18 contains 25776 members 
Mstep: Class 19 contains 10459 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5671 members 
Mstep: Class 22 contains 15035 members 
Mstep: Class 23 contains 19366 members 
Mstep: Class 24 contains 3642 members 
Mstep: Class 25 contains 14877 members 
Mstep: Class 26 contains 5412 members 
Mstep: Class 27 contains 12026 members 
Mstep: Class 28 contains 11942 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16098 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6910 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10544 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 51827 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22310 members 
Mstep: Class 45 contains 49331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030648.000000 Penalty: 89796.125000
Iteration 481Q: 46 clusters Score -8.103065e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 43667 members 
Mstep: Class 2 contains 12227 members 
Mstep: Class 3 contains 43790 members 
Mstep: Class 4 contains 29917 members 
Mstep: Class 5 contains 31751 members 
Mstep: Class 6 contains 5353 members 
Mstep: Class 7 contains 39872 members 
Mstep: Class 8 contains 21728 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6339 members 
Mstep: Class 11 contains 35171 members 
Mstep: Class 12 contains 2138 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67618 members 
Mstep: Class 15 contains 10437 members 
Mstep: Class 16 contains 11882 members 
Mstep: Class 17 contains 3919 members 
Mstep: Class 18 contains 25775 members 
Mstep: Class 19 contains 10459 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5671 members 
Mstep: Class 22 contains 15033 members 
Mstep: Class 23 contains 19366 members 
Mstep: Class 24 contains 3642 members 
Mstep: Class 25 contains 14877 members 
Mstep: Class 26 contains 5412 members 
Mstep: Class 27 contains 12024 members 
Mstep: Class 28 contains 11942 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16098 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6910 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10542 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 51818 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22310 members 
Mstep: Class 45 contains 49340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030608.000000 Penalty: 89796.125000
Iteration 482Q: 46 clusters Score -8.103061e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 43679 members 
Mstep: Class 2 contains 12227 members 
Mstep: Class 3 contains 43793 members 
Mstep: Class 4 contains 29916 members 
Mstep: Class 5 contains 31752 members 
Mstep: Class 6 contains 5350 members 
Mstep: Class 7 contains 39864 members 
Mstep: Class 8 contains 21728 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6339 members 
Mstep: Class 11 contains 35168 members 
Mstep: Class 12 contains 2138 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67618 members 
Mstep: Class 15 contains 10437 members 
Mstep: Class 16 contains 11882 members 
Mstep: Class 17 contains 3919 members 
Mstep: Class 18 contains 25776 members 
Mstep: Class 19 contains 10459 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5671 members 
Mstep: Class 22 contains 15033 members 
Mstep: Class 23 contains 19366 members 
Mstep: Class 24 contains 3642 members 
Mstep: Class 25 contains 14878 members 
Mstep: Class 26 contains 5412 members 
Mstep: Class 27 contains 12026 members 
Mstep: Class 28 contains 11942 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16098 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6910 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10540 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 51809 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22310 members 
Mstep: Class 45 contains 49346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030640.000000 Penalty: 89796.125000
Iteration 483Q: 46 clusters Score -8.103064e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 43685 members 
Mstep: Class 2 contains 12227 members 
Mstep: Class 3 contains 43798 members 
Mstep: Class 4 contains 29919 members 
Mstep: Class 5 contains 31753 members 
Mstep: Class 6 contains 5350 members 
Mstep: Class 7 contains 39857 members 
Mstep: Class 8 contains 21728 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6339 members 
Mstep: Class 11 contains 35162 members 
Mstep: Class 12 contains 2137 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67618 members 
Mstep: Class 15 contains 10437 members 
Mstep: Class 16 contains 11882 members 
Mstep: Class 17 contains 3919 members 
Mstep: Class 18 contains 25777 members 
Mstep: Class 19 contains 10459 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5671 members 
Mstep: Class 22 contains 15033 members 
Mstep: Class 23 contains 19366 members 
Mstep: Class 24 contains 3642 members 
Mstep: Class 25 contains 14878 members 
Mstep: Class 26 contains 5412 members 
Mstep: Class 27 contains 12027 members 
Mstep: Class 28 contains 11942 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16098 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6910 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10539 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 51797 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22310 members 
Mstep: Class 45 contains 49356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030656.000000 Penalty: 89796.125000
Iteration 484Q: 46 clusters Score -8.103066e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 43686 members 
Mstep: Class 2 contains 12227 members 
Mstep: Class 3 contains 43801 members 
Mstep: Class 4 contains 29922 members 
Mstep: Class 5 contains 31754 members 
Mstep: Class 6 contains 5347 members 
Mstep: Class 7 contains 39860 members 
Mstep: Class 8 contains 21728 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6340 members 
Mstep: Class 11 contains 35160 members 
Mstep: Class 12 contains 2137 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67618 members 
Mstep: Class 15 contains 10438 members 
Mstep: Class 16 contains 11882 members 
Mstep: Class 17 contains 3919 members 
Mstep: Class 18 contains 25777 members 
Mstep: Class 19 contains 10459 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5672 members 
Mstep: Class 22 contains 15032 members 
Mstep: Class 23 contains 19366 members 
Mstep: Class 24 contains 3642 members 
Mstep: Class 25 contains 14877 members 
Mstep: Class 26 contains 5412 members 
Mstep: Class 27 contains 12025 members 
Mstep: Class 28 contains 11941 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16098 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6910 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10538 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 51786 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22310 members 
Mstep: Class 45 contains 49364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030608.000000 Penalty: 89796.125000
Iteration 485Q: 46 clusters Score -8.103061e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 43687 members 
Mstep: Class 2 contains 12227 members 
Mstep: Class 3 contains 43806 members 
Mstep: Class 4 contains 29926 members 
Mstep: Class 5 contains 31756 members 
Mstep: Class 6 contains 5347 members 
Mstep: Class 7 contains 39860 members 
Mstep: Class 8 contains 21728 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6340 members 
Mstep: Class 11 contains 35162 members 
Mstep: Class 12 contains 2137 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67619 members 
Mstep: Class 15 contains 10438 members 
Mstep: Class 16 contains 11882 members 
Mstep: Class 17 contains 3919 members 
Mstep: Class 18 contains 25777 members 
Mstep: Class 19 contains 10460 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5672 members 
Mstep: Class 22 contains 15029 members 
Mstep: Class 23 contains 19366 members 
Mstep: Class 24 contains 3643 members 
Mstep: Class 25 contains 14876 members 
Mstep: Class 26 contains 5412 members 
Mstep: Class 27 contains 12020 members 
Mstep: Class 28 contains 11941 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16098 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6910 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10538 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 51771 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22310 members 
Mstep: Class 45 contains 49371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030600.000000 Penalty: 89796.125000
Iteration 486Q: 46 clusters Score -8.10306e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 43688 members 
Mstep: Class 2 contains 12227 members 
Mstep: Class 3 contains 43819 members 
Mstep: Class 4 contains 29931 members 
Mstep: Class 5 contains 31759 members 
Mstep: Class 6 contains 5346 members 
Mstep: Class 7 contains 39858 members 
Mstep: Class 8 contains 21728 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6340 members 
Mstep: Class 11 contains 35163 members 
Mstep: Class 12 contains 2137 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67620 members 
Mstep: Class 15 contains 10438 members 
Mstep: Class 16 contains 11882 members 
Mstep: Class 17 contains 3919 members 
Mstep: Class 18 contains 25776 members 
Mstep: Class 19 contains 10460 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5673 members 
Mstep: Class 22 contains 15027 members 
Mstep: Class 23 contains 19365 members 
Mstep: Class 24 contains 3643 members 
Mstep: Class 25 contains 14876 members 
Mstep: Class 26 contains 5412 members 
Mstep: Class 27 contains 12016 members 
Mstep: Class 28 contains 11941 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16098 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6910 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10539 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 51747 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22310 members 
Mstep: Class 45 contains 49380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030584.000000 Penalty: 89796.125000
Iteration 487Q: 46 clusters Score -8.103058e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 43684 members 
Mstep: Class 2 contains 12228 members 
Mstep: Class 3 contains 43827 members 
Mstep: Class 4 contains 29942 members 
Mstep: Class 5 contains 31761 members 
Mstep: Class 6 contains 5343 members 
Mstep: Class 7 contains 39859 members 
Mstep: Class 8 contains 21728 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6340 members 
Mstep: Class 11 contains 35159 members 
Mstep: Class 12 contains 2137 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67620 members 
Mstep: Class 15 contains 10438 members 
Mstep: Class 16 contains 11882 members 
Mstep: Class 17 contains 3919 members 
Mstep: Class 18 contains 25776 members 
Mstep: Class 19 contains 10460 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5674 members 
Mstep: Class 22 contains 15026 members 
Mstep: Class 23 contains 19364 members 
Mstep: Class 24 contains 3643 members 
Mstep: Class 25 contains 14876 members 
Mstep: Class 26 contains 5411 members 
Mstep: Class 27 contains 12016 members 
Mstep: Class 28 contains 11941 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16098 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6910 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10538 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 51730 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22310 members 
Mstep: Class 45 contains 49388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030576.000000 Penalty: 89796.125000
Iteration 488Q: 46 clusters Score -8.103058e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 43688 members 
Mstep: Class 2 contains 12228 members 
Mstep: Class 3 contains 43833 members 
Mstep: Class 4 contains 29945 members 
Mstep: Class 5 contains 31763 members 
Mstep: Class 6 contains 5340 members 
Mstep: Class 7 contains 39860 members 
Mstep: Class 8 contains 21728 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6340 members 
Mstep: Class 11 contains 35160 members 
Mstep: Class 12 contains 2137 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67620 members 
Mstep: Class 15 contains 10438 members 
Mstep: Class 16 contains 11882 members 
Mstep: Class 17 contains 3919 members 
Mstep: Class 18 contains 25775 members 
Mstep: Class 19 contains 10460 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5674 members 
Mstep: Class 22 contains 15023 members 
Mstep: Class 23 contains 19364 members 
Mstep: Class 24 contains 3643 members 
Mstep: Class 25 contains 14876 members 
Mstep: Class 26 contains 5411 members 
Mstep: Class 27 contains 12012 members 
Mstep: Class 28 contains 11941 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16098 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6910 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10537 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 51718 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22310 members 
Mstep: Class 45 contains 49395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030488.000000 Penalty: 89796.125000
Iteration 489Q: 46 clusters Score -8.103049e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 43689 members 
Mstep: Class 2 contains 12227 members 
Mstep: Class 3 contains 43840 members 
Mstep: Class 4 contains 29951 members 
Mstep: Class 5 contains 31762 members 
Mstep: Class 6 contains 5335 members 
Mstep: Class 7 contains 39859 members 
Mstep: Class 8 contains 21728 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6340 members 
Mstep: Class 11 contains 35155 members 
Mstep: Class 12 contains 2137 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67621 members 
Mstep: Class 15 contains 10438 members 
Mstep: Class 16 contains 11882 members 
Mstep: Class 17 contains 3919 members 
Mstep: Class 18 contains 25775 members 
Mstep: Class 19 contains 10460 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5674 members 
Mstep: Class 22 contains 15023 members 
Mstep: Class 23 contains 19364 members 
Mstep: Class 24 contains 3643 members 
Mstep: Class 25 contains 14876 members 
Mstep: Class 26 contains 5411 members 
Mstep: Class 27 contains 12010 members 
Mstep: Class 28 contains 11942 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16098 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6910 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10535 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 51709 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22310 members 
Mstep: Class 45 contains 49405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030488.000000 Penalty: 89796.125000
Iteration 490Q: 46 clusters Score -8.103049e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 43688 members 
Mstep: Class 2 contains 12226 members 
Mstep: Class 3 contains 43845 members 
Mstep: Class 4 contains 29952 members 
Mstep: Class 5 contains 31762 members 
Mstep: Class 6 contains 5334 members 
Mstep: Class 7 contains 39859 members 
Mstep: Class 8 contains 21728 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6340 members 
Mstep: Class 11 contains 35154 members 
Mstep: Class 12 contains 2137 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67621 members 
Mstep: Class 15 contains 10438 members 
Mstep: Class 16 contains 11882 members 
Mstep: Class 17 contains 3918 members 
Mstep: Class 18 contains 25775 members 
Mstep: Class 19 contains 10461 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5674 members 
Mstep: Class 22 contains 15023 members 
Mstep: Class 23 contains 19364 members 
Mstep: Class 24 contains 3643 members 
Mstep: Class 25 contains 14876 members 
Mstep: Class 26 contains 5411 members 
Mstep: Class 27 contains 12010 members 
Mstep: Class 28 contains 11943 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16098 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6910 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10535 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 51701 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22310 members 
Mstep: Class 45 contains 49410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030480.000000 Penalty: 89796.125000
Iteration 491Q: 46 clusters Score -8.103048e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 43680 members 
Mstep: Class 2 contains 12226 members 
Mstep: Class 3 contains 43849 members 
Mstep: Class 4 contains 29953 members 
Mstep: Class 5 contains 31762 members 
Mstep: Class 6 contains 5333 members 
Mstep: Class 7 contains 39858 members 
Mstep: Class 8 contains 21728 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6340 members 
Mstep: Class 11 contains 35155 members 
Mstep: Class 12 contains 2137 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67621 members 
Mstep: Class 15 contains 10438 members 
Mstep: Class 16 contains 11882 members 
Mstep: Class 17 contains 3918 members 
Mstep: Class 18 contains 25775 members 
Mstep: Class 19 contains 10461 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5674 members 
Mstep: Class 22 contains 15022 members 
Mstep: Class 23 contains 19364 members 
Mstep: Class 24 contains 3643 members 
Mstep: Class 25 contains 14876 members 
Mstep: Class 26 contains 5411 members 
Mstep: Class 27 contains 12012 members 
Mstep: Class 28 contains 11944 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16098 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6910 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10535 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 51693 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22310 members 
Mstep: Class 45 contains 49420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030464.000000 Penalty: 89796.125000
Iteration 492Q: 46 clusters Score -8.103046e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 43673 members 
Mstep: Class 2 contains 12226 members 
Mstep: Class 3 contains 43860 members 
Mstep: Class 4 contains 29953 members 
Mstep: Class 5 contains 31762 members 
Mstep: Class 6 contains 5333 members 
Mstep: Class 7 contains 39862 members 
Mstep: Class 8 contains 21728 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6340 members 
Mstep: Class 11 contains 35153 members 
Mstep: Class 12 contains 2137 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67621 members 
Mstep: Class 15 contains 10438 members 
Mstep: Class 16 contains 11882 members 
Mstep: Class 17 contains 3918 members 
Mstep: Class 18 contains 25775 members 
Mstep: Class 19 contains 10461 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5674 members 
Mstep: Class 22 contains 15022 members 
Mstep: Class 23 contains 19364 members 
Mstep: Class 24 contains 3643 members 
Mstep: Class 25 contains 14876 members 
Mstep: Class 26 contains 5411 members 
Mstep: Class 27 contains 12011 members 
Mstep: Class 28 contains 11944 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16098 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6910 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10536 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 51680 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22310 members 
Mstep: Class 45 contains 49427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030408.000000 Penalty: 89796.125000
Iteration 493Q: 46 clusters Score -8.103041e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 43676 members 
Mstep: Class 2 contains 12226 members 
Mstep: Class 3 contains 43881 members 
Mstep: Class 4 contains 29953 members 
Mstep: Class 5 contains 31762 members 
Mstep: Class 6 contains 5333 members 
Mstep: Class 7 contains 39862 members 
Mstep: Class 8 contains 21728 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6340 members 
Mstep: Class 11 contains 35153 members 
Mstep: Class 12 contains 2137 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67621 members 
Mstep: Class 15 contains 10438 members 
Mstep: Class 16 contains 11882 members 
Mstep: Class 17 contains 3918 members 
Mstep: Class 18 contains 25775 members 
Mstep: Class 19 contains 10461 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5674 members 
Mstep: Class 22 contains 15022 members 
Mstep: Class 23 contains 19364 members 
Mstep: Class 24 contains 3643 members 
Mstep: Class 25 contains 14876 members 
Mstep: Class 26 contains 5411 members 
Mstep: Class 27 contains 12012 members 
Mstep: Class 28 contains 11943 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16098 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6910 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10536 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 51652 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22310 members 
Mstep: Class 45 contains 49431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030488.000000 Penalty: 89796.125000
Iteration 494Q: 46 clusters Score -8.103049e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 43678 members 
Mstep: Class 2 contains 12226 members 
Mstep: Class 3 contains 43898 members 
Mstep: Class 4 contains 29953 members 
Mstep: Class 5 contains 31762 members 
Mstep: Class 6 contains 5333 members 
Mstep: Class 7 contains 39864 members 
Mstep: Class 8 contains 21728 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6340 members 
Mstep: Class 11 contains 35154 members 
Mstep: Class 12 contains 2137 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67620 members 
Mstep: Class 15 contains 10438 members 
Mstep: Class 16 contains 11882 members 
Mstep: Class 17 contains 3918 members 
Mstep: Class 18 contains 25775 members 
Mstep: Class 19 contains 10461 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5674 members 
Mstep: Class 22 contains 15022 members 
Mstep: Class 23 contains 19364 members 
Mstep: Class 24 contains 3643 members 
Mstep: Class 25 contains 14876 members 
Mstep: Class 26 contains 5411 members 
Mstep: Class 27 contains 12012 members 
Mstep: Class 28 contains 11943 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16098 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6910 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10536 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 51629 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22310 members 
Mstep: Class 45 contains 49433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030472.000000 Penalty: 89796.125000
Iteration 495Q: 46 clusters Score -8.103047e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 43675 members 
Mstep: Class 2 contains 12226 members 
Mstep: Class 3 contains 43917 members 
Mstep: Class 4 contains 29952 members 
Mstep: Class 5 contains 31763 members 
Mstep: Class 6 contains 5333 members 
Mstep: Class 7 contains 39871 members 
Mstep: Class 8 contains 21728 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6340 members 
Mstep: Class 11 contains 35151 members 
Mstep: Class 12 contains 2137 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67621 members 
Mstep: Class 15 contains 10438 members 
Mstep: Class 16 contains 11882 members 
Mstep: Class 17 contains 3918 members 
Mstep: Class 18 contains 25774 members 
Mstep: Class 19 contains 10461 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5674 members 
Mstep: Class 22 contains 15022 members 
Mstep: Class 23 contains 19364 members 
Mstep: Class 24 contains 3643 members 
Mstep: Class 25 contains 14876 members 
Mstep: Class 26 contains 5411 members 
Mstep: Class 27 contains 12011 members 
Mstep: Class 28 contains 11943 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16098 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6910 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10536 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 51605 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22310 members 
Mstep: Class 45 contains 49438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030432.000000 Penalty: 89796.125000
Iteration 496Q: 46 clusters Score -8.103043e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 43674 members 
Mstep: Class 2 contains 12226 members 
Mstep: Class 3 contains 43924 members 
Mstep: Class 4 contains 29954 members 
Mstep: Class 5 contains 31764 members 
Mstep: Class 6 contains 5333 members 
Mstep: Class 7 contains 39871 members 
Mstep: Class 8 contains 21728 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6340 members 
Mstep: Class 11 contains 35150 members 
Mstep: Class 12 contains 2137 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67621 members 
Mstep: Class 15 contains 10438 members 
Mstep: Class 16 contains 11882 members 
Mstep: Class 17 contains 3918 members 
Mstep: Class 18 contains 25774 members 
Mstep: Class 19 contains 10461 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5674 members 
Mstep: Class 22 contains 15022 members 
Mstep: Class 23 contains 19364 members 
Mstep: Class 24 contains 3643 members 
Mstep: Class 25 contains 14876 members 
Mstep: Class 26 contains 5411 members 
Mstep: Class 27 contains 12011 members 
Mstep: Class 28 contains 11943 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16098 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6910 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10536 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 51593 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22310 members 
Mstep: Class 45 contains 49442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030408.000000 Penalty: 89796.125000
Iteration 497Q: 46 clusters Score -8.103041e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 43673 members 
Mstep: Class 2 contains 12225 members 
Mstep: Class 3 contains 43935 members 
Mstep: Class 4 contains 29955 members 
Mstep: Class 5 contains 31765 members 
Mstep: Class 6 contains 5333 members 
Mstep: Class 7 contains 39868 members 
Mstep: Class 8 contains 21728 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6340 members 
Mstep: Class 11 contains 35147 members 
Mstep: Class 12 contains 2137 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67621 members 
Mstep: Class 15 contains 10438 members 
Mstep: Class 16 contains 11882 members 
Mstep: Class 17 contains 3918 members 
Mstep: Class 18 contains 25774 members 
Mstep: Class 19 contains 10461 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5674 members 
Mstep: Class 22 contains 15023 members 
Mstep: Class 23 contains 19363 members 
Mstep: Class 24 contains 3643 members 
Mstep: Class 25 contains 14876 members 
Mstep: Class 26 contains 5411 members 
Mstep: Class 27 contains 12011 members 
Mstep: Class 28 contains 11943 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16098 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6910 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10536 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 51583 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22310 members 
Mstep: Class 45 contains 49447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030480.000000 Penalty: 89796.125000
Iteration 498Q: 46 clusters Score -8.103048e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 43666 members 
Mstep: Class 2 contains 12224 members 
Mstep: Class 3 contains 43950 members 
Mstep: Class 4 contains 29955 members 
Mstep: Class 5 contains 31766 members 
Mstep: Class 6 contains 5333 members 
Mstep: Class 7 contains 39866 members 
Mstep: Class 8 contains 21728 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6340 members 
Mstep: Class 11 contains 35147 members 
Mstep: Class 12 contains 2137 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67621 members 
Mstep: Class 15 contains 10438 members 
Mstep: Class 16 contains 11882 members 
Mstep: Class 17 contains 3918 members 
Mstep: Class 18 contains 25774 members 
Mstep: Class 19 contains 10461 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5674 members 
Mstep: Class 22 contains 15022 members 
Mstep: Class 23 contains 19363 members 
Mstep: Class 24 contains 3643 members 
Mstep: Class 25 contains 14876 members 
Mstep: Class 26 contains 5411 members 
Mstep: Class 27 contains 12010 members 
Mstep: Class 28 contains 11943 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16098 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6910 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10536 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 51569 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22310 members 
Mstep: Class 45 contains 49457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030432.000000 Penalty: 89796.125000
Iteration 499Q: 46 clusters Score -8.103043e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 43660 members 
Mstep: Class 2 contains 12224 members 
Mstep: Class 3 contains 43963 members 
Mstep: Class 4 contains 29956 members 
Mstep: Class 5 contains 31765 members 
Mstep: Class 6 contains 5333 members 
Mstep: Class 7 contains 39867 members 
Mstep: Class 8 contains 21728 members 
Mstep: Class 9 contains 287 members 
Mstep: Class 10 contains 6340 members 
Mstep: Class 11 contains 35149 members 
Mstep: Class 12 contains 2137 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 67620 members 
Mstep: Class 15 contains 10438 members 
Mstep: Class 16 contains 11882 members 
Mstep: Class 17 contains 3918 members 
Mstep: Class 18 contains 25775 members 
Mstep: Class 19 contains 10461 members 
Mstep: Class 20 contains 328 members 
Mstep: Class 21 contains 5674 members 
Mstep: Class 22 contains 15020 members 
Mstep: Class 23 contains 19363 members 
Mstep: Class 24 contains 3643 members 
Mstep: Class 25 contains 14876 members 
Mstep: Class 26 contains 5411 members 
Mstep: Class 27 contains 12010 members 
Mstep: Class 28 contains 11943 members 
Mstep: Class 29 contains 319 members 
Mstep: Class 30 contains 16098 members 
Mstep: Class 31 contains 408 members 
Mstep: Class 32 contains 1623 members 
Mstep: Class 33 contains 193 members 
Mstep: Class 34 contains 309 members 
Mstep: Class 35 contains 6910 members 
Mstep: Class 36 contains 401 members 
Mstep: Class 37 contains 10536 members 
Mstep: Class 38 contains 9434 members 
Mstep: Class 39 contains 51554 members 
Mstep: Class 40 contains 158 members 
Mstep: Class 41 contains 407 members 
Mstep: Class 42 contains 179 members 
Mstep: Class 43 contains 161 members 
Mstep: Class 44 contains 22310 members 
Mstep: Class 45 contains 49464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030488.000000 Penalty: 89796.125000
Iteration 500F: 46 clusters Score -8.103049e+07 nChanged 37
Maximum iterations exceeded
--- Evaluating fit on full set of 1333823 points ---
Entering Unmasked Estep 
Score: -162249392.000000 Penalty: 94437.437500
22->46 Clusters: Score -162249392.000000, best is -162263040.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 666911 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30263 members 
Mstep: Class 2 contains 30100 members 
Mstep: Class 3 contains 30162 members 
Mstep: Class 4 contains 30074 members 
Mstep: Class 5 contains 30222 members 
Mstep: Class 6 contains 30088 members 
Mstep: Class 7 contains 30206 members 
Mstep: Class 8 contains 30420 members 
Mstep: Class 9 contains 30231 members 
Mstep: Class 10 contains 30389 members 
Mstep: Class 11 contains 30540 members 
Mstep: Class 12 contains 30351 members 
Mstep: Class 13 contains 30518 members 
Mstep: Class 14 contains 30440 members 
Mstep: Class 15 contains 30497 members 
Mstep: Class 16 contains 30035 members 
Mstep: Class 17 contains 30254 members 
Mstep: Class 18 contains 30423 members 
Mstep: Class 19 contains 30847 members 
Mstep: Class 20 contains 30452 members 
Mstep: Class 21 contains 30242 members 
Mstep: Class 22 contains 30157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 108.043472 but Gain 1995.468750
Score: -72847216.000000 Penalty: 41904.855469
Iteration 0F: 22 clusters Score -7.284722e+07 nChanged 634540
Entering Unmasked Mstep 
Mstep: Class 0 contains 2616 members 
Mstep: Class 1 contains 32848 members 
Mstep: Class 3 contains 47339 members 
Mstep: Class 4 contains 17494 members 
Mstep: Class 5 contains 276890 members 
Mstep: Class 6 contains 34134 members 
Mstep: Class 7 contains 61053 members 
Mstep: Class 8 contains 8865 members 
Mstep: Class 9 contains 4595 members 
Mstep: Class 10 contains 968 members 
Mstep: Class 11 contains 15129 members 
Mstep: Class 12 contains 1353 members 
Mstep: Class 13 contains 5675 members 
Mstep: Class 14 contains 6403 members 
Mstep: Class 15 contains 6710 members 
Mstep: Class 16 contains 52204 members 
Mstep: Class 17 contains 2157 members 
Mstep: Class 18 contains 3756 members 
Mstep: Class 19 contains 67705 members 
Mstep: Class 20 contains 2264 members 
Mstep: Class 21 contains 8628 members 
Mstep: Class 22 contains 8125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 318.922394 but Gain 1995.468750
Score: -79174976.000000 Penalty: 39909.386719
Iteration 1F: 21 clusters Score -7.917498e+07 nChanged 224139
Entering Unmasked Mstep 
Mstep: Class 0 contains 2635 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 3 contains 57495 members 
Mstep: Class 4 contains 17890 members 
Mstep: Class 5 contains 285636 members 
Mstep: Class 6 contains 40438 members 
Mstep: Class 7 contains 55828 members 
Mstep: Class 8 contains 6085 members 
Mstep: Class 10 contains 366 members 
Mstep: Class 11 contains 16594 members 
Mstep: Class 12 contains 232 members 
Mstep: Class 13 contains 722 members 
Mstep: Class 14 contains 2991 members 
Mstep: Class 15 contains 3231 members 
Mstep: Class 16 contains 64310 members 
Mstep: Class 17 contains 2223 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 64966 members 
Mstep: Class 20 contains 7114 members 
Mstep: Class 21 contains 5634 members 
Mstep: Class 22 contains 4761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 1633.003174 but Gain 1995.468750
Score: -79639496.000000 Penalty: 37913.917969
Iteration 2F: 20 clusters Score -7.96395e+07 nChanged 157311
Entering Unmasked Mstep 
Mstep: Class 0 contains 2565 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 3 contains 60260 members 
Mstep: Class 4 contains 19908 members 
Mstep: Class 5 contains 247398 members 
Mstep: Class 6 contains 44830 members 
Mstep: Class 7 contains 51934 members 
Mstep: Class 8 contains 8249 members 
Mstep: Class 10 contains 449 members 
Mstep: Class 11 contains 17669 members 
Mstep: Class 13 contains 336 members 
Mstep: Class 14 contains 2538 members 
Mstep: Class 15 contains 6971 members 
Mstep: Class 16 contains 73704 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 13777 members 
Mstep: Class 19 contains 74315 members 
Mstep: Class 20 contains 9541 members 
Mstep: Class 21 contains 4169 members 
Mstep: Class 22 contains 5240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 1404.087891 but Gain 1995.468750
Score: -79934416.000000 Penalty: 35918.449219
Iteration 3F: 19 clusters Score -7.993442e+07 nChanged 123630
Entering Unmasked Mstep 
Mstep: Class 0 contains 2440 members 
Mstep: Class 1 contains 25023 members 
Mstep: Class 3 contains 60993 members 
Mstep: Class 4 contains 25496 members 
Mstep: Class 5 contains 217264 members 
Mstep: Class 6 contains 47898 members 
Mstep: Class 7 contains 48857 members 
Mstep: Class 8 contains 9877 members 
Mstep: Class 10 contains 644 members 
Mstep: Class 11 contains 18199 members 
Mstep: Class 14 contains 2952 members 
Mstep: Class 15 contains 11437 members 
Mstep: Class 16 contains 75088 members 
Mstep: Class 17 contains 2478 members 
Mstep: Class 18 contains 18083 members 
Mstep: Class 19 contains 80850 members 
Mstep: Class 20 contains 10028 members 
Mstep: Class 21 contains 3360 members 
Mstep: Class 22 contains 5944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80134656.000000 Penalty: 35918.449219
Iteration 4F: 19 clusters Score -8.013466e+07 nChanged 93600
Entering Unmasked Mstep 
Mstep: Class 0 contains 1957 members 
Mstep: Class 1 contains 31342 members 
Mstep: Class 3 contains 62374 members 
Mstep: Class 4 contains 31317 members 
Mstep: Class 5 contains 198527 members 
Mstep: Class 6 contains 50170 members 
Mstep: Class 7 contains 46817 members 
Mstep: Class 8 contains 10111 members 
Mstep: Class 10 contains 1135 members 
Mstep: Class 11 contains 18185 members 
Mstep: Class 14 contains 3592 members 
Mstep: Class 15 contains 13662 members 
Mstep: Class 16 contains 69687 members 
Mstep: Class 17 contains 2468 members 
Mstep: Class 18 contains 21171 members 
Mstep: Class 19 contains 84472 members 
Mstep: Class 20 contains 10264 members 
Mstep: Class 21 contains 2955 members 
Mstep: Class 22 contains 6705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80285504.000000 Penalty: 35918.449219
Iteration 5F: 19 clusters Score -8.02855e+07 nChanged 74467
Entering Unmasked Mstep 
Mstep: Class 0 contains 1766 members 
Mstep: Class 1 contains 39270 members 
Mstep: Class 3 contains 63979 members 
Mstep: Class 4 contains 34859 members 
Mstep: Class 5 contains 186331 members 
Mstep: Class 6 contains 51565 members 
Mstep: Class 7 contains 45086 members 
Mstep: Class 8 contains 9774 members 
Mstep: Class 10 contains 1341 members 
Mstep: Class 11 contains 18154 members 
Mstep: Class 14 contains 4336 members 
Mstep: Class 15 contains 14506 members 
Mstep: Class 16 contains 62905 members 
Mstep: Class 17 contains 2484 members 
Mstep: Class 18 contains 23792 members 
Mstep: Class 19 contains 86234 members 
Mstep: Class 20 contains 10250 members 
Mstep: Class 21 contains 2706 members 
Mstep: Class 22 contains 7573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80392296.000000 Penalty: 35918.449219
Iteration 6F: 19 clusters Score -8.03923e+07 nChanged 64226
Entering Unmasked Mstep 
Mstep: Class 0 contains 1316 members 
Mstep: Class 1 contains 47996 members 
Mstep: Class 3 contains 64515 members 
Mstep: Class 4 contains 36007 members 
Mstep: Class 5 contains 178717 members 
Mstep: Class 6 contains 51717 members 
Mstep: Class 7 contains 44010 members 
Mstep: Class 8 contains 9506 members 
Mstep: Class 10 contains 1802 members 
Mstep: Class 11 contains 18175 members 
Mstep: Class 14 contains 5117 members 
Mstep: Class 15 contains 14919 members 
Mstep: Class 16 contains 56855 members 
Mstep: Class 17 contains 2797 members 
Mstep: Class 18 contains 26173 members 
Mstep: Class 19 contains 86010 members 
Mstep: Class 20 contains 10017 members 
Mstep: Class 21 contains 2583 members 
Mstep: Class 22 contains 8679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80505848.000000 Penalty: 35918.449219
Iteration 7F: 19 clusters Score -8.050585e+07 nChanged 55619
Entering Unmasked Mstep 
Mstep: Class 0 contains 957 members 
Mstep: Class 1 contains 55302 members 
Mstep: Class 3 contains 63797 members 
Mstep: Class 4 contains 36032 members 
Mstep: Class 5 contains 177348 members 
Mstep: Class 6 contains 50393 members 
Mstep: Class 7 contains 43307 members 
Mstep: Class 8 contains 9492 members 
Mstep: Class 10 contains 2155 members 
Mstep: Class 11 contains 18251 members 
Mstep: Class 14 contains 5888 members 
Mstep: Class 15 contains 15502 members 
Mstep: Class 16 contains 51333 members 
Mstep: Class 17 contains 3366 members 
Mstep: Class 18 contains 28132 members 
Mstep: Class 19 contains 83892 members 
Mstep: Class 20 contains 9683 members 
Mstep: Class 21 contains 2555 members 
Mstep: Class 22 contains 9526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80557496.000000 Penalty: 35918.449219
Iteration 8F: 19 clusters Score -8.05575e+07 nChanged 45024
Entering Unmasked Mstep 
Mstep: Class 0 contains 925 members 
Mstep: Class 1 contains 60721 members 
Mstep: Class 3 contains 62783 members 
Mstep: Class 4 contains 35712 members 
Mstep: Class 5 contains 178057 members 
Mstep: Class 6 contains 48164 members 
Mstep: Class 7 contains 43175 members 
Mstep: Class 8 contains 9581 members 
Mstep: Class 10 contains 2181 members 
Mstep: Class 11 contains 18254 members 
Mstep: Class 14 contains 6642 members 
Mstep: Class 15 contains 16277 members 
Mstep: Class 16 contains 46981 members 
Mstep: Class 17 contains 3964 members 
Mstep: Class 18 contains 29845 members 
Mstep: Class 19 contains 81891 members 
Mstep: Class 20 contains 9334 members 
Mstep: Class 21 contains 2593 members 
Mstep: Class 22 contains 9831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80585840.000000 Penalty: 35918.449219
Iteration 9F: 19 clusters Score -8.058584e+07 nChanged 35790
Entering Unmasked Mstep 
Mstep: Class 0 contains 892 members 
Mstep: Class 1 contains 64513 members 
Mstep: Class 3 contains 61593 members 
Mstep: Class 4 contains 35563 members 
Mstep: Class 5 contains 179360 members 
Mstep: Class 6 contains 45707 members 
Mstep: Class 7 contains 43857 members 
Mstep: Class 8 contains 9627 members 
Mstep: Class 10 contains 2211 members 
Mstep: Class 11 contains 18185 members 
Mstep: Class 14 contains 7246 members 
Mstep: Class 15 contains 17154 members 
Mstep: Class 16 contains 43678 members 
Mstep: Class 17 contains 4575 members 
Mstep: Class 18 contains 31395 members 
Mstep: Class 19 contains 79857 members 
Mstep: Class 20 contains 9018 members 
Mstep: Class 21 contains 2690 members 
Mstep: Class 22 contains 9790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80603120.000000 Penalty: 35918.449219
Iteration 10F: 19 clusters Score -8.060312e+07 nChanged 29185
Entering Unmasked Mstep 
Mstep: Class 0 contains 845 members 
Mstep: Class 1 contains 66887 members 
Mstep: Class 3 contains 60445 members 
Mstep: Class 4 contains 35412 members 
Mstep: Class 5 contains 180667 members 
Mstep: Class 6 contains 43446 members 
Mstep: Class 7 contains 45061 members 
Mstep: Class 8 contains 9676 members 
Mstep: Class 10 contains 2255 members 
Mstep: Class 11 contains 18179 members 
Mstep: Class 14 contains 7717 members 
Mstep: Class 15 contains 18071 members 
Mstep: Class 16 contains 41461 members 
Mstep: Class 17 contains 5187 members 
Mstep: Class 18 contains 32691 members 
Mstep: Class 19 contains 77803 members 
Mstep: Class 20 contains 8713 members 
Mstep: Class 21 contains 2789 members 
Mstep: Class 22 contains 9606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80615904.000000 Penalty: 35918.449219
Iteration 11Q: 19 clusters Score -8.06159e+07 nChanged 24276
Entering Unmasked Mstep 
Mstep: Class 0 contains 829 members 
Mstep: Class 1 contains 68211 members 
Mstep: Class 3 contains 59452 members 
Mstep: Class 4 contains 35288 members 
Mstep: Class 5 contains 181863 members 
Mstep: Class 6 contains 41426 members 
Mstep: Class 7 contains 46518 members 
Mstep: Class 8 contains 9682 members 
Mstep: Class 10 contains 2268 members 
Mstep: Class 11 contains 18163 members 
Mstep: Class 14 contains 8083 members 
Mstep: Class 15 contains 19094 members 
Mstep: Class 16 contains 39965 members 
Mstep: Class 17 contains 5857 members 
Mstep: Class 18 contains 33673 members 
Mstep: Class 19 contains 75781 members 
Mstep: Class 20 contains 8445 members 
Mstep: Class 21 contains 2911 members 
Mstep: Class 22 contains 9402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80624288.000000 Penalty: 35918.449219
Iteration 12Q: 19 clusters Score -8.062429e+07 nChanged 21193
Entering Unmasked Mstep 
Mstep: Class 0 contains 829 members 
Mstep: Class 1 contains 68873 members 
Mstep: Class 3 contains 58803 members 
Mstep: Class 4 contains 35177 members 
Mstep: Class 5 contains 182630 members 
Mstep: Class 6 contains 39763 members 
Mstep: Class 7 contains 48277 members 
Mstep: Class 8 contains 9707 members 
Mstep: Class 10 contains 2267 members 
Mstep: Class 11 contains 18108 members 
Mstep: Class 14 contains 8349 members 
Mstep: Class 15 contains 20248 members 
Mstep: Class 16 contains 38898 members 
Mstep: Class 17 contains 6626 members 
Mstep: Class 18 contains 34457 members 
Mstep: Class 19 contains 73569 members 
Mstep: Class 20 contains 8169 members 
Mstep: Class 21 contains 2993 members 
Mstep: Class 22 contains 9168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80631192.000000 Penalty: 35918.449219
Iteration 13Q: 19 clusters Score -8.063119e+07 nChanged 19377
Entering Unmasked Mstep 
Mstep: Class 0 contains 829 members 
Mstep: Class 1 contains 69080 members 
Mstep: Class 3 contains 58490 members 
Mstep: Class 4 contains 35021 members 
Mstep: Class 5 contains 182808 members 
Mstep: Class 6 contains 38279 members 
Mstep: Class 7 contains 50293 members 
Mstep: Class 8 contains 9690 members 
Mstep: Class 10 contains 2265 members 
Mstep: Class 11 contains 17967 members 
Mstep: Class 14 contains 8517 members 
Mstep: Class 15 contains 21520 members 
Mstep: Class 16 contains 38343 members 
Mstep: Class 17 contains 7489 members 
Mstep: Class 18 contains 34990 members 
Mstep: Class 19 contains 71357 members 
Mstep: Class 20 contains 7944 members 
Mstep: Class 21 contains 3052 members 
Mstep: Class 22 contains 8977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80638616.000000 Penalty: 35918.449219
Iteration 14Q: 19 clusters Score -8.063862e+07 nChanged 18504
Entering Unmasked Mstep 
Mstep: Class 0 contains 830 members 
Mstep: Class 1 contains 68994 members 
Mstep: Class 3 contains 58403 members 
Mstep: Class 4 contains 34938 members 
Mstep: Class 5 contains 182468 members 
Mstep: Class 6 contains 36908 members 
Mstep: Class 7 contains 52346 members 
Mstep: Class 8 contains 9695 members 
Mstep: Class 10 contains 2265 members 
Mstep: Class 11 contains 17781 members 
Mstep: Class 14 contains 8633 members 
Mstep: Class 15 contains 22816 members 
Mstep: Class 16 contains 38058 members 
Mstep: Class 17 contains 8476 members 
Mstep: Class 18 contains 35287 members 
Mstep: Class 19 contains 69353 members 
Mstep: Class 20 contains 7761 members 
Mstep: Class 21 contains 3101 members 
Mstep: Class 22 contains 8798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80646144.000000 Penalty: 35918.449219
Iteration 15Q: 19 clusters Score -8.064614e+07 nChanged 18049
Entering Unmasked Mstep 
Mstep: Class 0 contains 830 members 
Mstep: Class 1 contains 68512 members 
Mstep: Class 3 contains 58562 members 
Mstep: Class 4 contains 34842 members 
Mstep: Class 5 contains 181788 members 
Mstep: Class 6 contains 35510 members 
Mstep: Class 7 contains 54386 members 
Mstep: Class 8 contains 9719 members 
Mstep: Class 10 contains 2264 members 
Mstep: Class 11 contains 17544 members 
Mstep: Class 14 contains 8783 members 
Mstep: Class 15 contains 24144 members 
Mstep: Class 16 contains 38020 members 
Mstep: Class 17 contains 9522 members 
Mstep: Class 18 contains 35369 members 
Mstep: Class 19 contains 67688 members 
Mstep: Class 20 contains 7630 members 
Mstep: Class 21 contains 3128 members 
Mstep: Class 22 contains 8670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80655392.000000 Penalty: 35918.449219
Iteration 16Q: 19 clusters Score -8.065539e+07 nChanged 18242
Entering Unmasked Mstep 
Mstep: Class 0 contains 830 members 
Mstep: Class 1 contains 67679 members 
Mstep: Class 3 contains 58921 members 
Mstep: Class 4 contains 34745 members 
Mstep: Class 5 contains 180814 members 
Mstep: Class 6 contains 34062 members 
Mstep: Class 7 contains 56531 members 
Mstep: Class 8 contains 9729 members 
Mstep: Class 10 contains 2264 members 
Mstep: Class 11 contains 17299 members 
Mstep: Class 14 contains 8922 members 
Mstep: Class 15 contains 25473 members 
Mstep: Class 16 contains 37831 members 
Mstep: Class 17 contains 10575 members 
Mstep: Class 18 contains 35343 members 
Mstep: Class 19 contains 66630 members 
Mstep: Class 20 contains 7567 members 
Mstep: Class 21 contains 3162 members 
Mstep: Class 22 contains 8534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80665944.000000 Penalty: 35918.449219
Iteration 17Q: 19 clusters Score -8.066594e+07 nChanged 18157
Entering Unmasked Mstep 
Mstep: Class 0 contains 830 members 
Mstep: Class 1 contains 66371 members 
Mstep: Class 3 contains 59597 members 
Mstep: Class 4 contains 34647 members 
Mstep: Class 5 contains 179674 members 
Mstep: Class 6 contains 32625 members 
Mstep: Class 7 contains 58617 members 
Mstep: Class 8 contains 9726 members 
Mstep: Class 10 contains 2264 members 
Mstep: Class 11 contains 17057 members 
Mstep: Class 14 contains 9056 members 
Mstep: Class 15 contains 26844 members 
Mstep: Class 16 contains 37402 members 
Mstep: Class 17 contains 11537 members 
Mstep: Class 18 contains 35191 members 
Mstep: Class 19 contains 66378 members 
Mstep: Class 20 contains 7475 members 
Mstep: Class 21 contains 3180 members 
Mstep: Class 22 contains 8440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80676912.000000 Penalty: 35918.449219
Iteration 18Q: 19 clusters Score -8.067691e+07 nChanged 17664
Entering Unmasked Mstep 
Mstep: Class 0 contains 830 members 
Mstep: Class 1 contains 64593 members 
Mstep: Class 3 contains 60416 members 
Mstep: Class 4 contains 34583 members 
Mstep: Class 5 contains 178536 members 
Mstep: Class 6 contains 31089 members 
Mstep: Class 7 contains 60689 members 
Mstep: Class 8 contains 9749 members 
Mstep: Class 10 contains 2264 members 
Mstep: Class 11 contains 16840 members 
Mstep: Class 14 contains 9192 members 
Mstep: Class 15 contains 28134 members 
Mstep: Class 16 contains 37103 members 
Mstep: Class 17 contains 12421 members 
Mstep: Class 18 contains 35123 members 
Mstep: Class 19 contains 66427 members 
Mstep: Class 20 contains 7413 members 
Mstep: Class 21 contains 3146 members 
Mstep: Class 22 contains 8363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80687800.000000 Penalty: 35918.449219
Iteration 19Q: 19 clusters Score -8.06878e+07 nChanged 16968
Entering Unmasked Mstep 
Mstep: Class 0 contains 830 members 
Mstep: Class 1 contains 62525 members 
Mstep: Class 3 contains 61420 members 
Mstep: Class 4 contains 34486 members 
Mstep: Class 5 contains 177365 members 
Mstep: Class 6 contains 29726 members 
Mstep: Class 7 contains 62581 members 
Mstep: Class 8 contains 9761 members 
Mstep: Class 10 contains 2264 members 
Mstep: Class 11 contains 16610 members 
Mstep: Class 14 contains 9367 members 
Mstep: Class 15 contains 29423 members 
Mstep: Class 16 contains 37076 members 
Mstep: Class 17 contains 13227 members 
Mstep: Class 18 contains 35101 members 
Mstep: Class 19 contains 66423 members 
Mstep: Class 20 contains 7364 members 
Mstep: Class 21 contains 3059 members 
Mstep: Class 22 contains 8303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80698728.000000 Penalty: 35918.449219
Iteration 20F: 19 clusters Score -8.069873e+07 nChanged 15929
Entering Unmasked Mstep 
Mstep: Class 0 contains 773 members 
Mstep: Class 1 contains 60507 members 
Mstep: Class 3 contains 62558 members 
Mstep: Class 4 contains 34397 members 
Mstep: Class 5 contains 176130 members 
Mstep: Class 6 contains 28483 members 
Mstep: Class 7 contains 64332 members 
Mstep: Class 8 contains 9766 members 
Mstep: Class 10 contains 2317 members 
Mstep: Class 11 contains 16430 members 
Mstep: Class 14 contains 9560 members 
Mstep: Class 15 contains 30562 members 
Mstep: Class 16 contains 37415 members 
Mstep: Class 17 contains 13936 members 
Mstep: Class 18 contains 35129 members 
Mstep: Class 19 contains 66095 members 
Mstep: Class 20 contains 7299 members 
Mstep: Class 21 contains 2973 members 
Mstep: Class 22 contains 8249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80709392.000000 Penalty: 35918.449219
Iteration 21Q: 19 clusters Score -8.070939e+07 nChanged 14723
Entering Unmasked Mstep 
Mstep: Class 0 contains 755 members 
Mstep: Class 1 contains 58483 members 
Mstep: Class 3 contains 63863 members 
Mstep: Class 4 contains 34340 members 
Mstep: Class 5 contains 174774 members 
Mstep: Class 6 contains 27441 members 
Mstep: Class 7 contains 65972 members 
Mstep: Class 8 contains 9797 members 
Mstep: Class 10 contains 2332 members 
Mstep: Class 11 contains 16281 members 
Mstep: Class 14 contains 9797 members 
Mstep: Class 15 contains 31548 members 
Mstep: Class 16 contains 37940 members 
Mstep: Class 17 contains 14563 members 
Mstep: Class 18 contains 35106 members 
Mstep: Class 19 contains 65639 members 
Mstep: Class 20 contains 7242 members 
Mstep: Class 21 contains 2840 members 
Mstep: Class 22 contains 8198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80718216.000000 Penalty: 35918.449219
Iteration 22Q: 19 clusters Score -8.071822e+07 nChanged 13503
Entering Unmasked Mstep 
Mstep: Class 0 contains 755 members 
Mstep: Class 1 contains 56507 members 
Mstep: Class 3 contains 65240 members 
Mstep: Class 4 contains 34296 members 
Mstep: Class 5 contains 173340 members 
Mstep: Class 6 contains 26605 members 
Mstep: Class 7 contains 67362 members 
Mstep: Class 8 contains 9847 members 
Mstep: Class 10 contains 2330 members 
Mstep: Class 11 contains 16171 members 
Mstep: Class 14 contains 10047 members 
Mstep: Class 15 contains 32443 members 
Mstep: Class 16 contains 38487 members 
Mstep: Class 17 contains 15137 members 
Mstep: Class 18 contains 35153 members 
Mstep: Class 19 contains 65142 members 
Mstep: Class 20 contains 7159 members 
Mstep: Class 21 contains 2731 members 
Mstep: Class 22 contains 8159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80725960.000000 Penalty: 35918.449219
Iteration 23Q: 19 clusters Score -8.072596e+07 nChanged 12034
Entering Unmasked Mstep 
Mstep: Class 0 contains 755 members 
Mstep: Class 1 contains 54983 members 
Mstep: Class 3 contains 66604 members 
Mstep: Class 4 contains 34256 members 
Mstep: Class 5 contains 171820 members 
Mstep: Class 6 contains 25913 members 
Mstep: Class 7 contains 68351 members 
Mstep: Class 8 contains 9880 members 
Mstep: Class 10 contains 2327 members 
Mstep: Class 11 contains 16076 members 
Mstep: Class 14 contains 10321 members 
Mstep: Class 15 contains 33209 members 
Mstep: Class 16 contains 38950 members 
Mstep: Class 17 contains 15681 members 
Mstep: Class 18 contains 35285 members 
Mstep: Class 19 contains 64659 members 
Mstep: Class 20 contains 7084 members 
Mstep: Class 21 contains 2639 members 
Mstep: Class 22 contains 8118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80733304.000000 Penalty: 35918.449219
Iteration 24Q: 19 clusters Score -8.07333e+07 nChanged 10771
Entering Unmasked Mstep 
Mstep: Class 0 contains 755 members 
Mstep: Class 1 contains 53552 members 
Mstep: Class 3 contains 67977 members 
Mstep: Class 4 contains 34219 members 
Mstep: Class 5 contains 170132 members 
Mstep: Class 6 contains 25391 members 
Mstep: Class 7 contains 69072 members 
Mstep: Class 8 contains 9939 members 
Mstep: Class 10 contains 2325 members 
Mstep: Class 11 contains 16023 members 
Mstep: Class 14 contains 10606 members 
Mstep: Class 15 contains 33881 members 
Mstep: Class 16 contains 39363 members 
Mstep: Class 17 contains 16188 members 
Mstep: Class 18 contains 35462 members 
Mstep: Class 19 contains 64328 members 
Mstep: Class 20 contains 7020 members 
Mstep: Class 21 contains 2558 members 
Mstep: Class 22 contains 8120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80738952.000000 Penalty: 35918.449219
Iteration 25Q: 19 clusters Score -8.073895e+07 nChanged 9388
Entering Unmasked Mstep 
Mstep: Class 0 contains 755 members 
Mstep: Class 1 contains 52390 members 
Mstep: Class 3 contains 69253 members 
Mstep: Class 4 contains 34219 members 
Mstep: Class 5 contains 168262 members 
Mstep: Class 6 contains 25038 members 
Mstep: Class 7 contains 69724 members 
Mstep: Class 8 contains 9947 members 
Mstep: Class 10 contains 2325 members 
Mstep: Class 11 contains 16015 members 
Mstep: Class 14 contains 10872 members 
Mstep: Class 15 contains 34500 members 
Mstep: Class 16 contains 39644 members 
Mstep: Class 17 contains 16690 members 
Mstep: Class 18 contains 35652 members 
Mstep: Class 19 contains 64080 members 
Mstep: Class 20 contains 6943 members 
Mstep: Class 21 contains 2481 members 
Mstep: Class 22 contains 8121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80743984.000000 Penalty: 35918.449219
Iteration 26Q: 19 clusters Score -8.074398e+07 nChanged 8393
Entering Unmasked Mstep 
Mstep: Class 0 contains 755 members 
Mstep: Class 1 contains 51380 members 
Mstep: Class 3 contains 70547 members 
Mstep: Class 4 contains 34243 members 
Mstep: Class 5 contains 166368 members 
Mstep: Class 6 contains 24792 members 
Mstep: Class 7 contains 70063 members 
Mstep: Class 8 contains 9993 members 
Mstep: Class 10 contains 2325 members 
Mstep: Class 11 contains 16024 members 
Mstep: Class 14 contains 11122 members 
Mstep: Class 15 contains 35064 members 
Mstep: Class 16 contains 39851 members 
Mstep: Class 17 contains 17129 members 
Mstep: Class 18 contains 35892 members 
Mstep: Class 19 contains 63944 members 
Mstep: Class 20 contains 6857 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 8139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80747552.000000 Penalty: 35918.449219
Iteration 27Q: 19 clusters Score -8.074755e+07 nChanged 7773
Entering Unmasked Mstep 
Mstep: Class 0 contains 755 members 
Mstep: Class 1 contains 50448 members 
Mstep: Class 3 contains 71944 members 
Mstep: Class 4 contains 34264 members 
Mstep: Class 5 contains 164458 members 
Mstep: Class 6 contains 24623 members 
Mstep: Class 7 contains 70173 members 
Mstep: Class 8 contains 10015 members 
Mstep: Class 10 contains 2325 members 
Mstep: Class 11 contains 16014 members 
Mstep: Class 14 contains 11373 members 
Mstep: Class 15 contains 35608 members 
Mstep: Class 16 contains 40034 members 
Mstep: Class 17 contains 17531 members 
Mstep: Class 18 contains 36130 members 
Mstep: Class 19 contains 63897 members 
Mstep: Class 20 contains 6777 members 
Mstep: Class 21 contains 2380 members 
Mstep: Class 22 contains 8162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80749992.000000 Penalty: 35918.449219
Iteration 28Q: 19 clusters Score -8.074999e+07 nChanged 6999
Entering Unmasked Mstep 
Mstep: Class 0 contains 755 members 
Mstep: Class 1 contains 49708 members 
Mstep: Class 3 contains 73186 members 
Mstep: Class 4 contains 34282 members 
Mstep: Class 5 contains 162654 members 
Mstep: Class 6 contains 24511 members 
Mstep: Class 7 contains 70167 members 
Mstep: Class 8 contains 10022 members 
Mstep: Class 10 contains 2325 members 
Mstep: Class 11 contains 16020 members 
Mstep: Class 14 contains 11659 members 
Mstep: Class 15 contains 36108 members 
Mstep: Class 16 contains 40131 members 
Mstep: Class 17 contains 17935 members 
Mstep: Class 18 contains 36380 members 
Mstep: Class 19 contains 63829 members 
Mstep: Class 20 contains 6691 members 
Mstep: Class 21 contains 2369 members 
Mstep: Class 22 contains 8179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80752056.000000 Penalty: 35918.449219
Iteration 29Q: 19 clusters Score -8.075206e+07 nChanged 6720
Entering Unmasked Mstep 
Mstep: Class 0 contains 755 members 
Mstep: Class 1 contains 49044 members 
Mstep: Class 3 contains 74306 members 
Mstep: Class 4 contains 34303 members 
Mstep: Class 5 contains 160871 members 
Mstep: Class 6 contains 24447 members 
Mstep: Class 7 contains 70183 members 
Mstep: Class 8 contains 10048 members 
Mstep: Class 10 contains 2325 members 
Mstep: Class 11 contains 16003 members 
Mstep: Class 14 contains 11931 members 
Mstep: Class 15 contains 36586 members 
Mstep: Class 16 contains 40186 members 
Mstep: Class 17 contains 18354 members 
Mstep: Class 18 contains 36614 members 
Mstep: Class 19 contains 63793 members 
Mstep: Class 20 contains 6606 members 
Mstep: Class 21 contains 2354 members 
Mstep: Class 22 contains 8202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80753312.000000 Penalty: 35918.449219
Iteration 30Q: 19 clusters Score -8.075331e+07 nChanged 6508
Entering Unmasked Mstep 
Mstep: Class 0 contains 755 members 
Mstep: Class 1 contains 48410 members 
Mstep: Class 3 contains 75327 members 
Mstep: Class 4 contains 34322 members 
Mstep: Class 5 contains 159170 members 
Mstep: Class 6 contains 24394 members 
Mstep: Class 7 contains 70143 members 
Mstep: Class 8 contains 10065 members 
Mstep: Class 10 contains 2325 members 
Mstep: Class 11 contains 15980 members 
Mstep: Class 14 contains 12201 members 
Mstep: Class 15 contains 37058 members 
Mstep: Class 16 contains 40214 members 
Mstep: Class 17 contains 18794 members 
Mstep: Class 18 contains 36867 members 
Mstep: Class 19 contains 63795 members 
Mstep: Class 20 contains 6530 members 
Mstep: Class 21 contains 2339 members 
Mstep: Class 22 contains 8222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80754368.000000 Penalty: 35918.449219
Iteration 31Q: 19 clusters Score -8.075437e+07 nChanged 6183
Entering Unmasked Mstep 
Mstep: Class 0 contains 755 members 
Mstep: Class 1 contains 47805 members 
Mstep: Class 3 contains 76221 members 
Mstep: Class 4 contains 34339 members 
Mstep: Class 5 contains 157516 members 
Mstep: Class 6 contains 24363 members 
Mstep: Class 7 contains 70148 members 
Mstep: Class 8 contains 10085 members 
Mstep: Class 10 contains 2324 members 
Mstep: Class 11 contains 15948 members 
Mstep: Class 14 contains 12439 members 
Mstep: Class 15 contains 37511 members 
Mstep: Class 16 contains 40217 members 
Mstep: Class 17 contains 19228 members 
Mstep: Class 18 contains 37140 members 
Mstep: Class 19 contains 63815 members 
Mstep: Class 20 contains 6483 members 
Mstep: Class 21 contains 2329 members 
Mstep: Class 22 contains 8245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80755736.000000 Penalty: 35918.449219
Iteration 32Q: 19 clusters Score -8.075574e+07 nChanged 5902
Entering Unmasked Mstep 
Mstep: Class 0 contains 755 members 
Mstep: Class 1 contains 47264 members 
Mstep: Class 3 contains 77107 members 
Mstep: Class 4 contains 34374 members 
Mstep: Class 5 contains 155784 members 
Mstep: Class 6 contains 24353 members 
Mstep: Class 7 contains 70200 members 
Mstep: Class 8 contains 10094 members 
Mstep: Class 10 contains 2324 members 
Mstep: Class 11 contains 15905 members 
Mstep: Class 14 contains 12647 members 
Mstep: Class 15 contains 37936 members 
Mstep: Class 16 contains 40240 members 
Mstep: Class 17 contains 19651 members 
Mstep: Class 18 contains 37395 members 
Mstep: Class 19 contains 63841 members 
Mstep: Class 20 contains 6468 members 
Mstep: Class 21 contains 2308 members 
Mstep: Class 22 contains 8265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80755784.000000 Penalty: 35918.449219
Iteration 33Q: 19 clusters Score -8.075578e+07 nChanged 5828
Entering Unmasked Mstep 
Mstep: Class 0 contains 755 members 
Mstep: Class 1 contains 46761 members 
Mstep: Class 3 contains 78063 members 
Mstep: Class 4 contains 34412 members 
Mstep: Class 5 contains 153953 members 
Mstep: Class 6 contains 24348 members 
Mstep: Class 7 contains 70319 members 
Mstep: Class 8 contains 10123 members 
Mstep: Class 10 contains 2324 members 
Mstep: Class 11 contains 15886 members 
Mstep: Class 14 contains 12828 members 
Mstep: Class 15 contains 38329 members 
Mstep: Class 16 contains 40253 members 
Mstep: Class 17 contains 20047 members 
Mstep: Class 18 contains 37638 members 
Mstep: Class 19 contains 63850 members 
Mstep: Class 20 contains 6455 members 
Mstep: Class 21 contains 2280 members 
Mstep: Class 22 contains 8287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80754752.000000 Penalty: 35918.449219
Iteration 34Q: 19 clusters Score -8.075475e+07 nChanged 5799
Entering Unmasked Mstep 
Mstep: Class 0 contains 755 members 
Mstep: Class 1 contains 46290 members 
Mstep: Class 3 contains 79032 members 
Mstep: Class 4 contains 34427 members 
Mstep: Class 5 contains 151983 members 
Mstep: Class 6 contains 24349 members 
Mstep: Class 7 contains 70647 members 
Mstep: Class 8 contains 10081 members 
Mstep: Class 10 contains 2324 members 
Mstep: Class 11 contains 15869 members 
Mstep: Class 14 contains 13008 members 
Mstep: Class 15 contains 38684 members 
Mstep: Class 16 contains 40289 members 
Mstep: Class 17 contains 20426 members 
Mstep: Class 18 contains 37870 members 
Mstep: Class 19 contains 63865 members 
Mstep: Class 20 contains 6467 members 
Mstep: Class 21 contains 2244 members 
Mstep: Class 22 contains 8301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80753128.000000 Penalty: 35918.449219
Iteration 35Q: 19 clusters Score -8.075313e+07 nChanged 5708
Entering Unmasked Mstep 
Mstep: Class 0 contains 755 members 
Mstep: Class 1 contains 45845 members 
Mstep: Class 3 contains 79883 members 
Mstep: Class 4 contains 34455 members 
Mstep: Class 5 contains 149833 members 
Mstep: Class 6 contains 24347 members 
Mstep: Class 7 contains 71214 members 
Mstep: Class 8 contains 10038 members 
Mstep: Class 10 contains 2324 members 
Mstep: Class 11 contains 15861 members 
Mstep: Class 14 contains 13198 members 
Mstep: Class 15 contains 39008 members 
Mstep: Class 16 contains 40329 members 
Mstep: Class 17 contains 20807 members 
Mstep: Class 18 contains 38112 members 
Mstep: Class 19 contains 63878 members 
Mstep: Class 20 contains 6480 members 
Mstep: Class 21 contains 2226 members 
Mstep: Class 22 contains 8318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80751064.000000 Penalty: 35918.449219
Iteration 36Q: 19 clusters Score -8.075106e+07 nChanged 5899
Entering Unmasked Mstep 
Mstep: Class 0 contains 755 members 
Mstep: Class 1 contains 45426 members 
Mstep: Class 3 contains 80904 members 
Mstep: Class 4 contains 34488 members 
Mstep: Class 5 contains 147326 members 
Mstep: Class 6 contains 24342 members 
Mstep: Class 7 contains 71940 members 
Mstep: Class 8 contains 10011 members 
Mstep: Class 10 contains 2324 members 
Mstep: Class 11 contains 15848 members 
Mstep: Class 14 contains 13363 members 
Mstep: Class 15 contains 39341 members 
Mstep: Class 16 contains 40387 members 
Mstep: Class 17 contains 21184 members 
Mstep: Class 18 contains 38340 members 
Mstep: Class 19 contains 63884 members 
Mstep: Class 20 contains 6511 members 
Mstep: Class 21 contains 2206 members 
Mstep: Class 22 contains 8331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80749024.000000 Penalty: 35918.449219
Iteration 37Q: 19 clusters Score -8.074902e+07 nChanged 5973
Entering Unmasked Mstep 
Mstep: Class 0 contains 755 members 
Mstep: Class 1 contains 45044 members 
Mstep: Class 3 contains 82026 members 
Mstep: Class 4 contains 34513 members 
Mstep: Class 5 contains 144619 members 
Mstep: Class 6 contains 24347 members 
Mstep: Class 7 contains 72744 members 
Mstep: Class 8 contains 9986 members 
Mstep: Class 10 contains 2324 members 
Mstep: Class 11 contains 15822 members 
Mstep: Class 14 contains 13523 members 
Mstep: Class 15 contains 39646 members 
Mstep: Class 16 contains 40420 members 
Mstep: Class 17 contains 21585 members 
Mstep: Class 18 contains 38574 members 
Mstep: Class 19 contains 63897 members 
Mstep: Class 20 contains 6539 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 8356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80747032.000000 Penalty: 35918.449219
Iteration 38Q: 19 clusters Score -8.074703e+07 nChanged 6079
Entering ConstructFrom: 
Score: -80747032.000000 Penalty: 35918.449219
Entering ConstructFrom: 
Trying to split cluster 1 (44657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44657 members 
Entering Unmasked Estep 
Score: -5619540.000000 Penalty: 1593.166870
	Iteration 0F: 2 clusters Score -5619540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22445 members 
Mstep: Class 2 contains 22212 members 
Entering Unmasked Estep 
Score: -5591089.500000 Penalty: 3186.333740
	Iteration 0F: 3 clusters Score -5591090 nChanged 20451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23198 members 
Mstep: Class 2 contains 21459 members 
Entering Unmasked Estep 
Score: -5602335.500000 Penalty: 3186.333740
	Iteration 1F: 3 clusters Score -5602336 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23632 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
Score: -5603073.000000 Penalty: 3186.333740
	Iteration 2Q: 3 clusters Score -5603073 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24234 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -5604020.000000 Penalty: 3186.333740
	Iteration 3Q: 3 clusters Score -5604020 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25149 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
Score: -5605667.000000 Penalty: 3186.333740
	Iteration 4F: 3 clusters Score -5605667 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26528 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -5608424.000000 Penalty: 3186.333740
	Iteration 5F: 3 clusters Score -5608424 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28560 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -5612289.500000 Penalty: 3186.333740
	Iteration 6F: 3 clusters Score -5612290 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31176 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -5616224.500000 Penalty: 3186.333740
	Iteration 7F: 3 clusters Score -5616224 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33504 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -5619150.000000 Penalty: 3186.333740
	Iteration 8F: 3 clusters Score -5619150 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35164 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -5621538.000000 Penalty: 3186.333740
	Iteration 9Q: 3 clusters Score -5621538 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36435 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -5624744.000000 Penalty: 3186.333740
	Iteration 10Q: 3 clusters Score -5624744 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37254 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -5626559.000000 Penalty: 3186.333740
	Iteration 11Q: 3 clusters Score -5626559 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37754 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -5627175.500000 Penalty: 3186.333740
	Iteration 12Q: 3 clusters Score -5627176 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37998 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -5627313.500000 Penalty: 3186.333740
	Iteration 13Q: 3 clusters Score -5627314 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38117 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -5627319.500000 Penalty: 3186.333740
	Iteration 14Q: 3 clusters Score -5627320 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38177 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -5627333.000000 Penalty: 3186.333740
	Iteration 15Q: 3 clusters Score -5627333 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38203 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -5627335.000000 Penalty: 3186.333740
	Iteration 16Q: 3 clusters Score -5627335 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38223 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -5627340.000000 Penalty: 3186.333740
	Iteration 17Q: 3 clusters Score -5627340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38232 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -5627336.500000 Penalty: 3186.333740
	Iteration 18Q: 3 clusters Score -5627336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38235 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -5627339.500000 Penalty: 3186.333740
	Iteration 19Q: 3 clusters Score -5627340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38237 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -5627337.500000 Penalty: 3186.333740
	Iteration 20F: 3 clusters Score -5627338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 755 members 
Mstep: Class 1 contains 38237 members 
Mstep: Class 2 contains 6420 members 
Mstep: Class 3 contains 83171 members 
Mstep: Class 4 contains 34535 members 
Mstep: Class 5 contains 141754 members 
Mstep: Class 6 contains 24346 members 
Mstep: Class 7 contains 73723 members 
Mstep: Class 8 contains 9961 members 
Mstep: Class 10 contains 2324 members 
Mstep: Class 11 contains 15795 members 
Mstep: Class 14 contains 13658 members 
Mstep: Class 15 contains 39920 members 
Mstep: Class 16 contains 40475 members 
Mstep: Class 17 contains 22034 members 
Mstep: Class 18 contains 38755 members 
Mstep: Class 19 contains 63923 members 
Mstep: Class 20 contains 6578 members 
Mstep: Class 21 contains 2175 members 
Mstep: Class 22 contains 8372 members 
Entering Unmasked Estep 
Score: -80750696.000000 Penalty: 37913.917969
Splitting cluster 1 changes total score from -80747032.000000 to -80750696.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 3 (83171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83171 members 
Entering Unmasked Estep 
Score: -10284501.000000 Penalty: 1685.703735
	Iteration 0F: 2 clusters Score -1.02845e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41581 members 
Mstep: Class 2 contains 41590 members 
Entering Unmasked Estep 
Score: -10238812.000000 Penalty: 3371.407471
	Iteration 0F: 3 clusters Score -1.023881e+07 nChanged 38953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40954 members 
Mstep: Class 2 contains 42217 members 
Entering Unmasked Estep 
Score: -10260714.000000 Penalty: 3371.407471
	Iteration 1F: 3 clusters Score -1.026071e+07 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40810 members 
Mstep: Class 2 contains 42361 members 
Entering Unmasked Estep 
Score: -10261429.000000 Penalty: 3371.407471
	Iteration 2Q: 3 clusters Score -1.026143e+07 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40635 members 
Mstep: Class 2 contains 42536 members 
Entering Unmasked Estep 
Score: -10262243.000000 Penalty: 3371.407471
	Iteration 3Q: 3 clusters Score -1.026224e+07 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40543 members 
Mstep: Class 2 contains 42628 members 
Entering Unmasked Estep 
Score: -10263137.000000 Penalty: 3371.407471
	Iteration 4Q: 3 clusters Score -1.026314e+07 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40602 members 
Mstep: Class 2 contains 42569 members 
Entering Unmasked Estep 
Score: -10264241.000000 Penalty: 3371.407471
	Iteration 5Q: 3 clusters Score -1.026424e+07 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40714 members 
Mstep: Class 2 contains 42457 members 
Entering Unmasked Estep 
Score: -10265724.000000 Penalty: 3371.407471
	Iteration 6Q: 3 clusters Score -1.026572e+07 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41111 members 
Mstep: Class 2 contains 42060 members 
Entering Unmasked Estep 
Score: -10267810.000000 Penalty: 3371.407471
	Iteration 7Q: 3 clusters Score -1.026781e+07 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41831 members 
Mstep: Class 2 contains 41340 members 
Entering Unmasked Estep 
Score: -10270742.000000 Penalty: 3371.407471
	Iteration 8F: 3 clusters Score -1.027074e+07 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42797 members 
Mstep: Class 2 contains 40374 members 
Entering Unmasked Estep 
Score: -10274074.000000 Penalty: 3371.407471
	Iteration 9F: 3 clusters Score -1.027407e+07 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43761 members 
Mstep: Class 2 contains 39410 members 
Entering Unmasked Estep 
Score: -10277170.000000 Penalty: 3371.407471
	Iteration 10F: 3 clusters Score -1.027717e+07 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44520 members 
Mstep: Class 2 contains 38651 members 
Entering Unmasked Estep 
Score: -10279235.000000 Penalty: 3371.407471
	Iteration 11Q: 3 clusters Score -1.027924e+07 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45125 members 
Mstep: Class 2 contains 38046 members 
Entering Unmasked Estep 
Score: -10280450.000000 Penalty: 3371.407471
	Iteration 12Q: 3 clusters Score -1.028045e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45587 members 
Mstep: Class 2 contains 37584 members 
Entering Unmasked Estep 
Score: -10281003.000000 Penalty: 3371.407471
	Iteration 13Q: 3 clusters Score -1.0281e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45961 members 
Mstep: Class 2 contains 37210 members 
Entering Unmasked Estep 
Score: -10281206.000000 Penalty: 3371.407471
	Iteration 14Q: 3 clusters Score -1.028121e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46291 members 
Mstep: Class 2 contains 36880 members 
Entering Unmasked Estep 
Score: -10281482.000000 Penalty: 3371.407471
	Iteration 15Q: 3 clusters Score -1.028148e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46585 members 
Mstep: Class 2 contains 36586 members 
Entering Unmasked Estep 
Score: -10281702.000000 Penalty: 3371.407471
	Iteration 16Q: 3 clusters Score -1.02817e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46809 members 
Mstep: Class 2 contains 36362 members 
Entering Unmasked Estep 
Score: -10281888.000000 Penalty: 3371.407471
	Iteration 17Q: 3 clusters Score -1.028189e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47020 members 
Mstep: Class 2 contains 36151 members 
Entering Unmasked Estep 
Score: -10282010.000000 Penalty: 3371.407471
	Iteration 18Q: 3 clusters Score -1.028201e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47150 members 
Mstep: Class 2 contains 36021 members 
Entering Unmasked Estep 
Score: -10282119.000000 Penalty: 3371.407471
	Iteration 19Q: 3 clusters Score -1.028212e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47196 members 
Mstep: Class 2 contains 35975 members 
Entering Unmasked Estep 
Score: -10282280.000000 Penalty: 3371.407471
	Iteration 20F: 3 clusters Score -1.028228e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47250 members 
Mstep: Class 2 contains 35921 members 
Entering Unmasked Estep 
Score: -10282380.000000 Penalty: 3371.407471
	Iteration 21Q: 3 clusters Score -1.028238e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47210 members 
Mstep: Class 2 contains 35961 members 
Entering Unmasked Estep 
Score: -10282491.000000 Penalty: 3371.407471
	Iteration 22Q: 3 clusters Score -1.028249e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47094 members 
Mstep: Class 2 contains 36077 members 
Entering Unmasked Estep 
Score: -10282574.000000 Penalty: 3371.407471
	Iteration 23Q: 3 clusters Score -1.028257e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46991 members 
Mstep: Class 2 contains 36180 members 
Entering Unmasked Estep 
Score: -10282677.000000 Penalty: 3371.407471
	Iteration 24Q: 3 clusters Score -1.028268e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46865 members 
Mstep: Class 2 contains 36306 members 
Entering Unmasked Estep 
Score: -10282749.000000 Penalty: 3371.407471
	Iteration 25Q: 3 clusters Score -1.028275e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46710 members 
Mstep: Class 2 contains 36461 members 
Entering Unmasked Estep 
Score: -10282844.000000 Penalty: 3371.407471
	Iteration 26Q: 3 clusters Score -1.028284e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46547 members 
Mstep: Class 2 contains 36624 members 
Entering Unmasked Estep 
Score: -10282932.000000 Penalty: 3371.407471
	Iteration 27Q: 3 clusters Score -1.028293e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46368 members 
Mstep: Class 2 contains 36803 members 
Entering Unmasked Estep 
Score: -10282998.000000 Penalty: 3371.407471
	Iteration 28Q: 3 clusters Score -1.0283e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46152 members 
Mstep: Class 2 contains 37019 members 
Entering Unmasked Estep 
Score: -10283079.000000 Penalty: 3371.407471
	Iteration 29Q: 3 clusters Score -1.028308e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45890 members 
Mstep: Class 2 contains 37281 members 
Entering Unmasked Estep 
Score: -10283193.000000 Penalty: 3371.407471
	Iteration 30Q: 3 clusters Score -1.028319e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45619 members 
Mstep: Class 2 contains 37552 members 
Entering Unmasked Estep 
Score: -10283313.000000 Penalty: 3371.407471
	Iteration 31Q: 3 clusters Score -1.028331e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45326 members 
Mstep: Class 2 contains 37845 members 
Entering Unmasked Estep 
Score: -10283460.000000 Penalty: 3371.407471
	Iteration 32Q: 3 clusters Score -1.028346e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44969 members 
Mstep: Class 2 contains 38202 members 
Entering Unmasked Estep 
Score: -10283586.000000 Penalty: 3371.407471
	Iteration 33Q: 3 clusters Score -1.028359e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44569 members 
Mstep: Class 2 contains 38602 members 
Entering Unmasked Estep 
Score: -10283769.000000 Penalty: 3371.407471
	Iteration 34Q: 3 clusters Score -1.028377e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44144 members 
Mstep: Class 2 contains 39027 members 
Entering Unmasked Estep 
Score: -10283967.000000 Penalty: 3371.407471
	Iteration 35Q: 3 clusters Score -1.028397e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43690 members 
Mstep: Class 2 contains 39481 members 
Entering Unmasked Estep 
Score: -10284177.000000 Penalty: 3371.407471
	Iteration 36Q: 3 clusters Score -1.028418e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43235 members 
Mstep: Class 2 contains 39936 members 
Entering Unmasked Estep 
Score: -10284357.000000 Penalty: 3371.407471
	Iteration 37Q: 3 clusters Score -1.028436e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42724 members 
Mstep: Class 2 contains 40447 members 
Entering Unmasked Estep 
Score: -10284564.000000 Penalty: 3371.407471
	Iteration 38Q: 3 clusters Score -1.028456e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42217 members 
Mstep: Class 2 contains 40954 members 
Entering Unmasked Estep 
Score: -10284747.000000 Penalty: 3371.407471
	Iteration 39Q: 3 clusters Score -1.028475e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41639 members 
Mstep: Class 2 contains 41532 members 
Entering Unmasked Estep 
Score: -10285006.000000 Penalty: 3371.407471
	Iteration 40F: 3 clusters Score -1.028501e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41025 members 
Mstep: Class 2 contains 42146 members 
Entering Unmasked Estep 
Score: -10285260.000000 Penalty: 3371.407471
	Iteration 41Q: 3 clusters Score -1.028526e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40373 members 
Mstep: Class 2 contains 42798 members 
Entering Unmasked Estep 
Score: -10285598.000000 Penalty: 3371.407471
	Iteration 42Q: 3 clusters Score -1.02856e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39747 members 
Mstep: Class 2 contains 43424 members 
Entering Unmasked Estep 
Score: -10285815.000000 Penalty: 3371.407471
	Iteration 43Q: 3 clusters Score -1.028582e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39182 members 
Mstep: Class 2 contains 43989 members 
Entering Unmasked Estep 
Score: -10285949.000000 Penalty: 3371.407471
	Iteration 44Q: 3 clusters Score -1.028595e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38652 members 
Mstep: Class 2 contains 44519 members 
Entering Unmasked Estep 
Score: -10286097.000000 Penalty: 3371.407471
	Iteration 45Q: 3 clusters Score -1.02861e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38182 members 
Mstep: Class 2 contains 44989 members 
Entering Unmasked Estep 
Score: -10286232.000000 Penalty: 3371.407471
	Iteration 46Q: 3 clusters Score -1.028623e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37761 members 
Mstep: Class 2 contains 45410 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1.028632e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37350 members 
Mstep: Class 2 contains 45821 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1.028638e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36975 members 
Mstep: Class 2 contains 46196 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1.028642e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36621 members 
Mstep: Class 2 contains 46550 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1.02865e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36309 members 
Mstep: Class 2 contains 46862 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1.028652e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36043 members 
Mstep: Class 2 contains 47128 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1.028655e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35780 members 
Mstep: Class 2 contains 47391 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1.028651e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35529 members 
Mstep: Class 2 contains 47642 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1.02865e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35285 members 
Mstep: Class 2 contains 47886 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1.028652e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35040 members 
Mstep: Class 2 contains 48131 members 
Entering Unmasked Estep 
Score: -10286534.000000 Penalty: 3371.407471
	Iteration 56Q: 3 clusters Score -1.028653e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34809 members 
Mstep: Class 2 contains 48362 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1.028655e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34610 members 
Mstep: Class 2 contains 48561 members 
Entering Unmasked Estep 
Score: -10286524.000000 Penalty: 3371.407471
	Iteration 58Q: 3 clusters Score -1.028652e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34441 members 
Mstep: Class 2 contains 48730 members 
Entering Unmasked Estep 
Score: -10286547.000000 Penalty: 3371.407471
	Iteration 59Q: 3 clusters Score -1.028655e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34289 members 
Mstep: Class 2 contains 48882 members 
Entering Unmasked Estep 
Score: -10286544.000000 Penalty: 3371.407471
	Iteration 60F: 3 clusters Score -1.028654e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34150 members 
Mstep: Class 2 contains 49021 members 
Entering Unmasked Estep 
Score: -10286525.000000 Penalty: 3371.407471
	Iteration 61Q: 3 clusters Score -1.028652e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34008 members 
Mstep: Class 2 contains 49163 members 
Entering Unmasked Estep 
Score: -10286486.000000 Penalty: 3371.407471
	Iteration 62Q: 3 clusters Score -1.028649e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33871 members 
Mstep: Class 2 contains 49300 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1.028649e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33746 members 
Mstep: Class 2 contains 49425 members 
Entering Unmasked Estep 
Score: -10286470.000000 Penalty: 3371.407471
	Iteration 64Q: 3 clusters Score -1.028647e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33641 members 
Mstep: Class 2 contains 49530 members 
Entering Unmasked Estep 
Score: -10286488.000000 Penalty: 3371.407471
	Iteration 65Q: 3 clusters Score -1.028649e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33535 members 
Mstep: Class 2 contains 49636 members 
Entering Unmasked Estep 
Score: -10286499.000000 Penalty: 3371.407471
	Iteration 66Q: 3 clusters Score -1.02865e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33443 members 
Mstep: Class 2 contains 49728 members 
Entering Unmasked Estep 
Score: -10286509.000000 Penalty: 3371.407471
	Iteration 67Q: 3 clusters Score -1.028651e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33362 members 
Mstep: Class 2 contains 49809 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1.028648e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33292 members 
Mstep: Class 2 contains 49879 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1.028647e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33232 members 
Mstep: Class 2 contains 49939 members 
Entering Unmasked Estep 
Score: -10286485.000000 Penalty: 3371.407471
	Iteration 70Q: 3 clusters Score -1.028648e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33173 members 
Mstep: Class 2 contains 49998 members 
Entering Unmasked Estep 
Score: -10286495.000000 Penalty: 3371.407471
	Iteration 71Q: 3 clusters Score -1.02865e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33132 members 
Mstep: Class 2 contains 50039 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1.028649e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33086 members 
Mstep: Class 2 contains 50085 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1.02865e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33036 members 
Mstep: Class 2 contains 50135 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1.028648e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32986 members 
Mstep: Class 2 contains 50185 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1.02865e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32943 members 
Mstep: Class 2 contains 50228 members 
Entering Unmasked Estep 
Score: -10286491.000000 Penalty: 3371.407471
	Iteration 76Q: 3 clusters Score -1.028649e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32891 members 
Mstep: Class 2 contains 50280 members 
Entering Unmasked Estep 
Score: -10286499.000000 Penalty: 3371.407471
	Iteration 77Q: 3 clusters Score -1.02865e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32846 members 
Mstep: Class 2 contains 50325 members 
Entering Unmasked Estep 
Score: -10286501.000000 Penalty: 3371.407471
	Iteration 78Q: 3 clusters Score -1.02865e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32802 members 
Mstep: Class 2 contains 50369 members 
Entering Unmasked Estep 
Score: -10286480.000000 Penalty: 3371.407471
	Iteration 79Q: 3 clusters Score -1.028648e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32753 members 
Mstep: Class 2 contains 50418 members 
Entering Unmasked Estep 
Score: -10286479.000000 Penalty: 3371.407471
	Iteration 80F: 3 clusters Score -1.028648e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32709 members 
Mstep: Class 2 contains 50462 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1.028648e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32665 members 
Mstep: Class 2 contains 50506 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1.028647e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32631 members 
Mstep: Class 2 contains 50540 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1.028645e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32606 members 
Mstep: Class 2 contains 50565 members 
Entering Unmasked Estep 
Score: -10286460.000000 Penalty: 3371.407471
	Iteration 84Q: 3 clusters Score -1.028646e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32586 members 
Mstep: Class 2 contains 50585 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1.028646e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32560 members 
Mstep: Class 2 contains 50611 members 
Entering Unmasked Estep 
Score: -10286469.000000 Penalty: 3371.407471
	Iteration 86Q: 3 clusters Score -1.028647e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32533 members 
Mstep: Class 2 contains 50638 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1.028647e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32501 members 
Mstep: Class 2 contains 50670 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1.028646e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32474 members 
Mstep: Class 2 contains 50697 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1.028647e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32456 members 
Mstep: Class 2 contains 50715 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1.028645e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32431 members 
Mstep: Class 2 contains 50740 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1.028647e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32402 members 
Mstep: Class 2 contains 50769 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1.028647e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32365 members 
Mstep: Class 2 contains 50806 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1.028646e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32341 members 
Mstep: Class 2 contains 50830 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1.028647e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32320 members 
Mstep: Class 2 contains 50851 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1.028646e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32296 members 
Mstep: Class 2 contains 50875 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1.028646e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32282 members 
Mstep: Class 2 contains 50889 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1.028646e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32269 members 
Mstep: Class 2 contains 50902 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1.028645e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32256 members 
Mstep: Class 2 contains 50915 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1.028645e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32241 members 
Mstep: Class 2 contains 50930 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1.028646e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32225 members 
Mstep: Class 2 contains 50946 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1.028646e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32214 members 
Mstep: Class 2 contains 50957 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1.028645e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32207 members 
Mstep: Class 2 contains 50964 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1.028646e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32197 members 
Mstep: Class 2 contains 50974 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1.028646e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32186 members 
Mstep: Class 2 contains 50985 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1.028646e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32175 members 
Mstep: Class 2 contains 50996 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1.028645e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32165 members 
Mstep: Class 2 contains 51006 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1.028645e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32160 members 
Mstep: Class 2 contains 51011 members 
Entering Unmasked Estep 
Score: -10286458.000000 Penalty: 3371.407471
	Iteration 108Q: 3 clusters Score -1.028646e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32155 members 
Mstep: Class 2 contains 51016 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1.028645e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32154 members 
Mstep: Class 2 contains 51017 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1.028645e+07 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32153 members 
Mstep: Class 2 contains 51018 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1.028647e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32149 members 
Mstep: Class 2 contains 51022 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1.028646e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32146 members 
Mstep: Class 2 contains 51025 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1.028646e+07 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32144 members 
Mstep: Class 2 contains 51027 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1.028645e+07 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32144 members 
Mstep: Class 2 contains 51027 members 
Entering Unmasked Estep 
Score: -10286451.000000 Penalty: 3371.407471
	Iteration 115F: 3 clusters Score -1.028645e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 755 members 
Mstep: Class 1 contains 38237 members 
Mstep: Class 2 contains 6420 members 
Mstep: Class 3 contains 32144 members 
Mstep: Class 4 contains 34535 members 
Mstep: Class 5 contains 141754 members 
Mstep: Class 6 contains 24346 members 
Mstep: Class 7 contains 73723 members 
Mstep: Class 8 contains 9961 members 
Mstep: Class 9 contains 51027 members 
Mstep: Class 10 contains 2324 members 
Mstep: Class 11 contains 15795 members 
Mstep: Class 14 contains 13658 members 
Mstep: Class 15 contains 39920 members 
Mstep: Class 16 contains 40475 members 
Mstep: Class 17 contains 22034 members 
Mstep: Class 18 contains 38755 members 
Mstep: Class 19 contains 63923 members 
Mstep: Class 20 contains 6578 members 
Mstep: Class 21 contains 2175 members 
Mstep: Class 22 contains 8372 members 
Entering Unmasked Estep 
Score: -80752080.000000 Penalty: 39909.386719
Splitting cluster 3 changes total score from -80747032.000000 to -80752080.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 4 (34535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34535 members 
Entering Unmasked Estep 
Score: -4339947.000000 Penalty: 1554.919678
	Iteration 0F: 2 clusters Score -4339947 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -4317529.500000 Penalty: 3109.839355
	Iteration 0F: 3 clusters Score -4317530 nChanged 15589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -4326043.000000 Penalty: 3109.839355
	Iteration 1F: 3 clusters Score -4326043 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -4326700.000000 Penalty: 3109.839355
	Iteration 2F: 3 clusters Score -4326700 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -4327412.500000 Penalty: 3109.839355
	Iteration 3Q: 3 clusters Score -4327412 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -4328313.500000 Penalty: 3109.839355
	Iteration 4F: 3 clusters Score -4328314 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24391 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -4329600.000000 Penalty: 3109.839355
	Iteration 5F: 3 clusters Score -4329600 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26802 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -4331444.500000 Penalty: 3109.839355
	Iteration 6F: 3 clusters Score -4331444 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29387 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -4333775.000000 Penalty: 3109.839355
	Iteration 7F: 3 clusters Score -4333775 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31671 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -4335974.000000 Penalty: 3109.839355
	Iteration 8F: 3 clusters Score -4335974 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33117 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -4337379.500000 Penalty: 3109.839355
	Iteration 9Q: 3 clusters Score -4337380 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33835 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -4338096.000000 Penalty: 3109.839355
	Iteration 10Q: 3 clusters Score -4338096 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34120 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -4338385.000000 Penalty: 3109.839355
	Iteration 11Q: 3 clusters Score -4338385 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34227 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -4338517.000000 Penalty: 3109.839355
	Iteration 12Q: 3 clusters Score -4338517 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34259 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -4338587.000000 Penalty: 3109.839355
	Iteration 13Q: 3 clusters Score -4338587 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34288 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -4338633.500000 Penalty: 3109.839355
	Iteration 14Q: 3 clusters Score -4338634 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34289 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -4338656.500000 Penalty: 3109.839355
	Iteration 15Q: 3 clusters Score -4338656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34294 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -4338666.500000 Penalty: 3109.839355
	Iteration 16Q: 3 clusters Score -4338666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34301 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -4338674.500000 Penalty: 3109.839355
	Iteration 17Q: 3 clusters Score -4338674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34306 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -4338695.500000 Penalty: 3109.839355
	Iteration 18Q: 3 clusters Score -4338696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34309 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -4338698.000000 Penalty: 3109.839355
	Iteration 19Q: 3 clusters Score -4338698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34309 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -4338700.500000 Penalty: 3109.839355
	Iteration 20F: 3 clusters Score -4338700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34310 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -4338702.500000 Penalty: 3109.839355
	Iteration 21Q: 3 clusters Score -4338702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34310 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -4338702.500000 Penalty: 3109.839355
	Iteration 22F: 3 clusters Score -4338702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (141754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141754 members 
Entering Unmasked Estep 
Score: -17965394.000000 Penalty: 1765.043091
	Iteration 0F: 2 clusters Score -1.796539e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70964 members 
Mstep: Class 2 contains 70790 members 
Entering Unmasked Estep 
Score: -17930408.000000 Penalty: 3530.086182
	Iteration 0F: 3 clusters Score -1.793041e+07 nChanged 67841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69669 members 
Mstep: Class 2 contains 72085 members 
Entering Unmasked Estep 
Score: -17969568.000000 Penalty: 3530.086182
	Iteration 1F: 3 clusters Score -1.796957e+07 nChanged 6046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66691 members 
Mstep: Class 2 contains 75063 members 
Entering Unmasked Estep 
Score: -17970604.000000 Penalty: 3530.086182
	Iteration 2Q: 3 clusters Score -1.79706e+07 nChanged 6763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62526 members 
Mstep: Class 2 contains 79228 members 
Entering Unmasked Estep 
Score: -17971544.000000 Penalty: 3530.086182
	Iteration 3Q: 3 clusters Score -1.797154e+07 nChanged 8105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57675 members 
Mstep: Class 2 contains 84079 members 
Entering Unmasked Estep 
Score: -17972658.000000 Penalty: 3530.086182
	Iteration 4F: 3 clusters Score -1.797266e+07 nChanged 9197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53310 members 
Mstep: Class 2 contains 88444 members 
Entering Unmasked Estep 
Score: -17973788.000000 Penalty: 3530.086182
	Iteration 5F: 3 clusters Score -1.797379e+07 nChanged 9677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50935 members 
Mstep: Class 2 contains 90819 members 
Entering Unmasked Estep 
Score: -17976694.000000 Penalty: 3530.086182
	Iteration 6F: 3 clusters Score -1.797669e+07 nChanged 10165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50840 members 
Mstep: Class 2 contains 90914 members 
Entering Unmasked Estep 
Score: -17981966.000000 Penalty: 3530.086182
	Iteration 7F: 3 clusters Score -1.798197e+07 nChanged 9959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52367 members 
Mstep: Class 2 contains 89387 members 
Entering Unmasked Estep 
Score: -17987576.000000 Penalty: 3530.086182
	Iteration 8F: 3 clusters Score -1.798758e+07 nChanged 8139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54304 members 
Mstep: Class 2 contains 87450 members 
Entering Unmasked Estep 
Score: -17991316.000000 Penalty: 3530.086182
	Iteration 9F: 3 clusters Score -1.799132e+07 nChanged 5255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55837 members 
Mstep: Class 2 contains 85917 members 
Entering Unmasked Estep 
Score: -17993148.000000 Penalty: 3530.086182
	Iteration 10Q: 3 clusters Score -1.799315e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56729 members 
Mstep: Class 2 contains 85025 members 
Entering Unmasked Estep 
Score: -17993934.000000 Penalty: 3530.086182
	Iteration 11Q: 3 clusters Score -1.799393e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57209 members 
Mstep: Class 2 contains 84545 members 
Entering Unmasked Estep 
Score: -17994214.000000 Penalty: 3530.086182
	Iteration 12Q: 3 clusters Score -1.799421e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57476 members 
Mstep: Class 2 contains 84278 members 
Entering Unmasked Estep 
Score: -17994458.000000 Penalty: 3530.086182
	Iteration 13Q: 3 clusters Score -1.799446e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57648 members 
Mstep: Class 2 contains 84106 members 
Entering Unmasked Estep 
Score: -17994596.000000 Penalty: 3530.086182
	Iteration 14Q: 3 clusters Score -1.79946e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57742 members 
Mstep: Class 2 contains 84012 members 
Entering Unmasked Estep 
Score: -17994606.000000 Penalty: 3530.086182
	Iteration 15Q: 3 clusters Score -1.799461e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57783 members 
Mstep: Class 2 contains 83971 members 
Entering Unmasked Estep 
Score: -17994666.000000 Penalty: 3530.086182
	Iteration 16Q: 3 clusters Score -1.799467e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57802 members 
Mstep: Class 2 contains 83952 members 
Entering Unmasked Estep 
Score: -17994700.000000 Penalty: 3530.086182
	Iteration 17Q: 3 clusters Score -1.79947e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57860 members 
Mstep: Class 2 contains 83894 members 
Entering Unmasked Estep 
Score: -17994820.000000 Penalty: 3530.086182
	Iteration 18Q: 3 clusters Score -1.799482e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57912 members 
Mstep: Class 2 contains 83842 members 
Entering Unmasked Estep 
Score: -17994892.000000 Penalty: 3530.086182
	Iteration 19Q: 3 clusters Score -1.799489e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57930 members 
Mstep: Class 2 contains 83824 members 
Entering Unmasked Estep 
Score: -17994804.000000 Penalty: 3530.086182
	Iteration 20F: 3 clusters Score -1.79948e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57937 members 
Mstep: Class 2 contains 83817 members 
Entering Unmasked Estep 
Score: -17994814.000000 Penalty: 3530.086182
	Iteration 21Q: 3 clusters Score -1.799481e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57962 members 
Mstep: Class 2 contains 83792 members 
Entering Unmasked Estep 
Score: -17994856.000000 Penalty: 3530.086182
	Iteration 22Q: 3 clusters Score -1.799486e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57940 members 
Mstep: Class 2 contains 83814 members 
Entering Unmasked Estep 
Score: -17994882.000000 Penalty: 3530.086182
	Iteration 23Q: 3 clusters Score -1.799488e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57950 members 
Mstep: Class 2 contains 83804 members 
Entering Unmasked Estep 
Score: -17994884.000000 Penalty: 3530.086182
	Iteration 24Q: 3 clusters Score -1.799488e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57950 members 
Mstep: Class 2 contains 83804 members 
Entering Unmasked Estep 
Score: -17994888.000000 Penalty: 3530.086182
	Iteration 25Q: 3 clusters Score -1.799489e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57967 members 
Mstep: Class 2 contains 83787 members 
Entering Unmasked Estep 
Score: -17994882.000000 Penalty: 3530.086182
	Iteration 26Q: 3 clusters Score -1.799488e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57981 members 
Mstep: Class 2 contains 83773 members 
Entering Unmasked Estep 
Score: -17994884.000000 Penalty: 3530.086182
	Iteration 27Q: 3 clusters Score -1.799488e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58008 members 
Mstep: Class 2 contains 83746 members 
Entering Unmasked Estep 
Score: -17994968.000000 Penalty: 3530.086182
	Iteration 28Q: 3 clusters Score -1.799497e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58024 members 
Mstep: Class 2 contains 83730 members 
Entering Unmasked Estep 
Score: -17994944.000000 Penalty: 3530.086182
	Iteration 29Q: 3 clusters Score -1.799494e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58030 members 
Mstep: Class 2 contains 83724 members 
Entering Unmasked Estep 
Score: -17994990.000000 Penalty: 3530.086182
	Iteration 30Q: 3 clusters Score -1.799499e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58029 members 
Mstep: Class 2 contains 83725 members 
Entering Unmasked Estep 
Score: -17995046.000000 Penalty: 3530.086182
	Iteration 31Q: 3 clusters Score -1.799505e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58014 members 
Mstep: Class 2 contains 83740 members 
Entering Unmasked Estep 
Score: -17995018.000000 Penalty: 3530.086182
	Iteration 32Q: 3 clusters Score -1.799502e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58034 members 
Mstep: Class 2 contains 83720 members 
Entering Unmasked Estep 
Score: -17995000.000000 Penalty: 3530.086182
	Iteration 33Q: 3 clusters Score -1.7995e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58064 members 
Mstep: Class 2 contains 83690 members 
Entering Unmasked Estep 
Score: -17995048.000000 Penalty: 3530.086182
	Iteration 34Q: 3 clusters Score -1.799505e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58095 members 
Mstep: Class 2 contains 83659 members 
Entering Unmasked Estep 
Score: -17995032.000000 Penalty: 3530.086182
	Iteration 35Q: 3 clusters Score -1.799503e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58089 members 
Mstep: Class 2 contains 83665 members 
Entering Unmasked Estep 
Score: -17995102.000000 Penalty: 3530.086182
	Iteration 36Q: 3 clusters Score -1.79951e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58098 members 
Mstep: Class 2 contains 83656 members 
Entering Unmasked Estep 
Score: -17995130.000000 Penalty: 3530.086182
	Iteration 37Q: 3 clusters Score -1.799513e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58105 members 
Mstep: Class 2 contains 83649 members 
Entering Unmasked Estep 
Score: -17995154.000000 Penalty: 3530.086182
	Iteration 38Q: 3 clusters Score -1.799515e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58140 members 
Mstep: Class 2 contains 83614 members 
Entering Unmasked Estep 
Score: -17995198.000000 Penalty: 3530.086182
	Iteration 39Q: 3 clusters Score -1.79952e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58151 members 
Mstep: Class 2 contains 83603 members 
Entering Unmasked Estep 
Score: -17995228.000000 Penalty: 3530.086182
	Iteration 40F: 3 clusters Score -1.799523e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58164 members 
Mstep: Class 2 contains 83590 members 
Entering Unmasked Estep 
Score: -17995236.000000 Penalty: 3530.086182
	Iteration 41Q: 3 clusters Score -1.799524e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58218 members 
Mstep: Class 2 contains 83536 members 
Entering Unmasked Estep 
Score: -17995280.000000 Penalty: 3530.086182
	Iteration 42Q: 3 clusters Score -1.799528e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58251 members 
Mstep: Class 2 contains 83503 members 
Entering Unmasked Estep 
Score: -17995284.000000 Penalty: 3530.086182
	Iteration 43Q: 3 clusters Score -1.799528e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58293 members 
Mstep: Class 2 contains 83461 members 
Entering Unmasked Estep 
Score: -17995270.000000 Penalty: 3530.086182
	Iteration 44Q: 3 clusters Score -1.799527e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58316 members 
Mstep: Class 2 contains 83438 members 
Entering Unmasked Estep 
Score: -17995290.000000 Penalty: 3530.086182
	Iteration 45Q: 3 clusters Score -1.799529e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58337 members 
Mstep: Class 2 contains 83417 members 
Entering Unmasked Estep 
Score: -17995312.000000 Penalty: 3530.086182
	Iteration 46Q: 3 clusters Score -1.799531e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58365 members 
Mstep: Class 2 contains 83389 members 
Entering Unmasked Estep 
Score: -17995348.000000 Penalty: 3530.086182
	Iteration 47Q: 3 clusters Score -1.799535e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58388 members 
Mstep: Class 2 contains 83366 members 
Entering Unmasked Estep 
Score: -17995398.000000 Penalty: 3530.086182
	Iteration 48Q: 3 clusters Score -1.79954e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58388 members 
Mstep: Class 2 contains 83366 members 
Entering Unmasked Estep 
Score: -17995398.000000 Penalty: 3530.086182
	Iteration 49Q: 3 clusters Score -1.79954e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58396 members 
Mstep: Class 2 contains 83358 members 
Entering Unmasked Estep 
Score: -17995402.000000 Penalty: 3530.086182
	Iteration 50Q: 3 clusters Score -1.79954e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58406 members 
Mstep: Class 2 contains 83348 members 
Entering Unmasked Estep 
Score: -17995396.000000 Penalty: 3530.086182
	Iteration 51Q: 3 clusters Score -1.79954e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58416 members 
Mstep: Class 2 contains 83338 members 
Entering Unmasked Estep 
Score: -17995400.000000 Penalty: 3530.086182
	Iteration 52Q: 3 clusters Score -1.79954e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58421 members 
Mstep: Class 2 contains 83333 members 
Entering Unmasked Estep 
Score: -17995420.000000 Penalty: 3530.086182
	Iteration 53Q: 3 clusters Score -1.799542e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58443 members 
Mstep: Class 2 contains 83311 members 
Entering Unmasked Estep 
Score: -17995472.000000 Penalty: 3530.086182
	Iteration 54Q: 3 clusters Score -1.799547e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58482 members 
Mstep: Class 2 contains 83272 members 
Entering Unmasked Estep 
Score: -17995512.000000 Penalty: 3530.086182
	Iteration 55Q: 3 clusters Score -1.799551e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58555 members 
Mstep: Class 2 contains 83199 members 
Entering Unmasked Estep 
Score: -17995582.000000 Penalty: 3530.086182
	Iteration 56Q: 3 clusters Score -1.799558e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58580 members 
Mstep: Class 2 contains 83174 members 
Entering Unmasked Estep 
Score: -17995610.000000 Penalty: 3530.086182
	Iteration 57Q: 3 clusters Score -1.799561e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58588 members 
Mstep: Class 2 contains 83166 members 
Entering Unmasked Estep 
Score: -17995638.000000 Penalty: 3530.086182
	Iteration 58Q: 3 clusters Score -1.799564e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58592 members 
Mstep: Class 2 contains 83162 members 
Entering Unmasked Estep 
Score: -17995614.000000 Penalty: 3530.086182
	Iteration 59Q: 3 clusters Score -1.799561e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58622 members 
Mstep: Class 2 contains 83132 members 
Entering Unmasked Estep 
Score: -17995636.000000 Penalty: 3530.086182
	Iteration 60F: 3 clusters Score -1.799564e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58659 members 
Mstep: Class 2 contains 83095 members 
Entering Unmasked Estep 
Score: -17995658.000000 Penalty: 3530.086182
	Iteration 61Q: 3 clusters Score -1.799566e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58690 members 
Mstep: Class 2 contains 83064 members 
Entering Unmasked Estep 
Score: -17995672.000000 Penalty: 3530.086182
	Iteration 62Q: 3 clusters Score -1.799567e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58722 members 
Mstep: Class 2 contains 83032 members 
Entering Unmasked Estep 
Score: -17995678.000000 Penalty: 3530.086182
	Iteration 63Q: 3 clusters Score -1.799568e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58740 members 
Mstep: Class 2 contains 83014 members 
Entering Unmasked Estep 
Score: -17995666.000000 Penalty: 3530.086182
	Iteration 64Q: 3 clusters Score -1.799567e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58773 members 
Mstep: Class 2 contains 82981 members 
Entering Unmasked Estep 
Score: -17995706.000000 Penalty: 3530.086182
	Iteration 65Q: 3 clusters Score -1.799571e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58807 members 
Mstep: Class 2 contains 82947 members 
Entering Unmasked Estep 
Score: -17995744.000000 Penalty: 3530.086182
	Iteration 66Q: 3 clusters Score -1.799574e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58817 members 
Mstep: Class 2 contains 82937 members 
Entering Unmasked Estep 
Score: -17995796.000000 Penalty: 3530.086182
	Iteration 67Q: 3 clusters Score -1.79958e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58821 members 
Mstep: Class 2 contains 82933 members 
Entering Unmasked Estep 
Score: -17995832.000000 Penalty: 3530.086182
	Iteration 68Q: 3 clusters Score -1.799583e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58847 members 
Mstep: Class 2 contains 82907 members 
Entering Unmasked Estep 
Score: -17995798.000000 Penalty: 3530.086182
	Iteration 69Q: 3 clusters Score -1.79958e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58887 members 
Mstep: Class 2 contains 82867 members 
Entering Unmasked Estep 
Score: -17995816.000000 Penalty: 3530.086182
	Iteration 70Q: 3 clusters Score -1.799582e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58916 members 
Mstep: Class 2 contains 82838 members 
Entering Unmasked Estep 
Score: -17995844.000000 Penalty: 3530.086182
	Iteration 71Q: 3 clusters Score -1.799584e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58948 members 
Mstep: Class 2 contains 82806 members 
Entering Unmasked Estep 
Score: -17995872.000000 Penalty: 3530.086182
	Iteration 72Q: 3 clusters Score -1.799587e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58984 members 
Mstep: Class 2 contains 82770 members 
Entering Unmasked Estep 
Score: -17995902.000000 Penalty: 3530.086182
	Iteration 73Q: 3 clusters Score -1.79959e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58986 members 
Mstep: Class 2 contains 82768 members 
Entering Unmasked Estep 
Score: -17995892.000000 Penalty: 3530.086182
	Iteration 74Q: 3 clusters Score -1.799589e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58995 members 
Mstep: Class 2 contains 82759 members 
Entering Unmasked Estep 
Score: -17995860.000000 Penalty: 3530.086182
	Iteration 75Q: 3 clusters Score -1.799586e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58985 members 
Mstep: Class 2 contains 82769 members 
Entering Unmasked Estep 
Score: -17995850.000000 Penalty: 3530.086182
	Iteration 76Q: 3 clusters Score -1.799585e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59008 members 
Mstep: Class 2 contains 82746 members 
Entering Unmasked Estep 
Score: -17995902.000000 Penalty: 3530.086182
	Iteration 77Q: 3 clusters Score -1.79959e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59017 members 
Mstep: Class 2 contains 82737 members 
Entering Unmasked Estep 
Score: -17995900.000000 Penalty: 3530.086182
	Iteration 78Q: 3 clusters Score -1.79959e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59029 members 
Mstep: Class 2 contains 82725 members 
Entering Unmasked Estep 
Score: -17995906.000000 Penalty: 3530.086182
	Iteration 79Q: 3 clusters Score -1.799591e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59047 members 
Mstep: Class 2 contains 82707 members 
Entering Unmasked Estep 
Score: -17995914.000000 Penalty: 3530.086182
	Iteration 80F: 3 clusters Score -1.799591e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59072 members 
Mstep: Class 2 contains 82682 members 
Entering Unmasked Estep 
Score: -17995956.000000 Penalty: 3530.086182
	Iteration 81Q: 3 clusters Score -1.799596e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59100 members 
Mstep: Class 2 contains 82654 members 
Entering Unmasked Estep 
Score: -17995950.000000 Penalty: 3530.086182
	Iteration 82Q: 3 clusters Score -1.799595e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59127 members 
Mstep: Class 2 contains 82627 members 
Entering Unmasked Estep 
Score: -17995958.000000 Penalty: 3530.086182
	Iteration 83Q: 3 clusters Score -1.799596e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59154 members 
Mstep: Class 2 contains 82600 members 
Entering Unmasked Estep 
Score: -17995988.000000 Penalty: 3530.086182
	Iteration 84Q: 3 clusters Score -1.799599e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59194 members 
Mstep: Class 2 contains 82560 members 
Entering Unmasked Estep 
Score: -17996012.000000 Penalty: 3530.086182
	Iteration 85Q: 3 clusters Score -1.799601e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59236 members 
Mstep: Class 2 contains 82518 members 
Entering Unmasked Estep 
Score: -17996030.000000 Penalty: 3530.086182
	Iteration 86Q: 3 clusters Score -1.799603e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59262 members 
Mstep: Class 2 contains 82492 members 
Entering Unmasked Estep 
Score: -17996050.000000 Penalty: 3530.086182
	Iteration 87Q: 3 clusters Score -1.799605e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59277 members 
Mstep: Class 2 contains 82477 members 
Entering Unmasked Estep 
Score: -17996076.000000 Penalty: 3530.086182
	Iteration 88Q: 3 clusters Score -1.799608e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59289 members 
Mstep: Class 2 contains 82465 members 
Entering Unmasked Estep 
Score: -17996102.000000 Penalty: 3530.086182
	Iteration 89Q: 3 clusters Score -1.79961e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59296 members 
Mstep: Class 2 contains 82458 members 
Entering Unmasked Estep 
Score: -17996112.000000 Penalty: 3530.086182
	Iteration 90Q: 3 clusters Score -1.799611e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59318 members 
Mstep: Class 2 contains 82436 members 
Entering Unmasked Estep 
Score: -17996108.000000 Penalty: 3530.086182
	Iteration 91Q: 3 clusters Score -1.799611e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59361 members 
Mstep: Class 2 contains 82393 members 
Entering Unmasked Estep 
Score: -17996128.000000 Penalty: 3530.086182
	Iteration 92Q: 3 clusters Score -1.799613e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59385 members 
Mstep: Class 2 contains 82369 members 
Entering Unmasked Estep 
Score: -17996212.000000 Penalty: 3530.086182
	Iteration 93Q: 3 clusters Score -1.799621e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59442 members 
Mstep: Class 2 contains 82312 members 
Entering Unmasked Estep 
Score: -17996258.000000 Penalty: 3530.086182
	Iteration 94Q: 3 clusters Score -1.799626e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59497 members 
Mstep: Class 2 contains 82257 members 
Entering Unmasked Estep 
Score: -17996314.000000 Penalty: 3530.086182
	Iteration 95Q: 3 clusters Score -1.799631e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59541 members 
Mstep: Class 2 contains 82213 members 
Entering Unmasked Estep 
Score: -17996362.000000 Penalty: 3530.086182
	Iteration 96Q: 3 clusters Score -1.799636e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59585 members 
Mstep: Class 2 contains 82169 members 
Entering Unmasked Estep 
Score: -17996388.000000 Penalty: 3530.086182
	Iteration 97Q: 3 clusters Score -1.799639e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59628 members 
Mstep: Class 2 contains 82126 members 
Entering Unmasked Estep 
Score: -17996422.000000 Penalty: 3530.086182
	Iteration 98Q: 3 clusters Score -1.799642e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59683 members 
Mstep: Class 2 contains 82071 members 
Entering Unmasked Estep 
Score: -17996462.000000 Penalty: 3530.086182
	Iteration 99Q: 3 clusters Score -1.799646e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59726 members 
Mstep: Class 2 contains 82028 members 
Entering Unmasked Estep 
Score: -17996512.000000 Penalty: 3530.086182
	Iteration 100F: 3 clusters Score -1.799651e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59770 members 
Mstep: Class 2 contains 81984 members 
Entering Unmasked Estep 
Score: -17996574.000000 Penalty: 3530.086182
	Iteration 101Q: 3 clusters Score -1.799657e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59814 members 
Mstep: Class 2 contains 81940 members 
Entering Unmasked Estep 
Score: -17996574.000000 Penalty: 3530.086182
	Iteration 102Q: 3 clusters Score -1.799657e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59859 members 
Mstep: Class 2 contains 81895 members 
Entering Unmasked Estep 
Score: -17996596.000000 Penalty: 3530.086182
	Iteration 103Q: 3 clusters Score -1.79966e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59887 members 
Mstep: Class 2 contains 81867 members 
Entering Unmasked Estep 
Score: -17996640.000000 Penalty: 3530.086182
	Iteration 104Q: 3 clusters Score -1.799664e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59910 members 
Mstep: Class 2 contains 81844 members 
Entering Unmasked Estep 
Score: -17996632.000000 Penalty: 3530.086182
	Iteration 105Q: 3 clusters Score -1.799663e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59924 members 
Mstep: Class 2 contains 81830 members 
Entering Unmasked Estep 
Score: -17996660.000000 Penalty: 3530.086182
	Iteration 106Q: 3 clusters Score -1.799666e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59949 members 
Mstep: Class 2 contains 81805 members 
Entering Unmasked Estep 
Score: -17996690.000000 Penalty: 3530.086182
	Iteration 107Q: 3 clusters Score -1.799669e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59997 members 
Mstep: Class 2 contains 81757 members 
Entering Unmasked Estep 
Score: -17996722.000000 Penalty: 3530.086182
	Iteration 108Q: 3 clusters Score -1.799672e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60033 members 
Mstep: Class 2 contains 81721 members 
Entering Unmasked Estep 
Score: -17996744.000000 Penalty: 3530.086182
	Iteration 109Q: 3 clusters Score -1.799674e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60053 members 
Mstep: Class 2 contains 81701 members 
Entering Unmasked Estep 
Score: -17996806.000000 Penalty: 3530.086182
	Iteration 110Q: 3 clusters Score -1.799681e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60114 members 
Mstep: Class 2 contains 81640 members 
Entering Unmasked Estep 
Score: -17996828.000000 Penalty: 3530.086182
	Iteration 111Q: 3 clusters Score -1.799683e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60167 members 
Mstep: Class 2 contains 81587 members 
Entering Unmasked Estep 
Score: -17996824.000000 Penalty: 3530.086182
	Iteration 112Q: 3 clusters Score -1.799682e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60227 members 
Mstep: Class 2 contains 81527 members 
Entering Unmasked Estep 
Score: -17996824.000000 Penalty: 3530.086182
	Iteration 113Q: 3 clusters Score -1.799682e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60257 members 
Mstep: Class 2 contains 81497 members 
Entering Unmasked Estep 
Score: -17996860.000000 Penalty: 3530.086182
	Iteration 114Q: 3 clusters Score -1.799686e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60291 members 
Mstep: Class 2 contains 81463 members 
Entering Unmasked Estep 
Score: -17996924.000000 Penalty: 3530.086182
	Iteration 115Q: 3 clusters Score -1.799692e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60356 members 
Mstep: Class 2 contains 81398 members 
Entering Unmasked Estep 
Score: -17996958.000000 Penalty: 3530.086182
	Iteration 116Q: 3 clusters Score -1.799696e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60392 members 
Mstep: Class 2 contains 81362 members 
Entering Unmasked Estep 
Score: -17997004.000000 Penalty: 3530.086182
	Iteration 117Q: 3 clusters Score -1.7997e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60428 members 
Mstep: Class 2 contains 81326 members 
Entering Unmasked Estep 
Score: -17997050.000000 Penalty: 3530.086182
	Iteration 118Q: 3 clusters Score -1.799705e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60465 members 
Mstep: Class 2 contains 81289 members 
Entering Unmasked Estep 
Score: -17997086.000000 Penalty: 3530.086182
	Iteration 119Q: 3 clusters Score -1.799709e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60516 members 
Mstep: Class 2 contains 81238 members 
Entering Unmasked Estep 
Score: -17997206.000000 Penalty: 3530.086182
	Iteration 120F: 3 clusters Score -1.799721e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60595 members 
Mstep: Class 2 contains 81159 members 
Entering Unmasked Estep 
Score: -17997270.000000 Penalty: 3530.086182
	Iteration 121Q: 3 clusters Score -1.799727e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60687 members 
Mstep: Class 2 contains 81067 members 
Entering Unmasked Estep 
Score: -17997424.000000 Penalty: 3530.086182
	Iteration 122Q: 3 clusters Score -1.799742e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60745 members 
Mstep: Class 2 contains 81009 members 
Entering Unmasked Estep 
Score: -17997498.000000 Penalty: 3530.086182
	Iteration 123Q: 3 clusters Score -1.79975e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60789 members 
Mstep: Class 2 contains 80965 members 
Entering Unmasked Estep 
Score: -17997544.000000 Penalty: 3530.086182
	Iteration 124Q: 3 clusters Score -1.799754e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60804 members 
Mstep: Class 2 contains 80950 members 
Entering Unmasked Estep 
Score: -17997606.000000 Penalty: 3530.086182
	Iteration 125Q: 3 clusters Score -1.799761e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60818 members 
Mstep: Class 2 contains 80936 members 
Entering Unmasked Estep 
Score: -17997624.000000 Penalty: 3530.086182
	Iteration 126Q: 3 clusters Score -1.799762e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60852 members 
Mstep: Class 2 contains 80902 members 
Entering Unmasked Estep 
Score: -17997678.000000 Penalty: 3530.086182
	Iteration 127Q: 3 clusters Score -1.799768e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60861 members 
Mstep: Class 2 contains 80893 members 
Entering Unmasked Estep 
Score: -17997686.000000 Penalty: 3530.086182
	Iteration 128Q: 3 clusters Score -1.799769e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60882 members 
Mstep: Class 2 contains 80872 members 
Entering Unmasked Estep 
Score: -17997692.000000 Penalty: 3530.086182
	Iteration 129Q: 3 clusters Score -1.799769e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60905 members 
Mstep: Class 2 contains 80849 members 
Entering Unmasked Estep 
Score: -17997712.000000 Penalty: 3530.086182
	Iteration 130Q: 3 clusters Score -1.799771e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60935 members 
Mstep: Class 2 contains 80819 members 
Entering Unmasked Estep 
Score: -17997778.000000 Penalty: 3530.086182
	Iteration 131Q: 3 clusters Score -1.799778e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60970 members 
Mstep: Class 2 contains 80784 members 
Entering Unmasked Estep 
Score: -17997824.000000 Penalty: 3530.086182
	Iteration 132Q: 3 clusters Score -1.799782e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60991 members 
Mstep: Class 2 contains 80763 members 
Entering Unmasked Estep 
Score: -17997880.000000 Penalty: 3530.086182
	Iteration 133Q: 3 clusters Score -1.799788e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61045 members 
Mstep: Class 2 contains 80709 members 
Entering Unmasked Estep 
Score: -17997954.000000 Penalty: 3530.086182
	Iteration 134Q: 3 clusters Score -1.799795e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61113 members 
Mstep: Class 2 contains 80641 members 
Entering Unmasked Estep 
Score: -17998030.000000 Penalty: 3530.086182
	Iteration 135Q: 3 clusters Score -1.799803e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61156 members 
Mstep: Class 2 contains 80598 members 
Entering Unmasked Estep 
Score: -17998104.000000 Penalty: 3530.086182
	Iteration 136Q: 3 clusters Score -1.79981e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61168 members 
Mstep: Class 2 contains 80586 members 
Entering Unmasked Estep 
Score: -17998086.000000 Penalty: 3530.086182
	Iteration 137Q: 3 clusters Score -1.799809e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61177 members 
Mstep: Class 2 contains 80577 members 
Entering Unmasked Estep 
Score: -17998136.000000 Penalty: 3530.086182
	Iteration 138Q: 3 clusters Score -1.799814e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61185 members 
Mstep: Class 2 contains 80569 members 
Entering Unmasked Estep 
Score: -17998176.000000 Penalty: 3530.086182
	Iteration 139Q: 3 clusters Score -1.799818e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61171 members 
Mstep: Class 2 contains 80583 members 
Entering Unmasked Estep 
Score: -17998170.000000 Penalty: 3530.086182
	Iteration 140F: 3 clusters Score -1.799817e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61123 members 
Mstep: Class 2 contains 80631 members 
Entering Unmasked Estep 
Score: -17998170.000000 Penalty: 3530.086182
	Iteration 141Q: 3 clusters Score -1.799817e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61086 members 
Mstep: Class 2 contains 80668 members 
Entering Unmasked Estep 
Score: -17998166.000000 Penalty: 3530.086182
	Iteration 142Q: 3 clusters Score -1.799817e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61059 members 
Mstep: Class 2 contains 80695 members 
Entering Unmasked Estep 
Score: -17998164.000000 Penalty: 3530.086182
	Iteration 143Q: 3 clusters Score -1.799816e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61039 members 
Mstep: Class 2 contains 80715 members 
Entering Unmasked Estep 
Score: -17998186.000000 Penalty: 3530.086182
	Iteration 144Q: 3 clusters Score -1.799819e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61006 members 
Mstep: Class 2 contains 80748 members 
Entering Unmasked Estep 
Score: -17998166.000000 Penalty: 3530.086182
	Iteration 145Q: 3 clusters Score -1.799817e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60992 members 
Mstep: Class 2 contains 80762 members 
Entering Unmasked Estep 
Score: -17998172.000000 Penalty: 3530.086182
	Iteration 146Q: 3 clusters Score -1.799817e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60965 members 
Mstep: Class 2 contains 80789 members 
Entering Unmasked Estep 
Score: -17998170.000000 Penalty: 3530.086182
	Iteration 147Q: 3 clusters Score -1.799817e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60902 members 
Mstep: Class 2 contains 80852 members 
Entering Unmasked Estep 
Score: -17998204.000000 Penalty: 3530.086182
	Iteration 148Q: 3 clusters Score -1.79982e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60856 members 
Mstep: Class 2 contains 80898 members 
Entering Unmasked Estep 
Score: -17998168.000000 Penalty: 3530.086182
	Iteration 149Q: 3 clusters Score -1.799817e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60816 members 
Mstep: Class 2 contains 80938 members 
Entering Unmasked Estep 
Score: -17998178.000000 Penalty: 3530.086182
	Iteration 150Q: 3 clusters Score -1.799818e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60787 members 
Mstep: Class 2 contains 80967 members 
Entering Unmasked Estep 
Score: -17998192.000000 Penalty: 3530.086182
	Iteration 151Q: 3 clusters Score -1.799819e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60775 members 
Mstep: Class 2 contains 80979 members 
Entering Unmasked Estep 
Score: -17998230.000000 Penalty: 3530.086182
	Iteration 152Q: 3 clusters Score -1.799823e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60778 members 
Mstep: Class 2 contains 80976 members 
Entering Unmasked Estep 
Score: -17998248.000000 Penalty: 3530.086182
	Iteration 153Q: 3 clusters Score -1.799825e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60786 members 
Mstep: Class 2 contains 80968 members 
Entering Unmasked Estep 
Score: -17998254.000000 Penalty: 3530.086182
	Iteration 154Q: 3 clusters Score -1.799825e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60783 members 
Mstep: Class 2 contains 80971 members 
Entering Unmasked Estep 
Score: -17998282.000000 Penalty: 3530.086182
	Iteration 155Q: 3 clusters Score -1.799828e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60759 members 
Mstep: Class 2 contains 80995 members 
Entering Unmasked Estep 
Score: -17998268.000000 Penalty: 3530.086182
	Iteration 156Q: 3 clusters Score -1.799827e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60749 members 
Mstep: Class 2 contains 81005 members 
Entering Unmasked Estep 
Score: -17998286.000000 Penalty: 3530.086182
	Iteration 157Q: 3 clusters Score -1.799829e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60716 members 
Mstep: Class 2 contains 81038 members 
Entering Unmasked Estep 
Score: -17998270.000000 Penalty: 3530.086182
	Iteration 158Q: 3 clusters Score -1.799827e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60703 members 
Mstep: Class 2 contains 81051 members 
Entering Unmasked Estep 
Score: -17998290.000000 Penalty: 3530.086182
	Iteration 159Q: 3 clusters Score -1.799829e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60700 members 
Mstep: Class 2 contains 81054 members 
Entering Unmasked Estep 
Score: -17998330.000000 Penalty: 3530.086182
	Iteration 160F: 3 clusters Score -1.799833e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60684 members 
Mstep: Class 2 contains 81070 members 
Entering Unmasked Estep 
Score: -17998314.000000 Penalty: 3530.086182
	Iteration 161Q: 3 clusters Score -1.799831e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60682 members 
Mstep: Class 2 contains 81072 members 
Entering Unmasked Estep 
Score: -17998332.000000 Penalty: 3530.086182
	Iteration 162Q: 3 clusters Score -1.799833e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60669 members 
Mstep: Class 2 contains 81085 members 
Entering Unmasked Estep 
Score: -17998330.000000 Penalty: 3530.086182
	Iteration 163Q: 3 clusters Score -1.799833e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60639 members 
Mstep: Class 2 contains 81115 members 
Entering Unmasked Estep 
Score: -17998322.000000 Penalty: 3530.086182
	Iteration 164Q: 3 clusters Score -1.799832e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60619 members 
Mstep: Class 2 contains 81135 members 
Entering Unmasked Estep 
Score: -17998354.000000 Penalty: 3530.086182
	Iteration 165Q: 3 clusters Score -1.799835e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60612 members 
Mstep: Class 2 contains 81142 members 
Entering Unmasked Estep 
Score: -17998368.000000 Penalty: 3530.086182
	Iteration 166Q: 3 clusters Score -1.799837e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60602 members 
Mstep: Class 2 contains 81152 members 
Entering Unmasked Estep 
Score: -17998358.000000 Penalty: 3530.086182
	Iteration 167Q: 3 clusters Score -1.799836e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60595 members 
Mstep: Class 2 contains 81159 members 
Entering Unmasked Estep 
Score: -17998358.000000 Penalty: 3530.086182
	Iteration 168Q: 3 clusters Score -1.799836e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60595 members 
Mstep: Class 2 contains 81159 members 
Entering Unmasked Estep 
Score: -17998360.000000 Penalty: 3530.086182
	Iteration 169Q: 3 clusters Score -1.799836e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60596 members 
Mstep: Class 2 contains 81158 members 
Entering Unmasked Estep 
Score: -17998386.000000 Penalty: 3530.086182
	Iteration 170Q: 3 clusters Score -1.799839e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60597 members 
Mstep: Class 2 contains 81157 members 
Entering Unmasked Estep 
Score: -17998420.000000 Penalty: 3530.086182
	Iteration 171Q: 3 clusters Score -1.799842e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60581 members 
Mstep: Class 2 contains 81173 members 
Entering Unmasked Estep 
Score: -17998408.000000 Penalty: 3530.086182
	Iteration 172Q: 3 clusters Score -1.799841e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60568 members 
Mstep: Class 2 contains 81186 members 
Entering Unmasked Estep 
Score: -17998414.000000 Penalty: 3530.086182
	Iteration 173Q: 3 clusters Score -1.799841e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60561 members 
Mstep: Class 2 contains 81193 members 
Entering Unmasked Estep 
Score: -17998420.000000 Penalty: 3530.086182
	Iteration 174Q: 3 clusters Score -1.799842e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60543 members 
Mstep: Class 2 contains 81211 members 
Entering Unmasked Estep 
Score: -17998400.000000 Penalty: 3530.086182
	Iteration 175Q: 3 clusters Score -1.79984e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60524 members 
Mstep: Class 2 contains 81230 members 
Entering Unmasked Estep 
Score: -17998422.000000 Penalty: 3530.086182
	Iteration 176Q: 3 clusters Score -1.799842e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60523 members 
Mstep: Class 2 contains 81231 members 
Entering Unmasked Estep 
Score: -17998406.000000 Penalty: 3530.086182
	Iteration 177Q: 3 clusters Score -1.799841e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60517 members 
Mstep: Class 2 contains 81237 members 
Entering Unmasked Estep 
Score: -17998388.000000 Penalty: 3530.086182
	Iteration 178Q: 3 clusters Score -1.799839e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60508 members 
Mstep: Class 2 contains 81246 members 
Entering Unmasked Estep 
Score: -17998396.000000 Penalty: 3530.086182
	Iteration 179Q: 3 clusters Score -1.79984e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60505 members 
Mstep: Class 2 contains 81249 members 
Entering Unmasked Estep 
Score: -17998382.000000 Penalty: 3530.086182
	Iteration 180F: 3 clusters Score -1.799838e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60492 members 
Mstep: Class 2 contains 81262 members 
Entering Unmasked Estep 
Score: -17998356.000000 Penalty: 3530.086182
	Iteration 181Q: 3 clusters Score -1.799836e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60478 members 
Mstep: Class 2 contains 81276 members 
Entering Unmasked Estep 
Score: -17998360.000000 Penalty: 3530.086182
	Iteration 182Q: 3 clusters Score -1.799836e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60465 members 
Mstep: Class 2 contains 81289 members 
Entering Unmasked Estep 
Score: -17998378.000000 Penalty: 3530.086182
	Iteration 183Q: 3 clusters Score -1.799838e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60456 members 
Mstep: Class 2 contains 81298 members 
Entering Unmasked Estep 
Score: -17998416.000000 Penalty: 3530.086182
	Iteration 184Q: 3 clusters Score -1.799842e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60455 members 
Mstep: Class 2 contains 81299 members 
Entering Unmasked Estep 
Score: -17998400.000000 Penalty: 3530.086182
	Iteration 185Q: 3 clusters Score -1.79984e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60438 members 
Mstep: Class 2 contains 81316 members 
Entering Unmasked Estep 
Score: -17998382.000000 Penalty: 3530.086182
	Iteration 186Q: 3 clusters Score -1.799838e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60426 members 
Mstep: Class 2 contains 81328 members 
Entering Unmasked Estep 
Score: -17998396.000000 Penalty: 3530.086182
	Iteration 187Q: 3 clusters Score -1.79984e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60425 members 
Mstep: Class 2 contains 81329 members 
Entering Unmasked Estep 
Score: -17998380.000000 Penalty: 3530.086182
	Iteration 188Q: 3 clusters Score -1.799838e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60432 members 
Mstep: Class 2 contains 81322 members 
Entering Unmasked Estep 
Score: -17998408.000000 Penalty: 3530.086182
	Iteration 189Q: 3 clusters Score -1.799841e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60418 members 
Mstep: Class 2 contains 81336 members 
Entering Unmasked Estep 
Score: -17998404.000000 Penalty: 3530.086182
	Iteration 190Q: 3 clusters Score -1.79984e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60417 members 
Mstep: Class 2 contains 81337 members 
Entering Unmasked Estep 
Score: -17998422.000000 Penalty: 3530.086182
	Iteration 191Q: 3 clusters Score -1.799842e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60421 members 
Mstep: Class 2 contains 81333 members 
Entering Unmasked Estep 
Score: -17998420.000000 Penalty: 3530.086182
	Iteration 192Q: 3 clusters Score -1.799842e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60420 members 
Mstep: Class 2 contains 81334 members 
Entering Unmasked Estep 
Score: -17998442.000000 Penalty: 3530.086182
	Iteration 193Q: 3 clusters Score -1.799844e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60416 members 
Mstep: Class 2 contains 81338 members 
Entering Unmasked Estep 
Score: -17998430.000000 Penalty: 3530.086182
	Iteration 194Q: 3 clusters Score -1.799843e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60409 members 
Mstep: Class 2 contains 81345 members 
Entering Unmasked Estep 
Score: -17998468.000000 Penalty: 3530.086182
	Iteration 195Q: 3 clusters Score -1.799847e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60403 members 
Mstep: Class 2 contains 81351 members 
Entering Unmasked Estep 
Score: -17998442.000000 Penalty: 3530.086182
	Iteration 196Q: 3 clusters Score -1.799844e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60402 members 
Mstep: Class 2 contains 81352 members 
Entering Unmasked Estep 
Score: -17998472.000000 Penalty: 3530.086182
	Iteration 197Q: 3 clusters Score -1.799847e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60401 members 
Mstep: Class 2 contains 81353 members 
Entering Unmasked Estep 
Score: -17998474.000000 Penalty: 3530.086182
	Iteration 198Q: 3 clusters Score -1.799847e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60399 members 
Mstep: Class 2 contains 81355 members 
Entering Unmasked Estep 
Score: -17998500.000000 Penalty: 3530.086182
	Iteration 199Q: 3 clusters Score -1.79985e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60407 members 
Mstep: Class 2 contains 81347 members 
Entering Unmasked Estep 
Score: -17998484.000000 Penalty: 3530.086182
	Iteration 200F: 3 clusters Score -1.799848e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60420 members 
Mstep: Class 2 contains 81334 members 
Entering Unmasked Estep 
Score: -17998482.000000 Penalty: 3530.086182
	Iteration 201Q: 3 clusters Score -1.799848e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60419 members 
Mstep: Class 2 contains 81335 members 
Entering Unmasked Estep 
Score: -17998510.000000 Penalty: 3530.086182
	Iteration 202Q: 3 clusters Score -1.799851e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60424 members 
Mstep: Class 2 contains 81330 members 
Entering Unmasked Estep 
Score: -17998564.000000 Penalty: 3530.086182
	Iteration 203Q: 3 clusters Score -1.799856e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60426 members 
Mstep: Class 2 contains 81328 members 
Entering Unmasked Estep 
Score: -17998582.000000 Penalty: 3530.086182
	Iteration 204Q: 3 clusters Score -1.799858e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60413 members 
Mstep: Class 2 contains 81341 members 
Entering Unmasked Estep 
Score: -17998584.000000 Penalty: 3530.086182
	Iteration 205Q: 3 clusters Score -1.799858e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60416 members 
Mstep: Class 2 contains 81338 members 
Entering Unmasked Estep 
Score: -17998628.000000 Penalty: 3530.086182
	Iteration 206Q: 3 clusters Score -1.799863e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60405 members 
Mstep: Class 2 contains 81349 members 
Entering Unmasked Estep 
Score: -17998630.000000 Penalty: 3530.086182
	Iteration 207Q: 3 clusters Score -1.799863e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60387 members 
Mstep: Class 2 contains 81367 members 
Entering Unmasked Estep 
Score: -17998646.000000 Penalty: 3530.086182
	Iteration 208Q: 3 clusters Score -1.799865e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60414 members 
Mstep: Class 2 contains 81340 members 
Entering Unmasked Estep 
Score: -17998698.000000 Penalty: 3530.086182
	Iteration 209Q: 3 clusters Score -1.79987e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60433 members 
Mstep: Class 2 contains 81321 members 
Entering Unmasked Estep 
Score: -17998754.000000 Penalty: 3530.086182
	Iteration 210Q: 3 clusters Score -1.799875e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60466 members 
Mstep: Class 2 contains 81288 members 
Entering Unmasked Estep 
Score: -17998794.000000 Penalty: 3530.086182
	Iteration 211Q: 3 clusters Score -1.799879e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60485 members 
Mstep: Class 2 contains 81269 members 
Entering Unmasked Estep 
Score: -17998810.000000 Penalty: 3530.086182
	Iteration 212Q: 3 clusters Score -1.799881e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60512 members 
Mstep: Class 2 contains 81242 members 
Entering Unmasked Estep 
Score: -17998828.000000 Penalty: 3530.086182
	Iteration 213Q: 3 clusters Score -1.799883e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60521 members 
Mstep: Class 2 contains 81233 members 
Entering Unmasked Estep 
Score: -17998874.000000 Penalty: 3530.086182
	Iteration 214Q: 3 clusters Score -1.799887e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60540 members 
Mstep: Class 2 contains 81214 members 
Entering Unmasked Estep 
Score: -17998914.000000 Penalty: 3530.086182
	Iteration 215Q: 3 clusters Score -1.799891e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60540 members 
Mstep: Class 2 contains 81214 members 
Entering Unmasked Estep 
Score: -17998960.000000 Penalty: 3530.086182
	Iteration 216Q: 3 clusters Score -1.799896e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60534 members 
Mstep: Class 2 contains 81220 members 
Entering Unmasked Estep 
Score: -17998970.000000 Penalty: 3530.086182
	Iteration 217Q: 3 clusters Score -1.799897e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60547 members 
Mstep: Class 2 contains 81207 members 
Entering Unmasked Estep 
Score: -17998968.000000 Penalty: 3530.086182
	Iteration 218Q: 3 clusters Score -1.799897e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60538 members 
Mstep: Class 2 contains 81216 members 
Entering Unmasked Estep 
Score: -17998934.000000 Penalty: 3530.086182
	Iteration 219Q: 3 clusters Score -1.799893e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60557 members 
Mstep: Class 2 contains 81197 members 
Entering Unmasked Estep 
Score: -17998984.000000 Penalty: 3530.086182
	Iteration 220F: 3 clusters Score -1.799898e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60582 members 
Mstep: Class 2 contains 81172 members 
Entering Unmasked Estep 
Score: -17998992.000000 Penalty: 3530.086182
	Iteration 221Q: 3 clusters Score -1.799899e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60597 members 
Mstep: Class 2 contains 81157 members 
Entering Unmasked Estep 
Score: -17999062.000000 Penalty: 3530.086182
	Iteration 222Q: 3 clusters Score -1.799906e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60597 members 
Mstep: Class 2 contains 81157 members 
Entering Unmasked Estep 
Score: -17999030.000000 Penalty: 3530.086182
	Iteration 223Q: 3 clusters Score -1.799903e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60603 members 
Mstep: Class 2 contains 81151 members 
Entering Unmasked Estep 
Score: -17999052.000000 Penalty: 3530.086182
	Iteration 224Q: 3 clusters Score -1.799905e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60602 members 
Mstep: Class 2 contains 81152 members 
Entering Unmasked Estep 
Score: -17999112.000000 Penalty: 3530.086182
	Iteration 225Q: 3 clusters Score -1.799911e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60616 members 
Mstep: Class 2 contains 81138 members 
Entering Unmasked Estep 
Score: -17999170.000000 Penalty: 3530.086182
	Iteration 226Q: 3 clusters Score -1.799917e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60654 members 
Mstep: Class 2 contains 81100 members 
Entering Unmasked Estep 
Score: -17999216.000000 Penalty: 3530.086182
	Iteration 227Q: 3 clusters Score -1.799922e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60670 members 
Mstep: Class 2 contains 81084 members 
Entering Unmasked Estep 
Score: -17999238.000000 Penalty: 3530.086182
	Iteration 228Q: 3 clusters Score -1.799924e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60695 members 
Mstep: Class 2 contains 81059 members 
Entering Unmasked Estep 
Score: -17999318.000000 Penalty: 3530.086182
	Iteration 229Q: 3 clusters Score -1.799932e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60708 members 
Mstep: Class 2 contains 81046 members 
Entering Unmasked Estep 
Score: -17999354.000000 Penalty: 3530.086182
	Iteration 230Q: 3 clusters Score -1.799935e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60719 members 
Mstep: Class 2 contains 81035 members 
Entering Unmasked Estep 
Score: -17999348.000000 Penalty: 3530.086182
	Iteration 231Q: 3 clusters Score -1.799935e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60713 members 
Mstep: Class 2 contains 81041 members 
Entering Unmasked Estep 
Score: -17999360.000000 Penalty: 3530.086182
	Iteration 232Q: 3 clusters Score -1.799936e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60710 members 
Mstep: Class 2 contains 81044 members 
Entering Unmasked Estep 
Score: -17999392.000000 Penalty: 3530.086182
	Iteration 233Q: 3 clusters Score -1.799939e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60708 members 
Mstep: Class 2 contains 81046 members 
Entering Unmasked Estep 
Score: -17999400.000000 Penalty: 3530.086182
	Iteration 234Q: 3 clusters Score -1.79994e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60685 members 
Mstep: Class 2 contains 81069 members 
Entering Unmasked Estep 
Score: -17999446.000000 Penalty: 3530.086182
	Iteration 235Q: 3 clusters Score -1.799945e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60687 members 
Mstep: Class 2 contains 81067 members 
Entering Unmasked Estep 
Score: -17999508.000000 Penalty: 3530.086182
	Iteration 236Q: 3 clusters Score -1.799951e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60692 members 
Mstep: Class 2 contains 81062 members 
Entering Unmasked Estep 
Score: -17999530.000000 Penalty: 3530.086182
	Iteration 237Q: 3 clusters Score -1.799953e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60671 members 
Mstep: Class 2 contains 81083 members 
Entering Unmasked Estep 
Score: -17999614.000000 Penalty: 3530.086182
	Iteration 238Q: 3 clusters Score -1.799961e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60668 members 
Mstep: Class 2 contains 81086 members 
Entering Unmasked Estep 
Score: -17999662.000000 Penalty: 3530.086182
	Iteration 239Q: 3 clusters Score -1.799966e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60644 members 
Mstep: Class 2 contains 81110 members 
Entering Unmasked Estep 
Score: -17999690.000000 Penalty: 3530.086182
	Iteration 240F: 3 clusters Score -1.799969e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60616 members 
Mstep: Class 2 contains 81138 members 
Entering Unmasked Estep 
Score: -17999714.000000 Penalty: 3530.086182
	Iteration 241Q: 3 clusters Score -1.799971e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60556 members 
Mstep: Class 2 contains 81198 members 
Entering Unmasked Estep 
Score: -17999748.000000 Penalty: 3530.086182
	Iteration 242Q: 3 clusters Score -1.799975e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60506 members 
Mstep: Class 2 contains 81248 members 
Entering Unmasked Estep 
Score: -17999794.000000 Penalty: 3530.086182
	Iteration 243Q: 3 clusters Score -1.799979e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60443 members 
Mstep: Class 2 contains 81311 members 
Entering Unmasked Estep 
Score: -17999766.000000 Penalty: 3530.086182
	Iteration 244Q: 3 clusters Score -1.799977e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60374 members 
Mstep: Class 2 contains 81380 members 
Entering Unmasked Estep 
Score: -17999742.000000 Penalty: 3530.086182
	Iteration 245Q: 3 clusters Score -1.799974e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60301 members 
Mstep: Class 2 contains 81453 members 
Entering Unmasked Estep 
Score: -17999770.000000 Penalty: 3530.086182
	Iteration 246Q: 3 clusters Score -1.799977e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60248 members 
Mstep: Class 2 contains 81506 members 
Entering Unmasked Estep 
Score: -17999768.000000 Penalty: 3530.086182
	Iteration 247Q: 3 clusters Score -1.799977e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60192 members 
Mstep: Class 2 contains 81562 members 
Entering Unmasked Estep 
Score: -17999818.000000 Penalty: 3530.086182
	Iteration 248Q: 3 clusters Score -1.799982e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60124 members 
Mstep: Class 2 contains 81630 members 
Entering Unmasked Estep 
Score: -17999834.000000 Penalty: 3530.086182
	Iteration 249Q: 3 clusters Score -1.799983e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60064 members 
Mstep: Class 2 contains 81690 members 
Entering Unmasked Estep 
Score: -17999818.000000 Penalty: 3530.086182
	Iteration 250Q: 3 clusters Score -1.799982e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59994 members 
Mstep: Class 2 contains 81760 members 
Entering Unmasked Estep 
Score: -17999818.000000 Penalty: 3530.086182
	Iteration 251Q: 3 clusters Score -1.799982e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59945 members 
Mstep: Class 2 contains 81809 members 
Entering Unmasked Estep 
Score: -17999774.000000 Penalty: 3530.086182
	Iteration 252Q: 3 clusters Score -1.799977e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59868 members 
Mstep: Class 2 contains 81886 members 
Entering Unmasked Estep 
Score: -17999802.000000 Penalty: 3530.086182
	Iteration 253Q: 3 clusters Score -1.79998e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59780 members 
Mstep: Class 2 contains 81974 members 
Entering Unmasked Estep 
Score: -17999774.000000 Penalty: 3530.086182
	Iteration 254Q: 3 clusters Score -1.799977e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59709 members 
Mstep: Class 2 contains 82045 members 
Entering Unmasked Estep 
Score: -17999760.000000 Penalty: 3530.086182
	Iteration 255Q: 3 clusters Score -1.799976e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59636 members 
Mstep: Class 2 contains 82118 members 
Entering Unmasked Estep 
Score: -17999736.000000 Penalty: 3530.086182
	Iteration 256Q: 3 clusters Score -1.799974e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59564 members 
Mstep: Class 2 contains 82190 members 
Entering Unmasked Estep 
Score: -17999754.000000 Penalty: 3530.086182
	Iteration 257Q: 3 clusters Score -1.799975e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59502 members 
Mstep: Class 2 contains 82252 members 
Entering Unmasked Estep 
Score: -17999736.000000 Penalty: 3530.086182
	Iteration 258Q: 3 clusters Score -1.799974e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59454 members 
Mstep: Class 2 contains 82300 members 
Entering Unmasked Estep 
Score: -17999746.000000 Penalty: 3530.086182
	Iteration 259Q: 3 clusters Score -1.799975e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59409 members 
Mstep: Class 2 contains 82345 members 
Entering Unmasked Estep 
Score: -17999750.000000 Penalty: 3530.086182
	Iteration 260F: 3 clusters Score -1.799975e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59344 members 
Mstep: Class 2 contains 82410 members 
Entering Unmasked Estep 
Score: -17999740.000000 Penalty: 3530.086182
	Iteration 261Q: 3 clusters Score -1.799974e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59288 members 
Mstep: Class 2 contains 82466 members 
Entering Unmasked Estep 
Score: -17999722.000000 Penalty: 3530.086182
	Iteration 262Q: 3 clusters Score -1.799972e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59249 members 
Mstep: Class 2 contains 82505 members 
Entering Unmasked Estep 
Score: -17999700.000000 Penalty: 3530.086182
	Iteration 263Q: 3 clusters Score -1.79997e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59227 members 
Mstep: Class 2 contains 82527 members 
Entering Unmasked Estep 
Score: -17999672.000000 Penalty: 3530.086182
	Iteration 264Q: 3 clusters Score -1.799967e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59186 members 
Mstep: Class 2 contains 82568 members 
Entering Unmasked Estep 
Score: -17999626.000000 Penalty: 3530.086182
	Iteration 265Q: 3 clusters Score -1.799963e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59161 members 
Mstep: Class 2 contains 82593 members 
Entering Unmasked Estep 
Score: -17999636.000000 Penalty: 3530.086182
	Iteration 266Q: 3 clusters Score -1.799964e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59140 members 
Mstep: Class 2 contains 82614 members 
Entering Unmasked Estep 
Score: -17999642.000000 Penalty: 3530.086182
	Iteration 267Q: 3 clusters Score -1.799964e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59126 members 
Mstep: Class 2 contains 82628 members 
Entering Unmasked Estep 
Score: -17999632.000000 Penalty: 3530.086182
	Iteration 268Q: 3 clusters Score -1.799963e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59109 members 
Mstep: Class 2 contains 82645 members 
Entering Unmasked Estep 
Score: -17999640.000000 Penalty: 3530.086182
	Iteration 269Q: 3 clusters Score -1.799964e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59088 members 
Mstep: Class 2 contains 82666 members 
Entering Unmasked Estep 
Score: -17999614.000000 Penalty: 3530.086182
	Iteration 270Q: 3 clusters Score -1.799961e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59076 members 
Mstep: Class 2 contains 82678 members 
Entering Unmasked Estep 
Score: -17999602.000000 Penalty: 3530.086182
	Iteration 271Q: 3 clusters Score -1.79996e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59050 members 
Mstep: Class 2 contains 82704 members 
Entering Unmasked Estep 
Score: -17999602.000000 Penalty: 3530.086182
	Iteration 272Q: 3 clusters Score -1.79996e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59003 members 
Mstep: Class 2 contains 82751 members 
Entering Unmasked Estep 
Score: -17999602.000000 Penalty: 3530.086182
	Iteration 273Q: 3 clusters Score -1.79996e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58941 members 
Mstep: Class 2 contains 82813 members 
Entering Unmasked Estep 
Score: -17999608.000000 Penalty: 3530.086182
	Iteration 274Q: 3 clusters Score -1.799961e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58896 members 
Mstep: Class 2 contains 82858 members 
Entering Unmasked Estep 
Score: -17999640.000000 Penalty: 3530.086182
	Iteration 275Q: 3 clusters Score -1.799964e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58873 members 
Mstep: Class 2 contains 82881 members 
Entering Unmasked Estep 
Score: -17999634.000000 Penalty: 3530.086182
	Iteration 276Q: 3 clusters Score -1.799963e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58833 members 
Mstep: Class 2 contains 82921 members 
Entering Unmasked Estep 
Score: -17999626.000000 Penalty: 3530.086182
	Iteration 277Q: 3 clusters Score -1.799963e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58799 members 
Mstep: Class 2 contains 82955 members 
Entering Unmasked Estep 
Score: -17999624.000000 Penalty: 3530.086182
	Iteration 278Q: 3 clusters Score -1.799962e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58771 members 
Mstep: Class 2 contains 82983 members 
Entering Unmasked Estep 
Score: -17999638.000000 Penalty: 3530.086182
	Iteration 279Q: 3 clusters Score -1.799964e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58733 members 
Mstep: Class 2 contains 83021 members 
Entering Unmasked Estep 
Score: -17999558.000000 Penalty: 3530.086182
	Iteration 280F: 3 clusters Score -1.799956e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58692 members 
Mstep: Class 2 contains 83062 members 
Entering Unmasked Estep 
Score: -17999556.000000 Penalty: 3530.086182
	Iteration 281Q: 3 clusters Score -1.799956e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58655 members 
Mstep: Class 2 contains 83099 members 
Entering Unmasked Estep 
Score: -17999552.000000 Penalty: 3530.086182
	Iteration 282Q: 3 clusters Score -1.799955e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58629 members 
Mstep: Class 2 contains 83125 members 
Entering Unmasked Estep 
Score: -17999558.000000 Penalty: 3530.086182
	Iteration 283Q: 3 clusters Score -1.799956e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58612 members 
Mstep: Class 2 contains 83142 members 
Entering Unmasked Estep 
Score: -17999560.000000 Penalty: 3530.086182
	Iteration 284Q: 3 clusters Score -1.799956e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58582 members 
Mstep: Class 2 contains 83172 members 
Entering Unmasked Estep 
Score: -17999546.000000 Penalty: 3530.086182
	Iteration 285Q: 3 clusters Score -1.799955e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58545 members 
Mstep: Class 2 contains 83209 members 
Entering Unmasked Estep 
Score: -17999542.000000 Penalty: 3530.086182
	Iteration 286Q: 3 clusters Score -1.799954e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58506 members 
Mstep: Class 2 contains 83248 members 
Entering Unmasked Estep 
Score: -17999528.000000 Penalty: 3530.086182
	Iteration 287Q: 3 clusters Score -1.799953e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58479 members 
Mstep: Class 2 contains 83275 members 
Entering Unmasked Estep 
Score: -17999528.000000 Penalty: 3530.086182
	Iteration 288Q: 3 clusters Score -1.799953e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58470 members 
Mstep: Class 2 contains 83284 members 
Entering Unmasked Estep 
Score: -17999522.000000 Penalty: 3530.086182
	Iteration 289Q: 3 clusters Score -1.799952e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58466 members 
Mstep: Class 2 contains 83288 members 
Entering Unmasked Estep 
Score: -17999576.000000 Penalty: 3530.086182
	Iteration 290Q: 3 clusters Score -1.799958e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58450 members 
Mstep: Class 2 contains 83304 members 
Entering Unmasked Estep 
Score: -17999590.000000 Penalty: 3530.086182
	Iteration 291Q: 3 clusters Score -1.799959e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58431 members 
Mstep: Class 2 contains 83323 members 
Entering Unmasked Estep 
Score: -17999584.000000 Penalty: 3530.086182
	Iteration 292Q: 3 clusters Score -1.799958e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58415 members 
Mstep: Class 2 contains 83339 members 
Entering Unmasked Estep 
Score: -17999598.000000 Penalty: 3530.086182
	Iteration 293Q: 3 clusters Score -1.79996e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58404 members 
Mstep: Class 2 contains 83350 members 
Entering Unmasked Estep 
Score: -17999576.000000 Penalty: 3530.086182
	Iteration 294Q: 3 clusters Score -1.799958e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58403 members 
Mstep: Class 2 contains 83351 members 
Entering Unmasked Estep 
Score: -17999580.000000 Penalty: 3530.086182
	Iteration 295Q: 3 clusters Score -1.799958e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58396 members 
Mstep: Class 2 contains 83358 members 
Entering Unmasked Estep 
Score: -17999594.000000 Penalty: 3530.086182
	Iteration 296Q: 3 clusters Score -1.799959e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58383 members 
Mstep: Class 2 contains 83371 members 
Entering Unmasked Estep 
Score: -17999570.000000 Penalty: 3530.086182
	Iteration 297Q: 3 clusters Score -1.799957e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58374 members 
Mstep: Class 2 contains 83380 members 
Entering Unmasked Estep 
Score: -17999570.000000 Penalty: 3530.086182
	Iteration 298Q: 3 clusters Score -1.799957e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58374 members 
Mstep: Class 2 contains 83380 members 
Entering Unmasked Estep 
Score: -17999580.000000 Penalty: 3530.086182
	Iteration 299Q: 3 clusters Score -1.799958e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58369 members 
Mstep: Class 2 contains 83385 members 
Entering Unmasked Estep 
Score: -17999598.000000 Penalty: 3530.086182
	Iteration 300F: 3 clusters Score -1.79996e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58367 members 
Mstep: Class 2 contains 83387 members 
Entering Unmasked Estep 
Score: -17999592.000000 Penalty: 3530.086182
	Iteration 301Q: 3 clusters Score -1.799959e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58362 members 
Mstep: Class 2 contains 83392 members 
Entering Unmasked Estep 
Score: -17999594.000000 Penalty: 3530.086182
	Iteration 302Q: 3 clusters Score -1.799959e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58349 members 
Mstep: Class 2 contains 83405 members 
Entering Unmasked Estep 
Score: -17999594.000000 Penalty: 3530.086182
	Iteration 303Q: 3 clusters Score -1.799959e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58343 members 
Mstep: Class 2 contains 83411 members 
Entering Unmasked Estep 
Score: -17999590.000000 Penalty: 3530.086182
	Iteration 304Q: 3 clusters Score -1.799959e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58341 members 
Mstep: Class 2 contains 83413 members 
Entering Unmasked Estep 
Score: -17999600.000000 Penalty: 3530.086182
	Iteration 305Q: 3 clusters Score -1.79996e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58343 members 
Mstep: Class 2 contains 83411 members 
Entering Unmasked Estep 
Score: -17999598.000000 Penalty: 3530.086182
	Iteration 306Q: 3 clusters Score -1.79996e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58346 members 
Mstep: Class 2 contains 83408 members 
Entering Unmasked Estep 
Score: -17999594.000000 Penalty: 3530.086182
	Iteration 307Q: 3 clusters Score -1.799959e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58345 members 
Mstep: Class 2 contains 83409 members 
Entering Unmasked Estep 
Score: -17999594.000000 Penalty: 3530.086182
	Iteration 308Q: 3 clusters Score -1.799959e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58346 members 
Mstep: Class 2 contains 83408 members 
Entering Unmasked Estep 
Score: -17999586.000000 Penalty: 3530.086182
	Iteration 309Q: 3 clusters Score -1.799959e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58350 members 
Mstep: Class 2 contains 83404 members 
Entering Unmasked Estep 
Score: -17999586.000000 Penalty: 3530.086182
	Iteration 310Q: 3 clusters Score -1.799959e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58355 members 
Mstep: Class 2 contains 83399 members 
Entering Unmasked Estep 
Score: -17999592.000000 Penalty: 3530.086182
	Iteration 311Q: 3 clusters Score -1.799959e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58354 members 
Mstep: Class 2 contains 83400 members 
Entering Unmasked Estep 
Score: -17999576.000000 Penalty: 3530.086182
	Iteration 312Q: 3 clusters Score -1.799958e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58351 members 
Mstep: Class 2 contains 83403 members 
Entering Unmasked Estep 
Score: -17999564.000000 Penalty: 3530.086182
	Iteration 313Q: 3 clusters Score -1.799956e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58351 members 
Mstep: Class 2 contains 83403 members 
Entering Unmasked Estep 
Score: -17999570.000000 Penalty: 3530.086182
	Iteration 314Q: 3 clusters Score -1.799957e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58348 members 
Mstep: Class 2 contains 83406 members 
Entering Unmasked Estep 
Score: -17999560.000000 Penalty: 3530.086182
	Iteration 315Q: 3 clusters Score -1.799956e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58343 members 
Mstep: Class 2 contains 83411 members 
Entering Unmasked Estep 
Score: -17999556.000000 Penalty: 3530.086182
	Iteration 316Q: 3 clusters Score -1.799956e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58347 members 
Mstep: Class 2 contains 83407 members 
Entering Unmasked Estep 
Score: -17999570.000000 Penalty: 3530.086182
	Iteration 317Q: 3 clusters Score -1.799957e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58354 members 
Mstep: Class 2 contains 83400 members 
Entering Unmasked Estep 
Score: -17999592.000000 Penalty: 3530.086182
	Iteration 318Q: 3 clusters Score -1.799959e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58359 members 
Mstep: Class 2 contains 83395 members 
Entering Unmasked Estep 
Score: -17999598.000000 Penalty: 3530.086182
	Iteration 319Q: 3 clusters Score -1.79996e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58358 members 
Mstep: Class 2 contains 83396 members 
Entering Unmasked Estep 
Score: -17999590.000000 Penalty: 3530.086182
	Iteration 320F: 3 clusters Score -1.799959e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58357 members 
Mstep: Class 2 contains 83397 members 
Entering Unmasked Estep 
Score: -17999602.000000 Penalty: 3530.086182
	Iteration 321Q: 3 clusters Score -1.79996e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58355 members 
Mstep: Class 2 contains 83399 members 
Entering Unmasked Estep 
Score: -17999598.000000 Penalty: 3530.086182
	Iteration 322Q: 3 clusters Score -1.79996e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58353 members 
Mstep: Class 2 contains 83401 members 
Entering Unmasked Estep 
Score: -17999602.000000 Penalty: 3530.086182
	Iteration 323Q: 3 clusters Score -1.79996e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58350 members 
Mstep: Class 2 contains 83404 members 
Entering Unmasked Estep 
Score: -17999602.000000 Penalty: 3530.086182
	Iteration 324Q: 3 clusters Score -1.79996e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58350 members 
Mstep: Class 2 contains 83404 members 
Entering Unmasked Estep 
Score: -17999586.000000 Penalty: 3530.086182
	Iteration 325Q: 3 clusters Score -1.799959e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58349 members 
Mstep: Class 2 contains 83405 members 
Entering Unmasked Estep 
Score: -17999590.000000 Penalty: 3530.086182
	Iteration 326Q: 3 clusters Score -1.799959e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58344 members 
Mstep: Class 2 contains 83410 members 
Entering Unmasked Estep 
Score: -17999594.000000 Penalty: 3530.086182
	Iteration 327Q: 3 clusters Score -1.799959e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58343 members 
Mstep: Class 2 contains 83411 members 
Entering Unmasked Estep 
Score: -17999596.000000 Penalty: 3530.086182
	Iteration 328Q: 3 clusters Score -1.79996e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58341 members 
Mstep: Class 2 contains 83413 members 
Entering Unmasked Estep 
Score: -17999594.000000 Penalty: 3530.086182
	Iteration 329Q: 3 clusters Score -1.799959e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58342 members 
Mstep: Class 2 contains 83412 members 
Entering Unmasked Estep 
Score: -17999596.000000 Penalty: 3530.086182
	Iteration 330Q: 3 clusters Score -1.79996e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58346 members 
Mstep: Class 2 contains 83408 members 
Entering Unmasked Estep 
Score: -17999604.000000 Penalty: 3530.086182
	Iteration 331Q: 3 clusters Score -1.79996e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58343 members 
Mstep: Class 2 contains 83411 members 
Entering Unmasked Estep 
Score: -17999610.000000 Penalty: 3530.086182
	Iteration 332Q: 3 clusters Score -1.799961e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58343 members 
Mstep: Class 2 contains 83411 members 
Entering Unmasked Estep 
Score: -17999596.000000 Penalty: 3530.086182
	Iteration 333Q: 3 clusters Score -1.79996e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58346 members 
Mstep: Class 2 contains 83408 members 
Entering Unmasked Estep 
Score: -17999608.000000 Penalty: 3530.086182
	Iteration 334Q: 3 clusters Score -1.799961e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58348 members 
Mstep: Class 2 contains 83406 members 
Entering Unmasked Estep 
Score: -17999614.000000 Penalty: 3530.086182
	Iteration 335Q: 3 clusters Score -1.799961e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58348 members 
Mstep: Class 2 contains 83406 members 
Entering Unmasked Estep 
Score: -17999612.000000 Penalty: 3530.086182
	Iteration 336Q: 3 clusters Score -1.799961e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58346 members 
Mstep: Class 2 contains 83408 members 
Entering Unmasked Estep 
Score: -17999598.000000 Penalty: 3530.086182
	Iteration 337Q: 3 clusters Score -1.79996e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58349 members 
Mstep: Class 2 contains 83405 members 
Entering Unmasked Estep 
Score: -17999606.000000 Penalty: 3530.086182
	Iteration 338Q: 3 clusters Score -1.799961e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58346 members 
Mstep: Class 2 contains 83408 members 
Entering Unmasked Estep 
Score: -17999606.000000 Penalty: 3530.086182
	Iteration 339Q: 3 clusters Score -1.799961e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58343 members 
Mstep: Class 2 contains 83411 members 
Entering Unmasked Estep 
Score: -17999628.000000 Penalty: 3530.086182
	Iteration 340F: 3 clusters Score -1.799963e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58341 members 
Mstep: Class 2 contains 83413 members 
Entering Unmasked Estep 
Score: -17999626.000000 Penalty: 3530.086182
	Iteration 341Q: 3 clusters Score -1.799963e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58339 members 
Mstep: Class 2 contains 83415 members 
Entering Unmasked Estep 
Score: -17999628.000000 Penalty: 3530.086182
	Iteration 342Q: 3 clusters Score -1.799963e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58338 members 
Mstep: Class 2 contains 83416 members 
Entering Unmasked Estep 
Score: -17999628.000000 Penalty: 3530.086182
	Iteration 343Q: 3 clusters Score -1.799963e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58336 members 
Mstep: Class 2 contains 83418 members 
Entering Unmasked Estep 
Score: -17999620.000000 Penalty: 3530.086182
	Iteration 344Q: 3 clusters Score -1.799962e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58340 members 
Mstep: Class 2 contains 83414 members 
Entering Unmasked Estep 
Score: -17999628.000000 Penalty: 3530.086182
	Iteration 345Q: 3 clusters Score -1.799963e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58347 members 
Mstep: Class 2 contains 83407 members 
Entering Unmasked Estep 
Score: -17999636.000000 Penalty: 3530.086182
	Iteration 346Q: 3 clusters Score -1.799964e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58353 members 
Mstep: Class 2 contains 83401 members 
Entering Unmasked Estep 
Score: -17999642.000000 Penalty: 3530.086182
	Iteration 347Q: 3 clusters Score -1.799964e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58362 members 
Mstep: Class 2 contains 83392 members 
Entering Unmasked Estep 
Score: -17999634.000000 Penalty: 3530.086182
	Iteration 348Q: 3 clusters Score -1.799963e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58370 members 
Mstep: Class 2 contains 83384 members 
Entering Unmasked Estep 
Score: -17999634.000000 Penalty: 3530.086182
	Iteration 349Q: 3 clusters Score -1.799963e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58379 members 
Mstep: Class 2 contains 83375 members 
Entering Unmasked Estep 
Score: -17999638.000000 Penalty: 3530.086182
	Iteration 350Q: 3 clusters Score -1.799964e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58380 members 
Mstep: Class 2 contains 83374 members 
Entering Unmasked Estep 
Score: -17999644.000000 Penalty: 3530.086182
	Iteration 351Q: 3 clusters Score -1.799964e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58381 members 
Mstep: Class 2 contains 83373 members 
Entering Unmasked Estep 
Score: -17999648.000000 Penalty: 3530.086182
	Iteration 352Q: 3 clusters Score -1.799965e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58386 members 
Mstep: Class 2 contains 83368 members 
Entering Unmasked Estep 
Score: -17999652.000000 Penalty: 3530.086182
	Iteration 353Q: 3 clusters Score -1.799965e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58389 members 
Mstep: Class 2 contains 83365 members 
Entering Unmasked Estep 
Score: -17999644.000000 Penalty: 3530.086182
	Iteration 354Q: 3 clusters Score -1.799964e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58392 members 
Mstep: Class 2 contains 83362 members 
Entering Unmasked Estep 
Score: -17999676.000000 Penalty: 3530.086182
	Iteration 355Q: 3 clusters Score -1.799968e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58393 members 
Mstep: Class 2 contains 83361 members 
Entering Unmasked Estep 
Score: -17999670.000000 Penalty: 3530.086182
	Iteration 356Q: 3 clusters Score -1.799967e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58397 members 
Mstep: Class 2 contains 83357 members 
Entering Unmasked Estep 
Score: -17999672.000000 Penalty: 3530.086182
	Iteration 357Q: 3 clusters Score -1.799967e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58399 members 
Mstep: Class 2 contains 83355 members 
Entering Unmasked Estep 
Score: -17999678.000000 Penalty: 3530.086182
	Iteration 358Q: 3 clusters Score -1.799968e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58408 members 
Mstep: Class 2 contains 83346 members 
Entering Unmasked Estep 
Score: -17999674.000000 Penalty: 3530.086182
	Iteration 359Q: 3 clusters Score -1.799967e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58409 members 
Mstep: Class 2 contains 83345 members 
Entering Unmasked Estep 
Score: -17999696.000000 Penalty: 3530.086182
	Iteration 360F: 3 clusters Score -1.79997e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58409 members 
Mstep: Class 2 contains 83345 members 
Entering Unmasked Estep 
Score: -17999686.000000 Penalty: 3530.086182
	Iteration 361Q: 3 clusters Score -1.799969e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58403 members 
Mstep: Class 2 contains 83351 members 
Entering Unmasked Estep 
Score: -17999694.000000 Penalty: 3530.086182
	Iteration 362Q: 3 clusters Score -1.799969e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58394 members 
Mstep: Class 2 contains 83360 members 
Entering Unmasked Estep 
Score: -17999700.000000 Penalty: 3530.086182
	Iteration 363Q: 3 clusters Score -1.79997e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58383 members 
Mstep: Class 2 contains 83371 members 
Entering Unmasked Estep 
Score: -17999688.000000 Penalty: 3530.086182
	Iteration 364Q: 3 clusters Score -1.799969e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58369 members 
Mstep: Class 2 contains 83385 members 
Entering Unmasked Estep 
Score: -17999676.000000 Penalty: 3530.086182
	Iteration 365Q: 3 clusters Score -1.799968e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58351 members 
Mstep: Class 2 contains 83403 members 
Entering Unmasked Estep 
Score: -17999662.000000 Penalty: 3530.086182
	Iteration 366Q: 3 clusters Score -1.799966e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58328 members 
Mstep: Class 2 contains 83426 members 
Entering Unmasked Estep 
Score: -17999640.000000 Penalty: 3530.086182
	Iteration 367Q: 3 clusters Score -1.799964e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58314 members 
Mstep: Class 2 contains 83440 members 
Entering Unmasked Estep 
Score: -17999634.000000 Penalty: 3530.086182
	Iteration 368Q: 3 clusters Score -1.799963e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58291 members 
Mstep: Class 2 contains 83463 members 
Entering Unmasked Estep 
Score: -17999630.000000 Penalty: 3530.086182
	Iteration 369Q: 3 clusters Score -1.799963e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58278 members 
Mstep: Class 2 contains 83476 members 
Entering Unmasked Estep 
Score: -17999632.000000 Penalty: 3530.086182
	Iteration 370Q: 3 clusters Score -1.799963e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58266 members 
Mstep: Class 2 contains 83488 members 
Entering Unmasked Estep 
Score: -17999618.000000 Penalty: 3530.086182
	Iteration 371Q: 3 clusters Score -1.799962e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58263 members 
Mstep: Class 2 contains 83491 members 
Entering Unmasked Estep 
Score: -17999644.000000 Penalty: 3530.086182
	Iteration 372Q: 3 clusters Score -1.799964e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58262 members 
Mstep: Class 2 contains 83492 members 
Entering Unmasked Estep 
Score: -17999658.000000 Penalty: 3530.086182
	Iteration 373Q: 3 clusters Score -1.799966e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58263 members 
Mstep: Class 2 contains 83491 members 
Entering Unmasked Estep 
Score: -17999674.000000 Penalty: 3530.086182
	Iteration 374Q: 3 clusters Score -1.799967e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58276 members 
Mstep: Class 2 contains 83478 members 
Entering Unmasked Estep 
Score: -17999678.000000 Penalty: 3530.086182
	Iteration 375Q: 3 clusters Score -1.799968e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58273 members 
Mstep: Class 2 contains 83481 members 
Entering Unmasked Estep 
Score: -17999674.000000 Penalty: 3530.086182
	Iteration 376Q: 3 clusters Score -1.799967e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58277 members 
Mstep: Class 2 contains 83477 members 
Entering Unmasked Estep 
Score: -17999686.000000 Penalty: 3530.086182
	Iteration 377Q: 3 clusters Score -1.799969e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58273 members 
Mstep: Class 2 contains 83481 members 
Entering Unmasked Estep 
Score: -17999686.000000 Penalty: 3530.086182
	Iteration 378Q: 3 clusters Score -1.799969e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58271 members 
Mstep: Class 2 contains 83483 members 
Entering Unmasked Estep 
Score: -17999696.000000 Penalty: 3530.086182
	Iteration 379Q: 3 clusters Score -1.79997e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58253 members 
Mstep: Class 2 contains 83501 members 
Entering Unmasked Estep 
Score: -17999712.000000 Penalty: 3530.086182
	Iteration 380F: 3 clusters Score -1.799971e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58244 members 
Mstep: Class 2 contains 83510 members 
Entering Unmasked Estep 
Score: -17999712.000000 Penalty: 3530.086182
	Iteration 381Q: 3 clusters Score -1.799971e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58242 members 
Mstep: Class 2 contains 83512 members 
Entering Unmasked Estep 
Score: -17999708.000000 Penalty: 3530.086182
	Iteration 382Q: 3 clusters Score -1.799971e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58229 members 
Mstep: Class 2 contains 83525 members 
Entering Unmasked Estep 
Score: -17999706.000000 Penalty: 3530.086182
	Iteration 383Q: 3 clusters Score -1.799971e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58217 members 
Mstep: Class 2 contains 83537 members 
Entering Unmasked Estep 
Score: -17999712.000000 Penalty: 3530.086182
	Iteration 384Q: 3 clusters Score -1.799971e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58202 members 
Mstep: Class 2 contains 83552 members 
Entering Unmasked Estep 
Score: -17999728.000000 Penalty: 3530.086182
	Iteration 385Q: 3 clusters Score -1.799973e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58199 members 
Mstep: Class 2 contains 83555 members 
Entering Unmasked Estep 
Score: -17999718.000000 Penalty: 3530.086182
	Iteration 386Q: 3 clusters Score -1.799972e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58198 members 
Mstep: Class 2 contains 83556 members 
Entering Unmasked Estep 
Score: -17999728.000000 Penalty: 3530.086182
	Iteration 387Q: 3 clusters Score -1.799973e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58197 members 
Mstep: Class 2 contains 83557 members 
Entering Unmasked Estep 
Score: -17999738.000000 Penalty: 3530.086182
	Iteration 388Q: 3 clusters Score -1.799974e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58186 members 
Mstep: Class 2 contains 83568 members 
Entering Unmasked Estep 
Score: -17999744.000000 Penalty: 3530.086182
	Iteration 389Q: 3 clusters Score -1.799974e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58175 members 
Mstep: Class 2 contains 83579 members 
Entering Unmasked Estep 
Score: -17999728.000000 Penalty: 3530.086182
	Iteration 390Q: 3 clusters Score -1.799973e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58169 members 
Mstep: Class 2 contains 83585 members 
Entering Unmasked Estep 
Score: -17999728.000000 Penalty: 3530.086182
	Iteration 391Q: 3 clusters Score -1.799973e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58167 members 
Mstep: Class 2 contains 83587 members 
Entering Unmasked Estep 
Score: -17999730.000000 Penalty: 3530.086182
	Iteration 392Q: 3 clusters Score -1.799973e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58160 members 
Mstep: Class 2 contains 83594 members 
Entering Unmasked Estep 
Score: -17999730.000000 Penalty: 3530.086182
	Iteration 393Q: 3 clusters Score -1.799973e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58162 members 
Mstep: Class 2 contains 83592 members 
Entering Unmasked Estep 
Score: -17999728.000000 Penalty: 3530.086182
	Iteration 394Q: 3 clusters Score -1.799973e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58164 members 
Mstep: Class 2 contains 83590 members 
Entering Unmasked Estep 
Score: -17999742.000000 Penalty: 3530.086182
	Iteration 395Q: 3 clusters Score -1.799974e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58167 members 
Mstep: Class 2 contains 83587 members 
Entering Unmasked Estep 
Score: -17999736.000000 Penalty: 3530.086182
	Iteration 396Q: 3 clusters Score -1.799974e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58175 members 
Mstep: Class 2 contains 83579 members 
Entering Unmasked Estep 
Score: -17999758.000000 Penalty: 3530.086182
	Iteration 397Q: 3 clusters Score -1.799976e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58170 members 
Mstep: Class 2 contains 83584 members 
Entering Unmasked Estep 
Score: -17999746.000000 Penalty: 3530.086182
	Iteration 398Q: 3 clusters Score -1.799975e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58169 members 
Mstep: Class 2 contains 83585 members 
Entering Unmasked Estep 
Score: -17999766.000000 Penalty: 3530.086182
	Iteration 399Q: 3 clusters Score -1.799977e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58170 members 
Mstep: Class 2 contains 83584 members 
Entering Unmasked Estep 
Score: -17999766.000000 Penalty: 3530.086182
	Iteration 400F: 3 clusters Score -1.799977e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58162 members 
Mstep: Class 2 contains 83592 members 
Entering Unmasked Estep 
Score: -17999754.000000 Penalty: 3530.086182
	Iteration 401Q: 3 clusters Score -1.799975e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58155 members 
Mstep: Class 2 contains 83599 members 
Entering Unmasked Estep 
Score: -17999756.000000 Penalty: 3530.086182
	Iteration 402Q: 3 clusters Score -1.799976e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58156 members 
Mstep: Class 2 contains 83598 members 
Entering Unmasked Estep 
Score: -17999762.000000 Penalty: 3530.086182
	Iteration 403Q: 3 clusters Score -1.799976e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58148 members 
Mstep: Class 2 contains 83606 members 
Entering Unmasked Estep 
Score: -17999758.000000 Penalty: 3530.086182
	Iteration 404Q: 3 clusters Score -1.799976e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58144 members 
Mstep: Class 2 contains 83610 members 
Entering Unmasked Estep 
Score: -17999736.000000 Penalty: 3530.086182
	Iteration 405Q: 3 clusters Score -1.799974e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58146 members 
Mstep: Class 2 contains 83608 members 
Entering Unmasked Estep 
Score: -17999738.000000 Penalty: 3530.086182
	Iteration 406Q: 3 clusters Score -1.799974e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58143 members 
Mstep: Class 2 contains 83611 members 
Entering Unmasked Estep 
Score: -17999736.000000 Penalty: 3530.086182
	Iteration 407Q: 3 clusters Score -1.799974e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58143 members 
Mstep: Class 2 contains 83611 members 
Entering Unmasked Estep 
Score: -17999754.000000 Penalty: 3530.086182
	Iteration 408Q: 3 clusters Score -1.799975e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58144 members 
Mstep: Class 2 contains 83610 members 
Entering Unmasked Estep 
Score: -17999760.000000 Penalty: 3530.086182
	Iteration 409Q: 3 clusters Score -1.799976e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58146 members 
Mstep: Class 2 contains 83608 members 
Entering Unmasked Estep 
Score: -17999768.000000 Penalty: 3530.086182
	Iteration 410Q: 3 clusters Score -1.799977e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58148 members 
Mstep: Class 2 contains 83606 members 
Entering Unmasked Estep 
Score: -17999778.000000 Penalty: 3530.086182
	Iteration 411Q: 3 clusters Score -1.799978e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58147 members 
Mstep: Class 2 contains 83607 members 
Entering Unmasked Estep 
Score: -17999774.000000 Penalty: 3530.086182
	Iteration 412Q: 3 clusters Score -1.799977e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58148 members 
Mstep: Class 2 contains 83606 members 
Entering Unmasked Estep 
Score: -17999778.000000 Penalty: 3530.086182
	Iteration 413Q: 3 clusters Score -1.799978e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58148 members 
Mstep: Class 2 contains 83606 members 
Entering Unmasked Estep 
Score: -17999776.000000 Penalty: 3530.086182
	Iteration 414Q: 3 clusters Score -1.799978e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58152 members 
Mstep: Class 2 contains 83602 members 
Entering Unmasked Estep 
Score: -17999770.000000 Penalty: 3530.086182
	Iteration 415Q: 3 clusters Score -1.799977e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58155 members 
Mstep: Class 2 contains 83599 members 
Entering Unmasked Estep 
Score: -17999778.000000 Penalty: 3530.086182
	Iteration 416Q: 3 clusters Score -1.799978e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58158 members 
Mstep: Class 2 contains 83596 members 
Entering Unmasked Estep 
Score: -17999756.000000 Penalty: 3530.086182
	Iteration 417Q: 3 clusters Score -1.799976e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58159 members 
Mstep: Class 2 contains 83595 members 
Entering Unmasked Estep 
Score: -17999772.000000 Penalty: 3530.086182
	Iteration 418Q: 3 clusters Score -1.799977e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58162 members 
Mstep: Class 2 contains 83592 members 
Entering Unmasked Estep 
Score: -17999758.000000 Penalty: 3530.086182
	Iteration 419Q: 3 clusters Score -1.799976e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58165 members 
Mstep: Class 2 contains 83589 members 
Entering Unmasked Estep 
Score: -17999768.000000 Penalty: 3530.086182
	Iteration 420F: 3 clusters Score -1.799977e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58167 members 
Mstep: Class 2 contains 83587 members 
Entering Unmasked Estep 
Score: -17999772.000000 Penalty: 3530.086182
	Iteration 421Q: 3 clusters Score -1.799977e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58169 members 
Mstep: Class 2 contains 83585 members 
Entering Unmasked Estep 
Score: -17999790.000000 Penalty: 3530.086182
	Iteration 422Q: 3 clusters Score -1.799979e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58169 members 
Mstep: Class 2 contains 83585 members 
Entering Unmasked Estep 
Score: -17999798.000000 Penalty: 3530.086182
	Iteration 423Q: 3 clusters Score -1.79998e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58173 members 
Mstep: Class 2 contains 83581 members 
Entering Unmasked Estep 
Score: -17999796.000000 Penalty: 3530.086182
	Iteration 424Q: 3 clusters Score -1.79998e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58168 members 
Mstep: Class 2 contains 83586 members 
Entering Unmasked Estep 
Score: -17999804.000000 Penalty: 3530.086182
	Iteration 425Q: 3 clusters Score -1.79998e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58166 members 
Mstep: Class 2 contains 83588 members 
Entering Unmasked Estep 
Score: -17999792.000000 Penalty: 3530.086182
	Iteration 426Q: 3 clusters Score -1.799979e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58164 members 
Mstep: Class 2 contains 83590 members 
Entering Unmasked Estep 
Score: -17999790.000000 Penalty: 3530.086182
	Iteration 427Q: 3 clusters Score -1.799979e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58155 members 
Mstep: Class 2 contains 83599 members 
Entering Unmasked Estep 
Score: -17999796.000000 Penalty: 3530.086182
	Iteration 428Q: 3 clusters Score -1.79998e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58152 members 
Mstep: Class 2 contains 83602 members 
Entering Unmasked Estep 
Score: -17999814.000000 Penalty: 3530.086182
	Iteration 429Q: 3 clusters Score -1.799981e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58146 members 
Mstep: Class 2 contains 83608 members 
Entering Unmasked Estep 
Score: -17999822.000000 Penalty: 3530.086182
	Iteration 430Q: 3 clusters Score -1.799982e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58143 members 
Mstep: Class 2 contains 83611 members 
Entering Unmasked Estep 
Score: -17999832.000000 Penalty: 3530.086182
	Iteration 431Q: 3 clusters Score -1.799983e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58135 members 
Mstep: Class 2 contains 83619 members 
Entering Unmasked Estep 
Score: -17999828.000000 Penalty: 3530.086182
	Iteration 432Q: 3 clusters Score -1.799983e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58131 members 
Mstep: Class 2 contains 83623 members 
Entering Unmasked Estep 
Score: -17999816.000000 Penalty: 3530.086182
	Iteration 433Q: 3 clusters Score -1.799982e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58129 members 
Mstep: Class 2 contains 83625 members 
Entering Unmasked Estep 
Score: -17999832.000000 Penalty: 3530.086182
	Iteration 434Q: 3 clusters Score -1.799983e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58123 members 
Mstep: Class 2 contains 83631 members 
Entering Unmasked Estep 
Score: -17999820.000000 Penalty: 3530.086182
	Iteration 435Q: 3 clusters Score -1.799982e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58117 members 
Mstep: Class 2 contains 83637 members 
Entering Unmasked Estep 
Score: -17999818.000000 Penalty: 3530.086182
	Iteration 436Q: 3 clusters Score -1.799982e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58108 members 
Mstep: Class 2 contains 83646 members 
Entering Unmasked Estep 
Score: -17999826.000000 Penalty: 3530.086182
	Iteration 437Q: 3 clusters Score -1.799983e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58097 members 
Mstep: Class 2 contains 83657 members 
Entering Unmasked Estep 
Score: -17999820.000000 Penalty: 3530.086182
	Iteration 438Q: 3 clusters Score -1.799982e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58093 members 
Mstep: Class 2 contains 83661 members 
Entering Unmasked Estep 
Score: -17999798.000000 Penalty: 3530.086182
	Iteration 439Q: 3 clusters Score -1.79998e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58093 members 
Mstep: Class 2 contains 83661 members 
Entering Unmasked Estep 
Score: -17999818.000000 Penalty: 3530.086182
	Iteration 440F: 3 clusters Score -1.799982e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58095 members 
Mstep: Class 2 contains 83659 members 
Entering Unmasked Estep 
Score: -17999826.000000 Penalty: 3530.086182
	Iteration 441Q: 3 clusters Score -1.799983e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58092 members 
Mstep: Class 2 contains 83662 members 
Entering Unmasked Estep 
Score: -17999828.000000 Penalty: 3530.086182
	Iteration 442Q: 3 clusters Score -1.799983e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58091 members 
Mstep: Class 2 contains 83663 members 
Entering Unmasked Estep 
Score: -17999836.000000 Penalty: 3530.086182
	Iteration 443Q: 3 clusters Score -1.799984e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58089 members 
Mstep: Class 2 contains 83665 members 
Entering Unmasked Estep 
Score: -17999826.000000 Penalty: 3530.086182
	Iteration 444Q: 3 clusters Score -1.799983e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58086 members 
Mstep: Class 2 contains 83668 members 
Entering Unmasked Estep 
Score: -17999822.000000 Penalty: 3530.086182
	Iteration 445Q: 3 clusters Score -1.799982e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58086 members 
Mstep: Class 2 contains 83668 members 
Entering Unmasked Estep 
Score: -17999820.000000 Penalty: 3530.086182
	Iteration 446Q: 3 clusters Score -1.799982e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58083 members 
Mstep: Class 2 contains 83671 members 
Entering Unmasked Estep 
Score: -17999810.000000 Penalty: 3530.086182
	Iteration 447Q: 3 clusters Score -1.799981e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58079 members 
Mstep: Class 2 contains 83675 members 
Entering Unmasked Estep 
Score: -17999822.000000 Penalty: 3530.086182
	Iteration 448Q: 3 clusters Score -1.799982e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58078 members 
Mstep: Class 2 contains 83676 members 
Entering Unmasked Estep 
Score: -17999814.000000 Penalty: 3530.086182
	Iteration 449Q: 3 clusters Score -1.799981e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58076 members 
Mstep: Class 2 contains 83678 members 
Entering Unmasked Estep 
Score: -17999818.000000 Penalty: 3530.086182
	Iteration 450Q: 3 clusters Score -1.799982e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58075 members 
Mstep: Class 2 contains 83679 members 
Entering Unmasked Estep 
Score: -17999812.000000 Penalty: 3530.086182
	Iteration 451Q: 3 clusters Score -1.799981e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58074 members 
Mstep: Class 2 contains 83680 members 
Entering Unmasked Estep 
Score: -17999800.000000 Penalty: 3530.086182
	Iteration 452Q: 3 clusters Score -1.79998e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58075 members 
Mstep: Class 2 contains 83679 members 
Entering Unmasked Estep 
Score: -17999798.000000 Penalty: 3530.086182
	Iteration 453Q: 3 clusters Score -1.79998e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58080 members 
Mstep: Class 2 contains 83674 members 
Entering Unmasked Estep 
Score: -17999800.000000 Penalty: 3530.086182
	Iteration 454Q: 3 clusters Score -1.79998e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58084 members 
Mstep: Class 2 contains 83670 members 
Entering Unmasked Estep 
Score: -17999786.000000 Penalty: 3530.086182
	Iteration 455Q: 3 clusters Score -1.799979e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58084 members 
Mstep: Class 2 contains 83670 members 
Entering Unmasked Estep 
Score: -17999786.000000 Penalty: 3530.086182
	Iteration 456Q: 3 clusters Score -1.799979e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58084 members 
Mstep: Class 2 contains 83670 members 
Entering Unmasked Estep 
Score: -17999790.000000 Penalty: 3530.086182
	Iteration 457Q: 3 clusters Score -1.799979e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58085 members 
Mstep: Class 2 contains 83669 members 
Entering Unmasked Estep 
Score: -17999798.000000 Penalty: 3530.086182
	Iteration 458Q: 3 clusters Score -1.79998e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58085 members 
Mstep: Class 2 contains 83669 members 
Entering Unmasked Estep 
Score: -17999812.000000 Penalty: 3530.086182
	Iteration 459Q: 3 clusters Score -1.799981e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58080 members 
Mstep: Class 2 contains 83674 members 
Entering Unmasked Estep 
Score: -17999814.000000 Penalty: 3530.086182
	Iteration 460F: 3 clusters Score -1.799981e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58080 members 
Mstep: Class 2 contains 83674 members 
Entering Unmasked Estep 
Score: -17999808.000000 Penalty: 3530.086182
	Iteration 461Q: 3 clusters Score -1.799981e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58079 members 
Mstep: Class 2 contains 83675 members 
Entering Unmasked Estep 
Score: -17999812.000000 Penalty: 3530.086182
	Iteration 462Q: 3 clusters Score -1.799981e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58079 members 
Mstep: Class 2 contains 83675 members 
Entering Unmasked Estep 
Score: -17999810.000000 Penalty: 3530.086182
	Iteration 463Q: 3 clusters Score -1.799981e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58079 members 
Mstep: Class 2 contains 83675 members 
Entering Unmasked Estep 
Score: -17999818.000000 Penalty: 3530.086182
	Iteration 464Q: 3 clusters Score -1.799982e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58078 members 
Mstep: Class 2 contains 83676 members 
Entering Unmasked Estep 
Score: -17999806.000000 Penalty: 3530.086182
	Iteration 465Q: 3 clusters Score -1.799981e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58078 members 
Mstep: Class 2 contains 83676 members 
Entering Unmasked Estep 
Score: -17999814.000000 Penalty: 3530.086182
	Iteration 466Q: 3 clusters Score -1.799981e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58076 members 
Mstep: Class 2 contains 83678 members 
Entering Unmasked Estep 
Score: -17999810.000000 Penalty: 3530.086182
	Iteration 467Q: 3 clusters Score -1.799981e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58073 members 
Mstep: Class 2 contains 83681 members 
Entering Unmasked Estep 
Score: -17999810.000000 Penalty: 3530.086182
	Iteration 468Q: 3 clusters Score -1.799981e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58071 members 
Mstep: Class 2 contains 83683 members 
Entering Unmasked Estep 
Score: -17999812.000000 Penalty: 3530.086182
	Iteration 469Q: 3 clusters Score -1.799981e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58068 members 
Mstep: Class 2 contains 83686 members 
Entering Unmasked Estep 
Score: -17999804.000000 Penalty: 3530.086182
	Iteration 470Q: 3 clusters Score -1.79998e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58068 members 
Mstep: Class 2 contains 83686 members 
Entering Unmasked Estep 
Score: -17999790.000000 Penalty: 3530.086182
	Iteration 471Q: 3 clusters Score -1.799979e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58068 members 
Mstep: Class 2 contains 83686 members 
Entering Unmasked Estep 
Score: -17999802.000000 Penalty: 3530.086182
	Iteration 472Q: 3 clusters Score -1.79998e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58068 members 
Mstep: Class 2 contains 83686 members 
Entering Unmasked Estep 
Score: -17999810.000000 Penalty: 3530.086182
	Iteration 473Q: 3 clusters Score -1.799981e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58068 members 
Mstep: Class 2 contains 83686 members 
Entering Unmasked Estep 
Score: -17999798.000000 Penalty: 3530.086182
	Iteration 474Q: 3 clusters Score -1.79998e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58067 members 
Mstep: Class 2 contains 83687 members 
Entering Unmasked Estep 
Score: -17999798.000000 Penalty: 3530.086182
	Iteration 475Q: 3 clusters Score -1.79998e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58067 members 
Mstep: Class 2 contains 83687 members 
Entering Unmasked Estep 
Score: -17999798.000000 Penalty: 3530.086182
	Iteration 476F: 3 clusters Score -1.79998e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 755 members 
Mstep: Class 1 contains 38237 members 
Mstep: Class 2 contains 6420 members 
Mstep: Class 3 contains 32144 members 
Mstep: Class 4 contains 34535 members 
Mstep: Class 5 contains 58067 members 
Mstep: Class 6 contains 24346 members 
Mstep: Class 7 contains 73723 members 
Mstep: Class 8 contains 9961 members 
Mstep: Class 9 contains 51027 members 
Mstep: Class 10 contains 2324 members 
Mstep: Class 11 contains 15795 members 
Mstep: Class 12 contains 83687 members 
Mstep: Class 14 contains 13658 members 
Mstep: Class 15 contains 39920 members 
Mstep: Class 16 contains 40475 members 
Mstep: Class 17 contains 22034 members 
Mstep: Class 18 contains 38755 members 
Mstep: Class 19 contains 63923 members 
Mstep: Class 20 contains 6578 members 
Mstep: Class 21 contains 2175 members 
Mstep: Class 22 contains 8372 members 
Entering Unmasked Estep 
Score: -80785376.000000 Penalty: 41904.855469
Splitting cluster 5 changes total score from -80747032.000000 to -80785376.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 6 (24346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24346 members 
Entering Unmasked Estep 
Score: -3039218.000000 Penalty: 1502.898193
	Iteration 0F: 2 clusters Score -3039218 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 12189 members 
Entering Unmasked Estep 
Score: -3023381.250000 Penalty: 3005.796387
	Iteration 0F: 3 clusters Score -3023381 nChanged 10906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -3029332.250000 Penalty: 3005.796387
	Iteration 1F: 3 clusters Score -3029332 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -3029793.000000 Penalty: 3005.796387
	Iteration 2F: 3 clusters Score -3029793 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -3030154.000000 Penalty: 3005.796387
	Iteration 3Q: 3 clusters Score -3030154 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -3030462.750000 Penalty: 3005.796387
	Iteration 4Q: 3 clusters Score -3030463 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -3030767.250000 Penalty: 3005.796387
	Iteration 5Q: 3 clusters Score -3030767 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -3031047.500000 Penalty: 3005.796387
	Iteration 6Q: 3 clusters Score -3031048 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -3031293.250000 Penalty: 3005.796387
	Iteration 7Q: 3 clusters Score -3031293 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -3031547.500000 Penalty: 3005.796387
	Iteration 8Q: 3 clusters Score -3031548 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -3031843.750000 Penalty: 3005.796387
	Iteration 9Q: 3 clusters Score -3031844 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -3032195.500000 Penalty: 3005.796387
	Iteration 10Q: 3 clusters Score -3032196 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -3032601.000000 Penalty: 3005.796387
	Iteration 11Q: 3 clusters Score -3032601 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -3033144.750000 Penalty: 3005.796387
	Iteration 12Q: 3 clusters Score -3033145 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -3033827.500000 Penalty: 3005.796387
	Iteration 13Q: 3 clusters Score -3033828 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -3034666.500000 Penalty: 3005.796387
	Iteration 14Q: 3 clusters Score -3034666 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -3035531.750000 Penalty: 3005.796387
	Iteration 15Q: 3 clusters Score -3035532 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -3036048.000000 Penalty: 3005.796387
	Iteration 16Q: 3 clusters Score -3036048 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -3036278.750000 Penalty: 3005.796387
	Iteration 17Q: 3 clusters Score -3036279 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -3036392.750000 Penalty: 3005.796387
	Iteration 18Q: 3 clusters Score -3036393 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -3036457.750000 Penalty: 3005.796387
	Iteration 19Q: 3 clusters Score -3036458 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -3036510.250000 Penalty: 3005.796387
	Iteration 20F: 3 clusters Score -3036510 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -3036538.500000 Penalty: 3005.796387
	Iteration 21Q: 3 clusters Score -3036538 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -3036561.250000 Penalty: 3005.796387
	Iteration 22Q: 3 clusters Score -3036561 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -3036577.000000 Penalty: 3005.796387
	Iteration 23Q: 3 clusters Score -3036577 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -3036594.250000 Penalty: 3005.796387
	Iteration 24Q: 3 clusters Score -3036594 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -3036609.750000 Penalty: 3005.796387
	Iteration 25Q: 3 clusters Score -3036610 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -3036632.750000 Penalty: 3005.796387
	Iteration 26Q: 3 clusters Score -3036633 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -3036665.500000 Penalty: 3005.796387
	Iteration 27Q: 3 clusters Score -3036666 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -3036672.750000 Penalty: 3005.796387
	Iteration 28Q: 3 clusters Score -3036673 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -3036683.250000 Penalty: 3005.796387
	Iteration 29Q: 3 clusters Score -3036683 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -3036705.000000 Penalty: 3005.796387
	Iteration 30Q: 3 clusters Score -3036705 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -3036722.000000 Penalty: 3005.796387
	Iteration 31Q: 3 clusters Score -3036722 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -3036743.000000 Penalty: 3005.796387
	Iteration 32Q: 3 clusters Score -3036743 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -3036760.250000 Penalty: 3005.796387
	Iteration 33Q: 3 clusters Score -3036760 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -3036777.250000 Penalty: 3005.796387
	Iteration 34Q: 3 clusters Score -3036777 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -3036797.750000 Penalty: 3005.796387
	Iteration 35Q: 3 clusters Score -3036798 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -3036817.500000 Penalty: 3005.796387
	Iteration 36Q: 3 clusters Score -3036818 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -3036834.000000 Penalty: 3005.796387
	Iteration 37Q: 3 clusters Score -3036834 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 19575 members 
Entering Unmasked Estep 
Score: -3036856.250000 Penalty: 3005.796387
	Iteration 38Q: 3 clusters Score -3036856 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -3036881.500000 Penalty: 3005.796387
	Iteration 39Q: 3 clusters Score -3036882 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -3036902.250000 Penalty: 3005.796387
	Iteration 40F: 3 clusters Score -3036902 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -3036920.750000 Penalty: 3005.796387
	Iteration 41Q: 3 clusters Score -3036921 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -3036937.750000 Penalty: 3005.796387
	Iteration 42Q: 3 clusters Score -3036938 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -3036959.250000 Penalty: 3005.796387
	Iteration 43Q: 3 clusters Score -3036959 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -3036966.250000 Penalty: 3005.796387
	Iteration 44Q: 3 clusters Score -3036966 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -3037001.750000 Penalty: 3005.796387
	Iteration 45Q: 3 clusters Score -3037002 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 20383 members 
Entering Unmasked Estep 
Score: -3037028.250000 Penalty: 3005.796387
	Iteration 46Q: 3 clusters Score -3037028 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -3037047.500000 Penalty: 3005.796387
	Iteration 47Q: 3 clusters Score -3037048 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
Score: -3037071.750000 Penalty: 3005.796387
	Iteration 48Q: 3 clusters Score -3037072 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
Score: -3037109.750000 Penalty: 3005.796387
	Iteration 49Q: 3 clusters Score -3037110 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -3037127.250000 Penalty: 3005.796387
	Iteration 50Q: 3 clusters Score -3037127 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -3037160.250000 Penalty: 3005.796387
	Iteration 51Q: 3 clusters Score -3037160 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -3037178.500000 Penalty: 3005.796387
	Iteration 52Q: 3 clusters Score -3037178 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -3037214.250000 Penalty: 3005.796387
	Iteration 53Q: 3 clusters Score -3037214 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -3037262 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -3037304.750000 Penalty: 3005.796387
	Iteration 55Q: 3 clusters Score -3037305 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -3037355.250000 Penalty: 3005.796387
	Iteration 56Q: 3 clusters Score -3037355 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -3037374.000000 Penalty: 3005.796387
	Iteration 57Q: 3 clusters Score -3037374 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 21756 members 
Entering Unmasked Estep 
Score: -3037413.250000 Penalty: 3005.796387
	Iteration 58Q: 3 clusters Score -3037413 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -3037444.750000 Penalty: 3005.796387
	Iteration 59Q: 3 clusters Score -3037445 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 21975 members 
Entering Unmasked Estep 
Score: -3037493.000000 Penalty: 3005.796387
	Iteration 60F: 3 clusters Score -3037493 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -3037528.500000 Penalty: 3005.796387
	Iteration 61Q: 3 clusters Score -3037528 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -3037553.000000 Penalty: 3005.796387
	Iteration 62Q: 3 clusters Score -3037553 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 22248 members 
Entering Unmasked Estep 
Score: -3037597.250000 Penalty: 3005.796387
	Iteration 63Q: 3 clusters Score -3037597 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 22328 members 
Entering Unmasked Estep 
Score: -3037624.500000 Penalty: 3005.796387
	Iteration 64Q: 3 clusters Score -3037624 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 22390 members 
Entering Unmasked Estep 
Score: -3037644.250000 Penalty: 3005.796387
	Iteration 65Q: 3 clusters Score -3037644 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 22455 members 
Entering Unmasked Estep 
Score: -3037667.250000 Penalty: 3005.796387
	Iteration 66Q: 3 clusters Score -3037667 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 22521 members 
Entering Unmasked Estep 
Score: -3037687.000000 Penalty: 3005.796387
	Iteration 67Q: 3 clusters Score -3037687 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 22592 members 
Entering Unmasked Estep 
Score: -3037719.750000 Penalty: 3005.796387
	Iteration 68Q: 3 clusters Score -3037720 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 22657 members 
Entering Unmasked Estep 
Score: -3037739.750000 Penalty: 3005.796387
	Iteration 69Q: 3 clusters Score -3037740 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 22717 members 
Entering Unmasked Estep 
Score: -3037754.000000 Penalty: 3005.796387
	Iteration 70Q: 3 clusters Score -3037754 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 22773 members 
Entering Unmasked Estep 
Score: -3037778.250000 Penalty: 3005.796387
	Iteration 71Q: 3 clusters Score -3037778 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 22813 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3037796 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -3037815.250000 Penalty: 3005.796387
	Iteration 73Q: 3 clusters Score -3037815 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -3037828.500000 Penalty: 3005.796387
	Iteration 74Q: 3 clusters Score -3037828 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 22938 members 
Entering Unmasked Estep 
Score: -3037848.250000 Penalty: 3005.796387
	Iteration 75Q: 3 clusters Score -3037848 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
Score: -3037881.000000 Penalty: 3005.796387
	Iteration 76Q: 3 clusters Score -3037881 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -3037903.000000 Penalty: 3005.796387
	Iteration 77Q: 3 clusters Score -3037903 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 23083 members 
Entering Unmasked Estep 
Score: -3037906.000000 Penalty: 3005.796387
	Iteration 78Q: 3 clusters Score -3037906 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 23108 members 
Entering Unmasked Estep 
Score: -3037916.250000 Penalty: 3005.796387
	Iteration 79Q: 3 clusters Score -3037916 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
Score: -3037929.250000 Penalty: 3005.796387
	Iteration 80F: 3 clusters Score -3037929 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -3037940.500000 Penalty: 3005.796387
	Iteration 81Q: 3 clusters Score -3037940 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 23168 members 
Entering Unmasked Estep 
Score: -3037953.250000 Penalty: 3005.796387
	Iteration 82Q: 3 clusters Score -3037953 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 23184 members 
Entering Unmasked Estep 
Score: -3037956.250000 Penalty: 3005.796387
	Iteration 83Q: 3 clusters Score -3037956 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 23201 members 
Entering Unmasked Estep 
Score: -3037963.250000 Penalty: 3005.796387
	Iteration 84Q: 3 clusters Score -3037963 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 23218 members 
Entering Unmasked Estep 
Score: -3037969.000000 Penalty: 3005.796387
	Iteration 85Q: 3 clusters Score -3037969 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 23238 members 
Entering Unmasked Estep 
Score: -3037975.500000 Penalty: 3005.796387
	Iteration 86Q: 3 clusters Score -3037976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 23252 members 
Entering Unmasked Estep 
Score: -3037984.500000 Penalty: 3005.796387
	Iteration 87Q: 3 clusters Score -3037984 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 23272 members 
Entering Unmasked Estep 
Score: -3037994.250000 Penalty: 3005.796387
	Iteration 88Q: 3 clusters Score -3037994 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 23288 members 
Entering Unmasked Estep 
Score: -3037996.500000 Penalty: 3005.796387
	Iteration 89Q: 3 clusters Score -3037996 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 23296 members 
Entering Unmasked Estep 
Score: -3038003.750000 Penalty: 3005.796387
	Iteration 90Q: 3 clusters Score -3038004 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 23310 members 
Entering Unmasked Estep 
Score: -3038014.750000 Penalty: 3005.796387
	Iteration 91Q: 3 clusters Score -3038015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 23314 members 
Entering Unmasked Estep 
Score: -3038020.500000 Penalty: 3005.796387
	Iteration 92Q: 3 clusters Score -3038020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 23322 members 
Entering Unmasked Estep 
Score: -3038023.500000 Penalty: 3005.796387
	Iteration 93Q: 3 clusters Score -3038024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
Score: -3038021.250000 Penalty: 3005.796387
	Iteration 94Q: 3 clusters Score -3038021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -3038015.750000 Penalty: 3005.796387
	Iteration 95Q: 3 clusters Score -3038016 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 23340 members 
Entering Unmasked Estep 
Score: -3038019.250000 Penalty: 3005.796387
	Iteration 96Q: 3 clusters Score -3038019 nChanged 6
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Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 23346 members 
Entering Unmasked Estep 
Score: -3038026.250000 Penalty: 3005.796387
	Iteration 97Q: 3 clusters Score -3038026 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 23350 members 
Entering Unmasked Estep 
Score: -3038030.250000 Penalty: 3005.796387
	Iteration 98Q: 3 clusters Score -3038030 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 23352 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3038031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 23354 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -3038031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 23355 members 
Entering Unmasked Estep 
Score: -3038028.000000 Penalty: 3005.796387
	Iteration 101Q: 3 clusters Score -3038028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3038031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 23359 members 
Entering Unmasked Estep 
Score: -3038036.000000 Penalty: 3005.796387
	Iteration 103Q: 3 clusters Score -3038036 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 23363 members 
Entering Unmasked Estep 
Score: -3038037.000000 Penalty: 3005.796387
	Iteration 104Q: 3 clusters Score -3038037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 23367 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -3038037 nChanged 5
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Mstep: Class 1 contains 974 members 
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Entering Unmasked Estep 
Score: -3038038.750000 Penalty: 3005.796387
	Iteration 106Q: 3 clusters Score -3038039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 23378 members 
Entering Unmasked Estep 
Score: -3038041.500000 Penalty: 3005.796387
	Iteration 107Q: 3 clusters Score -3038042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -3038045.500000 Penalty: 3005.796387
	Iteration 108Q: 3 clusters Score -3038046 nChanged 3
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Entering Unmasked Estep 
Score: -3038044.500000 Penalty: 3005.796387
	Iteration 109Q: 3 clusters Score -3038044 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 23386 members 
Entering Unmasked Estep 
Score: -3038050.750000 Penalty: 3005.796387
	Iteration 110Q: 3 clusters Score -3038051 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 23390 members 
Entering Unmasked Estep 
Score: -3038049.750000 Penalty: 3005.796387
	Iteration 111Q: 3 clusters Score -3038050 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 23394 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3038050 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
Score: -3038052.000000 Penalty: 3005.796387
	Iteration 113Q: 3 clusters Score -3038052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 23404 members 
Entering Unmasked Estep 
Score: -3038052.250000 Penalty: 3005.796387
	Iteration 114Q: 3 clusters Score -3038052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 23412 members 
Entering Unmasked Estep 
Score: -3038060.500000 Penalty: 3005.796387
	Iteration 115Q: 3 clusters Score -3038060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 23423 members 
Entering Unmasked Estep 
Score: -3038065.250000 Penalty: 3005.796387
	Iteration 116Q: 3 clusters Score -3038065 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 23435 members 
Entering Unmasked Estep 
Score: -3038072.250000 Penalty: 3005.796387
	Iteration 117Q: 3 clusters Score -3038072 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 23446 members 
Entering Unmasked Estep 
Score: -3038083.750000 Penalty: 3005.796387
	Iteration 118Q: 3 clusters Score -3038084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 23455 members 
Entering Unmasked Estep 
Score: -3038090.000000 Penalty: 3005.796387
	Iteration 119Q: 3 clusters Score -3038090 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 23460 members 
Entering Unmasked Estep 
Score: -3038094.250000 Penalty: 3005.796387
	Iteration 120F: 3 clusters Score -3038094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 23465 members 
Entering Unmasked Estep 
Score: -3038099.250000 Penalty: 3005.796387
	Iteration 121Q: 3 clusters Score -3038099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
Score: -3038104.500000 Penalty: 3005.796387
	Iteration 122Q: 3 clusters Score -3038104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 23471 members 
Entering Unmasked Estep 
Score: -3038104.250000 Penalty: 3005.796387
	Iteration 123Q: 3 clusters Score -3038104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 23475 members 
Entering Unmasked Estep 
Score: -3038104.500000 Penalty: 3005.796387
	Iteration 124Q: 3 clusters Score -3038104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 23478 members 
Entering Unmasked Estep 
Score: -3038109.250000 Penalty: 3005.796387
	Iteration 125Q: 3 clusters Score -3038109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 23481 members 
Entering Unmasked Estep 
Score: -3038105.750000 Penalty: 3005.796387
	Iteration 126Q: 3 clusters Score -3038106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 23482 members 
Entering Unmasked Estep 
Score: -3038108.250000 Penalty: 3005.796387
	Iteration 127Q: 3 clusters Score -3038108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 23485 members 
Entering Unmasked Estep 
Score: -3038111.000000 Penalty: 3005.796387
	Iteration 128Q: 3 clusters Score -3038111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 23485 members 
Entering Unmasked Estep 
Score: -3038111.000000 Penalty: 3005.796387
	Iteration 129F: 3 clusters Score -3038111 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (73723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73723 members 
Entering Unmasked Estep 
Score: -9173708.000000 Penalty: 1667.760864
	Iteration 0F: 2 clusters Score -9173708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36882 members 
Mstep: Class 2 contains 36841 members 
Entering Unmasked Estep 
Score: -9129018.000000 Penalty: 3335.521729
	Iteration 0F: 3 clusters Score -9129018 nChanged 34631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36569 members 
Mstep: Class 2 contains 37154 members 
Entering Unmasked Estep 
Score: -9149112.000000 Penalty: 3335.521729
	Iteration 1F: 3 clusters Score -9149112 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36233 members 
Mstep: Class 2 contains 37490 members 
Entering Unmasked Estep 
Score: -9149953.000000 Penalty: 3335.521729
	Iteration 2Q: 3 clusters Score -9149953 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35694 members 
Mstep: Class 2 contains 38029 members 
Entering Unmasked Estep 
Score: -9150906.000000 Penalty: 3335.521729
	Iteration 3Q: 3 clusters Score -9150906 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34951 members 
Mstep: Class 2 contains 38772 members 
Entering Unmasked Estep 
Score: -9152100.000000 Penalty: 3335.521729
	Iteration 4Q: 3 clusters Score -9152100 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33938 members 
Mstep: Class 2 contains 39785 members 
Entering Unmasked Estep 
Score: -9153516.000000 Penalty: 3335.521729
	Iteration 5Q: 3 clusters Score -9153516 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32741 members 
Mstep: Class 2 contains 40982 members 
Entering Unmasked Estep 
Score: -9155167.000000 Penalty: 3335.521729
	Iteration 6F: 3 clusters Score -9155167 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31498 members 
Mstep: Class 2 contains 42225 members 
Entering Unmasked Estep 
Score: -9156928.000000 Penalty: 3335.521729
	Iteration 7F: 3 clusters Score -9156928 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30296 members 
Mstep: Class 2 contains 43427 members 
Entering Unmasked Estep 
Score: -9158695.000000 Penalty: 3335.521729
	Iteration 8F: 3 clusters Score -9158695 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29232 members 
Mstep: Class 2 contains 44491 members 
Entering Unmasked Estep 
Score: -9160137.000000 Penalty: 3335.521729
	Iteration 9Q: 3 clusters Score -9160137 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28246 members 
Mstep: Class 2 contains 45477 members 
Entering Unmasked Estep 
Score: -9161352.000000 Penalty: 3335.521729
	Iteration 10Q: 3 clusters Score -9161352 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27351 members 
Mstep: Class 2 contains 46372 members 
Entering Unmasked Estep 
Score: -9162209.000000 Penalty: 3335.521729
	Iteration 11Q: 3 clusters Score -9162209 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26457 members 
Mstep: Class 2 contains 47266 members 
Entering Unmasked Estep 
Score: -9162925.000000 Penalty: 3335.521729
	Iteration 12Q: 3 clusters Score -9162925 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25499 members 
Mstep: Class 2 contains 48224 members 
Entering Unmasked Estep 
Score: -9163713.000000 Penalty: 3335.521729
	Iteration 13Q: 3 clusters Score -9163713 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24458 members 
Mstep: Class 2 contains 49265 members 
Entering Unmasked Estep 
Score: -9164603.000000 Penalty: 3335.521729
	Iteration 14Q: 3 clusters Score -9164603 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 50269 members 
Entering Unmasked Estep 
Score: -9165842.000000 Penalty: 3335.521729
	Iteration 15Q: 3 clusters Score -9165842 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 51290 members 
Entering Unmasked Estep 
Score: -9167317.000000 Penalty: 3335.521729
	Iteration 16Q: 3 clusters Score -9167317 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 52178 members 
Entering Unmasked Estep 
Score: -9168378.000000 Penalty: 3335.521729
	Iteration 17Q: 3 clusters Score -9168378 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20806 members 
Mstep: Class 2 contains 52917 members 
Entering Unmasked Estep 
Score: -9169171.000000 Penalty: 3335.521729
	Iteration 18Q: 3 clusters Score -9169171 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20174 members 
Mstep: Class 2 contains 53549 members 
Entering Unmasked Estep 
Score: -9169614.000000 Penalty: 3335.521729
	Iteration 19Q: 3 clusters Score -9169614 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 54088 members 
Entering Unmasked Estep 
Score: -9169913.000000 Penalty: 3335.521729
	Iteration 20F: 3 clusters Score -9169913 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 54614 members 
Entering Unmasked Estep 
Score: -9170096.000000 Penalty: 3335.521729
	Iteration 21Q: 3 clusters Score -9170096 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 55145 members 
Entering Unmasked Estep 
Score: -9170283.000000 Penalty: 3335.521729
	Iteration 22Q: 3 clusters Score -9170283 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 55581 members 
Entering Unmasked Estep 
Score: -9170422.000000 Penalty: 3335.521729
	Iteration 23Q: 3 clusters Score -9170422 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 55984 members 
Entering Unmasked Estep 
Score: -9170522.000000 Penalty: 3335.521729
	Iteration 24Q: 3 clusters Score -9170522 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 56365 members 
Entering Unmasked Estep 
Score: -9170637.000000 Penalty: 3335.521729
	Iteration 25Q: 3 clusters Score -9170637 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 56706 members 
Entering Unmasked Estep 
Score: -9170729.000000 Penalty: 3335.521729
	Iteration 26Q: 3 clusters Score -9170729 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 57053 members 
Entering Unmasked Estep 
Score: -9170791.000000 Penalty: 3335.521729
	Iteration 27Q: 3 clusters Score -9170791 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 57388 members 
Entering Unmasked Estep 
Score: -9170902.000000 Penalty: 3335.521729
	Iteration 28Q: 3 clusters Score -9170902 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 57759 members 
Entering Unmasked Estep 
Score: -9170964.000000 Penalty: 3335.521729
	Iteration 29Q: 3 clusters Score -9170964 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 58134 members 
Entering Unmasked Estep 
Score: -9171065.000000 Penalty: 3335.521729
	Iteration 30Q: 3 clusters Score -9171065 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 58505 members 
Entering Unmasked Estep 
Score: -9171170.000000 Penalty: 3335.521729
	Iteration 31Q: 3 clusters Score -9171170 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 58868 members 
Entering Unmasked Estep 
Score: -9171222.000000 Penalty: 3335.521729
	Iteration 32Q: 3 clusters Score -9171222 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 59221 members 
Entering Unmasked Estep 
Score: -9171290.000000 Penalty: 3335.521729
	Iteration 33Q: 3 clusters Score -9171290 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 59558 members 
Entering Unmasked Estep 
Score: -9171383.000000 Penalty: 3335.521729
	Iteration 34Q: 3 clusters Score -9171383 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 59898 members 
Entering Unmasked Estep 
Score: -9171462.000000 Penalty: 3335.521729
	Iteration 35Q: 3 clusters Score -9171462 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 60172 members 
Entering Unmasked Estep 
Score: -9171524.000000 Penalty: 3335.521729
	Iteration 36Q: 3 clusters Score -9171524 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 60424 members 
Entering Unmasked Estep 
Score: -9171581.000000 Penalty: 3335.521729
	Iteration 37Q: 3 clusters Score -9171581 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 60667 members 
Entering Unmasked Estep 
Score: -9171602.000000 Penalty: 3335.521729
	Iteration 38Q: 3 clusters Score -9171602 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 60884 members 
Entering Unmasked Estep 
Score: -9171643.000000 Penalty: 3335.521729
	Iteration 39Q: 3 clusters Score -9171643 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 61144 members 
Entering Unmasked Estep 
Score: -9171691.000000 Penalty: 3335.521729
	Iteration 40F: 3 clusters Score -9171691 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 61407 members 
Entering Unmasked Estep 
Score: -9171758.000000 Penalty: 3335.521729
	Iteration 41Q: 3 clusters Score -9171758 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 61681 members 
Entering Unmasked Estep 
Score: -9171809.000000 Penalty: 3335.521729
	Iteration 42Q: 3 clusters Score -9171809 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 61948 members 
Entering Unmasked Estep 
Score: -9171838.000000 Penalty: 3335.521729
	Iteration 43Q: 3 clusters Score -9171838 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 62253 members 
Entering Unmasked Estep 
Score: -9171905.000000 Penalty: 3335.521729
	Iteration 44Q: 3 clusters Score -9171905 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 62581 members 
Entering Unmasked Estep 
Score: -9172005.000000 Penalty: 3335.521729
	Iteration 45Q: 3 clusters Score -9172005 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 62896 members 
Entering Unmasked Estep 
Score: -9172081.000000 Penalty: 3335.521729
	Iteration 46Q: 3 clusters Score -9172081 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 63207 members 
Entering Unmasked Estep 
Score: -9172104.000000 Penalty: 3335.521729
	Iteration 47Q: 3 clusters Score -9172104 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 63520 members 
Entering Unmasked Estep 
Score: -9172189.000000 Penalty: 3335.521729
	Iteration 48Q: 3 clusters Score -9172189 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 63826 members 
Entering Unmasked Estep 
Score: -9172273.000000 Penalty: 3335.521729
	Iteration 49Q: 3 clusters Score -9172273 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 64135 members 
Entering Unmasked Estep 
Score: -9172384.000000 Penalty: 3335.521729
	Iteration 50Q: 3 clusters Score -9172384 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 64441 members 
Entering Unmasked Estep 
Score: -9172492.000000 Penalty: 3335.521729
	Iteration 51Q: 3 clusters Score -9172492 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 64746 members 
Entering Unmasked Estep 
Score: -9172585.000000 Penalty: 3335.521729
	Iteration 52Q: 3 clusters Score -9172585 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 65058 members 
Entering Unmasked Estep 
Score: -9172663.000000 Penalty: 3335.521729
	Iteration 53Q: 3 clusters Score -9172663 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 65344 members 
Entering Unmasked Estep 
Score: -9172781.000000 Penalty: 3335.521729
	Iteration 54Q: 3 clusters Score -9172781 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 65647 members 
Entering Unmasked Estep 
Score: -9172905.000000 Penalty: 3335.521729
	Iteration 55Q: 3 clusters Score -9172905 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 65902 members 
Entering Unmasked Estep 
Score: -9173004.000000 Penalty: 3335.521729
	Iteration 56Q: 3 clusters Score -9173004 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 66137 members 
Entering Unmasked Estep 
Score: -9173082.000000 Penalty: 3335.521729
	Iteration 57Q: 3 clusters Score -9173082 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 66368 members 
Entering Unmasked Estep 
Score: -9173171.000000 Penalty: 3335.521729
	Iteration 58Q: 3 clusters Score -9173171 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 66580 members 
Entering Unmasked Estep 
Score: -9173257.000000 Penalty: 3335.521729
	Iteration 59Q: 3 clusters Score -9173257 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 66784 members 
Entering Unmasked Estep 
Score: -9173333.000000 Penalty: 3335.521729
	Iteration 60F: 3 clusters Score -9173333 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 66970 members 
Entering Unmasked Estep 
Score: -9173390.000000 Penalty: 3335.521729
	Iteration 61Q: 3 clusters Score -9173390 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 67135 members 
Entering Unmasked Estep 
Score: -9173445.000000 Penalty: 3335.521729
	Iteration 62Q: 3 clusters Score -9173445 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 67271 members 
Entering Unmasked Estep 
Score: -9173510.000000 Penalty: 3335.521729
	Iteration 63Q: 3 clusters Score -9173510 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 67384 members 
Entering Unmasked Estep 
Score: -9173550.000000 Penalty: 3335.521729
	Iteration 64Q: 3 clusters Score -9173550 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 67476 members 
Entering Unmasked Estep 
Score: -9173573.000000 Penalty: 3335.521729
	Iteration 65Q: 3 clusters Score -9173573 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 67564 members 
Entering Unmasked Estep 
Score: -9173583.000000 Penalty: 3335.521729
	Iteration 66Q: 3 clusters Score -9173583 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 67653 members 
Entering Unmasked Estep 
Score: -9173595.000000 Penalty: 3335.521729
	Iteration 67Q: 3 clusters Score -9173595 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 67729 members 
Entering Unmasked Estep 
Score: -9173626.000000 Penalty: 3335.521729
	Iteration 68Q: 3 clusters Score -9173626 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 67798 members 
Entering Unmasked Estep 
Score: -9173626.000000 Penalty: 3335.521729
	Iteration 69Q: 3 clusters Score -9173626 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 67881 members 
Entering Unmasked Estep 
Score: -9173653.000000 Penalty: 3335.521729
	Iteration 70Q: 3 clusters Score -9173653 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 67943 members 
Entering Unmasked Estep 
Score: -9173671.000000 Penalty: 3335.521729
	Iteration 71Q: 3 clusters Score -9173671 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 67995 members 
Entering Unmasked Estep 
Score: -9173659.000000 Penalty: 3335.521729
	Iteration 72Q: 3 clusters Score -9173659 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 68042 members 
Entering Unmasked Estep 
Score: -9173659.000000 Penalty: 3335.521729
	Iteration 73Q: 3 clusters Score -9173659 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 68092 members 
Entering Unmasked Estep 
Score: -9173678.000000 Penalty: 3335.521729
	Iteration 74Q: 3 clusters Score -9173678 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 68137 members 
Entering Unmasked Estep 
Score: -9173701.000000 Penalty: 3335.521729
	Iteration 75Q: 3 clusters Score -9173701 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 68182 members 
Entering Unmasked Estep 
Score: -9173709.000000 Penalty: 3335.521729
	Iteration 76Q: 3 clusters Score -9173709 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 68220 members 
Entering Unmasked Estep 
Score: -9173719.000000 Penalty: 3335.521729
	Iteration 77Q: 3 clusters Score -9173719 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 68264 members 
Entering Unmasked Estep 
Score: -9173733.000000 Penalty: 3335.521729
	Iteration 78Q: 3 clusters Score -9173733 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 68296 members 
Entering Unmasked Estep 
Score: -9173751.000000 Penalty: 3335.521729
	Iteration 79Q: 3 clusters Score -9173751 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 68331 members 
Entering Unmasked Estep 
Score: -9173763.000000 Penalty: 3335.521729
	Iteration 80F: 3 clusters Score -9173763 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 68360 members 
Entering Unmasked Estep 
Score: -9173768.000000 Penalty: 3335.521729
	Iteration 81Q: 3 clusters Score -9173768 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 68383 members 
Entering Unmasked Estep 
Score: -9173774.000000 Penalty: 3335.521729
	Iteration 82Q: 3 clusters Score -9173774 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 68402 members 
Entering Unmasked Estep 
Score: -9173769.000000 Penalty: 3335.521729
	Iteration 83Q: 3 clusters Score -9173769 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 68417 members 
Entering Unmasked Estep 
Score: -9173772.000000 Penalty: 3335.521729
	Iteration 84Q: 3 clusters Score -9173772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 68429 members 
Entering Unmasked Estep 
Score: -9173775.000000 Penalty: 3335.521729
	Iteration 85Q: 3 clusters Score -9173775 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 68440 members 
Entering Unmasked Estep 
Score: -9173775.000000 Penalty: 3335.521729
	Iteration 86Q: 3 clusters Score -9173775 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 68450 members 
Entering Unmasked Estep 
Score: -9173770.000000 Penalty: 3335.521729
	Iteration 87Q: 3 clusters Score -9173770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 68463 members 
Entering Unmasked Estep 
Score: -9173781.000000 Penalty: 3335.521729
	Iteration 88Q: 3 clusters Score -9173781 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 68476 members 
Entering Unmasked Estep 
Score: -9173794.000000 Penalty: 3335.521729
	Iteration 89Q: 3 clusters Score -9173794 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 68492 members 
Entering Unmasked Estep 
Score: -9173801.000000 Penalty: 3335.521729
	Iteration 90Q: 3 clusters Score -9173801 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 68508 members 
Entering Unmasked Estep 
Score: -9173796.000000 Penalty: 3335.521729
	Iteration 91Q: 3 clusters Score -9173796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 68520 members 
Entering Unmasked Estep 
Score: -9173794.000000 Penalty: 3335.521729
	Iteration 92Q: 3 clusters Score -9173794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 68531 members 
Entering Unmasked Estep 
Score: -9173810.000000 Penalty: 3335.521729
	Iteration 93Q: 3 clusters Score -9173810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 68539 members 
Entering Unmasked Estep 
Score: -9173805.000000 Penalty: 3335.521729
	Iteration 94Q: 3 clusters Score -9173805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 68545 members 
Entering Unmasked Estep 
Score: -9173807.000000 Penalty: 3335.521729
	Iteration 95Q: 3 clusters Score -9173807 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 68556 members 
Entering Unmasked Estep 
Score: -9173809.000000 Penalty: 3335.521729
	Iteration 96Q: 3 clusters Score -9173809 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 68568 members 
Entering Unmasked Estep 
Score: -9173804.000000 Penalty: 3335.521729
	Iteration 97Q: 3 clusters Score -9173804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 68572 members 
Entering Unmasked Estep 
Score: -9173802.000000 Penalty: 3335.521729
	Iteration 98Q: 3 clusters Score -9173802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 68578 members 
Entering Unmasked Estep 
Score: -9173805.000000 Penalty: 3335.521729
	Iteration 99Q: 3 clusters Score -9173805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 68580 members 
Entering Unmasked Estep 
Score: -9173813.000000 Penalty: 3335.521729
	Iteration 100F: 3 clusters Score -9173813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 68581 members 
Entering Unmasked Estep 
Score: -9173804.000000 Penalty: 3335.521729
	Iteration 101Q: 3 clusters Score -9173804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 68582 members 
Entering Unmasked Estep 
Score: -9173804.000000 Penalty: 3335.521729
	Iteration 102Q: 3 clusters Score -9173804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 68583 members 
Entering Unmasked Estep 
Score: -9173803.000000 Penalty: 3335.521729
	Iteration 103Q: 3 clusters Score -9173803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 68583 members 
Entering Unmasked Estep 
Score: -9173803.000000 Penalty: 3335.521729
	Iteration 104F: 3 clusters Score -9173803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 755 members 
Mstep: Class 1 contains 38237 members 
Mstep: Class 2 contains 6420 members 
Mstep: Class 3 contains 32144 members 
Mstep: Class 4 contains 34535 members 
Mstep: Class 5 contains 58067 members 
Mstep: Class 6 contains 24346 members 
Mstep: Class 7 contains 5140 members 
Mstep: Class 8 contains 9961 members 
Mstep: Class 9 contains 51027 members 
Mstep: Class 10 contains 2324 members 
Mstep: Class 11 contains 15795 members 
Mstep: Class 12 contains 83687 members 
Mstep: Class 13 contains 68583 members 
Mstep: Class 14 contains 13658 members 
Mstep: Class 15 contains 39920 members 
Mstep: Class 16 contains 40475 members 
Mstep: Class 17 contains 22034 members 
Mstep: Class 18 contains 38755 members 
Mstep: Class 19 contains 63923 members 
Mstep: Class 20 contains 6578 members 
Mstep: Class 21 contains 2175 members 
Mstep: Class 22 contains 8372 members 
Entering Unmasked Estep 
Score: -80785232.000000 Penalty: 43900.324219
Splitting cluster 7 changes total score from -80747032.000000 to -80785232.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 8 (9961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Entering Unmasked Estep 
Score: -1195076.625000 Penalty: 1369.917114
	Iteration 0F: 2 clusters Score -1195077 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1188273.250000 Penalty: 2739.834229
	Iteration 0F: 3 clusters Score -1188273 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1190614.000000 Penalty: 2739.834229
	Iteration 1F: 3 clusters Score -1190614 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1190869.000000 Penalty: 2739.834229
	Iteration 2F: 3 clusters Score -1190869 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1191031.875000 Penalty: 2739.834229
	Iteration 3Q: 3 clusters Score -1191032 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1191154.625000 Penalty: 2739.834229
	Iteration 4Q: 3 clusters Score -1191155 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1191248.750000 Penalty: 2739.834229
	Iteration 5Q: 3 clusters Score -1191249 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1191362.250000 Penalty: 2739.834229
	Iteration 6Q: 3 clusters Score -1191362 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1191481.500000 Penalty: 2739.834229
	Iteration 7Q: 3 clusters Score -1191482 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1191591.000000 Penalty: 2739.834229
	Iteration 8Q: 3 clusters Score -1191591 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1191699.125000 Penalty: 2739.834229
	Iteration 9Q: 3 clusters Score -1191699 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1191818.375000 Penalty: 2739.834229
	Iteration 10Q: 3 clusters Score -1191818 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1191958.000000 Penalty: 2739.834229
	Iteration 11Q: 3 clusters Score -1191958 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1192103.750000 Penalty: 2739.834229
	Iteration 12Q: 3 clusters Score -1192104 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1192277.625000 Penalty: 2739.834229
	Iteration 13Q: 3 clusters Score -1192278 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1192477.125000 Penalty: 2739.834229
	Iteration 14Q: 3 clusters Score -1192477 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1192706.625000 Penalty: 2739.834229
	Iteration 15Q: 3 clusters Score -1192707 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1192941.125000 Penalty: 2739.834229
	Iteration 16Q: 3 clusters Score -1192941 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1193166.000000 Penalty: 2739.834229
	Iteration 17Q: 3 clusters Score -1193166 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1193405.750000 Penalty: 2739.834229
	Iteration 18Q: 3 clusters Score -1193406 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1193618.750000 Penalty: 2739.834229
	Iteration 19Q: 3 clusters Score -1193619 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1193784.625000 Penalty: 2739.834229
	Iteration 20F: 3 clusters Score -1193785 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1193901.000000 Penalty: 2739.834229
	Iteration 21Q: 3 clusters Score -1193901 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1194021.250000 Penalty: 2739.834229
	Iteration 22Q: 3 clusters Score -1194021 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1194137.000000 Penalty: 2739.834229
	Iteration 23Q: 3 clusters Score -1194137 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1194249.125000 Penalty: 2739.834229
	Iteration 24Q: 3 clusters Score -1194249 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1194375.250000 Penalty: 2739.834229
	Iteration 25Q: 3 clusters Score -1194375 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1194470.750000 Penalty: 2739.834229
	Iteration 26Q: 3 clusters Score -1194471 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1194555.750000 Penalty: 2739.834229
	Iteration 27Q: 3 clusters Score -1194556 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1194626.500000 Penalty: 2739.834229
	Iteration 28Q: 3 clusters Score -1194626 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1194679.500000 Penalty: 2739.834229
	Iteration 29Q: 3 clusters Score -1194680 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1194710.500000 Penalty: 2739.834229
	Iteration 30Q: 3 clusters Score -1194710 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1194736.250000 Penalty: 2739.834229
	Iteration 31Q: 3 clusters Score -1194736 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1194756.375000 Penalty: 2739.834229
	Iteration 32Q: 3 clusters Score -1194756 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1194774.375000 Penalty: 2739.834229
	Iteration 33Q: 3 clusters Score -1194774 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1194778.000000 Penalty: 2739.834229
	Iteration 34Q: 3 clusters Score -1194778 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1194783.000000 Penalty: 2739.834229
	Iteration 35Q: 3 clusters Score -1194783 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1194780.875000 Penalty: 2739.834229
	Iteration 36Q: 3 clusters Score -1194781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1194782.750000 Penalty: 2739.834229
	Iteration 37Q: 3 clusters Score -1194783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1194786.625000 Penalty: 2739.834229
	Iteration 38Q: 3 clusters Score -1194787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1194786.125000 Penalty: 2739.834229
	Iteration 39Q: 3 clusters Score -1194786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1194787.125000 Penalty: 2739.834229
	Iteration 40F: 3 clusters Score -1194787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1194788.750000 Penalty: 2739.834229
	Iteration 41Q: 3 clusters Score -1194789 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1194788.750000 Penalty: 2739.834229
	Iteration 42F: 3 clusters Score -1194789 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Entering Unmasked Estep 
Score: -181865.921875 Penalty: 1153.355591
	Iteration 0F: 2 clusters Score -181865.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -180244.453125 Penalty: 2306.711182
	Iteration 0F: 3 clusters Score -180244.5 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -183160.890625 Penalty: 2306.711182
	Iteration 1F: 3 clusters Score -183160.9 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -185843.656250 Penalty: 2306.711182
	Iteration 2F: 3 clusters Score -185843.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -189734.671875 Penalty: 2306.711182
	Iteration 3F: 3 clusters Score -189734.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -191945.750000 Penalty: 2306.711182
	Iteration 4Q: 3 clusters Score -191945.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -192325.187500 Penalty: 2306.711182
	Iteration 5Q: 3 clusters Score -192325.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -192500.843750 Penalty: 2306.711182
	Iteration 6Q: 3 clusters Score -192500.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -192563.781250 Penalty: 2306.711182
	Iteration 7Q: 3 clusters Score -192563.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -192575.968750 Penalty: 2306.711182
	Iteration 8Q: 3 clusters Score -192576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -192613.984375 Penalty: 2306.711182
	Iteration 9F: 3 clusters Score -192614 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -192727.140625 Penalty: 2306.711182
	Iteration 10Q: 3 clusters Score -192727.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -192857.171875 Penalty: 2306.711182
	Iteration 11Q: 3 clusters Score -192857.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -192939.937500 Penalty: 2306.711182
	Iteration 12Q: 3 clusters Score -192939.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -192988.218750 Penalty: 2306.711182
	Iteration 13Q: 3 clusters Score -192988.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -193006.750000 Penalty: 2306.711182
	Iteration 14Q: 3 clusters Score -193006.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -193014.015625 Penalty: 2306.711182
	Iteration 15Q: 3 clusters Score -193014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -193014.015625 Penalty: 2306.711182
	Iteration 16F: 3 clusters Score -193014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 755 members 
Mstep: Class 1 contains 38237 members 
Mstep: Class 2 contains 6420 members 
Mstep: Class 3 contains 32144 members 
Mstep: Class 4 contains 34535 members 
Mstep: Class 5 contains 58067 members 
Mstep: Class 6 contains 24346 members 
Mstep: Class 7 contains 5140 members 
Mstep: Class 8 contains 9961 members 
Mstep: Class 9 contains 51027 members 
Mstep: Class 10 contains 1821 members 
Mstep: Class 11 contains 15795 members 
Mstep: Class 12 contains 83687 members 
Mstep: Class 13 contains 68583 members 
Mstep: Class 14 contains 13658 members 
Mstep: Class 15 contains 39920 members 
Mstep: Class 16 contains 40475 members 
Mstep: Class 17 contains 22034 members 
Mstep: Class 18 contains 38755 members 
Mstep: Class 19 contains 63923 members 
Mstep: Class 20 contains 6578 members 
Mstep: Class 21 contains 2175 members 
Mstep: Class 22 contains 8372 members 
Mstep: Class 23 contains 503 members 
Entering Unmasked Estep 
Score: -80795848.000000 Penalty: 45895.796875
Splitting cluster 10 changes total score from -80747032.000000 to -80795848.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 11 (15795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Entering Unmasked Estep 
Score: -1895376.125000 Penalty: 1438.516479
	Iteration 0F: 2 clusters Score -1895376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1884986.375000 Penalty: 2877.032959
	Iteration 0F: 3 clusters Score -1884986 nChanged 6841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1888664.500000 Penalty: 2877.032959
	Iteration 1F: 3 clusters Score -1888664 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1889115.750000 Penalty: 2877.032959
	Iteration 2F: 3 clusters Score -1889116 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1889487.250000 Penalty: 2877.032959
	Iteration 3F: 3 clusters Score -1889487 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1889832.375000 Penalty: 2877.032959
	Iteration 4Q: 3 clusters Score -1889832 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1890216.875000 Penalty: 2877.032959
	Iteration 5Q: 3 clusters Score -1890217 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1890661.375000 Penalty: 2877.032959
	Iteration 6Q: 3 clusters Score -1890661 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1891111.500000 Penalty: 2877.032959
	Iteration 7Q: 3 clusters Score -1891112 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1891558.875000 Penalty: 2877.032959
	Iteration 8Q: 3 clusters Score -1891559 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1892044.750000 Penalty: 2877.032959
	Iteration 9Q: 3 clusters Score -1892045 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1892577.625000 Penalty: 2877.032959
	Iteration 10Q: 3 clusters Score -1892578 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1893216.875000 Penalty: 2877.032959
	Iteration 11Q: 3 clusters Score -1893217 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1894177.625000 Penalty: 2877.032959
	Iteration 12F: 3 clusters Score -1894178 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1895305.250000 Penalty: 2877.032959
	Iteration 13Q: 3 clusters Score -1895305 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1896045.250000 Penalty: 2877.032959
	Iteration 14Q: 3 clusters Score -1896045 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1896318.125000 Penalty: 2877.032959
	Iteration 15Q: 3 clusters Score -1896318 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1896426.875000 Penalty: 2877.032959
	Iteration 16Q: 3 clusters Score -1896427 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1896481.500000 Penalty: 2877.032959
	Iteration 17Q: 3 clusters Score -1896482 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1896523.875000 Penalty: 2877.032959
	Iteration 18Q: 3 clusters Score -1896524 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1896561.250000 Penalty: 2877.032959
	Iteration 19Q: 3 clusters Score -1896561 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1896599.625000 Penalty: 2877.032959
	Iteration 20F: 3 clusters Score -1896600 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1896624.625000 Penalty: 2877.032959
	Iteration 21Q: 3 clusters Score -1896625 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1896652.375000 Penalty: 2877.032959
	Iteration 22Q: 3 clusters Score -1896652 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1896690.375000 Penalty: 2877.032959
	Iteration 23Q: 3 clusters Score -1896690 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1896738.750000 Penalty: 2877.032959
	Iteration 24Q: 3 clusters Score -1896739 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1896813.375000 Penalty: 2877.032959
	Iteration 25Q: 3 clusters Score -1896813 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1896911.250000 Penalty: 2877.032959
	Iteration 26Q: 3 clusters Score -1896911 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1897091.375000 Penalty: 2877.032959
	Iteration 27Q: 3 clusters Score -1897091 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1897458.250000 Penalty: 2877.032959
	Iteration 28Q: 3 clusters Score -1897458 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1897861.625000 Penalty: 2877.032959
	Iteration 29Q: 3 clusters Score -1897862 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1898225.000000 Penalty: 2877.032959
	Iteration 30Q: 3 clusters Score -1898225 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1898440.125000 Penalty: 2877.032959
	Iteration 31Q: 3 clusters Score -1898440 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1898553.500000 Penalty: 2877.032959
	Iteration 32Q: 3 clusters Score -1898554 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1898613.000000 Penalty: 2877.032959
	Iteration 33Q: 3 clusters Score -1898613 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1898649.875000 Penalty: 2877.032959
	Iteration 34Q: 3 clusters Score -1898650 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1898660.750000 Penalty: 2877.032959
	Iteration 35Q: 3 clusters Score -1898661 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1898670.875000 Penalty: 2877.032959
	Iteration 36Q: 3 clusters Score -1898671 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1898681.875000 Penalty: 2877.032959
	Iteration 37Q: 3 clusters Score -1898682 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1898681.500000 Penalty: 2877.032959
	Iteration 38Q: 3 clusters Score -1898682 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1898690.250000 Penalty: 2877.032959
	Iteration 39Q: 3 clusters Score -1898690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1898698.000000 Penalty: 2877.032959
	Iteration 40F: 3 clusters Score -1898698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1898698.125000 Penalty: 2877.032959
	Iteration 41Q: 3 clusters Score -1898698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1898696.375000 Penalty: 2877.032959
	Iteration 42Q: 3 clusters Score -1898696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1898692.375000 Penalty: 2877.032959
	Iteration 43Q: 3 clusters Score -1898692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1898692.375000 Penalty: 2877.032959
	Iteration 44F: 3 clusters Score -1898692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 755 members 
Mstep: Class 1 contains 38237 members 
Mstep: Class 2 contains 6420 members 
Mstep: Class 3 contains 32144 members 
Mstep: Class 4 contains 34535 members 
Mstep: Class 5 contains 58067 members 
Mstep: Class 6 contains 24346 members 
Mstep: Class 7 contains 5140 members 
Mstep: Class 8 contains 9961 members 
Mstep: Class 9 contains 51027 members 
Mstep: Class 10 contains 1821 members 
Mstep: Class 11 contains 9596 members 
Mstep: Class 12 contains 83687 members 
Mstep: Class 13 contains 68583 members 
Mstep: Class 14 contains 13658 members 
Mstep: Class 15 contains 39920 members 
Mstep: Class 16 contains 40475 members 
Mstep: Class 17 contains 22034 members 
Mstep: Class 18 contains 38755 members 
Mstep: Class 19 contains 63923 members 
Mstep: Class 20 contains 6578 members 
Mstep: Class 21 contains 2175 members 
Mstep: Class 22 contains 8372 members 
Mstep: Class 23 contains 503 members 
Mstep: Class 24 contains 6199 members 
Entering Unmasked Estep 
Score: -80798512.000000 Penalty: 47891.265625
Splitting cluster 11 changes total score from -80747032.000000 to -80798512.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 14 (13658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Entering Unmasked Estep 
Score: -1590260.375000 Penalty: 1416.885620
	Iteration 0F: 2 clusters Score -1590260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1581210.250000 Penalty: 2833.771240
	Iteration 0F: 3 clusters Score -1581210 nChanged 5822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1584691.875000 Penalty: 2833.771240
	Iteration 1F: 3 clusters Score -1584692 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1585608.375000 Penalty: 2833.771240
	Iteration 2F: 3 clusters Score -1585608 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1586580.750000 Penalty: 2833.771240
	Iteration 3F: 3 clusters Score -1586581 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1587613.000000 Penalty: 2833.771240
	Iteration 4F: 3 clusters Score -1587613 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1588613.875000 Penalty: 2833.771240
	Iteration 5F: 3 clusters Score -1588614 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1589498.125000 Penalty: 2833.771240
	Iteration 6F: 3 clusters Score -1589498 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1590209.750000 Penalty: 2833.771240
	Iteration 7F: 3 clusters Score -1590210 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1590696.875000 Penalty: 2833.771240
	Iteration 8Q: 3 clusters Score -1590697 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1591067.500000 Penalty: 2833.771240
	Iteration 9Q: 3 clusters Score -1591068 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1591305.875000 Penalty: 2833.771240
	Iteration 10Q: 3 clusters Score -1591306 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1591477.125000 Penalty: 2833.771240
	Iteration 11Q: 3 clusters Score -1591477 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1591577.000000 Penalty: 2833.771240
	Iteration 12Q: 3 clusters Score -1591577 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1591634.125000 Penalty: 2833.771240
	Iteration 13Q: 3 clusters Score -1591634 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1591681.500000 Penalty: 2833.771240
	Iteration 14Q: 3 clusters Score -1591682 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1591727.375000 Penalty: 2833.771240
	Iteration 15Q: 3 clusters Score -1591727 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1591760.625000 Penalty: 2833.771240
	Iteration 16Q: 3 clusters Score -1591761 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -1591786.875000 Penalty: 2833.771240
	Iteration 17Q: 3 clusters Score -1591787 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1591813.375000 Penalty: 2833.771240
	Iteration 18Q: 3 clusters Score -1591813 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -1591827.500000 Penalty: 2833.771240
	Iteration 19Q: 3 clusters Score -1591828 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1591843.000000 Penalty: 2833.771240
	Iteration 20F: 3 clusters Score -1591843 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1591854.500000 Penalty: 2833.771240
	Iteration 21Q: 3 clusters Score -1591854 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -1591863.875000 Penalty: 2833.771240
	Iteration 22Q: 3 clusters Score -1591864 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -1591866.875000 Penalty: 2833.771240
	Iteration 23Q: 3 clusters Score -1591867 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1591873.000000 Penalty: 2833.771240
	Iteration 24Q: 3 clusters Score -1591873 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1591878.875000 Penalty: 2833.771240
	Iteration 25Q: 3 clusters Score -1591879 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1591883.375000 Penalty: 2833.771240
	Iteration 26Q: 3 clusters Score -1591883 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1591887.125000 Penalty: 2833.771240
	Iteration 27Q: 3 clusters Score -1591887 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -1591892.625000 Penalty: 2833.771240
	Iteration 28Q: 3 clusters Score -1591893 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1591896.000000 Penalty: 2833.771240
	Iteration 29Q: 3 clusters Score -1591896 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1591897.750000 Penalty: 2833.771240
	Iteration 30Q: 3 clusters Score -1591898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1591894.625000 Penalty: 2833.771240
	Iteration 31Q: 3 clusters Score -1591895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1591896.625000 Penalty: 2833.771240
	Iteration 32Q: 3 clusters Score -1591897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1591896.500000 Penalty: 2833.771240
	Iteration 33Q: 3 clusters Score -1591896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1591897.500000 Penalty: 2833.771240
	Iteration 34Q: 3 clusters Score -1591898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1591895.125000 Penalty: 2833.771240
	Iteration 35Q: 3 clusters Score -1591895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1591895.250000 Penalty: 2833.771240
	Iteration 36Q: 3 clusters Score -1591895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -1591896.375000 Penalty: 2833.771240
	Iteration 37Q: 3 clusters Score -1591896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -1591899.250000 Penalty: 2833.771240
	Iteration 38Q: 3 clusters Score -1591899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1591899.875000 Penalty: 2833.771240
	Iteration 39Q: 3 clusters Score -1591900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -1591898.250000 Penalty: 2833.771240
	Iteration 40F: 3 clusters Score -1591898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1591898.000000 Penalty: 2833.771240
	Iteration 41Q: 3 clusters Score -1591898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1591899.750000 Penalty: 2833.771240
	Iteration 42Q: 3 clusters Score -1591900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1591899.750000 Penalty: 2833.771240
	Iteration 43Q: 3 clusters Score -1591900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1591899.625000 Penalty: 2833.771240
	Iteration 44Q: 3 clusters Score -1591900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1591901.250000 Penalty: 2833.771240
	Iteration 45Q: 3 clusters Score -1591901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1591906.375000 Penalty: 2833.771240
	Iteration 46Q: 3 clusters Score -1591906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1591905.750000 Penalty: 2833.771240
	Iteration 47Q: 3 clusters Score -1591906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -1591906.250000 Penalty: 2833.771240
	Iteration 48Q: 3 clusters Score -1591906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1591905.125000 Penalty: 2833.771240
	Iteration 49Q: 3 clusters Score -1591905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1591904.500000 Penalty: 2833.771240
	Iteration 50Q: 3 clusters Score -1591904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -1591905.250000 Penalty: 2833.771240
	Iteration 51Q: 3 clusters Score -1591905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1591904.375000 Penalty: 2833.771240
	Iteration 52Q: 3 clusters Score -1591904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1591903.375000 Penalty: 2833.771240
	Iteration 53Q: 3 clusters Score -1591903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1591906.250000 Penalty: 2833.771240
	Iteration 54Q: 3 clusters Score -1591906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1591905.500000 Penalty: 2833.771240
	Iteration 55Q: 3 clusters Score -1591906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1591905.375000 Penalty: 2833.771240
	Iteration 56Q: 3 clusters Score -1591905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1591906.750000 Penalty: 2833.771240
	Iteration 57Q: 3 clusters Score -1591907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1591906.750000 Penalty: 2833.771240
	Iteration 58F: 3 clusters Score -1591907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 755 members 
Mstep: Class 1 contains 38237 members 
Mstep: Class 2 contains 6420 members 
Mstep: Class 3 contains 32144 members 
Mstep: Class 4 contains 34535 members 
Mstep: Class 5 contains 58067 members 
Mstep: Class 6 contains 24346 members 
Mstep: Class 7 contains 5140 members 
Mstep: Class 8 contains 9961 members 
Mstep: Class 9 contains 51027 members 
Mstep: Class 10 contains 1821 members 
Mstep: Class 11 contains 9596 members 
Mstep: Class 12 contains 83687 members 
Mstep: Class 13 contains 68583 members 
Mstep: Class 14 contains 3697 members 
Mstep: Class 15 contains 39920 members 
Mstep: Class 16 contains 40475 members 
Mstep: Class 17 contains 22034 members 
Mstep: Class 18 contains 38755 members 
Mstep: Class 19 contains 63923 members 
Mstep: Class 20 contains 6578 members 
Mstep: Class 21 contains 2175 members 
Mstep: Class 22 contains 8372 members 
Mstep: Class 23 contains 503 members 
Mstep: Class 24 contains 6199 members 
Mstep: Class 25 contains 9961 members 
Entering Unmasked Estep 
Score: -80799720.000000 Penalty: 49886.734375
Splitting cluster 14 changes total score from -80747032.000000 to -80799720.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 15 (39920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39920 members 
Entering Unmasked Estep 
Score: -4882279.500000 Penalty: 1576.481445
	Iteration 0F: 2 clusters Score -4882280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -4856314.500000 Penalty: 3152.962891
	Iteration 0F: 3 clusters Score -4856314 nChanged 18278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -4866607.500000 Penalty: 3152.962891
	Iteration 1F: 3 clusters Score -4866608 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 21029 members 
Entering Unmasked Estep 
Score: -4867538.000000 Penalty: 3152.962891
	Iteration 2Q: 3 clusters Score -4867538 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
Score: -4868832.000000 Penalty: 3152.962891
	Iteration 3F: 3 clusters Score -4868832 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 22220 members 
Entering Unmasked Estep 
Score: -4870403.500000 Penalty: 3152.962891
	Iteration 4F: 3 clusters Score -4870404 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 23326 members 
Entering Unmasked Estep 
Score: -4872083.500000 Penalty: 3152.962891
	Iteration 5F: 3 clusters Score -4872084 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 24742 members 
Entering Unmasked Estep 
Score: -4874030.000000 Penalty: 3152.962891
	Iteration 6F: 3 clusters Score -4874030 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 26393 members 
Entering Unmasked Estep 
Score: -4875982.500000 Penalty: 3152.962891
	Iteration 7F: 3 clusters Score -4875982 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 28052 members 
Entering Unmasked Estep 
Score: -4877712.500000 Penalty: 3152.962891
	Iteration 8F: 3 clusters Score -4877712 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 29530 members 
Entering Unmasked Estep 
Score: -4879101.000000 Penalty: 3152.962891
	Iteration 9F: 3 clusters Score -4879101 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 30808 members 
Entering Unmasked Estep 
Score: -4880261.000000 Penalty: 3152.962891
	Iteration 10Q: 3 clusters Score -4880261 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 31906 members 
Entering Unmasked Estep 
Score: -4881173.500000 Penalty: 3152.962891
	Iteration 11Q: 3 clusters Score -4881174 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 32903 members 
Entering Unmasked Estep 
Score: -4881916.000000 Penalty: 3152.962891
	Iteration 12Q: 3 clusters Score -4881916 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 33750 members 
Entering Unmasked Estep 
Score: -4882487.000000 Penalty: 3152.962891
	Iteration 13Q: 3 clusters Score -4882487 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 34427 members 
Entering Unmasked Estep 
Score: -4882885.500000 Penalty: 3152.962891
	Iteration 14Q: 3 clusters Score -4882886 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 34944 members 
Entering Unmasked Estep 
Score: -4883187.500000 Penalty: 3152.962891
	Iteration 15Q: 3 clusters Score -4883188 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 35364 members 
Entering Unmasked Estep 
Score: -4883405.000000 Penalty: 3152.962891
	Iteration 16Q: 3 clusters Score -4883405 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 35702 members 
Entering Unmasked Estep 
Score: -4883585.500000 Penalty: 3152.962891
	Iteration 17Q: 3 clusters Score -4883586 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 35973 members 
Entering Unmasked Estep 
Score: -4883731.500000 Penalty: 3152.962891
	Iteration 18Q: 3 clusters Score -4883732 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 36202 members 
Entering Unmasked Estep 
Score: -4883823.500000 Penalty: 3152.962891
	Iteration 19Q: 3 clusters Score -4883824 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 36342 members 
Entering Unmasked Estep 
Score: -4883881.500000 Penalty: 3152.962891
	Iteration 20F: 3 clusters Score -4883882 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 36454 members 
Entering Unmasked Estep 
Score: -4883930.500000 Penalty: 3152.962891
	Iteration 21Q: 3 clusters Score -4883930 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 36539 members 
Entering Unmasked Estep 
Score: -4883957.500000 Penalty: 3152.962891
	Iteration 22Q: 3 clusters Score -4883958 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 36620 members 
Entering Unmasked Estep 
Score: -4883982.500000 Penalty: 3152.962891
	Iteration 23Q: 3 clusters Score -4883982 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 36671 members 
Entering Unmasked Estep 
Score: -4884006.000000 Penalty: 3152.962891
	Iteration 24Q: 3 clusters Score -4884006 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 36720 members 
Entering Unmasked Estep 
Score: -4884028.500000 Penalty: 3152.962891
	Iteration 25Q: 3 clusters Score -4884028 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 36767 members 
Entering Unmasked Estep 
Score: -4884032.500000 Penalty: 3152.962891
	Iteration 26Q: 3 clusters Score -4884032 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 36807 members 
Entering Unmasked Estep 
Score: -4884047.500000 Penalty: 3152.962891
	Iteration 27Q: 3 clusters Score -4884048 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 36839 members 
Entering Unmasked Estep 
Score: -4884048.000000 Penalty: 3152.962891
	Iteration 28Q: 3 clusters Score -4884048 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 36866 members 
Entering Unmasked Estep 
Score: -4884050.500000 Penalty: 3152.962891
	Iteration 29Q: 3 clusters Score -4884050 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 36885 members 
Entering Unmasked Estep 
Score: -4884045.000000 Penalty: 3152.962891
	Iteration 30Q: 3 clusters Score -4884045 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 36910 members 
Entering Unmasked Estep 
Score: -4884042.500000 Penalty: 3152.962891
	Iteration 31Q: 3 clusters Score -4884042 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 36926 members 
Entering Unmasked Estep 
Score: -4884050.500000 Penalty: 3152.962891
	Iteration 32Q: 3 clusters Score -4884050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 36934 members 
Entering Unmasked Estep 
Score: -4884061.500000 Penalty: 3152.962891
	Iteration 33Q: 3 clusters Score -4884062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 36942 members 
Entering Unmasked Estep 
Score: -4884065.500000 Penalty: 3152.962891
	Iteration 34Q: 3 clusters Score -4884066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 36950 members 
Entering Unmasked Estep 
Score: -4884062.500000 Penalty: 3152.962891
	Iteration 35Q: 3 clusters Score -4884062 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 36956 members 
Entering Unmasked Estep 
Score: -4884054.500000 Penalty: 3152.962891
	Iteration 36Q: 3 clusters Score -4884054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 36966 members 
Entering Unmasked Estep 
Score: -4884056.500000 Penalty: 3152.962891
	Iteration 37Q: 3 clusters Score -4884056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 36972 members 
Entering Unmasked Estep 
Score: -4884060.500000 Penalty: 3152.962891
	Iteration 38Q: 3 clusters Score -4884060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 36980 members 
Entering Unmasked Estep 
Score: -4884074.500000 Penalty: 3152.962891
	Iteration 39Q: 3 clusters Score -4884074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 36984 members 
Entering Unmasked Estep 
Score: -4884074.500000 Penalty: 3152.962891
	Iteration 40F: 3 clusters Score -4884074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 36984 members 
Entering Unmasked Estep 
Score: -4884076.000000 Penalty: 3152.962891
	Iteration 41Q: 3 clusters Score -4884076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 36984 members 
Entering Unmasked Estep 
Score: -4884073.500000 Penalty: 3152.962891
	Iteration 42Q: 3 clusters Score -4884074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 36984 members 
Entering Unmasked Estep 
Score: -4884074.000000 Penalty: 3152.962891
	Iteration 43Q: 3 clusters Score -4884074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 36985 members 
Entering Unmasked Estep 
Score: -4884080.000000 Penalty: 3152.962891
	Iteration 44Q: 3 clusters Score -4884080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 36985 members 
Entering Unmasked Estep 
Score: -4884080.000000 Penalty: 3152.962891
	Iteration 45F: 3 clusters Score -4884080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 755 members 
Mstep: Class 1 contains 38237 members 
Mstep: Class 2 contains 6420 members 
Mstep: Class 3 contains 32144 members 
Mstep: Class 4 contains 34535 members 
Mstep: Class 5 contains 58067 members 
Mstep: Class 6 contains 24346 members 
Mstep: Class 7 contains 5140 members 
Mstep: Class 8 contains 9961 members 
Mstep: Class 9 contains 51027 members 
Mstep: Class 10 contains 1821 members 
Mstep: Class 11 contains 9596 members 
Mstep: Class 12 contains 83687 members 
Mstep: Class 13 contains 68583 members 
Mstep: Class 14 contains 3697 members 
Mstep: Class 15 contains 2935 members 
Mstep: Class 16 contains 40475 members 
Mstep: Class 17 contains 22034 members 
Mstep: Class 18 contains 38755 members 
Mstep: Class 19 contains 63923 members 
Mstep: Class 20 contains 6578 members 
Mstep: Class 21 contains 2175 members 
Mstep: Class 22 contains 8372 members 
Mstep: Class 23 contains 503 members 
Mstep: Class 24 contains 6199 members 
Mstep: Class 25 contains 9961 members 
Mstep: Class 26 contains 36985 members 
Entering Unmasked Estep 
Score: -80800968.000000 Penalty: 51882.203125
Splitting cluster 15 changes total score from -80747032.000000 to -80800968.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 16 (40475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40475 members 
Entering Unmasked Estep 
Score: -5066279.500000 Penalty: 1578.535767
	Iteration 0F: 2 clusters Score -5066280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -5040082.500000 Penalty: 3157.071533
	Iteration 0F: 3 clusters Score -5040082 nChanged 18485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20361 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -5050359.500000 Penalty: 3157.071533
	Iteration 1F: 3 clusters Score -5050360 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -5051000.000000 Penalty: 3157.071533
	Iteration 2Q: 3 clusters Score -5051000 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20621 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -5052026.000000 Penalty: 3157.071533
	Iteration 3Q: 3 clusters Score -5052026 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20777 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -5053780.000000 Penalty: 3157.071533
	Iteration 4F: 3 clusters Score -5053780 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -5057734.500000 Penalty: 3157.071533
	Iteration 5F: 3 clusters Score -5057734 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -5067151.000000 Penalty: 3157.071533
	Iteration 6F: 3 clusters Score -5067151 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18795 members 
Mstep: Class 2 contains 21680 members 
Entering Unmasked Estep 
Score: -5078127.500000 Penalty: 3157.071533
	Iteration 7F: 3 clusters Score -5078128 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 22556 members 
Entering Unmasked Estep 
Score: -5080821.000000 Penalty: 3157.071533
	Iteration 8F: 3 clusters Score -5080821 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -5081016.500000 Penalty: 3157.071533
	Iteration 9Q: 3 clusters Score -5081016 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 22724 members 
Entering Unmasked Estep 
Score: -5081040.500000 Penalty: 3157.071533
	Iteration 10Q: 3 clusters Score -5081040 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 22723 members 
Entering Unmasked Estep 
Score: -5081027.000000 Penalty: 3157.071533
	Iteration 11Q: 3 clusters Score -5081027 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 22723 members 
Entering Unmasked Estep 
Score: -5081035.500000 Penalty: 3157.071533
	Iteration 12Q: 3 clusters Score -5081036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 22720 members 
Entering Unmasked Estep 
Score: -5081036.000000 Penalty: 3157.071533
	Iteration 13Q: 3 clusters Score -5081036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 22718 members 
Entering Unmasked Estep 
Score: -5081031.000000 Penalty: 3157.071533
	Iteration 14Q: 3 clusters Score -5081031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 22717 members 
Entering Unmasked Estep 
Score: -5081030.500000 Penalty: 3157.071533
	Iteration 15Q: 3 clusters Score -5081030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 22717 members 
Entering Unmasked Estep 
Score: -5081030.500000 Penalty: 3157.071533
	Iteration 16F: 3 clusters Score -5081030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 755 members 
Mstep: Class 1 contains 38237 members 
Mstep: Class 2 contains 6420 members 
Mstep: Class 3 contains 32144 members 
Mstep: Class 4 contains 34535 members 
Mstep: Class 5 contains 58067 members 
Mstep: Class 6 contains 24346 members 
Mstep: Class 7 contains 5140 members 
Mstep: Class 8 contains 9961 members 
Mstep: Class 9 contains 51027 members 
Mstep: Class 10 contains 1821 members 
Mstep: Class 11 contains 9596 members 
Mstep: Class 12 contains 83687 members 
Mstep: Class 13 contains 68583 members 
Mstep: Class 14 contains 3697 members 
Mstep: Class 15 contains 2935 members 
Mstep: Class 16 contains 17758 members 
Mstep: Class 17 contains 22034 members 
Mstep: Class 18 contains 38755 members 
Mstep: Class 19 contains 63923 members 
Mstep: Class 20 contains 6578 members 
Mstep: Class 21 contains 2175 members 
Mstep: Class 22 contains 8372 members 
Mstep: Class 23 contains 503 members 
Mstep: Class 24 contains 6199 members 
Mstep: Class 25 contains 9961 members 
Mstep: Class 26 contains 36985 members 
Mstep: Class 27 contains 22717 members 
Entering Unmasked Estep 
Score: -80815464.000000 Penalty: 53877.671875
Splitting cluster 16 changes total score from -80747032.000000 to -80815464.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 17 (22034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22034 members 
Entering Unmasked Estep 
Score: -2618191.500000 Penalty: 1488.051025
	Iteration 0F: 2 clusters Score -2618192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -2603856.000000 Penalty: 2976.102051
	Iteration 0F: 3 clusters Score -2603856 nChanged 9740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -2609282.750000 Penalty: 2976.102051
	Iteration 1F: 3 clusters Score -2609283 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -2610096.250000 Penalty: 2976.102051
	Iteration 2F: 3 clusters Score -2610096 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -2611231.750000 Penalty: 2976.102051
	Iteration 3F: 3 clusters Score -2611232 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -2612572.000000 Penalty: 2976.102051
	Iteration 4F: 3 clusters Score -2612572 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -2613865.250000 Penalty: 2976.102051
	Iteration 5F: 3 clusters Score -2613865 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -2615071.000000 Penalty: 2976.102051
	Iteration 6F: 3 clusters Score -2615071 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -2616116.250000 Penalty: 2976.102051
	Iteration 7F: 3 clusters Score -2616116 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -2616907.750000 Penalty: 2976.102051
	Iteration 8Q: 3 clusters Score -2616908 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -2617309.500000 Penalty: 2976.102051
	Iteration 9Q: 3 clusters Score -2617310 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -2617547.500000 Penalty: 2976.102051
	Iteration 10Q: 3 clusters Score -2617548 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -2617744.250000 Penalty: 2976.102051
	Iteration 11Q: 3 clusters Score -2617744 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -2617883.500000 Penalty: 2976.102051
	Iteration 12Q: 3 clusters Score -2617884 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -2618007.250000 Penalty: 2976.102051
	Iteration 13Q: 3 clusters Score -2618007 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -2618080.750000 Penalty: 2976.102051
	Iteration 14Q: 3 clusters Score -2618081 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -2618164.500000 Penalty: 2976.102051
	Iteration 15Q: 3 clusters Score -2618164 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -2618234.250000 Penalty: 2976.102051
	Iteration 16Q: 3 clusters Score -2618234 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -2618306.000000 Penalty: 2976.102051
	Iteration 17Q: 3 clusters Score -2618306 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -2618391.250000 Penalty: 2976.102051
	Iteration 18Q: 3 clusters Score -2618391 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -2618485.500000 Penalty: 2976.102051
	Iteration 19Q: 3 clusters Score -2618486 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -2618590.500000 Penalty: 2976.102051
	Iteration 20F: 3 clusters Score -2618590 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -2618680.750000 Penalty: 2976.102051
	Iteration 21Q: 3 clusters Score -2618681 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -2618774.750000 Penalty: 2976.102051
	Iteration 22Q: 3 clusters Score -2618775 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -2618879.250000 Penalty: 2976.102051
	Iteration 23Q: 3 clusters Score -2618879 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -2618958.500000 Penalty: 2976.102051
	Iteration 24Q: 3 clusters Score -2618958 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -2619036.000000 Penalty: 2976.102051
	Iteration 25Q: 3 clusters Score -2619036 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -2619092.500000 Penalty: 2976.102051
	Iteration 26Q: 3 clusters Score -2619092 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -2619155.500000 Penalty: 2976.102051
	Iteration 27Q: 3 clusters Score -2619156 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -2619183.750000 Penalty: 2976.102051
	Iteration 28Q: 3 clusters Score -2619184 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -2619228.750000 Penalty: 2976.102051
	Iteration 29Q: 3 clusters Score -2619229 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -2619255.500000 Penalty: 2976.102051
	Iteration 30Q: 3 clusters Score -2619256 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -2619282.000000 Penalty: 2976.102051
	Iteration 31Q: 3 clusters Score -2619282 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -2619293.750000 Penalty: 2976.102051
	Iteration 32Q: 3 clusters Score -2619294 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -2619289.500000 Penalty: 2976.102051
	Iteration 33Q: 3 clusters Score -2619290 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -2619295.500000 Penalty: 2976.102051
	Iteration 34Q: 3 clusters Score -2619296 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -2619300.500000 Penalty: 2976.102051
	Iteration 35Q: 3 clusters Score -2619300 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -2619318.250000 Penalty: 2976.102051
	Iteration 36Q: 3 clusters Score -2619318 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -2619319.500000 Penalty: 2976.102051
	Iteration 37Q: 3 clusters Score -2619320 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -2619330.750000 Penalty: 2976.102051
	Iteration 38Q: 3 clusters Score -2619331 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -2619327.000000 Penalty: 2976.102051
	Iteration 39Q: 3 clusters Score -2619327 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -2619338.500000 Penalty: 2976.102051
	Iteration 40F: 3 clusters Score -2619338 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -2619344.500000 Penalty: 2976.102051
	Iteration 41Q: 3 clusters Score -2619344 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -2619341.500000 Penalty: 2976.102051
	Iteration 42Q: 3 clusters Score -2619342 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -2619342.500000 Penalty: 2976.102051
	Iteration 43Q: 3 clusters Score -2619342 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -2619343.000000 Penalty: 2976.102051
	Iteration 44Q: 3 clusters Score -2619343 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -2619346.250000 Penalty: 2976.102051
	Iteration 45Q: 3 clusters Score -2619346 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -2619350.750000 Penalty: 2976.102051
	Iteration 46Q: 3 clusters Score -2619351 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -2619352.250000 Penalty: 2976.102051
	Iteration 47Q: 3 clusters Score -2619352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -2619348.750000 Penalty: 2976.102051
	Iteration 48Q: 3 clusters Score -2619349 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -2619352.250000 Penalty: 2976.102051
	Iteration 49Q: 3 clusters Score -2619352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -2619353.000000 Penalty: 2976.102051
	Iteration 50Q: 3 clusters Score -2619353 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -2619349.250000 Penalty: 2976.102051
	Iteration 51Q: 3 clusters Score -2619349 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -2619347.000000 Penalty: 2976.102051
	Iteration 52Q: 3 clusters Score -2619347 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -2619356.250000 Penalty: 2976.102051
	Iteration 53Q: 3 clusters Score -2619356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -2619352.500000 Penalty: 2976.102051
	Iteration 54Q: 3 clusters Score -2619352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -2619356.500000 Penalty: 2976.102051
	Iteration 55Q: 3 clusters Score -2619356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -2619356.000000 Penalty: 2976.102051
	Iteration 56Q: 3 clusters Score -2619356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -2619356.250000 Penalty: 2976.102051
	Iteration 57Q: 3 clusters Score -2619356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -2619358.250000 Penalty: 2976.102051
	Iteration 58Q: 3 clusters Score -2619358 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -2619363.750000 Penalty: 2976.102051
	Iteration 59Q: 3 clusters Score -2619364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -2619365.500000 Penalty: 2976.102051
	Iteration 60F: 3 clusters Score -2619366 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -2619367.500000 Penalty: 2976.102051
	Iteration 61Q: 3 clusters Score -2619368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -2619364.500000 Penalty: 2976.102051
	Iteration 62Q: 3 clusters Score -2619364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -2619364.250000 Penalty: 2976.102051
	Iteration 63Q: 3 clusters Score -2619364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -2619365.500000 Penalty: 2976.102051
	Iteration 64Q: 3 clusters Score -2619366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -2619370.500000 Penalty: 2976.102051
	Iteration 65Q: 3 clusters Score -2619370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -2619370.000000 Penalty: 2976.102051
	Iteration 66Q: 3 clusters Score -2619370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -2619371.000000 Penalty: 2976.102051
	Iteration 67Q: 3 clusters Score -2619371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -2619371.000000 Penalty: 2976.102051
	Iteration 68Q: 3 clusters Score -2619371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -2619369.500000 Penalty: 2976.102051
	Iteration 69Q: 3 clusters Score -2619370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -2619369.500000 Penalty: 2976.102051
	Iteration 70F: 3 clusters Score -2619370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 755 members 
Mstep: Class 1 contains 38237 members 
Mstep: Class 2 contains 6420 members 
Mstep: Class 3 contains 32144 members 
Mstep: Class 4 contains 34535 members 
Mstep: Class 5 contains 58067 members 
Mstep: Class 6 contains 24346 members 
Mstep: Class 7 contains 5140 members 
Mstep: Class 8 contains 9961 members 
Mstep: Class 9 contains 51027 members 
Mstep: Class 10 contains 1821 members 
Mstep: Class 11 contains 9596 members 
Mstep: Class 12 contains 83687 members 
Mstep: Class 13 contains 68583 members 
Mstep: Class 14 contains 3697 members 
Mstep: Class 15 contains 2935 members 
Mstep: Class 16 contains 17758 members 
Mstep: Class 17 contains 11951 members 
Mstep: Class 18 contains 38755 members 
Mstep: Class 19 contains 63923 members 
Mstep: Class 20 contains 6578 members 
Mstep: Class 21 contains 2175 members 
Mstep: Class 22 contains 8372 members 
Mstep: Class 23 contains 503 members 
Mstep: Class 24 contains 6199 members 
Mstep: Class 25 contains 9961 members 
Mstep: Class 26 contains 36985 members 
Mstep: Class 27 contains 22717 members 
Mstep: Class 28 contains 10083 members 
Entering Unmasked Estep 
Score: -80815888.000000 Penalty: 55873.144531
Splitting cluster 17 changes total score from -80747032.000000 to -80815888.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 18 (38755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38755 members 
Entering Unmasked Estep 
Score: -4555929.000000 Penalty: 1572.074219
	Iteration 0F: 2 clusters Score -4555929 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -4530612.500000 Penalty: 3144.148438
	Iteration 0F: 3 clusters Score -4530612 nChanged 17706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19224 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -4540420.500000 Penalty: 3144.148438
	Iteration 1F: 3 clusters Score -4540420 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -4541040.000000 Penalty: 3144.148438
	Iteration 2Q: 3 clusters Score -4541040 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -4541680.000000 Penalty: 3144.148438
	Iteration 3Q: 3 clusters Score -4541680 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -4542338.500000 Penalty: 3144.148438
	Iteration 4Q: 3 clusters Score -4542338 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19477 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -4542953.500000 Penalty: 3144.148438
	Iteration 5Q: 3 clusters Score -4542954 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -4543601.000000 Penalty: 3144.148438
	Iteration 6Q: 3 clusters Score -4543601 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19525 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -4544230.000000 Penalty: 3144.148438
	Iteration 7Q: 3 clusters Score -4544230 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -4544836.000000 Penalty: 3144.148438
	Iteration 8Q: 3 clusters Score -4544836 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -4545365.000000 Penalty: 3144.148438
	Iteration 9Q: 3 clusters Score -4545365 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -4545838.000000 Penalty: 3144.148438
	Iteration 10Q: 3 clusters Score -4545838 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -4546201.000000 Penalty: 3144.148438
	Iteration 11Q: 3 clusters Score -4546201 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -4546488.500000 Penalty: 3144.148438
	Iteration 12Q: 3 clusters Score -4546488 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -4546717.500000 Penalty: 3144.148438
	Iteration 13Q: 3 clusters Score -4546718 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20938 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -4546868.500000 Penalty: 3144.148438
	Iteration 14Q: 3 clusters Score -4546868 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21342 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -4547024.500000 Penalty: 3144.148438
	Iteration 15Q: 3 clusters Score -4547024 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -4547217.500000 Penalty: 3144.148438
	Iteration 16Q: 3 clusters Score -4547218 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22322 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -4547366.000000 Penalty: 3144.148438
	Iteration 17Q: 3 clusters Score -4547366 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -4547540.500000 Penalty: 3144.148438
	Iteration 18Q: 3 clusters Score -4547540 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -4547708.000000 Penalty: 3144.148438
	Iteration 19Q: 3 clusters Score -4547708 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24264 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -4547903.000000 Penalty: 3144.148438
	Iteration 20F: 3 clusters Score -4547903 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -4548117.500000 Penalty: 3144.148438
	Iteration 21Q: 3 clusters Score -4548118 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25883 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -4548377.500000 Penalty: 3144.148438
	Iteration 22Q: 3 clusters Score -4548378 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26817 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -4548711.500000 Penalty: 3144.148438
	Iteration 23Q: 3 clusters Score -4548712 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27902 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -4549154.000000 Penalty: 3144.148438
	Iteration 24Q: 3 clusters Score -4549154 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29161 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -4549758.500000 Penalty: 3144.148438
	Iteration 25Q: 3 clusters Score -4549758 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30519 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -4550486.500000 Penalty: 3144.148438
	Iteration 26Q: 3 clusters Score -4550486 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31877 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -4551308.000000 Penalty: 3144.148438
	Iteration 27Q: 3 clusters Score -4551308 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33228 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -4552214.000000 Penalty: 3144.148438
	Iteration 28Q: 3 clusters Score -4552214 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34415 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -4553114.000000 Penalty: 3144.148438
	Iteration 29Q: 3 clusters Score -4553114 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35398 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -4553948.500000 Penalty: 3144.148438
	Iteration 30Q: 3 clusters Score -4553948 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36064 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -4554557.500000 Penalty: 3144.148438
	Iteration 31Q: 3 clusters Score -4554558 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36477 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -4554915.000000 Penalty: 3144.148438
	Iteration 32Q: 3 clusters Score -4554915 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36723 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -4555125.500000 Penalty: 3144.148438
	Iteration 33Q: 3 clusters Score -4555126 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36904 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -4555271.000000 Penalty: 3144.148438
	Iteration 34Q: 3 clusters Score -4555271 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37047 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -4555371.500000 Penalty: 3144.148438
	Iteration 35Q: 3 clusters Score -4555372 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37156 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -4555425.500000 Penalty: 3144.148438
	Iteration 36Q: 3 clusters Score -4555426 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37217 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -4555455.500000 Penalty: 3144.148438
	Iteration 37Q: 3 clusters Score -4555456 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37255 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -4555475.500000 Penalty: 3144.148438
	Iteration 38Q: 3 clusters Score -4555476 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37300 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -4555492.000000 Penalty: 3144.148438
	Iteration 39Q: 3 clusters Score -4555492 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37333 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -4555507.500000 Penalty: 3144.148438
	Iteration 40F: 3 clusters Score -4555508 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37362 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -4555525.000000 Penalty: 3144.148438
	Iteration 41Q: 3 clusters Score -4555525 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37392 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -4555543.000000 Penalty: 3144.148438
	Iteration 42Q: 3 clusters Score -4555543 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37419 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -4555548.000000 Penalty: 3144.148438
	Iteration 43Q: 3 clusters Score -4555548 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37444 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -4555565.000000 Penalty: 3144.148438
	Iteration 44Q: 3 clusters Score -4555565 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37463 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -4555564.000000 Penalty: 3144.148438
	Iteration 45Q: 3 clusters Score -4555564 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37476 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -4555567.000000 Penalty: 3144.148438
	Iteration 46Q: 3 clusters Score -4555567 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37487 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -4555568.000000 Penalty: 3144.148438
	Iteration 47Q: 3 clusters Score -4555568 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37495 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -4555570.000000 Penalty: 3144.148438
	Iteration 48Q: 3 clusters Score -4555570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37499 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -4555564.500000 Penalty: 3144.148438
	Iteration 49Q: 3 clusters Score -4555564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37502 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -4555568.500000 Penalty: 3144.148438
	Iteration 50Q: 3 clusters Score -4555568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37505 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -4555566.000000 Penalty: 3144.148438
	Iteration 51Q: 3 clusters Score -4555566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37509 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -4555566.000000 Penalty: 3144.148438
	Iteration 52Q: 3 clusters Score -4555566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37507 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -4555568.000000 Penalty: 3144.148438
	Iteration 53Q: 3 clusters Score -4555568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37507 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -4555568.000000 Penalty: 3144.148438
	Iteration 54F: 3 clusters Score -4555568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (63923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63923 members 
Entering Unmasked Estep 
Score: -7970797.000000 Penalty: 1646.536621
	Iteration 0F: 2 clusters Score -7970797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31795 members 
Mstep: Class 2 contains 32128 members 
Entering Unmasked Estep 
Score: -7930998.000000 Penalty: 3293.073242
	Iteration 0F: 3 clusters Score -7930998 nChanged 29870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29541 members 
Mstep: Class 2 contains 34382 members 
Entering Unmasked Estep 
Score: -7947924.000000 Penalty: 3293.073242
	Iteration 1F: 3 clusters Score -7947924 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28000 members 
Mstep: Class 2 contains 35923 members 
Entering Unmasked Estep 
Score: -7948853.000000 Penalty: 3293.073242
	Iteration 2Q: 3 clusters Score -7948853 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25828 members 
Mstep: Class 2 contains 38095 members 
Entering Unmasked Estep 
Score: -7949933.500000 Penalty: 3293.073242
	Iteration 3Q: 3 clusters Score -7949934 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22984 members 
Mstep: Class 2 contains 40939 members 
Entering Unmasked Estep 
Score: -7951434.000000 Penalty: 3293.073242
	Iteration 4F: 3 clusters Score -7951434 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 44633 members 
Entering Unmasked Estep 
Score: -7953506.000000 Penalty: 3293.073242
	Iteration 5F: 3 clusters Score -7953506 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 49095 members 
Entering Unmasked Estep 
Score: -7956533.000000 Penalty: 3293.073242
	Iteration 6F: 3 clusters Score -7956533 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 53728 members 
Entering Unmasked Estep 
Score: -7960127.000000 Penalty: 3293.073242
	Iteration 7F: 3 clusters Score -7960127 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 57842 members 
Entering Unmasked Estep 
Score: -7963731.000000 Penalty: 3293.073242
	Iteration 8F: 3 clusters Score -7963731 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 60748 members 
Entering Unmasked Estep 
Score: -7966512.000000 Penalty: 3293.073242
	Iteration 9Q: 3 clusters Score -7966512 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 62352 members 
Entering Unmasked Estep 
Score: -7968055.500000 Penalty: 3293.073242
	Iteration 10Q: 3 clusters Score -7968056 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 63022 members 
Entering Unmasked Estep 
Score: -7968776.000000 Penalty: 3293.073242
	Iteration 11Q: 3 clusters Score -7968776 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 63306 members 
Entering Unmasked Estep 
Score: -7969123.000000 Penalty: 3293.073242
	Iteration 12Q: 3 clusters Score -7969123 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 63410 members 
Entering Unmasked Estep 
Score: -7969250.000000 Penalty: 3293.073242
	Iteration 13Q: 3 clusters Score -7969250 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 63464 members 
Entering Unmasked Estep 
Score: -7969352.000000 Penalty: 3293.073242
	Iteration 14Q: 3 clusters Score -7969352 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 63495 members 
Entering Unmasked Estep 
Score: -7969411.500000 Penalty: 3293.073242
	Iteration 15Q: 3 clusters Score -7969412 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 63512 members 
Entering Unmasked Estep 
Score: -7969461.000000 Penalty: 3293.073242
	Iteration 16Q: 3 clusters Score -7969461 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 63519 members 
Entering Unmasked Estep 
Score: -7969467.000000 Penalty: 3293.073242
	Iteration 17Q: 3 clusters Score -7969467 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 63520 members 
Entering Unmasked Estep 
Score: -7969488.000000 Penalty: 3293.073242
	Iteration 18Q: 3 clusters Score -7969488 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 63526 members 
Entering Unmasked Estep 
Score: -7969500.500000 Penalty: 3293.073242
	Iteration 19Q: 3 clusters Score -7969500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 63529 members 
Entering Unmasked Estep 
Score: -7969509.000000 Penalty: 3293.073242
	Iteration 20F: 3 clusters Score -7969509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 63529 members 
Entering Unmasked Estep 
Score: -7969518.000000 Penalty: 3293.073242
	Iteration 21Q: 3 clusters Score -7969518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 63529 members 
Entering Unmasked Estep 
Score: -7969525.500000 Penalty: 3293.073242
	Iteration 22Q: 3 clusters Score -7969526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 63530 members 
Entering Unmasked Estep 
Score: -7969522.500000 Penalty: 3293.073242
	Iteration 23Q: 3 clusters Score -7969522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 63529 members 
Entering Unmasked Estep 
Score: -7969532.000000 Penalty: 3293.073242
	Iteration 24Q: 3 clusters Score -7969532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 63532 members 
Entering Unmasked Estep 
Score: -7969535.500000 Penalty: 3293.073242
	Iteration 25Q: 3 clusters Score -7969536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 63533 members 
Entering Unmasked Estep 
Score: -7969538.500000 Penalty: 3293.073242
	Iteration 26Q: 3 clusters Score -7969538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 63532 members 
Entering Unmasked Estep 
Score: -7969542.000000 Penalty: 3293.073242
	Iteration 27Q: 3 clusters Score -7969542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 63533 members 
Entering Unmasked Estep 
Score: -7969546.000000 Penalty: 3293.073242
	Iteration 28Q: 3 clusters Score -7969546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 63535 members 
Entering Unmasked Estep 
Score: -7969546.000000 Penalty: 3293.073242
	Iteration 29Q: 3 clusters Score -7969546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 63536 members 
Entering Unmasked Estep 
Score: -7969545.500000 Penalty: 3293.073242
	Iteration 30Q: 3 clusters Score -7969546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 63537 members 
Entering Unmasked Estep 
Score: -7969547.500000 Penalty: 3293.073242
	Iteration 31Q: 3 clusters Score -7969548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 63542 members 
Entering Unmasked Estep 
Score: -7969557.500000 Penalty: 3293.073242
	Iteration 32Q: 3 clusters Score -7969558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 63543 members 
Entering Unmasked Estep 
Score: -7969551.000000 Penalty: 3293.073242
	Iteration 33Q: 3 clusters Score -7969551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 63545 members 
Entering Unmasked Estep 
Score: -7969564.000000 Penalty: 3293.073242
	Iteration 34Q: 3 clusters Score -7969564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 63546 members 
Entering Unmasked Estep 
Score: -7969567.500000 Penalty: 3293.073242
	Iteration 35Q: 3 clusters Score -7969568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 63545 members 
Entering Unmasked Estep 
Score: -7969577.500000 Penalty: 3293.073242
	Iteration 36Q: 3 clusters Score -7969578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 63547 members 
Entering Unmasked Estep 
Score: -7969580.000000 Penalty: 3293.073242
	Iteration 37Q: 3 clusters Score -7969580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 63547 members 
Entering Unmasked Estep 
Score: -7969580.000000 Penalty: 3293.073242
	Iteration 38F: 3 clusters Score -7969580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Entering Unmasked Estep 
Score: -737271.625000 Penalty: 1308.173096
	Iteration 0F: 2 clusters Score -737271.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -732617.187500 Penalty: 2616.346191
	Iteration 0F: 3 clusters Score -732617.2 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -734300.500000 Penalty: 2616.346191
	Iteration 1F: 3 clusters Score -734300.5 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -734888.125000 Penalty: 2616.346191
	Iteration 2F: 3 clusters Score -734888.1 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -735411.250000 Penalty: 2616.346191
	Iteration 3F: 3 clusters Score -735411.2 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -735950.500000 Penalty: 2616.346191
	Iteration 4F: 3 clusters Score -735950.5 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -736645.437500 Penalty: 2616.346191
	Iteration 5F: 3 clusters Score -736645.4 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -737288.687500 Penalty: 2616.346191
	Iteration 6F: 3 clusters Score -737288.7 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -737790.187500 Penalty: 2616.346191
	Iteration 7F: 3 clusters Score -737790.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -738097.000000 Penalty: 2616.346191
	Iteration 8F: 3 clusters Score -738097 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -738242.562500 Penalty: 2616.346191
	Iteration 9Q: 3 clusters Score -738242.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -738353.812500 Penalty: 2616.346191
	Iteration 10Q: 3 clusters Score -738353.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -738433.062500 Penalty: 2616.346191
	Iteration 11Q: 3 clusters Score -738433.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -738479.687500 Penalty: 2616.346191
	Iteration 12Q: 3 clusters Score -738479.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -738522.250000 Penalty: 2616.346191
	Iteration 13Q: 3 clusters Score -738522.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -738566.312500 Penalty: 2616.346191
	Iteration 14Q: 3 clusters Score -738566.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -738605.562500 Penalty: 2616.346191
	Iteration 15Q: 3 clusters Score -738605.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -738635.000000 Penalty: 2616.346191
	Iteration 16Q: 3 clusters Score -738635 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -738653.562500 Penalty: 2616.346191
	Iteration 17Q: 3 clusters Score -738653.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -738665.000000 Penalty: 2616.346191
	Iteration 18Q: 3 clusters Score -738665 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -738675.500000 Penalty: 2616.346191
	Iteration 19Q: 3 clusters Score -738675.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -738684.750000 Penalty: 2616.346191
	Iteration 20F: 3 clusters Score -738684.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -738692.687500 Penalty: 2616.346191
	Iteration 21Q: 3 clusters Score -738692.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -738702.500000 Penalty: 2616.346191
	Iteration 22Q: 3 clusters Score -738702.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -738705.937500 Penalty: 2616.346191
	Iteration 23Q: 3 clusters Score -738705.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -738708.562500 Penalty: 2616.346191
	Iteration 24Q: 3 clusters Score -738708.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -738711.875000 Penalty: 2616.346191
	Iteration 25Q: 3 clusters Score -738711.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -738715.062500 Penalty: 2616.346191
	Iteration 26Q: 3 clusters Score -738715.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -738717.562500 Penalty: 2616.346191
	Iteration 27Q: 3 clusters Score -738717.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -738717.625000 Penalty: 2616.346191
	Iteration 28Q: 3 clusters Score -738717.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -738718.125000 Penalty: 2616.346191
	Iteration 29Q: 3 clusters Score -738718.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -738718.500000 Penalty: 2616.346191
	Iteration 30Q: 3 clusters Score -738718.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -738722.375000 Penalty: 2616.346191
	Iteration 31Q: 3 clusters Score -738722.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -738723.687500 Penalty: 2616.346191
	Iteration 32Q: 3 clusters Score -738723.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -738723.562500 Penalty: 2616.346191
	Iteration 33Q: 3 clusters Score -738723.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -738723.562500 Penalty: 2616.346191
	Iteration 34F: 3 clusters Score -738723.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 755 members 
Mstep: Class 1 contains 38237 members 
Mstep: Class 2 contains 6420 members 
Mstep: Class 3 contains 32144 members 
Mstep: Class 4 contains 34535 members 
Mstep: Class 5 contains 58067 members 
Mstep: Class 6 contains 24346 members 
Mstep: Class 7 contains 5140 members 
Mstep: Class 8 contains 9961 members 
Mstep: Class 9 contains 51027 members 
Mstep: Class 10 contains 1821 members 
Mstep: Class 11 contains 9596 members 
Mstep: Class 12 contains 83687 members 
Mstep: Class 13 contains 68583 members 
Mstep: Class 14 contains 3697 members 
Mstep: Class 15 contains 2935 members 
Mstep: Class 16 contains 17758 members 
Mstep: Class 17 contains 11951 members 
Mstep: Class 18 contains 38755 members 
Mstep: Class 19 contains 63923 members 
Mstep: Class 20 contains 1512 members 
Mstep: Class 21 contains 2175 members 
Mstep: Class 22 contains 8372 members 
Mstep: Class 23 contains 503 members 
Mstep: Class 24 contains 6199 members 
Mstep: Class 25 contains 9961 members 
Mstep: Class 26 contains 36985 members 
Mstep: Class 27 contains 22717 members 
Mstep: Class 28 contains 10083 members 
Mstep: Class 29 contains 5066 members 
Entering Unmasked Estep 
Score: -80816456.000000 Penalty: 57868.613281
Splitting cluster 20 changes total score from -80747032.000000 to -80816456.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 21 (2175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Entering Unmasked Estep 
Score: -244448.437500 Penalty: 1143.495850
	Iteration 0F: 2 clusters Score -244448.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -242472.406250 Penalty: 2286.991699
	Iteration 0F: 3 clusters Score -242472.4 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -243009.734375 Penalty: 2286.991699
	Iteration 1F: 3 clusters Score -243009.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -243195.859375 Penalty: 2286.991699
	Iteration 2F: 3 clusters Score -243195.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -243307.000000 Penalty: 2286.991699
	Iteration 3Q: 3 clusters Score -243307 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -243368.968750 Penalty: 2286.991699
	Iteration 4Q: 3 clusters Score -243369 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -243422.468750 Penalty: 2286.991699
	Iteration 5Q: 3 clusters Score -243422.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -243461.531250 Penalty: 2286.991699
	Iteration 6Q: 3 clusters Score -243461.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -243495.937500 Penalty: 2286.991699
	Iteration 7Q: 3 clusters Score -243495.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -243532.515625 Penalty: 2286.991699
	Iteration 8Q: 3 clusters Score -243532.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -243570.078125 Penalty: 2286.991699
	Iteration 9Q: 3 clusters Score -243570.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -243596.656250 Penalty: 2286.991699
	Iteration 10Q: 3 clusters Score -243596.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -243620.890625 Penalty: 2286.991699
	Iteration 11Q: 3 clusters Score -243620.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -243639.890625 Penalty: 2286.991699
	Iteration 12Q: 3 clusters Score -243639.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -243655.390625 Penalty: 2286.991699
	Iteration 13Q: 3 clusters Score -243655.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -243677.687500 Penalty: 2286.991699
	Iteration 14Q: 3 clusters Score -243677.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -243692.718750 Penalty: 2286.991699
	Iteration 15Q: 3 clusters Score -243692.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -243707.734375 Penalty: 2286.991699
	Iteration 16Q: 3 clusters Score -243707.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -243728.140625 Penalty: 2286.991699
	Iteration 17Q: 3 clusters Score -243728.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -243746.765625 Penalty: 2286.991699
	Iteration 18Q: 3 clusters Score -243746.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -243759.078125 Penalty: 2286.991699
	Iteration 19Q: 3 clusters Score -243759.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -243770.203125 Penalty: 2286.991699
	Iteration 20F: 3 clusters Score -243770.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -243783.171875 Penalty: 2286.991699
	Iteration 21Q: 3 clusters Score -243783.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -243796.140625 Penalty: 2286.991699
	Iteration 22Q: 3 clusters Score -243796.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -243809.000000 Penalty: 2286.991699
	Iteration 23Q: 3 clusters Score -243809 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -243827.687500 Penalty: 2286.991699
	Iteration 24Q: 3 clusters Score -243827.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -243836.468750 Penalty: 2286.991699
	Iteration 25Q: 3 clusters Score -243836.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -243841.000000 Penalty: 2286.991699
	Iteration 26Q: 3 clusters Score -243841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -243841.109375 Penalty: 2286.991699
	Iteration 27Q: 3 clusters Score -243841.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -243841.109375 Penalty: 2286.991699
	Iteration 28F: 3 clusters Score -243841.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Entering Unmasked Estep 
Score: -1059939.750000 Penalty: 1344.058105
	Iteration 0F: 2 clusters Score -1059940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1054151.375000 Penalty: 2688.116211
	Iteration 0F: 3 clusters Score -1054151 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1055980.125000 Penalty: 2688.116211
	Iteration 1F: 3 clusters Score -1055980 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1056225.000000 Penalty: 2688.116211
	Iteration 2F: 3 clusters Score -1056225 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1056379.750000 Penalty: 2688.116211
	Iteration 3Q: 3 clusters Score -1056380 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1056491.000000 Penalty: 2688.116211
	Iteration 4Q: 3 clusters Score -1056491 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1056572.750000 Penalty: 2688.116211
	Iteration 5Q: 3 clusters Score -1056573 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1056639.125000 Penalty: 2688.116211
	Iteration 6Q: 3 clusters Score -1056639 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1056698.250000 Penalty: 2688.116211
	Iteration 7Q: 3 clusters Score -1056698 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1056745.625000 Penalty: 2688.116211
	Iteration 8Q: 3 clusters Score -1056746 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1056805.500000 Penalty: 2688.116211
	Iteration 9Q: 3 clusters Score -1056806 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1056873.375000 Penalty: 2688.116211
	Iteration 10Q: 3 clusters Score -1056873 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1056949.000000 Penalty: 2688.116211
	Iteration 11Q: 3 clusters Score -1056949 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1057043.500000 Penalty: 2688.116211
	Iteration 12Q: 3 clusters Score -1057044 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1057156.625000 Penalty: 2688.116211
	Iteration 13Q: 3 clusters Score -1057157 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1057320.750000 Penalty: 2688.116211
	Iteration 14Q: 3 clusters Score -1057321 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1057522.000000 Penalty: 2688.116211
	Iteration 15Q: 3 clusters Score -1057522 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1057760.000000 Penalty: 2688.116211
	Iteration 16Q: 3 clusters Score -1057760 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1057995.250000 Penalty: 2688.116211
	Iteration 17Q: 3 clusters Score -1057995 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1058176.625000 Penalty: 2688.116211
	Iteration 18Q: 3 clusters Score -1058177 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1058339.875000 Penalty: 2688.116211
	Iteration 19Q: 3 clusters Score -1058340 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1058470.750000 Penalty: 2688.116211
	Iteration 20F: 3 clusters Score -1058471 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1058563.250000 Penalty: 2688.116211
	Iteration 21Q: 3 clusters Score -1058563 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1058628.875000 Penalty: 2688.116211
	Iteration 22Q: 3 clusters Score -1058629 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1058675.250000 Penalty: 2688.116211
	Iteration 23Q: 3 clusters Score -1058675 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1058711.750000 Penalty: 2688.116211
	Iteration 24Q: 3 clusters Score -1058712 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1058740.250000 Penalty: 2688.116211
	Iteration 25Q: 3 clusters Score -1058740 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1058764.375000 Penalty: 2688.116211
	Iteration 26Q: 3 clusters Score -1058764 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1058787.500000 Penalty: 2688.116211
	Iteration 27Q: 3 clusters Score -1058788 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1058807.625000 Penalty: 2688.116211
	Iteration 28Q: 3 clusters Score -1058808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1058814.500000 Penalty: 2688.116211
	Iteration 29Q: 3 clusters Score -1058814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1058819.125000 Penalty: 2688.116211
	Iteration 30Q: 3 clusters Score -1058819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1058829.500000 Penalty: 2688.116211
	Iteration 31Q: 3 clusters Score -1058830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1058832.250000 Penalty: 2688.116211
	Iteration 32Q: 3 clusters Score -1058832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1058836.875000 Penalty: 2688.116211
	Iteration 33Q: 3 clusters Score -1058837 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1058843.625000 Penalty: 2688.116211
	Iteration 34Q: 3 clusters Score -1058844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1058849.875000 Penalty: 2688.116211
	Iteration 35Q: 3 clusters Score -1058850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1058854.875000 Penalty: 2688.116211
	Iteration 36Q: 3 clusters Score -1058855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1058857.125000 Penalty: 2688.116211
	Iteration 37Q: 3 clusters Score -1058857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1058861.000000 Penalty: 2688.116211
	Iteration 38Q: 3 clusters Score -1058861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1058862.625000 Penalty: 2688.116211
	Iteration 39Q: 3 clusters Score -1058863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1058866.375000 Penalty: 2688.116211
	Iteration 40F: 3 clusters Score -1058866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1058867.250000 Penalty: 2688.116211
	Iteration 41Q: 3 clusters Score -1058867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1058869.625000 Penalty: 2688.116211
	Iteration 42Q: 3 clusters Score -1058870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1058869.625000 Penalty: 2688.116211
	Iteration 43F: 3 clusters Score -1058870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 755 members 
Mstep: Class 1 contains 38237 members 
Mstep: Class 3 contains 32144 members 
Mstep: Class 4 contains 34535 members 
Mstep: Class 5 contains 58067 members 
Mstep: Class 6 contains 24346 members 
Mstep: Class 7 contains 5140 members 
Mstep: Class 8 contains 9961 members 
Mstep: Class 10 contains 1821 members 
Mstep: Class 11 contains 9596 members 
Mstep: Class 14 contains 3697 members 
Mstep: Class 15 contains 2935 members 
Mstep: Class 16 contains 17758 members 
Mstep: Class 17 contains 11951 members 
Mstep: Class 18 contains 38755 members 
Mstep: Class 19 contains 63923 members 
Mstep: Class 20 contains 1512 members 
Mstep: Class 21 contains 2175 members 
Mstep: Class 22 contains 8372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80856760.000000 Penalty: 57868.613281
Iteration 39Q: 30 clusters Score -8.085676e+07 nChanged 31051
Entering Unmasked Mstep 
Mstep: Class 0 contains 150 members 
Mstep: Class 1 contains 38493 members 
Mstep: Class 2 contains 6354 members 
Mstep: Class 3 contains 33716 members 
Mstep: Class 4 contains 34478 members 
Mstep: Class 5 contains 64894 members 
Mstep: Class 6 contains 24432 members 
Mstep: Class 7 contains 5990 members 
Mstep: Class 8 contains 10258 members 
Mstep: Class 9 contains 49227 members 
Mstep: Class 10 contains 1821 members 
Mstep: Class 11 contains 9611 members 
Mstep: Class 12 contains 83115 members 
Mstep: Class 13 contains 61972 members 
Mstep: Class 14 contains 3618 members 
Mstep: Class 15 contains 3479 members 
Mstep: Class 16 contains 17284 members 
Mstep: Class 17 contains 11952 members 
Mstep: Class 18 contains 39829 members 
Mstep: Class 19 contains 64478 members 
Mstep: Class 20 contains 1685 members 
Mstep: Class 21 contains 2197 members 
Mstep: Class 22 contains 8712 members 
Mstep: Class 23 contains 1107 members 
Mstep: Class 24 contains 5866 members 
Mstep: Class 25 contains 9119 members 
Mstep: Class 26 contains 36605 members 
Mstep: Class 27 contains 22044 members 
Mstep: Class 28 contains 9617 members 
Mstep: Class 29 contains 4808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80894696.000000 Penalty: 57868.613281
Iteration 40F: 30 clusters Score -8.08947e+07 nChanged 22352
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 37808 members 
Mstep: Class 2 contains 6607 members 
Mstep: Class 3 contains 33501 members 
Mstep: Class 4 contains 34376 members 
Mstep: Class 5 contains 68447 members 
Mstep: Class 6 contains 24312 members 
Mstep: Class 7 contains 6388 members 
Mstep: Class 8 contains 9998 members 
Mstep: Class 9 contains 49469 members 
Mstep: Class 10 contains 1852 members 
Mstep: Class 11 contains 9621 members 
Mstep: Class 12 contains 83501 members 
Mstep: Class 13 contains 58605 members 
Mstep: Class 14 contains 3573 members 
Mstep: Class 15 contains 3727 members 
Mstep: Class 16 contains 17029 members 
Mstep: Class 17 contains 11702 members 
Mstep: Class 18 contains 39172 members 
Mstep: Class 19 contains 64146 members 
Mstep: Class 20 contains 1710 members 
Mstep: Class 21 contains 2054 members 
Mstep: Class 22 contains 8805 members 
Mstep: Class 23 contains 1215 members 
Mstep: Class 24 contains 6486 members 
Mstep: Class 25 contains 9095 members 
Mstep: Class 26 contains 36776 members 
Mstep: Class 27 contains 22462 members 
Mstep: Class 28 contains 9602 members 
Mstep: Class 29 contains 4863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80900440.000000 Penalty: 57868.613281
Iteration 41Q: 30 clusters Score -8.090044e+07 nChanged 13982
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 37057 members 
Mstep: Class 2 contains 6746 members 
Mstep: Class 3 contains 33398 members 
Mstep: Class 4 contains 34332 members 
Mstep: Class 5 contains 71533 members 
Mstep: Class 6 contains 24226 members 
Mstep: Class 7 contains 6639 members 
Mstep: Class 8 contains 9825 members 
Mstep: Class 9 contains 50355 members 
Mstep: Class 10 contains 1872 members 
Mstep: Class 11 contains 9745 members 
Mstep: Class 12 contains 83090 members 
Mstep: Class 13 contains 55759 members 
Mstep: Class 14 contains 3536 members 
Mstep: Class 15 contains 3923 members 
Mstep: Class 16 contains 16928 members 
Mstep: Class 17 contains 11517 members 
Mstep: Class 18 contains 38736 members 
Mstep: Class 19 contains 63912 members 
Mstep: Class 20 contains 1754 members 
Mstep: Class 21 contains 1955 members 
Mstep: Class 22 contains 8845 members 
Mstep: Class 23 contains 1194 members 
Mstep: Class 24 contains 6929 members 
Mstep: Class 25 contains 9024 members 
Mstep: Class 26 contains 36948 members 
Mstep: Class 27 contains 22681 members 
Mstep: Class 28 contains 9538 members 
Mstep: Class 29 contains 4907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80903048.000000 Penalty: 57868.613281
Iteration 42Q: 30 clusters Score -8.090305e+07 nChanged 11405
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 36330 members 
Mstep: Class 2 contains 6813 members 
Mstep: Class 3 contains 33337 members 
Mstep: Class 4 contains 34326 members 
Mstep: Class 5 contains 74228 members 
Mstep: Class 6 contains 24182 members 
Mstep: Class 7 contains 6856 members 
Mstep: Class 8 contains 9670 members 
Mstep: Class 9 contains 51599 members 
Mstep: Class 10 contains 1889 members 
Mstep: Class 11 contains 9860 members 
Mstep: Class 12 contains 82189 members 
Mstep: Class 13 contains 53340 members 
Mstep: Class 14 contains 3508 members 
Mstep: Class 15 contains 4077 members 
Mstep: Class 16 contains 16885 members 
Mstep: Class 17 contains 11378 members 
Mstep: Class 18 contains 38389 members 
Mstep: Class 19 contains 63739 members 
Mstep: Class 20 contains 1785 members 
Mstep: Class 21 contains 1867 members 
Mstep: Class 22 contains 8855 members 
Mstep: Class 23 contains 1175 members 
Mstep: Class 24 contains 7290 members 
Mstep: Class 25 contains 8976 members 
Mstep: Class 26 contains 37090 members 
Mstep: Class 27 contains 22819 members 
Mstep: Class 28 contains 9506 members 
Mstep: Class 29 contains 4946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80905632.000000 Penalty: 57868.613281
Iteration 43Q: 30 clusters Score -8.090563e+07 nChanged 9823
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 35586 members 
Mstep: Class 2 contains 6846 members 
Mstep: Class 3 contains 33319 members 
Mstep: Class 4 contains 34309 members 
Mstep: Class 5 contains 76592 members 
Mstep: Class 6 contains 24152 members 
Mstep: Class 7 contains 7049 members 
Mstep: Class 8 contains 9535 members 
Mstep: Class 9 contains 53032 members 
Mstep: Class 10 contains 1895 members 
Mstep: Class 11 contains 9960 members 
Mstep: Class 12 contains 80775 members 
Mstep: Class 13 contains 51610 members 
Mstep: Class 14 contains 3484 members 
Mstep: Class 15 contains 4187 members 
Mstep: Class 16 contains 16864 members 
Mstep: Class 17 contains 11286 members 
Mstep: Class 18 contains 38098 members 
Mstep: Class 19 contains 63581 members 
Mstep: Class 20 contains 1812 members 
Mstep: Class 21 contains 1797 members 
Mstep: Class 22 contains 8857 members 
Mstep: Class 23 contains 1167 members 
Mstep: Class 24 contains 7596 members 
Mstep: Class 25 contains 8920 members 
Mstep: Class 26 contains 37243 members 
Mstep: Class 27 contains 22926 members 
Mstep: Class 28 contains 9452 members 
Mstep: Class 29 contains 4974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80908152.000000 Penalty: 57868.613281
Iteration 44Q: 30 clusters Score -8.090815e+07 nChanged 8843
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 34708 members 
Mstep: Class 2 contains 6865 members 
Mstep: Class 3 contains 33246 members 
Mstep: Class 4 contains 34313 members 
Mstep: Class 5 contains 78569 members 
Mstep: Class 6 contains 24136 members 
Mstep: Class 7 contains 7264 members 
Mstep: Class 8 contains 9434 members 
Mstep: Class 9 contains 54514 members 
Mstep: Class 10 contains 1901 members 
Mstep: Class 11 contains 10027 members 
Mstep: Class 12 contains 79044 members 
Mstep: Class 13 contains 50646 members 
Mstep: Class 14 contains 3474 members 
Mstep: Class 15 contains 4287 members 
Mstep: Class 16 contains 16857 members 
Mstep: Class 17 contains 11187 members 
Mstep: Class 18 contains 37885 members 
Mstep: Class 19 contains 63460 members 
Mstep: Class 20 contains 1827 members 
Mstep: Class 21 contains 1732 members 
Mstep: Class 22 contains 8854 members 
Mstep: Class 23 contains 1161 members 
Mstep: Class 24 contains 7875 members 
Mstep: Class 25 contains 8884 members 
Mstep: Class 26 contains 37364 members 
Mstep: Class 27 contains 23000 members 
Mstep: Class 28 contains 9402 members 
Mstep: Class 29 contains 4988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80910264.000000 Penalty: 57868.613281
Iteration 45Q: 30 clusters Score -8.091026e+07 nChanged 8247
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 33723 members 
Mstep: Class 2 contains 6878 members 
Mstep: Class 3 contains 33165 members 
Mstep: Class 4 contains 34304 members 
Mstep: Class 5 contains 80009 members 
Mstep: Class 6 contains 24124 members 
Mstep: Class 7 contains 7475 members 
Mstep: Class 8 contains 9369 members 
Mstep: Class 9 contains 55940 members 
Mstep: Class 10 contains 1905 members 
Mstep: Class 11 contains 10096 members 
Mstep: Class 12 contains 77407 members 
Mstep: Class 13 contains 50255 members 
Mstep: Class 14 contains 3466 members 
Mstep: Class 15 contains 4366 members 
Mstep: Class 16 contains 16882 members 
Mstep: Class 17 contains 11089 members 
Mstep: Class 18 contains 37651 members 
Mstep: Class 19 contains 63406 members 
Mstep: Class 20 contains 1844 members 
Mstep: Class 21 contains 1694 members 
Mstep: Class 22 contains 8840 members 
Mstep: Class 23 contains 1156 members 
Mstep: Class 24 contains 8109 members 
Mstep: Class 25 contains 8836 members 
Mstep: Class 26 contains 37516 members 
Mstep: Class 27 contains 23054 members 
Mstep: Class 28 contains 9356 members 
Mstep: Class 29 contains 4989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80911520.000000 Penalty: 57868.613281
Iteration 46Q: 30 clusters Score -8.091152e+07 nChanged 7676
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 32581 members 
Mstep: Class 2 contains 6888 members 
Mstep: Class 3 contains 33146 members 
Mstep: Class 4 contains 34287 members 
Mstep: Class 5 contains 80994 members 
Mstep: Class 6 contains 24124 members 
Mstep: Class 7 contains 7657 members 
Mstep: Class 8 contains 9334 members 
Mstep: Class 9 contains 57337 members 
Mstep: Class 10 contains 1907 members 
Mstep: Class 11 contains 10158 members 
Mstep: Class 12 contains 75925 members 
Mstep: Class 13 contains 50329 members 
Mstep: Class 14 contains 3455 members 
Mstep: Class 15 contains 4426 members 
Mstep: Class 16 contains 16900 members 
Mstep: Class 17 contains 10997 members 
Mstep: Class 18 contains 37410 members 
Mstep: Class 19 contains 63376 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 1665 members 
Mstep: Class 22 contains 8835 members 
Mstep: Class 23 contains 1153 members 
Mstep: Class 24 contains 8301 members 
Mstep: Class 25 contains 8798 members 
Mstep: Class 26 contains 37675 members 
Mstep: Class 27 contains 23094 members 
Mstep: Class 28 contains 9303 members 
Mstep: Class 29 contains 4999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80912752.000000 Penalty: 57868.613281
Iteration 47Q: 30 clusters Score -8.091275e+07 nChanged 7618
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 31258 members 
Mstep: Class 2 contains 6893 members 
Mstep: Class 3 contains 33103 members 
Mstep: Class 4 contains 34298 members 
Mstep: Class 5 contains 81446 members 
Mstep: Class 6 contains 24125 members 
Mstep: Class 7 contains 7869 members 
Mstep: Class 8 contains 9308 members 
Mstep: Class 9 contains 58742 members 
Mstep: Class 10 contains 1908 members 
Mstep: Class 11 contains 10220 members 
Mstep: Class 12 contains 74729 members 
Mstep: Class 13 contains 50760 members 
Mstep: Class 14 contains 3438 members 
Mstep: Class 15 contains 4481 members 
Mstep: Class 16 contains 16917 members 
Mstep: Class 17 contains 10920 members 
Mstep: Class 18 contains 37189 members 
Mstep: Class 19 contains 63378 members 
Mstep: Class 20 contains 1857 members 
Mstep: Class 21 contains 1619 members 
Mstep: Class 22 contains 8830 members 
Mstep: Class 23 contains 1151 members 
Mstep: Class 24 contains 8466 members 
Mstep: Class 25 contains 8758 members 
Mstep: Class 26 contains 37866 members 
Mstep: Class 27 contains 23123 members 
Mstep: Class 28 contains 9259 members 
Mstep: Class 29 contains 4993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80913944.000000 Penalty: 57868.613281
Iteration 48Q: 30 clusters Score -8.091394e+07 nChanged 7790
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 29737 members 
Mstep: Class 2 contains 6898 members 
Mstep: Class 3 contains 33125 members 
Mstep: Class 4 contains 34301 members 
Mstep: Class 5 contains 81494 members 
Mstep: Class 6 contains 24117 members 
Mstep: Class 7 contains 8105 members 
Mstep: Class 8 contains 9300 members 
Mstep: Class 9 contains 60171 members 
Mstep: Class 10 contains 1909 members 
Mstep: Class 11 contains 10280 members 
Mstep: Class 12 contains 73795 members 
Mstep: Class 13 contains 51455 members 
Mstep: Class 14 contains 3431 members 
Mstep: Class 15 contains 4528 members 
Mstep: Class 16 contains 16936 members 
Mstep: Class 17 contains 10868 members 
Mstep: Class 18 contains 36975 members 
Mstep: Class 19 contains 63397 members 
Mstep: Class 20 contains 1853 members 
Mstep: Class 21 contains 1581 members 
Mstep: Class 22 contains 8829 members 
Mstep: Class 23 contains 1150 members 
Mstep: Class 24 contains 8601 members 
Mstep: Class 25 contains 8716 members 
Mstep: Class 26 contains 38027 members 
Mstep: Class 27 contains 23141 members 
Mstep: Class 28 contains 9206 members 
Mstep: Class 29 contains 4978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80916096.000000 Penalty: 57868.613281
Iteration 49Q: 30 clusters Score -8.09161e+07 nChanged 7995
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 27866 members 
Mstep: Class 2 contains 6899 members 
Mstep: Class 3 contains 33120 members 
Mstep: Class 4 contains 34331 members 
Mstep: Class 5 contains 81388 members 
Mstep: Class 6 contains 24120 members 
Mstep: Class 7 contains 8307 members 
Mstep: Class 8 contains 9298 members 
Mstep: Class 9 contains 61587 members 
Mstep: Class 10 contains 1910 members 
Mstep: Class 11 contains 10336 members 
Mstep: Class 12 contains 73074 members 
Mstep: Class 13 contains 52457 members 
Mstep: Class 14 contains 3416 members 
Mstep: Class 15 contains 4592 members 
Mstep: Class 16 contains 16955 members 
Mstep: Class 17 contains 10829 members 
Mstep: Class 18 contains 36756 members 
Mstep: Class 19 contains 63414 members 
Mstep: Class 20 contains 1858 members 
Mstep: Class 21 contains 1552 members 
Mstep: Class 22 contains 8830 members 
Mstep: Class 23 contains 1149 members 
Mstep: Class 24 contains 8735 members 
Mstep: Class 25 contains 8667 members 
Mstep: Class 26 contains 38179 members 
Mstep: Class 27 contains 23152 members 
Mstep: Class 28 contains 9147 members 
Mstep: Class 29 contains 4980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80918896.000000 Penalty: 57868.613281
Iteration 50Q: 30 clusters Score -8.09189e+07 nChanged 8430
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 25670 members 
Mstep: Class 2 contains 6902 members 
Mstep: Class 3 contains 33130 members 
Mstep: Class 4 contains 34365 members 
Mstep: Class 5 contains 81176 members 
Mstep: Class 6 contains 24128 members 
Mstep: Class 7 contains 8534 members 
Mstep: Class 8 contains 9300 members 
Mstep: Class 9 contains 63026 members 
Mstep: Class 10 contains 1910 members 
Mstep: Class 11 contains 10365 members 
Mstep: Class 12 contains 72437 members 
Mstep: Class 13 contains 53781 members 
Mstep: Class 14 contains 3403 members 
Mstep: Class 15 contains 4646 members 
Mstep: Class 16 contains 16970 members 
Mstep: Class 17 contains 10788 members 
Mstep: Class 18 contains 36536 members 
Mstep: Class 19 contains 63469 members 
Mstep: Class 20 contains 1860 members 
Mstep: Class 21 contains 1512 members 
Mstep: Class 22 contains 8831 members 
Mstep: Class 23 contains 1149 members 
Mstep: Class 24 contains 8838 members 
Mstep: Class 25 contains 8646 members 
Mstep: Class 26 contains 38318 members 
Mstep: Class 27 contains 23143 members 
Mstep: Class 28 contains 9093 members 
Mstep: Class 29 contains 4978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80922776.000000 Penalty: 57868.613281
Iteration 51Q: 30 clusters Score -8.092278e+07 nChanged 9143
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 23278 members 
Mstep: Class 2 contains 6906 members 
Mstep: Class 3 contains 33111 members 
Mstep: Class 4 contains 34422 members 
Mstep: Class 5 contains 80761 members 
Mstep: Class 6 contains 24127 members 
Mstep: Class 7 contains 8807 members 
Mstep: Class 8 contains 9313 members 
Mstep: Class 9 contains 64411 members 
Mstep: Class 10 contains 1910 members 
Mstep: Class 11 contains 10399 members 
Mstep: Class 12 contains 72081 members 
Mstep: Class 13 contains 55245 members 
Mstep: Class 14 contains 3391 members 
Mstep: Class 15 contains 4692 members 
Mstep: Class 16 contains 16999 members 
Mstep: Class 17 contains 10733 members 
Mstep: Class 18 contains 36280 members 
Mstep: Class 19 contains 63569 members 
Mstep: Class 20 contains 1852 members 
Mstep: Class 21 contains 1485 members 
Mstep: Class 22 contains 8838 members 
Mstep: Class 23 contains 1149 members 
Mstep: Class 24 contains 8944 members 
Mstep: Class 25 contains 8629 members 
Mstep: Class 26 contains 38471 members 
Mstep: Class 27 contains 23089 members 
Mstep: Class 28 contains 9044 members 
Mstep: Class 29 contains 4968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80929680.000000 Penalty: 57868.613281
Iteration 52Q: 30 clusters Score -8.092968e+07 nChanged 9193
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 6905 members 
Mstep: Class 3 contains 33164 members 
Mstep: Class 4 contains 34522 members 
Mstep: Class 5 contains 80236 members 
Mstep: Class 6 contains 24137 members 
Mstep: Class 7 contains 9058 members 
Mstep: Class 8 contains 9346 members 
Mstep: Class 9 contains 65934 members 
Mstep: Class 10 contains 1910 members 
Mstep: Class 11 contains 10439 members 
Mstep: Class 12 contains 71715 members 
Mstep: Class 13 contains 56043 members 
Mstep: Class 14 contains 3383 members 
Mstep: Class 15 contains 4742 members 
Mstep: Class 16 contains 17054 members 
Mstep: Class 17 contains 10682 members 
Mstep: Class 18 contains 35932 members 
Mstep: Class 19 contains 63763 members 
Mstep: Class 20 contains 1853 members 
Mstep: Class 21 contains 1461 members 
Mstep: Class 22 contains 8837 members 
Mstep: Class 23 contains 1149 members 
Mstep: Class 24 contains 9025 members 
Mstep: Class 25 contains 8610 members 
Mstep: Class 26 contains 38566 members 
Mstep: Class 27 contains 22992 members 
Mstep: Class 28 contains 9003 members 
Mstep: Class 29 contains 4960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80943024.000000 Penalty: 57868.613281
Iteration 53Q: 30 clusters Score -8.094302e+07 nChanged 8524
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 21389 members 
Mstep: Class 2 contains 6905 members 
Mstep: Class 3 contains 33255 members 
Mstep: Class 4 contains 34612 members 
Mstep: Class 5 contains 79611 members 
Mstep: Class 6 contains 24143 members 
Mstep: Class 7 contains 9290 members 
Mstep: Class 8 contains 9378 members 
Mstep: Class 9 contains 67549 members 
Mstep: Class 10 contains 1910 members 
Mstep: Class 11 contains 10484 members 
Mstep: Class 12 contains 71488 members 
Mstep: Class 13 contains 55286 members 
Mstep: Class 14 contains 3374 members 
Mstep: Class 15 contains 4780 members 
Mstep: Class 16 contains 17149 members 
Mstep: Class 17 contains 10641 members 
Mstep: Class 18 contains 35283 members 
Mstep: Class 19 contains 64007 members 
Mstep: Class 20 contains 1861 members 
Mstep: Class 21 contains 1446 members 
Mstep: Class 22 contains 8830 members 
Mstep: Class 23 contains 1149 members 
Mstep: Class 24 contains 9103 members 
Mstep: Class 25 contains 8566 members 
Mstep: Class 26 contains 38686 members 
Mstep: Class 27 contains 22812 members 
Mstep: Class 28 contains 8961 members 
Mstep: Class 29 contains 4956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80948120.000000 Penalty: 57868.613281
Iteration 54Q: 30 clusters Score -8.094812e+07 nChanged 7333
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 6912 members 
Mstep: Class 3 contains 33311 members 
Mstep: Class 4 contains 34671 members 
Mstep: Class 5 contains 79111 members 
Mstep: Class 6 contains 24172 members 
Mstep: Class 7 contains 9503 members 
Mstep: Class 8 contains 9428 members 
Mstep: Class 9 contains 69166 members 
Mstep: Class 10 contains 1910 members 
Mstep: Class 11 contains 10534 members 
Mstep: Class 12 contains 71291 members 
Mstep: Class 13 contains 54235 members 
Mstep: Class 14 contains 3364 members 
Mstep: Class 15 contains 4817 members 
Mstep: Class 16 contains 17201 members 
Mstep: Class 17 contains 10601 members 
Mstep: Class 18 contains 34779 members 
Mstep: Class 19 contains 64216 members 
Mstep: Class 20 contains 1864 members 
Mstep: Class 21 contains 1438 members 
Mstep: Class 22 contains 8821 members 
Mstep: Class 23 contains 1149 members 
Mstep: Class 24 contains 9172 members 
Mstep: Class 25 contains 8521 members 
Mstep: Class 26 contains 38773 members 
Mstep: Class 27 contains 22692 members 
Mstep: Class 28 contains 8916 members 
Mstep: Class 29 contains 4951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80950192.000000 Penalty: 57868.613281
Iteration 55Q: 30 clusters Score -8.095019e+07 nChanged 6474
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 6915 members 
Mstep: Class 3 contains 33397 members 
Mstep: Class 4 contains 34691 members 
Mstep: Class 5 contains 78631 members 
Mstep: Class 6 contains 24169 members 
Mstep: Class 7 contains 9682 members 
Mstep: Class 8 contains 9449 members 
Mstep: Class 9 contains 70841 members 
Mstep: Class 10 contains 1910 members 
Mstep: Class 11 contains 10579 members 
Mstep: Class 12 contains 71006 members 
Mstep: Class 13 contains 53163 members 
Mstep: Class 14 contains 3361 members 
Mstep: Class 15 contains 4840 members 
Mstep: Class 16 contains 17237 members 
Mstep: Class 17 contains 10551 members 
Mstep: Class 18 contains 34431 members 
Mstep: Class 19 contains 64321 members 
Mstep: Class 20 contains 1863 members 
Mstep: Class 21 contains 1429 members 
Mstep: Class 22 contains 8815 members 
Mstep: Class 23 contains 1149 members 
Mstep: Class 24 contains 9253 members 
Mstep: Class 25 contains 8486 members 
Mstep: Class 26 contains 38842 members 
Mstep: Class 27 contains 22607 members 
Mstep: Class 28 contains 8873 members 
Mstep: Class 29 contains 4950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80951296.000000 Penalty: 57868.613281
Iteration 56Q: 30 clusters Score -8.09513e+07 nChanged 6047
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 6917 members 
Mstep: Class 3 contains 33452 members 
Mstep: Class 4 contains 34714 members 
Mstep: Class 5 contains 78159 members 
Mstep: Class 6 contains 24167 members 
Mstep: Class 7 contains 9829 members 
Mstep: Class 8 contains 9462 members 
Mstep: Class 9 contains 72496 members 
Mstep: Class 10 contains 1910 members 
Mstep: Class 11 contains 10614 members 
Mstep: Class 12 contains 70729 members 
Mstep: Class 13 contains 52151 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 15 contains 4867 members 
Mstep: Class 16 contains 17256 members 
Mstep: Class 17 contains 10529 members 
Mstep: Class 18 contains 34143 members 
Mstep: Class 19 contains 64380 members 
Mstep: Class 20 contains 1865 members 
Mstep: Class 21 contains 1419 members 
Mstep: Class 22 contains 8811 members 
Mstep: Class 23 contains 1149 members 
Mstep: Class 24 contains 9327 members 
Mstep: Class 25 contains 8440 members 
Mstep: Class 26 contains 38883 members 
Mstep: Class 27 contains 22548 members 
Mstep: Class 28 contains 8838 members 
Mstep: Class 29 contains 4951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80952424.000000 Penalty: 57868.613281
Iteration 57Q: 30 clusters Score -8.095242e+07 nChanged 6138
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 6918 members 
Mstep: Class 3 contains 33477 members 
Mstep: Class 4 contains 34725 members 
Mstep: Class 5 contains 77701 members 
Mstep: Class 6 contains 24161 members 
Mstep: Class 7 contains 9951 members 
Mstep: Class 8 contains 9466 members 
Mstep: Class 9 contains 74183 members 
Mstep: Class 10 contains 1910 members 
Mstep: Class 11 contains 10647 members 
Mstep: Class 12 contains 70432 members 
Mstep: Class 13 contains 51138 members 
Mstep: Class 14 contains 3352 members 
Mstep: Class 15 contains 4888 members 
Mstep: Class 16 contains 17277 members 
Mstep: Class 17 contains 10514 members 
Mstep: Class 18 contains 33909 members 
Mstep: Class 19 contains 64437 members 
Mstep: Class 20 contains 1869 members 
Mstep: Class 21 contains 1405 members 
Mstep: Class 22 contains 8803 members 
Mstep: Class 23 contains 1149 members 
Mstep: Class 24 contains 9382 members 
Mstep: Class 25 contains 8411 members 
Mstep: Class 26 contains 38935 members 
Mstep: Class 27 contains 22510 members 
Mstep: Class 28 contains 8808 members 
Mstep: Class 29 contains 4953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80953288.000000 Penalty: 57868.613281
Iteration 58Q: 30 clusters Score -8.095329e+07 nChanged 5894
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 21630 members 
Mstep: Class 2 contains 6920 members 
Mstep: Class 3 contains 33489 members 
Mstep: Class 4 contains 34729 members 
Mstep: Class 5 contains 77147 members 
Mstep: Class 6 contains 24168 members 
Mstep: Class 7 contains 10029 members 
Mstep: Class 8 contains 9460 members 
Mstep: Class 9 contains 75835 members 
Mstep: Class 10 contains 1910 members 
Mstep: Class 11 contains 10662 members 
Mstep: Class 12 contains 70191 members 
Mstep: Class 13 contains 50254 members 
Mstep: Class 14 contains 3355 members 
Mstep: Class 15 contains 4904 members 
Mstep: Class 16 contains 17291 members 
Mstep: Class 17 contains 10502 members 
Mstep: Class 18 contains 33701 members 
Mstep: Class 19 contains 64480 members 
Mstep: Class 20 contains 1875 members 
Mstep: Class 21 contains 1400 members 
Mstep: Class 22 contains 8803 members 
Mstep: Class 23 contains 1149 members 
Mstep: Class 24 contains 9430 members 
Mstep: Class 25 contains 8380 members 
Mstep: Class 26 contains 38997 members 
Mstep: Class 27 contains 22487 members 
Mstep: Class 28 contains 8773 members 
Mstep: Class 29 contains 4953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80954120.000000 Penalty: 57868.613281
Iteration 59Q: 30 clusters Score -8.095412e+07 nChanged 5862
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 21652 members 
Mstep: Class 2 contains 6923 members 
Mstep: Class 3 contains 33565 members 
Mstep: Class 4 contains 34732 members 
Mstep: Class 5 contains 76469 members 
Mstep: Class 6 contains 24169 members 
Mstep: Class 7 contains 10092 members 
Mstep: Class 8 contains 9458 members 
Mstep: Class 9 contains 77282 members 
Mstep: Class 10 contains 1910 members 
Mstep: Class 11 contains 10682 members 
Mstep: Class 12 contains 70156 members 
Mstep: Class 13 contains 49451 members 
Mstep: Class 14 contains 3355 members 
Mstep: Class 15 contains 4920 members 
Mstep: Class 16 contains 17304 members 
Mstep: Class 17 contains 10482 members 
Mstep: Class 18 contains 33538 members 
Mstep: Class 19 contains 64499 members 
Mstep: Class 20 contains 1880 members 
Mstep: Class 21 contains 1391 members 
Mstep: Class 22 contains 8799 members 
Mstep: Class 23 contains 1149 members 
Mstep: Class 24 contains 9479 members 
Mstep: Class 25 contains 8357 members 
Mstep: Class 26 contains 39030 members 
Mstep: Class 27 contains 22477 members 
Mstep: Class 28 contains 8746 members 
Mstep: Class 29 contains 4957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80955152.000000 Penalty: 57868.613281
Iteration 60F: 30 clusters Score -8.095515e+07 nChanged 5751
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 21662 members 
Mstep: Class 2 contains 6925 members 
Mstep: Class 3 contains 33692 members 
Mstep: Class 4 contains 34739 members 
Mstep: Class 5 contains 76021 members 
Mstep: Class 6 contains 24167 members 
Mstep: Class 7 contains 10154 members 
Mstep: Class 8 contains 9466 members 
Mstep: Class 9 contains 78438 members 
Mstep: Class 10 contains 1941 members 
Mstep: Class 11 contains 10702 members 
Mstep: Class 12 contains 70262 members 
Mstep: Class 13 contains 48507 members 
Mstep: Class 14 contains 3353 members 
Mstep: Class 15 contains 4935 members 
Mstep: Class 16 contains 17314 members 
Mstep: Class 17 contains 10468 members 
Mstep: Class 18 contains 33412 members 
Mstep: Class 19 contains 64524 members 
Mstep: Class 20 contains 1884 members 
Mstep: Class 21 contains 1379 members 
Mstep: Class 22 contains 8800 members 
Mstep: Class 23 contains 1115 members 
Mstep: Class 24 contains 9517 members 
Mstep: Class 25 contains 8313 members 
Mstep: Class 26 contains 39077 members 
Mstep: Class 27 contains 22468 members 
Mstep: Class 28 contains 8713 members 
Mstep: Class 29 contains 4957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80956416.000000 Penalty: 57868.613281
Iteration 61Q: 30 clusters Score -8.095642e+07 nChanged 5425
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 6924 members 
Mstep: Class 3 contains 33879 members 
Mstep: Class 4 contains 34744 members 
Mstep: Class 5 contains 75634 members 
Mstep: Class 6 contains 24166 members 
Mstep: Class 7 contains 10198 members 
Mstep: Class 8 contains 9472 members 
Mstep: Class 9 contains 79326 members 
Mstep: Class 10 contains 1944 members 
Mstep: Class 11 contains 10724 members 
Mstep: Class 12 contains 70514 members 
Mstep: Class 13 contains 47588 members 
Mstep: Class 14 contains 3352 members 
Mstep: Class 15 contains 4957 members 
Mstep: Class 16 contains 17324 members 
Mstep: Class 17 contains 10452 members 
Mstep: Class 18 contains 33311 members 
Mstep: Class 19 contains 64543 members 
Mstep: Class 20 contains 1888 members 
Mstep: Class 21 contains 1367 members 
Mstep: Class 22 contains 8799 members 
Mstep: Class 23 contains 1107 members 
Mstep: Class 24 contains 9549 members 
Mstep: Class 25 contains 8261 members 
Mstep: Class 26 contains 39117 members 
Mstep: Class 27 contains 22456 members 
Mstep: Class 28 contains 8680 members 
Mstep: Class 29 contains 4959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80957168.000000 Penalty: 57868.613281
Iteration 62Q: 30 clusters Score -8.095717e+07 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 21684 members 
Mstep: Class 2 contains 6922 members 
Mstep: Class 3 contains 34046 members 
Mstep: Class 4 contains 34750 members 
Mstep: Class 5 contains 75297 members 
Mstep: Class 6 contains 24169 members 
Mstep: Class 7 contains 10248 members 
Mstep: Class 8 contains 9473 members 
Mstep: Class 9 contains 79955 members 
Mstep: Class 10 contains 1943 members 
Mstep: Class 11 contains 10745 members 
Mstep: Class 12 contains 70940 members 
Mstep: Class 13 contains 46716 members 
Mstep: Class 14 contains 3352 members 
Mstep: Class 15 contains 4976 members 
Mstep: Class 16 contains 17334 members 
Mstep: Class 17 contains 10441 members 
Mstep: Class 18 contains 33207 members 
Mstep: Class 19 contains 64561 members 
Mstep: Class 20 contains 1896 members 
Mstep: Class 21 contains 1352 members 
Mstep: Class 22 contains 8794 members 
Mstep: Class 23 contains 1106 members 
Mstep: Class 24 contains 9581 members 
Mstep: Class 25 contains 8229 members 
Mstep: Class 26 contains 39148 members 
Mstep: Class 27 contains 22443 members 
Mstep: Class 28 contains 8636 members 
Mstep: Class 29 contains 4961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80957736.000000 Penalty: 57868.613281
Iteration 63Q: 30 clusters Score -8.095774e+07 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 21694 members 
Mstep: Class 2 contains 6921 members 
Mstep: Class 3 contains 34253 members 
Mstep: Class 4 contains 34748 members 
Mstep: Class 5 contains 74841 members 
Mstep: Class 6 contains 24175 members 
Mstep: Class 7 contains 10316 members 
Mstep: Class 8 contains 9475 members 
Mstep: Class 9 contains 80409 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 10768 members 
Mstep: Class 12 contains 71560 members 
Mstep: Class 13 contains 45893 members 
Mstep: Class 14 contains 3354 members 
Mstep: Class 15 contains 4987 members 
Mstep: Class 16 contains 17348 members 
Mstep: Class 17 contains 10426 members 
Mstep: Class 18 contains 33139 members 
Mstep: Class 19 contains 64564 members 
Mstep: Class 20 contains 1898 members 
Mstep: Class 21 contains 1328 members 
Mstep: Class 22 contains 8791 members 
Mstep: Class 23 contains 1106 members 
Mstep: Class 24 contains 9603 members 
Mstep: Class 25 contains 8209 members 
Mstep: Class 26 contains 39181 members 
Mstep: Class 27 contains 22437 members 
Mstep: Class 28 contains 8578 members 
Mstep: Class 29 contains 4961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80957936.000000 Penalty: 57868.613281
Iteration 64Q: 30 clusters Score -8.095794e+07 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 6922 members 
Mstep: Class 3 contains 34437 members 
Mstep: Class 4 contains 34740 members 
Mstep: Class 5 contains 74380 members 
Mstep: Class 6 contains 24179 members 
Mstep: Class 7 contains 10382 members 
Mstep: Class 8 contains 9485 members 
Mstep: Class 9 contains 80724 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 10781 members 
Mstep: Class 12 contains 72275 members 
Mstep: Class 13 contains 45179 members 
Mstep: Class 14 contains 3355 members 
Mstep: Class 15 contains 5003 members 
Mstep: Class 16 contains 17348 members 
Mstep: Class 17 contains 10411 members 
Mstep: Class 18 contains 33074 members 
Mstep: Class 19 contains 64566 members 
Mstep: Class 20 contains 1897 members 
Mstep: Class 21 contains 1313 members 
Mstep: Class 22 contains 8785 members 
Mstep: Class 23 contains 1106 members 
Mstep: Class 24 contains 9612 members 
Mstep: Class 25 contains 8185 members 
Mstep: Class 26 contains 39207 members 
Mstep: Class 27 contains 22435 members 
Mstep: Class 28 contains 8523 members 
Mstep: Class 29 contains 4959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80958472.000000 Penalty: 57868.613281
Iteration 65Q: 30 clusters Score -8.095847e+07 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 6923 members 
Mstep: Class 3 contains 34573 members 
Mstep: Class 4 contains 34739 members 
Mstep: Class 5 contains 74027 members 
Mstep: Class 6 contains 24179 members 
Mstep: Class 7 contains 10441 members 
Mstep: Class 8 contains 9491 members 
Mstep: Class 9 contains 80974 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 10795 members 
Mstep: Class 12 contains 72927 members 
Mstep: Class 13 contains 44522 members 
Mstep: Class 14 contains 3355 members 
Mstep: Class 15 contains 5024 members 
Mstep: Class 16 contains 17347 members 
Mstep: Class 17 contains 10390 members 
Mstep: Class 18 contains 33025 members 
Mstep: Class 19 contains 64570 members 
Mstep: Class 20 contains 1897 members 
Mstep: Class 21 contains 1289 members 
Mstep: Class 22 contains 8782 members 
Mstep: Class 23 contains 1106 members 
Mstep: Class 24 contains 9620 members 
Mstep: Class 25 contains 8161 members 
Mstep: Class 26 contains 39229 members 
Mstep: Class 27 contains 22436 members 
Mstep: Class 28 contains 8479 members 
Mstep: Class 29 contains 4959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80958384.000000 Penalty: 57868.613281
Iteration 66Q: 30 clusters Score -8.095838e+07 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 6923 members 
Mstep: Class 3 contains 34715 members 
Mstep: Class 4 contains 34737 members 
Mstep: Class 5 contains 73737 members 
Mstep: Class 6 contains 24179 members 
Mstep: Class 7 contains 10505 members 
Mstep: Class 8 contains 9499 members 
Mstep: Class 9 contains 81089 members 
Mstep: Class 10 contains 1942 members 
Mstep: Class 11 contains 10801 members 
Mstep: Class 12 contains 73570 members 
Mstep: Class 13 contains 43947 members 
Mstep: Class 14 contains 3352 members 
Mstep: Class 15 contains 5035 members 
Mstep: Class 16 contains 17347 members 
Mstep: Class 17 contains 10376 members 
Mstep: Class 18 contains 32953 members 
Mstep: Class 19 contains 64576 members 
Mstep: Class 20 contains 1893 members 
Mstep: Class 21 contains 1275 members 
Mstep: Class 22 contains 8781 members 
Mstep: Class 23 contains 1106 members 
Mstep: Class 24 contains 9630 members 
Mstep: Class 25 contains 8157 members 
Mstep: Class 26 contains 39252 members 
Mstep: Class 27 contains 22439 members 
Mstep: Class 28 contains 8425 members 
Mstep: Class 29 contains 4959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80958232.000000 Penalty: 57868.613281
Iteration 67Q: 30 clusters Score -8.095823e+07 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 6924 members 
Mstep: Class 3 contains 34866 members 
Mstep: Class 4 contains 34744 members 
Mstep: Class 5 contains 73500 members 
Mstep: Class 6 contains 24173 members 
Mstep: Class 7 contains 10566 members 
Mstep: Class 8 contains 9506 members 
Mstep: Class 9 contains 81189 members 
Mstep: Class 10 contains 1941 members 
Mstep: Class 11 contains 10812 members 
Mstep: Class 12 contains 74107 members 
Mstep: Class 13 contains 43392 members 
Mstep: Class 14 contains 3345 members 
Mstep: Class 15 contains 5046 members 
Mstep: Class 16 contains 17352 members 
Mstep: Class 17 contains 10353 members 
Mstep: Class 18 contains 32899 members 
Mstep: Class 19 contains 64577 members 
Mstep: Class 20 contains 1893 members 
Mstep: Class 21 contains 1272 members 
Mstep: Class 22 contains 8782 members 
Mstep: Class 23 contains 1106 members 
Mstep: Class 24 contains 9641 members 
Mstep: Class 25 contains 8150 members 
Mstep: Class 26 contains 39299 members 
Mstep: Class 27 contains 22436 members 
Mstep: Class 28 contains 8369 members 
Mstep: Class 29 contains 4959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80958344.000000 Penalty: 57868.613281
Iteration 68Q: 30 clusters Score -8.095834e+07 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 6926 members 
Mstep: Class 3 contains 34977 members 
Mstep: Class 4 contains 34749 members 
Mstep: Class 5 contains 73411 members 
Mstep: Class 6 contains 24166 members 
Mstep: Class 7 contains 10605 members 
Mstep: Class 8 contains 9505 members 
Mstep: Class 9 contains 81282 members 
Mstep: Class 10 contains 1941 members 
Mstep: Class 11 contains 10818 members 
Mstep: Class 12 contains 74543 members 
Mstep: Class 13 contains 42840 members 
Mstep: Class 14 contains 3340 members 
Mstep: Class 15 contains 5054 members 
Mstep: Class 16 contains 17357 members 
Mstep: Class 17 contains 10340 members 
Mstep: Class 18 contains 32839 members 
Mstep: Class 19 contains 64578 members 
Mstep: Class 20 contains 1895 members 
Mstep: Class 21 contains 1263 members 
Mstep: Class 22 contains 8780 members 
Mstep: Class 23 contains 1106 members 
Mstep: Class 24 contains 9660 members 
Mstep: Class 25 contains 8148 members 
Mstep: Class 26 contains 39354 members 
Mstep: Class 27 contains 22436 members 
Mstep: Class 28 contains 8328 members 
Mstep: Class 29 contains 4958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80958256.000000 Penalty: 57868.613281
Iteration 69Q: 30 clusters Score -8.095826e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 6925 members 
Mstep: Class 3 contains 35118 members 
Mstep: Class 4 contains 34752 members 
Mstep: Class 5 contains 73392 members 
Mstep: Class 6 contains 24165 members 
Mstep: Class 7 contains 10660 members 
Mstep: Class 8 contains 9496 members 
Mstep: Class 9 contains 81345 members 
Mstep: Class 10 contains 1941 members 
Mstep: Class 11 contains 10824 members 
Mstep: Class 12 contains 74896 members 
Mstep: Class 13 contains 42315 members 
Mstep: Class 14 contains 3338 members 
Mstep: Class 15 contains 5064 members 
Mstep: Class 16 contains 17358 members 
Mstep: Class 17 contains 10325 members 
Mstep: Class 18 contains 32785 members 
Mstep: Class 19 contains 64557 members 
Mstep: Class 20 contains 1897 members 
Mstep: Class 21 contains 1254 members 
Mstep: Class 22 contains 8777 members 
Mstep: Class 23 contains 1106 members 
Mstep: Class 24 contains 9677 members 
Mstep: Class 25 contains 8131 members 
Mstep: Class 26 contains 39426 members 
Mstep: Class 27 contains 22435 members 
Mstep: Class 28 contains 8280 members 
Mstep: Class 29 contains 4959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80958336.000000 Penalty: 57868.613281
Iteration 70Q: 30 clusters Score -8.095834e+07 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 6926 members 
Mstep: Class 3 contains 35252 members 
Mstep: Class 4 contains 34752 members 
Mstep: Class 5 contains 73380 members 
Mstep: Class 6 contains 24164 members 
Mstep: Class 7 contains 10693 members 
Mstep: Class 8 contains 9486 members 
Mstep: Class 9 contains 81438 members 
Mstep: Class 10 contains 1941 members 
Mstep: Class 11 contains 10829 members 
Mstep: Class 12 contains 75166 members 
Mstep: Class 13 contains 41826 members 
Mstep: Class 14 contains 3337 members 
Mstep: Class 15 contains 5071 members 
Mstep: Class 16 contains 17357 members 
Mstep: Class 17 contains 10324 members 
Mstep: Class 18 contains 32736 members 
Mstep: Class 19 contains 64549 members 
Mstep: Class 20 contains 1895 members 
Mstep: Class 21 contains 1246 members 
Mstep: Class 22 contains 8775 members 
Mstep: Class 23 contains 1106 members 
Mstep: Class 24 contains 9694 members 
Mstep: Class 25 contains 8110 members 
Mstep: Class 26 contains 39519 members 
Mstep: Class 27 contains 22436 members 
Mstep: Class 28 contains 8235 members 
Mstep: Class 29 contains 4955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80958496.000000 Penalty: 57868.613281
Iteration 71Q: 30 clusters Score -8.09585e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 6926 members 
Mstep: Class 3 contains 35358 members 
Mstep: Class 4 contains 34751 members 
Mstep: Class 5 contains 73410 members 
Mstep: Class 6 contains 24162 members 
Mstep: Class 7 contains 10721 members 
Mstep: Class 8 contains 9477 members 
Mstep: Class 9 contains 81554 members 
Mstep: Class 10 contains 1940 members 
Mstep: Class 11 contains 10833 members 
Mstep: Class 12 contains 75344 members 
Mstep: Class 13 contains 41388 members 
Mstep: Class 14 contains 3336 members 
Mstep: Class 15 contains 5082 members 
Mstep: Class 16 contains 17358 members 
Mstep: Class 17 contains 10315 members 
Mstep: Class 18 contains 32679 members 
Mstep: Class 19 contains 64545 members 
Mstep: Class 20 contains 1898 members 
Mstep: Class 21 contains 1242 members 
Mstep: Class 22 contains 8775 members 
Mstep: Class 23 contains 1106 members 
Mstep: Class 24 contains 9718 members 
Mstep: Class 25 contains 8087 members 
Mstep: Class 26 contains 39608 members 
Mstep: Class 27 contains 22435 members 
Mstep: Class 28 contains 8199 members 
Mstep: Class 29 contains 4951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80958400.000000 Penalty: 57868.613281
Iteration 72Q: 30 clusters Score -8.09584e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 6927 members 
Mstep: Class 3 contains 35483 members 
Mstep: Class 4 contains 34750 members 
Mstep: Class 5 contains 73500 members 
Mstep: Class 6 contains 24156 members 
Mstep: Class 7 contains 10759 members 
Mstep: Class 8 contains 9465 members 
Mstep: Class 9 contains 81639 members 
Mstep: Class 10 contains 1939 members 
Mstep: Class 11 contains 10841 members 
Mstep: Class 12 contains 75459 members 
Mstep: Class 13 contains 40966 members 
Mstep: Class 14 contains 3333 members 
Mstep: Class 15 contains 5078 members 
Mstep: Class 16 contains 17348 members 
Mstep: Class 17 contains 10320 members 
Mstep: Class 18 contains 32636 members 
Mstep: Class 19 contains 64538 members 
Mstep: Class 20 contains 1898 members 
Mstep: Class 21 contains 1242 members 
Mstep: Class 22 contains 8774 members 
Mstep: Class 23 contains 1106 members 
Mstep: Class 24 contains 9737 members 
Mstep: Class 25 contains 8061 members 
Mstep: Class 26 contains 39695 members 
Mstep: Class 27 contains 22434 members 
Mstep: Class 28 contains 8162 members 
Mstep: Class 29 contains 4952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80958440.000000 Penalty: 57868.613281
Iteration 73Q: 30 clusters Score -8.095844e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 6926 members 
Mstep: Class 3 contains 35573 members 
Mstep: Class 4 contains 34752 members 
Mstep: Class 5 contains 73717 members 
Mstep: Class 6 contains 24154 members 
Mstep: Class 7 contains 10799 members 
Mstep: Class 8 contains 9447 members 
Mstep: Class 9 contains 81662 members 
Mstep: Class 10 contains 1938 members 
Mstep: Class 11 contains 10847 members 
Mstep: Class 12 contains 75467 members 
Mstep: Class 13 contains 40594 members 
Mstep: Class 14 contains 3334 members 
Mstep: Class 15 contains 5076 members 
Mstep: Class 16 contains 17343 members 
Mstep: Class 17 contains 10317 members 
Mstep: Class 18 contains 32606 members 
Mstep: Class 19 contains 64539 members 
Mstep: Class 20 contains 1894 members 
Mstep: Class 21 contains 1235 members 
Mstep: Class 22 contains 8774 members 
Mstep: Class 23 contains 1106 members 
Mstep: Class 24 contains 9750 members 
Mstep: Class 25 contains 8048 members 
Mstep: Class 26 contains 39785 members 
Mstep: Class 27 contains 22435 members 
Mstep: Class 28 contains 8127 members 
Mstep: Class 29 contains 4953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80958576.000000 Penalty: 57868.613281
Iteration 74Q: 30 clusters Score -8.095858e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 6925 members 
Mstep: Class 3 contains 35679 members 
Mstep: Class 4 contains 34746 members 
Mstep: Class 5 contains 73946 members 
Mstep: Class 6 contains 24150 members 
Mstep: Class 7 contains 10833 members 
Mstep: Class 8 contains 9429 members 
Mstep: Class 9 contains 81708 members 
Mstep: Class 10 contains 1938 members 
Mstep: Class 11 contains 10853 members 
Mstep: Class 12 contains 75402 members 
Mstep: Class 13 contains 40263 members 
Mstep: Class 14 contains 3335 members 
Mstep: Class 15 contains 5089 members 
Mstep: Class 16 contains 17348 members 
Mstep: Class 17 contains 10314 members 
Mstep: Class 18 contains 32584 members 
Mstep: Class 19 contains 64534 members 
Mstep: Class 20 contains 1894 members 
Mstep: Class 21 contains 1233 members 
Mstep: Class 22 contains 8774 members 
Mstep: Class 23 contains 1106 members 
Mstep: Class 24 contains 9762 members 
Mstep: Class 25 contains 8022 members 
Mstep: Class 26 contains 39854 members 
Mstep: Class 27 contains 22435 members 
Mstep: Class 28 contains 8089 members 
Mstep: Class 29 contains 4953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80958672.000000 Penalty: 57868.613281
Iteration 75Q: 30 clusters Score -8.095867e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 6925 members 
Mstep: Class 3 contains 35812 members 
Mstep: Class 4 contains 34750 members 
Mstep: Class 5 contains 74191 members 
Mstep: Class 6 contains 24153 members 
Mstep: Class 7 contains 10885 members 
Mstep: Class 8 contains 9414 members 
Mstep: Class 9 contains 81804 members 
Mstep: Class 10 contains 1938 members 
Mstep: Class 11 contains 10860 members 
Mstep: Class 12 contains 75234 members 
Mstep: Class 13 contains 39951 members 
Mstep: Class 14 contains 3335 members 
Mstep: Class 15 contains 5107 members 
Mstep: Class 16 contains 17343 members 
Mstep: Class 17 contains 10309 members 
Mstep: Class 18 contains 32550 members 
Mstep: Class 19 contains 64525 members 
Mstep: Class 20 contains 1888 members 
Mstep: Class 21 contains 1231 members 
Mstep: Class 22 contains 8777 members 
Mstep: Class 23 contains 1106 members 
Mstep: Class 24 contains 9770 members 
Mstep: Class 25 contains 7991 members 
Mstep: Class 26 contains 39905 members 
Mstep: Class 27 contains 22436 members 
Mstep: Class 28 contains 8051 members 
Mstep: Class 29 contains 4956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80958984.000000 Penalty: 57868.613281
Iteration 76Q: 30 clusters Score -8.095898e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 21709 members 
Mstep: Class 2 contains 6924 members 
Mstep: Class 3 contains 35947 members 
Mstep: Class 4 contains 34752 members 
Mstep: Class 5 contains 74495 members 
Mstep: Class 6 contains 24151 members 
Mstep: Class 7 contains 10908 members 
Mstep: Class 8 contains 9400 members 
Mstep: Class 9 contains 81924 members 
Mstep: Class 10 contains 1938 members 
Mstep: Class 11 contains 10871 members 
Mstep: Class 12 contains 74986 members 
Mstep: Class 13 contains 39661 members 
Mstep: Class 14 contains 3334 members 
Mstep: Class 15 contains 5120 members 
Mstep: Class 16 contains 17342 members 
Mstep: Class 17 contains 10307 members 
Mstep: Class 18 contains 32508 members 
Mstep: Class 19 contains 64538 members 
Mstep: Class 20 contains 1885 members 
Mstep: Class 21 contains 1226 members 
Mstep: Class 22 contains 8773 members 
Mstep: Class 23 contains 1106 members 
Mstep: Class 24 contains 9773 members 
Mstep: Class 25 contains 7960 members 
Mstep: Class 26 contains 39963 members 
Mstep: Class 27 contains 22437 members 
Mstep: Class 28 contains 8015 members 
Mstep: Class 29 contains 4952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80959048.000000 Penalty: 57868.613281
Iteration 77Q: 30 clusters Score -8.095905e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 6925 members 
Mstep: Class 3 contains 36064 members 
Mstep: Class 4 contains 34758 members 
Mstep: Class 5 contains 74764 members 
Mstep: Class 6 contains 24147 members 
Mstep: Class 7 contains 10939 members 
Mstep: Class 8 contains 9394 members 
Mstep: Class 9 contains 82028 members 
Mstep: Class 10 contains 1938 members 
Mstep: Class 11 contains 10881 members 
Mstep: Class 12 contains 74763 members 
Mstep: Class 13 contains 39381 members 
Mstep: Class 14 contains 3333 members 
Mstep: Class 15 contains 5124 members 
Mstep: Class 16 contains 17337 members 
Mstep: Class 17 contains 10308 members 
Mstep: Class 18 contains 32463 members 
Mstep: Class 19 contains 64546 members 
Mstep: Class 20 contains 1884 members 
Mstep: Class 21 contains 1215 members 
Mstep: Class 22 contains 8772 members 
Mstep: Class 23 contains 1106 members 
Mstep: Class 24 contains 9779 members 
Mstep: Class 25 contains 7942 members 
Mstep: Class 26 contains 40032 members 
Mstep: Class 27 contains 22438 members 
Mstep: Class 28 contains 7979 members 
Mstep: Class 29 contains 4957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80958840.000000 Penalty: 57868.613281
Iteration 78Q: 30 clusters Score -8.095884e+07 nChanged 1559
Entering ConstructFrom: 
Score: -80958840.000000 Penalty: 57868.613281
Entering ConstructFrom: 
Trying to split cluster 1 (21707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Entering Unmasked Estep 
Score: -2758978.750000 Penalty: 1485.826050
	Iteration 0F: 2 clusters Score -2758979 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -2744773.750000 Penalty: 2971.652100
	Iteration 0F: 3 clusters Score -2744774 nChanged 9526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -2749859.750000 Penalty: 2971.652100
	Iteration 1F: 3 clusters Score -2749860 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -2750243.750000 Penalty: 2971.652100
	Iteration 2F: 3 clusters Score -2750244 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -2750548.000000 Penalty: 2971.652100
	Iteration 3Q: 3 clusters Score -2750548 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -2750837.000000 Penalty: 2971.652100
	Iteration 4Q: 3 clusters Score -2750837 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -2751124.750000 Penalty: 2971.652100
	Iteration 5Q: 3 clusters Score -2751125 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -2751394.000000 Penalty: 2971.652100
	Iteration 6Q: 3 clusters Score -2751394 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -2751639.500000 Penalty: 2971.652100
	Iteration 7Q: 3 clusters Score -2751640 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -2751927.250000 Penalty: 2971.652100
	Iteration 8Q: 3 clusters Score -2751927 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -2752235.750000 Penalty: 2971.652100
	Iteration 9Q: 3 clusters Score -2752236 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -2752595.750000 Penalty: 2971.652100
	Iteration 10Q: 3 clusters Score -2752596 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -2752966.750000 Penalty: 2971.652100
	Iteration 11Q: 3 clusters Score -2752967 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -2753413.750000 Penalty: 2971.652100
	Iteration 12Q: 3 clusters Score -2753414 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -2753897.500000 Penalty: 2971.652100
	Iteration 13Q: 3 clusters Score -2753898 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -2754413.250000 Penalty: 2971.652100
	Iteration 14Q: 3 clusters Score -2754413 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -2754974.750000 Penalty: 2971.652100
	Iteration 15Q: 3 clusters Score -2754975 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -2755543.000000 Penalty: 2971.652100
	Iteration 16Q: 3 clusters Score -2755543 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -2756039.500000 Penalty: 2971.652100
	Iteration 17Q: 3 clusters Score -2756040 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -2756467.750000 Penalty: 2971.652100
	Iteration 18Q: 3 clusters Score -2756468 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -2756818.000000 Penalty: 2971.652100
	Iteration 19Q: 3 clusters Score -2756818 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -2757102.750000 Penalty: 2971.652100
	Iteration 20F: 3 clusters Score -2757103 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20032 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2757354.500000 Penalty: 2971.652100
	Iteration 21Q: 3 clusters Score -2757354 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2757500.500000 Penalty: 2971.652100
	Iteration 22Q: 3 clusters Score -2757500 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2757590.000000 Penalty: 2971.652100
	Iteration 23Q: 3 clusters Score -2757590 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2757666.250000 Penalty: 2971.652100
	Iteration 24Q: 3 clusters Score -2757666 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2757741.250000 Penalty: 2971.652100
	Iteration 25Q: 3 clusters Score -2757741 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2757793.750000 Penalty: 2971.652100
	Iteration 26Q: 3 clusters Score -2757794 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20797 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2757834.500000 Penalty: 2971.652100
	Iteration 27Q: 3 clusters Score -2757834 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20843 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2757877.500000 Penalty: 2971.652100
	Iteration 28Q: 3 clusters Score -2757878 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2757899.000000 Penalty: 2971.652100
	Iteration 29Q: 3 clusters Score -2757899 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20888 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2757914.750000 Penalty: 2971.652100
	Iteration 30Q: 3 clusters Score -2757915 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2757934.250000 Penalty: 2971.652100
	Iteration 31Q: 3 clusters Score -2757934 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2757951.250000 Penalty: 2971.652100
	Iteration 32Q: 3 clusters Score -2757951 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2757960.250000 Penalty: 2971.652100
	Iteration 33Q: 3 clusters Score -2757960 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2757975.250000 Penalty: 2971.652100
	Iteration 34Q: 3 clusters Score -2757975 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2757989.750000 Penalty: 2971.652100
	Iteration 35Q: 3 clusters Score -2757990 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2757996.750000 Penalty: 2971.652100
	Iteration 36Q: 3 clusters Score -2757997 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2758003.750000 Penalty: 2971.652100
	Iteration 37Q: 3 clusters Score -2758004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20998 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2758003.000000 Penalty: 2971.652100
	Iteration 38Q: 3 clusters Score -2758003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2758006.500000 Penalty: 2971.652100
	Iteration 39Q: 3 clusters Score -2758006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2758005.250000 Penalty: 2971.652100
	Iteration 40F: 3 clusters Score -2758005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2758010.250000 Penalty: 2971.652100
	Iteration 41Q: 3 clusters Score -2758010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2758013.750000 Penalty: 2971.652100
	Iteration 42Q: 3 clusters Score -2758014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2758014.250000 Penalty: 2971.652100
	Iteration 43Q: 3 clusters Score -2758014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2758017.000000 Penalty: 2971.652100
	Iteration 44Q: 3 clusters Score -2758017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2758017.000000 Penalty: 2971.652100
	Iteration 45Q: 3 clusters Score -2758017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2758019.250000 Penalty: 2971.652100
	Iteration 46Q: 3 clusters Score -2758019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21033 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2758020.000000 Penalty: 2971.652100
	Iteration 47Q: 3 clusters Score -2758020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21033 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2758020.000000 Penalty: 2971.652100
	Iteration 48F: 3 clusters Score -2758020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Entering Unmasked Estep 
Score: -879492.750000 Penalty: 1315.801025
	Iteration 0F: 2 clusters Score -879492.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -874623.187500 Penalty: 2631.602051
	Iteration 0F: 3 clusters Score -874623.2 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -876086.312500 Penalty: 2631.602051
	Iteration 1F: 3 clusters Score -876086.3 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -876330.375000 Penalty: 2631.602051
	Iteration 2F: 3 clusters Score -876330.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -876488.875000 Penalty: 2631.602051
	Iteration 3Q: 3 clusters Score -876488.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -876603.437500 Penalty: 2631.602051
	Iteration 4Q: 3 clusters Score -876603.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -876696.437500 Penalty: 2631.602051
	Iteration 5Q: 3 clusters Score -876696.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -876771.500000 Penalty: 2631.602051
	Iteration 6Q: 3 clusters Score -876771.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -876824.187500 Penalty: 2631.602051
	Iteration 7Q: 3 clusters Score -876824.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -876860.875000 Penalty: 2631.602051
	Iteration 8Q: 3 clusters Score -876860.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -876892.687500 Penalty: 2631.602051
	Iteration 9Q: 3 clusters Score -876892.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -876920.125000 Penalty: 2631.602051
	Iteration 10Q: 3 clusters Score -876920.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -876948.562500 Penalty: 2631.602051
	Iteration 11Q: 3 clusters Score -876948.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -876970.500000 Penalty: 2631.602051
	Iteration 12Q: 3 clusters Score -876970.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -876990.312500 Penalty: 2631.602051
	Iteration 13Q: 3 clusters Score -876990.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -877004.750000 Penalty: 2631.602051
	Iteration 14Q: 3 clusters Score -877004.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -877019.250000 Penalty: 2631.602051
	Iteration 15Q: 3 clusters Score -877019.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -877030.875000 Penalty: 2631.602051
	Iteration 16Q: 3 clusters Score -877030.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -877044.812500 Penalty: 2631.602051
	Iteration 17Q: 3 clusters Score -877044.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -877057.062500 Penalty: 2631.602051
	Iteration 18Q: 3 clusters Score -877057.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -877067.937500 Penalty: 2631.602051
	Iteration 19Q: 3 clusters Score -877067.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -877076.062500 Penalty: 2631.602051
	Iteration 20F: 3 clusters Score -877076.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -877085.875000 Penalty: 2631.602051
	Iteration 21Q: 3 clusters Score -877085.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -877094.562500 Penalty: 2631.602051
	Iteration 22Q: 3 clusters Score -877094.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -877101.500000 Penalty: 2631.602051
	Iteration 23Q: 3 clusters Score -877101.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -877106.875000 Penalty: 2631.602051
	Iteration 24Q: 3 clusters Score -877106.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -877109.562500 Penalty: 2631.602051
	Iteration 25Q: 3 clusters Score -877109.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -877117.187500 Penalty: 2631.602051
	Iteration 26Q: 3 clusters Score -877117.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -877122.312500 Penalty: 2631.602051
	Iteration 27Q: 3 clusters Score -877122.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -877126.062500 Penalty: 2631.602051
	Iteration 28Q: 3 clusters Score -877126.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -877131.375000 Penalty: 2631.602051
	Iteration 29Q: 3 clusters Score -877131.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -877135.750000 Penalty: 2631.602051
	Iteration 30Q: 3 clusters Score -877135.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -877138.562500 Penalty: 2631.602051
	Iteration 31Q: 3 clusters Score -877138.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -877145.125000 Penalty: 2631.602051
	Iteration 32Q: 3 clusters Score -877145.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -877151.250000 Penalty: 2631.602051
	Iteration 33Q: 3 clusters Score -877151.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -877155.500000 Penalty: 2631.602051
	Iteration 34Q: 3 clusters Score -877155.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -877156.062500 Penalty: 2631.602051
	Iteration 35Q: 3 clusters Score -877156.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -877160.187500 Penalty: 2631.602051
	Iteration 36Q: 3 clusters Score -877160.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -877162.437500 Penalty: 2631.602051
	Iteration 37Q: 3 clusters Score -877162.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -877165.375000 Penalty: 2631.602051
	Iteration 38Q: 3 clusters Score -877165.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -877165.375000 Penalty: 2631.602051
	Iteration 39Q: 3 clusters Score -877165.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -877166.687500 Penalty: 2631.602051
	Iteration 40F: 3 clusters Score -877166.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -877168.625000 Penalty: 2631.602051
	Iteration 41Q: 3 clusters Score -877168.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -877171.312500 Penalty: 2631.602051
	Iteration 42Q: 3 clusters Score -877171.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -877170.375000 Penalty: 2631.602051
	Iteration 43Q: 3 clusters Score -877170.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -877172.437500 Penalty: 2631.602051
	Iteration 44Q: 3 clusters Score -877172.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -877175.312500 Penalty: 2631.602051
	Iteration 45Q: 3 clusters Score -877175.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -877175.687500 Penalty: 2631.602051
	Iteration 46Q: 3 clusters Score -877175.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -877176.687500 Penalty: 2631.602051
	Iteration 47Q: 3 clusters Score -877176.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -877175.500000 Penalty: 2631.602051
	Iteration 48Q: 3 clusters Score -877175.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -877176.062500 Penalty: 2631.602051
	Iteration 49Q: 3 clusters Score -877176.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -877176.625000 Penalty: 2631.602051
	Iteration 50Q: 3 clusters Score -877176.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -877177.375000 Penalty: 2631.602051
	Iteration 51Q: 3 clusters Score -877177.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -877177.125000 Penalty: 2631.602051
	Iteration 52Q: 3 clusters Score -877177.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -877177.937500 Penalty: 2631.602051
	Iteration 53Q: 3 clusters Score -877177.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -877178.937500 Penalty: 2631.602051
	Iteration 54Q: 3 clusters Score -877178.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -877178.937500 Penalty: 2631.602051
	Iteration 55F: 3 clusters Score -877178.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (36190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36190 members 
Entering Unmasked Estep 
Score: -4454331.000000 Penalty: 1561.884888
	Iteration 0F: 2 clusters Score -4454331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -4430715.000000 Penalty: 3123.769775
	Iteration 0F: 3 clusters Score -4430715 nChanged 16623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -4439888.500000 Penalty: 3123.769775
	Iteration 1F: 3 clusters Score -4439888 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -4440431.500000 Penalty: 3123.769775
	Iteration 2Q: 3 clusters Score -4440432 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -4440995.000000 Penalty: 3123.769775
	Iteration 3Q: 3 clusters Score -4440995 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -4441770.000000 Penalty: 3123.769775
	Iteration 4Q: 3 clusters Score -4441770 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20584 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -4442696.500000 Penalty: 3123.769775
	Iteration 5F: 3 clusters Score -4442696 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -4443888.500000 Penalty: 3123.769775
	Iteration 6F: 3 clusters Score -4443888 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22826 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -4445284.500000 Penalty: 3123.769775
	Iteration 7F: 3 clusters Score -4445284 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -4446821.000000 Penalty: 3123.769775
	Iteration 8F: 3 clusters Score -4446821 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25061 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -4448310.000000 Penalty: 3123.769775
	Iteration 9F: 3 clusters Score -4448310 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25806 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -4449406.500000 Penalty: 3123.769775
	Iteration 10Q: 3 clusters Score -4449406 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26311 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -4450055.000000 Penalty: 3123.769775
	Iteration 11Q: 3 clusters Score -4450055 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26735 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -4450403.500000 Penalty: 3123.769775
	Iteration 12Q: 3 clusters Score -4450404 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27131 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -4450626.000000 Penalty: 3123.769775
	Iteration 13Q: 3 clusters Score -4450626 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27517 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -4450800.000000 Penalty: 3123.769775
	Iteration 14Q: 3 clusters Score -4450800 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27902 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -4450968.500000 Penalty: 3123.769775
	Iteration 15Q: 3 clusters Score -4450968 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28277 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -4451089.500000 Penalty: 3123.769775
	Iteration 16Q: 3 clusters Score -4451090 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28645 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -4451226.500000 Penalty: 3123.769775
	Iteration 17Q: 3 clusters Score -4451226 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28999 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -4451341.500000 Penalty: 3123.769775
	Iteration 18Q: 3 clusters Score -4451342 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29363 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -4451472.500000 Penalty: 3123.769775
	Iteration 19Q: 3 clusters Score -4451472 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29690 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -4451584.500000 Penalty: 3123.769775
	Iteration 20F: 3 clusters Score -4451584 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30048 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -4451728.500000 Penalty: 3123.769775
	Iteration 21Q: 3 clusters Score -4451728 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30373 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -4451859.500000 Penalty: 3123.769775
	Iteration 22Q: 3 clusters Score -4451860 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30693 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -4451991.000000 Penalty: 3123.769775
	Iteration 23Q: 3 clusters Score -4451991 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30991 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -4452104.000000 Penalty: 3123.769775
	Iteration 24Q: 3 clusters Score -4452104 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31280 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -4452210.500000 Penalty: 3123.769775
	Iteration 25Q: 3 clusters Score -4452210 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31543 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -4452304.000000 Penalty: 3123.769775
	Iteration 26Q: 3 clusters Score -4452304 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31798 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -4452426.000000 Penalty: 3123.769775
	Iteration 27Q: 3 clusters Score -4452426 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32045 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -4452526.500000 Penalty: 3123.769775
	Iteration 28Q: 3 clusters Score -4452526 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32290 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -4452611.000000 Penalty: 3123.769775
	Iteration 29Q: 3 clusters Score -4452611 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32511 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -4452712.000000 Penalty: 3123.769775
	Iteration 30Q: 3 clusters Score -4452712 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32704 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -4452810.000000 Penalty: 3123.769775
	Iteration 31Q: 3 clusters Score -4452810 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32884 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -4452885.000000 Penalty: 3123.769775
	Iteration 32Q: 3 clusters Score -4452885 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33034 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -4452943.500000 Penalty: 3123.769775
	Iteration 33Q: 3 clusters Score -4452944 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33176 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -4452992.500000 Penalty: 3123.769775
	Iteration 34Q: 3 clusters Score -4452992 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33291 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -4453032.000000 Penalty: 3123.769775
	Iteration 35Q: 3 clusters Score -4453032 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33394 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -4453053.500000 Penalty: 3123.769775
	Iteration 36Q: 3 clusters Score -4453054 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33482 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -4453089.500000 Penalty: 3123.769775
	Iteration 37Q: 3 clusters Score -4453090 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33568 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -4453104.500000 Penalty: 3123.769775
	Iteration 38Q: 3 clusters Score -4453104 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33632 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -4453136.000000 Penalty: 3123.769775
	Iteration 39Q: 3 clusters Score -4453136 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33684 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -4453140.500000 Penalty: 3123.769775
	Iteration 40F: 3 clusters Score -4453140 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33720 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -4453151.500000 Penalty: 3123.769775
	Iteration 41Q: 3 clusters Score -4453152 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33757 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -4453161.500000 Penalty: 3123.769775
	Iteration 42Q: 3 clusters Score -4453162 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33795 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -4453171.000000 Penalty: 3123.769775
	Iteration 43Q: 3 clusters Score -4453171 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33824 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -4453177.500000 Penalty: 3123.769775
	Iteration 44Q: 3 clusters Score -4453178 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33856 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -4453182.500000 Penalty: 3123.769775
	Iteration 45Q: 3 clusters Score -4453182 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33882 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -4453186.500000 Penalty: 3123.769775
	Iteration 46Q: 3 clusters Score -4453186 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33906 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -4453196.000000 Penalty: 3123.769775
	Iteration 47Q: 3 clusters Score -4453196 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33930 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -4453191.500000 Penalty: 3123.769775
	Iteration 48Q: 3 clusters Score -4453192 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33957 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -4453203.500000 Penalty: 3123.769775
	Iteration 49Q: 3 clusters Score -4453204 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33977 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -4453199.500000 Penalty: 3123.769775
	Iteration 50Q: 3 clusters Score -4453200 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33994 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -4453211.500000 Penalty: 3123.769775
	Iteration 51Q: 3 clusters Score -4453212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34007 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -4453214.000000 Penalty: 3123.769775
	Iteration 52Q: 3 clusters Score -4453214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34016 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -4453218.500000 Penalty: 3123.769775
	Iteration 53Q: 3 clusters Score -4453218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34021 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -4453217.000000 Penalty: 3123.769775
	Iteration 54Q: 3 clusters Score -4453217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34025 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -4453219.500000 Penalty: 3123.769775
	Iteration 55Q: 3 clusters Score -4453220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34032 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -4453217.500000 Penalty: 3123.769775
	Iteration 56Q: 3 clusters Score -4453218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34039 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -4453219.500000 Penalty: 3123.769775
	Iteration 57Q: 3 clusters Score -4453220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34049 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -4453222.500000 Penalty: 3123.769775
	Iteration 58Q: 3 clusters Score -4453222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34054 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -4453225.500000 Penalty: 3123.769775
	Iteration 59Q: 3 clusters Score -4453226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34057 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -4453231.000000 Penalty: 3123.769775
	Iteration 60F: 3 clusters Score -4453231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34060 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -4453232.500000 Penalty: 3123.769775
	Iteration 61Q: 3 clusters Score -4453232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34064 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -4453239.500000 Penalty: 3123.769775
	Iteration 62Q: 3 clusters Score -4453240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34064 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -4453240.000000 Penalty: 3123.769775
	Iteration 63Q: 3 clusters Score -4453240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34065 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -4453238.000000 Penalty: 3123.769775
	Iteration 64Q: 3 clusters Score -4453238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34066 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -4453238.000000 Penalty: 3123.769775
	Iteration 65Q: 3 clusters Score -4453238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34067 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -4453238.500000 Penalty: 3123.769775
	Iteration 66Q: 3 clusters Score -4453238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34070 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -4453234.000000 Penalty: 3123.769775
	Iteration 67Q: 3 clusters Score -4453234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34074 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -4453236.500000 Penalty: 3123.769775
	Iteration 68Q: 3 clusters Score -4453236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34078 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -4453228.500000 Penalty: 3123.769775
	Iteration 69Q: 3 clusters Score -4453228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34083 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -4453230.500000 Penalty: 3123.769775
	Iteration 70Q: 3 clusters Score -4453230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34089 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -4453235.000000 Penalty: 3123.769775
	Iteration 71Q: 3 clusters Score -4453235 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34101 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -4453239.000000 Penalty: 3123.769775
	Iteration 72Q: 3 clusters Score -4453239 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34111 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -4453236.500000 Penalty: 3123.769775
	Iteration 73Q: 3 clusters Score -4453236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34122 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -4453244.000000 Penalty: 3123.769775
	Iteration 74Q: 3 clusters Score -4453244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34129 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -4453243.500000 Penalty: 3123.769775
	Iteration 75Q: 3 clusters Score -4453244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34132 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -4453248.000000 Penalty: 3123.769775
	Iteration 76Q: 3 clusters Score -4453248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34134 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -4453243.500000 Penalty: 3123.769775
	Iteration 77Q: 3 clusters Score -4453244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34141 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -4453247.500000 Penalty: 3123.769775
	Iteration 78Q: 3 clusters Score -4453248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34143 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -4453251.000000 Penalty: 3123.769775
	Iteration 79Q: 3 clusters Score -4453251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34146 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -4453243.500000 Penalty: 3123.769775
	Iteration 80F: 3 clusters Score -4453244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34149 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -4453239.500000 Penalty: 3123.769775
	Iteration 81Q: 3 clusters Score -4453240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34151 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -4453240.000000 Penalty: 3123.769775
	Iteration 82Q: 3 clusters Score -4453240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34151 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -4453240.000000 Penalty: 3123.769775
	Iteration 83F: 3 clusters Score -4453240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (34762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34762 members 
Entering Unmasked Estep 
Score: -4368891.500000 Penalty: 1555.894409
	Iteration 0F: 2 clusters Score -4368892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -4346423.500000 Penalty: 3111.788818
	Iteration 0F: 3 clusters Score -4346424 nChanged 15637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -4354918.500000 Penalty: 3111.788818
	Iteration 1F: 3 clusters Score -4354918 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -4355331.000000 Penalty: 3111.788818
	Iteration 2Q: 3 clusters Score -4355331 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -4355707.000000 Penalty: 3111.788818
	Iteration 3Q: 3 clusters Score -4355707 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -4356059.500000 Penalty: 3111.788818
	Iteration 4Q: 3 clusters Score -4356060 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 20180 members 
Entering Unmasked Estep 
Score: -4356432.500000 Penalty: 3111.788818
	Iteration 5Q: 3 clusters Score -4356432 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 21266 members 
Entering Unmasked Estep 
Score: -4356950.000000 Penalty: 3111.788818
	Iteration 6Q: 3 clusters Score -4356950 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 22743 members 
Entering Unmasked Estep 
Score: -4357737.500000 Penalty: 3111.788818
	Iteration 7Q: 3 clusters Score -4357738 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 24676 members 
Entering Unmasked Estep 
Score: -4358933.000000 Penalty: 3111.788818
	Iteration 8F: 3 clusters Score -4358933 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 27015 members 
Entering Unmasked Estep 
Score: -4360693.000000 Penalty: 3111.788818
	Iteration 9F: 3 clusters Score -4360693 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 29499 members 
Entering Unmasked Estep 
Score: -4362822.500000 Penalty: 3111.788818
	Iteration 10F: 3 clusters Score -4362822 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 31684 members 
Entering Unmasked Estep 
Score: -4364801.500000 Penalty: 3111.788818
	Iteration 11F: 3 clusters Score -4364802 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 33153 members 
Entering Unmasked Estep 
Score: -4366197.500000 Penalty: 3111.788818
	Iteration 12Q: 3 clusters Score -4366198 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 33913 members 
Entering Unmasked Estep 
Score: -4366912.500000 Penalty: 3111.788818
	Iteration 13Q: 3 clusters Score -4366912 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 34258 members 
Entering Unmasked Estep 
Score: -4367247.000000 Penalty: 3111.788818
	Iteration 14Q: 3 clusters Score -4367247 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 34389 members 
Entering Unmasked Estep 
Score: -4367398.000000 Penalty: 3111.788818
	Iteration 15Q: 3 clusters Score -4367398 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 34445 members 
Entering Unmasked Estep 
Score: -4367498.000000 Penalty: 3111.788818
	Iteration 16Q: 3 clusters Score -4367498 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 34479 members 
Entering Unmasked Estep 
Score: -4367545.000000 Penalty: 3111.788818
	Iteration 17Q: 3 clusters Score -4367545 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 34500 members 
Entering Unmasked Estep 
Score: -4367573.000000 Penalty: 3111.788818
	Iteration 18Q: 3 clusters Score -4367573 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 34509 members 
Entering Unmasked Estep 
Score: -4367597.000000 Penalty: 3111.788818
	Iteration 19Q: 3 clusters Score -4367597 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 34516 members 
Entering Unmasked Estep 
Score: -4367617.500000 Penalty: 3111.788818
	Iteration 20F: 3 clusters Score -4367618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 34521 members 
Entering Unmasked Estep 
Score: -4367628.500000 Penalty: 3111.788818
	Iteration 21Q: 3 clusters Score -4367628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 34522 members 
Entering Unmasked Estep 
Score: -4367628.500000 Penalty: 3111.788818
	Iteration 22Q: 3 clusters Score -4367628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 34522 members 
Entering Unmasked Estep 
Score: -4367628.500000 Penalty: 3111.788818
	Iteration 23F: 3 clusters Score -4367628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (75026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75026 members 
Entering Unmasked Estep 
Score: -9500210.000000 Penalty: 1670.367798
	Iteration 0F: 2 clusters Score -9500210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37679 members 
Mstep: Class 2 contains 37347 members 
Entering Unmasked Estep 
Score: -9455413.000000 Penalty: 3340.735596
	Iteration 0F: 3 clusters Score -9455413 nChanged 35248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38775 members 
Mstep: Class 2 contains 36251 members 
Entering Unmasked Estep 
Score: -9475729.000000 Penalty: 3340.735596
	Iteration 1F: 3 clusters Score -9475729 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39353 members 
Mstep: Class 2 contains 35673 members 
Entering Unmasked Estep 
Score: -9476615.000000 Penalty: 3340.735596
	Iteration 2Q: 3 clusters Score -9476615 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40110 members 
Mstep: Class 2 contains 34916 members 
Entering Unmasked Estep 
Score: -9477554.000000 Penalty: 3340.735596
	Iteration 3Q: 3 clusters Score -9477554 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41097 members 
Mstep: Class 2 contains 33929 members 
Entering Unmasked Estep 
Score: -9478514.000000 Penalty: 3340.735596
	Iteration 4Q: 3 clusters Score -9478514 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42345 members 
Mstep: Class 2 contains 32681 members 
Entering Unmasked Estep 
Score: -9479532.000000 Penalty: 3340.735596
	Iteration 5Q: 3 clusters Score -9479532 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43861 members 
Mstep: Class 2 contains 31165 members 
Entering Unmasked Estep 
Score: -9480772.000000 Penalty: 3340.735596
	Iteration 6Q: 3 clusters Score -9480772 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45508 members 
Mstep: Class 2 contains 29518 members 
Entering Unmasked Estep 
Score: -9482242.000000 Penalty: 3340.735596
	Iteration 7Q: 3 clusters Score -9482242 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47072 members 
Mstep: Class 2 contains 27954 members 
Entering Unmasked Estep 
Score: -9483991.000000 Penalty: 3340.735596
	Iteration 8Q: 3 clusters Score -9483991 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48300 members 
Mstep: Class 2 contains 26726 members 
Entering Unmasked Estep 
Score: -9486129.000000 Penalty: 3340.735596
	Iteration 9Q: 3 clusters Score -9486129 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48951 members 
Mstep: Class 2 contains 26075 members 
Entering Unmasked Estep 
Score: -9487886.000000 Penalty: 3340.735596
	Iteration 10Q: 3 clusters Score -9487886 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48969 members 
Mstep: Class 2 contains 26057 members 
Entering Unmasked Estep 
Score: -9488839.000000 Penalty: 3340.735596
	Iteration 11Q: 3 clusters Score -9488839 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48740 members 
Mstep: Class 2 contains 26286 members 
Entering Unmasked Estep 
Score: -9489287.000000 Penalty: 3340.735596
	Iteration 12Q: 3 clusters Score -9489287 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48351 members 
Mstep: Class 2 contains 26675 members 
Entering Unmasked Estep 
Score: -9489378.000000 Penalty: 3340.735596
	Iteration 13Q: 3 clusters Score -9489378 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47949 members 
Mstep: Class 2 contains 27077 members 
Entering Unmasked Estep 
Score: -9489389.000000 Penalty: 3340.735596
	Iteration 14Q: 3 clusters Score -9489389 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47538 members 
Mstep: Class 2 contains 27488 members 
Entering Unmasked Estep 
Score: -9489450.000000 Penalty: 3340.735596
	Iteration 15Q: 3 clusters Score -9489450 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47118 members 
Mstep: Class 2 contains 27908 members 
Entering Unmasked Estep 
Score: -9489418.000000 Penalty: 3340.735596
	Iteration 16Q: 3 clusters Score -9489418 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46716 members 
Mstep: Class 2 contains 28310 members 
Entering Unmasked Estep 
Score: -9489469.000000 Penalty: 3340.735596
	Iteration 17Q: 3 clusters Score -9489469 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46313 members 
Mstep: Class 2 contains 28713 members 
Entering Unmasked Estep 
Score: -9489531.000000 Penalty: 3340.735596
	Iteration 18Q: 3 clusters Score -9489531 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45879 members 
Mstep: Class 2 contains 29147 members 
Entering Unmasked Estep 
Score: -9489590.000000 Penalty: 3340.735596
	Iteration 19Q: 3 clusters Score -9489590 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45444 members 
Mstep: Class 2 contains 29582 members 
Entering Unmasked Estep 
Score: -9489623.000000 Penalty: 3340.735596
	Iteration 20F: 3 clusters Score -9489623 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45017 members 
Mstep: Class 2 contains 30009 members 
Entering Unmasked Estep 
Score: -9489640.000000 Penalty: 3340.735596
	Iteration 21Q: 3 clusters Score -9489640 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44601 members 
Mstep: Class 2 contains 30425 members 
Entering Unmasked Estep 
Score: -9489648.000000 Penalty: 3340.735596
	Iteration 22Q: 3 clusters Score -9489648 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44160 members 
Mstep: Class 2 contains 30866 members 
Entering Unmasked Estep 
Score: -9489724.000000 Penalty: 3340.735596
	Iteration 23Q: 3 clusters Score -9489724 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43754 members 
Mstep: Class 2 contains 31272 members 
Entering Unmasked Estep 
Score: -9489810.000000 Penalty: 3340.735596
	Iteration 24Q: 3 clusters Score -9489810 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43336 members 
Mstep: Class 2 contains 31690 members 
Entering Unmasked Estep 
Score: -9489903.000000 Penalty: 3340.735596
	Iteration 25Q: 3 clusters Score -9489903 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42897 members 
Mstep: Class 2 contains 32129 members 
Entering Unmasked Estep 
Score: -9490009.000000 Penalty: 3340.735596
	Iteration 26Q: 3 clusters Score -9490009 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42452 members 
Mstep: Class 2 contains 32574 members 
Entering Unmasked Estep 
Score: -9490189.000000 Penalty: 3340.735596
	Iteration 27Q: 3 clusters Score -9490189 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41989 members 
Mstep: Class 2 contains 33037 members 
Entering Unmasked Estep 
Score: -9490301.000000 Penalty: 3340.735596
	Iteration 28Q: 3 clusters Score -9490301 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41486 members 
Mstep: Class 2 contains 33540 members 
Entering Unmasked Estep 
Score: -9490456.000000 Penalty: 3340.735596
	Iteration 29Q: 3 clusters Score -9490456 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41014 members 
Mstep: Class 2 contains 34012 members 
Entering Unmasked Estep 
Score: -9490664.000000 Penalty: 3340.735596
	Iteration 30Q: 3 clusters Score -9490664 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40561 members 
Mstep: Class 2 contains 34465 members 
Entering Unmasked Estep 
Score: -9490938.000000 Penalty: 3340.735596
	Iteration 31Q: 3 clusters Score -9490938 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40064 members 
Mstep: Class 2 contains 34962 members 
Entering Unmasked Estep 
Score: -9491291.000000 Penalty: 3340.735596
	Iteration 32Q: 3 clusters Score -9491291 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39640 members 
Mstep: Class 2 contains 35386 members 
Entering Unmasked Estep 
Score: -9491657.000000 Penalty: 3340.735596
	Iteration 33Q: 3 clusters Score -9491657 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39320 members 
Mstep: Class 2 contains 35706 members 
Entering Unmasked Estep 
Score: -9492041.000000 Penalty: 3340.735596
	Iteration 34Q: 3 clusters Score -9492041 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39035 members 
Mstep: Class 2 contains 35991 members 
Entering Unmasked Estep 
Score: -9492461.000000 Penalty: 3340.735596
	Iteration 35Q: 3 clusters Score -9492461 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38825 members 
Mstep: Class 2 contains 36201 members 
Entering Unmasked Estep 
Score: -9492931.000000 Penalty: 3340.735596
	Iteration 36Q: 3 clusters Score -9492931 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38712 members 
Mstep: Class 2 contains 36314 members 
Entering Unmasked Estep 
Score: -9493359.000000 Penalty: 3340.735596
	Iteration 37Q: 3 clusters Score -9493359 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38673 members 
Mstep: Class 2 contains 36353 members 
Entering Unmasked Estep 
Score: -9493793.000000 Penalty: 3340.735596
	Iteration 38Q: 3 clusters Score -9493793 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38690 members 
Mstep: Class 2 contains 36336 members 
Entering Unmasked Estep 
Score: -9494222.000000 Penalty: 3340.735596
	Iteration 39Q: 3 clusters Score -9494222 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38807 members 
Mstep: Class 2 contains 36219 members 
Entering Unmasked Estep 
Score: -9494811.000000 Penalty: 3340.735596
	Iteration 40F: 3 clusters Score -9494811 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 33489 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 55933 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 18978 members 
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Mstep: Class 1 contains 56177 members 
Mstep: Class 2 contains 18849 members 
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Mstep: Class 1 contains 56561 members 
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Mstep: Class 1 contains 57633 members 
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	Iteration 200F: 3 clusters Score -9499939 nChanged 63
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Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -9499937.000000 Penalty: 3340.735596
	Iteration 230Q: 3 clusters Score -9499937 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61914 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -9499930.000000 Penalty: 3340.735596
	Iteration 231Q: 3 clusters Score -9499930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61924 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -9499927.000000 Penalty: 3340.735596
	Iteration 232Q: 3 clusters Score -9499927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61932 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -9499933.000000 Penalty: 3340.735596
	Iteration 233Q: 3 clusters Score -9499933 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61941 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -9499920.000000 Penalty: 3340.735596
	Iteration 234Q: 3 clusters Score -9499920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61949 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -9499920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61957 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -9499927.000000 Penalty: 3340.735596
	Iteration 236Q: 3 clusters Score -9499927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61963 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -9499921.000000 Penalty: 3340.735596
	Iteration 237Q: 3 clusters Score -9499921 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61969 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -9499922.000000 Penalty: 3340.735596
	Iteration 238Q: 3 clusters Score -9499922 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61974 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -9499913.000000 Penalty: 3340.735596
	Iteration 239Q: 3 clusters Score -9499913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61978 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -9499916.000000 Penalty: 3340.735596
	Iteration 240F: 3 clusters Score -9499916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61980 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
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	Iteration 241Q: 3 clusters Score -9499916 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61982 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -9499922.000000 Penalty: 3340.735596
	Iteration 242Q: 3 clusters Score -9499922 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61986 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -9499920.000000 Penalty: 3340.735596
	Iteration 243Q: 3 clusters Score -9499920 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61991 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -9499912.000000 Penalty: 3340.735596
	Iteration 244Q: 3 clusters Score -9499912 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61996 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -9499914.000000 Penalty: 3340.735596
	Iteration 245Q: 3 clusters Score -9499914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62005 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -9499923.000000 Penalty: 3340.735596
	Iteration 246Q: 3 clusters Score -9499923 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62014 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -9499929.000000 Penalty: 3340.735596
	Iteration 247Q: 3 clusters Score -9499929 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62023 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
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	Iteration 248Q: 3 clusters Score -9499923 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62034 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -9499915.000000 Penalty: 3340.735596
	Iteration 249Q: 3 clusters Score -9499915 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62042 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
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	Iteration 250Q: 3 clusters Score -9499929 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62052 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -9499926.000000 Penalty: 3340.735596
	Iteration 251Q: 3 clusters Score -9499926 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62065 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -9499920.000000 Penalty: 3340.735596
	Iteration 252Q: 3 clusters Score -9499920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62073 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -9499913.000000 Penalty: 3340.735596
	Iteration 253Q: 3 clusters Score -9499913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62078 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -9499908.000000 Penalty: 3340.735596
	Iteration 254Q: 3 clusters Score -9499908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62089 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -9499901.000000 Penalty: 3340.735596
	Iteration 255Q: 3 clusters Score -9499901 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62100 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -9499896.000000 Penalty: 3340.735596
	Iteration 256Q: 3 clusters Score -9499896 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62115 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -9499906.000000 Penalty: 3340.735596
	Iteration 257Q: 3 clusters Score -9499906 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62129 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -9499892.000000 Penalty: 3340.735596
	Iteration 258Q: 3 clusters Score -9499892 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62147 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -9499899.000000 Penalty: 3340.735596
	Iteration 259Q: 3 clusters Score -9499899 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62166 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -9499892.000000 Penalty: 3340.735596
	Iteration 260F: 3 clusters Score -9499892 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62190 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -9499887.000000 Penalty: 3340.735596
	Iteration 261Q: 3 clusters Score -9499887 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62210 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -9499894.000000 Penalty: 3340.735596
	Iteration 262Q: 3 clusters Score -9499894 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62229 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
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	Iteration 263Q: 3 clusters Score -9499891 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62243 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
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	Iteration 264Q: 3 clusters Score -9499892 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62263 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -9499880.000000 Penalty: 3340.735596
	Iteration 265Q: 3 clusters Score -9499880 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62278 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
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	Iteration 266Q: 3 clusters Score -9499883 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62288 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
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	Iteration 267Q: 3 clusters Score -9499882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62300 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
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	Iteration 268Q: 3 clusters Score -9499880 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62313 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -9499873.000000 Penalty: 3340.735596
	Iteration 269Q: 3 clusters Score -9499873 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62323 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -9499881.000000 Penalty: 3340.735596
	Iteration 270Q: 3 clusters Score -9499881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62329 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -9499865.000000 Penalty: 3340.735596
	Iteration 271Q: 3 clusters Score -9499865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62331 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -9499867.000000 Penalty: 3340.735596
	Iteration 272Q: 3 clusters Score -9499867 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62338 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -9499870.000000 Penalty: 3340.735596
	Iteration 273Q: 3 clusters Score -9499870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62343 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -9499859.000000 Penalty: 3340.735596
	Iteration 274Q: 3 clusters Score -9499859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62348 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -9499855.000000 Penalty: 3340.735596
	Iteration 275Q: 3 clusters Score -9499855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62354 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -9499867.000000 Penalty: 3340.735596
	Iteration 276Q: 3 clusters Score -9499867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62359 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -9499872.000000 Penalty: 3340.735596
	Iteration 277Q: 3 clusters Score -9499872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62364 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -9499876.000000 Penalty: 3340.735596
	Iteration 278Q: 3 clusters Score -9499876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62372 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -9499884.000000 Penalty: 3340.735596
	Iteration 279Q: 3 clusters Score -9499884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62376 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -9499877.000000 Penalty: 3340.735596
	Iteration 280F: 3 clusters Score -9499877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62380 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -9499873.000000 Penalty: 3340.735596
	Iteration 281Q: 3 clusters Score -9499873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62381 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -9499880.000000 Penalty: 3340.735596
	Iteration 282Q: 3 clusters Score -9499880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62384 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -9499872.000000 Penalty: 3340.735596
	Iteration 283Q: 3 clusters Score -9499872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62388 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -9499879.000000 Penalty: 3340.735596
	Iteration 284Q: 3 clusters Score -9499879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62392 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -9499880.000000 Penalty: 3340.735596
	Iteration 285Q: 3 clusters Score -9499880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62396 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -9499878.000000 Penalty: 3340.735596
	Iteration 286Q: 3 clusters Score -9499878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62400 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -9499883.000000 Penalty: 3340.735596
	Iteration 287Q: 3 clusters Score -9499883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62404 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -9499879.000000 Penalty: 3340.735596
	Iteration 288Q: 3 clusters Score -9499879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62406 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -9499869.000000 Penalty: 3340.735596
	Iteration 289Q: 3 clusters Score -9499869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62409 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -9499870.000000 Penalty: 3340.735596
	Iteration 290Q: 3 clusters Score -9499870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62411 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -9499866.000000 Penalty: 3340.735596
	Iteration 291Q: 3 clusters Score -9499866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62412 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
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	Iteration 292Q: 3 clusters Score -9499869 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62414 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
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	Iteration 293Q: 3 clusters Score -9499872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62418 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -9499867.000000 Penalty: 3340.735596
	Iteration 294Q: 3 clusters Score -9499867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62422 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -9499862.000000 Penalty: 3340.735596
	Iteration 295Q: 3 clusters Score -9499862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62425 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -9499860.000000 Penalty: 3340.735596
	Iteration 296Q: 3 clusters Score -9499860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62430 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -9499863.000000 Penalty: 3340.735596
	Iteration 297Q: 3 clusters Score -9499863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62434 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -9499859.000000 Penalty: 3340.735596
	Iteration 298Q: 3 clusters Score -9499859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62437 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -9499856.000000 Penalty: 3340.735596
	Iteration 299Q: 3 clusters Score -9499856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62439 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -9499857.000000 Penalty: 3340.735596
	Iteration 300F: 3 clusters Score -9499857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62442 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -9499851.000000 Penalty: 3340.735596
	Iteration 301Q: 3 clusters Score -9499851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62446 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -9499863.000000 Penalty: 3340.735596
	Iteration 302Q: 3 clusters Score -9499863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62450 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -9499873.000000 Penalty: 3340.735596
	Iteration 303Q: 3 clusters Score -9499873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62456 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -9499880.000000 Penalty: 3340.735596
	Iteration 304Q: 3 clusters Score -9499880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62459 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -9499870.000000 Penalty: 3340.735596
	Iteration 305Q: 3 clusters Score -9499870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62461 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
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	Iteration 306Q: 3 clusters Score -9499870 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62466 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -9499862.000000 Penalty: 3340.735596
	Iteration 307Q: 3 clusters Score -9499862 nChanged 4
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Mstep: Class 1 contains 62470 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
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	Iteration 308Q: 3 clusters Score -9499872 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62476 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -9499869.000000 Penalty: 3340.735596
	Iteration 309Q: 3 clusters Score -9499869 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62482 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
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	Iteration 310Q: 3 clusters Score -9499867 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62489 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
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	Iteration 311Q: 3 clusters Score -9499872 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62495 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
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	Iteration 312Q: 3 clusters Score -9499863 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62500 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
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	Iteration 313Q: 3 clusters Score -9499863 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62502 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -9499864.000000 Penalty: 3340.735596
	Iteration 314Q: 3 clusters Score -9499864 nChanged 2
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Mstep: Class 1 contains 62504 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -9499866.000000 Penalty: 3340.735596
	Iteration 315Q: 3 clusters Score -9499866 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62510 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -9499874.000000 Penalty: 3340.735596
	Iteration 316Q: 3 clusters Score -9499874 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62514 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -9499882.000000 Penalty: 3340.735596
	Iteration 317Q: 3 clusters Score -9499882 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 62516 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
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	Iteration 318Q: 3 clusters Score -9499883 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
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	Iteration 319Q: 3 clusters Score -9499881 nChanged 0
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Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
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	Iteration 320F: 3 clusters Score -9499881 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (24148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24148 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -3015224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -2999417 nChanged 10794
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -3005199 nChanged 1221
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -3005600.750000 Penalty: 3003.366455
	Iteration 2F: 3 clusters Score -3005601 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -3005945.750000 Penalty: 3003.366455
	Iteration 3Q: 3 clusters Score -3005946 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -3006259.750000 Penalty: 3003.366455
	Iteration 4Q: 3 clusters Score -3006260 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -3006572.500000 Penalty: 3003.366455
	Iteration 5Q: 3 clusters Score -3006572 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -3006920.250000 Penalty: 3003.366455
	Iteration 6Q: 3 clusters Score -3006920 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -3007324.000000 Penalty: 3003.366455
	Iteration 7Q: 3 clusters Score -3007324 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -3007812.500000 Penalty: 3003.366455
	Iteration 8Q: 3 clusters Score -3007812 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -3008505.500000 Penalty: 3003.366455
	Iteration 9Q: 3 clusters Score -3008506 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -3009350.500000 Penalty: 3003.366455
	Iteration 10F: 3 clusters Score -3009350 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -3010267.250000 Penalty: 3003.366455
	Iteration 11F: 3 clusters Score -3010267 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
Score: -3011273.000000 Penalty: 3003.366455
	Iteration 12F: 3 clusters Score -3011273 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 21804 members 
Entering Unmasked Estep 
Score: -3012178.000000 Penalty: 3003.366455
	Iteration 13Q: 3 clusters Score -3012178 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 22610 members 
Entering Unmasked Estep 
Score: -3012889.250000 Penalty: 3003.366455
	Iteration 14Q: 3 clusters Score -3012889 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -3013339.750000 Penalty: 3003.366455
	Iteration 15Q: 3 clusters Score -3013340 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 23367 members 
Entering Unmasked Estep 
Score: -3013594.500000 Penalty: 3003.366455
	Iteration 16Q: 3 clusters Score -3013594 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 23516 members 
Entering Unmasked Estep 
Score: -3013757.000000 Penalty: 3003.366455
	Iteration 17Q: 3 clusters Score -3013757 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 23583 members 
Entering Unmasked Estep 
Score: -3013859.000000 Penalty: 3003.366455
	Iteration 18Q: 3 clusters Score -3013859 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 23611 members 
Entering Unmasked Estep 
Score: -3013908.500000 Penalty: 3003.366455
	Iteration 19Q: 3 clusters Score -3013908 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -3013947.000000 Penalty: 3003.366455
	Iteration 20F: 3 clusters Score -3013947 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -3013963.250000 Penalty: 3003.366455
	Iteration 21Q: 3 clusters Score -3013963 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -3013980.500000 Penalty: 3003.366455
	Iteration 22Q: 3 clusters Score -3013980 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 23662 members 
Entering Unmasked Estep 
Score: -3013994.000000 Penalty: 3003.366455
	Iteration 23Q: 3 clusters Score -3013994 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 23673 members 
Entering Unmasked Estep 
Score: -3014002.750000 Penalty: 3003.366455
	Iteration 24Q: 3 clusters Score -3014003 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 23682 members 
Entering Unmasked Estep 
Score: -3014018.250000 Penalty: 3003.366455
	Iteration 25Q: 3 clusters Score -3014018 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -3014027.500000 Penalty: 3003.366455
	Iteration 26Q: 3 clusters Score -3014028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 23695 members 
Entering Unmasked Estep 
Score: -3014033.750000 Penalty: 3003.366455
	Iteration 27Q: 3 clusters Score -3014034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 23696 members 
Entering Unmasked Estep 
Score: -3014040.250000 Penalty: 3003.366455
	Iteration 28Q: 3 clusters Score -3014040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 23697 members 
Entering Unmasked Estep 
Score: -3014039.000000 Penalty: 3003.366455
	Iteration 29Q: 3 clusters Score -3014039 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 23702 members 
Entering Unmasked Estep 
Score: -3014049.250000 Penalty: 3003.366455
	Iteration 30Q: 3 clusters Score -3014049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 23704 members 
Entering Unmasked Estep 
Score: -3014054.000000 Penalty: 3003.366455
	Iteration 31Q: 3 clusters Score -3014054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 23705 members 
Entering Unmasked Estep 
Score: -3014055.000000 Penalty: 3003.366455
	Iteration 32Q: 3 clusters Score -3014055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 23705 members 
Entering Unmasked Estep 
Score: -3014054.750000 Penalty: 3003.366455
	Iteration 33Q: 3 clusters Score -3014055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -3014058.750000 Penalty: 3003.366455
	Iteration 34Q: 3 clusters Score -3014059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 23708 members 
Entering Unmasked Estep 
Score: -3014057.000000 Penalty: 3003.366455
	Iteration 35Q: 3 clusters Score -3014057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 23711 members 
Entering Unmasked Estep 
Score: -3014060.250000 Penalty: 3003.366455
	Iteration 36Q: 3 clusters Score -3014060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 23713 members 
Entering Unmasked Estep 
Score: -3014064.500000 Penalty: 3003.366455
	Iteration 37Q: 3 clusters Score -3014064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 23717 members 
Entering Unmasked Estep 
Score: -3014066.000000 Penalty: 3003.366455
	Iteration 38Q: 3 clusters Score -3014066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 23718 members 
Entering Unmasked Estep 
Score: -3014071.750000 Penalty: 3003.366455
	Iteration 39Q: 3 clusters Score -3014072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 23721 members 
Entering Unmasked Estep 
Score: -3014073.250000 Penalty: 3003.366455
	Iteration 40F: 3 clusters Score -3014073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 23722 members 
Entering Unmasked Estep 
Score: -3014074.750000 Penalty: 3003.366455
	Iteration 41Q: 3 clusters Score -3014075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 23722 members 
Entering Unmasked Estep 
Score: -3014078.750000 Penalty: 3003.366455
	Iteration 42Q: 3 clusters Score -3014079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 23726 members 
Entering Unmasked Estep 
Score: -3014088.250000 Penalty: 3003.366455
	Iteration 43Q: 3 clusters Score -3014088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 23728 members 
Entering Unmasked Estep 
Score: -3014093.000000 Penalty: 3003.366455
	Iteration 44Q: 3 clusters Score -3014093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 23729 members 
Entering Unmasked Estep 
Score: -3014093.250000 Penalty: 3003.366455
	Iteration 45Q: 3 clusters Score -3014093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 23731 members 
Entering Unmasked Estep 
Score: -3014097.750000 Penalty: 3003.366455
	Iteration 46Q: 3 clusters Score -3014098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 23730 members 
Entering Unmasked Estep 
Score: -3014099.500000 Penalty: 3003.366455
	Iteration 47Q: 3 clusters Score -3014100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 23730 members 
Entering Unmasked Estep 
Score: -3014099.500000 Penalty: 3003.366455
	Iteration 48F: 3 clusters Score -3014100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Entering Unmasked Estep 
Score: -1338841.375000 Penalty: 1384.301514
	Iteration 0F: 2 clusters Score -1338841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1331576.250000 Penalty: 2768.603027
	Iteration 0F: 3 clusters Score -1331576 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1334074.250000 Penalty: 2768.603027
	Iteration 1F: 3 clusters Score -1334074 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1334408.750000 Penalty: 2768.603027
	Iteration 2F: 3 clusters Score -1334409 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1334625.625000 Penalty: 2768.603027
	Iteration 3Q: 3 clusters Score -1334626 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1334799.625000 Penalty: 2768.603027
	Iteration 4Q: 3 clusters Score -1334800 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1334967.625000 Penalty: 2768.603027
	Iteration 5Q: 3 clusters Score -1334968 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1335117.375000 Penalty: 2768.603027
	Iteration 6Q: 3 clusters Score -1335117 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1335254.000000 Penalty: 2768.603027
	Iteration 7Q: 3 clusters Score -1335254 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1335390.125000 Penalty: 2768.603027
	Iteration 8Q: 3 clusters Score -1335390 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1335532.375000 Penalty: 2768.603027
	Iteration 9Q: 3 clusters Score -1335532 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1335696.875000 Penalty: 2768.603027
	Iteration 10Q: 3 clusters Score -1335697 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1335889.125000 Penalty: 2768.603027
	Iteration 11Q: 3 clusters Score -1335889 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1336100.750000 Penalty: 2768.603027
	Iteration 12Q: 3 clusters Score -1336101 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1336346.250000 Penalty: 2768.603027
	Iteration 13Q: 3 clusters Score -1336346 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1336566.125000 Penalty: 2768.603027
	Iteration 14Q: 3 clusters Score -1336566 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1336778.000000 Penalty: 2768.603027
	Iteration 15Q: 3 clusters Score -1336778 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1336967.250000 Penalty: 2768.603027
	Iteration 16Q: 3 clusters Score -1336967 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1337107.750000 Penalty: 2768.603027
	Iteration 17Q: 3 clusters Score -1337108 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1337223.750000 Penalty: 2768.603027
	Iteration 18Q: 3 clusters Score -1337224 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1337317.875000 Penalty: 2768.603027
	Iteration 19Q: 3 clusters Score -1337318 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1337400.750000 Penalty: 2768.603027
	Iteration 20F: 3 clusters Score -1337401 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1337475.000000 Penalty: 2768.603027
	Iteration 21Q: 3 clusters Score -1337475 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1337530.500000 Penalty: 2768.603027
	Iteration 22Q: 3 clusters Score -1337530 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1337562.000000 Penalty: 2768.603027
	Iteration 23Q: 3 clusters Score -1337562 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1337582.375000 Penalty: 2768.603027
	Iteration 24Q: 3 clusters Score -1337582 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -1337607.500000 Penalty: 2768.603027
	Iteration 25Q: 3 clusters Score -1337608 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -1337626.125000 Penalty: 2768.603027
	Iteration 26Q: 3 clusters Score -1337626 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1337641.500000 Penalty: 2768.603027
	Iteration 27Q: 3 clusters Score -1337642 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1337659.250000 Penalty: 2768.603027
	Iteration 28Q: 3 clusters Score -1337659 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1337673.875000 Penalty: 2768.603027
	Iteration 29Q: 3 clusters Score -1337674 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1337685.000000 Penalty: 2768.603027
	Iteration 30Q: 3 clusters Score -1337685 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -1337694.375000 Penalty: 2768.603027
	Iteration 31Q: 3 clusters Score -1337694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1337699.625000 Penalty: 2768.603027
	Iteration 32Q: 3 clusters Score -1337700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -1337704.875000 Penalty: 2768.603027
	Iteration 33Q: 3 clusters Score -1337705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -1337704.250000 Penalty: 2768.603027
	Iteration 34Q: 3 clusters Score -1337704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -1337706.000000 Penalty: 2768.603027
	Iteration 35Q: 3 clusters Score -1337706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1337706.375000 Penalty: 2768.603027
	Iteration 36Q: 3 clusters Score -1337706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -1337708.750000 Penalty: 2768.603027
	Iteration 37Q: 3 clusters Score -1337709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -1337710.750000 Penalty: 2768.603027
	Iteration 38Q: 3 clusters Score -1337711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1337710.875000 Penalty: 2768.603027
	Iteration 39Q: 3 clusters Score -1337711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1337710.875000 Penalty: 2768.603027
	Iteration 40F: 3 clusters Score -1337711 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1337714.375000 Penalty: 2768.603027
	Iteration 41Q: 3 clusters Score -1337714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -1337717.750000 Penalty: 2768.603027
	Iteration 42Q: 3 clusters Score -1337718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1337716.750000 Penalty: 2768.603027
	Iteration 43Q: 3 clusters Score -1337717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1337717.250000 Penalty: 2768.603027
	Iteration 44Q: 3 clusters Score -1337717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1337717.500000 Penalty: 2768.603027
	Iteration 45Q: 3 clusters Score -1337718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1337717.750000 Penalty: 2768.603027
	Iteration 46Q: 3 clusters Score -1337718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1337719.875000 Penalty: 2768.603027
	Iteration 47Q: 3 clusters Score -1337720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1337723.750000 Penalty: 2768.603027
	Iteration 48Q: 3 clusters Score -1337724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -1337724.500000 Penalty: 2768.603027
	Iteration 49Q: 3 clusters Score -1337724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -1337727.250000 Penalty: 2768.603027
	Iteration 50Q: 3 clusters Score -1337727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1337730.500000 Penalty: 2768.603027
	Iteration 51Q: 3 clusters Score -1337730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1337732.500000 Penalty: 2768.603027
	Iteration 52Q: 3 clusters Score -1337732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1337739.750000 Penalty: 2768.603027
	Iteration 53Q: 3 clusters Score -1337740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -1337740.875000 Penalty: 2768.603027
	Iteration 54Q: 3 clusters Score -1337741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1337744.250000 Penalty: 2768.603027
	Iteration 55Q: 3 clusters Score -1337744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1337747.500000 Penalty: 2768.603027
	Iteration 56Q: 3 clusters Score -1337748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1337751.750000 Penalty: 2768.603027
	Iteration 57Q: 3 clusters Score -1337752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -1337753.500000 Penalty: 2768.603027
	Iteration 58Q: 3 clusters Score -1337754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1337754.750000 Penalty: 2768.603027
	Iteration 59Q: 3 clusters Score -1337755 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -1337765.250000 Penalty: 2768.603027
	Iteration 60F: 3 clusters Score -1337765 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1337769.375000 Penalty: 2768.603027
	Iteration 61Q: 3 clusters Score -1337769 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -1337773.875000 Penalty: 2768.603027
	Iteration 62Q: 3 clusters Score -1337774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1337778.625000 Penalty: 2768.603027
	Iteration 63Q: 3 clusters Score -1337779 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -1337784.750000 Penalty: 2768.603027
	Iteration 64Q: 3 clusters Score -1337785 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -1337788.000000 Penalty: 2768.603027
	Iteration 65Q: 3 clusters Score -1337788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -1337792.250000 Penalty: 2768.603027
	Iteration 66Q: 3 clusters Score -1337792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -1337793.750000 Penalty: 2768.603027
	Iteration 67Q: 3 clusters Score -1337794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -1337794.375000 Penalty: 2768.603027
	Iteration 68Q: 3 clusters Score -1337794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -1337796.375000 Penalty: 2768.603027
	Iteration 69Q: 3 clusters Score -1337796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1337799.625000 Penalty: 2768.603027
	Iteration 70Q: 3 clusters Score -1337800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1337799.375000 Penalty: 2768.603027
	Iteration 71Q: 3 clusters Score -1337799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1337800.750000 Penalty: 2768.603027
	Iteration 72Q: 3 clusters Score -1337801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1337808.125000 Penalty: 2768.603027
	Iteration 73Q: 3 clusters Score -1337808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1337807.250000 Penalty: 2768.603027
	Iteration 74Q: 3 clusters Score -1337807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1337807.250000 Penalty: 2768.603027
	Iteration 75F: 3 clusters Score -1337807 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Entering Unmasked Estep 
Score: -1127987.500000 Penalty: 1360.974609
	Iteration 0F: 2 clusters Score -1127988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1121560.500000 Penalty: 2721.949219
	Iteration 0F: 3 clusters Score -1121560 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1123709.750000 Penalty: 2721.949219
	Iteration 1F: 3 clusters Score -1123710 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1124052.750000 Penalty: 2721.949219
	Iteration 2F: 3 clusters Score -1124053 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1124317.750000 Penalty: 2721.949219
	Iteration 3F: 3 clusters Score -1124318 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1124592.875000 Penalty: 2721.949219
	Iteration 4Q: 3 clusters Score -1124593 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1124828.125000 Penalty: 2721.949219
	Iteration 5Q: 3 clusters Score -1124828 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1125026.875000 Penalty: 2721.949219
	Iteration 6Q: 3 clusters Score -1125027 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1125220.250000 Penalty: 2721.949219
	Iteration 7Q: 3 clusters Score -1125220 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1125427.875000 Penalty: 2721.949219
	Iteration 8Q: 3 clusters Score -1125428 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1125681.625000 Penalty: 2721.949219
	Iteration 9Q: 3 clusters Score -1125682 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1125913.375000 Penalty: 2721.949219
	Iteration 10Q: 3 clusters Score -1125913 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1126169.625000 Penalty: 2721.949219
	Iteration 11Q: 3 clusters Score -1126170 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1126448.000000 Penalty: 2721.949219
	Iteration 12Q: 3 clusters Score -1126448 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1126673.000000 Penalty: 2721.949219
	Iteration 13Q: 3 clusters Score -1126673 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1126889.000000 Penalty: 2721.949219
	Iteration 14Q: 3 clusters Score -1126889 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1127073.250000 Penalty: 2721.949219
	Iteration 15Q: 3 clusters Score -1127073 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1127221.750000 Penalty: 2721.949219
	Iteration 16Q: 3 clusters Score -1127222 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1127331.125000 Penalty: 2721.949219
	Iteration 17Q: 3 clusters Score -1127331 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1127399.125000 Penalty: 2721.949219
	Iteration 18Q: 3 clusters Score -1127399 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1127449.375000 Penalty: 2721.949219
	Iteration 19Q: 3 clusters Score -1127449 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1127474.000000 Penalty: 2721.949219
	Iteration 20F: 3 clusters Score -1127474 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1127485.875000 Penalty: 2721.949219
	Iteration 21Q: 3 clusters Score -1127486 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1127492.250000 Penalty: 2721.949219
	Iteration 22Q: 3 clusters Score -1127492 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1127499.625000 Penalty: 2721.949219
	Iteration 23Q: 3 clusters Score -1127500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1127506.875000 Penalty: 2721.949219
	Iteration 24Q: 3 clusters Score -1127507 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1127511.500000 Penalty: 2721.949219
	Iteration 25Q: 3 clusters Score -1127512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1127516.000000 Penalty: 2721.949219
	Iteration 26Q: 3 clusters Score -1127516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1127517.125000 Penalty: 2721.949219
	Iteration 27Q: 3 clusters Score -1127517 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1127517.875000 Penalty: 2721.949219
	Iteration 28Q: 3 clusters Score -1127518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1127521.000000 Penalty: 2721.949219
	Iteration 29Q: 3 clusters Score -1127521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1127521.750000 Penalty: 2721.949219
	Iteration 30Q: 3 clusters Score -1127522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1127523.625000 Penalty: 2721.949219
	Iteration 31Q: 3 clusters Score -1127524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1127525.125000 Penalty: 2721.949219
	Iteration 32Q: 3 clusters Score -1127525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1127526.375000 Penalty: 2721.949219
	Iteration 33Q: 3 clusters Score -1127526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1127527.125000 Penalty: 2721.949219
	Iteration 34Q: 3 clusters Score -1127527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1127530.375000 Penalty: 2721.949219
	Iteration 35Q: 3 clusters Score -1127530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1127529.500000 Penalty: 2721.949219
	Iteration 36Q: 3 clusters Score -1127530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1127532.125000 Penalty: 2721.949219
	Iteration 37Q: 3 clusters Score -1127532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1127533.125000 Penalty: 2721.949219
	Iteration 38Q: 3 clusters Score -1127533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1127536.375000 Penalty: 2721.949219
	Iteration 39Q: 3 clusters Score -1127536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1127535.875000 Penalty: 2721.949219
	Iteration 40F: 3 clusters Score -1127536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1127536.000000 Penalty: 2721.949219
	Iteration 41Q: 3 clusters Score -1127536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1127535.875000 Penalty: 2721.949219
	Iteration 42Q: 3 clusters Score -1127536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1127538.375000 Penalty: 2721.949219
	Iteration 43Q: 3 clusters Score -1127538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1127536.000000 Penalty: 2721.949219
	Iteration 44Q: 3 clusters Score -1127536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1127537.125000 Penalty: 2721.949219
	Iteration 45Q: 3 clusters Score -1127537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1127540.250000 Penalty: 2721.949219
	Iteration 46Q: 3 clusters Score -1127540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1127538.250000 Penalty: 2721.949219
	Iteration 47Q: 3 clusters Score -1127538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1127539.500000 Penalty: 2721.949219
	Iteration 48Q: 3 clusters Score -1127540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1127539.125000 Penalty: 2721.949219
	Iteration 49Q: 3 clusters Score -1127539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1127538.625000 Penalty: 2721.949219
	Iteration 50Q: 3 clusters Score -1127539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1127539.750000 Penalty: 2721.949219
	Iteration 51Q: 3 clusters Score -1127540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1127539.750000 Penalty: 2721.949219
	Iteration 52F: 3 clusters Score -1127540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (82092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82092 members 
Entering Unmasked Estep 
Score: -10293276.000000 Penalty: 1683.760620
	Iteration 0F: 2 clusters Score -1.029328e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41040 members 
Mstep: Class 2 contains 41052 members 
Entering Unmasked Estep 
Score: -10247486.000000 Penalty: 3367.521240
	Iteration 0F: 3 clusters Score -1.024749e+07 nChanged 38742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39896 members 
Mstep: Class 2 contains 42196 members 
Entering Unmasked Estep 
Score: -10269471.000000 Penalty: 3367.521240
	Iteration 1F: 3 clusters Score -1.026947e+07 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39073 members 
Mstep: Class 2 contains 43019 members 
Entering Unmasked Estep 
Score: -10270457.000000 Penalty: 3367.521240
	Iteration 2Q: 3 clusters Score -1.027046e+07 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37952 members 
Mstep: Class 2 contains 44140 members 
Entering Unmasked Estep 
Score: -10271578.000000 Penalty: 3367.521240
	Iteration 3Q: 3 clusters Score -1.027158e+07 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36401 members 
Mstep: Class 2 contains 45691 members 
Entering Unmasked Estep 
Score: -10273108.000000 Penalty: 3367.521240
	Iteration 4Q: 3 clusters Score -1.027311e+07 nChanged 4356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34331 members 
Mstep: Class 2 contains 47761 members 
Entering Unmasked Estep 
Score: -10274909.000000 Penalty: 3367.521240
	Iteration 5F: 3 clusters Score -1.027491e+07 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31802 members 
Mstep: Class 2 contains 50290 members 
Entering Unmasked Estep 
Score: -10276945.000000 Penalty: 3367.521240
	Iteration 6F: 3 clusters Score -1.027694e+07 nChanged 4977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28809 members 
Mstep: Class 2 contains 53283 members 
Entering Unmasked Estep 
Score: -10279263.000000 Penalty: 3367.521240
	Iteration 7F: 3 clusters Score -1.027926e+07 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25665 members 
Mstep: Class 2 contains 56427 members 
Entering Unmasked Estep 
Score: -10281311.000000 Penalty: 3367.521240
	Iteration 8F: 3 clusters Score -1.028131e+07 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22628 members 
Mstep: Class 2 contains 59464 members 
Entering Unmasked Estep 
Score: -10282943.000000 Penalty: 3367.521240
	Iteration 9F: 3 clusters Score -1.028294e+07 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19741 members 
Mstep: Class 2 contains 62351 members 
Entering Unmasked Estep 
Score: -10284369.000000 Penalty: 3367.521240
	Iteration 10Q: 3 clusters Score -1.028437e+07 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 65061 members 
Entering Unmasked Estep 
Score: -10285695.000000 Penalty: 3367.521240
	Iteration 11Q: 3 clusters Score -1.02857e+07 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 67731 members 
Entering Unmasked Estep 
Score: -10287168.000000 Penalty: 3367.521240
	Iteration 12Q: 3 clusters Score -1.028717e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 70371 members 
Entering Unmasked Estep 
Score: -10288555.000000 Penalty: 3367.521240
	Iteration 13Q: 3 clusters Score -1.028856e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 72792 members 
Entering Unmasked Estep 
Score: -10289651.000000 Penalty: 3367.521240
	Iteration 14Q: 3 clusters Score -1.028965e+07 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 74878 members 
Entering Unmasked Estep 
Score: -10290428.000000 Penalty: 3367.521240
	Iteration 15Q: 3 clusters Score -1.029043e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 76644 members 
Entering Unmasked Estep 
Score: -10291121.000000 Penalty: 3367.521240
	Iteration 16Q: 3 clusters Score -1.029112e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 77943 members 
Entering Unmasked Estep 
Score: -10291639.000000 Penalty: 3367.521240
	Iteration 17Q: 3 clusters Score -1.029164e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 78926 members 
Entering Unmasked Estep 
Score: -10291868.000000 Penalty: 3367.521240
	Iteration 18Q: 3 clusters Score -1.029187e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 79649 members 
Entering Unmasked Estep 
Score: -10291973.000000 Penalty: 3367.521240
	Iteration 19Q: 3 clusters Score -1.029197e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 80134 members 
Entering Unmasked Estep 
Score: -10292030.000000 Penalty: 3367.521240
	Iteration 20F: 3 clusters Score -1.029203e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 80454 members 
Entering Unmasked Estep 
Score: -10292109.000000 Penalty: 3367.521240
	Iteration 21Q: 3 clusters Score -1.029211e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 80672 members 
Entering Unmasked Estep 
Score: -10292131.000000 Penalty: 3367.521240
	Iteration 22Q: 3 clusters Score -1.029213e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 80829 members 
Entering Unmasked Estep 
Score: -10292161.000000 Penalty: 3367.521240
	Iteration 23Q: 3 clusters Score -1.029216e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 80956 members 
Entering Unmasked Estep 
Score: -10292145.000000 Penalty: 3367.521240
	Iteration 24Q: 3 clusters Score -1.029214e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 81046 members 
Entering Unmasked Estep 
Score: -10292212.000000 Penalty: 3367.521240
	Iteration 25Q: 3 clusters Score -1.029221e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 81115 members 
Entering Unmasked Estep 
Score: -10292183.000000 Penalty: 3367.521240
	Iteration 26Q: 3 clusters Score -1.029218e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 81157 members 
Entering Unmasked Estep 
Score: -10292202.000000 Penalty: 3367.521240
	Iteration 27Q: 3 clusters Score -1.02922e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 81186 members 
Entering Unmasked Estep 
Score: -10292242.000000 Penalty: 3367.521240
	Iteration 28Q: 3 clusters Score -1.029224e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 81215 members 
Entering Unmasked Estep 
Score: -10292245.000000 Penalty: 3367.521240
	Iteration 29Q: 3 clusters Score -1.029224e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 81241 members 
Entering Unmasked Estep 
Score: -10292255.000000 Penalty: 3367.521240
	Iteration 30Q: 3 clusters Score -1.029226e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 81263 members 
Entering Unmasked Estep 
Score: -10292278.000000 Penalty: 3367.521240
	Iteration 31Q: 3 clusters Score -1.029228e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 81274 members 
Entering Unmasked Estep 
Score: -10292269.000000 Penalty: 3367.521240
	Iteration 32Q: 3 clusters Score -1.029227e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 81285 members 
Entering Unmasked Estep 
Score: -10292253.000000 Penalty: 3367.521240
	Iteration 33Q: 3 clusters Score -1.029225e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 81291 members 
Entering Unmasked Estep 
Score: -10292255.000000 Penalty: 3367.521240
	Iteration 34Q: 3 clusters Score -1.029226e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 81302 members 
Entering Unmasked Estep 
Score: -10292248.000000 Penalty: 3367.521240
	Iteration 35Q: 3 clusters Score -1.029225e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 81311 members 
Entering Unmasked Estep 
Score: -10292258.000000 Penalty: 3367.521240
	Iteration 36Q: 3 clusters Score -1.029226e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 81321 members 
Entering Unmasked Estep 
Score: -10292247.000000 Penalty: 3367.521240
	Iteration 37Q: 3 clusters Score -1.029225e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 81324 members 
Entering Unmasked Estep 
Score: -10292259.000000 Penalty: 3367.521240
	Iteration 38Q: 3 clusters Score -1.029226e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 81331 members 
Entering Unmasked Estep 
Score: -10292271.000000 Penalty: 3367.521240
	Iteration 39Q: 3 clusters Score -1.029227e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 81336 members 
Entering Unmasked Estep 
Score: -10292273.000000 Penalty: 3367.521240
	Iteration 40F: 3 clusters Score -1.029227e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 81342 members 
Entering Unmasked Estep 
Score: -10292280.000000 Penalty: 3367.521240
	Iteration 41Q: 3 clusters Score -1.029228e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 81345 members 
Entering Unmasked Estep 
Score: -10292278.000000 Penalty: 3367.521240
	Iteration 42Q: 3 clusters Score -1.029228e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 81351 members 
Entering Unmasked Estep 
Score: -10292282.000000 Penalty: 3367.521240
	Iteration 43Q: 3 clusters Score -1.029228e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 81357 members 
Entering Unmasked Estep 
Score: -10292287.000000 Penalty: 3367.521240
	Iteration 44Q: 3 clusters Score -1.029229e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 81365 members 
Entering Unmasked Estep 
Score: -10292285.000000 Penalty: 3367.521240
	Iteration 45Q: 3 clusters Score -1.029228e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 81371 members 
Entering Unmasked Estep 
Score: -10292283.000000 Penalty: 3367.521240
	Iteration 46Q: 3 clusters Score -1.029228e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 81374 members 
Entering Unmasked Estep 
Score: -10292275.000000 Penalty: 3367.521240
	Iteration 47Q: 3 clusters Score -1.029228e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 81378 members 
Entering Unmasked Estep 
Score: -10292269.000000 Penalty: 3367.521240
	Iteration 48Q: 3 clusters Score -1.029227e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 81379 members 
Entering Unmasked Estep 
Score: -10292276.000000 Penalty: 3367.521240
	Iteration 49Q: 3 clusters Score -1.029228e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 81381 members 
Entering Unmasked Estep 
Score: -10292275.000000 Penalty: 3367.521240
	Iteration 50Q: 3 clusters Score -1.029228e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 81382 members 
Entering Unmasked Estep 
Score: -10292274.000000 Penalty: 3367.521240
	Iteration 51Q: 3 clusters Score -1.029227e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 81385 members 
Entering Unmasked Estep 
Score: -10292275.000000 Penalty: 3367.521240
	Iteration 52Q: 3 clusters Score -1.029228e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 81387 members 
Entering Unmasked Estep 
Score: -10292280.000000 Penalty: 3367.521240
	Iteration 53Q: 3 clusters Score -1.029228e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 81388 members 
Entering Unmasked Estep 
Score: -10292274.000000 Penalty: 3367.521240
	Iteration 54Q: 3 clusters Score -1.029227e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 81388 members 
Entering Unmasked Estep 
Score: -10292274.000000 Penalty: 3367.521240
	Iteration 55F: 3 clusters Score -1.029227e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Entering Unmasked Estep 
Score: -166707.250000 Penalty: 1126.328491
	Iteration 0F: 2 clusters Score -166707.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -164985.234375 Penalty: 2252.656982
	Iteration 0F: 3 clusters Score -164985.2 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -166473.218750 Penalty: 2252.656982
	Iteration 1F: 3 clusters Score -166473.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -168391.453125 Penalty: 2252.656982
	Iteration 2F: 3 clusters Score -168391.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -169969.140625 Penalty: 2252.656982
	Iteration 3F: 3 clusters Score -169969.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -170655.140625 Penalty: 2252.656982
	Iteration 4F: 3 clusters Score -170655.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -171187.359375 Penalty: 2252.656982
	Iteration 5F: 3 clusters Score -171187.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -172021.609375 Penalty: 2252.656982
	Iteration 6F: 3 clusters Score -172021.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -172420.937500 Penalty: 2252.656982
	Iteration 7Q: 3 clusters Score -172420.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -172539.062500 Penalty: 2252.656982
	Iteration 8Q: 3 clusters Score -172539.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -172582.265625 Penalty: 2252.656982
	Iteration 9Q: 3 clusters Score -172582.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -172593.328125 Penalty: 2252.656982
	Iteration 10Q: 3 clusters Score -172593.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -172599.359375 Penalty: 2252.656982
	Iteration 11Q: 3 clusters Score -172599.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -172599.828125 Penalty: 2252.656982
	Iteration 12Q: 3 clusters Score -172599.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -172599.828125 Penalty: 2252.656982
	Iteration 13F: 3 clusters Score -172599.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 6924 members 
Mstep: Class 3 contains 36190 members 
Mstep: Class 4 contains 34762 members 
Mstep: Class 5 contains 75026 members 
Mstep: Class 6 contains 24148 members 
Mstep: Class 7 contains 10972 members 
Mstep: Class 8 contains 9380 members 
Mstep: Class 9 contains 82092 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 10886 members 
Mstep: Class 12 contains 74566 members 
Mstep: Class 13 contains 39116 members 
Mstep: Class 14 contains 3333 members 
Mstep: Class 15 contains 5130 members 
Mstep: Class 16 contains 17335 members 
Mstep: Class 17 contains 10309 members 
Mstep: Class 18 contains 32426 members 
Mstep: Class 19 contains 64546 members 
Mstep: Class 20 contains 1886 members 
Mstep: Class 21 contains 1207 members 
Mstep: Class 22 contains 8771 members 
Mstep: Class 23 contains 1106 members 
Mstep: Class 24 contains 9785 members 
Mstep: Class 25 contains 7917 members 
Mstep: Class 26 contains 40102 members 
Mstep: Class 27 contains 22441 members 
Mstep: Class 28 contains 7947 members 
Mstep: Class 29 contains 4957 members 
Mstep: Class 30 contains 1059 members 
Entering Unmasked Estep 
Score: -80963728.000000 Penalty: 59864.078125
Splitting cluster 10 changes total score from -80958840.000000 to -80963728.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 11 (10886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Entering Unmasked Estep 
Score: -1312805.500000 Penalty: 1383.130615
	Iteration 0F: 2 clusters Score -1312806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1305513.000000 Penalty: 2766.261230
	Iteration 0F: 3 clusters Score -1305513 nChanged 4587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1308120.375000 Penalty: 2766.261230
	Iteration 1F: 3 clusters Score -1308120 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1308565.375000 Penalty: 2766.261230
	Iteration 2F: 3 clusters Score -1308565 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1308957.375000 Penalty: 2766.261230
	Iteration 3F: 3 clusters Score -1308957 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1309407.125000 Penalty: 2766.261230
	Iteration 4F: 3 clusters Score -1309407 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1309889.875000 Penalty: 2766.261230
	Iteration 5F: 3 clusters Score -1309890 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1310302.000000 Penalty: 2766.261230
	Iteration 6F: 3 clusters Score -1310302 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1310653.750000 Penalty: 2766.261230
	Iteration 7Q: 3 clusters Score -1310654 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1310959.500000 Penalty: 2766.261230
	Iteration 8Q: 3 clusters Score -1310960 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1311187.750000 Penalty: 2766.261230
	Iteration 9Q: 3 clusters Score -1311188 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1311357.875000 Penalty: 2766.261230
	Iteration 10Q: 3 clusters Score -1311358 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1311506.000000 Penalty: 2766.261230
	Iteration 11Q: 3 clusters Score -1311506 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1311587.625000 Penalty: 2766.261230
	Iteration 12Q: 3 clusters Score -1311588 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1311654.250000 Penalty: 2766.261230
	Iteration 13Q: 3 clusters Score -1311654 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1311718.500000 Penalty: 2766.261230
	Iteration 14Q: 3 clusters Score -1311718 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1311803.875000 Penalty: 2766.261230
	Iteration 15Q: 3 clusters Score -1311804 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1311886.625000 Penalty: 2766.261230
	Iteration 16Q: 3 clusters Score -1311887 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1311971.500000 Penalty: 2766.261230
	Iteration 17Q: 3 clusters Score -1311972 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1312048.750000 Penalty: 2766.261230
	Iteration 18Q: 3 clusters Score -1312049 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1312127.500000 Penalty: 2766.261230
	Iteration 19Q: 3 clusters Score -1312128 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1312216.625000 Penalty: 2766.261230
	Iteration 20F: 3 clusters Score -1312217 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1312291.500000 Penalty: 2766.261230
	Iteration 21Q: 3 clusters Score -1312292 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1312376.375000 Penalty: 2766.261230
	Iteration 22Q: 3 clusters Score -1312376 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1312477.000000 Penalty: 2766.261230
	Iteration 23Q: 3 clusters Score -1312477 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1312558.500000 Penalty: 2766.261230
	Iteration 24Q: 3 clusters Score -1312558 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1312645.750000 Penalty: 2766.261230
	Iteration 25Q: 3 clusters Score -1312646 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1312730.375000 Penalty: 2766.261230
	Iteration 26Q: 3 clusters Score -1312730 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1312798.375000 Penalty: 2766.261230
	Iteration 27Q: 3 clusters Score -1312798 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1312849.375000 Penalty: 2766.261230
	Iteration 28Q: 3 clusters Score -1312849 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1312893.625000 Penalty: 2766.261230
	Iteration 29Q: 3 clusters Score -1312894 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1312940.625000 Penalty: 2766.261230
	Iteration 30Q: 3 clusters Score -1312941 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1312985.875000 Penalty: 2766.261230
	Iteration 31Q: 3 clusters Score -1312986 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1313038.000000 Penalty: 2766.261230
	Iteration 32Q: 3 clusters Score -1313038 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1313094.125000 Penalty: 2766.261230
	Iteration 33Q: 3 clusters Score -1313094 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1313121.875000 Penalty: 2766.261230
	Iteration 34Q: 3 clusters Score -1313122 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1313150.000000 Penalty: 2766.261230
	Iteration 35Q: 3 clusters Score -1313150 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1313160.250000 Penalty: 2766.261230
	Iteration 36Q: 3 clusters Score -1313160 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1313168.750000 Penalty: 2766.261230
	Iteration 37Q: 3 clusters Score -1313169 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1313180.125000 Penalty: 2766.261230
	Iteration 38Q: 3 clusters Score -1313180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1313182.375000 Penalty: 2766.261230
	Iteration 39Q: 3 clusters Score -1313182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1313183.750000 Penalty: 2766.261230
	Iteration 40F: 3 clusters Score -1313184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1313184.125000 Penalty: 2766.261230
	Iteration 41Q: 3 clusters Score -1313184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1313183.000000 Penalty: 2766.261230
	Iteration 42Q: 3 clusters Score -1313183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1313187.625000 Penalty: 2766.261230
	Iteration 43Q: 3 clusters Score -1313188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1313188.000000 Penalty: 2766.261230
	Iteration 44Q: 3 clusters Score -1313188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1313187.250000 Penalty: 2766.261230
	Iteration 45Q: 3 clusters Score -1313187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1313187.625000 Penalty: 2766.261230
	Iteration 46Q: 3 clusters Score -1313188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1313189.125000 Penalty: 2766.261230
	Iteration 47Q: 3 clusters Score -1313189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1313190.125000 Penalty: 2766.261230
	Iteration 48Q: 3 clusters Score -1313190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1313194.875000 Penalty: 2766.261230
	Iteration 49Q: 3 clusters Score -1313195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1313195.875000 Penalty: 2766.261230
	Iteration 50Q: 3 clusters Score -1313196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1313196.750000 Penalty: 2766.261230
	Iteration 51Q: 3 clusters Score -1313197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1313195.500000 Penalty: 2766.261230
	Iteration 52Q: 3 clusters Score -1313196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1313196.500000 Penalty: 2766.261230
	Iteration 53Q: 3 clusters Score -1313196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1313196.625000 Penalty: 2766.261230
	Iteration 54Q: 3 clusters Score -1313197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1313196.125000 Penalty: 2766.261230
	Iteration 55Q: 3 clusters Score -1313196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1313194.750000 Penalty: 2766.261230
	Iteration 56Q: 3 clusters Score -1313195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1313194.750000 Penalty: 2766.261230
	Iteration 57F: 3 clusters Score -1313195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 6924 members 
Mstep: Class 3 contains 36190 members 
Mstep: Class 4 contains 34762 members 
Mstep: Class 5 contains 75026 members 
Mstep: Class 6 contains 24148 members 
Mstep: Class 7 contains 10972 members 
Mstep: Class 8 contains 9380 members 
Mstep: Class 9 contains 82092 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 1198 members 
Mstep: Class 12 contains 74566 members 
Mstep: Class 13 contains 39116 members 
Mstep: Class 14 contains 3333 members 
Mstep: Class 15 contains 5130 members 
Mstep: Class 16 contains 17335 members 
Mstep: Class 17 contains 10309 members 
Mstep: Class 18 contains 32426 members 
Mstep: Class 19 contains 64546 members 
Mstep: Class 20 contains 1886 members 
Mstep: Class 21 contains 1207 members 
Mstep: Class 22 contains 8771 members 
Mstep: Class 23 contains 1106 members 
Mstep: Class 24 contains 9785 members 
Mstep: Class 25 contains 7917 members 
Mstep: Class 26 contains 40102 members 
Mstep: Class 27 contains 22441 members 
Mstep: Class 28 contains 7947 members 
Mstep: Class 29 contains 4957 members 
Mstep: Class 30 contains 1059 members 
Mstep: Class 31 contains 9688 members 
Entering Unmasked Estep 
Score: -80963440.000000 Penalty: 61859.550781
Splitting cluster 11 changes total score from -80958840.000000 to -80963440.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 12 (74566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74566 members 
Entering Unmasked Estep 
Score: -9542935.000000 Penalty: 1669.452637
	Iteration 0F: 2 clusters Score -9542935 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37337 members 
Mstep: Class 2 contains 37229 members 
Entering Unmasked Estep 
Score: -9498055.000000 Penalty: 3338.905273
	Iteration 0F: 3 clusters Score -9498055 nChanged 35112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37379 members 
Mstep: Class 2 contains 37187 members 
Entering Unmasked Estep 
Score: -9518178.000000 Penalty: 3338.905273
	Iteration 1F: 3 clusters Score -9518178 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37368 members 
Mstep: Class 2 contains 37198 members 
Entering Unmasked Estep 
Score: -9518875.000000 Penalty: 3338.905273
	Iteration 2Q: 3 clusters Score -9518875 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37227 members 
Mstep: Class 2 contains 37339 members 
Entering Unmasked Estep 
Score: -9519545.000000 Penalty: 3338.905273
	Iteration 3Q: 3 clusters Score -9519545 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37000 members 
Mstep: Class 2 contains 37566 members 
Entering Unmasked Estep 
Score: -9520370.000000 Penalty: 3338.905273
	Iteration 4Q: 3 clusters Score -9520370 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36596 members 
Mstep: Class 2 contains 37970 members 
Entering Unmasked Estep 
Score: -9521493.000000 Penalty: 3338.905273
	Iteration 5Q: 3 clusters Score -9521493 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36047 members 
Mstep: Class 2 contains 38519 members 
Entering Unmasked Estep 
Score: -9522849.000000 Penalty: 3338.905273
	Iteration 6Q: 3 clusters Score -9522849 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35391 members 
Mstep: Class 2 contains 39175 members 
Entering Unmasked Estep 
Score: -9524597.000000 Penalty: 3338.905273
	Iteration 7Q: 3 clusters Score -9524597 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34633 members 
Mstep: Class 2 contains 39933 members 
Entering Unmasked Estep 
Score: -9526595.000000 Penalty: 3338.905273
	Iteration 8F: 3 clusters Score -9526595 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33852 members 
Mstep: Class 2 contains 40714 members 
Entering Unmasked Estep 
Score: -9528473.000000 Penalty: 3338.905273
	Iteration 9F: 3 clusters Score -9528473 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33266 members 
Mstep: Class 2 contains 41300 members 
Entering Unmasked Estep 
Score: -9530076.000000 Penalty: 3338.905273
	Iteration 10Q: 3 clusters Score -9530076 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32821 members 
Mstep: Class 2 contains 41745 members 
Entering Unmasked Estep 
Score: -9531412.000000 Penalty: 3338.905273
	Iteration 11Q: 3 clusters Score -9531412 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32545 members 
Mstep: Class 2 contains 42021 members 
Entering Unmasked Estep 
Score: -9532778.000000 Penalty: 3338.905273
	Iteration 12Q: 3 clusters Score -9532778 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32325 members 
Mstep: Class 2 contains 42241 members 
Entering Unmasked Estep 
Score: -9534124.000000 Penalty: 3338.905273
	Iteration 13Q: 3 clusters Score -9534124 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32163 members 
Mstep: Class 2 contains 42403 members 
Entering Unmasked Estep 
Score: -9535896.000000 Penalty: 3338.905273
	Iteration 14Q: 3 clusters Score -9535896 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31939 members 
Mstep: Class 2 contains 42627 members 
Entering Unmasked Estep 
Score: -9537637.000000 Penalty: 3338.905273
	Iteration 15Q: 3 clusters Score -9537637 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31702 members 
Mstep: Class 2 contains 42864 members 
Entering Unmasked Estep 
Score: -9538951.000000 Penalty: 3338.905273
	Iteration 16Q: 3 clusters Score -9538951 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31543 members 
Mstep: Class 2 contains 43023 members 
Entering Unmasked Estep 
Score: -9539719.000000 Penalty: 3338.905273
	Iteration 17Q: 3 clusters Score -9539719 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31432 members 
Mstep: Class 2 contains 43134 members 
Entering Unmasked Estep 
Score: -9540241.000000 Penalty: 3338.905273
	Iteration 18Q: 3 clusters Score -9540241 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31382 members 
Mstep: Class 2 contains 43184 members 
Entering Unmasked Estep 
Score: -9540595.000000 Penalty: 3338.905273
	Iteration 19Q: 3 clusters Score -9540595 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31379 members 
Mstep: Class 2 contains 43187 members 
Entering Unmasked Estep 
Score: -9540884.000000 Penalty: 3338.905273
	Iteration 20F: 3 clusters Score -9540884 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31376 members 
Mstep: Class 2 contains 43190 members 
Entering Unmasked Estep 
Score: -9541101.000000 Penalty: 3338.905273
	Iteration 21Q: 3 clusters Score -9541101 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31353 members 
Mstep: Class 2 contains 43213 members 
Entering Unmasked Estep 
Score: -9541236.000000 Penalty: 3338.905273
	Iteration 22Q: 3 clusters Score -9541236 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31326 members 
Mstep: Class 2 contains 43240 members 
Entering Unmasked Estep 
Score: -9541306.000000 Penalty: 3338.905273
	Iteration 23Q: 3 clusters Score -9541306 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31312 members 
Mstep: Class 2 contains 43254 members 
Entering Unmasked Estep 
Score: -9541348.000000 Penalty: 3338.905273
	Iteration 24Q: 3 clusters Score -9541348 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31320 members 
Mstep: Class 2 contains 43246 members 
Entering Unmasked Estep 
Score: -9541368.000000 Penalty: 3338.905273
	Iteration 25Q: 3 clusters Score -9541368 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31340 members 
Mstep: Class 2 contains 43226 members 
Entering Unmasked Estep 
Score: -9541382.000000 Penalty: 3338.905273
	Iteration 26Q: 3 clusters Score -9541382 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31332 members 
Mstep: Class 2 contains 43234 members 
Entering Unmasked Estep 
Score: -9541398.000000 Penalty: 3338.905273
	Iteration 27Q: 3 clusters Score -9541398 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31305 members 
Mstep: Class 2 contains 43261 members 
Entering Unmasked Estep 
Score: -9541444.000000 Penalty: 3338.905273
	Iteration 28Q: 3 clusters Score -9541444 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31291 members 
Mstep: Class 2 contains 43275 members 
Entering Unmasked Estep 
Score: -9541428.000000 Penalty: 3338.905273
	Iteration 29Q: 3 clusters Score -9541428 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31254 members 
Mstep: Class 2 contains 43312 members 
Entering Unmasked Estep 
Score: -9541450.000000 Penalty: 3338.905273
	Iteration 30Q: 3 clusters Score -9541450 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31229 members 
Mstep: Class 2 contains 43337 members 
Entering Unmasked Estep 
Score: -9541438.000000 Penalty: 3338.905273
	Iteration 31Q: 3 clusters Score -9541438 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31229 members 
Mstep: Class 2 contains 43337 members 
Entering Unmasked Estep 
Score: -9541459.000000 Penalty: 3338.905273
	Iteration 32Q: 3 clusters Score -9541459 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31231 members 
Mstep: Class 2 contains 43335 members 
Entering Unmasked Estep 
Score: -9541463.000000 Penalty: 3338.905273
	Iteration 33Q: 3 clusters Score -9541463 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31229 members 
Mstep: Class 2 contains 43337 members 
Entering Unmasked Estep 
Score: -9541449.000000 Penalty: 3338.905273
	Iteration 34Q: 3 clusters Score -9541449 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31238 members 
Mstep: Class 2 contains 43328 members 
Entering Unmasked Estep 
Score: -9541456.000000 Penalty: 3338.905273
	Iteration 35Q: 3 clusters Score -9541456 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31238 members 
Mstep: Class 2 contains 43328 members 
Entering Unmasked Estep 
Score: -9541451.000000 Penalty: 3338.905273
	Iteration 36Q: 3 clusters Score -9541451 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31239 members 
Mstep: Class 2 contains 43327 members 
Entering Unmasked Estep 
Score: -9541454.000000 Penalty: 3338.905273
	Iteration 37Q: 3 clusters Score -9541454 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31244 members 
Mstep: Class 2 contains 43322 members 
Entering Unmasked Estep 
Score: -9541465.000000 Penalty: 3338.905273
	Iteration 38Q: 3 clusters Score -9541465 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31253 members 
Mstep: Class 2 contains 43313 members 
Entering Unmasked Estep 
Score: -9541458.000000 Penalty: 3338.905273
	Iteration 39Q: 3 clusters Score -9541458 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31258 members 
Mstep: Class 2 contains 43308 members 
Entering Unmasked Estep 
Score: -9541451.000000 Penalty: 3338.905273
	Iteration 40F: 3 clusters Score -9541451 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31263 members 
Mstep: Class 2 contains 43303 members 
Entering Unmasked Estep 
Score: -9541427.000000 Penalty: 3338.905273
	Iteration 41Q: 3 clusters Score -9541427 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31267 members 
Mstep: Class 2 contains 43299 members 
Entering Unmasked Estep 
Score: -9541440.000000 Penalty: 3338.905273
	Iteration 42Q: 3 clusters Score -9541440 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31278 members 
Mstep: Class 2 contains 43288 members 
Entering Unmasked Estep 
Score: -9541454.000000 Penalty: 3338.905273
	Iteration 43Q: 3 clusters Score -9541454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31277 members 
Mstep: Class 2 contains 43289 members 
Entering Unmasked Estep 
Score: -9541451.000000 Penalty: 3338.905273
	Iteration 44Q: 3 clusters Score -9541451 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31282 members 
Mstep: Class 2 contains 43284 members 
Entering Unmasked Estep 
Score: -9541460.000000 Penalty: 3338.905273
	Iteration 45Q: 3 clusters Score -9541460 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31284 members 
Mstep: Class 2 contains 43282 members 
Entering Unmasked Estep 
Score: -9541461.000000 Penalty: 3338.905273
	Iteration 46Q: 3 clusters Score -9541461 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31284 members 
Mstep: Class 2 contains 43282 members 
Entering Unmasked Estep 
Score: -9541463.000000 Penalty: 3338.905273
	Iteration 47Q: 3 clusters Score -9541463 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31287 members 
Mstep: Class 2 contains 43279 members 
Entering Unmasked Estep 
Score: -9541461.000000 Penalty: 3338.905273
	Iteration 48Q: 3 clusters Score -9541461 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31291 members 
Mstep: Class 2 contains 43275 members 
Entering Unmasked Estep 
Score: -9541472.000000 Penalty: 3338.905273
	Iteration 49Q: 3 clusters Score -9541472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31297 members 
Mstep: Class 2 contains 43269 members 
Entering Unmasked Estep 
Score: -9541473.000000 Penalty: 3338.905273
	Iteration 50Q: 3 clusters Score -9541473 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31303 members 
Mstep: Class 2 contains 43263 members 
Entering Unmasked Estep 
Score: -9541470.000000 Penalty: 3338.905273
	Iteration 51Q: 3 clusters Score -9541470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31305 members 
Mstep: Class 2 contains 43261 members 
Entering Unmasked Estep 
Score: -9541473.000000 Penalty: 3338.905273
	Iteration 52Q: 3 clusters Score -9541473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31310 members 
Mstep: Class 2 contains 43256 members 
Entering Unmasked Estep 
Score: -9541469.000000 Penalty: 3338.905273
	Iteration 53Q: 3 clusters Score -9541469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31314 members 
Mstep: Class 2 contains 43252 members 
Entering Unmasked Estep 
Score: -9541481.000000 Penalty: 3338.905273
	Iteration 54Q: 3 clusters Score -9541481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31314 members 
Mstep: Class 2 contains 43252 members 
Entering Unmasked Estep 
Score: -9541480.000000 Penalty: 3338.905273
	Iteration 55Q: 3 clusters Score -9541480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31316 members 
Mstep: Class 2 contains 43250 members 
Entering Unmasked Estep 
Score: -9541479.000000 Penalty: 3338.905273
	Iteration 56Q: 3 clusters Score -9541479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31318 members 
Mstep: Class 2 contains 43248 members 
Entering Unmasked Estep 
Score: -9541473.000000 Penalty: 3338.905273
	Iteration 57Q: 3 clusters Score -9541473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31319 members 
Mstep: Class 2 contains 43247 members 
Entering Unmasked Estep 
Score: -9541472.000000 Penalty: 3338.905273
	Iteration 58Q: 3 clusters Score -9541472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31323 members 
Mstep: Class 2 contains 43243 members 
Entering Unmasked Estep 
Score: -9541474.000000 Penalty: 3338.905273
	Iteration 59Q: 3 clusters Score -9541474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31331 members 
Mstep: Class 2 contains 43235 members 
Entering Unmasked Estep 
Score: -9541460.000000 Penalty: 3338.905273
	Iteration 60F: 3 clusters Score -9541460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31338 members 
Mstep: Class 2 contains 43228 members 
Entering Unmasked Estep 
Score: -9541470.000000 Penalty: 3338.905273
	Iteration 61Q: 3 clusters Score -9541470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31343 members 
Mstep: Class 2 contains 43223 members 
Entering Unmasked Estep 
Score: -9541473.000000 Penalty: 3338.905273
	Iteration 62Q: 3 clusters Score -9541473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31343 members 
Mstep: Class 2 contains 43223 members 
Entering Unmasked Estep 
Score: -9541473.000000 Penalty: 3338.905273
	Iteration 63F: 3 clusters Score -9541473 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (39116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39116 members 
Entering Unmasked Estep 
Score: -4938888.500000 Penalty: 1573.453857
	Iteration 0F: 2 clusters Score -4938888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
Score: -4913697.000000 Penalty: 3146.907715
	Iteration 0F: 3 clusters Score -4913697 nChanged 17863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -4923486.500000 Penalty: 3146.907715
	Iteration 1F: 3 clusters Score -4923486 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -4924131.000000 Penalty: 3146.907715
	Iteration 2Q: 3 clusters Score -4924131 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -4924711.500000 Penalty: 3146.907715
	Iteration 3Q: 3 clusters Score -4924712 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 22218 members 
Entering Unmasked Estep 
Score: -4925458.500000 Penalty: 3146.907715
	Iteration 4Q: 3 clusters Score -4925458 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 23246 members 
Entering Unmasked Estep 
Score: -4926236.500000 Penalty: 3146.907715
	Iteration 5Q: 3 clusters Score -4926236 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 24611 members 
Entering Unmasked Estep 
Score: -4927267.000000 Penalty: 3146.907715
	Iteration 6Q: 3 clusters Score -4927267 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 26273 members 
Entering Unmasked Estep 
Score: -4928473.500000 Penalty: 3146.907715
	Iteration 7F: 3 clusters Score -4928474 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 28230 members 
Entering Unmasked Estep 
Score: -4930017.500000 Penalty: 3146.907715
	Iteration 8F: 3 clusters Score -4930018 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 30413 members 
Entering Unmasked Estep 
Score: -4931855.000000 Penalty: 3146.907715
	Iteration 9F: 3 clusters Score -4931855 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 32558 members 
Entering Unmasked Estep 
Score: -4933615.000000 Penalty: 3146.907715
	Iteration 10F: 3 clusters Score -4933615 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 34402 members 
Entering Unmasked Estep 
Score: -4935077.500000 Penalty: 3146.907715
	Iteration 11Q: 3 clusters Score -4935078 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 35772 members 
Entering Unmasked Estep 
Score: -4936136.000000 Penalty: 3146.907715
	Iteration 12Q: 3 clusters Score -4936136 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 36652 members 
Entering Unmasked Estep 
Score: -4936761.500000 Penalty: 3146.907715
	Iteration 13Q: 3 clusters Score -4936762 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 37252 members 
Entering Unmasked Estep 
Score: -4937136.000000 Penalty: 3146.907715
	Iteration 14Q: 3 clusters Score -4937136 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 37608 members 
Entering Unmasked Estep 
Score: -4937383.500000 Penalty: 3146.907715
	Iteration 15Q: 3 clusters Score -4937384 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 37831 members 
Entering Unmasked Estep 
Score: -4937524.500000 Penalty: 3146.907715
	Iteration 16Q: 3 clusters Score -4937524 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 37977 members 
Entering Unmasked Estep 
Score: -4937605.500000 Penalty: 3146.907715
	Iteration 17Q: 3 clusters Score -4937606 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 38070 members 
Entering Unmasked Estep 
Score: -4937673.500000 Penalty: 3146.907715
	Iteration 18Q: 3 clusters Score -4937674 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 38142 members 
Entering Unmasked Estep 
Score: -4937706.500000 Penalty: 3146.907715
	Iteration 19Q: 3 clusters Score -4937706 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 38193 members 
Entering Unmasked Estep 
Score: -4937749.500000 Penalty: 3146.907715
	Iteration 20F: 3 clusters Score -4937750 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 38237 members 
Entering Unmasked Estep 
Score: -4937787.000000 Penalty: 3146.907715
	Iteration 21Q: 3 clusters Score -4937787 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 38280 members 
Entering Unmasked Estep 
Score: -4937813.000000 Penalty: 3146.907715
	Iteration 22Q: 3 clusters Score -4937813 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 38321 members 
Entering Unmasked Estep 
Score: -4937850.000000 Penalty: 3146.907715
	Iteration 23Q: 3 clusters Score -4937850 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 38345 members 
Entering Unmasked Estep 
Score: -4937868.500000 Penalty: 3146.907715
	Iteration 24Q: 3 clusters Score -4937868 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 38356 members 
Entering Unmasked Estep 
Score: -4937888.500000 Penalty: 3146.907715
	Iteration 25Q: 3 clusters Score -4937888 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 38372 members 
Entering Unmasked Estep 
Score: -4937899.000000 Penalty: 3146.907715
	Iteration 26Q: 3 clusters Score -4937899 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 38388 members 
Entering Unmasked Estep 
Score: -4937911.500000 Penalty: 3146.907715
	Iteration 27Q: 3 clusters Score -4937912 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 38393 members 
Entering Unmasked Estep 
Score: -4937920.500000 Penalty: 3146.907715
	Iteration 28Q: 3 clusters Score -4937920 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 38402 members 
Entering Unmasked Estep 
Score: -4937932.000000 Penalty: 3146.907715
	Iteration 29Q: 3 clusters Score -4937932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 38406 members 
Entering Unmasked Estep 
Score: -4937939.000000 Penalty: 3146.907715
	Iteration 30Q: 3 clusters Score -4937939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 38412 members 
Entering Unmasked Estep 
Score: -4937938.500000 Penalty: 3146.907715
	Iteration 31Q: 3 clusters Score -4937938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 38410 members 
Entering Unmasked Estep 
Score: -4937942.000000 Penalty: 3146.907715
	Iteration 32Q: 3 clusters Score -4937942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 38411 members 
Entering Unmasked Estep 
Score: -4937949.000000 Penalty: 3146.907715
	Iteration 33Q: 3 clusters Score -4937949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 38415 members 
Entering Unmasked Estep 
Score: -4937946.500000 Penalty: 3146.907715
	Iteration 34Q: 3 clusters Score -4937946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 38419 members 
Entering Unmasked Estep 
Score: -4937947.000000 Penalty: 3146.907715
	Iteration 35Q: 3 clusters Score -4937947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 38422 members 
Entering Unmasked Estep 
Score: -4937951.000000 Penalty: 3146.907715
	Iteration 36Q: 3 clusters Score -4937951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 38427 members 
Entering Unmasked Estep 
Score: -4937952.000000 Penalty: 3146.907715
	Iteration 37Q: 3 clusters Score -4937952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 38427 members 
Entering Unmasked Estep 
Score: -4937952.000000 Penalty: 3146.907715
	Iteration 38F: 3 clusters Score -4937952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Entering Unmasked Estep 
Score: -388514.531250 Penalty: 1207.010376
	Iteration 0F: 2 clusters Score -388514.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -385848.875000 Penalty: 2414.020752
	Iteration 0F: 3 clusters Score -385848.9 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -386750.000000 Penalty: 2414.020752
	Iteration 1F: 3 clusters Score -386750 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -387104.093750 Penalty: 2414.020752
	Iteration 2F: 3 clusters Score -387104.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -387329.468750 Penalty: 2414.020752
	Iteration 3F: 3 clusters Score -387329.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -387519.281250 Penalty: 2414.020752
	Iteration 4Q: 3 clusters Score -387519.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -387669.187500 Penalty: 2414.020752
	Iteration 5Q: 3 clusters Score -387669.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -387819.000000 Penalty: 2414.020752
	Iteration 6Q: 3 clusters Score -387819 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -387916.937500 Penalty: 2414.020752
	Iteration 7Q: 3 clusters Score -387916.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -387994.250000 Penalty: 2414.020752
	Iteration 8Q: 3 clusters Score -387994.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -388042.437500 Penalty: 2414.020752
	Iteration 9Q: 3 clusters Score -388042.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -388075.625000 Penalty: 2414.020752
	Iteration 10Q: 3 clusters Score -388075.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -388104.750000 Penalty: 2414.020752
	Iteration 11Q: 3 clusters Score -388104.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -388132.468750 Penalty: 2414.020752
	Iteration 12Q: 3 clusters Score -388132.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -388159.375000 Penalty: 2414.020752
	Iteration 13Q: 3 clusters Score -388159.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -388195.281250 Penalty: 2414.020752
	Iteration 14Q: 3 clusters Score -388195.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -388240.687500 Penalty: 2414.020752
	Iteration 15Q: 3 clusters Score -388240.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -388296.343750 Penalty: 2414.020752
	Iteration 16Q: 3 clusters Score -388296.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -388320.906250 Penalty: 2414.020752
	Iteration 17Q: 3 clusters Score -388320.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -388341.156250 Penalty: 2414.020752
	Iteration 18Q: 3 clusters Score -388341.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -388351.687500 Penalty: 2414.020752
	Iteration 19Q: 3 clusters Score -388351.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -388364.281250 Penalty: 2414.020752
	Iteration 20F: 3 clusters Score -388364.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -388375.093750 Penalty: 2414.020752
	Iteration 21Q: 3 clusters Score -388375.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -388385.468750 Penalty: 2414.020752
	Iteration 22Q: 3 clusters Score -388385.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -388391.531250 Penalty: 2414.020752
	Iteration 23Q: 3 clusters Score -388391.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -388395.062500 Penalty: 2414.020752
	Iteration 24Q: 3 clusters Score -388395.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -388400.187500 Penalty: 2414.020752
	Iteration 25Q: 3 clusters Score -388400.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -388406.187500 Penalty: 2414.020752
	Iteration 26Q: 3 clusters Score -388406.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -388409.125000 Penalty: 2414.020752
	Iteration 27Q: 3 clusters Score -388409.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -388414.218750 Penalty: 2414.020752
	Iteration 28Q: 3 clusters Score -388414.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -388416.218750 Penalty: 2414.020752
	Iteration 29Q: 3 clusters Score -388416.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -388416.937500 Penalty: 2414.020752
	Iteration 30Q: 3 clusters Score -388416.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -388418.093750 Penalty: 2414.020752
	Iteration 31Q: 3 clusters Score -388418.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -388419.125000 Penalty: 2414.020752
	Iteration 32Q: 3 clusters Score -388419.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -388420.437500 Penalty: 2414.020752
	Iteration 33Q: 3 clusters Score -388420.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -388420.593750 Penalty: 2414.020752
	Iteration 34Q: 3 clusters Score -388420.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -388421.000000 Penalty: 2414.020752
	Iteration 35Q: 3 clusters Score -388421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -388421.000000 Penalty: 2414.020752
	Iteration 36F: 3 clusters Score -388421 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Entering Unmasked Estep 
Score: -616469.500000 Penalty: 1271.177734
	Iteration 0F: 2 clusters Score -616469.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -612760.937500 Penalty: 2542.355469
	Iteration 0F: 3 clusters Score -612760.9 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -613872.125000 Penalty: 2542.355469
	Iteration 1F: 3 clusters Score -613872.1 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -614088.750000 Penalty: 2542.355469
	Iteration 2F: 3 clusters Score -614088.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -614223.375000 Penalty: 2542.355469
	Iteration 3Q: 3 clusters Score -614223.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -614321.187500 Penalty: 2542.355469
	Iteration 4Q: 3 clusters Score -614321.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -614402.000000 Penalty: 2542.355469
	Iteration 5Q: 3 clusters Score -614402 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -614466.625000 Penalty: 2542.355469
	Iteration 6Q: 3 clusters Score -614466.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -614520.250000 Penalty: 2542.355469
	Iteration 7Q: 3 clusters Score -614520.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -614568.625000 Penalty: 2542.355469
	Iteration 8Q: 3 clusters Score -614568.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -614615.125000 Penalty: 2542.355469
	Iteration 9Q: 3 clusters Score -614615.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -614655.687500 Penalty: 2542.355469
	Iteration 10Q: 3 clusters Score -614655.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -614703.250000 Penalty: 2542.355469
	Iteration 11Q: 3 clusters Score -614703.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -614748.875000 Penalty: 2542.355469
	Iteration 12Q: 3 clusters Score -614748.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -614788.875000 Penalty: 2542.355469
	Iteration 13Q: 3 clusters Score -614788.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -614837.062500 Penalty: 2542.355469
	Iteration 14Q: 3 clusters Score -614837.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -614882.437500 Penalty: 2542.355469
	Iteration 15Q: 3 clusters Score -614882.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -614929.062500 Penalty: 2542.355469
	Iteration 16Q: 3 clusters Score -614929.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -614965.437500 Penalty: 2542.355469
	Iteration 17Q: 3 clusters Score -614965.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -615001.125000 Penalty: 2542.355469
	Iteration 18Q: 3 clusters Score -615001.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -615044.875000 Penalty: 2542.355469
	Iteration 19Q: 3 clusters Score -615044.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -615085.625000 Penalty: 2542.355469
	Iteration 20F: 3 clusters Score -615085.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -615135.875000 Penalty: 2542.355469
	Iteration 21Q: 3 clusters Score -615135.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -615191.250000 Penalty: 2542.355469
	Iteration 22Q: 3 clusters Score -615191.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -615251.625000 Penalty: 2542.355469
	Iteration 23Q: 3 clusters Score -615251.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -615317.562500 Penalty: 2542.355469
	Iteration 24Q: 3 clusters Score -615317.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -615369.375000 Penalty: 2542.355469
	Iteration 25Q: 3 clusters Score -615369.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -615421.062500 Penalty: 2542.355469
	Iteration 26Q: 3 clusters Score -615421.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -615469.000000 Penalty: 2542.355469
	Iteration 27Q: 3 clusters Score -615469 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -615515.000000 Penalty: 2542.355469
	Iteration 28Q: 3 clusters Score -615515 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -615557.625000 Penalty: 2542.355469
	Iteration 29Q: 3 clusters Score -615557.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -615598.812500 Penalty: 2542.355469
	Iteration 30Q: 3 clusters Score -615598.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -615634.687500 Penalty: 2542.355469
	Iteration 31Q: 3 clusters Score -615634.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -615656.687500 Penalty: 2542.355469
	Iteration 32Q: 3 clusters Score -615656.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -615678.312500 Penalty: 2542.355469
	Iteration 33Q: 3 clusters Score -615678.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -615698.250000 Penalty: 2542.355469
	Iteration 34Q: 3 clusters Score -615698.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -615714.750000 Penalty: 2542.355469
	Iteration 35Q: 3 clusters Score -615714.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -615736.375000 Penalty: 2542.355469
	Iteration 36Q: 3 clusters Score -615736.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -615754.062500 Penalty: 2542.355469
	Iteration 37Q: 3 clusters Score -615754.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -615773.625000 Penalty: 2542.355469
	Iteration 38Q: 3 clusters Score -615773.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -615791.812500 Penalty: 2542.355469
	Iteration 39Q: 3 clusters Score -615791.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -615809.187500 Penalty: 2542.355469
	Iteration 40F: 3 clusters Score -615809.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -615829.125000 Penalty: 2542.355469
	Iteration 41Q: 3 clusters Score -615829.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -615851.437500 Penalty: 2542.355469
	Iteration 42Q: 3 clusters Score -615851.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -615868.812500 Penalty: 2542.355469
	Iteration 43Q: 3 clusters Score -615868.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -615889.375000 Penalty: 2542.355469
	Iteration 44Q: 3 clusters Score -615889.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -615903.250000 Penalty: 2542.355469
	Iteration 45Q: 3 clusters Score -615903.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -615917.187500 Penalty: 2542.355469
	Iteration 46Q: 3 clusters Score -615917.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -615929.562500 Penalty: 2542.355469
	Iteration 47Q: 3 clusters Score -615929.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -615939.875000 Penalty: 2542.355469
	Iteration 48Q: 3 clusters Score -615939.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -615951.250000 Penalty: 2542.355469
	Iteration 49Q: 3 clusters Score -615951.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -615961.000000 Penalty: 2542.355469
	Iteration 50Q: 3 clusters Score -615961 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -615971.375000 Penalty: 2542.355469
	Iteration 51Q: 3 clusters Score -615971.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -615975.187500 Penalty: 2542.355469
	Iteration 52Q: 3 clusters Score -615975.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -615980.625000 Penalty: 2542.355469
	Iteration 53Q: 3 clusters Score -615980.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -615984.937500 Penalty: 2542.355469
	Iteration 54Q: 3 clusters Score -615984.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -615994.437500 Penalty: 2542.355469
	Iteration 55Q: 3 clusters Score -615994.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -615998.562500 Penalty: 2542.355469
	Iteration 56Q: 3 clusters Score -615998.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -616001.625000 Penalty: 2542.355469
	Iteration 57Q: 3 clusters Score -616001.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -616007.812500 Penalty: 2542.355469
	Iteration 58Q: 3 clusters Score -616007.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -616015.875000 Penalty: 2542.355469
	Iteration 59Q: 3 clusters Score -616015.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -616024.500000 Penalty: 2542.355469
	Iteration 60F: 3 clusters Score -616024.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -616031.437500 Penalty: 2542.355469
	Iteration 61Q: 3 clusters Score -616031.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -616037.750000 Penalty: 2542.355469
	Iteration 62Q: 3 clusters Score -616037.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -616043.562500 Penalty: 2542.355469
	Iteration 63Q: 3 clusters Score -616043.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -616051.312500 Penalty: 2542.355469
	Iteration 64Q: 3 clusters Score -616051.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -616060.312500 Penalty: 2542.355469
	Iteration 65Q: 3 clusters Score -616060.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -616066.937500 Penalty: 2542.355469
	Iteration 66Q: 3 clusters Score -616066.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -616070.062500 Penalty: 2542.355469
	Iteration 67Q: 3 clusters Score -616070.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -616072.125000 Penalty: 2542.355469
	Iteration 68Q: 3 clusters Score -616072.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -616072.687500 Penalty: 2542.355469
	Iteration 69Q: 3 clusters Score -616072.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -616074.000000 Penalty: 2542.355469
	Iteration 70Q: 3 clusters Score -616074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -616073.750000 Penalty: 2542.355469
	Iteration 71Q: 3 clusters Score -616073.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -616074.187500 Penalty: 2542.355469
	Iteration 72Q: 3 clusters Score -616074.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -616075.187500 Penalty: 2542.355469
	Iteration 73Q: 3 clusters Score -616075.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -616076.000000 Penalty: 2542.355469
	Iteration 74Q: 3 clusters Score -616076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -616078.437500 Penalty: 2542.355469
	Iteration 75Q: 3 clusters Score -616078.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -616077.937500 Penalty: 2542.355469
	Iteration 76Q: 3 clusters Score -616077.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -616078.562500 Penalty: 2542.355469
	Iteration 77Q: 3 clusters Score -616078.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -616080.437500 Penalty: 2542.355469
	Iteration 78Q: 3 clusters Score -616080.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -616080.187500 Penalty: 2542.355469
	Iteration 79Q: 3 clusters Score -616080.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -616080.625000 Penalty: 2542.355469
	Iteration 80F: 3 clusters Score -616080.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Entering Unmasked Estep 
Score: -2186933.000000 Penalty: 1452.359863
	Iteration 0F: 2 clusters Score -2186933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -2175645.500000 Penalty: 2904.719727
	Iteration 0F: 3 clusters Score -2175646 nChanged 7532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -2179531.750000 Penalty: 2904.719727
	Iteration 1F: 3 clusters Score -2179532 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -2179897.250000 Penalty: 2904.719727
	Iteration 2F: 3 clusters Score -2179897 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -2180166.250000 Penalty: 2904.719727
	Iteration 3Q: 3 clusters Score -2180166 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -2180402.250000 Penalty: 2904.719727
	Iteration 4Q: 3 clusters Score -2180402 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -2180641.250000 Penalty: 2904.719727
	Iteration 5Q: 3 clusters Score -2180641 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -2180887.000000 Penalty: 2904.719727
	Iteration 6Q: 3 clusters Score -2180887 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -2181151.250000 Penalty: 2904.719727
	Iteration 7Q: 3 clusters Score -2181151 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -2181473.250000 Penalty: 2904.719727
	Iteration 8Q: 3 clusters Score -2181473 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -2181848.750000 Penalty: 2904.719727
	Iteration 9Q: 3 clusters Score -2181849 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -2182314.750000 Penalty: 2904.719727
	Iteration 10Q: 3 clusters Score -2182315 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -2182888.750000 Penalty: 2904.719727
	Iteration 11Q: 3 clusters Score -2182889 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -2183490.500000 Penalty: 2904.719727
	Iteration 12Q: 3 clusters Score -2183490 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -2184062.500000 Penalty: 2904.719727
	Iteration 13Q: 3 clusters Score -2184062 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -2184614.250000 Penalty: 2904.719727
	Iteration 14Q: 3 clusters Score -2184614 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2185032.000000 Penalty: 2904.719727
	Iteration 15Q: 3 clusters Score -2185032 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2185297.500000 Penalty: 2904.719727
	Iteration 16Q: 3 clusters Score -2185298 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2185437.750000 Penalty: 2904.719727
	Iteration 17Q: 3 clusters Score -2185438 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -2185553.500000 Penalty: 2904.719727
	Iteration 18Q: 3 clusters Score -2185554 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2185636.250000 Penalty: 2904.719727
	Iteration 19Q: 3 clusters Score -2185636 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2185691.000000 Penalty: 2904.719727
	Iteration 20F: 3 clusters Score -2185691 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2185727.000000 Penalty: 2904.719727
	Iteration 21Q: 3 clusters Score -2185727 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2185748.250000 Penalty: 2904.719727
	Iteration 22Q: 3 clusters Score -2185748 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2185759.250000 Penalty: 2904.719727
	Iteration 23Q: 3 clusters Score -2185759 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2185765.000000 Penalty: 2904.719727
	Iteration 24Q: 3 clusters Score -2185765 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2185770.750000 Penalty: 2904.719727
	Iteration 25Q: 3 clusters Score -2185771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2185775.500000 Penalty: 2904.719727
	Iteration 26Q: 3 clusters Score -2185776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2185779.000000 Penalty: 2904.719727
	Iteration 27Q: 3 clusters Score -2185779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2185783.750000 Penalty: 2904.719727
	Iteration 28Q: 3 clusters Score -2185784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2185785.250000 Penalty: 2904.719727
	Iteration 29Q: 3 clusters Score -2185785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2185785.250000 Penalty: 2904.719727
	Iteration 30F: 3 clusters Score -2185785 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Entering Unmasked Estep 
Score: -1236579.000000 Penalty: 1375.026978
	Iteration 0F: 2 clusters Score -1236579 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1229667.500000 Penalty: 2750.053955
	Iteration 0F: 3 clusters Score -1229668 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1232227.625000 Penalty: 2750.053955
	Iteration 1F: 3 clusters Score -1232228 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1232731.125000 Penalty: 2750.053955
	Iteration 2F: 3 clusters Score -1232731 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1233316.250000 Penalty: 2750.053955
	Iteration 3F: 3 clusters Score -1233316 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1233922.750000 Penalty: 2750.053955
	Iteration 4F: 3 clusters Score -1233923 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1234492.875000 Penalty: 2750.053955
	Iteration 5F: 3 clusters Score -1234493 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1234974.500000 Penalty: 2750.053955
	Iteration 6F: 3 clusters Score -1234974 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1235391.625000 Penalty: 2750.053955
	Iteration 7Q: 3 clusters Score -1235392 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1235674.125000 Penalty: 2750.053955
	Iteration 8Q: 3 clusters Score -1235674 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1235872.250000 Penalty: 2750.053955
	Iteration 9Q: 3 clusters Score -1235872 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1236001.500000 Penalty: 2750.053955
	Iteration 10Q: 3 clusters Score -1236002 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1236066.250000 Penalty: 2750.053955
	Iteration 11Q: 3 clusters Score -1236066 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1236116.875000 Penalty: 2750.053955
	Iteration 12Q: 3 clusters Score -1236117 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1236145.750000 Penalty: 2750.053955
	Iteration 13Q: 3 clusters Score -1236146 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1236166.500000 Penalty: 2750.053955
	Iteration 14Q: 3 clusters Score -1236166 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1236183.625000 Penalty: 2750.053955
	Iteration 15Q: 3 clusters Score -1236184 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1236199.750000 Penalty: 2750.053955
	Iteration 16Q: 3 clusters Score -1236200 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1236215.875000 Penalty: 2750.053955
	Iteration 17Q: 3 clusters Score -1236216 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1236223.000000 Penalty: 2750.053955
	Iteration 18Q: 3 clusters Score -1236223 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1236225.250000 Penalty: 2750.053955
	Iteration 19Q: 3 clusters Score -1236225 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1236226.500000 Penalty: 2750.053955
	Iteration 20F: 3 clusters Score -1236226 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1236236.000000 Penalty: 2750.053955
	Iteration 21Q: 3 clusters Score -1236236 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1236236.500000 Penalty: 2750.053955
	Iteration 22Q: 3 clusters Score -1236236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1236238.375000 Penalty: 2750.053955
	Iteration 23Q: 3 clusters Score -1236238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1236237.750000 Penalty: 2750.053955
	Iteration 24Q: 3 clusters Score -1236238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1236241.625000 Penalty: 2750.053955
	Iteration 25Q: 3 clusters Score -1236242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1236239.750000 Penalty: 2750.053955
	Iteration 26Q: 3 clusters Score -1236240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1236246.875000 Penalty: 2750.053955
	Iteration 27Q: 3 clusters Score -1236247 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1236247.000000 Penalty: 2750.053955
	Iteration 28Q: 3 clusters Score -1236247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1236253.000000 Penalty: 2750.053955
	Iteration 29Q: 3 clusters Score -1236253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1236253.375000 Penalty: 2750.053955
	Iteration 30Q: 3 clusters Score -1236253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1236254.750000 Penalty: 2750.053955
	Iteration 31Q: 3 clusters Score -1236255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1236254.125000 Penalty: 2750.053955
	Iteration 32Q: 3 clusters Score -1236254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1236253.875000 Penalty: 2750.053955
	Iteration 33Q: 3 clusters Score -1236254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1236253.875000 Penalty: 2750.053955
	Iteration 34F: 3 clusters Score -1236254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (32426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32426 members 
Entering Unmasked Estep 
Score: -3798798.000000 Penalty: 1545.543335
	Iteration 0F: 2 clusters Score -3798798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -3777515.250000 Penalty: 3091.086670
	Iteration 0F: 3 clusters Score -3777515 nChanged 14778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -3785820.750000 Penalty: 3091.086670
	Iteration 1F: 3 clusters Score -3785821 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -3786316.750000 Penalty: 3091.086670
	Iteration 2Q: 3 clusters Score -3786317 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -3786742.750000 Penalty: 3091.086670
	Iteration 3Q: 3 clusters Score -3786743 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -3787101.500000 Penalty: 3091.086670
	Iteration 4Q: 3 clusters Score -3787102 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -3787473.250000 Penalty: 3091.086670
	Iteration 5Q: 3 clusters Score -3787473 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 19585 members 
Entering Unmasked Estep 
Score: -3787964.000000 Penalty: 3091.086670
	Iteration 6Q: 3 clusters Score -3787964 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 20802 members 
Entering Unmasked Estep 
Score: -3788634.750000 Penalty: 3091.086670
	Iteration 7Q: 3 clusters Score -3788635 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 22359 members 
Entering Unmasked Estep 
Score: -3789593.000000 Penalty: 3091.086670
	Iteration 8F: 3 clusters Score -3789593 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 24210 members 
Entering Unmasked Estep 
Score: -3790860.750000 Penalty: 3091.086670
	Iteration 9F: 3 clusters Score -3790861 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 26221 members 
Entering Unmasked Estep 
Score: -3792453.500000 Penalty: 3091.086670
	Iteration 10F: 3 clusters Score -3792454 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 28241 members 
Entering Unmasked Estep 
Score: -3794164.500000 Penalty: 3091.086670
	Iteration 11F: 3 clusters Score -3794164 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 29860 members 
Entering Unmasked Estep 
Score: -3795604.000000 Penalty: 3091.086670
	Iteration 12F: 3 clusters Score -3795604 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 30952 members 
Entering Unmasked Estep 
Score: -3796567.250000 Penalty: 3091.086670
	Iteration 13Q: 3 clusters Score -3796567 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 31508 members 
Entering Unmasked Estep 
Score: -3797043.500000 Penalty: 3091.086670
	Iteration 14Q: 3 clusters Score -3797044 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 31781 members 
Entering Unmasked Estep 
Score: -3797310.000000 Penalty: 3091.086670
	Iteration 15Q: 3 clusters Score -3797310 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 31907 members 
Entering Unmasked Estep 
Score: -3797448.750000 Penalty: 3091.086670
	Iteration 16Q: 3 clusters Score -3797449 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 31960 members 
Entering Unmasked Estep 
Score: -3797508.250000 Penalty: 3091.086670
	Iteration 17Q: 3 clusters Score -3797508 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 31991 members 
Entering Unmasked Estep 
Score: -3797542.250000 Penalty: 3091.086670
	Iteration 18Q: 3 clusters Score -3797542 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 32011 members 
Entering Unmasked Estep 
Score: -3797555.250000 Penalty: 3091.086670
	Iteration 19Q: 3 clusters Score -3797555 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 32026 members 
Entering Unmasked Estep 
Score: -3797580.000000 Penalty: 3091.086670
	Iteration 20F: 3 clusters Score -3797580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 32032 members 
Entering Unmasked Estep 
Score: -3797587.000000 Penalty: 3091.086670
	Iteration 21Q: 3 clusters Score -3797587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 32039 members 
Entering Unmasked Estep 
Score: -3797593.750000 Penalty: 3091.086670
	Iteration 22Q: 3 clusters Score -3797594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 32042 members 
Entering Unmasked Estep 
Score: -3797593.500000 Penalty: 3091.086670
	Iteration 23Q: 3 clusters Score -3797594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 32045 members 
Entering Unmasked Estep 
Score: -3797600.750000 Penalty: 3091.086670
	Iteration 24Q: 3 clusters Score -3797601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 32047 members 
Entering Unmasked Estep 
Score: -3797601.250000 Penalty: 3091.086670
	Iteration 25Q: 3 clusters Score -3797601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 32047 members 
Entering Unmasked Estep 
Score: -3797603.500000 Penalty: 3091.086670
	Iteration 26Q: 3 clusters Score -3797604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 32050 members 
Entering Unmasked Estep 
Score: -3797610.750000 Penalty: 3091.086670
	Iteration 27Q: 3 clusters Score -3797611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 32054 members 
Entering Unmasked Estep 
Score: -3797618.000000 Penalty: 3091.086670
	Iteration 28Q: 3 clusters Score -3797618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 32056 members 
Entering Unmasked Estep 
Score: -3797616.500000 Penalty: 3091.086670
	Iteration 29Q: 3 clusters Score -3797616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 32058 members 
Entering Unmasked Estep 
Score: -3797621.250000 Penalty: 3091.086670
	Iteration 30Q: 3 clusters Score -3797621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 32059 members 
Entering Unmasked Estep 
Score: -3797628.250000 Penalty: 3091.086670
	Iteration 31Q: 3 clusters Score -3797628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 32063 members 
Entering Unmasked Estep 
Score: -3797630.250000 Penalty: 3091.086670
	Iteration 32Q: 3 clusters Score -3797630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 32061 members 
Entering Unmasked Estep 
Score: -3797635.500000 Penalty: 3091.086670
	Iteration 33Q: 3 clusters Score -3797636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 32062 members 
Entering Unmasked Estep 
Score: -3797636.500000 Penalty: 3091.086670
	Iteration 34Q: 3 clusters Score -3797636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 32064 members 
Entering Unmasked Estep 
Score: -3797637.750000 Penalty: 3091.086670
	Iteration 35Q: 3 clusters Score -3797638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 32064 members 
Entering Unmasked Estep 
Score: -3797637.750000 Penalty: 3091.086670
	Iteration 36F: 3 clusters Score -3797638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (64546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64546 members 
Entering Unmasked Estep 
Score: -8050671.000000 Penalty: 1647.979858
	Iteration 0F: 2 clusters Score -8050671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32321 members 
Mstep: Class 2 contains 32225 members 
Entering Unmasked Estep 
Score: -8010268.500000 Penalty: 3295.959717
	Iteration 0F: 3 clusters Score -8010268 nChanged 30113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33178 members 
Mstep: Class 2 contains 31368 members 
Entering Unmasked Estep 
Score: -8027326.500000 Penalty: 3295.959717
	Iteration 1F: 3 clusters Score -8027326 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33786 members 
Mstep: Class 2 contains 30760 members 
Entering Unmasked Estep 
Score: -8027926.000000 Penalty: 3295.959717
	Iteration 2Q: 3 clusters Score -8027926 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34738 members 
Mstep: Class 2 contains 29808 members 
Entering Unmasked Estep 
Score: -8028448.500000 Penalty: 3295.959717
	Iteration 3Q: 3 clusters Score -8028448 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36137 members 
Mstep: Class 2 contains 28409 members 
Entering Unmasked Estep 
Score: -8029129.000000 Penalty: 3295.959717
	Iteration 4Q: 3 clusters Score -8029129 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38052 members 
Mstep: Class 2 contains 26494 members 
Entering Unmasked Estep 
Score: -8029963.500000 Penalty: 3295.959717
	Iteration 5Q: 3 clusters Score -8029964 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40691 members 
Mstep: Class 2 contains 23855 members 
Entering Unmasked Estep 
Score: -8031066.000000 Penalty: 3295.959717
	Iteration 6Q: 3 clusters Score -8031066 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44205 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -8032895.000000 Penalty: 3295.959717
	Iteration 7F: 3 clusters Score -8032895 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48584 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -8035556.000000 Penalty: 3295.959717
	Iteration 8F: 3 clusters Score -8035556 nChanged 4815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53387 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -8039079.500000 Penalty: 3295.959717
	Iteration 9F: 3 clusters Score -8039080 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58042 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -8043033.000000 Penalty: 3295.959717
	Iteration 10F: 3 clusters Score -8043033 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61393 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -8046146.500000 Penalty: 3295.959717
	Iteration 11F: 3 clusters Score -8046146 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63162 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -8047874.500000 Penalty: 3295.959717
	Iteration 12Q: 3 clusters Score -8047874 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63889 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -8048632.000000 Penalty: 3295.959717
	Iteration 13Q: 3 clusters Score -8048632 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64150 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -8048952.500000 Penalty: 3295.959717
	Iteration 14Q: 3 clusters Score -8048952 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64231 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -8049080.500000 Penalty: 3295.959717
	Iteration 15Q: 3 clusters Score -8049080 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64275 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -8049158.000000 Penalty: 3295.959717
	Iteration 16Q: 3 clusters Score -8049158 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64292 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -8049188.000000 Penalty: 3295.959717
	Iteration 17Q: 3 clusters Score -8049188 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64296 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -8049210.000000 Penalty: 3295.959717
	Iteration 18Q: 3 clusters Score -8049210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64301 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -8049214.500000 Penalty: 3295.959717
	Iteration 19Q: 3 clusters Score -8049214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64303 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -8049226.500000 Penalty: 3295.959717
	Iteration 20F: 3 clusters Score -8049226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64306 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -8049231.000000 Penalty: 3295.959717
	Iteration 21Q: 3 clusters Score -8049231 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64309 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -8049244.000000 Penalty: 3295.959717
	Iteration 22Q: 3 clusters Score -8049244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64314 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -8049260.000000 Penalty: 3295.959717
	Iteration 23Q: 3 clusters Score -8049260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64316 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -8049268.000000 Penalty: 3295.959717
	Iteration 24Q: 3 clusters Score -8049268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64314 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -8049272.500000 Penalty: 3295.959717
	Iteration 25Q: 3 clusters Score -8049272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64314 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -8049276.500000 Penalty: 3295.959717
	Iteration 26Q: 3 clusters Score -8049276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64314 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -8049276.500000 Penalty: 3295.959717
	Iteration 27F: 3 clusters Score -8049276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Entering Unmasked Estep 
Score: -203578.796875 Penalty: 1122.281372
	Iteration 0F: 2 clusters Score -203578.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -201796.968750 Penalty: 2244.562744
	Iteration 0F: 3 clusters Score -201797 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -202253.953125 Penalty: 2244.562744
	Iteration 1F: 3 clusters Score -202254 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -202487.437500 Penalty: 2244.562744
	Iteration 2F: 3 clusters Score -202487.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -202670.234375 Penalty: 2244.562744
	Iteration 3F: 3 clusters Score -202670.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -202825.015625 Penalty: 2244.562744
	Iteration 4F: 3 clusters Score -202825 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -202927.218750 Penalty: 2244.562744
	Iteration 5Q: 3 clusters Score -202927.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -203001.515625 Penalty: 2244.562744
	Iteration 6Q: 3 clusters Score -203001.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -203055.718750 Penalty: 2244.562744
	Iteration 7Q: 3 clusters Score -203055.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -203077.187500 Penalty: 2244.562744
	Iteration 8Q: 3 clusters Score -203077.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -203094.171875 Penalty: 2244.562744
	Iteration 9Q: 3 clusters Score -203094.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -203099.515625 Penalty: 2244.562744
	Iteration 10Q: 3 clusters Score -203099.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -203108.781250 Penalty: 2244.562744
	Iteration 11Q: 3 clusters Score -203108.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -203117.421875 Penalty: 2244.562744
	Iteration 12Q: 3 clusters Score -203117.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -203127.718750 Penalty: 2244.562744
	Iteration 13Q: 3 clusters Score -203127.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -203135.312500 Penalty: 2244.562744
	Iteration 14Q: 3 clusters Score -203135.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -203141.906250 Penalty: 2244.562744
	Iteration 15Q: 3 clusters Score -203141.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -203154.343750 Penalty: 2244.562744
	Iteration 16Q: 3 clusters Score -203154.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -203168.890625 Penalty: 2244.562744
	Iteration 17Q: 3 clusters Score -203168.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -203182.109375 Penalty: 2244.562744
	Iteration 18Q: 3 clusters Score -203182.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -203193.437500 Penalty: 2244.562744
	Iteration 19Q: 3 clusters Score -203193.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -203204.390625 Penalty: 2244.562744
	Iteration 20F: 3 clusters Score -203204.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -203215.062500 Penalty: 2244.562744
	Iteration 21Q: 3 clusters Score -203215.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -203221.531250 Penalty: 2244.562744
	Iteration 22Q: 3 clusters Score -203221.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -203226.078125 Penalty: 2244.562744
	Iteration 23Q: 3 clusters Score -203226.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -203229.890625 Penalty: 2244.562744
	Iteration 24Q: 3 clusters Score -203229.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -203234.390625 Penalty: 2244.562744
	Iteration 25Q: 3 clusters Score -203234.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -203236.984375 Penalty: 2244.562744
	Iteration 26Q: 3 clusters Score -203237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -203239.921875 Penalty: 2244.562744
	Iteration 27Q: 3 clusters Score -203239.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -203243.078125 Penalty: 2244.562744
	Iteration 28Q: 3 clusters Score -203243.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -203244.140625 Penalty: 2244.562744
	Iteration 29Q: 3 clusters Score -203244.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -203245.031250 Penalty: 2244.562744
	Iteration 30Q: 3 clusters Score -203245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -203245.656250 Penalty: 2244.562744
	Iteration 31Q: 3 clusters Score -203245.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -203246.046875 Penalty: 2244.562744
	Iteration 32Q: 3 clusters Score -203246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -203246.921875 Penalty: 2244.562744
	Iteration 33Q: 3 clusters Score -203246.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -203248.484375 Penalty: 2244.562744
	Iteration 34Q: 3 clusters Score -203248.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -203248.484375 Penalty: 2244.562744
	Iteration 35F: 3 clusters Score -203248.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Entering Unmasked Estep 
Score: -133744.531250 Penalty: 1055.868896
	Iteration 0F: 2 clusters Score -133744.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -132402.796875 Penalty: 2111.737793
	Iteration 0F: 3 clusters Score -132402.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -132782.515625 Penalty: 2111.737793
	Iteration 1F: 3 clusters Score -132782.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -132937.203125 Penalty: 2111.737793
	Iteration 2F: 3 clusters Score -132937.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -133025.593750 Penalty: 2111.737793
	Iteration 3Q: 3 clusters Score -133025.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -133085.156250 Penalty: 2111.737793
	Iteration 4Q: 3 clusters Score -133085.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -133108.046875 Penalty: 2111.737793
	Iteration 5Q: 3 clusters Score -133108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -133126.609375 Penalty: 2111.737793
	Iteration 6Q: 3 clusters Score -133126.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -133146.031250 Penalty: 2111.737793
	Iteration 7Q: 3 clusters Score -133146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -133151.546875 Penalty: 2111.737793
	Iteration 8Q: 3 clusters Score -133151.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -133156.843750 Penalty: 2111.737793
	Iteration 9Q: 3 clusters Score -133156.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -133167.390625 Penalty: 2111.737793
	Iteration 10Q: 3 clusters Score -133167.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -133174.953125 Penalty: 2111.737793
	Iteration 11Q: 3 clusters Score -133175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -133181.078125 Penalty: 2111.737793
	Iteration 12Q: 3 clusters Score -133181.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -133186.515625 Penalty: 2111.737793
	Iteration 13Q: 3 clusters Score -133186.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -133189.781250 Penalty: 2111.737793
	Iteration 14Q: 3 clusters Score -133189.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -133192.578125 Penalty: 2111.737793
	Iteration 15Q: 3 clusters Score -133192.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -133193.015625 Penalty: 2111.737793
	Iteration 16Q: 3 clusters Score -133193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -133193.015625 Penalty: 2111.737793
	Iteration 17F: 3 clusters Score -133193 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Entering Unmasked Estep 
Score: -1110546.625000 Penalty: 1350.985962
	Iteration 0F: 2 clusters Score -1110547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1104531.250000 Penalty: 2701.971924
	Iteration 0F: 3 clusters Score -1104531 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1106367.875000 Penalty: 2701.971924
	Iteration 1F: 3 clusters Score -1106368 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1106623.250000 Penalty: 2701.971924
	Iteration 2F: 3 clusters Score -1106623 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1106808.750000 Penalty: 2701.971924
	Iteration 3Q: 3 clusters Score -1106809 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1106951.375000 Penalty: 2701.971924
	Iteration 4Q: 3 clusters Score -1106951 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1107060.375000 Penalty: 2701.971924
	Iteration 5Q: 3 clusters Score -1107060 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1107150.250000 Penalty: 2701.971924
	Iteration 6Q: 3 clusters Score -1107150 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1107229.875000 Penalty: 2701.971924
	Iteration 7Q: 3 clusters Score -1107230 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1107298.875000 Penalty: 2701.971924
	Iteration 8Q: 3 clusters Score -1107299 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1107365.625000 Penalty: 2701.971924
	Iteration 9Q: 3 clusters Score -1107366 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1107434.000000 Penalty: 2701.971924
	Iteration 10Q: 3 clusters Score -1107434 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1107497.000000 Penalty: 2701.971924
	Iteration 11Q: 3 clusters Score -1107497 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1107572.125000 Penalty: 2701.971924
	Iteration 12Q: 3 clusters Score -1107572 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1107643.000000 Penalty: 2701.971924
	Iteration 13Q: 3 clusters Score -1107643 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1107706.250000 Penalty: 2701.971924
	Iteration 14Q: 3 clusters Score -1107706 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1107792.125000 Penalty: 2701.971924
	Iteration 15Q: 3 clusters Score -1107792 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1107876.875000 Penalty: 2701.971924
	Iteration 16Q: 3 clusters Score -1107877 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1107990.125000 Penalty: 2701.971924
	Iteration 17Q: 3 clusters Score -1107990 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1108108.125000 Penalty: 2701.971924
	Iteration 18Q: 3 clusters Score -1108108 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1108222.125000 Penalty: 2701.971924
	Iteration 19Q: 3 clusters Score -1108222 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1108361.500000 Penalty: 2701.971924
	Iteration 20F: 3 clusters Score -1108362 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1108518.000000 Penalty: 2701.971924
	Iteration 21Q: 3 clusters Score -1108518 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1108663.375000 Penalty: 2701.971924
	Iteration 22Q: 3 clusters Score -1108663 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1108795.375000 Penalty: 2701.971924
	Iteration 23Q: 3 clusters Score -1108795 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1108913.750000 Penalty: 2701.971924
	Iteration 24Q: 3 clusters Score -1108914 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1108994.500000 Penalty: 2701.971924
	Iteration 25Q: 3 clusters Score -1108994 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1109063.625000 Penalty: 2701.971924
	Iteration 26Q: 3 clusters Score -1109064 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1109123.875000 Penalty: 2701.971924
	Iteration 27Q: 3 clusters Score -1109124 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1109181.250000 Penalty: 2701.971924
	Iteration 28Q: 3 clusters Score -1109181 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1109229.500000 Penalty: 2701.971924
	Iteration 29Q: 3 clusters Score -1109230 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1109272.875000 Penalty: 2701.971924
	Iteration 30Q: 3 clusters Score -1109273 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1109316.250000 Penalty: 2701.971924
	Iteration 31Q: 3 clusters Score -1109316 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1109344.000000 Penalty: 2701.971924
	Iteration 32Q: 3 clusters Score -1109344 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1109374.750000 Penalty: 2701.971924
	Iteration 33Q: 3 clusters Score -1109375 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1109396.375000 Penalty: 2701.971924
	Iteration 34Q: 3 clusters Score -1109396 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1109416.750000 Penalty: 2701.971924
	Iteration 35Q: 3 clusters Score -1109417 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1109430.750000 Penalty: 2701.971924
	Iteration 36Q: 3 clusters Score -1109431 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1109437.500000 Penalty: 2701.971924
	Iteration 37Q: 3 clusters Score -1109438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1109450.500000 Penalty: 2701.971924
	Iteration 38Q: 3 clusters Score -1109450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1109456.125000 Penalty: 2701.971924
	Iteration 39Q: 3 clusters Score -1109456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1109471.625000 Penalty: 2701.971924
	Iteration 40F: 3 clusters Score -1109472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1109476.625000 Penalty: 2701.971924
	Iteration 41Q: 3 clusters Score -1109477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1109485.875000 Penalty: 2701.971924
	Iteration 42Q: 3 clusters Score -1109486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1109490.875000 Penalty: 2701.971924
	Iteration 43Q: 3 clusters Score -1109491 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1109498.250000 Penalty: 2701.971924
	Iteration 44Q: 3 clusters Score -1109498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1109499.000000 Penalty: 2701.971924
	Iteration 45Q: 3 clusters Score -1109499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1109501.375000 Penalty: 2701.971924
	Iteration 46Q: 3 clusters Score -1109501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1109501.375000 Penalty: 2701.971924
	Iteration 47F: 3 clusters Score -1109501 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Entering Unmasked Estep 
Score: -72270.953125 Penalty: 1042.865601
	Iteration 0F: 2 clusters Score -72270.95 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 563 members 
Entering Unmasked Estep 
Score: -71371.875000 Penalty: 2085.731201
	Iteration 0F: 3 clusters Score -71371.88 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -72782.757812 Penalty: 2085.731201
	Iteration 1F: 3 clusters Score -72782.76 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -73655.882812 Penalty: 2085.731201
	Iteration 2F: 3 clusters Score -73655.88 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -74482.867188 Penalty: 2085.731201
	Iteration 3F: 3 clusters Score -74482.87 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -74793.875000 Penalty: 2085.731201
	Iteration 4Q: 3 clusters Score -74793.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -74953.664062 Penalty: 2085.731201
	Iteration 5Q: 3 clusters Score -74953.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -74992.718750 Penalty: 2085.731201
	Iteration 6Q: 3 clusters Score -74992.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -75014.335938 Penalty: 2085.731201
	Iteration 7Q: 3 clusters Score -75014.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -75020.195312 Penalty: 2085.731201
	Iteration 8Q: 3 clusters Score -75020.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -75023.125000 Penalty: 2085.731201
	Iteration 9Q: 3 clusters Score -75023.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -75024.960938 Penalty: 2085.731201
	Iteration 10Q: 3 clusters Score -75024.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -75038.796875 Penalty: 2085.731201
	Iteration 11Q: 3 clusters Score -75038.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -75049.585938 Penalty: 2085.731201
	Iteration 12Q: 3 clusters Score -75049.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -75057.414062 Penalty: 2085.731201
	Iteration 13Q: 3 clusters Score -75057.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -75066.710938 Penalty: 2085.731201
	Iteration 14Q: 3 clusters Score -75066.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -75081.328125 Penalty: 2085.731201
	Iteration 15Q: 3 clusters Score -75081.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -75101.718750 Penalty: 2085.731201
	Iteration 16Q: 3 clusters Score -75101.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -75114.242188 Penalty: 2085.731201
	Iteration 17Q: 3 clusters Score -75114.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -75129.734375 Penalty: 2085.731201
	Iteration 18Q: 3 clusters Score -75129.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -75131.000000 Penalty: 2085.731201
	Iteration 19Q: 3 clusters Score -75131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -75151.414062 Penalty: 2085.731201
	Iteration 20F: 3 clusters Score -75151.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -75161.757812 Penalty: 2085.731201
	Iteration 21Q: 3 clusters Score -75161.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -75166.921875 Penalty: 2085.731201
	Iteration 22Q: 3 clusters Score -75166.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -75166.921875 Penalty: 2085.731201
	Iteration 23F: 3 clusters Score -75166.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 6924 members 
Mstep: Class 3 contains 36190 members 
Mstep: Class 4 contains 34762 members 
Mstep: Class 5 contains 75026 members 
Mstep: Class 6 contains 24148 members 
Mstep: Class 7 contains 10972 members 
Mstep: Class 8 contains 9380 members 
Mstep: Class 9 contains 82092 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 1198 members 
Mstep: Class 12 contains 74566 members 
Mstep: Class 13 contains 39116 members 
Mstep: Class 14 contains 3333 members 
Mstep: Class 15 contains 5130 members 
Mstep: Class 16 contains 17335 members 
Mstep: Class 17 contains 10309 members 
Mstep: Class 18 contains 32426 members 
Mstep: Class 19 contains 64546 members 
Mstep: Class 20 contains 1886 members 
Mstep: Class 21 contains 1207 members 
Mstep: Class 22 contains 8771 members 
Mstep: Class 23 contains 383 members 
Mstep: Class 24 contains 9785 members 
Mstep: Class 25 contains 7917 members 
Mstep: Class 26 contains 40102 members 
Mstep: Class 27 contains 22441 members 
Mstep: Class 28 contains 7947 members 
Mstep: Class 29 contains 4957 members 
Mstep: Class 30 contains 1059 members 
Mstep: Class 31 contains 9688 members 
Mstep: Class 32 contains 723 members 
Entering Unmasked Estep 
Score: -80965736.000000 Penalty: 63855.019531
Splitting cluster 23 changes total score from -80958840.000000 to -80965736.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 24 (9785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Entering Unmasked Estep 
Score: -1194674.625000 Penalty: 1367.264648
	Iteration 0F: 2 clusters Score -1194675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1188007.375000 Penalty: 2734.529297
	Iteration 0F: 3 clusters Score -1188007 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1190123.000000 Penalty: 2734.529297
	Iteration 1F: 3 clusters Score -1190123 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1190403.625000 Penalty: 2734.529297
	Iteration 2F: 3 clusters Score -1190404 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1190606.375000 Penalty: 2734.529297
	Iteration 3Q: 3 clusters Score -1190606 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1190755.750000 Penalty: 2734.529297
	Iteration 4Q: 3 clusters Score -1190756 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1190883.375000 Penalty: 2734.529297
	Iteration 5Q: 3 clusters Score -1190883 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1190988.500000 Penalty: 2734.529297
	Iteration 6Q: 3 clusters Score -1190988 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1191103.375000 Penalty: 2734.529297
	Iteration 7Q: 3 clusters Score -1191103 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1191236.125000 Penalty: 2734.529297
	Iteration 8Q: 3 clusters Score -1191236 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1191391.125000 Penalty: 2734.529297
	Iteration 9Q: 3 clusters Score -1191391 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1191554.250000 Penalty: 2734.529297
	Iteration 10Q: 3 clusters Score -1191554 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1191745.125000 Penalty: 2734.529297
	Iteration 11Q: 3 clusters Score -1191745 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1191959.250000 Penalty: 2734.529297
	Iteration 12Q: 3 clusters Score -1191959 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1192213.000000 Penalty: 2734.529297
	Iteration 13Q: 3 clusters Score -1192213 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1192461.250000 Penalty: 2734.529297
	Iteration 14Q: 3 clusters Score -1192461 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1192716.500000 Penalty: 2734.529297
	Iteration 15Q: 3 clusters Score -1192716 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1192937.000000 Penalty: 2734.529297
	Iteration 16Q: 3 clusters Score -1192937 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1193109.750000 Penalty: 2734.529297
	Iteration 17Q: 3 clusters Score -1193110 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1193240.000000 Penalty: 2734.529297
	Iteration 18Q: 3 clusters Score -1193240 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1193354.500000 Penalty: 2734.529297
	Iteration 19Q: 3 clusters Score -1193354 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1193437.250000 Penalty: 2734.529297
	Iteration 20F: 3 clusters Score -1193437 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1193502.625000 Penalty: 2734.529297
	Iteration 21Q: 3 clusters Score -1193503 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1193553.250000 Penalty: 2734.529297
	Iteration 22Q: 3 clusters Score -1193553 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -1193587.250000 Penalty: 2734.529297
	Iteration 23Q: 3 clusters Score -1193587 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1193611.375000 Penalty: 2734.529297
	Iteration 24Q: 3 clusters Score -1193611 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1193638.750000 Penalty: 2734.529297
	Iteration 25Q: 3 clusters Score -1193639 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1193655.750000 Penalty: 2734.529297
	Iteration 26Q: 3 clusters Score -1193656 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1193668.375000 Penalty: 2734.529297
	Iteration 27Q: 3 clusters Score -1193668 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1193682.875000 Penalty: 2734.529297
	Iteration 28Q: 3 clusters Score -1193683 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1193687.875000 Penalty: 2734.529297
	Iteration 29Q: 3 clusters Score -1193688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1193692.000000 Penalty: 2734.529297
	Iteration 30Q: 3 clusters Score -1193692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1193696.625000 Penalty: 2734.529297
	Iteration 31Q: 3 clusters Score -1193697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1193696.750000 Penalty: 2734.529297
	Iteration 32Q: 3 clusters Score -1193697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1193698.000000 Penalty: 2734.529297
	Iteration 33Q: 3 clusters Score -1193698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1193698.000000 Penalty: 2734.529297
	Iteration 34Q: 3 clusters Score -1193698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1193697.125000 Penalty: 2734.529297
	Iteration 35Q: 3 clusters Score -1193697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1193697.875000 Penalty: 2734.529297
	Iteration 36Q: 3 clusters Score -1193698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1193700.625000 Penalty: 2734.529297
	Iteration 37Q: 3 clusters Score -1193701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1193700.625000 Penalty: 2734.529297
	Iteration 38F: 3 clusters Score -1193701 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Entering Unmasked Estep 
Score: -926850.562500 Penalty: 1335.743042
	Iteration 0F: 2 clusters Score -926850.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -921375.250000 Penalty: 2671.486084
	Iteration 0F: 3 clusters Score -921375.2 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -923131.937500 Penalty: 2671.486084
	Iteration 1F: 3 clusters Score -923131.9 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -923502.500000 Penalty: 2671.486084
	Iteration 2F: 3 clusters Score -923502.5 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -923831.812500 Penalty: 2671.486084
	Iteration 3F: 3 clusters Score -923831.8 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -924150.625000 Penalty: 2671.486084
	Iteration 4F: 3 clusters Score -924150.6 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -924431.562500 Penalty: 2671.486084
	Iteration 5Q: 3 clusters Score -924431.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -924638.312500 Penalty: 2671.486084
	Iteration 6Q: 3 clusters Score -924638.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -924855.187500 Penalty: 2671.486084
	Iteration 7Q: 3 clusters Score -924855.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -925065.437500 Penalty: 2671.486084
	Iteration 8Q: 3 clusters Score -925065.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -925272.187500 Penalty: 2671.486084
	Iteration 9Q: 3 clusters Score -925272.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -925428.500000 Penalty: 2671.486084
	Iteration 10Q: 3 clusters Score -925428.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -925550.250000 Penalty: 2671.486084
	Iteration 11Q: 3 clusters Score -925550.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -925639.687500 Penalty: 2671.486084
	Iteration 12Q: 3 clusters Score -925639.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -925696.687500 Penalty: 2671.486084
	Iteration 13Q: 3 clusters Score -925696.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -925745.562500 Penalty: 2671.486084
	Iteration 14Q: 3 clusters Score -925745.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -925795.750000 Penalty: 2671.486084
	Iteration 15Q: 3 clusters Score -925795.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -925837.437500 Penalty: 2671.486084
	Iteration 16Q: 3 clusters Score -925837.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -925885.187500 Penalty: 2671.486084
	Iteration 17Q: 3 clusters Score -925885.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -925931.500000 Penalty: 2671.486084
	Iteration 18Q: 3 clusters Score -925931.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -925961.625000 Penalty: 2671.486084
	Iteration 19Q: 3 clusters Score -925961.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -925994.750000 Penalty: 2671.486084
	Iteration 20F: 3 clusters Score -925994.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -926024.750000 Penalty: 2671.486084
	Iteration 21Q: 3 clusters Score -926024.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -926056.250000 Penalty: 2671.486084
	Iteration 22Q: 3 clusters Score -926056.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -926073.937500 Penalty: 2671.486084
	Iteration 23Q: 3 clusters Score -926073.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -926092.125000 Penalty: 2671.486084
	Iteration 24Q: 3 clusters Score -926092.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -926108.187500 Penalty: 2671.486084
	Iteration 25Q: 3 clusters Score -926108.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -926125.187500 Penalty: 2671.486084
	Iteration 26Q: 3 clusters Score -926125.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -926142.000000 Penalty: 2671.486084
	Iteration 27Q: 3 clusters Score -926142 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -926157.125000 Penalty: 2671.486084
	Iteration 28Q: 3 clusters Score -926157.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -926172.125000 Penalty: 2671.486084
	Iteration 29Q: 3 clusters Score -926172.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -926182.750000 Penalty: 2671.486084
	Iteration 30Q: 3 clusters Score -926182.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -926196.125000 Penalty: 2671.486084
	Iteration 31Q: 3 clusters Score -926196.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -926212.000000 Penalty: 2671.486084
	Iteration 32Q: 3 clusters Score -926212 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -926222.062500 Penalty: 2671.486084
	Iteration 33Q: 3 clusters Score -926222.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -926230.375000 Penalty: 2671.486084
	Iteration 34Q: 3 clusters Score -926230.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -926234.125000 Penalty: 2671.486084
	Iteration 35Q: 3 clusters Score -926234.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -926238.625000 Penalty: 2671.486084
	Iteration 36Q: 3 clusters Score -926238.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -926240.062500 Penalty: 2671.486084
	Iteration 37Q: 3 clusters Score -926240.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -926244.062500 Penalty: 2671.486084
	Iteration 38Q: 3 clusters Score -926244.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -926241.062500 Penalty: 2671.486084
	Iteration 39Q: 3 clusters Score -926241.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -926240.687500 Penalty: 2671.486084
	Iteration 40F: 3 clusters Score -926240.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -926240.000000 Penalty: 2671.486084
	Iteration 41Q: 3 clusters Score -926240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -926241.812500 Penalty: 2671.486084
	Iteration 42Q: 3 clusters Score -926241.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -926241.500000 Penalty: 2671.486084
	Iteration 43Q: 3 clusters Score -926241.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -926242.562500 Penalty: 2671.486084
	Iteration 44Q: 3 clusters Score -926242.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -926242.562500 Penalty: 2671.486084
	Iteration 45F: 3 clusters Score -926242.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (40102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40102 members 
Entering Unmasked Estep 
Score: -4928056.500000 Penalty: 1577.158203
	Iteration 0F: 2 clusters Score -4928056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -4901946.500000 Penalty: 3154.316406
	Iteration 0F: 3 clusters Score -4901946 nChanged 18425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 20091 members 
Entering Unmasked Estep 
Score: -4912200.000000 Penalty: 3154.316406
	Iteration 1F: 3 clusters Score -4912200 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20014 members 
Mstep: Class 2 contains 20088 members 
Entering Unmasked Estep 
Score: -4912775.000000 Penalty: 3154.316406
	Iteration 2Q: 3 clusters Score -4912775 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -4913303.500000 Penalty: 3154.316406
	Iteration 3Q: 3 clusters Score -4913304 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 20156 members 
Entering Unmasked Estep 
Score: -4913885.500000 Penalty: 3154.316406
	Iteration 4Q: 3 clusters Score -4913886 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 20350 members 
Entering Unmasked Estep 
Score: -4914484.500000 Penalty: 3154.316406
	Iteration 5Q: 3 clusters Score -4914484 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -4915294.500000 Penalty: 3154.316406
	Iteration 6Q: 3 clusters Score -4915294 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -4916397.000000 Penalty: 3154.316406
	Iteration 7Q: 3 clusters Score -4916397 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -4917763.500000 Penalty: 3154.316406
	Iteration 8F: 3 clusters Score -4917764 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 21780 members 
Entering Unmasked Estep 
Score: -4919201.000000 Penalty: 3154.316406
	Iteration 9F: 3 clusters Score -4919201 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 22266 members 
Entering Unmasked Estep 
Score: -4920681.500000 Penalty: 3154.316406
	Iteration 10F: 3 clusters Score -4920682 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 22667 members 
Entering Unmasked Estep 
Score: -4921871.500000 Penalty: 3154.316406
	Iteration 11F: 3 clusters Score -4921872 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 22949 members 
Entering Unmasked Estep 
Score: -4922635.500000 Penalty: 3154.316406
	Iteration 12Q: 3 clusters Score -4922636 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
Score: -4923086.500000 Penalty: 3154.316406
	Iteration 13Q: 3 clusters Score -4923086 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 23255 members 
Entering Unmasked Estep 
Score: -4923305.500000 Penalty: 3154.316406
	Iteration 14Q: 3 clusters Score -4923306 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 23353 members 
Entering Unmasked Estep 
Score: -4923415.500000 Penalty: 3154.316406
	Iteration 15Q: 3 clusters Score -4923416 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -4923502.500000 Penalty: 3154.316406
	Iteration 16Q: 3 clusters Score -4923502 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 23661 members 
Entering Unmasked Estep 
Score: -4923559.000000 Penalty: 3154.316406
	Iteration 17Q: 3 clusters Score -4923559 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 23813 members 
Entering Unmasked Estep 
Score: -4923615.000000 Penalty: 3154.316406
	Iteration 18Q: 3 clusters Score -4923615 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 23978 members 
Entering Unmasked Estep 
Score: -4923633.500000 Penalty: 3154.316406
	Iteration 19Q: 3 clusters Score -4923634 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 24133 members 
Entering Unmasked Estep 
Score: -4923678.500000 Penalty: 3154.316406
	Iteration 20F: 3 clusters Score -4923678 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 24284 members 
Entering Unmasked Estep 
Score: -4923719.000000 Penalty: 3154.316406
	Iteration 21Q: 3 clusters Score -4923719 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 24464 members 
Entering Unmasked Estep 
Score: -4923747.500000 Penalty: 3154.316406
	Iteration 22Q: 3 clusters Score -4923748 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 24664 members 
Entering Unmasked Estep 
Score: -4923796.000000 Penalty: 3154.316406
	Iteration 23Q: 3 clusters Score -4923796 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 24866 members 
Entering Unmasked Estep 
Score: -4923836.500000 Penalty: 3154.316406
	Iteration 24Q: 3 clusters Score -4923836 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 25073 members 
Entering Unmasked Estep 
Score: -4923903.500000 Penalty: 3154.316406
	Iteration 25Q: 3 clusters Score -4923904 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 25304 members 
Entering Unmasked Estep 
Score: -4923945.000000 Penalty: 3154.316406
	Iteration 26Q: 3 clusters Score -4923945 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 25583 members 
Entering Unmasked Estep 
Score: -4924027.500000 Penalty: 3154.316406
	Iteration 27Q: 3 clusters Score -4924028 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 25857 members 
Entering Unmasked Estep 
Score: -4924089.500000 Penalty: 3154.316406
	Iteration 28Q: 3 clusters Score -4924090 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 26143 members 
Entering Unmasked Estep 
Score: -4924177.500000 Penalty: 3154.316406
	Iteration 29Q: 3 clusters Score -4924178 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 26462 members 
Entering Unmasked Estep 
Score: -4924279.500000 Penalty: 3154.316406
	Iteration 30Q: 3 clusters Score -4924280 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 26792 members 
Entering Unmasked Estep 
Score: -4924400.000000 Penalty: 3154.316406
	Iteration 31Q: 3 clusters Score -4924400 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 27125 members 
Entering Unmasked Estep 
Score: -4924486.500000 Penalty: 3154.316406
	Iteration 32Q: 3 clusters Score -4924486 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 27468 members 
Entering Unmasked Estep 
Score: -4924597.000000 Penalty: 3154.316406
	Iteration 33Q: 3 clusters Score -4924597 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 27799 members 
Entering Unmasked Estep 
Score: -4924695.500000 Penalty: 3154.316406
	Iteration 34Q: 3 clusters Score -4924696 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 28123 members 
Entering Unmasked Estep 
Score: -4924781.000000 Penalty: 3154.316406
	Iteration 35Q: 3 clusters Score -4924781 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 28460 members 
Entering Unmasked Estep 
Score: -4924862.500000 Penalty: 3154.316406
	Iteration 36Q: 3 clusters Score -4924862 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 28769 members 
Entering Unmasked Estep 
Score: -4924949.500000 Penalty: 3154.316406
	Iteration 37Q: 3 clusters Score -4924950 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 29079 members 
Entering Unmasked Estep 
Score: -4925025.500000 Penalty: 3154.316406
	Iteration 38Q: 3 clusters Score -4925026 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 29378 members 
Entering Unmasked Estep 
Score: -4925090.000000 Penalty: 3154.316406
	Iteration 39Q: 3 clusters Score -4925090 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 29671 members 
Entering Unmasked Estep 
Score: -4925150.500000 Penalty: 3154.316406
	Iteration 40F: 3 clusters Score -4925150 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 29969 members 
Entering Unmasked Estep 
Score: -4925218.000000 Penalty: 3154.316406
	Iteration 41Q: 3 clusters Score -4925218 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 30253 members 
Entering Unmasked Estep 
Score: -4925277.000000 Penalty: 3154.316406
	Iteration 42Q: 3 clusters Score -4925277 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 30517 members 
Entering Unmasked Estep 
Score: -4925361.500000 Penalty: 3154.316406
	Iteration 43Q: 3 clusters Score -4925362 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 30792 members 
Entering Unmasked Estep 
Score: -4925386.500000 Penalty: 3154.316406
	Iteration 44Q: 3 clusters Score -4925386 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 31049 members 
Entering Unmasked Estep 
Score: -4925430.000000 Penalty: 3154.316406
	Iteration 45Q: 3 clusters Score -4925430 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 31290 members 
Entering Unmasked Estep 
Score: -4925492.500000 Penalty: 3154.316406
	Iteration 46Q: 3 clusters Score -4925492 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 31496 members 
Entering Unmasked Estep 
Score: -4925535.000000 Penalty: 3154.316406
	Iteration 47Q: 3 clusters Score -4925535 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 31710 members 
Entering Unmasked Estep 
Score: -4925563.000000 Penalty: 3154.316406
	Iteration 48Q: 3 clusters Score -4925563 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 31932 members 
Entering Unmasked Estep 
Score: -4925621.500000 Penalty: 3154.316406
	Iteration 49Q: 3 clusters Score -4925622 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 32155 members 
Entering Unmasked Estep 
Score: -4925662.000000 Penalty: 3154.316406
	Iteration 50Q: 3 clusters Score -4925662 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 32360 members 
Entering Unmasked Estep 
Score: -4925675.000000 Penalty: 3154.316406
	Iteration 51Q: 3 clusters Score -4925675 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 32562 members 
Entering Unmasked Estep 
Score: -4925756.500000 Penalty: 3154.316406
	Iteration 52Q: 3 clusters Score -4925756 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 32772 members 
Entering Unmasked Estep 
Score: -4925809.000000 Penalty: 3154.316406
	Iteration 53Q: 3 clusters Score -4925809 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 32992 members 
Entering Unmasked Estep 
Score: -4925844.000000 Penalty: 3154.316406
	Iteration 54Q: 3 clusters Score -4925844 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 33224 members 
Entering Unmasked Estep 
Score: -4925869.000000 Penalty: 3154.316406
	Iteration 55Q: 3 clusters Score -4925869 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 33462 members 
Entering Unmasked Estep 
Score: -4925936.500000 Penalty: 3154.316406
	Iteration 56Q: 3 clusters Score -4925936 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 33684 members 
Entering Unmasked Estep 
Score: -4925993.000000 Penalty: 3154.316406
	Iteration 57Q: 3 clusters Score -4925993 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 33898 members 
Entering Unmasked Estep 
Score: -4926040.000000 Penalty: 3154.316406
	Iteration 58Q: 3 clusters Score -4926040 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 34107 members 
Entering Unmasked Estep 
Score: -4926095.000000 Penalty: 3154.316406
	Iteration 59Q: 3 clusters Score -4926095 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 34298 members 
Entering Unmasked Estep 
Score: -4926147.000000 Penalty: 3154.316406
	Iteration 60F: 3 clusters Score -4926147 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 34479 members 
Entering Unmasked Estep 
Score: -4926195.000000 Penalty: 3154.316406
	Iteration 61Q: 3 clusters Score -4926195 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 34674 members 
Entering Unmasked Estep 
Score: -4926241.500000 Penalty: 3154.316406
	Iteration 62Q: 3 clusters Score -4926242 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 34851 members 
Entering Unmasked Estep 
Score: -4926284.000000 Penalty: 3154.316406
	Iteration 63Q: 3 clusters Score -4926284 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 35023 members 
Entering Unmasked Estep 
Score: -4926326.500000 Penalty: 3154.316406
	Iteration 64Q: 3 clusters Score -4926326 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 35177 members 
Entering Unmasked Estep 
Score: -4926376.500000 Penalty: 3154.316406
	Iteration 65Q: 3 clusters Score -4926376 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 35319 members 
Entering Unmasked Estep 
Score: -4926397.500000 Penalty: 3154.316406
	Iteration 66Q: 3 clusters Score -4926398 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 35468 members 
Entering Unmasked Estep 
Score: -4926445.500000 Penalty: 3154.316406
	Iteration 67Q: 3 clusters Score -4926446 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 35612 members 
Entering Unmasked Estep 
Score: -4926476.500000 Penalty: 3154.316406
	Iteration 68Q: 3 clusters Score -4926476 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 35752 members 
Entering Unmasked Estep 
Score: -4926523.500000 Penalty: 3154.316406
	Iteration 69Q: 3 clusters Score -4926524 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 35879 members 
Entering Unmasked Estep 
Score: -4926548.000000 Penalty: 3154.316406
	Iteration 70Q: 3 clusters Score -4926548 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 35997 members 
Entering Unmasked Estep 
Score: -4926565.000000 Penalty: 3154.316406
	Iteration 71Q: 3 clusters Score -4926565 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 36107 members 
Entering Unmasked Estep 
Score: -4926572.500000 Penalty: 3154.316406
	Iteration 72Q: 3 clusters Score -4926572 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 36195 members 
Entering Unmasked Estep 
Score: -4926605.000000 Penalty: 3154.316406
	Iteration 73Q: 3 clusters Score -4926605 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 36260 members 
Entering Unmasked Estep 
Score: -4926621.000000 Penalty: 3154.316406
	Iteration 74Q: 3 clusters Score -4926621 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 36328 members 
Entering Unmasked Estep 
Score: -4926635.000000 Penalty: 3154.316406
	Iteration 75Q: 3 clusters Score -4926635 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 36391 members 
Entering Unmasked Estep 
Score: -4926648.000000 Penalty: 3154.316406
	Iteration 76Q: 3 clusters Score -4926648 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 36451 members 
Entering Unmasked Estep 
Score: -4926640.500000 Penalty: 3154.316406
	Iteration 77Q: 3 clusters Score -4926640 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 36521 members 
Entering Unmasked Estep 
Score: -4926667.500000 Penalty: 3154.316406
	Iteration 78Q: 3 clusters Score -4926668 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 36581 members 
Entering Unmasked Estep 
Score: -4926679.500000 Penalty: 3154.316406
	Iteration 79Q: 3 clusters Score -4926680 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 36642 members 
Entering Unmasked Estep 
Score: -4926681.000000 Penalty: 3154.316406
	Iteration 80F: 3 clusters Score -4926681 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 36713 members 
Entering Unmasked Estep 
Score: -4926697.000000 Penalty: 3154.316406
	Iteration 81Q: 3 clusters Score -4926697 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 36782 members 
Entering Unmasked Estep 
Score: -4926709.500000 Penalty: 3154.316406
	Iteration 82Q: 3 clusters Score -4926710 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 36848 members 
Entering Unmasked Estep 
Score: -4926728.000000 Penalty: 3154.316406
	Iteration 83Q: 3 clusters Score -4926728 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 36914 members 
Entering Unmasked Estep 
Score: -4926745.000000 Penalty: 3154.316406
	Iteration 84Q: 3 clusters Score -4926745 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 36981 members 
Entering Unmasked Estep 
Score: -4926761.500000 Penalty: 3154.316406
	Iteration 85Q: 3 clusters Score -4926762 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 37047 members 
Entering Unmasked Estep 
Score: -4926774.000000 Penalty: 3154.316406
	Iteration 86Q: 3 clusters Score -4926774 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 37122 members 
Entering Unmasked Estep 
Score: -4926792.500000 Penalty: 3154.316406
	Iteration 87Q: 3 clusters Score -4926792 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 37183 members 
Entering Unmasked Estep 
Score: -4926804.000000 Penalty: 3154.316406
	Iteration 88Q: 3 clusters Score -4926804 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 37246 members 
Entering Unmasked Estep 
Score: -4926816.500000 Penalty: 3154.316406
	Iteration 89Q: 3 clusters Score -4926816 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 37314 members 
Entering Unmasked Estep 
Score: -4926833.000000 Penalty: 3154.316406
	Iteration 90Q: 3 clusters Score -4926833 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 37384 members 
Entering Unmasked Estep 
Score: -4926856.000000 Penalty: 3154.316406
	Iteration 91Q: 3 clusters Score -4926856 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 37441 members 
Entering Unmasked Estep 
Score: -4926870.000000 Penalty: 3154.316406
	Iteration 92Q: 3 clusters Score -4926870 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 37499 members 
Entering Unmasked Estep 
Score: -4926869.500000 Penalty: 3154.316406
	Iteration 93Q: 3 clusters Score -4926870 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 37567 members 
Entering Unmasked Estep 
Score: -4926883.500000 Penalty: 3154.316406
	Iteration 94Q: 3 clusters Score -4926884 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 37631 members 
Entering Unmasked Estep 
Score: -4926901.000000 Penalty: 3154.316406
	Iteration 95Q: 3 clusters Score -4926901 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 37672 members 
Entering Unmasked Estep 
Score: -4926912.000000 Penalty: 3154.316406
	Iteration 96Q: 3 clusters Score -4926912 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 37712 members 
Entering Unmasked Estep 
Score: -4926928.000000 Penalty: 3154.316406
	Iteration 97Q: 3 clusters Score -4926928 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 37750 members 
Entering Unmasked Estep 
Score: -4926942.000000 Penalty: 3154.316406
	Iteration 98Q: 3 clusters Score -4926942 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 37787 members 
Entering Unmasked Estep 
Score: -4926937.000000 Penalty: 3154.316406
	Iteration 99Q: 3 clusters Score -4926937 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 37831 members 
Entering Unmasked Estep 
Score: -4926952.500000 Penalty: 3154.316406
	Iteration 100F: 3 clusters Score -4926952 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 37861 members 
Entering Unmasked Estep 
Score: -4926961.500000 Penalty: 3154.316406
	Iteration 101Q: 3 clusters Score -4926962 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 37890 members 
Entering Unmasked Estep 
Score: -4926965.500000 Penalty: 3154.316406
	Iteration 102Q: 3 clusters Score -4926966 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 37924 members 
Entering Unmasked Estep 
Score: -4926957.000000 Penalty: 3154.316406
	Iteration 103Q: 3 clusters Score -4926957 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 37956 members 
Entering Unmasked Estep 
Score: -4926965.500000 Penalty: 3154.316406
	Iteration 104Q: 3 clusters Score -4926966 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 37982 members 
Entering Unmasked Estep 
Score: -4926975.000000 Penalty: 3154.316406
	Iteration 105Q: 3 clusters Score -4926975 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 38001 members 
Entering Unmasked Estep 
Score: -4926981.500000 Penalty: 3154.316406
	Iteration 106Q: 3 clusters Score -4926982 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 38024 members 
Entering Unmasked Estep 
Score: -4926996.000000 Penalty: 3154.316406
	Iteration 107Q: 3 clusters Score -4926996 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 38045 members 
Entering Unmasked Estep 
Score: -4927003.500000 Penalty: 3154.316406
	Iteration 108Q: 3 clusters Score -4927004 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 38065 members 
Entering Unmasked Estep 
Score: -4927002.000000 Penalty: 3154.316406
	Iteration 109Q: 3 clusters Score -4927002 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 38083 members 
Entering Unmasked Estep 
Score: -4927013.000000 Penalty: 3154.316406
	Iteration 110Q: 3 clusters Score -4927013 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 38095 members 
Entering Unmasked Estep 
Score: -4927016.000000 Penalty: 3154.316406
	Iteration 111Q: 3 clusters Score -4927016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 38107 members 
Entering Unmasked Estep 
Score: -4927017.000000 Penalty: 3154.316406
	Iteration 112Q: 3 clusters Score -4927017 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 38120 members 
Entering Unmasked Estep 
Score: -4927022.000000 Penalty: 3154.316406
	Iteration 113Q: 3 clusters Score -4927022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 38131 members 
Entering Unmasked Estep 
Score: -4927034.000000 Penalty: 3154.316406
	Iteration 114Q: 3 clusters Score -4927034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 38141 members 
Entering Unmasked Estep 
Score: -4927032.500000 Penalty: 3154.316406
	Iteration 115Q: 3 clusters Score -4927032 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 38155 members 
Entering Unmasked Estep 
Score: -4927045.500000 Penalty: 3154.316406
	Iteration 116Q: 3 clusters Score -4927046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 38165 members 
Entering Unmasked Estep 
Score: -4927049.500000 Penalty: 3154.316406
	Iteration 117Q: 3 clusters Score -4927050 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 38181 members 
Entering Unmasked Estep 
Score: -4927054.000000 Penalty: 3154.316406
	Iteration 118Q: 3 clusters Score -4927054 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 38194 members 
Entering Unmasked Estep 
Score: -4927054.000000 Penalty: 3154.316406
	Iteration 119Q: 3 clusters Score -4927054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 38204 members 
Entering Unmasked Estep 
Score: -4927051.000000 Penalty: 3154.316406
	Iteration 120F: 3 clusters Score -4927051 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 38215 members 
Entering Unmasked Estep 
Score: -4927053.500000 Penalty: 3154.316406
	Iteration 121Q: 3 clusters Score -4927054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 38227 members 
Entering Unmasked Estep 
Score: -4927050.000000 Penalty: 3154.316406
	Iteration 122Q: 3 clusters Score -4927050 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 38244 members 
Entering Unmasked Estep 
Score: -4927053.500000 Penalty: 3154.316406
	Iteration 123Q: 3 clusters Score -4927054 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 38257 members 
Entering Unmasked Estep 
Score: -4927059.500000 Penalty: 3154.316406
	Iteration 124Q: 3 clusters Score -4927060 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 38270 members 
Entering Unmasked Estep 
Score: -4927057.500000 Penalty: 3154.316406
	Iteration 125Q: 3 clusters Score -4927058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 38276 members 
Entering Unmasked Estep 
Score: -4927061.000000 Penalty: 3154.316406
	Iteration 126Q: 3 clusters Score -4927061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 38279 members 
Entering Unmasked Estep 
Score: -4927064.000000 Penalty: 3154.316406
	Iteration 127Q: 3 clusters Score -4927064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 38282 members 
Entering Unmasked Estep 
Score: -4927064.000000 Penalty: 3154.316406
	Iteration 128Q: 3 clusters Score -4927064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 38286 members 
Entering Unmasked Estep 
Score: -4927063.000000 Penalty: 3154.316406
	Iteration 129Q: 3 clusters Score -4927063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 38290 members 
Entering Unmasked Estep 
Score: -4927067.500000 Penalty: 3154.316406
	Iteration 130Q: 3 clusters Score -4927068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 38294 members 
Entering Unmasked Estep 
Score: -4927072.500000 Penalty: 3154.316406
	Iteration 131Q: 3 clusters Score -4927072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 38302 members 
Entering Unmasked Estep 
Score: -4927070.000000 Penalty: 3154.316406
	Iteration 132Q: 3 clusters Score -4927070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 38308 members 
Entering Unmasked Estep 
Score: -4927075.500000 Penalty: 3154.316406
	Iteration 133Q: 3 clusters Score -4927076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 38315 members 
Entering Unmasked Estep 
Score: -4927074.500000 Penalty: 3154.316406
	Iteration 134Q: 3 clusters Score -4927074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 38325 members 
Entering Unmasked Estep 
Score: -4927077.500000 Penalty: 3154.316406
	Iteration 135Q: 3 clusters Score -4927078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 38331 members 
Entering Unmasked Estep 
Score: -4927074.500000 Penalty: 3154.316406
	Iteration 136Q: 3 clusters Score -4927074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 38338 members 
Entering Unmasked Estep 
Score: -4927078.000000 Penalty: 3154.316406
	Iteration 137Q: 3 clusters Score -4927078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 38347 members 
Entering Unmasked Estep 
Score: -4927085.000000 Penalty: 3154.316406
	Iteration 138Q: 3 clusters Score -4927085 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 38358 members 
Entering Unmasked Estep 
Score: -4927090.500000 Penalty: 3154.316406
	Iteration 139Q: 3 clusters Score -4927090 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 38374 members 
Entering Unmasked Estep 
Score: -4927089.500000 Penalty: 3154.316406
	Iteration 140F: 3 clusters Score -4927090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 38387 members 
Entering Unmasked Estep 
Score: -4927096.000000 Penalty: 3154.316406
	Iteration 141Q: 3 clusters Score -4927096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 38393 members 
Entering Unmasked Estep 
Score: -4927103.000000 Penalty: 3154.316406
	Iteration 142Q: 3 clusters Score -4927103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 38395 members 
Entering Unmasked Estep 
Score: -4927100.000000 Penalty: 3154.316406
	Iteration 143Q: 3 clusters Score -4927100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 38397 members 
Entering Unmasked Estep 
Score: -4927097.500000 Penalty: 3154.316406
	Iteration 144Q: 3 clusters Score -4927098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 38398 members 
Entering Unmasked Estep 
Score: -4927094.500000 Penalty: 3154.316406
	Iteration 145Q: 3 clusters Score -4927094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 38398 members 
Entering Unmasked Estep 
Score: -4927094.500000 Penalty: 3154.316406
	Iteration 146F: 3 clusters Score -4927094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (22441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Entering Unmasked Estep 
Score: -2838021.500000 Penalty: 1490.774414
	Iteration 0F: 2 clusters Score -2838022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -2823298.500000 Penalty: 2981.548828
	Iteration 0F: 3 clusters Score -2823298 nChanged 9963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -2828691.500000 Penalty: 2981.548828
	Iteration 1F: 3 clusters Score -2828692 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -2829300.750000 Penalty: 2981.548828
	Iteration 2F: 3 clusters Score -2829301 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -2829921.000000 Penalty: 2981.548828
	Iteration 3F: 3 clusters Score -2829921 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -2830641.250000 Penalty: 2981.548828
	Iteration 4F: 3 clusters Score -2830641 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -2831511.000000 Penalty: 2981.548828
	Iteration 5F: 3 clusters Score -2831511 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -2832622.750000 Penalty: 2981.548828
	Iteration 6F: 3 clusters Score -2832623 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -2833845.000000 Penalty: 2981.548828
	Iteration 7F: 3 clusters Score -2833845 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -2834966.000000 Penalty: 2981.548828
	Iteration 8F: 3 clusters Score -2834966 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
Score: -2835718.500000 Penalty: 2981.548828
	Iteration 9Q: 3 clusters Score -2835718 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 21361 members 
Entering Unmasked Estep 
Score: -2836161.000000 Penalty: 2981.548828
	Iteration 10Q: 3 clusters Score -2836161 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 21650 members 
Entering Unmasked Estep 
Score: -2836445.250000 Penalty: 2981.548828
	Iteration 11Q: 3 clusters Score -2836445 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 21827 members 
Entering Unmasked Estep 
Score: -2836627.500000 Penalty: 2981.548828
	Iteration 12Q: 3 clusters Score -2836628 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 21919 members 
Entering Unmasked Estep 
Score: -2836731.250000 Penalty: 2981.548828
	Iteration 13Q: 3 clusters Score -2836731 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 21974 members 
Entering Unmasked Estep 
Score: -2836812.250000 Penalty: 2981.548828
	Iteration 14Q: 3 clusters Score -2836812 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 22009 members 
Entering Unmasked Estep 
Score: -2836857.000000 Penalty: 2981.548828
	Iteration 15Q: 3 clusters Score -2836857 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 22030 members 
Entering Unmasked Estep 
Score: -2836882.000000 Penalty: 2981.548828
	Iteration 16Q: 3 clusters Score -2836882 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 22048 members 
Entering Unmasked Estep 
Score: -2836913.250000 Penalty: 2981.548828
	Iteration 17Q: 3 clusters Score -2836913 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 22054 members 
Entering Unmasked Estep 
Score: -2836931.750000 Penalty: 2981.548828
	Iteration 18Q: 3 clusters Score -2836932 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 22061 members 
Entering Unmasked Estep 
Score: -2836946.500000 Penalty: 2981.548828
	Iteration 19Q: 3 clusters Score -2836946 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 22067 members 
Entering Unmasked Estep 
Score: -2836964.250000 Penalty: 2981.548828
	Iteration 20F: 3 clusters Score -2836964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 22073 members 
Entering Unmasked Estep 
Score: -2836974.000000 Penalty: 2981.548828
	Iteration 21Q: 3 clusters Score -2836974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 22079 members 
Entering Unmasked Estep 
Score: -2836989.500000 Penalty: 2981.548828
	Iteration 22Q: 3 clusters Score -2836990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 22081 members 
Entering Unmasked Estep 
Score: -2836994.000000 Penalty: 2981.548828
	Iteration 23Q: 3 clusters Score -2836994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 22082 members 
Entering Unmasked Estep 
Score: -2836999.000000 Penalty: 2981.548828
	Iteration 24Q: 3 clusters Score -2836999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 22080 members 
Entering Unmasked Estep 
Score: -2836999.250000 Penalty: 2981.548828
	Iteration 25Q: 3 clusters Score -2836999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 22080 members 
Entering Unmasked Estep 
Score: -2836999.250000 Penalty: 2981.548828
	Iteration 26F: 3 clusters Score -2836999 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Entering Unmasked Estep 
Score: -949647.875000 Penalty: 1336.305786
	Iteration 0F: 2 clusters Score -949647.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -944151.312500 Penalty: 2672.611572
	Iteration 0F: 3 clusters Score -944151.3 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -945964.562500 Penalty: 2672.611572
	Iteration 1F: 3 clusters Score -945964.6 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -946386.625000 Penalty: 2672.611572
	Iteration 2F: 3 clusters Score -946386.6 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -946731.187500 Penalty: 2672.611572
	Iteration 3F: 3 clusters Score -946731.2 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -946986.500000 Penalty: 2672.611572
	Iteration 4F: 3 clusters Score -946986.5 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -947231.750000 Penalty: 2672.611572
	Iteration 5Q: 3 clusters Score -947231.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -947491.312500 Penalty: 2672.611572
	Iteration 6Q: 3 clusters Score -947491.3 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -947772.937500 Penalty: 2672.611572
	Iteration 7Q: 3 clusters Score -947772.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -948034.437500 Penalty: 2672.611572
	Iteration 8Q: 3 clusters Score -948034.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -948232.812500 Penalty: 2672.611572
	Iteration 9Q: 3 clusters Score -948232.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -948377.312500 Penalty: 2672.611572
	Iteration 10Q: 3 clusters Score -948377.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -948494.375000 Penalty: 2672.611572
	Iteration 11Q: 3 clusters Score -948494.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -948574.562500 Penalty: 2672.611572
	Iteration 12Q: 3 clusters Score -948574.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -948644.812500 Penalty: 2672.611572
	Iteration 13Q: 3 clusters Score -948644.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -948691.875000 Penalty: 2672.611572
	Iteration 14Q: 3 clusters Score -948691.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -948741.562500 Penalty: 2672.611572
	Iteration 15Q: 3 clusters Score -948741.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -948788.062500 Penalty: 2672.611572
	Iteration 16Q: 3 clusters Score -948788.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -948820.562500 Penalty: 2672.611572
	Iteration 17Q: 3 clusters Score -948820.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -948840.437500 Penalty: 2672.611572
	Iteration 18Q: 3 clusters Score -948840.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -948858.750000 Penalty: 2672.611572
	Iteration 19Q: 3 clusters Score -948858.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -948875.875000 Penalty: 2672.611572
	Iteration 20F: 3 clusters Score -948875.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -948889.187500 Penalty: 2672.611572
	Iteration 21Q: 3 clusters Score -948889.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -948897.562500 Penalty: 2672.611572
	Iteration 22Q: 3 clusters Score -948897.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -948910.937500 Penalty: 2672.611572
	Iteration 23Q: 3 clusters Score -948910.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -948925.250000 Penalty: 2672.611572
	Iteration 24Q: 3 clusters Score -948925.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -948948.125000 Penalty: 2672.611572
	Iteration 25Q: 3 clusters Score -948948.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -948976.312500 Penalty: 2672.611572
	Iteration 26Q: 3 clusters Score -948976.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -948988.375000 Penalty: 2672.611572
	Iteration 27Q: 3 clusters Score -948988.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -948997.000000 Penalty: 2672.611572
	Iteration 28Q: 3 clusters Score -948997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -949002.812500 Penalty: 2672.611572
	Iteration 29Q: 3 clusters Score -949002.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -949006.625000 Penalty: 2672.611572
	Iteration 30Q: 3 clusters Score -949006.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -949008.375000 Penalty: 2672.611572
	Iteration 31Q: 3 clusters Score -949008.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -949008.375000 Penalty: 2672.611572
	Iteration 32Q: 3 clusters Score -949008.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -949012.312500 Penalty: 2672.611572
	Iteration 33Q: 3 clusters Score -949012.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -949022.375000 Penalty: 2672.611572
	Iteration 34Q: 3 clusters Score -949022.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -949029.125000 Penalty: 2672.611572
	Iteration 35Q: 3 clusters Score -949029.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -949033.687500 Penalty: 2672.611572
	Iteration 36Q: 3 clusters Score -949033.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -949038.062500 Penalty: 2672.611572
	Iteration 37Q: 3 clusters Score -949038.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -949038.812500 Penalty: 2672.611572
	Iteration 38Q: 3 clusters Score -949038.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -949041.812500 Penalty: 2672.611572
	Iteration 39Q: 3 clusters Score -949041.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -949042.625000 Penalty: 2672.611572
	Iteration 40F: 3 clusters Score -949042.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -949041.500000 Penalty: 2672.611572
	Iteration 41Q: 3 clusters Score -949041.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -949048.750000 Penalty: 2672.611572
	Iteration 42Q: 3 clusters Score -949048.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -949056.500000 Penalty: 2672.611572
	Iteration 43Q: 3 clusters Score -949056.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -949058.312500 Penalty: 2672.611572
	Iteration 44Q: 3 clusters Score -949058.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -949059.500000 Penalty: 2672.611572
	Iteration 45Q: 3 clusters Score -949059.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -949063.875000 Penalty: 2672.611572
	Iteration 46Q: 3 clusters Score -949063.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -949068.062500 Penalty: 2672.611572
	Iteration 47Q: 3 clusters Score -949068.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -949072.750000 Penalty: 2672.611572
	Iteration 48Q: 3 clusters Score -949072.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -949082.000000 Penalty: 2672.611572
	Iteration 49Q: 3 clusters Score -949082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -949089.812500 Penalty: 2672.611572
	Iteration 50Q: 3 clusters Score -949089.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -949104.125000 Penalty: 2672.611572
	Iteration 51Q: 3 clusters Score -949104.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -949118.937500 Penalty: 2672.611572
	Iteration 52Q: 3 clusters Score -949118.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -949136.937500 Penalty: 2672.611572
	Iteration 53Q: 3 clusters Score -949136.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -949144.125000 Penalty: 2672.611572
	Iteration 54Q: 3 clusters Score -949144.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -949150.000000 Penalty: 2672.611572
	Iteration 55Q: 3 clusters Score -949150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -949152.500000 Penalty: 2672.611572
	Iteration 56Q: 3 clusters Score -949152.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -949152.500000 Penalty: 2672.611572
	Iteration 57F: 3 clusters Score -949152.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -571785.500000 Penalty: 1266.073242
	Iteration 0F: 2 clusters Score -571785.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -568196.687500 Penalty: 2532.146484
	Iteration 0F: 3 clusters Score -568196.7 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -569600.562500 Penalty: 2532.146484
	Iteration 1F: 3 clusters Score -569600.6 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -570422.437500 Penalty: 2532.146484
	Iteration 2F: 3 clusters Score -570422.4 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -570988.000000 Penalty: 2532.146484
	Iteration 3F: 3 clusters Score -570988 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -571427.437500 Penalty: 2532.146484
	Iteration 4F: 3 clusters Score -571427.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -571753.687500 Penalty: 2532.146484
	Iteration 5F: 3 clusters Score -571753.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -571980.437500 Penalty: 2532.146484
	Iteration 6Q: 3 clusters Score -571980.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -572155.500000 Penalty: 2532.146484
	Iteration 7Q: 3 clusters Score -572155.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -572278.625000 Penalty: 2532.146484
	Iteration 8Q: 3 clusters Score -572278.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -572367.062500 Penalty: 2532.146484
	Iteration 9Q: 3 clusters Score -572367.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -572425.750000 Penalty: 2532.146484
	Iteration 10Q: 3 clusters Score -572425.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -572456.062500 Penalty: 2532.146484
	Iteration 11Q: 3 clusters Score -572456.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -572476.562500 Penalty: 2532.146484
	Iteration 12Q: 3 clusters Score -572476.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -572492.625000 Penalty: 2532.146484
	Iteration 13Q: 3 clusters Score -572492.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -572502.312500 Penalty: 2532.146484
	Iteration 14Q: 3 clusters Score -572502.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -572511.875000 Penalty: 2532.146484
	Iteration 15Q: 3 clusters Score -572511.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -572519.000000 Penalty: 2532.146484
	Iteration 16Q: 3 clusters Score -572519 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -572525.375000 Penalty: 2532.146484
	Iteration 17Q: 3 clusters Score -572525.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -572533.125000 Penalty: 2532.146484
	Iteration 18Q: 3 clusters Score -572533.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -572537.937500 Penalty: 2532.146484
	Iteration 19Q: 3 clusters Score -572537.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -572543.812500 Penalty: 2532.146484
	Iteration 20F: 3 clusters Score -572543.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -572548.437500 Penalty: 2532.146484
	Iteration 21Q: 3 clusters Score -572548.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -572555.000000 Penalty: 2532.146484
	Iteration 22Q: 3 clusters Score -572555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -572558.750000 Penalty: 2532.146484
	Iteration 23Q: 3 clusters Score -572558.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -572564.375000 Penalty: 2532.146484
	Iteration 24Q: 3 clusters Score -572564.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -572567.375000 Penalty: 2532.146484
	Iteration 25Q: 3 clusters Score -572567.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -572568.562500 Penalty: 2532.146484
	Iteration 26Q: 3 clusters Score -572568.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -572569.250000 Penalty: 2532.146484
	Iteration 27Q: 3 clusters Score -572569.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -572571.562500 Penalty: 2532.146484
	Iteration 28Q: 3 clusters Score -572571.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -572573.312500 Penalty: 2532.146484
	Iteration 29Q: 3 clusters Score -572573.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -572573.312500 Penalty: 2532.146484
	Iteration 30F: 3 clusters Score -572573.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 6924 members 
Mstep: Class 3 contains 36190 members 
Mstep: Class 4 contains 34762 members 
Mstep: Class 5 contains 75026 members 
Mstep: Class 6 contains 24148 members 
Mstep: Class 7 contains 10972 members 
Mstep: Class 8 contains 9380 members 
Mstep: Class 9 contains 82092 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 1198 members 
Mstep: Class 12 contains 74566 members 
Mstep: Class 13 contains 39116 members 
Mstep: Class 14 contains 3333 members 
Mstep: Class 15 contains 5130 members 
Mstep: Class 16 contains 17335 members 
Mstep: Class 17 contains 10309 members 
Mstep: Class 18 contains 32426 members 
Mstep: Class 19 contains 64546 members 
Mstep: Class 20 contains 1886 members 
Mstep: Class 21 contains 1207 members 
Mstep: Class 22 contains 8771 members 
Mstep: Class 23 contains 383 members 
Mstep: Class 24 contains 9785 members 
Mstep: Class 25 contains 7917 members 
Mstep: Class 26 contains 40102 members 
Mstep: Class 27 contains 22441 members 
Mstep: Class 28 contains 7947 members 
Mstep: Class 29 contains 3883 members 
Mstep: Class 30 contains 1059 members 
Mstep: Class 31 contains 9688 members 
Mstep: Class 32 contains 723 members 
Mstep: Class 33 contains 1074 members 
Entering Unmasked Estep 
Score: -80965856.000000 Penalty: 65850.492188
Splitting cluster 29 changes total score from -80958840.000000 to -80965856.000000
So it's getting split into cluster 33.
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 6924 members 
Mstep: Class 3 contains 36190 members 
Mstep: Class 4 contains 34762 members 
Mstep: Class 5 contains 75026 members 
Mstep: Class 6 contains 24148 members 
Mstep: Class 7 contains 10972 members 
Mstep: Class 8 contains 9380 members 
Mstep: Class 9 contains 82092 members 
Mstep: Class 10 contains 879 members 
Mstep: Class 11 contains 1198 members 
Mstep: Class 12 contains 74566 members 
Mstep: Class 13 contains 39116 members 
Mstep: Class 14 contains 3333 members 
Mstep: Class 15 contains 5130 members 
Mstep: Class 16 contains 17335 members 
Mstep: Class 17 contains 10309 members 
Mstep: Class 18 contains 32426 members 
Mstep: Class 19 contains 64546 members 
Mstep: Class 20 contains 1886 members 
Mstep: Class 21 contains 1207 members 
Mstep: Class 22 contains 8771 members 
Mstep: Class 23 contains 383 members 
Mstep: Class 24 contains 9785 members 
Mstep: Class 25 contains 7917 members 
Mstep: Class 26 contains 40102 members 
Mstep: Class 27 contains 22441 members 
Mstep: Class 28 contains 7947 members 
Mstep: Class 29 contains 3883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80966544.000000 Penalty: 65850.492188
Iteration 79Q: 34 clusters Score -8.096654e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 6923 members 
Mstep: Class 3 contains 36310 members 
Mstep: Class 4 contains 34769 members 
Mstep: Class 5 contains 75269 members 
Mstep: Class 6 contains 24176 members 
Mstep: Class 7 contains 11002 members 
Mstep: Class 8 contains 9443 members 
Mstep: Class 9 contains 82152 members 
Mstep: Class 10 contains 881 members 
Mstep: Class 11 contains 1225 members 
Mstep: Class 12 contains 74356 members 
Mstep: Class 13 contains 38889 members 
Mstep: Class 14 contains 3362 members 
Mstep: Class 15 contains 5103 members 
Mstep: Class 16 contains 17334 members 
Mstep: Class 17 contains 10306 members 
Mstep: Class 18 contains 32512 members 
Mstep: Class 19 contains 64578 members 
Mstep: Class 20 contains 1894 members 
Mstep: Class 21 contains 1185 members 
Mstep: Class 22 contains 8769 members 
Mstep: Class 23 contains 399 members 
Mstep: Class 24 contains 9803 members 
Mstep: Class 25 contains 7899 members 
Mstep: Class 26 contains 40060 members 
Mstep: Class 27 contains 22442 members 
Mstep: Class 28 contains 7895 members 
Mstep: Class 29 contains 4036 members 
Mstep: Class 30 contains 1048 members 
Mstep: Class 31 contains 9436 members 
Mstep: Class 32 contains 724 members 
Mstep: Class 33 contains 1020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80967088.000000 Penalty: 65850.492188
Iteration 80F: 34 clusters Score -8.096709e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 6923 members 
Mstep: Class 3 contains 36407 members 
Mstep: Class 4 contains 34761 members 
Mstep: Class 5 contains 75512 members 
Mstep: Class 6 contains 24098 members 
Mstep: Class 7 contains 11037 members 
Mstep: Class 8 contains 9409 members 
Mstep: Class 9 contains 82194 members 
Mstep: Class 10 contains 872 members 
Mstep: Class 11 contains 1234 members 
Mstep: Class 12 contains 74163 members 
Mstep: Class 13 contains 38654 members 
Mstep: Class 14 contains 3331 members 
Mstep: Class 15 contains 5088 members 
Mstep: Class 16 contains 17333 members 
Mstep: Class 17 contains 10310 members 
Mstep: Class 18 contains 32435 members 
Mstep: Class 19 contains 64486 members 
Mstep: Class 20 contains 1874 members 
Mstep: Class 21 contains 1180 members 
Mstep: Class 22 contains 8764 members 
Mstep: Class 23 contains 407 members 
Mstep: Class 24 contains 9815 members 
Mstep: Class 25 contains 7862 members 
Mstep: Class 26 contains 40063 members 
Mstep: Class 27 contains 22443 members 
Mstep: Class 28 contains 7832 members 
Mstep: Class 29 contains 4136 members 
Mstep: Class 30 contains 1050 members 
Mstep: Class 31 contains 9708 members 
Mstep: Class 32 contains 726 members 
Mstep: Class 33 contains 1093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80967432.000000 Penalty: 65850.492188
Iteration 81Q: 34 clusters Score -8.096743e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 6922 members 
Mstep: Class 3 contains 36519 members 
Mstep: Class 4 contains 34762 members 
Mstep: Class 5 contains 75738 members 
Mstep: Class 6 contains 24074 members 
Mstep: Class 7 contains 11055 members 
Mstep: Class 8 contains 9398 members 
Mstep: Class 9 contains 82254 members 
Mstep: Class 10 contains 865 members 
Mstep: Class 11 contains 1242 members 
Mstep: Class 12 contains 73955 members 
Mstep: Class 13 contains 38470 members 
Mstep: Class 14 contains 3311 members 
Mstep: Class 15 contains 5089 members 
Mstep: Class 16 contains 17329 members 
Mstep: Class 17 contains 10309 members 
Mstep: Class 18 contains 32378 members 
Mstep: Class 19 contains 64441 members 
Mstep: Class 20 contains 1874 members 
Mstep: Class 21 contains 1174 members 
Mstep: Class 22 contains 8765 members 
Mstep: Class 23 contains 417 members 
Mstep: Class 24 contains 9831 members 
Mstep: Class 25 contains 7833 members 
Mstep: Class 26 contains 40086 members 
Mstep: Class 27 contains 22447 members 
Mstep: Class 28 contains 7776 members 
Mstep: Class 29 contains 4186 members 
Mstep: Class 30 contains 1049 members 
Mstep: Class 31 contains 9817 members 
Mstep: Class 32 contains 725 members 
Mstep: Class 33 contains 1111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80967528.000000 Penalty: 65850.492188
Iteration 82Q: 34 clusters Score -8.096753e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 6922 members 
Mstep: Class 3 contains 36626 members 
Mstep: Class 4 contains 34765 members 
Mstep: Class 5 contains 75922 members 
Mstep: Class 6 contains 24063 members 
Mstep: Class 7 contains 11087 members 
Mstep: Class 8 contains 9376 members 
Mstep: Class 9 contains 82306 members 
Mstep: Class 10 contains 863 members 
Mstep: Class 11 contains 1247 members 
Mstep: Class 12 contains 73778 members 
Mstep: Class 13 contains 38312 members 
Mstep: Class 14 contains 3298 members 
Mstep: Class 15 contains 5089 members 
Mstep: Class 16 contains 17324 members 
Mstep: Class 17 contains 10312 members 
Mstep: Class 18 contains 32305 members 
Mstep: Class 19 contains 64421 members 
Mstep: Class 20 contains 1873 members 
Mstep: Class 21 contains 1169 members 
Mstep: Class 22 contains 8763 members 
Mstep: Class 23 contains 417 members 
Mstep: Class 24 contains 9845 members 
Mstep: Class 25 contains 7803 members 
Mstep: Class 26 contains 40106 members 
Mstep: Class 27 contains 22448 members 
Mstep: Class 28 contains 7735 members 
Mstep: Class 29 contains 4234 members 
Mstep: Class 30 contains 1050 members 
Mstep: Class 31 contains 9898 members 
Mstep: Class 32 contains 727 members 
Mstep: Class 33 contains 1116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80967736.000000 Penalty: 65850.492188
Iteration 83Q: 34 clusters Score -8.096774e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 6922 members 
Mstep: Class 3 contains 36727 members 
Mstep: Class 4 contains 34764 members 
Mstep: Class 5 contains 76063 members 
Mstep: Class 6 contains 24052 members 
Mstep: Class 7 contains 11118 members 
Mstep: Class 8 contains 9357 members 
Mstep: Class 9 contains 82325 members 
Mstep: Class 10 contains 864 members 
Mstep: Class 11 contains 1248 members 
Mstep: Class 12 contains 73666 members 
Mstep: Class 13 contains 38175 members 
Mstep: Class 14 contains 3289 members 
Mstep: Class 15 contains 5095 members 
Mstep: Class 16 contains 17327 members 
Mstep: Class 17 contains 10302 members 
Mstep: Class 18 contains 32254 members 
Mstep: Class 19 contains 64395 members 
Mstep: Class 20 contains 1872 members 
Mstep: Class 21 contains 1163 members 
Mstep: Class 22 contains 8759 members 
Mstep: Class 23 contains 416 members 
Mstep: Class 24 contains 9860 members 
Mstep: Class 25 contains 7791 members 
Mstep: Class 26 contains 40123 members 
Mstep: Class 27 contains 22446 members 
Mstep: Class 28 contains 7706 members 
Mstep: Class 29 contains 4271 members 
Mstep: Class 30 contains 1050 members 
Mstep: Class 31 contains 9957 members 
Mstep: Class 32 contains 728 members 
Mstep: Class 33 contains 1117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80968016.000000 Penalty: 65850.492188
Iteration 84Q: 34 clusters Score -8.096802e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 6922 members 
Mstep: Class 3 contains 36790 members 
Mstep: Class 4 contains 34772 members 
Mstep: Class 5 contains 76256 members 
Mstep: Class 6 contains 24038 members 
Mstep: Class 7 contains 11151 members 
Mstep: Class 8 contains 9348 members 
Mstep: Class 9 contains 82339 members 
Mstep: Class 10 contains 867 members 
Mstep: Class 11 contains 1250 members 
Mstep: Class 12 contains 73535 members 
Mstep: Class 13 contains 38033 members 
Mstep: Class 14 contains 3287 members 
Mstep: Class 15 contains 5094 members 
Mstep: Class 16 contains 17328 members 
Mstep: Class 17 contains 10293 members 
Mstep: Class 18 contains 32213 members 
Mstep: Class 19 contains 64373 members 
Mstep: Class 20 contains 1873 members 
Mstep: Class 21 contains 1160 members 
Mstep: Class 22 contains 8751 members 
Mstep: Class 23 contains 413 members 
Mstep: Class 24 contains 9872 members 
Mstep: Class 25 contains 7768 members 
Mstep: Class 26 contains 40156 members 
Mstep: Class 27 contains 22447 members 
Mstep: Class 28 contains 7680 members 
Mstep: Class 29 contains 4291 members 
Mstep: Class 30 contains 1049 members 
Mstep: Class 31 contains 10010 members 
Mstep: Class 32 contains 731 members 
Mstep: Class 33 contains 1117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80968288.000000 Penalty: 65850.492188
Iteration 85Q: 34 clusters Score -8.096829e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 6921 members 
Mstep: Class 3 contains 36851 members 
Mstep: Class 4 contains 34770 members 
Mstep: Class 5 contains 76512 members 
Mstep: Class 6 contains 24026 members 
Mstep: Class 7 contains 11187 members 
Mstep: Class 8 contains 9333 members 
Mstep: Class 9 contains 82345 members 
Mstep: Class 10 contains 867 members 
Mstep: Class 11 contains 1248 members 
Mstep: Class 12 contains 73349 members 
Mstep: Class 13 contains 37895 members 
Mstep: Class 14 contains 3283 members 
Mstep: Class 15 contains 5096 members 
Mstep: Class 16 contains 17324 members 
Mstep: Class 17 contains 10281 members 
Mstep: Class 18 contains 32195 members 
Mstep: Class 19 contains 64372 members 
Mstep: Class 20 contains 1875 members 
Mstep: Class 21 contains 1155 members 
Mstep: Class 22 contains 8749 members 
Mstep: Class 23 contains 411 members 
Mstep: Class 24 contains 9882 members 
Mstep: Class 25 contains 7742 members 
Mstep: Class 26 contains 40183 members 
Mstep: Class 27 contains 22448 members 
Mstep: Class 28 contains 7647 members 
Mstep: Class 29 contains 4310 members 
Mstep: Class 30 contains 1050 members 
Mstep: Class 31 contains 10047 members 
Mstep: Class 32 contains 733 members 
Mstep: Class 33 contains 1120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80968184.000000 Penalty: 65850.492188
Iteration 86Q: 34 clusters Score -8.096818e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 6921 members 
Mstep: Class 3 contains 36914 members 
Mstep: Class 4 contains 34770 members 
Mstep: Class 5 contains 76750 members 
Mstep: Class 6 contains 24019 members 
Mstep: Class 7 contains 11227 members 
Mstep: Class 8 contains 9323 members 
Mstep: Class 9 contains 82315 members 
Mstep: Class 10 contains 867 members 
Mstep: Class 11 contains 1248 members 
Mstep: Class 12 contains 73212 members 
Mstep: Class 13 contains 37778 members 
Mstep: Class 14 contains 3283 members 
Mstep: Class 15 contains 5099 members 
Mstep: Class 16 contains 17320 members 
Mstep: Class 17 contains 10268 members 
Mstep: Class 18 contains 32169 members 
Mstep: Class 19 contains 64358 members 
Mstep: Class 20 contains 1873 members 
Mstep: Class 21 contains 1154 members 
Mstep: Class 22 contains 8747 members 
Mstep: Class 23 contains 412 members 
Mstep: Class 24 contains 9893 members 
Mstep: Class 25 contains 7722 members 
Mstep: Class 26 contains 40187 members 
Mstep: Class 27 contains 22449 members 
Mstep: Class 28 contains 7619 members 
Mstep: Class 29 contains 4326 members 
Mstep: Class 30 contains 1049 members 
Mstep: Class 31 contains 10080 members 
Mstep: Class 32 contains 734 members 
Mstep: Class 33 contains 1124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80968224.000000 Penalty: 65850.492188
Iteration 87Q: 34 clusters Score -8.096822e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 6922 members 
Mstep: Class 3 contains 36974 members 
Mstep: Class 4 contains 34773 members 
Mstep: Class 5 contains 76962 members 
Mstep: Class 6 contains 24009 members 
Mstep: Class 7 contains 11270 members 
Mstep: Class 8 contains 9314 members 
Mstep: Class 9 contains 82263 members 
Mstep: Class 10 contains 866 members 
Mstep: Class 11 contains 1247 members 
Mstep: Class 12 contains 73099 members 
Mstep: Class 13 contains 37684 members 
Mstep: Class 14 contains 3284 members 
Mstep: Class 15 contains 5104 members 
Mstep: Class 16 contains 17313 members 
Mstep: Class 17 contains 10264 members 
Mstep: Class 18 contains 32146 members 
Mstep: Class 19 contains 64346 members 
Mstep: Class 20 contains 1868 members 
Mstep: Class 21 contains 1159 members 
Mstep: Class 22 contains 8745 members 
Mstep: Class 23 contains 411 members 
Mstep: Class 24 contains 9905 members 
Mstep: Class 25 contains 7697 members 
Mstep: Class 26 contains 40199 members 
Mstep: Class 27 contains 22448 members 
Mstep: Class 28 contains 7582 members 
Mstep: Class 29 contains 4337 members 
Mstep: Class 30 contains 1049 members 
Mstep: Class 31 contains 10108 members 
Mstep: Class 32 contains 736 members 
Mstep: Class 33 contains 1126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80968112.000000 Penalty: 65850.492188
Iteration 88Q: 34 clusters Score -8.096811e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 6922 members 
Mstep: Class 3 contains 37042 members 
Mstep: Class 4 contains 34772 members 
Mstep: Class 5 contains 77223 members 
Mstep: Class 6 contains 24010 members 
Mstep: Class 7 contains 11302 members 
Mstep: Class 8 contains 9307 members 
Mstep: Class 9 contains 82184 members 
Mstep: Class 10 contains 866 members 
Mstep: Class 11 contains 1247 members 
Mstep: Class 12 contains 72964 members 
Mstep: Class 13 contains 37589 members 
Mstep: Class 14 contains 3282 members 
Mstep: Class 15 contains 5114 members 
Mstep: Class 16 contains 17313 members 
Mstep: Class 17 contains 10264 members 
Mstep: Class 18 contains 32123 members 
Mstep: Class 19 contains 64337 members 
Mstep: Class 20 contains 1864 members 
Mstep: Class 21 contains 1160 members 
Mstep: Class 22 contains 8746 members 
Mstep: Class 23 contains 410 members 
Mstep: Class 24 contains 9912 members 
Mstep: Class 25 contains 7679 members 
Mstep: Class 26 contains 40212 members 
Mstep: Class 27 contains 22447 members 
Mstep: Class 28 contains 7538 members 
Mstep: Class 29 contains 4339 members 
Mstep: Class 30 contains 1049 members 
Mstep: Class 31 contains 10124 members 
Mstep: Class 32 contains 737 members 
Mstep: Class 33 contains 1132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80968160.000000 Penalty: 65850.492188
Iteration 89Q: 34 clusters Score -8.096816e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 6922 members 
Mstep: Class 3 contains 37144 members 
Mstep: Class 4 contains 34779 members 
Mstep: Class 5 contains 77414 members 
Mstep: Class 6 contains 24002 members 
Mstep: Class 7 contains 11339 members 
Mstep: Class 8 contains 9296 members 
Mstep: Class 9 contains 82094 members 
Mstep: Class 10 contains 866 members 
Mstep: Class 11 contains 1248 members 
Mstep: Class 12 contains 72870 members 
Mstep: Class 13 contains 37495 members 
Mstep: Class 14 contains 3277 members 
Mstep: Class 15 contains 5123 members 
Mstep: Class 16 contains 17313 members 
Mstep: Class 17 contains 10262 members 
Mstep: Class 18 contains 32111 members 
Mstep: Class 19 contains 64325 members 
Mstep: Class 20 contains 1864 members 
Mstep: Class 21 contains 1160 members 
Mstep: Class 22 contains 8746 members 
Mstep: Class 23 contains 410 members 
Mstep: Class 24 contains 9919 members 
Mstep: Class 25 contains 7670 members 
Mstep: Class 26 contains 40219 members 
Mstep: Class 27 contains 22448 members 
Mstep: Class 28 contains 7495 members 
Mstep: Class 29 contains 4346 members 
Mstep: Class 30 contains 1049 members 
Mstep: Class 31 contains 10134 members 
Mstep: Class 32 contains 737 members 
Mstep: Class 33 contains 1133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80968128.000000 Penalty: 65850.492188
Iteration 90Q: 34 clusters Score -8.096813e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21695 members 
Mstep: Class 2 contains 6922 members 
Mstep: Class 3 contains 37229 members 
Mstep: Class 4 contains 34780 members 
Mstep: Class 5 contains 77598 members 
Mstep: Class 6 contains 24000 members 
Mstep: Class 7 contains 11378 members 
Mstep: Class 8 contains 9292 members 
Mstep: Class 9 contains 81982 members 
Mstep: Class 10 contains 866 members 
Mstep: Class 11 contains 1247 members 
Mstep: Class 12 contains 72789 members 
Mstep: Class 13 contains 37396 members 
Mstep: Class 14 contains 3276 members 
Mstep: Class 15 contains 5130 members 
Mstep: Class 16 contains 17320 members 
Mstep: Class 17 contains 10252 members 
Mstep: Class 18 contains 32088 members 
Mstep: Class 19 contains 64310 members 
Mstep: Class 20 contains 1864 members 
Mstep: Class 21 contains 1161 members 
Mstep: Class 22 contains 8747 members 
Mstep: Class 23 contains 413 members 
Mstep: Class 24 contains 9925 members 
Mstep: Class 25 contains 7662 members 
Mstep: Class 26 contains 40245 members 
Mstep: Class 27 contains 22451 members 
Mstep: Class 28 contains 7467 members 
Mstep: Class 29 contains 4351 members 
Mstep: Class 30 contains 1049 members 
Mstep: Class 31 contains 10155 members 
Mstep: Class 32 contains 734 members 
Mstep: Class 33 contains 1133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80967992.000000 Penalty: 65850.492188
Iteration 91Q: 34 clusters Score -8.096799e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21695 members 
Mstep: Class 2 contains 6920 members 
Mstep: Class 3 contains 37293 members 
Mstep: Class 4 contains 34784 members 
Mstep: Class 5 contains 77804 members 
Mstep: Class 6 contains 23999 members 
Mstep: Class 7 contains 11408 members 
Mstep: Class 8 contains 9287 members 
Mstep: Class 9 contains 81887 members 
Mstep: Class 10 contains 866 members 
Mstep: Class 11 contains 1247 members 
Mstep: Class 12 contains 72691 members 
Mstep: Class 13 contains 37292 members 
Mstep: Class 14 contains 3275 members 
Mstep: Class 15 contains 5137 members 
Mstep: Class 16 contains 17316 members 
Mstep: Class 17 contains 10245 members 
Mstep: Class 18 contains 32071 members 
Mstep: Class 19 contains 64296 members 
Mstep: Class 20 contains 1864 members 
Mstep: Class 21 contains 1160 members 
Mstep: Class 22 contains 8747 members 
Mstep: Class 23 contains 414 members 
Mstep: Class 24 contains 9931 members 
Mstep: Class 25 contains 7651 members 
Mstep: Class 26 contains 40281 members 
Mstep: Class 27 contains 22452 members 
Mstep: Class 28 contains 7452 members 
Mstep: Class 29 contains 4354 members 
Mstep: Class 30 contains 1049 members 
Mstep: Class 31 contains 10172 members 
Mstep: Class 32 contains 733 members 
Mstep: Class 33 contains 1134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80968040.000000 Penalty: 65850.492188
Iteration 92Q: 34 clusters Score -8.096804e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21694 members 
Mstep: Class 2 contains 6920 members 
Mstep: Class 3 contains 37366 members 
Mstep: Class 4 contains 34783 members 
Mstep: Class 5 contains 78018 members 
Mstep: Class 6 contains 23991 members 
Mstep: Class 7 contains 11434 members 
Mstep: Class 8 contains 9284 members 
Mstep: Class 9 contains 81755 members 
Mstep: Class 10 contains 866 members 
Mstep: Class 11 contains 1246 members 
Mstep: Class 12 contains 72616 members 
Mstep: Class 13 contains 37204 members 
Mstep: Class 14 contains 3273 members 
Mstep: Class 15 contains 5144 members 
Mstep: Class 16 contains 17314 members 
Mstep: Class 17 contains 10234 members 
Mstep: Class 18 contains 32069 members 
Mstep: Class 19 contains 64297 members 
Mstep: Class 20 contains 1864 members 
Mstep: Class 21 contains 1159 members 
Mstep: Class 22 contains 8745 members 
Mstep: Class 23 contains 414 members 
Mstep: Class 24 contains 9935 members 
Mstep: Class 25 contains 7639 members 
Mstep: Class 26 contains 40301 members 
Mstep: Class 27 contains 22453 members 
Mstep: Class 28 contains 7430 members 
Mstep: Class 29 contains 4359 members 
Mstep: Class 30 contains 1049 members 
Mstep: Class 31 contains 10182 members 
Mstep: Class 32 contains 733 members 
Mstep: Class 33 contains 1136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80968216.000000 Penalty: 65850.492188
Iteration 93Q: 34 clusters Score -8.096822e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21695 members 
Mstep: Class 2 contains 6919 members 
Mstep: Class 3 contains 37452 members 
Mstep: Class 4 contains 34783 members 
Mstep: Class 5 contains 78201 members 
Mstep: Class 6 contains 23985 members 
Mstep: Class 7 contains 11475 members 
Mstep: Class 8 contains 9281 members 
Mstep: Class 9 contains 81627 members 
Mstep: Class 10 contains 866 members 
Mstep: Class 11 contains 1246 members 
Mstep: Class 12 contains 72548 members 
Mstep: Class 13 contains 37115 members 
Mstep: Class 14 contains 3269 members 
Mstep: Class 15 contains 5149 members 
Mstep: Class 16 contains 17313 members 
Mstep: Class 17 contains 10229 members 
Mstep: Class 18 contains 32064 members 
Mstep: Class 19 contains 64297 members 
Mstep: Class 20 contains 1863 members 
Mstep: Class 21 contains 1159 members 
Mstep: Class 22 contains 8746 members 
Mstep: Class 23 contains 414 members 
Mstep: Class 24 contains 9943 members 
Mstep: Class 25 contains 7625 members 
Mstep: Class 26 contains 40314 members 
Mstep: Class 27 contains 22453 members 
Mstep: Class 28 contains 7405 members 
Mstep: Class 29 contains 4363 members 
Mstep: Class 30 contains 1049 members 
Mstep: Class 31 contains 10189 members 
Mstep: Class 32 contains 733 members 
Mstep: Class 33 contains 1137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80967840.000000 Penalty: 65850.492188
Iteration 94Q: 34 clusters Score -8.096784e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21695 members 
Mstep: Class 2 contains 6919 members 
Mstep: Class 3 contains 37519 members 
Mstep: Class 4 contains 34783 members 
Mstep: Class 5 contains 78415 members 
Mstep: Class 6 contains 23978 members 
Mstep: Class 7 contains 11506 members 
Mstep: Class 8 contains 9276 members 
Mstep: Class 9 contains 81540 members 
Mstep: Class 10 contains 866 members 
Mstep: Class 11 contains 1246 members 
Mstep: Class 12 contains 72460 members 
Mstep: Class 13 contains 37029 members 
Mstep: Class 14 contains 3269 members 
Mstep: Class 15 contains 5154 members 
Mstep: Class 16 contains 17318 members 
Mstep: Class 17 contains 10227 members 
Mstep: Class 18 contains 32034 members 
Mstep: Class 19 contains 64299 members 
Mstep: Class 20 contains 1860 members 
Mstep: Class 21 contains 1158 members 
Mstep: Class 22 contains 8746 members 
Mstep: Class 23 contains 414 members 
Mstep: Class 24 contains 9956 members 
Mstep: Class 25 contains 7613 members 
Mstep: Class 26 contains 40317 members 
Mstep: Class 27 contains 22453 members 
Mstep: Class 28 contains 7377 members 
Mstep: Class 29 contains 4366 members 
Mstep: Class 30 contains 1049 members 
Mstep: Class 31 contains 10193 members 
Mstep: Class 32 contains 733 members 
Mstep: Class 33 contains 1139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80968024.000000 Penalty: 65850.492188
Iteration 95Q: 34 clusters Score -8.096802e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 6919 members 
Mstep: Class 3 contains 37569 members 
Mstep: Class 4 contains 34791 members 
Mstep: Class 5 contains 78652 members 
Mstep: Class 6 contains 23974 members 
Mstep: Class 7 contains 11548 members 
Mstep: Class 8 contains 9275 members 
Mstep: Class 9 contains 81456 members 
Mstep: Class 10 contains 866 members 
Mstep: Class 11 contains 1247 members 
Mstep: Class 12 contains 72341 members 
Mstep: Class 13 contains 36944 members 
Mstep: Class 14 contains 3270 members 
Mstep: Class 15 contains 5157 members 
Mstep: Class 16 contains 17321 members 
Mstep: Class 17 contains 10225 members 
Mstep: Class 18 contains 32023 members 
Mstep: Class 19 contains 64285 members 
Mstep: Class 20 contains 1860 members 
Mstep: Class 21 contains 1158 members 
Mstep: Class 22 contains 8748 members 
Mstep: Class 23 contains 414 members 
Mstep: Class 24 contains 9967 members 
Mstep: Class 25 contains 7600 members 
Mstep: Class 26 contains 40318 members 
Mstep: Class 27 contains 22453 members 
Mstep: Class 28 contains 7349 members 
Mstep: Class 29 contains 4367 members 
Mstep: Class 30 contains 1049 members 
Mstep: Class 31 contains 10194 members 
Mstep: Class 32 contains 733 members 
Mstep: Class 33 contains 1141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80968192.000000 Penalty: 65850.492188
Iteration 96Q: 34 clusters Score -8.096819e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 6919 members 
Mstep: Class 3 contains 37607 members 
Mstep: Class 4 contains 34791 members 
Mstep: Class 5 contains 78894 members 
Mstep: Class 6 contains 23972 members 
Mstep: Class 7 contains 11585 members 
Mstep: Class 8 contains 9275 members 
Mstep: Class 9 contains 81383 members 
Mstep: Class 10 contains 866 members 
Mstep: Class 11 contains 1248 members 
Mstep: Class 12 contains 72203 members 
Mstep: Class 13 contains 36849 members 
Mstep: Class 14 contains 3270 members 
Mstep: Class 15 contains 5158 members 
Mstep: Class 16 contains 17321 members 
Mstep: Class 17 contains 10223 members 
Mstep: Class 18 contains 32016 members 
Mstep: Class 19 contains 64280 members 
Mstep: Class 20 contains 1861 members 
Mstep: Class 21 contains 1158 members 
Mstep: Class 22 contains 8750 members 
Mstep: Class 23 contains 414 members 
Mstep: Class 24 contains 9981 members 
Mstep: Class 25 contains 7587 members 
Mstep: Class 26 contains 40338 members 
Mstep: Class 27 contains 22453 members 
Mstep: Class 28 contains 7325 members 
Mstep: Class 29 contains 4370 members 
Mstep: Class 30 contains 1049 members 
Mstep: Class 31 contains 10194 members 
Mstep: Class 32 contains 733 members 
Mstep: Class 33 contains 1142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80968184.000000 Penalty: 65850.492188
Iteration 97Q: 34 clusters Score -8.096818e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 6920 members 
Mstep: Class 3 contains 37649 members 
Mstep: Class 4 contains 34791 members 
Mstep: Class 5 contains 79156 members 
Mstep: Class 6 contains 23974 members 
Mstep: Class 7 contains 11622 members 
Mstep: Class 8 contains 9270 members 
Mstep: Class 9 contains 81298 members 
Mstep: Class 10 contains 866 members 
Mstep: Class 11 contains 1248 members 
Mstep: Class 12 contains 72064 members 
Mstep: Class 13 contains 36747 members 
Mstep: Class 14 contains 3271 members 
Mstep: Class 15 contains 5164 members 
Mstep: Class 16 contains 17321 members 
Mstep: Class 17 contains 10227 members 
Mstep: Class 18 contains 32015 members 
Mstep: Class 19 contains 64274 members 
Mstep: Class 20 contains 1858 members 
Mstep: Class 21 contains 1158 members 
Mstep: Class 22 contains 8750 members 
Mstep: Class 23 contains 414 members 
Mstep: Class 24 contains 9991 members 
Mstep: Class 25 contains 7581 members 
Mstep: Class 26 contains 40355 members 
Mstep: Class 27 contains 22453 members 
Mstep: Class 28 contains 7284 members 
Mstep: Class 29 contains 4373 members 
Mstep: Class 30 contains 1049 members 
Mstep: Class 31 contains 10197 members 
Mstep: Class 32 contains 733 members 
Mstep: Class 33 contains 1142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80968488.000000 Penalty: 65850.492188
Iteration 98Q: 34 clusters Score -8.096849e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 6920 members 
Mstep: Class 3 contains 37705 members 
Mstep: Class 4 contains 34788 members 
Mstep: Class 5 contains 79356 members 
Mstep: Class 6 contains 23975 members 
Mstep: Class 7 contains 11653 members 
Mstep: Class 8 contains 9268 members 
Mstep: Class 9 contains 81243 members 
Mstep: Class 10 contains 866 members 
Mstep: Class 11 contains 1248 members 
Mstep: Class 12 contains 71951 members 
Mstep: Class 13 contains 36641 members 
Mstep: Class 14 contains 3272 members 
Mstep: Class 15 contains 5169 members 
Mstep: Class 16 contains 17321 members 
Mstep: Class 17 contains 10226 members 
Mstep: Class 18 contains 32018 members 
Mstep: Class 19 contains 64276 members 
Mstep: Class 20 contains 1857 members 
Mstep: Class 21 contains 1159 members 
Mstep: Class 22 contains 8750 members 
Mstep: Class 23 contains 414 members 
Mstep: Class 24 contains 9997 members 
Mstep: Class 25 contains 7557 members 
Mstep: Class 26 contains 40374 members 
Mstep: Class 27 contains 22453 members 
Mstep: Class 28 contains 7255 members 
Mstep: Class 29 contains 4379 members 
Mstep: Class 30 contains 1049 members 
Mstep: Class 31 contains 10200 members 
Mstep: Class 32 contains 733 members 
Mstep: Class 33 contains 1142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80968824.000000 Penalty: 65850.492188
Iteration 99Q: 34 clusters Score -8.096882e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 6920 members 
Mstep: Class 3 contains 37770 members 
Mstep: Class 4 contains 34790 members 
Mstep: Class 5 contains 79544 members 
Mstep: Class 6 contains 23973 members 
Mstep: Class 7 contains 11698 members 
Mstep: Class 8 contains 9261 members 
Mstep: Class 9 contains 81146 members 
Mstep: Class 10 contains 866 members 
Mstep: Class 11 contains 1247 members 
Mstep: Class 12 contains 71848 members 
Mstep: Class 13 contains 36559 members 
Mstep: Class 14 contains 3270 members 
Mstep: Class 15 contains 5175 members 
Mstep: Class 16 contains 17323 members 
Mstep: Class 17 contains 10226 members 
Mstep: Class 18 contains 32014 members 
Mstep: Class 19 contains 64275 members 
Mstep: Class 20 contains 1857 members 
Mstep: Class 21 contains 1160 members 
Mstep: Class 22 contains 8748 members 
Mstep: Class 23 contains 414 members 
Mstep: Class 24 contains 10007 members 
Mstep: Class 25 contains 7539 members 
Mstep: Class 26 contains 40395 members 
Mstep: Class 27 contains 22453 members 
Mstep: Class 28 contains 7227 members 
Mstep: Class 29 contains 4383 members 
Mstep: Class 30 contains 1049 members 
Mstep: Class 31 contains 10203 members 
Mstep: Class 32 contains 733 members 
Mstep: Class 33 contains 1142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80968696.000000 Penalty: 65850.492188
Iteration 100F: 34 clusters Score -8.09687e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 6921 members 
Mstep: Class 3 contains 37822 members 
Mstep: Class 4 contains 34792 members 
Mstep: Class 5 contains 79675 members 
Mstep: Class 6 contains 23973 members 
Mstep: Class 7 contains 11734 members 
Mstep: Class 8 contains 9258 members 
Mstep: Class 9 contains 81056 members 
Mstep: Class 10 contains 866 members 
Mstep: Class 11 contains 1247 members 
Mstep: Class 12 contains 71780 members 
Mstep: Class 13 contains 36501 members 
Mstep: Class 14 contains 3268 members 
Mstep: Class 15 contains 5183 members 
Mstep: Class 16 contains 17327 members 
Mstep: Class 17 contains 10231 members 
Mstep: Class 18 contains 32010 members 
Mstep: Class 19 contains 64269 members 
Mstep: Class 20 contains 1857 members 
Mstep: Class 21 contains 1160 members 
Mstep: Class 22 contains 8747 members 
Mstep: Class 23 contains 412 members 
Mstep: Class 24 contains 10016 members 
Mstep: Class 25 contains 7526 members 
Mstep: Class 26 contains 40411 members 
Mstep: Class 27 contains 22453 members 
Mstep: Class 28 contains 7203 members 
Mstep: Class 29 contains 4387 members 
Mstep: Class 30 contains 1049 members 
Mstep: Class 31 contains 10205 members 
Mstep: Class 32 contains 735 members 
Mstep: Class 33 contains 1141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80968880.000000 Penalty: 65850.492188
Iteration 101Q: 34 clusters Score -8.096888e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 6921 members 
Mstep: Class 3 contains 37879 members 
Mstep: Class 4 contains 34791 members 
Mstep: Class 5 contains 79762 members 
Mstep: Class 6 contains 23972 members 
Mstep: Class 7 contains 11774 members 
Mstep: Class 8 contains 9258 members 
Mstep: Class 9 contains 80963 members 
Mstep: Class 10 contains 866 members 
Mstep: Class 11 contains 1247 members 
Mstep: Class 12 contains 71753 members 
Mstep: Class 13 contains 36440 members 
Mstep: Class 14 contains 3269 members 
Mstep: Class 15 contains 5186 members 
Mstep: Class 16 contains 17334 members 
Mstep: Class 17 contains 10236 members 
Mstep: Class 18 contains 32016 members 
Mstep: Class 19 contains 64262 members 
Mstep: Class 20 contains 1854 members 
Mstep: Class 21 contains 1159 members 
Mstep: Class 22 contains 8747 members 
Mstep: Class 23 contains 411 members 
Mstep: Class 24 contains 10024 members 
Mstep: Class 25 contains 7522 members 
Mstep: Class 26 contains 40426 members 
Mstep: Class 27 contains 22453 members 
Mstep: Class 28 contains 7171 members 
Mstep: Class 29 contains 4388 members 
Mstep: Class 30 contains 1049 members 
Mstep: Class 31 contains 10207 members 
Mstep: Class 32 contains 736 members 
Mstep: Class 33 contains 1140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80969016.000000 Penalty: 65850.492188
Iteration 102Q: 34 clusters Score -8.096902e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 6921 members 
Mstep: Class 3 contains 37925 members 
Mstep: Class 4 contains 34787 members 
Mstep: Class 5 contains 79904 members 
Mstep: Class 6 contains 23974 members 
Mstep: Class 7 contains 11812 members 
Mstep: Class 8 contains 9251 members 
Mstep: Class 9 contains 80856 members 
Mstep: Class 10 contains 866 members 
Mstep: Class 11 contains 1247 members 
Mstep: Class 12 contains 71705 members 
Mstep: Class 13 contains 36376 members 
Mstep: Class 14 contains 3268 members 
Mstep: Class 15 contains 5194 members 
Mstep: Class 16 contains 17336 members 
Mstep: Class 17 contains 10241 members 
Mstep: Class 18 contains 32020 members 
Mstep: Class 19 contains 64259 members 
Mstep: Class 20 contains 1852 members 
Mstep: Class 21 contains 1161 members 
Mstep: Class 22 contains 8747 members 
Mstep: Class 23 contains 411 members 
Mstep: Class 24 contains 10032 members 
Mstep: Class 25 contains 7502 members 
Mstep: Class 26 contains 40443 members 
Mstep: Class 27 contains 22454 members 
Mstep: Class 28 contains 7149 members 
Mstep: Class 29 contains 4390 members 
Mstep: Class 30 contains 1049 members 
Mstep: Class 31 contains 10208 members 
Mstep: Class 32 contains 736 members 
Mstep: Class 33 contains 1140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80969128.000000 Penalty: 65850.492188
Iteration 103Q: 34 clusters Score -8.096913e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 6921 members 
Mstep: Class 3 contains 37968 members 
Mstep: Class 4 contains 34782 members 
Mstep: Class 5 contains 80065 members 
Mstep: Class 6 contains 23977 members 
Mstep: Class 7 contains 11868 members 
Mstep: Class 8 contains 9239 members 
Mstep: Class 9 contains 80748 members 
Mstep: Class 10 contains 866 members 
Mstep: Class 11 contains 1247 members 
Mstep: Class 12 contains 71646 members 
Mstep: Class 13 contains 36303 members 
Mstep: Class 14 contains 3268 members 
Mstep: Class 15 contains 5205 members 
Mstep: Class 16 contains 17336 members 
Mstep: Class 17 contains 10240 members 
Mstep: Class 18 contains 32023 members 
Mstep: Class 19 contains 64259 members 
Mstep: Class 20 contains 1851 members 
Mstep: Class 21 contains 1160 members 
Mstep: Class 22 contains 8747 members 
Mstep: Class 23 contains 411 members 
Mstep: Class 24 contains 10036 members 
Mstep: Class 25 contains 7487 members 
Mstep: Class 26 contains 40460 members 
Mstep: Class 27 contains 22454 members 
Mstep: Class 28 contains 7125 members 
Mstep: Class 29 contains 4394 members 
Mstep: Class 30 contains 1049 members 
Mstep: Class 31 contains 10208 members 
Mstep: Class 32 contains 736 members 
Mstep: Class 33 contains 1139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80969304.000000 Penalty: 65850.492188
Iteration 104Q: 34 clusters Score -8.09693e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 6921 members 
Mstep: Class 3 contains 37979 members 
Mstep: Class 4 contains 34780 members 
Mstep: Class 5 contains 80236 members 
Mstep: Class 6 contains 23978 members 
Mstep: Class 7 contains 11918 members 
Mstep: Class 8 contains 9223 members 
Mstep: Class 9 contains 80658 members 
Mstep: Class 10 contains 866 members 
Mstep: Class 11 contains 1247 members 
Mstep: Class 12 contains 71583 members 
Mstep: Class 13 contains 36242 members 
Mstep: Class 14 contains 3268 members 
Mstep: Class 15 contains 5213 members 
Mstep: Class 16 contains 17344 members 
Mstep: Class 17 contains 10242 members 
Mstep: Class 18 contains 32016 members 
Mstep: Class 19 contains 64265 members 
Mstep: Class 20 contains 1854 members 
Mstep: Class 21 contains 1161 members 
Mstep: Class 22 contains 8747 members 
Mstep: Class 23 contains 411 members 
Mstep: Class 24 contains 10040 members 
Mstep: Class 25 contains 7467 members 
Mstep: Class 26 contains 40478 members 
Mstep: Class 27 contains 22454 members 
Mstep: Class 28 contains 7097 members 
Mstep: Class 29 contains 4394 members 
Mstep: Class 30 contains 1049 members 
Mstep: Class 31 contains 10210 members 
Mstep: Class 32 contains 736 members 
Mstep: Class 33 contains 1141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80969488.000000 Penalty: 65850.492188
Iteration 105Q: 34 clusters Score -8.096949e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 6921 members 
Mstep: Class 3 contains 37999 members 
Mstep: Class 4 contains 34774 members 
Mstep: Class 5 contains 80431 members 
Mstep: Class 6 contains 23977 members 
Mstep: Class 7 contains 11955 members 
Mstep: Class 8 contains 9217 members 
Mstep: Class 9 contains 80599 members 
Mstep: Class 10 contains 866 members 
Mstep: Class 11 contains 1247 members 
Mstep: Class 12 contains 71492 members 
Mstep: Class 13 contains 36182 members 
Mstep: Class 14 contains 3268 members 
Mstep: Class 15 contains 5221 members 
Mstep: Class 16 contains 17346 members 
Mstep: Class 17 contains 10238 members 
Mstep: Class 18 contains 32010 members 
Mstep: Class 19 contains 64267 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 1162 members 
Mstep: Class 22 contains 8745 members 
Mstep: Class 23 contains 411 members 
Mstep: Class 24 contains 10042 members 
Mstep: Class 25 contains 7447 members 
Mstep: Class 26 contains 40483 members 
Mstep: Class 27 contains 22456 members 
Mstep: Class 28 contains 7073 members 
Mstep: Class 29 contains 4402 members 
Mstep: Class 30 contains 1049 members 
Mstep: Class 31 contains 10213 members 
Mstep: Class 32 contains 736 members 
Mstep: Class 33 contains 1142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80969504.000000 Penalty: 65850.492188
Iteration 106Q: 34 clusters Score -8.09695e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 6921 members 
Mstep: Class 3 contains 37987 members 
Mstep: Class 4 contains 34774 members 
Mstep: Class 5 contains 80650 members 
Mstep: Class 6 contains 23976 members 
Mstep: Class 7 contains 12011 members 
Mstep: Class 8 contains 9209 members 
Mstep: Class 9 contains 80546 members 
Mstep: Class 10 contains 867 members 
Mstep: Class 11 contains 1247 members 
Mstep: Class 12 contains 71364 members 
Mstep: Class 13 contains 36141 members 
Mstep: Class 14 contains 3268 members 
Mstep: Class 15 contains 5229 members 
Mstep: Class 16 contains 17348 members 
Mstep: Class 17 contains 10233 members 
Mstep: Class 18 contains 32000 members 
Mstep: Class 19 contains 64269 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 1162 members 
Mstep: Class 22 contains 8744 members 
Mstep: Class 23 contains 411 members 
Mstep: Class 24 contains 10045 members 
Mstep: Class 25 contains 7436 members 
Mstep: Class 26 contains 40486 members 
Mstep: Class 27 contains 22457 members 
Mstep: Class 28 contains 7047 members 
Mstep: Class 29 contains 4406 members 
Mstep: Class 30 contains 1049 members 
Mstep: Class 31 contains 10216 members 
Mstep: Class 32 contains 736 members 
Mstep: Class 33 contains 1141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80969624.000000 Penalty: 65850.492188
Iteration 107Q: 34 clusters Score -8.096962e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 6921 members 
Mstep: Class 3 contains 37986 members 
Mstep: Class 4 contains 34768 members 
Mstep: Class 5 contains 80858 members 
Mstep: Class 6 contains 23974 members 
Mstep: Class 7 contains 12069 members 
Mstep: Class 8 contains 9202 members 
Mstep: Class 9 contains 80492 members 
Mstep: Class 10 contains 866 members 
Mstep: Class 11 contains 1247 members 
Mstep: Class 12 contains 71228 members 
Mstep: Class 13 contains 36090 members 
Mstep: Class 14 contains 3266 members 
Mstep: Class 15 contains 5233 members 
Mstep: Class 16 contains 17353 members 
Mstep: Class 17 contains 10237 members 
Mstep: Class 18 contains 31996 members 
Mstep: Class 19 contains 64274 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 1165 members 
Mstep: Class 22 contains 8745 members 
Mstep: Class 23 contains 411 members 
Mstep: Class 24 contains 10050 members 
Mstep: Class 25 contains 7422 members 
Mstep: Class 26 contains 40492 members 
Mstep: Class 27 contains 22455 members 
Mstep: Class 28 contains 7018 members 
Mstep: Class 29 contains 4412 members 
Mstep: Class 30 contains 1050 members 
Mstep: Class 31 contains 10219 members 
Mstep: Class 32 contains 736 members 
Mstep: Class 33 contains 1141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80969496.000000 Penalty: 65850.492188
Iteration 108Q: 34 clusters Score -8.09695e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 6921 members 
Mstep: Class 3 contains 37971 members 
Mstep: Class 4 contains 34765 members 
Mstep: Class 5 contains 81070 members 
Mstep: Class 6 contains 23971 members 
Mstep: Class 7 contains 12142 members 
Mstep: Class 8 contains 9196 members 
Mstep: Class 9 contains 80447 members 
Mstep: Class 10 contains 866 members 
Mstep: Class 11 contains 1247 members 
Mstep: Class 12 contains 71093 members 
Mstep: Class 13 contains 36024 members 
Mstep: Class 14 contains 3267 members 
Mstep: Class 15 contains 5243 members 
Mstep: Class 16 contains 17358 members 
Mstep: Class 17 contains 10242 members 
Mstep: Class 18 contains 31992 members 
Mstep: Class 19 contains 64270 members 
Mstep: Class 20 contains 1849 members 
Mstep: Class 21 contains 1164 members 
Mstep: Class 22 contains 8745 members 
Mstep: Class 23 contains 411 members 
Mstep: Class 24 contains 10054 members 
Mstep: Class 25 contains 7410 members 
Mstep: Class 26 contains 40509 members 
Mstep: Class 27 contains 22456 members 
Mstep: Class 28 contains 6984 members 
Mstep: Class 29 contains 4413 members 
Mstep: Class 30 contains 1051 members 
Mstep: Class 31 contains 10221 members 
Mstep: Class 32 contains 736 members 
Mstep: Class 33 contains 1142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80969280.000000 Penalty: 65850.492188
Iteration 109Q: 34 clusters Score -8.096928e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 6921 members 
Mstep: Class 3 contains 37954 members 
Mstep: Class 4 contains 34766 members 
Mstep: Class 5 contains 81234 members 
Mstep: Class 6 contains 23968 members 
Mstep: Class 7 contains 12210 members 
Mstep: Class 8 contains 9188 members 
Mstep: Class 9 contains 80353 members 
Mstep: Class 10 contains 866 members 
Mstep: Class 11 contains 1247 members 
Mstep: Class 12 contains 71018 members 
Mstep: Class 13 contains 35964 members 
Mstep: Class 14 contains 3266 members 
Mstep: Class 15 contains 5249 members 
Mstep: Class 16 contains 17369 members 
Mstep: Class 17 contains 10244 members 
Mstep: Class 18 contains 31997 members 
Mstep: Class 19 contains 64275 members 
Mstep: Class 20 contains 1848 members 
Mstep: Class 21 contains 1164 members 
Mstep: Class 22 contains 8747 members 
Mstep: Class 23 contains 411 members 
Mstep: Class 24 contains 10056 members 
Mstep: Class 25 contains 7388 members 
Mstep: Class 26 contains 40546 members 
Mstep: Class 27 contains 22456 members 
Mstep: Class 28 contains 6960 members 
Mstep: Class 29 contains 4414 members 
Mstep: Class 30 contains 1051 members 
Mstep: Class 31 contains 10221 members 
Mstep: Class 32 contains 736 members 
Mstep: Class 33 contains 1143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80969184.000000 Penalty: 65850.492188
Iteration 110Q: 34 clusters Score -8.096918e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 6921 members 
Mstep: Class 3 contains 37985 members 
Mstep: Class 4 contains 34761 members 
Mstep: Class 5 contains 81409 members 
Mstep: Class 6 contains 23968 members 
Mstep: Class 7 contains 12263 members 
Mstep: Class 8 contains 9183 members 
Mstep: Class 9 contains 80185 members 
Mstep: Class 10 contains 866 members 
Mstep: Class 11 contains 1247 members 
Mstep: Class 12 contains 71007 members 
Mstep: Class 13 contains 35903 members 
Mstep: Class 14 contains 3266 members 
Mstep: Class 15 contains 5254 members 
Mstep: Class 16 contains 17375 members 
Mstep: Class 17 contains 10251 members 
Mstep: Class 18 contains 31994 members 
Mstep: Class 19 contains 64274 members 
Mstep: Class 20 contains 1848 members 
Mstep: Class 21 contains 1165 members 
Mstep: Class 22 contains 8746 members 
Mstep: Class 23 contains 411 members 
Mstep: Class 24 contains 10056 members 
Mstep: Class 25 contains 7364 members 
Mstep: Class 26 contains 40580 members 
Mstep: Class 27 contains 22456 members 
Mstep: Class 28 contains 6928 members 
Mstep: Class 29 contains 4416 members 
Mstep: Class 30 contains 1051 members 
Mstep: Class 31 contains 10220 members 
Mstep: Class 32 contains 736 members 
Mstep: Class 33 contains 1142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80969344.000000 Penalty: 65850.492188
Iteration 111Q: 34 clusters Score -8.096934e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 6921 members 
Mstep: Class 3 contains 38029 members 
Mstep: Class 4 contains 34761 members 
Mstep: Class 5 contains 81564 members 
Mstep: Class 6 contains 23969 members 
Mstep: Class 7 contains 12310 members 
Mstep: Class 8 contains 9174 members 
Mstep: Class 9 contains 80028 members 
Mstep: Class 10 contains 866 members 
Mstep: Class 11 contains 1247 members 
Mstep: Class 12 contains 71004 members 
Mstep: Class 13 contains 35826 members 
Mstep: Class 14 contains 3269 members 
Mstep: Class 15 contains 5264 members 
Mstep: Class 16 contains 17375 members 
Mstep: Class 17 contains 10253 members 
Mstep: Class 18 contains 32003 members 
Mstep: Class 19 contains 64275 members 
Mstep: Class 20 contains 1849 members 
Mstep: Class 21 contains 1165 members 
Mstep: Class 22 contains 8748 members 
Mstep: Class 23 contains 411 members 
Mstep: Class 24 contains 10056 members 
Mstep: Class 25 contains 7332 members 
Mstep: Class 26 contains 40617 members 
Mstep: Class 27 contains 22457 members 
Mstep: Class 28 contains 6894 members 
Mstep: Class 29 contains 4419 members 
Mstep: Class 30 contains 1051 members 
Mstep: Class 31 contains 10221 members 
Mstep: Class 32 contains 736 members 
Mstep: Class 33 contains 1140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80969464.000000 Penalty: 65850.492188
Iteration 112Q: 34 clusters Score -8.096946e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 6922 members 
Mstep: Class 3 contains 38041 members 
Mstep: Class 4 contains 34763 members 
Mstep: Class 5 contains 81729 members 
Mstep: Class 6 contains 23967 members 
Mstep: Class 7 contains 12368 members 
Mstep: Class 8 contains 9165 members 
Mstep: Class 9 contains 79844 members 
Mstep: Class 10 contains 866 members 
Mstep: Class 11 contains 1247 members 
Mstep: Class 12 contains 71057 members 
Mstep: Class 13 contains 35750 members 
Mstep: Class 14 contains 3270 members 
Mstep: Class 15 contains 5267 members 
Mstep: Class 16 contains 17374 members 
Mstep: Class 17 contains 10255 members 
Mstep: Class 18 contains 32002 members 
Mstep: Class 19 contains 64277 members 
Mstep: Class 20 contains 1849 members 
Mstep: Class 21 contains 1166 members 
Mstep: Class 22 contains 8750 members 
Mstep: Class 23 contains 411 members 
Mstep: Class 24 contains 10058 members 
Mstep: Class 25 contains 7303 members 
Mstep: Class 26 contains 40651 members 
Mstep: Class 27 contains 22458 members 
Mstep: Class 28 contains 6856 members 
Mstep: Class 29 contains 4422 members 
Mstep: Class 30 contains 1051 members 
Mstep: Class 31 contains 10220 members 
Mstep: Class 32 contains 736 members 
Mstep: Class 33 contains 1140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80969360.000000 Penalty: 65850.492188
Iteration 113Q: 34 clusters Score -8.096936e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 6923 members 
Mstep: Class 3 contains 38065 members 
Mstep: Class 4 contains 34760 members 
Mstep: Class 5 contains 81834 members 
Mstep: Class 6 contains 23971 members 
Mstep: Class 7 contains 12414 members 
Mstep: Class 8 contains 9157 members 
Mstep: Class 9 contains 79693 members 
Mstep: Class 10 contains 866 members 
Mstep: Class 11 contains 1247 members 
Mstep: Class 12 contains 71101 members 
Mstep: Class 13 contains 35689 members 
Mstep: Class 14 contains 3270 members 
Mstep: Class 15 contains 5272 members 
Mstep: Class 16 contains 17376 members 
Mstep: Class 17 contains 10254 members 
Mstep: Class 18 contains 32000 members 
Mstep: Class 19 contains 64278 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 1167 members 
Mstep: Class 22 contains 8749 members 
Mstep: Class 23 contains 411 members 
Mstep: Class 24 contains 10065 members 
Mstep: Class 25 contains 7280 members 
Mstep: Class 26 contains 40691 members 
Mstep: Class 27 contains 22459 members 
Mstep: Class 28 contains 6822 members 
Mstep: Class 29 contains 4424 members 
Mstep: Class 30 contains 1051 members 
Mstep: Class 31 contains 10220 members 
Mstep: Class 32 contains 736 members 
Mstep: Class 33 contains 1140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80969520.000000 Penalty: 65850.492188
Iteration 114Q: 34 clusters Score -8.096952e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 6922 members 
Mstep: Class 3 contains 38051 members 
Mstep: Class 4 contains 34755 members 
Mstep: Class 5 contains 81897 members 
Mstep: Class 6 contains 23970 members 
Mstep: Class 7 contains 12472 members 
Mstep: Class 8 contains 9156 members 
Mstep: Class 9 contains 79561 members 
Mstep: Class 10 contains 866 members 
Mstep: Class 11 contains 1247 members 
Mstep: Class 12 contains 71182 members 
Mstep: Class 13 contains 35640 members 
Mstep: Class 14 contains 3270 members 
Mstep: Class 15 contains 5279 members 
Mstep: Class 16 contains 17386 members 
Mstep: Class 17 contains 10251 members 
Mstep: Class 18 contains 31993 members 
Mstep: Class 19 contains 64275 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 1167 members 
Mstep: Class 22 contains 8749 members 
Mstep: Class 23 contains 411 members 
Mstep: Class 24 contains 10070 members 
Mstep: Class 25 contains 7256 members 
Mstep: Class 26 contains 40722 members 
Mstep: Class 27 contains 22459 members 
Mstep: Class 28 contains 6803 members 
Mstep: Class 29 contains 4426 members 
Mstep: Class 30 contains 1051 members 
Mstep: Class 31 contains 10222 members 
Mstep: Class 32 contains 736 members 
Mstep: Class 33 contains 1140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80969520.000000 Penalty: 65850.492188
Iteration 115Q: 34 clusters Score -8.096952e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 6921 members 
Mstep: Class 3 contains 38067 members 
Mstep: Class 4 contains 34749 members 
Mstep: Class 5 contains 81870 members 
Mstep: Class 6 contains 23969 members 
Mstep: Class 7 contains 12529 members 
Mstep: Class 8 contains 9152 members 
Mstep: Class 9 contains 79399 members 
Mstep: Class 10 contains 866 members 
Mstep: Class 11 contains 1247 members 
Mstep: Class 12 contains 71327 members 
Mstep: Class 13 contains 35595 members 
Mstep: Class 14 contains 3269 members 
Mstep: Class 15 contains 5290 members 
Mstep: Class 16 contains 17393 members 
Mstep: Class 17 contains 10250 members 
Mstep: Class 18 contains 31988 members 
Mstep: Class 19 contains 64282 members 
Mstep: Class 20 contains 1849 members 
Mstep: Class 21 contains 1169 members 
Mstep: Class 22 contains 8752 members 
Mstep: Class 23 contains 411 members 
Mstep: Class 24 contains 10074 members 
Mstep: Class 25 contains 7228 members 
Mstep: Class 26 contains 40770 members 
Mstep: Class 27 contains 22459 members 
Mstep: Class 28 contains 6786 members 
Mstep: Class 29 contains 4427 members 
Mstep: Class 30 contains 1051 members 
Mstep: Class 31 contains 10221 members 
Mstep: Class 32 contains 736 members 
Mstep: Class 33 contains 1140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80970000.000000 Penalty: 65850.492188
Iteration 116Q: 34 clusters Score -8.097e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 6921 members 
Mstep: Class 3 contains 38065 members 
Mstep: Class 4 contains 34749 members 
Mstep: Class 5 contains 81870 members 
Mstep: Class 6 contains 23968 members 
Mstep: Class 7 contains 12580 members 
Mstep: Class 8 contains 9143 members 
Mstep: Class 9 contains 79216 members 
Mstep: Class 10 contains 866 members 
Mstep: Class 11 contains 1247 members 
Mstep: Class 12 contains 71512 members 
Mstep: Class 13 contains 35556 members 
Mstep: Class 14 contains 3271 members 
Mstep: Class 15 contains 5297 members 
Mstep: Class 16 contains 17390 members 
Mstep: Class 17 contains 10250 members 
Mstep: Class 18 contains 31976 members 
Mstep: Class 19 contains 64282 members 
Mstep: Class 20 contains 1848 members 
Mstep: Class 21 contains 1168 members 
Mstep: Class 22 contains 8754 members 
Mstep: Class 23 contains 411 members 
Mstep: Class 24 contains 10082 members 
Mstep: Class 25 contains 7205 members 
Mstep: Class 26 contains 40806 members 
Mstep: Class 27 contains 22458 members 
Mstep: Class 28 contains 6769 members 
Mstep: Class 29 contains 4427 members 
Mstep: Class 30 contains 1051 members 
Mstep: Class 31 contains 10221 members 
Mstep: Class 32 contains 736 members 
Mstep: Class 33 contains 1140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80970080.000000 Penalty: 65850.492188
Iteration 117Q: 34 clusters Score -8.097008e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 6921 members 
Mstep: Class 3 contains 38075 members 
Mstep: Class 4 contains 34749 members 
Mstep: Class 5 contains 81929 members 
Mstep: Class 6 contains 23971 members 
Mstep: Class 7 contains 12617 members 
Mstep: Class 8 contains 9137 members 
Mstep: Class 9 contains 79011 members 
Mstep: Class 10 contains 866 members 
Mstep: Class 11 contains 1247 members 
Mstep: Class 12 contains 71650 members 
Mstep: Class 13 contains 35524 members 
Mstep: Class 14 contains 3270 members 
Mstep: Class 15 contains 5299 members 
Mstep: Class 16 contains 17394 members 
Mstep: Class 17 contains 10250 members 
Mstep: Class 18 contains 31972 members 
Mstep: Class 19 contains 64287 members 
Mstep: Class 20 contains 1848 members 
Mstep: Class 21 contains 1167 members 
Mstep: Class 22 contains 8753 members 
Mstep: Class 23 contains 411 members 
Mstep: Class 24 contains 10088 members 
Mstep: Class 25 contains 7180 members 
Mstep: Class 26 contains 40834 members 
Mstep: Class 27 contains 22456 members 
Mstep: Class 28 contains 6751 members 
Mstep: Class 29 contains 4430 members 
Mstep: Class 30 contains 1051 members 
Mstep: Class 31 contains 10223 members 
Mstep: Class 32 contains 736 members 
Mstep: Class 33 contains 1140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80970256.000000 Penalty: 65850.492188
Iteration 118Q: 34 clusters Score -8.097026e+07 nChanged 1714
Entering ConstructFrom: 
Score: -80970256.000000 Penalty: 65850.492188
Entering ConstructFrom: 
Trying to split cluster 1 (21670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Entering Unmasked Estep 
Score: -2754332.250000 Penalty: 1485.572266
	Iteration 0F: 2 clusters Score -2754332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -2740179.750000 Penalty: 2971.144531
	Iteration 0F: 3 clusters Score -2740180 nChanged 9568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -2745303.500000 Penalty: 2971.144531
	Iteration 1F: 3 clusters Score -2745304 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -2745627.750000 Penalty: 2971.144531
	Iteration 2Q: 3 clusters Score -2745628 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -2745877.000000 Penalty: 2971.144531
	Iteration 3Q: 3 clusters Score -2745877 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -2746115.250000 Penalty: 2971.144531
	Iteration 4Q: 3 clusters Score -2746115 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -2746343.250000 Penalty: 2971.144531
	Iteration 5Q: 3 clusters Score -2746343 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -2746600.500000 Penalty: 2971.144531
	Iteration 6Q: 3 clusters Score -2746600 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -2746971.000000 Penalty: 2971.144531
	Iteration 7Q: 3 clusters Score -2746971 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -2747474.000000 Penalty: 2971.144531
	Iteration 8Q: 3 clusters Score -2747474 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -2748120.250000 Penalty: 2971.144531
	Iteration 9F: 3 clusters Score -2748120 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -2749092.500000 Penalty: 2971.144531
	Iteration 10F: 3 clusters Score -2749092 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -2750314.000000 Penalty: 2971.144531
	Iteration 11F: 3 clusters Score -2750314 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
Score: -2751436.250000 Penalty: 2971.144531
	Iteration 12F: 3 clusters Score -2751436 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -2752198.750000 Penalty: 2971.144531
	Iteration 13Q: 3 clusters Score -2752199 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -2752632.250000 Penalty: 2971.144531
	Iteration 14Q: 3 clusters Score -2752632 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -2752862.000000 Penalty: 2971.144531
	Iteration 15Q: 3 clusters Score -2752862 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 21211 members 
Entering Unmasked Estep 
Score: -2752984.500000 Penalty: 2971.144531
	Iteration 16Q: 3 clusters Score -2752984 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -2753044.750000 Penalty: 2971.144531
	Iteration 17Q: 3 clusters Score -2753045 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -2753101.000000 Penalty: 2971.144531
	Iteration 18Q: 3 clusters Score -2753101 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -2753131.500000 Penalty: 2971.144531
	Iteration 19Q: 3 clusters Score -2753132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 21339 members 
Entering Unmasked Estep 
Score: -2753149.500000 Penalty: 2971.144531
	Iteration 20F: 3 clusters Score -2753150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -2753158.750000 Penalty: 2971.144531
	Iteration 21Q: 3 clusters Score -2753159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -2753164.750000 Penalty: 2971.144531
	Iteration 22Q: 3 clusters Score -2753165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -2753173.000000 Penalty: 2971.144531
	Iteration 23Q: 3 clusters Score -2753173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -2753181.250000 Penalty: 2971.144531
	Iteration 24Q: 3 clusters Score -2753181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -2753189.250000 Penalty: 2971.144531
	Iteration 25Q: 3 clusters Score -2753189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 21359 members 
Entering Unmasked Estep 
Score: -2753191.000000 Penalty: 2971.144531
	Iteration 26Q: 3 clusters Score -2753191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 21361 members 
Entering Unmasked Estep 
Score: -2753195.000000 Penalty: 2971.144531
	Iteration 27Q: 3 clusters Score -2753195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 21362 members 
Entering Unmasked Estep 
Score: -2753195.750000 Penalty: 2971.144531
	Iteration 28Q: 3 clusters Score -2753196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 21361 members 
Entering Unmasked Estep 
Score: -2753197.750000 Penalty: 2971.144531
	Iteration 29Q: 3 clusters Score -2753198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -2753200.750000 Penalty: 2971.144531
	Iteration 30Q: 3 clusters Score -2753201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -2753198.500000 Penalty: 2971.144531
	Iteration 31Q: 3 clusters Score -2753198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -2753201.250000 Penalty: 2971.144531
	Iteration 32Q: 3 clusters Score -2753201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -2753204.750000 Penalty: 2971.144531
	Iteration 33Q: 3 clusters Score -2753205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 21364 members 
Entering Unmasked Estep 
Score: -2753206.500000 Penalty: 2971.144531
	Iteration 34Q: 3 clusters Score -2753206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -2753207.500000 Penalty: 2971.144531
	Iteration 35Q: 3 clusters Score -2753208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -2753207.500000 Penalty: 2971.144531
	Iteration 36F: 3 clusters Score -2753208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Entering Unmasked Estep 
Score: -879258.937500 Penalty: 1315.758057
	Iteration 0F: 2 clusters Score -879258.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -874430.812500 Penalty: 2631.516113
	Iteration 0F: 3 clusters Score -874430.8 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -875915.687500 Penalty: 2631.516113
	Iteration 1F: 3 clusters Score -875915.7 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -876150.625000 Penalty: 2631.516113
	Iteration 2F: 3 clusters Score -876150.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -876278.437500 Penalty: 2631.516113
	Iteration 3Q: 3 clusters Score -876278.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -876361.125000 Penalty: 2631.516113
	Iteration 4Q: 3 clusters Score -876361.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -876442.000000 Penalty: 2631.516113
	Iteration 5Q: 3 clusters Score -876442 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -876507.187500 Penalty: 2631.516113
	Iteration 6Q: 3 clusters Score -876507.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -876570.937500 Penalty: 2631.516113
	Iteration 7Q: 3 clusters Score -876570.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -876636.500000 Penalty: 2631.516113
	Iteration 8Q: 3 clusters Score -876636.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -876711.250000 Penalty: 2631.516113
	Iteration 9Q: 3 clusters Score -876711.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -876788.750000 Penalty: 2631.516113
	Iteration 10Q: 3 clusters Score -876788.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -876885.250000 Penalty: 2631.516113
	Iteration 11Q: 3 clusters Score -876885.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -876977.312500 Penalty: 2631.516113
	Iteration 12Q: 3 clusters Score -876977.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -877080.437500 Penalty: 2631.516113
	Iteration 13Q: 3 clusters Score -877080.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -877205.437500 Penalty: 2631.516113
	Iteration 14Q: 3 clusters Score -877205.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -877321.625000 Penalty: 2631.516113
	Iteration 15Q: 3 clusters Score -877321.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -877439.187500 Penalty: 2631.516113
	Iteration 16Q: 3 clusters Score -877439.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -877551.875000 Penalty: 2631.516113
	Iteration 17Q: 3 clusters Score -877551.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -877670.687500 Penalty: 2631.516113
	Iteration 18Q: 3 clusters Score -877670.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -877776.875000 Penalty: 2631.516113
	Iteration 19Q: 3 clusters Score -877776.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -877867.562500 Penalty: 2631.516113
	Iteration 20F: 3 clusters Score -877867.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -877947.125000 Penalty: 2631.516113
	Iteration 21Q: 3 clusters Score -877947.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -878001.250000 Penalty: 2631.516113
	Iteration 22Q: 3 clusters Score -878001.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -878041.687500 Penalty: 2631.516113
	Iteration 23Q: 3 clusters Score -878041.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -878079.812500 Penalty: 2631.516113
	Iteration 24Q: 3 clusters Score -878079.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -878111.937500 Penalty: 2631.516113
	Iteration 25Q: 3 clusters Score -878111.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -878130.500000 Penalty: 2631.516113
	Iteration 26Q: 3 clusters Score -878130.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -878141.750000 Penalty: 2631.516113
	Iteration 27Q: 3 clusters Score -878141.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -878159.062500 Penalty: 2631.516113
	Iteration 28Q: 3 clusters Score -878159.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -878164.875000 Penalty: 2631.516113
	Iteration 29Q: 3 clusters Score -878164.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -878164.937500 Penalty: 2631.516113
	Iteration 30Q: 3 clusters Score -878164.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -878167.187500 Penalty: 2631.516113
	Iteration 31Q: 3 clusters Score -878167.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -878167.437500 Penalty: 2631.516113
	Iteration 32Q: 3 clusters Score -878167.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -878170.687500 Penalty: 2631.516113
	Iteration 33Q: 3 clusters Score -878170.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -878171.625000 Penalty: 2631.516113
	Iteration 34Q: 3 clusters Score -878171.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -878172.687500 Penalty: 2631.516113
	Iteration 35Q: 3 clusters Score -878172.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -878173.500000 Penalty: 2631.516113
	Iteration 36Q: 3 clusters Score -878173.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -878175.625000 Penalty: 2631.516113
	Iteration 37Q: 3 clusters Score -878175.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -878175.625000 Penalty: 2631.516113
	Iteration 38F: 3 clusters Score -878175.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (38096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38096 members 
Entering Unmasked Estep 
Score: -4678568.500000 Penalty: 1569.522339
	Iteration 0F: 2 clusters Score -4678568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 19102 members 
Entering Unmasked Estep 
Score: -4653704.000000 Penalty: 3139.044678
	Iteration 0F: 3 clusters Score -4653704 nChanged 17389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -4663371.500000 Penalty: 3139.044678
	Iteration 1F: 3 clusters Score -4663372 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -4663935.000000 Penalty: 3139.044678
	Iteration 2Q: 3 clusters Score -4663935 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
Score: -4664332.000000 Penalty: 3139.044678
	Iteration 3Q: 3 clusters Score -4664332 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
Score: -4664794.000000 Penalty: 3139.044678
	Iteration 4Q: 3 clusters Score -4664794 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -4665276.500000 Penalty: 3139.044678
	Iteration 5Q: 3 clusters Score -4665276 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 21852 members 
Entering Unmasked Estep 
Score: -4665864.000000 Penalty: 3139.044678
	Iteration 6Q: 3 clusters Score -4665864 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 23043 members 
Entering Unmasked Estep 
Score: -4666656.000000 Penalty: 3139.044678
	Iteration 7Q: 3 clusters Score -4666656 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 24672 members 
Entering Unmasked Estep 
Score: -4667921.000000 Penalty: 3139.044678
	Iteration 8F: 3 clusters Score -4667921 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 26635 members 
Entering Unmasked Estep 
Score: -4669579.500000 Penalty: 3139.044678
	Iteration 9F: 3 clusters Score -4669580 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 28736 members 
Entering Unmasked Estep 
Score: -4671472.000000 Penalty: 3139.044678
	Iteration 10F: 3 clusters Score -4671472 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 30550 members 
Entering Unmasked Estep 
Score: -4673100.500000 Penalty: 3139.044678
	Iteration 11F: 3 clusters Score -4673100 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 31856 members 
Entering Unmasked Estep 
Score: -4674209.500000 Penalty: 3139.044678
	Iteration 12Q: 3 clusters Score -4674210 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 32795 members 
Entering Unmasked Estep 
Score: -4674980.000000 Penalty: 3139.044678
	Iteration 13Q: 3 clusters Score -4674980 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 33531 members 
Entering Unmasked Estep 
Score: -4675513.000000 Penalty: 3139.044678
	Iteration 14Q: 3 clusters Score -4675513 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 34081 members 
Entering Unmasked Estep 
Score: -4675861.000000 Penalty: 3139.044678
	Iteration 15Q: 3 clusters Score -4675861 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 34517 members 
Entering Unmasked Estep 
Score: -4676130.500000 Penalty: 3139.044678
	Iteration 16Q: 3 clusters Score -4676130 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 34879 members 
Entering Unmasked Estep 
Score: -4676335.500000 Penalty: 3139.044678
	Iteration 17Q: 3 clusters Score -4676336 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 35190 members 
Entering Unmasked Estep 
Score: -4676474.000000 Penalty: 3139.044678
	Iteration 18Q: 3 clusters Score -4676474 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 35436 members 
Entering Unmasked Estep 
Score: -4676607.000000 Penalty: 3139.044678
	Iteration 19Q: 3 clusters Score -4676607 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 35653 members 
Entering Unmasked Estep 
Score: -4676707.000000 Penalty: 3139.044678
	Iteration 20F: 3 clusters Score -4676707 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 35856 members 
Entering Unmasked Estep 
Score: -4676824.000000 Penalty: 3139.044678
	Iteration 21Q: 3 clusters Score -4676824 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 36028 members 
Entering Unmasked Estep 
Score: -4676910.000000 Penalty: 3139.044678
	Iteration 22Q: 3 clusters Score -4676910 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 36173 members 
Entering Unmasked Estep 
Score: -4676994.500000 Penalty: 3139.044678
	Iteration 23Q: 3 clusters Score -4676994 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 36292 members 
Entering Unmasked Estep 
Score: -4677061.500000 Penalty: 3139.044678
	Iteration 24Q: 3 clusters Score -4677062 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 36389 members 
Entering Unmasked Estep 
Score: -4677113.500000 Penalty: 3139.044678
	Iteration 25Q: 3 clusters Score -4677114 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 36473 members 
Entering Unmasked Estep 
Score: -4677162.000000 Penalty: 3139.044678
	Iteration 26Q: 3 clusters Score -4677162 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 36539 members 
Entering Unmasked Estep 
Score: -4677202.500000 Penalty: 3139.044678
	Iteration 27Q: 3 clusters Score -4677202 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 36595 members 
Entering Unmasked Estep 
Score: -4677223.000000 Penalty: 3139.044678
	Iteration 28Q: 3 clusters Score -4677223 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 36637 members 
Entering Unmasked Estep 
Score: -4677250.500000 Penalty: 3139.044678
	Iteration 29Q: 3 clusters Score -4677250 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 36674 members 
Entering Unmasked Estep 
Score: -4677276.500000 Penalty: 3139.044678
	Iteration 30Q: 3 clusters Score -4677276 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 36715 members 
Entering Unmasked Estep 
Score: -4677281.500000 Penalty: 3139.044678
	Iteration 31Q: 3 clusters Score -4677282 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 36740 members 
Entering Unmasked Estep 
Score: -4677297.500000 Penalty: 3139.044678
	Iteration 32Q: 3 clusters Score -4677298 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 36769 members 
Entering Unmasked Estep 
Score: -4677312.500000 Penalty: 3139.044678
	Iteration 33Q: 3 clusters Score -4677312 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 36797 members 
Entering Unmasked Estep 
Score: -4677329.000000 Penalty: 3139.044678
	Iteration 34Q: 3 clusters Score -4677329 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 36809 members 
Entering Unmasked Estep 
Score: -4677328.500000 Penalty: 3139.044678
	Iteration 35Q: 3 clusters Score -4677328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 36817 members 
Entering Unmasked Estep 
Score: -4677336.000000 Penalty: 3139.044678
	Iteration 36Q: 3 clusters Score -4677336 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 36830 members 
Entering Unmasked Estep 
Score: -4677339.500000 Penalty: 3139.044678
	Iteration 37Q: 3 clusters Score -4677340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 36840 members 
Entering Unmasked Estep 
Score: -4677349.500000 Penalty: 3139.044678
	Iteration 38Q: 3 clusters Score -4677350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 36852 members 
Entering Unmasked Estep 
Score: -4677355.000000 Penalty: 3139.044678
	Iteration 39Q: 3 clusters Score -4677355 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 36864 members 
Entering Unmasked Estep 
Score: -4677357.000000 Penalty: 3139.044678
	Iteration 40F: 3 clusters Score -4677357 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 36873 members 
Entering Unmasked Estep 
Score: -4677359.500000 Penalty: 3139.044678
	Iteration 41Q: 3 clusters Score -4677360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 36884 members 
Entering Unmasked Estep 
Score: -4677362.000000 Penalty: 3139.044678
	Iteration 42Q: 3 clusters Score -4677362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 36888 members 
Entering Unmasked Estep 
Score: -4677361.500000 Penalty: 3139.044678
	Iteration 43Q: 3 clusters Score -4677362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 36890 members 
Entering Unmasked Estep 
Score: -4677361.000000 Penalty: 3139.044678
	Iteration 44Q: 3 clusters Score -4677361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 36890 members 
Entering Unmasked Estep 
Score: -4677361.000000 Penalty: 3139.044678
	Iteration 45F: 3 clusters Score -4677361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (34746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34746 members 
Entering Unmasked Estep 
Score: -4366679.500000 Penalty: 1555.826050
	Iteration 0F: 2 clusters Score -4366680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -4344074.500000 Penalty: 3111.652100
	Iteration 0F: 3 clusters Score -4344074 nChanged 15881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -4352643.500000 Penalty: 3111.652100
	Iteration 1F: 3 clusters Score -4352644 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -4352958.500000 Penalty: 3111.652100
	Iteration 2Q: 3 clusters Score -4352958 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -4353239.000000 Penalty: 3111.652100
	Iteration 3Q: 3 clusters Score -4353239 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -4353502.000000 Penalty: 3111.652100
	Iteration 4Q: 3 clusters Score -4353502 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -4353727.000000 Penalty: 3111.652100
	Iteration 5Q: 3 clusters Score -4353727 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -4353929.000000 Penalty: 3111.652100
	Iteration 6Q: 3 clusters Score -4353929 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -4354146.500000 Penalty: 3111.652100
	Iteration 7Q: 3 clusters Score -4354146 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -4354384.500000 Penalty: 3111.652100
	Iteration 8Q: 3 clusters Score -4354384 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -4354607.000000 Penalty: 3111.652100
	Iteration 9Q: 3 clusters Score -4354607 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -4354810.500000 Penalty: 3111.652100
	Iteration 10Q: 3 clusters Score -4354810 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -4355069.500000 Penalty: 3111.652100
	Iteration 11Q: 3 clusters Score -4355070 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -4355333.000000 Penalty: 3111.652100
	Iteration 12Q: 3 clusters Score -4355333 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -4355610.000000 Penalty: 3111.652100
	Iteration 13Q: 3 clusters Score -4355610 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -4355967.500000 Penalty: 3111.652100
	Iteration 14Q: 3 clusters Score -4355968 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22705 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -4356401.000000 Penalty: 3111.652100
	Iteration 15Q: 3 clusters Score -4356401 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24005 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -4357099.000000 Penalty: 3111.652100
	Iteration 16Q: 3 clusters Score -4357099 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25578 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -4357973.000000 Penalty: 3111.652100
	Iteration 17Q: 3 clusters Score -4357973 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27384 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -4359191.500000 Penalty: 3111.652100
	Iteration 18F: 3 clusters Score -4359192 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29286 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -4360657.000000 Penalty: 3111.652100
	Iteration 19F: 3 clusters Score -4360657 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31089 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -4362199.500000 Penalty: 3111.652100
	Iteration 20F: 3 clusters Score -4362200 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32495 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -4363442.500000 Penalty: 3111.652100
	Iteration 21Q: 3 clusters Score -4363442 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33484 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -4364342.500000 Penalty: 3111.652100
	Iteration 22Q: 3 clusters Score -4364342 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34013 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -4364870.500000 Penalty: 3111.652100
	Iteration 23Q: 3 clusters Score -4364870 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34247 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -4365109.500000 Penalty: 3111.652100
	Iteration 24Q: 3 clusters Score -4365110 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34352 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -4365217.500000 Penalty: 3111.652100
	Iteration 25Q: 3 clusters Score -4365218 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34406 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -4365295.500000 Penalty: 3111.652100
	Iteration 26Q: 3 clusters Score -4365296 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34430 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -4365333.500000 Penalty: 3111.652100
	Iteration 27Q: 3 clusters Score -4365334 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34446 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -4365364.500000 Penalty: 3111.652100
	Iteration 28Q: 3 clusters Score -4365364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34453 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -4365368.500000 Penalty: 3111.652100
	Iteration 29Q: 3 clusters Score -4365368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34456 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -4365367.500000 Penalty: 3111.652100
	Iteration 30Q: 3 clusters Score -4365368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34458 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -4365378.000000 Penalty: 3111.652100
	Iteration 31Q: 3 clusters Score -4365378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34460 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -4365382.000000 Penalty: 3111.652100
	Iteration 32Q: 3 clusters Score -4365382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34463 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -4365383.500000 Penalty: 3111.652100
	Iteration 33Q: 3 clusters Score -4365384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34463 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -4365383.500000 Penalty: 3111.652100
	Iteration 34F: 3 clusters Score -4365384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (82002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82002 members 
Entering Unmasked Estep 
Score: -10396599.000000 Penalty: 1683.597412
	Iteration 0F: 2 clusters Score -1.03966e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41029 members 
Mstep: Class 2 contains 40973 members 
Entering Unmasked Estep 
Score: -10350114.000000 Penalty: 3367.194824
	Iteration 0F: 3 clusters Score -1.035011e+07 nChanged 38570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41573 members 
Mstep: Class 2 contains 40429 members 
Entering Unmasked Estep 
Score: -10372740.000000 Penalty: 3367.194824
	Iteration 1F: 3 clusters Score -1.037274e+07 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42150 members 
Mstep: Class 2 contains 39852 members 
Entering Unmasked Estep 
Score: -10373705.000000 Penalty: 3367.194824
	Iteration 2Q: 3 clusters Score -1.03737e+07 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42996 members 
Mstep: Class 2 contains 39006 members 
Entering Unmasked Estep 
Score: -10374981.000000 Penalty: 3367.194824
	Iteration 3Q: 3 clusters Score -1.037498e+07 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44134 members 
Mstep: Class 2 contains 37868 members 
Entering Unmasked Estep 
Score: -10376714.000000 Penalty: 3367.194824
	Iteration 4Q: 3 clusters Score -1.037671e+07 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45529 members 
Mstep: Class 2 contains 36473 members 
Entering Unmasked Estep 
Score: -10378850.000000 Penalty: 3367.194824
	Iteration 5F: 3 clusters Score -1.037885e+07 nChanged 4991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47070 members 
Mstep: Class 2 contains 34932 members 
Entering Unmasked Estep 
Score: -10381579.000000 Penalty: 3367.194824
	Iteration 6F: 3 clusters Score -1.038158e+07 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48455 members 
Mstep: Class 2 contains 33547 members 
Entering Unmasked Estep 
Score: -10384777.000000 Penalty: 3367.194824
	Iteration 7F: 3 clusters Score -1.038478e+07 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49390 members 
Mstep: Class 2 contains 32612 members 
Entering Unmasked Estep 
Score: -10388448.000000 Penalty: 3367.194824
	Iteration 8F: 3 clusters Score -1.038845e+07 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49696 members 
Mstep: Class 2 contains 32306 members 
Entering Unmasked Estep 
Score: -10391109.000000 Penalty: 3367.194824
	Iteration 9F: 3 clusters Score -1.039111e+07 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49654 members 
Mstep: Class 2 contains 32348 members 
Entering Unmasked Estep 
Score: -10392411.000000 Penalty: 3367.194824
	Iteration 10Q: 3 clusters Score -1.039241e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49586 members 
Mstep: Class 2 contains 32416 members 
Entering Unmasked Estep 
Score: -10392937.000000 Penalty: 3367.194824
	Iteration 11Q: 3 clusters Score -1.039294e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49544 members 
Mstep: Class 2 contains 32458 members 
Entering Unmasked Estep 
Score: -10393332.000000 Penalty: 3367.194824
	Iteration 12Q: 3 clusters Score -1.039333e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49543 members 
Mstep: Class 2 contains 32459 members 
Entering Unmasked Estep 
Score: -10393658.000000 Penalty: 3367.194824
	Iteration 13Q: 3 clusters Score -1.039366e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49559 members 
Mstep: Class 2 contains 32443 members 
Entering Unmasked Estep 
Score: -10393956.000000 Penalty: 3367.194824
	Iteration 14Q: 3 clusters Score -1.039396e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49566 members 
Mstep: Class 2 contains 32436 members 
Entering Unmasked Estep 
Score: -10394272.000000 Penalty: 3367.194824
	Iteration 15Q: 3 clusters Score -1.039427e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49562 members 
Mstep: Class 2 contains 32440 members 
Entering Unmasked Estep 
Score: -10394610.000000 Penalty: 3367.194824
	Iteration 16Q: 3 clusters Score -1.039461e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49622 members 
Mstep: Class 2 contains 32380 members 
Entering Unmasked Estep 
Score: -10394924.000000 Penalty: 3367.194824
	Iteration 17Q: 3 clusters Score -1.039492e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49734 members 
Mstep: Class 2 contains 32268 members 
Entering Unmasked Estep 
Score: -10395303.000000 Penalty: 3367.194824
	Iteration 18Q: 3 clusters Score -1.03953e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49844 members 
Mstep: Class 2 contains 32158 members 
Entering Unmasked Estep 
Score: -10395579.000000 Penalty: 3367.194824
	Iteration 19Q: 3 clusters Score -1.039558e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49963 members 
Mstep: Class 2 contains 32039 members 
Entering Unmasked Estep 
Score: -10395877.000000 Penalty: 3367.194824
	Iteration 20F: 3 clusters Score -1.039588e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50124 members 
Mstep: Class 2 contains 31878 members 
Entering Unmasked Estep 
Score: -10396169.000000 Penalty: 3367.194824
	Iteration 21Q: 3 clusters Score -1.039617e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50261 members 
Mstep: Class 2 contains 31741 members 
Entering Unmasked Estep 
Score: -10396395.000000 Penalty: 3367.194824
	Iteration 22Q: 3 clusters Score -1.03964e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50389 members 
Mstep: Class 2 contains 31613 members 
Entering Unmasked Estep 
Score: -10396595.000000 Penalty: 3367.194824
	Iteration 23Q: 3 clusters Score -1.03966e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50540 members 
Mstep: Class 2 contains 31462 members 
Entering Unmasked Estep 
Score: -10396805.000000 Penalty: 3367.194824
	Iteration 24Q: 3 clusters Score -1.03968e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50645 members 
Mstep: Class 2 contains 31357 members 
Entering Unmasked Estep 
Score: -10396910.000000 Penalty: 3367.194824
	Iteration 25Q: 3 clusters Score -1.039691e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50725 members 
Mstep: Class 2 contains 31277 members 
Entering Unmasked Estep 
Score: -10397041.000000 Penalty: 3367.194824
	Iteration 26Q: 3 clusters Score -1.039704e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50801 members 
Mstep: Class 2 contains 31201 members 
Entering Unmasked Estep 
Score: -10397082.000000 Penalty: 3367.194824
	Iteration 27Q: 3 clusters Score -1.039708e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50846 members 
Mstep: Class 2 contains 31156 members 
Entering Unmasked Estep 
Score: -10397179.000000 Penalty: 3367.194824
	Iteration 28Q: 3 clusters Score -1.039718e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50911 members 
Mstep: Class 2 contains 31091 members 
Entering Unmasked Estep 
Score: -10397231.000000 Penalty: 3367.194824
	Iteration 29Q: 3 clusters Score -1.039723e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50980 members 
Mstep: Class 2 contains 31022 members 
Entering Unmasked Estep 
Score: -10397276.000000 Penalty: 3367.194824
	Iteration 30Q: 3 clusters Score -1.039728e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51039 members 
Mstep: Class 2 contains 30963 members 
Entering Unmasked Estep 
Score: -10397333.000000 Penalty: 3367.194824
	Iteration 31Q: 3 clusters Score -1.039733e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51101 members 
Mstep: Class 2 contains 30901 members 
Entering Unmasked Estep 
Score: -10397373.000000 Penalty: 3367.194824
	Iteration 32Q: 3 clusters Score -1.039737e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51151 members 
Mstep: Class 2 contains 30851 members 
Entering Unmasked Estep 
Score: -10397438.000000 Penalty: 3367.194824
	Iteration 33Q: 3 clusters Score -1.039744e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51204 members 
Mstep: Class 2 contains 30798 members 
Entering Unmasked Estep 
Score: -10397492.000000 Penalty: 3367.194824
	Iteration 34Q: 3 clusters Score -1.039749e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51251 members 
Mstep: Class 2 contains 30751 members 
Entering Unmasked Estep 
Score: -10397458.000000 Penalty: 3367.194824
	Iteration 35Q: 3 clusters Score -1.039746e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51282 members 
Mstep: Class 2 contains 30720 members 
Entering Unmasked Estep 
Score: -10397461.000000 Penalty: 3367.194824
	Iteration 36Q: 3 clusters Score -1.039746e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51322 members 
Mstep: Class 2 contains 30680 members 
Entering Unmasked Estep 
Score: -10397425.000000 Penalty: 3367.194824
	Iteration 37Q: 3 clusters Score -1.039742e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51348 members 
Mstep: Class 2 contains 30654 members 
Entering Unmasked Estep 
Score: -10397442.000000 Penalty: 3367.194824
	Iteration 38Q: 3 clusters Score -1.039744e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51373 members 
Mstep: Class 2 contains 30629 members 
Entering Unmasked Estep 
Score: -10397467.000000 Penalty: 3367.194824
	Iteration 39Q: 3 clusters Score -1.039747e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51407 members 
Mstep: Class 2 contains 30595 members 
Entering Unmasked Estep 
Score: -10397456.000000 Penalty: 3367.194824
	Iteration 40F: 3 clusters Score -1.039746e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51434 members 
Mstep: Class 2 contains 30568 members 
Entering Unmasked Estep 
Score: -10397455.000000 Penalty: 3367.194824
	Iteration 41Q: 3 clusters Score -1.039746e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51452 members 
Mstep: Class 2 contains 30550 members 
Entering Unmasked Estep 
Score: -10397449.000000 Penalty: 3367.194824
	Iteration 42Q: 3 clusters Score -1.039745e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51473 members 
Mstep: Class 2 contains 30529 members 
Entering Unmasked Estep 
Score: -10397457.000000 Penalty: 3367.194824
	Iteration 43Q: 3 clusters Score -1.039746e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51491 members 
Mstep: Class 2 contains 30511 members 
Entering Unmasked Estep 
Score: -10397449.000000 Penalty: 3367.194824
	Iteration 44Q: 3 clusters Score -1.039745e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51512 members 
Mstep: Class 2 contains 30490 members 
Entering Unmasked Estep 
Score: -10397450.000000 Penalty: 3367.194824
	Iteration 45Q: 3 clusters Score -1.039745e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51524 members 
Mstep: Class 2 contains 30478 members 
Entering Unmasked Estep 
Score: -10397446.000000 Penalty: 3367.194824
	Iteration 46Q: 3 clusters Score -1.039745e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51537 members 
Mstep: Class 2 contains 30465 members 
Entering Unmasked Estep 
Score: -10397454.000000 Penalty: 3367.194824
	Iteration 47Q: 3 clusters Score -1.039745e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51541 members 
Mstep: Class 2 contains 30461 members 
Entering Unmasked Estep 
Score: -10397451.000000 Penalty: 3367.194824
	Iteration 48Q: 3 clusters Score -1.039745e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51548 members 
Mstep: Class 2 contains 30454 members 
Entering Unmasked Estep 
Score: -10397466.000000 Penalty: 3367.194824
	Iteration 49Q: 3 clusters Score -1.039747e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51552 members 
Mstep: Class 2 contains 30450 members 
Entering Unmasked Estep 
Score: -10397474.000000 Penalty: 3367.194824
	Iteration 50Q: 3 clusters Score -1.039747e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51558 members 
Mstep: Class 2 contains 30444 members 
Entering Unmasked Estep 
Score: -10397488.000000 Penalty: 3367.194824
	Iteration 51Q: 3 clusters Score -1.039749e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51562 members 
Mstep: Class 2 contains 30440 members 
Entering Unmasked Estep 
Score: -10397490.000000 Penalty: 3367.194824
	Iteration 52Q: 3 clusters Score -1.039749e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51557 members 
Mstep: Class 2 contains 30445 members 
Entering Unmasked Estep 
Score: -10397490.000000 Penalty: 3367.194824
	Iteration 53Q: 3 clusters Score -1.039749e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51559 members 
Mstep: Class 2 contains 30443 members 
Entering Unmasked Estep 
Score: -10397481.000000 Penalty: 3367.194824
	Iteration 54Q: 3 clusters Score -1.039748e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51564 members 
Mstep: Class 2 contains 30438 members 
Entering Unmasked Estep 
Score: -10397474.000000 Penalty: 3367.194824
	Iteration 55Q: 3 clusters Score -1.039747e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51569 members 
Mstep: Class 2 contains 30433 members 
Entering Unmasked Estep 
Score: -10397465.000000 Penalty: 3367.194824
	Iteration 56Q: 3 clusters Score -1.039746e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51569 members 
Mstep: Class 2 contains 30433 members 
Entering Unmasked Estep 
Score: -10397467.000000 Penalty: 3367.194824
	Iteration 57Q: 3 clusters Score -1.039747e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51575 members 
Mstep: Class 2 contains 30427 members 
Entering Unmasked Estep 
Score: -10397456.000000 Penalty: 3367.194824
	Iteration 58Q: 3 clusters Score -1.039746e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51575 members 
Mstep: Class 2 contains 30427 members 
Entering Unmasked Estep 
Score: -10397470.000000 Penalty: 3367.194824
	Iteration 59Q: 3 clusters Score -1.039747e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51576 members 
Mstep: Class 2 contains 30426 members 
Entering Unmasked Estep 
Score: -10397465.000000 Penalty: 3367.194824
	Iteration 60F: 3 clusters Score -1.039746e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51580 members 
Mstep: Class 2 contains 30422 members 
Entering Unmasked Estep 
Score: -10397465.000000 Penalty: 3367.194824
	Iteration 61Q: 3 clusters Score -1.039746e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51579 members 
Mstep: Class 2 contains 30423 members 
Entering Unmasked Estep 
Score: -10397463.000000 Penalty: 3367.194824
	Iteration 62Q: 3 clusters Score -1.039746e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51582 members 
Mstep: Class 2 contains 30420 members 
Entering Unmasked Estep 
Score: -10397472.000000 Penalty: 3367.194824
	Iteration 63Q: 3 clusters Score -1.039747e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51583 members 
Mstep: Class 2 contains 30419 members 
Entering Unmasked Estep 
Score: -10397465.000000 Penalty: 3367.194824
	Iteration 64Q: 3 clusters Score -1.039746e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51581 members 
Mstep: Class 2 contains 30421 members 
Entering Unmasked Estep 
Score: -10397460.000000 Penalty: 3367.194824
	Iteration 65Q: 3 clusters Score -1.039746e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51581 members 
Mstep: Class 2 contains 30421 members 
Entering Unmasked Estep 
Score: -10397460.000000 Penalty: 3367.194824
	Iteration 66F: 3 clusters Score -1.039746e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 6922 members 
Mstep: Class 3 contains 38096 members 
Mstep: Class 4 contains 34746 members 
Mstep: Class 5 contains 51581 members 
Mstep: Class 6 contains 23970 members 
Mstep: Class 7 contains 12655 members 
Mstep: Class 8 contains 9134 members 
Mstep: Class 9 contains 78811 members 
Mstep: Class 10 contains 866 members 
Mstep: Class 11 contains 1247 members 
Mstep: Class 12 contains 71777 members 
Mstep: Class 13 contains 35479 members 
Mstep: Class 14 contains 3270 members 
Mstep: Class 15 contains 5312 members 
Mstep: Class 16 contains 17395 members 
Mstep: Class 17 contains 10250 members 
Mstep: Class 18 contains 31964 members 
Mstep: Class 19 contains 64289 members 
Mstep: Class 20 contains 1848 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 8751 members 
Mstep: Class 23 contains 411 members 
Mstep: Class 24 contains 10091 members 
Mstep: Class 25 contains 7153 members 
Mstep: Class 26 contains 40859 members 
Mstep: Class 27 contains 22455 members 
Mstep: Class 28 contains 6730 members 
Mstep: Class 29 contains 4430 members 
Mstep: Class 30 contains 1051 members 
Mstep: Class 31 contains 10227 members 
Mstep: Class 32 contains 736 members 
Mstep: Class 33 contains 1140 members 
Mstep: Class 34 contains 30421 members 
Entering Unmasked Estep 
Score: -80970248.000000 Penalty: 67845.960938
Splitting cluster 5 changes total score from -80970256.000000 to -80970248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (23970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23970 members 
Entering Unmasked Estep 
Score: -2993163.750000 Penalty: 1500.582275
	Iteration 0F: 2 clusters Score -2993164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -2977520.750000 Penalty: 3001.164551
	Iteration 0F: 3 clusters Score -2977521 nChanged 10651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -2983290.750000 Penalty: 3001.164551
	Iteration 1F: 3 clusters Score -2983291 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -2983683.250000 Penalty: 3001.164551
	Iteration 2Q: 3 clusters Score -2983683 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -2983973.000000 Penalty: 3001.164551
	Iteration 3Q: 3 clusters Score -2983973 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -2984195.250000 Penalty: 3001.164551
	Iteration 4Q: 3 clusters Score -2984195 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -2984448.000000 Penalty: 3001.164551
	Iteration 5Q: 3 clusters Score -2984448 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -2984719.500000 Penalty: 3001.164551
	Iteration 6Q: 3 clusters Score -2984720 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -2984997.000000 Penalty: 3001.164551
	Iteration 7Q: 3 clusters Score -2984997 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -2985281.250000 Penalty: 3001.164551
	Iteration 8Q: 3 clusters Score -2985281 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -2985632.250000 Penalty: 3001.164551
	Iteration 9Q: 3 clusters Score -2985632 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -2986065.000000 Penalty: 3001.164551
	Iteration 10Q: 3 clusters Score -2986065 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -2986644.000000 Penalty: 3001.164551
	Iteration 11Q: 3 clusters Score -2986644 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -2987500.500000 Penalty: 3001.164551
	Iteration 12F: 3 clusters Score -2987500 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -2988491.000000 Penalty: 3001.164551
	Iteration 13F: 3 clusters Score -2988491 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -2989517.250000 Penalty: 3001.164551
	Iteration 14F: 3 clusters Score -2989517 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21802 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -2990400.250000 Penalty: 3001.164551
	Iteration 15Q: 3 clusters Score -2990400 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22516 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -2990999.000000 Penalty: 3001.164551
	Iteration 16Q: 3 clusters Score -2990999 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22936 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2991369.250000 Penalty: 3001.164551
	Iteration 17Q: 3 clusters Score -2991369 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23167 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2991616.750000 Penalty: 3001.164551
	Iteration 18Q: 3 clusters Score -2991617 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23298 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2991759.500000 Penalty: 3001.164551
	Iteration 19Q: 3 clusters Score -2991760 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23367 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2991850.000000 Penalty: 3001.164551
	Iteration 20F: 3 clusters Score -2991850 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23414 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2991906.000000 Penalty: 3001.164551
	Iteration 21Q: 3 clusters Score -2991906 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2991955.250000 Penalty: 3001.164551
	Iteration 22Q: 3 clusters Score -2991955 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23453 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2991989.250000 Penalty: 3001.164551
	Iteration 23Q: 3 clusters Score -2991989 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2992014.500000 Penalty: 3001.164551
	Iteration 24Q: 3 clusters Score -2992014 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23476 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2992028.750000 Penalty: 3001.164551
	Iteration 25Q: 3 clusters Score -2992029 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23480 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2992035.250000 Penalty: 3001.164551
	Iteration 26Q: 3 clusters Score -2992035 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23483 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2992046.500000 Penalty: 3001.164551
	Iteration 27Q: 3 clusters Score -2992046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23486 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2992053.000000 Penalty: 3001.164551
	Iteration 28Q: 3 clusters Score -2992053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2992057.000000 Penalty: 3001.164551
	Iteration 29Q: 3 clusters Score -2992057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23493 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2992059.000000 Penalty: 3001.164551
	Iteration 30Q: 3 clusters Score -2992059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23492 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2992066.000000 Penalty: 3001.164551
	Iteration 31Q: 3 clusters Score -2992066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23493 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2992065.750000 Penalty: 3001.164551
	Iteration 32Q: 3 clusters Score -2992066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23496 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2992067.000000 Penalty: 3001.164551
	Iteration 33Q: 3 clusters Score -2992067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23497 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2992068.250000 Penalty: 3001.164551
	Iteration 34Q: 3 clusters Score -2992068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23499 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2992068.000000 Penalty: 3001.164551
	Iteration 35Q: 3 clusters Score -2992068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23499 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2992073.000000 Penalty: 3001.164551
	Iteration 36Q: 3 clusters Score -2992073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23499 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2992073.000000 Penalty: 3001.164551
	Iteration 37F: 3 clusters Score -2992073 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Entering Unmasked Estep 
Score: -1543568.125000 Penalty: 1405.536133
	Iteration 0F: 2 clusters Score -1543568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1535128.625000 Penalty: 2811.072266
	Iteration 0F: 3 clusters Score -1535129 nChanged 5381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1538015.125000 Penalty: 2811.072266
	Iteration 1F: 3 clusters Score -1538015 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1538314.625000 Penalty: 2811.072266
	Iteration 2F: 3 clusters Score -1538315 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1538557.750000 Penalty: 2811.072266
	Iteration 3Q: 3 clusters Score -1538558 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1538811.000000 Penalty: 2811.072266
	Iteration 4Q: 3 clusters Score -1538811 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1539080.875000 Penalty: 2811.072266
	Iteration 5Q: 3 clusters Score -1539081 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1539378.375000 Penalty: 2811.072266
	Iteration 6Q: 3 clusters Score -1539378 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1539737.000000 Penalty: 2811.072266
	Iteration 7Q: 3 clusters Score -1539737 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1540125.375000 Penalty: 2811.072266
	Iteration 8Q: 3 clusters Score -1540125 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1540530.000000 Penalty: 2811.072266
	Iteration 9Q: 3 clusters Score -1540530 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1540941.375000 Penalty: 2811.072266
	Iteration 10Q: 3 clusters Score -1540941 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1541281.500000 Penalty: 2811.072266
	Iteration 11Q: 3 clusters Score -1541282 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1541547.000000 Penalty: 2811.072266
	Iteration 12Q: 3 clusters Score -1541547 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1541799.000000 Penalty: 2811.072266
	Iteration 13Q: 3 clusters Score -1541799 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1541977.000000 Penalty: 2811.072266
	Iteration 14Q: 3 clusters Score -1541977 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1542130.250000 Penalty: 2811.072266
	Iteration 15Q: 3 clusters Score -1542130 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1542265.750000 Penalty: 2811.072266
	Iteration 16Q: 3 clusters Score -1542266 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1542398.750000 Penalty: 2811.072266
	Iteration 17Q: 3 clusters Score -1542399 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1542493.750000 Penalty: 2811.072266
	Iteration 18Q: 3 clusters Score -1542494 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1542539.750000 Penalty: 2811.072266
	Iteration 19Q: 3 clusters Score -1542540 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1542569.125000 Penalty: 2811.072266
	Iteration 20F: 3 clusters Score -1542569 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1542592.750000 Penalty: 2811.072266
	Iteration 21Q: 3 clusters Score -1542593 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1542607.500000 Penalty: 2811.072266
	Iteration 22Q: 3 clusters Score -1542608 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1542614.750000 Penalty: 2811.072266
	Iteration 23Q: 3 clusters Score -1542615 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1542618.250000 Penalty: 2811.072266
	Iteration 24Q: 3 clusters Score -1542618 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1542623.375000 Penalty: 2811.072266
	Iteration 25Q: 3 clusters Score -1542623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1542626.625000 Penalty: 2811.072266
	Iteration 26Q: 3 clusters Score -1542627 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1542629.750000 Penalty: 2811.072266
	Iteration 27Q: 3 clusters Score -1542630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1542636.250000 Penalty: 2811.072266
	Iteration 28Q: 3 clusters Score -1542636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1542633.875000 Penalty: 2811.072266
	Iteration 29Q: 3 clusters Score -1542634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1542637.375000 Penalty: 2811.072266
	Iteration 30Q: 3 clusters Score -1542637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1542638.750000 Penalty: 2811.072266
	Iteration 31Q: 3 clusters Score -1542639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1542645.625000 Penalty: 2811.072266
	Iteration 32Q: 3 clusters Score -1542646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1542645.125000 Penalty: 2811.072266
	Iteration 33Q: 3 clusters Score -1542645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1542646.125000 Penalty: 2811.072266
	Iteration 34Q: 3 clusters Score -1542646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1542644.500000 Penalty: 2811.072266
	Iteration 35Q: 3 clusters Score -1542644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1542644.500000 Penalty: 2811.072266
	Iteration 36F: 3 clusters Score -1542644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Entering Unmasked Estep 
Score: -1097447.625000 Penalty: 1357.020142
	Iteration 0F: 2 clusters Score -1097448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1091269.000000 Penalty: 2714.040283
	Iteration 0F: 3 clusters Score -1091269 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1093312.500000 Penalty: 2714.040283
	Iteration 1F: 3 clusters Score -1093312 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1093706.250000 Penalty: 2714.040283
	Iteration 2F: 3 clusters Score -1093706 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1094008.750000 Penalty: 2714.040283
	Iteration 3F: 3 clusters Score -1094009 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1094291.625000 Penalty: 2714.040283
	Iteration 4F: 3 clusters Score -1094292 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1094550.125000 Penalty: 2714.040283
	Iteration 5Q: 3 clusters Score -1094550 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1094818.125000 Penalty: 2714.040283
	Iteration 6Q: 3 clusters Score -1094818 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1095063.875000 Penalty: 2714.040283
	Iteration 7Q: 3 clusters Score -1095064 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1095357.125000 Penalty: 2714.040283
	Iteration 8Q: 3 clusters Score -1095357 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1095644.000000 Penalty: 2714.040283
	Iteration 9Q: 3 clusters Score -1095644 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1095926.000000 Penalty: 2714.040283
	Iteration 10Q: 3 clusters Score -1095926 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1096162.625000 Penalty: 2714.040283
	Iteration 11Q: 3 clusters Score -1096163 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1096373.250000 Penalty: 2714.040283
	Iteration 12Q: 3 clusters Score -1096373 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1096522.000000 Penalty: 2714.040283
	Iteration 13Q: 3 clusters Score -1096522 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1096623.000000 Penalty: 2714.040283
	Iteration 14Q: 3 clusters Score -1096623 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1096703.125000 Penalty: 2714.040283
	Iteration 15Q: 3 clusters Score -1096703 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1096767.500000 Penalty: 2714.040283
	Iteration 16Q: 3 clusters Score -1096768 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1096804.000000 Penalty: 2714.040283
	Iteration 17Q: 3 clusters Score -1096804 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1096832.000000 Penalty: 2714.040283
	Iteration 18Q: 3 clusters Score -1096832 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1096845.125000 Penalty: 2714.040283
	Iteration 19Q: 3 clusters Score -1096845 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1096859.500000 Penalty: 2714.040283
	Iteration 20F: 3 clusters Score -1096860 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1096873.750000 Penalty: 2714.040283
	Iteration 21Q: 3 clusters Score -1096874 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1096885.250000 Penalty: 2714.040283
	Iteration 22Q: 3 clusters Score -1096885 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1096892.625000 Penalty: 2714.040283
	Iteration 23Q: 3 clusters Score -1096893 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1096894.250000 Penalty: 2714.040283
	Iteration 24Q: 3 clusters Score -1096894 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1096900.375000 Penalty: 2714.040283
	Iteration 25Q: 3 clusters Score -1096900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1096899.375000 Penalty: 2714.040283
	Iteration 26Q: 3 clusters Score -1096899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1096902.250000 Penalty: 2714.040283
	Iteration 27Q: 3 clusters Score -1096902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1096906.000000 Penalty: 2714.040283
	Iteration 28Q: 3 clusters Score -1096906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1096907.375000 Penalty: 2714.040283
	Iteration 29Q: 3 clusters Score -1096907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1096907.000000 Penalty: 2714.040283
	Iteration 30Q: 3 clusters Score -1096907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1096907.250000 Penalty: 2714.040283
	Iteration 31Q: 3 clusters Score -1096907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1096908.875000 Penalty: 2714.040283
	Iteration 32Q: 3 clusters Score -1096909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1096910.125000 Penalty: 2714.040283
	Iteration 33Q: 3 clusters Score -1096910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1096908.750000 Penalty: 2714.040283
	Iteration 34Q: 3 clusters Score -1096909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1096910.375000 Penalty: 2714.040283
	Iteration 35Q: 3 clusters Score -1096910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1096910.375000 Penalty: 2714.040283
	Iteration 36F: 3 clusters Score -1096910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (78811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78811 members 
Entering Unmasked Estep 
Score: -9896257.000000 Penalty: 1677.691406
	Iteration 0F: 2 clusters Score -9896257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39238 members 
Mstep: Class 2 contains 39573 members 
Entering Unmasked Estep 
Score: -9850849.000000 Penalty: 3355.382812
	Iteration 0F: 3 clusters Score -9850849 nChanged 36949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36763 members 
Mstep: Class 2 contains 42048 members 
Entering Unmasked Estep 
Score: -9872250.000000 Penalty: 3355.382812
	Iteration 1F: 3 clusters Score -9872250 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34778 members 
Mstep: Class 2 contains 44033 members 
Entering Unmasked Estep 
Score: -9873781.000000 Penalty: 3355.382812
	Iteration 2F: 3 clusters Score -9873781 nChanged 4805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31993 members 
Mstep: Class 2 contains 46818 members 
Entering Unmasked Estep 
Score: -9875896.000000 Penalty: 3355.382812
	Iteration 3F: 3 clusters Score -9875896 nChanged 5415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28598 members 
Mstep: Class 2 contains 50213 members 
Entering Unmasked Estep 
Score: -9878648.000000 Penalty: 3355.382812
	Iteration 4F: 3 clusters Score -9878648 nChanged 5694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25032 members 
Mstep: Class 2 contains 53779 members 
Entering Unmasked Estep 
Score: -9881792.000000 Penalty: 3355.382812
	Iteration 5F: 3 clusters Score -9881792 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 57111 members 
Entering Unmasked Estep 
Score: -9884501.000000 Penalty: 3355.382812
	Iteration 6F: 3 clusters Score -9884501 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 59905 members 
Entering Unmasked Estep 
Score: -9886504.000000 Penalty: 3355.382812
	Iteration 7F: 3 clusters Score -9886504 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 62459 members 
Entering Unmasked Estep 
Score: -9888019.000000 Penalty: 3355.382812
	Iteration 8Q: 3 clusters Score -9888019 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 64834 members 
Entering Unmasked Estep 
Score: -9889346.000000 Penalty: 3355.382812
	Iteration 9Q: 3 clusters Score -9889346 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 67074 members 
Entering Unmasked Estep 
Score: -9890543.000000 Penalty: 3355.382812
	Iteration 10Q: 3 clusters Score -9890543 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 69162 members 
Entering Unmasked Estep 
Score: -9891766.000000 Penalty: 3355.382812
	Iteration 11Q: 3 clusters Score -9891766 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 71139 members 
Entering Unmasked Estep 
Score: -9892862.000000 Penalty: 3355.382812
	Iteration 12Q: 3 clusters Score -9892862 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 72735 members 
Entering Unmasked Estep 
Score: -9893648.000000 Penalty: 3355.382812
	Iteration 13Q: 3 clusters Score -9893648 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 74033 members 
Entering Unmasked Estep 
Score: -9894111.000000 Penalty: 3355.382812
	Iteration 14Q: 3 clusters Score -9894111 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 75050 members 
Entering Unmasked Estep 
Score: -9894498.000000 Penalty: 3355.382812
	Iteration 15Q: 3 clusters Score -9894498 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 75883 members 
Entering Unmasked Estep 
Score: -9894790.000000 Penalty: 3355.382812
	Iteration 16Q: 3 clusters Score -9894790 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 76489 members 
Entering Unmasked Estep 
Score: -9895039.000000 Penalty: 3355.382812
	Iteration 17Q: 3 clusters Score -9895039 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 76901 members 
Entering Unmasked Estep 
Score: -9895161.000000 Penalty: 3355.382812
	Iteration 18Q: 3 clusters Score -9895161 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 77193 members 
Entering Unmasked Estep 
Score: -9895225.000000 Penalty: 3355.382812
	Iteration 19Q: 3 clusters Score -9895225 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 77403 members 
Entering Unmasked Estep 
Score: -9895230.000000 Penalty: 3355.382812
	Iteration 20F: 3 clusters Score -9895230 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 77548 members 
Entering Unmasked Estep 
Score: -9895316.000000 Penalty: 3355.382812
	Iteration 21Q: 3 clusters Score -9895316 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 77654 members 
Entering Unmasked Estep 
Score: -9895339.000000 Penalty: 3355.382812
	Iteration 22Q: 3 clusters Score -9895339 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 77725 members 
Entering Unmasked Estep 
Score: -9895362.000000 Penalty: 3355.382812
	Iteration 23Q: 3 clusters Score -9895362 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 77775 members 
Entering Unmasked Estep 
Score: -9895397.000000 Penalty: 3355.382812
	Iteration 24Q: 3 clusters Score -9895397 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 77818 members 
Entering Unmasked Estep 
Score: -9895410.000000 Penalty: 3355.382812
	Iteration 25Q: 3 clusters Score -9895410 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 77848 members 
Entering Unmasked Estep 
Score: -9895417.000000 Penalty: 3355.382812
	Iteration 26Q: 3 clusters Score -9895417 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 77874 members 
Entering Unmasked Estep 
Score: -9895439.000000 Penalty: 3355.382812
	Iteration 27Q: 3 clusters Score -9895439 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 77887 members 
Entering Unmasked Estep 
Score: -9895460.000000 Penalty: 3355.382812
	Iteration 28Q: 3 clusters Score -9895460 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 77903 members 
Entering Unmasked Estep 
Score: -9895468.000000 Penalty: 3355.382812
	Iteration 29Q: 3 clusters Score -9895468 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 77923 members 
Entering Unmasked Estep 
Score: -9895476.000000 Penalty: 3355.382812
	Iteration 30Q: 3 clusters Score -9895476 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 77938 members 
Entering Unmasked Estep 
Score: -9895481.000000 Penalty: 3355.382812
	Iteration 31Q: 3 clusters Score -9895481 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 77952 members 
Entering Unmasked Estep 
Score: -9895488.000000 Penalty: 3355.382812
	Iteration 32Q: 3 clusters Score -9895488 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 77962 members 
Entering Unmasked Estep 
Score: -9895515.000000 Penalty: 3355.382812
	Iteration 33Q: 3 clusters Score -9895515 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 77963 members 
Entering Unmasked Estep 
Score: -9895523.000000 Penalty: 3355.382812
	Iteration 34Q: 3 clusters Score -9895523 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 77962 members 
Entering Unmasked Estep 
Score: -9895518.000000 Penalty: 3355.382812
	Iteration 35Q: 3 clusters Score -9895518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 77962 members 
Entering Unmasked Estep 
Score: -9895522.000000 Penalty: 3355.382812
	Iteration 36Q: 3 clusters Score -9895522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 77969 members 
Entering Unmasked Estep 
Score: -9895529.000000 Penalty: 3355.382812
	Iteration 37Q: 3 clusters Score -9895529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 77970 members 
Entering Unmasked Estep 
Score: -9895522.000000 Penalty: 3355.382812
	Iteration 38Q: 3 clusters Score -9895522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 77975 members 
Entering Unmasked Estep 
Score: -9895531.000000 Penalty: 3355.382812
	Iteration 39Q: 3 clusters Score -9895531 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 77979 members 
Entering Unmasked Estep 
Score: -9895531.000000 Penalty: 3355.382812
	Iteration 40F: 3 clusters Score -9895531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 77984 members 
Entering Unmasked Estep 
Score: -9895527.000000 Penalty: 3355.382812
	Iteration 41Q: 3 clusters Score -9895527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 77988 members 
Entering Unmasked Estep 
Score: -9895534.000000 Penalty: 3355.382812
	Iteration 42Q: 3 clusters Score -9895534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 77991 members 
Entering Unmasked Estep 
Score: -9895531.000000 Penalty: 3355.382812
	Iteration 43Q: 3 clusters Score -9895531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 77993 members 
Entering Unmasked Estep 
Score: -9895525.000000 Penalty: 3355.382812
	Iteration 44Q: 3 clusters Score -9895525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 77997 members 
Entering Unmasked Estep 
Score: -9895513.000000 Penalty: 3355.382812
	Iteration 45Q: 3 clusters Score -9895513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 78000 members 
Entering Unmasked Estep 
Score: -9895534.000000 Penalty: 3355.382812
	Iteration 46Q: 3 clusters Score -9895534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 78003 members 
Entering Unmasked Estep 
Score: -9895537.000000 Penalty: 3355.382812
	Iteration 47Q: 3 clusters Score -9895537 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 78002 members 
Entering Unmasked Estep 
Score: -9895535.000000 Penalty: 3355.382812
	Iteration 48Q: 3 clusters Score -9895535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 78005 members 
Entering Unmasked Estep 
Score: -9895548.000000 Penalty: 3355.382812
	Iteration 49Q: 3 clusters Score -9895548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 78004 members 
Entering Unmasked Estep 
Score: -9895543.000000 Penalty: 3355.382812
	Iteration 50Q: 3 clusters Score -9895543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 78004 members 
Entering Unmasked Estep 
Score: -9895543.000000 Penalty: 3355.382812
	Iteration 51F: 3 clusters Score -9895543 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Entering Unmasked Estep 
Score: -79792.054688 Penalty: 1006.466125
	Iteration 0F: 2 clusters Score -79792.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -78728.445312 Penalty: 2012.932251
	Iteration 0F: 3 clusters Score -78728.45 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -79170.664062 Penalty: 2012.932251
	Iteration 1F: 3 clusters Score -79170.66 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -79650.757812 Penalty: 2012.932251
	Iteration 2F: 3 clusters Score -79650.76 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -80397.617188 Penalty: 2012.932251
	Iteration 3F: 3 clusters Score -80397.62 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -81251.023438 Penalty: 2012.932251
	Iteration 4F: 3 clusters Score -81251.02 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -81879.437500 Penalty: 2012.932251
	Iteration 5F: 3 clusters Score -81879.44 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -82592.523438 Penalty: 2012.932251
	Iteration 6F: 3 clusters Score -82592.52 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -83429.593750 Penalty: 2012.932251
	Iteration 7F: 3 clusters Score -83429.59 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -84283.531250 Penalty: 2012.932251
	Iteration 8Q: 3 clusters Score -84283.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -84833.117188 Penalty: 2012.932251
	Iteration 9Q: 3 clusters Score -84833.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -84924.859375 Penalty: 2012.932251
	Iteration 10Q: 3 clusters Score -84924.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -84973.812500 Penalty: 2012.932251
	Iteration 11Q: 3 clusters Score -84973.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -85017.015625 Penalty: 2012.932251
	Iteration 12Q: 3 clusters Score -85017.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -85048.210938 Penalty: 2012.932251
	Iteration 13Q: 3 clusters Score -85048.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -85110.250000 Penalty: 2012.932251
	Iteration 14Q: 3 clusters Score -85110.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -85112.859375 Penalty: 2012.932251
	Iteration 15F: 3 clusters Score -85112.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -85138.648438 Penalty: 2012.932251
	Iteration 16Q: 3 clusters Score -85138.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -85138.648438 Penalty: 2012.932251
	Iteration 17F: 3 clusters Score -85138.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 6922 members 
Mstep: Class 3 contains 38096 members 
Mstep: Class 4 contains 34746 members 
Mstep: Class 5 contains 82002 members 
Mstep: Class 6 contains 23970 members 
Mstep: Class 7 contains 12655 members 
Mstep: Class 8 contains 9134 members 
Mstep: Class 9 contains 78811 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 1247 members 
Mstep: Class 12 contains 71777 members 
Mstep: Class 13 contains 35479 members 
Mstep: Class 14 contains 3270 members 
Mstep: Class 15 contains 5312 members 
Mstep: Class 16 contains 17395 members 
Mstep: Class 17 contains 10250 members 
Mstep: Class 18 contains 31964 members 
Mstep: Class 19 contains 64289 members 
Mstep: Class 20 contains 1848 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 8751 members 
Mstep: Class 23 contains 411 members 
Mstep: Class 24 contains 10091 members 
Mstep: Class 25 contains 7153 members 
Mstep: Class 26 contains 40859 members 
Mstep: Class 27 contains 22455 members 
Mstep: Class 28 contains 6730 members 
Mstep: Class 29 contains 4430 members 
Mstep: Class 30 contains 1051 members 
Mstep: Class 31 contains 10227 members 
Mstep: Class 32 contains 736 members 
Mstep: Class 33 contains 1140 members 
Mstep: Class 34 contains 358 members 
Entering Unmasked Estep 
Score: -80974232.000000 Penalty: 67845.960938
Splitting cluster 10 changes total score from -80970256.000000 to -80974232.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 11 (1247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Entering Unmasked Estep 
Score: -146821.062500 Penalty: 1060.720215
	Iteration 0F: 2 clusters Score -146821.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -145372.000000 Penalty: 2121.440430
	Iteration 0F: 3 clusters Score -145372 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -145666.312500 Penalty: 2121.440430
	Iteration 1F: 3 clusters Score -145666.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -145759.812500 Penalty: 2121.440430
	Iteration 2F: 3 clusters Score -145759.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -145819.953125 Penalty: 2121.440430
	Iteration 3Q: 3 clusters Score -145820 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -145845.609375 Penalty: 2121.440430
	Iteration 4Q: 3 clusters Score -145845.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -145867.218750 Penalty: 2121.440430
	Iteration 5Q: 3 clusters Score -145867.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -145881.093750 Penalty: 2121.440430
	Iteration 6Q: 3 clusters Score -145881.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -145892.015625 Penalty: 2121.440430
	Iteration 7Q: 3 clusters Score -145892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -145896.734375 Penalty: 2121.440430
	Iteration 8Q: 3 clusters Score -145896.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -145900.625000 Penalty: 2121.440430
	Iteration 9Q: 3 clusters Score -145900.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -145902.750000 Penalty: 2121.440430
	Iteration 10Q: 3 clusters Score -145902.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -145905.109375 Penalty: 2121.440430
	Iteration 11Q: 3 clusters Score -145905.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -145906.546875 Penalty: 2121.440430
	Iteration 12Q: 3 clusters Score -145906.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -145907.656250 Penalty: 2121.440430
	Iteration 13Q: 3 clusters Score -145907.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -145908.125000 Penalty: 2121.440430
	Iteration 14Q: 3 clusters Score -145908.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -145908.125000 Penalty: 2121.440430
	Iteration 15F: 3 clusters Score -145908.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (71777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71777 members 
Entering Unmasked Estep 
Score: -9166345.000000 Penalty: 1663.780396
	Iteration 0F: 2 clusters Score -9166345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36008 members 
Mstep: Class 2 contains 35769 members 
Entering Unmasked Estep 
Score: -9122988.000000 Penalty: 3327.560791
	Iteration 0F: 3 clusters Score -9122988 nChanged 33477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37105 members 
Mstep: Class 2 contains 34672 members 
Entering Unmasked Estep 
Score: -9141753.000000 Penalty: 3327.560791
	Iteration 1F: 3 clusters Score -9141753 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37766 members 
Mstep: Class 2 contains 34011 members 
Entering Unmasked Estep 
Score: -9142416.000000 Penalty: 3327.560791
	Iteration 2Q: 3 clusters Score -9142416 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38723 members 
Mstep: Class 2 contains 33054 members 
Entering Unmasked Estep 
Score: -9143204.000000 Penalty: 3327.560791
	Iteration 3Q: 3 clusters Score -9143204 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40171 members 
Mstep: Class 2 contains 31606 members 
Entering Unmasked Estep 
Score: -9144124.000000 Penalty: 3327.560791
	Iteration 4Q: 3 clusters Score -9144124 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42262 members 
Mstep: Class 2 contains 29515 members 
Entering Unmasked Estep 
Score: -9145110.000000 Penalty: 3327.560791
	Iteration 5Q: 3 clusters Score -9145110 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45010 members 
Mstep: Class 2 contains 26767 members 
Entering Unmasked Estep 
Score: -9146695.000000 Penalty: 3327.560791
	Iteration 6F: 3 clusters Score -9146695 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48509 members 
Mstep: Class 2 contains 23268 members 
Entering Unmasked Estep 
Score: -9148715.000000 Penalty: 3327.560791
	Iteration 7F: 3 clusters Score -9148715 nChanged 4482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52515 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -9151092.000000 Penalty: 3327.560791
	Iteration 8F: 3 clusters Score -9151092 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56633 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -9153719.000000 Penalty: 3327.560791
	Iteration 9F: 3 clusters Score -9153719 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60534 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -9156441.000000 Penalty: 3327.560791
	Iteration 10F: 3 clusters Score -9156441 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64032 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -9159100.000000 Penalty: 3327.560791
	Iteration 11Q: 3 clusters Score -9159100 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66828 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -9161477.000000 Penalty: 3327.560791
	Iteration 12Q: 3 clusters Score -9161477 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68758 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -9163078.000000 Penalty: 3327.560791
	Iteration 13Q: 3 clusters Score -9163078 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69971 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -9164052.000000 Penalty: 3327.560791
	Iteration 14Q: 3 clusters Score -9164052 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70587 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -9164459.000000 Penalty: 3327.560791
	Iteration 15Q: 3 clusters Score -9164459 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70901 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -9164664.000000 Penalty: 3327.560791
	Iteration 16Q: 3 clusters Score -9164664 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71052 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -9164769.000000 Penalty: 3327.560791
	Iteration 17Q: 3 clusters Score -9164769 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71138 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -9164843.000000 Penalty: 3327.560791
	Iteration 18Q: 3 clusters Score -9164843 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71205 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -9164907.000000 Penalty: 3327.560791
	Iteration 19Q: 3 clusters Score -9164907 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71246 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -9164945.000000 Penalty: 3327.560791
	Iteration 20F: 3 clusters Score -9164945 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71268 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -9164956.000000 Penalty: 3327.560791
	Iteration 21Q: 3 clusters Score -9164956 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71293 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -9164965.000000 Penalty: 3327.560791
	Iteration 22Q: 3 clusters Score -9164965 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71309 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -9164979.000000 Penalty: 3327.560791
	Iteration 23Q: 3 clusters Score -9164979 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71328 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -9164996.000000 Penalty: 3327.560791
	Iteration 24Q: 3 clusters Score -9164996 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71335 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -9165022.000000 Penalty: 3327.560791
	Iteration 25Q: 3 clusters Score -9165022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71336 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -9165030.000000 Penalty: 3327.560791
	Iteration 26Q: 3 clusters Score -9165030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71344 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -9165047.000000 Penalty: 3327.560791
	Iteration 27Q: 3 clusters Score -9165047 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71348 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -9165061.000000 Penalty: 3327.560791
	Iteration 28Q: 3 clusters Score -9165061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71351 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -9165066.000000 Penalty: 3327.560791
	Iteration 29Q: 3 clusters Score -9165066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71352 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -9165063.000000 Penalty: 3327.560791
	Iteration 30Q: 3 clusters Score -9165063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71351 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -9165063.000000 Penalty: 3327.560791
	Iteration 31Q: 3 clusters Score -9165063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71352 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -9165065.000000 Penalty: 3327.560791
	Iteration 32Q: 3 clusters Score -9165065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71354 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -9165067.000000 Penalty: 3327.560791
	Iteration 33Q: 3 clusters Score -9165067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71356 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -9165063.000000 Penalty: 3327.560791
	Iteration 34Q: 3 clusters Score -9165063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71358 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -9165062.000000 Penalty: 3327.560791
	Iteration 35Q: 3 clusters Score -9165062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71358 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -9165065.000000 Penalty: 3327.560791
	Iteration 36Q: 3 clusters Score -9165065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71358 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -9165077.000000 Penalty: 3327.560791
	Iteration 37Q: 3 clusters Score -9165077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71358 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -9165077.000000 Penalty: 3327.560791
	Iteration 38F: 3 clusters Score -9165077 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (35479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35479 members 
Entering Unmasked Estep 
Score: -4486076.500000 Penalty: 1558.932373
	Iteration 0F: 2 clusters Score -4486076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -4462894.000000 Penalty: 3117.864746
	Iteration 0F: 3 clusters Score -4462894 nChanged 16259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
Score: -4471717.500000 Penalty: 3117.864746
	Iteration 1F: 3 clusters Score -4471718 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -4472244.000000 Penalty: 3117.864746
	Iteration 2Q: 3 clusters Score -4472244 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -4472816.000000 Penalty: 3117.864746
	Iteration 3Q: 3 clusters Score -4472816 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -4473539.000000 Penalty: 3117.864746
	Iteration 4Q: 3 clusters Score -4473539 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 22961 members 
Entering Unmasked Estep 
Score: -4474544.000000 Penalty: 3117.864746
	Iteration 5F: 3 clusters Score -4474544 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 25059 members 
Entering Unmasked Estep 
Score: -4475959.500000 Penalty: 3117.864746
	Iteration 6F: 3 clusters Score -4475960 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 27454 members 
Entering Unmasked Estep 
Score: -4477784.000000 Penalty: 3117.864746
	Iteration 7F: 3 clusters Score -4477784 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 29916 members 
Entering Unmasked Estep 
Score: -4479821.000000 Penalty: 3117.864746
	Iteration 8F: 3 clusters Score -4479821 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 32010 members 
Entering Unmasked Estep 
Score: -4481708.500000 Penalty: 3117.864746
	Iteration 9F: 3 clusters Score -4481708 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 33520 members 
Entering Unmasked Estep 
Score: -4483092.000000 Penalty: 3117.864746
	Iteration 10Q: 3 clusters Score -4483092 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 34430 members 
Entering Unmasked Estep 
Score: -4483917.000000 Penalty: 3117.864746
	Iteration 11Q: 3 clusters Score -4483917 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 34879 members 
Entering Unmasked Estep 
Score: -4484372.000000 Penalty: 3117.864746
	Iteration 12Q: 3 clusters Score -4484372 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 35073 members 
Entering Unmasked Estep 
Score: -4484588.500000 Penalty: 3117.864746
	Iteration 13Q: 3 clusters Score -4484588 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 35164 members 
Entering Unmasked Estep 
Score: -4484712.000000 Penalty: 3117.864746
	Iteration 14Q: 3 clusters Score -4484712 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 35200 members 
Entering Unmasked Estep 
Score: -4484779.500000 Penalty: 3117.864746
	Iteration 15Q: 3 clusters Score -4484780 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 35212 members 
Entering Unmasked Estep 
Score: -4484813.000000 Penalty: 3117.864746
	Iteration 16Q: 3 clusters Score -4484813 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 35222 members 
Entering Unmasked Estep 
Score: -4484833.000000 Penalty: 3117.864746
	Iteration 17Q: 3 clusters Score -4484833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 35226 members 
Entering Unmasked Estep 
Score: -4484841.000000 Penalty: 3117.864746
	Iteration 18Q: 3 clusters Score -4484841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 35228 members 
Entering Unmasked Estep 
Score: -4484842.000000 Penalty: 3117.864746
	Iteration 19Q: 3 clusters Score -4484842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 35228 members 
Entering Unmasked Estep 
Score: -4484848.000000 Penalty: 3117.864746
	Iteration 20F: 3 clusters Score -4484848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 35230 members 
Entering Unmasked Estep 
Score: -4484849.500000 Penalty: 3117.864746
	Iteration 21Q: 3 clusters Score -4484850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 35229 members 
Entering Unmasked Estep 
Score: -4484852.000000 Penalty: 3117.864746
	Iteration 22Q: 3 clusters Score -4484852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 35229 members 
Entering Unmasked Estep 
Score: -4484852.000000 Penalty: 3117.864746
	Iteration 23F: 3 clusters Score -4484852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Entering Unmasked Estep 
Score: -381264.593750 Penalty: 1204.170776
	Iteration 0F: 2 clusters Score -381264.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -378618.437500 Penalty: 2408.341553
	Iteration 0F: 3 clusters Score -378618.4 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -379393.656250 Penalty: 2408.341553
	Iteration 1F: 3 clusters Score -379393.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -379653.593750 Penalty: 2408.341553
	Iteration 2F: 3 clusters Score -379653.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -379814.593750 Penalty: 2408.341553
	Iteration 3F: 3 clusters Score -379814.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -379965.312500 Penalty: 2408.341553
	Iteration 4Q: 3 clusters Score -379965.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -380123.156250 Penalty: 2408.341553
	Iteration 5Q: 3 clusters Score -380123.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -380274.156250 Penalty: 2408.341553
	Iteration 6Q: 3 clusters Score -380274.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -380388.375000 Penalty: 2408.341553
	Iteration 7Q: 3 clusters Score -380388.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -380515.906250 Penalty: 2408.341553
	Iteration 8Q: 3 clusters Score -380515.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -380627.218750 Penalty: 2408.341553
	Iteration 9Q: 3 clusters Score -380627.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -380744.718750 Penalty: 2408.341553
	Iteration 10Q: 3 clusters Score -380744.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -380847.843750 Penalty: 2408.341553
	Iteration 11Q: 3 clusters Score -380847.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -380937.187500 Penalty: 2408.341553
	Iteration 12Q: 3 clusters Score -380937.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -381007.343750 Penalty: 2408.341553
	Iteration 13Q: 3 clusters Score -381007.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -381052.250000 Penalty: 2408.341553
	Iteration 14Q: 3 clusters Score -381052.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -381077.437500 Penalty: 2408.341553
	Iteration 15Q: 3 clusters Score -381077.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -381092.500000 Penalty: 2408.341553
	Iteration 16Q: 3 clusters Score -381092.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -381103.843750 Penalty: 2408.341553
	Iteration 17Q: 3 clusters Score -381103.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -381116.281250 Penalty: 2408.341553
	Iteration 18Q: 3 clusters Score -381116.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -381128.375000 Penalty: 2408.341553
	Iteration 19Q: 3 clusters Score -381128.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -381134.500000 Penalty: 2408.341553
	Iteration 20F: 3 clusters Score -381134.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -381137.843750 Penalty: 2408.341553
	Iteration 21Q: 3 clusters Score -381137.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -381141.718750 Penalty: 2408.341553
	Iteration 22Q: 3 clusters Score -381141.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -381147.000000 Penalty: 2408.341553
	Iteration 23Q: 3 clusters Score -381147 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -381153.750000 Penalty: 2408.341553
	Iteration 24Q: 3 clusters Score -381153.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -381157.625000 Penalty: 2408.341553
	Iteration 25Q: 3 clusters Score -381157.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -381160.562500 Penalty: 2408.341553
	Iteration 26Q: 3 clusters Score -381160.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -381163.187500 Penalty: 2408.341553
	Iteration 27Q: 3 clusters Score -381163.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -381163.281250 Penalty: 2408.341553
	Iteration 28Q: 3 clusters Score -381163.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -381163.906250 Penalty: 2408.341553
	Iteration 29Q: 3 clusters Score -381163.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -381164.406250 Penalty: 2408.341553
	Iteration 30Q: 3 clusters Score -381164.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -381165.406250 Penalty: 2408.341553
	Iteration 31Q: 3 clusters Score -381165.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -381165.531250 Penalty: 2408.341553
	Iteration 32Q: 3 clusters Score -381165.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -381166.031250 Penalty: 2408.341553
	Iteration 33Q: 3 clusters Score -381166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -381167.281250 Penalty: 2408.341553
	Iteration 34Q: 3 clusters Score -381167.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -381167.250000 Penalty: 2408.341553
	Iteration 35Q: 3 clusters Score -381167.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -381167.250000 Penalty: 2408.341553
	Iteration 36F: 3 clusters Score -381167.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Entering Unmasked Estep 
Score: -638881.187500 Penalty: 1276.365234
	Iteration 0F: 2 clusters Score -638881.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -635042.562500 Penalty: 2552.730469
	Iteration 0F: 3 clusters Score -635042.6 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -636234.312500 Penalty: 2552.730469
	Iteration 1F: 3 clusters Score -636234.3 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -636444.875000 Penalty: 2552.730469
	Iteration 2F: 3 clusters Score -636444.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -636564.125000 Penalty: 2552.730469
	Iteration 3Q: 3 clusters Score -636564.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -636647.125000 Penalty: 2552.730469
	Iteration 4Q: 3 clusters Score -636647.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -636703.812500 Penalty: 2552.730469
	Iteration 5Q: 3 clusters Score -636703.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -636750.937500 Penalty: 2552.730469
	Iteration 6Q: 3 clusters Score -636750.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -636792.625000 Penalty: 2552.730469
	Iteration 7Q: 3 clusters Score -636792.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -636828.125000 Penalty: 2552.730469
	Iteration 8Q: 3 clusters Score -636828.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -636864.625000 Penalty: 2552.730469
	Iteration 9Q: 3 clusters Score -636864.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -636898.500000 Penalty: 2552.730469
	Iteration 10Q: 3 clusters Score -636898.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -636934.625000 Penalty: 2552.730469
	Iteration 11Q: 3 clusters Score -636934.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -636977.375000 Penalty: 2552.730469
	Iteration 12Q: 3 clusters Score -636977.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -637029.625000 Penalty: 2552.730469
	Iteration 13Q: 3 clusters Score -637029.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -637074.375000 Penalty: 2552.730469
	Iteration 14Q: 3 clusters Score -637074.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -637115.937500 Penalty: 2552.730469
	Iteration 15Q: 3 clusters Score -637115.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -637151.687500 Penalty: 2552.730469
	Iteration 16Q: 3 clusters Score -637151.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -637195.500000 Penalty: 2552.730469
	Iteration 17Q: 3 clusters Score -637195.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -637237.750000 Penalty: 2552.730469
	Iteration 18Q: 3 clusters Score -637237.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -637269.375000 Penalty: 2552.730469
	Iteration 19Q: 3 clusters Score -637269.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -637314.187500 Penalty: 2552.730469
	Iteration 20F: 3 clusters Score -637314.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -637351.312500 Penalty: 2552.730469
	Iteration 21Q: 3 clusters Score -637351.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -637386.125000 Penalty: 2552.730469
	Iteration 22Q: 3 clusters Score -637386.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -637413.812500 Penalty: 2552.730469
	Iteration 23Q: 3 clusters Score -637413.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -637439.562500 Penalty: 2552.730469
	Iteration 24Q: 3 clusters Score -637439.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -637454.625000 Penalty: 2552.730469
	Iteration 25Q: 3 clusters Score -637454.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -637472.062500 Penalty: 2552.730469
	Iteration 26Q: 3 clusters Score -637472.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -637491.062500 Penalty: 2552.730469
	Iteration 27Q: 3 clusters Score -637491.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -637502.312500 Penalty: 2552.730469
	Iteration 28Q: 3 clusters Score -637502.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -637519.875000 Penalty: 2552.730469
	Iteration 29Q: 3 clusters Score -637519.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -637537.875000 Penalty: 2552.730469
	Iteration 30Q: 3 clusters Score -637537.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -637552.562500 Penalty: 2552.730469
	Iteration 31Q: 3 clusters Score -637552.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -637565.875000 Penalty: 2552.730469
	Iteration 32Q: 3 clusters Score -637565.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -637578.187500 Penalty: 2552.730469
	Iteration 33Q: 3 clusters Score -637578.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -637596.375000 Penalty: 2552.730469
	Iteration 34Q: 3 clusters Score -637596.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -637610.875000 Penalty: 2552.730469
	Iteration 35Q: 3 clusters Score -637610.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -637627.187500 Penalty: 2552.730469
	Iteration 36Q: 3 clusters Score -637627.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -637642.187500 Penalty: 2552.730469
	Iteration 37Q: 3 clusters Score -637642.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -637659.437500 Penalty: 2552.730469
	Iteration 38Q: 3 clusters Score -637659.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -637682.187500 Penalty: 2552.730469
	Iteration 39Q: 3 clusters Score -637682.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -637698.125000 Penalty: 2552.730469
	Iteration 40F: 3 clusters Score -637698.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -637715.937500 Penalty: 2552.730469
	Iteration 41Q: 3 clusters Score -637715.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -637724.500000 Penalty: 2552.730469
	Iteration 42Q: 3 clusters Score -637724.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -637737.125000 Penalty: 2552.730469
	Iteration 43Q: 3 clusters Score -637737.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -637745.312500 Penalty: 2552.730469
	Iteration 44Q: 3 clusters Score -637745.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -637760.250000 Penalty: 2552.730469
	Iteration 45Q: 3 clusters Score -637760.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -637775.187500 Penalty: 2552.730469
	Iteration 46Q: 3 clusters Score -637775.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -637787.125000 Penalty: 2552.730469
	Iteration 47Q: 3 clusters Score -637787.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -637799.500000 Penalty: 2552.730469
	Iteration 48Q: 3 clusters Score -637799.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -637809.375000 Penalty: 2552.730469
	Iteration 49Q: 3 clusters Score -637809.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -637820.687500 Penalty: 2552.730469
	Iteration 50Q: 3 clusters Score -637820.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -637830.250000 Penalty: 2552.730469
	Iteration 51Q: 3 clusters Score -637830.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -637843.312500 Penalty: 2552.730469
	Iteration 52Q: 3 clusters Score -637843.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -637851.062500 Penalty: 2552.730469
	Iteration 53Q: 3 clusters Score -637851.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -637859.125000 Penalty: 2552.730469
	Iteration 54Q: 3 clusters Score -637859.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -637865.125000 Penalty: 2552.730469
	Iteration 55Q: 3 clusters Score -637865.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -637871.625000 Penalty: 2552.730469
	Iteration 56Q: 3 clusters Score -637871.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -637875.187500 Penalty: 2552.730469
	Iteration 57Q: 3 clusters Score -637875.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -637876.937500 Penalty: 2552.730469
	Iteration 58Q: 3 clusters Score -637876.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -637878.312500 Penalty: 2552.730469
	Iteration 59Q: 3 clusters Score -637878.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -637878.875000 Penalty: 2552.730469
	Iteration 60F: 3 clusters Score -637878.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -637881.750000 Penalty: 2552.730469
	Iteration 61Q: 3 clusters Score -637881.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -637884.812500 Penalty: 2552.730469
	Iteration 62Q: 3 clusters Score -637884.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -637886.000000 Penalty: 2552.730469
	Iteration 63Q: 3 clusters Score -637886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -637888.375000 Penalty: 2552.730469
	Iteration 64Q: 3 clusters Score -637888.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -637887.687500 Penalty: 2552.730469
	Iteration 65Q: 3 clusters Score -637887.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -637890.000000 Penalty: 2552.730469
	Iteration 66Q: 3 clusters Score -637890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -637893.500000 Penalty: 2552.730469
	Iteration 67Q: 3 clusters Score -637893.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -637895.312500 Penalty: 2552.730469
	Iteration 68Q: 3 clusters Score -637895.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -637898.250000 Penalty: 2552.730469
	Iteration 69Q: 3 clusters Score -637898.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -637899.937500 Penalty: 2552.730469
	Iteration 70Q: 3 clusters Score -637899.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -637903.437500 Penalty: 2552.730469
	Iteration 71Q: 3 clusters Score -637903.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -637904.437500 Penalty: 2552.730469
	Iteration 72Q: 3 clusters Score -637904.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -637907.500000 Penalty: 2552.730469
	Iteration 73Q: 3 clusters Score -637907.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -637910.250000 Penalty: 2552.730469
	Iteration 74Q: 3 clusters Score -637910.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -637913.250000 Penalty: 2552.730469
	Iteration 75Q: 3 clusters Score -637913.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -637916.812500 Penalty: 2552.730469
	Iteration 76Q: 3 clusters Score -637916.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -637919.187500 Penalty: 2552.730469
	Iteration 77Q: 3 clusters Score -637919.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -637921.375000 Penalty: 2552.730469
	Iteration 78Q: 3 clusters Score -637921.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -637923.625000 Penalty: 2552.730469
	Iteration 79Q: 3 clusters Score -637923.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -637925.562500 Penalty: 2552.730469
	Iteration 80F: 3 clusters Score -637925.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -637928.125000 Penalty: 2552.730469
	Iteration 81Q: 3 clusters Score -637928.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -637931.562500 Penalty: 2552.730469
	Iteration 82Q: 3 clusters Score -637931.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -637934.937500 Penalty: 2552.730469
	Iteration 83Q: 3 clusters Score -637934.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -637934.937500 Penalty: 2552.730469
	Iteration 84Q: 3 clusters Score -637934.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -637937.625000 Penalty: 2552.730469
	Iteration 85Q: 3 clusters Score -637937.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -637940.625000 Penalty: 2552.730469
	Iteration 86Q: 3 clusters Score -637940.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -637943.000000 Penalty: 2552.730469
	Iteration 87Q: 3 clusters Score -637943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -637944.625000 Penalty: 2552.730469
	Iteration 88Q: 3 clusters Score -637944.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -637946.812500 Penalty: 2552.730469
	Iteration 89Q: 3 clusters Score -637946.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -637950.062500 Penalty: 2552.730469
	Iteration 90Q: 3 clusters Score -637950.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -637954.937500 Penalty: 2552.730469
	Iteration 91Q: 3 clusters Score -637954.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -637960.000000 Penalty: 2552.730469
	Iteration 92Q: 3 clusters Score -637960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -637962.812500 Penalty: 2552.730469
	Iteration 93Q: 3 clusters Score -637962.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -637965.812500 Penalty: 2552.730469
	Iteration 94Q: 3 clusters Score -637965.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -637972.812500 Penalty: 2552.730469
	Iteration 95Q: 3 clusters Score -637972.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -637976.187500 Penalty: 2552.730469
	Iteration 96Q: 3 clusters Score -637976.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -637980.812500 Penalty: 2552.730469
	Iteration 97Q: 3 clusters Score -637980.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -637984.000000 Penalty: 2552.730469
	Iteration 98Q: 3 clusters Score -637984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -637988.750000 Penalty: 2552.730469
	Iteration 99Q: 3 clusters Score -637988.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -637994.375000 Penalty: 2552.730469
	Iteration 100F: 3 clusters Score -637994.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -638001.125000 Penalty: 2552.730469
	Iteration 101Q: 3 clusters Score -638001.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -638006.562500 Penalty: 2552.730469
	Iteration 102Q: 3 clusters Score -638006.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -638010.250000 Penalty: 2552.730469
	Iteration 103Q: 3 clusters Score -638010.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -638013.500000 Penalty: 2552.730469
	Iteration 104Q: 3 clusters Score -638013.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -638017.312500 Penalty: 2552.730469
	Iteration 105Q: 3 clusters Score -638017.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -638020.062500 Penalty: 2552.730469
	Iteration 106Q: 3 clusters Score -638020.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -638020.812500 Penalty: 2552.730469
	Iteration 107Q: 3 clusters Score -638020.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -638021.937500 Penalty: 2552.730469
	Iteration 108Q: 3 clusters Score -638021.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -638021.687500 Penalty: 2552.730469
	Iteration 109Q: 3 clusters Score -638021.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -638020.812500 Penalty: 2552.730469
	Iteration 110Q: 3 clusters Score -638020.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -638020.812500 Penalty: 2552.730469
	Iteration 111F: 3 clusters Score -638020.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Entering Unmasked Estep 
Score: -2194627.250000 Penalty: 1452.874023
	Iteration 0F: 2 clusters Score -2194627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -2183155.250000 Penalty: 2905.748047
	Iteration 0F: 3 clusters Score -2183155 nChanged 7641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -2187199.000000 Penalty: 2905.748047
	Iteration 1F: 3 clusters Score -2187199 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -2187567.500000 Penalty: 2905.748047
	Iteration 2F: 3 clusters Score -2187568 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -2187842.000000 Penalty: 2905.748047
	Iteration 3Q: 3 clusters Score -2187842 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -2188079.500000 Penalty: 2905.748047
	Iteration 4Q: 3 clusters Score -2188080 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -2188284.000000 Penalty: 2905.748047
	Iteration 5Q: 3 clusters Score -2188284 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -2188527.000000 Penalty: 2905.748047
	Iteration 6Q: 3 clusters Score -2188527 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -2188769.250000 Penalty: 2905.748047
	Iteration 7Q: 3 clusters Score -2188769 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -2189050.250000 Penalty: 2905.748047
	Iteration 8Q: 3 clusters Score -2189050 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -2189411.750000 Penalty: 2905.748047
	Iteration 9Q: 3 clusters Score -2189412 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -2189886.000000 Penalty: 2905.748047
	Iteration 10Q: 3 clusters Score -2189886 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -2190459.000000 Penalty: 2905.748047
	Iteration 11F: 3 clusters Score -2190459 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -2191157.250000 Penalty: 2905.748047
	Iteration 12F: 3 clusters Score -2191157 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -2191816.750000 Penalty: 2905.748047
	Iteration 13Q: 3 clusters Score -2191817 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -2192361.000000 Penalty: 2905.748047
	Iteration 14Q: 3 clusters Score -2192361 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -2192756.000000 Penalty: 2905.748047
	Iteration 15Q: 3 clusters Score -2192756 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -2192994.000000 Penalty: 2905.748047
	Iteration 16Q: 3 clusters Score -2192994 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -2193149.500000 Penalty: 2905.748047
	Iteration 17Q: 3 clusters Score -2193150 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -2193265.750000 Penalty: 2905.748047
	Iteration 18Q: 3 clusters Score -2193266 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -2193322.000000 Penalty: 2905.748047
	Iteration 19Q: 3 clusters Score -2193322 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -2193379.500000 Penalty: 2905.748047
	Iteration 20F: 3 clusters Score -2193380 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -2193413.000000 Penalty: 2905.748047
	Iteration 21Q: 3 clusters Score -2193413 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -2193441.250000 Penalty: 2905.748047
	Iteration 22Q: 3 clusters Score -2193441 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -2193456.000000 Penalty: 2905.748047
	Iteration 23Q: 3 clusters Score -2193456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -2193464.500000 Penalty: 2905.748047
	Iteration 24Q: 3 clusters Score -2193464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -2193467.750000 Penalty: 2905.748047
	Iteration 25Q: 3 clusters Score -2193468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -2193467.500000 Penalty: 2905.748047
	Iteration 26Q: 3 clusters Score -2193468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -2193471.250000 Penalty: 2905.748047
	Iteration 27Q: 3 clusters Score -2193471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -2193475.750000 Penalty: 2905.748047
	Iteration 28Q: 3 clusters Score -2193476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -2193476.750000 Penalty: 2905.748047
	Iteration 29Q: 3 clusters Score -2193477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -2193476.750000 Penalty: 2905.748047
	Iteration 30F: 3 clusters Score -2193477 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Entering Unmasked Estep 
Score: -1229323.375000 Penalty: 1374.172974
	Iteration 0F: 2 clusters Score -1229323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1222472.000000 Penalty: 2748.345947
	Iteration 0F: 3 clusters Score -1222472 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1224753.750000 Penalty: 2748.345947
	Iteration 1F: 3 clusters Score -1224754 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1225074.625000 Penalty: 2748.345947
	Iteration 2F: 3 clusters Score -1225075 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1225373.000000 Penalty: 2748.345947
	Iteration 3F: 3 clusters Score -1225373 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1225712.500000 Penalty: 2748.345947
	Iteration 4F: 3 clusters Score -1225712 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1226102.250000 Penalty: 2748.345947
	Iteration 5F: 3 clusters Score -1226102 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1226511.625000 Penalty: 2748.345947
	Iteration 6F: 3 clusters Score -1226512 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1226915.375000 Penalty: 2748.345947
	Iteration 7F: 3 clusters Score -1226915 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1227295.625000 Penalty: 2748.345947
	Iteration 8F: 3 clusters Score -1227296 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1227624.500000 Penalty: 2748.345947
	Iteration 9Q: 3 clusters Score -1227624 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1227942.375000 Penalty: 2748.345947
	Iteration 10Q: 3 clusters Score -1227942 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1228216.250000 Penalty: 2748.345947
	Iteration 11Q: 3 clusters Score -1228216 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1228407.875000 Penalty: 2748.345947
	Iteration 12Q: 3 clusters Score -1228408 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1228570.125000 Penalty: 2748.345947
	Iteration 13Q: 3 clusters Score -1228570 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1228689.000000 Penalty: 2748.345947
	Iteration 14Q: 3 clusters Score -1228689 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1228771.750000 Penalty: 2748.345947
	Iteration 15Q: 3 clusters Score -1228772 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1228822.625000 Penalty: 2748.345947
	Iteration 16Q: 3 clusters Score -1228823 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1228861.375000 Penalty: 2748.345947
	Iteration 17Q: 3 clusters Score -1228861 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1228878.375000 Penalty: 2748.345947
	Iteration 18Q: 3 clusters Score -1228878 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1228891.750000 Penalty: 2748.345947
	Iteration 19Q: 3 clusters Score -1228892 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1228907.500000 Penalty: 2748.345947
	Iteration 20F: 3 clusters Score -1228908 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1228916.375000 Penalty: 2748.345947
	Iteration 21Q: 3 clusters Score -1228916 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1228919.375000 Penalty: 2748.345947
	Iteration 22Q: 3 clusters Score -1228919 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1228925.000000 Penalty: 2748.345947
	Iteration 23Q: 3 clusters Score -1228925 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1228929.125000 Penalty: 2748.345947
	Iteration 24Q: 3 clusters Score -1228929 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1228937.875000 Penalty: 2748.345947
	Iteration 25Q: 3 clusters Score -1228938 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1228938.375000 Penalty: 2748.345947
	Iteration 26Q: 3 clusters Score -1228938 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1228947.000000 Penalty: 2748.345947
	Iteration 27Q: 3 clusters Score -1228947 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1228950.750000 Penalty: 2748.345947
	Iteration 28Q: 3 clusters Score -1228951 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1228953.500000 Penalty: 2748.345947
	Iteration 29Q: 3 clusters Score -1228954 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1228958.625000 Penalty: 2748.345947
	Iteration 30Q: 3 clusters Score -1228959 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1228963.500000 Penalty: 2748.345947
	Iteration 31Q: 3 clusters Score -1228964 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1228966.500000 Penalty: 2748.345947
	Iteration 32Q: 3 clusters Score -1228966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1228968.250000 Penalty: 2748.345947
	Iteration 33Q: 3 clusters Score -1228968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1228971.375000 Penalty: 2748.345947
	Iteration 34Q: 3 clusters Score -1228971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1228973.750000 Penalty: 2748.345947
	Iteration 35Q: 3 clusters Score -1228974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1228976.250000 Penalty: 2748.345947
	Iteration 36Q: 3 clusters Score -1228976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1228979.625000 Penalty: 2748.345947
	Iteration 37Q: 3 clusters Score -1228980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1228981.875000 Penalty: 2748.345947
	Iteration 38Q: 3 clusters Score -1228982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1228981.750000 Penalty: 2748.345947
	Iteration 39Q: 3 clusters Score -1228982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1228988.250000 Penalty: 2748.345947
	Iteration 40F: 3 clusters Score -1228988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1228989.250000 Penalty: 2748.345947
	Iteration 41Q: 3 clusters Score -1228989 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1228996.250000 Penalty: 2748.345947
	Iteration 42Q: 3 clusters Score -1228996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1228996.375000 Penalty: 2748.345947
	Iteration 43Q: 3 clusters Score -1228996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1228996.250000 Penalty: 2748.345947
	Iteration 44Q: 3 clusters Score -1228996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1228997.250000 Penalty: 2748.345947
	Iteration 45Q: 3 clusters Score -1228997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1228997.500000 Penalty: 2748.345947
	Iteration 46Q: 3 clusters Score -1228998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1228997.250000 Penalty: 2748.345947
	Iteration 47Q: 3 clusters Score -1228997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1229000.125000 Penalty: 2748.345947
	Iteration 48Q: 3 clusters Score -1229000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1229001.375000 Penalty: 2748.345947
	Iteration 49Q: 3 clusters Score -1229001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1229002.625000 Penalty: 2748.345947
	Iteration 50Q: 3 clusters Score -1229003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1229002.375000 Penalty: 2748.345947
	Iteration 51Q: 3 clusters Score -1229002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1229002.125000 Penalty: 2748.345947
	Iteration 52Q: 3 clusters Score -1229002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1229004.750000 Penalty: 2748.345947
	Iteration 53Q: 3 clusters Score -1229005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1229004.125000 Penalty: 2748.345947
	Iteration 54Q: 3 clusters Score -1229004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1229003.625000 Penalty: 2748.345947
	Iteration 55Q: 3 clusters Score -1229004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1229002.250000 Penalty: 2748.345947
	Iteration 56Q: 3 clusters Score -1229002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1229001.750000 Penalty: 2748.345947
	Iteration 57Q: 3 clusters Score -1229002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -1229005.000000 Penalty: 2748.345947
	Iteration 58Q: 3 clusters Score -1229005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1229005.375000 Penalty: 2748.345947
	Iteration 59Q: 3 clusters Score -1229005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1229005.125000 Penalty: 2748.345947
	Iteration 60F: 3 clusters Score -1229005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1229005.625000 Penalty: 2748.345947
	Iteration 61Q: 3 clusters Score -1229006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1229004.875000 Penalty: 2748.345947
	Iteration 62Q: 3 clusters Score -1229005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1229004.875000 Penalty: 2748.345947
	Iteration 63F: 3 clusters Score -1229005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (31964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31964 members 
Entering Unmasked Estep 
Score: -3743174.750000 Penalty: 1543.408081
	Iteration 0F: 2 clusters Score -3743175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -3722418.750000 Penalty: 3086.816162
	Iteration 0F: 3 clusters Score -3722419 nChanged 14379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -3730327.250000 Penalty: 3086.816162
	Iteration 1F: 3 clusters Score -3730327 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -3730948.500000 Penalty: 3086.816162
	Iteration 2Q: 3 clusters Score -3730948 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -3731558.750000 Penalty: 3086.816162
	Iteration 3Q: 3 clusters Score -3731559 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -3732281.500000 Penalty: 3086.816162
	Iteration 4Q: 3 clusters Score -3732282 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -3733078.500000 Penalty: 3086.816162
	Iteration 5Q: 3 clusters Score -3733078 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -3734005.250000 Penalty: 3086.816162
	Iteration 6F: 3 clusters Score -3734005 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -3735015.500000 Penalty: 3086.816162
	Iteration 7F: 3 clusters Score -3735016 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -3736090.000000 Penalty: 3086.816162
	Iteration 8F: 3 clusters Score -3736090 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22789 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -3737199.250000 Penalty: 3086.816162
	Iteration 9F: 3 clusters Score -3737199 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24103 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -3738203.750000 Penalty: 3086.816162
	Iteration 10Q: 3 clusters Score -3738204 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25417 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -3739181.250000 Penalty: 3086.816162
	Iteration 11Q: 3 clusters Score -3739181 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26633 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -3740007.750000 Penalty: 3086.816162
	Iteration 12Q: 3 clusters Score -3740008 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27686 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -3740702.500000 Penalty: 3086.816162
	Iteration 13Q: 3 clusters Score -3740702 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28539 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -3741195.250000 Penalty: 3086.816162
	Iteration 14Q: 3 clusters Score -3741195 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29168 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -3741571.000000 Penalty: 3086.816162
	Iteration 15Q: 3 clusters Score -3741571 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29673 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -3741852.500000 Penalty: 3086.816162
	Iteration 16Q: 3 clusters Score -3741852 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30025 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -3742036.500000 Penalty: 3086.816162
	Iteration 17Q: 3 clusters Score -3742036 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30285 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -3742178.750000 Penalty: 3086.816162
	Iteration 18Q: 3 clusters Score -3742179 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30455 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -3742262.250000 Penalty: 3086.816162
	Iteration 19Q: 3 clusters Score -3742262 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30568 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -3742323.000000 Penalty: 3086.816162
	Iteration 20F: 3 clusters Score -3742323 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30646 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -3742384.000000 Penalty: 3086.816162
	Iteration 21Q: 3 clusters Score -3742384 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30693 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -3742429.750000 Penalty: 3086.816162
	Iteration 22Q: 3 clusters Score -3742430 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30730 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -3742481.250000 Penalty: 3086.816162
	Iteration 23Q: 3 clusters Score -3742481 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30771 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -3742557.500000 Penalty: 3086.816162
	Iteration 24Q: 3 clusters Score -3742558 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30805 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -3742603.000000 Penalty: 3086.816162
	Iteration 25Q: 3 clusters Score -3742603 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30808 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -3742630.250000 Penalty: 3086.816162
	Iteration 26Q: 3 clusters Score -3742630 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30810 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -3742644.250000 Penalty: 3086.816162
	Iteration 27Q: 3 clusters Score -3742644 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30823 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -3742665.250000 Penalty: 3086.816162
	Iteration 28Q: 3 clusters Score -3742665 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30828 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -3742682.000000 Penalty: 3086.816162
	Iteration 29Q: 3 clusters Score -3742682 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30835 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -3742681.750000 Penalty: 3086.816162
	Iteration 30Q: 3 clusters Score -3742682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30842 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -3742682.250000 Penalty: 3086.816162
	Iteration 31Q: 3 clusters Score -3742682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30853 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -3742690.500000 Penalty: 3086.816162
	Iteration 32Q: 3 clusters Score -3742690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30856 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -3742692.500000 Penalty: 3086.816162
	Iteration 33Q: 3 clusters Score -3742692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30856 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -3742696.250000 Penalty: 3086.816162
	Iteration 34Q: 3 clusters Score -3742696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30857 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -3742696.500000 Penalty: 3086.816162
	Iteration 35Q: 3 clusters Score -3742696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30856 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -3742700.250000 Penalty: 3086.816162
	Iteration 36Q: 3 clusters Score -3742700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30855 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -3742699.250000 Penalty: 3086.816162
	Iteration 37Q: 3 clusters Score -3742699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30854 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -3742694.250000 Penalty: 3086.816162
	Iteration 38Q: 3 clusters Score -3742694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30853 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -3742696.250000 Penalty: 3086.816162
	Iteration 39Q: 3 clusters Score -3742696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30853 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -3742696.250000 Penalty: 3086.816162
	Iteration 40F: 3 clusters Score -3742696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (64289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64289 members 
Entering Unmasked Estep 
Score: -8019163.500000 Penalty: 1647.386230
	Iteration 0F: 2 clusters Score -8019164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31996 members 
Mstep: Class 2 contains 32293 members 
Entering Unmasked Estep 
Score: -7979202.500000 Penalty: 3294.772461
	Iteration 0F: 3 clusters Score -7979202 nChanged 30086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31198 members 
Mstep: Class 2 contains 33091 members 
Entering Unmasked Estep 
Score: -7996324.000000 Penalty: 3294.772461
	Iteration 1F: 3 clusters Score -7996324 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30696 members 
Mstep: Class 2 contains 33593 members 
Entering Unmasked Estep 
Score: -7996860.000000 Penalty: 3294.772461
	Iteration 2Q: 3 clusters Score -7996860 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29912 members 
Mstep: Class 2 contains 34377 members 
Entering Unmasked Estep 
Score: -7997462.500000 Penalty: 3294.772461
	Iteration 3Q: 3 clusters Score -7997462 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28789 members 
Mstep: Class 2 contains 35500 members 
Entering Unmasked Estep 
Score: -7998052.000000 Penalty: 3294.772461
	Iteration 4Q: 3 clusters Score -7998052 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27228 members 
Mstep: Class 2 contains 37061 members 
Entering Unmasked Estep 
Score: -7998791.000000 Penalty: 3294.772461
	Iteration 5Q: 3 clusters Score -7998791 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25034 members 
Mstep: Class 2 contains 39255 members 
Entering Unmasked Estep 
Score: -7999810.000000 Penalty: 3294.772461
	Iteration 6Q: 3 clusters Score -7999810 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22048 members 
Mstep: Class 2 contains 42241 members 
Entering Unmasked Estep 
Score: -8001312.000000 Penalty: 3294.772461
	Iteration 7Q: 3 clusters Score -8001312 nChanged 3921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 46064 members 
Entering Unmasked Estep 
Score: -8003622.000000 Penalty: 3294.772461
	Iteration 8F: 3 clusters Score -8003622 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 50375 members 
Entering Unmasked Estep 
Score: -8006608.500000 Penalty: 3294.772461
	Iteration 9F: 3 clusters Score -8006608 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 54523 members 
Entering Unmasked Estep 
Score: -8009735.000000 Penalty: 3294.772461
	Iteration 10F: 3 clusters Score -8009735 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 57837 members 
Entering Unmasked Estep 
Score: -8012436.000000 Penalty: 3294.772461
	Iteration 11F: 3 clusters Score -8012436 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 60140 members 
Entering Unmasked Estep 
Score: -8014470.000000 Penalty: 3294.772461
	Iteration 12Q: 3 clusters Score -8014470 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 61565 members 
Entering Unmasked Estep 
Score: -8015950.000000 Penalty: 3294.772461
	Iteration 13Q: 3 clusters Score -8015950 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 62315 members 
Entering Unmasked Estep 
Score: -8016721.500000 Penalty: 3294.772461
	Iteration 14Q: 3 clusters Score -8016722 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 62678 members 
Entering Unmasked Estep 
Score: -8017123.000000 Penalty: 3294.772461
	Iteration 15Q: 3 clusters Score -8017123 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 62899 members 
Entering Unmasked Estep 
Score: -8017370.000000 Penalty: 3294.772461
	Iteration 16Q: 3 clusters Score -8017370 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 63057 members 
Entering Unmasked Estep 
Score: -8017505.000000 Penalty: 3294.772461
	Iteration 17Q: 3 clusters Score -8017505 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 63143 members 
Entering Unmasked Estep 
Score: -8017596.500000 Penalty: 3294.772461
	Iteration 18Q: 3 clusters Score -8017596 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 63200 members 
Entering Unmasked Estep 
Score: -8017665.500000 Penalty: 3294.772461
	Iteration 19Q: 3 clusters Score -8017666 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 63232 members 
Entering Unmasked Estep 
Score: -8017693.500000 Penalty: 3294.772461
	Iteration 20F: 3 clusters Score -8017694 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 63267 members 
Entering Unmasked Estep 
Score: -8017725.500000 Penalty: 3294.772461
	Iteration 21Q: 3 clusters Score -8017726 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 63288 members 
Entering Unmasked Estep 
Score: -8017740.000000 Penalty: 3294.772461
	Iteration 22Q: 3 clusters Score -8017740 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 63303 members 
Entering Unmasked Estep 
Score: -8017764.000000 Penalty: 3294.772461
	Iteration 23Q: 3 clusters Score -8017764 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 63322 members 
Entering Unmasked Estep 
Score: -8017778.500000 Penalty: 3294.772461
	Iteration 24Q: 3 clusters Score -8017778 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 63341 members 
Entering Unmasked Estep 
Score: -8017800.000000 Penalty: 3294.772461
	Iteration 25Q: 3 clusters Score -8017800 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 63351 members 
Entering Unmasked Estep 
Score: -8017825.500000 Penalty: 3294.772461
	Iteration 26Q: 3 clusters Score -8017826 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 63356 members 
Entering Unmasked Estep 
Score: -8017851.500000 Penalty: 3294.772461
	Iteration 27Q: 3 clusters Score -8017852 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 63367 members 
Entering Unmasked Estep 
Score: -8017866.000000 Penalty: 3294.772461
	Iteration 28Q: 3 clusters Score -8017866 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 63379 members 
Entering Unmasked Estep 
Score: -8017878.000000 Penalty: 3294.772461
	Iteration 29Q: 3 clusters Score -8017878 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 63389 members 
Entering Unmasked Estep 
Score: -8017888.000000 Penalty: 3294.772461
	Iteration 30Q: 3 clusters Score -8017888 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 63397 members 
Entering Unmasked Estep 
Score: -8017897.000000 Penalty: 3294.772461
	Iteration 31Q: 3 clusters Score -8017897 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 63401 members 
Entering Unmasked Estep 
Score: -8017899.000000 Penalty: 3294.772461
	Iteration 32Q: 3 clusters Score -8017899 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 63407 members 
Entering Unmasked Estep 
Score: -8017909.000000 Penalty: 3294.772461
	Iteration 33Q: 3 clusters Score -8017909 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 63412 members 
Entering Unmasked Estep 
Score: -8017918.000000 Penalty: 3294.772461
	Iteration 34Q: 3 clusters Score -8017918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 63418 members 
Entering Unmasked Estep 
Score: -8017928.000000 Penalty: 3294.772461
	Iteration 35Q: 3 clusters Score -8017928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 63421 members 
Entering Unmasked Estep 
Score: -8017935.000000 Penalty: 3294.772461
	Iteration 36Q: 3 clusters Score -8017935 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 63427 members 
Entering Unmasked Estep 
Score: -8017938.500000 Penalty: 3294.772461
	Iteration 37Q: 3 clusters Score -8017938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 63434 members 
Entering Unmasked Estep 
Score: -8017945.500000 Penalty: 3294.772461
	Iteration 38Q: 3 clusters Score -8017946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 63438 members 
Entering Unmasked Estep 
Score: -8017946.500000 Penalty: 3294.772461
	Iteration 39Q: 3 clusters Score -8017946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 63438 members 
Entering Unmasked Estep 
Score: -8017948.500000 Penalty: 3294.772461
	Iteration 40F: 3 clusters Score -8017948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 63438 members 
Entering Unmasked Estep 
Score: -8017950.000000 Penalty: 3294.772461
	Iteration 41Q: 3 clusters Score -8017950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 63437 members 
Entering Unmasked Estep 
Score: -8017949.500000 Penalty: 3294.772461
	Iteration 42Q: 3 clusters Score -8017950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 63437 members 
Entering Unmasked Estep 
Score: -8017945.500000 Penalty: 3294.772461
	Iteration 43Q: 3 clusters Score -8017946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 63439 members 
Entering Unmasked Estep 
Score: -8017947.000000 Penalty: 3294.772461
	Iteration 44Q: 3 clusters Score -8017947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 63443 members 
Entering Unmasked Estep 
Score: -8017955.500000 Penalty: 3294.772461
	Iteration 45Q: 3 clusters Score -8017956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 63448 members 
Entering Unmasked Estep 
Score: -8017968.500000 Penalty: 3294.772461
	Iteration 46Q: 3 clusters Score -8017968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 63448 members 
Entering Unmasked Estep 
Score: -8017966.500000 Penalty: 3294.772461
	Iteration 47Q: 3 clusters Score -8017966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 63447 members 
Entering Unmasked Estep 
Score: -8017959.000000 Penalty: 3294.772461
	Iteration 48Q: 3 clusters Score -8017959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 63449 members 
Entering Unmasked Estep 
Score: -8017967.500000 Penalty: 3294.772461
	Iteration 49Q: 3 clusters Score -8017968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 63451 members 
Entering Unmasked Estep 
Score: -8017972.000000 Penalty: 3294.772461
	Iteration 50Q: 3 clusters Score -8017972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 63452 members 
Entering Unmasked Estep 
Score: -8017973.500000 Penalty: 3294.772461
	Iteration 51Q: 3 clusters Score -8017974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 63450 members 
Entering Unmasked Estep 
Score: -8017978.000000 Penalty: 3294.772461
	Iteration 52Q: 3 clusters Score -8017978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 63450 members 
Entering Unmasked Estep 
Score: -8017978.000000 Penalty: 3294.772461
	Iteration 53F: 3 clusters Score -8017978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Entering Unmasked Estep 
Score: -199679.109375 Penalty: 1119.252686
	Iteration 0F: 2 clusters Score -199679.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -197897.906250 Penalty: 2238.505371
	Iteration 0F: 3 clusters Score -197897.9 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -198343.921875 Penalty: 2238.505371
	Iteration 1F: 3 clusters Score -198343.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -198461.437500 Penalty: 2238.505371
	Iteration 2F: 3 clusters Score -198461.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -198536.906250 Penalty: 2238.505371
	Iteration 3Q: 3 clusters Score -198536.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -198601.546875 Penalty: 2238.505371
	Iteration 4Q: 3 clusters Score -198601.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -198649.203125 Penalty: 2238.505371
	Iteration 5Q: 3 clusters Score -198649.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -198711.500000 Penalty: 2238.505371
	Iteration 6Q: 3 clusters Score -198711.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -198761.031250 Penalty: 2238.505371
	Iteration 7Q: 3 clusters Score -198761 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -198792.890625 Penalty: 2238.505371
	Iteration 8Q: 3 clusters Score -198792.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -198808.796875 Penalty: 2238.505371
	Iteration 9Q: 3 clusters Score -198808.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -198826.328125 Penalty: 2238.505371
	Iteration 10Q: 3 clusters Score -198826.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -198836.781250 Penalty: 2238.505371
	Iteration 11Q: 3 clusters Score -198836.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -198844.609375 Penalty: 2238.505371
	Iteration 12Q: 3 clusters Score -198844.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -198851.968750 Penalty: 2238.505371
	Iteration 13Q: 3 clusters Score -198852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -198857.406250 Penalty: 2238.505371
	Iteration 14Q: 3 clusters Score -198857.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -198861.203125 Penalty: 2238.505371
	Iteration 15Q: 3 clusters Score -198861.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -198865.031250 Penalty: 2238.505371
	Iteration 16Q: 3 clusters Score -198865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -198866.734375 Penalty: 2238.505371
	Iteration 17Q: 3 clusters Score -198866.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -198867.921875 Penalty: 2238.505371
	Iteration 18Q: 3 clusters Score -198867.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -198869.796875 Penalty: 2238.505371
	Iteration 19Q: 3 clusters Score -198869.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -198870.312500 Penalty: 2238.505371
	Iteration 20F: 3 clusters Score -198870.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -198871.875000 Penalty: 2238.505371
	Iteration 21Q: 3 clusters Score -198871.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -198873.625000 Penalty: 2238.505371
	Iteration 22Q: 3 clusters Score -198873.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -198874.312500 Penalty: 2238.505371
	Iteration 23Q: 3 clusters Score -198874.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -198876.437500 Penalty: 2238.505371
	Iteration 24Q: 3 clusters Score -198876.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -198878.078125 Penalty: 2238.505371
	Iteration 25Q: 3 clusters Score -198878.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -198878.078125 Penalty: 2238.505371
	Iteration 26F: 3 clusters Score -198878.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Entering Unmasked Estep 
Score: -129972.421875 Penalty: 1051.236206
	Iteration 0F: 2 clusters Score -129972.4 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 584 members 
Entering Unmasked Estep 
Score: -128601.937500 Penalty: 2102.472412
	Iteration 0F: 3 clusters Score -128601.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -128933.671875 Penalty: 2102.472412
	Iteration 1F: 3 clusters Score -128933.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -129051.031250 Penalty: 2102.472412
	Iteration 2F: 3 clusters Score -129051 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -129130.640625 Penalty: 2102.472412
	Iteration 3Q: 3 clusters Score -129130.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -129157.148438 Penalty: 2102.472412
	Iteration 4Q: 3 clusters Score -129157.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -129188.406250 Penalty: 2102.472412
	Iteration 5Q: 3 clusters Score -129188.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -129217.460938 Penalty: 2102.472412
	Iteration 6Q: 3 clusters Score -129217.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -129244.695312 Penalty: 2102.472412
	Iteration 7Q: 3 clusters Score -129244.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -129276.625000 Penalty: 2102.472412
	Iteration 8Q: 3 clusters Score -129276.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -129303.726562 Penalty: 2102.472412
	Iteration 9Q: 3 clusters Score -129303.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -129331.898438 Penalty: 2102.472412
	Iteration 10Q: 3 clusters Score -129331.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -129350.289062 Penalty: 2102.472412
	Iteration 11Q: 3 clusters Score -129350.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -129363.632812 Penalty: 2102.472412
	Iteration 12Q: 3 clusters Score -129363.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -129378.796875 Penalty: 2102.472412
	Iteration 13Q: 3 clusters Score -129378.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -129394.828125 Penalty: 2102.472412
	Iteration 14Q: 3 clusters Score -129394.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -129403.000000 Penalty: 2102.472412
	Iteration 15Q: 3 clusters Score -129403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -129409.531250 Penalty: 2102.472412
	Iteration 16Q: 3 clusters Score -129409.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -129411.789062 Penalty: 2102.472412
	Iteration 17Q: 3 clusters Score -129411.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -129413.476562 Penalty: 2102.472412
	Iteration 18Q: 3 clusters Score -129413.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -129414.773438 Penalty: 2102.472412
	Iteration 19Q: 3 clusters Score -129414.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -129415.140625 Penalty: 2102.472412
	Iteration 20F: 3 clusters Score -129415.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -129415.867188 Penalty: 2102.472412
	Iteration 21Q: 3 clusters Score -129415.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -129417.945312 Penalty: 2102.472412
	Iteration 22Q: 3 clusters Score -129417.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -129419.468750 Penalty: 2102.472412
	Iteration 23Q: 3 clusters Score -129419.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -129421.132812 Penalty: 2102.472412
	Iteration 24Q: 3 clusters Score -129421.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -129422.671875 Penalty: 2102.472412
	Iteration 25Q: 3 clusters Score -129422.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -129423.585938 Penalty: 2102.472412
	Iteration 26Q: 3 clusters Score -129423.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -129423.585938 Penalty: 2102.472412
	Iteration 27F: 3 clusters Score -129423.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Entering Unmasked Estep 
Score: -1108095.500000 Penalty: 1350.646240
	Iteration 0F: 2 clusters Score -1108096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1102088.250000 Penalty: 2701.292480
	Iteration 0F: 3 clusters Score -1102088 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1104026.500000 Penalty: 2701.292480
	Iteration 1F: 3 clusters Score -1104026 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1104293.875000 Penalty: 2701.292480
	Iteration 2F: 3 clusters Score -1104294 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1104443.625000 Penalty: 2701.292480
	Iteration 3Q: 3 clusters Score -1104444 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1104542.500000 Penalty: 2701.292480
	Iteration 4Q: 3 clusters Score -1104542 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1104618.875000 Penalty: 2701.292480
	Iteration 5Q: 3 clusters Score -1104619 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1104687.500000 Penalty: 2701.292480
	Iteration 6Q: 3 clusters Score -1104688 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1104746.875000 Penalty: 2701.292480
	Iteration 7Q: 3 clusters Score -1104747 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1104808.250000 Penalty: 2701.292480
	Iteration 8Q: 3 clusters Score -1104808 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1104870.500000 Penalty: 2701.292480
	Iteration 9Q: 3 clusters Score -1104870 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1104941.375000 Penalty: 2701.292480
	Iteration 10Q: 3 clusters Score -1104941 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1105028.000000 Penalty: 2701.292480
	Iteration 11Q: 3 clusters Score -1105028 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1105130.625000 Penalty: 2701.292480
	Iteration 12Q: 3 clusters Score -1105131 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1105251.625000 Penalty: 2701.292480
	Iteration 13Q: 3 clusters Score -1105252 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1105379.000000 Penalty: 2701.292480
	Iteration 14Q: 3 clusters Score -1105379 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1105529.500000 Penalty: 2701.292480
	Iteration 15Q: 3 clusters Score -1105530 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1105685.500000 Penalty: 2701.292480
	Iteration 16Q: 3 clusters Score -1105686 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1105861.500000 Penalty: 2701.292480
	Iteration 17Q: 3 clusters Score -1105862 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1106054.750000 Penalty: 2701.292480
	Iteration 18Q: 3 clusters Score -1106055 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1106213.250000 Penalty: 2701.292480
	Iteration 19Q: 3 clusters Score -1106213 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1106364.875000 Penalty: 2701.292480
	Iteration 20F: 3 clusters Score -1106365 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1106495.625000 Penalty: 2701.292480
	Iteration 21Q: 3 clusters Score -1106496 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1106600.125000 Penalty: 2701.292480
	Iteration 22Q: 3 clusters Score -1106600 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1106687.000000 Penalty: 2701.292480
	Iteration 23Q: 3 clusters Score -1106687 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1106767.250000 Penalty: 2701.292480
	Iteration 24Q: 3 clusters Score -1106767 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1106820.875000 Penalty: 2701.292480
	Iteration 25Q: 3 clusters Score -1106821 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1106861.250000 Penalty: 2701.292480
	Iteration 26Q: 3 clusters Score -1106861 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1106894.000000 Penalty: 2701.292480
	Iteration 27Q: 3 clusters Score -1106894 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1106917.375000 Penalty: 2701.292480
	Iteration 28Q: 3 clusters Score -1106917 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1106930.500000 Penalty: 2701.292480
	Iteration 29Q: 3 clusters Score -1106930 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1106936.875000 Penalty: 2701.292480
	Iteration 30Q: 3 clusters Score -1106937 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1106946.125000 Penalty: 2701.292480
	Iteration 31Q: 3 clusters Score -1106946 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1106953.500000 Penalty: 2701.292480
	Iteration 32Q: 3 clusters Score -1106954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1106958.875000 Penalty: 2701.292480
	Iteration 33Q: 3 clusters Score -1106959 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1106968.625000 Penalty: 2701.292480
	Iteration 34Q: 3 clusters Score -1106969 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1106980.125000 Penalty: 2701.292480
	Iteration 35Q: 3 clusters Score -1106980 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1106991.000000 Penalty: 2701.292480
	Iteration 36Q: 3 clusters Score -1106991 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1106998.500000 Penalty: 2701.292480
	Iteration 37Q: 3 clusters Score -1106998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1107002.000000 Penalty: 2701.292480
	Iteration 38Q: 3 clusters Score -1107002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1107005.625000 Penalty: 2701.292480
	Iteration 39Q: 3 clusters Score -1107006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1107004.875000 Penalty: 2701.292480
	Iteration 40F: 3 clusters Score -1107005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1107005.875000 Penalty: 2701.292480
	Iteration 41Q: 3 clusters Score -1107006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1107005.875000 Penalty: 2701.292480
	Iteration 42F: 3 clusters Score -1107006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Entering Unmasked Estep 
Score: -26629.265625 Penalty: 895.566711
	Iteration 0F: 2 clusters Score -26629.27 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 206 members 
Entering Unmasked Estep 
Score: -26024.138672 Penalty: 1791.133423
	Iteration 0F: 3 clusters Score -26024.14 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -26417.439453 Penalty: 1791.133423
	Iteration 1F: 3 clusters Score -26417.44 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -26622.164062 Penalty: 1791.133423
	Iteration 2F: 3 clusters Score -26622.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -26720.658203 Penalty: 1791.133423
	Iteration 3Q: 3 clusters Score -26720.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -26764.513672 Penalty: 1791.133423
	Iteration 4Q: 3 clusters Score -26764.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -26799.898438 Penalty: 1791.133423
	Iteration 5Q: 3 clusters Score -26799.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -26813.218750 Penalty: 1791.133423
	Iteration 6Q: 3 clusters Score -26813.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -26829.859375 Penalty: 1791.133423
	Iteration 7Q: 3 clusters Score -26829.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -26829.859375 Penalty: 1791.133423
	Iteration 8F: 3 clusters Score -26829.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 6922 members 
Mstep: Class 3 contains 38096 members 
Mstep: Class 4 contains 34746 members 
Mstep: Class 5 contains 82002 members 
Mstep: Class 6 contains 23970 members 
Mstep: Class 7 contains 12655 members 
Mstep: Class 8 contains 9134 members 
Mstep: Class 9 contains 78811 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 1247 members 
Mstep: Class 12 contains 71777 members 
Mstep: Class 13 contains 35479 members 
Mstep: Class 14 contains 3270 members 
Mstep: Class 15 contains 5312 members 
Mstep: Class 16 contains 17395 members 
Mstep: Class 17 contains 10250 members 
Mstep: Class 18 contains 31964 members 
Mstep: Class 19 contains 64289 members 
Mstep: Class 20 contains 1848 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 8751 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 10091 members 
Mstep: Class 25 contains 7153 members 
Mstep: Class 26 contains 40859 members 
Mstep: Class 27 contains 22455 members 
Mstep: Class 28 contains 6730 members 
Mstep: Class 29 contains 4430 members 
Mstep: Class 30 contains 1051 members 
Mstep: Class 31 contains 10227 members 
Mstep: Class 32 contains 736 members 
Mstep: Class 33 contains 1140 members 
Mstep: Class 34 contains 358 members 
Mstep: Class 35 contains 164 members 
Entering Unmasked Estep 
Score: -80973304.000000 Penalty: 69841.421875
Splitting cluster 23 changes total score from -80970256.000000 to -80973304.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 24 (10091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Entering Unmasked Estep 
Score: -1231950.625000 Penalty: 1371.846680
	Iteration 0F: 2 clusters Score -1231951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1225150.375000 Penalty: 2743.693359
	Iteration 0F: 3 clusters Score -1225150 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1227483.375000 Penalty: 2743.693359
	Iteration 1F: 3 clusters Score -1227483 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1227814.625000 Penalty: 2743.693359
	Iteration 2F: 3 clusters Score -1227815 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1228062.250000 Penalty: 2743.693359
	Iteration 3F: 3 clusters Score -1228062 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1228255.875000 Penalty: 2743.693359
	Iteration 4Q: 3 clusters Score -1228256 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1228443.125000 Penalty: 2743.693359
	Iteration 5Q: 3 clusters Score -1228443 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1228629.125000 Penalty: 2743.693359
	Iteration 6Q: 3 clusters Score -1228629 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1228827.500000 Penalty: 2743.693359
	Iteration 7Q: 3 clusters Score -1228828 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1229027.375000 Penalty: 2743.693359
	Iteration 8Q: 3 clusters Score -1229027 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1229238.625000 Penalty: 2743.693359
	Iteration 9Q: 3 clusters Score -1229239 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1229428.500000 Penalty: 2743.693359
	Iteration 10Q: 3 clusters Score -1229428 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1229637.500000 Penalty: 2743.693359
	Iteration 11Q: 3 clusters Score -1229638 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1229827.500000 Penalty: 2743.693359
	Iteration 12Q: 3 clusters Score -1229828 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1230006.250000 Penalty: 2743.693359
	Iteration 13Q: 3 clusters Score -1230006 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1230124.125000 Penalty: 2743.693359
	Iteration 14Q: 3 clusters Score -1230124 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1230212.500000 Penalty: 2743.693359
	Iteration 15Q: 3 clusters Score -1230212 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1230267.125000 Penalty: 2743.693359
	Iteration 16Q: 3 clusters Score -1230267 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1230297.750000 Penalty: 2743.693359
	Iteration 17Q: 3 clusters Score -1230298 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1230319.375000 Penalty: 2743.693359
	Iteration 18Q: 3 clusters Score -1230319 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1230339.125000 Penalty: 2743.693359
	Iteration 19Q: 3 clusters Score -1230339 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1230354.625000 Penalty: 2743.693359
	Iteration 20F: 3 clusters Score -1230355 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1230364.875000 Penalty: 2743.693359
	Iteration 21Q: 3 clusters Score -1230365 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1230377.000000 Penalty: 2743.693359
	Iteration 22Q: 3 clusters Score -1230377 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1230385.125000 Penalty: 2743.693359
	Iteration 23Q: 3 clusters Score -1230385 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1230392.125000 Penalty: 2743.693359
	Iteration 24Q: 3 clusters Score -1230392 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1230395.625000 Penalty: 2743.693359
	Iteration 25Q: 3 clusters Score -1230396 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1230393.250000 Penalty: 2743.693359
	Iteration 26Q: 3 clusters Score -1230393 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1230397.625000 Penalty: 2743.693359
	Iteration 27Q: 3 clusters Score -1230398 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1230398.500000 Penalty: 2743.693359
	Iteration 28Q: 3 clusters Score -1230398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1230398.000000 Penalty: 2743.693359
	Iteration 29Q: 3 clusters Score -1230398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1230399.125000 Penalty: 2743.693359
	Iteration 30Q: 3 clusters Score -1230399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1230400.625000 Penalty: 2743.693359
	Iteration 31Q: 3 clusters Score -1230401 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1230404.875000 Penalty: 2743.693359
	Iteration 32Q: 3 clusters Score -1230405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1230406.500000 Penalty: 2743.693359
	Iteration 33Q: 3 clusters Score -1230406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1230409.625000 Penalty: 2743.693359
	Iteration 34Q: 3 clusters Score -1230410 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1230413.500000 Penalty: 2743.693359
	Iteration 35Q: 3 clusters Score -1230414 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1230413.875000 Penalty: 2743.693359
	Iteration 36Q: 3 clusters Score -1230414 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1230415.375000 Penalty: 2743.693359
	Iteration 37Q: 3 clusters Score -1230415 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1230424.375000 Penalty: 2743.693359
	Iteration 38Q: 3 clusters Score -1230424 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1230422.750000 Penalty: 2743.693359
	Iteration 39Q: 3 clusters Score -1230423 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1230426.500000 Penalty: 2743.693359
	Iteration 40F: 3 clusters Score -1230426 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1230430.625000 Penalty: 2743.693359
	Iteration 41Q: 3 clusters Score -1230431 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1230435.875000 Penalty: 2743.693359
	Iteration 42Q: 3 clusters Score -1230436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1230436.875000 Penalty: 2743.693359
	Iteration 43Q: 3 clusters Score -1230437 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1230437.250000 Penalty: 2743.693359
	Iteration 44Q: 3 clusters Score -1230437 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1230437.125000 Penalty: 2743.693359
	Iteration 45Q: 3 clusters Score -1230437 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1230436.250000 Penalty: 2743.693359
	Iteration 46Q: 3 clusters Score -1230436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1230438.125000 Penalty: 2743.693359
	Iteration 47Q: 3 clusters Score -1230438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1230435.875000 Penalty: 2743.693359
	Iteration 48Q: 3 clusters Score -1230436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1230438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1230441.625000 Penalty: 2743.693359
	Iteration 50Q: 3 clusters Score -1230442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1230442 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1230445 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1230448 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1230451 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1230458 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1230462 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1230468 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1230468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1230472 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1230477 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1230478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1230480 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1230484 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1230484 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1230489 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1230489 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1230490 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1230492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1230492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1230500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1230499 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1230503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1230501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1230502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1230505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1230508 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1230510 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1230513 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1230512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1230515 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1230517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1230518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1230519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1230524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1230527 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1230530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1230530 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1230536 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1230536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1230536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1230541 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1230543 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1230541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1230542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1230542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1230544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1230545 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1230547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1230547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1230548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1230549 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1230554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1230554 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1230556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1230559.750000 Penalty: 2743.693359
	Iteration 105Q: 3 clusters Score -1230560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1230560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1230564 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1230567 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1230569 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1230572 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1230579 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1230581 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1230584 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1230589 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1230599 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1230608 nChanged 28
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1230612 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1230616 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1230623 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1230632 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1230633 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1230642 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1230653 nChanged 35
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1230663 nChanged 40
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1230673 nChanged 38
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Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1230686 nChanged 39
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1230701 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1230724 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1230742.625000 Penalty: 2743.693359
	Iteration 129Q: 3 clusters Score -1230743 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1230762.000000 Penalty: 2743.693359
	Iteration 130Q: 3 clusters Score -1230762 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -1230778 nChanged 58
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -1230798 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -1230818 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -1230836 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -1230839 nChanged 25
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -1230843 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1230847 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1230849.000000 Penalty: 2743.693359
	Iteration 138Q: 3 clusters Score -1230849 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -1230850 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1230855.750000 Penalty: 2743.693359
	Iteration 140F: 3 clusters Score -1230856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1230855.375000 Penalty: 2743.693359
	Iteration 141Q: 3 clusters Score -1230855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1230856.750000 Penalty: 2743.693359
	Iteration 142Q: 3 clusters Score -1230857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1230856.250000 Penalty: 2743.693359
	Iteration 143Q: 3 clusters Score -1230856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1230856.250000 Penalty: 2743.693359
	Iteration 144F: 3 clusters Score -1230856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Entering Unmasked Estep 
Score: -835861.750000 Penalty: 1320.642700
	Iteration 0F: 2 clusters Score -835861.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -830858.812500 Penalty: 2641.285400
	Iteration 0F: 3 clusters Score -830858.8 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -832434.812500 Penalty: 2641.285400
	Iteration 1F: 3 clusters Score -832434.8 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -832732.062500 Penalty: 2641.285400
	Iteration 2F: 3 clusters Score -832732.1 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -832974.562500 Penalty: 2641.285400
	Iteration 3F: 3 clusters Score -832974.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -833190.437500 Penalty: 2641.285400
	Iteration 4Q: 3 clusters Score -833190.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -833391.375000 Penalty: 2641.285400
	Iteration 5Q: 3 clusters Score -833391.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -833558.312500 Penalty: 2641.285400
	Iteration 6Q: 3 clusters Score -833558.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -833684.562500 Penalty: 2641.285400
	Iteration 7Q: 3 clusters Score -833684.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -833815.937500 Penalty: 2641.285400
	Iteration 8Q: 3 clusters Score -833815.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -833929.250000 Penalty: 2641.285400
	Iteration 9Q: 3 clusters Score -833929.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -834037.062500 Penalty: 2641.285400
	Iteration 10Q: 3 clusters Score -834037.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -834133.062500 Penalty: 2641.285400
	Iteration 11Q: 3 clusters Score -834133.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -834228.437500 Penalty: 2641.285400
	Iteration 12Q: 3 clusters Score -834228.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -834326.875000 Penalty: 2641.285400
	Iteration 13Q: 3 clusters Score -834326.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -834420.250000 Penalty: 2641.285400
	Iteration 14Q: 3 clusters Score -834420.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -834502.625000 Penalty: 2641.285400
	Iteration 15Q: 3 clusters Score -834502.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -834580.062500 Penalty: 2641.285400
	Iteration 16Q: 3 clusters Score -834580.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -834642.312500 Penalty: 2641.285400
	Iteration 17Q: 3 clusters Score -834642.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -834700.687500 Penalty: 2641.285400
	Iteration 18Q: 3 clusters Score -834700.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -834756.750000 Penalty: 2641.285400
	Iteration 19Q: 3 clusters Score -834756.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -834810.187500 Penalty: 2641.285400
	Iteration 20F: 3 clusters Score -834810.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -834851.937500 Penalty: 2641.285400
	Iteration 21Q: 3 clusters Score -834851.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -834886.750000 Penalty: 2641.285400
	Iteration 22Q: 3 clusters Score -834886.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -834906.687500 Penalty: 2641.285400
	Iteration 23Q: 3 clusters Score -834906.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -834927.812500 Penalty: 2641.285400
	Iteration 24Q: 3 clusters Score -834927.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -834939.375000 Penalty: 2641.285400
	Iteration 25Q: 3 clusters Score -834939.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -834950.937500 Penalty: 2641.285400
	Iteration 26Q: 3 clusters Score -834950.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -834959.812500 Penalty: 2641.285400
	Iteration 27Q: 3 clusters Score -834959.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -834968.937500 Penalty: 2641.285400
	Iteration 28Q: 3 clusters Score -834968.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -834975.937500 Penalty: 2641.285400
	Iteration 29Q: 3 clusters Score -834975.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -834981.937500 Penalty: 2641.285400
	Iteration 30Q: 3 clusters Score -834981.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -834986.875000 Penalty: 2641.285400
	Iteration 31Q: 3 clusters Score -834986.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -834991.375000 Penalty: 2641.285400
	Iteration 32Q: 3 clusters Score -834991.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -834995.375000 Penalty: 2641.285400
	Iteration 33Q: 3 clusters Score -834995.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -834998.687500 Penalty: 2641.285400
	Iteration 34Q: 3 clusters Score -834998.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -834999.312500 Penalty: 2641.285400
	Iteration 35Q: 3 clusters Score -834999.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -835000.250000 Penalty: 2641.285400
	Iteration 36Q: 3 clusters Score -835000.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -835000.437500 Penalty: 2641.285400
	Iteration 37Q: 3 clusters Score -835000.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -834998.937500 Penalty: 2641.285400
	Iteration 38Q: 3 clusters Score -834998.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -834999.437500 Penalty: 2641.285400
	Iteration 39Q: 3 clusters Score -834999.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -834999.812500 Penalty: 2641.285400
	Iteration 40F: 3 clusters Score -834999.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -835002.187500 Penalty: 2641.285400
	Iteration 41Q: 3 clusters Score -835002.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -835004.812500 Penalty: 2641.285400
	Iteration 42Q: 3 clusters Score -835004.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -835006.250000 Penalty: 2641.285400
	Iteration 43Q: 3 clusters Score -835006.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -835007.875000 Penalty: 2641.285400
	Iteration 44Q: 3 clusters Score -835007.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -835009.437500 Penalty: 2641.285400
	Iteration 45Q: 3 clusters Score -835009.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -835008.875000 Penalty: 2641.285400
	Iteration 46Q: 3 clusters Score -835008.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -835010.687500 Penalty: 2641.285400
	Iteration 47Q: 3 clusters Score -835010.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -835010.500000 Penalty: 2641.285400
	Iteration 48Q: 3 clusters Score -835010.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -835009.875000 Penalty: 2641.285400
	Iteration 49Q: 3 clusters Score -835009.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -835009.875000 Penalty: 2641.285400
	Iteration 50F: 3 clusters Score -835009.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (40859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40859 members 
Entering Unmasked Estep 
Score: -5024047.500000 Penalty: 1579.941040
	Iteration 0F: 2 clusters Score -5024048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 20403 members 
Entering Unmasked Estep 
Score: -4997592.000000 Penalty: 3159.882080
	Iteration 0F: 3 clusters Score -4997592 nChanged 18570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21232 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -5008037.000000 Penalty: 3159.882080
	Iteration 1F: 3 clusters Score -5008037 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -5008767.000000 Penalty: 3159.882080
	Iteration 2Q: 3 clusters Score -5008767 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22195 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -5009621.000000 Penalty: 3159.882080
	Iteration 3Q: 3 clusters Score -5009621 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -5010564.500000 Penalty: 3159.882080
	Iteration 4Q: 3 clusters Score -5010564 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23632 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -5011691.500000 Penalty: 3159.882080
	Iteration 5F: 3 clusters Score -5011692 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -5012996.500000 Penalty: 3159.882080
	Iteration 6F: 3 clusters Score -5012996 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25516 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -5014408.500000 Penalty: 3159.882080
	Iteration 7F: 3 clusters Score -5014408 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26613 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -5015890.000000 Penalty: 3159.882080
	Iteration 8F: 3 clusters Score -5015890 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27670 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -5017230.000000 Penalty: 3159.882080
	Iteration 9F: 3 clusters Score -5017230 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28577 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -5018333.500000 Penalty: 3159.882080
	Iteration 10Q: 3 clusters Score -5018334 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29401 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -5019115.000000 Penalty: 3159.882080
	Iteration 11Q: 3 clusters Score -5019115 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30094 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -5019603.500000 Penalty: 3159.882080
	Iteration 12Q: 3 clusters Score -5019604 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30702 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -5019947.000000 Penalty: 3159.882080
	Iteration 13Q: 3 clusters Score -5019947 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31292 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -5020228.500000 Penalty: 3159.882080
	Iteration 14Q: 3 clusters Score -5020228 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31883 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -5020509.500000 Penalty: 3159.882080
	Iteration 15Q: 3 clusters Score -5020510 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32434 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -5020741.000000 Penalty: 3159.882080
	Iteration 16Q: 3 clusters Score -5020741 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32913 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -5020960.000000 Penalty: 3159.882080
	Iteration 17Q: 3 clusters Score -5020960 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33366 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -5021155.500000 Penalty: 3159.882080
	Iteration 18Q: 3 clusters Score -5021156 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33789 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -5021351.000000 Penalty: 3159.882080
	Iteration 19Q: 3 clusters Score -5021351 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34165 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -5021529.500000 Penalty: 3159.882080
	Iteration 20F: 3 clusters Score -5021530 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34552 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -5021722.500000 Penalty: 3159.882080
	Iteration 21Q: 3 clusters Score -5021722 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34920 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -5021926.000000 Penalty: 3159.882080
	Iteration 22Q: 3 clusters Score -5021926 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35270 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -5022106.500000 Penalty: 3159.882080
	Iteration 23Q: 3 clusters Score -5022106 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35612 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -5022262.500000 Penalty: 3159.882080
	Iteration 24Q: 3 clusters Score -5022262 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35902 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -5022401.500000 Penalty: 3159.882080
	Iteration 25Q: 3 clusters Score -5022402 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36163 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -5022481.000000 Penalty: 3159.882080
	Iteration 26Q: 3 clusters Score -5022481 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36394 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -5022589.000000 Penalty: 3159.882080
	Iteration 27Q: 3 clusters Score -5022589 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36597 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -5022674.000000 Penalty: 3159.882080
	Iteration 28Q: 3 clusters Score -5022674 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36770 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -5022719.500000 Penalty: 3159.882080
	Iteration 29Q: 3 clusters Score -5022720 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36935 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -5022756.000000 Penalty: 3159.882080
	Iteration 30Q: 3 clusters Score -5022756 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37064 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -5022789.500000 Penalty: 3159.882080
	Iteration 31Q: 3 clusters Score -5022790 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37171 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -5022820.500000 Penalty: 3159.882080
	Iteration 32Q: 3 clusters Score -5022820 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37263 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -5022860.000000 Penalty: 3159.882080
	Iteration 33Q: 3 clusters Score -5022860 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37355 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -5022874.500000 Penalty: 3159.882080
	Iteration 34Q: 3 clusters Score -5022874 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37421 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -5022904.500000 Penalty: 3159.882080
	Iteration 35Q: 3 clusters Score -5022904 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37482 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -5022921.500000 Penalty: 3159.882080
	Iteration 36Q: 3 clusters Score -5022922 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37538 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -5022944.000000 Penalty: 3159.882080
	Iteration 37Q: 3 clusters Score -5022944 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37579 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -5022940.000000 Penalty: 3159.882080
	Iteration 38Q: 3 clusters Score -5022940 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37619 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -5022948.000000 Penalty: 3159.882080
	Iteration 39Q: 3 clusters Score -5022948 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37666 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -5022952.000000 Penalty: 3159.882080
	Iteration 40F: 3 clusters Score -5022952 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37700 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -5022939.000000 Penalty: 3159.882080
	Iteration 41Q: 3 clusters Score -5022939 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37726 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -5022945.500000 Penalty: 3159.882080
	Iteration 42Q: 3 clusters Score -5022946 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37757 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -5022964.500000 Penalty: 3159.882080
	Iteration 43Q: 3 clusters Score -5022964 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37780 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -5022954.500000 Penalty: 3159.882080
	Iteration 44Q: 3 clusters Score -5022954 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37794 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -5022947.500000 Penalty: 3159.882080
	Iteration 45Q: 3 clusters Score -5022948 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37811 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -5022945.500000 Penalty: 3159.882080
	Iteration 46Q: 3 clusters Score -5022946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37821 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -5022940.500000 Penalty: 3159.882080
	Iteration 47Q: 3 clusters Score -5022940 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37836 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -5022944.500000 Penalty: 3159.882080
	Iteration 48Q: 3 clusters Score -5022944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37846 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -5022953.000000 Penalty: 3159.882080
	Iteration 49Q: 3 clusters Score -5022953 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37853 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -5022957.000000 Penalty: 3159.882080
	Iteration 50Q: 3 clusters Score -5022957 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37861 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -5022951.000000 Penalty: 3159.882080
	Iteration 51Q: 3 clusters Score -5022951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37866 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -5022955.500000 Penalty: 3159.882080
	Iteration 52Q: 3 clusters Score -5022956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37873 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -5022958.500000 Penalty: 3159.882080
	Iteration 53Q: 3 clusters Score -5022958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37883 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -5022957.500000 Penalty: 3159.882080
	Iteration 54Q: 3 clusters Score -5022958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37891 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -5022958.000000 Penalty: 3159.882080
	Iteration 55Q: 3 clusters Score -5022958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37900 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -5022967.000000 Penalty: 3159.882080
	Iteration 56Q: 3 clusters Score -5022967 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37914 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -5022968.000000 Penalty: 3159.882080
	Iteration 57Q: 3 clusters Score -5022968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37926 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -5022969.000000 Penalty: 3159.882080
	Iteration 58Q: 3 clusters Score -5022969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37933 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -5022962.000000 Penalty: 3159.882080
	Iteration 59Q: 3 clusters Score -5022962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37941 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -5022962.000000 Penalty: 3159.882080
	Iteration 60F: 3 clusters Score -5022962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37946 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -5022963.000000 Penalty: 3159.882080
	Iteration 61Q: 3 clusters Score -5022963 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37953 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -5022969.000000 Penalty: 3159.882080
	Iteration 62Q: 3 clusters Score -5022969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37959 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -5022973.000000 Penalty: 3159.882080
	Iteration 63Q: 3 clusters Score -5022973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37963 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -5022970.500000 Penalty: 3159.882080
	Iteration 64Q: 3 clusters Score -5022970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37969 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -5022968.000000 Penalty: 3159.882080
	Iteration 65Q: 3 clusters Score -5022968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37976 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -5022967.000000 Penalty: 3159.882080
	Iteration 66Q: 3 clusters Score -5022967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37983 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -5022976.000000 Penalty: 3159.882080
	Iteration 67Q: 3 clusters Score -5022976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37990 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -5022974.500000 Penalty: 3159.882080
	Iteration 68Q: 3 clusters Score -5022974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37998 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -5022977.000000 Penalty: 3159.882080
	Iteration 69Q: 3 clusters Score -5022977 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38007 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -5022984.500000 Penalty: 3159.882080
	Iteration 70Q: 3 clusters Score -5022984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38018 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -5022976.000000 Penalty: 3159.882080
	Iteration 71Q: 3 clusters Score -5022976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38029 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -5022985.000000 Penalty: 3159.882080
	Iteration 72Q: 3 clusters Score -5022985 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38039 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -5022980.500000 Penalty: 3159.882080
	Iteration 73Q: 3 clusters Score -5022980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38049 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -5022980.000000 Penalty: 3159.882080
	Iteration 74Q: 3 clusters Score -5022980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38058 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -5022985.000000 Penalty: 3159.882080
	Iteration 75Q: 3 clusters Score -5022985 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38074 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -5022986.500000 Penalty: 3159.882080
	Iteration 76Q: 3 clusters Score -5022986 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38086 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -5022990.000000 Penalty: 3159.882080
	Iteration 77Q: 3 clusters Score -5022990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38092 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -5022997.000000 Penalty: 3159.882080
	Iteration 78Q: 3 clusters Score -5022997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38094 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -5023005.000000 Penalty: 3159.882080
	Iteration 79Q: 3 clusters Score -5023005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38099 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -5023000.000000 Penalty: 3159.882080
	Iteration 80F: 3 clusters Score -5023000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38103 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -5022999.500000 Penalty: 3159.882080
	Iteration 81Q: 3 clusters Score -5023000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38108 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -5023008.500000 Penalty: 3159.882080
	Iteration 82Q: 3 clusters Score -5023008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38110 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -5023002.000000 Penalty: 3159.882080
	Iteration 83Q: 3 clusters Score -5023002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38112 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -5022999.500000 Penalty: 3159.882080
	Iteration 84Q: 3 clusters Score -5023000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38115 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -5023003.000000 Penalty: 3159.882080
	Iteration 85Q: 3 clusters Score -5023003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38119 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -5023004.000000 Penalty: 3159.882080
	Iteration 86Q: 3 clusters Score -5023004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38120 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -5023005.000000 Penalty: 3159.882080
	Iteration 87Q: 3 clusters Score -5023005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38123 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -5023003.500000 Penalty: 3159.882080
	Iteration 88Q: 3 clusters Score -5023004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38127 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -5023011.500000 Penalty: 3159.882080
	Iteration 89Q: 3 clusters Score -5023012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38129 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -5023006.000000 Penalty: 3159.882080
	Iteration 90Q: 3 clusters Score -5023006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38129 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -5023006.000000 Penalty: 3159.882080
	Iteration 91F: 3 clusters Score -5023006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (22455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22455 members 
Entering Unmasked Estep 
Score: -2839715.750000 Penalty: 1490.867310
	Iteration 0F: 2 clusters Score -2839716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -2825031.750000 Penalty: 2981.734619
	Iteration 0F: 3 clusters Score -2825032 nChanged 9919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -2830391.250000 Penalty: 2981.734619
	Iteration 1F: 3 clusters Score -2830391 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -2830841.250000 Penalty: 2981.734619
	Iteration 2F: 3 clusters Score -2830841 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -2831302.250000 Penalty: 2981.734619
	Iteration 3F: 3 clusters Score -2831302 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -2831831.000000 Penalty: 2981.734619
	Iteration 4Q: 3 clusters Score -2831831 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -2832450.750000 Penalty: 2981.734619
	Iteration 5F: 3 clusters Score -2832451 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -2833202.000000 Penalty: 2981.734619
	Iteration 6F: 3 clusters Score -2833202 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -2834158.250000 Penalty: 2981.734619
	Iteration 7F: 3 clusters Score -2834158 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -2835188.250000 Penalty: 2981.734619
	Iteration 8F: 3 clusters Score -2835188 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19333 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -2836079.500000 Penalty: 2981.734619
	Iteration 9F: 3 clusters Score -2836080 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20240 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -2836848.000000 Penalty: 2981.734619
	Iteration 10Q: 3 clusters Score -2836848 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2837432.500000 Penalty: 2981.734619
	Iteration 11Q: 3 clusters Score -2837432 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21368 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2837833.750000 Penalty: 2981.734619
	Iteration 12Q: 3 clusters Score -2837834 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2838131.750000 Penalty: 2981.734619
	Iteration 13Q: 3 clusters Score -2838132 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -2838292.250000 Penalty: 2981.734619
	Iteration 14Q: 3 clusters Score -2838292 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21914 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -2838408.500000 Penalty: 2981.734619
	Iteration 15Q: 3 clusters Score -2838408 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21972 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2838483.000000 Penalty: 2981.734619
	Iteration 16Q: 3 clusters Score -2838483 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2838550.500000 Penalty: 2981.734619
	Iteration 17Q: 3 clusters Score -2838550 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2838598.250000 Penalty: 2981.734619
	Iteration 18Q: 3 clusters Score -2838598 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22045 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2838625.250000 Penalty: 2981.734619
	Iteration 19Q: 3 clusters Score -2838625 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22045 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2838642.000000 Penalty: 2981.734619
	Iteration 20F: 3 clusters Score -2838642 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22043 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2838650.000000 Penalty: 2981.734619
	Iteration 21Q: 3 clusters Score -2838650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22044 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -2838660.000000 Penalty: 2981.734619
	Iteration 22Q: 3 clusters Score -2838660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2838669.000000 Penalty: 2981.734619
	Iteration 23Q: 3 clusters Score -2838669 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22047 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2838671.250000 Penalty: 2981.734619
	Iteration 24Q: 3 clusters Score -2838671 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22045 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2838680.000000 Penalty: 2981.734619
	Iteration 25Q: 3 clusters Score -2838680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2838682.250000 Penalty: 2981.734619
	Iteration 26Q: 3 clusters Score -2838682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2838686.500000 Penalty: 2981.734619
	Iteration 27Q: 3 clusters Score -2838686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22045 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2838684.750000 Penalty: 2981.734619
	Iteration 28Q: 3 clusters Score -2838685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22044 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -2838685.500000 Penalty: 2981.734619
	Iteration 29Q: 3 clusters Score -2838686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2838685.500000 Penalty: 2981.734619
	Iteration 30Q: 3 clusters Score -2838686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22047 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2838685.250000 Penalty: 2981.734619
	Iteration 31Q: 3 clusters Score -2838685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2838685.750000 Penalty: 2981.734619
	Iteration 32Q: 3 clusters Score -2838686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2838685.750000 Penalty: 2981.734619
	Iteration 33F: 3 clusters Score -2838686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Entering Unmasked Estep 
Score: -803971.937500 Penalty: 1311.572388
	Iteration 0F: 2 clusters Score -803971.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -799211.812500 Penalty: 2623.144775
	Iteration 0F: 3 clusters Score -799211.8 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -800736.375000 Penalty: 2623.144775
	Iteration 1F: 3 clusters Score -800736.4 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -801092.000000 Penalty: 2623.144775
	Iteration 2F: 3 clusters Score -801092 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -801330.437500 Penalty: 2623.144775
	Iteration 3F: 3 clusters Score -801330.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -801508.500000 Penalty: 2623.144775
	Iteration 4Q: 3 clusters Score -801508.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -801650.062500 Penalty: 2623.144775
	Iteration 5Q: 3 clusters Score -801650.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -801761.500000 Penalty: 2623.144775
	Iteration 6Q: 3 clusters Score -801761.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -801866.375000 Penalty: 2623.144775
	Iteration 7Q: 3 clusters Score -801866.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -801982.812500 Penalty: 2623.144775
	Iteration 8Q: 3 clusters Score -801982.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -802097.000000 Penalty: 2623.144775
	Iteration 9Q: 3 clusters Score -802097 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -802213.625000 Penalty: 2623.144775
	Iteration 10Q: 3 clusters Score -802213.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -802333.937500 Penalty: 2623.144775
	Iteration 11Q: 3 clusters Score -802333.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -802464.500000 Penalty: 2623.144775
	Iteration 12Q: 3 clusters Score -802464.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -802565.125000 Penalty: 2623.144775
	Iteration 13Q: 3 clusters Score -802565.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -802643.937500 Penalty: 2623.144775
	Iteration 14Q: 3 clusters Score -802643.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -802692.000000 Penalty: 2623.144775
	Iteration 15Q: 3 clusters Score -802692 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -802727.562500 Penalty: 2623.144775
	Iteration 16Q: 3 clusters Score -802727.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -802753.312500 Penalty: 2623.144775
	Iteration 17Q: 3 clusters Score -802753.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -802782.250000 Penalty: 2623.144775
	Iteration 18Q: 3 clusters Score -802782.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -802804.812500 Penalty: 2623.144775
	Iteration 19Q: 3 clusters Score -802804.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -802827.125000 Penalty: 2623.144775
	Iteration 20F: 3 clusters Score -802827.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -802857.750000 Penalty: 2623.144775
	Iteration 21Q: 3 clusters Score -802857.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -802887.812500 Penalty: 2623.144775
	Iteration 22Q: 3 clusters Score -802887.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -802922.437500 Penalty: 2623.144775
	Iteration 23Q: 3 clusters Score -802922.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -802942.000000 Penalty: 2623.144775
	Iteration 24Q: 3 clusters Score -802942 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -802958.562500 Penalty: 2623.144775
	Iteration 25Q: 3 clusters Score -802958.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -802980.625000 Penalty: 2623.144775
	Iteration 26Q: 3 clusters Score -802980.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -802995.562500 Penalty: 2623.144775
	Iteration 27Q: 3 clusters Score -802995.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -803007.812500 Penalty: 2623.144775
	Iteration 28Q: 3 clusters Score -803007.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -803022.750000 Penalty: 2623.144775
	Iteration 29Q: 3 clusters Score -803022.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -803033.937500 Penalty: 2623.144775
	Iteration 30Q: 3 clusters Score -803033.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -803046.625000 Penalty: 2623.144775
	Iteration 31Q: 3 clusters Score -803046.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -803050.187500 Penalty: 2623.144775
	Iteration 32Q: 3 clusters Score -803050.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -803052.812500 Penalty: 2623.144775
	Iteration 33Q: 3 clusters Score -803052.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -803056.437500 Penalty: 2623.144775
	Iteration 34Q: 3 clusters Score -803056.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -803062.375000 Penalty: 2623.144775
	Iteration 35Q: 3 clusters Score -803062.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -803069.250000 Penalty: 2623.144775
	Iteration 36Q: 3 clusters Score -803069.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -803073.250000 Penalty: 2623.144775
	Iteration 37Q: 3 clusters Score -803073.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -803078.625000 Penalty: 2623.144775
	Iteration 38Q: 3 clusters Score -803078.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -803084.687500 Penalty: 2623.144775
	Iteration 39Q: 3 clusters Score -803084.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -803090.500000 Penalty: 2623.144775
	Iteration 40F: 3 clusters Score -803090.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -803092.812500 Penalty: 2623.144775
	Iteration 41Q: 3 clusters Score -803092.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -803095.625000 Penalty: 2623.144775
	Iteration 42Q: 3 clusters Score -803095.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -803094.937500 Penalty: 2623.144775
	Iteration 43Q: 3 clusters Score -803094.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -803097.437500 Penalty: 2623.144775
	Iteration 44Q: 3 clusters Score -803097.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -803098.812500 Penalty: 2623.144775
	Iteration 45Q: 3 clusters Score -803098.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -803106.187500 Penalty: 2623.144775
	Iteration 46Q: 3 clusters Score -803106.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -803109.500000 Penalty: 2623.144775
	Iteration 47Q: 3 clusters Score -803109.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -803112.687500 Penalty: 2623.144775
	Iteration 48Q: 3 clusters Score -803112.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -803116.812500 Penalty: 2623.144775
	Iteration 49Q: 3 clusters Score -803116.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -803121.125000 Penalty: 2623.144775
	Iteration 50Q: 3 clusters Score -803121.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -803121.750000 Penalty: 2623.144775
	Iteration 51Q: 3 clusters Score -803121.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -803125.437500 Penalty: 2623.144775
	Iteration 52Q: 3 clusters Score -803125.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -803130.187500 Penalty: 2623.144775
	Iteration 53Q: 3 clusters Score -803130.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -803133.687500 Penalty: 2623.144775
	Iteration 54Q: 3 clusters Score -803133.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -803136.000000 Penalty: 2623.144775
	Iteration 55Q: 3 clusters Score -803136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -803136.125000 Penalty: 2623.144775
	Iteration 56Q: 3 clusters Score -803136.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -803138.687500 Penalty: 2623.144775
	Iteration 57Q: 3 clusters Score -803138.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -803143.062500 Penalty: 2623.144775
	Iteration 58Q: 3 clusters Score -803143.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -803148.562500 Penalty: 2623.144775
	Iteration 59Q: 3 clusters Score -803148.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -803150.500000 Penalty: 2623.144775
	Iteration 60F: 3 clusters Score -803150.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -803151.125000 Penalty: 2623.144775
	Iteration 61Q: 3 clusters Score -803151.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -803154.687500 Penalty: 2623.144775
	Iteration 62Q: 3 clusters Score -803154.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -803155.625000 Penalty: 2623.144775
	Iteration 63Q: 3 clusters Score -803155.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -803157.687500 Penalty: 2623.144775
	Iteration 64Q: 3 clusters Score -803157.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -803157.937500 Penalty: 2623.144775
	Iteration 65Q: 3 clusters Score -803157.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -803156.812500 Penalty: 2623.144775
	Iteration 66Q: 3 clusters Score -803156.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -803156.812500 Penalty: 2623.144775
	Iteration 67F: 3 clusters Score -803156.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Entering Unmasked Estep 
Score: -516444.500000 Penalty: 1249.347778
	Iteration 0F: 2 clusters Score -516444.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -513098.156250 Penalty: 2498.695557
	Iteration 0F: 3 clusters Score -513098.2 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -514122.593750 Penalty: 2498.695557
	Iteration 1F: 3 clusters Score -514122.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -514340.406250 Penalty: 2498.695557
	Iteration 2F: 3 clusters Score -514340.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -514518.781250 Penalty: 2498.695557
	Iteration 3F: 3 clusters Score -514518.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -514655.375000 Penalty: 2498.695557
	Iteration 4Q: 3 clusters Score -514655.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -514781.906250 Penalty: 2498.695557
	Iteration 5Q: 3 clusters Score -514781.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -514898.156250 Penalty: 2498.695557
	Iteration 6Q: 3 clusters Score -514898.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -514994.906250 Penalty: 2498.695557
	Iteration 7Q: 3 clusters Score -514994.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -515097.531250 Penalty: 2498.695557
	Iteration 8Q: 3 clusters Score -515097.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -515195.375000 Penalty: 2498.695557
	Iteration 9Q: 3 clusters Score -515195.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -515280.500000 Penalty: 2498.695557
	Iteration 10Q: 3 clusters Score -515280.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -515350.531250 Penalty: 2498.695557
	Iteration 11Q: 3 clusters Score -515350.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -515413.781250 Penalty: 2498.695557
	Iteration 12Q: 3 clusters Score -515413.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -515481.750000 Penalty: 2498.695557
	Iteration 13Q: 3 clusters Score -515481.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -515527.218750 Penalty: 2498.695557
	Iteration 14Q: 3 clusters Score -515527.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -515587.187500 Penalty: 2498.695557
	Iteration 15Q: 3 clusters Score -515587.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -515645.156250 Penalty: 2498.695557
	Iteration 16Q: 3 clusters Score -515645.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -515692.125000 Penalty: 2498.695557
	Iteration 17Q: 3 clusters Score -515692.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -515738.281250 Penalty: 2498.695557
	Iteration 18Q: 3 clusters Score -515738.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -515780.312500 Penalty: 2498.695557
	Iteration 19Q: 3 clusters Score -515780.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -515808.281250 Penalty: 2498.695557
	Iteration 20F: 3 clusters Score -515808.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -515824.062500 Penalty: 2498.695557
	Iteration 21Q: 3 clusters Score -515824.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -515840.312500 Penalty: 2498.695557
	Iteration 22Q: 3 clusters Score -515840.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -515850.218750 Penalty: 2498.695557
	Iteration 23Q: 3 clusters Score -515850.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -515856.500000 Penalty: 2498.695557
	Iteration 24Q: 3 clusters Score -515856.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -515864.843750 Penalty: 2498.695557
	Iteration 25Q: 3 clusters Score -515864.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -515867.500000 Penalty: 2498.695557
	Iteration 26Q: 3 clusters Score -515867.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -515872.937500 Penalty: 2498.695557
	Iteration 27Q: 3 clusters Score -515872.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -515875.000000 Penalty: 2498.695557
	Iteration 28Q: 3 clusters Score -515875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -515877.218750 Penalty: 2498.695557
	Iteration 29Q: 3 clusters Score -515877.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -515882.187500 Penalty: 2498.695557
	Iteration 30Q: 3 clusters Score -515882.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -515883.968750 Penalty: 2498.695557
	Iteration 31Q: 3 clusters Score -515884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -515887.781250 Penalty: 2498.695557
	Iteration 32Q: 3 clusters Score -515887.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -515891.000000 Penalty: 2498.695557
	Iteration 33Q: 3 clusters Score -515891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -515893.500000 Penalty: 2498.695557
	Iteration 34Q: 3 clusters Score -515893.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -515896.125000 Penalty: 2498.695557
	Iteration 35Q: 3 clusters Score -515896.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -515897.718750 Penalty: 2498.695557
	Iteration 36Q: 3 clusters Score -515897.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -515901.218750 Penalty: 2498.695557
	Iteration 37Q: 3 clusters Score -515901.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -515903.437500 Penalty: 2498.695557
	Iteration 38Q: 3 clusters Score -515903.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -515907.406250 Penalty: 2498.695557
	Iteration 39Q: 3 clusters Score -515907.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -515909.468750 Penalty: 2498.695557
	Iteration 40F: 3 clusters Score -515909.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -515912.281250 Penalty: 2498.695557
	Iteration 41Q: 3 clusters Score -515912.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -515914.281250 Penalty: 2498.695557
	Iteration 42Q: 3 clusters Score -515914.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -515915.156250 Penalty: 2498.695557
	Iteration 43Q: 3 clusters Score -515915.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -515915.156250 Penalty: 2498.695557
	Iteration 44F: 3 clusters Score -515915.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Entering Unmasked Estep 
Score: -94145.484375 Penalty: 1035.275635
	Iteration 0F: 2 clusters Score -94145.48 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 523 members 
Entering Unmasked Estep 
Score: -92969.828125 Penalty: 2070.551270
	Iteration 0F: 3 clusters Score -92969.83 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -93482.757812 Penalty: 2070.551270
	Iteration 1F: 3 clusters Score -93482.76 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -93967.976562 Penalty: 2070.551270
	Iteration 2F: 3 clusters Score -93967.98 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -94308.343750 Penalty: 2070.551270
	Iteration 3F: 3 clusters Score -94308.34 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -94453.625000 Penalty: 2070.551270
	Iteration 4F: 3 clusters Score -94453.62 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -94539.710938 Penalty: 2070.551270
	Iteration 5Q: 3 clusters Score -94539.71 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -94629.070312 Penalty: 2070.551270
	Iteration 6Q: 3 clusters Score -94629.07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -94711.156250 Penalty: 2070.551270
	Iteration 7Q: 3 clusters Score -94711.16 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -94771.000000 Penalty: 2070.551270
	Iteration 8Q: 3 clusters Score -94771 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -94790.375000 Penalty: 2070.551270
	Iteration 9Q: 3 clusters Score -94790.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -94823.742188 Penalty: 2070.551270
	Iteration 10Q: 3 clusters Score -94823.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -94835.046875 Penalty: 2070.551270
	Iteration 11Q: 3 clusters Score -94835.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -94840.273438 Penalty: 2070.551270
	Iteration 12Q: 3 clusters Score -94840.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -94840.273438 Penalty: 2070.551270
	Iteration 13F: 3 clusters Score -94840.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 6922 members 
Mstep: Class 3 contains 38096 members 
Mstep: Class 4 contains 34746 members 
Mstep: Class 5 contains 82002 members 
Mstep: Class 6 contains 23970 members 
Mstep: Class 7 contains 12655 members 
Mstep: Class 8 contains 9134 members 
Mstep: Class 9 contains 78811 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 1247 members 
Mstep: Class 12 contains 71777 members 
Mstep: Class 13 contains 35479 members 
Mstep: Class 14 contains 3270 members 
Mstep: Class 15 contains 5312 members 
Mstep: Class 16 contains 17395 members 
Mstep: Class 17 contains 10250 members 
Mstep: Class 18 contains 31964 members 
Mstep: Class 19 contains 64289 members 
Mstep: Class 20 contains 1848 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 8751 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 10091 members 
Mstep: Class 25 contains 7153 members 
Mstep: Class 26 contains 40859 members 
Mstep: Class 27 contains 22455 members 
Mstep: Class 28 contains 6730 members 
Mstep: Class 29 contains 4430 members 
Mstep: Class 30 contains 688 members 
Mstep: Class 31 contains 10227 members 
Mstep: Class 32 contains 736 members 
Mstep: Class 33 contains 1140 members 
Mstep: Class 34 contains 358 members 
Mstep: Class 35 contains 164 members 
Mstep: Class 36 contains 363 members 
Entering Unmasked Estep 
Score: -80972896.000000 Penalty: 71836.898438
Splitting cluster 30 changes total score from -80970256.000000 to -80972896.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 31 (10227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Entering Unmasked Estep 
Score: -1244143.875000 Penalty: 1373.838623
	Iteration 0F: 2 clusters Score -1244144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1237267.875000 Penalty: 2747.677246
	Iteration 0F: 3 clusters Score -1237268 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1239522.250000 Penalty: 2747.677246
	Iteration 1F: 3 clusters Score -1239522 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1239826.375000 Penalty: 2747.677246
	Iteration 2F: 3 clusters Score -1239826 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1240041.125000 Penalty: 2747.677246
	Iteration 3Q: 3 clusters Score -1240041 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1240224.500000 Penalty: 2747.677246
	Iteration 4Q: 3 clusters Score -1240224 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1240388.500000 Penalty: 2747.677246
	Iteration 5Q: 3 clusters Score -1240388 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1240566.625000 Penalty: 2747.677246
	Iteration 6Q: 3 clusters Score -1240567 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1240752.375000 Penalty: 2747.677246
	Iteration 7Q: 3 clusters Score -1240752 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1240939.250000 Penalty: 2747.677246
	Iteration 8Q: 3 clusters Score -1240939 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1241152.625000 Penalty: 2747.677246
	Iteration 9Q: 3 clusters Score -1241153 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1241400.750000 Penalty: 2747.677246
	Iteration 10Q: 3 clusters Score -1241401 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1241663.625000 Penalty: 2747.677246
	Iteration 11Q: 3 clusters Score -1241664 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1241982.375000 Penalty: 2747.677246
	Iteration 12Q: 3 clusters Score -1241982 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1242330.500000 Penalty: 2747.677246
	Iteration 13Q: 3 clusters Score -1242330 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1242642.000000 Penalty: 2747.677246
	Iteration 14Q: 3 clusters Score -1242642 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1242873.875000 Penalty: 2747.677246
	Iteration 15Q: 3 clusters Score -1242874 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1243044.375000 Penalty: 2747.677246
	Iteration 16Q: 3 clusters Score -1243044 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1243159.625000 Penalty: 2747.677246
	Iteration 17Q: 3 clusters Score -1243160 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1243245.625000 Penalty: 2747.677246
	Iteration 18Q: 3 clusters Score -1243246 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1243305.250000 Penalty: 2747.677246
	Iteration 19Q: 3 clusters Score -1243305 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1243355.750000 Penalty: 2747.677246
	Iteration 20F: 3 clusters Score -1243356 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1243387.125000 Penalty: 2747.677246
	Iteration 21Q: 3 clusters Score -1243387 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1243413.000000 Penalty: 2747.677246
	Iteration 22Q: 3 clusters Score -1243413 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1243439.375000 Penalty: 2747.677246
	Iteration 23Q: 3 clusters Score -1243439 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1243466.750000 Penalty: 2747.677246
	Iteration 24Q: 3 clusters Score -1243467 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1243489.125000 Penalty: 2747.677246
	Iteration 25Q: 3 clusters Score -1243489 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1243516.750000 Penalty: 2747.677246
	Iteration 26Q: 3 clusters Score -1243517 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1243534.375000 Penalty: 2747.677246
	Iteration 27Q: 3 clusters Score -1243534 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1243546.250000 Penalty: 2747.677246
	Iteration 28Q: 3 clusters Score -1243546 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1243550.125000 Penalty: 2747.677246
	Iteration 29Q: 3 clusters Score -1243550 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1243565.000000 Penalty: 2747.677246
	Iteration 30Q: 3 clusters Score -1243565 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1243574.125000 Penalty: 2747.677246
	Iteration 31Q: 3 clusters Score -1243574 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1243581.125000 Penalty: 2747.677246
	Iteration 32Q: 3 clusters Score -1243581 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1243584.125000 Penalty: 2747.677246
	Iteration 33Q: 3 clusters Score -1243584 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1243590.625000 Penalty: 2747.677246
	Iteration 34Q: 3 clusters Score -1243591 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1243594.875000 Penalty: 2747.677246
	Iteration 35Q: 3 clusters Score -1243595 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1243601.500000 Penalty: 2747.677246
	Iteration 36Q: 3 clusters Score -1243602 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1243609.125000 Penalty: 2747.677246
	Iteration 37Q: 3 clusters Score -1243609 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1243614.375000 Penalty: 2747.677246
	Iteration 38Q: 3 clusters Score -1243614 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1243621.500000 Penalty: 2747.677246
	Iteration 39Q: 3 clusters Score -1243622 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1243627.500000 Penalty: 2747.677246
	Iteration 40F: 3 clusters Score -1243628 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1243628.625000 Penalty: 2747.677246
	Iteration 41Q: 3 clusters Score -1243629 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1243628.250000 Penalty: 2747.677246
	Iteration 42Q: 3 clusters Score -1243628 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1243633.875000 Penalty: 2747.677246
	Iteration 43Q: 3 clusters Score -1243634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1243633.250000 Penalty: 2747.677246
	Iteration 44Q: 3 clusters Score -1243633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1243634.125000 Penalty: 2747.677246
	Iteration 45Q: 3 clusters Score -1243634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1243632.625000 Penalty: 2747.677246
	Iteration 46Q: 3 clusters Score -1243633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1243638.375000 Penalty: 2747.677246
	Iteration 47Q: 3 clusters Score -1243638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1243643.875000 Penalty: 2747.677246
	Iteration 48Q: 3 clusters Score -1243644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1243644.875000 Penalty: 2747.677246
	Iteration 49Q: 3 clusters Score -1243645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1243639.750000 Penalty: 2747.677246
	Iteration 50Q: 3 clusters Score -1243640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1243639.750000 Penalty: 2747.677246
	Iteration 51F: 3 clusters Score -1243640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Entering Unmasked Estep 
Score: -52087.929688 Penalty: 982.263062
	Iteration 0F: 2 clusters Score -52087.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -51153.539062 Penalty: 1964.526123
	Iteration 0F: 3 clusters Score -51153.54 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -51778.289062 Penalty: 1964.526123
	Iteration 1F: 3 clusters Score -51778.29 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -52260.941406 Penalty: 1964.526123
	Iteration 2F: 3 clusters Score -52260.94 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -52662.289062 Penalty: 1964.526123
	Iteration 3F: 3 clusters Score -52662.29 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -53100.574219 Penalty: 1964.526123
	Iteration 4F: 3 clusters Score -53100.57 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -53281.656250 Penalty: 1964.526123
	Iteration 5Q: 3 clusters Score -53281.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -53363.457031 Penalty: 1964.526123
	Iteration 6Q: 3 clusters Score -53363.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -53379.917969 Penalty: 1964.526123
	Iteration 7Q: 3 clusters Score -53379.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -53393.851562 Penalty: 1964.526123
	Iteration 8Q: 3 clusters Score -53393.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -53407.503906 Penalty: 1964.526123
	Iteration 9Q: 3 clusters Score -53407.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -53407.503906 Penalty: 1964.526123
	Iteration 10F: 3 clusters Score -53407.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 6922 members 
Mstep: Class 3 contains 38096 members 
Mstep: Class 4 contains 34746 members 
Mstep: Class 5 contains 82002 members 
Mstep: Class 6 contains 23970 members 
Mstep: Class 7 contains 12655 members 
Mstep: Class 8 contains 9134 members 
Mstep: Class 9 contains 78811 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 1247 members 
Mstep: Class 12 contains 71777 members 
Mstep: Class 13 contains 35479 members 
Mstep: Class 14 contains 3270 members 
Mstep: Class 15 contains 5312 members 
Mstep: Class 16 contains 17395 members 
Mstep: Class 17 contains 10250 members 
Mstep: Class 18 contains 31964 members 
Mstep: Class 19 contains 64289 members 
Mstep: Class 20 contains 1848 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 8751 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 10091 members 
Mstep: Class 25 contains 7153 members 
Mstep: Class 26 contains 40859 members 
Mstep: Class 27 contains 22455 members 
Mstep: Class 28 contains 6730 members 
Mstep: Class 29 contains 4430 members 
Mstep: Class 30 contains 688 members 
Mstep: Class 31 contains 10227 members 
Mstep: Class 32 contains 370 members 
Mstep: Class 33 contains 1140 members 
Mstep: Class 34 contains 358 members 
Mstep: Class 35 contains 164 members 
Mstep: Class 36 contains 363 members 
Mstep: Class 37 contains 366 members 
Entering Unmasked Estep 
Score: -80973256.000000 Penalty: 73832.367188
Splitting cluster 32 changes total score from -80970256.000000 to -80973256.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 33 (1140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Entering Unmasked Estep 
Score: -132022.546875 Penalty: 1047.370972
	Iteration 0F: 2 clusters Score -132022.5 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 555 members 
Entering Unmasked Estep 
Score: -130697.273438 Penalty: 2094.741943
	Iteration 0F: 3 clusters Score -130697.3 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -130963.632812 Penalty: 2094.741943
	Iteration 1F: 3 clusters Score -130963.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -131035.843750 Penalty: 2094.741943
	Iteration 2Q: 3 clusters Score -131035.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -131071.375000 Penalty: 2094.741943
	Iteration 3Q: 3 clusters Score -131071.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -131099.093750 Penalty: 2094.741943
	Iteration 4Q: 3 clusters Score -131099.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -131120.015625 Penalty: 2094.741943
	Iteration 5Q: 3 clusters Score -131120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -131136.687500 Penalty: 2094.741943
	Iteration 6Q: 3 clusters Score -131136.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -131142.906250 Penalty: 2094.741943
	Iteration 7Q: 3 clusters Score -131142.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -131149.718750 Penalty: 2094.741943
	Iteration 8Q: 3 clusters Score -131149.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -131153.937500 Penalty: 2094.741943
	Iteration 9Q: 3 clusters Score -131153.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -131158.359375 Penalty: 2094.741943
	Iteration 10Q: 3 clusters Score -131158.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -131159.000000 Penalty: 2094.741943
	Iteration 11Q: 3 clusters Score -131159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -131160.937500 Penalty: 2094.741943
	Iteration 12Q: 3 clusters Score -131160.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -131164.171875 Penalty: 2094.741943
	Iteration 13Q: 3 clusters Score -131164.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -131165.078125 Penalty: 2094.741943
	Iteration 14Q: 3 clusters Score -131165.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -131166.062500 Penalty: 2094.741943
	Iteration 15Q: 3 clusters Score -131166.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -131166.062500 Penalty: 2094.741943
	Iteration 16F: 3 clusters Score -131166.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 6922 members 
Mstep: Class 3 contains 38096 members 
Mstep: Class 4 contains 34746 members 
Mstep: Class 5 contains 82002 members 
Mstep: Class 6 contains 23970 members 
Mstep: Class 7 contains 12655 members 
Mstep: Class 8 contains 9134 members 
Mstep: Class 9 contains 78811 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 1247 members 
Mstep: Class 12 contains 71777 members 
Mstep: Class 13 contains 35479 members 
Mstep: Class 14 contains 3270 members 
Mstep: Class 15 contains 5312 members 
Mstep: Class 16 contains 17395 members 
Mstep: Class 17 contains 10250 members 
Mstep: Class 18 contains 31964 members 
Mstep: Class 19 contains 64289 members 
Mstep: Class 20 contains 1848 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 8751 members 
Mstep: Class 23 contains 247 members 
Mstep: Class 24 contains 10091 members 
Mstep: Class 25 contains 7153 members 
Mstep: Class 26 contains 40859 members 
Mstep: Class 27 contains 22455 members 
Mstep: Class 28 contains 6730 members 
Mstep: Class 29 contains 4430 members 
Mstep: Class 30 contains 688 members 
Mstep: Class 31 contains 10227 members 
Mstep: Class 32 contains 370 members 
Mstep: Class 33 contains 1140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80973360.000000 Penalty: 73832.367188
Iteration 119Q: 38 clusters Score -8.097336e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 6921 members 
Mstep: Class 3 contains 38082 members 
Mstep: Class 4 contains 34746 members 
Mstep: Class 5 contains 82097 members 
Mstep: Class 6 contains 23968 members 
Mstep: Class 7 contains 12695 members 
Mstep: Class 8 contains 9130 members 
Mstep: Class 9 contains 78643 members 
Mstep: Class 10 contains 526 members 
Mstep: Class 11 contains 1247 members 
Mstep: Class 12 contains 71889 members 
Mstep: Class 13 contains 35441 members 
Mstep: Class 14 contains 3269 members 
Mstep: Class 15 contains 5322 members 
Mstep: Class 16 contains 17399 members 
Mstep: Class 17 contains 10249 members 
Mstep: Class 18 contains 31959 members 
Mstep: Class 19 contains 64290 members 
Mstep: Class 20 contains 1846 members 
Mstep: Class 21 contains 1172 members 
Mstep: Class 22 contains 8750 members 
Mstep: Class 23 contains 242 members 
Mstep: Class 24 contains 10096 members 
Mstep: Class 25 contains 7125 members 
Mstep: Class 26 contains 40866 members 
Mstep: Class 27 contains 22455 members 
Mstep: Class 28 contains 6718 members 
Mstep: Class 29 contains 4428 members 
Mstep: Class 30 contains 681 members 
Mstep: Class 31 contains 10231 members 
Mstep: Class 32 contains 383 members 
Mstep: Class 33 contains 1140 members 
Mstep: Class 34 contains 358 members 
Mstep: Class 35 contains 157 members 
Mstep: Class 36 contains 351 members 
Mstep: Class 37 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80973632.000000 Penalty: 73832.367188
Iteration 120F: 38 clusters Score -8.097363e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 6918 members 
Mstep: Class 3 contains 38060 members 
Mstep: Class 4 contains 34746 members 
Mstep: Class 5 contains 82176 members 
Mstep: Class 6 contains 23971 members 
Mstep: Class 7 contains 12734 members 
Mstep: Class 8 contains 9127 members 
Mstep: Class 9 contains 78468 members 
Mstep: Class 10 contains 541 members 
Mstep: Class 11 contains 1247 members 
Mstep: Class 12 contains 72030 members 
Mstep: Class 13 contains 35396 members 
Mstep: Class 14 contains 3268 members 
Mstep: Class 15 contains 5327 members 
Mstep: Class 16 contains 17409 members 
Mstep: Class 17 contains 10250 members 
Mstep: Class 18 contains 31952 members 
Mstep: Class 19 contains 64291 members 
Mstep: Class 20 contains 1843 members 
Mstep: Class 21 contains 1159 members 
Mstep: Class 22 contains 8746 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 10100 members 
Mstep: Class 25 contains 7100 members 
Mstep: Class 26 contains 40874 members 
Mstep: Class 27 contains 22455 members 
Mstep: Class 28 contains 6702 members 
Mstep: Class 29 contains 4435 members 
Mstep: Class 30 contains 679 members 
Mstep: Class 31 contains 10233 members 
Mstep: Class 32 contains 387 members 
Mstep: Class 33 contains 1139 members 
Mstep: Class 34 contains 375 members 
Mstep: Class 35 contains 156 members 
Mstep: Class 36 contains 339 members 
Mstep: Class 37 contains 366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80974200.000000 Penalty: 73832.367188
Iteration 121Q: 38 clusters Score -8.09742e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 6916 members 
Mstep: Class 3 contains 38060 members 
Mstep: Class 4 contains 34744 members 
Mstep: Class 5 contains 82290 members 
Mstep: Class 6 contains 23971 members 
Mstep: Class 7 contains 12775 members 
Mstep: Class 8 contains 9124 members 
Mstep: Class 9 contains 78255 members 
Mstep: Class 10 contains 553 members 
Mstep: Class 11 contains 1246 members 
Mstep: Class 12 contains 72149 members 
Mstep: Class 13 contains 35349 members 
Mstep: Class 14 contains 3264 members 
Mstep: Class 15 contains 5337 members 
Mstep: Class 16 contains 17419 members 
Mstep: Class 17 contains 10253 members 
Mstep: Class 18 contains 31931 members 
Mstep: Class 19 contains 64287 members 
Mstep: Class 20 contains 1843 members 
Mstep: Class 21 contains 1156 members 
Mstep: Class 22 contains 8747 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 10108 members 
Mstep: Class 25 contains 7082 members 
Mstep: Class 26 contains 40878 members 
Mstep: Class 27 contains 22455 members 
Mstep: Class 28 contains 6694 members 
Mstep: Class 29 contains 4440 members 
Mstep: Class 30 contains 672 members 
Mstep: Class 31 contains 10236 members 
Mstep: Class 32 contains 390 members 
Mstep: Class 33 contains 1138 members 
Mstep: Class 34 contains 385 members 
Mstep: Class 35 contains 154 members 
Mstep: Class 36 contains 332 members 
Mstep: Class 37 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80974440.000000 Penalty: 73832.367188
Iteration 122Q: 38 clusters Score -8.097444e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 6914 members 
Mstep: Class 3 contains 38022 members 
Mstep: Class 4 contains 34746 members 
Mstep: Class 5 contains 82404 members 
Mstep: Class 6 contains 23971 members 
Mstep: Class 7 contains 12812 members 
Mstep: Class 8 contains 9118 members 
Mstep: Class 9 contains 78073 members 
Mstep: Class 10 contains 563 members 
Mstep: Class 11 contains 1247 members 
Mstep: Class 12 contains 72261 members 
Mstep: Class 13 contains 35303 members 
Mstep: Class 14 contains 3264 members 
Mstep: Class 15 contains 5346 members 
Mstep: Class 16 contains 17422 members 
Mstep: Class 17 contains 10251 members 
Mstep: Class 18 contains 31913 members 
Mstep: Class 19 contains 64291 members 
Mstep: Class 20 contains 1843 members 
Mstep: Class 21 contains 1159 members 
Mstep: Class 22 contains 8747 members 
Mstep: Class 23 contains 239 members 
Mstep: Class 24 contains 10112 members 
Mstep: Class 25 contains 7066 members 
Mstep: Class 26 contains 40903 members 
Mstep: Class 27 contains 22453 members 
Mstep: Class 28 contains 6686 members 
Mstep: Class 29 contains 4443 members 
Mstep: Class 30 contains 669 members 
Mstep: Class 31 contains 10235 members 
Mstep: Class 32 contains 391 members 
Mstep: Class 33 contains 1138 members 
Mstep: Class 34 contains 391 members 
Mstep: Class 35 contains 153 members 
Mstep: Class 36 contains 323 members 
Mstep: Class 37 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80974688.000000 Penalty: 73832.367188
Iteration 123Q: 38 clusters Score -8.097469e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 6914 members 
Mstep: Class 3 contains 37986 members 
Mstep: Class 4 contains 34746 members 
Mstep: Class 5 contains 82536 members 
Mstep: Class 6 contains 23972 members 
Mstep: Class 7 contains 12845 members 
Mstep: Class 8 contains 9111 members 
Mstep: Class 9 contains 77877 members 
Mstep: Class 10 contains 577 members 
Mstep: Class 11 contains 1250 members 
Mstep: Class 12 contains 72354 members 
Mstep: Class 13 contains 35249 members 
Mstep: Class 14 contains 3263 members 
Mstep: Class 15 contains 5358 members 
Mstep: Class 16 contains 17428 members 
Mstep: Class 17 contains 10250 members 
Mstep: Class 18 contains 31898 members 
Mstep: Class 19 contains 64291 members 
Mstep: Class 20 contains 1843 members 
Mstep: Class 21 contains 1171 members 
Mstep: Class 22 contains 8747 members 
Mstep: Class 23 contains 239 members 
Mstep: Class 24 contains 10115 members 
Mstep: Class 25 contains 7051 members 
Mstep: Class 26 contains 40932 members 
Mstep: Class 27 contains 22452 members 
Mstep: Class 28 contains 6679 members 
Mstep: Class 29 contains 4449 members 
Mstep: Class 30 contains 663 members 
Mstep: Class 31 contains 10233 members 
Mstep: Class 32 contains 391 members 
Mstep: Class 33 contains 1138 members 
Mstep: Class 34 contains 396 members 
Mstep: Class 35 contains 153 members 
Mstep: Class 36 contains 315 members 
Mstep: Class 37 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80974880.000000 Penalty: 73832.367188
Iteration 124Q: 38 clusters Score -8.097488e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 6914 members 
Mstep: Class 3 contains 37962 members 
Mstep: Class 4 contains 34745 members 
Mstep: Class 5 contains 82696 members 
Mstep: Class 6 contains 23971 members 
Mstep: Class 7 contains 12878 members 
Mstep: Class 8 contains 9103 members 
Mstep: Class 9 contains 77684 members 
Mstep: Class 10 contains 585 members 
Mstep: Class 11 contains 1252 members 
Mstep: Class 12 contains 72417 members 
Mstep: Class 13 contains 35187 members 
Mstep: Class 14 contains 3263 members 
Mstep: Class 15 contains 5373 members 
Mstep: Class 16 contains 17429 members 
Mstep: Class 17 contains 10250 members 
Mstep: Class 18 contains 31877 members 
Mstep: Class 19 contains 64297 members 
Mstep: Class 20 contains 1842 members 
Mstep: Class 21 contains 1183 members 
Mstep: Class 22 contains 8747 members 
Mstep: Class 23 contains 240 members 
Mstep: Class 24 contains 10117 members 
Mstep: Class 25 contains 7043 members 
Mstep: Class 26 contains 40969 members 
Mstep: Class 27 contains 22452 members 
Mstep: Class 28 contains 6663 members 
Mstep: Class 29 contains 4453 members 
Mstep: Class 30 contains 659 members 
Mstep: Class 31 contains 10232 members 
Mstep: Class 32 contains 391 members 
Mstep: Class 33 contains 1138 members 
Mstep: Class 34 contains 397 members 
Mstep: Class 35 contains 153 members 
Mstep: Class 36 contains 310 members 
Mstep: Class 37 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80974944.000000 Penalty: 73832.367188
Iteration 125Q: 38 clusters Score -8.097494e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 6913 members 
Mstep: Class 3 contains 37922 members 
Mstep: Class 4 contains 34747 members 
Mstep: Class 5 contains 82845 members 
Mstep: Class 6 contains 23976 members 
Mstep: Class 7 contains 12926 members 
Mstep: Class 8 contains 9104 members 
Mstep: Class 9 contains 77516 members 
Mstep: Class 10 contains 588 members 
Mstep: Class 11 contains 1253 members 
Mstep: Class 12 contains 72476 members 
Mstep: Class 13 contains 35151 members 
Mstep: Class 14 contains 3263 members 
Mstep: Class 15 contains 5385 members 
Mstep: Class 16 contains 17425 members 
Mstep: Class 17 contains 10248 members 
Mstep: Class 18 contains 31865 members 
Mstep: Class 19 contains 64296 members 
Mstep: Class 20 contains 1840 members 
Mstep: Class 21 contains 1187 members 
Mstep: Class 22 contains 8747 members 
Mstep: Class 23 contains 240 members 
Mstep: Class 24 contains 10124 members 
Mstep: Class 25 contains 7024 members 
Mstep: Class 26 contains 40974 members 
Mstep: Class 27 contains 22453 members 
Mstep: Class 28 contains 6652 members 
Mstep: Class 29 contains 4455 members 
Mstep: Class 30 contains 659 members 
Mstep: Class 31 contains 10233 members 
Mstep: Class 32 contains 391 members 
Mstep: Class 33 contains 1139 members 
Mstep: Class 34 contains 397 members 
Mstep: Class 35 contains 153 members 
Mstep: Class 36 contains 307 members 
Mstep: Class 37 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80975208.000000 Penalty: 73832.367188
Iteration 126Q: 38 clusters Score -8.097521e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 6914 members 
Mstep: Class 3 contains 37863 members 
Mstep: Class 4 contains 34753 members 
Mstep: Class 5 contains 83041 members 
Mstep: Class 6 contains 23980 members 
Mstep: Class 7 contains 12954 members 
Mstep: Class 8 contains 9105 members 
Mstep: Class 9 contains 77390 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 11 contains 1254 members 
Mstep: Class 12 contains 72474 members 
Mstep: Class 13 contains 35100 members 
Mstep: Class 14 contains 3262 members 
Mstep: Class 15 contains 5394 members 
Mstep: Class 16 contains 17428 members 
Mstep: Class 17 contains 10244 members 
Mstep: Class 18 contains 31862 members 
Mstep: Class 19 contains 64300 members 
Mstep: Class 20 contains 1839 members 
Mstep: Class 21 contains 1194 members 
Mstep: Class 22 contains 8747 members 
Mstep: Class 23 contains 240 members 
Mstep: Class 24 contains 10132 members 
Mstep: Class 25 contains 7004 members 
Mstep: Class 26 contains 40988 members 
Mstep: Class 27 contains 22453 members 
Mstep: Class 28 contains 6635 members 
Mstep: Class 29 contains 4456 members 
Mstep: Class 30 contains 657 members 
Mstep: Class 31 contains 10234 members 
Mstep: Class 32 contains 391 members 
Mstep: Class 33 contains 1139 members 
Mstep: Class 34 contains 397 members 
Mstep: Class 35 contains 153 members 
Mstep: Class 36 contains 304 members 
Mstep: Class 37 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80975456.000000 Penalty: 73832.367188
Iteration 127Q: 38 clusters Score -8.097546e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 6914 members 
Mstep: Class 3 contains 37797 members 
Mstep: Class 4 contains 34753 members 
Mstep: Class 5 contains 83290 members 
Mstep: Class 6 contains 23984 members 
Mstep: Class 7 contains 12975 members 
Mstep: Class 8 contains 9102 members 
Mstep: Class 9 contains 77294 members 
Mstep: Class 10 contains 596 members 
Mstep: Class 11 contains 1255 members 
Mstep: Class 12 contains 72408 members 
Mstep: Class 13 contains 35065 members 
Mstep: Class 14 contains 3262 members 
Mstep: Class 15 contains 5408 members 
Mstep: Class 16 contains 17431 members 
Mstep: Class 17 contains 10245 members 
Mstep: Class 18 contains 31850 members 
Mstep: Class 19 contains 64314 members 
Mstep: Class 20 contains 1841 members 
Mstep: Class 21 contains 1195 members 
Mstep: Class 22 contains 8747 members 
Mstep: Class 23 contains 240 members 
Mstep: Class 24 contains 10137 members 
Mstep: Class 25 contains 6985 members 
Mstep: Class 26 contains 40980 members 
Mstep: Class 27 contains 22453 members 
Mstep: Class 28 contains 6620 members 
Mstep: Class 29 contains 4459 members 
Mstep: Class 30 contains 656 members 
Mstep: Class 31 contains 10236 members 
Mstep: Class 32 contains 391 members 
Mstep: Class 33 contains 1139 members 
Mstep: Class 34 contains 397 members 
Mstep: Class 35 contains 153 members 
Mstep: Class 36 contains 302 members 
Mstep: Class 37 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80975344.000000 Penalty: 73832.367188
Iteration 128Q: 38 clusters Score -8.097534e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 6914 members 
Mstep: Class 3 contains 37731 members 
Mstep: Class 4 contains 34755 members 
Mstep: Class 5 contains 83577 members 
Mstep: Class 6 contains 23983 members 
Mstep: Class 7 contains 12996 members 
Mstep: Class 8 contains 9099 members 
Mstep: Class 9 contains 77233 members 
Mstep: Class 10 contains 597 members 
Mstep: Class 11 contains 1255 members 
Mstep: Class 12 contains 72264 members 
Mstep: Class 13 contains 35035 members 
Mstep: Class 14 contains 3264 members 
Mstep: Class 15 contains 5408 members 
Mstep: Class 16 contains 17436 members 
Mstep: Class 17 contains 10242 members 
Mstep: Class 18 contains 31838 members 
Mstep: Class 19 contains 64326 members 
Mstep: Class 20 contains 1841 members 
Mstep: Class 21 contains 1199 members 
Mstep: Class 22 contains 8748 members 
Mstep: Class 23 contains 242 members 
Mstep: Class 24 contains 10145 members 
Mstep: Class 25 contains 6967 members 
Mstep: Class 26 contains 40988 members 
Mstep: Class 27 contains 22452 members 
Mstep: Class 28 contains 6604 members 
Mstep: Class 29 contains 4463 members 
Mstep: Class 30 contains 654 members 
Mstep: Class 31 contains 10236 members 
Mstep: Class 32 contains 391 members 
Mstep: Class 33 contains 1139 members 
Mstep: Class 34 contains 397 members 
Mstep: Class 35 contains 153 members 
Mstep: Class 36 contains 301 members 
Mstep: Class 37 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80975584.000000 Penalty: 73832.367188
Iteration 129Q: 38 clusters Score -8.097558e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 6914 members 
Mstep: Class 3 contains 37665 members 
Mstep: Class 4 contains 34756 members 
Mstep: Class 5 contains 83900 members 
Mstep: Class 6 contains 23985 members 
Mstep: Class 7 contains 13026 members 
Mstep: Class 8 contains 9094 members 
Mstep: Class 9 contains 77215 members 
Mstep: Class 10 contains 597 members 
Mstep: Class 11 contains 1255 members 
Mstep: Class 12 contains 72043 members 
Mstep: Class 13 contains 34998 members 
Mstep: Class 14 contains 3263 members 
Mstep: Class 15 contains 5416 members 
Mstep: Class 16 contains 17440 members 
Mstep: Class 17 contains 10246 members 
Mstep: Class 18 contains 31829 members 
Mstep: Class 19 contains 64329 members 
Mstep: Class 20 contains 1841 members 
Mstep: Class 21 contains 1202 members 
Mstep: Class 22 contains 8746 members 
Mstep: Class 23 contains 243 members 
Mstep: Class 24 contains 10152 members 
Mstep: Class 25 contains 6959 members 
Mstep: Class 26 contains 40980 members 
Mstep: Class 27 contains 22451 members 
Mstep: Class 28 contains 6590 members 
Mstep: Class 29 contains 4465 members 
Mstep: Class 30 contains 655 members 
Mstep: Class 31 contains 10237 members 
Mstep: Class 32 contains 391 members 
Mstep: Class 33 contains 1139 members 
Mstep: Class 34 contains 397 members 
Mstep: Class 35 contains 153 members 
Mstep: Class 36 contains 299 members 
Mstep: Class 37 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80975616.000000 Penalty: 73832.367188
Iteration 130Q: 38 clusters Score -8.097562e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 6914 members 
Mstep: Class 3 contains 37592 members 
Mstep: Class 4 contains 34757 members 
Mstep: Class 5 contains 84268 members 
Mstep: Class 6 contains 23989 members 
Mstep: Class 7 contains 13061 members 
Mstep: Class 8 contains 9092 members 
Mstep: Class 9 contains 77258 members 
Mstep: Class 10 contains 598 members 
Mstep: Class 11 contains 1255 members 
Mstep: Class 12 contains 71716 members 
Mstep: Class 13 contains 34960 members 
Mstep: Class 14 contains 3262 members 
Mstep: Class 15 contains 5426 members 
Mstep: Class 16 contains 17446 members 
Mstep: Class 17 contains 10252 members 
Mstep: Class 18 contains 31826 members 
Mstep: Class 19 contains 64333 members 
Mstep: Class 20 contains 1840 members 
Mstep: Class 21 contains 1202 members 
Mstep: Class 22 contains 8747 members 
Mstep: Class 23 contains 243 members 
Mstep: Class 24 contains 10158 members 
Mstep: Class 25 contains 6948 members 
Mstep: Class 26 contains 40969 members 
Mstep: Class 27 contains 22450 members 
Mstep: Class 28 contains 6572 members 
Mstep: Class 29 contains 4466 members 
Mstep: Class 30 contains 656 members 
Mstep: Class 31 contains 10237 members 
Mstep: Class 32 contains 391 members 
Mstep: Class 33 contains 1139 members 
Mstep: Class 34 contains 397 members 
Mstep: Class 35 contains 154 members 
Mstep: Class 36 contains 296 members 
Mstep: Class 37 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80975592.000000 Penalty: 73832.367188
Iteration 131Q: 38 clusters Score -8.097559e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 6913 members 
Mstep: Class 3 contains 37533 members 
Mstep: Class 4 contains 34760 members 
Mstep: Class 5 contains 84627 members 
Mstep: Class 6 contains 23990 members 
Mstep: Class 7 contains 13087 members 
Mstep: Class 8 contains 9088 members 
Mstep: Class 9 contains 77297 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1255 members 
Mstep: Class 12 contains 71395 members 
Mstep: Class 13 contains 34938 members 
Mstep: Class 14 contains 3264 members 
Mstep: Class 15 contains 5438 members 
Mstep: Class 16 contains 17454 members 
Mstep: Class 17 contains 10255 members 
Mstep: Class 18 contains 31812 members 
Mstep: Class 19 contains 64336 members 
Mstep: Class 20 contains 1841 members 
Mstep: Class 21 contains 1202 members 
Mstep: Class 22 contains 8747 members 
Mstep: Class 23 contains 243 members 
Mstep: Class 24 contains 10169 members 
Mstep: Class 25 contains 6928 members 
Mstep: Class 26 contains 40957 members 
Mstep: Class 27 contains 22449 members 
Mstep: Class 28 contains 6561 members 
Mstep: Class 29 contains 4464 members 
Mstep: Class 30 contains 656 members 
Mstep: Class 31 contains 10237 members 
Mstep: Class 32 contains 391 members 
Mstep: Class 33 contains 1139 members 
Mstep: Class 34 contains 397 members 
Mstep: Class 35 contains 154 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80975544.000000 Penalty: 73832.367188
Iteration 132Q: 38 clusters Score -8.097554e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 6913 members 
Mstep: Class 3 contains 37451 members 
Mstep: Class 4 contains 34760 members 
Mstep: Class 5 contains 84999 members 
Mstep: Class 6 contains 23991 members 
Mstep: Class 7 contains 13128 members 
Mstep: Class 8 contains 9085 members 
Mstep: Class 9 contains 77308 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1255 members 
Mstep: Class 12 contains 71113 members 
Mstep: Class 13 contains 34913 members 
Mstep: Class 14 contains 3266 members 
Mstep: Class 15 contains 5446 members 
Mstep: Class 16 contains 17457 members 
Mstep: Class 17 contains 10264 members 
Mstep: Class 18 contains 31784 members 
Mstep: Class 19 contains 64343 members 
Mstep: Class 20 contains 1839 members 
Mstep: Class 21 contains 1202 members 
Mstep: Class 22 contains 8747 members 
Mstep: Class 23 contains 243 members 
Mstep: Class 24 contains 10176 members 
Mstep: Class 25 contains 6912 members 
Mstep: Class 26 contains 40946 members 
Mstep: Class 27 contains 22448 members 
Mstep: Class 28 contains 6548 members 
Mstep: Class 29 contains 4465 members 
Mstep: Class 30 contains 656 members 
Mstep: Class 31 contains 10238 members 
Mstep: Class 32 contains 391 members 
Mstep: Class 33 contains 1139 members 
Mstep: Class 34 contains 397 members 
Mstep: Class 35 contains 154 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80975424.000000 Penalty: 73832.367188
Iteration 133Q: 38 clusters Score -8.097542e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 6913 members 
Mstep: Class 3 contains 37384 members 
Mstep: Class 4 contains 34762 members 
Mstep: Class 5 contains 85333 members 
Mstep: Class 6 contains 23995 members 
Mstep: Class 7 contains 13167 members 
Mstep: Class 8 contains 9084 members 
Mstep: Class 9 contains 77303 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1255 members 
Mstep: Class 12 contains 70872 members 
Mstep: Class 13 contains 34892 members 
Mstep: Class 14 contains 3267 members 
Mstep: Class 15 contains 5452 members 
Mstep: Class 16 contains 17457 members 
Mstep: Class 17 contains 10262 members 
Mstep: Class 18 contains 31757 members 
Mstep: Class 19 contains 64340 members 
Mstep: Class 20 contains 1839 members 
Mstep: Class 21 contains 1205 members 
Mstep: Class 22 contains 8746 members 
Mstep: Class 23 contains 243 members 
Mstep: Class 24 contains 10179 members 
Mstep: Class 25 contains 6896 members 
Mstep: Class 26 contains 40947 members 
Mstep: Class 27 contains 22447 members 
Mstep: Class 28 contains 6526 members 
Mstep: Class 29 contains 4470 members 
Mstep: Class 30 contains 656 members 
Mstep: Class 31 contains 10245 members 
Mstep: Class 32 contains 391 members 
Mstep: Class 33 contains 1139 members 
Mstep: Class 34 contains 397 members 
Mstep: Class 35 contains 154 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80975312.000000 Penalty: 73832.367188
Iteration 134Q: 38 clusters Score -8.097531e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 6915 members 
Mstep: Class 3 contains 37333 members 
Mstep: Class 4 contains 34765 members 
Mstep: Class 5 contains 85601 members 
Mstep: Class 6 contains 23998 members 
Mstep: Class 7 contains 13210 members 
Mstep: Class 8 contains 9080 members 
Mstep: Class 9 contains 77281 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1255 members 
Mstep: Class 12 contains 70655 members 
Mstep: Class 13 contains 34884 members 
Mstep: Class 14 contains 3267 members 
Mstep: Class 15 contains 5458 members 
Mstep: Class 16 contains 17462 members 
Mstep: Class 17 contains 10258 members 
Mstep: Class 18 contains 31741 members 
Mstep: Class 19 contains 64340 members 
Mstep: Class 20 contains 1838 members 
Mstep: Class 21 contains 1209 members 
Mstep: Class 22 contains 8748 members 
Mstep: Class 23 contains 243 members 
Mstep: Class 24 contains 10185 members 
Mstep: Class 25 contains 6890 members 
Mstep: Class 26 contains 40951 members 
Mstep: Class 27 contains 22445 members 
Mstep: Class 28 contains 6503 members 
Mstep: Class 29 contains 4473 members 
Mstep: Class 30 contains 656 members 
Mstep: Class 31 contains 10249 members 
Mstep: Class 32 contains 391 members 
Mstep: Class 33 contains 1139 members 
Mstep: Class 34 contains 397 members 
Mstep: Class 35 contains 154 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80975328.000000 Penalty: 73832.367188
Iteration 135Q: 38 clusters Score -8.097533e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 6915 members 
Mstep: Class 3 contains 37265 members 
Mstep: Class 4 contains 34764 members 
Mstep: Class 5 contains 85822 members 
Mstep: Class 6 contains 24000 members 
Mstep: Class 7 contains 13251 members 
Mstep: Class 8 contains 9071 members 
Mstep: Class 9 contains 77224 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1255 members 
Mstep: Class 12 contains 70539 members 
Mstep: Class 13 contains 34874 members 
Mstep: Class 14 contains 3267 members 
Mstep: Class 15 contains 5465 members 
Mstep: Class 16 contains 17468 members 
Mstep: Class 17 contains 10254 members 
Mstep: Class 18 contains 31742 members 
Mstep: Class 19 contains 64339 members 
Mstep: Class 20 contains 1838 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 8747 members 
Mstep: Class 23 contains 243 members 
Mstep: Class 24 contains 10187 members 
Mstep: Class 25 contains 6880 members 
Mstep: Class 26 contains 40956 members 
Mstep: Class 27 contains 22445 members 
Mstep: Class 28 contains 6485 members 
Mstep: Class 29 contains 4476 members 
Mstep: Class 30 contains 656 members 
Mstep: Class 31 contains 10253 members 
Mstep: Class 32 contains 391 members 
Mstep: Class 33 contains 1139 members 
Mstep: Class 34 contains 397 members 
Mstep: Class 35 contains 154 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80974848.000000 Penalty: 73832.367188
Iteration 136Q: 38 clusters Score -8.097485e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 6915 members 
Mstep: Class 3 contains 37218 members 
Mstep: Class 4 contains 34764 members 
Mstep: Class 5 contains 86014 members 
Mstep: Class 6 contains 24004 members 
Mstep: Class 7 contains 13282 members 
Mstep: Class 8 contains 9070 members 
Mstep: Class 9 contains 77167 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1255 members 
Mstep: Class 12 contains 70446 members 
Mstep: Class 13 contains 34862 members 
Mstep: Class 14 contains 3268 members 
Mstep: Class 15 contains 5472 members 
Mstep: Class 16 contains 17469 members 
Mstep: Class 17 contains 10258 members 
Mstep: Class 18 contains 31730 members 
Mstep: Class 19 contains 64339 members 
Mstep: Class 20 contains 1836 members 
Mstep: Class 21 contains 1211 members 
Mstep: Class 22 contains 8747 members 
Mstep: Class 23 contains 243 members 
Mstep: Class 24 contains 10188 members 
Mstep: Class 25 contains 6866 members 
Mstep: Class 26 contains 40958 members 
Mstep: Class 27 contains 22445 members 
Mstep: Class 28 contains 6472 members 
Mstep: Class 29 contains 4480 members 
Mstep: Class 30 contains 656 members 
Mstep: Class 31 contains 10257 members 
Mstep: Class 32 contains 391 members 
Mstep: Class 33 contains 1139 members 
Mstep: Class 34 contains 397 members 
Mstep: Class 35 contains 154 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80974720.000000 Penalty: 73832.367188
Iteration 137Q: 38 clusters Score -8.097472e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 6915 members 
Mstep: Class 3 contains 37148 members 
Mstep: Class 4 contains 34766 members 
Mstep: Class 5 contains 86184 members 
Mstep: Class 6 contains 24008 members 
Mstep: Class 7 contains 13330 members 
Mstep: Class 8 contains 9065 members 
Mstep: Class 9 contains 77102 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1255 members 
Mstep: Class 12 contains 70390 members 
Mstep: Class 13 contains 34845 members 
Mstep: Class 14 contains 3270 members 
Mstep: Class 15 contains 5480 members 
Mstep: Class 16 contains 17464 members 
Mstep: Class 17 contains 10258 members 
Mstep: Class 18 contains 31719 members 
Mstep: Class 19 contains 64337 members 
Mstep: Class 20 contains 1835 members 
Mstep: Class 21 contains 1214 members 
Mstep: Class 22 contains 8748 members 
Mstep: Class 23 contains 243 members 
Mstep: Class 24 contains 10188 members 
Mstep: Class 25 contains 6859 members 
Mstep: Class 26 contains 40966 members 
Mstep: Class 27 contains 22445 members 
Mstep: Class 28 contains 6459 members 
Mstep: Class 29 contains 4481 members 
Mstep: Class 30 contains 656 members 
Mstep: Class 31 contains 10262 members 
Mstep: Class 32 contains 391 members 
Mstep: Class 33 contains 1139 members 
Mstep: Class 34 contains 397 members 
Mstep: Class 35 contains 154 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80974816.000000 Penalty: 73832.367188
Iteration 138Q: 38 clusters Score -8.097482e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 6915 members 
Mstep: Class 3 contains 37077 members 
Mstep: Class 4 contains 34762 members 
Mstep: Class 5 contains 86304 members 
Mstep: Class 6 contains 24008 members 
Mstep: Class 7 contains 13393 members 
Mstep: Class 8 contains 9058 members 
Mstep: Class 9 contains 77037 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1255 members 
Mstep: Class 12 contains 70372 members 
Mstep: Class 13 contains 34829 members 
Mstep: Class 14 contains 3270 members 
Mstep: Class 15 contains 5493 members 
Mstep: Class 16 contains 17463 members 
Mstep: Class 17 contains 10252 members 
Mstep: Class 18 contains 31713 members 
Mstep: Class 19 contains 64342 members 
Mstep: Class 20 contains 1834 members 
Mstep: Class 21 contains 1218 members 
Mstep: Class 22 contains 8748 members 
Mstep: Class 23 contains 243 members 
Mstep: Class 24 contains 10188 members 
Mstep: Class 25 contains 6854 members 
Mstep: Class 26 contains 40968 members 
Mstep: Class 27 contains 22445 members 
Mstep: Class 28 contains 6449 members 
Mstep: Class 29 contains 4482 members 
Mstep: Class 30 contains 656 members 
Mstep: Class 31 contains 10265 members 
Mstep: Class 32 contains 391 members 
Mstep: Class 33 contains 1138 members 
Mstep: Class 34 contains 397 members 
Mstep: Class 35 contains 154 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80974496.000000 Penalty: 73832.367188
Iteration 139Q: 38 clusters Score -8.09745e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 6915 members 
Mstep: Class 3 contains 37008 members 
Mstep: Class 4 contains 34761 members 
Mstep: Class 5 contains 86434 members 
Mstep: Class 6 contains 24008 members 
Mstep: Class 7 contains 13466 members 
Mstep: Class 8 contains 9057 members 
Mstep: Class 9 contains 76948 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1255 members 
Mstep: Class 12 contains 70353 members 
Mstep: Class 13 contains 34812 members 
Mstep: Class 14 contains 3269 members 
Mstep: Class 15 contains 5499 members 
Mstep: Class 16 contains 17463 members 
Mstep: Class 17 contains 10249 members 
Mstep: Class 18 contains 31712 members 
Mstep: Class 19 contains 64342 members 
Mstep: Class 20 contains 1833 members 
Mstep: Class 21 contains 1218 members 
Mstep: Class 22 contains 8750 members 
Mstep: Class 23 contains 243 members 
Mstep: Class 24 contains 10186 members 
Mstep: Class 25 contains 6854 members 
Mstep: Class 26 contains 40972 members 
Mstep: Class 27 contains 22445 members 
Mstep: Class 28 contains 6436 members 
Mstep: Class 29 contains 4481 members 
Mstep: Class 30 contains 656 members 
Mstep: Class 31 contains 10266 members 
Mstep: Class 32 contains 391 members 
Mstep: Class 33 contains 1139 members 
Mstep: Class 34 contains 398 members 
Mstep: Class 35 contains 154 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80974360.000000 Penalty: 73832.367188
Iteration 140F: 38 clusters Score -8.097436e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 6915 members 
Mstep: Class 3 contains 36942 members 
Mstep: Class 4 contains 34759 members 
Mstep: Class 5 contains 86557 members 
Mstep: Class 6 contains 24009 members 
Mstep: Class 7 contains 13520 members 
Mstep: Class 8 contains 9058 members 
Mstep: Class 9 contains 76824 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1255 members 
Mstep: Class 12 contains 70376 members 
Mstep: Class 13 contains 34802 members 
Mstep: Class 14 contains 3269 members 
Mstep: Class 15 contains 5505 members 
Mstep: Class 16 contains 17464 members 
Mstep: Class 17 contains 10245 members 
Mstep: Class 18 contains 31712 members 
Mstep: Class 19 contains 64346 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1218 members 
Mstep: Class 22 contains 8749 members 
Mstep: Class 23 contains 243 members 
Mstep: Class 24 contains 10187 members 
Mstep: Class 25 contains 6847 members 
Mstep: Class 26 contains 40986 members 
Mstep: Class 27 contains 22445 members 
Mstep: Class 28 contains 6424 members 
Mstep: Class 29 contains 4479 members 
Mstep: Class 30 contains 656 members 
Mstep: Class 31 contains 10267 members 
Mstep: Class 32 contains 391 members 
Mstep: Class 33 contains 1140 members 
Mstep: Class 34 contains 398 members 
Mstep: Class 35 contains 154 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80974280.000000 Penalty: 73832.367188
Iteration 141Q: 38 clusters Score -8.097428e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 6915 members 
Mstep: Class 3 contains 36890 members 
Mstep: Class 4 contains 34760 members 
Mstep: Class 5 contains 86677 members 
Mstep: Class 6 contains 24010 members 
Mstep: Class 7 contains 13568 members 
Mstep: Class 8 contains 9058 members 
Mstep: Class 9 contains 76727 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1255 members 
Mstep: Class 12 contains 70373 members 
Mstep: Class 13 contains 34793 members 
Mstep: Class 14 contains 3269 members 
Mstep: Class 15 contains 5512 members 
Mstep: Class 16 contains 17464 members 
Mstep: Class 17 contains 10246 members 
Mstep: Class 18 contains 31711 members 
Mstep: Class 19 contains 64346 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1218 members 
Mstep: Class 22 contains 8749 members 
Mstep: Class 23 contains 243 members 
Mstep: Class 24 contains 10185 members 
Mstep: Class 25 contains 6837 members 
Mstep: Class 26 contains 40994 members 
Mstep: Class 27 contains 22445 members 
Mstep: Class 28 contains 6414 members 
Mstep: Class 29 contains 4478 members 
Mstep: Class 30 contains 656 members 
Mstep: Class 31 contains 10267 members 
Mstep: Class 32 contains 391 members 
Mstep: Class 33 contains 1140 members 
Mstep: Class 34 contains 398 members 
Mstep: Class 35 contains 154 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80974200.000000 Penalty: 73832.367188
Iteration 142Q: 38 clusters Score -8.09742e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 6915 members 
Mstep: Class 3 contains 36827 members 
Mstep: Class 4 contains 34760 members 
Mstep: Class 5 contains 86798 members 
Mstep: Class 6 contains 24010 members 
Mstep: Class 7 contains 13611 members 
Mstep: Class 8 contains 9058 members 
Mstep: Class 9 contains 76630 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1255 members 
Mstep: Class 12 contains 70367 members 
Mstep: Class 13 contains 34786 members 
Mstep: Class 14 contains 3269 members 
Mstep: Class 15 contains 5524 members 
Mstep: Class 16 contains 17466 members 
Mstep: Class 17 contains 10247 members 
Mstep: Class 18 contains 31711 members 
Mstep: Class 19 contains 64349 members 
Mstep: Class 20 contains 1831 members 
Mstep: Class 21 contains 1219 members 
Mstep: Class 22 contains 8749 members 
Mstep: Class 23 contains 243 members 
Mstep: Class 24 contains 10188 members 
Mstep: Class 25 contains 6832 members 
Mstep: Class 26 contains 40999 members 
Mstep: Class 27 contains 22446 members 
Mstep: Class 28 contains 6400 members 
Mstep: Class 29 contains 4479 members 
Mstep: Class 30 contains 656 members 
Mstep: Class 31 contains 10267 members 
Mstep: Class 32 contains 391 members 
Mstep: Class 33 contains 1140 members 
Mstep: Class 34 contains 398 members 
Mstep: Class 35 contains 154 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80974296.000000 Penalty: 73832.367188
Iteration 143Q: 38 clusters Score -8.09743e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 6915 members 
Mstep: Class 3 contains 36763 members 
Mstep: Class 4 contains 34761 members 
Mstep: Class 5 contains 86915 members 
Mstep: Class 6 contains 24011 members 
Mstep: Class 7 contains 13662 members 
Mstep: Class 8 contains 9059 members 
Mstep: Class 9 contains 76529 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1255 members 
Mstep: Class 12 contains 70360 members 
Mstep: Class 13 contains 34775 members 
Mstep: Class 14 contains 3271 members 
Mstep: Class 15 contains 5532 members 
Mstep: Class 16 contains 17468 members 
Mstep: Class 17 contains 10242 members 
Mstep: Class 18 contains 31711 members 
Mstep: Class 19 contains 64349 members 
Mstep: Class 20 contains 1831 members 
Mstep: Class 21 contains 1221 members 
Mstep: Class 22 contains 8749 members 
Mstep: Class 23 contains 243 members 
Mstep: Class 24 contains 10194 members 
Mstep: Class 25 contains 6824 members 
Mstep: Class 26 contains 41009 members 
Mstep: Class 27 contains 22446 members 
Mstep: Class 28 contains 6391 members 
Mstep: Class 29 contains 4483 members 
Mstep: Class 30 contains 656 members 
Mstep: Class 31 contains 10267 members 
Mstep: Class 32 contains 391 members 
Mstep: Class 33 contains 1140 members 
Mstep: Class 34 contains 398 members 
Mstep: Class 35 contains 154 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80974384.000000 Penalty: 73832.367188
Iteration 144Q: 38 clusters Score -8.097438e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 6915 members 
Mstep: Class 3 contains 36698 members 
Mstep: Class 4 contains 34762 members 
Mstep: Class 5 contains 87032 members 
Mstep: Class 6 contains 24012 members 
Mstep: Class 7 contains 13726 members 
Mstep: Class 8 contains 9058 members 
Mstep: Class 9 contains 76420 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1256 members 
Mstep: Class 12 contains 70366 members 
Mstep: Class 13 contains 34766 members 
Mstep: Class 14 contains 3271 members 
Mstep: Class 15 contains 5539 members 
Mstep: Class 16 contains 17468 members 
Mstep: Class 17 contains 10241 members 
Mstep: Class 18 contains 31704 members 
Mstep: Class 19 contains 64350 members 
Mstep: Class 20 contains 1830 members 
Mstep: Class 21 contains 1222 members 
Mstep: Class 22 contains 8750 members 
Mstep: Class 23 contains 243 members 
Mstep: Class 24 contains 10199 members 
Mstep: Class 25 contains 6814 members 
Mstep: Class 26 contains 41008 members 
Mstep: Class 27 contains 22447 members 
Mstep: Class 28 contains 6384 members 
Mstep: Class 29 contains 4488 members 
Mstep: Class 30 contains 656 members 
Mstep: Class 31 contains 10267 members 
Mstep: Class 32 contains 391 members 
Mstep: Class 33 contains 1140 members 
Mstep: Class 34 contains 398 members 
Mstep: Class 35 contains 154 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80974344.000000 Penalty: 73832.367188
Iteration 145Q: 38 clusters Score -8.097434e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 6915 members 
Mstep: Class 3 contains 36626 members 
Mstep: Class 4 contains 34762 members 
Mstep: Class 5 contains 87153 members 
Mstep: Class 6 contains 24012 members 
Mstep: Class 7 contains 13793 members 
Mstep: Class 8 contains 9057 members 
Mstep: Class 9 contains 76286 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1258 members 
Mstep: Class 12 contains 70384 members 
Mstep: Class 13 contains 34753 members 
Mstep: Class 14 contains 3271 members 
Mstep: Class 15 contains 5545 members 
Mstep: Class 16 contains 17467 members 
Mstep: Class 17 contains 10245 members 
Mstep: Class 18 contains 31703 members 
Mstep: Class 19 contains 64349 members 
Mstep: Class 20 contains 1830 members 
Mstep: Class 21 contains 1222 members 
Mstep: Class 22 contains 8752 members 
Mstep: Class 23 contains 243 members 
Mstep: Class 24 contains 10202 members 
Mstep: Class 25 contains 6806 members 
Mstep: Class 26 contains 41024 members 
Mstep: Class 27 contains 22446 members 
Mstep: Class 28 contains 6376 members 
Mstep: Class 29 contains 4490 members 
Mstep: Class 30 contains 656 members 
Mstep: Class 31 contains 10267 members 
Mstep: Class 32 contains 391 members 
Mstep: Class 33 contains 1139 members 
Mstep: Class 34 contains 398 members 
Mstep: Class 35 contains 154 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80974240.000000 Penalty: 73832.367188
Iteration 146Q: 38 clusters Score -8.097424e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 6915 members 
Mstep: Class 3 contains 36567 members 
Mstep: Class 4 contains 34759 members 
Mstep: Class 5 contains 87251 members 
Mstep: Class 6 contains 24011 members 
Mstep: Class 7 contains 13850 members 
Mstep: Class 8 contains 9055 members 
Mstep: Class 9 contains 76122 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1258 members 
Mstep: Class 12 contains 70464 members 
Mstep: Class 13 contains 34745 members 
Mstep: Class 14 contains 3271 members 
Mstep: Class 15 contains 5546 members 
Mstep: Class 16 contains 17464 members 
Mstep: Class 17 contains 10246 members 
Mstep: Class 18 contains 31704 members 
Mstep: Class 19 contains 64351 members 
Mstep: Class 20 contains 1829 members 
Mstep: Class 21 contains 1224 members 
Mstep: Class 22 contains 8751 members 
Mstep: Class 23 contains 243 members 
Mstep: Class 24 contains 10203 members 
Mstep: Class 25 contains 6798 members 
Mstep: Class 26 contains 41038 members 
Mstep: Class 27 contains 22447 members 
Mstep: Class 28 contains 6365 members 
Mstep: Class 29 contains 4491 members 
Mstep: Class 30 contains 656 members 
Mstep: Class 31 contains 10268 members 
Mstep: Class 32 contains 391 members 
Mstep: Class 33 contains 1139 members 
Mstep: Class 34 contains 398 members 
Mstep: Class 35 contains 154 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80974192.000000 Penalty: 73832.367188
Iteration 147Q: 38 clusters Score -8.097419e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 6915 members 
Mstep: Class 3 contains 36500 members 
Mstep: Class 4 contains 34758 members 
Mstep: Class 5 contains 87359 members 
Mstep: Class 6 contains 24010 members 
Mstep: Class 7 contains 13913 members 
Mstep: Class 8 contains 9054 members 
Mstep: Class 9 contains 75945 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1258 members 
Mstep: Class 12 contains 70564 members 
Mstep: Class 13 contains 34741 members 
Mstep: Class 14 contains 3269 members 
Mstep: Class 15 contains 5547 members 
Mstep: Class 16 contains 17461 members 
Mstep: Class 17 contains 10246 members 
Mstep: Class 18 contains 31702 members 
Mstep: Class 19 contains 64350 members 
Mstep: Class 20 contains 1829 members 
Mstep: Class 21 contains 1224 members 
Mstep: Class 22 contains 8751 members 
Mstep: Class 23 contains 243 members 
Mstep: Class 24 contains 10203 members 
Mstep: Class 25 contains 6788 members 
Mstep: Class 26 contains 41044 members 
Mstep: Class 27 contains 22447 members 
Mstep: Class 28 contains 6352 members 
Mstep: Class 29 contains 4490 members 
Mstep: Class 30 contains 656 members 
Mstep: Class 31 contains 10272 members 
Mstep: Class 32 contains 391 members 
Mstep: Class 33 contains 1139 members 
Mstep: Class 34 contains 398 members 
Mstep: Class 35 contains 154 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80973952.000000 Penalty: 73832.367188
Iteration 148Q: 38 clusters Score -8.097395e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 6915 members 
Mstep: Class 3 contains 36439 members 
Mstep: Class 4 contains 34755 members 
Mstep: Class 5 contains 87457 members 
Mstep: Class 6 contains 24012 members 
Mstep: Class 7 contains 13964 members 
Mstep: Class 8 contains 9051 members 
Mstep: Class 9 contains 75756 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1258 members 
Mstep: Class 12 contains 70683 members 
Mstep: Class 13 contains 34727 members 
Mstep: Class 14 contains 3270 members 
Mstep: Class 15 contains 5551 members 
Mstep: Class 16 contains 17462 members 
Mstep: Class 17 contains 10260 members 
Mstep: Class 18 contains 31693 members 
Mstep: Class 19 contains 64344 members 
Mstep: Class 20 contains 1828 members 
Mstep: Class 21 contains 1224 members 
Mstep: Class 22 contains 8752 members 
Mstep: Class 23 contains 243 members 
Mstep: Class 24 contains 10210 members 
Mstep: Class 25 contains 6780 members 
Mstep: Class 26 contains 41047 members 
Mstep: Class 27 contains 22448 members 
Mstep: Class 28 contains 6341 members 
Mstep: Class 29 contains 4490 members 
Mstep: Class 30 contains 656 members 
Mstep: Class 31 contains 10275 members 
Mstep: Class 32 contains 391 members 
Mstep: Class 33 contains 1139 members 
Mstep: Class 34 contains 398 members 
Mstep: Class 35 contains 154 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80973888.000000 Penalty: 73832.367188
Iteration 149Q: 38 clusters Score -8.097389e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 6915 members 
Mstep: Class 3 contains 36385 members 
Mstep: Class 4 contains 34752 members 
Mstep: Class 5 contains 87563 members 
Mstep: Class 6 contains 24014 members 
Mstep: Class 7 contains 14004 members 
Mstep: Class 8 contains 9052 members 
Mstep: Class 9 contains 75538 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1258 members 
Mstep: Class 12 contains 70821 members 
Mstep: Class 13 contains 34717 members 
Mstep: Class 14 contains 3270 members 
Mstep: Class 15 contains 5560 members 
Mstep: Class 16 contains 17465 members 
Mstep: Class 17 contains 10272 members 
Mstep: Class 18 contains 31688 members 
Mstep: Class 19 contains 64348 members 
Mstep: Class 20 contains 1829 members 
Mstep: Class 21 contains 1225 members 
Mstep: Class 22 contains 8752 members 
Mstep: Class 23 contains 243 members 
Mstep: Class 24 contains 10211 members 
Mstep: Class 25 contains 6769 members 
Mstep: Class 26 contains 41041 members 
Mstep: Class 27 contains 22448 members 
Mstep: Class 28 contains 6330 members 
Mstep: Class 29 contains 4490 members 
Mstep: Class 30 contains 656 members 
Mstep: Class 31 contains 10276 members 
Mstep: Class 32 contains 391 members 
Mstep: Class 33 contains 1139 members 
Mstep: Class 34 contains 398 members 
Mstep: Class 35 contains 154 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80974024.000000 Penalty: 73832.367188
Iteration 150Q: 38 clusters Score -8.097402e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 6915 members 
Mstep: Class 3 contains 36333 members 
Mstep: Class 4 contains 34749 members 
Mstep: Class 5 contains 87695 members 
Mstep: Class 6 contains 24015 members 
Mstep: Class 7 contains 14044 members 
Mstep: Class 8 contains 9051 members 
Mstep: Class 9 contains 75323 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1258 members 
Mstep: Class 12 contains 70940 members 
Mstep: Class 13 contains 34714 members 
Mstep: Class 14 contains 3270 members 
Mstep: Class 15 contains 5562 members 
Mstep: Class 16 contains 17467 members 
Mstep: Class 17 contains 10278 members 
Mstep: Class 18 contains 31679 members 
Mstep: Class 19 contains 64349 members 
Mstep: Class 20 contains 1829 members 
Mstep: Class 21 contains 1225 members 
Mstep: Class 22 contains 8751 members 
Mstep: Class 23 contains 243 members 
Mstep: Class 24 contains 10210 members 
Mstep: Class 25 contains 6754 members 
Mstep: Class 26 contains 41046 members 
Mstep: Class 27 contains 22448 members 
Mstep: Class 28 contains 6321 members 
Mstep: Class 29 contains 4490 members 
Mstep: Class 30 contains 656 members 
Mstep: Class 31 contains 10277 members 
Mstep: Class 32 contains 391 members 
Mstep: Class 33 contains 1139 members 
Mstep: Class 34 contains 398 members 
Mstep: Class 35 contains 154 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80973960.000000 Penalty: 73832.367188
Iteration 151Q: 38 clusters Score -8.097396e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 6915 members 
Mstep: Class 3 contains 36254 members 
Mstep: Class 4 contains 34751 members 
Mstep: Class 5 contains 87820 members 
Mstep: Class 6 contains 24016 members 
Mstep: Class 7 contains 14093 members 
Mstep: Class 8 contains 9055 members 
Mstep: Class 9 contains 75097 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1258 members 
Mstep: Class 12 contains 71076 members 
Mstep: Class 13 contains 34711 members 
Mstep: Class 14 contains 3270 members 
Mstep: Class 15 contains 5565 members 
Mstep: Class 16 contains 17465 members 
Mstep: Class 17 contains 10287 members 
Mstep: Class 18 contains 31673 members 
Mstep: Class 19 contains 64344 members 
Mstep: Class 20 contains 1829 members 
Mstep: Class 21 contains 1227 members 
Mstep: Class 22 contains 8749 members 
Mstep: Class 23 contains 243 members 
Mstep: Class 24 contains 10211 members 
Mstep: Class 25 contains 6744 members 
Mstep: Class 26 contains 41062 members 
Mstep: Class 27 contains 22448 members 
Mstep: Class 28 contains 6307 members 
Mstep: Class 29 contains 4489 members 
Mstep: Class 30 contains 656 members 
Mstep: Class 31 contains 10277 members 
Mstep: Class 32 contains 391 members 
Mstep: Class 33 contains 1138 members 
Mstep: Class 34 contains 398 members 
Mstep: Class 35 contains 154 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80973816.000000 Penalty: 73832.367188
Iteration 152Q: 38 clusters Score -8.097382e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 6915 members 
Mstep: Class 3 contains 36183 members 
Mstep: Class 4 contains 34752 members 
Mstep: Class 5 contains 87941 members 
Mstep: Class 6 contains 24016 members 
Mstep: Class 7 contains 14134 members 
Mstep: Class 8 contains 9054 members 
Mstep: Class 9 contains 74869 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1259 members 
Mstep: Class 12 contains 71226 members 
Mstep: Class 13 contains 34707 members 
Mstep: Class 14 contains 3270 members 
Mstep: Class 15 contains 5571 members 
Mstep: Class 16 contains 17462 members 
Mstep: Class 17 contains 10288 members 
Mstep: Class 18 contains 31672 members 
Mstep: Class 19 contains 64340 members 
Mstep: Class 20 contains 1829 members 
Mstep: Class 21 contains 1228 members 
Mstep: Class 22 contains 8748 members 
Mstep: Class 23 contains 243 members 
Mstep: Class 24 contains 10212 members 
Mstep: Class 25 contains 6737 members 
Mstep: Class 26 contains 41067 members 
Mstep: Class 27 contains 22448 members 
Mstep: Class 28 contains 6299 members 
Mstep: Class 29 contains 4488 members 
Mstep: Class 30 contains 656 members 
Mstep: Class 31 contains 10277 members 
Mstep: Class 32 contains 391 members 
Mstep: Class 33 contains 1139 members 
Mstep: Class 34 contains 398 members 
Mstep: Class 35 contains 154 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80973752.000000 Penalty: 73832.367188
Iteration 153Q: 38 clusters Score -8.097375e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 6915 members 
Mstep: Class 3 contains 36133 members 
Mstep: Class 4 contains 34750 members 
Mstep: Class 5 contains 88051 members 
Mstep: Class 6 contains 24019 members 
Mstep: Class 7 contains 14161 members 
Mstep: Class 8 contains 9055 members 
Mstep: Class 9 contains 74658 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1260 members 
Mstep: Class 12 contains 71376 members 
Mstep: Class 13 contains 34699 members 
Mstep: Class 14 contains 3269 members 
Mstep: Class 15 contains 5579 members 
Mstep: Class 16 contains 17461 members 
Mstep: Class 17 contains 10289 members 
Mstep: Class 18 contains 31660 members 
Mstep: Class 19 contains 64336 members 
Mstep: Class 20 contains 1830 members 
Mstep: Class 21 contains 1228 members 
Mstep: Class 22 contains 8748 members 
Mstep: Class 23 contains 243 members 
Mstep: Class 24 contains 10218 members 
Mstep: Class 25 contains 6725 members 
Mstep: Class 26 contains 41067 members 
Mstep: Class 27 contains 22449 members 
Mstep: Class 28 contains 6290 members 
Mstep: Class 29 contains 4485 members 
Mstep: Class 30 contains 656 members 
Mstep: Class 31 contains 10280 members 
Mstep: Class 32 contains 391 members 
Mstep: Class 33 contains 1140 members 
Mstep: Class 34 contains 398 members 
Mstep: Class 35 contains 154 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80973712.000000 Penalty: 73832.367188
Iteration 154Q: 38 clusters Score -8.097371e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 6917 members 
Mstep: Class 3 contains 36086 members 
Mstep: Class 4 contains 34748 members 
Mstep: Class 5 contains 88143 members 
Mstep: Class 6 contains 24018 members 
Mstep: Class 7 contains 14195 members 
Mstep: Class 8 contains 9049 members 
Mstep: Class 9 contains 74425 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1260 members 
Mstep: Class 12 contains 71561 members 
Mstep: Class 13 contains 34686 members 
Mstep: Class 14 contains 3271 members 
Mstep: Class 15 contains 5583 members 
Mstep: Class 16 contains 17458 members 
Mstep: Class 17 contains 10291 members 
Mstep: Class 18 contains 31650 members 
Mstep: Class 19 contains 64341 members 
Mstep: Class 20 contains 1830 members 
Mstep: Class 21 contains 1229 members 
Mstep: Class 22 contains 8748 members 
Mstep: Class 23 contains 243 members 
Mstep: Class 24 contains 10215 members 
Mstep: Class 25 contains 6710 members 
Mstep: Class 26 contains 41075 members 
Mstep: Class 27 contains 22449 members 
Mstep: Class 28 contains 6283 members 
Mstep: Class 29 contains 4485 members 
Mstep: Class 30 contains 656 members 
Mstep: Class 31 contains 10284 members 
Mstep: Class 32 contains 391 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 398 members 
Mstep: Class 35 contains 154 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80973592.000000 Penalty: 73832.367188
Iteration 155Q: 38 clusters Score -8.097359e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 6917 members 
Mstep: Class 3 contains 36020 members 
Mstep: Class 4 contains 34747 members 
Mstep: Class 5 contains 88221 members 
Mstep: Class 6 contains 24018 members 
Mstep: Class 7 contains 14239 members 
Mstep: Class 8 contains 9047 members 
Mstep: Class 9 contains 74192 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1261 members 
Mstep: Class 12 contains 71757 members 
Mstep: Class 13 contains 34680 members 
Mstep: Class 14 contains 3272 members 
Mstep: Class 15 contains 5584 members 
Mstep: Class 16 contains 17457 members 
Mstep: Class 17 contains 10287 members 
Mstep: Class 18 contains 31651 members 
Mstep: Class 19 contains 64344 members 
Mstep: Class 20 contains 1830 members 
Mstep: Class 21 contains 1232 members 
Mstep: Class 22 contains 8748 members 
Mstep: Class 23 contains 243 members 
Mstep: Class 24 contains 10212 members 
Mstep: Class 25 contains 6698 members 
Mstep: Class 26 contains 41076 members 
Mstep: Class 27 contains 22448 members 
Mstep: Class 28 contains 6277 members 
Mstep: Class 29 contains 4486 members 
Mstep: Class 30 contains 656 members 
Mstep: Class 31 contains 10288 members 
Mstep: Class 32 contains 391 members 
Mstep: Class 33 contains 1142 members 
Mstep: Class 34 contains 398 members 
Mstep: Class 35 contains 154 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80973344.000000 Penalty: 73832.367188
Iteration 156Q: 38 clusters Score -8.097334e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 6917 members 
Mstep: Class 3 contains 35964 members 
Mstep: Class 4 contains 34748 members 
Mstep: Class 5 contains 88243 members 
Mstep: Class 6 contains 24016 members 
Mstep: Class 7 contains 14284 members 
Mstep: Class 8 contains 9044 members 
Mstep: Class 9 contains 73955 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1262 members 
Mstep: Class 12 contains 72005 members 
Mstep: Class 13 contains 34667 members 
Mstep: Class 14 contains 3271 members 
Mstep: Class 15 contains 5587 members 
Mstep: Class 16 contains 17451 members 
Mstep: Class 17 contains 10285 members 
Mstep: Class 18 contains 31647 members 
Mstep: Class 19 contains 64347 members 
Mstep: Class 20 contains 1830 members 
Mstep: Class 21 contains 1233 members 
Mstep: Class 22 contains 8747 members 
Mstep: Class 23 contains 243 members 
Mstep: Class 24 contains 10215 members 
Mstep: Class 25 contains 6692 members 
Mstep: Class 26 contains 41083 members 
Mstep: Class 27 contains 22447 members 
Mstep: Class 28 contains 6270 members 
Mstep: Class 29 contains 4487 members 
Mstep: Class 30 contains 656 members 
Mstep: Class 31 contains 10291 members 
Mstep: Class 32 contains 391 members 
Mstep: Class 33 contains 1143 members 
Mstep: Class 34 contains 398 members 
Mstep: Class 35 contains 154 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80973344.000000 Penalty: 73832.367188
Iteration 157Q: 38 clusters Score -8.097334e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 6917 members 
Mstep: Class 3 contains 35905 members 
Mstep: Class 4 contains 34746 members 
Mstep: Class 5 contains 88278 members 
Mstep: Class 6 contains 24015 members 
Mstep: Class 7 contains 14329 members 
Mstep: Class 8 contains 9042 members 
Mstep: Class 9 contains 73761 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1265 members 
Mstep: Class 12 contains 72197 members 
Mstep: Class 13 contains 34659 members 
Mstep: Class 14 contains 3271 members 
Mstep: Class 15 contains 5589 members 
Mstep: Class 16 contains 17444 members 
Mstep: Class 17 contains 10288 members 
Mstep: Class 18 contains 31638 members 
Mstep: Class 19 contains 64348 members 
Mstep: Class 20 contains 1830 members 
Mstep: Class 21 contains 1234 members 
Mstep: Class 22 contains 8748 members 
Mstep: Class 23 contains 243 members 
Mstep: Class 24 contains 10217 members 
Mstep: Class 25 contains 6686 members 
Mstep: Class 26 contains 41092 members 
Mstep: Class 27 contains 22446 members 
Mstep: Class 28 contains 6261 members 
Mstep: Class 29 contains 4487 members 
Mstep: Class 30 contains 656 members 
Mstep: Class 31 contains 10294 members 
Mstep: Class 32 contains 391 members 
Mstep: Class 33 contains 1143 members 
Mstep: Class 34 contains 398 members 
Mstep: Class 35 contains 154 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80973432.000000 Penalty: 73832.367188
Iteration 158Q: 38 clusters Score -8.097343e+07 nChanged 862
Entering ConstructFrom: 
Score: -80973432.000000 Penalty: 73832.367188
Entering ConstructFrom: 
Trying to split cluster 1 (21672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Entering Unmasked Estep 
Score: -2754530.250000 Penalty: 1485.585938
	Iteration 0F: 2 clusters Score -2754530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -2740395.500000 Penalty: 2971.171875
	Iteration 0F: 3 clusters Score -2740396 nChanged 9495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -2745374.250000 Penalty: 2971.171875
	Iteration 1F: 3 clusters Score -2745374 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -2745726.500000 Penalty: 2971.171875
	Iteration 2Q: 3 clusters Score -2745726 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -2745984.000000 Penalty: 2971.171875
	Iteration 3Q: 3 clusters Score -2745984 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -2746210.750000 Penalty: 2971.171875
	Iteration 4Q: 3 clusters Score -2746211 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -2746427.750000 Penalty: 2971.171875
	Iteration 5Q: 3 clusters Score -2746428 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -2746588.750000 Penalty: 2971.171875
	Iteration 6Q: 3 clusters Score -2746589 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -2746752.000000 Penalty: 2971.171875
	Iteration 7Q: 3 clusters Score -2746752 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -2746906.750000 Penalty: 2971.171875
	Iteration 8Q: 3 clusters Score -2746907 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -2747050.500000 Penalty: 2971.171875
	Iteration 9Q: 3 clusters Score -2747050 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -2747191.500000 Penalty: 2971.171875
	Iteration 10Q: 3 clusters Score -2747192 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -2747373.750000 Penalty: 2971.171875
	Iteration 11Q: 3 clusters Score -2747374 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -2747571.750000 Penalty: 2971.171875
	Iteration 12Q: 3 clusters Score -2747572 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -2747838.500000 Penalty: 2971.171875
	Iteration 13Q: 3 clusters Score -2747838 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -2748214.000000 Penalty: 2971.171875
	Iteration 14Q: 3 clusters Score -2748214 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -2748714.000000 Penalty: 2971.171875
	Iteration 15Q: 3 clusters Score -2748714 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -2749354.750000 Penalty: 2971.171875
	Iteration 16Q: 3 clusters Score -2749355 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -2750187.500000 Penalty: 2971.171875
	Iteration 17F: 3 clusters Score -2750188 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -2750972.500000 Penalty: 2971.171875
	Iteration 18Q: 3 clusters Score -2750972 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
Score: -2751691.750000 Penalty: 2971.171875
	Iteration 19Q: 3 clusters Score -2751692 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
Score: -2752239.250000 Penalty: 2971.171875
	Iteration 20F: 3 clusters Score -2752239 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -2752615.250000 Penalty: 2971.171875
	Iteration 21Q: 3 clusters Score -2752615 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
Score: -2752881.000000 Penalty: 2971.171875
	Iteration 22Q: 3 clusters Score -2752881 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 20480 members 
Entering Unmasked Estep 
Score: -2753053.750000 Penalty: 2971.171875
	Iteration 23Q: 3 clusters Score -2753054 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -2753140.000000 Penalty: 2971.171875
	Iteration 24Q: 3 clusters Score -2753140 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 20734 members 
Entering Unmasked Estep 
Score: -2753228.250000 Penalty: 2971.171875
	Iteration 25Q: 3 clusters Score -2753228 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 20816 members 
Entering Unmasked Estep 
Score: -2753298.250000 Penalty: 2971.171875
	Iteration 26Q: 3 clusters Score -2753298 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -2753342.750000 Penalty: 2971.171875
	Iteration 27Q: 3 clusters Score -2753343 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -2753373.250000 Penalty: 2971.171875
	Iteration 28Q: 3 clusters Score -2753373 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
Score: -2753393.250000 Penalty: 2971.171875
	Iteration 29Q: 3 clusters Score -2753393 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -2753405.250000 Penalty: 2971.171875
	Iteration 30Q: 3 clusters Score -2753405 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -2753411.000000 Penalty: 2971.171875
	Iteration 31Q: 3 clusters Score -2753411 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 20993 members 
Entering Unmasked Estep 
Score: -2753415.250000 Penalty: 2971.171875
	Iteration 32Q: 3 clusters Score -2753415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -2753422.250000 Penalty: 2971.171875
	Iteration 33Q: 3 clusters Score -2753422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -2753425.000000 Penalty: 2971.171875
	Iteration 34Q: 3 clusters Score -2753425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 21013 members 
Entering Unmasked Estep 
Score: -2753433.000000 Penalty: 2971.171875
	Iteration 35Q: 3 clusters Score -2753433 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -2753442.250000 Penalty: 2971.171875
	Iteration 36Q: 3 clusters Score -2753442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 21033 members 
Entering Unmasked Estep 
Score: -2753448.750000 Penalty: 2971.171875
	Iteration 37Q: 3 clusters Score -2753449 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -2753454.750000 Penalty: 2971.171875
	Iteration 38Q: 3 clusters Score -2753455 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -2753463.250000 Penalty: 2971.171875
	Iteration 39Q: 3 clusters Score -2753463 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 21056 members 
Entering Unmasked Estep 
Score: -2753469.750000 Penalty: 2971.171875
	Iteration 40F: 3 clusters Score -2753470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 21064 members 
Entering Unmasked Estep 
Score: -2753469.750000 Penalty: 2971.171875
	Iteration 41Q: 3 clusters Score -2753470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
Score: -2753472.500000 Penalty: 2971.171875
	Iteration 42Q: 3 clusters Score -2753472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -2753484.500000 Penalty: 2971.171875
	Iteration 43Q: 3 clusters Score -2753484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -2753485.750000 Penalty: 2971.171875
	Iteration 44Q: 3 clusters Score -2753486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -2753486.000000 Penalty: 2971.171875
	Iteration 45Q: 3 clusters Score -2753486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 21083 members 
Entering Unmasked Estep 
Score: -2753483.500000 Penalty: 2971.171875
	Iteration 46Q: 3 clusters Score -2753484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 21083 members 
Entering Unmasked Estep 
Score: -2753483.500000 Penalty: 2971.171875
	Iteration 47F: 3 clusters Score -2753484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Entering Unmasked Estep 
Score: -878625.875000 Penalty: 1315.650635
	Iteration 0F: 2 clusters Score -878625.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -873770.812500 Penalty: 2631.301270
	Iteration 0F: 3 clusters Score -873770.8 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -875191.875000 Penalty: 2631.301270
	Iteration 1F: 3 clusters Score -875191.9 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -875463.500000 Penalty: 2631.301270
	Iteration 2F: 3 clusters Score -875463.5 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -875661.562500 Penalty: 2631.301270
	Iteration 3F: 3 clusters Score -875661.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -875803.062500 Penalty: 2631.301270
	Iteration 4Q: 3 clusters Score -875803.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -875940.250000 Penalty: 2631.301270
	Iteration 5Q: 3 clusters Score -875940.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -876079.375000 Penalty: 2631.301270
	Iteration 6Q: 3 clusters Score -876079.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -876226.500000 Penalty: 2631.301270
	Iteration 7Q: 3 clusters Score -876226.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -876380.187500 Penalty: 2631.301270
	Iteration 8Q: 3 clusters Score -876380.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -876517.375000 Penalty: 2631.301270
	Iteration 9Q: 3 clusters Score -876517.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -876652.187500 Penalty: 2631.301270
	Iteration 10Q: 3 clusters Score -876652.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -876812.625000 Penalty: 2631.301270
	Iteration 11Q: 3 clusters Score -876812.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -876955.375000 Penalty: 2631.301270
	Iteration 12Q: 3 clusters Score -876955.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -877078.937500 Penalty: 2631.301270
	Iteration 13Q: 3 clusters Score -877078.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -877172.437500 Penalty: 2631.301270
	Iteration 14Q: 3 clusters Score -877172.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -877255.125000 Penalty: 2631.301270
	Iteration 15Q: 3 clusters Score -877255.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -877317.375000 Penalty: 2631.301270
	Iteration 16Q: 3 clusters Score -877317.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -877355.437500 Penalty: 2631.301270
	Iteration 17Q: 3 clusters Score -877355.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -877392.562500 Penalty: 2631.301270
	Iteration 18Q: 3 clusters Score -877392.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -877423.187500 Penalty: 2631.301270
	Iteration 19Q: 3 clusters Score -877423.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -877449.187500 Penalty: 2631.301270
	Iteration 20F: 3 clusters Score -877449.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -877472.875000 Penalty: 2631.301270
	Iteration 21Q: 3 clusters Score -877472.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -877497.437500 Penalty: 2631.301270
	Iteration 22Q: 3 clusters Score -877497.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -877514.312500 Penalty: 2631.301270
	Iteration 23Q: 3 clusters Score -877514.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -877526.750000 Penalty: 2631.301270
	Iteration 24Q: 3 clusters Score -877526.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -877536.687500 Penalty: 2631.301270
	Iteration 25Q: 3 clusters Score -877536.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -877548.500000 Penalty: 2631.301270
	Iteration 26Q: 3 clusters Score -877548.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -877556.937500 Penalty: 2631.301270
	Iteration 27Q: 3 clusters Score -877556.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -877565.312500 Penalty: 2631.301270
	Iteration 28Q: 3 clusters Score -877565.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -877575.625000 Penalty: 2631.301270
	Iteration 29Q: 3 clusters Score -877575.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -877582.625000 Penalty: 2631.301270
	Iteration 30Q: 3 clusters Score -877582.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -877589.312500 Penalty: 2631.301270
	Iteration 31Q: 3 clusters Score -877589.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -877597.187500 Penalty: 2631.301270
	Iteration 32Q: 3 clusters Score -877597.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -877597.937500 Penalty: 2631.301270
	Iteration 33Q: 3 clusters Score -877597.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -877597.937500 Penalty: 2631.301270
	Iteration 34F: 3 clusters Score -877597.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (35834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35834 members 
Entering Unmasked Estep 
Score: -4395091.500000 Penalty: 1560.413940
	Iteration 0F: 2 clusters Score -4395092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -4371780.500000 Penalty: 3120.827881
	Iteration 0F: 3 clusters Score -4371780 nChanged 16222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -4380708.500000 Penalty: 3120.827881
	Iteration 1F: 3 clusters Score -4380708 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -4381287.000000 Penalty: 3120.827881
	Iteration 2Q: 3 clusters Score -4381287 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -4381829.500000 Penalty: 3120.827881
	Iteration 3Q: 3 clusters Score -4381830 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -4382410.000000 Penalty: 3120.827881
	Iteration 4Q: 3 clusters Score -4382410 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22380 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -4383185.500000 Penalty: 3120.827881
	Iteration 5Q: 3 clusters Score -4383186 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24115 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -4384203.000000 Penalty: 3120.827881
	Iteration 6F: 3 clusters Score -4384203 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26227 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -4385685.500000 Penalty: 3120.827881
	Iteration 7F: 3 clusters Score -4385686 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28550 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -4387558.000000 Penalty: 3120.827881
	Iteration 8F: 3 clusters Score -4387558 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30766 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -4389502.500000 Penalty: 3120.827881
	Iteration 9F: 3 clusters Score -4389502 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32577 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -4391139.500000 Penalty: 3120.827881
	Iteration 10F: 3 clusters Score -4391140 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33838 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -4392340.500000 Penalty: 3120.827881
	Iteration 11Q: 3 clusters Score -4392340 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34580 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -4392991.000000 Penalty: 3120.827881
	Iteration 12Q: 3 clusters Score -4392991 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34987 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -4393345.000000 Penalty: 3120.827881
	Iteration 13Q: 3 clusters Score -4393345 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35199 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -4393537.000000 Penalty: 3120.827881
	Iteration 14Q: 3 clusters Score -4393537 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35300 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -4393632.500000 Penalty: 3120.827881
	Iteration 15Q: 3 clusters Score -4393632 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35362 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -4393705.000000 Penalty: 3120.827881
	Iteration 16Q: 3 clusters Score -4393705 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35398 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -4393743.500000 Penalty: 3120.827881
	Iteration 17Q: 3 clusters Score -4393744 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35431 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -4393786.000000 Penalty: 3120.827881
	Iteration 18Q: 3 clusters Score -4393786 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35455 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -4393816.000000 Penalty: 3120.827881
	Iteration 19Q: 3 clusters Score -4393816 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35467 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -4393827.500000 Penalty: 3120.827881
	Iteration 20F: 3 clusters Score -4393828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35472 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -4393836.000000 Penalty: 3120.827881
	Iteration 21Q: 3 clusters Score -4393836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35479 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4393848.500000 Penalty: 3120.827881
	Iteration 22Q: 3 clusters Score -4393848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35487 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -4393863.500000 Penalty: 3120.827881
	Iteration 23Q: 3 clusters Score -4393864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35491 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -4393865.500000 Penalty: 3120.827881
	Iteration 24Q: 3 clusters Score -4393866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35492 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -4393867.500000 Penalty: 3120.827881
	Iteration 25Q: 3 clusters Score -4393868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35495 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -4393871.000000 Penalty: 3120.827881
	Iteration 26Q: 3 clusters Score -4393871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35497 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -4393876.000000 Penalty: 3120.827881
	Iteration 27Q: 3 clusters Score -4393876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35499 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -4393882.500000 Penalty: 3120.827881
	Iteration 28Q: 3 clusters Score -4393882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35503 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -4393886.500000 Penalty: 3120.827881
	Iteration 29Q: 3 clusters Score -4393886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35506 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -4393886.500000 Penalty: 3120.827881
	Iteration 30Q: 3 clusters Score -4393886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35506 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -4393893.500000 Penalty: 3120.827881
	Iteration 31Q: 3 clusters Score -4393894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35506 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -4393893.500000 Penalty: 3120.827881
	Iteration 32F: 3 clusters Score -4393894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (34746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34746 members 
Entering Unmasked Estep 
Score: -4366656.000000 Penalty: 1555.826050
	Iteration 0F: 2 clusters Score -4366656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -4344105.500000 Penalty: 3111.652100
	Iteration 0F: 3 clusters Score -4344106 nChanged 15693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -4352682.500000 Penalty: 3111.652100
	Iteration 1F: 3 clusters Score -4352682 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -4353124.000000 Penalty: 3111.652100
	Iteration 2Q: 3 clusters Score -4353124 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17726 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -4353495.000000 Penalty: 3111.652100
	Iteration 3Q: 3 clusters Score -4353495 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -4353769.500000 Penalty: 3111.652100
	Iteration 4Q: 3 clusters Score -4353770 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -4354038.000000 Penalty: 3111.652100
	Iteration 5Q: 3 clusters Score -4354038 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -4354209.500000 Penalty: 3111.652100
	Iteration 6Q: 3 clusters Score -4354210 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -4354341.000000 Penalty: 3111.652100
	Iteration 7Q: 3 clusters Score -4354341 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18750 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -4354496.000000 Penalty: 3111.652100
	Iteration 8Q: 3 clusters Score -4354496 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -4354686.000000 Penalty: 3111.652100
	Iteration 9Q: 3 clusters Score -4354686 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -4354920.500000 Penalty: 3111.652100
	Iteration 10Q: 3 clusters Score -4354920 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -4355259.000000 Penalty: 3111.652100
	Iteration 11Q: 3 clusters Score -4355259 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -4355722.500000 Penalty: 3111.652100
	Iteration 12Q: 3 clusters Score -4355722 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23254 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -4356403.000000 Penalty: 3111.652100
	Iteration 13Q: 3 clusters Score -4356403 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25002 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -4357463.000000 Penalty: 3111.652100
	Iteration 14F: 3 clusters Score -4357463 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27107 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -4358913.500000 Penalty: 3111.652100
	Iteration 15F: 3 clusters Score -4358914 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29383 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -4360767.500000 Penalty: 3111.652100
	Iteration 16F: 3 clusters Score -4360768 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31509 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -4362622.500000 Penalty: 3111.652100
	Iteration 17F: 3 clusters Score -4362622 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33017 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -4363992.000000 Penalty: 3111.652100
	Iteration 18Q: 3 clusters Score -4363992 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33835 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -4364708.500000 Penalty: 3111.652100
	Iteration 19Q: 3 clusters Score -4364708 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34187 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -4365014.500000 Penalty: 3111.652100
	Iteration 20F: 3 clusters Score -4365014 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34337 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -4365170.000000 Penalty: 3111.652100
	Iteration 21Q: 3 clusters Score -4365170 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34406 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -4365251.500000 Penalty: 3111.652100
	Iteration 22Q: 3 clusters Score -4365252 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34442 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -4365308.000000 Penalty: 3111.652100
	Iteration 23Q: 3 clusters Score -4365308 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34452 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -4365325.000000 Penalty: 3111.652100
	Iteration 24Q: 3 clusters Score -4365325 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34466 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -4365354.000000 Penalty: 3111.652100
	Iteration 25Q: 3 clusters Score -4365354 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34478 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -4365382.500000 Penalty: 3111.652100
	Iteration 26Q: 3 clusters Score -4365382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34479 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -4365387.500000 Penalty: 3111.652100
	Iteration 27Q: 3 clusters Score -4365388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34483 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -4365402.500000 Penalty: 3111.652100
	Iteration 28Q: 3 clusters Score -4365402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34485 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -4365415.000000 Penalty: 3111.652100
	Iteration 29Q: 3 clusters Score -4365415 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34484 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -4365424.000000 Penalty: 3111.652100
	Iteration 30Q: 3 clusters Score -4365424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34490 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -4365435.500000 Penalty: 3111.652100
	Iteration 31Q: 3 clusters Score -4365436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34493 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -4365439.000000 Penalty: 3111.652100
	Iteration 32Q: 3 clusters Score -4365439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34496 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -4365453.000000 Penalty: 3111.652100
	Iteration 33Q: 3 clusters Score -4365453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34499 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -4365456.500000 Penalty: 3111.652100
	Iteration 34Q: 3 clusters Score -4365456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34501 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -4365461.000000 Penalty: 3111.652100
	Iteration 35Q: 3 clusters Score -4365461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34501 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -4365461.000000 Penalty: 3111.652100
	Iteration 36Q: 3 clusters Score -4365461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34501 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -4365461.000000 Penalty: 3111.652100
	Iteration 37F: 3 clusters Score -4365461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (88304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88304 members 
Entering Unmasked Estep 
Score: -11208955.000000 Penalty: 1694.614868
	Iteration 0F: 2 clusters Score -1.120896e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44282 members 
Mstep: Class 2 contains 44022 members 
Entering Unmasked Estep 
Score: -11163103.000000 Penalty: 3389.229736
	Iteration 0F: 3 clusters Score -1.11631e+07 nChanged 41649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45823 members 
Mstep: Class 2 contains 42481 members 
Entering Unmasked Estep 
Score: -11186679.000000 Penalty: 3389.229736
	Iteration 1F: 3 clusters Score -1.118668e+07 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46533 members 
Mstep: Class 2 contains 41771 members 
Entering Unmasked Estep 
Score: -11187598.000000 Penalty: 3389.229736
	Iteration 2Q: 3 clusters Score -1.11876e+07 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47469 members 
Mstep: Class 2 contains 40835 members 
Entering Unmasked Estep 
Score: -11188761.000000 Penalty: 3389.229736
	Iteration 3Q: 3 clusters Score -1.118876e+07 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48574 members 
Mstep: Class 2 contains 39730 members 
Entering Unmasked Estep 
Score: -11190232.000000 Penalty: 3389.229736
	Iteration 4Q: 3 clusters Score -1.119023e+07 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49796 members 
Mstep: Class 2 contains 38508 members 
Entering Unmasked Estep 
Score: -11192177.000000 Penalty: 3389.229736
	Iteration 5F: 3 clusters Score -1.119218e+07 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51223 members 
Mstep: Class 2 contains 37081 members 
Entering Unmasked Estep 
Score: -11194368.000000 Penalty: 3389.229736
	Iteration 6F: 3 clusters Score -1.119437e+07 nChanged 5225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52644 members 
Mstep: Class 2 contains 35660 members 
Entering Unmasked Estep 
Score: -11196743.000000 Penalty: 3389.229736
	Iteration 7F: 3 clusters Score -1.119674e+07 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53965 members 
Mstep: Class 2 contains 34339 members 
Entering Unmasked Estep 
Score: -11199015.000000 Penalty: 3389.229736
	Iteration 8F: 3 clusters Score -1.119902e+07 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55016 members 
Mstep: Class 2 contains 33288 members 
Entering Unmasked Estep 
Score: -11201139.000000 Penalty: 3389.229736
	Iteration 9F: 3 clusters Score -1.120114e+07 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55655 members 
Mstep: Class 2 contains 32649 members 
Entering Unmasked Estep 
Score: -11203103.000000 Penalty: 3389.229736
	Iteration 10Q: 3 clusters Score -1.12031e+07 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55668 members 
Mstep: Class 2 contains 32636 members 
Entering Unmasked Estep 
Score: -11204913.000000 Penalty: 3389.229736
	Iteration 11Q: 3 clusters Score -1.120491e+07 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55046 members 
Mstep: Class 2 contains 33258 members 
Entering Unmasked Estep 
Score: -11206403.000000 Penalty: 3389.229736
	Iteration 12Q: 3 clusters Score -1.12064e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54048 members 
Mstep: Class 2 contains 34256 members 
Entering Unmasked Estep 
Score: -11207322.000000 Penalty: 3389.229736
	Iteration 13Q: 3 clusters Score -1.120732e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52863 members 
Mstep: Class 2 contains 35441 members 
Entering Unmasked Estep 
Score: -11207897.000000 Penalty: 3389.229736
	Iteration 14Q: 3 clusters Score -1.12079e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51613 members 
Mstep: Class 2 contains 36691 members 
Entering Unmasked Estep 
Score: -11208337.000000 Penalty: 3389.229736
	Iteration 15Q: 3 clusters Score -1.120834e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50256 members 
Mstep: Class 2 contains 38048 members 
Entering Unmasked Estep 
Score: -11208801.000000 Penalty: 3389.229736
	Iteration 16Q: 3 clusters Score -1.12088e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48843 members 
Mstep: Class 2 contains 39461 members 
Entering Unmasked Estep 
Score: -11209203.000000 Penalty: 3389.229736
	Iteration 17Q: 3 clusters Score -1.12092e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47360 members 
Mstep: Class 2 contains 40944 members 
Entering Unmasked Estep 
Score: -11209731.000000 Penalty: 3389.229736
	Iteration 18Q: 3 clusters Score -1.120973e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45948 members 
Mstep: Class 2 contains 42356 members 
Entering Unmasked Estep 
Score: -11210272.000000 Penalty: 3389.229736
	Iteration 19Q: 3 clusters Score -1.121027e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44581 members 
Mstep: Class 2 contains 43723 members 
Entering Unmasked Estep 
Score: -11210751.000000 Penalty: 3389.229736
	Iteration 20F: 3 clusters Score -1.121075e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43364 members 
Mstep: Class 2 contains 44940 members 
Entering Unmasked Estep 
Score: -11211307.000000 Penalty: 3389.229736
	Iteration 21Q: 3 clusters Score -1.121131e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42241 members 
Mstep: Class 2 contains 46063 members 
Entering Unmasked Estep 
Score: -11211834.000000 Penalty: 3389.229736
	Iteration 22Q: 3 clusters Score -1.121183e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41304 members 
Mstep: Class 2 contains 47000 members 
Entering Unmasked Estep 
Score: -11212298.000000 Penalty: 3389.229736
	Iteration 23Q: 3 clusters Score -1.12123e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40608 members 
Mstep: Class 2 contains 47696 members 
Entering Unmasked Estep 
Score: -11212795.000000 Penalty: 3389.229736
	Iteration 24Q: 3 clusters Score -1.12128e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40018 members 
Mstep: Class 2 contains 48286 members 
Entering Unmasked Estep 
Score: -11213118.000000 Penalty: 3389.229736
	Iteration 25Q: 3 clusters Score -1.121312e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39567 members 
Mstep: Class 2 contains 48737 members 
Entering Unmasked Estep 
Score: -11213459.000000 Penalty: 3389.229736
	Iteration 26Q: 3 clusters Score -1.121346e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39188 members 
Mstep: Class 2 contains 49116 members 
Entering Unmasked Estep 
Score: -11213714.000000 Penalty: 3389.229736
	Iteration 27Q: 3 clusters Score -1.121371e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38766 members 
Mstep: Class 2 contains 49538 members 
Entering Unmasked Estep 
Score: -11213791.000000 Penalty: 3389.229736
	Iteration 28Q: 3 clusters Score -1.121379e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38296 members 
Mstep: Class 2 contains 50008 members 
Entering Unmasked Estep 
Score: -11213850.000000 Penalty: 3389.229736
	Iteration 29Q: 3 clusters Score -1.121385e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37866 members 
Mstep: Class 2 contains 50438 members 
Entering Unmasked Estep 
Score: -11213857.000000 Penalty: 3389.229736
	Iteration 30Q: 3 clusters Score -1.121386e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37494 members 
Mstep: Class 2 contains 50810 members 
Entering Unmasked Estep 
Score: -11213853.000000 Penalty: 3389.229736
	Iteration 31Q: 3 clusters Score -1.121385e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37145 members 
Mstep: Class 2 contains 51159 members 
Entering Unmasked Estep 
Score: -11213853.000000 Penalty: 3389.229736
	Iteration 32Q: 3 clusters Score -1.121385e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36814 members 
Mstep: Class 2 contains 51490 members 
Entering Unmasked Estep 
Score: -11213851.000000 Penalty: 3389.229736
	Iteration 33Q: 3 clusters Score -1.121385e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36507 members 
Mstep: Class 2 contains 51797 members 
Entering Unmasked Estep 
Score: -11213798.000000 Penalty: 3389.229736
	Iteration 34Q: 3 clusters Score -1.12138e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36232 members 
Mstep: Class 2 contains 52072 members 
Entering Unmasked Estep 
Score: -11213766.000000 Penalty: 3389.229736
	Iteration 35Q: 3 clusters Score -1.121377e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35981 members 
Mstep: Class 2 contains 52323 members 
Entering Unmasked Estep 
Score: -11213752.000000 Penalty: 3389.229736
	Iteration 36Q: 3 clusters Score -1.121375e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35758 members 
Mstep: Class 2 contains 52546 members 
Entering Unmasked Estep 
Score: -11213724.000000 Penalty: 3389.229736
	Iteration 37Q: 3 clusters Score -1.121372e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35537 members 
Mstep: Class 2 contains 52767 members 
Entering Unmasked Estep 
Score: -11213675.000000 Penalty: 3389.229736
	Iteration 38Q: 3 clusters Score -1.121368e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35343 members 
Mstep: Class 2 contains 52961 members 
Entering Unmasked Estep 
Score: -11213663.000000 Penalty: 3389.229736
	Iteration 39Q: 3 clusters Score -1.121366e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35161 members 
Mstep: Class 2 contains 53143 members 
Entering Unmasked Estep 
Score: -11213630.000000 Penalty: 3389.229736
	Iteration 40F: 3 clusters Score -1.121363e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34993 members 
Mstep: Class 2 contains 53311 members 
Entering Unmasked Estep 
Score: -11213554.000000 Penalty: 3389.229736
	Iteration 41Q: 3 clusters Score -1.121355e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34844 members 
Mstep: Class 2 contains 53460 members 
Entering Unmasked Estep 
Score: -11213546.000000 Penalty: 3389.229736
	Iteration 42Q: 3 clusters Score -1.121355e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34720 members 
Mstep: Class 2 contains 53584 members 
Entering Unmasked Estep 
Score: -11213530.000000 Penalty: 3389.229736
	Iteration 43Q: 3 clusters Score -1.121353e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34618 members 
Mstep: Class 2 contains 53686 members 
Entering Unmasked Estep 
Score: -11213516.000000 Penalty: 3389.229736
	Iteration 44Q: 3 clusters Score -1.121352e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34536 members 
Mstep: Class 2 contains 53768 members 
Entering Unmasked Estep 
Score: -11213502.000000 Penalty: 3389.229736
	Iteration 45Q: 3 clusters Score -1.12135e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34452 members 
Mstep: Class 2 contains 53852 members 
Entering Unmasked Estep 
Score: -11213499.000000 Penalty: 3389.229736
	Iteration 46Q: 3 clusters Score -1.12135e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34358 members 
Mstep: Class 2 contains 53946 members 
Entering Unmasked Estep 
Score: -11213468.000000 Penalty: 3389.229736
	Iteration 47Q: 3 clusters Score -1.121347e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34280 members 
Mstep: Class 2 contains 54024 members 
Entering Unmasked Estep 
Score: -11213447.000000 Penalty: 3389.229736
	Iteration 48Q: 3 clusters Score -1.121345e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34202 members 
Mstep: Class 2 contains 54102 members 
Entering Unmasked Estep 
Score: -11213404.000000 Penalty: 3389.229736
	Iteration 49Q: 3 clusters Score -1.12134e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34125 members 
Mstep: Class 2 contains 54179 members 
Entering Unmasked Estep 
Score: -11213399.000000 Penalty: 3389.229736
	Iteration 50Q: 3 clusters Score -1.12134e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34062 members 
Mstep: Class 2 contains 54242 members 
Entering Unmasked Estep 
Score: -11213403.000000 Penalty: 3389.229736
	Iteration 51Q: 3 clusters Score -1.12134e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33997 members 
Mstep: Class 2 contains 54307 members 
Entering Unmasked Estep 
Score: -11213379.000000 Penalty: 3389.229736
	Iteration 52Q: 3 clusters Score -1.121338e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33938 members 
Mstep: Class 2 contains 54366 members 
Entering Unmasked Estep 
Score: -11213378.000000 Penalty: 3389.229736
	Iteration 53Q: 3 clusters Score -1.121338e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33866 members 
Mstep: Class 2 contains 54438 members 
Entering Unmasked Estep 
Score: -11213369.000000 Penalty: 3389.229736
	Iteration 54Q: 3 clusters Score -1.121337e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33783 members 
Mstep: Class 2 contains 54521 members 
Entering Unmasked Estep 
Score: -11213385.000000 Penalty: 3389.229736
	Iteration 55Q: 3 clusters Score -1.121338e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33685 members 
Mstep: Class 2 contains 54619 members 
Entering Unmasked Estep 
Score: -11213371.000000 Penalty: 3389.229736
	Iteration 56Q: 3 clusters Score -1.121337e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33582 members 
Mstep: Class 2 contains 54722 members 
Entering Unmasked Estep 
Score: -11213343.000000 Penalty: 3389.229736
	Iteration 57Q: 3 clusters Score -1.121334e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33490 members 
Mstep: Class 2 contains 54814 members 
Entering Unmasked Estep 
Score: -11213333.000000 Penalty: 3389.229736
	Iteration 58Q: 3 clusters Score -1.121333e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33385 members 
Mstep: Class 2 contains 54919 members 
Entering Unmasked Estep 
Score: -11213308.000000 Penalty: 3389.229736
	Iteration 59Q: 3 clusters Score -1.121331e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33273 members 
Mstep: Class 2 contains 55031 members 
Entering Unmasked Estep 
Score: -11213286.000000 Penalty: 3389.229736
	Iteration 60F: 3 clusters Score -1.121329e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33185 members 
Mstep: Class 2 contains 55119 members 
Entering Unmasked Estep 
Score: -11213322.000000 Penalty: 3389.229736
	Iteration 61Q: 3 clusters Score -1.121332e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33088 members 
Mstep: Class 2 contains 55216 members 
Entering Unmasked Estep 
Score: -11213322.000000 Penalty: 3389.229736
	Iteration 62Q: 3 clusters Score -1.121332e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32999 members 
Mstep: Class 2 contains 55305 members 
Entering Unmasked Estep 
Score: -11213319.000000 Penalty: 3389.229736
	Iteration 63Q: 3 clusters Score -1.121332e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32908 members 
Mstep: Class 2 contains 55396 members 
Entering Unmasked Estep 
Score: -11213296.000000 Penalty: 3389.229736
	Iteration 64Q: 3 clusters Score -1.12133e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32830 members 
Mstep: Class 2 contains 55474 members 
Entering Unmasked Estep 
Score: -11213313.000000 Penalty: 3389.229736
	Iteration 65Q: 3 clusters Score -1.121331e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32758 members 
Mstep: Class 2 contains 55546 members 
Entering Unmasked Estep 
Score: -11213296.000000 Penalty: 3389.229736
	Iteration 66Q: 3 clusters Score -1.12133e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32687 members 
Mstep: Class 2 contains 55617 members 
Entering Unmasked Estep 
Score: -11213287.000000 Penalty: 3389.229736
	Iteration 67Q: 3 clusters Score -1.121329e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32622 members 
Mstep: Class 2 contains 55682 members 
Entering Unmasked Estep 
Score: -11213275.000000 Penalty: 3389.229736
	Iteration 68Q: 3 clusters Score -1.121328e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32560 members 
Mstep: Class 2 contains 55744 members 
Entering Unmasked Estep 
Score: -11213262.000000 Penalty: 3389.229736
	Iteration 69Q: 3 clusters Score -1.121326e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32491 members 
Mstep: Class 2 contains 55813 members 
Entering Unmasked Estep 
Score: -11213282.000000 Penalty: 3389.229736
	Iteration 70Q: 3 clusters Score -1.121328e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32403 members 
Mstep: Class 2 contains 55901 members 
Entering Unmasked Estep 
Score: -11213257.000000 Penalty: 3389.229736
	Iteration 71Q: 3 clusters Score -1.121326e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32310 members 
Mstep: Class 2 contains 55994 members 
Entering Unmasked Estep 
Score: -11213241.000000 Penalty: 3389.229736
	Iteration 72Q: 3 clusters Score -1.121324e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32241 members 
Mstep: Class 2 contains 56063 members 
Entering Unmasked Estep 
Score: -11213239.000000 Penalty: 3389.229736
	Iteration 73Q: 3 clusters Score -1.121324e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32167 members 
Mstep: Class 2 contains 56137 members 
Entering Unmasked Estep 
Score: -11213234.000000 Penalty: 3389.229736
	Iteration 74Q: 3 clusters Score -1.121323e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32092 members 
Mstep: Class 2 contains 56212 members 
Entering Unmasked Estep 
Score: -11213220.000000 Penalty: 3389.229736
	Iteration 75Q: 3 clusters Score -1.121322e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32029 members 
Mstep: Class 2 contains 56275 members 
Entering Unmasked Estep 
Score: -11213220.000000 Penalty: 3389.229736
	Iteration 76Q: 3 clusters Score -1.121322e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31950 members 
Mstep: Class 2 contains 56354 members 
Entering Unmasked Estep 
Score: -11213216.000000 Penalty: 3389.229736
	Iteration 77Q: 3 clusters Score -1.121322e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31878 members 
Mstep: Class 2 contains 56426 members 
Entering Unmasked Estep 
Score: -11213210.000000 Penalty: 3389.229736
	Iteration 78Q: 3 clusters Score -1.121321e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31822 members 
Mstep: Class 2 contains 56482 members 
Entering Unmasked Estep 
Score: -11213182.000000 Penalty: 3389.229736
	Iteration 79Q: 3 clusters Score -1.121318e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31763 members 
Mstep: Class 2 contains 56541 members 
Entering Unmasked Estep 
Score: -11213167.000000 Penalty: 3389.229736
	Iteration 80F: 3 clusters Score -1.121317e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31700 members 
Mstep: Class 2 contains 56604 members 
Entering Unmasked Estep 
Score: -11213148.000000 Penalty: 3389.229736
	Iteration 81Q: 3 clusters Score -1.121315e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31631 members 
Mstep: Class 2 contains 56673 members 
Entering Unmasked Estep 
Score: -11213154.000000 Penalty: 3389.229736
	Iteration 82Q: 3 clusters Score -1.121315e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31565 members 
Mstep: Class 2 contains 56739 members 
Entering Unmasked Estep 
Score: -11213149.000000 Penalty: 3389.229736
	Iteration 83Q: 3 clusters Score -1.121315e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31503 members 
Mstep: Class 2 contains 56801 members 
Entering Unmasked Estep 
Score: -11213144.000000 Penalty: 3389.229736
	Iteration 84Q: 3 clusters Score -1.121314e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31431 members 
Mstep: Class 2 contains 56873 members 
Entering Unmasked Estep 
Score: -11213128.000000 Penalty: 3389.229736
	Iteration 85Q: 3 clusters Score -1.121313e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31363 members 
Mstep: Class 2 contains 56941 members 
Entering Unmasked Estep 
Score: -11213139.000000 Penalty: 3389.229736
	Iteration 86Q: 3 clusters Score -1.121314e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31293 members 
Mstep: Class 2 contains 57011 members 
Entering Unmasked Estep 
Score: -11213148.000000 Penalty: 3389.229736
	Iteration 87Q: 3 clusters Score -1.121315e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31245 members 
Mstep: Class 2 contains 57059 members 
Entering Unmasked Estep 
Score: -11213130.000000 Penalty: 3389.229736
	Iteration 88Q: 3 clusters Score -1.121313e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31185 members 
Mstep: Class 2 contains 57119 members 
Entering Unmasked Estep 
Score: -11213111.000000 Penalty: 3389.229736
	Iteration 89Q: 3 clusters Score -1.121311e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31126 members 
Mstep: Class 2 contains 57178 members 
Entering Unmasked Estep 
Score: -11213115.000000 Penalty: 3389.229736
	Iteration 90Q: 3 clusters Score -1.121312e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31067 members 
Mstep: Class 2 contains 57237 members 
Entering Unmasked Estep 
Score: -11213120.000000 Penalty: 3389.229736
	Iteration 91Q: 3 clusters Score -1.121312e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31002 members 
Mstep: Class 2 contains 57302 members 
Entering Unmasked Estep 
Score: -11213104.000000 Penalty: 3389.229736
	Iteration 92Q: 3 clusters Score -1.12131e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30949 members 
Mstep: Class 2 contains 57355 members 
Entering Unmasked Estep 
Score: -11213107.000000 Penalty: 3389.229736
	Iteration 93Q: 3 clusters Score -1.121311e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30902 members 
Mstep: Class 2 contains 57402 members 
Entering Unmasked Estep 
Score: -11213096.000000 Penalty: 3389.229736
	Iteration 94Q: 3 clusters Score -1.12131e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30842 members 
Mstep: Class 2 contains 57462 members 
Entering Unmasked Estep 
Score: -11213087.000000 Penalty: 3389.229736
	Iteration 95Q: 3 clusters Score -1.121309e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30796 members 
Mstep: Class 2 contains 57508 members 
Entering Unmasked Estep 
Score: -11213078.000000 Penalty: 3389.229736
	Iteration 96Q: 3 clusters Score -1.121308e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30743 members 
Mstep: Class 2 contains 57561 members 
Entering Unmasked Estep 
Score: -11213072.000000 Penalty: 3389.229736
	Iteration 97Q: 3 clusters Score -1.121307e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30686 members 
Mstep: Class 2 contains 57618 members 
Entering Unmasked Estep 
Score: -11213061.000000 Penalty: 3389.229736
	Iteration 98Q: 3 clusters Score -1.121306e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30638 members 
Mstep: Class 2 contains 57666 members 
Entering Unmasked Estep 
Score: -11213050.000000 Penalty: 3389.229736
	Iteration 99Q: 3 clusters Score -1.121305e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30585 members 
Mstep: Class 2 contains 57719 members 
Entering Unmasked Estep 
Score: -11213051.000000 Penalty: 3389.229736
	Iteration 100F: 3 clusters Score -1.121305e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30532 members 
Mstep: Class 2 contains 57772 members 
Entering Unmasked Estep 
Score: -11213046.000000 Penalty: 3389.229736
	Iteration 101Q: 3 clusters Score -1.121305e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30464 members 
Mstep: Class 2 contains 57840 members 
Entering Unmasked Estep 
Score: -11213057.000000 Penalty: 3389.229736
	Iteration 102Q: 3 clusters Score -1.121306e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30400 members 
Mstep: Class 2 contains 57904 members 
Entering Unmasked Estep 
Score: -11213024.000000 Penalty: 3389.229736
	Iteration 103Q: 3 clusters Score -1.121302e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30343 members 
Mstep: Class 2 contains 57961 members 
Entering Unmasked Estep 
Score: -11213013.000000 Penalty: 3389.229736
	Iteration 104Q: 3 clusters Score -1.121301e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30285 members 
Mstep: Class 2 contains 58019 members 
Entering Unmasked Estep 
Score: -11212996.000000 Penalty: 3389.229736
	Iteration 105Q: 3 clusters Score -1.1213e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30221 members 
Mstep: Class 2 contains 58083 members 
Entering Unmasked Estep 
Score: -11212993.000000 Penalty: 3389.229736
	Iteration 106Q: 3 clusters Score -1.121299e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30155 members 
Mstep: Class 2 contains 58149 members 
Entering Unmasked Estep 
Score: -11212984.000000 Penalty: 3389.229736
	Iteration 107Q: 3 clusters Score -1.121298e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30091 members 
Mstep: Class 2 contains 58213 members 
Entering Unmasked Estep 
Score: -11212977.000000 Penalty: 3389.229736
	Iteration 108Q: 3 clusters Score -1.121298e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30039 members 
Mstep: Class 2 contains 58265 members 
Entering Unmasked Estep 
Score: -11212971.000000 Penalty: 3389.229736
	Iteration 109Q: 3 clusters Score -1.121297e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29988 members 
Mstep: Class 2 contains 58316 members 
Entering Unmasked Estep 
Score: -11212948.000000 Penalty: 3389.229736
	Iteration 110Q: 3 clusters Score -1.121295e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29937 members 
Mstep: Class 2 contains 58367 members 
Entering Unmasked Estep 
Score: -11212932.000000 Penalty: 3389.229736
	Iteration 111Q: 3 clusters Score -1.121293e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29880 members 
Mstep: Class 2 contains 58424 members 
Entering Unmasked Estep 
Score: -11212920.000000 Penalty: 3389.229736
	Iteration 112Q: 3 clusters Score -1.121292e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29837 members 
Mstep: Class 2 contains 58467 members 
Entering Unmasked Estep 
Score: -11212914.000000 Penalty: 3389.229736
	Iteration 113Q: 3 clusters Score -1.121291e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29791 members 
Mstep: Class 2 contains 58513 members 
Entering Unmasked Estep 
Score: -11212908.000000 Penalty: 3389.229736
	Iteration 114Q: 3 clusters Score -1.121291e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29753 members 
Mstep: Class 2 contains 58551 members 
Entering Unmasked Estep 
Score: -11212887.000000 Penalty: 3389.229736
	Iteration 115Q: 3 clusters Score -1.121289e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29708 members 
Mstep: Class 2 contains 58596 members 
Entering Unmasked Estep 
Score: -11212905.000000 Penalty: 3389.229736
	Iteration 116Q: 3 clusters Score -1.12129e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29666 members 
Mstep: Class 2 contains 58638 members 
Entering Unmasked Estep 
Score: -11212920.000000 Penalty: 3389.229736
	Iteration 117Q: 3 clusters Score -1.121292e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29629 members 
Mstep: Class 2 contains 58675 members 
Entering Unmasked Estep 
Score: -11212918.000000 Penalty: 3389.229736
	Iteration 118Q: 3 clusters Score -1.121292e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29592 members 
Mstep: Class 2 contains 58712 members 
Entering Unmasked Estep 
Score: -11212912.000000 Penalty: 3389.229736
	Iteration 119Q: 3 clusters Score -1.121291e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29554 members 
Mstep: Class 2 contains 58750 members 
Entering Unmasked Estep 
Score: -11212925.000000 Penalty: 3389.229736
	Iteration 120F: 3 clusters Score -1.121292e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29523 members 
Mstep: Class 2 contains 58781 members 
Entering Unmasked Estep 
Score: -11212921.000000 Penalty: 3389.229736
	Iteration 121Q: 3 clusters Score -1.121292e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29491 members 
Mstep: Class 2 contains 58813 members 
Entering Unmasked Estep 
Score: -11212912.000000 Penalty: 3389.229736
	Iteration 122Q: 3 clusters Score -1.121291e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29457 members 
Mstep: Class 2 contains 58847 members 
Entering Unmasked Estep 
Score: -11212900.000000 Penalty: 3389.229736
	Iteration 123Q: 3 clusters Score -1.12129e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29424 members 
Mstep: Class 2 contains 58880 members 
Entering Unmasked Estep 
Score: -11212913.000000 Penalty: 3389.229736
	Iteration 124Q: 3 clusters Score -1.121291e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29398 members 
Mstep: Class 2 contains 58906 members 
Entering Unmasked Estep 
Score: -11212905.000000 Penalty: 3389.229736
	Iteration 125Q: 3 clusters Score -1.12129e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29374 members 
Mstep: Class 2 contains 58930 members 
Entering Unmasked Estep 
Score: -11212895.000000 Penalty: 3389.229736
	Iteration 126Q: 3 clusters Score -1.12129e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29343 members 
Mstep: Class 2 contains 58961 members 
Entering Unmasked Estep 
Score: -11212906.000000 Penalty: 3389.229736
	Iteration 127Q: 3 clusters Score -1.121291e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29309 members 
Mstep: Class 2 contains 58995 members 
Entering Unmasked Estep 
Score: -11212886.000000 Penalty: 3389.229736
	Iteration 128Q: 3 clusters Score -1.121289e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29291 members 
Mstep: Class 2 contains 59013 members 
Entering Unmasked Estep 
Score: -11212891.000000 Penalty: 3389.229736
	Iteration 129Q: 3 clusters Score -1.121289e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29275 members 
Mstep: Class 2 contains 59029 members 
Entering Unmasked Estep 
Score: -11212893.000000 Penalty: 3389.229736
	Iteration 130Q: 3 clusters Score -1.121289e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29260 members 
Mstep: Class 2 contains 59044 members 
Entering Unmasked Estep 
Score: -11212884.000000 Penalty: 3389.229736
	Iteration 131Q: 3 clusters Score -1.121288e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29240 members 
Mstep: Class 2 contains 59064 members 
Entering Unmasked Estep 
Score: -11212889.000000 Penalty: 3389.229736
	Iteration 132Q: 3 clusters Score -1.121289e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29218 members 
Mstep: Class 2 contains 59086 members 
Entering Unmasked Estep 
Score: -11212880.000000 Penalty: 3389.229736
	Iteration 133Q: 3 clusters Score -1.121288e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29194 members 
Mstep: Class 2 contains 59110 members 
Entering Unmasked Estep 
Score: -11212860.000000 Penalty: 3389.229736
	Iteration 134Q: 3 clusters Score -1.121286e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29163 members 
Mstep: Class 2 contains 59141 members 
Entering Unmasked Estep 
Score: -11212868.000000 Penalty: 3389.229736
	Iteration 135Q: 3 clusters Score -1.121287e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29140 members 
Mstep: Class 2 contains 59164 members 
Entering Unmasked Estep 
Score: -11212892.000000 Penalty: 3389.229736
	Iteration 136Q: 3 clusters Score -1.121289e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29120 members 
Mstep: Class 2 contains 59184 members 
Entering Unmasked Estep 
Score: -11212906.000000 Penalty: 3389.229736
	Iteration 137Q: 3 clusters Score -1.121291e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29095 members 
Mstep: Class 2 contains 59209 members 
Entering Unmasked Estep 
Score: -11212892.000000 Penalty: 3389.229736
	Iteration 138Q: 3 clusters Score -1.121289e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29069 members 
Mstep: Class 2 contains 59235 members 
Entering Unmasked Estep 
Score: -11212891.000000 Penalty: 3389.229736
	Iteration 139Q: 3 clusters Score -1.121289e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29037 members 
Mstep: Class 2 contains 59267 members 
Entering Unmasked Estep 
Score: -11212896.000000 Penalty: 3389.229736
	Iteration 140F: 3 clusters Score -1.12129e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29007 members 
Mstep: Class 2 contains 59297 members 
Entering Unmasked Estep 
Score: -11212901.000000 Penalty: 3389.229736
	Iteration 141Q: 3 clusters Score -1.12129e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28970 members 
Mstep: Class 2 contains 59334 members 
Entering Unmasked Estep 
Score: -11212910.000000 Penalty: 3389.229736
	Iteration 142Q: 3 clusters Score -1.121291e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28931 members 
Mstep: Class 2 contains 59373 members 
Entering Unmasked Estep 
Score: -11212925.000000 Penalty: 3389.229736
	Iteration 143Q: 3 clusters Score -1.121292e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28894 members 
Mstep: Class 2 contains 59410 members 
Entering Unmasked Estep 
Score: -11212925.000000 Penalty: 3389.229736
	Iteration 144Q: 3 clusters Score -1.121292e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28852 members 
Mstep: Class 2 contains 59452 members 
Entering Unmasked Estep 
Score: -11212918.000000 Penalty: 3389.229736
	Iteration 145Q: 3 clusters Score -1.121292e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28797 members 
Mstep: Class 2 contains 59507 members 
Entering Unmasked Estep 
Score: -11212884.000000 Penalty: 3389.229736
	Iteration 146Q: 3 clusters Score -1.121288e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28747 members 
Mstep: Class 2 contains 59557 members 
Entering Unmasked Estep 
Score: -11212870.000000 Penalty: 3389.229736
	Iteration 147Q: 3 clusters Score -1.121287e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28687 members 
Mstep: Class 2 contains 59617 members 
Entering Unmasked Estep 
Score: -11212872.000000 Penalty: 3389.229736
	Iteration 148Q: 3 clusters Score -1.121287e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28631 members 
Mstep: Class 2 contains 59673 members 
Entering Unmasked Estep 
Score: -11212879.000000 Penalty: 3389.229736
	Iteration 149Q: 3 clusters Score -1.121288e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28573 members 
Mstep: Class 2 contains 59731 members 
Entering Unmasked Estep 
Score: -11212863.000000 Penalty: 3389.229736
	Iteration 150Q: 3 clusters Score -1.121286e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28514 members 
Mstep: Class 2 contains 59790 members 
Entering Unmasked Estep 
Score: -11212847.000000 Penalty: 3389.229736
	Iteration 151Q: 3 clusters Score -1.121285e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28463 members 
Mstep: Class 2 contains 59841 members 
Entering Unmasked Estep 
Score: -11212814.000000 Penalty: 3389.229736
	Iteration 152Q: 3 clusters Score -1.121281e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28412 members 
Mstep: Class 2 contains 59892 members 
Entering Unmasked Estep 
Score: -11212813.000000 Penalty: 3389.229736
	Iteration 153Q: 3 clusters Score -1.121281e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28366 members 
Mstep: Class 2 contains 59938 members 
Entering Unmasked Estep 
Score: -11212803.000000 Penalty: 3389.229736
	Iteration 154Q: 3 clusters Score -1.12128e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28326 members 
Mstep: Class 2 contains 59978 members 
Entering Unmasked Estep 
Score: -11212800.000000 Penalty: 3389.229736
	Iteration 155Q: 3 clusters Score -1.12128e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28289 members 
Mstep: Class 2 contains 60015 members 
Entering Unmasked Estep 
Score: -11212777.000000 Penalty: 3389.229736
	Iteration 156Q: 3 clusters Score -1.121278e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28244 members 
Mstep: Class 2 contains 60060 members 
Entering Unmasked Estep 
Score: -11212759.000000 Penalty: 3389.229736
	Iteration 157Q: 3 clusters Score -1.121276e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28203 members 
Mstep: Class 2 contains 60101 members 
Entering Unmasked Estep 
Score: -11212764.000000 Penalty: 3389.229736
	Iteration 158Q: 3 clusters Score -1.121276e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28167 members 
Mstep: Class 2 contains 60137 members 
Entering Unmasked Estep 
Score: -11212771.000000 Penalty: 3389.229736
	Iteration 159Q: 3 clusters Score -1.121277e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28132 members 
Mstep: Class 2 contains 60172 members 
Entering Unmasked Estep 
Score: -11212769.000000 Penalty: 3389.229736
	Iteration 160F: 3 clusters Score -1.121277e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28087 members 
Mstep: Class 2 contains 60217 members 
Entering Unmasked Estep 
Score: -11212768.000000 Penalty: 3389.229736
	Iteration 161Q: 3 clusters Score -1.121277e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28037 members 
Mstep: Class 2 contains 60267 members 
Entering Unmasked Estep 
Score: -11212771.000000 Penalty: 3389.229736
	Iteration 162Q: 3 clusters Score -1.121277e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27989 members 
Mstep: Class 2 contains 60315 members 
Entering Unmasked Estep 
Score: -11212772.000000 Penalty: 3389.229736
	Iteration 163Q: 3 clusters Score -1.121277e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27936 members 
Mstep: Class 2 contains 60368 members 
Entering Unmasked Estep 
Score: -11212760.000000 Penalty: 3389.229736
	Iteration 164Q: 3 clusters Score -1.121276e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27887 members 
Mstep: Class 2 contains 60417 members 
Entering Unmasked Estep 
Score: -11212764.000000 Penalty: 3389.229736
	Iteration 165Q: 3 clusters Score -1.121276e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27846 members 
Mstep: Class 2 contains 60458 members 
Entering Unmasked Estep 
Score: -11212750.000000 Penalty: 3389.229736
	Iteration 166Q: 3 clusters Score -1.121275e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27812 members 
Mstep: Class 2 contains 60492 members 
Entering Unmasked Estep 
Score: -11212750.000000 Penalty: 3389.229736
	Iteration 167Q: 3 clusters Score -1.121275e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27762 members 
Mstep: Class 2 contains 60542 members 
Entering Unmasked Estep 
Score: -11212758.000000 Penalty: 3389.229736
	Iteration 168Q: 3 clusters Score -1.121276e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27704 members 
Mstep: Class 2 contains 60600 members 
Entering Unmasked Estep 
Score: -11212739.000000 Penalty: 3389.229736
	Iteration 169Q: 3 clusters Score -1.121274e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27628 members 
Mstep: Class 2 contains 60676 members 
Entering Unmasked Estep 
Score: -11212724.000000 Penalty: 3389.229736
	Iteration 170Q: 3 clusters Score -1.121272e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27555 members 
Mstep: Class 2 contains 60749 members 
Entering Unmasked Estep 
Score: -11212721.000000 Penalty: 3389.229736
	Iteration 171Q: 3 clusters Score -1.121272e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27479 members 
Mstep: Class 2 contains 60825 members 
Entering Unmasked Estep 
Score: -11212693.000000 Penalty: 3389.229736
	Iteration 172Q: 3 clusters Score -1.121269e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27398 members 
Mstep: Class 2 contains 60906 members 
Entering Unmasked Estep 
Score: -11212720.000000 Penalty: 3389.229736
	Iteration 173Q: 3 clusters Score -1.121272e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27311 members 
Mstep: Class 2 contains 60993 members 
Entering Unmasked Estep 
Score: -11212703.000000 Penalty: 3389.229736
	Iteration 174Q: 3 clusters Score -1.12127e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27220 members 
Mstep: Class 2 contains 61084 members 
Entering Unmasked Estep 
Score: -11212711.000000 Penalty: 3389.229736
	Iteration 175Q: 3 clusters Score -1.121271e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27129 members 
Mstep: Class 2 contains 61175 members 
Entering Unmasked Estep 
Score: -11212690.000000 Penalty: 3389.229736
	Iteration 176Q: 3 clusters Score -1.121269e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27050 members 
Mstep: Class 2 contains 61254 members 
Entering Unmasked Estep 
Score: -11212695.000000 Penalty: 3389.229736
	Iteration 177Q: 3 clusters Score -1.12127e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26956 members 
Mstep: Class 2 contains 61348 members 
Entering Unmasked Estep 
Score: -11212682.000000 Penalty: 3389.229736
	Iteration 178Q: 3 clusters Score -1.121268e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26854 members 
Mstep: Class 2 contains 61450 members 
Entering Unmasked Estep 
Score: -11212633.000000 Penalty: 3389.229736
	Iteration 179Q: 3 clusters Score -1.121263e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26754 members 
Mstep: Class 2 contains 61550 members 
Entering Unmasked Estep 
Score: -11212631.000000 Penalty: 3389.229736
	Iteration 180F: 3 clusters Score -1.121263e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26654 members 
Mstep: Class 2 contains 61650 members 
Entering Unmasked Estep 
Score: -11212629.000000 Penalty: 3389.229736
	Iteration 181Q: 3 clusters Score -1.121263e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26568 members 
Mstep: Class 2 contains 61736 members 
Entering Unmasked Estep 
Score: -11212585.000000 Penalty: 3389.229736
	Iteration 182Q: 3 clusters Score -1.121258e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26504 members 
Mstep: Class 2 contains 61800 members 
Entering Unmasked Estep 
Score: -11212566.000000 Penalty: 3389.229736
	Iteration 183Q: 3 clusters Score -1.121257e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26436 members 
Mstep: Class 2 contains 61868 members 
Entering Unmasked Estep 
Score: -11212555.000000 Penalty: 3389.229736
	Iteration 184Q: 3 clusters Score -1.121256e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26357 members 
Mstep: Class 2 contains 61947 members 
Entering Unmasked Estep 
Score: -11212556.000000 Penalty: 3389.229736
	Iteration 185Q: 3 clusters Score -1.121256e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26292 members 
Mstep: Class 2 contains 62012 members 
Entering Unmasked Estep 
Score: -11212561.000000 Penalty: 3389.229736
	Iteration 186Q: 3 clusters Score -1.121256e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26220 members 
Mstep: Class 2 contains 62084 members 
Entering Unmasked Estep 
Score: -11212532.000000 Penalty: 3389.229736
	Iteration 187Q: 3 clusters Score -1.121253e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26149 members 
Mstep: Class 2 contains 62155 members 
Entering Unmasked Estep 
Score: -11212517.000000 Penalty: 3389.229736
	Iteration 188Q: 3 clusters Score -1.121252e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26073 members 
Mstep: Class 2 contains 62231 members 
Entering Unmasked Estep 
Score: -11212494.000000 Penalty: 3389.229736
	Iteration 189Q: 3 clusters Score -1.121249e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26009 members 
Mstep: Class 2 contains 62295 members 
Entering Unmasked Estep 
Score: -11212494.000000 Penalty: 3389.229736
	Iteration 190Q: 3 clusters Score -1.121249e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25949 members 
Mstep: Class 2 contains 62355 members 
Entering Unmasked Estep 
Score: -11212524.000000 Penalty: 3389.229736
	Iteration 191Q: 3 clusters Score -1.121252e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25875 members 
Mstep: Class 2 contains 62429 members 
Entering Unmasked Estep 
Score: -11212520.000000 Penalty: 3389.229736
	Iteration 192Q: 3 clusters Score -1.121252e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25807 members 
Mstep: Class 2 contains 62497 members 
Entering Unmasked Estep 
Score: -11212488.000000 Penalty: 3389.229736
	Iteration 193Q: 3 clusters Score -1.121249e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25732 members 
Mstep: Class 2 contains 62572 members 
Entering Unmasked Estep 
Score: -11212478.000000 Penalty: 3389.229736
	Iteration 194Q: 3 clusters Score -1.121248e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25658 members 
Mstep: Class 2 contains 62646 members 
Entering Unmasked Estep 
Score: -11212482.000000 Penalty: 3389.229736
	Iteration 195Q: 3 clusters Score -1.121248e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25592 members 
Mstep: Class 2 contains 62712 members 
Entering Unmasked Estep 
Score: -11212473.000000 Penalty: 3389.229736
	Iteration 196Q: 3 clusters Score -1.121247e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 62778 members 
Entering Unmasked Estep 
Score: -11212440.000000 Penalty: 3389.229736
	Iteration 197Q: 3 clusters Score -1.121244e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 62848 members 
Entering Unmasked Estep 
Score: -11212417.000000 Penalty: 3389.229736
	Iteration 198Q: 3 clusters Score -1.121242e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25383 members 
Mstep: Class 2 contains 62921 members 
Entering Unmasked Estep 
Score: -11212431.000000 Penalty: 3389.229736
	Iteration 199Q: 3 clusters Score -1.121243e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25311 members 
Mstep: Class 2 contains 62993 members 
Entering Unmasked Estep 
Score: -11212405.000000 Penalty: 3389.229736
	Iteration 200F: 3 clusters Score -1.12124e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25220 members 
Mstep: Class 2 contains 63084 members 
Entering Unmasked Estep 
Score: -11212381.000000 Penalty: 3389.229736
	Iteration 201Q: 3 clusters Score -1.121238e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25130 members 
Mstep: Class 2 contains 63174 members 
Entering Unmasked Estep 
Score: -11212369.000000 Penalty: 3389.229736
	Iteration 202Q: 3 clusters Score -1.121237e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25045 members 
Mstep: Class 2 contains 63259 members 
Entering Unmasked Estep 
Score: -11212353.000000 Penalty: 3389.229736
	Iteration 203Q: 3 clusters Score -1.121235e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24970 members 
Mstep: Class 2 contains 63334 members 
Entering Unmasked Estep 
Score: -11212358.000000 Penalty: 3389.229736
	Iteration 204Q: 3 clusters Score -1.121236e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24904 members 
Mstep: Class 2 contains 63400 members 
Entering Unmasked Estep 
Score: -11212336.000000 Penalty: 3389.229736
	Iteration 205Q: 3 clusters Score -1.121234e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24823 members 
Mstep: Class 2 contains 63481 members 
Entering Unmasked Estep 
Score: -11212348.000000 Penalty: 3389.229736
	Iteration 206Q: 3 clusters Score -1.121235e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24756 members 
Mstep: Class 2 contains 63548 members 
Entering Unmasked Estep 
Score: -11212353.000000 Penalty: 3389.229736
	Iteration 207Q: 3 clusters Score -1.121235e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24684 members 
Mstep: Class 2 contains 63620 members 
Entering Unmasked Estep 
Score: -11212336.000000 Penalty: 3389.229736
	Iteration 208Q: 3 clusters Score -1.121234e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24616 members 
Mstep: Class 2 contains 63688 members 
Entering Unmasked Estep 
Score: -11212323.000000 Penalty: 3389.229736
	Iteration 209Q: 3 clusters Score -1.121232e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24547 members 
Mstep: Class 2 contains 63757 members 
Entering Unmasked Estep 
Score: -11212327.000000 Penalty: 3389.229736
	Iteration 210Q: 3 clusters Score -1.121233e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24467 members 
Mstep: Class 2 contains 63837 members 
Entering Unmasked Estep 
Score: -11212309.000000 Penalty: 3389.229736
	Iteration 211Q: 3 clusters Score -1.121231e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24370 members 
Mstep: Class 2 contains 63934 members 
Entering Unmasked Estep 
Score: -11212285.000000 Penalty: 3389.229736
	Iteration 212Q: 3 clusters Score -1.121228e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24260 members 
Mstep: Class 2 contains 64044 members 
Entering Unmasked Estep 
Score: -11212248.000000 Penalty: 3389.229736
	Iteration 213Q: 3 clusters Score -1.121225e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24143 members 
Mstep: Class 2 contains 64161 members 
Entering Unmasked Estep 
Score: -11212256.000000 Penalty: 3389.229736
	Iteration 214Q: 3 clusters Score -1.121226e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24022 members 
Mstep: Class 2 contains 64282 members 
Entering Unmasked Estep 
Score: -11212237.000000 Penalty: 3389.229736
	Iteration 215Q: 3 clusters Score -1.121224e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23904 members 
Mstep: Class 2 contains 64400 members 
Entering Unmasked Estep 
Score: -11212231.000000 Penalty: 3389.229736
	Iteration 216Q: 3 clusters Score -1.121223e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 64524 members 
Entering Unmasked Estep 
Score: -11212213.000000 Penalty: 3389.229736
	Iteration 217Q: 3 clusters Score -1.121221e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23632 members 
Mstep: Class 2 contains 64672 members 
Entering Unmasked Estep 
Score: -11212233.000000 Penalty: 3389.229736
	Iteration 218Q: 3 clusters Score -1.121223e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23492 members 
Mstep: Class 2 contains 64812 members 
Entering Unmasked Estep 
Score: -11212228.000000 Penalty: 3389.229736
	Iteration 219Q: 3 clusters Score -1.121223e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23348 members 
Mstep: Class 2 contains 64956 members 
Entering Unmasked Estep 
Score: -11212237.000000 Penalty: 3389.229736
	Iteration 220F: 3 clusters Score -1.121224e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23219 members 
Mstep: Class 2 contains 65085 members 
Entering Unmasked Estep 
Score: -11212243.000000 Penalty: 3389.229736
	Iteration 221Q: 3 clusters Score -1.121224e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23083 members 
Mstep: Class 2 contains 65221 members 
Entering Unmasked Estep 
Score: -11212213.000000 Penalty: 3389.229736
	Iteration 222Q: 3 clusters Score -1.121221e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 65347 members 
Entering Unmasked Estep 
Score: -11212227.000000 Penalty: 3389.229736
	Iteration 223Q: 3 clusters Score -1.121223e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22828 members 
Mstep: Class 2 contains 65476 members 
Entering Unmasked Estep 
Score: -11212191.000000 Penalty: 3389.229736
	Iteration 224Q: 3 clusters Score -1.121219e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 65606 members 
Entering Unmasked Estep 
Score: -11212180.000000 Penalty: 3389.229736
	Iteration 225Q: 3 clusters Score -1.121218e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 65750 members 
Entering Unmasked Estep 
Score: -11212189.000000 Penalty: 3389.229736
	Iteration 226Q: 3 clusters Score -1.121219e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22389 members 
Mstep: Class 2 contains 65915 members 
Entering Unmasked Estep 
Score: -11212162.000000 Penalty: 3389.229736
	Iteration 227Q: 3 clusters Score -1.121216e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 66069 members 
Entering Unmasked Estep 
Score: -11212146.000000 Penalty: 3389.229736
	Iteration 228Q: 3 clusters Score -1.121215e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22081 members 
Mstep: Class 2 contains 66223 members 
Entering Unmasked Estep 
Score: -11212082.000000 Penalty: 3389.229736
	Iteration 229Q: 3 clusters Score -1.121208e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 66399 members 
Entering Unmasked Estep 
Score: -11212060.000000 Penalty: 3389.229736
	Iteration 230Q: 3 clusters Score -1.121206e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 66588 members 
Entering Unmasked Estep 
Score: -11212025.000000 Penalty: 3389.229736
	Iteration 231Q: 3 clusters Score -1.121202e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 66787 members 
Entering Unmasked Estep 
Score: -11212020.000000 Penalty: 3389.229736
	Iteration 232Q: 3 clusters Score -1.121202e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 66970 members 
Entering Unmasked Estep 
Score: -11212031.000000 Penalty: 3389.229736
	Iteration 233Q: 3 clusters Score -1.121203e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 67175 members 
Entering Unmasked Estep 
Score: -11212028.000000 Penalty: 3389.229736
	Iteration 234Q: 3 clusters Score -1.121203e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 67377 members 
Entering Unmasked Estep 
Score: -11212012.000000 Penalty: 3389.229736
	Iteration 235Q: 3 clusters Score -1.121201e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 67571 members 
Entering Unmasked Estep 
Score: -11211993.000000 Penalty: 3389.229736
	Iteration 236Q: 3 clusters Score -1.121199e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 67808 members 
Entering Unmasked Estep 
Score: -11211960.000000 Penalty: 3389.229736
	Iteration 237Q: 3 clusters Score -1.121196e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 68059 members 
Entering Unmasked Estep 
Score: -11211945.000000 Penalty: 3389.229736
	Iteration 238Q: 3 clusters Score -1.121194e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 68313 members 
Entering Unmasked Estep 
Score: -11211925.000000 Penalty: 3389.229736
	Iteration 239Q: 3 clusters Score -1.121192e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 68567 members 
Entering Unmasked Estep 
Score: -11211904.000000 Penalty: 3389.229736
	Iteration 240F: 3 clusters Score -1.12119e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19489 members 
Mstep: Class 2 contains 68815 members 
Entering Unmasked Estep 
Score: -11211869.000000 Penalty: 3389.229736
	Iteration 241Q: 3 clusters Score -1.121187e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 69067 members 
Entering Unmasked Estep 
Score: -11211879.000000 Penalty: 3389.229736
	Iteration 242Q: 3 clusters Score -1.121188e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 69320 members 
Entering Unmasked Estep 
Score: -11211859.000000 Penalty: 3389.229736
	Iteration 243Q: 3 clusters Score -1.121186e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 69584 members 
Entering Unmasked Estep 
Score: -11211856.000000 Penalty: 3389.229736
	Iteration 244Q: 3 clusters Score -1.121186e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 69854 members 
Entering Unmasked Estep 
Score: -11211847.000000 Penalty: 3389.229736
	Iteration 245Q: 3 clusters Score -1.121185e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 70103 members 
Entering Unmasked Estep 
Score: -11211835.000000 Penalty: 3389.229736
	Iteration 246Q: 3 clusters Score -1.121184e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 70351 members 
Entering Unmasked Estep 
Score: -11211817.000000 Penalty: 3389.229736
	Iteration 247Q: 3 clusters Score -1.121182e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 70568 members 
Entering Unmasked Estep 
Score: -11211757.000000 Penalty: 3389.229736
	Iteration 248Q: 3 clusters Score -1.121176e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 70770 members 
Entering Unmasked Estep 
Score: -11211665.000000 Penalty: 3389.229736
	Iteration 249Q: 3 clusters Score -1.121166e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 70972 members 
Entering Unmasked Estep 
Score: -11211609.000000 Penalty: 3389.229736
	Iteration 250Q: 3 clusters Score -1.121161e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 71160 members 
Entering Unmasked Estep 
Score: -11211596.000000 Penalty: 3389.229736
	Iteration 251Q: 3 clusters Score -1.12116e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 71330 members 
Entering Unmasked Estep 
Score: -11211579.000000 Penalty: 3389.229736
	Iteration 252Q: 3 clusters Score -1.121158e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 71493 members 
Entering Unmasked Estep 
Score: -11211549.000000 Penalty: 3389.229736
	Iteration 253Q: 3 clusters Score -1.121155e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 71639 members 
Entering Unmasked Estep 
Score: -11211541.000000 Penalty: 3389.229736
	Iteration 254Q: 3 clusters Score -1.121154e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 71789 members 
Entering Unmasked Estep 
Score: -11211561.000000 Penalty: 3389.229736
	Iteration 255Q: 3 clusters Score -1.121156e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 71937 members 
Entering Unmasked Estep 
Score: -11211522.000000 Penalty: 3389.229736
	Iteration 256Q: 3 clusters Score -1.121152e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 72075 members 
Entering Unmasked Estep 
Score: -11211546.000000 Penalty: 3389.229736
	Iteration 257Q: 3 clusters Score -1.121155e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 72207 members 
Entering Unmasked Estep 
Score: -11211475.000000 Penalty: 3389.229736
	Iteration 258Q: 3 clusters Score -1.121148e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 72334 members 
Entering Unmasked Estep 
Score: -11211483.000000 Penalty: 3389.229736
	Iteration 259Q: 3 clusters Score -1.121148e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 72454 members 
Entering Unmasked Estep 
Score: -11211451.000000 Penalty: 3389.229736
	Iteration 260F: 3 clusters Score -1.121145e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 72567 members 
Entering Unmasked Estep 
Score: -11211479.000000 Penalty: 3389.229736
	Iteration 261Q: 3 clusters Score -1.121148e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 72675 members 
Entering Unmasked Estep 
Score: -11211458.000000 Penalty: 3389.229736
	Iteration 262Q: 3 clusters Score -1.121146e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 72780 members 
Entering Unmasked Estep 
Score: -11211426.000000 Penalty: 3389.229736
	Iteration 263Q: 3 clusters Score -1.121143e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 72885 members 
Entering Unmasked Estep 
Score: -11211387.000000 Penalty: 3389.229736
	Iteration 264Q: 3 clusters Score -1.121139e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 72981 members 
Entering Unmasked Estep 
Score: -11211371.000000 Penalty: 3389.229736
	Iteration 265Q: 3 clusters Score -1.121137e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 73064 members 
Entering Unmasked Estep 
Score: -11211337.000000 Penalty: 3389.229736
	Iteration 266Q: 3 clusters Score -1.121134e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 73143 members 
Entering Unmasked Estep 
Score: -11211329.000000 Penalty: 3389.229736
	Iteration 267Q: 3 clusters Score -1.121133e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 73224 members 
Entering Unmasked Estep 
Score: -11211315.000000 Penalty: 3389.229736
	Iteration 268Q: 3 clusters Score -1.121132e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 73307 members 
Entering Unmasked Estep 
Score: -11211313.000000 Penalty: 3389.229736
	Iteration 269Q: 3 clusters Score -1.121131e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 73392 members 
Entering Unmasked Estep 
Score: -11211271.000000 Penalty: 3389.229736
	Iteration 270Q: 3 clusters Score -1.121127e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 73469 members 
Entering Unmasked Estep 
Score: -11211273.000000 Penalty: 3389.229736
	Iteration 271Q: 3 clusters Score -1.121127e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 73538 members 
Entering Unmasked Estep 
Score: -11211258.000000 Penalty: 3389.229736
	Iteration 272Q: 3 clusters Score -1.121126e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 73604 members 
Entering Unmasked Estep 
Score: -11211232.000000 Penalty: 3389.229736
	Iteration 273Q: 3 clusters Score -1.121123e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 73670 members 
Entering Unmasked Estep 
Score: -11211212.000000 Penalty: 3389.229736
	Iteration 274Q: 3 clusters Score -1.121121e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 73729 members 
Entering Unmasked Estep 
Score: -11211216.000000 Penalty: 3389.229736
	Iteration 275Q: 3 clusters Score -1.121122e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 73782 members 
Entering Unmasked Estep 
Score: -11211206.000000 Penalty: 3389.229736
	Iteration 276Q: 3 clusters Score -1.121121e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 73846 members 
Entering Unmasked Estep 
Score: -11211193.000000 Penalty: 3389.229736
	Iteration 277Q: 3 clusters Score -1.121119e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 73903 members 
Entering Unmasked Estep 
Score: -11211194.000000 Penalty: 3389.229736
	Iteration 278Q: 3 clusters Score -1.121119e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 73944 members 
Entering Unmasked Estep 
Score: -11211190.000000 Penalty: 3389.229736
	Iteration 279Q: 3 clusters Score -1.121119e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 73995 members 
Entering Unmasked Estep 
Score: -11211177.000000 Penalty: 3389.229736
	Iteration 280F: 3 clusters Score -1.121118e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 74049 members 
Entering Unmasked Estep 
Score: -11211184.000000 Penalty: 3389.229736
	Iteration 281Q: 3 clusters Score -1.121118e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 74091 members 
Entering Unmasked Estep 
Score: -11211186.000000 Penalty: 3389.229736
	Iteration 282Q: 3 clusters Score -1.121119e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 74126 members 
Entering Unmasked Estep 
Score: -11211177.000000 Penalty: 3389.229736
	Iteration 283Q: 3 clusters Score -1.121118e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 74157 members 
Entering Unmasked Estep 
Score: -11211170.000000 Penalty: 3389.229736
	Iteration 284Q: 3 clusters Score -1.121117e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 74183 members 
Entering Unmasked Estep 
Score: -11211170.000000 Penalty: 3389.229736
	Iteration 285Q: 3 clusters Score -1.121117e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 74193 members 
Entering Unmasked Estep 
Score: -11211193.000000 Penalty: 3389.229736
	Iteration 286Q: 3 clusters Score -1.121119e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 74213 members 
Entering Unmasked Estep 
Score: -11211184.000000 Penalty: 3389.229736
	Iteration 287Q: 3 clusters Score -1.121118e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 74231 members 
Entering Unmasked Estep 
Score: -11211198.000000 Penalty: 3389.229736
	Iteration 288Q: 3 clusters Score -1.12112e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 74254 members 
Entering Unmasked Estep 
Score: -11211185.000000 Penalty: 3389.229736
	Iteration 289Q: 3 clusters Score -1.121118e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 74271 members 
Entering Unmasked Estep 
Score: -11211188.000000 Penalty: 3389.229736
	Iteration 290Q: 3 clusters Score -1.121119e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 74292 members 
Entering Unmasked Estep 
Score: -11211169.000000 Penalty: 3389.229736
	Iteration 291Q: 3 clusters Score -1.121117e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 74317 members 
Entering Unmasked Estep 
Score: -11211162.000000 Penalty: 3389.229736
	Iteration 292Q: 3 clusters Score -1.121116e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 74346 members 
Entering Unmasked Estep 
Score: -11211180.000000 Penalty: 3389.229736
	Iteration 293Q: 3 clusters Score -1.121118e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 74370 members 
Entering Unmasked Estep 
Score: -11211190.000000 Penalty: 3389.229736
	Iteration 294Q: 3 clusters Score -1.121119e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 74407 members 
Entering Unmasked Estep 
Score: -11211180.000000 Penalty: 3389.229736
	Iteration 295Q: 3 clusters Score -1.121118e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 74436 members 
Entering Unmasked Estep 
Score: -11211169.000000 Penalty: 3389.229736
	Iteration 296Q: 3 clusters Score -1.121117e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 74471 members 
Entering Unmasked Estep 
Score: -11211183.000000 Penalty: 3389.229736
	Iteration 297Q: 3 clusters Score -1.121118e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 74510 members 
Entering Unmasked Estep 
Score: -11211173.000000 Penalty: 3389.229736
	Iteration 298Q: 3 clusters Score -1.121117e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 74550 members 
Entering Unmasked Estep 
Score: -11211165.000000 Penalty: 3389.229736
	Iteration 299Q: 3 clusters Score -1.121116e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 74587 members 
Entering Unmasked Estep 
Score: -11211184.000000 Penalty: 3389.229736
	Iteration 300F: 3 clusters Score -1.121118e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 74621 members 
Entering Unmasked Estep 
Score: -11211187.000000 Penalty: 3389.229736
	Iteration 301Q: 3 clusters Score -1.121119e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 74653 members 
Entering Unmasked Estep 
Score: -11211169.000000 Penalty: 3389.229736
	Iteration 302Q: 3 clusters Score -1.121117e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 74679 members 
Entering Unmasked Estep 
Score: -11211164.000000 Penalty: 3389.229736
	Iteration 303Q: 3 clusters Score -1.121116e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 74702 members 
Entering Unmasked Estep 
Score: -11211164.000000 Penalty: 3389.229736
	Iteration 304Q: 3 clusters Score -1.121116e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 74725 members 
Entering Unmasked Estep 
Score: -11211147.000000 Penalty: 3389.229736
	Iteration 305Q: 3 clusters Score -1.121115e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 74752 members 
Entering Unmasked Estep 
Score: -11211140.000000 Penalty: 3389.229736
	Iteration 306Q: 3 clusters Score -1.121114e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 74783 members 
Entering Unmasked Estep 
Score: -11211129.000000 Penalty: 3389.229736
	Iteration 307Q: 3 clusters Score -1.121113e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 74807 members 
Entering Unmasked Estep 
Score: -11211120.000000 Penalty: 3389.229736
	Iteration 308Q: 3 clusters Score -1.121112e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 74826 members 
Entering Unmasked Estep 
Score: -11211110.000000 Penalty: 3389.229736
	Iteration 309Q: 3 clusters Score -1.121111e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 74846 members 
Entering Unmasked Estep 
Score: -11211099.000000 Penalty: 3389.229736
	Iteration 310Q: 3 clusters Score -1.12111e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 74866 members 
Entering Unmasked Estep 
Score: -11211071.000000 Penalty: 3389.229736
	Iteration 311Q: 3 clusters Score -1.121107e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 74888 members 
Entering Unmasked Estep 
Score: -11211079.000000 Penalty: 3389.229736
	Iteration 312Q: 3 clusters Score -1.121108e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 74908 members 
Entering Unmasked Estep 
Score: -11211084.000000 Penalty: 3389.229736
	Iteration 313Q: 3 clusters Score -1.121108e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 74925 members 
Entering Unmasked Estep 
Score: -11211095.000000 Penalty: 3389.229736
	Iteration 314Q: 3 clusters Score -1.12111e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 74939 members 
Entering Unmasked Estep 
Score: -11211080.000000 Penalty: 3389.229736
	Iteration 315Q: 3 clusters Score -1.121108e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 74957 members 
Entering Unmasked Estep 
Score: -11211077.000000 Penalty: 3389.229736
	Iteration 316Q: 3 clusters Score -1.121108e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 74973 members 
Entering Unmasked Estep 
Score: -11211064.000000 Penalty: 3389.229736
	Iteration 317Q: 3 clusters Score -1.121106e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 74991 members 
Entering Unmasked Estep 
Score: -11211078.000000 Penalty: 3389.229736
	Iteration 318Q: 3 clusters Score -1.121108e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 75021 members 
Entering Unmasked Estep 
Score: -11211065.000000 Penalty: 3389.229736
	Iteration 319Q: 3 clusters Score -1.121106e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 75048 members 
Entering Unmasked Estep 
Score: -11211071.000000 Penalty: 3389.229736
	Iteration 320F: 3 clusters Score -1.121107e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 75072 members 
Entering Unmasked Estep 
Score: -11211072.000000 Penalty: 3389.229736
	Iteration 321Q: 3 clusters Score -1.121107e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 75101 members 
Entering Unmasked Estep 
Score: -11211063.000000 Penalty: 3389.229736
	Iteration 322Q: 3 clusters Score -1.121106e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 75128 members 
Entering Unmasked Estep 
Score: -11211072.000000 Penalty: 3389.229736
	Iteration 323Q: 3 clusters Score -1.121107e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 75145 members 
Entering Unmasked Estep 
Score: -11211079.000000 Penalty: 3389.229736
	Iteration 324Q: 3 clusters Score -1.121108e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 75165 members 
Entering Unmasked Estep 
Score: -11211081.000000 Penalty: 3389.229736
	Iteration 325Q: 3 clusters Score -1.121108e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 75197 members 
Entering Unmasked Estep 
Score: -11211089.000000 Penalty: 3389.229736
	Iteration 326Q: 3 clusters Score -1.121109e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 75222 members 
Entering Unmasked Estep 
Score: -11211103.000000 Penalty: 3389.229736
	Iteration 327Q: 3 clusters Score -1.12111e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 75254 members 
Entering Unmasked Estep 
Score: -11211107.000000 Penalty: 3389.229736
	Iteration 328Q: 3 clusters Score -1.121111e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 75288 members 
Entering Unmasked Estep 
Score: -11211090.000000 Penalty: 3389.229736
	Iteration 329Q: 3 clusters Score -1.121109e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 75337 members 
Entering Unmasked Estep 
Score: -11211093.000000 Penalty: 3389.229736
	Iteration 330Q: 3 clusters Score -1.121109e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 75376 members 
Entering Unmasked Estep 
Score: -11211062.000000 Penalty: 3389.229736
	Iteration 331Q: 3 clusters Score -1.121106e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 75398 members 
Entering Unmasked Estep 
Score: -11211062.000000 Penalty: 3389.229736
	Iteration 332Q: 3 clusters Score -1.121106e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 75417 members 
Entering Unmasked Estep 
Score: -11211069.000000 Penalty: 3389.229736
	Iteration 333Q: 3 clusters Score -1.121107e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 75434 members 
Entering Unmasked Estep 
Score: -11211075.000000 Penalty: 3389.229736
	Iteration 334Q: 3 clusters Score -1.121108e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 75446 members 
Entering Unmasked Estep 
Score: -11211072.000000 Penalty: 3389.229736
	Iteration 335Q: 3 clusters Score -1.121107e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 75460 members 
Entering Unmasked Estep 
Score: -11211079.000000 Penalty: 3389.229736
	Iteration 336Q: 3 clusters Score -1.121108e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 75470 members 
Entering Unmasked Estep 
Score: -11211085.000000 Penalty: 3389.229736
	Iteration 337Q: 3 clusters Score -1.121108e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 75479 members 
Entering Unmasked Estep 
Score: -11211087.000000 Penalty: 3389.229736
	Iteration 338Q: 3 clusters Score -1.121109e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 75489 members 
Entering Unmasked Estep 
Score: -11211094.000000 Penalty: 3389.229736
	Iteration 339Q: 3 clusters Score -1.121109e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 75496 members 
Entering Unmasked Estep 
Score: -11211093.000000 Penalty: 3389.229736
	Iteration 340F: 3 clusters Score -1.121109e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 75495 members 
Entering Unmasked Estep 
Score: -11211093.000000 Penalty: 3389.229736
	Iteration 341Q: 3 clusters Score -1.121109e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 75497 members 
Entering Unmasked Estep 
Score: -11211088.000000 Penalty: 3389.229736
	Iteration 342Q: 3 clusters Score -1.121109e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 75502 members 
Entering Unmasked Estep 
Score: -11211103.000000 Penalty: 3389.229736
	Iteration 343Q: 3 clusters Score -1.12111e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 75503 members 
Entering Unmasked Estep 
Score: -11211099.000000 Penalty: 3389.229736
	Iteration 344Q: 3 clusters Score -1.12111e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 75504 members 
Entering Unmasked Estep 
Score: -11211092.000000 Penalty: 3389.229736
	Iteration 345Q: 3 clusters Score -1.121109e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 75507 members 
Entering Unmasked Estep 
Score: -11211107.000000 Penalty: 3389.229736
	Iteration 346Q: 3 clusters Score -1.121111e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 75511 members 
Entering Unmasked Estep 
Score: -11211098.000000 Penalty: 3389.229736
	Iteration 347Q: 3 clusters Score -1.12111e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 75514 members 
Entering Unmasked Estep 
Score: -11211099.000000 Penalty: 3389.229736
	Iteration 348Q: 3 clusters Score -1.12111e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 75518 members 
Entering Unmasked Estep 
Score: -11211108.000000 Penalty: 3389.229736
	Iteration 349Q: 3 clusters Score -1.121111e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 75519 members 
Entering Unmasked Estep 
Score: -11211099.000000 Penalty: 3389.229736
	Iteration 350Q: 3 clusters Score -1.12111e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 75522 members 
Entering Unmasked Estep 
Score: -11211098.000000 Penalty: 3389.229736
	Iteration 351Q: 3 clusters Score -1.12111e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 75525 members 
Entering Unmasked Estep 
Score: -11211094.000000 Penalty: 3389.229736
	Iteration 352Q: 3 clusters Score -1.121109e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 75533 members 
Entering Unmasked Estep 
Score: -11211085.000000 Penalty: 3389.229736
	Iteration 353Q: 3 clusters Score -1.121108e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 75542 members 
Entering Unmasked Estep 
Score: -11211108.000000 Penalty: 3389.229736
	Iteration 354Q: 3 clusters Score -1.121111e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 75548 members 
Entering Unmasked Estep 
Score: -11211106.000000 Penalty: 3389.229736
	Iteration 355Q: 3 clusters Score -1.121111e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 75559 members 
Entering Unmasked Estep 
Score: -11211108.000000 Penalty: 3389.229736
	Iteration 356Q: 3 clusters Score -1.121111e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 75570 members 
Entering Unmasked Estep 
Score: -11211104.000000 Penalty: 3389.229736
	Iteration 357Q: 3 clusters Score -1.12111e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 75574 members 
Entering Unmasked Estep 
Score: -11211110.000000 Penalty: 3389.229736
	Iteration 358Q: 3 clusters Score -1.121111e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 75589 members 
Entering Unmasked Estep 
Score: -11211107.000000 Penalty: 3389.229736
	Iteration 359Q: 3 clusters Score -1.121111e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 75612 members 
Entering Unmasked Estep 
Score: -11211111.000000 Penalty: 3389.229736
	Iteration 360F: 3 clusters Score -1.121111e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 75634 members 
Entering Unmasked Estep 
Score: -11211111.000000 Penalty: 3389.229736
	Iteration 361Q: 3 clusters Score -1.121111e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 75656 members 
Entering Unmasked Estep 
Score: -11211101.000000 Penalty: 3389.229736
	Iteration 362Q: 3 clusters Score -1.12111e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 75676 members 
Entering Unmasked Estep 
Score: -11211091.000000 Penalty: 3389.229736
	Iteration 363Q: 3 clusters Score -1.121109e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 75696 members 
Entering Unmasked Estep 
Score: -11211087.000000 Penalty: 3389.229736
	Iteration 364Q: 3 clusters Score -1.121109e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 75726 members 
Entering Unmasked Estep 
Score: -11211079.000000 Penalty: 3389.229736
	Iteration 365Q: 3 clusters Score -1.121108e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 75751 members 
Entering Unmasked Estep 
Score: -11211072.000000 Penalty: 3389.229736
	Iteration 366Q: 3 clusters Score -1.121107e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 75768 members 
Entering Unmasked Estep 
Score: -11211082.000000 Penalty: 3389.229736
	Iteration 367Q: 3 clusters Score -1.121108e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 75789 members 
Entering Unmasked Estep 
Score: -11211085.000000 Penalty: 3389.229736
	Iteration 368Q: 3 clusters Score -1.121108e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 75821 members 
Entering Unmasked Estep 
Score: -11211093.000000 Penalty: 3389.229736
	Iteration 369Q: 3 clusters Score -1.121109e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 75839 members 
Entering Unmasked Estep 
Score: -11211102.000000 Penalty: 3389.229736
	Iteration 370Q: 3 clusters Score -1.12111e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 75852 members 
Entering Unmasked Estep 
Score: -11211081.000000 Penalty: 3389.229736
	Iteration 371Q: 3 clusters Score -1.121108e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 75864 members 
Entering Unmasked Estep 
Score: -11211085.000000 Penalty: 3389.229736
	Iteration 372Q: 3 clusters Score -1.121108e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 75882 members 
Entering Unmasked Estep 
Score: -11211073.000000 Penalty: 3389.229736
	Iteration 373Q: 3 clusters Score -1.121107e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 75892 members 
Entering Unmasked Estep 
Score: -11211071.000000 Penalty: 3389.229736
	Iteration 374Q: 3 clusters Score -1.121107e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 75901 members 
Entering Unmasked Estep 
Score: -11211066.000000 Penalty: 3389.229736
	Iteration 375Q: 3 clusters Score -1.121107e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 75913 members 
Entering Unmasked Estep 
Score: -11211064.000000 Penalty: 3389.229736
	Iteration 376Q: 3 clusters Score -1.121106e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 75920 members 
Entering Unmasked Estep 
Score: -11211062.000000 Penalty: 3389.229736
	Iteration 377Q: 3 clusters Score -1.121106e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 75930 members 
Entering Unmasked Estep 
Score: -11211072.000000 Penalty: 3389.229736
	Iteration 378Q: 3 clusters Score -1.121107e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 75938 members 
Entering Unmasked Estep 
Score: -11211068.000000 Penalty: 3389.229736
	Iteration 379Q: 3 clusters Score -1.121107e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 75947 members 
Entering Unmasked Estep 
Score: -11211071.000000 Penalty: 3389.229736
	Iteration 380F: 3 clusters Score -1.121107e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 75954 members 
Entering Unmasked Estep 
Score: -11211074.000000 Penalty: 3389.229736
	Iteration 381Q: 3 clusters Score -1.121107e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 75960 members 
Entering Unmasked Estep 
Score: -11211076.000000 Penalty: 3389.229736
	Iteration 382Q: 3 clusters Score -1.121108e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 75966 members 
Entering Unmasked Estep 
Score: -11211074.000000 Penalty: 3389.229736
	Iteration 383Q: 3 clusters Score -1.121107e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 75974 members 
Entering Unmasked Estep 
Score: -11211081.000000 Penalty: 3389.229736
	Iteration 384Q: 3 clusters Score -1.121108e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 75980 members 
Entering Unmasked Estep 
Score: -11211063.000000 Penalty: 3389.229736
	Iteration 385Q: 3 clusters Score -1.121106e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 75985 members 
Entering Unmasked Estep 
Score: -11211073.000000 Penalty: 3389.229736
	Iteration 386Q: 3 clusters Score -1.121107e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 75993 members 
Entering Unmasked Estep 
Score: -11211062.000000 Penalty: 3389.229736
	Iteration 387Q: 3 clusters Score -1.121106e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 76001 members 
Entering Unmasked Estep 
Score: -11211058.000000 Penalty: 3389.229736
	Iteration 388Q: 3 clusters Score -1.121106e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 76006 members 
Entering Unmasked Estep 
Score: -11211052.000000 Penalty: 3389.229736
	Iteration 389Q: 3 clusters Score -1.121105e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 76010 members 
Entering Unmasked Estep 
Score: -11211057.000000 Penalty: 3389.229736
	Iteration 390Q: 3 clusters Score -1.121106e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 76014 members 
Entering Unmasked Estep 
Score: -11211067.000000 Penalty: 3389.229736
	Iteration 391Q: 3 clusters Score -1.121107e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 76019 members 
Entering Unmasked Estep 
Score: -11211069.000000 Penalty: 3389.229736
	Iteration 392Q: 3 clusters Score -1.121107e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 76022 members 
Entering Unmasked Estep 
Score: -11211073.000000 Penalty: 3389.229736
	Iteration 393Q: 3 clusters Score -1.121107e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 76023 members 
Entering Unmasked Estep 
Score: -11211079.000000 Penalty: 3389.229736
	Iteration 394Q: 3 clusters Score -1.121108e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 76023 members 
Entering Unmasked Estep 
Score: -11211079.000000 Penalty: 3389.229736
	Iteration 395F: 3 clusters Score -1.121108e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 6917 members 
Mstep: Class 3 contains 35834 members 
Mstep: Class 4 contains 34746 members 
Mstep: Class 5 contains 12281 members 
Mstep: Class 6 contains 24016 members 
Mstep: Class 7 contains 14368 members 
Mstep: Class 8 contains 9042 members 
Mstep: Class 9 contains 73591 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1266 members 
Mstep: Class 12 contains 72379 members 
Mstep: Class 13 contains 34655 members 
Mstep: Class 14 contains 3270 members 
Mstep: Class 15 contains 5588 members 
Mstep: Class 16 contains 17444 members 
Mstep: Class 17 contains 10294 members 
Mstep: Class 18 contains 31624 members 
Mstep: Class 19 contains 64352 members 
Mstep: Class 20 contains 1831 members 
Mstep: Class 21 contains 1236 members 
Mstep: Class 22 contains 8750 members 
Mstep: Class 23 contains 243 members 
Mstep: Class 24 contains 10218 members 
Mstep: Class 25 contains 6678 members 
Mstep: Class 26 contains 41100 members 
Mstep: Class 27 contains 22446 members 
Mstep: Class 28 contains 6252 members 
Mstep: Class 29 contains 4489 members 
Mstep: Class 30 contains 656 members 
Mstep: Class 31 contains 10298 members 
Mstep: Class 32 contains 391 members 
Mstep: Class 33 contains 1143 members 
Mstep: Class 34 contains 398 members 
Mstep: Class 35 contains 154 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 368 members 
Mstep: Class 38 contains 76023 members 
Entering Unmasked Estep 
Score: -80975152.000000 Penalty: 75827.835938
Splitting cluster 5 changes total score from -80973432.000000 to -80975152.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 6 (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: -2998734.500000 Penalty: 1500.867554
	Iteration 0F: 2 clusters Score -2998734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -2983135.000000 Penalty: 3001.735107
	Iteration 0F: 3 clusters Score -2983135 nChanged 10626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -2988932.000000 Penalty: 3001.735107
	Iteration 1F: 3 clusters Score -2988932 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -2989343.750000 Penalty: 3001.735107
	Iteration 2F: 3 clusters Score -2989344 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -2989718.250000 Penalty: 3001.735107
	Iteration 3Q: 3 clusters Score -2989718 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -2990107.750000 Penalty: 3001.735107
	Iteration 4Q: 3 clusters Score -2990108 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -2990577.750000 Penalty: 3001.735107
	Iteration 5Q: 3 clusters Score -2990578 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -2991248.000000 Penalty: 3001.735107
	Iteration 6Q: 3 clusters Score -2991248 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -2992163.750000 Penalty: 3001.735107
	Iteration 7F: 3 clusters Score -2992164 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -2993355.000000 Penalty: 3001.735107
	Iteration 8F: 3 clusters Score -2993355 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -2994723.250000 Penalty: 3001.735107
	Iteration 9F: 3 clusters Score -2994723 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22126 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -2995848.250000 Penalty: 3001.735107
	Iteration 10F: 3 clusters Score -2995848 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2996623.000000 Penalty: 3001.735107
	Iteration 11Q: 3 clusters Score -2996623 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23356 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2997075.000000 Penalty: 3001.735107
	Iteration 12Q: 3 clusters Score -2997075 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23562 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2997299.500000 Penalty: 3001.735107
	Iteration 13Q: 3 clusters Score -2997300 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2997422.750000 Penalty: 3001.735107
	Iteration 14Q: 3 clusters Score -2997423 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2997474.250000 Penalty: 3001.735107
	Iteration 15Q: 3 clusters Score -2997474 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23719 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2997515.500000 Penalty: 3001.735107
	Iteration 16Q: 3 clusters Score -2997516 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2997532.000000 Penalty: 3001.735107
	Iteration 17Q: 3 clusters Score -2997532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23735 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2997540.500000 Penalty: 3001.735107
	Iteration 18Q: 3 clusters Score -2997540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2997548.500000 Penalty: 3001.735107
	Iteration 19Q: 3 clusters Score -2997548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -2997549.750000 Penalty: 3001.735107
	Iteration 20F: 3 clusters Score -2997550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23740 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2997555.750000 Penalty: 3001.735107
	Iteration 21Q: 3 clusters Score -2997556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23742 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2997558.500000 Penalty: 3001.735107
	Iteration 22Q: 3 clusters Score -2997558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2997557.250000 Penalty: 3001.735107
	Iteration 23Q: 3 clusters Score -2997557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2997561.000000 Penalty: 3001.735107
	Iteration 24Q: 3 clusters Score -2997561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2997562.000000 Penalty: 3001.735107
	Iteration 25Q: 3 clusters Score -2997562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2997562.000000 Penalty: 3001.735107
	Iteration 26F: 3 clusters Score -2997562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Entering Unmasked Estep 
Score: -1751724.875000 Penalty: 1424.426514
	Iteration 0F: 2 clusters Score -1751725 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1742230.375000 Penalty: 2848.853027
	Iteration 0F: 3 clusters Score -1742230 nChanged 6147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1745454.625000 Penalty: 2848.853027
	Iteration 1F: 3 clusters Score -1745455 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1745782.875000 Penalty: 2848.853027
	Iteration 2F: 3 clusters Score -1745783 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1746021.500000 Penalty: 2848.853027
	Iteration 3Q: 3 clusters Score -1746022 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1746218.750000 Penalty: 2848.853027
	Iteration 4Q: 3 clusters Score -1746219 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1746393.250000 Penalty: 2848.853027
	Iteration 5Q: 3 clusters Score -1746393 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1746579.625000 Penalty: 2848.853027
	Iteration 6Q: 3 clusters Score -1746580 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1746765.375000 Penalty: 2848.853027
	Iteration 7Q: 3 clusters Score -1746765 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1746979.875000 Penalty: 2848.853027
	Iteration 8Q: 3 clusters Score -1746980 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1747215.125000 Penalty: 2848.853027
	Iteration 9Q: 3 clusters Score -1747215 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1747474.250000 Penalty: 2848.853027
	Iteration 10Q: 3 clusters Score -1747474 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1747729.750000 Penalty: 2848.853027
	Iteration 11Q: 3 clusters Score -1747730 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1748001.000000 Penalty: 2848.853027
	Iteration 12Q: 3 clusters Score -1748001 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1748237.625000 Penalty: 2848.853027
	Iteration 13Q: 3 clusters Score -1748238 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1748426.500000 Penalty: 2848.853027
	Iteration 14Q: 3 clusters Score -1748426 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1748587.250000 Penalty: 2848.853027
	Iteration 15Q: 3 clusters Score -1748587 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1748760.375000 Penalty: 2848.853027
	Iteration 16Q: 3 clusters Score -1748760 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1748897.625000 Penalty: 2848.853027
	Iteration 17Q: 3 clusters Score -1748898 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1748994.375000 Penalty: 2848.853027
	Iteration 18Q: 3 clusters Score -1748994 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1749071.500000 Penalty: 2848.853027
	Iteration 19Q: 3 clusters Score -1749072 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1749146.625000 Penalty: 2848.853027
	Iteration 20F: 3 clusters Score -1749147 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1749199.250000 Penalty: 2848.853027
	Iteration 21Q: 3 clusters Score -1749199 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1749250.375000 Penalty: 2848.853027
	Iteration 22Q: 3 clusters Score -1749250 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1749304.250000 Penalty: 2848.853027
	Iteration 23Q: 3 clusters Score -1749304 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1749350.750000 Penalty: 2848.853027
	Iteration 24Q: 3 clusters Score -1749351 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1749401.500000 Penalty: 2848.853027
	Iteration 25Q: 3 clusters Score -1749402 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1749456.625000 Penalty: 2848.853027
	Iteration 26Q: 3 clusters Score -1749457 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1749504.500000 Penalty: 2848.853027
	Iteration 27Q: 3 clusters Score -1749504 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1749582.375000 Penalty: 2848.853027
	Iteration 28Q: 3 clusters Score -1749582 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1749647.250000 Penalty: 2848.853027
	Iteration 29Q: 3 clusters Score -1749647 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1749728.875000 Penalty: 2848.853027
	Iteration 30Q: 3 clusters Score -1749729 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1749817.500000 Penalty: 2848.853027
	Iteration 31Q: 3 clusters Score -1749818 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1749900.250000 Penalty: 2848.853027
	Iteration 32Q: 3 clusters Score -1749900 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1749962.500000 Penalty: 2848.853027
	Iteration 33Q: 3 clusters Score -1749962 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1750015.375000 Penalty: 2848.853027
	Iteration 34Q: 3 clusters Score -1750015 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1750073.625000 Penalty: 2848.853027
	Iteration 35Q: 3 clusters Score -1750074 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1750136.875000 Penalty: 2848.853027
	Iteration 36Q: 3 clusters Score -1750137 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1750199.250000 Penalty: 2848.853027
	Iteration 37Q: 3 clusters Score -1750199 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1750269.250000 Penalty: 2848.853027
	Iteration 38Q: 3 clusters Score -1750269 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1750328.750000 Penalty: 2848.853027
	Iteration 39Q: 3 clusters Score -1750329 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1750376.500000 Penalty: 2848.853027
	Iteration 40F: 3 clusters Score -1750376 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1750415.375000 Penalty: 2848.853027
	Iteration 41Q: 3 clusters Score -1750415 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1750471.500000 Penalty: 2848.853027
	Iteration 42Q: 3 clusters Score -1750472 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1750524.375000 Penalty: 2848.853027
	Iteration 43Q: 3 clusters Score -1750524 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1750557.125000 Penalty: 2848.853027
	Iteration 44Q: 3 clusters Score -1750557 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1750586.750000 Penalty: 2848.853027
	Iteration 45Q: 3 clusters Score -1750587 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1750618.125000 Penalty: 2848.853027
	Iteration 46Q: 3 clusters Score -1750618 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1750645.250000 Penalty: 2848.853027
	Iteration 47Q: 3 clusters Score -1750645 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1750652.375000 Penalty: 2848.853027
	Iteration 48Q: 3 clusters Score -1750652 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1750659.625000 Penalty: 2848.853027
	Iteration 49Q: 3 clusters Score -1750660 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1750666.125000 Penalty: 2848.853027
	Iteration 50Q: 3 clusters Score -1750666 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1750673.875000 Penalty: 2848.853027
	Iteration 51Q: 3 clusters Score -1750674 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1750682.875000 Penalty: 2848.853027
	Iteration 52Q: 3 clusters Score -1750683 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1750688.875000 Penalty: 2848.853027
	Iteration 53Q: 3 clusters Score -1750689 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1750690.250000 Penalty: 2848.853027
	Iteration 54Q: 3 clusters Score -1750690 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1750695.125000 Penalty: 2848.853027
	Iteration 55Q: 3 clusters Score -1750695 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1750703.875000 Penalty: 2848.853027
	Iteration 56Q: 3 clusters Score -1750704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1750698.500000 Penalty: 2848.853027
	Iteration 57Q: 3 clusters Score -1750698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1750701.000000 Penalty: 2848.853027
	Iteration 58Q: 3 clusters Score -1750701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1750700.875000 Penalty: 2848.853027
	Iteration 59Q: 3 clusters Score -1750701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1750700.375000 Penalty: 2848.853027
	Iteration 60F: 3 clusters Score -1750700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1750707.500000 Penalty: 2848.853027
	Iteration 61Q: 3 clusters Score -1750708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1750707.375000 Penalty: 2848.853027
	Iteration 62Q: 3 clusters Score -1750707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1750708.500000 Penalty: 2848.853027
	Iteration 63Q: 3 clusters Score -1750708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1750708.875000 Penalty: 2848.853027
	Iteration 64Q: 3 clusters Score -1750709 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1750713.750000 Penalty: 2848.853027
	Iteration 65Q: 3 clusters Score -1750714 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1750719.000000 Penalty: 2848.853027
	Iteration 66Q: 3 clusters Score -1750719 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1750725.375000 Penalty: 2848.853027
	Iteration 67Q: 3 clusters Score -1750725 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1750729.500000 Penalty: 2848.853027
	Iteration 68Q: 3 clusters Score -1750730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1750731.250000 Penalty: 2848.853027
	Iteration 69Q: 3 clusters Score -1750731 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1750731.625000 Penalty: 2848.853027
	Iteration 70Q: 3 clusters Score -1750732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1750738.125000 Penalty: 2848.853027
	Iteration 71Q: 3 clusters Score -1750738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1750744.875000 Penalty: 2848.853027
	Iteration 72Q: 3 clusters Score -1750745 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1750747.000000 Penalty: 2848.853027
	Iteration 73Q: 3 clusters Score -1750747 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1750749.875000 Penalty: 2848.853027
	Iteration 74Q: 3 clusters Score -1750750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1750751.375000 Penalty: 2848.853027
	Iteration 75Q: 3 clusters Score -1750751 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1750757.250000 Penalty: 2848.853027
	Iteration 76Q: 3 clusters Score -1750757 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1750761.250000 Penalty: 2848.853027
	Iteration 77Q: 3 clusters Score -1750761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1750758.375000 Penalty: 2848.853027
	Iteration 78Q: 3 clusters Score -1750758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1750759.750000 Penalty: 2848.853027
	Iteration 79Q: 3 clusters Score -1750760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1750761.750000 Penalty: 2848.853027
	Iteration 80F: 3 clusters Score -1750762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1750761.375000 Penalty: 2848.853027
	Iteration 81Q: 3 clusters Score -1750761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1750760.375000 Penalty: 2848.853027
	Iteration 82Q: 3 clusters Score -1750760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1750760.375000 Penalty: 2848.853027
	Iteration 83F: 3 clusters Score -1750760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Entering Unmasked Estep 
Score: -1086214.250000 Penalty: 1355.513794
	Iteration 0F: 2 clusters Score -1086214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1080011.875000 Penalty: 2711.027588
	Iteration 0F: 3 clusters Score -1080012 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1082017.500000 Penalty: 2711.027588
	Iteration 1F: 3 clusters Score -1082018 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1082310.875000 Penalty: 2711.027588
	Iteration 2F: 3 clusters Score -1082311 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1082530.500000 Penalty: 2711.027588
	Iteration 3Q: 3 clusters Score -1082530 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1082735.000000 Penalty: 2711.027588
	Iteration 4Q: 3 clusters Score -1082735 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1082935.000000 Penalty: 2711.027588
	Iteration 5Q: 3 clusters Score -1082935 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1083138.375000 Penalty: 2711.027588
	Iteration 6Q: 3 clusters Score -1083138 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1083340.000000 Penalty: 2711.027588
	Iteration 7Q: 3 clusters Score -1083340 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1083557.375000 Penalty: 2711.027588
	Iteration 8Q: 3 clusters Score -1083557 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1083788.625000 Penalty: 2711.027588
	Iteration 9Q: 3 clusters Score -1083789 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1084022.375000 Penalty: 2711.027588
	Iteration 10Q: 3 clusters Score -1084022 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1084227.250000 Penalty: 2711.027588
	Iteration 11Q: 3 clusters Score -1084227 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1084438.125000 Penalty: 2711.027588
	Iteration 12Q: 3 clusters Score -1084438 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1084628.375000 Penalty: 2711.027588
	Iteration 13Q: 3 clusters Score -1084628 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1084811.000000 Penalty: 2711.027588
	Iteration 14Q: 3 clusters Score -1084811 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1084949.875000 Penalty: 2711.027588
	Iteration 15Q: 3 clusters Score -1084950 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1085051.125000 Penalty: 2711.027588
	Iteration 16Q: 3 clusters Score -1085051 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1085130.875000 Penalty: 2711.027588
	Iteration 17Q: 3 clusters Score -1085131 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1085191.125000 Penalty: 2711.027588
	Iteration 18Q: 3 clusters Score -1085191 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1085240.250000 Penalty: 2711.027588
	Iteration 19Q: 3 clusters Score -1085240 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1085286.750000 Penalty: 2711.027588
	Iteration 20F: 3 clusters Score -1085287 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1085339.250000 Penalty: 2711.027588
	Iteration 21Q: 3 clusters Score -1085339 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1085392.250000 Penalty: 2711.027588
	Iteration 22Q: 3 clusters Score -1085392 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1085440.125000 Penalty: 2711.027588
	Iteration 23Q: 3 clusters Score -1085440 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1085492.750000 Penalty: 2711.027588
	Iteration 24Q: 3 clusters Score -1085493 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1085532.000000 Penalty: 2711.027588
	Iteration 25Q: 3 clusters Score -1085532 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1085564.000000 Penalty: 2711.027588
	Iteration 26Q: 3 clusters Score -1085564 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1085576.500000 Penalty: 2711.027588
	Iteration 27Q: 3 clusters Score -1085576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1085586.000000 Penalty: 2711.027588
	Iteration 28Q: 3 clusters Score -1085586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1085590.000000 Penalty: 2711.027588
	Iteration 29Q: 3 clusters Score -1085590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1085594.750000 Penalty: 2711.027588
	Iteration 30Q: 3 clusters Score -1085595 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1085601.000000 Penalty: 2711.027588
	Iteration 31Q: 3 clusters Score -1085601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1085607.625000 Penalty: 2711.027588
	Iteration 32Q: 3 clusters Score -1085608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1085615.750000 Penalty: 2711.027588
	Iteration 33Q: 3 clusters Score -1085616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1085622.500000 Penalty: 2711.027588
	Iteration 34Q: 3 clusters Score -1085622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1085626.625000 Penalty: 2711.027588
	Iteration 35Q: 3 clusters Score -1085627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1085627.000000 Penalty: 2711.027588
	Iteration 36Q: 3 clusters Score -1085627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1085628.250000 Penalty: 2711.027588
	Iteration 37Q: 3 clusters Score -1085628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1085628.375000 Penalty: 2711.027588
	Iteration 38F: 3 clusters Score -1085628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1085628.375000 Penalty: 2711.027588
	Iteration 39Q: 3 clusters Score -1085628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1085628.375000 Penalty: 2711.027588
	Iteration 40F: 3 clusters Score -1085628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (73591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73591 members 
Entering Unmasked Estep 
Score: -9258613.000000 Penalty: 1667.494141
	Iteration 0F: 2 clusters Score -9258613 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36638 members 
Mstep: Class 2 contains 36953 members 
Entering Unmasked Estep 
Score: -9214378.000000 Penalty: 3334.988281
	Iteration 0F: 3 clusters Score -9214378 nChanged 34600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35524 members 
Mstep: Class 2 contains 38067 members 
Entering Unmasked Estep 
Score: -9233914.000000 Penalty: 3334.988281
	Iteration 1F: 3 clusters Score -9233914 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34990 members 
Mstep: Class 2 contains 38601 members 
Entering Unmasked Estep 
Score: -9234784.000000 Penalty: 3334.988281
	Iteration 2Q: 3 clusters Score -9234784 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34368 members 
Mstep: Class 2 contains 39223 members 
Entering Unmasked Estep 
Score: -9235901.000000 Penalty: 3334.988281
	Iteration 3Q: 3 clusters Score -9235901 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33758 members 
Mstep: Class 2 contains 39833 members 
Entering Unmasked Estep 
Score: -9237405.000000 Penalty: 3334.988281
	Iteration 4Q: 3 clusters Score -9237405 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33230 members 
Mstep: Class 2 contains 40361 members 
Entering Unmasked Estep 
Score: -9239555.000000 Penalty: 3334.988281
	Iteration 5F: 3 clusters Score -9239555 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32933 members 
Mstep: Class 2 contains 40658 members 
Entering Unmasked Estep 
Score: -9242237.000000 Penalty: 3334.988281
	Iteration 6F: 3 clusters Score -9242237 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32957 members 
Mstep: Class 2 contains 40634 members 
Entering Unmasked Estep 
Score: -9245313.000000 Penalty: 3334.988281
	Iteration 7F: 3 clusters Score -9245313 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33291 members 
Mstep: Class 2 contains 40300 members 
Entering Unmasked Estep 
Score: -9248162.000000 Penalty: 3334.988281
	Iteration 8F: 3 clusters Score -9248162 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33694 members 
Mstep: Class 2 contains 39897 members 
Entering Unmasked Estep 
Score: -9250392.000000 Penalty: 3334.988281
	Iteration 9F: 3 clusters Score -9250392 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34192 members 
Mstep: Class 2 contains 39399 members 
Entering Unmasked Estep 
Score: -9251943.000000 Penalty: 3334.988281
	Iteration 10Q: 3 clusters Score -9251943 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34798 members 
Mstep: Class 2 contains 38793 members 
Entering Unmasked Estep 
Score: -9253067.000000 Penalty: 3334.988281
	Iteration 11Q: 3 clusters Score -9253067 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35487 members 
Mstep: Class 2 contains 38104 members 
Entering Unmasked Estep 
Score: -9254083.000000 Penalty: 3334.988281
	Iteration 12Q: 3 clusters Score -9254083 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36303 members 
Mstep: Class 2 contains 37288 members 
Entering Unmasked Estep 
Score: -9254960.000000 Penalty: 3334.988281
	Iteration 13Q: 3 clusters Score -9254960 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37234 members 
Mstep: Class 2 contains 36357 members 
Entering Unmasked Estep 
Score: -9255857.000000 Penalty: 3334.988281
	Iteration 14Q: 3 clusters Score -9255857 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38282 members 
Mstep: Class 2 contains 35309 members 
Entering Unmasked Estep 
Score: -9256650.000000 Penalty: 3334.988281
	Iteration 15Q: 3 clusters Score -9256650 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39401 members 
Mstep: Class 2 contains 34190 members 
Entering Unmasked Estep 
Score: -9257391.000000 Penalty: 3334.988281
	Iteration 16Q: 3 clusters Score -9257391 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40471 members 
Mstep: Class 2 contains 33120 members 
Entering Unmasked Estep 
Score: -9257997.000000 Penalty: 3334.988281
	Iteration 17Q: 3 clusters Score -9257997 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41444 members 
Mstep: Class 2 contains 32147 members 
Entering Unmasked Estep 
Score: -9258403.000000 Penalty: 3334.988281
	Iteration 18Q: 3 clusters Score -9258403 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42322 members 
Mstep: Class 2 contains 31269 members 
Entering Unmasked Estep 
Score: -9258711.000000 Penalty: 3334.988281
	Iteration 19Q: 3 clusters Score -9258711 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43023 members 
Mstep: Class 2 contains 30568 members 
Entering Unmasked Estep 
Score: -9258872.000000 Penalty: 3334.988281
	Iteration 20F: 3 clusters Score -9258872 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43682 members 
Mstep: Class 2 contains 29909 members 
Entering Unmasked Estep 
Score: -9258973.000000 Penalty: 3334.988281
	Iteration 21Q: 3 clusters Score -9258973 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44306 members 
Mstep: Class 2 contains 29285 members 
Entering Unmasked Estep 
Score: -9259024.000000 Penalty: 3334.988281
	Iteration 22Q: 3 clusters Score -9259024 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44923 members 
Mstep: Class 2 contains 28668 members 
Entering Unmasked Estep 
Score: -9259101.000000 Penalty: 3334.988281
	Iteration 23Q: 3 clusters Score -9259101 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45479 members 
Mstep: Class 2 contains 28112 members 
Entering Unmasked Estep 
Score: -9259121.000000 Penalty: 3334.988281
	Iteration 24Q: 3 clusters Score -9259121 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46022 members 
Mstep: Class 2 contains 27569 members 
Entering Unmasked Estep 
Score: -9259107.000000 Penalty: 3334.988281
	Iteration 25Q: 3 clusters Score -9259107 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46558 members 
Mstep: Class 2 contains 27033 members 
Entering Unmasked Estep 
Score: -9259116.000000 Penalty: 3334.988281
	Iteration 26Q: 3 clusters Score -9259116 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47071 members 
Mstep: Class 2 contains 26520 members 
Entering Unmasked Estep 
Score: -9259060.000000 Penalty: 3334.988281
	Iteration 27Q: 3 clusters Score -9259060 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47590 members 
Mstep: Class 2 contains 26001 members 
Entering Unmasked Estep 
Score: -9259113.000000 Penalty: 3334.988281
	Iteration 28Q: 3 clusters Score -9259113 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48083 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -9259154.000000 Penalty: 3334.988281
	Iteration 29Q: 3 clusters Score -9259154 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48556 members 
Mstep: Class 2 contains 25035 members 
Entering Unmasked Estep 
Score: -9259154.000000 Penalty: 3334.988281
	Iteration 30Q: 3 clusters Score -9259154 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49014 members 
Mstep: Class 2 contains 24577 members 
Entering Unmasked Estep 
Score: -9259111.000000 Penalty: 3334.988281
	Iteration 31Q: 3 clusters Score -9259111 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49452 members 
Mstep: Class 2 contains 24139 members 
Entering Unmasked Estep 
Score: -9259098.000000 Penalty: 3334.988281
	Iteration 32Q: 3 clusters Score -9259098 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49941 members 
Mstep: Class 2 contains 23650 members 
Entering Unmasked Estep 
Score: -9259102.000000 Penalty: 3334.988281
	Iteration 33Q: 3 clusters Score -9259102 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50427 members 
Mstep: Class 2 contains 23164 members 
Entering Unmasked Estep 
Score: -9259114.000000 Penalty: 3334.988281
	Iteration 34Q: 3 clusters Score -9259114 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50897 members 
Mstep: Class 2 contains 22694 members 
Entering Unmasked Estep 
Score: -9259152.000000 Penalty: 3334.988281
	Iteration 35Q: 3 clusters Score -9259152 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51385 members 
Mstep: Class 2 contains 22206 members 
Entering Unmasked Estep 
Score: -9259191.000000 Penalty: 3334.988281
	Iteration 36Q: 3 clusters Score -9259191 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51855 members 
Mstep: Class 2 contains 21736 members 
Entering Unmasked Estep 
Score: -9259139.000000 Penalty: 3334.988281
	Iteration 37Q: 3 clusters Score -9259139 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52299 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -9259166.000000 Penalty: 3334.988281
	Iteration 38Q: 3 clusters Score -9259166 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52707 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -9259139.000000 Penalty: 3334.988281
	Iteration 39Q: 3 clusters Score -9259139 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53121 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -9259173.000000 Penalty: 3334.988281
	Iteration 40F: 3 clusters Score -9259173 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53542 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -9259197.000000 Penalty: 3334.988281
	Iteration 41Q: 3 clusters Score -9259197 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53917 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -9259197.000000 Penalty: 3334.988281
	Iteration 42Q: 3 clusters Score -9259197 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54282 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -9259195.000000 Penalty: 3334.988281
	Iteration 43Q: 3 clusters Score -9259195 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54677 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -9259207.000000 Penalty: 3334.988281
	Iteration 44Q: 3 clusters Score -9259207 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55072 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -9259220.000000 Penalty: 3334.988281
	Iteration 45Q: 3 clusters Score -9259220 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55421 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -9259218.000000 Penalty: 3334.988281
	Iteration 46Q: 3 clusters Score -9259218 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55781 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -9259229.000000 Penalty: 3334.988281
	Iteration 47Q: 3 clusters Score -9259229 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56118 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -9259221.000000 Penalty: 3334.988281
	Iteration 48Q: 3 clusters Score -9259221 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56448 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -9259203.000000 Penalty: 3334.988281
	Iteration 49Q: 3 clusters Score -9259203 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56762 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -9259246.000000 Penalty: 3334.988281
	Iteration 50Q: 3 clusters Score -9259246 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57043 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -9259231.000000 Penalty: 3334.988281
	Iteration 51Q: 3 clusters Score -9259231 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57348 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -9259224.000000 Penalty: 3334.988281
	Iteration 52Q: 3 clusters Score -9259224 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57639 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -9259221.000000 Penalty: 3334.988281
	Iteration 53Q: 3 clusters Score -9259221 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57926 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -9259219.000000 Penalty: 3334.988281
	Iteration 54Q: 3 clusters Score -9259219 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58250 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -9259237.000000 Penalty: 3334.988281
	Iteration 55Q: 3 clusters Score -9259237 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58568 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -9259241.000000 Penalty: 3334.988281
	Iteration 56Q: 3 clusters Score -9259241 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58853 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -9259239.000000 Penalty: 3334.988281
	Iteration 57Q: 3 clusters Score -9259239 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59120 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -9259237.000000 Penalty: 3334.988281
	Iteration 58Q: 3 clusters Score -9259237 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59396 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -9259261.000000 Penalty: 3334.988281
	Iteration 59Q: 3 clusters Score -9259261 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59666 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -9259284.000000 Penalty: 3334.988281
	Iteration 60F: 3 clusters Score -9259284 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59913 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -9259266.000000 Penalty: 3334.988281
	Iteration 61Q: 3 clusters Score -9259266 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60160 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -9259271.000000 Penalty: 3334.988281
	Iteration 62Q: 3 clusters Score -9259271 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60410 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -9259268.000000 Penalty: 3334.988281
	Iteration 63Q: 3 clusters Score -9259268 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60641 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -9259262.000000 Penalty: 3334.988281
	Iteration 64Q: 3 clusters Score -9259262 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60858 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -9259245.000000 Penalty: 3334.988281
	Iteration 65Q: 3 clusters Score -9259245 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61061 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -9259264.000000 Penalty: 3334.988281
	Iteration 66Q: 3 clusters Score -9259264 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61266 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -9259279.000000 Penalty: 3334.988281
	Iteration 67Q: 3 clusters Score -9259279 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61498 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -9259305.000000 Penalty: 3334.988281
	Iteration 68Q: 3 clusters Score -9259305 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61726 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -9259283.000000 Penalty: 3334.988281
	Iteration 69Q: 3 clusters Score -9259283 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61931 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -9259282.000000 Penalty: 3334.988281
	Iteration 70Q: 3 clusters Score -9259282 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62118 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -9259239.000000 Penalty: 3334.988281
	Iteration 71Q: 3 clusters Score -9259239 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62295 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -9259263.000000 Penalty: 3334.988281
	Iteration 72Q: 3 clusters Score -9259263 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62452 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -9259267.000000 Penalty: 3334.988281
	Iteration 73Q: 3 clusters Score -9259267 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62608 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -9259311.000000 Penalty: 3334.988281
	Iteration 74Q: 3 clusters Score -9259311 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62780 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -9259317.000000 Penalty: 3334.988281
	Iteration 75Q: 3 clusters Score -9259317 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62958 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -9259288.000000 Penalty: 3334.988281
	Iteration 76Q: 3 clusters Score -9259288 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63145 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -9259322.000000 Penalty: 3334.988281
	Iteration 77Q: 3 clusters Score -9259322 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63312 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -9259311.000000 Penalty: 3334.988281
	Iteration 78Q: 3 clusters Score -9259311 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63475 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -9259319.000000 Penalty: 3334.988281
	Iteration 79Q: 3 clusters Score -9259319 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63594 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -9259327.000000 Penalty: 3334.988281
	Iteration 80F: 3 clusters Score -9259327 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63694 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -9259309.000000 Penalty: 3334.988281
	Iteration 81Q: 3 clusters Score -9259309 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63789 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -9259318.000000 Penalty: 3334.988281
	Iteration 82Q: 3 clusters Score -9259318 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63872 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -9259310.000000 Penalty: 3334.988281
	Iteration 83Q: 3 clusters Score -9259310 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63949 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -9259324.000000 Penalty: 3334.988281
	Iteration 84Q: 3 clusters Score -9259324 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64023 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -9259319.000000 Penalty: 3334.988281
	Iteration 85Q: 3 clusters Score -9259319 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64109 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -9259314.000000 Penalty: 3334.988281
	Iteration 86Q: 3 clusters Score -9259314 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64194 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -9259321.000000 Penalty: 3334.988281
	Iteration 87Q: 3 clusters Score -9259321 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64276 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -9259316.000000 Penalty: 3334.988281
	Iteration 88Q: 3 clusters Score -9259316 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64360 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -9259306.000000 Penalty: 3334.988281
	Iteration 89Q: 3 clusters Score -9259306 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64445 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -9259284.000000 Penalty: 3334.988281
	Iteration 90Q: 3 clusters Score -9259284 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64535 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -9259279.000000 Penalty: 3334.988281
	Iteration 91Q: 3 clusters Score -9259279 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64627 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -9259307.000000 Penalty: 3334.988281
	Iteration 92Q: 3 clusters Score -9259307 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64710 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -9259293.000000 Penalty: 3334.988281
	Iteration 93Q: 3 clusters Score -9259293 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64778 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -9259288.000000 Penalty: 3334.988281
	Iteration 94Q: 3 clusters Score -9259288 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64846 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -9259308.000000 Penalty: 3334.988281
	Iteration 95Q: 3 clusters Score -9259308 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64918 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -9259301.000000 Penalty: 3334.988281
	Iteration 96Q: 3 clusters Score -9259301 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64981 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -9259283.000000 Penalty: 3334.988281
	Iteration 97Q: 3 clusters Score -9259283 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65049 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -9259280.000000 Penalty: 3334.988281
	Iteration 98Q: 3 clusters Score -9259280 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65118 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -9259286.000000 Penalty: 3334.988281
	Iteration 99Q: 3 clusters Score -9259286 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65191 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -9259280.000000 Penalty: 3334.988281
	Iteration 100F: 3 clusters Score -9259280 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65267 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -9259262.000000 Penalty: 3334.988281
	Iteration 101Q: 3 clusters Score -9259262 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65346 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -9259256.000000 Penalty: 3334.988281
	Iteration 102Q: 3 clusters Score -9259256 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65444 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -9259270.000000 Penalty: 3334.988281
	Iteration 103Q: 3 clusters Score -9259270 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65530 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -9259254.000000 Penalty: 3334.988281
	Iteration 104Q: 3 clusters Score -9259254 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65617 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -9259257.000000 Penalty: 3334.988281
	Iteration 105Q: 3 clusters Score -9259257 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65701 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -9259268.000000 Penalty: 3334.988281
	Iteration 106Q: 3 clusters Score -9259268 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65767 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -9259244.000000 Penalty: 3334.988281
	Iteration 107Q: 3 clusters Score -9259244 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65824 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -9259241.000000 Penalty: 3334.988281
	Iteration 108Q: 3 clusters Score -9259241 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65882 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -9259252.000000 Penalty: 3334.988281
	Iteration 109Q: 3 clusters Score -9259252 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65941 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -9259251.000000 Penalty: 3334.988281
	Iteration 110Q: 3 clusters Score -9259251 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65990 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -9259262.000000 Penalty: 3334.988281
	Iteration 111Q: 3 clusters Score -9259262 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66044 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -9259278.000000 Penalty: 3334.988281
	Iteration 112Q: 3 clusters Score -9259278 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66102 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -9259276.000000 Penalty: 3334.988281
	Iteration 113Q: 3 clusters Score -9259276 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66154 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -9259288.000000 Penalty: 3334.988281
	Iteration 114Q: 3 clusters Score -9259288 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66218 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -9259291.000000 Penalty: 3334.988281
	Iteration 115Q: 3 clusters Score -9259291 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66270 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -9259296.000000 Penalty: 3334.988281
	Iteration 116Q: 3 clusters Score -9259296 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66327 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -9259311.000000 Penalty: 3334.988281
	Iteration 117Q: 3 clusters Score -9259311 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66384 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -9259286.000000 Penalty: 3334.988281
	Iteration 118Q: 3 clusters Score -9259286 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66437 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -9259304.000000 Penalty: 3334.988281
	Iteration 119Q: 3 clusters Score -9259304 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66493 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -9259296.000000 Penalty: 3334.988281
	Iteration 120F: 3 clusters Score -9259296 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66559 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -9259291.000000 Penalty: 3334.988281
	Iteration 121Q: 3 clusters Score -9259291 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66627 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -9259299.000000 Penalty: 3334.988281
	Iteration 122Q: 3 clusters Score -9259299 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66685 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -9259289.000000 Penalty: 3334.988281
	Iteration 123Q: 3 clusters Score -9259289 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66725 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -9259306.000000 Penalty: 3334.988281
	Iteration 124Q: 3 clusters Score -9259306 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66757 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -9259293.000000 Penalty: 3334.988281
	Iteration 125Q: 3 clusters Score -9259293 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66791 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -9259310.000000 Penalty: 3334.988281
	Iteration 126Q: 3 clusters Score -9259310 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66823 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -9259301.000000 Penalty: 3334.988281
	Iteration 127Q: 3 clusters Score -9259301 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66853 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -9259287.000000 Penalty: 3334.988281
	Iteration 128Q: 3 clusters Score -9259287 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66883 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -9259294.000000 Penalty: 3334.988281
	Iteration 129Q: 3 clusters Score -9259294 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66915 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -9259294.000000 Penalty: 3334.988281
	Iteration 130Q: 3 clusters Score -9259294 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66944 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -9259288.000000 Penalty: 3334.988281
	Iteration 131Q: 3 clusters Score -9259288 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66966 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -9259288.000000 Penalty: 3334.988281
	Iteration 132Q: 3 clusters Score -9259288 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66996 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -9259289.000000 Penalty: 3334.988281
	Iteration 133Q: 3 clusters Score -9259289 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67025 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -9259285.000000 Penalty: 3334.988281
	Iteration 134Q: 3 clusters Score -9259285 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67051 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -9259293.000000 Penalty: 3334.988281
	Iteration 135Q: 3 clusters Score -9259293 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67078 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -9259289.000000 Penalty: 3334.988281
	Iteration 136Q: 3 clusters Score -9259289 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67101 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -9259285.000000 Penalty: 3334.988281
	Iteration 137Q: 3 clusters Score -9259285 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67124 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -9259288.000000 Penalty: 3334.988281
	Iteration 138Q: 3 clusters Score -9259288 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67146 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -9259284.000000 Penalty: 3334.988281
	Iteration 139Q: 3 clusters Score -9259284 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67168 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -9259273.000000 Penalty: 3334.988281
	Iteration 140F: 3 clusters Score -9259273 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67196 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -9259279.000000 Penalty: 3334.988281
	Iteration 141Q: 3 clusters Score -9259279 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67218 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -9259284.000000 Penalty: 3334.988281
	Iteration 142Q: 3 clusters Score -9259284 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67236 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -9259271.000000 Penalty: 3334.988281
	Iteration 143Q: 3 clusters Score -9259271 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67255 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -9259269.000000 Penalty: 3334.988281
	Iteration 144Q: 3 clusters Score -9259269 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67270 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -9259271.000000 Penalty: 3334.988281
	Iteration 145Q: 3 clusters Score -9259271 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67284 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -9259286.000000 Penalty: 3334.988281
	Iteration 146Q: 3 clusters Score -9259286 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67298 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -9259295.000000 Penalty: 3334.988281
	Iteration 147Q: 3 clusters Score -9259295 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67303 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -9259309.000000 Penalty: 3334.988281
	Iteration 148Q: 3 clusters Score -9259309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67306 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -9259302.000000 Penalty: 3334.988281
	Iteration 149Q: 3 clusters Score -9259302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67308 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -9259307.000000 Penalty: 3334.988281
	Iteration 150Q: 3 clusters Score -9259307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67312 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -9259313.000000 Penalty: 3334.988281
	Iteration 151Q: 3 clusters Score -9259313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67316 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -9259313.000000 Penalty: 3334.988281
	Iteration 152Q: 3 clusters Score -9259313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67319 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -9259315.000000 Penalty: 3334.988281
	Iteration 153Q: 3 clusters Score -9259315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67322 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -9259319.000000 Penalty: 3334.988281
	Iteration 154Q: 3 clusters Score -9259319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67324 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -9259320.000000 Penalty: 3334.988281
	Iteration 155Q: 3 clusters Score -9259320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67327 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -9259320.000000 Penalty: 3334.988281
	Iteration 156Q: 3 clusters Score -9259320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67327 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -9259320.000000 Penalty: 3334.988281
	Iteration 157F: 3 clusters Score -9259320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 6917 members 
Mstep: Class 3 contains 35834 members 
Mstep: Class 4 contains 34746 members 
Mstep: Class 5 contains 12281 members 
Mstep: Class 6 contains 24016 members 
Mstep: Class 7 contains 14368 members 
Mstep: Class 8 contains 9042 members 
Mstep: Class 9 contains 67327 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1266 members 
Mstep: Class 12 contains 72379 members 
Mstep: Class 13 contains 34655 members 
Mstep: Class 14 contains 3270 members 
Mstep: Class 15 contains 5588 members 
Mstep: Class 16 contains 17444 members 
Mstep: Class 17 contains 10294 members 
Mstep: Class 18 contains 31624 members 
Mstep: Class 19 contains 64352 members 
Mstep: Class 20 contains 1831 members 
Mstep: Class 21 contains 1236 members 
Mstep: Class 22 contains 8750 members 
Mstep: Class 23 contains 243 members 
Mstep: Class 24 contains 10218 members 
Mstep: Class 25 contains 6678 members 
Mstep: Class 26 contains 41100 members 
Mstep: Class 27 contains 22446 members 
Mstep: Class 28 contains 6252 members 
Mstep: Class 29 contains 4489 members 
Mstep: Class 30 contains 656 members 
Mstep: Class 31 contains 10298 members 
Mstep: Class 32 contains 391 members 
Mstep: Class 33 contains 1143 members 
Mstep: Class 34 contains 398 members 
Mstep: Class 35 contains 154 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 368 members 
Mstep: Class 38 contains 76023 members 
Mstep: Class 39 contains 6264 members 
Entering Unmasked Estep 
Score: -80975504.000000 Penalty: 77823.304688
Splitting cluster 9 changes total score from -80973432.000000 to -80975504.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 10 (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: -54594.281250 Penalty: 951.614990
	Iteration 0F: 2 clusters Score -54594.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -53644.382812 Penalty: 1903.229980
	Iteration 0F: 3 clusters Score -53644.38 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -53939.468750 Penalty: 1903.229980
	Iteration 1F: 3 clusters Score -53939.47 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -54012.550781 Penalty: 1903.229980
	Iteration 2F: 3 clusters Score -54012.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -54055.824219 Penalty: 1903.229980
	Iteration 3Q: 3 clusters Score -54055.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -54099.144531 Penalty: 1903.229980
	Iteration 4Q: 3 clusters Score -54099.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -54134.453125 Penalty: 1903.229980
	Iteration 5Q: 3 clusters Score -54134.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -54166.828125 Penalty: 1903.229980
	Iteration 6Q: 3 clusters Score -54166.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -54210.425781 Penalty: 1903.229980
	Iteration 7Q: 3 clusters Score -54210.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -54244.953125 Penalty: 1903.229980
	Iteration 8Q: 3 clusters Score -54244.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -54265.671875 Penalty: 1903.229980
	Iteration 9Q: 3 clusters Score -54265.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -54273.164062 Penalty: 1903.229980
	Iteration 10Q: 3 clusters Score -54273.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -54278.117188 Penalty: 1903.229980
	Iteration 11Q: 3 clusters Score -54278.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -54283.199219 Penalty: 1903.229980
	Iteration 12Q: 3 clusters Score -54283.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -54286.113281 Penalty: 1903.229980
	Iteration 13Q: 3 clusters Score -54286.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -54289.718750 Penalty: 1903.229980
	Iteration 14Q: 3 clusters Score -54289.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -54291.878906 Penalty: 1903.229980
	Iteration 15Q: 3 clusters Score -54291.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -54297.128906 Penalty: 1903.229980
	Iteration 16Q: 3 clusters Score -54297.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -54300.496094 Penalty: 1903.229980
	Iteration 17Q: 3 clusters Score -54300.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -54300.496094 Penalty: 1903.229980
	Iteration 18F: 3 clusters Score -54300.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Entering Unmasked Estep 
Score: -149114.265625 Penalty: 1062.970337
	Iteration 0F: 2 clusters Score -149114.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -147681.500000 Penalty: 2125.940674
	Iteration 0F: 3 clusters Score -147681.5 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -148033.171875 Penalty: 2125.940674
	Iteration 1F: 3 clusters Score -148033.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -148116.468750 Penalty: 2125.940674
	Iteration 2F: 3 clusters Score -148116.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -148173.062500 Penalty: 2125.940674
	Iteration 3Q: 3 clusters Score -148173.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -148204.312500 Penalty: 2125.940674
	Iteration 4Q: 3 clusters Score -148204.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -148229.687500 Penalty: 2125.940674
	Iteration 5Q: 3 clusters Score -148229.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -148241.390625 Penalty: 2125.940674
	Iteration 6Q: 3 clusters Score -148241.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -148247.390625 Penalty: 2125.940674
	Iteration 7Q: 3 clusters Score -148247.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -148250.484375 Penalty: 2125.940674
	Iteration 8Q: 3 clusters Score -148250.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -148253.906250 Penalty: 2125.940674
	Iteration 9Q: 3 clusters Score -148253.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -148256.109375 Penalty: 2125.940674
	Iteration 10Q: 3 clusters Score -148256.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -148258.062500 Penalty: 2125.940674
	Iteration 11Q: 3 clusters Score -148258.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -148259.218750 Penalty: 2125.940674
	Iteration 12Q: 3 clusters Score -148259.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -148260.781250 Penalty: 2125.940674
	Iteration 13Q: 3 clusters Score -148260.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -148262.171875 Penalty: 2125.940674
	Iteration 14Q: 3 clusters Score -148262.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -148262.171875 Penalty: 2125.940674
	Iteration 15F: 3 clusters Score -148262.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (72379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72379 members 
Entering Unmasked Estep 
Score: -9202043.000000 Penalty: 1665.023193
	Iteration 0F: 2 clusters Score -9202043 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36397 members 
Mstep: Class 2 contains 35982 members 
Entering Unmasked Estep 
Score: -9158078.000000 Penalty: 3330.046387
	Iteration 0F: 3 clusters Score -9158078 nChanged 34012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38853 members 
Mstep: Class 2 contains 33526 members 
Entering Unmasked Estep 
Score: -9177721.000000 Penalty: 3330.046387
	Iteration 1F: 3 clusters Score -9177721 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40403 members 
Mstep: Class 2 contains 31976 members 
Entering Unmasked Estep 
Score: -9178674.000000 Penalty: 3330.046387
	Iteration 2Q: 3 clusters Score -9178674 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42571 members 
Mstep: Class 2 contains 29808 members 
Entering Unmasked Estep 
Score: -9179814.000000 Penalty: 3330.046387
	Iteration 3Q: 3 clusters Score -9179814 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45591 members 
Mstep: Class 2 contains 26788 members 
Entering Unmasked Estep 
Score: -9181362.000000 Penalty: 3330.046387
	Iteration 4F: 3 clusters Score -9181362 nChanged 4462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49451 members 
Mstep: Class 2 contains 22928 members 
Entering Unmasked Estep 
Score: -9183617.000000 Penalty: 3330.046387
	Iteration 5F: 3 clusters Score -9183617 nChanged 5044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54015 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -9186717.000000 Penalty: 3330.046387
	Iteration 6F: 3 clusters Score -9186717 nChanged 4977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58684 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -9190083.000000 Penalty: 3330.046387
	Iteration 7F: 3 clusters Score -9190083 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62898 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -9193407.000000 Penalty: 3330.046387
	Iteration 8F: 3 clusters Score -9193407 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66359 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -9196249.000000 Penalty: 3330.046387
	Iteration 9Q: 3 clusters Score -9196249 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68764 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -9198237.000000 Penalty: 3330.046387
	Iteration 10Q: 3 clusters Score -9198237 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70246 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -9199456.000000 Penalty: 3330.046387
	Iteration 11Q: 3 clusters Score -9199456 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71074 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -9199990.000000 Penalty: 3330.046387
	Iteration 12Q: 3 clusters Score -9199990 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71480 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -9200305.000000 Penalty: 3330.046387
	Iteration 13Q: 3 clusters Score -9200305 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71681 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -9200503.000000 Penalty: 3330.046387
	Iteration 14Q: 3 clusters Score -9200503 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71791 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -9200609.000000 Penalty: 3330.046387
	Iteration 15Q: 3 clusters Score -9200609 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71854 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -9200672.000000 Penalty: 3330.046387
	Iteration 16Q: 3 clusters Score -9200672 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71899 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -9200702.000000 Penalty: 3330.046387
	Iteration 17Q: 3 clusters Score -9200702 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71915 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -9200723.000000 Penalty: 3330.046387
	Iteration 18Q: 3 clusters Score -9200723 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71934 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -9200750.000000 Penalty: 3330.046387
	Iteration 19Q: 3 clusters Score -9200750 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71954 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -9200764.000000 Penalty: 3330.046387
	Iteration 20F: 3 clusters Score -9200764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71960 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -9200772.000000 Penalty: 3330.046387
	Iteration 21Q: 3 clusters Score -9200772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71966 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -9200781.000000 Penalty: 3330.046387
	Iteration 22Q: 3 clusters Score -9200781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71975 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -9200778.000000 Penalty: 3330.046387
	Iteration 23Q: 3 clusters Score -9200778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71980 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -9200787.000000 Penalty: 3330.046387
	Iteration 24Q: 3 clusters Score -9200787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71987 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -9200793.000000 Penalty: 3330.046387
	Iteration 25Q: 3 clusters Score -9200793 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71992 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -9200810.000000 Penalty: 3330.046387
	Iteration 26Q: 3 clusters Score -9200810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71995 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -9200808.000000 Penalty: 3330.046387
	Iteration 27Q: 3 clusters Score -9200808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71995 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -9200805.000000 Penalty: 3330.046387
	Iteration 28Q: 3 clusters Score -9200805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71996 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -9200809.000000 Penalty: 3330.046387
	Iteration 29Q: 3 clusters Score -9200809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71998 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -9200810.000000 Penalty: 3330.046387
	Iteration 30Q: 3 clusters Score -9200810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71998 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -9200810.000000 Penalty: 3330.046387
	Iteration 31F: 3 clusters Score -9200810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (34655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34655 members 
Entering Unmasked Estep 
Score: -4382898.500000 Penalty: 1555.435791
	Iteration 0F: 2 clusters Score -4382898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -4360239.000000 Penalty: 3110.871582
	Iteration 0F: 3 clusters Score -4360239 nChanged 15791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -4368791.500000 Penalty: 3110.871582
	Iteration 1F: 3 clusters Score -4368792 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -4369212.500000 Penalty: 3110.871582
	Iteration 2Q: 3 clusters Score -4369212 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -4369695.500000 Penalty: 3110.871582
	Iteration 3Q: 3 clusters Score -4369696 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -4370295.000000 Penalty: 3110.871582
	Iteration 4Q: 3 clusters Score -4370295 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22068 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -4371188.000000 Penalty: 3110.871582
	Iteration 5Q: 3 clusters Score -4371188 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24097 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -4372533.500000 Penalty: 3110.871582
	Iteration 6F: 3 clusters Score -4372534 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26563 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -4374412.000000 Penalty: 3110.871582
	Iteration 7F: 3 clusters Score -4374412 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29150 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -4376721.500000 Penalty: 3110.871582
	Iteration 8F: 3 clusters Score -4376722 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31344 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -4378786.000000 Penalty: 3110.871582
	Iteration 9F: 3 clusters Score -4378786 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32787 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -4380134.500000 Penalty: 3110.871582
	Iteration 10Q: 3 clusters Score -4380134 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33544 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -4380817.500000 Penalty: 3110.871582
	Iteration 11Q: 3 clusters Score -4380818 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33957 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -4381187.000000 Penalty: 3110.871582
	Iteration 12Q: 3 clusters Score -4381187 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34148 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -4381357.500000 Penalty: 3110.871582
	Iteration 13Q: 3 clusters Score -4381358 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34242 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -4381452.500000 Penalty: 3110.871582
	Iteration 14Q: 3 clusters Score -4381452 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34288 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -4381511.500000 Penalty: 3110.871582
	Iteration 15Q: 3 clusters Score -4381512 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34327 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -4381581.500000 Penalty: 3110.871582
	Iteration 16Q: 3 clusters Score -4381582 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34343 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -4381610.000000 Penalty: 3110.871582
	Iteration 17Q: 3 clusters Score -4381610 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34356 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -4381629.500000 Penalty: 3110.871582
	Iteration 18Q: 3 clusters Score -4381630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34362 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -4381645.500000 Penalty: 3110.871582
	Iteration 19Q: 3 clusters Score -4381646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34366 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -4381652.500000 Penalty: 3110.871582
	Iteration 20F: 3 clusters Score -4381652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34371 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -4381662.500000 Penalty: 3110.871582
	Iteration 21Q: 3 clusters Score -4381662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34375 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -4381670.500000 Penalty: 3110.871582
	Iteration 22Q: 3 clusters Score -4381670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34380 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -4381676.000000 Penalty: 3110.871582
	Iteration 23Q: 3 clusters Score -4381676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34383 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -4381677.000000 Penalty: 3110.871582
	Iteration 24Q: 3 clusters Score -4381677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34385 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -4381692.500000 Penalty: 3110.871582
	Iteration 25Q: 3 clusters Score -4381692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34387 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -4381695.000000 Penalty: 3110.871582
	Iteration 26Q: 3 clusters Score -4381695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34390 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -4381703.500000 Penalty: 3110.871582
	Iteration 27Q: 3 clusters Score -4381704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34391 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -4381710.500000 Penalty: 3110.871582
	Iteration 28Q: 3 clusters Score -4381710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34392 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -4381708.000000 Penalty: 3110.871582
	Iteration 29Q: 3 clusters Score -4381708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34395 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -4381713.500000 Penalty: 3110.871582
	Iteration 30Q: 3 clusters Score -4381714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34395 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -4381720.500000 Penalty: 3110.871582
	Iteration 31Q: 3 clusters Score -4381720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34397 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -4381719.500000 Penalty: 3110.871582
	Iteration 32Q: 3 clusters Score -4381720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34398 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -4381720.000000 Penalty: 3110.871582
	Iteration 33Q: 3 clusters Score -4381720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34397 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -4381721.000000 Penalty: 3110.871582
	Iteration 34Q: 3 clusters Score -4381721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34397 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -4381721.000000 Penalty: 3110.871582
	Iteration 35F: 3 clusters Score -4381721 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Entering Unmasked Estep 
Score: -381189.875000 Penalty: 1204.170776
	Iteration 0F: 2 clusters Score -381189.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -378510.031250 Penalty: 2408.341553
	Iteration 0F: 3 clusters Score -378510 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -379221.968750 Penalty: 2408.341553
	Iteration 1F: 3 clusters Score -379222 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -379419.062500 Penalty: 2408.341553
	Iteration 2F: 3 clusters Score -379419.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -379549.281250 Penalty: 2408.341553
	Iteration 3F: 3 clusters Score -379549.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -379657.531250 Penalty: 2408.341553
	Iteration 4Q: 3 clusters Score -379657.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -379774.656250 Penalty: 2408.341553
	Iteration 5Q: 3 clusters Score -379774.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -379891.906250 Penalty: 2408.341553
	Iteration 6Q: 3 clusters Score -379891.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -379991.718750 Penalty: 2408.341553
	Iteration 7Q: 3 clusters Score -379991.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -380092.656250 Penalty: 2408.341553
	Iteration 8Q: 3 clusters Score -380092.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -380212.062500 Penalty: 2408.341553
	Iteration 9Q: 3 clusters Score -380212.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -380362.062500 Penalty: 2408.341553
	Iteration 10Q: 3 clusters Score -380362.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -380509.656250 Penalty: 2408.341553
	Iteration 11Q: 3 clusters Score -380509.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -380611.968750 Penalty: 2408.341553
	Iteration 12Q: 3 clusters Score -380612 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -380693.937500 Penalty: 2408.341553
	Iteration 13Q: 3 clusters Score -380693.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -380772.468750 Penalty: 2408.341553
	Iteration 14Q: 3 clusters Score -380772.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -380821.312500 Penalty: 2408.341553
	Iteration 15Q: 3 clusters Score -380821.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -380866.187500 Penalty: 2408.341553
	Iteration 16Q: 3 clusters Score -380866.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -380910.093750 Penalty: 2408.341553
	Iteration 17Q: 3 clusters Score -380910.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -380937.343750 Penalty: 2408.341553
	Iteration 18Q: 3 clusters Score -380937.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -380954.937500 Penalty: 2408.341553
	Iteration 19Q: 3 clusters Score -380954.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -380968.500000 Penalty: 2408.341553
	Iteration 20F: 3 clusters Score -380968.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -380978.718750 Penalty: 2408.341553
	Iteration 21Q: 3 clusters Score -380978.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -380983.125000 Penalty: 2408.341553
	Iteration 22Q: 3 clusters Score -380983.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -380986.281250 Penalty: 2408.341553
	Iteration 23Q: 3 clusters Score -380986.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -380989.406250 Penalty: 2408.341553
	Iteration 24Q: 3 clusters Score -380989.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -380991.718750 Penalty: 2408.341553
	Iteration 25Q: 3 clusters Score -380991.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -380993.812500 Penalty: 2408.341553
	Iteration 26Q: 3 clusters Score -380993.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -380996.250000 Penalty: 2408.341553
	Iteration 27Q: 3 clusters Score -380996.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -380998.250000 Penalty: 2408.341553
	Iteration 28Q: 3 clusters Score -380998.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -380999.406250 Penalty: 2408.341553
	Iteration 29Q: 3 clusters Score -380999.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -381003.125000 Penalty: 2408.341553
	Iteration 30Q: 3 clusters Score -381003.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -381004.906250 Penalty: 2408.341553
	Iteration 31Q: 3 clusters Score -381004.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -381007.062500 Penalty: 2408.341553
	Iteration 32Q: 3 clusters Score -381007.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -381008.468750 Penalty: 2408.341553
	Iteration 33Q: 3 clusters Score -381008.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -381009.468750 Penalty: 2408.341553
	Iteration 34Q: 3 clusters Score -381009.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -381010.656250 Penalty: 2408.341553
	Iteration 35Q: 3 clusters Score -381010.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -381012.187500 Penalty: 2408.341553
	Iteration 36Q: 3 clusters Score -381012.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -381016.125000 Penalty: 2408.341553
	Iteration 37Q: 3 clusters Score -381016.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -381020.375000 Penalty: 2408.341553
	Iteration 38Q: 3 clusters Score -381020.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -381022.687500 Penalty: 2408.341553
	Iteration 39Q: 3 clusters Score -381022.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -381025.062500 Penalty: 2408.341553
	Iteration 40F: 3 clusters Score -381025.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -381026.062500 Penalty: 2408.341553
	Iteration 41Q: 3 clusters Score -381026.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -381026.625000 Penalty: 2408.341553
	Iteration 42Q: 3 clusters Score -381026.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -381027.062500 Penalty: 2408.341553
	Iteration 43Q: 3 clusters Score -381027.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -381027.062500 Penalty: 2408.341553
	Iteration 44F: 3 clusters Score -381027.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Entering Unmasked Estep 
Score: -672112.125000 Penalty: 1283.902466
	Iteration 0F: 2 clusters Score -672112.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -668081.187500 Penalty: 2567.804932
	Iteration 0F: 3 clusters Score -668081.2 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -669313.812500 Penalty: 2567.804932
	Iteration 1F: 3 clusters Score -669313.8 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -669602.625000 Penalty: 2567.804932
	Iteration 2F: 3 clusters Score -669602.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -669792.750000 Penalty: 2567.804932
	Iteration 3F: 3 clusters Score -669792.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -669912.437500 Penalty: 2567.804932
	Iteration 4Q: 3 clusters Score -669912.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -670008.687500 Penalty: 2567.804932
	Iteration 5Q: 3 clusters Score -670008.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -670109.062500 Penalty: 2567.804932
	Iteration 6Q: 3 clusters Score -670109.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -670194.125000 Penalty: 2567.804932
	Iteration 7Q: 3 clusters Score -670194.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -670288.875000 Penalty: 2567.804932
	Iteration 8Q: 3 clusters Score -670288.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -670368.062500 Penalty: 2567.804932
	Iteration 9Q: 3 clusters Score -670368.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -670445.062500 Penalty: 2567.804932
	Iteration 10Q: 3 clusters Score -670445.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -670527.062500 Penalty: 2567.804932
	Iteration 11Q: 3 clusters Score -670527.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -670621.750000 Penalty: 2567.804932
	Iteration 12Q: 3 clusters Score -670621.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -670699.125000 Penalty: 2567.804932
	Iteration 13Q: 3 clusters Score -670699.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -670783.687500 Penalty: 2567.804932
	Iteration 14Q: 3 clusters Score -670783.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -670862.500000 Penalty: 2567.804932
	Iteration 15Q: 3 clusters Score -670862.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -670936.937500 Penalty: 2567.804932
	Iteration 16Q: 3 clusters Score -670936.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -671009.312500 Penalty: 2567.804932
	Iteration 17Q: 3 clusters Score -671009.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -671081.125000 Penalty: 2567.804932
	Iteration 18Q: 3 clusters Score -671081.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -671173.750000 Penalty: 2567.804932
	Iteration 19Q: 3 clusters Score -671173.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -671250.250000 Penalty: 2567.804932
	Iteration 20F: 3 clusters Score -671250.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -671332.812500 Penalty: 2567.804932
	Iteration 21Q: 3 clusters Score -671332.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -671403.312500 Penalty: 2567.804932
	Iteration 22Q: 3 clusters Score -671403.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -671476.687500 Penalty: 2567.804932
	Iteration 23Q: 3 clusters Score -671476.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -671535.937500 Penalty: 2567.804932
	Iteration 24Q: 3 clusters Score -671535.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -671582.500000 Penalty: 2567.804932
	Iteration 25Q: 3 clusters Score -671582.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -671606.937500 Penalty: 2567.804932
	Iteration 26Q: 3 clusters Score -671606.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -671626.062500 Penalty: 2567.804932
	Iteration 27Q: 3 clusters Score -671626.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -671638.937500 Penalty: 2567.804932
	Iteration 28Q: 3 clusters Score -671638.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -671643.125000 Penalty: 2567.804932
	Iteration 29Q: 3 clusters Score -671643.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -671647.062500 Penalty: 2567.804932
	Iteration 30Q: 3 clusters Score -671647.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -671651.375000 Penalty: 2567.804932
	Iteration 31Q: 3 clusters Score -671651.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -671652.812500 Penalty: 2567.804932
	Iteration 32Q: 3 clusters Score -671652.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -671655.625000 Penalty: 2567.804932
	Iteration 33Q: 3 clusters Score -671655.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -671656.437500 Penalty: 2567.804932
	Iteration 34Q: 3 clusters Score -671656.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -671657.187500 Penalty: 2567.804932
	Iteration 35Q: 3 clusters Score -671657.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -671656.437500 Penalty: 2567.804932
	Iteration 36Q: 3 clusters Score -671656.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -671658.500000 Penalty: 2567.804932
	Iteration 37Q: 3 clusters Score -671658.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -671658.375000 Penalty: 2567.804932
	Iteration 38Q: 3 clusters Score -671658.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -671659.875000 Penalty: 2567.804932
	Iteration 39Q: 3 clusters Score -671659.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -671661.375000 Penalty: 2567.804932
	Iteration 40F: 3 clusters Score -671661.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -671660.687500 Penalty: 2567.804932
	Iteration 41Q: 3 clusters Score -671660.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -671660.750000 Penalty: 2567.804932
	Iteration 42Q: 3 clusters Score -671660.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -671660.750000 Penalty: 2567.804932
	Iteration 43F: 3 clusters Score -671660.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Entering Unmasked Estep 
Score: -2201041.500000 Penalty: 1453.292603
	Iteration 0F: 2 clusters Score -2201042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -2189553.000000 Penalty: 2906.585205
	Iteration 0F: 3 clusters Score -2189553 nChanged 7593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -2193437.500000 Penalty: 2906.585205
	Iteration 1F: 3 clusters Score -2193438 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -2193749.750000 Penalty: 2906.585205
	Iteration 2F: 3 clusters Score -2193750 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -2193984.250000 Penalty: 2906.585205
	Iteration 3Q: 3 clusters Score -2193984 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -2194155.250000 Penalty: 2906.585205
	Iteration 4Q: 3 clusters Score -2194155 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -2194262.250000 Penalty: 2906.585205
	Iteration 5Q: 3 clusters Score -2194262 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -2194359.750000 Penalty: 2906.585205
	Iteration 6Q: 3 clusters Score -2194360 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -2194443.250000 Penalty: 2906.585205
	Iteration 7Q: 3 clusters Score -2194443 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -2194487.750000 Penalty: 2906.585205
	Iteration 8Q: 3 clusters Score -2194488 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -2194542.750000 Penalty: 2906.585205
	Iteration 9Q: 3 clusters Score -2194543 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -2194586.000000 Penalty: 2906.585205
	Iteration 10Q: 3 clusters Score -2194586 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -2194628.250000 Penalty: 2906.585205
	Iteration 11Q: 3 clusters Score -2194628 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -2194652.750000 Penalty: 2906.585205
	Iteration 12Q: 3 clusters Score -2194653 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -2194689.500000 Penalty: 2906.585205
	Iteration 13Q: 3 clusters Score -2194690 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -2194717.500000 Penalty: 2906.585205
	Iteration 14Q: 3 clusters Score -2194718 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -2194735.250000 Penalty: 2906.585205
	Iteration 15Q: 3 clusters Score -2194735 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -2194768.250000 Penalty: 2906.585205
	Iteration 16Q: 3 clusters Score -2194768 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -2194789.000000 Penalty: 2906.585205
	Iteration 17Q: 3 clusters Score -2194789 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -2194816.500000 Penalty: 2906.585205
	Iteration 18Q: 3 clusters Score -2194816 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -2194835.250000 Penalty: 2906.585205
	Iteration 19Q: 3 clusters Score -2194835 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -2194856.750000 Penalty: 2906.585205
	Iteration 20F: 3 clusters Score -2194857 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -2194873.000000 Penalty: 2906.585205
	Iteration 21Q: 3 clusters Score -2194873 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -2194896.000000 Penalty: 2906.585205
	Iteration 22Q: 3 clusters Score -2194896 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -2194920.500000 Penalty: 2906.585205
	Iteration 23Q: 3 clusters Score -2194920 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -2194942.250000 Penalty: 2906.585205
	Iteration 24Q: 3 clusters Score -2194942 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -2194956.750000 Penalty: 2906.585205
	Iteration 25Q: 3 clusters Score -2194957 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -2194970.500000 Penalty: 2906.585205
	Iteration 26Q: 3 clusters Score -2194970 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -2194992.250000 Penalty: 2906.585205
	Iteration 27Q: 3 clusters Score -2194992 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -2195002.000000 Penalty: 2906.585205
	Iteration 28Q: 3 clusters Score -2195002 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -2195023.250000 Penalty: 2906.585205
	Iteration 29Q: 3 clusters Score -2195023 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -2195035.000000 Penalty: 2906.585205
	Iteration 30Q: 3 clusters Score -2195035 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -2195049.000000 Penalty: 2906.585205
	Iteration 31Q: 3 clusters Score -2195049 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -2195062.000000 Penalty: 2906.585205
	Iteration 32Q: 3 clusters Score -2195062 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -2195083.000000 Penalty: 2906.585205
	Iteration 33Q: 3 clusters Score -2195083 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -2195100.500000 Penalty: 2906.585205
	Iteration 34Q: 3 clusters Score -2195100 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -2195120.500000 Penalty: 2906.585205
	Iteration 35Q: 3 clusters Score -2195120 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -2195153.250000 Penalty: 2906.585205
	Iteration 36Q: 3 clusters Score -2195153 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -2195181.750000 Penalty: 2906.585205
	Iteration 37Q: 3 clusters Score -2195182 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -2195228.750000 Penalty: 2906.585205
	Iteration 38Q: 3 clusters Score -2195229 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -2195296.250000 Penalty: 2906.585205
	Iteration 39Q: 3 clusters Score -2195296 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -2195383.500000 Penalty: 2906.585205
	Iteration 40F: 3 clusters Score -2195384 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -2195498.250000 Penalty: 2906.585205
	Iteration 41Q: 3 clusters Score -2195498 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -2195669.500000 Penalty: 2906.585205
	Iteration 42Q: 3 clusters Score -2195670 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -2195927.500000 Penalty: 2906.585205
	Iteration 43Q: 3 clusters Score -2195928 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -2196261.000000 Penalty: 2906.585205
	Iteration 44Q: 3 clusters Score -2196261 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -2196704.500000 Penalty: 2906.585205
	Iteration 45Q: 3 clusters Score -2196704 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -2197296.750000 Penalty: 2906.585205
	Iteration 46Q: 3 clusters Score -2197297 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -2197968.250000 Penalty: 2906.585205
	Iteration 47Q: 3 clusters Score -2197968 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -2198621.500000 Penalty: 2906.585205
	Iteration 48Q: 3 clusters Score -2198622 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2199104.000000 Penalty: 2906.585205
	Iteration 49Q: 3 clusters Score -2199104 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2199451.750000 Penalty: 2906.585205
	Iteration 50Q: 3 clusters Score -2199452 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2199626.000000 Penalty: 2906.585205
	Iteration 51Q: 3 clusters Score -2199626 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -2199701.750000 Penalty: 2906.585205
	Iteration 52Q: 3 clusters Score -2199702 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2199752.500000 Penalty: 2906.585205
	Iteration 53Q: 3 clusters Score -2199752 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2199780.500000 Penalty: 2906.585205
	Iteration 54Q: 3 clusters Score -2199780 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2199797.250000 Penalty: 2906.585205
	Iteration 55Q: 3 clusters Score -2199797 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2199816.500000 Penalty: 2906.585205
	Iteration 56Q: 3 clusters Score -2199816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2199833.000000 Penalty: 2906.585205
	Iteration 57Q: 3 clusters Score -2199833 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2199847.250000 Penalty: 2906.585205
	Iteration 58Q: 3 clusters Score -2199847 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2199865.250000 Penalty: 2906.585205
	Iteration 59Q: 3 clusters Score -2199865 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2199874.750000 Penalty: 2906.585205
	Iteration 60F: 3 clusters Score -2199875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2199880.000000 Penalty: 2906.585205
	Iteration 61Q: 3 clusters Score -2199880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2199886.000000 Penalty: 2906.585205
	Iteration 62Q: 3 clusters Score -2199886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2199889.000000 Penalty: 2906.585205
	Iteration 63Q: 3 clusters Score -2199889 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2199889.000000 Penalty: 2906.585205
	Iteration 64F: 3 clusters Score -2199889 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Entering Unmasked Estep 
Score: -1234821.000000 Penalty: 1374.810425
	Iteration 0F: 2 clusters Score -1234821 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1227929.375000 Penalty: 2749.620850
	Iteration 0F: 3 clusters Score -1227929 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1230237.375000 Penalty: 2749.620850
	Iteration 1F: 3 clusters Score -1230237 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1230601.625000 Penalty: 2749.620850
	Iteration 2F: 3 clusters Score -1230602 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1230919.625000 Penalty: 2749.620850
	Iteration 3F: 3 clusters Score -1230920 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1231230.375000 Penalty: 2749.620850
	Iteration 4F: 3 clusters Score -1231230 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1231577.125000 Penalty: 2749.620850
	Iteration 5Q: 3 clusters Score -1231577 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1232006.000000 Penalty: 2749.620850
	Iteration 6Q: 3 clusters Score -1232006 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1232532.625000 Penalty: 2749.620850
	Iteration 7F: 3 clusters Score -1232533 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1233021.500000 Penalty: 2749.620850
	Iteration 8Q: 3 clusters Score -1233022 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1233419.875000 Penalty: 2749.620850
	Iteration 9Q: 3 clusters Score -1233420 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1233662.625000 Penalty: 2749.620850
	Iteration 10Q: 3 clusters Score -1233663 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1233800.125000 Penalty: 2749.620850
	Iteration 11Q: 3 clusters Score -1233800 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1233903.750000 Penalty: 2749.620850
	Iteration 12Q: 3 clusters Score -1233904 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1233973.375000 Penalty: 2749.620850
	Iteration 13Q: 3 clusters Score -1233973 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1234029.125000 Penalty: 2749.620850
	Iteration 14Q: 3 clusters Score -1234029 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1234067.000000 Penalty: 2749.620850
	Iteration 15Q: 3 clusters Score -1234067 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1234097.375000 Penalty: 2749.620850
	Iteration 16Q: 3 clusters Score -1234097 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1234120.125000 Penalty: 2749.620850
	Iteration 17Q: 3 clusters Score -1234120 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1234137.125000 Penalty: 2749.620850
	Iteration 18Q: 3 clusters Score -1234137 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1234151.375000 Penalty: 2749.620850
	Iteration 19Q: 3 clusters Score -1234151 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1234161.000000 Penalty: 2749.620850
	Iteration 20F: 3 clusters Score -1234161 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1234173.250000 Penalty: 2749.620850
	Iteration 21Q: 3 clusters Score -1234173 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1234182.875000 Penalty: 2749.620850
	Iteration 22Q: 3 clusters Score -1234183 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1234190.250000 Penalty: 2749.620850
	Iteration 23Q: 3 clusters Score -1234190 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1234197.250000 Penalty: 2749.620850
	Iteration 24Q: 3 clusters Score -1234197 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1234200.125000 Penalty: 2749.620850
	Iteration 25Q: 3 clusters Score -1234200 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1234203.625000 Penalty: 2749.620850
	Iteration 26Q: 3 clusters Score -1234204 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1234211.250000 Penalty: 2749.620850
	Iteration 27Q: 3 clusters Score -1234211 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1234213.375000 Penalty: 2749.620850
	Iteration 28Q: 3 clusters Score -1234213 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1234218.375000 Penalty: 2749.620850
	Iteration 29Q: 3 clusters Score -1234218 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1234221.125000 Penalty: 2749.620850
	Iteration 30Q: 3 clusters Score -1234221 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1234223.625000 Penalty: 2749.620850
	Iteration 31Q: 3 clusters Score -1234224 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1234232.125000 Penalty: 2749.620850
	Iteration 32Q: 3 clusters Score -1234232 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1234237.125000 Penalty: 2749.620850
	Iteration 33Q: 3 clusters Score -1234237 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1234241.375000 Penalty: 2749.620850
	Iteration 34Q: 3 clusters Score -1234241 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1234246.625000 Penalty: 2749.620850
	Iteration 35Q: 3 clusters Score -1234247 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1234249.875000 Penalty: 2749.620850
	Iteration 36Q: 3 clusters Score -1234250 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1234253.625000 Penalty: 2749.620850
	Iteration 37Q: 3 clusters Score -1234254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1234253.750000 Penalty: 2749.620850
	Iteration 38Q: 3 clusters Score -1234254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1234255.750000 Penalty: 2749.620850
	Iteration 39Q: 3 clusters Score -1234256 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1234261.500000 Penalty: 2749.620850
	Iteration 40F: 3 clusters Score -1234262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1234263.875000 Penalty: 2749.620850
	Iteration 41Q: 3 clusters Score -1234264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1234266.875000 Penalty: 2749.620850
	Iteration 42Q: 3 clusters Score -1234267 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1234266.500000 Penalty: 2749.620850
	Iteration 43Q: 3 clusters Score -1234266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1234266.750000 Penalty: 2749.620850
	Iteration 44Q: 3 clusters Score -1234267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1234267.125000 Penalty: 2749.620850
	Iteration 45Q: 3 clusters Score -1234267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1234268.750000 Penalty: 2749.620850
	Iteration 46Q: 3 clusters Score -1234269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1234267.000000 Penalty: 2749.620850
	Iteration 47Q: 3 clusters Score -1234267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1234267.000000 Penalty: 2749.620850
	Iteration 48F: 3 clusters Score -1234267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (31624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31624 members 
Entering Unmasked Estep 
Score: -3703402.500000 Penalty: 1541.816772
	Iteration 0F: 2 clusters Score -3703402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -3682999.250000 Penalty: 3083.633545
	Iteration 0F: 3 clusters Score -3682999 nChanged 14272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -3690666.750000 Penalty: 3083.633545
	Iteration 1F: 3 clusters Score -3690667 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -3691206.000000 Penalty: 3083.633545
	Iteration 2Q: 3 clusters Score -3691206 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -3691768.500000 Penalty: 3083.633545
	Iteration 3Q: 3 clusters Score -3691768 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -3692408.500000 Penalty: 3083.633545
	Iteration 4Q: 3 clusters Score -3692408 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -3693210.500000 Penalty: 3083.633545
	Iteration 5Q: 3 clusters Score -3693210 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -3694252.250000 Penalty: 3083.633545
	Iteration 6F: 3 clusters Score -3694252 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23088 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -3695533.500000 Penalty: 3083.633545
	Iteration 7F: 3 clusters Score -3695534 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24942 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -3696989.750000 Penalty: 3083.633545
	Iteration 8F: 3 clusters Score -3696990 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26742 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -3698450.500000 Penalty: 3083.633545
	Iteration 9F: 3 clusters Score -3698450 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28295 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -3699681.250000 Penalty: 3083.633545
	Iteration 10Q: 3 clusters Score -3699681 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29490 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -3700656.750000 Penalty: 3083.633545
	Iteration 11Q: 3 clusters Score -3700657 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30274 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -3701298.750000 Penalty: 3083.633545
	Iteration 12Q: 3 clusters Score -3701299 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30708 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -3701658.000000 Penalty: 3083.633545
	Iteration 13Q: 3 clusters Score -3701658 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30959 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -3701893.750000 Penalty: 3083.633545
	Iteration 14Q: 3 clusters Score -3701894 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31090 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3702038.000000 Penalty: 3083.633545
	Iteration 15Q: 3 clusters Score -3702038 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31162 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -3702138.000000 Penalty: 3083.633545
	Iteration 16Q: 3 clusters Score -3702138 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31191 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -3702182.750000 Penalty: 3083.633545
	Iteration 17Q: 3 clusters Score -3702183 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31213 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -3702209.000000 Penalty: 3083.633545
	Iteration 18Q: 3 clusters Score -3702209 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31227 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -3702221.500000 Penalty: 3083.633545
	Iteration 19Q: 3 clusters Score -3702222 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31240 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3702242.750000 Penalty: 3083.633545
	Iteration 20F: 3 clusters Score -3702243 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31251 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -3702255.250000 Penalty: 3083.633545
	Iteration 21Q: 3 clusters Score -3702255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31256 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -3702258.250000 Penalty: 3083.633545
	Iteration 22Q: 3 clusters Score -3702258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31260 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -3702271.250000 Penalty: 3083.633545
	Iteration 23Q: 3 clusters Score -3702271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31264 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -3702274.250000 Penalty: 3083.633545
	Iteration 24Q: 3 clusters Score -3702274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31267 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -3702275.750000 Penalty: 3083.633545
	Iteration 25Q: 3 clusters Score -3702276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31269 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -3702274.500000 Penalty: 3083.633545
	Iteration 26Q: 3 clusters Score -3702274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31274 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -3702279.500000 Penalty: 3083.633545
	Iteration 27Q: 3 clusters Score -3702280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31274 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -3702280.000000 Penalty: 3083.633545
	Iteration 28Q: 3 clusters Score -3702280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31274 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -3702280.000000 Penalty: 3083.633545
	Iteration 29F: 3 clusters Score -3702280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (64352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64352 members 
Entering Unmasked Estep 
Score: -8026989.500000 Penalty: 1647.531982
	Iteration 0F: 2 clusters Score -8026990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32077 members 
Mstep: Class 2 contains 32275 members 
Entering Unmasked Estep 
Score: -7986944.000000 Penalty: 3295.063965
	Iteration 0F: 3 clusters Score -7986944 nChanged 30123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31096 members 
Mstep: Class 2 contains 33256 members 
Entering Unmasked Estep 
Score: -8003860.000000 Penalty: 3295.063965
	Iteration 1F: 3 clusters Score -8003860 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30512 members 
Mstep: Class 2 contains 33840 members 
Entering Unmasked Estep 
Score: -8004394.500000 Penalty: 3295.063965
	Iteration 2Q: 3 clusters Score -8004394 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29713 members 
Mstep: Class 2 contains 34639 members 
Entering Unmasked Estep 
Score: -8004868.000000 Penalty: 3295.063965
	Iteration 3Q: 3 clusters Score -8004868 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28641 members 
Mstep: Class 2 contains 35711 members 
Entering Unmasked Estep 
Score: -8005448.000000 Penalty: 3295.063965
	Iteration 4Q: 3 clusters Score -8005448 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27099 members 
Mstep: Class 2 contains 37253 members 
Entering Unmasked Estep 
Score: -8006157.500000 Penalty: 3295.063965
	Iteration 5Q: 3 clusters Score -8006158 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 39444 members 
Entering Unmasked Estep 
Score: -8007097.500000 Penalty: 3295.063965
	Iteration 6Q: 3 clusters Score -8007098 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 42436 members 
Entering Unmasked Estep 
Score: -8008604.000000 Penalty: 3295.063965
	Iteration 7Q: 3 clusters Score -8008604 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 46208 members 
Entering Unmasked Estep 
Score: -8010746.500000 Penalty: 3295.063965
	Iteration 8F: 3 clusters Score -8010746 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 50624 members 
Entering Unmasked Estep 
Score: -8013730.500000 Penalty: 3295.063965
	Iteration 9F: 3 clusters Score -8013730 nChanged 4512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 55118 members 
Entering Unmasked Estep 
Score: -8017192.500000 Penalty: 3295.063965
	Iteration 10F: 3 clusters Score -8017192 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 58977 members 
Entering Unmasked Estep 
Score: -8020663.000000 Penalty: 3295.063965
	Iteration 11F: 3 clusters Score -8020663 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 61582 members 
Entering Unmasked Estep 
Score: -8023200.000000 Penalty: 3295.063965
	Iteration 12Q: 3 clusters Score -8023200 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 62868 members 
Entering Unmasked Estep 
Score: -8024578.500000 Penalty: 3295.063965
	Iteration 13Q: 3 clusters Score -8024578 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 63323 members 
Entering Unmasked Estep 
Score: -8025192.500000 Penalty: 3295.063965
	Iteration 14Q: 3 clusters Score -8025192 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 63477 members 
Entering Unmasked Estep 
Score: -8025400.000000 Penalty: 3295.063965
	Iteration 15Q: 3 clusters Score -8025400 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 63545 members 
Entering Unmasked Estep 
Score: -8025514.500000 Penalty: 3295.063965
	Iteration 16Q: 3 clusters Score -8025514 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 63597 members 
Entering Unmasked Estep 
Score: -8025602.000000 Penalty: 3295.063965
	Iteration 17Q: 3 clusters Score -8025602 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 63633 members 
Entering Unmasked Estep 
Score: -8025656.500000 Penalty: 3295.063965
	Iteration 18Q: 3 clusters Score -8025656 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 63655 members 
Entering Unmasked Estep 
Score: -8025698.000000 Penalty: 3295.063965
	Iteration 19Q: 3 clusters Score -8025698 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 63662 members 
Entering Unmasked Estep 
Score: -8025719.500000 Penalty: 3295.063965
	Iteration 20F: 3 clusters Score -8025720 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 63681 members 
Entering Unmasked Estep 
Score: -8025741.500000 Penalty: 3295.063965
	Iteration 21Q: 3 clusters Score -8025742 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 63686 members 
Entering Unmasked Estep 
Score: -8025758.000000 Penalty: 3295.063965
	Iteration 22Q: 3 clusters Score -8025758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 63685 members 
Entering Unmasked Estep 
Score: -8025755.000000 Penalty: 3295.063965
	Iteration 23Q: 3 clusters Score -8025755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 63687 members 
Entering Unmasked Estep 
Score: -8025762.000000 Penalty: 3295.063965
	Iteration 24Q: 3 clusters Score -8025762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 63693 members 
Entering Unmasked Estep 
Score: -8025773.000000 Penalty: 3295.063965
	Iteration 25Q: 3 clusters Score -8025773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 63694 members 
Entering Unmasked Estep 
Score: -8025770.500000 Penalty: 3295.063965
	Iteration 26Q: 3 clusters Score -8025770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 63688 members 
Entering Unmasked Estep 
Score: -8025772.000000 Penalty: 3295.063965
	Iteration 27Q: 3 clusters Score -8025772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 63687 members 
Entering Unmasked Estep 
Score: -8025773.500000 Penalty: 3295.063965
	Iteration 28Q: 3 clusters Score -8025774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 63684 members 
Entering Unmasked Estep 
Score: -8025776.500000 Penalty: 3295.063965
	Iteration 29Q: 3 clusters Score -8025776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 63685 members 
Entering Unmasked Estep 
Score: -8025777.500000 Penalty: 3295.063965
	Iteration 30Q: 3 clusters Score -8025778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 63686 members 
Entering Unmasked Estep 
Score: -8025778.000000 Penalty: 3295.063965
	Iteration 31Q: 3 clusters Score -8025778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 63687 members 
Entering Unmasked Estep 
Score: -8025780.500000 Penalty: 3295.063965
	Iteration 32Q: 3 clusters Score -8025780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 63687 members 
Entering Unmasked Estep 
Score: -8025779.500000 Penalty: 3295.063965
	Iteration 33Q: 3 clusters Score -8025780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 63690 members 
Entering Unmasked Estep 
Score: -8025782.500000 Penalty: 3295.063965
	Iteration 34Q: 3 clusters Score -8025782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 63690 members 
Entering Unmasked Estep 
Score: -8025782.000000 Penalty: 3295.063965
	Iteration 35Q: 3 clusters Score -8025782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 63691 members 
Entering Unmasked Estep 
Score: -8025786.000000 Penalty: 3295.063965
	Iteration 36Q: 3 clusters Score -8025786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 63692 members 
Entering Unmasked Estep 
Score: -8025791.000000 Penalty: 3295.063965
	Iteration 37Q: 3 clusters Score -8025791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 63694 members 
Entering Unmasked Estep 
Score: -8025794.000000 Penalty: 3295.063965
	Iteration 38Q: 3 clusters Score -8025794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 63694 members 
Entering Unmasked Estep 
Score: -8025794.000000 Penalty: 3295.063965
	Iteration 39F: 3 clusters Score -8025794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Entering Unmasked Estep 
Score: -197855.234375 Penalty: 1117.877563
	Iteration 0F: 2 clusters Score -197855.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -196085.156250 Penalty: 2235.755127
	Iteration 0F: 3 clusters Score -196085.2 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -196468.890625 Penalty: 2235.755127
	Iteration 1F: 3 clusters Score -196468.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -196591.515625 Penalty: 2235.755127
	Iteration 2F: 3 clusters Score -196591.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -196678.484375 Penalty: 2235.755127
	Iteration 3Q: 3 clusters Score -196678.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -196735.796875 Penalty: 2235.755127
	Iteration 4Q: 3 clusters Score -196735.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -196773.265625 Penalty: 2235.755127
	Iteration 5Q: 3 clusters Score -196773.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -196809.359375 Penalty: 2235.755127
	Iteration 6Q: 3 clusters Score -196809.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -196844.125000 Penalty: 2235.755127
	Iteration 7Q: 3 clusters Score -196844.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -196881.906250 Penalty: 2235.755127
	Iteration 8Q: 3 clusters Score -196881.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -196908.421875 Penalty: 2235.755127
	Iteration 9Q: 3 clusters Score -196908.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -196922.843750 Penalty: 2235.755127
	Iteration 10Q: 3 clusters Score -196922.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -196938.453125 Penalty: 2235.755127
	Iteration 11Q: 3 clusters Score -196938.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -196957.234375 Penalty: 2235.755127
	Iteration 12Q: 3 clusters Score -196957.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -196968.625000 Penalty: 2235.755127
	Iteration 13Q: 3 clusters Score -196968.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -196977.281250 Penalty: 2235.755127
	Iteration 14Q: 3 clusters Score -196977.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -196983.750000 Penalty: 2235.755127
	Iteration 15Q: 3 clusters Score -196983.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -196990.390625 Penalty: 2235.755127
	Iteration 16Q: 3 clusters Score -196990.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -196995.718750 Penalty: 2235.755127
	Iteration 17Q: 3 clusters Score -196995.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -197001.875000 Penalty: 2235.755127
	Iteration 18Q: 3 clusters Score -197001.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -197014.218750 Penalty: 2235.755127
	Iteration 19Q: 3 clusters Score -197014.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -197020.312500 Penalty: 2235.755127
	Iteration 20F: 3 clusters Score -197020.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -197023.593750 Penalty: 2235.755127
	Iteration 21Q: 3 clusters Score -197023.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -197027.062500 Penalty: 2235.755127
	Iteration 22Q: 3 clusters Score -197027.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -197031.921875 Penalty: 2235.755127
	Iteration 23Q: 3 clusters Score -197031.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -197034.015625 Penalty: 2235.755127
	Iteration 24Q: 3 clusters Score -197034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -197038.859375 Penalty: 2235.755127
	Iteration 25Q: 3 clusters Score -197038.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -197042.156250 Penalty: 2235.755127
	Iteration 26Q: 3 clusters Score -197042.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -197046.125000 Penalty: 2235.755127
	Iteration 27Q: 3 clusters Score -197046.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -197051.218750 Penalty: 2235.755127
	Iteration 28Q: 3 clusters Score -197051.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -197054.968750 Penalty: 2235.755127
	Iteration 29Q: 3 clusters Score -197055 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -197063.203125 Penalty: 2235.755127
	Iteration 30Q: 3 clusters Score -197063.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -197073.687500 Penalty: 2235.755127
	Iteration 31Q: 3 clusters Score -197073.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -197084.859375 Penalty: 2235.755127
	Iteration 32Q: 3 clusters Score -197084.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -197094.609375 Penalty: 2235.755127
	Iteration 33Q: 3 clusters Score -197094.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -197099.906250 Penalty: 2235.755127
	Iteration 34Q: 3 clusters Score -197099.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -197106.656250 Penalty: 2235.755127
	Iteration 35Q: 3 clusters Score -197106.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -197115.562500 Penalty: 2235.755127
	Iteration 36Q: 3 clusters Score -197115.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -197121.640625 Penalty: 2235.755127
	Iteration 37Q: 3 clusters Score -197121.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -197128.640625 Penalty: 2235.755127
	Iteration 38Q: 3 clusters Score -197128.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -197134.125000 Penalty: 2235.755127
	Iteration 39Q: 3 clusters Score -197134.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -197139.593750 Penalty: 2235.755127
	Iteration 40F: 3 clusters Score -197139.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -197146.000000 Penalty: 2235.755127
	Iteration 41Q: 3 clusters Score -197146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -197151.578125 Penalty: 2235.755127
	Iteration 42Q: 3 clusters Score -197151.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -197159.015625 Penalty: 2235.755127
	Iteration 43Q: 3 clusters Score -197159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -197164.921875 Penalty: 2235.755127
	Iteration 44Q: 3 clusters Score -197164.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -197173.312500 Penalty: 2235.755127
	Iteration 45Q: 3 clusters Score -197173.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -197174.453125 Penalty: 2235.755127
	Iteration 46Q: 3 clusters Score -197174.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -197175.640625 Penalty: 2235.755127
	Iteration 47Q: 3 clusters Score -197175.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -197175.578125 Penalty: 2235.755127
	Iteration 48Q: 3 clusters Score -197175.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -197175.578125 Penalty: 2235.755127
	Iteration 49F: 3 clusters Score -197175.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Entering Unmasked Estep 
Score: -138035.015625 Penalty: 1059.401855
	Iteration 0F: 2 clusters Score -138035 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -136634.671875 Penalty: 2118.803711
	Iteration 0F: 3 clusters Score -136634.7 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -136987.421875 Penalty: 2118.803711
	Iteration 1F: 3 clusters Score -136987.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -137094.937500 Penalty: 2118.803711
	Iteration 2F: 3 clusters Score -137094.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -137163.156250 Penalty: 2118.803711
	Iteration 3Q: 3 clusters Score -137163.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -137188.000000 Penalty: 2118.803711
	Iteration 4Q: 3 clusters Score -137188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -137197.125000 Penalty: 2118.803711
	Iteration 5Q: 3 clusters Score -137197.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -137206.031250 Penalty: 2118.803711
	Iteration 6Q: 3 clusters Score -137206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -137212.328125 Penalty: 2118.803711
	Iteration 7Q: 3 clusters Score -137212.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -137216.093750 Penalty: 2118.803711
	Iteration 8Q: 3 clusters Score -137216.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -137218.921875 Penalty: 2118.803711
	Iteration 9Q: 3 clusters Score -137218.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -137219.328125 Penalty: 2118.803711
	Iteration 10Q: 3 clusters Score -137219.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -137219.328125 Penalty: 2118.803711
	Iteration 11F: 3 clusters Score -137219.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Entering Unmasked Estep 
Score: -1108017.000000 Penalty: 1350.629150
	Iteration 0F: 2 clusters Score -1108017 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1102009.000000 Penalty: 2701.258301
	Iteration 0F: 3 clusters Score -1102009 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1103966.750000 Penalty: 2701.258301
	Iteration 1F: 3 clusters Score -1103967 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1104212.750000 Penalty: 2701.258301
	Iteration 2F: 3 clusters Score -1104213 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1104364.375000 Penalty: 2701.258301
	Iteration 3Q: 3 clusters Score -1104364 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1104482.000000 Penalty: 2701.258301
	Iteration 4Q: 3 clusters Score -1104482 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1104570.750000 Penalty: 2701.258301
	Iteration 5Q: 3 clusters Score -1104571 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1104645.625000 Penalty: 2701.258301
	Iteration 6Q: 3 clusters Score -1104646 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1104712.750000 Penalty: 2701.258301
	Iteration 7Q: 3 clusters Score -1104713 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1104768.750000 Penalty: 2701.258301
	Iteration 8Q: 3 clusters Score -1104769 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1104813.375000 Penalty: 2701.258301
	Iteration 9Q: 3 clusters Score -1104813 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1104846.625000 Penalty: 2701.258301
	Iteration 10Q: 3 clusters Score -1104847 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1104889.750000 Penalty: 2701.258301
	Iteration 11Q: 3 clusters Score -1104890 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1104930.000000 Penalty: 2701.258301
	Iteration 12Q: 3 clusters Score -1104930 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1104970.375000 Penalty: 2701.258301
	Iteration 13Q: 3 clusters Score -1104970 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1105021.750000 Penalty: 2701.258301
	Iteration 14Q: 3 clusters Score -1105022 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1105086.625000 Penalty: 2701.258301
	Iteration 15Q: 3 clusters Score -1105087 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1105170.625000 Penalty: 2701.258301
	Iteration 16Q: 3 clusters Score -1105171 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1105266.875000 Penalty: 2701.258301
	Iteration 17Q: 3 clusters Score -1105267 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1105386.875000 Penalty: 2701.258301
	Iteration 18Q: 3 clusters Score -1105387 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1105533.250000 Penalty: 2701.258301
	Iteration 19Q: 3 clusters Score -1105533 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1105714.625000 Penalty: 2701.258301
	Iteration 20F: 3 clusters Score -1105715 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1105908.500000 Penalty: 2701.258301
	Iteration 21Q: 3 clusters Score -1105908 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1106111.750000 Penalty: 2701.258301
	Iteration 22Q: 3 clusters Score -1106112 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1106286.500000 Penalty: 2701.258301
	Iteration 23Q: 3 clusters Score -1106286 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1106426.750000 Penalty: 2701.258301
	Iteration 24Q: 3 clusters Score -1106427 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1106531.125000 Penalty: 2701.258301
	Iteration 25Q: 3 clusters Score -1106531 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1106627.125000 Penalty: 2701.258301
	Iteration 26Q: 3 clusters Score -1106627 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1106688.125000 Penalty: 2701.258301
	Iteration 27Q: 3 clusters Score -1106688 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1106744.125000 Penalty: 2701.258301
	Iteration 28Q: 3 clusters Score -1106744 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1106785.250000 Penalty: 2701.258301
	Iteration 29Q: 3 clusters Score -1106785 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1106823.875000 Penalty: 2701.258301
	Iteration 30Q: 3 clusters Score -1106824 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1106836.375000 Penalty: 2701.258301
	Iteration 31Q: 3 clusters Score -1106836 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1106853.375000 Penalty: 2701.258301
	Iteration 32Q: 3 clusters Score -1106853 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1106865.375000 Penalty: 2701.258301
	Iteration 33Q: 3 clusters Score -1106865 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1106871.000000 Penalty: 2701.258301
	Iteration 34Q: 3 clusters Score -1106871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1106878.000000 Penalty: 2701.258301
	Iteration 35Q: 3 clusters Score -1106878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1106886.750000 Penalty: 2701.258301
	Iteration 36Q: 3 clusters Score -1106887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1106890.625000 Penalty: 2701.258301
	Iteration 37Q: 3 clusters Score -1106891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1106894.125000 Penalty: 2701.258301
	Iteration 38Q: 3 clusters Score -1106894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1106897.750000 Penalty: 2701.258301
	Iteration 39Q: 3 clusters Score -1106898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1106901.375000 Penalty: 2701.258301
	Iteration 40F: 3 clusters Score -1106901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1106904.250000 Penalty: 2701.258301
	Iteration 41Q: 3 clusters Score -1106904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1106904.250000 Penalty: 2701.258301
	Iteration 42F: 3 clusters Score -1106904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Entering Unmasked Estep 
Score: -17306.107422 Penalty: 817.367554
	Iteration 0F: 2 clusters Score -17306.11 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 125 members 
Entering Unmasked Estep 
Score: -16693.087891 Penalty: 1634.735107
	Iteration 0F: 3 clusters Score -16693.09 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -16877.634766 Penalty: 1634.735107
	Iteration 1F: 3 clusters Score -16877.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -16898.478516 Penalty: 1634.735107
	Iteration 2Q: 3 clusters Score -16898.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -16915.232422 Penalty: 1634.735107
	Iteration 3Q: 3 clusters Score -16915.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -16933.173828 Penalty: 1634.735107
	Iteration 4Q: 3 clusters Score -16933.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -16940.128906 Penalty: 1634.735107
	Iteration 5Q: 3 clusters Score -16940.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -16940.128906 Penalty: 1634.735107
	Iteration 6F: 3 clusters Score -16940.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Entering Unmasked Estep 
Score: -1247261.875000 Penalty: 1373.707642
	Iteration 0F: 2 clusters Score -1247262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1240426.250000 Penalty: 2747.415283
	Iteration 0F: 3 clusters Score -1240426 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1242707.125000 Penalty: 2747.415283
	Iteration 1F: 3 clusters Score -1242707 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1243017.250000 Penalty: 2747.415283
	Iteration 2F: 3 clusters Score -1243017 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1243251.250000 Penalty: 2747.415283
	Iteration 3F: 3 clusters Score -1243251 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1243432.875000 Penalty: 2747.415283
	Iteration 4Q: 3 clusters Score -1243433 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1243608.875000 Penalty: 2747.415283
	Iteration 5Q: 3 clusters Score -1243609 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1243800.375000 Penalty: 2747.415283
	Iteration 6Q: 3 clusters Score -1243800 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1243974.250000 Penalty: 2747.415283
	Iteration 7Q: 3 clusters Score -1243974 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1244148.875000 Penalty: 2747.415283
	Iteration 8Q: 3 clusters Score -1244149 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1244326.375000 Penalty: 2747.415283
	Iteration 9Q: 3 clusters Score -1244326 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1244488.750000 Penalty: 2747.415283
	Iteration 10Q: 3 clusters Score -1244489 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1244677.750000 Penalty: 2747.415283
	Iteration 11Q: 3 clusters Score -1244678 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1244836.750000 Penalty: 2747.415283
	Iteration 12Q: 3 clusters Score -1244837 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1244978.125000 Penalty: 2747.415283
	Iteration 13Q: 3 clusters Score -1244978 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1245116.500000 Penalty: 2747.415283
	Iteration 14Q: 3 clusters Score -1245116 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1245234.125000 Penalty: 2747.415283
	Iteration 15Q: 3 clusters Score -1245234 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1245347.625000 Penalty: 2747.415283
	Iteration 16Q: 3 clusters Score -1245348 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1245430.375000 Penalty: 2747.415283
	Iteration 17Q: 3 clusters Score -1245430 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1245492.625000 Penalty: 2747.415283
	Iteration 18Q: 3 clusters Score -1245493 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1245543.125000 Penalty: 2747.415283
	Iteration 19Q: 3 clusters Score -1245543 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1245581.875000 Penalty: 2747.415283
	Iteration 20F: 3 clusters Score -1245582 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1245628.875000 Penalty: 2747.415283
	Iteration 21Q: 3 clusters Score -1245629 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1245684.625000 Penalty: 2747.415283
	Iteration 22Q: 3 clusters Score -1245685 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1245765.125000 Penalty: 2747.415283
	Iteration 23Q: 3 clusters Score -1245765 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1245845.000000 Penalty: 2747.415283
	Iteration 24Q: 3 clusters Score -1245845 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1245917.375000 Penalty: 2747.415283
	Iteration 25Q: 3 clusters Score -1245917 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1245985.500000 Penalty: 2747.415283
	Iteration 26Q: 3 clusters Score -1245986 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1246048.375000 Penalty: 2747.415283
	Iteration 27Q: 3 clusters Score -1246048 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1246098.000000 Penalty: 2747.415283
	Iteration 28Q: 3 clusters Score -1246098 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1246132.250000 Penalty: 2747.415283
	Iteration 29Q: 3 clusters Score -1246132 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1246155.875000 Penalty: 2747.415283
	Iteration 30Q: 3 clusters Score -1246156 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1246174.625000 Penalty: 2747.415283
	Iteration 31Q: 3 clusters Score -1246175 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1246187.875000 Penalty: 2747.415283
	Iteration 32Q: 3 clusters Score -1246188 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1246198.250000 Penalty: 2747.415283
	Iteration 33Q: 3 clusters Score -1246198 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1246204.250000 Penalty: 2747.415283
	Iteration 34Q: 3 clusters Score -1246204 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1246210.000000 Penalty: 2747.415283
	Iteration 35Q: 3 clusters Score -1246210 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1246214.375000 Penalty: 2747.415283
	Iteration 36Q: 3 clusters Score -1246214 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1246219.500000 Penalty: 2747.415283
	Iteration 37Q: 3 clusters Score -1246220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1246220.625000 Penalty: 2747.415283
	Iteration 38Q: 3 clusters Score -1246221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1246225.000000 Penalty: 2747.415283
	Iteration 39Q: 3 clusters Score -1246225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1246224.875000 Penalty: 2747.415283
	Iteration 40F: 3 clusters Score -1246225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1246223.250000 Penalty: 2747.415283
	Iteration 41Q: 3 clusters Score -1246223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1246225.125000 Penalty: 2747.415283
	Iteration 42Q: 3 clusters Score -1246225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1246225.375000 Penalty: 2747.415283
	Iteration 43Q: 3 clusters Score -1246225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1246224.125000 Penalty: 2747.415283
	Iteration 44Q: 3 clusters Score -1246224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1246228.000000 Penalty: 2747.415283
	Iteration 45Q: 3 clusters Score -1246228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1246227.125000 Penalty: 2747.415283
	Iteration 46Q: 3 clusters Score -1246227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1246226.500000 Penalty: 2747.415283
	Iteration 47Q: 3 clusters Score -1246226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1246226.500000 Penalty: 2747.415283
	Iteration 48F: 3 clusters Score -1246226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Entering Unmasked Estep 
Score: -779739.625000 Penalty: 1310.418213
	Iteration 0F: 2 clusters Score -779739.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -775048.000000 Penalty: 2620.836426
	Iteration 0F: 3 clusters Score -775048 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -776553.875000 Penalty: 2620.836426
	Iteration 1F: 3 clusters Score -776553.9 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -776840.000000 Penalty: 2620.836426
	Iteration 2F: 3 clusters Score -776840 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -777065.750000 Penalty: 2620.836426
	Iteration 3F: 3 clusters Score -777065.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -777237.937500 Penalty: 2620.836426
	Iteration 4Q: 3 clusters Score -777237.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -777404.187500 Penalty: 2620.836426
	Iteration 5Q: 3 clusters Score -777404.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -777608.812500 Penalty: 2620.836426
	Iteration 6Q: 3 clusters Score -777608.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -777837.562500 Penalty: 2620.836426
	Iteration 7Q: 3 clusters Score -777837.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -778050.062500 Penalty: 2620.836426
	Iteration 8Q: 3 clusters Score -778050.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -778251.812500 Penalty: 2620.836426
	Iteration 9Q: 3 clusters Score -778251.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -778414.500000 Penalty: 2620.836426
	Iteration 10Q: 3 clusters Score -778414.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -778548.937500 Penalty: 2620.836426
	Iteration 11Q: 3 clusters Score -778548.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -778655.000000 Penalty: 2620.836426
	Iteration 12Q: 3 clusters Score -778655 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -778723.312500 Penalty: 2620.836426
	Iteration 13Q: 3 clusters Score -778723.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -778769.375000 Penalty: 2620.836426
	Iteration 14Q: 3 clusters Score -778769.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -778797.312500 Penalty: 2620.836426
	Iteration 15Q: 3 clusters Score -778797.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -778817.250000 Penalty: 2620.836426
	Iteration 16Q: 3 clusters Score -778817.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -778830.187500 Penalty: 2620.836426
	Iteration 17Q: 3 clusters Score -778830.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -778839.625000 Penalty: 2620.836426
	Iteration 18Q: 3 clusters Score -778839.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -778848.812500 Penalty: 2620.836426
	Iteration 19Q: 3 clusters Score -778848.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -778856.562500 Penalty: 2620.836426
	Iteration 20F: 3 clusters Score -778856.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -778866.812500 Penalty: 2620.836426
	Iteration 21Q: 3 clusters Score -778866.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -778870.312500 Penalty: 2620.836426
	Iteration 22Q: 3 clusters Score -778870.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -778873.125000 Penalty: 2620.836426
	Iteration 23Q: 3 clusters Score -778873.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -778877.437500 Penalty: 2620.836426
	Iteration 24Q: 3 clusters Score -778877.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -778877.750000 Penalty: 2620.836426
	Iteration 25Q: 3 clusters Score -778877.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -778878.750000 Penalty: 2620.836426
	Iteration 26Q: 3 clusters Score -778878.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -778879.437500 Penalty: 2620.836426
	Iteration 27Q: 3 clusters Score -778879.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -778879.437500 Penalty: 2620.836426
	Iteration 28F: 3 clusters Score -778879.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (41100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41100 members 
Entering Unmasked Estep 
Score: -5055080.500000 Penalty: 1580.816040
	Iteration 0F: 2 clusters Score -5055080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -5028383.500000 Penalty: 3161.632080
	Iteration 0F: 3 clusters Score -5028384 nChanged 18820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21426 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -5038868.000000 Penalty: 3161.632080
	Iteration 1F: 3 clusters Score -5038868 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21939 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -5039483.000000 Penalty: 3161.632080
	Iteration 2Q: 3 clusters Score -5039483 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -5040135.500000 Penalty: 3161.632080
	Iteration 3Q: 3 clusters Score -5040136 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23575 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -5040927.500000 Penalty: 3161.632080
	Iteration 4Q: 3 clusters Score -5040928 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24849 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -5041861.500000 Penalty: 3161.632080
	Iteration 5Q: 3 clusters Score -5041862 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -5043028.000000 Penalty: 3161.632080
	Iteration 6F: 3 clusters Score -5043028 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28401 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -5044492.000000 Penalty: 3161.632080
	Iteration 7F: 3 clusters Score -5044492 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30539 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -5046160.000000 Penalty: 3161.632080
	Iteration 8F: 3 clusters Score -5046160 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32794 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -5048063.500000 Penalty: 3161.632080
	Iteration 9F: 3 clusters Score -5048064 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34925 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -5049901.500000 Penalty: 3161.632080
	Iteration 10F: 3 clusters Score -5049902 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36536 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -5051364.500000 Penalty: 3161.632080
	Iteration 11Q: 3 clusters Score -5051364 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37621 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -5052381.000000 Penalty: 3161.632080
	Iteration 12Q: 3 clusters Score -5052381 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38280 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -5053047.000000 Penalty: 3161.632080
	Iteration 13Q: 3 clusters Score -5053047 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38683 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -5053458.000000 Penalty: 3161.632080
	Iteration 14Q: 3 clusters Score -5053458 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38938 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -5053668.000000 Penalty: 3161.632080
	Iteration 15Q: 3 clusters Score -5053668 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39114 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -5053798.000000 Penalty: 3161.632080
	Iteration 16Q: 3 clusters Score -5053798 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39238 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -5053883.000000 Penalty: 3161.632080
	Iteration 17Q: 3 clusters Score -5053883 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39325 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -5053948.000000 Penalty: 3161.632080
	Iteration 18Q: 3 clusters Score -5053948 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39399 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -5054001.000000 Penalty: 3161.632080
	Iteration 19Q: 3 clusters Score -5054001 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39451 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -5054028.500000 Penalty: 3161.632080
	Iteration 20F: 3 clusters Score -5054028 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39487 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -5054058.500000 Penalty: 3161.632080
	Iteration 21Q: 3 clusters Score -5054058 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39509 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -5054054.500000 Penalty: 3161.632080
	Iteration 22Q: 3 clusters Score -5054054 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39522 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -5054052.000000 Penalty: 3161.632080
	Iteration 23Q: 3 clusters Score -5054052 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39544 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -5054086.500000 Penalty: 3161.632080
	Iteration 24Q: 3 clusters Score -5054086 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39562 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -5054082.000000 Penalty: 3161.632080
	Iteration 25Q: 3 clusters Score -5054082 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39570 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -5054093.000000 Penalty: 3161.632080
	Iteration 26Q: 3 clusters Score -5054093 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39575 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -5054105.500000 Penalty: 3161.632080
	Iteration 27Q: 3 clusters Score -5054106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39580 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -5054106.000000 Penalty: 3161.632080
	Iteration 28Q: 3 clusters Score -5054106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39591 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -5054095.000000 Penalty: 3161.632080
	Iteration 29Q: 3 clusters Score -5054095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39592 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -5054094.500000 Penalty: 3161.632080
	Iteration 30Q: 3 clusters Score -5054094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39597 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -5054094.000000 Penalty: 3161.632080
	Iteration 31Q: 3 clusters Score -5054094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39597 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -5054104.500000 Penalty: 3161.632080
	Iteration 32Q: 3 clusters Score -5054104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39600 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -5054106.000000 Penalty: 3161.632080
	Iteration 33Q: 3 clusters Score -5054106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39600 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -5054106.000000 Penalty: 3161.632080
	Iteration 34F: 3 clusters Score -5054106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (22446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Entering Unmasked Estep 
Score: -2838634.500000 Penalty: 1490.807495
	Iteration 0F: 2 clusters Score -2838634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -2823928.250000 Penalty: 2981.614990
	Iteration 0F: 3 clusters Score -2823928 nChanged 9996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -2829049.250000 Penalty: 2981.614990
	Iteration 1F: 3 clusters Score -2829049 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -2829475.250000 Penalty: 2981.614990
	Iteration 2F: 3 clusters Score -2829475 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -2830000.250000 Penalty: 2981.614990
	Iteration 3F: 3 clusters Score -2830000 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -2830655.500000 Penalty: 2981.614990
	Iteration 4F: 3 clusters Score -2830656 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -2831591.000000 Penalty: 2981.614990
	Iteration 5F: 3 clusters Score -2831591 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -2832778.500000 Penalty: 2981.614990
	Iteration 6F: 3 clusters Score -2832778 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -2834065.250000 Penalty: 2981.614990
	Iteration 7F: 3 clusters Score -2834065 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -2835160.250000 Penalty: 2981.614990
	Iteration 8F: 3 clusters Score -2835160 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -2836029.750000 Penalty: 2981.614990
	Iteration 9Q: 3 clusters Score -2836030 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -2836691.750000 Penalty: 2981.614990
	Iteration 10Q: 3 clusters Score -2836692 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -2837201.750000 Penalty: 2981.614990
	Iteration 11Q: 3 clusters Score -2837202 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -2837428.250000 Penalty: 2981.614990
	Iteration 12Q: 3 clusters Score -2837428 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
Score: -2837537.000000 Penalty: 2981.614990
	Iteration 13Q: 3 clusters Score -2837537 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -2837625.250000 Penalty: 2981.614990
	Iteration 14Q: 3 clusters Score -2837625 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -2837714.000000 Penalty: 2981.614990
	Iteration 15Q: 3 clusters Score -2837714 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 20530 members 
Entering Unmasked Estep 
Score: -2837757.250000 Penalty: 2981.614990
	Iteration 16Q: 3 clusters Score -2837757 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -2837798.000000 Penalty: 2981.614990
	Iteration 17Q: 3 clusters Score -2837798 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -2837810.500000 Penalty: 2981.614990
	Iteration 18Q: 3 clusters Score -2837810 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -2837809.750000 Penalty: 2981.614990
	Iteration 19Q: 3 clusters Score -2837810 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -2837818.750000 Penalty: 2981.614990
	Iteration 20F: 3 clusters Score -2837819 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -2837833.500000 Penalty: 2981.614990
	Iteration 21Q: 3 clusters Score -2837834 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -2837831.750000 Penalty: 2981.614990
	Iteration 22Q: 3 clusters Score -2837832 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -2837843.000000 Penalty: 2981.614990
	Iteration 23Q: 3 clusters Score -2837843 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -2837850.750000 Penalty: 2981.614990
	Iteration 24Q: 3 clusters Score -2837851 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
Score: -2837861.000000 Penalty: 2981.614990
	Iteration 25Q: 3 clusters Score -2837861 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -2837866.000000 Penalty: 2981.614990
	Iteration 26Q: 3 clusters Score -2837866 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -2837869.250000 Penalty: 2981.614990
	Iteration 27Q: 3 clusters Score -2837869 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -2837874.250000 Penalty: 2981.614990
	Iteration 28Q: 3 clusters Score -2837874 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 20892 members 
Entering Unmasked Estep 
Score: -2837878.000000 Penalty: 2981.614990
	Iteration 29Q: 3 clusters Score -2837878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 20901 members 
Entering Unmasked Estep 
Score: -2837879.000000 Penalty: 2981.614990
	Iteration 30Q: 3 clusters Score -2837879 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -2837886.500000 Penalty: 2981.614990
	Iteration 31Q: 3 clusters Score -2837886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -2837888.750000 Penalty: 2981.614990
	Iteration 32Q: 3 clusters Score -2837889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -2837888.000000 Penalty: 2981.614990
	Iteration 33Q: 3 clusters Score -2837888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -2837884.750000 Penalty: 2981.614990
	Iteration 34Q: 3 clusters Score -2837885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -2837882.000000 Penalty: 2981.614990
	Iteration 35Q: 3 clusters Score -2837882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 20931 members 
Entering Unmasked Estep 
Score: -2837886.000000 Penalty: 2981.614990
	Iteration 36Q: 3 clusters Score -2837886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 20938 members 
Entering Unmasked Estep 
Score: -2837891.000000 Penalty: 2981.614990
	Iteration 37Q: 3 clusters Score -2837891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -2837892.500000 Penalty: 2981.614990
	Iteration 38Q: 3 clusters Score -2837892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -2837895.500000 Penalty: 2981.614990
	Iteration 39Q: 3 clusters Score -2837896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -2837899.000000 Penalty: 2981.614990
	Iteration 40F: 3 clusters Score -2837899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -2837898.250000 Penalty: 2981.614990
	Iteration 41Q: 3 clusters Score -2837898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -2837899.500000 Penalty: 2981.614990
	Iteration 42Q: 3 clusters Score -2837900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -2837899.000000 Penalty: 2981.614990
	Iteration 43Q: 3 clusters Score -2837899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -2837902.750000 Penalty: 2981.614990
	Iteration 44Q: 3 clusters Score -2837903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
Score: -2837905.500000 Penalty: 2981.614990
	Iteration 45Q: 3 clusters Score -2837906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 20978 members 
Entering Unmasked Estep 
Score: -2837900.250000 Penalty: 2981.614990
	Iteration 46Q: 3 clusters Score -2837900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
Score: -2837901.250000 Penalty: 2981.614990
	Iteration 47Q: 3 clusters Score -2837901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 20981 members 
Entering Unmasked Estep 
Score: -2837903.250000 Penalty: 2981.614990
	Iteration 48Q: 3 clusters Score -2837903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 20982 members 
Entering Unmasked Estep 
Score: -2837908.750000 Penalty: 2981.614990
	Iteration 49Q: 3 clusters Score -2837909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -2837909.000000 Penalty: 2981.614990
	Iteration 50Q: 3 clusters Score -2837909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -2837907.000000 Penalty: 2981.614990
	Iteration 51Q: 3 clusters Score -2837907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -2837905.500000 Penalty: 2981.614990
	Iteration 52Q: 3 clusters Score -2837906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 20992 members 
Entering Unmasked Estep 
Score: -2837912.000000 Penalty: 2981.614990
	Iteration 53Q: 3 clusters Score -2837912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 20993 members 
Entering Unmasked Estep 
Score: -2837909.500000 Penalty: 2981.614990
	Iteration 54Q: 3 clusters Score -2837910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 20994 members 
Entering Unmasked Estep 
Score: -2837911.750000 Penalty: 2981.614990
	Iteration 55Q: 3 clusters Score -2837912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 20994 members 
Entering Unmasked Estep 
Score: -2837911.750000 Penalty: 2981.614990
	Iteration 56F: 3 clusters Score -2837912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Entering Unmasked Estep 
Score: -746586.687500 Penalty: 1300.609741
	Iteration 0F: 2 clusters Score -746586.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -742133.437500 Penalty: 2601.219482
	Iteration 0F: 3 clusters Score -742133.4 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -743540.062500 Penalty: 2601.219482
	Iteration 1F: 3 clusters Score -743540.1 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -743765.250000 Penalty: 2601.219482
	Iteration 2F: 3 clusters Score -743765.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -743916.625000 Penalty: 2601.219482
	Iteration 3Q: 3 clusters Score -743916.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -744035.937500 Penalty: 2601.219482
	Iteration 4Q: 3 clusters Score -744035.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -744135.500000 Penalty: 2601.219482
	Iteration 5Q: 3 clusters Score -744135.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -744237.250000 Penalty: 2601.219482
	Iteration 6Q: 3 clusters Score -744237.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -744347.000000 Penalty: 2601.219482
	Iteration 7Q: 3 clusters Score -744347 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -744459.937500 Penalty: 2601.219482
	Iteration 8Q: 3 clusters Score -744459.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -744581.437500 Penalty: 2601.219482
	Iteration 9Q: 3 clusters Score -744581.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -744708.562500 Penalty: 2601.219482
	Iteration 10Q: 3 clusters Score -744708.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -744832.875000 Penalty: 2601.219482
	Iteration 11Q: 3 clusters Score -744832.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -744958.812500 Penalty: 2601.219482
	Iteration 12Q: 3 clusters Score -744958.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -745070.125000 Penalty: 2601.219482
	Iteration 13Q: 3 clusters Score -745070.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -745175.250000 Penalty: 2601.219482
	Iteration 14Q: 3 clusters Score -745175.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -745277.437500 Penalty: 2601.219482
	Iteration 15Q: 3 clusters Score -745277.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -745365.187500 Penalty: 2601.219482
	Iteration 16Q: 3 clusters Score -745365.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -745458.500000 Penalty: 2601.219482
	Iteration 17Q: 3 clusters Score -745458.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -745531.625000 Penalty: 2601.219482
	Iteration 18Q: 3 clusters Score -745531.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -745600.437500 Penalty: 2601.219482
	Iteration 19Q: 3 clusters Score -745600.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -745697.937500 Penalty: 2601.219482
	Iteration 20F: 3 clusters Score -745697.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -745785.937500 Penalty: 2601.219482
	Iteration 21Q: 3 clusters Score -745785.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -745844.187500 Penalty: 2601.219482
	Iteration 22Q: 3 clusters Score -745844.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -745885.812500 Penalty: 2601.219482
	Iteration 23Q: 3 clusters Score -745885.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -745924.437500 Penalty: 2601.219482
	Iteration 24Q: 3 clusters Score -745924.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -745969.375000 Penalty: 2601.219482
	Iteration 25Q: 3 clusters Score -745969.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -746011.312500 Penalty: 2601.219482
	Iteration 26Q: 3 clusters Score -746011.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -746034.625000 Penalty: 2601.219482
	Iteration 27Q: 3 clusters Score -746034.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -746051.500000 Penalty: 2601.219482
	Iteration 28Q: 3 clusters Score -746051.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -746060.875000 Penalty: 2601.219482
	Iteration 29Q: 3 clusters Score -746060.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -746066.312500 Penalty: 2601.219482
	Iteration 30Q: 3 clusters Score -746066.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -746071.187500 Penalty: 2601.219482
	Iteration 31Q: 3 clusters Score -746071.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -746077.937500 Penalty: 2601.219482
	Iteration 32Q: 3 clusters Score -746077.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -746085.187500 Penalty: 2601.219482
	Iteration 33Q: 3 clusters Score -746085.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -746090.312500 Penalty: 2601.219482
	Iteration 34Q: 3 clusters Score -746090.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -746094.250000 Penalty: 2601.219482
	Iteration 35Q: 3 clusters Score -746094.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -746100.312500 Penalty: 2601.219482
	Iteration 36Q: 3 clusters Score -746100.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -746102.687500 Penalty: 2601.219482
	Iteration 37Q: 3 clusters Score -746102.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -746106.062500 Penalty: 2601.219482
	Iteration 38Q: 3 clusters Score -746106.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -746110.875000 Penalty: 2601.219482
	Iteration 39Q: 3 clusters Score -746110.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -746113.625000 Penalty: 2601.219482
	Iteration 40F: 3 clusters Score -746113.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -746114.562500 Penalty: 2601.219482
	Iteration 41Q: 3 clusters Score -746114.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -746114.625000 Penalty: 2601.219482
	Iteration 42Q: 3 clusters Score -746114.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -746114.625000 Penalty: 2601.219482
	Iteration 43F: 3 clusters Score -746114.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Entering Unmasked Estep 
Score: -523529.218750 Penalty: 1251.316650
	Iteration 0F: 2 clusters Score -523529.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -520130.750000 Penalty: 2502.633301
	Iteration 0F: 3 clusters Score -520130.8 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -521130.968750 Penalty: 2502.633301
	Iteration 1F: 3 clusters Score -521131 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -521353.531250 Penalty: 2502.633301
	Iteration 2F: 3 clusters Score -521353.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -521555.156250 Penalty: 2502.633301
	Iteration 3F: 3 clusters Score -521555.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -521697.718750 Penalty: 2502.633301
	Iteration 4Q: 3 clusters Score -521697.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -521806.718750 Penalty: 2502.633301
	Iteration 5Q: 3 clusters Score -521806.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -521907.093750 Penalty: 2502.633301
	Iteration 6Q: 3 clusters Score -521907.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -521990.156250 Penalty: 2502.633301
	Iteration 7Q: 3 clusters Score -521990.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -522058.062500 Penalty: 2502.633301
	Iteration 8Q: 3 clusters Score -522058.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -522146.750000 Penalty: 2502.633301
	Iteration 9Q: 3 clusters Score -522146.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -522230.156250 Penalty: 2502.633301
	Iteration 10Q: 3 clusters Score -522230.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -522312.593750 Penalty: 2502.633301
	Iteration 11Q: 3 clusters Score -522312.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -522390.625000 Penalty: 2502.633301
	Iteration 12Q: 3 clusters Score -522390.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -522458.562500 Penalty: 2502.633301
	Iteration 13Q: 3 clusters Score -522458.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -522530.625000 Penalty: 2502.633301
	Iteration 14Q: 3 clusters Score -522530.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -522605.156250 Penalty: 2502.633301
	Iteration 15Q: 3 clusters Score -522605.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -522654.593750 Penalty: 2502.633301
	Iteration 16Q: 3 clusters Score -522654.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -522705.718750 Penalty: 2502.633301
	Iteration 17Q: 3 clusters Score -522705.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -522762.468750 Penalty: 2502.633301
	Iteration 18Q: 3 clusters Score -522762.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -522813.625000 Penalty: 2502.633301
	Iteration 19Q: 3 clusters Score -522813.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -522848.562500 Penalty: 2502.633301
	Iteration 20F: 3 clusters Score -522848.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -522874.781250 Penalty: 2502.633301
	Iteration 21Q: 3 clusters Score -522874.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -522895.093750 Penalty: 2502.633301
	Iteration 22Q: 3 clusters Score -522895.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -522908.656250 Penalty: 2502.633301
	Iteration 23Q: 3 clusters Score -522908.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -522921.187500 Penalty: 2502.633301
	Iteration 24Q: 3 clusters Score -522921.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -522934.531250 Penalty: 2502.633301
	Iteration 25Q: 3 clusters Score -522934.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -522946.156250 Penalty: 2502.633301
	Iteration 26Q: 3 clusters Score -522946.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -522954.656250 Penalty: 2502.633301
	Iteration 27Q: 3 clusters Score -522954.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -522960.000000 Penalty: 2502.633301
	Iteration 28Q: 3 clusters Score -522960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -522964.781250 Penalty: 2502.633301
	Iteration 29Q: 3 clusters Score -522964.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -522972.000000 Penalty: 2502.633301
	Iteration 30Q: 3 clusters Score -522972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -522976.406250 Penalty: 2502.633301
	Iteration 31Q: 3 clusters Score -522976.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -522979.312500 Penalty: 2502.633301
	Iteration 32Q: 3 clusters Score -522979.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -522983.218750 Penalty: 2502.633301
	Iteration 33Q: 3 clusters Score -522983.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -522986.343750 Penalty: 2502.633301
	Iteration 34Q: 3 clusters Score -522986.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -522988.750000 Penalty: 2502.633301
	Iteration 35Q: 3 clusters Score -522988.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -522989.125000 Penalty: 2502.633301
	Iteration 36Q: 3 clusters Score -522989.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -522991.281250 Penalty: 2502.633301
	Iteration 37Q: 3 clusters Score -522991.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -522991.718750 Penalty: 2502.633301
	Iteration 38Q: 3 clusters Score -522991.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -522992.093750 Penalty: 2502.633301
	Iteration 39Q: 3 clusters Score -522992.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -522992.937500 Penalty: 2502.633301
	Iteration 40F: 3 clusters Score -522992.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -522992.500000 Penalty: 2502.633301
	Iteration 41Q: 3 clusters Score -522992.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -522992.500000 Penalty: 2502.633301
	Iteration 42F: 3 clusters Score -522992.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Entering Unmasked Estep 
Score: -60432.218750 Penalty: 965.140747
	Iteration 0F: 2 clusters Score -60432.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -59418.292969 Penalty: 1930.281494
	Iteration 0F: 3 clusters Score -59418.29 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -59681.191406 Penalty: 1930.281494
	Iteration 1F: 3 clusters Score -59681.19 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -59847.441406 Penalty: 1930.281494
	Iteration 2F: 3 clusters Score -59847.44 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -59942.835938 Penalty: 1930.281494
	Iteration 3Q: 3 clusters Score -59942.84 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -60000.089844 Penalty: 1930.281494
	Iteration 4Q: 3 clusters Score -60000.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -60045.773438 Penalty: 1930.281494
	Iteration 5Q: 3 clusters Score -60045.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -60066.859375 Penalty: 1930.281494
	Iteration 6Q: 3 clusters Score -60066.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -60082.199219 Penalty: 1930.281494
	Iteration 7Q: 3 clusters Score -60082.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -60094.226562 Penalty: 1930.281494
	Iteration 8Q: 3 clusters Score -60094.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -60103.175781 Penalty: 1930.281494
	Iteration 9Q: 3 clusters Score -60103.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -60114.558594 Penalty: 1930.281494
	Iteration 10Q: 3 clusters Score -60114.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -60127.972656 Penalty: 1930.281494
	Iteration 11Q: 3 clusters Score -60127.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -60131.148438 Penalty: 1930.281494
	Iteration 12Q: 3 clusters Score -60131.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -60137.472656 Penalty: 1930.281494
	Iteration 13Q: 3 clusters Score -60137.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -60144.128906 Penalty: 1930.281494
	Iteration 14Q: 3 clusters Score -60144.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -60148.968750 Penalty: 1930.281494
	Iteration 15Q: 3 clusters Score -60148.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -60161.187500 Penalty: 1930.281494
	Iteration 16Q: 3 clusters Score -60161.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -60181.523438 Penalty: 1930.281494
	Iteration 17Q: 3 clusters Score -60181.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -60193.796875 Penalty: 1930.281494
	Iteration 18Q: 3 clusters Score -60193.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -60196.316406 Penalty: 1930.281494
	Iteration 19Q: 3 clusters Score -60196.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -60202.695312 Penalty: 1930.281494
	Iteration 20F: 3 clusters Score -60202.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -60205.406250 Penalty: 1930.281494
	Iteration 21Q: 3 clusters Score -60205.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -60208.664062 Penalty: 1930.281494
	Iteration 22Q: 3 clusters Score -60208.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -60208.664062 Penalty: 1930.281494
	Iteration 23F: 3 clusters Score -60208.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (10298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Entering Unmasked Estep 
Score: -1252777.750000 Penalty: 1374.868164
	Iteration 0F: 2 clusters Score -1252778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1245967.500000 Penalty: 2749.736328
	Iteration 0F: 3 clusters Score -1245968 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1248193.375000 Penalty: 2749.736328
	Iteration 1F: 3 clusters Score -1248193 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1248485.375000 Penalty: 2749.736328
	Iteration 2F: 3 clusters Score -1248485 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1248744.250000 Penalty: 2749.736328
	Iteration 3Q: 3 clusters Score -1248744 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1248957.250000 Penalty: 2749.736328
	Iteration 4Q: 3 clusters Score -1248957 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1249160.625000 Penalty: 2749.736328
	Iteration 5Q: 3 clusters Score -1249161 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1249345.750000 Penalty: 2749.736328
	Iteration 6Q: 3 clusters Score -1249346 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1249516.125000 Penalty: 2749.736328
	Iteration 7Q: 3 clusters Score -1249516 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1249703.000000 Penalty: 2749.736328
	Iteration 8Q: 3 clusters Score -1249703 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1249886.000000 Penalty: 2749.736328
	Iteration 9Q: 3 clusters Score -1249886 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1250036.375000 Penalty: 2749.736328
	Iteration 10Q: 3 clusters Score -1250036 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1250190.125000 Penalty: 2749.736328
	Iteration 11Q: 3 clusters Score -1250190 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1250374.000000 Penalty: 2749.736328
	Iteration 12Q: 3 clusters Score -1250374 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1250610.125000 Penalty: 2749.736328
	Iteration 13Q: 3 clusters Score -1250610 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1250872.125000 Penalty: 2749.736328
	Iteration 14Q: 3 clusters Score -1250872 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1251139.125000 Penalty: 2749.736328
	Iteration 15Q: 3 clusters Score -1251139 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1251397.875000 Penalty: 2749.736328
	Iteration 16Q: 3 clusters Score -1251398 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1251635.750000 Penalty: 2749.736328
	Iteration 17Q: 3 clusters Score -1251636 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1251863.000000 Penalty: 2749.736328
	Iteration 18Q: 3 clusters Score -1251863 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1252044.000000 Penalty: 2749.736328
	Iteration 19Q: 3 clusters Score -1252044 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1252147.500000 Penalty: 2749.736328
	Iteration 20F: 3 clusters Score -1252148 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1252211.125000 Penalty: 2749.736328
	Iteration 21Q: 3 clusters Score -1252211 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1252235.250000 Penalty: 2749.736328
	Iteration 22Q: 3 clusters Score -1252235 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1252245.875000 Penalty: 2749.736328
	Iteration 23Q: 3 clusters Score -1252246 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1252258.375000 Penalty: 2749.736328
	Iteration 24Q: 3 clusters Score -1252258 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1252273.000000 Penalty: 2749.736328
	Iteration 25Q: 3 clusters Score -1252273 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1252277.375000 Penalty: 2749.736328
	Iteration 26Q: 3 clusters Score -1252277 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1252279.250000 Penalty: 2749.736328
	Iteration 27Q: 3 clusters Score -1252279 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1252281.000000 Penalty: 2749.736328
	Iteration 28Q: 3 clusters Score -1252281 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1252283.625000 Penalty: 2749.736328
	Iteration 29Q: 3 clusters Score -1252284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1252284.875000 Penalty: 2749.736328
	Iteration 30Q: 3 clusters Score -1252285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1252287.500000 Penalty: 2749.736328
	Iteration 31Q: 3 clusters Score -1252288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1252286.250000 Penalty: 2749.736328
	Iteration 32Q: 3 clusters Score -1252286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1252284.625000 Penalty: 2749.736328
	Iteration 33Q: 3 clusters Score -1252285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1252286.000000 Penalty: 2749.736328
	Iteration 34Q: 3 clusters Score -1252286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1252286.125000 Penalty: 2749.736328
	Iteration 35Q: 3 clusters Score -1252286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1252283.625000 Penalty: 2749.736328
	Iteration 36Q: 3 clusters Score -1252284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1252283.875000 Penalty: 2749.736328
	Iteration 37Q: 3 clusters Score -1252284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1252285.375000 Penalty: 2749.736328
	Iteration 38Q: 3 clusters Score -1252285 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1252285.375000 Penalty: 2749.736328
	Iteration 39F: 3 clusters Score -1252285 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Entering Unmasked Estep 
Score: -26766.843750 Penalty: 888.143677
	Iteration 0F: 2 clusters Score -26766.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -26087.253906 Penalty: 1776.287354
	Iteration 0F: 3 clusters Score -26087.25 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -26364.873047 Penalty: 1776.287354
	Iteration 1F: 3 clusters Score -26364.87 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -26491.556641 Penalty: 1776.287354
	Iteration 2F: 3 clusters Score -26491.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -26546.154297 Penalty: 1776.287354
	Iteration 3Q: 3 clusters Score -26546.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -26567.976562 Penalty: 1776.287354
	Iteration 4Q: 3 clusters Score -26567.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -26576.902344 Penalty: 1776.287354
	Iteration 5Q: 3 clusters Score -26576.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -26580.521484 Penalty: 1776.287354
	Iteration 6Q: 3 clusters Score -26580.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -26581.607422 Penalty: 1776.287354
	Iteration 7Q: 3 clusters Score -26581.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -26581.607422 Penalty: 1776.287354
	Iteration 8F: 3 clusters Score -26581.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Entering Unmasked Estep 
Score: -132389.312500 Penalty: 1047.762085
	Iteration 0F: 2 clusters Score -132389.3 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 569 members 
Entering Unmasked Estep 
Score: -131064.445312 Penalty: 2095.524170
	Iteration 0F: 3 clusters Score -131064.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -131370.125000 Penalty: 2095.524170
	Iteration 1F: 3 clusters Score -131370.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -131446.109375 Penalty: 2095.524170
	Iteration 2F: 3 clusters Score -131446.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -131484.750000 Penalty: 2095.524170
	Iteration 3Q: 3 clusters Score -131484.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -131504.343750 Penalty: 2095.524170
	Iteration 4Q: 3 clusters Score -131504.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -131513.015625 Penalty: 2095.524170
	Iteration 5Q: 3 clusters Score -131513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -131515.812500 Penalty: 2095.524170
	Iteration 6Q: 3 clusters Score -131515.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -131516.531250 Penalty: 2095.524170
	Iteration 7Q: 3 clusters Score -131516.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -131518.609375 Penalty: 2095.524170
	Iteration 8Q: 3 clusters Score -131518.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -131521.984375 Penalty: 2095.524170
	Iteration 9Q: 3 clusters Score -131522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -131524.421875 Penalty: 2095.524170
	Iteration 10Q: 3 clusters Score -131524.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -131528.328125 Penalty: 2095.524170
	Iteration 11Q: 3 clusters Score -131528.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -131528.734375 Penalty: 2095.524170
	Iteration 12Q: 3 clusters Score -131528.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -131529.312500 Penalty: 2095.524170
	Iteration 13Q: 3 clusters Score -131529.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -131529.578125 Penalty: 2095.524170
	Iteration 14Q: 3 clusters Score -131529.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -131530.640625 Penalty: 2095.524170
	Iteration 15Q: 3 clusters Score -131530.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -131530.640625 Penalty: 2095.524170
	Iteration 16F: 3 clusters Score -131530.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Entering Unmasked Estep 
Score: -44226.503906 Penalty: 890.784119
	Iteration 0F: 2 clusters Score -44226.5 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 192 members 
Entering Unmasked Estep 
Score: -43437.265625 Penalty: 1781.568237
	Iteration 0F: 3 clusters Score -43437.27 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -43667.511719 Penalty: 1781.568237
	Iteration 1F: 3 clusters Score -43667.51 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -43796.929688 Penalty: 1781.568237
	Iteration 2F: 3 clusters Score -43796.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -43848.558594 Penalty: 1781.568237
	Iteration 3Q: 3 clusters Score -43848.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -43875.156250 Penalty: 1781.568237
	Iteration 4Q: 3 clusters Score -43875.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -43891.878906 Penalty: 1781.568237
	Iteration 5Q: 3 clusters Score -43891.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -43899.425781 Penalty: 1781.568237
	Iteration 6Q: 3 clusters Score -43899.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -43904.863281 Penalty: 1781.568237
	Iteration 7Q: 3 clusters Score -43904.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -43921.476562 Penalty: 1781.568237
	Iteration 8Q: 3 clusters Score -43921.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -43926.070312 Penalty: 1781.568237
	Iteration 9Q: 3 clusters Score -43926.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -43930.355469 Penalty: 1781.568237
	Iteration 10Q: 3 clusters Score -43930.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -43933.023438 Penalty: 1781.568237
	Iteration 11Q: 3 clusters Score -43933.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -43933.023438 Penalty: 1781.568237
	Iteration 12F: 3 clusters Score -43933.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Entering Unmasked Estep 
Score: -9378.921875 Penalty: 749.498535
	Iteration 0F: 2 clusters Score -9378.922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -8860.844727 Penalty: 1498.997070
	Iteration 0F: 3 clusters Score -8860.845 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8917.995117 Penalty: 1498.997070
	Iteration 1F: 3 clusters Score -8917.995 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -8967.967773 Penalty: 1498.997070
	Iteration 2Q: 3 clusters Score -8967.968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8983.608398 Penalty: 1498.997070
	Iteration 3Q: 3 clusters Score -8983.608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -8993.005859 Penalty: 1498.997070
	Iteration 4Q: 3 clusters Score -8993.006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -9002.669922 Penalty: 1498.997070
	Iteration 5Q: 3 clusters Score -9002.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -9008.209961 Penalty: 1498.997070
	Iteration 6Q: 3 clusters Score -9008.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -9012.494141 Penalty: 1498.997070
	Iteration 7Q: 3 clusters Score -9012.494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -9026.785156 Penalty: 1498.997070
	Iteration 8Q: 3 clusters Score -9026.785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -9036.442383 Penalty: 1498.997070
	Iteration 9Q: 3 clusters Score -9036.442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -9036.442383 Penalty: 1498.997070
	Iteration 10F: 3 clusters Score -9036.442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Entering Unmasked Estep 
Score: -26646.306641 Penalty: 846.221985
	Iteration 0F: 2 clusters Score -26646.31 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 134 members 
Entering Unmasked Estep 
Score: -25923.484375 Penalty: 1692.443970
	Iteration 0F: 3 clusters Score -25923.48 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -26024.662109 Penalty: 1692.443970
	Iteration 1F: 3 clusters Score -26024.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -26045.685547 Penalty: 1692.443970
	Iteration 2Q: 3 clusters Score -26045.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -26063.378906 Penalty: 1692.443970
	Iteration 3Q: 3 clusters Score -26063.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -26075.714844 Penalty: 1692.443970
	Iteration 4Q: 3 clusters Score -26075.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -26077.130859 Penalty: 1692.443970
	Iteration 5Q: 3 clusters Score -26077.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -26077.130859 Penalty: 1692.443970
	Iteration 6F: 3 clusters Score -26077.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Entering Unmasked Estep 
Score: -28847.468750 Penalty: 879.122742
	Iteration 0F: 2 clusters Score -28847.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -28201.671875 Penalty: 1758.245483
	Iteration 0F: 3 clusters Score -28201.67 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -28585.876953 Penalty: 1758.245483
	Iteration 1F: 3 clusters Score -28585.88 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -28758.552734 Penalty: 1758.245483
	Iteration 2F: 3 clusters Score -28758.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -28821.908203 Penalty: 1758.245483
	Iteration 3Q: 3 clusters Score -28821.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -28881.980469 Penalty: 1758.245483
	Iteration 4Q: 3 clusters Score -28881.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -28954.468750 Penalty: 1758.245483
	Iteration 5Q: 3 clusters Score -28954.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -28973.318359 Penalty: 1758.245483
	Iteration 6Q: 3 clusters Score -28973.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -28987.962891 Penalty: 1758.245483
	Iteration 7Q: 3 clusters Score -28987.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -29004.355469 Penalty: 1758.245483
	Iteration 8Q: 3 clusters Score -29004.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -29018.175781 Penalty: 1758.245483
	Iteration 9Q: 3 clusters Score -29018.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -29019.662109 Penalty: 1758.245483
	Iteration 10Q: 3 clusters Score -29019.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -29024.861328 Penalty: 1758.245483
	Iteration 11Q: 3 clusters Score -29024.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -29024.861328 Penalty: 1758.245483
	Iteration 12F: 3 clusters Score -29024.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 6917 members 
Mstep: Class 3 contains 35834 members 
Mstep: Class 4 contains 34746 members 
Mstep: Class 5 contains 12281 members 
Mstep: Class 6 contains 24016 members 
Mstep: Class 7 contains 14368 members 
Mstep: Class 8 contains 9042 members 
Mstep: Class 9 contains 67327 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1266 members 
Mstep: Class 12 contains 72379 members 
Mstep: Class 13 contains 34655 members 
Mstep: Class 14 contains 3270 members 
Mstep: Class 15 contains 5588 members 
Mstep: Class 16 contains 17444 members 
Mstep: Class 17 contains 10294 members 
Mstep: Class 18 contains 31624 members 
Mstep: Class 19 contains 64352 members 
Mstep: Class 20 contains 1831 members 
Mstep: Class 21 contains 1236 members 
Mstep: Class 22 contains 8750 members 
Mstep: Class 23 contains 243 members 
Mstep: Class 24 contains 10218 members 
Mstep: Class 25 contains 6678 members 
Mstep: Class 26 contains 41100 members 
Mstep: Class 27 contains 22446 members 
Mstep: Class 28 contains 6252 members 
Mstep: Class 29 contains 4489 members 
Mstep: Class 30 contains 656 members 
Mstep: Class 31 contains 10298 members 
Mstep: Class 32 contains 391 members 
Mstep: Class 33 contains 1143 members 
Mstep: Class 34 contains 398 members 
Mstep: Class 35 contains 154 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 147 members 
Mstep: Class 38 contains 76023 members 
Mstep: Class 39 contains 6264 members 
Mstep: Class 40 contains 221 members 
Entering Unmasked Estep 
Score: -80974528.000000 Penalty: 79818.773438
Splitting cluster 37 changes total score from -80973432.000000 to -80974528.000000
So it's getting split into cluster 40.
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 6917 members 
Mstep: Class 3 contains 35834 members 
Mstep: Class 4 contains 34746 members 
Mstep: Class 5 contains 12281 members 
Mstep: Class 6 contains 24016 members 
Mstep: Class 7 contains 14368 members 
Mstep: Class 8 contains 9042 members 
Mstep: Class 9 contains 67327 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1266 members 
Mstep: Class 12 contains 72379 members 
Mstep: Class 13 contains 34655 members 
Mstep: Class 14 contains 3270 members 
Mstep: Class 15 contains 5588 members 
Mstep: Class 16 contains 17444 members 
Mstep: Class 17 contains 10294 members 
Mstep: Class 18 contains 31624 members 
Mstep: Class 19 contains 64352 members 
Mstep: Class 20 contains 1831 members 
Mstep: Class 21 contains 1236 members 
Mstep: Class 22 contains 8750 members 
Mstep: Class 23 contains 243 members 
Mstep: Class 24 contains 10218 members 
Mstep: Class 25 contains 6678 members 
Mstep: Class 26 contains 41100 members 
Mstep: Class 27 contains 22446 members 
Mstep: Class 28 contains 6252 members 
Mstep: Class 29 contains 4489 members 
Mstep: Class 30 contains 656 members 
Mstep: Class 31 contains 10298 members 
Mstep: Class 32 contains 391 members 
Mstep: Class 33 contains 1143 members 
Mstep: Class 34 contains 398 members 
Mstep: Class 35 contains 154 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80975880.000000 Penalty: 79818.773438
Iteration 159Q: 41 clusters Score -8.097588e+07 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 6918 members 
Mstep: Class 3 contains 35848 members 
Mstep: Class 4 contains 34754 members 
Mstep: Class 5 contains 13056 members 
Mstep: Class 6 contains 24026 members 
Mstep: Class 7 contains 14471 members 
Mstep: Class 8 contains 9039 members 
Mstep: Class 9 contains 66968 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1265 members 
Mstep: Class 12 contains 72625 members 
Mstep: Class 13 contains 34753 members 
Mstep: Class 14 contains 3271 members 
Mstep: Class 15 contains 5607 members 
Mstep: Class 16 contains 17453 members 
Mstep: Class 17 contains 10323 members 
Mstep: Class 18 contains 31704 members 
Mstep: Class 19 contains 64413 members 
Mstep: Class 20 contains 1831 members 
Mstep: Class 21 contains 1243 members 
Mstep: Class 22 contains 8753 members 
Mstep: Class 23 contains 243 members 
Mstep: Class 24 contains 10227 members 
Mstep: Class 25 contains 6674 members 
Mstep: Class 26 contains 41180 members 
Mstep: Class 27 contains 22446 members 
Mstep: Class 28 contains 6250 members 
Mstep: Class 29 contains 4490 members 
Mstep: Class 30 contains 656 members 
Mstep: Class 31 contains 10310 members 
Mstep: Class 32 contains 394 members 
Mstep: Class 33 contains 1143 members 
Mstep: Class 34 contains 398 members 
Mstep: Class 35 contains 154 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 147 members 
Mstep: Class 38 contains 74875 members 
Mstep: Class 39 contains 6214 members 
Mstep: Class 40 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 37. Lose 1885.335449 but Gain 1995.468750
Score: -80977456.000000 Penalty: 77823.304688
Iteration 160F: 40 clusters Score -8.097746e+07 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 6917 members 
Mstep: Class 3 contains 35576 members 
Mstep: Class 4 contains 34747 members 
Mstep: Class 5 contains 13493 members 
Mstep: Class 6 contains 24011 members 
Mstep: Class 7 contains 14461 members 
Mstep: Class 8 contains 9027 members 
Mstep: Class 9 contains 66775 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1265 members 
Mstep: Class 12 contains 72157 members 
Mstep: Class 13 contains 34667 members 
Mstep: Class 14 contains 3268 members 
Mstep: Class 15 contains 5598 members 
Mstep: Class 16 contains 17435 members 
Mstep: Class 17 contains 10275 members 
Mstep: Class 18 contains 31601 members 
Mstep: Class 19 contains 64391 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1233 members 
Mstep: Class 22 contains 8748 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 10223 members 
Mstep: Class 25 contains 6627 members 
Mstep: Class 26 contains 41077 members 
Mstep: Class 27 contains 22444 members 
Mstep: Class 28 contains 6200 members 
Mstep: Class 29 contains 4488 members 
Mstep: Class 30 contains 656 members 
Mstep: Class 31 contains 10315 members 
Mstep: Class 32 contains 474 members 
Mstep: Class 33 contains 1143 members 
Mstep: Class 34 contains 398 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 38 contains 75609 members 
Mstep: Class 39 contains 6528 members 
Mstep: Class 40 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80978928.000000 Penalty: 77823.304688
Iteration 161Q: 40 clusters Score -8.097893e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 6918 members 
Mstep: Class 3 contains 35338 members 
Mstep: Class 4 contains 34746 members 
Mstep: Class 5 contains 13917 members 
Mstep: Class 6 contains 24010 members 
Mstep: Class 7 contains 14480 members 
Mstep: Class 8 contains 9024 members 
Mstep: Class 9 contains 66719 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1265 members 
Mstep: Class 12 contains 71774 members 
Mstep: Class 13 contains 34609 members 
Mstep: Class 14 contains 3268 members 
Mstep: Class 15 contains 5598 members 
Mstep: Class 16 contains 17431 members 
Mstep: Class 17 contains 10258 members 
Mstep: Class 18 contains 31543 members 
Mstep: Class 19 contains 64399 members 
Mstep: Class 20 contains 1834 members 
Mstep: Class 21 contains 1234 members 
Mstep: Class 22 contains 8746 members 
Mstep: Class 23 contains 259 members 
Mstep: Class 24 contains 10222 members 
Mstep: Class 25 contains 6591 members 
Mstep: Class 26 contains 41040 members 
Mstep: Class 27 contains 22443 members 
Mstep: Class 28 contains 6151 members 
Mstep: Class 29 contains 4492 members 
Mstep: Class 30 contains 656 members 
Mstep: Class 31 contains 10317 members 
Mstep: Class 32 contains 469 members 
Mstep: Class 33 contains 1143 members 
Mstep: Class 34 contains 398 members 
Mstep: Class 35 contains 156 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 38 contains 75972 members 
Mstep: Class 39 contains 6650 members 
Mstep: Class 40 contains 272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80979032.000000 Penalty: 77823.304688
Iteration 162Q: 40 clusters Score -8.097903e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 6918 members 
Mstep: Class 3 contains 35146 members 
Mstep: Class 4 contains 34743 members 
Mstep: Class 5 contains 14333 members 
Mstep: Class 6 contains 24009 members 
Mstep: Class 7 contains 14523 members 
Mstep: Class 8 contains 9023 members 
Mstep: Class 9 contains 66696 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1265 members 
Mstep: Class 12 contains 71404 members 
Mstep: Class 13 contains 34581 members 
Mstep: Class 14 contains 3266 members 
Mstep: Class 15 contains 5602 members 
Mstep: Class 16 contains 17435 members 
Mstep: Class 17 contains 10247 members 
Mstep: Class 18 contains 31498 members 
Mstep: Class 19 contains 64402 members 
Mstep: Class 20 contains 1834 members 
Mstep: Class 21 contains 1235 members 
Mstep: Class 22 contains 8745 members 
Mstep: Class 23 contains 266 members 
Mstep: Class 24 contains 10226 members 
Mstep: Class 25 contains 6559 members 
Mstep: Class 26 contains 41017 members 
Mstep: Class 27 contains 22442 members 
Mstep: Class 28 contains 6112 members 
Mstep: Class 29 contains 4498 members 
Mstep: Class 30 contains 656 members 
Mstep: Class 31 contains 10325 members 
Mstep: Class 32 contains 465 members 
Mstep: Class 33 contains 1144 members 
Mstep: Class 34 contains 398 members 
Mstep: Class 35 contains 155 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 38 contains 76183 members 
Mstep: Class 39 contains 6720 members 
Mstep: Class 40 contains 270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80979136.000000 Penalty: 77823.304688
Iteration 163Q: 40 clusters Score -8.097914e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 6917 members 
Mstep: Class 3 contains 34976 members 
Mstep: Class 4 contains 34742 members 
Mstep: Class 5 contains 14740 members 
Mstep: Class 6 contains 24011 members 
Mstep: Class 7 contains 14562 members 
Mstep: Class 8 contains 9027 members 
Mstep: Class 9 contains 66644 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1265 members 
Mstep: Class 12 contains 71085 members 
Mstep: Class 13 contains 34543 members 
Mstep: Class 14 contains 3267 members 
Mstep: Class 15 contains 5609 members 
Mstep: Class 16 contains 17440 members 
Mstep: Class 17 contains 10240 members 
Mstep: Class 18 contains 31461 members 
Mstep: Class 19 contains 64400 members 
Mstep: Class 20 contains 1831 members 
Mstep: Class 21 contains 1241 members 
Mstep: Class 22 contains 8745 members 
Mstep: Class 23 contains 264 members 
Mstep: Class 24 contains 10225 members 
Mstep: Class 25 contains 6523 members 
Mstep: Class 26 contains 41001 members 
Mstep: Class 27 contains 22442 members 
Mstep: Class 28 contains 6070 members 
Mstep: Class 29 contains 4499 members 
Mstep: Class 30 contains 656 members 
Mstep: Class 31 contains 10331 members 
Mstep: Class 32 contains 467 members 
Mstep: Class 33 contains 1144 members 
Mstep: Class 34 contains 398 members 
Mstep: Class 35 contains 155 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 38 contains 76364 members 
Mstep: Class 39 contains 6785 members 
Mstep: Class 40 contains 270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80979128.000000 Penalty: 77823.304688
Iteration 164Q: 40 clusters Score -8.097913e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 6917 members 
Mstep: Class 3 contains 34821 members 
Mstep: Class 4 contains 34742 members 
Mstep: Class 5 contains 15160 members 
Mstep: Class 6 contains 24009 members 
Mstep: Class 7 contains 14616 members 
Mstep: Class 8 contains 9026 members 
Mstep: Class 9 contains 66628 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1265 members 
Mstep: Class 12 contains 70779 members 
Mstep: Class 13 contains 34518 members 
Mstep: Class 14 contains 3266 members 
Mstep: Class 15 contains 5611 members 
Mstep: Class 16 contains 17439 members 
Mstep: Class 17 contains 10245 members 
Mstep: Class 18 contains 31423 members 
Mstep: Class 19 contains 64395 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1250 members 
Mstep: Class 22 contains 8746 members 
Mstep: Class 23 contains 261 members 
Mstep: Class 24 contains 10225 members 
Mstep: Class 25 contains 6495 members 
Mstep: Class 26 contains 40990 members 
Mstep: Class 27 contains 22443 members 
Mstep: Class 28 contains 6034 members 
Mstep: Class 29 contains 4503 members 
Mstep: Class 30 contains 656 members 
Mstep: Class 31 contains 10340 members 
Mstep: Class 32 contains 467 members 
Mstep: Class 33 contains 1142 members 
Mstep: Class 34 contains 398 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 38 contains 76465 members 
Mstep: Class 39 contains 6804 members 
Mstep: Class 40 contains 270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80979504.000000 Penalty: 77823.304688
Iteration 165Q: 40 clusters Score -8.09795e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 6917 members 
Mstep: Class 3 contains 34691 members 
Mstep: Class 4 contains 34745 members 
Mstep: Class 5 contains 15566 members 
Mstep: Class 6 contains 24007 members 
Mstep: Class 7 contains 14669 members 
Mstep: Class 8 contains 9024 members 
Mstep: Class 9 contains 66588 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1265 members 
Mstep: Class 12 contains 70484 members 
Mstep: Class 13 contains 34491 members 
Mstep: Class 14 contains 3264 members 
Mstep: Class 15 contains 5617 members 
Mstep: Class 16 contains 17442 members 
Mstep: Class 17 contains 10247 members 
Mstep: Class 18 contains 31400 members 
Mstep: Class 19 contains 64391 members 
Mstep: Class 20 contains 1833 members 
Mstep: Class 21 contains 1255 members 
Mstep: Class 22 contains 8747 members 
Mstep: Class 23 contains 258 members 
Mstep: Class 24 contains 10223 members 
Mstep: Class 25 contains 6484 members 
Mstep: Class 26 contains 40970 members 
Mstep: Class 27 contains 22443 members 
Mstep: Class 28 contains 5999 members 
Mstep: Class 29 contains 4505 members 
Mstep: Class 30 contains 656 members 
Mstep: Class 31 contains 10348 members 
Mstep: Class 32 contains 467 members 
Mstep: Class 33 contains 1143 members 
Mstep: Class 34 contains 398 members 
Mstep: Class 35 contains 161 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 38 contains 76552 members 
Mstep: Class 39 contains 6819 members 
Mstep: Class 40 contains 270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80979752.000000 Penalty: 77823.304688
Iteration 166Q: 40 clusters Score -8.097975e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 6917 members 
Mstep: Class 3 contains 34586 members 
Mstep: Class 4 contains 34746 members 
Mstep: Class 5 contains 15956 members 
Mstep: Class 6 contains 24003 members 
Mstep: Class 7 contains 14738 members 
Mstep: Class 8 contains 9024 members 
Mstep: Class 9 contains 66563 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1265 members 
Mstep: Class 12 contains 70188 members 
Mstep: Class 13 contains 34455 members 
Mstep: Class 14 contains 3263 members 
Mstep: Class 15 contains 5618 members 
Mstep: Class 16 contains 17444 members 
Mstep: Class 17 contains 10244 members 
Mstep: Class 18 contains 31389 members 
Mstep: Class 19 contains 64391 members 
Mstep: Class 20 contains 1833 members 
Mstep: Class 21 contains 1259 members 
Mstep: Class 22 contains 8747 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 10221 members 
Mstep: Class 25 contains 6472 members 
Mstep: Class 26 contains 40957 members 
Mstep: Class 27 contains 22443 members 
Mstep: Class 28 contains 5977 members 
Mstep: Class 29 contains 4509 members 
Mstep: Class 30 contains 656 members 
Mstep: Class 31 contains 10353 members 
Mstep: Class 32 contains 467 members 
Mstep: Class 33 contains 1143 members 
Mstep: Class 34 contains 399 members 
Mstep: Class 35 contains 163 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 38 contains 76604 members 
Mstep: Class 39 contains 6821 members 
Mstep: Class 40 contains 270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80980072.000000 Penalty: 77823.304688
Iteration 167Q: 40 clusters Score -8.098007e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 6917 members 
Mstep: Class 3 contains 34474 members 
Mstep: Class 4 contains 34741 members 
Mstep: Class 5 contains 16343 members 
Mstep: Class 6 contains 24001 members 
Mstep: Class 7 contains 14784 members 
Mstep: Class 8 contains 9019 members 
Mstep: Class 9 contains 66535 members 
Mstep: Class 10 contains 601 members 
Mstep: Class 11 contains 1265 members 
Mstep: Class 12 contains 69935 members 
Mstep: Class 13 contains 34416 members 
Mstep: Class 14 contains 3265 members 
Mstep: Class 15 contains 5622 members 
Mstep: Class 16 contains 17447 members 
Mstep: Class 17 contains 10257 members 
Mstep: Class 18 contains 31368 members 
Mstep: Class 19 contains 64387 members 
Mstep: Class 20 contains 1833 members 
Mstep: Class 21 contains 1269 members 
Mstep: Class 22 contains 8749 members 
Mstep: Class 23 contains 251 members 
Mstep: Class 24 contains 10219 members 
Mstep: Class 25 contains 6461 members 
Mstep: Class 26 contains 40947 members 
Mstep: Class 27 contains 22443 members 
Mstep: Class 28 contains 5957 members 
Mstep: Class 29 contains 4509 members 
Mstep: Class 30 contains 656 members 
Mstep: Class 31 contains 10359 members 
Mstep: Class 32 contains 467 members 
Mstep: Class 33 contains 1143 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 38 contains 76636 members 
Mstep: Class 39 contains 6826 members 
Mstep: Class 40 contains 270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80980032.000000 Penalty: 77823.304688
Iteration 168Q: 40 clusters Score -8.098003e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 6916 members 
Mstep: Class 3 contains 34382 members 
Mstep: Class 4 contains 34738 members 
Mstep: Class 5 contains 16739 members 
Mstep: Class 6 contains 24004 members 
Mstep: Class 7 contains 14857 members 
Mstep: Class 8 contains 9015 members 
Mstep: Class 9 contains 66509 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1265 members 
Mstep: Class 12 contains 69653 members 
Mstep: Class 13 contains 34394 members 
Mstep: Class 14 contains 3265 members 
Mstep: Class 15 contains 5626 members 
Mstep: Class 16 contains 17450 members 
Mstep: Class 17 contains 10265 members 
Mstep: Class 18 contains 31349 members 
Mstep: Class 19 contains 64382 members 
Mstep: Class 20 contains 1833 members 
Mstep: Class 21 contains 1272 members 
Mstep: Class 22 contains 8748 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 10215 members 
Mstep: Class 25 contains 6452 members 
Mstep: Class 26 contains 40943 members 
Mstep: Class 27 contains 22443 members 
Mstep: Class 28 contains 5935 members 
Mstep: Class 29 contains 4508 members 
Mstep: Class 30 contains 656 members 
Mstep: Class 31 contains 10366 members 
Mstep: Class 32 contains 468 members 
Mstep: Class 33 contains 1142 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 38 contains 76629 members 
Mstep: Class 39 contains 6831 members 
Mstep: Class 40 contains 270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80980000.000000 Penalty: 77823.304688
Iteration 169Q: 40 clusters Score -8.098e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 6916 members 
Mstep: Class 3 contains 34296 members 
Mstep: Class 4 contains 34736 members 
Mstep: Class 5 contains 17105 members 
Mstep: Class 6 contains 24004 members 
Mstep: Class 7 contains 14928 members 
Mstep: Class 8 contains 9012 members 
Mstep: Class 9 contains 66474 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1265 members 
Mstep: Class 12 contains 69368 members 
Mstep: Class 13 contains 34370 members 
Mstep: Class 14 contains 3266 members 
Mstep: Class 15 contains 5631 members 
Mstep: Class 16 contains 17447 members 
Mstep: Class 17 contains 10272 members 
Mstep: Class 18 contains 31329 members 
Mstep: Class 19 contains 64382 members 
Mstep: Class 20 contains 1833 members 
Mstep: Class 21 contains 1279 members 
Mstep: Class 22 contains 8748 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 10208 members 
Mstep: Class 25 contains 6443 members 
Mstep: Class 26 contains 40952 members 
Mstep: Class 27 contains 22443 members 
Mstep: Class 28 contains 5907 members 
Mstep: Class 29 contains 4506 members 
Mstep: Class 30 contains 656 members 
Mstep: Class 31 contains 10375 members 
Mstep: Class 32 contains 468 members 
Mstep: Class 33 contains 1143 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 38 contains 76648 members 
Mstep: Class 39 contains 6840 members 
Mstep: Class 40 contains 270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80979976.000000 Penalty: 77823.304688
Iteration 170Q: 40 clusters Score -8.097998e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 6916 members 
Mstep: Class 3 contains 34203 members 
Mstep: Class 4 contains 34736 members 
Mstep: Class 5 contains 17463 members 
Mstep: Class 6 contains 24004 members 
Mstep: Class 7 contains 15000 members 
Mstep: Class 8 contains 9011 members 
Mstep: Class 9 contains 66448 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1265 members 
Mstep: Class 12 contains 69096 members 
Mstep: Class 13 contains 34345 members 
Mstep: Class 14 contains 3265 members 
Mstep: Class 15 contains 5627 members 
Mstep: Class 16 contains 17443 members 
Mstep: Class 17 contains 10279 members 
Mstep: Class 18 contains 31313 members 
Mstep: Class 19 contains 64382 members 
Mstep: Class 20 contains 1833 members 
Mstep: Class 21 contains 1281 members 
Mstep: Class 22 contains 8748 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 10209 members 
Mstep: Class 25 contains 6424 members 
Mstep: Class 26 contains 40961 members 
Mstep: Class 27 contains 22444 members 
Mstep: Class 28 contains 5885 members 
Mstep: Class 29 contains 4512 members 
Mstep: Class 30 contains 656 members 
Mstep: Class 31 contains 10382 members 
Mstep: Class 32 contains 468 members 
Mstep: Class 33 contains 1142 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 38 contains 76662 members 
Mstep: Class 39 contains 6848 members 
Mstep: Class 40 contains 270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80979936.000000 Penalty: 77823.304688
Iteration 171Q: 40 clusters Score -8.097994e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 6916 members 
Mstep: Class 3 contains 34118 members 
Mstep: Class 4 contains 34734 members 
Mstep: Class 5 contains 17810 members 
Mstep: Class 6 contains 24003 members 
Mstep: Class 7 contains 15058 members 
Mstep: Class 8 contains 9014 members 
Mstep: Class 9 contains 66430 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1265 members 
Mstep: Class 12 contains 68809 members 
Mstep: Class 13 contains 34323 members 
Mstep: Class 14 contains 3264 members 
Mstep: Class 15 contains 5629 members 
Mstep: Class 16 contains 17439 members 
Mstep: Class 17 contains 10292 members 
Mstep: Class 18 contains 31305 members 
Mstep: Class 19 contains 64378 members 
Mstep: Class 20 contains 1831 members 
Mstep: Class 21 contains 1287 members 
Mstep: Class 22 contains 8748 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 10206 members 
Mstep: Class 25 contains 6413 members 
Mstep: Class 26 contains 40973 members 
Mstep: Class 27 contains 22444 members 
Mstep: Class 28 contains 5864 members 
Mstep: Class 29 contains 4517 members 
Mstep: Class 30 contains 656 members 
Mstep: Class 31 contains 10390 members 
Mstep: Class 32 contains 468 members 
Mstep: Class 33 contains 1144 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 38 contains 76666 members 
Mstep: Class 39 contains 6856 members 
Mstep: Class 40 contains 270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80979984.000000 Penalty: 77823.304688
Iteration 172Q: 40 clusters Score -8.097998e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 6916 members 
Mstep: Class 3 contains 34032 members 
Mstep: Class 4 contains 34731 members 
Mstep: Class 5 contains 18146 members 
Mstep: Class 6 contains 24001 members 
Mstep: Class 7 contains 15123 members 
Mstep: Class 8 contains 9011 members 
Mstep: Class 9 contains 66407 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1265 members 
Mstep: Class 12 contains 68541 members 
Mstep: Class 13 contains 34301 members 
Mstep: Class 14 contains 3266 members 
Mstep: Class 15 contains 5632 members 
Mstep: Class 16 contains 17440 members 
Mstep: Class 17 contains 10305 members 
Mstep: Class 18 contains 31292 members 
Mstep: Class 19 contains 64377 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1291 members 
Mstep: Class 22 contains 8749 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 10208 members 
Mstep: Class 25 contains 6398 members 
Mstep: Class 26 contains 40977 members 
Mstep: Class 27 contains 22444 members 
Mstep: Class 28 contains 5843 members 
Mstep: Class 29 contains 4521 members 
Mstep: Class 30 contains 656 members 
Mstep: Class 31 contains 10398 members 
Mstep: Class 32 contains 468 members 
Mstep: Class 33 contains 1142 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 38 contains 76674 members 
Mstep: Class 39 contains 6863 members 
Mstep: Class 40 contains 270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80980296.000000 Penalty: 77823.304688
Iteration 173Q: 40 clusters Score -8.09803e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 6916 members 
Mstep: Class 3 contains 33920 members 
Mstep: Class 4 contains 34728 members 
Mstep: Class 5 contains 18504 members 
Mstep: Class 6 contains 23999 members 
Mstep: Class 7 contains 15193 members 
Mstep: Class 8 contains 9009 members 
Mstep: Class 9 contains 66384 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1265 members 
Mstep: Class 12 contains 68269 members 
Mstep: Class 13 contains 34286 members 
Mstep: Class 14 contains 3267 members 
Mstep: Class 15 contains 5633 members 
Mstep: Class 16 contains 17440 members 
Mstep: Class 17 contains 10321 members 
Mstep: Class 18 contains 31282 members 
Mstep: Class 19 contains 64372 members 
Mstep: Class 20 contains 1834 members 
Mstep: Class 21 contains 1294 members 
Mstep: Class 22 contains 8750 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 10205 members 
Mstep: Class 25 contains 6387 members 
Mstep: Class 26 contains 40983 members 
Mstep: Class 27 contains 22445 members 
Mstep: Class 28 contains 5824 members 
Mstep: Class 29 contains 4524 members 
Mstep: Class 30 contains 656 members 
Mstep: Class 31 contains 10406 members 
Mstep: Class 32 contains 468 members 
Mstep: Class 33 contains 1142 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 38 contains 76680 members 
Mstep: Class 39 contains 6864 members 
Mstep: Class 40 contains 270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80980208.000000 Penalty: 77823.304688
Iteration 174Q: 40 clusters Score -8.098021e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 6916 members 
Mstep: Class 3 contains 33815 members 
Mstep: Class 4 contains 34725 members 
Mstep: Class 5 contains 18869 members 
Mstep: Class 6 contains 24000 members 
Mstep: Class 7 contains 15250 members 
Mstep: Class 8 contains 9006 members 
Mstep: Class 9 contains 66360 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1265 members 
Mstep: Class 12 contains 68036 members 
Mstep: Class 13 contains 34275 members 
Mstep: Class 14 contains 3268 members 
Mstep: Class 15 contains 5634 members 
Mstep: Class 16 contains 17438 members 
Mstep: Class 17 contains 10327 members 
Mstep: Class 18 contains 31275 members 
Mstep: Class 19 contains 64373 members 
Mstep: Class 20 contains 1834 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 8749 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 10202 members 
Mstep: Class 25 contains 6377 members 
Mstep: Class 26 contains 40986 members 
Mstep: Class 27 contains 22445 members 
Mstep: Class 28 contains 5813 members 
Mstep: Class 29 contains 4527 members 
Mstep: Class 30 contains 656 members 
Mstep: Class 31 contains 10411 members 
Mstep: Class 32 contains 468 members 
Mstep: Class 33 contains 1142 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 38 contains 76645 members 
Mstep: Class 39 contains 6867 members 
Mstep: Class 40 contains 270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80980288.000000 Penalty: 77823.304688
Iteration 175Q: 40 clusters Score -8.098029e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 6916 members 
Mstep: Class 3 contains 33713 members 
Mstep: Class 4 contains 34724 members 
Mstep: Class 5 contains 19239 members 
Mstep: Class 6 contains 23998 members 
Mstep: Class 7 contains 15316 members 
Mstep: Class 8 contains 9002 members 
Mstep: Class 9 contains 66332 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1265 members 
Mstep: Class 12 contains 67797 members 
Mstep: Class 13 contains 34262 members 
Mstep: Class 14 contains 3268 members 
Mstep: Class 15 contains 5633 members 
Mstep: Class 16 contains 17438 members 
Mstep: Class 17 contains 10334 members 
Mstep: Class 18 contains 31264 members 
Mstep: Class 19 contains 64376 members 
Mstep: Class 20 contains 1836 members 
Mstep: Class 21 contains 1296 members 
Mstep: Class 22 contains 8749 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 10203 members 
Mstep: Class 25 contains 6370 members 
Mstep: Class 26 contains 40992 members 
Mstep: Class 27 contains 22445 members 
Mstep: Class 28 contains 5798 members 
Mstep: Class 29 contains 4531 members 
Mstep: Class 30 contains 656 members 
Mstep: Class 31 contains 10416 members 
Mstep: Class 32 contains 468 members 
Mstep: Class 33 contains 1142 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 38 contains 76598 members 
Mstep: Class 39 contains 6873 members 
Mstep: Class 40 contains 270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80980392.000000 Penalty: 77823.304688
Iteration 176Q: 40 clusters Score -8.098039e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 6916 members 
Mstep: Class 3 contains 33613 members 
Mstep: Class 4 contains 34723 members 
Mstep: Class 5 contains 19603 members 
Mstep: Class 6 contains 23998 members 
Mstep: Class 7 contains 15378 members 
Mstep: Class 8 contains 9001 members 
Mstep: Class 9 contains 66310 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1265 members 
Mstep: Class 12 contains 67582 members 
Mstep: Class 13 contains 34253 members 
Mstep: Class 14 contains 3269 members 
Mstep: Class 15 contains 5633 members 
Mstep: Class 16 contains 17438 members 
Mstep: Class 17 contains 10339 members 
Mstep: Class 18 contains 31253 members 
Mstep: Class 19 contains 64376 members 
Mstep: Class 20 contains 1837 members 
Mstep: Class 21 contains 1297 members 
Mstep: Class 22 contains 8749 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 10203 members 
Mstep: Class 25 contains 6355 members 
Mstep: Class 26 contains 40987 members 
Mstep: Class 27 contains 22445 members 
Mstep: Class 28 contains 5789 members 
Mstep: Class 29 contains 4531 members 
Mstep: Class 30 contains 656 members 
Mstep: Class 31 contains 10422 members 
Mstep: Class 32 contains 468 members 
Mstep: Class 33 contains 1142 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 38 contains 76541 members 
Mstep: Class 39 contains 6878 members 
Mstep: Class 40 contains 270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80980504.000000 Penalty: 77823.304688
Iteration 177Q: 40 clusters Score -8.09805e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 6916 members 
Mstep: Class 3 contains 33546 members 
Mstep: Class 4 contains 34721 members 
Mstep: Class 5 contains 19975 members 
Mstep: Class 6 contains 23997 members 
Mstep: Class 7 contains 15425 members 
Mstep: Class 8 contains 8997 members 
Mstep: Class 9 contains 66297 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1265 members 
Mstep: Class 12 contains 67333 members 
Mstep: Class 13 contains 34243 members 
Mstep: Class 14 contains 3270 members 
Mstep: Class 15 contains 5635 members 
Mstep: Class 16 contains 17436 members 
Mstep: Class 17 contains 10337 members 
Mstep: Class 18 contains 31247 members 
Mstep: Class 19 contains 64375 members 
Mstep: Class 20 contains 1838 members 
Mstep: Class 21 contains 1298 members 
Mstep: Class 22 contains 8749 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 10203 members 
Mstep: Class 25 contains 6344 members 
Mstep: Class 26 contains 40987 members 
Mstep: Class 27 contains 22445 members 
Mstep: Class 28 contains 5775 members 
Mstep: Class 29 contains 4533 members 
Mstep: Class 30 contains 656 members 
Mstep: Class 31 contains 10426 members 
Mstep: Class 32 contains 468 members 
Mstep: Class 33 contains 1142 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 38 contains 76488 members 
Mstep: Class 39 contains 6883 members 
Mstep: Class 40 contains 270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80980416.000000 Penalty: 77823.304688
Iteration 178Q: 40 clusters Score -8.098042e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 6916 members 
Mstep: Class 3 contains 33450 members 
Mstep: Class 4 contains 34720 members 
Mstep: Class 5 contains 20321 members 
Mstep: Class 6 contains 23995 members 
Mstep: Class 7 contains 15486 members 
Mstep: Class 8 contains 8996 members 
Mstep: Class 9 contains 66310 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1265 members 
Mstep: Class 12 contains 67079 members 
Mstep: Class 13 contains 34235 members 
Mstep: Class 14 contains 3271 members 
Mstep: Class 15 contains 5632 members 
Mstep: Class 16 contains 17438 members 
Mstep: Class 17 contains 10343 members 
Mstep: Class 18 contains 31239 members 
Mstep: Class 19 contains 64369 members 
Mstep: Class 20 contains 1838 members 
Mstep: Class 21 contains 1298 members 
Mstep: Class 22 contains 8749 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 10201 members 
Mstep: Class 25 contains 6335 members 
Mstep: Class 26 contains 40991 members 
Mstep: Class 27 contains 22445 members 
Mstep: Class 28 contains 5759 members 
Mstep: Class 29 contains 4538 members 
Mstep: Class 30 contains 656 members 
Mstep: Class 31 contains 10429 members 
Mstep: Class 32 contains 468 members 
Mstep: Class 33 contains 1142 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 38 contains 76450 members 
Mstep: Class 39 contains 6887 members 
Mstep: Class 40 contains 270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80980536.000000 Penalty: 77823.304688
Iteration 179Q: 40 clusters Score -8.098054e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 6916 members 
Mstep: Class 3 contains 33377 members 
Mstep: Class 4 contains 34715 members 
Mstep: Class 5 contains 20685 members 
Mstep: Class 6 contains 23995 members 
Mstep: Class 7 contains 15544 members 
Mstep: Class 8 contains 8997 members 
Mstep: Class 9 contains 66322 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1266 members 
Mstep: Class 12 contains 66809 members 
Mstep: Class 13 contains 34230 members 
Mstep: Class 14 contains 3270 members 
Mstep: Class 15 contains 5630 members 
Mstep: Class 16 contains 17436 members 
Mstep: Class 17 contains 10347 members 
Mstep: Class 18 contains 31234 members 
Mstep: Class 19 contains 64367 members 
Mstep: Class 20 contains 1838 members 
Mstep: Class 21 contains 1301 members 
Mstep: Class 22 contains 8749 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 10201 members 
Mstep: Class 25 contains 6327 members 
Mstep: Class 26 contains 40989 members 
Mstep: Class 27 contains 22445 members 
Mstep: Class 28 contains 5748 members 
Mstep: Class 29 contains 4540 members 
Mstep: Class 30 contains 656 members 
Mstep: Class 31 contains 10433 members 
Mstep: Class 32 contains 468 members 
Mstep: Class 33 contains 1142 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 38 contains 76387 members 
Mstep: Class 39 contains 6887 members 
Mstep: Class 40 contains 270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80980568.000000 Penalty: 77823.304688
Iteration 180F: 40 clusters Score -8.098057e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 6916 members 
Mstep: Class 3 contains 33292 members 
Mstep: Class 4 contains 34707 members 
Mstep: Class 5 contains 21073 members 
Mstep: Class 6 contains 23992 members 
Mstep: Class 7 contains 15595 members 
Mstep: Class 8 contains 8994 members 
Mstep: Class 9 contains 66339 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1267 members 
Mstep: Class 12 contains 66560 members 
Mstep: Class 13 contains 34226 members 
Mstep: Class 14 contains 3271 members 
Mstep: Class 15 contains 5625 members 
Mstep: Class 16 contains 17438 members 
Mstep: Class 17 contains 10351 members 
Mstep: Class 18 contains 31239 members 
Mstep: Class 19 contains 64365 members 
Mstep: Class 20 contains 1838 members 
Mstep: Class 21 contains 1305 members 
Mstep: Class 22 contains 8749 members 
Mstep: Class 23 contains 253 members 
Mstep: Class 24 contains 10201 members 
Mstep: Class 25 contains 6320 members 
Mstep: Class 26 contains 40995 members 
Mstep: Class 27 contains 22445 members 
Mstep: Class 28 contains 5733 members 
Mstep: Class 29 contains 4541 members 
Mstep: Class 30 contains 656 members 
Mstep: Class 31 contains 10436 members 
Mstep: Class 32 contains 467 members 
Mstep: Class 33 contains 1142 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 38 contains 76287 members 
Mstep: Class 39 contains 6886 members 
Mstep: Class 40 contains 270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80980896.000000 Penalty: 77823.304688
Iteration 181Q: 40 clusters Score -8.09809e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 6916 members 
Mstep: Class 3 contains 33213 members 
Mstep: Class 4 contains 34699 members 
Mstep: Class 5 contains 21467 members 
Mstep: Class 6 contains 23991 members 
Mstep: Class 7 contains 15652 members 
Mstep: Class 8 contains 8992 members 
Mstep: Class 9 contains 66353 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1267 members 
Mstep: Class 12 contains 66315 members 
Mstep: Class 13 contains 34223 members 
Mstep: Class 14 contains 3268 members 
Mstep: Class 15 contains 5624 members 
Mstep: Class 16 contains 17437 members 
Mstep: Class 17 contains 10356 members 
Mstep: Class 18 contains 31235 members 
Mstep: Class 19 contains 64364 members 
Mstep: Class 20 contains 1838 members 
Mstep: Class 21 contains 1308 members 
Mstep: Class 22 contains 8749 members 
Mstep: Class 23 contains 254 members 
Mstep: Class 24 contains 10201 members 
Mstep: Class 25 contains 6314 members 
Mstep: Class 26 contains 41003 members 
Mstep: Class 27 contains 22445 members 
Mstep: Class 28 contains 5722 members 
Mstep: Class 29 contains 4542 members 
Mstep: Class 30 contains 656 members 
Mstep: Class 31 contains 10441 members 
Mstep: Class 32 contains 468 members 
Mstep: Class 33 contains 1142 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 38 contains 76164 members 
Mstep: Class 39 contains 6887 members 
Mstep: Class 40 contains 269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80981048.000000 Penalty: 77823.304688
Iteration 182Q: 40 clusters Score -8.098105e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 6916 members 
Mstep: Class 3 contains 33128 members 
Mstep: Class 4 contains 34698 members 
Mstep: Class 5 contains 21874 members 
Mstep: Class 6 contains 23988 members 
Mstep: Class 7 contains 15690 members 
Mstep: Class 8 contains 8990 members 
Mstep: Class 9 contains 66379 members 
Mstep: Class 10 contains 598 members 
Mstep: Class 11 contains 1267 members 
Mstep: Class 12 contains 66053 members 
Mstep: Class 13 contains 34222 members 
Mstep: Class 14 contains 3268 members 
Mstep: Class 15 contains 5625 members 
Mstep: Class 16 contains 17436 members 
Mstep: Class 17 contains 10359 members 
Mstep: Class 18 contains 31228 members 
Mstep: Class 19 contains 64365 members 
Mstep: Class 20 contains 1839 members 
Mstep: Class 21 contains 1310 members 
Mstep: Class 22 contains 8749 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 10199 members 
Mstep: Class 25 contains 6312 members 
Mstep: Class 26 contains 41000 members 
Mstep: Class 27 contains 22446 members 
Mstep: Class 28 contains 5711 members 
Mstep: Class 29 contains 4541 members 
Mstep: Class 30 contains 656 members 
Mstep: Class 31 contains 10447 members 
Mstep: Class 32 contains 468 members 
Mstep: Class 33 contains 1142 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 38 contains 76059 members 
Mstep: Class 39 contains 6887 members 
Mstep: Class 40 contains 269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80981032.000000 Penalty: 77823.304688
Iteration 183Q: 40 clusters Score -8.098103e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 6916 members 
Mstep: Class 3 contains 33058 members 
Mstep: Class 4 contains 34697 members 
Mstep: Class 5 contains 22280 members 
Mstep: Class 6 contains 23988 members 
Mstep: Class 7 contains 15719 members 
Mstep: Class 8 contains 8987 members 
Mstep: Class 9 contains 66394 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1267 members 
Mstep: Class 12 contains 65802 members 
Mstep: Class 13 contains 34220 members 
Mstep: Class 14 contains 3268 members 
Mstep: Class 15 contains 5624 members 
Mstep: Class 16 contains 17433 members 
Mstep: Class 17 contains 10356 members 
Mstep: Class 18 contains 31228 members 
Mstep: Class 19 contains 64359 members 
Mstep: Class 20 contains 1840 members 
Mstep: Class 21 contains 1312 members 
Mstep: Class 22 contains 8749 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 10199 members 
Mstep: Class 25 contains 6309 members 
Mstep: Class 26 contains 41009 members 
Mstep: Class 27 contains 22446 members 
Mstep: Class 28 contains 5695 members 
Mstep: Class 29 contains 4541 members 
Mstep: Class 30 contains 655 members 
Mstep: Class 31 contains 10453 members 
Mstep: Class 32 contains 468 members 
Mstep: Class 33 contains 1142 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 38 contains 75952 members 
Mstep: Class 39 contains 6885 members 
Mstep: Class 40 contains 269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80981112.000000 Penalty: 77823.304688
Iteration 184Q: 40 clusters Score -8.098111e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 6916 members 
Mstep: Class 3 contains 32978 members 
Mstep: Class 4 contains 34697 members 
Mstep: Class 5 contains 22696 members 
Mstep: Class 6 contains 23986 members 
Mstep: Class 7 contains 15749 members 
Mstep: Class 8 contains 8986 members 
Mstep: Class 9 contains 66414 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1266 members 
Mstep: Class 12 contains 65574 members 
Mstep: Class 13 contains 34220 members 
Mstep: Class 14 contains 3268 members 
Mstep: Class 15 contains 5623 members 
Mstep: Class 16 contains 17433 members 
Mstep: Class 17 contains 10359 members 
Mstep: Class 18 contains 31229 members 
Mstep: Class 19 contains 64356 members 
Mstep: Class 20 contains 1840 members 
Mstep: Class 21 contains 1312 members 
Mstep: Class 22 contains 8748 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 10202 members 
Mstep: Class 25 contains 6305 members 
Mstep: Class 26 contains 41016 members 
Mstep: Class 27 contains 22447 members 
Mstep: Class 28 contains 5683 members 
Mstep: Class 29 contains 4540 members 
Mstep: Class 30 contains 655 members 
Mstep: Class 31 contains 10456 members 
Mstep: Class 32 contains 468 members 
Mstep: Class 33 contains 1142 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 38 contains 75803 members 
Mstep: Class 39 contains 6884 members 
Mstep: Class 40 contains 269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80981400.000000 Penalty: 77823.304688
Iteration 185Q: 40 clusters Score -8.09814e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 6916 members 
Mstep: Class 3 contains 32907 members 
Mstep: Class 4 contains 34698 members 
Mstep: Class 5 contains 23134 members 
Mstep: Class 6 contains 23985 members 
Mstep: Class 7 contains 15776 members 
Mstep: Class 8 contains 8983 members 
Mstep: Class 9 contains 66443 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1266 members 
Mstep: Class 12 contains 65337 members 
Mstep: Class 13 contains 34213 members 
Mstep: Class 14 contains 3268 members 
Mstep: Class 15 contains 5622 members 
Mstep: Class 16 contains 17432 members 
Mstep: Class 17 contains 10366 members 
Mstep: Class 18 contains 31230 members 
Mstep: Class 19 contains 64355 members 
Mstep: Class 20 contains 1840 members 
Mstep: Class 21 contains 1313 members 
Mstep: Class 22 contains 8748 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 10202 members 
Mstep: Class 25 contains 6309 members 
Mstep: Class 26 contains 41014 members 
Mstep: Class 27 contains 22448 members 
Mstep: Class 28 contains 5671 members 
Mstep: Class 29 contains 4540 members 
Mstep: Class 30 contains 655 members 
Mstep: Class 31 contains 10457 members 
Mstep: Class 32 contains 468 members 
Mstep: Class 33 contains 1142 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 38 contains 75631 members 
Mstep: Class 39 contains 6882 members 
Mstep: Class 40 contains 269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80981432.000000 Penalty: 77823.304688
Iteration 186Q: 40 clusters Score -8.098143e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 6916 members 
Mstep: Class 3 contains 32822 members 
Mstep: Class 4 contains 34697 members 
Mstep: Class 5 contains 23577 members 
Mstep: Class 6 contains 23985 members 
Mstep: Class 7 contains 15813 members 
Mstep: Class 8 contains 8979 members 
Mstep: Class 9 contains 66453 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1266 members 
Mstep: Class 12 contains 65112 members 
Mstep: Class 13 contains 34208 members 
Mstep: Class 14 contains 3268 members 
Mstep: Class 15 contains 5625 members 
Mstep: Class 16 contains 17428 members 
Mstep: Class 17 contains 10370 members 
Mstep: Class 18 contains 31228 members 
Mstep: Class 19 contains 64355 members 
Mstep: Class 20 contains 1839 members 
Mstep: Class 21 contains 1313 members 
Mstep: Class 22 contains 8747 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 10201 members 
Mstep: Class 25 contains 6311 members 
Mstep: Class 26 contains 41011 members 
Mstep: Class 27 contains 22449 members 
Mstep: Class 28 contains 5664 members 
Mstep: Class 29 contains 4540 members 
Mstep: Class 30 contains 655 members 
Mstep: Class 31 contains 10461 members 
Mstep: Class 32 contains 468 members 
Mstep: Class 33 contains 1142 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 38 contains 75470 members 
Mstep: Class 39 contains 6878 members 
Mstep: Class 40 contains 269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80981448.000000 Penalty: 77823.304688
Iteration 187Q: 40 clusters Score -8.098145e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 6917 members 
Mstep: Class 3 contains 32750 members 
Mstep: Class 4 contains 34692 members 
Mstep: Class 5 contains 24003 members 
Mstep: Class 6 contains 23986 members 
Mstep: Class 7 contains 15841 members 
Mstep: Class 8 contains 8977 members 
Mstep: Class 9 contains 66483 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1266 members 
Mstep: Class 12 contains 64879 members 
Mstep: Class 13 contains 34206 members 
Mstep: Class 14 contains 3268 members 
Mstep: Class 15 contains 5627 members 
Mstep: Class 16 contains 17424 members 
Mstep: Class 17 contains 10376 members 
Mstep: Class 18 contains 31227 members 
Mstep: Class 19 contains 64359 members 
Mstep: Class 20 contains 1839 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 8747 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 10199 members 
Mstep: Class 25 contains 6308 members 
Mstep: Class 26 contains 41010 members 
Mstep: Class 27 contains 22449 members 
Mstep: Class 28 contains 5653 members 
Mstep: Class 29 contains 4542 members 
Mstep: Class 30 contains 655 members 
Mstep: Class 31 contains 10462 members 
Mstep: Class 32 contains 468 members 
Mstep: Class 33 contains 1142 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 38 contains 75313 members 
Mstep: Class 39 contains 6869 members 
Mstep: Class 40 contains 269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80981512.000000 Penalty: 77823.304688
Iteration 188Q: 40 clusters Score -8.098151e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 6917 members 
Mstep: Class 3 contains 32681 members 
Mstep: Class 4 contains 34688 members 
Mstep: Class 5 contains 24403 members 
Mstep: Class 6 contains 23985 members 
Mstep: Class 7 contains 15879 members 
Mstep: Class 8 contains 8976 members 
Mstep: Class 9 contains 66502 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1266 members 
Mstep: Class 12 contains 64681 members 
Mstep: Class 13 contains 34204 members 
Mstep: Class 14 contains 3268 members 
Mstep: Class 15 contains 5628 members 
Mstep: Class 16 contains 17424 members 
Mstep: Class 17 contains 10374 members 
Mstep: Class 18 contains 31223 members 
Mstep: Class 19 contains 64361 members 
Mstep: Class 20 contains 1839 members 
Mstep: Class 21 contains 1315 members 
Mstep: Class 22 contains 8747 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 10197 members 
Mstep: Class 25 contains 6303 members 
Mstep: Class 26 contains 41011 members 
Mstep: Class 27 contains 22449 members 
Mstep: Class 28 contains 5644 members 
Mstep: Class 29 contains 4544 members 
Mstep: Class 30 contains 655 members 
Mstep: Class 31 contains 10463 members 
Mstep: Class 32 contains 468 members 
Mstep: Class 33 contains 1142 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 38 contains 75154 members 
Mstep: Class 39 contains 6860 members 
Mstep: Class 40 contains 269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80981560.000000 Penalty: 77823.304688
Iteration 189Q: 40 clusters Score -8.098156e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 6917 members 
Mstep: Class 3 contains 32619 members 
Mstep: Class 4 contains 34687 members 
Mstep: Class 5 contains 24798 members 
Mstep: Class 6 contains 23984 members 
Mstep: Class 7 contains 15919 members 
Mstep: Class 8 contains 8975 members 
Mstep: Class 9 contains 66534 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1266 members 
Mstep: Class 12 contains 64462 members 
Mstep: Class 13 contains 34205 members 
Mstep: Class 14 contains 3268 members 
Mstep: Class 15 contains 5630 members 
Mstep: Class 16 contains 17425 members 
Mstep: Class 17 contains 10379 members 
Mstep: Class 18 contains 31216 members 
Mstep: Class 19 contains 64362 members 
Mstep: Class 20 contains 1838 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 8747 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 10197 members 
Mstep: Class 25 contains 6288 members 
Mstep: Class 26 contains 41017 members 
Mstep: Class 27 contains 22449 members 
Mstep: Class 28 contains 5631 members 
Mstep: Class 29 contains 4545 members 
Mstep: Class 30 contains 655 members 
Mstep: Class 31 contains 10464 members 
Mstep: Class 32 contains 468 members 
Mstep: Class 33 contains 1142 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 38 contains 74995 members 
Mstep: Class 39 contains 6850 members 
Mstep: Class 40 contains 269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80981536.000000 Penalty: 77823.304688
Iteration 190Q: 40 clusters Score -8.098154e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 6917 members 
Mstep: Class 3 contains 32531 members 
Mstep: Class 4 contains 34687 members 
Mstep: Class 5 contains 25196 members 
Mstep: Class 6 contains 23983 members 
Mstep: Class 7 contains 15957 members 
Mstep: Class 8 contains 8975 members 
Mstep: Class 9 contains 66557 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1266 members 
Mstep: Class 12 contains 64254 members 
Mstep: Class 13 contains 34206 members 
Mstep: Class 14 contains 3268 members 
Mstep: Class 15 contains 5630 members 
Mstep: Class 16 contains 17428 members 
Mstep: Class 17 contains 10386 members 
Mstep: Class 18 contains 31213 members 
Mstep: Class 19 contains 64365 members 
Mstep: Class 20 contains 1838 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 8748 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 10197 members 
Mstep: Class 25 contains 6283 members 
Mstep: Class 26 contains 41020 members 
Mstep: Class 27 contains 22449 members 
Mstep: Class 28 contains 5624 members 
Mstep: Class 29 contains 4545 members 
Mstep: Class 30 contains 655 members 
Mstep: Class 31 contains 10465 members 
Mstep: Class 32 contains 468 members 
Mstep: Class 33 contains 1142 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 38 contains 74829 members 
Mstep: Class 39 contains 6850 members 
Mstep: Class 40 contains 269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80981888.000000 Penalty: 77823.304688
Iteration 191Q: 40 clusters Score -8.098189e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 6917 members 
Mstep: Class 3 contains 32440 members 
Mstep: Class 4 contains 34685 members 
Mstep: Class 5 contains 25611 members 
Mstep: Class 6 contains 23981 members 
Mstep: Class 7 contains 16005 members 
Mstep: Class 8 contains 8973 members 
Mstep: Class 9 contains 66576 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1266 members 
Mstep: Class 12 contains 64025 members 
Mstep: Class 13 contains 34207 members 
Mstep: Class 14 contains 3269 members 
Mstep: Class 15 contains 5632 members 
Mstep: Class 16 contains 17431 members 
Mstep: Class 17 contains 10392 members 
Mstep: Class 18 contains 31216 members 
Mstep: Class 19 contains 64364 members 
Mstep: Class 20 contains 1837 members 
Mstep: Class 21 contains 1320 members 
Mstep: Class 22 contains 8749 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 10196 members 
Mstep: Class 25 contains 6275 members 
Mstep: Class 26 contains 41031 members 
Mstep: Class 27 contains 22449 members 
Mstep: Class 28 contains 5618 members 
Mstep: Class 29 contains 4545 members 
Mstep: Class 30 contains 655 members 
Mstep: Class 31 contains 10467 members 
Mstep: Class 32 contains 468 members 
Mstep: Class 33 contains 1142 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 38 contains 74666 members 
Mstep: Class 39 contains 6843 members 
Mstep: Class 40 contains 269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80981960.000000 Penalty: 77823.304688
Iteration 192Q: 40 clusters Score -8.098196e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 6918 members 
Mstep: Class 3 contains 32361 members 
Mstep: Class 4 contains 34684 members 
Mstep: Class 5 contains 26066 members 
Mstep: Class 6 contains 23980 members 
Mstep: Class 7 contains 16051 members 
Mstep: Class 8 contains 8971 members 
Mstep: Class 9 contains 66573 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1266 members 
Mstep: Class 12 contains 63771 members 
Mstep: Class 13 contains 34205 members 
Mstep: Class 14 contains 3269 members 
Mstep: Class 15 contains 5636 members 
Mstep: Class 16 contains 17432 members 
Mstep: Class 17 contains 10392 members 
Mstep: Class 18 contains 31215 members 
Mstep: Class 19 contains 64365 members 
Mstep: Class 20 contains 1837 members 
Mstep: Class 21 contains 1320 members 
Mstep: Class 22 contains 8749 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 10193 members 
Mstep: Class 25 contains 6272 members 
Mstep: Class 26 contains 41035 members 
Mstep: Class 27 contains 22449 members 
Mstep: Class 28 contains 5610 members 
Mstep: Class 29 contains 4545 members 
Mstep: Class 30 contains 655 members 
Mstep: Class 31 contains 10469 members 
Mstep: Class 32 contains 468 members 
Mstep: Class 33 contains 1142 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 38 contains 74509 members 
Mstep: Class 39 contains 6843 members 
Mstep: Class 40 contains 269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80981952.000000 Penalty: 77823.304688
Iteration 193Q: 40 clusters Score -8.098195e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 6918 members 
Mstep: Class 3 contains 32302 members 
Mstep: Class 4 contains 34681 members 
Mstep: Class 5 contains 26507 members 
Mstep: Class 6 contains 23980 members 
Mstep: Class 7 contains 16082 members 
Mstep: Class 8 contains 8969 members 
Mstep: Class 9 contains 66588 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1266 members 
Mstep: Class 12 contains 63499 members 
Mstep: Class 13 contains 34201 members 
Mstep: Class 14 contains 3269 members 
Mstep: Class 15 contains 5636 members 
Mstep: Class 16 contains 17431 members 
Mstep: Class 17 contains 10389 members 
Mstep: Class 18 contains 31221 members 
Mstep: Class 19 contains 64368 members 
Mstep: Class 20 contains 1836 members 
Mstep: Class 21 contains 1321 members 
Mstep: Class 22 contains 8749 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 10192 members 
Mstep: Class 25 contains 6275 members 
Mstep: Class 26 contains 41040 members 
Mstep: Class 27 contains 22449 members 
Mstep: Class 28 contains 5597 members 
Mstep: Class 29 contains 4545 members 
Mstep: Class 30 contains 655 members 
Mstep: Class 31 contains 10471 members 
Mstep: Class 32 contains 468 members 
Mstep: Class 33 contains 1142 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 38 contains 74361 members 
Mstep: Class 39 contains 6842 members 
Mstep: Class 40 contains 269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80982056.000000 Penalty: 77823.304688
Iteration 194Q: 40 clusters Score -8.098206e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 6918 members 
Mstep: Class 3 contains 32242 members 
Mstep: Class 4 contains 34681 members 
Mstep: Class 5 contains 26959 members 
Mstep: Class 6 contains 23979 members 
Mstep: Class 7 contains 16123 members 
Mstep: Class 8 contains 8968 members 
Mstep: Class 9 contains 66618 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1266 members 
Mstep: Class 12 contains 63202 members 
Mstep: Class 13 contains 34197 members 
Mstep: Class 14 contains 3269 members 
Mstep: Class 15 contains 5642 members 
Mstep: Class 16 contains 17432 members 
Mstep: Class 17 contains 10392 members 
Mstep: Class 18 contains 31220 members 
Mstep: Class 19 contains 64369 members 
Mstep: Class 20 contains 1836 members 
Mstep: Class 21 contains 1322 members 
Mstep: Class 22 contains 8751 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 10191 members 
Mstep: Class 25 contains 6271 members 
Mstep: Class 26 contains 41030 members 
Mstep: Class 27 contains 22449 members 
Mstep: Class 28 contains 5583 members 
Mstep: Class 29 contains 4546 members 
Mstep: Class 30 contains 655 members 
Mstep: Class 31 contains 10472 members 
Mstep: Class 32 contains 468 members 
Mstep: Class 33 contains 1142 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 38 contains 74215 members 
Mstep: Class 39 contains 6841 members 
Mstep: Class 40 contains 269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80982128.000000 Penalty: 77823.304688
Iteration 195Q: 40 clusters Score -8.098213e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 6918 members 
Mstep: Class 3 contains 32167 members 
Mstep: Class 4 contains 34681 members 
Mstep: Class 5 contains 27431 members 
Mstep: Class 6 contains 23976 members 
Mstep: Class 7 contains 16159 members 
Mstep: Class 8 contains 8966 members 
Mstep: Class 9 contains 66650 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1266 members 
Mstep: Class 12 contains 62894 members 
Mstep: Class 13 contains 34194 members 
Mstep: Class 14 contains 3267 members 
Mstep: Class 15 contains 5642 members 
Mstep: Class 16 contains 17426 members 
Mstep: Class 17 contains 10395 members 
Mstep: Class 18 contains 31219 members 
Mstep: Class 19 contains 64371 members 
Mstep: Class 20 contains 1836 members 
Mstep: Class 21 contains 1322 members 
Mstep: Class 22 contains 8753 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 10190 members 
Mstep: Class 25 contains 6271 members 
Mstep: Class 26 contains 41027 members 
Mstep: Class 27 contains 22449 members 
Mstep: Class 28 contains 5577 members 
Mstep: Class 29 contains 4546 members 
Mstep: Class 30 contains 655 members 
Mstep: Class 31 contains 10473 members 
Mstep: Class 32 contains 468 members 
Mstep: Class 33 contains 1142 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 38 contains 74071 members 
Mstep: Class 39 contains 6847 members 
Mstep: Class 40 contains 269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80982104.000000 Penalty: 77823.304688
Iteration 196Q: 40 clusters Score -8.09821e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 6918 members 
Mstep: Class 3 contains 32095 members 
Mstep: Class 4 contains 34680 members 
Mstep: Class 5 contains 27882 members 
Mstep: Class 6 contains 23976 members 
Mstep: Class 7 contains 16208 members 
Mstep: Class 8 contains 8964 members 
Mstep: Class 9 contains 66665 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1266 members 
Mstep: Class 12 contains 62598 members 
Mstep: Class 13 contains 34192 members 
Mstep: Class 14 contains 3267 members 
Mstep: Class 15 contains 5642 members 
Mstep: Class 16 contains 17424 members 
Mstep: Class 17 contains 10396 members 
Mstep: Class 18 contains 31224 members 
Mstep: Class 19 contains 64371 members 
Mstep: Class 20 contains 1835 members 
Mstep: Class 21 contains 1321 members 
Mstep: Class 22 contains 8753 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 10190 members 
Mstep: Class 25 contains 6269 members 
Mstep: Class 26 contains 41028 members 
Mstep: Class 27 contains 22449 members 
Mstep: Class 28 contains 5574 members 
Mstep: Class 29 contains 4547 members 
Mstep: Class 30 contains 655 members 
Mstep: Class 31 contains 10473 members 
Mstep: Class 32 contains 468 members 
Mstep: Class 33 contains 1142 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 38 contains 73928 members 
Mstep: Class 39 contains 6849 members 
Mstep: Class 40 contains 269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80982256.000000 Penalty: 77823.304688
Iteration 197Q: 40 clusters Score -8.098226e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 6918 members 
Mstep: Class 3 contains 32033 members 
Mstep: Class 4 contains 34680 members 
Mstep: Class 5 contains 28387 members 
Mstep: Class 6 contains 23976 members 
Mstep: Class 7 contains 16245 members 
Mstep: Class 8 contains 8962 members 
Mstep: Class 9 contains 66679 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1266 members 
Mstep: Class 12 contains 62251 members 
Mstep: Class 13 contains 34195 members 
Mstep: Class 14 contains 3268 members 
Mstep: Class 15 contains 5642 members 
Mstep: Class 16 contains 17424 members 
Mstep: Class 17 contains 10398 members 
Mstep: Class 18 contains 31220 members 
Mstep: Class 19 contains 64370 members 
Mstep: Class 20 contains 1835 members 
Mstep: Class 21 contains 1321 members 
Mstep: Class 22 contains 8753 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 10189 members 
Mstep: Class 25 contains 6265 members 
Mstep: Class 26 contains 41021 members 
Mstep: Class 27 contains 22449 members 
Mstep: Class 28 contains 5569 members 
Mstep: Class 29 contains 4547 members 
Mstep: Class 30 contains 655 members 
Mstep: Class 31 contains 10472 members 
Mstep: Class 32 contains 468 members 
Mstep: Class 33 contains 1142 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 38 contains 73797 members 
Mstep: Class 39 contains 6851 members 
Mstep: Class 40 contains 269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80982200.000000 Penalty: 77823.304688
Iteration 198Q: 40 clusters Score -8.09822e+07 nChanged 767
Entering ConstructFrom: 
Score: -80982200.000000 Penalty: 77823.304688
Entering ConstructFrom: 
Trying to split cluster 1 (21675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Entering Unmasked Estep 
Score: -2754880.750000 Penalty: 1485.606445
	Iteration 0F: 2 clusters Score -2754881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -2740783.750000 Penalty: 2971.212891
	Iteration 0F: 3 clusters Score -2740784 nChanged 9573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -2745757.000000 Penalty: 2971.212891
	Iteration 1F: 3 clusters Score -2745757 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -2746101.500000 Penalty: 2971.212891
	Iteration 2Q: 3 clusters Score -2746102 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -2746387.250000 Penalty: 2971.212891
	Iteration 3Q: 3 clusters Score -2746387 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -2746677.250000 Penalty: 2971.212891
	Iteration 4Q: 3 clusters Score -2746677 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -2746961.750000 Penalty: 2971.212891
	Iteration 5Q: 3 clusters Score -2746962 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -2747247.750000 Penalty: 2971.212891
	Iteration 6Q: 3 clusters Score -2747248 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -2747583.000000 Penalty: 2971.212891
	Iteration 7Q: 3 clusters Score -2747583 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -2747954.000000 Penalty: 2971.212891
	Iteration 8Q: 3 clusters Score -2747954 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -2748382.500000 Penalty: 2971.212891
	Iteration 9Q: 3 clusters Score -2748382 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -2748801.000000 Penalty: 2971.212891
	Iteration 10Q: 3 clusters Score -2748801 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -2749276.250000 Penalty: 2971.212891
	Iteration 11Q: 3 clusters Score -2749276 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -2749800.000000 Penalty: 2971.212891
	Iteration 12Q: 3 clusters Score -2749800 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -2750370.000000 Penalty: 2971.212891
	Iteration 13Q: 3 clusters Score -2750370 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -2750958.250000 Penalty: 2971.212891
	Iteration 14Q: 3 clusters Score -2750958 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -2751567.000000 Penalty: 2971.212891
	Iteration 15Q: 3 clusters Score -2751567 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -2752122.250000 Penalty: 2971.212891
	Iteration 16Q: 3 clusters Score -2752122 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -2752561.250000 Penalty: 2971.212891
	Iteration 17Q: 3 clusters Score -2752561 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -2752939.000000 Penalty: 2971.212891
	Iteration 18Q: 3 clusters Score -2752939 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -2753194.000000 Penalty: 2971.212891
	Iteration 19Q: 3 clusters Score -2753194 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2753357.250000 Penalty: 2971.212891
	Iteration 20F: 3 clusters Score -2753357 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2753464.000000 Penalty: 2971.212891
	Iteration 21Q: 3 clusters Score -2753464 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2753553.250000 Penalty: 2971.212891
	Iteration 22Q: 3 clusters Score -2753553 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2753601.000000 Penalty: 2971.212891
	Iteration 23Q: 3 clusters Score -2753601 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20622 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2753627.250000 Penalty: 2971.212891
	Iteration 24Q: 3 clusters Score -2753627 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2753657.000000 Penalty: 2971.212891
	Iteration 25Q: 3 clusters Score -2753657 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2753689.500000 Penalty: 2971.212891
	Iteration 26Q: 3 clusters Score -2753690 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2753704.750000 Penalty: 2971.212891
	Iteration 27Q: 3 clusters Score -2753705 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20786 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2753719.000000 Penalty: 2971.212891
	Iteration 28Q: 3 clusters Score -2753719 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2753733.500000 Penalty: 2971.212891
	Iteration 29Q: 3 clusters Score -2753734 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2753747.000000 Penalty: 2971.212891
	Iteration 30Q: 3 clusters Score -2753747 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20848 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2753750.500000 Penalty: 2971.212891
	Iteration 31Q: 3 clusters Score -2753750 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20864 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2753759.750000 Penalty: 2971.212891
	Iteration 32Q: 3 clusters Score -2753760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2753766.250000 Penalty: 2971.212891
	Iteration 33Q: 3 clusters Score -2753766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2753769.250000 Penalty: 2971.212891
	Iteration 34Q: 3 clusters Score -2753769 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20886 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2753773.500000 Penalty: 2971.212891
	Iteration 35Q: 3 clusters Score -2753774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2753775.500000 Penalty: 2971.212891
	Iteration 36Q: 3 clusters Score -2753776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20896 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2753779.750000 Penalty: 2971.212891
	Iteration 37Q: 3 clusters Score -2753780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2753786.250000 Penalty: 2971.212891
	Iteration 38Q: 3 clusters Score -2753786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2753794.000000 Penalty: 2971.212891
	Iteration 39Q: 3 clusters Score -2753794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2753796.500000 Penalty: 2971.212891
	Iteration 40F: 3 clusters Score -2753796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2753800.750000 Penalty: 2971.212891
	Iteration 41Q: 3 clusters Score -2753801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2753801.750000 Penalty: 2971.212891
	Iteration 42Q: 3 clusters Score -2753802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20919 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2753798.000000 Penalty: 2971.212891
	Iteration 43Q: 3 clusters Score -2753798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20921 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2753797.500000 Penalty: 2971.212891
	Iteration 44Q: 3 clusters Score -2753798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2753798.250000 Penalty: 2971.212891
	Iteration 45Q: 3 clusters Score -2753798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2753798.250000 Penalty: 2971.212891
	Iteration 46F: 3 clusters Score -2753798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Entering Unmasked Estep 
Score: -878731.750000 Penalty: 1315.671997
	Iteration 0F: 2 clusters Score -878731.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -873847.250000 Penalty: 2631.343994
	Iteration 0F: 3 clusters Score -873847.2 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -875399.500000 Penalty: 2631.343994
	Iteration 1F: 3 clusters Score -875399.5 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -875678.375000 Penalty: 2631.343994
	Iteration 2F: 3 clusters Score -875678.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -875861.250000 Penalty: 2631.343994
	Iteration 3F: 3 clusters Score -875861.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -875981.000000 Penalty: 2631.343994
	Iteration 4Q: 3 clusters Score -875981 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -876069.625000 Penalty: 2631.343994
	Iteration 5Q: 3 clusters Score -876069.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -876150.062500 Penalty: 2631.343994
	Iteration 6Q: 3 clusters Score -876150.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -876222.562500 Penalty: 2631.343994
	Iteration 7Q: 3 clusters Score -876222.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -876271.750000 Penalty: 2631.343994
	Iteration 8Q: 3 clusters Score -876271.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -876319.437500 Penalty: 2631.343994
	Iteration 9Q: 3 clusters Score -876319.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -876374.375000 Penalty: 2631.343994
	Iteration 10Q: 3 clusters Score -876374.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -876430.312500 Penalty: 2631.343994
	Iteration 11Q: 3 clusters Score -876430.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -876483.562500 Penalty: 2631.343994
	Iteration 12Q: 3 clusters Score -876483.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -876534.250000 Penalty: 2631.343994
	Iteration 13Q: 3 clusters Score -876534.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -876584.812500 Penalty: 2631.343994
	Iteration 14Q: 3 clusters Score -876584.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -876636.437500 Penalty: 2631.343994
	Iteration 15Q: 3 clusters Score -876636.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -876694.312500 Penalty: 2631.343994
	Iteration 16Q: 3 clusters Score -876694.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -876757.625000 Penalty: 2631.343994
	Iteration 17Q: 3 clusters Score -876757.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -876814.062500 Penalty: 2631.343994
	Iteration 18Q: 3 clusters Score -876814.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -876875.312500 Penalty: 2631.343994
	Iteration 19Q: 3 clusters Score -876875.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -876917.250000 Penalty: 2631.343994
	Iteration 20F: 3 clusters Score -876917.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -876965.500000 Penalty: 2631.343994
	Iteration 21Q: 3 clusters Score -876965.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -877017.250000 Penalty: 2631.343994
	Iteration 22Q: 3 clusters Score -877017.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -877059.500000 Penalty: 2631.343994
	Iteration 23Q: 3 clusters Score -877059.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -877102.687500 Penalty: 2631.343994
	Iteration 24Q: 3 clusters Score -877102.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -877144.875000 Penalty: 2631.343994
	Iteration 25Q: 3 clusters Score -877144.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -877189.000000 Penalty: 2631.343994
	Iteration 26Q: 3 clusters Score -877189 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -877229.750000 Penalty: 2631.343994
	Iteration 27Q: 3 clusters Score -877229.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -877259.125000 Penalty: 2631.343994
	Iteration 28Q: 3 clusters Score -877259.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -877293.562500 Penalty: 2631.343994
	Iteration 29Q: 3 clusters Score -877293.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -877329.562500 Penalty: 2631.343994
	Iteration 30Q: 3 clusters Score -877329.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -877369.187500 Penalty: 2631.343994
	Iteration 31Q: 3 clusters Score -877369.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -877414.437500 Penalty: 2631.343994
	Iteration 32Q: 3 clusters Score -877414.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -877458.187500 Penalty: 2631.343994
	Iteration 33Q: 3 clusters Score -877458.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -877488.812500 Penalty: 2631.343994
	Iteration 34Q: 3 clusters Score -877488.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -877516.187500 Penalty: 2631.343994
	Iteration 35Q: 3 clusters Score -877516.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -877537.062500 Penalty: 2631.343994
	Iteration 36Q: 3 clusters Score -877537.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -877559.312500 Penalty: 2631.343994
	Iteration 37Q: 3 clusters Score -877559.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -877578.562500 Penalty: 2631.343994
	Iteration 38Q: 3 clusters Score -877578.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -877599.812500 Penalty: 2631.343994
	Iteration 39Q: 3 clusters Score -877599.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -877622.562500 Penalty: 2631.343994
	Iteration 40F: 3 clusters Score -877622.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -877632.937500 Penalty: 2631.343994
	Iteration 41Q: 3 clusters Score -877632.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -877641.437500 Penalty: 2631.343994
	Iteration 42Q: 3 clusters Score -877641.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -877650.125000 Penalty: 2631.343994
	Iteration 43Q: 3 clusters Score -877650.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -877653.937500 Penalty: 2631.343994
	Iteration 44Q: 3 clusters Score -877653.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -877656.000000 Penalty: 2631.343994
	Iteration 45Q: 3 clusters Score -877656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -877656.187500 Penalty: 2631.343994
	Iteration 46Q: 3 clusters Score -877656.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -877657.812500 Penalty: 2631.343994
	Iteration 47Q: 3 clusters Score -877657.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -877657.875000 Penalty: 2631.343994
	Iteration 48Q: 3 clusters Score -877657.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -877660.625000 Penalty: 2631.343994
	Iteration 49Q: 3 clusters Score -877660.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -877661.625000 Penalty: 2631.343994
	Iteration 50Q: 3 clusters Score -877661.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -877662.250000 Penalty: 2631.343994
	Iteration 51Q: 3 clusters Score -877662.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -877662.250000 Penalty: 2631.343994
	Iteration 52F: 3 clusters Score -877662.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (31988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31988 members 
Entering Unmasked Estep 
Score: -3921777.000000 Penalty: 1543.519775
	Iteration 0F: 2 clusters Score -3921777 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -3900981.500000 Penalty: 3087.039551
	Iteration 0F: 3 clusters Score -3900982 nChanged 14463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -3908855.000000 Penalty: 3087.039551
	Iteration 1F: 3 clusters Score -3908855 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -3909232.000000 Penalty: 3087.039551
	Iteration 2Q: 3 clusters Score -3909232 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -3909572.500000 Penalty: 3087.039551
	Iteration 3Q: 3 clusters Score -3909572 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -3909885.250000 Penalty: 3087.039551
	Iteration 4Q: 3 clusters Score -3909885 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -3910203.000000 Penalty: 3087.039551
	Iteration 5Q: 3 clusters Score -3910203 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -3910560.500000 Penalty: 3087.039551
	Iteration 6Q: 3 clusters Score -3910560 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -3910967.250000 Penalty: 3087.039551
	Iteration 7Q: 3 clusters Score -3910967 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -3911450.500000 Penalty: 3087.039551
	Iteration 8Q: 3 clusters Score -3911450 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -3912056.000000 Penalty: 3087.039551
	Iteration 9Q: 3 clusters Score -3912056 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -3912820.250000 Penalty: 3087.039551
	Iteration 10Q: 3 clusters Score -3912820 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -3913675.250000 Penalty: 3087.039551
	Iteration 11Q: 3 clusters Score -3913675 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 20096 members 
Entering Unmasked Estep 
Score: -3914730.000000 Penalty: 3087.039551
	Iteration 12F: 3 clusters Score -3914730 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
Score: -3915754.250000 Penalty: 3087.039551
	Iteration 13Q: 3 clusters Score -3915754 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 21302 members 
Entering Unmasked Estep 
Score: -3916409.250000 Penalty: 3087.039551
	Iteration 14Q: 3 clusters Score -3916409 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 21767 members 
Entering Unmasked Estep 
Score: -3916769.500000 Penalty: 3087.039551
	Iteration 15Q: 3 clusters Score -3916770 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
Score: -3916996.500000 Penalty: 3087.039551
	Iteration 16Q: 3 clusters Score -3916996 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 22618 members 
Entering Unmasked Estep 
Score: -3917173.250000 Penalty: 3087.039551
	Iteration 17Q: 3 clusters Score -3917173 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 23029 members 
Entering Unmasked Estep 
Score: -3917347.000000 Penalty: 3087.039551
	Iteration 18Q: 3 clusters Score -3917347 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 23455 members 
Entering Unmasked Estep 
Score: -3917513.000000 Penalty: 3087.039551
	Iteration 19Q: 3 clusters Score -3917513 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 23919 members 
Entering Unmasked Estep 
Score: -3917728.250000 Penalty: 3087.039551
	Iteration 20F: 3 clusters Score -3917728 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 24373 members 
Entering Unmasked Estep 
Score: -3917908.250000 Penalty: 3087.039551
	Iteration 21Q: 3 clusters Score -3917908 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 24845 members 
Entering Unmasked Estep 
Score: -3918128.000000 Penalty: 3087.039551
	Iteration 22Q: 3 clusters Score -3918128 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 25286 members 
Entering Unmasked Estep 
Score: -3918362.000000 Penalty: 3087.039551
	Iteration 23Q: 3 clusters Score -3918362 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 25724 members 
Entering Unmasked Estep 
Score: -3918606.250000 Penalty: 3087.039551
	Iteration 24Q: 3 clusters Score -3918606 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 26159 members 
Entering Unmasked Estep 
Score: -3918856.250000 Penalty: 3087.039551
	Iteration 25Q: 3 clusters Score -3918856 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 26568 members 
Entering Unmasked Estep 
Score: -3919105.000000 Penalty: 3087.039551
	Iteration 26Q: 3 clusters Score -3919105 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 26918 members 
Entering Unmasked Estep 
Score: -3919282.000000 Penalty: 3087.039551
	Iteration 27Q: 3 clusters Score -3919282 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 27229 members 
Entering Unmasked Estep 
Score: -3919433.250000 Penalty: 3087.039551
	Iteration 28Q: 3 clusters Score -3919433 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 27475 members 
Entering Unmasked Estep 
Score: -3919542.750000 Penalty: 3087.039551
	Iteration 29Q: 3 clusters Score -3919543 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 27685 members 
Entering Unmasked Estep 
Score: -3919619.000000 Penalty: 3087.039551
	Iteration 30Q: 3 clusters Score -3919619 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 27885 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -3919689 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 28086 members 
Entering Unmasked Estep 
Score: -3919758.500000 Penalty: 3087.039551
	Iteration 32Q: 3 clusters Score -3919758 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 28284 members 
Entering Unmasked Estep 
Score: -3919836.000000 Penalty: 3087.039551
	Iteration 33Q: 3 clusters Score -3919836 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 28477 members 
Entering Unmasked Estep 
Score: -3919881.500000 Penalty: 3087.039551
	Iteration 34Q: 3 clusters Score -3919882 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 28648 members 
Entering Unmasked Estep 
Score: -3919951.500000 Penalty: 3087.039551
	Iteration 35Q: 3 clusters Score -3919952 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 28808 members 
Entering Unmasked Estep 
Score: -3920017.750000 Penalty: 3087.039551
	Iteration 36Q: 3 clusters Score -3920018 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 28965 members 
Entering Unmasked Estep 
Score: -3920082.500000 Penalty: 3087.039551
	Iteration 37Q: 3 clusters Score -3920082 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 29115 members 
Entering Unmasked Estep 
Score: -3920130.000000 Penalty: 3087.039551
	Iteration 38Q: 3 clusters Score -3920130 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 29250 members 
Entering Unmasked Estep 
Score: -3920187.250000 Penalty: 3087.039551
	Iteration 39Q: 3 clusters Score -3920187 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 29372 members 
Entering Unmasked Estep 
Score: -3920223.250000 Penalty: 3087.039551
	Iteration 40F: 3 clusters Score -3920223 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 29500 members 
Entering Unmasked Estep 
Score: -3920262.500000 Penalty: 3087.039551
	Iteration 41Q: 3 clusters Score -3920262 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 29604 members 
Entering Unmasked Estep 
Score: -3920310.250000 Penalty: 3087.039551
	Iteration 42Q: 3 clusters Score -3920310 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 29706 members 
Entering Unmasked Estep 
Score: -3920350.500000 Penalty: 3087.039551
	Iteration 43Q: 3 clusters Score -3920350 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 29792 members 
Entering Unmasked Estep 
Score: -3920380.000000 Penalty: 3087.039551
	Iteration 44Q: 3 clusters Score -3920380 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 29872 members 
Entering Unmasked Estep 
Score: -3920426.750000 Penalty: 3087.039551
	Iteration 45Q: 3 clusters Score -3920427 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 29951 members 
Entering Unmasked Estep 
Score: -3920464.000000 Penalty: 3087.039551
	Iteration 46Q: 3 clusters Score -3920464 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 30026 members 
Entering Unmasked Estep 
Score: -3920484.000000 Penalty: 3087.039551
	Iteration 47Q: 3 clusters Score -3920484 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 30089 members 
Entering Unmasked Estep 
Score: -3920517.750000 Penalty: 3087.039551
	Iteration 48Q: 3 clusters Score -3920518 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 30147 members 
Entering Unmasked Estep 
Score: -3920532.500000 Penalty: 3087.039551
	Iteration 49Q: 3 clusters Score -3920532 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 30195 members 
Entering Unmasked Estep 
Score: -3920554.000000 Penalty: 3087.039551
	Iteration 50Q: 3 clusters Score -3920554 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 30242 members 
Entering Unmasked Estep 
Score: -3920564.500000 Penalty: 3087.039551
	Iteration 51Q: 3 clusters Score -3920564 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 30277 members 
Entering Unmasked Estep 
Score: -3920583.250000 Penalty: 3087.039551
	Iteration 52Q: 3 clusters Score -3920583 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 30309 members 
Entering Unmasked Estep 
Score: -3920595.500000 Penalty: 3087.039551
	Iteration 53Q: 3 clusters Score -3920596 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 30341 members 
Entering Unmasked Estep 
Score: -3920602.000000 Penalty: 3087.039551
	Iteration 54Q: 3 clusters Score -3920602 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 30366 members 
Entering Unmasked Estep 
Score: -3920612.750000 Penalty: 3087.039551
	Iteration 55Q: 3 clusters Score -3920613 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 30382 members 
Entering Unmasked Estep 
Score: -3920621.000000 Penalty: 3087.039551
	Iteration 56Q: 3 clusters Score -3920621 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 30395 members 
Entering Unmasked Estep 
Score: -3920621.250000 Penalty: 3087.039551
	Iteration 57Q: 3 clusters Score -3920621 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 30410 members 
Entering Unmasked Estep 
Score: -3920622.000000 Penalty: 3087.039551
	Iteration 58Q: 3 clusters Score -3920622 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 30429 members 
Entering Unmasked Estep 
Score: -3920633.500000 Penalty: 3087.039551
	Iteration 59Q: 3 clusters Score -3920634 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 30442 members 
Entering Unmasked Estep 
Score: -3920644.250000 Penalty: 3087.039551
	Iteration 60F: 3 clusters Score -3920644 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 30460 members 
Entering Unmasked Estep 
Score: -3920647.250000 Penalty: 3087.039551
	Iteration 61Q: 3 clusters Score -3920647 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 30472 members 
Entering Unmasked Estep 
Score: -3920659.000000 Penalty: 3087.039551
	Iteration 62Q: 3 clusters Score -3920659 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 30481 members 
Entering Unmasked Estep 
Score: -3920663.500000 Penalty: 3087.039551
	Iteration 63Q: 3 clusters Score -3920664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 30489 members 
Entering Unmasked Estep 
Score: -3920667.750000 Penalty: 3087.039551
	Iteration 64Q: 3 clusters Score -3920668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 30499 members 
Entering Unmasked Estep 
Score: -3920664.250000 Penalty: 3087.039551
	Iteration 65Q: 3 clusters Score -3920664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 30505 members 
Entering Unmasked Estep 
Score: -3920663.500000 Penalty: 3087.039551
	Iteration 66Q: 3 clusters Score -3920664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 30510 members 
Entering Unmasked Estep 
Score: -3920664.000000 Penalty: 3087.039551
	Iteration 67Q: 3 clusters Score -3920664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 30515 members 
Entering Unmasked Estep 
Score: -3920664.750000 Penalty: 3087.039551
	Iteration 68Q: 3 clusters Score -3920665 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 30522 members 
Entering Unmasked Estep 
Score: -3920671.750000 Penalty: 3087.039551
	Iteration 69Q: 3 clusters Score -3920672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 30529 members 
Entering Unmasked Estep 
Score: -3920673.750000 Penalty: 3087.039551
	Iteration 70Q: 3 clusters Score -3920674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 30530 members 
Entering Unmasked Estep 
Score: -3920671.500000 Penalty: 3087.039551
	Iteration 71Q: 3 clusters Score -3920672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 30535 members 
Entering Unmasked Estep 
Score: -3920675.750000 Penalty: 3087.039551
	Iteration 72Q: 3 clusters Score -3920676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 30544 members 
Entering Unmasked Estep 
Score: -3920680.750000 Penalty: 3087.039551
	Iteration 73Q: 3 clusters Score -3920681 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 30558 members 
Entering Unmasked Estep 
Score: -3920695.000000 Penalty: 3087.039551
	Iteration 74Q: 3 clusters Score -3920695 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 30568 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3920695 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 30579 members 
Entering Unmasked Estep 
Score: -3920703.500000 Penalty: 3087.039551
	Iteration 76Q: 3 clusters Score -3920704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 30588 members 
Entering Unmasked Estep 
Score: -3920701.500000 Penalty: 3087.039551
	Iteration 77Q: 3 clusters Score -3920702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 30600 members 
Entering Unmasked Estep 
Score: -3920705.750000 Penalty: 3087.039551
	Iteration 78Q: 3 clusters Score -3920706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 30609 members 
Entering Unmasked Estep 
Score: -3920712.250000 Penalty: 3087.039551
	Iteration 79Q: 3 clusters Score -3920712 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 30615 members 
Entering Unmasked Estep 
Score: -3920718.750000 Penalty: 3087.039551
	Iteration 80F: 3 clusters Score -3920719 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 30618 members 
Entering Unmasked Estep 
Score: -3920722.750000 Penalty: 3087.039551
	Iteration 81Q: 3 clusters Score -3920723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 30624 members 
Entering Unmasked Estep 
Score: -3920718.500000 Penalty: 3087.039551
	Iteration 82Q: 3 clusters Score -3920718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 30633 members 
Entering Unmasked Estep 
Score: -3920721.500000 Penalty: 3087.039551
	Iteration 83Q: 3 clusters Score -3920722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 30642 members 
Entering Unmasked Estep 
Score: -3920726.750000 Penalty: 3087.039551
	Iteration 84Q: 3 clusters Score -3920727 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 30650 members 
Entering Unmasked Estep 
Score: -3920732.000000 Penalty: 3087.039551
	Iteration 85Q: 3 clusters Score -3920732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 30659 members 
Entering Unmasked Estep 
Score: -3920740.750000 Penalty: 3087.039551
	Iteration 86Q: 3 clusters Score -3920741 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 30673 members 
Entering Unmasked Estep 
Score: -3920742.750000 Penalty: 3087.039551
	Iteration 87Q: 3 clusters Score -3920743 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 30682 members 
Entering Unmasked Estep 
Score: -3920746.500000 Penalty: 3087.039551
	Iteration 88Q: 3 clusters Score -3920746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 30690 members 
Entering Unmasked Estep 
Score: -3920749.250000 Penalty: 3087.039551
	Iteration 89Q: 3 clusters Score -3920749 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 30701 members 
Entering Unmasked Estep 
Score: -3920753.500000 Penalty: 3087.039551
	Iteration 90Q: 3 clusters Score -3920754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 30711 members 
Entering Unmasked Estep 
Score: -3920757.750000 Penalty: 3087.039551
	Iteration 91Q: 3 clusters Score -3920758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 30718 members 
Entering Unmasked Estep 
Score: -3920756.750000 Penalty: 3087.039551
	Iteration 92Q: 3 clusters Score -3920757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 30721 members 
Entering Unmasked Estep 
Score: -3920759.750000 Penalty: 3087.039551
	Iteration 93Q: 3 clusters Score -3920760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 30725 members 
Entering Unmasked Estep 
Score: -3920756.250000 Penalty: 3087.039551
	Iteration 94Q: 3 clusters Score -3920756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 30726 members 
Entering Unmasked Estep 
Score: -3920756.750000 Penalty: 3087.039551
	Iteration 95Q: 3 clusters Score -3920757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 30728 members 
Entering Unmasked Estep 
Score: -3920754.750000 Penalty: 3087.039551
	Iteration 96Q: 3 clusters Score -3920755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 30730 members 
Entering Unmasked Estep 
Score: -3920753.750000 Penalty: 3087.039551
	Iteration 97Q: 3 clusters Score -3920754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 30734 members 
Entering Unmasked Estep 
Score: -3920756.500000 Penalty: 3087.039551
	Iteration 98Q: 3 clusters Score -3920756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 30735 members 
Entering Unmasked Estep 
Score: -3920756.500000 Penalty: 3087.039551
	Iteration 99Q: 3 clusters Score -3920756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 30736 members 
Entering Unmasked Estep 
Score: -3920757.750000 Penalty: 3087.039551
	Iteration 100F: 3 clusters Score -3920758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 30738 members 
Entering Unmasked Estep 
Score: -3920757.250000 Penalty: 3087.039551
	Iteration 101Q: 3 clusters Score -3920757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 30740 members 
Entering Unmasked Estep 
Score: -3920754.750000 Penalty: 3087.039551
	Iteration 102Q: 3 clusters Score -3920755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 30745 members 
Entering Unmasked Estep 
Score: -3920764.750000 Penalty: 3087.039551
	Iteration 103Q: 3 clusters Score -3920765 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 30754 members 
Entering Unmasked Estep 
Score: -3920765.500000 Penalty: 3087.039551
	Iteration 104Q: 3 clusters Score -3920766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 30763 members 
Entering Unmasked Estep 
Score: -3920775.250000 Penalty: 3087.039551
	Iteration 105Q: 3 clusters Score -3920775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 30769 members 
Entering Unmasked Estep 
Score: -3920774.000000 Penalty: 3087.039551
	Iteration 106Q: 3 clusters Score -3920774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 30773 members 
Entering Unmasked Estep 
Score: -3920774.500000 Penalty: 3087.039551
	Iteration 107Q: 3 clusters Score -3920774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 30781 members 
Entering Unmasked Estep 
Score: -3920774.750000 Penalty: 3087.039551
	Iteration 108Q: 3 clusters Score -3920775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 30783 members 
Entering Unmasked Estep 
Score: -3920773.500000 Penalty: 3087.039551
	Iteration 109Q: 3 clusters Score -3920774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 30785 members 
Entering Unmasked Estep 
Score: -3920771.250000 Penalty: 3087.039551
	Iteration 110Q: 3 clusters Score -3920771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 30787 members 
Entering Unmasked Estep 
Score: -3920774.000000 Penalty: 3087.039551
	Iteration 111Q: 3 clusters Score -3920774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 30790 members 
Entering Unmasked Estep 
Score: -3920774.750000 Penalty: 3087.039551
	Iteration 112Q: 3 clusters Score -3920775 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 30790 members 
Entering Unmasked Estep 
Score: -3920774.750000 Penalty: 3087.039551
	Iteration 113F: 3 clusters Score -3920775 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (34679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34679 members 
Entering Unmasked Estep 
Score: -4358476.500000 Penalty: 1555.538818
	Iteration 0F: 2 clusters Score -4358476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -4335951.500000 Penalty: 3111.077637
	Iteration 0F: 3 clusters Score -4335952 nChanged 15734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
Score: -4344457.000000 Penalty: 3111.077637
	Iteration 1F: 3 clusters Score -4344457 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -4344906.500000 Penalty: 3111.077637
	Iteration 2Q: 3 clusters Score -4344906 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -4345387.500000 Penalty: 3111.077637
	Iteration 3Q: 3 clusters Score -4345388 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 20407 members 
Entering Unmasked Estep 
Score: -4345932.500000 Penalty: 3111.077637
	Iteration 4Q: 3 clusters Score -4345932 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -4346599.500000 Penalty: 3111.077637
	Iteration 5Q: 3 clusters Score -4346600 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -4347521.500000 Penalty: 3111.077637
	Iteration 6F: 3 clusters Score -4347522 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 25532 members 
Entering Unmasked Estep 
Score: -4348913.500000 Penalty: 3111.077637
	Iteration 7F: 3 clusters Score -4348914 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 28037 members 
Entering Unmasked Estep 
Score: -4350910.500000 Penalty: 3111.077637
	Iteration 8F: 3 clusters Score -4350910 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 30537 members 
Entering Unmasked Estep 
Score: -4353172.500000 Penalty: 3111.077637
	Iteration 9F: 3 clusters Score -4353172 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 32487 members 
Entering Unmasked Estep 
Score: -4355064.500000 Penalty: 3111.077637
	Iteration 10F: 3 clusters Score -4355064 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 33663 members 
Entering Unmasked Estep 
Score: -4356238.000000 Penalty: 3111.077637
	Iteration 11Q: 3 clusters Score -4356238 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 34172 members 
Entering Unmasked Estep 
Score: -4356750.000000 Penalty: 3111.077637
	Iteration 12Q: 3 clusters Score -4356750 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 34353 members 
Entering Unmasked Estep 
Score: -4356976.500000 Penalty: 3111.077637
	Iteration 13Q: 3 clusters Score -4356976 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 34414 members 
Entering Unmasked Estep 
Score: -4357078.500000 Penalty: 3111.077637
	Iteration 14Q: 3 clusters Score -4357078 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 34449 members 
Entering Unmasked Estep 
Score: -4357149.000000 Penalty: 3111.077637
	Iteration 15Q: 3 clusters Score -4357149 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 34460 members 
Entering Unmasked Estep 
Score: -4357205.500000 Penalty: 3111.077637
	Iteration 16Q: 3 clusters Score -4357206 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 34472 members 
Entering Unmasked Estep 
Score: -4357239.000000 Penalty: 3111.077637
	Iteration 17Q: 3 clusters Score -4357239 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 34478 members 
Entering Unmasked Estep 
Score: -4357266.500000 Penalty: 3111.077637
	Iteration 18Q: 3 clusters Score -4357266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 34486 members 
Entering Unmasked Estep 
Score: -4357281.000000 Penalty: 3111.077637
	Iteration 19Q: 3 clusters Score -4357281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 34489 members 
Entering Unmasked Estep 
Score: -4357292.000000 Penalty: 3111.077637
	Iteration 20F: 3 clusters Score -4357292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 34490 members 
Entering Unmasked Estep 
Score: -4357299.000000 Penalty: 3111.077637
	Iteration 21Q: 3 clusters Score -4357299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 34490 members 
Entering Unmasked Estep 
Score: -4357299.500000 Penalty: 3111.077637
	Iteration 22Q: 3 clusters Score -4357300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 34491 members 
Entering Unmasked Estep 
Score: -4357304.500000 Penalty: 3111.077637
	Iteration 23Q: 3 clusters Score -4357304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 34491 members 
Entering Unmasked Estep 
Score: -4357306.500000 Penalty: 3111.077637
	Iteration 24Q: 3 clusters Score -4357306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 34494 members 
Entering Unmasked Estep 
Score: -4357316.000000 Penalty: 3111.077637
	Iteration 25Q: 3 clusters Score -4357316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 34495 members 
Entering Unmasked Estep 
Score: -4357318.500000 Penalty: 3111.077637
	Iteration 26Q: 3 clusters Score -4357318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 34494 members 
Entering Unmasked Estep 
Score: -4357325.000000 Penalty: 3111.077637
	Iteration 27Q: 3 clusters Score -4357325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 34494 members 
Entering Unmasked Estep 
Score: -4357323.000000 Penalty: 3111.077637
	Iteration 28Q: 3 clusters Score -4357323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 34493 members 
Entering Unmasked Estep 
Score: -4357327.000000 Penalty: 3111.077637
	Iteration 29Q: 3 clusters Score -4357327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 34494 members 
Entering Unmasked Estep 
Score: -4357332.500000 Penalty: 3111.077637
	Iteration 30Q: 3 clusters Score -4357332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 34494 members 
Entering Unmasked Estep 
Score: -4357338.500000 Penalty: 3111.077637
	Iteration 31Q: 3 clusters Score -4357338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 34495 members 
Entering Unmasked Estep 
Score: -4357343.000000 Penalty: 3111.077637
	Iteration 32Q: 3 clusters Score -4357343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 34495 members 
Entering Unmasked Estep 
Score: -4357343.000000 Penalty: 3111.077637
	Iteration 33F: 3 clusters Score -4357343 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (28907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28907 members 
Entering Unmasked Estep 
Score: -3715635.250000 Penalty: 1528.449707
	Iteration 0F: 2 clusters Score -3715635 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -3696692.000000 Penalty: 3056.899414
	Iteration 0F: 3 clusters Score -3696692 nChanged 13054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -3703678.000000 Penalty: 3056.899414
	Iteration 1F: 3 clusters Score -3703678 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -3704174.500000 Penalty: 3056.899414
	Iteration 2Q: 3 clusters Score -3704174 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -3704675.500000 Penalty: 3056.899414
	Iteration 3Q: 3 clusters Score -3704676 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -3705265.000000 Penalty: 3056.899414
	Iteration 4Q: 3 clusters Score -3705265 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -3706107.500000 Penalty: 3056.899414
	Iteration 5F: 3 clusters Score -3706108 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -3707304.750000 Penalty: 3056.899414
	Iteration 6F: 3 clusters Score -3707305 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 22834 members 
Entering Unmasked Estep 
Score: -3708944.250000 Penalty: 3056.899414
	Iteration 7F: 3 clusters Score -3708944 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 24844 members 
Entering Unmasked Estep 
Score: -3710744.000000 Penalty: 3056.899414
	Iteration 8F: 3 clusters Score -3710744 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 26512 members 
Entering Unmasked Estep 
Score: -3712294.250000 Penalty: 3056.899414
	Iteration 9F: 3 clusters Score -3712294 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 27595 members 
Entering Unmasked Estep 
Score: -3713309.750000 Penalty: 3056.899414
	Iteration 10Q: 3 clusters Score -3713310 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 28157 members 
Entering Unmasked Estep 
Score: -3713848.250000 Penalty: 3056.899414
	Iteration 11Q: 3 clusters Score -3713848 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 28398 members 
Entering Unmasked Estep 
Score: -3714064.000000 Penalty: 3056.899414
	Iteration 12Q: 3 clusters Score -3714064 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 28504 members 
Entering Unmasked Estep 
Score: -3714188.250000 Penalty: 3056.899414
	Iteration 13Q: 3 clusters Score -3714188 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 28561 members 
Entering Unmasked Estep 
Score: -3714268.250000 Penalty: 3056.899414
	Iteration 14Q: 3 clusters Score -3714268 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 28600 members 
Entering Unmasked Estep 
Score: -3714332.750000 Penalty: 3056.899414
	Iteration 15Q: 3 clusters Score -3714333 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 28623 members 
Entering Unmasked Estep 
Score: -3714364.500000 Penalty: 3056.899414
	Iteration 16Q: 3 clusters Score -3714364 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 28634 members 
Entering Unmasked Estep 
Score: -3714377.750000 Penalty: 3056.899414
	Iteration 17Q: 3 clusters Score -3714378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 28643 members 
Entering Unmasked Estep 
Score: -3714390.750000 Penalty: 3056.899414
	Iteration 18Q: 3 clusters Score -3714391 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 28647 members 
Entering Unmasked Estep 
Score: -3714399.750000 Penalty: 3056.899414
	Iteration 19Q: 3 clusters Score -3714400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 28649 members 
Entering Unmasked Estep 
Score: -3714405.000000 Penalty: 3056.899414
	Iteration 20F: 3 clusters Score -3714405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 28648 members 
Entering Unmasked Estep 
Score: -3714405.000000 Penalty: 3056.899414
	Iteration 21Q: 3 clusters Score -3714405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 28648 members 
Entering Unmasked Estep 
Score: -3714405.000000 Penalty: 3056.899414
	Iteration 22F: 3 clusters Score -3714405 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (23975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23975 members 
Entering Unmasked Estep 
Score: -2993740.750000 Penalty: 1500.613403
	Iteration 0F: 2 clusters Score -2993741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -2978035.500000 Penalty: 3001.226807
	Iteration 0F: 3 clusters Score -2978036 nChanged 10654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -2983772.750000 Penalty: 3001.226807
	Iteration 1F: 3 clusters Score -2983773 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -2984246.500000 Penalty: 3001.226807
	Iteration 2F: 3 clusters Score -2984246 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -2984686.500000 Penalty: 3001.226807
	Iteration 3Q: 3 clusters Score -2984686 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -2985124.000000 Penalty: 3001.226807
	Iteration 4Q: 3 clusters Score -2985124 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -2985717.500000 Penalty: 3001.226807
	Iteration 5Q: 3 clusters Score -2985718 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -2986537.750000 Penalty: 3001.226807
	Iteration 6F: 3 clusters Score -2986538 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -2987649.750000 Penalty: 3001.226807
	Iteration 7F: 3 clusters Score -2987650 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -2989004.750000 Penalty: 3001.226807
	Iteration 8F: 3 clusters Score -2989005 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21647 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -2990417.750000 Penalty: 3001.226807
	Iteration 9F: 3 clusters Score -2990418 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22726 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2991417.750000 Penalty: 3001.226807
	Iteration 10Q: 3 clusters Score -2991418 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23276 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2991927.750000 Penalty: 3001.226807
	Iteration 11Q: 3 clusters Score -2991928 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23529 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2992193.750000 Penalty: 3001.226807
	Iteration 12Q: 3 clusters Score -2992194 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2992367.500000 Penalty: 3001.226807
	Iteration 13Q: 3 clusters Score -2992368 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23713 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2992460.250000 Penalty: 3001.226807
	Iteration 14Q: 3 clusters Score -2992460 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23742 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -2992523.000000 Penalty: 3001.226807
	Iteration 15Q: 3 clusters Score -2992523 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23757 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -2992553.500000 Penalty: 3001.226807
	Iteration 16Q: 3 clusters Score -2992554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23766 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -2992570.500000 Penalty: 3001.226807
	Iteration 17Q: 3 clusters Score -2992570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -2992581.500000 Penalty: 3001.226807
	Iteration 18Q: 3 clusters Score -2992582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23775 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -2992589.000000 Penalty: 3001.226807
	Iteration 19Q: 3 clusters Score -2992589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23773 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -2992594.500000 Penalty: 3001.226807
	Iteration 20F: 3 clusters Score -2992594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -2992599.000000 Penalty: 3001.226807
	Iteration 21Q: 3 clusters Score -2992599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -2992604.500000 Penalty: 3001.226807
	Iteration 22Q: 3 clusters Score -2992604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23774 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -2992605.250000 Penalty: 3001.226807
	Iteration 23Q: 3 clusters Score -2992605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -2992608.750000 Penalty: 3001.226807
	Iteration 24Q: 3 clusters Score -2992609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23777 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -2992612.000000 Penalty: 3001.226807
	Iteration 25Q: 3 clusters Score -2992612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -2992610.750000 Penalty: 3001.226807
	Iteration 26Q: 3 clusters Score -2992611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -2992610.750000 Penalty: 3001.226807
	Iteration 27F: 3 clusters Score -2992611 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Entering Unmasked Estep 
Score: -1981043.625000 Penalty: 1442.769653
	Iteration 0F: 2 clusters Score -1981044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1970311.375000 Penalty: 2885.539307
	Iteration 0F: 3 clusters Score -1970311 nChanged 7045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1974155.750000 Penalty: 2885.539307
	Iteration 1F: 3 clusters Score -1974156 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1974536.000000 Penalty: 2885.539307
	Iteration 2F: 3 clusters Score -1974536 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1974884.125000 Penalty: 2885.539307
	Iteration 3Q: 3 clusters Score -1974884 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1975234.500000 Penalty: 2885.539307
	Iteration 4Q: 3 clusters Score -1975234 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1975619.750000 Penalty: 2885.539307
	Iteration 5Q: 3 clusters Score -1975620 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -1976048.625000 Penalty: 2885.539307
	Iteration 6Q: 3 clusters Score -1976049 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1976459.000000 Penalty: 2885.539307
	Iteration 7Q: 3 clusters Score -1976459 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1976828.250000 Penalty: 2885.539307
	Iteration 8Q: 3 clusters Score -1976828 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1977181.000000 Penalty: 2885.539307
	Iteration 9Q: 3 clusters Score -1977181 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -1977533.375000 Penalty: 2885.539307
	Iteration 10Q: 3 clusters Score -1977533 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -1977918.625000 Penalty: 2885.539307
	Iteration 11Q: 3 clusters Score -1977919 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -1978238.625000 Penalty: 2885.539307
	Iteration 12Q: 3 clusters Score -1978239 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -1978488.500000 Penalty: 2885.539307
	Iteration 13Q: 3 clusters Score -1978488 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -1978713.375000 Penalty: 2885.539307
	Iteration 14Q: 3 clusters Score -1978713 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -1978894.875000 Penalty: 2885.539307
	Iteration 15Q: 3 clusters Score -1978895 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -1979043.625000 Penalty: 2885.539307
	Iteration 16Q: 3 clusters Score -1979044 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -1979186.625000 Penalty: 2885.539307
	Iteration 17Q: 3 clusters Score -1979187 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -1979318.500000 Penalty: 2885.539307
	Iteration 18Q: 3 clusters Score -1979318 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -1979447.500000 Penalty: 2885.539307
	Iteration 19Q: 3 clusters Score -1979448 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -1979546.250000 Penalty: 2885.539307
	Iteration 20F: 3 clusters Score -1979546 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -1979632.000000 Penalty: 2885.539307
	Iteration 21Q: 3 clusters Score -1979632 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -1979717.875000 Penalty: 2885.539307
	Iteration 22Q: 3 clusters Score -1979718 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -1979766.875000 Penalty: 2885.539307
	Iteration 23Q: 3 clusters Score -1979767 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -1979805.875000 Penalty: 2885.539307
	Iteration 24Q: 3 clusters Score -1979806 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -1979832.375000 Penalty: 2885.539307
	Iteration 25Q: 3 clusters Score -1979832 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -1979856.125000 Penalty: 2885.539307
	Iteration 26Q: 3 clusters Score -1979856 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -1979872.875000 Penalty: 2885.539307
	Iteration 27Q: 3 clusters Score -1979873 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -1979889.750000 Penalty: 2885.539307
	Iteration 28Q: 3 clusters Score -1979890 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -1979905.375000 Penalty: 2885.539307
	Iteration 29Q: 3 clusters Score -1979905 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -1979916.625000 Penalty: 2885.539307
	Iteration 30Q: 3 clusters Score -1979917 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -1979934.125000 Penalty: 2885.539307
	Iteration 31Q: 3 clusters Score -1979934 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -1979948.000000 Penalty: 2885.539307
	Iteration 32Q: 3 clusters Score -1979948 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -1979960.375000 Penalty: 2885.539307
	Iteration 33Q: 3 clusters Score -1979960 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -1979984.375000 Penalty: 2885.539307
	Iteration 34Q: 3 clusters Score -1979984 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -1979993.000000 Penalty: 2885.539307
	Iteration 35Q: 3 clusters Score -1979993 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -1979999.250000 Penalty: 2885.539307
	Iteration 36Q: 3 clusters Score -1979999 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -1980001.500000 Penalty: 2885.539307
	Iteration 37Q: 3 clusters Score -1980002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -1980000.750000 Penalty: 2885.539307
	Iteration 38Q: 3 clusters Score -1980001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -1980002.125000 Penalty: 2885.539307
	Iteration 39Q: 3 clusters Score -1980002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -1980004.000000 Penalty: 2885.539307
	Iteration 40F: 3 clusters Score -1980004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -1980001.250000 Penalty: 2885.539307
	Iteration 41Q: 3 clusters Score -1980001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -1980004.625000 Penalty: 2885.539307
	Iteration 42Q: 3 clusters Score -1980005 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -1980007.375000 Penalty: 2885.539307
	Iteration 43Q: 3 clusters Score -1980007 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -1980007.750000 Penalty: 2885.539307
	Iteration 44Q: 3 clusters Score -1980008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -1980009.750000 Penalty: 2885.539307
	Iteration 45Q: 3 clusters Score -1980010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -1980007.625000 Penalty: 2885.539307
	Iteration 46Q: 3 clusters Score -1980008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -1980015.625000 Penalty: 2885.539307
	Iteration 47Q: 3 clusters Score -1980016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -1980014.875000 Penalty: 2885.539307
	Iteration 48Q: 3 clusters Score -1980015 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -1980022.125000 Penalty: 2885.539307
	Iteration 49Q: 3 clusters Score -1980022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -1980026.875000 Penalty: 2885.539307
	Iteration 50Q: 3 clusters Score -1980027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -1980030.250000 Penalty: 2885.539307
	Iteration 51Q: 3 clusters Score -1980030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -1980028.750000 Penalty: 2885.539307
	Iteration 52Q: 3 clusters Score -1980029 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -1980036.000000 Penalty: 2885.539307
	Iteration 53Q: 3 clusters Score -1980036 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -1980034.875000 Penalty: 2885.539307
	Iteration 54Q: 3 clusters Score -1980035 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -1980038.125000 Penalty: 2885.539307
	Iteration 55Q: 3 clusters Score -1980038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -1980039.875000 Penalty: 2885.539307
	Iteration 56Q: 3 clusters Score -1980040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -1980042.750000 Penalty: 2885.539307
	Iteration 57Q: 3 clusters Score -1980043 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -1980044.625000 Penalty: 2885.539307
	Iteration 58Q: 3 clusters Score -1980045 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -1980048.625000 Penalty: 2885.539307
	Iteration 59Q: 3 clusters Score -1980049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -1980050.875000 Penalty: 2885.539307
	Iteration 60F: 3 clusters Score -1980051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -1980053.000000 Penalty: 2885.539307
	Iteration 61Q: 3 clusters Score -1980053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -1980055.250000 Penalty: 2885.539307
	Iteration 62Q: 3 clusters Score -1980055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -1980056.625000 Penalty: 2885.539307
	Iteration 63Q: 3 clusters Score -1980057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -1980055.750000 Penalty: 2885.539307
	Iteration 64Q: 3 clusters Score -1980056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -1980052.625000 Penalty: 2885.539307
	Iteration 65Q: 3 clusters Score -1980053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -1980054.250000 Penalty: 2885.539307
	Iteration 66Q: 3 clusters Score -1980054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -1980054.250000 Penalty: 2885.539307
	Iteration 67F: 3 clusters Score -1980054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Entering Unmasked Estep 
Score: -1076321.250000 Penalty: 1354.158325
	Iteration 0F: 2 clusters Score -1076321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1070190.625000 Penalty: 2708.316650
	Iteration 0F: 3 clusters Score -1070191 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1072152.625000 Penalty: 2708.316650
	Iteration 1F: 3 clusters Score -1072153 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1072423.750000 Penalty: 2708.316650
	Iteration 2F: 3 clusters Score -1072424 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1072605.125000 Penalty: 2708.316650
	Iteration 3Q: 3 clusters Score -1072605 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1072745.250000 Penalty: 2708.316650
	Iteration 4Q: 3 clusters Score -1072745 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1072882.625000 Penalty: 2708.316650
	Iteration 5Q: 3 clusters Score -1072883 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1073014.750000 Penalty: 2708.316650
	Iteration 6Q: 3 clusters Score -1073015 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1073111.375000 Penalty: 2708.316650
	Iteration 7Q: 3 clusters Score -1073111 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1073207.125000 Penalty: 2708.316650
	Iteration 8Q: 3 clusters Score -1073207 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1073307.500000 Penalty: 2708.316650
	Iteration 9Q: 3 clusters Score -1073308 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1073393.750000 Penalty: 2708.316650
	Iteration 10Q: 3 clusters Score -1073394 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1073472.500000 Penalty: 2708.316650
	Iteration 11Q: 3 clusters Score -1073472 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1073540.000000 Penalty: 2708.316650
	Iteration 12Q: 3 clusters Score -1073540 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1073605.625000 Penalty: 2708.316650
	Iteration 13Q: 3 clusters Score -1073606 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1073656.000000 Penalty: 2708.316650
	Iteration 14Q: 3 clusters Score -1073656 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1073709.500000 Penalty: 2708.316650
	Iteration 15Q: 3 clusters Score -1073710 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1073771.000000 Penalty: 2708.316650
	Iteration 16Q: 3 clusters Score -1073771 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1073823.125000 Penalty: 2708.316650
	Iteration 17Q: 3 clusters Score -1073823 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1073862.875000 Penalty: 2708.316650
	Iteration 18Q: 3 clusters Score -1073863 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1073906.375000 Penalty: 2708.316650
	Iteration 19Q: 3 clusters Score -1073906 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1073949.000000 Penalty: 2708.316650
	Iteration 20F: 3 clusters Score -1073949 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1074001.375000 Penalty: 2708.316650
	Iteration 21Q: 3 clusters Score -1074001 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1074051.625000 Penalty: 2708.316650
	Iteration 22Q: 3 clusters Score -1074052 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1074116.875000 Penalty: 2708.316650
	Iteration 23Q: 3 clusters Score -1074117 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1074186.750000 Penalty: 2708.316650
	Iteration 24Q: 3 clusters Score -1074187 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1074268.000000 Penalty: 2708.316650
	Iteration 25Q: 3 clusters Score -1074268 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1074349.500000 Penalty: 2708.316650
	Iteration 26Q: 3 clusters Score -1074350 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1074430.875000 Penalty: 2708.316650
	Iteration 27Q: 3 clusters Score -1074431 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1074516.250000 Penalty: 2708.316650
	Iteration 28Q: 3 clusters Score -1074516 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1074598.750000 Penalty: 2708.316650
	Iteration 29Q: 3 clusters Score -1074599 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1074680.250000 Penalty: 2708.316650
	Iteration 30Q: 3 clusters Score -1074680 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1074767.000000 Penalty: 2708.316650
	Iteration 31Q: 3 clusters Score -1074767 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1074883.125000 Penalty: 2708.316650
	Iteration 32Q: 3 clusters Score -1074883 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1074986.375000 Penalty: 2708.316650
	Iteration 33Q: 3 clusters Score -1074986 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1075089.875000 Penalty: 2708.316650
	Iteration 34Q: 3 clusters Score -1075090 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1075171.875000 Penalty: 2708.316650
	Iteration 35Q: 3 clusters Score -1075172 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1075236.750000 Penalty: 2708.316650
	Iteration 36Q: 3 clusters Score -1075237 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1075296.750000 Penalty: 2708.316650
	Iteration 37Q: 3 clusters Score -1075297 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1075354.000000 Penalty: 2708.316650
	Iteration 38Q: 3 clusters Score -1075354 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1075408.125000 Penalty: 2708.316650
	Iteration 39Q: 3 clusters Score -1075408 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1075458.125000 Penalty: 2708.316650
	Iteration 40F: 3 clusters Score -1075458 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1075504.500000 Penalty: 2708.316650
	Iteration 41Q: 3 clusters Score -1075504 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1075550.750000 Penalty: 2708.316650
	Iteration 42Q: 3 clusters Score -1075551 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1075583.125000 Penalty: 2708.316650
	Iteration 43Q: 3 clusters Score -1075583 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1075621.375000 Penalty: 2708.316650
	Iteration 44Q: 3 clusters Score -1075621 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1075652.500000 Penalty: 2708.316650
	Iteration 45Q: 3 clusters Score -1075652 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1075671.625000 Penalty: 2708.316650
	Iteration 46Q: 3 clusters Score -1075672 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1075692.500000 Penalty: 2708.316650
	Iteration 47Q: 3 clusters Score -1075692 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1075709.250000 Penalty: 2708.316650
	Iteration 48Q: 3 clusters Score -1075709 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1075721.250000 Penalty: 2708.316650
	Iteration 49Q: 3 clusters Score -1075721 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1075743.375000 Penalty: 2708.316650
	Iteration 50Q: 3 clusters Score -1075743 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1075762.625000 Penalty: 2708.316650
	Iteration 51Q: 3 clusters Score -1075763 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1075771.750000 Penalty: 2708.316650
	Iteration 52Q: 3 clusters Score -1075772 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1075776.500000 Penalty: 2708.316650
	Iteration 53Q: 3 clusters Score -1075776 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1075781.625000 Penalty: 2708.316650
	Iteration 54Q: 3 clusters Score -1075782 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1075789.250000 Penalty: 2708.316650
	Iteration 55Q: 3 clusters Score -1075789 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1075795.375000 Penalty: 2708.316650
	Iteration 56Q: 3 clusters Score -1075795 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1075797.750000 Penalty: 2708.316650
	Iteration 57Q: 3 clusters Score -1075798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1075800.750000 Penalty: 2708.316650
	Iteration 58Q: 3 clusters Score -1075801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1075801.000000 Penalty: 2708.316650
	Iteration 59Q: 3 clusters Score -1075801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1075804.625000 Penalty: 2708.316650
	Iteration 60F: 3 clusters Score -1075805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1075803.875000 Penalty: 2708.316650
	Iteration 61Q: 3 clusters Score -1075804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1075806.000000 Penalty: 2708.316650
	Iteration 62Q: 3 clusters Score -1075806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1075806.125000 Penalty: 2708.316650
	Iteration 63Q: 3 clusters Score -1075806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1075808.250000 Penalty: 2708.316650
	Iteration 64Q: 3 clusters Score -1075808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1075811.750000 Penalty: 2708.316650
	Iteration 65Q: 3 clusters Score -1075812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1075813.500000 Penalty: 2708.316650
	Iteration 66Q: 3 clusters Score -1075814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1075813.250000 Penalty: 2708.316650
	Iteration 67Q: 3 clusters Score -1075813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1075814.250000 Penalty: 2708.316650
	Iteration 68Q: 3 clusters Score -1075814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1075814.250000 Penalty: 2708.316650
	Iteration 69F: 3 clusters Score -1075814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (66706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66706 members 
Entering Unmasked Estep 
Score: -8422348.000000 Penalty: 1652.877930
	Iteration 0F: 2 clusters Score -8422348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33324 members 
Mstep: Class 2 contains 33382 members 
Entering Unmasked Estep 
Score: -8381119.000000 Penalty: 3305.755859
	Iteration 0F: 3 clusters Score -8381119 nChanged 31274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33690 members 
Mstep: Class 2 contains 33016 members 
Entering Unmasked Estep 
Score: -8399470.000000 Penalty: 3305.755859
	Iteration 1F: 3 clusters Score -8399470 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34187 members 
Mstep: Class 2 contains 32519 members 
Entering Unmasked Estep 
Score: -8400651.000000 Penalty: 3305.755859
	Iteration 2Q: 3 clusters Score -8400651 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35114 members 
Mstep: Class 2 contains 31592 members 
Entering Unmasked Estep 
Score: -8402138.000000 Penalty: 3305.755859
	Iteration 3Q: 3 clusters Score -8402138 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36498 members 
Mstep: Class 2 contains 30208 members 
Entering Unmasked Estep 
Score: -8404097.000000 Penalty: 3305.755859
	Iteration 4F: 3 clusters Score -8404097 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38064 members 
Mstep: Class 2 contains 28642 members 
Entering Unmasked Estep 
Score: -8406333.000000 Penalty: 3305.755859
	Iteration 5F: 3 clusters Score -8406333 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39693 members 
Mstep: Class 2 contains 27013 members 
Entering Unmasked Estep 
Score: -8408341.000000 Penalty: 3305.755859
	Iteration 6F: 3 clusters Score -8408341 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41198 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -8409903.000000 Penalty: 3305.755859
	Iteration 7F: 3 clusters Score -8409903 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42571 members 
Mstep: Class 2 contains 24135 members 
Entering Unmasked Estep 
Score: -8411002.000000 Penalty: 3305.755859
	Iteration 8Q: 3 clusters Score -8411002 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43894 members 
Mstep: Class 2 contains 22812 members 
Entering Unmasked Estep 
Score: -8411845.000000 Penalty: 3305.755859
	Iteration 9Q: 3 clusters Score -8411845 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45219 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -8412421.000000 Penalty: 3305.755859
	Iteration 10Q: 3 clusters Score -8412421 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46603 members 
Mstep: Class 2 contains 20103 members 
Entering Unmasked Estep 
Score: -8412836.000000 Penalty: 3305.755859
	Iteration 11Q: 3 clusters Score -8412836 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48085 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -8413269.000000 Penalty: 3305.755859
	Iteration 12Q: 3 clusters Score -8413269 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49754 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -8413834.000000 Penalty: 3305.755859
	Iteration 13Q: 3 clusters Score -8413834 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51550 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -8414427.000000 Penalty: 3305.755859
	Iteration 14Q: 3 clusters Score -8414427 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53460 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -8415032.000000 Penalty: 3305.755859
	Iteration 15Q: 3 clusters Score -8415032 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55457 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -8415830.000000 Penalty: 3305.755859
	Iteration 16Q: 3 clusters Score -8415830 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57497 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -8416771.000000 Penalty: 3305.755859
	Iteration 17Q: 3 clusters Score -8416771 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59380 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -8417668.000000 Penalty: 3305.755859
	Iteration 18Q: 3 clusters Score -8417668 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60987 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -8418461.000000 Penalty: 3305.755859
	Iteration 19Q: 3 clusters Score -8418461 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62309 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -8419123.000000 Penalty: 3305.755859
	Iteration 20F: 3 clusters Score -8419123 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63324 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -8419596.000000 Penalty: 3305.755859
	Iteration 21Q: 3 clusters Score -8419596 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64078 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -8419963.000000 Penalty: 3305.755859
	Iteration 22Q: 3 clusters Score -8419963 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64614 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -8420237.000000 Penalty: 3305.755859
	Iteration 23Q: 3 clusters Score -8420237 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65008 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -8420447.000000 Penalty: 3305.755859
	Iteration 24Q: 3 clusters Score -8420447 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65281 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -8420543.000000 Penalty: 3305.755859
	Iteration 25Q: 3 clusters Score -8420543 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65476 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -8420662.000000 Penalty: 3305.755859
	Iteration 26Q: 3 clusters Score -8420662 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65619 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -8420725.000000 Penalty: 3305.755859
	Iteration 27Q: 3 clusters Score -8420725 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65725 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -8420788.000000 Penalty: 3305.755859
	Iteration 28Q: 3 clusters Score -8420788 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65804 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -8420834.000000 Penalty: 3305.755859
	Iteration 29Q: 3 clusters Score -8420834 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65860 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -8420864.000000 Penalty: 3305.755859
	Iteration 30Q: 3 clusters Score -8420864 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65901 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -8420886.000000 Penalty: 3305.755859
	Iteration 31Q: 3 clusters Score -8420886 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65937 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -8420921.000000 Penalty: 3305.755859
	Iteration 32Q: 3 clusters Score -8420921 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65969 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -8420941.000000 Penalty: 3305.755859
	Iteration 33Q: 3 clusters Score -8420941 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65986 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -8420963.000000 Penalty: 3305.755859
	Iteration 34Q: 3 clusters Score -8420963 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66004 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -8420967.000000 Penalty: 3305.755859
	Iteration 35Q: 3 clusters Score -8420967 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66020 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -8420984.000000 Penalty: 3305.755859
	Iteration 36Q: 3 clusters Score -8420984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66031 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -8420990.000000 Penalty: 3305.755859
	Iteration 37Q: 3 clusters Score -8420990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66035 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -8420985.000000 Penalty: 3305.755859
	Iteration 38Q: 3 clusters Score -8420985 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66040 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -8420993.000000 Penalty: 3305.755859
	Iteration 39Q: 3 clusters Score -8420993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66043 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -8420994.000000 Penalty: 3305.755859
	Iteration 40F: 3 clusters Score -8420994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66047 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -8420998.000000 Penalty: 3305.755859
	Iteration 41Q: 3 clusters Score -8420998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66053 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -8420998.000000 Penalty: 3305.755859
	Iteration 42Q: 3 clusters Score -8420998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66058 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -8421009.000000 Penalty: 3305.755859
	Iteration 43Q: 3 clusters Score -8421009 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66065 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -8421017.000000 Penalty: 3305.755859
	Iteration 44Q: 3 clusters Score -8421017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66070 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -8421015.000000 Penalty: 3305.755859
	Iteration 45Q: 3 clusters Score -8421015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66074 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -8421015.000000 Penalty: 3305.755859
	Iteration 46Q: 3 clusters Score -8421015 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66077 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -8421019.000000 Penalty: 3305.755859
	Iteration 47Q: 3 clusters Score -8421019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66079 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -8421022.000000 Penalty: 3305.755859
	Iteration 48Q: 3 clusters Score -8421022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66082 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -8421022.000000 Penalty: 3305.755859
	Iteration 49Q: 3 clusters Score -8421022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66083 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -8421022.000000 Penalty: 3305.755859
	Iteration 50Q: 3 clusters Score -8421022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66083 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -8421022.000000 Penalty: 3305.755859
	Iteration 51F: 3 clusters Score -8421022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -54585.429688 Penalty: 951.614990
	Iteration 0F: 2 clusters Score -54585.43 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 286 members 
Entering Unmasked Estep 
Score: -53591.242188 Penalty: 1903.229980
	Iteration 0F: 3 clusters Score -53591.24 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -53831.574219 Penalty: 1903.229980
	Iteration 1F: 3 clusters Score -53831.57 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -53947.136719 Penalty: 1903.229980
	Iteration 2F: 3 clusters Score -53947.14 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -54030.191406 Penalty: 1903.229980
	Iteration 3Q: 3 clusters Score -54030.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -54083.640625 Penalty: 1903.229980
	Iteration 4Q: 3 clusters Score -54083.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -54147.085938 Penalty: 1903.229980
	Iteration 5Q: 3 clusters Score -54147.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -54288.421875 Penalty: 1903.229980
	Iteration 6Q: 3 clusters Score -54288.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -54378.484375 Penalty: 1903.229980
	Iteration 7Q: 3 clusters Score -54378.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -54479.968750 Penalty: 1903.229980
	Iteration 8Q: 3 clusters Score -54479.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -54610.242188 Penalty: 1903.229980
	Iteration 9Q: 3 clusters Score -54610.24 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -54654.066406 Penalty: 1903.229980
	Iteration 10Q: 3 clusters Score -54654.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -54682.375000 Penalty: 1903.229980
	Iteration 11Q: 3 clusters Score -54682.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -54711.902344 Penalty: 1903.229980
	Iteration 12Q: 3 clusters Score -54711.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -54729.292969 Penalty: 1903.229980
	Iteration 13Q: 3 clusters Score -54729.29 nChanged 8
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: -54752.105469 Penalty: 1903.229980
	Iteration 14Q: 3 clusters Score -54752.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -54771.253906 Penalty: 1903.229980
	Iteration 15Q: 3 clusters Score -54771.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -54799.976562 Penalty: 1903.229980
	Iteration 16Q: 3 clusters Score -54799.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -54823.949219 Penalty: 1903.229980
	Iteration 17Q: 3 clusters Score -54823.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -54847.988281 Penalty: 1903.229980
	Iteration 18Q: 3 clusters Score -54847.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -54853.527344 Penalty: 1903.229980
	Iteration 19Q: 3 clusters Score -54853.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -54868.921875 Penalty: 1903.229980
	Iteration 20F: 3 clusters Score -54868.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -54874.121094 Penalty: 1903.229980
	Iteration 21Q: 3 clusters Score -54874.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -54880.371094 Penalty: 1903.229980
	Iteration 22Q: 3 clusters Score -54880.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -54900.800781 Penalty: 1903.229980
	Iteration 23Q: 3 clusters Score -54900.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -54929.773438 Penalty: 1903.229980
	Iteration 24Q: 3 clusters Score -54929.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -54983.921875 Penalty: 1903.229980
	Iteration 25Q: 3 clusters Score -54983.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -55004.976562 Penalty: 1903.229980
	Iteration 26Q: 3 clusters Score -55004.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -55024.292969 Penalty: 1903.229980
	Iteration 27Q: 3 clusters Score -55024.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -55045.312500 Penalty: 1903.229980
	Iteration 28Q: 3 clusters Score -55045.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -55055.679688 Penalty: 1903.229980
	Iteration 29Q: 3 clusters Score -55055.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -55065.140625 Penalty: 1903.229980
	Iteration 30Q: 3 clusters Score -55065.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -55072.609375 Penalty: 1903.229980
	Iteration 31Q: 3 clusters Score -55072.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -55072.609375 Penalty: 1903.229980
	Iteration 32F: 3 clusters Score -55072.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 6918 members 
Mstep: Class 3 contains 31988 members 
Mstep: Class 4 contains 34679 members 
Mstep: Class 5 contains 28907 members 
Mstep: Class 6 contains 23975 members 
Mstep: Class 7 contains 16253 members 
Mstep: Class 8 contains 8960 members 
Mstep: Class 9 contains 66706 members 
Mstep: Class 10 contains 430 members 
Mstep: Class 11 contains 1265 members 
Mstep: Class 12 contains 61882 members 
Mstep: Class 13 contains 34194 members 
Mstep: Class 14 contains 3269 members 
Mstep: Class 15 contains 5638 members 
Mstep: Class 16 contains 17424 members 
Mstep: Class 17 contains 10401 members 
Mstep: Class 18 contains 31220 members 
Mstep: Class 19 contains 64369 members 
Mstep: Class 20 contains 1835 members 
Mstep: Class 21 contains 1321 members 
Mstep: Class 22 contains 8754 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 10189 members 
Mstep: Class 25 contains 6262 members 
Mstep: Class 26 contains 41025 members 
Mstep: Class 27 contains 22449 members 
Mstep: Class 28 contains 5568 members 
Mstep: Class 29 contains 4547 members 
Mstep: Class 30 contains 655 members 
Mstep: Class 31 contains 10472 members 
Mstep: Class 32 contains 468 members 
Mstep: Class 33 contains 1142 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 169 members 
Mstep: Class 38 contains 73660 members 
Mstep: Class 39 contains 6853 members 
Mstep: Class 40 contains 269 members 
Entering Unmasked Estep 
Score: -80981760.000000 Penalty: 79818.773438
Splitting cluster 10 changes total score from -80982200.000000 to -80981760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (1265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Entering Unmasked Estep 
Score: -149003.375000 Penalty: 1062.852783
	Iteration 0F: 2 clusters Score -149003.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -147599.765625 Penalty: 2125.705566
	Iteration 0F: 3 clusters Score -147599.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -147903.421875 Penalty: 2125.705566
	Iteration 1F: 3 clusters Score -147903.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -147987.843750 Penalty: 2125.705566
	Iteration 2F: 3 clusters Score -147987.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -148033.312500 Penalty: 2125.705566
	Iteration 3Q: 3 clusters Score -148033.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -148058.171875 Penalty: 2125.705566
	Iteration 4Q: 3 clusters Score -148058.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -148067.187500 Penalty: 2125.705566
	Iteration 5Q: 3 clusters Score -148067.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -148079.062500 Penalty: 2125.705566
	Iteration 6Q: 3 clusters Score -148079.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -148085.953125 Penalty: 2125.705566
	Iteration 7Q: 3 clusters Score -148086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -148091.937500 Penalty: 2125.705566
	Iteration 8Q: 3 clusters Score -148091.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -148098.281250 Penalty: 2125.705566
	Iteration 9Q: 3 clusters Score -148098.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -148103.687500 Penalty: 2125.705566
	Iteration 10Q: 3 clusters Score -148103.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -148103.687500 Penalty: 2125.705566
	Iteration 11F: 3 clusters Score -148103.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (61882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61882 members 
Entering Unmasked Estep 
Score: -7864261.000000 Penalty: 1641.708130
	Iteration 0F: 2 clusters Score -7864261 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30644 members 
Mstep: Class 2 contains 31238 members 
Entering Unmasked Estep 
Score: -7825465.000000 Penalty: 3283.416260
	Iteration 0F: 3 clusters Score -7825465 nChanged 28903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27321 members 
Mstep: Class 2 contains 34561 members 
Entering Unmasked Estep 
Score: -7842087.000000 Penalty: 3283.416260
	Iteration 1F: 3 clusters Score -7842087 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25096 members 
Mstep: Class 2 contains 36786 members 
Entering Unmasked Estep 
Score: -7843384.000000 Penalty: 3283.416260
	Iteration 2Q: 3 clusters Score -7843384 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22013 members 
Mstep: Class 2 contains 39869 members 
Entering Unmasked Estep 
Score: -7845193.500000 Penalty: 3283.416260
	Iteration 3F: 3 clusters Score -7845194 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 43981 members 
Entering Unmasked Estep 
Score: -7848012.500000 Penalty: 3283.416260
	Iteration 4F: 3 clusters Score -7848012 nChanged 4935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 48660 members 
Entering Unmasked Estep 
Score: -7851613.000000 Penalty: 3283.416260
	Iteration 5F: 3 clusters Score -7851613 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 53087 members 
Entering Unmasked Estep 
Score: -7855418.000000 Penalty: 3283.416260
	Iteration 6F: 3 clusters Score -7855418 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 56569 members 
Entering Unmasked Estep 
Score: -7858549.000000 Penalty: 3283.416260
	Iteration 7F: 3 clusters Score -7858549 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 58773 members 
Entering Unmasked Estep 
Score: -7860568.000000 Penalty: 3283.416260
	Iteration 8Q: 3 clusters Score -7860568 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 60051 members 
Entering Unmasked Estep 
Score: -7861712.500000 Penalty: 3283.416260
	Iteration 9Q: 3 clusters Score -7861712 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 60739 members 
Entering Unmasked Estep 
Score: -7862270.500000 Penalty: 3283.416260
	Iteration 10Q: 3 clusters Score -7862270 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 61068 members 
Entering Unmasked Estep 
Score: -7862562.000000 Penalty: 3283.416260
	Iteration 11Q: 3 clusters Score -7862562 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 61217 members 
Entering Unmasked Estep 
Score: -7862698.000000 Penalty: 3283.416260
	Iteration 12Q: 3 clusters Score -7862698 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 61317 members 
Entering Unmasked Estep 
Score: -7862796.000000 Penalty: 3283.416260
	Iteration 13Q: 3 clusters Score -7862796 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 61381 members 
Entering Unmasked Estep 
Score: -7862868.500000 Penalty: 3283.416260
	Iteration 14Q: 3 clusters Score -7862868 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 61420 members 
Entering Unmasked Estep 
Score: -7862914.000000 Penalty: 3283.416260
	Iteration 15Q: 3 clusters Score -7862914 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 61442 members 
Entering Unmasked Estep 
Score: -7862936.000000 Penalty: 3283.416260
	Iteration 16Q: 3 clusters Score -7862936 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 61452 members 
Entering Unmasked Estep 
Score: -7862943.500000 Penalty: 3283.416260
	Iteration 17Q: 3 clusters Score -7862944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 61457 members 
Entering Unmasked Estep 
Score: -7862956.500000 Penalty: 3283.416260
	Iteration 18Q: 3 clusters Score -7862956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 61462 members 
Entering Unmasked Estep 
Score: -7862965.500000 Penalty: 3283.416260
	Iteration 19Q: 3 clusters Score -7862966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 61465 members 
Entering Unmasked Estep 
Score: -7862981.000000 Penalty: 3283.416260
	Iteration 20F: 3 clusters Score -7862981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 61465 members 
Entering Unmasked Estep 
Score: -7862984.500000 Penalty: 3283.416260
	Iteration 21Q: 3 clusters Score -7862984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 61467 members 
Entering Unmasked Estep 
Score: -7862982.000000 Penalty: 3283.416260
	Iteration 22Q: 3 clusters Score -7862982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 61473 members 
Entering Unmasked Estep 
Score: -7862989.500000 Penalty: 3283.416260
	Iteration 23Q: 3 clusters Score -7862990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 61474 members 
Entering Unmasked Estep 
Score: -7862980.500000 Penalty: 3283.416260
	Iteration 24Q: 3 clusters Score -7862980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 61474 members 
Entering Unmasked Estep 
Score: -7862980.500000 Penalty: 3283.416260
	Iteration 25F: 3 clusters Score -7862980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (34194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34194 members 
Entering Unmasked Estep 
Score: -4325123.000000 Penalty: 1553.442993
	Iteration 0F: 2 clusters Score -4325123 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -4302939.500000 Penalty: 3106.885986
	Iteration 0F: 3 clusters Score -4302940 nChanged 15416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -4311341.000000 Penalty: 3106.885986
	Iteration 1F: 3 clusters Score -4311341 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -4311787.500000 Penalty: 3106.885986
	Iteration 2Q: 3 clusters Score -4311788 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -4312181.000000 Penalty: 3106.885986
	Iteration 3Q: 3 clusters Score -4312181 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -4312583.500000 Penalty: 3106.885986
	Iteration 4Q: 3 clusters Score -4312584 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -4313014.000000 Penalty: 3106.885986
	Iteration 5Q: 3 clusters Score -4313014 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -4313593.000000 Penalty: 3106.885986
	Iteration 6Q: 3 clusters Score -4313593 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22424 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -4314420.500000 Penalty: 3106.885986
	Iteration 7Q: 3 clusters Score -4314420 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24292 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -4315667.500000 Penalty: 3106.885986
	Iteration 8F: 3 clusters Score -4315668 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26391 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -4317257.000000 Penalty: 3106.885986
	Iteration 9F: 3 clusters Score -4317257 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28520 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -4319045.000000 Penalty: 3106.885986
	Iteration 10F: 3 clusters Score -4319045 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30464 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -4320765.500000 Penalty: 3106.885986
	Iteration 11F: 3 clusters Score -4320766 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31909 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -4322008.000000 Penalty: 3106.885986
	Iteration 12Q: 3 clusters Score -4322008 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32823 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -4322818.500000 Penalty: 3106.885986
	Iteration 13Q: 3 clusters Score -4322818 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33308 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -4323257.000000 Penalty: 3106.885986
	Iteration 14Q: 3 clusters Score -4323257 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33563 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -4323497.000000 Penalty: 3106.885986
	Iteration 15Q: 3 clusters Score -4323497 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33722 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -4323657.500000 Penalty: 3106.885986
	Iteration 16Q: 3 clusters Score -4323658 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33787 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -4323725.000000 Penalty: 3106.885986
	Iteration 17Q: 3 clusters Score -4323725 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33817 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -4323784.500000 Penalty: 3106.885986
	Iteration 18Q: 3 clusters Score -4323784 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33837 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -4323793.000000 Penalty: 3106.885986
	Iteration 19Q: 3 clusters Score -4323793 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33844 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -4323801.500000 Penalty: 3106.885986
	Iteration 20F: 3 clusters Score -4323802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33852 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -4323808.500000 Penalty: 3106.885986
	Iteration 21Q: 3 clusters Score -4323808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33853 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -4323812.000000 Penalty: 3106.885986
	Iteration 22Q: 3 clusters Score -4323812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33857 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -4323815.500000 Penalty: 3106.885986
	Iteration 23Q: 3 clusters Score -4323816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33857 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -4323818.500000 Penalty: 3106.885986
	Iteration 24Q: 3 clusters Score -4323818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33859 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -4323818.000000 Penalty: 3106.885986
	Iteration 25Q: 3 clusters Score -4323818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33860 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -4323822.500000 Penalty: 3106.885986
	Iteration 26Q: 3 clusters Score -4323822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33862 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -4323822.500000 Penalty: 3106.885986
	Iteration 27Q: 3 clusters Score -4323822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33864 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -4323823.000000 Penalty: 3106.885986
	Iteration 28Q: 3 clusters Score -4323823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33865 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -4323819.000000 Penalty: 3106.885986
	Iteration 29Q: 3 clusters Score -4323819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33866 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -4323825.000000 Penalty: 3106.885986
	Iteration 30Q: 3 clusters Score -4323825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33866 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -4323825.000000 Penalty: 3106.885986
	Iteration 31F: 3 clusters Score -4323825 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Entering Unmasked Estep 
Score: -381073.781250 Penalty: 1204.125244
	Iteration 0F: 2 clusters Score -381073.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -378428.218750 Penalty: 2408.250488
	Iteration 0F: 3 clusters Score -378428.2 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -379183.218750 Penalty: 2408.250488
	Iteration 1F: 3 clusters Score -379183.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -379373.937500 Penalty: 2408.250488
	Iteration 2F: 3 clusters Score -379373.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -379499.093750 Penalty: 2408.250488
	Iteration 3F: 3 clusters Score -379499.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -379602.875000 Penalty: 2408.250488
	Iteration 4Q: 3 clusters Score -379602.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -379714.031250 Penalty: 2408.250488
	Iteration 5Q: 3 clusters Score -379714 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -379801.375000 Penalty: 2408.250488
	Iteration 6Q: 3 clusters Score -379801.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -379892.750000 Penalty: 2408.250488
	Iteration 7Q: 3 clusters Score -379892.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -380011.125000 Penalty: 2408.250488
	Iteration 8Q: 3 clusters Score -380011.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -380138.968750 Penalty: 2408.250488
	Iteration 9Q: 3 clusters Score -380139 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -380278.250000 Penalty: 2408.250488
	Iteration 10Q: 3 clusters Score -380278.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -380419.687500 Penalty: 2408.250488
	Iteration 11Q: 3 clusters Score -380419.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -380561.218750 Penalty: 2408.250488
	Iteration 12Q: 3 clusters Score -380561.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -380651.406250 Penalty: 2408.250488
	Iteration 13Q: 3 clusters Score -380651.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -380726.906250 Penalty: 2408.250488
	Iteration 14Q: 3 clusters Score -380726.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -380818.750000 Penalty: 2408.250488
	Iteration 15Q: 3 clusters Score -380818.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -380866.531250 Penalty: 2408.250488
	Iteration 16Q: 3 clusters Score -380866.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -380898.406250 Penalty: 2408.250488
	Iteration 17Q: 3 clusters Score -380898.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -380910.812500 Penalty: 2408.250488
	Iteration 18Q: 3 clusters Score -380910.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -380919.968750 Penalty: 2408.250488
	Iteration 19Q: 3 clusters Score -380920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -380928.343750 Penalty: 2408.250488
	Iteration 20F: 3 clusters Score -380928.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -380934.125000 Penalty: 2408.250488
	Iteration 21Q: 3 clusters Score -380934.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -380934.781250 Penalty: 2408.250488
	Iteration 22Q: 3 clusters Score -380934.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -380935.937500 Penalty: 2408.250488
	Iteration 23Q: 3 clusters Score -380935.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -380936.937500 Penalty: 2408.250488
	Iteration 24Q: 3 clusters Score -380936.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -380937.500000 Penalty: 2408.250488
	Iteration 25Q: 3 clusters Score -380937.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -380937.500000 Penalty: 2408.250488
	Iteration 26F: 3 clusters Score -380937.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Entering Unmasked Estep 
Score: -678222.250000 Penalty: 1285.227905
	Iteration 0F: 2 clusters Score -678222.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -674156.437500 Penalty: 2570.455811
	Iteration 0F: 3 clusters Score -674156.4 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -675444.562500 Penalty: 2570.455811
	Iteration 1F: 3 clusters Score -675444.6 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -675684.312500 Penalty: 2570.455811
	Iteration 2F: 3 clusters Score -675684.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -675841.500000 Penalty: 2570.455811
	Iteration 3Q: 3 clusters Score -675841.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -675980.875000 Penalty: 2570.455811
	Iteration 4Q: 3 clusters Score -675980.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -676136.437500 Penalty: 2570.455811
	Iteration 5Q: 3 clusters Score -676136.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -676291.625000 Penalty: 2570.455811
	Iteration 6Q: 3 clusters Score -676291.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -676440.750000 Penalty: 2570.455811
	Iteration 7Q: 3 clusters Score -676440.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -676556.250000 Penalty: 2570.455811
	Iteration 8Q: 3 clusters Score -676556.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -676665.562500 Penalty: 2570.455811
	Iteration 9Q: 3 clusters Score -676665.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -676760.312500 Penalty: 2570.455811
	Iteration 10Q: 3 clusters Score -676760.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -676836.625000 Penalty: 2570.455811
	Iteration 11Q: 3 clusters Score -676836.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -676897.875000 Penalty: 2570.455811
	Iteration 12Q: 3 clusters Score -676897.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -676950.562500 Penalty: 2570.455811
	Iteration 13Q: 3 clusters Score -676950.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -676997.687500 Penalty: 2570.455811
	Iteration 14Q: 3 clusters Score -676997.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -677044.187500 Penalty: 2570.455811
	Iteration 15Q: 3 clusters Score -677044.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -677091.875000 Penalty: 2570.455811
	Iteration 16Q: 3 clusters Score -677091.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -677129.187500 Penalty: 2570.455811
	Iteration 17Q: 3 clusters Score -677129.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -677164.562500 Penalty: 2570.455811
	Iteration 18Q: 3 clusters Score -677164.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -677192.062500 Penalty: 2570.455811
	Iteration 19Q: 3 clusters Score -677192.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -677215.187500 Penalty: 2570.455811
	Iteration 20F: 3 clusters Score -677215.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -677228.312500 Penalty: 2570.455811
	Iteration 21Q: 3 clusters Score -677228.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -677237.250000 Penalty: 2570.455811
	Iteration 22Q: 3 clusters Score -677237.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -677245.687500 Penalty: 2570.455811
	Iteration 23Q: 3 clusters Score -677245.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -677255.875000 Penalty: 2570.455811
	Iteration 24Q: 3 clusters Score -677255.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -677257.937500 Penalty: 2570.455811
	Iteration 25Q: 3 clusters Score -677257.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -677263.250000 Penalty: 2570.455811
	Iteration 26Q: 3 clusters Score -677263.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -677266.625000 Penalty: 2570.455811
	Iteration 27Q: 3 clusters Score -677266.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -677269.375000 Penalty: 2570.455811
	Iteration 28Q: 3 clusters Score -677269.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -677272.562500 Penalty: 2570.455811
	Iteration 29Q: 3 clusters Score -677272.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -677277.375000 Penalty: 2570.455811
	Iteration 30Q: 3 clusters Score -677277.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -677278.125000 Penalty: 2570.455811
	Iteration 31Q: 3 clusters Score -677278.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -677279.687500 Penalty: 2570.455811
	Iteration 32Q: 3 clusters Score -677279.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -677279.375000 Penalty: 2570.455811
	Iteration 33Q: 3 clusters Score -677279.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -677281.062500 Penalty: 2570.455811
	Iteration 34Q: 3 clusters Score -677281.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -677280.750000 Penalty: 2570.455811
	Iteration 35Q: 3 clusters Score -677280.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -677280.500000 Penalty: 2570.455811
	Iteration 36Q: 3 clusters Score -677280.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -677280.500000 Penalty: 2570.455811
	Iteration 37F: 3 clusters Score -677280.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Entering Unmasked Estep 
Score: -2198626.500000 Penalty: 1453.121948
	Iteration 0F: 2 clusters Score -2198626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -2187235.000000 Penalty: 2906.243896
	Iteration 0F: 3 clusters Score -2187235 nChanged 7565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -2191342.250000 Penalty: 2906.243896
	Iteration 1F: 3 clusters Score -2191342 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -2191707.750000 Penalty: 2906.243896
	Iteration 2F: 3 clusters Score -2191708 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -2192038.500000 Penalty: 2906.243896
	Iteration 3Q: 3 clusters Score -2192038 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -2192381.750000 Penalty: 2906.243896
	Iteration 4Q: 3 clusters Score -2192382 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -2192764.250000 Penalty: 2906.243896
	Iteration 5Q: 3 clusters Score -2192764 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -2193254.500000 Penalty: 2906.243896
	Iteration 6Q: 3 clusters Score -2193254 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -2193913.000000 Penalty: 2906.243896
	Iteration 7F: 3 clusters Score -2193913 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -2194691.250000 Penalty: 2906.243896
	Iteration 8F: 3 clusters Score -2194691 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -2195521.500000 Penalty: 2906.243896
	Iteration 9F: 3 clusters Score -2195522 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -2196229.000000 Penalty: 2906.243896
	Iteration 10Q: 3 clusters Score -2196229 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -2196700.000000 Penalty: 2906.243896
	Iteration 11Q: 3 clusters Score -2196700 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -2197031.000000 Penalty: 2906.243896
	Iteration 12Q: 3 clusters Score -2197031 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -2197206.750000 Penalty: 2906.243896
	Iteration 13Q: 3 clusters Score -2197207 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -2197343.000000 Penalty: 2906.243896
	Iteration 14Q: 3 clusters Score -2197343 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -2197537.000000 Penalty: 2906.243896
	Iteration 15Q: 3 clusters Score -2197537 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -2197661.250000 Penalty: 2906.243896
	Iteration 16Q: 3 clusters Score -2197661 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -2197728.000000 Penalty: 2906.243896
	Iteration 17Q: 3 clusters Score -2197728 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -2197762.750000 Penalty: 2906.243896
	Iteration 18Q: 3 clusters Score -2197763 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -2197785.250000 Penalty: 2906.243896
	Iteration 19Q: 3 clusters Score -2197785 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -2197797.000000 Penalty: 2906.243896
	Iteration 20F: 3 clusters Score -2197797 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -2197806.250000 Penalty: 2906.243896
	Iteration 21Q: 3 clusters Score -2197806 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -2197814.000000 Penalty: 2906.243896
	Iteration 22Q: 3 clusters Score -2197814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -2197820.000000 Penalty: 2906.243896
	Iteration 23Q: 3 clusters Score -2197820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -2197826.000000 Penalty: 2906.243896
	Iteration 24Q: 3 clusters Score -2197826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -2197828.750000 Penalty: 2906.243896
	Iteration 25Q: 3 clusters Score -2197829 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -2197840.000000 Penalty: 2906.243896
	Iteration 26Q: 3 clusters Score -2197840 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -2197853.000000 Penalty: 2906.243896
	Iteration 27Q: 3 clusters Score -2197853 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -2197859.000000 Penalty: 2906.243896
	Iteration 28Q: 3 clusters Score -2197859 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -2197863.000000 Penalty: 2906.243896
	Iteration 29Q: 3 clusters Score -2197863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -2197864.750000 Penalty: 2906.243896
	Iteration 30Q: 3 clusters Score -2197865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -2197872.250000 Penalty: 2906.243896
	Iteration 31Q: 3 clusters Score -2197872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -2197874.500000 Penalty: 2906.243896
	Iteration 32Q: 3 clusters Score -2197874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -2197878.250000 Penalty: 2906.243896
	Iteration 33Q: 3 clusters Score -2197878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -2197879.750000 Penalty: 2906.243896
	Iteration 34Q: 3 clusters Score -2197880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -2197880.250000 Penalty: 2906.243896
	Iteration 35Q: 3 clusters Score -2197880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -2197885.250000 Penalty: 2906.243896
	Iteration 36Q: 3 clusters Score -2197885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -2197885.250000 Penalty: 2906.243896
	Iteration 37Q: 3 clusters Score -2197885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -2197888.500000 Penalty: 2906.243896
	Iteration 38Q: 3 clusters Score -2197888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -2197888.500000 Penalty: 2906.243896
	Iteration 39Q: 3 clusters Score -2197888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -2197889.000000 Penalty: 2906.243896
	Iteration 40F: 3 clusters Score -2197889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -2197889.250000 Penalty: 2906.243896
	Iteration 41Q: 3 clusters Score -2197889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -2197892.500000 Penalty: 2906.243896
	Iteration 42Q: 3 clusters Score -2197892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -2197896.000000 Penalty: 2906.243896
	Iteration 43Q: 3 clusters Score -2197896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -2197894.500000 Penalty: 2906.243896
	Iteration 44Q: 3 clusters Score -2197894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -2197894.500000 Penalty: 2906.243896
	Iteration 45F: 3 clusters Score -2197894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Entering Unmasked Estep 
Score: -1248298.250000 Penalty: 1376.349121
	Iteration 0F: 2 clusters Score -1248298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1241385.375000 Penalty: 2752.698242
	Iteration 0F: 3 clusters Score -1241385 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1243714.500000 Penalty: 2752.698242
	Iteration 1F: 3 clusters Score -1243714 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1244004.875000 Penalty: 2752.698242
	Iteration 2F: 3 clusters Score -1244005 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1244214.250000 Penalty: 2752.698242
	Iteration 3Q: 3 clusters Score -1244214 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1244405.750000 Penalty: 2752.698242
	Iteration 4Q: 3 clusters Score -1244406 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1244568.375000 Penalty: 2752.698242
	Iteration 5Q: 3 clusters Score -1244568 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1244722.125000 Penalty: 2752.698242
	Iteration 6Q: 3 clusters Score -1244722 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1244870.250000 Penalty: 2752.698242
	Iteration 7Q: 3 clusters Score -1244870 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1245057.875000 Penalty: 2752.698242
	Iteration 8Q: 3 clusters Score -1245058 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1245303.125000 Penalty: 2752.698242
	Iteration 9Q: 3 clusters Score -1245303 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1245624.125000 Penalty: 2752.698242
	Iteration 10Q: 3 clusters Score -1245624 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1245970.875000 Penalty: 2752.698242
	Iteration 11Q: 3 clusters Score -1245971 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1246348.750000 Penalty: 2752.698242
	Iteration 12Q: 3 clusters Score -1246349 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1246679.250000 Penalty: 2752.698242
	Iteration 13Q: 3 clusters Score -1246679 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1246936.375000 Penalty: 2752.698242
	Iteration 14Q: 3 clusters Score -1246936 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1247112.250000 Penalty: 2752.698242
	Iteration 15Q: 3 clusters Score -1247112 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1247251.750000 Penalty: 2752.698242
	Iteration 16Q: 3 clusters Score -1247252 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1247333.000000 Penalty: 2752.698242
	Iteration 17Q: 3 clusters Score -1247333 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1247387.500000 Penalty: 2752.698242
	Iteration 18Q: 3 clusters Score -1247388 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1247421.125000 Penalty: 2752.698242
	Iteration 19Q: 3 clusters Score -1247421 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1247451.500000 Penalty: 2752.698242
	Iteration 20F: 3 clusters Score -1247452 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1247468.125000 Penalty: 2752.698242
	Iteration 21Q: 3 clusters Score -1247468 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1247488.250000 Penalty: 2752.698242
	Iteration 22Q: 3 clusters Score -1247488 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1247503.875000 Penalty: 2752.698242
	Iteration 23Q: 3 clusters Score -1247504 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1247516.750000 Penalty: 2752.698242
	Iteration 24Q: 3 clusters Score -1247517 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1247526.000000 Penalty: 2752.698242
	Iteration 25Q: 3 clusters Score -1247526 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1247534.750000 Penalty: 2752.698242
	Iteration 26Q: 3 clusters Score -1247535 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1247544.375000 Penalty: 2752.698242
	Iteration 27Q: 3 clusters Score -1247544 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1247557.250000 Penalty: 2752.698242
	Iteration 28Q: 3 clusters Score -1247557 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1247566.125000 Penalty: 2752.698242
	Iteration 29Q: 3 clusters Score -1247566 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1247576.125000 Penalty: 2752.698242
	Iteration 30Q: 3 clusters Score -1247576 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1247582.000000 Penalty: 2752.698242
	Iteration 31Q: 3 clusters Score -1247582 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1247585.250000 Penalty: 2752.698242
	Iteration 32Q: 3 clusters Score -1247585 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1247587.000000 Penalty: 2752.698242
	Iteration 33Q: 3 clusters Score -1247587 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1247589.625000 Penalty: 2752.698242
	Iteration 34Q: 3 clusters Score -1247590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1247592.500000 Penalty: 2752.698242
	Iteration 35Q: 3 clusters Score -1247592 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1247591.375000 Penalty: 2752.698242
	Iteration 36Q: 3 clusters Score -1247591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1247592.750000 Penalty: 2752.698242
	Iteration 37Q: 3 clusters Score -1247593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1247595.250000 Penalty: 2752.698242
	Iteration 38Q: 3 clusters Score -1247595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1247595.250000 Penalty: 2752.698242
	Iteration 39F: 3 clusters Score -1247595 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (31220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31220 members 
Entering Unmasked Estep 
Score: -3655811.500000 Penalty: 1539.903564
	Iteration 0F: 2 clusters Score -3655812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -3635361.250000 Penalty: 3079.807129
	Iteration 0F: 3 clusters Score -3635361 nChanged 14195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -3643172.750000 Penalty: 3079.807129
	Iteration 1F: 3 clusters Score -3643173 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -3643621.750000 Penalty: 3079.807129
	Iteration 2Q: 3 clusters Score -3643622 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -3644054.250000 Penalty: 3079.807129
	Iteration 3Q: 3 clusters Score -3644054 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -3644570.750000 Penalty: 3079.807129
	Iteration 4Q: 3 clusters Score -3644571 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -3645181.500000 Penalty: 3079.807129
	Iteration 5Q: 3 clusters Score -3645182 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21446 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -3646100.750000 Penalty: 3079.807129
	Iteration 6F: 3 clusters Score -3646101 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -3647377.250000 Penalty: 3079.807129
	Iteration 7F: 3 clusters Score -3647377 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25384 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -3649147.250000 Penalty: 3079.807129
	Iteration 8F: 3 clusters Score -3649147 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27543 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -3651161.500000 Penalty: 3079.807129
	Iteration 9F: 3 clusters Score -3651162 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29262 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -3652831.750000 Penalty: 3079.807129
	Iteration 10F: 3 clusters Score -3652832 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30214 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -3653744.000000 Penalty: 3079.807129
	Iteration 11Q: 3 clusters Score -3653744 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30633 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -3654191.250000 Penalty: 3079.807129
	Iteration 12Q: 3 clusters Score -3654191 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30796 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -3654415.250000 Penalty: 3079.807129
	Iteration 13Q: 3 clusters Score -3654415 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30882 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -3654523.250000 Penalty: 3079.807129
	Iteration 14Q: 3 clusters Score -3654523 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30915 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3654578.000000 Penalty: 3079.807129
	Iteration 15Q: 3 clusters Score -3654578 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30932 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -3654604.250000 Penalty: 3079.807129
	Iteration 16Q: 3 clusters Score -3654604 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30941 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -3654616.000000 Penalty: 3079.807129
	Iteration 17Q: 3 clusters Score -3654616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30946 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -3654631.250000 Penalty: 3079.807129
	Iteration 18Q: 3 clusters Score -3654631 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30946 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -3654637.250000 Penalty: 3079.807129
	Iteration 19Q: 3 clusters Score -3654637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30947 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -3654636.250000 Penalty: 3079.807129
	Iteration 20F: 3 clusters Score -3654636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30946 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -3654638.750000 Penalty: 3079.807129
	Iteration 21Q: 3 clusters Score -3654639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30945 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -3654642.250000 Penalty: 3079.807129
	Iteration 22Q: 3 clusters Score -3654642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30945 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -3654642.250000 Penalty: 3079.807129
	Iteration 23F: 3 clusters Score -3654642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (64369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64369 members 
Entering Unmasked Estep 
Score: -8028777.500000 Penalty: 1647.571289
	Iteration 0F: 2 clusters Score -8028778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32224 members 
Mstep: Class 2 contains 32145 members 
Entering Unmasked Estep 
Score: -7988883.500000 Penalty: 3295.142578
	Iteration 0F: 3 clusters Score -7988884 nChanged 29730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32562 members 
Mstep: Class 2 contains 31807 members 
Entering Unmasked Estep 
Score: -8005440.000000 Penalty: 3295.142578
	Iteration 1F: 3 clusters Score -8005440 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32834 members 
Mstep: Class 2 contains 31535 members 
Entering Unmasked Estep 
Score: -8006100.500000 Penalty: 3295.142578
	Iteration 2Q: 3 clusters Score -8006100 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33253 members 
Mstep: Class 2 contains 31116 members 
Entering Unmasked Estep 
Score: -8006708.500000 Penalty: 3295.142578
	Iteration 3Q: 3 clusters Score -8006708 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33837 members 
Mstep: Class 2 contains 30532 members 
Entering Unmasked Estep 
Score: -8007285.000000 Penalty: 3295.142578
	Iteration 4Q: 3 clusters Score -8007285 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34614 members 
Mstep: Class 2 contains 29755 members 
Entering Unmasked Estep 
Score: -8007842.000000 Penalty: 3295.142578
	Iteration 5Q: 3 clusters Score -8007842 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35775 members 
Mstep: Class 2 contains 28594 members 
Entering Unmasked Estep 
Score: -8008565.500000 Penalty: 3295.142578
	Iteration 6Q: 3 clusters Score -8008566 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37213 members 
Mstep: Class 2 contains 27156 members 
Entering Unmasked Estep 
Score: -8009350.500000 Penalty: 3295.142578
	Iteration 7Q: 3 clusters Score -8009350 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39086 members 
Mstep: Class 2 contains 25283 members 
Entering Unmasked Estep 
Score: -8010397.000000 Penalty: 3295.142578
	Iteration 8Q: 3 clusters Score -8010397 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41453 members 
Mstep: Class 2 contains 22916 members 
Entering Unmasked Estep 
Score: -8011792.500000 Penalty: 3295.142578
	Iteration 9Q: 3 clusters Score -8011792 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44275 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -8013652.000000 Penalty: 3295.142578
	Iteration 10F: 3 clusters Score -8013652 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47212 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -8015612.500000 Penalty: 3295.142578
	Iteration 11F: 3 clusters Score -8015612 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50079 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -8017431.000000 Penalty: 3295.142578
	Iteration 12Q: 3 clusters Score -8017431 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52880 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -8019114.500000 Penalty: 3295.142578
	Iteration 13Q: 3 clusters Score -8019114 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55582 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -8020910.500000 Penalty: 3295.142578
	Iteration 14Q: 3 clusters Score -8020910 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58002 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -8022605.000000 Penalty: 3295.142578
	Iteration 15Q: 3 clusters Score -8022605 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60022 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -8024198.000000 Penalty: 3295.142578
	Iteration 16Q: 3 clusters Score -8024198 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61483 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -8025281.000000 Penalty: 3295.142578
	Iteration 17Q: 3 clusters Score -8025281 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62402 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -8026040.500000 Penalty: 3295.142578
	Iteration 18Q: 3 clusters Score -8026040 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62943 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -8026469.500000 Penalty: 3295.142578
	Iteration 19Q: 3 clusters Score -8026470 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63255 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -8026748.000000 Penalty: 3295.142578
	Iteration 20F: 3 clusters Score -8026748 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63445 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -8026940.500000 Penalty: 3295.142578
	Iteration 21Q: 3 clusters Score -8026940 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63549 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -8027055.000000 Penalty: 3295.142578
	Iteration 22Q: 3 clusters Score -8027055 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63611 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -8027119.000000 Penalty: 3295.142578
	Iteration 23Q: 3 clusters Score -8027119 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63670 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -8027190.000000 Penalty: 3295.142578
	Iteration 24Q: 3 clusters Score -8027190 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63709 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -8027220.500000 Penalty: 3295.142578
	Iteration 25Q: 3 clusters Score -8027220 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63743 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -8027236.000000 Penalty: 3295.142578
	Iteration 26Q: 3 clusters Score -8027236 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63763 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -8027262.000000 Penalty: 3295.142578
	Iteration 27Q: 3 clusters Score -8027262 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63782 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -8027287.000000 Penalty: 3295.142578
	Iteration 28Q: 3 clusters Score -8027287 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63793 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -8027292.500000 Penalty: 3295.142578
	Iteration 29Q: 3 clusters Score -8027292 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63802 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -8027308.000000 Penalty: 3295.142578
	Iteration 30Q: 3 clusters Score -8027308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63808 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -8027322.500000 Penalty: 3295.142578
	Iteration 31Q: 3 clusters Score -8027322 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63811 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -8027333.000000 Penalty: 3295.142578
	Iteration 32Q: 3 clusters Score -8027333 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63816 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -8027327.500000 Penalty: 3295.142578
	Iteration 33Q: 3 clusters Score -8027328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63823 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -8027328.500000 Penalty: 3295.142578
	Iteration 34Q: 3 clusters Score -8027328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63821 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -8027331.500000 Penalty: 3295.142578
	Iteration 35Q: 3 clusters Score -8027332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63822 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -8027334.000000 Penalty: 3295.142578
	Iteration 36Q: 3 clusters Score -8027334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63823 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -8027332.500000 Penalty: 3295.142578
	Iteration 37Q: 3 clusters Score -8027332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63825 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -8027337.000000 Penalty: 3295.142578
	Iteration 38Q: 3 clusters Score -8027337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63828 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -8027338.500000 Penalty: 3295.142578
	Iteration 39Q: 3 clusters Score -8027338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63829 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -8027339.500000 Penalty: 3295.142578
	Iteration 40F: 3 clusters Score -8027340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63828 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -8027334.000000 Penalty: 3295.142578
	Iteration 41Q: 3 clusters Score -8027334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63828 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -8027334.000000 Penalty: 3295.142578
	Iteration 42F: 3 clusters Score -8027334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Entering Unmasked Estep 
Score: -198286.515625 Penalty: 1118.202148
	Iteration 0F: 2 clusters Score -198286.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -196533.890625 Penalty: 2236.404297
	Iteration 0F: 3 clusters Score -196533.9 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -197053.796875 Penalty: 2236.404297
	Iteration 1F: 3 clusters Score -197053.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -197191.609375 Penalty: 2236.404297
	Iteration 2F: 3 clusters Score -197191.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -197286.734375 Penalty: 2236.404297
	Iteration 3Q: 3 clusters Score -197286.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -197338.203125 Penalty: 2236.404297
	Iteration 4Q: 3 clusters Score -197338.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -197373.640625 Penalty: 2236.404297
	Iteration 5Q: 3 clusters Score -197373.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -197395.328125 Penalty: 2236.404297
	Iteration 6Q: 3 clusters Score -197395.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -197411.578125 Penalty: 2236.404297
	Iteration 7Q: 3 clusters Score -197411.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -197425.515625 Penalty: 2236.404297
	Iteration 8Q: 3 clusters Score -197425.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -197438.625000 Penalty: 2236.404297
	Iteration 9Q: 3 clusters Score -197438.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -197454.671875 Penalty: 2236.404297
	Iteration 10Q: 3 clusters Score -197454.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -197468.156250 Penalty: 2236.404297
	Iteration 11Q: 3 clusters Score -197468.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -197476.687500 Penalty: 2236.404297
	Iteration 12Q: 3 clusters Score -197476.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -197482.421875 Penalty: 2236.404297
	Iteration 13Q: 3 clusters Score -197482.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -197489.953125 Penalty: 2236.404297
	Iteration 14Q: 3 clusters Score -197490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -197494.921875 Penalty: 2236.404297
	Iteration 15Q: 3 clusters Score -197494.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -197498.890625 Penalty: 2236.404297
	Iteration 16Q: 3 clusters Score -197498.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -197501.609375 Penalty: 2236.404297
	Iteration 17Q: 3 clusters Score -197501.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -197503.390625 Penalty: 2236.404297
	Iteration 18Q: 3 clusters Score -197503.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -197504.390625 Penalty: 2236.404297
	Iteration 19Q: 3 clusters Score -197504.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -197507.703125 Penalty: 2236.404297
	Iteration 20F: 3 clusters Score -197507.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -197509.859375 Penalty: 2236.404297
	Iteration 21Q: 3 clusters Score -197509.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -197514.328125 Penalty: 2236.404297
	Iteration 22Q: 3 clusters Score -197514.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -197520.265625 Penalty: 2236.404297
	Iteration 23Q: 3 clusters Score -197520.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -197525.531250 Penalty: 2236.404297
	Iteration 24Q: 3 clusters Score -197525.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -197531.656250 Penalty: 2236.404297
	Iteration 25Q: 3 clusters Score -197531.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -197535.125000 Penalty: 2236.404297
	Iteration 26Q: 3 clusters Score -197535.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -197540.359375 Penalty: 2236.404297
	Iteration 27Q: 3 clusters Score -197540.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -197544.484375 Penalty: 2236.404297
	Iteration 28Q: 3 clusters Score -197544.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -197548.828125 Penalty: 2236.404297
	Iteration 29Q: 3 clusters Score -197548.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -197554.515625 Penalty: 2236.404297
	Iteration 30Q: 3 clusters Score -197554.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -197560.328125 Penalty: 2236.404297
	Iteration 31Q: 3 clusters Score -197560.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -197564.500000 Penalty: 2236.404297
	Iteration 32Q: 3 clusters Score -197564.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -197570.671875 Penalty: 2236.404297
	Iteration 33Q: 3 clusters Score -197570.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -197573.828125 Penalty: 2236.404297
	Iteration 34Q: 3 clusters Score -197573.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -197578.015625 Penalty: 2236.404297
	Iteration 35Q: 3 clusters Score -197578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -197582.906250 Penalty: 2236.404297
	Iteration 36Q: 3 clusters Score -197582.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -197584.625000 Penalty: 2236.404297
	Iteration 37Q: 3 clusters Score -197584.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -197587.062500 Penalty: 2236.404297
	Iteration 38Q: 3 clusters Score -197587.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -197588.875000 Penalty: 2236.404297
	Iteration 39Q: 3 clusters Score -197588.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -197588.875000 Penalty: 2236.404297
	Iteration 40F: 3 clusters Score -197588.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Entering Unmasked Estep 
Score: -147986.828125 Penalty: 1069.298340
	Iteration 0F: 2 clusters Score -147986.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -146542.875000 Penalty: 2138.596680
	Iteration 0F: 3 clusters Score -146542.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -146921.953125 Penalty: 2138.596680
	Iteration 1F: 3 clusters Score -146922 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -147040.984375 Penalty: 2138.596680
	Iteration 2F: 3 clusters Score -147041 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -147101.859375 Penalty: 2138.596680
	Iteration 3Q: 3 clusters Score -147101.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -147131.000000 Penalty: 2138.596680
	Iteration 4Q: 3 clusters Score -147131 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -147171.921875 Penalty: 2138.596680
	Iteration 5Q: 3 clusters Score -147171.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -147195.734375 Penalty: 2138.596680
	Iteration 6Q: 3 clusters Score -147195.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -147212.359375 Penalty: 2138.596680
	Iteration 7Q: 3 clusters Score -147212.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -147229.390625 Penalty: 2138.596680
	Iteration 8Q: 3 clusters Score -147229.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -147239.890625 Penalty: 2138.596680
	Iteration 9Q: 3 clusters Score -147239.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -147249.609375 Penalty: 2138.596680
	Iteration 10Q: 3 clusters Score -147249.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -147253.468750 Penalty: 2138.596680
	Iteration 11Q: 3 clusters Score -147253.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -147255.906250 Penalty: 2138.596680
	Iteration 12Q: 3 clusters Score -147255.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -147259.140625 Penalty: 2138.596680
	Iteration 13Q: 3 clusters Score -147259.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -147260.406250 Penalty: 2138.596680
	Iteration 14Q: 3 clusters Score -147260.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -147260.406250 Penalty: 2138.596680
	Iteration 15F: 3 clusters Score -147260.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Entering Unmasked Estep 
Score: -1108494.375000 Penalty: 1350.697144
	Iteration 0F: 2 clusters Score -1108494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1102588.125000 Penalty: 2701.394287
	Iteration 0F: 3 clusters Score -1102588 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1104422.750000 Penalty: 2701.394287
	Iteration 1F: 3 clusters Score -1104423 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1104686.250000 Penalty: 2701.394287
	Iteration 2F: 3 clusters Score -1104686 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1104860.250000 Penalty: 2701.394287
	Iteration 3Q: 3 clusters Score -1104860 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1104971.000000 Penalty: 2701.394287
	Iteration 4Q: 3 clusters Score -1104971 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1105057.250000 Penalty: 2701.394287
	Iteration 5Q: 3 clusters Score -1105057 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1105135.625000 Penalty: 2701.394287
	Iteration 6Q: 3 clusters Score -1105136 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1105214.875000 Penalty: 2701.394287
	Iteration 7Q: 3 clusters Score -1105215 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1105294.125000 Penalty: 2701.394287
	Iteration 8Q: 3 clusters Score -1105294 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1105381.500000 Penalty: 2701.394287
	Iteration 9Q: 3 clusters Score -1105382 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1105482.750000 Penalty: 2701.394287
	Iteration 10Q: 3 clusters Score -1105483 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1105609.250000 Penalty: 2701.394287
	Iteration 11Q: 3 clusters Score -1105609 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1105776.125000 Penalty: 2701.394287
	Iteration 12Q: 3 clusters Score -1105776 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1105974.125000 Penalty: 2701.394287
	Iteration 13Q: 3 clusters Score -1105974 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1106186.875000 Penalty: 2701.394287
	Iteration 14Q: 3 clusters Score -1106187 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1106403.125000 Penalty: 2701.394287
	Iteration 15Q: 3 clusters Score -1106403 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1106638.000000 Penalty: 2701.394287
	Iteration 16Q: 3 clusters Score -1106638 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1106831.250000 Penalty: 2701.394287
	Iteration 17Q: 3 clusters Score -1106831 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1106952.750000 Penalty: 2701.394287
	Iteration 18Q: 3 clusters Score -1106953 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1107051.375000 Penalty: 2701.394287
	Iteration 19Q: 3 clusters Score -1107051 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1107123.875000 Penalty: 2701.394287
	Iteration 20F: 3 clusters Score -1107124 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1107181.375000 Penalty: 2701.394287
	Iteration 21Q: 3 clusters Score -1107181 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1107227.750000 Penalty: 2701.394287
	Iteration 22Q: 3 clusters Score -1107228 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1107272.125000 Penalty: 2701.394287
	Iteration 23Q: 3 clusters Score -1107272 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1107302.250000 Penalty: 2701.394287
	Iteration 24Q: 3 clusters Score -1107302 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1107318.000000 Penalty: 2701.394287
	Iteration 25Q: 3 clusters Score -1107318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1107323.750000 Penalty: 2701.394287
	Iteration 26Q: 3 clusters Score -1107324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1107334.750000 Penalty: 2701.394287
	Iteration 27Q: 3 clusters Score -1107335 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1107340.625000 Penalty: 2701.394287
	Iteration 28Q: 3 clusters Score -1107341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1107343.375000 Penalty: 2701.394287
	Iteration 29Q: 3 clusters Score -1107343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1107343.875000 Penalty: 2701.394287
	Iteration 30Q: 3 clusters Score -1107344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1107349.375000 Penalty: 2701.394287
	Iteration 31Q: 3 clusters Score -1107349 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1107363.000000 Penalty: 2701.394287
	Iteration 32Q: 3 clusters Score -1107363 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1107375.000000 Penalty: 2701.394287
	Iteration 33Q: 3 clusters Score -1107375 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1107387.500000 Penalty: 2701.394287
	Iteration 34Q: 3 clusters Score -1107388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1107396.375000 Penalty: 2701.394287
	Iteration 35Q: 3 clusters Score -1107396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1107395.875000 Penalty: 2701.394287
	Iteration 36Q: 3 clusters Score -1107396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1107403.500000 Penalty: 2701.394287
	Iteration 37Q: 3 clusters Score -1107404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1107405.875000 Penalty: 2701.394287
	Iteration 38Q: 3 clusters Score -1107406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1107411.125000 Penalty: 2701.394287
	Iteration 39Q: 3 clusters Score -1107411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1107411.250000 Penalty: 2701.394287
	Iteration 40F: 3 clusters Score -1107411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1107413.000000 Penalty: 2701.394287
	Iteration 41Q: 3 clusters Score -1107413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1107415.375000 Penalty: 2701.394287
	Iteration 42Q: 3 clusters Score -1107415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1107416.375000 Penalty: 2701.394287
	Iteration 43Q: 3 clusters Score -1107416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1107421.000000 Penalty: 2701.394287
	Iteration 44Q: 3 clusters Score -1107421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1107423.250000 Penalty: 2701.394287
	Iteration 45Q: 3 clusters Score -1107423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1107426.500000 Penalty: 2701.394287
	Iteration 46Q: 3 clusters Score -1107426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1107429.375000 Penalty: 2701.394287
	Iteration 47Q: 3 clusters Score -1107429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1107435.500000 Penalty: 2701.394287
	Iteration 48Q: 3 clusters Score -1107436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1107435.125000 Penalty: 2701.394287
	Iteration 49Q: 3 clusters Score -1107435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1107435.625000 Penalty: 2701.394287
	Iteration 50Q: 3 clusters Score -1107436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1107435.625000 Penalty: 2701.394287
	Iteration 51F: 3 clusters Score -1107436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Entering Unmasked Estep 
Score: -18612.400391 Penalty: 824.540039
	Iteration 0F: 2 clusters Score -18612.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -18011.160156 Penalty: 1649.080078
	Iteration 0F: 3 clusters Score -18011.16 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -18171.664062 Penalty: 1649.080078
	Iteration 1F: 3 clusters Score -18171.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -18240.037109 Penalty: 1649.080078
	Iteration 2F: 3 clusters Score -18240.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -18315.083984 Penalty: 1649.080078
	Iteration 3F: 3 clusters Score -18315.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -18372.220703 Penalty: 1649.080078
	Iteration 4Q: 3 clusters Score -18372.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -18377.933594 Penalty: 1649.080078
	Iteration 5Q: 3 clusters Score -18377.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -18387.724609 Penalty: 1649.080078
	Iteration 6Q: 3 clusters Score -18387.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -18387.724609 Penalty: 1649.080078
	Iteration 7F: 3 clusters Score -18387.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Entering Unmasked Estep 
Score: -1243638.875000 Penalty: 1373.284790
	Iteration 0F: 2 clusters Score -1243639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1236678.750000 Penalty: 2746.569580
	Iteration 0F: 3 clusters Score -1236679 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1239009.250000 Penalty: 2746.569580
	Iteration 1F: 3 clusters Score -1239009 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1239337.750000 Penalty: 2746.569580
	Iteration 2F: 3 clusters Score -1239338 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1239633.750000 Penalty: 2746.569580
	Iteration 3F: 3 clusters Score -1239634 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1239904.375000 Penalty: 2746.569580
	Iteration 4Q: 3 clusters Score -1239904 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1240153.250000 Penalty: 2746.569580
	Iteration 5Q: 3 clusters Score -1240153 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1240400.375000 Penalty: 2746.569580
	Iteration 6Q: 3 clusters Score -1240400 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1240668.125000 Penalty: 2746.569580
	Iteration 7Q: 3 clusters Score -1240668 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1240912.625000 Penalty: 2746.569580
	Iteration 8Q: 3 clusters Score -1240913 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1241132.000000 Penalty: 2746.569580
	Iteration 9Q: 3 clusters Score -1241132 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1241397.000000 Penalty: 2746.569580
	Iteration 10Q: 3 clusters Score -1241397 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1241609.250000 Penalty: 2746.569580
	Iteration 11Q: 3 clusters Score -1241609 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1241816.875000 Penalty: 2746.569580
	Iteration 12Q: 3 clusters Score -1241817 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1241987.000000 Penalty: 2746.569580
	Iteration 13Q: 3 clusters Score -1241987 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1242113.500000 Penalty: 2746.569580
	Iteration 14Q: 3 clusters Score -1242114 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1242218.000000 Penalty: 2746.569580
	Iteration 15Q: 3 clusters Score -1242218 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1242302.875000 Penalty: 2746.569580
	Iteration 16Q: 3 clusters Score -1242303 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1242354.000000 Penalty: 2746.569580
	Iteration 17Q: 3 clusters Score -1242354 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1242402.750000 Penalty: 2746.569580
	Iteration 18Q: 3 clusters Score -1242403 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1242447.625000 Penalty: 2746.569580
	Iteration 19Q: 3 clusters Score -1242448 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1242473.500000 Penalty: 2746.569580
	Iteration 20F: 3 clusters Score -1242474 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1242499.500000 Penalty: 2746.569580
	Iteration 21Q: 3 clusters Score -1242500 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1242522.125000 Penalty: 2746.569580
	Iteration 22Q: 3 clusters Score -1242522 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1242543.750000 Penalty: 2746.569580
	Iteration 23Q: 3 clusters Score -1242544 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1242575.875000 Penalty: 2746.569580
	Iteration 24Q: 3 clusters Score -1242576 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1242602.875000 Penalty: 2746.569580
	Iteration 25Q: 3 clusters Score -1242603 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1242635.250000 Penalty: 2746.569580
	Iteration 26Q: 3 clusters Score -1242635 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1242651.375000 Penalty: 2746.569580
	Iteration 27Q: 3 clusters Score -1242651 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1242664.125000 Penalty: 2746.569580
	Iteration 28Q: 3 clusters Score -1242664 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1242678.500000 Penalty: 2746.569580
	Iteration 29Q: 3 clusters Score -1242678 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1242682.125000 Penalty: 2746.569580
	Iteration 30Q: 3 clusters Score -1242682 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1242686.125000 Penalty: 2746.569580
	Iteration 31Q: 3 clusters Score -1242686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1242688.375000 Penalty: 2746.569580
	Iteration 32Q: 3 clusters Score -1242688 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1242696.000000 Penalty: 2746.569580
	Iteration 33Q: 3 clusters Score -1242696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1242703.125000 Penalty: 2746.569580
	Iteration 34Q: 3 clusters Score -1242703 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1242705.000000 Penalty: 2746.569580
	Iteration 35Q: 3 clusters Score -1242705 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1242713.750000 Penalty: 2746.569580
	Iteration 36Q: 3 clusters Score -1242714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1242717.875000 Penalty: 2746.569580
	Iteration 37Q: 3 clusters Score -1242718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1242718.375000 Penalty: 2746.569580
	Iteration 38Q: 3 clusters Score -1242718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1242723.625000 Penalty: 2746.569580
	Iteration 39Q: 3 clusters Score -1242724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1242725.875000 Penalty: 2746.569580
	Iteration 40F: 3 clusters Score -1242726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1242726.500000 Penalty: 2746.569580
	Iteration 41Q: 3 clusters Score -1242726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1242736.250000 Penalty: 2746.569580
	Iteration 42Q: 3 clusters Score -1242736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1242737.375000 Penalty: 2746.569580
	Iteration 43Q: 3 clusters Score -1242737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1242739.625000 Penalty: 2746.569580
	Iteration 44Q: 3 clusters Score -1242740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1242739.625000 Penalty: 2746.569580
	Iteration 45F: 3 clusters Score -1242740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Entering Unmasked Estep 
Score: -730900.187500 Penalty: 1300.847656
	Iteration 0F: 2 clusters Score -730900.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -726469.125000 Penalty: 2601.695312
	Iteration 0F: 3 clusters Score -726469.1 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -727828.875000 Penalty: 2601.695312
	Iteration 1F: 3 clusters Score -727828.9 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -728076.187500 Penalty: 2601.695312
	Iteration 2F: 3 clusters Score -728076.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -728239.500000 Penalty: 2601.695312
	Iteration 3Q: 3 clusters Score -728239.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -728374.375000 Penalty: 2601.695312
	Iteration 4Q: 3 clusters Score -728374.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -728512.687500 Penalty: 2601.695312
	Iteration 5Q: 3 clusters Score -728512.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -728635.000000 Penalty: 2601.695312
	Iteration 6Q: 3 clusters Score -728635 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -728754.062500 Penalty: 2601.695312
	Iteration 7Q: 3 clusters Score -728754.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -728885.687500 Penalty: 2601.695312
	Iteration 8Q: 3 clusters Score -728885.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -729014.500000 Penalty: 2601.695312
	Iteration 9Q: 3 clusters Score -729014.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -729168.687500 Penalty: 2601.695312
	Iteration 10Q: 3 clusters Score -729168.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -729301.250000 Penalty: 2601.695312
	Iteration 11Q: 3 clusters Score -729301.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -729454.750000 Penalty: 2601.695312
	Iteration 12Q: 3 clusters Score -729454.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -729574.312500 Penalty: 2601.695312
	Iteration 13Q: 3 clusters Score -729574.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -729670.875000 Penalty: 2601.695312
	Iteration 14Q: 3 clusters Score -729670.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -729746.500000 Penalty: 2601.695312
	Iteration 15Q: 3 clusters Score -729746.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -729824.062500 Penalty: 2601.695312
	Iteration 16Q: 3 clusters Score -729824.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -729899.812500 Penalty: 2601.695312
	Iteration 17Q: 3 clusters Score -729899.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -729970.625000 Penalty: 2601.695312
	Iteration 18Q: 3 clusters Score -729970.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -730033.062500 Penalty: 2601.695312
	Iteration 19Q: 3 clusters Score -730033.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -730089.500000 Penalty: 2601.695312
	Iteration 20F: 3 clusters Score -730089.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -730133.312500 Penalty: 2601.695312
	Iteration 21Q: 3 clusters Score -730133.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -730159.687500 Penalty: 2601.695312
	Iteration 22Q: 3 clusters Score -730159.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -730181.750000 Penalty: 2601.695312
	Iteration 23Q: 3 clusters Score -730181.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -730199.812500 Penalty: 2601.695312
	Iteration 24Q: 3 clusters Score -730199.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -730215.062500 Penalty: 2601.695312
	Iteration 25Q: 3 clusters Score -730215.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -730225.187500 Penalty: 2601.695312
	Iteration 26Q: 3 clusters Score -730225.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -730231.187500 Penalty: 2601.695312
	Iteration 27Q: 3 clusters Score -730231.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -730236.187500 Penalty: 2601.695312
	Iteration 28Q: 3 clusters Score -730236.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -730242.437500 Penalty: 2601.695312
	Iteration 29Q: 3 clusters Score -730242.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -730251.937500 Penalty: 2601.695312
	Iteration 30Q: 3 clusters Score -730251.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -730253.687500 Penalty: 2601.695312
	Iteration 31Q: 3 clusters Score -730253.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -730258.187500 Penalty: 2601.695312
	Iteration 32Q: 3 clusters Score -730258.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -730258.375000 Penalty: 2601.695312
	Iteration 33Q: 3 clusters Score -730258.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -730260.500000 Penalty: 2601.695312
	Iteration 34Q: 3 clusters Score -730260.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -730261.625000 Penalty: 2601.695312
	Iteration 35Q: 3 clusters Score -730261.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -730264.000000 Penalty: 2601.695312
	Iteration 36Q: 3 clusters Score -730264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -730267.500000 Penalty: 2601.695312
	Iteration 37Q: 3 clusters Score -730267.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -730272.500000 Penalty: 2601.695312
	Iteration 38Q: 3 clusters Score -730272.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -730275.187500 Penalty: 2601.695312
	Iteration 39Q: 3 clusters Score -730275.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -730279.375000 Penalty: 2601.695312
	Iteration 40F: 3 clusters Score -730279.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -730282.312500 Penalty: 2601.695312
	Iteration 41Q: 3 clusters Score -730282.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -730284.562500 Penalty: 2601.695312
	Iteration 42Q: 3 clusters Score -730284.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -730287.312500 Penalty: 2601.695312
	Iteration 43Q: 3 clusters Score -730287.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -730288.375000 Penalty: 2601.695312
	Iteration 44Q: 3 clusters Score -730288.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -730289.375000 Penalty: 2601.695312
	Iteration 45Q: 3 clusters Score -730289.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -730290.687500 Penalty: 2601.695312
	Iteration 46Q: 3 clusters Score -730290.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -730293.750000 Penalty: 2601.695312
	Iteration 47Q: 3 clusters Score -730293.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -730294.875000 Penalty: 2601.695312
	Iteration 48Q: 3 clusters Score -730294.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -730296.312500 Penalty: 2601.695312
	Iteration 49Q: 3 clusters Score -730296.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -730300.062500 Penalty: 2601.695312
	Iteration 50Q: 3 clusters Score -730300.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -730300.750000 Penalty: 2601.695312
	Iteration 51Q: 3 clusters Score -730300.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -730299.875000 Penalty: 2601.695312
	Iteration 52Q: 3 clusters Score -730299.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -730304.687500 Penalty: 2601.695312
	Iteration 53Q: 3 clusters Score -730304.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -730307.000000 Penalty: 2601.695312
	Iteration 54Q: 3 clusters Score -730307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -730306.875000 Penalty: 2601.695312
	Iteration 55Q: 3 clusters Score -730306.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -730307.125000 Penalty: 2601.695312
	Iteration 56Q: 3 clusters Score -730307.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -730309.062500 Penalty: 2601.695312
	Iteration 57Q: 3 clusters Score -730309.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -730309.812500 Penalty: 2601.695312
	Iteration 58Q: 3 clusters Score -730309.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -730308.875000 Penalty: 2601.695312
	Iteration 59Q: 3 clusters Score -730308.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -730308.875000 Penalty: 2601.695312
	Iteration 60F: 3 clusters Score -730308.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (41025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41025 members 
Entering Unmasked Estep 
Score: -5045684.000000 Penalty: 1580.544189
	Iteration 0F: 2 clusters Score -5045684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 20506 members 
Entering Unmasked Estep 
Score: -5018956.500000 Penalty: 3161.088379
	Iteration 0F: 3 clusters Score -5018956 nChanged 18779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -5029202.000000 Penalty: 3161.088379
	Iteration 1F: 3 clusters Score -5029202 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -5029739.000000 Penalty: 3161.088379
	Iteration 2Q: 3 clusters Score -5029739 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20104 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -5030221.500000 Penalty: 3161.088379
	Iteration 3Q: 3 clusters Score -5030222 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 21214 members 
Entering Unmasked Estep 
Score: -5030806.000000 Penalty: 3161.088379
	Iteration 4Q: 3 clusters Score -5030806 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 21612 members 
Entering Unmasked Estep 
Score: -5031483.500000 Penalty: 3161.088379
	Iteration 5Q: 3 clusters Score -5031484 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 22108 members 
Entering Unmasked Estep 
Score: -5032224.500000 Penalty: 3161.088379
	Iteration 6Q: 3 clusters Score -5032224 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 22709 members 
Entering Unmasked Estep 
Score: -5033089.500000 Penalty: 3161.088379
	Iteration 7Q: 3 clusters Score -5033090 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 23409 members 
Entering Unmasked Estep 
Score: -5034074.500000 Penalty: 3161.088379
	Iteration 8Q: 3 clusters Score -5034074 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 24188 members 
Entering Unmasked Estep 
Score: -5035118.500000 Penalty: 3161.088379
	Iteration 9Q: 3 clusters Score -5035118 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -5036136.000000 Penalty: 3161.088379
	Iteration 10Q: 3 clusters Score -5036136 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 25760 members 
Entering Unmasked Estep 
Score: -5037332.000000 Penalty: 3161.088379
	Iteration 11Q: 3 clusters Score -5037332 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 26469 members 
Entering Unmasked Estep 
Score: -5038474.500000 Penalty: 3161.088379
	Iteration 12Q: 3 clusters Score -5038474 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 27052 members 
Entering Unmasked Estep 
Score: -5039434.500000 Penalty: 3161.088379
	Iteration 13Q: 3 clusters Score -5039434 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 27574 members 
Entering Unmasked Estep 
Score: -5040000.500000 Penalty: 3161.088379
	Iteration 14Q: 3 clusters Score -5040000 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 28065 members 
Entering Unmasked Estep 
Score: -5040378.500000 Penalty: 3161.088379
	Iteration 15Q: 3 clusters Score -5040378 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 28507 members 
Entering Unmasked Estep 
Score: -5040608.500000 Penalty: 3161.088379
	Iteration 16Q: 3 clusters Score -5040608 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 28949 members 
Entering Unmasked Estep 
Score: -5040760.000000 Penalty: 3161.088379
	Iteration 17Q: 3 clusters Score -5040760 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 29379 members 
Entering Unmasked Estep 
Score: -5040911.500000 Penalty: 3161.088379
	Iteration 18Q: 3 clusters Score -5040912 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 29805 members 
Entering Unmasked Estep 
Score: -5041044.000000 Penalty: 3161.088379
	Iteration 19Q: 3 clusters Score -5041044 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 30225 members 
Entering Unmasked Estep 
Score: -5041176.000000 Penalty: 3161.088379
	Iteration 20F: 3 clusters Score -5041176 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 30675 members 
Entering Unmasked Estep 
Score: -5041353.500000 Penalty: 3161.088379
	Iteration 21Q: 3 clusters Score -5041354 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 31132 members 
Entering Unmasked Estep 
Score: -5041528.000000 Penalty: 3161.088379
	Iteration 22Q: 3 clusters Score -5041528 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 31575 members 
Entering Unmasked Estep 
Score: -5041668.000000 Penalty: 3161.088379
	Iteration 23Q: 3 clusters Score -5041668 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 31989 members 
Entering Unmasked Estep 
Score: -5041788.000000 Penalty: 3161.088379
	Iteration 24Q: 3 clusters Score -5041788 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 32413 members 
Entering Unmasked Estep 
Score: -5041945.500000 Penalty: 3161.088379
	Iteration 25Q: 3 clusters Score -5041946 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 32837 members 
Entering Unmasked Estep 
Score: -5042139.000000 Penalty: 3161.088379
	Iteration 26Q: 3 clusters Score -5042139 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 33303 members 
Entering Unmasked Estep 
Score: -5042377.500000 Penalty: 3161.088379
	Iteration 27Q: 3 clusters Score -5042378 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 33763 members 
Entering Unmasked Estep 
Score: -5042605.000000 Penalty: 3161.088379
	Iteration 28Q: 3 clusters Score -5042605 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 34210 members 
Entering Unmasked Estep 
Score: -5042833.000000 Penalty: 3161.088379
	Iteration 29Q: 3 clusters Score -5042833 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 34589 members 
Entering Unmasked Estep 
Score: -5043005.500000 Penalty: 3161.088379
	Iteration 30Q: 3 clusters Score -5043006 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 34972 members 
Entering Unmasked Estep 
Score: -5043212.000000 Penalty: 3161.088379
	Iteration 31Q: 3 clusters Score -5043212 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 35332 members 
Entering Unmasked Estep 
Score: -5043424.500000 Penalty: 3161.088379
	Iteration 32Q: 3 clusters Score -5043424 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 35639 members 
Entering Unmasked Estep 
Score: -5043559.500000 Penalty: 3161.088379
	Iteration 33Q: 3 clusters Score -5043560 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 35946 members 
Entering Unmasked Estep 
Score: -5043735.500000 Penalty: 3161.088379
	Iteration 34Q: 3 clusters Score -5043736 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 36244 members 
Entering Unmasked Estep 
Score: -5043879.000000 Penalty: 3161.088379
	Iteration 35Q: 3 clusters Score -5043879 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 36508 members 
Entering Unmasked Estep 
Score: -5044000.000000 Penalty: 3161.088379
	Iteration 36Q: 3 clusters Score -5044000 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 36740 members 
Entering Unmasked Estep 
Score: -5044120.500000 Penalty: 3161.088379
	Iteration 37Q: 3 clusters Score -5044120 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 36959 members 
Entering Unmasked Estep 
Score: -5044239.500000 Penalty: 3161.088379
	Iteration 38Q: 3 clusters Score -5044240 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 37154 members 
Entering Unmasked Estep 
Score: -5044360.500000 Penalty: 3161.088379
	Iteration 39Q: 3 clusters Score -5044360 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 37327 members 
Entering Unmasked Estep 
Score: -5044422.000000 Penalty: 3161.088379
	Iteration 40F: 3 clusters Score -5044422 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 37471 members 
Entering Unmasked Estep 
Score: -5044465.500000 Penalty: 3161.088379
	Iteration 41Q: 3 clusters Score -5044466 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 37586 members 
Entering Unmasked Estep 
Score: -5044505.000000 Penalty: 3161.088379
	Iteration 42Q: 3 clusters Score -5044505 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 37699 members 
Entering Unmasked Estep 
Score: -5044537.000000 Penalty: 3161.088379
	Iteration 43Q: 3 clusters Score -5044537 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 37793 members 
Entering Unmasked Estep 
Score: -5044567.500000 Penalty: 3161.088379
	Iteration 44Q: 3 clusters Score -5044568 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 37874 members 
Entering Unmasked Estep 
Score: -5044595.000000 Penalty: 3161.088379
	Iteration 45Q: 3 clusters Score -5044595 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 37939 members 
Entering Unmasked Estep 
Score: -5044627.500000 Penalty: 3161.088379
	Iteration 46Q: 3 clusters Score -5044628 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 37999 members 
Entering Unmasked Estep 
Score: -5044632.000000 Penalty: 3161.088379
	Iteration 47Q: 3 clusters Score -5044632 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 38039 members 
Entering Unmasked Estep 
Score: -5044637.500000 Penalty: 3161.088379
	Iteration 48Q: 3 clusters Score -5044638 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 38072 members 
Entering Unmasked Estep 
Score: -5044636.000000 Penalty: 3161.088379
	Iteration 49Q: 3 clusters Score -5044636 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 38106 members 
Entering Unmasked Estep 
Score: -5044661.500000 Penalty: 3161.088379
	Iteration 50Q: 3 clusters Score -5044662 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 38133 members 
Entering Unmasked Estep 
Score: -5044659.500000 Penalty: 3161.088379
	Iteration 51Q: 3 clusters Score -5044660 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 38163 members 
Entering Unmasked Estep 
Score: -5044665.000000 Penalty: 3161.088379
	Iteration 52Q: 3 clusters Score -5044665 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 38186 members 
Entering Unmasked Estep 
Score: -5044681.000000 Penalty: 3161.088379
	Iteration 53Q: 3 clusters Score -5044681 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 38209 members 
Entering Unmasked Estep 
Score: -5044686.500000 Penalty: 3161.088379
	Iteration 54Q: 3 clusters Score -5044686 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 38232 members 
Entering Unmasked Estep 
Score: -5044678.000000 Penalty: 3161.088379
	Iteration 55Q: 3 clusters Score -5044678 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 38254 members 
Entering Unmasked Estep 
Score: -5044681.000000 Penalty: 3161.088379
	Iteration 56Q: 3 clusters Score -5044681 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 38267 members 
Entering Unmasked Estep 
Score: -5044682.500000 Penalty: 3161.088379
	Iteration 57Q: 3 clusters Score -5044682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 38274 members 
Entering Unmasked Estep 
Score: -5044678.000000 Penalty: 3161.088379
	Iteration 58Q: 3 clusters Score -5044678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 38281 members 
Entering Unmasked Estep 
Score: -5044675.000000 Penalty: 3161.088379
	Iteration 59Q: 3 clusters Score -5044675 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 38290 members 
Entering Unmasked Estep 
Score: -5044672.500000 Penalty: 3161.088379
	Iteration 60F: 3 clusters Score -5044672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 38297 members 
Entering Unmasked Estep 
Score: -5044674.000000 Penalty: 3161.088379
	Iteration 61Q: 3 clusters Score -5044674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 38304 members 
Entering Unmasked Estep 
Score: -5044685.000000 Penalty: 3161.088379
	Iteration 62Q: 3 clusters Score -5044685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 38309 members 
Entering Unmasked Estep 
Score: -5044678.000000 Penalty: 3161.088379
	Iteration 63Q: 3 clusters Score -5044678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 38313 members 
Entering Unmasked Estep 
Score: -5044686.000000 Penalty: 3161.088379
	Iteration 64Q: 3 clusters Score -5044686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 38314 members 
Entering Unmasked Estep 
Score: -5044682.500000 Penalty: 3161.088379
	Iteration 65Q: 3 clusters Score -5044682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 38316 members 
Entering Unmasked Estep 
Score: -5044682.500000 Penalty: 3161.088379
	Iteration 66Q: 3 clusters Score -5044682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 38319 members 
Entering Unmasked Estep 
Score: -5044685.500000 Penalty: 3161.088379
	Iteration 67Q: 3 clusters Score -5044686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 38320 members 
Entering Unmasked Estep 
Score: -5044690.500000 Penalty: 3161.088379
	Iteration 68Q: 3 clusters Score -5044690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 38322 members 
Entering Unmasked Estep 
Score: -5044687.000000 Penalty: 3161.088379
	Iteration 69Q: 3 clusters Score -5044687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 38328 members 
Entering Unmasked Estep 
Score: -5044680.500000 Penalty: 3161.088379
	Iteration 70Q: 3 clusters Score -5044680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 38330 members 
Entering Unmasked Estep 
Score: -5044681.000000 Penalty: 3161.088379
	Iteration 71Q: 3 clusters Score -5044681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 38329 members 
Entering Unmasked Estep 
Score: -5044680.500000 Penalty: 3161.088379
	Iteration 72Q: 3 clusters Score -5044680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 38330 members 
Entering Unmasked Estep 
Score: -5044684.000000 Penalty: 3161.088379
	Iteration 73Q: 3 clusters Score -5044684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 38331 members 
Entering Unmasked Estep 
Score: -5044676.500000 Penalty: 3161.088379
	Iteration 74Q: 3 clusters Score -5044676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 38331 members 
Entering Unmasked Estep 
Score: -5044676.500000 Penalty: 3161.088379
	Iteration 75F: 3 clusters Score -5044676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (22449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22449 members 
Entering Unmasked Estep 
Score: -2838998.000000 Penalty: 1490.827393
	Iteration 0F: 2 clusters Score -2838998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -2824340.500000 Penalty: 2981.654785
	Iteration 0F: 3 clusters Score -2824340 nChanged 9974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -2829701.750000 Penalty: 2981.654785
	Iteration 1F: 3 clusters Score -2829702 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -2830068.250000 Penalty: 2981.654785
	Iteration 2Q: 3 clusters Score -2830068 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -2830386.750000 Penalty: 2981.654785
	Iteration 3Q: 3 clusters Score -2830387 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -2830680.000000 Penalty: 2981.654785
	Iteration 4Q: 3 clusters Score -2830680 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -2830964.250000 Penalty: 2981.654785
	Iteration 5Q: 3 clusters Score -2830964 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -2831309.250000 Penalty: 2981.654785
	Iteration 6Q: 3 clusters Score -2831309 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -2831698.250000 Penalty: 2981.654785
	Iteration 7Q: 3 clusters Score -2831698 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -2832173.000000 Penalty: 2981.654785
	Iteration 8Q: 3 clusters Score -2832173 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -2832809.750000 Penalty: 2981.654785
	Iteration 9Q: 3 clusters Score -2832810 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -2833425.250000 Penalty: 2981.654785
	Iteration 10Q: 3 clusters Score -2833425 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -2834010.250000 Penalty: 2981.654785
	Iteration 11Q: 3 clusters Score -2834010 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -2834508.750000 Penalty: 2981.654785
	Iteration 12Q: 3 clusters Score -2834509 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -2834866.750000 Penalty: 2981.654785
	Iteration 13Q: 3 clusters Score -2834867 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -2835132.000000 Penalty: 2981.654785
	Iteration 14Q: 3 clusters Score -2835132 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -2835345.750000 Penalty: 2981.654785
	Iteration 15Q: 3 clusters Score -2835346 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -2835534.750000 Penalty: 2981.654785
	Iteration 16Q: 3 clusters Score -2835535 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -2835726.750000 Penalty: 2981.654785
	Iteration 17Q: 3 clusters Score -2835727 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -2835942.000000 Penalty: 2981.654785
	Iteration 18Q: 3 clusters Score -2835942 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -2836141.000000 Penalty: 2981.654785
	Iteration 19Q: 3 clusters Score -2836141 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -2836335.750000 Penalty: 2981.654785
	Iteration 20F: 3 clusters Score -2836336 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -2836568.000000 Penalty: 2981.654785
	Iteration 21Q: 3 clusters Score -2836568 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -2836783.250000 Penalty: 2981.654785
	Iteration 22Q: 3 clusters Score -2836783 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -2836975.750000 Penalty: 2981.654785
	Iteration 23Q: 3 clusters Score -2836976 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -2837136.000000 Penalty: 2981.654785
	Iteration 24Q: 3 clusters Score -2837136 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -2837294.000000 Penalty: 2981.654785
	Iteration 25Q: 3 clusters Score -2837294 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -2837436.750000 Penalty: 2981.654785
	Iteration 26Q: 3 clusters Score -2837437 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -2837552.750000 Penalty: 2981.654785
	Iteration 27Q: 3 clusters Score -2837553 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -2837639.250000 Penalty: 2981.654785
	Iteration 28Q: 3 clusters Score -2837639 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 19770 members 
Entering Unmasked Estep 
Score: -2837712.750000 Penalty: 2981.654785
	Iteration 29Q: 3 clusters Score -2837713 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 19953 members 
Entering Unmasked Estep 
Score: -2837767.750000 Penalty: 2981.654785
	Iteration 30Q: 3 clusters Score -2837768 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -2837818.000000 Penalty: 2981.654785
	Iteration 31Q: 3 clusters Score -2837818 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 20228 members 
Entering Unmasked Estep 
Score: -2837865.000000 Penalty: 2981.654785
	Iteration 32Q: 3 clusters Score -2837865 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -2837910.000000 Penalty: 2981.654785
	Iteration 33Q: 3 clusters Score -2837910 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 20433 members 
Entering Unmasked Estep 
Score: -2837951.000000 Penalty: 2981.654785
	Iteration 34Q: 3 clusters Score -2837951 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -2837984.750000 Penalty: 2981.654785
	Iteration 35Q: 3 clusters Score -2837985 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 20596 members 
Entering Unmasked Estep 
Score: -2838016.250000 Penalty: 2981.654785
	Iteration 36Q: 3 clusters Score -2838016 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
Score: -2838033.750000 Penalty: 2981.654785
	Iteration 37Q: 3 clusters Score -2838034 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 20704 members 
Entering Unmasked Estep 
Score: -2838044.750000 Penalty: 2981.654785
	Iteration 38Q: 3 clusters Score -2838045 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -2838049.250000 Penalty: 2981.654785
	Iteration 39Q: 3 clusters Score -2838049 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 20761 members 
Entering Unmasked Estep 
Score: -2838063.750000 Penalty: 2981.654785
	Iteration 40F: 3 clusters Score -2838064 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -2838067.750000 Penalty: 2981.654785
	Iteration 41Q: 3 clusters Score -2838068 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 20809 members 
Entering Unmasked Estep 
Score: -2838077.750000 Penalty: 2981.654785
	Iteration 42Q: 3 clusters Score -2838078 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 20824 members 
Entering Unmasked Estep 
Score: -2838081.500000 Penalty: 2981.654785
	Iteration 43Q: 3 clusters Score -2838082 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -2838084.000000 Penalty: 2981.654785
	Iteration 44Q: 3 clusters Score -2838084 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -2838088.500000 Penalty: 2981.654785
	Iteration 45Q: 3 clusters Score -2838088 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -2838099.250000 Penalty: 2981.654785
	Iteration 46Q: 3 clusters Score -2838099 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -2838100.500000 Penalty: 2981.654785
	Iteration 47Q: 3 clusters Score -2838100 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -2838107.000000 Penalty: 2981.654785
	Iteration 48Q: 3 clusters Score -2838107 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 20940 members 
Entering Unmasked Estep 
Score: -2838110.250000 Penalty: 2981.654785
	Iteration 49Q: 3 clusters Score -2838110 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -2838116.250000 Penalty: 2981.654785
	Iteration 50Q: 3 clusters Score -2838116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -2838117.750000 Penalty: 2981.654785
	Iteration 51Q: 3 clusters Score -2838118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 20978 members 
Entering Unmasked Estep 
Score: -2838121.250000 Penalty: 2981.654785
	Iteration 52Q: 3 clusters Score -2838121 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -2838125.000000 Penalty: 2981.654785
	Iteration 53Q: 3 clusters Score -2838125 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 20993 members 
Entering Unmasked Estep 
Score: -2838124.000000 Penalty: 2981.654785
	Iteration 54Q: 3 clusters Score -2838124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 21003 members 
Entering Unmasked Estep 
Score: -2838131.750000 Penalty: 2981.654785
	Iteration 55Q: 3 clusters Score -2838132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 21010 members 
Entering Unmasked Estep 
Score: -2838134.750000 Penalty: 2981.654785
	Iteration 56Q: 3 clusters Score -2838135 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -2838141.500000 Penalty: 2981.654785
	Iteration 57Q: 3 clusters Score -2838142 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -2838139.250000 Penalty: 2981.654785
	Iteration 58Q: 3 clusters Score -2838139 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
Score: -2838142.750000 Penalty: 2981.654785
	Iteration 59Q: 3 clusters Score -2838143 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
Score: -2838149.250000 Penalty: 2981.654785
	Iteration 60F: 3 clusters Score -2838149 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
Score: -2838149.500000 Penalty: 2981.654785
	Iteration 61Q: 3 clusters Score -2838150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -2838154.500000 Penalty: 2981.654785
	Iteration 62Q: 3 clusters Score -2838154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 21078 members 
Entering Unmasked Estep 
Score: -2838150.500000 Penalty: 2981.654785
	Iteration 63Q: 3 clusters Score -2838150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 21078 members 
Entering Unmasked Estep 
Score: -2838150.500000 Penalty: 2981.654785
	Iteration 64F: 3 clusters Score -2838150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Entering Unmasked Estep 
Score: -664467.625000 Penalty: 1283.368896
	Iteration 0F: 2 clusters Score -664467.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -660482.312500 Penalty: 2566.737793
	Iteration 0F: 3 clusters Score -660482.3 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -661711.625000 Penalty: 2566.737793
	Iteration 1F: 3 clusters Score -661711.6 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -661935.937500 Penalty: 2566.737793
	Iteration 2F: 3 clusters Score -661935.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -662094.125000 Penalty: 2566.737793
	Iteration 3F: 3 clusters Score -662094.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -662193.062500 Penalty: 2566.737793
	Iteration 4Q: 3 clusters Score -662193.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -662254.875000 Penalty: 2566.737793
	Iteration 5Q: 3 clusters Score -662254.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -662306.062500 Penalty: 2566.737793
	Iteration 6Q: 3 clusters Score -662306.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -662353.437500 Penalty: 2566.737793
	Iteration 7Q: 3 clusters Score -662353.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -662411.062500 Penalty: 2566.737793
	Iteration 8Q: 3 clusters Score -662411.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -662462.125000 Penalty: 2566.737793
	Iteration 9Q: 3 clusters Score -662462.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -662501.312500 Penalty: 2566.737793
	Iteration 10Q: 3 clusters Score -662501.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -662531.125000 Penalty: 2566.737793
	Iteration 11Q: 3 clusters Score -662531.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -662558.000000 Penalty: 2566.737793
	Iteration 12Q: 3 clusters Score -662558 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -662581.375000 Penalty: 2566.737793
	Iteration 13Q: 3 clusters Score -662581.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -662601.937500 Penalty: 2566.737793
	Iteration 14Q: 3 clusters Score -662601.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -662620.187500 Penalty: 2566.737793
	Iteration 15Q: 3 clusters Score -662620.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -662638.000000 Penalty: 2566.737793
	Iteration 16Q: 3 clusters Score -662638 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -662657.437500 Penalty: 2566.737793
	Iteration 17Q: 3 clusters Score -662657.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -662674.312500 Penalty: 2566.737793
	Iteration 18Q: 3 clusters Score -662674.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -662686.937500 Penalty: 2566.737793
	Iteration 19Q: 3 clusters Score -662686.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -662696.875000 Penalty: 2566.737793
	Iteration 20F: 3 clusters Score -662696.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -662708.937500 Penalty: 2566.737793
	Iteration 21Q: 3 clusters Score -662708.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -662724.875000 Penalty: 2566.737793
	Iteration 22Q: 3 clusters Score -662724.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -662742.812500 Penalty: 2566.737793
	Iteration 23Q: 3 clusters Score -662742.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -662758.500000 Penalty: 2566.737793
	Iteration 24Q: 3 clusters Score -662758.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -662780.125000 Penalty: 2566.737793
	Iteration 25Q: 3 clusters Score -662780.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -662807.500000 Penalty: 2566.737793
	Iteration 26Q: 3 clusters Score -662807.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -662832.937500 Penalty: 2566.737793
	Iteration 27Q: 3 clusters Score -662832.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -662851.687500 Penalty: 2566.737793
	Iteration 28Q: 3 clusters Score -662851.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -662868.500000 Penalty: 2566.737793
	Iteration 29Q: 3 clusters Score -662868.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -662886.250000 Penalty: 2566.737793
	Iteration 30Q: 3 clusters Score -662886.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -662904.437500 Penalty: 2566.737793
	Iteration 31Q: 3 clusters Score -662904.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -662918.937500 Penalty: 2566.737793
	Iteration 32Q: 3 clusters Score -662918.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -662933.937500 Penalty: 2566.737793
	Iteration 33Q: 3 clusters Score -662933.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -662943.000000 Penalty: 2566.737793
	Iteration 34Q: 3 clusters Score -662943 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -662955.625000 Penalty: 2566.737793
	Iteration 35Q: 3 clusters Score -662955.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -662966.187500 Penalty: 2566.737793
	Iteration 36Q: 3 clusters Score -662966.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -662978.187500 Penalty: 2566.737793
	Iteration 37Q: 3 clusters Score -662978.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -662992.750000 Penalty: 2566.737793
	Iteration 38Q: 3 clusters Score -662992.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -663007.562500 Penalty: 2566.737793
	Iteration 39Q: 3 clusters Score -663007.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -663020.875000 Penalty: 2566.737793
	Iteration 40F: 3 clusters Score -663020.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -663030.937500 Penalty: 2566.737793
	Iteration 41Q: 3 clusters Score -663030.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -663043.062500 Penalty: 2566.737793
	Iteration 42Q: 3 clusters Score -663043.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -663050.500000 Penalty: 2566.737793
	Iteration 43Q: 3 clusters Score -663050.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -663060.875000 Penalty: 2566.737793
	Iteration 44Q: 3 clusters Score -663060.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -663075.250000 Penalty: 2566.737793
	Iteration 45Q: 3 clusters Score -663075.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -663085.750000 Penalty: 2566.737793
	Iteration 46Q: 3 clusters Score -663085.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -663094.312500 Penalty: 2566.737793
	Iteration 47Q: 3 clusters Score -663094.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -663104.562500 Penalty: 2566.737793
	Iteration 48Q: 3 clusters Score -663104.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -663111.500000 Penalty: 2566.737793
	Iteration 49Q: 3 clusters Score -663111.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -663119.812500 Penalty: 2566.737793
	Iteration 50Q: 3 clusters Score -663119.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -663128.125000 Penalty: 2566.737793
	Iteration 51Q: 3 clusters Score -663128.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -663135.625000 Penalty: 2566.737793
	Iteration 52Q: 3 clusters Score -663135.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -663149.000000 Penalty: 2566.737793
	Iteration 53Q: 3 clusters Score -663149 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -663159.500000 Penalty: 2566.737793
	Iteration 54Q: 3 clusters Score -663159.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -663175.875000 Penalty: 2566.737793
	Iteration 55Q: 3 clusters Score -663175.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -663190.875000 Penalty: 2566.737793
	Iteration 56Q: 3 clusters Score -663190.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -663210.562500 Penalty: 2566.737793
	Iteration 57Q: 3 clusters Score -663210.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -663225.937500 Penalty: 2566.737793
	Iteration 58Q: 3 clusters Score -663225.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -663238.375000 Penalty: 2566.737793
	Iteration 59Q: 3 clusters Score -663238.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -663254.562500 Penalty: 2566.737793
	Iteration 60F: 3 clusters Score -663254.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -663266.812500 Penalty: 2566.737793
	Iteration 61Q: 3 clusters Score -663266.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -663286.562500 Penalty: 2566.737793
	Iteration 62Q: 3 clusters Score -663286.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -663305.562500 Penalty: 2566.737793
	Iteration 63Q: 3 clusters Score -663305.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -663321.500000 Penalty: 2566.737793
	Iteration 64Q: 3 clusters Score -663321.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -663339.250000 Penalty: 2566.737793
	Iteration 65Q: 3 clusters Score -663339.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -663356.812500 Penalty: 2566.737793
	Iteration 66Q: 3 clusters Score -663356.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -663377.687500 Penalty: 2566.737793
	Iteration 67Q: 3 clusters Score -663377.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -663399.125000 Penalty: 2566.737793
	Iteration 68Q: 3 clusters Score -663399.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -663428.937500 Penalty: 2566.737793
	Iteration 69Q: 3 clusters Score -663428.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -663456.187500 Penalty: 2566.737793
	Iteration 70Q: 3 clusters Score -663456.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -663483.437500 Penalty: 2566.737793
	Iteration 71Q: 3 clusters Score -663483.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -663508.000000 Penalty: 2566.737793
	Iteration 72Q: 3 clusters Score -663508 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -663530.062500 Penalty: 2566.737793
	Iteration 73Q: 3 clusters Score -663530.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -663554.562500 Penalty: 2566.737793
	Iteration 74Q: 3 clusters Score -663554.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -663584.562500 Penalty: 2566.737793
	Iteration 75Q: 3 clusters Score -663584.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -663616.937500 Penalty: 2566.737793
	Iteration 76Q: 3 clusters Score -663616.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -663658.250000 Penalty: 2566.737793
	Iteration 77Q: 3 clusters Score -663658.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -663702.437500 Penalty: 2566.737793
	Iteration 78Q: 3 clusters Score -663702.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -663740.562500 Penalty: 2566.737793
	Iteration 79Q: 3 clusters Score -663740.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -663775.500000 Penalty: 2566.737793
	Iteration 80F: 3 clusters Score -663775.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -663812.875000 Penalty: 2566.737793
	Iteration 81Q: 3 clusters Score -663812.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -663842.375000 Penalty: 2566.737793
	Iteration 82Q: 3 clusters Score -663842.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -663865.000000 Penalty: 2566.737793
	Iteration 83Q: 3 clusters Score -663865 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -663879.812500 Penalty: 2566.737793
	Iteration 84Q: 3 clusters Score -663879.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -663886.562500 Penalty: 2566.737793
	Iteration 85Q: 3 clusters Score -663886.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -663893.687500 Penalty: 2566.737793
	Iteration 86Q: 3 clusters Score -663893.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -663898.500000 Penalty: 2566.737793
	Iteration 87Q: 3 clusters Score -663898.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -663900.437500 Penalty: 2566.737793
	Iteration 88Q: 3 clusters Score -663900.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -663900.437500 Penalty: 2566.737793
	Iteration 89Q: 3 clusters Score -663900.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -663901.187500 Penalty: 2566.737793
	Iteration 90Q: 3 clusters Score -663901.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -663902.812500 Penalty: 2566.737793
	Iteration 91Q: 3 clusters Score -663902.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -663903.875000 Penalty: 2566.737793
	Iteration 92Q: 3 clusters Score -663903.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -663906.312500 Penalty: 2566.737793
	Iteration 93Q: 3 clusters Score -663906.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -663911.812500 Penalty: 2566.737793
	Iteration 94Q: 3 clusters Score -663911.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -663917.250000 Penalty: 2566.737793
	Iteration 95Q: 3 clusters Score -663917.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -663924.812500 Penalty: 2566.737793
	Iteration 96Q: 3 clusters Score -663924.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -663935.812500 Penalty: 2566.737793
	Iteration 97Q: 3 clusters Score -663935.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -663950.625000 Penalty: 2566.737793
	Iteration 98Q: 3 clusters Score -663950.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -663981.312500 Penalty: 2566.737793
	Iteration 99Q: 3 clusters Score -663981.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -664002.437500 Penalty: 2566.737793
	Iteration 100F: 3 clusters Score -664002.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -664015.625000 Penalty: 2566.737793
	Iteration 101Q: 3 clusters Score -664015.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -664032.187500 Penalty: 2566.737793
	Iteration 102Q: 3 clusters Score -664032.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -664048.812500 Penalty: 2566.737793
	Iteration 103Q: 3 clusters Score -664048.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -664060.625000 Penalty: 2566.737793
	Iteration 104Q: 3 clusters Score -664060.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -664064.250000 Penalty: 2566.737793
	Iteration 105Q: 3 clusters Score -664064.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -664063.437500 Penalty: 2566.737793
	Iteration 106Q: 3 clusters Score -664063.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -664065.062500 Penalty: 2566.737793
	Iteration 107Q: 3 clusters Score -664065.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -664065.062500 Penalty: 2566.737793
	Iteration 108F: 3 clusters Score -664065.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Entering Unmasked Estep 
Score: -530289.750000 Penalty: 1253.226807
	Iteration 0F: 2 clusters Score -530289.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -526896.437500 Penalty: 2506.453613
	Iteration 0F: 3 clusters Score -526896.4 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -527958.312500 Penalty: 2506.453613
	Iteration 1F: 3 clusters Score -527958.3 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -528218.062500 Penalty: 2506.453613
	Iteration 2F: 3 clusters Score -528218.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -528408.500000 Penalty: 2506.453613
	Iteration 3F: 3 clusters Score -528408.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -528573.875000 Penalty: 2506.453613
	Iteration 4Q: 3 clusters Score -528573.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -528725.312500 Penalty: 2506.453613
	Iteration 5Q: 3 clusters Score -528725.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -528852.312500 Penalty: 2506.453613
	Iteration 6Q: 3 clusters Score -528852.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -528968.312500 Penalty: 2506.453613
	Iteration 7Q: 3 clusters Score -528968.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -529061.437500 Penalty: 2506.453613
	Iteration 8Q: 3 clusters Score -529061.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -529141.750000 Penalty: 2506.453613
	Iteration 9Q: 3 clusters Score -529141.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -529238.875000 Penalty: 2506.453613
	Iteration 10Q: 3 clusters Score -529238.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -529321.250000 Penalty: 2506.453613
	Iteration 11Q: 3 clusters Score -529321.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -529400.250000 Penalty: 2506.453613
	Iteration 12Q: 3 clusters Score -529400.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -529490.312500 Penalty: 2506.453613
	Iteration 13Q: 3 clusters Score -529490.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -529547.250000 Penalty: 2506.453613
	Iteration 14Q: 3 clusters Score -529547.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -529591.437500 Penalty: 2506.453613
	Iteration 15Q: 3 clusters Score -529591.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -529617.625000 Penalty: 2506.453613
	Iteration 16Q: 3 clusters Score -529617.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -529639.812500 Penalty: 2506.453613
	Iteration 17Q: 3 clusters Score -529639.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -529664.187500 Penalty: 2506.453613
	Iteration 18Q: 3 clusters Score -529664.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -529679.125000 Penalty: 2506.453613
	Iteration 19Q: 3 clusters Score -529679.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -529688.062500 Penalty: 2506.453613
	Iteration 20F: 3 clusters Score -529688.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -529696.625000 Penalty: 2506.453613
	Iteration 21Q: 3 clusters Score -529696.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -529704.437500 Penalty: 2506.453613
	Iteration 22Q: 3 clusters Score -529704.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -529709.000000 Penalty: 2506.453613
	Iteration 23Q: 3 clusters Score -529709 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -529713.125000 Penalty: 2506.453613
	Iteration 24Q: 3 clusters Score -529713.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -529721.937500 Penalty: 2506.453613
	Iteration 25Q: 3 clusters Score -529721.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -529732.562500 Penalty: 2506.453613
	Iteration 26Q: 3 clusters Score -529732.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -529751.687500 Penalty: 2506.453613
	Iteration 27Q: 3 clusters Score -529751.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -529771.562500 Penalty: 2506.453613
	Iteration 28Q: 3 clusters Score -529771.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -529784.500000 Penalty: 2506.453613
	Iteration 29Q: 3 clusters Score -529784.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -529796.562500 Penalty: 2506.453613
	Iteration 30Q: 3 clusters Score -529796.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -529802.812500 Penalty: 2506.453613
	Iteration 31Q: 3 clusters Score -529802.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -529808.375000 Penalty: 2506.453613
	Iteration 32Q: 3 clusters Score -529808.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -529811.750000 Penalty: 2506.453613
	Iteration 33Q: 3 clusters Score -529811.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -529817.125000 Penalty: 2506.453613
	Iteration 34Q: 3 clusters Score -529817.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -529819.562500 Penalty: 2506.453613
	Iteration 35Q: 3 clusters Score -529819.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -529821.812500 Penalty: 2506.453613
	Iteration 36Q: 3 clusters Score -529821.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -529824.125000 Penalty: 2506.453613
	Iteration 37Q: 3 clusters Score -529824.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -529825.312500 Penalty: 2506.453613
	Iteration 38Q: 3 clusters Score -529825.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -529825.312500 Penalty: 2506.453613
	Iteration 39Q: 3 clusters Score -529825.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -529827.062500 Penalty: 2506.453613
	Iteration 40F: 3 clusters Score -529827.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -529828.875000 Penalty: 2506.453613
	Iteration 41Q: 3 clusters Score -529828.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -529828.437500 Penalty: 2506.453613
	Iteration 42Q: 3 clusters Score -529828.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -529829.625000 Penalty: 2506.453613
	Iteration 43Q: 3 clusters Score -529829.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -529830.312500 Penalty: 2506.453613
	Iteration 44Q: 3 clusters Score -529830.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -529832.562500 Penalty: 2506.453613
	Iteration 45Q: 3 clusters Score -529832.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -529833.625000 Penalty: 2506.453613
	Iteration 46Q: 3 clusters Score -529833.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -529836.812500 Penalty: 2506.453613
	Iteration 47Q: 3 clusters Score -529836.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -529838.062500 Penalty: 2506.453613
	Iteration 48Q: 3 clusters Score -529838.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -529838.937500 Penalty: 2506.453613
	Iteration 49Q: 3 clusters Score -529838.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -529838.937500 Penalty: 2506.453613
	Iteration 50F: 3 clusters Score -529838.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Entering Unmasked Estep 
Score: -60336.804688 Penalty: 964.913757
	Iteration 0F: 2 clusters Score -60336.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -59337.484375 Penalty: 1929.827515
	Iteration 0F: 3 clusters Score -59337.48 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -59545.460938 Penalty: 1929.827515
	Iteration 1F: 3 clusters Score -59545.46 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -59636.468750 Penalty: 1929.827515
	Iteration 2F: 3 clusters Score -59636.47 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -59692.515625 Penalty: 1929.827515
	Iteration 3Q: 3 clusters Score -59692.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -59720.054688 Penalty: 1929.827515
	Iteration 4Q: 3 clusters Score -59720.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -59759.558594 Penalty: 1929.827515
	Iteration 5Q: 3 clusters Score -59759.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -59778.210938 Penalty: 1929.827515
	Iteration 6Q: 3 clusters Score -59778.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -59788.972656 Penalty: 1929.827515
	Iteration 7Q: 3 clusters Score -59788.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -59793.773438 Penalty: 1929.827515
	Iteration 8Q: 3 clusters Score -59793.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -59804.476562 Penalty: 1929.827515
	Iteration 9Q: 3 clusters Score -59804.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -59807.082031 Penalty: 1929.827515
	Iteration 10Q: 3 clusters Score -59807.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -59812.921875 Penalty: 1929.827515
	Iteration 11Q: 3 clusters Score -59812.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -59812.921875 Penalty: 1929.827515
	Iteration 12F: 3 clusters Score -59812.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (10472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Entering Unmasked Estep 
Score: -1273676.000000 Penalty: 1377.361328
	Iteration 0F: 2 clusters Score -1273676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1266605.250000 Penalty: 2754.722656
	Iteration 0F: 3 clusters Score -1266605 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1268969.750000 Penalty: 2754.722656
	Iteration 1F: 3 clusters Score -1268970 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1269228.375000 Penalty: 2754.722656
	Iteration 2F: 3 clusters Score -1269228 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1269411.875000 Penalty: 2754.722656
	Iteration 3Q: 3 clusters Score -1269412 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1269584.875000 Penalty: 2754.722656
	Iteration 4Q: 3 clusters Score -1269585 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1269732.125000 Penalty: 2754.722656
	Iteration 5Q: 3 clusters Score -1269732 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1269877.625000 Penalty: 2754.722656
	Iteration 6Q: 3 clusters Score -1269878 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1270018.125000 Penalty: 2754.722656
	Iteration 7Q: 3 clusters Score -1270018 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1270150.250000 Penalty: 2754.722656
	Iteration 8Q: 3 clusters Score -1270150 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1270314.000000 Penalty: 2754.722656
	Iteration 9Q: 3 clusters Score -1270314 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1270495.125000 Penalty: 2754.722656
	Iteration 10Q: 3 clusters Score -1270495 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1270714.750000 Penalty: 2754.722656
	Iteration 11Q: 3 clusters Score -1270715 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1270937.250000 Penalty: 2754.722656
	Iteration 12Q: 3 clusters Score -1270937 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1271157.375000 Penalty: 2754.722656
	Iteration 13Q: 3 clusters Score -1271157 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1271383.250000 Penalty: 2754.722656
	Iteration 14Q: 3 clusters Score -1271383 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1271574.875000 Penalty: 2754.722656
	Iteration 15Q: 3 clusters Score -1271575 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1271727.625000 Penalty: 2754.722656
	Iteration 16Q: 3 clusters Score -1271728 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1271860.750000 Penalty: 2754.722656
	Iteration 17Q: 3 clusters Score -1271861 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1271962.500000 Penalty: 2754.722656
	Iteration 18Q: 3 clusters Score -1271962 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1272060.750000 Penalty: 2754.722656
	Iteration 19Q: 3 clusters Score -1272061 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1272149.375000 Penalty: 2754.722656
	Iteration 20F: 3 clusters Score -1272149 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1272217.500000 Penalty: 2754.722656
	Iteration 21Q: 3 clusters Score -1272218 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1272280.750000 Penalty: 2754.722656
	Iteration 22Q: 3 clusters Score -1272281 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1272347.750000 Penalty: 2754.722656
	Iteration 23Q: 3 clusters Score -1272348 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1272389.625000 Penalty: 2754.722656
	Iteration 24Q: 3 clusters Score -1272390 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1272427.875000 Penalty: 2754.722656
	Iteration 25Q: 3 clusters Score -1272428 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1272460.625000 Penalty: 2754.722656
	Iteration 26Q: 3 clusters Score -1272461 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1272499.625000 Penalty: 2754.722656
	Iteration 27Q: 3 clusters Score -1272500 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1272549.500000 Penalty: 2754.722656
	Iteration 28Q: 3 clusters Score -1272550 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1272610.625000 Penalty: 2754.722656
	Iteration 29Q: 3 clusters Score -1272611 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1272653.625000 Penalty: 2754.722656
	Iteration 30Q: 3 clusters Score -1272654 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1272703.375000 Penalty: 2754.722656
	Iteration 31Q: 3 clusters Score -1272703 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1272756.125000 Penalty: 2754.722656
	Iteration 32Q: 3 clusters Score -1272756 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1272804.000000 Penalty: 2754.722656
	Iteration 33Q: 3 clusters Score -1272804 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1272847.500000 Penalty: 2754.722656
	Iteration 34Q: 3 clusters Score -1272848 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1272878.750000 Penalty: 2754.722656
	Iteration 35Q: 3 clusters Score -1272879 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1272905.000000 Penalty: 2754.722656
	Iteration 36Q: 3 clusters Score -1272905 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1272926.375000 Penalty: 2754.722656
	Iteration 37Q: 3 clusters Score -1272926 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1272945.625000 Penalty: 2754.722656
	Iteration 38Q: 3 clusters Score -1272946 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1272960.000000 Penalty: 2754.722656
	Iteration 39Q: 3 clusters Score -1272960 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1272969.000000 Penalty: 2754.722656
	Iteration 40F: 3 clusters Score -1272969 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1272977.875000 Penalty: 2754.722656
	Iteration 41Q: 3 clusters Score -1272978 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1272979.250000 Penalty: 2754.722656
	Iteration 42Q: 3 clusters Score -1272979 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1272984.875000 Penalty: 2754.722656
	Iteration 43Q: 3 clusters Score -1272985 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1272991.000000 Penalty: 2754.722656
	Iteration 44Q: 3 clusters Score -1272991 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1272993.875000 Penalty: 2754.722656
	Iteration 45Q: 3 clusters Score -1272994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1272994.750000 Penalty: 2754.722656
	Iteration 46Q: 3 clusters Score -1272995 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1273000.750000 Penalty: 2754.722656
	Iteration 47Q: 3 clusters Score -1273001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1272999.500000 Penalty: 2754.722656
	Iteration 48Q: 3 clusters Score -1273000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1272999.625000 Penalty: 2754.722656
	Iteration 49Q: 3 clusters Score -1273000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1272999.750000 Penalty: 2754.722656
	Iteration 50Q: 3 clusters Score -1273000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1272999.750000 Penalty: 2754.722656
	Iteration 51Q: 3 clusters Score -1273000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1272999.000000 Penalty: 2754.722656
	Iteration 52Q: 3 clusters Score -1272999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1272999.375000 Penalty: 2754.722656
	Iteration 53Q: 3 clusters Score -1272999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1273004.125000 Penalty: 2754.722656
	Iteration 54Q: 3 clusters Score -1273004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1273002.625000 Penalty: 2754.722656
	Iteration 55Q: 3 clusters Score -1273003 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1273002.625000 Penalty: 2754.722656
	Iteration 56F: 3 clusters Score -1273003 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Entering Unmasked Estep 
Score: -31879.703125 Penalty: 914.892151
	Iteration 0F: 2 clusters Score -31879.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -31064.113281 Penalty: 1829.784302
	Iteration 0F: 3 clusters Score -31064.11 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -31304.931641 Penalty: 1829.784302
	Iteration 1F: 3 clusters Score -31304.93 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -31478.666016 Penalty: 1829.784302
	Iteration 2F: 3 clusters Score -31478.67 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -31606.156250 Penalty: 1829.784302
	Iteration 3F: 3 clusters Score -31606.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -31662.890625 Penalty: 1829.784302
	Iteration 4Q: 3 clusters Score -31662.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -31709.146484 Penalty: 1829.784302
	Iteration 5Q: 3 clusters Score -31709.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -31724.625000 Penalty: 1829.784302
	Iteration 6Q: 3 clusters Score -31724.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -31725.947266 Penalty: 1829.784302
	Iteration 7Q: 3 clusters Score -31725.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -31734.855469 Penalty: 1829.784302
	Iteration 8Q: 3 clusters Score -31734.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -31742.103516 Penalty: 1829.784302
	Iteration 9Q: 3 clusters Score -31742.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -31743.537109 Penalty: 1829.784302
	Iteration 10Q: 3 clusters Score -31743.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -31750.070312 Penalty: 1829.784302
	Iteration 11Q: 3 clusters Score -31750.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -31766.343750 Penalty: 1829.784302
	Iteration 12Q: 3 clusters Score -31766.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -31776.533203 Penalty: 1829.784302
	Iteration 13Q: 3 clusters Score -31776.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -31793.324219 Penalty: 1829.784302
	Iteration 14Q: 3 clusters Score -31793.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -31793.324219 Penalty: 1829.784302
	Iteration 15F: 3 clusters Score -31793.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Entering Unmasked Estep 
Score: -132285.375000 Penalty: 1047.631836
	Iteration 0F: 2 clusters Score -132285.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -130938.843750 Penalty: 2095.263672
	Iteration 0F: 3 clusters Score -130938.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -131282.406250 Penalty: 2095.263672
	Iteration 1F: 3 clusters Score -131282.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -131383.515625 Penalty: 2095.263672
	Iteration 2F: 3 clusters Score -131383.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -131439.109375 Penalty: 2095.263672
	Iteration 3Q: 3 clusters Score -131439.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -131497.546875 Penalty: 2095.263672
	Iteration 4Q: 3 clusters Score -131497.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -131535.406250 Penalty: 2095.263672
	Iteration 5Q: 3 clusters Score -131535.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -131554.156250 Penalty: 2095.263672
	Iteration 6Q: 3 clusters Score -131554.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -131568.609375 Penalty: 2095.263672
	Iteration 7Q: 3 clusters Score -131568.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -131577.406250 Penalty: 2095.263672
	Iteration 8Q: 3 clusters Score -131577.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -131589.750000 Penalty: 2095.263672
	Iteration 9Q: 3 clusters Score -131589.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -131596.125000 Penalty: 2095.263672
	Iteration 10Q: 3 clusters Score -131596.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -131606.687500 Penalty: 2095.263672
	Iteration 11Q: 3 clusters Score -131606.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -131614.250000 Penalty: 2095.263672
	Iteration 12Q: 3 clusters Score -131614.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -131620.296875 Penalty: 2095.263672
	Iteration 13Q: 3 clusters Score -131620.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -131628.093750 Penalty: 2095.263672
	Iteration 14Q: 3 clusters Score -131628.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -131632.843750 Penalty: 2095.263672
	Iteration 15Q: 3 clusters Score -131632.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -131636.390625 Penalty: 2095.263672
	Iteration 16Q: 3 clusters Score -131636.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -131642.234375 Penalty: 2095.263672
	Iteration 17Q: 3 clusters Score -131642.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -131645.968750 Penalty: 2095.263672
	Iteration 18Q: 3 clusters Score -131646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -131652.531250 Penalty: 2095.263672
	Iteration 19Q: 3 clusters Score -131652.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -131658.406250 Penalty: 2095.263672
	Iteration 20F: 3 clusters Score -131658.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -131662.703125 Penalty: 2095.263672
	Iteration 21Q: 3 clusters Score -131662.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -131664.390625 Penalty: 2095.263672
	Iteration 22Q: 3 clusters Score -131664.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -131664.968750 Penalty: 2095.263672
	Iteration 23Q: 3 clusters Score -131665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -131665.359375 Penalty: 2095.263672
	Iteration 24Q: 3 clusters Score -131665.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -131666.250000 Penalty: 2095.263672
	Iteration 25Q: 3 clusters Score -131666.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -131666.437500 Penalty: 2095.263672
	Iteration 26Q: 3 clusters Score -131666.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -131667.078125 Penalty: 2095.263672
	Iteration 27Q: 3 clusters Score -131667.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -131669.531250 Penalty: 2095.263672
	Iteration 28Q: 3 clusters Score -131669.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -131672.281250 Penalty: 2095.263672
	Iteration 29Q: 3 clusters Score -131672.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -131674.781250 Penalty: 2095.263672
	Iteration 30Q: 3 clusters Score -131674.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -131678.625000 Penalty: 2095.263672
	Iteration 31Q: 3 clusters Score -131678.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -131679.203125 Penalty: 2095.263672
	Iteration 32Q: 3 clusters Score -131679.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -131679.203125 Penalty: 2095.263672
	Iteration 33F: 3 clusters Score -131679.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Entering Unmasked Estep 
Score: -44445.046875 Penalty: 891.529968
	Iteration 0F: 2 clusters Score -44445.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -43615.808594 Penalty: 1783.059937
	Iteration 0F: 3 clusters Score -43615.81 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -43800.394531 Penalty: 1783.059937
	Iteration 1F: 3 clusters Score -43800.39 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -43872.523438 Penalty: 1783.059937
	Iteration 2Q: 3 clusters Score -43872.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -43892.683594 Penalty: 1783.059937
	Iteration 3Q: 3 clusters Score -43892.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -43907.195312 Penalty: 1783.059937
	Iteration 4Q: 3 clusters Score -43907.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -43925.859375 Penalty: 1783.059937
	Iteration 5Q: 3 clusters Score -43925.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -43954.738281 Penalty: 1783.059937
	Iteration 6Q: 3 clusters Score -43954.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -43975.261719 Penalty: 1783.059937
	Iteration 7Q: 3 clusters Score -43975.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -43989.394531 Penalty: 1783.059937
	Iteration 8Q: 3 clusters Score -43989.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -43992.816406 Penalty: 1783.059937
	Iteration 9Q: 3 clusters Score -43992.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -43992.816406 Penalty: 1783.059937
	Iteration 10F: 3 clusters Score -43992.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Entering Unmasked Estep 
Score: -10166.687500 Penalty: 760.663757
	Iteration 0F: 2 clusters Score -10166.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9681.582031 Penalty: 1521.327515
	Iteration 0F: 3 clusters Score -9681.582 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9764.781250 Penalty: 1521.327515
	Iteration 1F: 3 clusters Score -9764.781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9782.108398 Penalty: 1521.327515
	Iteration 2Q: 3 clusters Score -9782.108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9782.108398 Penalty: 1521.327515
	Iteration 3F: 3 clusters Score -9782.108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Entering Unmasked Estep 
Score: -26646.306641 Penalty: 846.221985
	Iteration 0F: 2 clusters Score -26646.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -25960.683594 Penalty: 1692.443970
	Iteration 0F: 3 clusters Score -25960.68 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -26079.841797 Penalty: 1692.443970
	Iteration 1F: 3 clusters Score -26079.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -26117.410156 Penalty: 1692.443970
	Iteration 2Q: 3 clusters Score -26117.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -26120.982422 Penalty: 1692.443970
	Iteration 3Q: 3 clusters Score -26120.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -26122.523438 Penalty: 1692.443970
	Iteration 4Q: 3 clusters Score -26122.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -26122.523438 Penalty: 1692.443970
	Iteration 5F: 3 clusters Score -26122.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (73660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73660 members 
Entering Unmasked Estep 
Score: -9357981.000000 Penalty: 1667.633667
	Iteration 0F: 2 clusters Score -9357981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36757 members 
Mstep: Class 2 contains 36903 members 
Entering Unmasked Estep 
Score: -9313797.000000 Penalty: 3335.267334
	Iteration 0F: 3 clusters Score -9313797 nChanged 34612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37461 members 
Mstep: Class 2 contains 36199 members 
Entering Unmasked Estep 
Score: -9333966.000000 Penalty: 3335.267334
	Iteration 1F: 3 clusters Score -9333966 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38188 members 
Mstep: Class 2 contains 35472 members 
Entering Unmasked Estep 
Score: -9335226.000000 Penalty: 3335.267334
	Iteration 2Q: 3 clusters Score -9335226 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39179 members 
Mstep: Class 2 contains 34481 members 
Entering Unmasked Estep 
Score: -9336861.000000 Penalty: 3335.267334
	Iteration 3F: 3 clusters Score -9336861 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40370 members 
Mstep: Class 2 contains 33290 members 
Entering Unmasked Estep 
Score: -9338665.000000 Penalty: 3335.267334
	Iteration 4F: 3 clusters Score -9338665 nChanged 4220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41704 members 
Mstep: Class 2 contains 31956 members 
Entering Unmasked Estep 
Score: -9340469.000000 Penalty: 3335.267334
	Iteration 5F: 3 clusters Score -9340469 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42982 members 
Mstep: Class 2 contains 30678 members 
Entering Unmasked Estep 
Score: -9342109.000000 Penalty: 3335.267334
	Iteration 6F: 3 clusters Score -9342109 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44162 members 
Mstep: Class 2 contains 29498 members 
Entering Unmasked Estep 
Score: -9343444.000000 Penalty: 3335.267334
	Iteration 7Q: 3 clusters Score -9343444 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45204 members 
Mstep: Class 2 contains 28456 members 
Entering Unmasked Estep 
Score: -9344365.000000 Penalty: 3335.267334
	Iteration 8Q: 3 clusters Score -9344365 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46162 members 
Mstep: Class 2 contains 27498 members 
Entering Unmasked Estep 
Score: -9344999.000000 Penalty: 3335.267334
	Iteration 9Q: 3 clusters Score -9344999 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47161 members 
Mstep: Class 2 contains 26499 members 
Entering Unmasked Estep 
Score: -9345431.000000 Penalty: 3335.267334
	Iteration 10Q: 3 clusters Score -9345431 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48155 members 
Mstep: Class 2 contains 25505 members 
Entering Unmasked Estep 
Score: -9345782.000000 Penalty: 3335.267334
	Iteration 11Q: 3 clusters Score -9345782 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49173 members 
Mstep: Class 2 contains 24487 members 
Entering Unmasked Estep 
Score: -9345963.000000 Penalty: 3335.267334
	Iteration 12Q: 3 clusters Score -9345963 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50282 members 
Mstep: Class 2 contains 23378 members 
Entering Unmasked Estep 
Score: -9346117.000000 Penalty: 3335.267334
	Iteration 13Q: 3 clusters Score -9346117 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51523 members 
Mstep: Class 2 contains 22137 members 
Entering Unmasked Estep 
Score: -9346300.000000 Penalty: 3335.267334
	Iteration 14Q: 3 clusters Score -9346300 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52992 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -9346584.000000 Penalty: 3335.267334
	Iteration 15Q: 3 clusters Score -9346584 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54633 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -9346864.000000 Penalty: 3335.267334
	Iteration 16Q: 3 clusters Score -9346864 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56483 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -9347369.000000 Penalty: 3335.267334
	Iteration 17Q: 3 clusters Score -9347369 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58654 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -9348200.000000 Penalty: 3335.267334
	Iteration 18Q: 3 clusters Score -9348200 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61012 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -9349223.000000 Penalty: 3335.267334
	Iteration 19Q: 3 clusters Score -9349223 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63431 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -9350437.000000 Penalty: 3335.267334
	Iteration 20F: 3 clusters Score -9350437 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65840 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -9351977.000000 Penalty: 3335.267334
	Iteration 21Q: 3 clusters Score -9351977 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68014 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -9353365.000000 Penalty: 3335.267334
	Iteration 22Q: 3 clusters Score -9353365 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69787 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -9354569.000000 Penalty: 3335.267334
	Iteration 23Q: 3 clusters Score -9354569 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71065 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -9355348.000000 Penalty: 3335.267334
	Iteration 24Q: 3 clusters Score -9355348 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71880 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -9355899.000000 Penalty: 3335.267334
	Iteration 25Q: 3 clusters Score -9355899 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72370 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -9356205.000000 Penalty: 3335.267334
	Iteration 26Q: 3 clusters Score -9356205 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72660 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -9356414.000000 Penalty: 3335.267334
	Iteration 27Q: 3 clusters Score -9356414 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72817 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -9356562.000000 Penalty: 3335.267334
	Iteration 28Q: 3 clusters Score -9356562 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72923 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -9356632.000000 Penalty: 3335.267334
	Iteration 29Q: 3 clusters Score -9356632 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72995 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -9356663.000000 Penalty: 3335.267334
	Iteration 30Q: 3 clusters Score -9356663 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73039 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -9356720.000000 Penalty: 3335.267334
	Iteration 31Q: 3 clusters Score -9356720 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73074 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -9356754.000000 Penalty: 3335.267334
	Iteration 32Q: 3 clusters Score -9356754 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73096 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -9356781.000000 Penalty: 3335.267334
	Iteration 33Q: 3 clusters Score -9356781 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73117 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -9356781.000000 Penalty: 3335.267334
	Iteration 34Q: 3 clusters Score -9356781 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73131 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -9356796.000000 Penalty: 3335.267334
	Iteration 35Q: 3 clusters Score -9356796 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73140 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -9356797.000000 Penalty: 3335.267334
	Iteration 36Q: 3 clusters Score -9356797 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73141 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -9356811.000000 Penalty: 3335.267334
	Iteration 37Q: 3 clusters Score -9356811 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73145 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -9356802.000000 Penalty: 3335.267334
	Iteration 38Q: 3 clusters Score -9356802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73147 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -9356814.000000 Penalty: 3335.267334
	Iteration 39Q: 3 clusters Score -9356814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73147 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -9356817.000000 Penalty: 3335.267334
	Iteration 40F: 3 clusters Score -9356817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73146 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -9356816.000000 Penalty: 3335.267334
	Iteration 41Q: 3 clusters Score -9356816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73145 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -9356821.000000 Penalty: 3335.267334
	Iteration 42Q: 3 clusters Score -9356821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73147 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -9356821.000000 Penalty: 3335.267334
	Iteration 43Q: 3 clusters Score -9356821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73147 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -9356817.000000 Penalty: 3335.267334
	Iteration 44Q: 3 clusters Score -9356817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73149 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -9356818.000000 Penalty: 3335.267334
	Iteration 45Q: 3 clusters Score -9356818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73150 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -9356828.000000 Penalty: 3335.267334
	Iteration 46Q: 3 clusters Score -9356828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73149 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -9356822.000000 Penalty: 3335.267334
	Iteration 47Q: 3 clusters Score -9356822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73150 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -9356819.000000 Penalty: 3335.267334
	Iteration 48Q: 3 clusters Score -9356819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73151 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -9356828.000000 Penalty: 3335.267334
	Iteration 49Q: 3 clusters Score -9356828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73153 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -9356818.000000 Penalty: 3335.267334
	Iteration 50Q: 3 clusters Score -9356818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73154 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -9356824.000000 Penalty: 3335.267334
	Iteration 51Q: 3 clusters Score -9356824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73155 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -9356836.000000 Penalty: 3335.267334
	Iteration 52Q: 3 clusters Score -9356836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73155 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -9356834.000000 Penalty: 3335.267334
	Iteration 53Q: 3 clusters Score -9356834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73156 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -9356844.000000 Penalty: 3335.267334
	Iteration 54Q: 3 clusters Score -9356844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73156 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -9356843.000000 Penalty: 3335.267334
	Iteration 55Q: 3 clusters Score -9356843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73156 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -9356843.000000 Penalty: 3335.267334
	Iteration 56F: 3 clusters Score -9356843 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (6853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Entering Unmasked Estep 
Score: -853567.750000 Penalty: 1314.267334
	Iteration 0F: 2 clusters Score -853567.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -848804.687500 Penalty: 2628.534668
	Iteration 0F: 3 clusters Score -848804.7 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -850399.625000 Penalty: 2628.534668
	Iteration 1F: 3 clusters Score -850399.6 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -850758.187500 Penalty: 2628.534668
	Iteration 2F: 3 clusters Score -850758.2 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -851039.250000 Penalty: 2628.534668
	Iteration 3F: 3 clusters Score -851039.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -851261.625000 Penalty: 2628.534668
	Iteration 4F: 3 clusters Score -851261.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -851430.937500 Penalty: 2628.534668
	Iteration 5Q: 3 clusters Score -851430.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -851567.000000 Penalty: 2628.534668
	Iteration 6Q: 3 clusters Score -851567 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -851713.750000 Penalty: 2628.534668
	Iteration 7Q: 3 clusters Score -851713.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -851865.812500 Penalty: 2628.534668
	Iteration 8Q: 3 clusters Score -851865.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -851985.437500 Penalty: 2628.534668
	Iteration 9Q: 3 clusters Score -851985.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -852103.250000 Penalty: 2628.534668
	Iteration 10Q: 3 clusters Score -852103.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -852218.500000 Penalty: 2628.534668
	Iteration 11Q: 3 clusters Score -852218.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -852324.062500 Penalty: 2628.534668
	Iteration 12Q: 3 clusters Score -852324.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -852427.250000 Penalty: 2628.534668
	Iteration 13Q: 3 clusters Score -852427.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -852499.500000 Penalty: 2628.534668
	Iteration 14Q: 3 clusters Score -852499.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -852558.875000 Penalty: 2628.534668
	Iteration 15Q: 3 clusters Score -852558.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -852607.875000 Penalty: 2628.534668
	Iteration 16Q: 3 clusters Score -852607.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -852649.750000 Penalty: 2628.534668
	Iteration 17Q: 3 clusters Score -852649.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -852689.250000 Penalty: 2628.534668
	Iteration 18Q: 3 clusters Score -852689.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -852744.312500 Penalty: 2628.534668
	Iteration 19Q: 3 clusters Score -852744.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -852793.875000 Penalty: 2628.534668
	Iteration 20F: 3 clusters Score -852793.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -852830.562500 Penalty: 2628.534668
	Iteration 21Q: 3 clusters Score -852830.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -852865.937500 Penalty: 2628.534668
	Iteration 22Q: 3 clusters Score -852865.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -852885.312500 Penalty: 2628.534668
	Iteration 23Q: 3 clusters Score -852885.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -852893.812500 Penalty: 2628.534668
	Iteration 24Q: 3 clusters Score -852893.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -852899.875000 Penalty: 2628.534668
	Iteration 25Q: 3 clusters Score -852899.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -852904.375000 Penalty: 2628.534668
	Iteration 26Q: 3 clusters Score -852904.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -852907.812500 Penalty: 2628.534668
	Iteration 27Q: 3 clusters Score -852907.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -852909.250000 Penalty: 2628.534668
	Iteration 28Q: 3 clusters Score -852909.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -852909.562500 Penalty: 2628.534668
	Iteration 29Q: 3 clusters Score -852909.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -852911.000000 Penalty: 2628.534668
	Iteration 30Q: 3 clusters Score -852911 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -852911.000000 Penalty: 2628.534668
	Iteration 31F: 3 clusters Score -852911 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Entering Unmasked Estep 
Score: -22497.755859 Penalty: 832.493042
	Iteration 0F: 2 clusters Score -22497.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -21895.478516 Penalty: 1664.986084
	Iteration 0F: 3 clusters Score -21895.48 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -22041.507812 Penalty: 1664.986084
	Iteration 1F: 3 clusters Score -22041.51 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -22123.494141 Penalty: 1664.986084
	Iteration 2F: 3 clusters Score -22123.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -22205.576172 Penalty: 1664.986084
	Iteration 3Q: 3 clusters Score -22205.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -22247.826172 Penalty: 1664.986084
	Iteration 4Q: 3 clusters Score -22247.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -22290.039062 Penalty: 1664.986084
	Iteration 5Q: 3 clusters Score -22290.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -22326.607422 Penalty: 1664.986084
	Iteration 6Q: 3 clusters Score -22326.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -22333.238281 Penalty: 1664.986084
	Iteration 7Q: 3 clusters Score -22333.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -22344.138672 Penalty: 1664.986084
	Iteration 8Q: 3 clusters Score -22344.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -22350.218750 Penalty: 1664.986084
	Iteration 9Q: 3 clusters Score -22350.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -22354.767578 Penalty: 1664.986084
	Iteration 10Q: 3 clusters Score -22354.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -22361.710938 Penalty: 1664.986084
	Iteration 11Q: 3 clusters Score -22361.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -22364.142578 Penalty: 1664.986084
	Iteration 12Q: 3 clusters Score -22364.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -22364.142578 Penalty: 1664.986084
	Iteration 13F: 3 clusters Score -22364.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 6918 members 
Mstep: Class 3 contains 31988 members 
Mstep: Class 4 contains 34679 members 
Mstep: Class 5 contains 28907 members 
Mstep: Class 6 contains 23975 members 
Mstep: Class 7 contains 16253 members 
Mstep: Class 8 contains 8960 members 
Mstep: Class 9 contains 66706 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1265 members 
Mstep: Class 12 contains 61882 members 
Mstep: Class 13 contains 34194 members 
Mstep: Class 14 contains 3269 members 
Mstep: Class 15 contains 5638 members 
Mstep: Class 16 contains 17424 members 
Mstep: Class 17 contains 10401 members 
Mstep: Class 18 contains 31220 members 
Mstep: Class 19 contains 64369 members 
Mstep: Class 20 contains 1835 members 
Mstep: Class 21 contains 1321 members 
Mstep: Class 22 contains 8754 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 10189 members 
Mstep: Class 25 contains 6262 members 
Mstep: Class 26 contains 41025 members 
Mstep: Class 27 contains 22449 members 
Mstep: Class 28 contains 5568 members 
Mstep: Class 29 contains 4547 members 
Mstep: Class 30 contains 655 members 
Mstep: Class 31 contains 10472 members 
Mstep: Class 32 contains 468 members 
Mstep: Class 33 contains 1142 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 38 contains 73660 members 
Mstep: Class 39 contains 6853 members 
Mstep: Class 40 contains 269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80982296.000000 Penalty: 77823.304688
Iteration 199Q: 40 clusters Score -8.09823e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 6918 members 
Mstep: Class 3 contains 31941 members 
Mstep: Class 4 contains 34681 members 
Mstep: Class 5 contains 29421 members 
Mstep: Class 6 contains 23975 members 
Mstep: Class 7 contains 16276 members 
Mstep: Class 8 contains 8956 members 
Mstep: Class 9 contains 66736 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1265 members 
Mstep: Class 12 contains 61482 members 
Mstep: Class 13 contains 34195 members 
Mstep: Class 14 contains 3268 members 
Mstep: Class 15 contains 5637 members 
Mstep: Class 16 contains 17422 members 
Mstep: Class 17 contains 10409 members 
Mstep: Class 18 contains 31213 members 
Mstep: Class 19 contains 64372 members 
Mstep: Class 20 contains 1835 members 
Mstep: Class 21 contains 1321 members 
Mstep: Class 22 contains 8755 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 10188 members 
Mstep: Class 25 contains 6260 members 
Mstep: Class 26 contains 41028 members 
Mstep: Class 27 contains 22449 members 
Mstep: Class 28 contains 5565 members 
Mstep: Class 29 contains 4547 members 
Mstep: Class 30 contains 655 members 
Mstep: Class 31 contains 10472 members 
Mstep: Class 32 contains 468 members 
Mstep: Class 33 contains 1142 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 38 contains 73541 members 
Mstep: Class 39 contains 6855 members 
Mstep: Class 40 contains 269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80982216.000000 Penalty: 77823.304688
Iteration 200F: 40 clusters Score -8.098222e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 6918 members 
Mstep: Class 3 contains 31885 members 
Mstep: Class 4 contains 34679 members 
Mstep: Class 5 contains 29984 members 
Mstep: Class 6 contains 23973 members 
Mstep: Class 7 contains 16310 members 
Mstep: Class 8 contains 8954 members 
Mstep: Class 9 contains 66761 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1265 members 
Mstep: Class 12 contains 61058 members 
Mstep: Class 13 contains 34196 members 
Mstep: Class 14 contains 3267 members 
Mstep: Class 15 contains 5635 members 
Mstep: Class 16 contains 17421 members 
Mstep: Class 17 contains 10412 members 
Mstep: Class 18 contains 31212 members 
Mstep: Class 19 contains 64375 members 
Mstep: Class 20 contains 1836 members 
Mstep: Class 21 contains 1320 members 
Mstep: Class 22 contains 8753 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 10192 members 
Mstep: Class 25 contains 6256 members 
Mstep: Class 26 contains 41023 members 
Mstep: Class 27 contains 22449 members 
Mstep: Class 28 contains 5556 members 
Mstep: Class 29 contains 4548 members 
Mstep: Class 30 contains 655 members 
Mstep: Class 31 contains 10472 members 
Mstep: Class 32 contains 468 members 
Mstep: Class 33 contains 1142 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 38 contains 73417 members 
Mstep: Class 39 contains 6857 members 
Mstep: Class 40 contains 269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80982496.000000 Penalty: 77823.304688
Iteration 201Q: 40 clusters Score -8.09825e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 6918 members 
Mstep: Class 3 contains 31812 members 
Mstep: Class 4 contains 34678 members 
Mstep: Class 5 contains 30565 members 
Mstep: Class 6 contains 23971 members 
Mstep: Class 7 contains 16339 members 
Mstep: Class 8 contains 8952 members 
Mstep: Class 9 contains 66784 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1265 members 
Mstep: Class 12 contains 60634 members 
Mstep: Class 13 contains 34202 members 
Mstep: Class 14 contains 3265 members 
Mstep: Class 15 contains 5635 members 
Mstep: Class 16 contains 17421 members 
Mstep: Class 17 contains 10417 members 
Mstep: Class 18 contains 31219 members 
Mstep: Class 19 contains 64380 members 
Mstep: Class 20 contains 1836 members 
Mstep: Class 21 contains 1320 members 
Mstep: Class 22 contains 8752 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 10195 members 
Mstep: Class 25 contains 6252 members 
Mstep: Class 26 contains 41019 members 
Mstep: Class 27 contains 22449 members 
Mstep: Class 28 contains 5553 members 
Mstep: Class 29 contains 4548 members 
Mstep: Class 30 contains 655 members 
Mstep: Class 31 contains 10472 members 
Mstep: Class 32 contains 468 members 
Mstep: Class 33 contains 1142 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 38 contains 73275 members 
Mstep: Class 39 contains 6855 members 
Mstep: Class 40 contains 269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80982832.000000 Penalty: 77823.304688
Iteration 202Q: 40 clusters Score -8.098283e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 6918 members 
Mstep: Class 3 contains 31746 members 
Mstep: Class 4 contains 34678 members 
Mstep: Class 5 contains 31174 members 
Mstep: Class 6 contains 23970 members 
Mstep: Class 7 contains 16364 members 
Mstep: Class 8 contains 8955 members 
Mstep: Class 9 contains 66806 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1265 members 
Mstep: Class 12 contains 60205 members 
Mstep: Class 13 contains 34206 members 
Mstep: Class 14 contains 3264 members 
Mstep: Class 15 contains 5636 members 
Mstep: Class 16 contains 17421 members 
Mstep: Class 17 contains 10418 members 
Mstep: Class 18 contains 31215 members 
Mstep: Class 19 contains 64382 members 
Mstep: Class 20 contains 1836 members 
Mstep: Class 21 contains 1320 members 
Mstep: Class 22 contains 8752 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 10195 members 
Mstep: Class 25 contains 6245 members 
Mstep: Class 26 contains 41006 members 
Mstep: Class 27 contains 22450 members 
Mstep: Class 28 contains 5549 members 
Mstep: Class 29 contains 4548 members 
Mstep: Class 30 contains 655 members 
Mstep: Class 31 contains 10471 members 
Mstep: Class 32 contains 468 members 
Mstep: Class 33 contains 1142 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 38 contains 73135 members 
Mstep: Class 39 contains 6853 members 
Mstep: Class 40 contains 269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80983152.000000 Penalty: 77823.304688
Iteration 203Q: 40 clusters Score -8.098315e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 6918 members 
Mstep: Class 3 contains 31680 members 
Mstep: Class 4 contains 34678 members 
Mstep: Class 5 contains 31797 members 
Mstep: Class 6 contains 23971 members 
Mstep: Class 7 contains 16395 members 
Mstep: Class 8 contains 8955 members 
Mstep: Class 9 contains 66815 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1265 members 
Mstep: Class 12 contains 59759 members 
Mstep: Class 13 contains 34211 members 
Mstep: Class 14 contains 3264 members 
Mstep: Class 15 contains 5637 members 
Mstep: Class 16 contains 17419 members 
Mstep: Class 17 contains 10419 members 
Mstep: Class 18 contains 31210 members 
Mstep: Class 19 contains 64386 members 
Mstep: Class 20 contains 1838 members 
Mstep: Class 21 contains 1320 members 
Mstep: Class 22 contains 8752 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 10193 members 
Mstep: Class 25 contains 6242 members 
Mstep: Class 26 contains 41001 members 
Mstep: Class 27 contains 22451 members 
Mstep: Class 28 contains 5544 members 
Mstep: Class 29 contains 4547 members 
Mstep: Class 30 contains 655 members 
Mstep: Class 31 contains 10469 members 
Mstep: Class 32 contains 468 members 
Mstep: Class 33 contains 1142 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 38 contains 72987 members 
Mstep: Class 39 contains 6860 members 
Mstep: Class 40 contains 269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80983192.000000 Penalty: 77823.304688
Iteration 204Q: 40 clusters Score -8.098319e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 6918 members 
Mstep: Class 3 contains 31613 members 
Mstep: Class 4 contains 34676 members 
Mstep: Class 5 contains 32441 members 
Mstep: Class 6 contains 23972 members 
Mstep: Class 7 contains 16432 members 
Mstep: Class 8 contains 8952 members 
Mstep: Class 9 contains 66817 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1265 members 
Mstep: Class 12 contains 59331 members 
Mstep: Class 13 contains 34211 members 
Mstep: Class 14 contains 3262 members 
Mstep: Class 15 contains 5636 members 
Mstep: Class 16 contains 17420 members 
Mstep: Class 17 contains 10425 members 
Mstep: Class 18 contains 31203 members 
Mstep: Class 19 contains 64389 members 
Mstep: Class 20 contains 1838 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 8752 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 10192 members 
Mstep: Class 25 contains 6235 members 
Mstep: Class 26 contains 41002 members 
Mstep: Class 27 contains 22451 members 
Mstep: Class 28 contains 5542 members 
Mstep: Class 29 contains 4547 members 
Mstep: Class 30 contains 655 members 
Mstep: Class 31 contains 10468 members 
Mstep: Class 32 contains 468 members 
Mstep: Class 33 contains 1142 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 38 contains 72809 members 
Mstep: Class 39 contains 6866 members 
Mstep: Class 40 contains 269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80983528.000000 Penalty: 77823.304688
Iteration 205Q: 40 clusters Score -8.098353e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 6918 members 
Mstep: Class 3 contains 31545 members 
Mstep: Class 4 contains 34675 members 
Mstep: Class 5 contains 33075 members 
Mstep: Class 6 contains 23973 members 
Mstep: Class 7 contains 16479 members 
Mstep: Class 8 contains 8950 members 
Mstep: Class 9 contains 66815 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1265 members 
Mstep: Class 12 contains 58884 members 
Mstep: Class 13 contains 34218 members 
Mstep: Class 14 contains 3262 members 
Mstep: Class 15 contains 5638 members 
Mstep: Class 16 contains 17422 members 
Mstep: Class 17 contains 10424 members 
Mstep: Class 18 contains 31201 members 
Mstep: Class 19 contains 64390 members 
Mstep: Class 20 contains 1838 members 
Mstep: Class 21 contains 1320 members 
Mstep: Class 22 contains 8752 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 10190 members 
Mstep: Class 25 contains 6230 members 
Mstep: Class 26 contains 40991 members 
Mstep: Class 27 contains 22451 members 
Mstep: Class 28 contains 5537 members 
Mstep: Class 29 contains 4547 members 
Mstep: Class 30 contains 655 members 
Mstep: Class 31 contains 10469 members 
Mstep: Class 32 contains 468 members 
Mstep: Class 33 contains 1142 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 38 contains 72658 members 
Mstep: Class 39 contains 6867 members 
Mstep: Class 40 contains 269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80983736.000000 Penalty: 77823.304688
Iteration 206Q: 40 clusters Score -8.098374e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 6918 members 
Mstep: Class 3 contains 31470 members 
Mstep: Class 4 contains 34676 members 
Mstep: Class 5 contains 33704 members 
Mstep: Class 6 contains 23970 members 
Mstep: Class 7 contains 16513 members 
Mstep: Class 8 contains 8949 members 
Mstep: Class 9 contains 66809 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1265 members 
Mstep: Class 12 contains 58485 members 
Mstep: Class 13 contains 34228 members 
Mstep: Class 14 contains 3262 members 
Mstep: Class 15 contains 5637 members 
Mstep: Class 16 contains 17422 members 
Mstep: Class 17 contains 10423 members 
Mstep: Class 18 contains 31201 members 
Mstep: Class 19 contains 64389 members 
Mstep: Class 20 contains 1838 members 
Mstep: Class 21 contains 1321 members 
Mstep: Class 22 contains 8755 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 10189 members 
Mstep: Class 25 contains 6221 members 
Mstep: Class 26 contains 40992 members 
Mstep: Class 27 contains 22450 members 
Mstep: Class 28 contains 5535 members 
Mstep: Class 29 contains 4548 members 
Mstep: Class 30 contains 655 members 
Mstep: Class 31 contains 10471 members 
Mstep: Class 32 contains 468 members 
Mstep: Class 33 contains 1142 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 38 contains 72475 members 
Mstep: Class 39 contains 6867 members 
Mstep: Class 40 contains 269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80983872.000000 Penalty: 77823.304688
Iteration 207Q: 40 clusters Score -8.098387e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 6918 members 
Mstep: Class 3 contains 31392 members 
Mstep: Class 4 contains 34672 members 
Mstep: Class 5 contains 34281 members 
Mstep: Class 6 contains 23971 members 
Mstep: Class 7 contains 16551 members 
Mstep: Class 8 contains 8947 members 
Mstep: Class 9 contains 66803 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1265 members 
Mstep: Class 12 contains 58103 members 
Mstep: Class 13 contains 34235 members 
Mstep: Class 14 contains 3262 members 
Mstep: Class 15 contains 5640 members 
Mstep: Class 16 contains 17423 members 
Mstep: Class 17 contains 10425 members 
Mstep: Class 18 contains 31198 members 
Mstep: Class 19 contains 64396 members 
Mstep: Class 20 contains 1838 members 
Mstep: Class 21 contains 1322 members 
Mstep: Class 22 contains 8756 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 10190 members 
Mstep: Class 25 contains 6218 members 
Mstep: Class 26 contains 40986 members 
Mstep: Class 27 contains 22447 members 
Mstep: Class 28 contains 5533 members 
Mstep: Class 29 contains 4549 members 
Mstep: Class 30 contains 655 members 
Mstep: Class 31 contains 10470 members 
Mstep: Class 32 contains 468 members 
Mstep: Class 33 contains 1142 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 38 contains 72323 members 
Mstep: Class 39 contains 6869 members 
Mstep: Class 40 contains 269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80983976.000000 Penalty: 77823.304688
Iteration 208Q: 40 clusters Score -8.098398e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 6918 members 
Mstep: Class 3 contains 31323 members 
Mstep: Class 4 contains 34669 members 
Mstep: Class 5 contains 34854 members 
Mstep: Class 6 contains 23975 members 
Mstep: Class 7 contains 16597 members 
Mstep: Class 8 contains 8946 members 
Mstep: Class 9 contains 66799 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1265 members 
Mstep: Class 12 contains 57687 members 
Mstep: Class 13 contains 34241 members 
Mstep: Class 14 contains 3262 members 
Mstep: Class 15 contains 5639 members 
Mstep: Class 16 contains 17424 members 
Mstep: Class 17 contains 10426 members 
Mstep: Class 18 contains 31195 members 
Mstep: Class 19 contains 64395 members 
Mstep: Class 20 contains 1838 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 8755 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 10193 members 
Mstep: Class 25 contains 6214 members 
Mstep: Class 26 contains 40984 members 
Mstep: Class 27 contains 22447 members 
Mstep: Class 28 contains 5527 members 
Mstep: Class 29 contains 4548 members 
Mstep: Class 30 contains 655 members 
Mstep: Class 31 contains 10471 members 
Mstep: Class 32 contains 468 members 
Mstep: Class 33 contains 1142 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 38 contains 72192 members 
Mstep: Class 39 contains 6877 members 
Mstep: Class 40 contains 269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80984288.000000 Penalty: 77823.304688
Iteration 209Q: 40 clusters Score -8.098429e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 6918 members 
Mstep: Class 3 contains 31258 members 
Mstep: Class 4 contains 34665 members 
Mstep: Class 5 contains 35443 members 
Mstep: Class 6 contains 23977 members 
Mstep: Class 7 contains 16633 members 
Mstep: Class 8 contains 8943 members 
Mstep: Class 9 contains 66809 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1265 members 
Mstep: Class 12 contains 57255 members 
Mstep: Class 13 contains 34242 members 
Mstep: Class 14 contains 3261 members 
Mstep: Class 15 contains 5641 members 
Mstep: Class 16 contains 17425 members 
Mstep: Class 17 contains 10425 members 
Mstep: Class 18 contains 31187 members 
Mstep: Class 19 contains 64396 members 
Mstep: Class 20 contains 1838 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 8755 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 10196 members 
Mstep: Class 25 contains 6210 members 
Mstep: Class 26 contains 40990 members 
Mstep: Class 27 contains 22447 members 
Mstep: Class 28 contains 5521 members 
Mstep: Class 29 contains 4548 members 
Mstep: Class 30 contains 655 members 
Mstep: Class 31 contains 10471 members 
Mstep: Class 32 contains 468 members 
Mstep: Class 33 contains 1142 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 38 contains 72065 members 
Mstep: Class 39 contains 6877 members 
Mstep: Class 40 contains 269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80984408.000000 Penalty: 77823.304688
Iteration 210Q: 40 clusters Score -8.098441e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 6918 members 
Mstep: Class 3 contains 31171 members 
Mstep: Class 4 contains 34662 members 
Mstep: Class 5 contains 36057 members 
Mstep: Class 6 contains 23978 members 
Mstep: Class 7 contains 16683 members 
Mstep: Class 8 contains 8941 members 
Mstep: Class 9 contains 66828 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1265 members 
Mstep: Class 12 contains 56836 members 
Mstep: Class 13 contains 34243 members 
Mstep: Class 14 contains 3260 members 
Mstep: Class 15 contains 5642 members 
Mstep: Class 16 contains 17424 members 
Mstep: Class 17 contains 10420 members 
Mstep: Class 18 contains 31180 members 
Mstep: Class 19 contains 64397 members 
Mstep: Class 20 contains 1838 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 8756 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 10196 members 
Mstep: Class 25 contains 6207 members 
Mstep: Class 26 contains 40982 members 
Mstep: Class 27 contains 22447 members 
Mstep: Class 28 contains 5515 members 
Mstep: Class 29 contains 4548 members 
Mstep: Class 30 contains 655 members 
Mstep: Class 31 contains 10472 members 
Mstep: Class 32 contains 468 members 
Mstep: Class 33 contains 1142 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 38 contains 71914 members 
Mstep: Class 39 contains 6881 members 
Mstep: Class 40 contains 269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80984712.000000 Penalty: 77823.304688
Iteration 211Q: 40 clusters Score -8.098471e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 6918 members 
Mstep: Class 3 contains 31071 members 
Mstep: Class 4 contains 34658 members 
Mstep: Class 5 contains 36639 members 
Mstep: Class 6 contains 23979 members 
Mstep: Class 7 contains 16736 members 
Mstep: Class 8 contains 8937 members 
Mstep: Class 9 contains 66830 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1265 members 
Mstep: Class 12 contains 56452 members 
Mstep: Class 13 contains 34244 members 
Mstep: Class 14 contains 3260 members 
Mstep: Class 15 contains 5644 members 
Mstep: Class 16 contains 17424 members 
Mstep: Class 17 contains 10419 members 
Mstep: Class 18 contains 31184 members 
Mstep: Class 19 contains 64397 members 
Mstep: Class 20 contains 1838 members 
Mstep: Class 21 contains 1324 members 
Mstep: Class 22 contains 8756 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 10199 members 
Mstep: Class 25 contains 6199 members 
Mstep: Class 26 contains 40987 members 
Mstep: Class 27 contains 22447 members 
Mstep: Class 28 contains 5510 members 
Mstep: Class 29 contains 4547 members 
Mstep: Class 30 contains 655 members 
Mstep: Class 31 contains 10474 members 
Mstep: Class 32 contains 468 members 
Mstep: Class 33 contains 1142 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 38 contains 71761 members 
Mstep: Class 39 contains 6885 members 
Mstep: Class 40 contains 269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80984832.000000 Penalty: 77823.304688
Iteration 212Q: 40 clusters Score -8.098483e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 6918 members 
Mstep: Class 3 contains 30983 members 
Mstep: Class 4 contains 34661 members 
Mstep: Class 5 contains 37175 members 
Mstep: Class 6 contains 23979 members 
Mstep: Class 7 contains 16777 members 
Mstep: Class 8 contains 8937 members 
Mstep: Class 9 contains 66850 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1265 members 
Mstep: Class 12 contains 56078 members 
Mstep: Class 13 contains 34250 members 
Mstep: Class 14 contains 3260 members 
Mstep: Class 15 contains 5644 members 
Mstep: Class 16 contains 17424 members 
Mstep: Class 17 contains 10421 members 
Mstep: Class 18 contains 31191 members 
Mstep: Class 19 contains 64398 members 
Mstep: Class 20 contains 1838 members 
Mstep: Class 21 contains 1324 members 
Mstep: Class 22 contains 8755 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 10202 members 
Mstep: Class 25 contains 6189 members 
Mstep: Class 26 contains 40993 members 
Mstep: Class 27 contains 22447 members 
Mstep: Class 28 contains 5505 members 
Mstep: Class 29 contains 4545 members 
Mstep: Class 30 contains 655 members 
Mstep: Class 31 contains 10475 members 
Mstep: Class 32 contains 468 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 38 contains 71614 members 
Mstep: Class 39 contains 6887 members 
Mstep: Class 40 contains 269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80984960.000000 Penalty: 77823.304688
Iteration 213Q: 40 clusters Score -8.098496e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 6918 members 
Mstep: Class 3 contains 30893 members 
Mstep: Class 4 contains 34663 members 
Mstep: Class 5 contains 37735 members 
Mstep: Class 6 contains 23982 members 
Mstep: Class 7 contains 16808 members 
Mstep: Class 8 contains 8938 members 
Mstep: Class 9 contains 66881 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1265 members 
Mstep: Class 12 contains 55720 members 
Mstep: Class 13 contains 34253 members 
Mstep: Class 14 contains 3260 members 
Mstep: Class 15 contains 5646 members 
Mstep: Class 16 contains 17420 members 
Mstep: Class 17 contains 10422 members 
Mstep: Class 18 contains 31185 members 
Mstep: Class 19 contains 64399 members 
Mstep: Class 20 contains 1838 members 
Mstep: Class 21 contains 1325 members 
Mstep: Class 22 contains 8756 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 10202 members 
Mstep: Class 25 contains 6185 members 
Mstep: Class 26 contains 41001 members 
Mstep: Class 27 contains 22447 members 
Mstep: Class 28 contains 5499 members 
Mstep: Class 29 contains 4546 members 
Mstep: Class 30 contains 655 members 
Mstep: Class 31 contains 10477 members 
Mstep: Class 32 contains 468 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 38 contains 71430 members 
Mstep: Class 39 contains 6892 members 
Mstep: Class 40 contains 269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80985168.000000 Penalty: 77823.304688
Iteration 214Q: 40 clusters Score -8.098517e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 6918 members 
Mstep: Class 3 contains 30806 members 
Mstep: Class 4 contains 34662 members 
Mstep: Class 5 contains 38259 members 
Mstep: Class 6 contains 23985 members 
Mstep: Class 7 contains 16845 members 
Mstep: Class 8 contains 8939 members 
Mstep: Class 9 contains 66913 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1265 members 
Mstep: Class 12 contains 55366 members 
Mstep: Class 13 contains 34250 members 
Mstep: Class 14 contains 3260 members 
Mstep: Class 15 contains 5647 members 
Mstep: Class 16 contains 17415 members 
Mstep: Class 17 contains 10415 members 
Mstep: Class 18 contains 31186 members 
Mstep: Class 19 contains 64396 members 
Mstep: Class 20 contains 1837 members 
Mstep: Class 21 contains 1325 members 
Mstep: Class 22 contains 8756 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 10203 members 
Mstep: Class 25 contains 6184 members 
Mstep: Class 26 contains 41017 members 
Mstep: Class 27 contains 22448 members 
Mstep: Class 28 contains 5498 members 
Mstep: Class 29 contains 4548 members 
Mstep: Class 30 contains 655 members 
Mstep: Class 31 contains 10480 members 
Mstep: Class 32 contains 468 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 38 contains 71266 members 
Mstep: Class 39 contains 6897 members 
Mstep: Class 40 contains 269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80985344.000000 Penalty: 77823.304688
Iteration 215Q: 40 clusters Score -8.098534e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 6918 members 
Mstep: Class 3 contains 30716 members 
Mstep: Class 4 contains 34664 members 
Mstep: Class 5 contains 38739 members 
Mstep: Class 6 contains 23985 members 
Mstep: Class 7 contains 16901 members 
Mstep: Class 8 contains 8940 members 
Mstep: Class 9 contains 66944 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1265 members 
Mstep: Class 12 contains 55034 members 
Mstep: Class 13 contains 34252 members 
Mstep: Class 14 contains 3260 members 
Mstep: Class 15 contains 5651 members 
Mstep: Class 16 contains 17413 members 
Mstep: Class 17 contains 10415 members 
Mstep: Class 18 contains 31183 members 
Mstep: Class 19 contains 64397 members 
Mstep: Class 20 contains 1836 members 
Mstep: Class 21 contains 1325 members 
Mstep: Class 22 contains 8757 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 10204 members 
Mstep: Class 25 contains 6178 members 
Mstep: Class 26 contains 41025 members 
Mstep: Class 27 contains 22449 members 
Mstep: Class 28 contains 5493 members 
Mstep: Class 29 contains 4547 members 
Mstep: Class 30 contains 655 members 
Mstep: Class 31 contains 10483 members 
Mstep: Class 32 contains 468 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 38 contains 71107 members 
Mstep: Class 39 contains 6904 members 
Mstep: Class 40 contains 269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80985584.000000 Penalty: 77823.304688
Iteration 216Q: 40 clusters Score -8.098558e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 6918 members 
Mstep: Class 3 contains 30627 members 
Mstep: Class 4 contains 34663 members 
Mstep: Class 5 contains 39195 members 
Mstep: Class 6 contains 23986 members 
Mstep: Class 7 contains 16963 members 
Mstep: Class 8 contains 8938 members 
Mstep: Class 9 contains 66971 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1265 members 
Mstep: Class 12 contains 54740 members 
Mstep: Class 13 contains 34252 members 
Mstep: Class 14 contains 3262 members 
Mstep: Class 15 contains 5650 members 
Mstep: Class 16 contains 17412 members 
Mstep: Class 17 contains 10412 members 
Mstep: Class 18 contains 31180 members 
Mstep: Class 19 contains 64400 members 
Mstep: Class 20 contains 1837 members 
Mstep: Class 21 contains 1325 members 
Mstep: Class 22 contains 8758 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 10209 members 
Mstep: Class 25 contains 6175 members 
Mstep: Class 26 contains 41037 members 
Mstep: Class 27 contains 22449 members 
Mstep: Class 28 contains 5487 members 
Mstep: Class 29 contains 4547 members 
Mstep: Class 30 contains 655 members 
Mstep: Class 31 contains 10483 members 
Mstep: Class 32 contains 468 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 38 contains 70937 members 
Mstep: Class 39 contains 6908 members 
Mstep: Class 40 contains 269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80985704.000000 Penalty: 77823.304688
Iteration 217Q: 40 clusters Score -8.09857e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 6918 members 
Mstep: Class 3 contains 30554 members 
Mstep: Class 4 contains 34662 members 
Mstep: Class 5 contains 39632 members 
Mstep: Class 6 contains 23985 members 
Mstep: Class 7 contains 17010 members 
Mstep: Class 8 contains 8939 members 
Mstep: Class 9 contains 67007 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1265 members 
Mstep: Class 12 contains 54476 members 
Mstep: Class 13 contains 34258 members 
Mstep: Class 14 contains 3262 members 
Mstep: Class 15 contains 5651 members 
Mstep: Class 16 contains 17412 members 
Mstep: Class 17 contains 10409 members 
Mstep: Class 18 contains 31176 members 
Mstep: Class 19 contains 64405 members 
Mstep: Class 20 contains 1835 members 
Mstep: Class 21 contains 1324 members 
Mstep: Class 22 contains 8757 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 10217 members 
Mstep: Class 25 contains 6172 members 
Mstep: Class 26 contains 41047 members 
Mstep: Class 27 contains 22449 members 
Mstep: Class 28 contains 5482 members 
Mstep: Class 29 contains 4545 members 
Mstep: Class 30 contains 655 members 
Mstep: Class 31 contains 10484 members 
Mstep: Class 32 contains 468 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 38 contains 70747 members 
Mstep: Class 39 contains 6906 members 
Mstep: Class 40 contains 269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80985976.000000 Penalty: 77823.304688
Iteration 218Q: 40 clusters Score -8.098598e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 6918 members 
Mstep: Class 3 contains 30492 members 
Mstep: Class 4 contains 34662 members 
Mstep: Class 5 contains 40074 members 
Mstep: Class 6 contains 23985 members 
Mstep: Class 7 contains 17036 members 
Mstep: Class 8 contains 8940 members 
Mstep: Class 9 contains 67065 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1265 members 
Mstep: Class 12 contains 54199 members 
Mstep: Class 13 contains 34267 members 
Mstep: Class 14 contains 3261 members 
Mstep: Class 15 contains 5650 members 
Mstep: Class 16 contains 17409 members 
Mstep: Class 17 contains 10407 members 
Mstep: Class 18 contains 31176 members 
Mstep: Class 19 contains 64404 members 
Mstep: Class 20 contains 1835 members 
Mstep: Class 21 contains 1324 members 
Mstep: Class 22 contains 8757 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 10217 members 
Mstep: Class 25 contains 6169 members 
Mstep: Class 26 contains 41048 members 
Mstep: Class 27 contains 22449 members 
Mstep: Class 28 contains 5476 members 
Mstep: Class 29 contains 4546 members 
Mstep: Class 30 contains 655 members 
Mstep: Class 31 contains 10484 members 
Mstep: Class 32 contains 468 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 38 contains 70563 members 
Mstep: Class 39 contains 6908 members 
Mstep: Class 40 contains 269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80986128.000000 Penalty: 77823.304688
Iteration 219Q: 40 clusters Score -8.098613e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 6918 members 
Mstep: Class 3 contains 30435 members 
Mstep: Class 4 contains 34660 members 
Mstep: Class 5 contains 40441 members 
Mstep: Class 6 contains 23988 members 
Mstep: Class 7 contains 17063 members 
Mstep: Class 8 contains 8937 members 
Mstep: Class 9 contains 67120 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1265 members 
Mstep: Class 12 contains 53967 members 
Mstep: Class 13 contains 34275 members 
Mstep: Class 14 contains 3260 members 
Mstep: Class 15 contains 5652 members 
Mstep: Class 16 contains 17410 members 
Mstep: Class 17 contains 10407 members 
Mstep: Class 18 contains 31162 members 
Mstep: Class 19 contains 64403 members 
Mstep: Class 20 contains 1834 members 
Mstep: Class 21 contains 1324 members 
Mstep: Class 22 contains 8757 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 10218 members 
Mstep: Class 25 contains 6167 members 
Mstep: Class 26 contains 41055 members 
Mstep: Class 27 contains 22447 members 
Mstep: Class 28 contains 5473 members 
Mstep: Class 29 contains 4546 members 
Mstep: Class 30 contains 655 members 
Mstep: Class 31 contains 10482 members 
Mstep: Class 32 contains 468 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 38 contains 70414 members 
Mstep: Class 39 contains 6906 members 
Mstep: Class 40 contains 269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80986248.000000 Penalty: 77823.304688
Iteration 220F: 40 clusters Score -8.098625e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 6918 members 
Mstep: Class 3 contains 30369 members 
Mstep: Class 4 contains 34659 members 
Mstep: Class 5 contains 40815 members 
Mstep: Class 6 contains 23989 members 
Mstep: Class 7 contains 17092 members 
Mstep: Class 8 contains 8937 members 
Mstep: Class 9 contains 67197 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1265 members 
Mstep: Class 12 contains 53707 members 
Mstep: Class 13 contains 34283 members 
Mstep: Class 14 contains 3261 members 
Mstep: Class 15 contains 5649 members 
Mstep: Class 16 contains 17412 members 
Mstep: Class 17 contains 10405 members 
Mstep: Class 18 contains 31152 members 
Mstep: Class 19 contains 64405 members 
Mstep: Class 20 contains 1834 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 8757 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 10221 members 
Mstep: Class 25 contains 6165 members 
Mstep: Class 26 contains 41060 members 
Mstep: Class 27 contains 22446 members 
Mstep: Class 28 contains 5473 members 
Mstep: Class 29 contains 4546 members 
Mstep: Class 30 contains 655 members 
Mstep: Class 31 contains 10483 members 
Mstep: Class 32 contains 468 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 38 contains 70256 members 
Mstep: Class 39 contains 6907 members 
Mstep: Class 40 contains 269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80986352.000000 Penalty: 77823.304688
Iteration 221Q: 40 clusters Score -8.098635e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 6918 members 
Mstep: Class 3 contains 30302 members 
Mstep: Class 4 contains 34660 members 
Mstep: Class 5 contains 41191 members 
Mstep: Class 6 contains 23989 members 
Mstep: Class 7 contains 17114 members 
Mstep: Class 8 contains 8936 members 
Mstep: Class 9 contains 67286 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1265 members 
Mstep: Class 12 contains 53439 members 
Mstep: Class 13 contains 34287 members 
Mstep: Class 14 contains 3261 members 
Mstep: Class 15 contains 5649 members 
Mstep: Class 16 contains 17413 members 
Mstep: Class 17 contains 10407 members 
Mstep: Class 18 contains 31149 members 
Mstep: Class 19 contains 64406 members 
Mstep: Class 20 contains 1834 members 
Mstep: Class 21 contains 1324 members 
Mstep: Class 22 contains 8757 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 10221 members 
Mstep: Class 25 contains 6162 members 
Mstep: Class 26 contains 41069 members 
Mstep: Class 27 contains 22445 members 
Mstep: Class 28 contains 5471 members 
Mstep: Class 29 contains 4546 members 
Mstep: Class 30 contains 655 members 
Mstep: Class 31 contains 10484 members 
Mstep: Class 32 contains 468 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 38 contains 70094 members 
Mstep: Class 39 contains 6906 members 
Mstep: Class 40 contains 269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80986560.000000 Penalty: 77823.304688
Iteration 222Q: 40 clusters Score -8.098656e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 6918 members 
Mstep: Class 3 contains 30227 members 
Mstep: Class 4 contains 34661 members 
Mstep: Class 5 contains 41526 members 
Mstep: Class 6 contains 23988 members 
Mstep: Class 7 contains 17130 members 
Mstep: Class 8 contains 8936 members 
Mstep: Class 9 contains 67379 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1265 members 
Mstep: Class 12 contains 53202 members 
Mstep: Class 13 contains 34292 members 
Mstep: Class 14 contains 3261 members 
Mstep: Class 15 contains 5647 members 
Mstep: Class 16 contains 17414 members 
Mstep: Class 17 contains 10411 members 
Mstep: Class 18 contains 31138 members 
Mstep: Class 19 contains 64408 members 
Mstep: Class 20 contains 1834 members 
Mstep: Class 21 contains 1324 members 
Mstep: Class 22 contains 8758 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 10225 members 
Mstep: Class 25 contains 6159 members 
Mstep: Class 26 contains 41084 members 
Mstep: Class 27 contains 22445 members 
Mstep: Class 28 contains 5469 members 
Mstep: Class 29 contains 4546 members 
Mstep: Class 30 contains 655 members 
Mstep: Class 31 contains 10485 members 
Mstep: Class 32 contains 468 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 38 contains 69940 members 
Mstep: Class 39 contains 6913 members 
Mstep: Class 40 contains 269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80986560.000000 Penalty: 77823.304688
Iteration 223Q: 40 clusters Score -8.098656e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 6918 members 
Mstep: Class 3 contains 30170 members 
Mstep: Class 4 contains 34662 members 
Mstep: Class 5 contains 41796 members 
Mstep: Class 6 contains 23987 members 
Mstep: Class 7 contains 17146 members 
Mstep: Class 8 contains 8937 members 
Mstep: Class 9 contains 67490 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1265 members 
Mstep: Class 12 contains 52967 members 
Mstep: Class 13 contains 34293 members 
Mstep: Class 14 contains 3261 members 
Mstep: Class 15 contains 5649 members 
Mstep: Class 16 contains 17416 members 
Mstep: Class 17 contains 10414 members 
Mstep: Class 18 contains 31143 members 
Mstep: Class 19 contains 64408 members 
Mstep: Class 20 contains 1834 members 
Mstep: Class 21 contains 1324 members 
Mstep: Class 22 contains 8757 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 10228 members 
Mstep: Class 25 contains 6152 members 
Mstep: Class 26 contains 41094 members 
Mstep: Class 27 contains 22445 members 
Mstep: Class 28 contains 5469 members 
Mstep: Class 29 contains 4546 members 
Mstep: Class 30 contains 655 members 
Mstep: Class 31 contains 10486 members 
Mstep: Class 32 contains 468 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 38 contains 69810 members 
Mstep: Class 39 contains 6918 members 
Mstep: Class 40 contains 269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80986528.000000 Penalty: 77823.304688
Iteration 224Q: 40 clusters Score -8.098653e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 6918 members 
Mstep: Class 3 contains 30106 members 
Mstep: Class 4 contains 34661 members 
Mstep: Class 5 contains 42079 members 
Mstep: Class 6 contains 23986 members 
Mstep: Class 7 contains 17167 members 
Mstep: Class 8 contains 8938 members 
Mstep: Class 9 contains 67621 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1265 members 
Mstep: Class 12 contains 52719 members 
Mstep: Class 13 contains 34299 members 
Mstep: Class 14 contains 3261 members 
Mstep: Class 15 contains 5650 members 
Mstep: Class 16 contains 17417 members 
Mstep: Class 17 contains 10415 members 
Mstep: Class 18 contains 31134 members 
Mstep: Class 19 contains 64408 members 
Mstep: Class 20 contains 1834 members 
Mstep: Class 21 contains 1324 members 
Mstep: Class 22 contains 8757 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 10232 members 
Mstep: Class 25 contains 6151 members 
Mstep: Class 26 contains 41106 members 
Mstep: Class 27 contains 22446 members 
Mstep: Class 28 contains 5472 members 
Mstep: Class 29 contains 4546 members 
Mstep: Class 30 contains 655 members 
Mstep: Class 31 contains 10488 members 
Mstep: Class 32 contains 468 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 38 contains 69663 members 
Mstep: Class 39 contains 6922 members 
Mstep: Class 40 contains 269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80986624.000000 Penalty: 77823.304688
Iteration 225Q: 40 clusters Score -8.098662e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 6918 members 
Mstep: Class 3 contains 30054 members 
Mstep: Class 4 contains 34660 members 
Mstep: Class 5 contains 42343 members 
Mstep: Class 6 contains 23989 members 
Mstep: Class 7 contains 17194 members 
Mstep: Class 8 contains 8938 members 
Mstep: Class 9 contains 67753 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1265 members 
Mstep: Class 12 contains 52466 members 
Mstep: Class 13 contains 34304 members 
Mstep: Class 14 contains 3261 members 
Mstep: Class 15 contains 5648 members 
Mstep: Class 16 contains 17417 members 
Mstep: Class 17 contains 10413 members 
Mstep: Class 18 contains 31127 members 
Mstep: Class 19 contains 64408 members 
Mstep: Class 20 contains 1834 members 
Mstep: Class 21 contains 1324 members 
Mstep: Class 22 contains 8756 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 10234 members 
Mstep: Class 25 contains 6147 members 
Mstep: Class 26 contains 41119 members 
Mstep: Class 27 contains 22446 members 
Mstep: Class 28 contains 5468 members 
Mstep: Class 29 contains 4546 members 
Mstep: Class 30 contains 655 members 
Mstep: Class 31 contains 10488 members 
Mstep: Class 32 contains 468 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 38 contains 69533 members 
Mstep: Class 39 contains 6932 members 
Mstep: Class 40 contains 269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80986744.000000 Penalty: 77823.304688
Iteration 226Q: 40 clusters Score -8.098674e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 6918 members 
Mstep: Class 3 contains 29999 members 
Mstep: Class 4 contains 34659 members 
Mstep: Class 5 contains 42628 members 
Mstep: Class 6 contains 23992 members 
Mstep: Class 7 contains 17215 members 
Mstep: Class 8 contains 8938 members 
Mstep: Class 9 contains 67880 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1265 members 
Mstep: Class 12 contains 52205 members 
Mstep: Class 13 contains 34304 members 
Mstep: Class 14 contains 3261 members 
Mstep: Class 15 contains 5648 members 
Mstep: Class 16 contains 17418 members 
Mstep: Class 17 contains 10413 members 
Mstep: Class 18 contains 31126 members 
Mstep: Class 19 contains 64407 members 
Mstep: Class 20 contains 1834 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 8754 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 10234 members 
Mstep: Class 25 contains 6144 members 
Mstep: Class 26 contains 41129 members 
Mstep: Class 27 contains 22446 members 
Mstep: Class 28 contains 5465 members 
Mstep: Class 29 contains 4546 members 
Mstep: Class 30 contains 655 members 
Mstep: Class 31 contains 10489 members 
Mstep: Class 32 contains 468 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 38 contains 69411 members 
Mstep: Class 39 contains 6934 members 
Mstep: Class 40 contains 269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80986664.000000 Penalty: 77823.304688
Iteration 227Q: 40 clusters Score -8.098666e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 6918 members 
Mstep: Class 3 contains 29947 members 
Mstep: Class 4 contains 34657 members 
Mstep: Class 5 contains 42904 members 
Mstep: Class 6 contains 23993 members 
Mstep: Class 7 contains 17237 members 
Mstep: Class 8 contains 8938 members 
Mstep: Class 9 contains 68003 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1265 members 
Mstep: Class 12 contains 51980 members 
Mstep: Class 13 contains 34304 members 
Mstep: Class 14 contains 3261 members 
Mstep: Class 15 contains 5651 members 
Mstep: Class 16 contains 17420 members 
Mstep: Class 17 contains 10417 members 
Mstep: Class 18 contains 31126 members 
Mstep: Class 19 contains 64409 members 
Mstep: Class 20 contains 1834 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 8754 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 10234 members 
Mstep: Class 25 contains 6141 members 
Mstep: Class 26 contains 41127 members 
Mstep: Class 27 contains 22446 members 
Mstep: Class 28 contains 5465 members 
Mstep: Class 29 contains 4546 members 
Mstep: Class 30 contains 655 members 
Mstep: Class 31 contains 10488 members 
Mstep: Class 32 contains 468 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 38 contains 69266 members 
Mstep: Class 39 contains 6931 members 
Mstep: Class 40 contains 269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80986696.000000 Penalty: 77823.304688
Iteration 228Q: 40 clusters Score -8.09867e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 6918 members 
Mstep: Class 3 contains 29913 members 
Mstep: Class 4 contains 34653 members 
Mstep: Class 5 contains 43211 members 
Mstep: Class 6 contains 23993 members 
Mstep: Class 7 contains 17255 members 
Mstep: Class 8 contains 8938 members 
Mstep: Class 9 contains 68117 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1265 members 
Mstep: Class 12 contains 51756 members 
Mstep: Class 13 contains 34307 members 
Mstep: Class 14 contains 3260 members 
Mstep: Class 15 contains 5651 members 
Mstep: Class 16 contains 17423 members 
Mstep: Class 17 contains 10421 members 
Mstep: Class 18 contains 31124 members 
Mstep: Class 19 contains 64412 members 
Mstep: Class 20 contains 1834 members 
Mstep: Class 21 contains 1323 members 
Mstep: Class 22 contains 8754 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 10235 members 
Mstep: Class 25 contains 6140 members 
Mstep: Class 26 contains 41120 members 
Mstep: Class 27 contains 22446 members 
Mstep: Class 28 contains 5463 members 
Mstep: Class 29 contains 4547 members 
Mstep: Class 30 contains 655 members 
Mstep: Class 31 contains 10489 members 
Mstep: Class 32 contains 468 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 38 contains 69085 members 
Mstep: Class 39 contains 6932 members 
Mstep: Class 40 contains 269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80986632.000000 Penalty: 77823.304688
Iteration 229Q: 40 clusters Score -8.098663e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 6918 members 
Mstep: Class 3 contains 29885 members 
Mstep: Class 4 contains 34653 members 
Mstep: Class 5 contains 43449 members 
Mstep: Class 6 contains 23993 members 
Mstep: Class 7 contains 17266 members 
Mstep: Class 8 contains 8937 members 
Mstep: Class 9 contains 68214 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1265 members 
Mstep: Class 12 contains 51567 members 
Mstep: Class 13 contains 34302 members 
Mstep: Class 14 contains 3259 members 
Mstep: Class 15 contains 5651 members 
Mstep: Class 16 contains 17428 members 
Mstep: Class 17 contains 10423 members 
Mstep: Class 18 contains 31123 members 
Mstep: Class 19 contains 64414 members 
Mstep: Class 20 contains 1834 members 
Mstep: Class 21 contains 1324 members 
Mstep: Class 22 contains 8754 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 10235 members 
Mstep: Class 25 contains 6137 members 
Mstep: Class 26 contains 41124 members 
Mstep: Class 27 contains 22447 members 
Mstep: Class 28 contains 5460 members 
Mstep: Class 29 contains 4547 members 
Mstep: Class 30 contains 655 members 
Mstep: Class 31 contains 10489 members 
Mstep: Class 32 contains 468 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 38 contains 68948 members 
Mstep: Class 39 contains 6939 members 
Mstep: Class 40 contains 269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80986576.000000 Penalty: 77823.304688
Iteration 230Q: 40 clusters Score -8.098658e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 6918 members 
Mstep: Class 3 contains 29860 members 
Mstep: Class 4 contains 34653 members 
Mstep: Class 5 contains 43691 members 
Mstep: Class 6 contains 23994 members 
Mstep: Class 7 contains 17264 members 
Mstep: Class 8 contains 8938 members 
Mstep: Class 9 contains 68296 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1265 members 
Mstep: Class 12 contains 51408 members 
Mstep: Class 13 contains 34298 members 
Mstep: Class 14 contains 3259 members 
Mstep: Class 15 contains 5652 members 
Mstep: Class 16 contains 17425 members 
Mstep: Class 17 contains 10423 members 
Mstep: Class 18 contains 31119 members 
Mstep: Class 19 contains 64417 members 
Mstep: Class 20 contains 1835 members 
Mstep: Class 21 contains 1325 members 
Mstep: Class 22 contains 8754 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 10235 members 
Mstep: Class 25 contains 6136 members 
Mstep: Class 26 contains 41121 members 
Mstep: Class 27 contains 22446 members 
Mstep: Class 28 contains 5456 members 
Mstep: Class 29 contains 4547 members 
Mstep: Class 30 contains 655 members 
Mstep: Class 31 contains 10490 members 
Mstep: Class 32 contains 468 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 38 contains 68813 members 
Mstep: Class 39 contains 6947 members 
Mstep: Class 40 contains 269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80986640.000000 Penalty: 77823.304688
Iteration 231Q: 40 clusters Score -8.098664e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 6918 members 
Mstep: Class 3 contains 29832 members 
Mstep: Class 4 contains 34655 members 
Mstep: Class 5 contains 43924 members 
Mstep: Class 6 contains 23994 members 
Mstep: Class 7 contains 17266 members 
Mstep: Class 8 contains 8938 members 
Mstep: Class 9 contains 68396 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1265 members 
Mstep: Class 12 contains 51246 members 
Mstep: Class 13 contains 34298 members 
Mstep: Class 14 contains 3259 members 
Mstep: Class 15 contains 5651 members 
Mstep: Class 16 contains 17426 members 
Mstep: Class 17 contains 10424 members 
Mstep: Class 18 contains 31113 members 
Mstep: Class 19 contains 64413 members 
Mstep: Class 20 contains 1835 members 
Mstep: Class 21 contains 1326 members 
Mstep: Class 22 contains 8755 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 10235 members 
Mstep: Class 25 contains 6135 members 
Mstep: Class 26 contains 41114 members 
Mstep: Class 27 contains 22445 members 
Mstep: Class 28 contains 5452 members 
Mstep: Class 29 contains 4547 members 
Mstep: Class 30 contains 655 members 
Mstep: Class 31 contains 10489 members 
Mstep: Class 32 contains 468 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 38 contains 68684 members 
Mstep: Class 39 contains 6950 members 
Mstep: Class 40 contains 269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80986688.000000 Penalty: 77823.304688
Iteration 232Q: 40 clusters Score -8.098669e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 6918 members 
Mstep: Class 3 contains 29808 members 
Mstep: Class 4 contains 34656 members 
Mstep: Class 5 contains 44156 members 
Mstep: Class 6 contains 23994 members 
Mstep: Class 7 contains 17279 members 
Mstep: Class 8 contains 8935 members 
Mstep: Class 9 contains 68477 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1265 members 
Mstep: Class 12 contains 51077 members 
Mstep: Class 13 contains 34298 members 
Mstep: Class 14 contains 3259 members 
Mstep: Class 15 contains 5652 members 
Mstep: Class 16 contains 17428 members 
Mstep: Class 17 contains 10425 members 
Mstep: Class 18 contains 31119 members 
Mstep: Class 19 contains 64412 members 
Mstep: Class 20 contains 1835 members 
Mstep: Class 21 contains 1326 members 
Mstep: Class 22 contains 8755 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 10233 members 
Mstep: Class 25 contains 6135 members 
Mstep: Class 26 contains 41122 members 
Mstep: Class 27 contains 22445 members 
Mstep: Class 28 contains 5448 members 
Mstep: Class 29 contains 4546 members 
Mstep: Class 30 contains 655 members 
Mstep: Class 31 contains 10490 members 
Mstep: Class 32 contains 468 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 38 contains 68531 members 
Mstep: Class 39 contains 6961 members 
Mstep: Class 40 contains 269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80986672.000000 Penalty: 77823.304688
Iteration 233Q: 40 clusters Score -8.098667e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 6918 members 
Mstep: Class 3 contains 29774 members 
Mstep: Class 4 contains 34657 members 
Mstep: Class 5 contains 44421 members 
Mstep: Class 6 contains 23994 members 
Mstep: Class 7 contains 17296 members 
Mstep: Class 8 contains 8933 members 
Mstep: Class 9 contains 68550 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1264 members 
Mstep: Class 12 contains 50920 members 
Mstep: Class 13 contains 34298 members 
Mstep: Class 14 contains 3259 members 
Mstep: Class 15 contains 5653 members 
Mstep: Class 16 contains 17426 members 
Mstep: Class 17 contains 10423 members 
Mstep: Class 18 contains 31122 members 
Mstep: Class 19 contains 64414 members 
Mstep: Class 20 contains 1835 members 
Mstep: Class 21 contains 1326 members 
Mstep: Class 22 contains 8755 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 10234 members 
Mstep: Class 25 contains 6133 members 
Mstep: Class 26 contains 41128 members 
Mstep: Class 27 contains 22445 members 
Mstep: Class 28 contains 5446 members 
Mstep: Class 29 contains 4546 members 
Mstep: Class 30 contains 655 members 
Mstep: Class 31 contains 10492 members 
Mstep: Class 32 contains 468 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 38 contains 68356 members 
Mstep: Class 39 contains 6967 members 
Mstep: Class 40 contains 269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80986760.000000 Penalty: 77823.304688
Iteration 234Q: 40 clusters Score -8.098676e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 6918 members 
Mstep: Class 3 contains 29729 members 
Mstep: Class 4 contains 34656 members 
Mstep: Class 5 contains 44648 members 
Mstep: Class 6 contains 23995 members 
Mstep: Class 7 contains 17318 members 
Mstep: Class 8 contains 8929 members 
Mstep: Class 9 contains 68622 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1264 members 
Mstep: Class 12 contains 50784 members 
Mstep: Class 13 contains 34299 members 
Mstep: Class 14 contains 3259 members 
Mstep: Class 15 contains 5654 members 
Mstep: Class 16 contains 17427 members 
Mstep: Class 17 contains 10424 members 
Mstep: Class 18 contains 31128 members 
Mstep: Class 19 contains 64412 members 
Mstep: Class 20 contains 1834 members 
Mstep: Class 21 contains 1327 members 
Mstep: Class 22 contains 8755 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 10236 members 
Mstep: Class 25 contains 6132 members 
Mstep: Class 26 contains 41132 members 
Mstep: Class 27 contains 22444 members 
Mstep: Class 28 contains 5446 members 
Mstep: Class 29 contains 4547 members 
Mstep: Class 30 contains 655 members 
Mstep: Class 31 contains 10494 members 
Mstep: Class 32 contains 468 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 38 contains 68194 members 
Mstep: Class 39 contains 6978 members 
Mstep: Class 40 contains 269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80986800.000000 Penalty: 77823.304688
Iteration 235Q: 40 clusters Score -8.09868e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 6918 members 
Mstep: Class 3 contains 29688 members 
Mstep: Class 4 contains 34655 members 
Mstep: Class 5 contains 44871 members 
Mstep: Class 6 contains 23996 members 
Mstep: Class 7 contains 17352 members 
Mstep: Class 8 contains 8925 members 
Mstep: Class 9 contains 68686 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1264 members 
Mstep: Class 12 contains 50663 members 
Mstep: Class 13 contains 34304 members 
Mstep: Class 14 contains 3258 members 
Mstep: Class 15 contains 5655 members 
Mstep: Class 16 contains 17429 members 
Mstep: Class 17 contains 10421 members 
Mstep: Class 18 contains 31130 members 
Mstep: Class 19 contains 64412 members 
Mstep: Class 20 contains 1834 members 
Mstep: Class 21 contains 1329 members 
Mstep: Class 22 contains 8755 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 10234 members 
Mstep: Class 25 contains 6130 members 
Mstep: Class 26 contains 41131 members 
Mstep: Class 27 contains 22443 members 
Mstep: Class 28 contains 5446 members 
Mstep: Class 29 contains 4547 members 
Mstep: Class 30 contains 655 members 
Mstep: Class 31 contains 10495 members 
Mstep: Class 32 contains 468 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 38 contains 68027 members 
Mstep: Class 39 contains 6987 members 
Mstep: Class 40 contains 269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80986952.000000 Penalty: 77823.304688
Iteration 236Q: 40 clusters Score -8.098695e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 6918 members 
Mstep: Class 3 contains 29648 members 
Mstep: Class 4 contains 34652 members 
Mstep: Class 5 contains 45091 members 
Mstep: Class 6 contains 23996 members 
Mstep: Class 7 contains 17380 members 
Mstep: Class 8 contains 8923 members 
Mstep: Class 9 contains 68740 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1264 members 
Mstep: Class 12 contains 50564 members 
Mstep: Class 13 contains 34303 members 
Mstep: Class 14 contains 3257 members 
Mstep: Class 15 contains 5655 members 
Mstep: Class 16 contains 17428 members 
Mstep: Class 17 contains 10421 members 
Mstep: Class 18 contains 31129 members 
Mstep: Class 19 contains 64412 members 
Mstep: Class 20 contains 1834 members 
Mstep: Class 21 contains 1332 members 
Mstep: Class 22 contains 8755 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 10235 members 
Mstep: Class 25 contains 6130 members 
Mstep: Class 26 contains 41140 members 
Mstep: Class 27 contains 22442 members 
Mstep: Class 28 contains 5447 members 
Mstep: Class 29 contains 4548 members 
Mstep: Class 30 contains 655 members 
Mstep: Class 31 contains 10496 members 
Mstep: Class 32 contains 468 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 38 contains 67852 members 
Mstep: Class 39 contains 6995 members 
Mstep: Class 40 contains 269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80986992.000000 Penalty: 77823.304688
Iteration 237Q: 40 clusters Score -8.098699e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 6918 members 
Mstep: Class 3 contains 29634 members 
Mstep: Class 4 contains 34652 members 
Mstep: Class 5 contains 45279 members 
Mstep: Class 6 contains 23996 members 
Mstep: Class 7 contains 17406 members 
Mstep: Class 8 contains 8921 members 
Mstep: Class 9 contains 68803 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1264 members 
Mstep: Class 12 contains 50482 members 
Mstep: Class 13 contains 34303 members 
Mstep: Class 14 contains 3256 members 
Mstep: Class 15 contains 5655 members 
Mstep: Class 16 contains 17428 members 
Mstep: Class 17 contains 10419 members 
Mstep: Class 18 contains 31129 members 
Mstep: Class 19 contains 64412 members 
Mstep: Class 20 contains 1833 members 
Mstep: Class 21 contains 1333 members 
Mstep: Class 22 contains 8755 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 10236 members 
Mstep: Class 25 contains 6128 members 
Mstep: Class 26 contains 41133 members 
Mstep: Class 27 contains 22442 members 
Mstep: Class 28 contains 5444 members 
Mstep: Class 29 contains 4549 members 
Mstep: Class 30 contains 655 members 
Mstep: Class 31 contains 10498 members 
Mstep: Class 32 contains 468 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 38 contains 67682 members 
Mstep: Class 39 contains 6997 members 
Mstep: Class 40 contains 269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80987032.000000 Penalty: 77823.304688
Iteration 238Q: 40 clusters Score -8.098703e+07 nChanged 497
Entering ConstructFrom: 
Score: -80987032.000000 Penalty: 77823.304688
Entering ConstructFrom: 
Trying to split cluster 1 (21672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Entering Unmasked Estep 
Score: -2754509.000000 Penalty: 1485.585938
	Iteration 0F: 2 clusters Score -2754509 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -2740356.500000 Penalty: 2971.171875
	Iteration 0F: 3 clusters Score -2740356 nChanged 9582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -2745482.750000 Penalty: 2971.171875
	Iteration 1F: 3 clusters Score -2745483 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -2745960.000000 Penalty: 2971.171875
	Iteration 2F: 3 clusters Score -2745960 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -2746393.000000 Penalty: 2971.171875
	Iteration 3Q: 3 clusters Score -2746393 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -2746823.000000 Penalty: 2971.171875
	Iteration 4Q: 3 clusters Score -2746823 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -2747310.250000 Penalty: 2971.171875
	Iteration 5Q: 3 clusters Score -2747310 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -2747937.000000 Penalty: 2971.171875
	Iteration 6F: 3 clusters Score -2747937 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -2748746.000000 Penalty: 2971.171875
	Iteration 7F: 3 clusters Score -2748746 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -2749675.250000 Penalty: 2971.171875
	Iteration 8F: 3 clusters Score -2749675 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -2750561.500000 Penalty: 2971.171875
	Iteration 9F: 3 clusters Score -2750562 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -2751414.250000 Penalty: 2971.171875
	Iteration 10Q: 3 clusters Score -2751414 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -2752074.750000 Penalty: 2971.171875
	Iteration 11Q: 3 clusters Score -2752075 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 20322 members 
Entering Unmasked Estep 
Score: -2752532.000000 Penalty: 2971.171875
	Iteration 12Q: 3 clusters Score -2752532 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -2752792.250000 Penalty: 2971.171875
	Iteration 13Q: 3 clusters Score -2752792 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -2752962.750000 Penalty: 2971.171875
	Iteration 14Q: 3 clusters Score -2752963 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -2753085.000000 Penalty: 2971.171875
	Iteration 15Q: 3 clusters Score -2753085 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -2753170.500000 Penalty: 2971.171875
	Iteration 16Q: 3 clusters Score -2753170 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 21106 members 
Entering Unmasked Estep 
Score: -2753222.750000 Penalty: 2971.171875
	Iteration 17Q: 3 clusters Score -2753223 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -2753269.500000 Penalty: 2971.171875
	Iteration 18Q: 3 clusters Score -2753270 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -2753308.000000 Penalty: 2971.171875
	Iteration 19Q: 3 clusters Score -2753308 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 21201 members 
Entering Unmasked Estep 
Score: -2753332.750000 Penalty: 2971.171875
	Iteration 20F: 3 clusters Score -2753333 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 21214 members 
Entering Unmasked Estep 
Score: -2753350.000000 Penalty: 2971.171875
	Iteration 21Q: 3 clusters Score -2753350 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -2753374.000000 Penalty: 2971.171875
	Iteration 22Q: 3 clusters Score -2753374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 21234 members 
Entering Unmasked Estep 
Score: -2753376.750000 Penalty: 2971.171875
	Iteration 23Q: 3 clusters Score -2753377 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -2753390.500000 Penalty: 2971.171875
	Iteration 24Q: 3 clusters Score -2753390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -2753399.000000 Penalty: 2971.171875
	Iteration 25Q: 3 clusters Score -2753399 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -2753404.500000 Penalty: 2971.171875
	Iteration 26Q: 3 clusters Score -2753404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -2753410.250000 Penalty: 2971.171875
	Iteration 27Q: 3 clusters Score -2753410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -2753410.750000 Penalty: 2971.171875
	Iteration 28Q: 3 clusters Score -2753411 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -2753410.750000 Penalty: 2971.171875
	Iteration 29F: 3 clusters Score -2753411 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Entering Unmasked Estep 
Score: -878731.750000 Penalty: 1315.671997
	Iteration 0F: 2 clusters Score -878731.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -873897.312500 Penalty: 2631.343994
	Iteration 0F: 3 clusters Score -873897.3 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -875323.500000 Penalty: 2631.343994
	Iteration 1F: 3 clusters Score -875323.5 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -875586.187500 Penalty: 2631.343994
	Iteration 2F: 3 clusters Score -875586.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -875738.687500 Penalty: 2631.343994
	Iteration 3Q: 3 clusters Score -875738.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -875841.375000 Penalty: 2631.343994
	Iteration 4Q: 3 clusters Score -875841.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -875911.062500 Penalty: 2631.343994
	Iteration 5Q: 3 clusters Score -875911.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -875964.937500 Penalty: 2631.343994
	Iteration 6Q: 3 clusters Score -875964.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -876005.250000 Penalty: 2631.343994
	Iteration 7Q: 3 clusters Score -876005.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -876040.250000 Penalty: 2631.343994
	Iteration 8Q: 3 clusters Score -876040.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -876071.312500 Penalty: 2631.343994
	Iteration 9Q: 3 clusters Score -876071.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -876097.500000 Penalty: 2631.343994
	Iteration 10Q: 3 clusters Score -876097.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -876120.187500 Penalty: 2631.343994
	Iteration 11Q: 3 clusters Score -876120.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -876141.687500 Penalty: 2631.343994
	Iteration 12Q: 3 clusters Score -876141.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -876168.312500 Penalty: 2631.343994
	Iteration 13Q: 3 clusters Score -876168.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -876194.250000 Penalty: 2631.343994
	Iteration 14Q: 3 clusters Score -876194.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -876224.937500 Penalty: 2631.343994
	Iteration 15Q: 3 clusters Score -876224.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -876268.312500 Penalty: 2631.343994
	Iteration 16Q: 3 clusters Score -876268.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -876317.125000 Penalty: 2631.343994
	Iteration 17Q: 3 clusters Score -876317.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -876365.812500 Penalty: 2631.343994
	Iteration 18Q: 3 clusters Score -876365.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -876428.687500 Penalty: 2631.343994
	Iteration 19Q: 3 clusters Score -876428.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -876500.062500 Penalty: 2631.343994
	Iteration 20F: 3 clusters Score -876500.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -876580.500000 Penalty: 2631.343994
	Iteration 21Q: 3 clusters Score -876580.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -876686.812500 Penalty: 2631.343994
	Iteration 22Q: 3 clusters Score -876686.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -876805.062500 Penalty: 2631.343994
	Iteration 23Q: 3 clusters Score -876805.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -876914.937500 Penalty: 2631.343994
	Iteration 24Q: 3 clusters Score -876914.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -877015.687500 Penalty: 2631.343994
	Iteration 25Q: 3 clusters Score -877015.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -877105.375000 Penalty: 2631.343994
	Iteration 26Q: 3 clusters Score -877105.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -877188.437500 Penalty: 2631.343994
	Iteration 27Q: 3 clusters Score -877188.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -877261.187500 Penalty: 2631.343994
	Iteration 28Q: 3 clusters Score -877261.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -877353.562500 Penalty: 2631.343994
	Iteration 29Q: 3 clusters Score -877353.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -877441.500000 Penalty: 2631.343994
	Iteration 30Q: 3 clusters Score -877441.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -877513.437500 Penalty: 2631.343994
	Iteration 31Q: 3 clusters Score -877513.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -877568.500000 Penalty: 2631.343994
	Iteration 32Q: 3 clusters Score -877568.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -877605.250000 Penalty: 2631.343994
	Iteration 33Q: 3 clusters Score -877605.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -877627.250000 Penalty: 2631.343994
	Iteration 34Q: 3 clusters Score -877627.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -877643.062500 Penalty: 2631.343994
	Iteration 35Q: 3 clusters Score -877643.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -877659.250000 Penalty: 2631.343994
	Iteration 36Q: 3 clusters Score -877659.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -877670.562500 Penalty: 2631.343994
	Iteration 37Q: 3 clusters Score -877670.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -877681.062500 Penalty: 2631.343994
	Iteration 38Q: 3 clusters Score -877681.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -877686.375000 Penalty: 2631.343994
	Iteration 39Q: 3 clusters Score -877686.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -877690.437500 Penalty: 2631.343994
	Iteration 40F: 3 clusters Score -877690.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -877695.125000 Penalty: 2631.343994
	Iteration 41Q: 3 clusters Score -877695.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -877703.500000 Penalty: 2631.343994
	Iteration 42Q: 3 clusters Score -877703.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -877707.812500 Penalty: 2631.343994
	Iteration 43Q: 3 clusters Score -877707.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -877710.750000 Penalty: 2631.343994
	Iteration 44Q: 3 clusters Score -877710.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -877713.375000 Penalty: 2631.343994
	Iteration 45Q: 3 clusters Score -877713.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -877715.125000 Penalty: 2631.343994
	Iteration 46Q: 3 clusters Score -877715.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -877715.250000 Penalty: 2631.343994
	Iteration 47Q: 3 clusters Score -877715.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -877715.062500 Penalty: 2631.343994
	Iteration 48Q: 3 clusters Score -877715.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -877718.062500 Penalty: 2631.343994
	Iteration 49Q: 3 clusters Score -877718.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -877718.062500 Penalty: 2631.343994
	Iteration 50F: 3 clusters Score -877718.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (29608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29608 members 
Entering Unmasked Estep 
Score: -3628976.750000 Penalty: 1532.015137
	Iteration 0F: 2 clusters Score -3628977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -3609749.250000 Penalty: 3064.030273
	Iteration 0F: 3 clusters Score -3609749 nChanged 13280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -3616757.000000 Penalty: 3064.030273
	Iteration 1F: 3 clusters Score -3616757 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -3617176.250000 Penalty: 3064.030273
	Iteration 2Q: 3 clusters Score -3617176 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -3617521.250000 Penalty: 3064.030273
	Iteration 3Q: 3 clusters Score -3617521 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -3617846.750000 Penalty: 3064.030273
	Iteration 4Q: 3 clusters Score -3617847 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -3618135.250000 Penalty: 3064.030273
	Iteration 5Q: 3 clusters Score -3618135 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -3618413.000000 Penalty: 3064.030273
	Iteration 6Q: 3 clusters Score -3618413 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -3618743.750000 Penalty: 3064.030273
	Iteration 7Q: 3 clusters Score -3618744 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -3619156.500000 Penalty: 3064.030273
	Iteration 8Q: 3 clusters Score -3619156 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18860 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -3619763.750000 Penalty: 3064.030273
	Iteration 9Q: 3 clusters Score -3619764 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -3620586.000000 Penalty: 3064.030273
	Iteration 10Q: 3 clusters Score -3620586 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -3621698.750000 Penalty: 3064.030273
	Iteration 11F: 3 clusters Score -3621699 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -3622956.000000 Penalty: 3064.030273
	Iteration 12F: 3 clusters Score -3622956 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24518 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -3624171.000000 Penalty: 3064.030273
	Iteration 13F: 3 clusters Score -3624171 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25710 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -3625217.500000 Penalty: 3064.030273
	Iteration 14Q: 3 clusters Score -3625218 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26637 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -3626067.000000 Penalty: 3064.030273
	Iteration 15Q: 3 clusters Score -3626067 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27303 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -3626674.000000 Penalty: 3064.030273
	Iteration 16Q: 3 clusters Score -3626674 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27743 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -3627027.500000 Penalty: 3064.030273
	Iteration 17Q: 3 clusters Score -3627028 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28044 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -3627253.750000 Penalty: 3064.030273
	Iteration 18Q: 3 clusters Score -3627254 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28243 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -3627397.250000 Penalty: 3064.030273
	Iteration 19Q: 3 clusters Score -3627397 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28377 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -3627487.750000 Penalty: 3064.030273
	Iteration 20F: 3 clusters Score -3627488 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28497 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -3627578.500000 Penalty: 3064.030273
	Iteration 21Q: 3 clusters Score -3627578 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28581 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -3627644.250000 Penalty: 3064.030273
	Iteration 22Q: 3 clusters Score -3627644 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28659 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -3627690.000000 Penalty: 3064.030273
	Iteration 23Q: 3 clusters Score -3627690 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28708 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -3627741.500000 Penalty: 3064.030273
	Iteration 24Q: 3 clusters Score -3627742 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28751 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -3627767.000000 Penalty: 3064.030273
	Iteration 25Q: 3 clusters Score -3627767 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28778 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -3627785.250000 Penalty: 3064.030273
	Iteration 26Q: 3 clusters Score -3627785 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28802 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -3627806.750000 Penalty: 3064.030273
	Iteration 27Q: 3 clusters Score -3627807 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28820 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -3627810.750000 Penalty: 3064.030273
	Iteration 28Q: 3 clusters Score -3627811 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28840 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -3627837.250000 Penalty: 3064.030273
	Iteration 29Q: 3 clusters Score -3627837 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28861 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -3627856.250000 Penalty: 3064.030273
	Iteration 30Q: 3 clusters Score -3627856 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28872 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -3627867.250000 Penalty: 3064.030273
	Iteration 31Q: 3 clusters Score -3627867 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28880 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -3627878.250000 Penalty: 3064.030273
	Iteration 32Q: 3 clusters Score -3627878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28893 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -3627888.250000 Penalty: 3064.030273
	Iteration 33Q: 3 clusters Score -3627888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28902 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -3627896.000000 Penalty: 3064.030273
	Iteration 34Q: 3 clusters Score -3627896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28909 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -3627898.750000 Penalty: 3064.030273
	Iteration 35Q: 3 clusters Score -3627899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28910 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -3627896.500000 Penalty: 3064.030273
	Iteration 36Q: 3 clusters Score -3627896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28909 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -3627895.750000 Penalty: 3064.030273
	Iteration 37Q: 3 clusters Score -3627896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28911 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -3627900.000000 Penalty: 3064.030273
	Iteration 38Q: 3 clusters Score -3627900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28913 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -3627899.500000 Penalty: 3064.030273
	Iteration 39Q: 3 clusters Score -3627900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28915 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -3627900.750000 Penalty: 3064.030273
	Iteration 40F: 3 clusters Score -3627901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28918 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -3627903.500000 Penalty: 3064.030273
	Iteration 41Q: 3 clusters Score -3627904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28919 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3627904.000000 Penalty: 3064.030273
	Iteration 42Q: 3 clusters Score -3627904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28920 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -3627905.250000 Penalty: 3064.030273
	Iteration 43Q: 3 clusters Score -3627905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28920 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -3627905.250000 Penalty: 3064.030273
	Iteration 44F: 3 clusters Score -3627905 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (34652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34652 members 
Entering Unmasked Estep 
Score: -4355145.000000 Penalty: 1555.422852
	Iteration 0F: 2 clusters Score -4355145 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -4332562.500000 Penalty: 3110.845703
	Iteration 0F: 3 clusters Score -4332562 nChanged 15774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -4340996.500000 Penalty: 3110.845703
	Iteration 1F: 3 clusters Score -4340996 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -4341399.500000 Penalty: 3110.845703
	Iteration 2Q: 3 clusters Score -4341400 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -4341851.500000 Penalty: 3110.845703
	Iteration 3Q: 3 clusters Score -4341852 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -4342318.000000 Penalty: 3110.845703
	Iteration 4Q: 3 clusters Score -4342318 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -4342893.000000 Penalty: 3110.845703
	Iteration 5Q: 3 clusters Score -4342893 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21856 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -4343617.000000 Penalty: 3110.845703
	Iteration 6Q: 3 clusters Score -4343617 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -4344605.000000 Penalty: 3110.845703
	Iteration 7F: 3 clusters Score -4344605 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25513 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -4345909.500000 Penalty: 3110.845703
	Iteration 8F: 3 clusters Score -4345910 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27725 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -4347585.000000 Penalty: 3110.845703
	Iteration 9F: 3 clusters Score -4347585 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29948 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -4349483.000000 Penalty: 3110.845703
	Iteration 10F: 3 clusters Score -4349483 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31839 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -4351214.000000 Penalty: 3110.845703
	Iteration 11F: 3 clusters Score -4351214 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33162 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -4352456.000000 Penalty: 3110.845703
	Iteration 12Q: 3 clusters Score -4352456 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33886 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -4353138.500000 Penalty: 3110.845703
	Iteration 13Q: 3 clusters Score -4353138 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34230 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -4353502.000000 Penalty: 3110.845703
	Iteration 14Q: 3 clusters Score -4353502 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34349 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -4353654.000000 Penalty: 3110.845703
	Iteration 15Q: 3 clusters Score -4353654 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34389 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -4353726.000000 Penalty: 3110.845703
	Iteration 16Q: 3 clusters Score -4353726 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34412 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -4353771.000000 Penalty: 3110.845703
	Iteration 17Q: 3 clusters Score -4353771 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34419 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -4353798.000000 Penalty: 3110.845703
	Iteration 18Q: 3 clusters Score -4353798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34425 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -4353819.000000 Penalty: 3110.845703
	Iteration 19Q: 3 clusters Score -4353819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34430 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -4353832.000000 Penalty: 3110.845703
	Iteration 20F: 3 clusters Score -4353832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34434 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -4353836.500000 Penalty: 3110.845703
	Iteration 21Q: 3 clusters Score -4353836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34435 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -4353838.000000 Penalty: 3110.845703
	Iteration 22Q: 3 clusters Score -4353838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34435 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -4353838.500000 Penalty: 3110.845703
	Iteration 23Q: 3 clusters Score -4353838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34436 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -4353843.500000 Penalty: 3110.845703
	Iteration 24Q: 3 clusters Score -4353844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34439 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -4353848.000000 Penalty: 3110.845703
	Iteration 25Q: 3 clusters Score -4353848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34438 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -4353851.500000 Penalty: 3110.845703
	Iteration 26Q: 3 clusters Score -4353852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34439 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -4353853.000000 Penalty: 3110.845703
	Iteration 27Q: 3 clusters Score -4353853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34439 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -4353853.000000 Penalty: 3110.845703
	Iteration 28F: 3 clusters Score -4353853 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (45455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45455 members 
Entering Unmasked Estep 
Score: -5808471.500000 Penalty: 1595.802368
	Iteration 0F: 2 clusters Score -5808472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 22693 members 
Entering Unmasked Estep 
Score: -5779229.500000 Penalty: 3191.604736
	Iteration 0F: 3 clusters Score -5779230 nChanged 20964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -5790516.000000 Penalty: 3191.604736
	Iteration 1F: 3 clusters Score -5790516 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -5790960.000000 Penalty: 3191.604736
	Iteration 2Q: 3 clusters Score -5790960 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -5791425.500000 Penalty: 3191.604736
	Iteration 3Q: 3 clusters Score -5791426 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25547 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -5791920.500000 Penalty: 3191.604736
	Iteration 4Q: 3 clusters Score -5791920 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26795 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -5792507.000000 Penalty: 3191.604736
	Iteration 5Q: 3 clusters Score -5792507 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28449 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -5793322.000000 Penalty: 3191.604736
	Iteration 6Q: 3 clusters Score -5793322 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30714 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -5794585.000000 Penalty: 3191.604736
	Iteration 7F: 3 clusters Score -5794585 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33553 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -5796508.000000 Penalty: 3191.604736
	Iteration 8F: 3 clusters Score -5796508 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36929 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -5799276.000000 Penalty: 3191.604736
	Iteration 9F: 3 clusters Score -5799276 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40299 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -5802306.000000 Penalty: 3191.604736
	Iteration 10F: 3 clusters Score -5802306 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42895 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -5804747.000000 Penalty: 3191.604736
	Iteration 11F: 3 clusters Score -5804747 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44317 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -5806073.000000 Penalty: 3191.604736
	Iteration 12Q: 3 clusters Score -5806073 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44904 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -5806718.000000 Penalty: 3191.604736
	Iteration 13Q: 3 clusters Score -5806718 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45082 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -5806954.000000 Penalty: 3191.604736
	Iteration 14Q: 3 clusters Score -5806954 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45143 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -5807049.500000 Penalty: 3191.604736
	Iteration 15Q: 3 clusters Score -5807050 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45174 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -5807113.500000 Penalty: 3191.604736
	Iteration 16Q: 3 clusters Score -5807114 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45192 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -5807153.500000 Penalty: 3191.604736
	Iteration 17Q: 3 clusters Score -5807154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45198 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -5807166.500000 Penalty: 3191.604736
	Iteration 18Q: 3 clusters Score -5807166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45200 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -5807181.000000 Penalty: 3191.604736
	Iteration 19Q: 3 clusters Score -5807181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45200 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -5807183.000000 Penalty: 3191.604736
	Iteration 20F: 3 clusters Score -5807183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45201 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -5807188.000000 Penalty: 3191.604736
	Iteration 21Q: 3 clusters Score -5807188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45204 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -5807189.500000 Penalty: 3191.604736
	Iteration 22Q: 3 clusters Score -5807190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45207 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -5807201.000000 Penalty: 3191.604736
	Iteration 23Q: 3 clusters Score -5807201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45209 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -5807208.000000 Penalty: 3191.604736
	Iteration 24Q: 3 clusters Score -5807208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45212 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -5807214.500000 Penalty: 3191.604736
	Iteration 25Q: 3 clusters Score -5807214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45214 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -5807221.000000 Penalty: 3191.604736
	Iteration 26Q: 3 clusters Score -5807221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45215 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -5807219.000000 Penalty: 3191.604736
	Iteration 27Q: 3 clusters Score -5807219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45216 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -5807228.500000 Penalty: 3191.604736
	Iteration 28Q: 3 clusters Score -5807228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45216 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -5807228.500000 Penalty: 3191.604736
	Iteration 29F: 3 clusters Score -5807228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (23996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23996 members 
Entering Unmasked Estep 
Score: -2996267.500000 Penalty: 1500.743652
	Iteration 0F: 2 clusters Score -2996268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -2980676.750000 Penalty: 3001.487305
	Iteration 0F: 3 clusters Score -2980677 nChanged 10656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -2986198.750000 Penalty: 3001.487305
	Iteration 1F: 3 clusters Score -2986199 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -2986563.750000 Penalty: 3001.487305
	Iteration 2Q: 3 clusters Score -2986564 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -2986833.000000 Penalty: 3001.487305
	Iteration 3Q: 3 clusters Score -2986833 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -2987047.500000 Penalty: 3001.487305
	Iteration 4Q: 3 clusters Score -2987048 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -2987266.500000 Penalty: 3001.487305
	Iteration 5Q: 3 clusters Score -2987266 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -2987458.500000 Penalty: 3001.487305
	Iteration 6Q: 3 clusters Score -2987458 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -2987716.500000 Penalty: 3001.487305
	Iteration 7Q: 3 clusters Score -2987716 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -2988036.250000 Penalty: 3001.487305
	Iteration 8Q: 3 clusters Score -2988036 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -2988541.750000 Penalty: 3001.487305
	Iteration 9Q: 3 clusters Score -2988542 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -2989351.750000 Penalty: 3001.487305
	Iteration 10F: 3 clusters Score -2989352 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -2990551.750000 Penalty: 3001.487305
	Iteration 11F: 3 clusters Score -2990552 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -2991929.750000 Penalty: 3001.487305
	Iteration 12F: 3 clusters Score -2991930 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21890 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -2993200.500000 Penalty: 3001.487305
	Iteration 13F: 3 clusters Score -2993200 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22811 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2994053.250000 Penalty: 3001.487305
	Iteration 14Q: 3 clusters Score -2994053 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23307 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2994557.000000 Penalty: 3001.487305
	Iteration 15Q: 3 clusters Score -2994557 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2994767.500000 Penalty: 3001.487305
	Iteration 16Q: 3 clusters Score -2994768 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2994868.750000 Penalty: 3001.487305
	Iteration 17Q: 3 clusters Score -2994869 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2994931.500000 Penalty: 3001.487305
	Iteration 18Q: 3 clusters Score -2994932 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2994972.500000 Penalty: 3001.487305
	Iteration 19Q: 3 clusters Score -2994972 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23708 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2995010.000000 Penalty: 3001.487305
	Iteration 20F: 3 clusters Score -2995010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23713 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2995019.250000 Penalty: 3001.487305
	Iteration 21Q: 3 clusters Score -2995019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2995022.000000 Penalty: 3001.487305
	Iteration 22Q: 3 clusters Score -2995022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23719 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -2995030.000000 Penalty: 3001.487305
	Iteration 23Q: 3 clusters Score -2995030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23722 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2995044.750000 Penalty: 3001.487305
	Iteration 24Q: 3 clusters Score -2995045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23726 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2995046.500000 Penalty: 3001.487305
	Iteration 25Q: 3 clusters Score -2995046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23729 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2995054.500000 Penalty: 3001.487305
	Iteration 26Q: 3 clusters Score -2995054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2995059.750000 Penalty: 3001.487305
	Iteration 27Q: 3 clusters Score -2995060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -2995062.250000 Penalty: 3001.487305
	Iteration 28Q: 3 clusters Score -2995062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -2995065.750000 Penalty: 3001.487305
	Iteration 29Q: 3 clusters Score -2995066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23735 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -2995069.750000 Penalty: 3001.487305
	Iteration 30Q: 3 clusters Score -2995070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23735 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -2995069.750000 Penalty: 3001.487305
	Iteration 31F: 3 clusters Score -2995070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (17431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Entering Unmasked Estep 
Score: -2124551.250000 Penalty: 1453.181641
	Iteration 0F: 2 clusters Score -2124551 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -2113055.000000 Penalty: 2906.363281
	Iteration 0F: 3 clusters Score -2113055 nChanged 7583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -2117184.500000 Penalty: 2906.363281
	Iteration 1F: 3 clusters Score -2117184 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -2117561.000000 Penalty: 2906.363281
	Iteration 2F: 3 clusters Score -2117561 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -2117855.250000 Penalty: 2906.363281
	Iteration 3Q: 3 clusters Score -2117855 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -2118132.250000 Penalty: 2906.363281
	Iteration 4Q: 3 clusters Score -2118132 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -2118410.250000 Penalty: 2906.363281
	Iteration 5Q: 3 clusters Score -2118410 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -2118730.500000 Penalty: 2906.363281
	Iteration 6Q: 3 clusters Score -2118730 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -2119087.250000 Penalty: 2906.363281
	Iteration 7Q: 3 clusters Score -2119087 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -2119516.750000 Penalty: 2906.363281
	Iteration 8Q: 3 clusters Score -2119517 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -2119945.750000 Penalty: 2906.363281
	Iteration 9Q: 3 clusters Score -2119946 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -2120323.500000 Penalty: 2906.363281
	Iteration 10Q: 3 clusters Score -2120324 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -2120669.000000 Penalty: 2906.363281
	Iteration 11Q: 3 clusters Score -2120669 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -2120948.500000 Penalty: 2906.363281
	Iteration 12Q: 3 clusters Score -2120948 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -2121195.750000 Penalty: 2906.363281
	Iteration 13Q: 3 clusters Score -2121196 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -2121419.500000 Penalty: 2906.363281
	Iteration 14Q: 3 clusters Score -2121420 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -2121624.250000 Penalty: 2906.363281
	Iteration 15Q: 3 clusters Score -2121624 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -2121841.250000 Penalty: 2906.363281
	Iteration 16Q: 3 clusters Score -2121841 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -2122079.000000 Penalty: 2906.363281
	Iteration 17Q: 3 clusters Score -2122079 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -2122323.750000 Penalty: 2906.363281
	Iteration 18Q: 3 clusters Score -2122324 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -2122523.750000 Penalty: 2906.363281
	Iteration 19Q: 3 clusters Score -2122524 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -2122701.500000 Penalty: 2906.363281
	Iteration 20F: 3 clusters Score -2122702 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -2122842.750000 Penalty: 2906.363281
	Iteration 21Q: 3 clusters Score -2122843 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -2122961.750000 Penalty: 2906.363281
	Iteration 22Q: 3 clusters Score -2122962 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -2123066.250000 Penalty: 2906.363281
	Iteration 23Q: 3 clusters Score -2123066 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -2123158.500000 Penalty: 2906.363281
	Iteration 24Q: 3 clusters Score -2123158 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -2123218.000000 Penalty: 2906.363281
	Iteration 25Q: 3 clusters Score -2123218 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -2123278.250000 Penalty: 2906.363281
	Iteration 26Q: 3 clusters Score -2123278 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -2123313.250000 Penalty: 2906.363281
	Iteration 27Q: 3 clusters Score -2123313 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -2123340.500000 Penalty: 2906.363281
	Iteration 28Q: 3 clusters Score -2123340 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -2123374.250000 Penalty: 2906.363281
	Iteration 29Q: 3 clusters Score -2123374 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2123406.750000 Penalty: 2906.363281
	Iteration 30Q: 3 clusters Score -2123407 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2123433.000000 Penalty: 2906.363281
	Iteration 31Q: 3 clusters Score -2123433 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2123460.750000 Penalty: 2906.363281
	Iteration 32Q: 3 clusters Score -2123461 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2123477.500000 Penalty: 2906.363281
	Iteration 33Q: 3 clusters Score -2123478 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2123489.750000 Penalty: 2906.363281
	Iteration 34Q: 3 clusters Score -2123490 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -2123502.750000 Penalty: 2906.363281
	Iteration 35Q: 3 clusters Score -2123503 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2123510.500000 Penalty: 2906.363281
	Iteration 36Q: 3 clusters Score -2123510 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -2123513.250000 Penalty: 2906.363281
	Iteration 37Q: 3 clusters Score -2123513 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -2123518.500000 Penalty: 2906.363281
	Iteration 38Q: 3 clusters Score -2123518 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2123521.750000 Penalty: 2906.363281
	Iteration 39Q: 3 clusters Score -2123522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -2123531.750000 Penalty: 2906.363281
	Iteration 40F: 3 clusters Score -2123532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2123534.500000 Penalty: 2906.363281
	Iteration 41Q: 3 clusters Score -2123534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2123541.250000 Penalty: 2906.363281
	Iteration 42Q: 3 clusters Score -2123541 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2123541.750000 Penalty: 2906.363281
	Iteration 43Q: 3 clusters Score -2123542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2123545.000000 Penalty: 2906.363281
	Iteration 44Q: 3 clusters Score -2123545 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2123545.500000 Penalty: 2906.363281
	Iteration 45Q: 3 clusters Score -2123546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -2123545.500000 Penalty: 2906.363281
	Iteration 46Q: 3 clusters Score -2123546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2123550.000000 Penalty: 2906.363281
	Iteration 47Q: 3 clusters Score -2123550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2123550.750000 Penalty: 2906.363281
	Iteration 48Q: 3 clusters Score -2123551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2123552.000000 Penalty: 2906.363281
	Iteration 49Q: 3 clusters Score -2123552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2123551.500000 Penalty: 2906.363281
	Iteration 50Q: 3 clusters Score -2123552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2123553.000000 Penalty: 2906.363281
	Iteration 51Q: 3 clusters Score -2123553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2123551.500000 Penalty: 2906.363281
	Iteration 52Q: 3 clusters Score -2123552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -2123551.250000 Penalty: 2906.363281
	Iteration 53Q: 3 clusters Score -2123551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2123553.000000 Penalty: 2906.363281
	Iteration 54Q: 3 clusters Score -2123553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2123552.250000 Penalty: 2906.363281
	Iteration 55Q: 3 clusters Score -2123552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2123552.250000 Penalty: 2906.363281
	Iteration 56F: 3 clusters Score -2123552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Entering Unmasked Estep 
Score: -1071338.500000 Penalty: 1353.475708
	Iteration 0F: 2 clusters Score -1071338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1065269.875000 Penalty: 2706.951416
	Iteration 0F: 3 clusters Score -1065270 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1067306.500000 Penalty: 2706.951416
	Iteration 1F: 3 clusters Score -1067306 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1067666.125000 Penalty: 2706.951416
	Iteration 2F: 3 clusters Score -1067666 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1067957.375000 Penalty: 2706.951416
	Iteration 3F: 3 clusters Score -1067957 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1068190.750000 Penalty: 2706.951416
	Iteration 4Q: 3 clusters Score -1068191 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1068401.000000 Penalty: 2706.951416
	Iteration 5Q: 3 clusters Score -1068401 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1068596.000000 Penalty: 2706.951416
	Iteration 6Q: 3 clusters Score -1068596 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1068776.625000 Penalty: 2706.951416
	Iteration 7Q: 3 clusters Score -1068777 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1068928.875000 Penalty: 2706.951416
	Iteration 8Q: 3 clusters Score -1068929 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1069069.125000 Penalty: 2706.951416
	Iteration 9Q: 3 clusters Score -1069069 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1069202.875000 Penalty: 2706.951416
	Iteration 10Q: 3 clusters Score -1069203 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1069351.750000 Penalty: 2706.951416
	Iteration 11Q: 3 clusters Score -1069352 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1069503.500000 Penalty: 2706.951416
	Iteration 12Q: 3 clusters Score -1069504 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1069660.375000 Penalty: 2706.951416
	Iteration 13Q: 3 clusters Score -1069660 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1069809.375000 Penalty: 2706.951416
	Iteration 14Q: 3 clusters Score -1069809 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1069934.875000 Penalty: 2706.951416
	Iteration 15Q: 3 clusters Score -1069935 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1070034.625000 Penalty: 2706.951416
	Iteration 16Q: 3 clusters Score -1070035 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1070146.625000 Penalty: 2706.951416
	Iteration 17Q: 3 clusters Score -1070147 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1070229.875000 Penalty: 2706.951416
	Iteration 18Q: 3 clusters Score -1070230 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1070303.000000 Penalty: 2706.951416
	Iteration 19Q: 3 clusters Score -1070303 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1070357.500000 Penalty: 2706.951416
	Iteration 20F: 3 clusters Score -1070358 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1070404.125000 Penalty: 2706.951416
	Iteration 21Q: 3 clusters Score -1070404 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1070440.625000 Penalty: 2706.951416
	Iteration 22Q: 3 clusters Score -1070441 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1070474.750000 Penalty: 2706.951416
	Iteration 23Q: 3 clusters Score -1070475 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1070507.125000 Penalty: 2706.951416
	Iteration 24Q: 3 clusters Score -1070507 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1070524.500000 Penalty: 2706.951416
	Iteration 25Q: 3 clusters Score -1070524 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1070537.125000 Penalty: 2706.951416
	Iteration 26Q: 3 clusters Score -1070537 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1070550.625000 Penalty: 2706.951416
	Iteration 27Q: 3 clusters Score -1070551 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1070570.375000 Penalty: 2706.951416
	Iteration 28Q: 3 clusters Score -1070570 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1070591.875000 Penalty: 2706.951416
	Iteration 29Q: 3 clusters Score -1070592 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1070615.375000 Penalty: 2706.951416
	Iteration 30Q: 3 clusters Score -1070615 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1070639.000000 Penalty: 2706.951416
	Iteration 31Q: 3 clusters Score -1070639 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1070660.000000 Penalty: 2706.951416
	Iteration 32Q: 3 clusters Score -1070660 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1070672.750000 Penalty: 2706.951416
	Iteration 33Q: 3 clusters Score -1070673 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1070688.875000 Penalty: 2706.951416
	Iteration 34Q: 3 clusters Score -1070689 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1070701.750000 Penalty: 2706.951416
	Iteration 35Q: 3 clusters Score -1070702 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1070714.000000 Penalty: 2706.951416
	Iteration 36Q: 3 clusters Score -1070714 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1070723.125000 Penalty: 2706.951416
	Iteration 37Q: 3 clusters Score -1070723 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1070731.000000 Penalty: 2706.951416
	Iteration 38Q: 3 clusters Score -1070731 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1070738.250000 Penalty: 2706.951416
	Iteration 39Q: 3 clusters Score -1070738 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1070744.125000 Penalty: 2706.951416
	Iteration 40F: 3 clusters Score -1070744 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1070751.750000 Penalty: 2706.951416
	Iteration 41Q: 3 clusters Score -1070752 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1070761.250000 Penalty: 2706.951416
	Iteration 42Q: 3 clusters Score -1070761 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1070768.750000 Penalty: 2706.951416
	Iteration 43Q: 3 clusters Score -1070769 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1070770.250000 Penalty: 2706.951416
	Iteration 44Q: 3 clusters Score -1070770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1070771.125000 Penalty: 2706.951416
	Iteration 45Q: 3 clusters Score -1070771 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1070774.000000 Penalty: 2706.951416
	Iteration 46Q: 3 clusters Score -1070774 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1070781.625000 Penalty: 2706.951416
	Iteration 47Q: 3 clusters Score -1070782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1070784.875000 Penalty: 2706.951416
	Iteration 48Q: 3 clusters Score -1070785 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1070784.000000 Penalty: 2706.951416
	Iteration 49Q: 3 clusters Score -1070784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1070782.125000 Penalty: 2706.951416
	Iteration 50Q: 3 clusters Score -1070782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1070784.750000 Penalty: 2706.951416
	Iteration 51Q: 3 clusters Score -1070785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1070784.375000 Penalty: 2706.951416
	Iteration 52Q: 3 clusters Score -1070784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1070784.375000 Penalty: 2706.951416
	Iteration 53F: 3 clusters Score -1070784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (68869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68869 members 
Entering Unmasked Estep 
Score: -8694287.000000 Penalty: 1657.626221
	Iteration 0F: 2 clusters Score -8694287 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34432 members 
Mstep: Class 2 contains 34437 members 
Entering Unmasked Estep 
Score: -8652128.000000 Penalty: 3315.252441
	Iteration 0F: 3 clusters Score -8652128 nChanged 32251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34645 members 
Mstep: Class 2 contains 34224 members 
Entering Unmasked Estep 
Score: -8670256.000000 Penalty: 3315.252441
	Iteration 1F: 3 clusters Score -8670256 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34920 members 
Mstep: Class 2 contains 33949 members 
Entering Unmasked Estep 
Score: -8670887.000000 Penalty: 3315.252441
	Iteration 2Q: 3 clusters Score -8670887 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35341 members 
Mstep: Class 2 contains 33528 members 
Entering Unmasked Estep 
Score: -8671542.000000 Penalty: 3315.252441
	Iteration 3Q: 3 clusters Score -8671542 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36001 members 
Mstep: Class 2 contains 32868 members 
Entering Unmasked Estep 
Score: -8672266.000000 Penalty: 3315.252441
	Iteration 4Q: 3 clusters Score -8672266 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36962 members 
Mstep: Class 2 contains 31907 members 
Entering Unmasked Estep 
Score: -8673297.000000 Penalty: 3315.252441
	Iteration 5Q: 3 clusters Score -8673297 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38339 members 
Mstep: Class 2 contains 30530 members 
Entering Unmasked Estep 
Score: -8674324.000000 Penalty: 3315.252441
	Iteration 6Q: 3 clusters Score -8674324 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40281 members 
Mstep: Class 2 contains 28588 members 
Entering Unmasked Estep 
Score: -8675868.000000 Penalty: 3315.252441
	Iteration 7F: 3 clusters Score -8675868 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42707 members 
Mstep: Class 2 contains 26162 members 
Entering Unmasked Estep 
Score: -8677622.000000 Penalty: 3315.252441
	Iteration 8F: 3 clusters Score -8677622 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45450 members 
Mstep: Class 2 contains 23419 members 
Entering Unmasked Estep 
Score: -8679505.000000 Penalty: 3315.252441
	Iteration 9F: 3 clusters Score -8679505 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48343 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -8681450.000000 Penalty: 3315.252441
	Iteration 10F: 3 clusters Score -8681450 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51199 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -8683259.000000 Penalty: 3315.252441
	Iteration 11F: 3 clusters Score -8683259 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53992 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -8685058.000000 Penalty: 3315.252441
	Iteration 12Q: 3 clusters Score -8685058 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56624 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -8686701.000000 Penalty: 3315.252441
	Iteration 13Q: 3 clusters Score -8686701 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59004 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -8688017.000000 Penalty: 3315.252441
	Iteration 14Q: 3 clusters Score -8688017 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61143 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -8689223.000000 Penalty: 3315.252441
	Iteration 15Q: 3 clusters Score -8689223 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62962 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -8690266.000000 Penalty: 3315.252441
	Iteration 16Q: 3 clusters Score -8690266 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64401 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -8691073.000000 Penalty: 3315.252441
	Iteration 17Q: 3 clusters Score -8691073 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65471 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -8691610.000000 Penalty: 3315.252441
	Iteration 18Q: 3 clusters Score -8691610 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66256 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -8691990.000000 Penalty: 3315.252441
	Iteration 19Q: 3 clusters Score -8691990 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66795 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -8692236.000000 Penalty: 3315.252441
	Iteration 20F: 3 clusters Score -8692236 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67175 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -8692356.000000 Penalty: 3315.252441
	Iteration 21Q: 3 clusters Score -8692356 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67445 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -8692486.000000 Penalty: 3315.252441
	Iteration 22Q: 3 clusters Score -8692486 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67627 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -8692594.000000 Penalty: 3315.252441
	Iteration 23Q: 3 clusters Score -8692594 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67768 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -8692684.000000 Penalty: 3315.252441
	Iteration 24Q: 3 clusters Score -8692684 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67875 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -8692742.000000 Penalty: 3315.252441
	Iteration 25Q: 3 clusters Score -8692742 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67954 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -8692784.000000 Penalty: 3315.252441
	Iteration 26Q: 3 clusters Score -8692784 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68006 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -8692823.000000 Penalty: 3315.252441
	Iteration 27Q: 3 clusters Score -8692823 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68048 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -8692830.000000 Penalty: 3315.252441
	Iteration 28Q: 3 clusters Score -8692830 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68079 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -8692846.000000 Penalty: 3315.252441
	Iteration 29Q: 3 clusters Score -8692846 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68112 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -8692869.000000 Penalty: 3315.252441
	Iteration 30Q: 3 clusters Score -8692869 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68151 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -8692910.000000 Penalty: 3315.252441
	Iteration 31Q: 3 clusters Score -8692910 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68175 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -8692936.000000 Penalty: 3315.252441
	Iteration 32Q: 3 clusters Score -8692936 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68194 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -8692937.000000 Penalty: 3315.252441
	Iteration 33Q: 3 clusters Score -8692937 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68215 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -8692953.000000 Penalty: 3315.252441
	Iteration 34Q: 3 clusters Score -8692953 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68232 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -8692956.000000 Penalty: 3315.252441
	Iteration 35Q: 3 clusters Score -8692956 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68248 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -8692962.000000 Penalty: 3315.252441
	Iteration 36Q: 3 clusters Score -8692962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68254 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -8692974.000000 Penalty: 3315.252441
	Iteration 37Q: 3 clusters Score -8692974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68261 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -8692994.000000 Penalty: 3315.252441
	Iteration 38Q: 3 clusters Score -8692994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68269 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -8693004.000000 Penalty: 3315.252441
	Iteration 39Q: 3 clusters Score -8693004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68282 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -8693009.000000 Penalty: 3315.252441
	Iteration 40F: 3 clusters Score -8693009 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68290 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -8693007.000000 Penalty: 3315.252441
	Iteration 41Q: 3 clusters Score -8693007 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68297 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -8693010.000000 Penalty: 3315.252441
	Iteration 42Q: 3 clusters Score -8693010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68304 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -8693017.000000 Penalty: 3315.252441
	Iteration 43Q: 3 clusters Score -8693017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68308 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -8693019.000000 Penalty: 3315.252441
	Iteration 44Q: 3 clusters Score -8693019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68312 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -8693022.000000 Penalty: 3315.252441
	Iteration 45Q: 3 clusters Score -8693022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68315 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -8693020.000000 Penalty: 3315.252441
	Iteration 46Q: 3 clusters Score -8693020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68316 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -8693022.000000 Penalty: 3315.252441
	Iteration 47Q: 3 clusters Score -8693022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68314 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -8693019.000000 Penalty: 3315.252441
	Iteration 48Q: 3 clusters Score -8693019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68314 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -8693019.000000 Penalty: 3315.252441
	Iteration 49F: 3 clusters Score -8693019 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -54585.429688 Penalty: 951.614990
	Iteration 0F: 2 clusters Score -54585.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -53632.570312 Penalty: 1903.229980
	Iteration 0F: 3 clusters Score -53632.57 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -53873.371094 Penalty: 1903.229980
	Iteration 1F: 3 clusters Score -53873.37 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -54040.152344 Penalty: 1903.229980
	Iteration 2F: 3 clusters Score -54040.15 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -54240.324219 Penalty: 1903.229980
	Iteration 3F: 3 clusters Score -54240.32 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -54434.246094 Penalty: 1903.229980
	Iteration 4Q: 3 clusters Score -54434.25 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -54513.972656 Penalty: 1903.229980
	Iteration 5Q: 3 clusters Score -54513.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -54579.699219 Penalty: 1903.229980
	Iteration 6Q: 3 clusters Score -54579.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -54632.488281 Penalty: 1903.229980
	Iteration 7Q: 3 clusters Score -54632.49 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -54674.218750 Penalty: 1903.229980
	Iteration 8Q: 3 clusters Score -54674.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -54721.441406 Penalty: 1903.229980
	Iteration 9Q: 3 clusters Score -54721.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -54755.722656 Penalty: 1903.229980
	Iteration 10Q: 3 clusters Score -54755.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -54776.410156 Penalty: 1903.229980
	Iteration 11Q: 3 clusters Score -54776.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -54789.468750 Penalty: 1903.229980
	Iteration 12Q: 3 clusters Score -54789.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -54806.363281 Penalty: 1903.229980
	Iteration 13Q: 3 clusters Score -54806.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -54826.378906 Penalty: 1903.229980
	Iteration 14Q: 3 clusters Score -54826.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -54838.023438 Penalty: 1903.229980
	Iteration 15Q: 3 clusters Score -54838.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -54845.902344 Penalty: 1903.229980
	Iteration 16Q: 3 clusters Score -54845.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -54848.800781 Penalty: 1903.229980
	Iteration 17F: 3 clusters Score -54848.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -54854.597656 Penalty: 1903.229980
	Iteration 18Q: 3 clusters Score -54854.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -54870.023438 Penalty: 1903.229980
	Iteration 19Q: 3 clusters Score -54870.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -54873.507812 Penalty: 1903.229980
	Iteration 20F: 3 clusters Score -54873.51 nChanged 2
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: -54877.351562 Penalty: 1903.229980
	Iteration 21Q: 3 clusters Score -54877.35 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: -54879.234375 Penalty: 1903.229980
	Iteration 22Q: 3 clusters Score -54879.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -54886.058594 Penalty: 1903.229980
	Iteration 23Q: 3 clusters Score -54886.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -54894.105469 Penalty: 1903.229980
	Iteration 24Q: 3 clusters Score -54894.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -54902.355469 Penalty: 1903.229980
	Iteration 25Q: 3 clusters Score -54902.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -54913.417969 Penalty: 1903.229980
	Iteration 26Q: 3 clusters Score -54913.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -54924.988281 Penalty: 1903.229980
	Iteration 27Q: 3 clusters Score -54924.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -54937.019531 Penalty: 1903.229980
	Iteration 28Q: 3 clusters Score -54937.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -54944.199219 Penalty: 1903.229980
	Iteration 29Q: 3 clusters Score -54944.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -54955.902344 Penalty: 1903.229980
	Iteration 30Q: 3 clusters Score -54955.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -54966.878906 Penalty: 1903.229980
	Iteration 31Q: 3 clusters Score -54966.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -54968.441406 Penalty: 1903.229980
	Iteration 32Q: 3 clusters Score -54968.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -54968.441406 Penalty: 1903.229980
	Iteration 33F: 3 clusters Score -54968.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 6918 members 
Mstep: Class 3 contains 29608 members 
Mstep: Class 4 contains 34652 members 
Mstep: Class 5 contains 45455 members 
Mstep: Class 6 contains 23996 members 
Mstep: Class 7 contains 17431 members 
Mstep: Class 8 contains 8919 members 
Mstep: Class 9 contains 68869 members 
Mstep: Class 10 contains 400 members 
Mstep: Class 11 contains 1264 members 
Mstep: Class 12 contains 50400 members 
Mstep: Class 13 contains 34303 members 
Mstep: Class 14 contains 3256 members 
Mstep: Class 15 contains 5656 members 
Mstep: Class 16 contains 17429 members 
Mstep: Class 17 contains 10414 members 
Mstep: Class 18 contains 31138 members 
Mstep: Class 19 contains 64412 members 
Mstep: Class 20 contains 1833 members 
Mstep: Class 21 contains 1334 members 
Mstep: Class 22 contains 8755 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 10237 members 
Mstep: Class 25 contains 6125 members 
Mstep: Class 26 contains 41138 members 
Mstep: Class 27 contains 22442 members 
Mstep: Class 28 contains 5444 members 
Mstep: Class 29 contains 4548 members 
Mstep: Class 30 contains 655 members 
Mstep: Class 31 contains 10498 members 
Mstep: Class 32 contains 468 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 199 members 
Mstep: Class 38 contains 67511 members 
Mstep: Class 39 contains 7002 members 
Mstep: Class 40 contains 269 members 
Entering Unmasked Estep 
Score: -80986376.000000 Penalty: 79818.773438
Splitting cluster 10 changes total score from -80987032.000000 to -80986376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (1264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Entering Unmasked Estep 
Score: -148886.000000 Penalty: 1062.734985
	Iteration 0F: 2 clusters Score -148886 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 626 members 
Entering Unmasked Estep 
Score: -147465.843750 Penalty: 2125.469971
	Iteration 0F: 3 clusters Score -147465.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -147807.015625 Penalty: 2125.469971
	Iteration 1F: 3 clusters Score -147807 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -147910.484375 Penalty: 2125.469971
	Iteration 2F: 3 clusters Score -147910.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -147980.046875 Penalty: 2125.469971
	Iteration 3Q: 3 clusters Score -147980 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -147996.046875 Penalty: 2125.469971
	Iteration 4Q: 3 clusters Score -147996 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -148017.312500 Penalty: 2125.469971
	Iteration 5Q: 3 clusters Score -148017.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -148029.921875 Penalty: 2125.469971
	Iteration 6Q: 3 clusters Score -148029.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -148041.343750 Penalty: 2125.469971
	Iteration 7Q: 3 clusters Score -148041.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -148046.640625 Penalty: 2125.469971
	Iteration 8Q: 3 clusters Score -148046.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -148049.234375 Penalty: 2125.469971
	Iteration 9Q: 3 clusters Score -148049.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -148051.140625 Penalty: 2125.469971
	Iteration 10Q: 3 clusters Score -148051.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -148053.437500 Penalty: 2125.469971
	Iteration 11Q: 3 clusters Score -148053.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -148054.375000 Penalty: 2125.469971
	Iteration 12Q: 3 clusters Score -148054.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -148054.796875 Penalty: 2125.469971
	Iteration 13Q: 3 clusters Score -148054.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -148054.796875 Penalty: 2125.469971
	Iteration 14F: 3 clusters Score -148054.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (50400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50400 members 
Entering Unmasked Estep 
Score: -6415518.500000 Penalty: 1611.168701
	Iteration 0F: 2 clusters Score -6415518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25132 members 
Mstep: Class 2 contains 25268 members 
Entering Unmasked Estep 
Score: -6383360.500000 Penalty: 3222.337402
	Iteration 0F: 3 clusters Score -6383360 nChanged 23416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23986 members 
Mstep: Class 2 contains 26414 members 
Entering Unmasked Estep 
Score: -6396451.000000 Penalty: 3222.337402
	Iteration 1F: 3 clusters Score -6396451 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23136 members 
Mstep: Class 2 contains 27264 members 
Entering Unmasked Estep 
Score: -6397291.500000 Penalty: 3222.337402
	Iteration 2Q: 3 clusters Score -6397292 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 28468 members 
Entering Unmasked Estep 
Score: -6398501.000000 Penalty: 3222.337402
	Iteration 3F: 3 clusters Score -6398501 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 30155 members 
Entering Unmasked Estep 
Score: -6400230.000000 Penalty: 3222.337402
	Iteration 4F: 3 clusters Score -6400230 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 32295 members 
Entering Unmasked Estep 
Score: -6402371.000000 Penalty: 3222.337402
	Iteration 5F: 3 clusters Score -6402371 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 34619 members 
Entering Unmasked Estep 
Score: -6404505.000000 Penalty: 3222.337402
	Iteration 6F: 3 clusters Score -6404505 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 36849 members 
Entering Unmasked Estep 
Score: -6406311.500000 Penalty: 3222.337402
	Iteration 7F: 3 clusters Score -6406312 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 39018 members 
Entering Unmasked Estep 
Score: -6407810.000000 Penalty: 3222.337402
	Iteration 8F: 3 clusters Score -6407810 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 41021 members 
Entering Unmasked Estep 
Score: -6409020.000000 Penalty: 3222.337402
	Iteration 9Q: 3 clusters Score -6409020 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 42855 members 
Entering Unmasked Estep 
Score: -6409972.500000 Penalty: 3222.337402
	Iteration 10Q: 3 clusters Score -6409972 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 44499 members 
Entering Unmasked Estep 
Score: -6410917.500000 Penalty: 3222.337402
	Iteration 11Q: 3 clusters Score -6410918 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 45941 members 
Entering Unmasked Estep 
Score: -6411766.000000 Penalty: 3222.337402
	Iteration 12Q: 3 clusters Score -6411766 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 47155 members 
Entering Unmasked Estep 
Score: -6412487.000000 Penalty: 3222.337402
	Iteration 13Q: 3 clusters Score -6412487 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 48077 members 
Entering Unmasked Estep 
Score: -6413047.500000 Penalty: 3222.337402
	Iteration 14Q: 3 clusters Score -6413048 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 48750 members 
Entering Unmasked Estep 
Score: -6413468.500000 Penalty: 3222.337402
	Iteration 15Q: 3 clusters Score -6413468 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 49200 members 
Entering Unmasked Estep 
Score: -6413767.500000 Penalty: 3222.337402
	Iteration 16Q: 3 clusters Score -6413768 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 49465 members 
Entering Unmasked Estep 
Score: -6413948.500000 Penalty: 3222.337402
	Iteration 17Q: 3 clusters Score -6413948 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 49602 members 
Entering Unmasked Estep 
Score: -6414037.000000 Penalty: 3222.337402
	Iteration 18Q: 3 clusters Score -6414037 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 49690 members 
Entering Unmasked Estep 
Score: -6414120.000000 Penalty: 3222.337402
	Iteration 19Q: 3 clusters Score -6414120 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 49748 members 
Entering Unmasked Estep 
Score: -6414181.500000 Penalty: 3222.337402
	Iteration 20F: 3 clusters Score -6414182 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 49785 members 
Entering Unmasked Estep 
Score: -6414203.500000 Penalty: 3222.337402
	Iteration 21Q: 3 clusters Score -6414204 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 49808 members 
Entering Unmasked Estep 
Score: -6414226.500000 Penalty: 3222.337402
	Iteration 22Q: 3 clusters Score -6414226 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 49833 members 
Entering Unmasked Estep 
Score: -6414262.000000 Penalty: 3222.337402
	Iteration 23Q: 3 clusters Score -6414262 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 49848 members 
Entering Unmasked Estep 
Score: -6414270.500000 Penalty: 3222.337402
	Iteration 24Q: 3 clusters Score -6414270 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 49857 members 
Entering Unmasked Estep 
Score: -6414293.500000 Penalty: 3222.337402
	Iteration 25Q: 3 clusters Score -6414294 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 49869 members 
Entering Unmasked Estep 
Score: -6414302.000000 Penalty: 3222.337402
	Iteration 26Q: 3 clusters Score -6414302 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 49885 members 
Entering Unmasked Estep 
Score: -6414327.500000 Penalty: 3222.337402
	Iteration 27Q: 3 clusters Score -6414328 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 49897 members 
Entering Unmasked Estep 
Score: -6414330.500000 Penalty: 3222.337402
	Iteration 28Q: 3 clusters Score -6414330 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 49907 members 
Entering Unmasked Estep 
Score: -6414339.500000 Penalty: 3222.337402
	Iteration 29Q: 3 clusters Score -6414340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 49913 members 
Entering Unmasked Estep 
Score: -6414347.500000 Penalty: 3222.337402
	Iteration 30Q: 3 clusters Score -6414348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 49914 members 
Entering Unmasked Estep 
Score: -6414352.500000 Penalty: 3222.337402
	Iteration 31Q: 3 clusters Score -6414352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 49917 members 
Entering Unmasked Estep 
Score: -6414354.500000 Penalty: 3222.337402
	Iteration 32Q: 3 clusters Score -6414354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 49927 members 
Entering Unmasked Estep 
Score: -6414365.500000 Penalty: 3222.337402
	Iteration 33Q: 3 clusters Score -6414366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 49934 members 
Entering Unmasked Estep 
Score: -6414364.000000 Penalty: 3222.337402
	Iteration 34Q: 3 clusters Score -6414364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 49937 members 
Entering Unmasked Estep 
Score: -6414368.000000 Penalty: 3222.337402
	Iteration 35Q: 3 clusters Score -6414368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 49938 members 
Entering Unmasked Estep 
Score: -6414369.500000 Penalty: 3222.337402
	Iteration 36Q: 3 clusters Score -6414370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 49939 members 
Entering Unmasked Estep 
Score: -6414372.500000 Penalty: 3222.337402
	Iteration 37Q: 3 clusters Score -6414372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 49940 members 
Entering Unmasked Estep 
Score: -6414371.500000 Penalty: 3222.337402
	Iteration 38Q: 3 clusters Score -6414372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 49940 members 
Entering Unmasked Estep 
Score: -6414371.500000 Penalty: 3222.337402
	Iteration 39F: 3 clusters Score -6414372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (34303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34303 members 
Entering Unmasked Estep 
Score: -4338730.000000 Penalty: 1553.916748
	Iteration 0F: 2 clusters Score -4338730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -4316417.000000 Penalty: 3107.833496
	Iteration 0F: 3 clusters Score -4316417 nChanged 15517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -4324836.000000 Penalty: 3107.833496
	Iteration 1F: 3 clusters Score -4324836 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -4325352.000000 Penalty: 3107.833496
	Iteration 2Q: 3 clusters Score -4325352 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -4325858.500000 Penalty: 3107.833496
	Iteration 3Q: 3 clusters Score -4325858 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -4326540.000000 Penalty: 3107.833496
	Iteration 4Q: 3 clusters Score -4326540 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 21925 members 
Entering Unmasked Estep 
Score: -4327366.500000 Penalty: 3107.833496
	Iteration 5F: 3 clusters Score -4327366 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 23676 members 
Entering Unmasked Estep 
Score: -4328502.500000 Penalty: 3107.833496
	Iteration 6F: 3 clusters Score -4328502 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 25733 members 
Entering Unmasked Estep 
Score: -4330009.500000 Penalty: 3107.833496
	Iteration 7F: 3 clusters Score -4330010 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 27982 members 
Entering Unmasked Estep 
Score: -4331914.500000 Penalty: 3107.833496
	Iteration 8F: 3 clusters Score -4331914 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 30177 members 
Entering Unmasked Estep 
Score: -4333870.000000 Penalty: 3107.833496
	Iteration 9F: 3 clusters Score -4333870 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 31871 members 
Entering Unmasked Estep 
Score: -4335400.500000 Penalty: 3107.833496
	Iteration 10Q: 3 clusters Score -4335400 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 32944 members 
Entering Unmasked Estep 
Score: -4336344.500000 Penalty: 3107.833496
	Iteration 11Q: 3 clusters Score -4336344 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 33515 members 
Entering Unmasked Estep 
Score: -4336853.000000 Penalty: 3107.833496
	Iteration 12Q: 3 clusters Score -4336853 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 33793 members 
Entering Unmasked Estep 
Score: -4337141.500000 Penalty: 3107.833496
	Iteration 13Q: 3 clusters Score -4337142 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 33919 members 
Entering Unmasked Estep 
Score: -4337283.500000 Penalty: 3107.833496
	Iteration 14Q: 3 clusters Score -4337284 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 33972 members 
Entering Unmasked Estep 
Score: -4337355.000000 Penalty: 3107.833496
	Iteration 15Q: 3 clusters Score -4337355 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 34008 members 
Entering Unmasked Estep 
Score: -4337407.000000 Penalty: 3107.833496
	Iteration 16Q: 3 clusters Score -4337407 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 34026 members 
Entering Unmasked Estep 
Score: -4337431.500000 Penalty: 3107.833496
	Iteration 17Q: 3 clusters Score -4337432 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 34034 members 
Entering Unmasked Estep 
Score: -4337452.500000 Penalty: 3107.833496
	Iteration 18Q: 3 clusters Score -4337452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 34045 members 
Entering Unmasked Estep 
Score: -4337475.000000 Penalty: 3107.833496
	Iteration 19Q: 3 clusters Score -4337475 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 34055 members 
Entering Unmasked Estep 
Score: -4337496.000000 Penalty: 3107.833496
	Iteration 20F: 3 clusters Score -4337496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 34060 members 
Entering Unmasked Estep 
Score: -4337503.500000 Penalty: 3107.833496
	Iteration 21Q: 3 clusters Score -4337504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 34065 members 
Entering Unmasked Estep 
Score: -4337513.500000 Penalty: 3107.833496
	Iteration 22Q: 3 clusters Score -4337514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 34066 members 
Entering Unmasked Estep 
Score: -4337520.000000 Penalty: 3107.833496
	Iteration 23Q: 3 clusters Score -4337520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 34068 members 
Entering Unmasked Estep 
Score: -4337522.500000 Penalty: 3107.833496
	Iteration 24Q: 3 clusters Score -4337522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 34069 members 
Entering Unmasked Estep 
Score: -4337526.500000 Penalty: 3107.833496
	Iteration 25Q: 3 clusters Score -4337526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 34070 members 
Entering Unmasked Estep 
Score: -4337533.000000 Penalty: 3107.833496
	Iteration 26Q: 3 clusters Score -4337533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 34070 members 
Entering Unmasked Estep 
Score: -4337533.000000 Penalty: 3107.833496
	Iteration 27F: 3 clusters Score -4337533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Entering Unmasked Estep 
Score: -379529.687500 Penalty: 1203.532349
	Iteration 0F: 2 clusters Score -379529.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -376945.968750 Penalty: 2407.064697
	Iteration 0F: 3 clusters Score -376946 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -377727.312500 Penalty: 2407.064697
	Iteration 1F: 3 clusters Score -377727.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -377991.281250 Penalty: 2407.064697
	Iteration 2F: 3 clusters Score -377991.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -378225.875000 Penalty: 2407.064697
	Iteration 3F: 3 clusters Score -378225.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -378459.343750 Penalty: 2407.064697
	Iteration 4F: 3 clusters Score -378459.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -378670.375000 Penalty: 2407.064697
	Iteration 5F: 3 clusters Score -378670.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -378880.468750 Penalty: 2407.064697
	Iteration 6F: 3 clusters Score -378880.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -379038.687500 Penalty: 2407.064697
	Iteration 7Q: 3 clusters Score -379038.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -379142.187500 Penalty: 2407.064697
	Iteration 8Q: 3 clusters Score -379142.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -379212.750000 Penalty: 2407.064697
	Iteration 9Q: 3 clusters Score -379212.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -379255.343750 Penalty: 2407.064697
	Iteration 10Q: 3 clusters Score -379255.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -379286.906250 Penalty: 2407.064697
	Iteration 11Q: 3 clusters Score -379286.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -379314.937500 Penalty: 2407.064697
	Iteration 12Q: 3 clusters Score -379314.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -379335.062500 Penalty: 2407.064697
	Iteration 13Q: 3 clusters Score -379335.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -379356.843750 Penalty: 2407.064697
	Iteration 14Q: 3 clusters Score -379356.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -379369.031250 Penalty: 2407.064697
	Iteration 15Q: 3 clusters Score -379369 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -379374.656250 Penalty: 2407.064697
	Iteration 16Q: 3 clusters Score -379374.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -379378.500000 Penalty: 2407.064697
	Iteration 17Q: 3 clusters Score -379378.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -379382.843750 Penalty: 2407.064697
	Iteration 18Q: 3 clusters Score -379382.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -379386.875000 Penalty: 2407.064697
	Iteration 19Q: 3 clusters Score -379386.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -379389.031250 Penalty: 2407.064697
	Iteration 20F: 3 clusters Score -379389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -379392.187500 Penalty: 2407.064697
	Iteration 21Q: 3 clusters Score -379392.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -379394.750000 Penalty: 2407.064697
	Iteration 22Q: 3 clusters Score -379394.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -379395.656250 Penalty: 2407.064697
	Iteration 23Q: 3 clusters Score -379395.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -379395.031250 Penalty: 2407.064697
	Iteration 24Q: 3 clusters Score -379395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -379396.281250 Penalty: 2407.064697
	Iteration 25Q: 3 clusters Score -379396.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -379397.000000 Penalty: 2407.064697
	Iteration 26Q: 3 clusters Score -379397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -379397.156250 Penalty: 2407.064697
	Iteration 27Q: 3 clusters Score -379397.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -379397.156250 Penalty: 2407.064697
	Iteration 28Q: 3 clusters Score -379397.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -379397.156250 Penalty: 2407.064697
	Iteration 29F: 3 clusters Score -379397.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Entering Unmasked Estep 
Score: -680244.625000 Penalty: 1285.702271
	Iteration 0F: 2 clusters Score -680244.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -676136.562500 Penalty: 2571.404541
	Iteration 0F: 3 clusters Score -676136.6 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -677483.437500 Penalty: 2571.404541
	Iteration 1F: 3 clusters Score -677483.4 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -677734.937500 Penalty: 2571.404541
	Iteration 2F: 3 clusters Score -677734.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -677880.687500 Penalty: 2571.404541
	Iteration 3Q: 3 clusters Score -677880.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -678004.625000 Penalty: 2571.404541
	Iteration 4Q: 3 clusters Score -678004.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -678095.125000 Penalty: 2571.404541
	Iteration 5Q: 3 clusters Score -678095.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -678161.125000 Penalty: 2571.404541
	Iteration 6Q: 3 clusters Score -678161.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -678211.875000 Penalty: 2571.404541
	Iteration 7Q: 3 clusters Score -678211.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -678246.250000 Penalty: 2571.404541
	Iteration 8Q: 3 clusters Score -678246.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -678284.875000 Penalty: 2571.404541
	Iteration 9Q: 3 clusters Score -678284.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -678314.125000 Penalty: 2571.404541
	Iteration 10Q: 3 clusters Score -678314.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -678348.875000 Penalty: 2571.404541
	Iteration 11Q: 3 clusters Score -678348.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -678383.500000 Penalty: 2571.404541
	Iteration 12Q: 3 clusters Score -678383.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -678422.875000 Penalty: 2571.404541
	Iteration 13Q: 3 clusters Score -678422.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -678461.125000 Penalty: 2571.404541
	Iteration 14Q: 3 clusters Score -678461.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -678496.125000 Penalty: 2571.404541
	Iteration 15Q: 3 clusters Score -678496.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -678523.437500 Penalty: 2571.404541
	Iteration 16Q: 3 clusters Score -678523.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -678552.875000 Penalty: 2571.404541
	Iteration 17Q: 3 clusters Score -678552.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -678587.625000 Penalty: 2571.404541
	Iteration 18Q: 3 clusters Score -678587.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -678612.937500 Penalty: 2571.404541
	Iteration 19Q: 3 clusters Score -678612.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -678638.437500 Penalty: 2571.404541
	Iteration 20F: 3 clusters Score -678638.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -678662.625000 Penalty: 2571.404541
	Iteration 21Q: 3 clusters Score -678662.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -678684.187500 Penalty: 2571.404541
	Iteration 22Q: 3 clusters Score -678684.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -678698.312500 Penalty: 2571.404541
	Iteration 23Q: 3 clusters Score -678698.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -678711.062500 Penalty: 2571.404541
	Iteration 24Q: 3 clusters Score -678711.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -678721.812500 Penalty: 2571.404541
	Iteration 25Q: 3 clusters Score -678721.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -678729.750000 Penalty: 2571.404541
	Iteration 26Q: 3 clusters Score -678729.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -678740.125000 Penalty: 2571.404541
	Iteration 27Q: 3 clusters Score -678740.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -678752.187500 Penalty: 2571.404541
	Iteration 28Q: 3 clusters Score -678752.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -678762.812500 Penalty: 2571.404541
	Iteration 29Q: 3 clusters Score -678762.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -678780.875000 Penalty: 2571.404541
	Iteration 30Q: 3 clusters Score -678780.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -678797.687500 Penalty: 2571.404541
	Iteration 31Q: 3 clusters Score -678797.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -678813.375000 Penalty: 2571.404541
	Iteration 32Q: 3 clusters Score -678813.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -678827.250000 Penalty: 2571.404541
	Iteration 33Q: 3 clusters Score -678827.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -678848.187500 Penalty: 2571.404541
	Iteration 34Q: 3 clusters Score -678848.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -678863.750000 Penalty: 2571.404541
	Iteration 35Q: 3 clusters Score -678863.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -678882.312500 Penalty: 2571.404541
	Iteration 36Q: 3 clusters Score -678882.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -678901.937500 Penalty: 2571.404541
	Iteration 37Q: 3 clusters Score -678901.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -678919.875000 Penalty: 2571.404541
	Iteration 38Q: 3 clusters Score -678919.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -678936.750000 Penalty: 2571.404541
	Iteration 39Q: 3 clusters Score -678936.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -678955.375000 Penalty: 2571.404541
	Iteration 40F: 3 clusters Score -678955.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -678972.750000 Penalty: 2571.404541
	Iteration 41Q: 3 clusters Score -678972.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -678986.687500 Penalty: 2571.404541
	Iteration 42Q: 3 clusters Score -678986.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -678997.375000 Penalty: 2571.404541
	Iteration 43Q: 3 clusters Score -678997.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -679017.375000 Penalty: 2571.404541
	Iteration 44Q: 3 clusters Score -679017.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -679040.812500 Penalty: 2571.404541
	Iteration 45Q: 3 clusters Score -679040.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -679076.312500 Penalty: 2571.404541
	Iteration 46Q: 3 clusters Score -679076.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -679110.437500 Penalty: 2571.404541
	Iteration 47Q: 3 clusters Score -679110.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -679147.687500 Penalty: 2571.404541
	Iteration 48Q: 3 clusters Score -679147.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -679190.250000 Penalty: 2571.404541
	Iteration 49Q: 3 clusters Score -679190.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -679240.687500 Penalty: 2571.404541
	Iteration 50Q: 3 clusters Score -679240.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -679298.625000 Penalty: 2571.404541
	Iteration 51Q: 3 clusters Score -679298.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -679348.187500 Penalty: 2571.404541
	Iteration 52Q: 3 clusters Score -679348.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -679387.937500 Penalty: 2571.404541
	Iteration 53Q: 3 clusters Score -679387.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -679421.812500 Penalty: 2571.404541
	Iteration 54Q: 3 clusters Score -679421.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -679449.312500 Penalty: 2571.404541
	Iteration 55Q: 3 clusters Score -679449.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -679471.250000 Penalty: 2571.404541
	Iteration 56Q: 3 clusters Score -679471.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -679484.750000 Penalty: 2571.404541
	Iteration 57Q: 3 clusters Score -679484.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -679497.812500 Penalty: 2571.404541
	Iteration 58Q: 3 clusters Score -679497.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -679512.375000 Penalty: 2571.404541
	Iteration 59Q: 3 clusters Score -679512.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -679524.187500 Penalty: 2571.404541
	Iteration 60F: 3 clusters Score -679524.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -679529.750000 Penalty: 2571.404541
	Iteration 61Q: 3 clusters Score -679529.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -679533.812500 Penalty: 2571.404541
	Iteration 62Q: 3 clusters Score -679533.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -679534.875000 Penalty: 2571.404541
	Iteration 63Q: 3 clusters Score -679534.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -679536.562500 Penalty: 2571.404541
	Iteration 64Q: 3 clusters Score -679536.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -679539.437500 Penalty: 2571.404541
	Iteration 65Q: 3 clusters Score -679539.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -679539.812500 Penalty: 2571.404541
	Iteration 66Q: 3 clusters Score -679539.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -679539.750000 Penalty: 2571.404541
	Iteration 67Q: 3 clusters Score -679539.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -679539.750000 Penalty: 2571.404541
	Iteration 68F: 3 clusters Score -679539.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Entering Unmasked Estep 
Score: -2199335.250000 Penalty: 1453.164673
	Iteration 0F: 2 clusters Score -2199335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -2187904.250000 Penalty: 2906.329346
	Iteration 0F: 3 clusters Score -2187904 nChanged 7685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -2191915.250000 Penalty: 2906.329346
	Iteration 1F: 3 clusters Score -2191915 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -2192235.250000 Penalty: 2906.329346
	Iteration 2F: 3 clusters Score -2192235 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -2192490.250000 Penalty: 2906.329346
	Iteration 3Q: 3 clusters Score -2192490 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -2192698.000000 Penalty: 2906.329346
	Iteration 4Q: 3 clusters Score -2192698 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -2192869.500000 Penalty: 2906.329346
	Iteration 5Q: 3 clusters Score -2192870 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -2192998.250000 Penalty: 2906.329346
	Iteration 6Q: 3 clusters Score -2192998 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -2193132.500000 Penalty: 2906.329346
	Iteration 7Q: 3 clusters Score -2193132 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -2193263.000000 Penalty: 2906.329346
	Iteration 8Q: 3 clusters Score -2193263 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -2193374.750000 Penalty: 2906.329346
	Iteration 9Q: 3 clusters Score -2193375 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -2193474.750000 Penalty: 2906.329346
	Iteration 10Q: 3 clusters Score -2193475 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -2193587.250000 Penalty: 2906.329346
	Iteration 11Q: 3 clusters Score -2193587 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -2193739.500000 Penalty: 2906.329346
	Iteration 12Q: 3 clusters Score -2193740 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -2193923.250000 Penalty: 2906.329346
	Iteration 13Q: 3 clusters Score -2193923 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -2194165.000000 Penalty: 2906.329346
	Iteration 14Q: 3 clusters Score -2194165 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -2194448.500000 Penalty: 2906.329346
	Iteration 15Q: 3 clusters Score -2194448 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -2194862.000000 Penalty: 2906.329346
	Iteration 16Q: 3 clusters Score -2194862 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -2195400.750000 Penalty: 2906.329346
	Iteration 17Q: 3 clusters Score -2195401 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -2196038.500000 Penalty: 2906.329346
	Iteration 18F: 3 clusters Score -2196038 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -2196747.750000 Penalty: 2906.329346
	Iteration 19Q: 3 clusters Score -2196748 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -2197340.250000 Penalty: 2906.329346
	Iteration 20F: 3 clusters Score -2197340 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -2197707.250000 Penalty: 2906.329346
	Iteration 21Q: 3 clusters Score -2197707 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -2197917.750000 Penalty: 2906.329346
	Iteration 22Q: 3 clusters Score -2197918 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -2198048.000000 Penalty: 2906.329346
	Iteration 23Q: 3 clusters Score -2198048 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -2198115.500000 Penalty: 2906.329346
	Iteration 24Q: 3 clusters Score -2198116 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -2198154.000000 Penalty: 2906.329346
	Iteration 25Q: 3 clusters Score -2198154 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -2198178.750000 Penalty: 2906.329346
	Iteration 26Q: 3 clusters Score -2198179 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -2198204.750000 Penalty: 2906.329346
	Iteration 27Q: 3 clusters Score -2198205 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -2198221.000000 Penalty: 2906.329346
	Iteration 28Q: 3 clusters Score -2198221 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -2198233.500000 Penalty: 2906.329346
	Iteration 29Q: 3 clusters Score -2198234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -2198243.000000 Penalty: 2906.329346
	Iteration 30Q: 3 clusters Score -2198243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -2198252.250000 Penalty: 2906.329346
	Iteration 31Q: 3 clusters Score -2198252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -2198255.250000 Penalty: 2906.329346
	Iteration 32Q: 3 clusters Score -2198255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -2198256.250000 Penalty: 2906.329346
	Iteration 33Q: 3 clusters Score -2198256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -2198259.500000 Penalty: 2906.329346
	Iteration 34Q: 3 clusters Score -2198260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -2198262.000000 Penalty: 2906.329346
	Iteration 35Q: 3 clusters Score -2198262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -2198268.000000 Penalty: 2906.329346
	Iteration 36Q: 3 clusters Score -2198268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -2198268.750000 Penalty: 2906.329346
	Iteration 37Q: 3 clusters Score -2198269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -2198269.250000 Penalty: 2906.329346
	Iteration 38Q: 3 clusters Score -2198269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -2198269.250000 Penalty: 2906.329346
	Iteration 39F: 3 clusters Score -2198269 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Entering Unmasked Estep 
Score: -1249801.250000 Penalty: 1376.534790
	Iteration 0F: 2 clusters Score -1249801 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1242792.750000 Penalty: 2753.069580
	Iteration 0F: 3 clusters Score -1242793 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1245060.500000 Penalty: 2753.069580
	Iteration 1F: 3 clusters Score -1245060 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1245400.750000 Penalty: 2753.069580
	Iteration 2F: 3 clusters Score -1245401 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1245622.750000 Penalty: 2753.069580
	Iteration 3F: 3 clusters Score -1245623 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1245812.500000 Penalty: 2753.069580
	Iteration 4Q: 3 clusters Score -1245812 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1246033.750000 Penalty: 2753.069580
	Iteration 5Q: 3 clusters Score -1246034 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1246286.875000 Penalty: 2753.069580
	Iteration 6Q: 3 clusters Score -1246287 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1246609.250000 Penalty: 2753.069580
	Iteration 7Q: 3 clusters Score -1246609 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1247010.500000 Penalty: 2753.069580
	Iteration 8F: 3 clusters Score -1247010 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1247428.250000 Penalty: 2753.069580
	Iteration 9F: 3 clusters Score -1247428 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1247886.500000 Penalty: 2753.069580
	Iteration 10F: 3 clusters Score -1247886 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1248293.625000 Penalty: 2753.069580
	Iteration 11F: 3 clusters Score -1248294 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1248633.500000 Penalty: 2753.069580
	Iteration 12Q: 3 clusters Score -1248634 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1248870.000000 Penalty: 2753.069580
	Iteration 13Q: 3 clusters Score -1248870 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1249033.250000 Penalty: 2753.069580
	Iteration 14Q: 3 clusters Score -1249033 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1249152.625000 Penalty: 2753.069580
	Iteration 15Q: 3 clusters Score -1249153 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1249241.375000 Penalty: 2753.069580
	Iteration 16Q: 3 clusters Score -1249241 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1249291.875000 Penalty: 2753.069580
	Iteration 17Q: 3 clusters Score -1249292 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1249318.500000 Penalty: 2753.069580
	Iteration 18Q: 3 clusters Score -1249318 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1249343.250000 Penalty: 2753.069580
	Iteration 19Q: 3 clusters Score -1249343 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1249357.875000 Penalty: 2753.069580
	Iteration 20F: 3 clusters Score -1249358 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1249378.750000 Penalty: 2753.069580
	Iteration 21Q: 3 clusters Score -1249379 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1249401.750000 Penalty: 2753.069580
	Iteration 22Q: 3 clusters Score -1249402 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1249419.375000 Penalty: 2753.069580
	Iteration 23Q: 3 clusters Score -1249419 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1249431.250000 Penalty: 2753.069580
	Iteration 24Q: 3 clusters Score -1249431 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1249443.625000 Penalty: 2753.069580
	Iteration 25Q: 3 clusters Score -1249444 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1249455.625000 Penalty: 2753.069580
	Iteration 26Q: 3 clusters Score -1249456 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1249473.875000 Penalty: 2753.069580
	Iteration 27Q: 3 clusters Score -1249474 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1249485.000000 Penalty: 2753.069580
	Iteration 28Q: 3 clusters Score -1249485 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1249491.250000 Penalty: 2753.069580
	Iteration 29Q: 3 clusters Score -1249491 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1249492.625000 Penalty: 2753.069580
	Iteration 30Q: 3 clusters Score -1249493 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1249499.875000 Penalty: 2753.069580
	Iteration 31Q: 3 clusters Score -1249500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1249505.875000 Penalty: 2753.069580
	Iteration 32Q: 3 clusters Score -1249506 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1249510.875000 Penalty: 2753.069580
	Iteration 33Q: 3 clusters Score -1249511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1249514.500000 Penalty: 2753.069580
	Iteration 34Q: 3 clusters Score -1249514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1249514.750000 Penalty: 2753.069580
	Iteration 35Q: 3 clusters Score -1249515 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1249520.375000 Penalty: 2753.069580
	Iteration 36Q: 3 clusters Score -1249520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1249520.875000 Penalty: 2753.069580
	Iteration 37Q: 3 clusters Score -1249521 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1249526.250000 Penalty: 2753.069580
	Iteration 38Q: 3 clusters Score -1249526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1249527.750000 Penalty: 2753.069580
	Iteration 39Q: 3 clusters Score -1249528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1249528.125000 Penalty: 2753.069580
	Iteration 40F: 3 clusters Score -1249528 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1249533.500000 Penalty: 2753.069580
	Iteration 41Q: 3 clusters Score -1249534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1249539.375000 Penalty: 2753.069580
	Iteration 42Q: 3 clusters Score -1249539 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1249543.750000 Penalty: 2753.069580
	Iteration 43Q: 3 clusters Score -1249544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1249545.125000 Penalty: 2753.069580
	Iteration 44Q: 3 clusters Score -1249545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1249549.250000 Penalty: 2753.069580
	Iteration 45Q: 3 clusters Score -1249549 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1249551.125000 Penalty: 2753.069580
	Iteration 46Q: 3 clusters Score -1249551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1249550.000000 Penalty: 2753.069580
	Iteration 47Q: 3 clusters Score -1249550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1249548.500000 Penalty: 2753.069580
	Iteration 48Q: 3 clusters Score -1249548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1249549.625000 Penalty: 2753.069580
	Iteration 49Q: 3 clusters Score -1249550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1249549.625000 Penalty: 2753.069580
	Iteration 50F: 3 clusters Score -1249550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (31138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31138 members 
Entering Unmasked Estep 
Score: -3646331.000000 Penalty: 1539.512207
	Iteration 0F: 2 clusters Score -3646331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -3625951.250000 Penalty: 3079.024414
	Iteration 0F: 3 clusters Score -3625951 nChanged 14132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -3633570.500000 Penalty: 3079.024414
	Iteration 1F: 3 clusters Score -3633570 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -3634051.500000 Penalty: 3079.024414
	Iteration 2Q: 3 clusters Score -3634052 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -3634448.000000 Penalty: 3079.024414
	Iteration 3Q: 3 clusters Score -3634448 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -3634776.500000 Penalty: 3079.024414
	Iteration 4Q: 3 clusters Score -3634776 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -3635146.250000 Penalty: 3079.024414
	Iteration 5Q: 3 clusters Score -3635146 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -3635571.250000 Penalty: 3079.024414
	Iteration 6Q: 3 clusters Score -3635571 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -3636198.000000 Penalty: 3079.024414
	Iteration 7Q: 3 clusters Score -3636198 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20298 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -3637029.000000 Penalty: 3079.024414
	Iteration 8Q: 3 clusters Score -3637029 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21911 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -3638263.500000 Penalty: 3079.024414
	Iteration 9F: 3 clusters Score -3638264 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23755 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -3639819.250000 Penalty: 3079.024414
	Iteration 10F: 3 clusters Score -3639819 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25634 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -3641558.000000 Penalty: 3079.024414
	Iteration 11F: 3 clusters Score -3641558 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27186 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -3643065.750000 Penalty: 3079.024414
	Iteration 12F: 3 clusters Score -3643066 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28292 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -3644077.250000 Penalty: 3079.024414
	Iteration 13Q: 3 clusters Score -3644077 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29000 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -3644690.750000 Penalty: 3079.024414
	Iteration 14Q: 3 clusters Score -3644691 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29441 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -3645063.500000 Penalty: 3079.024414
	Iteration 15Q: 3 clusters Score -3645064 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29701 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -3645279.500000 Penalty: 3079.024414
	Iteration 16Q: 3 clusters Score -3645280 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29864 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -3645380.500000 Penalty: 3079.024414
	Iteration 17Q: 3 clusters Score -3645380 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29977 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -3645478.250000 Penalty: 3079.024414
	Iteration 18Q: 3 clusters Score -3645478 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30048 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -3645509.500000 Penalty: 3079.024414
	Iteration 19Q: 3 clusters Score -3645510 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30104 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -3645543.750000 Penalty: 3079.024414
	Iteration 20F: 3 clusters Score -3645544 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30139 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -3645575.500000 Penalty: 3079.024414
	Iteration 21Q: 3 clusters Score -3645576 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30167 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -3645597.750000 Penalty: 3079.024414
	Iteration 22Q: 3 clusters Score -3645598 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30192 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -3645616.750000 Penalty: 3079.024414
	Iteration 23Q: 3 clusters Score -3645617 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30214 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -3645633.250000 Penalty: 3079.024414
	Iteration 24Q: 3 clusters Score -3645633 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30229 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -3645645.500000 Penalty: 3079.024414
	Iteration 25Q: 3 clusters Score -3645646 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30235 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -3645649.000000 Penalty: 3079.024414
	Iteration 26Q: 3 clusters Score -3645649 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30242 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -3645663.750000 Penalty: 3079.024414
	Iteration 27Q: 3 clusters Score -3645664 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30254 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -3645680.750000 Penalty: 3079.024414
	Iteration 28Q: 3 clusters Score -3645681 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30261 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -3645686.500000 Penalty: 3079.024414
	Iteration 29Q: 3 clusters Score -3645686 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30272 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -3645693.250000 Penalty: 3079.024414
	Iteration 30Q: 3 clusters Score -3645693 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30276 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -3645694.000000 Penalty: 3079.024414
	Iteration 31Q: 3 clusters Score -3645694 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30285 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -3645706.000000 Penalty: 3079.024414
	Iteration 32Q: 3 clusters Score -3645706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30290 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -3645710.750000 Penalty: 3079.024414
	Iteration 33Q: 3 clusters Score -3645711 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30292 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -3645720.250000 Penalty: 3079.024414
	Iteration 34Q: 3 clusters Score -3645720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30295 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -3645719.250000 Penalty: 3079.024414
	Iteration 35Q: 3 clusters Score -3645719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30298 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -3645722.000000 Penalty: 3079.024414
	Iteration 36Q: 3 clusters Score -3645722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30303 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -3645723.000000 Penalty: 3079.024414
	Iteration 37Q: 3 clusters Score -3645723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30305 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -3645725.750000 Penalty: 3079.024414
	Iteration 38Q: 3 clusters Score -3645726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30311 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -3645728.000000 Penalty: 3079.024414
	Iteration 39Q: 3 clusters Score -3645728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30317 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -3645742.750000 Penalty: 3079.024414
	Iteration 40F: 3 clusters Score -3645743 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30325 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -3645774.250000 Penalty: 3079.024414
	Iteration 41Q: 3 clusters Score -3645774 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30333 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -3645797.500000 Penalty: 3079.024414
	Iteration 42Q: 3 clusters Score -3645798 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30335 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -3645821.250000 Penalty: 3079.024414
	Iteration 43Q: 3 clusters Score -3645821 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30340 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -3645835.750000 Penalty: 3079.024414
	Iteration 44Q: 3 clusters Score -3645836 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30339 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -3645844.500000 Penalty: 3079.024414
	Iteration 45Q: 3 clusters Score -3645844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30339 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -3645844.750000 Penalty: 3079.024414
	Iteration 46Q: 3 clusters Score -3645845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30342 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -3645842.750000 Penalty: 3079.024414
	Iteration 47Q: 3 clusters Score -3645843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30342 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -3645844.750000 Penalty: 3079.024414
	Iteration 48Q: 3 clusters Score -3645845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30341 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -3645848.750000 Penalty: 3079.024414
	Iteration 49Q: 3 clusters Score -3645849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30340 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -3645850.250000 Penalty: 3079.024414
	Iteration 50Q: 3 clusters Score -3645850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30338 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -3645848.500000 Penalty: 3079.024414
	Iteration 51Q: 3 clusters Score -3645848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30338 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -3645847.250000 Penalty: 3079.024414
	Iteration 52Q: 3 clusters Score -3645847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30338 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -3645851.000000 Penalty: 3079.024414
	Iteration 53Q: 3 clusters Score -3645851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30338 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -3645855.750000 Penalty: 3079.024414
	Iteration 54Q: 3 clusters Score -3645856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30339 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -3645857.500000 Penalty: 3079.024414
	Iteration 55Q: 3 clusters Score -3645858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30338 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -3645859.250000 Penalty: 3079.024414
	Iteration 56Q: 3 clusters Score -3645859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30338 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -3645861.750000 Penalty: 3079.024414
	Iteration 57Q: 3 clusters Score -3645862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30339 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -3645863.000000 Penalty: 3079.024414
	Iteration 58Q: 3 clusters Score -3645863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30339 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -3645863.000000 Penalty: 3079.024414
	Iteration 59F: 3 clusters Score -3645863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (64412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64412 members 
Entering Unmasked Estep 
Score: -8034059.000000 Penalty: 1647.670654
	Iteration 0F: 2 clusters Score -8034059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32185 members 
Mstep: Class 2 contains 32227 members 
Entering Unmasked Estep 
Score: -7994041.500000 Penalty: 3295.341309
	Iteration 0F: 3 clusters Score -7994042 nChanged 29966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32007 members 
Mstep: Class 2 contains 32405 members 
Entering Unmasked Estep 
Score: -8010319.500000 Penalty: 3295.341309
	Iteration 1F: 3 clusters Score -8010320 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32004 members 
Mstep: Class 2 contains 32408 members 
Entering Unmasked Estep 
Score: -8010780.000000 Penalty: 3295.341309
	Iteration 2Q: 3 clusters Score -8010780 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31967 members 
Mstep: Class 2 contains 32445 members 
Entering Unmasked Estep 
Score: -8011208.500000 Penalty: 3295.341309
	Iteration 3Q: 3 clusters Score -8011208 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31961 members 
Mstep: Class 2 contains 32451 members 
Entering Unmasked Estep 
Score: -8011611.500000 Penalty: 3295.341309
	Iteration 4Q: 3 clusters Score -8011612 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31910 members 
Mstep: Class 2 contains 32502 members 
Entering Unmasked Estep 
Score: -8011983.500000 Penalty: 3295.341309
	Iteration 5Q: 3 clusters Score -8011984 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31798 members 
Mstep: Class 2 contains 32614 members 
Entering Unmasked Estep 
Score: -8012319.500000 Penalty: 3295.341309
	Iteration 6Q: 3 clusters Score -8012320 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31616 members 
Mstep: Class 2 contains 32796 members 
Entering Unmasked Estep 
Score: -8012669.000000 Penalty: 3295.341309
	Iteration 7Q: 3 clusters Score -8012669 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31332 members 
Mstep: Class 2 contains 33080 members 
Entering Unmasked Estep 
Score: -8013055.000000 Penalty: 3295.341309
	Iteration 8Q: 3 clusters Score -8013055 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30905 members 
Mstep: Class 2 contains 33507 members 
Entering Unmasked Estep 
Score: -8013397.000000 Penalty: 3295.341309
	Iteration 9Q: 3 clusters Score -8013397 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30291 members 
Mstep: Class 2 contains 34121 members 
Entering Unmasked Estep 
Score: -8013780.000000 Penalty: 3295.341309
	Iteration 10Q: 3 clusters Score -8013780 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29420 members 
Mstep: Class 2 contains 34992 members 
Entering Unmasked Estep 
Score: -8014191.000000 Penalty: 3295.341309
	Iteration 11Q: 3 clusters Score -8014191 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28181 members 
Mstep: Class 2 contains 36231 members 
Entering Unmasked Estep 
Score: -8014773.500000 Penalty: 3295.341309
	Iteration 12Q: 3 clusters Score -8014774 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26487 members 
Mstep: Class 2 contains 37925 members 
Entering Unmasked Estep 
Score: -8015625.000000 Penalty: 3295.341309
	Iteration 13Q: 3 clusters Score -8015625 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24271 members 
Mstep: Class 2 contains 40141 members 
Entering Unmasked Estep 
Score: -8016683.000000 Penalty: 3295.341309
	Iteration 14Q: 3 clusters Score -8016683 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21549 members 
Mstep: Class 2 contains 42863 members 
Entering Unmasked Estep 
Score: -8018165.000000 Penalty: 3295.341309
	Iteration 15Q: 3 clusters Score -8018165 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 46064 members 
Entering Unmasked Estep 
Score: -8019940.000000 Penalty: 3295.341309
	Iteration 16F: 3 clusters Score -8019940 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 49509 members 
Entering Unmasked Estep 
Score: -8022137.000000 Penalty: 3295.341309
	Iteration 17F: 3 clusters Score -8022137 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 52950 members 
Entering Unmasked Estep 
Score: -8024526.000000 Penalty: 3295.341309
	Iteration 18F: 3 clusters Score -8024526 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 56081 members 
Entering Unmasked Estep 
Score: -8026770.500000 Penalty: 3295.341309
	Iteration 19Q: 3 clusters Score -8026770 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 58498 members 
Entering Unmasked Estep 
Score: -8028828.500000 Penalty: 3295.341309
	Iteration 20F: 3 clusters Score -8028828 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 60098 members 
Entering Unmasked Estep 
Score: -8030388.500000 Penalty: 3295.341309
	Iteration 21Q: 3 clusters Score -8030388 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 60970 members 
Entering Unmasked Estep 
Score: -8031302.500000 Penalty: 3295.341309
	Iteration 22Q: 3 clusters Score -8031302 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 61441 members 
Entering Unmasked Estep 
Score: -8031755.000000 Penalty: 3295.341309
	Iteration 23Q: 3 clusters Score -8031755 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 61771 members 
Entering Unmasked Estep 
Score: -8032057.000000 Penalty: 3295.341309
	Iteration 24Q: 3 clusters Score -8032057 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 62013 members 
Entering Unmasked Estep 
Score: -8032260.500000 Penalty: 3295.341309
	Iteration 25Q: 3 clusters Score -8032260 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 62175 members 
Entering Unmasked Estep 
Score: -8032461.500000 Penalty: 3295.341309
	Iteration 26Q: 3 clusters Score -8032462 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 62300 members 
Entering Unmasked Estep 
Score: -8032736.000000 Penalty: 3295.341309
	Iteration 27Q: 3 clusters Score -8032736 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 62347 members 
Entering Unmasked Estep 
Score: -8032969.000000 Penalty: 3295.341309
	Iteration 28Q: 3 clusters Score -8032969 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 62321 members 
Entering Unmasked Estep 
Score: -8033106.000000 Penalty: 3295.341309
	Iteration 29Q: 3 clusters Score -8033106 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 62272 members 
Entering Unmasked Estep 
Score: -8033212.500000 Penalty: 3295.341309
	Iteration 30Q: 3 clusters Score -8033212 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 62186 members 
Entering Unmasked Estep 
Score: -8033273.000000 Penalty: 3295.341309
	Iteration 31Q: 3 clusters Score -8033273 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 62087 members 
Entering Unmasked Estep 
Score: -8033350.000000 Penalty: 3295.341309
	Iteration 32Q: 3 clusters Score -8033350 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 61961 members 
Entering Unmasked Estep 
Score: -8033432.000000 Penalty: 3295.341309
	Iteration 33Q: 3 clusters Score -8033432 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 61833 members 
Entering Unmasked Estep 
Score: -8033489.000000 Penalty: 3295.341309
	Iteration 34Q: 3 clusters Score -8033489 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 61692 members 
Entering Unmasked Estep 
Score: -8033602.000000 Penalty: 3295.341309
	Iteration 35Q: 3 clusters Score -8033602 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 61544 members 
Entering Unmasked Estep 
Score: -8033692.500000 Penalty: 3295.341309
	Iteration 36Q: 3 clusters Score -8033692 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 61376 members 
Entering Unmasked Estep 
Score: -8033795.500000 Penalty: 3295.341309
	Iteration 37Q: 3 clusters Score -8033796 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 61204 members 
Entering Unmasked Estep 
Score: -8033884.000000 Penalty: 3295.341309
	Iteration 38Q: 3 clusters Score -8033884 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 61033 members 
Entering Unmasked Estep 
Score: -8033955.500000 Penalty: 3295.341309
	Iteration 39Q: 3 clusters Score -8033956 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 60859 members 
Entering Unmasked Estep 
Score: -8034038.500000 Penalty: 3295.341309
	Iteration 40F: 3 clusters Score -8034038 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 60618 members 
Entering Unmasked Estep 
Score: -8034153.000000 Penalty: 3295.341309
	Iteration 41Q: 3 clusters Score -8034153 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 60383 members 
Entering Unmasked Estep 
Score: -8034284.500000 Penalty: 3295.341309
	Iteration 42Q: 3 clusters Score -8034284 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 60127 members 
Entering Unmasked Estep 
Score: -8034381.500000 Penalty: 3295.341309
	Iteration 43Q: 3 clusters Score -8034382 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 59895 members 
Entering Unmasked Estep 
Score: -8034466.000000 Penalty: 3295.341309
	Iteration 44Q: 3 clusters Score -8034466 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 59631 members 
Entering Unmasked Estep 
Score: -8034619.500000 Penalty: 3295.341309
	Iteration 45Q: 3 clusters Score -8034620 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 59382 members 
Entering Unmasked Estep 
Score: -8034727.500000 Penalty: 3295.341309
	Iteration 46Q: 3 clusters Score -8034728 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 59129 members 
Entering Unmasked Estep 
Score: -8034806.500000 Penalty: 3295.341309
	Iteration 47Q: 3 clusters Score -8034806 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 58846 members 
Entering Unmasked Estep 
Score: -8034937.000000 Penalty: 3295.341309
	Iteration 48Q: 3 clusters Score -8034937 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 58557 members 
Entering Unmasked Estep 
Score: -8035071.500000 Penalty: 3295.341309
	Iteration 49Q: 3 clusters Score -8035072 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 58293 members 
Entering Unmasked Estep 
Score: -8035145.000000 Penalty: 3295.341309
	Iteration 50Q: 3 clusters Score -8035145 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 58055 members 
Entering Unmasked Estep 
Score: -8035257.000000 Penalty: 3295.341309
	Iteration 51Q: 3 clusters Score -8035257 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 57832 members 
Entering Unmasked Estep 
Score: -8035317.000000 Penalty: 3295.341309
	Iteration 52Q: 3 clusters Score -8035317 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 57607 members 
Entering Unmasked Estep 
Score: -8035396.000000 Penalty: 3295.341309
	Iteration 53Q: 3 clusters Score -8035396 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 57405 members 
Entering Unmasked Estep 
Score: -8035421.000000 Penalty: 3295.341309
	Iteration 54Q: 3 clusters Score -8035421 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 57192 members 
Entering Unmasked Estep 
Score: -8035512.000000 Penalty: 3295.341309
	Iteration 55Q: 3 clusters Score -8035512 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 56975 members 
Entering Unmasked Estep 
Score: -8035556.500000 Penalty: 3295.341309
	Iteration 56Q: 3 clusters Score -8035556 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 56774 members 
Entering Unmasked Estep 
Score: -8035574.500000 Penalty: 3295.341309
	Iteration 57Q: 3 clusters Score -8035574 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 56593 members 
Entering Unmasked Estep 
Score: -8035636.000000 Penalty: 3295.341309
	Iteration 58Q: 3 clusters Score -8035636 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 56412 members 
Entering Unmasked Estep 
Score: -8035632.500000 Penalty: 3295.341309
	Iteration 59Q: 3 clusters Score -8035632 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 56252 members 
Entering Unmasked Estep 
Score: -8035713.000000 Penalty: 3295.341309
	Iteration 60F: 3 clusters Score -8035713 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 56065 members 
Entering Unmasked Estep 
Score: -8035800.000000 Penalty: 3295.341309
	Iteration 61Q: 3 clusters Score -8035800 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 55891 members 
Entering Unmasked Estep 
Score: -8035828.500000 Penalty: 3295.341309
	Iteration 62Q: 3 clusters Score -8035828 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 55728 members 
Entering Unmasked Estep 
Score: -8035877.000000 Penalty: 3295.341309
	Iteration 63Q: 3 clusters Score -8035877 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 55583 members 
Entering Unmasked Estep 
Score: -8035916.500000 Penalty: 3295.341309
	Iteration 64Q: 3 clusters Score -8035916 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 55429 members 
Entering Unmasked Estep 
Score: -8035969.500000 Penalty: 3295.341309
	Iteration 65Q: 3 clusters Score -8035970 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 55261 members 
Entering Unmasked Estep 
Score: -8036011.500000 Penalty: 3295.341309
	Iteration 66Q: 3 clusters Score -8036012 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 55102 members 
Entering Unmasked Estep 
Score: -8036063.500000 Penalty: 3295.341309
	Iteration 67Q: 3 clusters Score -8036064 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 54957 members 
Entering Unmasked Estep 
Score: -8036105.500000 Penalty: 3295.341309
	Iteration 68Q: 3 clusters Score -8036106 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 54803 members 
Entering Unmasked Estep 
Score: -8036121.000000 Penalty: 3295.341309
	Iteration 69Q: 3 clusters Score -8036121 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 54668 members 
Entering Unmasked Estep 
Score: -8036130.500000 Penalty: 3295.341309
	Iteration 70Q: 3 clusters Score -8036130 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 54551 members 
Entering Unmasked Estep 
Score: -8036144.000000 Penalty: 3295.341309
	Iteration 71Q: 3 clusters Score -8036144 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 54455 members 
Entering Unmasked Estep 
Score: -8036151.500000 Penalty: 3295.341309
	Iteration 72Q: 3 clusters Score -8036152 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 54351 members 
Entering Unmasked Estep 
Score: -8036191.000000 Penalty: 3295.341309
	Iteration 73Q: 3 clusters Score -8036191 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 54270 members 
Entering Unmasked Estep 
Score: -8036195.500000 Penalty: 3295.341309
	Iteration 74Q: 3 clusters Score -8036196 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 54206 members 
Entering Unmasked Estep 
Score: -8036207.500000 Penalty: 3295.341309
	Iteration 75Q: 3 clusters Score -8036208 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 54138 members 
Entering Unmasked Estep 
Score: -8036225.000000 Penalty: 3295.341309
	Iteration 76Q: 3 clusters Score -8036225 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 54071 members 
Entering Unmasked Estep 
Score: -8036240.000000 Penalty: 3295.341309
	Iteration 77Q: 3 clusters Score -8036240 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 54005 members 
Entering Unmasked Estep 
Score: -8036254.500000 Penalty: 3295.341309
	Iteration 78Q: 3 clusters Score -8036254 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 53949 members 
Entering Unmasked Estep 
Score: -8036246.500000 Penalty: 3295.341309
	Iteration 79Q: 3 clusters Score -8036246 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 53891 members 
Entering Unmasked Estep 
Score: -8036265.500000 Penalty: 3295.341309
	Iteration 80F: 3 clusters Score -8036266 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 53833 members 
Entering Unmasked Estep 
Score: -8036287.000000 Penalty: 3295.341309
	Iteration 81Q: 3 clusters Score -8036287 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 53782 members 
Entering Unmasked Estep 
Score: -8036290.000000 Penalty: 3295.341309
	Iteration 82Q: 3 clusters Score -8036290 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 53730 members 
Entering Unmasked Estep 
Score: -8036313.000000 Penalty: 3295.341309
	Iteration 83Q: 3 clusters Score -8036313 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 53669 members 
Entering Unmasked Estep 
Score: -8036323.500000 Penalty: 3295.341309
	Iteration 84Q: 3 clusters Score -8036324 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 53619 members 
Entering Unmasked Estep 
Score: -8036341.500000 Penalty: 3295.341309
	Iteration 85Q: 3 clusters Score -8036342 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 53564 members 
Entering Unmasked Estep 
Score: -8036338.000000 Penalty: 3295.341309
	Iteration 86Q: 3 clusters Score -8036338 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 53511 members 
Entering Unmasked Estep 
Score: -8036359.500000 Penalty: 3295.341309
	Iteration 87Q: 3 clusters Score -8036360 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 53456 members 
Entering Unmasked Estep 
Score: -8036369.000000 Penalty: 3295.341309
	Iteration 88Q: 3 clusters Score -8036369 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 53393 members 
Entering Unmasked Estep 
Score: -8036374.000000 Penalty: 3295.341309
	Iteration 89Q: 3 clusters Score -8036374 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 53344 members 
Entering Unmasked Estep 
Score: -8036400.500000 Penalty: 3295.341309
	Iteration 90Q: 3 clusters Score -8036400 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 53305 members 
Entering Unmasked Estep 
Score: -8036394.000000 Penalty: 3295.341309
	Iteration 91Q: 3 clusters Score -8036394 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 53266 members 
Entering Unmasked Estep 
Score: -8036395.000000 Penalty: 3295.341309
	Iteration 92Q: 3 clusters Score -8036395 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 53225 members 
Entering Unmasked Estep 
Score: -8036407.000000 Penalty: 3295.341309
	Iteration 93Q: 3 clusters Score -8036407 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 53193 members 
Entering Unmasked Estep 
Score: -8036416.000000 Penalty: 3295.341309
	Iteration 94Q: 3 clusters Score -8036416 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 53165 members 
Entering Unmasked Estep 
Score: -8036415.500000 Penalty: 3295.341309
	Iteration 95Q: 3 clusters Score -8036416 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 53140 members 
Entering Unmasked Estep 
Score: -8036419.000000 Penalty: 3295.341309
	Iteration 96Q: 3 clusters Score -8036419 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 53113 members 
Entering Unmasked Estep 
Score: -8036413.000000 Penalty: 3295.341309
	Iteration 97Q: 3 clusters Score -8036413 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 53096 members 
Entering Unmasked Estep 
Score: -8036417.500000 Penalty: 3295.341309
	Iteration 98Q: 3 clusters Score -8036418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 53086 members 
Entering Unmasked Estep 
Score: -8036433.500000 Penalty: 3295.341309
	Iteration 99Q: 3 clusters Score -8036434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 53074 members 
Entering Unmasked Estep 
Score: -8036421.000000 Penalty: 3295.341309
	Iteration 100F: 3 clusters Score -8036421 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 53062 members 
Entering Unmasked Estep 
Score: -8036420.000000 Penalty: 3295.341309
	Iteration 101Q: 3 clusters Score -8036420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 53056 members 
Entering Unmasked Estep 
Score: -8036432.000000 Penalty: 3295.341309
	Iteration 102Q: 3 clusters Score -8036432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 53049 members 
Entering Unmasked Estep 
Score: -8036439.500000 Penalty: 3295.341309
	Iteration 103Q: 3 clusters Score -8036440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 53042 members 
Entering Unmasked Estep 
Score: -8036431.500000 Penalty: 3295.341309
	Iteration 104Q: 3 clusters Score -8036432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 53037 members 
Entering Unmasked Estep 
Score: -8036429.500000 Penalty: 3295.341309
	Iteration 105Q: 3 clusters Score -8036430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 53030 members 
Entering Unmasked Estep 
Score: -8036425.000000 Penalty: 3295.341309
	Iteration 106Q: 3 clusters Score -8036425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 53026 members 
Entering Unmasked Estep 
Score: -8036423.500000 Penalty: 3295.341309
	Iteration 107Q: 3 clusters Score -8036424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 53026 members 
Entering Unmasked Estep 
Score: -8036423.500000 Penalty: 3295.341309
	Iteration 108F: 3 clusters Score -8036424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 6918 members 
Mstep: Class 3 contains 29608 members 
Mstep: Class 4 contains 34652 members 
Mstep: Class 5 contains 45455 members 
Mstep: Class 6 contains 23996 members 
Mstep: Class 7 contains 17431 members 
Mstep: Class 8 contains 8919 members 
Mstep: Class 9 contains 68869 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1264 members 
Mstep: Class 12 contains 50400 members 
Mstep: Class 13 contains 34303 members 
Mstep: Class 14 contains 3256 members 
Mstep: Class 15 contains 5656 members 
Mstep: Class 16 contains 17429 members 
Mstep: Class 17 contains 10414 members 
Mstep: Class 18 contains 31138 members 
Mstep: Class 19 contains 11386 members 
Mstep: Class 20 contains 1833 members 
Mstep: Class 21 contains 1334 members 
Mstep: Class 22 contains 8755 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 10237 members 
Mstep: Class 25 contains 6125 members 
Mstep: Class 26 contains 41138 members 
Mstep: Class 27 contains 22442 members 
Mstep: Class 28 contains 5444 members 
Mstep: Class 29 contains 4548 members 
Mstep: Class 30 contains 655 members 
Mstep: Class 31 contains 10498 members 
Mstep: Class 32 contains 468 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 53026 members 
Mstep: Class 38 contains 67511 members 
Mstep: Class 39 contains 7002 members 
Mstep: Class 40 contains 269 members 
Entering Unmasked Estep 
Score: -80988648.000000 Penalty: 79818.773438
Splitting cluster 19 changes total score from -80987032.000000 to -80988648.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 20 (1833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Entering Unmasked Estep 
Score: -198072.328125 Penalty: 1118.039917
	Iteration 0F: 2 clusters Score -198072.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -196333.468750 Penalty: 2236.079834
	Iteration 0F: 3 clusters Score -196333.5 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -196797.437500 Penalty: 2236.079834
	Iteration 1F: 3 clusters Score -196797.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -196928.296875 Penalty: 2236.079834
	Iteration 2F: 3 clusters Score -196928.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -196992.281250 Penalty: 2236.079834
	Iteration 3Q: 3 clusters Score -196992.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -197043.031250 Penalty: 2236.079834
	Iteration 4Q: 3 clusters Score -197043 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -197086.203125 Penalty: 2236.079834
	Iteration 5Q: 3 clusters Score -197086.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -197124.000000 Penalty: 2236.079834
	Iteration 6Q: 3 clusters Score -197124 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -197145.843750 Penalty: 2236.079834
	Iteration 7Q: 3 clusters Score -197145.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -197161.359375 Penalty: 2236.079834
	Iteration 8Q: 3 clusters Score -197161.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -197174.890625 Penalty: 2236.079834
	Iteration 9Q: 3 clusters Score -197174.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -197186.453125 Penalty: 2236.079834
	Iteration 10Q: 3 clusters Score -197186.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -197199.390625 Penalty: 2236.079834
	Iteration 11Q: 3 clusters Score -197199.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -197216.781250 Penalty: 2236.079834
	Iteration 12Q: 3 clusters Score -197216.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -197233.750000 Penalty: 2236.079834
	Iteration 13Q: 3 clusters Score -197233.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -197245.250000 Penalty: 2236.079834
	Iteration 14Q: 3 clusters Score -197245.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -197259.703125 Penalty: 2236.079834
	Iteration 15Q: 3 clusters Score -197259.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -197272.296875 Penalty: 2236.079834
	Iteration 16Q: 3 clusters Score -197272.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -197281.453125 Penalty: 2236.079834
	Iteration 17Q: 3 clusters Score -197281.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -197287.453125 Penalty: 2236.079834
	Iteration 18Q: 3 clusters Score -197287.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -197295.890625 Penalty: 2236.079834
	Iteration 19Q: 3 clusters Score -197295.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -197300.750000 Penalty: 2236.079834
	Iteration 20F: 3 clusters Score -197300.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -197312.562500 Penalty: 2236.079834
	Iteration 21Q: 3 clusters Score -197312.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -197322.250000 Penalty: 2236.079834
	Iteration 22Q: 3 clusters Score -197322.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -197327.125000 Penalty: 2236.079834
	Iteration 23Q: 3 clusters Score -197327.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -197329.890625 Penalty: 2236.079834
	Iteration 24Q: 3 clusters Score -197329.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -197331.484375 Penalty: 2236.079834
	Iteration 25Q: 3 clusters Score -197331.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -197334.687500 Penalty: 2236.079834
	Iteration 26Q: 3 clusters Score -197334.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -197337.593750 Penalty: 2236.079834
	Iteration 27Q: 3 clusters Score -197337.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -197340.718750 Penalty: 2236.079834
	Iteration 28Q: 3 clusters Score -197340.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -197345.125000 Penalty: 2236.079834
	Iteration 29Q: 3 clusters Score -197345.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -197348.718750 Penalty: 2236.079834
	Iteration 30Q: 3 clusters Score -197348.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -197350.046875 Penalty: 2236.079834
	Iteration 31Q: 3 clusters Score -197350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -197351.875000 Penalty: 2236.079834
	Iteration 32Q: 3 clusters Score -197351.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -197353.937500 Penalty: 2236.079834
	Iteration 33Q: 3 clusters Score -197353.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -197353.937500 Penalty: 2236.079834
	Iteration 34F: 3 clusters Score -197353.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Entering Unmasked Estep 
Score: -149481.421875 Penalty: 1070.755493
	Iteration 0F: 2 clusters Score -149481.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -148018.125000 Penalty: 2141.510986
	Iteration 0F: 3 clusters Score -148018.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -148351.015625 Penalty: 2141.510986
	Iteration 1F: 3 clusters Score -148351 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -148469.625000 Penalty: 2141.510986
	Iteration 2F: 3 clusters Score -148469.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -148527.187500 Penalty: 2141.510986
	Iteration 3Q: 3 clusters Score -148527.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -148560.640625 Penalty: 2141.510986
	Iteration 4Q: 3 clusters Score -148560.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -148579.578125 Penalty: 2141.510986
	Iteration 5Q: 3 clusters Score -148579.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -148603.062500 Penalty: 2141.510986
	Iteration 6Q: 3 clusters Score -148603.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -148614.703125 Penalty: 2141.510986
	Iteration 7Q: 3 clusters Score -148614.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -148629.546875 Penalty: 2141.510986
	Iteration 8Q: 3 clusters Score -148629.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -148645.843750 Penalty: 2141.510986
	Iteration 9Q: 3 clusters Score -148645.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -148660.609375 Penalty: 2141.510986
	Iteration 10Q: 3 clusters Score -148660.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -148676.890625 Penalty: 2141.510986
	Iteration 11Q: 3 clusters Score -148676.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -148687.328125 Penalty: 2141.510986
	Iteration 12Q: 3 clusters Score -148687.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -148700.859375 Penalty: 2141.510986
	Iteration 13Q: 3 clusters Score -148700.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -148707.812500 Penalty: 2141.510986
	Iteration 14Q: 3 clusters Score -148707.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -148708.265625 Penalty: 2141.510986
	Iteration 15Q: 3 clusters Score -148708.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -148708.953125 Penalty: 2141.510986
	Iteration 16Q: 3 clusters Score -148709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -148708.953125 Penalty: 2141.510986
	Iteration 17F: 3 clusters Score -148709 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Entering Unmasked Estep 
Score: -1108648.250000 Penalty: 1350.714233
	Iteration 0F: 2 clusters Score -1108648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1102666.250000 Penalty: 2701.428467
	Iteration 0F: 3 clusters Score -1102666 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1104553.625000 Penalty: 2701.428467
	Iteration 1F: 3 clusters Score -1104554 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1104796.750000 Penalty: 2701.428467
	Iteration 2F: 3 clusters Score -1104797 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1104971.625000 Penalty: 2701.428467
	Iteration 3Q: 3 clusters Score -1104972 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1105094.625000 Penalty: 2701.428467
	Iteration 4Q: 3 clusters Score -1105095 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1105176.250000 Penalty: 2701.428467
	Iteration 5Q: 3 clusters Score -1105176 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1105253.000000 Penalty: 2701.428467
	Iteration 6Q: 3 clusters Score -1105253 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1105312.000000 Penalty: 2701.428467
	Iteration 7Q: 3 clusters Score -1105312 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1105367.500000 Penalty: 2701.428467
	Iteration 8Q: 3 clusters Score -1105368 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1105419.250000 Penalty: 2701.428467
	Iteration 9Q: 3 clusters Score -1105419 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1105480.250000 Penalty: 2701.428467
	Iteration 10Q: 3 clusters Score -1105480 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1105538.625000 Penalty: 2701.428467
	Iteration 11Q: 3 clusters Score -1105539 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1105590.500000 Penalty: 2701.428467
	Iteration 12Q: 3 clusters Score -1105590 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1105641.625000 Penalty: 2701.428467
	Iteration 13Q: 3 clusters Score -1105642 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1105694.750000 Penalty: 2701.428467
	Iteration 14Q: 3 clusters Score -1105695 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1105748.250000 Penalty: 2701.428467
	Iteration 15Q: 3 clusters Score -1105748 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1105809.375000 Penalty: 2701.428467
	Iteration 16Q: 3 clusters Score -1105809 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1105889.125000 Penalty: 2701.428467
	Iteration 17Q: 3 clusters Score -1105889 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1105988.875000 Penalty: 2701.428467
	Iteration 18Q: 3 clusters Score -1105989 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1106104.625000 Penalty: 2701.428467
	Iteration 19Q: 3 clusters Score -1106105 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1106241.250000 Penalty: 2701.428467
	Iteration 20F: 3 clusters Score -1106241 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1106409.375000 Penalty: 2701.428467
	Iteration 21Q: 3 clusters Score -1106409 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1106618.250000 Penalty: 2701.428467
	Iteration 22Q: 3 clusters Score -1106618 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1106810.875000 Penalty: 2701.428467
	Iteration 23Q: 3 clusters Score -1106811 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1107005.125000 Penalty: 2701.428467
	Iteration 24Q: 3 clusters Score -1107005 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1107130.375000 Penalty: 2701.428467
	Iteration 25Q: 3 clusters Score -1107130 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1107215.875000 Penalty: 2701.428467
	Iteration 26Q: 3 clusters Score -1107216 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1107288.875000 Penalty: 2701.428467
	Iteration 27Q: 3 clusters Score -1107289 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1107352.500000 Penalty: 2701.428467
	Iteration 28Q: 3 clusters Score -1107352 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1107412.750000 Penalty: 2701.428467
	Iteration 29Q: 3 clusters Score -1107413 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1107459.625000 Penalty: 2701.428467
	Iteration 30Q: 3 clusters Score -1107460 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1107499.500000 Penalty: 2701.428467
	Iteration 31Q: 3 clusters Score -1107500 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1107526.250000 Penalty: 2701.428467
	Iteration 32Q: 3 clusters Score -1107526 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1107542.625000 Penalty: 2701.428467
	Iteration 33Q: 3 clusters Score -1107543 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1107556.875000 Penalty: 2701.428467
	Iteration 34Q: 3 clusters Score -1107557 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1107559.750000 Penalty: 2701.428467
	Iteration 35Q: 3 clusters Score -1107560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1107565.125000 Penalty: 2701.428467
	Iteration 36Q: 3 clusters Score -1107565 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1107572.500000 Penalty: 2701.428467
	Iteration 37Q: 3 clusters Score -1107572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1107585.375000 Penalty: 2701.428467
	Iteration 38Q: 3 clusters Score -1107585 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1107595.000000 Penalty: 2701.428467
	Iteration 39Q: 3 clusters Score -1107595 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1107601.375000 Penalty: 2701.428467
	Iteration 40F: 3 clusters Score -1107601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1107602.500000 Penalty: 2701.428467
	Iteration 41Q: 3 clusters Score -1107602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1107603.250000 Penalty: 2701.428467
	Iteration 42Q: 3 clusters Score -1107603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1107602.625000 Penalty: 2701.428467
	Iteration 43Q: 3 clusters Score -1107603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1107603.875000 Penalty: 2701.428467
	Iteration 44Q: 3 clusters Score -1107604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1107605.500000 Penalty: 2701.428467
	Iteration 45Q: 3 clusters Score -1107606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1107605.375000 Penalty: 2701.428467
	Iteration 46Q: 3 clusters Score -1107605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1107605.375000 Penalty: 2701.428467
	Iteration 47F: 3 clusters Score -1107605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Entering Unmasked Estep 
Score: -18612.400391 Penalty: 824.540039
	Iteration 0F: 2 clusters Score -18612.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -17984.585938 Penalty: 1649.080078
	Iteration 0F: 3 clusters Score -17984.59 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -18095.441406 Penalty: 1649.080078
	Iteration 1F: 3 clusters Score -18095.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -18140.505859 Penalty: 1649.080078
	Iteration 2Q: 3 clusters Score -18140.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -18168.978516 Penalty: 1649.080078
	Iteration 3Q: 3 clusters Score -18168.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -18183.871094 Penalty: 1649.080078
	Iteration 4Q: 3 clusters Score -18183.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -18199.808594 Penalty: 1649.080078
	Iteration 5Q: 3 clusters Score -18199.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -18212.539062 Penalty: 1649.080078
	Iteration 6Q: 3 clusters Score -18212.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -18225.962891 Penalty: 1649.080078
	Iteration 7Q: 3 clusters Score -18225.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -18256.953125 Penalty: 1649.080078
	Iteration 8Q: 3 clusters Score -18256.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -18293.933594 Penalty: 1649.080078
	Iteration 9Q: 3 clusters Score -18293.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -18318.115234 Penalty: 1649.080078
	Iteration 10Q: 3 clusters Score -18318.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -18323.343750 Penalty: 1649.080078
	Iteration 11Q: 3 clusters Score -18323.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -18325.808594 Penalty: 1649.080078
	Iteration 12Q: 3 clusters Score -18325.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -18329.775391 Penalty: 1649.080078
	Iteration 13Q: 3 clusters Score -18329.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -18337.378906 Penalty: 1649.080078
	Iteration 14Q: 3 clusters Score -18337.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -18339.216797 Penalty: 1649.080078
	Iteration 15Q: 3 clusters Score -18339.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -18339.216797 Penalty: 1649.080078
	Iteration 16F: 3 clusters Score -18339.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Entering Unmasked Estep 
Score: -1249360.500000 Penalty: 1373.984009
	Iteration 0F: 2 clusters Score -1249360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1242538.875000 Penalty: 2747.968018
	Iteration 0F: 3 clusters Score -1242539 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1244821.000000 Penalty: 2747.968018
	Iteration 1F: 3 clusters Score -1244821 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1245100.000000 Penalty: 2747.968018
	Iteration 2F: 3 clusters Score -1245100 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1245280.125000 Penalty: 2747.968018
	Iteration 3Q: 3 clusters Score -1245280 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1245431.125000 Penalty: 2747.968018
	Iteration 4Q: 3 clusters Score -1245431 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1245604.375000 Penalty: 2747.968018
	Iteration 5Q: 3 clusters Score -1245604 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1245792.375000 Penalty: 2747.968018
	Iteration 6Q: 3 clusters Score -1245792 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1246038.250000 Penalty: 2747.968018
	Iteration 7Q: 3 clusters Score -1246038 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1246330.250000 Penalty: 2747.968018
	Iteration 8Q: 3 clusters Score -1246330 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1246669.250000 Penalty: 2747.968018
	Iteration 9Q: 3 clusters Score -1246669 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1246992.875000 Penalty: 2747.968018
	Iteration 10Q: 3 clusters Score -1246993 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1247302.125000 Penalty: 2747.968018
	Iteration 11Q: 3 clusters Score -1247302 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1247569.750000 Penalty: 2747.968018
	Iteration 12Q: 3 clusters Score -1247570 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1247798.000000 Penalty: 2747.968018
	Iteration 13Q: 3 clusters Score -1247798 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1247943.875000 Penalty: 2747.968018
	Iteration 14Q: 3 clusters Score -1247944 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1248063.500000 Penalty: 2747.968018
	Iteration 15Q: 3 clusters Score -1248064 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1248153.375000 Penalty: 2747.968018
	Iteration 16Q: 3 clusters Score -1248153 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1248234.625000 Penalty: 2747.968018
	Iteration 17Q: 3 clusters Score -1248235 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1248282.875000 Penalty: 2747.968018
	Iteration 18Q: 3 clusters Score -1248283 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1248315.375000 Penalty: 2747.968018
	Iteration 19Q: 3 clusters Score -1248315 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1248337.375000 Penalty: 2747.968018
	Iteration 20F: 3 clusters Score -1248337 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1248358.250000 Penalty: 2747.968018
	Iteration 21Q: 3 clusters Score -1248358 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1248378.375000 Penalty: 2747.968018
	Iteration 22Q: 3 clusters Score -1248378 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1248397.375000 Penalty: 2747.968018
	Iteration 23Q: 3 clusters Score -1248397 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1248410.500000 Penalty: 2747.968018
	Iteration 24Q: 3 clusters Score -1248410 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1248419.750000 Penalty: 2747.968018
	Iteration 25Q: 3 clusters Score -1248420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1248425.625000 Penalty: 2747.968018
	Iteration 26Q: 3 clusters Score -1248426 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1248432.375000 Penalty: 2747.968018
	Iteration 27Q: 3 clusters Score -1248432 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1248440.375000 Penalty: 2747.968018
	Iteration 28Q: 3 clusters Score -1248440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1248448.625000 Penalty: 2747.968018
	Iteration 29Q: 3 clusters Score -1248449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1248452.000000 Penalty: 2747.968018
	Iteration 30Q: 3 clusters Score -1248452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1248452.000000 Penalty: 2747.968018
	Iteration 31F: 3 clusters Score -1248452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Entering Unmasked Estep 
Score: -714690.750000 Penalty: 1297.555908
	Iteration 0F: 2 clusters Score -714690.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -710415.812500 Penalty: 2595.111816
	Iteration 0F: 3 clusters Score -710415.8 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -711818.062500 Penalty: 2595.111816
	Iteration 1F: 3 clusters Score -711818.1 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -712128.562500 Penalty: 2595.111816
	Iteration 2F: 3 clusters Score -712128.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -712347.437500 Penalty: 2595.111816
	Iteration 3F: 3 clusters Score -712347.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -712529.687500 Penalty: 2595.111816
	Iteration 4Q: 3 clusters Score -712529.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -712690.562500 Penalty: 2595.111816
	Iteration 5Q: 3 clusters Score -712690.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -712835.187500 Penalty: 2595.111816
	Iteration 6Q: 3 clusters Score -712835.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -712947.375000 Penalty: 2595.111816
	Iteration 7Q: 3 clusters Score -712947.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -713039.687500 Penalty: 2595.111816
	Iteration 8Q: 3 clusters Score -713039.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -713098.312500 Penalty: 2595.111816
	Iteration 9Q: 3 clusters Score -713098.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -713143.250000 Penalty: 2595.111816
	Iteration 10Q: 3 clusters Score -713143.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -713176.375000 Penalty: 2595.111816
	Iteration 11Q: 3 clusters Score -713176.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -713204.187500 Penalty: 2595.111816
	Iteration 12Q: 3 clusters Score -713204.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -713232.125000 Penalty: 2595.111816
	Iteration 13Q: 3 clusters Score -713232.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -713262.187500 Penalty: 2595.111816
	Iteration 14Q: 3 clusters Score -713262.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -713286.375000 Penalty: 2595.111816
	Iteration 15Q: 3 clusters Score -713286.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -713310.812500 Penalty: 2595.111816
	Iteration 16Q: 3 clusters Score -713310.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -713340.625000 Penalty: 2595.111816
	Iteration 17Q: 3 clusters Score -713340.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -713358.187500 Penalty: 2595.111816
	Iteration 18Q: 3 clusters Score -713358.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -713375.500000 Penalty: 2595.111816
	Iteration 19Q: 3 clusters Score -713375.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -713386.562500 Penalty: 2595.111816
	Iteration 20F: 3 clusters Score -713386.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -713398.375000 Penalty: 2595.111816
	Iteration 21Q: 3 clusters Score -713398.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -713407.562500 Penalty: 2595.111816
	Iteration 22Q: 3 clusters Score -713407.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -713419.687500 Penalty: 2595.111816
	Iteration 23Q: 3 clusters Score -713419.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -713435.625000 Penalty: 2595.111816
	Iteration 24Q: 3 clusters Score -713435.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -713445.500000 Penalty: 2595.111816
	Iteration 25Q: 3 clusters Score -713445.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -713451.625000 Penalty: 2595.111816
	Iteration 26Q: 3 clusters Score -713451.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -713461.187500 Penalty: 2595.111816
	Iteration 27Q: 3 clusters Score -713461.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -713472.750000 Penalty: 2595.111816
	Iteration 28Q: 3 clusters Score -713472.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -713480.125000 Penalty: 2595.111816
	Iteration 29Q: 3 clusters Score -713480.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -713483.500000 Penalty: 2595.111816
	Iteration 30Q: 3 clusters Score -713483.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -713488.250000 Penalty: 2595.111816
	Iteration 31Q: 3 clusters Score -713488.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -713493.062500 Penalty: 2595.111816
	Iteration 32Q: 3 clusters Score -713493.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -713498.187500 Penalty: 2595.111816
	Iteration 33Q: 3 clusters Score -713498.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -713503.937500 Penalty: 2595.111816
	Iteration 34Q: 3 clusters Score -713503.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -713505.812500 Penalty: 2595.111816
	Iteration 35Q: 3 clusters Score -713505.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -713512.625000 Penalty: 2595.111816
	Iteration 36Q: 3 clusters Score -713512.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -713516.500000 Penalty: 2595.111816
	Iteration 37Q: 3 clusters Score -713516.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -713519.500000 Penalty: 2595.111816
	Iteration 38Q: 3 clusters Score -713519.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -713526.062500 Penalty: 2595.111816
	Iteration 39Q: 3 clusters Score -713526.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -713533.125000 Penalty: 2595.111816
	Iteration 40F: 3 clusters Score -713533.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -713542.437500 Penalty: 2595.111816
	Iteration 41Q: 3 clusters Score -713542.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -713552.125000 Penalty: 2595.111816
	Iteration 42Q: 3 clusters Score -713552.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -713559.500000 Penalty: 2595.111816
	Iteration 43Q: 3 clusters Score -713559.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -713566.875000 Penalty: 2595.111816
	Iteration 44Q: 3 clusters Score -713566.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -713571.312500 Penalty: 2595.111816
	Iteration 45Q: 3 clusters Score -713571.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -713576.687500 Penalty: 2595.111816
	Iteration 46Q: 3 clusters Score -713576.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -713579.937500 Penalty: 2595.111816
	Iteration 47Q: 3 clusters Score -713579.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -713580.625000 Penalty: 2595.111816
	Iteration 48Q: 3 clusters Score -713580.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -713583.500000 Penalty: 2595.111816
	Iteration 49Q: 3 clusters Score -713583.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -713586.875000 Penalty: 2595.111816
	Iteration 50Q: 3 clusters Score -713586.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -713587.937500 Penalty: 2595.111816
	Iteration 51Q: 3 clusters Score -713587.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -713590.062500 Penalty: 2595.111816
	Iteration 52Q: 3 clusters Score -713590.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -713592.312500 Penalty: 2595.111816
	Iteration 53Q: 3 clusters Score -713592.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -713594.312500 Penalty: 2595.111816
	Iteration 54Q: 3 clusters Score -713594.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -713599.625000 Penalty: 2595.111816
	Iteration 55Q: 3 clusters Score -713599.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -713603.750000 Penalty: 2595.111816
	Iteration 56Q: 3 clusters Score -713603.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -713609.937500 Penalty: 2595.111816
	Iteration 57Q: 3 clusters Score -713609.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -713619.375000 Penalty: 2595.111816
	Iteration 58Q: 3 clusters Score -713619.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -713636.875000 Penalty: 2595.111816
	Iteration 59Q: 3 clusters Score -713636.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -713661.062500 Penalty: 2595.111816
	Iteration 60F: 3 clusters Score -713661.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -713684.687500 Penalty: 2595.111816
	Iteration 61Q: 3 clusters Score -713684.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -713715.437500 Penalty: 2595.111816
	Iteration 62Q: 3 clusters Score -713715.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -713731.312500 Penalty: 2595.111816
	Iteration 63Q: 3 clusters Score -713731.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -713745.937500 Penalty: 2595.111816
	Iteration 64Q: 3 clusters Score -713745.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -713753.000000 Penalty: 2595.111816
	Iteration 65Q: 3 clusters Score -713753 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -713761.062500 Penalty: 2595.111816
	Iteration 66Q: 3 clusters Score -713761.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -713764.375000 Penalty: 2595.111816
	Iteration 67Q: 3 clusters Score -713764.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -713771.625000 Penalty: 2595.111816
	Iteration 68Q: 3 clusters Score -713771.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -713774.625000 Penalty: 2595.111816
	Iteration 69Q: 3 clusters Score -713774.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -713779.375000 Penalty: 2595.111816
	Iteration 70Q: 3 clusters Score -713779.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -713781.812500 Penalty: 2595.111816
	Iteration 71Q: 3 clusters Score -713781.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -713787.687500 Penalty: 2595.111816
	Iteration 72Q: 3 clusters Score -713787.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -713793.562500 Penalty: 2595.111816
	Iteration 73Q: 3 clusters Score -713793.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -713791.812500 Penalty: 2595.111816
	Iteration 74Q: 3 clusters Score -713791.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -713792.750000 Penalty: 2595.111816
	Iteration 75Q: 3 clusters Score -713792.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -713792.125000 Penalty: 2595.111816
	Iteration 76Q: 3 clusters Score -713792.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -713794.687500 Penalty: 2595.111816
	Iteration 77Q: 3 clusters Score -713794.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -713794.562500 Penalty: 2595.111816
	Iteration 78Q: 3 clusters Score -713794.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -713794.562500 Penalty: 2595.111816
	Iteration 79F: 3 clusters Score -713794.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (41138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41138 members 
Entering Unmasked Estep 
Score: -5059567.000000 Penalty: 1580.953491
	Iteration 0F: 2 clusters Score -5059567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -5032893.500000 Penalty: 3161.906982
	Iteration 0F: 3 clusters Score -5032894 nChanged 18780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 21151 members 
Entering Unmasked Estep 
Score: -5043317.000000 Penalty: 3161.906982
	Iteration 1F: 3 clusters Score -5043317 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 21572 members 
Entering Unmasked Estep 
Score: -5044057.500000 Penalty: 3161.906982
	Iteration 2Q: 3 clusters Score -5044058 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 22130 members 
Entering Unmasked Estep 
Score: -5044798.000000 Penalty: 3161.906982
	Iteration 3Q: 3 clusters Score -5044798 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
Score: -5045580.000000 Penalty: 3161.906982
	Iteration 4Q: 3 clusters Score -5045580 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 23896 members 
Entering Unmasked Estep 
Score: -5046581.000000 Penalty: 3161.906982
	Iteration 5Q: 3 clusters Score -5046581 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 25184 members 
Entering Unmasked Estep 
Score: -5047785.000000 Penalty: 3161.906982
	Iteration 6F: 3 clusters Score -5047785 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 26866 members 
Entering Unmasked Estep 
Score: -5049292.500000 Penalty: 3161.906982
	Iteration 7F: 3 clusters Score -5049292 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 28759 members 
Entering Unmasked Estep 
Score: -5051034.000000 Penalty: 3161.906982
	Iteration 8F: 3 clusters Score -5051034 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 30649 members 
Entering Unmasked Estep 
Score: -5052712.500000 Penalty: 3161.906982
	Iteration 9F: 3 clusters Score -5052712 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 32311 members 
Entering Unmasked Estep 
Score: -5054086.000000 Penalty: 3161.906982
	Iteration 10Q: 3 clusters Score -5054086 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 33704 members 
Entering Unmasked Estep 
Score: -5055173.500000 Penalty: 3161.906982
	Iteration 11Q: 3 clusters Score -5055174 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 34845 members 
Entering Unmasked Estep 
Score: -5055998.000000 Penalty: 3161.906982
	Iteration 12Q: 3 clusters Score -5055998 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 35817 members 
Entering Unmasked Estep 
Score: -5056627.500000 Penalty: 3161.906982
	Iteration 13Q: 3 clusters Score -5056628 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 36568 members 
Entering Unmasked Estep 
Score: -5057031.000000 Penalty: 3161.906982
	Iteration 14Q: 3 clusters Score -5057031 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 37179 members 
Entering Unmasked Estep 
Score: -5057329.500000 Penalty: 3161.906982
	Iteration 15Q: 3 clusters Score -5057330 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 37643 members 
Entering Unmasked Estep 
Score: -5057561.500000 Penalty: 3161.906982
	Iteration 16Q: 3 clusters Score -5057562 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 38030 members 
Entering Unmasked Estep 
Score: -5057719.000000 Penalty: 3161.906982
	Iteration 17Q: 3 clusters Score -5057719 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 38326 members 
Entering Unmasked Estep 
Score: -5057847.000000 Penalty: 3161.906982
	Iteration 18Q: 3 clusters Score -5057847 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 38579 members 
Entering Unmasked Estep 
Score: -5057963.000000 Penalty: 3161.906982
	Iteration 19Q: 3 clusters Score -5057963 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 38802 members 
Entering Unmasked Estep 
Score: -5058058.000000 Penalty: 3161.906982
	Iteration 20F: 3 clusters Score -5058058 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 38993 members 
Entering Unmasked Estep 
Score: -5058157.500000 Penalty: 3161.906982
	Iteration 21Q: 3 clusters Score -5058158 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 39144 members 
Entering Unmasked Estep 
Score: -5058225.500000 Penalty: 3161.906982
	Iteration 22Q: 3 clusters Score -5058226 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 39276 members 
Entering Unmasked Estep 
Score: -5058295.500000 Penalty: 3161.906982
	Iteration 23Q: 3 clusters Score -5058296 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 39379 members 
Entering Unmasked Estep 
Score: -5058331.000000 Penalty: 3161.906982
	Iteration 24Q: 3 clusters Score -5058331 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 39444 members 
Entering Unmasked Estep 
Score: -5058360.000000 Penalty: 3161.906982
	Iteration 25Q: 3 clusters Score -5058360 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 39488 members 
Entering Unmasked Estep 
Score: -5058380.500000 Penalty: 3161.906982
	Iteration 26Q: 3 clusters Score -5058380 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 39532 members 
Entering Unmasked Estep 
Score: -5058403.500000 Penalty: 3161.906982
	Iteration 27Q: 3 clusters Score -5058404 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 39576 members 
Entering Unmasked Estep 
Score: -5058428.500000 Penalty: 3161.906982
	Iteration 28Q: 3 clusters Score -5058428 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 39613 members 
Entering Unmasked Estep 
Score: -5058447.000000 Penalty: 3161.906982
	Iteration 29Q: 3 clusters Score -5058447 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 39642 members 
Entering Unmasked Estep 
Score: -5058458.500000 Penalty: 3161.906982
	Iteration 30Q: 3 clusters Score -5058458 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 39667 members 
Entering Unmasked Estep 
Score: -5058460.500000 Penalty: 3161.906982
	Iteration 31Q: 3 clusters Score -5058460 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 39692 members 
Entering Unmasked Estep 
Score: -5058476.500000 Penalty: 3161.906982
	Iteration 32Q: 3 clusters Score -5058476 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 39722 members 
Entering Unmasked Estep 
Score: -5058491.000000 Penalty: 3161.906982
	Iteration 33Q: 3 clusters Score -5058491 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 39747 members 
Entering Unmasked Estep 
Score: -5058506.000000 Penalty: 3161.906982
	Iteration 34Q: 3 clusters Score -5058506 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 39767 members 
Entering Unmasked Estep 
Score: -5058515.500000 Penalty: 3161.906982
	Iteration 35Q: 3 clusters Score -5058516 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 39784 members 
Entering Unmasked Estep 
Score: -5058524.000000 Penalty: 3161.906982
	Iteration 36Q: 3 clusters Score -5058524 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 39800 members 
Entering Unmasked Estep 
Score: -5058539.000000 Penalty: 3161.906982
	Iteration 37Q: 3 clusters Score -5058539 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 39816 members 
Entering Unmasked Estep 
Score: -5058549.000000 Penalty: 3161.906982
	Iteration 38Q: 3 clusters Score -5058549 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 39832 members 
Entering Unmasked Estep 
Score: -5058557.000000 Penalty: 3161.906982
	Iteration 39Q: 3 clusters Score -5058557 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 39841 members 
Entering Unmasked Estep 
Score: -5058558.500000 Penalty: 3161.906982
	Iteration 40F: 3 clusters Score -5058558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 39841 members 
Entering Unmasked Estep 
Score: -5058557.000000 Penalty: 3161.906982
	Iteration 41Q: 3 clusters Score -5058557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 39846 members 
Entering Unmasked Estep 
Score: -5058552.000000 Penalty: 3161.906982
	Iteration 42Q: 3 clusters Score -5058552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 39846 members 
Entering Unmasked Estep 
Score: -5058560.500000 Penalty: 3161.906982
	Iteration 43Q: 3 clusters Score -5058560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 39850 members 
Entering Unmasked Estep 
Score: -5058560.500000 Penalty: 3161.906982
	Iteration 44Q: 3 clusters Score -5058560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 39850 members 
Entering Unmasked Estep 
Score: -5058565.000000 Penalty: 3161.906982
	Iteration 45Q: 3 clusters Score -5058565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 39852 members 
Entering Unmasked Estep 
Score: -5058566.000000 Penalty: 3161.906982
	Iteration 46Q: 3 clusters Score -5058566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 39853 members 
Entering Unmasked Estep 
Score: -5058562.500000 Penalty: 3161.906982
	Iteration 47Q: 3 clusters Score -5058562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 39855 members 
Entering Unmasked Estep 
Score: -5058561.500000 Penalty: 3161.906982
	Iteration 48Q: 3 clusters Score -5058562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 39856 members 
Entering Unmasked Estep 
Score: -5058564.000000 Penalty: 3161.906982
	Iteration 49Q: 3 clusters Score -5058564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 39856 members 
Entering Unmasked Estep 
Score: -5058564.000000 Penalty: 3161.906982
	Iteration 50F: 3 clusters Score -5058564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (22442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22442 members 
Entering Unmasked Estep 
Score: -2838117.500000 Penalty: 1490.781006
	Iteration 0F: 2 clusters Score -2838118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -2823511.750000 Penalty: 2981.562012
	Iteration 0F: 3 clusters Score -2823512 nChanged 9851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -2828691.250000 Penalty: 2981.562012
	Iteration 1F: 3 clusters Score -2828691 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -2829082.750000 Penalty: 2981.562012
	Iteration 2F: 3 clusters Score -2829083 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -2829393.750000 Penalty: 2981.562012
	Iteration 3Q: 3 clusters Score -2829394 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -2829653.500000 Penalty: 2981.562012
	Iteration 4Q: 3 clusters Score -2829654 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -2829937.250000 Penalty: 2981.562012
	Iteration 5Q: 3 clusters Score -2829937 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -2830255.000000 Penalty: 2981.562012
	Iteration 6Q: 3 clusters Score -2830255 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -2830633.250000 Penalty: 2981.562012
	Iteration 7Q: 3 clusters Score -2830633 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -2831068.750000 Penalty: 2981.562012
	Iteration 8Q: 3 clusters Score -2831069 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -2831533.250000 Penalty: 2981.562012
	Iteration 9Q: 3 clusters Score -2831533 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -2832101.250000 Penalty: 2981.562012
	Iteration 10Q: 3 clusters Score -2832101 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -2832695.750000 Penalty: 2981.562012
	Iteration 11Q: 3 clusters Score -2832696 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -2833232.000000 Penalty: 2981.562012
	Iteration 12Q: 3 clusters Score -2833232 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -2833815.500000 Penalty: 2981.562012
	Iteration 13Q: 3 clusters Score -2833816 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -2834358.000000 Penalty: 2981.562012
	Iteration 14Q: 3 clusters Score -2834358 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -2834817.750000 Penalty: 2981.562012
	Iteration 15Q: 3 clusters Score -2834818 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -2835226.000000 Penalty: 2981.562012
	Iteration 16Q: 3 clusters Score -2835226 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -2835603.750000 Penalty: 2981.562012
	Iteration 17Q: 3 clusters Score -2835604 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -2835955.500000 Penalty: 2981.562012
	Iteration 18Q: 3 clusters Score -2835956 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -2836245.000000 Penalty: 2981.562012
	Iteration 19Q: 3 clusters Score -2836245 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -2836452.250000 Penalty: 2981.562012
	Iteration 20F: 3 clusters Score -2836452 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2836633.250000 Penalty: 2981.562012
	Iteration 21Q: 3 clusters Score -2836633 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20740 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -2836769.250000 Penalty: 2981.562012
	Iteration 22Q: 3 clusters Score -2836769 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20907 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2836884.000000 Penalty: 2981.562012
	Iteration 23Q: 3 clusters Score -2836884 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2836971.250000 Penalty: 2981.562012
	Iteration 24Q: 3 clusters Score -2836971 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -2837027.750000 Penalty: 2981.562012
	Iteration 25Q: 3 clusters Score -2837028 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2837061.750000 Penalty: 2981.562012
	Iteration 26Q: 3 clusters Score -2837062 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2837095.500000 Penalty: 2981.562012
	Iteration 27Q: 3 clusters Score -2837096 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -2837123.000000 Penalty: 2981.562012
	Iteration 28Q: 3 clusters Score -2837123 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21306 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2837146.750000 Penalty: 2981.562012
	Iteration 29Q: 3 clusters Score -2837147 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2837160.500000 Penalty: 2981.562012
	Iteration 30Q: 3 clusters Score -2837160 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2837178.250000 Penalty: 2981.562012
	Iteration 31Q: 3 clusters Score -2837178 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21368 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2837190.250000 Penalty: 2981.562012
	Iteration 32Q: 3 clusters Score -2837190 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2837206.500000 Penalty: 2981.562012
	Iteration 33Q: 3 clusters Score -2837206 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2837212.750000 Penalty: 2981.562012
	Iteration 34Q: 3 clusters Score -2837213 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2837217.250000 Penalty: 2981.562012
	Iteration 35Q: 3 clusters Score -2837217 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2837221.250000 Penalty: 2981.562012
	Iteration 36Q: 3 clusters Score -2837221 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21425 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2837223.500000 Penalty: 2981.562012
	Iteration 37Q: 3 clusters Score -2837224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21433 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2837230.250000 Penalty: 2981.562012
	Iteration 38Q: 3 clusters Score -2837230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2837235.250000 Penalty: 2981.562012
	Iteration 39Q: 3 clusters Score -2837235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2837235.250000 Penalty: 2981.562012
	Iteration 40F: 3 clusters Score -2837235 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21445 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2837236.250000 Penalty: 2981.562012
	Iteration 41Q: 3 clusters Score -2837236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21447 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2837236.500000 Penalty: 2981.562012
	Iteration 42Q: 3 clusters Score -2837236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2837237.000000 Penalty: 2981.562012
	Iteration 43Q: 3 clusters Score -2837237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2837237.250000 Penalty: 2981.562012
	Iteration 44Q: 3 clusters Score -2837237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -2837237.000000 Penalty: 2981.562012
	Iteration 45Q: 3 clusters Score -2837237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21452 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2837243.000000 Penalty: 2981.562012
	Iteration 46Q: 3 clusters Score -2837243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2837243.000000 Penalty: 2981.562012
	Iteration 47Q: 3 clusters Score -2837243 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2837244.500000 Penalty: 2981.562012
	Iteration 48Q: 3 clusters Score -2837244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21465 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2837253.000000 Penalty: 2981.562012
	Iteration 49Q: 3 clusters Score -2837253 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21473 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2837260.500000 Penalty: 2981.562012
	Iteration 50Q: 3 clusters Score -2837260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21479 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2837263.000000 Penalty: 2981.562012
	Iteration 51Q: 3 clusters Score -2837263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2837262.500000 Penalty: 2981.562012
	Iteration 52Q: 3 clusters Score -2837262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2837264.750000 Penalty: 2981.562012
	Iteration 53Q: 3 clusters Score -2837265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21488 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2837272.000000 Penalty: 2981.562012
	Iteration 54Q: 3 clusters Score -2837272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2837277.500000 Penalty: 2981.562012
	Iteration 55Q: 3 clusters Score -2837278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2837276.000000 Penalty: 2981.562012
	Iteration 56Q: 3 clusters Score -2837276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2837275.500000 Penalty: 2981.562012
	Iteration 57Q: 3 clusters Score -2837276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21507 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2837282.000000 Penalty: 2981.562012
	Iteration 58Q: 3 clusters Score -2837282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21513 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2837286.500000 Penalty: 2981.562012
	Iteration 59Q: 3 clusters Score -2837286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2837288.000000 Penalty: 2981.562012
	Iteration 60F: 3 clusters Score -2837288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2837290.750000 Penalty: 2981.562012
	Iteration 61Q: 3 clusters Score -2837291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2837290.750000 Penalty: 2981.562012
	Iteration 62Q: 3 clusters Score -2837291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2837291.000000 Penalty: 2981.562012
	Iteration 63Q: 3 clusters Score -2837291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2837290.250000 Penalty: 2981.562012
	Iteration 64Q: 3 clusters Score -2837290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2837289.750000 Penalty: 2981.562012
	Iteration 65Q: 3 clusters Score -2837290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2837292.750000 Penalty: 2981.562012
	Iteration 66Q: 3 clusters Score -2837293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2837292.750000 Penalty: 2981.562012
	Iteration 67F: 3 clusters Score -2837293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Entering Unmasked Estep 
Score: -649654.875000 Penalty: 1280.017700
	Iteration 0F: 2 clusters Score -649654.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -645687.187500 Penalty: 2560.035400
	Iteration 0F: 3 clusters Score -645687.2 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -646968.250000 Penalty: 2560.035400
	Iteration 1F: 3 clusters Score -646968.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -647199.312500 Penalty: 2560.035400
	Iteration 2F: 3 clusters Score -647199.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -647350.187500 Penalty: 2560.035400
	Iteration 3Q: 3 clusters Score -647350.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -647499.312500 Penalty: 2560.035400
	Iteration 4Q: 3 clusters Score -647499.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -647643.875000 Penalty: 2560.035400
	Iteration 5Q: 3 clusters Score -647643.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -647773.500000 Penalty: 2560.035400
	Iteration 6Q: 3 clusters Score -647773.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -647920.750000 Penalty: 2560.035400
	Iteration 7Q: 3 clusters Score -647920.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -648072.000000 Penalty: 2560.035400
	Iteration 8Q: 3 clusters Score -648072 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -648191.562500 Penalty: 2560.035400
	Iteration 9Q: 3 clusters Score -648191.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -648287.562500 Penalty: 2560.035400
	Iteration 10Q: 3 clusters Score -648287.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -648394.812500 Penalty: 2560.035400
	Iteration 11Q: 3 clusters Score -648394.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -648489.062500 Penalty: 2560.035400
	Iteration 12Q: 3 clusters Score -648489.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -648557.937500 Penalty: 2560.035400
	Iteration 13Q: 3 clusters Score -648557.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -648605.812500 Penalty: 2560.035400
	Iteration 14Q: 3 clusters Score -648605.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -648634.312500 Penalty: 2560.035400
	Iteration 15Q: 3 clusters Score -648634.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -648662.875000 Penalty: 2560.035400
	Iteration 16Q: 3 clusters Score -648662.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -648682.312500 Penalty: 2560.035400
	Iteration 17Q: 3 clusters Score -648682.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -648701.875000 Penalty: 2560.035400
	Iteration 18Q: 3 clusters Score -648701.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -648718.312500 Penalty: 2560.035400
	Iteration 19Q: 3 clusters Score -648718.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -648735.437500 Penalty: 2560.035400
	Iteration 20F: 3 clusters Score -648735.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -648743.625000 Penalty: 2560.035400
	Iteration 21Q: 3 clusters Score -648743.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -648747.937500 Penalty: 2560.035400
	Iteration 22Q: 3 clusters Score -648747.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -648750.937500 Penalty: 2560.035400
	Iteration 23Q: 3 clusters Score -648750.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -648752.062500 Penalty: 2560.035400
	Iteration 24Q: 3 clusters Score -648752.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -648752.687500 Penalty: 2560.035400
	Iteration 25Q: 3 clusters Score -648752.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -648754.312500 Penalty: 2560.035400
	Iteration 26Q: 3 clusters Score -648754.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -648754.062500 Penalty: 2560.035400
	Iteration 27Q: 3 clusters Score -648754.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -648753.687500 Penalty: 2560.035400
	Iteration 28Q: 3 clusters Score -648753.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -648753.937500 Penalty: 2560.035400
	Iteration 29Q: 3 clusters Score -648753.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -648753.937500 Penalty: 2560.035400
	Iteration 30F: 3 clusters Score -648753.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Entering Unmasked Estep 
Score: -530408.437500 Penalty: 1253.259399
	Iteration 0F: 2 clusters Score -530408.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -527053.625000 Penalty: 2506.518799
	Iteration 0F: 3 clusters Score -527053.6 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -528081.687500 Penalty: 2506.518799
	Iteration 1F: 3 clusters Score -528081.7 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -528320.062500 Penalty: 2506.518799
	Iteration 2F: 3 clusters Score -528320.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -528495.000000 Penalty: 2506.518799
	Iteration 3F: 3 clusters Score -528495 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -528629.125000 Penalty: 2506.518799
	Iteration 4Q: 3 clusters Score -528629.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -528767.750000 Penalty: 2506.518799
	Iteration 5Q: 3 clusters Score -528767.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -528867.125000 Penalty: 2506.518799
	Iteration 6Q: 3 clusters Score -528867.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -528954.875000 Penalty: 2506.518799
	Iteration 7Q: 3 clusters Score -528954.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -529011.125000 Penalty: 2506.518799
	Iteration 8Q: 3 clusters Score -529011.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -529056.937500 Penalty: 2506.518799
	Iteration 9Q: 3 clusters Score -529056.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -529089.437500 Penalty: 2506.518799
	Iteration 10Q: 3 clusters Score -529089.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -529111.062500 Penalty: 2506.518799
	Iteration 11Q: 3 clusters Score -529111.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -529140.250000 Penalty: 2506.518799
	Iteration 12Q: 3 clusters Score -529140.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -529172.125000 Penalty: 2506.518799
	Iteration 13Q: 3 clusters Score -529172.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -529200.125000 Penalty: 2506.518799
	Iteration 14Q: 3 clusters Score -529200.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -529231.000000 Penalty: 2506.518799
	Iteration 15Q: 3 clusters Score -529231 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -529255.125000 Penalty: 2506.518799
	Iteration 16Q: 3 clusters Score -529255.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -529275.062500 Penalty: 2506.518799
	Iteration 17Q: 3 clusters Score -529275.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -529293.312500 Penalty: 2506.518799
	Iteration 18Q: 3 clusters Score -529293.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -529315.187500 Penalty: 2506.518799
	Iteration 19Q: 3 clusters Score -529315.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -529332.312500 Penalty: 2506.518799
	Iteration 20F: 3 clusters Score -529332.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -529343.000000 Penalty: 2506.518799
	Iteration 21Q: 3 clusters Score -529343 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -529356.250000 Penalty: 2506.518799
	Iteration 22Q: 3 clusters Score -529356.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -529373.875000 Penalty: 2506.518799
	Iteration 23Q: 3 clusters Score -529373.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -529388.812500 Penalty: 2506.518799
	Iteration 24Q: 3 clusters Score -529388.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -529401.312500 Penalty: 2506.518799
	Iteration 25Q: 3 clusters Score -529401.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -529411.062500 Penalty: 2506.518799
	Iteration 26Q: 3 clusters Score -529411.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -529419.937500 Penalty: 2506.518799
	Iteration 27Q: 3 clusters Score -529419.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -529430.437500 Penalty: 2506.518799
	Iteration 28Q: 3 clusters Score -529430.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -529440.000000 Penalty: 2506.518799
	Iteration 29Q: 3 clusters Score -529440 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -529447.937500 Penalty: 2506.518799
	Iteration 30Q: 3 clusters Score -529447.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -529458.125000 Penalty: 2506.518799
	Iteration 31Q: 3 clusters Score -529458.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -529469.250000 Penalty: 2506.518799
	Iteration 32Q: 3 clusters Score -529469.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -529487.875000 Penalty: 2506.518799
	Iteration 33Q: 3 clusters Score -529487.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -529507.437500 Penalty: 2506.518799
	Iteration 34Q: 3 clusters Score -529507.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -529524.500000 Penalty: 2506.518799
	Iteration 35Q: 3 clusters Score -529524.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -529548.125000 Penalty: 2506.518799
	Iteration 36Q: 3 clusters Score -529548.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -529572.062500 Penalty: 2506.518799
	Iteration 37Q: 3 clusters Score -529572.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -529600.125000 Penalty: 2506.518799
	Iteration 38Q: 3 clusters Score -529600.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -529630.187500 Penalty: 2506.518799
	Iteration 39Q: 3 clusters Score -529630.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -529655.812500 Penalty: 2506.518799
	Iteration 40F: 3 clusters Score -529655.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -529680.437500 Penalty: 2506.518799
	Iteration 41Q: 3 clusters Score -529680.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -529692.562500 Penalty: 2506.518799
	Iteration 42Q: 3 clusters Score -529692.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -529708.062500 Penalty: 2506.518799
	Iteration 43Q: 3 clusters Score -529708.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -529720.875000 Penalty: 2506.518799
	Iteration 44Q: 3 clusters Score -529720.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -529735.312500 Penalty: 2506.518799
	Iteration 45Q: 3 clusters Score -529735.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -529749.375000 Penalty: 2506.518799
	Iteration 46Q: 3 clusters Score -529749.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -529762.312500 Penalty: 2506.518799
	Iteration 47Q: 3 clusters Score -529762.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -529774.500000 Penalty: 2506.518799
	Iteration 48Q: 3 clusters Score -529774.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -529785.000000 Penalty: 2506.518799
	Iteration 49Q: 3 clusters Score -529785 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -529796.062500 Penalty: 2506.518799
	Iteration 50Q: 3 clusters Score -529796.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -529805.500000 Penalty: 2506.518799
	Iteration 51Q: 3 clusters Score -529805.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -529817.250000 Penalty: 2506.518799
	Iteration 52Q: 3 clusters Score -529817.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -529822.687500 Penalty: 2506.518799
	Iteration 53Q: 3 clusters Score -529822.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -529828.437500 Penalty: 2506.518799
	Iteration 54Q: 3 clusters Score -529828.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -529834.875000 Penalty: 2506.518799
	Iteration 55Q: 3 clusters Score -529834.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -529842.812500 Penalty: 2506.518799
	Iteration 56Q: 3 clusters Score -529842.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -529848.125000 Penalty: 2506.518799
	Iteration 57Q: 3 clusters Score -529848.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -529850.562500 Penalty: 2506.518799
	Iteration 58Q: 3 clusters Score -529850.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -529852.875000 Penalty: 2506.518799
	Iteration 59Q: 3 clusters Score -529852.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -529854.625000 Penalty: 2506.518799
	Iteration 60F: 3 clusters Score -529854.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -529855.562500 Penalty: 2506.518799
	Iteration 61Q: 3 clusters Score -529855.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -529856.875000 Penalty: 2506.518799
	Iteration 62Q: 3 clusters Score -529856.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -529856.875000 Penalty: 2506.518799
	Iteration 63F: 3 clusters Score -529856.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Entering Unmasked Estep 
Score: -60336.804688 Penalty: 964.913757
	Iteration 0F: 2 clusters Score -60336.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -59320.691406 Penalty: 1929.827515
	Iteration 0F: 3 clusters Score -59320.69 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -59592.648438 Penalty: 1929.827515
	Iteration 1F: 3 clusters Score -59592.65 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -59721.015625 Penalty: 1929.827515
	Iteration 2F: 3 clusters Score -59721.02 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -59816.417969 Penalty: 1929.827515
	Iteration 3F: 3 clusters Score -59816.42 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -59865.695312 Penalty: 1929.827515
	Iteration 4Q: 3 clusters Score -59865.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -59905.511719 Penalty: 1929.827515
	Iteration 5Q: 3 clusters Score -59905.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -59934.015625 Penalty: 1929.827515
	Iteration 6Q: 3 clusters Score -59934.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -59960.523438 Penalty: 1929.827515
	Iteration 7Q: 3 clusters Score -59960.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -59980.972656 Penalty: 1929.827515
	Iteration 8Q: 3 clusters Score -59980.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -59985.035156 Penalty: 1929.827515
	Iteration 9Q: 3 clusters Score -59985.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -59996.894531 Penalty: 1929.827515
	Iteration 10Q: 3 clusters Score -59996.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -60003.929688 Penalty: 1929.827515
	Iteration 11Q: 3 clusters Score -60003.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -60005.953125 Penalty: 1929.827515
	Iteration 12Q: 3 clusters Score -60005.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -60008.222656 Penalty: 1929.827515
	Iteration 13Q: 3 clusters Score -60008.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -60012.781250 Penalty: 1929.827515
	Iteration 14Q: 3 clusters Score -60012.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -60019.027344 Penalty: 1929.827515
	Iteration 15Q: 3 clusters Score -60019.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -60019.027344 Penalty: 1929.827515
	Iteration 16F: 3 clusters Score -60019.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (10498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Entering Unmasked Estep 
Score: -1276886.375000 Penalty: 1377.730225
	Iteration 0F: 2 clusters Score -1276886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1269936.625000 Penalty: 2755.460449
	Iteration 0F: 3 clusters Score -1269937 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1272197.000000 Penalty: 2755.460449
	Iteration 1F: 3 clusters Score -1272197 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1272488.125000 Penalty: 2755.460449
	Iteration 2F: 3 clusters Score -1272488 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1272702.500000 Penalty: 2755.460449
	Iteration 3Q: 3 clusters Score -1272702 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1272867.125000 Penalty: 2755.460449
	Iteration 4Q: 3 clusters Score -1272867 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1273015.000000 Penalty: 2755.460449
	Iteration 5Q: 3 clusters Score -1273015 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1273150.625000 Penalty: 2755.460449
	Iteration 6Q: 3 clusters Score -1273151 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1273282.875000 Penalty: 2755.460449
	Iteration 7Q: 3 clusters Score -1273283 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1273418.500000 Penalty: 2755.460449
	Iteration 8Q: 3 clusters Score -1273418 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1273557.750000 Penalty: 2755.460449
	Iteration 9Q: 3 clusters Score -1273558 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1273700.500000 Penalty: 2755.460449
	Iteration 10Q: 3 clusters Score -1273700 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1273875.125000 Penalty: 2755.460449
	Iteration 11Q: 3 clusters Score -1273875 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1274057.500000 Penalty: 2755.460449
	Iteration 12Q: 3 clusters Score -1274058 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1274276.250000 Penalty: 2755.460449
	Iteration 13Q: 3 clusters Score -1274276 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1274499.750000 Penalty: 2755.460449
	Iteration 14Q: 3 clusters Score -1274500 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1274715.000000 Penalty: 2755.460449
	Iteration 15Q: 3 clusters Score -1274715 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1274922.875000 Penalty: 2755.460449
	Iteration 16Q: 3 clusters Score -1274923 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1275108.875000 Penalty: 2755.460449
	Iteration 17Q: 3 clusters Score -1275109 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1275273.125000 Penalty: 2755.460449
	Iteration 18Q: 3 clusters Score -1275273 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1275402.250000 Penalty: 2755.460449
	Iteration 19Q: 3 clusters Score -1275402 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1275497.625000 Penalty: 2755.460449
	Iteration 20F: 3 clusters Score -1275498 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1275574.625000 Penalty: 2755.460449
	Iteration 21Q: 3 clusters Score -1275575 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1275623.875000 Penalty: 2755.460449
	Iteration 22Q: 3 clusters Score -1275624 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1275663.625000 Penalty: 2755.460449
	Iteration 23Q: 3 clusters Score -1275664 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1275695.625000 Penalty: 2755.460449
	Iteration 24Q: 3 clusters Score -1275696 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1275717.250000 Penalty: 2755.460449
	Iteration 25Q: 3 clusters Score -1275717 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1275736.625000 Penalty: 2755.460449
	Iteration 26Q: 3 clusters Score -1275737 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1275745.625000 Penalty: 2755.460449
	Iteration 27Q: 3 clusters Score -1275746 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1275750.500000 Penalty: 2755.460449
	Iteration 28Q: 3 clusters Score -1275750 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1275762.000000 Penalty: 2755.460449
	Iteration 29Q: 3 clusters Score -1275762 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1275769.000000 Penalty: 2755.460449
	Iteration 30Q: 3 clusters Score -1275769 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1275770.125000 Penalty: 2755.460449
	Iteration 31Q: 3 clusters Score -1275770 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1275774.000000 Penalty: 2755.460449
	Iteration 32Q: 3 clusters Score -1275774 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1275780.750000 Penalty: 2755.460449
	Iteration 33Q: 3 clusters Score -1275781 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1275783.625000 Penalty: 2755.460449
	Iteration 34Q: 3 clusters Score -1275784 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1275785.750000 Penalty: 2755.460449
	Iteration 35Q: 3 clusters Score -1275786 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1275787.250000 Penalty: 2755.460449
	Iteration 36Q: 3 clusters Score -1275787 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1275791.125000 Penalty: 2755.460449
	Iteration 37Q: 3 clusters Score -1275791 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1275791.125000 Penalty: 2755.460449
	Iteration 38Q: 3 clusters Score -1275791 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1275794.875000 Penalty: 2755.460449
	Iteration 39Q: 3 clusters Score -1275795 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1275792.625000 Penalty: 2755.460449
	Iteration 40F: 3 clusters Score -1275793 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1275794.375000 Penalty: 2755.460449
	Iteration 41Q: 3 clusters Score -1275794 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1275796.125000 Penalty: 2755.460449
	Iteration 42Q: 3 clusters Score -1275796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1275798.750000 Penalty: 2755.460449
	Iteration 43Q: 3 clusters Score -1275799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1275799.750000 Penalty: 2755.460449
	Iteration 44Q: 3 clusters Score -1275800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1275801.500000 Penalty: 2755.460449
	Iteration 45Q: 3 clusters Score -1275802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1275801.625000 Penalty: 2755.460449
	Iteration 46Q: 3 clusters Score -1275802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1275800.875000 Penalty: 2755.460449
	Iteration 47Q: 3 clusters Score -1275801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1275802.250000 Penalty: 2755.460449
	Iteration 48Q: 3 clusters Score -1275802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1275802.500000 Penalty: 2755.460449
	Iteration 49Q: 3 clusters Score -1275802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1275802.875000 Penalty: 2755.460449
	Iteration 50Q: 3 clusters Score -1275803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1275805.250000 Penalty: 2755.460449
	Iteration 51Q: 3 clusters Score -1275805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1275806.000000 Penalty: 2755.460449
	Iteration 52Q: 3 clusters Score -1275806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1275805.500000 Penalty: 2755.460449
	Iteration 53Q: 3 clusters Score -1275806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1275804.750000 Penalty: 2755.460449
	Iteration 54Q: 3 clusters Score -1275805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1275803.250000 Penalty: 2755.460449
	Iteration 55Q: 3 clusters Score -1275803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1275805.250000 Penalty: 2755.460449
	Iteration 56Q: 3 clusters Score -1275805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1275805.125000 Penalty: 2755.460449
	Iteration 57Q: 3 clusters Score -1275805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1275808.625000 Penalty: 2755.460449
	Iteration 58Q: 3 clusters Score -1275809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1275808.875000 Penalty: 2755.460449
	Iteration 59Q: 3 clusters Score -1275809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1275809.750000 Penalty: 2755.460449
	Iteration 60F: 3 clusters Score -1275810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1275806.750000 Penalty: 2755.460449
	Iteration 61Q: 3 clusters Score -1275807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1275809.625000 Penalty: 2755.460449
	Iteration 62Q: 3 clusters Score -1275810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1275809.625000 Penalty: 2755.460449
	Iteration 63F: 3 clusters Score -1275810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Entering Unmasked Estep 
Score: -31879.703125 Penalty: 914.892151
	Iteration 0F: 2 clusters Score -31879.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -31071.439453 Penalty: 1829.784302
	Iteration 0F: 3 clusters Score -31071.44 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -31309.771484 Penalty: 1829.784302
	Iteration 1F: 3 clusters Score -31309.77 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -31430.214844 Penalty: 1829.784302
	Iteration 2F: 3 clusters Score -31430.21 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -31505.738281 Penalty: 1829.784302
	Iteration 3Q: 3 clusters Score -31505.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -31566.294922 Penalty: 1829.784302
	Iteration 4Q: 3 clusters Score -31566.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -31645.138672 Penalty: 1829.784302
	Iteration 5Q: 3 clusters Score -31645.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -31698.394531 Penalty: 1829.784302
	Iteration 6Q: 3 clusters Score -31698.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -31732.208984 Penalty: 1829.784302
	Iteration 7Q: 3 clusters Score -31732.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -31768.996094 Penalty: 1829.784302
	Iteration 8Q: 3 clusters Score -31769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -31792.037109 Penalty: 1829.784302
	Iteration 9Q: 3 clusters Score -31792.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -31820.109375 Penalty: 1829.784302
	Iteration 10Q: 3 clusters Score -31820.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -31847.523438 Penalty: 1829.784302
	Iteration 11Q: 3 clusters Score -31847.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -31856.636719 Penalty: 1829.784302
	Iteration 12Q: 3 clusters Score -31856.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -31888.486328 Penalty: 1829.784302
	Iteration 13Q: 3 clusters Score -31888.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -31906.769531 Penalty: 1829.784302
	Iteration 14Q: 3 clusters Score -31906.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -31913.748047 Penalty: 1829.784302
	Iteration 15Q: 3 clusters Score -31913.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -31923.263672 Penalty: 1829.784302
	Iteration 16Q: 3 clusters Score -31923.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -31931.667969 Penalty: 1829.784302
	Iteration 17Q: 3 clusters Score -31931.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -31943.369141 Penalty: 1829.784302
	Iteration 18Q: 3 clusters Score -31943.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -31947.394531 Penalty: 1829.784302
	Iteration 19Q: 3 clusters Score -31947.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -31948.482422 Penalty: 1829.784302
	Iteration 20F: 3 clusters Score -31948.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 6918 members 
Mstep: Class 3 contains 29608 members 
Mstep: Class 4 contains 34652 members 
Mstep: Class 5 contains 45455 members 
Mstep: Class 6 contains 23996 members 
Mstep: Class 7 contains 17431 members 
Mstep: Class 8 contains 8919 members 
Mstep: Class 9 contains 68869 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1264 members 
Mstep: Class 12 contains 50400 members 
Mstep: Class 13 contains 34303 members 
Mstep: Class 14 contains 3256 members 
Mstep: Class 15 contains 5656 members 
Mstep: Class 16 contains 17429 members 
Mstep: Class 17 contains 10414 members 
Mstep: Class 18 contains 31138 members 
Mstep: Class 19 contains 11386 members 
Mstep: Class 20 contains 1833 members 
Mstep: Class 21 contains 1334 members 
Mstep: Class 22 contains 8755 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 10237 members 
Mstep: Class 25 contains 6125 members 
Mstep: Class 26 contains 41138 members 
Mstep: Class 27 contains 22442 members 
Mstep: Class 28 contains 5444 members 
Mstep: Class 29 contains 4548 members 
Mstep: Class 30 contains 655 members 
Mstep: Class 31 contains 10498 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 53026 members 
Mstep: Class 38 contains 67511 members 
Mstep: Class 39 contains 7002 members 
Mstep: Class 40 contains 269 members 
Mstep: Class 41 contains 216 members 
Entering Unmasked Estep 
Score: -80987600.000000 Penalty: 81814.242188
Splitting cluster 32 changes total score from -80987032.000000 to -80987600.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 33 (1141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Entering Unmasked Estep 
Score: -132162.125000 Penalty: 1047.501465
	Iteration 0F: 2 clusters Score -132162.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -130818.078125 Penalty: 2095.002930
	Iteration 0F: 3 clusters Score -130818.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -131142.781250 Penalty: 2095.002930
	Iteration 1F: 3 clusters Score -131142.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -131245.656250 Penalty: 2095.002930
	Iteration 2F: 3 clusters Score -131245.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -131294.875000 Penalty: 2095.002930
	Iteration 3Q: 3 clusters Score -131294.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -131315.906250 Penalty: 2095.002930
	Iteration 4Q: 3 clusters Score -131315.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -131326.046875 Penalty: 2095.002930
	Iteration 5Q: 3 clusters Score -131326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -131334.375000 Penalty: 2095.002930
	Iteration 6Q: 3 clusters Score -131334.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -131337.625000 Penalty: 2095.002930
	Iteration 7Q: 3 clusters Score -131337.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -131340.687500 Penalty: 2095.002930
	Iteration 8Q: 3 clusters Score -131340.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -131345.125000 Penalty: 2095.002930
	Iteration 9Q: 3 clusters Score -131345.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -131347.687500 Penalty: 2095.002930
	Iteration 10Q: 3 clusters Score -131347.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -131353.437500 Penalty: 2095.002930
	Iteration 11Q: 3 clusters Score -131353.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -131354.359375 Penalty: 2095.002930
	Iteration 12Q: 3 clusters Score -131354.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -131354.359375 Penalty: 2095.002930
	Iteration 13F: 3 clusters Score -131354.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Entering Unmasked Estep 
Score: -44445.046875 Penalty: 891.529968
	Iteration 0F: 2 clusters Score -44445.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -43639.089844 Penalty: 1783.059937
	Iteration 0F: 3 clusters Score -43639.09 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -43831.273438 Penalty: 1783.059937
	Iteration 1F: 3 clusters Score -43831.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -43894.929688 Penalty: 1783.059937
	Iteration 2Q: 3 clusters Score -43894.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -43928.691406 Penalty: 1783.059937
	Iteration 3Q: 3 clusters Score -43928.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -43974.960938 Penalty: 1783.059937
	Iteration 4Q: 3 clusters Score -43974.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -43998.359375 Penalty: 1783.059937
	Iteration 5Q: 3 clusters Score -43998.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -44010.722656 Penalty: 1783.059937
	Iteration 6Q: 3 clusters Score -44010.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -44016.855469 Penalty: 1783.059937
	Iteration 7Q: 3 clusters Score -44016.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -44020.773438 Penalty: 1783.059937
	Iteration 8Q: 3 clusters Score -44020.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -44024.171875 Penalty: 1783.059937
	Iteration 9Q: 3 clusters Score -44024.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -44024.171875 Penalty: 1783.059937
	Iteration 10F: 3 clusters Score -44024.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Entering Unmasked Estep 
Score: -10166.687500 Penalty: 760.663757
	Iteration 0F: 2 clusters Score -10166.69 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 83 members 
Entering Unmasked Estep 
Score: -9638.213867 Penalty: 1521.327515
	Iteration 0F: 3 clusters Score -9638.214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -9704.190430 Penalty: 1521.327515
	Iteration 1F: 3 clusters Score -9704.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -9730.305664 Penalty: 1521.327515
	Iteration 2Q: 3 clusters Score -9730.306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -9739.383789 Penalty: 1521.327515
	Iteration 3Q: 3 clusters Score -9739.384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -9754.288086 Penalty: 1521.327515
	Iteration 4Q: 3 clusters Score -9754.288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -9754.288086 Penalty: 1521.327515
	Iteration 5F: 3 clusters Score -9754.288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Entering Unmasked Estep 
Score: -26646.306641 Penalty: 846.221985
	Iteration 0F: 2 clusters Score -26646.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -25954.228516 Penalty: 1692.443970
	Iteration 0F: 3 clusters Score -25954.23 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -26080.705078 Penalty: 1692.443970
	Iteration 1F: 3 clusters Score -26080.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -26111.089844 Penalty: 1692.443970
	Iteration 2Q: 3 clusters Score -26111.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -26128.208984 Penalty: 1692.443970
	Iteration 3Q: 3 clusters Score -26128.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -26130.291016 Penalty: 1692.443970
	Iteration 4Q: 3 clusters Score -26130.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -26135.541016 Penalty: 1692.443970
	Iteration 5Q: 3 clusters Score -26135.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -26135.541016 Penalty: 1692.443970
	Iteration 6F: 3 clusters Score -26135.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (67511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67511 members 
Entering Unmasked Estep 
Score: -8586977.000000 Penalty: 1654.662842
	Iteration 0F: 2 clusters Score -8586977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33671 members 
Mstep: Class 2 contains 33840 members 
Entering Unmasked Estep 
Score: -8545588.000000 Penalty: 3309.325684
	Iteration 0F: 3 clusters Score -8545588 nChanged 31544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32681 members 
Mstep: Class 2 contains 34830 members 
Entering Unmasked Estep 
Score: -8563491.000000 Penalty: 3309.325684
	Iteration 1F: 3 clusters Score -8563491 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32198 members 
Mstep: Class 2 contains 35313 members 
Entering Unmasked Estep 
Score: -8564240.000000 Penalty: 3309.325684
	Iteration 2Q: 3 clusters Score -8564240 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31470 members 
Mstep: Class 2 contains 36041 members 
Entering Unmasked Estep 
Score: -8565102.000000 Penalty: 3309.325684
	Iteration 3Q: 3 clusters Score -8565102 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30411 members 
Mstep: Class 2 contains 37100 members 
Entering Unmasked Estep 
Score: -8566185.000000 Penalty: 3309.325684
	Iteration 4Q: 3 clusters Score -8566185 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29029 members 
Mstep: Class 2 contains 38482 members 
Entering Unmasked Estep 
Score: -8567537.000000 Penalty: 3309.325684
	Iteration 5Q: 3 clusters Score -8567537 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27311 members 
Mstep: Class 2 contains 40200 members 
Entering Unmasked Estep 
Score: -8569279.000000 Penalty: 3309.325684
	Iteration 6F: 3 clusters Score -8569279 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25493 members 
Mstep: Class 2 contains 42018 members 
Entering Unmasked Estep 
Score: -8571331.000000 Penalty: 3309.325684
	Iteration 7F: 3 clusters Score -8571331 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23763 members 
Mstep: Class 2 contains 43748 members 
Entering Unmasked Estep 
Score: -8573775.000000 Penalty: 3309.325684
	Iteration 8F: 3 clusters Score -8573775 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22353 members 
Mstep: Class 2 contains 45158 members 
Entering Unmasked Estep 
Score: -8576197.000000 Penalty: 3309.325684
	Iteration 9F: 3 clusters Score -8576197 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 45965 members 
Entering Unmasked Estep 
Score: -8578511.000000 Penalty: 3309.325684
	Iteration 10F: 3 clusters Score -8578511 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 46277 members 
Entering Unmasked Estep 
Score: -8580168.000000 Penalty: 3309.325684
	Iteration 11Q: 3 clusters Score -8580168 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 46412 members 
Entering Unmasked Estep 
Score: -8580909.000000 Penalty: 3309.325684
	Iteration 12Q: 3 clusters Score -8580909 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 46565 members 
Entering Unmasked Estep 
Score: -8581264.000000 Penalty: 3309.325684
	Iteration 13Q: 3 clusters Score -8581264 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20788 members 
Mstep: Class 2 contains 46723 members 
Entering Unmasked Estep 
Score: -8581427.000000 Penalty: 3309.325684
	Iteration 14Q: 3 clusters Score -8581427 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20642 members 
Mstep: Class 2 contains 46869 members 
Entering Unmasked Estep 
Score: -8581599.000000 Penalty: 3309.325684
	Iteration 15Q: 3 clusters Score -8581599 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 46975 members 
Entering Unmasked Estep 
Score: -8581714.000000 Penalty: 3309.325684
	Iteration 16Q: 3 clusters Score -8581714 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 47047 members 
Entering Unmasked Estep 
Score: -8581827.000000 Penalty: 3309.325684
	Iteration 17Q: 3 clusters Score -8581827 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20482 members 
Mstep: Class 2 contains 47029 members 
Entering Unmasked Estep 
Score: -8581913.000000 Penalty: 3309.325684
	Iteration 18Q: 3 clusters Score -8581913 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20513 members 
Mstep: Class 2 contains 46998 members 
Entering Unmasked Estep 
Score: -8582025.000000 Penalty: 3309.325684
	Iteration 19Q: 3 clusters Score -8582025 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 46975 members 
Entering Unmasked Estep 
Score: -8582091.000000 Penalty: 3309.325684
	Iteration 20F: 3 clusters Score -8582091 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 46945 members 
Entering Unmasked Estep 
Score: -8582236.000000 Penalty: 3309.325684
	Iteration 21Q: 3 clusters Score -8582236 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20602 members 
Mstep: Class 2 contains 46909 members 
Entering Unmasked Estep 
Score: -8582316.000000 Penalty: 3309.325684
	Iteration 22Q: 3 clusters Score -8582316 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Mstep: Class 2 contains 46812 members 
Entering Unmasked Estep 
Score: -8582441.000000 Penalty: 3309.325684
	Iteration 23Q: 3 clusters Score -8582441 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 46708 members 
Entering Unmasked Estep 
Score: -8582584.000000 Penalty: 3309.325684
	Iteration 24Q: 3 clusters Score -8582584 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20958 members 
Mstep: Class 2 contains 46553 members 
Entering Unmasked Estep 
Score: -8582764.000000 Penalty: 3309.325684
	Iteration 25Q: 3 clusters Score -8582764 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 46389 members 
Entering Unmasked Estep 
Score: -8582914.000000 Penalty: 3309.325684
	Iteration 26Q: 3 clusters Score -8582914 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 46156 members 
Entering Unmasked Estep 
Score: -8583024.000000 Penalty: 3309.325684
	Iteration 27Q: 3 clusters Score -8583024 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 45889 members 
Entering Unmasked Estep 
Score: -8583183.000000 Penalty: 3309.325684
	Iteration 28Q: 3 clusters Score -8583183 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21890 members 
Mstep: Class 2 contains 45621 members 
Entering Unmasked Estep 
Score: -8583374.000000 Penalty: 3309.325684
	Iteration 29Q: 3 clusters Score -8583374 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 45324 members 
Entering Unmasked Estep 
Score: -8583563.000000 Penalty: 3309.325684
	Iteration 30Q: 3 clusters Score -8583563 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22511 members 
Mstep: Class 2 contains 45000 members 
Entering Unmasked Estep 
Score: -8583774.000000 Penalty: 3309.325684
	Iteration 31Q: 3 clusters Score -8583774 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22862 members 
Mstep: Class 2 contains 44649 members 
Entering Unmasked Estep 
Score: -8584002.000000 Penalty: 3309.325684
	Iteration 32Q: 3 clusters Score -8584002 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23204 members 
Mstep: Class 2 contains 44307 members 
Entering Unmasked Estep 
Score: -8584323.000000 Penalty: 3309.325684
	Iteration 33Q: 3 clusters Score -8584323 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23537 members 
Mstep: Class 2 contains 43974 members 
Entering Unmasked Estep 
Score: -8584599.000000 Penalty: 3309.325684
	Iteration 34Q: 3 clusters Score -8584599 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23827 members 
Mstep: Class 2 contains 43684 members 
Entering Unmasked Estep 
Score: -8584879.000000 Penalty: 3309.325684
	Iteration 35Q: 3 clusters Score -8584879 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24106 members 
Mstep: Class 2 contains 43405 members 
Entering Unmasked Estep 
Score: -8585052.000000 Penalty: 3309.325684
	Iteration 36Q: 3 clusters Score -8585052 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24330 members 
Mstep: Class 2 contains 43181 members 
Entering Unmasked Estep 
Score: -8585219.000000 Penalty: 3309.325684
	Iteration 37Q: 3 clusters Score -8585219 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24510 members 
Mstep: Class 2 contains 43001 members 
Entering Unmasked Estep 
Score: -8585337.000000 Penalty: 3309.325684
	Iteration 38Q: 3 clusters Score -8585337 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24662 members 
Mstep: Class 2 contains 42849 members 
Entering Unmasked Estep 
Score: -8585442.000000 Penalty: 3309.325684
	Iteration 39Q: 3 clusters Score -8585442 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24768 members 
Mstep: Class 2 contains 42743 members 
Entering Unmasked Estep 
Score: -8585540.000000 Penalty: 3309.325684
	Iteration 40F: 3 clusters Score -8585540 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 42582 members 
Entering Unmasked Estep 
Score: -8585626.000000 Penalty: 3309.325684
	Iteration 41Q: 3 clusters Score -8585626 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25058 members 
Mstep: Class 2 contains 42453 members 
Entering Unmasked Estep 
Score: -8585675.000000 Penalty: 3309.325684
	Iteration 42Q: 3 clusters Score -8585675 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25169 members 
Mstep: Class 2 contains 42342 members 
Entering Unmasked Estep 
Score: -8585693.000000 Penalty: 3309.325684
	Iteration 43Q: 3 clusters Score -8585693 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25277 members 
Mstep: Class 2 contains 42234 members 
Entering Unmasked Estep 
Score: -8585719.000000 Penalty: 3309.325684
	Iteration 44Q: 3 clusters Score -8585719 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25355 members 
Mstep: Class 2 contains 42156 members 
Entering Unmasked Estep 
Score: -8585733.000000 Penalty: 3309.325684
	Iteration 45Q: 3 clusters Score -8585733 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25423 members 
Mstep: Class 2 contains 42088 members 
Entering Unmasked Estep 
Score: -8585734.000000 Penalty: 3309.325684
	Iteration 46Q: 3 clusters Score -8585734 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25467 members 
Mstep: Class 2 contains 42044 members 
Entering Unmasked Estep 
Score: -8585731.000000 Penalty: 3309.325684
	Iteration 47Q: 3 clusters Score -8585731 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25507 members 
Mstep: Class 2 contains 42004 members 
Entering Unmasked Estep 
Score: -8585743.000000 Penalty: 3309.325684
	Iteration 48Q: 3 clusters Score -8585743 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25548 members 
Mstep: Class 2 contains 41963 members 
Entering Unmasked Estep 
Score: -8585732.000000 Penalty: 3309.325684
	Iteration 49Q: 3 clusters Score -8585732 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25585 members 
Mstep: Class 2 contains 41926 members 
Entering Unmasked Estep 
Score: -8585736.000000 Penalty: 3309.325684
	Iteration 50Q: 3 clusters Score -8585736 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25619 members 
Mstep: Class 2 contains 41892 members 
Entering Unmasked Estep 
Score: -8585754.000000 Penalty: 3309.325684
	Iteration 51Q: 3 clusters Score -8585754 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25647 members 
Mstep: Class 2 contains 41864 members 
Entering Unmasked Estep 
Score: -8585758.000000 Penalty: 3309.325684
	Iteration 52Q: 3 clusters Score -8585758 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25665 members 
Mstep: Class 2 contains 41846 members 
Entering Unmasked Estep 
Score: -8585757.000000 Penalty: 3309.325684
	Iteration 53Q: 3 clusters Score -8585757 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25683 members 
Mstep: Class 2 contains 41828 members 
Entering Unmasked Estep 
Score: -8585746.000000 Penalty: 3309.325684
	Iteration 54Q: 3 clusters Score -8585746 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 41815 members 
Entering Unmasked Estep 
Score: -8585753.000000 Penalty: 3309.325684
	Iteration 55Q: 3 clusters Score -8585753 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25704 members 
Mstep: Class 2 contains 41807 members 
Entering Unmasked Estep 
Score: -8585746.000000 Penalty: 3309.325684
	Iteration 56Q: 3 clusters Score -8585746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25713 members 
Mstep: Class 2 contains 41798 members 
Entering Unmasked Estep 
Score: -8585753.000000 Penalty: 3309.325684
	Iteration 57Q: 3 clusters Score -8585753 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25724 members 
Mstep: Class 2 contains 41787 members 
Entering Unmasked Estep 
Score: -8585757.000000 Penalty: 3309.325684
	Iteration 58Q: 3 clusters Score -8585757 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25733 members 
Mstep: Class 2 contains 41778 members 
Entering Unmasked Estep 
Score: -8585758.000000 Penalty: 3309.325684
	Iteration 59Q: 3 clusters Score -8585758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25739 members 
Mstep: Class 2 contains 41772 members 
Entering Unmasked Estep 
Score: -8585753.000000 Penalty: 3309.325684
	Iteration 60F: 3 clusters Score -8585753 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25748 members 
Mstep: Class 2 contains 41763 members 
Entering Unmasked Estep 
Score: -8585759.000000 Penalty: 3309.325684
	Iteration 61Q: 3 clusters Score -8585759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25755 members 
Mstep: Class 2 contains 41756 members 
Entering Unmasked Estep 
Score: -8585756.000000 Penalty: 3309.325684
	Iteration 62Q: 3 clusters Score -8585756 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25768 members 
Mstep: Class 2 contains 41743 members 
Entering Unmasked Estep 
Score: -8585768.000000 Penalty: 3309.325684
	Iteration 63Q: 3 clusters Score -8585768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25780 members 
Mstep: Class 2 contains 41731 members 
Entering Unmasked Estep 
Score: -8585767.000000 Penalty: 3309.325684
	Iteration 64Q: 3 clusters Score -8585767 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25789 members 
Mstep: Class 2 contains 41722 members 
Entering Unmasked Estep 
Score: -8585760.000000 Penalty: 3309.325684
	Iteration 65Q: 3 clusters Score -8585760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25797 members 
Mstep: Class 2 contains 41714 members 
Entering Unmasked Estep 
Score: -8585772.000000 Penalty: 3309.325684
	Iteration 66Q: 3 clusters Score -8585772 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 41700 members 
Entering Unmasked Estep 
Score: -8585769.000000 Penalty: 3309.325684
	Iteration 67Q: 3 clusters Score -8585769 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25828 members 
Mstep: Class 2 contains 41683 members 
Entering Unmasked Estep 
Score: -8585754.000000 Penalty: 3309.325684
	Iteration 68Q: 3 clusters Score -8585754 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25837 members 
Mstep: Class 2 contains 41674 members 
Entering Unmasked Estep 
Score: -8585761.000000 Penalty: 3309.325684
	Iteration 69Q: 3 clusters Score -8585761 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25848 members 
Mstep: Class 2 contains 41663 members 
Entering Unmasked Estep 
Score: -8585760.000000 Penalty: 3309.325684
	Iteration 70Q: 3 clusters Score -8585760 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 41654 members 
Entering Unmasked Estep 
Score: -8585757.000000 Penalty: 3309.325684
	Iteration 71Q: 3 clusters Score -8585757 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25870 members 
Mstep: Class 2 contains 41641 members 
Entering Unmasked Estep 
Score: -8585751.000000 Penalty: 3309.325684
	Iteration 72Q: 3 clusters Score -8585751 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25878 members 
Mstep: Class 2 contains 41633 members 
Entering Unmasked Estep 
Score: -8585751.000000 Penalty: 3309.325684
	Iteration 73Q: 3 clusters Score -8585751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25884 members 
Mstep: Class 2 contains 41627 members 
Entering Unmasked Estep 
Score: -8585752.000000 Penalty: 3309.325684
	Iteration 74Q: 3 clusters Score -8585752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25885 members 
Mstep: Class 2 contains 41626 members 
Entering Unmasked Estep 
Score: -8585758.000000 Penalty: 3309.325684
	Iteration 75Q: 3 clusters Score -8585758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25887 members 
Mstep: Class 2 contains 41624 members 
Entering Unmasked Estep 
Score: -8585755.000000 Penalty: 3309.325684
	Iteration 76Q: 3 clusters Score -8585755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25890 members 
Mstep: Class 2 contains 41621 members 
Entering Unmasked Estep 
Score: -8585756.000000 Penalty: 3309.325684
	Iteration 77Q: 3 clusters Score -8585756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25892 members 
Mstep: Class 2 contains 41619 members 
Entering Unmasked Estep 
Score: -8585748.000000 Penalty: 3309.325684
	Iteration 78Q: 3 clusters Score -8585748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25897 members 
Mstep: Class 2 contains 41614 members 
Entering Unmasked Estep 
Score: -8585749.000000 Penalty: 3309.325684
	Iteration 79Q: 3 clusters Score -8585749 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25902 members 
Mstep: Class 2 contains 41609 members 
Entering Unmasked Estep 
Score: -8585749.000000 Penalty: 3309.325684
	Iteration 80F: 3 clusters Score -8585749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25906 members 
Mstep: Class 2 contains 41605 members 
Entering Unmasked Estep 
Score: -8585751.000000 Penalty: 3309.325684
	Iteration 81Q: 3 clusters Score -8585751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25909 members 
Mstep: Class 2 contains 41602 members 
Entering Unmasked Estep 
Score: -8585754.000000 Penalty: 3309.325684
	Iteration 82Q: 3 clusters Score -8585754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25916 members 
Mstep: Class 2 contains 41595 members 
Entering Unmasked Estep 
Score: -8585756.000000 Penalty: 3309.325684
	Iteration 83Q: 3 clusters Score -8585756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25919 members 
Mstep: Class 2 contains 41592 members 
Entering Unmasked Estep 
Score: -8585759.000000 Penalty: 3309.325684
	Iteration 84Q: 3 clusters Score -8585759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25924 members 
Mstep: Class 2 contains 41587 members 
Entering Unmasked Estep 
Score: -8585758.000000 Penalty: 3309.325684
	Iteration 85Q: 3 clusters Score -8585758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25930 members 
Mstep: Class 2 contains 41581 members 
Entering Unmasked Estep 
Score: -8585761.000000 Penalty: 3309.325684
	Iteration 86Q: 3 clusters Score -8585761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25932 members 
Mstep: Class 2 contains 41579 members 
Entering Unmasked Estep 
Score: -8585769.000000 Penalty: 3309.325684
	Iteration 87Q: 3 clusters Score -8585769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25933 members 
Mstep: Class 2 contains 41578 members 
Entering Unmasked Estep 
Score: -8585767.000000 Penalty: 3309.325684
	Iteration 88Q: 3 clusters Score -8585767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25933 members 
Mstep: Class 2 contains 41578 members 
Entering Unmasked Estep 
Score: -8585767.000000 Penalty: 3309.325684
	Iteration 89F: 3 clusters Score -8585767 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (7002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Entering Unmasked Estep 
Score: -871790.250000 Penalty: 1317.468018
	Iteration 0F: 2 clusters Score -871790.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -866857.562500 Penalty: 2634.936035
	Iteration 0F: 3 clusters Score -866857.6 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -868383.562500 Penalty: 2634.936035
	Iteration 1F: 3 clusters Score -868383.6 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -868619.000000 Penalty: 2634.936035
	Iteration 2F: 3 clusters Score -868619 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -868784.187500 Penalty: 2634.936035
	Iteration 3Q: 3 clusters Score -868784.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -868915.562500 Penalty: 2634.936035
	Iteration 4Q: 3 clusters Score -868915.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -869024.062500 Penalty: 2634.936035
	Iteration 5Q: 3 clusters Score -869024.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -869129.250000 Penalty: 2634.936035
	Iteration 6Q: 3 clusters Score -869129.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -869251.875000 Penalty: 2634.936035
	Iteration 7Q: 3 clusters Score -869251.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -869380.062500 Penalty: 2634.936035
	Iteration 8Q: 3 clusters Score -869380.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -869513.562500 Penalty: 2634.936035
	Iteration 9Q: 3 clusters Score -869513.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -869632.687500 Penalty: 2634.936035
	Iteration 10Q: 3 clusters Score -869632.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -869742.062500 Penalty: 2634.936035
	Iteration 11Q: 3 clusters Score -869742.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -869864.750000 Penalty: 2634.936035
	Iteration 12Q: 3 clusters Score -869864.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -869986.562500 Penalty: 2634.936035
	Iteration 13Q: 3 clusters Score -869986.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -870104.187500 Penalty: 2634.936035
	Iteration 14Q: 3 clusters Score -870104.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -870229.562500 Penalty: 2634.936035
	Iteration 15Q: 3 clusters Score -870229.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -870346.062500 Penalty: 2634.936035
	Iteration 16Q: 3 clusters Score -870346.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -870436.750000 Penalty: 2634.936035
	Iteration 17Q: 3 clusters Score -870436.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -870517.250000 Penalty: 2634.936035
	Iteration 18Q: 3 clusters Score -870517.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -870604.312500 Penalty: 2634.936035
	Iteration 19Q: 3 clusters Score -870604.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -870688.500000 Penalty: 2634.936035
	Iteration 20F: 3 clusters Score -870688.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -870752.875000 Penalty: 2634.936035
	Iteration 21Q: 3 clusters Score -870752.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -870805.812500 Penalty: 2634.936035
	Iteration 22Q: 3 clusters Score -870805.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -870842.250000 Penalty: 2634.936035
	Iteration 23Q: 3 clusters Score -870842.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -870872.687500 Penalty: 2634.936035
	Iteration 24Q: 3 clusters Score -870872.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -870905.125000 Penalty: 2634.936035
	Iteration 25Q: 3 clusters Score -870905.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -870927.375000 Penalty: 2634.936035
	Iteration 26Q: 3 clusters Score -870927.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -870949.062500 Penalty: 2634.936035
	Iteration 27Q: 3 clusters Score -870949.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -870969.562500 Penalty: 2634.936035
	Iteration 28Q: 3 clusters Score -870969.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -870986.000000 Penalty: 2634.936035
	Iteration 29Q: 3 clusters Score -870986 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -871002.937500 Penalty: 2634.936035
	Iteration 30Q: 3 clusters Score -871002.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -871016.687500 Penalty: 2634.936035
	Iteration 31Q: 3 clusters Score -871016.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -871031.937500 Penalty: 2634.936035
	Iteration 32Q: 3 clusters Score -871031.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -871048.750000 Penalty: 2634.936035
	Iteration 33Q: 3 clusters Score -871048.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -871061.562500 Penalty: 2634.936035
	Iteration 34Q: 3 clusters Score -871061.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -871065.875000 Penalty: 2634.936035
	Iteration 35Q: 3 clusters Score -871065.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -871072.312500 Penalty: 2634.936035
	Iteration 36Q: 3 clusters Score -871072.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -871078.937500 Penalty: 2634.936035
	Iteration 37Q: 3 clusters Score -871078.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -871080.437500 Penalty: 2634.936035
	Iteration 38Q: 3 clusters Score -871080.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -871080.875000 Penalty: 2634.936035
	Iteration 39Q: 3 clusters Score -871080.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -871083.625000 Penalty: 2634.936035
	Iteration 40F: 3 clusters Score -871083.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -871083.312500 Penalty: 2634.936035
	Iteration 41Q: 3 clusters Score -871083.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -871085.687500 Penalty: 2634.936035
	Iteration 42Q: 3 clusters Score -871085.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -871086.562500 Penalty: 2634.936035
	Iteration 43Q: 3 clusters Score -871086.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -871087.562500 Penalty: 2634.936035
	Iteration 44Q: 3 clusters Score -871087.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -871087.562500 Penalty: 2634.936035
	Iteration 45F: 3 clusters Score -871087.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Entering Unmasked Estep 
Score: -22497.755859 Penalty: 832.493042
	Iteration 0F: 2 clusters Score -22497.76 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 123 members 
Entering Unmasked Estep 
Score: -21847.367188 Penalty: 1664.986084
	Iteration 0F: 3 clusters Score -21847.37 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -22016.933594 Penalty: 1664.986084
	Iteration 1F: 3 clusters Score -22016.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -22078.806641 Penalty: 1664.986084
	Iteration 2F: 3 clusters Score -22078.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -22156.332031 Penalty: 1664.986084
	Iteration 3Q: 3 clusters Score -22156.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -22205.568359 Penalty: 1664.986084
	Iteration 4Q: 3 clusters Score -22205.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -22240.529297 Penalty: 1664.986084
	Iteration 5Q: 3 clusters Score -22240.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -22246.947266 Penalty: 1664.986084
	Iteration 6Q: 3 clusters Score -22246.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -22246.947266 Penalty: 1664.986084
	Iteration 7F: 3 clusters Score -22246.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 6918 members 
Mstep: Class 3 contains 29608 members 
Mstep: Class 4 contains 34652 members 
Mstep: Class 5 contains 45455 members 
Mstep: Class 6 contains 23996 members 
Mstep: Class 7 contains 17431 members 
Mstep: Class 8 contains 8919 members 
Mstep: Class 9 contains 68869 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1264 members 
Mstep: Class 12 contains 50400 members 
Mstep: Class 13 contains 34303 members 
Mstep: Class 14 contains 3256 members 
Mstep: Class 15 contains 5656 members 
Mstep: Class 16 contains 17429 members 
Mstep: Class 17 contains 10414 members 
Mstep: Class 18 contains 31138 members 
Mstep: Class 19 contains 11386 members 
Mstep: Class 20 contains 1833 members 
Mstep: Class 21 contains 1334 members 
Mstep: Class 22 contains 8755 members 
Mstep: Class 23 contains 255 members 
Mstep: Class 24 contains 10237 members 
Mstep: Class 25 contains 6125 members 
Mstep: Class 26 contains 41138 members 
Mstep: Class 27 contains 22442 members 
Mstep: Class 28 contains 5444 members 
Mstep: Class 29 contains 4548 members 
Mstep: Class 30 contains 655 members 
Mstep: Class 31 contains 10498 members 
Mstep: Class 32 contains 252 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 166 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 38 contains 67511 members 
Mstep: Class 39 contains 7002 members 
Mstep: Class 40 contains 269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80988496.000000 Penalty: 81814.242188
Iteration 239Q: 42 clusters Score -8.09885e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21694 members 
Mstep: Class 2 contains 6934 members 
Mstep: Class 3 contains 29570 members 
Mstep: Class 4 contains 34819 members 
Mstep: Class 5 contains 45644 members 
Mstep: Class 6 contains 24131 members 
Mstep: Class 7 contains 17443 members 
Mstep: Class 8 contains 8918 members 
Mstep: Class 9 contains 68944 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1264 members 
Mstep: Class 12 contains 50306 members 
Mstep: Class 13 contains 34326 members 
Mstep: Class 14 contains 3256 members 
Mstep: Class 15 contains 5655 members 
Mstep: Class 16 contains 17532 members 
Mstep: Class 17 contains 10413 members 
Mstep: Class 18 contains 31394 members 
Mstep: Class 19 contains 11764 members 
Mstep: Class 20 contains 1833 members 
Mstep: Class 21 contains 1338 members 
Mstep: Class 22 contains 8766 members 
Mstep: Class 23 contains 254 members 
Mstep: Class 24 contains 10309 members 
Mstep: Class 25 contains 6126 members 
Mstep: Class 26 contains 41138 members 
Mstep: Class 27 contains 22474 members 
Mstep: Class 28 contains 5444 members 
Mstep: Class 29 contains 4549 members 
Mstep: Class 30 contains 655 members 
Mstep: Class 31 contains 10575 members 
Mstep: Class 32 contains 257 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 162 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 51702 members 
Mstep: Class 38 contains 67388 members 
Mstep: Class 39 contains 7010 members 
Mstep: Class 40 contains 269 members 
Mstep: Class 41 contains 216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80988960.000000 Penalty: 81814.242188
Iteration 240F: 42 clusters Score -8.098896e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21695 members 
Mstep: Class 2 contains 6936 members 
Mstep: Class 3 contains 29538 members 
Mstep: Class 4 contains 34836 members 
Mstep: Class 5 contains 45863 members 
Mstep: Class 6 contains 24167 members 
Mstep: Class 7 contains 17437 members 
Mstep: Class 8 contains 8917 members 
Mstep: Class 9 contains 69020 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1266 members 
Mstep: Class 12 contains 50225 members 
Mstep: Class 13 contains 34330 members 
Mstep: Class 14 contains 3257 members 
Mstep: Class 15 contains 5658 members 
Mstep: Class 16 contains 17547 members 
Mstep: Class 17 contains 10411 members 
Mstep: Class 18 contains 31404 members 
Mstep: Class 19 contains 12013 members 
Mstep: Class 20 contains 1833 members 
Mstep: Class 21 contains 1340 members 
Mstep: Class 22 contains 8764 members 
Mstep: Class 23 contains 253 members 
Mstep: Class 24 contains 10250 members 
Mstep: Class 25 contains 6127 members 
Mstep: Class 26 contains 41145 members 
Mstep: Class 27 contains 22477 members 
Mstep: Class 28 contains 5443 members 
Mstep: Class 29 contains 4551 members 
Mstep: Class 30 contains 655 members 
Mstep: Class 31 contains 10601 members 
Mstep: Class 32 contains 260 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 160 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 51407 members 
Mstep: Class 38 contains 67188 members 
Mstep: Class 39 contains 7013 members 
Mstep: Class 40 contains 264 members 
Mstep: Class 41 contains 221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80989072.000000 Penalty: 81814.242188
Iteration 241Q: 42 clusters Score -8.098907e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 6938 members 
Mstep: Class 3 contains 29498 members 
Mstep: Class 4 contains 34843 members 
Mstep: Class 5 contains 46093 members 
Mstep: Class 6 contains 24181 members 
Mstep: Class 7 contains 17453 members 
Mstep: Class 8 contains 8916 members 
Mstep: Class 9 contains 69091 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1266 members 
Mstep: Class 12 contains 50149 members 
Mstep: Class 13 contains 34340 members 
Mstep: Class 14 contains 3258 members 
Mstep: Class 15 contains 5657 members 
Mstep: Class 16 contains 17557 members 
Mstep: Class 17 contains 10407 members 
Mstep: Class 18 contains 31388 members 
Mstep: Class 19 contains 12255 members 
Mstep: Class 20 contains 1833 members 
Mstep: Class 21 contains 1339 members 
Mstep: Class 22 contains 8768 members 
Mstep: Class 23 contains 253 members 
Mstep: Class 24 contains 10229 members 
Mstep: Class 25 contains 6128 members 
Mstep: Class 26 contains 41143 members 
Mstep: Class 27 contains 22476 members 
Mstep: Class 28 contains 5439 members 
Mstep: Class 29 contains 4554 members 
Mstep: Class 30 contains 655 members 
Mstep: Class 31 contains 10640 members 
Mstep: Class 32 contains 263 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 51137 members 
Mstep: Class 38 contains 66972 members 
Mstep: Class 39 contains 7019 members 
Mstep: Class 40 contains 261 members 
Mstep: Class 41 contains 224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80989328.000000 Penalty: 81814.242188
Iteration 242Q: 42 clusters Score -8.098933e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 6940 members 
Mstep: Class 3 contains 29462 members 
Mstep: Class 4 contains 34847 members 
Mstep: Class 5 contains 46349 members 
Mstep: Class 6 contains 24195 members 
Mstep: Class 7 contains 17475 members 
Mstep: Class 8 contains 8915 members 
Mstep: Class 9 contains 69164 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1266 members 
Mstep: Class 12 contains 50055 members 
Mstep: Class 13 contains 34353 members 
Mstep: Class 14 contains 3257 members 
Mstep: Class 15 contains 5655 members 
Mstep: Class 16 contains 17559 members 
Mstep: Class 17 contains 10406 members 
Mstep: Class 18 contains 31390 members 
Mstep: Class 19 contains 12453 members 
Mstep: Class 20 contains 1833 members 
Mstep: Class 21 contains 1341 members 
Mstep: Class 22 contains 8769 members 
Mstep: Class 23 contains 253 members 
Mstep: Class 24 contains 10221 members 
Mstep: Class 25 contains 6125 members 
Mstep: Class 26 contains 41138 members 
Mstep: Class 27 contains 22474 members 
Mstep: Class 28 contains 5433 members 
Mstep: Class 29 contains 4558 members 
Mstep: Class 30 contains 655 members 
Mstep: Class 31 contains 10668 members 
Mstep: Class 32 contains 268 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 156 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 50899 members 
Mstep: Class 38 contains 66739 members 
Mstep: Class 39 contains 7027 members 
Mstep: Class 40 contains 258 members 
Mstep: Class 41 contains 224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80989416.000000 Penalty: 81814.242188
Iteration 243Q: 42 clusters Score -8.098942e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 6940 members 
Mstep: Class 3 contains 29435 members 
Mstep: Class 4 contains 34852 members 
Mstep: Class 5 contains 46578 members 
Mstep: Class 6 contains 24200 members 
Mstep: Class 7 contains 17494 members 
Mstep: Class 8 contains 8915 members 
Mstep: Class 9 contains 69243 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1266 members 
Mstep: Class 12 contains 49958 members 
Mstep: Class 13 contains 34359 members 
Mstep: Class 14 contains 3260 members 
Mstep: Class 15 contains 5660 members 
Mstep: Class 16 contains 17569 members 
Mstep: Class 17 contains 10407 members 
Mstep: Class 18 contains 31365 members 
Mstep: Class 19 contains 12640 members 
Mstep: Class 20 contains 1835 members 
Mstep: Class 21 contains 1344 members 
Mstep: Class 22 contains 8770 members 
Mstep: Class 23 contains 253 members 
Mstep: Class 24 contains 10218 members 
Mstep: Class 25 contains 6123 members 
Mstep: Class 26 contains 41140 members 
Mstep: Class 27 contains 22472 members 
Mstep: Class 28 contains 5429 members 
Mstep: Class 29 contains 4558 members 
Mstep: Class 30 contains 655 members 
Mstep: Class 31 contains 10691 members 
Mstep: Class 32 contains 272 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 155 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 50707 members 
Mstep: Class 38 contains 66513 members 
Mstep: Class 39 contains 7026 members 
Mstep: Class 40 contains 257 members 
Mstep: Class 41 contains 222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80989664.000000 Penalty: 81814.242188
Iteration 244Q: 42 clusters Score -8.098966e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 6938 members 
Mstep: Class 3 contains 29415 members 
Mstep: Class 4 contains 34851 members 
Mstep: Class 5 contains 46783 members 
Mstep: Class 6 contains 24197 members 
Mstep: Class 7 contains 17521 members 
Mstep: Class 8 contains 8915 members 
Mstep: Class 9 contains 69339 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1266 members 
Mstep: Class 12 contains 49869 members 
Mstep: Class 13 contains 34363 members 
Mstep: Class 14 contains 3260 members 
Mstep: Class 15 contains 5660 members 
Mstep: Class 16 contains 17568 members 
Mstep: Class 17 contains 10402 members 
Mstep: Class 18 contains 31345 members 
Mstep: Class 19 contains 12807 members 
Mstep: Class 20 contains 1835 members 
Mstep: Class 21 contains 1348 members 
Mstep: Class 22 contains 8769 members 
Mstep: Class 23 contains 253 members 
Mstep: Class 24 contains 10213 members 
Mstep: Class 25 contains 6121 members 
Mstep: Class 26 contains 41140 members 
Mstep: Class 27 contains 22469 members 
Mstep: Class 28 contains 5428 members 
Mstep: Class 29 contains 4558 members 
Mstep: Class 30 contains 655 members 
Mstep: Class 31 contains 10723 members 
Mstep: Class 32 contains 273 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 154 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 50533 members 
Mstep: Class 38 contains 66310 members 
Mstep: Class 39 contains 7021 members 
Mstep: Class 40 contains 257 members 
Mstep: Class 41 contains 222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80989616.000000 Penalty: 81814.242188
Iteration 245Q: 42 clusters Score -8.098962e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 6939 members 
Mstep: Class 3 contains 29397 members 
Mstep: Class 4 contains 34851 members 
Mstep: Class 5 contains 46983 members 
Mstep: Class 6 contains 24202 members 
Mstep: Class 7 contains 17544 members 
Mstep: Class 8 contains 8914 members 
Mstep: Class 9 contains 69433 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1268 members 
Mstep: Class 12 contains 49770 members 
Mstep: Class 13 contains 34361 members 
Mstep: Class 14 contains 3260 members 
Mstep: Class 15 contains 5661 members 
Mstep: Class 16 contains 17566 members 
Mstep: Class 17 contains 10401 members 
Mstep: Class 18 contains 31332 members 
Mstep: Class 19 contains 12927 members 
Mstep: Class 20 contains 1835 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 8768 members 
Mstep: Class 23 contains 253 members 
Mstep: Class 24 contains 10215 members 
Mstep: Class 25 contains 6120 members 
Mstep: Class 26 contains 41145 members 
Mstep: Class 27 contains 22467 members 
Mstep: Class 28 contains 5425 members 
Mstep: Class 29 contains 4557 members 
Mstep: Class 30 contains 655 members 
Mstep: Class 31 contains 10756 members 
Mstep: Class 32 contains 276 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 152 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 50389 members 
Mstep: Class 38 contains 66115 members 
Mstep: Class 39 contains 7015 members 
Mstep: Class 40 contains 256 members 
Mstep: Class 41 contains 222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80989872.000000 Penalty: 81814.242188
Iteration 246Q: 42 clusters Score -8.098987e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 6939 members 
Mstep: Class 3 contains 29389 members 
Mstep: Class 4 contains 34857 members 
Mstep: Class 5 contains 47187 members 
Mstep: Class 6 contains 24202 members 
Mstep: Class 7 contains 17558 members 
Mstep: Class 8 contains 8912 members 
Mstep: Class 9 contains 69519 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 1268 members 
Mstep: Class 12 contains 49677 members 
Mstep: Class 13 contains 34364 members 
Mstep: Class 14 contains 3260 members 
Mstep: Class 15 contains 5665 members 
Mstep: Class 16 contains 17571 members 
Mstep: Class 17 contains 10400 members 
Mstep: Class 18 contains 31314 members 
Mstep: Class 19 contains 13018 members 
Mstep: Class 20 contains 1836 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 8767 members 
Mstep: Class 23 contains 253 members 
Mstep: Class 24 contains 10211 members 
Mstep: Class 25 contains 6121 members 
Mstep: Class 26 contains 41147 members 
Mstep: Class 27 contains 22469 members 
Mstep: Class 28 contains 5413 members 
Mstep: Class 29 contains 4559 members 
Mstep: Class 30 contains 654 members 
Mstep: Class 31 contains 10778 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 152 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 50287 members 
Mstep: Class 38 contains 65912 members 
Mstep: Class 39 contains 7016 members 
Mstep: Class 40 contains 253 members 
Mstep: Class 41 contains 224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80990056.000000 Penalty: 81814.242188
Iteration 247Q: 42 clusters Score -8.099006e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 6939 members 
Mstep: Class 3 contains 29370 members 
Mstep: Class 4 contains 34855 members 
Mstep: Class 5 contains 47381 members 
Mstep: Class 6 contains 24206 members 
Mstep: Class 7 contains 17569 members 
Mstep: Class 8 contains 8912 members 
Mstep: Class 9 contains 69599 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1268 members 
Mstep: Class 12 contains 49592 members 
Mstep: Class 13 contains 34365 members 
Mstep: Class 14 contains 3260 members 
Mstep: Class 15 contains 5666 members 
Mstep: Class 16 contains 17571 members 
Mstep: Class 17 contains 10398 members 
Mstep: Class 18 contains 31330 members 
Mstep: Class 19 contains 13086 members 
Mstep: Class 20 contains 1836 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 8766 members 
Mstep: Class 23 contains 253 members 
Mstep: Class 24 contains 10217 members 
Mstep: Class 25 contains 6117 members 
Mstep: Class 26 contains 41156 members 
Mstep: Class 27 contains 22470 members 
Mstep: Class 28 contains 5409 members 
Mstep: Class 29 contains 4560 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10790 members 
Mstep: Class 32 contains 278 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 155 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 50189 members 
Mstep: Class 38 contains 65722 members 
Mstep: Class 39 contains 7018 members 
Mstep: Class 40 contains 250 members 
Mstep: Class 41 contains 224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80990136.000000 Penalty: 81814.242188
Iteration 248Q: 42 clusters Score -8.099014e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 6938 members 
Mstep: Class 3 contains 29359 members 
Mstep: Class 4 contains 34856 members 
Mstep: Class 5 contains 47570 members 
Mstep: Class 6 contains 24213 members 
Mstep: Class 7 contains 17580 members 
Mstep: Class 8 contains 8913 members 
Mstep: Class 9 contains 69663 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1268 members 
Mstep: Class 12 contains 49524 members 
Mstep: Class 13 contains 34368 members 
Mstep: Class 14 contains 3259 members 
Mstep: Class 15 contains 5667 members 
Mstep: Class 16 contains 17569 members 
Mstep: Class 17 contains 10397 members 
Mstep: Class 18 contains 31338 members 
Mstep: Class 19 contains 13149 members 
Mstep: Class 20 contains 1836 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 8767 members 
Mstep: Class 23 contains 252 members 
Mstep: Class 24 contains 10221 members 
Mstep: Class 25 contains 6111 members 
Mstep: Class 26 contains 41161 members 
Mstep: Class 27 contains 22471 members 
Mstep: Class 28 contains 5404 members 
Mstep: Class 29 contains 4562 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10797 members 
Mstep: Class 32 contains 280 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 156 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 50104 members 
Mstep: Class 38 contains 65531 members 
Mstep: Class 39 contains 7021 members 
Mstep: Class 40 contains 247 members 
Mstep: Class 41 contains 225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80989920.000000 Penalty: 81814.242188
Iteration 249Q: 42 clusters Score -8.098992e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 6939 members 
Mstep: Class 3 contains 29330 members 
Mstep: Class 4 contains 34853 members 
Mstep: Class 5 contains 47744 members 
Mstep: Class 6 contains 24218 members 
Mstep: Class 7 contains 17592 members 
Mstep: Class 8 contains 8913 members 
Mstep: Class 9 contains 69732 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1268 members 
Mstep: Class 12 contains 49451 members 
Mstep: Class 13 contains 34371 members 
Mstep: Class 14 contains 3258 members 
Mstep: Class 15 contains 5669 members 
Mstep: Class 16 contains 17569 members 
Mstep: Class 17 contains 10395 members 
Mstep: Class 18 contains 31340 members 
Mstep: Class 19 contains 13208 members 
Mstep: Class 20 contains 1836 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 8766 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 10223 members 
Mstep: Class 25 contains 6111 members 
Mstep: Class 26 contains 41174 members 
Mstep: Class 27 contains 22473 members 
Mstep: Class 28 contains 5397 members 
Mstep: Class 29 contains 4562 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10807 members 
Mstep: Class 32 contains 282 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 50028 members 
Mstep: Class 38 contains 65361 members 
Mstep: Class 39 contains 7031 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80989968.000000 Penalty: 81814.242188
Iteration 250Q: 42 clusters Score -8.098997e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 6941 members 
Mstep: Class 3 contains 29299 members 
Mstep: Class 4 contains 34851 members 
Mstep: Class 5 contains 47906 members 
Mstep: Class 6 contains 24222 members 
Mstep: Class 7 contains 17602 members 
Mstep: Class 8 contains 8913 members 
Mstep: Class 9 contains 69818 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1268 members 
Mstep: Class 12 contains 49371 members 
Mstep: Class 13 contains 34380 members 
Mstep: Class 14 contains 3258 members 
Mstep: Class 15 contains 5669 members 
Mstep: Class 16 contains 17570 members 
Mstep: Class 17 contains 10394 members 
Mstep: Class 18 contains 31337 members 
Mstep: Class 19 contains 13270 members 
Mstep: Class 20 contains 1836 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 8766 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 10225 members 
Mstep: Class 25 contains 6111 members 
Mstep: Class 26 contains 41178 members 
Mstep: Class 27 contains 22472 members 
Mstep: Class 28 contains 5392 members 
Mstep: Class 29 contains 4562 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10809 members 
Mstep: Class 32 contains 282 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 49960 members 
Mstep: Class 38 contains 65205 members 
Mstep: Class 39 contains 7033 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80990152.000000 Penalty: 81814.242188
Iteration 251Q: 42 clusters Score -8.099015e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 6941 members 
Mstep: Class 3 contains 29263 members 
Mstep: Class 4 contains 34852 members 
Mstep: Class 5 contains 48051 members 
Mstep: Class 6 contains 24223 members 
Mstep: Class 7 contains 17617 members 
Mstep: Class 8 contains 8911 members 
Mstep: Class 9 contains 69907 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1268 members 
Mstep: Class 12 contains 49289 members 
Mstep: Class 13 contains 34382 members 
Mstep: Class 14 contains 3258 members 
Mstep: Class 15 contains 5666 members 
Mstep: Class 16 contains 17572 members 
Mstep: Class 17 contains 10394 members 
Mstep: Class 18 contains 31340 members 
Mstep: Class 19 contains 13322 members 
Mstep: Class 20 contains 1836 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 8766 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 10223 members 
Mstep: Class 25 contains 6108 members 
Mstep: Class 26 contains 41185 members 
Mstep: Class 27 contains 22472 members 
Mstep: Class 28 contains 5389 members 
Mstep: Class 29 contains 4562 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10813 members 
Mstep: Class 32 contains 283 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 49900 members 
Mstep: Class 38 contains 65075 members 
Mstep: Class 39 contains 7033 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80990152.000000 Penalty: 81814.242188
Iteration 252Q: 42 clusters Score -8.099015e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 6941 members 
Mstep: Class 3 contains 29246 members 
Mstep: Class 4 contains 34852 members 
Mstep: Class 5 contains 48205 members 
Mstep: Class 6 contains 24226 members 
Mstep: Class 7 contains 17634 members 
Mstep: Class 8 contains 8909 members 
Mstep: Class 9 contains 69988 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1268 members 
Mstep: Class 12 contains 49216 members 
Mstep: Class 13 contains 34385 members 
Mstep: Class 14 contains 3259 members 
Mstep: Class 15 contains 5665 members 
Mstep: Class 16 contains 17572 members 
Mstep: Class 17 contains 10396 members 
Mstep: Class 18 contains 31342 members 
Mstep: Class 19 contains 13371 members 
Mstep: Class 20 contains 1836 members 
Mstep: Class 21 contains 1351 members 
Mstep: Class 22 contains 8767 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 10220 members 
Mstep: Class 25 contains 6101 members 
Mstep: Class 26 contains 41194 members 
Mstep: Class 27 contains 22472 members 
Mstep: Class 28 contains 5384 members 
Mstep: Class 29 contains 4564 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10811 members 
Mstep: Class 32 contains 285 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 49846 members 
Mstep: Class 38 contains 64917 members 
Mstep: Class 39 contains 7031 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80990368.000000 Penalty: 81814.242188
Iteration 253Q: 42 clusters Score -8.099037e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 6941 members 
Mstep: Class 3 contains 29222 members 
Mstep: Class 4 contains 34849 members 
Mstep: Class 5 contains 48374 members 
Mstep: Class 6 contains 24225 members 
Mstep: Class 7 contains 17649 members 
Mstep: Class 8 contains 8906 members 
Mstep: Class 9 contains 70084 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1268 members 
Mstep: Class 12 contains 49140 members 
Mstep: Class 13 contains 34388 members 
Mstep: Class 14 contains 3259 members 
Mstep: Class 15 contains 5665 members 
Mstep: Class 16 contains 17578 members 
Mstep: Class 17 contains 10389 members 
Mstep: Class 18 contains 31354 members 
Mstep: Class 19 contains 13409 members 
Mstep: Class 20 contains 1837 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 8767 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 10217 members 
Mstep: Class 25 contains 6099 members 
Mstep: Class 26 contains 41197 members 
Mstep: Class 27 contains 22472 members 
Mstep: Class 28 contains 5382 members 
Mstep: Class 29 contains 4564 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10812 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 49805 members 
Mstep: Class 38 contains 64740 members 
Mstep: Class 39 contains 7027 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80990472.000000 Penalty: 81814.242188
Iteration 254Q: 42 clusters Score -8.099047e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 6941 members 
Mstep: Class 3 contains 29190 members 
Mstep: Class 4 contains 34848 members 
Mstep: Class 5 contains 48549 members 
Mstep: Class 6 contains 24226 members 
Mstep: Class 7 contains 17671 members 
Mstep: Class 8 contains 8906 members 
Mstep: Class 9 contains 70181 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1268 members 
Mstep: Class 12 contains 49046 members 
Mstep: Class 13 contains 34389 members 
Mstep: Class 14 contains 3258 members 
Mstep: Class 15 contains 5666 members 
Mstep: Class 16 contains 17581 members 
Mstep: Class 17 contains 10387 members 
Mstep: Class 18 contains 31366 members 
Mstep: Class 19 contains 13447 members 
Mstep: Class 20 contains 1838 members 
Mstep: Class 21 contains 1349 members 
Mstep: Class 22 contains 8767 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 10215 members 
Mstep: Class 25 contains 6099 members 
Mstep: Class 26 contains 41202 members 
Mstep: Class 27 contains 22472 members 
Mstep: Class 28 contains 5377 members 
Mstep: Class 29 contains 4564 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10811 members 
Mstep: Class 32 contains 283 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 49763 members 
Mstep: Class 38 contains 64570 members 
Mstep: Class 39 contains 7023 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80990464.000000 Penalty: 81814.242188
Iteration 255Q: 42 clusters Score -8.099046e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 6940 members 
Mstep: Class 3 contains 29167 members 
Mstep: Class 4 contains 34851 members 
Mstep: Class 5 contains 48706 members 
Mstep: Class 6 contains 24227 members 
Mstep: Class 7 contains 17686 members 
Mstep: Class 8 contains 8904 members 
Mstep: Class 9 contains 70282 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1268 members 
Mstep: Class 12 contains 48960 members 
Mstep: Class 13 contains 34391 members 
Mstep: Class 14 contains 3258 members 
Mstep: Class 15 contains 5671 members 
Mstep: Class 16 contains 17584 members 
Mstep: Class 17 contains 10384 members 
Mstep: Class 18 contains 31364 members 
Mstep: Class 19 contains 13476 members 
Mstep: Class 20 contains 1838 members 
Mstep: Class 21 contains 1349 members 
Mstep: Class 22 contains 8769 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 10221 members 
Mstep: Class 25 contains 6100 members 
Mstep: Class 26 contains 41206 members 
Mstep: Class 27 contains 22472 members 
Mstep: Class 28 contains 5369 members 
Mstep: Class 29 contains 4564 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10810 members 
Mstep: Class 32 contains 283 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 49730 members 
Mstep: Class 38 contains 64402 members 
Mstep: Class 39 contains 7021 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80990448.000000 Penalty: 81814.242188
Iteration 256Q: 42 clusters Score -8.099045e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 6940 members 
Mstep: Class 3 contains 29143 members 
Mstep: Class 4 contains 34852 members 
Mstep: Class 5 contains 48870 members 
Mstep: Class 6 contains 24228 members 
Mstep: Class 7 contains 17687 members 
Mstep: Class 8 contains 8904 members 
Mstep: Class 9 contains 70391 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1268 members 
Mstep: Class 12 contains 48872 members 
Mstep: Class 13 contains 34397 members 
Mstep: Class 14 contains 3259 members 
Mstep: Class 15 contains 5672 members 
Mstep: Class 16 contains 17584 members 
Mstep: Class 17 contains 10383 members 
Mstep: Class 18 contains 31368 members 
Mstep: Class 19 contains 13488 members 
Mstep: Class 20 contains 1838 members 
Mstep: Class 21 contains 1349 members 
Mstep: Class 22 contains 8770 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 10224 members 
Mstep: Class 25 contains 6100 members 
Mstep: Class 26 contains 41218 members 
Mstep: Class 27 contains 22472 members 
Mstep: Class 28 contains 5362 members 
Mstep: Class 29 contains 4564 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10809 members 
Mstep: Class 32 contains 283 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 49718 members 
Mstep: Class 38 contains 64218 members 
Mstep: Class 39 contains 7021 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80990392.000000 Penalty: 81814.242188
Iteration 257Q: 42 clusters Score -8.099039e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 6940 members 
Mstep: Class 3 contains 29115 members 
Mstep: Class 4 contains 34851 members 
Mstep: Class 5 contains 48992 members 
Mstep: Class 6 contains 24226 members 
Mstep: Class 7 contains 17697 members 
Mstep: Class 8 contains 8900 members 
Mstep: Class 9 contains 70500 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1268 members 
Mstep: Class 12 contains 48799 members 
Mstep: Class 13 contains 34406 members 
Mstep: Class 14 contains 3259 members 
Mstep: Class 15 contains 5674 members 
Mstep: Class 16 contains 17586 members 
Mstep: Class 17 contains 10380 members 
Mstep: Class 18 contains 31371 members 
Mstep: Class 19 contains 13508 members 
Mstep: Class 20 contains 1838 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 8769 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 10227 members 
Mstep: Class 25 contains 6102 members 
Mstep: Class 26 contains 41227 members 
Mstep: Class 27 contains 22472 members 
Mstep: Class 28 contains 5355 members 
Mstep: Class 29 contains 4564 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10810 members 
Mstep: Class 32 contains 283 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 49696 members 
Mstep: Class 38 contains 64068 members 
Mstep: Class 39 contains 7019 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80990200.000000 Penalty: 81814.242188
Iteration 258Q: 42 clusters Score -8.09902e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 6940 members 
Mstep: Class 3 contains 29087 members 
Mstep: Class 4 contains 34853 members 
Mstep: Class 5 contains 49089 members 
Mstep: Class 6 contains 24221 members 
Mstep: Class 7 contains 17712 members 
Mstep: Class 8 contains 8901 members 
Mstep: Class 9 contains 70597 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1268 members 
Mstep: Class 12 contains 48732 members 
Mstep: Class 13 contains 34414 members 
Mstep: Class 14 contains 3259 members 
Mstep: Class 15 contains 5676 members 
Mstep: Class 16 contains 17586 members 
Mstep: Class 17 contains 10382 members 
Mstep: Class 18 contains 31370 members 
Mstep: Class 19 contains 13527 members 
Mstep: Class 20 contains 1838 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 8767 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 10230 members 
Mstep: Class 25 contains 6102 members 
Mstep: Class 26 contains 41227 members 
Mstep: Class 27 contains 22472 members 
Mstep: Class 28 contains 5351 members 
Mstep: Class 29 contains 4564 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10809 members 
Mstep: Class 32 contains 283 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 49678 members 
Mstep: Class 38 contains 63945 members 
Mstep: Class 39 contains 7022 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80990168.000000 Penalty: 81814.242188
Iteration 259Q: 42 clusters Score -8.099017e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 6940 members 
Mstep: Class 3 contains 29067 members 
Mstep: Class 4 contains 34855 members 
Mstep: Class 5 contains 49188 members 
Mstep: Class 6 contains 24220 members 
Mstep: Class 7 contains 17725 members 
Mstep: Class 8 contains 8901 members 
Mstep: Class 9 contains 70671 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1269 members 
Mstep: Class 12 contains 48675 members 
Mstep: Class 13 contains 34421 members 
Mstep: Class 14 contains 3259 members 
Mstep: Class 15 contains 5678 members 
Mstep: Class 16 contains 17587 members 
Mstep: Class 17 contains 10384 members 
Mstep: Class 18 contains 31365 members 
Mstep: Class 19 contains 13544 members 
Mstep: Class 20 contains 1838 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 8767 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 10233 members 
Mstep: Class 25 contains 6102 members 
Mstep: Class 26 contains 41227 members 
Mstep: Class 27 contains 22471 members 
Mstep: Class 28 contains 5347 members 
Mstep: Class 29 contains 4564 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10808 members 
Mstep: Class 32 contains 283 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 49661 members 
Mstep: Class 38 contains 63825 members 
Mstep: Class 39 contains 7027 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80990056.000000 Penalty: 81814.242188
Iteration 260F: 42 clusters Score -8.099006e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 6940 members 
Mstep: Class 3 contains 29046 members 
Mstep: Class 4 contains 34859 members 
Mstep: Class 5 contains 49284 members 
Mstep: Class 6 contains 24221 members 
Mstep: Class 7 contains 17735 members 
Mstep: Class 8 contains 8901 members 
Mstep: Class 9 contains 70756 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1269 members 
Mstep: Class 12 contains 48607 members 
Mstep: Class 13 contains 34429 members 
Mstep: Class 14 contains 3259 members 
Mstep: Class 15 contains 5678 members 
Mstep: Class 16 contains 17588 members 
Mstep: Class 17 contains 10387 members 
Mstep: Class 18 contains 31359 members 
Mstep: Class 19 contains 13558 members 
Mstep: Class 20 contains 1838 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 8767 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 10237 members 
Mstep: Class 25 contains 6103 members 
Mstep: Class 26 contains 41233 members 
Mstep: Class 27 contains 22471 members 
Mstep: Class 28 contains 5341 members 
Mstep: Class 29 contains 4564 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10810 members 
Mstep: Class 32 contains 285 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 49642 members 
Mstep: Class 38 contains 63710 members 
Mstep: Class 39 contains 7026 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80990032.000000 Penalty: 81814.242188
Iteration 261Q: 42 clusters Score -8.099003e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 6940 members 
Mstep: Class 3 contains 29021 members 
Mstep: Class 4 contains 34861 members 
Mstep: Class 5 contains 49379 members 
Mstep: Class 6 contains 24220 members 
Mstep: Class 7 contains 17740 members 
Mstep: Class 8 contains 8902 members 
Mstep: Class 9 contains 70848 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1269 members 
Mstep: Class 12 contains 48548 members 
Mstep: Class 13 contains 34436 members 
Mstep: Class 14 contains 3259 members 
Mstep: Class 15 contains 5678 members 
Mstep: Class 16 contains 17587 members 
Mstep: Class 17 contains 10390 members 
Mstep: Class 18 contains 31357 members 
Mstep: Class 19 contains 13572 members 
Mstep: Class 20 contains 1838 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 8768 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 10238 members 
Mstep: Class 25 contains 6103 members 
Mstep: Class 26 contains 41243 members 
Mstep: Class 27 contains 22472 members 
Mstep: Class 28 contains 5338 members 
Mstep: Class 29 contains 4564 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10810 members 
Mstep: Class 32 contains 286 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 49626 members 
Mstep: Class 38 contains 63582 members 
Mstep: Class 39 contains 7029 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80990008.000000 Penalty: 81814.242188
Iteration 262Q: 42 clusters Score -8.099001e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 6941 members 
Mstep: Class 3 contains 28993 members 
Mstep: Class 4 contains 34861 members 
Mstep: Class 5 contains 49468 members 
Mstep: Class 6 contains 24222 members 
Mstep: Class 7 contains 17753 members 
Mstep: Class 8 contains 8903 members 
Mstep: Class 9 contains 70932 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1269 members 
Mstep: Class 12 contains 48476 members 
Mstep: Class 13 contains 34438 members 
Mstep: Class 14 contains 3259 members 
Mstep: Class 15 contains 5678 members 
Mstep: Class 16 contains 17587 members 
Mstep: Class 17 contains 10393 members 
Mstep: Class 18 contains 31362 members 
Mstep: Class 19 contains 13581 members 
Mstep: Class 20 contains 1838 members 
Mstep: Class 21 contains 1349 members 
Mstep: Class 22 contains 8769 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 10239 members 
Mstep: Class 25 contains 6103 members 
Mstep: Class 26 contains 41243 members 
Mstep: Class 27 contains 22472 members 
Mstep: Class 28 contains 5335 members 
Mstep: Class 29 contains 4565 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10810 members 
Mstep: Class 32 contains 286 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 49616 members 
Mstep: Class 38 contains 63479 members 
Mstep: Class 39 contains 7034 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80990080.000000 Penalty: 81814.242188
Iteration 263Q: 42 clusters Score -8.099008e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 6941 members 
Mstep: Class 3 contains 28973 members 
Mstep: Class 4 contains 34864 members 
Mstep: Class 5 contains 49554 members 
Mstep: Class 6 contains 24222 members 
Mstep: Class 7 contains 17764 members 
Mstep: Class 8 contains 8904 members 
Mstep: Class 9 contains 71014 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1269 members 
Mstep: Class 12 contains 48417 members 
Mstep: Class 13 contains 34447 members 
Mstep: Class 14 contains 3259 members 
Mstep: Class 15 contains 5679 members 
Mstep: Class 16 contains 17586 members 
Mstep: Class 17 contains 10392 members 
Mstep: Class 18 contains 31360 members 
Mstep: Class 19 contains 13585 members 
Mstep: Class 20 contains 1838 members 
Mstep: Class 21 contains 1349 members 
Mstep: Class 22 contains 8769 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 10242 members 
Mstep: Class 25 contains 6104 members 
Mstep: Class 26 contains 41247 members 
Mstep: Class 27 contains 22472 members 
Mstep: Class 28 contains 5332 members 
Mstep: Class 29 contains 4565 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10811 members 
Mstep: Class 32 contains 285 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 49609 members 
Mstep: Class 38 contains 63368 members 
Mstep: Class 39 contains 7031 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80990176.000000 Penalty: 81814.242188
Iteration 264Q: 42 clusters Score -8.099018e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 6941 members 
Mstep: Class 3 contains 28953 members 
Mstep: Class 4 contains 34864 members 
Mstep: Class 5 contains 49613 members 
Mstep: Class 6 contains 24222 members 
Mstep: Class 7 contains 17767 members 
Mstep: Class 8 contains 8904 members 
Mstep: Class 9 contains 71075 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1269 members 
Mstep: Class 12 contains 48396 members 
Mstep: Class 13 contains 34452 members 
Mstep: Class 14 contains 3259 members 
Mstep: Class 15 contains 5678 members 
Mstep: Class 16 contains 17587 members 
Mstep: Class 17 contains 10391 members 
Mstep: Class 18 contains 31364 members 
Mstep: Class 19 contains 13589 members 
Mstep: Class 20 contains 1838 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 8769 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 10243 members 
Mstep: Class 25 contains 6104 members 
Mstep: Class 26 contains 41256 members 
Mstep: Class 27 contains 22472 members 
Mstep: Class 28 contains 5331 members 
Mstep: Class 29 contains 4565 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10811 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 49605 members 
Mstep: Class 38 contains 63270 members 
Mstep: Class 39 contains 7030 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80990264.000000 Penalty: 81814.242188
Iteration 265Q: 42 clusters Score -8.099026e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 6941 members 
Mstep: Class 3 contains 28931 members 
Mstep: Class 4 contains 34865 members 
Mstep: Class 5 contains 49655 members 
Mstep: Class 6 contains 24222 members 
Mstep: Class 7 contains 17771 members 
Mstep: Class 8 contains 8904 members 
Mstep: Class 9 contains 71144 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1269 members 
Mstep: Class 12 contains 48367 members 
Mstep: Class 13 contains 34455 members 
Mstep: Class 14 contains 3259 members 
Mstep: Class 15 contains 5676 members 
Mstep: Class 16 contains 17590 members 
Mstep: Class 17 contains 10389 members 
Mstep: Class 18 contains 31364 members 
Mstep: Class 19 contains 13594 members 
Mstep: Class 20 contains 1838 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 8769 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 10244 members 
Mstep: Class 25 contains 6105 members 
Mstep: Class 26 contains 41251 members 
Mstep: Class 27 contains 22472 members 
Mstep: Class 28 contains 5328 members 
Mstep: Class 29 contains 4566 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10812 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 49604 members 
Mstep: Class 38 contains 63199 members 
Mstep: Class 39 contains 7035 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80990352.000000 Penalty: 81814.242188
Iteration 266Q: 42 clusters Score -8.099035e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 6941 members 
Mstep: Class 3 contains 28899 members 
Mstep: Class 4 contains 34863 members 
Mstep: Class 5 contains 49698 members 
Mstep: Class 6 contains 24223 members 
Mstep: Class 7 contains 17785 members 
Mstep: Class 8 contains 8904 members 
Mstep: Class 9 contains 71228 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1269 members 
Mstep: Class 12 contains 48321 members 
Mstep: Class 13 contains 34454 members 
Mstep: Class 14 contains 3259 members 
Mstep: Class 15 contains 5675 members 
Mstep: Class 16 contains 17595 members 
Mstep: Class 17 contains 10388 members 
Mstep: Class 18 contains 31361 members 
Mstep: Class 19 contains 13598 members 
Mstep: Class 20 contains 1838 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 8769 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 10242 members 
Mstep: Class 25 contains 6106 members 
Mstep: Class 26 contains 41252 members 
Mstep: Class 27 contains 22472 members 
Mstep: Class 28 contains 5327 members 
Mstep: Class 29 contains 4567 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10813 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 49602 members 
Mstep: Class 38 contains 63135 members 
Mstep: Class 39 contains 7034 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80990376.000000 Penalty: 81814.242188
Iteration 267Q: 42 clusters Score -8.099038e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 6941 members 
Mstep: Class 3 contains 28872 members 
Mstep: Class 4 contains 34863 members 
Mstep: Class 5 contains 49748 members 
Mstep: Class 6 contains 24220 members 
Mstep: Class 7 contains 17797 members 
Mstep: Class 8 contains 8904 members 
Mstep: Class 9 contains 71324 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1269 members 
Mstep: Class 12 contains 48264 members 
Mstep: Class 13 contains 34452 members 
Mstep: Class 14 contains 3259 members 
Mstep: Class 15 contains 5676 members 
Mstep: Class 16 contains 17598 members 
Mstep: Class 17 contains 10390 members 
Mstep: Class 18 contains 31361 members 
Mstep: Class 19 contains 13599 members 
Mstep: Class 20 contains 1838 members 
Mstep: Class 21 contains 1351 members 
Mstep: Class 22 contains 8768 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 10247 members 
Mstep: Class 25 contains 6103 members 
Mstep: Class 26 contains 41249 members 
Mstep: Class 27 contains 22473 members 
Mstep: Class 28 contains 5324 members 
Mstep: Class 29 contains 4567 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10812 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 49597 members 
Mstep: Class 38 contains 63078 members 
Mstep: Class 39 contains 7024 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80990400.000000 Penalty: 81814.242188
Iteration 268Q: 42 clusters Score -8.09904e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 6942 members 
Mstep: Class 3 contains 28856 members 
Mstep: Class 4 contains 34862 members 
Mstep: Class 5 contains 49790 members 
Mstep: Class 6 contains 24220 members 
Mstep: Class 7 contains 17809 members 
Mstep: Class 8 contains 8904 members 
Mstep: Class 9 contains 71418 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1269 members 
Mstep: Class 12 contains 48216 members 
Mstep: Class 13 contains 34451 members 
Mstep: Class 14 contains 3259 members 
Mstep: Class 15 contains 5676 members 
Mstep: Class 16 contains 17599 members 
Mstep: Class 17 contains 10387 members 
Mstep: Class 18 contains 31364 members 
Mstep: Class 19 contains 13599 members 
Mstep: Class 20 contains 1838 members 
Mstep: Class 21 contains 1351 members 
Mstep: Class 22 contains 8768 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 10249 members 
Mstep: Class 25 contains 6101 members 
Mstep: Class 26 contains 41246 members 
Mstep: Class 27 contains 22474 members 
Mstep: Class 28 contains 5324 members 
Mstep: Class 29 contains 4567 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10813 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 49596 members 
Mstep: Class 38 contains 63006 members 
Mstep: Class 39 contains 7014 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80990336.000000 Penalty: 81814.242188
Iteration 269Q: 42 clusters Score -8.099034e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 6942 members 
Mstep: Class 3 contains 28834 members 
Mstep: Class 4 contains 34863 members 
Mstep: Class 5 contains 49824 members 
Mstep: Class 6 contains 24220 members 
Mstep: Class 7 contains 17824 members 
Mstep: Class 8 contains 8904 members 
Mstep: Class 9 contains 71497 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1269 members 
Mstep: Class 12 contains 48189 members 
Mstep: Class 13 contains 34445 members 
Mstep: Class 14 contains 3259 members 
Mstep: Class 15 contains 5676 members 
Mstep: Class 16 contains 17603 members 
Mstep: Class 17 contains 10387 members 
Mstep: Class 18 contains 31369 members 
Mstep: Class 19 contains 13599 members 
Mstep: Class 20 contains 1838 members 
Mstep: Class 21 contains 1351 members 
Mstep: Class 22 contains 8769 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 10252 members 
Mstep: Class 25 contains 6097 members 
Mstep: Class 26 contains 41248 members 
Mstep: Class 27 contains 22474 members 
Mstep: Class 28 contains 5321 members 
Mstep: Class 29 contains 4567 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10814 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 49593 members 
Mstep: Class 38 contains 62933 members 
Mstep: Class 39 contains 7007 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80990384.000000 Penalty: 81814.242188
Iteration 270Q: 42 clusters Score -8.099038e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 6942 members 
Mstep: Class 3 contains 28807 members 
Mstep: Class 4 contains 34863 members 
Mstep: Class 5 contains 49875 members 
Mstep: Class 6 contains 24219 members 
Mstep: Class 7 contains 17830 members 
Mstep: Class 8 contains 8904 members 
Mstep: Class 9 contains 71578 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1269 members 
Mstep: Class 12 contains 48154 members 
Mstep: Class 13 contains 34446 members 
Mstep: Class 14 contains 3259 members 
Mstep: Class 15 contains 5675 members 
Mstep: Class 16 contains 17610 members 
Mstep: Class 17 contains 10387 members 
Mstep: Class 18 contains 31370 members 
Mstep: Class 19 contains 13599 members 
Mstep: Class 20 contains 1838 members 
Mstep: Class 21 contains 1352 members 
Mstep: Class 22 contains 8769 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 10255 members 
Mstep: Class 25 contains 6096 members 
Mstep: Class 26 contains 41251 members 
Mstep: Class 27 contains 22474 members 
Mstep: Class 28 contains 5318 members 
Mstep: Class 29 contains 4568 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10814 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 49590 members 
Mstep: Class 38 contains 62855 members 
Mstep: Class 39 contains 7001 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80990512.000000 Penalty: 81814.242188
Iteration 271Q: 42 clusters Score -8.099051e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 6942 members 
Mstep: Class 3 contains 28785 members 
Mstep: Class 4 contains 34865 members 
Mstep: Class 5 contains 49941 members 
Mstep: Class 6 contains 24215 members 
Mstep: Class 7 contains 17836 members 
Mstep: Class 8 contains 8904 members 
Mstep: Class 9 contains 71632 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1269 members 
Mstep: Class 12 contains 48139 members 
Mstep: Class 13 contains 34445 members 
Mstep: Class 14 contains 3259 members 
Mstep: Class 15 contains 5674 members 
Mstep: Class 16 contains 17616 members 
Mstep: Class 17 contains 10385 members 
Mstep: Class 18 contains 31371 members 
Mstep: Class 19 contains 13600 members 
Mstep: Class 20 contains 1837 members 
Mstep: Class 21 contains 1350 members 
Mstep: Class 22 contains 8769 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 10261 members 
Mstep: Class 25 contains 6092 members 
Mstep: Class 26 contains 41252 members 
Mstep: Class 27 contains 22474 members 
Mstep: Class 28 contains 5318 members 
Mstep: Class 29 contains 4568 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10814 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 49585 members 
Mstep: Class 38 contains 62770 members 
Mstep: Class 39 contains 7000 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80990688.000000 Penalty: 81814.242188
Iteration 272Q: 42 clusters Score -8.099069e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 6942 members 
Mstep: Class 3 contains 28770 members 
Mstep: Class 4 contains 34864 members 
Mstep: Class 5 contains 49979 members 
Mstep: Class 6 contains 24212 members 
Mstep: Class 7 contains 17842 members 
Mstep: Class 8 contains 8903 members 
Mstep: Class 9 contains 71693 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1269 members 
Mstep: Class 12 contains 48124 members 
Mstep: Class 13 contains 34449 members 
Mstep: Class 14 contains 3259 members 
Mstep: Class 15 contains 5674 members 
Mstep: Class 16 contains 17617 members 
Mstep: Class 17 contains 10384 members 
Mstep: Class 18 contains 31379 members 
Mstep: Class 19 contains 13603 members 
Mstep: Class 20 contains 1837 members 
Mstep: Class 21 contains 1349 members 
Mstep: Class 22 contains 8768 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 10266 members 
Mstep: Class 25 contains 6092 members 
Mstep: Class 26 contains 41250 members 
Mstep: Class 27 contains 22474 members 
Mstep: Class 28 contains 5315 members 
Mstep: Class 29 contains 4568 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10814 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 49578 members 
Mstep: Class 38 contains 62697 members 
Mstep: Class 39 contains 6997 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80990632.000000 Penalty: 81814.242188
Iteration 273Q: 42 clusters Score -8.099063e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 6942 members 
Mstep: Class 3 contains 28758 members 
Mstep: Class 4 contains 34864 members 
Mstep: Class 5 contains 50018 members 
Mstep: Class 6 contains 24211 members 
Mstep: Class 7 contains 17848 members 
Mstep: Class 8 contains 8903 members 
Mstep: Class 9 contains 71749 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1269 members 
Mstep: Class 12 contains 48106 members 
Mstep: Class 13 contains 34456 members 
Mstep: Class 14 contains 3259 members 
Mstep: Class 15 contains 5674 members 
Mstep: Class 16 contains 17616 members 
Mstep: Class 17 contains 10385 members 
Mstep: Class 18 contains 31378 members 
Mstep: Class 19 contains 13606 members 
Mstep: Class 20 contains 1837 members 
Mstep: Class 21 contains 1349 members 
Mstep: Class 22 contains 8768 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 10265 members 
Mstep: Class 25 contains 6092 members 
Mstep: Class 26 contains 41252 members 
Mstep: Class 27 contains 22474 members 
Mstep: Class 28 contains 5310 members 
Mstep: Class 29 contains 4568 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10814 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 400 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 49574 members 
Mstep: Class 38 contains 62629 members 
Mstep: Class 39 contains 6994 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80990488.000000 Penalty: 81814.242188
Iteration 274Q: 42 clusters Score -8.099049e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 6942 members 
Mstep: Class 3 contains 28752 members 
Mstep: Class 4 contains 34863 members 
Mstep: Class 5 contains 50066 members 
Mstep: Class 6 contains 24211 members 
Mstep: Class 7 contains 17854 members 
Mstep: Class 8 contains 8903 members 
Mstep: Class 9 contains 71806 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1269 members 
Mstep: Class 12 contains 48080 members 
Mstep: Class 13 contains 34461 members 
Mstep: Class 14 contains 3259 members 
Mstep: Class 15 contains 5673 members 
Mstep: Class 16 contains 17618 members 
Mstep: Class 17 contains 10385 members 
Mstep: Class 18 contains 31377 members 
Mstep: Class 19 contains 13609 members 
Mstep: Class 20 contains 1837 members 
Mstep: Class 21 contains 1351 members 
Mstep: Class 22 contains 8768 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 10265 members 
Mstep: Class 25 contains 6093 members 
Mstep: Class 26 contains 41249 members 
Mstep: Class 27 contains 22473 members 
Mstep: Class 28 contains 5307 members 
Mstep: Class 29 contains 4568 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10814 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 49567 members 
Mstep: Class 38 contains 62550 members 
Mstep: Class 39 contains 6997 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80990688.000000 Penalty: 81814.242188
Iteration 275Q: 42 clusters Score -8.099069e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 6942 members 
Mstep: Class 3 contains 28743 members 
Mstep: Class 4 contains 34863 members 
Mstep: Class 5 contains 50123 members 
Mstep: Class 6 contains 24211 members 
Mstep: Class 7 contains 17860 members 
Mstep: Class 8 contains 8903 members 
Mstep: Class 9 contains 71870 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1269 members 
Mstep: Class 12 contains 48045 members 
Mstep: Class 13 contains 34465 members 
Mstep: Class 14 contains 3258 members 
Mstep: Class 15 contains 5673 members 
Mstep: Class 16 contains 17622 members 
Mstep: Class 17 contains 10385 members 
Mstep: Class 18 contains 31381 members 
Mstep: Class 19 contains 13610 members 
Mstep: Class 20 contains 1837 members 
Mstep: Class 21 contains 1354 members 
Mstep: Class 22 contains 8769 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 10267 members 
Mstep: Class 25 contains 6090 members 
Mstep: Class 26 contains 41246 members 
Mstep: Class 27 contains 22473 members 
Mstep: Class 28 contains 5306 members 
Mstep: Class 29 contains 4568 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10814 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 49559 members 
Mstep: Class 38 contains 62458 members 
Mstep: Class 39 contains 7004 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80990488.000000 Penalty: 81814.242188
Iteration 276Q: 42 clusters Score -8.099049e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 6942 members 
Mstep: Class 3 contains 28736 members 
Mstep: Class 4 contains 34864 members 
Mstep: Class 5 contains 50188 members 
Mstep: Class 6 contains 24208 members 
Mstep: Class 7 contains 17866 members 
Mstep: Class 8 contains 8901 members 
Mstep: Class 9 contains 71932 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1269 members 
Mstep: Class 12 contains 48001 members 
Mstep: Class 13 contains 34471 members 
Mstep: Class 14 contains 3258 members 
Mstep: Class 15 contains 5673 members 
Mstep: Class 16 contains 17623 members 
Mstep: Class 17 contains 10385 members 
Mstep: Class 18 contains 31382 members 
Mstep: Class 19 contains 13611 members 
Mstep: Class 20 contains 1837 members 
Mstep: Class 21 contains 1352 members 
Mstep: Class 22 contains 8770 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 10270 members 
Mstep: Class 25 contains 6090 members 
Mstep: Class 26 contains 41247 members 
Mstep: Class 27 contains 22472 members 
Mstep: Class 28 contains 5305 members 
Mstep: Class 29 contains 4568 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10814 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 49557 members 
Mstep: Class 38 contains 62362 members 
Mstep: Class 39 contains 7014 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80990496.000000 Penalty: 81814.242188
Iteration 277Q: 42 clusters Score -8.09905e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 6942 members 
Mstep: Class 3 contains 28731 members 
Mstep: Class 4 contains 34863 members 
Mstep: Class 5 contains 50239 members 
Mstep: Class 6 contains 24208 members 
Mstep: Class 7 contains 17871 members 
Mstep: Class 8 contains 8900 members 
Mstep: Class 9 contains 72006 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1269 members 
Mstep: Class 12 contains 47951 members 
Mstep: Class 13 contains 34474 members 
Mstep: Class 14 contains 3257 members 
Mstep: Class 15 contains 5673 members 
Mstep: Class 16 contains 17623 members 
Mstep: Class 17 contains 10385 members 
Mstep: Class 18 contains 31390 members 
Mstep: Class 19 contains 13612 members 
Mstep: Class 20 contains 1837 members 
Mstep: Class 21 contains 1351 members 
Mstep: Class 22 contains 8771 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 10271 members 
Mstep: Class 25 contains 6089 members 
Mstep: Class 26 contains 41247 members 
Mstep: Class 27 contains 22472 members 
Mstep: Class 28 contains 5306 members 
Mstep: Class 29 contains 4569 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10814 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 49552 members 
Mstep: Class 38 contains 62279 members 
Mstep: Class 39 contains 7015 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80990632.000000 Penalty: 81814.242188
Iteration 278Q: 42 clusters Score -8.099063e+07 nChanged 447
Entering ConstructFrom: 
Score: -80990632.000000 Penalty: 81814.242188
Entering ConstructFrom: 
Trying to split cluster 1 (21690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21690 members 
Entering Unmasked Estep 
Score: -2756824.500000 Penalty: 1485.709473
	Iteration 0F: 2 clusters Score -2756824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -2742606.000000 Penalty: 2971.418945
	Iteration 0F: 3 clusters Score -2742606 nChanged 9617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -2747787.000000 Penalty: 2971.418945
	Iteration 1F: 3 clusters Score -2747787 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -2748315.750000 Penalty: 2971.418945
	Iteration 2F: 3 clusters Score -2748316 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -2748778.250000 Penalty: 2971.418945
	Iteration 3F: 3 clusters Score -2748778 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -2749207.500000 Penalty: 2971.418945
	Iteration 4Q: 3 clusters Score -2749208 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -2749618.000000 Penalty: 2971.418945
	Iteration 5Q: 3 clusters Score -2749618 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -2750007.000000 Penalty: 2971.418945
	Iteration 6Q: 3 clusters Score -2750007 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -2750350.250000 Penalty: 2971.418945
	Iteration 7Q: 3 clusters Score -2750350 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -2750636.500000 Penalty: 2971.418945
	Iteration 8Q: 3 clusters Score -2750636 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -2750907.000000 Penalty: 2971.418945
	Iteration 9Q: 3 clusters Score -2750907 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -2751184.000000 Penalty: 2971.418945
	Iteration 10Q: 3 clusters Score -2751184 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -2751440.750000 Penalty: 2971.418945
	Iteration 11Q: 3 clusters Score -2751441 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -2751706.750000 Penalty: 2971.418945
	Iteration 12Q: 3 clusters Score -2751707 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -2752004.500000 Penalty: 2971.418945
	Iteration 13Q: 3 clusters Score -2752004 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -2752345.750000 Penalty: 2971.418945
	Iteration 14Q: 3 clusters Score -2752346 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -2752722.250000 Penalty: 2971.418945
	Iteration 15Q: 3 clusters Score -2752722 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -2753051.750000 Penalty: 2971.418945
	Iteration 16Q: 3 clusters Score -2753052 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -2753343.500000 Penalty: 2971.418945
	Iteration 17Q: 3 clusters Score -2753344 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -2753589.000000 Penalty: 2971.418945
	Iteration 18Q: 3 clusters Score -2753589 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -2753736.500000 Penalty: 2971.418945
	Iteration 19Q: 3 clusters Score -2753736 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -2753869.000000 Penalty: 2971.418945
	Iteration 20F: 3 clusters Score -2753869 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -2753979.000000 Penalty: 2971.418945
	Iteration 21Q: 3 clusters Score -2753979 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -2754115.500000 Penalty: 2971.418945
	Iteration 22Q: 3 clusters Score -2754116 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -2754223.000000 Penalty: 2971.418945
	Iteration 23Q: 3 clusters Score -2754223 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -2754311.500000 Penalty: 2971.418945
	Iteration 24Q: 3 clusters Score -2754312 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -2754397.250000 Penalty: 2971.418945
	Iteration 25Q: 3 clusters Score -2754397 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -2754493.500000 Penalty: 2971.418945
	Iteration 26Q: 3 clusters Score -2754494 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -2754606.000000 Penalty: 2971.418945
	Iteration 27Q: 3 clusters Score -2754606 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -2754715.500000 Penalty: 2971.418945
	Iteration 28Q: 3 clusters Score -2754716 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -2754800.750000 Penalty: 2971.418945
	Iteration 29Q: 3 clusters Score -2754801 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -2754867.750000 Penalty: 2971.418945
	Iteration 30Q: 3 clusters Score -2754868 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -2754923.500000 Penalty: 2971.418945
	Iteration 31Q: 3 clusters Score -2754924 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -2754983.500000 Penalty: 2971.418945
	Iteration 32Q: 3 clusters Score -2754984 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -2755042.000000 Penalty: 2971.418945
	Iteration 33Q: 3 clusters Score -2755042 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -2755094.500000 Penalty: 2971.418945
	Iteration 34Q: 3 clusters Score -2755094 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -2755138.250000 Penalty: 2971.418945
	Iteration 35Q: 3 clusters Score -2755138 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -2755192.500000 Penalty: 2971.418945
	Iteration 36Q: 3 clusters Score -2755192 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -2755237.500000 Penalty: 2971.418945
	Iteration 37Q: 3 clusters Score -2755238 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -2755273.250000 Penalty: 2971.418945
	Iteration 38Q: 3 clusters Score -2755273 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19927 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -2755319.750000 Penalty: 2971.418945
	Iteration 39Q: 3 clusters Score -2755320 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2755354.250000 Penalty: 2971.418945
	Iteration 40F: 3 clusters Score -2755354 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2755384.250000 Penalty: 2971.418945
	Iteration 41Q: 3 clusters Score -2755384 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2755420.000000 Penalty: 2971.418945
	Iteration 42Q: 3 clusters Score -2755420 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2755458.750000 Penalty: 2971.418945
	Iteration 43Q: 3 clusters Score -2755459 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2755492.500000 Penalty: 2971.418945
	Iteration 44Q: 3 clusters Score -2755492 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20411 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2755519.500000 Penalty: 2971.418945
	Iteration 45Q: 3 clusters Score -2755520 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -2755533.750000 Penalty: 2971.418945
	Iteration 46Q: 3 clusters Score -2755534 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20511 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2755551.750000 Penalty: 2971.418945
	Iteration 47Q: 3 clusters Score -2755552 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2755565.750000 Penalty: 2971.418945
	Iteration 48Q: 3 clusters Score -2755566 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2755574.750000 Penalty: 2971.418945
	Iteration 49Q: 3 clusters Score -2755575 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20611 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2755583.000000 Penalty: 2971.418945
	Iteration 50Q: 3 clusters Score -2755583 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2755591.750000 Penalty: 2971.418945
	Iteration 51Q: 3 clusters Score -2755592 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2755616.250000 Penalty: 2971.418945
	Iteration 52Q: 3 clusters Score -2755616 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2755631.500000 Penalty: 2971.418945
	Iteration 53Q: 3 clusters Score -2755632 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2755644.000000 Penalty: 2971.418945
	Iteration 54Q: 3 clusters Score -2755644 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2755646.000000 Penalty: 2971.418945
	Iteration 55Q: 3 clusters Score -2755646 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2755659.500000 Penalty: 2971.418945
	Iteration 56Q: 3 clusters Score -2755660 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2755661.750000 Penalty: 2971.418945
	Iteration 57Q: 3 clusters Score -2755662 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2755675.250000 Penalty: 2971.418945
	Iteration 58Q: 3 clusters Score -2755675 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2755682.750000 Penalty: 2971.418945
	Iteration 59Q: 3 clusters Score -2755683 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2755687.250000 Penalty: 2971.418945
	Iteration 60F: 3 clusters Score -2755687 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2755689.750000 Penalty: 2971.418945
	Iteration 61Q: 3 clusters Score -2755690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2755694.250000 Penalty: 2971.418945
	Iteration 62Q: 3 clusters Score -2755694 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2755704.250000 Penalty: 2971.418945
	Iteration 63Q: 3 clusters Score -2755704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2755707.500000 Penalty: 2971.418945
	Iteration 64Q: 3 clusters Score -2755708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2755717.250000 Penalty: 2971.418945
	Iteration 65Q: 3 clusters Score -2755717 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2755727.000000 Penalty: 2971.418945
	Iteration 66Q: 3 clusters Score -2755727 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2755730.500000 Penalty: 2971.418945
	Iteration 67Q: 3 clusters Score -2755730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20911 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2755734.250000 Penalty: 2971.418945
	Iteration 68Q: 3 clusters Score -2755734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20919 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2755737.250000 Penalty: 2971.418945
	Iteration 69Q: 3 clusters Score -2755737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2755739.250000 Penalty: 2971.418945
	Iteration 70Q: 3 clusters Score -2755739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2755741.750000 Penalty: 2971.418945
	Iteration 71Q: 3 clusters Score -2755742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2755741.750000 Penalty: 2971.418945
	Iteration 72F: 3 clusters Score -2755742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Entering Unmasked Estep 
Score: -881735.812500 Penalty: 1316.187378
	Iteration 0F: 2 clusters Score -881735.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -876903.312500 Penalty: 2632.374756
	Iteration 0F: 3 clusters Score -876903.3 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -878361.187500 Penalty: 2632.374756
	Iteration 1F: 3 clusters Score -878361.2 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -878595.625000 Penalty: 2632.374756
	Iteration 2F: 3 clusters Score -878595.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -878762.187500 Penalty: 2632.374756
	Iteration 3Q: 3 clusters Score -878762.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -878914.312500 Penalty: 2632.374756
	Iteration 4Q: 3 clusters Score -878914.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -879057.562500 Penalty: 2632.374756
	Iteration 5Q: 3 clusters Score -879057.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -879171.312500 Penalty: 2632.374756
	Iteration 6Q: 3 clusters Score -879171.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -879300.687500 Penalty: 2632.374756
	Iteration 7Q: 3 clusters Score -879300.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -879444.000000 Penalty: 2632.374756
	Iteration 8Q: 3 clusters Score -879444 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -879601.375000 Penalty: 2632.374756
	Iteration 9Q: 3 clusters Score -879601.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -879750.500000 Penalty: 2632.374756
	Iteration 10Q: 3 clusters Score -879750.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -879882.000000 Penalty: 2632.374756
	Iteration 11Q: 3 clusters Score -879882 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -879985.687500 Penalty: 2632.374756
	Iteration 12Q: 3 clusters Score -879985.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -880088.437500 Penalty: 2632.374756
	Iteration 13Q: 3 clusters Score -880088.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -880188.562500 Penalty: 2632.374756
	Iteration 14Q: 3 clusters Score -880188.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -880268.437500 Penalty: 2632.374756
	Iteration 15Q: 3 clusters Score -880268.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -880343.437500 Penalty: 2632.374756
	Iteration 16Q: 3 clusters Score -880343.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -880404.437500 Penalty: 2632.374756
	Iteration 17Q: 3 clusters Score -880404.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -880456.500000 Penalty: 2632.374756
	Iteration 18Q: 3 clusters Score -880456.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -880501.625000 Penalty: 2632.374756
	Iteration 19Q: 3 clusters Score -880501.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -880531.562500 Penalty: 2632.374756
	Iteration 20F: 3 clusters Score -880531.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -880566.812500 Penalty: 2632.374756
	Iteration 21Q: 3 clusters Score -880566.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -880583.562500 Penalty: 2632.374756
	Iteration 22Q: 3 clusters Score -880583.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -880599.437500 Penalty: 2632.374756
	Iteration 23Q: 3 clusters Score -880599.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -880613.625000 Penalty: 2632.374756
	Iteration 24Q: 3 clusters Score -880613.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -880624.125000 Penalty: 2632.374756
	Iteration 25Q: 3 clusters Score -880624.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -880632.375000 Penalty: 2632.374756
	Iteration 26Q: 3 clusters Score -880632.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -880640.125000 Penalty: 2632.374756
	Iteration 27Q: 3 clusters Score -880640.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -880651.625000 Penalty: 2632.374756
	Iteration 28Q: 3 clusters Score -880651.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -880659.375000 Penalty: 2632.374756
	Iteration 29Q: 3 clusters Score -880659.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -880666.000000 Penalty: 2632.374756
	Iteration 30Q: 3 clusters Score -880666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -880670.437500 Penalty: 2632.374756
	Iteration 31Q: 3 clusters Score -880670.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -880672.937500 Penalty: 2632.374756
	Iteration 32Q: 3 clusters Score -880672.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -880673.812500 Penalty: 2632.374756
	Iteration 33Q: 3 clusters Score -880673.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -880677.125000 Penalty: 2632.374756
	Iteration 34Q: 3 clusters Score -880677.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -880677.125000 Penalty: 2632.374756
	Iteration 35F: 3 clusters Score -880677.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (28726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28726 members 
Entering Unmasked Estep 
Score: -3519931.000000 Penalty: 1527.515137
	Iteration 0F: 2 clusters Score -3519931 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -3501228.250000 Penalty: 3055.030273
	Iteration 0F: 3 clusters Score -3501228 nChanged 12949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -3508368.250000 Penalty: 3055.030273
	Iteration 1F: 3 clusters Score -3508368 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -3508996.000000 Penalty: 3055.030273
	Iteration 2F: 3 clusters Score -3508996 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -3509679.000000 Penalty: 3055.030273
	Iteration 3F: 3 clusters Score -3509679 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -3510430.750000 Penalty: 3055.030273
	Iteration 4F: 3 clusters Score -3510431 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -3511241.750000 Penalty: 3055.030273
	Iteration 5F: 3 clusters Score -3511242 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -3512172.500000 Penalty: 3055.030273
	Iteration 6F: 3 clusters Score -3512172 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -3513038.250000 Penalty: 3055.030273
	Iteration 7F: 3 clusters Score -3513038 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -3513889.750000 Penalty: 3055.030273
	Iteration 8Q: 3 clusters Score -3513890 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -3514544.000000 Penalty: 3055.030273
	Iteration 9Q: 3 clusters Score -3514544 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -3515125.250000 Penalty: 3055.030273
	Iteration 10Q: 3 clusters Score -3515125 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -3515550.500000 Penalty: 3055.030273
	Iteration 11Q: 3 clusters Score -3515550 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -3515848.250000 Penalty: 3055.030273
	Iteration 12Q: 3 clusters Score -3515848 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -3516033.500000 Penalty: 3055.030273
	Iteration 13Q: 3 clusters Score -3516034 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -3516164.250000 Penalty: 3055.030273
	Iteration 14Q: 3 clusters Score -3516164 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -3516272.000000 Penalty: 3055.030273
	Iteration 15Q: 3 clusters Score -3516272 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -3516355.750000 Penalty: 3055.030273
	Iteration 16Q: 3 clusters Score -3516356 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -3516427.750000 Penalty: 3055.030273
	Iteration 17Q: 3 clusters Score -3516428 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -3516503.000000 Penalty: 3055.030273
	Iteration 18Q: 3 clusters Score -3516503 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -3516567.750000 Penalty: 3055.030273
	Iteration 19Q: 3 clusters Score -3516568 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -3516617.000000 Penalty: 3055.030273
	Iteration 20F: 3 clusters Score -3516617 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -3516667.250000 Penalty: 3055.030273
	Iteration 21Q: 3 clusters Score -3516667 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -3516691.000000 Penalty: 3055.030273
	Iteration 22Q: 3 clusters Score -3516691 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -3516717.250000 Penalty: 3055.030273
	Iteration 23Q: 3 clusters Score -3516717 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -3516747.500000 Penalty: 3055.030273
	Iteration 24Q: 3 clusters Score -3516748 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -3516789.500000 Penalty: 3055.030273
	Iteration 25Q: 3 clusters Score -3516790 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -3516822.500000 Penalty: 3055.030273
	Iteration 26Q: 3 clusters Score -3516822 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -3516839.250000 Penalty: 3055.030273
	Iteration 27Q: 3 clusters Score -3516839 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -3516847.500000 Penalty: 3055.030273
	Iteration 28Q: 3 clusters Score -3516848 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -3516878.000000 Penalty: 3055.030273
	Iteration 29Q: 3 clusters Score -3516878 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -3516903.000000 Penalty: 3055.030273
	Iteration 30Q: 3 clusters Score -3516903 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -3516917.750000 Penalty: 3055.030273
	Iteration 31Q: 3 clusters Score -3516918 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -3516930.500000 Penalty: 3055.030273
	Iteration 32Q: 3 clusters Score -3516930 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -3516938.250000 Penalty: 3055.030273
	Iteration 33Q: 3 clusters Score -3516938 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -3516971.000000 Penalty: 3055.030273
	Iteration 34Q: 3 clusters Score -3516971 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -3516984.000000 Penalty: 3055.030273
	Iteration 35Q: 3 clusters Score -3516984 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19912 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -3517004.750000 Penalty: 3055.030273
	Iteration 36Q: 3 clusters Score -3517005 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -3517031.750000 Penalty: 3055.030273
	Iteration 37Q: 3 clusters Score -3517032 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20191 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -3517063.500000 Penalty: 3055.030273
	Iteration 38Q: 3 clusters Score -3517064 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -3517093.750000 Penalty: 3055.030273
	Iteration 39Q: 3 clusters Score -3517094 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20492 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -3517133.500000 Penalty: 3055.030273
	Iteration 40F: 3 clusters Score -3517134 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -3517174.250000 Penalty: 3055.030273
	Iteration 41Q: 3 clusters Score -3517174 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -3517216.000000 Penalty: 3055.030273
	Iteration 42Q: 3 clusters Score -3517216 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -3517244.250000 Penalty: 3055.030273
	Iteration 43Q: 3 clusters Score -3517244 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -3517290.750000 Penalty: 3055.030273
	Iteration 44Q: 3 clusters Score -3517291 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -3517319.500000 Penalty: 3055.030273
	Iteration 45Q: 3 clusters Score -3517320 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -3517358.250000 Penalty: 3055.030273
	Iteration 46Q: 3 clusters Score -3517358 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21641 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -3517391.750000 Penalty: 3055.030273
	Iteration 47Q: 3 clusters Score -3517392 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21796 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -3517430.000000 Penalty: 3055.030273
	Iteration 48Q: 3 clusters Score -3517430 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -3517467.000000 Penalty: 3055.030273
	Iteration 49Q: 3 clusters Score -3517467 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -3517490.750000 Penalty: 3055.030273
	Iteration 50Q: 3 clusters Score -3517491 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -3517546.000000 Penalty: 3055.030273
	Iteration 51Q: 3 clusters Score -3517546 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22437 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -3517595.750000 Penalty: 3055.030273
	Iteration 52Q: 3 clusters Score -3517596 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22599 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -3517651.750000 Penalty: 3055.030273
	Iteration 53Q: 3 clusters Score -3517652 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22776 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -3517699.250000 Penalty: 3055.030273
	Iteration 54Q: 3 clusters Score -3517699 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22959 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -3517755.750000 Penalty: 3055.030273
	Iteration 55Q: 3 clusters Score -3517756 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23141 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -3517823.500000 Penalty: 3055.030273
	Iteration 56Q: 3 clusters Score -3517824 nChanged 179
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23314 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -3517877.250000 Penalty: 3055.030273
	Iteration 57Q: 3 clusters Score -3517877 nChanged 172
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23474 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -3517912 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -3517952.250000 Penalty: 3055.030273
	Iteration 59Q: 3 clusters Score -3517952 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23774 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -3517987.000000 Penalty: 3055.030273
	Iteration 60F: 3 clusters Score -3517987 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23893 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -3518016.000000 Penalty: 3055.030273
	Iteration 61Q: 3 clusters Score -3518016 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23994 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -3518031.250000 Penalty: 3055.030273
	Iteration 62Q: 3 clusters Score -3518031 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24090 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -3518051.000000 Penalty: 3055.030273
	Iteration 63Q: 3 clusters Score -3518051 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24194 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3518089 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24285 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -3518100.750000 Penalty: 3055.030273
	Iteration 65Q: 3 clusters Score -3518101 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24353 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -3518116.750000 Penalty: 3055.030273
	Iteration 66Q: 3 clusters Score -3518117 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24419 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -3518122.750000 Penalty: 3055.030273
	Iteration 67Q: 3 clusters Score -3518123 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24480 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -3518140.250000 Penalty: 3055.030273
	Iteration 68Q: 3 clusters Score -3518140 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24540 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -3518150.000000 Penalty: 3055.030273
	Iteration 69Q: 3 clusters Score -3518150 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24593 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -3518159.500000 Penalty: 3055.030273
	Iteration 70Q: 3 clusters Score -3518160 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24641 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -3518166.250000 Penalty: 3055.030273
	Iteration 71Q: 3 clusters Score -3518166 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24688 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -3518171.000000 Penalty: 3055.030273
	Iteration 72Q: 3 clusters Score -3518171 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24729 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -3518184.250000 Penalty: 3055.030273
	Iteration 73Q: 3 clusters Score -3518184 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24766 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -3518182.000000 Penalty: 3055.030273
	Iteration 74Q: 3 clusters Score -3518182 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24804 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -3518192.000000 Penalty: 3055.030273
	Iteration 75Q: 3 clusters Score -3518192 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24846 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -3518188.500000 Penalty: 3055.030273
	Iteration 76Q: 3 clusters Score -3518188 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24876 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3518189 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24912 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -3518204.750000 Penalty: 3055.030273
	Iteration 78Q: 3 clusters Score -3518205 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24953 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -3518220.000000 Penalty: 3055.030273
	Iteration 79Q: 3 clusters Score -3518220 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25004 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -3518223.000000 Penalty: 3055.030273
	Iteration 80F: 3 clusters Score -3518223 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25064 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -3518233.250000 Penalty: 3055.030273
	Iteration 81Q: 3 clusters Score -3518233 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25128 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -3518235.000000 Penalty: 3055.030273
	Iteration 82Q: 3 clusters Score -3518235 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25182 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -3518250.000000 Penalty: 3055.030273
	Iteration 83Q: 3 clusters Score -3518250 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -3518258.500000 Penalty: 3055.030273
	Iteration 84Q: 3 clusters Score -3518258 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25287 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -3518266.500000 Penalty: 3055.030273
	Iteration 85Q: 3 clusters Score -3518266 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25335 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -3518275.500000 Penalty: 3055.030273
	Iteration 86Q: 3 clusters Score -3518276 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25384 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -3518279.500000 Penalty: 3055.030273
	Iteration 87Q: 3 clusters Score -3518280 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25430 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -3518293.750000 Penalty: 3055.030273
	Iteration 88Q: 3 clusters Score -3518294 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -3518293.750000 Penalty: 3055.030273
	Iteration 89Q: 3 clusters Score -3518294 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25507 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -3518296.500000 Penalty: 3055.030273
	Iteration 90Q: 3 clusters Score -3518296 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25547 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -3518309.000000 Penalty: 3055.030273
	Iteration 91Q: 3 clusters Score -3518309 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25598 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -3518326.500000 Penalty: 3055.030273
	Iteration 92Q: 3 clusters Score -3518326 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25650 members 
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Entering Unmasked Estep 
Score: -3518339.000000 Penalty: 3055.030273
	Iteration 93Q: 3 clusters Score -3518339 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25704 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -3518352.000000 Penalty: 3055.030273
	Iteration 94Q: 3 clusters Score -3518352 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25763 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -3518366.250000 Penalty: 3055.030273
	Iteration 95Q: 3 clusters Score -3518366 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25814 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -3518378.000000 Penalty: 3055.030273
	Iteration 96Q: 3 clusters Score -3518378 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25860 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -3518396.250000 Penalty: 3055.030273
	Iteration 97Q: 3 clusters Score -3518396 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25900 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -3518398.000000 Penalty: 3055.030273
	Iteration 98Q: 3 clusters Score -3518398 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25934 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -3518412.750000 Penalty: 3055.030273
	Iteration 99Q: 3 clusters Score -3518413 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25971 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -3518419.750000 Penalty: 3055.030273
	Iteration 100F: 3 clusters Score -3518420 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26012 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -3518430.250000 Penalty: 3055.030273
	Iteration 101Q: 3 clusters Score -3518430 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26053 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -3518435.000000 Penalty: 3055.030273
	Iteration 102Q: 3 clusters Score -3518435 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26089 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -3518443.500000 Penalty: 3055.030273
	Iteration 103Q: 3 clusters Score -3518444 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26116 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -3518445.000000 Penalty: 3055.030273
	Iteration 104Q: 3 clusters Score -3518445 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26143 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -3518448.500000 Penalty: 3055.030273
	Iteration 105Q: 3 clusters Score -3518448 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26176 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -3518458.250000 Penalty: 3055.030273
	Iteration 106Q: 3 clusters Score -3518458 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26201 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -3518469.000000 Penalty: 3055.030273
	Iteration 107Q: 3 clusters Score -3518469 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26222 members 
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Entering Unmasked Estep 
Score: -3518476.250000 Penalty: 3055.030273
	Iteration 108Q: 3 clusters Score -3518476 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26248 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -3518484.500000 Penalty: 3055.030273
	Iteration 109Q: 3 clusters Score -3518484 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26280 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -3518491.750000 Penalty: 3055.030273
	Iteration 110Q: 3 clusters Score -3518492 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26307 members 
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Entering Unmasked Estep 
Score: -3518495.000000 Penalty: 3055.030273
	Iteration 111Q: 3 clusters Score -3518495 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26337 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -3518505.000000 Penalty: 3055.030273
	Iteration 112Q: 3 clusters Score -3518505 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26365 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -3518504.250000 Penalty: 3055.030273
	Iteration 113Q: 3 clusters Score -3518504 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26396 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -3518513.500000 Penalty: 3055.030273
	Iteration 114Q: 3 clusters Score -3518514 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26423 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -3518527.750000 Penalty: 3055.030273
	Iteration 115Q: 3 clusters Score -3518528 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26446 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -3518529.750000 Penalty: 3055.030273
	Iteration 116Q: 3 clusters Score -3518530 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26471 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -3518547.750000 Penalty: 3055.030273
	Iteration 117Q: 3 clusters Score -3518548 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26502 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -3518546.750000 Penalty: 3055.030273
	Iteration 118Q: 3 clusters Score -3518547 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26527 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -3518555.250000 Penalty: 3055.030273
	Iteration 119Q: 3 clusters Score -3518555 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26558 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -3518566.000000 Penalty: 3055.030273
	Iteration 120F: 3 clusters Score -3518566 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26593 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -3518566.250000 Penalty: 3055.030273
	Iteration 121Q: 3 clusters Score -3518566 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26628 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -3518579.750000 Penalty: 3055.030273
	Iteration 122Q: 3 clusters Score -3518580 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26650 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -3518588.250000 Penalty: 3055.030273
	Iteration 123Q: 3 clusters Score -3518588 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26668 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -3518594.750000 Penalty: 3055.030273
	Iteration 124Q: 3 clusters Score -3518595 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -3518597.250000 Penalty: 3055.030273
	Iteration 125Q: 3 clusters Score -3518597 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26714 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -3518595.500000 Penalty: 3055.030273
	Iteration 126Q: 3 clusters Score -3518596 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26736 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -3518596.750000 Penalty: 3055.030273
	Iteration 127Q: 3 clusters Score -3518597 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26755 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -3518595.750000 Penalty: 3055.030273
	Iteration 128Q: 3 clusters Score -3518596 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26773 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -3518613.000000 Penalty: 3055.030273
	Iteration 129Q: 3 clusters Score -3518613 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26791 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -3518617.500000 Penalty: 3055.030273
	Iteration 130Q: 3 clusters Score -3518618 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26814 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -3518620.750000 Penalty: 3055.030273
	Iteration 131Q: 3 clusters Score -3518621 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26831 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -3518622.250000 Penalty: 3055.030273
	Iteration 132Q: 3 clusters Score -3518622 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -3518624.750000 Penalty: 3055.030273
	Iteration 133Q: 3 clusters Score -3518625 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26867 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -3518632.250000 Penalty: 3055.030273
	Iteration 134Q: 3 clusters Score -3518632 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26894 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -3518648.000000 Penalty: 3055.030273
	Iteration 135Q: 3 clusters Score -3518648 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26915 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -3518647.250000 Penalty: 3055.030273
	Iteration 136Q: 3 clusters Score -3518647 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26934 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -3518655.000000 Penalty: 3055.030273
	Iteration 137Q: 3 clusters Score -3518655 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26958 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -3518660.500000 Penalty: 3055.030273
	Iteration 138Q: 3 clusters Score -3518660 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26991 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -3518667.500000 Penalty: 3055.030273
	Iteration 139Q: 3 clusters Score -3518668 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27016 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -3518674.750000 Penalty: 3055.030273
	Iteration 140F: 3 clusters Score -3518675 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27036 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -3518684.000000 Penalty: 3055.030273
	Iteration 141Q: 3 clusters Score -3518684 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27054 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -3518693.250000 Penalty: 3055.030273
	Iteration 142Q: 3 clusters Score -3518693 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -3518687.500000 Penalty: 3055.030273
	Iteration 143Q: 3 clusters Score -3518688 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27089 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -3518692.250000 Penalty: 3055.030273
	Iteration 144Q: 3 clusters Score -3518692 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27102 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -3518699.500000 Penalty: 3055.030273
	Iteration 145Q: 3 clusters Score -3518700 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27117 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -3518707.250000 Penalty: 3055.030273
	Iteration 146Q: 3 clusters Score -3518707 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27133 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -3518709.750000 Penalty: 3055.030273
	Iteration 147Q: 3 clusters Score -3518710 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27151 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -3518714.500000 Penalty: 3055.030273
	Iteration 148Q: 3 clusters Score -3518714 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27165 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -3518723.250000 Penalty: 3055.030273
	Iteration 149Q: 3 clusters Score -3518723 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27184 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -3518731.000000 Penalty: 3055.030273
	Iteration 150Q: 3 clusters Score -3518731 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -3518733.250000 Penalty: 3055.030273
	Iteration 151Q: 3 clusters Score -3518733 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27210 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -3518737.250000 Penalty: 3055.030273
	Iteration 152Q: 3 clusters Score -3518737 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27222 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -3518745.000000 Penalty: 3055.030273
	Iteration 153Q: 3 clusters Score -3518745 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27230 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -3518741.500000 Penalty: 3055.030273
	Iteration 154Q: 3 clusters Score -3518742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27238 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -3518738.250000 Penalty: 3055.030273
	Iteration 155Q: 3 clusters Score -3518738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27241 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -3518741.750000 Penalty: 3055.030273
	Iteration 156Q: 3 clusters Score -3518742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27242 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -3518745.500000 Penalty: 3055.030273
	Iteration 157Q: 3 clusters Score -3518746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27243 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -3518745.000000 Penalty: 3055.030273
	Iteration 158Q: 3 clusters Score -3518745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27244 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -3518745.500000 Penalty: 3055.030273
	Iteration 159Q: 3 clusters Score -3518746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27245 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -3518745.750000 Penalty: 3055.030273
	Iteration 160F: 3 clusters Score -3518746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27246 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -3518744.500000 Penalty: 3055.030273
	Iteration 161Q: 3 clusters Score -3518744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27250 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -3518750.000000 Penalty: 3055.030273
	Iteration 162Q: 3 clusters Score -3518750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27254 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -3518753.000000 Penalty: 3055.030273
	Iteration 163Q: 3 clusters Score -3518753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27255 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -3518751.250000 Penalty: 3055.030273
	Iteration 164Q: 3 clusters Score -3518751 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27255 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -3518751.250000 Penalty: 3055.030273
	Iteration 165F: 3 clusters Score -3518751 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (34864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34864 members 
Entering Unmasked Estep 
Score: -4382053.000000 Penalty: 1556.330566
	Iteration 0F: 2 clusters Score -4382053 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -4359269.500000 Penalty: 3112.661133
	Iteration 0F: 3 clusters Score -4359270 nChanged 15873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -4367949.500000 Penalty: 3112.661133
	Iteration 1F: 3 clusters Score -4367950 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -4368366.500000 Penalty: 3112.661133
	Iteration 2Q: 3 clusters Score -4368366 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -4368775.500000 Penalty: 3112.661133
	Iteration 3Q: 3 clusters Score -4368776 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -4369181.000000 Penalty: 3112.661133
	Iteration 4Q: 3 clusters Score -4369181 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -4369684.000000 Penalty: 3112.661133
	Iteration 5Q: 3 clusters Score -4369684 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -4370474.000000 Penalty: 3112.661133
	Iteration 6Q: 3 clusters Score -4370474 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24474 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -4371673.000000 Penalty: 3112.661133
	Iteration 7F: 3 clusters Score -4371673 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26865 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -4373421.000000 Penalty: 3112.661133
	Iteration 8F: 3 clusters Score -4373421 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29451 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -4375640.000000 Penalty: 3112.661133
	Iteration 9F: 3 clusters Score -4375640 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31821 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -4377875.500000 Penalty: 3112.661133
	Iteration 10F: 3 clusters Score -4377876 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33373 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -4379355.500000 Penalty: 3112.661133
	Iteration 11Q: 3 clusters Score -4379356 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34155 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -4380118.500000 Penalty: 3112.661133
	Iteration 12Q: 3 clusters Score -4380118 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34481 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -4380471.000000 Penalty: 3112.661133
	Iteration 13Q: 3 clusters Score -4380471 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34589 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -4380630.500000 Penalty: 3112.661133
	Iteration 14Q: 3 clusters Score -4380630 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34623 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -4380687.500000 Penalty: 3112.661133
	Iteration 15Q: 3 clusters Score -4380688 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34640 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -4380718.000000 Penalty: 3112.661133
	Iteration 16Q: 3 clusters Score -4380718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34644 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -4380732.500000 Penalty: 3112.661133
	Iteration 17Q: 3 clusters Score -4380732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34644 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -4380755.500000 Penalty: 3112.661133
	Iteration 18Q: 3 clusters Score -4380756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34646 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -4380764.000000 Penalty: 3112.661133
	Iteration 19Q: 3 clusters Score -4380764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34646 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -4380765.500000 Penalty: 3112.661133
	Iteration 20F: 3 clusters Score -4380766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34647 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -4380768.500000 Penalty: 3112.661133
	Iteration 21Q: 3 clusters Score -4380768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34647 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -4380771.000000 Penalty: 3112.661133
	Iteration 22Q: 3 clusters Score -4380771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34650 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -4380775.000000 Penalty: 3112.661133
	Iteration 23Q: 3 clusters Score -4380775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34653 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -4380785.500000 Penalty: 3112.661133
	Iteration 24Q: 3 clusters Score -4380786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34652 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -4380783.500000 Penalty: 3112.661133
	Iteration 25Q: 3 clusters Score -4380784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34652 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -4380783.500000 Penalty: 3112.661133
	Iteration 26F: 3 clusters Score -4380784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (50285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50285 members 
Entering Unmasked Estep 
Score: -6417444.000000 Penalty: 1610.828857
	Iteration 0F: 2 clusters Score -6417444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25270 members 
Mstep: Class 2 contains 25015 members 
Entering Unmasked Estep 
Score: -6385413.000000 Penalty: 3221.657715
	Iteration 0F: 3 clusters Score -6385413 nChanged 23120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26398 members 
Mstep: Class 2 contains 23887 members 
Entering Unmasked Estep 
Score: -6398436.500000 Penalty: 3221.657715
	Iteration 1F: 3 clusters Score -6398436 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27134 members 
Mstep: Class 2 contains 23151 members 
Entering Unmasked Estep 
Score: -6399164.500000 Penalty: 3221.657715
	Iteration 2Q: 3 clusters Score -6399164 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28178 members 
Mstep: Class 2 contains 22107 members 
Entering Unmasked Estep 
Score: -6399950.000000 Penalty: 3221.657715
	Iteration 3Q: 3 clusters Score -6399950 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29678 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -6400892.500000 Penalty: 3221.657715
	Iteration 4Q: 3 clusters Score -6400892 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31715 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -6402123.000000 Penalty: 3221.657715
	Iteration 5F: 3 clusters Score -6402123 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34337 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -6403729.500000 Penalty: 3221.657715
	Iteration 6F: 3 clusters Score -6403730 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37503 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -6405983.000000 Penalty: 3221.657715
	Iteration 7F: 3 clusters Score -6405983 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40874 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -6408548.500000 Penalty: 3221.657715
	Iteration 8F: 3 clusters Score -6408548 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44066 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -6411104.000000 Penalty: 3221.657715
	Iteration 9F: 3 clusters Score -6411104 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46563 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -6413184.500000 Penalty: 3221.657715
	Iteration 10Q: 3 clusters Score -6413184 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48184 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -6414473.500000 Penalty: 3221.657715
	Iteration 11Q: 3 clusters Score -6414474 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49090 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -6415271.500000 Penalty: 3221.657715
	Iteration 12Q: 3 clusters Score -6415272 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49494 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -6415643.000000 Penalty: 3221.657715
	Iteration 13Q: 3 clusters Score -6415643 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49695 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -6415846.000000 Penalty: 3221.657715
	Iteration 14Q: 3 clusters Score -6415846 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49802 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -6415979.000000 Penalty: 3221.657715
	Iteration 15Q: 3 clusters Score -6415979 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49854 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -6416047.000000 Penalty: 3221.657715
	Iteration 16Q: 3 clusters Score -6416047 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49887 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -6416098.500000 Penalty: 3221.657715
	Iteration 17Q: 3 clusters Score -6416098 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49905 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -6416124.500000 Penalty: 3221.657715
	Iteration 18Q: 3 clusters Score -6416124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49913 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -6416129.000000 Penalty: 3221.657715
	Iteration 19Q: 3 clusters Score -6416129 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49918 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -6416138.000000 Penalty: 3221.657715
	Iteration 20F: 3 clusters Score -6416138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49925 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -6416145.500000 Penalty: 3221.657715
	Iteration 21Q: 3 clusters Score -6416146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49931 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -6416149.500000 Penalty: 3221.657715
	Iteration 22Q: 3 clusters Score -6416150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49931 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -6416156.000000 Penalty: 3221.657715
	Iteration 23Q: 3 clusters Score -6416156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49936 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -6416170.000000 Penalty: 3221.657715
	Iteration 24Q: 3 clusters Score -6416170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49940 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -6416165.000000 Penalty: 3221.657715
	Iteration 25Q: 3 clusters Score -6416165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49945 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -6416174.000000 Penalty: 3221.657715
	Iteration 26Q: 3 clusters Score -6416174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49951 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -6416177.500000 Penalty: 3221.657715
	Iteration 27Q: 3 clusters Score -6416178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49952 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -6416186.000000 Penalty: 3221.657715
	Iteration 28Q: 3 clusters Score -6416186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49952 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -6416186.000000 Penalty: 3221.657715
	Iteration 29F: 3 clusters Score -6416186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (24205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Entering Unmasked Estep 
Score: -3022170.250000 Penalty: 1502.034058
	Iteration 0F: 2 clusters Score -3022170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -3006469.500000 Penalty: 3004.068115
	Iteration 0F: 3 clusters Score -3006470 nChanged 10710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -3012298.000000 Penalty: 3004.068115
	Iteration 1F: 3 clusters Score -3012298 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -3012674.500000 Penalty: 3004.068115
	Iteration 2Q: 3 clusters Score -3012674 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -3012983.750000 Penalty: 3004.068115
	Iteration 3Q: 3 clusters Score -3012984 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -3013239.750000 Penalty: 3004.068115
	Iteration 4Q: 3 clusters Score -3013240 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -3013506.250000 Penalty: 3004.068115
	Iteration 5Q: 3 clusters Score -3013506 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -3013804.250000 Penalty: 3004.068115
	Iteration 6Q: 3 clusters Score -3013804 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -3014200.750000 Penalty: 3004.068115
	Iteration 7Q: 3 clusters Score -3014201 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -3014723.750000 Penalty: 3004.068115
	Iteration 8Q: 3 clusters Score -3014724 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -3015481.500000 Penalty: 3004.068115
	Iteration 9F: 3 clusters Score -3015482 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -3016538.250000 Penalty: 3004.068115
	Iteration 10F: 3 clusters Score -3016538 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 20492 members 
Entering Unmasked Estep 
Score: -3017774.000000 Penalty: 3004.068115
	Iteration 11F: 3 clusters Score -3017774 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 21844 members 
Entering Unmasked Estep 
Score: -3018965.250000 Penalty: 3004.068115
	Iteration 12F: 3 clusters Score -3018965 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 22812 members 
Entering Unmasked Estep 
Score: -3019834.000000 Penalty: 3004.068115
	Iteration 13Q: 3 clusters Score -3019834 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 23376 members 
Entering Unmasked Estep 
Score: -3020323.000000 Penalty: 3004.068115
	Iteration 14Q: 3 clusters Score -3020323 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 23637 members 
Entering Unmasked Estep 
Score: -3020602.250000 Penalty: 3004.068115
	Iteration 15Q: 3 clusters Score -3020602 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -3020774.250000 Penalty: 3004.068115
	Iteration 16Q: 3 clusters Score -3020774 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 23830 members 
Entering Unmasked Estep 
Score: -3020844.500000 Penalty: 3004.068115
	Iteration 17Q: 3 clusters Score -3020844 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
Score: -3020908.500000 Penalty: 3004.068115
	Iteration 18Q: 3 clusters Score -3020908 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 23879 members 
Entering Unmasked Estep 
Score: -3020955.500000 Penalty: 3004.068115
	Iteration 19Q: 3 clusters Score -3020956 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 23896 members 
Entering Unmasked Estep 
Score: -3020985.250000 Penalty: 3004.068115
	Iteration 20F: 3 clusters Score -3020985 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 23905 members 
Entering Unmasked Estep 
Score: -3020998.500000 Penalty: 3004.068115
	Iteration 21Q: 3 clusters Score -3020998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 23913 members 
Entering Unmasked Estep 
Score: -3021014.250000 Penalty: 3004.068115
	Iteration 22Q: 3 clusters Score -3021014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 23917 members 
Entering Unmasked Estep 
Score: -3021030.750000 Penalty: 3004.068115
	Iteration 23Q: 3 clusters Score -3021031 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 23918 members 
Entering Unmasked Estep 
Score: -3021040.000000 Penalty: 3004.068115
	Iteration 24Q: 3 clusters Score -3021040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 23918 members 
Entering Unmasked Estep 
Score: -3021041.500000 Penalty: 3004.068115
	Iteration 25Q: 3 clusters Score -3021042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 23920 members 
Entering Unmasked Estep 
Score: -3021045.500000 Penalty: 3004.068115
	Iteration 26Q: 3 clusters Score -3021046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 23921 members 
Entering Unmasked Estep 
Score: -3021043.500000 Penalty: 3004.068115
	Iteration 27Q: 3 clusters Score -3021044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 23921 members 
Entering Unmasked Estep 
Score: -3021045.750000 Penalty: 3004.068115
	Iteration 28Q: 3 clusters Score -3021046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 23921 members 
Entering Unmasked Estep 
Score: -3021048.000000 Penalty: 3004.068115
	Iteration 29Q: 3 clusters Score -3021048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 23921 members 
Entering Unmasked Estep 
Score: -3021048.000000 Penalty: 3004.068115
	Iteration 30F: 3 clusters Score -3021048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (17873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Entering Unmasked Estep 
Score: -2178669.750000 Penalty: 1456.907715
	Iteration 0F: 2 clusters Score -2178670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -2166940.250000 Penalty: 2913.815430
	Iteration 0F: 3 clusters Score -2166940 nChanged 7761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -2170967.500000 Penalty: 2913.815430
	Iteration 1F: 3 clusters Score -2170968 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -2171320.750000 Penalty: 2913.815430
	Iteration 2F: 3 clusters Score -2171321 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -2171642.000000 Penalty: 2913.815430
	Iteration 3Q: 3 clusters Score -2171642 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -2171911.000000 Penalty: 2913.815430
	Iteration 4Q: 3 clusters Score -2171911 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -2172140.250000 Penalty: 2913.815430
	Iteration 5Q: 3 clusters Score -2172140 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -2172366.750000 Penalty: 2913.815430
	Iteration 6Q: 3 clusters Score -2172367 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -2172557.000000 Penalty: 2913.815430
	Iteration 7Q: 3 clusters Score -2172557 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -2172749.750000 Penalty: 2913.815430
	Iteration 8Q: 3 clusters Score -2172750 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -2172960.750000 Penalty: 2913.815430
	Iteration 9Q: 3 clusters Score -2172961 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -2173189.250000 Penalty: 2913.815430
	Iteration 10Q: 3 clusters Score -2173189 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -2173484.750000 Penalty: 2913.815430
	Iteration 11Q: 3 clusters Score -2173485 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -2173804.750000 Penalty: 2913.815430
	Iteration 12Q: 3 clusters Score -2173805 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -2174101.250000 Penalty: 2913.815430
	Iteration 13Q: 3 clusters Score -2174101 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -2174381.000000 Penalty: 2913.815430
	Iteration 14Q: 3 clusters Score -2174381 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -2174633.500000 Penalty: 2913.815430
	Iteration 15Q: 3 clusters Score -2174634 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -2174856.000000 Penalty: 2913.815430
	Iteration 16Q: 3 clusters Score -2174856 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -2175064.000000 Penalty: 2913.815430
	Iteration 17Q: 3 clusters Score -2175064 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -2175222.250000 Penalty: 2913.815430
	Iteration 18Q: 3 clusters Score -2175222 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -2175360.250000 Penalty: 2913.815430
	Iteration 19Q: 3 clusters Score -2175360 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -2175438.000000 Penalty: 2913.815430
	Iteration 20F: 3 clusters Score -2175438 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -2175492.250000 Penalty: 2913.815430
	Iteration 21Q: 3 clusters Score -2175492 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -2175547.750000 Penalty: 2913.815430
	Iteration 22Q: 3 clusters Score -2175548 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -2175573.250000 Penalty: 2913.815430
	Iteration 23Q: 3 clusters Score -2175573 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -2175611.000000 Penalty: 2913.815430
	Iteration 24Q: 3 clusters Score -2175611 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -2175631.500000 Penalty: 2913.815430
	Iteration 25Q: 3 clusters Score -2175632 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -2175663.750000 Penalty: 2913.815430
	Iteration 26Q: 3 clusters Score -2175664 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -2175691.750000 Penalty: 2913.815430
	Iteration 27Q: 3 clusters Score -2175692 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -2175721.000000 Penalty: 2913.815430
	Iteration 28Q: 3 clusters Score -2175721 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -2175745.750000 Penalty: 2913.815430
	Iteration 29Q: 3 clusters Score -2175746 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -2175773.250000 Penalty: 2913.815430
	Iteration 30Q: 3 clusters Score -2175773 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -2175788.500000 Penalty: 2913.815430
	Iteration 31Q: 3 clusters Score -2175788 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -2175804.500000 Penalty: 2913.815430
	Iteration 32Q: 3 clusters Score -2175804 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -2175819.750000 Penalty: 2913.815430
	Iteration 33Q: 3 clusters Score -2175820 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -2175852.750000 Penalty: 2913.815430
	Iteration 34Q: 3 clusters Score -2175853 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -2175881.000000 Penalty: 2913.815430
	Iteration 35Q: 3 clusters Score -2175881 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -2175898.000000 Penalty: 2913.815430
	Iteration 36Q: 3 clusters Score -2175898 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -2175926.000000 Penalty: 2913.815430
	Iteration 37Q: 3 clusters Score -2175926 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -2175957.500000 Penalty: 2913.815430
	Iteration 38Q: 3 clusters Score -2175958 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -2175980.500000 Penalty: 2913.815430
	Iteration 39Q: 3 clusters Score -2175980 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -2176000.500000 Penalty: 2913.815430
	Iteration 40F: 3 clusters Score -2176000 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -2176008.500000 Penalty: 2913.815430
	Iteration 41Q: 3 clusters Score -2176008 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -2176019.250000 Penalty: 2913.815430
	Iteration 42Q: 3 clusters Score -2176019 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -2176039.750000 Penalty: 2913.815430
	Iteration 43Q: 3 clusters Score -2176040 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -2176055.500000 Penalty: 2913.815430
	Iteration 44Q: 3 clusters Score -2176056 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -2176079.000000 Penalty: 2913.815430
	Iteration 45Q: 3 clusters Score -2176079 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -2176102.500000 Penalty: 2913.815430
	Iteration 46Q: 3 clusters Score -2176102 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -2176112.000000 Penalty: 2913.815430
	Iteration 47Q: 3 clusters Score -2176112 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -2176141.500000 Penalty: 2913.815430
	Iteration 48Q: 3 clusters Score -2176142 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -2176163.500000 Penalty: 2913.815430
	Iteration 49Q: 3 clusters Score -2176164 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -2176179.000000 Penalty: 2913.815430
	Iteration 50Q: 3 clusters Score -2176179 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -2176200.750000 Penalty: 2913.815430
	Iteration 51Q: 3 clusters Score -2176201 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -2176233.250000 Penalty: 2913.815430
	Iteration 52Q: 3 clusters Score -2176233 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -2176257.250000 Penalty: 2913.815430
	Iteration 53Q: 3 clusters Score -2176257 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -2176284.000000 Penalty: 2913.815430
	Iteration 54Q: 3 clusters Score -2176284 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -2176313.250000 Penalty: 2913.815430
	Iteration 55Q: 3 clusters Score -2176313 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -2176341.000000 Penalty: 2913.815430
	Iteration 56Q: 3 clusters Score -2176341 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -2176354.750000 Penalty: 2913.815430
	Iteration 57Q: 3 clusters Score -2176355 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -2176381.500000 Penalty: 2913.815430
	Iteration 58Q: 3 clusters Score -2176382 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -2176401.500000 Penalty: 2913.815430
	Iteration 59Q: 3 clusters Score -2176402 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -2176413.750000 Penalty: 2913.815430
	Iteration 60F: 3 clusters Score -2176414 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -2176437.750000 Penalty: 2913.815430
	Iteration 61Q: 3 clusters Score -2176438 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -2176461.250000 Penalty: 2913.815430
	Iteration 62Q: 3 clusters Score -2176461 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -2176482.000000 Penalty: 2913.815430
	Iteration 63Q: 3 clusters Score -2176482 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -2176504.500000 Penalty: 2913.815430
	Iteration 64Q: 3 clusters Score -2176504 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -2176522.000000 Penalty: 2913.815430
	Iteration 65Q: 3 clusters Score -2176522 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -2176534.750000 Penalty: 2913.815430
	Iteration 66Q: 3 clusters Score -2176535 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -2176553.750000 Penalty: 2913.815430
	Iteration 67Q: 3 clusters Score -2176554 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -2176582.250000 Penalty: 2913.815430
	Iteration 68Q: 3 clusters Score -2176582 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -2176597.500000 Penalty: 2913.815430
	Iteration 69Q: 3 clusters Score -2176598 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -2176610.000000 Penalty: 2913.815430
	Iteration 70Q: 3 clusters Score -2176610 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -2176632.250000 Penalty: 2913.815430
	Iteration 71Q: 3 clusters Score -2176632 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -2176660.500000 Penalty: 2913.815430
	Iteration 72Q: 3 clusters Score -2176660 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -2176692.250000 Penalty: 2913.815430
	Iteration 73Q: 3 clusters Score -2176692 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -2176731.250000 Penalty: 2913.815430
	Iteration 74Q: 3 clusters Score -2176731 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -2176772.250000 Penalty: 2913.815430
	Iteration 75Q: 3 clusters Score -2176772 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -2176813.500000 Penalty: 2913.815430
	Iteration 76Q: 3 clusters Score -2176814 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -2176838.500000 Penalty: 2913.815430
	Iteration 77Q: 3 clusters Score -2176838 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -2176869.250000 Penalty: 2913.815430
	Iteration 78Q: 3 clusters Score -2176869 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -2176910.000000 Penalty: 2913.815430
	Iteration 79Q: 3 clusters Score -2176910 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -2176948.250000 Penalty: 2913.815430
	Iteration 80F: 3 clusters Score -2176948 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -2176990.500000 Penalty: 2913.815430
	Iteration 81Q: 3 clusters Score -2176990 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -2177026.500000 Penalty: 2913.815430
	Iteration 82Q: 3 clusters Score -2177026 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -2177075.250000 Penalty: 2913.815430
	Iteration 83Q: 3 clusters Score -2177075 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -2177112.500000 Penalty: 2913.815430
	Iteration 84Q: 3 clusters Score -2177112 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -2177158.000000 Penalty: 2913.815430
	Iteration 85Q: 3 clusters Score -2177158 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -2177201.250000 Penalty: 2913.815430
	Iteration 86Q: 3 clusters Score -2177201 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -2177230.250000 Penalty: 2913.815430
	Iteration 87Q: 3 clusters Score -2177230 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -2177262.250000 Penalty: 2913.815430
	Iteration 88Q: 3 clusters Score -2177262 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -2177301.000000 Penalty: 2913.815430
	Iteration 89Q: 3 clusters Score -2177301 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -2177323.000000 Penalty: 2913.815430
	Iteration 90Q: 3 clusters Score -2177323 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -2177339.500000 Penalty: 2913.815430
	Iteration 91Q: 3 clusters Score -2177340 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -2177344.750000 Penalty: 2913.815430
	Iteration 92Q: 3 clusters Score -2177345 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -2177361.750000 Penalty: 2913.815430
	Iteration 93Q: 3 clusters Score -2177362 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -2177387.750000 Penalty: 2913.815430
	Iteration 94Q: 3 clusters Score -2177388 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -2177399.000000 Penalty: 2913.815430
	Iteration 95Q: 3 clusters Score -2177399 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -2177408.000000 Penalty: 2913.815430
	Iteration 96Q: 3 clusters Score -2177408 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -2177423.750000 Penalty: 2913.815430
	Iteration 97Q: 3 clusters Score -2177424 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -2177432.500000 Penalty: 2913.815430
	Iteration 98Q: 3 clusters Score -2177432 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -2177442.750000 Penalty: 2913.815430
	Iteration 99Q: 3 clusters Score -2177443 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -2177459.500000 Penalty: 2913.815430
	Iteration 100F: 3 clusters Score -2177460 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -2177476.500000 Penalty: 2913.815430
	Iteration 101Q: 3 clusters Score -2177476 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -2177480.250000 Penalty: 2913.815430
	Iteration 102Q: 3 clusters Score -2177480 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -2177489.750000 Penalty: 2913.815430
	Iteration 103Q: 3 clusters Score -2177490 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -2177499.500000 Penalty: 2913.815430
	Iteration 104Q: 3 clusters Score -2177500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -2177498.250000 Penalty: 2913.815430
	Iteration 105Q: 3 clusters Score -2177498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -2177501.750000 Penalty: 2913.815430
	Iteration 106Q: 3 clusters Score -2177502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -2177513.750000 Penalty: 2913.815430
	Iteration 107Q: 3 clusters Score -2177514 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -2177518.500000 Penalty: 2913.815430
	Iteration 108Q: 3 clusters Score -2177518 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -2177523.250000 Penalty: 2913.815430
	Iteration 109Q: 3 clusters Score -2177523 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -2177530.000000 Penalty: 2913.815430
	Iteration 110Q: 3 clusters Score -2177530 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -2177539.250000 Penalty: 2913.815430
	Iteration 111Q: 3 clusters Score -2177539 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -2177542.000000 Penalty: 2913.815430
	Iteration 112Q: 3 clusters Score -2177542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -2177548.500000 Penalty: 2913.815430
	Iteration 113Q: 3 clusters Score -2177548 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -2177558.500000 Penalty: 2913.815430
	Iteration 114Q: 3 clusters Score -2177558 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -2177565.500000 Penalty: 2913.815430
	Iteration 115Q: 3 clusters Score -2177566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -2177571.000000 Penalty: 2913.815430
	Iteration 116Q: 3 clusters Score -2177571 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -2177582.500000 Penalty: 2913.815430
	Iteration 117Q: 3 clusters Score -2177582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -2177578.750000 Penalty: 2913.815430
	Iteration 118Q: 3 clusters Score -2177579 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -2177588.000000 Penalty: 2913.815430
	Iteration 119Q: 3 clusters Score -2177588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -2177586.000000 Penalty: 2913.815430
	Iteration 120F: 3 clusters Score -2177586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -2177591.750000 Penalty: 2913.815430
	Iteration 121Q: 3 clusters Score -2177592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -2177593.000000 Penalty: 2913.815430
	Iteration 122Q: 3 clusters Score -2177593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -2177593.500000 Penalty: 2913.815430
	Iteration 123Q: 3 clusters Score -2177594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -2177594.500000 Penalty: 2913.815430
	Iteration 124Q: 3 clusters Score -2177594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -2177598.250000 Penalty: 2913.815430
	Iteration 125Q: 3 clusters Score -2177598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -2177598.500000 Penalty: 2913.815430
	Iteration 126Q: 3 clusters Score -2177598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -2177597.500000 Penalty: 2913.815430
	Iteration 127Q: 3 clusters Score -2177598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -2177598.750000 Penalty: 2913.815430
	Iteration 128Q: 3 clusters Score -2177599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -2177598.500000 Penalty: 2913.815430
	Iteration 129Q: 3 clusters Score -2177598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -2177606.250000 Penalty: 2913.815430
	Iteration 130Q: 3 clusters Score -2177606 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -2177606.250000 Penalty: 2913.815430
	Iteration 131Q: 3 clusters Score -2177606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -2177609.000000 Penalty: 2913.815430
	Iteration 132Q: 3 clusters Score -2177609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -2177607.250000 Penalty: 2913.815430
	Iteration 133Q: 3 clusters Score -2177607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -2177611.250000 Penalty: 2913.815430
	Iteration 134Q: 3 clusters Score -2177611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -2177609.500000 Penalty: 2913.815430
	Iteration 135Q: 3 clusters Score -2177610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -2177609.500000 Penalty: 2913.815430
	Iteration 136F: 3 clusters Score -2177610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Entering Unmasked Estep 
Score: -1068927.750000 Penalty: 1353.141602
	Iteration 0F: 2 clusters Score -1068928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1062881.625000 Penalty: 2706.283203
	Iteration 0F: 3 clusters Score -1062882 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1064876.000000 Penalty: 2706.283203
	Iteration 1F: 3 clusters Score -1064876 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1065171.000000 Penalty: 2706.283203
	Iteration 2F: 3 clusters Score -1065171 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1065421.375000 Penalty: 2706.283203
	Iteration 3F: 3 clusters Score -1065421 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1065667.750000 Penalty: 2706.283203
	Iteration 4Q: 3 clusters Score -1065668 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1065923.125000 Penalty: 2706.283203
	Iteration 5Q: 3 clusters Score -1065923 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1066185.750000 Penalty: 2706.283203
	Iteration 6Q: 3 clusters Score -1066186 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1066487.750000 Penalty: 2706.283203
	Iteration 7Q: 3 clusters Score -1066488 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1066809.500000 Penalty: 2706.283203
	Iteration 8Q: 3 clusters Score -1066810 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1067153.750000 Penalty: 2706.283203
	Iteration 9Q: 3 clusters Score -1067154 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1067458.875000 Penalty: 2706.283203
	Iteration 10Q: 3 clusters Score -1067459 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1067742.625000 Penalty: 2706.283203
	Iteration 11Q: 3 clusters Score -1067743 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1067961.125000 Penalty: 2706.283203
	Iteration 12Q: 3 clusters Score -1067961 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1068100.250000 Penalty: 2706.283203
	Iteration 13Q: 3 clusters Score -1068100 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1068182.500000 Penalty: 2706.283203
	Iteration 14Q: 3 clusters Score -1068182 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1068238.000000 Penalty: 2706.283203
	Iteration 15Q: 3 clusters Score -1068238 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1068277.125000 Penalty: 2706.283203
	Iteration 16Q: 3 clusters Score -1068277 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1068299.500000 Penalty: 2706.283203
	Iteration 17Q: 3 clusters Score -1068300 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1068314.875000 Penalty: 2706.283203
	Iteration 18Q: 3 clusters Score -1068315 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1068322.000000 Penalty: 2706.283203
	Iteration 19Q: 3 clusters Score -1068322 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1068336.000000 Penalty: 2706.283203
	Iteration 20F: 3 clusters Score -1068336 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1068345.125000 Penalty: 2706.283203
	Iteration 21Q: 3 clusters Score -1068345 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1068349.750000 Penalty: 2706.283203
	Iteration 22Q: 3 clusters Score -1068350 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1068354.500000 Penalty: 2706.283203
	Iteration 23Q: 3 clusters Score -1068354 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1068357.750000 Penalty: 2706.283203
	Iteration 24Q: 3 clusters Score -1068358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1068358.625000 Penalty: 2706.283203
	Iteration 25Q: 3 clusters Score -1068359 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1068360.250000 Penalty: 2706.283203
	Iteration 26Q: 3 clusters Score -1068360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1068360.750000 Penalty: 2706.283203
	Iteration 27Q: 3 clusters Score -1068361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1068362.500000 Penalty: 2706.283203
	Iteration 28Q: 3 clusters Score -1068362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1068364.250000 Penalty: 2706.283203
	Iteration 29Q: 3 clusters Score -1068364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1068363.375000 Penalty: 2706.283203
	Iteration 30Q: 3 clusters Score -1068363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1068365.000000 Penalty: 2706.283203
	Iteration 31Q: 3 clusters Score -1068365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1068366.875000 Penalty: 2706.283203
	Iteration 32Q: 3 clusters Score -1068367 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1068369.625000 Penalty: 2706.283203
	Iteration 33Q: 3 clusters Score -1068370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1068369.125000 Penalty: 2706.283203
	Iteration 34Q: 3 clusters Score -1068369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1068372.375000 Penalty: 2706.283203
	Iteration 35Q: 3 clusters Score -1068372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1068372.625000 Penalty: 2706.283203
	Iteration 36Q: 3 clusters Score -1068373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1068370.875000 Penalty: 2706.283203
	Iteration 37Q: 3 clusters Score -1068371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1068370.250000 Penalty: 2706.283203
	Iteration 38Q: 3 clusters Score -1068370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1068370.250000 Penalty: 2706.283203
	Iteration 39F: 3 clusters Score -1068370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (72084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72084 members 
Entering Unmasked Estep 
Score: -9097306.000000 Penalty: 1664.415405
	Iteration 0F: 2 clusters Score -9097306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35892 members 
Mstep: Class 2 contains 36192 members 
Entering Unmasked Estep 
Score: -9053665.000000 Penalty: 3328.830811
	Iteration 0F: 3 clusters Score -9053665 nChanged 33583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34037 members 
Mstep: Class 2 contains 38047 members 
Entering Unmasked Estep 
Score: -9072958.000000 Penalty: 3328.830811
	Iteration 1F: 3 clusters Score -9072958 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32824 members 
Mstep: Class 2 contains 39260 members 
Entering Unmasked Estep 
Score: -9073763.000000 Penalty: 3328.830811
	Iteration 2Q: 3 clusters Score -9073763 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31065 members 
Mstep: Class 2 contains 41019 members 
Entering Unmasked Estep 
Score: -9074853.000000 Penalty: 3328.830811
	Iteration 3Q: 3 clusters Score -9074853 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28452 members 
Mstep: Class 2 contains 43632 members 
Entering Unmasked Estep 
Score: -9076499.000000 Penalty: 3328.830811
	Iteration 4F: 3 clusters Score -9076499 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24971 members 
Mstep: Class 2 contains 47113 members 
Entering Unmasked Estep 
Score: -9078849.000000 Penalty: 3328.830811
	Iteration 5F: 3 clusters Score -9078849 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 51276 members 
Entering Unmasked Estep 
Score: -9081714.000000 Penalty: 3328.830811
	Iteration 6F: 3 clusters Score -9081714 nChanged 5070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 55616 members 
Entering Unmasked Estep 
Score: -9084833.000000 Penalty: 3328.830811
	Iteration 7F: 3 clusters Score -9084833 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 59609 members 
Entering Unmasked Estep 
Score: -9087703.000000 Penalty: 3328.830811
	Iteration 8F: 3 clusters Score -9087703 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 62911 members 
Entering Unmasked Estep 
Score: -9090159.000000 Penalty: 3328.830811
	Iteration 9Q: 3 clusters Score -9090159 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 65555 members 
Entering Unmasked Estep 
Score: -9092178.000000 Penalty: 3328.830811
	Iteration 10Q: 3 clusters Score -9092178 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 67484 members 
Entering Unmasked Estep 
Score: -9093668.000000 Penalty: 3328.830811
	Iteration 11Q: 3 clusters Score -9093668 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 68806 members 
Entering Unmasked Estep 
Score: -9094538.000000 Penalty: 3328.830811
	Iteration 12Q: 3 clusters Score -9094538 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 69665 members 
Entering Unmasked Estep 
Score: -9095073.000000 Penalty: 3328.830811
	Iteration 13Q: 3 clusters Score -9095073 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 70242 members 
Entering Unmasked Estep 
Score: -9095409.000000 Penalty: 3328.830811
	Iteration 14Q: 3 clusters Score -9095409 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 70606 members 
Entering Unmasked Estep 
Score: -9095607.000000 Penalty: 3328.830811
	Iteration 15Q: 3 clusters Score -9095607 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 70853 members 
Entering Unmasked Estep 
Score: -9095713.000000 Penalty: 3328.830811
	Iteration 16Q: 3 clusters Score -9095713 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 71013 members 
Entering Unmasked Estep 
Score: -9095782.000000 Penalty: 3328.830811
	Iteration 17Q: 3 clusters Score -9095782 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 71126 members 
Entering Unmasked Estep 
Score: -9095826.000000 Penalty: 3328.830811
	Iteration 18Q: 3 clusters Score -9095826 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 71197 members 
Entering Unmasked Estep 
Score: -9095893.000000 Penalty: 3328.830811
	Iteration 19Q: 3 clusters Score -9095893 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 71255 members 
Entering Unmasked Estep 
Score: -9095943.000000 Penalty: 3328.830811
	Iteration 20F: 3 clusters Score -9095943 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 71294 members 
Entering Unmasked Estep 
Score: -9095964.000000 Penalty: 3328.830811
	Iteration 21Q: 3 clusters Score -9095964 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 71331 members 
Entering Unmasked Estep 
Score: -9095981.000000 Penalty: 3328.830811
	Iteration 22Q: 3 clusters Score -9095981 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 71364 members 
Entering Unmasked Estep 
Score: -9096009.000000 Penalty: 3328.830811
	Iteration 23Q: 3 clusters Score -9096009 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 71392 members 
Entering Unmasked Estep 
Score: -9096025.000000 Penalty: 3328.830811
	Iteration 24Q: 3 clusters Score -9096025 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 71408 members 
Entering Unmasked Estep 
Score: -9096039.000000 Penalty: 3328.830811
	Iteration 25Q: 3 clusters Score -9096039 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 71423 members 
Entering Unmasked Estep 
Score: -9096043.000000 Penalty: 3328.830811
	Iteration 26Q: 3 clusters Score -9096043 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 71443 members 
Entering Unmasked Estep 
Score: -9096039.000000 Penalty: 3328.830811
	Iteration 27Q: 3 clusters Score -9096039 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 71459 members 
Entering Unmasked Estep 
Score: -9096056.000000 Penalty: 3328.830811
	Iteration 28Q: 3 clusters Score -9096056 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 71470 members 
Entering Unmasked Estep 
Score: -9096063.000000 Penalty: 3328.830811
	Iteration 29Q: 3 clusters Score -9096063 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 71476 members 
Entering Unmasked Estep 
Score: -9096074.000000 Penalty: 3328.830811
	Iteration 30Q: 3 clusters Score -9096074 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 71484 members 
Entering Unmasked Estep 
Score: -9096080.000000 Penalty: 3328.830811
	Iteration 31Q: 3 clusters Score -9096080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 71489 members 
Entering Unmasked Estep 
Score: -9096083.000000 Penalty: 3328.830811
	Iteration 32Q: 3 clusters Score -9096083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 71487 members 
Entering Unmasked Estep 
Score: -9096087.000000 Penalty: 3328.830811
	Iteration 33Q: 3 clusters Score -9096087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 71487 members 
Entering Unmasked Estep 
Score: -9096084.000000 Penalty: 3328.830811
	Iteration 34Q: 3 clusters Score -9096084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 71488 members 
Entering Unmasked Estep 
Score: -9096088.000000 Penalty: 3328.830811
	Iteration 35Q: 3 clusters Score -9096088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 71491 members 
Entering Unmasked Estep 
Score: -9096093.000000 Penalty: 3328.830811
	Iteration 36Q: 3 clusters Score -9096093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 71495 members 
Entering Unmasked Estep 
Score: -9096093.000000 Penalty: 3328.830811
	Iteration 37Q: 3 clusters Score -9096093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 71499 members 
Entering Unmasked Estep 
Score: -9096106.000000 Penalty: 3328.830811
	Iteration 38Q: 3 clusters Score -9096106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 71509 members 
Entering Unmasked Estep 
Score: -9096107.000000 Penalty: 3328.830811
	Iteration 39Q: 3 clusters Score -9096107 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 71516 members 
Entering Unmasked Estep 
Score: -9096109.000000 Penalty: 3328.830811
	Iteration 40F: 3 clusters Score -9096109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 71522 members 
Entering Unmasked Estep 
Score: -9096112.000000 Penalty: 3328.830811
	Iteration 41Q: 3 clusters Score -9096112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 71526 members 
Entering Unmasked Estep 
Score: -9096119.000000 Penalty: 3328.830811
	Iteration 42Q: 3 clusters Score -9096119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 71527 members 
Entering Unmasked Estep 
Score: -9096123.000000 Penalty: 3328.830811
	Iteration 43Q: 3 clusters Score -9096123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 71528 members 
Entering Unmasked Estep 
Score: -9096124.000000 Penalty: 3328.830811
	Iteration 44Q: 3 clusters Score -9096124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 71529 members 
Entering Unmasked Estep 
Score: -9096120.000000 Penalty: 3328.830811
	Iteration 45Q: 3 clusters Score -9096120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 71529 members 
Entering Unmasked Estep 
Score: -9096120.000000 Penalty: 3328.830811
	Iteration 46F: 3 clusters Score -9096120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -54681.871094 Penalty: 951.863159
	Iteration 0F: 2 clusters Score -54681.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -53795.781250 Penalty: 1903.726318
	Iteration 0F: 3 clusters Score -53795.78 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -54116.640625 Penalty: 1903.726318
	Iteration 1F: 3 clusters Score -54116.64 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -54242.921875 Penalty: 1903.726318
	Iteration 2F: 3 clusters Score -54242.92 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -54307.988281 Penalty: 1903.726318
	Iteration 3Q: 3 clusters Score -54307.99 nChanged 15
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: -54339.050781 Penalty: 1903.726318
	Iteration 4Q: 3 clusters Score -54339.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -54352.847656 Penalty: 1903.726318
	Iteration 5Q: 3 clusters Score -54352.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -54364.539062 Penalty: 1903.726318
	Iteration 6Q: 3 clusters Score -54364.54 nChanged 1
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: -54365.070312 Penalty: 1903.726318
	Iteration 7Q: 3 clusters Score -54365.07 nChanged 0
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: -54365.070312 Penalty: 1903.726318
	Iteration 8F: 3 clusters Score -54365.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Entering Unmasked Estep 
Score: -149509.078125 Penalty: 1063.322510
	Iteration 0F: 2 clusters Score -149509.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -148065.593750 Penalty: 2126.645020
	Iteration 0F: 3 clusters Score -148065.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -148375.765625 Penalty: 2126.645020
	Iteration 1F: 3 clusters Score -148375.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -148473.062500 Penalty: 2126.645020
	Iteration 2F: 3 clusters Score -148473.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -148522.406250 Penalty: 2126.645020
	Iteration 3Q: 3 clusters Score -148522.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -148541.890625 Penalty: 2126.645020
	Iteration 4Q: 3 clusters Score -148541.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -148553.734375 Penalty: 2126.645020
	Iteration 5Q: 3 clusters Score -148553.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -148559.703125 Penalty: 2126.645020
	Iteration 6Q: 3 clusters Score -148559.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -148565.781250 Penalty: 2126.645020
	Iteration 7Q: 3 clusters Score -148565.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -148572.468750 Penalty: 2126.645020
	Iteration 8Q: 3 clusters Score -148572.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -148578.484375 Penalty: 2126.645020
	Iteration 9Q: 3 clusters Score -148578.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -148582.953125 Penalty: 2126.645020
	Iteration 10Q: 3 clusters Score -148583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -148584.000000 Penalty: 2126.645020
	Iteration 11Q: 3 clusters Score -148584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -148585.625000 Penalty: 2126.645020
	Iteration 12Q: 3 clusters Score -148585.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -148587.828125 Penalty: 2126.645020
	Iteration 13Q: 3 clusters Score -148587.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -148591.578125 Penalty: 2126.645020
	Iteration 14Q: 3 clusters Score -148591.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -148595.515625 Penalty: 2126.645020
	Iteration 15Q: 3 clusters Score -148595.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -148597.062500 Penalty: 2126.645020
	Iteration 16Q: 3 clusters Score -148597.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -148597.328125 Penalty: 2126.645020
	Iteration 17Q: 3 clusters Score -148597.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -148597.328125 Penalty: 2126.645020
	Iteration 18F: 3 clusters Score -148597.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (47906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47906 members 
Entering Unmasked Estep 
Score: -6102173.000000 Penalty: 1603.616943
	Iteration 0F: 2 clusters Score -6102173 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 24058 members 
Entering Unmasked Estep 
Score: -6071361.500000 Penalty: 3207.233887
	Iteration 0F: 3 clusters Score -6071362 nChanged 22222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22820 members 
Mstep: Class 2 contains 25086 members 
Entering Unmasked Estep 
Score: -6083674.500000 Penalty: 3207.233887
	Iteration 1F: 3 clusters Score -6083674 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 25805 members 
Entering Unmasked Estep 
Score: -6084282.000000 Penalty: 3207.233887
	Iteration 2Q: 3 clusters Score -6084282 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 26859 members 
Entering Unmasked Estep 
Score: -6084946.000000 Penalty: 3207.233887
	Iteration 3Q: 3 clusters Score -6084946 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 28364 members 
Entering Unmasked Estep 
Score: -6085783.000000 Penalty: 3207.233887
	Iteration 4Q: 3 clusters Score -6085783 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 30433 members 
Entering Unmasked Estep 
Score: -6087050.000000 Penalty: 3207.233887
	Iteration 5F: 3 clusters Score -6087050 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 33128 members 
Entering Unmasked Estep 
Score: -6088901.500000 Penalty: 3207.233887
	Iteration 6F: 3 clusters Score -6088902 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 36312 members 
Entering Unmasked Estep 
Score: -6091363.500000 Penalty: 3207.233887
	Iteration 7F: 3 clusters Score -6091364 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 39605 members 
Entering Unmasked Estep 
Score: -6094052.500000 Penalty: 3207.233887
	Iteration 8F: 3 clusters Score -6094052 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 42616 members 
Entering Unmasked Estep 
Score: -6096735.000000 Penalty: 3207.233887
	Iteration 9F: 3 clusters Score -6096735 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 44894 members 
Entering Unmasked Estep 
Score: -6098728.500000 Penalty: 3207.233887
	Iteration 10Q: 3 clusters Score -6098728 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 46229 members 
Entering Unmasked Estep 
Score: -6099858.000000 Penalty: 3207.233887
	Iteration 11Q: 3 clusters Score -6099858 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 46890 members 
Entering Unmasked Estep 
Score: -6100336.000000 Penalty: 3207.233887
	Iteration 12Q: 3 clusters Score -6100336 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 47181 members 
Entering Unmasked Estep 
Score: -6100565.500000 Penalty: 3207.233887
	Iteration 13Q: 3 clusters Score -6100566 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 47334 members 
Entering Unmasked Estep 
Score: -6100691.500000 Penalty: 3207.233887
	Iteration 14Q: 3 clusters Score -6100692 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 47407 members 
Entering Unmasked Estep 
Score: -6100767.500000 Penalty: 3207.233887
	Iteration 15Q: 3 clusters Score -6100768 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 47451 members 
Entering Unmasked Estep 
Score: -6100800.500000 Penalty: 3207.233887
	Iteration 16Q: 3 clusters Score -6100800 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 47469 members 
Entering Unmasked Estep 
Score: -6100826.500000 Penalty: 3207.233887
	Iteration 17Q: 3 clusters Score -6100826 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 47482 members 
Entering Unmasked Estep 
Score: -6100851.500000 Penalty: 3207.233887
	Iteration 18Q: 3 clusters Score -6100852 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 47495 members 
Entering Unmasked Estep 
Score: -6100863.000000 Penalty: 3207.233887
	Iteration 19Q: 3 clusters Score -6100863 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 47507 members 
Entering Unmasked Estep 
Score: -6100874.000000 Penalty: 3207.233887
	Iteration 20F: 3 clusters Score -6100874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 47515 members 
Entering Unmasked Estep 
Score: -6100877.000000 Penalty: 3207.233887
	Iteration 21Q: 3 clusters Score -6100877 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 47518 members 
Entering Unmasked Estep 
Score: -6100880.500000 Penalty: 3207.233887
	Iteration 22Q: 3 clusters Score -6100880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 47524 members 
Entering Unmasked Estep 
Score: -6100895.000000 Penalty: 3207.233887
	Iteration 23Q: 3 clusters Score -6100895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 47530 members 
Entering Unmasked Estep 
Score: -6100900.000000 Penalty: 3207.233887
	Iteration 24Q: 3 clusters Score -6100900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 47534 members 
Entering Unmasked Estep 
Score: -6100909.500000 Penalty: 3207.233887
	Iteration 25Q: 3 clusters Score -6100910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 47538 members 
Entering Unmasked Estep 
Score: -6100917.000000 Penalty: 3207.233887
	Iteration 26Q: 3 clusters Score -6100917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 47540 members 
Entering Unmasked Estep 
Score: -6100927.500000 Penalty: 3207.233887
	Iteration 27Q: 3 clusters Score -6100928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 47544 members 
Entering Unmasked Estep 
Score: -6100927.000000 Penalty: 3207.233887
	Iteration 28Q: 3 clusters Score -6100927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 47546 members 
Entering Unmasked Estep 
Score: -6100927.500000 Penalty: 3207.233887
	Iteration 29Q: 3 clusters Score -6100928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 47547 members 
Entering Unmasked Estep 
Score: -6100928.000000 Penalty: 3207.233887
	Iteration 30Q: 3 clusters Score -6100928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 47548 members 
Entering Unmasked Estep 
Score: -6100927.500000 Penalty: 3207.233887
	Iteration 31Q: 3 clusters Score -6100928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 47548 members 
Entering Unmasked Estep 
Score: -6100927.500000 Penalty: 3207.233887
	Iteration 32F: 3 clusters Score -6100928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (34476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34476 members 
Entering Unmasked Estep 
Score: -4360385.000000 Penalty: 1554.665283
	Iteration 0F: 2 clusters Score -4360385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -4337900.500000 Penalty: 3109.330566
	Iteration 0F: 3 clusters Score -4337900 nChanged 15573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -4346264.500000 Penalty: 3109.330566
	Iteration 1F: 3 clusters Score -4346264 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -4346691.500000 Penalty: 3109.330566
	Iteration 2Q: 3 clusters Score -4346692 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -4347045.000000 Penalty: 3109.330566
	Iteration 3Q: 3 clusters Score -4347045 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -4347461.000000 Penalty: 3109.330566
	Iteration 4Q: 3 clusters Score -4347461 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -4347866.500000 Penalty: 3109.330566
	Iteration 5Q: 3 clusters Score -4347866 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -4348330.000000 Penalty: 3109.330566
	Iteration 6Q: 3 clusters Score -4348330 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -4348896.000000 Penalty: 3109.330566
	Iteration 7Q: 3 clusters Score -4348896 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -4349572.000000 Penalty: 3109.330566
	Iteration 8Q: 3 clusters Score -4349572 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -4350395.000000 Penalty: 3109.330566
	Iteration 9Q: 3 clusters Score -4350395 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -4351406.000000 Penalty: 3109.330566
	Iteration 10Q: 3 clusters Score -4351406 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22794 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -4352508.000000 Penalty: 3109.330566
	Iteration 11Q: 3 clusters Score -4352508 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24106 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -4353549.500000 Penalty: 3109.330566
	Iteration 12Q: 3 clusters Score -4353550 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25484 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -4354650.500000 Penalty: 3109.330566
	Iteration 13Q: 3 clusters Score -4354650 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -4355591.000000 Penalty: 3109.330566
	Iteration 14Q: 3 clusters Score -4355591 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28096 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -4356405.000000 Penalty: 3109.330566
	Iteration 15Q: 3 clusters Score -4356405 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29177 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -4357071.500000 Penalty: 3109.330566
	Iteration 16Q: 3 clusters Score -4357072 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30095 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -4357561.500000 Penalty: 3109.330566
	Iteration 17Q: 3 clusters Score -4357562 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30855 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -4357996.000000 Penalty: 3109.330566
	Iteration 18Q: 3 clusters Score -4357996 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31437 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -4358314.000000 Penalty: 3109.330566
	Iteration 19Q: 3 clusters Score -4358314 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31909 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -4358547.500000 Penalty: 3109.330566
	Iteration 20F: 3 clusters Score -4358548 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32280 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -4358734.500000 Penalty: 3109.330566
	Iteration 21Q: 3 clusters Score -4358734 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32534 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -4358859.000000 Penalty: 3109.330566
	Iteration 22Q: 3 clusters Score -4358859 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32734 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -4358984.000000 Penalty: 3109.330566
	Iteration 23Q: 3 clusters Score -4358984 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32898 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -4359073.500000 Penalty: 3109.330566
	Iteration 24Q: 3 clusters Score -4359074 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33013 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -4359133.000000 Penalty: 3109.330566
	Iteration 25Q: 3 clusters Score -4359133 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33113 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -4359181.500000 Penalty: 3109.330566
	Iteration 26Q: 3 clusters Score -4359182 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33193 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -4359232.000000 Penalty: 3109.330566
	Iteration 27Q: 3 clusters Score -4359232 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33262 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -4359282.500000 Penalty: 3109.330566
	Iteration 28Q: 3 clusters Score -4359282 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33316 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -4359318.000000 Penalty: 3109.330566
	Iteration 29Q: 3 clusters Score -4359318 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33359 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -4359345.500000 Penalty: 3109.330566
	Iteration 30Q: 3 clusters Score -4359346 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33393 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -4359368.500000 Penalty: 3109.330566
	Iteration 31Q: 3 clusters Score -4359368 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33431 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -4359399.500000 Penalty: 3109.330566
	Iteration 32Q: 3 clusters Score -4359400 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33460 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -4359416.000000 Penalty: 3109.330566
	Iteration 33Q: 3 clusters Score -4359416 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33486 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -4359425.500000 Penalty: 3109.330566
	Iteration 34Q: 3 clusters Score -4359426 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33501 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -4359429.500000 Penalty: 3109.330566
	Iteration 35Q: 3 clusters Score -4359430 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33521 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -4359444.500000 Penalty: 3109.330566
	Iteration 36Q: 3 clusters Score -4359444 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33543 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -4359465.000000 Penalty: 3109.330566
	Iteration 37Q: 3 clusters Score -4359465 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33556 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -4359470.500000 Penalty: 3109.330566
	Iteration 38Q: 3 clusters Score -4359470 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33569 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -4359481.500000 Penalty: 3109.330566
	Iteration 39Q: 3 clusters Score -4359482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33577 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -4359483.500000 Penalty: 3109.330566
	Iteration 40F: 3 clusters Score -4359484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33582 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -4359490.000000 Penalty: 3109.330566
	Iteration 41Q: 3 clusters Score -4359490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33586 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -4359489.500000 Penalty: 3109.330566
	Iteration 42Q: 3 clusters Score -4359490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33588 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -4359494.500000 Penalty: 3109.330566
	Iteration 43Q: 3 clusters Score -4359494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33589 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -4359496.500000 Penalty: 3109.330566
	Iteration 44Q: 3 clusters Score -4359496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33592 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -4359495.500000 Penalty: 3109.330566
	Iteration 45Q: 3 clusters Score -4359496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33592 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -4359495.500000 Penalty: 3109.330566
	Iteration 46F: 3 clusters Score -4359496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Entering Unmasked Estep 
Score: -379422.218750 Penalty: 1203.486694
	Iteration 0F: 2 clusters Score -379422.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -376772.062500 Penalty: 2406.973389
	Iteration 0F: 3 clusters Score -376772.1 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -377512.687500 Penalty: 2406.973389
	Iteration 1F: 3 clusters Score -377512.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -377709.968750 Penalty: 2406.973389
	Iteration 2F: 3 clusters Score -377710 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -377853.687500 Penalty: 2406.973389
	Iteration 3F: 3 clusters Score -377853.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -377953.531250 Penalty: 2406.973389
	Iteration 4Q: 3 clusters Score -377953.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -378045.093750 Penalty: 2406.973389
	Iteration 5Q: 3 clusters Score -378045.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -378121.937500 Penalty: 2406.973389
	Iteration 6Q: 3 clusters Score -378121.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -378195.937500 Penalty: 2406.973389
	Iteration 7Q: 3 clusters Score -378195.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -378256.906250 Penalty: 2406.973389
	Iteration 8Q: 3 clusters Score -378256.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -378316.812500 Penalty: 2406.973389
	Iteration 9Q: 3 clusters Score -378316.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -378369.343750 Penalty: 2406.973389
	Iteration 10Q: 3 clusters Score -378369.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -378411.781250 Penalty: 2406.973389
	Iteration 11Q: 3 clusters Score -378411.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -378432.781250 Penalty: 2406.973389
	Iteration 12Q: 3 clusters Score -378432.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -378445.500000 Penalty: 2406.973389
	Iteration 13Q: 3 clusters Score -378445.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -378460.468750 Penalty: 2406.973389
	Iteration 14Q: 3 clusters Score -378460.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -378477.906250 Penalty: 2406.973389
	Iteration 15Q: 3 clusters Score -378477.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -378490.000000 Penalty: 2406.973389
	Iteration 16Q: 3 clusters Score -378490 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -378505.156250 Penalty: 2406.973389
	Iteration 17Q: 3 clusters Score -378505.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -378523.781250 Penalty: 2406.973389
	Iteration 18Q: 3 clusters Score -378523.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -378540.343750 Penalty: 2406.973389
	Iteration 19Q: 3 clusters Score -378540.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -378558.593750 Penalty: 2406.973389
	Iteration 20F: 3 clusters Score -378558.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -378576.343750 Penalty: 2406.973389
	Iteration 21Q: 3 clusters Score -378576.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -378604.500000 Penalty: 2406.973389
	Iteration 22Q: 3 clusters Score -378604.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -378630.156250 Penalty: 2406.973389
	Iteration 23Q: 3 clusters Score -378630.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -378653.937500 Penalty: 2406.973389
	Iteration 24Q: 3 clusters Score -378653.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -378667.500000 Penalty: 2406.973389
	Iteration 25Q: 3 clusters Score -378667.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -378679.625000 Penalty: 2406.973389
	Iteration 26Q: 3 clusters Score -378679.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -378688.656250 Penalty: 2406.973389
	Iteration 27Q: 3 clusters Score -378688.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -378700.343750 Penalty: 2406.973389
	Iteration 28Q: 3 clusters Score -378700.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -378705.812500 Penalty: 2406.973389
	Iteration 29Q: 3 clusters Score -378705.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -378709.718750 Penalty: 2406.973389
	Iteration 30Q: 3 clusters Score -378709.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -378711.843750 Penalty: 2406.973389
	Iteration 31Q: 3 clusters Score -378711.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -378714.937500 Penalty: 2406.973389
	Iteration 32Q: 3 clusters Score -378714.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -378719.000000 Penalty: 2406.973389
	Iteration 33Q: 3 clusters Score -378719 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -378723.312500 Penalty: 2406.973389
	Iteration 34Q: 3 clusters Score -378723.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -378730.312500 Penalty: 2406.973389
	Iteration 35Q: 3 clusters Score -378730.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -378734.468750 Penalty: 2406.973389
	Iteration 36Q: 3 clusters Score -378734.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -378736.906250 Penalty: 2406.973389
	Iteration 37Q: 3 clusters Score -378736.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -378739.218750 Penalty: 2406.973389
	Iteration 38Q: 3 clusters Score -378739.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -378740.031250 Penalty: 2406.973389
	Iteration 39Q: 3 clusters Score -378740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -378741.093750 Penalty: 2406.973389
	Iteration 40F: 3 clusters Score -378741.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -378742.093750 Penalty: 2406.973389
	Iteration 41Q: 3 clusters Score -378742.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -378746.406250 Penalty: 2406.973389
	Iteration 42Q: 3 clusters Score -378746.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -378752.406250 Penalty: 2406.973389
	Iteration 43Q: 3 clusters Score -378752.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -378756.718750 Penalty: 2406.973389
	Iteration 44Q: 3 clusters Score -378756.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -378758.343750 Penalty: 2406.973389
	Iteration 45Q: 3 clusters Score -378758.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -378759.812500 Penalty: 2406.973389
	Iteration 46Q: 3 clusters Score -378759.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -378760.437500 Penalty: 2406.973389
	Iteration 47Q: 3 clusters Score -378760.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -378762.437500 Penalty: 2406.973389
	Iteration 48Q: 3 clusters Score -378762.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -378762.375000 Penalty: 2406.973389
	Iteration 49Q: 3 clusters Score -378762.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -378762.375000 Penalty: 2406.973389
	Iteration 50Q: 3 clusters Score -378762.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -378762.937500 Penalty: 2406.973389
	Iteration 51Q: 3 clusters Score -378762.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -378763.593750 Penalty: 2406.973389
	Iteration 52Q: 3 clusters Score -378763.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -378763.312500 Penalty: 2406.973389
	Iteration 53Q: 3 clusters Score -378763.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -378763.750000 Penalty: 2406.973389
	Iteration 54Q: 3 clusters Score -378763.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -378765.375000 Penalty: 2406.973389
	Iteration 55Q: 3 clusters Score -378765.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -378767.875000 Penalty: 2406.973389
	Iteration 56Q: 3 clusters Score -378767.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -378771.062500 Penalty: 2406.973389
	Iteration 57Q: 3 clusters Score -378771.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -378774.250000 Penalty: 2406.973389
	Iteration 58Q: 3 clusters Score -378774.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -378775.937500 Penalty: 2406.973389
	Iteration 59Q: 3 clusters Score -378775.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -378780.062500 Penalty: 2406.973389
	Iteration 60F: 3 clusters Score -378780.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -378785.937500 Penalty: 2406.973389
	Iteration 61Q: 3 clusters Score -378785.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -378791.375000 Penalty: 2406.973389
	Iteration 62Q: 3 clusters Score -378791.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -378792.500000 Penalty: 2406.973389
	Iteration 63Q: 3 clusters Score -378792.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -378796.406250 Penalty: 2406.973389
	Iteration 64Q: 3 clusters Score -378796.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -378802.375000 Penalty: 2406.973389
	Iteration 65Q: 3 clusters Score -378802.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -378806.437500 Penalty: 2406.973389
	Iteration 66Q: 3 clusters Score -378806.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -378809.406250 Penalty: 2406.973389
	Iteration 67Q: 3 clusters Score -378809.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -378811.968750 Penalty: 2406.973389
	Iteration 68Q: 3 clusters Score -378812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -378814.875000 Penalty: 2406.973389
	Iteration 69Q: 3 clusters Score -378814.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -378817.468750 Penalty: 2406.973389
	Iteration 70Q: 3 clusters Score -378817.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -378819.281250 Penalty: 2406.973389
	Iteration 71Q: 3 clusters Score -378819.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -378820.187500 Penalty: 2406.973389
	Iteration 72Q: 3 clusters Score -378820.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -378820.312500 Penalty: 2406.973389
	Iteration 73Q: 3 clusters Score -378820.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -378820.312500 Penalty: 2406.973389
	Iteration 74F: 3 clusters Score -378820.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Entering Unmasked Estep 
Score: -682156.562500 Penalty: 1286.122681
	Iteration 0F: 2 clusters Score -682156.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -678090.250000 Penalty: 2572.245361
	Iteration 0F: 3 clusters Score -678090.2 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -679348.375000 Penalty: 2572.245361
	Iteration 1F: 3 clusters Score -679348.4 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -679595.875000 Penalty: 2572.245361
	Iteration 2F: 3 clusters Score -679595.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -679771.437500 Penalty: 2572.245361
	Iteration 3F: 3 clusters Score -679771.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -679913.500000 Penalty: 2572.245361
	Iteration 4Q: 3 clusters Score -679913.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -680033.125000 Penalty: 2572.245361
	Iteration 5Q: 3 clusters Score -680033.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -680134.875000 Penalty: 2572.245361
	Iteration 6Q: 3 clusters Score -680134.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -680249.125000 Penalty: 2572.245361
	Iteration 7Q: 3 clusters Score -680249.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -680355.625000 Penalty: 2572.245361
	Iteration 8Q: 3 clusters Score -680355.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -680466.500000 Penalty: 2572.245361
	Iteration 9Q: 3 clusters Score -680466.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -680593.187500 Penalty: 2572.245361
	Iteration 10Q: 3 clusters Score -680593.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -680748.562500 Penalty: 2572.245361
	Iteration 11Q: 3 clusters Score -680748.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -680879.875000 Penalty: 2572.245361
	Iteration 12Q: 3 clusters Score -680879.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -680990.875000 Penalty: 2572.245361
	Iteration 13Q: 3 clusters Score -680990.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -681096.625000 Penalty: 2572.245361
	Iteration 14Q: 3 clusters Score -681096.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -681194.312500 Penalty: 2572.245361
	Iteration 15Q: 3 clusters Score -681194.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -681291.187500 Penalty: 2572.245361
	Iteration 16Q: 3 clusters Score -681291.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -681388.875000 Penalty: 2572.245361
	Iteration 17Q: 3 clusters Score -681388.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -681466.375000 Penalty: 2572.245361
	Iteration 18Q: 3 clusters Score -681466.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -681525.000000 Penalty: 2572.245361
	Iteration 19Q: 3 clusters Score -681525 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -681576.937500 Penalty: 2572.245361
	Iteration 20F: 3 clusters Score -681576.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -681619.312500 Penalty: 2572.245361
	Iteration 21Q: 3 clusters Score -681619.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -681649.937500 Penalty: 2572.245361
	Iteration 22Q: 3 clusters Score -681649.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -681669.937500 Penalty: 2572.245361
	Iteration 23Q: 3 clusters Score -681669.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -681690.812500 Penalty: 2572.245361
	Iteration 24Q: 3 clusters Score -681690.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -681699.750000 Penalty: 2572.245361
	Iteration 25Q: 3 clusters Score -681699.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -681706.250000 Penalty: 2572.245361
	Iteration 26Q: 3 clusters Score -681706.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -681713.312500 Penalty: 2572.245361
	Iteration 27Q: 3 clusters Score -681713.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -681713.875000 Penalty: 2572.245361
	Iteration 28Q: 3 clusters Score -681713.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -681715.687500 Penalty: 2572.245361
	Iteration 29Q: 3 clusters Score -681715.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -681717.937500 Penalty: 2572.245361
	Iteration 30Q: 3 clusters Score -681717.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -681721.062500 Penalty: 2572.245361
	Iteration 31Q: 3 clusters Score -681721.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -681724.187500 Penalty: 2572.245361
	Iteration 32Q: 3 clusters Score -681724.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -681726.000000 Penalty: 2572.245361
	Iteration 33Q: 3 clusters Score -681726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -681726.125000 Penalty: 2572.245361
	Iteration 34Q: 3 clusters Score -681726.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -681725.812500 Penalty: 2572.245361
	Iteration 35Q: 3 clusters Score -681725.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -681725.812500 Penalty: 2572.245361
	Iteration 36F: 3 clusters Score -681725.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Entering Unmasked Estep 
Score: -2223677.750000 Penalty: 1454.811768
	Iteration 0F: 2 clusters Score -2223678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -2212108.750000 Penalty: 2909.623535
	Iteration 0F: 3 clusters Score -2212109 nChanged 7655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -2216240.000000 Penalty: 2909.623535
	Iteration 1F: 3 clusters Score -2216240 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -2216589.000000 Penalty: 2909.623535
	Iteration 2F: 3 clusters Score -2216589 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -2216833.500000 Penalty: 2909.623535
	Iteration 3Q: 3 clusters Score -2216834 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -2217026.250000 Penalty: 2909.623535
	Iteration 4Q: 3 clusters Score -2217026 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -2217188.500000 Penalty: 2909.623535
	Iteration 5Q: 3 clusters Score -2217188 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -2217321.500000 Penalty: 2909.623535
	Iteration 6Q: 3 clusters Score -2217322 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -2217433.500000 Penalty: 2909.623535
	Iteration 7Q: 3 clusters Score -2217434 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -2217547.000000 Penalty: 2909.623535
	Iteration 8Q: 3 clusters Score -2217547 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -2217639.500000 Penalty: 2909.623535
	Iteration 9Q: 3 clusters Score -2217640 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -2217722.500000 Penalty: 2909.623535
	Iteration 10Q: 3 clusters Score -2217722 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -2217839.750000 Penalty: 2909.623535
	Iteration 11Q: 3 clusters Score -2217840 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -2217999.250000 Penalty: 2909.623535
	Iteration 12Q: 3 clusters Score -2217999 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -2218211.000000 Penalty: 2909.623535
	Iteration 13Q: 3 clusters Score -2218211 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -2218518.000000 Penalty: 2909.623535
	Iteration 14Q: 3 clusters Score -2218518 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -2218939.500000 Penalty: 2909.623535
	Iteration 15Q: 3 clusters Score -2218940 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -2219508.000000 Penalty: 2909.623535
	Iteration 16F: 3 clusters Score -2219508 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -2220222.750000 Penalty: 2909.623535
	Iteration 17F: 3 clusters Score -2220223 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -2220957.500000 Penalty: 2909.623535
	Iteration 18F: 3 clusters Score -2220958 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -2221558.250000 Penalty: 2909.623535
	Iteration 19Q: 3 clusters Score -2221558 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -2221948.250000 Penalty: 2909.623535
	Iteration 20F: 3 clusters Score -2221948 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -2222159.500000 Penalty: 2909.623535
	Iteration 21Q: 3 clusters Score -2222160 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -2222270.250000 Penalty: 2909.623535
	Iteration 22Q: 3 clusters Score -2222270 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -2222350.250000 Penalty: 2909.623535
	Iteration 23Q: 3 clusters Score -2222350 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -2222403.500000 Penalty: 2909.623535
	Iteration 24Q: 3 clusters Score -2222404 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -2222443.000000 Penalty: 2909.623535
	Iteration 25Q: 3 clusters Score -2222443 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -2222472.500000 Penalty: 2909.623535
	Iteration 26Q: 3 clusters Score -2222472 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -2222496.000000 Penalty: 2909.623535
	Iteration 27Q: 3 clusters Score -2222496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -2222514.750000 Penalty: 2909.623535
	Iteration 28Q: 3 clusters Score -2222515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -2222521.750000 Penalty: 2909.623535
	Iteration 29Q: 3 clusters Score -2222522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -2222523.500000 Penalty: 2909.623535
	Iteration 30Q: 3 clusters Score -2222524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -2222530.000000 Penalty: 2909.623535
	Iteration 31Q: 3 clusters Score -2222530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -2222530.000000 Penalty: 2909.623535
	Iteration 32F: 3 clusters Score -2222530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Entering Unmasked Estep 
Score: -1246441.750000 Penalty: 1376.134277
	Iteration 0F: 2 clusters Score -1246442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1239457.250000 Penalty: 2752.268555
	Iteration 0F: 3 clusters Score -1239457 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1241747.500000 Penalty: 2752.268555
	Iteration 1F: 3 clusters Score -1241748 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1242121.375000 Penalty: 2752.268555
	Iteration 2F: 3 clusters Score -1242121 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1242412.000000 Penalty: 2752.268555
	Iteration 3F: 3 clusters Score -1242412 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1242733.000000 Penalty: 2752.268555
	Iteration 4Q: 3 clusters Score -1242733 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1243085.875000 Penalty: 2752.268555
	Iteration 5F: 3 clusters Score -1243086 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1243486.125000 Penalty: 2752.268555
	Iteration 6F: 3 clusters Score -1243486 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1243939.250000 Penalty: 2752.268555
	Iteration 7F: 3 clusters Score -1243939 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1244352.250000 Penalty: 2752.268555
	Iteration 8F: 3 clusters Score -1244352 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1244735.875000 Penalty: 2752.268555
	Iteration 9F: 3 clusters Score -1244736 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1245037.500000 Penalty: 2752.268555
	Iteration 10Q: 3 clusters Score -1245038 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1245247.125000 Penalty: 2752.268555
	Iteration 11Q: 3 clusters Score -1245247 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1245399.250000 Penalty: 2752.268555
	Iteration 12Q: 3 clusters Score -1245399 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1245495.000000 Penalty: 2752.268555
	Iteration 13Q: 3 clusters Score -1245495 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1245556.875000 Penalty: 2752.268555
	Iteration 14Q: 3 clusters Score -1245557 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1245607.750000 Penalty: 2752.268555
	Iteration 15Q: 3 clusters Score -1245608 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1245648.750000 Penalty: 2752.268555
	Iteration 16Q: 3 clusters Score -1245649 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1245686.000000 Penalty: 2752.268555
	Iteration 17Q: 3 clusters Score -1245686 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1245724.750000 Penalty: 2752.268555
	Iteration 18Q: 3 clusters Score -1245725 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1245758.000000 Penalty: 2752.268555
	Iteration 19Q: 3 clusters Score -1245758 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1245789.500000 Penalty: 2752.268555
	Iteration 20F: 3 clusters Score -1245790 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1245814.875000 Penalty: 2752.268555
	Iteration 21Q: 3 clusters Score -1245815 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1245832.375000 Penalty: 2752.268555
	Iteration 22Q: 3 clusters Score -1245832 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1245844.250000 Penalty: 2752.268555
	Iteration 23Q: 3 clusters Score -1245844 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1245858.875000 Penalty: 2752.268555
	Iteration 24Q: 3 clusters Score -1245859 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1245873.500000 Penalty: 2752.268555
	Iteration 25Q: 3 clusters Score -1245874 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1245881.250000 Penalty: 2752.268555
	Iteration 26Q: 3 clusters Score -1245881 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1245890.875000 Penalty: 2752.268555
	Iteration 27Q: 3 clusters Score -1245891 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1245896.625000 Penalty: 2752.268555
	Iteration 28Q: 3 clusters Score -1245897 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1245902.750000 Penalty: 2752.268555
	Iteration 29Q: 3 clusters Score -1245903 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1245907.250000 Penalty: 2752.268555
	Iteration 30Q: 3 clusters Score -1245907 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1245915.250000 Penalty: 2752.268555
	Iteration 31Q: 3 clusters Score -1245915 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1245922.500000 Penalty: 2752.268555
	Iteration 32Q: 3 clusters Score -1245922 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1245932.500000 Penalty: 2752.268555
	Iteration 33Q: 3 clusters Score -1245932 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1245942.875000 Penalty: 2752.268555
	Iteration 34Q: 3 clusters Score -1245943 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1245954.500000 Penalty: 2752.268555
	Iteration 35Q: 3 clusters Score -1245954 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1245964.000000 Penalty: 2752.268555
	Iteration 36Q: 3 clusters Score -1245964 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1245973.750000 Penalty: 2752.268555
	Iteration 37Q: 3 clusters Score -1245974 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1245981.625000 Penalty: 2752.268555
	Iteration 38Q: 3 clusters Score -1245982 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1245986.875000 Penalty: 2752.268555
	Iteration 39Q: 3 clusters Score -1245987 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1245990.625000 Penalty: 2752.268555
	Iteration 40F: 3 clusters Score -1245991 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1245995.875000 Penalty: 2752.268555
	Iteration 41Q: 3 clusters Score -1245996 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1246000.125000 Penalty: 2752.268555
	Iteration 42Q: 3 clusters Score -1246000 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1246005.625000 Penalty: 2752.268555
	Iteration 43Q: 3 clusters Score -1246006 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1246014.500000 Penalty: 2752.268555
	Iteration 44Q: 3 clusters Score -1246014 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1246017.125000 Penalty: 2752.268555
	Iteration 45Q: 3 clusters Score -1246017 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1246022.625000 Penalty: 2752.268555
	Iteration 46Q: 3 clusters Score -1246023 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1246025.875000 Penalty: 2752.268555
	Iteration 47Q: 3 clusters Score -1246026 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1246029.125000 Penalty: 2752.268555
	Iteration 48Q: 3 clusters Score -1246029 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1246033.125000 Penalty: 2752.268555
	Iteration 49Q: 3 clusters Score -1246033 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1246035.625000 Penalty: 2752.268555
	Iteration 50Q: 3 clusters Score -1246036 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1246037.750000 Penalty: 2752.268555
	Iteration 51Q: 3 clusters Score -1246038 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1246044.625000 Penalty: 2752.268555
	Iteration 52Q: 3 clusters Score -1246045 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1246048.250000 Penalty: 2752.268555
	Iteration 53Q: 3 clusters Score -1246048 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1246053.500000 Penalty: 2752.268555
	Iteration 54Q: 3 clusters Score -1246054 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1246054.500000 Penalty: 2752.268555
	Iteration 55Q: 3 clusters Score -1246054 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1246060.375000 Penalty: 2752.268555
	Iteration 56Q: 3 clusters Score -1246060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1246058.500000 Penalty: 2752.268555
	Iteration 57Q: 3 clusters Score -1246058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1246062.750000 Penalty: 2752.268555
	Iteration 58Q: 3 clusters Score -1246063 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1246065.375000 Penalty: 2752.268555
	Iteration 59Q: 3 clusters Score -1246065 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1246071.000000 Penalty: 2752.268555
	Iteration 60F: 3 clusters Score -1246071 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1246069.125000 Penalty: 2752.268555
	Iteration 61Q: 3 clusters Score -1246069 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1246071.500000 Penalty: 2752.268555
	Iteration 62Q: 3 clusters Score -1246072 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1246078.750000 Penalty: 2752.268555
	Iteration 63Q: 3 clusters Score -1246079 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1246083.125000 Penalty: 2752.268555
	Iteration 64Q: 3 clusters Score -1246083 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1246089.375000 Penalty: 2752.268555
	Iteration 65Q: 3 clusters Score -1246089 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1246094.000000 Penalty: 2752.268555
	Iteration 66Q: 3 clusters Score -1246094 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1246093.000000 Penalty: 2752.268555
	Iteration 67Q: 3 clusters Score -1246093 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1246096.375000 Penalty: 2752.268555
	Iteration 68Q: 3 clusters Score -1246096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1246097.250000 Penalty: 2752.268555
	Iteration 69Q: 3 clusters Score -1246097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1246096.000000 Penalty: 2752.268555
	Iteration 70Q: 3 clusters Score -1246096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1246100.125000 Penalty: 2752.268555
	Iteration 71Q: 3 clusters Score -1246100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1246100.000000 Penalty: 2752.268555
	Iteration 72Q: 3 clusters Score -1246100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1246100.750000 Penalty: 2752.268555
	Iteration 73Q: 3 clusters Score -1246101 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1246102.875000 Penalty: 2752.268555
	Iteration 74Q: 3 clusters Score -1246103 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1246104.375000 Penalty: 2752.268555
	Iteration 75Q: 3 clusters Score -1246104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1246105.375000 Penalty: 2752.268555
	Iteration 76Q: 3 clusters Score -1246105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1246108.625000 Penalty: 2752.268555
	Iteration 77Q: 3 clusters Score -1246109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1246106.000000 Penalty: 2752.268555
	Iteration 78Q: 3 clusters Score -1246106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1246108.625000 Penalty: 2752.268555
	Iteration 79Q: 3 clusters Score -1246109 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1246111.625000 Penalty: 2752.268555
	Iteration 80F: 3 clusters Score -1246112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1246114.125000 Penalty: 2752.268555
	Iteration 81Q: 3 clusters Score -1246114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1246118.000000 Penalty: 2752.268555
	Iteration 82Q: 3 clusters Score -1246118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1246121.875000 Penalty: 2752.268555
	Iteration 83Q: 3 clusters Score -1246122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1246125.250000 Penalty: 2752.268555
	Iteration 84Q: 3 clusters Score -1246125 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1246125.125000 Penalty: 2752.268555
	Iteration 85Q: 3 clusters Score -1246125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1246128.500000 Penalty: 2752.268555
	Iteration 86Q: 3 clusters Score -1246128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1246127.875000 Penalty: 2752.268555
	Iteration 87Q: 3 clusters Score -1246128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1246128.750000 Penalty: 2752.268555
	Iteration 88Q: 3 clusters Score -1246129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1246128.125000 Penalty: 2752.268555
	Iteration 89Q: 3 clusters Score -1246128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1246126.250000 Penalty: 2752.268555
	Iteration 90Q: 3 clusters Score -1246126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1246126.250000 Penalty: 2752.268555
	Iteration 91Q: 3 clusters Score -1246126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1246127.125000 Penalty: 2752.268555
	Iteration 92Q: 3 clusters Score -1246127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1246126.875000 Penalty: 2752.268555
	Iteration 93Q: 3 clusters Score -1246127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1246130.000000 Penalty: 2752.268555
	Iteration 94Q: 3 clusters Score -1246130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1246129.500000 Penalty: 2752.268555
	Iteration 95Q: 3 clusters Score -1246130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1246130.250000 Penalty: 2752.268555
	Iteration 96Q: 3 clusters Score -1246130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1246132.625000 Penalty: 2752.268555
	Iteration 97Q: 3 clusters Score -1246133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1246133.500000 Penalty: 2752.268555
	Iteration 98Q: 3 clusters Score -1246134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1246133.000000 Penalty: 2752.268555
	Iteration 99Q: 3 clusters Score -1246133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1246133.000000 Penalty: 2752.268555
	Iteration 100F: 3 clusters Score -1246133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1246136.250000 Penalty: 2752.268555
	Iteration 101Q: 3 clusters Score -1246136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1246137.625000 Penalty: 2752.268555
	Iteration 102Q: 3 clusters Score -1246138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1246137.000000 Penalty: 2752.268555
	Iteration 103Q: 3 clusters Score -1246137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1246135.625000 Penalty: 2752.268555
	Iteration 104Q: 3 clusters Score -1246136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1246135.625000 Penalty: 2752.268555
	Iteration 105F: 3 clusters Score -1246136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (31392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31392 members 
Entering Unmasked Estep 
Score: -3676649.250000 Penalty: 1540.721069
	Iteration 0F: 2 clusters Score -3676649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -3656152.750000 Penalty: 3081.442139
	Iteration 0F: 3 clusters Score -3656153 nChanged 14163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -3663916.500000 Penalty: 3081.442139
	Iteration 1F: 3 clusters Score -3663916 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -3664390.750000 Penalty: 3081.442139
	Iteration 2Q: 3 clusters Score -3664391 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -3664782.000000 Penalty: 3081.442139
	Iteration 3Q: 3 clusters Score -3664782 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -3665100.000000 Penalty: 3081.442139
	Iteration 4Q: 3 clusters Score -3665100 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -3665427.250000 Penalty: 3081.442139
	Iteration 5Q: 3 clusters Score -3665427 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -3665800.000000 Penalty: 3081.442139
	Iteration 6Q: 3 clusters Score -3665800 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 19055 members 
Entering Unmasked Estep 
Score: -3666234.250000 Penalty: 3081.442139
	Iteration 7Q: 3 clusters Score -3666234 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 20146 members 
Entering Unmasked Estep 
Score: -3666759.750000 Penalty: 3081.442139
	Iteration 8Q: 3 clusters Score -3666760 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 21524 members 
Entering Unmasked Estep 
Score: -3667499.500000 Penalty: 3081.442139
	Iteration 9Q: 3 clusters Score -3667500 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 23254 members 
Entering Unmasked Estep 
Score: -3668598.500000 Penalty: 3081.442139
	Iteration 10F: 3 clusters Score -3668598 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 25222 members 
Entering Unmasked Estep 
Score: -3670073.750000 Penalty: 3081.442139
	Iteration 11F: 3 clusters Score -3670074 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 27212 members 
Entering Unmasked Estep 
Score: -3671795.500000 Penalty: 3081.442139
	Iteration 12F: 3 clusters Score -3671796 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 28932 members 
Entering Unmasked Estep 
Score: -3673365.500000 Penalty: 3081.442139
	Iteration 13F: 3 clusters Score -3673366 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 30060 members 
Entering Unmasked Estep 
Score: -3674382.750000 Penalty: 3081.442139
	Iteration 14Q: 3 clusters Score -3674383 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 30614 members 
Entering Unmasked Estep 
Score: -3674883.750000 Penalty: 3081.442139
	Iteration 15Q: 3 clusters Score -3674884 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 30872 members 
Entering Unmasked Estep 
Score: -3675131.750000 Penalty: 3081.442139
	Iteration 16Q: 3 clusters Score -3675132 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 30971 members 
Entering Unmasked Estep 
Score: -3675248.250000 Penalty: 3081.442139
	Iteration 17Q: 3 clusters Score -3675248 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 31024 members 
Entering Unmasked Estep 
Score: -3675311.500000 Penalty: 3081.442139
	Iteration 18Q: 3 clusters Score -3675312 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 31050 members 
Entering Unmasked Estep 
Score: -3675358.500000 Penalty: 3081.442139
	Iteration 19Q: 3 clusters Score -3675358 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 31070 members 
Entering Unmasked Estep 
Score: -3675382.250000 Penalty: 3081.442139
	Iteration 20F: 3 clusters Score -3675382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 31081 members 
Entering Unmasked Estep 
Score: -3675398.500000 Penalty: 3081.442139
	Iteration 21Q: 3 clusters Score -3675398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 31092 members 
Entering Unmasked Estep 
Score: -3675412.750000 Penalty: 3081.442139
	Iteration 22Q: 3 clusters Score -3675413 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 31100 members 
Entering Unmasked Estep 
Score: -3675431.250000 Penalty: 3081.442139
	Iteration 23Q: 3 clusters Score -3675431 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 31107 members 
Entering Unmasked Estep 
Score: -3675444.000000 Penalty: 3081.442139
	Iteration 24Q: 3 clusters Score -3675444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 31113 members 
Entering Unmasked Estep 
Score: -3675452.500000 Penalty: 3081.442139
	Iteration 25Q: 3 clusters Score -3675452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 31117 members 
Entering Unmasked Estep 
Score: -3675455.500000 Penalty: 3081.442139
	Iteration 26Q: 3 clusters Score -3675456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 31119 members 
Entering Unmasked Estep 
Score: -3675462.000000 Penalty: 3081.442139
	Iteration 27Q: 3 clusters Score -3675462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 31122 members 
Entering Unmasked Estep 
Score: -3675465.250000 Penalty: 3081.442139
	Iteration 28Q: 3 clusters Score -3675465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 31123 members 
Entering Unmasked Estep 
Score: -3675467.250000 Penalty: 3081.442139
	Iteration 29Q: 3 clusters Score -3675467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 31125 members 
Entering Unmasked Estep 
Score: -3675468.000000 Penalty: 3081.442139
	Iteration 30Q: 3 clusters Score -3675468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 31128 members 
Entering Unmasked Estep 
Score: -3675473.250000 Penalty: 3081.442139
	Iteration 31Q: 3 clusters Score -3675473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 31128 members 
Entering Unmasked Estep 
Score: -3675473.250000 Penalty: 3081.442139
	Iteration 32F: 3 clusters Score -3675473 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Entering Unmasked Estep 
Score: -1726364.375000 Penalty: 1416.383667
	Iteration 0F: 2 clusters Score -1726364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1717367.250000 Penalty: 2832.767334
	Iteration 0F: 3 clusters Score -1717367 nChanged 5772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1720402.375000 Penalty: 2832.767334
	Iteration 1F: 3 clusters Score -1720402 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1720681.125000 Penalty: 2832.767334
	Iteration 2F: 3 clusters Score -1720681 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1720889.625000 Penalty: 2832.767334
	Iteration 3Q: 3 clusters Score -1720890 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1721044.500000 Penalty: 2832.767334
	Iteration 4Q: 3 clusters Score -1721044 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1721165.375000 Penalty: 2832.767334
	Iteration 5Q: 3 clusters Score -1721165 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1721260.750000 Penalty: 2832.767334
	Iteration 6Q: 3 clusters Score -1721261 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1721364.000000 Penalty: 2832.767334
	Iteration 7Q: 3 clusters Score -1721364 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1721487.125000 Penalty: 2832.767334
	Iteration 8Q: 3 clusters Score -1721487 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1721600.000000 Penalty: 2832.767334
	Iteration 9Q: 3 clusters Score -1721600 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1721712.875000 Penalty: 2832.767334
	Iteration 10Q: 3 clusters Score -1721713 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1721807.875000 Penalty: 2832.767334
	Iteration 11Q: 3 clusters Score -1721808 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1721922.500000 Penalty: 2832.767334
	Iteration 12Q: 3 clusters Score -1721922 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1722076.750000 Penalty: 2832.767334
	Iteration 13Q: 3 clusters Score -1722077 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1722271.125000 Penalty: 2832.767334
	Iteration 14Q: 3 clusters Score -1722271 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1722532.250000 Penalty: 2832.767334
	Iteration 15Q: 3 clusters Score -1722532 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1722857.750000 Penalty: 2832.767334
	Iteration 16Q: 3 clusters Score -1722858 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1723194.375000 Penalty: 2832.767334
	Iteration 17Q: 3 clusters Score -1723194 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1723500.250000 Penalty: 2832.767334
	Iteration 18Q: 3 clusters Score -1723500 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1723804.500000 Penalty: 2832.767334
	Iteration 19Q: 3 clusters Score -1723804 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1724033.375000 Penalty: 2832.767334
	Iteration 20F: 3 clusters Score -1724033 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1724202.125000 Penalty: 2832.767334
	Iteration 21Q: 3 clusters Score -1724202 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1724305.125000 Penalty: 2832.767334
	Iteration 22Q: 3 clusters Score -1724305 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1724375.500000 Penalty: 2832.767334
	Iteration 23Q: 3 clusters Score -1724376 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1724437.375000 Penalty: 2832.767334
	Iteration 24Q: 3 clusters Score -1724437 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1724477.125000 Penalty: 2832.767334
	Iteration 25Q: 3 clusters Score -1724477 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -1724520.125000 Penalty: 2832.767334
	Iteration 26Q: 3 clusters Score -1724520 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -1724545.375000 Penalty: 2832.767334
	Iteration 27Q: 3 clusters Score -1724545 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1724574.250000 Penalty: 2832.767334
	Iteration 28Q: 3 clusters Score -1724574 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1724593.375000 Penalty: 2832.767334
	Iteration 29Q: 3 clusters Score -1724593 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -1724615.750000 Penalty: 2832.767334
	Iteration 30Q: 3 clusters Score -1724616 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -1724636.375000 Penalty: 2832.767334
	Iteration 31Q: 3 clusters Score -1724636 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -1724647.625000 Penalty: 2832.767334
	Iteration 32Q: 3 clusters Score -1724648 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -1724659.500000 Penalty: 2832.767334
	Iteration 33Q: 3 clusters Score -1724660 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -1724672.500000 Penalty: 2832.767334
	Iteration 34Q: 3 clusters Score -1724672 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -1724684.750000 Penalty: 2832.767334
	Iteration 35Q: 3 clusters Score -1724685 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -1724696.375000 Penalty: 2832.767334
	Iteration 36Q: 3 clusters Score -1724696 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -1724705.000000 Penalty: 2832.767334
	Iteration 37Q: 3 clusters Score -1724705 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -1724715.000000 Penalty: 2832.767334
	Iteration 38Q: 3 clusters Score -1724715 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -1724732.625000 Penalty: 2832.767334
	Iteration 39Q: 3 clusters Score -1724733 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -1724750.875000 Penalty: 2832.767334
	Iteration 40F: 3 clusters Score -1724751 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -1724768.125000 Penalty: 2832.767334
	Iteration 41Q: 3 clusters Score -1724768 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1724788.000000 Penalty: 2832.767334
	Iteration 42Q: 3 clusters Score -1724788 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -1724798.625000 Penalty: 2832.767334
	Iteration 43Q: 3 clusters Score -1724799 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -1724811.125000 Penalty: 2832.767334
	Iteration 44Q: 3 clusters Score -1724811 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -1724822.250000 Penalty: 2832.767334
	Iteration 45Q: 3 clusters Score -1724822 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -1724829.125000 Penalty: 2832.767334
	Iteration 46Q: 3 clusters Score -1724829 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -1724840.500000 Penalty: 2832.767334
	Iteration 47Q: 3 clusters Score -1724840 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -1724851.000000 Penalty: 2832.767334
	Iteration 48Q: 3 clusters Score -1724851 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -1724861.000000 Penalty: 2832.767334
	Iteration 49Q: 3 clusters Score -1724861 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -1724870.750000 Penalty: 2832.767334
	Iteration 50Q: 3 clusters Score -1724871 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -1724877.875000 Penalty: 2832.767334
	Iteration 51Q: 3 clusters Score -1724878 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -1724879.500000 Penalty: 2832.767334
	Iteration 52Q: 3 clusters Score -1724880 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -1724892.625000 Penalty: 2832.767334
	Iteration 53Q: 3 clusters Score -1724893 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -1724910.125000 Penalty: 2832.767334
	Iteration 54Q: 3 clusters Score -1724910 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -1724927.375000 Penalty: 2832.767334
	Iteration 55Q: 3 clusters Score -1724927 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -1724946.250000 Penalty: 2832.767334
	Iteration 56Q: 3 clusters Score -1724946 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -1724957.375000 Penalty: 2832.767334
	Iteration 57Q: 3 clusters Score -1724957 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -1724976.250000 Penalty: 2832.767334
	Iteration 58Q: 3 clusters Score -1724976 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -1724990.250000 Penalty: 2832.767334
	Iteration 59Q: 3 clusters Score -1724990 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -1725005.375000 Penalty: 2832.767334
	Iteration 60F: 3 clusters Score -1725005 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -1725019.250000 Penalty: 2832.767334
	Iteration 61Q: 3 clusters Score -1725019 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -1725027.750000 Penalty: 2832.767334
	Iteration 62Q: 3 clusters Score -1725028 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -1725037.750000 Penalty: 2832.767334
	Iteration 63Q: 3 clusters Score -1725038 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -1725050.000000 Penalty: 2832.767334
	Iteration 64Q: 3 clusters Score -1725050 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -1725054.750000 Penalty: 2832.767334
	Iteration 65Q: 3 clusters Score -1725055 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -1725065.375000 Penalty: 2832.767334
	Iteration 66Q: 3 clusters Score -1725065 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -1725071.250000 Penalty: 2832.767334
	Iteration 67Q: 3 clusters Score -1725071 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -1725082.625000 Penalty: 2832.767334
	Iteration 68Q: 3 clusters Score -1725083 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -1725095.750000 Penalty: 2832.767334
	Iteration 69Q: 3 clusters Score -1725096 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -1725100.625000 Penalty: 2832.767334
	Iteration 70Q: 3 clusters Score -1725101 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -1725112.500000 Penalty: 2832.767334
	Iteration 71Q: 3 clusters Score -1725112 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -1725118.875000 Penalty: 2832.767334
	Iteration 72Q: 3 clusters Score -1725119 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -1725127.375000 Penalty: 2832.767334
	Iteration 73Q: 3 clusters Score -1725127 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -1725136.875000 Penalty: 2832.767334
	Iteration 74Q: 3 clusters Score -1725137 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -1725144.875000 Penalty: 2832.767334
	Iteration 75Q: 3 clusters Score -1725145 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -1725152.125000 Penalty: 2832.767334
	Iteration 76Q: 3 clusters Score -1725152 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -1725162.000000 Penalty: 2832.767334
	Iteration 77Q: 3 clusters Score -1725162 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -1725172.250000 Penalty: 2832.767334
	Iteration 78Q: 3 clusters Score -1725172 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -1725176.125000 Penalty: 2832.767334
	Iteration 79Q: 3 clusters Score -1725176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -1725181.125000 Penalty: 2832.767334
	Iteration 80F: 3 clusters Score -1725181 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -1725184.750000 Penalty: 2832.767334
	Iteration 81Q: 3 clusters Score -1725185 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -1725190.500000 Penalty: 2832.767334
	Iteration 82Q: 3 clusters Score -1725190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -1725193.375000 Penalty: 2832.767334
	Iteration 83Q: 3 clusters Score -1725193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -1725197.125000 Penalty: 2832.767334
	Iteration 84Q: 3 clusters Score -1725197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -1725198.500000 Penalty: 2832.767334
	Iteration 85Q: 3 clusters Score -1725198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -1725198.000000 Penalty: 2832.767334
	Iteration 86Q: 3 clusters Score -1725198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -1725199.250000 Penalty: 2832.767334
	Iteration 87Q: 3 clusters Score -1725199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -1725197.375000 Penalty: 2832.767334
	Iteration 88Q: 3 clusters Score -1725197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -1725200.625000 Penalty: 2832.767334
	Iteration 89Q: 3 clusters Score -1725201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -1725200.000000 Penalty: 2832.767334
	Iteration 90Q: 3 clusters Score -1725200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -1725201.875000 Penalty: 2832.767334
	Iteration 91Q: 3 clusters Score -1725202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -1725200.375000 Penalty: 2832.767334
	Iteration 92Q: 3 clusters Score -1725200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -1725201.625000 Penalty: 2832.767334
	Iteration 93Q: 3 clusters Score -1725202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -1725202.875000 Penalty: 2832.767334
	Iteration 94Q: 3 clusters Score -1725203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -1725207.000000 Penalty: 2832.767334
	Iteration 95Q: 3 clusters Score -1725207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -1725208.625000 Penalty: 2832.767334
	Iteration 96Q: 3 clusters Score -1725209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -1725210.375000 Penalty: 2832.767334
	Iteration 97Q: 3 clusters Score -1725210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -1725208.750000 Penalty: 2832.767334
	Iteration 98Q: 3 clusters Score -1725209 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -1725208.750000 Penalty: 2832.767334
	Iteration 99F: 3 clusters Score -1725209 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Entering Unmasked Estep 
Score: -198511.859375 Penalty: 1118.364380
	Iteration 0F: 2 clusters Score -198511.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -196734.765625 Penalty: 2236.728760
	Iteration 0F: 3 clusters Score -196734.8 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -197200.125000 Penalty: 2236.728760
	Iteration 1F: 3 clusters Score -197200.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -197333.062500 Penalty: 2236.728760
	Iteration 2F: 3 clusters Score -197333.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -197402.843750 Penalty: 2236.728760
	Iteration 3Q: 3 clusters Score -197402.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -197477.734375 Penalty: 2236.728760
	Iteration 4Q: 3 clusters Score -197477.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -197512.656250 Penalty: 2236.728760
	Iteration 5Q: 3 clusters Score -197512.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -197547.468750 Penalty: 2236.728760
	Iteration 6Q: 3 clusters Score -197547.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -197576.890625 Penalty: 2236.728760
	Iteration 7Q: 3 clusters Score -197576.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -197603.203125 Penalty: 2236.728760
	Iteration 8Q: 3 clusters Score -197603.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -197624.468750 Penalty: 2236.728760
	Iteration 9Q: 3 clusters Score -197624.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -197647.359375 Penalty: 2236.728760
	Iteration 10Q: 3 clusters Score -197647.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -197672.593750 Penalty: 2236.728760
	Iteration 11Q: 3 clusters Score -197672.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -197699.437500 Penalty: 2236.728760
	Iteration 12Q: 3 clusters Score -197699.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -197723.062500 Penalty: 2236.728760
	Iteration 13Q: 3 clusters Score -197723.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -197742.312500 Penalty: 2236.728760
	Iteration 14Q: 3 clusters Score -197742.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -197756.062500 Penalty: 2236.728760
	Iteration 15Q: 3 clusters Score -197756.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -197766.406250 Penalty: 2236.728760
	Iteration 16Q: 3 clusters Score -197766.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -197781.484375 Penalty: 2236.728760
	Iteration 17Q: 3 clusters Score -197781.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -197800.875000 Penalty: 2236.728760
	Iteration 18Q: 3 clusters Score -197800.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -197824.593750 Penalty: 2236.728760
	Iteration 19Q: 3 clusters Score -197824.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -197847.656250 Penalty: 2236.728760
	Iteration 20F: 3 clusters Score -197847.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -197866.578125 Penalty: 2236.728760
	Iteration 21Q: 3 clusters Score -197866.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -197887.687500 Penalty: 2236.728760
	Iteration 22Q: 3 clusters Score -197887.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -197905.140625 Penalty: 2236.728760
	Iteration 23Q: 3 clusters Score -197905.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -197920.203125 Penalty: 2236.728760
	Iteration 24Q: 3 clusters Score -197920.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -197936.187500 Penalty: 2236.728760
	Iteration 25Q: 3 clusters Score -197936.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -197942.937500 Penalty: 2236.728760
	Iteration 26Q: 3 clusters Score -197942.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -197949.531250 Penalty: 2236.728760
	Iteration 27Q: 3 clusters Score -197949.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -197954.328125 Penalty: 2236.728760
	Iteration 28Q: 3 clusters Score -197954.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -197959.781250 Penalty: 2236.728760
	Iteration 29Q: 3 clusters Score -197959.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -197962.265625 Penalty: 2236.728760
	Iteration 30Q: 3 clusters Score -197962.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -197967.953125 Penalty: 2236.728760
	Iteration 31Q: 3 clusters Score -197968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -197970.296875 Penalty: 2236.728760
	Iteration 32Q: 3 clusters Score -197970.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -197970.765625 Penalty: 2236.728760
	Iteration 33Q: 3 clusters Score -197970.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -197973.140625 Penalty: 2236.728760
	Iteration 34Q: 3 clusters Score -197973.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -197973.343750 Penalty: 2236.728760
	Iteration 35Q: 3 clusters Score -197973.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -197974.687500 Penalty: 2236.728760
	Iteration 36Q: 3 clusters Score -197974.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -197975.406250 Penalty: 2236.728760
	Iteration 37Q: 3 clusters Score -197975.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -197975.406250 Penalty: 2236.728760
	Iteration 38F: 3 clusters Score -197975.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Entering Unmasked Estep 
Score: -151728.671875 Penalty: 1072.749878
	Iteration 0F: 2 clusters Score -151728.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -150257.421875 Penalty: 2145.499756
	Iteration 0F: 3 clusters Score -150257.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -150621.890625 Penalty: 2145.499756
	Iteration 1F: 3 clusters Score -150621.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -150729.765625 Penalty: 2145.499756
	Iteration 2F: 3 clusters Score -150729.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -150782.968750 Penalty: 2145.499756
	Iteration 3Q: 3 clusters Score -150783 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -150823.812500 Penalty: 2145.499756
	Iteration 4Q: 3 clusters Score -150823.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -150841.796875 Penalty: 2145.499756
	Iteration 5Q: 3 clusters Score -150841.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -150851.265625 Penalty: 2145.499756
	Iteration 6Q: 3 clusters Score -150851.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -150855.578125 Penalty: 2145.499756
	Iteration 7Q: 3 clusters Score -150855.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -150860.343750 Penalty: 2145.499756
	Iteration 8Q: 3 clusters Score -150860.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -150863.734375 Penalty: 2145.499756
	Iteration 9Q: 3 clusters Score -150863.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -150863.937500 Penalty: 2145.499756
	Iteration 10Q: 3 clusters Score -150863.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -150865.859375 Penalty: 2145.499756
	Iteration 11Q: 3 clusters Score -150865.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -150866.578125 Penalty: 2145.499756
	Iteration 12Q: 3 clusters Score -150866.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -150866.578125 Penalty: 2145.499756
	Iteration 13F: 3 clusters Score -150866.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Entering Unmasked Estep 
Score: -1110737.375000 Penalty: 1351.002808
	Iteration 0F: 2 clusters Score -1110737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1104676.375000 Penalty: 2702.005615
	Iteration 0F: 3 clusters Score -1104676 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1106603.625000 Penalty: 2702.005615
	Iteration 1F: 3 clusters Score -1106604 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1106858.875000 Penalty: 2702.005615
	Iteration 2F: 3 clusters Score -1106859 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1107041.750000 Penalty: 2702.005615
	Iteration 3Q: 3 clusters Score -1107042 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1107180.500000 Penalty: 2702.005615
	Iteration 4Q: 3 clusters Score -1107180 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1107288.625000 Penalty: 2702.005615
	Iteration 5Q: 3 clusters Score -1107289 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1107386.500000 Penalty: 2702.005615
	Iteration 6Q: 3 clusters Score -1107386 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1107469.250000 Penalty: 2702.005615
	Iteration 7Q: 3 clusters Score -1107469 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1107527.750000 Penalty: 2702.005615
	Iteration 8Q: 3 clusters Score -1107528 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1107582.125000 Penalty: 2702.005615
	Iteration 9Q: 3 clusters Score -1107582 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1107638.375000 Penalty: 2702.005615
	Iteration 10Q: 3 clusters Score -1107638 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1107704.000000 Penalty: 2702.005615
	Iteration 11Q: 3 clusters Score -1107704 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1107767.625000 Penalty: 2702.005615
	Iteration 12Q: 3 clusters Score -1107768 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1107834.750000 Penalty: 2702.005615
	Iteration 13Q: 3 clusters Score -1107835 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1107907.000000 Penalty: 2702.005615
	Iteration 14Q: 3 clusters Score -1107907 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1107995.000000 Penalty: 2702.005615
	Iteration 15Q: 3 clusters Score -1107995 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1108092.000000 Penalty: 2702.005615
	Iteration 16Q: 3 clusters Score -1108092 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1108177.375000 Penalty: 2702.005615
	Iteration 17Q: 3 clusters Score -1108177 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1108275.000000 Penalty: 2702.005615
	Iteration 18Q: 3 clusters Score -1108275 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1108357.375000 Penalty: 2702.005615
	Iteration 19Q: 3 clusters Score -1108357 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1108451.625000 Penalty: 2702.005615
	Iteration 20F: 3 clusters Score -1108452 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1108535.000000 Penalty: 2702.005615
	Iteration 21Q: 3 clusters Score -1108535 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1108633.750000 Penalty: 2702.005615
	Iteration 22Q: 3 clusters Score -1108634 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1108734.500000 Penalty: 2702.005615
	Iteration 23Q: 3 clusters Score -1108734 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1108830.500000 Penalty: 2702.005615
	Iteration 24Q: 3 clusters Score -1108830 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1108915.250000 Penalty: 2702.005615
	Iteration 25Q: 3 clusters Score -1108915 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1108991.250000 Penalty: 2702.005615
	Iteration 26Q: 3 clusters Score -1108991 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1109087.375000 Penalty: 2702.005615
	Iteration 27Q: 3 clusters Score -1109087 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1109172.000000 Penalty: 2702.005615
	Iteration 28Q: 3 clusters Score -1109172 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1109236.875000 Penalty: 2702.005615
	Iteration 29Q: 3 clusters Score -1109237 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1109281.375000 Penalty: 2702.005615
	Iteration 30Q: 3 clusters Score -1109281 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1109320.375000 Penalty: 2702.005615
	Iteration 31Q: 3 clusters Score -1109320 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1109356.000000 Penalty: 2702.005615
	Iteration 32Q: 3 clusters Score -1109356 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1109381.500000 Penalty: 2702.005615
	Iteration 33Q: 3 clusters Score -1109382 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1109407.875000 Penalty: 2702.005615
	Iteration 34Q: 3 clusters Score -1109408 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1109427.000000 Penalty: 2702.005615
	Iteration 35Q: 3 clusters Score -1109427 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1109436.375000 Penalty: 2702.005615
	Iteration 36Q: 3 clusters Score -1109436 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1109449.625000 Penalty: 2702.005615
	Iteration 37Q: 3 clusters Score -1109450 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1109459.500000 Penalty: 2702.005615
	Iteration 38Q: 3 clusters Score -1109460 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1109468.000000 Penalty: 2702.005615
	Iteration 39Q: 3 clusters Score -1109468 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1109478.250000 Penalty: 2702.005615
	Iteration 40F: 3 clusters Score -1109478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1109485.125000 Penalty: 2702.005615
	Iteration 41Q: 3 clusters Score -1109485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1109488.375000 Penalty: 2702.005615
	Iteration 42Q: 3 clusters Score -1109488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1109489.500000 Penalty: 2702.005615
	Iteration 43Q: 3 clusters Score -1109490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1109491.125000 Penalty: 2702.005615
	Iteration 44Q: 3 clusters Score -1109491 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1109495.125000 Penalty: 2702.005615
	Iteration 45Q: 3 clusters Score -1109495 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1109500.250000 Penalty: 2702.005615
	Iteration 46Q: 3 clusters Score -1109500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1109505.125000 Penalty: 2702.005615
	Iteration 47Q: 3 clusters Score -1109505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1109506.500000 Penalty: 2702.005615
	Iteration 48Q: 3 clusters Score -1109506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1109506.000000 Penalty: 2702.005615
	Iteration 49Q: 3 clusters Score -1109506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1109507.750000 Penalty: 2702.005615
	Iteration 50Q: 3 clusters Score -1109508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1109509.250000 Penalty: 2702.005615
	Iteration 51Q: 3 clusters Score -1109509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1109513.000000 Penalty: 2702.005615
	Iteration 52Q: 3 clusters Score -1109513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1109519.000000 Penalty: 2702.005615
	Iteration 53Q: 3 clusters Score -1109519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1109521.625000 Penalty: 2702.005615
	Iteration 54Q: 3 clusters Score -1109522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1109524.000000 Penalty: 2702.005615
	Iteration 55Q: 3 clusters Score -1109524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1109524.625000 Penalty: 2702.005615
	Iteration 56Q: 3 clusters Score -1109525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1109525.500000 Penalty: 2702.005615
	Iteration 57Q: 3 clusters Score -1109526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1109525.375000 Penalty: 2702.005615
	Iteration 58Q: 3 clusters Score -1109525 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1109525.375000 Penalty: 2702.005615
	Iteration 59F: 3 clusters Score -1109525 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Entering Unmasked Estep 
Score: -18338.097656 Penalty: 821.593445
	Iteration 0F: 2 clusters Score -18338.1 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 116 members 
Entering Unmasked Estep 
Score: -17736.408203 Penalty: 1643.186890
	Iteration 0F: 3 clusters Score -17736.41 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -17840.302734 Penalty: 1643.186890
	Iteration 1F: 3 clusters Score -17840.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -17894.445312 Penalty: 1643.186890
	Iteration 2Q: 3 clusters Score -17894.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -17950.621094 Penalty: 1643.186890
	Iteration 3Q: 3 clusters Score -17950.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -17996.755859 Penalty: 1643.186890
	Iteration 4Q: 3 clusters Score -17996.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -18050.205078 Penalty: 1643.186890
	Iteration 5Q: 3 clusters Score -18050.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -18165.359375 Penalty: 1643.186890
	Iteration 6F: 3 clusters Score -18165.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -18218.210938 Penalty: 1643.186890
	Iteration 7Q: 3 clusters Score -18218.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -18228.015625 Penalty: 1643.186890
	Iteration 8Q: 3 clusters Score -18228.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -18228.015625 Penalty: 1643.186890
	Iteration 9F: 3 clusters Score -18228.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Entering Unmasked Estep 
Score: -1253845.500000 Penalty: 1374.549805
	Iteration 0F: 2 clusters Score -1253846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1246965.125000 Penalty: 2749.099609
	Iteration 0F: 3 clusters Score -1246965 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1249203.750000 Penalty: 2749.099609
	Iteration 1F: 3 clusters Score -1249204 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1249518.250000 Penalty: 2749.099609
	Iteration 2F: 3 clusters Score -1249518 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1249772.500000 Penalty: 2749.099609
	Iteration 3F: 3 clusters Score -1249772 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1249975.000000 Penalty: 2749.099609
	Iteration 4Q: 3 clusters Score -1249975 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1250151.500000 Penalty: 2749.099609
	Iteration 5Q: 3 clusters Score -1250152 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1250331.375000 Penalty: 2749.099609
	Iteration 6Q: 3 clusters Score -1250331 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1250517.250000 Penalty: 2749.099609
	Iteration 7Q: 3 clusters Score -1250517 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1250694.125000 Penalty: 2749.099609
	Iteration 8Q: 3 clusters Score -1250694 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1250846.750000 Penalty: 2749.099609
	Iteration 9Q: 3 clusters Score -1250847 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1251009.625000 Penalty: 2749.099609
	Iteration 10Q: 3 clusters Score -1251010 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1251159.875000 Penalty: 2749.099609
	Iteration 11Q: 3 clusters Score -1251160 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1251285.250000 Penalty: 2749.099609
	Iteration 12Q: 3 clusters Score -1251285 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1251374.625000 Penalty: 2749.099609
	Iteration 13Q: 3 clusters Score -1251375 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1251469.750000 Penalty: 2749.099609
	Iteration 14Q: 3 clusters Score -1251470 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1251555.000000 Penalty: 2749.099609
	Iteration 15Q: 3 clusters Score -1251555 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1251630.375000 Penalty: 2749.099609
	Iteration 16Q: 3 clusters Score -1251630 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1251697.875000 Penalty: 2749.099609
	Iteration 17Q: 3 clusters Score -1251698 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1251757.000000 Penalty: 2749.099609
	Iteration 18Q: 3 clusters Score -1251757 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1251798.750000 Penalty: 2749.099609
	Iteration 19Q: 3 clusters Score -1251799 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1251842.875000 Penalty: 2749.099609
	Iteration 20F: 3 clusters Score -1251843 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1251889.250000 Penalty: 2749.099609
	Iteration 21Q: 3 clusters Score -1251889 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1251932.500000 Penalty: 2749.099609
	Iteration 22Q: 3 clusters Score -1251932 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1251973.250000 Penalty: 2749.099609
	Iteration 23Q: 3 clusters Score -1251973 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1252003.875000 Penalty: 2749.099609
	Iteration 24Q: 3 clusters Score -1252004 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1252031.750000 Penalty: 2749.099609
	Iteration 25Q: 3 clusters Score -1252032 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1252054.250000 Penalty: 2749.099609
	Iteration 26Q: 3 clusters Score -1252054 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1252082.500000 Penalty: 2749.099609
	Iteration 27Q: 3 clusters Score -1252082 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1252108.375000 Penalty: 2749.099609
	Iteration 28Q: 3 clusters Score -1252108 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1252141.250000 Penalty: 2749.099609
	Iteration 29Q: 3 clusters Score -1252141 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1252164.500000 Penalty: 2749.099609
	Iteration 30Q: 3 clusters Score -1252164 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1252193.000000 Penalty: 2749.099609
	Iteration 31Q: 3 clusters Score -1252193 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1252209.750000 Penalty: 2749.099609
	Iteration 32Q: 3 clusters Score -1252210 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1252234.000000 Penalty: 2749.099609
	Iteration 33Q: 3 clusters Score -1252234 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1252252.500000 Penalty: 2749.099609
	Iteration 34Q: 3 clusters Score -1252252 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1252266.625000 Penalty: 2749.099609
	Iteration 35Q: 3 clusters Score -1252267 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1252287.750000 Penalty: 2749.099609
	Iteration 36Q: 3 clusters Score -1252288 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1252309.750000 Penalty: 2749.099609
	Iteration 37Q: 3 clusters Score -1252310 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1252327.125000 Penalty: 2749.099609
	Iteration 38Q: 3 clusters Score -1252327 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1252346.500000 Penalty: 2749.099609
	Iteration 39Q: 3 clusters Score -1252346 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1252362.125000 Penalty: 2749.099609
	Iteration 40F: 3 clusters Score -1252362 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1252388.500000 Penalty: 2749.099609
	Iteration 41Q: 3 clusters Score -1252388 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1252408.875000 Penalty: 2749.099609
	Iteration 42Q: 3 clusters Score -1252409 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1252427.625000 Penalty: 2749.099609
	Iteration 43Q: 3 clusters Score -1252428 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1252438.625000 Penalty: 2749.099609
	Iteration 44Q: 3 clusters Score -1252439 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1252446.250000 Penalty: 2749.099609
	Iteration 45Q: 3 clusters Score -1252446 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1252454.500000 Penalty: 2749.099609
	Iteration 46Q: 3 clusters Score -1252454 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1252463.875000 Penalty: 2749.099609
	Iteration 47Q: 3 clusters Score -1252464 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1252473.375000 Penalty: 2749.099609
	Iteration 48Q: 3 clusters Score -1252473 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1252481.000000 Penalty: 2749.099609
	Iteration 49Q: 3 clusters Score -1252481 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1252491.500000 Penalty: 2749.099609
	Iteration 50Q: 3 clusters Score -1252492 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1252494.125000 Penalty: 2749.099609
	Iteration 51Q: 3 clusters Score -1252494 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1252495.125000 Penalty: 2749.099609
	Iteration 52Q: 3 clusters Score -1252495 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1252501.875000 Penalty: 2749.099609
	Iteration 53Q: 3 clusters Score -1252502 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1252506.500000 Penalty: 2749.099609
	Iteration 54Q: 3 clusters Score -1252506 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1252512.125000 Penalty: 2749.099609
	Iteration 55Q: 3 clusters Score -1252512 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1252519.000000 Penalty: 2749.099609
	Iteration 56Q: 3 clusters Score -1252519 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1252530.625000 Penalty: 2749.099609
	Iteration 57Q: 3 clusters Score -1252531 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1252536.000000 Penalty: 2749.099609
	Iteration 58Q: 3 clusters Score -1252536 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1252555.000000 Penalty: 2749.099609
	Iteration 59Q: 3 clusters Score -1252555 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1252564.625000 Penalty: 2749.099609
	Iteration 60F: 3 clusters Score -1252565 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1252580.625000 Penalty: 2749.099609
	Iteration 61Q: 3 clusters Score -1252581 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1252590.750000 Penalty: 2749.099609
	Iteration 62Q: 3 clusters Score -1252591 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1252609.000000 Penalty: 2749.099609
	Iteration 63Q: 3 clusters Score -1252609 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1252618.500000 Penalty: 2749.099609
	Iteration 64Q: 3 clusters Score -1252618 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1252621.750000 Penalty: 2749.099609
	Iteration 65Q: 3 clusters Score -1252622 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1252630.000000 Penalty: 2749.099609
	Iteration 66Q: 3 clusters Score -1252630 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1252637.250000 Penalty: 2749.099609
	Iteration 67Q: 3 clusters Score -1252637 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1252650.750000 Penalty: 2749.099609
	Iteration 68Q: 3 clusters Score -1252651 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1252652.250000 Penalty: 2749.099609
	Iteration 69Q: 3 clusters Score -1252652 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1252656.875000 Penalty: 2749.099609
	Iteration 70Q: 3 clusters Score -1252657 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1252672.500000 Penalty: 2749.099609
	Iteration 71Q: 3 clusters Score -1252672 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1252680.250000 Penalty: 2749.099609
	Iteration 72Q: 3 clusters Score -1252680 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1252687.375000 Penalty: 2749.099609
	Iteration 73Q: 3 clusters Score -1252687 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1252692.000000 Penalty: 2749.099609
	Iteration 74Q: 3 clusters Score -1252692 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1252704.125000 Penalty: 2749.099609
	Iteration 75Q: 3 clusters Score -1252704 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1252714.375000 Penalty: 2749.099609
	Iteration 76Q: 3 clusters Score -1252714 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1252723.250000 Penalty: 2749.099609
	Iteration 77Q: 3 clusters Score -1252723 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1252730.250000 Penalty: 2749.099609
	Iteration 78Q: 3 clusters Score -1252730 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1252737.625000 Penalty: 2749.099609
	Iteration 79Q: 3 clusters Score -1252738 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1252740.875000 Penalty: 2749.099609
	Iteration 80F: 3 clusters Score -1252741 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1252744.125000 Penalty: 2749.099609
	Iteration 81Q: 3 clusters Score -1252744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1252749.750000 Penalty: 2749.099609
	Iteration 82Q: 3 clusters Score -1252750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1252748.875000 Penalty: 2749.099609
	Iteration 83Q: 3 clusters Score -1252749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1252751.500000 Penalty: 2749.099609
	Iteration 84Q: 3 clusters Score -1252752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1252751.250000 Penalty: 2749.099609
	Iteration 85Q: 3 clusters Score -1252751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1252751.000000 Penalty: 2749.099609
	Iteration 86Q: 3 clusters Score -1252751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1252752.500000 Penalty: 2749.099609
	Iteration 87Q: 3 clusters Score -1252752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1252752.500000 Penalty: 2749.099609
	Iteration 88F: 3 clusters Score -1252752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Entering Unmasked Estep 
Score: -710452.125000 Penalty: 1296.678833
	Iteration 0F: 2 clusters Score -710452.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -706122.375000 Penalty: 2593.357666
	Iteration 0F: 3 clusters Score -706122.4 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -707508.625000 Penalty: 2593.357666
	Iteration 1F: 3 clusters Score -707508.6 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -707906.875000 Penalty: 2593.357666
	Iteration 2F: 3 clusters Score -707906.9 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -708206.375000 Penalty: 2593.357666
	Iteration 3F: 3 clusters Score -708206.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -708413.000000 Penalty: 2593.357666
	Iteration 4Q: 3 clusters Score -708413 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -708589.187500 Penalty: 2593.357666
	Iteration 5Q: 3 clusters Score -708589.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -708746.500000 Penalty: 2593.357666
	Iteration 6Q: 3 clusters Score -708746.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -708880.875000 Penalty: 2593.357666
	Iteration 7Q: 3 clusters Score -708880.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -708974.187500 Penalty: 2593.357666
	Iteration 8Q: 3 clusters Score -708974.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -709061.187500 Penalty: 2593.357666
	Iteration 9Q: 3 clusters Score -709061.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -709144.562500 Penalty: 2593.357666
	Iteration 10Q: 3 clusters Score -709144.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -709209.312500 Penalty: 2593.357666
	Iteration 11Q: 3 clusters Score -709209.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -709256.500000 Penalty: 2593.357666
	Iteration 12Q: 3 clusters Score -709256.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -709298.062500 Penalty: 2593.357666
	Iteration 13Q: 3 clusters Score -709298.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -709332.687500 Penalty: 2593.357666
	Iteration 14Q: 3 clusters Score -709332.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -709370.437500 Penalty: 2593.357666
	Iteration 15Q: 3 clusters Score -709370.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -709408.687500 Penalty: 2593.357666
	Iteration 16Q: 3 clusters Score -709408.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -709444.250000 Penalty: 2593.357666
	Iteration 17Q: 3 clusters Score -709444.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -709472.250000 Penalty: 2593.357666
	Iteration 18Q: 3 clusters Score -709472.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -709490.187500 Penalty: 2593.357666
	Iteration 19Q: 3 clusters Score -709490.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -709506.687500 Penalty: 2593.357666
	Iteration 20F: 3 clusters Score -709506.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -709525.500000 Penalty: 2593.357666
	Iteration 21Q: 3 clusters Score -709525.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -709546.750000 Penalty: 2593.357666
	Iteration 22Q: 3 clusters Score -709546.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -709566.000000 Penalty: 2593.357666
	Iteration 23Q: 3 clusters Score -709566 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -709579.687500 Penalty: 2593.357666
	Iteration 24Q: 3 clusters Score -709579.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -709595.750000 Penalty: 2593.357666
	Iteration 25Q: 3 clusters Score -709595.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -709608.312500 Penalty: 2593.357666
	Iteration 26Q: 3 clusters Score -709608.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -709620.500000 Penalty: 2593.357666
	Iteration 27Q: 3 clusters Score -709620.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -709628.187500 Penalty: 2593.357666
	Iteration 28Q: 3 clusters Score -709628.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -709633.437500 Penalty: 2593.357666
	Iteration 29Q: 3 clusters Score -709633.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -709639.375000 Penalty: 2593.357666
	Iteration 30Q: 3 clusters Score -709639.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -709643.062500 Penalty: 2593.357666
	Iteration 31Q: 3 clusters Score -709643.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -709644.187500 Penalty: 2593.357666
	Iteration 32Q: 3 clusters Score -709644.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -709645.812500 Penalty: 2593.357666
	Iteration 33Q: 3 clusters Score -709645.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -709647.437500 Penalty: 2593.357666
	Iteration 34Q: 3 clusters Score -709647.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -709649.625000 Penalty: 2593.357666
	Iteration 35Q: 3 clusters Score -709649.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -709651.062500 Penalty: 2593.357666
	Iteration 36Q: 3 clusters Score -709651.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -709652.062500 Penalty: 2593.357666
	Iteration 37Q: 3 clusters Score -709652.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -709651.187500 Penalty: 2593.357666
	Iteration 38Q: 3 clusters Score -709651.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -709654.437500 Penalty: 2593.357666
	Iteration 39Q: 3 clusters Score -709654.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -709654.187500 Penalty: 2593.357666
	Iteration 40F: 3 clusters Score -709654.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -709654.750000 Penalty: 2593.357666
	Iteration 41Q: 3 clusters Score -709654.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -709658.062500 Penalty: 2593.357666
	Iteration 42Q: 3 clusters Score -709658.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -709660.750000 Penalty: 2593.357666
	Iteration 43Q: 3 clusters Score -709660.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -709661.375000 Penalty: 2593.357666
	Iteration 44Q: 3 clusters Score -709661.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -709660.312500 Penalty: 2593.357666
	Iteration 45Q: 3 clusters Score -709660.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -709660.500000 Penalty: 2593.357666
	Iteration 46Q: 3 clusters Score -709660.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -709660.500000 Penalty: 2593.357666
	Iteration 47F: 3 clusters Score -709660.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (41248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41248 members 
Entering Unmasked Estep 
Score: -5073279.500000 Penalty: 1581.350830
	Iteration 0F: 2 clusters Score -5073280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20604 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -5046355.000000 Penalty: 3162.701660
	Iteration 0F: 3 clusters Score -5046355 nChanged 18874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -5057109.500000 Penalty: 3162.701660
	Iteration 1F: 3 clusters Score -5057110 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -5057743.000000 Penalty: 3162.701660
	Iteration 2Q: 3 clusters Score -5057743 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21261 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -5058401.500000 Penalty: 3162.701660
	Iteration 3Q: 3 clusters Score -5058402 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -5059048.500000 Penalty: 3162.701660
	Iteration 4Q: 3 clusters Score -5059048 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22274 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -5059749.500000 Penalty: 3162.701660
	Iteration 5Q: 3 clusters Score -5059750 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -5060645.000000 Penalty: 3162.701660
	Iteration 6Q: 3 clusters Score -5060645 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24008 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -5061632.000000 Penalty: 3162.701660
	Iteration 7Q: 3 clusters Score -5061632 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25071 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -5062704.500000 Penalty: 3162.701660
	Iteration 8Q: 3 clusters Score -5062704 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26291 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -5063937.500000 Penalty: 3162.701660
	Iteration 9Q: 3 clusters Score -5063938 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27523 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -5065299.000000 Penalty: 3162.701660
	Iteration 10Q: 3 clusters Score -5065299 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28671 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -5066556.500000 Penalty: 3162.701660
	Iteration 11Q: 3 clusters Score -5066556 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29690 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -5067454.500000 Penalty: 3162.701660
	Iteration 12Q: 3 clusters Score -5067454 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30521 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -5067992.000000 Penalty: 3162.701660
	Iteration 13Q: 3 clusters Score -5067992 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31316 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -5068424.000000 Penalty: 3162.701660
	Iteration 14Q: 3 clusters Score -5068424 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32057 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -5068745.500000 Penalty: 3162.701660
	Iteration 15Q: 3 clusters Score -5068746 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32711 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -5069023.500000 Penalty: 3162.701660
	Iteration 16Q: 3 clusters Score -5069024 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33366 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -5069342.000000 Penalty: 3162.701660
	Iteration 17Q: 3 clusters Score -5069342 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33998 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -5069567.000000 Penalty: 3162.701660
	Iteration 18Q: 3 clusters Score -5069567 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34568 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -5069810.000000 Penalty: 3162.701660
	Iteration 19Q: 3 clusters Score -5069810 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35104 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -5070081.000000 Penalty: 3162.701660
	Iteration 20F: 3 clusters Score -5070081 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35629 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -5070312.000000 Penalty: 3162.701660
	Iteration 21Q: 3 clusters Score -5070312 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36123 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -5070541.000000 Penalty: 3162.701660
	Iteration 22Q: 3 clusters Score -5070541 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36572 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -5070760.000000 Penalty: 3162.701660
	Iteration 23Q: 3 clusters Score -5070760 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36963 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -5070946.500000 Penalty: 3162.701660
	Iteration 24Q: 3 clusters Score -5070946 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37324 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -5071110.000000 Penalty: 3162.701660
	Iteration 25Q: 3 clusters Score -5071110 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37628 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -5071237.000000 Penalty: 3162.701660
	Iteration 26Q: 3 clusters Score -5071237 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37931 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -5071388.500000 Penalty: 3162.701660
	Iteration 27Q: 3 clusters Score -5071388 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38204 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -5071530.000000 Penalty: 3162.701660
	Iteration 28Q: 3 clusters Score -5071530 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38440 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -5071651.000000 Penalty: 3162.701660
	Iteration 29Q: 3 clusters Score -5071651 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38640 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -5071768.500000 Penalty: 3162.701660
	Iteration 30Q: 3 clusters Score -5071768 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38811 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -5071845.500000 Penalty: 3162.701660
	Iteration 31Q: 3 clusters Score -5071846 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38949 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -5071894.000000 Penalty: 3162.701660
	Iteration 32Q: 3 clusters Score -5071894 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39065 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -5071950.500000 Penalty: 3162.701660
	Iteration 33Q: 3 clusters Score -5071950 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39170 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -5072024.500000 Penalty: 3162.701660
	Iteration 34Q: 3 clusters Score -5072024 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39258 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -5072078.000000 Penalty: 3162.701660
	Iteration 35Q: 3 clusters Score -5072078 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39346 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -5072104.000000 Penalty: 3162.701660
	Iteration 36Q: 3 clusters Score -5072104 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39416 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -5072136.500000 Penalty: 3162.701660
	Iteration 37Q: 3 clusters Score -5072136 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39468 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -5072159.000000 Penalty: 3162.701660
	Iteration 38Q: 3 clusters Score -5072159 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39512 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -5072179.000000 Penalty: 3162.701660
	Iteration 39Q: 3 clusters Score -5072179 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39541 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -5072190.000000 Penalty: 3162.701660
	Iteration 40F: 3 clusters Score -5072190 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39571 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -5072191.500000 Penalty: 3162.701660
	Iteration 41Q: 3 clusters Score -5072192 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39594 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -5072204.000000 Penalty: 3162.701660
	Iteration 42Q: 3 clusters Score -5072204 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -5072206.000000 Penalty: 3162.701660
	Iteration 43Q: 3 clusters Score -5072206 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39632 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -5072212.500000 Penalty: 3162.701660
	Iteration 44Q: 3 clusters Score -5072212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39642 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -5072209.000000 Penalty: 3162.701660
	Iteration 45Q: 3 clusters Score -5072209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39648 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -5072212.000000 Penalty: 3162.701660
	Iteration 46Q: 3 clusters Score -5072212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39651 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -5072217.500000 Penalty: 3162.701660
	Iteration 47Q: 3 clusters Score -5072218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39654 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -5072222.000000 Penalty: 3162.701660
	Iteration 48Q: 3 clusters Score -5072222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39655 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -5072219.000000 Penalty: 3162.701660
	Iteration 49Q: 3 clusters Score -5072219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39660 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -5072224.500000 Penalty: 3162.701660
	Iteration 50Q: 3 clusters Score -5072224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39665 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -5072220.000000 Penalty: 3162.701660
	Iteration 51Q: 3 clusters Score -5072220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39670 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -5072221.000000 Penalty: 3162.701660
	Iteration 52Q: 3 clusters Score -5072221 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39680 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -5072217.500000 Penalty: 3162.701660
	Iteration 53Q: 3 clusters Score -5072218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39689 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -5072223.000000 Penalty: 3162.701660
	Iteration 54Q: 3 clusters Score -5072223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39694 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -5072221.000000 Penalty: 3162.701660
	Iteration 55Q: 3 clusters Score -5072221 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39697 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -5072226.500000 Penalty: 3162.701660
	Iteration 56Q: 3 clusters Score -5072226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39707 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -5072225.500000 Penalty: 3162.701660
	Iteration 57Q: 3 clusters Score -5072226 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39718 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -5072226.000000 Penalty: 3162.701660
	Iteration 58Q: 3 clusters Score -5072226 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39727 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -5072231.500000 Penalty: 3162.701660
	Iteration 59Q: 3 clusters Score -5072232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39733 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -5072225.500000 Penalty: 3162.701660
	Iteration 60F: 3 clusters Score -5072226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39736 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -5072232.000000 Penalty: 3162.701660
	Iteration 61Q: 3 clusters Score -5072232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39738 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -5072235.000000 Penalty: 3162.701660
	Iteration 62Q: 3 clusters Score -5072235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39742 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -5072235.500000 Penalty: 3162.701660
	Iteration 63Q: 3 clusters Score -5072236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39745 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -5072238.000000 Penalty: 3162.701660
	Iteration 64Q: 3 clusters Score -5072238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39747 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -5072239.500000 Penalty: 3162.701660
	Iteration 65Q: 3 clusters Score -5072240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39752 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -5072244.000000 Penalty: 3162.701660
	Iteration 66Q: 3 clusters Score -5072244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39753 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -5072242.500000 Penalty: 3162.701660
	Iteration 67Q: 3 clusters Score -5072242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39755 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -5072239.500000 Penalty: 3162.701660
	Iteration 68Q: 3 clusters Score -5072240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39758 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -5072239.500000 Penalty: 3162.701660
	Iteration 69Q: 3 clusters Score -5072240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39764 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -5072245.000000 Penalty: 3162.701660
	Iteration 70Q: 3 clusters Score -5072245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39769 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -5072252.500000 Penalty: 3162.701660
	Iteration 71Q: 3 clusters Score -5072252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39773 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -5072251.500000 Penalty: 3162.701660
	Iteration 72Q: 3 clusters Score -5072252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39773 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -5072251.500000 Penalty: 3162.701660
	Iteration 73F: 3 clusters Score -5072252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (22472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22472 members 
Entering Unmasked Estep 
Score: -2841888.250000 Penalty: 1490.979736
	Iteration 0F: 2 clusters Score -2841888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -2827216.750000 Penalty: 2981.959473
	Iteration 0F: 3 clusters Score -2827217 nChanged 9991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -2832563.500000 Penalty: 2981.959473
	Iteration 1F: 3 clusters Score -2832564 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -2833029.000000 Penalty: 2981.959473
	Iteration 2F: 3 clusters Score -2833029 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -2833579.750000 Penalty: 2981.959473
	Iteration 3F: 3 clusters Score -2833580 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -2834326.750000 Penalty: 2981.959473
	Iteration 4F: 3 clusters Score -2834327 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -2835247.000000 Penalty: 2981.959473
	Iteration 5F: 3 clusters Score -2835247 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -2836381.750000 Penalty: 2981.959473
	Iteration 6F: 3 clusters Score -2836382 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -2837504.750000 Penalty: 2981.959473
	Iteration 7F: 3 clusters Score -2837505 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -2838461.250000 Penalty: 2981.959473
	Iteration 8F: 3 clusters Score -2838461 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -2839245.500000 Penalty: 2981.959473
	Iteration 9Q: 3 clusters Score -2839246 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -2839890.000000 Penalty: 2981.959473
	Iteration 10Q: 3 clusters Score -2839890 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -2840385.000000 Penalty: 2981.959473
	Iteration 11Q: 3 clusters Score -2840385 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -2840727.250000 Penalty: 2981.959473
	Iteration 12Q: 3 clusters Score -2840727 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -2840896.250000 Penalty: 2981.959473
	Iteration 13Q: 3 clusters Score -2840896 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20902 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2841000.500000 Penalty: 2981.959473
	Iteration 14Q: 3 clusters Score -2841000 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -2841061.250000 Penalty: 2981.959473
	Iteration 15Q: 3 clusters Score -2841061 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2841088.000000 Penalty: 2981.959473
	Iteration 16Q: 3 clusters Score -2841088 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2841111.250000 Penalty: 2981.959473
	Iteration 17Q: 3 clusters Score -2841111 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2841123.250000 Penalty: 2981.959473
	Iteration 18Q: 3 clusters Score -2841123 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2841136.250000 Penalty: 2981.959473
	Iteration 19Q: 3 clusters Score -2841136 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2841148.750000 Penalty: 2981.959473
	Iteration 20F: 3 clusters Score -2841149 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21131 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -2841157.750000 Penalty: 2981.959473
	Iteration 21Q: 3 clusters Score -2841158 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21151 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -2841166.500000 Penalty: 2981.959473
	Iteration 22Q: 3 clusters Score -2841166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2841164.500000 Penalty: 2981.959473
	Iteration 23Q: 3 clusters Score -2841164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21174 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -2841165.250000 Penalty: 2981.959473
	Iteration 24Q: 3 clusters Score -2841165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2841160.750000 Penalty: 2981.959473
	Iteration 25Q: 3 clusters Score -2841161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2841159.000000 Penalty: 2981.959473
	Iteration 26Q: 3 clusters Score -2841159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2841159.000000 Penalty: 2981.959473
	Iteration 27F: 3 clusters Score -2841159 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Entering Unmasked Estep 
Score: -632742.875000 Penalty: 1276.112915
	Iteration 0F: 2 clusters Score -632742.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -628888.375000 Penalty: 2552.225830
	Iteration 0F: 3 clusters Score -628888.4 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -630029.812500 Penalty: 2552.225830
	Iteration 1F: 3 clusters Score -630029.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -630264.562500 Penalty: 2552.225830
	Iteration 2F: 3 clusters Score -630264.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -630412.187500 Penalty: 2552.225830
	Iteration 3F: 3 clusters Score -630412.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -630507.312500 Penalty: 2552.225830
	Iteration 4Q: 3 clusters Score -630507.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -630576.812500 Penalty: 2552.225830
	Iteration 5Q: 3 clusters Score -630576.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -630648.312500 Penalty: 2552.225830
	Iteration 6Q: 3 clusters Score -630648.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -630699.437500 Penalty: 2552.225830
	Iteration 7Q: 3 clusters Score -630699.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -630759.687500 Penalty: 2552.225830
	Iteration 8Q: 3 clusters Score -630759.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -630823.312500 Penalty: 2552.225830
	Iteration 9Q: 3 clusters Score -630823.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -630870.687500 Penalty: 2552.225830
	Iteration 10Q: 3 clusters Score -630870.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -630915.687500 Penalty: 2552.225830
	Iteration 11Q: 3 clusters Score -630915.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -630954.062500 Penalty: 2552.225830
	Iteration 12Q: 3 clusters Score -630954.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -630984.750000 Penalty: 2552.225830
	Iteration 13Q: 3 clusters Score -630984.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -631013.750000 Penalty: 2552.225830
	Iteration 14Q: 3 clusters Score -631013.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -631035.062500 Penalty: 2552.225830
	Iteration 15Q: 3 clusters Score -631035.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -631052.500000 Penalty: 2552.225830
	Iteration 16Q: 3 clusters Score -631052.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -631069.937500 Penalty: 2552.225830
	Iteration 17Q: 3 clusters Score -631069.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -631084.125000 Penalty: 2552.225830
	Iteration 18Q: 3 clusters Score -631084.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -631096.000000 Penalty: 2552.225830
	Iteration 19Q: 3 clusters Score -631096 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -631106.500000 Penalty: 2552.225830
	Iteration 20F: 3 clusters Score -631106.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -631116.062500 Penalty: 2552.225830
	Iteration 21Q: 3 clusters Score -631116.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -631127.937500 Penalty: 2552.225830
	Iteration 22Q: 3 clusters Score -631127.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -631146.250000 Penalty: 2552.225830
	Iteration 23Q: 3 clusters Score -631146.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -631158.625000 Penalty: 2552.225830
	Iteration 24Q: 3 clusters Score -631158.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -631167.625000 Penalty: 2552.225830
	Iteration 25Q: 3 clusters Score -631167.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -631177.000000 Penalty: 2552.225830
	Iteration 26Q: 3 clusters Score -631177 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -631188.312500 Penalty: 2552.225830
	Iteration 27Q: 3 clusters Score -631188.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -631200.750000 Penalty: 2552.225830
	Iteration 28Q: 3 clusters Score -631200.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -631212.750000 Penalty: 2552.225830
	Iteration 29Q: 3 clusters Score -631212.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -631231.062500 Penalty: 2552.225830
	Iteration 30Q: 3 clusters Score -631231.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -631260.937500 Penalty: 2552.225830
	Iteration 31Q: 3 clusters Score -631260.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -631279.875000 Penalty: 2552.225830
	Iteration 32Q: 3 clusters Score -631279.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -631302.125000 Penalty: 2552.225830
	Iteration 33Q: 3 clusters Score -631302.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -631325.125000 Penalty: 2552.225830
	Iteration 34Q: 3 clusters Score -631325.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -631365.500000 Penalty: 2552.225830
	Iteration 35Q: 3 clusters Score -631365.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -631401.937500 Penalty: 2552.225830
	Iteration 36Q: 3 clusters Score -631401.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -631439.062500 Penalty: 2552.225830
	Iteration 37Q: 3 clusters Score -631439.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -631471.250000 Penalty: 2552.225830
	Iteration 38Q: 3 clusters Score -631471.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -631494.062500 Penalty: 2552.225830
	Iteration 39Q: 3 clusters Score -631494.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -631511.500000 Penalty: 2552.225830
	Iteration 40F: 3 clusters Score -631511.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -631524.375000 Penalty: 2552.225830
	Iteration 41Q: 3 clusters Score -631524.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -631540.812500 Penalty: 2552.225830
	Iteration 42Q: 3 clusters Score -631540.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -631554.250000 Penalty: 2552.225830
	Iteration 43Q: 3 clusters Score -631554.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -631565.437500 Penalty: 2552.225830
	Iteration 44Q: 3 clusters Score -631565.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -631576.875000 Penalty: 2552.225830
	Iteration 45Q: 3 clusters Score -631576.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -631591.687500 Penalty: 2552.225830
	Iteration 46Q: 3 clusters Score -631591.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -631602.312500 Penalty: 2552.225830
	Iteration 47Q: 3 clusters Score -631602.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -631613.500000 Penalty: 2552.225830
	Iteration 48Q: 3 clusters Score -631613.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -631624.687500 Penalty: 2552.225830
	Iteration 49Q: 3 clusters Score -631624.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -631634.062500 Penalty: 2552.225830
	Iteration 50Q: 3 clusters Score -631634.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -631638.250000 Penalty: 2552.225830
	Iteration 51Q: 3 clusters Score -631638.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -631643.062500 Penalty: 2552.225830
	Iteration 52Q: 3 clusters Score -631643.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -631648.250000 Penalty: 2552.225830
	Iteration 53Q: 3 clusters Score -631648.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -631652.437500 Penalty: 2552.225830
	Iteration 54Q: 3 clusters Score -631652.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -631663.312500 Penalty: 2552.225830
	Iteration 55Q: 3 clusters Score -631663.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -631677.125000 Penalty: 2552.225830
	Iteration 56Q: 3 clusters Score -631677.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -631691.187500 Penalty: 2552.225830
	Iteration 57Q: 3 clusters Score -631691.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -631701.125000 Penalty: 2552.225830
	Iteration 58Q: 3 clusters Score -631701.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -631710.062500 Penalty: 2552.225830
	Iteration 59Q: 3 clusters Score -631710.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -631715.125000 Penalty: 2552.225830
	Iteration 60F: 3 clusters Score -631715.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -631717.312500 Penalty: 2552.225830
	Iteration 61Q: 3 clusters Score -631717.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -631723.875000 Penalty: 2552.225830
	Iteration 62Q: 3 clusters Score -631723.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -631728.000000 Penalty: 2552.225830
	Iteration 63Q: 3 clusters Score -631728 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -631734.062500 Penalty: 2552.225830
	Iteration 64Q: 3 clusters Score -631734.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -631741.187500 Penalty: 2552.225830
	Iteration 65Q: 3 clusters Score -631741.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -631748.875000 Penalty: 2552.225830
	Iteration 66Q: 3 clusters Score -631748.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -631757.750000 Penalty: 2552.225830
	Iteration 67Q: 3 clusters Score -631757.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -631762.125000 Penalty: 2552.225830
	Iteration 68Q: 3 clusters Score -631762.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -631766.062500 Penalty: 2552.225830
	Iteration 69Q: 3 clusters Score -631766.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -631770.625000 Penalty: 2552.225830
	Iteration 70Q: 3 clusters Score -631770.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -631773.250000 Penalty: 2552.225830
	Iteration 71Q: 3 clusters Score -631773.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -631777.312500 Penalty: 2552.225830
	Iteration 72Q: 3 clusters Score -631777.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -631780.187500 Penalty: 2552.225830
	Iteration 73Q: 3 clusters Score -631780.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -631786.625000 Penalty: 2552.225830
	Iteration 74Q: 3 clusters Score -631786.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -631790.187500 Penalty: 2552.225830
	Iteration 75Q: 3 clusters Score -631790.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -631793.562500 Penalty: 2552.225830
	Iteration 76Q: 3 clusters Score -631793.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -631797.562500 Penalty: 2552.225830
	Iteration 77Q: 3 clusters Score -631797.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -631802.250000 Penalty: 2552.225830
	Iteration 78Q: 3 clusters Score -631802.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -631804.625000 Penalty: 2552.225830
	Iteration 79Q: 3 clusters Score -631804.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -631808.250000 Penalty: 2552.225830
	Iteration 80F: 3 clusters Score -631808.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -631810.875000 Penalty: 2552.225830
	Iteration 81Q: 3 clusters Score -631810.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -631813.625000 Penalty: 2552.225830
	Iteration 82Q: 3 clusters Score -631813.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -631817.500000 Penalty: 2552.225830
	Iteration 83Q: 3 clusters Score -631817.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -631821.625000 Penalty: 2552.225830
	Iteration 84Q: 3 clusters Score -631821.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -631824.687500 Penalty: 2552.225830
	Iteration 85Q: 3 clusters Score -631824.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -631829.250000 Penalty: 2552.225830
	Iteration 86Q: 3 clusters Score -631829.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -631834.375000 Penalty: 2552.225830
	Iteration 87Q: 3 clusters Score -631834.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -631835.500000 Penalty: 2552.225830
	Iteration 88Q: 3 clusters Score -631835.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -631839.375000 Penalty: 2552.225830
	Iteration 89Q: 3 clusters Score -631839.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -631842.312500 Penalty: 2552.225830
	Iteration 90Q: 3 clusters Score -631842.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -631845.375000 Penalty: 2552.225830
	Iteration 91Q: 3 clusters Score -631845.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -631846.875000 Penalty: 2552.225830
	Iteration 92Q: 3 clusters Score -631846.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -631848.375000 Penalty: 2552.225830
	Iteration 93Q: 3 clusters Score -631848.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -631851.687500 Penalty: 2552.225830
	Iteration 94Q: 3 clusters Score -631851.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -631851.250000 Penalty: 2552.225830
	Iteration 95Q: 3 clusters Score -631851.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -631851.562500 Penalty: 2552.225830
	Iteration 96Q: 3 clusters Score -631851.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -631851.250000 Penalty: 2552.225830
	Iteration 97Q: 3 clusters Score -631851.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -631851.250000 Penalty: 2552.225830
	Iteration 98F: 3 clusters Score -631851.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Entering Unmasked Estep 
Score: -533019.125000 Penalty: 1253.977539
	Iteration 0F: 2 clusters Score -533019.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -529614.937500 Penalty: 2507.955078
	Iteration 0F: 3 clusters Score -529614.9 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -530731.062500 Penalty: 2507.955078
	Iteration 1F: 3 clusters Score -530731.1 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -531073.062500 Penalty: 2507.955078
	Iteration 2F: 3 clusters Score -531073.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -531307.937500 Penalty: 2507.955078
	Iteration 3F: 3 clusters Score -531307.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -531548.375000 Penalty: 2507.955078
	Iteration 4F: 3 clusters Score -531548.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -531716.812500 Penalty: 2507.955078
	Iteration 5Q: 3 clusters Score -531716.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -531836.437500 Penalty: 2507.955078
	Iteration 6Q: 3 clusters Score -531836.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -531941.437500 Penalty: 2507.955078
	Iteration 7Q: 3 clusters Score -531941.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -532028.375000 Penalty: 2507.955078
	Iteration 8Q: 3 clusters Score -532028.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -532097.000000 Penalty: 2507.955078
	Iteration 9Q: 3 clusters Score -532097 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -532165.187500 Penalty: 2507.955078
	Iteration 10Q: 3 clusters Score -532165.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -532226.812500 Penalty: 2507.955078
	Iteration 11Q: 3 clusters Score -532226.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -532267.437500 Penalty: 2507.955078
	Iteration 12Q: 3 clusters Score -532267.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -532309.187500 Penalty: 2507.955078
	Iteration 13Q: 3 clusters Score -532309.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -532345.312500 Penalty: 2507.955078
	Iteration 14Q: 3 clusters Score -532345.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -532365.250000 Penalty: 2507.955078
	Iteration 15Q: 3 clusters Score -532365.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -532377.312500 Penalty: 2507.955078
	Iteration 16Q: 3 clusters Score -532377.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -532386.937500 Penalty: 2507.955078
	Iteration 17Q: 3 clusters Score -532386.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -532395.062500 Penalty: 2507.955078
	Iteration 18Q: 3 clusters Score -532395.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -532400.687500 Penalty: 2507.955078
	Iteration 19Q: 3 clusters Score -532400.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -532404.875000 Penalty: 2507.955078
	Iteration 20F: 3 clusters Score -532404.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -532409.875000 Penalty: 2507.955078
	Iteration 21Q: 3 clusters Score -532409.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -532412.562500 Penalty: 2507.955078
	Iteration 22Q: 3 clusters Score -532412.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -532417.375000 Penalty: 2507.955078
	Iteration 23Q: 3 clusters Score -532417.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -532421.562500 Penalty: 2507.955078
	Iteration 24Q: 3 clusters Score -532421.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -532428.500000 Penalty: 2507.955078
	Iteration 25Q: 3 clusters Score -532428.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -532432.750000 Penalty: 2507.955078
	Iteration 26Q: 3 clusters Score -532432.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -532434.250000 Penalty: 2507.955078
	Iteration 27Q: 3 clusters Score -532434.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -532436.687500 Penalty: 2507.955078
	Iteration 28Q: 3 clusters Score -532436.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -532437.500000 Penalty: 2507.955078
	Iteration 29Q: 3 clusters Score -532437.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -532437.500000 Penalty: 2507.955078
	Iteration 30F: 3 clusters Score -532437.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Entering Unmasked Estep 
Score: -60176.351562 Penalty: 964.458679
	Iteration 0F: 2 clusters Score -60176.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -59199.628906 Penalty: 1928.917358
	Iteration 0F: 3 clusters Score -59199.63 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -59464.644531 Penalty: 1928.917358
	Iteration 1F: 3 clusters Score -59464.64 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -59620.468750 Penalty: 1928.917358
	Iteration 2F: 3 clusters Score -59620.47 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -59691.640625 Penalty: 1928.917358
	Iteration 3F: 3 clusters Score -59691.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -59730.066406 Penalty: 1928.917358
	Iteration 4Q: 3 clusters Score -59730.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -59757.828125 Penalty: 1928.917358
	Iteration 5Q: 3 clusters Score -59757.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -59773.796875 Penalty: 1928.917358
	Iteration 6Q: 3 clusters Score -59773.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -59790.035156 Penalty: 1928.917358
	Iteration 7Q: 3 clusters Score -59790.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -59820.980469 Penalty: 1928.917358
	Iteration 8Q: 3 clusters Score -59820.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -59859.988281 Penalty: 1928.917358
	Iteration 9Q: 3 clusters Score -59859.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -59911.121094 Penalty: 1928.917358
	Iteration 10Q: 3 clusters Score -59911.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -59944.261719 Penalty: 1928.917358
	Iteration 11Q: 3 clusters Score -59944.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -59980.343750 Penalty: 1928.917358
	Iteration 12Q: 3 clusters Score -59980.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -59995.390625 Penalty: 1928.917358
	Iteration 13Q: 3 clusters Score -59995.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -60007.968750 Penalty: 1928.917358
	Iteration 14Q: 3 clusters Score -60007.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -60021.832031 Penalty: 1928.917358
	Iteration 15Q: 3 clusters Score -60021.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -60041.164062 Penalty: 1928.917358
	Iteration 16Q: 3 clusters Score -60041.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -60053.878906 Penalty: 1928.917358
	Iteration 17Q: 3 clusters Score -60053.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -60071.980469 Penalty: 1928.917358
	Iteration 18Q: 3 clusters Score -60071.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -60079.605469 Penalty: 1928.917358
	Iteration 19Q: 3 clusters Score -60079.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -60091.160156 Penalty: 1928.917358
	Iteration 20F: 3 clusters Score -60091.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -60092.691406 Penalty: 1928.917358
	Iteration 21Q: 3 clusters Score -60092.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -60093.566406 Penalty: 1928.917358
	Iteration 22Q: 3 clusters Score -60093.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -60093.566406 Penalty: 1928.917358
	Iteration 23F: 3 clusters Score -60093.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (10815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Entering Unmasked Estep 
Score: -1315535.000000 Penalty: 1382.156982
	Iteration 0F: 2 clusters Score -1315535 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1308269.750000 Penalty: 2764.313965
	Iteration 0F: 3 clusters Score -1308270 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1310684.250000 Penalty: 2764.313965
	Iteration 1F: 3 clusters Score -1310684 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1310976.375000 Penalty: 2764.313965
	Iteration 2F: 3 clusters Score -1310976 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1311196.125000 Penalty: 2764.313965
	Iteration 3Q: 3 clusters Score -1311196 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1311366.125000 Penalty: 2764.313965
	Iteration 4Q: 3 clusters Score -1311366 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1311479.000000 Penalty: 2764.313965
	Iteration 5Q: 3 clusters Score -1311479 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1311583.625000 Penalty: 2764.313965
	Iteration 6Q: 3 clusters Score -1311584 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1311670.625000 Penalty: 2764.313965
	Iteration 7Q: 3 clusters Score -1311671 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1311755.625000 Penalty: 2764.313965
	Iteration 8Q: 3 clusters Score -1311756 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1311844.250000 Penalty: 2764.313965
	Iteration 9Q: 3 clusters Score -1311844 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1311916.375000 Penalty: 2764.313965
	Iteration 10Q: 3 clusters Score -1311916 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1311995.125000 Penalty: 2764.313965
	Iteration 11Q: 3 clusters Score -1311995 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1312066.250000 Penalty: 2764.313965
	Iteration 12Q: 3 clusters Score -1312066 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1312131.500000 Penalty: 2764.313965
	Iteration 13Q: 3 clusters Score -1312132 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1312210.000000 Penalty: 2764.313965
	Iteration 14Q: 3 clusters Score -1312210 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1312290.500000 Penalty: 2764.313965
	Iteration 15Q: 3 clusters Score -1312290 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1312370.375000 Penalty: 2764.313965
	Iteration 16Q: 3 clusters Score -1312370 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1312463.500000 Penalty: 2764.313965
	Iteration 17Q: 3 clusters Score -1312464 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1312575.250000 Penalty: 2764.313965
	Iteration 18Q: 3 clusters Score -1312575 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1312713.125000 Penalty: 2764.313965
	Iteration 19Q: 3 clusters Score -1312713 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1312862.750000 Penalty: 2764.313965
	Iteration 20F: 3 clusters Score -1312863 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1313002.500000 Penalty: 2764.313965
	Iteration 21Q: 3 clusters Score -1313002 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1313147.375000 Penalty: 2764.313965
	Iteration 22Q: 3 clusters Score -1313147 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1313287.000000 Penalty: 2764.313965
	Iteration 23Q: 3 clusters Score -1313287 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1313414.000000 Penalty: 2764.313965
	Iteration 24Q: 3 clusters Score -1313414 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1313543.250000 Penalty: 2764.313965
	Iteration 25Q: 3 clusters Score -1313543 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1313653.000000 Penalty: 2764.313965
	Iteration 26Q: 3 clusters Score -1313653 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1313751.625000 Penalty: 2764.313965
	Iteration 27Q: 3 clusters Score -1313752 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1313836.625000 Penalty: 2764.313965
	Iteration 28Q: 3 clusters Score -1313837 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1313915.375000 Penalty: 2764.313965
	Iteration 29Q: 3 clusters Score -1313915 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1313992.125000 Penalty: 2764.313965
	Iteration 30Q: 3 clusters Score -1313992 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1314052.875000 Penalty: 2764.313965
	Iteration 31Q: 3 clusters Score -1314053 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1314103.125000 Penalty: 2764.313965
	Iteration 32Q: 3 clusters Score -1314103 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1314161.250000 Penalty: 2764.313965
	Iteration 33Q: 3 clusters Score -1314161 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1314214.250000 Penalty: 2764.313965
	Iteration 34Q: 3 clusters Score -1314214 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1314254.375000 Penalty: 2764.313965
	Iteration 35Q: 3 clusters Score -1314254 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1314288.250000 Penalty: 2764.313965
	Iteration 36Q: 3 clusters Score -1314288 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1314324.875000 Penalty: 2764.313965
	Iteration 37Q: 3 clusters Score -1314325 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1314355.500000 Penalty: 2764.313965
	Iteration 38Q: 3 clusters Score -1314356 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1314374.250000 Penalty: 2764.313965
	Iteration 39Q: 3 clusters Score -1314374 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1314397.375000 Penalty: 2764.313965
	Iteration 40F: 3 clusters Score -1314397 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1314421.625000 Penalty: 2764.313965
	Iteration 41Q: 3 clusters Score -1314422 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1314444.875000 Penalty: 2764.313965
	Iteration 42Q: 3 clusters Score -1314445 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1314451.375000 Penalty: 2764.313965
	Iteration 43Q: 3 clusters Score -1314451 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1314470.750000 Penalty: 2764.313965
	Iteration 44Q: 3 clusters Score -1314471 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1314484.750000 Penalty: 2764.313965
	Iteration 45Q: 3 clusters Score -1314485 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1314498.125000 Penalty: 2764.313965
	Iteration 46Q: 3 clusters Score -1314498 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1314508.000000 Penalty: 2764.313965
	Iteration 47Q: 3 clusters Score -1314508 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1314516.750000 Penalty: 2764.313965
	Iteration 48Q: 3 clusters Score -1314517 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1314521.625000 Penalty: 2764.313965
	Iteration 49Q: 3 clusters Score -1314522 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1314529.250000 Penalty: 2764.313965
	Iteration 50Q: 3 clusters Score -1314529 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1314535.375000 Penalty: 2764.313965
	Iteration 51Q: 3 clusters Score -1314535 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1314542.625000 Penalty: 2764.313965
	Iteration 52Q: 3 clusters Score -1314543 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1314546.000000 Penalty: 2764.313965
	Iteration 53Q: 3 clusters Score -1314546 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1314551.750000 Penalty: 2764.313965
	Iteration 54Q: 3 clusters Score -1314552 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1314562.500000 Penalty: 2764.313965
	Iteration 55Q: 3 clusters Score -1314562 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1314570.250000 Penalty: 2764.313965
	Iteration 56Q: 3 clusters Score -1314570 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1314577.250000 Penalty: 2764.313965
	Iteration 57Q: 3 clusters Score -1314577 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1314584.250000 Penalty: 2764.313965
	Iteration 58Q: 3 clusters Score -1314584 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1314598.250000 Penalty: 2764.313965
	Iteration 59Q: 3 clusters Score -1314598 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1314607.625000 Penalty: 2764.313965
	Iteration 60F: 3 clusters Score -1314608 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1314614.750000 Penalty: 2764.313965
	Iteration 61Q: 3 clusters Score -1314615 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1314622.375000 Penalty: 2764.313965
	Iteration 62Q: 3 clusters Score -1314622 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1314635.625000 Penalty: 2764.313965
	Iteration 63Q: 3 clusters Score -1314636 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1314646.250000 Penalty: 2764.313965
	Iteration 64Q: 3 clusters Score -1314646 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1314652.875000 Penalty: 2764.313965
	Iteration 65Q: 3 clusters Score -1314653 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1314662.750000 Penalty: 2764.313965
	Iteration 66Q: 3 clusters Score -1314663 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1314670.875000 Penalty: 2764.313965
	Iteration 67Q: 3 clusters Score -1314671 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1314676.250000 Penalty: 2764.313965
	Iteration 68Q: 3 clusters Score -1314676 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1314679.750000 Penalty: 2764.313965
	Iteration 69Q: 3 clusters Score -1314680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1314683.000000 Penalty: 2764.313965
	Iteration 70Q: 3 clusters Score -1314683 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1314684.875000 Penalty: 2764.313965
	Iteration 71Q: 3 clusters Score -1314685 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1314687.750000 Penalty: 2764.313965
	Iteration 72Q: 3 clusters Score -1314688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1314687.125000 Penalty: 2764.313965
	Iteration 73Q: 3 clusters Score -1314687 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1314687.750000 Penalty: 2764.313965
	Iteration 74Q: 3 clusters Score -1314688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1314689.375000 Penalty: 2764.313965
	Iteration 75Q: 3 clusters Score -1314689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1314689.875000 Penalty: 2764.313965
	Iteration 76Q: 3 clusters Score -1314690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1314692.000000 Penalty: 2764.313965
	Iteration 77Q: 3 clusters Score -1314692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1314692.500000 Penalty: 2764.313965
	Iteration 78Q: 3 clusters Score -1314692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1314689.750000 Penalty: 2764.313965
	Iteration 79Q: 3 clusters Score -1314690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1314691.250000 Penalty: 2764.313965
	Iteration 80F: 3 clusters Score -1314691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Entering Unmasked Estep 
Score: -20432.458984 Penalty: 840.567383
	Iteration 0F: 2 clusters Score -20432.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -19778.675781 Penalty: 1681.134766
	Iteration 0F: 3 clusters Score -19778.68 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -19937.398438 Penalty: 1681.134766
	Iteration 1F: 3 clusters Score -19937.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -19964.960938 Penalty: 1681.134766
	Iteration 2Q: 3 clusters Score -19964.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -19971.470703 Penalty: 1681.134766
	Iteration 3Q: 3 clusters Score -19971.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -19976.457031 Penalty: 1681.134766
	Iteration 4Q: 3 clusters Score -19976.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -19976.457031 Penalty: 1681.134766
	Iteration 5F: 3 clusters Score -19976.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Entering Unmasked Estep 
Score: -132162.125000 Penalty: 1047.501465
	Iteration 0F: 2 clusters Score -132162.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -130830.710938 Penalty: 2095.002930
	Iteration 0F: 3 clusters Score -130830.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -131109.843750 Penalty: 2095.002930
	Iteration 1F: 3 clusters Score -131109.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -131181.406250 Penalty: 2095.002930
	Iteration 2F: 3 clusters Score -131181.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -131207.468750 Penalty: 2095.002930
	Iteration 3Q: 3 clusters Score -131207.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -131226.687500 Penalty: 2095.002930
	Iteration 4Q: 3 clusters Score -131226.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -131244.984375 Penalty: 2095.002930
	Iteration 5Q: 3 clusters Score -131245 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -131252.562500 Penalty: 2095.002930
	Iteration 6Q: 3 clusters Score -131252.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -131259.453125 Penalty: 2095.002930
	Iteration 7Q: 3 clusters Score -131259.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -131263.390625 Penalty: 2095.002930
	Iteration 8Q: 3 clusters Score -131263.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -131265.812500 Penalty: 2095.002930
	Iteration 9Q: 3 clusters Score -131265.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -131265.812500 Penalty: 2095.002930
	Iteration 10F: 3 clusters Score -131265.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Entering Unmasked Estep 
Score: -44557.851562 Penalty: 891.901489
	Iteration 0F: 2 clusters Score -44557.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -43694.925781 Penalty: 1783.802979
	Iteration 0F: 3 clusters Score -43694.93 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -43891.226562 Penalty: 1783.802979
	Iteration 1F: 3 clusters Score -43891.23 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -44028.746094 Penalty: 1783.802979
	Iteration 2F: 3 clusters Score -44028.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -44099.289062 Penalty: 1783.802979
	Iteration 3Q: 3 clusters Score -44099.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -44186.613281 Penalty: 1783.802979
	Iteration 4Q: 3 clusters Score -44186.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -44238.968750 Penalty: 1783.802979
	Iteration 5Q: 3 clusters Score -44238.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -44251.945312 Penalty: 1783.802979
	Iteration 6Q: 3 clusters Score -44251.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -44258.769531 Penalty: 1783.802979
	Iteration 7Q: 3 clusters Score -44258.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -44274.511719 Penalty: 1783.802979
	Iteration 8Q: 3 clusters Score -44274.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -44282.070312 Penalty: 1783.802979
	Iteration 9Q: 3 clusters Score -44282.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -44282.070312 Penalty: 1783.802979
	Iteration 10F: 3 clusters Score -44282.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Entering Unmasked Estep 
Score: -9760.527344 Penalty: 753.314148
	Iteration 0F: 2 clusters Score -9760.527 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 74 members 
Entering Unmasked Estep 
Score: -9241.332031 Penalty: 1506.628296
	Iteration 0F: 3 clusters Score -9241.332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -9305.986328 Penalty: 1506.628296
	Iteration 1F: 3 clusters Score -9305.986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -9325.384766 Penalty: 1506.628296
	Iteration 2Q: 3 clusters Score -9325.385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -9338.375000 Penalty: 1506.628296
	Iteration 3Q: 3 clusters Score -9338.375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -9338.375000 Penalty: 1506.628296
	Iteration 4F: 3 clusters Score -9338.375 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Entering Unmasked Estep 
Score: -26646.306641 Penalty: 846.221985
	Iteration 0F: 2 clusters Score -26646.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -25944.748047 Penalty: 1692.443970
	Iteration 0F: 3 clusters Score -25944.75 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -26068.351562 Penalty: 1692.443970
	Iteration 1F: 3 clusters Score -26068.35 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -26154.027344 Penalty: 1692.443970
	Iteration 2F: 3 clusters Score -26154.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -26174.628906 Penalty: 1692.443970
	Iteration 3Q: 3 clusters Score -26174.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -26202.046875 Penalty: 1692.443970
	Iteration 4Q: 3 clusters Score -26202.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -26240.542969 Penalty: 1692.443970
	Iteration 5Q: 3 clusters Score -26240.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -26253.871094 Penalty: 1692.443970
	Iteration 6Q: 3 clusters Score -26253.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -26272.703125 Penalty: 1692.443970
	Iteration 7Q: 3 clusters Score -26272.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -26287.644531 Penalty: 1692.443970
	Iteration 8Q: 3 clusters Score -26287.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -26292.437500 Penalty: 1692.443970
	Iteration 9Q: 3 clusters Score -26292.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -26299.138672 Penalty: 1692.443970
	Iteration 10Q: 3 clusters Score -26299.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -26302.308594 Penalty: 1692.443970
	Iteration 11Q: 3 clusters Score -26302.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -26302.308594 Penalty: 1692.443970
	Iteration 12F: 3 clusters Score -26302.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (49550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49550 members 
Entering Unmasked Estep 
Score: -6192359.500000 Penalty: 1608.637817
	Iteration 0F: 2 clusters Score -6192360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24866 members 
Mstep: Class 2 contains 24684 members 
Entering Unmasked Estep 
Score: -6160575.000000 Penalty: 3217.275635
	Iteration 0F: 3 clusters Score -6160575 nChanged 22915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25233 members 
Mstep: Class 2 contains 24317 members 
Entering Unmasked Estep 
Score: -6173700.000000 Penalty: 3217.275635
	Iteration 1F: 3 clusters Score -6173700 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25397 members 
Mstep: Class 2 contains 24153 members 
Entering Unmasked Estep 
Score: -6174309.500000 Penalty: 3217.275635
	Iteration 2Q: 3 clusters Score -6174310 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25688 members 
Mstep: Class 2 contains 23862 members 
Entering Unmasked Estep 
Score: -6174878.000000 Penalty: 3217.275635
	Iteration 3Q: 3 clusters Score -6174878 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26104 members 
Mstep: Class 2 contains 23446 members 
Entering Unmasked Estep 
Score: -6175428.000000 Penalty: 3217.275635
	Iteration 4Q: 3 clusters Score -6175428 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26684 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -6176072.500000 Penalty: 3217.275635
	Iteration 5Q: 3 clusters Score -6176072 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27525 members 
Mstep: Class 2 contains 22025 members 
Entering Unmasked Estep 
Score: -6176921.000000 Penalty: 3217.275635
	Iteration 6Q: 3 clusters Score -6176921 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28641 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -6177993.500000 Penalty: 3217.275635
	Iteration 7Q: 3 clusters Score -6177994 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30175 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
Score: -6179513.500000 Penalty: 3217.275635
	Iteration 8F: 3 clusters Score -6179514 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32254 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -6181973.500000 Penalty: 3217.275635
	Iteration 9F: 3 clusters Score -6181974 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34576 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -6185713.000000 Penalty: 3217.275635
	Iteration 10F: 3 clusters Score -6185713 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36619 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -6189992.000000 Penalty: 3217.275635
	Iteration 11F: 3 clusters Score -6189992 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38093 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -6193521.500000 Penalty: 3217.275635
	Iteration 12F: 3 clusters Score -6193522 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39183 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -6196142.000000 Penalty: 3217.275635
	Iteration 13Q: 3 clusters Score -6196142 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39753 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -6197311.000000 Penalty: 3217.275635
	Iteration 14Q: 3 clusters Score -6197311 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39965 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -6197518.000000 Penalty: 3217.275635
	Iteration 15Q: 3 clusters Score -6197518 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40037 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -6197518.500000 Penalty: 3217.275635
	Iteration 16Q: 3 clusters Score -6197518 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40072 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -6197538.000000 Penalty: 3217.275635
	Iteration 17Q: 3 clusters Score -6197538 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40096 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -6197550.000000 Penalty: 3217.275635
	Iteration 18Q: 3 clusters Score -6197550 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40114 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -6197550.000000 Penalty: 3217.275635
	Iteration 19Q: 3 clusters Score -6197550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40118 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -6197546.000000 Penalty: 3217.275635
	Iteration 20F: 3 clusters Score -6197546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40120 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -6197546.000000 Penalty: 3217.275635
	Iteration 21Q: 3 clusters Score -6197546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40120 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -6197546.000000 Penalty: 3217.275635
	Iteration 22F: 3 clusters Score -6197546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 6942 members 
Mstep: Class 3 contains 28726 members 
Mstep: Class 4 contains 34864 members 
Mstep: Class 5 contains 50285 members 
Mstep: Class 6 contains 24205 members 
Mstep: Class 7 contains 17873 members 
Mstep: Class 8 contains 8899 members 
Mstep: Class 9 contains 72084 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1269 members 
Mstep: Class 12 contains 47906 members 
Mstep: Class 13 contains 34476 members 
Mstep: Class 14 contains 3255 members 
Mstep: Class 15 contains 5672 members 
Mstep: Class 16 contains 17623 members 
Mstep: Class 17 contains 10386 members 
Mstep: Class 18 contains 31392 members 
Mstep: Class 19 contains 13612 members 
Mstep: Class 20 contains 1837 members 
Mstep: Class 21 contains 1352 members 
Mstep: Class 22 contains 8772 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 10276 members 
Mstep: Class 25 contains 6089 members 
Mstep: Class 26 contains 41248 members 
Mstep: Class 27 contains 22472 members 
Mstep: Class 28 contains 5303 members 
Mstep: Class 29 contains 4570 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10815 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 40120 members 
Mstep: Class 38 contains 62200 members 
Mstep: Class 39 contains 7014 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 9430 members 
Entering Unmasked Estep 
Score: -80996096.000000 Penalty: 83809.710938
Splitting cluster 37 changes total score from -80990632.000000 to -80996096.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 38 (62200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62200 members 
Entering Unmasked Estep 
Score: -7918879.000000 Penalty: 1642.470947
	Iteration 0F: 2 clusters Score -7918879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31256 members 
Mstep: Class 2 contains 30944 members 
Entering Unmasked Estep 
Score: -7880375.500000 Penalty: 3284.941895
	Iteration 0F: 3 clusters Score -7880376 nChanged 28806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32418 members 
Mstep: Class 2 contains 29782 members 
Entering Unmasked Estep 
Score: -7896860.500000 Penalty: 3284.941895
	Iteration 1F: 3 clusters Score -7896860 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33078 members 
Mstep: Class 2 contains 29122 members 
Entering Unmasked Estep 
Score: -7897681.500000 Penalty: 3284.941895
	Iteration 2Q: 3 clusters Score -7897682 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33974 members 
Mstep: Class 2 contains 28226 members 
Entering Unmasked Estep 
Score: -7898686.000000 Penalty: 3284.941895
	Iteration 3Q: 3 clusters Score -7898686 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35191 members 
Mstep: Class 2 contains 27009 members 
Entering Unmasked Estep 
Score: -7899998.000000 Penalty: 3284.941895
	Iteration 4Q: 3 clusters Score -7899998 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36771 members 
Mstep: Class 2 contains 25429 members 
Entering Unmasked Estep 
Score: -7901853.500000 Penalty: 3284.941895
	Iteration 5F: 3 clusters Score -7901854 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38711 members 
Mstep: Class 2 contains 23489 members 
Entering Unmasked Estep 
Score: -7904293.500000 Penalty: 3284.941895
	Iteration 6F: 3 clusters Score -7904294 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40898 members 
Mstep: Class 2 contains 21302 members 
Entering Unmasked Estep 
Score: -7906966.000000 Penalty: 3284.941895
	Iteration 7F: 3 clusters Score -7906966 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43186 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -7909467.500000 Penalty: 3284.941895
	Iteration 8F: 3 clusters Score -7909468 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45318 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -7911431.000000 Penalty: 3284.941895
	Iteration 9F: 3 clusters Score -7911431 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47246 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -7912963.500000 Penalty: 3284.941895
	Iteration 10Q: 3 clusters Score -7912964 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48919 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -7914010.500000 Penalty: 3284.941895
	Iteration 11Q: 3 clusters Score -7914010 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50431 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -7914908.000000 Penalty: 3284.941895
	Iteration 12Q: 3 clusters Score -7914908 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51785 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -7915578.000000 Penalty: 3284.941895
	Iteration 13Q: 3 clusters Score -7915578 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52932 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -7916122.500000 Penalty: 3284.941895
	Iteration 14Q: 3 clusters Score -7916122 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53932 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -7916583.000000 Penalty: 3284.941895
	Iteration 15Q: 3 clusters Score -7916583 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54792 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -7916912.000000 Penalty: 3284.941895
	Iteration 16Q: 3 clusters Score -7916912 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55516 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -7917145.000000 Penalty: 3284.941895
	Iteration 17Q: 3 clusters Score -7917145 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56124 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -7917355.500000 Penalty: 3284.941895
	Iteration 18Q: 3 clusters Score -7917356 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56629 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -7917563.000000 Penalty: 3284.941895
	Iteration 19Q: 3 clusters Score -7917563 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57074 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -7917662.500000 Penalty: 3284.941895
	Iteration 20F: 3 clusters Score -7917662 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57449 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -7917806.500000 Penalty: 3284.941895
	Iteration 21Q: 3 clusters Score -7917806 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57742 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -7917896.500000 Penalty: 3284.941895
	Iteration 22Q: 3 clusters Score -7917896 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57992 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -7918003.500000 Penalty: 3284.941895
	Iteration 23Q: 3 clusters Score -7918004 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58220 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -7918090.500000 Penalty: 3284.941895
	Iteration 24Q: 3 clusters Score -7918090 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58417 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -7918166.000000 Penalty: 3284.941895
	Iteration 25Q: 3 clusters Score -7918166 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58579 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -7918173.500000 Penalty: 3284.941895
	Iteration 26Q: 3 clusters Score -7918174 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58721 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -7918190.500000 Penalty: 3284.941895
	Iteration 27Q: 3 clusters Score -7918190 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58845 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -7918233.000000 Penalty: 3284.941895
	Iteration 28Q: 3 clusters Score -7918233 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58967 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -7918273.500000 Penalty: 3284.941895
	Iteration 29Q: 3 clusters Score -7918274 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59068 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -7918312.000000 Penalty: 3284.941895
	Iteration 30Q: 3 clusters Score -7918312 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59140 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -7918346.500000 Penalty: 3284.941895
	Iteration 31Q: 3 clusters Score -7918346 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59198 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -7918348.000000 Penalty: 3284.941895
	Iteration 32Q: 3 clusters Score -7918348 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59253 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -7918367.000000 Penalty: 3284.941895
	Iteration 33Q: 3 clusters Score -7918367 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59308 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -7918384.000000 Penalty: 3284.941895
	Iteration 34Q: 3 clusters Score -7918384 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59364 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -7918419.000000 Penalty: 3284.941895
	Iteration 35Q: 3 clusters Score -7918419 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59421 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -7918442.000000 Penalty: 3284.941895
	Iteration 36Q: 3 clusters Score -7918442 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59456 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -7918434.000000 Penalty: 3284.941895
	Iteration 37Q: 3 clusters Score -7918434 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59490 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -7918456.500000 Penalty: 3284.941895
	Iteration 38Q: 3 clusters Score -7918456 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59528 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -7918457.500000 Penalty: 3284.941895
	Iteration 39Q: 3 clusters Score -7918458 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59552 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -7918461.000000 Penalty: 3284.941895
	Iteration 40F: 3 clusters Score -7918461 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59576 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -7918472.500000 Penalty: 3284.941895
	Iteration 41Q: 3 clusters Score -7918472 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59592 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -7918469.500000 Penalty: 3284.941895
	Iteration 42Q: 3 clusters Score -7918470 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59615 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -7918471.000000 Penalty: 3284.941895
	Iteration 43Q: 3 clusters Score -7918471 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59635 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -7918479.000000 Penalty: 3284.941895
	Iteration 44Q: 3 clusters Score -7918479 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59642 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -7918486.000000 Penalty: 3284.941895
	Iteration 45Q: 3 clusters Score -7918486 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59648 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -7918487.500000 Penalty: 3284.941895
	Iteration 46Q: 3 clusters Score -7918488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59657 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -7918482.000000 Penalty: 3284.941895
	Iteration 47Q: 3 clusters Score -7918482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59661 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -7918486.500000 Penalty: 3284.941895
	Iteration 48Q: 3 clusters Score -7918486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59665 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -7918492.500000 Penalty: 3284.941895
	Iteration 49Q: 3 clusters Score -7918492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59668 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -7918495.500000 Penalty: 3284.941895
	Iteration 50Q: 3 clusters Score -7918496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59674 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -7918495.500000 Penalty: 3284.941895
	Iteration 51Q: 3 clusters Score -7918496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59676 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -7918494.500000 Penalty: 3284.941895
	Iteration 52Q: 3 clusters Score -7918494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59676 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -7918486.000000 Penalty: 3284.941895
	Iteration 53Q: 3 clusters Score -7918486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59677 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -7918488.000000 Penalty: 3284.941895
	Iteration 54Q: 3 clusters Score -7918488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59678 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -7918489.500000 Penalty: 3284.941895
	Iteration 55Q: 3 clusters Score -7918490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59681 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -7918491.500000 Penalty: 3284.941895
	Iteration 56Q: 3 clusters Score -7918492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59684 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -7918494.000000 Penalty: 3284.941895
	Iteration 57Q: 3 clusters Score -7918494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59686 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -7918492.500000 Penalty: 3284.941895
	Iteration 58Q: 3 clusters Score -7918492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59686 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -7918487.500000 Penalty: 3284.941895
	Iteration 59Q: 3 clusters Score -7918488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59685 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -7918488.500000 Penalty: 3284.941895
	Iteration 60F: 3 clusters Score -7918488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (7014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Entering Unmasked Estep 
Score: -872843.750000 Penalty: 1317.722778
	Iteration 0F: 2 clusters Score -872843.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -867965.625000 Penalty: 2635.445557
	Iteration 0F: 3 clusters Score -867965.6 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -869510.750000 Penalty: 2635.445557
	Iteration 1F: 3 clusters Score -869510.8 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -869801.250000 Penalty: 2635.445557
	Iteration 2F: 3 clusters Score -869801.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -870026.437500 Penalty: 2635.445557
	Iteration 3F: 3 clusters Score -870026.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -870226.312500 Penalty: 2635.445557
	Iteration 4Q: 3 clusters Score -870226.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -870426.250000 Penalty: 2635.445557
	Iteration 5Q: 3 clusters Score -870426.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -870600.687500 Penalty: 2635.445557
	Iteration 6Q: 3 clusters Score -870600.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -870744.312500 Penalty: 2635.445557
	Iteration 7Q: 3 clusters Score -870744.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -870883.437500 Penalty: 2635.445557
	Iteration 8Q: 3 clusters Score -870883.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -871009.562500 Penalty: 2635.445557
	Iteration 9Q: 3 clusters Score -871009.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -871128.062500 Penalty: 2635.445557
	Iteration 10Q: 3 clusters Score -871128.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -871241.375000 Penalty: 2635.445557
	Iteration 11Q: 3 clusters Score -871241.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -871348.437500 Penalty: 2635.445557
	Iteration 12Q: 3 clusters Score -871348.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -871442.875000 Penalty: 2635.445557
	Iteration 13Q: 3 clusters Score -871442.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -871519.062500 Penalty: 2635.445557
	Iteration 14Q: 3 clusters Score -871519.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -871587.750000 Penalty: 2635.445557
	Iteration 15Q: 3 clusters Score -871587.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -871625.812500 Penalty: 2635.445557
	Iteration 16Q: 3 clusters Score -871625.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -871652.625000 Penalty: 2635.445557
	Iteration 17Q: 3 clusters Score -871652.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -871674.500000 Penalty: 2635.445557
	Iteration 18Q: 3 clusters Score -871674.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -871689.000000 Penalty: 2635.445557
	Iteration 19Q: 3 clusters Score -871689 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -871701.375000 Penalty: 2635.445557
	Iteration 20F: 3 clusters Score -871701.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -871710.000000 Penalty: 2635.445557
	Iteration 21Q: 3 clusters Score -871710 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -871716.125000 Penalty: 2635.445557
	Iteration 22Q: 3 clusters Score -871716.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -871718.750000 Penalty: 2635.445557
	Iteration 23Q: 3 clusters Score -871718.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -871722.250000 Penalty: 2635.445557
	Iteration 24Q: 3 clusters Score -871722.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -871722.937500 Penalty: 2635.445557
	Iteration 25Q: 3 clusters Score -871722.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -871727.625000 Penalty: 2635.445557
	Iteration 26Q: 3 clusters Score -871727.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -871729.812500 Penalty: 2635.445557
	Iteration 27Q: 3 clusters Score -871729.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -871733.250000 Penalty: 2635.445557
	Iteration 28Q: 3 clusters Score -871733.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -871736.250000 Penalty: 2635.445557
	Iteration 29Q: 3 clusters Score -871736.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -871738.187500 Penalty: 2635.445557
	Iteration 30Q: 3 clusters Score -871738.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -871743.375000 Penalty: 2635.445557
	Iteration 31Q: 3 clusters Score -871743.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -871744.937500 Penalty: 2635.445557
	Iteration 32Q: 3 clusters Score -871744.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -871746.937500 Penalty: 2635.445557
	Iteration 33Q: 3 clusters Score -871746.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -871751.750000 Penalty: 2635.445557
	Iteration 34Q: 3 clusters Score -871751.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -871754.375000 Penalty: 2635.445557
	Iteration 35Q: 3 clusters Score -871754.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -871756.437500 Penalty: 2635.445557
	Iteration 36Q: 3 clusters Score -871756.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -871760.562500 Penalty: 2635.445557
	Iteration 37Q: 3 clusters Score -871760.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -871761.562500 Penalty: 2635.445557
	Iteration 38Q: 3 clusters Score -871761.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -871765.125000 Penalty: 2635.445557
	Iteration 39Q: 3 clusters Score -871765.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -871765.937500 Penalty: 2635.445557
	Iteration 40F: 3 clusters Score -871765.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -871766.875000 Penalty: 2635.445557
	Iteration 41Q: 3 clusters Score -871766.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -871769.250000 Penalty: 2635.445557
	Iteration 42Q: 3 clusters Score -871769.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -871770.187500 Penalty: 2635.445557
	Iteration 43Q: 3 clusters Score -871770.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -871771.312500 Penalty: 2635.445557
	Iteration 44Q: 3 clusters Score -871771.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -871771.625000 Penalty: 2635.445557
	Iteration 45Q: 3 clusters Score -871771.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -871773.062500 Penalty: 2635.445557
	Iteration 46Q: 3 clusters Score -871773.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -871774.562500 Penalty: 2635.445557
	Iteration 47Q: 3 clusters Score -871774.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -871776.062500 Penalty: 2635.445557
	Iteration 48Q: 3 clusters Score -871776.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -871776.062500 Penalty: 2635.445557
	Iteration 49F: 3 clusters Score -871776.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (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: -21138.449219 Penalty: 819.193359
	Iteration 0F: 2 clusters Score -21138.45 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: -20544.906250 Penalty: 1638.386719
	Iteration 0F: 3 clusters Score -20544.91 nChanged 35
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: -20688.603516 Penalty: 1638.386719
	Iteration 1F: 3 clusters Score -20688.6 nChanged 8
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: -20733.525391 Penalty: 1638.386719
	Iteration 2Q: 3 clusters Score -20733.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -20761.644531 Penalty: 1638.386719
	Iteration 3Q: 3 clusters Score -20761.64 nChanged 7
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: -20819.349609 Penalty: 1638.386719
	Iteration 4Q: 3 clusters Score -20819.35 nChanged 4
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: -20851.085938 Penalty: 1638.386719
	Iteration 5Q: 3 clusters Score -20851.09 nChanged 2
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: -20860.062500 Penalty: 1638.386719
	Iteration 6Q: 3 clusters Score -20860.06 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: -20891.845703 Penalty: 1638.386719
	Iteration 7Q: 3 clusters Score -20891.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -20953.353516 Penalty: 1638.386719
	Iteration 8Q: 3 clusters Score -20953.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -20953.353516 Penalty: 1638.386719
	Iteration 9F: 3 clusters Score -20953.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Entering Unmasked Estep 
Score: -14879.831055 Penalty: 803.918457
	Iteration 0F: 2 clusters Score -14879.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -14283.608398 Penalty: 1607.836914
	Iteration 0F: 3 clusters Score -14283.61 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -14416.682617 Penalty: 1607.836914
	Iteration 1F: 3 clusters Score -14416.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -14466.238281 Penalty: 1607.836914
	Iteration 2Q: 3 clusters Score -14466.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -14489.164062 Penalty: 1607.836914
	Iteration 3Q: 3 clusters Score -14489.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -14489.164062 Penalty: 1607.836914
	Iteration 4F: 3 clusters Score -14489.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 6942 members 
Mstep: Class 3 contains 28726 members 
Mstep: Class 4 contains 34864 members 
Mstep: Class 5 contains 50285 members 
Mstep: Class 6 contains 24205 members 
Mstep: Class 7 contains 17873 members 
Mstep: Class 8 contains 8899 members 
Mstep: Class 9 contains 72084 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1269 members 
Mstep: Class 12 contains 47906 members 
Mstep: Class 13 contains 34476 members 
Mstep: Class 14 contains 3255 members 
Mstep: Class 15 contains 5672 members 
Mstep: Class 16 contains 17623 members 
Mstep: Class 17 contains 10386 members 
Mstep: Class 18 contains 31392 members 
Mstep: Class 19 contains 13612 members 
Mstep: Class 20 contains 1837 members 
Mstep: Class 21 contains 1352 members 
Mstep: Class 22 contains 8772 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 10276 members 
Mstep: Class 25 contains 6089 members 
Mstep: Class 26 contains 41248 members 
Mstep: Class 27 contains 22472 members 
Mstep: Class 28 contains 5303 members 
Mstep: Class 29 contains 4570 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10815 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 40120 members 
Mstep: Class 38 contains 62200 members 
Mstep: Class 39 contains 7014 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80997248.000000 Penalty: 83809.710938
Iteration 279Q: 43 clusters Score -8.099725e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 6954 members 
Mstep: Class 3 contains 28712 members 
Mstep: Class 4 contains 34948 members 
Mstep: Class 5 contains 50330 members 
Mstep: Class 6 contains 24265 members 
Mstep: Class 7 contains 17876 members 
Mstep: Class 8 contains 8898 members 
Mstep: Class 9 contains 72175 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1269 members 
Mstep: Class 12 contains 47851 members 
Mstep: Class 13 contains 34501 members 
Mstep: Class 14 contains 3255 members 
Mstep: Class 15 contains 5674 members 
Mstep: Class 16 contains 17679 members 
Mstep: Class 17 contains 10387 members 
Mstep: Class 18 contains 31610 members 
Mstep: Class 19 contains 14025 members 
Mstep: Class 20 contains 1836 members 
Mstep: Class 21 contains 1354 members 
Mstep: Class 22 contains 8777 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 10470 members 
Mstep: Class 25 contains 6091 members 
Mstep: Class 26 contains 41250 members 
Mstep: Class 27 contains 22488 members 
Mstep: Class 28 contains 5300 members 
Mstep: Class 29 contains 4570 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10800 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 39267 members 
Mstep: Class 38 contains 62154 members 
Mstep: Class 39 contains 7015 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 9158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80998088.000000 Penalty: 83809.710938
Iteration 280F: 43 clusters Score -8.099809e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21709 members 
Mstep: Class 2 contains 6954 members 
Mstep: Class 3 contains 28684 members 
Mstep: Class 4 contains 34916 members 
Mstep: Class 5 contains 50397 members 
Mstep: Class 6 contains 24236 members 
Mstep: Class 7 contains 17869 members 
Mstep: Class 8 contains 8898 members 
Mstep: Class 9 contains 72271 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1271 members 
Mstep: Class 12 contains 47798 members 
Mstep: Class 13 contains 34491 members 
Mstep: Class 14 contains 3255 members 
Mstep: Class 15 contains 5675 members 
Mstep: Class 16 contains 17676 members 
Mstep: Class 17 contains 10389 members 
Mstep: Class 18 contains 31483 members 
Mstep: Class 19 contains 14418 members 
Mstep: Class 20 contains 1836 members 
Mstep: Class 21 contains 1354 members 
Mstep: Class 22 contains 8771 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 10531 members 
Mstep: Class 25 contains 6086 members 
Mstep: Class 26 contains 41257 members 
Mstep: Class 27 contains 22480 members 
Mstep: Class 28 contains 5299 members 
Mstep: Class 29 contains 4571 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10792 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 38676 members 
Mstep: Class 38 contains 62033 members 
Mstep: Class 39 contains 7015 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 9566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80998808.000000 Penalty: 83809.710938
Iteration 281Q: 43 clusters Score -8.099881e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 6955 members 
Mstep: Class 3 contains 28663 members 
Mstep: Class 4 contains 34910 members 
Mstep: Class 5 contains 50467 members 
Mstep: Class 6 contains 24227 members 
Mstep: Class 7 contains 17869 members 
Mstep: Class 8 contains 8901 members 
Mstep: Class 9 contains 72379 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1272 members 
Mstep: Class 12 contains 47731 members 
Mstep: Class 13 contains 34488 members 
Mstep: Class 14 contains 3255 members 
Mstep: Class 15 contains 5675 members 
Mstep: Class 16 contains 17679 members 
Mstep: Class 17 contains 10387 members 
Mstep: Class 18 contains 31378 members 
Mstep: Class 19 contains 14733 members 
Mstep: Class 20 contains 1836 members 
Mstep: Class 21 contains 1355 members 
Mstep: Class 22 contains 8769 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 10635 members 
Mstep: Class 25 contains 6082 members 
Mstep: Class 26 contains 41260 members 
Mstep: Class 27 contains 22473 members 
Mstep: Class 28 contains 5299 members 
Mstep: Class 29 contains 4571 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10792 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 38223 members 
Mstep: Class 38 contains 61920 members 
Mstep: Class 39 contains 7017 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 9746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80999000.000000 Penalty: 83809.710938
Iteration 282Q: 43 clusters Score -8.0999e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 6958 members 
Mstep: Class 3 contains 28644 members 
Mstep: Class 4 contains 34918 members 
Mstep: Class 5 contains 50519 members 
Mstep: Class 6 contains 24218 members 
Mstep: Class 7 contains 17866 members 
Mstep: Class 8 contains 8902 members 
Mstep: Class 9 contains 72510 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1272 members 
Mstep: Class 12 contains 47651 members 
Mstep: Class 13 contains 34484 members 
Mstep: Class 14 contains 3255 members 
Mstep: Class 15 contains 5674 members 
Mstep: Class 16 contains 17683 members 
Mstep: Class 17 contains 10388 members 
Mstep: Class 18 contains 31267 members 
Mstep: Class 19 contains 14993 members 
Mstep: Class 20 contains 1836 members 
Mstep: Class 21 contains 1357 members 
Mstep: Class 22 contains 8769 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 10736 members 
Mstep: Class 25 contains 6082 members 
Mstep: Class 26 contains 41268 members 
Mstep: Class 27 contains 22471 members 
Mstep: Class 28 contains 5298 members 
Mstep: Class 29 contains 4571 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10804 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 37871 members 
Mstep: Class 38 contains 61822 members 
Mstep: Class 39 contains 7014 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 9848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80999032.000000 Penalty: 83809.710938
Iteration 283Q: 43 clusters Score -8.099903e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 6958 members 
Mstep: Class 3 contains 28624 members 
Mstep: Class 4 contains 34920 members 
Mstep: Class 5 contains 50551 members 
Mstep: Class 6 contains 24210 members 
Mstep: Class 7 contains 17874 members 
Mstep: Class 8 contains 8901 members 
Mstep: Class 9 contains 72637 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 47588 members 
Mstep: Class 13 contains 34482 members 
Mstep: Class 14 contains 3255 members 
Mstep: Class 15 contains 5674 members 
Mstep: Class 16 contains 17683 members 
Mstep: Class 17 contains 10389 members 
Mstep: Class 18 contains 31195 members 
Mstep: Class 19 contains 15205 members 
Mstep: Class 20 contains 1836 members 
Mstep: Class 21 contains 1358 members 
Mstep: Class 22 contains 8762 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 10824 members 
Mstep: Class 25 contains 6080 members 
Mstep: Class 26 contains 41274 members 
Mstep: Class 27 contains 22471 members 
Mstep: Class 28 contains 5295 members 
Mstep: Class 29 contains 4571 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10801 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 37586 members 
Mstep: Class 38 contains 61739 members 
Mstep: Class 39 contains 7009 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 9927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80999016.000000 Penalty: 83809.710938
Iteration 284Q: 43 clusters Score -8.099902e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 6957 members 
Mstep: Class 3 contains 28619 members 
Mstep: Class 4 contains 34922 members 
Mstep: Class 5 contains 50571 members 
Mstep: Class 6 contains 24212 members 
Mstep: Class 7 contains 17873 members 
Mstep: Class 8 contains 8901 members 
Mstep: Class 9 contains 72778 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1272 members 
Mstep: Class 12 contains 47500 members 
Mstep: Class 13 contains 34476 members 
Mstep: Class 14 contains 3255 members 
Mstep: Class 15 contains 5675 members 
Mstep: Class 16 contains 17683 members 
Mstep: Class 17 contains 10389 members 
Mstep: Class 18 contains 31161 members 
Mstep: Class 19 contains 15380 members 
Mstep: Class 20 contains 1836 members 
Mstep: Class 21 contains 1358 members 
Mstep: Class 22 contains 8763 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 10910 members 
Mstep: Class 25 contains 6078 members 
Mstep: Class 26 contains 41278 members 
Mstep: Class 27 contains 22468 members 
Mstep: Class 28 contains 5292 members 
Mstep: Class 29 contains 4570 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10799 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 37331 members 
Mstep: Class 38 contains 61675 members 
Mstep: Class 39 contains 7000 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 9969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80999272.000000 Penalty: 83809.710938
Iteration 285Q: 43 clusters Score -8.099927e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 6957 members 
Mstep: Class 3 contains 28601 members 
Mstep: Class 4 contains 34924 members 
Mstep: Class 5 contains 50583 members 
Mstep: Class 6 contains 24210 members 
Mstep: Class 7 contains 17887 members 
Mstep: Class 8 contains 8901 members 
Mstep: Class 9 contains 72902 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1272 members 
Mstep: Class 12 contains 47434 members 
Mstep: Class 13 contains 34472 members 
Mstep: Class 14 contains 3255 members 
Mstep: Class 15 contains 5679 members 
Mstep: Class 16 contains 17684 members 
Mstep: Class 17 contains 10387 members 
Mstep: Class 18 contains 31128 members 
Mstep: Class 19 contains 15509 members 
Mstep: Class 20 contains 1836 members 
Mstep: Class 21 contains 1360 members 
Mstep: Class 22 contains 8765 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 10991 members 
Mstep: Class 25 contains 6076 members 
Mstep: Class 26 contains 41277 members 
Mstep: Class 27 contains 22469 members 
Mstep: Class 28 contains 5291 members 
Mstep: Class 29 contains 4571 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10807 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 37096 members 
Mstep: Class 38 contains 61610 members 
Mstep: Class 39 contains 6996 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80999272.000000 Penalty: 83809.710938
Iteration 286Q: 43 clusters Score -8.099927e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 6957 members 
Mstep: Class 3 contains 28575 members 
Mstep: Class 4 contains 34935 members 
Mstep: Class 5 contains 50604 members 
Mstep: Class 6 contains 24201 members 
Mstep: Class 7 contains 17899 members 
Mstep: Class 8 contains 8902 members 
Mstep: Class 9 contains 72993 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 47413 members 
Mstep: Class 13 contains 34469 members 
Mstep: Class 14 contains 3255 members 
Mstep: Class 15 contains 5684 members 
Mstep: Class 16 contains 17692 members 
Mstep: Class 17 contains 10389 members 
Mstep: Class 18 contains 31097 members 
Mstep: Class 19 contains 15612 members 
Mstep: Class 20 contains 1836 members 
Mstep: Class 21 contains 1360 members 
Mstep: Class 22 contains 8766 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11070 members 
Mstep: Class 25 contains 6075 members 
Mstep: Class 26 contains 41276 members 
Mstep: Class 27 contains 22474 members 
Mstep: Class 28 contains 5288 members 
Mstep: Class 29 contains 4572 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10818 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 36884 members 
Mstep: Class 38 contains 61534 members 
Mstep: Class 39 contains 6989 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80999208.000000 Penalty: 83809.710938
Iteration 287Q: 43 clusters Score -8.099921e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 6956 members 
Mstep: Class 3 contains 28570 members 
Mstep: Class 4 contains 34943 members 
Mstep: Class 5 contains 50620 members 
Mstep: Class 6 contains 24197 members 
Mstep: Class 7 contains 17906 members 
Mstep: Class 8 contains 8903 members 
Mstep: Class 9 contains 73077 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 47404 members 
Mstep: Class 13 contains 34470 members 
Mstep: Class 14 contains 3255 members 
Mstep: Class 15 contains 5686 members 
Mstep: Class 16 contains 17698 members 
Mstep: Class 17 contains 10388 members 
Mstep: Class 18 contains 31065 members 
Mstep: Class 19 contains 15706 members 
Mstep: Class 20 contains 1836 members 
Mstep: Class 21 contains 1360 members 
Mstep: Class 22 contains 8767 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11128 members 
Mstep: Class 25 contains 6074 members 
Mstep: Class 26 contains 41271 members 
Mstep: Class 27 contains 22474 members 
Mstep: Class 28 contains 5286 members 
Mstep: Class 29 contains 4572 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10826 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 36703 members 
Mstep: Class 38 contains 61459 members 
Mstep: Class 39 contains 6981 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80999232.000000 Penalty: 83809.710938
Iteration 288Q: 43 clusters Score -8.099923e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 6954 members 
Mstep: Class 3 contains 28551 members 
Mstep: Class 4 contains 34941 members 
Mstep: Class 5 contains 50641 members 
Mstep: Class 6 contains 24187 members 
Mstep: Class 7 contains 17911 members 
Mstep: Class 8 contains 8903 members 
Mstep: Class 9 contains 73164 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 47390 members 
Mstep: Class 13 contains 34466 members 
Mstep: Class 14 contains 3256 members 
Mstep: Class 15 contains 5685 members 
Mstep: Class 16 contains 17705 members 
Mstep: Class 17 contains 10389 members 
Mstep: Class 18 contains 31032 members 
Mstep: Class 19 contains 15766 members 
Mstep: Class 20 contains 1836 members 
Mstep: Class 21 contains 1359 members 
Mstep: Class 22 contains 8767 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11205 members 
Mstep: Class 25 contains 6074 members 
Mstep: Class 26 contains 41268 members 
Mstep: Class 27 contains 22480 members 
Mstep: Class 28 contains 5284 members 
Mstep: Class 29 contains 4572 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10837 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 36581 members 
Mstep: Class 38 contains 61383 members 
Mstep: Class 39 contains 6979 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80999392.000000 Penalty: 83809.710938
Iteration 289Q: 43 clusters Score -8.099939e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 6954 members 
Mstep: Class 3 contains 28536 members 
Mstep: Class 4 contains 34938 members 
Mstep: Class 5 contains 50671 members 
Mstep: Class 6 contains 24174 members 
Mstep: Class 7 contains 17920 members 
Mstep: Class 8 contains 8902 members 
Mstep: Class 9 contains 73253 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 47360 members 
Mstep: Class 13 contains 34465 members 
Mstep: Class 14 contains 3256 members 
Mstep: Class 15 contains 5685 members 
Mstep: Class 16 contains 17710 members 
Mstep: Class 17 contains 10392 members 
Mstep: Class 18 contains 30997 members 
Mstep: Class 19 contains 15831 members 
Mstep: Class 20 contains 1837 members 
Mstep: Class 21 contains 1361 members 
Mstep: Class 22 contains 8765 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11285 members 
Mstep: Class 25 contains 6075 members 
Mstep: Class 26 contains 41268 members 
Mstep: Class 27 contains 22478 members 
Mstep: Class 28 contains 5278 members 
Mstep: Class 29 contains 4573 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10844 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 36454 members 
Mstep: Class 38 contains 61312 members 
Mstep: Class 39 contains 6977 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80999568.000000 Penalty: 83809.710938
Iteration 290Q: 43 clusters Score -8.099957e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 6954 members 
Mstep: Class 3 contains 28521 members 
Mstep: Class 4 contains 34937 members 
Mstep: Class 5 contains 50662 members 
Mstep: Class 6 contains 24172 members 
Mstep: Class 7 contains 17926 members 
Mstep: Class 8 contains 8900 members 
Mstep: Class 9 contains 73340 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 47349 members 
Mstep: Class 13 contains 34463 members 
Mstep: Class 14 contains 3256 members 
Mstep: Class 15 contains 5683 members 
Mstep: Class 16 contains 17712 members 
Mstep: Class 17 contains 10391 members 
Mstep: Class 18 contains 30950 members 
Mstep: Class 19 contains 15889 members 
Mstep: Class 20 contains 1836 members 
Mstep: Class 21 contains 1362 members 
Mstep: Class 22 contains 8766 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11344 members 
Mstep: Class 25 contains 6076 members 
Mstep: Class 26 contains 41272 members 
Mstep: Class 27 contains 22480 members 
Mstep: Class 28 contains 5276 members 
Mstep: Class 29 contains 4573 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10846 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 36361 members 
Mstep: Class 38 contains 61266 members 
Mstep: Class 39 contains 6976 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80999424.000000 Penalty: 83809.710938
Iteration 291Q: 43 clusters Score -8.099942e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21711 members 
Mstep: Class 2 contains 6955 members 
Mstep: Class 3 contains 28511 members 
Mstep: Class 4 contains 34938 members 
Mstep: Class 5 contains 50651 members 
Mstep: Class 6 contains 24170 members 
Mstep: Class 7 contains 17923 members 
Mstep: Class 8 contains 8901 members 
Mstep: Class 9 contains 73439 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 47342 members 
Mstep: Class 13 contains 34454 members 
Mstep: Class 14 contains 3256 members 
Mstep: Class 15 contains 5680 members 
Mstep: Class 16 contains 17713 members 
Mstep: Class 17 contains 10391 members 
Mstep: Class 18 contains 30911 members 
Mstep: Class 19 contains 15938 members 
Mstep: Class 20 contains 1836 members 
Mstep: Class 21 contains 1363 members 
Mstep: Class 22 contains 8766 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11383 members 
Mstep: Class 25 contains 6076 members 
Mstep: Class 26 contains 41271 members 
Mstep: Class 27 contains 22485 members 
Mstep: Class 28 contains 5273 members 
Mstep: Class 29 contains 4573 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10850 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 36288 members 
Mstep: Class 38 contains 61226 members 
Mstep: Class 39 contains 6971 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80999208.000000 Penalty: 83809.710938
Iteration 292Q: 43 clusters Score -8.099921e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 6955 members 
Mstep: Class 3 contains 28497 members 
Mstep: Class 4 contains 34938 members 
Mstep: Class 5 contains 50618 members 
Mstep: Class 6 contains 24168 members 
Mstep: Class 7 contains 17934 members 
Mstep: Class 8 contains 8901 members 
Mstep: Class 9 contains 73503 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 47350 members 
Mstep: Class 13 contains 34455 members 
Mstep: Class 14 contains 3256 members 
Mstep: Class 15 contains 5677 members 
Mstep: Class 16 contains 17715 members 
Mstep: Class 17 contains 10390 members 
Mstep: Class 18 contains 30888 members 
Mstep: Class 19 contains 15975 members 
Mstep: Class 20 contains 1836 members 
Mstep: Class 21 contains 1365 members 
Mstep: Class 22 contains 8767 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11408 members 
Mstep: Class 25 contains 6074 members 
Mstep: Class 26 contains 41269 members 
Mstep: Class 27 contains 22484 members 
Mstep: Class 28 contains 5271 members 
Mstep: Class 29 contains 4573 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10857 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 36224 members 
Mstep: Class 38 contains 61191 members 
Mstep: Class 39 contains 6981 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80999112.000000 Penalty: 83809.710938
Iteration 293Q: 43 clusters Score -8.099911e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 6956 members 
Mstep: Class 3 contains 28477 members 
Mstep: Class 4 contains 34939 members 
Mstep: Class 5 contains 50591 members 
Mstep: Class 6 contains 24169 members 
Mstep: Class 7 contains 17947 members 
Mstep: Class 8 contains 8902 members 
Mstep: Class 9 contains 73559 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 47363 members 
Mstep: Class 13 contains 34456 members 
Mstep: Class 14 contains 3256 members 
Mstep: Class 15 contains 5676 members 
Mstep: Class 16 contains 17722 members 
Mstep: Class 17 contains 10389 members 
Mstep: Class 18 contains 30859 members 
Mstep: Class 19 contains 16015 members 
Mstep: Class 20 contains 1836 members 
Mstep: Class 21 contains 1365 members 
Mstep: Class 22 contains 8769 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11442 members 
Mstep: Class 25 contains 6076 members 
Mstep: Class 26 contains 41264 members 
Mstep: Class 27 contains 22485 members 
Mstep: Class 28 contains 5267 members 
Mstep: Class 29 contains 4573 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10862 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 36153 members 
Mstep: Class 38 contains 61157 members 
Mstep: Class 39 contains 6989 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80999280.000000 Penalty: 83809.710938
Iteration 294Q: 43 clusters Score -8.099928e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21717 members 
Mstep: Class 2 contains 6956 members 
Mstep: Class 3 contains 28463 members 
Mstep: Class 4 contains 34941 members 
Mstep: Class 5 contains 50561 members 
Mstep: Class 6 contains 24170 members 
Mstep: Class 7 contains 17961 members 
Mstep: Class 8 contains 8903 members 
Mstep: Class 9 contains 73608 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 47368 members 
Mstep: Class 13 contains 34461 members 
Mstep: Class 14 contains 3256 members 
Mstep: Class 15 contains 5677 members 
Mstep: Class 16 contains 17725 members 
Mstep: Class 17 contains 10387 members 
Mstep: Class 18 contains 30826 members 
Mstep: Class 19 contains 16048 members 
Mstep: Class 20 contains 1836 members 
Mstep: Class 21 contains 1365 members 
Mstep: Class 22 contains 8770 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11475 members 
Mstep: Class 25 contains 6076 members 
Mstep: Class 26 contains 41261 members 
Mstep: Class 27 contains 22486 members 
Mstep: Class 28 contains 5265 members 
Mstep: Class 29 contains 4574 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10867 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 36094 members 
Mstep: Class 38 contains 61128 members 
Mstep: Class 39 contains 7002 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80999272.000000 Penalty: 83809.710938
Iteration 295Q: 43 clusters Score -8.099927e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21717 members 
Mstep: Class 2 contains 6956 members 
Mstep: Class 3 contains 28452 members 
Mstep: Class 4 contains 34944 members 
Mstep: Class 5 contains 50521 members 
Mstep: Class 6 contains 24167 members 
Mstep: Class 7 contains 17965 members 
Mstep: Class 8 contains 8904 members 
Mstep: Class 9 contains 73654 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 47372 members 
Mstep: Class 13 contains 34468 members 
Mstep: Class 14 contains 3256 members 
Mstep: Class 15 contains 5678 members 
Mstep: Class 16 contains 17731 members 
Mstep: Class 17 contains 10385 members 
Mstep: Class 18 contains 30804 members 
Mstep: Class 19 contains 16077 members 
Mstep: Class 20 contains 1836 members 
Mstep: Class 21 contains 1366 members 
Mstep: Class 22 contains 8771 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11494 members 
Mstep: Class 25 contains 6077 members 
Mstep: Class 26 contains 41265 members 
Mstep: Class 27 contains 22488 members 
Mstep: Class 28 contains 5264 members 
Mstep: Class 29 contains 4576 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10870 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 36049 members 
Mstep: Class 38 contains 61108 members 
Mstep: Class 39 contains 7010 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80999120.000000 Penalty: 83809.710938
Iteration 296Q: 43 clusters Score -8.099912e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21717 members 
Mstep: Class 2 contains 6956 members 
Mstep: Class 3 contains 28447 members 
Mstep: Class 4 contains 34950 members 
Mstep: Class 5 contains 50486 members 
Mstep: Class 6 contains 24163 members 
Mstep: Class 7 contains 17983 members 
Mstep: Class 8 contains 8904 members 
Mstep: Class 9 contains 73696 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1272 members 
Mstep: Class 12 contains 47371 members 
Mstep: Class 13 contains 34468 members 
Mstep: Class 14 contains 3257 members 
Mstep: Class 15 contains 5678 members 
Mstep: Class 16 contains 17734 members 
Mstep: Class 17 contains 10383 members 
Mstep: Class 18 contains 30782 members 
Mstep: Class 19 contains 16096 members 
Mstep: Class 20 contains 1836 members 
Mstep: Class 21 contains 1367 members 
Mstep: Class 22 contains 8771 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11527 members 
Mstep: Class 25 contains 6076 members 
Mstep: Class 26 contains 41257 members 
Mstep: Class 27 contains 22487 members 
Mstep: Class 28 contains 5263 members 
Mstep: Class 29 contains 4576 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10873 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 36002 members 
Mstep: Class 38 contains 61098 members 
Mstep: Class 39 contains 7017 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80999128.000000 Penalty: 83809.710938
Iteration 297Q: 43 clusters Score -8.099913e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21717 members 
Mstep: Class 2 contains 6955 members 
Mstep: Class 3 contains 28432 members 
Mstep: Class 4 contains 34953 members 
Mstep: Class 5 contains 50450 members 
Mstep: Class 6 contains 24162 members 
Mstep: Class 7 contains 17992 members 
Mstep: Class 8 contains 8904 members 
Mstep: Class 9 contains 73736 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1272 members 
Mstep: Class 12 contains 47371 members 
Mstep: Class 13 contains 34469 members 
Mstep: Class 14 contains 3257 members 
Mstep: Class 15 contains 5678 members 
Mstep: Class 16 contains 17734 members 
Mstep: Class 17 contains 10383 members 
Mstep: Class 18 contains 30767 members 
Mstep: Class 19 contains 16105 members 
Mstep: Class 20 contains 1836 members 
Mstep: Class 21 contains 1367 members 
Mstep: Class 22 contains 8770 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11559 members 
Mstep: Class 25 contains 6077 members 
Mstep: Class 26 contains 41254 members 
Mstep: Class 27 contains 22487 members 
Mstep: Class 28 contains 5262 members 
Mstep: Class 29 contains 4576 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10881 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35961 members 
Mstep: Class 38 contains 61100 members 
Mstep: Class 39 contains 7023 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80998992.000000 Penalty: 83809.710938
Iteration 298Q: 43 clusters Score -8.099899e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 6954 members 
Mstep: Class 3 contains 28420 members 
Mstep: Class 4 contains 34952 members 
Mstep: Class 5 contains 50420 members 
Mstep: Class 6 contains 24155 members 
Mstep: Class 7 contains 18011 members 
Mstep: Class 8 contains 8905 members 
Mstep: Class 9 contains 73781 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1272 members 
Mstep: Class 12 contains 47364 members 
Mstep: Class 13 contains 34473 members 
Mstep: Class 14 contains 3257 members 
Mstep: Class 15 contains 5679 members 
Mstep: Class 16 contains 17734 members 
Mstep: Class 17 contains 10382 members 
Mstep: Class 18 contains 30748 members 
Mstep: Class 19 contains 16118 members 
Mstep: Class 20 contains 1836 members 
Mstep: Class 21 contains 1366 members 
Mstep: Class 22 contains 8770 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11602 members 
Mstep: Class 25 contains 6078 members 
Mstep: Class 26 contains 41250 members 
Mstep: Class 27 contains 22487 members 
Mstep: Class 28 contains 5262 members 
Mstep: Class 29 contains 4576 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10883 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35920 members 
Mstep: Class 38 contains 61094 members 
Mstep: Class 39 contains 7021 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80999096.000000 Penalty: 83809.710938
Iteration 299Q: 43 clusters Score -8.09991e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 6953 members 
Mstep: Class 3 contains 28413 members 
Mstep: Class 4 contains 34953 members 
Mstep: Class 5 contains 50398 members 
Mstep: Class 6 contains 24151 members 
Mstep: Class 7 contains 18020 members 
Mstep: Class 8 contains 8904 members 
Mstep: Class 9 contains 73816 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1272 members 
Mstep: Class 12 contains 47364 members 
Mstep: Class 13 contains 34474 members 
Mstep: Class 14 contains 3257 members 
Mstep: Class 15 contains 5680 members 
Mstep: Class 16 contains 17735 members 
Mstep: Class 17 contains 10382 members 
Mstep: Class 18 contains 30729 members 
Mstep: Class 19 contains 16136 members 
Mstep: Class 20 contains 1836 members 
Mstep: Class 21 contains 1365 members 
Mstep: Class 22 contains 8770 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11638 members 
Mstep: Class 25 contains 6080 members 
Mstep: Class 26 contains 41248 members 
Mstep: Class 27 contains 22488 members 
Mstep: Class 28 contains 5262 members 
Mstep: Class 29 contains 4576 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10886 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35883 members 
Mstep: Class 38 contains 61078 members 
Mstep: Class 39 contains 7022 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80999192.000000 Penalty: 83809.710938
Iteration 300F: 43 clusters Score -8.099919e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 6953 members 
Mstep: Class 3 contains 28407 members 
Mstep: Class 4 contains 34955 members 
Mstep: Class 5 contains 50369 members 
Mstep: Class 6 contains 24144 members 
Mstep: Class 7 contains 18024 members 
Mstep: Class 8 contains 8904 members 
Mstep: Class 9 contains 73867 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1272 members 
Mstep: Class 12 contains 47366 members 
Mstep: Class 13 contains 34474 members 
Mstep: Class 14 contains 3257 members 
Mstep: Class 15 contains 5680 members 
Mstep: Class 16 contains 17734 members 
Mstep: Class 17 contains 10380 members 
Mstep: Class 18 contains 30706 members 
Mstep: Class 19 contains 16147 members 
Mstep: Class 20 contains 1836 members 
Mstep: Class 21 contains 1365 members 
Mstep: Class 22 contains 8770 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11660 members 
Mstep: Class 25 contains 6081 members 
Mstep: Class 26 contains 41250 members 
Mstep: Class 27 contains 22489 members 
Mstep: Class 28 contains 5262 members 
Mstep: Class 29 contains 4577 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10893 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35867 members 
Mstep: Class 38 contains 61060 members 
Mstep: Class 39 contains 7018 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80999200.000000 Penalty: 83809.710938
Iteration 301Q: 43 clusters Score -8.09992e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 6954 members 
Mstep: Class 3 contains 28391 members 
Mstep: Class 4 contains 34959 members 
Mstep: Class 5 contains 50356 members 
Mstep: Class 6 contains 24140 members 
Mstep: Class 7 contains 18041 members 
Mstep: Class 8 contains 8905 members 
Mstep: Class 9 contains 73915 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1272 members 
Mstep: Class 12 contains 47350 members 
Mstep: Class 13 contains 34474 members 
Mstep: Class 14 contains 3257 members 
Mstep: Class 15 contains 5680 members 
Mstep: Class 16 contains 17734 members 
Mstep: Class 17 contains 10378 members 
Mstep: Class 18 contains 30689 members 
Mstep: Class 19 contains 16157 members 
Mstep: Class 20 contains 1836 members 
Mstep: Class 21 contains 1364 members 
Mstep: Class 22 contains 8770 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11672 members 
Mstep: Class 25 contains 6081 members 
Mstep: Class 26 contains 41250 members 
Mstep: Class 27 contains 22488 members 
Mstep: Class 28 contains 5261 members 
Mstep: Class 29 contains 4578 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10896 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35860 members 
Mstep: Class 38 contains 61042 members 
Mstep: Class 39 contains 7015 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80999248.000000 Penalty: 83809.710938
Iteration 302Q: 43 clusters Score -8.099925e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 6955 members 
Mstep: Class 3 contains 28376 members 
Mstep: Class 4 contains 34957 members 
Mstep: Class 5 contains 50359 members 
Mstep: Class 6 contains 24140 members 
Mstep: Class 7 contains 18044 members 
Mstep: Class 8 contains 8906 members 
Mstep: Class 9 contains 73953 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1272 members 
Mstep: Class 12 contains 47342 members 
Mstep: Class 13 contains 34474 members 
Mstep: Class 14 contains 3258 members 
Mstep: Class 15 contains 5680 members 
Mstep: Class 16 contains 17737 members 
Mstep: Class 17 contains 10378 members 
Mstep: Class 18 contains 30687 members 
Mstep: Class 19 contains 16162 members 
Mstep: Class 20 contains 1836 members 
Mstep: Class 21 contains 1364 members 
Mstep: Class 22 contains 8772 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11679 members 
Mstep: Class 25 contains 6081 members 
Mstep: Class 26 contains 41246 members 
Mstep: Class 27 contains 22490 members 
Mstep: Class 28 contains 5261 members 
Mstep: Class 29 contains 4578 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10896 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35846 members 
Mstep: Class 38 contains 61020 members 
Mstep: Class 39 contains 7014 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80999224.000000 Penalty: 83809.710938
Iteration 303Q: 43 clusters Score -8.099922e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 6955 members 
Mstep: Class 3 contains 28368 members 
Mstep: Class 4 contains 34957 members 
Mstep: Class 5 contains 50339 members 
Mstep: Class 6 contains 24142 members 
Mstep: Class 7 contains 18048 members 
Mstep: Class 8 contains 8907 members 
Mstep: Class 9 contains 73983 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1272 members 
Mstep: Class 12 contains 47353 members 
Mstep: Class 13 contains 34475 members 
Mstep: Class 14 contains 3258 members 
Mstep: Class 15 contains 5680 members 
Mstep: Class 16 contains 17743 members 
Mstep: Class 17 contains 10378 members 
Mstep: Class 18 contains 30679 members 
Mstep: Class 19 contains 16164 members 
Mstep: Class 20 contains 1836 members 
Mstep: Class 21 contains 1364 members 
Mstep: Class 22 contains 8774 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11681 members 
Mstep: Class 25 contains 6081 members 
Mstep: Class 26 contains 41242 members 
Mstep: Class 27 contains 22490 members 
Mstep: Class 28 contains 5261 members 
Mstep: Class 29 contains 4578 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10900 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35842 members 
Mstep: Class 38 contains 61000 members 
Mstep: Class 39 contains 7010 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80999136.000000 Penalty: 83809.710938
Iteration 304Q: 43 clusters Score -8.099914e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 6955 members 
Mstep: Class 3 contains 28359 members 
Mstep: Class 4 contains 34956 members 
Mstep: Class 5 contains 50320 members 
Mstep: Class 6 contains 24143 members 
Mstep: Class 7 contains 18050 members 
Mstep: Class 8 contains 8907 members 
Mstep: Class 9 contains 74015 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1272 members 
Mstep: Class 12 contains 47360 members 
Mstep: Class 13 contains 34473 members 
Mstep: Class 14 contains 3258 members 
Mstep: Class 15 contains 5681 members 
Mstep: Class 16 contains 17749 members 
Mstep: Class 17 contains 10377 members 
Mstep: Class 18 contains 30675 members 
Mstep: Class 19 contains 16166 members 
Mstep: Class 20 contains 1836 members 
Mstep: Class 21 contains 1364 members 
Mstep: Class 22 contains 8774 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11687 members 
Mstep: Class 25 contains 6081 members 
Mstep: Class 26 contains 41240 members 
Mstep: Class 27 contains 22491 members 
Mstep: Class 28 contains 5260 members 
Mstep: Class 29 contains 4578 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10902 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35836 members 
Mstep: Class 38 contains 60983 members 
Mstep: Class 39 contains 7013 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80999192.000000 Penalty: 83809.710938
Iteration 305Q: 43 clusters Score -8.099919e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 6956 members 
Mstep: Class 3 contains 28355 members 
Mstep: Class 4 contains 34958 members 
Mstep: Class 5 contains 50308 members 
Mstep: Class 6 contains 24143 members 
Mstep: Class 7 contains 18054 members 
Mstep: Class 8 contains 8907 members 
Mstep: Class 9 contains 74036 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1272 members 
Mstep: Class 12 contains 47369 members 
Mstep: Class 13 contains 34471 members 
Mstep: Class 14 contains 3258 members 
Mstep: Class 15 contains 5682 members 
Mstep: Class 16 contains 17756 members 
Mstep: Class 17 contains 10374 members 
Mstep: Class 18 contains 30669 members 
Mstep: Class 19 contains 16170 members 
Mstep: Class 20 contains 1836 members 
Mstep: Class 21 contains 1364 members 
Mstep: Class 22 contains 8774 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11698 members 
Mstep: Class 25 contains 6081 members 
Mstep: Class 26 contains 41240 members 
Mstep: Class 27 contains 22492 members 
Mstep: Class 28 contains 5260 members 
Mstep: Class 29 contains 4578 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10902 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35828 members 
Mstep: Class 38 contains 60961 members 
Mstep: Class 39 contains 7011 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80999136.000000 Penalty: 83809.710938
Iteration 306Q: 43 clusters Score -8.099914e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 6957 members 
Mstep: Class 3 contains 28351 members 
Mstep: Class 4 contains 34961 members 
Mstep: Class 5 contains 50301 members 
Mstep: Class 6 contains 24141 members 
Mstep: Class 7 contains 18066 members 
Mstep: Class 8 contains 8907 members 
Mstep: Class 9 contains 74053 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1272 members 
Mstep: Class 12 contains 47370 members 
Mstep: Class 13 contains 34468 members 
Mstep: Class 14 contains 3258 members 
Mstep: Class 15 contains 5685 members 
Mstep: Class 16 contains 17757 members 
Mstep: Class 17 contains 10372 members 
Mstep: Class 18 contains 30666 members 
Mstep: Class 19 contains 16174 members 
Mstep: Class 20 contains 1836 members 
Mstep: Class 21 contains 1364 members 
Mstep: Class 22 contains 8774 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11713 members 
Mstep: Class 25 contains 6082 members 
Mstep: Class 26 contains 41237 members 
Mstep: Class 27 contains 22492 members 
Mstep: Class 28 contains 5260 members 
Mstep: Class 29 contains 4578 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10901 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35818 members 
Mstep: Class 38 contains 60945 members 
Mstep: Class 39 contains 7007 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80999264.000000 Penalty: 83809.710938
Iteration 307Q: 43 clusters Score -8.099926e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 6958 members 
Mstep: Class 3 contains 28347 members 
Mstep: Class 4 contains 34961 members 
Mstep: Class 5 contains 50306 members 
Mstep: Class 6 contains 24141 members 
Mstep: Class 7 contains 18071 members 
Mstep: Class 8 contains 8906 members 
Mstep: Class 9 contains 74078 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1272 members 
Mstep: Class 12 contains 47384 members 
Mstep: Class 13 contains 34465 members 
Mstep: Class 14 contains 3258 members 
Mstep: Class 15 contains 5684 members 
Mstep: Class 16 contains 17758 members 
Mstep: Class 17 contains 10372 members 
Mstep: Class 18 contains 30655 members 
Mstep: Class 19 contains 16180 members 
Mstep: Class 20 contains 1836 members 
Mstep: Class 21 contains 1365 members 
Mstep: Class 22 contains 8774 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11727 members 
Mstep: Class 25 contains 6084 members 
Mstep: Class 26 contains 41233 members 
Mstep: Class 27 contains 22492 members 
Mstep: Class 28 contains 5260 members 
Mstep: Class 29 contains 4578 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10903 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35805 members 
Mstep: Class 38 contains 60915 members 
Mstep: Class 39 contains 6999 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80999240.000000 Penalty: 83809.710938
Iteration 308Q: 43 clusters Score -8.099924e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 6958 members 
Mstep: Class 3 contains 28341 members 
Mstep: Class 4 contains 34962 members 
Mstep: Class 5 contains 50299 members 
Mstep: Class 6 contains 24139 members 
Mstep: Class 7 contains 18081 members 
Mstep: Class 8 contains 8907 members 
Mstep: Class 9 contains 74110 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1272 members 
Mstep: Class 12 contains 47385 members 
Mstep: Class 13 contains 34465 members 
Mstep: Class 14 contains 3258 members 
Mstep: Class 15 contains 5685 members 
Mstep: Class 16 contains 17759 members 
Mstep: Class 17 contains 10371 members 
Mstep: Class 18 contains 30643 members 
Mstep: Class 19 contains 16185 members 
Mstep: Class 20 contains 1836 members 
Mstep: Class 21 contains 1365 members 
Mstep: Class 22 contains 8774 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11743 members 
Mstep: Class 25 contains 6084 members 
Mstep: Class 26 contains 41237 members 
Mstep: Class 27 contains 22492 members 
Mstep: Class 28 contains 5260 members 
Mstep: Class 29 contains 4578 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10905 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35797 members 
Mstep: Class 38 contains 60882 members 
Mstep: Class 39 contains 6995 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80999216.000000 Penalty: 83809.710938
Iteration 309Q: 43 clusters Score -8.099922e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 6958 members 
Mstep: Class 3 contains 28338 members 
Mstep: Class 4 contains 34963 members 
Mstep: Class 5 contains 50282 members 
Mstep: Class 6 contains 24139 members 
Mstep: Class 7 contains 18079 members 
Mstep: Class 8 contains 8907 members 
Mstep: Class 9 contains 74150 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1272 members 
Mstep: Class 12 contains 47398 members 
Mstep: Class 13 contains 34465 members 
Mstep: Class 14 contains 3258 members 
Mstep: Class 15 contains 5687 members 
Mstep: Class 16 contains 17761 members 
Mstep: Class 17 contains 10370 members 
Mstep: Class 18 contains 30641 members 
Mstep: Class 19 contains 16189 members 
Mstep: Class 20 contains 1836 members 
Mstep: Class 21 contains 1364 members 
Mstep: Class 22 contains 8774 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11753 members 
Mstep: Class 25 contains 6083 members 
Mstep: Class 26 contains 41238 members 
Mstep: Class 27 contains 22492 members 
Mstep: Class 28 contains 5259 members 
Mstep: Class 29 contains 4578 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10906 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35788 members 
Mstep: Class 38 contains 60854 members 
Mstep: Class 39 contains 6985 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80999120.000000 Penalty: 83809.710938
Iteration 310Q: 43 clusters Score -8.099912e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 6958 members 
Mstep: Class 3 contains 28342 members 
Mstep: Class 4 contains 34964 members 
Mstep: Class 5 contains 50265 members 
Mstep: Class 6 contains 24139 members 
Mstep: Class 7 contains 18086 members 
Mstep: Class 8 contains 8907 members 
Mstep: Class 9 contains 74164 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1272 members 
Mstep: Class 12 contains 47422 members 
Mstep: Class 13 contains 34462 members 
Mstep: Class 14 contains 3258 members 
Mstep: Class 15 contains 5686 members 
Mstep: Class 16 contains 17762 members 
Mstep: Class 17 contains 10370 members 
Mstep: Class 18 contains 30635 members 
Mstep: Class 19 contains 16199 members 
Mstep: Class 20 contains 1836 members 
Mstep: Class 21 contains 1365 members 
Mstep: Class 22 contains 8774 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11761 members 
Mstep: Class 25 contains 6081 members 
Mstep: Class 26 contains 41235 members 
Mstep: Class 27 contains 22491 members 
Mstep: Class 28 contains 5259 members 
Mstep: Class 29 contains 4578 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10905 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35783 members 
Mstep: Class 38 contains 60824 members 
Mstep: Class 39 contains 6984 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80999096.000000 Penalty: 83809.710938
Iteration 311Q: 43 clusters Score -8.09991e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 6958 members 
Mstep: Class 3 contains 28342 members 
Mstep: Class 4 contains 34965 members 
Mstep: Class 5 contains 50250 members 
Mstep: Class 6 contains 24141 members 
Mstep: Class 7 contains 18086 members 
Mstep: Class 8 contains 8907 members 
Mstep: Class 9 contains 74179 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1272 members 
Mstep: Class 12 contains 47448 members 
Mstep: Class 13 contains 34461 members 
Mstep: Class 14 contains 3258 members 
Mstep: Class 15 contains 5687 members 
Mstep: Class 16 contains 17764 members 
Mstep: Class 17 contains 10371 members 
Mstep: Class 18 contains 30628 members 
Mstep: Class 19 contains 16204 members 
Mstep: Class 20 contains 1836 members 
Mstep: Class 21 contains 1365 members 
Mstep: Class 22 contains 8775 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11768 members 
Mstep: Class 25 contains 6081 members 
Mstep: Class 26 contains 41235 members 
Mstep: Class 27 contains 22490 members 
Mstep: Class 28 contains 5258 members 
Mstep: Class 29 contains 4578 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10906 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35770 members 
Mstep: Class 38 contains 60795 members 
Mstep: Class 39 contains 6988 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80999048.000000 Penalty: 83809.710938
Iteration 312Q: 43 clusters Score -8.099905e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 6958 members 
Mstep: Class 3 contains 28329 members 
Mstep: Class 4 contains 34968 members 
Mstep: Class 5 contains 50228 members 
Mstep: Class 6 contains 24137 members 
Mstep: Class 7 contains 18089 members 
Mstep: Class 8 contains 8907 members 
Mstep: Class 9 contains 74201 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1272 members 
Mstep: Class 12 contains 47479 members 
Mstep: Class 13 contains 34461 members 
Mstep: Class 14 contains 3258 members 
Mstep: Class 15 contains 5688 members 
Mstep: Class 16 contains 17765 members 
Mstep: Class 17 contains 10372 members 
Mstep: Class 18 contains 30629 members 
Mstep: Class 19 contains 16208 members 
Mstep: Class 20 contains 1836 members 
Mstep: Class 21 contains 1364 members 
Mstep: Class 22 contains 8775 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11787 members 
Mstep: Class 25 contains 6078 members 
Mstep: Class 26 contains 41234 members 
Mstep: Class 27 contains 22490 members 
Mstep: Class 28 contains 5256 members 
Mstep: Class 29 contains 4578 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10908 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35747 members 
Mstep: Class 38 contains 60773 members 
Mstep: Class 39 contains 6989 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80999024.000000 Penalty: 83809.710938
Iteration 313Q: 43 clusters Score -8.099902e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 6958 members 
Mstep: Class 3 contains 28320 members 
Mstep: Class 4 contains 34967 members 
Mstep: Class 5 contains 50215 members 
Mstep: Class 6 contains 24135 members 
Mstep: Class 7 contains 18091 members 
Mstep: Class 8 contains 8906 members 
Mstep: Class 9 contains 74211 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1272 members 
Mstep: Class 12 contains 47518 members 
Mstep: Class 13 contains 34462 members 
Mstep: Class 14 contains 3258 members 
Mstep: Class 15 contains 5689 members 
Mstep: Class 16 contains 17766 members 
Mstep: Class 17 contains 10372 members 
Mstep: Class 18 contains 30614 members 
Mstep: Class 19 contains 16214 members 
Mstep: Class 20 contains 1836 members 
Mstep: Class 21 contains 1365 members 
Mstep: Class 22 contains 8774 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11801 members 
Mstep: Class 25 contains 6078 members 
Mstep: Class 26 contains 41234 members 
Mstep: Class 27 contains 22491 members 
Mstep: Class 28 contains 5256 members 
Mstep: Class 29 contains 4578 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10909 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35742 members 
Mstep: Class 38 contains 60746 members 
Mstep: Class 39 contains 6986 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80999176.000000 Penalty: 83809.710938
Iteration 314Q: 43 clusters Score -8.099918e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 6958 members 
Mstep: Class 3 contains 28314 members 
Mstep: Class 4 contains 34967 members 
Mstep: Class 5 contains 50224 members 
Mstep: Class 6 contains 24131 members 
Mstep: Class 7 contains 18097 members 
Mstep: Class 8 contains 8907 members 
Mstep: Class 9 contains 74227 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1272 members 
Mstep: Class 12 contains 47535 members 
Mstep: Class 13 contains 34463 members 
Mstep: Class 14 contains 3258 members 
Mstep: Class 15 contains 5692 members 
Mstep: Class 16 contains 17766 members 
Mstep: Class 17 contains 10372 members 
Mstep: Class 18 contains 30613 members 
Mstep: Class 19 contains 16219 members 
Mstep: Class 20 contains 1836 members 
Mstep: Class 21 contains 1365 members 
Mstep: Class 22 contains 8774 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11810 members 
Mstep: Class 25 contains 6075 members 
Mstep: Class 26 contains 41231 members 
Mstep: Class 27 contains 22491 members 
Mstep: Class 28 contains 5255 members 
Mstep: Class 29 contains 4578 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10908 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35732 members 
Mstep: Class 38 contains 60711 members 
Mstep: Class 39 contains 6982 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80999088.000000 Penalty: 83809.710938
Iteration 315Q: 43 clusters Score -8.099909e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 6958 members 
Mstep: Class 3 contains 28310 members 
Mstep: Class 4 contains 34967 members 
Mstep: Class 5 contains 50229 members 
Mstep: Class 6 contains 24129 members 
Mstep: Class 7 contains 18098 members 
Mstep: Class 8 contains 8908 members 
Mstep: Class 9 contains 74244 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 47551 members 
Mstep: Class 13 contains 34463 members 
Mstep: Class 14 contains 3258 members 
Mstep: Class 15 contains 5694 members 
Mstep: Class 16 contains 17770 members 
Mstep: Class 17 contains 10372 members 
Mstep: Class 18 contains 30613 members 
Mstep: Class 19 contains 16221 members 
Mstep: Class 20 contains 1836 members 
Mstep: Class 21 contains 1364 members 
Mstep: Class 22 contains 8774 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11820 members 
Mstep: Class 25 contains 6072 members 
Mstep: Class 26 contains 41226 members 
Mstep: Class 27 contains 22491 members 
Mstep: Class 28 contains 5254 members 
Mstep: Class 29 contains 4578 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10910 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35724 members 
Mstep: Class 38 contains 60683 members 
Mstep: Class 39 contains 6973 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80999016.000000 Penalty: 83809.710938
Iteration 316Q: 43 clusters Score -8.099902e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 6958 members 
Mstep: Class 3 contains 28307 members 
Mstep: Class 4 contains 34967 members 
Mstep: Class 5 contains 50234 members 
Mstep: Class 6 contains 24131 members 
Mstep: Class 7 contains 18097 members 
Mstep: Class 8 contains 8908 members 
Mstep: Class 9 contains 74259 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 47564 members 
Mstep: Class 13 contains 34462 members 
Mstep: Class 14 contains 3258 members 
Mstep: Class 15 contains 5695 members 
Mstep: Class 16 contains 17771 members 
Mstep: Class 17 contains 10372 members 
Mstep: Class 18 contains 30613 members 
Mstep: Class 19 contains 16222 members 
Mstep: Class 20 contains 1836 members 
Mstep: Class 21 contains 1364 members 
Mstep: Class 22 contains 8773 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11826 members 
Mstep: Class 25 contains 6072 members 
Mstep: Class 26 contains 41227 members 
Mstep: Class 27 contains 22491 members 
Mstep: Class 28 contains 5252 members 
Mstep: Class 29 contains 4579 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10912 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35719 members 
Mstep: Class 38 contains 60660 members 
Mstep: Class 39 contains 6961 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80999120.000000 Penalty: 83809.710938
Iteration 317Q: 43 clusters Score -8.099912e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 6958 members 
Mstep: Class 3 contains 28306 members 
Mstep: Class 4 contains 34966 members 
Mstep: Class 5 contains 50230 members 
Mstep: Class 6 contains 24130 members 
Mstep: Class 7 contains 18103 members 
Mstep: Class 8 contains 8908 members 
Mstep: Class 9 contains 74269 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 47587 members 
Mstep: Class 13 contains 34461 members 
Mstep: Class 14 contains 3258 members 
Mstep: Class 15 contains 5695 members 
Mstep: Class 16 contains 17773 members 
Mstep: Class 17 contains 10372 members 
Mstep: Class 18 contains 30609 members 
Mstep: Class 19 contains 16222 members 
Mstep: Class 20 contains 1836 members 
Mstep: Class 21 contains 1364 members 
Mstep: Class 22 contains 8774 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11829 members 
Mstep: Class 25 contains 6070 members 
Mstep: Class 26 contains 41223 members 
Mstep: Class 27 contains 22491 members 
Mstep: Class 28 contains 5250 members 
Mstep: Class 29 contains 4579 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10914 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35715 members 
Mstep: Class 38 contains 60646 members 
Mstep: Class 39 contains 6951 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80999152.000000 Penalty: 83809.710938
Iteration 318Q: 43 clusters Score -8.099915e+07 nChanged 198
Entering ConstructFrom: 
Score: -80999152.000000 Penalty: 83809.710938
Entering ConstructFrom: 
Trying to split cluster 1 (21720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Entering Unmasked Estep 
Score: -2760437.750000 Penalty: 1485.915161
	Iteration 0F: 2 clusters Score -2760438 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 10845 members 
Entering Unmasked Estep 
Score: -2746280.250000 Penalty: 2971.830322
	Iteration 0F: 3 clusters Score -2746280 nChanged 9646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -2751580.750000 Penalty: 2971.830322
	Iteration 1F: 3 clusters Score -2751581 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -2752212.500000 Penalty: 2971.830322
	Iteration 2F: 3 clusters Score -2752212 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -2752907.500000 Penalty: 2971.830322
	Iteration 3F: 3 clusters Score -2752908 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -2753582.500000 Penalty: 2971.830322
	Iteration 4F: 3 clusters Score -2753582 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -2754279.000000 Penalty: 2971.830322
	Iteration 5F: 3 clusters Score -2754279 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -2754978.500000 Penalty: 2971.830322
	Iteration 6F: 3 clusters Score -2754978 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -2755602.250000 Penalty: 2971.830322
	Iteration 7Q: 3 clusters Score -2755602 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -2756215.500000 Penalty: 2971.830322
	Iteration 8Q: 3 clusters Score -2756216 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -2756802.500000 Penalty: 2971.830322
	Iteration 9Q: 3 clusters Score -2756802 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -2757360.750000 Penalty: 2971.830322
	Iteration 10Q: 3 clusters Score -2757361 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -2757808.750000 Penalty: 2971.830322
	Iteration 11Q: 3 clusters Score -2757809 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -2758115.000000 Penalty: 2971.830322
	Iteration 12Q: 3 clusters Score -2758115 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -2758371.750000 Penalty: 2971.830322
	Iteration 13Q: 3 clusters Score -2758372 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -2758532.250000 Penalty: 2971.830322
	Iteration 14Q: 3 clusters Score -2758532 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -2758643.250000 Penalty: 2971.830322
	Iteration 15Q: 3 clusters Score -2758643 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -2758745.750000 Penalty: 2971.830322
	Iteration 16Q: 3 clusters Score -2758746 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -2758837.750000 Penalty: 2971.830322
	Iteration 17Q: 3 clusters Score -2758838 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2758897.250000 Penalty: 2971.830322
	Iteration 18Q: 3 clusters Score -2758897 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2758963.250000 Penalty: 2971.830322
	Iteration 19Q: 3 clusters Score -2758963 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2758997.250000 Penalty: 2971.830322
	Iteration 20F: 3 clusters Score -2758997 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -2759035.750000 Penalty: 2971.830322
	Iteration 21Q: 3 clusters Score -2759036 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2759065.750000 Penalty: 2971.830322
	Iteration 22Q: 3 clusters Score -2759066 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20399 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -2759093.250000 Penalty: 2971.830322
	Iteration 23Q: 3 clusters Score -2759093 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2759122.250000 Penalty: 2971.830322
	Iteration 24Q: 3 clusters Score -2759122 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2759152.250000 Penalty: 2971.830322
	Iteration 25Q: 3 clusters Score -2759152 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2759174.000000 Penalty: 2971.830322
	Iteration 26Q: 3 clusters Score -2759174 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2759196.500000 Penalty: 2971.830322
	Iteration 27Q: 3 clusters Score -2759196 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2759212.000000 Penalty: 2971.830322
	Iteration 28Q: 3 clusters Score -2759212 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2759223.000000 Penalty: 2971.830322
	Iteration 29Q: 3 clusters Score -2759223 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2759238.750000 Penalty: 2971.830322
	Iteration 30Q: 3 clusters Score -2759239 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2759249.250000 Penalty: 2971.830322
	Iteration 31Q: 3 clusters Score -2759249 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2759252.250000 Penalty: 2971.830322
	Iteration 32Q: 3 clusters Score -2759252 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2759259.000000 Penalty: 2971.830322
	Iteration 33Q: 3 clusters Score -2759259 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20785 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2759269.750000 Penalty: 2971.830322
	Iteration 34Q: 3 clusters Score -2759270 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2759279.000000 Penalty: 2971.830322
	Iteration 35Q: 3 clusters Score -2759279 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2759290.250000 Penalty: 2971.830322
	Iteration 36Q: 3 clusters Score -2759290 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2759303.750000 Penalty: 2971.830322
	Iteration 37Q: 3 clusters Score -2759304 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2759308.500000 Penalty: 2971.830322
	Iteration 38Q: 3 clusters Score -2759308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2759313.750000 Penalty: 2971.830322
	Iteration 39Q: 3 clusters Score -2759314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2759318.250000 Penalty: 2971.830322
	Iteration 40F: 3 clusters Score -2759318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20878 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2759320.000000 Penalty: 2971.830322
	Iteration 41Q: 3 clusters Score -2759320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20885 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2759322.500000 Penalty: 2971.830322
	Iteration 42Q: 3 clusters Score -2759322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2759327.250000 Penalty: 2971.830322
	Iteration 43Q: 3 clusters Score -2759327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2759326.750000 Penalty: 2971.830322
	Iteration 44Q: 3 clusters Score -2759327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2759329.000000 Penalty: 2971.830322
	Iteration 45Q: 3 clusters Score -2759329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20907 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -2759328.750000 Penalty: 2971.830322
	Iteration 46Q: 3 clusters Score -2759329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20909 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2759329.000000 Penalty: 2971.830322
	Iteration 47Q: 3 clusters Score -2759329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20910 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2759327.250000 Penalty: 2971.830322
	Iteration 48Q: 3 clusters Score -2759327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20911 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2759328.750000 Penalty: 2971.830322
	Iteration 49Q: 3 clusters Score -2759329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20911 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2759328.750000 Penalty: 2971.830322
	Iteration 50F: 3 clusters Score -2759329 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Entering Unmasked Estep 
Score: -883731.625000 Penalty: 1316.530029
	Iteration 0F: 2 clusters Score -883731.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -878878.437500 Penalty: 2633.060059
	Iteration 0F: 3 clusters Score -878878.4 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -880331.750000 Penalty: 2633.060059
	Iteration 1F: 3 clusters Score -880331.8 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -880575.875000 Penalty: 2633.060059
	Iteration 2F: 3 clusters Score -880575.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -880720.875000 Penalty: 2633.060059
	Iteration 3Q: 3 clusters Score -880720.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -880808.187500 Penalty: 2633.060059
	Iteration 4Q: 3 clusters Score -880808.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -880871.812500 Penalty: 2633.060059
	Iteration 5Q: 3 clusters Score -880871.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -880929.437500 Penalty: 2633.060059
	Iteration 6Q: 3 clusters Score -880929.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -880977.750000 Penalty: 2633.060059
	Iteration 7Q: 3 clusters Score -880977.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -881020.750000 Penalty: 2633.060059
	Iteration 8Q: 3 clusters Score -881020.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -881056.187500 Penalty: 2633.060059
	Iteration 9Q: 3 clusters Score -881056.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -881079.937500 Penalty: 2633.060059
	Iteration 10Q: 3 clusters Score -881079.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -881096.375000 Penalty: 2633.060059
	Iteration 11Q: 3 clusters Score -881096.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -881114.625000 Penalty: 2633.060059
	Iteration 12Q: 3 clusters Score -881114.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -881139.750000 Penalty: 2633.060059
	Iteration 13Q: 3 clusters Score -881139.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -881155.875000 Penalty: 2633.060059
	Iteration 14Q: 3 clusters Score -881155.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -881169.562500 Penalty: 2633.060059
	Iteration 15Q: 3 clusters Score -881169.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -881183.000000 Penalty: 2633.060059
	Iteration 16Q: 3 clusters Score -881183 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -881202.000000 Penalty: 2633.060059
	Iteration 17Q: 3 clusters Score -881202 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -881219.750000 Penalty: 2633.060059
	Iteration 18Q: 3 clusters Score -881219.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -881233.875000 Penalty: 2633.060059
	Iteration 19Q: 3 clusters Score -881233.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -881250.937500 Penalty: 2633.060059
	Iteration 20F: 3 clusters Score -881250.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -881271.375000 Penalty: 2633.060059
	Iteration 21Q: 3 clusters Score -881271.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -881288.500000 Penalty: 2633.060059
	Iteration 22Q: 3 clusters Score -881288.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -881307.687500 Penalty: 2633.060059
	Iteration 23Q: 3 clusters Score -881307.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -881328.750000 Penalty: 2633.060059
	Iteration 24Q: 3 clusters Score -881328.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -881345.750000 Penalty: 2633.060059
	Iteration 25Q: 3 clusters Score -881345.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -881362.187500 Penalty: 2633.060059
	Iteration 26Q: 3 clusters Score -881362.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -881385.937500 Penalty: 2633.060059
	Iteration 27Q: 3 clusters Score -881385.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -881411.875000 Penalty: 2633.060059
	Iteration 28Q: 3 clusters Score -881411.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -881437.812500 Penalty: 2633.060059
	Iteration 29Q: 3 clusters Score -881437.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -881464.375000 Penalty: 2633.060059
	Iteration 30Q: 3 clusters Score -881464.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -881487.562500 Penalty: 2633.060059
	Iteration 31Q: 3 clusters Score -881487.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -881513.250000 Penalty: 2633.060059
	Iteration 32Q: 3 clusters Score -881513.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -881542.375000 Penalty: 2633.060059
	Iteration 33Q: 3 clusters Score -881542.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -881582.687500 Penalty: 2633.060059
	Iteration 34Q: 3 clusters Score -881582.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -881626.562500 Penalty: 2633.060059
	Iteration 35Q: 3 clusters Score -881626.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -881688.250000 Penalty: 2633.060059
	Iteration 36Q: 3 clusters Score -881688.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -881750.500000 Penalty: 2633.060059
	Iteration 37Q: 3 clusters Score -881750.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -881823.750000 Penalty: 2633.060059
	Iteration 38Q: 3 clusters Score -881823.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -881895.250000 Penalty: 2633.060059
	Iteration 39Q: 3 clusters Score -881895.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -881971.375000 Penalty: 2633.060059
	Iteration 40F: 3 clusters Score -881971.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -882061.250000 Penalty: 2633.060059
	Iteration 41Q: 3 clusters Score -882061.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -882137.437500 Penalty: 2633.060059
	Iteration 42Q: 3 clusters Score -882137.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -882207.562500 Penalty: 2633.060059
	Iteration 43Q: 3 clusters Score -882207.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -882274.812500 Penalty: 2633.060059
	Iteration 44Q: 3 clusters Score -882274.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -882339.625000 Penalty: 2633.060059
	Iteration 45Q: 3 clusters Score -882339.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -882383.625000 Penalty: 2633.060059
	Iteration 46Q: 3 clusters Score -882383.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -882418.625000 Penalty: 2633.060059
	Iteration 47Q: 3 clusters Score -882418.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -882450.625000 Penalty: 2633.060059
	Iteration 48Q: 3 clusters Score -882450.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -882481.625000 Penalty: 2633.060059
	Iteration 49Q: 3 clusters Score -882481.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -882504.250000 Penalty: 2633.060059
	Iteration 50Q: 3 clusters Score -882504.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -882529.437500 Penalty: 2633.060059
	Iteration 51Q: 3 clusters Score -882529.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -882548.312500 Penalty: 2633.060059
	Iteration 52Q: 3 clusters Score -882548.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -882573.187500 Penalty: 2633.060059
	Iteration 53Q: 3 clusters Score -882573.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -882599.812500 Penalty: 2633.060059
	Iteration 54Q: 3 clusters Score -882599.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -882617.500000 Penalty: 2633.060059
	Iteration 55Q: 3 clusters Score -882617.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -882634.937500 Penalty: 2633.060059
	Iteration 56Q: 3 clusters Score -882634.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -882648.375000 Penalty: 2633.060059
	Iteration 57Q: 3 clusters Score -882648.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -882654.750000 Penalty: 2633.060059
	Iteration 58Q: 3 clusters Score -882654.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -882659.375000 Penalty: 2633.060059
	Iteration 59Q: 3 clusters Score -882659.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -882662.062500 Penalty: 2633.060059
	Iteration 60F: 3 clusters Score -882662.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -882664.437500 Penalty: 2633.060059
	Iteration 61Q: 3 clusters Score -882664.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -882666.312500 Penalty: 2633.060059
	Iteration 62Q: 3 clusters Score -882666.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -882667.062500 Penalty: 2633.060059
	Iteration 63Q: 3 clusters Score -882667.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -882668.125000 Penalty: 2633.060059
	Iteration 64Q: 3 clusters Score -882668.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -882671.687500 Penalty: 2633.060059
	Iteration 65Q: 3 clusters Score -882671.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -882675.250000 Penalty: 2633.060059
	Iteration 66Q: 3 clusters Score -882675.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -882679.062500 Penalty: 2633.060059
	Iteration 67Q: 3 clusters Score -882679.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -882682.187500 Penalty: 2633.060059
	Iteration 68Q: 3 clusters Score -882682.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -882686.437500 Penalty: 2633.060059
	Iteration 69Q: 3 clusters Score -882686.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -882687.500000 Penalty: 2633.060059
	Iteration 70Q: 3 clusters Score -882687.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -882690.125000 Penalty: 2633.060059
	Iteration 71Q: 3 clusters Score -882690.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -882690.562500 Penalty: 2633.060059
	Iteration 72Q: 3 clusters Score -882690.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -882690.312500 Penalty: 2633.060059
	Iteration 73Q: 3 clusters Score -882690.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -882691.750000 Penalty: 2633.060059
	Iteration 74Q: 3 clusters Score -882691.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -882693.125000 Penalty: 2633.060059
	Iteration 75Q: 3 clusters Score -882693.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -882693.125000 Penalty: 2633.060059
	Iteration 76F: 3 clusters Score -882693.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (28307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28307 members 
Entering Unmasked Estep 
Score: -3468089.750000 Penalty: 1525.328613
	Iteration 0F: 2 clusters Score -3468090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -3449719.250000 Penalty: 3050.657227
	Iteration 0F: 3 clusters Score -3449719 nChanged 12676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -3456677.750000 Penalty: 3050.657227
	Iteration 1F: 3 clusters Score -3456678 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -3457194.750000 Penalty: 3050.657227
	Iteration 2Q: 3 clusters Score -3457195 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -3457687.500000 Penalty: 3050.657227
	Iteration 3Q: 3 clusters Score -3457688 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -3458140.750000 Penalty: 3050.657227
	Iteration 4Q: 3 clusters Score -3458141 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -3458655.750000 Penalty: 3050.657227
	Iteration 5Q: 3 clusters Score -3458656 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -3459201.250000 Penalty: 3050.657227
	Iteration 6Q: 3 clusters Score -3459201 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -3459816.750000 Penalty: 3050.657227
	Iteration 7Q: 3 clusters Score -3459817 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -3460554.000000 Penalty: 3050.657227
	Iteration 8Q: 3 clusters Score -3460554 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -3461391.750000 Penalty: 3050.657227
	Iteration 9Q: 3 clusters Score -3461392 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
Score: -3462307.000000 Penalty: 3050.657227
	Iteration 10Q: 3 clusters Score -3462307 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
Score: -3463260.500000 Penalty: 3050.657227
	Iteration 11Q: 3 clusters Score -3463260 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -3464163.250000 Penalty: 3050.657227
	Iteration 12Q: 3 clusters Score -3464163 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 24992 members 
Entering Unmasked Estep 
Score: -3464945.750000 Penalty: 3050.657227
	Iteration 13Q: 3 clusters Score -3464946 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 25771 members 
Entering Unmasked Estep 
Score: -3465554.500000 Penalty: 3050.657227
	Iteration 14Q: 3 clusters Score -3465554 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 26371 members 
Entering Unmasked Estep 
Score: -3466023.250000 Penalty: 3050.657227
	Iteration 15Q: 3 clusters Score -3466023 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 26781 members 
Entering Unmasked Estep 
Score: -3466338.750000 Penalty: 3050.657227
	Iteration 16Q: 3 clusters Score -3466339 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 27062 members 
Entering Unmasked Estep 
Score: -3466565.250000 Penalty: 3050.657227
	Iteration 17Q: 3 clusters Score -3466565 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 27239 members 
Entering Unmasked Estep 
Score: -3466698.750000 Penalty: 3050.657227
	Iteration 18Q: 3 clusters Score -3466699 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 27350 members 
Entering Unmasked Estep 
Score: -3466784.500000 Penalty: 3050.657227
	Iteration 19Q: 3 clusters Score -3466784 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 27423 members 
Entering Unmasked Estep 
Score: -3466850.500000 Penalty: 3050.657227
	Iteration 20F: 3 clusters Score -3466850 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 27477 members 
Entering Unmasked Estep 
Score: -3466893.000000 Penalty: 3050.657227
	Iteration 21Q: 3 clusters Score -3466893 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 27527 members 
Entering Unmasked Estep 
Score: -3466931.750000 Penalty: 3050.657227
	Iteration 22Q: 3 clusters Score -3466932 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 27554 members 
Entering Unmasked Estep 
Score: -3466949.250000 Penalty: 3050.657227
	Iteration 23Q: 3 clusters Score -3466949 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 27578 members 
Entering Unmasked Estep 
Score: -3466971.250000 Penalty: 3050.657227
	Iteration 24Q: 3 clusters Score -3466971 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 27597 members 
Entering Unmasked Estep 
Score: -3466985.750000 Penalty: 3050.657227
	Iteration 25Q: 3 clusters Score -3466986 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 27610 members 
Entering Unmasked Estep 
Score: -3466999.250000 Penalty: 3050.657227
	Iteration 26Q: 3 clusters Score -3466999 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 27623 members 
Entering Unmasked Estep 
Score: -3467013.000000 Penalty: 3050.657227
	Iteration 27Q: 3 clusters Score -3467013 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 27637 members 
Entering Unmasked Estep 
Score: -3467026.500000 Penalty: 3050.657227
	Iteration 28Q: 3 clusters Score -3467026 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 27646 members 
Entering Unmasked Estep 
Score: -3467035.000000 Penalty: 3050.657227
	Iteration 29Q: 3 clusters Score -3467035 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 27657 members 
Entering Unmasked Estep 
Score: -3467051.500000 Penalty: 3050.657227
	Iteration 30Q: 3 clusters Score -3467052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 27663 members 
Entering Unmasked Estep 
Score: -3467051.750000 Penalty: 3050.657227
	Iteration 31Q: 3 clusters Score -3467052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 27668 members 
Entering Unmasked Estep 
Score: -3467052.500000 Penalty: 3050.657227
	Iteration 32Q: 3 clusters Score -3467052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 27668 members 
Entering Unmasked Estep 
Score: -3467055.000000 Penalty: 3050.657227
	Iteration 33Q: 3 clusters Score -3467055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 27669 members 
Entering Unmasked Estep 
Score: -3467053.250000 Penalty: 3050.657227
	Iteration 34Q: 3 clusters Score -3467053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 27671 members 
Entering Unmasked Estep 
Score: -3467054.750000 Penalty: 3050.657227
	Iteration 35Q: 3 clusters Score -3467055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 27671 members 
Entering Unmasked Estep 
Score: -3467054.750000 Penalty: 3050.657227
	Iteration 36F: 3 clusters Score -3467055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (34966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34966 members 
Entering Unmasked Estep 
Score: -4394781.000000 Penalty: 1556.765259
	Iteration 0F: 2 clusters Score -4394781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -4371992.500000 Penalty: 3113.530518
	Iteration 0F: 3 clusters Score -4371992 nChanged 15963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -4380670.000000 Penalty: 3113.530518
	Iteration 1F: 3 clusters Score -4380670 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -4381153.000000 Penalty: 3113.530518
	Iteration 2Q: 3 clusters Score -4381153 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -4381613.000000 Penalty: 3113.530518
	Iteration 3Q: 3 clusters Score -4381613 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -4382025.000000 Penalty: 3113.530518
	Iteration 4Q: 3 clusters Score -4382025 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -4382508.000000 Penalty: 3113.530518
	Iteration 5Q: 3 clusters Score -4382508 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 21549 members 
Entering Unmasked Estep 
Score: -4383014.500000 Penalty: 3113.530518
	Iteration 6Q: 3 clusters Score -4383014 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 22983 members 
Entering Unmasked Estep 
Score: -4383760.500000 Penalty: 3113.530518
	Iteration 7Q: 3 clusters Score -4383760 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 24775 members 
Entering Unmasked Estep 
Score: -4384785.500000 Penalty: 3113.530518
	Iteration 8F: 3 clusters Score -4384786 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 26913 members 
Entering Unmasked Estep 
Score: -4386266.000000 Penalty: 3113.530518
	Iteration 9F: 3 clusters Score -4386266 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 29275 members 
Entering Unmasked Estep 
Score: -4388226.000000 Penalty: 3113.530518
	Iteration 10F: 3 clusters Score -4388226 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 31493 members 
Entering Unmasked Estep 
Score: -4390281.000000 Penalty: 3113.530518
	Iteration 11F: 3 clusters Score -4390281 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 33140 members 
Entering Unmasked Estep 
Score: -4391892.500000 Penalty: 3113.530518
	Iteration 12Q: 3 clusters Score -4391892 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 34056 members 
Entering Unmasked Estep 
Score: -4392774.500000 Penalty: 3113.530518
	Iteration 13Q: 3 clusters Score -4392774 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 34438 members 
Entering Unmasked Estep 
Score: -4393166.500000 Penalty: 3113.530518
	Iteration 14Q: 3 clusters Score -4393166 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 34590 members 
Entering Unmasked Estep 
Score: -4393353.500000 Penalty: 3113.530518
	Iteration 15Q: 3 clusters Score -4393354 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 34649 members 
Entering Unmasked Estep 
Score: -4393438.500000 Penalty: 3113.530518
	Iteration 16Q: 3 clusters Score -4393438 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 34668 members 
Entering Unmasked Estep 
Score: -4393477.000000 Penalty: 3113.530518
	Iteration 17Q: 3 clusters Score -4393477 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 34678 members 
Entering Unmasked Estep 
Score: -4393510.500000 Penalty: 3113.530518
	Iteration 18Q: 3 clusters Score -4393510 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 34688 members 
Entering Unmasked Estep 
Score: -4393524.000000 Penalty: 3113.530518
	Iteration 19Q: 3 clusters Score -4393524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 34697 members 
Entering Unmasked Estep 
Score: -4393533.500000 Penalty: 3113.530518
	Iteration 20F: 3 clusters Score -4393534 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 34705 members 
Entering Unmasked Estep 
Score: -4393546.500000 Penalty: 3113.530518
	Iteration 21Q: 3 clusters Score -4393546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 34708 members 
Entering Unmasked Estep 
Score: -4393548.500000 Penalty: 3113.530518
	Iteration 22Q: 3 clusters Score -4393548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 34708 members 
Entering Unmasked Estep 
Score: -4393548.500000 Penalty: 3113.530518
	Iteration 23F: 3 clusters Score -4393548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (50234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50234 members 
Entering Unmasked Estep 
Score: -6410227.000000 Penalty: 1610.677856
	Iteration 0F: 2 clusters Score -6410227 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25307 members 
Mstep: Class 2 contains 24927 members 
Entering Unmasked Estep 
Score: -6378324.500000 Penalty: 3221.355713
	Iteration 0F: 3 clusters Score -6378324 nChanged 23302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26913 members 
Mstep: Class 2 contains 23321 members 
Entering Unmasked Estep 
Score: -6391100.500000 Penalty: 3221.355713
	Iteration 1F: 3 clusters Score -6391100 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27916 members 
Mstep: Class 2 contains 22318 members 
Entering Unmasked Estep 
Score: -6391835.500000 Penalty: 3221.355713
	Iteration 2Q: 3 clusters Score -6391836 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29316 members 
Mstep: Class 2 contains 20918 members 
Entering Unmasked Estep 
Score: -6392693.000000 Penalty: 3221.355713
	Iteration 3Q: 3 clusters Score -6392693 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31222 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -6393848.000000 Penalty: 3221.355713
	Iteration 4Q: 3 clusters Score -6393848 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33813 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -6395496.000000 Penalty: 3221.355713
	Iteration 5F: 3 clusters Score -6395496 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37145 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -6397918.000000 Penalty: 3221.355713
	Iteration 6F: 3 clusters Score -6397918 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41010 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -6401044.000000 Penalty: 3221.355713
	Iteration 7F: 3 clusters Score -6401044 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44712 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -6404217.000000 Penalty: 3221.355713
	Iteration 8F: 3 clusters Score -6404217 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47453 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -6406607.500000 Penalty: 3221.355713
	Iteration 9F: 3 clusters Score -6406608 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48930 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -6407915.000000 Penalty: 3221.355713
	Iteration 10Q: 3 clusters Score -6407915 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49546 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -6408477.500000 Penalty: 3221.355713
	Iteration 11Q: 3 clusters Score -6408478 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49771 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -6408749.000000 Penalty: 3221.355713
	Iteration 12Q: 3 clusters Score -6408749 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49837 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -6408844.500000 Penalty: 3221.355713
	Iteration 13Q: 3 clusters Score -6408844 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49859 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -6408873.500000 Penalty: 3221.355713
	Iteration 14Q: 3 clusters Score -6408874 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49876 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -6408903.500000 Penalty: 3221.355713
	Iteration 15Q: 3 clusters Score -6408904 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49879 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -6408913.000000 Penalty: 3221.355713
	Iteration 16Q: 3 clusters Score -6408913 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49881 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -6408927.000000 Penalty: 3221.355713
	Iteration 17Q: 3 clusters Score -6408927 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49882 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -6408933.000000 Penalty: 3221.355713
	Iteration 18Q: 3 clusters Score -6408933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49881 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -6408939.500000 Penalty: 3221.355713
	Iteration 19Q: 3 clusters Score -6408940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49882 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -6408942.500000 Penalty: 3221.355713
	Iteration 20F: 3 clusters Score -6408942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49882 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -6408944.000000 Penalty: 3221.355713
	Iteration 21Q: 3 clusters Score -6408944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49880 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -6408944.000000 Penalty: 3221.355713
	Iteration 22Q: 3 clusters Score -6408944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49877 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -6408950.500000 Penalty: 3221.355713
	Iteration 23Q: 3 clusters Score -6408950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49878 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -6408952.500000 Penalty: 3221.355713
	Iteration 24Q: 3 clusters Score -6408952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49878 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -6408951.500000 Penalty: 3221.355713
	Iteration 25Q: 3 clusters Score -6408952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49880 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -6408970.000000 Penalty: 3221.355713
	Iteration 26Q: 3 clusters Score -6408970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49877 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -6408966.500000 Penalty: 3221.355713
	Iteration 27Q: 3 clusters Score -6408966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49875 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -6408968.000000 Penalty: 3221.355713
	Iteration 28Q: 3 clusters Score -6408968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49871 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -6408972.000000 Penalty: 3221.355713
	Iteration 29Q: 3 clusters Score -6408972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49872 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -6408976.000000 Penalty: 3221.355713
	Iteration 30Q: 3 clusters Score -6408976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49870 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -6408973.000000 Penalty: 3221.355713
	Iteration 31Q: 3 clusters Score -6408973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49870 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -6408973.000000 Penalty: 3221.355713
	Iteration 32F: 3 clusters Score -6408973 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (24131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24131 members 
Entering Unmasked Estep 
Score: -3013299.250000 Penalty: 1501.578369
	Iteration 0F: 2 clusters Score -3013299 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -2997540.500000 Penalty: 3003.156738
	Iteration 0F: 3 clusters Score -2997540 nChanged 10771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -3003485.750000 Penalty: 3003.156738
	Iteration 1F: 3 clusters Score -3003486 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -3004021.250000 Penalty: 3003.156738
	Iteration 2F: 3 clusters Score -3004021 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -3004507.750000 Penalty: 3003.156738
	Iteration 3Q: 3 clusters Score -3004508 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -3005142.000000 Penalty: 3003.156738
	Iteration 4F: 3 clusters Score -3005142 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -3005920.000000 Penalty: 3003.156738
	Iteration 5F: 3 clusters Score -3005920 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -3006938.000000 Penalty: 3003.156738
	Iteration 6F: 3 clusters Score -3006938 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20014 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -3008235.000000 Penalty: 3003.156738
	Iteration 7F: 3 clusters Score -3008235 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21548 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -3009652.000000 Penalty: 3003.156738
	Iteration 8F: 3 clusters Score -3009652 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22716 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -3010798.500000 Penalty: 3003.156738
	Iteration 9Q: 3 clusters Score -3010798 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23382 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -3011460.250000 Penalty: 3003.156738
	Iteration 10Q: 3 clusters Score -3011460 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -3011747.250000 Penalty: 3003.156738
	Iteration 11Q: 3 clusters Score -3011747 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23792 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -3011888.750000 Penalty: 3003.156738
	Iteration 12Q: 3 clusters Score -3011889 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23841 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -3011940.250000 Penalty: 3003.156738
	Iteration 13Q: 3 clusters Score -3011940 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23869 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -3011999.000000 Penalty: 3003.156738
	Iteration 14Q: 3 clusters Score -3011999 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23887 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -3012029.250000 Penalty: 3003.156738
	Iteration 15Q: 3 clusters Score -3012029 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23895 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -3012044.750000 Penalty: 3003.156738
	Iteration 16Q: 3 clusters Score -3012045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23899 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -3012052.500000 Penalty: 3003.156738
	Iteration 17Q: 3 clusters Score -3012052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23899 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -3012061.750000 Penalty: 3003.156738
	Iteration 18Q: 3 clusters Score -3012062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -3012073.750000 Penalty: 3003.156738
	Iteration 19Q: 3 clusters Score -3012074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23911 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -3012092.250000 Penalty: 3003.156738
	Iteration 20F: 3 clusters Score -3012092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23911 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -3012101.250000 Penalty: 3003.156738
	Iteration 21Q: 3 clusters Score -3012101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23911 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -3012108.250000 Penalty: 3003.156738
	Iteration 22Q: 3 clusters Score -3012108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23913 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -3012116.750000 Penalty: 3003.156738
	Iteration 23Q: 3 clusters Score -3012117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -3012122.250000 Penalty: 3003.156738
	Iteration 24Q: 3 clusters Score -3012122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23918 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -3012124.000000 Penalty: 3003.156738
	Iteration 25Q: 3 clusters Score -3012124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -3012129.500000 Penalty: 3003.156738
	Iteration 26Q: 3 clusters Score -3012130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23917 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -3012130.500000 Penalty: 3003.156738
	Iteration 27Q: 3 clusters Score -3012130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23917 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -3012130.500000 Penalty: 3003.156738
	Iteration 28F: 3 clusters Score -3012130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Entering Unmasked Estep 
Score: -2207463.750000 Penalty: 1458.859619
	Iteration 0F: 2 clusters Score -2207464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -2195736.750000 Penalty: 2917.719238
	Iteration 0F: 3 clusters Score -2195737 nChanged 7824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -2199702.750000 Penalty: 2917.719238
	Iteration 1F: 3 clusters Score -2199703 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -2200095.500000 Penalty: 2917.719238
	Iteration 2F: 3 clusters Score -2200096 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -2200422.500000 Penalty: 2917.719238
	Iteration 3Q: 3 clusters Score -2200422 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -2200798.250000 Penalty: 2917.719238
	Iteration 4Q: 3 clusters Score -2200798 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -2201238.250000 Penalty: 2917.719238
	Iteration 5Q: 3 clusters Score -2201238 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -2201838.750000 Penalty: 2917.719238
	Iteration 6F: 3 clusters Score -2201839 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -2202731.000000 Penalty: 2917.719238
	Iteration 7F: 3 clusters Score -2202731 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -2203785.500000 Penalty: 2917.719238
	Iteration 8F: 3 clusters Score -2203786 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -2204714.000000 Penalty: 2917.719238
	Iteration 9F: 3 clusters Score -2204714 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -2205352.250000 Penalty: 2917.719238
	Iteration 10Q: 3 clusters Score -2205352 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -2205772.000000 Penalty: 2917.719238
	Iteration 11Q: 3 clusters Score -2205772 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -2206014.500000 Penalty: 2917.719238
	Iteration 12Q: 3 clusters Score -2206014 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -2206154.250000 Penalty: 2917.719238
	Iteration 13Q: 3 clusters Score -2206154 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -2206241.750000 Penalty: 2917.719238
	Iteration 14Q: 3 clusters Score -2206242 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -2206296.500000 Penalty: 2917.719238
	Iteration 15Q: 3 clusters Score -2206296 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -2206337.000000 Penalty: 2917.719238
	Iteration 16Q: 3 clusters Score -2206337 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -2206376.500000 Penalty: 2917.719238
	Iteration 17Q: 3 clusters Score -2206376 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -2206402.250000 Penalty: 2917.719238
	Iteration 18Q: 3 clusters Score -2206402 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -2206415.250000 Penalty: 2917.719238
	Iteration 19Q: 3 clusters Score -2206415 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -2206432.750000 Penalty: 2917.719238
	Iteration 20F: 3 clusters Score -2206433 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -2206447.250000 Penalty: 2917.719238
	Iteration 21Q: 3 clusters Score -2206447 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -2206470.500000 Penalty: 2917.719238
	Iteration 22Q: 3 clusters Score -2206470 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -2206483.250000 Penalty: 2917.719238
	Iteration 23Q: 3 clusters Score -2206483 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -2206489.000000 Penalty: 2917.719238
	Iteration 24Q: 3 clusters Score -2206489 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -2206495.000000 Penalty: 2917.719238
	Iteration 25Q: 3 clusters Score -2206495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -2206500.250000 Penalty: 2917.719238
	Iteration 26Q: 3 clusters Score -2206500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -2206501.000000 Penalty: 2917.719238
	Iteration 27Q: 3 clusters Score -2206501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -2206502.000000 Penalty: 2917.719238
	Iteration 28Q: 3 clusters Score -2206502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -2206499.500000 Penalty: 2917.719238
	Iteration 29Q: 3 clusters Score -2206500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -2206500.500000 Penalty: 2917.719238
	Iteration 30Q: 3 clusters Score -2206500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -2206501.750000 Penalty: 2917.719238
	Iteration 31Q: 3 clusters Score -2206502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -2206505.000000 Penalty: 2917.719238
	Iteration 32Q: 3 clusters Score -2206505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -2206504.500000 Penalty: 2917.719238
	Iteration 33Q: 3 clusters Score -2206504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -2206504.500000 Penalty: 2917.719238
	Iteration 34F: 3 clusters Score -2206504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Entering Unmasked Estep 
Score: -1069944.000000 Penalty: 1353.275513
	Iteration 0F: 2 clusters Score -1069944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1063858.875000 Penalty: 2706.551025
	Iteration 0F: 3 clusters Score -1063859 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1065975.500000 Penalty: 2706.551025
	Iteration 1F: 3 clusters Score -1065976 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1066274.500000 Penalty: 2706.551025
	Iteration 2F: 3 clusters Score -1066274 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1066493.250000 Penalty: 2706.551025
	Iteration 3Q: 3 clusters Score -1066493 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1066694.500000 Penalty: 2706.551025
	Iteration 4Q: 3 clusters Score -1066694 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1066927.250000 Penalty: 2706.551025
	Iteration 5Q: 3 clusters Score -1066927 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1067164.125000 Penalty: 2706.551025
	Iteration 6Q: 3 clusters Score -1067164 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1067443.000000 Penalty: 2706.551025
	Iteration 7Q: 3 clusters Score -1067443 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1067727.250000 Penalty: 2706.551025
	Iteration 8Q: 3 clusters Score -1067727 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1067992.250000 Penalty: 2706.551025
	Iteration 9Q: 3 clusters Score -1067992 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1068218.875000 Penalty: 2706.551025
	Iteration 10Q: 3 clusters Score -1068219 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1068393.500000 Penalty: 2706.551025
	Iteration 11Q: 3 clusters Score -1068394 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1068535.125000 Penalty: 2706.551025
	Iteration 12Q: 3 clusters Score -1068535 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1068628.625000 Penalty: 2706.551025
	Iteration 13Q: 3 clusters Score -1068629 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1068714.125000 Penalty: 2706.551025
	Iteration 14Q: 3 clusters Score -1068714 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1068782.000000 Penalty: 2706.551025
	Iteration 15Q: 3 clusters Score -1068782 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1068838.625000 Penalty: 2706.551025
	Iteration 16Q: 3 clusters Score -1068839 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1068885.875000 Penalty: 2706.551025
	Iteration 17Q: 3 clusters Score -1068886 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1068937.000000 Penalty: 2706.551025
	Iteration 18Q: 3 clusters Score -1068937 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1068985.875000 Penalty: 2706.551025
	Iteration 19Q: 3 clusters Score -1068986 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1069036.375000 Penalty: 2706.551025
	Iteration 20F: 3 clusters Score -1069036 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1069088.375000 Penalty: 2706.551025
	Iteration 21Q: 3 clusters Score -1069088 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1069151.750000 Penalty: 2706.551025
	Iteration 22Q: 3 clusters Score -1069152 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1069190.875000 Penalty: 2706.551025
	Iteration 23Q: 3 clusters Score -1069191 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1069222.375000 Penalty: 2706.551025
	Iteration 24Q: 3 clusters Score -1069222 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1069249.000000 Penalty: 2706.551025
	Iteration 25Q: 3 clusters Score -1069249 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1069277.375000 Penalty: 2706.551025
	Iteration 26Q: 3 clusters Score -1069277 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1069297.375000 Penalty: 2706.551025
	Iteration 27Q: 3 clusters Score -1069297 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1069310.625000 Penalty: 2706.551025
	Iteration 28Q: 3 clusters Score -1069311 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1069322.875000 Penalty: 2706.551025
	Iteration 29Q: 3 clusters Score -1069323 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1069332.875000 Penalty: 2706.551025
	Iteration 30Q: 3 clusters Score -1069333 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1069344.375000 Penalty: 2706.551025
	Iteration 31Q: 3 clusters Score -1069344 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1069350.875000 Penalty: 2706.551025
	Iteration 32Q: 3 clusters Score -1069351 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1069351.625000 Penalty: 2706.551025
	Iteration 33Q: 3 clusters Score -1069352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1069354.500000 Penalty: 2706.551025
	Iteration 34Q: 3 clusters Score -1069354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1069357.125000 Penalty: 2706.551025
	Iteration 35Q: 3 clusters Score -1069357 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1069359.125000 Penalty: 2706.551025
	Iteration 36Q: 3 clusters Score -1069359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1069358.625000 Penalty: 2706.551025
	Iteration 37Q: 3 clusters Score -1069359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1069359.000000 Penalty: 2706.551025
	Iteration 38Q: 3 clusters Score -1069359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1069358.875000 Penalty: 2706.551025
	Iteration 39Q: 3 clusters Score -1069359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1069363.125000 Penalty: 2706.551025
	Iteration 40F: 3 clusters Score -1069363 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1069364.750000 Penalty: 2706.551025
	Iteration 41Q: 3 clusters Score -1069365 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1069365.625000 Penalty: 2706.551025
	Iteration 42Q: 3 clusters Score -1069366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1069367.625000 Penalty: 2706.551025
	Iteration 43Q: 3 clusters Score -1069368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1069368.875000 Penalty: 2706.551025
	Iteration 44Q: 3 clusters Score -1069369 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1069372.250000 Penalty: 2706.551025
	Iteration 45Q: 3 clusters Score -1069372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1069374.750000 Penalty: 2706.551025
	Iteration 46Q: 3 clusters Score -1069375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1069377.625000 Penalty: 2706.551025
	Iteration 47Q: 3 clusters Score -1069378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1069379.500000 Penalty: 2706.551025
	Iteration 48Q: 3 clusters Score -1069380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1069380.750000 Penalty: 2706.551025
	Iteration 49Q: 3 clusters Score -1069381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1069381.125000 Penalty: 2706.551025
	Iteration 50Q: 3 clusters Score -1069381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1069382.875000 Penalty: 2706.551025
	Iteration 51Q: 3 clusters Score -1069383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1069383.375000 Penalty: 2706.551025
	Iteration 52Q: 3 clusters Score -1069383 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1069383.375000 Penalty: 2706.551025
	Iteration 53F: 3 clusters Score -1069383 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (74285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74285 members 
Entering Unmasked Estep 
Score: -9373545.000000 Penalty: 1668.890869
	Iteration 0F: 2 clusters Score -9373545 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37258 members 
Mstep: Class 2 contains 37027 members 
Entering Unmasked Estep 
Score: -9329340.000000 Penalty: 3337.781738
	Iteration 0F: 3 clusters Score -9329340 nChanged 34788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38086 members 
Mstep: Class 2 contains 36199 members 
Entering Unmasked Estep 
Score: -9348638.000000 Penalty: 3337.781738
	Iteration 1F: 3 clusters Score -9348638 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38414 members 
Mstep: Class 2 contains 35871 members 
Entering Unmasked Estep 
Score: -9349275.000000 Penalty: 3337.781738
	Iteration 2Q: 3 clusters Score -9349275 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38847 members 
Mstep: Class 2 contains 35438 members 
Entering Unmasked Estep 
Score: -9349936.000000 Penalty: 3337.781738
	Iteration 3Q: 3 clusters Score -9349936 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39414 members 
Mstep: Class 2 contains 34871 members 
Entering Unmasked Estep 
Score: -9350636.000000 Penalty: 3337.781738
	Iteration 4Q: 3 clusters Score -9350636 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40173 members 
Mstep: Class 2 contains 34112 members 
Entering Unmasked Estep 
Score: -9351688.000000 Penalty: 3337.781738
	Iteration 5Q: 3 clusters Score -9351688 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41046 members 
Mstep: Class 2 contains 33239 members 
Entering Unmasked Estep 
Score: -9353236.000000 Penalty: 3337.781738
	Iteration 6Q: 3 clusters Score -9353236 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42117 members 
Mstep: Class 2 contains 32168 members 
Entering Unmasked Estep 
Score: -9355496.000000 Penalty: 3337.781738
	Iteration 7F: 3 clusters Score -9355496 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43376 members 
Mstep: Class 2 contains 30909 members 
Entering Unmasked Estep 
Score: -9358014.000000 Penalty: 3337.781738
	Iteration 8F: 3 clusters Score -9358014 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44866 members 
Mstep: Class 2 contains 29419 members 
Entering Unmasked Estep 
Score: -9360468.000000 Penalty: 3337.781738
	Iteration 9F: 3 clusters Score -9360468 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46637 members 
Mstep: Class 2 contains 27648 members 
Entering Unmasked Estep 
Score: -9362535.000000 Penalty: 3337.781738
	Iteration 10F: 3 clusters Score -9362535 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48676 members 
Mstep: Class 2 contains 25609 members 
Entering Unmasked Estep 
Score: -9364143.000000 Penalty: 3337.781738
	Iteration 11Q: 3 clusters Score -9364143 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50891 members 
Mstep: Class 2 contains 23394 members 
Entering Unmasked Estep 
Score: -9365434.000000 Penalty: 3337.781738
	Iteration 12Q: 3 clusters Score -9365434 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53189 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -9366497.000000 Penalty: 3337.781738
	Iteration 13Q: 3 clusters Score -9366497 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55488 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -9367495.000000 Penalty: 3337.781738
	Iteration 14Q: 3 clusters Score -9367495 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57785 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -9368461.000000 Penalty: 3337.781738
	Iteration 15Q: 3 clusters Score -9368461 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59994 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -9369339.000000 Penalty: 3337.781738
	Iteration 16Q: 3 clusters Score -9369339 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61991 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -9370207.000000 Penalty: 3337.781738
	Iteration 17Q: 3 clusters Score -9370207 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63737 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -9370987.000000 Penalty: 3337.781738
	Iteration 18Q: 3 clusters Score -9370987 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65264 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -9371640.000000 Penalty: 3337.781738
	Iteration 19Q: 3 clusters Score -9371640 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66500 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -9372211.000000 Penalty: 3337.781738
	Iteration 20F: 3 clusters Score -9372211 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67470 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -9372658.000000 Penalty: 3337.781738
	Iteration 21Q: 3 clusters Score -9372658 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68243 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -9372991.000000 Penalty: 3337.781738
	Iteration 22Q: 3 clusters Score -9372991 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68840 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -9373244.000000 Penalty: 3337.781738
	Iteration 23Q: 3 clusters Score -9373244 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69300 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -9373372.000000 Penalty: 3337.781738
	Iteration 24Q: 3 clusters Score -9373372 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69663 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -9373492.000000 Penalty: 3337.781738
	Iteration 25Q: 3 clusters Score -9373492 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69946 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -9373610.000000 Penalty: 3337.781738
	Iteration 26Q: 3 clusters Score -9373610 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70185 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -9373695.000000 Penalty: 3337.781738
	Iteration 27Q: 3 clusters Score -9373695 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70374 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -9373754.000000 Penalty: 3337.781738
	Iteration 28Q: 3 clusters Score -9373754 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70533 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -9373759.000000 Penalty: 3337.781738
	Iteration 29Q: 3 clusters Score -9373759 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70651 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -9373734.000000 Penalty: 3337.781738
	Iteration 30Q: 3 clusters Score -9373734 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70741 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -9373736.000000 Penalty: 3337.781738
	Iteration 31Q: 3 clusters Score -9373736 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70817 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -9373735.000000 Penalty: 3337.781738
	Iteration 32Q: 3 clusters Score -9373735 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70896 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -9373732.000000 Penalty: 3337.781738
	Iteration 33Q: 3 clusters Score -9373732 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70979 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -9373739.000000 Penalty: 3337.781738
	Iteration 34Q: 3 clusters Score -9373739 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71056 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -9373769.000000 Penalty: 3337.781738
	Iteration 35Q: 3 clusters Score -9373769 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71111 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -9373781.000000 Penalty: 3337.781738
	Iteration 36Q: 3 clusters Score -9373781 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71153 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -9373776.000000 Penalty: 3337.781738
	Iteration 37Q: 3 clusters Score -9373776 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71189 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -9373794.000000 Penalty: 3337.781738
	Iteration 38Q: 3 clusters Score -9373794 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71224 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -9373802.000000 Penalty: 3337.781738
	Iteration 39Q: 3 clusters Score -9373802 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71261 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -9373801.000000 Penalty: 3337.781738
	Iteration 40F: 3 clusters Score -9373801 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71288 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -9373800.000000 Penalty: 3337.781738
	Iteration 41Q: 3 clusters Score -9373800 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71310 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -9373814.000000 Penalty: 3337.781738
	Iteration 42Q: 3 clusters Score -9373814 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71328 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -9373812.000000 Penalty: 3337.781738
	Iteration 43Q: 3 clusters Score -9373812 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71341 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -9373820.000000 Penalty: 3337.781738
	Iteration 44Q: 3 clusters Score -9373820 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71354 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -9373828.000000 Penalty: 3337.781738
	Iteration 45Q: 3 clusters Score -9373828 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71366 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -9373824.000000 Penalty: 3337.781738
	Iteration 46Q: 3 clusters Score -9373824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71370 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -9373819.000000 Penalty: 3337.781738
	Iteration 47Q: 3 clusters Score -9373819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71377 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -9373828.000000 Penalty: 3337.781738
	Iteration 48Q: 3 clusters Score -9373828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71379 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -9373830.000000 Penalty: 3337.781738
	Iteration 49Q: 3 clusters Score -9373830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71382 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -9373830.000000 Penalty: 3337.781738
	Iteration 50Q: 3 clusters Score -9373830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71385 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -9373828.000000 Penalty: 3337.781738
	Iteration 51Q: 3 clusters Score -9373828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71388 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -9373826.000000 Penalty: 3337.781738
	Iteration 52Q: 3 clusters Score -9373826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71392 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -9373823.000000 Penalty: 3337.781738
	Iteration 53Q: 3 clusters Score -9373823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71392 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -9373820.000000 Penalty: 3337.781738
	Iteration 54Q: 3 clusters Score -9373820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71395 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -9373831.000000 Penalty: 3337.781738
	Iteration 55Q: 3 clusters Score -9373831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71395 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -9373829.000000 Penalty: 3337.781738
	Iteration 56Q: 3 clusters Score -9373829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71396 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -9373821.000000 Penalty: 3337.781738
	Iteration 57Q: 3 clusters Score -9373821 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71396 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -9373821.000000 Penalty: 3337.781738
	Iteration 58F: 3 clusters Score -9373821 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 6958 members 
Mstep: Class 3 contains 28307 members 
Mstep: Class 4 contains 34966 members 
Mstep: Class 5 contains 50234 members 
Mstep: Class 6 contains 24131 members 
Mstep: Class 7 contains 18109 members 
Mstep: Class 8 contains 8907 members 
Mstep: Class 9 contains 71396 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 47592 members 
Mstep: Class 13 contains 34462 members 
Mstep: Class 14 contains 3258 members 
Mstep: Class 15 contains 5693 members 
Mstep: Class 16 contains 17774 members 
Mstep: Class 17 contains 10373 members 
Mstep: Class 18 contains 30605 members 
Mstep: Class 19 contains 16222 members 
Mstep: Class 20 contains 1836 members 
Mstep: Class 21 contains 1364 members 
Mstep: Class 22 contains 8774 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11833 members 
Mstep: Class 25 contains 6069 members 
Mstep: Class 26 contains 41223 members 
Mstep: Class 27 contains 22491 members 
Mstep: Class 28 contains 5249 members 
Mstep: Class 29 contains 4579 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10916 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35709 members 
Mstep: Class 38 contains 60628 members 
Mstep: Class 39 contains 6941 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10176 members 
Mstep: Class 43 contains 2889 members 
Entering Unmasked Estep 
Score: -80999400.000000 Penalty: 85805.187500
Splitting cluster 9 changes total score from -80999152.000000 to -80999400.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 10 (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: -54681.871094 Penalty: 951.863159
	Iteration 0F: 2 clusters Score -54681.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -53783.417969 Penalty: 1903.726318
	Iteration 0F: 3 clusters Score -53783.42 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -54199.941406 Penalty: 1903.726318
	Iteration 1F: 3 clusters Score -54199.94 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -54409.476562 Penalty: 1903.726318
	Iteration 2F: 3 clusters Score -54409.48 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -54646.226562 Penalty: 1903.726318
	Iteration 3Q: 3 clusters Score -54646.23 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -54740.742188 Penalty: 1903.726318
	Iteration 4Q: 3 clusters Score -54740.74 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -54805.007812 Penalty: 1903.726318
	Iteration 5Q: 3 clusters Score -54805.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -54833.308594 Penalty: 1903.726318
	Iteration 6Q: 3 clusters Score -54833.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -54867.519531 Penalty: 1903.726318
	Iteration 7Q: 3 clusters Score -54867.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -54908.484375 Penalty: 1903.726318
	Iteration 8Q: 3 clusters Score -54908.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -54922.203125 Penalty: 1903.726318
	Iteration 9Q: 3 clusters Score -54922.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -54929.656250 Penalty: 1903.726318
	Iteration 10Q: 3 clusters Score -54929.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -54938.648438 Penalty: 1903.726318
	Iteration 11Q: 3 clusters Score -54938.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -54952.011719 Penalty: 1903.726318
	Iteration 12Q: 3 clusters Score -54952.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -54955.527344 Penalty: 1903.726318
	Iteration 13Q: 3 clusters Score -54955.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -54964.683594 Penalty: 1903.726318
	Iteration 14Q: 3 clusters Score -54964.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -54969.945312 Penalty: 1903.726318
	Iteration 15Q: 3 clusters Score -54969.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -54972.953125 Penalty: 1903.726318
	Iteration 16Q: 3 clusters Score -54972.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -54980.082031 Penalty: 1903.726318
	Iteration 17Q: 3 clusters Score -54980.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -54992.480469 Penalty: 1903.726318
	Iteration 18Q: 3 clusters Score -54992.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -54995.062500 Penalty: 1903.726318
	Iteration 19Q: 3 clusters Score -54995.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -54995.257812 Penalty: 1903.726318
	Iteration 20F: 3 clusters Score -54995.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -55003.332031 Penalty: 1903.726318
	Iteration 21Q: 3 clusters Score -55003.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -55007.492188 Penalty: 1903.726318
	Iteration 22Q: 3 clusters Score -55007.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -55007.492188 Penalty: 1903.726318
	Iteration 23F: 3 clusters Score -55007.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 6958 members 
Mstep: Class 3 contains 28307 members 
Mstep: Class 4 contains 34966 members 
Mstep: Class 5 contains 50234 members 
Mstep: Class 6 contains 24131 members 
Mstep: Class 7 contains 18109 members 
Mstep: Class 8 contains 8907 members 
Mstep: Class 9 contains 71396 members 
Mstep: Class 10 contains 149 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 47592 members 
Mstep: Class 13 contains 34462 members 
Mstep: Class 14 contains 3258 members 
Mstep: Class 15 contains 5693 members 
Mstep: Class 16 contains 17774 members 
Mstep: Class 17 contains 10373 members 
Mstep: Class 18 contains 30605 members 
Mstep: Class 19 contains 16222 members 
Mstep: Class 20 contains 1836 members 
Mstep: Class 21 contains 1364 members 
Mstep: Class 22 contains 8774 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11833 members 
Mstep: Class 25 contains 6069 members 
Mstep: Class 26 contains 41223 members 
Mstep: Class 27 contains 22491 members 
Mstep: Class 28 contains 5249 members 
Mstep: Class 29 contains 4579 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10916 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35709 members 
Mstep: Class 38 contains 60628 members 
Mstep: Class 39 contains 6941 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10176 members 
Mstep: Class 43 contains 2889 members 
Mstep: Class 44 contains 451 members 
Entering Unmasked Estep 
Score: -80998696.000000 Penalty: 87800.648438
Splitting cluster 10 changes total score from -80999152.000000 to -80998696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (1273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Entering Unmasked Estep 
Score: -149992.062500 Penalty: 1063.790771
	Iteration 0F: 2 clusters Score -149992.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -148571.171875 Penalty: 2127.581543
	Iteration 0F: 3 clusters Score -148571.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -148955.328125 Penalty: 2127.581543
	Iteration 1F: 3 clusters Score -148955.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -149060.468750 Penalty: 2127.581543
	Iteration 2F: 3 clusters Score -149060.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -149096.640625 Penalty: 2127.581543
	Iteration 3Q: 3 clusters Score -149096.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -149112.734375 Penalty: 2127.581543
	Iteration 4Q: 3 clusters Score -149112.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -149124.984375 Penalty: 2127.581543
	Iteration 5Q: 3 clusters Score -149125 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -149135.109375 Penalty: 2127.581543
	Iteration 6Q: 3 clusters Score -149135.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -149145.312500 Penalty: 2127.581543
	Iteration 7Q: 3 clusters Score -149145.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -149148.609375 Penalty: 2127.581543
	Iteration 8Q: 3 clusters Score -149148.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -149157.359375 Penalty: 2127.581543
	Iteration 9Q: 3 clusters Score -149157.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -149163.593750 Penalty: 2127.581543
	Iteration 10Q: 3 clusters Score -149163.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -149165.703125 Penalty: 2127.581543
	Iteration 11Q: 3 clusters Score -149165.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -149167.171875 Penalty: 2127.581543
	Iteration 12Q: 3 clusters Score -149167.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -149167.171875 Penalty: 2127.581543
	Iteration 13F: 3 clusters Score -149167.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (47592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47592 members 
Entering Unmasked Estep 
Score: -6063091.000000 Penalty: 1602.638550
	Iteration 0F: 2 clusters Score -6063091 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23802 members 
Mstep: Class 2 contains 23790 members 
Entering Unmasked Estep 
Score: -6032609.000000 Penalty: 3205.277100
	Iteration 0F: 3 clusters Score -6032609 nChanged 21905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23553 members 
Mstep: Class 2 contains 24039 members 
Entering Unmasked Estep 
Score: -6044625.000000 Penalty: 3205.277100
	Iteration 1F: 3 clusters Score -6044625 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23708 members 
Mstep: Class 2 contains 23884 members 
Entering Unmasked Estep 
Score: -6045156.500000 Penalty: 3205.277100
	Iteration 2Q: 3 clusters Score -6045156 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23886 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -6045649.500000 Penalty: 3205.277100
	Iteration 3Q: 3 clusters Score -6045650 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 23475 members 
Entering Unmasked Estep 
Score: -6046009.500000 Penalty: 3205.277100
	Iteration 4Q: 3 clusters Score -6046010 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24434 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -6046404.000000 Penalty: 3205.277100
	Iteration 5Q: 3 clusters Score -6046404 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24902 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -6046899.000000 Penalty: 3205.277100
	Iteration 6Q: 3 clusters Score -6046899 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25575 members 
Mstep: Class 2 contains 22017 members 
Entering Unmasked Estep 
Score: -6047449.000000 Penalty: 3205.277100
	Iteration 7Q: 3 clusters Score -6047449 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26497 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
Score: -6048091.000000 Penalty: 3205.277100
	Iteration 8Q: 3 clusters Score -6048091 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27726 members 
Mstep: Class 2 contains 19866 members 
Entering Unmasked Estep 
Score: -6048818.500000 Penalty: 3205.277100
	Iteration 9Q: 3 clusters Score -6048818 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29216 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -6049683.500000 Penalty: 3205.277100
	Iteration 10Q: 3 clusters Score -6049684 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31035 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -6050837.000000 Penalty: 3205.277100
	Iteration 11Q: 3 clusters Score -6050837 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33103 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -6052119.500000 Penalty: 3205.277100
	Iteration 12F: 3 clusters Score -6052120 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35390 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -6053519.500000 Penalty: 3205.277100
	Iteration 13F: 3 clusters Score -6053520 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37758 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -6055055.000000 Penalty: 3205.277100
	Iteration 14F: 3 clusters Score -6055055 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40044 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -6056536.000000 Penalty: 3205.277100
	Iteration 15Q: 3 clusters Score -6056536 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42158 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -6058060.000000 Penalty: 3205.277100
	Iteration 16Q: 3 clusters Score -6058060 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43937 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -6059382.000000 Penalty: 3205.277100
	Iteration 17Q: 3 clusters Score -6059382 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45224 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -6060315.500000 Penalty: 3205.277100
	Iteration 18Q: 3 clusters Score -6060316 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46082 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -6060942.500000 Penalty: 3205.277100
	Iteration 19Q: 3 clusters Score -6060942 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46581 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -6061308.500000 Penalty: 3205.277100
	Iteration 20F: 3 clusters Score -6061308 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46848 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -6061502.500000 Penalty: 3205.277100
	Iteration 21Q: 3 clusters Score -6061502 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46986 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -6061637.500000 Penalty: 3205.277100
	Iteration 22Q: 3 clusters Score -6061638 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47058 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -6061692.000000 Penalty: 3205.277100
	Iteration 23Q: 3 clusters Score -6061692 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47098 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -6061725.000000 Penalty: 3205.277100
	Iteration 24Q: 3 clusters Score -6061725 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47131 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -6061766.500000 Penalty: 3205.277100
	Iteration 25Q: 3 clusters Score -6061766 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47145 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -6061786.500000 Penalty: 3205.277100
	Iteration 26Q: 3 clusters Score -6061786 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47161 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -6061807.500000 Penalty: 3205.277100
	Iteration 27Q: 3 clusters Score -6061808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47170 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -6061820.000000 Penalty: 3205.277100
	Iteration 28Q: 3 clusters Score -6061820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47174 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -6061824.500000 Penalty: 3205.277100
	Iteration 29Q: 3 clusters Score -6061824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47176 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -6061828.500000 Penalty: 3205.277100
	Iteration 30Q: 3 clusters Score -6061828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47178 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -6061832.000000 Penalty: 3205.277100
	Iteration 31Q: 3 clusters Score -6061832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47179 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -6061831.000000 Penalty: 3205.277100
	Iteration 32Q: 3 clusters Score -6061831 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47181 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -6061829.000000 Penalty: 3205.277100
	Iteration 33Q: 3 clusters Score -6061829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47184 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -6061835.000000 Penalty: 3205.277100
	Iteration 34Q: 3 clusters Score -6061835 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47184 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -6061835.000000 Penalty: 3205.277100
	Iteration 35F: 3 clusters Score -6061835 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (34462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34462 members 
Entering Unmasked Estep 
Score: -4358377.000000 Penalty: 1554.604858
	Iteration 0F: 2 clusters Score -4358377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -4336157.500000 Penalty: 3109.209717
	Iteration 0F: 3 clusters Score -4336158 nChanged 15565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -4344636.500000 Penalty: 3109.209717
	Iteration 1F: 3 clusters Score -4344636 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -4345147.000000 Penalty: 3109.209717
	Iteration 2Q: 3 clusters Score -4345147 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -4345614.500000 Penalty: 3109.209717
	Iteration 3Q: 3 clusters Score -4345614 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -4346027.500000 Penalty: 3109.209717
	Iteration 4Q: 3 clusters Score -4346028 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -4346415.500000 Penalty: 3109.209717
	Iteration 5Q: 3 clusters Score -4346416 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -4346836.000000 Penalty: 3109.209717
	Iteration 6Q: 3 clusters Score -4346836 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -4347275.500000 Penalty: 3109.209717
	Iteration 7Q: 3 clusters Score -4347276 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -4347724.000000 Penalty: 3109.209717
	Iteration 8Q: 3 clusters Score -4347724 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -4348266.500000 Penalty: 3109.209717
	Iteration 9Q: 3 clusters Score -4348266 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -4348769.500000 Penalty: 3109.209717
	Iteration 10Q: 3 clusters Score -4348770 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22337 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -4349364.000000 Penalty: 3109.209717
	Iteration 11Q: 3 clusters Score -4349364 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23532 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -4350005.000000 Penalty: 3109.209717
	Iteration 12Q: 3 clusters Score -4350005 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24812 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -4350705.500000 Penalty: 3109.209717
	Iteration 13Q: 3 clusters Score -4350706 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26135 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -4351467.500000 Penalty: 3109.209717
	Iteration 14Q: 3 clusters Score -4351468 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27477 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -4352273.000000 Penalty: 3109.209717
	Iteration 15Q: 3 clusters Score -4352273 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28799 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -4353097.000000 Penalty: 3109.209717
	Iteration 16Q: 3 clusters Score -4353097 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30049 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -4354007.000000 Penalty: 3109.209717
	Iteration 17Q: 3 clusters Score -4354007 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31132 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -4354834.000000 Penalty: 3109.209717
	Iteration 18Q: 3 clusters Score -4354834 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31999 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -4355502.000000 Penalty: 3109.209717
	Iteration 19Q: 3 clusters Score -4355502 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32629 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -4356042.500000 Penalty: 3109.209717
	Iteration 20F: 3 clusters Score -4356042 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33047 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -4356357.500000 Penalty: 3109.209717
	Iteration 21Q: 3 clusters Score -4356358 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33351 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -4356600.000000 Penalty: 3109.209717
	Iteration 22Q: 3 clusters Score -4356600 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33546 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -4356765.000000 Penalty: 3109.209717
	Iteration 23Q: 3 clusters Score -4356765 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33675 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -4356859.500000 Penalty: 3109.209717
	Iteration 24Q: 3 clusters Score -4356860 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33775 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -4356933.000000 Penalty: 3109.209717
	Iteration 25Q: 3 clusters Score -4356933 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33846 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -4356990.500000 Penalty: 3109.209717
	Iteration 26Q: 3 clusters Score -4356990 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33899 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -4357044.500000 Penalty: 3109.209717
	Iteration 27Q: 3 clusters Score -4357044 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33949 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -4357079.500000 Penalty: 3109.209717
	Iteration 28Q: 3 clusters Score -4357080 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33978 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -4357100.500000 Penalty: 3109.209717
	Iteration 29Q: 3 clusters Score -4357100 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33992 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -4357108.000000 Penalty: 3109.209717
	Iteration 30Q: 3 clusters Score -4357108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33997 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -4357118.500000 Penalty: 3109.209717
	Iteration 31Q: 3 clusters Score -4357118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34000 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -4357118.500000 Penalty: 3109.209717
	Iteration 32Q: 3 clusters Score -4357118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34002 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -4357118.500000 Penalty: 3109.209717
	Iteration 33Q: 3 clusters Score -4357118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34005 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -4357121.000000 Penalty: 3109.209717
	Iteration 34Q: 3 clusters Score -4357121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34010 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -4357126.500000 Penalty: 3109.209717
	Iteration 35Q: 3 clusters Score -4357126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34015 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -4357127.500000 Penalty: 3109.209717
	Iteration 36Q: 3 clusters Score -4357128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34017 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -4357127.000000 Penalty: 3109.209717
	Iteration 37Q: 3 clusters Score -4357127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34019 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -4357129.000000 Penalty: 3109.209717
	Iteration 38Q: 3 clusters Score -4357129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34021 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -4357130.000000 Penalty: 3109.209717
	Iteration 39Q: 3 clusters Score -4357130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34023 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -4357140.000000 Penalty: 3109.209717
	Iteration 40F: 3 clusters Score -4357140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34028 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -4357143.500000 Penalty: 3109.209717
	Iteration 41Q: 3 clusters Score -4357144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34029 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -4357144.000000 Penalty: 3109.209717
	Iteration 42Q: 3 clusters Score -4357144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34029 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -4357144.000000 Penalty: 3109.209717
	Iteration 43F: 3 clusters Score -4357144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Entering Unmasked Estep 
Score: -379777.562500 Penalty: 1203.623779
	Iteration 0F: 2 clusters Score -379777.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -377141.593750 Penalty: 2407.247559
	Iteration 0F: 3 clusters Score -377141.6 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -377897.906250 Penalty: 2407.247559
	Iteration 1F: 3 clusters Score -377897.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -378074.125000 Penalty: 2407.247559
	Iteration 2F: 3 clusters Score -378074.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -378202.125000 Penalty: 2407.247559
	Iteration 3F: 3 clusters Score -378202.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -378294.375000 Penalty: 2407.247559
	Iteration 4Q: 3 clusters Score -378294.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -378368.812500 Penalty: 2407.247559
	Iteration 5Q: 3 clusters Score -378368.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -378431.281250 Penalty: 2407.247559
	Iteration 6Q: 3 clusters Score -378431.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -378493.093750 Penalty: 2407.247559
	Iteration 7Q: 3 clusters Score -378493.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -378534.062500 Penalty: 2407.247559
	Iteration 8Q: 3 clusters Score -378534.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -378570.062500 Penalty: 2407.247559
	Iteration 9Q: 3 clusters Score -378570.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -378617.500000 Penalty: 2407.247559
	Iteration 10Q: 3 clusters Score -378617.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -378672.843750 Penalty: 2407.247559
	Iteration 11Q: 3 clusters Score -378672.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -378714.375000 Penalty: 2407.247559
	Iteration 12Q: 3 clusters Score -378714.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -378754.781250 Penalty: 2407.247559
	Iteration 13Q: 3 clusters Score -378754.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -378800.156250 Penalty: 2407.247559
	Iteration 14Q: 3 clusters Score -378800.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -378839.031250 Penalty: 2407.247559
	Iteration 15Q: 3 clusters Score -378839 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -378873.531250 Penalty: 2407.247559
	Iteration 16Q: 3 clusters Score -378873.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -378898.062500 Penalty: 2407.247559
	Iteration 17Q: 3 clusters Score -378898.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -378937.718750 Penalty: 2407.247559
	Iteration 18Q: 3 clusters Score -378937.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -378985.500000 Penalty: 2407.247559
	Iteration 19Q: 3 clusters Score -378985.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -379031.093750 Penalty: 2407.247559
	Iteration 20F: 3 clusters Score -379031.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -379071.156250 Penalty: 2407.247559
	Iteration 21Q: 3 clusters Score -379071.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -379103.625000 Penalty: 2407.247559
	Iteration 22Q: 3 clusters Score -379103.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -379125.937500 Penalty: 2407.247559
	Iteration 23Q: 3 clusters Score -379125.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -379142.625000 Penalty: 2407.247559
	Iteration 24Q: 3 clusters Score -379142.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -379157.781250 Penalty: 2407.247559
	Iteration 25Q: 3 clusters Score -379157.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -379173.875000 Penalty: 2407.247559
	Iteration 26Q: 3 clusters Score -379173.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -379191.437500 Penalty: 2407.247559
	Iteration 27Q: 3 clusters Score -379191.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -379207.625000 Penalty: 2407.247559
	Iteration 28Q: 3 clusters Score -379207.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -379222.937500 Penalty: 2407.247559
	Iteration 29Q: 3 clusters Score -379222.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -379239.937500 Penalty: 2407.247559
	Iteration 30Q: 3 clusters Score -379239.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -379251.656250 Penalty: 2407.247559
	Iteration 31Q: 3 clusters Score -379251.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -379263.250000 Penalty: 2407.247559
	Iteration 32Q: 3 clusters Score -379263.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -379278.312500 Penalty: 2407.247559
	Iteration 33Q: 3 clusters Score -379278.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -379292.687500 Penalty: 2407.247559
	Iteration 34Q: 3 clusters Score -379292.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -379305.812500 Penalty: 2407.247559
	Iteration 35Q: 3 clusters Score -379305.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -379312.718750 Penalty: 2407.247559
	Iteration 36Q: 3 clusters Score -379312.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -379318.718750 Penalty: 2407.247559
	Iteration 37Q: 3 clusters Score -379318.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -379321.687500 Penalty: 2407.247559
	Iteration 38Q: 3 clusters Score -379321.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -379325.437500 Penalty: 2407.247559
	Iteration 39Q: 3 clusters Score -379325.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -379330.687500 Penalty: 2407.247559
	Iteration 40F: 3 clusters Score -379330.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -379338.000000 Penalty: 2407.247559
	Iteration 41Q: 3 clusters Score -379338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -379344.656250 Penalty: 2407.247559
	Iteration 42Q: 3 clusters Score -379344.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -379356.375000 Penalty: 2407.247559
	Iteration 43Q: 3 clusters Score -379356.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -379365.343750 Penalty: 2407.247559
	Iteration 44Q: 3 clusters Score -379365.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -379370.812500 Penalty: 2407.247559
	Iteration 45Q: 3 clusters Score -379370.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -379377.250000 Penalty: 2407.247559
	Iteration 46Q: 3 clusters Score -379377.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -379380.656250 Penalty: 2407.247559
	Iteration 47Q: 3 clusters Score -379380.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -379382.312500 Penalty: 2407.247559
	Iteration 48Q: 3 clusters Score -379382.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -379383.843750 Penalty: 2407.247559
	Iteration 49Q: 3 clusters Score -379383.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -379387.343750 Penalty: 2407.247559
	Iteration 50Q: 3 clusters Score -379387.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -379390.531250 Penalty: 2407.247559
	Iteration 51Q: 3 clusters Score -379390.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -379393.187500 Penalty: 2407.247559
	Iteration 52Q: 3 clusters Score -379393.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -379394.843750 Penalty: 2407.247559
	Iteration 53Q: 3 clusters Score -379394.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -379395.875000 Penalty: 2407.247559
	Iteration 54Q: 3 clusters Score -379395.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -379395.875000 Penalty: 2407.247559
	Iteration 55F: 3 clusters Score -379395.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Entering Unmasked Estep 
Score: -684662.937500 Penalty: 1286.672485
	Iteration 0F: 2 clusters Score -684662.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -680535.062500 Penalty: 2573.344971
	Iteration 0F: 3 clusters Score -680535.1 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -681769.437500 Penalty: 2573.344971
	Iteration 1F: 3 clusters Score -681769.4 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -681988.375000 Penalty: 2573.344971
	Iteration 2F: 3 clusters Score -681988.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -682137.125000 Penalty: 2573.344971
	Iteration 3Q: 3 clusters Score -682137.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -682235.625000 Penalty: 2573.344971
	Iteration 4Q: 3 clusters Score -682235.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -682301.375000 Penalty: 2573.344971
	Iteration 5Q: 3 clusters Score -682301.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -682356.562500 Penalty: 2573.344971
	Iteration 6Q: 3 clusters Score -682356.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -682405.875000 Penalty: 2573.344971
	Iteration 7Q: 3 clusters Score -682405.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -682451.187500 Penalty: 2573.344971
	Iteration 8Q: 3 clusters Score -682451.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -682491.750000 Penalty: 2573.344971
	Iteration 9Q: 3 clusters Score -682491.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -682531.375000 Penalty: 2573.344971
	Iteration 10Q: 3 clusters Score -682531.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -682572.187500 Penalty: 2573.344971
	Iteration 11Q: 3 clusters Score -682572.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -682609.312500 Penalty: 2573.344971
	Iteration 12Q: 3 clusters Score -682609.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -682638.500000 Penalty: 2573.344971
	Iteration 13Q: 3 clusters Score -682638.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -682663.437500 Penalty: 2573.344971
	Iteration 14Q: 3 clusters Score -682663.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -682689.000000 Penalty: 2573.344971
	Iteration 15Q: 3 clusters Score -682689 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -682717.812500 Penalty: 2573.344971
	Iteration 16Q: 3 clusters Score -682717.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -682746.000000 Penalty: 2573.344971
	Iteration 17Q: 3 clusters Score -682746 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -682771.375000 Penalty: 2573.344971
	Iteration 18Q: 3 clusters Score -682771.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -682800.000000 Penalty: 2573.344971
	Iteration 19Q: 3 clusters Score -682800 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -682837.937500 Penalty: 2573.344971
	Iteration 20F: 3 clusters Score -682837.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -682882.312500 Penalty: 2573.344971
	Iteration 21Q: 3 clusters Score -682882.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -682918.500000 Penalty: 2573.344971
	Iteration 22Q: 3 clusters Score -682918.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -682951.125000 Penalty: 2573.344971
	Iteration 23Q: 3 clusters Score -682951.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -682993.500000 Penalty: 2573.344971
	Iteration 24Q: 3 clusters Score -682993.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -683039.375000 Penalty: 2573.344971
	Iteration 25Q: 3 clusters Score -683039.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -683091.625000 Penalty: 2573.344971
	Iteration 26Q: 3 clusters Score -683091.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -683163.937500 Penalty: 2573.344971
	Iteration 27Q: 3 clusters Score -683163.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -683251.625000 Penalty: 2573.344971
	Iteration 28Q: 3 clusters Score -683251.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -683350.062500 Penalty: 2573.344971
	Iteration 29Q: 3 clusters Score -683350.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -683453.062500 Penalty: 2573.344971
	Iteration 30Q: 3 clusters Score -683453.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -683547.875000 Penalty: 2573.344971
	Iteration 31Q: 3 clusters Score -683547.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -683646.875000 Penalty: 2573.344971
	Iteration 32Q: 3 clusters Score -683646.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -683740.687500 Penalty: 2573.344971
	Iteration 33Q: 3 clusters Score -683740.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -683826.687500 Penalty: 2573.344971
	Iteration 34Q: 3 clusters Score -683826.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -683908.875000 Penalty: 2573.344971
	Iteration 35Q: 3 clusters Score -683908.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -683977.625000 Penalty: 2573.344971
	Iteration 36Q: 3 clusters Score -683977.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -684043.000000 Penalty: 2573.344971
	Iteration 37Q: 3 clusters Score -684043 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -684091.687500 Penalty: 2573.344971
	Iteration 38Q: 3 clusters Score -684091.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -684126.187500 Penalty: 2573.344971
	Iteration 39Q: 3 clusters Score -684126.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -684152.125000 Penalty: 2573.344971
	Iteration 40F: 3 clusters Score -684152.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -684175.062500 Penalty: 2573.344971
	Iteration 41Q: 3 clusters Score -684175.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -684195.250000 Penalty: 2573.344971
	Iteration 42Q: 3 clusters Score -684195.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -684207.875000 Penalty: 2573.344971
	Iteration 43Q: 3 clusters Score -684207.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -684215.062500 Penalty: 2573.344971
	Iteration 44Q: 3 clusters Score -684215.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -684221.062500 Penalty: 2573.344971
	Iteration 45Q: 3 clusters Score -684221.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -684227.500000 Penalty: 2573.344971
	Iteration 46Q: 3 clusters Score -684227.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -684229.125000 Penalty: 2573.344971
	Iteration 47Q: 3 clusters Score -684229.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -684230.875000 Penalty: 2573.344971
	Iteration 48Q: 3 clusters Score -684230.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -684229.750000 Penalty: 2573.344971
	Iteration 49Q: 3 clusters Score -684229.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -684232.812500 Penalty: 2573.344971
	Iteration 50Q: 3 clusters Score -684232.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -684233.125000 Penalty: 2573.344971
	Iteration 51Q: 3 clusters Score -684233.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -684233.250000 Penalty: 2573.344971
	Iteration 52Q: 3 clusters Score -684233.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -684233.125000 Penalty: 2573.344971
	Iteration 53Q: 3 clusters Score -684233.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -684233.125000 Penalty: 2573.344971
	Iteration 54F: 3 clusters Score -684233.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Entering Unmasked Estep 
Score: -2242519.250000 Penalty: 1456.081177
	Iteration 0F: 2 clusters Score -2242519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -2230902.000000 Penalty: 2912.162354
	Iteration 0F: 3 clusters Score -2230902 nChanged 7657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -2235025.250000 Penalty: 2912.162354
	Iteration 1F: 3 clusters Score -2235025 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -2235331.000000 Penalty: 2912.162354
	Iteration 2Q: 3 clusters Score -2235331 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -2235561.750000 Penalty: 2912.162354
	Iteration 3Q: 3 clusters Score -2235562 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -2235719.500000 Penalty: 2912.162354
	Iteration 4Q: 3 clusters Score -2235720 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -2235846.500000 Penalty: 2912.162354
	Iteration 5Q: 3 clusters Score -2235846 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -2235939.500000 Penalty: 2912.162354
	Iteration 6Q: 3 clusters Score -2235940 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -2236014.750000 Penalty: 2912.162354
	Iteration 7Q: 3 clusters Score -2236015 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -2236078.500000 Penalty: 2912.162354
	Iteration 8Q: 3 clusters Score -2236078 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -2236127.750000 Penalty: 2912.162354
	Iteration 9Q: 3 clusters Score -2236128 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -2236172.250000 Penalty: 2912.162354
	Iteration 10Q: 3 clusters Score -2236172 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -2236208.250000 Penalty: 2912.162354
	Iteration 11Q: 3 clusters Score -2236208 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -2236253.000000 Penalty: 2912.162354
	Iteration 12Q: 3 clusters Score -2236253 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -2236298.750000 Penalty: 2912.162354
	Iteration 13Q: 3 clusters Score -2236299 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -2236353.000000 Penalty: 2912.162354
	Iteration 14Q: 3 clusters Score -2236353 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -2236404.000000 Penalty: 2912.162354
	Iteration 15Q: 3 clusters Score -2236404 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -2236467.750000 Penalty: 2912.162354
	Iteration 16Q: 3 clusters Score -2236468 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -2236539.500000 Penalty: 2912.162354
	Iteration 17Q: 3 clusters Score -2236540 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -2236634.000000 Penalty: 2912.162354
	Iteration 18Q: 3 clusters Score -2236634 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -2236774.750000 Penalty: 2912.162354
	Iteration 19Q: 3 clusters Score -2236775 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -2236958.750000 Penalty: 2912.162354
	Iteration 20F: 3 clusters Score -2236959 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -2237274.500000 Penalty: 2912.162354
	Iteration 21Q: 3 clusters Score -2237274 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -2237686.000000 Penalty: 2912.162354
	Iteration 22Q: 3 clusters Score -2237686 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -2238221.750000 Penalty: 2912.162354
	Iteration 23Q: 3 clusters Score -2238222 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -2238957.500000 Penalty: 2912.162354
	Iteration 24F: 3 clusters Score -2238958 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -2239706.000000 Penalty: 2912.162354
	Iteration 25Q: 3 clusters Score -2239706 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -2240339.000000 Penalty: 2912.162354
	Iteration 26Q: 3 clusters Score -2240339 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -2240725.750000 Penalty: 2912.162354
	Iteration 27Q: 3 clusters Score -2240726 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -2240946.000000 Penalty: 2912.162354
	Iteration 28Q: 3 clusters Score -2240946 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -2241092.250000 Penalty: 2912.162354
	Iteration 29Q: 3 clusters Score -2241092 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -2241163.000000 Penalty: 2912.162354
	Iteration 30Q: 3 clusters Score -2241163 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -2241222.500000 Penalty: 2912.162354
	Iteration 31Q: 3 clusters Score -2241222 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -2241279.250000 Penalty: 2912.162354
	Iteration 32Q: 3 clusters Score -2241279 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -2241307.500000 Penalty: 2912.162354
	Iteration 33Q: 3 clusters Score -2241308 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -2241322.500000 Penalty: 2912.162354
	Iteration 34Q: 3 clusters Score -2241322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -2241329.250000 Penalty: 2912.162354
	Iteration 35Q: 3 clusters Score -2241329 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -2241339.750000 Penalty: 2912.162354
	Iteration 36Q: 3 clusters Score -2241340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -2241342.500000 Penalty: 2912.162354
	Iteration 37Q: 3 clusters Score -2241342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -2241347.250000 Penalty: 2912.162354
	Iteration 38Q: 3 clusters Score -2241347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -2241348.250000 Penalty: 2912.162354
	Iteration 39Q: 3 clusters Score -2241348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -2241348.250000 Penalty: 2912.162354
	Iteration 40F: 3 clusters Score -2241348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Entering Unmasked Estep 
Score: -1244828.625000 Penalty: 1375.947876
	Iteration 0F: 2 clusters Score -1244829 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1237742.625000 Penalty: 2751.895752
	Iteration 0F: 3 clusters Score -1237743 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1240116.375000 Penalty: 2751.895752
	Iteration 1F: 3 clusters Score -1240116 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1240438.125000 Penalty: 2751.895752
	Iteration 2F: 3 clusters Score -1240438 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1240684.250000 Penalty: 2751.895752
	Iteration 3F: 3 clusters Score -1240684 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1240879.875000 Penalty: 2751.895752
	Iteration 4Q: 3 clusters Score -1240880 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1241072.250000 Penalty: 2751.895752
	Iteration 5Q: 3 clusters Score -1241072 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1241296.125000 Penalty: 2751.895752
	Iteration 6Q: 3 clusters Score -1241296 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1241569.000000 Penalty: 2751.895752
	Iteration 7Q: 3 clusters Score -1241569 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1241912.750000 Penalty: 2751.895752
	Iteration 8Q: 3 clusters Score -1241913 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1242287.000000 Penalty: 2751.895752
	Iteration 9Q: 3 clusters Score -1242287 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1242755.125000 Penalty: 2751.895752
	Iteration 10Q: 3 clusters Score -1242755 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1243258.125000 Penalty: 2751.895752
	Iteration 11F: 3 clusters Score -1243258 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1243642.875000 Penalty: 2751.895752
	Iteration 12Q: 3 clusters Score -1243643 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1243909.500000 Penalty: 2751.895752
	Iteration 13Q: 3 clusters Score -1243910 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1244101.250000 Penalty: 2751.895752
	Iteration 14Q: 3 clusters Score -1244101 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1244259.750000 Penalty: 2751.895752
	Iteration 15Q: 3 clusters Score -1244260 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1244369.000000 Penalty: 2751.895752
	Iteration 16Q: 3 clusters Score -1244369 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1244441.125000 Penalty: 2751.895752
	Iteration 17Q: 3 clusters Score -1244441 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1244480.000000 Penalty: 2751.895752
	Iteration 18Q: 3 clusters Score -1244480 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1244507.250000 Penalty: 2751.895752
	Iteration 19Q: 3 clusters Score -1244507 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1244535.250000 Penalty: 2751.895752
	Iteration 20F: 3 clusters Score -1244535 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1244551.000000 Penalty: 2751.895752
	Iteration 21Q: 3 clusters Score -1244551 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1244560.875000 Penalty: 2751.895752
	Iteration 22Q: 3 clusters Score -1244561 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1244569.375000 Penalty: 2751.895752
	Iteration 23Q: 3 clusters Score -1244569 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1244577.750000 Penalty: 2751.895752
	Iteration 24Q: 3 clusters Score -1244578 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1244586.500000 Penalty: 2751.895752
	Iteration 25Q: 3 clusters Score -1244586 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1244592.750000 Penalty: 2751.895752
	Iteration 26Q: 3 clusters Score -1244593 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1244603.500000 Penalty: 2751.895752
	Iteration 27Q: 3 clusters Score -1244604 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1244611.375000 Penalty: 2751.895752
	Iteration 28Q: 3 clusters Score -1244611 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1244614.875000 Penalty: 2751.895752
	Iteration 29Q: 3 clusters Score -1244615 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1244621.250000 Penalty: 2751.895752
	Iteration 30Q: 3 clusters Score -1244621 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1244624.125000 Penalty: 2751.895752
	Iteration 31Q: 3 clusters Score -1244624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1244627.875000 Penalty: 2751.895752
	Iteration 32Q: 3 clusters Score -1244628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1244633.500000 Penalty: 2751.895752
	Iteration 33Q: 3 clusters Score -1244634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1244636.000000 Penalty: 2751.895752
	Iteration 34Q: 3 clusters Score -1244636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1244634.250000 Penalty: 2751.895752
	Iteration 35Q: 3 clusters Score -1244634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1244636.000000 Penalty: 2751.895752
	Iteration 36Q: 3 clusters Score -1244636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1244639.000000 Penalty: 2751.895752
	Iteration 37Q: 3 clusters Score -1244639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1244639.125000 Penalty: 2751.895752
	Iteration 38Q: 3 clusters Score -1244639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1244638.125000 Penalty: 2751.895752
	Iteration 39Q: 3 clusters Score -1244638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1244637.875000 Penalty: 2751.895752
	Iteration 40F: 3 clusters Score -1244638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1244638.750000 Penalty: 2751.895752
	Iteration 41Q: 3 clusters Score -1244639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1244638.750000 Penalty: 2751.895752
	Iteration 42Q: 3 clusters Score -1244639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1244638.500000 Penalty: 2751.895752
	Iteration 43Q: 3 clusters Score -1244638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1244638.500000 Penalty: 2751.895752
	Iteration 44F: 3 clusters Score -1244638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (30605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30605 members 
Entering Unmasked Estep 
Score: -3583142.750000 Penalty: 1536.943115
	Iteration 0F: 2 clusters Score -3583143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -3563234.000000 Penalty: 3073.886230
	Iteration 0F: 3 clusters Score -3563234 nChanged 13704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -3570899.750000 Penalty: 3073.886230
	Iteration 1F: 3 clusters Score -3570900 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -3571437.250000 Penalty: 3073.886230
	Iteration 2Q: 3 clusters Score -3571437 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -3571940.000000 Penalty: 3073.886230
	Iteration 3Q: 3 clusters Score -3571940 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -3572395.500000 Penalty: 3073.886230
	Iteration 4Q: 3 clusters Score -3572396 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -3572819.750000 Penalty: 3073.886230
	Iteration 5Q: 3 clusters Score -3572820 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -3573294.000000 Penalty: 3073.886230
	Iteration 6Q: 3 clusters Score -3573294 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -3573844.750000 Penalty: 3073.886230
	Iteration 7Q: 3 clusters Score -3573845 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19995 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -3574489.250000 Penalty: 3073.886230
	Iteration 8Q: 3 clusters Score -3574489 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -3575290.750000 Penalty: 3073.886230
	Iteration 9Q: 3 clusters Score -3575291 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22679 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -3576294.250000 Penalty: 3073.886230
	Iteration 10F: 3 clusters Score -3576294 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24298 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -3577523.000000 Penalty: 3073.886230
	Iteration 11F: 3 clusters Score -3577523 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -3578815.500000 Penalty: 3073.886230
	Iteration 12F: 3 clusters Score -3578816 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27210 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -3579996.500000 Penalty: 3073.886230
	Iteration 13Q: 3 clusters Score -3579996 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28158 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -3580870.250000 Penalty: 3073.886230
	Iteration 14Q: 3 clusters Score -3580870 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28710 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -3581372.000000 Penalty: 3073.886230
	Iteration 15Q: 3 clusters Score -3581372 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29068 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -3581697.000000 Penalty: 3073.886230
	Iteration 16Q: 3 clusters Score -3581697 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29294 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -3581879.250000 Penalty: 3073.886230
	Iteration 17Q: 3 clusters Score -3581879 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29447 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -3582030.250000 Penalty: 3073.886230
	Iteration 18Q: 3 clusters Score -3582030 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29557 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -3582135.250000 Penalty: 3073.886230
	Iteration 19Q: 3 clusters Score -3582135 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29630 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -3582202.250000 Penalty: 3073.886230
	Iteration 20F: 3 clusters Score -3582202 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29680 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -3582238.750000 Penalty: 3073.886230
	Iteration 21Q: 3 clusters Score -3582239 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29732 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -3582278.750000 Penalty: 3073.886230
	Iteration 22Q: 3 clusters Score -3582279 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29764 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -3582303.500000 Penalty: 3073.886230
	Iteration 23Q: 3 clusters Score -3582304 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29784 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -3582318.500000 Penalty: 3073.886230
	Iteration 24Q: 3 clusters Score -3582318 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29799 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -3582322.000000 Penalty: 3073.886230
	Iteration 25Q: 3 clusters Score -3582322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29803 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -3582325.750000 Penalty: 3073.886230
	Iteration 26Q: 3 clusters Score -3582326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29808 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -3582328.000000 Penalty: 3073.886230
	Iteration 27Q: 3 clusters Score -3582328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29811 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -3582327.000000 Penalty: 3073.886230
	Iteration 28Q: 3 clusters Score -3582327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29812 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -3582330.500000 Penalty: 3073.886230
	Iteration 29Q: 3 clusters Score -3582330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29813 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -3582331.250000 Penalty: 3073.886230
	Iteration 30Q: 3 clusters Score -3582331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29814 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -3582329.000000 Penalty: 3073.886230
	Iteration 31Q: 3 clusters Score -3582329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29815 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -3582330.500000 Penalty: 3073.886230
	Iteration 32Q: 3 clusters Score -3582330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29819 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -3582333.250000 Penalty: 3073.886230
	Iteration 33Q: 3 clusters Score -3582333 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29826 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -3582340.250000 Penalty: 3073.886230
	Iteration 34Q: 3 clusters Score -3582340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29830 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -3582344.000000 Penalty: 3073.886230
	Iteration 35Q: 3 clusters Score -3582344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29836 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -3582346.750000 Penalty: 3073.886230
	Iteration 36Q: 3 clusters Score -3582347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29837 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -3582350.750000 Penalty: 3073.886230
	Iteration 37Q: 3 clusters Score -3582351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29838 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -3582348.000000 Penalty: 3073.886230
	Iteration 38Q: 3 clusters Score -3582348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29841 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -3582353.500000 Penalty: 3073.886230
	Iteration 39Q: 3 clusters Score -3582354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29841 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -3582350.250000 Penalty: 3073.886230
	Iteration 40F: 3 clusters Score -3582350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29843 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -3582352.500000 Penalty: 3073.886230
	Iteration 41Q: 3 clusters Score -3582352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29844 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -3582349.750000 Penalty: 3073.886230
	Iteration 42Q: 3 clusters Score -3582350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29847 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -3582354.250000 Penalty: 3073.886230
	Iteration 43Q: 3 clusters Score -3582354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29852 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -3582361.250000 Penalty: 3073.886230
	Iteration 44Q: 3 clusters Score -3582361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29855 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -3582364.750000 Penalty: 3073.886230
	Iteration 45Q: 3 clusters Score -3582365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29858 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -3582364.250000 Penalty: 3073.886230
	Iteration 46Q: 3 clusters Score -3582364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29857 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -3582362.000000 Penalty: 3073.886230
	Iteration 47Q: 3 clusters Score -3582362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29858 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -3582365.750000 Penalty: 3073.886230
	Iteration 48Q: 3 clusters Score -3582366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29860 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -3582364.750000 Penalty: 3073.886230
	Iteration 49Q: 3 clusters Score -3582365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29861 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -3582369.000000 Penalty: 3073.886230
	Iteration 50Q: 3 clusters Score -3582369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29862 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -3582366.750000 Penalty: 3073.886230
	Iteration 51Q: 3 clusters Score -3582367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29861 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -3582367.500000 Penalty: 3073.886230
	Iteration 52Q: 3 clusters Score -3582368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29861 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -3582369.250000 Penalty: 3073.886230
	Iteration 53Q: 3 clusters Score -3582369 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29861 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -3582369.250000 Penalty: 3073.886230
	Iteration 54F: 3 clusters Score -3582369 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (16222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Entering Unmasked Estep 
Score: -2051085.125000 Penalty: 1442.485596
	Iteration 0F: 2 clusters Score -2051085 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -2040402.750000 Penalty: 2884.971191
	Iteration 0F: 3 clusters Score -2040403 nChanged 7022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -2044118.250000 Penalty: 2884.971191
	Iteration 1F: 3 clusters Score -2044118 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -2044409.500000 Penalty: 2884.971191
	Iteration 2F: 3 clusters Score -2044410 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -2044641.625000 Penalty: 2884.971191
	Iteration 3Q: 3 clusters Score -2044642 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -2044845.375000 Penalty: 2884.971191
	Iteration 4Q: 3 clusters Score -2044845 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -2045008.625000 Penalty: 2884.971191
	Iteration 5Q: 3 clusters Score -2045009 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -2045192.375000 Penalty: 2884.971191
	Iteration 6Q: 3 clusters Score -2045192 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -2045371.875000 Penalty: 2884.971191
	Iteration 7Q: 3 clusters Score -2045372 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -2045579.500000 Penalty: 2884.971191
	Iteration 8Q: 3 clusters Score -2045580 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -2045843.000000 Penalty: 2884.971191
	Iteration 9Q: 3 clusters Score -2045843 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -2046174.500000 Penalty: 2884.971191
	Iteration 10Q: 3 clusters Score -2046174 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -2046606.250000 Penalty: 2884.971191
	Iteration 11Q: 3 clusters Score -2046606 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -2047138.250000 Penalty: 2884.971191
	Iteration 12Q: 3 clusters Score -2047138 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -2047700.250000 Penalty: 2884.971191
	Iteration 13Q: 3 clusters Score -2047700 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -2048283.875000 Penalty: 2884.971191
	Iteration 14Q: 3 clusters Score -2048284 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2048807.625000 Penalty: 2884.971191
	Iteration 15Q: 3 clusters Score -2048808 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2049201.500000 Penalty: 2884.971191
	Iteration 16Q: 3 clusters Score -2049202 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2049493.625000 Penalty: 2884.971191
	Iteration 17Q: 3 clusters Score -2049494 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2049652.750000 Penalty: 2884.971191
	Iteration 18Q: 3 clusters Score -2049653 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2049737.375000 Penalty: 2884.971191
	Iteration 19Q: 3 clusters Score -2049737 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2049794.875000 Penalty: 2884.971191
	Iteration 20F: 3 clusters Score -2049795 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2049840.250000 Penalty: 2884.971191
	Iteration 21Q: 3 clusters Score -2049840 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2049864.375000 Penalty: 2884.971191
	Iteration 22Q: 3 clusters Score -2049864 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2049892.375000 Penalty: 2884.971191
	Iteration 23Q: 3 clusters Score -2049892 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2049917.750000 Penalty: 2884.971191
	Iteration 24Q: 3 clusters Score -2049918 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2049933.125000 Penalty: 2884.971191
	Iteration 25Q: 3 clusters Score -2049933 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2049948.000000 Penalty: 2884.971191
	Iteration 26Q: 3 clusters Score -2049948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2049949.500000 Penalty: 2884.971191
	Iteration 27Q: 3 clusters Score -2049950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -2049954.750000 Penalty: 2884.971191
	Iteration 28Q: 3 clusters Score -2049955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2049960.250000 Penalty: 2884.971191
	Iteration 29Q: 3 clusters Score -2049960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2049961.125000 Penalty: 2884.971191
	Iteration 30Q: 3 clusters Score -2049961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2049959.125000 Penalty: 2884.971191
	Iteration 31Q: 3 clusters Score -2049959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2049960.875000 Penalty: 2884.971191
	Iteration 32Q: 3 clusters Score -2049961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2049962.375000 Penalty: 2884.971191
	Iteration 33Q: 3 clusters Score -2049962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2049963.750000 Penalty: 2884.971191
	Iteration 34Q: 3 clusters Score -2049964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2049963.125000 Penalty: 2884.971191
	Iteration 35Q: 3 clusters Score -2049963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2049963.125000 Penalty: 2884.971191
	Iteration 36F: 3 clusters Score -2049963 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Entering Unmasked Estep 
Score: -198396.703125 Penalty: 1118.283325
	Iteration 0F: 2 clusters Score -198396.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -196640.609375 Penalty: 2236.566650
	Iteration 0F: 3 clusters Score -196640.6 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -197089.140625 Penalty: 2236.566650
	Iteration 1F: 3 clusters Score -197089.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -197238.781250 Penalty: 2236.566650
	Iteration 2F: 3 clusters Score -197238.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -197320.046875 Penalty: 2236.566650
	Iteration 3Q: 3 clusters Score -197320 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -197376.375000 Penalty: 2236.566650
	Iteration 4Q: 3 clusters Score -197376.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -197406.781250 Penalty: 2236.566650
	Iteration 5Q: 3 clusters Score -197406.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -197433.203125 Penalty: 2236.566650
	Iteration 6Q: 3 clusters Score -197433.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -197445.703125 Penalty: 2236.566650
	Iteration 7Q: 3 clusters Score -197445.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -197460.812500 Penalty: 2236.566650
	Iteration 8Q: 3 clusters Score -197460.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -197478.812500 Penalty: 2236.566650
	Iteration 9Q: 3 clusters Score -197478.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -197488.640625 Penalty: 2236.566650
	Iteration 10Q: 3 clusters Score -197488.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -197489.875000 Penalty: 2236.566650
	Iteration 11Q: 3 clusters Score -197489.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -197489.875000 Penalty: 2236.566650
	Iteration 12F: 3 clusters Score -197489.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Entering Unmasked Estep 
Score: -153102.359375 Penalty: 1074.064697
	Iteration 0F: 2 clusters Score -153102.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -151599.656250 Penalty: 2148.129395
	Iteration 0F: 3 clusters Score -151599.7 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -151973.500000 Penalty: 2148.129395
	Iteration 1F: 3 clusters Score -151973.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -152072.125000 Penalty: 2148.129395
	Iteration 2F: 3 clusters Score -152072.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -152127.984375 Penalty: 2148.129395
	Iteration 3Q: 3 clusters Score -152128 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -152150.640625 Penalty: 2148.129395
	Iteration 4Q: 3 clusters Score -152150.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -152169.203125 Penalty: 2148.129395
	Iteration 5Q: 3 clusters Score -152169.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -152179.671875 Penalty: 2148.129395
	Iteration 6Q: 3 clusters Score -152179.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -152187.968750 Penalty: 2148.129395
	Iteration 7Q: 3 clusters Score -152188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -152193.437500 Penalty: 2148.129395
	Iteration 8Q: 3 clusters Score -152193.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -152197.687500 Penalty: 2148.129395
	Iteration 9Q: 3 clusters Score -152197.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -152199.421875 Penalty: 2148.129395
	Iteration 10Q: 3 clusters Score -152199.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -152202.484375 Penalty: 2148.129395
	Iteration 11Q: 3 clusters Score -152202.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -152205.671875 Penalty: 2148.129395
	Iteration 12Q: 3 clusters Score -152205.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -152207.062500 Penalty: 2148.129395
	Iteration 13Q: 3 clusters Score -152207.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -152207.468750 Penalty: 2148.129395
	Iteration 14Q: 3 clusters Score -152207.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -152208.171875 Penalty: 2148.129395
	Iteration 15Q: 3 clusters Score -152208.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -152209.140625 Penalty: 2148.129395
	Iteration 16Q: 3 clusters Score -152209.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -152210.156250 Penalty: 2148.129395
	Iteration 17Q: 3 clusters Score -152210.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -152211.593750 Penalty: 2148.129395
	Iteration 18Q: 3 clusters Score -152211.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -152211.593750 Penalty: 2148.129395
	Iteration 19F: 3 clusters Score -152211.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Entering Unmasked Estep 
Score: -1110986.000000 Penalty: 1351.036743
	Iteration 0F: 2 clusters Score -1110986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1104934.875000 Penalty: 2702.073486
	Iteration 0F: 3 clusters Score -1104935 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1106888.500000 Penalty: 2702.073486
	Iteration 1F: 3 clusters Score -1106888 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1107144.500000 Penalty: 2702.073486
	Iteration 2F: 3 clusters Score -1107144 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1107307.375000 Penalty: 2702.073486
	Iteration 3Q: 3 clusters Score -1107307 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1107428.000000 Penalty: 2702.073486
	Iteration 4Q: 3 clusters Score -1107428 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1107515.500000 Penalty: 2702.073486
	Iteration 5Q: 3 clusters Score -1107516 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1107605.125000 Penalty: 2702.073486
	Iteration 6Q: 3 clusters Score -1107605 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1107678.125000 Penalty: 2702.073486
	Iteration 7Q: 3 clusters Score -1107678 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1107733.125000 Penalty: 2702.073486
	Iteration 8Q: 3 clusters Score -1107733 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1107770.375000 Penalty: 2702.073486
	Iteration 9Q: 3 clusters Score -1107770 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1107810.125000 Penalty: 2702.073486
	Iteration 10Q: 3 clusters Score -1107810 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1107858.625000 Penalty: 2702.073486
	Iteration 11Q: 3 clusters Score -1107859 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1107897.875000 Penalty: 2702.073486
	Iteration 12Q: 3 clusters Score -1107898 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1107941.625000 Penalty: 2702.073486
	Iteration 13Q: 3 clusters Score -1107942 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1107990.375000 Penalty: 2702.073486
	Iteration 14Q: 3 clusters Score -1107990 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1108043.000000 Penalty: 2702.073486
	Iteration 15Q: 3 clusters Score -1108043 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1108107.500000 Penalty: 2702.073486
	Iteration 16Q: 3 clusters Score -1108108 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1108171.125000 Penalty: 2702.073486
	Iteration 17Q: 3 clusters Score -1108171 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1108251.875000 Penalty: 2702.073486
	Iteration 18Q: 3 clusters Score -1108252 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1108343.750000 Penalty: 2702.073486
	Iteration 19Q: 3 clusters Score -1108344 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1108439.875000 Penalty: 2702.073486
	Iteration 20F: 3 clusters Score -1108440 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1108542.500000 Penalty: 2702.073486
	Iteration 21Q: 3 clusters Score -1108542 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1108656.250000 Penalty: 2702.073486
	Iteration 22Q: 3 clusters Score -1108656 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1108788.000000 Penalty: 2702.073486
	Iteration 23Q: 3 clusters Score -1108788 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1108913.875000 Penalty: 2702.073486
	Iteration 24Q: 3 clusters Score -1108914 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1109038.500000 Penalty: 2702.073486
	Iteration 25Q: 3 clusters Score -1109038 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1109160.625000 Penalty: 2702.073486
	Iteration 26Q: 3 clusters Score -1109161 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1109280.375000 Penalty: 2702.073486
	Iteration 27Q: 3 clusters Score -1109280 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1109380.125000 Penalty: 2702.073486
	Iteration 28Q: 3 clusters Score -1109380 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1109472.750000 Penalty: 2702.073486
	Iteration 29Q: 3 clusters Score -1109473 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1109540.750000 Penalty: 2702.073486
	Iteration 30Q: 3 clusters Score -1109541 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1109605.625000 Penalty: 2702.073486
	Iteration 31Q: 3 clusters Score -1109606 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1109651.875000 Penalty: 2702.073486
	Iteration 32Q: 3 clusters Score -1109652 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1109696.625000 Penalty: 2702.073486
	Iteration 33Q: 3 clusters Score -1109697 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1109724.500000 Penalty: 2702.073486
	Iteration 34Q: 3 clusters Score -1109724 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1109750.750000 Penalty: 2702.073486
	Iteration 35Q: 3 clusters Score -1109751 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1109773.625000 Penalty: 2702.073486
	Iteration 36Q: 3 clusters Score -1109774 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1109814.000000 Penalty: 2702.073486
	Iteration 37Q: 3 clusters Score -1109814 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1109841.750000 Penalty: 2702.073486
	Iteration 38Q: 3 clusters Score -1109842 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1109854.750000 Penalty: 2702.073486
	Iteration 39Q: 3 clusters Score -1109855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1109860.000000 Penalty: 2702.073486
	Iteration 40F: 3 clusters Score -1109860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1109866.125000 Penalty: 2702.073486
	Iteration 41Q: 3 clusters Score -1109866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1109867.875000 Penalty: 2702.073486
	Iteration 42Q: 3 clusters Score -1109868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1109873.750000 Penalty: 2702.073486
	Iteration 43Q: 3 clusters Score -1109874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1109877.750000 Penalty: 2702.073486
	Iteration 44Q: 3 clusters Score -1109878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1109880.500000 Penalty: 2702.073486
	Iteration 45Q: 3 clusters Score -1109880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1109883.000000 Penalty: 2702.073486
	Iteration 46Q: 3 clusters Score -1109883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1109883.875000 Penalty: 2702.073486
	Iteration 47Q: 3 clusters Score -1109884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1109888.000000 Penalty: 2702.073486
	Iteration 48Q: 3 clusters Score -1109888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1109889.125000 Penalty: 2702.073486
	Iteration 49Q: 3 clusters Score -1109889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1109890.250000 Penalty: 2702.073486
	Iteration 50Q: 3 clusters Score -1109890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1109890.250000 Penalty: 2702.073486
	Iteration 51F: 3 clusters Score -1109890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Entering Unmasked Estep 
Score: -18338.097656 Penalty: 821.593445
	Iteration 0F: 2 clusters Score -18338.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -17759.460938 Penalty: 1643.186890
	Iteration 0F: 3 clusters Score -17759.46 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -17847.673828 Penalty: 1643.186890
	Iteration 1F: 3 clusters Score -17847.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -17880.902344 Penalty: 1643.186890
	Iteration 2Q: 3 clusters Score -17880.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -17886.136719 Penalty: 1643.186890
	Iteration 3Q: 3 clusters Score -17886.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -17906.763672 Penalty: 1643.186890
	Iteration 4Q: 3 clusters Score -17906.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -17926.316406 Penalty: 1643.186890
	Iteration 5Q: 3 clusters Score -17926.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -17941.351562 Penalty: 1643.186890
	Iteration 6Q: 3 clusters Score -17941.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -17955.875000 Penalty: 1643.186890
	Iteration 7Q: 3 clusters Score -17955.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -17973.306641 Penalty: 1643.186890
	Iteration 8Q: 3 clusters Score -17973.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -17973.306641 Penalty: 1643.186890
	Iteration 9F: 3 clusters Score -17973.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Entering Unmasked Estep 
Score: -1444309.125000 Penalty: 1395.542847
	Iteration 0F: 2 clusters Score -1444309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1436407.625000 Penalty: 2791.085693
	Iteration 0F: 3 clusters Score -1436408 nChanged 5014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1439138.875000 Penalty: 2791.085693
	Iteration 1F: 3 clusters Score -1439139 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1439490.750000 Penalty: 2791.085693
	Iteration 2F: 3 clusters Score -1439491 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1439791.875000 Penalty: 2791.085693
	Iteration 3F: 3 clusters Score -1439792 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1440127.000000 Penalty: 2791.085693
	Iteration 4F: 3 clusters Score -1440127 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1440466.500000 Penalty: 2791.085693
	Iteration 5Q: 3 clusters Score -1440466 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1440760.125000 Penalty: 2791.085693
	Iteration 6Q: 3 clusters Score -1440760 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1441045.750000 Penalty: 2791.085693
	Iteration 7Q: 3 clusters Score -1441046 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1441316.875000 Penalty: 2791.085693
	Iteration 8Q: 3 clusters Score -1441317 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1441580.750000 Penalty: 2791.085693
	Iteration 9Q: 3 clusters Score -1441581 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1441836.500000 Penalty: 2791.085693
	Iteration 10Q: 3 clusters Score -1441836 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1442080.250000 Penalty: 2791.085693
	Iteration 11Q: 3 clusters Score -1442080 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1442290.500000 Penalty: 2791.085693
	Iteration 12Q: 3 clusters Score -1442290 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1442470.250000 Penalty: 2791.085693
	Iteration 13Q: 3 clusters Score -1442470 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1442629.750000 Penalty: 2791.085693
	Iteration 14Q: 3 clusters Score -1442630 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1442750.000000 Penalty: 2791.085693
	Iteration 15Q: 3 clusters Score -1442750 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1442854.750000 Penalty: 2791.085693
	Iteration 16Q: 3 clusters Score -1442855 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1442945.750000 Penalty: 2791.085693
	Iteration 17Q: 3 clusters Score -1442946 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1443011.250000 Penalty: 2791.085693
	Iteration 18Q: 3 clusters Score -1443011 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1443051.750000 Penalty: 2791.085693
	Iteration 19Q: 3 clusters Score -1443052 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1443100.500000 Penalty: 2791.085693
	Iteration 20F: 3 clusters Score -1443100 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1443140.500000 Penalty: 2791.085693
	Iteration 21Q: 3 clusters Score -1443140 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1443173.625000 Penalty: 2791.085693
	Iteration 22Q: 3 clusters Score -1443174 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1443191.500000 Penalty: 2791.085693
	Iteration 23Q: 3 clusters Score -1443192 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1443208.750000 Penalty: 2791.085693
	Iteration 24Q: 3 clusters Score -1443209 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1443223.625000 Penalty: 2791.085693
	Iteration 25Q: 3 clusters Score -1443224 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1443239.250000 Penalty: 2791.085693
	Iteration 26Q: 3 clusters Score -1443239 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1443257.125000 Penalty: 2791.085693
	Iteration 27Q: 3 clusters Score -1443257 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1443275.000000 Penalty: 2791.085693
	Iteration 28Q: 3 clusters Score -1443275 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1443291.125000 Penalty: 2791.085693
	Iteration 29Q: 3 clusters Score -1443291 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1443310.500000 Penalty: 2791.085693
	Iteration 30Q: 3 clusters Score -1443310 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1443322.500000 Penalty: 2791.085693
	Iteration 31Q: 3 clusters Score -1443322 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1443327.500000 Penalty: 2791.085693
	Iteration 32Q: 3 clusters Score -1443328 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1443339.375000 Penalty: 2791.085693
	Iteration 33Q: 3 clusters Score -1443339 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1443357.250000 Penalty: 2791.085693
	Iteration 34Q: 3 clusters Score -1443357 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1443368.000000 Penalty: 2791.085693
	Iteration 35Q: 3 clusters Score -1443368 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1443373.625000 Penalty: 2791.085693
	Iteration 36Q: 3 clusters Score -1443374 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1443383.750000 Penalty: 2791.085693
	Iteration 37Q: 3 clusters Score -1443384 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1443391.875000 Penalty: 2791.085693
	Iteration 38Q: 3 clusters Score -1443392 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1443393.875000 Penalty: 2791.085693
	Iteration 39Q: 3 clusters Score -1443394 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1443407.250000 Penalty: 2791.085693
	Iteration 40F: 3 clusters Score -1443407 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1443413.250000 Penalty: 2791.085693
	Iteration 41Q: 3 clusters Score -1443413 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1443418.875000 Penalty: 2791.085693
	Iteration 42Q: 3 clusters Score -1443419 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1443418.750000 Penalty: 2791.085693
	Iteration 43Q: 3 clusters Score -1443419 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1443426.125000 Penalty: 2791.085693
	Iteration 44Q: 3 clusters Score -1443426 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1443432.000000 Penalty: 2791.085693
	Iteration 45Q: 3 clusters Score -1443432 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1443436.875000 Penalty: 2791.085693
	Iteration 46Q: 3 clusters Score -1443437 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1443441.250000 Penalty: 2791.085693
	Iteration 47Q: 3 clusters Score -1443441 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1443443.125000 Penalty: 2791.085693
	Iteration 48Q: 3 clusters Score -1443443 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1443449.375000 Penalty: 2791.085693
	Iteration 49Q: 3 clusters Score -1443449 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1443449.125000 Penalty: 2791.085693
	Iteration 50Q: 3 clusters Score -1443449 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1443454.375000 Penalty: 2791.085693
	Iteration 51Q: 3 clusters Score -1443454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1443460.125000 Penalty: 2791.085693
	Iteration 52Q: 3 clusters Score -1443460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1443465.875000 Penalty: 2791.085693
	Iteration 53Q: 3 clusters Score -1443466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1443467.625000 Penalty: 2791.085693
	Iteration 54Q: 3 clusters Score -1443468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1443471.875000 Penalty: 2791.085693
	Iteration 55Q: 3 clusters Score -1443472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1443473.750000 Penalty: 2791.085693
	Iteration 56Q: 3 clusters Score -1443474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1443477.625000 Penalty: 2791.085693
	Iteration 57Q: 3 clusters Score -1443478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1443478.625000 Penalty: 2791.085693
	Iteration 58Q: 3 clusters Score -1443479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1443479.625000 Penalty: 2791.085693
	Iteration 59Q: 3 clusters Score -1443480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1443480.625000 Penalty: 2791.085693
	Iteration 60F: 3 clusters Score -1443481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1443483.625000 Penalty: 2791.085693
	Iteration 61Q: 3 clusters Score -1443484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1443484.625000 Penalty: 2791.085693
	Iteration 62Q: 3 clusters Score -1443485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1443487.500000 Penalty: 2791.085693
	Iteration 63Q: 3 clusters Score -1443488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1443484.625000 Penalty: 2791.085693
	Iteration 64Q: 3 clusters Score -1443485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1443485.625000 Penalty: 2791.085693
	Iteration 65Q: 3 clusters Score -1443486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1443487.500000 Penalty: 2791.085693
	Iteration 66Q: 3 clusters Score -1443488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1443490.750000 Penalty: 2791.085693
	Iteration 67Q: 3 clusters Score -1443491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1443492.625000 Penalty: 2791.085693
	Iteration 68Q: 3 clusters Score -1443493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1443494.000000 Penalty: 2791.085693
	Iteration 69Q: 3 clusters Score -1443494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1443494.000000 Penalty: 2791.085693
	Iteration 70F: 3 clusters Score -1443494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Entering Unmasked Estep 
Score: -708076.250000 Penalty: 1296.189209
	Iteration 0F: 2 clusters Score -708076.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -703730.437500 Penalty: 2592.378418
	Iteration 0F: 3 clusters Score -703730.4 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -705097.687500 Penalty: 2592.378418
	Iteration 1F: 3 clusters Score -705097.7 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -705365.125000 Penalty: 2592.378418
	Iteration 2F: 3 clusters Score -705365.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -705583.000000 Penalty: 2592.378418
	Iteration 3F: 3 clusters Score -705583 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -705751.125000 Penalty: 2592.378418
	Iteration 4Q: 3 clusters Score -705751.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -705879.875000 Penalty: 2592.378418
	Iteration 5Q: 3 clusters Score -705879.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -705997.312500 Penalty: 2592.378418
	Iteration 6Q: 3 clusters Score -705997.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -706115.125000 Penalty: 2592.378418
	Iteration 7Q: 3 clusters Score -706115.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -706227.937500 Penalty: 2592.378418
	Iteration 8Q: 3 clusters Score -706227.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -706340.187500 Penalty: 2592.378418
	Iteration 9Q: 3 clusters Score -706340.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -706458.562500 Penalty: 2592.378418
	Iteration 10Q: 3 clusters Score -706458.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -706559.750000 Penalty: 2592.378418
	Iteration 11Q: 3 clusters Score -706559.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -706666.937500 Penalty: 2592.378418
	Iteration 12Q: 3 clusters Score -706666.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -706767.500000 Penalty: 2592.378418
	Iteration 13Q: 3 clusters Score -706767.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -706879.437500 Penalty: 2592.378418
	Iteration 14Q: 3 clusters Score -706879.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -706971.062500 Penalty: 2592.378418
	Iteration 15Q: 3 clusters Score -706971.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -707051.625000 Penalty: 2592.378418
	Iteration 16Q: 3 clusters Score -707051.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -707124.125000 Penalty: 2592.378418
	Iteration 17Q: 3 clusters Score -707124.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -707187.062500 Penalty: 2592.378418
	Iteration 18Q: 3 clusters Score -707187.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -707221.000000 Penalty: 2592.378418
	Iteration 19Q: 3 clusters Score -707221 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -707255.562500 Penalty: 2592.378418
	Iteration 20F: 3 clusters Score -707255.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -707276.062500 Penalty: 2592.378418
	Iteration 21Q: 3 clusters Score -707276.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -707289.375000 Penalty: 2592.378418
	Iteration 22Q: 3 clusters Score -707289.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -707301.000000 Penalty: 2592.378418
	Iteration 23Q: 3 clusters Score -707301 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -707313.375000 Penalty: 2592.378418
	Iteration 24Q: 3 clusters Score -707313.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -707323.687500 Penalty: 2592.378418
	Iteration 25Q: 3 clusters Score -707323.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -707333.125000 Penalty: 2592.378418
	Iteration 26Q: 3 clusters Score -707333.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -707343.625000 Penalty: 2592.378418
	Iteration 27Q: 3 clusters Score -707343.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -707349.875000 Penalty: 2592.378418
	Iteration 28Q: 3 clusters Score -707349.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -707353.062500 Penalty: 2592.378418
	Iteration 29Q: 3 clusters Score -707353.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -707358.062500 Penalty: 2592.378418
	Iteration 30Q: 3 clusters Score -707358.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -707361.187500 Penalty: 2592.378418
	Iteration 31Q: 3 clusters Score -707361.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -707365.562500 Penalty: 2592.378418
	Iteration 32Q: 3 clusters Score -707365.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -707366.562500 Penalty: 2592.378418
	Iteration 33Q: 3 clusters Score -707366.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -707369.062500 Penalty: 2592.378418
	Iteration 34Q: 3 clusters Score -707369.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -707369.562500 Penalty: 2592.378418
	Iteration 35Q: 3 clusters Score -707369.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -707371.875000 Penalty: 2592.378418
	Iteration 36Q: 3 clusters Score -707371.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -707374.750000 Penalty: 2592.378418
	Iteration 37Q: 3 clusters Score -707374.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -707377.000000 Penalty: 2592.378418
	Iteration 38Q: 3 clusters Score -707377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -707379.187500 Penalty: 2592.378418
	Iteration 39Q: 3 clusters Score -707379.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -707382.312500 Penalty: 2592.378418
	Iteration 40F: 3 clusters Score -707382.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -707381.937500 Penalty: 2592.378418
	Iteration 41Q: 3 clusters Score -707381.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -707383.750000 Penalty: 2592.378418
	Iteration 42Q: 3 clusters Score -707383.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -707385.812500 Penalty: 2592.378418
	Iteration 43Q: 3 clusters Score -707385.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -707388.062500 Penalty: 2592.378418
	Iteration 44Q: 3 clusters Score -707388.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -707390.625000 Penalty: 2592.378418
	Iteration 45Q: 3 clusters Score -707390.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -707390.625000 Penalty: 2592.378418
	Iteration 46Q: 3 clusters Score -707390.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -707391.625000 Penalty: 2592.378418
	Iteration 47Q: 3 clusters Score -707391.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -707391.375000 Penalty: 2592.378418
	Iteration 48Q: 3 clusters Score -707391.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -707390.125000 Penalty: 2592.378418
	Iteration 49Q: 3 clusters Score -707390.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -707389.937500 Penalty: 2592.378418
	Iteration 50Q: 3 clusters Score -707389.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -707389.937500 Penalty: 2592.378418
	Iteration 51F: 3 clusters Score -707389.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (41223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41223 members 
Entering Unmasked Estep 
Score: -5070206.000000 Penalty: 1581.260742
	Iteration 0F: 2 clusters Score -5070206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -5043482.500000 Penalty: 3162.521484
	Iteration 0F: 3 clusters Score -5043482 nChanged 18780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21042 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -5053937.500000 Penalty: 3162.521484
	Iteration 1F: 3 clusters Score -5053938 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21356 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -5054483.500000 Penalty: 3162.521484
	Iteration 2Q: 3 clusters Score -5054484 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21823 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -5054986.500000 Penalty: 3162.521484
	Iteration 3Q: 3 clusters Score -5054986 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22463 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -5055558.500000 Penalty: 3162.521484
	Iteration 4Q: 3 clusters Score -5055558 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23398 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -5056276.500000 Penalty: 3162.521484
	Iteration 5Q: 3 clusters Score -5056276 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24633 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -5057131.500000 Penalty: 3162.521484
	Iteration 6Q: 3 clusters Score -5057132 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26148 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -5058238.500000 Penalty: 3162.521484
	Iteration 7F: 3 clusters Score -5058238 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27952 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -5059574.000000 Penalty: 3162.521484
	Iteration 8F: 3 clusters Score -5059574 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29975 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -5061115.000000 Penalty: 3162.521484
	Iteration 9F: 3 clusters Score -5061115 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32125 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -5062865.500000 Penalty: 3162.521484
	Iteration 10F: 3 clusters Score -5062866 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34129 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -5064470.000000 Penalty: 3162.521484
	Iteration 11F: 3 clusters Score -5064470 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35806 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -5065803.500000 Penalty: 3162.521484
	Iteration 12Q: 3 clusters Score -5065804 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37062 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -5066785.500000 Penalty: 3162.521484
	Iteration 13Q: 3 clusters Score -5066786 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37971 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -5067506.500000 Penalty: 3162.521484
	Iteration 14Q: 3 clusters Score -5067506 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38618 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -5067977.500000 Penalty: 3162.521484
	Iteration 15Q: 3 clusters Score -5067978 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39066 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -5068265.500000 Penalty: 3162.521484
	Iteration 16Q: 3 clusters Score -5068266 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39394 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -5068456.500000 Penalty: 3162.521484
	Iteration 17Q: 3 clusters Score -5068456 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39647 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -5068624.500000 Penalty: 3162.521484
	Iteration 18Q: 3 clusters Score -5068624 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39835 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -5068730.000000 Penalty: 3162.521484
	Iteration 19Q: 3 clusters Score -5068730 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39965 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -5068801.000000 Penalty: 3162.521484
	Iteration 20F: 3 clusters Score -5068801 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40077 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -5068866.500000 Penalty: 3162.521484
	Iteration 21Q: 3 clusters Score -5068866 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40158 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -5068922.000000 Penalty: 3162.521484
	Iteration 22Q: 3 clusters Score -5068922 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40234 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -5068936.000000 Penalty: 3162.521484
	Iteration 23Q: 3 clusters Score -5068936 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40294 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -5068977.000000 Penalty: 3162.521484
	Iteration 24Q: 3 clusters Score -5068977 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40332 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -5069016.500000 Penalty: 3162.521484
	Iteration 25Q: 3 clusters Score -5069016 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40350 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -5069027.000000 Penalty: 3162.521484
	Iteration 26Q: 3 clusters Score -5069027 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40370 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -5069031.500000 Penalty: 3162.521484
	Iteration 27Q: 3 clusters Score -5069032 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40391 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -5069041.500000 Penalty: 3162.521484
	Iteration 28Q: 3 clusters Score -5069042 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40412 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -5069050.000000 Penalty: 3162.521484
	Iteration 29Q: 3 clusters Score -5069050 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40433 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -5069065.500000 Penalty: 3162.521484
	Iteration 30Q: 3 clusters Score -5069066 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40454 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -5069078.500000 Penalty: 3162.521484
	Iteration 31Q: 3 clusters Score -5069078 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40464 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -5069085.000000 Penalty: 3162.521484
	Iteration 32Q: 3 clusters Score -5069085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40466 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -5069089.000000 Penalty: 3162.521484
	Iteration 33Q: 3 clusters Score -5069089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40468 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -5069093.000000 Penalty: 3162.521484
	Iteration 34Q: 3 clusters Score -5069093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40470 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -5069091.500000 Penalty: 3162.521484
	Iteration 35Q: 3 clusters Score -5069092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40472 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -5069096.000000 Penalty: 3162.521484
	Iteration 36Q: 3 clusters Score -5069096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40473 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -5069095.500000 Penalty: 3162.521484
	Iteration 37Q: 3 clusters Score -5069096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40472 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -5069097.000000 Penalty: 3162.521484
	Iteration 38Q: 3 clusters Score -5069097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40473 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -5069099.000000 Penalty: 3162.521484
	Iteration 39Q: 3 clusters Score -5069099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40474 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -5069101.000000 Penalty: 3162.521484
	Iteration 40F: 3 clusters Score -5069101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40476 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -5069099.500000 Penalty: 3162.521484
	Iteration 41Q: 3 clusters Score -5069100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40479 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -5069094.500000 Penalty: 3162.521484
	Iteration 42Q: 3 clusters Score -5069094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40482 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -5069097.500000 Penalty: 3162.521484
	Iteration 43Q: 3 clusters Score -5069098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40483 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -5069098.500000 Penalty: 3162.521484
	Iteration 44Q: 3 clusters Score -5069098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40483 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -5069101.500000 Penalty: 3162.521484
	Iteration 45Q: 3 clusters Score -5069102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40487 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -5069103.500000 Penalty: 3162.521484
	Iteration 46Q: 3 clusters Score -5069104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40493 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -5069104.000000 Penalty: 3162.521484
	Iteration 47Q: 3 clusters Score -5069104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40499 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -5069112.000000 Penalty: 3162.521484
	Iteration 48Q: 3 clusters Score -5069112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40501 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -5069120.000000 Penalty: 3162.521484
	Iteration 49Q: 3 clusters Score -5069120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40506 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -5069118.500000 Penalty: 3162.521484
	Iteration 50Q: 3 clusters Score -5069118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40509 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -5069122.000000 Penalty: 3162.521484
	Iteration 51Q: 3 clusters Score -5069122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40512 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -5069124.000000 Penalty: 3162.521484
	Iteration 52Q: 3 clusters Score -5069124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40515 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -5069124.000000 Penalty: 3162.521484
	Iteration 53Q: 3 clusters Score -5069124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40515 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -5069124.000000 Penalty: 3162.521484
	Iteration 54F: 3 clusters Score -5069124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (22491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22491 members 
Entering Unmasked Estep 
Score: -2844106.500000 Penalty: 1491.105469
	Iteration 0F: 2 clusters Score -2844106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -2829503.000000 Penalty: 2982.210938
	Iteration 0F: 3 clusters Score -2829503 nChanged 9906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -2834815.000000 Penalty: 2982.210938
	Iteration 1F: 3 clusters Score -2834815 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -2835270.000000 Penalty: 2982.210938
	Iteration 2F: 3 clusters Score -2835270 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -2835627.000000 Penalty: 2982.210938
	Iteration 3Q: 3 clusters Score -2835627 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -2835986.250000 Penalty: 2982.210938
	Iteration 4Q: 3 clusters Score -2835986 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -2836320.750000 Penalty: 2982.210938
	Iteration 5Q: 3 clusters Score -2836321 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -2836676.500000 Penalty: 2982.210938
	Iteration 6Q: 3 clusters Score -2836676 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -2837112.500000 Penalty: 2982.210938
	Iteration 7Q: 3 clusters Score -2837112 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -2837635.500000 Penalty: 2982.210938
	Iteration 8Q: 3 clusters Score -2837636 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -2838187.750000 Penalty: 2982.210938
	Iteration 9Q: 3 clusters Score -2838188 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -2838764.250000 Penalty: 2982.210938
	Iteration 10Q: 3 clusters Score -2838764 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -2839314.500000 Penalty: 2982.210938
	Iteration 11Q: 3 clusters Score -2839314 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -2839879.000000 Penalty: 2982.210938
	Iteration 12Q: 3 clusters Score -2839879 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -2840365.500000 Penalty: 2982.210938
	Iteration 13Q: 3 clusters Score -2840366 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -2840792.250000 Penalty: 2982.210938
	Iteration 14Q: 3 clusters Score -2840792 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -2841197.500000 Penalty: 2982.210938
	Iteration 15Q: 3 clusters Score -2841198 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -2841522.250000 Penalty: 2982.210938
	Iteration 16Q: 3 clusters Score -2841522 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -2841777.500000 Penalty: 2982.210938
	Iteration 17Q: 3 clusters Score -2841778 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -2842023.500000 Penalty: 2982.210938
	Iteration 18Q: 3 clusters Score -2842024 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -2842228.250000 Penalty: 2982.210938
	Iteration 19Q: 3 clusters Score -2842228 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -2842392.750000 Penalty: 2982.210938
	Iteration 20F: 3 clusters Score -2842393 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -2842549.250000 Penalty: 2982.210938
	Iteration 21Q: 3 clusters Score -2842549 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -2842673.250000 Penalty: 2982.210938
	Iteration 22Q: 3 clusters Score -2842673 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -2842773.000000 Penalty: 2982.210938
	Iteration 23Q: 3 clusters Score -2842773 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -2842861.500000 Penalty: 2982.210938
	Iteration 24Q: 3 clusters Score -2842862 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -2842928.250000 Penalty: 2982.210938
	Iteration 25Q: 3 clusters Score -2842928 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -2842984.750000 Penalty: 2982.210938
	Iteration 26Q: 3 clusters Score -2842985 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -2843026.500000 Penalty: 2982.210938
	Iteration 27Q: 3 clusters Score -2843026 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -2843065.750000 Penalty: 2982.210938
	Iteration 28Q: 3 clusters Score -2843066 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -2843099.000000 Penalty: 2982.210938
	Iteration 29Q: 3 clusters Score -2843099 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 20641 members 
Entering Unmasked Estep 
Score: -2843121.000000 Penalty: 2982.210938
	Iteration 30Q: 3 clusters Score -2843121 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -2843145.500000 Penalty: 2982.210938
	Iteration 31Q: 3 clusters Score -2843146 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -2843157.750000 Penalty: 2982.210938
	Iteration 32Q: 3 clusters Score -2843158 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -2843167.750000 Penalty: 2982.210938
	Iteration 33Q: 3 clusters Score -2843168 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -2843177.750000 Penalty: 2982.210938
	Iteration 34Q: 3 clusters Score -2843178 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 20823 members 
Entering Unmasked Estep 
Score: -2843185.500000 Penalty: 2982.210938
	Iteration 35Q: 3 clusters Score -2843186 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 20849 members 
Entering Unmasked Estep 
Score: -2843195.500000 Penalty: 2982.210938
	Iteration 36Q: 3 clusters Score -2843196 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
Score: -2843201.000000 Penalty: 2982.210938
	Iteration 37Q: 3 clusters Score -2843201 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 20885 members 
Entering Unmasked Estep 
Score: -2843211.750000 Penalty: 2982.210938
	Iteration 38Q: 3 clusters Score -2843212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -2843205.750000 Penalty: 2982.210938
	Iteration 39Q: 3 clusters Score -2843206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -2843207.250000 Penalty: 2982.210938
	Iteration 40F: 3 clusters Score -2843207 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -2843214.000000 Penalty: 2982.210938
	Iteration 41Q: 3 clusters Score -2843214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -2843213.000000 Penalty: 2982.210938
	Iteration 42Q: 3 clusters Score -2843213 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -2843214.250000 Penalty: 2982.210938
	Iteration 43Q: 3 clusters Score -2843214 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -2843220.750000 Penalty: 2982.210938
	Iteration 44Q: 3 clusters Score -2843221 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -2843220.750000 Penalty: 2982.210938
	Iteration 45Q: 3 clusters Score -2843221 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 20971 members 
Entering Unmasked Estep 
Score: -2843222.000000 Penalty: 2982.210938
	Iteration 46Q: 3 clusters Score -2843222 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -2843222.250000 Penalty: 2982.210938
	Iteration 47Q: 3 clusters Score -2843222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 20995 members 
Entering Unmasked Estep 
Score: -2843227.500000 Penalty: 2982.210938
	Iteration 48Q: 3 clusters Score -2843228 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -2843232.500000 Penalty: 2982.210938
	Iteration 49Q: 3 clusters Score -2843232 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 21021 members 
Entering Unmasked Estep 
Score: -2843242.500000 Penalty: 2982.210938
	Iteration 50Q: 3 clusters Score -2843242 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 21038 members 
Entering Unmasked Estep 
Score: -2843252.500000 Penalty: 2982.210938
	Iteration 51Q: 3 clusters Score -2843252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -2843254.750000 Penalty: 2982.210938
	Iteration 52Q: 3 clusters Score -2843255 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -2843260.500000 Penalty: 2982.210938
	Iteration 53Q: 3 clusters Score -2843260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -2843261.000000 Penalty: 2982.210938
	Iteration 54Q: 3 clusters Score -2843261 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -2843263.750000 Penalty: 2982.210938
	Iteration 55Q: 3 clusters Score -2843264 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 21089 members 
Entering Unmasked Estep 
Score: -2843270.000000 Penalty: 2982.210938
	Iteration 56Q: 3 clusters Score -2843270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -2843270.750000 Penalty: 2982.210938
	Iteration 57Q: 3 clusters Score -2843271 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -2843275.500000 Penalty: 2982.210938
	Iteration 58Q: 3 clusters Score -2843276 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -2843282.000000 Penalty: 2982.210938
	Iteration 59Q: 3 clusters Score -2843282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -2843287.750000 Penalty: 2982.210938
	Iteration 60F: 3 clusters Score -2843288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -2843293.000000 Penalty: 2982.210938
	Iteration 61Q: 3 clusters Score -2843293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
Score: -2843292.000000 Penalty: 2982.210938
	Iteration 62Q: 3 clusters Score -2843292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 21150 members 
Entering Unmasked Estep 
Score: -2843295.000000 Penalty: 2982.210938
	Iteration 63Q: 3 clusters Score -2843295 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -2843295.250000 Penalty: 2982.210938
	Iteration 64Q: 3 clusters Score -2843295 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 21162 members 
Entering Unmasked Estep 
Score: -2843298.750000 Penalty: 2982.210938
	Iteration 65Q: 3 clusters Score -2843299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
Score: -2843299.750000 Penalty: 2982.210938
	Iteration 66Q: 3 clusters Score -2843300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 21166 members 
Entering Unmasked Estep 
Score: -2843299.500000 Penalty: 2982.210938
	Iteration 67Q: 3 clusters Score -2843300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -2843299.000000 Penalty: 2982.210938
	Iteration 68Q: 3 clusters Score -2843299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 21171 members 
Entering Unmasked Estep 
Score: -2843299.250000 Penalty: 2982.210938
	Iteration 69Q: 3 clusters Score -2843299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 21172 members 
Entering Unmasked Estep 
Score: -2843304.250000 Penalty: 2982.210938
	Iteration 70Q: 3 clusters Score -2843304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -2843305.000000 Penalty: 2982.210938
	Iteration 71Q: 3 clusters Score -2843305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -2843303.000000 Penalty: 2982.210938
	Iteration 72Q: 3 clusters Score -2843303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 21177 members 
Entering Unmasked Estep 
Score: -2843304.250000 Penalty: 2982.210938
	Iteration 73Q: 3 clusters Score -2843304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -2843304.000000 Penalty: 2982.210938
	Iteration 74Q: 3 clusters Score -2843304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -2843304.000000 Penalty: 2982.210938
	Iteration 75F: 3 clusters Score -2843304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Entering Unmasked Estep 
Score: -626220.500000 Penalty: 1274.590088
	Iteration 0F: 2 clusters Score -626220.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -622414.375000 Penalty: 2549.180176
	Iteration 0F: 3 clusters Score -622414.4 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -623601.687500 Penalty: 2549.180176
	Iteration 1F: 3 clusters Score -623601.7 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -623905.937500 Penalty: 2549.180176
	Iteration 2F: 3 clusters Score -623905.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -624146.125000 Penalty: 2549.180176
	Iteration 3F: 3 clusters Score -624146.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -624383.937500 Penalty: 2549.180176
	Iteration 4F: 3 clusters Score -624383.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -624581.687500 Penalty: 2549.180176
	Iteration 5F: 3 clusters Score -624581.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -624761.562500 Penalty: 2549.180176
	Iteration 6Q: 3 clusters Score -624761.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -624907.625000 Penalty: 2549.180176
	Iteration 7Q: 3 clusters Score -624907.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -625009.500000 Penalty: 2549.180176
	Iteration 8Q: 3 clusters Score -625009.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -625092.937500 Penalty: 2549.180176
	Iteration 9Q: 3 clusters Score -625092.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -625158.625000 Penalty: 2549.180176
	Iteration 10Q: 3 clusters Score -625158.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -625209.812500 Penalty: 2549.180176
	Iteration 11Q: 3 clusters Score -625209.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -625248.437500 Penalty: 2549.180176
	Iteration 12Q: 3 clusters Score -625248.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -625285.250000 Penalty: 2549.180176
	Iteration 13Q: 3 clusters Score -625285.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -625310.125000 Penalty: 2549.180176
	Iteration 14Q: 3 clusters Score -625310.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -625335.375000 Penalty: 2549.180176
	Iteration 15Q: 3 clusters Score -625335.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -625352.250000 Penalty: 2549.180176
	Iteration 16Q: 3 clusters Score -625352.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -625369.812500 Penalty: 2549.180176
	Iteration 17Q: 3 clusters Score -625369.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -625384.750000 Penalty: 2549.180176
	Iteration 18Q: 3 clusters Score -625384.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -625397.812500 Penalty: 2549.180176
	Iteration 19Q: 3 clusters Score -625397.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -625412.375000 Penalty: 2549.180176
	Iteration 20F: 3 clusters Score -625412.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -625426.750000 Penalty: 2549.180176
	Iteration 21Q: 3 clusters Score -625426.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -625441.562500 Penalty: 2549.180176
	Iteration 22Q: 3 clusters Score -625441.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -625462.000000 Penalty: 2549.180176
	Iteration 23Q: 3 clusters Score -625462 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -625478.437500 Penalty: 2549.180176
	Iteration 24Q: 3 clusters Score -625478.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -625491.937500 Penalty: 2549.180176
	Iteration 25Q: 3 clusters Score -625491.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -625505.687500 Penalty: 2549.180176
	Iteration 26Q: 3 clusters Score -625505.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -625515.937500 Penalty: 2549.180176
	Iteration 27Q: 3 clusters Score -625515.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -625528.250000 Penalty: 2549.180176
	Iteration 28Q: 3 clusters Score -625528.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -625537.437500 Penalty: 2549.180176
	Iteration 29Q: 3 clusters Score -625537.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -625542.812500 Penalty: 2549.180176
	Iteration 30Q: 3 clusters Score -625542.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -625553.687500 Penalty: 2549.180176
	Iteration 31Q: 3 clusters Score -625553.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -625562.000000 Penalty: 2549.180176
	Iteration 32Q: 3 clusters Score -625562 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -625578.500000 Penalty: 2549.180176
	Iteration 33Q: 3 clusters Score -625578.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -625587.625000 Penalty: 2549.180176
	Iteration 34Q: 3 clusters Score -625587.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -625594.812500 Penalty: 2549.180176
	Iteration 35Q: 3 clusters Score -625594.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -625602.000000 Penalty: 2549.180176
	Iteration 36Q: 3 clusters Score -625602 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -625610.937500 Penalty: 2549.180176
	Iteration 37Q: 3 clusters Score -625610.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -625622.187500 Penalty: 2549.180176
	Iteration 38Q: 3 clusters Score -625622.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -625631.437500 Penalty: 2549.180176
	Iteration 39Q: 3 clusters Score -625631.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -625634.437500 Penalty: 2549.180176
	Iteration 40F: 3 clusters Score -625634.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -625640.125000 Penalty: 2549.180176
	Iteration 41Q: 3 clusters Score -625640.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -625643.500000 Penalty: 2549.180176
	Iteration 42Q: 3 clusters Score -625643.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -625646.312500 Penalty: 2549.180176
	Iteration 43Q: 3 clusters Score -625646.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -625646.062500 Penalty: 2549.180176
	Iteration 44Q: 3 clusters Score -625646.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -625645.562500 Penalty: 2549.180176
	Iteration 45Q: 3 clusters Score -625645.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -625646.250000 Penalty: 2549.180176
	Iteration 46Q: 3 clusters Score -625646.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -625646.500000 Penalty: 2549.180176
	Iteration 47Q: 3 clusters Score -625646.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -625647.250000 Penalty: 2549.180176
	Iteration 48Q: 3 clusters Score -625647.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -625648.125000 Penalty: 2549.180176
	Iteration 49Q: 3 clusters Score -625648.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -625649.812500 Penalty: 2549.180176
	Iteration 50Q: 3 clusters Score -625649.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -625650.750000 Penalty: 2549.180176
	Iteration 51Q: 3 clusters Score -625650.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -625650.625000 Penalty: 2549.180176
	Iteration 52Q: 3 clusters Score -625650.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -625650.625000 Penalty: 2549.180176
	Iteration 53F: 3 clusters Score -625650.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Entering Unmasked Estep 
Score: -534081.125000 Penalty: 1254.270264
	Iteration 0F: 2 clusters Score -534081.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -530606.250000 Penalty: 2508.540527
	Iteration 0F: 3 clusters Score -530606.2 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -531567.187500 Penalty: 2508.540527
	Iteration 1F: 3 clusters Score -531567.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -531787.500000 Penalty: 2508.540527
	Iteration 2F: 3 clusters Score -531787.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -531987.875000 Penalty: 2508.540527
	Iteration 3F: 3 clusters Score -531987.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -532211.812500 Penalty: 2508.540527
	Iteration 4F: 3 clusters Score -532211.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -532421.937500 Penalty: 2508.540527
	Iteration 5F: 3 clusters Score -532421.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -532634.562500 Penalty: 2508.540527
	Iteration 6F: 3 clusters Score -532634.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -532866.437500 Penalty: 2508.540527
	Iteration 7F: 3 clusters Score -532866.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -533036.937500 Penalty: 2508.540527
	Iteration 8Q: 3 clusters Score -533036.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -533165.125000 Penalty: 2508.540527
	Iteration 9Q: 3 clusters Score -533165.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -533267.625000 Penalty: 2508.540527
	Iteration 10Q: 3 clusters Score -533267.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -533339.187500 Penalty: 2508.540527
	Iteration 11Q: 3 clusters Score -533339.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -533384.000000 Penalty: 2508.540527
	Iteration 12Q: 3 clusters Score -533384 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -533405.625000 Penalty: 2508.540527
	Iteration 13Q: 3 clusters Score -533405.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -533419.625000 Penalty: 2508.540527
	Iteration 14Q: 3 clusters Score -533419.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -533433.937500 Penalty: 2508.540527
	Iteration 15Q: 3 clusters Score -533433.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -533445.562500 Penalty: 2508.540527
	Iteration 16Q: 3 clusters Score -533445.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -533456.312500 Penalty: 2508.540527
	Iteration 17Q: 3 clusters Score -533456.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -533465.500000 Penalty: 2508.540527
	Iteration 18Q: 3 clusters Score -533465.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -533471.500000 Penalty: 2508.540527
	Iteration 19Q: 3 clusters Score -533471.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -533479.187500 Penalty: 2508.540527
	Iteration 20F: 3 clusters Score -533479.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -533482.687500 Penalty: 2508.540527
	Iteration 21Q: 3 clusters Score -533482.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -533486.625000 Penalty: 2508.540527
	Iteration 22Q: 3 clusters Score -533486.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -533489.562500 Penalty: 2508.540527
	Iteration 23Q: 3 clusters Score -533489.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -533495.562500 Penalty: 2508.540527
	Iteration 24Q: 3 clusters Score -533495.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -533505.312500 Penalty: 2508.540527
	Iteration 25Q: 3 clusters Score -533505.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -533517.000000 Penalty: 2508.540527
	Iteration 26Q: 3 clusters Score -533517 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -533527.000000 Penalty: 2508.540527
	Iteration 27Q: 3 clusters Score -533527 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -533534.062500 Penalty: 2508.540527
	Iteration 28Q: 3 clusters Score -533534.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -533540.687500 Penalty: 2508.540527
	Iteration 29Q: 3 clusters Score -533540.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -533550.875000 Penalty: 2508.540527
	Iteration 30Q: 3 clusters Score -533550.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -533561.312500 Penalty: 2508.540527
	Iteration 31Q: 3 clusters Score -533561.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -533566.937500 Penalty: 2508.540527
	Iteration 32Q: 3 clusters Score -533566.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -533571.750000 Penalty: 2508.540527
	Iteration 33Q: 3 clusters Score -533571.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -533578.812500 Penalty: 2508.540527
	Iteration 34Q: 3 clusters Score -533578.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -533587.312500 Penalty: 2508.540527
	Iteration 35Q: 3 clusters Score -533587.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -533593.062500 Penalty: 2508.540527
	Iteration 36Q: 3 clusters Score -533593.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -533598.250000 Penalty: 2508.540527
	Iteration 37Q: 3 clusters Score -533598.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -533606.500000 Penalty: 2508.540527
	Iteration 38Q: 3 clusters Score -533606.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -533610.687500 Penalty: 2508.540527
	Iteration 39Q: 3 clusters Score -533610.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -533614.375000 Penalty: 2508.540527
	Iteration 40F: 3 clusters Score -533614.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -533620.250000 Penalty: 2508.540527
	Iteration 41Q: 3 clusters Score -533620.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -533624.750000 Penalty: 2508.540527
	Iteration 42Q: 3 clusters Score -533624.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -533627.187500 Penalty: 2508.540527
	Iteration 43Q: 3 clusters Score -533627.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -533631.750000 Penalty: 2508.540527
	Iteration 44Q: 3 clusters Score -533631.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -533633.875000 Penalty: 2508.540527
	Iteration 45Q: 3 clusters Score -533633.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -533636.437500 Penalty: 2508.540527
	Iteration 46Q: 3 clusters Score -533636.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -533638.375000 Penalty: 2508.540527
	Iteration 47Q: 3 clusters Score -533638.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -533640.812500 Penalty: 2508.540527
	Iteration 48Q: 3 clusters Score -533640.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -533641.062500 Penalty: 2508.540527
	Iteration 49Q: 3 clusters Score -533641.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -533643.187500 Penalty: 2508.540527
	Iteration 50Q: 3 clusters Score -533643.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -533644.687500 Penalty: 2508.540527
	Iteration 51Q: 3 clusters Score -533644.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -533645.687500 Penalty: 2508.540527
	Iteration 52Q: 3 clusters Score -533645.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -533647.437500 Penalty: 2508.540527
	Iteration 53Q: 3 clusters Score -533647.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -533647.750000 Penalty: 2508.540527
	Iteration 54Q: 3 clusters Score -533647.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -533647.562500 Penalty: 2508.540527
	Iteration 55Q: 3 clusters Score -533647.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -533649.062500 Penalty: 2508.540527
	Iteration 56Q: 3 clusters Score -533649.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -533650.437500 Penalty: 2508.540527
	Iteration 57Q: 3 clusters Score -533650.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -533650.687500 Penalty: 2508.540527
	Iteration 58Q: 3 clusters Score -533650.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -533651.312500 Penalty: 2508.540527
	Iteration 59Q: 3 clusters Score -533651.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -533651.312500 Penalty: 2508.540527
	Iteration 60F: 3 clusters Score -533651.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Entering Unmasked Estep 
Score: -60176.351562 Penalty: 964.458679
	Iteration 0F: 2 clusters Score -60176.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -59173.746094 Penalty: 1928.917358
	Iteration 0F: 3 clusters Score -59173.75 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -59398.812500 Penalty: 1928.917358
	Iteration 1F: 3 clusters Score -59398.81 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -59484.628906 Penalty: 1928.917358
	Iteration 2Q: 3 clusters Score -59484.63 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -59548.687500 Penalty: 1928.917358
	Iteration 3Q: 3 clusters Score -59548.69 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -59615.230469 Penalty: 1928.917358
	Iteration 4Q: 3 clusters Score -59615.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -59700.621094 Penalty: 1928.917358
	Iteration 5Q: 3 clusters Score -59700.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -59749.347656 Penalty: 1928.917358
	Iteration 6Q: 3 clusters Score -59749.35 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -59803.839844 Penalty: 1928.917358
	Iteration 7Q: 3 clusters Score -59803.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -59860.355469 Penalty: 1928.917358
	Iteration 8Q: 3 clusters Score -59860.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -59905.574219 Penalty: 1928.917358
	Iteration 9Q: 3 clusters Score -59905.57 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -59943.500000 Penalty: 1928.917358
	Iteration 10Q: 3 clusters Score -59943.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -59971.484375 Penalty: 1928.917358
	Iteration 11Q: 3 clusters Score -59971.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -59983.769531 Penalty: 1928.917358
	Iteration 12Q: 3 clusters Score -59983.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -59987.101562 Penalty: 1928.917358
	Iteration 13Q: 3 clusters Score -59987.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -59990.484375 Penalty: 1928.917358
	Iteration 14Q: 3 clusters Score -59990.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -59993.421875 Penalty: 1928.917358
	Iteration 15Q: 3 clusters Score -59993.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -59996.886719 Penalty: 1928.917358
	Iteration 16Q: 3 clusters Score -59996.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -59999.121094 Penalty: 1928.917358
	Iteration 17F: 3 clusters Score -59999.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -60048.417969 Penalty: 1928.917358
	Iteration 18Q: 3 clusters Score -60048.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -60059.542969 Penalty: 1928.917358
	Iteration 19Q: 3 clusters Score -60059.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -60063.585938 Penalty: 1928.917358
	Iteration 20F: 3 clusters Score -60063.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (10916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Entering Unmasked Estep 
Score: -1327814.500000 Penalty: 1383.540161
	Iteration 0F: 2 clusters Score -1327814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1320499.125000 Penalty: 2767.080322
	Iteration 0F: 3 clusters Score -1320499 nChanged 4606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1323052.000000 Penalty: 2767.080322
	Iteration 1F: 3 clusters Score -1323052 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1323374.750000 Penalty: 2767.080322
	Iteration 2F: 3 clusters Score -1323375 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1323643.750000 Penalty: 2767.080322
	Iteration 3Q: 3 clusters Score -1323644 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1323880.875000 Penalty: 2767.080322
	Iteration 4Q: 3 clusters Score -1323881 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1324150.750000 Penalty: 2767.080322
	Iteration 5Q: 3 clusters Score -1324151 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1324433.875000 Penalty: 2767.080322
	Iteration 6Q: 3 clusters Score -1324434 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1324772.500000 Penalty: 2767.080322
	Iteration 7Q: 3 clusters Score -1324772 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1325171.500000 Penalty: 2767.080322
	Iteration 8Q: 3 clusters Score -1325172 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1325652.125000 Penalty: 2767.080322
	Iteration 9F: 3 clusters Score -1325652 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1326071.625000 Penalty: 2767.080322
	Iteration 10F: 3 clusters Score -1326072 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1326406.875000 Penalty: 2767.080322
	Iteration 11Q: 3 clusters Score -1326407 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1326620.250000 Penalty: 2767.080322
	Iteration 12Q: 3 clusters Score -1326620 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1326763.875000 Penalty: 2767.080322
	Iteration 13Q: 3 clusters Score -1326764 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1326864.875000 Penalty: 2767.080322
	Iteration 14Q: 3 clusters Score -1326865 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1326944.750000 Penalty: 2767.080322
	Iteration 15Q: 3 clusters Score -1326945 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1327011.750000 Penalty: 2767.080322
	Iteration 16Q: 3 clusters Score -1327012 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1327064.000000 Penalty: 2767.080322
	Iteration 17Q: 3 clusters Score -1327064 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1327106.125000 Penalty: 2767.080322
	Iteration 18Q: 3 clusters Score -1327106 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1327137.500000 Penalty: 2767.080322
	Iteration 19Q: 3 clusters Score -1327138 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1327157.125000 Penalty: 2767.080322
	Iteration 20F: 3 clusters Score -1327157 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1327171.250000 Penalty: 2767.080322
	Iteration 21Q: 3 clusters Score -1327171 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1327187.500000 Penalty: 2767.080322
	Iteration 22Q: 3 clusters Score -1327188 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1327201.375000 Penalty: 2767.080322
	Iteration 23Q: 3 clusters Score -1327201 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1327228.375000 Penalty: 2767.080322
	Iteration 24Q: 3 clusters Score -1327228 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1327255.625000 Penalty: 2767.080322
	Iteration 25Q: 3 clusters Score -1327256 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1327283.250000 Penalty: 2767.080322
	Iteration 26Q: 3 clusters Score -1327283 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1327300.625000 Penalty: 2767.080322
	Iteration 27Q: 3 clusters Score -1327301 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1327313.250000 Penalty: 2767.080322
	Iteration 28Q: 3 clusters Score -1327313 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1327324.000000 Penalty: 2767.080322
	Iteration 29Q: 3 clusters Score -1327324 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1327326.750000 Penalty: 2767.080322
	Iteration 30Q: 3 clusters Score -1327327 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1327333.000000 Penalty: 2767.080322
	Iteration 31Q: 3 clusters Score -1327333 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1327339.625000 Penalty: 2767.080322
	Iteration 32Q: 3 clusters Score -1327340 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1327346.125000 Penalty: 2767.080322
	Iteration 33Q: 3 clusters Score -1327346 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1327350.625000 Penalty: 2767.080322
	Iteration 34Q: 3 clusters Score -1327351 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1327352.500000 Penalty: 2767.080322
	Iteration 35Q: 3 clusters Score -1327352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1327356.375000 Penalty: 2767.080322
	Iteration 36Q: 3 clusters Score -1327356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1327357.125000 Penalty: 2767.080322
	Iteration 37Q: 3 clusters Score -1327357 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1327358.125000 Penalty: 2767.080322
	Iteration 38Q: 3 clusters Score -1327358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1327357.625000 Penalty: 2767.080322
	Iteration 39Q: 3 clusters Score -1327358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1327361.375000 Penalty: 2767.080322
	Iteration 40F: 3 clusters Score -1327361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1327360.125000 Penalty: 2767.080322
	Iteration 41Q: 3 clusters Score -1327360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1327360.375000 Penalty: 2767.080322
	Iteration 42Q: 3 clusters Score -1327360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1327362.750000 Penalty: 2767.080322
	Iteration 43Q: 3 clusters Score -1327363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1327363.750000 Penalty: 2767.080322
	Iteration 44Q: 3 clusters Score -1327364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1327363.875000 Penalty: 2767.080322
	Iteration 45Q: 3 clusters Score -1327364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1327362.500000 Penalty: 2767.080322
	Iteration 46Q: 3 clusters Score -1327362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1327364.000000 Penalty: 2767.080322
	Iteration 47Q: 3 clusters Score -1327364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1327364.000000 Penalty: 2767.080322
	Iteration 48F: 3 clusters Score -1327364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Entering Unmasked Estep 
Score: -20432.458984 Penalty: 840.567383
	Iteration 0F: 2 clusters Score -20432.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -19777.572266 Penalty: 1681.134766
	Iteration 0F: 3 clusters Score -19777.57 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -19913.156250 Penalty: 1681.134766
	Iteration 1F: 3 clusters Score -19913.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -19950.587891 Penalty: 1681.134766
	Iteration 2Q: 3 clusters Score -19950.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -19980.212891 Penalty: 1681.134766
	Iteration 3Q: 3 clusters Score -19980.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -19999.976562 Penalty: 1681.134766
	Iteration 4Q: 3 clusters Score -19999.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -20005.880859 Penalty: 1681.134766
	Iteration 5Q: 3 clusters Score -20005.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -20017.472656 Penalty: 1681.134766
	Iteration 6Q: 3 clusters Score -20017.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -20017.472656 Penalty: 1681.134766
	Iteration 7F: 3 clusters Score -20017.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Entering Unmasked Estep 
Score: -132162.125000 Penalty: 1047.501465
	Iteration 0F: 2 clusters Score -132162.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -130790.046875 Penalty: 2095.002930
	Iteration 0F: 3 clusters Score -130790 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -131117.125000 Penalty: 2095.002930
	Iteration 1F: 3 clusters Score -131117.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -131202.453125 Penalty: 2095.002930
	Iteration 2F: 3 clusters Score -131202.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -131231.953125 Penalty: 2095.002930
	Iteration 3Q: 3 clusters Score -131232 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -131252.062500 Penalty: 2095.002930
	Iteration 4Q: 3 clusters Score -131252.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -131262.078125 Penalty: 2095.002930
	Iteration 5Q: 3 clusters Score -131262.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -131267.812500 Penalty: 2095.002930
	Iteration 6Q: 3 clusters Score -131267.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -131270.578125 Penalty: 2095.002930
	Iteration 7Q: 3 clusters Score -131270.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -131270.578125 Penalty: 2095.002930
	Iteration 8F: 3 clusters Score -131270.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Entering Unmasked Estep 
Score: -44557.851562 Penalty: 891.901489
	Iteration 0F: 2 clusters Score -44557.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -43764.593750 Penalty: 1783.802979
	Iteration 0F: 3 clusters Score -43764.59 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -43957.136719 Penalty: 1783.802979
	Iteration 1F: 3 clusters Score -43957.14 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -44087.226562 Penalty: 1783.802979
	Iteration 2F: 3 clusters Score -44087.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -44150.253906 Penalty: 1783.802979
	Iteration 3Q: 3 clusters Score -44150.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -44186.140625 Penalty: 1783.802979
	Iteration 4Q: 3 clusters Score -44186.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -44257.117188 Penalty: 1783.802979
	Iteration 5Q: 3 clusters Score -44257.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -44276.828125 Penalty: 1783.802979
	Iteration 6Q: 3 clusters Score -44276.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -44282.445312 Penalty: 1783.802979
	Iteration 7Q: 3 clusters Score -44282.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -44285.226562 Penalty: 1783.802979
	Iteration 8Q: 3 clusters Score -44285.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -44288.433594 Penalty: 1783.802979
	Iteration 9Q: 3 clusters Score -44288.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -44296.226562 Penalty: 1783.802979
	Iteration 10Q: 3 clusters Score -44296.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -44306.835938 Penalty: 1783.802979
	Iteration 11Q: 3 clusters Score -44306.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -44308.714844 Penalty: 1783.802979
	Iteration 12Q: 3 clusters Score -44308.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -44308.714844 Penalty: 1783.802979
	Iteration 13F: 3 clusters Score -44308.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Entering Unmasked Estep 
Score: -9760.527344 Penalty: 753.314148
	Iteration 0F: 2 clusters Score -9760.527 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 75 members 
Entering Unmasked Estep 
Score: -9262.958984 Penalty: 1506.628296
	Iteration 0F: 3 clusters Score -9262.959 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -9334.219727 Penalty: 1506.628296
	Iteration 1F: 3 clusters Score -9334.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -9353.119141 Penalty: 1506.628296
	Iteration 2Q: 3 clusters Score -9353.119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -9357.996094 Penalty: 1506.628296
	Iteration 3Q: 3 clusters Score -9357.996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -9366.323242 Penalty: 1506.628296
	Iteration 4Q: 3 clusters Score -9366.323 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -9366.323242 Penalty: 1506.628296
	Iteration 5F: 3 clusters Score -9366.323 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Entering Unmasked Estep 
Score: -26646.306641 Penalty: 846.221985
	Iteration 0F: 2 clusters Score -26646.31 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 144 members 
Entering Unmasked Estep 
Score: -25938.367188 Penalty: 1692.443970
	Iteration 0F: 3 clusters Score -25938.37 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -26076.283203 Penalty: 1692.443970
	Iteration 1F: 3 clusters Score -26076.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -26131.693359 Penalty: 1692.443970
	Iteration 2Q: 3 clusters Score -26131.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -26144.728516 Penalty: 1692.443970
	Iteration 3Q: 3 clusters Score -26144.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -26150.943359 Penalty: 1692.443970
	Iteration 4Q: 3 clusters Score -26150.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -26152.863281 Penalty: 1692.443970
	Iteration 5Q: 3 clusters Score -26152.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -26152.863281 Penalty: 1692.443970
	Iteration 6F: 3 clusters Score -26152.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (35709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35709 members 
Entering Unmasked Estep 
Score: -4480234.000000 Penalty: 1559.893921
	Iteration 0F: 2 clusters Score -4480234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -4457011.500000 Penalty: 3119.787842
	Iteration 0F: 3 clusters Score -4457012 nChanged 16236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -4465971.000000 Penalty: 3119.787842
	Iteration 1F: 3 clusters Score -4465971 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -4466346.500000 Penalty: 3119.787842
	Iteration 2Q: 3 clusters Score -4466346 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -4466683.000000 Penalty: 3119.787842
	Iteration 3Q: 3 clusters Score -4466683 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -4466920.500000 Penalty: 3119.787842
	Iteration 4Q: 3 clusters Score -4466920 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -4467126.500000 Penalty: 3119.787842
	Iteration 5Q: 3 clusters Score -4467126 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 19471 members 
Entering Unmasked Estep 
Score: -4467342.000000 Penalty: 3119.787842
	Iteration 6Q: 3 clusters Score -4467342 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -4467562.000000 Penalty: 3119.787842
	Iteration 7Q: 3 clusters Score -4467562 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -4467842.000000 Penalty: 3119.787842
	Iteration 8Q: 3 clusters Score -4467842 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 21827 members 
Entering Unmasked Estep 
Score: -4468237.000000 Penalty: 3119.787842
	Iteration 9Q: 3 clusters Score -4468237 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 23182 members 
Entering Unmasked Estep 
Score: -4468839.000000 Penalty: 3119.787842
	Iteration 10Q: 3 clusters Score -4468839 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 24933 members 
Entering Unmasked Estep 
Score: -4469810.000000 Penalty: 3119.787842
	Iteration 11Q: 3 clusters Score -4469810 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 27142 members 
Entering Unmasked Estep 
Score: -4471321.000000 Penalty: 3119.787842
	Iteration 12F: 3 clusters Score -4471321 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 29695 members 
Entering Unmasked Estep 
Score: -4473395.000000 Penalty: 3119.787842
	Iteration 13F: 3 clusters Score -4473395 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 32110 members 
Entering Unmasked Estep 
Score: -4475607.500000 Penalty: 3119.787842
	Iteration 14F: 3 clusters Score -4475608 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 33876 members 
Entering Unmasked Estep 
Score: -4477324.500000 Penalty: 3119.787842
	Iteration 15Q: 3 clusters Score -4477324 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 34833 members 
Entering Unmasked Estep 
Score: -4478205.500000 Penalty: 3119.787842
	Iteration 16Q: 3 clusters Score -4478206 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 35236 members 
Entering Unmasked Estep 
Score: -4478631.500000 Penalty: 3119.787842
	Iteration 17Q: 3 clusters Score -4478632 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 35387 members 
Entering Unmasked Estep 
Score: -4478795.500000 Penalty: 3119.787842
	Iteration 18Q: 3 clusters Score -4478796 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 35435 members 
Entering Unmasked Estep 
Score: -4478858.000000 Penalty: 3119.787842
	Iteration 19Q: 3 clusters Score -4478858 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 35458 members 
Entering Unmasked Estep 
Score: -4478890.000000 Penalty: 3119.787842
	Iteration 20F: 3 clusters Score -4478890 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 35476 members 
Entering Unmasked Estep 
Score: -4478919.000000 Penalty: 3119.787842
	Iteration 21Q: 3 clusters Score -4478919 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 35482 members 
Entering Unmasked Estep 
Score: -4478932.500000 Penalty: 3119.787842
	Iteration 22Q: 3 clusters Score -4478932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 35484 members 
Entering Unmasked Estep 
Score: -4478941.500000 Penalty: 3119.787842
	Iteration 23Q: 3 clusters Score -4478942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 35489 members 
Entering Unmasked Estep 
Score: -4478955.000000 Penalty: 3119.787842
	Iteration 24Q: 3 clusters Score -4478955 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 35497 members 
Entering Unmasked Estep 
Score: -4478963.000000 Penalty: 3119.787842
	Iteration 25Q: 3 clusters Score -4478963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 35503 members 
Entering Unmasked Estep 
Score: -4478977.500000 Penalty: 3119.787842
	Iteration 26Q: 3 clusters Score -4478978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 35503 members 
Entering Unmasked Estep 
Score: -4478976.500000 Penalty: 3119.787842
	Iteration 27Q: 3 clusters Score -4478976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 35505 members 
Entering Unmasked Estep 
Score: -4478985.000000 Penalty: 3119.787842
	Iteration 28Q: 3 clusters Score -4478985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 35508 members 
Entering Unmasked Estep 
Score: -4478995.000000 Penalty: 3119.787842
	Iteration 29Q: 3 clusters Score -4478995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 35508 members 
Entering Unmasked Estep 
Score: -4478995.000000 Penalty: 3119.787842
	Iteration 30F: 3 clusters Score -4478995 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (60628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60628 members 
Entering Unmasked Estep 
Score: -7721407.500000 Penalty: 1638.661865
	Iteration 0F: 2 clusters Score -7721408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30383 members 
Mstep: Class 2 contains 30245 members 
Entering Unmasked Estep 
Score: -7683623.000000 Penalty: 3277.323730
	Iteration 0F: 3 clusters Score -7683623 nChanged 28228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30123 members 
Mstep: Class 2 contains 30505 members 
Entering Unmasked Estep 
Score: -7699318.500000 Penalty: 3277.323730
	Iteration 1F: 3 clusters Score -7699318 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30142 members 
Mstep: Class 2 contains 30486 members 
Entering Unmasked Estep 
Score: -7699948.500000 Penalty: 3277.323730
	Iteration 2Q: 3 clusters Score -7699948 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30182 members 
Mstep: Class 2 contains 30446 members 
Entering Unmasked Estep 
Score: -7700499.500000 Penalty: 3277.323730
	Iteration 3Q: 3 clusters Score -7700500 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30233 members 
Mstep: Class 2 contains 30395 members 
Entering Unmasked Estep 
Score: -7701169.500000 Penalty: 3277.323730
	Iteration 4Q: 3 clusters Score -7701170 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30304 members 
Mstep: Class 2 contains 30324 members 
Entering Unmasked Estep 
Score: -7702008.500000 Penalty: 3277.323730
	Iteration 5Q: 3 clusters Score -7702008 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30470 members 
Mstep: Class 2 contains 30158 members 
Entering Unmasked Estep 
Score: -7702797.500000 Penalty: 3277.323730
	Iteration 6Q: 3 clusters Score -7702798 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30766 members 
Mstep: Class 2 contains 29862 members 
Entering Unmasked Estep 
Score: -7703699.000000 Penalty: 3277.323730
	Iteration 7Q: 3 clusters Score -7703699 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31156 members 
Mstep: Class 2 contains 29472 members 
Entering Unmasked Estep 
Score: -7704586.500000 Penalty: 3277.323730
	Iteration 8Q: 3 clusters Score -7704586 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31622 members 
Mstep: Class 2 contains 29006 members 
Entering Unmasked Estep 
Score: -7705522.000000 Penalty: 3277.323730
	Iteration 9Q: 3 clusters Score -7705522 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32213 members 
Mstep: Class 2 contains 28415 members 
Entering Unmasked Estep 
Score: -7706468.500000 Penalty: 3277.323730
	Iteration 10Q: 3 clusters Score -7706468 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32997 members 
Mstep: Class 2 contains 27631 members 
Entering Unmasked Estep 
Score: -7707335.500000 Penalty: 3277.323730
	Iteration 11Q: 3 clusters Score -7707336 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34005 members 
Mstep: Class 2 contains 26623 members 
Entering Unmasked Estep 
Score: -7708156.000000 Penalty: 3277.323730
	Iteration 12Q: 3 clusters Score -7708156 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35265 members 
Mstep: Class 2 contains 25363 members 
Entering Unmasked Estep 
Score: -7708981.000000 Penalty: 3277.323730
	Iteration 13Q: 3 clusters Score -7708981 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36791 members 
Mstep: Class 2 contains 23837 members 
Entering Unmasked Estep 
Score: -7709920.000000 Penalty: 3277.323730
	Iteration 14Q: 3 clusters Score -7709920 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38611 members 
Mstep: Class 2 contains 22017 members 
Entering Unmasked Estep 
Score: -7710942.000000 Penalty: 3277.323730
	Iteration 15Q: 3 clusters Score -7710942 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40664 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -7711978.500000 Penalty: 3277.323730
	Iteration 16Q: 3 clusters Score -7711978 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42853 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -7713122.500000 Penalty: 3277.323730
	Iteration 17Q: 3 clusters Score -7713122 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45197 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -7714280.000000 Penalty: 3277.323730
	Iteration 18Q: 3 clusters Score -7714280 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47551 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -7715527.000000 Penalty: 3277.323730
	Iteration 19Q: 3 clusters Score -7715527 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49790 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -7716715.500000 Penalty: 3277.323730
	Iteration 20F: 3 clusters Score -7716716 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51754 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -7717794.500000 Penalty: 3277.323730
	Iteration 21Q: 3 clusters Score -7717794 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53393 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -7718629.500000 Penalty: 3277.323730
	Iteration 22Q: 3 clusters Score -7718630 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54712 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -7719367.500000 Penalty: 3277.323730
	Iteration 23Q: 3 clusters Score -7719368 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55735 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -7719883.500000 Penalty: 3277.323730
	Iteration 24Q: 3 clusters Score -7719884 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56451 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -7720228.500000 Penalty: 3277.323730
	Iteration 25Q: 3 clusters Score -7720228 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56958 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -7720425.500000 Penalty: 3277.323730
	Iteration 26Q: 3 clusters Score -7720426 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57331 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -7720551.000000 Penalty: 3277.323730
	Iteration 27Q: 3 clusters Score -7720551 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57606 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -7720658.500000 Penalty: 3277.323730
	Iteration 28Q: 3 clusters Score -7720658 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57809 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -7720718.500000 Penalty: 3277.323730
	Iteration 29Q: 3 clusters Score -7720718 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57953 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -7720748.000000 Penalty: 3277.323730
	Iteration 30Q: 3 clusters Score -7720748 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58070 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -7720792.500000 Penalty: 3277.323730
	Iteration 31Q: 3 clusters Score -7720792 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58172 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -7720817.500000 Penalty: 3277.323730
	Iteration 32Q: 3 clusters Score -7720818 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58267 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -7720844.500000 Penalty: 3277.323730
	Iteration 33Q: 3 clusters Score -7720844 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58340 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -7720864.500000 Penalty: 3277.323730
	Iteration 34Q: 3 clusters Score -7720864 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58402 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -7720882.500000 Penalty: 3277.323730
	Iteration 35Q: 3 clusters Score -7720882 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58446 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -7720906.000000 Penalty: 3277.323730
	Iteration 36Q: 3 clusters Score -7720906 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58477 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -7720907.500000 Penalty: 3277.323730
	Iteration 37Q: 3 clusters Score -7720908 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58494 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -7720907.500000 Penalty: 3277.323730
	Iteration 38Q: 3 clusters Score -7720908 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58517 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -7720918.000000 Penalty: 3277.323730
	Iteration 39Q: 3 clusters Score -7720918 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58532 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -7720922.500000 Penalty: 3277.323730
	Iteration 40F: 3 clusters Score -7720922 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58546 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -7720932.500000 Penalty: 3277.323730
	Iteration 41Q: 3 clusters Score -7720932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58558 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -7720939.500000 Penalty: 3277.323730
	Iteration 42Q: 3 clusters Score -7720940 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58566 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -7720943.500000 Penalty: 3277.323730
	Iteration 43Q: 3 clusters Score -7720944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58572 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -7720944.000000 Penalty: 3277.323730
	Iteration 44Q: 3 clusters Score -7720944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58578 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -7720948.000000 Penalty: 3277.323730
	Iteration 45Q: 3 clusters Score -7720948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58581 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -7720956.000000 Penalty: 3277.323730
	Iteration 46Q: 3 clusters Score -7720956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58584 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -7720952.500000 Penalty: 3277.323730
	Iteration 47Q: 3 clusters Score -7720952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58586 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -7720956.000000 Penalty: 3277.323730
	Iteration 48Q: 3 clusters Score -7720956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58587 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -7720958.500000 Penalty: 3277.323730
	Iteration 49Q: 3 clusters Score -7720958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58588 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -7720948.500000 Penalty: 3277.323730
	Iteration 50Q: 3 clusters Score -7720948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58592 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -7720950.500000 Penalty: 3277.323730
	Iteration 51Q: 3 clusters Score -7720950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58592 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -7720956.500000 Penalty: 3277.323730
	Iteration 52Q: 3 clusters Score -7720956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58592 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -7720956.500000 Penalty: 3277.323730
	Iteration 53F: 3 clusters Score -7720956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (6941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Entering Unmasked Estep 
Score: -863390.312500 Penalty: 1316.166016
	Iteration 0F: 2 clusters Score -863390.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -858634.562500 Penalty: 2632.332031
	Iteration 0F: 3 clusters Score -858634.6 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -860099.875000 Penalty: 2632.332031
	Iteration 1F: 3 clusters Score -860099.9 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -860381.500000 Penalty: 2632.332031
	Iteration 2F: 3 clusters Score -860381.5 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -860597.937500 Penalty: 2632.332031
	Iteration 3F: 3 clusters Score -860597.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -860749.375000 Penalty: 2632.332031
	Iteration 4Q: 3 clusters Score -860749.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -860890.750000 Penalty: 2632.332031
	Iteration 5Q: 3 clusters Score -860890.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -861020.312500 Penalty: 2632.332031
	Iteration 6Q: 3 clusters Score -861020.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -861113.312500 Penalty: 2632.332031
	Iteration 7Q: 3 clusters Score -861113.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -861211.062500 Penalty: 2632.332031
	Iteration 8Q: 3 clusters Score -861211.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -861296.375000 Penalty: 2632.332031
	Iteration 9Q: 3 clusters Score -861296.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -861383.312500 Penalty: 2632.332031
	Iteration 10Q: 3 clusters Score -861383.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -861477.750000 Penalty: 2632.332031
	Iteration 11Q: 3 clusters Score -861477.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -861567.000000 Penalty: 2632.332031
	Iteration 12Q: 3 clusters Score -861567 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -861652.062500 Penalty: 2632.332031
	Iteration 13Q: 3 clusters Score -861652.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -861724.500000 Penalty: 2632.332031
	Iteration 14Q: 3 clusters Score -861724.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -861784.437500 Penalty: 2632.332031
	Iteration 15Q: 3 clusters Score -861784.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -861847.562500 Penalty: 2632.332031
	Iteration 16Q: 3 clusters Score -861847.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -861897.812500 Penalty: 2632.332031
	Iteration 17Q: 3 clusters Score -861897.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -861958.312500 Penalty: 2632.332031
	Iteration 18Q: 3 clusters Score -861958.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -862019.375000 Penalty: 2632.332031
	Iteration 19Q: 3 clusters Score -862019.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -862076.375000 Penalty: 2632.332031
	Iteration 20F: 3 clusters Score -862076.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -862128.687500 Penalty: 2632.332031
	Iteration 21Q: 3 clusters Score -862128.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -862161.125000 Penalty: 2632.332031
	Iteration 22Q: 3 clusters Score -862161.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -862187.625000 Penalty: 2632.332031
	Iteration 23Q: 3 clusters Score -862187.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -862212.312500 Penalty: 2632.332031
	Iteration 24Q: 3 clusters Score -862212.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -862234.312500 Penalty: 2632.332031
	Iteration 25Q: 3 clusters Score -862234.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -862247.875000 Penalty: 2632.332031
	Iteration 26Q: 3 clusters Score -862247.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -862258.937500 Penalty: 2632.332031
	Iteration 27Q: 3 clusters Score -862258.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -862274.000000 Penalty: 2632.332031
	Iteration 28Q: 3 clusters Score -862274 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -862287.812500 Penalty: 2632.332031
	Iteration 29Q: 3 clusters Score -862287.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -862310.562500 Penalty: 2632.332031
	Iteration 30Q: 3 clusters Score -862310.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -862331.687500 Penalty: 2632.332031
	Iteration 31Q: 3 clusters Score -862331.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -862348.062500 Penalty: 2632.332031
	Iteration 32Q: 3 clusters Score -862348.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -862365.812500 Penalty: 2632.332031
	Iteration 33Q: 3 clusters Score -862365.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -862385.625000 Penalty: 2632.332031
	Iteration 34Q: 3 clusters Score -862385.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -862402.937500 Penalty: 2632.332031
	Iteration 35Q: 3 clusters Score -862402.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -862419.937500 Penalty: 2632.332031
	Iteration 36Q: 3 clusters Score -862419.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -862438.437500 Penalty: 2632.332031
	Iteration 37Q: 3 clusters Score -862438.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -862455.625000 Penalty: 2632.332031
	Iteration 38Q: 3 clusters Score -862455.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -862465.562500 Penalty: 2632.332031
	Iteration 39Q: 3 clusters Score -862465.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -862477.312500 Penalty: 2632.332031
	Iteration 40F: 3 clusters Score -862477.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -862488.562500 Penalty: 2632.332031
	Iteration 41Q: 3 clusters Score -862488.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -862500.875000 Penalty: 2632.332031
	Iteration 42Q: 3 clusters Score -862500.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -862507.500000 Penalty: 2632.332031
	Iteration 43Q: 3 clusters Score -862507.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -862516.937500 Penalty: 2632.332031
	Iteration 44Q: 3 clusters Score -862516.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -862522.562500 Penalty: 2632.332031
	Iteration 45Q: 3 clusters Score -862522.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -862531.812500 Penalty: 2632.332031
	Iteration 46Q: 3 clusters Score -862531.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -862532.812500 Penalty: 2632.332031
	Iteration 47Q: 3 clusters Score -862532.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -862535.625000 Penalty: 2632.332031
	Iteration 48Q: 3 clusters Score -862535.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -862538.875000 Penalty: 2632.332031
	Iteration 49Q: 3 clusters Score -862538.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -862537.000000 Penalty: 2632.332031
	Iteration 50Q: 3 clusters Score -862537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -862539.250000 Penalty: 2632.332031
	Iteration 51Q: 3 clusters Score -862539.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -862539.187500 Penalty: 2632.332031
	Iteration 52Q: 3 clusters Score -862539.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -862539.250000 Penalty: 2632.332031
	Iteration 53Q: 3 clusters Score -862539.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -862539.250000 Penalty: 2632.332031
	Iteration 54F: 3 clusters Score -862539.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (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: -21138.449219 Penalty: 819.193359
	Iteration 0F: 2 clusters Score -21138.45 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: -20559.435547 Penalty: 1638.386719
	Iteration 0F: 3 clusters Score -20559.44 nChanged 35
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: -20706.123047 Penalty: 1638.386719
	Iteration 1F: 3 clusters Score -20706.12 nChanged 8
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: -20739.087891 Penalty: 1638.386719
	Iteration 2Q: 3 clusters Score -20739.09 nChanged 2
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: -20743.931641 Penalty: 1638.386719
	Iteration 3Q: 3 clusters Score -20743.93 nChanged 2
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: -20753.304688 Penalty: 1638.386719
	Iteration 4Q: 3 clusters Score -20753.3 nChanged 2
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: -20764.179688 Penalty: 1638.386719
	Iteration 5Q: 3 clusters Score -20764.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -20781.962891 Penalty: 1638.386719
	Iteration 6Q: 3 clusters Score -20781.96 nChanged 1
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: -20790.839844 Penalty: 1638.386719
	Iteration 7Q: 3 clusters Score -20790.84 nChanged 2
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: -20801.470703 Penalty: 1638.386719
	Iteration 8Q: 3 clusters Score -20801.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -20809.902344 Penalty: 1638.386719
	Iteration 9Q: 3 clusters Score -20809.9 nChanged 1
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: -20812.132812 Penalty: 1638.386719
	Iteration 10Q: 3 clusters Score -20812.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -20813.490234 Penalty: 1638.386719
	Iteration 11Q: 3 clusters Score -20813.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -20813.490234 Penalty: 1638.386719
	Iteration 12F: 3 clusters Score -20813.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Entering Unmasked Estep 
Score: -14879.831055 Penalty: 803.918457
	Iteration 0F: 2 clusters Score -14879.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -14274.544922 Penalty: 1607.836914
	Iteration 0F: 3 clusters Score -14274.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -14352.643555 Penalty: 1607.836914
	Iteration 1F: 3 clusters Score -14352.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -14392.374023 Penalty: 1607.836914
	Iteration 2Q: 3 clusters Score -14392.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -14440.915039 Penalty: 1607.836914
	Iteration 3Q: 3 clusters Score -14440.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -14483.396484 Penalty: 1607.836914
	Iteration 4Q: 3 clusters Score -14483.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -14483.396484 Penalty: 1607.836914
	Iteration 5F: 3 clusters Score -14483.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (10176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Entering Unmasked Estep 
Score: -1293974.375000 Penalty: 1373.094727
	Iteration 0F: 2 clusters Score -1293974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1287130.125000 Penalty: 2746.189453
	Iteration 0F: 3 clusters Score -1287130 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1289303.875000 Penalty: 2746.189453
	Iteration 1F: 3 clusters Score -1289304 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1289553.250000 Penalty: 2746.189453
	Iteration 2F: 3 clusters Score -1289553 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1289723.250000 Penalty: 2746.189453
	Iteration 3Q: 3 clusters Score -1289723 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1289843.875000 Penalty: 2746.189453
	Iteration 4Q: 3 clusters Score -1289844 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1289929.625000 Penalty: 2746.189453
	Iteration 5Q: 3 clusters Score -1289930 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1290004.750000 Penalty: 2746.189453
	Iteration 6Q: 3 clusters Score -1290005 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1290069.625000 Penalty: 2746.189453
	Iteration 7Q: 3 clusters Score -1290070 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1290123.750000 Penalty: 2746.189453
	Iteration 8Q: 3 clusters Score -1290124 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1290166.750000 Penalty: 2746.189453
	Iteration 9Q: 3 clusters Score -1290167 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1290208.500000 Penalty: 2746.189453
	Iteration 10Q: 3 clusters Score -1290208 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1290233.125000 Penalty: 2746.189453
	Iteration 11Q: 3 clusters Score -1290233 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1290259.250000 Penalty: 2746.189453
	Iteration 12Q: 3 clusters Score -1290259 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1290282.875000 Penalty: 2746.189453
	Iteration 13Q: 3 clusters Score -1290283 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1290303.125000 Penalty: 2746.189453
	Iteration 14Q: 3 clusters Score -1290303 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1290325.000000 Penalty: 2746.189453
	Iteration 15Q: 3 clusters Score -1290325 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1290343.375000 Penalty: 2746.189453
	Iteration 16Q: 3 clusters Score -1290343 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1290360.000000 Penalty: 2746.189453
	Iteration 17Q: 3 clusters Score -1290360 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1290378.625000 Penalty: 2746.189453
	Iteration 18Q: 3 clusters Score -1290379 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1290391.000000 Penalty: 2746.189453
	Iteration 19Q: 3 clusters Score -1290391 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1290410.250000 Penalty: 2746.189453
	Iteration 20F: 3 clusters Score -1290410 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1290435.125000 Penalty: 2746.189453
	Iteration 21Q: 3 clusters Score -1290435 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1290461.375000 Penalty: 2746.189453
	Iteration 22Q: 3 clusters Score -1290461 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1290490.375000 Penalty: 2746.189453
	Iteration 23Q: 3 clusters Score -1290490 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1290533.875000 Penalty: 2746.189453
	Iteration 24Q: 3 clusters Score -1290534 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1290585.375000 Penalty: 2746.189453
	Iteration 25Q: 3 clusters Score -1290585 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1290645.000000 Penalty: 2746.189453
	Iteration 26Q: 3 clusters Score -1290645 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1290710.875000 Penalty: 2746.189453
	Iteration 27Q: 3 clusters Score -1290711 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1290798.500000 Penalty: 2746.189453
	Iteration 28Q: 3 clusters Score -1290798 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1290901.750000 Penalty: 2746.189453
	Iteration 29Q: 3 clusters Score -1290902 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1291031.500000 Penalty: 2746.189453
	Iteration 30Q: 3 clusters Score -1291032 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1291180.875000 Penalty: 2746.189453
	Iteration 31Q: 3 clusters Score -1291181 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1291354.750000 Penalty: 2746.189453
	Iteration 32Q: 3 clusters Score -1291355 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1291558.500000 Penalty: 2746.189453
	Iteration 33Q: 3 clusters Score -1291558 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1291786.625000 Penalty: 2746.189453
	Iteration 34Q: 3 clusters Score -1291787 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1292014.000000 Penalty: 2746.189453
	Iteration 35Q: 3 clusters Score -1292014 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1292234.750000 Penalty: 2746.189453
	Iteration 36Q: 3 clusters Score -1292235 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1292409.000000 Penalty: 2746.189453
	Iteration 37Q: 3 clusters Score -1292409 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1292523.375000 Penalty: 2746.189453
	Iteration 38Q: 3 clusters Score -1292523 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1292607.875000 Penalty: 2746.189453
	Iteration 39Q: 3 clusters Score -1292608 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -1292677.125000 Penalty: 2746.189453
	Iteration 40F: 3 clusters Score -1292677 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1292731.375000 Penalty: 2746.189453
	Iteration 41Q: 3 clusters Score -1292731 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1292767.625000 Penalty: 2746.189453
	Iteration 42Q: 3 clusters Score -1292768 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1292793.250000 Penalty: 2746.189453
	Iteration 43Q: 3 clusters Score -1292793 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1292807.500000 Penalty: 2746.189453
	Iteration 44Q: 3 clusters Score -1292808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1292824.625000 Penalty: 2746.189453
	Iteration 45Q: 3 clusters Score -1292825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1292833.875000 Penalty: 2746.189453
	Iteration 46Q: 3 clusters Score -1292834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -1292843.125000 Penalty: 2746.189453
	Iteration 47Q: 3 clusters Score -1292843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1292846.125000 Penalty: 2746.189453
	Iteration 48Q: 3 clusters Score -1292846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -1292851.875000 Penalty: 2746.189453
	Iteration 49Q: 3 clusters Score -1292852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1292855.625000 Penalty: 2746.189453
	Iteration 50Q: 3 clusters Score -1292856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1292859.875000 Penalty: 2746.189453
	Iteration 51Q: 3 clusters Score -1292860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -1292865.750000 Penalty: 2746.189453
	Iteration 52Q: 3 clusters Score -1292866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1292872.250000 Penalty: 2746.189453
	Iteration 53Q: 3 clusters Score -1292872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1292879.750000 Penalty: 2746.189453
	Iteration 54Q: 3 clusters Score -1292880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -1292882.125000 Penalty: 2746.189453
	Iteration 55Q: 3 clusters Score -1292882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1292887.750000 Penalty: 2746.189453
	Iteration 56Q: 3 clusters Score -1292888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -1292890.875000 Penalty: 2746.189453
	Iteration 57Q: 3 clusters Score -1292891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1292891.750000 Penalty: 2746.189453
	Iteration 58Q: 3 clusters Score -1292892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1292896.375000 Penalty: 2746.189453
	Iteration 59Q: 3 clusters Score -1292896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -1292898.625000 Penalty: 2746.189453
	Iteration 60F: 3 clusters Score -1292899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1292900.875000 Penalty: 2746.189453
	Iteration 61Q: 3 clusters Score -1292901 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1292900.875000 Penalty: 2746.189453
	Iteration 62F: 3 clusters Score -1292901 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 6958 members 
Mstep: Class 3 contains 28307 members 
Mstep: Class 4 contains 34966 members 
Mstep: Class 5 contains 50234 members 
Mstep: Class 6 contains 24131 members 
Mstep: Class 7 contains 18109 members 
Mstep: Class 8 contains 8907 members 
Mstep: Class 9 contains 71396 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 47592 members 
Mstep: Class 13 contains 34462 members 
Mstep: Class 14 contains 3258 members 
Mstep: Class 15 contains 5693 members 
Mstep: Class 16 contains 17774 members 
Mstep: Class 17 contains 10373 members 
Mstep: Class 18 contains 30605 members 
Mstep: Class 19 contains 16222 members 
Mstep: Class 20 contains 1836 members 
Mstep: Class 21 contains 1364 members 
Mstep: Class 22 contains 8774 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11833 members 
Mstep: Class 25 contains 6069 members 
Mstep: Class 26 contains 41223 members 
Mstep: Class 27 contains 22491 members 
Mstep: Class 28 contains 5249 members 
Mstep: Class 29 contains 4579 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10916 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35709 members 
Mstep: Class 38 contains 60628 members 
Mstep: Class 39 contains 6941 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80999480.000000 Penalty: 85805.187500
Iteration 319Q: 44 clusters Score -8.099948e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 6958 members 
Mstep: Class 3 contains 28235 members 
Mstep: Class 4 contains 34965 members 
Mstep: Class 5 contains 50228 members 
Mstep: Class 6 contains 24131 members 
Mstep: Class 7 contains 18106 members 
Mstep: Class 8 contains 8906 members 
Mstep: Class 9 contains 71285 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 47984 members 
Mstep: Class 13 contains 34462 members 
Mstep: Class 14 contains 3258 members 
Mstep: Class 15 contains 5691 members 
Mstep: Class 16 contains 17775 members 
Mstep: Class 17 contains 10376 members 
Mstep: Class 18 contains 30566 members 
Mstep: Class 19 contains 16222 members 
Mstep: Class 20 contains 1836 members 
Mstep: Class 21 contains 1363 members 
Mstep: Class 22 contains 8774 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11836 members 
Mstep: Class 25 contains 6058 members 
Mstep: Class 26 contains 41201 members 
Mstep: Class 27 contains 22491 members 
Mstep: Class 28 contains 5248 members 
Mstep: Class 29 contains 4579 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10918 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35705 members 
Mstep: Class 38 contains 60619 members 
Mstep: Class 39 contains 6826 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10175 members 
Mstep: Class 43 contains 2886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80999864.000000 Penalty: 85805.187500
Iteration 320F: 44 clusters Score -8.099986e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 6959 members 
Mstep: Class 3 contains 28191 members 
Mstep: Class 4 contains 34966 members 
Mstep: Class 5 contains 50220 members 
Mstep: Class 6 contains 24132 members 
Mstep: Class 7 contains 18103 members 
Mstep: Class 8 contains 8906 members 
Mstep: Class 9 contains 71173 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48073 members 
Mstep: Class 13 contains 34463 members 
Mstep: Class 14 contains 3259 members 
Mstep: Class 15 contains 5689 members 
Mstep: Class 16 contains 17774 members 
Mstep: Class 17 contains 10376 members 
Mstep: Class 18 contains 30535 members 
Mstep: Class 19 contains 16224 members 
Mstep: Class 20 contains 1836 members 
Mstep: Class 21 contains 1364 members 
Mstep: Class 22 contains 8774 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11845 members 
Mstep: Class 25 contains 6056 members 
Mstep: Class 26 contains 41184 members 
Mstep: Class 27 contains 22491 members 
Mstep: Class 28 contains 5246 members 
Mstep: Class 29 contains 4579 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10923 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35696 members 
Mstep: Class 38 contains 60621 members 
Mstep: Class 39 contains 6718 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10174 members 
Mstep: Class 43 contains 3113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80999776.000000 Penalty: 85805.187500
Iteration 321Q: 44 clusters Score -8.099978e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 6960 members 
Mstep: Class 3 contains 28147 members 
Mstep: Class 4 contains 34967 members 
Mstep: Class 5 contains 50207 members 
Mstep: Class 6 contains 24132 members 
Mstep: Class 7 contains 18101 members 
Mstep: Class 8 contains 8906 members 
Mstep: Class 9 contains 71172 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48100 members 
Mstep: Class 13 contains 34462 members 
Mstep: Class 14 contains 3261 members 
Mstep: Class 15 contains 5685 members 
Mstep: Class 16 contains 17776 members 
Mstep: Class 17 contains 10377 members 
Mstep: Class 18 contains 30525 members 
Mstep: Class 19 contains 16224 members 
Mstep: Class 20 contains 1837 members 
Mstep: Class 21 contains 1365 members 
Mstep: Class 22 contains 8774 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11850 members 
Mstep: Class 25 contains 6055 members 
Mstep: Class 26 contains 41165 members 
Mstep: Class 27 contains 22492 members 
Mstep: Class 28 contains 5244 members 
Mstep: Class 29 contains 4579 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10923 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35687 members 
Mstep: Class 38 contains 60633 members 
Mstep: Class 39 contains 6614 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10174 members 
Mstep: Class 43 contains 3269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80999928.000000 Penalty: 85805.187500
Iteration 322Q: 44 clusters Score -8.099993e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 6960 members 
Mstep: Class 3 contains 28112 members 
Mstep: Class 4 contains 34969 members 
Mstep: Class 5 contains 50183 members 
Mstep: Class 6 contains 24131 members 
Mstep: Class 7 contains 18096 members 
Mstep: Class 8 contains 8906 members 
Mstep: Class 9 contains 71221 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48103 members 
Mstep: Class 13 contains 34462 members 
Mstep: Class 14 contains 3265 members 
Mstep: Class 15 contains 5680 members 
Mstep: Class 16 contains 17776 members 
Mstep: Class 17 contains 10378 members 
Mstep: Class 18 contains 30513 members 
Mstep: Class 19 contains 16224 members 
Mstep: Class 20 contains 1837 members 
Mstep: Class 21 contains 1365 members 
Mstep: Class 22 contains 8774 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11858 members 
Mstep: Class 25 contains 6055 members 
Mstep: Class 26 contains 41154 members 
Mstep: Class 27 contains 22493 members 
Mstep: Class 28 contains 5243 members 
Mstep: Class 29 contains 4579 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10923 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35684 members 
Mstep: Class 38 contains 60637 members 
Mstep: Class 39 contains 6523 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10175 members 
Mstep: Class 43 contains 3384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81000032.000000 Penalty: 85805.187500
Iteration 323Q: 44 clusters Score -8.100003e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 6960 members 
Mstep: Class 3 contains 28067 members 
Mstep: Class 4 contains 34970 members 
Mstep: Class 5 contains 50171 members 
Mstep: Class 6 contains 24129 members 
Mstep: Class 7 contains 18097 members 
Mstep: Class 8 contains 8906 members 
Mstep: Class 9 contains 71307 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48086 members 
Mstep: Class 13 contains 34461 members 
Mstep: Class 14 contains 3266 members 
Mstep: Class 15 contains 5678 members 
Mstep: Class 16 contains 17777 members 
Mstep: Class 17 contains 10382 members 
Mstep: Class 18 contains 30502 members 
Mstep: Class 19 contains 16224 members 
Mstep: Class 20 contains 1837 members 
Mstep: Class 21 contains 1365 members 
Mstep: Class 22 contains 8775 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11867 members 
Mstep: Class 25 contains 6055 members 
Mstep: Class 26 contains 41146 members 
Mstep: Class 27 contains 22494 members 
Mstep: Class 28 contains 5241 members 
Mstep: Class 29 contains 4579 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10923 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35678 members 
Mstep: Class 38 contains 60632 members 
Mstep: Class 39 contains 6446 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10174 members 
Mstep: Class 43 contains 3468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81000072.000000 Penalty: 85805.187500
Iteration 324Q: 44 clusters Score -8.100007e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 6960 members 
Mstep: Class 3 contains 28030 members 
Mstep: Class 4 contains 34971 members 
Mstep: Class 5 contains 50157 members 
Mstep: Class 6 contains 24128 members 
Mstep: Class 7 contains 18098 members 
Mstep: Class 8 contains 8905 members 
Mstep: Class 9 contains 71371 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48086 members 
Mstep: Class 13 contains 34459 members 
Mstep: Class 14 contains 3266 members 
Mstep: Class 15 contains 5676 members 
Mstep: Class 16 contains 17778 members 
Mstep: Class 17 contains 10381 members 
Mstep: Class 18 contains 30494 members 
Mstep: Class 19 contains 16224 members 
Mstep: Class 20 contains 1836 members 
Mstep: Class 21 contains 1365 members 
Mstep: Class 22 contains 8775 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11872 members 
Mstep: Class 25 contains 6054 members 
Mstep: Class 26 contains 41141 members 
Mstep: Class 27 contains 22494 members 
Mstep: Class 28 contains 5239 members 
Mstep: Class 29 contains 4579 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10926 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35673 members 
Mstep: Class 38 contains 60626 members 
Mstep: Class 39 contains 6394 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10174 members 
Mstep: Class 43 contains 3531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81000096.000000 Penalty: 85805.187500
Iteration 325Q: 44 clusters Score -8.10001e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 6960 members 
Mstep: Class 3 contains 27999 members 
Mstep: Class 4 contains 34972 members 
Mstep: Class 5 contains 50142 members 
Mstep: Class 6 contains 24128 members 
Mstep: Class 7 contains 18096 members 
Mstep: Class 8 contains 8905 members 
Mstep: Class 9 contains 71434 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48074 members 
Mstep: Class 13 contains 34457 members 
Mstep: Class 14 contains 3267 members 
Mstep: Class 15 contains 5674 members 
Mstep: Class 16 contains 17778 members 
Mstep: Class 17 contains 10377 members 
Mstep: Class 18 contains 30484 members 
Mstep: Class 19 contains 16225 members 
Mstep: Class 20 contains 1835 members 
Mstep: Class 21 contains 1364 members 
Mstep: Class 22 contains 8774 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11881 members 
Mstep: Class 25 contains 6055 members 
Mstep: Class 26 contains 41136 members 
Mstep: Class 27 contains 22494 members 
Mstep: Class 28 contains 5237 members 
Mstep: Class 29 contains 4579 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10926 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35669 members 
Mstep: Class 38 contains 60623 members 
Mstep: Class 39 contains 6346 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10174 members 
Mstep: Class 43 contains 3598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81000352.000000 Penalty: 85805.187500
Iteration 326Q: 44 clusters Score -8.100035e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 6960 members 
Mstep: Class 3 contains 27967 members 
Mstep: Class 4 contains 34972 members 
Mstep: Class 5 contains 50132 members 
Mstep: Class 6 contains 24128 members 
Mstep: Class 7 contains 18097 members 
Mstep: Class 8 contains 8906 members 
Mstep: Class 9 contains 71505 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1274 members 
Mstep: Class 12 contains 48070 members 
Mstep: Class 13 contains 34456 members 
Mstep: Class 14 contains 3268 members 
Mstep: Class 15 contains 5674 members 
Mstep: Class 16 contains 17782 members 
Mstep: Class 17 contains 10376 members 
Mstep: Class 18 contains 30471 members 
Mstep: Class 19 contains 16225 members 
Mstep: Class 20 contains 1834 members 
Mstep: Class 21 contains 1364 members 
Mstep: Class 22 contains 8774 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11888 members 
Mstep: Class 25 contains 6055 members 
Mstep: Class 26 contains 41126 members 
Mstep: Class 27 contains 22494 members 
Mstep: Class 28 contains 5238 members 
Mstep: Class 29 contains 4579 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10923 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35666 members 
Mstep: Class 38 contains 60623 members 
Mstep: Class 39 contains 6284 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10174 members 
Mstep: Class 43 contains 3651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81000400.000000 Penalty: 85805.187500
Iteration 327Q: 44 clusters Score -8.10004e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 6960 members 
Mstep: Class 3 contains 27932 members 
Mstep: Class 4 contains 34972 members 
Mstep: Class 5 contains 50124 members 
Mstep: Class 6 contains 24128 members 
Mstep: Class 7 contains 18107 members 
Mstep: Class 8 contains 8905 members 
Mstep: Class 9 contains 71572 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1275 members 
Mstep: Class 12 contains 48052 members 
Mstep: Class 13 contains 34454 members 
Mstep: Class 14 contains 3269 members 
Mstep: Class 15 contains 5673 members 
Mstep: Class 16 contains 17785 members 
Mstep: Class 17 contains 10373 members 
Mstep: Class 18 contains 30456 members 
Mstep: Class 19 contains 16225 members 
Mstep: Class 20 contains 1833 members 
Mstep: Class 21 contains 1364 members 
Mstep: Class 22 contains 8774 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11887 members 
Mstep: Class 25 contains 6059 members 
Mstep: Class 26 contains 41125 members 
Mstep: Class 27 contains 22494 members 
Mstep: Class 28 contains 5235 members 
Mstep: Class 29 contains 4579 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10924 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35665 members 
Mstep: Class 38 contains 60626 members 
Mstep: Class 39 contains 6229 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10175 members 
Mstep: Class 43 contains 3705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81000472.000000 Penalty: 85805.187500
Iteration 328Q: 44 clusters Score -8.100047e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 6960 members 
Mstep: Class 3 contains 27892 members 
Mstep: Class 4 contains 34971 members 
Mstep: Class 5 contains 50121 members 
Mstep: Class 6 contains 24128 members 
Mstep: Class 7 contains 18104 members 
Mstep: Class 8 contains 8905 members 
Mstep: Class 9 contains 71641 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1275 members 
Mstep: Class 12 contains 48048 members 
Mstep: Class 13 contains 34453 members 
Mstep: Class 14 contains 3269 members 
Mstep: Class 15 contains 5672 members 
Mstep: Class 16 contains 17788 members 
Mstep: Class 17 contains 10372 members 
Mstep: Class 18 contains 30443 members 
Mstep: Class 19 contains 16225 members 
Mstep: Class 20 contains 1833 members 
Mstep: Class 21 contains 1365 members 
Mstep: Class 22 contains 8774 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11888 members 
Mstep: Class 25 contains 6062 members 
Mstep: Class 26 contains 41125 members 
Mstep: Class 27 contains 22494 members 
Mstep: Class 28 contains 5234 members 
Mstep: Class 29 contains 4580 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10926 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35663 members 
Mstep: Class 38 contains 60624 members 
Mstep: Class 39 contains 6176 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10175 members 
Mstep: Class 43 contains 3750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81000416.000000 Penalty: 85805.187500
Iteration 329Q: 44 clusters Score -8.100042e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 6960 members 
Mstep: Class 3 contains 27860 members 
Mstep: Class 4 contains 34969 members 
Mstep: Class 5 contains 50106 members 
Mstep: Class 6 contains 24129 members 
Mstep: Class 7 contains 18100 members 
Mstep: Class 8 contains 8906 members 
Mstep: Class 9 contains 71694 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1275 members 
Mstep: Class 12 contains 48067 members 
Mstep: Class 13 contains 34453 members 
Mstep: Class 14 contains 3270 members 
Mstep: Class 15 contains 5672 members 
Mstep: Class 16 contains 17790 members 
Mstep: Class 17 contains 10373 members 
Mstep: Class 18 contains 30431 members 
Mstep: Class 19 contains 16225 members 
Mstep: Class 20 contains 1833 members 
Mstep: Class 21 contains 1367 members 
Mstep: Class 22 contains 8774 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11890 members 
Mstep: Class 25 contains 6061 members 
Mstep: Class 26 contains 41124 members 
Mstep: Class 27 contains 22494 members 
Mstep: Class 28 contains 5231 members 
Mstep: Class 29 contains 4580 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10928 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35666 members 
Mstep: Class 38 contains 60622 members 
Mstep: Class 39 contains 6133 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10175 members 
Mstep: Class 43 contains 3777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81000512.000000 Penalty: 85805.187500
Iteration 330Q: 44 clusters Score -8.100051e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 6961 members 
Mstep: Class 3 contains 27828 members 
Mstep: Class 4 contains 34973 members 
Mstep: Class 5 contains 50114 members 
Mstep: Class 6 contains 24128 members 
Mstep: Class 7 contains 18103 members 
Mstep: Class 8 contains 8902 members 
Mstep: Class 9 contains 71745 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1274 members 
Mstep: Class 12 contains 48071 members 
Mstep: Class 13 contains 34453 members 
Mstep: Class 14 contains 3272 members 
Mstep: Class 15 contains 5671 members 
Mstep: Class 16 contains 17792 members 
Mstep: Class 17 contains 10371 members 
Mstep: Class 18 contains 30415 members 
Mstep: Class 19 contains 16226 members 
Mstep: Class 20 contains 1833 members 
Mstep: Class 21 contains 1369 members 
Mstep: Class 22 contains 8774 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11894 members 
Mstep: Class 25 contains 6058 members 
Mstep: Class 26 contains 41119 members 
Mstep: Class 27 contains 22494 members 
Mstep: Class 28 contains 5230 members 
Mstep: Class 29 contains 4580 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10932 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35663 members 
Mstep: Class 38 contains 60616 members 
Mstep: Class 39 contains 6096 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10175 members 
Mstep: Class 43 contains 3805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81000520.000000 Penalty: 85805.187500
Iteration 331Q: 44 clusters Score -8.100052e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 6962 members 
Mstep: Class 3 contains 27798 members 
Mstep: Class 4 contains 34976 members 
Mstep: Class 5 contains 50131 members 
Mstep: Class 6 contains 24127 members 
Mstep: Class 7 contains 18103 members 
Mstep: Class 8 contains 8903 members 
Mstep: Class 9 contains 71784 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48081 members 
Mstep: Class 13 contains 34453 members 
Mstep: Class 14 contains 3272 members 
Mstep: Class 15 contains 5670 members 
Mstep: Class 16 contains 17794 members 
Mstep: Class 17 contains 10371 members 
Mstep: Class 18 contains 30391 members 
Mstep: Class 19 contains 16226 members 
Mstep: Class 20 contains 1833 members 
Mstep: Class 21 contains 1371 members 
Mstep: Class 22 contains 8774 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11897 members 
Mstep: Class 25 contains 6053 members 
Mstep: Class 26 contains 41113 members 
Mstep: Class 27 contains 22497 members 
Mstep: Class 28 contains 5228 members 
Mstep: Class 29 contains 4580 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10936 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35661 members 
Mstep: Class 38 contains 60605 members 
Mstep: Class 39 contains 6075 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10175 members 
Mstep: Class 43 contains 3823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81000536.000000 Penalty: 85805.187500
Iteration 332Q: 44 clusters Score -8.100054e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 6963 members 
Mstep: Class 3 contains 27763 members 
Mstep: Class 4 contains 34979 members 
Mstep: Class 5 contains 50130 members 
Mstep: Class 6 contains 24127 members 
Mstep: Class 7 contains 18105 members 
Mstep: Class 8 contains 8903 members 
Mstep: Class 9 contains 71813 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48094 members 
Mstep: Class 13 contains 34454 members 
Mstep: Class 14 contains 3271 members 
Mstep: Class 15 contains 5670 members 
Mstep: Class 16 contains 17796 members 
Mstep: Class 17 contains 10373 members 
Mstep: Class 18 contains 30373 members 
Mstep: Class 19 contains 16227 members 
Mstep: Class 20 contains 1833 members 
Mstep: Class 21 contains 1372 members 
Mstep: Class 22 contains 8775 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11900 members 
Mstep: Class 25 contains 6054 members 
Mstep: Class 26 contains 41110 members 
Mstep: Class 27 contains 22499 members 
Mstep: Class 28 contains 5228 members 
Mstep: Class 29 contains 4580 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10937 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35661 members 
Mstep: Class 38 contains 60600 members 
Mstep: Class 39 contains 6053 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10175 members 
Mstep: Class 43 contains 3845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81000560.000000 Penalty: 85805.187500
Iteration 333Q: 44 clusters Score -8.100056e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 6964 members 
Mstep: Class 3 contains 27738 members 
Mstep: Class 4 contains 34982 members 
Mstep: Class 5 contains 50126 members 
Mstep: Class 6 contains 24127 members 
Mstep: Class 7 contains 18099 members 
Mstep: Class 8 contains 8904 members 
Mstep: Class 9 contains 71858 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48098 members 
Mstep: Class 13 contains 34453 members 
Mstep: Class 14 contains 3271 members 
Mstep: Class 15 contains 5671 members 
Mstep: Class 16 contains 17799 members 
Mstep: Class 17 contains 10372 members 
Mstep: Class 18 contains 30362 members 
Mstep: Class 19 contains 16228 members 
Mstep: Class 20 contains 1833 members 
Mstep: Class 21 contains 1371 members 
Mstep: Class 22 contains 8775 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11904 members 
Mstep: Class 25 contains 6055 members 
Mstep: Class 26 contains 41110 members 
Mstep: Class 27 contains 22500 members 
Mstep: Class 28 contains 5227 members 
Mstep: Class 29 contains 4580 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10938 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35660 members 
Mstep: Class 38 contains 60595 members 
Mstep: Class 39 contains 6033 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10174 members 
Mstep: Class 43 contains 3856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81000584.000000 Penalty: 85805.187500
Iteration 334Q: 44 clusters Score -8.100058e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 6965 members 
Mstep: Class 3 contains 27715 members 
Mstep: Class 4 contains 34981 members 
Mstep: Class 5 contains 50132 members 
Mstep: Class 6 contains 24126 members 
Mstep: Class 7 contains 18098 members 
Mstep: Class 8 contains 8904 members 
Mstep: Class 9 contains 71899 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48095 members 
Mstep: Class 13 contains 34451 members 
Mstep: Class 14 contains 3271 members 
Mstep: Class 15 contains 5671 members 
Mstep: Class 16 contains 17804 members 
Mstep: Class 17 contains 10371 members 
Mstep: Class 18 contains 30361 members 
Mstep: Class 19 contains 16228 members 
Mstep: Class 20 contains 1833 members 
Mstep: Class 21 contains 1370 members 
Mstep: Class 22 contains 8776 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11907 members 
Mstep: Class 25 contains 6056 members 
Mstep: Class 26 contains 41104 members 
Mstep: Class 27 contains 22500 members 
Mstep: Class 28 contains 5227 members 
Mstep: Class 29 contains 4580 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10939 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35658 members 
Mstep: Class 38 contains 60589 members 
Mstep: Class 39 contains 6006 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10174 members 
Mstep: Class 43 contains 3872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81000616.000000 Penalty: 85805.187500
Iteration 335Q: 44 clusters Score -8.100062e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 6966 members 
Mstep: Class 3 contains 27685 members 
Mstep: Class 4 contains 34982 members 
Mstep: Class 5 contains 50127 members 
Mstep: Class 6 contains 24126 members 
Mstep: Class 7 contains 18097 members 
Mstep: Class 8 contains 8904 members 
Mstep: Class 9 contains 71942 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48100 members 
Mstep: Class 13 contains 34452 members 
Mstep: Class 14 contains 3271 members 
Mstep: Class 15 contains 5670 members 
Mstep: Class 16 contains 17803 members 
Mstep: Class 17 contains 10371 members 
Mstep: Class 18 contains 30355 members 
Mstep: Class 19 contains 16228 members 
Mstep: Class 20 contains 1833 members 
Mstep: Class 21 contains 1371 members 
Mstep: Class 22 contains 8776 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11911 members 
Mstep: Class 25 contains 6056 members 
Mstep: Class 26 contains 41103 members 
Mstep: Class 27 contains 22500 members 
Mstep: Class 28 contains 5227 members 
Mstep: Class 29 contains 4580 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10940 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35656 members 
Mstep: Class 38 contains 60596 members 
Mstep: Class 39 contains 5984 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10175 members 
Mstep: Class 43 contains 3876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81000576.000000 Penalty: 85805.187500
Iteration 336Q: 44 clusters Score -8.100058e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 6966 members 
Mstep: Class 3 contains 27658 members 
Mstep: Class 4 contains 34982 members 
Mstep: Class 5 contains 50129 members 
Mstep: Class 6 contains 24127 members 
Mstep: Class 7 contains 18094 members 
Mstep: Class 8 contains 8903 members 
Mstep: Class 9 contains 71983 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48099 members 
Mstep: Class 13 contains 34451 members 
Mstep: Class 14 contains 3271 members 
Mstep: Class 15 contains 5670 members 
Mstep: Class 16 contains 17803 members 
Mstep: Class 17 contains 10370 members 
Mstep: Class 18 contains 30350 members 
Mstep: Class 19 contains 16228 members 
Mstep: Class 20 contains 1833 members 
Mstep: Class 21 contains 1371 members 
Mstep: Class 22 contains 8776 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11914 members 
Mstep: Class 25 contains 6054 members 
Mstep: Class 26 contains 41102 members 
Mstep: Class 27 contains 22500 members 
Mstep: Class 28 contains 5228 members 
Mstep: Class 29 contains 4580 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10940 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35654 members 
Mstep: Class 38 contains 60600 members 
Mstep: Class 39 contains 5964 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10178 members 
Mstep: Class 43 contains 3885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81000592.000000 Penalty: 85805.187500
Iteration 337Q: 44 clusters Score -8.100059e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 6966 members 
Mstep: Class 3 contains 27640 members 
Mstep: Class 4 contains 34982 members 
Mstep: Class 5 contains 50130 members 
Mstep: Class 6 contains 24128 members 
Mstep: Class 7 contains 18098 members 
Mstep: Class 8 contains 8902 members 
Mstep: Class 9 contains 72013 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48095 members 
Mstep: Class 13 contains 34450 members 
Mstep: Class 14 contains 3271 members 
Mstep: Class 15 contains 5671 members 
Mstep: Class 16 contains 17803 members 
Mstep: Class 17 contains 10368 members 
Mstep: Class 18 contains 30346 members 
Mstep: Class 19 contains 16228 members 
Mstep: Class 20 contains 1833 members 
Mstep: Class 21 contains 1371 members 
Mstep: Class 22 contains 8775 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11921 members 
Mstep: Class 25 contains 6054 members 
Mstep: Class 26 contains 41100 members 
Mstep: Class 27 contains 22500 members 
Mstep: Class 28 contains 5228 members 
Mstep: Class 29 contains 4580 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10940 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35650 members 
Mstep: Class 38 contains 60601 members 
Mstep: Class 39 contains 5950 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10178 members 
Mstep: Class 43 contains 3891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81000544.000000 Penalty: 85805.187500
Iteration 338Q: 44 clusters Score -8.100054e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 6966 members 
Mstep: Class 3 contains 27618 members 
Mstep: Class 4 contains 34982 members 
Mstep: Class 5 contains 50136 members 
Mstep: Class 6 contains 24128 members 
Mstep: Class 7 contains 18100 members 
Mstep: Class 8 contains 8901 members 
Mstep: Class 9 contains 72048 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48091 members 
Mstep: Class 13 contains 34452 members 
Mstep: Class 14 contains 3270 members 
Mstep: Class 15 contains 5670 members 
Mstep: Class 16 contains 17804 members 
Mstep: Class 17 contains 10367 members 
Mstep: Class 18 contains 30342 members 
Mstep: Class 19 contains 16228 members 
Mstep: Class 20 contains 1833 members 
Mstep: Class 21 contains 1371 members 
Mstep: Class 22 contains 8775 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11923 members 
Mstep: Class 25 contains 6053 members 
Mstep: Class 26 contains 41099 members 
Mstep: Class 27 contains 22500 members 
Mstep: Class 28 contains 5227 members 
Mstep: Class 29 contains 4580 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10940 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35649 members 
Mstep: Class 38 contains 60595 members 
Mstep: Class 39 contains 5937 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10178 members 
Mstep: Class 43 contains 3900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81000528.000000 Penalty: 85805.187500
Iteration 339Q: 44 clusters Score -8.100053e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 6966 members 
Mstep: Class 3 contains 27609 members 
Mstep: Class 4 contains 34981 members 
Mstep: Class 5 contains 50143 members 
Mstep: Class 6 contains 24128 members 
Mstep: Class 7 contains 18100 members 
Mstep: Class 8 contains 8900 members 
Mstep: Class 9 contains 72082 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48089 members 
Mstep: Class 13 contains 34454 members 
Mstep: Class 14 contains 3270 members 
Mstep: Class 15 contains 5671 members 
Mstep: Class 16 contains 17807 members 
Mstep: Class 17 contains 10365 members 
Mstep: Class 18 contains 30340 members 
Mstep: Class 19 contains 16228 members 
Mstep: Class 20 contains 1833 members 
Mstep: Class 21 contains 1372 members 
Mstep: Class 22 contains 8775 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11925 members 
Mstep: Class 25 contains 6054 members 
Mstep: Class 26 contains 41098 members 
Mstep: Class 27 contains 22500 members 
Mstep: Class 28 contains 5225 members 
Mstep: Class 29 contains 4580 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10940 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35648 members 
Mstep: Class 38 contains 60583 members 
Mstep: Class 39 contains 5916 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10178 members 
Mstep: Class 43 contains 3903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81000552.000000 Penalty: 85805.187500
Iteration 340F: 44 clusters Score -8.100055e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 6966 members 
Mstep: Class 3 contains 27598 members 
Mstep: Class 4 contains 34981 members 
Mstep: Class 5 contains 50160 members 
Mstep: Class 6 contains 24128 members 
Mstep: Class 7 contains 18103 members 
Mstep: Class 8 contains 8899 members 
Mstep: Class 9 contains 72110 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48079 members 
Mstep: Class 13 contains 34454 members 
Mstep: Class 14 contains 3270 members 
Mstep: Class 15 contains 5671 members 
Mstep: Class 16 contains 17809 members 
Mstep: Class 17 contains 10365 members 
Mstep: Class 18 contains 30336 members 
Mstep: Class 19 contains 16228 members 
Mstep: Class 20 contains 1833 members 
Mstep: Class 21 contains 1372 members 
Mstep: Class 22 contains 8775 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11926 members 
Mstep: Class 25 contains 6055 members 
Mstep: Class 26 contains 41100 members 
Mstep: Class 27 contains 22500 members 
Mstep: Class 28 contains 5224 members 
Mstep: Class 29 contains 4580 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10940 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35647 members 
Mstep: Class 38 contains 60569 members 
Mstep: Class 39 contains 5899 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10178 members 
Mstep: Class 43 contains 3908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81000576.000000 Penalty: 85805.187500
Iteration 341Q: 44 clusters Score -8.100058e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 6966 members 
Mstep: Class 3 contains 27588 members 
Mstep: Class 4 contains 34981 members 
Mstep: Class 5 contains 50182 members 
Mstep: Class 6 contains 24129 members 
Mstep: Class 7 contains 18103 members 
Mstep: Class 8 contains 8899 members 
Mstep: Class 9 contains 72141 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48068 members 
Mstep: Class 13 contains 34452 members 
Mstep: Class 14 contains 3271 members 
Mstep: Class 15 contains 5670 members 
Mstep: Class 16 contains 17808 members 
Mstep: Class 17 contains 10366 members 
Mstep: Class 18 contains 30336 members 
Mstep: Class 19 contains 16228 members 
Mstep: Class 20 contains 1833 members 
Mstep: Class 21 contains 1372 members 
Mstep: Class 22 contains 8775 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11930 members 
Mstep: Class 25 contains 6052 members 
Mstep: Class 26 contains 41101 members 
Mstep: Class 27 contains 22500 members 
Mstep: Class 28 contains 5221 members 
Mstep: Class 29 contains 4580 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10940 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35645 members 
Mstep: Class 38 contains 60551 members 
Mstep: Class 39 contains 5883 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10177 members 
Mstep: Class 43 contains 3915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81000536.000000 Penalty: 85805.187500
Iteration 342Q: 44 clusters Score -8.100054e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 6966 members 
Mstep: Class 3 contains 27581 members 
Mstep: Class 4 contains 34979 members 
Mstep: Class 5 contains 50193 members 
Mstep: Class 6 contains 24128 members 
Mstep: Class 7 contains 18107 members 
Mstep: Class 8 contains 8899 members 
Mstep: Class 9 contains 72163 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48061 members 
Mstep: Class 13 contains 34451 members 
Mstep: Class 14 contains 3271 members 
Mstep: Class 15 contains 5671 members 
Mstep: Class 16 contains 17808 members 
Mstep: Class 17 contains 10365 members 
Mstep: Class 18 contains 30332 members 
Mstep: Class 19 contains 16228 members 
Mstep: Class 20 contains 1833 members 
Mstep: Class 21 contains 1371 members 
Mstep: Class 22 contains 8774 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11933 members 
Mstep: Class 25 contains 6052 members 
Mstep: Class 26 contains 41100 members 
Mstep: Class 27 contains 22500 members 
Mstep: Class 28 contains 5219 members 
Mstep: Class 29 contains 4580 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10940 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35643 members 
Mstep: Class 38 contains 60542 members 
Mstep: Class 39 contains 5874 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10177 members 
Mstep: Class 43 contains 3922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81000640.000000 Penalty: 85805.187500
Iteration 343Q: 44 clusters Score -8.100064e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 6966 members 
Mstep: Class 3 contains 27562 members 
Mstep: Class 4 contains 34980 members 
Mstep: Class 5 contains 50204 members 
Mstep: Class 6 contains 24127 members 
Mstep: Class 7 contains 18112 members 
Mstep: Class 8 contains 8899 members 
Mstep: Class 9 contains 72195 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48045 members 
Mstep: Class 13 contains 34451 members 
Mstep: Class 14 contains 3271 members 
Mstep: Class 15 contains 5671 members 
Mstep: Class 16 contains 17808 members 
Mstep: Class 17 contains 10364 members 
Mstep: Class 18 contains 30326 members 
Mstep: Class 19 contains 16228 members 
Mstep: Class 20 contains 1833 members 
Mstep: Class 21 contains 1371 members 
Mstep: Class 22 contains 8774 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11941 members 
Mstep: Class 25 contains 6052 members 
Mstep: Class 26 contains 41101 members 
Mstep: Class 27 contains 22500 members 
Mstep: Class 28 contains 5218 members 
Mstep: Class 29 contains 4580 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10940 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35640 members 
Mstep: Class 38 contains 60530 members 
Mstep: Class 39 contains 5862 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10177 members 
Mstep: Class 43 contains 3935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81000656.000000 Penalty: 85805.187500
Iteration 344Q: 44 clusters Score -8.100066e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 6966 members 
Mstep: Class 3 contains 27541 members 
Mstep: Class 4 contains 34981 members 
Mstep: Class 5 contains 50219 members 
Mstep: Class 6 contains 24126 members 
Mstep: Class 7 contains 18112 members 
Mstep: Class 8 contains 8899 members 
Mstep: Class 9 contains 72219 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48045 members 
Mstep: Class 13 contains 34451 members 
Mstep: Class 14 contains 3271 members 
Mstep: Class 15 contains 5671 members 
Mstep: Class 16 contains 17809 members 
Mstep: Class 17 contains 10365 members 
Mstep: Class 18 contains 30320 members 
Mstep: Class 19 contains 16228 members 
Mstep: Class 20 contains 1833 members 
Mstep: Class 21 contains 1371 members 
Mstep: Class 22 contains 8774 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11947 members 
Mstep: Class 25 contains 6049 members 
Mstep: Class 26 contains 41101 members 
Mstep: Class 27 contains 22500 members 
Mstep: Class 28 contains 5217 members 
Mstep: Class 29 contains 4580 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10939 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35639 members 
Mstep: Class 38 contains 60516 members 
Mstep: Class 39 contains 5853 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10178 members 
Mstep: Class 43 contains 3944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81000544.000000 Penalty: 85805.187500
Iteration 345Q: 44 clusters Score -8.100054e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 6966 members 
Mstep: Class 3 contains 27513 members 
Mstep: Class 4 contains 34982 members 
Mstep: Class 5 contains 50235 members 
Mstep: Class 6 contains 24127 members 
Mstep: Class 7 contains 18116 members 
Mstep: Class 8 contains 8899 members 
Mstep: Class 9 contains 72241 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48039 members 
Mstep: Class 13 contains 34450 members 
Mstep: Class 14 contains 3271 members 
Mstep: Class 15 contains 5672 members 
Mstep: Class 16 contains 17812 members 
Mstep: Class 17 contains 10365 members 
Mstep: Class 18 contains 30321 members 
Mstep: Class 19 contains 16228 members 
Mstep: Class 20 contains 1833 members 
Mstep: Class 21 contains 1371 members 
Mstep: Class 22 contains 8774 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11948 members 
Mstep: Class 25 contains 6050 members 
Mstep: Class 26 contains 41099 members 
Mstep: Class 27 contains 22500 members 
Mstep: Class 28 contains 5216 members 
Mstep: Class 29 contains 4581 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10939 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35636 members 
Mstep: Class 38 contains 60509 members 
Mstep: Class 39 contains 5842 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10178 members 
Mstep: Class 43 contains 3951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81000568.000000 Penalty: 85805.187500
Iteration 346Q: 44 clusters Score -8.100057e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 6966 members 
Mstep: Class 3 contains 27494 members 
Mstep: Class 4 contains 34982 members 
Mstep: Class 5 contains 50240 members 
Mstep: Class 6 contains 24127 members 
Mstep: Class 7 contains 18115 members 
Mstep: Class 8 contains 8899 members 
Mstep: Class 9 contains 72263 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48033 members 
Mstep: Class 13 contains 34451 members 
Mstep: Class 14 contains 3272 members 
Mstep: Class 15 contains 5674 members 
Mstep: Class 16 contains 17812 members 
Mstep: Class 17 contains 10364 members 
Mstep: Class 18 contains 30322 members 
Mstep: Class 19 contains 16228 members 
Mstep: Class 20 contains 1833 members 
Mstep: Class 21 contains 1371 members 
Mstep: Class 22 contains 8774 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11950 members 
Mstep: Class 25 contains 6051 members 
Mstep: Class 26 contains 41100 members 
Mstep: Class 27 contains 22500 members 
Mstep: Class 28 contains 5215 members 
Mstep: Class 29 contains 4581 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10939 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35634 members 
Mstep: Class 38 contains 60503 members 
Mstep: Class 39 contains 5832 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10178 members 
Mstep: Class 43 contains 3961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81000584.000000 Penalty: 85805.187500
Iteration 347Q: 44 clusters Score -8.100058e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 6966 members 
Mstep: Class 3 contains 27484 members 
Mstep: Class 4 contains 34981 members 
Mstep: Class 5 contains 50254 members 
Mstep: Class 6 contains 24127 members 
Mstep: Class 7 contains 18112 members 
Mstep: Class 8 contains 8899 members 
Mstep: Class 9 contains 72282 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48025 members 
Mstep: Class 13 contains 34450 members 
Mstep: Class 14 contains 3272 members 
Mstep: Class 15 contains 5674 members 
Mstep: Class 16 contains 17812 members 
Mstep: Class 17 contains 10364 members 
Mstep: Class 18 contains 30320 members 
Mstep: Class 19 contains 16228 members 
Mstep: Class 20 contains 1833 members 
Mstep: Class 21 contains 1371 members 
Mstep: Class 22 contains 8774 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11952 members 
Mstep: Class 25 contains 6050 members 
Mstep: Class 26 contains 41098 members 
Mstep: Class 27 contains 22500 members 
Mstep: Class 28 contains 5211 members 
Mstep: Class 29 contains 4582 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10940 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35631 members 
Mstep: Class 38 contains 60496 members 
Mstep: Class 39 contains 5826 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10179 members 
Mstep: Class 43 contains 3971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81000520.000000 Penalty: 85805.187500
Iteration 348Q: 44 clusters Score -8.100052e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 6966 members 
Mstep: Class 3 contains 27471 members 
Mstep: Class 4 contains 34981 members 
Mstep: Class 5 contains 50265 members 
Mstep: Class 6 contains 24127 members 
Mstep: Class 7 contains 18113 members 
Mstep: Class 8 contains 8899 members 
Mstep: Class 9 contains 72297 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48014 members 
Mstep: Class 13 contains 34451 members 
Mstep: Class 14 contains 3272 members 
Mstep: Class 15 contains 5672 members 
Mstep: Class 16 contains 17812 members 
Mstep: Class 17 contains 10364 members 
Mstep: Class 18 contains 30319 members 
Mstep: Class 19 contains 16228 members 
Mstep: Class 20 contains 1833 members 
Mstep: Class 21 contains 1371 members 
Mstep: Class 22 contains 8774 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11954 members 
Mstep: Class 25 contains 6050 members 
Mstep: Class 26 contains 41094 members 
Mstep: Class 27 contains 22501 members 
Mstep: Class 28 contains 5209 members 
Mstep: Class 29 contains 4581 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10941 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35628 members 
Mstep: Class 38 contains 60499 members 
Mstep: Class 39 contains 5820 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10180 members 
Mstep: Class 43 contains 3978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81000544.000000 Penalty: 85805.187500
Iteration 349Q: 44 clusters Score -8.100054e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 6966 members 
Mstep: Class 3 contains 27460 members 
Mstep: Class 4 contains 34982 members 
Mstep: Class 5 contains 50277 members 
Mstep: Class 6 contains 24127 members 
Mstep: Class 7 contains 18112 members 
Mstep: Class 8 contains 8899 members 
Mstep: Class 9 contains 72320 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48001 members 
Mstep: Class 13 contains 34450 members 
Mstep: Class 14 contains 3272 members 
Mstep: Class 15 contains 5673 members 
Mstep: Class 16 contains 17812 members 
Mstep: Class 17 contains 10364 members 
Mstep: Class 18 contains 30317 members 
Mstep: Class 19 contains 16228 members 
Mstep: Class 20 contains 1833 members 
Mstep: Class 21 contains 1371 members 
Mstep: Class 22 contains 8774 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11955 members 
Mstep: Class 25 contains 6049 members 
Mstep: Class 26 contains 41092 members 
Mstep: Class 27 contains 22501 members 
Mstep: Class 28 contains 5205 members 
Mstep: Class 29 contains 4581 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10942 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35627 members 
Mstep: Class 38 contains 60496 members 
Mstep: Class 39 contains 5817 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10181 members 
Mstep: Class 43 contains 3980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81000456.000000 Penalty: 85805.187500
Iteration 350Q: 44 clusters Score -8.100046e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 6966 members 
Mstep: Class 3 contains 27453 members 
Mstep: Class 4 contains 34981 members 
Mstep: Class 5 contains 50275 members 
Mstep: Class 6 contains 24128 members 
Mstep: Class 7 contains 18109 members 
Mstep: Class 8 contains 8900 members 
Mstep: Class 9 contains 72343 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 47998 members 
Mstep: Class 13 contains 34451 members 
Mstep: Class 14 contains 3272 members 
Mstep: Class 15 contains 5672 members 
Mstep: Class 16 contains 17812 members 
Mstep: Class 17 contains 10362 members 
Mstep: Class 18 contains 30315 members 
Mstep: Class 19 contains 16228 members 
Mstep: Class 20 contains 1833 members 
Mstep: Class 21 contains 1371 members 
Mstep: Class 22 contains 8773 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11956 members 
Mstep: Class 25 contains 6050 members 
Mstep: Class 26 contains 41089 members 
Mstep: Class 27 contains 22501 members 
Mstep: Class 28 contains 5203 members 
Mstep: Class 29 contains 4581 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10943 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35626 members 
Mstep: Class 38 contains 60496 members 
Mstep: Class 39 contains 5812 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10181 members 
Mstep: Class 43 contains 3984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81000592.000000 Penalty: 85805.187500
Iteration 351Q: 44 clusters Score -8.100059e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 6966 members 
Mstep: Class 3 contains 27439 members 
Mstep: Class 4 contains 34981 members 
Mstep: Class 5 contains 50276 members 
Mstep: Class 6 contains 24127 members 
Mstep: Class 7 contains 18110 members 
Mstep: Class 8 contains 8900 members 
Mstep: Class 9 contains 72357 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 47993 members 
Mstep: Class 13 contains 34451 members 
Mstep: Class 14 contains 3272 members 
Mstep: Class 15 contains 5671 members 
Mstep: Class 16 contains 17812 members 
Mstep: Class 17 contains 10362 members 
Mstep: Class 18 contains 30313 members 
Mstep: Class 19 contains 16228 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1371 members 
Mstep: Class 22 contains 8773 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11959 members 
Mstep: Class 25 contains 6048 members 
Mstep: Class 26 contains 41088 members 
Mstep: Class 27 contains 22501 members 
Mstep: Class 28 contains 5201 members 
Mstep: Class 29 contains 4582 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10943 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35625 members 
Mstep: Class 38 contains 60498 members 
Mstep: Class 39 contains 5813 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10181 members 
Mstep: Class 43 contains 3991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81000560.000000 Penalty: 85805.187500
Iteration 352Q: 44 clusters Score -8.100056e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 6966 members 
Mstep: Class 3 contains 27425 members 
Mstep: Class 4 contains 34981 members 
Mstep: Class 5 contains 50284 members 
Mstep: Class 6 contains 24127 members 
Mstep: Class 7 contains 18111 members 
Mstep: Class 8 contains 8900 members 
Mstep: Class 9 contains 72373 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 47989 members 
Mstep: Class 13 contains 34451 members 
Mstep: Class 14 contains 3272 members 
Mstep: Class 15 contains 5672 members 
Mstep: Class 16 contains 17813 members 
Mstep: Class 17 contains 10362 members 
Mstep: Class 18 contains 30312 members 
Mstep: Class 19 contains 16228 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1372 members 
Mstep: Class 22 contains 8773 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11963 members 
Mstep: Class 25 contains 6048 members 
Mstep: Class 26 contains 41086 members 
Mstep: Class 27 contains 22501 members 
Mstep: Class 28 contains 5199 members 
Mstep: Class 29 contains 4582 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10943 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35625 members 
Mstep: Class 38 contains 60493 members 
Mstep: Class 39 contains 5807 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10179 members 
Mstep: Class 43 contains 3995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81000512.000000 Penalty: 85805.187500
Iteration 353Q: 44 clusters Score -8.100051e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 6966 members 
Mstep: Class 3 contains 27419 members 
Mstep: Class 4 contains 34981 members 
Mstep: Class 5 contains 50293 members 
Mstep: Class 6 contains 24127 members 
Mstep: Class 7 contains 18110 members 
Mstep: Class 8 contains 8899 members 
Mstep: Class 9 contains 72392 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 47977 members 
Mstep: Class 13 contains 34451 members 
Mstep: Class 14 contains 3272 members 
Mstep: Class 15 contains 5672 members 
Mstep: Class 16 contains 17813 members 
Mstep: Class 17 contains 10364 members 
Mstep: Class 18 contains 30309 members 
Mstep: Class 19 contains 16229 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1373 members 
Mstep: Class 22 contains 8773 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11965 members 
Mstep: Class 25 contains 6048 members 
Mstep: Class 26 contains 41084 members 
Mstep: Class 27 contains 22501 members 
Mstep: Class 28 contains 5196 members 
Mstep: Class 29 contains 4583 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10943 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35625 members 
Mstep: Class 38 contains 60486 members 
Mstep: Class 39 contains 5803 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10179 members 
Mstep: Class 43 contains 3999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81000416.000000 Penalty: 85805.187500
Iteration 354Q: 44 clusters Score -8.100042e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27409 members 
Mstep: Class 4 contains 34982 members 
Mstep: Class 5 contains 50291 members 
Mstep: Class 6 contains 24127 members 
Mstep: Class 7 contains 18114 members 
Mstep: Class 8 contains 8899 members 
Mstep: Class 9 contains 72406 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 47979 members 
Mstep: Class 13 contains 34450 members 
Mstep: Class 14 contains 3272 members 
Mstep: Class 15 contains 5673 members 
Mstep: Class 16 contains 17814 members 
Mstep: Class 17 contains 10365 members 
Mstep: Class 18 contains 30304 members 
Mstep: Class 19 contains 16229 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1373 members 
Mstep: Class 22 contains 8773 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11967 members 
Mstep: Class 25 contains 6048 members 
Mstep: Class 26 contains 41080 members 
Mstep: Class 27 contains 22501 members 
Mstep: Class 28 contains 5194 members 
Mstep: Class 29 contains 4583 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10943 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35625 members 
Mstep: Class 38 contains 60486 members 
Mstep: Class 39 contains 5798 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10178 members 
Mstep: Class 43 contains 4002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81000504.000000 Penalty: 85805.187500
Iteration 355Q: 44 clusters Score -8.10005e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27397 members 
Mstep: Class 4 contains 34982 members 
Mstep: Class 5 contains 50293 members 
Mstep: Class 6 contains 24127 members 
Mstep: Class 7 contains 18117 members 
Mstep: Class 8 contains 8899 members 
Mstep: Class 9 contains 72423 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 47976 members 
Mstep: Class 13 contains 34450 members 
Mstep: Class 14 contains 3272 members 
Mstep: Class 15 contains 5674 members 
Mstep: Class 16 contains 17815 members 
Mstep: Class 17 contains 10365 members 
Mstep: Class 18 contains 30302 members 
Mstep: Class 19 contains 16229 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1374 members 
Mstep: Class 22 contains 8773 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11968 members 
Mstep: Class 25 contains 6048 members 
Mstep: Class 26 contains 41078 members 
Mstep: Class 27 contains 22499 members 
Mstep: Class 28 contains 5192 members 
Mstep: Class 29 contains 4583 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10943 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35624 members 
Mstep: Class 38 contains 60486 members 
Mstep: Class 39 contains 5796 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10179 members 
Mstep: Class 43 contains 4001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81000488.000000 Penalty: 85805.187500
Iteration 356Q: 44 clusters Score -8.100049e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27387 members 
Mstep: Class 4 contains 34982 members 
Mstep: Class 5 contains 50290 members 
Mstep: Class 6 contains 24127 members 
Mstep: Class 7 contains 18123 members 
Mstep: Class 8 contains 8899 members 
Mstep: Class 9 contains 72429 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 47977 members 
Mstep: Class 13 contains 34452 members 
Mstep: Class 14 contains 3272 members 
Mstep: Class 15 contains 5676 members 
Mstep: Class 16 contains 17817 members 
Mstep: Class 17 contains 10365 members 
Mstep: Class 18 contains 30299 members 
Mstep: Class 19 contains 16229 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1374 members 
Mstep: Class 22 contains 8773 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11969 members 
Mstep: Class 25 contains 6048 members 
Mstep: Class 26 contains 41077 members 
Mstep: Class 27 contains 22499 members 
Mstep: Class 28 contains 5188 members 
Mstep: Class 29 contains 4583 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10943 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35623 members 
Mstep: Class 38 contains 60483 members 
Mstep: Class 39 contains 5797 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10179 members 
Mstep: Class 43 contains 4005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81000464.000000 Penalty: 85805.187500
Iteration 357Q: 44 clusters Score -8.100046e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27378 members 
Mstep: Class 4 contains 34982 members 
Mstep: Class 5 contains 50289 members 
Mstep: Class 6 contains 24127 members 
Mstep: Class 7 contains 18128 members 
Mstep: Class 8 contains 8899 members 
Mstep: Class 9 contains 72435 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 47977 members 
Mstep: Class 13 contains 34452 members 
Mstep: Class 14 contains 3272 members 
Mstep: Class 15 contains 5675 members 
Mstep: Class 16 contains 17816 members 
Mstep: Class 17 contains 10366 members 
Mstep: Class 18 contains 30296 members 
Mstep: Class 19 contains 16230 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1374 members 
Mstep: Class 22 contains 8774 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11969 members 
Mstep: Class 25 contains 6047 members 
Mstep: Class 26 contains 41076 members 
Mstep: Class 27 contains 22499 members 
Mstep: Class 28 contains 5188 members 
Mstep: Class 29 contains 4583 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10943 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35622 members 
Mstep: Class 38 contains 60483 members 
Mstep: Class 39 contains 5797 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10179 members 
Mstep: Class 43 contains 4009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81000400.000000 Penalty: 85805.187500
Iteration 358Q: 44 clusters Score -8.10004e+07 nChanged 49
Entering ConstructFrom: 
Score: -81000400.000000 Penalty: 85805.187500
Entering ConstructFrom: 
Trying to split cluster 1 (21720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Entering Unmasked Estep 
Score: -2760423.500000 Penalty: 1485.915161
	Iteration 0F: 2 clusters Score -2760424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -2746134.750000 Penalty: 2971.830322
	Iteration 0F: 3 clusters Score -2746135 nChanged 9614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -2751357.500000 Penalty: 2971.830322
	Iteration 1F: 3 clusters Score -2751358 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -2751821.000000 Penalty: 2971.830322
	Iteration 2F: 3 clusters Score -2751821 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -2752219.500000 Penalty: 2971.830322
	Iteration 3Q: 3 clusters Score -2752220 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -2752644.000000 Penalty: 2971.830322
	Iteration 4Q: 3 clusters Score -2752644 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -2753176.500000 Penalty: 2971.830322
	Iteration 5Q: 3 clusters Score -2753176 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -2753869.250000 Penalty: 2971.830322
	Iteration 6F: 3 clusters Score -2753869 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -2754761.250000 Penalty: 2971.830322
	Iteration 7F: 3 clusters Score -2754761 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -2755785.500000 Penalty: 2971.830322
	Iteration 8F: 3 clusters Score -2755786 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -2756874.250000 Penalty: 2971.830322
	Iteration 9F: 3 clusters Score -2756874 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -2757797.500000 Penalty: 2971.830322
	Iteration 10Q: 3 clusters Score -2757798 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2758411.250000 Penalty: 2971.830322
	Iteration 11Q: 3 clusters Score -2758411 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2758767.000000 Penalty: 2971.830322
	Iteration 12Q: 3 clusters Score -2758767 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2758977.000000 Penalty: 2971.830322
	Iteration 13Q: 3 clusters Score -2758977 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2759084.500000 Penalty: 2971.830322
	Iteration 14Q: 3 clusters Score -2759084 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21172 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2759151.500000 Penalty: 2971.830322
	Iteration 15Q: 3 clusters Score -2759152 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21210 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2759195.500000 Penalty: 2971.830322
	Iteration 16Q: 3 clusters Score -2759196 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2759233.500000 Penalty: 2971.830322
	Iteration 17Q: 3 clusters Score -2759234 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2759255.750000 Penalty: 2971.830322
	Iteration 18Q: 3 clusters Score -2759256 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2759271.750000 Penalty: 2971.830322
	Iteration 19Q: 3 clusters Score -2759272 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21287 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2759286.000000 Penalty: 2971.830322
	Iteration 20F: 3 clusters Score -2759286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2759295.000000 Penalty: 2971.830322
	Iteration 21Q: 3 clusters Score -2759295 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21305 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2759307.500000 Penalty: 2971.830322
	Iteration 22Q: 3 clusters Score -2759308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2759307.750000 Penalty: 2971.830322
	Iteration 23Q: 3 clusters Score -2759308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -2759308.500000 Penalty: 2971.830322
	Iteration 24Q: 3 clusters Score -2759308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2759306.250000 Penalty: 2971.830322
	Iteration 25Q: 3 clusters Score -2759306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21311 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2759306.500000 Penalty: 2971.830322
	Iteration 26Q: 3 clusters Score -2759306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21311 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2759306.500000 Penalty: 2971.830322
	Iteration 27F: 3 clusters Score -2759306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Entering Unmasked Estep 
Score: -884799.312500 Penalty: 1316.722290
	Iteration 0F: 2 clusters Score -884799.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -879937.125000 Penalty: 2633.444580
	Iteration 0F: 3 clusters Score -879937.1 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -881411.000000 Penalty: 2633.444580
	Iteration 1F: 3 clusters Score -881411 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -881622.500000 Penalty: 2633.444580
	Iteration 2F: 3 clusters Score -881622.5 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -881752.937500 Penalty: 2633.444580
	Iteration 3Q: 3 clusters Score -881752.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -881850.437500 Penalty: 2633.444580
	Iteration 4Q: 3 clusters Score -881850.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -881933.812500 Penalty: 2633.444580
	Iteration 5Q: 3 clusters Score -881933.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -881990.375000 Penalty: 2633.444580
	Iteration 6Q: 3 clusters Score -881990.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -882047.187500 Penalty: 2633.444580
	Iteration 7Q: 3 clusters Score -882047.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -882109.750000 Penalty: 2633.444580
	Iteration 8Q: 3 clusters Score -882109.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -882182.000000 Penalty: 2633.444580
	Iteration 9Q: 3 clusters Score -882182 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -882254.312500 Penalty: 2633.444580
	Iteration 10Q: 3 clusters Score -882254.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -882343.062500 Penalty: 2633.444580
	Iteration 11Q: 3 clusters Score -882343.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -882432.312500 Penalty: 2633.444580
	Iteration 12Q: 3 clusters Score -882432.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -882536.500000 Penalty: 2633.444580
	Iteration 13Q: 3 clusters Score -882536.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -882650.687500 Penalty: 2633.444580
	Iteration 14Q: 3 clusters Score -882650.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -882781.437500 Penalty: 2633.444580
	Iteration 15Q: 3 clusters Score -882781.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -882919.187500 Penalty: 2633.444580
	Iteration 16Q: 3 clusters Score -882919.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -883056.125000 Penalty: 2633.444580
	Iteration 17Q: 3 clusters Score -883056.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -883159.750000 Penalty: 2633.444580
	Iteration 18Q: 3 clusters Score -883159.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -883270.500000 Penalty: 2633.444580
	Iteration 19Q: 3 clusters Score -883270.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -883369.750000 Penalty: 2633.444580
	Iteration 20F: 3 clusters Score -883369.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -883448.312500 Penalty: 2633.444580
	Iteration 21Q: 3 clusters Score -883448.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -883489.375000 Penalty: 2633.444580
	Iteration 22Q: 3 clusters Score -883489.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -883523.375000 Penalty: 2633.444580
	Iteration 23Q: 3 clusters Score -883523.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -883549.187500 Penalty: 2633.444580
	Iteration 24Q: 3 clusters Score -883549.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -883576.875000 Penalty: 2633.444580
	Iteration 25Q: 3 clusters Score -883576.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -883602.062500 Penalty: 2633.444580
	Iteration 26Q: 3 clusters Score -883602.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -883619.875000 Penalty: 2633.444580
	Iteration 27Q: 3 clusters Score -883619.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -883631.812500 Penalty: 2633.444580
	Iteration 28Q: 3 clusters Score -883631.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -883644.812500 Penalty: 2633.444580
	Iteration 29Q: 3 clusters Score -883644.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -883649.687500 Penalty: 2633.444580
	Iteration 30Q: 3 clusters Score -883649.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -883663.750000 Penalty: 2633.444580
	Iteration 31Q: 3 clusters Score -883663.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -883675.687500 Penalty: 2633.444580
	Iteration 32Q: 3 clusters Score -883675.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -883685.000000 Penalty: 2633.444580
	Iteration 33Q: 3 clusters Score -883685 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -883698.812500 Penalty: 2633.444580
	Iteration 34Q: 3 clusters Score -883698.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -883710.500000 Penalty: 2633.444580
	Iteration 35Q: 3 clusters Score -883710.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -883719.375000 Penalty: 2633.444580
	Iteration 36Q: 3 clusters Score -883719.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -883726.562500 Penalty: 2633.444580
	Iteration 37Q: 3 clusters Score -883726.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -883735.625000 Penalty: 2633.444580
	Iteration 38Q: 3 clusters Score -883735.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -883745.875000 Penalty: 2633.444580
	Iteration 39Q: 3 clusters Score -883745.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -883748.750000 Penalty: 2633.444580
	Iteration 40F: 3 clusters Score -883748.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -883750.250000 Penalty: 2633.444580
	Iteration 41Q: 3 clusters Score -883750.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -883750.250000 Penalty: 2633.444580
	Iteration 42F: 3 clusters Score -883750.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (27376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27376 members 
Entering Unmasked Estep 
Score: -3353928.000000 Penalty: 1520.352295
	Iteration 0F: 2 clusters Score -3353928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -3335809.500000 Penalty: 3040.704590
	Iteration 0F: 3 clusters Score -3335810 nChanged 12351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -3342416.250000 Penalty: 3040.704590
	Iteration 1F: 3 clusters Score -3342416 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -3342805.750000 Penalty: 3040.704590
	Iteration 2Q: 3 clusters Score -3342806 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -3343153.000000 Penalty: 3040.704590
	Iteration 3Q: 3 clusters Score -3343153 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -3343428.250000 Penalty: 3040.704590
	Iteration 4Q: 3 clusters Score -3343428 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -3343715.000000 Penalty: 3040.704590
	Iteration 5Q: 3 clusters Score -3343715 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -3343991.250000 Penalty: 3040.704590
	Iteration 6Q: 3 clusters Score -3343991 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -3344244.000000 Penalty: 3040.704590
	Iteration 7Q: 3 clusters Score -3344244 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -3344540.750000 Penalty: 3040.704590
	Iteration 8Q: 3 clusters Score -3344541 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -3344886.000000 Penalty: 3040.704590
	Iteration 9Q: 3 clusters Score -3344886 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -3345267.750000 Penalty: 3040.704590
	Iteration 10Q: 3 clusters Score -3345268 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -3345753.250000 Penalty: 3040.704590
	Iteration 11Q: 3 clusters Score -3345753 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -3346415.500000 Penalty: 3040.704590
	Iteration 12Q: 3 clusters Score -3346416 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -3347215.250000 Penalty: 3040.704590
	Iteration 13Q: 3 clusters Score -3347215 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -3348045.750000 Penalty: 3040.704590
	Iteration 14Q: 3 clusters Score -3348046 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -3348757.750000 Penalty: 3040.704590
	Iteration 15Q: 3 clusters Score -3348758 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -3349320.000000 Penalty: 3040.704590
	Iteration 16Q: 3 clusters Score -3349320 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -3349726.250000 Penalty: 3040.704590
	Iteration 17Q: 3 clusters Score -3349726 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -3350019.750000 Penalty: 3040.704590
	Iteration 18Q: 3 clusters Score -3350020 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -3350256.250000 Penalty: 3040.704590
	Iteration 19Q: 3 clusters Score -3350256 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 20900 members 
Entering Unmasked Estep 
Score: -3350408.000000 Penalty: 3040.704590
	Iteration 20F: 3 clusters Score -3350408 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 21254 members 
Entering Unmasked Estep 
Score: -3350606.750000 Penalty: 3040.704590
	Iteration 21Q: 3 clusters Score -3350607 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
Score: -3350763.500000 Penalty: 3040.704590
	Iteration 22Q: 3 clusters Score -3350764 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 21928 members 
Entering Unmasked Estep 
Score: -3350927.500000 Penalty: 3040.704590
	Iteration 23Q: 3 clusters Score -3350928 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -3351089.750000 Penalty: 3040.704590
	Iteration 24Q: 3 clusters Score -3351090 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 22517 members 
Entering Unmasked Estep 
Score: -3351216.250000 Penalty: 3040.704590
	Iteration 25Q: 3 clusters Score -3351216 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -3351367.500000 Penalty: 3040.704590
	Iteration 26Q: 3 clusters Score -3351368 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 23083 members 
Entering Unmasked Estep 
Score: -3351496.250000 Penalty: 3040.704590
	Iteration 27Q: 3 clusters Score -3351496 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 23367 members 
Entering Unmasked Estep 
Score: -3351655.250000 Penalty: 3040.704590
	Iteration 28Q: 3 clusters Score -3351655 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 23631 members 
Entering Unmasked Estep 
Score: -3351799.750000 Penalty: 3040.704590
	Iteration 29Q: 3 clusters Score -3351800 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 23872 members 
Entering Unmasked Estep 
Score: -3351931.500000 Penalty: 3040.704590
	Iteration 30Q: 3 clusters Score -3351932 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 24093 members 
Entering Unmasked Estep 
Score: -3352035.250000 Penalty: 3040.704590
	Iteration 31Q: 3 clusters Score -3352035 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 24304 members 
Entering Unmasked Estep 
Score: -3352137.750000 Penalty: 3040.704590
	Iteration 32Q: 3 clusters Score -3352138 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 24482 members 
Entering Unmasked Estep 
Score: -3352221.000000 Penalty: 3040.704590
	Iteration 33Q: 3 clusters Score -3352221 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 24637 members 
Entering Unmasked Estep 
Score: -3352293.750000 Penalty: 3040.704590
	Iteration 34Q: 3 clusters Score -3352294 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 24783 members 
Entering Unmasked Estep 
Score: -3352369.000000 Penalty: 3040.704590
	Iteration 35Q: 3 clusters Score -3352369 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 24913 members 
Entering Unmasked Estep 
Score: -3352424.250000 Penalty: 3040.704590
	Iteration 36Q: 3 clusters Score -3352424 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 25032 members 
Entering Unmasked Estep 
Score: -3352474.000000 Penalty: 3040.704590
	Iteration 37Q: 3 clusters Score -3352474 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 25149 members 
Entering Unmasked Estep 
Score: -3352527.500000 Penalty: 3040.704590
	Iteration 38Q: 3 clusters Score -3352528 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 25247 members 
Entering Unmasked Estep 
Score: -3352559.500000 Penalty: 3040.704590
	Iteration 39Q: 3 clusters Score -3352560 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 25339 members 
Entering Unmasked Estep 
Score: -3352583.000000 Penalty: 3040.704590
	Iteration 40F: 3 clusters Score -3352583 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 25417 members 
Entering Unmasked Estep 
Score: -3352628.750000 Penalty: 3040.704590
	Iteration 41Q: 3 clusters Score -3352629 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 25489 members 
Entering Unmasked Estep 
Score: -3352661.750000 Penalty: 3040.704590
	Iteration 42Q: 3 clusters Score -3352662 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 25562 members 
Entering Unmasked Estep 
Score: -3352682.750000 Penalty: 3040.704590
	Iteration 43Q: 3 clusters Score -3352683 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 25631 members 
Entering Unmasked Estep 
Score: -3352717.500000 Penalty: 3040.704590
	Iteration 44Q: 3 clusters Score -3352718 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 25686 members 
Entering Unmasked Estep 
Score: -3352738.000000 Penalty: 3040.704590
	Iteration 45Q: 3 clusters Score -3352738 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 25733 members 
Entering Unmasked Estep 
Score: -3352757.250000 Penalty: 3040.704590
	Iteration 46Q: 3 clusters Score -3352757 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 25768 members 
Entering Unmasked Estep 
Score: -3352771.500000 Penalty: 3040.704590
	Iteration 47Q: 3 clusters Score -3352772 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 25803 members 
Entering Unmasked Estep 
Score: -3352777.000000 Penalty: 3040.704590
	Iteration 48Q: 3 clusters Score -3352777 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 25822 members 
Entering Unmasked Estep 
Score: -3352785.750000 Penalty: 3040.704590
	Iteration 49Q: 3 clusters Score -3352786 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 25845 members 
Entering Unmasked Estep 
Score: -3352788.250000 Penalty: 3040.704590
	Iteration 50Q: 3 clusters Score -3352788 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 25863 members 
Entering Unmasked Estep 
Score: -3352788.750000 Penalty: 3040.704590
	Iteration 51Q: 3 clusters Score -3352789 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 25882 members 
Entering Unmasked Estep 
Score: -3352795.500000 Penalty: 3040.704590
	Iteration 52Q: 3 clusters Score -3352796 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 25899 members 
Entering Unmasked Estep 
Score: -3352801.250000 Penalty: 3040.704590
	Iteration 53Q: 3 clusters Score -3352801 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 25910 members 
Entering Unmasked Estep 
Score: -3352803.250000 Penalty: 3040.704590
	Iteration 54Q: 3 clusters Score -3352803 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 25922 members 
Entering Unmasked Estep 
Score: -3352804.750000 Penalty: 3040.704590
	Iteration 55Q: 3 clusters Score -3352805 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 25931 members 
Entering Unmasked Estep 
Score: -3352801.000000 Penalty: 3040.704590
	Iteration 56Q: 3 clusters Score -3352801 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 25945 members 
Entering Unmasked Estep 
Score: -3352807.000000 Penalty: 3040.704590
	Iteration 57Q: 3 clusters Score -3352807 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 25964 members 
Entering Unmasked Estep 
Score: -3352816.250000 Penalty: 3040.704590
	Iteration 58Q: 3 clusters Score -3352816 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 25980 members 
Entering Unmasked Estep 
Score: -3352834.000000 Penalty: 3040.704590
	Iteration 59Q: 3 clusters Score -3352834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 25990 members 
Entering Unmasked Estep 
Score: -3352835.250000 Penalty: 3040.704590
	Iteration 60F: 3 clusters Score -3352835 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 26000 members 
Entering Unmasked Estep 
Score: -3352836.500000 Penalty: 3040.704590
	Iteration 61Q: 3 clusters Score -3352836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 26008 members 
Entering Unmasked Estep 
Score: -3352836.500000 Penalty: 3040.704590
	Iteration 62Q: 3 clusters Score -3352836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 26013 members 
Entering Unmasked Estep 
Score: -3352839.000000 Penalty: 3040.704590
	Iteration 63Q: 3 clusters Score -3352839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 26017 members 
Entering Unmasked Estep 
Score: -3352837.250000 Penalty: 3040.704590
	Iteration 64Q: 3 clusters Score -3352837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 26020 members 
Entering Unmasked Estep 
Score: -3352839.750000 Penalty: 3040.704590
	Iteration 65Q: 3 clusters Score -3352840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 26022 members 
Entering Unmasked Estep 
Score: -3352840.500000 Penalty: 3040.704590
	Iteration 66Q: 3 clusters Score -3352840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 26025 members 
Entering Unmasked Estep 
Score: -3352843.250000 Penalty: 3040.704590
	Iteration 67Q: 3 clusters Score -3352843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 26032 members 
Entering Unmasked Estep 
Score: -3352843.250000 Penalty: 3040.704590
	Iteration 68Q: 3 clusters Score -3352843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 26037 members 
Entering Unmasked Estep 
Score: -3352848.750000 Penalty: 3040.704590
	Iteration 69Q: 3 clusters Score -3352849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 26042 members 
Entering Unmasked Estep 
Score: -3352851.250000 Penalty: 3040.704590
	Iteration 70Q: 3 clusters Score -3352851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 26048 members 
Entering Unmasked Estep 
Score: -3352855.000000 Penalty: 3040.704590
	Iteration 71Q: 3 clusters Score -3352855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 26054 members 
Entering Unmasked Estep 
Score: -3352857.000000 Penalty: 3040.704590
	Iteration 72Q: 3 clusters Score -3352857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 26061 members 
Entering Unmasked Estep 
Score: -3352860.750000 Penalty: 3040.704590
	Iteration 73Q: 3 clusters Score -3352861 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
Score: -3352862.250000 Penalty: 3040.704590
	Iteration 74Q: 3 clusters Score -3352862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 26081 members 
Entering Unmasked Estep 
Score: -3352866.250000 Penalty: 3040.704590
	Iteration 75Q: 3 clusters Score -3352866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 26092 members 
Entering Unmasked Estep 
Score: -3352867.750000 Penalty: 3040.704590
	Iteration 76Q: 3 clusters Score -3352868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 26103 members 
Entering Unmasked Estep 
Score: -3352875.250000 Penalty: 3040.704590
	Iteration 77Q: 3 clusters Score -3352875 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 26117 members 
Entering Unmasked Estep 
Score: -3352882.250000 Penalty: 3040.704590
	Iteration 78Q: 3 clusters Score -3352882 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 26133 members 
Entering Unmasked Estep 
Score: -3352878.500000 Penalty: 3040.704590
	Iteration 79Q: 3 clusters Score -3352878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 26143 members 
Entering Unmasked Estep 
Score: -3352884.000000 Penalty: 3040.704590
	Iteration 80F: 3 clusters Score -3352884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 26151 members 
Entering Unmasked Estep 
Score: -3352890.000000 Penalty: 3040.704590
	Iteration 81Q: 3 clusters Score -3352890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 26158 members 
Entering Unmasked Estep 
Score: -3352886.750000 Penalty: 3040.704590
	Iteration 82Q: 3 clusters Score -3352887 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 26166 members 
Entering Unmasked Estep 
Score: -3352895.750000 Penalty: 3040.704590
	Iteration 83Q: 3 clusters Score -3352896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 26172 members 
Entering Unmasked Estep 
Score: -3352896.000000 Penalty: 3040.704590
	Iteration 84Q: 3 clusters Score -3352896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 26179 members 
Entering Unmasked Estep 
Score: -3352898.250000 Penalty: 3040.704590
	Iteration 85Q: 3 clusters Score -3352898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 26187 members 
Entering Unmasked Estep 
Score: -3352902.000000 Penalty: 3040.704590
	Iteration 86Q: 3 clusters Score -3352902 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 26196 members 
Entering Unmasked Estep 
Score: -3352911.500000 Penalty: 3040.704590
	Iteration 87Q: 3 clusters Score -3352912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 26208 members 
Entering Unmasked Estep 
Score: -3352910.500000 Penalty: 3040.704590
	Iteration 88Q: 3 clusters Score -3352910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 26218 members 
Entering Unmasked Estep 
Score: -3352912.750000 Penalty: 3040.704590
	Iteration 89Q: 3 clusters Score -3352913 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 26225 members 
Entering Unmasked Estep 
Score: -3352921.750000 Penalty: 3040.704590
	Iteration 90Q: 3 clusters Score -3352922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 26234 members 
Entering Unmasked Estep 
Score: -3352926.000000 Penalty: 3040.704590
	Iteration 91Q: 3 clusters Score -3352926 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 26248 members 
Entering Unmasked Estep 
Score: -3352931.500000 Penalty: 3040.704590
	Iteration 92Q: 3 clusters Score -3352932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 26254 members 
Entering Unmasked Estep 
Score: -3352931.500000 Penalty: 3040.704590
	Iteration 93Q: 3 clusters Score -3352932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 26256 members 
Entering Unmasked Estep 
Score: -3352936.250000 Penalty: 3040.704590
	Iteration 94Q: 3 clusters Score -3352936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 26260 members 
Entering Unmasked Estep 
Score: -3352934.750000 Penalty: 3040.704590
	Iteration 95Q: 3 clusters Score -3352935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 26266 members 
Entering Unmasked Estep 
Score: -3352938.750000 Penalty: 3040.704590
	Iteration 96Q: 3 clusters Score -3352939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 26267 members 
Entering Unmasked Estep 
Score: -3352935.750000 Penalty: 3040.704590
	Iteration 97Q: 3 clusters Score -3352936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 26267 members 
Entering Unmasked Estep 
Score: -3352935.750000 Penalty: 3040.704590
	Iteration 98F: 3 clusters Score -3352936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (34983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34983 members 
Entering Unmasked Estep 
Score: -4396835.500000 Penalty: 1556.837524
	Iteration 0F: 2 clusters Score -4396836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -4373971.500000 Penalty: 3113.675049
	Iteration 0F: 3 clusters Score -4373972 nChanged 15839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -4382608.500000 Penalty: 3113.675049
	Iteration 1F: 3 clusters Score -4382608 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -4382964.500000 Penalty: 3113.675049
	Iteration 2Q: 3 clusters Score -4382964 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -4383293.500000 Penalty: 3113.675049
	Iteration 3Q: 3 clusters Score -4383294 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -4383550.500000 Penalty: 3113.675049
	Iteration 4Q: 3 clusters Score -4383550 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -4383744.500000 Penalty: 3113.675049
	Iteration 5Q: 3 clusters Score -4383744 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -4383949.000000 Penalty: 3113.675049
	Iteration 6Q: 3 clusters Score -4383949 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -4384128.500000 Penalty: 3113.675049
	Iteration 7Q: 3 clusters Score -4384128 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -4384263.000000 Penalty: 3113.675049
	Iteration 8Q: 3 clusters Score -4384263 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -4384377.500000 Penalty: 3113.675049
	Iteration 9Q: 3 clusters Score -4384378 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -4384492.500000 Penalty: 3113.675049
	Iteration 10Q: 3 clusters Score -4384492 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -4384621.500000 Penalty: 3113.675049
	Iteration 11Q: 3 clusters Score -4384622 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -4384755.000000 Penalty: 3113.675049
	Iteration 12Q: 3 clusters Score -4384755 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -4384970.000000 Penalty: 3113.675049
	Iteration 13Q: 3 clusters Score -4384970 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -4385210.000000 Penalty: 3113.675049
	Iteration 14Q: 3 clusters Score -4385210 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21824 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -4385609.500000 Penalty: 3113.675049
	Iteration 15Q: 3 clusters Score -4385610 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -4386292.000000 Penalty: 3113.675049
	Iteration 16Q: 3 clusters Score -4386292 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25074 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -4387293.500000 Penalty: 3113.675049
	Iteration 17F: 3 clusters Score -4387294 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27244 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -4388724.000000 Penalty: 3113.675049
	Iteration 18F: 3 clusters Score -4388724 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29559 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -4390598.000000 Penalty: 3113.675049
	Iteration 19F: 3 clusters Score -4390598 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31691 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -4392506.000000 Penalty: 3113.675049
	Iteration 20F: 3 clusters Score -4392506 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33249 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -4394007.000000 Penalty: 3113.675049
	Iteration 21Q: 3 clusters Score -4394007 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34128 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -4394876.500000 Penalty: 3113.675049
	Iteration 22Q: 3 clusters Score -4394876 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34493 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -4395245.500000 Penalty: 3113.675049
	Iteration 23Q: 3 clusters Score -4395246 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34635 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -4395413.500000 Penalty: 3113.675049
	Iteration 24Q: 3 clusters Score -4395414 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34673 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -4395484.500000 Penalty: 3113.675049
	Iteration 25Q: 3 clusters Score -4395484 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34691 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -4395522.000000 Penalty: 3113.675049
	Iteration 26Q: 3 clusters Score -4395522 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34704 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -4395538.500000 Penalty: 3113.675049
	Iteration 27Q: 3 clusters Score -4395538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34710 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -4395550.000000 Penalty: 3113.675049
	Iteration 28Q: 3 clusters Score -4395550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34718 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -4395565.500000 Penalty: 3113.675049
	Iteration 29Q: 3 clusters Score -4395566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34722 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -4395570.500000 Penalty: 3113.675049
	Iteration 30Q: 3 clusters Score -4395570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34725 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -4395573.500000 Penalty: 3113.675049
	Iteration 31Q: 3 clusters Score -4395574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34728 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -4395577.500000 Penalty: 3113.675049
	Iteration 32Q: 3 clusters Score -4395578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34730 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -4395579.500000 Penalty: 3113.675049
	Iteration 33Q: 3 clusters Score -4395580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34730 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -4395591.500000 Penalty: 3113.675049
	Iteration 34Q: 3 clusters Score -4395592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34732 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -4395594.000000 Penalty: 3113.675049
	Iteration 35Q: 3 clusters Score -4395594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34733 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -4395596.000000 Penalty: 3113.675049
	Iteration 36Q: 3 clusters Score -4395596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34733 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -4395598.500000 Penalty: 3113.675049
	Iteration 37Q: 3 clusters Score -4395598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34732 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -4395599.500000 Penalty: 3113.675049
	Iteration 38Q: 3 clusters Score -4395600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34732 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -4395599.500000 Penalty: 3113.675049
	Iteration 39F: 3 clusters Score -4395600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (50285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50285 members 
Entering Unmasked Estep 
Score: -6416821.500000 Penalty: 1610.828857
	Iteration 0F: 2 clusters Score -6416822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25209 members 
Mstep: Class 2 contains 25076 members 
Entering Unmasked Estep 
Score: -6384729.500000 Penalty: 3221.657715
	Iteration 0F: 3 clusters Score -6384730 nChanged 23312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25467 members 
Mstep: Class 2 contains 24818 members 
Entering Unmasked Estep 
Score: -6397838.000000 Penalty: 3221.657715
	Iteration 1F: 3 clusters Score -6397838 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25490 members 
Mstep: Class 2 contains 24795 members 
Entering Unmasked Estep 
Score: -6398637.000000 Penalty: 3221.657715
	Iteration 2Q: 3 clusters Score -6398637 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25422 members 
Mstep: Class 2 contains 24863 members 
Entering Unmasked Estep 
Score: -6399600.000000 Penalty: 3221.657715
	Iteration 3Q: 3 clusters Score -6399600 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 25000 members 
Entering Unmasked Estep 
Score: -6400664.500000 Penalty: 3221.657715
	Iteration 4F: 3 clusters Score -6400664 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25084 members 
Mstep: Class 2 contains 25201 members 
Entering Unmasked Estep 
Score: -6401934.000000 Penalty: 3221.657715
	Iteration 5F: 3 clusters Score -6401934 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 25433 members 
Entering Unmasked Estep 
Score: -6403247.500000 Penalty: 3221.657715
	Iteration 6F: 3 clusters Score -6403248 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24664 members 
Mstep: Class 2 contains 25621 members 
Entering Unmasked Estep 
Score: -6404545.000000 Penalty: 3221.657715
	Iteration 7F: 3 clusters Score -6404545 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24658 members 
Mstep: Class 2 contains 25627 members 
Entering Unmasked Estep 
Score: -6405606.500000 Penalty: 3221.657715
	Iteration 8Q: 3 clusters Score -6405606 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24880 members 
Mstep: Class 2 contains 25405 members 
Entering Unmasked Estep 
Score: -6406424.000000 Penalty: 3221.657715
	Iteration 9Q: 3 clusters Score -6406424 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25344 members 
Mstep: Class 2 contains 24941 members 
Entering Unmasked Estep 
Score: -6407018.000000 Penalty: 3221.657715
	Iteration 10Q: 3 clusters Score -6407018 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26048 members 
Mstep: Class 2 contains 24237 members 
Entering Unmasked Estep 
Score: -6407535.500000 Penalty: 3221.657715
	Iteration 11Q: 3 clusters Score -6407536 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27017 members 
Mstep: Class 2 contains 23268 members 
Entering Unmasked Estep 
Score: -6407958.000000 Penalty: 3221.657715
	Iteration 12Q: 3 clusters Score -6407958 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28134 members 
Mstep: Class 2 contains 22151 members 
Entering Unmasked Estep 
Score: -6408296.500000 Penalty: 3221.657715
	Iteration 13Q: 3 clusters Score -6408296 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29372 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -6408743.500000 Penalty: 3221.657715
	Iteration 14Q: 3 clusters Score -6408744 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30794 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -6409258.500000 Penalty: 3221.657715
	Iteration 15Q: 3 clusters Score -6409258 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32414 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -6409833.000000 Penalty: 3221.657715
	Iteration 16Q: 3 clusters Score -6409833 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34199 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -6410563.000000 Penalty: 3221.657715
	Iteration 17Q: 3 clusters Score -6410563 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36102 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -6411421.000000 Penalty: 3221.657715
	Iteration 18Q: 3 clusters Score -6411421 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38052 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -6412331.500000 Penalty: 3221.657715
	Iteration 19Q: 3 clusters Score -6412332 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39902 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -6413158.500000 Penalty: 3221.657715
	Iteration 20F: 3 clusters Score -6413158 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41563 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -6413920.500000 Penalty: 3221.657715
	Iteration 21Q: 3 clusters Score -6413920 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42986 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -6414530.000000 Penalty: 3221.657715
	Iteration 22Q: 3 clusters Score -6414530 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44156 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -6414995.000000 Penalty: 3221.657715
	Iteration 23Q: 3 clusters Score -6414995 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45115 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -6415347.500000 Penalty: 3221.657715
	Iteration 24Q: 3 clusters Score -6415348 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45821 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -6415609.000000 Penalty: 3221.657715
	Iteration 25Q: 3 clusters Score -6415609 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46385 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -6415814.500000 Penalty: 3221.657715
	Iteration 26Q: 3 clusters Score -6415814 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46808 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -6416001.500000 Penalty: 3221.657715
	Iteration 27Q: 3 clusters Score -6416002 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47129 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -6416101.500000 Penalty: 3221.657715
	Iteration 28Q: 3 clusters Score -6416102 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47369 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -6416168.500000 Penalty: 3221.657715
	Iteration 29Q: 3 clusters Score -6416168 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47537 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -6416214.500000 Penalty: 3221.657715
	Iteration 30Q: 3 clusters Score -6416214 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47676 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -6416242.000000 Penalty: 3221.657715
	Iteration 31Q: 3 clusters Score -6416242 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47788 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -6416270.500000 Penalty: 3221.657715
	Iteration 32Q: 3 clusters Score -6416270 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47885 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -6416292.500000 Penalty: 3221.657715
	Iteration 33Q: 3 clusters Score -6416292 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47938 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -6416294.000000 Penalty: 3221.657715
	Iteration 34Q: 3 clusters Score -6416294 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47976 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -6416308.000000 Penalty: 3221.657715
	Iteration 35Q: 3 clusters Score -6416308 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48019 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -6416327.500000 Penalty: 3221.657715
	Iteration 36Q: 3 clusters Score -6416328 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48046 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -6416326.000000 Penalty: 3221.657715
	Iteration 37Q: 3 clusters Score -6416326 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48071 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -6416332.500000 Penalty: 3221.657715
	Iteration 38Q: 3 clusters Score -6416332 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48093 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -6416343.000000 Penalty: 3221.657715
	Iteration 39Q: 3 clusters Score -6416343 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48118 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -6416338.500000 Penalty: 3221.657715
	Iteration 40F: 3 clusters Score -6416338 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48134 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -6416343.000000 Penalty: 3221.657715
	Iteration 41Q: 3 clusters Score -6416343 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48150 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -6416350.500000 Penalty: 3221.657715
	Iteration 42Q: 3 clusters Score -6416350 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48160 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -6416340.000000 Penalty: 3221.657715
	Iteration 43Q: 3 clusters Score -6416340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48171 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -6416348.500000 Penalty: 3221.657715
	Iteration 44Q: 3 clusters Score -6416348 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48183 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -6416346.000000 Penalty: 3221.657715
	Iteration 45Q: 3 clusters Score -6416346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48190 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -6416349.000000 Penalty: 3221.657715
	Iteration 46Q: 3 clusters Score -6416349 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48193 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -6416348.000000 Penalty: 3221.657715
	Iteration 47Q: 3 clusters Score -6416348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48197 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -6416354.000000 Penalty: 3221.657715
	Iteration 48Q: 3 clusters Score -6416354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48199 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -6416355.000000 Penalty: 3221.657715
	Iteration 49Q: 3 clusters Score -6416355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48201 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -6416351.500000 Penalty: 3221.657715
	Iteration 50Q: 3 clusters Score -6416352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48203 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -6416356.000000 Penalty: 3221.657715
	Iteration 51Q: 3 clusters Score -6416356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48207 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -6416356.500000 Penalty: 3221.657715
	Iteration 52Q: 3 clusters Score -6416356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48210 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -6416354.500000 Penalty: 3221.657715
	Iteration 53Q: 3 clusters Score -6416354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48212 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -6416355.000000 Penalty: 3221.657715
	Iteration 54Q: 3 clusters Score -6416355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48214 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -6416358.500000 Penalty: 3221.657715
	Iteration 55Q: 3 clusters Score -6416358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48220 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -6416358.500000 Penalty: 3221.657715
	Iteration 56Q: 3 clusters Score -6416358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48226 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -6416355.000000 Penalty: 3221.657715
	Iteration 57Q: 3 clusters Score -6416355 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48232 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -6416358.000000 Penalty: 3221.657715
	Iteration 58Q: 3 clusters Score -6416358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48239 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -6416367.500000 Penalty: 3221.657715
	Iteration 59Q: 3 clusters Score -6416368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48242 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -6416370.000000 Penalty: 3221.657715
	Iteration 60F: 3 clusters Score -6416370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48246 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -6416377.500000 Penalty: 3221.657715
	Iteration 61Q: 3 clusters Score -6416378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48250 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -6416372.000000 Penalty: 3221.657715
	Iteration 62Q: 3 clusters Score -6416372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48253 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -6416373.500000 Penalty: 3221.657715
	Iteration 63Q: 3 clusters Score -6416374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48255 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -6416373.000000 Penalty: 3221.657715
	Iteration 64Q: 3 clusters Score -6416373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48258 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -6416375.000000 Penalty: 3221.657715
	Iteration 65Q: 3 clusters Score -6416375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48262 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -6416379.000000 Penalty: 3221.657715
	Iteration 66Q: 3 clusters Score -6416379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48268 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -6416386.000000 Penalty: 3221.657715
	Iteration 67Q: 3 clusters Score -6416386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48271 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -6416383.000000 Penalty: 3221.657715
	Iteration 68Q: 3 clusters Score -6416383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48273 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -6416382.000000 Penalty: 3221.657715
	Iteration 69Q: 3 clusters Score -6416382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48276 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -6416380.000000 Penalty: 3221.657715
	Iteration 70Q: 3 clusters Score -6416380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48276 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -6416380.000000 Penalty: 3221.657715
	Iteration 71F: 3 clusters Score -6416380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (24127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24127 members 
Entering Unmasked Estep 
Score: -3012784.250000 Penalty: 1501.553711
	Iteration 0F: 2 clusters Score -3012784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -2997004.250000 Penalty: 3003.107422
	Iteration 0F: 3 clusters Score -2997004 nChanged 10713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -3002692.000000 Penalty: 3003.107422
	Iteration 1F: 3 clusters Score -3002692 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -3003043.250000 Penalty: 3003.107422
	Iteration 2Q: 3 clusters Score -3003043 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -3003323.250000 Penalty: 3003.107422
	Iteration 3Q: 3 clusters Score -3003323 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -3003535.750000 Penalty: 3003.107422
	Iteration 4Q: 3 clusters Score -3003536 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -3003734.750000 Penalty: 3003.107422
	Iteration 5Q: 3 clusters Score -3003735 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -3003966.000000 Penalty: 3003.107422
	Iteration 6Q: 3 clusters Score -3003966 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -3004256.500000 Penalty: 3003.107422
	Iteration 7Q: 3 clusters Score -3004256 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -3004660.250000 Penalty: 3003.107422
	Iteration 8Q: 3 clusters Score -3004660 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -3005267.000000 Penalty: 3003.107422
	Iteration 9Q: 3 clusters Score -3005267 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -3006145.000000 Penalty: 3003.107422
	Iteration 10F: 3 clusters Score -3006145 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -3007351.500000 Penalty: 3003.107422
	Iteration 11F: 3 clusters Score -3007352 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -3008770.000000 Penalty: 3003.107422
	Iteration 12F: 3 clusters Score -3008770 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22355 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -3010018.500000 Penalty: 3003.107422
	Iteration 13F: 3 clusters Score -3010018 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -3010837.250000 Penalty: 3003.107422
	Iteration 14Q: 3 clusters Score -3010837 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23572 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -3011198.500000 Penalty: 3003.107422
	Iteration 15Q: 3 clusters Score -3011198 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -3011381.000000 Penalty: 3003.107422
	Iteration 16Q: 3 clusters Score -3011381 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23797 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -3011473.750000 Penalty: 3003.107422
	Iteration 17Q: 3 clusters Score -3011474 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -3011522.750000 Penalty: 3003.107422
	Iteration 18Q: 3 clusters Score -3011523 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23852 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -3011553.500000 Penalty: 3003.107422
	Iteration 19Q: 3 clusters Score -3011554 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23864 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -3011577.250000 Penalty: 3003.107422
	Iteration 20F: 3 clusters Score -3011577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23867 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -3011591.000000 Penalty: 3003.107422
	Iteration 21Q: 3 clusters Score -3011591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23870 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -3011600.500000 Penalty: 3003.107422
	Iteration 22Q: 3 clusters Score -3011600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23869 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -3011598.000000 Penalty: 3003.107422
	Iteration 23Q: 3 clusters Score -3011598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23869 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -3011603.250000 Penalty: 3003.107422
	Iteration 24Q: 3 clusters Score -3011603 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23869 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -3011603.250000 Penalty: 3003.107422
	Iteration 25F: 3 clusters Score -3011603 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Entering Unmasked Estep 
Score: -2210435.000000 Penalty: 1459.048462
	Iteration 0F: 2 clusters Score -2210435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -2198481.500000 Penalty: 2918.096924
	Iteration 0F: 3 clusters Score -2198482 nChanged 8007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -2202828.250000 Penalty: 2918.096924
	Iteration 1F: 3 clusters Score -2202828 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -2203235.000000 Penalty: 2918.096924
	Iteration 2F: 3 clusters Score -2203235 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -2203589.500000 Penalty: 2918.096924
	Iteration 3Q: 3 clusters Score -2203590 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -2203999.500000 Penalty: 2918.096924
	Iteration 4Q: 3 clusters Score -2204000 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -2204446.000000 Penalty: 2918.096924
	Iteration 5Q: 3 clusters Score -2204446 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -2204994.500000 Penalty: 2918.096924
	Iteration 6Q: 3 clusters Score -2204994 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -2205625.000000 Penalty: 2918.096924
	Iteration 7F: 3 clusters Score -2205625 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -2206389.250000 Penalty: 2918.096924
	Iteration 8F: 3 clusters Score -2206389 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -2207205.750000 Penalty: 2918.096924
	Iteration 9F: 3 clusters Score -2207206 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -2207865.500000 Penalty: 2918.096924
	Iteration 10Q: 3 clusters Score -2207866 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -2208331.000000 Penalty: 2918.096924
	Iteration 11Q: 3 clusters Score -2208331 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2208656.250000 Penalty: 2918.096924
	Iteration 12Q: 3 clusters Score -2208656 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2208861.250000 Penalty: 2918.096924
	Iteration 13Q: 3 clusters Score -2208861 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2209001.500000 Penalty: 2918.096924
	Iteration 14Q: 3 clusters Score -2209002 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2209079.500000 Penalty: 2918.096924
	Iteration 15Q: 3 clusters Score -2209080 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2209137.000000 Penalty: 2918.096924
	Iteration 16Q: 3 clusters Score -2209137 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -2209179.250000 Penalty: 2918.096924
	Iteration 17Q: 3 clusters Score -2209179 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2209218.750000 Penalty: 2918.096924
	Iteration 18Q: 3 clusters Score -2209219 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -2209236.500000 Penalty: 2918.096924
	Iteration 19Q: 3 clusters Score -2209236 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2209259.750000 Penalty: 2918.096924
	Iteration 20F: 3 clusters Score -2209260 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2209271.500000 Penalty: 2918.096924
	Iteration 21Q: 3 clusters Score -2209272 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2209286.750000 Penalty: 2918.096924
	Iteration 22Q: 3 clusters Score -2209287 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2209293.500000 Penalty: 2918.096924
	Iteration 23Q: 3 clusters Score -2209294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2209302.750000 Penalty: 2918.096924
	Iteration 24Q: 3 clusters Score -2209303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2209304.250000 Penalty: 2918.096924
	Iteration 25Q: 3 clusters Score -2209304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2209307.750000 Penalty: 2918.096924
	Iteration 26Q: 3 clusters Score -2209308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2209313.250000 Penalty: 2918.096924
	Iteration 27Q: 3 clusters Score -2209313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2209315.000000 Penalty: 2918.096924
	Iteration 28Q: 3 clusters Score -2209315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2209317.250000 Penalty: 2918.096924
	Iteration 29Q: 3 clusters Score -2209317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2209320.500000 Penalty: 2918.096924
	Iteration 30Q: 3 clusters Score -2209320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2209324.750000 Penalty: 2918.096924
	Iteration 31Q: 3 clusters Score -2209325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2209330.000000 Penalty: 2918.096924
	Iteration 32Q: 3 clusters Score -2209330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2209330.000000 Penalty: 2918.096924
	Iteration 33F: 3 clusters Score -2209330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Entering Unmasked Estep 
Score: -1069014.500000 Penalty: 1353.141602
	Iteration 0F: 2 clusters Score -1069014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1062934.375000 Penalty: 2706.283203
	Iteration 0F: 3 clusters Score -1062934 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1064934.250000 Penalty: 2706.283203
	Iteration 1F: 3 clusters Score -1064934 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1065237.500000 Penalty: 2706.283203
	Iteration 2F: 3 clusters Score -1065238 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1065450.250000 Penalty: 2706.283203
	Iteration 3F: 3 clusters Score -1065450 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1065619.250000 Penalty: 2706.283203
	Iteration 4Q: 3 clusters Score -1065619 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1065805.625000 Penalty: 2706.283203
	Iteration 5Q: 3 clusters Score -1065806 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1065976.000000 Penalty: 2706.283203
	Iteration 6Q: 3 clusters Score -1065976 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1066117.625000 Penalty: 2706.283203
	Iteration 7Q: 3 clusters Score -1066118 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1066251.250000 Penalty: 2706.283203
	Iteration 8Q: 3 clusters Score -1066251 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1066392.500000 Penalty: 2706.283203
	Iteration 9Q: 3 clusters Score -1066392 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1066535.125000 Penalty: 2706.283203
	Iteration 10Q: 3 clusters Score -1066535 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1066665.125000 Penalty: 2706.283203
	Iteration 11Q: 3 clusters Score -1066665 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1066784.375000 Penalty: 2706.283203
	Iteration 12Q: 3 clusters Score -1066784 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1066904.750000 Penalty: 2706.283203
	Iteration 13Q: 3 clusters Score -1066905 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1067002.000000 Penalty: 2706.283203
	Iteration 14Q: 3 clusters Score -1067002 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1067091.000000 Penalty: 2706.283203
	Iteration 15Q: 3 clusters Score -1067091 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1067163.625000 Penalty: 2706.283203
	Iteration 16Q: 3 clusters Score -1067164 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1067224.625000 Penalty: 2706.283203
	Iteration 17Q: 3 clusters Score -1067225 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1067278.250000 Penalty: 2706.283203
	Iteration 18Q: 3 clusters Score -1067278 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1067324.000000 Penalty: 2706.283203
	Iteration 19Q: 3 clusters Score -1067324 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1067367.875000 Penalty: 2706.283203
	Iteration 20F: 3 clusters Score -1067368 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1067413.625000 Penalty: 2706.283203
	Iteration 21Q: 3 clusters Score -1067414 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1067450.750000 Penalty: 2706.283203
	Iteration 22Q: 3 clusters Score -1067451 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1067475.500000 Penalty: 2706.283203
	Iteration 23Q: 3 clusters Score -1067476 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1067507.250000 Penalty: 2706.283203
	Iteration 24Q: 3 clusters Score -1067507 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1067524.750000 Penalty: 2706.283203
	Iteration 25Q: 3 clusters Score -1067525 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1067538.250000 Penalty: 2706.283203
	Iteration 26Q: 3 clusters Score -1067538 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1067548.875000 Penalty: 2706.283203
	Iteration 27Q: 3 clusters Score -1067549 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1067560.125000 Penalty: 2706.283203
	Iteration 28Q: 3 clusters Score -1067560 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1067565.250000 Penalty: 2706.283203
	Iteration 29Q: 3 clusters Score -1067565 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1067570.125000 Penalty: 2706.283203
	Iteration 30Q: 3 clusters Score -1067570 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1067575.500000 Penalty: 2706.283203
	Iteration 31Q: 3 clusters Score -1067576 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1067585.375000 Penalty: 2706.283203
	Iteration 32Q: 3 clusters Score -1067585 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1067592.500000 Penalty: 2706.283203
	Iteration 33Q: 3 clusters Score -1067592 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1067599.375000 Penalty: 2706.283203
	Iteration 34Q: 3 clusters Score -1067599 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1067603.875000 Penalty: 2706.283203
	Iteration 35Q: 3 clusters Score -1067604 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1067609.625000 Penalty: 2706.283203
	Iteration 36Q: 3 clusters Score -1067610 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1067617.125000 Penalty: 2706.283203
	Iteration 37Q: 3 clusters Score -1067617 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1067626.875000 Penalty: 2706.283203
	Iteration 38Q: 3 clusters Score -1067627 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1067642.125000 Penalty: 2706.283203
	Iteration 39Q: 3 clusters Score -1067642 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1067651.750000 Penalty: 2706.283203
	Iteration 40F: 3 clusters Score -1067652 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1067658.000000 Penalty: 2706.283203
	Iteration 41Q: 3 clusters Score -1067658 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1067663.500000 Penalty: 2706.283203
	Iteration 42Q: 3 clusters Score -1067664 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1067671.500000 Penalty: 2706.283203
	Iteration 43Q: 3 clusters Score -1067672 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1067679.000000 Penalty: 2706.283203
	Iteration 44Q: 3 clusters Score -1067679 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1067689.125000 Penalty: 2706.283203
	Iteration 45Q: 3 clusters Score -1067689 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1067694.250000 Penalty: 2706.283203
	Iteration 46Q: 3 clusters Score -1067694 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1067698.375000 Penalty: 2706.283203
	Iteration 47Q: 3 clusters Score -1067698 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1067703.000000 Penalty: 2706.283203
	Iteration 48Q: 3 clusters Score -1067703 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1067704.625000 Penalty: 2706.283203
	Iteration 49Q: 3 clusters Score -1067705 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1067707.125000 Penalty: 2706.283203
	Iteration 50Q: 3 clusters Score -1067707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1067708.625000 Penalty: 2706.283203
	Iteration 51Q: 3 clusters Score -1067709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1067708.875000 Penalty: 2706.283203
	Iteration 52Q: 3 clusters Score -1067709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1067711.625000 Penalty: 2706.283203
	Iteration 53Q: 3 clusters Score -1067712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1067714.125000 Penalty: 2706.283203
	Iteration 54Q: 3 clusters Score -1067714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1067715.750000 Penalty: 2706.283203
	Iteration 55Q: 3 clusters Score -1067716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1067718.625000 Penalty: 2706.283203
	Iteration 56Q: 3 clusters Score -1067719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1067719.500000 Penalty: 2706.283203
	Iteration 57Q: 3 clusters Score -1067720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1067720.750000 Penalty: 2706.283203
	Iteration 58Q: 3 clusters Score -1067721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1067722.000000 Penalty: 2706.283203
	Iteration 59Q: 3 clusters Score -1067722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1067722.000000 Penalty: 2706.283203
	Iteration 60F: 3 clusters Score -1067722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1067725.750000 Penalty: 2706.283203
	Iteration 61Q: 3 clusters Score -1067726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1067726.375000 Penalty: 2706.283203
	Iteration 62Q: 3 clusters Score -1067726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1067731.000000 Penalty: 2706.283203
	Iteration 63Q: 3 clusters Score -1067731 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1067734.500000 Penalty: 2706.283203
	Iteration 64Q: 3 clusters Score -1067734 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1067737.375000 Penalty: 2706.283203
	Iteration 65Q: 3 clusters Score -1067737 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1067747.750000 Penalty: 2706.283203
	Iteration 66Q: 3 clusters Score -1067748 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1067752.750000 Penalty: 2706.283203
	Iteration 67Q: 3 clusters Score -1067753 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1067766.375000 Penalty: 2706.283203
	Iteration 68Q: 3 clusters Score -1067766 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1067775.625000 Penalty: 2706.283203
	Iteration 69Q: 3 clusters Score -1067776 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1067785.250000 Penalty: 2706.283203
	Iteration 70Q: 3 clusters Score -1067785 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1067798.500000 Penalty: 2706.283203
	Iteration 71Q: 3 clusters Score -1067798 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1067806.375000 Penalty: 2706.283203
	Iteration 72Q: 3 clusters Score -1067806 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1067819.625000 Penalty: 2706.283203
	Iteration 73Q: 3 clusters Score -1067820 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1067830.250000 Penalty: 2706.283203
	Iteration 74Q: 3 clusters Score -1067830 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1067833.875000 Penalty: 2706.283203
	Iteration 75Q: 3 clusters Score -1067834 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1067838.500000 Penalty: 2706.283203
	Iteration 76Q: 3 clusters Score -1067838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1067842.375000 Penalty: 2706.283203
	Iteration 77Q: 3 clusters Score -1067842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1067845.250000 Penalty: 2706.283203
	Iteration 78Q: 3 clusters Score -1067845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1067847.500000 Penalty: 2706.283203
	Iteration 79Q: 3 clusters Score -1067848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1067847.500000 Penalty: 2706.283203
	Iteration 80F: 3 clusters Score -1067848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1067848.375000 Penalty: 2706.283203
	Iteration 81Q: 3 clusters Score -1067848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1067852.000000 Penalty: 2706.283203
	Iteration 82Q: 3 clusters Score -1067852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1067853.500000 Penalty: 2706.283203
	Iteration 83Q: 3 clusters Score -1067854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1067856.625000 Penalty: 2706.283203
	Iteration 84Q: 3 clusters Score -1067857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1067858.250000 Penalty: 2706.283203
	Iteration 85Q: 3 clusters Score -1067858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1067858.250000 Penalty: 2706.283203
	Iteration 86Q: 3 clusters Score -1067858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1067859.750000 Penalty: 2706.283203
	Iteration 87Q: 3 clusters Score -1067860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1067860.250000 Penalty: 2706.283203
	Iteration 88Q: 3 clusters Score -1067860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1067862.250000 Penalty: 2706.283203
	Iteration 89Q: 3 clusters Score -1067862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1067861.750000 Penalty: 2706.283203
	Iteration 90Q: 3 clusters Score -1067862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1067863.125000 Penalty: 2706.283203
	Iteration 91Q: 3 clusters Score -1067863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1067863.375000 Penalty: 2706.283203
	Iteration 92Q: 3 clusters Score -1067863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1067864.375000 Penalty: 2706.283203
	Iteration 93Q: 3 clusters Score -1067864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1067864.000000 Penalty: 2706.283203
	Iteration 94Q: 3 clusters Score -1067864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1067864.875000 Penalty: 2706.283203
	Iteration 95Q: 3 clusters Score -1067865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1067865.000000 Penalty: 2706.283203
	Iteration 96Q: 3 clusters Score -1067865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1067865.000000 Penalty: 2706.283203
	Iteration 97F: 3 clusters Score -1067865 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (72444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72444 members 
Entering Unmasked Estep 
Score: -9121196.000000 Penalty: 1665.156738
	Iteration 0F: 2 clusters Score -9121196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35948 members 
Mstep: Class 2 contains 36496 members 
Entering Unmasked Estep 
Score: -9077574.000000 Penalty: 3330.313477
	Iteration 0F: 3 clusters Score -9077574 nChanged 33942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33342 members 
Mstep: Class 2 contains 39102 members 
Entering Unmasked Estep 
Score: -9096941.000000 Penalty: 3330.313477
	Iteration 1F: 3 clusters Score -9096941 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31720 members 
Mstep: Class 2 contains 40724 members 
Entering Unmasked Estep 
Score: -9097773.000000 Penalty: 3330.313477
	Iteration 2Q: 3 clusters Score -9097773 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29328 members 
Mstep: Class 2 contains 43116 members 
Entering Unmasked Estep 
Score: -9098830.000000 Penalty: 3330.313477
	Iteration 3Q: 3 clusters Score -9098830 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26123 members 
Mstep: Class 2 contains 46321 members 
Entering Unmasked Estep 
Score: -9100291.000000 Penalty: 3330.313477
	Iteration 4F: 3 clusters Score -9100291 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 50435 members 
Entering Unmasked Estep 
Score: -9102594.000000 Penalty: 3330.313477
	Iteration 5F: 3 clusters Score -9102594 nChanged 4903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 55020 members 
Entering Unmasked Estep 
Score: -9105555.000000 Penalty: 3330.313477
	Iteration 6F: 3 clusters Score -9105555 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 59294 members 
Entering Unmasked Estep 
Score: -9108836.000000 Penalty: 3330.313477
	Iteration 7F: 3 clusters Score -9108836 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 62837 members 
Entering Unmasked Estep 
Score: -9111763.000000 Penalty: 3330.313477
	Iteration 8F: 3 clusters Score -9111763 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 65253 members 
Entering Unmasked Estep 
Score: -9114062.000000 Penalty: 3330.313477
	Iteration 9Q: 3 clusters Score -9114062 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 66805 members 
Entering Unmasked Estep 
Score: -9115573.000000 Penalty: 3330.313477
	Iteration 10Q: 3 clusters Score -9115573 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 67863 members 
Entering Unmasked Estep 
Score: -9116476.000000 Penalty: 3330.313477
	Iteration 11Q: 3 clusters Score -9116476 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 68586 members 
Entering Unmasked Estep 
Score: -9117217.000000 Penalty: 3330.313477
	Iteration 12Q: 3 clusters Score -9117217 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 69157 members 
Entering Unmasked Estep 
Score: -9117662.000000 Penalty: 3330.313477
	Iteration 13Q: 3 clusters Score -9117662 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 69616 members 
Entering Unmasked Estep 
Score: -9118013.000000 Penalty: 3330.313477
	Iteration 14Q: 3 clusters Score -9118013 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 70000 members 
Entering Unmasked Estep 
Score: -9118338.000000 Penalty: 3330.313477
	Iteration 15Q: 3 clusters Score -9118338 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 70306 members 
Entering Unmasked Estep 
Score: -9118571.000000 Penalty: 3330.313477
	Iteration 16Q: 3 clusters Score -9118571 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 70575 members 
Entering Unmasked Estep 
Score: -9118789.000000 Penalty: 3330.313477
	Iteration 17Q: 3 clusters Score -9118789 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 70796 members 
Entering Unmasked Estep 
Score: -9118939.000000 Penalty: 3330.313477
	Iteration 18Q: 3 clusters Score -9118939 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 70976 members 
Entering Unmasked Estep 
Score: -9119071.000000 Penalty: 3330.313477
	Iteration 19Q: 3 clusters Score -9119071 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 71113 members 
Entering Unmasked Estep 
Score: -9119214.000000 Penalty: 3330.313477
	Iteration 20F: 3 clusters Score -9119214 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 71219 members 
Entering Unmasked Estep 
Score: -9119340.000000 Penalty: 3330.313477
	Iteration 21Q: 3 clusters Score -9119340 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 71303 members 
Entering Unmasked Estep 
Score: -9119378.000000 Penalty: 3330.313477
	Iteration 22Q: 3 clusters Score -9119378 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 71368 members 
Entering Unmasked Estep 
Score: -9119448.000000 Penalty: 3330.313477
	Iteration 23Q: 3 clusters Score -9119448 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 71416 members 
Entering Unmasked Estep 
Score: -9119484.000000 Penalty: 3330.313477
	Iteration 24Q: 3 clusters Score -9119484 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 71454 members 
Entering Unmasked Estep 
Score: -9119523.000000 Penalty: 3330.313477
	Iteration 25Q: 3 clusters Score -9119523 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 71481 members 
Entering Unmasked Estep 
Score: -9119546.000000 Penalty: 3330.313477
	Iteration 26Q: 3 clusters Score -9119546 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 71505 members 
Entering Unmasked Estep 
Score: -9119574.000000 Penalty: 3330.313477
	Iteration 27Q: 3 clusters Score -9119574 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 71530 members 
Entering Unmasked Estep 
Score: -9119586.000000 Penalty: 3330.313477
	Iteration 28Q: 3 clusters Score -9119586 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 71557 members 
Entering Unmasked Estep 
Score: -9119604.000000 Penalty: 3330.313477
	Iteration 29Q: 3 clusters Score -9119604 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 71581 members 
Entering Unmasked Estep 
Score: -9119633.000000 Penalty: 3330.313477
	Iteration 30Q: 3 clusters Score -9119633 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 71605 members 
Entering Unmasked Estep 
Score: -9119646.000000 Penalty: 3330.313477
	Iteration 31Q: 3 clusters Score -9119646 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 71617 members 
Entering Unmasked Estep 
Score: -9119657.000000 Penalty: 3330.313477
	Iteration 32Q: 3 clusters Score -9119657 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 71623 members 
Entering Unmasked Estep 
Score: -9119658.000000 Penalty: 3330.313477
	Iteration 33Q: 3 clusters Score -9119658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 71626 members 
Entering Unmasked Estep 
Score: -9119665.000000 Penalty: 3330.313477
	Iteration 34Q: 3 clusters Score -9119665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 71630 members 
Entering Unmasked Estep 
Score: -9119674.000000 Penalty: 3330.313477
	Iteration 35Q: 3 clusters Score -9119674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 71633 members 
Entering Unmasked Estep 
Score: -9119674.000000 Penalty: 3330.313477
	Iteration 36Q: 3 clusters Score -9119674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 71640 members 
Entering Unmasked Estep 
Score: -9119681.000000 Penalty: 3330.313477
	Iteration 37Q: 3 clusters Score -9119681 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 71653 members 
Entering Unmasked Estep 
Score: -9119691.000000 Penalty: 3330.313477
	Iteration 38Q: 3 clusters Score -9119691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 71655 members 
Entering Unmasked Estep 
Score: -9119698.000000 Penalty: 3330.313477
	Iteration 39Q: 3 clusters Score -9119698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 71656 members 
Entering Unmasked Estep 
Score: -9119698.000000 Penalty: 3330.313477
	Iteration 40F: 3 clusters Score -9119698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 71660 members 
Entering Unmasked Estep 
Score: -9119702.000000 Penalty: 3330.313477
	Iteration 41Q: 3 clusters Score -9119702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 71664 members 
Entering Unmasked Estep 
Score: -9119704.000000 Penalty: 3330.313477
	Iteration 42Q: 3 clusters Score -9119704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 71672 members 
Entering Unmasked Estep 
Score: -9119720.000000 Penalty: 3330.313477
	Iteration 43Q: 3 clusters Score -9119720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 71673 members 
Entering Unmasked Estep 
Score: -9119717.000000 Penalty: 3330.313477
	Iteration 44Q: 3 clusters Score -9119717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 71674 members 
Entering Unmasked Estep 
Score: -9119713.000000 Penalty: 3330.313477
	Iteration 45Q: 3 clusters Score -9119713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 71678 members 
Entering Unmasked Estep 
Score: -9119720.000000 Penalty: 3330.313477
	Iteration 46Q: 3 clusters Score -9119720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 71681 members 
Entering Unmasked Estep 
Score: -9119726.000000 Penalty: 3330.313477
	Iteration 47Q: 3 clusters Score -9119726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 71682 members 
Entering Unmasked Estep 
Score: -9119728.000000 Penalty: 3330.313477
	Iteration 48Q: 3 clusters Score -9119728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 71686 members 
Entering Unmasked Estep 
Score: -9119726.000000 Penalty: 3330.313477
	Iteration 49Q: 3 clusters Score -9119726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 71691 members 
Entering Unmasked Estep 
Score: -9119734.000000 Penalty: 3330.313477
	Iteration 50Q: 3 clusters Score -9119734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 71696 members 
Entering Unmasked Estep 
Score: -9119754.000000 Penalty: 3330.313477
	Iteration 51Q: 3 clusters Score -9119754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 71702 members 
Entering Unmasked Estep 
Score: -9119751.000000 Penalty: 3330.313477
	Iteration 52Q: 3 clusters Score -9119751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 71705 members 
Entering Unmasked Estep 
Score: -9119751.000000 Penalty: 3330.313477
	Iteration 53Q: 3 clusters Score -9119751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 71709 members 
Entering Unmasked Estep 
Score: -9119754.000000 Penalty: 3330.313477
	Iteration 54Q: 3 clusters Score -9119754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 71709 members 
Entering Unmasked Estep 
Score: -9119762.000000 Penalty: 3330.313477
	Iteration 55Q: 3 clusters Score -9119762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 71711 members 
Entering Unmasked Estep 
Score: -9119763.000000 Penalty: 3330.313477
	Iteration 56Q: 3 clusters Score -9119763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 71712 members 
Entering Unmasked Estep 
Score: -9119761.000000 Penalty: 3330.313477
	Iteration 57Q: 3 clusters Score -9119761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 71715 members 
Entering Unmasked Estep 
Score: -9119757.000000 Penalty: 3330.313477
	Iteration 58Q: 3 clusters Score -9119757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 71716 members 
Entering Unmasked Estep 
Score: -9119759.000000 Penalty: 3330.313477
	Iteration 59Q: 3 clusters Score -9119759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 71717 members 
Entering Unmasked Estep 
Score: -9119763.000000 Penalty: 3330.313477
	Iteration 60F: 3 clusters Score -9119763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 71719 members 
Entering Unmasked Estep 
Score: -9119764.000000 Penalty: 3330.313477
	Iteration 61Q: 3 clusters Score -9119764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 71722 members 
Entering Unmasked Estep 
Score: -9119769.000000 Penalty: 3330.313477
	Iteration 62Q: 3 clusters Score -9119769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 71724 members 
Entering Unmasked Estep 
Score: -9119769.000000 Penalty: 3330.313477
	Iteration 63Q: 3 clusters Score -9119769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 71727 members 
Entering Unmasked Estep 
Score: -9119765.000000 Penalty: 3330.313477
	Iteration 64Q: 3 clusters Score -9119765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 71732 members 
Entering Unmasked Estep 
Score: -9119781.000000 Penalty: 3330.313477
	Iteration 65Q: 3 clusters Score -9119781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 71735 members 
Entering Unmasked Estep 
Score: -9119781.000000 Penalty: 3330.313477
	Iteration 66Q: 3 clusters Score -9119781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 71739 members 
Entering Unmasked Estep 
Score: -9119779.000000 Penalty: 3330.313477
	Iteration 67Q: 3 clusters Score -9119779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 71744 members 
Entering Unmasked Estep 
Score: -9119784.000000 Penalty: 3330.313477
	Iteration 68Q: 3 clusters Score -9119784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 71745 members 
Entering Unmasked Estep 
Score: -9119787.000000 Penalty: 3330.313477
	Iteration 69Q: 3 clusters Score -9119787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 71746 members 
Entering Unmasked Estep 
Score: -9119792.000000 Penalty: 3330.313477
	Iteration 70Q: 3 clusters Score -9119792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 71748 members 
Entering Unmasked Estep 
Score: -9119789.000000 Penalty: 3330.313477
	Iteration 71Q: 3 clusters Score -9119789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 71746 members 
Entering Unmasked Estep 
Score: -9119794.000000 Penalty: 3330.313477
	Iteration 72Q: 3 clusters Score -9119794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 71747 members 
Entering Unmasked Estep 
Score: -9119806.000000 Penalty: 3330.313477
	Iteration 73Q: 3 clusters Score -9119806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 71747 members 
Entering Unmasked Estep 
Score: -9119805.000000 Penalty: 3330.313477
	Iteration 74Q: 3 clusters Score -9119805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 71749 members 
Entering Unmasked Estep 
Score: -9119802.000000 Penalty: 3330.313477
	Iteration 75Q: 3 clusters Score -9119802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 71749 members 
Entering Unmasked Estep 
Score: -9119802.000000 Penalty: 3330.313477
	Iteration 76F: 3 clusters Score -9119802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -54681.871094 Penalty: 951.863159
	Iteration 0F: 2 clusters Score -54681.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -53726.574219 Penalty: 1903.726318
	Iteration 0F: 3 clusters Score -53726.57 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -53948.085938 Penalty: 1903.726318
	Iteration 1F: 3 clusters Score -53948.09 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -54034.167969 Penalty: 1903.726318
	Iteration 2F: 3 clusters Score -54034.17 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -54106.558594 Penalty: 1903.726318
	Iteration 3Q: 3 clusters Score -54106.56 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -54181.949219 Penalty: 1903.726318
	Iteration 4Q: 3 clusters Score -54181.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -54253.320312 Penalty: 1903.726318
	Iteration 5Q: 3 clusters Score -54253.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -54429.574219 Penalty: 1903.726318
	Iteration 6Q: 3 clusters Score -54429.57 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -54512.195312 Penalty: 1903.726318
	Iteration 7Q: 3 clusters Score -54512.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -54551.492188 Penalty: 1903.726318
	Iteration 8Q: 3 clusters Score -54551.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -54589.230469 Penalty: 1903.726318
	Iteration 9Q: 3 clusters Score -54589.23 nChanged 10
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: -54618.730469 Penalty: 1903.726318
	Iteration 10Q: 3 clusters Score -54618.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -54637.812500 Penalty: 1903.726318
	Iteration 11Q: 3 clusters Score -54637.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -54652.617188 Penalty: 1903.726318
	Iteration 12Q: 3 clusters Score -54652.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -54667.757812 Penalty: 1903.726318
	Iteration 13Q: 3 clusters Score -54667.76 nChanged 3
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: -54676.050781 Penalty: 1903.726318
	Iteration 14Q: 3 clusters Score -54676.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -54679.785156 Penalty: 1903.726318
	Iteration 15Q: 3 clusters Score -54679.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -54695.500000 Penalty: 1903.726318
	Iteration 16Q: 3 clusters Score -54695.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -54702.597656 Penalty: 1903.726318
	Iteration 17Q: 3 clusters Score -54702.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -54719.921875 Penalty: 1903.726318
	Iteration 18Q: 3 clusters Score -54719.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -54721.417969 Penalty: 1903.726318
	Iteration 19Q: 3 clusters Score -54721.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -54721.417969 Penalty: 1903.726318
	Iteration 20F: 3 clusters Score -54721.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27376 members 
Mstep: Class 4 contains 34983 members 
Mstep: Class 5 contains 50285 members 
Mstep: Class 6 contains 24127 members 
Mstep: Class 7 contains 18132 members 
Mstep: Class 8 contains 8899 members 
Mstep: Class 9 contains 72444 members 
Mstep: Class 10 contains 352 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 47973 members 
Mstep: Class 13 contains 34451 members 
Mstep: Class 14 contains 3272 members 
Mstep: Class 15 contains 5674 members 
Mstep: Class 16 contains 17816 members 
Mstep: Class 17 contains 10365 members 
Mstep: Class 18 contains 30297 members 
Mstep: Class 19 contains 16230 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1374 members 
Mstep: Class 22 contains 8775 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11970 members 
Mstep: Class 25 contains 6047 members 
Mstep: Class 26 contains 41077 members 
Mstep: Class 27 contains 22498 members 
Mstep: Class 28 contains 5188 members 
Mstep: Class 29 contains 4582 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10943 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35619 members 
Mstep: Class 38 contains 60481 members 
Mstep: Class 39 contains 5797 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10179 members 
Mstep: Class 43 contains 4011 members 
Mstep: Class 44 contains 248 members 
Entering Unmasked Estep 
Score: -80999464.000000 Penalty: 87800.648438
Splitting cluster 10 changes total score from -81000400.000000 to -80999464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (1273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Entering Unmasked Estep 
Score: -150000.859375 Penalty: 1063.790771
	Iteration 0F: 2 clusters Score -150000.9 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 634 members 
Entering Unmasked Estep 
Score: -148580.281250 Penalty: 2127.581543
	Iteration 0F: 3 clusters Score -148580.3 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -148913.171875 Penalty: 2127.581543
	Iteration 1F: 3 clusters Score -148913.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -149019.656250 Penalty: 2127.581543
	Iteration 2F: 3 clusters Score -149019.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -149066.796875 Penalty: 2127.581543
	Iteration 3Q: 3 clusters Score -149066.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -149089.375000 Penalty: 2127.581543
	Iteration 4Q: 3 clusters Score -149089.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -149103.671875 Penalty: 2127.581543
	Iteration 5Q: 3 clusters Score -149103.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -149115.906250 Penalty: 2127.581543
	Iteration 6Q: 3 clusters Score -149115.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -149125.671875 Penalty: 2127.581543
	Iteration 7Q: 3 clusters Score -149125.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -149133.500000 Penalty: 2127.581543
	Iteration 8Q: 3 clusters Score -149133.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -149136.109375 Penalty: 2127.581543
	Iteration 9Q: 3 clusters Score -149136.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -149137.875000 Penalty: 2127.581543
	Iteration 10Q: 3 clusters Score -149137.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -149138.328125 Penalty: 2127.581543
	Iteration 11Q: 3 clusters Score -149138.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -149138.328125 Penalty: 2127.581543
	Iteration 12F: 3 clusters Score -149138.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (47973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47973 members 
Entering Unmasked Estep 
Score: -6105186.500000 Penalty: 1603.825073
	Iteration 0F: 2 clusters Score -6105186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23938 members 
Mstep: Class 2 contains 24035 members 
Entering Unmasked Estep 
Score: -6074421.000000 Penalty: 3207.650146
	Iteration 0F: 3 clusters Score -6074421 nChanged 22148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 24253 members 
Entering Unmasked Estep 
Score: -6086767.000000 Penalty: 3207.650146
	Iteration 1F: 3 clusters Score -6086767 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23648 members 
Mstep: Class 2 contains 24325 members 
Entering Unmasked Estep 
Score: -6087374.000000 Penalty: 3207.650146
	Iteration 2Q: 3 clusters Score -6087374 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23551 members 
Mstep: Class 2 contains 24422 members 
Entering Unmasked Estep 
Score: -6087934.500000 Penalty: 3207.650146
	Iteration 3Q: 3 clusters Score -6087934 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23339 members 
Mstep: Class 2 contains 24634 members 
Entering Unmasked Estep 
Score: -6088455.000000 Penalty: 3207.650146
	Iteration 4Q: 3 clusters Score -6088455 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 25023 members 
Entering Unmasked Estep 
Score: -6088966.000000 Penalty: 3207.650146
	Iteration 5Q: 3 clusters Score -6088966 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 25565 members 
Entering Unmasked Estep 
Score: -6089436.000000 Penalty: 3207.650146
	Iteration 6Q: 3 clusters Score -6089436 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21642 members 
Mstep: Class 2 contains 26331 members 
Entering Unmasked Estep 
Score: -6090023.500000 Penalty: 3207.650146
	Iteration 7Q: 3 clusters Score -6090024 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Mstep: Class 2 contains 27274 members 
Entering Unmasked Estep 
Score: -6090609.500000 Penalty: 3207.650146
	Iteration 8Q: 3 clusters Score -6090610 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 28598 members 
Entering Unmasked Estep 
Score: -6091386.000000 Penalty: 3207.650146
	Iteration 9Q: 3 clusters Score -6091386 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 30270 members 
Entering Unmasked Estep 
Score: -6092413.500000 Penalty: 3207.650146
	Iteration 10Q: 3 clusters Score -6092414 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 32211 members 
Entering Unmasked Estep 
Score: -6093583.500000 Penalty: 3207.650146
	Iteration 11F: 3 clusters Score -6093584 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 34438 members 
Entering Unmasked Estep 
Score: -6095024.000000 Penalty: 3207.650146
	Iteration 12F: 3 clusters Score -6095024 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 36746 members 
Entering Unmasked Estep 
Score: -6096439.000000 Penalty: 3207.650146
	Iteration 13F: 3 clusters Score -6096439 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 39092 members 
Entering Unmasked Estep 
Score: -6097987.500000 Penalty: 3207.650146
	Iteration 14F: 3 clusters Score -6097988 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 41385 members 
Entering Unmasked Estep 
Score: -6099594.000000 Penalty: 3207.650146
	Iteration 15Q: 3 clusters Score -6099594 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 43366 members 
Entering Unmasked Estep 
Score: -6101022.500000 Penalty: 3207.650146
	Iteration 16Q: 3 clusters Score -6101022 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 44886 members 
Entering Unmasked Estep 
Score: -6102075.500000 Penalty: 3207.650146
	Iteration 17Q: 3 clusters Score -6102076 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 45942 members 
Entering Unmasked Estep 
Score: -6102819.500000 Penalty: 3207.650146
	Iteration 18Q: 3 clusters Score -6102820 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 46623 members 
Entering Unmasked Estep 
Score: -6103271.000000 Penalty: 3207.650146
	Iteration 19Q: 3 clusters Score -6103271 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 47010 members 
Entering Unmasked Estep 
Score: -6103560.000000 Penalty: 3207.650146
	Iteration 20F: 3 clusters Score -6103560 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 47226 members 
Entering Unmasked Estep 
Score: -6103691.500000 Penalty: 3207.650146
	Iteration 21Q: 3 clusters Score -6103692 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 47338 members 
Entering Unmasked Estep 
Score: -6103765.500000 Penalty: 3207.650146
	Iteration 22Q: 3 clusters Score -6103766 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 47408 members 
Entering Unmasked Estep 
Score: -6103808.500000 Penalty: 3207.650146
	Iteration 23Q: 3 clusters Score -6103808 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 47442 members 
Entering Unmasked Estep 
Score: -6103845.500000 Penalty: 3207.650146
	Iteration 24Q: 3 clusters Score -6103846 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 47468 members 
Entering Unmasked Estep 
Score: -6103876.000000 Penalty: 3207.650146
	Iteration 25Q: 3 clusters Score -6103876 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 47494 members 
Entering Unmasked Estep 
Score: -6103895.000000 Penalty: 3207.650146
	Iteration 26Q: 3 clusters Score -6103895 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 47507 members 
Entering Unmasked Estep 
Score: -6103910.000000 Penalty: 3207.650146
	Iteration 27Q: 3 clusters Score -6103910 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 47520 members 
Entering Unmasked Estep 
Score: -6103915.000000 Penalty: 3207.650146
	Iteration 28Q: 3 clusters Score -6103915 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 47530 members 
Entering Unmasked Estep 
Score: -6103926.000000 Penalty: 3207.650146
	Iteration 29Q: 3 clusters Score -6103926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 47538 members 
Entering Unmasked Estep 
Score: -6103931.500000 Penalty: 3207.650146
	Iteration 30Q: 3 clusters Score -6103932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 47541 members 
Entering Unmasked Estep 
Score: -6103927.000000 Penalty: 3207.650146
	Iteration 31Q: 3 clusters Score -6103927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 47547 members 
Entering Unmasked Estep 
Score: -6103938.500000 Penalty: 3207.650146
	Iteration 32Q: 3 clusters Score -6103938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 47551 members 
Entering Unmasked Estep 
Score: -6103946.500000 Penalty: 3207.650146
	Iteration 33Q: 3 clusters Score -6103946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 47562 members 
Entering Unmasked Estep 
Score: -6103937.500000 Penalty: 3207.650146
	Iteration 34Q: 3 clusters Score -6103938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 47566 members 
Entering Unmasked Estep 
Score: -6103951.000000 Penalty: 3207.650146
	Iteration 35Q: 3 clusters Score -6103951 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 47569 members 
Entering Unmasked Estep 
Score: -6103954.000000 Penalty: 3207.650146
	Iteration 36Q: 3 clusters Score -6103954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 47572 members 
Entering Unmasked Estep 
Score: -6103968.500000 Penalty: 3207.650146
	Iteration 37Q: 3 clusters Score -6103968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 47577 members 
Entering Unmasked Estep 
Score: -6103978.000000 Penalty: 3207.650146
	Iteration 38Q: 3 clusters Score -6103978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 47580 members 
Entering Unmasked Estep 
Score: -6103987.000000 Penalty: 3207.650146
	Iteration 39Q: 3 clusters Score -6103987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 47583 members 
Entering Unmasked Estep 
Score: -6103994.500000 Penalty: 3207.650146
	Iteration 40F: 3 clusters Score -6103994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 47584 members 
Entering Unmasked Estep 
Score: -6103991.000000 Penalty: 3207.650146
	Iteration 41Q: 3 clusters Score -6103991 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 47584 members 
Entering Unmasked Estep 
Score: -6103991.000000 Penalty: 3207.650146
	Iteration 42F: 3 clusters Score -6103991 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (34451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34451 members 
Entering Unmasked Estep 
Score: -4356961.500000 Penalty: 1554.557251
	Iteration 0F: 2 clusters Score -4356962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -4334553.000000 Penalty: 3109.114502
	Iteration 0F: 3 clusters Score -4334553 nChanged 15630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -4343164.000000 Penalty: 3109.114502
	Iteration 1F: 3 clusters Score -4343164 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19510 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -4343854.000000 Penalty: 3109.114502
	Iteration 2F: 3 clusters Score -4343854 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -4344647.500000 Penalty: 3109.114502
	Iteration 3F: 3 clusters Score -4344648 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22450 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -4345722.500000 Penalty: 3109.114502
	Iteration 4F: 3 clusters Score -4345722 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24591 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -4347291.000000 Penalty: 3109.114502
	Iteration 5F: 3 clusters Score -4347291 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27070 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -4349271.000000 Penalty: 3109.114502
	Iteration 6F: 3 clusters Score -4349271 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29448 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -4351403.500000 Penalty: 3109.114502
	Iteration 7F: 3 clusters Score -4351404 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31381 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -4353114.000000 Penalty: 3109.114502
	Iteration 8F: 3 clusters Score -4353114 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32678 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -4354246.000000 Penalty: 3109.114502
	Iteration 9Q: 3 clusters Score -4354246 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33453 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -4354894.500000 Penalty: 3109.114502
	Iteration 10Q: 3 clusters Score -4354894 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33817 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -4355270.500000 Penalty: 3109.114502
	Iteration 11Q: 3 clusters Score -4355270 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33984 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -4355440.500000 Penalty: 3109.114502
	Iteration 12Q: 3 clusters Score -4355440 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34072 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -4355541.000000 Penalty: 3109.114502
	Iteration 13Q: 3 clusters Score -4355541 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34109 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -4355592.500000 Penalty: 3109.114502
	Iteration 14Q: 3 clusters Score -4355592 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34133 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -4355646.500000 Penalty: 3109.114502
	Iteration 15Q: 3 clusters Score -4355646 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34150 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -4355670.500000 Penalty: 3109.114502
	Iteration 16Q: 3 clusters Score -4355670 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34159 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -4355676.500000 Penalty: 3109.114502
	Iteration 17Q: 3 clusters Score -4355676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34166 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -4355691.000000 Penalty: 3109.114502
	Iteration 18Q: 3 clusters Score -4355691 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34174 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -4355705.500000 Penalty: 3109.114502
	Iteration 19Q: 3 clusters Score -4355706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34180 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -4355712.000000 Penalty: 3109.114502
	Iteration 20F: 3 clusters Score -4355712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34181 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -4355712.000000 Penalty: 3109.114502
	Iteration 21Q: 3 clusters Score -4355712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34181 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -4355712.000000 Penalty: 3109.114502
	Iteration 22F: 3 clusters Score -4355712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Entering Unmasked Estep 
Score: -381406.156250 Penalty: 1204.261719
	Iteration 0F: 2 clusters Score -381406.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -378854.250000 Penalty: 2408.523438
	Iteration 0F: 3 clusters Score -378854.2 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -379593.968750 Penalty: 2408.523438
	Iteration 1F: 3 clusters Score -379594 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -379766.656250 Penalty: 2408.523438
	Iteration 2F: 3 clusters Score -379766.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -379880.250000 Penalty: 2408.523438
	Iteration 3Q: 3 clusters Score -379880.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -379977.375000 Penalty: 2408.523438
	Iteration 4Q: 3 clusters Score -379977.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -380074.343750 Penalty: 2408.523438
	Iteration 5Q: 3 clusters Score -380074.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -380206.812500 Penalty: 2408.523438
	Iteration 6Q: 3 clusters Score -380206.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -380405.250000 Penalty: 2408.523438
	Iteration 7Q: 3 clusters Score -380405.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -380592.343750 Penalty: 2408.523438
	Iteration 8Q: 3 clusters Score -380592.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -380748.750000 Penalty: 2408.523438
	Iteration 9Q: 3 clusters Score -380748.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -380885.406250 Penalty: 2408.523438
	Iteration 10Q: 3 clusters Score -380885.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -381021.343750 Penalty: 2408.523438
	Iteration 11Q: 3 clusters Score -381021.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -381121.406250 Penalty: 2408.523438
	Iteration 12Q: 3 clusters Score -381121.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -381182.406250 Penalty: 2408.523438
	Iteration 13Q: 3 clusters Score -381182.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -381213.718750 Penalty: 2408.523438
	Iteration 14Q: 3 clusters Score -381213.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -381236.781250 Penalty: 2408.523438
	Iteration 15Q: 3 clusters Score -381236.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -381252.375000 Penalty: 2408.523438
	Iteration 16Q: 3 clusters Score -381252.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -381264.812500 Penalty: 2408.523438
	Iteration 17Q: 3 clusters Score -381264.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -381270.562500 Penalty: 2408.523438
	Iteration 18Q: 3 clusters Score -381270.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -381274.781250 Penalty: 2408.523438
	Iteration 19Q: 3 clusters Score -381274.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -381276.500000 Penalty: 2408.523438
	Iteration 20F: 3 clusters Score -381276.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -682400.375000 Penalty: 1286.175171
	Iteration 0F: 2 clusters Score -682400.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -678308.187500 Penalty: 2572.350342
	Iteration 0F: 3 clusters Score -678308.2 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -679501.562500 Penalty: 2572.350342
	Iteration 1F: 3 clusters Score -679501.6 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -679792.437500 Penalty: 2572.350342
	Iteration 2F: 3 clusters Score -679792.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -679978.625000 Penalty: 2572.350342
	Iteration 3F: 3 clusters Score -679978.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -680112.500000 Penalty: 2572.350342
	Iteration 4Q: 3 clusters Score -680112.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -680213.062500 Penalty: 2572.350342
	Iteration 5Q: 3 clusters Score -680213.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -680286.062500 Penalty: 2572.350342
	Iteration 6Q: 3 clusters Score -680286.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -680353.437500 Penalty: 2572.350342
	Iteration 7Q: 3 clusters Score -680353.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -680415.062500 Penalty: 2572.350342
	Iteration 8Q: 3 clusters Score -680415.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -680479.437500 Penalty: 2572.350342
	Iteration 9Q: 3 clusters Score -680479.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -680539.562500 Penalty: 2572.350342
	Iteration 10Q: 3 clusters Score -680539.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -680583.250000 Penalty: 2572.350342
	Iteration 11Q: 3 clusters Score -680583.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -680620.937500 Penalty: 2572.350342
	Iteration 12Q: 3 clusters Score -680620.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -680678.500000 Penalty: 2572.350342
	Iteration 13Q: 3 clusters Score -680678.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -680735.562500 Penalty: 2572.350342
	Iteration 14Q: 3 clusters Score -680735.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -680790.500000 Penalty: 2572.350342
	Iteration 15Q: 3 clusters Score -680790.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -680832.250000 Penalty: 2572.350342
	Iteration 16Q: 3 clusters Score -680832.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -680873.000000 Penalty: 2572.350342
	Iteration 17Q: 3 clusters Score -680873 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -680936.062500 Penalty: 2572.350342
	Iteration 18Q: 3 clusters Score -680936.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -681009.062500 Penalty: 2572.350342
	Iteration 19Q: 3 clusters Score -681009.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -681062.187500 Penalty: 2572.350342
	Iteration 20F: 3 clusters Score -681062.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -681098.000000 Penalty: 2572.350342
	Iteration 21Q: 3 clusters Score -681098 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -681132.500000 Penalty: 2572.350342
	Iteration 22Q: 3 clusters Score -681132.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -681163.812500 Penalty: 2572.350342
	Iteration 23Q: 3 clusters Score -681163.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -681188.875000 Penalty: 2572.350342
	Iteration 24Q: 3 clusters Score -681188.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -681203.375000 Penalty: 2572.350342
	Iteration 25Q: 3 clusters Score -681203.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -681218.875000 Penalty: 2572.350342
	Iteration 26Q: 3 clusters Score -681218.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -681232.000000 Penalty: 2572.350342
	Iteration 27Q: 3 clusters Score -681232 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -681249.500000 Penalty: 2572.350342
	Iteration 28Q: 3 clusters Score -681249.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -681267.750000 Penalty: 2572.350342
	Iteration 29Q: 3 clusters Score -681267.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -681278.875000 Penalty: 2572.350342
	Iteration 30Q: 3 clusters Score -681278.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -681288.500000 Penalty: 2572.350342
	Iteration 31Q: 3 clusters Score -681288.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -681296.812500 Penalty: 2572.350342
	Iteration 32Q: 3 clusters Score -681296.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -681303.500000 Penalty: 2572.350342
	Iteration 33Q: 3 clusters Score -681303.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -681309.125000 Penalty: 2572.350342
	Iteration 34Q: 3 clusters Score -681309.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -681316.750000 Penalty: 2572.350342
	Iteration 35Q: 3 clusters Score -681316.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -681320.000000 Penalty: 2572.350342
	Iteration 36Q: 3 clusters Score -681320 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -681324.500000 Penalty: 2572.350342
	Iteration 37Q: 3 clusters Score -681324.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -681327.812500 Penalty: 2572.350342
	Iteration 38Q: 3 clusters Score -681327.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -681330.687500 Penalty: 2572.350342
	Iteration 39Q: 3 clusters Score -681330.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -681331.437500 Penalty: 2572.350342
	Iteration 40F: 3 clusters Score -681331.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -681333.250000 Penalty: 2572.350342
	Iteration 41Q: 3 clusters Score -681333.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -681337.437500 Penalty: 2572.350342
	Iteration 42Q: 3 clusters Score -681337.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -681337.187500 Penalty: 2572.350342
	Iteration 43Q: 3 clusters Score -681337.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -681338.687500 Penalty: 2572.350342
	Iteration 44Q: 3 clusters Score -681338.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -681338.750000 Penalty: 2572.350342
	Iteration 45Q: 3 clusters Score -681338.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -681340.062500 Penalty: 2572.350342
	Iteration 46Q: 3 clusters Score -681340.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -681340.000000 Penalty: 2572.350342
	Iteration 47Q: 3 clusters Score -681340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -681340.437500 Penalty: 2572.350342
	Iteration 48Q: 3 clusters Score -681340.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -681342.062500 Penalty: 2572.350342
	Iteration 49Q: 3 clusters Score -681342.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -681343.375000 Penalty: 2572.350342
	Iteration 50Q: 3 clusters Score -681343.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -681344.500000 Penalty: 2572.350342
	Iteration 51Q: 3 clusters Score -681344.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -681343.750000 Penalty: 2572.350342
	Iteration 52Q: 3 clusters Score -681343.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -681344.375000 Penalty: 2572.350342
	Iteration 53Q: 3 clusters Score -681344.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -681344.375000 Penalty: 2572.350342
	Iteration 54F: 3 clusters Score -681344.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Entering Unmasked Estep 
Score: -2247704.500000 Penalty: 1456.432495
	Iteration 0F: 2 clusters Score -2247704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -2235981.250000 Penalty: 2912.864990
	Iteration 0F: 3 clusters Score -2235981 nChanged 7793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -2240178.750000 Penalty: 2912.864990
	Iteration 1F: 3 clusters Score -2240179 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -2240593.500000 Penalty: 2912.864990
	Iteration 2F: 3 clusters Score -2240594 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -2240934.250000 Penalty: 2912.864990
	Iteration 3Q: 3 clusters Score -2240934 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -2241285.000000 Penalty: 2912.864990
	Iteration 4Q: 3 clusters Score -2241285 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -2241630.000000 Penalty: 2912.864990
	Iteration 5Q: 3 clusters Score -2241630 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -2242054.750000 Penalty: 2912.864990
	Iteration 6Q: 3 clusters Score -2242055 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -2242656.250000 Penalty: 2912.864990
	Iteration 7F: 3 clusters Score -2242656 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -2243462.250000 Penalty: 2912.864990
	Iteration 8F: 3 clusters Score -2243462 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -2244315.000000 Penalty: 2912.864990
	Iteration 9F: 3 clusters Score -2244315 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -2245118.750000 Penalty: 2912.864990
	Iteration 10F: 3 clusters Score -2245119 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2245744.000000 Penalty: 2912.864990
	Iteration 11Q: 3 clusters Score -2245744 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2246115.000000 Penalty: 2912.864990
	Iteration 12Q: 3 clusters Score -2246115 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2246257.500000 Penalty: 2912.864990
	Iteration 13Q: 3 clusters Score -2246258 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2246357.750000 Penalty: 2912.864990
	Iteration 14Q: 3 clusters Score -2246358 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2246420.500000 Penalty: 2912.864990
	Iteration 15Q: 3 clusters Score -2246420 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2246464.750000 Penalty: 2912.864990
	Iteration 16Q: 3 clusters Score -2246465 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2246499.000000 Penalty: 2912.864990
	Iteration 17Q: 3 clusters Score -2246499 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2246511.750000 Penalty: 2912.864990
	Iteration 18Q: 3 clusters Score -2246512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2246519.250000 Penalty: 2912.864990
	Iteration 19Q: 3 clusters Score -2246519 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2246534.250000 Penalty: 2912.864990
	Iteration 20F: 3 clusters Score -2246534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2246542.500000 Penalty: 2912.864990
	Iteration 21Q: 3 clusters Score -2246542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2246542.000000 Penalty: 2912.864990
	Iteration 22Q: 3 clusters Score -2246542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2246542.000000 Penalty: 2912.864990
	Iteration 23F: 3 clusters Score -2246542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Entering Unmasked Estep 
Score: -1243864.125000 Penalty: 1375.833130
	Iteration 0F: 2 clusters Score -1243864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1236949.375000 Penalty: 2751.666260
	Iteration 0F: 3 clusters Score -1236949 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1239119.250000 Penalty: 2751.666260
	Iteration 1F: 3 clusters Score -1239119 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1239413.625000 Penalty: 2751.666260
	Iteration 2F: 3 clusters Score -1239414 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1239634.625000 Penalty: 2751.666260
	Iteration 3Q: 3 clusters Score -1239635 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1239862.750000 Penalty: 2751.666260
	Iteration 4Q: 3 clusters Score -1239863 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1240098.000000 Penalty: 2751.666260
	Iteration 5Q: 3 clusters Score -1240098 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1240373.500000 Penalty: 2751.666260
	Iteration 6Q: 3 clusters Score -1240374 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1240731.500000 Penalty: 2751.666260
	Iteration 7Q: 3 clusters Score -1240732 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1241190.125000 Penalty: 2751.666260
	Iteration 8F: 3 clusters Score -1241190 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1241674.125000 Penalty: 2751.666260
	Iteration 9F: 3 clusters Score -1241674 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1242101.875000 Penalty: 2751.666260
	Iteration 10F: 3 clusters Score -1242102 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1242464.625000 Penalty: 2751.666260
	Iteration 11Q: 3 clusters Score -1242465 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1242722.625000 Penalty: 2751.666260
	Iteration 12Q: 3 clusters Score -1242723 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1242902.750000 Penalty: 2751.666260
	Iteration 13Q: 3 clusters Score -1242903 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1243019.625000 Penalty: 2751.666260
	Iteration 14Q: 3 clusters Score -1243020 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1243118.125000 Penalty: 2751.666260
	Iteration 15Q: 3 clusters Score -1243118 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1243193.625000 Penalty: 2751.666260
	Iteration 16Q: 3 clusters Score -1243194 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1243254.125000 Penalty: 2751.666260
	Iteration 17Q: 3 clusters Score -1243254 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1243302.750000 Penalty: 2751.666260
	Iteration 18Q: 3 clusters Score -1243303 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1243347.625000 Penalty: 2751.666260
	Iteration 19Q: 3 clusters Score -1243348 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1243381.625000 Penalty: 2751.666260
	Iteration 20F: 3 clusters Score -1243382 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1243416.500000 Penalty: 2751.666260
	Iteration 21Q: 3 clusters Score -1243416 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1243440.625000 Penalty: 2751.666260
	Iteration 22Q: 3 clusters Score -1243441 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1243470.000000 Penalty: 2751.666260
	Iteration 23Q: 3 clusters Score -1243470 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1243480.250000 Penalty: 2751.666260
	Iteration 24Q: 3 clusters Score -1243480 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1243489.000000 Penalty: 2751.666260
	Iteration 25Q: 3 clusters Score -1243489 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1243496.625000 Penalty: 2751.666260
	Iteration 26Q: 3 clusters Score -1243497 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1243507.125000 Penalty: 2751.666260
	Iteration 27Q: 3 clusters Score -1243507 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1243514.125000 Penalty: 2751.666260
	Iteration 28Q: 3 clusters Score -1243514 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1243527.500000 Penalty: 2751.666260
	Iteration 29Q: 3 clusters Score -1243528 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1243533.875000 Penalty: 2751.666260
	Iteration 30Q: 3 clusters Score -1243534 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1243542.500000 Penalty: 2751.666260
	Iteration 31Q: 3 clusters Score -1243542 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1243547.000000 Penalty: 2751.666260
	Iteration 32Q: 3 clusters Score -1243547 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1243553.250000 Penalty: 2751.666260
	Iteration 33Q: 3 clusters Score -1243553 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1243553.375000 Penalty: 2751.666260
	Iteration 34Q: 3 clusters Score -1243553 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1243549.750000 Penalty: 2751.666260
	Iteration 35Q: 3 clusters Score -1243550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1243560.000000 Penalty: 2751.666260
	Iteration 36Q: 3 clusters Score -1243560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1243563.000000 Penalty: 2751.666260
	Iteration 37Q: 3 clusters Score -1243563 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1243568.750000 Penalty: 2751.666260
	Iteration 38Q: 3 clusters Score -1243569 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1243570.375000 Penalty: 2751.666260
	Iteration 39Q: 3 clusters Score -1243570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1243573.000000 Penalty: 2751.666260
	Iteration 40F: 3 clusters Score -1243573 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1243576.125000 Penalty: 2751.666260
	Iteration 41Q: 3 clusters Score -1243576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1243575.500000 Penalty: 2751.666260
	Iteration 42Q: 3 clusters Score -1243576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1243578.000000 Penalty: 2751.666260
	Iteration 43Q: 3 clusters Score -1243578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1243579.375000 Penalty: 2751.666260
	Iteration 44Q: 3 clusters Score -1243579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1243576.875000 Penalty: 2751.666260
	Iteration 45Q: 3 clusters Score -1243577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1243578.125000 Penalty: 2751.666260
	Iteration 46Q: 3 clusters Score -1243578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1243579.875000 Penalty: 2751.666260
	Iteration 47Q: 3 clusters Score -1243580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1243581.250000 Penalty: 2751.666260
	Iteration 48Q: 3 clusters Score -1243581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1243581.375000 Penalty: 2751.666260
	Iteration 49Q: 3 clusters Score -1243581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1243580.500000 Penalty: 2751.666260
	Iteration 50Q: 3 clusters Score -1243580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1243582.625000 Penalty: 2751.666260
	Iteration 51Q: 3 clusters Score -1243583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1243583.375000 Penalty: 2751.666260
	Iteration 52Q: 3 clusters Score -1243583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1243582.250000 Penalty: 2751.666260
	Iteration 53Q: 3 clusters Score -1243582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1243582.250000 Penalty: 2751.666260
	Iteration 54Q: 3 clusters Score -1243582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1243582.250000 Penalty: 2751.666260
	Iteration 55F: 3 clusters Score -1243582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (30297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30297 members 
Entering Unmasked Estep 
Score: -3546997.500000 Penalty: 1535.437988
	Iteration 0F: 2 clusters Score -3546998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -3527302.000000 Penalty: 3070.875977
	Iteration 0F: 3 clusters Score -3527302 nChanged 13658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -3534677.750000 Penalty: 3070.875977
	Iteration 1F: 3 clusters Score -3534678 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -3535191.500000 Penalty: 3070.875977
	Iteration 2Q: 3 clusters Score -3535192 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -3535664.250000 Penalty: 3070.875977
	Iteration 3Q: 3 clusters Score -3535664 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -3536243.750000 Penalty: 3070.875977
	Iteration 4Q: 3 clusters Score -3536244 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -3536928.250000 Penalty: 3070.875977
	Iteration 5Q: 3 clusters Score -3536928 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 20827 members 
Entering Unmasked Estep 
Score: -3537871.000000 Penalty: 3070.875977
	Iteration 6F: 3 clusters Score -3537871 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 22755 members 
Entering Unmasked Estep 
Score: -3539284.000000 Penalty: 3070.875977
	Iteration 7F: 3 clusters Score -3539284 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 24860 members 
Entering Unmasked Estep 
Score: -3541030.500000 Penalty: 3070.875977
	Iteration 8F: 3 clusters Score -3541030 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 26823 members 
Entering Unmasked Estep 
Score: -3542779.000000 Penalty: 3070.875977
	Iteration 9F: 3 clusters Score -3542779 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 28316 members 
Entering Unmasked Estep 
Score: -3544160.750000 Penalty: 3070.875977
	Iteration 10Q: 3 clusters Score -3544161 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 29232 members 
Entering Unmasked Estep 
Score: -3545038.750000 Penalty: 3070.875977
	Iteration 11Q: 3 clusters Score -3545039 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 29654 members 
Entering Unmasked Estep 
Score: -3545432.500000 Penalty: 3070.875977
	Iteration 12Q: 3 clusters Score -3545432 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 29824 members 
Entering Unmasked Estep 
Score: -3545637.000000 Penalty: 3070.875977
	Iteration 13Q: 3 clusters Score -3545637 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 29902 members 
Entering Unmasked Estep 
Score: -3545735.500000 Penalty: 3070.875977
	Iteration 14Q: 3 clusters Score -3545736 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 29938 members 
Entering Unmasked Estep 
Score: -3545809.750000 Penalty: 3070.875977
	Iteration 15Q: 3 clusters Score -3545810 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 29963 members 
Entering Unmasked Estep 
Score: -3545840.750000 Penalty: 3070.875977
	Iteration 16Q: 3 clusters Score -3545841 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 29980 members 
Entering Unmasked Estep 
Score: -3545859.000000 Penalty: 3070.875977
	Iteration 17Q: 3 clusters Score -3545859 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 29992 members 
Entering Unmasked Estep 
Score: -3545885.500000 Penalty: 3070.875977
	Iteration 18Q: 3 clusters Score -3545886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 30000 members 
Entering Unmasked Estep 
Score: -3545888.500000 Penalty: 3070.875977
	Iteration 19Q: 3 clusters Score -3545888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 29999 members 
Entering Unmasked Estep 
Score: -3545893.500000 Penalty: 3070.875977
	Iteration 20F: 3 clusters Score -3545894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 30000 members 
Entering Unmasked Estep 
Score: -3545892.500000 Penalty: 3070.875977
	Iteration 21Q: 3 clusters Score -3545892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 30000 members 
Entering Unmasked Estep 
Score: -3545892.500000 Penalty: 3070.875977
	Iteration 22F: 3 clusters Score -3545892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (16230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Entering Unmasked Estep 
Score: -2052078.625000 Penalty: 1442.558960
	Iteration 0F: 2 clusters Score -2052079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -2041467.375000 Penalty: 2885.117920
	Iteration 0F: 3 clusters Score -2041467 nChanged 6972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -2045148.750000 Penalty: 2885.117920
	Iteration 1F: 3 clusters Score -2045149 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -2045493.000000 Penalty: 2885.117920
	Iteration 2F: 3 clusters Score -2045493 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -2045795.875000 Penalty: 2885.117920
	Iteration 3Q: 3 clusters Score -2045796 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -2046089.375000 Penalty: 2885.117920
	Iteration 4Q: 3 clusters Score -2046089 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -2046356.625000 Penalty: 2885.117920
	Iteration 5Q: 3 clusters Score -2046357 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -2046613.500000 Penalty: 2885.117920
	Iteration 6Q: 3 clusters Score -2046614 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -2046891.000000 Penalty: 2885.117920
	Iteration 7Q: 3 clusters Score -2046891 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -2047161.125000 Penalty: 2885.117920
	Iteration 8Q: 3 clusters Score -2047161 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -2047491.250000 Penalty: 2885.117920
	Iteration 9Q: 3 clusters Score -2047491 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -2047853.625000 Penalty: 2885.117920
	Iteration 10Q: 3 clusters Score -2047854 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -2048255.125000 Penalty: 2885.117920
	Iteration 11Q: 3 clusters Score -2048255 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -2048653.000000 Penalty: 2885.117920
	Iteration 12Q: 3 clusters Score -2048653 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -2049038.125000 Penalty: 2885.117920
	Iteration 13Q: 3 clusters Score -2049038 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -2049348.500000 Penalty: 2885.117920
	Iteration 14Q: 3 clusters Score -2049348 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -2049576.875000 Penalty: 2885.117920
	Iteration 15Q: 3 clusters Score -2049577 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -2049719.625000 Penalty: 2885.117920
	Iteration 16Q: 3 clusters Score -2049720 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -2049800.375000 Penalty: 2885.117920
	Iteration 17Q: 3 clusters Score -2049800 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -2049850.875000 Penalty: 2885.117920
	Iteration 18Q: 3 clusters Score -2049851 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -2049881.750000 Penalty: 2885.117920
	Iteration 19Q: 3 clusters Score -2049882 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -2049896.625000 Penalty: 2885.117920
	Iteration 20F: 3 clusters Score -2049897 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -2049914.125000 Penalty: 2885.117920
	Iteration 21Q: 3 clusters Score -2049914 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -2049922.375000 Penalty: 2885.117920
	Iteration 22Q: 3 clusters Score -2049922 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -2049928.000000 Penalty: 2885.117920
	Iteration 23Q: 3 clusters Score -2049928 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -2049934.625000 Penalty: 2885.117920
	Iteration 24Q: 3 clusters Score -2049935 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -2049940.625000 Penalty: 2885.117920
	Iteration 25Q: 3 clusters Score -2049941 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -2049955.625000 Penalty: 2885.117920
	Iteration 26Q: 3 clusters Score -2049956 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -2049962.125000 Penalty: 2885.117920
	Iteration 27Q: 3 clusters Score -2049962 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -2049960.750000 Penalty: 2885.117920
	Iteration 28Q: 3 clusters Score -2049961 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -2049963.375000 Penalty: 2885.117920
	Iteration 29Q: 3 clusters Score -2049963 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -2049967.000000 Penalty: 2885.117920
	Iteration 30Q: 3 clusters Score -2049967 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -2049970.125000 Penalty: 2885.117920
	Iteration 31Q: 3 clusters Score -2049970 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -2049975.125000 Penalty: 2885.117920
	Iteration 32Q: 3 clusters Score -2049975 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -2049975.500000 Penalty: 2885.117920
	Iteration 33Q: 3 clusters Score -2049976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -2049977.000000 Penalty: 2885.117920
	Iteration 34Q: 3 clusters Score -2049977 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -2049976.875000 Penalty: 2885.117920
	Iteration 35Q: 3 clusters Score -2049977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -2049980.000000 Penalty: 2885.117920
	Iteration 36Q: 3 clusters Score -2049980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -2049983.125000 Penalty: 2885.117920
	Iteration 37Q: 3 clusters Score -2049983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -2049983.000000 Penalty: 2885.117920
	Iteration 38Q: 3 clusters Score -2049983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -2049980.375000 Penalty: 2885.117920
	Iteration 39Q: 3 clusters Score -2049980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -2049981.875000 Penalty: 2885.117920
	Iteration 40F: 3 clusters Score -2049982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -2049982.000000 Penalty: 2885.117920
	Iteration 41Q: 3 clusters Score -2049982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -2049981.750000 Penalty: 2885.117920
	Iteration 42Q: 3 clusters Score -2049982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -2049981.875000 Penalty: 2885.117920
	Iteration 43Q: 3 clusters Score -2049982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -2049981.875000 Penalty: 2885.117920
	Iteration 44F: 3 clusters Score -2049982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Entering Unmasked Estep 
Score: -197948.859375 Penalty: 1117.958740
	Iteration 0F: 2 clusters Score -197948.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -196174.312500 Penalty: 2235.917480
	Iteration 0F: 3 clusters Score -196174.3 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -196631.687500 Penalty: 2235.917480
	Iteration 1F: 3 clusters Score -196631.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -196779.062500 Penalty: 2235.917480
	Iteration 2F: 3 clusters Score -196779.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -196850.156250 Penalty: 2235.917480
	Iteration 3Q: 3 clusters Score -196850.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -196905.921875 Penalty: 2235.917480
	Iteration 4Q: 3 clusters Score -196905.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -196954.000000 Penalty: 2235.917480
	Iteration 5Q: 3 clusters Score -196954 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -196983.000000 Penalty: 2235.917480
	Iteration 6Q: 3 clusters Score -196983 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -197003.234375 Penalty: 2235.917480
	Iteration 7Q: 3 clusters Score -197003.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -197014.953125 Penalty: 2235.917480
	Iteration 8Q: 3 clusters Score -197015 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -197030.906250 Penalty: 2235.917480
	Iteration 9Q: 3 clusters Score -197030.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -197048.625000 Penalty: 2235.917480
	Iteration 10Q: 3 clusters Score -197048.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -197054.390625 Penalty: 2235.917480
	Iteration 11Q: 3 clusters Score -197054.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -197059.234375 Penalty: 2235.917480
	Iteration 12Q: 3 clusters Score -197059.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -197066.875000 Penalty: 2235.917480
	Iteration 13Q: 3 clusters Score -197066.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -197081.187500 Penalty: 2235.917480
	Iteration 14Q: 3 clusters Score -197081.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -197103.703125 Penalty: 2235.917480
	Iteration 15Q: 3 clusters Score -197103.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -197144.187500 Penalty: 2235.917480
	Iteration 16Q: 3 clusters Score -197144.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -197170.046875 Penalty: 2235.917480
	Iteration 17Q: 3 clusters Score -197170 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -197197.546875 Penalty: 2235.917480
	Iteration 18Q: 3 clusters Score -197197.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -197210.796875 Penalty: 2235.917480
	Iteration 19Q: 3 clusters Score -197210.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -197220.484375 Penalty: 2235.917480
	Iteration 20F: 3 clusters Score -197220.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -197233.156250 Penalty: 2235.917480
	Iteration 21Q: 3 clusters Score -197233.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -197244.937500 Penalty: 2235.917480
	Iteration 22Q: 3 clusters Score -197244.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -197260.671875 Penalty: 2235.917480
	Iteration 23Q: 3 clusters Score -197260.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -197267.750000 Penalty: 2235.917480
	Iteration 24Q: 3 clusters Score -197267.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -197276.468750 Penalty: 2235.917480
	Iteration 25Q: 3 clusters Score -197276.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -197283.937500 Penalty: 2235.917480
	Iteration 26Q: 3 clusters Score -197283.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -197286.046875 Penalty: 2235.917480
	Iteration 27Q: 3 clusters Score -197286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -197286.046875 Penalty: 2235.917480
	Iteration 28F: 3 clusters Score -197286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Entering Unmasked Estep 
Score: -154271.296875 Penalty: 1075.151611
	Iteration 0F: 2 clusters Score -154271.3 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 700 members 
Entering Unmasked Estep 
Score: -152829.437500 Penalty: 2150.303223
	Iteration 0F: 3 clusters Score -152829.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -153195.406250 Penalty: 2150.303223
	Iteration 1F: 3 clusters Score -153195.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -153298.140625 Penalty: 2150.303223
	Iteration 2F: 3 clusters Score -153298.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -153347.968750 Penalty: 2150.303223
	Iteration 3Q: 3 clusters Score -153348 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -153381.015625 Penalty: 2150.303223
	Iteration 4Q: 3 clusters Score -153381 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -153404.687500 Penalty: 2150.303223
	Iteration 5Q: 3 clusters Score -153404.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -153420.687500 Penalty: 2150.303223
	Iteration 6Q: 3 clusters Score -153420.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -153434.781250 Penalty: 2150.303223
	Iteration 7Q: 3 clusters Score -153434.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -153444.468750 Penalty: 2150.303223
	Iteration 8Q: 3 clusters Score -153444.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -153451.781250 Penalty: 2150.303223
	Iteration 9Q: 3 clusters Score -153451.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -153459.000000 Penalty: 2150.303223
	Iteration 10Q: 3 clusters Score -153459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -153462.953125 Penalty: 2150.303223
	Iteration 11Q: 3 clusters Score -153463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -153466.500000 Penalty: 2150.303223
	Iteration 12Q: 3 clusters Score -153466.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -153472.281250 Penalty: 2150.303223
	Iteration 13Q: 3 clusters Score -153472.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -153478.703125 Penalty: 2150.303223
	Iteration 14Q: 3 clusters Score -153478.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -153482.937500 Penalty: 2150.303223
	Iteration 15Q: 3 clusters Score -153482.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -153487.953125 Penalty: 2150.303223
	Iteration 16Q: 3 clusters Score -153488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -153493.421875 Penalty: 2150.303223
	Iteration 17Q: 3 clusters Score -153493.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -153501.234375 Penalty: 2150.303223
	Iteration 18Q: 3 clusters Score -153501.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -153511.593750 Penalty: 2150.303223
	Iteration 19Q: 3 clusters Score -153511.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -153513.312500 Penalty: 2150.303223
	Iteration 20F: 3 clusters Score -153513.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -153518.828125 Penalty: 2150.303223
	Iteration 21Q: 3 clusters Score -153518.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -153520.312500 Penalty: 2150.303223
	Iteration 22Q: 3 clusters Score -153520.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -153522.218750 Penalty: 2150.303223
	Iteration 23Q: 3 clusters Score -153522.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -153522.562500 Penalty: 2150.303223
	Iteration 24Q: 3 clusters Score -153522.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -153524.296875 Penalty: 2150.303223
	Iteration 25Q: 3 clusters Score -153524.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -153525.562500 Penalty: 2150.303223
	Iteration 26Q: 3 clusters Score -153525.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -153526.203125 Penalty: 2150.303223
	Iteration 27Q: 3 clusters Score -153526.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -153533.406250 Penalty: 2150.303223
	Iteration 28Q: 3 clusters Score -153533.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -153539.234375 Penalty: 2150.303223
	Iteration 29Q: 3 clusters Score -153539.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -153543.031250 Penalty: 2150.303223
	Iteration 30Q: 3 clusters Score -153543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -153543.031250 Penalty: 2150.303223
	Iteration 31F: 3 clusters Score -153543 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Entering Unmasked Estep 
Score: -1111117.000000 Penalty: 1351.053833
	Iteration 0F: 2 clusters Score -1111117 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1105078.875000 Penalty: 2702.107666
	Iteration 0F: 3 clusters Score -1105079 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1106919.750000 Penalty: 2702.107666
	Iteration 1F: 3 clusters Score -1106920 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1107187.125000 Penalty: 2702.107666
	Iteration 2F: 3 clusters Score -1107187 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1107401.125000 Penalty: 2702.107666
	Iteration 3F: 3 clusters Score -1107401 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1107541.875000 Penalty: 2702.107666
	Iteration 4Q: 3 clusters Score -1107542 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1107664.125000 Penalty: 2702.107666
	Iteration 5Q: 3 clusters Score -1107664 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1107768.500000 Penalty: 2702.107666
	Iteration 6Q: 3 clusters Score -1107768 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1107862.500000 Penalty: 2702.107666
	Iteration 7Q: 3 clusters Score -1107862 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1107975.125000 Penalty: 2702.107666
	Iteration 8Q: 3 clusters Score -1107975 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1108107.750000 Penalty: 2702.107666
	Iteration 9Q: 3 clusters Score -1108108 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1108244.375000 Penalty: 2702.107666
	Iteration 10Q: 3 clusters Score -1108244 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1108420.500000 Penalty: 2702.107666
	Iteration 11Q: 3 clusters Score -1108420 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1108620.000000 Penalty: 2702.107666
	Iteration 12Q: 3 clusters Score -1108620 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1108840.250000 Penalty: 2702.107666
	Iteration 13Q: 3 clusters Score -1108840 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1109066.625000 Penalty: 2702.107666
	Iteration 14Q: 3 clusters Score -1109067 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1109308.250000 Penalty: 2702.107666
	Iteration 15Q: 3 clusters Score -1109308 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1109509.125000 Penalty: 2702.107666
	Iteration 16Q: 3 clusters Score -1109509 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1109673.750000 Penalty: 2702.107666
	Iteration 17Q: 3 clusters Score -1109674 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1109783.500000 Penalty: 2702.107666
	Iteration 18Q: 3 clusters Score -1109784 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1109868.500000 Penalty: 2702.107666
	Iteration 19Q: 3 clusters Score -1109868 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1109930.875000 Penalty: 2702.107666
	Iteration 20F: 3 clusters Score -1109931 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1109978.750000 Penalty: 2702.107666
	Iteration 21Q: 3 clusters Score -1109979 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1110011.500000 Penalty: 2702.107666
	Iteration 22Q: 3 clusters Score -1110012 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1110034.000000 Penalty: 2702.107666
	Iteration 23Q: 3 clusters Score -1110034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1110051.250000 Penalty: 2702.107666
	Iteration 24Q: 3 clusters Score -1110051 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1110057.750000 Penalty: 2702.107666
	Iteration 25Q: 3 clusters Score -1110058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1110061.750000 Penalty: 2702.107666
	Iteration 26Q: 3 clusters Score -1110062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1110064.250000 Penalty: 2702.107666
	Iteration 27Q: 3 clusters Score -1110064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1110065.375000 Penalty: 2702.107666
	Iteration 28Q: 3 clusters Score -1110065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1110067.250000 Penalty: 2702.107666
	Iteration 29Q: 3 clusters Score -1110067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1110070.125000 Penalty: 2702.107666
	Iteration 30Q: 3 clusters Score -1110070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1110070.125000 Penalty: 2702.107666
	Iteration 31F: 3 clusters Score -1110070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Entering Unmasked Estep 
Score: -18338.097656 Penalty: 821.593445
	Iteration 0F: 2 clusters Score -18338.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -17710.837891 Penalty: 1643.186890
	Iteration 0F: 3 clusters Score -17710.84 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -17867.585938 Penalty: 1643.186890
	Iteration 1F: 3 clusters Score -17867.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -17961.970703 Penalty: 1643.186890
	Iteration 2F: 3 clusters Score -17961.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -18028.728516 Penalty: 1643.186890
	Iteration 3Q: 3 clusters Score -18028.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -18059.619141 Penalty: 1643.186890
	Iteration 4Q: 3 clusters Score -18059.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -18072.117188 Penalty: 1643.186890
	Iteration 5Q: 3 clusters Score -18072.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -18072.117188 Penalty: 1643.186890
	Iteration 6F: 3 clusters Score -18072.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Entering Unmasked Estep 
Score: -1460895.375000 Penalty: 1397.255615
	Iteration 0F: 2 clusters Score -1460895 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1452900.750000 Penalty: 2794.511230
	Iteration 0F: 3 clusters Score -1452901 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1455582.250000 Penalty: 2794.511230
	Iteration 1F: 3 clusters Score -1455582 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1455916.125000 Penalty: 2794.511230
	Iteration 2F: 3 clusters Score -1455916 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1456164.250000 Penalty: 2794.511230
	Iteration 3Q: 3 clusters Score -1456164 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1456367.000000 Penalty: 2794.511230
	Iteration 4Q: 3 clusters Score -1456367 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1456540.250000 Penalty: 2794.511230
	Iteration 5Q: 3 clusters Score -1456540 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1456706.500000 Penalty: 2794.511230
	Iteration 6Q: 3 clusters Score -1456706 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1456867.000000 Penalty: 2794.511230
	Iteration 7Q: 3 clusters Score -1456867 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1457064.750000 Penalty: 2794.511230
	Iteration 8Q: 3 clusters Score -1457065 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1457281.000000 Penalty: 2794.511230
	Iteration 9Q: 3 clusters Score -1457281 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1457531.875000 Penalty: 2794.511230
	Iteration 10Q: 3 clusters Score -1457532 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1457818.500000 Penalty: 2794.511230
	Iteration 11Q: 3 clusters Score -1457818 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1458099.250000 Penalty: 2794.511230
	Iteration 12Q: 3 clusters Score -1458099 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1458408.625000 Penalty: 2794.511230
	Iteration 13Q: 3 clusters Score -1458409 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1458709.375000 Penalty: 2794.511230
	Iteration 14Q: 3 clusters Score -1458709 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1458982.125000 Penalty: 2794.511230
	Iteration 15Q: 3 clusters Score -1458982 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1459208.125000 Penalty: 2794.511230
	Iteration 16Q: 3 clusters Score -1459208 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1459381.750000 Penalty: 2794.511230
	Iteration 17Q: 3 clusters Score -1459382 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1459500.375000 Penalty: 2794.511230
	Iteration 18Q: 3 clusters Score -1459500 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1459598.750000 Penalty: 2794.511230
	Iteration 19Q: 3 clusters Score -1459599 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -1459674.500000 Penalty: 2794.511230
	Iteration 20F: 3 clusters Score -1459674 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1459735.750000 Penalty: 2794.511230
	Iteration 21Q: 3 clusters Score -1459736 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1459781.625000 Penalty: 2794.511230
	Iteration 22Q: 3 clusters Score -1459782 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1459815.000000 Penalty: 2794.511230
	Iteration 23Q: 3 clusters Score -1459815 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1459842.000000 Penalty: 2794.511230
	Iteration 24Q: 3 clusters Score -1459842 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1459864.375000 Penalty: 2794.511230
	Iteration 25Q: 3 clusters Score -1459864 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1459886.500000 Penalty: 2794.511230
	Iteration 26Q: 3 clusters Score -1459886 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1459896.000000 Penalty: 2794.511230
	Iteration 27Q: 3 clusters Score -1459896 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1459913.875000 Penalty: 2794.511230
	Iteration 28Q: 3 clusters Score -1459914 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -1459926.500000 Penalty: 2794.511230
	Iteration 29Q: 3 clusters Score -1459926 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1459945.750000 Penalty: 2794.511230
	Iteration 30Q: 3 clusters Score -1459946 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -1459954.375000 Penalty: 2794.511230
	Iteration 31Q: 3 clusters Score -1459954 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -1459960.125000 Penalty: 2794.511230
	Iteration 32Q: 3 clusters Score -1459960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -1459969.125000 Penalty: 2794.511230
	Iteration 33Q: 3 clusters Score -1459969 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -1459971.750000 Penalty: 2794.511230
	Iteration 34Q: 3 clusters Score -1459972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -1459976.750000 Penalty: 2794.511230
	Iteration 35Q: 3 clusters Score -1459977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1459978.875000 Penalty: 2794.511230
	Iteration 36Q: 3 clusters Score -1459979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1459978.625000 Penalty: 2794.511230
	Iteration 37Q: 3 clusters Score -1459979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1459978.625000 Penalty: 2794.511230
	Iteration 38F: 3 clusters Score -1459979 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Entering Unmasked Estep 
Score: -705454.375000 Penalty: 1295.648804
	Iteration 0F: 2 clusters Score -705454.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -701170.625000 Penalty: 2591.297607
	Iteration 0F: 3 clusters Score -701170.6 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -702481.687500 Penalty: 2591.297607
	Iteration 1F: 3 clusters Score -702481.7 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -702718.437500 Penalty: 2591.297607
	Iteration 2F: 3 clusters Score -702718.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -702877.062500 Penalty: 2591.297607
	Iteration 3Q: 3 clusters Score -702877.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -702989.875000 Penalty: 2591.297607
	Iteration 4Q: 3 clusters Score -702989.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -703090.625000 Penalty: 2591.297607
	Iteration 5Q: 3 clusters Score -703090.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -703191.687500 Penalty: 2591.297607
	Iteration 6Q: 3 clusters Score -703191.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -703305.625000 Penalty: 2591.297607
	Iteration 7Q: 3 clusters Score -703305.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -703450.750000 Penalty: 2591.297607
	Iteration 8Q: 3 clusters Score -703450.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -703600.062500 Penalty: 2591.297607
	Iteration 9Q: 3 clusters Score -703600.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -703766.062500 Penalty: 2591.297607
	Iteration 10Q: 3 clusters Score -703766.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -703946.000000 Penalty: 2591.297607
	Iteration 11Q: 3 clusters Score -703946 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -704099.937500 Penalty: 2591.297607
	Iteration 12Q: 3 clusters Score -704099.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -704230.937500 Penalty: 2591.297607
	Iteration 13Q: 3 clusters Score -704230.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -704337.125000 Penalty: 2591.297607
	Iteration 14Q: 3 clusters Score -704337.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -704427.062500 Penalty: 2591.297607
	Iteration 15Q: 3 clusters Score -704427.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -704503.562500 Penalty: 2591.297607
	Iteration 16Q: 3 clusters Score -704503.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -704572.187500 Penalty: 2591.297607
	Iteration 17Q: 3 clusters Score -704572.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -704631.375000 Penalty: 2591.297607
	Iteration 18Q: 3 clusters Score -704631.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -704692.562500 Penalty: 2591.297607
	Iteration 19Q: 3 clusters Score -704692.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -704731.500000 Penalty: 2591.297607
	Iteration 20F: 3 clusters Score -704731.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -704754.250000 Penalty: 2591.297607
	Iteration 21Q: 3 clusters Score -704754.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -704775.625000 Penalty: 2591.297607
	Iteration 22Q: 3 clusters Score -704775.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -704791.437500 Penalty: 2591.297607
	Iteration 23Q: 3 clusters Score -704791.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -704798.625000 Penalty: 2591.297607
	Iteration 24Q: 3 clusters Score -704798.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -704806.250000 Penalty: 2591.297607
	Iteration 25Q: 3 clusters Score -704806.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -704812.000000 Penalty: 2591.297607
	Iteration 26Q: 3 clusters Score -704812 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -704822.125000 Penalty: 2591.297607
	Iteration 27Q: 3 clusters Score -704822.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -704830.062500 Penalty: 2591.297607
	Iteration 28Q: 3 clusters Score -704830.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -704832.937500 Penalty: 2591.297607
	Iteration 29Q: 3 clusters Score -704832.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -704833.437500 Penalty: 2591.297607
	Iteration 30Q: 3 clusters Score -704833.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -704834.125000 Penalty: 2591.297607
	Iteration 31Q: 3 clusters Score -704834.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -704835.750000 Penalty: 2591.297607
	Iteration 32Q: 3 clusters Score -704835.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -704837.187500 Penalty: 2591.297607
	Iteration 33Q: 3 clusters Score -704837.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -704836.312500 Penalty: 2591.297607
	Iteration 34Q: 3 clusters Score -704836.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -704838.187500 Penalty: 2591.297607
	Iteration 35Q: 3 clusters Score -704838.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -704836.875000 Penalty: 2591.297607
	Iteration 36Q: 3 clusters Score -704836.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -704839.437500 Penalty: 2591.297607
	Iteration 37Q: 3 clusters Score -704839.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -704840.375000 Penalty: 2591.297607
	Iteration 38Q: 3 clusters Score -704840.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -704840.375000 Penalty: 2591.297607
	Iteration 39F: 3 clusters Score -704840.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (41077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41077 members 
Entering Unmasked Estep 
Score: -5052431.000000 Penalty: 1580.732666
	Iteration 0F: 2 clusters Score -5052431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -5025940.500000 Penalty: 3161.465332
	Iteration 0F: 3 clusters Score -5025940 nChanged 18701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 19532 members 
Entering Unmasked Estep 
Score: -5036233.000000 Penalty: 3161.465332
	Iteration 1F: 3 clusters Score -5036233 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -5036891.000000 Penalty: 3161.465332
	Iteration 2Q: 3 clusters Score -5036891 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22686 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -5037561.000000 Penalty: 3161.465332
	Iteration 3Q: 3 clusters Score -5037561 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23553 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -5038211.000000 Penalty: 3161.465332
	Iteration 4Q: 3 clusters Score -5038211 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24698 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -5038943.500000 Penalty: 3161.465332
	Iteration 5Q: 3 clusters Score -5038944 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26222 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -5039912.500000 Penalty: 3161.465332
	Iteration 6Q: 3 clusters Score -5039912 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28202 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -5041270.000000 Penalty: 3161.465332
	Iteration 7F: 3 clusters Score -5041270 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30630 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -5043090.000000 Penalty: 3161.465332
	Iteration 8F: 3 clusters Score -5043090 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33151 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -5045160.500000 Penalty: 3161.465332
	Iteration 9F: 3 clusters Score -5045160 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35517 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -5047184.000000 Penalty: 3161.465332
	Iteration 10F: 3 clusters Score -5047184 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37294 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -5048733.000000 Penalty: 3161.465332
	Iteration 11Q: 3 clusters Score -5048733 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38464 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -5049758.000000 Penalty: 3161.465332
	Iteration 12Q: 3 clusters Score -5049758 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39201 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -5050399.500000 Penalty: 3161.465332
	Iteration 13Q: 3 clusters Score -5050400 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39613 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -5050742.000000 Penalty: 3161.465332
	Iteration 14Q: 3 clusters Score -5050742 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39853 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -5050940.500000 Penalty: 3161.465332
	Iteration 15Q: 3 clusters Score -5050940 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40008 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -5051044.000000 Penalty: 3161.465332
	Iteration 16Q: 3 clusters Score -5051044 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40116 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -5051123.500000 Penalty: 3161.465332
	Iteration 17Q: 3 clusters Score -5051124 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40201 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -5051181.500000 Penalty: 3161.465332
	Iteration 18Q: 3 clusters Score -5051182 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40258 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -5051220.500000 Penalty: 3161.465332
	Iteration 19Q: 3 clusters Score -5051220 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40295 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -5051255.500000 Penalty: 3161.465332
	Iteration 20F: 3 clusters Score -5051256 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40324 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -5051268.500000 Penalty: 3161.465332
	Iteration 21Q: 3 clusters Score -5051268 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40344 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -5051280.000000 Penalty: 3161.465332
	Iteration 22Q: 3 clusters Score -5051280 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40366 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -5051298.500000 Penalty: 3161.465332
	Iteration 23Q: 3 clusters Score -5051298 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40374 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -5051304.000000 Penalty: 3161.465332
	Iteration 24Q: 3 clusters Score -5051304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40381 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -5051318.000000 Penalty: 3161.465332
	Iteration 25Q: 3 clusters Score -5051318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40386 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -5051314.500000 Penalty: 3161.465332
	Iteration 26Q: 3 clusters Score -5051314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40391 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -5051327.500000 Penalty: 3161.465332
	Iteration 27Q: 3 clusters Score -5051328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40396 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -5051333.500000 Penalty: 3161.465332
	Iteration 28Q: 3 clusters Score -5051334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40401 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -5051341.000000 Penalty: 3161.465332
	Iteration 29Q: 3 clusters Score -5051341 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40411 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -5051343.000000 Penalty: 3161.465332
	Iteration 30Q: 3 clusters Score -5051343 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40423 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -5051350.000000 Penalty: 3161.465332
	Iteration 31Q: 3 clusters Score -5051350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40427 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -5051348.000000 Penalty: 3161.465332
	Iteration 32Q: 3 clusters Score -5051348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40433 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -5051349.500000 Penalty: 3161.465332
	Iteration 33Q: 3 clusters Score -5051350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40437 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -5051358.000000 Penalty: 3161.465332
	Iteration 34Q: 3 clusters Score -5051358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40443 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -5051355.500000 Penalty: 3161.465332
	Iteration 35Q: 3 clusters Score -5051356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40444 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -5051366.500000 Penalty: 3161.465332
	Iteration 36Q: 3 clusters Score -5051366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40447 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -5051365.500000 Penalty: 3161.465332
	Iteration 37Q: 3 clusters Score -5051366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40449 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -5051368.000000 Penalty: 3161.465332
	Iteration 38Q: 3 clusters Score -5051368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40451 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -5051369.500000 Penalty: 3161.465332
	Iteration 39Q: 3 clusters Score -5051370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40452 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -5051366.000000 Penalty: 3161.465332
	Iteration 40F: 3 clusters Score -5051366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40454 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -5051366.500000 Penalty: 3161.465332
	Iteration 41Q: 3 clusters Score -5051366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40455 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -5051367.500000 Penalty: 3161.465332
	Iteration 42Q: 3 clusters Score -5051368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40456 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -5051372.500000 Penalty: 3161.465332
	Iteration 43Q: 3 clusters Score -5051372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40458 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -5051377.000000 Penalty: 3161.465332
	Iteration 44Q: 3 clusters Score -5051377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40460 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -5051382.000000 Penalty: 3161.465332
	Iteration 45Q: 3 clusters Score -5051382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40461 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -5051382.000000 Penalty: 3161.465332
	Iteration 46Q: 3 clusters Score -5051382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40461 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -5051382.000000 Penalty: 3161.465332
	Iteration 47F: 3 clusters Score -5051382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (22498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Entering Unmasked Estep 
Score: -2844899.750000 Penalty: 1491.151978
	Iteration 0F: 2 clusters Score -2844900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -2830111.500000 Penalty: 2982.303955
	Iteration 0F: 3 clusters Score -2830112 nChanged 10105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -2835516.750000 Penalty: 2982.303955
	Iteration 1F: 3 clusters Score -2835517 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -2836007.500000 Penalty: 2982.303955
	Iteration 2F: 3 clusters Score -2836008 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -2836542.500000 Penalty: 2982.303955
	Iteration 3F: 3 clusters Score -2836542 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -2837136.250000 Penalty: 2982.303955
	Iteration 4F: 3 clusters Score -2837136 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -2837810.250000 Penalty: 2982.303955
	Iteration 5F: 3 clusters Score -2837810 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -2838578.000000 Penalty: 2982.303955
	Iteration 6F: 3 clusters Score -2838578 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -2839340.250000 Penalty: 2982.303955
	Iteration 7F: 3 clusters Score -2839340 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -2840061.500000 Penalty: 2982.303955
	Iteration 8F: 3 clusters Score -2840062 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -2840785.250000 Penalty: 2982.303955
	Iteration 9Q: 3 clusters Score -2840785 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -2841415.750000 Penalty: 2982.303955
	Iteration 10Q: 3 clusters Score -2841416 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 19944 members 
Entering Unmasked Estep 
Score: -2841971.750000 Penalty: 2982.303955
	Iteration 11Q: 3 clusters Score -2841972 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -2842492.250000 Penalty: 2982.303955
	Iteration 12Q: 3 clusters Score -2842492 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -2842928.000000 Penalty: 2982.303955
	Iteration 13Q: 3 clusters Score -2842928 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 21347 members 
Entering Unmasked Estep 
Score: -2843242.000000 Penalty: 2982.303955
	Iteration 14Q: 3 clusters Score -2843242 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21540 members 
Entering Unmasked Estep 
Score: -2843454.000000 Penalty: 2982.303955
	Iteration 15Q: 3 clusters Score -2843454 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -2843630.750000 Penalty: 2982.303955
	Iteration 16Q: 3 clusters Score -2843631 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 21754 members 
Entering Unmasked Estep 
Score: -2843740.000000 Penalty: 2982.303955
	Iteration 17Q: 3 clusters Score -2843740 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 21804 members 
Entering Unmasked Estep 
Score: -2843813.250000 Penalty: 2982.303955
	Iteration 18Q: 3 clusters Score -2843813 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 21825 members 
Entering Unmasked Estep 
Score: -2843872.750000 Penalty: 2982.303955
	Iteration 19Q: 3 clusters Score -2843873 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 21833 members 
Entering Unmasked Estep 
Score: -2843907.500000 Penalty: 2982.303955
	Iteration 20F: 3 clusters Score -2843908 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 21849 members 
Entering Unmasked Estep 
Score: -2843929.000000 Penalty: 2982.303955
	Iteration 21Q: 3 clusters Score -2843929 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 21857 members 
Entering Unmasked Estep 
Score: -2843954.250000 Penalty: 2982.303955
	Iteration 22Q: 3 clusters Score -2843954 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -2843971.500000 Penalty: 2982.303955
	Iteration 23Q: 3 clusters Score -2843972 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 21860 members 
Entering Unmasked Estep 
Score: -2843985.250000 Penalty: 2982.303955
	Iteration 24Q: 3 clusters Score -2843985 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 21860 members 
Entering Unmasked Estep 
Score: -2843990.250000 Penalty: 2982.303955
	Iteration 25Q: 3 clusters Score -2843990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 21859 members 
Entering Unmasked Estep 
Score: -2843999.000000 Penalty: 2982.303955
	Iteration 26Q: 3 clusters Score -2843999 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 21861 members 
Entering Unmasked Estep 
Score: -2844009.750000 Penalty: 2982.303955
	Iteration 27Q: 3 clusters Score -2844010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 21856 members 
Entering Unmasked Estep 
Score: -2844023.500000 Penalty: 2982.303955
	Iteration 28Q: 3 clusters Score -2844024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 21853 members 
Entering Unmasked Estep 
Score: -2844031.750000 Penalty: 2982.303955
	Iteration 29Q: 3 clusters Score -2844032 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 21851 members 
Entering Unmasked Estep 
Score: -2844035.750000 Penalty: 2982.303955
	Iteration 30Q: 3 clusters Score -2844036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 21844 members 
Entering Unmasked Estep 
Score: -2844033.250000 Penalty: 2982.303955
	Iteration 31Q: 3 clusters Score -2844033 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 21841 members 
Entering Unmasked Estep 
Score: -2844038.000000 Penalty: 2982.303955
	Iteration 32Q: 3 clusters Score -2844038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 21841 members 
Entering Unmasked Estep 
Score: -2844040.250000 Penalty: 2982.303955
	Iteration 33Q: 3 clusters Score -2844040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 21839 members 
Entering Unmasked Estep 
Score: -2844042.500000 Penalty: 2982.303955
	Iteration 34Q: 3 clusters Score -2844042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 21840 members 
Entering Unmasked Estep 
Score: -2844044.250000 Penalty: 2982.303955
	Iteration 35Q: 3 clusters Score -2844044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 21841 members 
Entering Unmasked Estep 
Score: -2844046.250000 Penalty: 2982.303955
	Iteration 36Q: 3 clusters Score -2844046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
Score: -2844045.250000 Penalty: 2982.303955
	Iteration 37Q: 3 clusters Score -2844045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -2844051.000000 Penalty: 2982.303955
	Iteration 38Q: 3 clusters Score -2844051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 21841 members 
Entering Unmasked Estep 
Score: -2844052.750000 Penalty: 2982.303955
	Iteration 39Q: 3 clusters Score -2844053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 21841 members 
Entering Unmasked Estep 
Score: -2844052.750000 Penalty: 2982.303955
	Iteration 40F: 3 clusters Score -2844053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Entering Unmasked Estep 
Score: -618892.562500 Penalty: 1272.850708
	Iteration 0F: 2 clusters Score -618892.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -615136.312500 Penalty: 2545.701416
	Iteration 0F: 3 clusters Score -615136.3 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -616181.625000 Penalty: 2545.701416
	Iteration 1F: 3 clusters Score -616181.6 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -616438.875000 Penalty: 2545.701416
	Iteration 2F: 3 clusters Score -616438.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -616597.562500 Penalty: 2545.701416
	Iteration 3F: 3 clusters Score -616597.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -616699.437500 Penalty: 2545.701416
	Iteration 4Q: 3 clusters Score -616699.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -616779.000000 Penalty: 2545.701416
	Iteration 5Q: 3 clusters Score -616779 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -616836.312500 Penalty: 2545.701416
	Iteration 6Q: 3 clusters Score -616836.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -616893.750000 Penalty: 2545.701416
	Iteration 7Q: 3 clusters Score -616893.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -616942.000000 Penalty: 2545.701416
	Iteration 8Q: 3 clusters Score -616942 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -616977.000000 Penalty: 2545.701416
	Iteration 9Q: 3 clusters Score -616977 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -617002.500000 Penalty: 2545.701416
	Iteration 10Q: 3 clusters Score -617002.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -617023.062500 Penalty: 2545.701416
	Iteration 11Q: 3 clusters Score -617023.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -617041.437500 Penalty: 2545.701416
	Iteration 12Q: 3 clusters Score -617041.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -617058.937500 Penalty: 2545.701416
	Iteration 13Q: 3 clusters Score -617058.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -617077.812500 Penalty: 2545.701416
	Iteration 14Q: 3 clusters Score -617077.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -617099.812500 Penalty: 2545.701416
	Iteration 15Q: 3 clusters Score -617099.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -617123.875000 Penalty: 2545.701416
	Iteration 16Q: 3 clusters Score -617123.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -617140.000000 Penalty: 2545.701416
	Iteration 17Q: 3 clusters Score -617140 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -617162.500000 Penalty: 2545.701416
	Iteration 18Q: 3 clusters Score -617162.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -617184.437500 Penalty: 2545.701416
	Iteration 19Q: 3 clusters Score -617184.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -617208.687500 Penalty: 2545.701416
	Iteration 20F: 3 clusters Score -617208.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -617239.875000 Penalty: 2545.701416
	Iteration 21Q: 3 clusters Score -617239.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -617274.687500 Penalty: 2545.701416
	Iteration 22Q: 3 clusters Score -617274.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -617301.062500 Penalty: 2545.701416
	Iteration 23Q: 3 clusters Score -617301.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -617322.562500 Penalty: 2545.701416
	Iteration 24Q: 3 clusters Score -617322.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -617343.312500 Penalty: 2545.701416
	Iteration 25Q: 3 clusters Score -617343.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -617360.312500 Penalty: 2545.701416
	Iteration 26Q: 3 clusters Score -617360.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -617379.625000 Penalty: 2545.701416
	Iteration 27Q: 3 clusters Score -617379.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -617398.750000 Penalty: 2545.701416
	Iteration 28Q: 3 clusters Score -617398.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -617419.250000 Penalty: 2545.701416
	Iteration 29Q: 3 clusters Score -617419.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -617442.250000 Penalty: 2545.701416
	Iteration 30Q: 3 clusters Score -617442.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -617463.812500 Penalty: 2545.701416
	Iteration 31Q: 3 clusters Score -617463.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -617478.312500 Penalty: 2545.701416
	Iteration 32Q: 3 clusters Score -617478.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -617490.687500 Penalty: 2545.701416
	Iteration 33Q: 3 clusters Score -617490.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -617507.812500 Penalty: 2545.701416
	Iteration 34Q: 3 clusters Score -617507.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -617525.125000 Penalty: 2545.701416
	Iteration 35Q: 3 clusters Score -617525.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -617542.500000 Penalty: 2545.701416
	Iteration 36Q: 3 clusters Score -617542.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -617560.187500 Penalty: 2545.701416
	Iteration 37Q: 3 clusters Score -617560.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -617582.687500 Penalty: 2545.701416
	Iteration 38Q: 3 clusters Score -617582.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -617606.437500 Penalty: 2545.701416
	Iteration 39Q: 3 clusters Score -617606.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -617625.062500 Penalty: 2545.701416
	Iteration 40F: 3 clusters Score -617625.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -617642.125000 Penalty: 2545.701416
	Iteration 41Q: 3 clusters Score -617642.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -617662.750000 Penalty: 2545.701416
	Iteration 42Q: 3 clusters Score -617662.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -617681.187500 Penalty: 2545.701416
	Iteration 43Q: 3 clusters Score -617681.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -617696.000000 Penalty: 2545.701416
	Iteration 44Q: 3 clusters Score -617696 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -617709.750000 Penalty: 2545.701416
	Iteration 45Q: 3 clusters Score -617709.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -617724.062500 Penalty: 2545.701416
	Iteration 46Q: 3 clusters Score -617724.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -617745.125000 Penalty: 2545.701416
	Iteration 47Q: 3 clusters Score -617745.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -617760.875000 Penalty: 2545.701416
	Iteration 48Q: 3 clusters Score -617760.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -617777.250000 Penalty: 2545.701416
	Iteration 49Q: 3 clusters Score -617777.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -617795.875000 Penalty: 2545.701416
	Iteration 50Q: 3 clusters Score -617795.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -617814.312500 Penalty: 2545.701416
	Iteration 51Q: 3 clusters Score -617814.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -617835.062500 Penalty: 2545.701416
	Iteration 52Q: 3 clusters Score -617835.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -617856.125000 Penalty: 2545.701416
	Iteration 53Q: 3 clusters Score -617856.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -617871.812500 Penalty: 2545.701416
	Iteration 54Q: 3 clusters Score -617871.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -617886.500000 Penalty: 2545.701416
	Iteration 55Q: 3 clusters Score -617886.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -617897.500000 Penalty: 2545.701416
	Iteration 56Q: 3 clusters Score -617897.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -617903.250000 Penalty: 2545.701416
	Iteration 57Q: 3 clusters Score -617903.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -617908.875000 Penalty: 2545.701416
	Iteration 58Q: 3 clusters Score -617908.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -617912.500000 Penalty: 2545.701416
	Iteration 59Q: 3 clusters Score -617912.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -617916.937500 Penalty: 2545.701416
	Iteration 60F: 3 clusters Score -617916.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -617920.187500 Penalty: 2545.701416
	Iteration 61Q: 3 clusters Score -617920.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -617921.812500 Penalty: 2545.701416
	Iteration 62Q: 3 clusters Score -617921.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -617922.250000 Penalty: 2545.701416
	Iteration 63Q: 3 clusters Score -617922.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -617922.062500 Penalty: 2545.701416
	Iteration 64Q: 3 clusters Score -617922.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -617923.312500 Penalty: 2545.701416
	Iteration 65Q: 3 clusters Score -617923.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -617923.312500 Penalty: 2545.701416
	Iteration 66F: 3 clusters Score -617923.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Entering Unmasked Estep 
Score: -534439.875000 Penalty: 1254.367798
	Iteration 0F: 2 clusters Score -534439.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -531020.125000 Penalty: 2508.735596
	Iteration 0F: 3 clusters Score -531020.1 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -532025.437500 Penalty: 2508.735596
	Iteration 1F: 3 clusters Score -532025.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -532344.375000 Penalty: 2508.735596
	Iteration 2F: 3 clusters Score -532344.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -532617.187500 Penalty: 2508.735596
	Iteration 3F: 3 clusters Score -532617.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -532882.875000 Penalty: 2508.735596
	Iteration 4F: 3 clusters Score -532882.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -533114.250000 Penalty: 2508.735596
	Iteration 5F: 3 clusters Score -533114.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -533343.750000 Penalty: 2508.735596
	Iteration 6F: 3 clusters Score -533343.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -533516.250000 Penalty: 2508.735596
	Iteration 7Q: 3 clusters Score -533516.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -533613.437500 Penalty: 2508.735596
	Iteration 8Q: 3 clusters Score -533613.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -533682.062500 Penalty: 2508.735596
	Iteration 9Q: 3 clusters Score -533682.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -533752.500000 Penalty: 2508.735596
	Iteration 10Q: 3 clusters Score -533752.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -533820.937500 Penalty: 2508.735596
	Iteration 11Q: 3 clusters Score -533820.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -533878.500000 Penalty: 2508.735596
	Iteration 12Q: 3 clusters Score -533878.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -533918.250000 Penalty: 2508.735596
	Iteration 13Q: 3 clusters Score -533918.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -533947.000000 Penalty: 2508.735596
	Iteration 14Q: 3 clusters Score -533947 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -533968.437500 Penalty: 2508.735596
	Iteration 15Q: 3 clusters Score -533968.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -533983.312500 Penalty: 2508.735596
	Iteration 16Q: 3 clusters Score -533983.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -533997.500000 Penalty: 2508.735596
	Iteration 17Q: 3 clusters Score -533997.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -534011.875000 Penalty: 2508.735596
	Iteration 18Q: 3 clusters Score -534011.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -534024.375000 Penalty: 2508.735596
	Iteration 19Q: 3 clusters Score -534024.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -534034.875000 Penalty: 2508.735596
	Iteration 20F: 3 clusters Score -534034.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -534044.375000 Penalty: 2508.735596
	Iteration 21Q: 3 clusters Score -534044.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -534050.187500 Penalty: 2508.735596
	Iteration 22Q: 3 clusters Score -534050.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -534056.312500 Penalty: 2508.735596
	Iteration 23Q: 3 clusters Score -534056.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -534062.750000 Penalty: 2508.735596
	Iteration 24Q: 3 clusters Score -534062.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -534069.687500 Penalty: 2508.735596
	Iteration 25Q: 3 clusters Score -534069.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -534073.250000 Penalty: 2508.735596
	Iteration 26Q: 3 clusters Score -534073.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -534076.687500 Penalty: 2508.735596
	Iteration 27Q: 3 clusters Score -534076.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -534080.562500 Penalty: 2508.735596
	Iteration 28Q: 3 clusters Score -534080.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -534084.062500 Penalty: 2508.735596
	Iteration 29Q: 3 clusters Score -534084.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -534086.000000 Penalty: 2508.735596
	Iteration 30Q: 3 clusters Score -534086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -534088.750000 Penalty: 2508.735596
	Iteration 31Q: 3 clusters Score -534088.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -534088.375000 Penalty: 2508.735596
	Iteration 32Q: 3 clusters Score -534088.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -534089.562500 Penalty: 2508.735596
	Iteration 33Q: 3 clusters Score -534089.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -534091.937500 Penalty: 2508.735596
	Iteration 34Q: 3 clusters Score -534091.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -534092.562500 Penalty: 2508.735596
	Iteration 35Q: 3 clusters Score -534092.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -534093.125000 Penalty: 2508.735596
	Iteration 36Q: 3 clusters Score -534093.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -534093.125000 Penalty: 2508.735596
	Iteration 37Q: 3 clusters Score -534093.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -534093.812500 Penalty: 2508.735596
	Iteration 38Q: 3 clusters Score -534093.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -534093.812500 Penalty: 2508.735596
	Iteration 39F: 3 clusters Score -534093.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Entering Unmasked Estep 
Score: -60176.351562 Penalty: 964.458679
	Iteration 0F: 2 clusters Score -60176.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -59140.953125 Penalty: 1928.917358
	Iteration 0F: 3 clusters Score -59140.95 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -59364.238281 Penalty: 1928.917358
	Iteration 1F: 3 clusters Score -59364.24 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -59460.355469 Penalty: 1928.917358
	Iteration 2F: 3 clusters Score -59460.36 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -59517.250000 Penalty: 1928.917358
	Iteration 3Q: 3 clusters Score -59517.25 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -59590.097656 Penalty: 1928.917358
	Iteration 4Q: 3 clusters Score -59590.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -59641.453125 Penalty: 1928.917358
	Iteration 5Q: 3 clusters Score -59641.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -59668.234375 Penalty: 1928.917358
	Iteration 6Q: 3 clusters Score -59668.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -59691.289062 Penalty: 1928.917358
	Iteration 7Q: 3 clusters Score -59691.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -59704.253906 Penalty: 1928.917358
	Iteration 8Q: 3 clusters Score -59704.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -59713.605469 Penalty: 1928.917358
	Iteration 9Q: 3 clusters Score -59713.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -59721.113281 Penalty: 1928.917358
	Iteration 10Q: 3 clusters Score -59721.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -59746.953125 Penalty: 1928.917358
	Iteration 11Q: 3 clusters Score -59746.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -59787.828125 Penalty: 1928.917358
	Iteration 12Q: 3 clusters Score -59787.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -59813.652344 Penalty: 1928.917358
	Iteration 13Q: 3 clusters Score -59813.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -59826.691406 Penalty: 1928.917358
	Iteration 14Q: 3 clusters Score -59826.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -59832.234375 Penalty: 1928.917358
	Iteration 15Q: 3 clusters Score -59832.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -59836.191406 Penalty: 1928.917358
	Iteration 16Q: 3 clusters Score -59836.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -59838.765625 Penalty: 1928.917358
	Iteration 17Q: 3 clusters Score -59838.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -59838.765625 Penalty: 1928.917358
	Iteration 18F: 3 clusters Score -59838.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (10943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Entering Unmasked Estep 
Score: -1331161.875000 Penalty: 1383.907715
	Iteration 0F: 2 clusters Score -1331162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1323832.000000 Penalty: 2767.815430
	Iteration 0F: 3 clusters Score -1323832 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1326256.000000 Penalty: 2767.815430
	Iteration 1F: 3 clusters Score -1326256 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1326516.375000 Penalty: 2767.815430
	Iteration 2F: 3 clusters Score -1326516 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1326700.500000 Penalty: 2767.815430
	Iteration 3Q: 3 clusters Score -1326700 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1326853.625000 Penalty: 2767.815430
	Iteration 4Q: 3 clusters Score -1326854 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1326991.750000 Penalty: 2767.815430
	Iteration 5Q: 3 clusters Score -1326992 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1327124.625000 Penalty: 2767.815430
	Iteration 6Q: 3 clusters Score -1327125 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1327271.375000 Penalty: 2767.815430
	Iteration 7Q: 3 clusters Score -1327271 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1327427.875000 Penalty: 2767.815430
	Iteration 8Q: 3 clusters Score -1327428 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1327620.750000 Penalty: 2767.815430
	Iteration 9Q: 3 clusters Score -1327621 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1327864.875000 Penalty: 2767.815430
	Iteration 10Q: 3 clusters Score -1327865 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1328156.625000 Penalty: 2767.815430
	Iteration 11Q: 3 clusters Score -1328157 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1328464.125000 Penalty: 2767.815430
	Iteration 12Q: 3 clusters Score -1328464 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1328749.500000 Penalty: 2767.815430
	Iteration 13Q: 3 clusters Score -1328750 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1329016.000000 Penalty: 2767.815430
	Iteration 14Q: 3 clusters Score -1329016 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1329239.750000 Penalty: 2767.815430
	Iteration 15Q: 3 clusters Score -1329240 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1329429.500000 Penalty: 2767.815430
	Iteration 16Q: 3 clusters Score -1329430 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1329563.875000 Penalty: 2767.815430
	Iteration 17Q: 3 clusters Score -1329564 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1329669.125000 Penalty: 2767.815430
	Iteration 18Q: 3 clusters Score -1329669 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -1329770.750000 Penalty: 2767.815430
	Iteration 19Q: 3 clusters Score -1329771 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1329859.750000 Penalty: 2767.815430
	Iteration 20F: 3 clusters Score -1329860 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1329920.250000 Penalty: 2767.815430
	Iteration 21Q: 3 clusters Score -1329920 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1329973.875000 Penalty: 2767.815430
	Iteration 22Q: 3 clusters Score -1329974 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -1330019.125000 Penalty: 2767.815430
	Iteration 23Q: 3 clusters Score -1330019 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1330062.250000 Penalty: 2767.815430
	Iteration 24Q: 3 clusters Score -1330062 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -1330098.750000 Penalty: 2767.815430
	Iteration 25Q: 3 clusters Score -1330099 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -1330129.000000 Penalty: 2767.815430
	Iteration 26Q: 3 clusters Score -1330129 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1330164.625000 Penalty: 2767.815430
	Iteration 27Q: 3 clusters Score -1330165 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1330189.375000 Penalty: 2767.815430
	Iteration 28Q: 3 clusters Score -1330189 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -1330207.625000 Penalty: 2767.815430
	Iteration 29Q: 3 clusters Score -1330208 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1330223.000000 Penalty: 2767.815430
	Iteration 30Q: 3 clusters Score -1330223 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1330232.375000 Penalty: 2767.815430
	Iteration 31Q: 3 clusters Score -1330232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -1330232.125000 Penalty: 2767.815430
	Iteration 32Q: 3 clusters Score -1330232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -1330233.750000 Penalty: 2767.815430
	Iteration 33Q: 3 clusters Score -1330234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -1330234.875000 Penalty: 2767.815430
	Iteration 34Q: 3 clusters Score -1330235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1330239.125000 Penalty: 2767.815430
	Iteration 35Q: 3 clusters Score -1330239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1330240.875000 Penalty: 2767.815430
	Iteration 36Q: 3 clusters Score -1330241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1330240.875000 Penalty: 2767.815430
	Iteration 37F: 3 clusters Score -1330241 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Entering Unmasked Estep 
Score: -20432.458984 Penalty: 840.567383
	Iteration 0F: 2 clusters Score -20432.46 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 140 members 
Entering Unmasked Estep 
Score: -19756.882812 Penalty: 1681.134766
	Iteration 0F: 3 clusters Score -19756.88 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -19960.373047 Penalty: 1681.134766
	Iteration 1F: 3 clusters Score -19960.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -20003.945312 Penalty: 1681.134766
	Iteration 2Q: 3 clusters Score -20003.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -20044.755859 Penalty: 1681.134766
	Iteration 3Q: 3 clusters Score -20044.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -20061.841797 Penalty: 1681.134766
	Iteration 4Q: 3 clusters Score -20061.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -20087.865234 Penalty: 1681.134766
	Iteration 5Q: 3 clusters Score -20087.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -20092.224609 Penalty: 1681.134766
	Iteration 6Q: 3 clusters Score -20092.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -20100.205078 Penalty: 1681.134766
	Iteration 7Q: 3 clusters Score -20100.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -20100.205078 Penalty: 1681.134766
	Iteration 8F: 3 clusters Score -20100.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Entering Unmasked Estep 
Score: -132162.125000 Penalty: 1047.501465
	Iteration 0F: 2 clusters Score -132162.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -130816.976562 Penalty: 2095.002930
	Iteration 0F: 3 clusters Score -130817 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -131119.078125 Penalty: 2095.002930
	Iteration 1F: 3 clusters Score -131119.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -131209.000000 Penalty: 2095.002930
	Iteration 2F: 3 clusters Score -131209 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -131249.593750 Penalty: 2095.002930
	Iteration 3Q: 3 clusters Score -131249.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -131274.328125 Penalty: 2095.002930
	Iteration 4Q: 3 clusters Score -131274.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -131288.609375 Penalty: 2095.002930
	Iteration 5Q: 3 clusters Score -131288.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -131295.546875 Penalty: 2095.002930
	Iteration 6Q: 3 clusters Score -131295.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -131300.640625 Penalty: 2095.002930
	Iteration 7Q: 3 clusters Score -131300.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -131309.062500 Penalty: 2095.002930
	Iteration 8Q: 3 clusters Score -131309.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -131312.234375 Penalty: 2095.002930
	Iteration 9Q: 3 clusters Score -131312.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -131319.031250 Penalty: 2095.002930
	Iteration 10Q: 3 clusters Score -131319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -131323.406250 Penalty: 2095.002930
	Iteration 11Q: 3 clusters Score -131323.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -131326.843750 Penalty: 2095.002930
	Iteration 12Q: 3 clusters Score -131326.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -131328.718750 Penalty: 2095.002930
	Iteration 13Q: 3 clusters Score -131328.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -131331.562500 Penalty: 2095.002930
	Iteration 14Q: 3 clusters Score -131331.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -131332.000000 Penalty: 2095.002930
	Iteration 15Q: 3 clusters Score -131332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -131332.000000 Penalty: 2095.002930
	Iteration 16F: 3 clusters Score -131332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Entering Unmasked Estep 
Score: -44557.851562 Penalty: 891.901489
	Iteration 0F: 2 clusters Score -44557.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -43707.156250 Penalty: 1783.802979
	Iteration 0F: 3 clusters Score -43707.16 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -43872.019531 Penalty: 1783.802979
	Iteration 1F: 3 clusters Score -43872.02 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -43992.007812 Penalty: 1783.802979
	Iteration 2F: 3 clusters Score -43992.01 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -44114.625000 Penalty: 1783.802979
	Iteration 3Q: 3 clusters Score -44114.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -44193.546875 Penalty: 1783.802979
	Iteration 4Q: 3 clusters Score -44193.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -44208.906250 Penalty: 1783.802979
	Iteration 5Q: 3 clusters Score -44208.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -44246.046875 Penalty: 1783.802979
	Iteration 6Q: 3 clusters Score -44246.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -44279.234375 Penalty: 1783.802979
	Iteration 7Q: 3 clusters Score -44279.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -44309.531250 Penalty: 1783.802979
	Iteration 8Q: 3 clusters Score -44309.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -44314.769531 Penalty: 1783.802979
	Iteration 9Q: 3 clusters Score -44314.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -44324.921875 Penalty: 1783.802979
	Iteration 10Q: 3 clusters Score -44324.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -44327.398438 Penalty: 1783.802979
	Iteration 11Q: 3 clusters Score -44327.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -44327.398438 Penalty: 1783.802979
	Iteration 12F: 3 clusters Score -44327.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Entering Unmasked Estep 
Score: -9760.527344 Penalty: 753.314148
	Iteration 0F: 2 clusters Score -9760.527 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 76 members 
Entering Unmasked Estep 
Score: -9339.487305 Penalty: 1506.628296
	Iteration 0F: 3 clusters Score -9339.487 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9482.369141 Penalty: 1506.628296
	Iteration 1F: 3 clusters Score -9482.369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9531.924805 Penalty: 1506.628296
	Iteration 2Q: 3 clusters Score -9531.925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -9567.420898 Penalty: 1506.628296
	Iteration 3Q: 3 clusters Score -9567.421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9574.356445 Penalty: 1506.628296
	Iteration 4Q: 3 clusters Score -9574.356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -9574.356445 Penalty: 1506.628296
	Iteration 5F: 3 clusters Score -9574.356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Entering Unmasked Estep 
Score: -26646.306641 Penalty: 846.221985
	Iteration 0F: 2 clusters Score -26646.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -25964.292969 Penalty: 1692.443970
	Iteration 0F: 3 clusters Score -25964.29 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -26102.074219 Penalty: 1692.443970
	Iteration 1F: 3 clusters Score -26102.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -26153.746094 Penalty: 1692.443970
	Iteration 2Q: 3 clusters Score -26153.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -26160.375000 Penalty: 1692.443970
	Iteration 3Q: 3 clusters Score -26160.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -26164.796875 Penalty: 1692.443970
	Iteration 4Q: 3 clusters Score -26164.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -26164.796875 Penalty: 1692.443970
	Iteration 5F: 3 clusters Score -26164.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (35619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35619 members 
Entering Unmasked Estep 
Score: -4469271.500000 Penalty: 1559.518433
	Iteration 0F: 2 clusters Score -4469272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -4445998.000000 Penalty: 3119.036865
	Iteration 0F: 3 clusters Score -4445998 nChanged 16286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -4454979.000000 Penalty: 3119.036865
	Iteration 1F: 3 clusters Score -4454979 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -4455529.000000 Penalty: 3119.036865
	Iteration 2Q: 3 clusters Score -4455529 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -4456040.500000 Penalty: 3119.036865
	Iteration 3Q: 3 clusters Score -4456040 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -4456697.000000 Penalty: 3119.036865
	Iteration 4Q: 3 clusters Score -4456697 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 23048 members 
Entering Unmasked Estep 
Score: -4457563.500000 Penalty: 3119.036865
	Iteration 5Q: 3 clusters Score -4457564 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 25151 members 
Entering Unmasked Estep 
Score: -4458902.000000 Penalty: 3119.036865
	Iteration 6F: 3 clusters Score -4458902 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 27657 members 
Entering Unmasked Estep 
Score: -4460759.000000 Penalty: 3119.036865
	Iteration 7F: 3 clusters Score -4460759 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 30406 members 
Entering Unmasked Estep 
Score: -4463155.000000 Penalty: 3119.036865
	Iteration 8F: 3 clusters Score -4463155 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 32771 members 
Entering Unmasked Estep 
Score: -4465280.500000 Penalty: 3119.036865
	Iteration 9F: 3 clusters Score -4465280 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 34274 members 
Entering Unmasked Estep 
Score: -4466717.000000 Penalty: 3119.036865
	Iteration 10Q: 3 clusters Score -4466717 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 34991 members 
Entering Unmasked Estep 
Score: -4467432.500000 Penalty: 3119.036865
	Iteration 11Q: 3 clusters Score -4467432 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 35251 members 
Entering Unmasked Estep 
Score: -4467697.000000 Penalty: 3119.036865
	Iteration 12Q: 3 clusters Score -4467697 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 35334 members 
Entering Unmasked Estep 
Score: -4467835.000000 Penalty: 3119.036865
	Iteration 13Q: 3 clusters Score -4467835 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 35370 members 
Entering Unmasked Estep 
Score: -4467906.000000 Penalty: 3119.036865
	Iteration 14Q: 3 clusters Score -4467906 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 35387 members 
Entering Unmasked Estep 
Score: -4467950.500000 Penalty: 3119.036865
	Iteration 15Q: 3 clusters Score -4467950 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 35394 members 
Entering Unmasked Estep 
Score: -4467976.500000 Penalty: 3119.036865
	Iteration 16Q: 3 clusters Score -4467976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 35403 members 
Entering Unmasked Estep 
Score: -4467991.000000 Penalty: 3119.036865
	Iteration 17Q: 3 clusters Score -4467991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 35407 members 
Entering Unmasked Estep 
Score: -4468000.500000 Penalty: 3119.036865
	Iteration 18Q: 3 clusters Score -4468000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 35410 members 
Entering Unmasked Estep 
Score: -4468003.500000 Penalty: 3119.036865
	Iteration 19Q: 3 clusters Score -4468004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 35410 members 
Entering Unmasked Estep 
Score: -4468003.500000 Penalty: 3119.036865
	Iteration 20F: 3 clusters Score -4468004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (60481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60481 members 
Entering Unmasked Estep 
Score: -7702425.000000 Penalty: 1638.300537
	Iteration 0F: 2 clusters Score -7702425 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30175 members 
Mstep: Class 2 contains 30306 members 
Entering Unmasked Estep 
Score: -7664836.000000 Penalty: 3276.601074
	Iteration 0F: 3 clusters Score -7664836 nChanged 28150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30035 members 
Mstep: Class 2 contains 30446 members 
Entering Unmasked Estep 
Score: -7680327.500000 Penalty: 3276.601074
	Iteration 1F: 3 clusters Score -7680328 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30030 members 
Mstep: Class 2 contains 30451 members 
Entering Unmasked Estep 
Score: -7680843.000000 Penalty: 3276.601074
	Iteration 2Q: 3 clusters Score -7680843 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30022 members 
Mstep: Class 2 contains 30459 members 
Entering Unmasked Estep 
Score: -7681351.000000 Penalty: 3276.601074
	Iteration 3Q: 3 clusters Score -7681351 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30027 members 
Mstep: Class 2 contains 30454 members 
Entering Unmasked Estep 
Score: -7681872.500000 Penalty: 3276.601074
	Iteration 4Q: 3 clusters Score -7681872 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30020 members 
Mstep: Class 2 contains 30461 members 
Entering Unmasked Estep 
Score: -7682552.500000 Penalty: 3276.601074
	Iteration 5Q: 3 clusters Score -7682552 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30024 members 
Mstep: Class 2 contains 30457 members 
Entering Unmasked Estep 
Score: -7683335.000000 Penalty: 3276.601074
	Iteration 6Q: 3 clusters Score -7683335 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30071 members 
Mstep: Class 2 contains 30410 members 
Entering Unmasked Estep 
Score: -7684468.000000 Penalty: 3276.601074
	Iteration 7Q: 3 clusters Score -7684468 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30229 members 
Mstep: Class 2 contains 30252 members 
Entering Unmasked Estep 
Score: -7685870.500000 Penalty: 3276.601074
	Iteration 8Q: 3 clusters Score -7685870 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30441 members 
Mstep: Class 2 contains 30040 members 
Entering Unmasked Estep 
Score: -7687707.000000 Penalty: 3276.601074
	Iteration 9F: 3 clusters Score -7687707 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30791 members 
Mstep: Class 2 contains 29690 members 
Entering Unmasked Estep 
Score: -7689890.500000 Penalty: 3276.601074
	Iteration 10F: 3 clusters Score -7689890 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31274 members 
Mstep: Class 2 contains 29207 members 
Entering Unmasked Estep 
Score: -7692283.000000 Penalty: 3276.601074
	Iteration 11F: 3 clusters Score -7692283 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31745 members 
Mstep: Class 2 contains 28736 members 
Entering Unmasked Estep 
Score: -7694737.000000 Penalty: 3276.601074
	Iteration 12F: 3 clusters Score -7694737 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32290 members 
Mstep: Class 2 contains 28191 members 
Entering Unmasked Estep 
Score: -7696777.500000 Penalty: 3276.601074
	Iteration 13F: 3 clusters Score -7696778 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32814 members 
Mstep: Class 2 contains 27667 members 
Entering Unmasked Estep 
Score: -7698072.000000 Penalty: 3276.601074
	Iteration 14Q: 3 clusters Score -7698072 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33262 members 
Mstep: Class 2 contains 27219 members 
Entering Unmasked Estep 
Score: -7698803.500000 Penalty: 3276.601074
	Iteration 15Q: 3 clusters Score -7698804 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33680 members 
Mstep: Class 2 contains 26801 members 
Entering Unmasked Estep 
Score: -7699322.000000 Penalty: 3276.601074
	Iteration 16Q: 3 clusters Score -7699322 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34025 members 
Mstep: Class 2 contains 26456 members 
Entering Unmasked Estep 
Score: -7699705.500000 Penalty: 3276.601074
	Iteration 17Q: 3 clusters Score -7699706 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34356 members 
Mstep: Class 2 contains 26125 members 
Entering Unmasked Estep 
Score: -7700073.000000 Penalty: 3276.601074
	Iteration 18Q: 3 clusters Score -7700073 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34623 members 
Mstep: Class 2 contains 25858 members 
Entering Unmasked Estep 
Score: -7700327.000000 Penalty: 3276.601074
	Iteration 19Q: 3 clusters Score -7700327 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34824 members 
Mstep: Class 2 contains 25657 members 
Entering Unmasked Estep 
Score: -7700576.500000 Penalty: 3276.601074
	Iteration 20F: 3 clusters Score -7700576 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34972 members 
Mstep: Class 2 contains 25509 members 
Entering Unmasked Estep 
Score: -7700726.500000 Penalty: 3276.601074
	Iteration 21Q: 3 clusters Score -7700726 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35073 members 
Mstep: Class 2 contains 25408 members 
Entering Unmasked Estep 
Score: -7700818.500000 Penalty: 3276.601074
	Iteration 22Q: 3 clusters Score -7700818 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35179 members 
Mstep: Class 2 contains 25302 members 
Entering Unmasked Estep 
Score: -7700909.000000 Penalty: 3276.601074
	Iteration 23Q: 3 clusters Score -7700909 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35276 members 
Mstep: Class 2 contains 25205 members 
Entering Unmasked Estep 
Score: -7700973.500000 Penalty: 3276.601074
	Iteration 24Q: 3 clusters Score -7700974 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35388 members 
Mstep: Class 2 contains 25093 members 
Entering Unmasked Estep 
Score: -7700992.000000 Penalty: 3276.601074
	Iteration 25Q: 3 clusters Score -7700992 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35510 members 
Mstep: Class 2 contains 24971 members 
Entering Unmasked Estep 
Score: -7701009.000000 Penalty: 3276.601074
	Iteration 26Q: 3 clusters Score -7701009 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35616 members 
Mstep: Class 2 contains 24865 members 
Entering Unmasked Estep 
Score: -7701031.000000 Penalty: 3276.601074
	Iteration 27Q: 3 clusters Score -7701031 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35721 members 
Mstep: Class 2 contains 24760 members 
Entering Unmasked Estep 
Score: -7701053.000000 Penalty: 3276.601074
	Iteration 28Q: 3 clusters Score -7701053 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35815 members 
Mstep: Class 2 contains 24666 members 
Entering Unmasked Estep 
Score: -7701073.000000 Penalty: 3276.601074
	Iteration 29Q: 3 clusters Score -7701073 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35901 members 
Mstep: Class 2 contains 24580 members 
Entering Unmasked Estep 
Score: -7701055.000000 Penalty: 3276.601074
	Iteration 30Q: 3 clusters Score -7701055 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35984 members 
Mstep: Class 2 contains 24497 members 
Entering Unmasked Estep 
Score: -7701055.000000 Penalty: 3276.601074
	Iteration 31Q: 3 clusters Score -7701055 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36057 members 
Mstep: Class 2 contains 24424 members 
Entering Unmasked Estep 
Score: -7701064.500000 Penalty: 3276.601074
	Iteration 32Q: 3 clusters Score -7701064 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36124 members 
Mstep: Class 2 contains 24357 members 
Entering Unmasked Estep 
Score: -7701064.000000 Penalty: 3276.601074
	Iteration 33Q: 3 clusters Score -7701064 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36191 members 
Mstep: Class 2 contains 24290 members 
Entering Unmasked Estep 
Score: -7701073.500000 Penalty: 3276.601074
	Iteration 34Q: 3 clusters Score -7701074 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36250 members 
Mstep: Class 2 contains 24231 members 
Entering Unmasked Estep 
Score: -7701083.500000 Penalty: 3276.601074
	Iteration 35Q: 3 clusters Score -7701084 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36311 members 
Mstep: Class 2 contains 24170 members 
Entering Unmasked Estep 
Score: -7701074.000000 Penalty: 3276.601074
	Iteration 36Q: 3 clusters Score -7701074 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36370 members 
Mstep: Class 2 contains 24111 members 
Entering Unmasked Estep 
Score: -7701077.500000 Penalty: 3276.601074
	Iteration 37Q: 3 clusters Score -7701078 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36427 members 
Mstep: Class 2 contains 24054 members 
Entering Unmasked Estep 
Score: -7701076.500000 Penalty: 3276.601074
	Iteration 38Q: 3 clusters Score -7701076 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36476 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -7701073.000000 Penalty: 3276.601074
	Iteration 39Q: 3 clusters Score -7701073 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36534 members 
Mstep: Class 2 contains 23947 members 
Entering Unmasked Estep 
Score: -7701059.000000 Penalty: 3276.601074
	Iteration 40F: 3 clusters Score -7701059 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36594 members 
Mstep: Class 2 contains 23887 members 
Entering Unmasked Estep 
Score: -7701084.000000 Penalty: 3276.601074
	Iteration 41Q: 3 clusters Score -7701084 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36644 members 
Mstep: Class 2 contains 23837 members 
Entering Unmasked Estep 
Score: -7701097.500000 Penalty: 3276.601074
	Iteration 42Q: 3 clusters Score -7701098 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36688 members 
Mstep: Class 2 contains 23793 members 
Entering Unmasked Estep 
Score: -7701093.000000 Penalty: 3276.601074
	Iteration 43Q: 3 clusters Score -7701093 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36725 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
Score: -7701087.500000 Penalty: 3276.601074
	Iteration 44Q: 3 clusters Score -7701088 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36760 members 
Mstep: Class 2 contains 23721 members 
Entering Unmasked Estep 
Score: -7701085.500000 Penalty: 3276.601074
	Iteration 45Q: 3 clusters Score -7701086 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36800 members 
Mstep: Class 2 contains 23681 members 
Entering Unmasked Estep 
Score: -7701097.000000 Penalty: 3276.601074
	Iteration 46Q: 3 clusters Score -7701097 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36842 members 
Mstep: Class 2 contains 23639 members 
Entering Unmasked Estep 
Score: -7701085.500000 Penalty: 3276.601074
	Iteration 47Q: 3 clusters Score -7701086 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36888 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -7701085.500000 Penalty: 3276.601074
	Iteration 48Q: 3 clusters Score -7701086 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36930 members 
Mstep: Class 2 contains 23551 members 
Entering Unmasked Estep 
Score: -7701089.500000 Penalty: 3276.601074
	Iteration 49Q: 3 clusters Score -7701090 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36975 members 
Mstep: Class 2 contains 23506 members 
Entering Unmasked Estep 
Score: -7701095.500000 Penalty: 3276.601074
	Iteration 50Q: 3 clusters Score -7701096 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37011 members 
Mstep: Class 2 contains 23470 members 
Entering Unmasked Estep 
Score: -7701087.000000 Penalty: 3276.601074
	Iteration 51Q: 3 clusters Score -7701087 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37059 members 
Mstep: Class 2 contains 23422 members 
Entering Unmasked Estep 
Score: -7701069.500000 Penalty: 3276.601074
	Iteration 52Q: 3 clusters Score -7701070 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37111 members 
Mstep: Class 2 contains 23370 members 
Entering Unmasked Estep 
Score: -7701089.000000 Penalty: 3276.601074
	Iteration 53Q: 3 clusters Score -7701089 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37173 members 
Mstep: Class 2 contains 23308 members 
Entering Unmasked Estep 
Score: -7701109.500000 Penalty: 3276.601074
	Iteration 54Q: 3 clusters Score -7701110 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37244 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -7701110.500000 Penalty: 3276.601074
	Iteration 55Q: 3 clusters Score -7701110 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37318 members 
Mstep: Class 2 contains 23163 members 
Entering Unmasked Estep 
Score: -7701119.500000 Penalty: 3276.601074
	Iteration 56Q: 3 clusters Score -7701120 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37386 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -7701135.500000 Penalty: 3276.601074
	Iteration 57Q: 3 clusters Score -7701136 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37443 members 
Mstep: Class 2 contains 23038 members 
Entering Unmasked Estep 
Score: -7701141.500000 Penalty: 3276.601074
	Iteration 58Q: 3 clusters Score -7701142 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37498 members 
Mstep: Class 2 contains 22983 members 
Entering Unmasked Estep 
Score: -7701134.000000 Penalty: 3276.601074
	Iteration 59Q: 3 clusters Score -7701134 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37551 members 
Mstep: Class 2 contains 22930 members 
Entering Unmasked Estep 
Score: -7701125.500000 Penalty: 3276.601074
	Iteration 60F: 3 clusters Score -7701126 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37607 members 
Mstep: Class 2 contains 22874 members 
Entering Unmasked Estep 
Score: -7701130.000000 Penalty: 3276.601074
	Iteration 61Q: 3 clusters Score -7701130 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37658 members 
Mstep: Class 2 contains 22823 members 
Entering Unmasked Estep 
Score: -7701132.000000 Penalty: 3276.601074
	Iteration 62Q: 3 clusters Score -7701132 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37697 members 
Mstep: Class 2 contains 22784 members 
Entering Unmasked Estep 
Score: -7701130.000000 Penalty: 3276.601074
	Iteration 63Q: 3 clusters Score -7701130 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37749 members 
Mstep: Class 2 contains 22732 members 
Entering Unmasked Estep 
Score: -7701127.000000 Penalty: 3276.601074
	Iteration 64Q: 3 clusters Score -7701127 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37814 members 
Mstep: Class 2 contains 22667 members 
Entering Unmasked Estep 
Score: -7701127.000000 Penalty: 3276.601074
	Iteration 65Q: 3 clusters Score -7701127 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37864 members 
Mstep: Class 2 contains 22617 members 
Entering Unmasked Estep 
Score: -7701132.000000 Penalty: 3276.601074
	Iteration 66Q: 3 clusters Score -7701132 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37915 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
Score: -7701153.500000 Penalty: 3276.601074
	Iteration 67Q: 3 clusters Score -7701154 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37974 members 
Mstep: Class 2 contains 22507 members 
Entering Unmasked Estep 
Score: -7701148.500000 Penalty: 3276.601074
	Iteration 68Q: 3 clusters Score -7701148 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38032 members 
Mstep: Class 2 contains 22449 members 
Entering Unmasked Estep 
Score: -7701140.000000 Penalty: 3276.601074
	Iteration 69Q: 3 clusters Score -7701140 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38101 members 
Mstep: Class 2 contains 22380 members 
Entering Unmasked Estep 
Score: -7701155.000000 Penalty: 3276.601074
	Iteration 70Q: 3 clusters Score -7701155 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38165 members 
Mstep: Class 2 contains 22316 members 
Entering Unmasked Estep 
Score: -7701147.000000 Penalty: 3276.601074
	Iteration 71Q: 3 clusters Score -7701147 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38210 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -7701143.500000 Penalty: 3276.601074
	Iteration 72Q: 3 clusters Score -7701144 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38266 members 
Mstep: Class 2 contains 22215 members 
Entering Unmasked Estep 
Score: -7701147.500000 Penalty: 3276.601074
	Iteration 73Q: 3 clusters Score -7701148 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38308 members 
Mstep: Class 2 contains 22173 members 
Entering Unmasked Estep 
Score: -7701147.500000 Penalty: 3276.601074
	Iteration 74Q: 3 clusters Score -7701148 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38356 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -7701161.000000 Penalty: 3276.601074
	Iteration 75Q: 3 clusters Score -7701161 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38389 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -7701149.500000 Penalty: 3276.601074
	Iteration 76Q: 3 clusters Score -7701150 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38411 members 
Mstep: Class 2 contains 22070 members 
Entering Unmasked Estep 
Score: -7701144.000000 Penalty: 3276.601074
	Iteration 77Q: 3 clusters Score -7701144 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38435 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -7701142.500000 Penalty: 3276.601074
	Iteration 78Q: 3 clusters Score -7701142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38452 members 
Mstep: Class 2 contains 22029 members 
Entering Unmasked Estep 
Score: -7701140.500000 Penalty: 3276.601074
	Iteration 79Q: 3 clusters Score -7701140 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38464 members 
Mstep: Class 2 contains 22017 members 
Entering Unmasked Estep 
Score: -7701138.000000 Penalty: 3276.601074
	Iteration 80F: 3 clusters Score -7701138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38473 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -7701136.500000 Penalty: 3276.601074
	Iteration 81Q: 3 clusters Score -7701136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38481 members 
Mstep: Class 2 contains 22000 members 
Entering Unmasked Estep 
Score: -7701125.500000 Penalty: 3276.601074
	Iteration 82Q: 3 clusters Score -7701126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38489 members 
Mstep: Class 2 contains 21992 members 
Entering Unmasked Estep 
Score: -7701126.000000 Penalty: 3276.601074
	Iteration 83Q: 3 clusters Score -7701126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38497 members 
Mstep: Class 2 contains 21984 members 
Entering Unmasked Estep 
Score: -7701137.500000 Penalty: 3276.601074
	Iteration 84Q: 3 clusters Score -7701138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38505 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -7701129.500000 Penalty: 3276.601074
	Iteration 85Q: 3 clusters Score -7701130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38514 members 
Mstep: Class 2 contains 21967 members 
Entering Unmasked Estep 
Score: -7701136.000000 Penalty: 3276.601074
	Iteration 86Q: 3 clusters Score -7701136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38524 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -7701133.500000 Penalty: 3276.601074
	Iteration 87Q: 3 clusters Score -7701134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38534 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -7701128.500000 Penalty: 3276.601074
	Iteration 88Q: 3 clusters Score -7701128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38546 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -7701136.000000 Penalty: 3276.601074
	Iteration 89Q: 3 clusters Score -7701136 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38559 members 
Mstep: Class 2 contains 21922 members 
Entering Unmasked Estep 
Score: -7701141.500000 Penalty: 3276.601074
	Iteration 90Q: 3 clusters Score -7701142 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38577 members 
Mstep: Class 2 contains 21904 members 
Entering Unmasked Estep 
Score: -7701142.000000 Penalty: 3276.601074
	Iteration 91Q: 3 clusters Score -7701142 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38598 members 
Mstep: Class 2 contains 21883 members 
Entering Unmasked Estep 
Score: -7701139.500000 Penalty: 3276.601074
	Iteration 92Q: 3 clusters Score -7701140 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38620 members 
Mstep: Class 2 contains 21861 members 
Entering Unmasked Estep 
Score: -7701134.000000 Penalty: 3276.601074
	Iteration 93Q: 3 clusters Score -7701134 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38634 members 
Mstep: Class 2 contains 21847 members 
Entering Unmasked Estep 
Score: -7701139.000000 Penalty: 3276.601074
	Iteration 94Q: 3 clusters Score -7701139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38639 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
Score: -7701140.500000 Penalty: 3276.601074
	Iteration 95Q: 3 clusters Score -7701140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38642 members 
Mstep: Class 2 contains 21839 members 
Entering Unmasked Estep 
Score: -7701144.500000 Penalty: 3276.601074
	Iteration 96Q: 3 clusters Score -7701144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38647 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -7701139.500000 Penalty: 3276.601074
	Iteration 97Q: 3 clusters Score -7701140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38655 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
Score: -7701141.000000 Penalty: 3276.601074
	Iteration 98Q: 3 clusters Score -7701141 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38667 members 
Mstep: Class 2 contains 21814 members 
Entering Unmasked Estep 
Score: -7701144.000000 Penalty: 3276.601074
	Iteration 99Q: 3 clusters Score -7701144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38679 members 
Mstep: Class 2 contains 21802 members 
Entering Unmasked Estep 
Score: -7701142.500000 Penalty: 3276.601074
	Iteration 100F: 3 clusters Score -7701142 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38694 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
Score: -7701130.000000 Penalty: 3276.601074
	Iteration 101Q: 3 clusters Score -7701130 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38708 members 
Mstep: Class 2 contains 21773 members 
Entering Unmasked Estep 
Score: -7701150.000000 Penalty: 3276.601074
	Iteration 102Q: 3 clusters Score -7701150 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38724 members 
Mstep: Class 2 contains 21757 members 
Entering Unmasked Estep 
Score: -7701147.500000 Penalty: 3276.601074
	Iteration 103Q: 3 clusters Score -7701148 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38743 members 
Mstep: Class 2 contains 21738 members 
Entering Unmasked Estep 
Score: -7701140.000000 Penalty: 3276.601074
	Iteration 104Q: 3 clusters Score -7701140 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38764 members 
Mstep: Class 2 contains 21717 members 
Entering Unmasked Estep 
Score: -7701143.000000 Penalty: 3276.601074
	Iteration 105Q: 3 clusters Score -7701143 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38777 members 
Mstep: Class 2 contains 21704 members 
Entering Unmasked Estep 
Score: -7701144.000000 Penalty: 3276.601074
	Iteration 106Q: 3 clusters Score -7701144 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38797 members 
Mstep: Class 2 contains 21684 members 
Entering Unmasked Estep 
Score: -7701142.500000 Penalty: 3276.601074
	Iteration 107Q: 3 clusters Score -7701142 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38818 members 
Mstep: Class 2 contains 21663 members 
Entering Unmasked Estep 
Score: -7701134.000000 Penalty: 3276.601074
	Iteration 108Q: 3 clusters Score -7701134 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38835 members 
Mstep: Class 2 contains 21646 members 
Entering Unmasked Estep 
Score: -7701141.000000 Penalty: 3276.601074
	Iteration 109Q: 3 clusters Score -7701141 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38851 members 
Mstep: Class 2 contains 21630 members 
Entering Unmasked Estep 
Score: -7701139.000000 Penalty: 3276.601074
	Iteration 110Q: 3 clusters Score -7701139 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38865 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -7701139.000000 Penalty: 3276.601074
	Iteration 111Q: 3 clusters Score -7701139 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38878 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -7701142.000000 Penalty: 3276.601074
	Iteration 112Q: 3 clusters Score -7701142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38888 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -7701143.000000 Penalty: 3276.601074
	Iteration 113Q: 3 clusters Score -7701143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38893 members 
Mstep: Class 2 contains 21588 members 
Entering Unmasked Estep 
Score: -7701141.000000 Penalty: 3276.601074
	Iteration 114Q: 3 clusters Score -7701141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
Score: -7701140.000000 Penalty: 3276.601074
	Iteration 115Q: 3 clusters Score -7701140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38899 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
Score: -7701137.000000 Penalty: 3276.601074
	Iteration 116Q: 3 clusters Score -7701137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38903 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -7701131.500000 Penalty: 3276.601074
	Iteration 117Q: 3 clusters Score -7701132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38904 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
Score: -7701132.000000 Penalty: 3276.601074
	Iteration 118Q: 3 clusters Score -7701132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38904 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
Score: -7701132.000000 Penalty: 3276.601074
	Iteration 119F: 3 clusters Score -7701132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (5797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Entering Unmasked Estep 
Score: -721139.250000 Penalty: 1289.366333
	Iteration 0F: 2 clusters Score -721139.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -716933.250000 Penalty: 2578.732666
	Iteration 0F: 3 clusters Score -716933.2 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -718266.937500 Penalty: 2578.732666
	Iteration 1F: 3 clusters Score -718266.9 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -718502.937500 Penalty: 2578.732666
	Iteration 2F: 3 clusters Score -718502.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -718640.437500 Penalty: 2578.732666
	Iteration 3Q: 3 clusters Score -718640.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -718739.437500 Penalty: 2578.732666
	Iteration 4Q: 3 clusters Score -718739.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -718832.437500 Penalty: 2578.732666
	Iteration 5Q: 3 clusters Score -718832.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -718941.000000 Penalty: 2578.732666
	Iteration 6Q: 3 clusters Score -718941 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -719046.750000 Penalty: 2578.732666
	Iteration 7Q: 3 clusters Score -719046.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -719146.312500 Penalty: 2578.732666
	Iteration 8Q: 3 clusters Score -719146.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -719252.125000 Penalty: 2578.732666
	Iteration 9Q: 3 clusters Score -719252.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -719356.375000 Penalty: 2578.732666
	Iteration 10Q: 3 clusters Score -719356.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -719450.562500 Penalty: 2578.732666
	Iteration 11Q: 3 clusters Score -719450.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -719528.062500 Penalty: 2578.732666
	Iteration 12Q: 3 clusters Score -719528.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -719605.062500 Penalty: 2578.732666
	Iteration 13Q: 3 clusters Score -719605.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -719684.625000 Penalty: 2578.732666
	Iteration 14Q: 3 clusters Score -719684.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -719752.750000 Penalty: 2578.732666
	Iteration 15Q: 3 clusters Score -719752.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -719807.812500 Penalty: 2578.732666
	Iteration 16Q: 3 clusters Score -719807.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -719855.562500 Penalty: 2578.732666
	Iteration 17Q: 3 clusters Score -719855.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -719890.375000 Penalty: 2578.732666
	Iteration 18Q: 3 clusters Score -719890.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -719923.750000 Penalty: 2578.732666
	Iteration 19Q: 3 clusters Score -719923.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -719954.000000 Penalty: 2578.732666
	Iteration 20F: 3 clusters Score -719954 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -719981.187500 Penalty: 2578.732666
	Iteration 21Q: 3 clusters Score -719981.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -720008.187500 Penalty: 2578.732666
	Iteration 22Q: 3 clusters Score -720008.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -720033.250000 Penalty: 2578.732666
	Iteration 23Q: 3 clusters Score -720033.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -720053.937500 Penalty: 2578.732666
	Iteration 24Q: 3 clusters Score -720053.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -720077.500000 Penalty: 2578.732666
	Iteration 25Q: 3 clusters Score -720077.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -720090.562500 Penalty: 2578.732666
	Iteration 26Q: 3 clusters Score -720090.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -720097.250000 Penalty: 2578.732666
	Iteration 27Q: 3 clusters Score -720097.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -720108.125000 Penalty: 2578.732666
	Iteration 28Q: 3 clusters Score -720108.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -720126.062500 Penalty: 2578.732666
	Iteration 29Q: 3 clusters Score -720126.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -720137.625000 Penalty: 2578.732666
	Iteration 30Q: 3 clusters Score -720137.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -720145.500000 Penalty: 2578.732666
	Iteration 31Q: 3 clusters Score -720145.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -720150.937500 Penalty: 2578.732666
	Iteration 32Q: 3 clusters Score -720150.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -720155.625000 Penalty: 2578.732666
	Iteration 33Q: 3 clusters Score -720155.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -720161.687500 Penalty: 2578.732666
	Iteration 34Q: 3 clusters Score -720161.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -720161.625000 Penalty: 2578.732666
	Iteration 35Q: 3 clusters Score -720161.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -720163.875000 Penalty: 2578.732666
	Iteration 36Q: 3 clusters Score -720163.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -720165.125000 Penalty: 2578.732666
	Iteration 37Q: 3 clusters Score -720165.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -720166.875000 Penalty: 2578.732666
	Iteration 38Q: 3 clusters Score -720166.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -720171.000000 Penalty: 2578.732666
	Iteration 39Q: 3 clusters Score -720171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -720172.937500 Penalty: 2578.732666
	Iteration 40F: 3 clusters Score -720172.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -720174.375000 Penalty: 2578.732666
	Iteration 41Q: 3 clusters Score -720174.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -720178.500000 Penalty: 2578.732666
	Iteration 42Q: 3 clusters Score -720178.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -720182.062500 Penalty: 2578.732666
	Iteration 43Q: 3 clusters Score -720182.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -720184.000000 Penalty: 2578.732666
	Iteration 44Q: 3 clusters Score -720184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -720183.500000 Penalty: 2578.732666
	Iteration 45Q: 3 clusters Score -720183.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -720186.000000 Penalty: 2578.732666
	Iteration 46Q: 3 clusters Score -720186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -720186.625000 Penalty: 2578.732666
	Iteration 47Q: 3 clusters Score -720186.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -720186.625000 Penalty: 2578.732666
	Iteration 48F: 3 clusters Score -720186.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (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: -21138.449219 Penalty: 819.193359
	Iteration 0F: 2 clusters Score -21138.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -20589.359375 Penalty: 1638.386719
	Iteration 0F: 3 clusters Score -20589.36 nChanged 38
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: -20774.904297 Penalty: 1638.386719
	Iteration 1F: 3 clusters Score -20774.9 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: -20841.519531 Penalty: 1638.386719
	Iteration 2Q: 3 clusters Score -20841.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -20891.761719 Penalty: 1638.386719
	Iteration 3Q: 3 clusters Score -20891.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -20922.773438 Penalty: 1638.386719
	Iteration 4Q: 3 clusters Score -20922.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -20922.773438 Penalty: 1638.386719
	Iteration 5F: 3 clusters Score -20922.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Entering Unmasked Estep 
Score: -14879.831055 Penalty: 803.918457
	Iteration 0F: 2 clusters Score -14879.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -14329.315430 Penalty: 1607.836914
	Iteration 0F: 3 clusters Score -14329.32 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -14403.074219 Penalty: 1607.836914
	Iteration 1F: 3 clusters Score -14403.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -14461.036133 Penalty: 1607.836914
	Iteration 2Q: 3 clusters Score -14461.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -14496.149414 Penalty: 1607.836914
	Iteration 3Q: 3 clusters Score -14496.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -14521.632812 Penalty: 1607.836914
	Iteration 4Q: 3 clusters Score -14521.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -14538.881836 Penalty: 1607.836914
	Iteration 5Q: 3 clusters Score -14538.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -14553.065430 Penalty: 1607.836914
	Iteration 6Q: 3 clusters Score -14553.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -14562.722656 Penalty: 1607.836914
	Iteration 7Q: 3 clusters Score -14562.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -14562.722656 Penalty: 1607.836914
	Iteration 8F: 3 clusters Score -14562.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (10179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Entering Unmasked Estep 
Score: -1294345.750000 Penalty: 1373.138550
	Iteration 0F: 2 clusters Score -1294346 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 5078 members 
Entering Unmasked Estep 
Score: -1287439.250000 Penalty: 2746.277100
	Iteration 0F: 3 clusters Score -1287439 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1289847.000000 Penalty: 2746.277100
	Iteration 1F: 3 clusters Score -1289847 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1290102.125000 Penalty: 2746.277100
	Iteration 2F: 3 clusters Score -1290102 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1290278.625000 Penalty: 2746.277100
	Iteration 3Q: 3 clusters Score -1290279 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1290399.000000 Penalty: 2746.277100
	Iteration 4Q: 3 clusters Score -1290399 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1290486.375000 Penalty: 2746.277100
	Iteration 5Q: 3 clusters Score -1290486 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1290568.500000 Penalty: 2746.277100
	Iteration 6Q: 3 clusters Score -1290568 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1290620.500000 Penalty: 2746.277100
	Iteration 7Q: 3 clusters Score -1290620 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1290671.375000 Penalty: 2746.277100
	Iteration 8Q: 3 clusters Score -1290671 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1290723.750000 Penalty: 2746.277100
	Iteration 9Q: 3 clusters Score -1290724 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1290769.250000 Penalty: 2746.277100
	Iteration 10Q: 3 clusters Score -1290769 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1290817.125000 Penalty: 2746.277100
	Iteration 11Q: 3 clusters Score -1290817 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1290875.125000 Penalty: 2746.277100
	Iteration 12Q: 3 clusters Score -1290875 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1290937.250000 Penalty: 2746.277100
	Iteration 13Q: 3 clusters Score -1290937 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1291006.625000 Penalty: 2746.277100
	Iteration 14Q: 3 clusters Score -1291007 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1291069.500000 Penalty: 2746.277100
	Iteration 15Q: 3 clusters Score -1291070 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1291143.250000 Penalty: 2746.277100
	Iteration 16Q: 3 clusters Score -1291143 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1291241.375000 Penalty: 2746.277100
	Iteration 17Q: 3 clusters Score -1291241 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1291364.500000 Penalty: 2746.277100
	Iteration 18Q: 3 clusters Score -1291364 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1291497.375000 Penalty: 2746.277100
	Iteration 19Q: 3 clusters Score -1291497 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1291648.375000 Penalty: 2746.277100
	Iteration 20F: 3 clusters Score -1291648 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1291797.250000 Penalty: 2746.277100
	Iteration 21Q: 3 clusters Score -1291797 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1291964.625000 Penalty: 2746.277100
	Iteration 22Q: 3 clusters Score -1291965 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1292135.625000 Penalty: 2746.277100
	Iteration 23Q: 3 clusters Score -1292136 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1292290.625000 Penalty: 2746.277100
	Iteration 24Q: 3 clusters Score -1292291 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1292419.750000 Penalty: 2746.277100
	Iteration 25Q: 3 clusters Score -1292420 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1292556.750000 Penalty: 2746.277100
	Iteration 26Q: 3 clusters Score -1292557 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1292678.375000 Penalty: 2746.277100
	Iteration 27Q: 3 clusters Score -1292678 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1292785.125000 Penalty: 2746.277100
	Iteration 28Q: 3 clusters Score -1292785 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1292857.750000 Penalty: 2746.277100
	Iteration 29Q: 3 clusters Score -1292858 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1292919.250000 Penalty: 2746.277100
	Iteration 30Q: 3 clusters Score -1292919 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1292978.875000 Penalty: 2746.277100
	Iteration 31Q: 3 clusters Score -1292979 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1293035.375000 Penalty: 2746.277100
	Iteration 32Q: 3 clusters Score -1293035 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1293075.875000 Penalty: 2746.277100
	Iteration 33Q: 3 clusters Score -1293076 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1293098.875000 Penalty: 2746.277100
	Iteration 34Q: 3 clusters Score -1293099 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1293131.375000 Penalty: 2746.277100
	Iteration 35Q: 3 clusters Score -1293131 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1293154.375000 Penalty: 2746.277100
	Iteration 36Q: 3 clusters Score -1293154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1293165.250000 Penalty: 2746.277100
	Iteration 37Q: 3 clusters Score -1293165 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1293177.500000 Penalty: 2746.277100
	Iteration 38Q: 3 clusters Score -1293178 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1293193.625000 Penalty: 2746.277100
	Iteration 39Q: 3 clusters Score -1293194 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1293215.750000 Penalty: 2746.277100
	Iteration 40F: 3 clusters Score -1293216 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1293230.125000 Penalty: 2746.277100
	Iteration 41Q: 3 clusters Score -1293230 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1293240.250000 Penalty: 2746.277100
	Iteration 42Q: 3 clusters Score -1293240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1293245.375000 Penalty: 2746.277100
	Iteration 43Q: 3 clusters Score -1293245 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1293258.750000 Penalty: 2746.277100
	Iteration 44Q: 3 clusters Score -1293259 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1293265.125000 Penalty: 2746.277100
	Iteration 45Q: 3 clusters Score -1293265 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1293273.750000 Penalty: 2746.277100
	Iteration 46Q: 3 clusters Score -1293274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1293281.000000 Penalty: 2746.277100
	Iteration 47Q: 3 clusters Score -1293281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1293285.375000 Penalty: 2746.277100
	Iteration 48Q: 3 clusters Score -1293285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1293286.375000 Penalty: 2746.277100
	Iteration 49Q: 3 clusters Score -1293286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1293288.625000 Penalty: 2746.277100
	Iteration 50Q: 3 clusters Score -1293289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1293289.750000 Penalty: 2746.277100
	Iteration 51Q: 3 clusters Score -1293290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1293293.875000 Penalty: 2746.277100
	Iteration 52Q: 3 clusters Score -1293294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1293297.125000 Penalty: 2746.277100
	Iteration 53Q: 3 clusters Score -1293297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1293297.125000 Penalty: 2746.277100
	Iteration 54F: 3 clusters Score -1293297 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (4011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Entering Unmasked Estep 
Score: -537461.500000 Penalty: 1234.563232
	Iteration 0F: 2 clusters Score -537461.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -534308.312500 Penalty: 2469.126465
	Iteration 0F: 3 clusters Score -534308.3 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -535195.625000 Penalty: 2469.126465
	Iteration 1F: 3 clusters Score -535195.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -535401.500000 Penalty: 2469.126465
	Iteration 2F: 3 clusters Score -535401.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -535506.375000 Penalty: 2469.126465
	Iteration 3Q: 3 clusters Score -535506.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -535579.500000 Penalty: 2469.126465
	Iteration 4Q: 3 clusters Score -535579.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -535622.437500 Penalty: 2469.126465
	Iteration 5Q: 3 clusters Score -535622.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -535662.812500 Penalty: 2469.126465
	Iteration 6Q: 3 clusters Score -535662.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -535692.375000 Penalty: 2469.126465
	Iteration 7Q: 3 clusters Score -535692.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -535707.187500 Penalty: 2469.126465
	Iteration 8Q: 3 clusters Score -535707.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -535719.812500 Penalty: 2469.126465
	Iteration 9Q: 3 clusters Score -535719.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -535731.375000 Penalty: 2469.126465
	Iteration 10Q: 3 clusters Score -535731.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -535740.375000 Penalty: 2469.126465
	Iteration 11Q: 3 clusters Score -535740.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -535747.562500 Penalty: 2469.126465
	Iteration 12Q: 3 clusters Score -535747.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -535754.687500 Penalty: 2469.126465
	Iteration 13Q: 3 clusters Score -535754.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -535759.062500 Penalty: 2469.126465
	Iteration 14Q: 3 clusters Score -535759.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -535761.062500 Penalty: 2469.126465
	Iteration 15Q: 3 clusters Score -535761.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -535761.500000 Penalty: 2469.126465
	Iteration 16Q: 3 clusters Score -535761.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -535764.500000 Penalty: 2469.126465
	Iteration 17Q: 3 clusters Score -535764.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -535764.875000 Penalty: 2469.126465
	Iteration 18Q: 3 clusters Score -535764.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -535766.375000 Penalty: 2469.126465
	Iteration 19Q: 3 clusters Score -535766.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -535767.812500 Penalty: 2469.126465
	Iteration 20F: 3 clusters Score -535767.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -535768.750000 Penalty: 2469.126465
	Iteration 21Q: 3 clusters Score -535768.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -535769.250000 Penalty: 2469.126465
	Iteration 22Q: 3 clusters Score -535769.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -535769.812500 Penalty: 2469.126465
	Iteration 23Q: 3 clusters Score -535769.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -535770.437500 Penalty: 2469.126465
	Iteration 24Q: 3 clusters Score -535770.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -535770.812500 Penalty: 2469.126465
	Iteration 25Q: 3 clusters Score -535770.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -535770.812500 Penalty: 2469.126465
	Iteration 26F: 3 clusters Score -535770.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27376 members 
Mstep: Class 4 contains 34983 members 
Mstep: Class 5 contains 50285 members 
Mstep: Class 6 contains 24127 members 
Mstep: Class 7 contains 18132 members 
Mstep: Class 8 contains 8899 members 
Mstep: Class 9 contains 72444 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 47973 members 
Mstep: Class 13 contains 34451 members 
Mstep: Class 14 contains 3272 members 
Mstep: Class 15 contains 5674 members 
Mstep: Class 16 contains 17816 members 
Mstep: Class 17 contains 10365 members 
Mstep: Class 18 contains 30297 members 
Mstep: Class 19 contains 16230 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1374 members 
Mstep: Class 22 contains 8775 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11970 members 
Mstep: Class 25 contains 6047 members 
Mstep: Class 26 contains 41077 members 
Mstep: Class 27 contains 22498 members 
Mstep: Class 28 contains 5188 members 
Mstep: Class 29 contains 4582 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10943 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35619 members 
Mstep: Class 38 contains 60481 members 
Mstep: Class 39 contains 5797 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10179 members 
Mstep: Class 43 contains 4011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81000456.000000 Penalty: 85805.187500
Iteration 359Q: 44 clusters Score -8.100046e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27372 members 
Mstep: Class 4 contains 34984 members 
Mstep: Class 5 contains 50282 members 
Mstep: Class 6 contains 24127 members 
Mstep: Class 7 contains 18132 members 
Mstep: Class 8 contains 8899 members 
Mstep: Class 9 contains 72454 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 47974 members 
Mstep: Class 13 contains 34451 members 
Mstep: Class 14 contains 3272 members 
Mstep: Class 15 contains 5674 members 
Mstep: Class 16 contains 17816 members 
Mstep: Class 17 contains 10365 members 
Mstep: Class 18 contains 30298 members 
Mstep: Class 19 contains 16230 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1374 members 
Mstep: Class 22 contains 8776 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11971 members 
Mstep: Class 25 contains 6047 members 
Mstep: Class 26 contains 41077 members 
Mstep: Class 27 contains 22498 members 
Mstep: Class 28 contains 5188 members 
Mstep: Class 29 contains 4582 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10943 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35617 members 
Mstep: Class 38 contains 60475 members 
Mstep: Class 39 contains 5796 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10179 members 
Mstep: Class 43 contains 4012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81000472.000000 Penalty: 85805.187500
Iteration 360F: 44 clusters Score -8.100047e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27369 members 
Mstep: Class 4 contains 34984 members 
Mstep: Class 5 contains 50279 members 
Mstep: Class 6 contains 24127 members 
Mstep: Class 7 contains 18134 members 
Mstep: Class 8 contains 8899 members 
Mstep: Class 9 contains 72464 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 47972 members 
Mstep: Class 13 contains 34453 members 
Mstep: Class 14 contains 3272 members 
Mstep: Class 15 contains 5674 members 
Mstep: Class 16 contains 17817 members 
Mstep: Class 17 contains 10365 members 
Mstep: Class 18 contains 30297 members 
Mstep: Class 19 contains 16230 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1374 members 
Mstep: Class 22 contains 8776 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11971 members 
Mstep: Class 25 contains 6047 members 
Mstep: Class 26 contains 41076 members 
Mstep: Class 27 contains 22498 members 
Mstep: Class 28 contains 5188 members 
Mstep: Class 29 contains 4582 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10943 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35616 members 
Mstep: Class 38 contains 60473 members 
Mstep: Class 39 contains 5793 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10179 members 
Mstep: Class 43 contains 4013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81000432.000000 Penalty: 85805.187500
Iteration 361Q: 44 clusters Score -8.100043e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27362 members 
Mstep: Class 4 contains 34985 members 
Mstep: Class 5 contains 50277 members 
Mstep: Class 6 contains 24127 members 
Mstep: Class 7 contains 18134 members 
Mstep: Class 8 contains 8899 members 
Mstep: Class 9 contains 72473 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 47983 members 
Mstep: Class 13 contains 34453 members 
Mstep: Class 14 contains 3272 members 
Mstep: Class 15 contains 5674 members 
Mstep: Class 16 contains 17817 members 
Mstep: Class 17 contains 10365 members 
Mstep: Class 18 contains 30296 members 
Mstep: Class 19 contains 16230 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1374 members 
Mstep: Class 22 contains 8776 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11972 members 
Mstep: Class 25 contains 6047 members 
Mstep: Class 26 contains 41073 members 
Mstep: Class 27 contains 22498 members 
Mstep: Class 28 contains 5188 members 
Mstep: Class 29 contains 4582 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10943 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35617 members 
Mstep: Class 38 contains 60470 members 
Mstep: Class 39 contains 5786 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10179 members 
Mstep: Class 43 contains 4013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81000352.000000 Penalty: 85805.187500
Iteration 362Q: 44 clusters Score -8.100035e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27349 members 
Mstep: Class 4 contains 34985 members 
Mstep: Class 5 contains 50273 members 
Mstep: Class 6 contains 24127 members 
Mstep: Class 7 contains 18131 members 
Mstep: Class 8 contains 8899 members 
Mstep: Class 9 contains 72485 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 47992 members 
Mstep: Class 13 contains 34454 members 
Mstep: Class 14 contains 3273 members 
Mstep: Class 15 contains 5674 members 
Mstep: Class 16 contains 17817 members 
Mstep: Class 17 contains 10366 members 
Mstep: Class 18 contains 30297 members 
Mstep: Class 19 contains 16230 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1374 members 
Mstep: Class 22 contains 8776 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11972 members 
Mstep: Class 25 contains 6047 members 
Mstep: Class 26 contains 41071 members 
Mstep: Class 27 contains 22498 members 
Mstep: Class 28 contains 5188 members 
Mstep: Class 29 contains 4582 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10943 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35618 members 
Mstep: Class 38 contains 60470 members 
Mstep: Class 39 contains 5782 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10179 members 
Mstep: Class 43 contains 4013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81000384.000000 Penalty: 85805.187500
Iteration 363Q: 44 clusters Score -8.100038e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27336 members 
Mstep: Class 4 contains 34985 members 
Mstep: Class 5 contains 50262 members 
Mstep: Class 6 contains 24127 members 
Mstep: Class 7 contains 18130 members 
Mstep: Class 8 contains 8899 members 
Mstep: Class 9 contains 72496 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 47997 members 
Mstep: Class 13 contains 34455 members 
Mstep: Class 14 contains 3273 members 
Mstep: Class 15 contains 5674 members 
Mstep: Class 16 contains 17818 members 
Mstep: Class 17 contains 10365 members 
Mstep: Class 18 contains 30298 members 
Mstep: Class 19 contains 16230 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1374 members 
Mstep: Class 22 contains 8776 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11972 members 
Mstep: Class 25 contains 6047 members 
Mstep: Class 26 contains 41073 members 
Mstep: Class 27 contains 22498 members 
Mstep: Class 28 contains 5188 members 
Mstep: Class 29 contains 4582 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10943 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35618 members 
Mstep: Class 38 contains 60476 members 
Mstep: Class 39 contains 5780 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10179 members 
Mstep: Class 43 contains 4014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81000344.000000 Penalty: 85805.187500
Iteration 364Q: 44 clusters Score -8.100034e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27331 members 
Mstep: Class 4 contains 34985 members 
Mstep: Class 5 contains 50247 members 
Mstep: Class 6 contains 24128 members 
Mstep: Class 7 contains 18130 members 
Mstep: Class 8 contains 8898 members 
Mstep: Class 9 contains 72510 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48002 members 
Mstep: Class 13 contains 34455 members 
Mstep: Class 14 contains 3273 members 
Mstep: Class 15 contains 5675 members 
Mstep: Class 16 contains 17818 members 
Mstep: Class 17 contains 10365 members 
Mstep: Class 18 contains 30297 members 
Mstep: Class 19 contains 16230 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1374 members 
Mstep: Class 22 contains 8776 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11973 members 
Mstep: Class 25 contains 6047 members 
Mstep: Class 26 contains 41075 members 
Mstep: Class 27 contains 22498 members 
Mstep: Class 28 contains 5188 members 
Mstep: Class 29 contains 4582 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10943 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35618 members 
Mstep: Class 38 contains 60480 members 
Mstep: Class 39 contains 5773 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10179 members 
Mstep: Class 43 contains 4015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81000360.000000 Penalty: 85805.187500
Iteration 365Q: 44 clusters Score -8.100036e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27324 members 
Mstep: Class 4 contains 34985 members 
Mstep: Class 5 contains 50232 members 
Mstep: Class 6 contains 24128 members 
Mstep: Class 7 contains 18130 members 
Mstep: Class 8 contains 8896 members 
Mstep: Class 9 contains 72529 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48002 members 
Mstep: Class 13 contains 34455 members 
Mstep: Class 14 contains 3273 members 
Mstep: Class 15 contains 5675 members 
Mstep: Class 16 contains 17819 members 
Mstep: Class 17 contains 10365 members 
Mstep: Class 18 contains 30296 members 
Mstep: Class 19 contains 16230 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1375 members 
Mstep: Class 22 contains 8776 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11975 members 
Mstep: Class 25 contains 6047 members 
Mstep: Class 26 contains 41076 members 
Mstep: Class 27 contains 22498 members 
Mstep: Class 28 contains 5188 members 
Mstep: Class 29 contains 4582 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10943 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35618 members 
Mstep: Class 38 contains 60485 members 
Mstep: Class 39 contains 5768 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10179 members 
Mstep: Class 43 contains 4016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81000296.000000 Penalty: 85805.187500
Iteration 366Q: 44 clusters Score -8.10003e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27319 members 
Mstep: Class 4 contains 34985 members 
Mstep: Class 5 contains 50231 members 
Mstep: Class 6 contains 24127 members 
Mstep: Class 7 contains 18127 members 
Mstep: Class 8 contains 8895 members 
Mstep: Class 9 contains 72541 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48005 members 
Mstep: Class 13 contains 34456 members 
Mstep: Class 14 contains 3273 members 
Mstep: Class 15 contains 5675 members 
Mstep: Class 16 contains 17819 members 
Mstep: Class 17 contains 10365 members 
Mstep: Class 18 contains 30294 members 
Mstep: Class 19 contains 16230 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1375 members 
Mstep: Class 22 contains 8776 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11978 members 
Mstep: Class 25 contains 6047 members 
Mstep: Class 26 contains 41076 members 
Mstep: Class 27 contains 22498 members 
Mstep: Class 28 contains 5188 members 
Mstep: Class 29 contains 4582 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10944 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35618 members 
Mstep: Class 38 contains 60480 members 
Mstep: Class 39 contains 5767 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10178 members 
Mstep: Class 43 contains 4016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81000320.000000 Penalty: 85805.187500
Iteration 367Q: 44 clusters Score -8.100032e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27314 members 
Mstep: Class 4 contains 34985 members 
Mstep: Class 5 contains 50228 members 
Mstep: Class 6 contains 24127 members 
Mstep: Class 7 contains 18126 members 
Mstep: Class 8 contains 8895 members 
Mstep: Class 9 contains 72552 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48007 members 
Mstep: Class 13 contains 34456 members 
Mstep: Class 14 contains 3273 members 
Mstep: Class 15 contains 5675 members 
Mstep: Class 16 contains 17819 members 
Mstep: Class 17 contains 10365 members 
Mstep: Class 18 contains 30291 members 
Mstep: Class 19 contains 16230 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1375 members 
Mstep: Class 22 contains 8776 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11979 members 
Mstep: Class 25 contains 6047 members 
Mstep: Class 26 contains 41074 members 
Mstep: Class 27 contains 22498 members 
Mstep: Class 28 contains 5188 members 
Mstep: Class 29 contains 4582 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10944 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35617 members 
Mstep: Class 38 contains 60479 members 
Mstep: Class 39 contains 5767 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10178 members 
Mstep: Class 43 contains 4017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81000360.000000 Penalty: 85805.187500
Iteration 368Q: 44 clusters Score -8.100036e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27308 members 
Mstep: Class 4 contains 34985 members 
Mstep: Class 5 contains 50232 members 
Mstep: Class 6 contains 24127 members 
Mstep: Class 7 contains 18129 members 
Mstep: Class 8 contains 8895 members 
Mstep: Class 9 contains 72555 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48007 members 
Mstep: Class 13 contains 34457 members 
Mstep: Class 14 contains 3273 members 
Mstep: Class 15 contains 5675 members 
Mstep: Class 16 contains 17819 members 
Mstep: Class 17 contains 10365 members 
Mstep: Class 18 contains 30291 members 
Mstep: Class 19 contains 16230 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1375 members 
Mstep: Class 22 contains 8776 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11979 members 
Mstep: Class 25 contains 6046 members 
Mstep: Class 26 contains 41074 members 
Mstep: Class 27 contains 22498 members 
Mstep: Class 28 contains 5188 members 
Mstep: Class 29 contains 4582 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10944 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35617 members 
Mstep: Class 38 contains 60473 members 
Mstep: Class 39 contains 5768 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10178 members 
Mstep: Class 43 contains 4018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81000360.000000 Penalty: 85805.187500
Iteration 369Q: 44 clusters Score -8.100036e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27300 members 
Mstep: Class 4 contains 34985 members 
Mstep: Class 5 contains 50240 members 
Mstep: Class 6 contains 24127 members 
Mstep: Class 7 contains 18128 members 
Mstep: Class 8 contains 8895 members 
Mstep: Class 9 contains 72558 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48012 members 
Mstep: Class 13 contains 34458 members 
Mstep: Class 14 contains 3273 members 
Mstep: Class 15 contains 5675 members 
Mstep: Class 16 contains 17818 members 
Mstep: Class 17 contains 10366 members 
Mstep: Class 18 contains 30290 members 
Mstep: Class 19 contains 16230 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1375 members 
Mstep: Class 22 contains 8776 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11979 members 
Mstep: Class 25 contains 6046 members 
Mstep: Class 26 contains 41074 members 
Mstep: Class 27 contains 22498 members 
Mstep: Class 28 contains 5188 members 
Mstep: Class 29 contains 4583 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10944 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35617 members 
Mstep: Class 38 contains 60464 members 
Mstep: Class 39 contains 5768 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10178 members 
Mstep: Class 43 contains 4019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81000264.000000 Penalty: 85805.187500
Iteration 370Q: 44 clusters Score -8.100026e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27293 members 
Mstep: Class 4 contains 34985 members 
Mstep: Class 5 contains 50243 members 
Mstep: Class 6 contains 24127 members 
Mstep: Class 7 contains 18127 members 
Mstep: Class 8 contains 8894 members 
Mstep: Class 9 contains 72572 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48015 members 
Mstep: Class 13 contains 34458 members 
Mstep: Class 14 contains 3273 members 
Mstep: Class 15 contains 5675 members 
Mstep: Class 16 contains 17817 members 
Mstep: Class 17 contains 10366 members 
Mstep: Class 18 contains 30289 members 
Mstep: Class 19 contains 16230 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1375 members 
Mstep: Class 22 contains 8776 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11979 members 
Mstep: Class 25 contains 6046 members 
Mstep: Class 26 contains 41073 members 
Mstep: Class 27 contains 22498 members 
Mstep: Class 28 contains 5188 members 
Mstep: Class 29 contains 4584 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10944 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35618 members 
Mstep: Class 38 contains 60454 members 
Mstep: Class 39 contains 5767 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10178 members 
Mstep: Class 43 contains 4020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81000256.000000 Penalty: 85805.187500
Iteration 371Q: 44 clusters Score -8.100026e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27279 members 
Mstep: Class 4 contains 34986 members 
Mstep: Class 5 contains 50247 members 
Mstep: Class 6 contains 24127 members 
Mstep: Class 7 contains 18128 members 
Mstep: Class 8 contains 8894 members 
Mstep: Class 9 contains 72583 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48020 members 
Mstep: Class 13 contains 34459 members 
Mstep: Class 14 contains 3273 members 
Mstep: Class 15 contains 5676 members 
Mstep: Class 16 contains 17817 members 
Mstep: Class 17 contains 10366 members 
Mstep: Class 18 contains 30290 members 
Mstep: Class 19 contains 16230 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1375 members 
Mstep: Class 22 contains 8776 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11980 members 
Mstep: Class 25 contains 6047 members 
Mstep: Class 26 contains 41073 members 
Mstep: Class 27 contains 22498 members 
Mstep: Class 28 contains 5188 members 
Mstep: Class 29 contains 4584 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10944 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35618 members 
Mstep: Class 38 contains 60442 members 
Mstep: Class 39 contains 5766 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10178 members 
Mstep: Class 43 contains 4020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81000272.000000 Penalty: 85805.187500
Iteration 372Q: 44 clusters Score -8.100027e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27272 members 
Mstep: Class 4 contains 34987 members 
Mstep: Class 5 contains 50248 members 
Mstep: Class 6 contains 24127 members 
Mstep: Class 7 contains 18131 members 
Mstep: Class 8 contains 8894 members 
Mstep: Class 9 contains 72590 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48017 members 
Mstep: Class 13 contains 34458 members 
Mstep: Class 14 contains 3273 members 
Mstep: Class 15 contains 5677 members 
Mstep: Class 16 contains 17817 members 
Mstep: Class 17 contains 10366 members 
Mstep: Class 18 contains 30290 members 
Mstep: Class 19 contains 16230 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1375 members 
Mstep: Class 22 contains 8776 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11980 members 
Mstep: Class 25 contains 6047 members 
Mstep: Class 26 contains 41076 members 
Mstep: Class 27 contains 22498 members 
Mstep: Class 28 contains 5187 members 
Mstep: Class 29 contains 4584 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10944 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35617 members 
Mstep: Class 38 contains 60440 members 
Mstep: Class 39 contains 5765 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10178 members 
Mstep: Class 43 contains 4020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81000320.000000 Penalty: 85805.187500
Iteration 373Q: 44 clusters Score -8.100032e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27262 members 
Mstep: Class 4 contains 34987 members 
Mstep: Class 5 contains 50244 members 
Mstep: Class 6 contains 24127 members 
Mstep: Class 7 contains 18136 members 
Mstep: Class 8 contains 8893 members 
Mstep: Class 9 contains 72601 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48011 members 
Mstep: Class 13 contains 34457 members 
Mstep: Class 14 contains 3273 members 
Mstep: Class 15 contains 5678 members 
Mstep: Class 16 contains 17817 members 
Mstep: Class 17 contains 10366 members 
Mstep: Class 18 contains 30289 members 
Mstep: Class 19 contains 16230 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1375 members 
Mstep: Class 22 contains 8777 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11980 members 
Mstep: Class 25 contains 6047 members 
Mstep: Class 26 contains 41078 members 
Mstep: Class 27 contains 22498 members 
Mstep: Class 28 contains 5188 members 
Mstep: Class 29 contains 4584 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10944 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35617 members 
Mstep: Class 38 contains 60441 members 
Mstep: Class 39 contains 5765 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10178 members 
Mstep: Class 43 contains 4021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81000280.000000 Penalty: 85805.187500
Iteration 374Q: 44 clusters Score -8.100028e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27255 members 
Mstep: Class 4 contains 34987 members 
Mstep: Class 5 contains 50240 members 
Mstep: Class 6 contains 24127 members 
Mstep: Class 7 contains 18137 members 
Mstep: Class 8 contains 8893 members 
Mstep: Class 9 contains 72607 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48013 members 
Mstep: Class 13 contains 34456 members 
Mstep: Class 14 contains 3273 members 
Mstep: Class 15 contains 5680 members 
Mstep: Class 16 contains 17817 members 
Mstep: Class 17 contains 10366 members 
Mstep: Class 18 contains 30290 members 
Mstep: Class 19 contains 16230 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1375 members 
Mstep: Class 22 contains 8777 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11980 members 
Mstep: Class 25 contains 6047 members 
Mstep: Class 26 contains 41073 members 
Mstep: Class 27 contains 22498 members 
Mstep: Class 28 contains 5188 members 
Mstep: Class 29 contains 4585 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10944 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35617 members 
Mstep: Class 38 contains 60443 members 
Mstep: Class 39 contains 5766 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10178 members 
Mstep: Class 43 contains 4022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81000256.000000 Penalty: 85805.187500
Iteration 375Q: 44 clusters Score -8.100026e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27250 members 
Mstep: Class 4 contains 34987 members 
Mstep: Class 5 contains 50234 members 
Mstep: Class 6 contains 24127 members 
Mstep: Class 7 contains 18139 members 
Mstep: Class 8 contains 8893 members 
Mstep: Class 9 contains 72610 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48014 members 
Mstep: Class 13 contains 34456 members 
Mstep: Class 14 contains 3273 members 
Mstep: Class 15 contains 5680 members 
Mstep: Class 16 contains 17818 members 
Mstep: Class 17 contains 10365 members 
Mstep: Class 18 contains 30291 members 
Mstep: Class 19 contains 16230 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1375 members 
Mstep: Class 22 contains 8777 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11980 members 
Mstep: Class 25 contains 6047 members 
Mstep: Class 26 contains 41072 members 
Mstep: Class 27 contains 22498 members 
Mstep: Class 28 contains 5188 members 
Mstep: Class 29 contains 4586 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10944 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35617 members 
Mstep: Class 38 contains 60444 members 
Mstep: Class 39 contains 5767 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10178 members 
Mstep: Class 43 contains 4024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81000280.000000 Penalty: 85805.187500
Iteration 376Q: 44 clusters Score -8.100028e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27246 members 
Mstep: Class 4 contains 34987 members 
Mstep: Class 5 contains 50239 members 
Mstep: Class 6 contains 24127 members 
Mstep: Class 7 contains 18142 members 
Mstep: Class 8 contains 8893 members 
Mstep: Class 9 contains 72613 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48010 members 
Mstep: Class 13 contains 34456 members 
Mstep: Class 14 contains 3273 members 
Mstep: Class 15 contains 5680 members 
Mstep: Class 16 contains 17818 members 
Mstep: Class 17 contains 10364 members 
Mstep: Class 18 contains 30292 members 
Mstep: Class 19 contains 16230 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1375 members 
Mstep: Class 22 contains 8777 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11980 members 
Mstep: Class 25 contains 6047 members 
Mstep: Class 26 contains 41069 members 
Mstep: Class 27 contains 22498 members 
Mstep: Class 28 contains 5188 members 
Mstep: Class 29 contains 4587 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10944 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35617 members 
Mstep: Class 38 contains 60439 members 
Mstep: Class 39 contains 5769 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10178 members 
Mstep: Class 43 contains 4026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81000208.000000 Penalty: 85805.187500
Iteration 377Q: 44 clusters Score -8.100021e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27242 members 
Mstep: Class 4 contains 34987 members 
Mstep: Class 5 contains 50248 members 
Mstep: Class 6 contains 24128 members 
Mstep: Class 7 contains 18143 members 
Mstep: Class 8 contains 8893 members 
Mstep: Class 9 contains 72610 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48020 members 
Mstep: Class 13 contains 34456 members 
Mstep: Class 14 contains 3273 members 
Mstep: Class 15 contains 5680 members 
Mstep: Class 16 contains 17818 members 
Mstep: Class 17 contains 10364 members 
Mstep: Class 18 contains 30292 members 
Mstep: Class 19 contains 16230 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1375 members 
Mstep: Class 22 contains 8777 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11980 members 
Mstep: Class 25 contains 6046 members 
Mstep: Class 26 contains 41067 members 
Mstep: Class 27 contains 22498 members 
Mstep: Class 28 contains 5188 members 
Mstep: Class 29 contains 4587 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10944 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35617 members 
Mstep: Class 38 contains 60426 members 
Mstep: Class 39 contains 5768 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10178 members 
Mstep: Class 43 contains 4029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81000256.000000 Penalty: 85805.187500
Iteration 378Q: 44 clusters Score -8.100026e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27236 members 
Mstep: Class 4 contains 34987 members 
Mstep: Class 5 contains 50252 members 
Mstep: Class 6 contains 24128 members 
Mstep: Class 7 contains 18143 members 
Mstep: Class 8 contains 8895 members 
Mstep: Class 9 contains 72610 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48020 members 
Mstep: Class 13 contains 34456 members 
Mstep: Class 14 contains 3273 members 
Mstep: Class 15 contains 5680 members 
Mstep: Class 16 contains 17818 members 
Mstep: Class 17 contains 10364 members 
Mstep: Class 18 contains 30292 members 
Mstep: Class 19 contains 16230 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1375 members 
Mstep: Class 22 contains 8777 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11981 members 
Mstep: Class 25 contains 6046 members 
Mstep: Class 26 contains 41068 members 
Mstep: Class 27 contains 22498 members 
Mstep: Class 28 contains 5188 members 
Mstep: Class 29 contains 4587 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10944 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35617 members 
Mstep: Class 38 contains 60424 members 
Mstep: Class 39 contains 5768 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10178 members 
Mstep: Class 43 contains 4028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81000296.000000 Penalty: 85805.187500
Iteration 379Q: 44 clusters Score -8.10003e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27231 members 
Mstep: Class 4 contains 34987 members 
Mstep: Class 5 contains 50247 members 
Mstep: Class 6 contains 24129 members 
Mstep: Class 7 contains 18147 members 
Mstep: Class 8 contains 8895 members 
Mstep: Class 9 contains 72609 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48025 members 
Mstep: Class 13 contains 34458 members 
Mstep: Class 14 contains 3273 members 
Mstep: Class 15 contains 5680 members 
Mstep: Class 16 contains 17818 members 
Mstep: Class 17 contains 10364 members 
Mstep: Class 18 contains 30291 members 
Mstep: Class 19 contains 16230 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1375 members 
Mstep: Class 22 contains 8777 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11981 members 
Mstep: Class 25 contains 6047 members 
Mstep: Class 26 contains 41069 members 
Mstep: Class 27 contains 22498 members 
Mstep: Class 28 contains 5188 members 
Mstep: Class 29 contains 4587 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10944 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35617 members 
Mstep: Class 38 contains 60422 members 
Mstep: Class 39 contains 5768 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10178 members 
Mstep: Class 43 contains 4028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81000264.000000 Penalty: 85805.187500
Iteration 380F: 44 clusters Score -8.100026e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27224 members 
Mstep: Class 4 contains 34987 members 
Mstep: Class 5 contains 50249 members 
Mstep: Class 6 contains 24129 members 
Mstep: Class 7 contains 18149 members 
Mstep: Class 8 contains 8895 members 
Mstep: Class 9 contains 72612 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48032 members 
Mstep: Class 13 contains 34458 members 
Mstep: Class 14 contains 3273 members 
Mstep: Class 15 contains 5680 members 
Mstep: Class 16 contains 17818 members 
Mstep: Class 17 contains 10364 members 
Mstep: Class 18 contains 30290 members 
Mstep: Class 19 contains 16230 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1375 members 
Mstep: Class 22 contains 8777 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11981 members 
Mstep: Class 25 contains 6047 members 
Mstep: Class 26 contains 41071 members 
Mstep: Class 27 contains 22498 members 
Mstep: Class 28 contains 5188 members 
Mstep: Class 29 contains 4587 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10944 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35617 members 
Mstep: Class 38 contains 60414 members 
Mstep: Class 39 contains 5768 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10178 members 
Mstep: Class 43 contains 4028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81000224.000000 Penalty: 85805.187500
Iteration 381Q: 44 clusters Score -8.100022e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27223 members 
Mstep: Class 4 contains 34987 members 
Mstep: Class 5 contains 50250 members 
Mstep: Class 6 contains 24129 members 
Mstep: Class 7 contains 18151 members 
Mstep: Class 8 contains 8895 members 
Mstep: Class 9 contains 72607 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48040 members 
Mstep: Class 13 contains 34458 members 
Mstep: Class 14 contains 3273 members 
Mstep: Class 15 contains 5680 members 
Mstep: Class 16 contains 17818 members 
Mstep: Class 17 contains 10364 members 
Mstep: Class 18 contains 30290 members 
Mstep: Class 19 contains 16230 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1375 members 
Mstep: Class 22 contains 8777 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11981 members 
Mstep: Class 25 contains 6047 members 
Mstep: Class 26 contains 41074 members 
Mstep: Class 27 contains 22498 members 
Mstep: Class 28 contains 5188 members 
Mstep: Class 29 contains 4587 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10944 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35617 members 
Mstep: Class 38 contains 60406 members 
Mstep: Class 39 contains 5768 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10178 members 
Mstep: Class 43 contains 4028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81000200.000000 Penalty: 85805.187500
Iteration 382Q: 44 clusters Score -8.10002e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27219 members 
Mstep: Class 4 contains 34987 members 
Mstep: Class 5 contains 50255 members 
Mstep: Class 6 contains 24129 members 
Mstep: Class 7 contains 18150 members 
Mstep: Class 8 contains 8895 members 
Mstep: Class 9 contains 72605 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48047 members 
Mstep: Class 13 contains 34456 members 
Mstep: Class 14 contains 3273 members 
Mstep: Class 15 contains 5680 members 
Mstep: Class 16 contains 17818 members 
Mstep: Class 17 contains 10364 members 
Mstep: Class 18 contains 30289 members 
Mstep: Class 19 contains 16230 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1375 members 
Mstep: Class 22 contains 8777 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11981 members 
Mstep: Class 25 contains 6047 members 
Mstep: Class 26 contains 41077 members 
Mstep: Class 27 contains 22498 members 
Mstep: Class 28 contains 5188 members 
Mstep: Class 29 contains 4587 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10944 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35617 members 
Mstep: Class 38 contains 60401 members 
Mstep: Class 39 contains 5768 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10178 members 
Mstep: Class 43 contains 4028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81000136.000000 Penalty: 85805.187500
Iteration 383Q: 44 clusters Score -8.100014e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27218 members 
Mstep: Class 4 contains 34987 members 
Mstep: Class 5 contains 50254 members 
Mstep: Class 6 contains 24129 members 
Mstep: Class 7 contains 18151 members 
Mstep: Class 8 contains 8895 members 
Mstep: Class 9 contains 72603 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48059 members 
Mstep: Class 13 contains 34455 members 
Mstep: Class 14 contains 3273 members 
Mstep: Class 15 contains 5680 members 
Mstep: Class 16 contains 17818 members 
Mstep: Class 17 contains 10364 members 
Mstep: Class 18 contains 30288 members 
Mstep: Class 19 contains 16230 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1375 members 
Mstep: Class 22 contains 8776 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11981 members 
Mstep: Class 25 contains 6047 members 
Mstep: Class 26 contains 41077 members 
Mstep: Class 27 contains 22498 members 
Mstep: Class 28 contains 5188 members 
Mstep: Class 29 contains 4587 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10944 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35616 members 
Mstep: Class 38 contains 60396 members 
Mstep: Class 39 contains 5768 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10178 members 
Mstep: Class 43 contains 4028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81000120.000000 Penalty: 85805.187500
Iteration 384Q: 44 clusters Score -8.100012e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27216 members 
Mstep: Class 4 contains 34987 members 
Mstep: Class 5 contains 50249 members 
Mstep: Class 6 contains 24129 members 
Mstep: Class 7 contains 18150 members 
Mstep: Class 8 contains 8895 members 
Mstep: Class 9 contains 72607 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48064 members 
Mstep: Class 13 contains 34457 members 
Mstep: Class 14 contains 3273 members 
Mstep: Class 15 contains 5679 members 
Mstep: Class 16 contains 17818 members 
Mstep: Class 17 contains 10364 members 
Mstep: Class 18 contains 30288 members 
Mstep: Class 19 contains 16230 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1376 members 
Mstep: Class 22 contains 8776 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11981 members 
Mstep: Class 25 contains 6047 members 
Mstep: Class 26 contains 41077 members 
Mstep: Class 27 contains 22498 members 
Mstep: Class 28 contains 5188 members 
Mstep: Class 29 contains 4587 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10944 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35615 members 
Mstep: Class 38 contains 60395 members 
Mstep: Class 39 contains 5768 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10178 members 
Mstep: Class 43 contains 4027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81000056.000000 Penalty: 85805.187500
Iteration 385Q: 44 clusters Score -8.100006e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27208 members 
Mstep: Class 4 contains 34987 members 
Mstep: Class 5 contains 50249 members 
Mstep: Class 6 contains 24130 members 
Mstep: Class 7 contains 18150 members 
Mstep: Class 8 contains 8896 members 
Mstep: Class 9 contains 72607 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48078 members 
Mstep: Class 13 contains 34458 members 
Mstep: Class 14 contains 3273 members 
Mstep: Class 15 contains 5680 members 
Mstep: Class 16 contains 17818 members 
Mstep: Class 17 contains 10364 members 
Mstep: Class 18 contains 30287 members 
Mstep: Class 19 contains 16230 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1376 members 
Mstep: Class 22 contains 8776 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11981 members 
Mstep: Class 25 contains 6047 members 
Mstep: Class 26 contains 41076 members 
Mstep: Class 27 contains 22498 members 
Mstep: Class 28 contains 5187 members 
Mstep: Class 29 contains 4587 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10945 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35615 members 
Mstep: Class 38 contains 60389 members 
Mstep: Class 39 contains 5767 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10178 members 
Mstep: Class 43 contains 4026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81000080.000000 Penalty: 85805.187500
Iteration 386Q: 44 clusters Score -8.100008e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27202 members 
Mstep: Class 4 contains 34987 members 
Mstep: Class 5 contains 50251 members 
Mstep: Class 6 contains 24129 members 
Mstep: Class 7 contains 18160 members 
Mstep: Class 8 contains 8896 members 
Mstep: Class 9 contains 72606 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48083 members 
Mstep: Class 13 contains 34458 members 
Mstep: Class 14 contains 3273 members 
Mstep: Class 15 contains 5680 members 
Mstep: Class 16 contains 17818 members 
Mstep: Class 17 contains 10363 members 
Mstep: Class 18 contains 30287 members 
Mstep: Class 19 contains 16230 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1376 members 
Mstep: Class 22 contains 8776 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11981 members 
Mstep: Class 25 contains 6047 members 
Mstep: Class 26 contains 41073 members 
Mstep: Class 27 contains 22498 members 
Mstep: Class 28 contains 5187 members 
Mstep: Class 29 contains 4587 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10947 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35615 members 
Mstep: Class 38 contains 60382 members 
Mstep: Class 39 contains 5767 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10178 members 
Mstep: Class 43 contains 4026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81000000.000000 Penalty: 85805.187500
Iteration 387Q: 44 clusters Score -8.1e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27199 members 
Mstep: Class 4 contains 34988 members 
Mstep: Class 5 contains 50259 members 
Mstep: Class 6 contains 24129 members 
Mstep: Class 7 contains 18163 members 
Mstep: Class 8 contains 8896 members 
Mstep: Class 9 contains 72603 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48086 members 
Mstep: Class 13 contains 34458 members 
Mstep: Class 14 contains 3273 members 
Mstep: Class 15 contains 5680 members 
Mstep: Class 16 contains 17818 members 
Mstep: Class 17 contains 10363 members 
Mstep: Class 18 contains 30287 members 
Mstep: Class 19 contains 16230 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1376 members 
Mstep: Class 22 contains 8776 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11983 members 
Mstep: Class 25 contains 6046 members 
Mstep: Class 26 contains 41071 members 
Mstep: Class 27 contains 22498 members 
Mstep: Class 28 contains 5187 members 
Mstep: Class 29 contains 4587 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10947 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35615 members 
Mstep: Class 38 contains 60374 members 
Mstep: Class 39 contains 5767 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10178 members 
Mstep: Class 43 contains 4026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81000016.000000 Penalty: 85805.187500
Iteration 388Q: 44 clusters Score -8.100002e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27194 members 
Mstep: Class 4 contains 34988 members 
Mstep: Class 5 contains 50261 members 
Mstep: Class 6 contains 24129 members 
Mstep: Class 7 contains 18168 members 
Mstep: Class 8 contains 8896 members 
Mstep: Class 9 contains 72598 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48094 members 
Mstep: Class 13 contains 34458 members 
Mstep: Class 14 contains 3273 members 
Mstep: Class 15 contains 5680 members 
Mstep: Class 16 contains 17818 members 
Mstep: Class 17 contains 10363 members 
Mstep: Class 18 contains 30286 members 
Mstep: Class 19 contains 16231 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1377 members 
Mstep: Class 22 contains 8776 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11984 members 
Mstep: Class 25 contains 6045 members 
Mstep: Class 26 contains 41070 members 
Mstep: Class 27 contains 22498 members 
Mstep: Class 28 contains 5187 members 
Mstep: Class 29 contains 4587 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10947 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35615 members 
Mstep: Class 38 contains 60368 members 
Mstep: Class 39 contains 5767 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10178 members 
Mstep: Class 43 contains 4027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81000104.000000 Penalty: 85805.187500
Iteration 389Q: 44 clusters Score -8.10001e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27188 members 
Mstep: Class 4 contains 34988 members 
Mstep: Class 5 contains 50268 members 
Mstep: Class 6 contains 24129 members 
Mstep: Class 7 contains 18173 members 
Mstep: Class 8 contains 8896 members 
Mstep: Class 9 contains 72594 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48104 members 
Mstep: Class 13 contains 34458 members 
Mstep: Class 14 contains 3273 members 
Mstep: Class 15 contains 5680 members 
Mstep: Class 16 contains 17818 members 
Mstep: Class 17 contains 10363 members 
Mstep: Class 18 contains 30284 members 
Mstep: Class 19 contains 16232 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1378 members 
Mstep: Class 22 contains 8776 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11984 members 
Mstep: Class 25 contains 6045 members 
Mstep: Class 26 contains 41068 members 
Mstep: Class 27 contains 22498 members 
Mstep: Class 28 contains 5187 members 
Mstep: Class 29 contains 4587 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10947 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35615 members 
Mstep: Class 38 contains 60357 members 
Mstep: Class 39 contains 5767 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10178 members 
Mstep: Class 43 contains 4028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81000072.000000 Penalty: 85805.187500
Iteration 390Q: 44 clusters Score -8.100007e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27182 members 
Mstep: Class 4 contains 34989 members 
Mstep: Class 5 contains 50277 members 
Mstep: Class 6 contains 24130 members 
Mstep: Class 7 contains 18175 members 
Mstep: Class 8 contains 8895 members 
Mstep: Class 9 contains 72598 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48104 members 
Mstep: Class 13 contains 34458 members 
Mstep: Class 14 contains 3272 members 
Mstep: Class 15 contains 5680 members 
Mstep: Class 16 contains 17819 members 
Mstep: Class 17 contains 10363 members 
Mstep: Class 18 contains 30283 members 
Mstep: Class 19 contains 16233 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1377 members 
Mstep: Class 22 contains 8776 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11985 members 
Mstep: Class 25 contains 6045 members 
Mstep: Class 26 contains 41070 members 
Mstep: Class 27 contains 22498 members 
Mstep: Class 28 contains 5187 members 
Mstep: Class 29 contains 4587 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10947 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35616 members 
Mstep: Class 38 contains 60344 members 
Mstep: Class 39 contains 5766 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10178 members 
Mstep: Class 43 contains 4029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81000080.000000 Penalty: 85805.187500
Iteration 391Q: 44 clusters Score -8.100008e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27174 members 
Mstep: Class 4 contains 34989 members 
Mstep: Class 5 contains 50281 members 
Mstep: Class 6 contains 24132 members 
Mstep: Class 7 contains 18174 members 
Mstep: Class 8 contains 8895 members 
Mstep: Class 9 contains 72600 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48107 members 
Mstep: Class 13 contains 34458 members 
Mstep: Class 14 contains 3272 members 
Mstep: Class 15 contains 5680 members 
Mstep: Class 16 contains 17821 members 
Mstep: Class 17 contains 10363 members 
Mstep: Class 18 contains 30278 members 
Mstep: Class 19 contains 16233 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1378 members 
Mstep: Class 22 contains 8776 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11986 members 
Mstep: Class 25 contains 6045 members 
Mstep: Class 26 contains 41071 members 
Mstep: Class 27 contains 22497 members 
Mstep: Class 28 contains 5187 members 
Mstep: Class 29 contains 4587 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10947 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35616 members 
Mstep: Class 38 contains 60340 members 
Mstep: Class 39 contains 5767 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10178 members 
Mstep: Class 43 contains 4031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81000112.000000 Penalty: 85805.187500
Iteration 392Q: 44 clusters Score -8.100011e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27164 members 
Mstep: Class 4 contains 34991 members 
Mstep: Class 5 contains 50288 members 
Mstep: Class 6 contains 24132 members 
Mstep: Class 7 contains 18175 members 
Mstep: Class 8 contains 8895 members 
Mstep: Class 9 contains 72603 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48114 members 
Mstep: Class 13 contains 34460 members 
Mstep: Class 14 contains 3272 members 
Mstep: Class 15 contains 5680 members 
Mstep: Class 16 contains 17823 members 
Mstep: Class 17 contains 10363 members 
Mstep: Class 18 contains 30274 members 
Mstep: Class 19 contains 16232 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1378 members 
Mstep: Class 22 contains 8776 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11985 members 
Mstep: Class 25 contains 6045 members 
Mstep: Class 26 contains 41071 members 
Mstep: Class 27 contains 22497 members 
Mstep: Class 28 contains 5187 members 
Mstep: Class 29 contains 4587 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10947 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35616 members 
Mstep: Class 38 contains 60330 members 
Mstep: Class 39 contains 5768 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10179 members 
Mstep: Class 43 contains 4031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81000040.000000 Penalty: 85805.187500
Iteration 393Q: 44 clusters Score -8.100004e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27159 members 
Mstep: Class 4 contains 34991 members 
Mstep: Class 5 contains 50297 members 
Mstep: Class 6 contains 24133 members 
Mstep: Class 7 contains 18176 members 
Mstep: Class 8 contains 8895 members 
Mstep: Class 9 contains 72608 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48122 members 
Mstep: Class 13 contains 34457 members 
Mstep: Class 14 contains 3272 members 
Mstep: Class 15 contains 5679 members 
Mstep: Class 16 contains 17824 members 
Mstep: Class 17 contains 10363 members 
Mstep: Class 18 contains 30274 members 
Mstep: Class 19 contains 16232 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1379 members 
Mstep: Class 22 contains 8776 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11985 members 
Mstep: Class 25 contains 6045 members 
Mstep: Class 26 contains 41070 members 
Mstep: Class 27 contains 22497 members 
Mstep: Class 28 contains 5187 members 
Mstep: Class 29 contains 4587 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10947 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35615 members 
Mstep: Class 38 contains 60316 members 
Mstep: Class 39 contains 5767 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10179 members 
Mstep: Class 43 contains 4031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80999984.000000 Penalty: 85805.187500
Iteration 394Q: 44 clusters Score -8.099998e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27152 members 
Mstep: Class 4 contains 34991 members 
Mstep: Class 5 contains 50306 members 
Mstep: Class 6 contains 24133 members 
Mstep: Class 7 contains 18177 members 
Mstep: Class 8 contains 8895 members 
Mstep: Class 9 contains 72617 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48131 members 
Mstep: Class 13 contains 34457 members 
Mstep: Class 14 contains 3272 members 
Mstep: Class 15 contains 5679 members 
Mstep: Class 16 contains 17826 members 
Mstep: Class 17 contains 10363 members 
Mstep: Class 18 contains 30274 members 
Mstep: Class 19 contains 16232 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1379 members 
Mstep: Class 22 contains 8776 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11984 members 
Mstep: Class 25 contains 6043 members 
Mstep: Class 26 contains 41071 members 
Mstep: Class 27 contains 22497 members 
Mstep: Class 28 contains 5186 members 
Mstep: Class 29 contains 4587 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10947 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35616 members 
Mstep: Class 38 contains 60294 members 
Mstep: Class 39 contains 5767 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10179 members 
Mstep: Class 43 contains 4032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80999992.000000 Penalty: 85805.187500
Iteration 395Q: 44 clusters Score -8.099999e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27146 members 
Mstep: Class 4 contains 34991 members 
Mstep: Class 5 contains 50320 members 
Mstep: Class 6 contains 24133 members 
Mstep: Class 7 contains 18174 members 
Mstep: Class 8 contains 8894 members 
Mstep: Class 9 contains 72615 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48138 members 
Mstep: Class 13 contains 34457 members 
Mstep: Class 14 contains 3272 members 
Mstep: Class 15 contains 5679 members 
Mstep: Class 16 contains 17827 members 
Mstep: Class 17 contains 10365 members 
Mstep: Class 18 contains 30275 members 
Mstep: Class 19 contains 16232 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1379 members 
Mstep: Class 22 contains 8776 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11983 members 
Mstep: Class 25 contains 6045 members 
Mstep: Class 26 contains 41073 members 
Mstep: Class 27 contains 22497 members 
Mstep: Class 28 contains 5185 members 
Mstep: Class 29 contains 4587 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10947 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35616 members 
Mstep: Class 38 contains 60278 members 
Mstep: Class 39 contains 5766 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10179 members 
Mstep: Class 43 contains 4034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80999952.000000 Penalty: 85805.187500
Iteration 396Q: 44 clusters Score -8.099995e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27140 members 
Mstep: Class 4 contains 34991 members 
Mstep: Class 5 contains 50343 members 
Mstep: Class 6 contains 24133 members 
Mstep: Class 7 contains 18177 members 
Mstep: Class 8 contains 8894 members 
Mstep: Class 9 contains 72613 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48139 members 
Mstep: Class 13 contains 34455 members 
Mstep: Class 14 contains 3272 members 
Mstep: Class 15 contains 5680 members 
Mstep: Class 16 contains 17828 members 
Mstep: Class 17 contains 10365 members 
Mstep: Class 18 contains 30276 members 
Mstep: Class 19 contains 16232 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1379 members 
Mstep: Class 22 contains 8776 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11983 members 
Mstep: Class 25 contains 6045 members 
Mstep: Class 26 contains 41071 members 
Mstep: Class 27 contains 22497 members 
Mstep: Class 28 contains 5184 members 
Mstep: Class 29 contains 4587 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10947 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35616 members 
Mstep: Class 38 contains 60260 members 
Mstep: Class 39 contains 5766 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10179 members 
Mstep: Class 43 contains 4035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80999912.000000 Penalty: 85805.187500
Iteration 397Q: 44 clusters Score -8.099991e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27139 members 
Mstep: Class 4 contains 34991 members 
Mstep: Class 5 contains 50357 members 
Mstep: Class 6 contains 24133 members 
Mstep: Class 7 contains 18181 members 
Mstep: Class 8 contains 8894 members 
Mstep: Class 9 contains 72617 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48140 members 
Mstep: Class 13 contains 34453 members 
Mstep: Class 14 contains 3271 members 
Mstep: Class 15 contains 5680 members 
Mstep: Class 16 contains 17828 members 
Mstep: Class 17 contains 10365 members 
Mstep: Class 18 contains 30276 members 
Mstep: Class 19 contains 16232 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1379 members 
Mstep: Class 22 contains 8776 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11983 members 
Mstep: Class 25 contains 6045 members 
Mstep: Class 26 contains 41073 members 
Mstep: Class 27 contains 22497 members 
Mstep: Class 28 contains 5184 members 
Mstep: Class 29 contains 4587 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10947 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35616 members 
Mstep: Class 38 contains 60238 members 
Mstep: Class 39 contains 5766 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10179 members 
Mstep: Class 43 contains 4036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80999920.000000 Penalty: 85805.187500
Iteration 398Q: 44 clusters Score -8.099992e+07 nChanged 71
Entering ConstructFrom: 
Score: -80999920.000000 Penalty: 85805.187500
Entering ConstructFrom: 
Trying to split cluster 1 (21722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21722 members 
Entering Unmasked Estep 
Score: -2760668.000000 Penalty: 1485.928955
	Iteration 0F: 2 clusters Score -2760668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -2746352.000000 Penalty: 2971.857910
	Iteration 0F: 3 clusters Score -2746352 nChanged 9760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -2751693.000000 Penalty: 2971.857910
	Iteration 1F: 3 clusters Score -2751693 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -2752174.000000 Penalty: 2971.857910
	Iteration 2F: 3 clusters Score -2752174 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -2752634.250000 Penalty: 2971.857910
	Iteration 3Q: 3 clusters Score -2752634 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -2753108.250000 Penalty: 2971.857910
	Iteration 4Q: 3 clusters Score -2753108 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -2753644.250000 Penalty: 2971.857910
	Iteration 5Q: 3 clusters Score -2753644 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -2754354.250000 Penalty: 2971.857910
	Iteration 6F: 3 clusters Score -2754354 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -2755200.750000 Penalty: 2971.857910
	Iteration 7F: 3 clusters Score -2755201 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -2756199.750000 Penalty: 2971.857910
	Iteration 8F: 3 clusters Score -2756200 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -2757216.750000 Penalty: 2971.857910
	Iteration 9F: 3 clusters Score -2757217 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -2758039.250000 Penalty: 2971.857910
	Iteration 10Q: 3 clusters Score -2758039 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2758621.250000 Penalty: 2971.857910
	Iteration 11Q: 3 clusters Score -2758621 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20943 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2759017.000000 Penalty: 2971.857910
	Iteration 12Q: 3 clusters Score -2759017 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -2759209.250000 Penalty: 2971.857910
	Iteration 13Q: 3 clusters Score -2759209 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2759312.500000 Penalty: 2971.857910
	Iteration 14Q: 3 clusters Score -2759312 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21306 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2759372.500000 Penalty: 2971.857910
	Iteration 15Q: 3 clusters Score -2759372 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2759406.250000 Penalty: 2971.857910
	Iteration 16Q: 3 clusters Score -2759406 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2759424.750000 Penalty: 2971.857910
	Iteration 17Q: 3 clusters Score -2759425 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21365 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2759442.250000 Penalty: 2971.857910
	Iteration 18Q: 3 clusters Score -2759442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2759449.000000 Penalty: 2971.857910
	Iteration 19Q: 3 clusters Score -2759449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21373 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2759449.750000 Penalty: 2971.857910
	Iteration 20F: 3 clusters Score -2759450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2759464.000000 Penalty: 2971.857910
	Iteration 21Q: 3 clusters Score -2759464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2759473.250000 Penalty: 2971.857910
	Iteration 22Q: 3 clusters Score -2759473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21388 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2759476.500000 Penalty: 2971.857910
	Iteration 23Q: 3 clusters Score -2759476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2759484.500000 Penalty: 2971.857910
	Iteration 24Q: 3 clusters Score -2759484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2759496.000000 Penalty: 2971.857910
	Iteration 25Q: 3 clusters Score -2759496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21402 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2759500.500000 Penalty: 2971.857910
	Iteration 26Q: 3 clusters Score -2759500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2759504.250000 Penalty: 2971.857910
	Iteration 27Q: 3 clusters Score -2759504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21405 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2759503.750000 Penalty: 2971.857910
	Iteration 28Q: 3 clusters Score -2759504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2759505.250000 Penalty: 2971.857910
	Iteration 29Q: 3 clusters Score -2759505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2759505.250000 Penalty: 2971.857910
	Iteration 30F: 3 clusters Score -2759505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Entering Unmasked Estep 
Score: -884799.312500 Penalty: 1316.722290
	Iteration 0F: 2 clusters Score -884799.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -879894.187500 Penalty: 2633.444580
	Iteration 0F: 3 clusters Score -879894.2 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -881335.250000 Penalty: 2633.444580
	Iteration 1F: 3 clusters Score -881335.2 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -881570.312500 Penalty: 2633.444580
	Iteration 2F: 3 clusters Score -881570.3 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -881729.125000 Penalty: 2633.444580
	Iteration 3Q: 3 clusters Score -881729.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -881843.125000 Penalty: 2633.444580
	Iteration 4Q: 3 clusters Score -881843.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -881931.250000 Penalty: 2633.444580
	Iteration 5Q: 3 clusters Score -881931.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -882005.625000 Penalty: 2633.444580
	Iteration 6Q: 3 clusters Score -882005.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -882080.562500 Penalty: 2633.444580
	Iteration 7Q: 3 clusters Score -882080.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -882174.125000 Penalty: 2633.444580
	Iteration 8Q: 3 clusters Score -882174.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -882260.250000 Penalty: 2633.444580
	Iteration 9Q: 3 clusters Score -882260.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -882357.500000 Penalty: 2633.444580
	Iteration 10Q: 3 clusters Score -882357.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -882450.250000 Penalty: 2633.444580
	Iteration 11Q: 3 clusters Score -882450.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -882579.125000 Penalty: 2633.444580
	Iteration 12Q: 3 clusters Score -882579.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -882718.125000 Penalty: 2633.444580
	Iteration 13Q: 3 clusters Score -882718.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -882878.375000 Penalty: 2633.444580
	Iteration 14Q: 3 clusters Score -882878.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -883048.250000 Penalty: 2633.444580
	Iteration 15Q: 3 clusters Score -883048.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -883196.375000 Penalty: 2633.444580
	Iteration 16Q: 3 clusters Score -883196.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -883325.875000 Penalty: 2633.444580
	Iteration 17Q: 3 clusters Score -883325.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -883431.937500 Penalty: 2633.444580
	Iteration 18Q: 3 clusters Score -883431.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -883508.875000 Penalty: 2633.444580
	Iteration 19Q: 3 clusters Score -883508.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -883557.187500 Penalty: 2633.444580
	Iteration 20F: 3 clusters Score -883557.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -883595.750000 Penalty: 2633.444580
	Iteration 21Q: 3 clusters Score -883595.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -883630.562500 Penalty: 2633.444580
	Iteration 22Q: 3 clusters Score -883630.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -883650.187500 Penalty: 2633.444580
	Iteration 23Q: 3 clusters Score -883650.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -883668.625000 Penalty: 2633.444580
	Iteration 24Q: 3 clusters Score -883668.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -883687.937500 Penalty: 2633.444580
	Iteration 25Q: 3 clusters Score -883687.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -883700.937500 Penalty: 2633.444580
	Iteration 26Q: 3 clusters Score -883700.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -883709.562500 Penalty: 2633.444580
	Iteration 27Q: 3 clusters Score -883709.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -883719.437500 Penalty: 2633.444580
	Iteration 28Q: 3 clusters Score -883719.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -883728.062500 Penalty: 2633.444580
	Iteration 29Q: 3 clusters Score -883728.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -883736.562500 Penalty: 2633.444580
	Iteration 30Q: 3 clusters Score -883736.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -883741.375000 Penalty: 2633.444580
	Iteration 31Q: 3 clusters Score -883741.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -883743.312500 Penalty: 2633.444580
	Iteration 32Q: 3 clusters Score -883743.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -883746.687500 Penalty: 2633.444580
	Iteration 33Q: 3 clusters Score -883746.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -883748.125000 Penalty: 2633.444580
	Iteration 34Q: 3 clusters Score -883748.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -883749.312500 Penalty: 2633.444580
	Iteration 35Q: 3 clusters Score -883749.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -883749.312500 Penalty: 2633.444580
	Iteration 36F: 3 clusters Score -883749.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (27144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27144 members 
Entering Unmasked Estep 
Score: -3325514.250000 Penalty: 1519.085938
	Iteration 0F: 2 clusters Score -3325514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -3308015.750000 Penalty: 3038.171875
	Iteration 0F: 3 clusters Score -3308016 nChanged 12095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -3314907.000000 Penalty: 3038.171875
	Iteration 1F: 3 clusters Score -3314907 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -3315683.250000 Penalty: 3038.171875
	Iteration 2F: 3 clusters Score -3315683 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -3316582.000000 Penalty: 3038.171875
	Iteration 3F: 3 clusters Score -3316582 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -3317550.250000 Penalty: 3038.171875
	Iteration 4F: 3 clusters Score -3317550 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -3318646.500000 Penalty: 3038.171875
	Iteration 5F: 3 clusters Score -3318646 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -3319820.250000 Penalty: 3038.171875
	Iteration 6F: 3 clusters Score -3319820 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -3320785.500000 Penalty: 3038.171875
	Iteration 7Q: 3 clusters Score -3320786 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -3321527.750000 Penalty: 3038.171875
	Iteration 8Q: 3 clusters Score -3321528 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21174 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -3322058.750000 Penalty: 3038.171875
	Iteration 9Q: 3 clusters Score -3322059 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21488 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -3322395.000000 Penalty: 3038.171875
	Iteration 10Q: 3 clusters Score -3322395 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21778 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -3322618.750000 Penalty: 3038.171875
	Iteration 11Q: 3 clusters Score -3322619 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -3322780.750000 Penalty: 3038.171875
	Iteration 12Q: 3 clusters Score -3322781 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -3322908.500000 Penalty: 3038.171875
	Iteration 13Q: 3 clusters Score -3322908 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -3323032.000000 Penalty: 3038.171875
	Iteration 14Q: 3 clusters Score -3323032 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22675 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -3323128.500000 Penalty: 3038.171875
	Iteration 15Q: 3 clusters Score -3323128 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -3323230.500000 Penalty: 3038.171875
	Iteration 16Q: 3 clusters Score -3323230 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23056 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -3323312.000000 Penalty: 3038.171875
	Iteration 17Q: 3 clusters Score -3323312 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -3323374.750000 Penalty: 3038.171875
	Iteration 18Q: 3 clusters Score -3323375 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23373 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -3323448.500000 Penalty: 3038.171875
	Iteration 19Q: 3 clusters Score -3323448 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23529 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -3323530.250000 Penalty: 3038.171875
	Iteration 20F: 3 clusters Score -3323530 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -3323624.500000 Penalty: 3038.171875
	Iteration 21Q: 3 clusters Score -3323624 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23855 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -3323711.000000 Penalty: 3038.171875
	Iteration 22Q: 3 clusters Score -3323711 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24003 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -3323793.250000 Penalty: 3038.171875
	Iteration 23Q: 3 clusters Score -3323793 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24127 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -3323861.250000 Penalty: 3038.171875
	Iteration 24Q: 3 clusters Score -3323861 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24219 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -3323917.000000 Penalty: 3038.171875
	Iteration 25Q: 3 clusters Score -3323917 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24307 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -3323958.500000 Penalty: 3038.171875
	Iteration 26Q: 3 clusters Score -3323958 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -3323993.250000 Penalty: 3038.171875
	Iteration 27Q: 3 clusters Score -3323993 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24437 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -3324027.000000 Penalty: 3038.171875
	Iteration 28Q: 3 clusters Score -3324027 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24512 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -3324066.000000 Penalty: 3038.171875
	Iteration 29Q: 3 clusters Score -3324066 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24575 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -3324079.750000 Penalty: 3038.171875
	Iteration 30Q: 3 clusters Score -3324080 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24634 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -3324102.000000 Penalty: 3038.171875
	Iteration 31Q: 3 clusters Score -3324102 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24685 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -3324118.250000 Penalty: 3038.171875
	Iteration 32Q: 3 clusters Score -3324118 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24733 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -3324131.750000 Penalty: 3038.171875
	Iteration 33Q: 3 clusters Score -3324132 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24771 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -3324135.000000 Penalty: 3038.171875
	Iteration 34Q: 3 clusters Score -3324135 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24795 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -3324136.000000 Penalty: 3038.171875
	Iteration 35Q: 3 clusters Score -3324136 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -3324140.750000 Penalty: 3038.171875
	Iteration 36Q: 3 clusters Score -3324141 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24849 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -3324155.250000 Penalty: 3038.171875
	Iteration 37Q: 3 clusters Score -3324155 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24880 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -3324165.000000 Penalty: 3038.171875
	Iteration 38Q: 3 clusters Score -3324165 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24913 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -3324185.500000 Penalty: 3038.171875
	Iteration 39Q: 3 clusters Score -3324186 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24950 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -3324200.750000 Penalty: 3038.171875
	Iteration 40F: 3 clusters Score -3324201 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24989 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -3324215.250000 Penalty: 3038.171875
	Iteration 41Q: 3 clusters Score -3324215 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25025 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -3324248.000000 Penalty: 3038.171875
	Iteration 42Q: 3 clusters Score -3324248 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25066 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -3324262.500000 Penalty: 3038.171875
	Iteration 43Q: 3 clusters Score -3324262 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25104 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -3324279.750000 Penalty: 3038.171875
	Iteration 44Q: 3 clusters Score -3324280 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25154 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -3324314.000000 Penalty: 3038.171875
	Iteration 45Q: 3 clusters Score -3324314 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25204 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -3324331.500000 Penalty: 3038.171875
	Iteration 46Q: 3 clusters Score -3324332 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -3324337.250000 Penalty: 3038.171875
	Iteration 47Q: 3 clusters Score -3324337 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25267 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -3324353.000000 Penalty: 3038.171875
	Iteration 48Q: 3 clusters Score -3324353 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25282 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -3324358.250000 Penalty: 3038.171875
	Iteration 49Q: 3 clusters Score -3324358 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25295 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -3324364.250000 Penalty: 3038.171875
	Iteration 50Q: 3 clusters Score -3324364 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25313 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -3324379.500000 Penalty: 3038.171875
	Iteration 51Q: 3 clusters Score -3324380 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25332 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -3324382.750000 Penalty: 3038.171875
	Iteration 52Q: 3 clusters Score -3324383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25340 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -3324383.500000 Penalty: 3038.171875
	Iteration 53Q: 3 clusters Score -3324384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25345 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -3324388.000000 Penalty: 3038.171875
	Iteration 54Q: 3 clusters Score -3324388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25348 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -3324386.250000 Penalty: 3038.171875
	Iteration 55Q: 3 clusters Score -3324386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25354 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -3324388.250000 Penalty: 3038.171875
	Iteration 56Q: 3 clusters Score -3324388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25363 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -3324393.250000 Penalty: 3038.171875
	Iteration 57Q: 3 clusters Score -3324393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25366 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -3324393.500000 Penalty: 3038.171875
	Iteration 58Q: 3 clusters Score -3324394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25369 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -3324396.500000 Penalty: 3038.171875
	Iteration 59Q: 3 clusters Score -3324396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -3324405.000000 Penalty: 3038.171875
	Iteration 60F: 3 clusters Score -3324405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25380 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -3324404.250000 Penalty: 3038.171875
	Iteration 61Q: 3 clusters Score -3324404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25383 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -3324406.750000 Penalty: 3038.171875
	Iteration 62Q: 3 clusters Score -3324407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25384 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -3324403.750000 Penalty: 3038.171875
	Iteration 63Q: 3 clusters Score -3324404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25384 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -3324403.750000 Penalty: 3038.171875
	Iteration 64F: 3 clusters Score -3324404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (34991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34991 members 
Entering Unmasked Estep 
Score: -4397827.500000 Penalty: 1556.871460
	Iteration 0F: 2 clusters Score -4397828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -4375140.500000 Penalty: 3113.742920
	Iteration 0F: 3 clusters Score -4375140 nChanged 15854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -4383878.500000 Penalty: 3113.742920
	Iteration 1F: 3 clusters Score -4383878 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -4384305.500000 Penalty: 3113.742920
	Iteration 2Q: 3 clusters Score -4384306 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -4384652.500000 Penalty: 3113.742920
	Iteration 3Q: 3 clusters Score -4384652 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -4384953.500000 Penalty: 3113.742920
	Iteration 4Q: 3 clusters Score -4384954 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -4385287.500000 Penalty: 3113.742920
	Iteration 5Q: 3 clusters Score -4385288 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -4385565.000000 Penalty: 3113.742920
	Iteration 6Q: 3 clusters Score -4385565 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -4385914.500000 Penalty: 3113.742920
	Iteration 7Q: 3 clusters Score -4385914 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20557 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -4386330.500000 Penalty: 3113.742920
	Iteration 8Q: 3 clusters Score -4386330 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21614 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -4386857.000000 Penalty: 3113.742920
	Iteration 9Q: 3 clusters Score -4386857 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -4387639.500000 Penalty: 3113.742920
	Iteration 10Q: 3 clusters Score -4387640 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24731 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -4388737.000000 Penalty: 3113.742920
	Iteration 11F: 3 clusters Score -4388737 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26777 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -4390178.500000 Penalty: 3113.742920
	Iteration 12F: 3 clusters Score -4390178 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28941 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -4391856.500000 Penalty: 3113.742920
	Iteration 13F: 3 clusters Score -4391856 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30917 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -4393505.500000 Penalty: 3113.742920
	Iteration 14F: 3 clusters Score -4393506 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32431 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -4394730.000000 Penalty: 3113.742920
	Iteration 15Q: 3 clusters Score -4394730 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33389 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -4395480.000000 Penalty: 3113.742920
	Iteration 16Q: 3 clusters Score -4395480 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33951 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -4395941.000000 Penalty: 3113.742920
	Iteration 17Q: 3 clusters Score -4395941 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34245 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -4396207.500000 Penalty: 3113.742920
	Iteration 18Q: 3 clusters Score -4396208 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34397 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -4396365.500000 Penalty: 3113.742920
	Iteration 19Q: 3 clusters Score -4396366 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34472 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -4396437.000000 Penalty: 3113.742920
	Iteration 20F: 3 clusters Score -4396437 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34517 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -4396495.000000 Penalty: 3113.742920
	Iteration 21Q: 3 clusters Score -4396495 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34547 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -4396527.500000 Penalty: 3113.742920
	Iteration 22Q: 3 clusters Score -4396528 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34561 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -4396552.500000 Penalty: 3113.742920
	Iteration 23Q: 3 clusters Score -4396552 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34577 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -4396566.500000 Penalty: 3113.742920
	Iteration 24Q: 3 clusters Score -4396566 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34585 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -4396581.000000 Penalty: 3113.742920
	Iteration 25Q: 3 clusters Score -4396581 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34594 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -4396588.500000 Penalty: 3113.742920
	Iteration 26Q: 3 clusters Score -4396588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34598 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -4396601.500000 Penalty: 3113.742920
	Iteration 27Q: 3 clusters Score -4396602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34605 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -4396609.500000 Penalty: 3113.742920
	Iteration 28Q: 3 clusters Score -4396610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34613 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -4396618.500000 Penalty: 3113.742920
	Iteration 29Q: 3 clusters Score -4396618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34618 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -4396622.000000 Penalty: 3113.742920
	Iteration 30Q: 3 clusters Score -4396622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34621 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -4396629.500000 Penalty: 3113.742920
	Iteration 31Q: 3 clusters Score -4396630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34622 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -4396630.000000 Penalty: 3113.742920
	Iteration 32Q: 3 clusters Score -4396630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34624 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -4396631.000000 Penalty: 3113.742920
	Iteration 33Q: 3 clusters Score -4396631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34628 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -4396637.500000 Penalty: 3113.742920
	Iteration 34Q: 3 clusters Score -4396638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34629 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -4396641.500000 Penalty: 3113.742920
	Iteration 35Q: 3 clusters Score -4396642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34632 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -4396644.500000 Penalty: 3113.742920
	Iteration 36Q: 3 clusters Score -4396644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34636 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4396650.500000 Penalty: 3113.742920
	Iteration 37Q: 3 clusters Score -4396650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34635 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -4396651.000000 Penalty: 3113.742920
	Iteration 38Q: 3 clusters Score -4396651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34636 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4396656.500000 Penalty: 3113.742920
	Iteration 39Q: 3 clusters Score -4396656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34638 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -4396656.000000 Penalty: 3113.742920
	Iteration 40F: 3 clusters Score -4396656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34640 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -4396653.000000 Penalty: 3113.742920
	Iteration 41Q: 3 clusters Score -4396653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34642 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -4396658.500000 Penalty: 3113.742920
	Iteration 42Q: 3 clusters Score -4396658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34643 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -4396656.500000 Penalty: 3113.742920
	Iteration 43Q: 3 clusters Score -4396656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34644 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -4396658.000000 Penalty: 3113.742920
	Iteration 44Q: 3 clusters Score -4396658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34645 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -4396657.500000 Penalty: 3113.742920
	Iteration 45Q: 3 clusters Score -4396658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34645 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -4396657.500000 Penalty: 3113.742920
	Iteration 46F: 3 clusters Score -4396658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (50372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50372 members 
Entering Unmasked Estep 
Score: -6428259.500000 Penalty: 1611.085938
	Iteration 0F: 2 clusters Score -6428260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25319 members 
Mstep: Class 2 contains 25053 members 
Entering Unmasked Estep 
Score: -6396139.000000 Penalty: 3222.171875
	Iteration 0F: 3 clusters Score -6396139 nChanged 23224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26549 members 
Mstep: Class 2 contains 23823 members 
Entering Unmasked Estep 
Score: -6408786.500000 Penalty: 3222.171875
	Iteration 1F: 3 clusters Score -6408786 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27328 members 
Mstep: Class 2 contains 23044 members 
Entering Unmasked Estep 
Score: -6409386.500000 Penalty: 3222.171875
	Iteration 2Q: 3 clusters Score -6409386 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28481 members 
Mstep: Class 2 contains 21891 members 
Entering Unmasked Estep 
Score: -6410035.000000 Penalty: 3222.171875
	Iteration 3Q: 3 clusters Score -6410035 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30146 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -6410883.500000 Penalty: 3222.171875
	Iteration 4Q: 3 clusters Score -6410884 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32570 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -6412322.000000 Penalty: 3222.171875
	Iteration 5F: 3 clusters Score -6412322 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35746 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -6414455.500000 Penalty: 3222.171875
	Iteration 6F: 3 clusters Score -6414456 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39698 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -6417562.500000 Penalty: 3222.171875
	Iteration 7F: 3 clusters Score -6417562 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43634 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -6420901.500000 Penalty: 3222.171875
	Iteration 8F: 3 clusters Score -6420902 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46834 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -6423848.500000 Penalty: 3222.171875
	Iteration 9F: 3 clusters Score -6423848 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48703 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -6425505.500000 Penalty: 3222.171875
	Iteration 10Q: 3 clusters Score -6425506 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49557 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -6426316.000000 Penalty: 3222.171875
	Iteration 11Q: 3 clusters Score -6426316 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49864 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -6426637.500000 Penalty: 3222.171875
	Iteration 12Q: 3 clusters Score -6426638 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50004 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -6426818.500000 Penalty: 3222.171875
	Iteration 13Q: 3 clusters Score -6426818 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50062 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -6426927.000000 Penalty: 3222.171875
	Iteration 14Q: 3 clusters Score -6426927 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50084 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -6426977.000000 Penalty: 3222.171875
	Iteration 15Q: 3 clusters Score -6426977 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50092 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -6426997.000000 Penalty: 3222.171875
	Iteration 16Q: 3 clusters Score -6426997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50096 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -6427005.500000 Penalty: 3222.171875
	Iteration 17Q: 3 clusters Score -6427006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50100 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -6427014.500000 Penalty: 3222.171875
	Iteration 18Q: 3 clusters Score -6427014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50102 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -6427016.500000 Penalty: 3222.171875
	Iteration 19Q: 3 clusters Score -6427016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50103 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -6427022.000000 Penalty: 3222.171875
	Iteration 20F: 3 clusters Score -6427022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50104 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -6427023.500000 Penalty: 3222.171875
	Iteration 21Q: 3 clusters Score -6427024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50104 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -6427023.500000 Penalty: 3222.171875
	Iteration 22F: 3 clusters Score -6427024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (24133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24133 members 
Entering Unmasked Estep 
Score: -3013498.500000 Penalty: 1501.590698
	Iteration 0F: 2 clusters Score -3013498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -2997646.000000 Penalty: 3003.181396
	Iteration 0F: 3 clusters Score -2997646 nChanged 10734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -3003514.000000 Penalty: 3003.181396
	Iteration 1F: 3 clusters Score -3003514 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -3003962.750000 Penalty: 3003.181396
	Iteration 2F: 3 clusters Score -3003963 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -3004324.000000 Penalty: 3003.181396
	Iteration 3Q: 3 clusters Score -3004324 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -3004685.250000 Penalty: 3003.181396
	Iteration 4Q: 3 clusters Score -3004685 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -3005018.000000 Penalty: 3003.181396
	Iteration 5Q: 3 clusters Score -3005018 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -3005415.750000 Penalty: 3003.181396
	Iteration 6Q: 3 clusters Score -3005416 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -3005931.750000 Penalty: 3003.181396
	Iteration 7Q: 3 clusters Score -3005932 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -3006641.000000 Penalty: 3003.181396
	Iteration 8F: 3 clusters Score -3006641 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -3007579.250000 Penalty: 3003.181396
	Iteration 9F: 3 clusters Score -3007579 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -3008662.750000 Penalty: 3003.181396
	Iteration 10F: 3 clusters Score -3008663 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -3009790.750000 Penalty: 3003.181396
	Iteration 11F: 3 clusters Score -3009791 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -3010750.750000 Penalty: 3003.181396
	Iteration 12Q: 3 clusters Score -3010751 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -3011361.000000 Penalty: 3003.181396
	Iteration 13Q: 3 clusters Score -3011361 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23367 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -3011726.750000 Penalty: 3003.181396
	Iteration 14Q: 3 clusters Score -3011727 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23592 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -3011947.750000 Penalty: 3003.181396
	Iteration 15Q: 3 clusters Score -3011948 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3012058.500000 Penalty: 3003.181396
	Iteration 16Q: 3 clusters Score -3012058 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -3012138.250000 Penalty: 3003.181396
	Iteration 17Q: 3 clusters Score -3012138 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -3012179.750000 Penalty: 3003.181396
	Iteration 18Q: 3 clusters Score -3012180 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23811 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -3012212.250000 Penalty: 3003.181396
	Iteration 19Q: 3 clusters Score -3012212 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23829 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -3012247.250000 Penalty: 3003.181396
	Iteration 20F: 3 clusters Score -3012247 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -3012258.250000 Penalty: 3003.181396
	Iteration 21Q: 3 clusters Score -3012258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23845 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -3012268.250000 Penalty: 3003.181396
	Iteration 22Q: 3 clusters Score -3012268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -3012273.500000 Penalty: 3003.181396
	Iteration 23Q: 3 clusters Score -3012274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23849 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -3012277.750000 Penalty: 3003.181396
	Iteration 24Q: 3 clusters Score -3012278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23851 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -3012279.500000 Penalty: 3003.181396
	Iteration 25Q: 3 clusters Score -3012280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -3012280.250000 Penalty: 3003.181396
	Iteration 26Q: 3 clusters Score -3012280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23854 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -3012285.750000 Penalty: 3003.181396
	Iteration 27Q: 3 clusters Score -3012286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23855 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -3012290.250000 Penalty: 3003.181396
	Iteration 28Q: 3 clusters Score -3012290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -3012297.250000 Penalty: 3003.181396
	Iteration 29Q: 3 clusters Score -3012297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -3012297.250000 Penalty: 3003.181396
	Iteration 30F: 3 clusters Score -3012297 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Entering Unmasked Estep 
Score: -2216366.250000 Penalty: 1459.450073
	Iteration 0F: 2 clusters Score -2216366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -2204391.750000 Penalty: 2918.900146
	Iteration 0F: 3 clusters Score -2204392 nChanged 8022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -2208722.250000 Penalty: 2918.900146
	Iteration 1F: 3 clusters Score -2208722 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -2209121.250000 Penalty: 2918.900146
	Iteration 2F: 3 clusters Score -2209121 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -2209488.500000 Penalty: 2918.900146
	Iteration 3Q: 3 clusters Score -2209488 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -2209842.000000 Penalty: 2918.900146
	Iteration 4Q: 3 clusters Score -2209842 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -2210213.500000 Penalty: 2918.900146
	Iteration 5Q: 3 clusters Score -2210214 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -2210627.000000 Penalty: 2918.900146
	Iteration 6Q: 3 clusters Score -2210627 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -2211043.500000 Penalty: 2918.900146
	Iteration 7Q: 3 clusters Score -2211044 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -2211492.500000 Penalty: 2918.900146
	Iteration 8Q: 3 clusters Score -2211492 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -2211928.250000 Penalty: 2918.900146
	Iteration 9Q: 3 clusters Score -2211928 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -2212286.000000 Penalty: 2918.900146
	Iteration 10Q: 3 clusters Score -2212286 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -2212598.250000 Penalty: 2918.900146
	Iteration 11Q: 3 clusters Score -2212598 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -2212865.500000 Penalty: 2918.900146
	Iteration 12Q: 3 clusters Score -2212866 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -2213135.000000 Penalty: 2918.900146
	Iteration 13Q: 3 clusters Score -2213135 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -2213394.250000 Penalty: 2918.900146
	Iteration 14Q: 3 clusters Score -2213394 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -2213614.500000 Penalty: 2918.900146
	Iteration 15Q: 3 clusters Score -2213614 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -2213797.000000 Penalty: 2918.900146
	Iteration 16Q: 3 clusters Score -2213797 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -2213979.250000 Penalty: 2918.900146
	Iteration 17Q: 3 clusters Score -2213979 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -2214162.000000 Penalty: 2918.900146
	Iteration 18Q: 3 clusters Score -2214162 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -2214341.250000 Penalty: 2918.900146
	Iteration 19Q: 3 clusters Score -2214341 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -2214469.750000 Penalty: 2918.900146
	Iteration 20F: 3 clusters Score -2214470 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -2214581.000000 Penalty: 2918.900146
	Iteration 21Q: 3 clusters Score -2214581 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -2214692.500000 Penalty: 2918.900146
	Iteration 22Q: 3 clusters Score -2214692 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -2214821.500000 Penalty: 2918.900146
	Iteration 23Q: 3 clusters Score -2214822 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -2214941.750000 Penalty: 2918.900146
	Iteration 24Q: 3 clusters Score -2214942 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -2215054.250000 Penalty: 2918.900146
	Iteration 25Q: 3 clusters Score -2215054 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -2215143.000000 Penalty: 2918.900146
	Iteration 26Q: 3 clusters Score -2215143 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2215190.000000 Penalty: 2918.900146
	Iteration 27Q: 3 clusters Score -2215190 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -2215228.750000 Penalty: 2918.900146
	Iteration 28Q: 3 clusters Score -2215229 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2215259.750000 Penalty: 2918.900146
	Iteration 29Q: 3 clusters Score -2215260 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2215278.000000 Penalty: 2918.900146
	Iteration 30Q: 3 clusters Score -2215278 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -2215291.000000 Penalty: 2918.900146
	Iteration 31Q: 3 clusters Score -2215291 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2215304.750000 Penalty: 2918.900146
	Iteration 32Q: 3 clusters Score -2215305 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2215313.250000 Penalty: 2918.900146
	Iteration 33Q: 3 clusters Score -2215313 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -2215321.000000 Penalty: 2918.900146
	Iteration 34Q: 3 clusters Score -2215321 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2215336.500000 Penalty: 2918.900146
	Iteration 35Q: 3 clusters Score -2215336 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -2215347.000000 Penalty: 2918.900146
	Iteration 36Q: 3 clusters Score -2215347 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -2215349.250000 Penalty: 2918.900146
	Iteration 37Q: 3 clusters Score -2215349 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -2215354.500000 Penalty: 2918.900146
	Iteration 38Q: 3 clusters Score -2215354 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2215360.000000 Penalty: 2918.900146
	Iteration 39Q: 3 clusters Score -2215360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2215360.500000 Penalty: 2918.900146
	Iteration 40F: 3 clusters Score -2215360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -2215364.500000 Penalty: 2918.900146
	Iteration 41Q: 3 clusters Score -2215364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -2215366.000000 Penalty: 2918.900146
	Iteration 42Q: 3 clusters Score -2215366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2215364.250000 Penalty: 2918.900146
	Iteration 43Q: 3 clusters Score -2215364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2215365.750000 Penalty: 2918.900146
	Iteration 44Q: 3 clusters Score -2215366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2215366.000000 Penalty: 2918.900146
	Iteration 45Q: 3 clusters Score -2215366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2215368.250000 Penalty: 2918.900146
	Iteration 46Q: 3 clusters Score -2215368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2215369.500000 Penalty: 2918.900146
	Iteration 47Q: 3 clusters Score -2215370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -2215366.750000 Penalty: 2918.900146
	Iteration 48Q: 3 clusters Score -2215367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -2215369.250000 Penalty: 2918.900146
	Iteration 49Q: 3 clusters Score -2215369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2215371.000000 Penalty: 2918.900146
	Iteration 50Q: 3 clusters Score -2215371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -2215367.500000 Penalty: 2918.900146
	Iteration 51Q: 3 clusters Score -2215368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -2215367.500000 Penalty: 2918.900146
	Iteration 52F: 3 clusters Score -2215368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Entering Unmasked Estep 
Score: -1068401.375000 Penalty: 1353.058105
	Iteration 0F: 2 clusters Score -1068401 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1062319.875000 Penalty: 2706.116211
	Iteration 0F: 3 clusters Score -1062320 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1064211.750000 Penalty: 2706.116211
	Iteration 1F: 3 clusters Score -1064212 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1064524.750000 Penalty: 2706.116211
	Iteration 2F: 3 clusters Score -1064525 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1064788.875000 Penalty: 2706.116211
	Iteration 3F: 3 clusters Score -1064789 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1065024.000000 Penalty: 2706.116211
	Iteration 4F: 3 clusters Score -1065024 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1065248.250000 Penalty: 2706.116211
	Iteration 5Q: 3 clusters Score -1065248 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1065484.000000 Penalty: 2706.116211
	Iteration 6Q: 3 clusters Score -1065484 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1065738.750000 Penalty: 2706.116211
	Iteration 7Q: 3 clusters Score -1065739 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1066032.625000 Penalty: 2706.116211
	Iteration 8Q: 3 clusters Score -1066033 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1066321.625000 Penalty: 2706.116211
	Iteration 9Q: 3 clusters Score -1066322 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1066567.625000 Penalty: 2706.116211
	Iteration 10Q: 3 clusters Score -1066568 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1066799.750000 Penalty: 2706.116211
	Iteration 11Q: 3 clusters Score -1066800 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1066955.500000 Penalty: 2706.116211
	Iteration 12Q: 3 clusters Score -1066956 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1067072.750000 Penalty: 2706.116211
	Iteration 13Q: 3 clusters Score -1067073 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1067167.625000 Penalty: 2706.116211
	Iteration 14Q: 3 clusters Score -1067168 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1067243.750000 Penalty: 2706.116211
	Iteration 15Q: 3 clusters Score -1067244 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1067318.250000 Penalty: 2706.116211
	Iteration 16Q: 3 clusters Score -1067318 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1067406.125000 Penalty: 2706.116211
	Iteration 17Q: 3 clusters Score -1067406 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1067472.625000 Penalty: 2706.116211
	Iteration 18Q: 3 clusters Score -1067473 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1067536.250000 Penalty: 2706.116211
	Iteration 19Q: 3 clusters Score -1067536 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1067594.750000 Penalty: 2706.116211
	Iteration 20F: 3 clusters Score -1067595 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1067655.125000 Penalty: 2706.116211
	Iteration 21Q: 3 clusters Score -1067655 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1067692.750000 Penalty: 2706.116211
	Iteration 22Q: 3 clusters Score -1067693 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1067726.000000 Penalty: 2706.116211
	Iteration 23Q: 3 clusters Score -1067726 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1067751.250000 Penalty: 2706.116211
	Iteration 24Q: 3 clusters Score -1067751 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1067768.250000 Penalty: 2706.116211
	Iteration 25Q: 3 clusters Score -1067768 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1067777.625000 Penalty: 2706.116211
	Iteration 26Q: 3 clusters Score -1067778 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1067789.375000 Penalty: 2706.116211
	Iteration 27Q: 3 clusters Score -1067789 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1067803.375000 Penalty: 2706.116211
	Iteration 28Q: 3 clusters Score -1067803 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1067808.250000 Penalty: 2706.116211
	Iteration 29Q: 3 clusters Score -1067808 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1067810.375000 Penalty: 2706.116211
	Iteration 30Q: 3 clusters Score -1067810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1067813.375000 Penalty: 2706.116211
	Iteration 31Q: 3 clusters Score -1067813 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1067816.625000 Penalty: 2706.116211
	Iteration 32Q: 3 clusters Score -1067817 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1067817.750000 Penalty: 2706.116211
	Iteration 33Q: 3 clusters Score -1067818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1067820.000000 Penalty: 2706.116211
	Iteration 34Q: 3 clusters Score -1067820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1067821.625000 Penalty: 2706.116211
	Iteration 35Q: 3 clusters Score -1067822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1067823.500000 Penalty: 2706.116211
	Iteration 36Q: 3 clusters Score -1067824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1067824.875000 Penalty: 2706.116211
	Iteration 37Q: 3 clusters Score -1067825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1067822.875000 Penalty: 2706.116211
	Iteration 38Q: 3 clusters Score -1067823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1067823.625000 Penalty: 2706.116211
	Iteration 39Q: 3 clusters Score -1067824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1067824.500000 Penalty: 2706.116211
	Iteration 40F: 3 clusters Score -1067824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1067824.875000 Penalty: 2706.116211
	Iteration 41Q: 3 clusters Score -1067825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1067826.000000 Penalty: 2706.116211
	Iteration 42Q: 3 clusters Score -1067826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1067830.750000 Penalty: 2706.116211
	Iteration 43Q: 3 clusters Score -1067831 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1067832.250000 Penalty: 2706.116211
	Iteration 44Q: 3 clusters Score -1067832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1067833.500000 Penalty: 2706.116211
	Iteration 45Q: 3 clusters Score -1067834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1067834.125000 Penalty: 2706.116211
	Iteration 46Q: 3 clusters Score -1067834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1067834.250000 Penalty: 2706.116211
	Iteration 47Q: 3 clusters Score -1067834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1067836.500000 Penalty: 2706.116211
	Iteration 48Q: 3 clusters Score -1067836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1067837.250000 Penalty: 2706.116211
	Iteration 49Q: 3 clusters Score -1067837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1067837.250000 Penalty: 2706.116211
	Iteration 50F: 3 clusters Score -1067837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (72618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72618 members 
Entering Unmasked Estep 
Score: -9142356.000000 Penalty: 1665.513672
	Iteration 0F: 2 clusters Score -9142356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36429 members 
Mstep: Class 2 contains 36189 members 
Entering Unmasked Estep 
Score: -9098354.000000 Penalty: 3331.027344
	Iteration 0F: 3 clusters Score -9098354 nChanged 34131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37664 members 
Mstep: Class 2 contains 34954 members 
Entering Unmasked Estep 
Score: -9118044.000000 Penalty: 3331.027344
	Iteration 1F: 3 clusters Score -9118044 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38410 members 
Mstep: Class 2 contains 34208 members 
Entering Unmasked Estep 
Score: -9118953.000000 Penalty: 3331.027344
	Iteration 2Q: 3 clusters Score -9118953 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39474 members 
Mstep: Class 2 contains 33144 members 
Entering Unmasked Estep 
Score: -9120143.000000 Penalty: 3331.027344
	Iteration 3Q: 3 clusters Score -9120143 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40985 members 
Mstep: Class 2 contains 31633 members 
Entering Unmasked Estep 
Score: -9121464.000000 Penalty: 3331.027344
	Iteration 4Q: 3 clusters Score -9121464 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42860 members 
Mstep: Class 2 contains 29758 members 
Entering Unmasked Estep 
Score: -9123164.000000 Penalty: 3331.027344
	Iteration 5F: 3 clusters Score -9123164 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45039 members 
Mstep: Class 2 contains 27579 members 
Entering Unmasked Estep 
Score: -9124906.000000 Penalty: 3331.027344
	Iteration 6F: 3 clusters Score -9124906 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47427 members 
Mstep: Class 2 contains 25191 members 
Entering Unmasked Estep 
Score: -9126569.000000 Penalty: 3331.027344
	Iteration 7F: 3 clusters Score -9126569 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49837 members 
Mstep: Class 2 contains 22781 members 
Entering Unmasked Estep 
Score: -9128070.000000 Penalty: 3331.027344
	Iteration 8Q: 3 clusters Score -9128070 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52125 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
Score: -9129508.000000 Penalty: 3331.027344
	Iteration 9Q: 3 clusters Score -9129508 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54254 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -9130798.000000 Penalty: 3331.027344
	Iteration 10Q: 3 clusters Score -9130798 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56098 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -9131972.000000 Penalty: 3331.027344
	Iteration 11Q: 3 clusters Score -9131972 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57556 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -9133038.000000 Penalty: 3331.027344
	Iteration 12Q: 3 clusters Score -9133038 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58656 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -9133957.000000 Penalty: 3331.027344
	Iteration 13Q: 3 clusters Score -9133957 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59451 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -9134703.000000 Penalty: 3331.027344
	Iteration 14Q: 3 clusters Score -9134703 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59983 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -9135131.000000 Penalty: 3331.027344
	Iteration 15Q: 3 clusters Score -9135131 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60424 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -9135418.000000 Penalty: 3331.027344
	Iteration 16Q: 3 clusters Score -9135418 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60805 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -9135577.000000 Penalty: 3331.027344
	Iteration 17Q: 3 clusters Score -9135577 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61142 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -9135704.000000 Penalty: 3331.027344
	Iteration 18Q: 3 clusters Score -9135704 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61479 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -9135893.000000 Penalty: 3331.027344
	Iteration 19Q: 3 clusters Score -9135893 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61835 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -9136082.000000 Penalty: 3331.027344
	Iteration 20F: 3 clusters Score -9136082 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62163 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -9136232.000000 Penalty: 3331.027344
	Iteration 21Q: 3 clusters Score -9136232 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62496 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -9136400.000000 Penalty: 3331.027344
	Iteration 22Q: 3 clusters Score -9136400 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62828 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -9136563.000000 Penalty: 3331.027344
	Iteration 23Q: 3 clusters Score -9136563 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63154 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -9136735.000000 Penalty: 3331.027344
	Iteration 24Q: 3 clusters Score -9136735 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63474 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -9136930.000000 Penalty: 3331.027344
	Iteration 25Q: 3 clusters Score -9136930 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63804 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -9137092.000000 Penalty: 3331.027344
	Iteration 26Q: 3 clusters Score -9137092 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64106 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -9137272.000000 Penalty: 3331.027344
	Iteration 27Q: 3 clusters Score -9137272 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64436 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -9137432.000000 Penalty: 3331.027344
	Iteration 28Q: 3 clusters Score -9137432 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64763 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -9137573.000000 Penalty: 3331.027344
	Iteration 29Q: 3 clusters Score -9137573 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65092 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -9137702.000000 Penalty: 3331.027344
	Iteration 30Q: 3 clusters Score -9137702 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65421 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -9137843.000000 Penalty: 3331.027344
	Iteration 31Q: 3 clusters Score -9137843 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65753 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -9138043.000000 Penalty: 3331.027344
	Iteration 32Q: 3 clusters Score -9138043 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66086 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -9138220.000000 Penalty: 3331.027344
	Iteration 33Q: 3 clusters Score -9138220 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66382 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -9138389.000000 Penalty: 3331.027344
	Iteration 34Q: 3 clusters Score -9138389 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66654 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -9138534.000000 Penalty: 3331.027344
	Iteration 35Q: 3 clusters Score -9138534 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66909 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -9138690.000000 Penalty: 3331.027344
	Iteration 36Q: 3 clusters Score -9138690 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67160 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -9138865.000000 Penalty: 3331.027344
	Iteration 37Q: 3 clusters Score -9138865 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67390 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -9139011.000000 Penalty: 3331.027344
	Iteration 38Q: 3 clusters Score -9139011 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67617 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -9139153.000000 Penalty: 3331.027344
	Iteration 39Q: 3 clusters Score -9139153 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67811 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -9139246.000000 Penalty: 3331.027344
	Iteration 40F: 3 clusters Score -9139246 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67983 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -9139314.000000 Penalty: 3331.027344
	Iteration 41Q: 3 clusters Score -9139314 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68137 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -9139420.000000 Penalty: 3331.027344
	Iteration 42Q: 3 clusters Score -9139420 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68301 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -9139486.000000 Penalty: 3331.027344
	Iteration 43Q: 3 clusters Score -9139486 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68450 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -9139597.000000 Penalty: 3331.027344
	Iteration 44Q: 3 clusters Score -9139597 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68584 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -9139645.000000 Penalty: 3331.027344
	Iteration 45Q: 3 clusters Score -9139645 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68729 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -9139746.000000 Penalty: 3331.027344
	Iteration 46Q: 3 clusters Score -9139746 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68867 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -9139826.000000 Penalty: 3331.027344
	Iteration 47Q: 3 clusters Score -9139826 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69009 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -9139920.000000 Penalty: 3331.027344
	Iteration 48Q: 3 clusters Score -9139920 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69155 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -9140007.000000 Penalty: 3331.027344
	Iteration 49Q: 3 clusters Score -9140007 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69274 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -9140061.000000 Penalty: 3331.027344
	Iteration 50Q: 3 clusters Score -9140061 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69389 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -9140114.000000 Penalty: 3331.027344
	Iteration 51Q: 3 clusters Score -9140114 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69482 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -9140152.000000 Penalty: 3331.027344
	Iteration 52Q: 3 clusters Score -9140152 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69570 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -9140195.000000 Penalty: 3331.027344
	Iteration 53Q: 3 clusters Score -9140195 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69651 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -9140245.000000 Penalty: 3331.027344
	Iteration 54Q: 3 clusters Score -9140245 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69741 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -9140308.000000 Penalty: 3331.027344
	Iteration 55Q: 3 clusters Score -9140308 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69813 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -9140334.000000 Penalty: 3331.027344
	Iteration 56Q: 3 clusters Score -9140334 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69895 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -9140410.000000 Penalty: 3331.027344
	Iteration 57Q: 3 clusters Score -9140410 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69978 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -9140445.000000 Penalty: 3331.027344
	Iteration 58Q: 3 clusters Score -9140445 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70050 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -9140502.000000 Penalty: 3331.027344
	Iteration 59Q: 3 clusters Score -9140502 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70113 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -9140545.000000 Penalty: 3331.027344
	Iteration 60F: 3 clusters Score -9140545 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70158 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -9140554.000000 Penalty: 3331.027344
	Iteration 61Q: 3 clusters Score -9140554 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70206 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -9140581.000000 Penalty: 3331.027344
	Iteration 62Q: 3 clusters Score -9140581 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70254 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -9140592.000000 Penalty: 3331.027344
	Iteration 63Q: 3 clusters Score -9140592 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70296 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -9140607.000000 Penalty: 3331.027344
	Iteration 64Q: 3 clusters Score -9140607 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70335 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -9140651.000000 Penalty: 3331.027344
	Iteration 65Q: 3 clusters Score -9140651 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70370 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -9140672.000000 Penalty: 3331.027344
	Iteration 66Q: 3 clusters Score -9140672 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70406 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -9140677.000000 Penalty: 3331.027344
	Iteration 67Q: 3 clusters Score -9140677 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70433 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -9140668.000000 Penalty: 3331.027344
	Iteration 68Q: 3 clusters Score -9140668 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70467 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -9140688.000000 Penalty: 3331.027344
	Iteration 69Q: 3 clusters Score -9140688 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70506 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -9140713.000000 Penalty: 3331.027344
	Iteration 70Q: 3 clusters Score -9140713 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70540 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -9140729.000000 Penalty: 3331.027344
	Iteration 71Q: 3 clusters Score -9140729 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70578 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -9140729.000000 Penalty: 3331.027344
	Iteration 72Q: 3 clusters Score -9140729 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70607 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -9140738.000000 Penalty: 3331.027344
	Iteration 73Q: 3 clusters Score -9140738 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70636 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -9140740.000000 Penalty: 3331.027344
	Iteration 74Q: 3 clusters Score -9140740 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70659 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -9140743.000000 Penalty: 3331.027344
	Iteration 75Q: 3 clusters Score -9140743 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70687 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -9140760.000000 Penalty: 3331.027344
	Iteration 76Q: 3 clusters Score -9140760 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70714 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -9140761.000000 Penalty: 3331.027344
	Iteration 77Q: 3 clusters Score -9140761 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70737 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -9140756.000000 Penalty: 3331.027344
	Iteration 78Q: 3 clusters Score -9140756 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70762 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -9140754.000000 Penalty: 3331.027344
	Iteration 79Q: 3 clusters Score -9140754 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70792 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -9140784.000000 Penalty: 3331.027344
	Iteration 80F: 3 clusters Score -9140784 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70818 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -9140780.000000 Penalty: 3331.027344
	Iteration 81Q: 3 clusters Score -9140780 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70852 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -9140784.000000 Penalty: 3331.027344
	Iteration 82Q: 3 clusters Score -9140784 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70867 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -9140802.000000 Penalty: 3331.027344
	Iteration 83Q: 3 clusters Score -9140802 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70893 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -9140824.000000 Penalty: 3331.027344
	Iteration 84Q: 3 clusters Score -9140824 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70912 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -9140827.000000 Penalty: 3331.027344
	Iteration 85Q: 3 clusters Score -9140827 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70933 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -9140829.000000 Penalty: 3331.027344
	Iteration 86Q: 3 clusters Score -9140829 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70952 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -9140832.000000 Penalty: 3331.027344
	Iteration 87Q: 3 clusters Score -9140832 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70968 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -9140842.000000 Penalty: 3331.027344
	Iteration 88Q: 3 clusters Score -9140842 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70982 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -9140834.000000 Penalty: 3331.027344
	Iteration 89Q: 3 clusters Score -9140834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70986 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -9140847.000000 Penalty: 3331.027344
	Iteration 90Q: 3 clusters Score -9140847 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70994 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -9140848.000000 Penalty: 3331.027344
	Iteration 91Q: 3 clusters Score -9140848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71002 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -9140857.000000 Penalty: 3331.027344
	Iteration 92Q: 3 clusters Score -9140857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71007 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -9140860.000000 Penalty: 3331.027344
	Iteration 93Q: 3 clusters Score -9140860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71010 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -9140871.000000 Penalty: 3331.027344
	Iteration 94Q: 3 clusters Score -9140871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71012 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -9140864.000000 Penalty: 3331.027344
	Iteration 95Q: 3 clusters Score -9140864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71018 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -9140864.000000 Penalty: 3331.027344
	Iteration 96Q: 3 clusters Score -9140864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71021 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -9140866.000000 Penalty: 3331.027344
	Iteration 97Q: 3 clusters Score -9140866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71023 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -9140867.000000 Penalty: 3331.027344
	Iteration 98Q: 3 clusters Score -9140867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71024 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -9140872.000000 Penalty: 3331.027344
	Iteration 99Q: 3 clusters Score -9140872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71026 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -9140871.000000 Penalty: 3331.027344
	Iteration 100F: 3 clusters Score -9140871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71028 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -9140877.000000 Penalty: 3331.027344
	Iteration 101Q: 3 clusters Score -9140877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71030 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -9140877.000000 Penalty: 3331.027344
	Iteration 102Q: 3 clusters Score -9140877 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71030 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -9140877.000000 Penalty: 3331.027344
	Iteration 103F: 3 clusters Score -9140877 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -54681.871094 Penalty: 951.863159
	Iteration 0F: 2 clusters Score -54681.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -53676.300781 Penalty: 1903.726318
	Iteration 0F: 3 clusters Score -53676.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -53907.976562 Penalty: 1903.726318
	Iteration 1F: 3 clusters Score -53907.98 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -54044.296875 Penalty: 1903.726318
	Iteration 2Q: 3 clusters Score -54044.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -54115.476562 Penalty: 1903.726318
	Iteration 3F: 3 clusters Score -54115.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -54167.066406 Penalty: 1903.726318
	Iteration 4Q: 3 clusters Score -54167.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -54198.101562 Penalty: 1903.726318
	Iteration 5Q: 3 clusters Score -54198.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -54233.996094 Penalty: 1903.726318
	Iteration 6Q: 3 clusters Score -54234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -54268.210938 Penalty: 1903.726318
	Iteration 7Q: 3 clusters Score -54268.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -54301.746094 Penalty: 1903.726318
	Iteration 8Q: 3 clusters Score -54301.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -54336.664062 Penalty: 1903.726318
	Iteration 9Q: 3 clusters Score -54336.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -54349.347656 Penalty: 1903.726318
	Iteration 10Q: 3 clusters Score -54349.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -54359.781250 Penalty: 1903.726318
	Iteration 11Q: 3 clusters Score -54359.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -54366.210938 Penalty: 1903.726318
	Iteration 12Q: 3 clusters Score -54366.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -54367.156250 Penalty: 1903.726318
	Iteration 13Q: 3 clusters Score -54367.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -54378.656250 Penalty: 1903.726318
	Iteration 14Q: 3 clusters Score -54378.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -54402.906250 Penalty: 1903.726318
	Iteration 15Q: 3 clusters Score -54402.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -54414.312500 Penalty: 1903.726318
	Iteration 16Q: 3 clusters Score -54414.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -54436.636719 Penalty: 1903.726318
	Iteration 17Q: 3 clusters Score -54436.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -54461.062500 Penalty: 1903.726318
	Iteration 18Q: 3 clusters Score -54461.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -54522.925781 Penalty: 1903.726318
	Iteration 19Q: 3 clusters Score -54522.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -54685.839844 Penalty: 1903.726318
	Iteration 20F: 3 clusters Score -54685.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -54736.082031 Penalty: 1903.726318
	Iteration 21Q: 3 clusters Score -54736.08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -54773.902344 Penalty: 1903.726318
	Iteration 22Q: 3 clusters Score -54773.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -54812.914062 Penalty: 1903.726318
	Iteration 23Q: 3 clusters Score -54812.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -54845.687500 Penalty: 1903.726318
	Iteration 24Q: 3 clusters Score -54845.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -54861.234375 Penalty: 1903.726318
	Iteration 25Q: 3 clusters Score -54861.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -54884.515625 Penalty: 1903.726318
	Iteration 26Q: 3 clusters Score -54884.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -54899.171875 Penalty: 1903.726318
	Iteration 27Q: 3 clusters Score -54899.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -54922.742188 Penalty: 1903.726318
	Iteration 28Q: 3 clusters Score -54922.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -54949.621094 Penalty: 1903.726318
	Iteration 29Q: 3 clusters Score -54949.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -54980.910156 Penalty: 1903.726318
	Iteration 30Q: 3 clusters Score -54980.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -55042.105469 Penalty: 1903.726318
	Iteration 31Q: 3 clusters Score -55042.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -55089.222656 Penalty: 1903.726318
	Iteration 32Q: 3 clusters Score -55089.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -55101.648438 Penalty: 1903.726318
	Iteration 33Q: 3 clusters Score -55101.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -55114.343750 Penalty: 1903.726318
	Iteration 34Q: 3 clusters Score -55114.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -55121.792969 Penalty: 1903.726318
	Iteration 35Q: 3 clusters Score -55121.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -55123.742188 Penalty: 1903.726318
	Iteration 36Q: 3 clusters Score -55123.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -55123.742188 Penalty: 1903.726318
	Iteration 37F: 3 clusters Score -55123.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27144 members 
Mstep: Class 4 contains 34991 members 
Mstep: Class 5 contains 50372 members 
Mstep: Class 6 contains 24133 members 
Mstep: Class 7 contains 18181 members 
Mstep: Class 8 contains 8894 members 
Mstep: Class 9 contains 72618 members 
Mstep: Class 10 contains 332 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48147 members 
Mstep: Class 13 contains 34452 members 
Mstep: Class 14 contains 3271 members 
Mstep: Class 15 contains 5680 members 
Mstep: Class 16 contains 17828 members 
Mstep: Class 17 contains 10365 members 
Mstep: Class 18 contains 30277 members 
Mstep: Class 19 contains 16232 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1378 members 
Mstep: Class 22 contains 8776 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11983 members 
Mstep: Class 25 contains 6045 members 
Mstep: Class 26 contains 41074 members 
Mstep: Class 27 contains 22497 members 
Mstep: Class 28 contains 5184 members 
Mstep: Class 29 contains 4587 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10947 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35616 members 
Mstep: Class 38 contains 60210 members 
Mstep: Class 39 contains 5766 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10179 members 
Mstep: Class 43 contains 4036 members 
Mstep: Class 44 contains 268 members 
Entering Unmasked Estep 
Score: -80999464.000000 Penalty: 87800.648438
Splitting cluster 10 changes total score from -80999920.000000 to -80999464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (1273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Entering Unmasked Estep 
Score: -150000.859375 Penalty: 1063.790771
	Iteration 0F: 2 clusters Score -150000.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -148552.562500 Penalty: 2127.581543
	Iteration 0F: 3 clusters Score -148552.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -148834.250000 Penalty: 2127.581543
	Iteration 1F: 3 clusters Score -148834.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -148937.828125 Penalty: 2127.581543
	Iteration 2F: 3 clusters Score -148937.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -148991.593750 Penalty: 2127.581543
	Iteration 3Q: 3 clusters Score -148991.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -149011.906250 Penalty: 2127.581543
	Iteration 4Q: 3 clusters Score -149011.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -149028.765625 Penalty: 2127.581543
	Iteration 5Q: 3 clusters Score -149028.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -149040.843750 Penalty: 2127.581543
	Iteration 6Q: 3 clusters Score -149040.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -149050.140625 Penalty: 2127.581543
	Iteration 7Q: 3 clusters Score -149050.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -149056.109375 Penalty: 2127.581543
	Iteration 8Q: 3 clusters Score -149056.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -149061.000000 Penalty: 2127.581543
	Iteration 9Q: 3 clusters Score -149061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -149064.765625 Penalty: 2127.581543
	Iteration 10Q: 3 clusters Score -149064.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -149066.187500 Penalty: 2127.581543
	Iteration 11Q: 3 clusters Score -149066.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -149066.515625 Penalty: 2127.581543
	Iteration 12Q: 3 clusters Score -149066.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -149066.750000 Penalty: 2127.581543
	Iteration 13Q: 3 clusters Score -149066.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -149066.750000 Penalty: 2127.581543
	Iteration 14F: 3 clusters Score -149066.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (48147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48147 members 
Entering Unmasked Estep 
Score: -6126626.000000 Penalty: 1604.363647
	Iteration 0F: 2 clusters Score -6126626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24042 members 
Mstep: Class 2 contains 24105 members 
Entering Unmasked Estep 
Score: -6095699.500000 Penalty: 3208.727295
	Iteration 0F: 3 clusters Score -6095700 nChanged 22108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23708 members 
Mstep: Class 2 contains 24439 members 
Entering Unmasked Estep 
Score: -6108198.500000 Penalty: 3208.727295
	Iteration 1F: 3 clusters Score -6108198 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23594 members 
Mstep: Class 2 contains 24553 members 
Entering Unmasked Estep 
Score: -6108703.500000 Penalty: 3208.727295
	Iteration 2Q: 3 clusters Score -6108704 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23425 members 
Mstep: Class 2 contains 24722 members 
Entering Unmasked Estep 
Score: -6109198.500000 Penalty: 3208.727295
	Iteration 3Q: 3 clusters Score -6109198 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23136 members 
Mstep: Class 2 contains 25011 members 
Entering Unmasked Estep 
Score: -6109671.000000 Penalty: 3208.727295
	Iteration 4Q: 3 clusters Score -6109671 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22781 members 
Mstep: Class 2 contains 25366 members 
Entering Unmasked Estep 
Score: -6110085.500000 Penalty: 3208.727295
	Iteration 5Q: 3 clusters Score -6110086 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22293 members 
Mstep: Class 2 contains 25854 members 
Entering Unmasked Estep 
Score: -6110554.000000 Penalty: 3208.727295
	Iteration 6Q: 3 clusters Score -6110554 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 26516 members 
Entering Unmasked Estep 
Score: -6110948.000000 Penalty: 3208.727295
	Iteration 7Q: 3 clusters Score -6110948 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 27401 members 
Entering Unmasked Estep 
Score: -6111422.500000 Penalty: 3208.727295
	Iteration 8Q: 3 clusters Score -6111422 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 28597 members 
Entering Unmasked Estep 
Score: -6112087.000000 Penalty: 3208.727295
	Iteration 9Q: 3 clusters Score -6112087 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 30216 members 
Entering Unmasked Estep 
Score: -6112857.500000 Penalty: 3208.727295
	Iteration 10Q: 3 clusters Score -6112858 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 32276 members 
Entering Unmasked Estep 
Score: -6113969.000000 Penalty: 3208.727295
	Iteration 11Q: 3 clusters Score -6113969 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 34917 members 
Entering Unmasked Estep 
Score: -6115655.000000 Penalty: 3208.727295
	Iteration 12F: 3 clusters Score -6115655 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 37859 members 
Entering Unmasked Estep 
Score: -6117682.500000 Penalty: 3208.727295
	Iteration 13F: 3 clusters Score -6117682 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 40793 members 
Entering Unmasked Estep 
Score: -6119855.500000 Penalty: 3208.727295
	Iteration 14F: 3 clusters Score -6119856 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 43299 members 
Entering Unmasked Estep 
Score: -6121821.500000 Penalty: 3208.727295
	Iteration 15F: 3 clusters Score -6121822 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 45106 members 
Entering Unmasked Estep 
Score: -6123312.500000 Penalty: 3208.727295
	Iteration 16Q: 3 clusters Score -6123312 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 46261 members 
Entering Unmasked Estep 
Score: -6124270.000000 Penalty: 3208.727295
	Iteration 17Q: 3 clusters Score -6124270 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 46897 members 
Entering Unmasked Estep 
Score: -6124748.000000 Penalty: 3208.727295
	Iteration 18Q: 3 clusters Score -6124748 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 47211 members 
Entering Unmasked Estep 
Score: -6124975.500000 Penalty: 3208.727295
	Iteration 19Q: 3 clusters Score -6124976 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 47381 members 
Entering Unmasked Estep 
Score: -6125119.500000 Penalty: 3208.727295
	Iteration 20F: 3 clusters Score -6125120 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 47473 members 
Entering Unmasked Estep 
Score: -6125191.000000 Penalty: 3208.727295
	Iteration 21Q: 3 clusters Score -6125191 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 47536 members 
Entering Unmasked Estep 
Score: -6125252.500000 Penalty: 3208.727295
	Iteration 22Q: 3 clusters Score -6125252 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 47578 members 
Entering Unmasked Estep 
Score: -6125293.500000 Penalty: 3208.727295
	Iteration 23Q: 3 clusters Score -6125294 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 47603 members 
Entering Unmasked Estep 
Score: -6125321.000000 Penalty: 3208.727295
	Iteration 24Q: 3 clusters Score -6125321 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 47616 members 
Entering Unmasked Estep 
Score: -6125323.500000 Penalty: 3208.727295
	Iteration 25Q: 3 clusters Score -6125324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 47623 members 
Entering Unmasked Estep 
Score: -6125331.000000 Penalty: 3208.727295
	Iteration 26Q: 3 clusters Score -6125331 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 47633 members 
Entering Unmasked Estep 
Score: -6125347.000000 Penalty: 3208.727295
	Iteration 27Q: 3 clusters Score -6125347 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 47644 members 
Entering Unmasked Estep 
Score: -6125350.500000 Penalty: 3208.727295
	Iteration 28Q: 3 clusters Score -6125350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 47649 members 
Entering Unmasked Estep 
Score: -6125354.500000 Penalty: 3208.727295
	Iteration 29Q: 3 clusters Score -6125354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 47655 members 
Entering Unmasked Estep 
Score: -6125360.500000 Penalty: 3208.727295
	Iteration 30Q: 3 clusters Score -6125360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 47657 members 
Entering Unmasked Estep 
Score: -6125364.500000 Penalty: 3208.727295
	Iteration 31Q: 3 clusters Score -6125364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 47661 members 
Entering Unmasked Estep 
Score: -6125369.000000 Penalty: 3208.727295
	Iteration 32Q: 3 clusters Score -6125369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 47666 members 
Entering Unmasked Estep 
Score: -6125371.500000 Penalty: 3208.727295
	Iteration 33Q: 3 clusters Score -6125372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 47670 members 
Entering Unmasked Estep 
Score: -6125373.500000 Penalty: 3208.727295
	Iteration 34Q: 3 clusters Score -6125374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 47674 members 
Entering Unmasked Estep 
Score: -6125376.000000 Penalty: 3208.727295
	Iteration 35Q: 3 clusters Score -6125376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 47677 members 
Entering Unmasked Estep 
Score: -6125382.500000 Penalty: 3208.727295
	Iteration 36Q: 3 clusters Score -6125382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 47677 members 
Entering Unmasked Estep 
Score: -6125381.500000 Penalty: 3208.727295
	Iteration 37Q: 3 clusters Score -6125382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 47684 members 
Entering Unmasked Estep 
Score: -6125380.500000 Penalty: 3208.727295
	Iteration 38Q: 3 clusters Score -6125380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 47686 members 
Entering Unmasked Estep 
Score: -6125380.000000 Penalty: 3208.727295
	Iteration 39Q: 3 clusters Score -6125380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 47686 members 
Entering Unmasked Estep 
Score: -6125380.000000 Penalty: 3208.727295
	Iteration 40F: 3 clusters Score -6125380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (34452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34452 members 
Entering Unmasked Estep 
Score: -4357089.500000 Penalty: 1554.561523
	Iteration 0F: 2 clusters Score -4357090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -4334651.000000 Penalty: 3109.123047
	Iteration 0F: 3 clusters Score -4334651 nChanged 15653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -4343036.000000 Penalty: 3109.123047
	Iteration 1F: 3 clusters Score -4343036 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -4343513.000000 Penalty: 3109.123047
	Iteration 2Q: 3 clusters Score -4343513 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -4343930.000000 Penalty: 3109.123047
	Iteration 3Q: 3 clusters Score -4343930 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -4344331.000000 Penalty: 3109.123047
	Iteration 4Q: 3 clusters Score -4344331 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -4344716.000000 Penalty: 3109.123047
	Iteration 5Q: 3 clusters Score -4344716 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -4345118.000000 Penalty: 3109.123047
	Iteration 6Q: 3 clusters Score -4345118 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -4345628.000000 Penalty: 3109.123047
	Iteration 7Q: 3 clusters Score -4345628 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22036 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -4346262.500000 Penalty: 3109.123047
	Iteration 8Q: 3 clusters Score -4346262 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -4347187.000000 Penalty: 3109.123047
	Iteration 9Q: 3 clusters Score -4347187 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25637 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -4348499.000000 Penalty: 3109.123047
	Iteration 10F: 3 clusters Score -4348499 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27921 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -4350268.500000 Penalty: 3109.123047
	Iteration 11F: 3 clusters Score -4350268 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30155 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -4352158.000000 Penalty: 3109.123047
	Iteration 12F: 3 clusters Score -4352158 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31943 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -4353737.500000 Penalty: 3109.123047
	Iteration 13F: 3 clusters Score -4353738 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33066 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -4354770.500000 Penalty: 3109.123047
	Iteration 14Q: 3 clusters Score -4354770 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33683 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -4355334.000000 Penalty: 3109.123047
	Iteration 15Q: 3 clusters Score -4355334 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33943 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -4355572.000000 Penalty: 3109.123047
	Iteration 16Q: 3 clusters Score -4355572 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34064 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -4355709.500000 Penalty: 3109.123047
	Iteration 17Q: 3 clusters Score -4355710 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34117 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -4355784.000000 Penalty: 3109.123047
	Iteration 18Q: 3 clusters Score -4355784 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34140 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -4355822.000000 Penalty: 3109.123047
	Iteration 19Q: 3 clusters Score -4355822 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34157 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -4355852.500000 Penalty: 3109.123047
	Iteration 20F: 3 clusters Score -4355852 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34170 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -4355865.000000 Penalty: 3109.123047
	Iteration 21Q: 3 clusters Score -4355865 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34177 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -4355875.500000 Penalty: 3109.123047
	Iteration 22Q: 3 clusters Score -4355876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34180 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -4355880.500000 Penalty: 3109.123047
	Iteration 23Q: 3 clusters Score -4355880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34181 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -4355880.500000 Penalty: 3109.123047
	Iteration 24Q: 3 clusters Score -4355880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34181 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -4355880.500000 Penalty: 3109.123047
	Iteration 25F: 3 clusters Score -4355880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Entering Unmasked Estep 
Score: -381282.062500 Penalty: 1204.216187
	Iteration 0F: 2 clusters Score -381282.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -378727.406250 Penalty: 2408.432373
	Iteration 0F: 3 clusters Score -378727.4 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -379504.593750 Penalty: 2408.432373
	Iteration 1F: 3 clusters Score -379504.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -379714.187500 Penalty: 2408.432373
	Iteration 2F: 3 clusters Score -379714.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -379836.187500 Penalty: 2408.432373
	Iteration 3Q: 3 clusters Score -379836.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -379932.156250 Penalty: 2408.432373
	Iteration 4Q: 3 clusters Score -379932.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -380036.468750 Penalty: 2408.432373
	Iteration 5Q: 3 clusters Score -380036.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -380183.250000 Penalty: 2408.432373
	Iteration 6Q: 3 clusters Score -380183.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -380352.937500 Penalty: 2408.432373
	Iteration 7Q: 3 clusters Score -380352.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -380523.218750 Penalty: 2408.432373
	Iteration 8Q: 3 clusters Score -380523.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -380694.656250 Penalty: 2408.432373
	Iteration 9Q: 3 clusters Score -380694.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -380830.125000 Penalty: 2408.432373
	Iteration 10Q: 3 clusters Score -380830.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -380931.062500 Penalty: 2408.432373
	Iteration 11Q: 3 clusters Score -380931.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -381000.406250 Penalty: 2408.432373
	Iteration 12Q: 3 clusters Score -381000.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -381057.812500 Penalty: 2408.432373
	Iteration 13Q: 3 clusters Score -381057.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -381091.218750 Penalty: 2408.432373
	Iteration 14Q: 3 clusters Score -381091.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -381112.562500 Penalty: 2408.432373
	Iteration 15Q: 3 clusters Score -381112.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -381127.625000 Penalty: 2408.432373
	Iteration 16Q: 3 clusters Score -381127.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -381139.906250 Penalty: 2408.432373
	Iteration 17Q: 3 clusters Score -381139.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -381148.093750 Penalty: 2408.432373
	Iteration 18Q: 3 clusters Score -381148.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -381154.937500 Penalty: 2408.432373
	Iteration 19Q: 3 clusters Score -381154.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -381161.312500 Penalty: 2408.432373
	Iteration 20F: 3 clusters Score -381161.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -381164.812500 Penalty: 2408.432373
	Iteration 21Q: 3 clusters Score -381164.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -381167.906250 Penalty: 2408.432373
	Iteration 22Q: 3 clusters Score -381167.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -381169.687500 Penalty: 2408.432373
	Iteration 23Q: 3 clusters Score -381169.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -381172.218750 Penalty: 2408.432373
	Iteration 24Q: 3 clusters Score -381172.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -381173.781250 Penalty: 2408.432373
	Iteration 25Q: 3 clusters Score -381173.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -381174.718750 Penalty: 2408.432373
	Iteration 26Q: 3 clusters Score -381174.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -381175.406250 Penalty: 2408.432373
	Iteration 27Q: 3 clusters Score -381175.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -381175.718750 Penalty: 2408.432373
	Iteration 28Q: 3 clusters Score -381175.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -381176.375000 Penalty: 2408.432373
	Iteration 29Q: 3 clusters Score -381176.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -381175.781250 Penalty: 2408.432373
	Iteration 30Q: 3 clusters Score -381175.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -381177.125000 Penalty: 2408.432373
	Iteration 31Q: 3 clusters Score -381177.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -381177.906250 Penalty: 2408.432373
	Iteration 32Q: 3 clusters Score -381177.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -381177.656250 Penalty: 2408.432373
	Iteration 33Q: 3 clusters Score -381177.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -381178.343750 Penalty: 2408.432373
	Iteration 34Q: 3 clusters Score -381178.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -381179.437500 Penalty: 2408.432373
	Iteration 35Q: 3 clusters Score -381179.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -381179.437500 Penalty: 2408.432373
	Iteration 36F: 3 clusters Score -381179.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Entering Unmasked Estep 
Score: -683125.250000 Penalty: 1286.332397
	Iteration 0F: 2 clusters Score -683125.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -679052.000000 Penalty: 2572.664795
	Iteration 0F: 3 clusters Score -679052 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -680288.125000 Penalty: 2572.664795
	Iteration 1F: 3 clusters Score -680288.1 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -680538.875000 Penalty: 2572.664795
	Iteration 2F: 3 clusters Score -680538.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -680704.562500 Penalty: 2572.664795
	Iteration 3F: 3 clusters Score -680704.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -680827.500000 Penalty: 2572.664795
	Iteration 4Q: 3 clusters Score -680827.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -680913.562500 Penalty: 2572.664795
	Iteration 5Q: 3 clusters Score -680913.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -680977.187500 Penalty: 2572.664795
	Iteration 6Q: 3 clusters Score -680977.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -681033.812500 Penalty: 2572.664795
	Iteration 7Q: 3 clusters Score -681033.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -681088.125000 Penalty: 2572.664795
	Iteration 8Q: 3 clusters Score -681088.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -681143.250000 Penalty: 2572.664795
	Iteration 9Q: 3 clusters Score -681143.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -681198.937500 Penalty: 2572.664795
	Iteration 10Q: 3 clusters Score -681198.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -681248.250000 Penalty: 2572.664795
	Iteration 11Q: 3 clusters Score -681248.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -681298.937500 Penalty: 2572.664795
	Iteration 12Q: 3 clusters Score -681298.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -681356.500000 Penalty: 2572.664795
	Iteration 13Q: 3 clusters Score -681356.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -681422.250000 Penalty: 2572.664795
	Iteration 14Q: 3 clusters Score -681422.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -681508.937500 Penalty: 2572.664795
	Iteration 15Q: 3 clusters Score -681508.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -681587.187500 Penalty: 2572.664795
	Iteration 16Q: 3 clusters Score -681587.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -681645.875000 Penalty: 2572.664795
	Iteration 17Q: 3 clusters Score -681645.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -681702.625000 Penalty: 2572.664795
	Iteration 18Q: 3 clusters Score -681702.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -681766.562500 Penalty: 2572.664795
	Iteration 19Q: 3 clusters Score -681766.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -681828.750000 Penalty: 2572.664795
	Iteration 20F: 3 clusters Score -681828.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -681878.875000 Penalty: 2572.664795
	Iteration 21Q: 3 clusters Score -681878.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -681921.937500 Penalty: 2572.664795
	Iteration 22Q: 3 clusters Score -681921.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -681955.937500 Penalty: 2572.664795
	Iteration 23Q: 3 clusters Score -681955.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -681983.687500 Penalty: 2572.664795
	Iteration 24Q: 3 clusters Score -681983.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -682002.187500 Penalty: 2572.664795
	Iteration 25Q: 3 clusters Score -682002.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -682025.437500 Penalty: 2572.664795
	Iteration 26Q: 3 clusters Score -682025.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -682042.625000 Penalty: 2572.664795
	Iteration 27Q: 3 clusters Score -682042.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -682056.812500 Penalty: 2572.664795
	Iteration 28Q: 3 clusters Score -682056.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -682072.812500 Penalty: 2572.664795
	Iteration 29Q: 3 clusters Score -682072.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -682087.687500 Penalty: 2572.664795
	Iteration 30Q: 3 clusters Score -682087.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -682096.437500 Penalty: 2572.664795
	Iteration 31Q: 3 clusters Score -682096.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -682109.375000 Penalty: 2572.664795
	Iteration 32Q: 3 clusters Score -682109.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -682119.187500 Penalty: 2572.664795
	Iteration 33Q: 3 clusters Score -682119.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -682130.312500 Penalty: 2572.664795
	Iteration 34Q: 3 clusters Score -682130.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -682137.250000 Penalty: 2572.664795
	Iteration 35Q: 3 clusters Score -682137.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -682145.125000 Penalty: 2572.664795
	Iteration 36Q: 3 clusters Score -682145.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -682148.312500 Penalty: 2572.664795
	Iteration 37Q: 3 clusters Score -682148.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -682148.625000 Penalty: 2572.664795
	Iteration 38Q: 3 clusters Score -682148.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -682151.562500 Penalty: 2572.664795
	Iteration 39Q: 3 clusters Score -682151.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -682153.750000 Penalty: 2572.664795
	Iteration 40F: 3 clusters Score -682153.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -682153.625000 Penalty: 2572.664795
	Iteration 41Q: 3 clusters Score -682153.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -682154.625000 Penalty: 2572.664795
	Iteration 42Q: 3 clusters Score -682154.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -682154.625000 Penalty: 2572.664795
	Iteration 43F: 3 clusters Score -682154.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Entering Unmasked Estep 
Score: -2249198.250000 Penalty: 1456.532593
	Iteration 0F: 2 clusters Score -2249198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -2237622.000000 Penalty: 2913.065186
	Iteration 0F: 3 clusters Score -2237622 nChanged 7780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -2241667.250000 Penalty: 2913.065186
	Iteration 1F: 3 clusters Score -2241667 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -2241998.000000 Penalty: 2913.065186
	Iteration 2F: 3 clusters Score -2241998 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -2242222.250000 Penalty: 2913.065186
	Iteration 3Q: 3 clusters Score -2242222 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -2242395.250000 Penalty: 2913.065186
	Iteration 4Q: 3 clusters Score -2242395 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -2242569.750000 Penalty: 2913.065186
	Iteration 5Q: 3 clusters Score -2242570 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -2242702.750000 Penalty: 2913.065186
	Iteration 6Q: 3 clusters Score -2242703 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -2242820.750000 Penalty: 2913.065186
	Iteration 7Q: 3 clusters Score -2242821 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -2242913.750000 Penalty: 2913.065186
	Iteration 8Q: 3 clusters Score -2242914 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -2243029.250000 Penalty: 2913.065186
	Iteration 9Q: 3 clusters Score -2243029 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -2243148.750000 Penalty: 2913.065186
	Iteration 10Q: 3 clusters Score -2243149 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -2243266.250000 Penalty: 2913.065186
	Iteration 11Q: 3 clusters Score -2243266 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -2243420.000000 Penalty: 2913.065186
	Iteration 12Q: 3 clusters Score -2243420 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -2243605.500000 Penalty: 2913.065186
	Iteration 13Q: 3 clusters Score -2243606 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -2243829.250000 Penalty: 2913.065186
	Iteration 14Q: 3 clusters Score -2243829 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -2244089.750000 Penalty: 2913.065186
	Iteration 15Q: 3 clusters Score -2244090 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -2244425.750000 Penalty: 2913.065186
	Iteration 16Q: 3 clusters Score -2244426 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -2244869.000000 Penalty: 2913.065186
	Iteration 17Q: 3 clusters Score -2244869 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -2245386.250000 Penalty: 2913.065186
	Iteration 18Q: 3 clusters Score -2245386 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -2245866.500000 Penalty: 2913.065186
	Iteration 19Q: 3 clusters Score -2245866 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -2246325.750000 Penalty: 2913.065186
	Iteration 20F: 3 clusters Score -2246326 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2246733.250000 Penalty: 2913.065186
	Iteration 21Q: 3 clusters Score -2246733 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2247080.250000 Penalty: 2913.065186
	Iteration 22Q: 3 clusters Score -2247080 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2247376.000000 Penalty: 2913.065186
	Iteration 23Q: 3 clusters Score -2247376 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2247600.750000 Penalty: 2913.065186
	Iteration 24Q: 3 clusters Score -2247601 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2247782.500000 Penalty: 2913.065186
	Iteration 25Q: 3 clusters Score -2247782 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2247981.000000 Penalty: 2913.065186
	Iteration 26Q: 3 clusters Score -2247981 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2248215.750000 Penalty: 2913.065186
	Iteration 27Q: 3 clusters Score -2248216 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2248270.500000 Penalty: 2913.065186
	Iteration 28Q: 3 clusters Score -2248270 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2248303.250000 Penalty: 2913.065186
	Iteration 29Q: 3 clusters Score -2248303 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2248327.750000 Penalty: 2913.065186
	Iteration 30Q: 3 clusters Score -2248328 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2248346.500000 Penalty: 2913.065186
	Iteration 31Q: 3 clusters Score -2248346 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2248349.000000 Penalty: 2913.065186
	Iteration 32Q: 3 clusters Score -2248349 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2248361.000000 Penalty: 2913.065186
	Iteration 33Q: 3 clusters Score -2248361 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2248378.500000 Penalty: 2913.065186
	Iteration 34Q: 3 clusters Score -2248378 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2248387.000000 Penalty: 2913.065186
	Iteration 35Q: 3 clusters Score -2248387 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2248399.500000 Penalty: 2913.065186
	Iteration 36Q: 3 clusters Score -2248400 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2248409.500000 Penalty: 2913.065186
	Iteration 37Q: 3 clusters Score -2248410 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2248409.750000 Penalty: 2913.065186
	Iteration 38Q: 3 clusters Score -2248410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -2248415.750000 Penalty: 2913.065186
	Iteration 39Q: 3 clusters Score -2248416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2248417.500000 Penalty: 2913.065186
	Iteration 40F: 3 clusters Score -2248418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2248419.500000 Penalty: 2913.065186
	Iteration 41Q: 3 clusters Score -2248420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2248418.750000 Penalty: 2913.065186
	Iteration 42Q: 3 clusters Score -2248419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2248420.500000 Penalty: 2913.065186
	Iteration 43Q: 3 clusters Score -2248420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -2248421.500000 Penalty: 2913.065186
	Iteration 44Q: 3 clusters Score -2248422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -2248421.500000 Penalty: 2913.065186
	Iteration 45F: 3 clusters Score -2248422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Entering Unmasked Estep 
Score: -1243868.375000 Penalty: 1375.833130
	Iteration 0F: 2 clusters Score -1243868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1236750.250000 Penalty: 2751.666260
	Iteration 0F: 3 clusters Score -1236750 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1239319.000000 Penalty: 2751.666260
	Iteration 1F: 3 clusters Score -1239319 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1239899.750000 Penalty: 2751.666260
	Iteration 2F: 3 clusters Score -1239900 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1240488.125000 Penalty: 2751.666260
	Iteration 3F: 3 clusters Score -1240488 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1241050.500000 Penalty: 2751.666260
	Iteration 4F: 3 clusters Score -1241050 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1241656.750000 Penalty: 2751.666260
	Iteration 5F: 3 clusters Score -1241657 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1242266.000000 Penalty: 2751.666260
	Iteration 6F: 3 clusters Score -1242266 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1242731.375000 Penalty: 2751.666260
	Iteration 7F: 3 clusters Score -1242731 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1242984.500000 Penalty: 2751.666260
	Iteration 8Q: 3 clusters Score -1242984 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1243159.875000 Penalty: 2751.666260
	Iteration 9Q: 3 clusters Score -1243160 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1243276.625000 Penalty: 2751.666260
	Iteration 10Q: 3 clusters Score -1243277 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1243370.250000 Penalty: 2751.666260
	Iteration 11Q: 3 clusters Score -1243370 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1243432.250000 Penalty: 2751.666260
	Iteration 12Q: 3 clusters Score -1243432 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1243474.500000 Penalty: 2751.666260
	Iteration 13Q: 3 clusters Score -1243474 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1243507.250000 Penalty: 2751.666260
	Iteration 14Q: 3 clusters Score -1243507 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1243534.500000 Penalty: 2751.666260
	Iteration 15Q: 3 clusters Score -1243534 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1243545.375000 Penalty: 2751.666260
	Iteration 16Q: 3 clusters Score -1243545 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1243558.625000 Penalty: 2751.666260
	Iteration 17Q: 3 clusters Score -1243559 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1243567.500000 Penalty: 2751.666260
	Iteration 18Q: 3 clusters Score -1243568 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1243572.125000 Penalty: 2751.666260
	Iteration 19Q: 3 clusters Score -1243572 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1243575.375000 Penalty: 2751.666260
	Iteration 20F: 3 clusters Score -1243575 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1243581.750000 Penalty: 2751.666260
	Iteration 21Q: 3 clusters Score -1243582 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1243587.125000 Penalty: 2751.666260
	Iteration 22Q: 3 clusters Score -1243587 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1243586.875000 Penalty: 2751.666260
	Iteration 23Q: 3 clusters Score -1243587 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1243586.125000 Penalty: 2751.666260
	Iteration 24Q: 3 clusters Score -1243586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1243586.500000 Penalty: 2751.666260
	Iteration 25Q: 3 clusters Score -1243586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1243588.375000 Penalty: 2751.666260
	Iteration 26Q: 3 clusters Score -1243588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1243587.875000 Penalty: 2751.666260
	Iteration 27Q: 3 clusters Score -1243588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1243587.875000 Penalty: 2751.666260
	Iteration 28F: 3 clusters Score -1243588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (30277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30277 members 
Entering Unmasked Estep 
Score: -3544623.500000 Penalty: 1535.339844
	Iteration 0F: 2 clusters Score -3544624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -3524935.750000 Penalty: 3070.679688
	Iteration 0F: 3 clusters Score -3524936 nChanged 13585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -3532497.500000 Penalty: 3070.679688
	Iteration 1F: 3 clusters Score -3532498 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -3532990.250000 Penalty: 3070.679688
	Iteration 2Q: 3 clusters Score -3532990 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -3533430.000000 Penalty: 3070.679688
	Iteration 3Q: 3 clusters Score -3533430 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16906 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -3533848.500000 Penalty: 3070.679688
	Iteration 4Q: 3 clusters Score -3533848 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -3534358.500000 Penalty: 3070.679688
	Iteration 5Q: 3 clusters Score -3534358 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -3534950.000000 Penalty: 3070.679688
	Iteration 6Q: 3 clusters Score -3534950 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -3535700.750000 Penalty: 3070.679688
	Iteration 7Q: 3 clusters Score -3535701 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21342 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -3536647.500000 Penalty: 3070.679688
	Iteration 8F: 3 clusters Score -3536648 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22915 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -3537782.000000 Penalty: 3070.679688
	Iteration 9F: 3 clusters Score -3537782 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24497 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -3538982.750000 Penalty: 3070.679688
	Iteration 10F: 3 clusters Score -3538983 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25964 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -3540115.000000 Penalty: 3070.679688
	Iteration 11Q: 3 clusters Score -3540115 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27203 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -3541115.000000 Penalty: 3070.679688
	Iteration 12Q: 3 clusters Score -3541115 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28149 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -3541895.000000 Penalty: 3070.679688
	Iteration 13Q: 3 clusters Score -3541895 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28818 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -3542492.000000 Penalty: 3070.679688
	Iteration 14Q: 3 clusters Score -3542492 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29273 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -3542889.250000 Penalty: 3070.679688
	Iteration 15Q: 3 clusters Score -3542889 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29515 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -3543080.750000 Penalty: 3070.679688
	Iteration 16Q: 3 clusters Score -3543081 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29654 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -3543223.750000 Penalty: 3070.679688
	Iteration 17Q: 3 clusters Score -3543224 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29730 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -3543302.500000 Penalty: 3070.679688
	Iteration 18Q: 3 clusters Score -3543302 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29790 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -3543366.750000 Penalty: 3070.679688
	Iteration 19Q: 3 clusters Score -3543367 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29814 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -3543398.250000 Penalty: 3070.679688
	Iteration 20F: 3 clusters Score -3543398 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29828 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -3543417.000000 Penalty: 3070.679688
	Iteration 21Q: 3 clusters Score -3543417 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29835 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -3543432.750000 Penalty: 3070.679688
	Iteration 22Q: 3 clusters Score -3543433 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29846 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -3543443.750000 Penalty: 3070.679688
	Iteration 23Q: 3 clusters Score -3543444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29848 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -3543446.250000 Penalty: 3070.679688
	Iteration 24Q: 3 clusters Score -3543446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29847 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -3543443.500000 Penalty: 3070.679688
	Iteration 25Q: 3 clusters Score -3543444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29848 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -3543448.000000 Penalty: 3070.679688
	Iteration 26Q: 3 clusters Score -3543448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29850 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3543445.750000 Penalty: 3070.679688
	Iteration 27Q: 3 clusters Score -3543446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29851 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -3543445.000000 Penalty: 3070.679688
	Iteration 28Q: 3 clusters Score -3543445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29854 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -3543449.000000 Penalty: 3070.679688
	Iteration 29Q: 3 clusters Score -3543449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29856 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -3543447.500000 Penalty: 3070.679688
	Iteration 30Q: 3 clusters Score -3543448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29859 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -3543448.250000 Penalty: 3070.679688
	Iteration 31Q: 3 clusters Score -3543448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29863 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -3543454.000000 Penalty: 3070.679688
	Iteration 32Q: 3 clusters Score -3543454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29865 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -3543458.500000 Penalty: 3070.679688
	Iteration 33Q: 3 clusters Score -3543458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29869 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -3543467.000000 Penalty: 3070.679688
	Iteration 34Q: 3 clusters Score -3543467 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29874 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -3543477.250000 Penalty: 3070.679688
	Iteration 35Q: 3 clusters Score -3543477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29880 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -3543482.750000 Penalty: 3070.679688
	Iteration 36Q: 3 clusters Score -3543483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29882 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -3543487.250000 Penalty: 3070.679688
	Iteration 37Q: 3 clusters Score -3543487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29887 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -3543486.750000 Penalty: 3070.679688
	Iteration 38Q: 3 clusters Score -3543487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29889 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -3543488.500000 Penalty: 3070.679688
	Iteration 39Q: 3 clusters Score -3543488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29893 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3543497.500000 Penalty: 3070.679688
	Iteration 40F: 3 clusters Score -3543498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29897 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3543498.500000 Penalty: 3070.679688
	Iteration 41Q: 3 clusters Score -3543498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29897 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3543497.750000 Penalty: 3070.679688
	Iteration 42Q: 3 clusters Score -3543498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29896 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -3543498.500000 Penalty: 3070.679688
	Iteration 43Q: 3 clusters Score -3543498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29895 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -3543499.000000 Penalty: 3070.679688
	Iteration 44Q: 3 clusters Score -3543499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29895 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -3543499.000000 Penalty: 3070.679688
	Iteration 45F: 3 clusters Score -3543499 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (16232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Entering Unmasked Estep 
Score: -2052299.125000 Penalty: 1442.577393
	Iteration 0F: 2 clusters Score -2052299 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -2041624.250000 Penalty: 2885.154785
	Iteration 0F: 3 clusters Score -2041624 nChanged 6920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -2045289.125000 Penalty: 2885.154785
	Iteration 1F: 3 clusters Score -2045289 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -2045604.375000 Penalty: 2885.154785
	Iteration 2F: 3 clusters Score -2045604 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -2045897.375000 Penalty: 2885.154785
	Iteration 3Q: 3 clusters Score -2045897 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -2046158.750000 Penalty: 2885.154785
	Iteration 4Q: 3 clusters Score -2046159 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -2046425.000000 Penalty: 2885.154785
	Iteration 5Q: 3 clusters Score -2046425 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -2046709.375000 Penalty: 2885.154785
	Iteration 6Q: 3 clusters Score -2046709 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -2047036.625000 Penalty: 2885.154785
	Iteration 7Q: 3 clusters Score -2047037 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -2047467.625000 Penalty: 2885.154785
	Iteration 8Q: 3 clusters Score -2047468 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -2048034.875000 Penalty: 2885.154785
	Iteration 9F: 3 clusters Score -2048035 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -2048623.375000 Penalty: 2885.154785
	Iteration 10F: 3 clusters Score -2048623 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -2049297.000000 Penalty: 2885.154785
	Iteration 11F: 3 clusters Score -2049297 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -2049889.750000 Penalty: 2885.154785
	Iteration 12Q: 3 clusters Score -2049890 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2050318.125000 Penalty: 2885.154785
	Iteration 13Q: 3 clusters Score -2050318 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2050594.375000 Penalty: 2885.154785
	Iteration 14Q: 3 clusters Score -2050594 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2050779.875000 Penalty: 2885.154785
	Iteration 15Q: 3 clusters Score -2050780 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2050914.375000 Penalty: 2885.154785
	Iteration 16Q: 3 clusters Score -2050914 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2051020.125000 Penalty: 2885.154785
	Iteration 17Q: 3 clusters Score -2051020 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2051117.500000 Penalty: 2885.154785
	Iteration 18Q: 3 clusters Score -2051118 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2051176.500000 Penalty: 2885.154785
	Iteration 19Q: 3 clusters Score -2051176 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2051210.875000 Penalty: 2885.154785
	Iteration 20F: 3 clusters Score -2051211 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2051229.250000 Penalty: 2885.154785
	Iteration 21Q: 3 clusters Score -2051229 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2051241.125000 Penalty: 2885.154785
	Iteration 22Q: 3 clusters Score -2051241 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2051258.625000 Penalty: 2885.154785
	Iteration 23Q: 3 clusters Score -2051259 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2051267.125000 Penalty: 2885.154785
	Iteration 24Q: 3 clusters Score -2051267 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2051272.500000 Penalty: 2885.154785
	Iteration 25Q: 3 clusters Score -2051272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2051273.750000 Penalty: 2885.154785
	Iteration 26Q: 3 clusters Score -2051274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2051277.000000 Penalty: 2885.154785
	Iteration 27Q: 3 clusters Score -2051277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -2051282.250000 Penalty: 2885.154785
	Iteration 28Q: 3 clusters Score -2051282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2051284.250000 Penalty: 2885.154785
	Iteration 29Q: 3 clusters Score -2051284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2051289.375000 Penalty: 2885.154785
	Iteration 30Q: 3 clusters Score -2051289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2051288.000000 Penalty: 2885.154785
	Iteration 31Q: 3 clusters Score -2051288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2051292.250000 Penalty: 2885.154785
	Iteration 32Q: 3 clusters Score -2051292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2051295.125000 Penalty: 2885.154785
	Iteration 33Q: 3 clusters Score -2051295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2051296.000000 Penalty: 2885.154785
	Iteration 34Q: 3 clusters Score -2051296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2051296.375000 Penalty: 2885.154785
	Iteration 35Q: 3 clusters Score -2051296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2051296.500000 Penalty: 2885.154785
	Iteration 36Q: 3 clusters Score -2051296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2051296.500000 Penalty: 2885.154785
	Iteration 37F: 3 clusters Score -2051296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Entering Unmasked Estep 
Score: -197948.859375 Penalty: 1117.958740
	Iteration 0F: 2 clusters Score -197948.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -196198.718750 Penalty: 2235.917480
	Iteration 0F: 3 clusters Score -196198.7 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -196626.406250 Penalty: 2235.917480
	Iteration 1F: 3 clusters Score -196626.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -196792.156250 Penalty: 2235.917480
	Iteration 2F: 3 clusters Score -196792.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -196900.281250 Penalty: 2235.917480
	Iteration 3F: 3 clusters Score -196900.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -196962.828125 Penalty: 2235.917480
	Iteration 4Q: 3 clusters Score -196962.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -197011.578125 Penalty: 2235.917480
	Iteration 5Q: 3 clusters Score -197011.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -197046.375000 Penalty: 2235.917480
	Iteration 6Q: 3 clusters Score -197046.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -197076.468750 Penalty: 2235.917480
	Iteration 7Q: 3 clusters Score -197076.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -197094.109375 Penalty: 2235.917480
	Iteration 8Q: 3 clusters Score -197094.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -197107.531250 Penalty: 2235.917480
	Iteration 9Q: 3 clusters Score -197107.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -197122.531250 Penalty: 2235.917480
	Iteration 10Q: 3 clusters Score -197122.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -197136.921875 Penalty: 2235.917480
	Iteration 11Q: 3 clusters Score -197136.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -197156.953125 Penalty: 2235.917480
	Iteration 12Q: 3 clusters Score -197157 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -197183.140625 Penalty: 2235.917480
	Iteration 13Q: 3 clusters Score -197183.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -197204.203125 Penalty: 2235.917480
	Iteration 14Q: 3 clusters Score -197204.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -197225.906250 Penalty: 2235.917480
	Iteration 15Q: 3 clusters Score -197225.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -197244.687500 Penalty: 2235.917480
	Iteration 16Q: 3 clusters Score -197244.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -197258.968750 Penalty: 2235.917480
	Iteration 17Q: 3 clusters Score -197259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -197269.796875 Penalty: 2235.917480
	Iteration 18Q: 3 clusters Score -197269.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -197289.343750 Penalty: 2235.917480
	Iteration 19Q: 3 clusters Score -197289.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -197304.281250 Penalty: 2235.917480
	Iteration 20F: 3 clusters Score -197304.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -197316.031250 Penalty: 2235.917480
	Iteration 21Q: 3 clusters Score -197316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -197327.406250 Penalty: 2235.917480
	Iteration 22Q: 3 clusters Score -197327.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -197336.765625 Penalty: 2235.917480
	Iteration 23Q: 3 clusters Score -197336.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -197340.500000 Penalty: 2235.917480
	Iteration 24Q: 3 clusters Score -197340.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -197347.093750 Penalty: 2235.917480
	Iteration 25Q: 3 clusters Score -197347.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -197353.734375 Penalty: 2235.917480
	Iteration 26Q: 3 clusters Score -197353.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -197357.500000 Penalty: 2235.917480
	Iteration 27Q: 3 clusters Score -197357.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -197362.421875 Penalty: 2235.917480
	Iteration 28Q: 3 clusters Score -197362.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -197369.015625 Penalty: 2235.917480
	Iteration 29Q: 3 clusters Score -197369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -197373.734375 Penalty: 2235.917480
	Iteration 30Q: 3 clusters Score -197373.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -197375.296875 Penalty: 2235.917480
	Iteration 31Q: 3 clusters Score -197375.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -197376.156250 Penalty: 2235.917480
	Iteration 32Q: 3 clusters Score -197376.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -197377.171875 Penalty: 2235.917480
	Iteration 33Q: 3 clusters Score -197377.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -197377.593750 Penalty: 2235.917480
	Iteration 34Q: 3 clusters Score -197377.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -197378.562500 Penalty: 2235.917480
	Iteration 35Q: 3 clusters Score -197378.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -197379.343750 Penalty: 2235.917480
	Iteration 36Q: 3 clusters Score -197379.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -197379.343750 Penalty: 2235.917480
	Iteration 37F: 3 clusters Score -197379.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Entering Unmasked Estep 
Score: -154748.484375 Penalty: 1075.584229
	Iteration 0F: 2 clusters Score -154748.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -153283.421875 Penalty: 2151.168457
	Iteration 0F: 3 clusters Score -153283.4 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -153687.078125 Penalty: 2151.168457
	Iteration 1F: 3 clusters Score -153687.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -153799.140625 Penalty: 2151.168457
	Iteration 2F: 3 clusters Score -153799.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -153855.937500 Penalty: 2151.168457
	Iteration 3Q: 3 clusters Score -153855.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -153889.125000 Penalty: 2151.168457
	Iteration 4Q: 3 clusters Score -153889.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -153909.312500 Penalty: 2151.168457
	Iteration 5Q: 3 clusters Score -153909.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -153920.921875 Penalty: 2151.168457
	Iteration 6Q: 3 clusters Score -153920.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -153927.328125 Penalty: 2151.168457
	Iteration 7Q: 3 clusters Score -153927.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -153930.000000 Penalty: 2151.168457
	Iteration 8Q: 3 clusters Score -153930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -153930.750000 Penalty: 2151.168457
	Iteration 9Q: 3 clusters Score -153930.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -153930.890625 Penalty: 2151.168457
	Iteration 10Q: 3 clusters Score -153930.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -153931.890625 Penalty: 2151.168457
	Iteration 11Q: 3 clusters Score -153931.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -153935.734375 Penalty: 2151.168457
	Iteration 12Q: 3 clusters Score -153935.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -153943.000000 Penalty: 2151.168457
	Iteration 13Q: 3 clusters Score -153943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -153949.906250 Penalty: 2151.168457
	Iteration 14Q: 3 clusters Score -153949.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -153951.859375 Penalty: 2151.168457
	Iteration 15Q: 3 clusters Score -153951.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -153955.718750 Penalty: 2151.168457
	Iteration 16Q: 3 clusters Score -153955.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -153958.156250 Penalty: 2151.168457
	Iteration 17Q: 3 clusters Score -153958.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -153958.531250 Penalty: 2151.168457
	Iteration 18Q: 3 clusters Score -153958.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -153959.843750 Penalty: 2151.168457
	Iteration 19Q: 3 clusters Score -153959.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -153960.625000 Penalty: 2151.168457
	Iteration 20F: 3 clusters Score -153960.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -153961.437500 Penalty: 2151.168457
	Iteration 21Q: 3 clusters Score -153961.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -153961.437500 Penalty: 2151.168457
	Iteration 22F: 3 clusters Score -153961.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Entering Unmasked Estep 
Score: -1111241.875000 Penalty: 1351.070679
	Iteration 0F: 2 clusters Score -1111242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1105291.000000 Penalty: 2702.141357
	Iteration 0F: 3 clusters Score -1105291 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1107189.000000 Penalty: 2702.141357
	Iteration 1F: 3 clusters Score -1107189 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1107431.625000 Penalty: 2702.141357
	Iteration 2F: 3 clusters Score -1107432 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1107576.500000 Penalty: 2702.141357
	Iteration 3Q: 3 clusters Score -1107576 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1107678.500000 Penalty: 2702.141357
	Iteration 4Q: 3 clusters Score -1107678 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1107777.500000 Penalty: 2702.141357
	Iteration 5Q: 3 clusters Score -1107778 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1107855.625000 Penalty: 2702.141357
	Iteration 6Q: 3 clusters Score -1107856 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1107919.000000 Penalty: 2702.141357
	Iteration 7Q: 3 clusters Score -1107919 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1107972.625000 Penalty: 2702.141357
	Iteration 8Q: 3 clusters Score -1107973 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1108019.250000 Penalty: 2702.141357
	Iteration 9Q: 3 clusters Score -1108019 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1108059.625000 Penalty: 2702.141357
	Iteration 10Q: 3 clusters Score -1108060 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1108099.375000 Penalty: 2702.141357
	Iteration 11Q: 3 clusters Score -1108099 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1108141.000000 Penalty: 2702.141357
	Iteration 12Q: 3 clusters Score -1108141 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1108193.500000 Penalty: 2702.141357
	Iteration 13Q: 3 clusters Score -1108194 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1108267.375000 Penalty: 2702.141357
	Iteration 14Q: 3 clusters Score -1108267 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1108349.125000 Penalty: 2702.141357
	Iteration 15Q: 3 clusters Score -1108349 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1108436.500000 Penalty: 2702.141357
	Iteration 16Q: 3 clusters Score -1108436 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1108530.250000 Penalty: 2702.141357
	Iteration 17Q: 3 clusters Score -1108530 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1108633.375000 Penalty: 2702.141357
	Iteration 18Q: 3 clusters Score -1108633 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1108741.500000 Penalty: 2702.141357
	Iteration 19Q: 3 clusters Score -1108742 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1108879.000000 Penalty: 2702.141357
	Iteration 20F: 3 clusters Score -1108879 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1109033.375000 Penalty: 2702.141357
	Iteration 21Q: 3 clusters Score -1109033 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1109184.125000 Penalty: 2702.141357
	Iteration 22Q: 3 clusters Score -1109184 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1109336.625000 Penalty: 2702.141357
	Iteration 23Q: 3 clusters Score -1109337 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1109483.875000 Penalty: 2702.141357
	Iteration 24Q: 3 clusters Score -1109484 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1109645.625000 Penalty: 2702.141357
	Iteration 25Q: 3 clusters Score -1109646 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1109772.750000 Penalty: 2702.141357
	Iteration 26Q: 3 clusters Score -1109773 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1109868.500000 Penalty: 2702.141357
	Iteration 27Q: 3 clusters Score -1109868 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1109954.250000 Penalty: 2702.141357
	Iteration 28Q: 3 clusters Score -1109954 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1110017.375000 Penalty: 2702.141357
	Iteration 29Q: 3 clusters Score -1110017 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1110052.750000 Penalty: 2702.141357
	Iteration 30Q: 3 clusters Score -1110053 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1110087.875000 Penalty: 2702.141357
	Iteration 31Q: 3 clusters Score -1110088 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1110104.250000 Penalty: 2702.141357
	Iteration 32Q: 3 clusters Score -1110104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1110116.875000 Penalty: 2702.141357
	Iteration 33Q: 3 clusters Score -1110117 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1110129.125000 Penalty: 2702.141357
	Iteration 34Q: 3 clusters Score -1110129 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1110135.125000 Penalty: 2702.141357
	Iteration 35Q: 3 clusters Score -1110135 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1110142.750000 Penalty: 2702.141357
	Iteration 36Q: 3 clusters Score -1110143 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1110149.375000 Penalty: 2702.141357
	Iteration 37Q: 3 clusters Score -1110149 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1110157.250000 Penalty: 2702.141357
	Iteration 38Q: 3 clusters Score -1110157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1110160.750000 Penalty: 2702.141357
	Iteration 39Q: 3 clusters Score -1110161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1110166.500000 Penalty: 2702.141357
	Iteration 40F: 3 clusters Score -1110166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1110166.500000 Penalty: 2702.141357
	Iteration 41Q: 3 clusters Score -1110166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1110166.500000 Penalty: 2702.141357
	Iteration 42F: 3 clusters Score -1110166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Entering Unmasked Estep 
Score: -18338.097656 Penalty: 821.593445
	Iteration 0F: 2 clusters Score -18338.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -17731.275391 Penalty: 1643.186890
	Iteration 0F: 3 clusters Score -17731.28 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -17822.376953 Penalty: 1643.186890
	Iteration 1F: 3 clusters Score -17822.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -17849.697266 Penalty: 1643.186890
	Iteration 2Q: 3 clusters Score -17849.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -17865.455078 Penalty: 1643.186890
	Iteration 3Q: 3 clusters Score -17865.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -17900.798828 Penalty: 1643.186890
	Iteration 4Q: 3 clusters Score -17900.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -17956.505859 Penalty: 1643.186890
	Iteration 5Q: 3 clusters Score -17956.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -17987.158203 Penalty: 1643.186890
	Iteration 6Q: 3 clusters Score -17987.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -18004.666016 Penalty: 1643.186890
	Iteration 7Q: 3 clusters Score -18004.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -18056.082031 Penalty: 1643.186890
	Iteration 8Q: 3 clusters Score -18056.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -18076.121094 Penalty: 1643.186890
	Iteration 9Q: 3 clusters Score -18076.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -18100.074219 Penalty: 1643.186890
	Iteration 10Q: 3 clusters Score -18100.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -18112.628906 Penalty: 1643.186890
	Iteration 11Q: 3 clusters Score -18112.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -18112.628906 Penalty: 1643.186890
	Iteration 12F: 3 clusters Score -18112.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Entering Unmasked Estep 
Score: -1462456.125000 Penalty: 1397.417114
	Iteration 0F: 2 clusters Score -1462456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1454516.375000 Penalty: 2794.834229
	Iteration 0F: 3 clusters Score -1454516 nChanged 4994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1457118.375000 Penalty: 2794.834229
	Iteration 1F: 3 clusters Score -1457118 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1457425.000000 Penalty: 2794.834229
	Iteration 2F: 3 clusters Score -1457425 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1457641.875000 Penalty: 2794.834229
	Iteration 3Q: 3 clusters Score -1457642 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1457818.125000 Penalty: 2794.834229
	Iteration 4Q: 3 clusters Score -1457818 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1457988.625000 Penalty: 2794.834229
	Iteration 5Q: 3 clusters Score -1457989 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1458164.000000 Penalty: 2794.834229
	Iteration 6Q: 3 clusters Score -1458164 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1458346.375000 Penalty: 2794.834229
	Iteration 7Q: 3 clusters Score -1458346 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1458544.500000 Penalty: 2794.834229
	Iteration 8Q: 3 clusters Score -1458544 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1458741.375000 Penalty: 2794.834229
	Iteration 9Q: 3 clusters Score -1458741 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1458997.375000 Penalty: 2794.834229
	Iteration 10Q: 3 clusters Score -1458997 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1459254.250000 Penalty: 2794.834229
	Iteration 11Q: 3 clusters Score -1459254 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1459463.000000 Penalty: 2794.834229
	Iteration 12Q: 3 clusters Score -1459463 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1459661.375000 Penalty: 2794.834229
	Iteration 13Q: 3 clusters Score -1459661 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1459844.125000 Penalty: 2794.834229
	Iteration 14Q: 3 clusters Score -1459844 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1460033.875000 Penalty: 2794.834229
	Iteration 15Q: 3 clusters Score -1460034 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1460221.500000 Penalty: 2794.834229
	Iteration 16Q: 3 clusters Score -1460222 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1460370.750000 Penalty: 2794.834229
	Iteration 17Q: 3 clusters Score -1460371 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1460495.875000 Penalty: 2794.834229
	Iteration 18Q: 3 clusters Score -1460496 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1460603.875000 Penalty: 2794.834229
	Iteration 19Q: 3 clusters Score -1460604 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1460699.000000 Penalty: 2794.834229
	Iteration 20F: 3 clusters Score -1460699 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1460793.125000 Penalty: 2794.834229
	Iteration 21Q: 3 clusters Score -1460793 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1460863.875000 Penalty: 2794.834229
	Iteration 22Q: 3 clusters Score -1460864 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1460932.875000 Penalty: 2794.834229
	Iteration 23Q: 3 clusters Score -1460933 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1460984.750000 Penalty: 2794.834229
	Iteration 24Q: 3 clusters Score -1460985 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1461029.125000 Penalty: 2794.834229
	Iteration 25Q: 3 clusters Score -1461029 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1461078.375000 Penalty: 2794.834229
	Iteration 26Q: 3 clusters Score -1461078 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1461130.625000 Penalty: 2794.834229
	Iteration 27Q: 3 clusters Score -1461131 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1461171.000000 Penalty: 2794.834229
	Iteration 28Q: 3 clusters Score -1461171 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1461208.250000 Penalty: 2794.834229
	Iteration 29Q: 3 clusters Score -1461208 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1461234.000000 Penalty: 2794.834229
	Iteration 30Q: 3 clusters Score -1461234 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1461257.625000 Penalty: 2794.834229
	Iteration 31Q: 3 clusters Score -1461258 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1461274.625000 Penalty: 2794.834229
	Iteration 32Q: 3 clusters Score -1461275 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1461283.625000 Penalty: 2794.834229
	Iteration 33Q: 3 clusters Score -1461284 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1461297.875000 Penalty: 2794.834229
	Iteration 34Q: 3 clusters Score -1461298 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1461305.875000 Penalty: 2794.834229
	Iteration 35Q: 3 clusters Score -1461306 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1461312.875000 Penalty: 2794.834229
	Iteration 36Q: 3 clusters Score -1461313 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1461319.250000 Penalty: 2794.834229
	Iteration 37Q: 3 clusters Score -1461319 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1461329.750000 Penalty: 2794.834229
	Iteration 38Q: 3 clusters Score -1461330 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1461338.375000 Penalty: 2794.834229
	Iteration 39Q: 3 clusters Score -1461338 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1461346.000000 Penalty: 2794.834229
	Iteration 40F: 3 clusters Score -1461346 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1461356.375000 Penalty: 2794.834229
	Iteration 41Q: 3 clusters Score -1461356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1461360.500000 Penalty: 2794.834229
	Iteration 42Q: 3 clusters Score -1461360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1461366.125000 Penalty: 2794.834229
	Iteration 43Q: 3 clusters Score -1461366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1461375.125000 Penalty: 2794.834229
	Iteration 44Q: 3 clusters Score -1461375 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1461381.500000 Penalty: 2794.834229
	Iteration 45Q: 3 clusters Score -1461382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1461385.750000 Penalty: 2794.834229
	Iteration 46Q: 3 clusters Score -1461386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1461388.375000 Penalty: 2794.834229
	Iteration 47Q: 3 clusters Score -1461388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1461393.125000 Penalty: 2794.834229
	Iteration 48Q: 3 clusters Score -1461393 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1461398.375000 Penalty: 2794.834229
	Iteration 49Q: 3 clusters Score -1461398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1461400.625000 Penalty: 2794.834229
	Iteration 50Q: 3 clusters Score -1461401 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1461402.250000 Penalty: 2794.834229
	Iteration 51Q: 3 clusters Score -1461402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1461404.875000 Penalty: 2794.834229
	Iteration 52Q: 3 clusters Score -1461405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1461408.625000 Penalty: 2794.834229
	Iteration 53Q: 3 clusters Score -1461409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1461408.250000 Penalty: 2794.834229
	Iteration 54Q: 3 clusters Score -1461408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1461409.875000 Penalty: 2794.834229
	Iteration 55Q: 3 clusters Score -1461410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1461409.875000 Penalty: 2794.834229
	Iteration 56F: 3 clusters Score -1461410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Entering Unmasked Estep 
Score: -705216.562500 Penalty: 1295.599609
	Iteration 0F: 2 clusters Score -705216.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -700861.687500 Penalty: 2591.199219
	Iteration 0F: 3 clusters Score -700861.7 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -702205.937500 Penalty: 2591.199219
	Iteration 1F: 3 clusters Score -702205.9 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -702589.812500 Penalty: 2591.199219
	Iteration 2F: 3 clusters Score -702589.8 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -702905.062500 Penalty: 2591.199219
	Iteration 3F: 3 clusters Score -702905.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -703141.062500 Penalty: 2591.199219
	Iteration 4F: 3 clusters Score -703141.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -703345.375000 Penalty: 2591.199219
	Iteration 5Q: 3 clusters Score -703345.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -703507.250000 Penalty: 2591.199219
	Iteration 6Q: 3 clusters Score -703507.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -703630.500000 Penalty: 2591.199219
	Iteration 7Q: 3 clusters Score -703630.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -703732.250000 Penalty: 2591.199219
	Iteration 8Q: 3 clusters Score -703732.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -703822.750000 Penalty: 2591.199219
	Iteration 9Q: 3 clusters Score -703822.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -703917.812500 Penalty: 2591.199219
	Iteration 10Q: 3 clusters Score -703917.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -703995.250000 Penalty: 2591.199219
	Iteration 11Q: 3 clusters Score -703995.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -704065.875000 Penalty: 2591.199219
	Iteration 12Q: 3 clusters Score -704065.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -704124.750000 Penalty: 2591.199219
	Iteration 13Q: 3 clusters Score -704124.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -704177.937500 Penalty: 2591.199219
	Iteration 14Q: 3 clusters Score -704177.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -704213.750000 Penalty: 2591.199219
	Iteration 15Q: 3 clusters Score -704213.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -704245.187500 Penalty: 2591.199219
	Iteration 16Q: 3 clusters Score -704245.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -704274.500000 Penalty: 2591.199219
	Iteration 17Q: 3 clusters Score -704274.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -704293.500000 Penalty: 2591.199219
	Iteration 18Q: 3 clusters Score -704293.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -704309.500000 Penalty: 2591.199219
	Iteration 19Q: 3 clusters Score -704309.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -704323.250000 Penalty: 2591.199219
	Iteration 20F: 3 clusters Score -704323.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -704335.937500 Penalty: 2591.199219
	Iteration 21Q: 3 clusters Score -704335.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -704347.375000 Penalty: 2591.199219
	Iteration 22Q: 3 clusters Score -704347.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -704358.000000 Penalty: 2591.199219
	Iteration 23Q: 3 clusters Score -704358 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -704368.625000 Penalty: 2591.199219
	Iteration 24Q: 3 clusters Score -704368.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -704374.875000 Penalty: 2591.199219
	Iteration 25Q: 3 clusters Score -704374.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -704385.437500 Penalty: 2591.199219
	Iteration 26Q: 3 clusters Score -704385.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -704392.187500 Penalty: 2591.199219
	Iteration 27Q: 3 clusters Score -704392.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -704400.500000 Penalty: 2591.199219
	Iteration 28Q: 3 clusters Score -704400.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -704411.187500 Penalty: 2591.199219
	Iteration 29Q: 3 clusters Score -704411.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -704416.687500 Penalty: 2591.199219
	Iteration 30Q: 3 clusters Score -704416.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -704420.000000 Penalty: 2591.199219
	Iteration 31Q: 3 clusters Score -704420 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -704427.062500 Penalty: 2591.199219
	Iteration 32Q: 3 clusters Score -704427.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -704435.187500 Penalty: 2591.199219
	Iteration 33Q: 3 clusters Score -704435.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -704446.125000 Penalty: 2591.199219
	Iteration 34Q: 3 clusters Score -704446.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -704454.750000 Penalty: 2591.199219
	Iteration 35Q: 3 clusters Score -704454.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -704463.312500 Penalty: 2591.199219
	Iteration 36Q: 3 clusters Score -704463.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -704469.125000 Penalty: 2591.199219
	Iteration 37Q: 3 clusters Score -704469.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -704476.687500 Penalty: 2591.199219
	Iteration 38Q: 3 clusters Score -704476.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -704481.437500 Penalty: 2591.199219
	Iteration 39Q: 3 clusters Score -704481.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -704485.125000 Penalty: 2591.199219
	Iteration 40F: 3 clusters Score -704485.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -704486.500000 Penalty: 2591.199219
	Iteration 41Q: 3 clusters Score -704486.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -704489.875000 Penalty: 2591.199219
	Iteration 42Q: 3 clusters Score -704489.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -704493.125000 Penalty: 2591.199219
	Iteration 43Q: 3 clusters Score -704493.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -704495.437500 Penalty: 2591.199219
	Iteration 44Q: 3 clusters Score -704495.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -704495.250000 Penalty: 2591.199219
	Iteration 45Q: 3 clusters Score -704495.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -704495.875000 Penalty: 2591.199219
	Iteration 46Q: 3 clusters Score -704495.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -704497.625000 Penalty: 2591.199219
	Iteration 47Q: 3 clusters Score -704497.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -704499.750000 Penalty: 2591.199219
	Iteration 48Q: 3 clusters Score -704499.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -704500.187500 Penalty: 2591.199219
	Iteration 49Q: 3 clusters Score -704500.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -704500.187500 Penalty: 2591.199219
	Iteration 50F: 3 clusters Score -704500.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (41074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41074 members 
Entering Unmasked Estep 
Score: -5052164.500000 Penalty: 1580.721924
	Iteration 0F: 2 clusters Score -5052164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 20667 members 
Entering Unmasked Estep 
Score: -5025538.500000 Penalty: 3161.443848
	Iteration 0F: 3 clusters Score -5025538 nChanged 18813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -5035790.000000 Penalty: 3161.443848
	Iteration 1F: 3 clusters Score -5035790 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Mstep: Class 2 contains 21475 members 
Entering Unmasked Estep 
Score: -5036301.500000 Penalty: 3161.443848
	Iteration 2Q: 3 clusters Score -5036302 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 21822 members 
Entering Unmasked Estep 
Score: -5036807.500000 Penalty: 3161.443848
	Iteration 3Q: 3 clusters Score -5036808 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 22344 members 
Entering Unmasked Estep 
Score: -5037359.000000 Penalty: 3161.443848
	Iteration 4Q: 3 clusters Score -5037359 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 23063 members 
Entering Unmasked Estep 
Score: -5037969.500000 Penalty: 3161.443848
	Iteration 5Q: 3 clusters Score -5037970 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 24088 members 
Entering Unmasked Estep 
Score: -5038695.000000 Penalty: 3161.443848
	Iteration 6Q: 3 clusters Score -5038695 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 25444 members 
Entering Unmasked Estep 
Score: -5039681.000000 Penalty: 3161.443848
	Iteration 7Q: 3 clusters Score -5039681 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 27116 members 
Entering Unmasked Estep 
Score: -5040928.500000 Penalty: 3161.443848
	Iteration 8Q: 3 clusters Score -5040928 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 29114 members 
Entering Unmasked Estep 
Score: -5042433.000000 Penalty: 3161.443848
	Iteration 9F: 3 clusters Score -5042433 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 31344 members 
Entering Unmasked Estep 
Score: -5044106.500000 Penalty: 3161.443848
	Iteration 10F: 3 clusters Score -5044106 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 33529 members 
Entering Unmasked Estep 
Score: -5045763.500000 Penalty: 3161.443848
	Iteration 11F: 3 clusters Score -5045764 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 35581 members 
Entering Unmasked Estep 
Score: -5047303.000000 Penalty: 3161.443848
	Iteration 12F: 3 clusters Score -5047303 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 37254 members 
Entering Unmasked Estep 
Score: -5048502.500000 Penalty: 3161.443848
	Iteration 13Q: 3 clusters Score -5048502 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 38451 members 
Entering Unmasked Estep 
Score: -5049368.500000 Penalty: 3161.443848
	Iteration 14Q: 3 clusters Score -5049368 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 39271 members 
Entering Unmasked Estep 
Score: -5049946.000000 Penalty: 3161.443848
	Iteration 15Q: 3 clusters Score -5049946 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 39766 members 
Entering Unmasked Estep 
Score: -5050298.500000 Penalty: 3161.443848
	Iteration 16Q: 3 clusters Score -5050298 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 40078 members 
Entering Unmasked Estep 
Score: -5050525.000000 Penalty: 3161.443848
	Iteration 17Q: 3 clusters Score -5050525 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 40276 members 
Entering Unmasked Estep 
Score: -5050677.500000 Penalty: 3161.443848
	Iteration 18Q: 3 clusters Score -5050678 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 40392 members 
Entering Unmasked Estep 
Score: -5050775.500000 Penalty: 3161.443848
	Iteration 19Q: 3 clusters Score -5050776 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 40465 members 
Entering Unmasked Estep 
Score: -5050844.500000 Penalty: 3161.443848
	Iteration 20F: 3 clusters Score -5050844 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 40516 members 
Entering Unmasked Estep 
Score: -5050896.000000 Penalty: 3161.443848
	Iteration 21Q: 3 clusters Score -5050896 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 40547 members 
Entering Unmasked Estep 
Score: -5050928.000000 Penalty: 3161.443848
	Iteration 22Q: 3 clusters Score -5050928 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 40575 members 
Entering Unmasked Estep 
Score: -5050955.500000 Penalty: 3161.443848
	Iteration 23Q: 3 clusters Score -5050956 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 40596 members 
Entering Unmasked Estep 
Score: -5050969.000000 Penalty: 3161.443848
	Iteration 24Q: 3 clusters Score -5050969 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 40613 members 
Entering Unmasked Estep 
Score: -5050978.000000 Penalty: 3161.443848
	Iteration 25Q: 3 clusters Score -5050978 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 40628 members 
Entering Unmasked Estep 
Score: -5050996.000000 Penalty: 3161.443848
	Iteration 26Q: 3 clusters Score -5050996 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 40640 members 
Entering Unmasked Estep 
Score: -5051013.500000 Penalty: 3161.443848
	Iteration 27Q: 3 clusters Score -5051014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 40646 members 
Entering Unmasked Estep 
Score: -5051022.500000 Penalty: 3161.443848
	Iteration 28Q: 3 clusters Score -5051022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 40649 members 
Entering Unmasked Estep 
Score: -5051020.500000 Penalty: 3161.443848
	Iteration 29Q: 3 clusters Score -5051020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 40654 members 
Entering Unmasked Estep 
Score: -5051026.500000 Penalty: 3161.443848
	Iteration 30Q: 3 clusters Score -5051026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 40656 members 
Entering Unmasked Estep 
Score: -5051025.500000 Penalty: 3161.443848
	Iteration 31Q: 3 clusters Score -5051026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 40659 members 
Entering Unmasked Estep 
Score: -5051028.000000 Penalty: 3161.443848
	Iteration 32Q: 3 clusters Score -5051028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 40658 members 
Entering Unmasked Estep 
Score: -5051035.000000 Penalty: 3161.443848
	Iteration 33Q: 3 clusters Score -5051035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 40658 members 
Entering Unmasked Estep 
Score: -5051036.000000 Penalty: 3161.443848
	Iteration 34Q: 3 clusters Score -5051036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 40662 members 
Entering Unmasked Estep 
Score: -5051036.000000 Penalty: 3161.443848
	Iteration 35Q: 3 clusters Score -5051036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 40662 members 
Entering Unmasked Estep 
Score: -5051036.000000 Penalty: 3161.443848
	Iteration 36F: 3 clusters Score -5051036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (22497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22497 members 
Entering Unmasked Estep 
Score: -2844783.500000 Penalty: 1491.145264
	Iteration 0F: 2 clusters Score -2844784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -2829989.000000 Penalty: 2982.290527
	Iteration 0F: 3 clusters Score -2829989 nChanged 10018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -2835465.500000 Penalty: 2982.290527
	Iteration 1F: 3 clusters Score -2835466 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -2836074.000000 Penalty: 2982.290527
	Iteration 2F: 3 clusters Score -2836074 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -2836773.500000 Penalty: 2982.290527
	Iteration 3F: 3 clusters Score -2836774 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -2837605.750000 Penalty: 2982.290527
	Iteration 4F: 3 clusters Score -2837606 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -2838517.500000 Penalty: 2982.290527
	Iteration 5F: 3 clusters Score -2838518 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -2839375.750000 Penalty: 2982.290527
	Iteration 6F: 3 clusters Score -2839376 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -2839990.000000 Penalty: 2982.290527
	Iteration 7F: 3 clusters Score -2839990 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -2840348.000000 Penalty: 2982.290527
	Iteration 8Q: 3 clusters Score -2840348 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -2840572.250000 Penalty: 2982.290527
	Iteration 9Q: 3 clusters Score -2840572 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -2840726.750000 Penalty: 2982.290527
	Iteration 10Q: 3 clusters Score -2840727 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -2840810.000000 Penalty: 2982.290527
	Iteration 11Q: 3 clusters Score -2840810 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -2840864.750000 Penalty: 2982.290527
	Iteration 12Q: 3 clusters Score -2840865 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -2840908.000000 Penalty: 2982.290527
	Iteration 13Q: 3 clusters Score -2840908 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -2840961.750000 Penalty: 2982.290527
	Iteration 14Q: 3 clusters Score -2840962 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -2841005.000000 Penalty: 2982.290527
	Iteration 15Q: 3 clusters Score -2841005 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -2841056.000000 Penalty: 2982.290527
	Iteration 16Q: 3 clusters Score -2841056 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -2841089.000000 Penalty: 2982.290527
	Iteration 17Q: 3 clusters Score -2841089 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -2841130.250000 Penalty: 2982.290527
	Iteration 18Q: 3 clusters Score -2841130 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -2841179.000000 Penalty: 2982.290527
	Iteration 19Q: 3 clusters Score -2841179 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -2841211.500000 Penalty: 2982.290527
	Iteration 20F: 3 clusters Score -2841212 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -2841272.000000 Penalty: 2982.290527
	Iteration 21Q: 3 clusters Score -2841272 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -2841325.250000 Penalty: 2982.290527
	Iteration 22Q: 3 clusters Score -2841325 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -2841398.750000 Penalty: 2982.290527
	Iteration 23Q: 3 clusters Score -2841399 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -2841476.750000 Penalty: 2982.290527
	Iteration 24Q: 3 clusters Score -2841477 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -2841590.000000 Penalty: 2982.290527
	Iteration 25Q: 3 clusters Score -2841590 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -2841720.750000 Penalty: 2982.290527
	Iteration 26Q: 3 clusters Score -2841721 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -2841854.750000 Penalty: 2982.290527
	Iteration 27Q: 3 clusters Score -2841855 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -2842034.000000 Penalty: 2982.290527
	Iteration 28Q: 3 clusters Score -2842034 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -2842216.500000 Penalty: 2982.290527
	Iteration 29Q: 3 clusters Score -2842216 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -2842406.250000 Penalty: 2982.290527
	Iteration 30Q: 3 clusters Score -2842406 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -2842590.750000 Penalty: 2982.290527
	Iteration 31Q: 3 clusters Score -2842591 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -2842774.250000 Penalty: 2982.290527
	Iteration 32Q: 3 clusters Score -2842774 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -2842947.250000 Penalty: 2982.290527
	Iteration 33Q: 3 clusters Score -2842947 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -2843101.000000 Penalty: 2982.290527
	Iteration 34Q: 3 clusters Score -2843101 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -2843225.250000 Penalty: 2982.290527
	Iteration 35Q: 3 clusters Score -2843225 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -2843350.750000 Penalty: 2982.290527
	Iteration 36Q: 3 clusters Score -2843351 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -2843451.750000 Penalty: 2982.290527
	Iteration 37Q: 3 clusters Score -2843452 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
Score: -2843524.500000 Penalty: 2982.290527
	Iteration 38Q: 3 clusters Score -2843524 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 20016 members 
Entering Unmasked Estep 
Score: -2843584.250000 Penalty: 2982.290527
	Iteration 39Q: 3 clusters Score -2843584 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 20155 members 
Entering Unmasked Estep 
Score: -2843618.250000 Penalty: 2982.290527
	Iteration 40F: 3 clusters Score -2843618 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 20273 members 
Entering Unmasked Estep 
Score: -2843664.000000 Penalty: 2982.290527
	Iteration 41Q: 3 clusters Score -2843664 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -2843700.500000 Penalty: 2982.290527
	Iteration 42Q: 3 clusters Score -2843700 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -2843726.500000 Penalty: 2982.290527
	Iteration 43Q: 3 clusters Score -2843726 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 20548 members 
Entering Unmasked Estep 
Score: -2843749.500000 Penalty: 2982.290527
	Iteration 44Q: 3 clusters Score -2843750 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -2843782.000000 Penalty: 2982.290527
	Iteration 45Q: 3 clusters Score -2843782 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -2843806.000000 Penalty: 2982.290527
	Iteration 46Q: 3 clusters Score -2843806 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -2843822.250000 Penalty: 2982.290527
	Iteration 47Q: 3 clusters Score -2843822 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -2843843.000000 Penalty: 2982.290527
	Iteration 48Q: 3 clusters Score -2843843 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 20809 members 
Entering Unmasked Estep 
Score: -2843853.250000 Penalty: 2982.290527
	Iteration 49Q: 3 clusters Score -2843853 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
Score: -2843865.750000 Penalty: 2982.290527
	Iteration 50Q: 3 clusters Score -2843866 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -2843865.750000 Penalty: 2982.290527
	Iteration 51Q: 3 clusters Score -2843866 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -2843882.250000 Penalty: 2982.290527
	Iteration 52Q: 3 clusters Score -2843882 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -2843886.250000 Penalty: 2982.290527
	Iteration 53Q: 3 clusters Score -2843886 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -2843892.250000 Penalty: 2982.290527
	Iteration 54Q: 3 clusters Score -2843892 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -2843904.750000 Penalty: 2982.290527
	Iteration 55Q: 3 clusters Score -2843905 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -2843907.250000 Penalty: 2982.290527
	Iteration 56Q: 3 clusters Score -2843907 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -2843905.000000 Penalty: 2982.290527
	Iteration 57Q: 3 clusters Score -2843905 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -2843911.000000 Penalty: 2982.290527
	Iteration 58Q: 3 clusters Score -2843911 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -2843913.750000 Penalty: 2982.290527
	Iteration 59Q: 3 clusters Score -2843914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 21013 members 
Entering Unmasked Estep 
Score: -2843922.500000 Penalty: 2982.290527
	Iteration 60F: 3 clusters Score -2843922 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 21030 members 
Entering Unmasked Estep 
Score: -2843918.250000 Penalty: 2982.290527
	Iteration 61Q: 3 clusters Score -2843918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 21038 members 
Entering Unmasked Estep 
Score: -2843924.750000 Penalty: 2982.290527
	Iteration 62Q: 3 clusters Score -2843925 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
Score: -2843928.750000 Penalty: 2982.290527
	Iteration 63Q: 3 clusters Score -2843929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 21054 members 
Entering Unmasked Estep 
Score: -2843929.750000 Penalty: 2982.290527
	Iteration 64Q: 3 clusters Score -2843930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
Score: -2843934.500000 Penalty: 2982.290527
	Iteration 65Q: 3 clusters Score -2843934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 21069 members 
Entering Unmasked Estep 
Score: -2843937.750000 Penalty: 2982.290527
	Iteration 66Q: 3 clusters Score -2843938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -2843944.750000 Penalty: 2982.290527
	Iteration 67Q: 3 clusters Score -2843945 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 21085 members 
Entering Unmasked Estep 
Score: -2843943.750000 Penalty: 2982.290527
	Iteration 68Q: 3 clusters Score -2843944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -2843948.000000 Penalty: 2982.290527
	Iteration 69Q: 3 clusters Score -2843948 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 21102 members 
Entering Unmasked Estep 
Score: -2843951.250000 Penalty: 2982.290527
	Iteration 70Q: 3 clusters Score -2843951 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -2843959.000000 Penalty: 2982.290527
	Iteration 71Q: 3 clusters Score -2843959 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
Score: -2843965.500000 Penalty: 2982.290527
	Iteration 72Q: 3 clusters Score -2843966 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 21143 members 
Entering Unmasked Estep 
Score: -2843969.750000 Penalty: 2982.290527
	Iteration 73Q: 3 clusters Score -2843970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 21151 members 
Entering Unmasked Estep 
Score: -2843972.000000 Penalty: 2982.290527
	Iteration 74Q: 3 clusters Score -2843972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 21162 members 
Entering Unmasked Estep 
Score: -2843975.500000 Penalty: 2982.290527
	Iteration 75Q: 3 clusters Score -2843976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -2843982.250000 Penalty: 2982.290527
	Iteration 76Q: 3 clusters Score -2843982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -2843983.250000 Penalty: 2982.290527
	Iteration 77Q: 3 clusters Score -2843983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 21177 members 
Entering Unmasked Estep 
Score: -2843983.250000 Penalty: 2982.290527
	Iteration 78Q: 3 clusters Score -2843983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -2843980.250000 Penalty: 2982.290527
	Iteration 79Q: 3 clusters Score -2843980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -2843979.500000 Penalty: 2982.290527
	Iteration 80F: 3 clusters Score -2843980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -2843978.750000 Penalty: 2982.290527
	Iteration 81Q: 3 clusters Score -2843979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 21185 members 
Entering Unmasked Estep 
Score: -2843978.250000 Penalty: 2982.290527
	Iteration 82Q: 3 clusters Score -2843978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
Score: -2843981.500000 Penalty: 2982.290527
	Iteration 83Q: 3 clusters Score -2843982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -2843979.500000 Penalty: 2982.290527
	Iteration 84Q: 3 clusters Score -2843980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -2843981.000000 Penalty: 2982.290527
	Iteration 85Q: 3 clusters Score -2843981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 21194 members 
Entering Unmasked Estep 
Score: -2843981.750000 Penalty: 2982.290527
	Iteration 86Q: 3 clusters Score -2843982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -2843981.750000 Penalty: 2982.290527
	Iteration 87Q: 3 clusters Score -2843982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 21203 members 
Entering Unmasked Estep 
Score: -2843986.250000 Penalty: 2982.290527
	Iteration 88Q: 3 clusters Score -2843986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -2843989.000000 Penalty: 2982.290527
	Iteration 89Q: 3 clusters Score -2843989 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 21213 members 
Entering Unmasked Estep 
Score: -2843988.500000 Penalty: 2982.290527
	Iteration 90Q: 3 clusters Score -2843988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
Score: -2843991.750000 Penalty: 2982.290527
	Iteration 91Q: 3 clusters Score -2843992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -2843991.500000 Penalty: 2982.290527
	Iteration 92Q: 3 clusters Score -2843992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 21226 members 
Entering Unmasked Estep 
Score: -2843991.250000 Penalty: 2982.290527
	Iteration 93Q: 3 clusters Score -2843991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -2843989.000000 Penalty: 2982.290527
	Iteration 94Q: 3 clusters Score -2843989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 21234 members 
Entering Unmasked Estep 
Score: -2843994.500000 Penalty: 2982.290527
	Iteration 95Q: 3 clusters Score -2843994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 21237 members 
Entering Unmasked Estep 
Score: -2843994.000000 Penalty: 2982.290527
	Iteration 96Q: 3 clusters Score -2843994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -2843995.000000 Penalty: 2982.290527
	Iteration 97Q: 3 clusters Score -2843995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 21243 members 
Entering Unmasked Estep 
Score: -2843997.500000 Penalty: 2982.290527
	Iteration 98Q: 3 clusters Score -2843998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -2843998.750000 Penalty: 2982.290527
	Iteration 99Q: 3 clusters Score -2843999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 21249 members 
Entering Unmasked Estep 
Score: -2843997.750000 Penalty: 2982.290527
	Iteration 100F: 3 clusters Score -2843998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 21251 members 
Entering Unmasked Estep 
Score: -2844000.500000 Penalty: 2982.290527
	Iteration 101Q: 3 clusters Score -2844000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -2844002.250000 Penalty: 2982.290527
	Iteration 102Q: 3 clusters Score -2844002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 21254 members 
Entering Unmasked Estep 
Score: -2844001.250000 Penalty: 2982.290527
	Iteration 103Q: 3 clusters Score -2844001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 21254 members 
Entering Unmasked Estep 
Score: -2844001.250000 Penalty: 2982.290527
	Iteration 104F: 3 clusters Score -2844001 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Entering Unmasked Estep 
Score: -618425.937500 Penalty: 1272.735840
	Iteration 0F: 2 clusters Score -618425.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -614693.375000 Penalty: 2545.471680
	Iteration 0F: 3 clusters Score -614693.4 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -615875.812500 Penalty: 2545.471680
	Iteration 1F: 3 clusters Score -615875.8 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -616115.562500 Penalty: 2545.471680
	Iteration 2F: 3 clusters Score -616115.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -616256.125000 Penalty: 2545.471680
	Iteration 3Q: 3 clusters Score -616256.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -616346.250000 Penalty: 2545.471680
	Iteration 4Q: 3 clusters Score -616346.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -616399.625000 Penalty: 2545.471680
	Iteration 5Q: 3 clusters Score -616399.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -616440.812500 Penalty: 2545.471680
	Iteration 6Q: 3 clusters Score -616440.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -616473.375000 Penalty: 2545.471680
	Iteration 7Q: 3 clusters Score -616473.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -616503.187500 Penalty: 2545.471680
	Iteration 8Q: 3 clusters Score -616503.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -616523.187500 Penalty: 2545.471680
	Iteration 9Q: 3 clusters Score -616523.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -616540.312500 Penalty: 2545.471680
	Iteration 10Q: 3 clusters Score -616540.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -616555.562500 Penalty: 2545.471680
	Iteration 11Q: 3 clusters Score -616555.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -616564.625000 Penalty: 2545.471680
	Iteration 12Q: 3 clusters Score -616564.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -616573.187500 Penalty: 2545.471680
	Iteration 13Q: 3 clusters Score -616573.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -616586.750000 Penalty: 2545.471680
	Iteration 14Q: 3 clusters Score -616586.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -616598.750000 Penalty: 2545.471680
	Iteration 15Q: 3 clusters Score -616598.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -616615.875000 Penalty: 2545.471680
	Iteration 16Q: 3 clusters Score -616615.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -616635.187500 Penalty: 2545.471680
	Iteration 17Q: 3 clusters Score -616635.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -616655.812500 Penalty: 2545.471680
	Iteration 18Q: 3 clusters Score -616655.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -616676.125000 Penalty: 2545.471680
	Iteration 19Q: 3 clusters Score -616676.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -616698.187500 Penalty: 2545.471680
	Iteration 20F: 3 clusters Score -616698.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -616727.187500 Penalty: 2545.471680
	Iteration 21Q: 3 clusters Score -616727.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -616753.375000 Penalty: 2545.471680
	Iteration 22Q: 3 clusters Score -616753.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -616778.375000 Penalty: 2545.471680
	Iteration 23Q: 3 clusters Score -616778.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -616797.375000 Penalty: 2545.471680
	Iteration 24Q: 3 clusters Score -616797.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -616821.937500 Penalty: 2545.471680
	Iteration 25Q: 3 clusters Score -616821.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -616844.000000 Penalty: 2545.471680
	Iteration 26Q: 3 clusters Score -616844 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -616877.187500 Penalty: 2545.471680
	Iteration 27Q: 3 clusters Score -616877.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -616911.125000 Penalty: 2545.471680
	Iteration 28Q: 3 clusters Score -616911.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -616936.687500 Penalty: 2545.471680
	Iteration 29Q: 3 clusters Score -616936.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -616970.000000 Penalty: 2545.471680
	Iteration 30Q: 3 clusters Score -616970 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -617015.625000 Penalty: 2545.471680
	Iteration 31Q: 3 clusters Score -617015.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -617057.687500 Penalty: 2545.471680
	Iteration 32Q: 3 clusters Score -617057.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -617101.750000 Penalty: 2545.471680
	Iteration 33Q: 3 clusters Score -617101.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -617150.875000 Penalty: 2545.471680
	Iteration 34Q: 3 clusters Score -617150.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -617192.562500 Penalty: 2545.471680
	Iteration 35Q: 3 clusters Score -617192.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -617218.750000 Penalty: 2545.471680
	Iteration 36Q: 3 clusters Score -617218.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -617249.687500 Penalty: 2545.471680
	Iteration 37Q: 3 clusters Score -617249.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -617279.312500 Penalty: 2545.471680
	Iteration 38Q: 3 clusters Score -617279.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -617301.187500 Penalty: 2545.471680
	Iteration 39Q: 3 clusters Score -617301.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -617323.437500 Penalty: 2545.471680
	Iteration 40F: 3 clusters Score -617323.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -617340.125000 Penalty: 2545.471680
	Iteration 41Q: 3 clusters Score -617340.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -617357.500000 Penalty: 2545.471680
	Iteration 42Q: 3 clusters Score -617357.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -617383.312500 Penalty: 2545.471680
	Iteration 43Q: 3 clusters Score -617383.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -617401.500000 Penalty: 2545.471680
	Iteration 44Q: 3 clusters Score -617401.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -617421.937500 Penalty: 2545.471680
	Iteration 45Q: 3 clusters Score -617421.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -617448.562500 Penalty: 2545.471680
	Iteration 46Q: 3 clusters Score -617448.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -617465.812500 Penalty: 2545.471680
	Iteration 47Q: 3 clusters Score -617465.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -617473.437500 Penalty: 2545.471680
	Iteration 48Q: 3 clusters Score -617473.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -617476.312500 Penalty: 2545.471680
	Iteration 49Q: 3 clusters Score -617476.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -617476.312500 Penalty: 2545.471680
	Iteration 50F: 3 clusters Score -617476.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Entering Unmasked Estep 
Score: -535028.875000 Penalty: 1254.530151
	Iteration 0F: 2 clusters Score -535028.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -531561.875000 Penalty: 2509.060303
	Iteration 0F: 3 clusters Score -531561.9 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -532601.625000 Penalty: 2509.060303
	Iteration 1F: 3 clusters Score -532601.6 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -532861.937500 Penalty: 2509.060303
	Iteration 2F: 3 clusters Score -532861.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -533034.437500 Penalty: 2509.060303
	Iteration 3F: 3 clusters Score -533034.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -533197.250000 Penalty: 2509.060303
	Iteration 4Q: 3 clusters Score -533197.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -533373.625000 Penalty: 2509.060303
	Iteration 5Q: 3 clusters Score -533373.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -533536.562500 Penalty: 2509.060303
	Iteration 6Q: 3 clusters Score -533536.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -533706.312500 Penalty: 2509.060303
	Iteration 7Q: 3 clusters Score -533706.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -533865.250000 Penalty: 2509.060303
	Iteration 8Q: 3 clusters Score -533865.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -533987.562500 Penalty: 2509.060303
	Iteration 9Q: 3 clusters Score -533987.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -534104.812500 Penalty: 2509.060303
	Iteration 10Q: 3 clusters Score -534104.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -534203.687500 Penalty: 2509.060303
	Iteration 11Q: 3 clusters Score -534203.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -534262.187500 Penalty: 2509.060303
	Iteration 12Q: 3 clusters Score -534262.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -534298.625000 Penalty: 2509.060303
	Iteration 13Q: 3 clusters Score -534298.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -534332.250000 Penalty: 2509.060303
	Iteration 14Q: 3 clusters Score -534332.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -534359.750000 Penalty: 2509.060303
	Iteration 15Q: 3 clusters Score -534359.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -534386.562500 Penalty: 2509.060303
	Iteration 16Q: 3 clusters Score -534386.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -534414.875000 Penalty: 2509.060303
	Iteration 17Q: 3 clusters Score -534414.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -534444.375000 Penalty: 2509.060303
	Iteration 18Q: 3 clusters Score -534444.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -534464.562500 Penalty: 2509.060303
	Iteration 19Q: 3 clusters Score -534464.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -534479.687500 Penalty: 2509.060303
	Iteration 20F: 3 clusters Score -534479.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -534490.312500 Penalty: 2509.060303
	Iteration 21Q: 3 clusters Score -534490.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -534497.875000 Penalty: 2509.060303
	Iteration 22Q: 3 clusters Score -534497.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -534502.687500 Penalty: 2509.060303
	Iteration 23Q: 3 clusters Score -534502.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -534505.312500 Penalty: 2509.060303
	Iteration 24Q: 3 clusters Score -534505.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -534508.562500 Penalty: 2509.060303
	Iteration 25Q: 3 clusters Score -534508.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -534512.437500 Penalty: 2509.060303
	Iteration 26Q: 3 clusters Score -534512.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -534514.437500 Penalty: 2509.060303
	Iteration 27Q: 3 clusters Score -534514.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -534516.812500 Penalty: 2509.060303
	Iteration 28Q: 3 clusters Score -534516.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -534519.375000 Penalty: 2509.060303
	Iteration 29Q: 3 clusters Score -534519.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -534522.875000 Penalty: 2509.060303
	Iteration 30Q: 3 clusters Score -534522.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -534526.125000 Penalty: 2509.060303
	Iteration 31Q: 3 clusters Score -534526.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -534528.562500 Penalty: 2509.060303
	Iteration 32Q: 3 clusters Score -534528.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -534528.687500 Penalty: 2509.060303
	Iteration 33Q: 3 clusters Score -534528.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -534528.687500 Penalty: 2509.060303
	Iteration 34F: 3 clusters Score -534528.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Entering Unmasked Estep 
Score: -60176.351562 Penalty: 964.458679
	Iteration 0F: 2 clusters Score -60176.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -59249.140625 Penalty: 1928.917358
	Iteration 0F: 3 clusters Score -59249.14 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -59627.976562 Penalty: 1928.917358
	Iteration 1F: 3 clusters Score -59627.98 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -59742.742188 Penalty: 1928.917358
	Iteration 2F: 3 clusters Score -59742.74 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -59809.906250 Penalty: 1928.917358
	Iteration 3Q: 3 clusters Score -59809.91 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -59872.796875 Penalty: 1928.917358
	Iteration 4Q: 3 clusters Score -59872.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -59912.222656 Penalty: 1928.917358
	Iteration 5Q: 3 clusters Score -59912.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -59924.179688 Penalty: 1928.917358
	Iteration 6Q: 3 clusters Score -59924.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -59927.156250 Penalty: 1928.917358
	Iteration 7Q: 3 clusters Score -59927.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -59930.015625 Penalty: 1928.917358
	Iteration 8Q: 3 clusters Score -59930.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -59930.968750 Penalty: 1928.917358
	Iteration 9Q: 3 clusters Score -59930.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -59930.968750 Penalty: 1928.917358
	Iteration 10F: 3 clusters Score -59930.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (10947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Entering Unmasked Estep 
Score: -1331652.125000 Penalty: 1383.962036
	Iteration 0F: 2 clusters Score -1331652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1324416.125000 Penalty: 2767.924072
	Iteration 0F: 3 clusters Score -1324416 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1326773.500000 Penalty: 2767.924072
	Iteration 1F: 3 clusters Score -1326774 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1327043.625000 Penalty: 2767.924072
	Iteration 2F: 3 clusters Score -1327044 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1327222.375000 Penalty: 2767.924072
	Iteration 3Q: 3 clusters Score -1327222 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1327372.750000 Penalty: 2767.924072
	Iteration 4Q: 3 clusters Score -1327373 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1327506.000000 Penalty: 2767.924072
	Iteration 5Q: 3 clusters Score -1327506 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1327629.750000 Penalty: 2767.924072
	Iteration 6Q: 3 clusters Score -1327630 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1327758.125000 Penalty: 2767.924072
	Iteration 7Q: 3 clusters Score -1327758 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1327898.375000 Penalty: 2767.924072
	Iteration 8Q: 3 clusters Score -1327898 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1328011.875000 Penalty: 2767.924072
	Iteration 9Q: 3 clusters Score -1328012 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1328127.125000 Penalty: 2767.924072
	Iteration 10Q: 3 clusters Score -1328127 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1328282.000000 Penalty: 2767.924072
	Iteration 11Q: 3 clusters Score -1328282 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1328452.375000 Penalty: 2767.924072
	Iteration 12Q: 3 clusters Score -1328452 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1328659.625000 Penalty: 2767.924072
	Iteration 13Q: 3 clusters Score -1328660 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1328859.875000 Penalty: 2767.924072
	Iteration 14Q: 3 clusters Score -1328860 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1329107.625000 Penalty: 2767.924072
	Iteration 15Q: 3 clusters Score -1329108 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1329380.750000 Penalty: 2767.924072
	Iteration 16Q: 3 clusters Score -1329381 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1329634.125000 Penalty: 2767.924072
	Iteration 17Q: 3 clusters Score -1329634 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1329843.625000 Penalty: 2767.924072
	Iteration 18Q: 3 clusters Score -1329844 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -1329997.625000 Penalty: 2767.924072
	Iteration 19Q: 3 clusters Score -1329998 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1330132.625000 Penalty: 2767.924072
	Iteration 20F: 3 clusters Score -1330133 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -1330236.375000 Penalty: 2767.924072
	Iteration 21Q: 3 clusters Score -1330236 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1330315.125000 Penalty: 2767.924072
	Iteration 22Q: 3 clusters Score -1330315 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -1330381.875000 Penalty: 2767.924072
	Iteration 23Q: 3 clusters Score -1330382 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1330429.125000 Penalty: 2767.924072
	Iteration 24Q: 3 clusters Score -1330429 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1330471.125000 Penalty: 2767.924072
	Iteration 25Q: 3 clusters Score -1330471 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1330525.125000 Penalty: 2767.924072
	Iteration 26Q: 3 clusters Score -1330525 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1330559.250000 Penalty: 2767.924072
	Iteration 27Q: 3 clusters Score -1330559 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -1330583.125000 Penalty: 2767.924072
	Iteration 28Q: 3 clusters Score -1330583 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1330610.375000 Penalty: 2767.924072
	Iteration 29Q: 3 clusters Score -1330610 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1330626.500000 Penalty: 2767.924072
	Iteration 30Q: 3 clusters Score -1330626 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1330637.250000 Penalty: 2767.924072
	Iteration 31Q: 3 clusters Score -1330637 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1330652.500000 Penalty: 2767.924072
	Iteration 32Q: 3 clusters Score -1330652 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1330665.875000 Penalty: 2767.924072
	Iteration 33Q: 3 clusters Score -1330666 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1330672.000000 Penalty: 2767.924072
	Iteration 34Q: 3 clusters Score -1330672 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -1330680.125000 Penalty: 2767.924072
	Iteration 35Q: 3 clusters Score -1330680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1330686.250000 Penalty: 2767.924072
	Iteration 36Q: 3 clusters Score -1330686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1330694.750000 Penalty: 2767.924072
	Iteration 37Q: 3 clusters Score -1330695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -1330697.750000 Penalty: 2767.924072
	Iteration 38Q: 3 clusters Score -1330698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -1330698.375000 Penalty: 2767.924072
	Iteration 39Q: 3 clusters Score -1330698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1330699.750000 Penalty: 2767.924072
	Iteration 40F: 3 clusters Score -1330700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1330701.875000 Penalty: 2767.924072
	Iteration 41Q: 3 clusters Score -1330702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -1330702.250000 Penalty: 2767.924072
	Iteration 42Q: 3 clusters Score -1330702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -1330704.000000 Penalty: 2767.924072
	Iteration 43Q: 3 clusters Score -1330704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -1330703.250000 Penalty: 2767.924072
	Iteration 44Q: 3 clusters Score -1330703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -1330708.375000 Penalty: 2767.924072
	Iteration 45Q: 3 clusters Score -1330708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1330710.875000 Penalty: 2767.924072
	Iteration 46Q: 3 clusters Score -1330711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -1330710.875000 Penalty: 2767.924072
	Iteration 47Q: 3 clusters Score -1330711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1330709.625000 Penalty: 2767.924072
	Iteration 48Q: 3 clusters Score -1330710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1330709.625000 Penalty: 2767.924072
	Iteration 49F: 3 clusters Score -1330710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Entering Unmasked Estep 
Score: -20432.458984 Penalty: 840.567383
	Iteration 0F: 2 clusters Score -20432.46 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 116 members 
Entering Unmasked Estep 
Score: -19737.425781 Penalty: 1681.134766
	Iteration 0F: 3 clusters Score -19737.43 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -19868.906250 Penalty: 1681.134766
	Iteration 1F: 3 clusters Score -19868.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -19948.750000 Penalty: 1681.134766
	Iteration 2Q: 3 clusters Score -19948.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -19997.796875 Penalty: 1681.134766
	Iteration 3Q: 3 clusters Score -19997.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -20010.152344 Penalty: 1681.134766
	Iteration 4Q: 3 clusters Score -20010.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -20025.033203 Penalty: 1681.134766
	Iteration 5Q: 3 clusters Score -20025.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -20040.937500 Penalty: 1681.134766
	Iteration 6Q: 3 clusters Score -20040.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -20046.876953 Penalty: 1681.134766
	Iteration 7Q: 3 clusters Score -20046.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -20052.384766 Penalty: 1681.134766
	Iteration 8Q: 3 clusters Score -20052.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -20052.384766 Penalty: 1681.134766
	Iteration 9F: 3 clusters Score -20052.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Entering Unmasked Estep 
Score: -132162.125000 Penalty: 1047.501465
	Iteration 0F: 2 clusters Score -132162.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -130798.156250 Penalty: 2095.002930
	Iteration 0F: 3 clusters Score -130798.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -131096.046875 Penalty: 2095.002930
	Iteration 1F: 3 clusters Score -131096 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -131179.437500 Penalty: 2095.002930
	Iteration 2F: 3 clusters Score -131179.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -131219.453125 Penalty: 2095.002930
	Iteration 3Q: 3 clusters Score -131219.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -131247.218750 Penalty: 2095.002930
	Iteration 4Q: 3 clusters Score -131247.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -131258.593750 Penalty: 2095.002930
	Iteration 5Q: 3 clusters Score -131258.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -131263.406250 Penalty: 2095.002930
	Iteration 6Q: 3 clusters Score -131263.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -131265.093750 Penalty: 2095.002930
	Iteration 7Q: 3 clusters Score -131265.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -131265.531250 Penalty: 2095.002930
	Iteration 8Q: 3 clusters Score -131265.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -131266.265625 Penalty: 2095.002930
	Iteration 9Q: 3 clusters Score -131266.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -131268.171875 Penalty: 2095.002930
	Iteration 10Q: 3 clusters Score -131268.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -131271.640625 Penalty: 2095.002930
	Iteration 11Q: 3 clusters Score -131271.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -131274.671875 Penalty: 2095.002930
	Iteration 12Q: 3 clusters Score -131274.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -131279.718750 Penalty: 2095.002930
	Iteration 13Q: 3 clusters Score -131279.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -131283.171875 Penalty: 2095.002930
	Iteration 14Q: 3 clusters Score -131283.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -131284.656250 Penalty: 2095.002930
	Iteration 15Q: 3 clusters Score -131284.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -131286.156250 Penalty: 2095.002930
	Iteration 16Q: 3 clusters Score -131286.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -131286.609375 Penalty: 2095.002930
	Iteration 17Q: 3 clusters Score -131286.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -131286.609375 Penalty: 2095.002930
	Iteration 18F: 3 clusters Score -131286.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Entering Unmasked Estep 
Score: -44557.851562 Penalty: 891.901489
	Iteration 0F: 2 clusters Score -44557.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -43735.527344 Penalty: 1783.802979
	Iteration 0F: 3 clusters Score -43735.53 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -43909.707031 Penalty: 1783.802979
	Iteration 1F: 3 clusters Score -43909.71 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -44008.101562 Penalty: 1783.802979
	Iteration 2F: 3 clusters Score -44008.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -44096.410156 Penalty: 1783.802979
	Iteration 3Q: 3 clusters Score -44096.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -44146.464844 Penalty: 1783.802979
	Iteration 4Q: 3 clusters Score -44146.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -44241.660156 Penalty: 1783.802979
	Iteration 5Q: 3 clusters Score -44241.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -44317.027344 Penalty: 1783.802979
	Iteration 6Q: 3 clusters Score -44317.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -44403.285156 Penalty: 1783.802979
	Iteration 7Q: 3 clusters Score -44403.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -44507.742188 Penalty: 1783.802979
	Iteration 8Q: 3 clusters Score -44507.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -44566.933594 Penalty: 1783.802979
	Iteration 9Q: 3 clusters Score -44566.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -44605.535156 Penalty: 1783.802979
	Iteration 10Q: 3 clusters Score -44605.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -44650.519531 Penalty: 1783.802979
	Iteration 11Q: 3 clusters Score -44650.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -44678.839844 Penalty: 1783.802979
	Iteration 12Q: 3 clusters Score -44678.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -44695.382812 Penalty: 1783.802979
	Iteration 13Q: 3 clusters Score -44695.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -44699.847656 Penalty: 1783.802979
	Iteration 14Q: 3 clusters Score -44699.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -44699.847656 Penalty: 1783.802979
	Iteration 15F: 3 clusters Score -44699.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27144 members 
Mstep: Class 4 contains 34991 members 
Mstep: Class 5 contains 50372 members 
Mstep: Class 6 contains 24133 members 
Mstep: Class 7 contains 18181 members 
Mstep: Class 8 contains 8894 members 
Mstep: Class 9 contains 72618 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48147 members 
Mstep: Class 13 contains 34452 members 
Mstep: Class 14 contains 3271 members 
Mstep: Class 15 contains 5680 members 
Mstep: Class 16 contains 17828 members 
Mstep: Class 17 contains 10365 members 
Mstep: Class 18 contains 30277 members 
Mstep: Class 19 contains 16232 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1378 members 
Mstep: Class 22 contains 8776 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11983 members 
Mstep: Class 25 contains 6045 members 
Mstep: Class 26 contains 41074 members 
Mstep: Class 27 contains 22497 members 
Mstep: Class 28 contains 5184 members 
Mstep: Class 29 contains 4587 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10947 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 145 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35616 members 
Mstep: Class 38 contains 60210 members 
Mstep: Class 39 contains 5766 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10179 members 
Mstep: Class 43 contains 4036 members 
Mstep: Class 44 contains 256 members 
Entering Unmasked Estep 
Score: -80998888.000000 Penalty: 87800.648438
Splitting cluster 34 changes total score from -80999920.000000 to -80998888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Entering Unmasked Estep 
Score: -9760.527344 Penalty: 753.314148
	Iteration 0F: 2 clusters Score -9760.527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -9386.144531 Penalty: 1506.628296
	Iteration 0F: 3 clusters Score -9386.145 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -9497.369141 Penalty: 1506.628296
	Iteration 1F: 3 clusters Score -9497.369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -9521.429688 Penalty: 1506.628296
	Iteration 2Q: 3 clusters Score -9521.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9524.657227 Penalty: 1506.628296
	Iteration 3Q: 3 clusters Score -9524.657 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9524.657227 Penalty: 1506.628296
	Iteration 4F: 3 clusters Score -9524.657 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Entering Unmasked Estep 
Score: -26646.306641 Penalty: 846.221985
	Iteration 0F: 2 clusters Score -26646.31 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 142 members 
Entering Unmasked Estep 
Score: -25909.400391 Penalty: 1692.443970
	Iteration 0F: 3 clusters Score -25909.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -26029.755859 Penalty: 1692.443970
	Iteration 1F: 3 clusters Score -26029.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -26057.246094 Penalty: 1692.443970
	Iteration 2Q: 3 clusters Score -26057.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -26080.578125 Penalty: 1692.443970
	Iteration 3Q: 3 clusters Score -26080.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -26090.371094 Penalty: 1692.443970
	Iteration 4Q: 3 clusters Score -26090.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -26090.371094 Penalty: 1692.443970
	Iteration 5F: 3 clusters Score -26090.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (35616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35616 members 
Entering Unmasked Estep 
Score: -4468871.000000 Penalty: 1559.505859
	Iteration 0F: 2 clusters Score -4468871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -4445805.500000 Penalty: 3119.011719
	Iteration 0F: 3 clusters Score -4445806 nChanged 16246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -4454807.000000 Penalty: 3119.011719
	Iteration 1F: 3 clusters Score -4454807 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -4455416.000000 Penalty: 3119.011719
	Iteration 2Q: 3 clusters Score -4455416 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -4456007.000000 Penalty: 3119.011719
	Iteration 3Q: 3 clusters Score -4456007 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -4456701.500000 Penalty: 3119.011719
	Iteration 4Q: 3 clusters Score -4456702 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23209 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -4457592.500000 Penalty: 3119.011719
	Iteration 5F: 3 clusters Score -4457592 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25156 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -4458833.500000 Penalty: 3119.011719
	Iteration 6F: 3 clusters Score -4458834 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27443 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -4460530.500000 Penalty: 3119.011719
	Iteration 7F: 3 clusters Score -4460530 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29856 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -4462554.000000 Penalty: 3119.011719
	Iteration 8F: 3 clusters Score -4462554 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32070 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -4464591.500000 Penalty: 3119.011719
	Iteration 9F: 3 clusters Score -4464592 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33670 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -4466081.000000 Penalty: 3119.011719
	Iteration 10Q: 3 clusters Score -4466081 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34549 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -4466912.500000 Penalty: 3119.011719
	Iteration 11Q: 3 clusters Score -4466912 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34924 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -4467294.500000 Penalty: 3119.011719
	Iteration 12Q: 3 clusters Score -4467294 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35089 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -4467486.500000 Penalty: 3119.011719
	Iteration 13Q: 3 clusters Score -4467486 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35150 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -4467623.500000 Penalty: 3119.011719
	Iteration 14Q: 3 clusters Score -4467624 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35166 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -4467691.000000 Penalty: 3119.011719
	Iteration 15Q: 3 clusters Score -4467691 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35186 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -4467739.000000 Penalty: 3119.011719
	Iteration 16Q: 3 clusters Score -4467739 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35190 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -4467765.000000 Penalty: 3119.011719
	Iteration 17Q: 3 clusters Score -4467765 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35190 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -4467780.500000 Penalty: 3119.011719
	Iteration 18Q: 3 clusters Score -4467780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35189 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -4467789.000000 Penalty: 3119.011719
	Iteration 19Q: 3 clusters Score -4467789 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35191 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -4467805.000000 Penalty: 3119.011719
	Iteration 20F: 3 clusters Score -4467805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35191 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -4467808.000000 Penalty: 3119.011719
	Iteration 21Q: 3 clusters Score -4467808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35188 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -4467810.500000 Penalty: 3119.011719
	Iteration 22Q: 3 clusters Score -4467810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35189 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -4467812.000000 Penalty: 3119.011719
	Iteration 23Q: 3 clusters Score -4467812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35190 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -4467815.000000 Penalty: 3119.011719
	Iteration 24Q: 3 clusters Score -4467815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35190 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -4467815.000000 Penalty: 3119.011719
	Iteration 25F: 3 clusters Score -4467815 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (60210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60210 members 
Entering Unmasked Estep 
Score: -7668209.500000 Penalty: 1637.632324
	Iteration 0F: 2 clusters Score -7668210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29944 members 
Mstep: Class 2 contains 30266 members 
Entering Unmasked Estep 
Score: -7630637.000000 Penalty: 3275.264648
	Iteration 0F: 3 clusters Score -7630637 nChanged 28096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28430 members 
Mstep: Class 2 contains 31780 members 
Entering Unmasked Estep 
Score: -7646369.500000 Penalty: 3275.264648
	Iteration 1F: 3 clusters Score -7646370 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27457 members 
Mstep: Class 2 contains 32753 members 
Entering Unmasked Estep 
Score: -7647123.500000 Penalty: 3275.264648
	Iteration 2Q: 3 clusters Score -7647124 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 34188 members 
Entering Unmasked Estep 
Score: -7647961.500000 Penalty: 3275.264648
	Iteration 3Q: 3 clusters Score -7647962 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23971 members 
Mstep: Class 2 contains 36239 members 
Entering Unmasked Estep 
Score: -7649249.000000 Penalty: 3275.264648
	Iteration 4Q: 3 clusters Score -7649249 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 39089 members 
Entering Unmasked Estep 
Score: -7651038.000000 Penalty: 3275.264648
	Iteration 5F: 3 clusters Score -7651038 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 42862 members 
Entering Unmasked Estep 
Score: -7653635.000000 Penalty: 3275.264648
	Iteration 6F: 3 clusters Score -7653635 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 47293 members 
Entering Unmasked Estep 
Score: -7656999.500000 Penalty: 3275.264648
	Iteration 7F: 3 clusters Score -7657000 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 51576 members 
Entering Unmasked Estep 
Score: -7660157.000000 Penalty: 3275.264648
	Iteration 8F: 3 clusters Score -7660157 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 55070 members 
Entering Unmasked Estep 
Score: -7662898.500000 Penalty: 3275.264648
	Iteration 9F: 3 clusters Score -7662898 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 57386 members 
Entering Unmasked Estep 
Score: -7664718.000000 Penalty: 3275.264648
	Iteration 10Q: 3 clusters Score -7664718 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 58609 members 
Entering Unmasked Estep 
Score: -7665728.500000 Penalty: 3275.264648
	Iteration 11Q: 3 clusters Score -7665728 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 59249 members 
Entering Unmasked Estep 
Score: -7666270.000000 Penalty: 3275.264648
	Iteration 12Q: 3 clusters Score -7666270 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 59520 members 
Entering Unmasked Estep 
Score: -7666506.500000 Penalty: 3275.264648
	Iteration 13Q: 3 clusters Score -7666506 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 59658 members 
Entering Unmasked Estep 
Score: -7666635.000000 Penalty: 3275.264648
	Iteration 14Q: 3 clusters Score -7666635 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 59729 members 
Entering Unmasked Estep 
Score: -7666721.500000 Penalty: 3275.264648
	Iteration 15Q: 3 clusters Score -7666722 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 59769 members 
Entering Unmasked Estep 
Score: -7666751.000000 Penalty: 3275.264648
	Iteration 16Q: 3 clusters Score -7666751 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 59798 members 
Entering Unmasked Estep 
Score: -7666784.000000 Penalty: 3275.264648
	Iteration 17Q: 3 clusters Score -7666784 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 59807 members 
Entering Unmasked Estep 
Score: -7666795.000000 Penalty: 3275.264648
	Iteration 18Q: 3 clusters Score -7666795 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 59818 members 
Entering Unmasked Estep 
Score: -7666820.500000 Penalty: 3275.264648
	Iteration 19Q: 3 clusters Score -7666820 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 59827 members 
Entering Unmasked Estep 
Score: -7666840.000000 Penalty: 3275.264648
	Iteration 20F: 3 clusters Score -7666840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 59839 members 
Entering Unmasked Estep 
Score: -7666845.500000 Penalty: 3275.264648
	Iteration 21Q: 3 clusters Score -7666846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 59843 members 
Entering Unmasked Estep 
Score: -7666854.500000 Penalty: 3275.264648
	Iteration 22Q: 3 clusters Score -7666854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 59842 members 
Entering Unmasked Estep 
Score: -7666869.000000 Penalty: 3275.264648
	Iteration 23Q: 3 clusters Score -7666869 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 59844 members 
Entering Unmasked Estep 
Score: -7666880.500000 Penalty: 3275.264648
	Iteration 24Q: 3 clusters Score -7666880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 59844 members 
Entering Unmasked Estep 
Score: -7666877.500000 Penalty: 3275.264648
	Iteration 25Q: 3 clusters Score -7666878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 59846 members 
Entering Unmasked Estep 
Score: -7666884.000000 Penalty: 3275.264648
	Iteration 26Q: 3 clusters Score -7666884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 59846 members 
Entering Unmasked Estep 
Score: -7666879.500000 Penalty: 3275.264648
	Iteration 27Q: 3 clusters Score -7666880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 59846 members 
Entering Unmasked Estep 
Score: -7666879.500000 Penalty: 3275.264648
	Iteration 28F: 3 clusters Score -7666880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (5766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Entering Unmasked Estep 
Score: -717301.562500 Penalty: 1288.568359
	Iteration 0F: 2 clusters Score -717301.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -713206.812500 Penalty: 2577.136719
	Iteration 0F: 3 clusters Score -713206.8 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -714501.750000 Penalty: 2577.136719
	Iteration 1F: 3 clusters Score -714501.8 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -714785.125000 Penalty: 2577.136719
	Iteration 2F: 3 clusters Score -714785.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -715022.562500 Penalty: 2577.136719
	Iteration 3F: 3 clusters Score -715022.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -715201.437500 Penalty: 2577.136719
	Iteration 4Q: 3 clusters Score -715201.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -715360.625000 Penalty: 2577.136719
	Iteration 5Q: 3 clusters Score -715360.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -715522.562500 Penalty: 2577.136719
	Iteration 6Q: 3 clusters Score -715522.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -715646.687500 Penalty: 2577.136719
	Iteration 7Q: 3 clusters Score -715646.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -715746.750000 Penalty: 2577.136719
	Iteration 8Q: 3 clusters Score -715746.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -715831.312500 Penalty: 2577.136719
	Iteration 9Q: 3 clusters Score -715831.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -715895.750000 Penalty: 2577.136719
	Iteration 10Q: 3 clusters Score -715895.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -715949.312500 Penalty: 2577.136719
	Iteration 11Q: 3 clusters Score -715949.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -715989.062500 Penalty: 2577.136719
	Iteration 12Q: 3 clusters Score -715989.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -716009.812500 Penalty: 2577.136719
	Iteration 13Q: 3 clusters Score -716009.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -716031.687500 Penalty: 2577.136719
	Iteration 14Q: 3 clusters Score -716031.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -716052.187500 Penalty: 2577.136719
	Iteration 15Q: 3 clusters Score -716052.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -716066.375000 Penalty: 2577.136719
	Iteration 16Q: 3 clusters Score -716066.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -716077.812500 Penalty: 2577.136719
	Iteration 17Q: 3 clusters Score -716077.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -716088.125000 Penalty: 2577.136719
	Iteration 18Q: 3 clusters Score -716088.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -716092.437500 Penalty: 2577.136719
	Iteration 19Q: 3 clusters Score -716092.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -716102.562500 Penalty: 2577.136719
	Iteration 20F: 3 clusters Score -716102.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -716117.062500 Penalty: 2577.136719
	Iteration 21Q: 3 clusters Score -716117.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -716131.062500 Penalty: 2577.136719
	Iteration 22Q: 3 clusters Score -716131.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -716142.250000 Penalty: 2577.136719
	Iteration 23Q: 3 clusters Score -716142.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -716148.125000 Penalty: 2577.136719
	Iteration 24Q: 3 clusters Score -716148.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -716156.875000 Penalty: 2577.136719
	Iteration 25Q: 3 clusters Score -716156.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -716165.250000 Penalty: 2577.136719
	Iteration 26Q: 3 clusters Score -716165.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -716170.750000 Penalty: 2577.136719
	Iteration 27Q: 3 clusters Score -716170.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -716175.125000 Penalty: 2577.136719
	Iteration 28Q: 3 clusters Score -716175.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -716180.625000 Penalty: 2577.136719
	Iteration 29Q: 3 clusters Score -716180.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -716186.187500 Penalty: 2577.136719
	Iteration 30Q: 3 clusters Score -716186.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -716188.062500 Penalty: 2577.136719
	Iteration 31Q: 3 clusters Score -716188.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -716189.562500 Penalty: 2577.136719
	Iteration 32Q: 3 clusters Score -716189.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -716191.125000 Penalty: 2577.136719
	Iteration 33Q: 3 clusters Score -716191.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -716191.312500 Penalty: 2577.136719
	Iteration 34Q: 3 clusters Score -716191.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -716193.312500 Penalty: 2577.136719
	Iteration 35Q: 3 clusters Score -716193.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -716192.562500 Penalty: 2577.136719
	Iteration 36Q: 3 clusters Score -716192.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -716192.562500 Penalty: 2577.136719
	Iteration 37F: 3 clusters Score -716192.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (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: -21138.449219 Penalty: 819.193359
	Iteration 0F: 2 clusters Score -21138.45 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: -20515.259766 Penalty: 1638.386719
	Iteration 0F: 3 clusters Score -20515.26 nChanged 31
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: -20625.082031 Penalty: 1638.386719
	Iteration 1F: 3 clusters Score -20625.08 nChanged 10
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: -20676.623047 Penalty: 1638.386719
	Iteration 2Q: 3 clusters Score -20676.62 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: -20682.550781 Penalty: 1638.386719
	Iteration 3Q: 3 clusters Score -20682.55 nChanged 1
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: -20685.214844 Penalty: 1638.386719
	Iteration 4Q: 3 clusters Score -20685.21 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: -20688.378906 Penalty: 1638.386719
	Iteration 5Q: 3 clusters Score -20688.38 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: -20688.378906 Penalty: 1638.386719
	Iteration 6F: 3 clusters Score -20688.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Entering Unmasked Estep 
Score: -14879.831055 Penalty: 803.918457
	Iteration 0F: 2 clusters Score -14879.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -14322.595703 Penalty: 1607.836914
	Iteration 0F: 3 clusters Score -14322.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -14507.321289 Penalty: 1607.836914
	Iteration 1F: 3 clusters Score -14507.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -14570.078125 Penalty: 1607.836914
	Iteration 2Q: 3 clusters Score -14570.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -14600.896484 Penalty: 1607.836914
	Iteration 3Q: 3 clusters Score -14600.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -14630.857422 Penalty: 1607.836914
	Iteration 4Q: 3 clusters Score -14630.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -14630.857422 Penalty: 1607.836914
	Iteration 5F: 3 clusters Score -14630.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (10179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Entering Unmasked Estep 
Score: -1294347.250000 Penalty: 1373.138550
	Iteration 0F: 2 clusters Score -1294347 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1287586.250000 Penalty: 2746.277100
	Iteration 0F: 3 clusters Score -1287586 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1289777.125000 Penalty: 2746.277100
	Iteration 1F: 3 clusters Score -1289777 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1290035.750000 Penalty: 2746.277100
	Iteration 2F: 3 clusters Score -1290036 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1290209.250000 Penalty: 2746.277100
	Iteration 3Q: 3 clusters Score -1290209 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1290312.000000 Penalty: 2746.277100
	Iteration 4Q: 3 clusters Score -1290312 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1290409.125000 Penalty: 2746.277100
	Iteration 5Q: 3 clusters Score -1290409 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1290505.000000 Penalty: 2746.277100
	Iteration 6Q: 3 clusters Score -1290505 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1290582.875000 Penalty: 2746.277100
	Iteration 7Q: 3 clusters Score -1290583 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1290672.000000 Penalty: 2746.277100
	Iteration 8Q: 3 clusters Score -1290672 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1290768.125000 Penalty: 2746.277100
	Iteration 9Q: 3 clusters Score -1290768 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1290872.375000 Penalty: 2746.277100
	Iteration 10Q: 3 clusters Score -1290872 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1290985.500000 Penalty: 2746.277100
	Iteration 11Q: 3 clusters Score -1290986 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1291122.125000 Penalty: 2746.277100
	Iteration 12Q: 3 clusters Score -1291122 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1291311.750000 Penalty: 2746.277100
	Iteration 13Q: 3 clusters Score -1291312 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1291531.500000 Penalty: 2746.277100
	Iteration 14Q: 3 clusters Score -1291532 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1291804.500000 Penalty: 2746.277100
	Iteration 15Q: 3 clusters Score -1291804 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1292112.000000 Penalty: 2746.277100
	Iteration 16Q: 3 clusters Score -1292112 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1292412.250000 Penalty: 2746.277100
	Iteration 17Q: 3 clusters Score -1292412 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1292652.875000 Penalty: 2746.277100
	Iteration 18Q: 3 clusters Score -1292653 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1292823.750000 Penalty: 2746.277100
	Iteration 19Q: 3 clusters Score -1292824 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1292970.625000 Penalty: 2746.277100
	Iteration 20F: 3 clusters Score -1292971 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1293066.250000 Penalty: 2746.277100
	Iteration 21Q: 3 clusters Score -1293066 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1293133.125000 Penalty: 2746.277100
	Iteration 22Q: 3 clusters Score -1293133 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1293175.500000 Penalty: 2746.277100
	Iteration 23Q: 3 clusters Score -1293176 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1293218.125000 Penalty: 2746.277100
	Iteration 24Q: 3 clusters Score -1293218 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1293241.375000 Penalty: 2746.277100
	Iteration 25Q: 3 clusters Score -1293241 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1293257.750000 Penalty: 2746.277100
	Iteration 26Q: 3 clusters Score -1293258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1293267.625000 Penalty: 2746.277100
	Iteration 27Q: 3 clusters Score -1293268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1293279.875000 Penalty: 2746.277100
	Iteration 28Q: 3 clusters Score -1293280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1293288.875000 Penalty: 2746.277100
	Iteration 29Q: 3 clusters Score -1293289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1293292.250000 Penalty: 2746.277100
	Iteration 30Q: 3 clusters Score -1293292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1293297.500000 Penalty: 2746.277100
	Iteration 31Q: 3 clusters Score -1293298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1293300.875000 Penalty: 2746.277100
	Iteration 32Q: 3 clusters Score -1293301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1293310.000000 Penalty: 2746.277100
	Iteration 33Q: 3 clusters Score -1293310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -1293312.875000 Penalty: 2746.277100
	Iteration 34Q: 3 clusters Score -1293313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -1293315.875000 Penalty: 2746.277100
	Iteration 35Q: 3 clusters Score -1293316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -1293315.875000 Penalty: 2746.277100
	Iteration 36F: 3 clusters Score -1293316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (4036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Entering Unmasked Estep 
Score: -540802.375000 Penalty: 1235.487793
	Iteration 0F: 2 clusters Score -540802.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -537692.937500 Penalty: 2470.975586
	Iteration 0F: 3 clusters Score -537692.9 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -538507.687500 Penalty: 2470.975586
	Iteration 1F: 3 clusters Score -538507.7 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -538696.125000 Penalty: 2470.975586
	Iteration 2F: 3 clusters Score -538696.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -538805.875000 Penalty: 2470.975586
	Iteration 3Q: 3 clusters Score -538805.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -538897.062500 Penalty: 2470.975586
	Iteration 4Q: 3 clusters Score -538897.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -538956.000000 Penalty: 2470.975586
	Iteration 5Q: 3 clusters Score -538956 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -538998.187500 Penalty: 2470.975586
	Iteration 6Q: 3 clusters Score -538998.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -539037.000000 Penalty: 2470.975586
	Iteration 7Q: 3 clusters Score -539037 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -539069.875000 Penalty: 2470.975586
	Iteration 8Q: 3 clusters Score -539069.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -539106.562500 Penalty: 2470.975586
	Iteration 9Q: 3 clusters Score -539106.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -539135.000000 Penalty: 2470.975586
	Iteration 10Q: 3 clusters Score -539135 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -539155.562500 Penalty: 2470.975586
	Iteration 11Q: 3 clusters Score -539155.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -539183.375000 Penalty: 2470.975586
	Iteration 12Q: 3 clusters Score -539183.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -539206.437500 Penalty: 2470.975586
	Iteration 13Q: 3 clusters Score -539206.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -539229.375000 Penalty: 2470.975586
	Iteration 14Q: 3 clusters Score -539229.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -539254.250000 Penalty: 2470.975586
	Iteration 15Q: 3 clusters Score -539254.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -539283.062500 Penalty: 2470.975586
	Iteration 16Q: 3 clusters Score -539283.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -539309.062500 Penalty: 2470.975586
	Iteration 17Q: 3 clusters Score -539309.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -539339.875000 Penalty: 2470.975586
	Iteration 18Q: 3 clusters Score -539339.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -539370.562500 Penalty: 2470.975586
	Iteration 19Q: 3 clusters Score -539370.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -539399.000000 Penalty: 2470.975586
	Iteration 20F: 3 clusters Score -539399 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -539425.750000 Penalty: 2470.975586
	Iteration 21Q: 3 clusters Score -539425.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -539452.875000 Penalty: 2470.975586
	Iteration 22Q: 3 clusters Score -539452.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -539482.750000 Penalty: 2470.975586
	Iteration 23Q: 3 clusters Score -539482.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -539506.812500 Penalty: 2470.975586
	Iteration 24Q: 3 clusters Score -539506.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -539533.250000 Penalty: 2470.975586
	Iteration 25Q: 3 clusters Score -539533.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -539569.437500 Penalty: 2470.975586
	Iteration 26Q: 3 clusters Score -539569.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -539603.812500 Penalty: 2470.975586
	Iteration 27Q: 3 clusters Score -539603.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -539637.187500 Penalty: 2470.975586
	Iteration 28Q: 3 clusters Score -539637.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -539653.500000 Penalty: 2470.975586
	Iteration 29Q: 3 clusters Score -539653.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -539669.437500 Penalty: 2470.975586
	Iteration 30Q: 3 clusters Score -539669.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -539679.250000 Penalty: 2470.975586
	Iteration 31Q: 3 clusters Score -539679.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -539687.250000 Penalty: 2470.975586
	Iteration 32Q: 3 clusters Score -539687.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -539696.062500 Penalty: 2470.975586
	Iteration 33Q: 3 clusters Score -539696.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -539708.375000 Penalty: 2470.975586
	Iteration 34Q: 3 clusters Score -539708.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -539717.875000 Penalty: 2470.975586
	Iteration 35Q: 3 clusters Score -539717.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -539728.312500 Penalty: 2470.975586
	Iteration 36Q: 3 clusters Score -539728.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -539744.062500 Penalty: 2470.975586
	Iteration 37Q: 3 clusters Score -539744.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -539753.250000 Penalty: 2470.975586
	Iteration 38Q: 3 clusters Score -539753.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -539760.687500 Penalty: 2470.975586
	Iteration 39Q: 3 clusters Score -539760.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -539764.187500 Penalty: 2470.975586
	Iteration 40F: 3 clusters Score -539764.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -539765.437500 Penalty: 2470.975586
	Iteration 41Q: 3 clusters Score -539765.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -539769.687500 Penalty: 2470.975586
	Iteration 42Q: 3 clusters Score -539769.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -539777.000000 Penalty: 2470.975586
	Iteration 43Q: 3 clusters Score -539777 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -539791.812500 Penalty: 2470.975586
	Iteration 44Q: 3 clusters Score -539791.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -539805.812500 Penalty: 2470.975586
	Iteration 45Q: 3 clusters Score -539805.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -539818.250000 Penalty: 2470.975586
	Iteration 46Q: 3 clusters Score -539818.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -539826.937500 Penalty: 2470.975586
	Iteration 47Q: 3 clusters Score -539826.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -539834.375000 Penalty: 2470.975586
	Iteration 48Q: 3 clusters Score -539834.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -539837.250000 Penalty: 2470.975586
	Iteration 49Q: 3 clusters Score -539837.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -539843.125000 Penalty: 2470.975586
	Iteration 50Q: 3 clusters Score -539843.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -539847.250000 Penalty: 2470.975586
	Iteration 51Q: 3 clusters Score -539847.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -539847.875000 Penalty: 2470.975586
	Iteration 52Q: 3 clusters Score -539847.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -539848.875000 Penalty: 2470.975586
	Iteration 53Q: 3 clusters Score -539848.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -539848.875000 Penalty: 2470.975586
	Iteration 54F: 3 clusters Score -539848.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27144 members 
Mstep: Class 4 contains 34991 members 
Mstep: Class 5 contains 50372 members 
Mstep: Class 6 contains 24133 members 
Mstep: Class 7 contains 18181 members 
Mstep: Class 8 contains 8894 members 
Mstep: Class 9 contains 72618 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48147 members 
Mstep: Class 13 contains 34452 members 
Mstep: Class 14 contains 3271 members 
Mstep: Class 15 contains 5680 members 
Mstep: Class 16 contains 17828 members 
Mstep: Class 17 contains 10365 members 
Mstep: Class 18 contains 30277 members 
Mstep: Class 19 contains 16232 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1378 members 
Mstep: Class 22 contains 8776 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11983 members 
Mstep: Class 25 contains 6045 members 
Mstep: Class 26 contains 41074 members 
Mstep: Class 27 contains 22497 members 
Mstep: Class 28 contains 5184 members 
Mstep: Class 29 contains 4587 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10947 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35616 members 
Mstep: Class 38 contains 60210 members 
Mstep: Class 39 contains 5766 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10179 members 
Mstep: Class 43 contains 4036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80999896.000000 Penalty: 85805.187500
Iteration 399Q: 44 clusters Score -8.09999e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27142 members 
Mstep: Class 4 contains 34990 members 
Mstep: Class 5 contains 50394 members 
Mstep: Class 6 contains 24133 members 
Mstep: Class 7 contains 18180 members 
Mstep: Class 8 contains 8894 members 
Mstep: Class 9 contains 72617 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48151 members 
Mstep: Class 13 contains 34451 members 
Mstep: Class 14 contains 3271 members 
Mstep: Class 15 contains 5681 members 
Mstep: Class 16 contains 17828 members 
Mstep: Class 17 contains 10365 members 
Mstep: Class 18 contains 30277 members 
Mstep: Class 19 contains 16232 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1378 members 
Mstep: Class 22 contains 8776 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11983 members 
Mstep: Class 25 contains 6045 members 
Mstep: Class 26 contains 41078 members 
Mstep: Class 27 contains 22497 members 
Mstep: Class 28 contains 5184 members 
Mstep: Class 29 contains 4587 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10947 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35616 members 
Mstep: Class 38 contains 60185 members 
Mstep: Class 39 contains 5766 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10179 members 
Mstep: Class 43 contains 4036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80999912.000000 Penalty: 85805.187500
Iteration 400F: 44 clusters Score -8.099991e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27140 members 
Mstep: Class 4 contains 34990 members 
Mstep: Class 5 contains 50408 members 
Mstep: Class 6 contains 24133 members 
Mstep: Class 7 contains 18184 members 
Mstep: Class 8 contains 8894 members 
Mstep: Class 9 contains 72616 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48158 members 
Mstep: Class 13 contains 34451 members 
Mstep: Class 14 contains 3271 members 
Mstep: Class 15 contains 5681 members 
Mstep: Class 16 contains 17829 members 
Mstep: Class 17 contains 10365 members 
Mstep: Class 18 contains 30277 members 
Mstep: Class 19 contains 16233 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1378 members 
Mstep: Class 22 contains 8776 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11983 members 
Mstep: Class 25 contains 6045 members 
Mstep: Class 26 contains 41079 members 
Mstep: Class 27 contains 22498 members 
Mstep: Class 28 contains 5184 members 
Mstep: Class 29 contains 4587 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10947 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35616 members 
Mstep: Class 38 contains 60159 members 
Mstep: Class 39 contains 5766 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10179 members 
Mstep: Class 43 contains 4036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80999912.000000 Penalty: 85805.187500
Iteration 401Q: 44 clusters Score -8.099991e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27137 members 
Mstep: Class 4 contains 34990 members 
Mstep: Class 5 contains 50433 members 
Mstep: Class 6 contains 24133 members 
Mstep: Class 7 contains 18189 members 
Mstep: Class 8 contains 8894 members 
Mstep: Class 9 contains 72616 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48154 members 
Mstep: Class 13 contains 34451 members 
Mstep: Class 14 contains 3271 members 
Mstep: Class 15 contains 5681 members 
Mstep: Class 16 contains 17829 members 
Mstep: Class 17 contains 10365 members 
Mstep: Class 18 contains 30278 members 
Mstep: Class 19 contains 16233 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1378 members 
Mstep: Class 22 contains 8776 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11983 members 
Mstep: Class 25 contains 6045 members 
Mstep: Class 26 contains 41081 members 
Mstep: Class 27 contains 22498 members 
Mstep: Class 28 contains 5184 members 
Mstep: Class 29 contains 4587 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10947 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35615 members 
Mstep: Class 38 contains 60134 members 
Mstep: Class 39 contains 5766 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10179 members 
Mstep: Class 43 contains 4036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80999896.000000 Penalty: 85805.187500
Iteration 402Q: 44 clusters Score -8.09999e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27137 members 
Mstep: Class 4 contains 34990 members 
Mstep: Class 5 contains 50463 members 
Mstep: Class 6 contains 24133 members 
Mstep: Class 7 contains 18190 members 
Mstep: Class 8 contains 8895 members 
Mstep: Class 9 contains 72617 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48145 members 
Mstep: Class 13 contains 34450 members 
Mstep: Class 14 contains 3271 members 
Mstep: Class 15 contains 5681 members 
Mstep: Class 16 contains 17829 members 
Mstep: Class 17 contains 10365 members 
Mstep: Class 18 contains 30278 members 
Mstep: Class 19 contains 16233 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1378 members 
Mstep: Class 22 contains 8776 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11983 members 
Mstep: Class 25 contains 6045 members 
Mstep: Class 26 contains 41081 members 
Mstep: Class 27 contains 22498 members 
Mstep: Class 28 contains 5184 members 
Mstep: Class 29 contains 4587 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10947 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35615 members 
Mstep: Class 38 contains 60110 members 
Mstep: Class 39 contains 5766 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10180 members 
Mstep: Class 43 contains 4036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80999880.000000 Penalty: 85805.187500
Iteration 403Q: 44 clusters Score -8.099988e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27133 members 
Mstep: Class 4 contains 34990 members 
Mstep: Class 5 contains 50474 members 
Mstep: Class 6 contains 24133 members 
Mstep: Class 7 contains 18194 members 
Mstep: Class 8 contains 8895 members 
Mstep: Class 9 contains 72622 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48145 members 
Mstep: Class 13 contains 34448 members 
Mstep: Class 14 contains 3271 members 
Mstep: Class 15 contains 5681 members 
Mstep: Class 16 contains 17829 members 
Mstep: Class 17 contains 10365 members 
Mstep: Class 18 contains 30281 members 
Mstep: Class 19 contains 16233 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1378 members 
Mstep: Class 22 contains 8776 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11982 members 
Mstep: Class 25 contains 6045 members 
Mstep: Class 26 contains 41080 members 
Mstep: Class 27 contains 22498 members 
Mstep: Class 28 contains 5184 members 
Mstep: Class 29 contains 4587 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10947 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35615 members 
Mstep: Class 38 contains 60093 members 
Mstep: Class 39 contains 5766 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10182 members 
Mstep: Class 43 contains 4036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80999864.000000 Penalty: 85805.187500
Iteration 404Q: 44 clusters Score -8.099986e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27133 members 
Mstep: Class 4 contains 34990 members 
Mstep: Class 5 contains 50477 members 
Mstep: Class 6 contains 24133 members 
Mstep: Class 7 contains 18194 members 
Mstep: Class 8 contains 8895 members 
Mstep: Class 9 contains 72623 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48149 members 
Mstep: Class 13 contains 34448 members 
Mstep: Class 14 contains 3271 members 
Mstep: Class 15 contains 5682 members 
Mstep: Class 16 contains 17829 members 
Mstep: Class 17 contains 10365 members 
Mstep: Class 18 contains 30283 members 
Mstep: Class 19 contains 16233 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1378 members 
Mstep: Class 22 contains 8776 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11982 members 
Mstep: Class 25 contains 6045 members 
Mstep: Class 26 contains 41081 members 
Mstep: Class 27 contains 22498 members 
Mstep: Class 28 contains 5184 members 
Mstep: Class 29 contains 4587 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10947 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35615 members 
Mstep: Class 38 contains 60080 members 
Mstep: Class 39 contains 5766 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10182 members 
Mstep: Class 43 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80999944.000000 Penalty: 85805.187500
Iteration 405Q: 44 clusters Score -8.099994e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27128 members 
Mstep: Class 4 contains 34990 members 
Mstep: Class 5 contains 50481 members 
Mstep: Class 6 contains 24133 members 
Mstep: Class 7 contains 18197 members 
Mstep: Class 8 contains 8895 members 
Mstep: Class 9 contains 72627 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48150 members 
Mstep: Class 13 contains 34448 members 
Mstep: Class 14 contains 3271 members 
Mstep: Class 15 contains 5682 members 
Mstep: Class 16 contains 17830 members 
Mstep: Class 17 contains 10364 members 
Mstep: Class 18 contains 30284 members 
Mstep: Class 19 contains 16233 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1378 members 
Mstep: Class 22 contains 8776 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11982 members 
Mstep: Class 25 contains 6045 members 
Mstep: Class 26 contains 41084 members 
Mstep: Class 27 contains 22498 members 
Mstep: Class 28 contains 5183 members 
Mstep: Class 29 contains 4587 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10947 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35615 members 
Mstep: Class 38 contains 60070 members 
Mstep: Class 39 contains 5766 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10182 members 
Mstep: Class 43 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80999936.000000 Penalty: 85805.187500
Iteration 406Q: 44 clusters Score -8.099994e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27125 members 
Mstep: Class 4 contains 34990 members 
Mstep: Class 5 contains 50489 members 
Mstep: Class 6 contains 24133 members 
Mstep: Class 7 contains 18198 members 
Mstep: Class 8 contains 8895 members 
Mstep: Class 9 contains 72626 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48151 members 
Mstep: Class 13 contains 34446 members 
Mstep: Class 14 contains 3271 members 
Mstep: Class 15 contains 5682 members 
Mstep: Class 16 contains 17833 members 
Mstep: Class 17 contains 10364 members 
Mstep: Class 18 contains 30284 members 
Mstep: Class 19 contains 16233 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1378 members 
Mstep: Class 22 contains 8776 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11982 members 
Mstep: Class 25 contains 6045 members 
Mstep: Class 26 contains 41084 members 
Mstep: Class 27 contains 22498 members 
Mstep: Class 28 contains 5183 members 
Mstep: Class 29 contains 4587 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10947 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35615 members 
Mstep: Class 38 contains 60063 members 
Mstep: Class 39 contains 5766 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10182 members 
Mstep: Class 43 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80999944.000000 Penalty: 85805.187500
Iteration 407Q: 44 clusters Score -8.099994e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27120 members 
Mstep: Class 4 contains 34989 members 
Mstep: Class 5 contains 50502 members 
Mstep: Class 6 contains 24133 members 
Mstep: Class 7 contains 18201 members 
Mstep: Class 8 contains 8895 members 
Mstep: Class 9 contains 72621 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48155 members 
Mstep: Class 13 contains 34446 members 
Mstep: Class 14 contains 3271 members 
Mstep: Class 15 contains 5683 members 
Mstep: Class 16 contains 17835 members 
Mstep: Class 17 contains 10364 members 
Mstep: Class 18 contains 30285 members 
Mstep: Class 19 contains 16233 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1378 members 
Mstep: Class 22 contains 8776 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11981 members 
Mstep: Class 25 contains 6045 members 
Mstep: Class 26 contains 41084 members 
Mstep: Class 27 contains 22498 members 
Mstep: Class 28 contains 5183 members 
Mstep: Class 29 contains 4587 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10947 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35615 members 
Mstep: Class 38 contains 60051 members 
Mstep: Class 39 contains 5766 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10182 members 
Mstep: Class 43 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80999904.000000 Penalty: 85805.187500
Iteration 408Q: 44 clusters Score -8.09999e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27112 members 
Mstep: Class 4 contains 34989 members 
Mstep: Class 5 contains 50512 members 
Mstep: Class 6 contains 24132 members 
Mstep: Class 7 contains 18208 members 
Mstep: Class 8 contains 8895 members 
Mstep: Class 9 contains 72617 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48159 members 
Mstep: Class 13 contains 34444 members 
Mstep: Class 14 contains 3271 members 
Mstep: Class 15 contains 5683 members 
Mstep: Class 16 contains 17839 members 
Mstep: Class 17 contains 10363 members 
Mstep: Class 18 contains 30285 members 
Mstep: Class 19 contains 16233 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1378 members 
Mstep: Class 22 contains 8776 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11983 members 
Mstep: Class 25 contains 6045 members 
Mstep: Class 26 contains 41084 members 
Mstep: Class 27 contains 22498 members 
Mstep: Class 28 contains 5183 members 
Mstep: Class 29 contains 4587 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10947 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35614 members 
Mstep: Class 38 contains 60041 members 
Mstep: Class 39 contains 5766 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10182 members 
Mstep: Class 43 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80999928.000000 Penalty: 85805.187500
Iteration 409Q: 44 clusters Score -8.099993e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27103 members 
Mstep: Class 4 contains 34989 members 
Mstep: Class 5 contains 50529 members 
Mstep: Class 6 contains 24131 members 
Mstep: Class 7 contains 18210 members 
Mstep: Class 8 contains 8895 members 
Mstep: Class 9 contains 72608 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48170 members 
Mstep: Class 13 contains 34443 members 
Mstep: Class 14 contains 3271 members 
Mstep: Class 15 contains 5683 members 
Mstep: Class 16 contains 17842 members 
Mstep: Class 17 contains 10363 members 
Mstep: Class 18 contains 30285 members 
Mstep: Class 19 contains 16233 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1378 members 
Mstep: Class 22 contains 8776 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11984 members 
Mstep: Class 25 contains 6045 members 
Mstep: Class 26 contains 41085 members 
Mstep: Class 27 contains 22498 members 
Mstep: Class 28 contains 5183 members 
Mstep: Class 29 contains 4587 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10947 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35613 members 
Mstep: Class 38 contains 60027 members 
Mstep: Class 39 contains 5766 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10182 members 
Mstep: Class 43 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80999888.000000 Penalty: 85805.187500
Iteration 410Q: 44 clusters Score -8.099989e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27100 members 
Mstep: Class 4 contains 34989 members 
Mstep: Class 5 contains 50544 members 
Mstep: Class 6 contains 24131 members 
Mstep: Class 7 contains 18211 members 
Mstep: Class 8 contains 8895 members 
Mstep: Class 9 contains 72602 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48179 members 
Mstep: Class 13 contains 34442 members 
Mstep: Class 14 contains 3271 members 
Mstep: Class 15 contains 5683 members 
Mstep: Class 16 contains 17842 members 
Mstep: Class 17 contains 10362 members 
Mstep: Class 18 contains 30285 members 
Mstep: Class 19 contains 16233 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1379 members 
Mstep: Class 22 contains 8776 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11984 members 
Mstep: Class 25 contains 6045 members 
Mstep: Class 26 contains 41085 members 
Mstep: Class 27 contains 22498 members 
Mstep: Class 28 contains 5183 members 
Mstep: Class 29 contains 4587 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10947 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35613 members 
Mstep: Class 38 contains 60012 members 
Mstep: Class 39 contains 5766 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10182 members 
Mstep: Class 43 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81000008.000000 Penalty: 85805.187500
Iteration 411Q: 44 clusters Score -8.100001e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27097 members 
Mstep: Class 4 contains 34989 members 
Mstep: Class 5 contains 50558 members 
Mstep: Class 6 contains 24131 members 
Mstep: Class 7 contains 18213 members 
Mstep: Class 8 contains 8895 members 
Mstep: Class 9 contains 72600 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48184 members 
Mstep: Class 13 contains 34443 members 
Mstep: Class 14 contains 3271 members 
Mstep: Class 15 contains 5683 members 
Mstep: Class 16 contains 17843 members 
Mstep: Class 17 contains 10361 members 
Mstep: Class 18 contains 30283 members 
Mstep: Class 19 contains 16233 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1379 members 
Mstep: Class 22 contains 8776 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11984 members 
Mstep: Class 25 contains 6045 members 
Mstep: Class 26 contains 41085 members 
Mstep: Class 27 contains 22498 members 
Mstep: Class 28 contains 5184 members 
Mstep: Class 29 contains 4587 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10947 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35613 members 
Mstep: Class 38 contains 59995 members 
Mstep: Class 39 contains 5767 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10182 members 
Mstep: Class 43 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80999984.000000 Penalty: 85805.187500
Iteration 412Q: 44 clusters Score -8.099998e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27093 members 
Mstep: Class 4 contains 34989 members 
Mstep: Class 5 contains 50564 members 
Mstep: Class 6 contains 24131 members 
Mstep: Class 7 contains 18216 members 
Mstep: Class 8 contains 8895 members 
Mstep: Class 9 contains 72600 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48189 members 
Mstep: Class 13 contains 34443 members 
Mstep: Class 14 contains 3271 members 
Mstep: Class 15 contains 5683 members 
Mstep: Class 16 contains 17843 members 
Mstep: Class 17 contains 10361 members 
Mstep: Class 18 contains 30282 members 
Mstep: Class 19 contains 16233 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1379 members 
Mstep: Class 22 contains 8775 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11985 members 
Mstep: Class 25 contains 6045 members 
Mstep: Class 26 contains 41085 members 
Mstep: Class 27 contains 22498 members 
Mstep: Class 28 contains 5184 members 
Mstep: Class 29 contains 4587 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10947 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35613 members 
Mstep: Class 38 contains 59986 members 
Mstep: Class 39 contains 5767 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10182 members 
Mstep: Class 43 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81000008.000000 Penalty: 85805.187500
Iteration 413Q: 44 clusters Score -8.100001e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27090 members 
Mstep: Class 4 contains 34989 members 
Mstep: Class 5 contains 50570 members 
Mstep: Class 6 contains 24131 members 
Mstep: Class 7 contains 18221 members 
Mstep: Class 8 contains 8895 members 
Mstep: Class 9 contains 72597 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48192 members 
Mstep: Class 13 contains 34443 members 
Mstep: Class 14 contains 3271 members 
Mstep: Class 15 contains 5683 members 
Mstep: Class 16 contains 17843 members 
Mstep: Class 17 contains 10361 members 
Mstep: Class 18 contains 30279 members 
Mstep: Class 19 contains 16233 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1379 members 
Mstep: Class 22 contains 8775 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11985 members 
Mstep: Class 25 contains 6045 members 
Mstep: Class 26 contains 41085 members 
Mstep: Class 27 contains 22498 members 
Mstep: Class 28 contains 5184 members 
Mstep: Class 29 contains 4587 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10948 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35613 members 
Mstep: Class 38 contains 59977 members 
Mstep: Class 39 contains 5770 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10182 members 
Mstep: Class 43 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80999960.000000 Penalty: 85805.187500
Iteration 414Q: 44 clusters Score -8.099996e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27088 members 
Mstep: Class 4 contains 34988 members 
Mstep: Class 5 contains 50577 members 
Mstep: Class 6 contains 24131 members 
Mstep: Class 7 contains 18226 members 
Mstep: Class 8 contains 8895 members 
Mstep: Class 9 contains 72594 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48199 members 
Mstep: Class 13 contains 34443 members 
Mstep: Class 14 contains 3271 members 
Mstep: Class 15 contains 5683 members 
Mstep: Class 16 contains 17843 members 
Mstep: Class 17 contains 10362 members 
Mstep: Class 18 contains 30275 members 
Mstep: Class 19 contains 16233 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1379 members 
Mstep: Class 22 contains 8775 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11984 members 
Mstep: Class 25 contains 6044 members 
Mstep: Class 26 contains 41085 members 
Mstep: Class 27 contains 22498 members 
Mstep: Class 28 contains 5184 members 
Mstep: Class 29 contains 4587 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10951 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35612 members 
Mstep: Class 38 contains 59966 members 
Mstep: Class 39 contains 5771 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10182 members 
Mstep: Class 43 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80999928.000000 Penalty: 85805.187500
Iteration 415Q: 44 clusters Score -8.099993e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27085 members 
Mstep: Class 4 contains 34988 members 
Mstep: Class 5 contains 50584 members 
Mstep: Class 6 contains 24131 members 
Mstep: Class 7 contains 18227 members 
Mstep: Class 8 contains 8894 members 
Mstep: Class 9 contains 72594 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48204 members 
Mstep: Class 13 contains 34444 members 
Mstep: Class 14 contains 3271 members 
Mstep: Class 15 contains 5683 members 
Mstep: Class 16 contains 17843 members 
Mstep: Class 17 contains 10363 members 
Mstep: Class 18 contains 30270 members 
Mstep: Class 19 contains 16233 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1379 members 
Mstep: Class 22 contains 8775 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11986 members 
Mstep: Class 25 contains 6044 members 
Mstep: Class 26 contains 41088 members 
Mstep: Class 27 contains 22498 members 
Mstep: Class 28 contains 5184 members 
Mstep: Class 29 contains 4587 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10952 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35612 members 
Mstep: Class 38 contains 59955 members 
Mstep: Class 39 contains 5771 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10181 members 
Mstep: Class 43 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80999920.000000 Penalty: 85805.187500
Iteration 416Q: 44 clusters Score -8.099992e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27082 members 
Mstep: Class 4 contains 34987 members 
Mstep: Class 5 contains 50587 members 
Mstep: Class 6 contains 24131 members 
Mstep: Class 7 contains 18228 members 
Mstep: Class 8 contains 8894 members 
Mstep: Class 9 contains 72598 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48211 members 
Mstep: Class 13 contains 34443 members 
Mstep: Class 14 contains 3271 members 
Mstep: Class 15 contains 5683 members 
Mstep: Class 16 contains 17843 members 
Mstep: Class 17 contains 10363 members 
Mstep: Class 18 contains 30269 members 
Mstep: Class 19 contains 16233 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1379 members 
Mstep: Class 22 contains 8775 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11988 members 
Mstep: Class 25 contains 6043 members 
Mstep: Class 26 contains 41087 members 
Mstep: Class 27 contains 22498 members 
Mstep: Class 28 contains 5184 members 
Mstep: Class 29 contains 4587 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10953 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35610 members 
Mstep: Class 38 contains 59950 members 
Mstep: Class 39 contains 5771 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10179 members 
Mstep: Class 43 contains 4036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80999904.000000 Penalty: 85805.187500
Iteration 417Q: 44 clusters Score -8.09999e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27078 members 
Mstep: Class 4 contains 34987 members 
Mstep: Class 5 contains 50589 members 
Mstep: Class 6 contains 24131 members 
Mstep: Class 7 contains 18230 members 
Mstep: Class 8 contains 8893 members 
Mstep: Class 9 contains 72601 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48218 members 
Mstep: Class 13 contains 34444 members 
Mstep: Class 14 contains 3271 members 
Mstep: Class 15 contains 5684 members 
Mstep: Class 16 contains 17844 members 
Mstep: Class 17 contains 10363 members 
Mstep: Class 18 contains 30265 members 
Mstep: Class 19 contains 16233 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1379 members 
Mstep: Class 22 contains 8775 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11990 members 
Mstep: Class 25 contains 6043 members 
Mstep: Class 26 contains 41087 members 
Mstep: Class 27 contains 22498 members 
Mstep: Class 28 contains 5184 members 
Mstep: Class 29 contains 4587 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10954 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35611 members 
Mstep: Class 38 contains 59939 members 
Mstep: Class 39 contains 5770 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10179 members 
Mstep: Class 43 contains 4036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80999936.000000 Penalty: 85805.187500
Iteration 418Q: 44 clusters Score -8.099994e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27072 members 
Mstep: Class 4 contains 34987 members 
Mstep: Class 5 contains 50600 members 
Mstep: Class 6 contains 24130 members 
Mstep: Class 7 contains 18229 members 
Mstep: Class 8 contains 8893 members 
Mstep: Class 9 contains 72600 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48225 members 
Mstep: Class 13 contains 34444 members 
Mstep: Class 14 contains 3271 members 
Mstep: Class 15 contains 5684 members 
Mstep: Class 16 contains 17844 members 
Mstep: Class 17 contains 10363 members 
Mstep: Class 18 contains 30263 members 
Mstep: Class 19 contains 16233 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1380 members 
Mstep: Class 22 contains 8775 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11992 members 
Mstep: Class 25 contains 6042 members 
Mstep: Class 26 contains 41089 members 
Mstep: Class 27 contains 22498 members 
Mstep: Class 28 contains 5184 members 
Mstep: Class 29 contains 4587 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10954 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35612 members 
Mstep: Class 38 contains 59928 members 
Mstep: Class 39 contains 5769 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10179 members 
Mstep: Class 43 contains 4036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80999992.000000 Penalty: 85805.187500
Iteration 419Q: 44 clusters Score -8.099999e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27070 members 
Mstep: Class 4 contains 34987 members 
Mstep: Class 5 contains 50608 members 
Mstep: Class 6 contains 24130 members 
Mstep: Class 7 contains 18231 members 
Mstep: Class 8 contains 8893 members 
Mstep: Class 9 contains 72602 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48231 members 
Mstep: Class 13 contains 34443 members 
Mstep: Class 14 contains 3271 members 
Mstep: Class 15 contains 5684 members 
Mstep: Class 16 contains 17847 members 
Mstep: Class 17 contains 10363 members 
Mstep: Class 18 contains 30263 members 
Mstep: Class 19 contains 16233 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1380 members 
Mstep: Class 22 contains 8775 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11993 members 
Mstep: Class 25 contains 6042 members 
Mstep: Class 26 contains 41088 members 
Mstep: Class 27 contains 22498 members 
Mstep: Class 28 contains 5184 members 
Mstep: Class 29 contains 4587 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10954 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35611 members 
Mstep: Class 38 contains 59912 members 
Mstep: Class 39 contains 5768 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10179 members 
Mstep: Class 43 contains 4036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80999992.000000 Penalty: 85805.187500
Iteration 420F: 44 clusters Score -8.099999e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27069 members 
Mstep: Class 4 contains 34987 members 
Mstep: Class 5 contains 50624 members 
Mstep: Class 6 contains 24130 members 
Mstep: Class 7 contains 18230 members 
Mstep: Class 8 contains 8893 members 
Mstep: Class 9 contains 72603 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48230 members 
Mstep: Class 13 contains 34443 members 
Mstep: Class 14 contains 3271 members 
Mstep: Class 15 contains 5684 members 
Mstep: Class 16 contains 17847 members 
Mstep: Class 17 contains 10363 members 
Mstep: Class 18 contains 30264 members 
Mstep: Class 19 contains 16233 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1380 members 
Mstep: Class 22 contains 8775 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11994 members 
Mstep: Class 25 contains 6042 members 
Mstep: Class 26 contains 41086 members 
Mstep: Class 27 contains 22498 members 
Mstep: Class 28 contains 5184 members 
Mstep: Class 29 contains 4587 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10954 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35610 members 
Mstep: Class 38 contains 59899 members 
Mstep: Class 39 contains 5768 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10179 members 
Mstep: Class 43 contains 4036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80999968.000000 Penalty: 85805.187500
Iteration 421Q: 44 clusters Score -8.099997e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27069 members 
Mstep: Class 4 contains 34987 members 
Mstep: Class 5 contains 50644 members 
Mstep: Class 6 contains 24130 members 
Mstep: Class 7 contains 18230 members 
Mstep: Class 8 contains 8893 members 
Mstep: Class 9 contains 72602 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48231 members 
Mstep: Class 13 contains 34443 members 
Mstep: Class 14 contains 3271 members 
Mstep: Class 15 contains 5684 members 
Mstep: Class 16 contains 17847 members 
Mstep: Class 17 contains 10363 members 
Mstep: Class 18 contains 30264 members 
Mstep: Class 19 contains 16233 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1380 members 
Mstep: Class 22 contains 8775 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11995 members 
Mstep: Class 25 contains 6042 members 
Mstep: Class 26 contains 41086 members 
Mstep: Class 27 contains 22498 members 
Mstep: Class 28 contains 5184 members 
Mstep: Class 29 contains 4587 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10954 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35609 members 
Mstep: Class 38 contains 59879 members 
Mstep: Class 39 contains 5768 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10179 members 
Mstep: Class 43 contains 4036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80999920.000000 Penalty: 85805.187500
Iteration 422Q: 44 clusters Score -8.099992e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27067 members 
Mstep: Class 4 contains 34986 members 
Mstep: Class 5 contains 50660 members 
Mstep: Class 6 contains 24130 members 
Mstep: Class 7 contains 18230 members 
Mstep: Class 8 contains 8893 members 
Mstep: Class 9 contains 72604 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48233 members 
Mstep: Class 13 contains 34441 members 
Mstep: Class 14 contains 3271 members 
Mstep: Class 15 contains 5684 members 
Mstep: Class 16 contains 17847 members 
Mstep: Class 17 contains 10363 members 
Mstep: Class 18 contains 30263 members 
Mstep: Class 19 contains 16233 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1380 members 
Mstep: Class 22 contains 8775 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11995 members 
Mstep: Class 25 contains 6042 members 
Mstep: Class 26 contains 41085 members 
Mstep: Class 27 contains 22498 members 
Mstep: Class 28 contains 5184 members 
Mstep: Class 29 contains 4587 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10954 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35609 members 
Mstep: Class 38 contains 59866 members 
Mstep: Class 39 contains 5768 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10179 members 
Mstep: Class 43 contains 4036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80999896.000000 Penalty: 85805.187500
Iteration 423Q: 44 clusters Score -8.09999e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27067 members 
Mstep: Class 4 contains 34984 members 
Mstep: Class 5 contains 50670 members 
Mstep: Class 6 contains 24130 members 
Mstep: Class 7 contains 18233 members 
Mstep: Class 8 contains 8893 members 
Mstep: Class 9 contains 72608 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48231 members 
Mstep: Class 13 contains 34442 members 
Mstep: Class 14 contains 3271 members 
Mstep: Class 15 contains 5684 members 
Mstep: Class 16 contains 17847 members 
Mstep: Class 17 contains 10363 members 
Mstep: Class 18 contains 30262 members 
Mstep: Class 19 contains 16233 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1380 members 
Mstep: Class 22 contains 8775 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11994 members 
Mstep: Class 25 contains 6042 members 
Mstep: Class 26 contains 41085 members 
Mstep: Class 27 contains 22498 members 
Mstep: Class 28 contains 5184 members 
Mstep: Class 29 contains 4587 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10954 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35609 members 
Mstep: Class 38 contains 59854 members 
Mstep: Class 39 contains 5768 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10179 members 
Mstep: Class 43 contains 4036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80999888.000000 Penalty: 85805.187500
Iteration 424Q: 44 clusters Score -8.099989e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27064 members 
Mstep: Class 4 contains 34984 members 
Mstep: Class 5 contains 50677 members 
Mstep: Class 6 contains 24130 members 
Mstep: Class 7 contains 18233 members 
Mstep: Class 8 contains 8893 members 
Mstep: Class 9 contains 72611 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48231 members 
Mstep: Class 13 contains 34442 members 
Mstep: Class 14 contains 3271 members 
Mstep: Class 15 contains 5684 members 
Mstep: Class 16 contains 17847 members 
Mstep: Class 17 contains 10363 members 
Mstep: Class 18 contains 30264 members 
Mstep: Class 19 contains 16233 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1380 members 
Mstep: Class 22 contains 8775 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11994 members 
Mstep: Class 25 contains 6042 members 
Mstep: Class 26 contains 41088 members 
Mstep: Class 27 contains 22498 members 
Mstep: Class 28 contains 5184 members 
Mstep: Class 29 contains 4587 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10954 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35609 members 
Mstep: Class 38 contains 59842 members 
Mstep: Class 39 contains 5768 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10179 members 
Mstep: Class 43 contains 4036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80999896.000000 Penalty: 85805.187500
Iteration 425Q: 44 clusters Score -8.09999e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27060 members 
Mstep: Class 4 contains 34984 members 
Mstep: Class 5 contains 50683 members 
Mstep: Class 6 contains 24130 members 
Mstep: Class 7 contains 18235 members 
Mstep: Class 8 contains 8893 members 
Mstep: Class 9 contains 72616 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48232 members 
Mstep: Class 13 contains 34442 members 
Mstep: Class 14 contains 3271 members 
Mstep: Class 15 contains 5684 members 
Mstep: Class 16 contains 17847 members 
Mstep: Class 17 contains 10363 members 
Mstep: Class 18 contains 30264 members 
Mstep: Class 19 contains 16233 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1380 members 
Mstep: Class 22 contains 8775 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11993 members 
Mstep: Class 25 contains 6042 members 
Mstep: Class 26 contains 41088 members 
Mstep: Class 27 contains 22498 members 
Mstep: Class 28 contains 5184 members 
Mstep: Class 29 contains 4587 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10954 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35609 members 
Mstep: Class 38 contains 59833 members 
Mstep: Class 39 contains 5768 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10179 members 
Mstep: Class 43 contains 4036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80999920.000000 Penalty: 85805.187500
Iteration 426Q: 44 clusters Score -8.099992e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27056 members 
Mstep: Class 4 contains 34984 members 
Mstep: Class 5 contains 50682 members 
Mstep: Class 6 contains 24130 members 
Mstep: Class 7 contains 18238 members 
Mstep: Class 8 contains 8893 members 
Mstep: Class 9 contains 72619 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48234 members 
Mstep: Class 13 contains 34442 members 
Mstep: Class 14 contains 3271 members 
Mstep: Class 15 contains 5684 members 
Mstep: Class 16 contains 17847 members 
Mstep: Class 17 contains 10363 members 
Mstep: Class 18 contains 30263 members 
Mstep: Class 19 contains 16233 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1380 members 
Mstep: Class 22 contains 8775 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11992 members 
Mstep: Class 25 contains 6042 members 
Mstep: Class 26 contains 41088 members 
Mstep: Class 27 contains 22498 members 
Mstep: Class 28 contains 5184 members 
Mstep: Class 29 contains 4587 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10954 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35609 members 
Mstep: Class 38 contains 59832 members 
Mstep: Class 39 contains 5768 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10179 members 
Mstep: Class 43 contains 4036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80999896.000000 Penalty: 85805.187500
Iteration 427Q: 44 clusters Score -8.09999e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27055 members 
Mstep: Class 4 contains 34984 members 
Mstep: Class 5 contains 50675 members 
Mstep: Class 6 contains 24130 members 
Mstep: Class 7 contains 18239 members 
Mstep: Class 8 contains 8893 members 
Mstep: Class 9 contains 72624 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48236 members 
Mstep: Class 13 contains 34441 members 
Mstep: Class 14 contains 3271 members 
Mstep: Class 15 contains 5684 members 
Mstep: Class 16 contains 17847 members 
Mstep: Class 17 contains 10363 members 
Mstep: Class 18 contains 30263 members 
Mstep: Class 19 contains 16233 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1380 members 
Mstep: Class 22 contains 8775 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11992 members 
Mstep: Class 25 contains 6042 members 
Mstep: Class 26 contains 41088 members 
Mstep: Class 27 contains 22498 members 
Mstep: Class 28 contains 5184 members 
Mstep: Class 29 contains 4587 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10954 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35609 members 
Mstep: Class 38 contains 59833 members 
Mstep: Class 39 contains 5768 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10179 members 
Mstep: Class 43 contains 4036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80999904.000000 Penalty: 85805.187500
Iteration 428Q: 44 clusters Score -8.09999e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27055 members 
Mstep: Class 4 contains 34984 members 
Mstep: Class 5 contains 50675 members 
Mstep: Class 6 contains 24130 members 
Mstep: Class 7 contains 18237 members 
Mstep: Class 8 contains 8893 members 
Mstep: Class 9 contains 72625 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48240 members 
Mstep: Class 13 contains 34440 members 
Mstep: Class 14 contains 3271 members 
Mstep: Class 15 contains 5684 members 
Mstep: Class 16 contains 17848 members 
Mstep: Class 17 contains 10363 members 
Mstep: Class 18 contains 30263 members 
Mstep: Class 19 contains 16233 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1380 members 
Mstep: Class 22 contains 8775 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11992 members 
Mstep: Class 25 contains 6041 members 
Mstep: Class 26 contains 41086 members 
Mstep: Class 27 contains 22498 members 
Mstep: Class 28 contains 5184 members 
Mstep: Class 29 contains 4587 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10954 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35609 members 
Mstep: Class 38 contains 59833 members 
Mstep: Class 39 contains 5768 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10179 members 
Mstep: Class 43 contains 4036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80999896.000000 Penalty: 85805.187500
Iteration 429Q: 44 clusters Score -8.09999e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27055 members 
Mstep: Class 4 contains 34984 members 
Mstep: Class 5 contains 50673 members 
Mstep: Class 6 contains 24130 members 
Mstep: Class 7 contains 18236 members 
Mstep: Class 8 contains 8893 members 
Mstep: Class 9 contains 72628 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48244 members 
Mstep: Class 13 contains 34439 members 
Mstep: Class 14 contains 3271 members 
Mstep: Class 15 contains 5684 members 
Mstep: Class 16 contains 17849 members 
Mstep: Class 17 contains 10363 members 
Mstep: Class 18 contains 30263 members 
Mstep: Class 19 contains 16233 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1380 members 
Mstep: Class 22 contains 8775 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11992 members 
Mstep: Class 25 contains 6041 members 
Mstep: Class 26 contains 41084 members 
Mstep: Class 27 contains 22498 members 
Mstep: Class 28 contains 5184 members 
Mstep: Class 29 contains 4587 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10954 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35609 members 
Mstep: Class 38 contains 59831 members 
Mstep: Class 39 contains 5768 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10179 members 
Mstep: Class 43 contains 4036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80999864.000000 Penalty: 85805.187500
Iteration 430Q: 44 clusters Score -8.099986e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27056 members 
Mstep: Class 4 contains 34984 members 
Mstep: Class 5 contains 50675 members 
Mstep: Class 6 contains 24131 members 
Mstep: Class 7 contains 18238 members 
Mstep: Class 8 contains 8893 members 
Mstep: Class 9 contains 72628 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48247 members 
Mstep: Class 13 contains 34439 members 
Mstep: Class 14 contains 3271 members 
Mstep: Class 15 contains 5684 members 
Mstep: Class 16 contains 17849 members 
Mstep: Class 17 contains 10363 members 
Mstep: Class 18 contains 30260 members 
Mstep: Class 19 contains 16233 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1380 members 
Mstep: Class 22 contains 8775 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11992 members 
Mstep: Class 25 contains 6040 members 
Mstep: Class 26 contains 41083 members 
Mstep: Class 27 contains 22498 members 
Mstep: Class 28 contains 5184 members 
Mstep: Class 29 contains 4587 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10954 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35609 members 
Mstep: Class 38 contains 59828 members 
Mstep: Class 39 contains 5768 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10179 members 
Mstep: Class 43 contains 4035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80999872.000000 Penalty: 85805.187500
Iteration 431Q: 44 clusters Score -8.099987e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27056 members 
Mstep: Class 4 contains 34984 members 
Mstep: Class 5 contains 50673 members 
Mstep: Class 6 contains 24131 members 
Mstep: Class 7 contains 18237 members 
Mstep: Class 8 contains 8893 members 
Mstep: Class 9 contains 72627 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48251 members 
Mstep: Class 13 contains 34439 members 
Mstep: Class 14 contains 3271 members 
Mstep: Class 15 contains 5684 members 
Mstep: Class 16 contains 17849 members 
Mstep: Class 17 contains 10363 members 
Mstep: Class 18 contains 30260 members 
Mstep: Class 19 contains 16233 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1380 members 
Mstep: Class 22 contains 8775 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11992 members 
Mstep: Class 25 contains 6040 members 
Mstep: Class 26 contains 41084 members 
Mstep: Class 27 contains 22498 members 
Mstep: Class 28 contains 5184 members 
Mstep: Class 29 contains 4587 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10954 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35609 members 
Mstep: Class 38 contains 59827 members 
Mstep: Class 39 contains 5768 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10179 members 
Mstep: Class 43 contains 4035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80999912.000000 Penalty: 85805.187500
Iteration 432Q: 44 clusters Score -8.099991e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27056 members 
Mstep: Class 4 contains 34984 members 
Mstep: Class 5 contains 50675 members 
Mstep: Class 6 contains 24131 members 
Mstep: Class 7 contains 18237 members 
Mstep: Class 8 contains 8893 members 
Mstep: Class 9 contains 72626 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48255 members 
Mstep: Class 13 contains 34439 members 
Mstep: Class 14 contains 3271 members 
Mstep: Class 15 contains 5684 members 
Mstep: Class 16 contains 17849 members 
Mstep: Class 17 contains 10363 members 
Mstep: Class 18 contains 30260 members 
Mstep: Class 19 contains 16233 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1380 members 
Mstep: Class 22 contains 8775 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11992 members 
Mstep: Class 25 contains 6040 members 
Mstep: Class 26 contains 41083 members 
Mstep: Class 27 contains 22498 members 
Mstep: Class 28 contains 5184 members 
Mstep: Class 29 contains 4587 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10954 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35609 members 
Mstep: Class 38 contains 59823 members 
Mstep: Class 39 contains 5768 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10179 members 
Mstep: Class 43 contains 4035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80999928.000000 Penalty: 85805.187500
Iteration 433Q: 44 clusters Score -8.099993e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27056 members 
Mstep: Class 4 contains 34984 members 
Mstep: Class 5 contains 50679 members 
Mstep: Class 6 contains 24131 members 
Mstep: Class 7 contains 18237 members 
Mstep: Class 8 contains 8893 members 
Mstep: Class 9 contains 72627 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48256 members 
Mstep: Class 13 contains 34439 members 
Mstep: Class 14 contains 3271 members 
Mstep: Class 15 contains 5684 members 
Mstep: Class 16 contains 17849 members 
Mstep: Class 17 contains 10363 members 
Mstep: Class 18 contains 30260 members 
Mstep: Class 19 contains 16233 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1380 members 
Mstep: Class 22 contains 8775 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11992 members 
Mstep: Class 25 contains 6040 members 
Mstep: Class 26 contains 41084 members 
Mstep: Class 27 contains 22498 members 
Mstep: Class 28 contains 5184 members 
Mstep: Class 29 contains 4587 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10954 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35609 members 
Mstep: Class 38 contains 59817 members 
Mstep: Class 39 contains 5767 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10179 members 
Mstep: Class 43 contains 4035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80999888.000000 Penalty: 85805.187500
Iteration 434Q: 44 clusters Score -8.099989e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27058 members 
Mstep: Class 4 contains 34984 members 
Mstep: Class 5 contains 50685 members 
Mstep: Class 6 contains 24131 members 
Mstep: Class 7 contains 18238 members 
Mstep: Class 8 contains 8893 members 
Mstep: Class 9 contains 72627 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48253 members 
Mstep: Class 13 contains 34439 members 
Mstep: Class 14 contains 3271 members 
Mstep: Class 15 contains 5684 members 
Mstep: Class 16 contains 17849 members 
Mstep: Class 17 contains 10363 members 
Mstep: Class 18 contains 30260 members 
Mstep: Class 19 contains 16234 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1380 members 
Mstep: Class 22 contains 8775 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11992 members 
Mstep: Class 25 contains 6040 members 
Mstep: Class 26 contains 41085 members 
Mstep: Class 27 contains 22498 members 
Mstep: Class 28 contains 5184 members 
Mstep: Class 29 contains 4587 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10954 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35609 members 
Mstep: Class 38 contains 59809 members 
Mstep: Class 39 contains 5767 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10179 members 
Mstep: Class 43 contains 4035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80999904.000000 Penalty: 85805.187500
Iteration 435Q: 44 clusters Score -8.09999e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27057 members 
Mstep: Class 4 contains 34985 members 
Mstep: Class 5 contains 50692 members 
Mstep: Class 6 contains 24131 members 
Mstep: Class 7 contains 18236 members 
Mstep: Class 8 contains 8893 members 
Mstep: Class 9 contains 72629 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48252 members 
Mstep: Class 13 contains 34438 members 
Mstep: Class 14 contains 3271 members 
Mstep: Class 15 contains 5684 members 
Mstep: Class 16 contains 17849 members 
Mstep: Class 17 contains 10363 members 
Mstep: Class 18 contains 30260 members 
Mstep: Class 19 contains 16234 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1380 members 
Mstep: Class 22 contains 8775 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11992 members 
Mstep: Class 25 contains 6040 members 
Mstep: Class 26 contains 41085 members 
Mstep: Class 27 contains 22498 members 
Mstep: Class 28 contains 5184 members 
Mstep: Class 29 contains 4587 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10954 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35608 members 
Mstep: Class 38 contains 59805 members 
Mstep: Class 39 contains 5767 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10179 members 
Mstep: Class 43 contains 4035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80999904.000000 Penalty: 85805.187500
Iteration 436Q: 44 clusters Score -8.09999e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27057 members 
Mstep: Class 4 contains 34985 members 
Mstep: Class 5 contains 50696 members 
Mstep: Class 6 contains 24131 members 
Mstep: Class 7 contains 18236 members 
Mstep: Class 8 contains 8893 members 
Mstep: Class 9 contains 72627 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48251 members 
Mstep: Class 13 contains 34438 members 
Mstep: Class 14 contains 3271 members 
Mstep: Class 15 contains 5684 members 
Mstep: Class 16 contains 17849 members 
Mstep: Class 17 contains 10363 members 
Mstep: Class 18 contains 30260 members 
Mstep: Class 19 contains 16234 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1380 members 
Mstep: Class 22 contains 8775 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11993 members 
Mstep: Class 25 contains 6040 members 
Mstep: Class 26 contains 41087 members 
Mstep: Class 27 contains 22498 members 
Mstep: Class 28 contains 5184 members 
Mstep: Class 29 contains 4587 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10954 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35607 members 
Mstep: Class 38 contains 59802 members 
Mstep: Class 39 contains 5767 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10179 members 
Mstep: Class 43 contains 4035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80999920.000000 Penalty: 85805.187500
Iteration 437Q: 44 clusters Score -8.099992e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27056 members 
Mstep: Class 4 contains 34985 members 
Mstep: Class 5 contains 50697 members 
Mstep: Class 6 contains 24131 members 
Mstep: Class 7 contains 18237 members 
Mstep: Class 8 contains 8893 members 
Mstep: Class 9 contains 72627 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48251 members 
Mstep: Class 13 contains 34438 members 
Mstep: Class 14 contains 3271 members 
Mstep: Class 15 contains 5684 members 
Mstep: Class 16 contains 17849 members 
Mstep: Class 17 contains 10363 members 
Mstep: Class 18 contains 30260 members 
Mstep: Class 19 contains 16234 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1380 members 
Mstep: Class 22 contains 8775 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11996 members 
Mstep: Class 25 contains 6040 members 
Mstep: Class 26 contains 41087 members 
Mstep: Class 27 contains 22498 members 
Mstep: Class 28 contains 5184 members 
Mstep: Class 29 contains 4587 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10954 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35606 members 
Mstep: Class 38 contains 59800 members 
Mstep: Class 39 contains 5767 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10178 members 
Mstep: Class 43 contains 4035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80999928.000000 Penalty: 85805.187500
Iteration 438Q: 44 clusters Score -8.099993e+07 nChanged 11
Entering ConstructFrom: 
Score: -80999928.000000 Penalty: 85805.187500
Entering ConstructFrom: 
Trying to split cluster 1 (21722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21722 members 
Entering Unmasked Estep 
Score: -2760668.000000 Penalty: 1485.928955
	Iteration 0F: 2 clusters Score -2760668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -2746351.250000 Penalty: 2971.857910
	Iteration 0F: 3 clusters Score -2746351 nChanged 9657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -2751550.750000 Penalty: 2971.857910
	Iteration 1F: 3 clusters Score -2751551 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -2751964.000000 Penalty: 2971.857910
	Iteration 2F: 3 clusters Score -2751964 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -2752441.000000 Penalty: 2971.857910
	Iteration 3Q: 3 clusters Score -2752441 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -2753055.500000 Penalty: 2971.857910
	Iteration 4F: 3 clusters Score -2753056 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -2753896.000000 Penalty: 2971.857910
	Iteration 5F: 3 clusters Score -2753896 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -2755047.000000 Penalty: 2971.857910
	Iteration 6F: 3 clusters Score -2755047 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -2756408.250000 Penalty: 2971.857910
	Iteration 7F: 3 clusters Score -2756408 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -2757632.000000 Penalty: 2971.857910
	Iteration 8F: 3 clusters Score -2757632 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2758478.000000 Penalty: 2971.857910
	Iteration 9Q: 3 clusters Score -2758478 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2758941.500000 Penalty: 2971.857910
	Iteration 10Q: 3 clusters Score -2758942 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21226 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2759176.000000 Penalty: 2971.857910
	Iteration 11Q: 3 clusters Score -2759176 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -2759311.500000 Penalty: 2971.857910
	Iteration 12Q: 3 clusters Score -2759312 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21368 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2759388.750000 Penalty: 2971.857910
	Iteration 13Q: 3 clusters Score -2759389 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2759423.250000 Penalty: 2971.857910
	Iteration 14Q: 3 clusters Score -2759423 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2759441.000000 Penalty: 2971.857910
	Iteration 15Q: 3 clusters Score -2759441 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2759464.250000 Penalty: 2971.857910
	Iteration 16Q: 3 clusters Score -2759464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21427 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2759477.000000 Penalty: 2971.857910
	Iteration 17Q: 3 clusters Score -2759477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -2759482.750000 Penalty: 2971.857910
	Iteration 18Q: 3 clusters Score -2759483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21436 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2759488.250000 Penalty: 2971.857910
	Iteration 19Q: 3 clusters Score -2759488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2759490.000000 Penalty: 2971.857910
	Iteration 20F: 3 clusters Score -2759490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2759493.250000 Penalty: 2971.857910
	Iteration 21Q: 3 clusters Score -2759493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2759500.500000 Penalty: 2971.857910
	Iteration 22Q: 3 clusters Score -2759500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21440 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -2759502.000000 Penalty: 2971.857910
	Iteration 23Q: 3 clusters Score -2759502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2759503.000000 Penalty: 2971.857910
	Iteration 24Q: 3 clusters Score -2759503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21445 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -2759507.250000 Penalty: 2971.857910
	Iteration 25Q: 3 clusters Score -2759507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21447 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2759511.750000 Penalty: 2971.857910
	Iteration 26Q: 3 clusters Score -2759512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2759515.000000 Penalty: 2971.857910
	Iteration 27Q: 3 clusters Score -2759515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2759519.000000 Penalty: 2971.857910
	Iteration 28Q: 3 clusters Score -2759519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -2759525.500000 Penalty: 2971.857910
	Iteration 29Q: 3 clusters Score -2759526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2759530.250000 Penalty: 2971.857910
	Iteration 30Q: 3 clusters Score -2759530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21452 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2759530.000000 Penalty: 2971.857910
	Iteration 31Q: 3 clusters Score -2759530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21452 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2759530.000000 Penalty: 2971.857910
	Iteration 32F: 3 clusters Score -2759530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Entering Unmasked Estep 
Score: -884799.312500 Penalty: 1316.722290
	Iteration 0F: 2 clusters Score -884799.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -879907.437500 Penalty: 2633.444580
	Iteration 0F: 3 clusters Score -879907.4 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -881461.312500 Penalty: 2633.444580
	Iteration 1F: 3 clusters Score -881461.3 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -881712.125000 Penalty: 2633.444580
	Iteration 2F: 3 clusters Score -881712.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -881872.625000 Penalty: 2633.444580
	Iteration 3F: 3 clusters Score -881872.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -882009.062500 Penalty: 2633.444580
	Iteration 4Q: 3 clusters Score -882009.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -882127.625000 Penalty: 2633.444580
	Iteration 5Q: 3 clusters Score -882127.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -882218.500000 Penalty: 2633.444580
	Iteration 6Q: 3 clusters Score -882218.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -882306.062500 Penalty: 2633.444580
	Iteration 7Q: 3 clusters Score -882306.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -882387.625000 Penalty: 2633.444580
	Iteration 8Q: 3 clusters Score -882387.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -882468.812500 Penalty: 2633.444580
	Iteration 9Q: 3 clusters Score -882468.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -882567.062500 Penalty: 2633.444580
	Iteration 10Q: 3 clusters Score -882567.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -882649.875000 Penalty: 2633.444580
	Iteration 11Q: 3 clusters Score -882649.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -882730.062500 Penalty: 2633.444580
	Iteration 12Q: 3 clusters Score -882730.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -882816.000000 Penalty: 2633.444580
	Iteration 13Q: 3 clusters Score -882816 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -882909.000000 Penalty: 2633.444580
	Iteration 14Q: 3 clusters Score -882909 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -883005.312500 Penalty: 2633.444580
	Iteration 15Q: 3 clusters Score -883005.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -883100.812500 Penalty: 2633.444580
	Iteration 16Q: 3 clusters Score -883100.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -883173.687500 Penalty: 2633.444580
	Iteration 17Q: 3 clusters Score -883173.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -883252.625000 Penalty: 2633.444580
	Iteration 18Q: 3 clusters Score -883252.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -883315.750000 Penalty: 2633.444580
	Iteration 19Q: 3 clusters Score -883315.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -883373.687500 Penalty: 2633.444580
	Iteration 20F: 3 clusters Score -883373.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -883433.062500 Penalty: 2633.444580
	Iteration 21Q: 3 clusters Score -883433.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -883482.625000 Penalty: 2633.444580
	Iteration 22Q: 3 clusters Score -883482.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -883526.000000 Penalty: 2633.444580
	Iteration 23Q: 3 clusters Score -883526 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -883575.875000 Penalty: 2633.444580
	Iteration 24Q: 3 clusters Score -883575.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -883608.187500 Penalty: 2633.444580
	Iteration 25Q: 3 clusters Score -883608.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -883641.250000 Penalty: 2633.444580
	Iteration 26Q: 3 clusters Score -883641.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -883676.625000 Penalty: 2633.444580
	Iteration 27Q: 3 clusters Score -883676.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -883699.687500 Penalty: 2633.444580
	Iteration 28Q: 3 clusters Score -883699.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -883711.437500 Penalty: 2633.444580
	Iteration 29Q: 3 clusters Score -883711.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -883721.625000 Penalty: 2633.444580
	Iteration 30Q: 3 clusters Score -883721.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -883732.812500 Penalty: 2633.444580
	Iteration 31Q: 3 clusters Score -883732.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -883744.937500 Penalty: 2633.444580
	Iteration 32Q: 3 clusters Score -883744.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -883750.062500 Penalty: 2633.444580
	Iteration 33Q: 3 clusters Score -883750.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -883751.750000 Penalty: 2633.444580
	Iteration 34Q: 3 clusters Score -883751.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -883755.750000 Penalty: 2633.444580
	Iteration 35Q: 3 clusters Score -883755.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -883758.250000 Penalty: 2633.444580
	Iteration 36Q: 3 clusters Score -883758.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -883763.000000 Penalty: 2633.444580
	Iteration 37Q: 3 clusters Score -883763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -883768.812500 Penalty: 2633.444580
	Iteration 38Q: 3 clusters Score -883768.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -883775.687500 Penalty: 2633.444580
	Iteration 39Q: 3 clusters Score -883775.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -883775.312500 Penalty: 2633.444580
	Iteration 40F: 3 clusters Score -883775.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -883776.250000 Penalty: 2633.444580
	Iteration 41Q: 3 clusters Score -883776.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -883776.250000 Penalty: 2633.444580
	Iteration 42F: 3 clusters Score -883776.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (27055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27055 members 
Entering Unmasked Estep 
Score: -3314605.250000 Penalty: 1518.597412
	Iteration 0F: 2 clusters Score -3314605 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -3296989.250000 Penalty: 3037.194824
	Iteration 0F: 3 clusters Score -3296989 nChanged 12163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -3303483.000000 Penalty: 3037.194824
	Iteration 1F: 3 clusters Score -3303483 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -3304088.000000 Penalty: 3037.194824
	Iteration 2F: 3 clusters Score -3304088 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -3304761.250000 Penalty: 3037.194824
	Iteration 3F: 3 clusters Score -3304761 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -3305579.000000 Penalty: 3037.194824
	Iteration 4F: 3 clusters Score -3305579 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -3306489.750000 Penalty: 3037.194824
	Iteration 5F: 3 clusters Score -3306490 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -3307512.500000 Penalty: 3037.194824
	Iteration 6F: 3 clusters Score -3307512 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -3308463.000000 Penalty: 3037.194824
	Iteration 7F: 3 clusters Score -3308463 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -3309275.750000 Penalty: 3037.194824
	Iteration 8F: 3 clusters Score -3309276 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -3309789.500000 Penalty: 3037.194824
	Iteration 9Q: 3 clusters Score -3309790 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -3310081.750000 Penalty: 3037.194824
	Iteration 10Q: 3 clusters Score -3310082 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -3310291.750000 Penalty: 3037.194824
	Iteration 11Q: 3 clusters Score -3310292 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -3310447.750000 Penalty: 3037.194824
	Iteration 12Q: 3 clusters Score -3310448 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -3310600.000000 Penalty: 3037.194824
	Iteration 13Q: 3 clusters Score -3310600 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -3310759.750000 Penalty: 3037.194824
	Iteration 14Q: 3 clusters Score -3310760 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -3310901.000000 Penalty: 3037.194824
	Iteration 15Q: 3 clusters Score -3310901 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -3311070.750000 Penalty: 3037.194824
	Iteration 16Q: 3 clusters Score -3311071 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -3311275.250000 Penalty: 3037.194824
	Iteration 17Q: 3 clusters Score -3311275 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -3311440.750000 Penalty: 3037.194824
	Iteration 18Q: 3 clusters Score -3311441 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -3311601.750000 Penalty: 3037.194824
	Iteration 19Q: 3 clusters Score -3311602 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -3311745.250000 Penalty: 3037.194824
	Iteration 20F: 3 clusters Score -3311745 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -3311854.000000 Penalty: 3037.194824
	Iteration 21Q: 3 clusters Score -3311854 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -3311949.000000 Penalty: 3037.194824
	Iteration 22Q: 3 clusters Score -3311949 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -3312059.500000 Penalty: 3037.194824
	Iteration 23Q: 3 clusters Score -3312060 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -3312136.000000 Penalty: 3037.194824
	Iteration 24Q: 3 clusters Score -3312136 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -3312226.000000 Penalty: 3037.194824
	Iteration 25Q: 3 clusters Score -3312226 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -3312311.250000 Penalty: 3037.194824
	Iteration 26Q: 3 clusters Score -3312311 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -3312387.500000 Penalty: 3037.194824
	Iteration 27Q: 3 clusters Score -3312388 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -3312426.750000 Penalty: 3037.194824
	Iteration 28Q: 3 clusters Score -3312427 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22051 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -3312464.250000 Penalty: 3037.194824
	Iteration 29Q: 3 clusters Score -3312464 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -3312514.000000 Penalty: 3037.194824
	Iteration 30Q: 3 clusters Score -3312514 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -3312570.500000 Penalty: 3037.194824
	Iteration 31Q: 3 clusters Score -3312570 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -3312629.750000 Penalty: 3037.194824
	Iteration 32Q: 3 clusters Score -3312630 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -3312678.500000 Penalty: 3037.194824
	Iteration 33Q: 3 clusters Score -3312678 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22816 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -3312730.000000 Penalty: 3037.194824
	Iteration 34Q: 3 clusters Score -3312730 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22946 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -3312779.750000 Penalty: 3037.194824
	Iteration 35Q: 3 clusters Score -3312780 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -3312846.250000 Penalty: 3037.194824
	Iteration 36Q: 3 clusters Score -3312846 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23234 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -3312899.500000 Penalty: 3037.194824
	Iteration 37Q: 3 clusters Score -3312900 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23360 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -3312945.750000 Penalty: 3037.194824
	Iteration 38Q: 3 clusters Score -3312946 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23474 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -3312995.250000 Penalty: 3037.194824
	Iteration 39Q: 3 clusters Score -3312995 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23562 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -3313021.500000 Penalty: 3037.194824
	Iteration 40F: 3 clusters Score -3313022 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -3313055.250000 Penalty: 3037.194824
	Iteration 41Q: 3 clusters Score -3313055 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23725 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -3313067.500000 Penalty: 3037.194824
	Iteration 42Q: 3 clusters Score -3313068 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -3313101.250000 Penalty: 3037.194824
	Iteration 43Q: 3 clusters Score -3313101 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23890 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -3313116.250000 Penalty: 3037.194824
	Iteration 44Q: 3 clusters Score -3313116 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -3313141.750000 Penalty: 3037.194824
	Iteration 45Q: 3 clusters Score -3313142 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24045 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -3313179.750000 Penalty: 3037.194824
	Iteration 46Q: 3 clusters Score -3313180 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24115 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -3313198.000000 Penalty: 3037.194824
	Iteration 47Q: 3 clusters Score -3313198 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24177 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -3313220.500000 Penalty: 3037.194824
	Iteration 48Q: 3 clusters Score -3313220 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24237 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -3313231.250000 Penalty: 3037.194824
	Iteration 49Q: 3 clusters Score -3313231 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24283 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -3313249.500000 Penalty: 3037.194824
	Iteration 50Q: 3 clusters Score -3313250 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24322 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -3313256.000000 Penalty: 3037.194824
	Iteration 51Q: 3 clusters Score -3313256 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24362 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -3313265.750000 Penalty: 3037.194824
	Iteration 52Q: 3 clusters Score -3313266 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24404 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -3313277.750000 Penalty: 3037.194824
	Iteration 53Q: 3 clusters Score -3313278 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24441 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -3313286.250000 Penalty: 3037.194824
	Iteration 54Q: 3 clusters Score -3313286 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24479 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -3313284.750000 Penalty: 3037.194824
	Iteration 55Q: 3 clusters Score -3313285 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24515 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -3313294.000000 Penalty: 3037.194824
	Iteration 56Q: 3 clusters Score -3313294 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24542 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -3313302.000000 Penalty: 3037.194824
	Iteration 57Q: 3 clusters Score -3313302 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -3313311.750000 Penalty: 3037.194824
	Iteration 58Q: 3 clusters Score -3313312 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24607 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -3313313.750000 Penalty: 3037.194824
	Iteration 59Q: 3 clusters Score -3313314 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -3313324.250000 Penalty: 3037.194824
	Iteration 60F: 3 clusters Score -3313324 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24677 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -3313332.500000 Penalty: 3037.194824
	Iteration 61Q: 3 clusters Score -3313332 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -3313343.000000 Penalty: 3037.194824
	Iteration 62Q: 3 clusters Score -3313343 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24744 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -3313351.000000 Penalty: 3037.194824
	Iteration 63Q: 3 clusters Score -3313351 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24771 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -3313358.750000 Penalty: 3037.194824
	Iteration 64Q: 3 clusters Score -3313359 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -3313373.000000 Penalty: 3037.194824
	Iteration 65Q: 3 clusters Score -3313373 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24831 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -3313374.750000 Penalty: 3037.194824
	Iteration 66Q: 3 clusters Score -3313375 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24862 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -3313388.500000 Penalty: 3037.194824
	Iteration 67Q: 3 clusters Score -3313388 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24895 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -3313399.500000 Penalty: 3037.194824
	Iteration 68Q: 3 clusters Score -3313400 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24918 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -3313409.250000 Penalty: 3037.194824
	Iteration 69Q: 3 clusters Score -3313409 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24934 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -3313415.250000 Penalty: 3037.194824
	Iteration 70Q: 3 clusters Score -3313415 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24944 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -3313422.250000 Penalty: 3037.194824
	Iteration 71Q: 3 clusters Score -3313422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24950 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -3313418.000000 Penalty: 3037.194824
	Iteration 72Q: 3 clusters Score -3313418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24961 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -3313414.250000 Penalty: 3037.194824
	Iteration 73Q: 3 clusters Score -3313414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24974 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -3313416.250000 Penalty: 3037.194824
	Iteration 74Q: 3 clusters Score -3313416 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24990 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -3313419.250000 Penalty: 3037.194824
	Iteration 75Q: 3 clusters Score -3313419 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25008 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -3313421.750000 Penalty: 3037.194824
	Iteration 76Q: 3 clusters Score -3313422 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25022 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -3313432.750000 Penalty: 3037.194824
	Iteration 77Q: 3 clusters Score -3313433 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25035 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -3313433.750000 Penalty: 3037.194824
	Iteration 78Q: 3 clusters Score -3313434 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25053 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -3313432.250000 Penalty: 3037.194824
	Iteration 79Q: 3 clusters Score -3313432 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25073 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -3313439.500000 Penalty: 3037.194824
	Iteration 80F: 3 clusters Score -3313440 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25095 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -3313447.750000 Penalty: 3037.194824
	Iteration 81Q: 3 clusters Score -3313448 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25109 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -3313441.000000 Penalty: 3037.194824
	Iteration 82Q: 3 clusters Score -3313441 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25121 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -3313444.250000 Penalty: 3037.194824
	Iteration 83Q: 3 clusters Score -3313444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25128 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -3313451.250000 Penalty: 3037.194824
	Iteration 84Q: 3 clusters Score -3313451 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25135 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -3313453.250000 Penalty: 3037.194824
	Iteration 85Q: 3 clusters Score -3313453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25139 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -3313452.000000 Penalty: 3037.194824
	Iteration 86Q: 3 clusters Score -3313452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25139 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -3313453.000000 Penalty: 3037.194824
	Iteration 87Q: 3 clusters Score -3313453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25142 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -3313452.500000 Penalty: 3037.194824
	Iteration 88Q: 3 clusters Score -3313452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25144 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -3313451.000000 Penalty: 3037.194824
	Iteration 89Q: 3 clusters Score -3313451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25145 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -3313451.750000 Penalty: 3037.194824
	Iteration 90Q: 3 clusters Score -3313452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25145 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -3313451.750000 Penalty: 3037.194824
	Iteration 91Q: 3 clusters Score -3313452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25146 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -3313451.000000 Penalty: 3037.194824
	Iteration 92Q: 3 clusters Score -3313451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25147 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -3313453.500000 Penalty: 3037.194824
	Iteration 93Q: 3 clusters Score -3313454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25149 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -3313452.500000 Penalty: 3037.194824
	Iteration 94Q: 3 clusters Score -3313452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25150 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -3313452.750000 Penalty: 3037.194824
	Iteration 95Q: 3 clusters Score -3313453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25152 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -3313457.750000 Penalty: 3037.194824
	Iteration 96Q: 3 clusters Score -3313458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25155 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -3313460.250000 Penalty: 3037.194824
	Iteration 97Q: 3 clusters Score -3313460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25157 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -3313454.750000 Penalty: 3037.194824
	Iteration 98Q: 3 clusters Score -3313455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25159 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -3313461.000000 Penalty: 3037.194824
	Iteration 99Q: 3 clusters Score -3313461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25161 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -3313461.500000 Penalty: 3037.194824
	Iteration 100F: 3 clusters Score -3313462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (34985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34985 members 
Entering Unmasked Estep 
Score: -4397048.000000 Penalty: 1556.846069
	Iteration 0F: 2 clusters Score -4397048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -4374337.500000 Penalty: 3113.692139
	Iteration 0F: 3 clusters Score -4374338 nChanged 15876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -4383080.000000 Penalty: 3113.692139
	Iteration 1F: 3 clusters Score -4383080 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -4383604.500000 Penalty: 3113.692139
	Iteration 2Q: 3 clusters Score -4383604 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -4383940.000000 Penalty: 3113.692139
	Iteration 3Q: 3 clusters Score -4383940 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
Score: -4384261.000000 Penalty: 3113.692139
	Iteration 4Q: 3 clusters Score -4384261 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -4384568.500000 Penalty: 3113.692139
	Iteration 5Q: 3 clusters Score -4384568 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 21031 members 
Entering Unmasked Estep 
Score: -4384971.500000 Penalty: 3113.692139
	Iteration 6Q: 3 clusters Score -4384972 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 22251 members 
Entering Unmasked Estep 
Score: -4385527.500000 Penalty: 3113.692139
	Iteration 7Q: 3 clusters Score -4385528 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 23863 members 
Entering Unmasked Estep 
Score: -4386388.500000 Penalty: 3113.692139
	Iteration 8Q: 3 clusters Score -4386388 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 25864 members 
Entering Unmasked Estep 
Score: -4387654.000000 Penalty: 3113.692139
	Iteration 9F: 3 clusters Score -4387654 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 28223 members 
Entering Unmasked Estep 
Score: -4389515.000000 Penalty: 3113.692139
	Iteration 10F: 3 clusters Score -4389515 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 30605 members 
Entering Unmasked Estep 
Score: -4391550.000000 Penalty: 3113.692139
	Iteration 11F: 3 clusters Score -4391550 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 32546 members 
Entering Unmasked Estep 
Score: -4393411.500000 Penalty: 3113.692139
	Iteration 12F: 3 clusters Score -4393412 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 33817 members 
Entering Unmasked Estep 
Score: -4394664.500000 Penalty: 3113.692139
	Iteration 13Q: 3 clusters Score -4394664 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 34410 members 
Entering Unmasked Estep 
Score: -4395306.000000 Penalty: 3113.692139
	Iteration 14Q: 3 clusters Score -4395306 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 34621 members 
Entering Unmasked Estep 
Score: -4395557.000000 Penalty: 3113.692139
	Iteration 15Q: 3 clusters Score -4395557 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 34702 members 
Entering Unmasked Estep 
Score: -4395661.000000 Penalty: 3113.692139
	Iteration 16Q: 3 clusters Score -4395661 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 34732 members 
Entering Unmasked Estep 
Score: -4395712.500000 Penalty: 3113.692139
	Iteration 17Q: 3 clusters Score -4395712 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 34753 members 
Entering Unmasked Estep 
Score: -4395762.500000 Penalty: 3113.692139
	Iteration 18Q: 3 clusters Score -4395762 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 34765 members 
Entering Unmasked Estep 
Score: -4395791.500000 Penalty: 3113.692139
	Iteration 19Q: 3 clusters Score -4395792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 34768 members 
Entering Unmasked Estep 
Score: -4395806.000000 Penalty: 3113.692139
	Iteration 20F: 3 clusters Score -4395806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (50698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50698 members 
Entering Unmasked Estep 
Score: -6469190.000000 Penalty: 1612.046021
	Iteration 0F: 2 clusters Score -6469190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25267 members 
Mstep: Class 2 contains 25431 members 
Entering Unmasked Estep 
Score: -6437153.500000 Penalty: 3224.092041
	Iteration 0F: 3 clusters Score -6437154 nChanged 23386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24321 members 
Mstep: Class 2 contains 26377 members 
Entering Unmasked Estep 
Score: -6449938.500000 Penalty: 3224.092041
	Iteration 1F: 3 clusters Score -6449938 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23407 members 
Mstep: Class 2 contains 27291 members 
Entering Unmasked Estep 
Score: -6450878.500000 Penalty: 3224.092041
	Iteration 2Q: 3 clusters Score -6450878 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 28634 members 
Entering Unmasked Estep 
Score: -6451972.500000 Penalty: 3224.092041
	Iteration 3F: 3 clusters Score -6451972 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 30436 members 
Entering Unmasked Estep 
Score: -6453480.500000 Penalty: 3224.092041
	Iteration 4F: 3 clusters Score -6453480 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 32689 members 
Entering Unmasked Estep 
Score: -6455388.500000 Penalty: 3224.092041
	Iteration 5F: 3 clusters Score -6455388 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 35280 members 
Entering Unmasked Estep 
Score: -6457548.500000 Penalty: 3224.092041
	Iteration 6F: 3 clusters Score -6457548 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 37965 members 
Entering Unmasked Estep 
Score: -6459555.000000 Penalty: 3224.092041
	Iteration 7F: 3 clusters Score -6459555 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 40436 members 
Entering Unmasked Estep 
Score: -6461172.000000 Penalty: 3224.092041
	Iteration 8F: 3 clusters Score -6461172 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 42772 members 
Entering Unmasked Estep 
Score: -6462747.000000 Penalty: 3224.092041
	Iteration 9Q: 3 clusters Score -6462747 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 44823 members 
Entering Unmasked Estep 
Score: -6464067.500000 Penalty: 3224.092041
	Iteration 10Q: 3 clusters Score -6464068 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 46533 members 
Entering Unmasked Estep 
Score: -6465117.000000 Penalty: 3224.092041
	Iteration 11Q: 3 clusters Score -6465117 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 47847 members 
Entering Unmasked Estep 
Score: -6466003.500000 Penalty: 3224.092041
	Iteration 12Q: 3 clusters Score -6466004 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 48814 members 
Entering Unmasked Estep 
Score: -6466698.500000 Penalty: 3224.092041
	Iteration 13Q: 3 clusters Score -6466698 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 49425 members 
Entering Unmasked Estep 
Score: -6467157.500000 Penalty: 3224.092041
	Iteration 14Q: 3 clusters Score -6467158 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 49787 members 
Entering Unmasked Estep 
Score: -6467444.000000 Penalty: 3224.092041
	Iteration 15Q: 3 clusters Score -6467444 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 49985 members 
Entering Unmasked Estep 
Score: -6467599.500000 Penalty: 3224.092041
	Iteration 16Q: 3 clusters Score -6467600 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 50105 members 
Entering Unmasked Estep 
Score: -6467696.500000 Penalty: 3224.092041
	Iteration 17Q: 3 clusters Score -6467696 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 50168 members 
Entering Unmasked Estep 
Score: -6467745.500000 Penalty: 3224.092041
	Iteration 18Q: 3 clusters Score -6467746 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 50215 members 
Entering Unmasked Estep 
Score: -6467779.500000 Penalty: 3224.092041
	Iteration 19Q: 3 clusters Score -6467780 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 50244 members 
Entering Unmasked Estep 
Score: -6467822.000000 Penalty: 3224.092041
	Iteration 20F: 3 clusters Score -6467822 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 50264 members 
Entering Unmasked Estep 
Score: -6467854.500000 Penalty: 3224.092041
	Iteration 21Q: 3 clusters Score -6467854 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 50277 members 
Entering Unmasked Estep 
Score: -6467865.000000 Penalty: 3224.092041
	Iteration 22Q: 3 clusters Score -6467865 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 50284 members 
Entering Unmasked Estep 
Score: -6467883.000000 Penalty: 3224.092041
	Iteration 23Q: 3 clusters Score -6467883 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 50288 members 
Entering Unmasked Estep 
Score: -6467893.500000 Penalty: 3224.092041
	Iteration 24Q: 3 clusters Score -6467894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 50294 members 
Entering Unmasked Estep 
Score: -6467888.000000 Penalty: 3224.092041
	Iteration 25Q: 3 clusters Score -6467888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 50301 members 
Entering Unmasked Estep 
Score: -6467892.500000 Penalty: 3224.092041
	Iteration 26Q: 3 clusters Score -6467892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 50304 members 
Entering Unmasked Estep 
Score: -6467901.000000 Penalty: 3224.092041
	Iteration 27Q: 3 clusters Score -6467901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 50307 members 
Entering Unmasked Estep 
Score: -6467905.000000 Penalty: 3224.092041
	Iteration 28Q: 3 clusters Score -6467905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 50306 members 
Entering Unmasked Estep 
Score: -6467906.000000 Penalty: 3224.092041
	Iteration 29Q: 3 clusters Score -6467906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 50308 members 
Entering Unmasked Estep 
Score: -6467912.500000 Penalty: 3224.092041
	Iteration 30Q: 3 clusters Score -6467912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 50309 members 
Entering Unmasked Estep 
Score: -6467911.000000 Penalty: 3224.092041
	Iteration 31Q: 3 clusters Score -6467911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 50310 members 
Entering Unmasked Estep 
Score: -6467910.000000 Penalty: 3224.092041
	Iteration 32Q: 3 clusters Score -6467910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 50308 members 
Entering Unmasked Estep 
Score: -6467909.500000 Penalty: 3224.092041
	Iteration 33Q: 3 clusters Score -6467910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 50307 members 
Entering Unmasked Estep 
Score: -6467909.500000 Penalty: 3224.092041
	Iteration 34Q: 3 clusters Score -6467910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 50307 members 
Entering Unmasked Estep 
Score: -6467909.500000 Penalty: 3224.092041
	Iteration 35F: 3 clusters Score -6467910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (24131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24131 members 
Entering Unmasked Estep 
Score: -3013260.750000 Penalty: 1501.578369
	Iteration 0F: 2 clusters Score -3013261 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -2997457.250000 Penalty: 3003.156738
	Iteration 0F: 3 clusters Score -2997457 nChanged 10703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -3003151.000000 Penalty: 3003.156738
	Iteration 1F: 3 clusters Score -3003151 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -3003510.500000 Penalty: 3003.156738
	Iteration 2Q: 3 clusters Score -3003510 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -3003809.750000 Penalty: 3003.156738
	Iteration 3Q: 3 clusters Score -3003810 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -3004103.000000 Penalty: 3003.156738
	Iteration 4Q: 3 clusters Score -3004103 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -3004356.250000 Penalty: 3003.156738
	Iteration 5Q: 3 clusters Score -3004356 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -3004634.500000 Penalty: 3003.156738
	Iteration 6Q: 3 clusters Score -3004634 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -3004920.000000 Penalty: 3003.156738
	Iteration 7Q: 3 clusters Score -3004920 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -3005273.500000 Penalty: 3003.156738
	Iteration 8Q: 3 clusters Score -3005274 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -3005791.250000 Penalty: 3003.156738
	Iteration 9Q: 3 clusters Score -3005791 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -3006558.750000 Penalty: 3003.156738
	Iteration 10F: 3 clusters Score -3006559 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -3007563.500000 Penalty: 3003.156738
	Iteration 11F: 3 clusters Score -3007564 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 20327 members 
Entering Unmasked Estep 
Score: -3008776.000000 Penalty: 3003.156738
	Iteration 12F: 3 clusters Score -3008776 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -3009896.500000 Penalty: 3003.156738
	Iteration 13F: 3 clusters Score -3009896 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 22604 members 
Entering Unmasked Estep 
Score: -3010790.000000 Penalty: 3003.156738
	Iteration 14Q: 3 clusters Score -3010790 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 23201 members 
Entering Unmasked Estep 
Score: -3011333.250000 Penalty: 3003.156738
	Iteration 15Q: 3 clusters Score -3011333 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 23513 members 
Entering Unmasked Estep 
Score: -3011664.000000 Penalty: 3003.156738
	Iteration 16Q: 3 clusters Score -3011664 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 23656 members 
Entering Unmasked Estep 
Score: -3011789.000000 Penalty: 3003.156738
	Iteration 17Q: 3 clusters Score -3011789 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 23729 members 
Entering Unmasked Estep 
Score: -3011876.500000 Penalty: 3003.156738
	Iteration 18Q: 3 clusters Score -3011876 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 23769 members 
Entering Unmasked Estep 
Score: -3011922.000000 Penalty: 3003.156738
	Iteration 19Q: 3 clusters Score -3011922 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 23791 members 
Entering Unmasked Estep 
Score: -3011942.500000 Penalty: 3003.156738
	Iteration 20F: 3 clusters Score -3011942 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 23803 members 
Entering Unmasked Estep 
Score: -3011961.250000 Penalty: 3003.156738
	Iteration 21Q: 3 clusters Score -3011961 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 23820 members 
Entering Unmasked Estep 
Score: -3011982.500000 Penalty: 3003.156738
	Iteration 22Q: 3 clusters Score -3011982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 23829 members 
Entering Unmasked Estep 
Score: -3011985.500000 Penalty: 3003.156738
	Iteration 23Q: 3 clusters Score -3011986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -3011993.750000 Penalty: 3003.156738
	Iteration 24Q: 3 clusters Score -3011994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 23838 members 
Entering Unmasked Estep 
Score: -3011999.000000 Penalty: 3003.156738
	Iteration 25Q: 3 clusters Score -3011999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 23841 members 
Entering Unmasked Estep 
Score: -3012001.500000 Penalty: 3003.156738
	Iteration 26Q: 3 clusters Score -3012002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 23843 members 
Entering Unmasked Estep 
Score: -3012002.250000 Penalty: 3003.156738
	Iteration 27Q: 3 clusters Score -3012002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 23843 members 
Entering Unmasked Estep 
Score: -3012006.250000 Penalty: 3003.156738
	Iteration 28Q: 3 clusters Score -3012006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 23844 members 
Entering Unmasked Estep 
Score: -3012007.000000 Penalty: 3003.156738
	Iteration 29Q: 3 clusters Score -3012007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 23844 members 
Entering Unmasked Estep 
Score: -3012007.000000 Penalty: 3003.156738
	Iteration 30F: 3 clusters Score -3012007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Entering Unmasked Estep 
Score: -2223219.500000 Penalty: 1459.907715
	Iteration 0F: 2 clusters Score -2223220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -2211304.750000 Penalty: 2919.815430
	Iteration 0F: 3 clusters Score -2211305 nChanged 7916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -2215540.250000 Penalty: 2919.815430
	Iteration 1F: 3 clusters Score -2215540 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -2215957.250000 Penalty: 2919.815430
	Iteration 2F: 3 clusters Score -2215957 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -2216316.000000 Penalty: 2919.815430
	Iteration 3Q: 3 clusters Score -2216316 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -2216695.750000 Penalty: 2919.815430
	Iteration 4Q: 3 clusters Score -2216696 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -2217112.250000 Penalty: 2919.815430
	Iteration 5Q: 3 clusters Score -2217112 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -2217604.250000 Penalty: 2919.815430
	Iteration 6Q: 3 clusters Score -2217604 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -2218128.250000 Penalty: 2919.815430
	Iteration 7Q: 3 clusters Score -2218128 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -2218561.250000 Penalty: 2919.815430
	Iteration 8Q: 3 clusters Score -2218561 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -2218963.750000 Penalty: 2919.815430
	Iteration 9Q: 3 clusters Score -2218964 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -2219299.000000 Penalty: 2919.815430
	Iteration 10Q: 3 clusters Score -2219299 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -2219580.250000 Penalty: 2919.815430
	Iteration 11Q: 3 clusters Score -2219580 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -2219792.000000 Penalty: 2919.815430
	Iteration 12Q: 3 clusters Score -2219792 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -2219961.500000 Penalty: 2919.815430
	Iteration 13Q: 3 clusters Score -2219962 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -2220107.000000 Penalty: 2919.815430
	Iteration 14Q: 3 clusters Score -2220107 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -2220232.750000 Penalty: 2919.815430
	Iteration 15Q: 3 clusters Score -2220233 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -2220327.250000 Penalty: 2919.815430
	Iteration 16Q: 3 clusters Score -2220327 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -2220382.750000 Penalty: 2919.815430
	Iteration 17Q: 3 clusters Score -2220383 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -2220422.750000 Penalty: 2919.815430
	Iteration 18Q: 3 clusters Score -2220423 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -2220447.000000 Penalty: 2919.815430
	Iteration 19Q: 3 clusters Score -2220447 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -2220455.250000 Penalty: 2919.815430
	Iteration 20F: 3 clusters Score -2220455 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -2220467.250000 Penalty: 2919.815430
	Iteration 21Q: 3 clusters Score -2220467 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -2220472.750000 Penalty: 2919.815430
	Iteration 22Q: 3 clusters Score -2220473 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -2220486.750000 Penalty: 2919.815430
	Iteration 23Q: 3 clusters Score -2220487 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -2220498.000000 Penalty: 2919.815430
	Iteration 24Q: 3 clusters Score -2220498 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -2220503.250000 Penalty: 2919.815430
	Iteration 25Q: 3 clusters Score -2220503 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -2220507.000000 Penalty: 2919.815430
	Iteration 26Q: 3 clusters Score -2220507 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -2220511.750000 Penalty: 2919.815430
	Iteration 27Q: 3 clusters Score -2220512 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -2220521.750000 Penalty: 2919.815430
	Iteration 28Q: 3 clusters Score -2220522 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -2220526.500000 Penalty: 2919.815430
	Iteration 29Q: 3 clusters Score -2220526 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -2220528.750000 Penalty: 2919.815430
	Iteration 30Q: 3 clusters Score -2220529 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -2220528.000000 Penalty: 2919.815430
	Iteration 31Q: 3 clusters Score -2220528 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -2220535.250000 Penalty: 2919.815430
	Iteration 32Q: 3 clusters Score -2220535 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -2220537.750000 Penalty: 2919.815430
	Iteration 33Q: 3 clusters Score -2220538 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -2220542.750000 Penalty: 2919.815430
	Iteration 34Q: 3 clusters Score -2220543 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -2220542.750000 Penalty: 2919.815430
	Iteration 35Q: 3 clusters Score -2220543 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -2220544.500000 Penalty: 2919.815430
	Iteration 36Q: 3 clusters Score -2220544 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -2220546.250000 Penalty: 2919.815430
	Iteration 37Q: 3 clusters Score -2220546 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -2220550.000000 Penalty: 2919.815430
	Iteration 38Q: 3 clusters Score -2220550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -2220546.750000 Penalty: 2919.815430
	Iteration 39Q: 3 clusters Score -2220547 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -2220549.750000 Penalty: 2919.815430
	Iteration 40F: 3 clusters Score -2220550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -2220550.750000 Penalty: 2919.815430
	Iteration 41Q: 3 clusters Score -2220551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -2220553.000000 Penalty: 2919.815430
	Iteration 42Q: 3 clusters Score -2220553 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -2220556.500000 Penalty: 2919.815430
	Iteration 43Q: 3 clusters Score -2220556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -2220555.750000 Penalty: 2919.815430
	Iteration 44Q: 3 clusters Score -2220556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -2220558.750000 Penalty: 2919.815430
	Iteration 45Q: 3 clusters Score -2220559 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -2220559.750000 Penalty: 2919.815430
	Iteration 46Q: 3 clusters Score -2220560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -2220561.750000 Penalty: 2919.815430
	Iteration 47Q: 3 clusters Score -2220562 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -2220560.750000 Penalty: 2919.815430
	Iteration 48Q: 3 clusters Score -2220561 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -2220564.250000 Penalty: 2919.815430
	Iteration 49Q: 3 clusters Score -2220564 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -2220566.000000 Penalty: 2919.815430
	Iteration 50Q: 3 clusters Score -2220566 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -2220568.250000 Penalty: 2919.815430
	Iteration 51Q: 3 clusters Score -2220568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -2220573.250000 Penalty: 2919.815430
	Iteration 52Q: 3 clusters Score -2220573 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -2220573.250000 Penalty: 2919.815430
	Iteration 53Q: 3 clusters Score -2220573 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -2220569.000000 Penalty: 2919.815430
	Iteration 54Q: 3 clusters Score -2220569 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -2220570.250000 Penalty: 2919.815430
	Iteration 55Q: 3 clusters Score -2220570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -2220572.250000 Penalty: 2919.815430
	Iteration 56Q: 3 clusters Score -2220572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -2220569.000000 Penalty: 2919.815430
	Iteration 57Q: 3 clusters Score -2220569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -2220570.000000 Penalty: 2919.815430
	Iteration 58Q: 3 clusters Score -2220570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -2220572.250000 Penalty: 2919.815430
	Iteration 59Q: 3 clusters Score -2220572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -2220570.500000 Penalty: 2919.815430
	Iteration 60F: 3 clusters Score -2220570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -2220572.750000 Penalty: 2919.815430
	Iteration 61Q: 3 clusters Score -2220573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -2220572.750000 Penalty: 2919.815430
	Iteration 62Q: 3 clusters Score -2220573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -2220574.250000 Penalty: 2919.815430
	Iteration 63Q: 3 clusters Score -2220574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -2220574.500000 Penalty: 2919.815430
	Iteration 64Q: 3 clusters Score -2220574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -2220574.500000 Penalty: 2919.815430
	Iteration 65F: 3 clusters Score -2220574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Entering Unmasked Estep 
Score: -1068279.375000 Penalty: 1353.041382
	Iteration 0F: 2 clusters Score -1068279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1062209.375000 Penalty: 2706.082764
	Iteration 0F: 3 clusters Score -1062209 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1064264.250000 Penalty: 2706.082764
	Iteration 1F: 3 clusters Score -1064264 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1064529.500000 Penalty: 2706.082764
	Iteration 2F: 3 clusters Score -1064530 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1064699.250000 Penalty: 2706.082764
	Iteration 3Q: 3 clusters Score -1064699 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1064817.000000 Penalty: 2706.082764
	Iteration 4Q: 3 clusters Score -1064817 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1064932.500000 Penalty: 2706.082764
	Iteration 5Q: 3 clusters Score -1064932 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1065053.000000 Penalty: 2706.082764
	Iteration 6Q: 3 clusters Score -1065053 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1065182.875000 Penalty: 2706.082764
	Iteration 7Q: 3 clusters Score -1065183 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1065309.500000 Penalty: 2706.082764
	Iteration 8Q: 3 clusters Score -1065310 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1065440.375000 Penalty: 2706.082764
	Iteration 9Q: 3 clusters Score -1065440 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1065587.375000 Penalty: 2706.082764
	Iteration 10Q: 3 clusters Score -1065587 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1065762.000000 Penalty: 2706.082764
	Iteration 11Q: 3 clusters Score -1065762 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1065957.250000 Penalty: 2706.082764
	Iteration 12Q: 3 clusters Score -1065957 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1066161.625000 Penalty: 2706.082764
	Iteration 13Q: 3 clusters Score -1066162 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1066404.750000 Penalty: 2706.082764
	Iteration 14Q: 3 clusters Score -1066405 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1066668.875000 Penalty: 2706.082764
	Iteration 15Q: 3 clusters Score -1066669 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1066911.125000 Penalty: 2706.082764
	Iteration 16Q: 3 clusters Score -1066911 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1067090.500000 Penalty: 2706.082764
	Iteration 17Q: 3 clusters Score -1067090 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1067224.875000 Penalty: 2706.082764
	Iteration 18Q: 3 clusters Score -1067225 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1067300.750000 Penalty: 2706.082764
	Iteration 19Q: 3 clusters Score -1067301 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1067345.500000 Penalty: 2706.082764
	Iteration 20F: 3 clusters Score -1067346 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1067379.125000 Penalty: 2706.082764
	Iteration 21Q: 3 clusters Score -1067379 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1067411.625000 Penalty: 2706.082764
	Iteration 22Q: 3 clusters Score -1067412 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1067446.500000 Penalty: 2706.082764
	Iteration 23Q: 3 clusters Score -1067446 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1067470.250000 Penalty: 2706.082764
	Iteration 24Q: 3 clusters Score -1067470 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1067488.750000 Penalty: 2706.082764
	Iteration 25Q: 3 clusters Score -1067489 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1067499.875000 Penalty: 2706.082764
	Iteration 26Q: 3 clusters Score -1067500 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1067516.000000 Penalty: 2706.082764
	Iteration 27Q: 3 clusters Score -1067516 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1067530.250000 Penalty: 2706.082764
	Iteration 28Q: 3 clusters Score -1067530 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1067548.750000 Penalty: 2706.082764
	Iteration 29Q: 3 clusters Score -1067549 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1067565.500000 Penalty: 2706.082764
	Iteration 30Q: 3 clusters Score -1067566 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1067578.375000 Penalty: 2706.082764
	Iteration 31Q: 3 clusters Score -1067578 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1067594.000000 Penalty: 2706.082764
	Iteration 32Q: 3 clusters Score -1067594 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1067609.625000 Penalty: 2706.082764
	Iteration 33Q: 3 clusters Score -1067610 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1067619.750000 Penalty: 2706.082764
	Iteration 34Q: 3 clusters Score -1067620 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1067629.500000 Penalty: 2706.082764
	Iteration 35Q: 3 clusters Score -1067630 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1067644.000000 Penalty: 2706.082764
	Iteration 36Q: 3 clusters Score -1067644 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1067652.500000 Penalty: 2706.082764
	Iteration 37Q: 3 clusters Score -1067652 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1067662.500000 Penalty: 2706.082764
	Iteration 38Q: 3 clusters Score -1067662 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1067670.000000 Penalty: 2706.082764
	Iteration 39Q: 3 clusters Score -1067670 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1067673.500000 Penalty: 2706.082764
	Iteration 40F: 3 clusters Score -1067674 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1067680.750000 Penalty: 2706.082764
	Iteration 41Q: 3 clusters Score -1067681 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1067682.125000 Penalty: 2706.082764
	Iteration 42Q: 3 clusters Score -1067682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1067684.000000 Penalty: 2706.082764
	Iteration 43Q: 3 clusters Score -1067684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1067685.750000 Penalty: 2706.082764
	Iteration 44Q: 3 clusters Score -1067686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1067685.375000 Penalty: 2706.082764
	Iteration 45Q: 3 clusters Score -1067685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1067686.750000 Penalty: 2706.082764
	Iteration 46Q: 3 clusters Score -1067687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1067686.125000 Penalty: 2706.082764
	Iteration 47Q: 3 clusters Score -1067686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1067686.375000 Penalty: 2706.082764
	Iteration 48Q: 3 clusters Score -1067686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1067687.875000 Penalty: 2706.082764
	Iteration 49Q: 3 clusters Score -1067688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1067689.125000 Penalty: 2706.082764
	Iteration 50Q: 3 clusters Score -1067689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1067689.375000 Penalty: 2706.082764
	Iteration 51Q: 3 clusters Score -1067689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1067688.250000 Penalty: 2706.082764
	Iteration 52Q: 3 clusters Score -1067688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1067690.250000 Penalty: 2706.082764
	Iteration 53Q: 3 clusters Score -1067690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1067689.500000 Penalty: 2706.082764
	Iteration 54Q: 3 clusters Score -1067690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1067690.625000 Penalty: 2706.082764
	Iteration 55Q: 3 clusters Score -1067691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1067692.375000 Penalty: 2706.082764
	Iteration 56Q: 3 clusters Score -1067692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1067694.500000 Penalty: 2706.082764
	Iteration 57Q: 3 clusters Score -1067694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1067695.625000 Penalty: 2706.082764
	Iteration 58Q: 3 clusters Score -1067696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1067696.250000 Penalty: 2706.082764
	Iteration 59Q: 3 clusters Score -1067696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1067696.125000 Penalty: 2706.082764
	Iteration 60F: 3 clusters Score -1067696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1067696.250000 Penalty: 2706.082764
	Iteration 61Q: 3 clusters Score -1067696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1067696.375000 Penalty: 2706.082764
	Iteration 62Q: 3 clusters Score -1067696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1067697.500000 Penalty: 2706.082764
	Iteration 63Q: 3 clusters Score -1067698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1067697.375000 Penalty: 2706.082764
	Iteration 64Q: 3 clusters Score -1067697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1067697.375000 Penalty: 2706.082764
	Iteration 65F: 3 clusters Score -1067697 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (72628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72628 members 
Entering Unmasked Estep 
Score: -9143572.000000 Penalty: 1665.534180
	Iteration 0F: 2 clusters Score -9143572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36049 members 
Mstep: Class 2 contains 36579 members 
Entering Unmasked Estep 
Score: -9099576.000000 Penalty: 3331.068359
	Iteration 0F: 3 clusters Score -9099576 nChanged 34118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32851 members 
Mstep: Class 2 contains 39777 members 
Entering Unmasked Estep 
Score: -9119180.000000 Penalty: 3331.068359
	Iteration 1F: 3 clusters Score -9119180 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31093 members 
Mstep: Class 2 contains 41535 members 
Entering Unmasked Estep 
Score: -9120488.000000 Penalty: 3331.068359
	Iteration 2Q: 3 clusters Score -9120488 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28769 members 
Mstep: Class 2 contains 43859 members 
Entering Unmasked Estep 
Score: -9122127.000000 Penalty: 3331.068359
	Iteration 3F: 3 clusters Score -9122127 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25900 members 
Mstep: Class 2 contains 46728 members 
Entering Unmasked Estep 
Score: -9124286.000000 Penalty: 3331.068359
	Iteration 4F: 3 clusters Score -9124286 nChanged 4506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 49918 members 
Entering Unmasked Estep 
Score: -9126934.000000 Penalty: 3331.068359
	Iteration 5F: 3 clusters Score -9126934 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 52877 members 
Entering Unmasked Estep 
Score: -9129779.000000 Penalty: 3331.068359
	Iteration 6F: 3 clusters Score -9129779 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 55165 members 
Entering Unmasked Estep 
Score: -9132367.000000 Penalty: 3331.068359
	Iteration 7F: 3 clusters Score -9132367 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 56596 members 
Entering Unmasked Estep 
Score: -9134189.000000 Penalty: 3331.068359
	Iteration 8Q: 3 clusters Score -9134189 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 57431 members 
Entering Unmasked Estep 
Score: -9135312.000000 Penalty: 3331.068359
	Iteration 9Q: 3 clusters Score -9135312 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 57967 members 
Entering Unmasked Estep 
Score: -9135925.000000 Penalty: 3331.068359
	Iteration 10Q: 3 clusters Score -9135925 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 58404 members 
Entering Unmasked Estep 
Score: -9136264.000000 Penalty: 3331.068359
	Iteration 11Q: 3 clusters Score -9136264 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 58772 members 
Entering Unmasked Estep 
Score: -9136467.000000 Penalty: 3331.068359
	Iteration 12Q: 3 clusters Score -9136467 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 59099 members 
Entering Unmasked Estep 
Score: -9136683.000000 Penalty: 3331.068359
	Iteration 13Q: 3 clusters Score -9136683 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 59451 members 
Entering Unmasked Estep 
Score: -9136876.000000 Penalty: 3331.068359
	Iteration 14Q: 3 clusters Score -9136876 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 59753 members 
Entering Unmasked Estep 
Score: -9137076.000000 Penalty: 3331.068359
	Iteration 15Q: 3 clusters Score -9137076 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 60072 members 
Entering Unmasked Estep 
Score: -9137234.000000 Penalty: 3331.068359
	Iteration 16Q: 3 clusters Score -9137234 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 60386 members 
Entering Unmasked Estep 
Score: -9137402.000000 Penalty: 3331.068359
	Iteration 17Q: 3 clusters Score -9137402 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 60719 members 
Entering Unmasked Estep 
Score: -9137586.000000 Penalty: 3331.068359
	Iteration 18Q: 3 clusters Score -9137586 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 61025 members 
Entering Unmasked Estep 
Score: -9137729.000000 Penalty: 3331.068359
	Iteration 19Q: 3 clusters Score -9137729 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 61298 members 
Entering Unmasked Estep 
Score: -9137903.000000 Penalty: 3331.068359
	Iteration 20F: 3 clusters Score -9137903 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 61550 members 
Entering Unmasked Estep 
Score: -9138033.000000 Penalty: 3331.068359
	Iteration 21Q: 3 clusters Score -9138033 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 61809 members 
Entering Unmasked Estep 
Score: -9138251.000000 Penalty: 3331.068359
	Iteration 22Q: 3 clusters Score -9138251 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 62068 members 
Entering Unmasked Estep 
Score: -9138419.000000 Penalty: 3331.068359
	Iteration 23Q: 3 clusters Score -9138419 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 62368 members 
Entering Unmasked Estep 
Score: -9138615.000000 Penalty: 3331.068359
	Iteration 24Q: 3 clusters Score -9138615 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 62669 members 
Entering Unmasked Estep 
Score: -9138820.000000 Penalty: 3331.068359
	Iteration 25Q: 3 clusters Score -9138820 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 62973 members 
Entering Unmasked Estep 
Score: -9139014.000000 Penalty: 3331.068359
	Iteration 26Q: 3 clusters Score -9139014 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 63260 members 
Entering Unmasked Estep 
Score: -9139130.000000 Penalty: 3331.068359
	Iteration 27Q: 3 clusters Score -9139130 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 63559 members 
Entering Unmasked Estep 
Score: -9139315.000000 Penalty: 3331.068359
	Iteration 28Q: 3 clusters Score -9139315 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 63832 members 
Entering Unmasked Estep 
Score: -9139470.000000 Penalty: 3331.068359
	Iteration 29Q: 3 clusters Score -9139470 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 64096 members 
Entering Unmasked Estep 
Score: -9139586.000000 Penalty: 3331.068359
	Iteration 30Q: 3 clusters Score -9139586 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 64343 members 
Entering Unmasked Estep 
Score: -9139721.000000 Penalty: 3331.068359
	Iteration 31Q: 3 clusters Score -9139721 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 64586 members 
Entering Unmasked Estep 
Score: -9139821.000000 Penalty: 3331.068359
	Iteration 32Q: 3 clusters Score -9139821 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 64828 members 
Entering Unmasked Estep 
Score: -9139947.000000 Penalty: 3331.068359
	Iteration 33Q: 3 clusters Score -9139947 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 65078 members 
Entering Unmasked Estep 
Score: -9140044.000000 Penalty: 3331.068359
	Iteration 34Q: 3 clusters Score -9140044 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 65336 members 
Entering Unmasked Estep 
Score: -9140146.000000 Penalty: 3331.068359
	Iteration 35Q: 3 clusters Score -9140146 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 65573 members 
Entering Unmasked Estep 
Score: -9140243.000000 Penalty: 3331.068359
	Iteration 36Q: 3 clusters Score -9140243 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 65787 members 
Entering Unmasked Estep 
Score: -9140319.000000 Penalty: 3331.068359
	Iteration 37Q: 3 clusters Score -9140319 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 66005 members 
Entering Unmasked Estep 
Score: -9140428.000000 Penalty: 3331.068359
	Iteration 38Q: 3 clusters Score -9140428 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 66213 members 
Entering Unmasked Estep 
Score: -9140515.000000 Penalty: 3331.068359
	Iteration 39Q: 3 clusters Score -9140515 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 66415 members 
Entering Unmasked Estep 
Score: -9140593.000000 Penalty: 3331.068359
	Iteration 40F: 3 clusters Score -9140593 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 66606 members 
Entering Unmasked Estep 
Score: -9140687.000000 Penalty: 3331.068359
	Iteration 41Q: 3 clusters Score -9140687 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 66798 members 
Entering Unmasked Estep 
Score: -9140722.000000 Penalty: 3331.068359
	Iteration 42Q: 3 clusters Score -9140722 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 66984 members 
Entering Unmasked Estep 
Score: -9140790.000000 Penalty: 3331.068359
	Iteration 43Q: 3 clusters Score -9140790 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 67146 members 
Entering Unmasked Estep 
Score: -9140850.000000 Penalty: 3331.068359
	Iteration 44Q: 3 clusters Score -9140850 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 67317 members 
Entering Unmasked Estep 
Score: -9140900.000000 Penalty: 3331.068359
	Iteration 45Q: 3 clusters Score -9140900 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 67456 members 
Entering Unmasked Estep 
Score: -9140965.000000 Penalty: 3331.068359
	Iteration 46Q: 3 clusters Score -9140965 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 67594 members 
Entering Unmasked Estep 
Score: -9141005.000000 Penalty: 3331.068359
	Iteration 47Q: 3 clusters Score -9141005 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 67714 members 
Entering Unmasked Estep 
Score: -9141059.000000 Penalty: 3331.068359
	Iteration 48Q: 3 clusters Score -9141059 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 67845 members 
Entering Unmasked Estep 
Score: -9141089.000000 Penalty: 3331.068359
	Iteration 49Q: 3 clusters Score -9141089 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 67950 members 
Entering Unmasked Estep 
Score: -9141099.000000 Penalty: 3331.068359
	Iteration 50Q: 3 clusters Score -9141099 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 68048 members 
Entering Unmasked Estep 
Score: -9141151.000000 Penalty: 3331.068359
	Iteration 51Q: 3 clusters Score -9141151 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 68139 members 
Entering Unmasked Estep 
Score: -9141191.000000 Penalty: 3331.068359
	Iteration 52Q: 3 clusters Score -9141191 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 68221 members 
Entering Unmasked Estep 
Score: -9141232.000000 Penalty: 3331.068359
	Iteration 53Q: 3 clusters Score -9141232 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 68303 members 
Entering Unmasked Estep 
Score: -9141238.000000 Penalty: 3331.068359
	Iteration 54Q: 3 clusters Score -9141238 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 68398 members 
Entering Unmasked Estep 
Score: -9141290.000000 Penalty: 3331.068359
	Iteration 55Q: 3 clusters Score -9141290 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 68489 members 
Entering Unmasked Estep 
Score: -9141331.000000 Penalty: 3331.068359
	Iteration 56Q: 3 clusters Score -9141331 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 68572 members 
Entering Unmasked Estep 
Score: -9141389.000000 Penalty: 3331.068359
	Iteration 57Q: 3 clusters Score -9141389 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 68647 members 
Entering Unmasked Estep 
Score: -9141429.000000 Penalty: 3331.068359
	Iteration 58Q: 3 clusters Score -9141429 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 68715 members 
Entering Unmasked Estep 
Score: -9141465.000000 Penalty: 3331.068359
	Iteration 59Q: 3 clusters Score -9141465 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 68779 members 
Entering Unmasked Estep 
Score: -9141474.000000 Penalty: 3331.068359
	Iteration 60F: 3 clusters Score -9141474 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 68844 members 
Entering Unmasked Estep 
Score: -9141495.000000 Penalty: 3331.068359
	Iteration 61Q: 3 clusters Score -9141495 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 68895 members 
Entering Unmasked Estep 
Score: -9141501.000000 Penalty: 3331.068359
	Iteration 62Q: 3 clusters Score -9141501 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 68942 members 
Entering Unmasked Estep 
Score: -9141520.000000 Penalty: 3331.068359
	Iteration 63Q: 3 clusters Score -9141520 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 68983 members 
Entering Unmasked Estep 
Score: -9141524.000000 Penalty: 3331.068359
	Iteration 64Q: 3 clusters Score -9141524 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 69015 members 
Entering Unmasked Estep 
Score: -9141552.000000 Penalty: 3331.068359
	Iteration 65Q: 3 clusters Score -9141552 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 69041 members 
Entering Unmasked Estep 
Score: -9141551.000000 Penalty: 3331.068359
	Iteration 66Q: 3 clusters Score -9141551 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 69071 members 
Entering Unmasked Estep 
Score: -9141578.000000 Penalty: 3331.068359
	Iteration 67Q: 3 clusters Score -9141578 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 69096 members 
Entering Unmasked Estep 
Score: -9141593.000000 Penalty: 3331.068359
	Iteration 68Q: 3 clusters Score -9141593 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 69132 members 
Entering Unmasked Estep 
Score: -9141584.000000 Penalty: 3331.068359
	Iteration 69Q: 3 clusters Score -9141584 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 69164 members 
Entering Unmasked Estep 
Score: -9141596.000000 Penalty: 3331.068359
	Iteration 70Q: 3 clusters Score -9141596 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 69197 members 
Entering Unmasked Estep 
Score: -9141607.000000 Penalty: 3331.068359
	Iteration 71Q: 3 clusters Score -9141607 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 69223 members 
Entering Unmasked Estep 
Score: -9141613.000000 Penalty: 3331.068359
	Iteration 72Q: 3 clusters Score -9141613 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 69246 members 
Entering Unmasked Estep 
Score: -9141613.000000 Penalty: 3331.068359
	Iteration 73Q: 3 clusters Score -9141613 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 69270 members 
Entering Unmasked Estep 
Score: -9141630.000000 Penalty: 3331.068359
	Iteration 74Q: 3 clusters Score -9141630 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 69291 members 
Entering Unmasked Estep 
Score: -9141631.000000 Penalty: 3331.068359
	Iteration 75Q: 3 clusters Score -9141631 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 69309 members 
Entering Unmasked Estep 
Score: -9141634.000000 Penalty: 3331.068359
	Iteration 76Q: 3 clusters Score -9141634 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 69328 members 
Entering Unmasked Estep 
Score: -9141634.000000 Penalty: 3331.068359
	Iteration 77Q: 3 clusters Score -9141634 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 69352 members 
Entering Unmasked Estep 
Score: -9141649.000000 Penalty: 3331.068359
	Iteration 78Q: 3 clusters Score -9141649 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 69374 members 
Entering Unmasked Estep 
Score: -9141653.000000 Penalty: 3331.068359
	Iteration 79Q: 3 clusters Score -9141653 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 69394 members 
Entering Unmasked Estep 
Score: -9141667.000000 Penalty: 3331.068359
	Iteration 80F: 3 clusters Score -9141667 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 69420 members 
Entering Unmasked Estep 
Score: -9141671.000000 Penalty: 3331.068359
	Iteration 81Q: 3 clusters Score -9141671 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 69439 members 
Entering Unmasked Estep 
Score: -9141688.000000 Penalty: 3331.068359
	Iteration 82Q: 3 clusters Score -9141688 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 69460 members 
Entering Unmasked Estep 
Score: -9141711.000000 Penalty: 3331.068359
	Iteration 83Q: 3 clusters Score -9141711 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 69479 members 
Entering Unmasked Estep 
Score: -9141712.000000 Penalty: 3331.068359
	Iteration 84Q: 3 clusters Score -9141712 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 69500 members 
Entering Unmasked Estep 
Score: -9141723.000000 Penalty: 3331.068359
	Iteration 85Q: 3 clusters Score -9141723 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 69518 members 
Entering Unmasked Estep 
Score: -9141717.000000 Penalty: 3331.068359
	Iteration 86Q: 3 clusters Score -9141717 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 69531 members 
Entering Unmasked Estep 
Score: -9141721.000000 Penalty: 3331.068359
	Iteration 87Q: 3 clusters Score -9141721 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 69543 members 
Entering Unmasked Estep 
Score: -9141718.000000 Penalty: 3331.068359
	Iteration 88Q: 3 clusters Score -9141718 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 69556 members 
Entering Unmasked Estep 
Score: -9141724.000000 Penalty: 3331.068359
	Iteration 89Q: 3 clusters Score -9141724 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 69570 members 
Entering Unmasked Estep 
Score: -9141733.000000 Penalty: 3331.068359
	Iteration 90Q: 3 clusters Score -9141733 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 69580 members 
Entering Unmasked Estep 
Score: -9141740.000000 Penalty: 3331.068359
	Iteration 91Q: 3 clusters Score -9141740 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 69596 members 
Entering Unmasked Estep 
Score: -9141744.000000 Penalty: 3331.068359
	Iteration 92Q: 3 clusters Score -9141744 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 69618 members 
Entering Unmasked Estep 
Score: -9141754.000000 Penalty: 3331.068359
	Iteration 93Q: 3 clusters Score -9141754 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 69646 members 
Entering Unmasked Estep 
Score: -9141759.000000 Penalty: 3331.068359
	Iteration 94Q: 3 clusters Score -9141759 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 69669 members 
Entering Unmasked Estep 
Score: -9141782.000000 Penalty: 3331.068359
	Iteration 95Q: 3 clusters Score -9141782 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 69686 members 
Entering Unmasked Estep 
Score: -9141768.000000 Penalty: 3331.068359
	Iteration 96Q: 3 clusters Score -9141768 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 69705 members 
Entering Unmasked Estep 
Score: -9141763.000000 Penalty: 3331.068359
	Iteration 97Q: 3 clusters Score -9141763 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 69719 members 
Entering Unmasked Estep 
Score: -9141768.000000 Penalty: 3331.068359
	Iteration 98Q: 3 clusters Score -9141768 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 69736 members 
Entering Unmasked Estep 
Score: -9141770.000000 Penalty: 3331.068359
	Iteration 99Q: 3 clusters Score -9141770 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 69759 members 
Entering Unmasked Estep 
Score: -9141776.000000 Penalty: 3331.068359
	Iteration 100F: 3 clusters Score -9141776 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 69785 members 
Entering Unmasked Estep 
Score: -9141793.000000 Penalty: 3331.068359
	Iteration 101Q: 3 clusters Score -9141793 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 69810 members 
Entering Unmasked Estep 
Score: -9141803.000000 Penalty: 3331.068359
	Iteration 102Q: 3 clusters Score -9141803 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 69831 members 
Entering Unmasked Estep 
Score: -9141805.000000 Penalty: 3331.068359
	Iteration 103Q: 3 clusters Score -9141805 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 69854 members 
Entering Unmasked Estep 
Score: -9141821.000000 Penalty: 3331.068359
	Iteration 104Q: 3 clusters Score -9141821 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 69873 members 
Entering Unmasked Estep 
Score: -9141832.000000 Penalty: 3331.068359
	Iteration 105Q: 3 clusters Score -9141832 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 69895 members 
Entering Unmasked Estep 
Score: -9141860.000000 Penalty: 3331.068359
	Iteration 106Q: 3 clusters Score -9141860 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 69914 members 
Entering Unmasked Estep 
Score: -9141856.000000 Penalty: 3331.068359
	Iteration 107Q: 3 clusters Score -9141856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 69928 members 
Entering Unmasked Estep 
Score: -9141854.000000 Penalty: 3331.068359
	Iteration 108Q: 3 clusters Score -9141854 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 69945 members 
Entering Unmasked Estep 
Score: -9141865.000000 Penalty: 3331.068359
	Iteration 109Q: 3 clusters Score -9141865 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 69954 members 
Entering Unmasked Estep 
Score: -9141855.000000 Penalty: 3331.068359
	Iteration 110Q: 3 clusters Score -9141855 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 69971 members 
Entering Unmasked Estep 
Score: -9141874.000000 Penalty: 3331.068359
	Iteration 111Q: 3 clusters Score -9141874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 69980 members 
Entering Unmasked Estep 
Score: -9141882.000000 Penalty: 3331.068359
	Iteration 112Q: 3 clusters Score -9141882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 69989 members 
Entering Unmasked Estep 
Score: -9141888.000000 Penalty: 3331.068359
	Iteration 113Q: 3 clusters Score -9141888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 69997 members 
Entering Unmasked Estep 
Score: -9141889.000000 Penalty: 3331.068359
	Iteration 114Q: 3 clusters Score -9141889 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 70007 members 
Entering Unmasked Estep 
Score: -9141888.000000 Penalty: 3331.068359
	Iteration 115Q: 3 clusters Score -9141888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 70015 members 
Entering Unmasked Estep 
Score: -9141899.000000 Penalty: 3331.068359
	Iteration 116Q: 3 clusters Score -9141899 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 70022 members 
Entering Unmasked Estep 
Score: -9141884.000000 Penalty: 3331.068359
	Iteration 117Q: 3 clusters Score -9141884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 70027 members 
Entering Unmasked Estep 
Score: -9141890.000000 Penalty: 3331.068359
	Iteration 118Q: 3 clusters Score -9141890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 70037 members 
Entering Unmasked Estep 
Score: -9141888.000000 Penalty: 3331.068359
	Iteration 119Q: 3 clusters Score -9141888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 70043 members 
Entering Unmasked Estep 
Score: -9141893.000000 Penalty: 3331.068359
	Iteration 120F: 3 clusters Score -9141893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 70046 members 
Entering Unmasked Estep 
Score: -9141891.000000 Penalty: 3331.068359
	Iteration 121Q: 3 clusters Score -9141891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 70051 members 
Entering Unmasked Estep 
Score: -9141907.000000 Penalty: 3331.068359
	Iteration 122Q: 3 clusters Score -9141907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 70054 members 
Entering Unmasked Estep 
Score: -9141916.000000 Penalty: 3331.068359
	Iteration 123Q: 3 clusters Score -9141916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 70058 members 
Entering Unmasked Estep 
Score: -9141909.000000 Penalty: 3331.068359
	Iteration 124Q: 3 clusters Score -9141909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 70062 members 
Entering Unmasked Estep 
Score: -9141908.000000 Penalty: 3331.068359
	Iteration 125Q: 3 clusters Score -9141908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 70064 members 
Entering Unmasked Estep 
Score: -9141909.000000 Penalty: 3331.068359
	Iteration 126Q: 3 clusters Score -9141909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 70068 members 
Entering Unmasked Estep 
Score: -9141915.000000 Penalty: 3331.068359
	Iteration 127Q: 3 clusters Score -9141915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 70073 members 
Entering Unmasked Estep 
Score: -9141912.000000 Penalty: 3331.068359
	Iteration 128Q: 3 clusters Score -9141912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 70082 members 
Entering Unmasked Estep 
Score: -9141907.000000 Penalty: 3331.068359
	Iteration 129Q: 3 clusters Score -9141907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 70087 members 
Entering Unmasked Estep 
Score: -9141915.000000 Penalty: 3331.068359
	Iteration 130Q: 3 clusters Score -9141915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 70090 members 
Entering Unmasked Estep 
Score: -9141928.000000 Penalty: 3331.068359
	Iteration 131Q: 3 clusters Score -9141928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 70093 members 
Entering Unmasked Estep 
Score: -9141931.000000 Penalty: 3331.068359
	Iteration 132Q: 3 clusters Score -9141931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 70096 members 
Entering Unmasked Estep 
Score: -9141927.000000 Penalty: 3331.068359
	Iteration 133Q: 3 clusters Score -9141927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 70100 members 
Entering Unmasked Estep 
Score: -9141933.000000 Penalty: 3331.068359
	Iteration 134Q: 3 clusters Score -9141933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 70101 members 
Entering Unmasked Estep 
Score: -9141934.000000 Penalty: 3331.068359
	Iteration 135Q: 3 clusters Score -9141934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 70105 members 
Entering Unmasked Estep 
Score: -9141933.000000 Penalty: 3331.068359
	Iteration 136Q: 3 clusters Score -9141933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 70106 members 
Entering Unmasked Estep 
Score: -9141931.000000 Penalty: 3331.068359
	Iteration 137Q: 3 clusters Score -9141931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 70105 members 
Entering Unmasked Estep 
Score: -9141935.000000 Penalty: 3331.068359
	Iteration 138Q: 3 clusters Score -9141935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 70104 members 
Entering Unmasked Estep 
Score: -9141937.000000 Penalty: 3331.068359
	Iteration 139Q: 3 clusters Score -9141937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 70105 members 
Entering Unmasked Estep 
Score: -9141939.000000 Penalty: 3331.068359
	Iteration 140F: 3 clusters Score -9141939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 70106 members 
Entering Unmasked Estep 
Score: -9141940.000000 Penalty: 3331.068359
	Iteration 141Q: 3 clusters Score -9141940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 70106 members 
Entering Unmasked Estep 
Score: -9141940.000000 Penalty: 3331.068359
	Iteration 142F: 3 clusters Score -9141940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -54681.871094 Penalty: 951.863159
	Iteration 0F: 2 clusters Score -54681.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -53743.527344 Penalty: 1903.726318
	Iteration 0F: 3 clusters Score -53743.53 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -54095.714844 Penalty: 1903.726318
	Iteration 1F: 3 clusters Score -54095.71 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -54383.527344 Penalty: 1903.726318
	Iteration 2F: 3 clusters Score -54383.53 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -54614.503906 Penalty: 1903.726318
	Iteration 3F: 3 clusters Score -54614.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -54704.914062 Penalty: 1903.726318
	Iteration 4F: 3 clusters Score -54704.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -54771.316406 Penalty: 1903.726318
	Iteration 5Q: 3 clusters Score -54771.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -54817.468750 Penalty: 1903.726318
	Iteration 6Q: 3 clusters Score -54817.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -54836.628906 Penalty: 1903.726318
	Iteration 7Q: 3 clusters Score -54836.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -54853.441406 Penalty: 1903.726318
	Iteration 8Q: 3 clusters Score -54853.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -54869.121094 Penalty: 1903.726318
	Iteration 9Q: 3 clusters Score -54869.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -54882.406250 Penalty: 1903.726318
	Iteration 10Q: 3 clusters Score -54882.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -54886.226562 Penalty: 1903.726318
	Iteration 11Q: 3 clusters Score -54886.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -54899.093750 Penalty: 1903.726318
	Iteration 12Q: 3 clusters Score -54899.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -54910.257812 Penalty: 1903.726318
	Iteration 13Q: 3 clusters Score -54910.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -54910.257812 Penalty: 1903.726318
	Iteration 14F: 3 clusters Score -54910.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27055 members 
Mstep: Class 4 contains 34985 members 
Mstep: Class 5 contains 50698 members 
Mstep: Class 6 contains 24131 members 
Mstep: Class 7 contains 18237 members 
Mstep: Class 8 contains 8893 members 
Mstep: Class 9 contains 72628 members 
Mstep: Class 10 contains 175 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48250 members 
Mstep: Class 13 contains 34438 members 
Mstep: Class 14 contains 3271 members 
Mstep: Class 15 contains 5684 members 
Mstep: Class 16 contains 17849 members 
Mstep: Class 17 contains 10363 members 
Mstep: Class 18 contains 30260 members 
Mstep: Class 19 contains 16234 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1380 members 
Mstep: Class 22 contains 8775 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11998 members 
Mstep: Class 25 contains 6040 members 
Mstep: Class 26 contains 41088 members 
Mstep: Class 27 contains 22498 members 
Mstep: Class 28 contains 5184 members 
Mstep: Class 29 contains 4587 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10954 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35604 members 
Mstep: Class 38 contains 59799 members 
Mstep: Class 39 contains 5767 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10178 members 
Mstep: Class 43 contains 4035 members 
Mstep: Class 44 contains 425 members 
Entering Unmasked Estep 
Score: -80999120.000000 Penalty: 87800.648438
Splitting cluster 10 changes total score from -80999928.000000 to -80999120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (1273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Entering Unmasked Estep 
Score: -150000.859375 Penalty: 1063.790771
	Iteration 0F: 2 clusters Score -150000.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -148529.265625 Penalty: 2127.581543
	Iteration 0F: 3 clusters Score -148529.3 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -148894.906250 Penalty: 2127.581543
	Iteration 1F: 3 clusters Score -148894.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -148992.250000 Penalty: 2127.581543
	Iteration 2F: 3 clusters Score -148992.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -149039.000000 Penalty: 2127.581543
	Iteration 3Q: 3 clusters Score -149039 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -149073.921875 Penalty: 2127.581543
	Iteration 4Q: 3 clusters Score -149073.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -149099.250000 Penalty: 2127.581543
	Iteration 5Q: 3 clusters Score -149099.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -149114.875000 Penalty: 2127.581543
	Iteration 6Q: 3 clusters Score -149114.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -149123.531250 Penalty: 2127.581543
	Iteration 7Q: 3 clusters Score -149123.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -149134.953125 Penalty: 2127.581543
	Iteration 8Q: 3 clusters Score -149135 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -149143.015625 Penalty: 2127.581543
	Iteration 9Q: 3 clusters Score -149143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -149151.203125 Penalty: 2127.581543
	Iteration 10Q: 3 clusters Score -149151.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -149161.406250 Penalty: 2127.581543
	Iteration 11Q: 3 clusters Score -149161.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -149167.093750 Penalty: 2127.581543
	Iteration 12Q: 3 clusters Score -149167.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -149170.250000 Penalty: 2127.581543
	Iteration 13Q: 3 clusters Score -149170.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -149174.375000 Penalty: 2127.581543
	Iteration 14Q: 3 clusters Score -149174.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -149179.031250 Penalty: 2127.581543
	Iteration 15Q: 3 clusters Score -149179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -149182.359375 Penalty: 2127.581543
	Iteration 16Q: 3 clusters Score -149182.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -149184.265625 Penalty: 2127.581543
	Iteration 17Q: 3 clusters Score -149184.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -149184.265625 Penalty: 2127.581543
	Iteration 18F: 3 clusters Score -149184.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (48250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48250 members 
Entering Unmasked Estep 
Score: -6139739.000000 Penalty: 1604.681763
	Iteration 0F: 2 clusters Score -6139739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24035 members 
Mstep: Class 2 contains 24215 members 
Entering Unmasked Estep 
Score: -6108753.500000 Penalty: 3209.363525
	Iteration 0F: 3 clusters Score -6108754 nChanged 22285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 25158 members 
Entering Unmasked Estep 
Score: -6121101.000000 Penalty: 3209.363525
	Iteration 1F: 3 clusters Score -6121101 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22401 members 
Mstep: Class 2 contains 25849 members 
Entering Unmasked Estep 
Score: -6121675.000000 Penalty: 3209.363525
	Iteration 2Q: 3 clusters Score -6121675 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Mstep: Class 2 contains 26838 members 
Entering Unmasked Estep 
Score: -6122303.000000 Penalty: 3209.363525
	Iteration 3Q: 3 clusters Score -6122303 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 28184 members 
Entering Unmasked Estep 
Score: -6123045.500000 Penalty: 3209.363525
	Iteration 4Q: 3 clusters Score -6123046 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 30074 members 
Entering Unmasked Estep 
Score: -6124128.000000 Penalty: 3209.363525
	Iteration 5Q: 3 clusters Score -6124128 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 32600 members 
Entering Unmasked Estep 
Score: -6125701.500000 Penalty: 3209.363525
	Iteration 6F: 3 clusters Score -6125702 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 35777 members 
Entering Unmasked Estep 
Score: -6128109.000000 Penalty: 3209.363525
	Iteration 7F: 3 clusters Score -6128109 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 39395 members 
Entering Unmasked Estep 
Score: -6131001.000000 Penalty: 3209.363525
	Iteration 8F: 3 clusters Score -6131001 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 42669 members 
Entering Unmasked Estep 
Score: -6133820.000000 Penalty: 3209.363525
	Iteration 9F: 3 clusters Score -6133820 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 45132 members 
Entering Unmasked Estep 
Score: -6135933.500000 Penalty: 3209.363525
	Iteration 10F: 3 clusters Score -6135934 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 46576 members 
Entering Unmasked Estep 
Score: -6137156.500000 Penalty: 3209.363525
	Iteration 11Q: 3 clusters Score -6137156 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 47327 members 
Entering Unmasked Estep 
Score: -6137800.000000 Penalty: 3209.363525
	Iteration 12Q: 3 clusters Score -6137800 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 47686 members 
Entering Unmasked Estep 
Score: -6138124.000000 Penalty: 3209.363525
	Iteration 13Q: 3 clusters Score -6138124 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 47824 members 
Entering Unmasked Estep 
Score: -6138274.500000 Penalty: 3209.363525
	Iteration 14Q: 3 clusters Score -6138274 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 47888 members 
Entering Unmasked Estep 
Score: -6138372.500000 Penalty: 3209.363525
	Iteration 15Q: 3 clusters Score -6138372 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 47913 members 
Entering Unmasked Estep 
Score: -6138401.500000 Penalty: 3209.363525
	Iteration 16Q: 3 clusters Score -6138402 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 47930 members 
Entering Unmasked Estep 
Score: -6138435.500000 Penalty: 3209.363525
	Iteration 17Q: 3 clusters Score -6138436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 47939 members 
Entering Unmasked Estep 
Score: -6138443.000000 Penalty: 3209.363525
	Iteration 18Q: 3 clusters Score -6138443 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 47945 members 
Entering Unmasked Estep 
Score: -6138454.000000 Penalty: 3209.363525
	Iteration 19Q: 3 clusters Score -6138454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 47950 members 
Entering Unmasked Estep 
Score: -6138458.000000 Penalty: 3209.363525
	Iteration 20F: 3 clusters Score -6138458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 47957 members 
Entering Unmasked Estep 
Score: -6138467.500000 Penalty: 3209.363525
	Iteration 21Q: 3 clusters Score -6138468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 47956 members 
Entering Unmasked Estep 
Score: -6138470.500000 Penalty: 3209.363525
	Iteration 22Q: 3 clusters Score -6138470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 47956 members 
Entering Unmasked Estep 
Score: -6138470.500000 Penalty: 3209.363525
	Iteration 23F: 3 clusters Score -6138470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (34438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34438 members 
Entering Unmasked Estep 
Score: -4355323.500000 Penalty: 1554.501099
	Iteration 0F: 2 clusters Score -4355324 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 17232 members 
Entering Unmasked Estep 
Score: -4332800.000000 Penalty: 3109.002197
	Iteration 0F: 3 clusters Score -4332800 nChanged 15657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -4341428.000000 Penalty: 3109.002197
	Iteration 1F: 3 clusters Score -4341428 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -4342058.000000 Penalty: 3109.002197
	Iteration 2F: 3 clusters Score -4342058 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -4342736.000000 Penalty: 3109.002197
	Iteration 3Q: 3 clusters Score -4342736 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -4343440.500000 Penalty: 3109.002197
	Iteration 4F: 3 clusters Score -4343440 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -4344315.500000 Penalty: 3109.002197
	Iteration 5F: 3 clusters Score -4344316 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -4345255.000000 Penalty: 3109.002197
	Iteration 6F: 3 clusters Score -4345255 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 22398 members 
Entering Unmasked Estep 
Score: -4346199.000000 Penalty: 3109.002197
	Iteration 7F: 3 clusters Score -4346199 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 23688 members 
Entering Unmasked Estep 
Score: -4347135.000000 Penalty: 3109.002197
	Iteration 8F: 3 clusters Score -4347135 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 24972 members 
Entering Unmasked Estep 
Score: -4347862.500000 Penalty: 3109.002197
	Iteration 9Q: 3 clusters Score -4347862 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 26250 members 
Entering Unmasked Estep 
Score: -4348534.000000 Penalty: 3109.002197
	Iteration 10Q: 3 clusters Score -4348534 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 27497 members 
Entering Unmasked Estep 
Score: -4349238.500000 Penalty: 3109.002197
	Iteration 11Q: 3 clusters Score -4349238 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 28767 members 
Entering Unmasked Estep 
Score: -4350001.000000 Penalty: 3109.002197
	Iteration 12Q: 3 clusters Score -4350001 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 30019 members 
Entering Unmasked Estep 
Score: -4350796.500000 Penalty: 3109.002197
	Iteration 13Q: 3 clusters Score -4350796 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 31135 members 
Entering Unmasked Estep 
Score: -4351574.000000 Penalty: 3109.002197
	Iteration 14Q: 3 clusters Score -4351574 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 32134 members 
Entering Unmasked Estep 
Score: -4352373.000000 Penalty: 3109.002197
	Iteration 15Q: 3 clusters Score -4352373 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 32871 members 
Entering Unmasked Estep 
Score: -4352967.000000 Penalty: 3109.002197
	Iteration 16Q: 3 clusters Score -4352967 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 33387 members 
Entering Unmasked Estep 
Score: -4353424.500000 Penalty: 3109.002197
	Iteration 17Q: 3 clusters Score -4353424 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 33681 members 
Entering Unmasked Estep 
Score: -4353661.000000 Penalty: 3109.002197
	Iteration 18Q: 3 clusters Score -4353661 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 33834 members 
Entering Unmasked Estep 
Score: -4353801.000000 Penalty: 3109.002197
	Iteration 19Q: 3 clusters Score -4353801 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 33912 members 
Entering Unmasked Estep 
Score: -4353882.500000 Penalty: 3109.002197
	Iteration 20F: 3 clusters Score -4353882 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 33964 members 
Entering Unmasked Estep 
Score: -4353944.500000 Penalty: 3109.002197
	Iteration 21Q: 3 clusters Score -4353944 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 34000 members 
Entering Unmasked Estep 
Score: -4353988.000000 Penalty: 3109.002197
	Iteration 22Q: 3 clusters Score -4353988 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 34019 members 
Entering Unmasked Estep 
Score: -4354013.500000 Penalty: 3109.002197
	Iteration 23Q: 3 clusters Score -4354014 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 34035 members 
Entering Unmasked Estep 
Score: -4354026.500000 Penalty: 3109.002197
	Iteration 24Q: 3 clusters Score -4354026 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 34047 members 
Entering Unmasked Estep 
Score: -4354046.000000 Penalty: 3109.002197
	Iteration 25Q: 3 clusters Score -4354046 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 34057 members 
Entering Unmasked Estep 
Score: -4354059.000000 Penalty: 3109.002197
	Iteration 26Q: 3 clusters Score -4354059 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 34065 members 
Entering Unmasked Estep 
Score: -4354070.000000 Penalty: 3109.002197
	Iteration 27Q: 3 clusters Score -4354070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 34070 members 
Entering Unmasked Estep 
Score: -4354081.000000 Penalty: 3109.002197
	Iteration 28Q: 3 clusters Score -4354081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 34072 members 
Entering Unmasked Estep 
Score: -4354085.000000 Penalty: 3109.002197
	Iteration 29Q: 3 clusters Score -4354085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 34075 members 
Entering Unmasked Estep 
Score: -4354092.500000 Penalty: 3109.002197
	Iteration 30Q: 3 clusters Score -4354092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 34079 members 
Entering Unmasked Estep 
Score: -4354095.000000 Penalty: 3109.002197
	Iteration 31Q: 3 clusters Score -4354095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 34082 members 
Entering Unmasked Estep 
Score: -4354095.000000 Penalty: 3109.002197
	Iteration 32Q: 3 clusters Score -4354095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 34086 members 
Entering Unmasked Estep 
Score: -4354106.000000 Penalty: 3109.002197
	Iteration 33Q: 3 clusters Score -4354106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 34086 members 
Entering Unmasked Estep 
Score: -4354108.000000 Penalty: 3109.002197
	Iteration 34Q: 3 clusters Score -4354108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 34085 members 
Entering Unmasked Estep 
Score: -4354106.500000 Penalty: 3109.002197
	Iteration 35Q: 3 clusters Score -4354106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 34085 members 
Entering Unmasked Estep 
Score: -4354110.000000 Penalty: 3109.002197
	Iteration 36Q: 3 clusters Score -4354110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 34089 members 
Entering Unmasked Estep 
Score: -4354110.500000 Penalty: 3109.002197
	Iteration 37Q: 3 clusters Score -4354110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 34088 members 
Entering Unmasked Estep 
Score: -4354110.500000 Penalty: 3109.002197
	Iteration 38Q: 3 clusters Score -4354110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 34087 members 
Entering Unmasked Estep 
Score: -4354112.000000 Penalty: 3109.002197
	Iteration 39Q: 3 clusters Score -4354112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 34087 members 
Entering Unmasked Estep 
Score: -4354116.000000 Penalty: 3109.002197
	Iteration 40F: 3 clusters Score -4354116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 34088 members 
Entering Unmasked Estep 
Score: -4354117.500000 Penalty: 3109.002197
	Iteration 41Q: 3 clusters Score -4354118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 34087 members 
Entering Unmasked Estep 
Score: -4354119.000000 Penalty: 3109.002197
	Iteration 42Q: 3 clusters Score -4354119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 34086 members 
Entering Unmasked Estep 
Score: -4354119.000000 Penalty: 3109.002197
	Iteration 43Q: 3 clusters Score -4354119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 34086 members 
Entering Unmasked Estep 
Score: -4354119.000000 Penalty: 3109.002197
	Iteration 44F: 3 clusters Score -4354119 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Entering Unmasked Estep 
Score: -381282.062500 Penalty: 1204.216187
	Iteration 0F: 2 clusters Score -381282.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -378670.468750 Penalty: 2408.432373
	Iteration 0F: 3 clusters Score -378670.5 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -379342.187500 Penalty: 2408.432373
	Iteration 1F: 3 clusters Score -379342.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -379513.875000 Penalty: 2408.432373
	Iteration 2F: 3 clusters Score -379513.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -379645.437500 Penalty: 2408.432373
	Iteration 3Q: 3 clusters Score -379645.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -379776.218750 Penalty: 2408.432373
	Iteration 4Q: 3 clusters Score -379776.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -379900.968750 Penalty: 2408.432373
	Iteration 5Q: 3 clusters Score -379901 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -380012.312500 Penalty: 2408.432373
	Iteration 6Q: 3 clusters Score -380012.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -380121.500000 Penalty: 2408.432373
	Iteration 7Q: 3 clusters Score -380121.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -380238.906250 Penalty: 2408.432373
	Iteration 8Q: 3 clusters Score -380238.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -380321.750000 Penalty: 2408.432373
	Iteration 9Q: 3 clusters Score -380321.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -380401.812500 Penalty: 2408.432373
	Iteration 10Q: 3 clusters Score -380401.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -380470.562500 Penalty: 2408.432373
	Iteration 11Q: 3 clusters Score -380470.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -380535.125000 Penalty: 2408.432373
	Iteration 12Q: 3 clusters Score -380535.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -380602.218750 Penalty: 2408.432373
	Iteration 13Q: 3 clusters Score -380602.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -380671.843750 Penalty: 2408.432373
	Iteration 14Q: 3 clusters Score -380671.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -380751.062500 Penalty: 2408.432373
	Iteration 15Q: 3 clusters Score -380751.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -380820.187500 Penalty: 2408.432373
	Iteration 16Q: 3 clusters Score -380820.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -380889.375000 Penalty: 2408.432373
	Iteration 17Q: 3 clusters Score -380889.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -380948.531250 Penalty: 2408.432373
	Iteration 18Q: 3 clusters Score -380948.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -380991.031250 Penalty: 2408.432373
	Iteration 19Q: 3 clusters Score -380991 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -381032.937500 Penalty: 2408.432373
	Iteration 20F: 3 clusters Score -381032.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -381063.218750 Penalty: 2408.432373
	Iteration 21Q: 3 clusters Score -381063.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -381089.000000 Penalty: 2408.432373
	Iteration 22Q: 3 clusters Score -381089 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -381111.718750 Penalty: 2408.432373
	Iteration 23Q: 3 clusters Score -381111.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -381126.812500 Penalty: 2408.432373
	Iteration 24Q: 3 clusters Score -381126.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -381138.375000 Penalty: 2408.432373
	Iteration 25Q: 3 clusters Score -381138.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -381149.656250 Penalty: 2408.432373
	Iteration 26Q: 3 clusters Score -381149.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -381157.625000 Penalty: 2408.432373
	Iteration 27Q: 3 clusters Score -381157.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -381164.312500 Penalty: 2408.432373
	Iteration 28Q: 3 clusters Score -381164.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -381167.281250 Penalty: 2408.432373
	Iteration 29Q: 3 clusters Score -381167.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -381172.375000 Penalty: 2408.432373
	Iteration 30Q: 3 clusters Score -381172.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -381176.093750 Penalty: 2408.432373
	Iteration 31Q: 3 clusters Score -381176.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -381178.875000 Penalty: 2408.432373
	Iteration 32Q: 3 clusters Score -381178.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -381181.593750 Penalty: 2408.432373
	Iteration 33Q: 3 clusters Score -381181.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -381184.375000 Penalty: 2408.432373
	Iteration 34Q: 3 clusters Score -381184.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -381186.531250 Penalty: 2408.432373
	Iteration 35Q: 3 clusters Score -381186.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -381188.312500 Penalty: 2408.432373
	Iteration 36Q: 3 clusters Score -381188.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -381188.531250 Penalty: 2408.432373
	Iteration 37Q: 3 clusters Score -381188.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -381188.531250 Penalty: 2408.432373
	Iteration 38F: 3 clusters Score -381188.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Entering Unmasked Estep 
Score: -683612.250000 Penalty: 1286.437134
	Iteration 0F: 2 clusters Score -683612.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -679510.812500 Penalty: 2572.874268
	Iteration 0F: 3 clusters Score -679510.8 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -680785.625000 Penalty: 2572.874268
	Iteration 1F: 3 clusters Score -680785.6 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -681053.500000 Penalty: 2572.874268
	Iteration 2F: 3 clusters Score -681053.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -681231.875000 Penalty: 2572.874268
	Iteration 3F: 3 clusters Score -681231.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -681362.000000 Penalty: 2572.874268
	Iteration 4Q: 3 clusters Score -681362 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -681454.187500 Penalty: 2572.874268
	Iteration 5Q: 3 clusters Score -681454.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -681530.250000 Penalty: 2572.874268
	Iteration 6Q: 3 clusters Score -681530.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -681601.250000 Penalty: 2572.874268
	Iteration 7Q: 3 clusters Score -681601.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -681666.750000 Penalty: 2572.874268
	Iteration 8Q: 3 clusters Score -681666.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -681735.312500 Penalty: 2572.874268
	Iteration 9Q: 3 clusters Score -681735.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -681814.125000 Penalty: 2572.874268
	Iteration 10Q: 3 clusters Score -681814.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -681891.062500 Penalty: 2572.874268
	Iteration 11Q: 3 clusters Score -681891.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -681955.875000 Penalty: 2572.874268
	Iteration 12Q: 3 clusters Score -681955.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -682011.125000 Penalty: 2572.874268
	Iteration 13Q: 3 clusters Score -682011.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -682052.437500 Penalty: 2572.874268
	Iteration 14Q: 3 clusters Score -682052.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -682090.312500 Penalty: 2572.874268
	Iteration 15Q: 3 clusters Score -682090.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -682120.375000 Penalty: 2572.874268
	Iteration 16Q: 3 clusters Score -682120.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -682145.875000 Penalty: 2572.874268
	Iteration 17Q: 3 clusters Score -682145.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -682172.750000 Penalty: 2572.874268
	Iteration 18Q: 3 clusters Score -682172.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -682202.500000 Penalty: 2572.874268
	Iteration 19Q: 3 clusters Score -682202.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -682231.562500 Penalty: 2572.874268
	Iteration 20F: 3 clusters Score -682231.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -682261.312500 Penalty: 2572.874268
	Iteration 21Q: 3 clusters Score -682261.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -682290.375000 Penalty: 2572.874268
	Iteration 22Q: 3 clusters Score -682290.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -682316.312500 Penalty: 2572.874268
	Iteration 23Q: 3 clusters Score -682316.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -682340.125000 Penalty: 2572.874268
	Iteration 24Q: 3 clusters Score -682340.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -682361.812500 Penalty: 2572.874268
	Iteration 25Q: 3 clusters Score -682361.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -682382.750000 Penalty: 2572.874268
	Iteration 26Q: 3 clusters Score -682382.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -682403.812500 Penalty: 2572.874268
	Iteration 27Q: 3 clusters Score -682403.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -682425.625000 Penalty: 2572.874268
	Iteration 28Q: 3 clusters Score -682425.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -682441.000000 Penalty: 2572.874268
	Iteration 29Q: 3 clusters Score -682441 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -682454.750000 Penalty: 2572.874268
	Iteration 30Q: 3 clusters Score -682454.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -682468.250000 Penalty: 2572.874268
	Iteration 31Q: 3 clusters Score -682468.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -682483.437500 Penalty: 2572.874268
	Iteration 32Q: 3 clusters Score -682483.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -682493.125000 Penalty: 2572.874268
	Iteration 33Q: 3 clusters Score -682493.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -682500.875000 Penalty: 2572.874268
	Iteration 34Q: 3 clusters Score -682500.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -682509.312500 Penalty: 2572.874268
	Iteration 35Q: 3 clusters Score -682509.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -682516.687500 Penalty: 2572.874268
	Iteration 36Q: 3 clusters Score -682516.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -682524.125000 Penalty: 2572.874268
	Iteration 37Q: 3 clusters Score -682524.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -682533.062500 Penalty: 2572.874268
	Iteration 38Q: 3 clusters Score -682533.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -682536.562500 Penalty: 2572.874268
	Iteration 39Q: 3 clusters Score -682536.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -682537.500000 Penalty: 2572.874268
	Iteration 40F: 3 clusters Score -682537.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -682542.187500 Penalty: 2572.874268
	Iteration 41Q: 3 clusters Score -682542.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -682549.875000 Penalty: 2572.874268
	Iteration 42Q: 3 clusters Score -682549.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -682560.437500 Penalty: 2572.874268
	Iteration 43Q: 3 clusters Score -682560.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -682567.562500 Penalty: 2572.874268
	Iteration 44Q: 3 clusters Score -682567.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -682570.187500 Penalty: 2572.874268
	Iteration 45Q: 3 clusters Score -682570.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -682571.875000 Penalty: 2572.874268
	Iteration 46Q: 3 clusters Score -682571.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -682573.437500 Penalty: 2572.874268
	Iteration 47Q: 3 clusters Score -682573.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -682573.062500 Penalty: 2572.874268
	Iteration 48Q: 3 clusters Score -682573.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -682574.562500 Penalty: 2572.874268
	Iteration 49Q: 3 clusters Score -682574.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -682576.000000 Penalty: 2572.874268
	Iteration 50Q: 3 clusters Score -682576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -682575.750000 Penalty: 2572.874268
	Iteration 51Q: 3 clusters Score -682575.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -682576.000000 Penalty: 2572.874268
	Iteration 52Q: 3 clusters Score -682576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -682578.687500 Penalty: 2572.874268
	Iteration 53Q: 3 clusters Score -682578.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -682579.687500 Penalty: 2572.874268
	Iteration 54Q: 3 clusters Score -682579.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -682579.375000 Penalty: 2572.874268
	Iteration 55Q: 3 clusters Score -682579.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -682583.625000 Penalty: 2572.874268
	Iteration 56Q: 3 clusters Score -682583.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -682588.937500 Penalty: 2572.874268
	Iteration 57Q: 3 clusters Score -682588.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -682589.250000 Penalty: 2572.874268
	Iteration 58Q: 3 clusters Score -682589.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -682590.000000 Penalty: 2572.874268
	Iteration 59Q: 3 clusters Score -682590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -682591.437500 Penalty: 2572.874268
	Iteration 60F: 3 clusters Score -682591.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -682592.812500 Penalty: 2572.874268
	Iteration 61Q: 3 clusters Score -682592.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -682591.687500 Penalty: 2572.874268
	Iteration 62Q: 3 clusters Score -682591.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -682593.000000 Penalty: 2572.874268
	Iteration 63Q: 3 clusters Score -682593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -682593.000000 Penalty: 2572.874268
	Iteration 64F: 3 clusters Score -682593 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Entering Unmasked Estep 
Score: -2251792.000000 Penalty: 1456.707764
	Iteration 0F: 2 clusters Score -2251792 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 8869 members 
Entering Unmasked Estep 
Score: -2239988.250000 Penalty: 2913.415527
	Iteration 0F: 3 clusters Score -2239988 nChanged 7773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -2244200.750000 Penalty: 2913.415527
	Iteration 1F: 3 clusters Score -2244201 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -2244523.750000 Penalty: 2913.415527
	Iteration 2F: 3 clusters Score -2244524 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -2244792.000000 Penalty: 2913.415527
	Iteration 3Q: 3 clusters Score -2244792 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -2245038.750000 Penalty: 2913.415527
	Iteration 4Q: 3 clusters Score -2245039 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -2245301.500000 Penalty: 2913.415527
	Iteration 5Q: 3 clusters Score -2245302 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -2245619.500000 Penalty: 2913.415527
	Iteration 6Q: 3 clusters Score -2245620 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -2246061.000000 Penalty: 2913.415527
	Iteration 7Q: 3 clusters Score -2246061 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -2246629.750000 Penalty: 2913.415527
	Iteration 8F: 3 clusters Score -2246630 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -2247368.750000 Penalty: 2913.415527
	Iteration 9F: 3 clusters Score -2247369 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -2248205.000000 Penalty: 2913.415527
	Iteration 10F: 3 clusters Score -2248205 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -2249024.750000 Penalty: 2913.415527
	Iteration 11F: 3 clusters Score -2249025 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2249652.500000 Penalty: 2913.415527
	Iteration 12Q: 3 clusters Score -2249652 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2250046.250000 Penalty: 2913.415527
	Iteration 13Q: 3 clusters Score -2250046 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2250273.500000 Penalty: 2913.415527
	Iteration 14Q: 3 clusters Score -2250274 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2250404.000000 Penalty: 2913.415527
	Iteration 15Q: 3 clusters Score -2250404 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2250475.750000 Penalty: 2913.415527
	Iteration 16Q: 3 clusters Score -2250476 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2250536.500000 Penalty: 2913.415527
	Iteration 17Q: 3 clusters Score -2250536 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2250581.750000 Penalty: 2913.415527
	Iteration 18Q: 3 clusters Score -2250582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -2250596.000000 Penalty: 2913.415527
	Iteration 19Q: 3 clusters Score -2250596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -2250599.500000 Penalty: 2913.415527
	Iteration 20F: 3 clusters Score -2250600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -2250600.500000 Penalty: 2913.415527
	Iteration 21Q: 3 clusters Score -2250600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2250602.000000 Penalty: 2913.415527
	Iteration 22Q: 3 clusters Score -2250602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -2250603.750000 Penalty: 2913.415527
	Iteration 23Q: 3 clusters Score -2250604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -2250606.750000 Penalty: 2913.415527
	Iteration 24Q: 3 clusters Score -2250607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -2250605.500000 Penalty: 2913.415527
	Iteration 25Q: 3 clusters Score -2250606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -2250606.250000 Penalty: 2913.415527
	Iteration 26Q: 3 clusters Score -2250606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -2250607.500000 Penalty: 2913.415527
	Iteration 27Q: 3 clusters Score -2250608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -2250607.500000 Penalty: 2913.415527
	Iteration 28F: 3 clusters Score -2250608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Entering Unmasked Estep 
Score: -1243622.000000 Penalty: 1375.804443
	Iteration 0F: 2 clusters Score -1243622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1236584.500000 Penalty: 2751.608887
	Iteration 0F: 3 clusters Score -1236584 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1238928.125000 Penalty: 2751.608887
	Iteration 1F: 3 clusters Score -1238928 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1239264.875000 Penalty: 2751.608887
	Iteration 2F: 3 clusters Score -1239265 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1239516.500000 Penalty: 2751.608887
	Iteration 3F: 3 clusters Score -1239516 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1239738.875000 Penalty: 2751.608887
	Iteration 4Q: 3 clusters Score -1239739 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1239974.375000 Penalty: 2751.608887
	Iteration 5Q: 3 clusters Score -1239974 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1240272.500000 Penalty: 2751.608887
	Iteration 6Q: 3 clusters Score -1240272 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1240670.000000 Penalty: 2751.608887
	Iteration 7F: 3 clusters Score -1240670 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1241149.500000 Penalty: 2751.608887
	Iteration 8F: 3 clusters Score -1241150 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1241623.250000 Penalty: 2751.608887
	Iteration 9F: 3 clusters Score -1241623 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1242107.875000 Penalty: 2751.608887
	Iteration 10F: 3 clusters Score -1242108 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1242526.625000 Penalty: 2751.608887
	Iteration 11Q: 3 clusters Score -1242527 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1242821.625000 Penalty: 2751.608887
	Iteration 12Q: 3 clusters Score -1242822 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1243009.750000 Penalty: 2751.608887
	Iteration 13Q: 3 clusters Score -1243010 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1243137.750000 Penalty: 2751.608887
	Iteration 14Q: 3 clusters Score -1243138 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1243215.250000 Penalty: 2751.608887
	Iteration 15Q: 3 clusters Score -1243215 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1243255.375000 Penalty: 2751.608887
	Iteration 16Q: 3 clusters Score -1243255 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1243287.375000 Penalty: 2751.608887
	Iteration 17Q: 3 clusters Score -1243287 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1243323.750000 Penalty: 2751.608887
	Iteration 18Q: 3 clusters Score -1243324 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1243346.125000 Penalty: 2751.608887
	Iteration 19Q: 3 clusters Score -1243346 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1243370.500000 Penalty: 2751.608887
	Iteration 20F: 3 clusters Score -1243370 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1243385.000000 Penalty: 2751.608887
	Iteration 21Q: 3 clusters Score -1243385 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1243395.875000 Penalty: 2751.608887
	Iteration 22Q: 3 clusters Score -1243396 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1243401.250000 Penalty: 2751.608887
	Iteration 23Q: 3 clusters Score -1243401 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1243410.125000 Penalty: 2751.608887
	Iteration 24Q: 3 clusters Score -1243410 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1243415.750000 Penalty: 2751.608887
	Iteration 25Q: 3 clusters Score -1243416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1243417.625000 Penalty: 2751.608887
	Iteration 26Q: 3 clusters Score -1243418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1243421.125000 Penalty: 2751.608887
	Iteration 27Q: 3 clusters Score -1243421 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1243425.625000 Penalty: 2751.608887
	Iteration 28Q: 3 clusters Score -1243426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1243426.125000 Penalty: 2751.608887
	Iteration 29Q: 3 clusters Score -1243426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1243427.625000 Penalty: 2751.608887
	Iteration 30Q: 3 clusters Score -1243428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1243427.625000 Penalty: 2751.608887
	Iteration 31F: 3 clusters Score -1243428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (30260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30260 members 
Entering Unmasked Estep 
Score: -3542662.500000 Penalty: 1535.256226
	Iteration 0F: 2 clusters Score -3542662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -3522912.500000 Penalty: 3070.512451
	Iteration 0F: 3 clusters Score -3522912 nChanged 13686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -3530460.750000 Penalty: 3070.512451
	Iteration 1F: 3 clusters Score -3530461 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -3530989.250000 Penalty: 3070.512451
	Iteration 2Q: 3 clusters Score -3530989 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -3531435.500000 Penalty: 3070.512451
	Iteration 3Q: 3 clusters Score -3531436 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -3531876.000000 Penalty: 3070.512451
	Iteration 4Q: 3 clusters Score -3531876 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -3532311.000000 Penalty: 3070.512451
	Iteration 5Q: 3 clusters Score -3532311 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -3532908.500000 Penalty: 3070.512451
	Iteration 6Q: 3 clusters Score -3532908 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -3533606.000000 Penalty: 3070.512451
	Iteration 7Q: 3 clusters Score -3533606 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -3534406.000000 Penalty: 3070.512451
	Iteration 8Q: 3 clusters Score -3534406 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -3535224.000000 Penalty: 3070.512451
	Iteration 9Q: 3 clusters Score -3535224 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22351 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -3536047.000000 Penalty: 3070.512451
	Iteration 10Q: 3 clusters Score -3536047 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -3536867.500000 Penalty: 3070.512451
	Iteration 11Q: 3 clusters Score -3536868 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24976 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -3537704.750000 Penalty: 3070.512451
	Iteration 12Q: 3 clusters Score -3537705 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26227 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -3538578.250000 Penalty: 3070.512451
	Iteration 13Q: 3 clusters Score -3538578 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27342 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -3539439.500000 Penalty: 3070.512451
	Iteration 14Q: 3 clusters Score -3539440 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28198 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -3540126.750000 Penalty: 3070.512451
	Iteration 15Q: 3 clusters Score -3540127 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28817 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -3540624.500000 Penalty: 3070.512451
	Iteration 16Q: 3 clusters Score -3540624 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29222 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -3540955.500000 Penalty: 3070.512451
	Iteration 17Q: 3 clusters Score -3540956 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29451 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -3541148.500000 Penalty: 3070.512451
	Iteration 18Q: 3 clusters Score -3541148 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29565 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -3541224.000000 Penalty: 3070.512451
	Iteration 19Q: 3 clusters Score -3541224 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29639 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -3541301.250000 Penalty: 3070.512451
	Iteration 20F: 3 clusters Score -3541301 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29689 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -3541354.500000 Penalty: 3070.512451
	Iteration 21Q: 3 clusters Score -3541354 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29734 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -3541410.250000 Penalty: 3070.512451
	Iteration 22Q: 3 clusters Score -3541410 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29761 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -3541440.000000 Penalty: 3070.512451
	Iteration 23Q: 3 clusters Score -3541440 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29780 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -3541469.750000 Penalty: 3070.512451
	Iteration 24Q: 3 clusters Score -3541470 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29799 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -3541497.250000 Penalty: 3070.512451
	Iteration 25Q: 3 clusters Score -3541497 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29810 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -3541507.000000 Penalty: 3070.512451
	Iteration 26Q: 3 clusters Score -3541507 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29810 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -3541519.500000 Penalty: 3070.512451
	Iteration 27Q: 3 clusters Score -3541520 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29806 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -3541532.000000 Penalty: 3070.512451
	Iteration 28Q: 3 clusters Score -3541532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29814 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -3541534.750000 Penalty: 3070.512451
	Iteration 29Q: 3 clusters Score -3541535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29816 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -3541537.000000 Penalty: 3070.512451
	Iteration 30Q: 3 clusters Score -3541537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29817 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -3541540.000000 Penalty: 3070.512451
	Iteration 31Q: 3 clusters Score -3541540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29816 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -3541545.250000 Penalty: 3070.512451
	Iteration 32Q: 3 clusters Score -3541545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29818 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -3541548.000000 Penalty: 3070.512451
	Iteration 33Q: 3 clusters Score -3541548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29818 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -3541558.250000 Penalty: 3070.512451
	Iteration 34Q: 3 clusters Score -3541558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29819 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -3541562.500000 Penalty: 3070.512451
	Iteration 35Q: 3 clusters Score -3541562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29820 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -3541562.000000 Penalty: 3070.512451
	Iteration 36Q: 3 clusters Score -3541562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29820 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -3541562.000000 Penalty: 3070.512451
	Iteration 37F: 3 clusters Score -3541562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (16234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Entering Unmasked Estep 
Score: -2052549.250000 Penalty: 1442.595703
	Iteration 0F: 2 clusters Score -2052549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -2041782.125000 Penalty: 2885.191406
	Iteration 0F: 3 clusters Score -2041782 nChanged 6986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -2045629.000000 Penalty: 2885.191406
	Iteration 1F: 3 clusters Score -2045629 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -2046000.375000 Penalty: 2885.191406
	Iteration 2F: 3 clusters Score -2046000 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -2046298.250000 Penalty: 2885.191406
	Iteration 3Q: 3 clusters Score -2046298 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -2046599.250000 Penalty: 2885.191406
	Iteration 4Q: 3 clusters Score -2046599 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -2046895.125000 Penalty: 2885.191406
	Iteration 5Q: 3 clusters Score -2046895 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -2047186.125000 Penalty: 2885.191406
	Iteration 6Q: 3 clusters Score -2047186 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -2047534.625000 Penalty: 2885.191406
	Iteration 7Q: 3 clusters Score -2047535 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -2047959.375000 Penalty: 2885.191406
	Iteration 8Q: 3 clusters Score -2047959 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -2048481.625000 Penalty: 2885.191406
	Iteration 9Q: 3 clusters Score -2048482 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -2049024.500000 Penalty: 2885.191406
	Iteration 10Q: 3 clusters Score -2049024 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -2049556.250000 Penalty: 2885.191406
	Iteration 11Q: 3 clusters Score -2049556 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -2050051.375000 Penalty: 2885.191406
	Iteration 12Q: 3 clusters Score -2050051 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -2050415.625000 Penalty: 2885.191406
	Iteration 13Q: 3 clusters Score -2050416 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2050701.125000 Penalty: 2885.191406
	Iteration 14Q: 3 clusters Score -2050701 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2050905.875000 Penalty: 2885.191406
	Iteration 15Q: 3 clusters Score -2050906 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2051056.125000 Penalty: 2885.191406
	Iteration 16Q: 3 clusters Score -2051056 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2051158.625000 Penalty: 2885.191406
	Iteration 17Q: 3 clusters Score -2051159 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2051208.250000 Penalty: 2885.191406
	Iteration 18Q: 3 clusters Score -2051208 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2051257.250000 Penalty: 2885.191406
	Iteration 19Q: 3 clusters Score -2051257 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2051298.625000 Penalty: 2885.191406
	Iteration 20F: 3 clusters Score -2051299 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2051325.000000 Penalty: 2885.191406
	Iteration 21Q: 3 clusters Score -2051325 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2051348.250000 Penalty: 2885.191406
	Iteration 22Q: 3 clusters Score -2051348 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2051379.500000 Penalty: 2885.191406
	Iteration 23Q: 3 clusters Score -2051380 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2051413.875000 Penalty: 2885.191406
	Iteration 24Q: 3 clusters Score -2051414 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2051432.625000 Penalty: 2885.191406
	Iteration 25Q: 3 clusters Score -2051433 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2051448.500000 Penalty: 2885.191406
	Iteration 26Q: 3 clusters Score -2051448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2051453.875000 Penalty: 2885.191406
	Iteration 27Q: 3 clusters Score -2051454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2051458.750000 Penalty: 2885.191406
	Iteration 28Q: 3 clusters Score -2051459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2051459.375000 Penalty: 2885.191406
	Iteration 29Q: 3 clusters Score -2051459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2051461.000000 Penalty: 2885.191406
	Iteration 30Q: 3 clusters Score -2051461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2051460.625000 Penalty: 2885.191406
	Iteration 31Q: 3 clusters Score -2051461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2051460.625000 Penalty: 2885.191406
	Iteration 32F: 3 clusters Score -2051461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Entering Unmasked Estep 
Score: -197948.859375 Penalty: 1117.958740
	Iteration 0F: 2 clusters Score -197948.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -196220.703125 Penalty: 2235.917480
	Iteration 0F: 3 clusters Score -196220.7 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -196709.453125 Penalty: 2235.917480
	Iteration 1F: 3 clusters Score -196709.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -196864.875000 Penalty: 2235.917480
	Iteration 2F: 3 clusters Score -196864.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -196974.281250 Penalty: 2235.917480
	Iteration 3Q: 3 clusters Score -196974.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -197065.593750 Penalty: 2235.917480
	Iteration 4Q: 3 clusters Score -197065.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -197128.750000 Penalty: 2235.917480
	Iteration 5Q: 3 clusters Score -197128.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -197175.328125 Penalty: 2235.917480
	Iteration 6Q: 3 clusters Score -197175.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -197215.843750 Penalty: 2235.917480
	Iteration 7Q: 3 clusters Score -197215.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -197245.828125 Penalty: 2235.917480
	Iteration 8Q: 3 clusters Score -197245.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -197283.890625 Penalty: 2235.917480
	Iteration 9Q: 3 clusters Score -197283.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -197307.093750 Penalty: 2235.917480
	Iteration 10Q: 3 clusters Score -197307.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -197324.875000 Penalty: 2235.917480
	Iteration 11Q: 3 clusters Score -197324.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -197351.156250 Penalty: 2235.917480
	Iteration 12Q: 3 clusters Score -197351.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -197371.765625 Penalty: 2235.917480
	Iteration 13Q: 3 clusters Score -197371.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -197391.718750 Penalty: 2235.917480
	Iteration 14Q: 3 clusters Score -197391.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -197409.750000 Penalty: 2235.917480
	Iteration 15Q: 3 clusters Score -197409.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -197425.359375 Penalty: 2235.917480
	Iteration 16Q: 3 clusters Score -197425.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -197433.546875 Penalty: 2235.917480
	Iteration 17Q: 3 clusters Score -197433.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -197438.125000 Penalty: 2235.917480
	Iteration 18Q: 3 clusters Score -197438.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -197444.578125 Penalty: 2235.917480
	Iteration 19Q: 3 clusters Score -197444.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -197451.546875 Penalty: 2235.917480
	Iteration 20F: 3 clusters Score -197451.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -197458.281250 Penalty: 2235.917480
	Iteration 21Q: 3 clusters Score -197458.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -197462.546875 Penalty: 2235.917480
	Iteration 22Q: 3 clusters Score -197462.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -197465.812500 Penalty: 2235.917480
	Iteration 23Q: 3 clusters Score -197465.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -197469.234375 Penalty: 2235.917480
	Iteration 24Q: 3 clusters Score -197469.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -197470.906250 Penalty: 2235.917480
	Iteration 25Q: 3 clusters Score -197470.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -197475.687500 Penalty: 2235.917480
	Iteration 26Q: 3 clusters Score -197475.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -197482.218750 Penalty: 2235.917480
	Iteration 27Q: 3 clusters Score -197482.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -197488.468750 Penalty: 2235.917480
	Iteration 28Q: 3 clusters Score -197488.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -197492.578125 Penalty: 2235.917480
	Iteration 29Q: 3 clusters Score -197492.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -197495.562500 Penalty: 2235.917480
	Iteration 30Q: 3 clusters Score -197495.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -197500.781250 Penalty: 2235.917480
	Iteration 31Q: 3 clusters Score -197500.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -197501.937500 Penalty: 2235.917480
	Iteration 32Q: 3 clusters Score -197501.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -197503.203125 Penalty: 2235.917480
	Iteration 33Q: 3 clusters Score -197503.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -197503.968750 Penalty: 2235.917480
	Iteration 34Q: 3 clusters Score -197504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -197504.281250 Penalty: 2235.917480
	Iteration 35Q: 3 clusters Score -197504.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -197505.156250 Penalty: 2235.917480
	Iteration 36Q: 3 clusters Score -197505.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -197506.281250 Penalty: 2235.917480
	Iteration 37Q: 3 clusters Score -197506.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -197506.281250 Penalty: 2235.917480
	Iteration 38F: 3 clusters Score -197506.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Entering Unmasked Estep 
Score: -154985.000000 Penalty: 1075.800049
	Iteration 0F: 2 clusters Score -154985 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -153488.812500 Penalty: 2151.600098
	Iteration 0F: 3 clusters Score -153488.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -153848.515625 Penalty: 2151.600098
	Iteration 1F: 3 clusters Score -153848.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -153943.953125 Penalty: 2151.600098
	Iteration 2F: 3 clusters Score -153944 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -153982.000000 Penalty: 2151.600098
	Iteration 3Q: 3 clusters Score -153982 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -154003.531250 Penalty: 2151.600098
	Iteration 4Q: 3 clusters Score -154003.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -154012.234375 Penalty: 2151.600098
	Iteration 5Q: 3 clusters Score -154012.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -154022.703125 Penalty: 2151.600098
	Iteration 6Q: 3 clusters Score -154022.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -154028.046875 Penalty: 2151.600098
	Iteration 7Q: 3 clusters Score -154028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -154032.015625 Penalty: 2151.600098
	Iteration 8Q: 3 clusters Score -154032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -154038.468750 Penalty: 2151.600098
	Iteration 9Q: 3 clusters Score -154038.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -154042.406250 Penalty: 2151.600098
	Iteration 10Q: 3 clusters Score -154042.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -154046.203125 Penalty: 2151.600098
	Iteration 11Q: 3 clusters Score -154046.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -154048.734375 Penalty: 2151.600098
	Iteration 12Q: 3 clusters Score -154048.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -154052.093750 Penalty: 2151.600098
	Iteration 13Q: 3 clusters Score -154052.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -154052.984375 Penalty: 2151.600098
	Iteration 14Q: 3 clusters Score -154053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -154053.281250 Penalty: 2151.600098
	Iteration 15Q: 3 clusters Score -154053.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -154053.281250 Penalty: 2151.600098
	Iteration 16F: 3 clusters Score -154053.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Entering Unmasked Estep 
Score: -1111116.875000 Penalty: 1351.053833
	Iteration 0F: 2 clusters Score -1111117 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1105152.000000 Penalty: 2702.107666
	Iteration 0F: 3 clusters Score -1105152 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1107055.750000 Penalty: 2702.107666
	Iteration 1F: 3 clusters Score -1107056 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1107309.750000 Penalty: 2702.107666
	Iteration 2F: 3 clusters Score -1107310 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1107484.250000 Penalty: 2702.107666
	Iteration 3Q: 3 clusters Score -1107484 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1107627.625000 Penalty: 2702.107666
	Iteration 4Q: 3 clusters Score -1107628 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1107753.625000 Penalty: 2702.107666
	Iteration 5Q: 3 clusters Score -1107754 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1107880.250000 Penalty: 2702.107666
	Iteration 6Q: 3 clusters Score -1107880 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1108041.875000 Penalty: 2702.107666
	Iteration 7Q: 3 clusters Score -1108042 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1108228.500000 Penalty: 2702.107666
	Iteration 8Q: 3 clusters Score -1108228 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1108456.875000 Penalty: 2702.107666
	Iteration 9Q: 3 clusters Score -1108457 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1108714.125000 Penalty: 2702.107666
	Iteration 10Q: 3 clusters Score -1108714 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1109001.750000 Penalty: 2702.107666
	Iteration 11Q: 3 clusters Score -1109002 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1109266.250000 Penalty: 2702.107666
	Iteration 12Q: 3 clusters Score -1109266 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1109466.000000 Penalty: 2702.107666
	Iteration 13Q: 3 clusters Score -1109466 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1109605.125000 Penalty: 2702.107666
	Iteration 14Q: 3 clusters Score -1109605 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1109710.375000 Penalty: 2702.107666
	Iteration 15Q: 3 clusters Score -1109710 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1109793.250000 Penalty: 2702.107666
	Iteration 16Q: 3 clusters Score -1109793 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1109851.125000 Penalty: 2702.107666
	Iteration 17Q: 3 clusters Score -1109851 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1109895.875000 Penalty: 2702.107666
	Iteration 18Q: 3 clusters Score -1109896 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1109943.250000 Penalty: 2702.107666
	Iteration 19Q: 3 clusters Score -1109943 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1109979.750000 Penalty: 2702.107666
	Iteration 20F: 3 clusters Score -1109980 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1110005.000000 Penalty: 2702.107666
	Iteration 21Q: 3 clusters Score -1110005 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1110022.125000 Penalty: 2702.107666
	Iteration 22Q: 3 clusters Score -1110022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1110034.750000 Penalty: 2702.107666
	Iteration 23Q: 3 clusters Score -1110035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1110042.000000 Penalty: 2702.107666
	Iteration 24Q: 3 clusters Score -1110042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1110051.125000 Penalty: 2702.107666
	Iteration 25Q: 3 clusters Score -1110051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1110055.500000 Penalty: 2702.107666
	Iteration 26Q: 3 clusters Score -1110056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1110056.000000 Penalty: 2702.107666
	Iteration 27Q: 3 clusters Score -1110056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1110056.000000 Penalty: 2702.107666
	Iteration 28F: 3 clusters Score -1110056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Entering Unmasked Estep 
Score: -18338.097656 Penalty: 821.593445
	Iteration 0F: 2 clusters Score -18338.1 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 129 members 
Entering Unmasked Estep 
Score: -17719.316406 Penalty: 1643.186890
	Iteration 0F: 3 clusters Score -17719.32 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -17835.582031 Penalty: 1643.186890
	Iteration 1F: 3 clusters Score -17835.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -17931.875000 Penalty: 1643.186890
	Iteration 2F: 3 clusters Score -17931.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -17977.814453 Penalty: 1643.186890
	Iteration 3Q: 3 clusters Score -17977.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -18030.550781 Penalty: 1643.186890
	Iteration 4Q: 3 clusters Score -18030.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -18086.425781 Penalty: 1643.186890
	Iteration 5F: 3 clusters Score -18086.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -18158.689453 Penalty: 1643.186890
	Iteration 6Q: 3 clusters Score -18158.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -18181.152344 Penalty: 1643.186890
	Iteration 7Q: 3 clusters Score -18181.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -18206.740234 Penalty: 1643.186890
	Iteration 8Q: 3 clusters Score -18206.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -18220.259766 Penalty: 1643.186890
	Iteration 9Q: 3 clusters Score -18220.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -18220.259766 Penalty: 1643.186890
	Iteration 10F: 3 clusters Score -18220.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Entering Unmasked Estep 
Score: -1464303.500000 Penalty: 1397.603271
	Iteration 0F: 2 clusters Score -1464304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1456304.500000 Penalty: 2795.206543
	Iteration 0F: 3 clusters Score -1456304 nChanged 5080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1459087.625000 Penalty: 2795.206543
	Iteration 1F: 3 clusters Score -1459088 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1459481.625000 Penalty: 2795.206543
	Iteration 2F: 3 clusters Score -1459482 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1459816.750000 Penalty: 2795.206543
	Iteration 3F: 3 clusters Score -1459817 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1460107.375000 Penalty: 2795.206543
	Iteration 4Q: 3 clusters Score -1460107 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1460423.750000 Penalty: 2795.206543
	Iteration 5Q: 3 clusters Score -1460424 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1460734.000000 Penalty: 2795.206543
	Iteration 6Q: 3 clusters Score -1460734 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1461040.500000 Penalty: 2795.206543
	Iteration 7Q: 3 clusters Score -1461040 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1461345.875000 Penalty: 2795.206543
	Iteration 8Q: 3 clusters Score -1461346 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1461585.125000 Penalty: 2795.206543
	Iteration 9Q: 3 clusters Score -1461585 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1461779.375000 Penalty: 2795.206543
	Iteration 10Q: 3 clusters Score -1461779 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1461951.875000 Penalty: 2795.206543
	Iteration 11Q: 3 clusters Score -1461952 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1462115.375000 Penalty: 2795.206543
	Iteration 12Q: 3 clusters Score -1462115 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1462255.875000 Penalty: 2795.206543
	Iteration 13Q: 3 clusters Score -1462256 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -1462371.625000 Penalty: 2795.206543
	Iteration 14Q: 3 clusters Score -1462372 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1462479.625000 Penalty: 2795.206543
	Iteration 15Q: 3 clusters Score -1462480 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1462606.875000 Penalty: 2795.206543
	Iteration 16Q: 3 clusters Score -1462607 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1462729.625000 Penalty: 2795.206543
	Iteration 17Q: 3 clusters Score -1462730 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -1462820.500000 Penalty: 2795.206543
	Iteration 18Q: 3 clusters Score -1462820 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1462903.500000 Penalty: 2795.206543
	Iteration 19Q: 3 clusters Score -1462904 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -1462975.250000 Penalty: 2795.206543
	Iteration 20F: 3 clusters Score -1462975 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -1463031.375000 Penalty: 2795.206543
	Iteration 21Q: 3 clusters Score -1463031 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -1463077.375000 Penalty: 2795.206543
	Iteration 22Q: 3 clusters Score -1463077 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1463111.500000 Penalty: 2795.206543
	Iteration 23Q: 3 clusters Score -1463112 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -1463149.125000 Penalty: 2795.206543
	Iteration 24Q: 3 clusters Score -1463149 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -1463190.000000 Penalty: 2795.206543
	Iteration 25Q: 3 clusters Score -1463190 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1463224.750000 Penalty: 2795.206543
	Iteration 26Q: 3 clusters Score -1463225 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -1463252.875000 Penalty: 2795.206543
	Iteration 27Q: 3 clusters Score -1463253 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1463265.500000 Penalty: 2795.206543
	Iteration 28Q: 3 clusters Score -1463266 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -1463276.125000 Penalty: 2795.206543
	Iteration 29Q: 3 clusters Score -1463276 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1463283.250000 Penalty: 2795.206543
	Iteration 30Q: 3 clusters Score -1463283 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1463294.375000 Penalty: 2795.206543
	Iteration 31Q: 3 clusters Score -1463294 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -1463307.375000 Penalty: 2795.206543
	Iteration 32Q: 3 clusters Score -1463307 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1463324.625000 Penalty: 2795.206543
	Iteration 33Q: 3 clusters Score -1463325 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -1463341.750000 Penalty: 2795.206543
	Iteration 34Q: 3 clusters Score -1463342 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -1463361.250000 Penalty: 2795.206543
	Iteration 35Q: 3 clusters Score -1463361 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -1463369.250000 Penalty: 2795.206543
	Iteration 36Q: 3 clusters Score -1463369 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -1463371.375000 Penalty: 2795.206543
	Iteration 37Q: 3 clusters Score -1463371 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -1463376.125000 Penalty: 2795.206543
	Iteration 38Q: 3 clusters Score -1463376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -1463380.750000 Penalty: 2795.206543
	Iteration 39Q: 3 clusters Score -1463381 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -1463383.000000 Penalty: 2795.206543
	Iteration 40F: 3 clusters Score -1463383 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1463387.750000 Penalty: 2795.206543
	Iteration 41Q: 3 clusters Score -1463388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1463390.375000 Penalty: 2795.206543
	Iteration 42Q: 3 clusters Score -1463390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -1463398.750000 Penalty: 2795.206543
	Iteration 43Q: 3 clusters Score -1463399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -1463400.500000 Penalty: 2795.206543
	Iteration 44Q: 3 clusters Score -1463400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -1463398.375000 Penalty: 2795.206543
	Iteration 45Q: 3 clusters Score -1463398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -1463399.125000 Penalty: 2795.206543
	Iteration 46Q: 3 clusters Score -1463399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -1463399.125000 Penalty: 2795.206543
	Iteration 47F: 3 clusters Score -1463399 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Entering Unmasked Estep 
Score: -704610.375000 Penalty: 1295.476562
	Iteration 0F: 2 clusters Score -704610.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -700335.437500 Penalty: 2590.953125
	Iteration 0F: 3 clusters Score -700335.4 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -701706.562500 Penalty: 2590.953125
	Iteration 1F: 3 clusters Score -701706.6 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -702027.062500 Penalty: 2590.953125
	Iteration 2F: 3 clusters Score -702027.1 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -702266.687500 Penalty: 2590.953125
	Iteration 3F: 3 clusters Score -702266.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -702475.562500 Penalty: 2590.953125
	Iteration 4F: 3 clusters Score -702475.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -702642.437500 Penalty: 2590.953125
	Iteration 5Q: 3 clusters Score -702642.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -702797.937500 Penalty: 2590.953125
	Iteration 6Q: 3 clusters Score -702797.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -702927.312500 Penalty: 2590.953125
	Iteration 7Q: 3 clusters Score -702927.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -703058.062500 Penalty: 2590.953125
	Iteration 8Q: 3 clusters Score -703058.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -703164.625000 Penalty: 2590.953125
	Iteration 9Q: 3 clusters Score -703164.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -703269.562500 Penalty: 2590.953125
	Iteration 10Q: 3 clusters Score -703269.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -703376.812500 Penalty: 2590.953125
	Iteration 11Q: 3 clusters Score -703376.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -703482.312500 Penalty: 2590.953125
	Iteration 12Q: 3 clusters Score -703482.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -703569.812500 Penalty: 2590.953125
	Iteration 13Q: 3 clusters Score -703569.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -703647.937500 Penalty: 2590.953125
	Iteration 14Q: 3 clusters Score -703647.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -703696.500000 Penalty: 2590.953125
	Iteration 15Q: 3 clusters Score -703696.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -703740.062500 Penalty: 2590.953125
	Iteration 16Q: 3 clusters Score -703740.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -703775.875000 Penalty: 2590.953125
	Iteration 17Q: 3 clusters Score -703775.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -703796.187500 Penalty: 2590.953125
	Iteration 18Q: 3 clusters Score -703796.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -703808.937500 Penalty: 2590.953125
	Iteration 19Q: 3 clusters Score -703808.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -703820.562500 Penalty: 2590.953125
	Iteration 20F: 3 clusters Score -703820.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -703830.500000 Penalty: 2590.953125
	Iteration 21Q: 3 clusters Score -703830.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -703835.562500 Penalty: 2590.953125
	Iteration 22Q: 3 clusters Score -703835.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -703841.687500 Penalty: 2590.953125
	Iteration 23Q: 3 clusters Score -703841.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -703846.125000 Penalty: 2590.953125
	Iteration 24Q: 3 clusters Score -703846.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -703849.937500 Penalty: 2590.953125
	Iteration 25Q: 3 clusters Score -703849.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -703850.375000 Penalty: 2590.953125
	Iteration 26Q: 3 clusters Score -703850.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -703853.250000 Penalty: 2590.953125
	Iteration 27Q: 3 clusters Score -703853.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -703854.187500 Penalty: 2590.953125
	Iteration 28Q: 3 clusters Score -703854.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -703856.250000 Penalty: 2590.953125
	Iteration 29Q: 3 clusters Score -703856.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -703859.437500 Penalty: 2590.953125
	Iteration 30Q: 3 clusters Score -703859.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -703860.625000 Penalty: 2590.953125
	Iteration 31Q: 3 clusters Score -703860.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -703860.687500 Penalty: 2590.953125
	Iteration 32Q: 3 clusters Score -703860.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -703860.687500 Penalty: 2590.953125
	Iteration 33F: 3 clusters Score -703860.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (41088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41088 members 
Entering Unmasked Estep 
Score: -5053965.000000 Penalty: 1580.772583
	Iteration 0F: 2 clusters Score -5053965 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
Score: -5027220.000000 Penalty: 3161.545166
	Iteration 0F: 3 clusters Score -5027220 nChanged 18947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20604 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -5037847.000000 Penalty: 3161.545166
	Iteration 1F: 3 clusters Score -5037847 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20513 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -5038491.000000 Penalty: 3161.545166
	Iteration 2Q: 3 clusters Score -5038491 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -5039100.000000 Penalty: 3161.545166
	Iteration 3Q: 3 clusters Score -5039100 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -5039664.500000 Penalty: 3161.545166
	Iteration 4Q: 3 clusters Score -5039664 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 21146 members 
Entering Unmasked Estep 
Score: -5040355.000000 Penalty: 3161.545166
	Iteration 5Q: 3 clusters Score -5040355 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 21533 members 
Entering Unmasked Estep 
Score: -5041201.000000 Penalty: 3161.545166
	Iteration 6Q: 3 clusters Score -5041201 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 22054 members 
Entering Unmasked Estep 
Score: -5042104.500000 Penalty: 3161.545166
	Iteration 7Q: 3 clusters Score -5042104 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -5043118.500000 Penalty: 3161.545166
	Iteration 8Q: 3 clusters Score -5043118 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 23346 members 
Entering Unmasked Estep 
Score: -5044341.000000 Penalty: 3161.545166
	Iteration 9Q: 3 clusters Score -5044341 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -5045684.500000 Penalty: 3161.545166
	Iteration 10F: 3 clusters Score -5045684 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 24577 members 
Entering Unmasked Estep 
Score: -5046825.500000 Penalty: 3161.545166
	Iteration 11Q: 3 clusters Score -5046826 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 25122 members 
Entering Unmasked Estep 
Score: -5047604.000000 Penalty: 3161.545166
	Iteration 12Q: 3 clusters Score -5047604 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 25624 members 
Entering Unmasked Estep 
Score: -5048026.500000 Penalty: 3161.545166
	Iteration 13Q: 3 clusters Score -5048026 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 26112 members 
Entering Unmasked Estep 
Score: -5048273.000000 Penalty: 3161.545166
	Iteration 14Q: 3 clusters Score -5048273 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 26577 members 
Entering Unmasked Estep 
Score: -5048459.000000 Penalty: 3161.545166
	Iteration 15Q: 3 clusters Score -5048459 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 27068 members 
Entering Unmasked Estep 
Score: -5048632.000000 Penalty: 3161.545166
	Iteration 16Q: 3 clusters Score -5048632 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 27557 members 
Entering Unmasked Estep 
Score: -5048817.000000 Penalty: 3161.545166
	Iteration 17Q: 3 clusters Score -5048817 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 28069 members 
Entering Unmasked Estep 
Score: -5049022.000000 Penalty: 3161.545166
	Iteration 18Q: 3 clusters Score -5049022 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 28603 members 
Entering Unmasked Estep 
Score: -5049211.500000 Penalty: 3161.545166
	Iteration 19Q: 3 clusters Score -5049212 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 29169 members 
Entering Unmasked Estep 
Score: -5049442.500000 Penalty: 3161.545166
	Iteration 20F: 3 clusters Score -5049442 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 29739 members 
Entering Unmasked Estep 
Score: -5049704.000000 Penalty: 3161.545166
	Iteration 21Q: 3 clusters Score -5049704 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 30269 members 
Entering Unmasked Estep 
Score: -5049916.000000 Penalty: 3161.545166
	Iteration 22Q: 3 clusters Score -5049916 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 30779 members 
Entering Unmasked Estep 
Score: -5050099.500000 Penalty: 3161.545166
	Iteration 23Q: 3 clusters Score -5050100 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 31228 members 
Entering Unmasked Estep 
Score: -5050294.000000 Penalty: 3161.545166
	Iteration 24Q: 3 clusters Score -5050294 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 31707 members 
Entering Unmasked Estep 
Score: -5050469.500000 Penalty: 3161.545166
	Iteration 25Q: 3 clusters Score -5050470 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 32152 members 
Entering Unmasked Estep 
Score: -5050638.000000 Penalty: 3161.545166
	Iteration 26Q: 3 clusters Score -5050638 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 32585 members 
Entering Unmasked Estep 
Score: -5050820.000000 Penalty: 3161.545166
	Iteration 27Q: 3 clusters Score -5050820 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 32985 members 
Entering Unmasked Estep 
Score: -5050946.000000 Penalty: 3161.545166
	Iteration 28Q: 3 clusters Score -5050946 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 33369 members 
Entering Unmasked Estep 
Score: -5051070.500000 Penalty: 3161.545166
	Iteration 29Q: 3 clusters Score -5051070 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 33732 members 
Entering Unmasked Estep 
Score: -5051184.500000 Penalty: 3161.545166
	Iteration 30Q: 3 clusters Score -5051184 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 34053 members 
Entering Unmasked Estep 
Score: -5051285.000000 Penalty: 3161.545166
	Iteration 31Q: 3 clusters Score -5051285 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 34353 members 
Entering Unmasked Estep 
Score: -5051381.500000 Penalty: 3161.545166
	Iteration 32Q: 3 clusters Score -5051382 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 34609 members 
Entering Unmasked Estep 
Score: -5051462.500000 Penalty: 3161.545166
	Iteration 33Q: 3 clusters Score -5051462 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 34830 members 
Entering Unmasked Estep 
Score: -5051524.000000 Penalty: 3161.545166
	Iteration 34Q: 3 clusters Score -5051524 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 35038 members 
Entering Unmasked Estep 
Score: -5051593.000000 Penalty: 3161.545166
	Iteration 35Q: 3 clusters Score -5051593 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 35229 members 
Entering Unmasked Estep 
Score: -5051638.500000 Penalty: 3161.545166
	Iteration 36Q: 3 clusters Score -5051638 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 35435 members 
Entering Unmasked Estep 
Score: -5051724.500000 Penalty: 3161.545166
	Iteration 37Q: 3 clusters Score -5051724 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 35643 members 
Entering Unmasked Estep 
Score: -5051776.500000 Penalty: 3161.545166
	Iteration 38Q: 3 clusters Score -5051776 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 35849 members 
Entering Unmasked Estep 
Score: -5051839.000000 Penalty: 3161.545166
	Iteration 39Q: 3 clusters Score -5051839 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 36052 members 
Entering Unmasked Estep 
Score: -5051896.500000 Penalty: 3161.545166
	Iteration 40F: 3 clusters Score -5051896 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 36253 members 
Entering Unmasked Estep 
Score: -5051971.000000 Penalty: 3161.545166
	Iteration 41Q: 3 clusters Score -5051971 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 36448 members 
Entering Unmasked Estep 
Score: -5052043.000000 Penalty: 3161.545166
	Iteration 42Q: 3 clusters Score -5052043 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 36641 members 
Entering Unmasked Estep 
Score: -5052090.000000 Penalty: 3161.545166
	Iteration 43Q: 3 clusters Score -5052090 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 36822 members 
Entering Unmasked Estep 
Score: -5052135.000000 Penalty: 3161.545166
	Iteration 44Q: 3 clusters Score -5052135 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 37018 members 
Entering Unmasked Estep 
Score: -5052183.500000 Penalty: 3161.545166
	Iteration 45Q: 3 clusters Score -5052184 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 37201 members 
Entering Unmasked Estep 
Score: -5052258.500000 Penalty: 3161.545166
	Iteration 46Q: 3 clusters Score -5052258 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 37367 members 
Entering Unmasked Estep 
Score: -5052307.000000 Penalty: 3161.545166
	Iteration 47Q: 3 clusters Score -5052307 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 37529 members 
Entering Unmasked Estep 
Score: -5052356.000000 Penalty: 3161.545166
	Iteration 48Q: 3 clusters Score -5052356 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 37678 members 
Entering Unmasked Estep 
Score: -5052397.500000 Penalty: 3161.545166
	Iteration 49Q: 3 clusters Score -5052398 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 37808 members 
Entering Unmasked Estep 
Score: -5052445.000000 Penalty: 3161.545166
	Iteration 50Q: 3 clusters Score -5052445 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 37926 members 
Entering Unmasked Estep 
Score: -5052474.000000 Penalty: 3161.545166
	Iteration 51Q: 3 clusters Score -5052474 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 38035 members 
Entering Unmasked Estep 
Score: -5052501.500000 Penalty: 3161.545166
	Iteration 52Q: 3 clusters Score -5052502 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 38134 members 
Entering Unmasked Estep 
Score: -5052545.500000 Penalty: 3161.545166
	Iteration 53Q: 3 clusters Score -5052546 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 38234 members 
Entering Unmasked Estep 
Score: -5052585.000000 Penalty: 3161.545166
	Iteration 54Q: 3 clusters Score -5052585 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 38335 members 
Entering Unmasked Estep 
Score: -5052627.000000 Penalty: 3161.545166
	Iteration 55Q: 3 clusters Score -5052627 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 38429 members 
Entering Unmasked Estep 
Score: -5052656.000000 Penalty: 3161.545166
	Iteration 56Q: 3 clusters Score -5052656 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 38520 members 
Entering Unmasked Estep 
Score: -5052674.000000 Penalty: 3161.545166
	Iteration 57Q: 3 clusters Score -5052674 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 38619 members 
Entering Unmasked Estep 
Score: -5052692.000000 Penalty: 3161.545166
	Iteration 58Q: 3 clusters Score -5052692 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 38709 members 
Entering Unmasked Estep 
Score: -5052721.000000 Penalty: 3161.545166
	Iteration 59Q: 3 clusters Score -5052721 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 38789 members 
Entering Unmasked Estep 
Score: -5052733.000000 Penalty: 3161.545166
	Iteration 60F: 3 clusters Score -5052733 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 38854 members 
Entering Unmasked Estep 
Score: -5052768.000000 Penalty: 3161.545166
	Iteration 61Q: 3 clusters Score -5052768 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 38921 members 
Entering Unmasked Estep 
Score: -5052785.500000 Penalty: 3161.545166
	Iteration 62Q: 3 clusters Score -5052786 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 38984 members 
Entering Unmasked Estep 
Score: -5052803.500000 Penalty: 3161.545166
	Iteration 63Q: 3 clusters Score -5052804 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 39038 members 
Entering Unmasked Estep 
Score: -5052818.000000 Penalty: 3161.545166
	Iteration 64Q: 3 clusters Score -5052818 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 39088 members 
Entering Unmasked Estep 
Score: -5052824.500000 Penalty: 3161.545166
	Iteration 65Q: 3 clusters Score -5052824 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 39129 members 
Entering Unmasked Estep 
Score: -5052842.000000 Penalty: 3161.545166
	Iteration 66Q: 3 clusters Score -5052842 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 39162 members 
Entering Unmasked Estep 
Score: -5052845.500000 Penalty: 3161.545166
	Iteration 67Q: 3 clusters Score -5052846 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 39186 members 
Entering Unmasked Estep 
Score: -5052851.500000 Penalty: 3161.545166
	Iteration 68Q: 3 clusters Score -5052852 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 39205 members 
Entering Unmasked Estep 
Score: -5052858.000000 Penalty: 3161.545166
	Iteration 69Q: 3 clusters Score -5052858 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 39226 members 
Entering Unmasked Estep 
Score: -5052870.000000 Penalty: 3161.545166
	Iteration 70Q: 3 clusters Score -5052870 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 39246 members 
Entering Unmasked Estep 
Score: -5052865.000000 Penalty: 3161.545166
	Iteration 71Q: 3 clusters Score -5052865 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 39264 members 
Entering Unmasked Estep 
Score: -5052870.500000 Penalty: 3161.545166
	Iteration 72Q: 3 clusters Score -5052870 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 39278 members 
Entering Unmasked Estep 
Score: -5052878.500000 Penalty: 3161.545166
	Iteration 73Q: 3 clusters Score -5052878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 39295 members 
Entering Unmasked Estep 
Score: -5052879.500000 Penalty: 3161.545166
	Iteration 74Q: 3 clusters Score -5052880 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 39313 members 
Entering Unmasked Estep 
Score: -5052884.500000 Penalty: 3161.545166
	Iteration 75Q: 3 clusters Score -5052884 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 39323 members 
Entering Unmasked Estep 
Score: -5052891.500000 Penalty: 3161.545166
	Iteration 76Q: 3 clusters Score -5052892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 39335 members 
Entering Unmasked Estep 
Score: -5052888.000000 Penalty: 3161.545166
	Iteration 77Q: 3 clusters Score -5052888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 39347 members 
Entering Unmasked Estep 
Score: -5052895.000000 Penalty: 3161.545166
	Iteration 78Q: 3 clusters Score -5052895 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 39357 members 
Entering Unmasked Estep 
Score: -5052894.500000 Penalty: 3161.545166
	Iteration 79Q: 3 clusters Score -5052894 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 39369 members 
Entering Unmasked Estep 
Score: -5052897.000000 Penalty: 3161.545166
	Iteration 80F: 3 clusters Score -5052897 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 39382 members 
Entering Unmasked Estep 
Score: -5052899.000000 Penalty: 3161.545166
	Iteration 81Q: 3 clusters Score -5052899 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 39397 members 
Entering Unmasked Estep 
Score: -5052908.000000 Penalty: 3161.545166
	Iteration 82Q: 3 clusters Score -5052908 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 39413 members 
Entering Unmasked Estep 
Score: -5052912.500000 Penalty: 3161.545166
	Iteration 83Q: 3 clusters Score -5052912 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 39433 members 
Entering Unmasked Estep 
Score: -5052925.500000 Penalty: 3161.545166
	Iteration 84Q: 3 clusters Score -5052926 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 39451 members 
Entering Unmasked Estep 
Score: -5052918.500000 Penalty: 3161.545166
	Iteration 85Q: 3 clusters Score -5052918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 39464 members 
Entering Unmasked Estep 
Score: -5052924.000000 Penalty: 3161.545166
	Iteration 86Q: 3 clusters Score -5052924 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 39480 members 
Entering Unmasked Estep 
Score: -5052929.500000 Penalty: 3161.545166
	Iteration 87Q: 3 clusters Score -5052930 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 39498 members 
Entering Unmasked Estep 
Score: -5052928.000000 Penalty: 3161.545166
	Iteration 88Q: 3 clusters Score -5052928 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 39506 members 
Entering Unmasked Estep 
Score: -5052943.500000 Penalty: 3161.545166
	Iteration 89Q: 3 clusters Score -5052944 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 39524 members 
Entering Unmasked Estep 
Score: -5052946.500000 Penalty: 3161.545166
	Iteration 90Q: 3 clusters Score -5052946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 39537 members 
Entering Unmasked Estep 
Score: -5052943.000000 Penalty: 3161.545166
	Iteration 91Q: 3 clusters Score -5052943 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 39552 members 
Entering Unmasked Estep 
Score: -5052959.000000 Penalty: 3161.545166
	Iteration 92Q: 3 clusters Score -5052959 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 39570 members 
Entering Unmasked Estep 
Score: -5052958.000000 Penalty: 3161.545166
	Iteration 93Q: 3 clusters Score -5052958 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 39585 members 
Entering Unmasked Estep 
Score: -5052957.000000 Penalty: 3161.545166
	Iteration 94Q: 3 clusters Score -5052957 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 39594 members 
Entering Unmasked Estep 
Score: -5052965.500000 Penalty: 3161.545166
	Iteration 95Q: 3 clusters Score -5052966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 39598 members 
Entering Unmasked Estep 
Score: -5052968.000000 Penalty: 3161.545166
	Iteration 96Q: 3 clusters Score -5052968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 39605 members 
Entering Unmasked Estep 
Score: -5052971.000000 Penalty: 3161.545166
	Iteration 97Q: 3 clusters Score -5052971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 39611 members 
Entering Unmasked Estep 
Score: -5052976.000000 Penalty: 3161.545166
	Iteration 98Q: 3 clusters Score -5052976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 39612 members 
Entering Unmasked Estep 
Score: -5052976.500000 Penalty: 3161.545166
	Iteration 99Q: 3 clusters Score -5052976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 39614 members 
Entering Unmasked Estep 
Score: -5052971.500000 Penalty: 3161.545166
	Iteration 100F: 3 clusters Score -5052972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 39616 members 
Entering Unmasked Estep 
Score: -5052974.000000 Penalty: 3161.545166
	Iteration 101Q: 3 clusters Score -5052974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 39619 members 
Entering Unmasked Estep 
Score: -5052975.000000 Penalty: 3161.545166
	Iteration 102Q: 3 clusters Score -5052975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 39625 members 
Entering Unmasked Estep 
Score: -5052976.000000 Penalty: 3161.545166
	Iteration 103Q: 3 clusters Score -5052976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 39630 members 
Entering Unmasked Estep 
Score: -5052977.500000 Penalty: 3161.545166
	Iteration 104Q: 3 clusters Score -5052978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 39633 members 
Entering Unmasked Estep 
Score: -5052982.000000 Penalty: 3161.545166
	Iteration 105Q: 3 clusters Score -5052982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 39636 members 
Entering Unmasked Estep 
Score: -5052975.000000 Penalty: 3161.545166
	Iteration 106Q: 3 clusters Score -5052975 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 39636 members 
Entering Unmasked Estep 
Score: -5052975.000000 Penalty: 3161.545166
	Iteration 107F: 3 clusters Score -5052975 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (22498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Entering Unmasked Estep 
Score: -2844907.500000 Penalty: 1491.151978
	Iteration 0F: 2 clusters Score -2844908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -2830141.000000 Penalty: 2982.303955
	Iteration 0F: 3 clusters Score -2830141 nChanged 9986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -2835803.000000 Penalty: 2982.303955
	Iteration 1F: 3 clusters Score -2835803 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -2836494.250000 Penalty: 2982.303955
	Iteration 2F: 3 clusters Score -2836494 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -2837341.250000 Penalty: 2982.303955
	Iteration 3F: 3 clusters Score -2837341 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -2838249.000000 Penalty: 2982.303955
	Iteration 4F: 3 clusters Score -2838249 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -2839153.500000 Penalty: 2982.303955
	Iteration 5F: 3 clusters Score -2839154 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -2839966.500000 Penalty: 2982.303955
	Iteration 6F: 3 clusters Score -2839966 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -2840601.500000 Penalty: 2982.303955
	Iteration 7F: 3 clusters Score -2840602 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -2841043.750000 Penalty: 2982.303955
	Iteration 8Q: 3 clusters Score -2841044 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -2841439.250000 Penalty: 2982.303955
	Iteration 9Q: 3 clusters Score -2841439 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -2841820.500000 Penalty: 2982.303955
	Iteration 10Q: 3 clusters Score -2841820 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -2842135.500000 Penalty: 2982.303955
	Iteration 11Q: 3 clusters Score -2842136 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -2842424.750000 Penalty: 2982.303955
	Iteration 12Q: 3 clusters Score -2842425 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -2842707.750000 Penalty: 2982.303955
	Iteration 13Q: 3 clusters Score -2842708 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -2842951.250000 Penalty: 2982.303955
	Iteration 14Q: 3 clusters Score -2842951 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -2843137.750000 Penalty: 2982.303955
	Iteration 15Q: 3 clusters Score -2843138 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -2843271.500000 Penalty: 2982.303955
	Iteration 16Q: 3 clusters Score -2843272 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -2843408.250000 Penalty: 2982.303955
	Iteration 17Q: 3 clusters Score -2843408 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -2843512.500000 Penalty: 2982.303955
	Iteration 18Q: 3 clusters Score -2843512 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -2843605.500000 Penalty: 2982.303955
	Iteration 19Q: 3 clusters Score -2843606 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -2843678.750000 Penalty: 2982.303955
	Iteration 20F: 3 clusters Score -2843679 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -2843745.750000 Penalty: 2982.303955
	Iteration 21Q: 3 clusters Score -2843746 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 19804 members 
Entering Unmasked Estep 
Score: -2843789.750000 Penalty: 2982.303955
	Iteration 22Q: 3 clusters Score -2843790 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -2843852.500000 Penalty: 2982.303955
	Iteration 23Q: 3 clusters Score -2843852 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -2843901.000000 Penalty: 2982.303955
	Iteration 24Q: 3 clusters Score -2843901 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 20159 members 
Entering Unmasked Estep 
Score: -2843928.000000 Penalty: 2982.303955
	Iteration 25Q: 3 clusters Score -2843928 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -2843954.000000 Penalty: 2982.303955
	Iteration 26Q: 3 clusters Score -2843954 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -2843977.750000 Penalty: 2982.303955
	Iteration 27Q: 3 clusters Score -2843978 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 20373 members 
Entering Unmasked Estep 
Score: -2843995.750000 Penalty: 2982.303955
	Iteration 28Q: 3 clusters Score -2843996 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 20418 members 
Entering Unmasked Estep 
Score: -2844003.500000 Penalty: 2982.303955
	Iteration 29Q: 3 clusters Score -2844004 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -2844020.750000 Penalty: 2982.303955
	Iteration 30Q: 3 clusters Score -2844021 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -2844029.750000 Penalty: 2982.303955
	Iteration 31Q: 3 clusters Score -2844030 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -2844032.500000 Penalty: 2982.303955
	Iteration 32Q: 3 clusters Score -2844032 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -2844054.750000 Penalty: 2982.303955
	Iteration 33Q: 3 clusters Score -2844055 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
Score: -2844062.750000 Penalty: 2982.303955
	Iteration 34Q: 3 clusters Score -2844063 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -2844061.750000 Penalty: 2982.303955
	Iteration 35Q: 3 clusters Score -2844062 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -2844071.250000 Penalty: 2982.303955
	Iteration 36Q: 3 clusters Score -2844071 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 20691 members 
Entering Unmasked Estep 
Score: -2844082.750000 Penalty: 2982.303955
	Iteration 37Q: 3 clusters Score -2844083 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 20714 members 
Entering Unmasked Estep 
Score: -2844076.250000 Penalty: 2982.303955
	Iteration 38Q: 3 clusters Score -2844076 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
Score: -2844089.750000 Penalty: 2982.303955
	Iteration 39Q: 3 clusters Score -2844090 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -2844095.250000 Penalty: 2982.303955
	Iteration 40F: 3 clusters Score -2844095 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
Score: -2844104.000000 Penalty: 2982.303955
	Iteration 41Q: 3 clusters Score -2844104 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 20779 members 
Entering Unmasked Estep 
Score: -2844108.000000 Penalty: 2982.303955
	Iteration 42Q: 3 clusters Score -2844108 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -2844103.750000 Penalty: 2982.303955
	Iteration 43Q: 3 clusters Score -2844104 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -2844111.250000 Penalty: 2982.303955
	Iteration 44Q: 3 clusters Score -2844111 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 20837 members 
Entering Unmasked Estep 
Score: -2844115.500000 Penalty: 2982.303955
	Iteration 45Q: 3 clusters Score -2844116 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 20851 members 
Entering Unmasked Estep 
Score: -2844116.250000 Penalty: 2982.303955
	Iteration 46Q: 3 clusters Score -2844116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -2844119.250000 Penalty: 2982.303955
	Iteration 47Q: 3 clusters Score -2844119 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 20869 members 
Entering Unmasked Estep 
Score: -2844118.500000 Penalty: 2982.303955
	Iteration 48Q: 3 clusters Score -2844118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
Score: -2844122.250000 Penalty: 2982.303955
	Iteration 49Q: 3 clusters Score -2844122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 20885 members 
Entering Unmasked Estep 
Score: -2844124.000000 Penalty: 2982.303955
	Iteration 50Q: 3 clusters Score -2844124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -2844127.250000 Penalty: 2982.303955
	Iteration 51Q: 3 clusters Score -2844127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -2844126.500000 Penalty: 2982.303955
	Iteration 52Q: 3 clusters Score -2844126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -2844132.500000 Penalty: 2982.303955
	Iteration 53Q: 3 clusters Score -2844132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -2844131.500000 Penalty: 2982.303955
	Iteration 54Q: 3 clusters Score -2844132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -2844129.500000 Penalty: 2982.303955
	Iteration 55Q: 3 clusters Score -2844130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 20918 members 
Entering Unmasked Estep 
Score: -2844129.250000 Penalty: 2982.303955
	Iteration 56Q: 3 clusters Score -2844129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -2844133.000000 Penalty: 2982.303955
	Iteration 57Q: 3 clusters Score -2844133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -2844133.000000 Penalty: 2982.303955
	Iteration 58F: 3 clusters Score -2844133 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Entering Unmasked Estep 
Score: -618433.000000 Penalty: 1272.735840
	Iteration 0F: 2 clusters Score -618433 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -614713.500000 Penalty: 2545.471680
	Iteration 0F: 3 clusters Score -614713.5 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -615835.875000 Penalty: 2545.471680
	Iteration 1F: 3 clusters Score -615835.9 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -616097.937500 Penalty: 2545.471680
	Iteration 2F: 3 clusters Score -616097.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -616243.625000 Penalty: 2545.471680
	Iteration 3Q: 3 clusters Score -616243.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -616355.625000 Penalty: 2545.471680
	Iteration 4Q: 3 clusters Score -616355.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -616435.250000 Penalty: 2545.471680
	Iteration 5Q: 3 clusters Score -616435.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -616486.812500 Penalty: 2545.471680
	Iteration 6Q: 3 clusters Score -616486.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -616541.375000 Penalty: 2545.471680
	Iteration 7Q: 3 clusters Score -616541.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -616592.187500 Penalty: 2545.471680
	Iteration 8Q: 3 clusters Score -616592.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -616644.750000 Penalty: 2545.471680
	Iteration 9Q: 3 clusters Score -616644.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -616700.500000 Penalty: 2545.471680
	Iteration 10Q: 3 clusters Score -616700.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -616757.875000 Penalty: 2545.471680
	Iteration 11Q: 3 clusters Score -616757.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -616812.000000 Penalty: 2545.471680
	Iteration 12Q: 3 clusters Score -616812 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -616865.937500 Penalty: 2545.471680
	Iteration 13Q: 3 clusters Score -616865.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -616926.562500 Penalty: 2545.471680
	Iteration 14Q: 3 clusters Score -616926.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -616980.250000 Penalty: 2545.471680
	Iteration 15Q: 3 clusters Score -616980.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -617032.125000 Penalty: 2545.471680
	Iteration 16Q: 3 clusters Score -617032.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -617085.500000 Penalty: 2545.471680
	Iteration 17Q: 3 clusters Score -617085.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -617138.500000 Penalty: 2545.471680
	Iteration 18Q: 3 clusters Score -617138.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -617201.375000 Penalty: 2545.471680
	Iteration 19Q: 3 clusters Score -617201.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -617257.375000 Penalty: 2545.471680
	Iteration 20F: 3 clusters Score -617257.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -617316.250000 Penalty: 2545.471680
	Iteration 21Q: 3 clusters Score -617316.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -617371.625000 Penalty: 2545.471680
	Iteration 22Q: 3 clusters Score -617371.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -617427.687500 Penalty: 2545.471680
	Iteration 23Q: 3 clusters Score -617427.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -617467.125000 Penalty: 2545.471680
	Iteration 24Q: 3 clusters Score -617467.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -617491.687500 Penalty: 2545.471680
	Iteration 25Q: 3 clusters Score -617491.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -617508.937500 Penalty: 2545.471680
	Iteration 26Q: 3 clusters Score -617508.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -617522.000000 Penalty: 2545.471680
	Iteration 27Q: 3 clusters Score -617522 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -617537.875000 Penalty: 2545.471680
	Iteration 28Q: 3 clusters Score -617537.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -617553.375000 Penalty: 2545.471680
	Iteration 29Q: 3 clusters Score -617553.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -617565.812500 Penalty: 2545.471680
	Iteration 30Q: 3 clusters Score -617565.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -617584.187500 Penalty: 2545.471680
	Iteration 31Q: 3 clusters Score -617584.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -617599.312500 Penalty: 2545.471680
	Iteration 32Q: 3 clusters Score -617599.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -617613.062500 Penalty: 2545.471680
	Iteration 33Q: 3 clusters Score -617613.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -617621.000000 Penalty: 2545.471680
	Iteration 34Q: 3 clusters Score -617621 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -617629.750000 Penalty: 2545.471680
	Iteration 35Q: 3 clusters Score -617629.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -617637.625000 Penalty: 2545.471680
	Iteration 36Q: 3 clusters Score -617637.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -617646.375000 Penalty: 2545.471680
	Iteration 37Q: 3 clusters Score -617646.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -617657.125000 Penalty: 2545.471680
	Iteration 38Q: 3 clusters Score -617657.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -617665.375000 Penalty: 2545.471680
	Iteration 39Q: 3 clusters Score -617665.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -617677.875000 Penalty: 2545.471680
	Iteration 40F: 3 clusters Score -617677.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -617692.000000 Penalty: 2545.471680
	Iteration 41Q: 3 clusters Score -617692 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -617698.500000 Penalty: 2545.471680
	Iteration 42Q: 3 clusters Score -617698.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -617708.687500 Penalty: 2545.471680
	Iteration 43Q: 3 clusters Score -617708.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -617717.062500 Penalty: 2545.471680
	Iteration 44Q: 3 clusters Score -617717.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -617724.687500 Penalty: 2545.471680
	Iteration 45Q: 3 clusters Score -617724.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -617730.125000 Penalty: 2545.471680
	Iteration 46Q: 3 clusters Score -617730.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -617735.937500 Penalty: 2545.471680
	Iteration 47Q: 3 clusters Score -617735.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -617744.437500 Penalty: 2545.471680
	Iteration 48Q: 3 clusters Score -617744.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -617747.750000 Penalty: 2545.471680
	Iteration 49Q: 3 clusters Score -617747.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -617756.062500 Penalty: 2545.471680
	Iteration 50Q: 3 clusters Score -617756.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -617767.250000 Penalty: 2545.471680
	Iteration 51Q: 3 clusters Score -617767.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -617775.437500 Penalty: 2545.471680
	Iteration 52Q: 3 clusters Score -617775.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -617784.812500 Penalty: 2545.471680
	Iteration 53Q: 3 clusters Score -617784.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -617789.437500 Penalty: 2545.471680
	Iteration 54Q: 3 clusters Score -617789.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -617796.437500 Penalty: 2545.471680
	Iteration 55Q: 3 clusters Score -617796.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -617798.937500 Penalty: 2545.471680
	Iteration 56Q: 3 clusters Score -617798.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -617801.437500 Penalty: 2545.471680
	Iteration 57Q: 3 clusters Score -617801.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -617801.687500 Penalty: 2545.471680
	Iteration 58Q: 3 clusters Score -617801.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -617802.500000 Penalty: 2545.471680
	Iteration 59Q: 3 clusters Score -617802.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -617802.500000 Penalty: 2545.471680
	Iteration 60F: 3 clusters Score -617802.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -617803.562500 Penalty: 2545.471680
	Iteration 61Q: 3 clusters Score -617803.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -617804.312500 Penalty: 2545.471680
	Iteration 62Q: 3 clusters Score -617804.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -617804.312500 Penalty: 2545.471680
	Iteration 63F: 3 clusters Score -617804.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Entering Unmasked Estep 
Score: -535028.875000 Penalty: 1254.530151
	Iteration 0F: 2 clusters Score -535028.9 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 2282 members 
Entering Unmasked Estep 
Score: -531638.125000 Penalty: 2509.060303
	Iteration 0F: 3 clusters Score -531638.1 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -532674.062500 Penalty: 2509.060303
	Iteration 1F: 3 clusters Score -532674.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -532917.000000 Penalty: 2509.060303
	Iteration 2F: 3 clusters Score -532917 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -533091.937500 Penalty: 2509.060303
	Iteration 3F: 3 clusters Score -533091.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -533225.250000 Penalty: 2509.060303
	Iteration 4Q: 3 clusters Score -533225.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -533327.750000 Penalty: 2509.060303
	Iteration 5Q: 3 clusters Score -533327.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -533402.625000 Penalty: 2509.060303
	Iteration 6Q: 3 clusters Score -533402.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -533453.375000 Penalty: 2509.060303
	Iteration 7Q: 3 clusters Score -533453.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -533492.500000 Penalty: 2509.060303
	Iteration 8Q: 3 clusters Score -533492.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -533516.187500 Penalty: 2509.060303
	Iteration 9Q: 3 clusters Score -533516.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -533544.312500 Penalty: 2509.060303
	Iteration 10Q: 3 clusters Score -533544.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -533566.812500 Penalty: 2509.060303
	Iteration 11Q: 3 clusters Score -533566.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -533589.562500 Penalty: 2509.060303
	Iteration 12Q: 3 clusters Score -533589.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -533613.375000 Penalty: 2509.060303
	Iteration 13Q: 3 clusters Score -533613.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -533637.062500 Penalty: 2509.060303
	Iteration 14Q: 3 clusters Score -533637.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -533668.750000 Penalty: 2509.060303
	Iteration 15Q: 3 clusters Score -533668.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -533695.562500 Penalty: 2509.060303
	Iteration 16Q: 3 clusters Score -533695.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -533731.687500 Penalty: 2509.060303
	Iteration 17Q: 3 clusters Score -533731.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -533776.687500 Penalty: 2509.060303
	Iteration 18Q: 3 clusters Score -533776.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -533836.812500 Penalty: 2509.060303
	Iteration 19Q: 3 clusters Score -533836.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -533929.062500 Penalty: 2509.060303
	Iteration 20F: 3 clusters Score -533929.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -534029.125000 Penalty: 2509.060303
	Iteration 21Q: 3 clusters Score -534029.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -534117.562500 Penalty: 2509.060303
	Iteration 22Q: 3 clusters Score -534117.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -534197.625000 Penalty: 2509.060303
	Iteration 23Q: 3 clusters Score -534197.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -534263.375000 Penalty: 2509.060303
	Iteration 24Q: 3 clusters Score -534263.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -534305.000000 Penalty: 2509.060303
	Iteration 25Q: 3 clusters Score -534305 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -534332.687500 Penalty: 2509.060303
	Iteration 26Q: 3 clusters Score -534332.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -534346.000000 Penalty: 2509.060303
	Iteration 27Q: 3 clusters Score -534346 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -534361.125000 Penalty: 2509.060303
	Iteration 28Q: 3 clusters Score -534361.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -534369.500000 Penalty: 2509.060303
	Iteration 29Q: 3 clusters Score -534369.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -534373.750000 Penalty: 2509.060303
	Iteration 30Q: 3 clusters Score -534373.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -534376.812500 Penalty: 2509.060303
	Iteration 31Q: 3 clusters Score -534376.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -534381.250000 Penalty: 2509.060303
	Iteration 32Q: 3 clusters Score -534381.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -534383.812500 Penalty: 2509.060303
	Iteration 33Q: 3 clusters Score -534383.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -534384.875000 Penalty: 2509.060303
	Iteration 34Q: 3 clusters Score -534384.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -534386.812500 Penalty: 2509.060303
	Iteration 35Q: 3 clusters Score -534386.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -534387.750000 Penalty: 2509.060303
	Iteration 36Q: 3 clusters Score -534387.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -534389.187500 Penalty: 2509.060303
	Iteration 37Q: 3 clusters Score -534389.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -534390.125000 Penalty: 2509.060303
	Iteration 38Q: 3 clusters Score -534390.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -534390.437500 Penalty: 2509.060303
	Iteration 39Q: 3 clusters Score -534390.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -534390.250000 Penalty: 2509.060303
	Iteration 40F: 3 clusters Score -534390.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -534391.000000 Penalty: 2509.060303
	Iteration 41Q: 3 clusters Score -534391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -534392.187500 Penalty: 2509.060303
	Iteration 42Q: 3 clusters Score -534392.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -534391.312500 Penalty: 2509.060303
	Iteration 43Q: 3 clusters Score -534391.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -534392.562500 Penalty: 2509.060303
	Iteration 44Q: 3 clusters Score -534392.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -534392.562500 Penalty: 2509.060303
	Iteration 45F: 3 clusters Score -534392.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Entering Unmasked Estep 
Score: -60176.351562 Penalty: 964.458679
	Iteration 0F: 2 clusters Score -60176.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -59178.046875 Penalty: 1928.917358
	Iteration 0F: 3 clusters Score -59178.05 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -59466.179688 Penalty: 1928.917358
	Iteration 1F: 3 clusters Score -59466.18 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -59610.152344 Penalty: 1928.917358
	Iteration 2F: 3 clusters Score -59610.15 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -59711.292969 Penalty: 1928.917358
	Iteration 3Q: 3 clusters Score -59711.29 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -59777.339844 Penalty: 1928.917358
	Iteration 4Q: 3 clusters Score -59777.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -59822.117188 Penalty: 1928.917358
	Iteration 5Q: 3 clusters Score -59822.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -59862.136719 Penalty: 1928.917358
	Iteration 6Q: 3 clusters Score -59862.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -59905.113281 Penalty: 1928.917358
	Iteration 7Q: 3 clusters Score -59905.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -59942.859375 Penalty: 1928.917358
	Iteration 8Q: 3 clusters Score -59942.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -59982.437500 Penalty: 1928.917358
	Iteration 9Q: 3 clusters Score -59982.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -60015.832031 Penalty: 1928.917358
	Iteration 10Q: 3 clusters Score -60015.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -60029.546875 Penalty: 1928.917358
	Iteration 11Q: 3 clusters Score -60029.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -60051.105469 Penalty: 1928.917358
	Iteration 12Q: 3 clusters Score -60051.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -60072.156250 Penalty: 1928.917358
	Iteration 13Q: 3 clusters Score -60072.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -60073.519531 Penalty: 1928.917358
	Iteration 14Q: 3 clusters Score -60073.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -60073.519531 Penalty: 1928.917358
	Iteration 15F: 3 clusters Score -60073.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (10954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Entering Unmasked Estep 
Score: -1332479.000000 Penalty: 1384.057373
	Iteration 0F: 2 clusters Score -1332479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1325121.250000 Penalty: 2768.114746
	Iteration 0F: 3 clusters Score -1325121 nChanged 4602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1327592.625000 Penalty: 2768.114746
	Iteration 1F: 3 clusters Score -1327593 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1327894.000000 Penalty: 2768.114746
	Iteration 2F: 3 clusters Score -1327894 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1328096.500000 Penalty: 2768.114746
	Iteration 3Q: 3 clusters Score -1328096 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1328287.500000 Penalty: 2768.114746
	Iteration 4Q: 3 clusters Score -1328288 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1328446.125000 Penalty: 2768.114746
	Iteration 5Q: 3 clusters Score -1328446 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1328600.500000 Penalty: 2768.114746
	Iteration 6Q: 3 clusters Score -1328600 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1328738.500000 Penalty: 2768.114746
	Iteration 7Q: 3 clusters Score -1328738 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1328885.625000 Penalty: 2768.114746
	Iteration 8Q: 3 clusters Score -1328886 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1329070.875000 Penalty: 2768.114746
	Iteration 9Q: 3 clusters Score -1329071 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1329271.125000 Penalty: 2768.114746
	Iteration 10Q: 3 clusters Score -1329271 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1329519.250000 Penalty: 2768.114746
	Iteration 11Q: 3 clusters Score -1329519 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1329843.000000 Penalty: 2768.114746
	Iteration 12Q: 3 clusters Score -1329843 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1330192.625000 Penalty: 2768.114746
	Iteration 13Q: 3 clusters Score -1330193 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1330518.625000 Penalty: 2768.114746
	Iteration 14Q: 3 clusters Score -1330519 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1330782.125000 Penalty: 2768.114746
	Iteration 15Q: 3 clusters Score -1330782 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1331047.625000 Penalty: 2768.114746
	Iteration 16Q: 3 clusters Score -1331048 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1331320.000000 Penalty: 2768.114746
	Iteration 17Q: 3 clusters Score -1331320 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1331561.000000 Penalty: 2768.114746
	Iteration 18Q: 3 clusters Score -1331561 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1331740.875000 Penalty: 2768.114746
	Iteration 19Q: 3 clusters Score -1331741 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1331848.250000 Penalty: 2768.114746
	Iteration 20F: 3 clusters Score -1331848 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1331910.250000 Penalty: 2768.114746
	Iteration 21Q: 3 clusters Score -1331910 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1331949.875000 Penalty: 2768.114746
	Iteration 22Q: 3 clusters Score -1331950 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1331965.500000 Penalty: 2768.114746
	Iteration 23Q: 3 clusters Score -1331966 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1331983.250000 Penalty: 2768.114746
	Iteration 24Q: 3 clusters Score -1331983 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1331987.625000 Penalty: 2768.114746
	Iteration 25Q: 3 clusters Score -1331988 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1331995.875000 Penalty: 2768.114746
	Iteration 26Q: 3 clusters Score -1331996 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1331995.625000 Penalty: 2768.114746
	Iteration 27Q: 3 clusters Score -1331996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1331998.125000 Penalty: 2768.114746
	Iteration 28Q: 3 clusters Score -1331998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1331999.375000 Penalty: 2768.114746
	Iteration 29Q: 3 clusters Score -1331999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1332001.750000 Penalty: 2768.114746
	Iteration 30Q: 3 clusters Score -1332002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1332005.250000 Penalty: 2768.114746
	Iteration 31Q: 3 clusters Score -1332005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1332003.625000 Penalty: 2768.114746
	Iteration 32Q: 3 clusters Score -1332004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1332003.500000 Penalty: 2768.114746
	Iteration 33Q: 3 clusters Score -1332004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1332004.750000 Penalty: 2768.114746
	Iteration 34Q: 3 clusters Score -1332005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1332004.750000 Penalty: 2768.114746
	Iteration 35Q: 3 clusters Score -1332005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1332008.750000 Penalty: 2768.114746
	Iteration 36Q: 3 clusters Score -1332009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1332005.750000 Penalty: 2768.114746
	Iteration 37Q: 3 clusters Score -1332006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1332006.500000 Penalty: 2768.114746
	Iteration 38Q: 3 clusters Score -1332006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1332007.500000 Penalty: 2768.114746
	Iteration 39Q: 3 clusters Score -1332008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1332007.500000 Penalty: 2768.114746
	Iteration 40F: 3 clusters Score -1332008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Entering Unmasked Estep 
Score: -20432.458984 Penalty: 840.567383
	Iteration 0F: 2 clusters Score -20432.46 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 131 members 
Entering Unmasked Estep 
Score: -19754.375000 Penalty: 1681.134766
	Iteration 0F: 3 clusters Score -19754.38 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -19907.820312 Penalty: 1681.134766
	Iteration 1F: 3 clusters Score -19907.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -19964.150391 Penalty: 1681.134766
	Iteration 2Q: 3 clusters Score -19964.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -20010.353516 Penalty: 1681.134766
	Iteration 3Q: 3 clusters Score -20010.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -20023.337891 Penalty: 1681.134766
	Iteration 4Q: 3 clusters Score -20023.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -20023.337891 Penalty: 1681.134766
	Iteration 5F: 3 clusters Score -20023.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Entering Unmasked Estep 
Score: -132162.125000 Penalty: 1047.501465
	Iteration 0F: 2 clusters Score -132162.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -130808.757812 Penalty: 2095.002930
	Iteration 0F: 3 clusters Score -130808.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -131057.945312 Penalty: 2095.002930
	Iteration 1F: 3 clusters Score -131057.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -131122.453125 Penalty: 2095.002930
	Iteration 2F: 3 clusters Score -131122.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -131160.156250 Penalty: 2095.002930
	Iteration 3Q: 3 clusters Score -131160.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -131184.953125 Penalty: 2095.002930
	Iteration 4Q: 3 clusters Score -131185 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -131202.828125 Penalty: 2095.002930
	Iteration 5Q: 3 clusters Score -131202.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -131217.921875 Penalty: 2095.002930
	Iteration 6Q: 3 clusters Score -131217.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -131233.546875 Penalty: 2095.002930
	Iteration 7Q: 3 clusters Score -131233.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -131240.484375 Penalty: 2095.002930
	Iteration 8Q: 3 clusters Score -131240.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -131244.453125 Penalty: 2095.002930
	Iteration 9Q: 3 clusters Score -131244.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -131248.453125 Penalty: 2095.002930
	Iteration 10Q: 3 clusters Score -131248.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -131252.890625 Penalty: 2095.002930
	Iteration 11Q: 3 clusters Score -131252.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -131257.750000 Penalty: 2095.002930
	Iteration 12Q: 3 clusters Score -131257.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -131265.859375 Penalty: 2095.002930
	Iteration 13Q: 3 clusters Score -131265.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -131275.453125 Penalty: 2095.002930
	Iteration 14Q: 3 clusters Score -131275.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -131281.828125 Penalty: 2095.002930
	Iteration 15Q: 3 clusters Score -131281.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -131288.406250 Penalty: 2095.002930
	Iteration 16Q: 3 clusters Score -131288.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -131291.265625 Penalty: 2095.002930
	Iteration 17Q: 3 clusters Score -131291.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -131295.890625 Penalty: 2095.002930
	Iteration 18Q: 3 clusters Score -131295.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -131299.625000 Penalty: 2095.002930
	Iteration 19Q: 3 clusters Score -131299.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -131299.625000 Penalty: 2095.002930
	Iteration 20F: 3 clusters Score -131299.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Entering Unmasked Estep 
Score: -44557.851562 Penalty: 891.901489
	Iteration 0F: 2 clusters Score -44557.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -43759.218750 Penalty: 1783.802979
	Iteration 0F: 3 clusters Score -43759.22 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -43872.632812 Penalty: 1783.802979
	Iteration 1F: 3 clusters Score -43872.63 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -43973.800781 Penalty: 1783.802979
	Iteration 2Q: 3 clusters Score -43973.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -44004.718750 Penalty: 1783.802979
	Iteration 3Q: 3 clusters Score -44004.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -44014.503906 Penalty: 1783.802979
	Iteration 4Q: 3 clusters Score -44014.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -44030.476562 Penalty: 1783.802979
	Iteration 5Q: 3 clusters Score -44030.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -44043.910156 Penalty: 1783.802979
	Iteration 6Q: 3 clusters Score -44043.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -44055.851562 Penalty: 1783.802979
	Iteration 7Q: 3 clusters Score -44055.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -44065.531250 Penalty: 1783.802979
	Iteration 8Q: 3 clusters Score -44065.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -44065.531250 Penalty: 1783.802979
	Iteration 9F: 3 clusters Score -44065.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Entering Unmasked Estep 
Score: -9760.527344 Penalty: 753.314148
	Iteration 0F: 2 clusters Score -9760.527 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 70 members 
Entering Unmasked Estep 
Score: -9309.295898 Penalty: 1506.628296
	Iteration 0F: 3 clusters Score -9309.296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -9395.988281 Penalty: 1506.628296
	Iteration 1F: 3 clusters Score -9395.988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -9405.989258 Penalty: 1506.628296
	Iteration 2Q: 3 clusters Score -9405.989 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -9405.989258 Penalty: 1506.628296
	Iteration 3F: 3 clusters Score -9405.989 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Entering Unmasked Estep 
Score: -26646.306641 Penalty: 846.221985
	Iteration 0F: 2 clusters Score -26646.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -25936.732422 Penalty: 1692.443970
	Iteration 0F: 3 clusters Score -25936.73 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -26071.832031 Penalty: 1692.443970
	Iteration 1F: 3 clusters Score -26071.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -26098.648438 Penalty: 1692.443970
	Iteration 2Q: 3 clusters Score -26098.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -26109.316406 Penalty: 1692.443970
	Iteration 3Q: 3 clusters Score -26109.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -26113.447266 Penalty: 1692.443970
	Iteration 4Q: 3 clusters Score -26113.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -26119.664062 Penalty: 1692.443970
	Iteration 5Q: 3 clusters Score -26119.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -26119.664062 Penalty: 1692.443970
	Iteration 6F: 3 clusters Score -26119.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (35604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35604 members 
Entering Unmasked Estep 
Score: -4467366.500000 Penalty: 1559.455811
	Iteration 0F: 2 clusters Score -4467366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -4444082.000000 Penalty: 3118.911621
	Iteration 0F: 3 clusters Score -4444082 nChanged 16248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -4453063.000000 Penalty: 3118.911621
	Iteration 1F: 3 clusters Score -4453063 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -4453620.500000 Penalty: 3118.911621
	Iteration 2Q: 3 clusters Score -4453620 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -4454156.500000 Penalty: 3118.911621
	Iteration 3Q: 3 clusters Score -4454156 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -4454844.000000 Penalty: 3118.911621
	Iteration 4Q: 3 clusters Score -4454844 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 23567 members 
Entering Unmasked Estep 
Score: -4455683.000000 Penalty: 3118.911621
	Iteration 5Q: 3 clusters Score -4455683 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 25677 members 
Entering Unmasked Estep 
Score: -4457044.000000 Penalty: 3118.911621
	Iteration 6F: 3 clusters Score -4457044 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 28207 members 
Entering Unmasked Estep 
Score: -4459019.000000 Penalty: 3118.911621
	Iteration 7F: 3 clusters Score -4459019 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 30946 members 
Entering Unmasked Estep 
Score: -4461520.500000 Penalty: 3118.911621
	Iteration 8F: 3 clusters Score -4461520 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 33230 members 
Entering Unmasked Estep 
Score: -4463774.500000 Penalty: 3118.911621
	Iteration 9F: 3 clusters Score -4463774 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 34570 members 
Entering Unmasked Estep 
Score: -4465110.500000 Penalty: 3118.911621
	Iteration 10Q: 3 clusters Score -4465110 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 35115 members 
Entering Unmasked Estep 
Score: -4465677.500000 Penalty: 3118.911621
	Iteration 11Q: 3 clusters Score -4465678 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 35302 members 
Entering Unmasked Estep 
Score: -4465918.500000 Penalty: 3118.911621
	Iteration 12Q: 3 clusters Score -4465918 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 35349 members 
Entering Unmasked Estep 
Score: -4465997.500000 Penalty: 3118.911621
	Iteration 13Q: 3 clusters Score -4465998 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 35367 members 
Entering Unmasked Estep 
Score: -4466029.000000 Penalty: 3118.911621
	Iteration 14Q: 3 clusters Score -4466029 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 35377 members 
Entering Unmasked Estep 
Score: -4466051.500000 Penalty: 3118.911621
	Iteration 15Q: 3 clusters Score -4466052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 35384 members 
Entering Unmasked Estep 
Score: -4466077.000000 Penalty: 3118.911621
	Iteration 16Q: 3 clusters Score -4466077 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 35390 members 
Entering Unmasked Estep 
Score: -4466091.500000 Penalty: 3118.911621
	Iteration 17Q: 3 clusters Score -4466092 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 35392 members 
Entering Unmasked Estep 
Score: -4466107.500000 Penalty: 3118.911621
	Iteration 18Q: 3 clusters Score -4466108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 35392 members 
Entering Unmasked Estep 
Score: -4466118.000000 Penalty: 3118.911621
	Iteration 19Q: 3 clusters Score -4466118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 35394 members 
Entering Unmasked Estep 
Score: -4466120.500000 Penalty: 3118.911621
	Iteration 20F: 3 clusters Score -4466120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 35395 members 
Entering Unmasked Estep 
Score: -4466123.000000 Penalty: 3118.911621
	Iteration 21Q: 3 clusters Score -4466123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 35396 members 
Entering Unmasked Estep 
Score: -4466126.500000 Penalty: 3118.911621
	Iteration 22Q: 3 clusters Score -4466126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 35396 members 
Entering Unmasked Estep 
Score: -4466128.500000 Penalty: 3118.911621
	Iteration 23Q: 3 clusters Score -4466128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 35397 members 
Entering Unmasked Estep 
Score: -4466132.500000 Penalty: 3118.911621
	Iteration 24Q: 3 clusters Score -4466132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 35398 members 
Entering Unmasked Estep 
Score: -4466129.500000 Penalty: 3118.911621
	Iteration 25Q: 3 clusters Score -4466130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 35398 members 
Entering Unmasked Estep 
Score: -4466129.500000 Penalty: 3118.911621
	Iteration 26F: 3 clusters Score -4466130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (59799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59799 members 
Entering Unmasked Estep 
Score: -7616483.000000 Penalty: 1636.613159
	Iteration 0F: 2 clusters Score -7616483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29878 members 
Mstep: Class 2 contains 29921 members 
Entering Unmasked Estep 
Score: -7579297.000000 Penalty: 3273.226318
	Iteration 0F: 3 clusters Score -7579297 nChanged 27784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30194 members 
Mstep: Class 2 contains 29605 members 
Entering Unmasked Estep 
Score: -7595049.500000 Penalty: 3273.226318
	Iteration 1F: 3 clusters Score -7595050 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30338 members 
Mstep: Class 2 contains 29461 members 
Entering Unmasked Estep 
Score: -7595708.500000 Penalty: 3273.226318
	Iteration 2Q: 3 clusters Score -7595708 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30493 members 
Mstep: Class 2 contains 29306 members 
Entering Unmasked Estep 
Score: -7596404.500000 Penalty: 3273.226318
	Iteration 3Q: 3 clusters Score -7596404 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30748 members 
Mstep: Class 2 contains 29051 members 
Entering Unmasked Estep 
Score: -7597279.000000 Penalty: 3273.226318
	Iteration 4Q: 3 clusters Score -7597279 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31102 members 
Mstep: Class 2 contains 28697 members 
Entering Unmasked Estep 
Score: -7598251.500000 Penalty: 3273.226318
	Iteration 5Q: 3 clusters Score -7598252 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31528 members 
Mstep: Class 2 contains 28271 members 
Entering Unmasked Estep 
Score: -7599349.000000 Penalty: 3273.226318
	Iteration 6Q: 3 clusters Score -7599349 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32044 members 
Mstep: Class 2 contains 27755 members 
Entering Unmasked Estep 
Score: -7600424.500000 Penalty: 3273.226318
	Iteration 7Q: 3 clusters Score -7600424 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32584 members 
Mstep: Class 2 contains 27215 members 
Entering Unmasked Estep 
Score: -7601424.500000 Penalty: 3273.226318
	Iteration 8Q: 3 clusters Score -7601424 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33134 members 
Mstep: Class 2 contains 26665 members 
Entering Unmasked Estep 
Score: -7602425.000000 Penalty: 3273.226318
	Iteration 9Q: 3 clusters Score -7602425 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33697 members 
Mstep: Class 2 contains 26102 members 
Entering Unmasked Estep 
Score: -7603356.500000 Penalty: 3273.226318
	Iteration 10Q: 3 clusters Score -7603356 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34328 members 
Mstep: Class 2 contains 25471 members 
Entering Unmasked Estep 
Score: -7604228.000000 Penalty: 3273.226318
	Iteration 11Q: 3 clusters Score -7604228 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34864 members 
Mstep: Class 2 contains 24935 members 
Entering Unmasked Estep 
Score: -7605169.500000 Penalty: 3273.226318
	Iteration 12Q: 3 clusters Score -7605170 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35310 members 
Mstep: Class 2 contains 24489 members 
Entering Unmasked Estep 
Score: -7606203.500000 Penalty: 3273.226318
	Iteration 13Q: 3 clusters Score -7606204 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35573 members 
Mstep: Class 2 contains 24226 members 
Entering Unmasked Estep 
Score: -7607418.000000 Penalty: 3273.226318
	Iteration 14Q: 3 clusters Score -7607418 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35523 members 
Mstep: Class 2 contains 24276 members 
Entering Unmasked Estep 
Score: -7608980.500000 Penalty: 3273.226318
	Iteration 15Q: 3 clusters Score -7608980 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35258 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -7610271.000000 Penalty: 3273.226318
	Iteration 16Q: 3 clusters Score -7610271 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35016 members 
Mstep: Class 2 contains 24783 members 
Entering Unmasked Estep 
Score: -7611224.000000 Penalty: 3273.226318
	Iteration 17Q: 3 clusters Score -7611224 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34780 members 
Mstep: Class 2 contains 25019 members 
Entering Unmasked Estep 
Score: -7611880.000000 Penalty: 3273.226318
	Iteration 18Q: 3 clusters Score -7611880 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34564 members 
Mstep: Class 2 contains 25235 members 
Entering Unmasked Estep 
Score: -7612326.500000 Penalty: 3273.226318
	Iteration 19Q: 3 clusters Score -7612326 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34288 members 
Mstep: Class 2 contains 25511 members 
Entering Unmasked Estep 
Score: -7612702.500000 Penalty: 3273.226318
	Iteration 20F: 3 clusters Score -7612702 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33996 members 
Mstep: Class 2 contains 25803 members 
Entering Unmasked Estep 
Score: -7613065.000000 Penalty: 3273.226318
	Iteration 21Q: 3 clusters Score -7613065 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33737 members 
Mstep: Class 2 contains 26062 members 
Entering Unmasked Estep 
Score: -7613354.000000 Penalty: 3273.226318
	Iteration 22Q: 3 clusters Score -7613354 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33440 members 
Mstep: Class 2 contains 26359 members 
Entering Unmasked Estep 
Score: -7613691.000000 Penalty: 3273.226318
	Iteration 23Q: 3 clusters Score -7613691 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33113 members 
Mstep: Class 2 contains 26686 members 
Entering Unmasked Estep 
Score: -7614021.000000 Penalty: 3273.226318
	Iteration 24Q: 3 clusters Score -7614021 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32828 members 
Mstep: Class 2 contains 26971 members 
Entering Unmasked Estep 
Score: -7614337.500000 Penalty: 3273.226318
	Iteration 25Q: 3 clusters Score -7614338 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32593 members 
Mstep: Class 2 contains 27206 members 
Entering Unmasked Estep 
Score: -7614576.500000 Penalty: 3273.226318
	Iteration 26Q: 3 clusters Score -7614576 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32428 members 
Mstep: Class 2 contains 27371 members 
Entering Unmasked Estep 
Score: -7614688.500000 Penalty: 3273.226318
	Iteration 27Q: 3 clusters Score -7614688 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32366 members 
Mstep: Class 2 contains 27433 members 
Entering Unmasked Estep 
Score: -7614784.500000 Penalty: 3273.226318
	Iteration 28Q: 3 clusters Score -7614784 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32325 members 
Mstep: Class 2 contains 27474 members 
Entering Unmasked Estep 
Score: -7614824.500000 Penalty: 3273.226318
	Iteration 29Q: 3 clusters Score -7614824 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32292 members 
Mstep: Class 2 contains 27507 members 
Entering Unmasked Estep 
Score: -7614901.500000 Penalty: 3273.226318
	Iteration 30Q: 3 clusters Score -7614902 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32284 members 
Mstep: Class 2 contains 27515 members 
Entering Unmasked Estep 
Score: -7614905.000000 Penalty: 3273.226318
	Iteration 31Q: 3 clusters Score -7614905 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32277 members 
Mstep: Class 2 contains 27522 members 
Entering Unmasked Estep 
Score: -7614932.500000 Penalty: 3273.226318
	Iteration 32Q: 3 clusters Score -7614932 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32269 members 
Mstep: Class 2 contains 27530 members 
Entering Unmasked Estep 
Score: -7614947.000000 Penalty: 3273.226318
	Iteration 33Q: 3 clusters Score -7614947 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32291 members 
Mstep: Class 2 contains 27508 members 
Entering Unmasked Estep 
Score: -7614960.000000 Penalty: 3273.226318
	Iteration 34Q: 3 clusters Score -7614960 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32316 members 
Mstep: Class 2 contains 27483 members 
Entering Unmasked Estep 
Score: -7614964.000000 Penalty: 3273.226318
	Iteration 35Q: 3 clusters Score -7614964 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32332 members 
Mstep: Class 2 contains 27467 members 
Entering Unmasked Estep 
Score: -7614984.500000 Penalty: 3273.226318
	Iteration 36Q: 3 clusters Score -7614984 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32357 members 
Mstep: Class 2 contains 27442 members 
Entering Unmasked Estep 
Score: -7614989.000000 Penalty: 3273.226318
	Iteration 37Q: 3 clusters Score -7614989 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32384 members 
Mstep: Class 2 contains 27415 members 
Entering Unmasked Estep 
Score: -7615003.500000 Penalty: 3273.226318
	Iteration 38Q: 3 clusters Score -7615004 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32407 members 
Mstep: Class 2 contains 27392 members 
Entering Unmasked Estep 
Score: -7615010.500000 Penalty: 3273.226318
	Iteration 39Q: 3 clusters Score -7615010 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32425 members 
Mstep: Class 2 contains 27374 members 
Entering Unmasked Estep 
Score: -7615009.500000 Penalty: 3273.226318
	Iteration 40F: 3 clusters Score -7615010 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32430 members 
Mstep: Class 2 contains 27369 members 
Entering Unmasked Estep 
Score: -7615018.000000 Penalty: 3273.226318
	Iteration 41Q: 3 clusters Score -7615018 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32438 members 
Mstep: Class 2 contains 27361 members 
Entering Unmasked Estep 
Score: -7615012.500000 Penalty: 3273.226318
	Iteration 42Q: 3 clusters Score -7615012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32442 members 
Mstep: Class 2 contains 27357 members 
Entering Unmasked Estep 
Score: -7615020.000000 Penalty: 3273.226318
	Iteration 43Q: 3 clusters Score -7615020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32445 members 
Mstep: Class 2 contains 27354 members 
Entering Unmasked Estep 
Score: -7615014.000000 Penalty: 3273.226318
	Iteration 44Q: 3 clusters Score -7615014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32450 members 
Mstep: Class 2 contains 27349 members 
Entering Unmasked Estep 
Score: -7615011.000000 Penalty: 3273.226318
	Iteration 45Q: 3 clusters Score -7615011 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32458 members 
Mstep: Class 2 contains 27341 members 
Entering Unmasked Estep 
Score: -7615017.500000 Penalty: 3273.226318
	Iteration 46Q: 3 clusters Score -7615018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32464 members 
Mstep: Class 2 contains 27335 members 
Entering Unmasked Estep 
Score: -7615020.000000 Penalty: 3273.226318
	Iteration 47Q: 3 clusters Score -7615020 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32472 members 
Mstep: Class 2 contains 27327 members 
Entering Unmasked Estep 
Score: -7615026.500000 Penalty: 3273.226318
	Iteration 48Q: 3 clusters Score -7615026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32478 members 
Mstep: Class 2 contains 27321 members 
Entering Unmasked Estep 
Score: -7615024.000000 Penalty: 3273.226318
	Iteration 49Q: 3 clusters Score -7615024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32480 members 
Mstep: Class 2 contains 27319 members 
Entering Unmasked Estep 
Score: -7615015.500000 Penalty: 3273.226318
	Iteration 50Q: 3 clusters Score -7615016 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32487 members 
Mstep: Class 2 contains 27312 members 
Entering Unmasked Estep 
Score: -7615026.500000 Penalty: 3273.226318
	Iteration 51Q: 3 clusters Score -7615026 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32490 members 
Mstep: Class 2 contains 27309 members 
Entering Unmasked Estep 
Score: -7615027.500000 Penalty: 3273.226318
	Iteration 52Q: 3 clusters Score -7615028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32493 members 
Mstep: Class 2 contains 27306 members 
Entering Unmasked Estep 
Score: -7615025.000000 Penalty: 3273.226318
	Iteration 53Q: 3 clusters Score -7615025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32493 members 
Mstep: Class 2 contains 27306 members 
Entering Unmasked Estep 
Score: -7615026.500000 Penalty: 3273.226318
	Iteration 54Q: 3 clusters Score -7615026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32492 members 
Mstep: Class 2 contains 27307 members 
Entering Unmasked Estep 
Score: -7615027.000000 Penalty: 3273.226318
	Iteration 55Q: 3 clusters Score -7615027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32494 members 
Mstep: Class 2 contains 27305 members 
Entering Unmasked Estep 
Score: -7615024.000000 Penalty: 3273.226318
	Iteration 56Q: 3 clusters Score -7615024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32495 members 
Mstep: Class 2 contains 27304 members 
Entering Unmasked Estep 
Score: -7615023.000000 Penalty: 3273.226318
	Iteration 57Q: 3 clusters Score -7615023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32500 members 
Mstep: Class 2 contains 27299 members 
Entering Unmasked Estep 
Score: -7615026.500000 Penalty: 3273.226318
	Iteration 58Q: 3 clusters Score -7615026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32503 members 
Mstep: Class 2 contains 27296 members 
Entering Unmasked Estep 
Score: -7615026.500000 Penalty: 3273.226318
	Iteration 59Q: 3 clusters Score -7615026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32503 members 
Mstep: Class 2 contains 27296 members 
Entering Unmasked Estep 
Score: -7615030.000000 Penalty: 3273.226318
	Iteration 60F: 3 clusters Score -7615030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32501 members 
Mstep: Class 2 contains 27298 members 
Entering Unmasked Estep 
Score: -7615024.500000 Penalty: 3273.226318
	Iteration 61Q: 3 clusters Score -7615024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32499 members 
Mstep: Class 2 contains 27300 members 
Entering Unmasked Estep 
Score: -7615026.500000 Penalty: 3273.226318
	Iteration 62Q: 3 clusters Score -7615026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32497 members 
Mstep: Class 2 contains 27302 members 
Entering Unmasked Estep 
Score: -7615025.000000 Penalty: 3273.226318
	Iteration 63Q: 3 clusters Score -7615025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32495 members 
Mstep: Class 2 contains 27304 members 
Entering Unmasked Estep 
Score: -7615032.000000 Penalty: 3273.226318
	Iteration 64Q: 3 clusters Score -7615032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32496 members 
Mstep: Class 2 contains 27303 members 
Entering Unmasked Estep 
Score: -7615029.000000 Penalty: 3273.226318
	Iteration 65Q: 3 clusters Score -7615029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32497 members 
Mstep: Class 2 contains 27302 members 
Entering Unmasked Estep 
Score: -7615029.000000 Penalty: 3273.226318
	Iteration 66Q: 3 clusters Score -7615029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32498 members 
Mstep: Class 2 contains 27301 members 
Entering Unmasked Estep 
Score: -7615028.000000 Penalty: 3273.226318
	Iteration 67Q: 3 clusters Score -7615028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32498 members 
Mstep: Class 2 contains 27301 members 
Entering Unmasked Estep 
Score: -7615028.000000 Penalty: 3273.226318
	Iteration 68F: 3 clusters Score -7615028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (5767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Entering Unmasked Estep 
Score: -717402.750000 Penalty: 1288.594238
	Iteration 0F: 2 clusters Score -717402.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -713250.812500 Penalty: 2577.188477
	Iteration 0F: 3 clusters Score -713250.8 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -714529.312500 Penalty: 2577.188477
	Iteration 1F: 3 clusters Score -714529.3 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -714806.375000 Penalty: 2577.188477
	Iteration 2F: 3 clusters Score -714806.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -715004.812500 Penalty: 2577.188477
	Iteration 3F: 3 clusters Score -715004.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -715146.375000 Penalty: 2577.188477
	Iteration 4Q: 3 clusters Score -715146.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -715269.687500 Penalty: 2577.188477
	Iteration 5Q: 3 clusters Score -715269.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -715374.937500 Penalty: 2577.188477
	Iteration 6Q: 3 clusters Score -715374.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -715461.000000 Penalty: 2577.188477
	Iteration 7Q: 3 clusters Score -715461 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -715532.250000 Penalty: 2577.188477
	Iteration 8Q: 3 clusters Score -715532.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -715601.312500 Penalty: 2577.188477
	Iteration 9Q: 3 clusters Score -715601.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -715671.875000 Penalty: 2577.188477
	Iteration 10Q: 3 clusters Score -715671.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -715753.062500 Penalty: 2577.188477
	Iteration 11Q: 3 clusters Score -715753.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -715821.750000 Penalty: 2577.188477
	Iteration 12Q: 3 clusters Score -715821.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -715884.250000 Penalty: 2577.188477
	Iteration 13Q: 3 clusters Score -715884.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -715945.437500 Penalty: 2577.188477
	Iteration 14Q: 3 clusters Score -715945.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -715997.187500 Penalty: 2577.188477
	Iteration 15Q: 3 clusters Score -715997.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -716048.750000 Penalty: 2577.188477
	Iteration 16Q: 3 clusters Score -716048.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -716091.000000 Penalty: 2577.188477
	Iteration 17Q: 3 clusters Score -716091 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -716121.937500 Penalty: 2577.188477
	Iteration 18Q: 3 clusters Score -716121.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -716154.250000 Penalty: 2577.188477
	Iteration 19Q: 3 clusters Score -716154.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -716175.812500 Penalty: 2577.188477
	Iteration 20F: 3 clusters Score -716175.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -716202.750000 Penalty: 2577.188477
	Iteration 21Q: 3 clusters Score -716202.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -716236.687500 Penalty: 2577.188477
	Iteration 22Q: 3 clusters Score -716236.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -716270.750000 Penalty: 2577.188477
	Iteration 23Q: 3 clusters Score -716270.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -716292.875000 Penalty: 2577.188477
	Iteration 24Q: 3 clusters Score -716292.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -716306.875000 Penalty: 2577.188477
	Iteration 25Q: 3 clusters Score -716306.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -716319.312500 Penalty: 2577.188477
	Iteration 26Q: 3 clusters Score -716319.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -716330.875000 Penalty: 2577.188477
	Iteration 27Q: 3 clusters Score -716330.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -716338.500000 Penalty: 2577.188477
	Iteration 28Q: 3 clusters Score -716338.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -716351.000000 Penalty: 2577.188477
	Iteration 29Q: 3 clusters Score -716351 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -716362.187500 Penalty: 2577.188477
	Iteration 30Q: 3 clusters Score -716362.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -716381.187500 Penalty: 2577.188477
	Iteration 31Q: 3 clusters Score -716381.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -716390.750000 Penalty: 2577.188477
	Iteration 32Q: 3 clusters Score -716390.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -716401.437500 Penalty: 2577.188477
	Iteration 33Q: 3 clusters Score -716401.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -716409.437500 Penalty: 2577.188477
	Iteration 34Q: 3 clusters Score -716409.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -716413.750000 Penalty: 2577.188477
	Iteration 35Q: 3 clusters Score -716413.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -716416.875000 Penalty: 2577.188477
	Iteration 36Q: 3 clusters Score -716416.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -716422.250000 Penalty: 2577.188477
	Iteration 37Q: 3 clusters Score -716422.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -716425.375000 Penalty: 2577.188477
	Iteration 38Q: 3 clusters Score -716425.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -716426.937500 Penalty: 2577.188477
	Iteration 39Q: 3 clusters Score -716426.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -716431.875000 Penalty: 2577.188477
	Iteration 40F: 3 clusters Score -716431.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -716437.312500 Penalty: 2577.188477
	Iteration 41Q: 3 clusters Score -716437.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -716440.375000 Penalty: 2577.188477
	Iteration 42Q: 3 clusters Score -716440.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -716442.125000 Penalty: 2577.188477
	Iteration 43Q: 3 clusters Score -716442.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -716444.437500 Penalty: 2577.188477
	Iteration 44Q: 3 clusters Score -716444.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -716448.000000 Penalty: 2577.188477
	Iteration 45Q: 3 clusters Score -716448 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -716453.937500 Penalty: 2577.188477
	Iteration 46Q: 3 clusters Score -716453.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -716456.125000 Penalty: 2577.188477
	Iteration 47Q: 3 clusters Score -716456.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -716457.437500 Penalty: 2577.188477
	Iteration 48Q: 3 clusters Score -716457.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -716460.250000 Penalty: 2577.188477
	Iteration 49Q: 3 clusters Score -716460.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -716462.000000 Penalty: 2577.188477
	Iteration 50Q: 3 clusters Score -716462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -716463.687500 Penalty: 2577.188477
	Iteration 51Q: 3 clusters Score -716463.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -716463.125000 Penalty: 2577.188477
	Iteration 52Q: 3 clusters Score -716463.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -716463.125000 Penalty: 2577.188477
	Iteration 53F: 3 clusters Score -716463.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (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: -21138.449219 Penalty: 819.193359
	Iteration 0F: 2 clusters Score -21138.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -20496.402344 Penalty: 1638.386719
	Iteration 0F: 3 clusters Score -20496.4 nChanged 28
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: -20640.828125 Penalty: 1638.386719
	Iteration 1F: 3 clusters Score -20640.83 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -20730.207031 Penalty: 1638.386719
	Iteration 2F: 3 clusters Score -20730.21 nChanged 8
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: -20772.152344 Penalty: 1638.386719
	Iteration 3Q: 3 clusters Score -20772.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -20795.994141 Penalty: 1638.386719
	Iteration 4Q: 3 clusters Score -20795.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -20862.113281 Penalty: 1638.386719
	Iteration 5Q: 3 clusters Score -20862.11 nChanged 3
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: -20882.216797 Penalty: 1638.386719
	Iteration 6Q: 3 clusters Score -20882.22 nChanged 3
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: -20901.095703 Penalty: 1638.386719
	Iteration 7Q: 3 clusters Score -20901.1 nChanged 1
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: -20904.275391 Penalty: 1638.386719
	Iteration 8Q: 3 clusters Score -20904.28 nChanged 0
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: -20904.275391 Penalty: 1638.386719
	Iteration 9F: 3 clusters Score -20904.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Entering Unmasked Estep 
Score: -14879.831055 Penalty: 803.918457
	Iteration 0F: 2 clusters Score -14879.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -14277.262695 Penalty: 1607.836914
	Iteration 0F: 3 clusters Score -14277.26 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -14385.617188 Penalty: 1607.836914
	Iteration 1F: 3 clusters Score -14385.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -14405.483398 Penalty: 1607.836914
	Iteration 2Q: 3 clusters Score -14405.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -14430.024414 Penalty: 1607.836914
	Iteration 3Q: 3 clusters Score -14430.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -14445.213867 Penalty: 1607.836914
	Iteration 4Q: 3 clusters Score -14445.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -14445.213867 Penalty: 1607.836914
	Iteration 5F: 3 clusters Score -14445.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (10178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Entering Unmasked Estep 
Score: -1294205.500000 Penalty: 1373.124023
	Iteration 0F: 2 clusters Score -1294206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1287330.375000 Penalty: 2746.248047
	Iteration 0F: 3 clusters Score -1287330 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1289515.500000 Penalty: 2746.248047
	Iteration 1F: 3 clusters Score -1289516 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1289793.875000 Penalty: 2746.248047
	Iteration 2F: 3 clusters Score -1289794 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1290009.250000 Penalty: 2746.248047
	Iteration 3F: 3 clusters Score -1290009 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1290175.125000 Penalty: 2746.248047
	Iteration 4Q: 3 clusters Score -1290175 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1290300.125000 Penalty: 2746.248047
	Iteration 5Q: 3 clusters Score -1290300 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1290411.875000 Penalty: 2746.248047
	Iteration 6Q: 3 clusters Score -1290412 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1290536.000000 Penalty: 2746.248047
	Iteration 7Q: 3 clusters Score -1290536 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1290657.375000 Penalty: 2746.248047
	Iteration 8Q: 3 clusters Score -1290657 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1290767.625000 Penalty: 2746.248047
	Iteration 9Q: 3 clusters Score -1290768 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1290862.750000 Penalty: 2746.248047
	Iteration 10Q: 3 clusters Score -1290863 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1290957.625000 Penalty: 2746.248047
	Iteration 11Q: 3 clusters Score -1290958 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1291066.375000 Penalty: 2746.248047
	Iteration 12Q: 3 clusters Score -1291066 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1291182.375000 Penalty: 2746.248047
	Iteration 13Q: 3 clusters Score -1291182 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1291308.875000 Penalty: 2746.248047
	Iteration 14Q: 3 clusters Score -1291309 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1291461.750000 Penalty: 2746.248047
	Iteration 15Q: 3 clusters Score -1291462 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1291614.625000 Penalty: 2746.248047
	Iteration 16Q: 3 clusters Score -1291615 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1291751.250000 Penalty: 2746.248047
	Iteration 17Q: 3 clusters Score -1291751 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1291884.750000 Penalty: 2746.248047
	Iteration 18Q: 3 clusters Score -1291885 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1292026.250000 Penalty: 2746.248047
	Iteration 19Q: 3 clusters Score -1292026 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1292161.750000 Penalty: 2746.248047
	Iteration 20F: 3 clusters Score -1292162 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1292276.500000 Penalty: 2746.248047
	Iteration 21Q: 3 clusters Score -1292276 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1292374.250000 Penalty: 2746.248047
	Iteration 22Q: 3 clusters Score -1292374 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1292466.000000 Penalty: 2746.248047
	Iteration 23Q: 3 clusters Score -1292466 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1292550.250000 Penalty: 2746.248047
	Iteration 24Q: 3 clusters Score -1292550 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1292613.500000 Penalty: 2746.248047
	Iteration 25Q: 3 clusters Score -1292614 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1292662.625000 Penalty: 2746.248047
	Iteration 26Q: 3 clusters Score -1292663 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1292705.750000 Penalty: 2746.248047
	Iteration 27Q: 3 clusters Score -1292706 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1292743.500000 Penalty: 2746.248047
	Iteration 28Q: 3 clusters Score -1292744 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1292776.375000 Penalty: 2746.248047
	Iteration 29Q: 3 clusters Score -1292776 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1292807.750000 Penalty: 2746.248047
	Iteration 30Q: 3 clusters Score -1292808 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1292831.500000 Penalty: 2746.248047
	Iteration 31Q: 3 clusters Score -1292832 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1292863.000000 Penalty: 2746.248047
	Iteration 32Q: 3 clusters Score -1292863 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1292893.000000 Penalty: 2746.248047
	Iteration 33Q: 3 clusters Score -1292893 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1292911.875000 Penalty: 2746.248047
	Iteration 34Q: 3 clusters Score -1292912 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1292936.125000 Penalty: 2746.248047
	Iteration 35Q: 3 clusters Score -1292936 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1292955.250000 Penalty: 2746.248047
	Iteration 36Q: 3 clusters Score -1292955 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1292982.000000 Penalty: 2746.248047
	Iteration 37Q: 3 clusters Score -1292982 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1293000.125000 Penalty: 2746.248047
	Iteration 38Q: 3 clusters Score -1293000 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1293017.000000 Penalty: 2746.248047
	Iteration 39Q: 3 clusters Score -1293017 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1293028.125000 Penalty: 2746.248047
	Iteration 40F: 3 clusters Score -1293028 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1293040.375000 Penalty: 2746.248047
	Iteration 41Q: 3 clusters Score -1293040 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1293045.750000 Penalty: 2746.248047
	Iteration 42Q: 3 clusters Score -1293046 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1293057.500000 Penalty: 2746.248047
	Iteration 43Q: 3 clusters Score -1293058 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1293069.625000 Penalty: 2746.248047
	Iteration 44Q: 3 clusters Score -1293070 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1293084.000000 Penalty: 2746.248047
	Iteration 45Q: 3 clusters Score -1293084 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1293094.500000 Penalty: 2746.248047
	Iteration 46Q: 3 clusters Score -1293094 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1293105.500000 Penalty: 2746.248047
	Iteration 47Q: 3 clusters Score -1293106 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1293118.000000 Penalty: 2746.248047
	Iteration 48Q: 3 clusters Score -1293118 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1293129.000000 Penalty: 2746.248047
	Iteration 49Q: 3 clusters Score -1293129 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1293136.375000 Penalty: 2746.248047
	Iteration 50Q: 3 clusters Score -1293136 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1293144.125000 Penalty: 2746.248047
	Iteration 51Q: 3 clusters Score -1293144 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1293154.125000 Penalty: 2746.248047
	Iteration 52Q: 3 clusters Score -1293154 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1293161.750000 Penalty: 2746.248047
	Iteration 53Q: 3 clusters Score -1293162 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1293172.125000 Penalty: 2746.248047
	Iteration 54Q: 3 clusters Score -1293172 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1293182.250000 Penalty: 2746.248047
	Iteration 55Q: 3 clusters Score -1293182 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1293195.750000 Penalty: 2746.248047
	Iteration 56Q: 3 clusters Score -1293196 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1293209.750000 Penalty: 2746.248047
	Iteration 57Q: 3 clusters Score -1293210 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1293213.625000 Penalty: 2746.248047
	Iteration 58Q: 3 clusters Score -1293214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1293217.125000 Penalty: 2746.248047
	Iteration 59Q: 3 clusters Score -1293217 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1293227.875000 Penalty: 2746.248047
	Iteration 60F: 3 clusters Score -1293228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1293231.000000 Penalty: 2746.248047
	Iteration 61Q: 3 clusters Score -1293231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1293233.500000 Penalty: 2746.248047
	Iteration 62Q: 3 clusters Score -1293234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1293243.375000 Penalty: 2746.248047
	Iteration 63Q: 3 clusters Score -1293243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1293245.750000 Penalty: 2746.248047
	Iteration 64Q: 3 clusters Score -1293246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1293247.750000 Penalty: 2746.248047
	Iteration 65Q: 3 clusters Score -1293248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1293246.375000 Penalty: 2746.248047
	Iteration 66Q: 3 clusters Score -1293246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1293246.750000 Penalty: 2746.248047
	Iteration 67Q: 3 clusters Score -1293247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1293247.375000 Penalty: 2746.248047
	Iteration 68Q: 3 clusters Score -1293247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1293247.750000 Penalty: 2746.248047
	Iteration 69Q: 3 clusters Score -1293248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1293247.625000 Penalty: 2746.248047
	Iteration 70Q: 3 clusters Score -1293248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1293247.625000 Penalty: 2746.248047
	Iteration 71F: 3 clusters Score -1293248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (4035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Entering Unmasked Estep 
Score: -540672.250000 Penalty: 1235.451050
	Iteration 0F: 2 clusters Score -540672.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -537582.750000 Penalty: 2470.902100
	Iteration 0F: 3 clusters Score -537582.8 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -538420.875000 Penalty: 2470.902100
	Iteration 1F: 3 clusters Score -538420.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -538596.875000 Penalty: 2470.902100
	Iteration 2F: 3 clusters Score -538596.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -538701.562500 Penalty: 2470.902100
	Iteration 3Q: 3 clusters Score -538701.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -538768.750000 Penalty: 2470.902100
	Iteration 4Q: 3 clusters Score -538768.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -538818.750000 Penalty: 2470.902100
	Iteration 5Q: 3 clusters Score -538818.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -538855.937500 Penalty: 2470.902100
	Iteration 6Q: 3 clusters Score -538855.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -538887.125000 Penalty: 2470.902100
	Iteration 7Q: 3 clusters Score -538887.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -538920.250000 Penalty: 2470.902100
	Iteration 8Q: 3 clusters Score -538920.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -538946.625000 Penalty: 2470.902100
	Iteration 9Q: 3 clusters Score -538946.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -538964.562500 Penalty: 2470.902100
	Iteration 10Q: 3 clusters Score -538964.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -538978.125000 Penalty: 2470.902100
	Iteration 11Q: 3 clusters Score -538978.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -538990.250000 Penalty: 2470.902100
	Iteration 12Q: 3 clusters Score -538990.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -539002.312500 Penalty: 2470.902100
	Iteration 13Q: 3 clusters Score -539002.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -539015.750000 Penalty: 2470.902100
	Iteration 14Q: 3 clusters Score -539015.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -539025.750000 Penalty: 2470.902100
	Iteration 15Q: 3 clusters Score -539025.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -539035.062500 Penalty: 2470.902100
	Iteration 16Q: 3 clusters Score -539035.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -539042.562500 Penalty: 2470.902100
	Iteration 17Q: 3 clusters Score -539042.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -539048.062500 Penalty: 2470.902100
	Iteration 18Q: 3 clusters Score -539048.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -539054.812500 Penalty: 2470.902100
	Iteration 19Q: 3 clusters Score -539054.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -539061.625000 Penalty: 2470.902100
	Iteration 20F: 3 clusters Score -539061.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -539067.375000 Penalty: 2470.902100
	Iteration 21Q: 3 clusters Score -539067.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -539071.375000 Penalty: 2470.902100
	Iteration 22Q: 3 clusters Score -539071.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -539077.500000 Penalty: 2470.902100
	Iteration 23Q: 3 clusters Score -539077.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -539085.437500 Penalty: 2470.902100
	Iteration 24Q: 3 clusters Score -539085.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -539097.187500 Penalty: 2470.902100
	Iteration 25Q: 3 clusters Score -539097.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -539110.562500 Penalty: 2470.902100
	Iteration 26Q: 3 clusters Score -539110.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -539125.312500 Penalty: 2470.902100
	Iteration 27Q: 3 clusters Score -539125.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -539135.250000 Penalty: 2470.902100
	Iteration 28Q: 3 clusters Score -539135.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -539144.625000 Penalty: 2470.902100
	Iteration 29Q: 3 clusters Score -539144.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -539153.375000 Penalty: 2470.902100
	Iteration 30Q: 3 clusters Score -539153.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -539160.250000 Penalty: 2470.902100
	Iteration 31Q: 3 clusters Score -539160.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -539169.250000 Penalty: 2470.902100
	Iteration 32Q: 3 clusters Score -539169.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -539176.562500 Penalty: 2470.902100
	Iteration 33Q: 3 clusters Score -539176.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -539185.000000 Penalty: 2470.902100
	Iteration 34Q: 3 clusters Score -539185 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -539193.312500 Penalty: 2470.902100
	Iteration 35Q: 3 clusters Score -539193.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -539202.437500 Penalty: 2470.902100
	Iteration 36Q: 3 clusters Score -539202.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -539209.125000 Penalty: 2470.902100
	Iteration 37Q: 3 clusters Score -539209.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -539213.062500 Penalty: 2470.902100
	Iteration 38Q: 3 clusters Score -539213.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -539216.250000 Penalty: 2470.902100
	Iteration 39Q: 3 clusters Score -539216.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -539224.625000 Penalty: 2470.902100
	Iteration 40F: 3 clusters Score -539224.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -539236.250000 Penalty: 2470.902100
	Iteration 41Q: 3 clusters Score -539236.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -539250.750000 Penalty: 2470.902100
	Iteration 42Q: 3 clusters Score -539250.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -539261.937500 Penalty: 2470.902100
	Iteration 43Q: 3 clusters Score -539261.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -539272.750000 Penalty: 2470.902100
	Iteration 44Q: 3 clusters Score -539272.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -539281.812500 Penalty: 2470.902100
	Iteration 45Q: 3 clusters Score -539281.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -539294.500000 Penalty: 2470.902100
	Iteration 46Q: 3 clusters Score -539294.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -539309.625000 Penalty: 2470.902100
	Iteration 47Q: 3 clusters Score -539309.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -539318.062500 Penalty: 2470.902100
	Iteration 48Q: 3 clusters Score -539318.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -539323.250000 Penalty: 2470.902100
	Iteration 49Q: 3 clusters Score -539323.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -539328.437500 Penalty: 2470.902100
	Iteration 50Q: 3 clusters Score -539328.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -539335.562500 Penalty: 2470.902100
	Iteration 51Q: 3 clusters Score -539335.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -539340.625000 Penalty: 2470.902100
	Iteration 52Q: 3 clusters Score -539340.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -539344.625000 Penalty: 2470.902100
	Iteration 53Q: 3 clusters Score -539344.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -539347.312500 Penalty: 2470.902100
	Iteration 54Q: 3 clusters Score -539347.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -539350.125000 Penalty: 2470.902100
	Iteration 55Q: 3 clusters Score -539350.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -539353.062500 Penalty: 2470.902100
	Iteration 56Q: 3 clusters Score -539353.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -539357.000000 Penalty: 2470.902100
	Iteration 57Q: 3 clusters Score -539357 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -539359.437500 Penalty: 2470.902100
	Iteration 58Q: 3 clusters Score -539359.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -539362.937500 Penalty: 2470.902100
	Iteration 59Q: 3 clusters Score -539362.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -539367.500000 Penalty: 2470.902100
	Iteration 60F: 3 clusters Score -539367.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -539371.875000 Penalty: 2470.902100
	Iteration 61Q: 3 clusters Score -539371.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -539379.625000 Penalty: 2470.902100
	Iteration 62Q: 3 clusters Score -539379.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -539392.312500 Penalty: 2470.902100
	Iteration 63Q: 3 clusters Score -539392.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -539406.187500 Penalty: 2470.902100
	Iteration 64Q: 3 clusters Score -539406.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -539420.312500 Penalty: 2470.902100
	Iteration 65Q: 3 clusters Score -539420.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -539430.750000 Penalty: 2470.902100
	Iteration 66Q: 3 clusters Score -539430.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -539441.500000 Penalty: 2470.902100
	Iteration 67Q: 3 clusters Score -539441.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -539454.375000 Penalty: 2470.902100
	Iteration 68Q: 3 clusters Score -539454.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -539464.562500 Penalty: 2470.902100
	Iteration 69Q: 3 clusters Score -539464.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -539471.562500 Penalty: 2470.902100
	Iteration 70Q: 3 clusters Score -539471.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -539476.125000 Penalty: 2470.902100
	Iteration 71Q: 3 clusters Score -539476.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -539483.062500 Penalty: 2470.902100
	Iteration 72Q: 3 clusters Score -539483.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -539484.437500 Penalty: 2470.902100
	Iteration 73Q: 3 clusters Score -539484.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -539486.187500 Penalty: 2470.902100
	Iteration 74Q: 3 clusters Score -539486.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -539486.687500 Penalty: 2470.902100
	Iteration 75Q: 3 clusters Score -539486.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -539487.562500 Penalty: 2470.902100
	Iteration 76Q: 3 clusters Score -539487.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -539487.562500 Penalty: 2470.902100
	Iteration 77F: 3 clusters Score -539487.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27055 members 
Mstep: Class 4 contains 34985 members 
Mstep: Class 5 contains 50698 members 
Mstep: Class 6 contains 24131 members 
Mstep: Class 7 contains 18237 members 
Mstep: Class 8 contains 8893 members 
Mstep: Class 9 contains 72628 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48250 members 
Mstep: Class 13 contains 34438 members 
Mstep: Class 14 contains 3271 members 
Mstep: Class 15 contains 5684 members 
Mstep: Class 16 contains 17849 members 
Mstep: Class 17 contains 10363 members 
Mstep: Class 18 contains 30260 members 
Mstep: Class 19 contains 16234 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1380 members 
Mstep: Class 22 contains 8775 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11998 members 
Mstep: Class 25 contains 6040 members 
Mstep: Class 26 contains 41088 members 
Mstep: Class 27 contains 22498 members 
Mstep: Class 28 contains 5184 members 
Mstep: Class 29 contains 4587 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10954 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35604 members 
Mstep: Class 38 contains 59799 members 
Mstep: Class 39 contains 5767 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10178 members 
Mstep: Class 43 contains 4035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80999888.000000 Penalty: 85805.187500
Iteration 439Q: 44 clusters Score -8.099989e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27054 members 
Mstep: Class 4 contains 34985 members 
Mstep: Class 5 contains 50700 members 
Mstep: Class 6 contains 24131 members 
Mstep: Class 7 contains 18237 members 
Mstep: Class 8 contains 8893 members 
Mstep: Class 9 contains 72628 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48249 members 
Mstep: Class 13 contains 34437 members 
Mstep: Class 14 contains 3271 members 
Mstep: Class 15 contains 5684 members 
Mstep: Class 16 contains 17849 members 
Mstep: Class 17 contains 10363 members 
Mstep: Class 18 contains 30260 members 
Mstep: Class 19 contains 16234 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1380 members 
Mstep: Class 22 contains 8775 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11999 members 
Mstep: Class 25 contains 6040 members 
Mstep: Class 26 contains 41089 members 
Mstep: Class 27 contains 22498 members 
Mstep: Class 28 contains 5184 members 
Mstep: Class 29 contains 4587 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10954 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35603 members 
Mstep: Class 38 contains 59799 members 
Mstep: Class 39 contains 5767 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10178 members 
Mstep: Class 43 contains 4035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80999896.000000 Penalty: 85805.187500
Iteration 440F: 44 clusters Score -8.09999e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27054 members 
Mstep: Class 4 contains 34985 members 
Mstep: Class 5 contains 50701 members 
Mstep: Class 6 contains 24131 members 
Mstep: Class 7 contains 18237 members 
Mstep: Class 8 contains 8893 members 
Mstep: Class 9 contains 72628 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48249 members 
Mstep: Class 13 contains 34437 members 
Mstep: Class 14 contains 3271 members 
Mstep: Class 15 contains 5684 members 
Mstep: Class 16 contains 17849 members 
Mstep: Class 17 contains 10363 members 
Mstep: Class 18 contains 30260 members 
Mstep: Class 19 contains 16234 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1380 members 
Mstep: Class 22 contains 8775 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11999 members 
Mstep: Class 25 contains 6040 members 
Mstep: Class 26 contains 41089 members 
Mstep: Class 27 contains 22498 members 
Mstep: Class 28 contains 5184 members 
Mstep: Class 29 contains 4587 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10954 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35603 members 
Mstep: Class 38 contains 59798 members 
Mstep: Class 39 contains 5767 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10178 members 
Mstep: Class 43 contains 4035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80999880.000000 Penalty: 85805.187500
Iteration 441Q: 44 clusters Score -8.099988e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27054 members 
Mstep: Class 4 contains 34985 members 
Mstep: Class 5 contains 50704 members 
Mstep: Class 6 contains 24131 members 
Mstep: Class 7 contains 18237 members 
Mstep: Class 8 contains 8893 members 
Mstep: Class 9 contains 72628 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48249 members 
Mstep: Class 13 contains 34437 members 
Mstep: Class 14 contains 3271 members 
Mstep: Class 15 contains 5684 members 
Mstep: Class 16 contains 17849 members 
Mstep: Class 17 contains 10363 members 
Mstep: Class 18 contains 30260 members 
Mstep: Class 19 contains 16234 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1380 members 
Mstep: Class 22 contains 8775 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11999 members 
Mstep: Class 25 contains 6040 members 
Mstep: Class 26 contains 41088 members 
Mstep: Class 27 contains 22498 members 
Mstep: Class 28 contains 5184 members 
Mstep: Class 29 contains 4587 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10954 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35603 members 
Mstep: Class 38 contains 59796 members 
Mstep: Class 39 contains 5767 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10178 members 
Mstep: Class 43 contains 4035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80999888.000000 Penalty: 85805.187500
Iteration 442Q: 44 clusters Score -8.099989e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 27054 members 
Mstep: Class 4 contains 34985 members 
Mstep: Class 5 contains 50704 members 
Mstep: Class 6 contains 24131 members 
Mstep: Class 7 contains 18237 members 
Mstep: Class 8 contains 8893 members 
Mstep: Class 9 contains 72628 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 1273 members 
Mstep: Class 12 contains 48249 members 
Mstep: Class 13 contains 34437 members 
Mstep: Class 14 contains 3271 members 
Mstep: Class 15 contains 5684 members 
Mstep: Class 16 contains 17849 members 
Mstep: Class 17 contains 10363 members 
Mstep: Class 18 contains 30260 members 
Mstep: Class 19 contains 16234 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 1380 members 
Mstep: Class 22 contains 8775 members 
Mstep: Class 23 contains 250 members 
Mstep: Class 24 contains 11999 members 
Mstep: Class 25 contains 6040 members 
Mstep: Class 26 contains 41088 members 
Mstep: Class 27 contains 22498 members 
Mstep: Class 28 contains 5184 members 
Mstep: Class 29 contains 4587 members 
Mstep: Class 30 contains 653 members 
Mstep: Class 31 contains 10954 members 
Mstep: Class 32 contains 284 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 401 members 
Mstep: Class 35 contains 158 members 
Mstep: Class 36 contains 295 members 
Mstep: Class 37 contains 35603 members 
Mstep: Class 38 contains 59796 members 
Mstep: Class 39 contains 5767 members 
Mstep: Class 40 contains 246 members 
Mstep: Class 41 contains 222 members 
Mstep: Class 42 contains 10178 members 
Mstep: Class 43 contains 4035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80999888.000000 Penalty: 85805.187500
Iteration 443F: 44 clusters Score -8.099989e+07 nChanged 0
Entering ConstructFrom: 
Score: -80999888.000000 Penalty: 85805.187500
Entering ConstructFrom: 
Trying to split cluster 1 (21722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21722 members 
Entering Unmasked Estep 
Score: -2760668.000000 Penalty: 1485.928955
	Iteration 0F: 2 clusters Score -2760668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -2746433.250000 Penalty: 2971.857910
	Iteration 0F: 3 clusters Score -2746433 nChanged 9637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -2751778.750000 Penalty: 2971.857910
	Iteration 1F: 3 clusters Score -2751779 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -2752277.250000 Penalty: 2971.857910
	Iteration 2F: 3 clusters Score -2752277 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -2752716.000000 Penalty: 2971.857910
	Iteration 3Q: 3 clusters Score -2752716 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -2753151.750000 Penalty: 2971.857910
	Iteration 4Q: 3 clusters Score -2753152 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -2753548.500000 Penalty: 2971.857910
	Iteration 5Q: 3 clusters Score -2753548 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -2753913.750000 Penalty: 2971.857910
	Iteration 6Q: 3 clusters Score -2753914 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -2754233.250000 Penalty: 2971.857910
	Iteration 7Q: 3 clusters Score -2754233 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -2754510.750000 Penalty: 2971.857910
	Iteration 8Q: 3 clusters Score -2754511 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -2754739.000000 Penalty: 2971.857910
	Iteration 9Q: 3 clusters Score -2754739 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -2754938.250000 Penalty: 2971.857910
	Iteration 10Q: 3 clusters Score -2754938 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -2755099.750000 Penalty: 2971.857910
	Iteration 11Q: 3 clusters Score -2755100 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -2755233.000000 Penalty: 2971.857910
	Iteration 12Q: 3 clusters Score -2755233 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -2755327.750000 Penalty: 2971.857910
	Iteration 13Q: 3 clusters Score -2755328 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -2755431.500000 Penalty: 2971.857910
	Iteration 14Q: 3 clusters Score -2755432 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -2755522.750000 Penalty: 2971.857910
	Iteration 15Q: 3 clusters Score -2755523 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -2755651.250000 Penalty: 2971.857910
	Iteration 16Q: 3 clusters Score -2755651 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -2755771.500000 Penalty: 2971.857910
	Iteration 17Q: 3 clusters Score -2755772 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -2755904.750000 Penalty: 2971.857910
	Iteration 18Q: 3 clusters Score -2755905 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -2756086.250000 Penalty: 2971.857910
	Iteration 19Q: 3 clusters Score -2756086 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -2756286.000000 Penalty: 2971.857910
	Iteration 20F: 3 clusters Score -2756286 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -2756507.250000 Penalty: 2971.857910
	Iteration 21Q: 3 clusters Score -2756507 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -2756761.500000 Penalty: 2971.857910
	Iteration 22Q: 3 clusters Score -2756762 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -2757070.500000 Penalty: 2971.857910
	Iteration 23Q: 3 clusters Score -2757070 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -2757405.250000 Penalty: 2971.857910
	Iteration 24Q: 3 clusters Score -2757405 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -2757725.500000 Penalty: 2971.857910
	Iteration 25Q: 3 clusters Score -2757726 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -2758050.750000 Penalty: 2971.857910
	Iteration 26Q: 3 clusters Score -2758051 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
Score: -2758314.500000 Penalty: 2971.857910
	Iteration 27Q: 3 clusters Score -2758314 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -2758550.250000 Penalty: 2971.857910
	Iteration 28Q: 3 clusters Score -2758550 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
Score: -2758759.750000 Penalty: 2971.857910
	Iteration 29Q: 3 clusters Score -2758760 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -2758935.750000 Penalty: 2971.857910
	Iteration 30Q: 3 clusters Score -2758936 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -2759063.000000 Penalty: 2971.857910
	Iteration 31Q: 3 clusters Score -2759063 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
Score: -2759145.750000 Penalty: 2971.857910
	Iteration 32Q: 3 clusters Score -2759146 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -2759233.750000 Penalty: 2971.857910
	Iteration 33Q: 3 clusters Score -2759234 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -2759286.750000 Penalty: 2971.857910
	Iteration 34Q: 3 clusters Score -2759287 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -2759342.750000 Penalty: 2971.857910
	Iteration 35Q: 3 clusters Score -2759343 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -2759383.000000 Penalty: 2971.857910
	Iteration 36Q: 3 clusters Score -2759383 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -2759422.500000 Penalty: 2971.857910
	Iteration 37Q: 3 clusters Score -2759422 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -2759451.250000 Penalty: 2971.857910
	Iteration 38Q: 3 clusters Score -2759451 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -2759487.250000 Penalty: 2971.857910
	Iteration 39Q: 3 clusters Score -2759487 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -2759519.500000 Penalty: 2971.857910
	Iteration 40F: 3 clusters Score -2759520 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
Score: -2759557.750000 Penalty: 2971.857910
	Iteration 41Q: 3 clusters Score -2759558 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -2759579.250000 Penalty: 2971.857910
	Iteration 42Q: 3 clusters Score -2759579 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -2759592.250000 Penalty: 2971.857910
	Iteration 43Q: 3 clusters Score -2759592 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -2759610.500000 Penalty: 2971.857910
	Iteration 44Q: 3 clusters Score -2759610 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -2759626.500000 Penalty: 2971.857910
	Iteration 45Q: 3 clusters Score -2759626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 20981 members 
Entering Unmasked Estep 
Score: -2759633.000000 Penalty: 2971.857910
	Iteration 46Q: 3 clusters Score -2759633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 20987 members 
Entering Unmasked Estep 
Score: -2759635.750000 Penalty: 2971.857910
	Iteration 47Q: 3 clusters Score -2759636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 20994 members 
Entering Unmasked Estep 
Score: -2759643.750000 Penalty: 2971.857910
	Iteration 48Q: 3 clusters Score -2759644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -2759642.750000 Penalty: 2971.857910
	Iteration 49Q: 3 clusters Score -2759643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -2759642.250000 Penalty: 2971.857910
	Iteration 50Q: 3 clusters Score -2759642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -2759642.250000 Penalty: 2971.857910
	Iteration 51F: 3 clusters Score -2759642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Entering Unmasked Estep 
Score: -884799.312500 Penalty: 1316.722290
	Iteration 0F: 2 clusters Score -884799.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -879867.375000 Penalty: 2633.444580
	Iteration 0F: 3 clusters Score -879867.4 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -881326.062500 Penalty: 2633.444580
	Iteration 1F: 3 clusters Score -881326.1 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -881575.875000 Penalty: 2633.444580
	Iteration 2F: 3 clusters Score -881575.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -881744.187500 Penalty: 2633.444580
	Iteration 3Q: 3 clusters Score -881744.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -881872.062500 Penalty: 2633.444580
	Iteration 4Q: 3 clusters Score -881872.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -881970.250000 Penalty: 2633.444580
	Iteration 5Q: 3 clusters Score -881970.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -882059.312500 Penalty: 2633.444580
	Iteration 6Q: 3 clusters Score -882059.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -882151.562500 Penalty: 2633.444580
	Iteration 7Q: 3 clusters Score -882151.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -882238.187500 Penalty: 2633.444580
	Iteration 8Q: 3 clusters Score -882238.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -882305.937500 Penalty: 2633.444580
	Iteration 9Q: 3 clusters Score -882305.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -882381.125000 Penalty: 2633.444580
	Iteration 10Q: 3 clusters Score -882381.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -882458.250000 Penalty: 2633.444580
	Iteration 11Q: 3 clusters Score -882458.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -882533.875000 Penalty: 2633.444580
	Iteration 12Q: 3 clusters Score -882533.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -882598.625000 Penalty: 2633.444580
	Iteration 13Q: 3 clusters Score -882598.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -882691.875000 Penalty: 2633.444580
	Iteration 14Q: 3 clusters Score -882691.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -882794.562500 Penalty: 2633.444580
	Iteration 15Q: 3 clusters Score -882794.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -882879.500000 Penalty: 2633.444580
	Iteration 16Q: 3 clusters Score -882879.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -882948.000000 Penalty: 2633.444580
	Iteration 17Q: 3 clusters Score -882948 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -883015.562500 Penalty: 2633.444580
	Iteration 18Q: 3 clusters Score -883015.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -883086.625000 Penalty: 2633.444580
	Iteration 19Q: 3 clusters Score -883086.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -883163.562500 Penalty: 2633.444580
	Iteration 20F: 3 clusters Score -883163.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -883231.125000 Penalty: 2633.444580
	Iteration 21Q: 3 clusters Score -883231.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -883290.812500 Penalty: 2633.444580
	Iteration 22Q: 3 clusters Score -883290.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -883339.687500 Penalty: 2633.444580
	Iteration 23Q: 3 clusters Score -883339.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -883380.250000 Penalty: 2633.444580
	Iteration 24Q: 3 clusters Score -883380.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -883418.937500 Penalty: 2633.444580
	Iteration 25Q: 3 clusters Score -883418.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -883456.812500 Penalty: 2633.444580
	Iteration 26Q: 3 clusters Score -883456.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -883497.875000 Penalty: 2633.444580
	Iteration 27Q: 3 clusters Score -883497.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -883535.750000 Penalty: 2633.444580
	Iteration 28Q: 3 clusters Score -883535.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -883572.125000 Penalty: 2633.444580
	Iteration 29Q: 3 clusters Score -883572.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -883597.250000 Penalty: 2633.444580
	Iteration 30Q: 3 clusters Score -883597.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -883619.375000 Penalty: 2633.444580
	Iteration 31Q: 3 clusters Score -883619.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -883634.625000 Penalty: 2633.444580
	Iteration 32Q: 3 clusters Score -883634.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -883646.875000 Penalty: 2633.444580
	Iteration 33Q: 3 clusters Score -883646.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -883656.062500 Penalty: 2633.444580
	Iteration 34Q: 3 clusters Score -883656.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -883665.000000 Penalty: 2633.444580
	Iteration 35Q: 3 clusters Score -883665 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -883670.750000 Penalty: 2633.444580
	Iteration 36Q: 3 clusters Score -883670.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -883676.625000 Penalty: 2633.444580
	Iteration 37Q: 3 clusters Score -883676.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -883681.437500 Penalty: 2633.444580
	Iteration 38Q: 3 clusters Score -883681.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -883681.250000 Penalty: 2633.444580
	Iteration 39Q: 3 clusters Score -883681.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -883684.875000 Penalty: 2633.444580
	Iteration 40F: 3 clusters Score -883684.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -883685.937500 Penalty: 2633.444580
	Iteration 41Q: 3 clusters Score -883685.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -883688.500000 Penalty: 2633.444580
	Iteration 42Q: 3 clusters Score -883688.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -883689.750000 Penalty: 2633.444580
	Iteration 43Q: 3 clusters Score -883689.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -883690.937500 Penalty: 2633.444580
	Iteration 44Q: 3 clusters Score -883690.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -883691.875000 Penalty: 2633.444580
	Iteration 45Q: 3 clusters Score -883691.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -883694.187500 Penalty: 2633.444580
	Iteration 46Q: 3 clusters Score -883694.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -883696.437500 Penalty: 2633.444580
	Iteration 47Q: 3 clusters Score -883696.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -883696.500000 Penalty: 2633.444580
	Iteration 48Q: 3 clusters Score -883696.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -883695.437500 Penalty: 2633.444580
	Iteration 49Q: 3 clusters Score -883695.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -883700.875000 Penalty: 2633.444580
	Iteration 50Q: 3 clusters Score -883700.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -883706.125000 Penalty: 2633.444580
	Iteration 51Q: 3 clusters Score -883706.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -883708.750000 Penalty: 2633.444580
	Iteration 52Q: 3 clusters Score -883708.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -883712.312500 Penalty: 2633.444580
	Iteration 53Q: 3 clusters Score -883712.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -883718.687500 Penalty: 2633.444580
	Iteration 54Q: 3 clusters Score -883718.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -883726.187500 Penalty: 2633.444580
	Iteration 55Q: 3 clusters Score -883726.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -883730.875000 Penalty: 2633.444580
	Iteration 56Q: 3 clusters Score -883730.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -883734.562500 Penalty: 2633.444580
	Iteration 57Q: 3 clusters Score -883734.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -883736.562500 Penalty: 2633.444580
	Iteration 58Q: 3 clusters Score -883736.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -883737.062500 Penalty: 2633.444580
	Iteration 59Q: 3 clusters Score -883737.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -883737.250000 Penalty: 2633.444580
	Iteration 60F: 3 clusters Score -883737.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -883738.125000 Penalty: 2633.444580
	Iteration 61Q: 3 clusters Score -883738.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -883737.812500 Penalty: 2633.444580
	Iteration 62Q: 3 clusters Score -883737.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -883737.812500 Penalty: 2633.444580
	Iteration 63F: 3 clusters Score -883737.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (27054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27054 members 
Entering Unmasked Estep 
Score: -3314485.250000 Penalty: 1518.591919
	Iteration 0F: 2 clusters Score -3314485 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -3296784.750000 Penalty: 3037.183838
	Iteration 0F: 3 clusters Score -3296785 nChanged 12183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -3303351.000000 Penalty: 3037.183838
	Iteration 1F: 3 clusters Score -3303351 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -3303829.000000 Penalty: 3037.183838
	Iteration 2Q: 3 clusters Score -3303829 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -3304319.750000 Penalty: 3037.183838
	Iteration 3Q: 3 clusters Score -3304320 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -3304863.000000 Penalty: 3037.183838
	Iteration 4Q: 3 clusters Score -3304863 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -3305549.750000 Penalty: 3037.183838
	Iteration 5Q: 3 clusters Score -3305550 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -3306412.000000 Penalty: 3037.183838
	Iteration 6Q: 3 clusters Score -3306412 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -3307395.250000 Penalty: 3037.183838
	Iteration 7F: 3 clusters Score -3307395 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -3308497.000000 Penalty: 3037.183838
	Iteration 8F: 3 clusters Score -3308497 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22333 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -3309731.750000 Penalty: 3037.183838
	Iteration 9F: 3 clusters Score -3309732 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23571 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -3310811.500000 Penalty: 3037.183838
	Iteration 10Q: 3 clusters Score -3310812 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24567 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -3311666.250000 Penalty: 3037.183838
	Iteration 11Q: 3 clusters Score -3311666 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25257 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -3312268.500000 Penalty: 3037.183838
	Iteration 12Q: 3 clusters Score -3312268 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -3312613.500000 Penalty: 3037.183838
	Iteration 13Q: 3 clusters Score -3312614 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25945 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -3312835.250000 Penalty: 3037.183838
	Iteration 14Q: 3 clusters Score -3312835 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26112 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -3312976.750000 Penalty: 3037.183838
	Iteration 15Q: 3 clusters Score -3312977 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26218 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -3313061.500000 Penalty: 3037.183838
	Iteration 16Q: 3 clusters Score -3313062 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26298 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -3313137.000000 Penalty: 3037.183838
	Iteration 17Q: 3 clusters Score -3313137 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26349 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -3313182.250000 Penalty: 3037.183838
	Iteration 18Q: 3 clusters Score -3313182 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26391 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -3313211.500000 Penalty: 3037.183838
	Iteration 19Q: 3 clusters Score -3313212 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26421 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -3313236.000000 Penalty: 3037.183838
	Iteration 20F: 3 clusters Score -3313236 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26454 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -3313264.500000 Penalty: 3037.183838
	Iteration 21Q: 3 clusters Score -3313264 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26473 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -3313297.250000 Penalty: 3037.183838
	Iteration 22Q: 3 clusters Score -3313297 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26484 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -3313320.500000 Penalty: 3037.183838
	Iteration 23Q: 3 clusters Score -3313320 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26494 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -3313343.000000 Penalty: 3037.183838
	Iteration 24Q: 3 clusters Score -3313343 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26497 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -3313357.000000 Penalty: 3037.183838
	Iteration 25Q: 3 clusters Score -3313357 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26508 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -3313366.750000 Penalty: 3037.183838
	Iteration 26Q: 3 clusters Score -3313367 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26513 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -3313377.250000 Penalty: 3037.183838
	Iteration 27Q: 3 clusters Score -3313377 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26521 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -3313383.000000 Penalty: 3037.183838
	Iteration 28Q: 3 clusters Score -3313383 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26529 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -3313390.250000 Penalty: 3037.183838
	Iteration 29Q: 3 clusters Score -3313390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26530 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -3313394.500000 Penalty: 3037.183838
	Iteration 30Q: 3 clusters Score -3313394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26531 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -3313397.750000 Penalty: 3037.183838
	Iteration 31Q: 3 clusters Score -3313398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26531 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -3313397.750000 Penalty: 3037.183838
	Iteration 32F: 3 clusters Score -3313398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (34985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34985 members 
Entering Unmasked Estep 
Score: -4397048.000000 Penalty: 1556.846069
	Iteration 0F: 2 clusters Score -4397048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -4374450.500000 Penalty: 3113.692139
	Iteration 0F: 3 clusters Score -4374450 nChanged 15831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -4383024.500000 Penalty: 3113.692139
	Iteration 1F: 3 clusters Score -4383024 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -4383535.500000 Penalty: 3113.692139
	Iteration 2Q: 3 clusters Score -4383536 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -4384046.000000 Penalty: 3113.692139
	Iteration 3Q: 3 clusters Score -4384046 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 20127 members 
Entering Unmasked Estep 
Score: -4384520.500000 Penalty: 3113.692139
	Iteration 4Q: 3 clusters Score -4384520 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -4385105.500000 Penalty: 3113.692139
	Iteration 5Q: 3 clusters Score -4385106 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 22527 members 
Entering Unmasked Estep 
Score: -4385836.000000 Penalty: 3113.692139
	Iteration 6Q: 3 clusters Score -4385836 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 24177 members 
Entering Unmasked Estep 
Score: -4386789.500000 Penalty: 3113.692139
	Iteration 7Q: 3 clusters Score -4386790 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 26265 members 
Entering Unmasked Estep 
Score: -4388188.000000 Penalty: 3113.692139
	Iteration 8F: 3 clusters Score -4388188 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 28709 members 
Entering Unmasked Estep 
Score: -4390128.500000 Penalty: 3113.692139
	Iteration 9F: 3 clusters Score -4390128 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 31113 members 
Entering Unmasked Estep 
Score: -4392257.000000 Penalty: 3113.692139
	Iteration 10F: 3 clusters Score -4392257 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 32938 members 
Entering Unmasked Estep 
Score: -4393950.500000 Penalty: 3113.692139
	Iteration 11F: 3 clusters Score -4393950 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 34010 members 
Entering Unmasked Estep 
Score: -4394948.000000 Penalty: 3113.692139
	Iteration 12Q: 3 clusters Score -4394948 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 34476 members 
Entering Unmasked Estep 
Score: -4395388.000000 Penalty: 3113.692139
	Iteration 13Q: 3 clusters Score -4395388 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 34625 members 
Entering Unmasked Estep 
Score: -4395565.000000 Penalty: 3113.692139
	Iteration 14Q: 3 clusters Score -4395565 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 34681 members 
Entering Unmasked Estep 
Score: -4395651.000000 Penalty: 3113.692139
	Iteration 15Q: 3 clusters Score -4395651 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 34713 members 
Entering Unmasked Estep 
Score: -4395708.000000 Penalty: 3113.692139
	Iteration 16Q: 3 clusters Score -4395708 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 34726 members 
Entering Unmasked Estep 
Score: -4395736.000000 Penalty: 3113.692139
	Iteration 17Q: 3 clusters Score -4395736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 34730 members 
Entering Unmasked Estep 
Score: -4395746.500000 Penalty: 3113.692139
	Iteration 18Q: 3 clusters Score -4395746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 34732 members 
Entering Unmasked Estep 
Score: -4395750.500000 Penalty: 3113.692139
	Iteration 19Q: 3 clusters Score -4395750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 34730 members 
Entering Unmasked Estep 
Score: -4395755.500000 Penalty: 3113.692139
	Iteration 20F: 3 clusters Score -4395756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 34733 members 
Entering Unmasked Estep 
Score: -4395766.500000 Penalty: 3113.692139
	Iteration 21Q: 3 clusters Score -4395766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 34734 members 
Entering Unmasked Estep 
Score: -4395771.000000 Penalty: 3113.692139
	Iteration 22Q: 3 clusters Score -4395771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 34735 members 
Entering Unmasked Estep 
Score: -4395778.000000 Penalty: 3113.692139
	Iteration 23Q: 3 clusters Score -4395778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 34735 members 
Entering Unmasked Estep 
Score: -4395779.000000 Penalty: 3113.692139
	Iteration 24Q: 3 clusters Score -4395779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 34736 members 
Entering Unmasked Estep 
Score: -4395784.000000 Penalty: 3113.692139
	Iteration 25Q: 3 clusters Score -4395784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 34738 members 
Entering Unmasked Estep 
Score: -4395788.500000 Penalty: 3113.692139
	Iteration 26Q: 3 clusters Score -4395788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 34740 members 
Entering Unmasked Estep 
Score: -4395794.500000 Penalty: 3113.692139
	Iteration 27Q: 3 clusters Score -4395794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 34738 members 
Entering Unmasked Estep 
Score: -4395791.000000 Penalty: 3113.692139
	Iteration 28Q: 3 clusters Score -4395791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 34737 members 
Entering Unmasked Estep 
Score: -4395793.500000 Penalty: 3113.692139
	Iteration 29Q: 3 clusters Score -4395794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 34736 members 
Entering Unmasked Estep 
Score: -4395794.000000 Penalty: 3113.692139
	Iteration 30Q: 3 clusters Score -4395794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 34737 members 
Entering Unmasked Estep 
Score: -4395796.000000 Penalty: 3113.692139
	Iteration 31Q: 3 clusters Score -4395796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 34737 members 
Entering Unmasked Estep 
Score: -4395796.000000 Penalty: 3113.692139
	Iteration 32F: 3 clusters Score -4395796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (50704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50704 members 
Entering Unmasked Estep 
Score: -6469938.500000 Penalty: 1612.063599
	Iteration 0F: 2 clusters Score -6469938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25276 members 
Mstep: Class 2 contains 25428 members 
Entering Unmasked Estep 
Score: -6437691.000000 Penalty: 3224.127197
	Iteration 0F: 3 clusters Score -6437691 nChanged 23539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24705 members 
Mstep: Class 2 contains 25999 members 
Entering Unmasked Estep 
Score: -6450544.000000 Penalty: 3224.127197
	Iteration 1F: 3 clusters Score -6450544 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24234 members 
Mstep: Class 2 contains 26470 members 
Entering Unmasked Estep 
Score: -6451110.000000 Penalty: 3224.127197
	Iteration 2Q: 3 clusters Score -6451110 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 27181 members 
Entering Unmasked Estep 
Score: -6451616.000000 Penalty: 3224.127197
	Iteration 3Q: 3 clusters Score -6451616 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22417 members 
Mstep: Class 2 contains 28287 members 
Entering Unmasked Estep 
Score: -6452200.000000 Penalty: 3224.127197
	Iteration 4Q: 3 clusters Score -6452200 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 29913 members 
Entering Unmasked Estep 
Score: -6452961.500000 Penalty: 3224.127197
	Iteration 5Q: 3 clusters Score -6452962 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 32153 members 
Entering Unmasked Estep 
Score: -6454166.500000 Penalty: 3224.127197
	Iteration 6Q: 3 clusters Score -6454166 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 35071 members 
Entering Unmasked Estep 
Score: -6456015.000000 Penalty: 3224.127197
	Iteration 7F: 3 clusters Score -6456015 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 38535 members 
Entering Unmasked Estep 
Score: -6458546.000000 Penalty: 3224.127197
	Iteration 8F: 3 clusters Score -6458546 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 42297 members 
Entering Unmasked Estep 
Score: -6461547.500000 Penalty: 3224.127197
	Iteration 9F: 3 clusters Score -6461548 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 45587 members 
Entering Unmasked Estep 
Score: -6464324.500000 Penalty: 3224.127197
	Iteration 10F: 3 clusters Score -6464324 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 47989 members 
Entering Unmasked Estep 
Score: -6466338.500000 Penalty: 3224.127197
	Iteration 11Q: 3 clusters Score -6466338 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 49365 members 
Entering Unmasked Estep 
Score: -6467568.000000 Penalty: 3224.127197
	Iteration 12Q: 3 clusters Score -6467568 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 49986 members 
Entering Unmasked Estep 
Score: -6468174.000000 Penalty: 3224.127197
	Iteration 13Q: 3 clusters Score -6468174 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 50229 members 
Entering Unmasked Estep 
Score: -6468402.500000 Penalty: 3224.127197
	Iteration 14Q: 3 clusters Score -6468402 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 50327 members 
Entering Unmasked Estep 
Score: -6468530.500000 Penalty: 3224.127197
	Iteration 15Q: 3 clusters Score -6468530 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 50372 members 
Entering Unmasked Estep 
Score: -6468586.500000 Penalty: 3224.127197
	Iteration 16Q: 3 clusters Score -6468586 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 50389 members 
Entering Unmasked Estep 
Score: -6468616.000000 Penalty: 3224.127197
	Iteration 17Q: 3 clusters Score -6468616 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 50399 members 
Entering Unmasked Estep 
Score: -6468635.500000 Penalty: 3224.127197
	Iteration 18Q: 3 clusters Score -6468636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 50403 members 
Entering Unmasked Estep 
Score: -6468647.000000 Penalty: 3224.127197
	Iteration 19Q: 3 clusters Score -6468647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 50406 members 
Entering Unmasked Estep 
Score: -6468658.500000 Penalty: 3224.127197
	Iteration 20F: 3 clusters Score -6468658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 50410 members 
Entering Unmasked Estep 
Score: -6468658.000000 Penalty: 3224.127197
	Iteration 21Q: 3 clusters Score -6468658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 50414 members 
Entering Unmasked Estep 
Score: -6468664.500000 Penalty: 3224.127197
	Iteration 22Q: 3 clusters Score -6468664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 50415 members 
Entering Unmasked Estep 
Score: -6468660.000000 Penalty: 3224.127197
	Iteration 23Q: 3 clusters Score -6468660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 50417 members 
Entering Unmasked Estep 
Score: -6468662.000000 Penalty: 3224.127197
	Iteration 24Q: 3 clusters Score -6468662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 50417 members 
Entering Unmasked Estep 
Score: -6468662.000000 Penalty: 3224.127197
	Iteration 25F: 3 clusters Score -6468662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (24131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24131 members 
Entering Unmasked Estep 
Score: -3013260.750000 Penalty: 1501.578369
	Iteration 0F: 2 clusters Score -3013261 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -2997516.500000 Penalty: 3003.156738
	Iteration 0F: 3 clusters Score -2997516 nChanged 10681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -3003289.250000 Penalty: 3003.156738
	Iteration 1F: 3 clusters Score -3003289 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -3003670.750000 Penalty: 3003.156738
	Iteration 2Q: 3 clusters Score -3003671 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -3003982.250000 Penalty: 3003.156738
	Iteration 3Q: 3 clusters Score -3003982 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -3004300.000000 Penalty: 3003.156738
	Iteration 4Q: 3 clusters Score -3004300 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -3004612.500000 Penalty: 3003.156738
	Iteration 5Q: 3 clusters Score -3004612 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -3004998.500000 Penalty: 3003.156738
	Iteration 6Q: 3 clusters Score -3004998 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -3005534.000000 Penalty: 3003.156738
	Iteration 7Q: 3 clusters Score -3005534 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -3006305.500000 Penalty: 3003.156738
	Iteration 8F: 3 clusters Score -3006306 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -3007337.750000 Penalty: 3003.156738
	Iteration 9F: 3 clusters Score -3007338 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20298 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -3008628.000000 Penalty: 3003.156738
	Iteration 10F: 3 clusters Score -3008628 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -3009934.500000 Penalty: 3003.156738
	Iteration 11F: 3 clusters Score -3009934 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22824 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -3010935.500000 Penalty: 3003.156738
	Iteration 12Q: 3 clusters Score -3010936 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -3011499.250000 Penalty: 3003.156738
	Iteration 13Q: 3 clusters Score -3011499 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -3011775.250000 Penalty: 3003.156738
	Iteration 14Q: 3 clusters Score -3011775 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -3011884.750000 Penalty: 3003.156738
	Iteration 15Q: 3 clusters Score -3011885 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3011954.250000 Penalty: 3003.156738
	Iteration 16Q: 3 clusters Score -3011954 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23812 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -3011990.750000 Penalty: 3003.156738
	Iteration 17Q: 3 clusters Score -3011991 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23828 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -3012002.750000 Penalty: 3003.156738
	Iteration 18Q: 3 clusters Score -3012003 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -3012010.000000 Penalty: 3003.156738
	Iteration 19Q: 3 clusters Score -3012010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23845 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -3012025.250000 Penalty: 3003.156738
	Iteration 20F: 3 clusters Score -3012025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23849 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -3012032.250000 Penalty: 3003.156738
	Iteration 21Q: 3 clusters Score -3012032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23857 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -3012044.250000 Penalty: 3003.156738
	Iteration 22Q: 3 clusters Score -3012044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23861 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -3012047.000000 Penalty: 3003.156738
	Iteration 23Q: 3 clusters Score -3012047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23864 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -3012051.750000 Penalty: 3003.156738
	Iteration 24Q: 3 clusters Score -3012052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23868 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -3012055.500000 Penalty: 3003.156738
	Iteration 25Q: 3 clusters Score -3012056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -3012071.250000 Penalty: 3003.156738
	Iteration 26Q: 3 clusters Score -3012071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23882 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -3012086.000000 Penalty: 3003.156738
	Iteration 27Q: 3 clusters Score -3012086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23885 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -3012091.250000 Penalty: 3003.156738
	Iteration 28Q: 3 clusters Score -3012091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23886 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -3012094.750000 Penalty: 3003.156738
	Iteration 29Q: 3 clusters Score -3012095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23887 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -3012096.250000 Penalty: 3003.156738
	Iteration 30Q: 3 clusters Score -3012096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23888 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -3012096.250000 Penalty: 3003.156738
	Iteration 31Q: 3 clusters Score -3012096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23889 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -3012097.000000 Penalty: 3003.156738
	Iteration 32Q: 3 clusters Score -3012097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23891 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -3012103.500000 Penalty: 3003.156738
	Iteration 33Q: 3 clusters Score -3012104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23891 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -3012103.500000 Penalty: 3003.156738
	Iteration 34Q: 3 clusters Score -3012104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23889 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -3012108.750000 Penalty: 3003.156738
	Iteration 35Q: 3 clusters Score -3012109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23889 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -3012108.750000 Penalty: 3003.156738
	Iteration 36F: 3 clusters Score -3012109 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Entering Unmasked Estep 
Score: -2223219.500000 Penalty: 1459.907715
	Iteration 0F: 2 clusters Score -2223220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -2211191.000000 Penalty: 2919.815430
	Iteration 0F: 3 clusters Score -2211191 nChanged 7985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -2215376.000000 Penalty: 2919.815430
	Iteration 1F: 3 clusters Score -2215376 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -2215752.250000 Penalty: 2919.815430
	Iteration 2F: 3 clusters Score -2215752 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -2216051.750000 Penalty: 2919.815430
	Iteration 3Q: 3 clusters Score -2216052 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -2216258.000000 Penalty: 2919.815430
	Iteration 4Q: 3 clusters Score -2216258 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -2216489.250000 Penalty: 2919.815430
	Iteration 5Q: 3 clusters Score -2216489 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -2216722.000000 Penalty: 2919.815430
	Iteration 6Q: 3 clusters Score -2216722 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -2216971.000000 Penalty: 2919.815430
	Iteration 7Q: 3 clusters Score -2216971 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -2217255.500000 Penalty: 2919.815430
	Iteration 8Q: 3 clusters Score -2217256 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -2217592.750000 Penalty: 2919.815430
	Iteration 9Q: 3 clusters Score -2217593 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -2217997.000000 Penalty: 2919.815430
	Iteration 10Q: 3 clusters Score -2217997 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -2218436.750000 Penalty: 2919.815430
	Iteration 11Q: 3 clusters Score -2218437 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -2218872.000000 Penalty: 2919.815430
	Iteration 12Q: 3 clusters Score -2218872 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -2219238.250000 Penalty: 2919.815430
	Iteration 13Q: 3 clusters Score -2219238 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -2219539.000000 Penalty: 2919.815430
	Iteration 14Q: 3 clusters Score -2219539 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -2219771.250000 Penalty: 2919.815430
	Iteration 15Q: 3 clusters Score -2219771 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -2219958.750000 Penalty: 2919.815430
	Iteration 16Q: 3 clusters Score -2219959 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -2220101.500000 Penalty: 2919.815430
	Iteration 17Q: 3 clusters Score -2220102 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -2220236.750000 Penalty: 2919.815430
	Iteration 18Q: 3 clusters Score -2220237 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -2220343.500000 Penalty: 2919.815430
	Iteration 19Q: 3 clusters Score -2220344 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -2220413.750000 Penalty: 2919.815430
	Iteration 20F: 3 clusters Score -2220414 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -2220469.750000 Penalty: 2919.815430
	Iteration 21Q: 3 clusters Score -2220470 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -2220505.750000 Penalty: 2919.815430
	Iteration 22Q: 3 clusters Score -2220506 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -2220527.750000 Penalty: 2919.815430
	Iteration 23Q: 3 clusters Score -2220528 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -2220539.250000 Penalty: 2919.815430
	Iteration 24Q: 3 clusters Score -2220539 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -2220559.500000 Penalty: 2919.815430
	Iteration 25Q: 3 clusters Score -2220560 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -2220563.250000 Penalty: 2919.815430
	Iteration 26Q: 3 clusters Score -2220563 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -2220576.750000 Penalty: 2919.815430
	Iteration 27Q: 3 clusters Score -2220577 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -2220582.000000 Penalty: 2919.815430
	Iteration 28Q: 3 clusters Score -2220582 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -2220582.750000 Penalty: 2919.815430
	Iteration 29Q: 3 clusters Score -2220583 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -2220587.750000 Penalty: 2919.815430
	Iteration 30Q: 3 clusters Score -2220588 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -2220594.250000 Penalty: 2919.815430
	Iteration 31Q: 3 clusters Score -2220594 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -2220592.000000 Penalty: 2919.815430
	Iteration 32Q: 3 clusters Score -2220592 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -2220600.000000 Penalty: 2919.815430
	Iteration 33Q: 3 clusters Score -2220600 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -2220606.000000 Penalty: 2919.815430
	Iteration 34Q: 3 clusters Score -2220606 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -2220606.500000 Penalty: 2919.815430
	Iteration 35Q: 3 clusters Score -2220606 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -2220617.000000 Penalty: 2919.815430
	Iteration 36Q: 3 clusters Score -2220617 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -2220616.500000 Penalty: 2919.815430
	Iteration 37Q: 3 clusters Score -2220616 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -2220610.500000 Penalty: 2919.815430
	Iteration 38Q: 3 clusters Score -2220610 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -2220611.750000 Penalty: 2919.815430
	Iteration 39Q: 3 clusters Score -2220612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -2220615.500000 Penalty: 2919.815430
	Iteration 40F: 3 clusters Score -2220616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -2220614.000000 Penalty: 2919.815430
	Iteration 41Q: 3 clusters Score -2220614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -2220614.250000 Penalty: 2919.815430
	Iteration 42Q: 3 clusters Score -2220614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -2220613.000000 Penalty: 2919.815430
	Iteration 43Q: 3 clusters Score -2220613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -2220617.000000 Penalty: 2919.815430
	Iteration 44Q: 3 clusters Score -2220617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -2220617.250000 Penalty: 2919.815430
	Iteration 45Q: 3 clusters Score -2220617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -2220620.000000 Penalty: 2919.815430
	Iteration 46Q: 3 clusters Score -2220620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -2220621.000000 Penalty: 2919.815430
	Iteration 47Q: 3 clusters Score -2220621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -2220621.000000 Penalty: 2919.815430
	Iteration 48F: 3 clusters Score -2220621 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Entering Unmasked Estep 
Score: -1068279.375000 Penalty: 1353.041382
	Iteration 0F: 2 clusters Score -1068279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1062250.750000 Penalty: 2706.082764
	Iteration 0F: 3 clusters Score -1062251 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1064312.250000 Penalty: 2706.082764
	Iteration 1F: 3 clusters Score -1064312 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1064573.750000 Penalty: 2706.082764
	Iteration 2F: 3 clusters Score -1064574 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1064744.125000 Penalty: 2706.082764
	Iteration 3Q: 3 clusters Score -1064744 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1064884.125000 Penalty: 2706.082764
	Iteration 4Q: 3 clusters Score -1064884 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1065006.750000 Penalty: 2706.082764
	Iteration 5Q: 3 clusters Score -1065007 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1065127.625000 Penalty: 2706.082764
	Iteration 6Q: 3 clusters Score -1065128 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1065230.125000 Penalty: 2706.082764
	Iteration 7Q: 3 clusters Score -1065230 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1065320.500000 Penalty: 2706.082764
	Iteration 8Q: 3 clusters Score -1065320 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1065418.500000 Penalty: 2706.082764
	Iteration 9Q: 3 clusters Score -1065418 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1065523.625000 Penalty: 2706.082764
	Iteration 10Q: 3 clusters Score -1065524 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1065617.375000 Penalty: 2706.082764
	Iteration 11Q: 3 clusters Score -1065617 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1065731.750000 Penalty: 2706.082764
	Iteration 12Q: 3 clusters Score -1065732 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1065838.250000 Penalty: 2706.082764
	Iteration 13Q: 3 clusters Score -1065838 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1065948.125000 Penalty: 2706.082764
	Iteration 14Q: 3 clusters Score -1065948 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1066043.750000 Penalty: 2706.082764
	Iteration 15Q: 3 clusters Score -1066044 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1066142.500000 Penalty: 2706.082764
	Iteration 16Q: 3 clusters Score -1066142 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1066239.750000 Penalty: 2706.082764
	Iteration 17Q: 3 clusters Score -1066240 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1066336.125000 Penalty: 2706.082764
	Iteration 18Q: 3 clusters Score -1066336 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1066436.250000 Penalty: 2706.082764
	Iteration 19Q: 3 clusters Score -1066436 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1066522.375000 Penalty: 2706.082764
	Iteration 20F: 3 clusters Score -1066522 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1066608.250000 Penalty: 2706.082764
	Iteration 21Q: 3 clusters Score -1066608 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1066678.000000 Penalty: 2706.082764
	Iteration 22Q: 3 clusters Score -1066678 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1066738.500000 Penalty: 2706.082764
	Iteration 23Q: 3 clusters Score -1066738 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1066791.750000 Penalty: 2706.082764
	Iteration 24Q: 3 clusters Score -1066792 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1066834.250000 Penalty: 2706.082764
	Iteration 25Q: 3 clusters Score -1066834 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1066881.125000 Penalty: 2706.082764
	Iteration 26Q: 3 clusters Score -1066881 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1066914.375000 Penalty: 2706.082764
	Iteration 27Q: 3 clusters Score -1066914 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1066943.500000 Penalty: 2706.082764
	Iteration 28Q: 3 clusters Score -1066944 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1066971.250000 Penalty: 2706.082764
	Iteration 29Q: 3 clusters Score -1066971 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1066993.625000 Penalty: 2706.082764
	Iteration 30Q: 3 clusters Score -1066994 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1067010.625000 Penalty: 2706.082764
	Iteration 31Q: 3 clusters Score -1067011 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1067022.250000 Penalty: 2706.082764
	Iteration 32Q: 3 clusters Score -1067022 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1067043.000000 Penalty: 2706.082764
	Iteration 33Q: 3 clusters Score -1067043 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1067065.375000 Penalty: 2706.082764
	Iteration 34Q: 3 clusters Score -1067065 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1067083.750000 Penalty: 2706.082764
	Iteration 35Q: 3 clusters Score -1067084 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1067098.250000 Penalty: 2706.082764
	Iteration 36Q: 3 clusters Score -1067098 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1067108.875000 Penalty: 2706.082764
	Iteration 37Q: 3 clusters Score -1067109 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1067120.375000 Penalty: 2706.082764
	Iteration 38Q: 3 clusters Score -1067120 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1067133.625000 Penalty: 2706.082764
	Iteration 39Q: 3 clusters Score -1067134 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1067148.250000 Penalty: 2706.082764
	Iteration 40F: 3 clusters Score -1067148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1067152.250000 Penalty: 2706.082764
	Iteration 41Q: 3 clusters Score -1067152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1067155.875000 Penalty: 2706.082764
	Iteration 42Q: 3 clusters Score -1067156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1067158.125000 Penalty: 2706.082764
	Iteration 43Q: 3 clusters Score -1067158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1067159.625000 Penalty: 2706.082764
	Iteration 44Q: 3 clusters Score -1067160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1067162.375000 Penalty: 2706.082764
	Iteration 45Q: 3 clusters Score -1067162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1067163.125000 Penalty: 2706.082764
	Iteration 46Q: 3 clusters Score -1067163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1067165.875000 Penalty: 2706.082764
	Iteration 47Q: 3 clusters Score -1067166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1067166.500000 Penalty: 2706.082764
	Iteration 48Q: 3 clusters Score -1067166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1067167.375000 Penalty: 2706.082764
	Iteration 49Q: 3 clusters Score -1067167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1067168.875000 Penalty: 2706.082764
	Iteration 50Q: 3 clusters Score -1067169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1067171.250000 Penalty: 2706.082764
	Iteration 51Q: 3 clusters Score -1067171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1067172.750000 Penalty: 2706.082764
	Iteration 52Q: 3 clusters Score -1067173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1067173.375000 Penalty: 2706.082764
	Iteration 53Q: 3 clusters Score -1067173 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1067173.375000 Penalty: 2706.082764
	Iteration 54F: 3 clusters Score -1067173 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (72628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72628 members 
Entering Unmasked Estep 
Score: -9143572.000000 Penalty: 1665.534180
	Iteration 0F: 2 clusters Score -9143572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36380 members 
Mstep: Class 2 contains 36248 members 
Entering Unmasked Estep 
Score: -9099774.000000 Penalty: 3331.068359
	Iteration 0F: 3 clusters Score -9099774 nChanged 34000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36806 members 
Mstep: Class 2 contains 35822 members 
Entering Unmasked Estep 
Score: -9118892.000000 Penalty: 3331.068359
	Iteration 1F: 3 clusters Score -9118892 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36848 members 
Mstep: Class 2 contains 35780 members 
Entering Unmasked Estep 
Score: -9119603.000000 Penalty: 3331.068359
	Iteration 2Q: 3 clusters Score -9119603 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36895 members 
Mstep: Class 2 contains 35733 members 
Entering Unmasked Estep 
Score: -9120430.000000 Penalty: 3331.068359
	Iteration 3Q: 3 clusters Score -9120430 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36938 members 
Mstep: Class 2 contains 35690 members 
Entering Unmasked Estep 
Score: -9121326.000000 Penalty: 3331.068359
	Iteration 4Q: 3 clusters Score -9121326 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36985 members 
Mstep: Class 2 contains 35643 members 
Entering Unmasked Estep 
Score: -9122456.000000 Penalty: 3331.068359
	Iteration 5Q: 3 clusters Score -9122456 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37064 members 
Mstep: Class 2 contains 35564 members 
Entering Unmasked Estep 
Score: -9123779.000000 Penalty: 3331.068359
	Iteration 6Q: 3 clusters Score -9123779 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37273 members 
Mstep: Class 2 contains 35355 members 
Entering Unmasked Estep 
Score: -9125155.000000 Penalty: 3331.068359
	Iteration 7Q: 3 clusters Score -9125155 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37470 members 
Mstep: Class 2 contains 35158 members 
Entering Unmasked Estep 
Score: -9126479.000000 Penalty: 3331.068359
	Iteration 8Q: 3 clusters Score -9126479 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37809 members 
Mstep: Class 2 contains 34819 members 
Entering Unmasked Estep 
Score: -9127896.000000 Penalty: 3331.068359
	Iteration 9Q: 3 clusters Score -9127896 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38172 members 
Mstep: Class 2 contains 34456 members 
Entering Unmasked Estep 
Score: -9129347.000000 Penalty: 3331.068359
	Iteration 10Q: 3 clusters Score -9129347 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38604 members 
Mstep: Class 2 contains 34024 members 
Entering Unmasked Estep 
Score: -9130900.000000 Penalty: 3331.068359
	Iteration 11Q: 3 clusters Score -9130900 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38960 members 
Mstep: Class 2 contains 33668 members 
Entering Unmasked Estep 
Score: -9132778.000000 Penalty: 3331.068359
	Iteration 12Q: 3 clusters Score -9132778 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39091 members 
Mstep: Class 2 contains 33537 members 
Entering Unmasked Estep 
Score: -9135039.000000 Penalty: 3331.068359
	Iteration 13Q: 3 clusters Score -9135039 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39061 members 
Mstep: Class 2 contains 33567 members 
Entering Unmasked Estep 
Score: -9137046.000000 Penalty: 3331.068359
	Iteration 14Q: 3 clusters Score -9137046 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38858 members 
Mstep: Class 2 contains 33770 members 
Entering Unmasked Estep 
Score: -9138553.000000 Penalty: 3331.068359
	Iteration 15Q: 3 clusters Score -9138553 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38618 members 
Mstep: Class 2 contains 34010 members 
Entering Unmasked Estep 
Score: -9139459.000000 Penalty: 3331.068359
	Iteration 16Q: 3 clusters Score -9139459 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38451 members 
Mstep: Class 2 contains 34177 members 
Entering Unmasked Estep 
Score: -9140106.000000 Penalty: 3331.068359
	Iteration 17Q: 3 clusters Score -9140106 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38318 members 
Mstep: Class 2 contains 34310 members 
Entering Unmasked Estep 
Score: -9140614.000000 Penalty: 3331.068359
	Iteration 18Q: 3 clusters Score -9140614 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38163 members 
Mstep: Class 2 contains 34465 members 
Entering Unmasked Estep 
Score: -9140998.000000 Penalty: 3331.068359
	Iteration 19Q: 3 clusters Score -9140998 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38030 members 
Mstep: Class 2 contains 34598 members 
Entering Unmasked Estep 
Score: -9141424.000000 Penalty: 3331.068359
	Iteration 20F: 3 clusters Score -9141424 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37887 members 
Mstep: Class 2 contains 34741 members 
Entering Unmasked Estep 
Score: -9141732.000000 Penalty: 3331.068359
	Iteration 21Q: 3 clusters Score -9141732 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37712 members 
Mstep: Class 2 contains 34916 members 
Entering Unmasked Estep 
Score: -9142040.000000 Penalty: 3331.068359
	Iteration 22Q: 3 clusters Score -9142040 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37543 members 
Mstep: Class 2 contains 35085 members 
Entering Unmasked Estep 
Score: -9142265.000000 Penalty: 3331.068359
	Iteration 23Q: 3 clusters Score -9142265 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37440 members 
Mstep: Class 2 contains 35188 members 
Entering Unmasked Estep 
Score: -9142394.000000 Penalty: 3331.068359
	Iteration 24Q: 3 clusters Score -9142394 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37362 members 
Mstep: Class 2 contains 35266 members 
Entering Unmasked Estep 
Score: -9142457.000000 Penalty: 3331.068359
	Iteration 25Q: 3 clusters Score -9142457 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37303 members 
Mstep: Class 2 contains 35325 members 
Entering Unmasked Estep 
Score: -9142533.000000 Penalty: 3331.068359
	Iteration 26Q: 3 clusters Score -9142533 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37272 members 
Mstep: Class 2 contains 35356 members 
Entering Unmasked Estep 
Score: -9142592.000000 Penalty: 3331.068359
	Iteration 27Q: 3 clusters Score -9142592 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37250 members 
Mstep: Class 2 contains 35378 members 
Entering Unmasked Estep 
Score: -9142635.000000 Penalty: 3331.068359
	Iteration 28Q: 3 clusters Score -9142635 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37219 members 
Mstep: Class 2 contains 35409 members 
Entering Unmasked Estep 
Score: -9142629.000000 Penalty: 3331.068359
	Iteration 29Q: 3 clusters Score -9142629 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37190 members 
Mstep: Class 2 contains 35438 members 
Entering Unmasked Estep 
Score: -9142636.000000 Penalty: 3331.068359
	Iteration 30Q: 3 clusters Score -9142636 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37182 members 
Mstep: Class 2 contains 35446 members 
Entering Unmasked Estep 
Score: -9142660.000000 Penalty: 3331.068359
	Iteration 31Q: 3 clusters Score -9142660 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37168 members 
Mstep: Class 2 contains 35460 members 
Entering Unmasked Estep 
Score: -9142679.000000 Penalty: 3331.068359
	Iteration 32Q: 3 clusters Score -9142679 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37159 members 
Mstep: Class 2 contains 35469 members 
Entering Unmasked Estep 
Score: -9142695.000000 Penalty: 3331.068359
	Iteration 33Q: 3 clusters Score -9142695 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37148 members 
Mstep: Class 2 contains 35480 members 
Entering Unmasked Estep 
Score: -9142692.000000 Penalty: 3331.068359
	Iteration 34Q: 3 clusters Score -9142692 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37141 members 
Mstep: Class 2 contains 35487 members 
Entering Unmasked Estep 
Score: -9142690.000000 Penalty: 3331.068359
	Iteration 35Q: 3 clusters Score -9142690 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37126 members 
Mstep: Class 2 contains 35502 members 
Entering Unmasked Estep 
Score: -9142720.000000 Penalty: 3331.068359
	Iteration 36Q: 3 clusters Score -9142720 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37113 members 
Mstep: Class 2 contains 35515 members 
Entering Unmasked Estep 
Score: -9142711.000000 Penalty: 3331.068359
	Iteration 37Q: 3 clusters Score -9142711 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37101 members 
Mstep: Class 2 contains 35527 members 
Entering Unmasked Estep 
Score: -9142716.000000 Penalty: 3331.068359
	Iteration 38Q: 3 clusters Score -9142716 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37098 members 
Mstep: Class 2 contains 35530 members 
Entering Unmasked Estep 
Score: -9142722.000000 Penalty: 3331.068359
	Iteration 39Q: 3 clusters Score -9142722 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37110 members 
Mstep: Class 2 contains 35518 members 
Entering Unmasked Estep 
Score: -9142714.000000 Penalty: 3331.068359
	Iteration 40F: 3 clusters Score -9142714 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37118 members 
Mstep: Class 2 contains 35510 members 
Entering Unmasked Estep 
Score: -9142719.000000 Penalty: 3331.068359
	Iteration 41Q: 3 clusters Score -9142719 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37125 members 
Mstep: Class 2 contains 35503 members 
Entering Unmasked Estep 
Score: -9142712.000000 Penalty: 3331.068359
	Iteration 42Q: 3 clusters Score -9142712 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37136 members 
Mstep: Class 2 contains 35492 members 
Entering Unmasked Estep 
Score: -9142707.000000 Penalty: 3331.068359
	Iteration 43Q: 3 clusters Score -9142707 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37149 members 
Mstep: Class 2 contains 35479 members 
Entering Unmasked Estep 
Score: -9142705.000000 Penalty: 3331.068359
	Iteration 44Q: 3 clusters Score -9142705 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37153 members 
Mstep: Class 2 contains 35475 members 
Entering Unmasked Estep 
Score: -9142710.000000 Penalty: 3331.068359
	Iteration 45Q: 3 clusters Score -9142710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37157 members 
Mstep: Class 2 contains 35471 members 
Entering Unmasked Estep 
Score: -9142702.000000 Penalty: 3331.068359
	Iteration 46Q: 3 clusters Score -9142702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37158 members 
Mstep: Class 2 contains 35470 members 
Entering Unmasked Estep 
Score: -9142710.000000 Penalty: 3331.068359
	Iteration 47Q: 3 clusters Score -9142710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37158 members 
Mstep: Class 2 contains 35470 members 
Entering Unmasked Estep 
Score: -9142712.000000 Penalty: 3331.068359
	Iteration 48Q: 3 clusters Score -9142712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37159 members 
Mstep: Class 2 contains 35469 members 
Entering Unmasked Estep 
Score: -9142706.000000 Penalty: 3331.068359
	Iteration 49Q: 3 clusters Score -9142706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37159 members 
Mstep: Class 2 contains 35469 members 
Entering Unmasked Estep 
Score: -9142706.000000 Penalty: 3331.068359
	Iteration 50F: 3 clusters Score -9142706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -54681.871094 Penalty: 951.863159
	Iteration 0F: 2 clusters Score -54681.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -53716.718750 Penalty: 1903.726318
	Iteration 0F: 3 clusters Score -53716.72 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -53910.101562 Penalty: 1903.726318
	Iteration 1F: 3 clusters Score -53910.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -53978.968750 Penalty: 1903.726318
	Iteration 2F: 3 clusters Score -53978.97 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -54046.546875 Penalty: 1903.726318
	Iteration 3Q: 3 clusters Score -54046.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -54107.656250 Penalty: 1903.726318
	Iteration 4Q: 3 clusters Score -54107.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -54138.976562 Penalty: 1903.726318
	Iteration 5Q: 3 clusters Score -54138.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -54153.613281 Penalty: 1903.726318
	Iteration 6Q: 3 clusters Score -54153.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -54173.406250 Penalty: 1903.726318
	Iteration 7Q: 3 clusters Score -54173.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -54193.246094 Penalty: 1903.726318
	Iteration 8Q: 3 clusters Score -54193.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -54203.968750 Penalty: 1903.726318
	Iteration 9Q: 3 clusters Score -54203.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -54210.839844 Penalty: 1903.726318
	Iteration 10Q: 3 clusters Score -54210.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -54217.578125 Penalty: 1903.726318
	Iteration 11Q: 3 clusters Score -54217.58 nChanged 1
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: -54219.062500 Penalty: 1903.726318
	Iteration 12Q: 3 clusters Score -54219.06 nChanged 0
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: -54219.062500 Penalty: 1903.726318
	Iteration 13F: 3 clusters Score -54219.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Entering Unmasked Estep 
Score: -150000.859375 Penalty: 1063.790771
	Iteration 0F: 2 clusters Score -150000.9 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 635 members 
Entering Unmasked Estep 
Score: -148590.625000 Penalty: 2127.581543
	Iteration 0F: 3 clusters Score -148590.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -148935.453125 Penalty: 2127.581543
	Iteration 1F: 3 clusters Score -148935.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -149015.828125 Penalty: 2127.581543
	Iteration 2F: 3 clusters Score -149015.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -149047.453125 Penalty: 2127.581543
	Iteration 3Q: 3 clusters Score -149047.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -149066.796875 Penalty: 2127.581543
	Iteration 4Q: 3 clusters Score -149066.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -149074.140625 Penalty: 2127.581543
	Iteration 5Q: 3 clusters Score -149074.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -149077.468750 Penalty: 2127.581543
	Iteration 6Q: 3 clusters Score -149077.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -149079.437500 Penalty: 2127.581543
	Iteration 7Q: 3 clusters Score -149079.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -149082.546875 Penalty: 2127.581543
	Iteration 8Q: 3 clusters Score -149082.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -149084.593750 Penalty: 2127.581543
	Iteration 9Q: 3 clusters Score -149084.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -149087.375000 Penalty: 2127.581543
	Iteration 10Q: 3 clusters Score -149087.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -149089.062500 Penalty: 2127.581543
	Iteration 11Q: 3 clusters Score -149089.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -149090.437500 Penalty: 2127.581543
	Iteration 12Q: 3 clusters Score -149090.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -149091.234375 Penalty: 2127.581543
	Iteration 13Q: 3 clusters Score -149091.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -149092.312500 Penalty: 2127.581543
	Iteration 14Q: 3 clusters Score -149092.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -149092.312500 Penalty: 2127.581543
	Iteration 15F: 3 clusters Score -149092.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (48249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48249 members 
Entering Unmasked Estep 
Score: -6139606.000000 Penalty: 1604.678589
	Iteration 0F: 2 clusters Score -6139606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24051 members 
Mstep: Class 2 contains 24198 members 
Entering Unmasked Estep 
Score: -6108520.000000 Penalty: 3209.357178
	Iteration 0F: 3 clusters Score -6108520 nChanged 22420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23145 members 
Mstep: Class 2 contains 25104 members 
Entering Unmasked Estep 
Score: -6121033.500000 Penalty: 3209.357178
	Iteration 1F: 3 clusters Score -6121034 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22530 members 
Mstep: Class 2 contains 25719 members 
Entering Unmasked Estep 
Score: -6121660.500000 Penalty: 3209.357178
	Iteration 2Q: 3 clusters Score -6121660 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 26676 members 
Entering Unmasked Estep 
Score: -6122416.500000 Penalty: 3209.357178
	Iteration 3Q: 3 clusters Score -6122416 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 27995 members 
Entering Unmasked Estep 
Score: -6123325.000000 Penalty: 3209.357178
	Iteration 4Q: 3 clusters Score -6123325 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 29810 members 
Entering Unmasked Estep 
Score: -6124616.500000 Penalty: 3209.357178
	Iteration 5F: 3 clusters Score -6124616 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 32169 members 
Entering Unmasked Estep 
Score: -6126399.000000 Penalty: 3209.357178
	Iteration 6F: 3 clusters Score -6126399 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 34976 members 
Entering Unmasked Estep 
Score: -6128616.000000 Penalty: 3209.357178
	Iteration 7F: 3 clusters Score -6128616 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 38035 members 
Entering Unmasked Estep 
Score: -6131047.500000 Penalty: 3209.357178
	Iteration 8F: 3 clusters Score -6131048 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 40923 members 
Entering Unmasked Estep 
Score: -6133284.000000 Penalty: 3209.357178
	Iteration 9F: 3 clusters Score -6133284 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 43205 members 
Entering Unmasked Estep 
Score: -6135013.000000 Penalty: 3209.357178
	Iteration 10Q: 3 clusters Score -6135013 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 44913 members 
Entering Unmasked Estep 
Score: -6136223.000000 Penalty: 3209.357178
	Iteration 11Q: 3 clusters Score -6136223 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 46079 members 
Entering Unmasked Estep 
Score: -6137078.000000 Penalty: 3209.357178
	Iteration 12Q: 3 clusters Score -6137078 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 46838 members 
Entering Unmasked Estep 
Score: -6137656.000000 Penalty: 3209.357178
	Iteration 13Q: 3 clusters Score -6137656 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 47281 members 
Entering Unmasked Estep 
Score: -6137969.500000 Penalty: 3209.357178
	Iteration 14Q: 3 clusters Score -6137970 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 47515 members 
Entering Unmasked Estep 
Score: -6138108.000000 Penalty: 3209.357178
	Iteration 15Q: 3 clusters Score -6138108 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 47631 members 
Entering Unmasked Estep 
Score: -6138206.000000 Penalty: 3209.357178
	Iteration 16Q: 3 clusters Score -6138206 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 47693 members 
Entering Unmasked Estep 
Score: -6138258.000000 Penalty: 3209.357178
	Iteration 17Q: 3 clusters Score -6138258 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 47742 members 
Entering Unmasked Estep 
Score: -6138316.000000 Penalty: 3209.357178
	Iteration 18Q: 3 clusters Score -6138316 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 47776 members 
Entering Unmasked Estep 
Score: -6138346.500000 Penalty: 3209.357178
	Iteration 19Q: 3 clusters Score -6138346 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 47799 members 
Entering Unmasked Estep 
Score: -6138373.500000 Penalty: 3209.357178
	Iteration 20F: 3 clusters Score -6138374 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 47815 members 
Entering Unmasked Estep 
Score: -6138383.000000 Penalty: 3209.357178
	Iteration 21Q: 3 clusters Score -6138383 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 47821 members 
Entering Unmasked Estep 
Score: -6138392.000000 Penalty: 3209.357178
	Iteration 22Q: 3 clusters Score -6138392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 47833 members 
Entering Unmasked Estep 
Score: -6138396.000000 Penalty: 3209.357178
	Iteration 23Q: 3 clusters Score -6138396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 47840 members 
Entering Unmasked Estep 
Score: -6138410.500000 Penalty: 3209.357178
	Iteration 24Q: 3 clusters Score -6138410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 47845 members 
Entering Unmasked Estep 
Score: -6138410.000000 Penalty: 3209.357178
	Iteration 25Q: 3 clusters Score -6138410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 47848 members 
Entering Unmasked Estep 
Score: -6138412.500000 Penalty: 3209.357178
	Iteration 26Q: 3 clusters Score -6138412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 47852 members 
Entering Unmasked Estep 
Score: -6138412.500000 Penalty: 3209.357178
	Iteration 27Q: 3 clusters Score -6138412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 47854 members 
Entering Unmasked Estep 
Score: -6138418.000000 Penalty: 3209.357178
	Iteration 28Q: 3 clusters Score -6138418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 47855 members 
Entering Unmasked Estep 
Score: -6138416.000000 Penalty: 3209.357178
	Iteration 29Q: 3 clusters Score -6138416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 47855 members 
Entering Unmasked Estep 
Score: -6138414.000000 Penalty: 3209.357178
	Iteration 30Q: 3 clusters Score -6138414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 47854 members 
Entering Unmasked Estep 
Score: -6138418.000000 Penalty: 3209.357178
	Iteration 31Q: 3 clusters Score -6138418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 47854 members 
Entering Unmasked Estep 
Score: -6138418.000000 Penalty: 3209.357178
	Iteration 32F: 3 clusters Score -6138418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (34437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34437 members 
Entering Unmasked Estep 
Score: -4355206.500000 Penalty: 1554.496826
	Iteration 0F: 2 clusters Score -4355206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -4333001.000000 Penalty: 3108.993652
	Iteration 0F: 3 clusters Score -4333001 nChanged 15442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -4341112.000000 Penalty: 3108.993652
	Iteration 1F: 3 clusters Score -4341112 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -4341559.500000 Penalty: 3108.993652
	Iteration 2Q: 3 clusters Score -4341560 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -4341976.500000 Penalty: 3108.993652
	Iteration 3Q: 3 clusters Score -4341976 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -4342475.000000 Penalty: 3108.993652
	Iteration 4Q: 3 clusters Score -4342475 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20998 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -4343106.000000 Penalty: 3108.993652
	Iteration 5Q: 3 clusters Score -4343106 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22501 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -4343992.000000 Penalty: 3108.993652
	Iteration 6Q: 3 clusters Score -4343992 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24361 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -4345183.500000 Penalty: 3108.993652
	Iteration 7F: 3 clusters Score -4345184 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26640 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -4346985.000000 Penalty: 3108.993652
	Iteration 8F: 3 clusters Score -4346985 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29069 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -4349103.000000 Penalty: 3108.993652
	Iteration 9F: 3 clusters Score -4349103 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31211 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -4351068.500000 Penalty: 3108.993652
	Iteration 10F: 3 clusters Score -4351068 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32680 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -4352456.500000 Penalty: 3108.993652
	Iteration 11Q: 3 clusters Score -4352456 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33488 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -4353208.000000 Penalty: 3108.993652
	Iteration 12Q: 3 clusters Score -4353208 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33854 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -4353563.000000 Penalty: 3108.993652
	Iteration 13Q: 3 clusters Score -4353563 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34012 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -4353736.000000 Penalty: 3108.993652
	Iteration 14Q: 3 clusters Score -4353736 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34078 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -4353805.500000 Penalty: 3108.993652
	Iteration 15Q: 3 clusters Score -4353806 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34115 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -4353860.500000 Penalty: 3108.993652
	Iteration 16Q: 3 clusters Score -4353860 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34137 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -4353897.000000 Penalty: 3108.993652
	Iteration 17Q: 3 clusters Score -4353897 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34143 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -4353908.000000 Penalty: 3108.993652
	Iteration 18Q: 3 clusters Score -4353908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34151 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -4353920.500000 Penalty: 3108.993652
	Iteration 19Q: 3 clusters Score -4353920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34157 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -4353934.000000 Penalty: 3108.993652
	Iteration 20F: 3 clusters Score -4353934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34161 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -4353943.500000 Penalty: 3108.993652
	Iteration 21Q: 3 clusters Score -4353944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34167 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -4353950.500000 Penalty: 3108.993652
	Iteration 22Q: 3 clusters Score -4353950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34172 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -4353961.000000 Penalty: 3108.993652
	Iteration 23Q: 3 clusters Score -4353961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34173 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -4353974.500000 Penalty: 3108.993652
	Iteration 24Q: 3 clusters Score -4353974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34174 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -4353977.500000 Penalty: 3108.993652
	Iteration 25Q: 3 clusters Score -4353978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34176 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -4353981.500000 Penalty: 3108.993652
	Iteration 26Q: 3 clusters Score -4353982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34177 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -4353983.000000 Penalty: 3108.993652
	Iteration 27Q: 3 clusters Score -4353983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34175 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -4353983.500000 Penalty: 3108.993652
	Iteration 28Q: 3 clusters Score -4353984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34175 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -4353990.000000 Penalty: 3108.993652
	Iteration 29Q: 3 clusters Score -4353990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34175 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -4353990.000000 Penalty: 3108.993652
	Iteration 30F: 3 clusters Score -4353990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Entering Unmasked Estep 
Score: -381282.062500 Penalty: 1204.216187
	Iteration 0F: 2 clusters Score -381282.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -378635.687500 Penalty: 2408.432373
	Iteration 0F: 3 clusters Score -378635.7 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -379381.093750 Penalty: 2408.432373
	Iteration 1F: 3 clusters Score -379381.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -379552.125000 Penalty: 2408.432373
	Iteration 2F: 3 clusters Score -379552.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -379654.937500 Penalty: 2408.432373
	Iteration 3Q: 3 clusters Score -379654.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -379732.218750 Penalty: 2408.432373
	Iteration 4Q: 3 clusters Score -379732.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -379777.812500 Penalty: 2408.432373
	Iteration 5Q: 3 clusters Score -379777.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -379832.437500 Penalty: 2408.432373
	Iteration 6Q: 3 clusters Score -379832.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -379866.593750 Penalty: 2408.432373
	Iteration 7Q: 3 clusters Score -379866.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -379893.437500 Penalty: 2408.432373
	Iteration 8Q: 3 clusters Score -379893.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -379920.968750 Penalty: 2408.432373
	Iteration 9Q: 3 clusters Score -379921 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -379945.187500 Penalty: 2408.432373
	Iteration 10Q: 3 clusters Score -379945.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -379960.406250 Penalty: 2408.432373
	Iteration 11Q: 3 clusters Score -379960.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -379976.937500 Penalty: 2408.432373
	Iteration 12Q: 3 clusters Score -379976.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -379994.875000 Penalty: 2408.432373
	Iteration 13Q: 3 clusters Score -379994.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -380015.968750 Penalty: 2408.432373
	Iteration 14Q: 3 clusters Score -380016 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -380031.312500 Penalty: 2408.432373
	Iteration 15Q: 3 clusters Score -380031.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -380042.125000 Penalty: 2408.432373
	Iteration 16Q: 3 clusters Score -380042.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -380054.562500 Penalty: 2408.432373
	Iteration 17Q: 3 clusters Score -380054.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -380063.343750 Penalty: 2408.432373
	Iteration 18Q: 3 clusters Score -380063.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -380078.781250 Penalty: 2408.432373
	Iteration 19Q: 3 clusters Score -380078.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -380089.000000 Penalty: 2408.432373
	Iteration 20F: 3 clusters Score -380089 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -380095.406250 Penalty: 2408.432373
	Iteration 21Q: 3 clusters Score -380095.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -380101.906250 Penalty: 2408.432373
	Iteration 22Q: 3 clusters Score -380101.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -380107.875000 Penalty: 2408.432373
	Iteration 23Q: 3 clusters Score -380107.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -380114.593750 Penalty: 2408.432373
	Iteration 24Q: 3 clusters Score -380114.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -380122.281250 Penalty: 2408.432373
	Iteration 25Q: 3 clusters Score -380122.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -380131.062500 Penalty: 2408.432373
	Iteration 26Q: 3 clusters Score -380131.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -380139.562500 Penalty: 2408.432373
	Iteration 27Q: 3 clusters Score -380139.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -380140.625000 Penalty: 2408.432373
	Iteration 28Q: 3 clusters Score -380140.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -380141.906250 Penalty: 2408.432373
	Iteration 29Q: 3 clusters Score -380141.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -380142.718750 Penalty: 2408.432373
	Iteration 30Q: 3 clusters Score -380142.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -380144.843750 Penalty: 2408.432373
	Iteration 31Q: 3 clusters Score -380144.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -380147.062500 Penalty: 2408.432373
	Iteration 32Q: 3 clusters Score -380147.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -380151.750000 Penalty: 2408.432373
	Iteration 33Q: 3 clusters Score -380151.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -380154.781250 Penalty: 2408.432373
	Iteration 34Q: 3 clusters Score -380154.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -380157.187500 Penalty: 2408.432373
	Iteration 35Q: 3 clusters Score -380157.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -380159.468750 Penalty: 2408.432373
	Iteration 36Q: 3 clusters Score -380159.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -380162.187500 Penalty: 2408.432373
	Iteration 37Q: 3 clusters Score -380162.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -380168.031250 Penalty: 2408.432373
	Iteration 38Q: 3 clusters Score -380168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -380177.718750 Penalty: 2408.432373
	Iteration 39Q: 3 clusters Score -380177.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -380184.062500 Penalty: 2408.432373
	Iteration 40F: 3 clusters Score -380184.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -380188.656250 Penalty: 2408.432373
	Iteration 41Q: 3 clusters Score -380188.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -380194.281250 Penalty: 2408.432373
	Iteration 42Q: 3 clusters Score -380194.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -380202.000000 Penalty: 2408.432373
	Iteration 43Q: 3 clusters Score -380202 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -380209.593750 Penalty: 2408.432373
	Iteration 44Q: 3 clusters Score -380209.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -380214.437500 Penalty: 2408.432373
	Iteration 45Q: 3 clusters Score -380214.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -380219.593750 Penalty: 2408.432373
	Iteration 46Q: 3 clusters Score -380219.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -380225.937500 Penalty: 2408.432373
	Iteration 47Q: 3 clusters Score -380225.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -380236.031250 Penalty: 2408.432373
	Iteration 48Q: 3 clusters Score -380236 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -380244.531250 Penalty: 2408.432373
	Iteration 49Q: 3 clusters Score -380244.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -380255.625000 Penalty: 2408.432373
	Iteration 50Q: 3 clusters Score -380255.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -380260.375000 Penalty: 2408.432373
	Iteration 51Q: 3 clusters Score -380260.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -380264.312500 Penalty: 2408.432373
	Iteration 52Q: 3 clusters Score -380264.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -380266.656250 Penalty: 2408.432373
	Iteration 53Q: 3 clusters Score -380266.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -380270.156250 Penalty: 2408.432373
	Iteration 54Q: 3 clusters Score -380270.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -380272.812500 Penalty: 2408.432373
	Iteration 55Q: 3 clusters Score -380272.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -380275.562500 Penalty: 2408.432373
	Iteration 56Q: 3 clusters Score -380275.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -380277.187500 Penalty: 2408.432373
	Iteration 57Q: 3 clusters Score -380277.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -380278.187500 Penalty: 2408.432373
	Iteration 58Q: 3 clusters Score -380278.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -380279.687500 Penalty: 2408.432373
	Iteration 59Q: 3 clusters Score -380279.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -380282.000000 Penalty: 2408.432373
	Iteration 60F: 3 clusters Score -380282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -380286.125000 Penalty: 2408.432373
	Iteration 61Q: 3 clusters Score -380286.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -380290.500000 Penalty: 2408.432373
	Iteration 62Q: 3 clusters Score -380290.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -380293.875000 Penalty: 2408.432373
	Iteration 63Q: 3 clusters Score -380293.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -380298.562500 Penalty: 2408.432373
	Iteration 64Q: 3 clusters Score -380298.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -380304.687500 Penalty: 2408.432373
	Iteration 65Q: 3 clusters Score -380304.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -380312.781250 Penalty: 2408.432373
	Iteration 66Q: 3 clusters Score -380312.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -380319.250000 Penalty: 2408.432373
	Iteration 67Q: 3 clusters Score -380319.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -380328.343750 Penalty: 2408.432373
	Iteration 68Q: 3 clusters Score -380328.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -380337.218750 Penalty: 2408.432373
	Iteration 69Q: 3 clusters Score -380337.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -380343.687500 Penalty: 2408.432373
	Iteration 70Q: 3 clusters Score -380343.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -380346.281250 Penalty: 2408.432373
	Iteration 71Q: 3 clusters Score -380346.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -380348.625000 Penalty: 2408.432373
	Iteration 72Q: 3 clusters Score -380348.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -380352.281250 Penalty: 2408.432373
	Iteration 73Q: 3 clusters Score -380352.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -380358.218750 Penalty: 2408.432373
	Iteration 74Q: 3 clusters Score -380358.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -380360.968750 Penalty: 2408.432373
	Iteration 75Q: 3 clusters Score -380361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -380365.156250 Penalty: 2408.432373
	Iteration 76Q: 3 clusters Score -380365.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -380368.000000 Penalty: 2408.432373
	Iteration 77Q: 3 clusters Score -380368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -380371.031250 Penalty: 2408.432373
	Iteration 78Q: 3 clusters Score -380371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -380371.656250 Penalty: 2408.432373
	Iteration 79Q: 3 clusters Score -380371.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -380371.656250 Penalty: 2408.432373
	Iteration 80F: 3 clusters Score -380371.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Entering Unmasked Estep 
Score: -683612.250000 Penalty: 1286.437134
	Iteration 0F: 2 clusters Score -683612.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -679556.750000 Penalty: 2572.874268
	Iteration 0F: 3 clusters Score -679556.8 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -680777.312500 Penalty: 2572.874268
	Iteration 1F: 3 clusters Score -680777.3 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -680998.812500 Penalty: 2572.874268
	Iteration 2F: 3 clusters Score -680998.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -681143.437500 Penalty: 2572.874268
	Iteration 3Q: 3 clusters Score -681143.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -681256.812500 Penalty: 2572.874268
	Iteration 4Q: 3 clusters Score -681256.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -681394.875000 Penalty: 2572.874268
	Iteration 5Q: 3 clusters Score -681394.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -681536.937500 Penalty: 2572.874268
	Iteration 6Q: 3 clusters Score -681536.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -681689.687500 Penalty: 2572.874268
	Iteration 7Q: 3 clusters Score -681689.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -681867.062500 Penalty: 2572.874268
	Iteration 8Q: 3 clusters Score -681867.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -682035.437500 Penalty: 2572.874268
	Iteration 9Q: 3 clusters Score -682035.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -682193.562500 Penalty: 2572.874268
	Iteration 10Q: 3 clusters Score -682193.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -682333.250000 Penalty: 2572.874268
	Iteration 11Q: 3 clusters Score -682333.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -682421.562500 Penalty: 2572.874268
	Iteration 12Q: 3 clusters Score -682421.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -682510.500000 Penalty: 2572.874268
	Iteration 13Q: 3 clusters Score -682510.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -682592.062500 Penalty: 2572.874268
	Iteration 14Q: 3 clusters Score -682592.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -682653.562500 Penalty: 2572.874268
	Iteration 15Q: 3 clusters Score -682653.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -682719.250000 Penalty: 2572.874268
	Iteration 16Q: 3 clusters Score -682719.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -682777.875000 Penalty: 2572.874268
	Iteration 17Q: 3 clusters Score -682777.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -682830.125000 Penalty: 2572.874268
	Iteration 18Q: 3 clusters Score -682830.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -682887.125000 Penalty: 2572.874268
	Iteration 19Q: 3 clusters Score -682887.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -682944.062500 Penalty: 2572.874268
	Iteration 20F: 3 clusters Score -682944.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -682989.062500 Penalty: 2572.874268
	Iteration 21Q: 3 clusters Score -682989.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -683023.312500 Penalty: 2572.874268
	Iteration 22Q: 3 clusters Score -683023.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -683052.500000 Penalty: 2572.874268
	Iteration 23Q: 3 clusters Score -683052.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -683075.562500 Penalty: 2572.874268
	Iteration 24Q: 3 clusters Score -683075.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -683090.437500 Penalty: 2572.874268
	Iteration 25Q: 3 clusters Score -683090.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -683099.875000 Penalty: 2572.874268
	Iteration 26Q: 3 clusters Score -683099.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -683104.812500 Penalty: 2572.874268
	Iteration 27Q: 3 clusters Score -683104.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -683108.312500 Penalty: 2572.874268
	Iteration 28Q: 3 clusters Score -683108.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -683111.875000 Penalty: 2572.874268
	Iteration 29Q: 3 clusters Score -683111.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -683114.562500 Penalty: 2572.874268
	Iteration 30Q: 3 clusters Score -683114.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -683114.437500 Penalty: 2572.874268
	Iteration 31Q: 3 clusters Score -683114.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -683116.875000 Penalty: 2572.874268
	Iteration 32Q: 3 clusters Score -683116.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -683118.250000 Penalty: 2572.874268
	Iteration 33Q: 3 clusters Score -683118.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -683120.687500 Penalty: 2572.874268
	Iteration 34Q: 3 clusters Score -683120.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -683121.812500 Penalty: 2572.874268
	Iteration 35Q: 3 clusters Score -683121.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -683123.812500 Penalty: 2572.874268
	Iteration 36Q: 3 clusters Score -683123.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -683122.125000 Penalty: 2572.874268
	Iteration 37Q: 3 clusters Score -683122.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -683125.500000 Penalty: 2572.874268
	Iteration 38Q: 3 clusters Score -683125.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -683128.312500 Penalty: 2572.874268
	Iteration 39Q: 3 clusters Score -683128.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -683129.812500 Penalty: 2572.874268
	Iteration 40F: 3 clusters Score -683129.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -683133.375000 Penalty: 2572.874268
	Iteration 41Q: 3 clusters Score -683133.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -683133.937500 Penalty: 2572.874268
	Iteration 42Q: 3 clusters Score -683133.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -683136.250000 Penalty: 2572.874268
	Iteration 43Q: 3 clusters Score -683136.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -683135.312500 Penalty: 2572.874268
	Iteration 44Q: 3 clusters Score -683135.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -683134.937500 Penalty: 2572.874268
	Iteration 45Q: 3 clusters Score -683134.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -683137.250000 Penalty: 2572.874268
	Iteration 46Q: 3 clusters Score -683137.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -683137.250000 Penalty: 2572.874268
	Iteration 47F: 3 clusters Score -683137.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Entering Unmasked Estep 
Score: -2251792.000000 Penalty: 1456.707764
	Iteration 0F: 2 clusters Score -2251792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -2240016.250000 Penalty: 2913.415527
	Iteration 0F: 3 clusters Score -2240016 nChanged 7822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -2244182.750000 Penalty: 2913.415527
	Iteration 1F: 3 clusters Score -2244183 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -2244548.500000 Penalty: 2913.415527
	Iteration 2F: 3 clusters Score -2244548 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -2244848.250000 Penalty: 2913.415527
	Iteration 3Q: 3 clusters Score -2244848 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -2245095.750000 Penalty: 2913.415527
	Iteration 4Q: 3 clusters Score -2245096 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -2245330.250000 Penalty: 2913.415527
	Iteration 5Q: 3 clusters Score -2245330 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -2245575.000000 Penalty: 2913.415527
	Iteration 6Q: 3 clusters Score -2245575 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -2245866.500000 Penalty: 2913.415527
	Iteration 7Q: 3 clusters Score -2245866 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -2246242.000000 Penalty: 2913.415527
	Iteration 8Q: 3 clusters Score -2246242 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -2246727.000000 Penalty: 2913.415527
	Iteration 9Q: 3 clusters Score -2246727 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -2247365.750000 Penalty: 2913.415527
	Iteration 10F: 3 clusters Score -2247366 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -2248139.250000 Penalty: 2913.415527
	Iteration 11F: 3 clusters Score -2248139 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -2248925.000000 Penalty: 2913.415527
	Iteration 12F: 3 clusters Score -2248925 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -2249575.000000 Penalty: 2913.415527
	Iteration 13Q: 3 clusters Score -2249575 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -2249995.000000 Penalty: 2913.415527
	Iteration 14Q: 3 clusters Score -2249995 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -2250263.000000 Penalty: 2913.415527
	Iteration 15Q: 3 clusters Score -2250263 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -2250430.750000 Penalty: 2913.415527
	Iteration 16Q: 3 clusters Score -2250431 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -2250512.500000 Penalty: 2913.415527
	Iteration 17Q: 3 clusters Score -2250512 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -2250556.250000 Penalty: 2913.415527
	Iteration 18Q: 3 clusters Score -2250556 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -2250572.000000 Penalty: 2913.415527
	Iteration 19Q: 3 clusters Score -2250572 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -2250588.500000 Penalty: 2913.415527
	Iteration 20F: 3 clusters Score -2250588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -2250599.250000 Penalty: 2913.415527
	Iteration 21Q: 3 clusters Score -2250599 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -2250609.750000 Penalty: 2913.415527
	Iteration 22Q: 3 clusters Score -2250610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -2250613.000000 Penalty: 2913.415527
	Iteration 23Q: 3 clusters Score -2250613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -2250613.500000 Penalty: 2913.415527
	Iteration 24Q: 3 clusters Score -2250614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -2250616.500000 Penalty: 2913.415527
	Iteration 25Q: 3 clusters Score -2250616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -2250620.250000 Penalty: 2913.415527
	Iteration 26Q: 3 clusters Score -2250620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -2250617.000000 Penalty: 2913.415527
	Iteration 27Q: 3 clusters Score -2250617 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -2250617.000000 Penalty: 2913.415527
	Iteration 28F: 3 clusters Score -2250617 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Entering Unmasked Estep 
Score: -1243622.000000 Penalty: 1375.804443
	Iteration 0F: 2 clusters Score -1243622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1236651.750000 Penalty: 2751.608887
	Iteration 0F: 3 clusters Score -1236652 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1239052.500000 Penalty: 2751.608887
	Iteration 1F: 3 clusters Score -1239052 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1239482.375000 Penalty: 2751.608887
	Iteration 2F: 3 clusters Score -1239482 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1239940.375000 Penalty: 2751.608887
	Iteration 3F: 3 clusters Score -1239940 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1240495.750000 Penalty: 2751.608887
	Iteration 4F: 3 clusters Score -1240496 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1241144.500000 Penalty: 2751.608887
	Iteration 5F: 3 clusters Score -1241144 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1241771.250000 Penalty: 2751.608887
	Iteration 6F: 3 clusters Score -1241771 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1242190.875000 Penalty: 2751.608887
	Iteration 7F: 3 clusters Score -1242191 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1242486.125000 Penalty: 2751.608887
	Iteration 8Q: 3 clusters Score -1242486 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1242672.625000 Penalty: 2751.608887
	Iteration 9Q: 3 clusters Score -1242673 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1242813.875000 Penalty: 2751.608887
	Iteration 10Q: 3 clusters Score -1242814 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1242904.500000 Penalty: 2751.608887
	Iteration 11Q: 3 clusters Score -1242904 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1242966.500000 Penalty: 2751.608887
	Iteration 12Q: 3 clusters Score -1242966 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1243021.250000 Penalty: 2751.608887
	Iteration 13Q: 3 clusters Score -1243021 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1243075.000000 Penalty: 2751.608887
	Iteration 14Q: 3 clusters Score -1243075 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1243116.250000 Penalty: 2751.608887
	Iteration 15Q: 3 clusters Score -1243116 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1243139.875000 Penalty: 2751.608887
	Iteration 16Q: 3 clusters Score -1243140 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1243168.000000 Penalty: 2751.608887
	Iteration 17Q: 3 clusters Score -1243168 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1243183.750000 Penalty: 2751.608887
	Iteration 18Q: 3 clusters Score -1243184 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1243191.375000 Penalty: 2751.608887
	Iteration 19Q: 3 clusters Score -1243191 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1243204.500000 Penalty: 2751.608887
	Iteration 20F: 3 clusters Score -1243204 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1243208.750000 Penalty: 2751.608887
	Iteration 21Q: 3 clusters Score -1243209 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1243221.125000 Penalty: 2751.608887
	Iteration 22Q: 3 clusters Score -1243221 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1243230.000000 Penalty: 2751.608887
	Iteration 23Q: 3 clusters Score -1243230 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1243236.000000 Penalty: 2751.608887
	Iteration 24Q: 3 clusters Score -1243236 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1243242.250000 Penalty: 2751.608887
	Iteration 25Q: 3 clusters Score -1243242 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1243247.125000 Penalty: 2751.608887
	Iteration 26Q: 3 clusters Score -1243247 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1243252.625000 Penalty: 2751.608887
	Iteration 27Q: 3 clusters Score -1243253 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1243264.625000 Penalty: 2751.608887
	Iteration 28Q: 3 clusters Score -1243265 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1243268.000000 Penalty: 2751.608887
	Iteration 29Q: 3 clusters Score -1243268 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1243275.000000 Penalty: 2751.608887
	Iteration 30Q: 3 clusters Score -1243275 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1243281.375000 Penalty: 2751.608887
	Iteration 31Q: 3 clusters Score -1243281 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1243289.125000 Penalty: 2751.608887
	Iteration 32Q: 3 clusters Score -1243289 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1243294.000000 Penalty: 2751.608887
	Iteration 33Q: 3 clusters Score -1243294 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1243300.125000 Penalty: 2751.608887
	Iteration 34Q: 3 clusters Score -1243300 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1243305.500000 Penalty: 2751.608887
	Iteration 35Q: 3 clusters Score -1243306 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1243309.125000 Penalty: 2751.608887
	Iteration 36Q: 3 clusters Score -1243309 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1243308.750000 Penalty: 2751.608887
	Iteration 37Q: 3 clusters Score -1243309 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1243311.625000 Penalty: 2751.608887
	Iteration 38Q: 3 clusters Score -1243312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1243316.000000 Penalty: 2751.608887
	Iteration 39Q: 3 clusters Score -1243316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1243315.625000 Penalty: 2751.608887
	Iteration 40F: 3 clusters Score -1243316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1243319.625000 Penalty: 2751.608887
	Iteration 41Q: 3 clusters Score -1243320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1243323.750000 Penalty: 2751.608887
	Iteration 42Q: 3 clusters Score -1243324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1243324.250000 Penalty: 2751.608887
	Iteration 43Q: 3 clusters Score -1243324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1243327.250000 Penalty: 2751.608887
	Iteration 44Q: 3 clusters Score -1243327 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1243327.875000 Penalty: 2751.608887
	Iteration 45Q: 3 clusters Score -1243328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1243331.250000 Penalty: 2751.608887
	Iteration 46Q: 3 clusters Score -1243331 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1243334.250000 Penalty: 2751.608887
	Iteration 47Q: 3 clusters Score -1243334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1243333.250000 Penalty: 2751.608887
	Iteration 48Q: 3 clusters Score -1243333 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1243336.000000 Penalty: 2751.608887
	Iteration 49Q: 3 clusters Score -1243336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1243338.500000 Penalty: 2751.608887
	Iteration 50Q: 3 clusters Score -1243338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1243339.000000 Penalty: 2751.608887
	Iteration 51Q: 3 clusters Score -1243339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1243338.125000 Penalty: 2751.608887
	Iteration 52Q: 3 clusters Score -1243338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1243339.875000 Penalty: 2751.608887
	Iteration 53Q: 3 clusters Score -1243340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1243339.875000 Penalty: 2751.608887
	Iteration 54Q: 3 clusters Score -1243340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1243345.250000 Penalty: 2751.608887
	Iteration 55Q: 3 clusters Score -1243345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1243344.125000 Penalty: 2751.608887
	Iteration 56Q: 3 clusters Score -1243344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1243344.875000 Penalty: 2751.608887
	Iteration 57Q: 3 clusters Score -1243345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1243343.500000 Penalty: 2751.608887
	Iteration 58Q: 3 clusters Score -1243344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1243343.250000 Penalty: 2751.608887
	Iteration 59Q: 3 clusters Score -1243343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1243343.250000 Penalty: 2751.608887
	Iteration 60F: 3 clusters Score -1243343 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (30260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30260 members 
Entering Unmasked Estep 
Score: -3542662.500000 Penalty: 1535.256226
	Iteration 0F: 2 clusters Score -3542662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -3523027.500000 Penalty: 3070.512451
	Iteration 0F: 3 clusters Score -3523028 nChanged 13589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -3530457.500000 Penalty: 3070.512451
	Iteration 1F: 3 clusters Score -3530458 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -3530948.250000 Penalty: 3070.512451
	Iteration 2Q: 3 clusters Score -3530948 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -3531406.750000 Penalty: 3070.512451
	Iteration 3Q: 3 clusters Score -3531407 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -3531771.750000 Penalty: 3070.512451
	Iteration 4Q: 3 clusters Score -3531772 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -3532176.250000 Penalty: 3070.512451
	Iteration 5Q: 3 clusters Score -3532176 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -3532633.500000 Penalty: 3070.512451
	Iteration 6Q: 3 clusters Score -3532634 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -3533201.250000 Penalty: 3070.512451
	Iteration 7Q: 3 clusters Score -3533201 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -3533853.500000 Penalty: 3070.512451
	Iteration 8Q: 3 clusters Score -3533854 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -3534633.750000 Penalty: 3070.512451
	Iteration 9Q: 3 clusters Score -3534634 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -3535587.750000 Penalty: 3070.512451
	Iteration 10Q: 3 clusters Score -3535588 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -3536611.250000 Penalty: 3070.512451
	Iteration 11F: 3 clusters Score -3536611 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24150 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -3537841.750000 Penalty: 3070.512451
	Iteration 12F: 3 clusters Score -3537842 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25566 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -3539001.250000 Penalty: 3070.512451
	Iteration 13Q: 3 clusters Score -3539001 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26654 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -3539913.250000 Penalty: 3070.512451
	Iteration 14Q: 3 clusters Score -3539913 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27428 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -3540632.000000 Penalty: 3070.512451
	Iteration 15Q: 3 clusters Score -3540632 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27967 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -3541148.500000 Penalty: 3070.512451
	Iteration 16Q: 3 clusters Score -3541148 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28310 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -3541455.000000 Penalty: 3070.512451
	Iteration 17Q: 3 clusters Score -3541455 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28541 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -3541640.500000 Penalty: 3070.512451
	Iteration 18Q: 3 clusters Score -3541640 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28688 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -3541765.000000 Penalty: 3070.512451
	Iteration 19Q: 3 clusters Score -3541765 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28792 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -3541839.750000 Penalty: 3070.512451
	Iteration 20F: 3 clusters Score -3541840 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28857 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -3541879.500000 Penalty: 3070.512451
	Iteration 21Q: 3 clusters Score -3541880 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28919 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -3541909.750000 Penalty: 3070.512451
	Iteration 22Q: 3 clusters Score -3541910 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28944 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -3541916.250000 Penalty: 3070.512451
	Iteration 23Q: 3 clusters Score -3541916 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28967 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -3541936.750000 Penalty: 3070.512451
	Iteration 24Q: 3 clusters Score -3541937 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28991 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -3541951.750000 Penalty: 3070.512451
	Iteration 25Q: 3 clusters Score -3541952 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29013 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -3541959.000000 Penalty: 3070.512451
	Iteration 26Q: 3 clusters Score -3541959 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29033 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -3541972.750000 Penalty: 3070.512451
	Iteration 27Q: 3 clusters Score -3541973 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29059 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -3541984.500000 Penalty: 3070.512451
	Iteration 28Q: 3 clusters Score -3541984 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29070 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -3541993.750000 Penalty: 3070.512451
	Iteration 29Q: 3 clusters Score -3541994 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29086 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -3541998.000000 Penalty: 3070.512451
	Iteration 30Q: 3 clusters Score -3541998 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29105 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -3542012.750000 Penalty: 3070.512451
	Iteration 31Q: 3 clusters Score -3542013 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29118 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -3542016.000000 Penalty: 3070.512451
	Iteration 32Q: 3 clusters Score -3542016 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29130 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -3542022.500000 Penalty: 3070.512451
	Iteration 33Q: 3 clusters Score -3542022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29140 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -3542026.750000 Penalty: 3070.512451
	Iteration 34Q: 3 clusters Score -3542027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29142 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -3542026.000000 Penalty: 3070.512451
	Iteration 35Q: 3 clusters Score -3542026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29148 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -3542033.500000 Penalty: 3070.512451
	Iteration 36Q: 3 clusters Score -3542034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29150 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -3542031.750000 Penalty: 3070.512451
	Iteration 37Q: 3 clusters Score -3542032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29153 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -3542041.000000 Penalty: 3070.512451
	Iteration 38Q: 3 clusters Score -3542041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29158 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -3542034.250000 Penalty: 3070.512451
	Iteration 39Q: 3 clusters Score -3542034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29160 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -3542040.500000 Penalty: 3070.512451
	Iteration 40F: 3 clusters Score -3542040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29162 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -3542040.500000 Penalty: 3070.512451
	Iteration 41Q: 3 clusters Score -3542040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29162 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -3542040.500000 Penalty: 3070.512451
	Iteration 42F: 3 clusters Score -3542040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (16234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Entering Unmasked Estep 
Score: -2052549.250000 Penalty: 1442.595703
	Iteration 0F: 2 clusters Score -2052549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -2041820.375000 Penalty: 2885.191406
	Iteration 0F: 3 clusters Score -2041820 nChanged 7068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -2045519.375000 Penalty: 2885.191406
	Iteration 1F: 3 clusters Score -2045519 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -2045839.625000 Penalty: 2885.191406
	Iteration 2F: 3 clusters Score -2045840 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -2046113.875000 Penalty: 2885.191406
	Iteration 3Q: 3 clusters Score -2046114 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -2046347.125000 Penalty: 2885.191406
	Iteration 4Q: 3 clusters Score -2046347 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -2046520.750000 Penalty: 2885.191406
	Iteration 5Q: 3 clusters Score -2046521 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -2046683.625000 Penalty: 2885.191406
	Iteration 6Q: 3 clusters Score -2046684 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -2046837.375000 Penalty: 2885.191406
	Iteration 7Q: 3 clusters Score -2046837 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -2046985.625000 Penalty: 2885.191406
	Iteration 8Q: 3 clusters Score -2046986 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -2047148.000000 Penalty: 2885.191406
	Iteration 9Q: 3 clusters Score -2047148 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -2047335.000000 Penalty: 2885.191406
	Iteration 10Q: 3 clusters Score -2047335 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -2047545.500000 Penalty: 2885.191406
	Iteration 11Q: 3 clusters Score -2047546 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -2047834.750000 Penalty: 2885.191406
	Iteration 12Q: 3 clusters Score -2047835 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -2048210.250000 Penalty: 2885.191406
	Iteration 13Q: 3 clusters Score -2048210 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -2048648.875000 Penalty: 2885.191406
	Iteration 14Q: 3 clusters Score -2048649 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -2049098.500000 Penalty: 2885.191406
	Iteration 15Q: 3 clusters Score -2049098 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -2049553.500000 Penalty: 2885.191406
	Iteration 16Q: 3 clusters Score -2049554 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -2049950.250000 Penalty: 2885.191406
	Iteration 17Q: 3 clusters Score -2049950 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -2050291.250000 Penalty: 2885.191406
	Iteration 18Q: 3 clusters Score -2050291 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -2050553.625000 Penalty: 2885.191406
	Iteration 19Q: 3 clusters Score -2050554 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -2050786.375000 Penalty: 2885.191406
	Iteration 20F: 3 clusters Score -2050786 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -2050951.750000 Penalty: 2885.191406
	Iteration 21Q: 3 clusters Score -2050952 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -2051098.250000 Penalty: 2885.191406
	Iteration 22Q: 3 clusters Score -2051098 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -2051205.500000 Penalty: 2885.191406
	Iteration 23Q: 3 clusters Score -2051206 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -2051293.625000 Penalty: 2885.191406
	Iteration 24Q: 3 clusters Score -2051294 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -2051357.625000 Penalty: 2885.191406
	Iteration 25Q: 3 clusters Score -2051358 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -2051399.250000 Penalty: 2885.191406
	Iteration 26Q: 3 clusters Score -2051399 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -2051427.875000 Penalty: 2885.191406
	Iteration 27Q: 3 clusters Score -2051428 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -2051460.500000 Penalty: 2885.191406
	Iteration 28Q: 3 clusters Score -2051460 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -2051479.000000 Penalty: 2885.191406
	Iteration 29Q: 3 clusters Score -2051479 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -2051494.125000 Penalty: 2885.191406
	Iteration 30Q: 3 clusters Score -2051494 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -2051511.000000 Penalty: 2885.191406
	Iteration 31Q: 3 clusters Score -2051511 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -2051532.375000 Penalty: 2885.191406
	Iteration 32Q: 3 clusters Score -2051532 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -2051547.750000 Penalty: 2885.191406
	Iteration 33Q: 3 clusters Score -2051548 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -2051568.875000 Penalty: 2885.191406
	Iteration 34Q: 3 clusters Score -2051569 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -2051591.250000 Penalty: 2885.191406
	Iteration 35Q: 3 clusters Score -2051591 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -2051611.125000 Penalty: 2885.191406
	Iteration 36Q: 3 clusters Score -2051611 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -2051623.750000 Penalty: 2885.191406
	Iteration 37Q: 3 clusters Score -2051624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -2051633.875000 Penalty: 2885.191406
	Iteration 38Q: 3 clusters Score -2051634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -2051643.875000 Penalty: 2885.191406
	Iteration 39Q: 3 clusters Score -2051644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -2051646.125000 Penalty: 2885.191406
	Iteration 40F: 3 clusters Score -2051646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -2051649.875000 Penalty: 2885.191406
	Iteration 41Q: 3 clusters Score -2051650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -2051651.750000 Penalty: 2885.191406
	Iteration 42Q: 3 clusters Score -2051652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -2051652.125000 Penalty: 2885.191406
	Iteration 43Q: 3 clusters Score -2051652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -2051656.875000 Penalty: 2885.191406
	Iteration 44Q: 3 clusters Score -2051657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -2051657.000000 Penalty: 2885.191406
	Iteration 45Q: 3 clusters Score -2051657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -2051658.500000 Penalty: 2885.191406
	Iteration 46Q: 3 clusters Score -2051658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -2051658.500000 Penalty: 2885.191406
	Iteration 47F: 3 clusters Score -2051658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Entering Unmasked Estep 
Score: -197948.859375 Penalty: 1117.958740
	Iteration 0F: 2 clusters Score -197948.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -196159.984375 Penalty: 2235.917480
	Iteration 0F: 3 clusters Score -196160 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -196600.781250 Penalty: 2235.917480
	Iteration 1F: 3 clusters Score -196600.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -196738.109375 Penalty: 2235.917480
	Iteration 2F: 3 clusters Score -196738.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -196824.468750 Penalty: 2235.917480
	Iteration 3Q: 3 clusters Score -196824.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -196863.062500 Penalty: 2235.917480
	Iteration 4Q: 3 clusters Score -196863.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -196887.234375 Penalty: 2235.917480
	Iteration 5Q: 3 clusters Score -196887.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -196911.140625 Penalty: 2235.917480
	Iteration 6Q: 3 clusters Score -196911.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -196932.234375 Penalty: 2235.917480
	Iteration 7Q: 3 clusters Score -196932.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -196943.890625 Penalty: 2235.917480
	Iteration 8Q: 3 clusters Score -196943.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -196950.859375 Penalty: 2235.917480
	Iteration 9Q: 3 clusters Score -196950.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -196958.187500 Penalty: 2235.917480
	Iteration 10Q: 3 clusters Score -196958.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -196964.390625 Penalty: 2235.917480
	Iteration 11Q: 3 clusters Score -196964.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -196968.187500 Penalty: 2235.917480
	Iteration 12Q: 3 clusters Score -196968.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -196969.390625 Penalty: 2235.917480
	Iteration 13Q: 3 clusters Score -196969.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -196971.031250 Penalty: 2235.917480
	Iteration 14Q: 3 clusters Score -196971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -196971.500000 Penalty: 2235.917480
	Iteration 15Q: 3 clusters Score -196971.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -196972.437500 Penalty: 2235.917480
	Iteration 16Q: 3 clusters Score -196972.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -196972.437500 Penalty: 2235.917480
	Iteration 17F: 3 clusters Score -196972.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Entering Unmasked Estep 
Score: -154985.000000 Penalty: 1075.800049
	Iteration 0F: 2 clusters Score -154985 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -153495.703125 Penalty: 2151.600098
	Iteration 0F: 3 clusters Score -153495.7 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -153890.796875 Penalty: 2151.600098
	Iteration 1F: 3 clusters Score -153890.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -154009.109375 Penalty: 2151.600098
	Iteration 2F: 3 clusters Score -154009.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -154061.187500 Penalty: 2151.600098
	Iteration 3Q: 3 clusters Score -154061.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -154083.687500 Penalty: 2151.600098
	Iteration 4Q: 3 clusters Score -154083.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -154103.953125 Penalty: 2151.600098
	Iteration 5Q: 3 clusters Score -154104 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -154119.390625 Penalty: 2151.600098
	Iteration 6Q: 3 clusters Score -154119.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -154128.640625 Penalty: 2151.600098
	Iteration 7Q: 3 clusters Score -154128.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -154136.875000 Penalty: 2151.600098
	Iteration 8Q: 3 clusters Score -154136.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -154141.703125 Penalty: 2151.600098
	Iteration 9Q: 3 clusters Score -154141.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -154143.890625 Penalty: 2151.600098
	Iteration 10Q: 3 clusters Score -154143.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -154148.281250 Penalty: 2151.600098
	Iteration 11Q: 3 clusters Score -154148.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -154151.984375 Penalty: 2151.600098
	Iteration 12Q: 3 clusters Score -154152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -154153.062500 Penalty: 2151.600098
	Iteration 13Q: 3 clusters Score -154153.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -154154.781250 Penalty: 2151.600098
	Iteration 14Q: 3 clusters Score -154154.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -154155.640625 Penalty: 2151.600098
	Iteration 15Q: 3 clusters Score -154155.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -154156.765625 Penalty: 2151.600098
	Iteration 16Q: 3 clusters Score -154156.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -154158.140625 Penalty: 2151.600098
	Iteration 17Q: 3 clusters Score -154158.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -154159.875000 Penalty: 2151.600098
	Iteration 18Q: 3 clusters Score -154159.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -154159.875000 Penalty: 2151.600098
	Iteration 19F: 3 clusters Score -154159.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Entering Unmasked Estep 
Score: -1111116.875000 Penalty: 1351.053833
	Iteration 0F: 2 clusters Score -1111117 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1105176.875000 Penalty: 2702.107666
	Iteration 0F: 3 clusters Score -1105177 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1107058.625000 Penalty: 2702.107666
	Iteration 1F: 3 clusters Score -1107059 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1107316.625000 Penalty: 2702.107666
	Iteration 2F: 3 clusters Score -1107317 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1107514.125000 Penalty: 2702.107666
	Iteration 3Q: 3 clusters Score -1107514 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1107702.875000 Penalty: 2702.107666
	Iteration 4Q: 3 clusters Score -1107703 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1107892.125000 Penalty: 2702.107666
	Iteration 5Q: 3 clusters Score -1107892 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1108069.750000 Penalty: 2702.107666
	Iteration 6Q: 3 clusters Score -1108070 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1108250.625000 Penalty: 2702.107666
	Iteration 7Q: 3 clusters Score -1108251 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1108451.375000 Penalty: 2702.107666
	Iteration 8Q: 3 clusters Score -1108451 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1108659.875000 Penalty: 2702.107666
	Iteration 9Q: 3 clusters Score -1108660 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1108854.375000 Penalty: 2702.107666
	Iteration 10Q: 3 clusters Score -1108854 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1109031.625000 Penalty: 2702.107666
	Iteration 11Q: 3 clusters Score -1109032 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1109181.750000 Penalty: 2702.107666
	Iteration 12Q: 3 clusters Score -1109182 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1109338.000000 Penalty: 2702.107666
	Iteration 13Q: 3 clusters Score -1109338 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1109473.625000 Penalty: 2702.107666
	Iteration 14Q: 3 clusters Score -1109474 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1109566.375000 Penalty: 2702.107666
	Iteration 15Q: 3 clusters Score -1109566 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1109641.750000 Penalty: 2702.107666
	Iteration 16Q: 3 clusters Score -1109642 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1109705.500000 Penalty: 2702.107666
	Iteration 17Q: 3 clusters Score -1109706 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1109763.125000 Penalty: 2702.107666
	Iteration 18Q: 3 clusters Score -1109763 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1109826.875000 Penalty: 2702.107666
	Iteration 19Q: 3 clusters Score -1109827 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1109862.000000 Penalty: 2702.107666
	Iteration 20F: 3 clusters Score -1109862 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1109891.250000 Penalty: 2702.107666
	Iteration 21Q: 3 clusters Score -1109891 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1109924.500000 Penalty: 2702.107666
	Iteration 22Q: 3 clusters Score -1109924 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1109952.375000 Penalty: 2702.107666
	Iteration 23Q: 3 clusters Score -1109952 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1109970.375000 Penalty: 2702.107666
	Iteration 24Q: 3 clusters Score -1109970 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1109978.750000 Penalty: 2702.107666
	Iteration 25Q: 3 clusters Score -1109979 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1109983.375000 Penalty: 2702.107666
	Iteration 26Q: 3 clusters Score -1109983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1109990.250000 Penalty: 2702.107666
	Iteration 27Q: 3 clusters Score -1109990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1109996.875000 Penalty: 2702.107666
	Iteration 28Q: 3 clusters Score -1109997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1109998.875000 Penalty: 2702.107666
	Iteration 29Q: 3 clusters Score -1109999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1110001.875000 Penalty: 2702.107666
	Iteration 30Q: 3 clusters Score -1110002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1110001.875000 Penalty: 2702.107666
	Iteration 31Q: 3 clusters Score -1110002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1110003.000000 Penalty: 2702.107666
	Iteration 32Q: 3 clusters Score -1110003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1110005.000000 Penalty: 2702.107666
	Iteration 33Q: 3 clusters Score -1110005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1110004.375000 Penalty: 2702.107666
	Iteration 34Q: 3 clusters Score -1110004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1110006.375000 Penalty: 2702.107666
	Iteration 35Q: 3 clusters Score -1110006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1110006.375000 Penalty: 2702.107666
	Iteration 36F: 3 clusters Score -1110006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Entering Unmasked Estep 
Score: -18338.097656 Penalty: 821.593445
	Iteration 0F: 2 clusters Score -18338.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -17765.656250 Penalty: 1643.186890
	Iteration 0F: 3 clusters Score -17765.66 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -17931.486328 Penalty: 1643.186890
	Iteration 1F: 3 clusters Score -17931.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -17980.980469 Penalty: 1643.186890
	Iteration 2Q: 3 clusters Score -17980.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -18034.011719 Penalty: 1643.186890
	Iteration 3Q: 3 clusters Score -18034.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -18063.298828 Penalty: 1643.186890
	Iteration 4Q: 3 clusters Score -18063.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -18093.574219 Penalty: 1643.186890
	Iteration 5Q: 3 clusters Score -18093.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -18101.113281 Penalty: 1643.186890
	Iteration 6Q: 3 clusters Score -18101.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -18104.707031 Penalty: 1643.186890
	Iteration 7Q: 3 clusters Score -18104.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -18104.707031 Penalty: 1643.186890
	Iteration 8F: 3 clusters Score -18104.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Entering Unmasked Estep 
Score: -1464430.625000 Penalty: 1397.615601
	Iteration 0F: 2 clusters Score -1464431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1456442.375000 Penalty: 2795.231201
	Iteration 0F: 3 clusters Score -1456442 nChanged 5040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1459209.750000 Penalty: 2795.231201
	Iteration 1F: 3 clusters Score -1459210 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1459499.125000 Penalty: 2795.231201
	Iteration 2F: 3 clusters Score -1459499 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1459721.125000 Penalty: 2795.231201
	Iteration 3Q: 3 clusters Score -1459721 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1459912.500000 Penalty: 2795.231201
	Iteration 4Q: 3 clusters Score -1459912 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1460103.250000 Penalty: 2795.231201
	Iteration 5Q: 3 clusters Score -1460103 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1460335.500000 Penalty: 2795.231201
	Iteration 6Q: 3 clusters Score -1460336 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1460591.625000 Penalty: 2795.231201
	Iteration 7Q: 3 clusters Score -1460592 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1460876.250000 Penalty: 2795.231201
	Iteration 8Q: 3 clusters Score -1460876 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1461206.625000 Penalty: 2795.231201
	Iteration 9Q: 3 clusters Score -1461207 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1461504.500000 Penalty: 2795.231201
	Iteration 10Q: 3 clusters Score -1461504 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1461762.625000 Penalty: 2795.231201
	Iteration 11Q: 3 clusters Score -1461763 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1461994.250000 Penalty: 2795.231201
	Iteration 12Q: 3 clusters Score -1461994 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1462183.625000 Penalty: 2795.231201
	Iteration 13Q: 3 clusters Score -1462184 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1462309.500000 Penalty: 2795.231201
	Iteration 14Q: 3 clusters Score -1462310 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1462403.625000 Penalty: 2795.231201
	Iteration 15Q: 3 clusters Score -1462404 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1462468.125000 Penalty: 2795.231201
	Iteration 16Q: 3 clusters Score -1462468 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1462522.500000 Penalty: 2795.231201
	Iteration 17Q: 3 clusters Score -1462522 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1462563.375000 Penalty: 2795.231201
	Iteration 18Q: 3 clusters Score -1462563 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1462593.625000 Penalty: 2795.231201
	Iteration 19Q: 3 clusters Score -1462594 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1462612.750000 Penalty: 2795.231201
	Iteration 20F: 3 clusters Score -1462613 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1462636.500000 Penalty: 2795.231201
	Iteration 21Q: 3 clusters Score -1462636 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1462650.375000 Penalty: 2795.231201
	Iteration 22Q: 3 clusters Score -1462650 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1462669.250000 Penalty: 2795.231201
	Iteration 23Q: 3 clusters Score -1462669 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1462688.375000 Penalty: 2795.231201
	Iteration 24Q: 3 clusters Score -1462688 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1462698.625000 Penalty: 2795.231201
	Iteration 25Q: 3 clusters Score -1462699 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1462721.250000 Penalty: 2795.231201
	Iteration 26Q: 3 clusters Score -1462721 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1462748.500000 Penalty: 2795.231201
	Iteration 27Q: 3 clusters Score -1462748 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1462764.625000 Penalty: 2795.231201
	Iteration 28Q: 3 clusters Score -1462765 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1462784.000000 Penalty: 2795.231201
	Iteration 29Q: 3 clusters Score -1462784 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1462807.875000 Penalty: 2795.231201
	Iteration 30Q: 3 clusters Score -1462808 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1462819.500000 Penalty: 2795.231201
	Iteration 31Q: 3 clusters Score -1462820 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1462841.875000 Penalty: 2795.231201
	Iteration 32Q: 3 clusters Score -1462842 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1462860.500000 Penalty: 2795.231201
	Iteration 33Q: 3 clusters Score -1462860 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1462881.125000 Penalty: 2795.231201
	Iteration 34Q: 3 clusters Score -1462881 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1462899.250000 Penalty: 2795.231201
	Iteration 35Q: 3 clusters Score -1462899 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1462920.875000 Penalty: 2795.231201
	Iteration 36Q: 3 clusters Score -1462921 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1462944.625000 Penalty: 2795.231201
	Iteration 37Q: 3 clusters Score -1462945 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1462966.375000 Penalty: 2795.231201
	Iteration 38Q: 3 clusters Score -1462966 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1462992.750000 Penalty: 2795.231201
	Iteration 39Q: 3 clusters Score -1462993 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1463015.500000 Penalty: 2795.231201
	Iteration 40F: 3 clusters Score -1463016 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1463039.250000 Penalty: 2795.231201
	Iteration 41Q: 3 clusters Score -1463039 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1463066.625000 Penalty: 2795.231201
	Iteration 42Q: 3 clusters Score -1463067 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1463102.000000 Penalty: 2795.231201
	Iteration 43Q: 3 clusters Score -1463102 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1463122.625000 Penalty: 2795.231201
	Iteration 44Q: 3 clusters Score -1463123 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1463149.250000 Penalty: 2795.231201
	Iteration 45Q: 3 clusters Score -1463149 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1463186.250000 Penalty: 2795.231201
	Iteration 46Q: 3 clusters Score -1463186 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1463218.375000 Penalty: 2795.231201
	Iteration 47Q: 3 clusters Score -1463218 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1463247.625000 Penalty: 2795.231201
	Iteration 48Q: 3 clusters Score -1463248 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1463269.875000 Penalty: 2795.231201
	Iteration 49Q: 3 clusters Score -1463270 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1463288.125000 Penalty: 2795.231201
	Iteration 50Q: 3 clusters Score -1463288 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1463301.875000 Penalty: 2795.231201
	Iteration 51Q: 3 clusters Score -1463302 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1463321.125000 Penalty: 2795.231201
	Iteration 52Q: 3 clusters Score -1463321 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1463331.125000 Penalty: 2795.231201
	Iteration 53Q: 3 clusters Score -1463331 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1463356.375000 Penalty: 2795.231201
	Iteration 54Q: 3 clusters Score -1463356 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1463367.750000 Penalty: 2795.231201
	Iteration 55Q: 3 clusters Score -1463368 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1463377.125000 Penalty: 2795.231201
	Iteration 56Q: 3 clusters Score -1463377 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1463389.375000 Penalty: 2795.231201
	Iteration 57Q: 3 clusters Score -1463389 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1463400.750000 Penalty: 2795.231201
	Iteration 58Q: 3 clusters Score -1463401 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1463406.875000 Penalty: 2795.231201
	Iteration 59Q: 3 clusters Score -1463407 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1463414.250000 Penalty: 2795.231201
	Iteration 60F: 3 clusters Score -1463414 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1463424.875000 Penalty: 2795.231201
	Iteration 61Q: 3 clusters Score -1463425 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1463435.625000 Penalty: 2795.231201
	Iteration 62Q: 3 clusters Score -1463436 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1463439.000000 Penalty: 2795.231201
	Iteration 63Q: 3 clusters Score -1463439 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1463451.000000 Penalty: 2795.231201
	Iteration 64Q: 3 clusters Score -1463451 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1463462.500000 Penalty: 2795.231201
	Iteration 65Q: 3 clusters Score -1463462 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1463471.875000 Penalty: 2795.231201
	Iteration 66Q: 3 clusters Score -1463472 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1463483.500000 Penalty: 2795.231201
	Iteration 67Q: 3 clusters Score -1463484 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1463493.375000 Penalty: 2795.231201
	Iteration 68Q: 3 clusters Score -1463493 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1463505.500000 Penalty: 2795.231201
	Iteration 69Q: 3 clusters Score -1463506 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1463517.125000 Penalty: 2795.231201
	Iteration 70Q: 3 clusters Score -1463517 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1463526.875000 Penalty: 2795.231201
	Iteration 71Q: 3 clusters Score -1463527 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1463544.125000 Penalty: 2795.231201
	Iteration 72Q: 3 clusters Score -1463544 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1463554.750000 Penalty: 2795.231201
	Iteration 73Q: 3 clusters Score -1463555 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1463558.875000 Penalty: 2795.231201
	Iteration 74Q: 3 clusters Score -1463559 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1463563.750000 Penalty: 2795.231201
	Iteration 75Q: 3 clusters Score -1463564 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1463571.000000 Penalty: 2795.231201
	Iteration 76Q: 3 clusters Score -1463571 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1463578.250000 Penalty: 2795.231201
	Iteration 77Q: 3 clusters Score -1463578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1463579.750000 Penalty: 2795.231201
	Iteration 78Q: 3 clusters Score -1463580 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1463584.750000 Penalty: 2795.231201
	Iteration 79Q: 3 clusters Score -1463585 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1463592.250000 Penalty: 2795.231201
	Iteration 80F: 3 clusters Score -1463592 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1463600.125000 Penalty: 2795.231201
	Iteration 81Q: 3 clusters Score -1463600 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1463602.500000 Penalty: 2795.231201
	Iteration 82Q: 3 clusters Score -1463602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1463604.750000 Penalty: 2795.231201
	Iteration 83Q: 3 clusters Score -1463605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1463606.375000 Penalty: 2795.231201
	Iteration 84Q: 3 clusters Score -1463606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1463608.125000 Penalty: 2795.231201
	Iteration 85Q: 3 clusters Score -1463608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1463611.375000 Penalty: 2795.231201
	Iteration 86Q: 3 clusters Score -1463611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1463610.625000 Penalty: 2795.231201
	Iteration 87Q: 3 clusters Score -1463611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1463609.000000 Penalty: 2795.231201
	Iteration 88Q: 3 clusters Score -1463609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1463609.000000 Penalty: 2795.231201
	Iteration 89F: 3 clusters Score -1463609 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Entering Unmasked Estep 
Score: -704610.375000 Penalty: 1295.476562
	Iteration 0F: 2 clusters Score -704610.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -700260.312500 Penalty: 2590.953125
	Iteration 0F: 3 clusters Score -700260.3 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -701625.625000 Penalty: 2590.953125
	Iteration 1F: 3 clusters Score -701625.6 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -701862.625000 Penalty: 2590.953125
	Iteration 2F: 3 clusters Score -701862.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -702032.562500 Penalty: 2590.953125
	Iteration 3Q: 3 clusters Score -702032.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -702151.687500 Penalty: 2590.953125
	Iteration 4Q: 3 clusters Score -702151.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -702228.375000 Penalty: 2590.953125
	Iteration 5Q: 3 clusters Score -702228.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -702286.062500 Penalty: 2590.953125
	Iteration 6Q: 3 clusters Score -702286.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -702347.687500 Penalty: 2590.953125
	Iteration 7Q: 3 clusters Score -702347.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -702411.562500 Penalty: 2590.953125
	Iteration 8Q: 3 clusters Score -702411.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -702466.875000 Penalty: 2590.953125
	Iteration 9Q: 3 clusters Score -702466.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -702524.687500 Penalty: 2590.953125
	Iteration 10Q: 3 clusters Score -702524.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -702597.500000 Penalty: 2590.953125
	Iteration 11Q: 3 clusters Score -702597.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -702684.375000 Penalty: 2590.953125
	Iteration 12Q: 3 clusters Score -702684.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -702787.750000 Penalty: 2590.953125
	Iteration 13Q: 3 clusters Score -702787.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -702921.250000 Penalty: 2590.953125
	Iteration 14Q: 3 clusters Score -702921.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -703053.375000 Penalty: 2590.953125
	Iteration 15Q: 3 clusters Score -703053.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -703202.375000 Penalty: 2590.953125
	Iteration 16Q: 3 clusters Score -703202.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -703340.125000 Penalty: 2590.953125
	Iteration 17Q: 3 clusters Score -703340.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -703476.937500 Penalty: 2590.953125
	Iteration 18Q: 3 clusters Score -703476.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -703602.625000 Penalty: 2590.953125
	Iteration 19Q: 3 clusters Score -703602.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -703708.625000 Penalty: 2590.953125
	Iteration 20F: 3 clusters Score -703708.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -703801.500000 Penalty: 2590.953125
	Iteration 21Q: 3 clusters Score -703801.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -703884.250000 Penalty: 2590.953125
	Iteration 22Q: 3 clusters Score -703884.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -703941.750000 Penalty: 2590.953125
	Iteration 23Q: 3 clusters Score -703941.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -703984.500000 Penalty: 2590.953125
	Iteration 24Q: 3 clusters Score -703984.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -704009.937500 Penalty: 2590.953125
	Iteration 25Q: 3 clusters Score -704009.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -704032.500000 Penalty: 2590.953125
	Iteration 26Q: 3 clusters Score -704032.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -704055.812500 Penalty: 2590.953125
	Iteration 27Q: 3 clusters Score -704055.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -704074.187500 Penalty: 2590.953125
	Iteration 28Q: 3 clusters Score -704074.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -704094.625000 Penalty: 2590.953125
	Iteration 29Q: 3 clusters Score -704094.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -704109.687500 Penalty: 2590.953125
	Iteration 30Q: 3 clusters Score -704109.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -704122.000000 Penalty: 2590.953125
	Iteration 31Q: 3 clusters Score -704122 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -704128.875000 Penalty: 2590.953125
	Iteration 32Q: 3 clusters Score -704128.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -704138.937500 Penalty: 2590.953125
	Iteration 33Q: 3 clusters Score -704138.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -704142.187500 Penalty: 2590.953125
	Iteration 34Q: 3 clusters Score -704142.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -704148.750000 Penalty: 2590.953125
	Iteration 35Q: 3 clusters Score -704148.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -704153.812500 Penalty: 2590.953125
	Iteration 36Q: 3 clusters Score -704153.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -704153.437500 Penalty: 2590.953125
	Iteration 37Q: 3 clusters Score -704153.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -704154.437500 Penalty: 2590.953125
	Iteration 38Q: 3 clusters Score -704154.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -704157.500000 Penalty: 2590.953125
	Iteration 39Q: 3 clusters Score -704157.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -704158.875000 Penalty: 2590.953125
	Iteration 40F: 3 clusters Score -704158.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -704160.187500 Penalty: 2590.953125
	Iteration 41Q: 3 clusters Score -704160.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -704160.187500 Penalty: 2590.953125
	Iteration 42F: 3 clusters Score -704160.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (41088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41088 members 
Entering Unmasked Estep 
Score: -5053960.000000 Penalty: 1580.772583
	Iteration 0F: 2 clusters Score -5053960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 20394 members 
Entering Unmasked Estep 
Score: -5027354.500000 Penalty: 3161.545166
	Iteration 0F: 3 clusters Score -5027354 nChanged 18748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -5037730.000000 Penalty: 3161.545166
	Iteration 1F: 3 clusters Score -5037730 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22276 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -5038336.500000 Penalty: 3161.545166
	Iteration 2Q: 3 clusters Score -5038336 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23127 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -5038929.500000 Penalty: 3161.545166
	Iteration 3Q: 3 clusters Score -5038930 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24319 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -5039694.000000 Penalty: 3161.545166
	Iteration 4Q: 3 clusters Score -5039694 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -5040634.000000 Penalty: 3161.545166
	Iteration 5Q: 3 clusters Score -5040634 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27715 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -5041830.000000 Penalty: 3161.545166
	Iteration 6Q: 3 clusters Score -5041830 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30042 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -5043452.000000 Penalty: 3161.545166
	Iteration 7F: 3 clusters Score -5043452 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32724 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -5045609.500000 Penalty: 3161.545166
	Iteration 8F: 3 clusters Score -5045610 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35508 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -5048013.000000 Penalty: 3161.545166
	Iteration 9F: 3 clusters Score -5048013 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37798 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -5050037.500000 Penalty: 3161.545166
	Iteration 10F: 3 clusters Score -5050038 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39298 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -5051358.000000 Penalty: 3161.545166
	Iteration 11Q: 3 clusters Score -5051358 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40063 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -5052029.000000 Penalty: 3161.545166
	Iteration 12Q: 3 clusters Score -5052029 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40412 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -5052363.000000 Penalty: 3161.545166
	Iteration 13Q: 3 clusters Score -5052363 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40579 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -5052518.000000 Penalty: 3161.545166
	Iteration 14Q: 3 clusters Score -5052518 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40657 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -5052624.000000 Penalty: 3161.545166
	Iteration 15Q: 3 clusters Score -5052624 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40691 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -5052700.500000 Penalty: 3161.545166
	Iteration 16Q: 3 clusters Score -5052700 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40707 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -5052752.000000 Penalty: 3161.545166
	Iteration 17Q: 3 clusters Score -5052752 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40721 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -5052801.500000 Penalty: 3161.545166
	Iteration 18Q: 3 clusters Score -5052802 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40724 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -5052814.000000 Penalty: 3161.545166
	Iteration 19Q: 3 clusters Score -5052814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40729 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -5052815.000000 Penalty: 3161.545166
	Iteration 20F: 3 clusters Score -5052815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40731 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -5052823.000000 Penalty: 3161.545166
	Iteration 21Q: 3 clusters Score -5052823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40735 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -5052825.500000 Penalty: 3161.545166
	Iteration 22Q: 3 clusters Score -5052826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40733 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -5052828.500000 Penalty: 3161.545166
	Iteration 23Q: 3 clusters Score -5052828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40734 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -5052830.000000 Penalty: 3161.545166
	Iteration 24Q: 3 clusters Score -5052830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40735 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -5052831.000000 Penalty: 3161.545166
	Iteration 25Q: 3 clusters Score -5052831 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40735 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -5052831.000000 Penalty: 3161.545166
	Iteration 26F: 3 clusters Score -5052831 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (22498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Entering Unmasked Estep 
Score: -2844907.500000 Penalty: 1491.151978
	Iteration 0F: 2 clusters Score -2844908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -2830263.500000 Penalty: 2982.303955
	Iteration 0F: 3 clusters Score -2830264 nChanged 9985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -2835601.750000 Penalty: 2982.303955
	Iteration 1F: 3 clusters Score -2835602 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -2836003.750000 Penalty: 2982.303955
	Iteration 2F: 3 clusters Score -2836004 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -2836383.000000 Penalty: 2982.303955
	Iteration 3Q: 3 clusters Score -2836383 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -2836792.250000 Penalty: 2982.303955
	Iteration 4Q: 3 clusters Score -2836792 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -2837395.750000 Penalty: 2982.303955
	Iteration 5F: 3 clusters Score -2837396 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -2838156.750000 Penalty: 2982.303955
	Iteration 6F: 3 clusters Score -2838157 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -2839072.500000 Penalty: 2982.303955
	Iteration 7F: 3 clusters Score -2839072 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -2840062.750000 Penalty: 2982.303955
	Iteration 8F: 3 clusters Score -2840063 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -2841048.750000 Penalty: 2982.303955
	Iteration 9F: 3 clusters Score -2841049 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -2841877.000000 Penalty: 2982.303955
	Iteration 10Q: 3 clusters Score -2841877 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -2842577.750000 Penalty: 2982.303955
	Iteration 11Q: 3 clusters Score -2842578 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -2843125.000000 Penalty: 2982.303955
	Iteration 12Q: 3 clusters Score -2843125 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -2843457.750000 Penalty: 2982.303955
	Iteration 13Q: 3 clusters Score -2843458 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -2843664.250000 Penalty: 2982.303955
	Iteration 14Q: 3 clusters Score -2843664 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -2843802.500000 Penalty: 2982.303955
	Iteration 15Q: 3 clusters Score -2843802 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20072 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -2843880.500000 Penalty: 2982.303955
	Iteration 16Q: 3 clusters Score -2843880 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -2843926.250000 Penalty: 2982.303955
	Iteration 17Q: 3 clusters Score -2843926 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -2843962.750000 Penalty: 2982.303955
	Iteration 18Q: 3 clusters Score -2843963 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -2843989.250000 Penalty: 2982.303955
	Iteration 19Q: 3 clusters Score -2843989 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20440 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -2844002.000000 Penalty: 2982.303955
	Iteration 20F: 3 clusters Score -2844002 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -2844018.500000 Penalty: 2982.303955
	Iteration 21Q: 3 clusters Score -2844018 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -2844039.750000 Penalty: 2982.303955
	Iteration 22Q: 3 clusters Score -2844040 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -2844047.000000 Penalty: 2982.303955
	Iteration 23Q: 3 clusters Score -2844047 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -2844062.750000 Penalty: 2982.303955
	Iteration 24Q: 3 clusters Score -2844063 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -2844072.250000 Penalty: 2982.303955
	Iteration 25Q: 3 clusters Score -2844072 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20686 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -2844078.250000 Penalty: 2982.303955
	Iteration 26Q: 3 clusters Score -2844078 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -2844089.250000 Penalty: 2982.303955
	Iteration 27Q: 3 clusters Score -2844089 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2844096.500000 Penalty: 2982.303955
	Iteration 28Q: 3 clusters Score -2844096 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -2844085.750000 Penalty: 2982.303955
	Iteration 29Q: 3 clusters Score -2844086 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -2844090.000000 Penalty: 2982.303955
	Iteration 30Q: 3 clusters Score -2844090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -2844096.500000 Penalty: 2982.303955
	Iteration 31Q: 3 clusters Score -2844096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20777 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2844092.750000 Penalty: 2982.303955
	Iteration 32Q: 3 clusters Score -2844093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20782 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -2844099.000000 Penalty: 2982.303955
	Iteration 33Q: 3 clusters Score -2844099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20787 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -2844102.500000 Penalty: 2982.303955
	Iteration 34Q: 3 clusters Score -2844102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -2844104.000000 Penalty: 2982.303955
	Iteration 35Q: 3 clusters Score -2844104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2844104.250000 Penalty: 2982.303955
	Iteration 36Q: 3 clusters Score -2844104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20804 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2844098.750000 Penalty: 2982.303955
	Iteration 37Q: 3 clusters Score -2844099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2844103.250000 Penalty: 2982.303955
	Iteration 38Q: 3 clusters Score -2844103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2844102.750000 Penalty: 2982.303955
	Iteration 39Q: 3 clusters Score -2844103 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20829 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2844108.250000 Penalty: 2982.303955
	Iteration 40F: 3 clusters Score -2844108 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20843 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2844111.750000 Penalty: 2982.303955
	Iteration 41Q: 3 clusters Score -2844112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20855 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2844112.750000 Penalty: 2982.303955
	Iteration 42Q: 3 clusters Score -2844113 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2844110.750000 Penalty: 2982.303955
	Iteration 43Q: 3 clusters Score -2844111 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2844107.750000 Penalty: 2982.303955
	Iteration 44Q: 3 clusters Score -2844108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20883 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2844112.750000 Penalty: 2982.303955
	Iteration 45Q: 3 clusters Score -2844113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20887 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2844118.750000 Penalty: 2982.303955
	Iteration 46Q: 3 clusters Score -2844119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20891 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2844119.500000 Penalty: 2982.303955
	Iteration 47Q: 3 clusters Score -2844120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20894 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2844119.250000 Penalty: 2982.303955
	Iteration 48Q: 3 clusters Score -2844119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -2844119.000000 Penalty: 2982.303955
	Iteration 49Q: 3 clusters Score -2844119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2844117.500000 Penalty: 2982.303955
	Iteration 50Q: 3 clusters Score -2844118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2844124.000000 Penalty: 2982.303955
	Iteration 51Q: 3 clusters Score -2844124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2844126.000000 Penalty: 2982.303955
	Iteration 52Q: 3 clusters Score -2844126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20910 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2844125.000000 Penalty: 2982.303955
	Iteration 53Q: 3 clusters Score -2844125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2844124.250000 Penalty: 2982.303955
	Iteration 54Q: 3 clusters Score -2844124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -2844124.750000 Penalty: 2982.303955
	Iteration 55Q: 3 clusters Score -2844125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -2844124.750000 Penalty: 2982.303955
	Iteration 56F: 3 clusters Score -2844125 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Entering Unmasked Estep 
Score: -618433.000000 Penalty: 1272.735840
	Iteration 0F: 2 clusters Score -618433 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -614670.187500 Penalty: 2545.471680
	Iteration 0F: 3 clusters Score -614670.2 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -615778.375000 Penalty: 2545.471680
	Iteration 1F: 3 clusters Score -615778.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -616005.437500 Penalty: 2545.471680
	Iteration 2F: 3 clusters Score -616005.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -616166.437500 Penalty: 2545.471680
	Iteration 3F: 3 clusters Score -616166.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -616297.625000 Penalty: 2545.471680
	Iteration 4Q: 3 clusters Score -616297.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -616399.937500 Penalty: 2545.471680
	Iteration 5Q: 3 clusters Score -616399.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -616481.312500 Penalty: 2545.471680
	Iteration 6Q: 3 clusters Score -616481.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -616555.000000 Penalty: 2545.471680
	Iteration 7Q: 3 clusters Score -616555 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -616627.687500 Penalty: 2545.471680
	Iteration 8Q: 3 clusters Score -616627.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -616686.375000 Penalty: 2545.471680
	Iteration 9Q: 3 clusters Score -616686.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -616740.250000 Penalty: 2545.471680
	Iteration 10Q: 3 clusters Score -616740.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -616789.500000 Penalty: 2545.471680
	Iteration 11Q: 3 clusters Score -616789.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -616835.312500 Penalty: 2545.471680
	Iteration 12Q: 3 clusters Score -616835.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -616879.125000 Penalty: 2545.471680
	Iteration 13Q: 3 clusters Score -616879.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -616930.437500 Penalty: 2545.471680
	Iteration 14Q: 3 clusters Score -616930.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -616976.687500 Penalty: 2545.471680
	Iteration 15Q: 3 clusters Score -616976.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -617019.125000 Penalty: 2545.471680
	Iteration 16Q: 3 clusters Score -617019.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -617058.937500 Penalty: 2545.471680
	Iteration 17Q: 3 clusters Score -617058.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -617094.937500 Penalty: 2545.471680
	Iteration 18Q: 3 clusters Score -617094.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -617127.000000 Penalty: 2545.471680
	Iteration 19Q: 3 clusters Score -617127 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -617171.750000 Penalty: 2545.471680
	Iteration 20F: 3 clusters Score -617171.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -617215.687500 Penalty: 2545.471680
	Iteration 21Q: 3 clusters Score -617215.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -617248.000000 Penalty: 2545.471680
	Iteration 22Q: 3 clusters Score -617248 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -617280.500000 Penalty: 2545.471680
	Iteration 23Q: 3 clusters Score -617280.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -617317.312500 Penalty: 2545.471680
	Iteration 24Q: 3 clusters Score -617317.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -617348.125000 Penalty: 2545.471680
	Iteration 25Q: 3 clusters Score -617348.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -617374.375000 Penalty: 2545.471680
	Iteration 26Q: 3 clusters Score -617374.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -617402.750000 Penalty: 2545.471680
	Iteration 27Q: 3 clusters Score -617402.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -617429.625000 Penalty: 2545.471680
	Iteration 28Q: 3 clusters Score -617429.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -617457.937500 Penalty: 2545.471680
	Iteration 29Q: 3 clusters Score -617457.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -617487.937500 Penalty: 2545.471680
	Iteration 30Q: 3 clusters Score -617487.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -617514.250000 Penalty: 2545.471680
	Iteration 31Q: 3 clusters Score -617514.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -617534.625000 Penalty: 2545.471680
	Iteration 32Q: 3 clusters Score -617534.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -617556.187500 Penalty: 2545.471680
	Iteration 33Q: 3 clusters Score -617556.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -617576.375000 Penalty: 2545.471680
	Iteration 34Q: 3 clusters Score -617576.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -617590.062500 Penalty: 2545.471680
	Iteration 35Q: 3 clusters Score -617590.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -617603.437500 Penalty: 2545.471680
	Iteration 36Q: 3 clusters Score -617603.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -617618.187500 Penalty: 2545.471680
	Iteration 37Q: 3 clusters Score -617618.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -617631.187500 Penalty: 2545.471680
	Iteration 38Q: 3 clusters Score -617631.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -617650.187500 Penalty: 2545.471680
	Iteration 39Q: 3 clusters Score -617650.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -617663.687500 Penalty: 2545.471680
	Iteration 40F: 3 clusters Score -617663.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -617676.625000 Penalty: 2545.471680
	Iteration 41Q: 3 clusters Score -617676.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -617689.562500 Penalty: 2545.471680
	Iteration 42Q: 3 clusters Score -617689.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -617695.812500 Penalty: 2545.471680
	Iteration 43Q: 3 clusters Score -617695.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -617706.625000 Penalty: 2545.471680
	Iteration 44Q: 3 clusters Score -617706.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -617715.187500 Penalty: 2545.471680
	Iteration 45Q: 3 clusters Score -617715.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -617721.500000 Penalty: 2545.471680
	Iteration 46Q: 3 clusters Score -617721.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -617725.875000 Penalty: 2545.471680
	Iteration 47Q: 3 clusters Score -617725.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -617731.062500 Penalty: 2545.471680
	Iteration 48Q: 3 clusters Score -617731.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -617731.937500 Penalty: 2545.471680
	Iteration 49Q: 3 clusters Score -617731.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -617733.062500 Penalty: 2545.471680
	Iteration 50Q: 3 clusters Score -617733.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -617736.000000 Penalty: 2545.471680
	Iteration 51Q: 3 clusters Score -617736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -617735.562500 Penalty: 2545.471680
	Iteration 52Q: 3 clusters Score -617735.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -617735.562500 Penalty: 2545.471680
	Iteration 53F: 3 clusters Score -617735.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Entering Unmasked Estep 
Score: -535028.875000 Penalty: 1254.530151
	Iteration 0F: 2 clusters Score -535028.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -531575.375000 Penalty: 2509.060303
	Iteration 0F: 3 clusters Score -531575.4 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -532602.562500 Penalty: 2509.060303
	Iteration 1F: 3 clusters Score -532602.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -532867.500000 Penalty: 2509.060303
	Iteration 2F: 3 clusters Score -532867.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -533084.750000 Penalty: 2509.060303
	Iteration 3F: 3 clusters Score -533084.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -533302.875000 Penalty: 2509.060303
	Iteration 4F: 3 clusters Score -533302.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -533519.062500 Penalty: 2509.060303
	Iteration 5F: 3 clusters Score -533519.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -533685.062500 Penalty: 2509.060303
	Iteration 6Q: 3 clusters Score -533685.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -533811.687500 Penalty: 2509.060303
	Iteration 7Q: 3 clusters Score -533811.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -533907.062500 Penalty: 2509.060303
	Iteration 8Q: 3 clusters Score -533907.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -533981.437500 Penalty: 2509.060303
	Iteration 9Q: 3 clusters Score -533981.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -534050.437500 Penalty: 2509.060303
	Iteration 10Q: 3 clusters Score -534050.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -534117.375000 Penalty: 2509.060303
	Iteration 11Q: 3 clusters Score -534117.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -534190.500000 Penalty: 2509.060303
	Iteration 12Q: 3 clusters Score -534190.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -534245.125000 Penalty: 2509.060303
	Iteration 13Q: 3 clusters Score -534245.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -534283.187500 Penalty: 2509.060303
	Iteration 14Q: 3 clusters Score -534283.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -534318.687500 Penalty: 2509.060303
	Iteration 15Q: 3 clusters Score -534318.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -534343.125000 Penalty: 2509.060303
	Iteration 16Q: 3 clusters Score -534343.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -534360.437500 Penalty: 2509.060303
	Iteration 17Q: 3 clusters Score -534360.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -534373.812500 Penalty: 2509.060303
	Iteration 18Q: 3 clusters Score -534373.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -534387.500000 Penalty: 2509.060303
	Iteration 19Q: 3 clusters Score -534387.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -534401.125000 Penalty: 2509.060303
	Iteration 20F: 3 clusters Score -534401.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -534412.187500 Penalty: 2509.060303
	Iteration 21Q: 3 clusters Score -534412.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -534427.625000 Penalty: 2509.060303
	Iteration 22Q: 3 clusters Score -534427.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -534448.187500 Penalty: 2509.060303
	Iteration 23Q: 3 clusters Score -534448.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -534464.125000 Penalty: 2509.060303
	Iteration 24Q: 3 clusters Score -534464.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -534476.687500 Penalty: 2509.060303
	Iteration 25Q: 3 clusters Score -534476.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -534486.812500 Penalty: 2509.060303
	Iteration 26Q: 3 clusters Score -534486.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -534493.687500 Penalty: 2509.060303
	Iteration 27Q: 3 clusters Score -534493.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -534497.187500 Penalty: 2509.060303
	Iteration 28Q: 3 clusters Score -534497.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -534499.937500 Penalty: 2509.060303
	Iteration 29Q: 3 clusters Score -534499.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -534502.062500 Penalty: 2509.060303
	Iteration 30Q: 3 clusters Score -534502.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -534506.125000 Penalty: 2509.060303
	Iteration 31Q: 3 clusters Score -534506.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -534510.125000 Penalty: 2509.060303
	Iteration 32Q: 3 clusters Score -534510.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -534512.312500 Penalty: 2509.060303
	Iteration 33Q: 3 clusters Score -534512.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -534516.750000 Penalty: 2509.060303
	Iteration 34Q: 3 clusters Score -534516.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -534522.625000 Penalty: 2509.060303
	Iteration 35Q: 3 clusters Score -534522.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -534527.437500 Penalty: 2509.060303
	Iteration 36Q: 3 clusters Score -534527.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -534530.625000 Penalty: 2509.060303
	Iteration 37Q: 3 clusters Score -534530.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -534534.250000 Penalty: 2509.060303
	Iteration 38Q: 3 clusters Score -534534.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -534537.500000 Penalty: 2509.060303
	Iteration 39Q: 3 clusters Score -534537.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -534540.250000 Penalty: 2509.060303
	Iteration 40F: 3 clusters Score -534540.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -534542.187500 Penalty: 2509.060303
	Iteration 41Q: 3 clusters Score -534542.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -534543.000000 Penalty: 2509.060303
	Iteration 42Q: 3 clusters Score -534543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -534544.750000 Penalty: 2509.060303
	Iteration 43Q: 3 clusters Score -534544.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -534547.250000 Penalty: 2509.060303
	Iteration 44Q: 3 clusters Score -534547.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -534548.437500 Penalty: 2509.060303
	Iteration 45Q: 3 clusters Score -534548.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -534549.062500 Penalty: 2509.060303
	Iteration 46Q: 3 clusters Score -534549.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -534549.375000 Penalty: 2509.060303
	Iteration 47Q: 3 clusters Score -534549.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -534550.125000 Penalty: 2509.060303
	Iteration 48Q: 3 clusters Score -534550.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -534550.062500 Penalty: 2509.060303
	Iteration 49Q: 3 clusters Score -534550.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -534551.500000 Penalty: 2509.060303
	Iteration 50Q: 3 clusters Score -534551.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -534551.875000 Penalty: 2509.060303
	Iteration 51Q: 3 clusters Score -534551.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -534553.000000 Penalty: 2509.060303
	Iteration 52Q: 3 clusters Score -534553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -534553.125000 Penalty: 2509.060303
	Iteration 53Q: 3 clusters Score -534553.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -534554.000000 Penalty: 2509.060303
	Iteration 54Q: 3 clusters Score -534554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -534554.000000 Penalty: 2509.060303
	Iteration 55F: 3 clusters Score -534554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Entering Unmasked Estep 
Score: -60176.351562 Penalty: 964.458679
	Iteration 0F: 2 clusters Score -60176.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -59171.335938 Penalty: 1928.917358
	Iteration 0F: 3 clusters Score -59171.34 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -59458.261719 Penalty: 1928.917358
	Iteration 1F: 3 clusters Score -59458.26 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -59597.625000 Penalty: 1928.917358
	Iteration 2F: 3 clusters Score -59597.62 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -59644.164062 Penalty: 1928.917358
	Iteration 3Q: 3 clusters Score -59644.16 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -59717.000000 Penalty: 1928.917358
	Iteration 4Q: 3 clusters Score -59717 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -59794.414062 Penalty: 1928.917358
	Iteration 5Q: 3 clusters Score -59794.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -59819.113281 Penalty: 1928.917358
	Iteration 6Q: 3 clusters Score -59819.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -59825.386719 Penalty: 1928.917358
	Iteration 7Q: 3 clusters Score -59825.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -59832.445312 Penalty: 1928.917358
	Iteration 8Q: 3 clusters Score -59832.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -59842.847656 Penalty: 1928.917358
	Iteration 9Q: 3 clusters Score -59842.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -59851.160156 Penalty: 1928.917358
	Iteration 10Q: 3 clusters Score -59851.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -59855.476562 Penalty: 1928.917358
	Iteration 11Q: 3 clusters Score -59855.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -59857.941406 Penalty: 1928.917358
	Iteration 12Q: 3 clusters Score -59857.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -59859.566406 Penalty: 1928.917358
	Iteration 13Q: 3 clusters Score -59859.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -59862.562500 Penalty: 1928.917358
	Iteration 14Q: 3 clusters Score -59862.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -59862.562500 Penalty: 1928.917358
	Iteration 15F: 3 clusters Score -59862.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (10954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Entering Unmasked Estep 
Score: -1332479.000000 Penalty: 1384.057373
	Iteration 0F: 2 clusters Score -1332479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1325137.000000 Penalty: 2768.114746
	Iteration 0F: 3 clusters Score -1325137 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1327637.375000 Penalty: 2768.114746
	Iteration 1F: 3 clusters Score -1327637 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1327936.000000 Penalty: 2768.114746
	Iteration 2F: 3 clusters Score -1327936 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1328139.500000 Penalty: 2768.114746
	Iteration 3Q: 3 clusters Score -1328140 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1328323.125000 Penalty: 2768.114746
	Iteration 4Q: 3 clusters Score -1328323 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1328532.125000 Penalty: 2768.114746
	Iteration 5Q: 3 clusters Score -1328532 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1328784.250000 Penalty: 2768.114746
	Iteration 6Q: 3 clusters Score -1328784 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1329058.375000 Penalty: 2768.114746
	Iteration 7Q: 3 clusters Score -1329058 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1329373.875000 Penalty: 2768.114746
	Iteration 8Q: 3 clusters Score -1329374 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1329680.000000 Penalty: 2768.114746
	Iteration 9Q: 3 clusters Score -1329680 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1329970.500000 Penalty: 2768.114746
	Iteration 10Q: 3 clusters Score -1329970 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1330276.750000 Penalty: 2768.114746
	Iteration 11Q: 3 clusters Score -1330277 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1330510.000000 Penalty: 2768.114746
	Iteration 12Q: 3 clusters Score -1330510 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1330717.875000 Penalty: 2768.114746
	Iteration 13Q: 3 clusters Score -1330718 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1330875.625000 Penalty: 2768.114746
	Iteration 14Q: 3 clusters Score -1330876 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1330999.125000 Penalty: 2768.114746
	Iteration 15Q: 3 clusters Score -1330999 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -1331082.000000 Penalty: 2768.114746
	Iteration 16Q: 3 clusters Score -1331082 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1331145.375000 Penalty: 2768.114746
	Iteration 17Q: 3 clusters Score -1331145 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -1331191.500000 Penalty: 2768.114746
	Iteration 18Q: 3 clusters Score -1331192 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1331225.250000 Penalty: 2768.114746
	Iteration 19Q: 3 clusters Score -1331225 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -1331258.250000 Penalty: 2768.114746
	Iteration 20F: 3 clusters Score -1331258 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1331291.750000 Penalty: 2768.114746
	Iteration 21Q: 3 clusters Score -1331292 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1331331.125000 Penalty: 2768.114746
	Iteration 22Q: 3 clusters Score -1331331 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -1331371.375000 Penalty: 2768.114746
	Iteration 23Q: 3 clusters Score -1331371 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1331405.375000 Penalty: 2768.114746
	Iteration 24Q: 3 clusters Score -1331405 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -1331432.375000 Penalty: 2768.114746
	Iteration 25Q: 3 clusters Score -1331432 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1331460.250000 Penalty: 2768.114746
	Iteration 26Q: 3 clusters Score -1331460 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1331472.125000 Penalty: 2768.114746
	Iteration 27Q: 3 clusters Score -1331472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1331477.875000 Penalty: 2768.114746
	Iteration 28Q: 3 clusters Score -1331478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1331480.875000 Penalty: 2768.114746
	Iteration 29Q: 3 clusters Score -1331481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -1331485.750000 Penalty: 2768.114746
	Iteration 30Q: 3 clusters Score -1331486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -1331487.625000 Penalty: 2768.114746
	Iteration 31Q: 3 clusters Score -1331488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -1331487.625000 Penalty: 2768.114746
	Iteration 32F: 3 clusters Score -1331488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Entering Unmasked Estep 
Score: -20432.458984 Penalty: 840.567383
	Iteration 0F: 2 clusters Score -20432.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -19736.273438 Penalty: 1681.134766
	Iteration 0F: 3 clusters Score -19736.27 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -19885.691406 Penalty: 1681.134766
	Iteration 1F: 3 clusters Score -19885.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -19949.728516 Penalty: 1681.134766
	Iteration 2Q: 3 clusters Score -19949.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -19996.820312 Penalty: 1681.134766
	Iteration 3Q: 3 clusters Score -19996.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -20010.689453 Penalty: 1681.134766
	Iteration 4Q: 3 clusters Score -20010.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -20023.962891 Penalty: 1681.134766
	Iteration 5Q: 3 clusters Score -20023.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -20029.386719 Penalty: 1681.134766
	Iteration 6Q: 3 clusters Score -20029.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -20041.888672 Penalty: 1681.134766
	Iteration 7Q: 3 clusters Score -20041.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -20051.257812 Penalty: 1681.134766
	Iteration 8Q: 3 clusters Score -20051.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -20051.257812 Penalty: 1681.134766
	Iteration 9F: 3 clusters Score -20051.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Entering Unmasked Estep 
Score: -132162.125000 Penalty: 1047.501465
	Iteration 0F: 2 clusters Score -132162.1 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 563 members 
Entering Unmasked Estep 
Score: -130844.148438 Penalty: 2095.002930
	Iteration 0F: 3 clusters Score -130844.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -131121.531250 Penalty: 2095.002930
	Iteration 1F: 3 clusters Score -131121.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -131204.953125 Penalty: 2095.002930
	Iteration 2F: 3 clusters Score -131205 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -131247.421875 Penalty: 2095.002930
	Iteration 3Q: 3 clusters Score -131247.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -131272.750000 Penalty: 2095.002930
	Iteration 4Q: 3 clusters Score -131272.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -131284.515625 Penalty: 2095.002930
	Iteration 5Q: 3 clusters Score -131284.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -131290.171875 Penalty: 2095.002930
	Iteration 6Q: 3 clusters Score -131290.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -131297.437500 Penalty: 2095.002930
	Iteration 7Q: 3 clusters Score -131297.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -131301.296875 Penalty: 2095.002930
	Iteration 8Q: 3 clusters Score -131301.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -131304.796875 Penalty: 2095.002930
	Iteration 9Q: 3 clusters Score -131304.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -131306.343750 Penalty: 2095.002930
	Iteration 10Q: 3 clusters Score -131306.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -131306.343750 Penalty: 2095.002930
	Iteration 11F: 3 clusters Score -131306.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Entering Unmasked Estep 
Score: -44557.851562 Penalty: 891.901489
	Iteration 0F: 2 clusters Score -44557.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -43730.648438 Penalty: 1783.802979
	Iteration 0F: 3 clusters Score -43730.65 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -43870.605469 Penalty: 1783.802979
	Iteration 1F: 3 clusters Score -43870.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -43928.046875 Penalty: 1783.802979
	Iteration 2Q: 3 clusters Score -43928.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -43997.062500 Penalty: 1783.802979
	Iteration 3Q: 3 clusters Score -43997.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -44039.398438 Penalty: 1783.802979
	Iteration 4Q: 3 clusters Score -44039.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -44066.675781 Penalty: 1783.802979
	Iteration 5Q: 3 clusters Score -44066.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -44101.585938 Penalty: 1783.802979
	Iteration 6Q: 3 clusters Score -44101.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -44128.195312 Penalty: 1783.802979
	Iteration 7Q: 3 clusters Score -44128.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -44137.855469 Penalty: 1783.802979
	Iteration 8Q: 3 clusters Score -44137.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -44147.292969 Penalty: 1783.802979
	Iteration 9Q: 3 clusters Score -44147.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -44151.746094 Penalty: 1783.802979
	Iteration 10Q: 3 clusters Score -44151.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -44151.746094 Penalty: 1783.802979
	Iteration 11F: 3 clusters Score -44151.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Entering Unmasked Estep 
Score: -9760.527344 Penalty: 753.314148
	Iteration 0F: 2 clusters Score -9760.527 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 79 members 
Entering Unmasked Estep 
Score: -9322.784180 Penalty: 1506.628296
	Iteration 0F: 3 clusters Score -9322.784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -9360.358398 Penalty: 1506.628296
	Iteration 1F: 3 clusters Score -9360.358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -9387.789062 Penalty: 1506.628296
	Iteration 2Q: 3 clusters Score -9387.789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -9421.565430 Penalty: 1506.628296
	Iteration 3Q: 3 clusters Score -9421.565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9430.763672 Penalty: 1506.628296
	Iteration 4Q: 3 clusters Score -9430.764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -9430.763672 Penalty: 1506.628296
	Iteration 5F: 3 clusters Score -9430.764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Entering Unmasked Estep 
Score: -26646.306641 Penalty: 846.221985
	Iteration 0F: 2 clusters Score -26646.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -25910.240234 Penalty: 1692.443970
	Iteration 0F: 3 clusters Score -25910.24 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -26021.142578 Penalty: 1692.443970
	Iteration 1F: 3 clusters Score -26021.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -26036.400391 Penalty: 1692.443970
	Iteration 2Q: 3 clusters Score -26036.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -26061.136719 Penalty: 1692.443970
	Iteration 3Q: 3 clusters Score -26061.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -26063.882812 Penalty: 1692.443970
	Iteration 4Q: 3 clusters Score -26063.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -26063.882812 Penalty: 1692.443970
	Iteration 5F: 3 clusters Score -26063.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (35603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35603 members 
Entering Unmasked Estep 
Score: -4467243.500000 Penalty: 1559.451660
	Iteration 0F: 2 clusters Score -4467244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -4444112.500000 Penalty: 3118.903320
	Iteration 0F: 3 clusters Score -4444112 nChanged 16051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -4452943.500000 Penalty: 3118.903320
	Iteration 1F: 3 clusters Score -4452944 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -4453302.000000 Penalty: 3118.903320
	Iteration 2Q: 3 clusters Score -4453302 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -4453625.000000 Penalty: 3118.903320
	Iteration 3Q: 3 clusters Score -4453625 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -4453903.000000 Penalty: 3118.903320
	Iteration 4Q: 3 clusters Score -4453903 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -4454200.000000 Penalty: 3118.903320
	Iteration 5Q: 3 clusters Score -4454200 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -4454513.500000 Penalty: 3118.903320
	Iteration 6Q: 3 clusters Score -4454514 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -4454845.500000 Penalty: 3118.903320
	Iteration 7Q: 3 clusters Score -4454846 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21305 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -4455371.000000 Penalty: 3118.903320
	Iteration 8Q: 3 clusters Score -4455371 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22646 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -4456150.000000 Penalty: 3118.903320
	Iteration 9Q: 3 clusters Score -4456150 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24277 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -4457238.000000 Penalty: 3118.903320
	Iteration 10Q: 3 clusters Score -4457238 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26208 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -4458677.500000 Penalty: 3118.903320
	Iteration 11F: 3 clusters Score -4458678 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28126 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -4460323.500000 Penalty: 3118.903320
	Iteration 12F: 3 clusters Score -4460324 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29860 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -4461937.500000 Penalty: 3118.903320
	Iteration 13F: 3 clusters Score -4461938 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31200 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -4463365.000000 Penalty: 3118.903320
	Iteration 14Q: 3 clusters Score -4463365 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32098 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -4464460.500000 Penalty: 3118.903320
	Iteration 15Q: 3 clusters Score -4464460 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32595 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -4464992.000000 Penalty: 3118.903320
	Iteration 16Q: 3 clusters Score -4464992 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32922 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -4465262.500000 Penalty: 3118.903320
	Iteration 17Q: 3 clusters Score -4465262 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33196 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -4465440.500000 Penalty: 3118.903320
	Iteration 18Q: 3 clusters Score -4465440 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33418 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -4465608.000000 Penalty: 3118.903320
	Iteration 19Q: 3 clusters Score -4465608 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33605 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -4465725.000000 Penalty: 3118.903320
	Iteration 20F: 3 clusters Score -4465725 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33750 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -4465814.500000 Penalty: 3118.903320
	Iteration 21Q: 3 clusters Score -4465814 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33862 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -4465894.500000 Penalty: 3118.903320
	Iteration 22Q: 3 clusters Score -4465894 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33959 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -4465966.000000 Penalty: 3118.903320
	Iteration 23Q: 3 clusters Score -4465966 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34046 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -4466037.000000 Penalty: 3118.903320
	Iteration 24Q: 3 clusters Score -4466037 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34123 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -4466084.500000 Penalty: 3118.903320
	Iteration 25Q: 3 clusters Score -4466084 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34185 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -4466122.000000 Penalty: 3118.903320
	Iteration 26Q: 3 clusters Score -4466122 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34224 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -4466155.500000 Penalty: 3118.903320
	Iteration 27Q: 3 clusters Score -4466156 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34264 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -4466178.000000 Penalty: 3118.903320
	Iteration 28Q: 3 clusters Score -4466178 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34291 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -4466198.000000 Penalty: 3118.903320
	Iteration 29Q: 3 clusters Score -4466198 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34308 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -4466222.000000 Penalty: 3118.903320
	Iteration 30Q: 3 clusters Score -4466222 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34328 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -4466240.000000 Penalty: 3118.903320
	Iteration 31Q: 3 clusters Score -4466240 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34349 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -4466258.000000 Penalty: 3118.903320
	Iteration 32Q: 3 clusters Score -4466258 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34363 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -4466281.000000 Penalty: 3118.903320
	Iteration 33Q: 3 clusters Score -4466281 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34371 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -4466286.000000 Penalty: 3118.903320
	Iteration 34Q: 3 clusters Score -4466286 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34374 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -4466290.000000 Penalty: 3118.903320
	Iteration 35Q: 3 clusters Score -4466290 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34378 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -4466296.500000 Penalty: 3118.903320
	Iteration 36Q: 3 clusters Score -4466296 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34382 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -4466297.000000 Penalty: 3118.903320
	Iteration 37Q: 3 clusters Score -4466297 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34395 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -4466301.000000 Penalty: 3118.903320
	Iteration 38Q: 3 clusters Score -4466301 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34406 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -4466302.500000 Penalty: 3118.903320
	Iteration 39Q: 3 clusters Score -4466302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34409 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -4466301.500000 Penalty: 3118.903320
	Iteration 40F: 3 clusters Score -4466302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34409 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -4466303.500000 Penalty: 3118.903320
	Iteration 41Q: 3 clusters Score -4466304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34411 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -4466310.500000 Penalty: 3118.903320
	Iteration 42Q: 3 clusters Score -4466310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34414 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -4466306.500000 Penalty: 3118.903320
	Iteration 43Q: 3 clusters Score -4466306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34416 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -4466313.000000 Penalty: 3118.903320
	Iteration 44Q: 3 clusters Score -4466313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34414 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -4466309.500000 Penalty: 3118.903320
	Iteration 45Q: 3 clusters Score -4466310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34414 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -4466309.500000 Penalty: 3118.903320
	Iteration 46Q: 3 clusters Score -4466310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34416 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -4466310.000000 Penalty: 3118.903320
	Iteration 47Q: 3 clusters Score -4466310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34416 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -4466310.000000 Penalty: 3118.903320
	Iteration 48F: 3 clusters Score -4466310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (59796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59796 members 
Entering Unmasked Estep 
Score: -7616111.000000 Penalty: 1636.605713
	Iteration 0F: 2 clusters Score -7616111 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29922 members 
Mstep: Class 2 contains 29874 members 
Entering Unmasked Estep 
Score: -7578586.000000 Penalty: 3273.211426
	Iteration 0F: 3 clusters Score -7578586 nChanged 28009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30867 members 
Mstep: Class 2 contains 28929 members 
Entering Unmasked Estep 
Score: -7594457.000000 Penalty: 3273.211426
	Iteration 1F: 3 clusters Score -7594457 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31712 members 
Mstep: Class 2 contains 28084 members 
Entering Unmasked Estep 
Score: -7595425.500000 Penalty: 3273.211426
	Iteration 2Q: 3 clusters Score -7595426 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32967 members 
Mstep: Class 2 contains 26829 members 
Entering Unmasked Estep 
Score: -7596717.000000 Penalty: 3273.211426
	Iteration 3F: 3 clusters Score -7596717 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34692 members 
Mstep: Class 2 contains 25104 members 
Entering Unmasked Estep 
Score: -7598463.000000 Penalty: 3273.211426
	Iteration 4F: 3 clusters Score -7598463 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36803 members 
Mstep: Class 2 contains 22993 members 
Entering Unmasked Estep 
Score: -7600457.500000 Penalty: 3273.211426
	Iteration 5F: 3 clusters Score -7600458 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39063 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -7602381.500000 Penalty: 3273.211426
	Iteration 6F: 3 clusters Score -7602382 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41408 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -7604045.000000 Penalty: 3273.211426
	Iteration 7F: 3 clusters Score -7604045 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43682 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -7605275.000000 Penalty: 3273.211426
	Iteration 8Q: 3 clusters Score -7605275 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45971 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -7606473.000000 Penalty: 3273.211426
	Iteration 9Q: 3 clusters Score -7606473 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48293 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -7607692.000000 Penalty: 3273.211426
	Iteration 10Q: 3 clusters Score -7607692 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50599 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -7609012.500000 Penalty: 3273.211426
	Iteration 11Q: 3 clusters Score -7609012 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52750 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -7610434.500000 Penalty: 3273.211426
	Iteration 12Q: 3 clusters Score -7610434 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54544 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -7611721.000000 Penalty: 3273.211426
	Iteration 13Q: 3 clusters Score -7611721 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55883 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -7612721.000000 Penalty: 3273.211426
	Iteration 14Q: 3 clusters Score -7612721 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56796 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -7613499.500000 Penalty: 3273.211426
	Iteration 15Q: 3 clusters Score -7613500 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57391 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -7614064.000000 Penalty: 3273.211426
	Iteration 16Q: 3 clusters Score -7614064 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57754 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -7614397.000000 Penalty: 3273.211426
	Iteration 17Q: 3 clusters Score -7614397 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57974 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -7614632.000000 Penalty: 3273.211426
	Iteration 18Q: 3 clusters Score -7614632 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58111 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -7614790.500000 Penalty: 3273.211426
	Iteration 19Q: 3 clusters Score -7614790 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58195 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -7614858.500000 Penalty: 3273.211426
	Iteration 20F: 3 clusters Score -7614858 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58249 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -7614887.000000 Penalty: 3273.211426
	Iteration 21Q: 3 clusters Score -7614887 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58293 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -7614922.500000 Penalty: 3273.211426
	Iteration 22Q: 3 clusters Score -7614922 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58340 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -7614925.500000 Penalty: 3273.211426
	Iteration 23Q: 3 clusters Score -7614926 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58369 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -7614937.500000 Penalty: 3273.211426
	Iteration 24Q: 3 clusters Score -7614938 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58385 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -7614945.000000 Penalty: 3273.211426
	Iteration 25Q: 3 clusters Score -7614945 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58395 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -7614942.000000 Penalty: 3273.211426
	Iteration 26Q: 3 clusters Score -7614942 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58407 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -7614947.500000 Penalty: 3273.211426
	Iteration 27Q: 3 clusters Score -7614948 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58413 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -7614947.000000 Penalty: 3273.211426
	Iteration 28Q: 3 clusters Score -7614947 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58422 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -7614951.000000 Penalty: 3273.211426
	Iteration 29Q: 3 clusters Score -7614951 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58434 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -7614954.000000 Penalty: 3273.211426
	Iteration 30Q: 3 clusters Score -7614954 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58449 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -7614948.000000 Penalty: 3273.211426
	Iteration 31Q: 3 clusters Score -7614948 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58467 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -7614955.000000 Penalty: 3273.211426
	Iteration 32Q: 3 clusters Score -7614955 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58480 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -7614958.500000 Penalty: 3273.211426
	Iteration 33Q: 3 clusters Score -7614958 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58496 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -7614962.500000 Penalty: 3273.211426
	Iteration 34Q: 3 clusters Score -7614962 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58514 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -7614967.500000 Penalty: 3273.211426
	Iteration 35Q: 3 clusters Score -7614968 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58527 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -7614975.000000 Penalty: 3273.211426
	Iteration 36Q: 3 clusters Score -7614975 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58535 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -7614975.500000 Penalty: 3273.211426
	Iteration 37Q: 3 clusters Score -7614976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58548 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -7614990.000000 Penalty: 3273.211426
	Iteration 38Q: 3 clusters Score -7614990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58557 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -7614979.500000 Penalty: 3273.211426
	Iteration 39Q: 3 clusters Score -7614980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58565 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -7614994.500000 Penalty: 3273.211426
	Iteration 40F: 3 clusters Score -7614994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58578 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -7614997.500000 Penalty: 3273.211426
	Iteration 41Q: 3 clusters Score -7614998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58585 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -7615002.500000 Penalty: 3273.211426
	Iteration 42Q: 3 clusters Score -7615002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58592 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -7615002.500000 Penalty: 3273.211426
	Iteration 43Q: 3 clusters Score -7615002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58599 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -7615001.500000 Penalty: 3273.211426
	Iteration 44Q: 3 clusters Score -7615002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58604 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -7615013.000000 Penalty: 3273.211426
	Iteration 45Q: 3 clusters Score -7615013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58606 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -7615016.000000 Penalty: 3273.211426
	Iteration 46Q: 3 clusters Score -7615016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58607 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -7615012.000000 Penalty: 3273.211426
	Iteration 47Q: 3 clusters Score -7615012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58609 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -7615006.000000 Penalty: 3273.211426
	Iteration 48Q: 3 clusters Score -7615006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58611 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -7615004.500000 Penalty: 3273.211426
	Iteration 49Q: 3 clusters Score -7615004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58614 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -7615007.500000 Penalty: 3273.211426
	Iteration 50Q: 3 clusters Score -7615008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58616 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -7615009.500000 Penalty: 3273.211426
	Iteration 51Q: 3 clusters Score -7615010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58618 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -7615012.500000 Penalty: 3273.211426
	Iteration 52Q: 3 clusters Score -7615012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58619 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -7615011.000000 Penalty: 3273.211426
	Iteration 53Q: 3 clusters Score -7615011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58619 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -7615011.000000 Penalty: 3273.211426
	Iteration 54F: 3 clusters Score -7615011 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (5767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Entering Unmasked Estep 
Score: -717402.750000 Penalty: 1288.594238
	Iteration 0F: 2 clusters Score -717402.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -713251.625000 Penalty: 2577.188477
	Iteration 0F: 3 clusters Score -713251.6 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -714420.250000 Penalty: 2577.188477
	Iteration 1F: 3 clusters Score -714420.2 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -714635.312500 Penalty: 2577.188477
	Iteration 2F: 3 clusters Score -714635.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -714777.875000 Penalty: 2577.188477
	Iteration 3Q: 3 clusters Score -714777.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -714884.750000 Penalty: 2577.188477
	Iteration 4Q: 3 clusters Score -714884.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -714965.125000 Penalty: 2577.188477
	Iteration 5Q: 3 clusters Score -714965.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -715028.000000 Penalty: 2577.188477
	Iteration 6Q: 3 clusters Score -715028 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -715077.125000 Penalty: 2577.188477
	Iteration 7Q: 3 clusters Score -715077.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -715125.750000 Penalty: 2577.188477
	Iteration 8Q: 3 clusters Score -715125.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -715174.687500 Penalty: 2577.188477
	Iteration 9Q: 3 clusters Score -715174.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -715224.937500 Penalty: 2577.188477
	Iteration 10Q: 3 clusters Score -715224.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -715274.375000 Penalty: 2577.188477
	Iteration 11Q: 3 clusters Score -715274.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -715340.062500 Penalty: 2577.188477
	Iteration 12Q: 3 clusters Score -715340.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -715412.062500 Penalty: 2577.188477
	Iteration 13Q: 3 clusters Score -715412.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -715483.062500 Penalty: 2577.188477
	Iteration 14Q: 3 clusters Score -715483.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -715556.562500 Penalty: 2577.188477
	Iteration 15Q: 3 clusters Score -715556.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -715640.375000 Penalty: 2577.188477
	Iteration 16Q: 3 clusters Score -715640.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -715729.375000 Penalty: 2577.188477
	Iteration 17Q: 3 clusters Score -715729.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -715809.687500 Penalty: 2577.188477
	Iteration 18Q: 3 clusters Score -715809.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -715893.875000 Penalty: 2577.188477
	Iteration 19Q: 3 clusters Score -715893.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -715962.062500 Penalty: 2577.188477
	Iteration 20F: 3 clusters Score -715962.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -716024.000000 Penalty: 2577.188477
	Iteration 21Q: 3 clusters Score -716024 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -716092.562500 Penalty: 2577.188477
	Iteration 22Q: 3 clusters Score -716092.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -716154.187500 Penalty: 2577.188477
	Iteration 23Q: 3 clusters Score -716154.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -716211.000000 Penalty: 2577.188477
	Iteration 24Q: 3 clusters Score -716211 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -716271.750000 Penalty: 2577.188477
	Iteration 25Q: 3 clusters Score -716271.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -716312.187500 Penalty: 2577.188477
	Iteration 26Q: 3 clusters Score -716312.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -716341.937500 Penalty: 2577.188477
	Iteration 27Q: 3 clusters Score -716341.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -716361.000000 Penalty: 2577.188477
	Iteration 28Q: 3 clusters Score -716361 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -716376.937500 Penalty: 2577.188477
	Iteration 29Q: 3 clusters Score -716376.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -716392.312500 Penalty: 2577.188477
	Iteration 30Q: 3 clusters Score -716392.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -716404.500000 Penalty: 2577.188477
	Iteration 31Q: 3 clusters Score -716404.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -716413.125000 Penalty: 2577.188477
	Iteration 32Q: 3 clusters Score -716413.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -716417.125000 Penalty: 2577.188477
	Iteration 33Q: 3 clusters Score -716417.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -716420.562500 Penalty: 2577.188477
	Iteration 34Q: 3 clusters Score -716420.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -716426.750000 Penalty: 2577.188477
	Iteration 35Q: 3 clusters Score -716426.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -716428.875000 Penalty: 2577.188477
	Iteration 36Q: 3 clusters Score -716428.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -716433.312500 Penalty: 2577.188477
	Iteration 37Q: 3 clusters Score -716433.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -716436.937500 Penalty: 2577.188477
	Iteration 38Q: 3 clusters Score -716436.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -716442.375000 Penalty: 2577.188477
	Iteration 39Q: 3 clusters Score -716442.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -716443.125000 Penalty: 2577.188477
	Iteration 40F: 3 clusters Score -716443.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -716445.250000 Penalty: 2577.188477
	Iteration 41Q: 3 clusters Score -716445.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -716447.375000 Penalty: 2577.188477
	Iteration 42Q: 3 clusters Score -716447.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -716446.437500 Penalty: 2577.188477
	Iteration 43Q: 3 clusters Score -716446.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -716446.437500 Penalty: 2577.188477
	Iteration 44F: 3 clusters Score -716446.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (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: -21138.449219 Penalty: 819.193359
	Iteration 0F: 2 clusters Score -21138.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -20558.021484 Penalty: 1638.386719
	Iteration 0F: 3 clusters Score -20558.02 nChanged 36
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: -20696.753906 Penalty: 1638.386719
	Iteration 1F: 3 clusters Score -20696.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -20750.599609 Penalty: 1638.386719
	Iteration 2Q: 3 clusters Score -20750.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -20774.412109 Penalty: 1638.386719
	Iteration 3Q: 3 clusters Score -20774.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -20799.728516 Penalty: 1638.386719
	Iteration 4Q: 3 clusters Score -20799.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -20806.605469 Penalty: 1638.386719
	Iteration 5Q: 3 clusters Score -20806.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -20813.542969 Penalty: 1638.386719
	Iteration 6Q: 3 clusters Score -20813.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -20831.326172 Penalty: 1638.386719
	Iteration 7Q: 3 clusters Score -20831.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -20854.285156 Penalty: 1638.386719
	Iteration 8Q: 3 clusters Score -20854.29 nChanged 3
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: -20895.427734 Penalty: 1638.386719
	Iteration 9Q: 3 clusters Score -20895.43 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: -20895.427734 Penalty: 1638.386719
	Iteration 10F: 3 clusters Score -20895.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Entering Unmasked Estep 
Score: -14879.831055 Penalty: 803.918457
	Iteration 0F: 2 clusters Score -14879.83 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 119 members 
Entering Unmasked Estep 
Score: -14304.883789 Penalty: 1607.836914
	Iteration 0F: 3 clusters Score -14304.88 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -14427.137695 Penalty: 1607.836914
	Iteration 1F: 3 clusters Score -14427.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -14464.469727 Penalty: 1607.836914
	Iteration 2Q: 3 clusters Score -14464.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -14480.776367 Penalty: 1607.836914
	Iteration 3Q: 3 clusters Score -14480.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -14493.483398 Penalty: 1607.836914
	Iteration 4Q: 3 clusters Score -14493.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -14503.197266 Penalty: 1607.836914
	Iteration 5Q: 3 clusters Score -14503.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -14503.197266 Penalty: 1607.836914
	Iteration 6F: 3 clusters Score -14503.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (10178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Entering Unmasked Estep 
Score: -1294205.500000 Penalty: 1373.124023
	Iteration 0F: 2 clusters Score -1294206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1287349.000000 Penalty: 2746.248047
	Iteration 0F: 3 clusters Score -1287349 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1289610.625000 Penalty: 2746.248047
	Iteration 1F: 3 clusters Score -1289611 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1289850.250000 Penalty: 2746.248047
	Iteration 2F: 3 clusters Score -1289850 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1290018.750000 Penalty: 2746.248047
	Iteration 3Q: 3 clusters Score -1290019 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1290143.375000 Penalty: 2746.248047
	Iteration 4Q: 3 clusters Score -1290143 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1290251.750000 Penalty: 2746.248047
	Iteration 5Q: 3 clusters Score -1290252 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1290332.500000 Penalty: 2746.248047
	Iteration 6Q: 3 clusters Score -1290332 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1290424.375000 Penalty: 2746.248047
	Iteration 7Q: 3 clusters Score -1290424 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1290515.625000 Penalty: 2746.248047
	Iteration 8Q: 3 clusters Score -1290516 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1290624.000000 Penalty: 2746.248047
	Iteration 9Q: 3 clusters Score -1290624 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1290755.625000 Penalty: 2746.248047
	Iteration 10Q: 3 clusters Score -1290756 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1290901.750000 Penalty: 2746.248047
	Iteration 11Q: 3 clusters Score -1290902 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1291103.750000 Penalty: 2746.248047
	Iteration 12Q: 3 clusters Score -1291104 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1291330.375000 Penalty: 2746.248047
	Iteration 13Q: 3 clusters Score -1291330 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1291593.625000 Penalty: 2746.248047
	Iteration 14Q: 3 clusters Score -1291594 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1291898.750000 Penalty: 2746.248047
	Iteration 15Q: 3 clusters Score -1291899 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1292208.500000 Penalty: 2746.248047
	Iteration 16Q: 3 clusters Score -1292208 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1292438.375000 Penalty: 2746.248047
	Iteration 17Q: 3 clusters Score -1292438 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1292616.250000 Penalty: 2746.248047
	Iteration 18Q: 3 clusters Score -1292616 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1292756.250000 Penalty: 2746.248047
	Iteration 19Q: 3 clusters Score -1292756 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1292871.250000 Penalty: 2746.248047
	Iteration 20F: 3 clusters Score -1292871 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1292939.125000 Penalty: 2746.248047
	Iteration 21Q: 3 clusters Score -1292939 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1292986.875000 Penalty: 2746.248047
	Iteration 22Q: 3 clusters Score -1292987 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1293012.875000 Penalty: 2746.248047
	Iteration 23Q: 3 clusters Score -1293013 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1293037.875000 Penalty: 2746.248047
	Iteration 24Q: 3 clusters Score -1293038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1293050.625000 Penalty: 2746.248047
	Iteration 25Q: 3 clusters Score -1293051 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1293059.750000 Penalty: 2746.248047
	Iteration 26Q: 3 clusters Score -1293060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1293068.000000 Penalty: 2746.248047
	Iteration 27Q: 3 clusters Score -1293068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1293076.250000 Penalty: 2746.248047
	Iteration 28Q: 3 clusters Score -1293076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1293092.875000 Penalty: 2746.248047
	Iteration 29Q: 3 clusters Score -1293093 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1293098.750000 Penalty: 2746.248047
	Iteration 30Q: 3 clusters Score -1293099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1293103.125000 Penalty: 2746.248047
	Iteration 31Q: 3 clusters Score -1293103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1293104.375000 Penalty: 2746.248047
	Iteration 32Q: 3 clusters Score -1293104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1293104.375000 Penalty: 2746.248047
	Iteration 33F: 3 clusters Score -1293104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (4035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Entering Unmasked Estep 
Score: -540672.250000 Penalty: 1235.451050
	Iteration 0F: 2 clusters Score -540672.2 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 2069 members 
Entering Unmasked Estep 
Score: -537543.875000 Penalty: 2470.902100
	Iteration 0F: 3 clusters Score -537543.9 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -538447.125000 Penalty: 2470.902100
	Iteration 1F: 3 clusters Score -538447.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -538673.937500 Penalty: 2470.902100
	Iteration 2F: 3 clusters Score -538673.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -538782.250000 Penalty: 2470.902100
	Iteration 3Q: 3 clusters Score -538782.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -538855.062500 Penalty: 2470.902100
	Iteration 4Q: 3 clusters Score -538855.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -538909.250000 Penalty: 2470.902100
	Iteration 5Q: 3 clusters Score -538909.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -538958.500000 Penalty: 2470.902100
	Iteration 6Q: 3 clusters Score -538958.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -538997.500000 Penalty: 2470.902100
	Iteration 7Q: 3 clusters Score -538997.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -539029.437500 Penalty: 2470.902100
	Iteration 8Q: 3 clusters Score -539029.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -539057.937500 Penalty: 2470.902100
	Iteration 9Q: 3 clusters Score -539057.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -539083.187500 Penalty: 2470.902100
	Iteration 10Q: 3 clusters Score -539083.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -539106.187500 Penalty: 2470.902100
	Iteration 11Q: 3 clusters Score -539106.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -539126.000000 Penalty: 2470.902100
	Iteration 12Q: 3 clusters Score -539126 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -539146.375000 Penalty: 2470.902100
	Iteration 13Q: 3 clusters Score -539146.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -539172.000000 Penalty: 2470.902100
	Iteration 14Q: 3 clusters Score -539172 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -539190.500000 Penalty: 2470.902100
	Iteration 15Q: 3 clusters Score -539190.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -539205.000000 Penalty: 2470.902100
	Iteration 16Q: 3 clusters Score -539205 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -539217.875000 Penalty: 2470.902100
	Iteration 17Q: 3 clusters Score -539217.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -539236.187500 Penalty: 2470.902100
	Iteration 18Q: 3 clusters Score -539236.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -539250.250000 Penalty: 2470.902100
	Iteration 19Q: 3 clusters Score -539250.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -539267.750000 Penalty: 2470.902100
	Iteration 20F: 3 clusters Score -539267.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -539281.187500 Penalty: 2470.902100
	Iteration 21Q: 3 clusters Score -539281.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -539292.875000 Penalty: 2470.902100
	Iteration 22Q: 3 clusters Score -539292.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -539316.000000 Penalty: 2470.902100
	Iteration 23Q: 3 clusters Score -539316 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -539340.000000 Penalty: 2470.902100
	Iteration 24Q: 3 clusters Score -539340 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -539371.250000 Penalty: 2470.902100
	Iteration 25Q: 3 clusters Score -539371.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -539397.750000 Penalty: 2470.902100
	Iteration 26Q: 3 clusters Score -539397.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -539419.500000 Penalty: 2470.902100
	Iteration 27Q: 3 clusters Score -539419.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -539439.500000 Penalty: 2470.902100
	Iteration 28Q: 3 clusters Score -539439.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -539455.312500 Penalty: 2470.902100
	Iteration 29Q: 3 clusters Score -539455.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -539468.875000 Penalty: 2470.902100
	Iteration 30Q: 3 clusters Score -539468.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -539479.250000 Penalty: 2470.902100
	Iteration 31Q: 3 clusters Score -539479.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -539487.562500 Penalty: 2470.902100
	Iteration 32Q: 3 clusters Score -539487.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -539496.000000 Penalty: 2470.902100
	Iteration 33Q: 3 clusters Score -539496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -539500.312500 Penalty: 2470.902100
	Iteration 34Q: 3 clusters Score -539500.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -539502.000000 Penalty: 2470.902100
	Iteration 35Q: 3 clusters Score -539502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -539503.375000 Penalty: 2470.902100
	Iteration 36Q: 3 clusters Score -539503.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -539503.375000 Penalty: 2470.902100
	Iteration 37F: 3 clusters Score -539503.4 nChanged 0
--- Evaluating fit on full set of 1333823 points ---
Entering Unmasked Estep 
Score: -162175232.000000 Penalty: 90240.218750
23->44 Clusters: Score -162175232.000000, best is -162263040.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 666911 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28633 members 
Mstep: Class 2 contains 29551 members 
Mstep: Class 3 contains 28702 members 
Mstep: Class 4 contains 28959 members 
Mstep: Class 5 contains 29024 members 
Mstep: Class 6 contains 29367 members 
Mstep: Class 7 contains 29211 members 
Mstep: Class 8 contains 28969 members 
Mstep: Class 9 contains 28895 members 
Mstep: Class 10 contains 28859 members 
Mstep: Class 11 contains 29027 members 
Mstep: Class 12 contains 29118 members 
Mstep: Class 13 contains 28910 members 
Mstep: Class 14 contains 28951 members 
Mstep: Class 15 contains 29025 members 
Mstep: Class 16 contains 29297 members 
Mstep: Class 17 contains 28793 members 
Mstep: Class 18 contains 28947 members 
Mstep: Class 19 contains 29076 members 
Mstep: Class 20 contains 29110 members 
Mstep: Class 21 contains 28769 members 
Mstep: Class 22 contains 28591 members 
Mstep: Class 23 contains 29127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 73.003136 but Gain 1995.468750
Score: -72899920.000000 Penalty: 43900.324219
Iteration 0F: 23 clusters Score -7.289992e+07 nChanged 636387
Entering Unmasked Mstep 
Mstep: Class 0 contains 2604 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 16492 members 
Mstep: Class 3 contains 4116 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 3380 members 
Mstep: Class 6 contains 13819 members 
Mstep: Class 7 contains 2760 members 
Mstep: Class 9 contains 1483 members 
Mstep: Class 10 contains 1135 members 
Mstep: Class 11 contains 7407 members 
Mstep: Class 12 contains 46430 members 
Mstep: Class 13 contains 22051 members 
Mstep: Class 14 contains 36130 members 
Mstep: Class 15 contains 10248 members 
Mstep: Class 16 contains 1105 members 
Mstep: Class 17 contains 313485 members 
Mstep: Class 18 contains 127043 members 
Mstep: Class 19 contains 1703 members 
Mstep: Class 20 contains 31867 members 
Mstep: Class 21 contains 17177 members 
Mstep: Class 22 contains 463 members 
Mstep: Class 23 contains 631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 588.928528 but Gain 1995.468750
Score: -79141632.000000 Penalty: 41904.855469
Iteration 1F: 22 clusters Score -7.914163e+07 nChanged 218882
Entering Unmasked Mstep 
Mstep: Class 0 contains 2570 members 
Mstep: Class 2 contains 19291 members 
Mstep: Class 3 contains 1341 members 
Mstep: Class 4 contains 4163 members 
Mstep: Class 5 contains 1745 members 
Mstep: Class 6 contains 7459 members 
Mstep: Class 7 contains 5135 members 
Mstep: Class 9 contains 3205 members 
Mstep: Class 10 contains 707 members 
Mstep: Class 11 contains 8420 members 
Mstep: Class 12 contains 56057 members 
Mstep: Class 13 contains 22968 members 
Mstep: Class 14 contains 34448 members 
Mstep: Class 15 contains 18568 members 
Mstep: Class 16 contains 178 members 
Mstep: Class 17 contains 279385 members 
Mstep: Class 18 contains 147089 members 
Mstep: Class 19 contains 989 members 
Mstep: Class 20 contains 35503 members 
Mstep: Class 21 contains 17123 members 
Mstep: Class 22 contains 93 members 
Mstep: Class 23 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 1070.570190 but Gain 1995.468750
Score: -79570984.000000 Penalty: 39909.386719
Iteration 2F: 21 clusters Score -7.957098e+07 nChanged 162960
Entering Unmasked Mstep 
Mstep: Class 0 contains 2141 members 
Mstep: Class 2 contains 26417 members 
Mstep: Class 3 contains 1958 members 
Mstep: Class 4 contains 5890 members 
Mstep: Class 5 contains 2108 members 
Mstep: Class 6 contains 6583 members 
Mstep: Class 7 contains 9347 members 
Mstep: Class 9 contains 7350 members 
Mstep: Class 10 contains 1410 members 
Mstep: Class 11 contains 8504 members 
Mstep: Class 12 contains 67490 members 
Mstep: Class 13 contains 31029 members 
Mstep: Class 14 contains 34373 members 
Mstep: Class 15 contains 20132 members 
Mstep: Class 16 contains 144 members 
Mstep: Class 17 contains 250269 members 
Mstep: Class 18 contains 133598 members 
Mstep: Class 20 contains 37601 members 
Mstep: Class 21 contains 19676 members 
Mstep: Class 22 contains 488 members 
Mstep: Class 23 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 1665.337402 but Gain 1995.468750
Score: -79898808.000000 Penalty: 37913.917969
Iteration 3F: 20 clusters Score -7.989881e+07 nChanged 128137
Entering Unmasked Mstep 
Mstep: Class 0 contains 1702 members 
Mstep: Class 2 contains 36907 members 
Mstep: Class 3 contains 2718 members 
Mstep: Class 4 contains 8397 members 
Mstep: Class 5 contains 1980 members 
Mstep: Class 6 contains 6942 members 
Mstep: Class 7 contains 13913 members 
Mstep: Class 9 contains 9998 members 
Mstep: Class 10 contains 2186 members 
Mstep: Class 11 contains 8330 members 
Mstep: Class 12 contains 75155 members 
Mstep: Class 13 contains 43926 members 
Mstep: Class 14 contains 34573 members 
Mstep: Class 15 contains 18748 members 
Mstep: Class 17 contains 228178 members 
Mstep: Class 18 contains 110070 members 
Mstep: Class 20 contains 38427 members 
Mstep: Class 21 contains 23316 members 
Mstep: Class 22 contains 966 members 
Mstep: Class 23 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80131344.000000 Penalty: 37913.917969
Iteration 4F: 20 clusters Score -8.013134e+07 nChanged 101203
Entering Unmasked Mstep 
Mstep: Class 0 contains 1060 members 
Mstep: Class 2 contains 49300 members 
Mstep: Class 3 contains 3100 members 
Mstep: Class 4 contains 11217 members 
Mstep: Class 5 contains 1899 members 
Mstep: Class 6 contains 7123 members 
Mstep: Class 7 contains 16904 members 
Mstep: Class 9 contains 10849 members 
Mstep: Class 10 contains 2616 members 
Mstep: Class 11 contains 8420 members 
Mstep: Class 12 contains 77563 members 
Mstep: Class 13 contains 57492 members 
Mstep: Class 14 contains 34381 members 
Mstep: Class 15 contains 17758 members 
Mstep: Class 17 contains 207401 members 
Mstep: Class 18 contains 91875 members 
Mstep: Class 20 contains 38581 members 
Mstep: Class 21 contains 27286 members 
Mstep: Class 22 contains 1596 members 
Mstep: Class 23 contains 490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80287968.000000 Penalty: 37913.917969
Iteration 5F: 20 clusters Score -8.028797e+07 nChanged 82907
Entering Unmasked Mstep 
Mstep: Class 0 contains 988 members 
Mstep: Class 2 contains 61309 members 
Mstep: Class 3 contains 2990 members 
Mstep: Class 4 contains 13729 members 
Mstep: Class 5 contains 2002 members 
Mstep: Class 6 contains 6612 members 
Mstep: Class 7 contains 18752 members 
Mstep: Class 9 contains 11205 members 
Mstep: Class 10 contains 2944 members 
Mstep: Class 11 contains 8776 members 
Mstep: Class 12 contains 74451 members 
Mstep: Class 13 contains 69957 members 
Mstep: Class 14 contains 34569 members 
Mstep: Class 15 contains 16936 members 
Mstep: Class 17 contains 192403 members 
Mstep: Class 18 contains 78115 members 
Mstep: Class 20 contains 37761 members 
Mstep: Class 21 contains 31251 members 
Mstep: Class 22 contains 1664 members 
Mstep: Class 23 contains 497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80401144.000000 Penalty: 37913.917969
Iteration 6F: 20 clusters Score -8.040114e+07 nChanged 67719
Entering Unmasked Mstep 
Mstep: Class 0 contains 955 members 
Mstep: Class 2 contains 70346 members 
Mstep: Class 3 contains 2783 members 
Mstep: Class 4 contains 15956 members 
Mstep: Class 5 contains 2223 members 
Mstep: Class 6 contains 6004 members 
Mstep: Class 7 contains 20319 members 
Mstep: Class 9 contains 11485 members 
Mstep: Class 10 contains 3269 members 
Mstep: Class 11 contains 9065 members 
Mstep: Class 12 contains 67421 members 
Mstep: Class 13 contains 79831 members 
Mstep: Class 14 contains 34641 members 
Mstep: Class 15 contains 15927 members 
Mstep: Class 17 contains 185921 members 
Mstep: Class 18 contains 69128 members 
Mstep: Class 20 contains 35391 members 
Mstep: Class 21 contains 34051 members 
Mstep: Class 22 contains 1694 members 
Mstep: Class 23 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80471712.000000 Penalty: 37913.917969
Iteration 7F: 20 clusters Score -8.047171e+07 nChanged 56272
Entering Unmasked Mstep 
Mstep: Class 0 contains 931 members 
Mstep: Class 2 contains 75765 members 
Mstep: Class 3 contains 2573 members 
Mstep: Class 4 contains 17498 members 
Mstep: Class 5 contains 2528 members 
Mstep: Class 6 contains 5633 members 
Mstep: Class 7 contains 22020 members 
Mstep: Class 9 contains 11779 members 
Mstep: Class 10 contains 3642 members 
Mstep: Class 11 contains 9193 members 
Mstep: Class 12 contains 60708 members 
Mstep: Class 13 contains 87307 members 
Mstep: Class 14 contains 34401 members 
Mstep: Class 15 contains 14806 members 
Mstep: Class 17 contains 185100 members 
Mstep: Class 18 contains 61051 members 
Mstep: Class 20 contains 34174 members 
Mstep: Class 21 contains 35581 members 
Mstep: Class 22 contains 1715 members 
Mstep: Class 23 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80506152.000000 Penalty: 37913.917969
Iteration 8F: 20 clusters Score -8.050615e+07 nChanged 45874
Entering Unmasked Mstep 
Mstep: Class 0 contains 909 members 
Mstep: Class 2 contains 78510 members 
Mstep: Class 3 contains 2448 members 
Mstep: Class 4 contains 18537 members 
Mstep: Class 5 contains 2881 members 
Mstep: Class 6 contains 5566 members 
Mstep: Class 7 contains 23894 members 
Mstep: Class 9 contains 12136 members 
Mstep: Class 10 contains 4047 members 
Mstep: Class 11 contains 9091 members 
Mstep: Class 12 contains 56700 members 
Mstep: Class 13 contains 91497 members 
Mstep: Class 14 contains 34063 members 
Mstep: Class 15 contains 13727 members 
Mstep: Class 17 contains 184459 members 
Mstep: Class 18 contains 53324 members 
Mstep: Class 20 contains 36661 members 
Mstep: Class 21 contains 36218 members 
Mstep: Class 22 contains 1736 members 
Mstep: Class 23 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80530224.000000 Penalty: 37913.917969
Iteration 9F: 20 clusters Score -8.053022e+07 nChanged 38338
Entering Unmasked Mstep 
Mstep: Class 0 contains 889 members 
Mstep: Class 2 contains 79435 members 
Mstep: Class 3 contains 2414 members 
Mstep: Class 4 contains 19292 members 
Mstep: Class 5 contains 3256 members 
Mstep: Class 6 contains 5608 members 
Mstep: Class 7 contains 25624 members 
Mstep: Class 9 contains 12479 members 
Mstep: Class 10 contains 4439 members 
Mstep: Class 11 contains 8839 members 
Mstep: Class 12 contains 54993 members 
Mstep: Class 13 contains 92529 members 
Mstep: Class 14 contains 33275 members 
Mstep: Class 15 contains 12718 members 
Mstep: Class 17 contains 183214 members 
Mstep: Class 18 contains 47463 members 
Mstep: Class 20 contains 41618 members 
Mstep: Class 21 contains 36564 members 
Mstep: Class 22 contains 1755 members 
Mstep: Class 23 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80551032.000000 Penalty: 37913.917969
Iteration 10F: 20 clusters Score -8.055103e+07 nChanged 32878
Entering Unmasked Mstep 
Mstep: Class 0 contains 857 members 
Mstep: Class 2 contains 79377 members 
Mstep: Class 3 contains 2420 members 
Mstep: Class 4 contains 19915 members 
Mstep: Class 5 contains 3617 members 
Mstep: Class 6 contains 5717 members 
Mstep: Class 7 contains 27161 members 
Mstep: Class 9 contains 12659 members 
Mstep: Class 10 contains 4858 members 
Mstep: Class 11 contains 8473 members 
Mstep: Class 12 contains 54426 members 
Mstep: Class 13 contains 91852 members 
Mstep: Class 14 contains 32231 members 
Mstep: Class 15 contains 11781 members 
Mstep: Class 17 contains 181285 members 
Mstep: Class 18 contains 43520 members 
Mstep: Class 20 contains 47839 members 
Mstep: Class 21 contains 36629 members 
Mstep: Class 22 contains 1787 members 
Mstep: Class 23 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80570120.000000 Penalty: 37913.917969
Iteration 11Q: 20 clusters Score -8.057012e+07 nChanged 28729
Entering Unmasked Mstep 
Mstep: Class 0 contains 845 members 
Mstep: Class 2 contains 79054 members 
Mstep: Class 3 contains 2464 members 
Mstep: Class 4 contains 20361 members 
Mstep: Class 5 contains 3971 members 
Mstep: Class 6 contains 5851 members 
Mstep: Class 7 contains 28430 members 
Mstep: Class 9 contains 12671 members 
Mstep: Class 10 contains 5275 members 
Mstep: Class 11 contains 8119 members 
Mstep: Class 12 contains 54452 members 
Mstep: Class 13 contains 90452 members 
Mstep: Class 14 contains 31087 members 
Mstep: Class 15 contains 10925 members 
Mstep: Class 17 contains 178965 members 
Mstep: Class 18 contains 40817 members 
Mstep: Class 20 contains 54437 members 
Mstep: Class 21 contains 36429 members 
Mstep: Class 22 contains 1799 members 
Mstep: Class 23 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80588016.000000 Penalty: 37913.917969
Iteration 12Q: 20 clusters Score -8.058802e+07 nChanged 25935
Entering Unmasked Mstep 
Mstep: Class 0 contains 845 members 
Mstep: Class 2 contains 78728 members 
Mstep: Class 3 contains 2538 members 
Mstep: Class 4 contains 20809 members 
Mstep: Class 5 contains 4313 members 
Mstep: Class 6 contains 5965 members 
Mstep: Class 7 contains 29428 members 
Mstep: Class 9 contains 12554 members 
Mstep: Class 10 contains 5673 members 
Mstep: Class 11 contains 7790 members 
Mstep: Class 12 contains 54482 members 
Mstep: Class 13 contains 89036 members 
Mstep: Class 14 contains 29818 members 
Mstep: Class 15 contains 10193 members 
Mstep: Class 17 contains 176437 members 
Mstep: Class 18 contains 39004 members 
Mstep: Class 20 contains 60905 members 
Mstep: Class 21 contains 36086 members 
Mstep: Class 22 contains 1798 members 
Mstep: Class 23 contains 509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80604672.000000 Penalty: 37913.917969
Iteration 13Q: 20 clusters Score -8.060467e+07 nChanged 23948
Entering Unmasked Mstep 
Mstep: Class 0 contains 845 members 
Mstep: Class 2 contains 78428 members 
Mstep: Class 3 contains 2679 members 
Mstep: Class 4 contains 21200 members 
Mstep: Class 5 contains 4629 members 
Mstep: Class 6 contains 6163 members 
Mstep: Class 7 contains 30325 members 
Mstep: Class 9 contains 12323 members 
Mstep: Class 10 contains 6059 members 
Mstep: Class 11 contains 7525 members 
Mstep: Class 12 contains 54229 members 
Mstep: Class 13 contains 87672 members 
Mstep: Class 14 contains 28725 members 
Mstep: Class 15 contains 9520 members 
Mstep: Class 17 contains 174034 members 
Mstep: Class 18 contains 37836 members 
Mstep: Class 20 contains 66887 members 
Mstep: Class 21 contains 35526 members 
Mstep: Class 22 contains 1798 members 
Mstep: Class 23 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80618712.000000 Penalty: 37913.917969
Iteration 14Q: 20 clusters Score -8.061871e+07 nChanged 22610
Entering Unmasked Mstep 
Mstep: Class 0 contains 845 members 
Mstep: Class 2 contains 78071 members 
Mstep: Class 3 contains 2848 members 
Mstep: Class 4 contains 21602 members 
Mstep: Class 5 contains 4892 members 
Mstep: Class 6 contains 6478 members 
Mstep: Class 7 contains 31092 members 
Mstep: Class 9 contains 12001 members 
Mstep: Class 10 contains 6455 members 
Mstep: Class 11 contains 7288 members 
Mstep: Class 12 contains 53417 members 
Mstep: Class 13 contains 86642 members 
Mstep: Class 14 contains 27863 members 
Mstep: Class 15 contains 8920 members 
Mstep: Class 17 contains 171709 members 
Mstep: Class 18 contains 37337 members 
Mstep: Class 20 contains 72248 members 
Mstep: Class 21 contains 34897 members 
Mstep: Class 22 contains 1798 members 
Mstep: Class 23 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80631136.000000 Penalty: 37913.917969
Iteration 15Q: 20 clusters Score -8.063114e+07 nChanged 21752
Entering Unmasked Mstep 
Mstep: Class 0 contains 845 members 
Mstep: Class 2 contains 77598 members 
Mstep: Class 3 contains 3037 members 
Mstep: Class 4 contains 21999 members 
Mstep: Class 5 contains 5121 members 
Mstep: Class 6 contains 6903 members 
Mstep: Class 7 contains 31865 members 
Mstep: Class 9 contains 11672 members 
Mstep: Class 10 contains 6820 members 
Mstep: Class 11 contains 7065 members 
Mstep: Class 12 contains 52115 members 
Mstep: Class 13 contains 85814 members 
Mstep: Class 14 contains 27395 members 
Mstep: Class 15 contains 8426 members 
Mstep: Class 17 contains 169507 members 
Mstep: Class 18 contains 37331 members 
Mstep: Class 20 contains 76853 members 
Mstep: Class 21 contains 34239 members 
Mstep: Class 22 contains 1798 members 
Mstep: Class 23 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80644056.000000 Penalty: 37913.917969
Iteration 16Q: 20 clusters Score -8.064406e+07 nChanged 21648
Entering Unmasked Mstep 
Mstep: Class 0 contains 845 members 
Mstep: Class 2 contains 77161 members 
Mstep: Class 3 contains 3257 members 
Mstep: Class 4 contains 22406 members 
Mstep: Class 5 contains 5279 members 
Mstep: Class 6 contains 7491 members 
Mstep: Class 7 contains 32608 members 
Mstep: Class 9 contains 11443 members 
Mstep: Class 10 contains 7170 members 
Mstep: Class 11 contains 6847 members 
Mstep: Class 12 contains 50279 members 
Mstep: Class 13 contains 85114 members 
Mstep: Class 14 contains 27146 members 
Mstep: Class 15 contains 8059 members 
Mstep: Class 17 contains 167676 members 
Mstep: Class 18 contains 37848 members 
Mstep: Class 20 contains 80535 members 
Mstep: Class 21 contains 33441 members 
Mstep: Class 22 contains 1798 members 
Mstep: Class 23 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80659032.000000 Penalty: 37913.917969
Iteration 17Q: 20 clusters Score -8.065903e+07 nChanged 20982
Entering Unmasked Mstep 
Mstep: Class 0 contains 845 members 
Mstep: Class 2 contains 76775 members 
Mstep: Class 3 contains 3471 members 
Mstep: Class 4 contains 22868 members 
Mstep: Class 5 contains 5415 members 
Mstep: Class 6 contains 8237 members 
Mstep: Class 7 contains 33436 members 
Mstep: Class 9 contains 11244 members 
Mstep: Class 10 contains 7508 members 
Mstep: Class 11 contains 6661 members 
Mstep: Class 12 contains 48622 members 
Mstep: Class 13 contains 84292 members 
Mstep: Class 14 contains 27007 members 
Mstep: Class 15 contains 7793 members 
Mstep: Class 17 contains 166221 members 
Mstep: Class 18 contains 38622 members 
Mstep: Class 20 contains 83262 members 
Mstep: Class 21 contains 32326 members 
Mstep: Class 22 contains 1798 members 
Mstep: Class 23 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80673888.000000 Penalty: 37913.917969
Iteration 18Q: 20 clusters Score -8.067389e+07 nChanged 19352
Entering Unmasked Mstep 
Mstep: Class 0 contains 845 members 
Mstep: Class 2 contains 76491 members 
Mstep: Class 3 contains 3696 members 
Mstep: Class 4 contains 23408 members 
Mstep: Class 5 contains 5592 members 
Mstep: Class 6 contains 9110 members 
Mstep: Class 7 contains 34140 members 
Mstep: Class 9 contains 11117 members 
Mstep: Class 10 contains 7834 members 
Mstep: Class 11 contains 6483 members 
Mstep: Class 12 contains 48166 members 
Mstep: Class 13 contains 83027 members 
Mstep: Class 14 contains 27011 members 
Mstep: Class 15 contains 7592 members 
Mstep: Class 17 contains 165191 members 
Mstep: Class 18 contains 39219 members 
Mstep: Class 20 contains 84982 members 
Mstep: Class 21 contains 30700 members 
Mstep: Class 22 contains 1798 members 
Mstep: Class 23 contains 509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80686048.000000 Penalty: 37913.917969
Iteration 19Q: 20 clusters Score -8.068605e+07 nChanged 16897
Entering Unmasked Mstep 
Mstep: Class 0 contains 845 members 
Mstep: Class 2 contains 76282 members 
Mstep: Class 3 contains 3896 members 
Mstep: Class 4 contains 23976 members 
Mstep: Class 5 contains 5749 members 
Mstep: Class 6 contains 10071 members 
Mstep: Class 7 contains 34686 members 
Mstep: Class 9 contains 10995 members 
Mstep: Class 10 contains 8164 members 
Mstep: Class 11 contains 6300 members 
Mstep: Class 12 contains 48381 members 
Mstep: Class 13 contains 81697 members 
Mstep: Class 14 contains 27132 members 
Mstep: Class 15 contains 7465 members 
Mstep: Class 17 contains 164267 members 
Mstep: Class 18 contains 39707 members 
Mstep: Class 20 contains 86061 members 
Mstep: Class 21 contains 28929 members 
Mstep: Class 22 contains 1799 members 
Mstep: Class 23 contains 509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80695464.000000 Penalty: 37913.917969
Iteration 20F: 20 clusters Score -8.069546e+07 nChanged 14821
Entering Unmasked Mstep 
Mstep: Class 0 contains 809 members 
Mstep: Class 2 contains 76187 members 
Mstep: Class 3 contains 4066 members 
Mstep: Class 4 contains 24639 members 
Mstep: Class 5 contains 5937 members 
Mstep: Class 6 contains 11207 members 
Mstep: Class 7 contains 35010 members 
Mstep: Class 9 contains 10873 members 
Mstep: Class 10 contains 8472 members 
Mstep: Class 11 contains 6125 members 
Mstep: Class 12 contains 48492 members 
Mstep: Class 13 contains 80195 members 
Mstep: Class 14 contains 27287 members 
Mstep: Class 15 contains 7255 members 
Mstep: Class 17 contains 163514 members 
Mstep: Class 18 contains 40590 members 
Mstep: Class 20 contains 86632 members 
Mstep: Class 21 contains 27277 members 
Mstep: Class 22 contains 1835 members 
Mstep: Class 23 contains 509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80703192.000000 Penalty: 37913.917969
Iteration 21Q: 20 clusters Score -8.070319e+07 nChanged 13765
Entering Unmasked Mstep 
Mstep: Class 0 contains 796 members 
Mstep: Class 2 contains 76159 members 
Mstep: Class 3 contains 4182 members 
Mstep: Class 4 contains 25365 members 
Mstep: Class 5 contains 6189 members 
Mstep: Class 6 contains 12388 members 
Mstep: Class 7 contains 35380 members 
Mstep: Class 9 contains 10735 members 
Mstep: Class 10 contains 8773 members 
Mstep: Class 11 contains 5963 members 
Mstep: Class 12 contains 47916 members 
Mstep: Class 13 contains 78870 members 
Mstep: Class 14 contains 27316 members 
Mstep: Class 15 contains 7096 members 
Mstep: Class 17 contains 162756 members 
Mstep: Class 18 contains 42064 members 
Mstep: Class 20 contains 86838 members 
Mstep: Class 21 contains 25768 members 
Mstep: Class 22 contains 1847 members 
Mstep: Class 23 contains 510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80710224.000000 Penalty: 37913.917969
Iteration 22Q: 20 clusters Score -8.071022e+07 nChanged 13187
Entering Unmasked Mstep 
Mstep: Class 0 contains 795 members 
Mstep: Class 2 contains 76250 members 
Mstep: Class 3 contains 4222 members 
Mstep: Class 4 contains 26103 members 
Mstep: Class 5 contains 6432 members 
Mstep: Class 6 contains 13663 members 
Mstep: Class 7 contains 35569 members 
Mstep: Class 9 contains 10602 members 
Mstep: Class 10 contains 9062 members 
Mstep: Class 11 contains 5820 members 
Mstep: Class 12 contains 46509 members 
Mstep: Class 13 contains 77565 members 
Mstep: Class 14 contains 27351 members 
Mstep: Class 15 contains 6965 members 
Mstep: Class 17 contains 161989 members 
Mstep: Class 18 contains 44196 members 
Mstep: Class 20 contains 87000 members 
Mstep: Class 21 contains 24460 members 
Mstep: Class 22 contains 1848 members 
Mstep: Class 23 contains 510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80718696.000000 Penalty: 37913.917969
Iteration 23Q: 20 clusters Score -8.07187e+07 nChanged 12814
Entering Unmasked Mstep 
Mstep: Class 0 contains 795 members 
Mstep: Class 2 contains 76492 members 
Mstep: Class 3 contains 4230 members 
Mstep: Class 4 contains 26818 members 
Mstep: Class 5 contains 6709 members 
Mstep: Class 6 contains 14945 members 
Mstep: Class 7 contains 35549 members 
Mstep: Class 9 contains 10497 members 
Mstep: Class 10 contains 9341 members 
Mstep: Class 11 contains 5707 members 
Mstep: Class 12 contains 44897 members 
Mstep: Class 13 contains 76353 members 
Mstep: Class 14 contains 27322 members 
Mstep: Class 15 contains 6812 members 
Mstep: Class 17 contains 161208 members 
Mstep: Class 18 contains 46494 members 
Mstep: Class 20 contains 87083 members 
Mstep: Class 21 contains 23301 members 
Mstep: Class 22 contains 1848 members 
Mstep: Class 23 contains 510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80729600.000000 Penalty: 37913.917969
Iteration 24Q: 20 clusters Score -8.07296e+07 nChanged 11568
Entering Unmasked Mstep 
Mstep: Class 0 contains 795 members 
Mstep: Class 2 contains 76830 members 
Mstep: Class 3 contains 4191 members 
Mstep: Class 4 contains 27538 members 
Mstep: Class 5 contains 6973 members 
Mstep: Class 6 contains 16345 members 
Mstep: Class 7 contains 35519 members 
Mstep: Class 9 contains 10385 members 
Mstep: Class 10 contains 9612 members 
Mstep: Class 11 contains 5626 members 
Mstep: Class 12 contains 44084 members 
Mstep: Class 13 contains 75158 members 
Mstep: Class 14 contains 27220 members 
Mstep: Class 15 contains 6649 members 
Mstep: Class 17 contains 160353 members 
Mstep: Class 18 contains 47861 members 
Mstep: Class 20 contains 87156 members 
Mstep: Class 21 contains 22258 members 
Mstep: Class 22 contains 1848 members 
Mstep: Class 23 contains 510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80735064.000000 Penalty: 37913.917969
Iteration 25Q: 20 clusters Score -8.073506e+07 nChanged 10215
Entering Unmasked Mstep 
Mstep: Class 0 contains 795 members 
Mstep: Class 2 contains 77222 members 
Mstep: Class 3 contains 4142 members 
Mstep: Class 4 contains 28264 members 
Mstep: Class 5 contains 7261 members 
Mstep: Class 6 contains 17792 members 
Mstep: Class 7 contains 35470 members 
Mstep: Class 9 contains 10250 members 
Mstep: Class 10 contains 9874 members 
Mstep: Class 11 contains 5552 members 
Mstep: Class 12 contains 43958 members 
Mstep: Class 13 contains 74007 members 
Mstep: Class 14 contains 27098 members 
Mstep: Class 15 contains 6487 members 
Mstep: Class 17 contains 159479 members 
Mstep: Class 18 contains 48272 members 
Mstep: Class 20 contains 87277 members 
Mstep: Class 21 contains 21353 members 
Mstep: Class 22 contains 1848 members 
Mstep: Class 23 contains 510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80738288.000000 Penalty: 37913.917969
Iteration 26Q: 20 clusters Score -8.073829e+07 nChanged 9130
Entering Unmasked Mstep 
Mstep: Class 0 contains 795 members 
Mstep: Class 2 contains 77523 members 
Mstep: Class 3 contains 4083 members 
Mstep: Class 4 contains 28985 members 
Mstep: Class 5 contains 7580 members 
Mstep: Class 6 contains 19349 members 
Mstep: Class 7 contains 35337 members 
Mstep: Class 9 contains 10091 members 
Mstep: Class 10 contains 10132 members 
Mstep: Class 11 contains 5501 members 
Mstep: Class 12 contains 44003 members 
Mstep: Class 13 contains 72706 members 
Mstep: Class 14 contains 27054 members 
Mstep: Class 15 contains 6324 members 
Mstep: Class 17 contains 158703 members 
Mstep: Class 18 contains 48437 members 
Mstep: Class 20 contains 87331 members 
Mstep: Class 21 contains 20618 members 
Mstep: Class 22 contains 1848 members 
Mstep: Class 23 contains 511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80741520.000000 Penalty: 37913.917969
Iteration 27Q: 20 clusters Score -8.074152e+07 nChanged 8711
Entering Unmasked Mstep 
Mstep: Class 0 contains 795 members 
Mstep: Class 2 contains 77668 members 
Mstep: Class 3 contains 3949 members 
Mstep: Class 4 contains 29807 members 
Mstep: Class 5 contains 7877 members 
Mstep: Class 6 contains 21025 members 
Mstep: Class 7 contains 35197 members 
Mstep: Class 9 contains 9886 members 
Mstep: Class 10 contains 10385 members 
Mstep: Class 11 contains 5458 members 
Mstep: Class 12 contains 44052 members 
Mstep: Class 13 contains 71345 members 
Mstep: Class 14 contains 26985 members 
Mstep: Class 15 contains 6167 members 
Mstep: Class 17 contains 157967 members 
Mstep: Class 18 contains 48455 members 
Mstep: Class 20 contains 87383 members 
Mstep: Class 21 contains 20151 members 
Mstep: Class 22 contains 1848 members 
Mstep: Class 23 contains 511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80743944.000000 Penalty: 37913.917969
Iteration 28Q: 20 clusters Score -8.074394e+07 nChanged 8566
Entering Unmasked Mstep 
Mstep: Class 0 contains 795 members 
Mstep: Class 2 contains 77719 members 
Mstep: Class 3 contains 3804 members 
Mstep: Class 4 contains 30676 members 
Mstep: Class 5 contains 8162 members 
Mstep: Class 6 contains 22682 members 
Mstep: Class 7 contains 34968 members 
Mstep: Class 9 contains 9691 members 
Mstep: Class 10 contains 10651 members 
Mstep: Class 11 contains 5408 members 
Mstep: Class 12 contains 44104 members 
Mstep: Class 13 contains 69977 members 
Mstep: Class 14 contains 26959 members 
Mstep: Class 15 contains 5999 members 
Mstep: Class 17 contains 157172 members 
Mstep: Class 18 contains 48436 members 
Mstep: Class 20 contains 87496 members 
Mstep: Class 21 contains 19853 members 
Mstep: Class 22 contains 1848 members 
Mstep: Class 23 contains 511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80746968.000000 Penalty: 37913.917969
Iteration 29Q: 20 clusters Score -8.074697e+07 nChanged 8462
Entering Unmasked Mstep 
Mstep: Class 0 contains 795 members 
Mstep: Class 2 contains 77734 members 
Mstep: Class 3 contains 3676 members 
Mstep: Class 4 contains 31660 members 
Mstep: Class 5 contains 8393 members 
Mstep: Class 6 contains 24192 members 
Mstep: Class 7 contains 34721 members 
Mstep: Class 9 contains 9506 members 
Mstep: Class 10 contains 10906 members 
Mstep: Class 11 contains 5376 members 
Mstep: Class 12 contains 44142 members 
Mstep: Class 13 contains 68643 members 
Mstep: Class 14 contains 26917 members 
Mstep: Class 15 contains 5851 members 
Mstep: Class 17 contains 156250 members 
Mstep: Class 18 contains 48387 members 
Mstep: Class 20 contains 87764 members 
Mstep: Class 21 contains 19639 members 
Mstep: Class 22 contains 1848 members 
Mstep: Class 23 contains 511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80749512.000000 Penalty: 37913.917969
Iteration 30Q: 20 clusters Score -8.074951e+07 nChanged 8221
Entering Unmasked Mstep 
Mstep: Class 0 contains 795 members 
Mstep: Class 2 contains 77762 members 
Mstep: Class 3 contains 3558 members 
Mstep: Class 4 contains 32679 members 
Mstep: Class 5 contains 8608 members 
Mstep: Class 6 contains 25571 members 
Mstep: Class 7 contains 34457 members 
Mstep: Class 9 contains 9347 members 
Mstep: Class 10 contains 11159 members 
Mstep: Class 11 contains 5329 members 
Mstep: Class 12 contains 44165 members 
Mstep: Class 13 contains 67268 members 
Mstep: Class 14 contains 26809 members 
Mstep: Class 15 contains 5765 members 
Mstep: Class 17 contains 155361 members 
Mstep: Class 18 contains 48324 members 
Mstep: Class 20 contains 88102 members 
Mstep: Class 21 contains 19493 members 
Mstep: Class 22 contains 1848 members 
Mstep: Class 23 contains 511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80751192.000000 Penalty: 37913.917969
Iteration 31Q: 20 clusters Score -8.075119e+07 nChanged 8000
Entering Unmasked Mstep 
Mstep: Class 0 contains 795 members 
Mstep: Class 2 contains 77825 members 
Mstep: Class 3 contains 3447 members 
Mstep: Class 4 contains 33752 members 
Mstep: Class 5 contains 8768 members 
Mstep: Class 6 contains 26873 members 
Mstep: Class 7 contains 34186 members 
Mstep: Class 9 contains 9199 members 
Mstep: Class 10 contains 11410 members 
Mstep: Class 11 contains 5309 members 
Mstep: Class 12 contains 44176 members 
Mstep: Class 13 contains 65939 members 
Mstep: Class 14 contains 26595 members 
Mstep: Class 15 contains 5701 members 
Mstep: Class 17 contains 154434 members 
Mstep: Class 18 contains 48275 members 
Mstep: Class 20 contains 88470 members 
Mstep: Class 21 contains 19398 members 
Mstep: Class 22 contains 1848 members 
Mstep: Class 23 contains 511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80752496.000000 Penalty: 37913.917969
Iteration 32Q: 20 clusters Score -8.07525e+07 nChanged 7919
Entering Unmasked Mstep 
Mstep: Class 0 contains 795 members 
Mstep: Class 2 contains 77928 members 
Mstep: Class 3 contains 3334 members 
Mstep: Class 4 contains 34875 members 
Mstep: Class 5 contains 8907 members 
Mstep: Class 6 contains 28118 members 
Mstep: Class 7 contains 33936 members 
Mstep: Class 9 contains 9076 members 
Mstep: Class 10 contains 11666 members 
Mstep: Class 11 contains 5292 members 
Mstep: Class 12 contains 44181 members 
Mstep: Class 13 contains 64593 members 
Mstep: Class 14 contains 26332 members 
Mstep: Class 15 contains 5687 members 
Mstep: Class 17 contains 153367 members 
Mstep: Class 18 contains 48224 members 
Mstep: Class 20 contains 88912 members 
Mstep: Class 21 contains 19329 members 
Mstep: Class 22 contains 1848 members 
Mstep: Class 23 contains 511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80753864.000000 Penalty: 37913.917969
Iteration 33Q: 20 clusters Score -8.075386e+07 nChanged 7740
Entering Unmasked Mstep 
Mstep: Class 0 contains 795 members 
Mstep: Class 2 contains 78008 members 
Mstep: Class 3 contains 3251 members 
Mstep: Class 4 contains 36145 members 
Mstep: Class 5 contains 9014 members 
Mstep: Class 6 contains 29187 members 
Mstep: Class 7 contains 33766 members 
Mstep: Class 9 contains 8970 members 
Mstep: Class 10 contains 11911 members 
Mstep: Class 11 contains 5289 members 
Mstep: Class 12 contains 44180 members 
Mstep: Class 13 contains 63329 members 
Mstep: Class 14 contains 26055 members 
Mstep: Class 15 contains 5691 members 
Mstep: Class 17 contains 152116 members 
Mstep: Class 18 contains 48180 members 
Mstep: Class 20 contains 89378 members 
Mstep: Class 21 contains 19287 members 
Mstep: Class 22 contains 1848 members 
Mstep: Class 23 contains 511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80754376.000000 Penalty: 37913.917969
Iteration 34Q: 20 clusters Score -8.075438e+07 nChanged 7712
Entering Unmasked Mstep 
Mstep: Class 0 contains 795 members 
Mstep: Class 2 contains 78087 members 
Mstep: Class 3 contains 3172 members 
Mstep: Class 4 contains 37565 members 
Mstep: Class 5 contains 9131 members 
Mstep: Class 6 contains 30156 members 
Mstep: Class 7 contains 33596 members 
Mstep: Class 9 contains 8872 members 
Mstep: Class 10 contains 12129 members 
Mstep: Class 11 contains 5289 members 
Mstep: Class 12 contains 44186 members 
Mstep: Class 13 contains 62215 members 
Mstep: Class 14 contains 25744 members 
Mstep: Class 15 contains 5700 members 
Mstep: Class 17 contains 150598 members 
Mstep: Class 18 contains 48153 members 
Mstep: Class 20 contains 89906 members 
Mstep: Class 21 contains 19258 members 
Mstep: Class 22 contains 1848 members 
Mstep: Class 23 contains 511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80755040.000000 Penalty: 37913.917969
Iteration 35Q: 20 clusters Score -8.075504e+07 nChanged 7946
Entering Unmasked Mstep 
Mstep: Class 0 contains 795 members 
Mstep: Class 2 contains 78135 members 
Mstep: Class 3 contains 3102 members 
Mstep: Class 4 contains 39109 members 
Mstep: Class 5 contains 9205 members 
Mstep: Class 6 contains 31018 members 
Mstep: Class 7 contains 33462 members 
Mstep: Class 9 contains 8780 members 
Mstep: Class 10 contains 12336 members 
Mstep: Class 11 contains 5300 members 
Mstep: Class 12 contains 44191 members 
Mstep: Class 13 contains 61238 members 
Mstep: Class 14 contains 25412 members 
Mstep: Class 15 contains 5724 members 
Mstep: Class 17 contains 148789 members 
Mstep: Class 18 contains 48142 members 
Mstep: Class 20 contains 90599 members 
Mstep: Class 21 contains 19215 members 
Mstep: Class 22 contains 1848 members 
Mstep: Class 23 contains 511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80754904.000000 Penalty: 37913.917969
Iteration 36Q: 20 clusters Score -8.07549e+07 nChanged 8252
Entering Unmasked Mstep 
Mstep: Class 0 contains 795 members 
Mstep: Class 2 contains 78196 members 
Mstep: Class 3 contains 3015 members 
Mstep: Class 4 contains 40782 members 
Mstep: Class 5 contains 9292 members 
Mstep: Class 6 contains 31835 members 
Mstep: Class 7 contains 33371 members 
Mstep: Class 9 contains 8683 members 
Mstep: Class 10 contains 12522 members 
Mstep: Class 11 contains 5306 members 
Mstep: Class 12 contains 44197 members 
Mstep: Class 13 contains 60333 members 
Mstep: Class 14 contains 25065 members 
Mstep: Class 15 contains 5746 members 
Mstep: Class 17 contains 146552 members 
Mstep: Class 18 contains 48133 members 
Mstep: Class 20 contains 91541 members 
Mstep: Class 21 contains 19188 members 
Mstep: Class 22 contains 1848 members 
Mstep: Class 23 contains 511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80756032.000000 Penalty: 37913.917969
Iteration 37Q: 20 clusters Score -8.075603e+07 nChanged 8482
Entering Unmasked Mstep 
Mstep: Class 0 contains 795 members 
Mstep: Class 2 contains 78218 members 
Mstep: Class 3 contains 2938 members 
Mstep: Class 4 contains 42600 members 
Mstep: Class 5 contains 9374 members 
Mstep: Class 6 contains 32532 members 
Mstep: Class 7 contains 33323 members 
Mstep: Class 9 contains 8579 members 
Mstep: Class 10 contains 12678 members 
Mstep: Class 11 contains 5321 members 
Mstep: Class 12 contains 44213 members 
Mstep: Class 13 contains 59528 members 
Mstep: Class 14 contains 24638 members 
Mstep: Class 15 contains 5765 members 
Mstep: Class 17 contains 144304 members 
Mstep: Class 18 contains 48128 members 
Mstep: Class 20 contains 92447 members 
Mstep: Class 21 contains 19171 members 
Mstep: Class 22 contains 1848 members 
Mstep: Class 23 contains 511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80756504.000000 Penalty: 37913.917969
Iteration 38Q: 20 clusters Score -8.07565e+07 nChanged 8652
Entering ConstructFrom: 
Score: -80756504.000000 Penalty: 37913.917969
Entering ConstructFrom: 
Trying to split cluster 2 (78263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78263 members 
Entering Unmasked Estep 
Score: -9705904.000000 Penalty: 1676.653076
	Iteration 0F: 2 clusters Score -9705904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39159 members 
Mstep: Class 2 contains 39104 members 
Entering Unmasked Estep 
Score: -9660258.000000 Penalty: 3353.306152
	Iteration 0F: 3 clusters Score -9660258 nChanged 36734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39093 members 
Mstep: Class 2 contains 39170 members 
Entering Unmasked Estep 
Score: -9681703.000000 Penalty: 3353.306152
	Iteration 1F: 3 clusters Score -9681703 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38917 members 
Mstep: Class 2 contains 39346 members 
Entering Unmasked Estep 
Score: -9684014.000000 Penalty: 3353.306152
	Iteration 2Q: 3 clusters Score -9684014 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38249 members 
Mstep: Class 2 contains 40014 members 
Entering Unmasked Estep 
Score: -9688580.000000 Penalty: 3353.306152
	Iteration 3F: 3 clusters Score -9688580 nChanged 6225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36274 members 
Mstep: Class 2 contains 41989 members 
Entering Unmasked Estep 
Score: -9695025.000000 Penalty: 3353.306152
	Iteration 4F: 3 clusters Score -9695025 nChanged 7217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32553 members 
Mstep: Class 2 contains 45710 members 
Entering Unmasked Estep 
Score: -9700842.000000 Penalty: 3353.306152
	Iteration 5F: 3 clusters Score -9700842 nChanged 6534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28099 members 
Mstep: Class 2 contains 50164 members 
Entering Unmasked Estep 
Score: -9705232.000000 Penalty: 3353.306152
	Iteration 6F: 3 clusters Score -9705232 nChanged 4964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24003 members 
Mstep: Class 2 contains 54260 members 
Entering Unmasked Estep 
Score: -9708563.000000 Penalty: 3353.306152
	Iteration 7F: 3 clusters Score -9708563 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 57557 members 
Entering Unmasked Estep 
Score: -9710976.000000 Penalty: 3353.306152
	Iteration 8Q: 3 clusters Score -9710976 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 59916 members 
Entering Unmasked Estep 
Score: -9712478.000000 Penalty: 3353.306152
	Iteration 9Q: 3 clusters Score -9712478 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 61573 members 
Entering Unmasked Estep 
Score: -9713462.000000 Penalty: 3353.306152
	Iteration 10Q: 3 clusters Score -9713462 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 62796 members 
Entering Unmasked Estep 
Score: -9714220.000000 Penalty: 3353.306152
	Iteration 11Q: 3 clusters Score -9714220 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 63678 members 
Entering Unmasked Estep 
Score: -9714794.000000 Penalty: 3353.306152
	Iteration 12Q: 3 clusters Score -9714794 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 64326 members 
Entering Unmasked Estep 
Score: -9715133.000000 Penalty: 3353.306152
	Iteration 13Q: 3 clusters Score -9715133 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 64819 members 
Entering Unmasked Estep 
Score: -9715356.000000 Penalty: 3353.306152
	Iteration 14Q: 3 clusters Score -9715356 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 65175 members 
Entering Unmasked Estep 
Score: -9715378.000000 Penalty: 3353.306152
	Iteration 15Q: 3 clusters Score -9715378 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 65434 members 
Entering Unmasked Estep 
Score: -9715440.000000 Penalty: 3353.306152
	Iteration 16Q: 3 clusters Score -9715440 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 65587 members 
Entering Unmasked Estep 
Score: -9715455.000000 Penalty: 3353.306152
	Iteration 17Q: 3 clusters Score -9715455 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 65705 members 
Entering Unmasked Estep 
Score: -9715505.000000 Penalty: 3353.306152
	Iteration 18Q: 3 clusters Score -9715505 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 65777 members 
Entering Unmasked Estep 
Score: -9715512.000000 Penalty: 3353.306152
	Iteration 19Q: 3 clusters Score -9715512 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 65833 members 
Entering Unmasked Estep 
Score: -9715547.000000 Penalty: 3353.306152
	Iteration 20F: 3 clusters Score -9715547 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 65892 members 
Entering Unmasked Estep 
Score: -9715558.000000 Penalty: 3353.306152
	Iteration 21Q: 3 clusters Score -9715558 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 65961 members 
Entering Unmasked Estep 
Score: -9715583.000000 Penalty: 3353.306152
	Iteration 22Q: 3 clusters Score -9715583 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 66023 members 
Entering Unmasked Estep 
Score: -9715602.000000 Penalty: 3353.306152
	Iteration 23Q: 3 clusters Score -9715602 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 66064 members 
Entering Unmasked Estep 
Score: -9715605.000000 Penalty: 3353.306152
	Iteration 24Q: 3 clusters Score -9715605 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 66097 members 
Entering Unmasked Estep 
Score: -9715617.000000 Penalty: 3353.306152
	Iteration 25Q: 3 clusters Score -9715617 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 66124 members 
Entering Unmasked Estep 
Score: -9715617.000000 Penalty: 3353.306152
	Iteration 26Q: 3 clusters Score -9715617 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 66150 members 
Entering Unmasked Estep 
Score: -9715604.000000 Penalty: 3353.306152
	Iteration 27Q: 3 clusters Score -9715604 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 66172 members 
Entering Unmasked Estep 
Score: -9715605.000000 Penalty: 3353.306152
	Iteration 28Q: 3 clusters Score -9715605 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 66190 members 
Entering Unmasked Estep 
Score: -9715608.000000 Penalty: 3353.306152
	Iteration 29Q: 3 clusters Score -9715608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 66200 members 
Entering Unmasked Estep 
Score: -9715619.000000 Penalty: 3353.306152
	Iteration 30Q: 3 clusters Score -9715619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 66205 members 
Entering Unmasked Estep 
Score: -9715612.000000 Penalty: 3353.306152
	Iteration 31Q: 3 clusters Score -9715612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 66207 members 
Entering Unmasked Estep 
Score: -9715608.000000 Penalty: 3353.306152
	Iteration 32Q: 3 clusters Score -9715608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 66209 members 
Entering Unmasked Estep 
Score: -9715600.000000 Penalty: 3353.306152
	Iteration 33Q: 3 clusters Score -9715600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 66211 members 
Entering Unmasked Estep 
Score: -9715600.000000 Penalty: 3353.306152
	Iteration 34Q: 3 clusters Score -9715600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 66212 members 
Entering Unmasked Estep 
Score: -9715601.000000 Penalty: 3353.306152
	Iteration 35Q: 3 clusters Score -9715601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 66212 members 
Entering Unmasked Estep 
Score: -9715601.000000 Penalty: 3353.306152
	Iteration 36F: 3 clusters Score -9715601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 795 members 
Mstep: Class 1 contains 66212 members 
Mstep: Class 2 contains 12051 members 
Mstep: Class 3 contains 2866 members 
Mstep: Class 4 contains 44511 members 
Mstep: Class 5 contains 9442 members 
Mstep: Class 6 contains 33157 members 
Mstep: Class 7 contains 33293 members 
Mstep: Class 9 contains 8492 members 
Mstep: Class 10 contains 12836 members 
Mstep: Class 11 contains 5329 members 
Mstep: Class 12 contains 44224 members 
Mstep: Class 13 contains 58828 members 
Mstep: Class 14 contains 24141 members 
Mstep: Class 15 contains 5790 members 
Mstep: Class 17 contains 141771 members 
Mstep: Class 18 contains 48122 members 
Mstep: Class 20 contains 93525 members 
Mstep: Class 21 contains 19167 members 
Mstep: Class 22 contains 1848 members 
Mstep: Class 23 contains 511 members 
Entering Unmasked Estep 
Score: -80763552.000000 Penalty: 39909.386719
Splitting cluster 2 changes total score from -80756504.000000 to -80763552.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 3 (2866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Entering Unmasked Estep 
Score: -353898.062500 Penalty: 1184.548096
	Iteration 0F: 2 clusters Score -353898.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -351494.906250 Penalty: 2369.096191
	Iteration 0F: 3 clusters Score -351494.9 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -352091.343750 Penalty: 2369.096191
	Iteration 1F: 3 clusters Score -352091.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -352251.343750 Penalty: 2369.096191
	Iteration 2F: 3 clusters Score -352251.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -352359.187500 Penalty: 2369.096191
	Iteration 3Q: 3 clusters Score -352359.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -352441.062500 Penalty: 2369.096191
	Iteration 4Q: 3 clusters Score -352441.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -352494.062500 Penalty: 2369.096191
	Iteration 5Q: 3 clusters Score -352494.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -352529.156250 Penalty: 2369.096191
	Iteration 6Q: 3 clusters Score -352529.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -352547.187500 Penalty: 2369.096191
	Iteration 7Q: 3 clusters Score -352547.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -352562.656250 Penalty: 2369.096191
	Iteration 8Q: 3 clusters Score -352562.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -352577.437500 Penalty: 2369.096191
	Iteration 9Q: 3 clusters Score -352577.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -352588.218750 Penalty: 2369.096191
	Iteration 10Q: 3 clusters Score -352588.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -352597.468750 Penalty: 2369.096191
	Iteration 11Q: 3 clusters Score -352597.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -352606.375000 Penalty: 2369.096191
	Iteration 12Q: 3 clusters Score -352606.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -352613.937500 Penalty: 2369.096191
	Iteration 13Q: 3 clusters Score -352613.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -352618.812500 Penalty: 2369.096191
	Iteration 14Q: 3 clusters Score -352618.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -352622.468750 Penalty: 2369.096191
	Iteration 15Q: 3 clusters Score -352622.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -352624.750000 Penalty: 2369.096191
	Iteration 16Q: 3 clusters Score -352624.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -352628.468750 Penalty: 2369.096191
	Iteration 17Q: 3 clusters Score -352628.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -352631.343750 Penalty: 2369.096191
	Iteration 18Q: 3 clusters Score -352631.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -352634.750000 Penalty: 2369.096191
	Iteration 19Q: 3 clusters Score -352634.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -352637.000000 Penalty: 2369.096191
	Iteration 20F: 3 clusters Score -352637 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -352640.343750 Penalty: 2369.096191
	Iteration 21Q: 3 clusters Score -352640.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -352641.968750 Penalty: 2369.096191
	Iteration 22Q: 3 clusters Score -352642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -352641.968750 Penalty: 2369.096191
	Iteration 23F: 3 clusters Score -352642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (44511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44511 members 
Entering Unmasked Estep 
Score: -5389331.500000 Penalty: 1592.679565
	Iteration 0F: 2 clusters Score -5389332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22373 members 
Mstep: Class 2 contains 22138 members 
Entering Unmasked Estep 
Score: -5360617.000000 Penalty: 3185.359131
	Iteration 0F: 3 clusters Score -5360617 nChanged 20307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23058 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -5371810.500000 Penalty: 3185.359131
	Iteration 1F: 3 clusters Score -5371810 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23492 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
Score: -5372484.500000 Penalty: 3185.359131
	Iteration 2Q: 3 clusters Score -5372484 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24088 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -5373192.000000 Penalty: 3185.359131
	Iteration 3Q: 3 clusters Score -5373192 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -5373952.500000 Penalty: 3185.359131
	Iteration 4Q: 3 clusters Score -5373952 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -5374780.000000 Penalty: 3185.359131
	Iteration 5Q: 3 clusters Score -5374780 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26938 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -5375803.000000 Penalty: 3185.359131
	Iteration 6Q: 3 clusters Score -5375803 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28499 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -5377222.500000 Penalty: 3185.359131
	Iteration 7Q: 3 clusters Score -5377222 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30357 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -5378918.500000 Penalty: 3185.359131
	Iteration 8F: 3 clusters Score -5378918 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32382 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -5380858.500000 Penalty: 3185.359131
	Iteration 9F: 3 clusters Score -5380858 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34315 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -5382639.000000 Penalty: 3185.359131
	Iteration 10F: 3 clusters Score -5382639 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36053 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -5384044.000000 Penalty: 3185.359131
	Iteration 11Q: 3 clusters Score -5384044 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37511 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -5385111.500000 Penalty: 3185.359131
	Iteration 12Q: 3 clusters Score -5385112 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38707 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -5385952.000000 Penalty: 3185.359131
	Iteration 13Q: 3 clusters Score -5385952 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39680 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -5386542.000000 Penalty: 3185.359131
	Iteration 14Q: 3 clusters Score -5386542 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40478 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -5387027.500000 Penalty: 3185.359131
	Iteration 15Q: 3 clusters Score -5387028 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41081 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -5387368.500000 Penalty: 3185.359131
	Iteration 16Q: 3 clusters Score -5387368 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41525 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -5387601.000000 Penalty: 3185.359131
	Iteration 17Q: 3 clusters Score -5387601 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41842 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -5387790.000000 Penalty: 3185.359131
	Iteration 18Q: 3 clusters Score -5387790 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42110 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -5387966.000000 Penalty: 3185.359131
	Iteration 19Q: 3 clusters Score -5387966 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42315 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -5388118.000000 Penalty: 3185.359131
	Iteration 20F: 3 clusters Score -5388118 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42473 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -5388197.500000 Penalty: 3185.359131
	Iteration 21Q: 3 clusters Score -5388198 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42580 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -5388240.000000 Penalty: 3185.359131
	Iteration 22Q: 3 clusters Score -5388240 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42678 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -5388277.500000 Penalty: 3185.359131
	Iteration 23Q: 3 clusters Score -5388278 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42754 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -5388317.500000 Penalty: 3185.359131
	Iteration 24Q: 3 clusters Score -5388318 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42795 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -5388328.500000 Penalty: 3185.359131
	Iteration 25Q: 3 clusters Score -5388328 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42822 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -5388359.000000 Penalty: 3185.359131
	Iteration 26Q: 3 clusters Score -5388359 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42859 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -5388379.000000 Penalty: 3185.359131
	Iteration 27Q: 3 clusters Score -5388379 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42892 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -5388398.000000 Penalty: 3185.359131
	Iteration 28Q: 3 clusters Score -5388398 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42915 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -5388410.500000 Penalty: 3185.359131
	Iteration 29Q: 3 clusters Score -5388410 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42930 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -5388419.500000 Penalty: 3185.359131
	Iteration 30Q: 3 clusters Score -5388420 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42938 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -5388421.500000 Penalty: 3185.359131
	Iteration 31Q: 3 clusters Score -5388422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42946 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -5388425.000000 Penalty: 3185.359131
	Iteration 32Q: 3 clusters Score -5388425 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42958 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -5388427.000000 Penalty: 3185.359131
	Iteration 33Q: 3 clusters Score -5388427 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42968 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -5388420.500000 Penalty: 3185.359131
	Iteration 34Q: 3 clusters Score -5388420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42974 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -5388420.500000 Penalty: 3185.359131
	Iteration 35Q: 3 clusters Score -5388420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42977 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -5388419.000000 Penalty: 3185.359131
	Iteration 36Q: 3 clusters Score -5388419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42979 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -5388422.000000 Penalty: 3185.359131
	Iteration 37Q: 3 clusters Score -5388422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42981 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -5388421.500000 Penalty: 3185.359131
	Iteration 38Q: 3 clusters Score -5388422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42984 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -5388426.000000 Penalty: 3185.359131
	Iteration 39Q: 3 clusters Score -5388426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42986 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -5388433.500000 Penalty: 3185.359131
	Iteration 40F: 3 clusters Score -5388434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42985 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -5388427.500000 Penalty: 3185.359131
	Iteration 41Q: 3 clusters Score -5388428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42985 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -5388427.500000 Penalty: 3185.359131
	Iteration 42F: 3 clusters Score -5388428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (9442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Entering Unmasked Estep 
Score: -1117329.500000 Penalty: 1361.955078
	Iteration 0F: 2 clusters Score -1117330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1110908.375000 Penalty: 2723.910156
	Iteration 0F: 3 clusters Score -1110908 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1113093.125000 Penalty: 2723.910156
	Iteration 1F: 3 clusters Score -1113093 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1113484.625000 Penalty: 2723.910156
	Iteration 2F: 3 clusters Score -1113485 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1113837.000000 Penalty: 2723.910156
	Iteration 3F: 3 clusters Score -1113837 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1114178.875000 Penalty: 2723.910156
	Iteration 4F: 3 clusters Score -1114179 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1114532.125000 Penalty: 2723.910156
	Iteration 5F: 3 clusters Score -1114532 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1114923.125000 Penalty: 2723.910156
	Iteration 6F: 3 clusters Score -1114923 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1115393.625000 Penalty: 2723.910156
	Iteration 7F: 3 clusters Score -1115394 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1115968.750000 Penalty: 2723.910156
	Iteration 8F: 3 clusters Score -1115969 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1116606.375000 Penalty: 2723.910156
	Iteration 9F: 3 clusters Score -1116606 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1117112.250000 Penalty: 2723.910156
	Iteration 10Q: 3 clusters Score -1117112 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1117388.500000 Penalty: 2723.910156
	Iteration 11Q: 3 clusters Score -1117388 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1117551.625000 Penalty: 2723.910156
	Iteration 12Q: 3 clusters Score -1117552 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1117650.000000 Penalty: 2723.910156
	Iteration 13Q: 3 clusters Score -1117650 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1117723.875000 Penalty: 2723.910156
	Iteration 14Q: 3 clusters Score -1117724 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1117772.250000 Penalty: 2723.910156
	Iteration 15Q: 3 clusters Score -1117772 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1117802.875000 Penalty: 2723.910156
	Iteration 16Q: 3 clusters Score -1117803 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1117817.000000 Penalty: 2723.910156
	Iteration 17Q: 3 clusters Score -1117817 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1117827.625000 Penalty: 2723.910156
	Iteration 18Q: 3 clusters Score -1117828 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1117839.625000 Penalty: 2723.910156
	Iteration 19Q: 3 clusters Score -1117840 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1117855.125000 Penalty: 2723.910156
	Iteration 20F: 3 clusters Score -1117855 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1117863.625000 Penalty: 2723.910156
	Iteration 21Q: 3 clusters Score -1117864 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1117869.500000 Penalty: 2723.910156
	Iteration 22Q: 3 clusters Score -1117870 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1117879.375000 Penalty: 2723.910156
	Iteration 23Q: 3 clusters Score -1117879 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1117883.000000 Penalty: 2723.910156
	Iteration 24Q: 3 clusters Score -1117883 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1117891.875000 Penalty: 2723.910156
	Iteration 25Q: 3 clusters Score -1117892 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1117896.875000 Penalty: 2723.910156
	Iteration 26Q: 3 clusters Score -1117897 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1117900.500000 Penalty: 2723.910156
	Iteration 27Q: 3 clusters Score -1117900 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1117909.375000 Penalty: 2723.910156
	Iteration 28Q: 3 clusters Score -1117909 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1117914.375000 Penalty: 2723.910156
	Iteration 29Q: 3 clusters Score -1117914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1117915.125000 Penalty: 2723.910156
	Iteration 30Q: 3 clusters Score -1117915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1117914.375000 Penalty: 2723.910156
	Iteration 31Q: 3 clusters Score -1117914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1117916.500000 Penalty: 2723.910156
	Iteration 32Q: 3 clusters Score -1117916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1117916.375000 Penalty: 2723.910156
	Iteration 33Q: 3 clusters Score -1117916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1117916.000000 Penalty: 2723.910156
	Iteration 34Q: 3 clusters Score -1117916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1117918.250000 Penalty: 2723.910156
	Iteration 35Q: 3 clusters Score -1117918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1117919.250000 Penalty: 2723.910156
	Iteration 36Q: 3 clusters Score -1117919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1117919.250000 Penalty: 2723.910156
	Iteration 37F: 3 clusters Score -1117919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 795 members 
Mstep: Class 1 contains 66212 members 
Mstep: Class 2 contains 12051 members 
Mstep: Class 3 contains 2866 members 
Mstep: Class 4 contains 44511 members 
Mstep: Class 5 contains 7381 members 
Mstep: Class 6 contains 33157 members 
Mstep: Class 7 contains 33293 members 
Mstep: Class 8 contains 2061 members 
Mstep: Class 9 contains 8492 members 
Mstep: Class 10 contains 12836 members 
Mstep: Class 11 contains 5329 members 
Mstep: Class 12 contains 44224 members 
Mstep: Class 13 contains 58828 members 
Mstep: Class 14 contains 24141 members 
Mstep: Class 15 contains 5790 members 
Mstep: Class 17 contains 141771 members 
Mstep: Class 18 contains 48122 members 
Mstep: Class 20 contains 93525 members 
Mstep: Class 21 contains 19167 members 
Mstep: Class 22 contains 1848 members 
Mstep: Class 23 contains 511 members 
Entering Unmasked Estep 
Score: -80763616.000000 Penalty: 41904.855469
Splitting cluster 5 changes total score from -80756504.000000 to -80763616.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 6 (33157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33157 members 
Entering Unmasked Estep 
Score: -4096545.750000 Penalty: 1548.860596
	Iteration 0F: 2 clusters Score -4096546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -4074933.000000 Penalty: 3097.721191
	Iteration 0F: 3 clusters Score -4074933 nChanged 15219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -4083320.500000 Penalty: 3097.721191
	Iteration 1F: 3 clusters Score -4083320 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -4083870.250000 Penalty: 3097.721191
	Iteration 2F: 3 clusters Score -4083870 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -4084417.500000 Penalty: 3097.721191
	Iteration 3Q: 3 clusters Score -4084418 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -4084974.750000 Penalty: 3097.721191
	Iteration 4Q: 3 clusters Score -4084975 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -4085537.000000 Penalty: 3097.721191
	Iteration 5Q: 3 clusters Score -4085537 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -4086068.500000 Penalty: 3097.721191
	Iteration 6Q: 3 clusters Score -4086068 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -4086649.750000 Penalty: 3097.721191
	Iteration 7Q: 3 clusters Score -4086650 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -4087278.750000 Penalty: 3097.721191
	Iteration 8Q: 3 clusters Score -4087279 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -4087966.750000 Penalty: 3097.721191
	Iteration 9Q: 3 clusters Score -4087967 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -4088601.000000 Penalty: 3097.721191
	Iteration 10Q: 3 clusters Score -4088601 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -4089229.750000 Penalty: 3097.721191
	Iteration 11Q: 3 clusters Score -4089230 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 19756 members 
Entering Unmasked Estep 
Score: -4089861.250000 Penalty: 3097.721191
	Iteration 12Q: 3 clusters Score -4089861 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -4090445.250000 Penalty: 3097.721191
	Iteration 13Q: 3 clusters Score -4090445 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -4091071.500000 Penalty: 3097.721191
	Iteration 14Q: 3 clusters Score -4091072 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -4091723.750000 Penalty: 3097.721191
	Iteration 15Q: 3 clusters Score -4091724 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 21329 members 
Entering Unmasked Estep 
Score: -4092306.000000 Penalty: 3097.721191
	Iteration 16Q: 3 clusters Score -4092306 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 21751 members 
Entering Unmasked Estep 
Score: -4092743.250000 Penalty: 3097.721191
	Iteration 17Q: 3 clusters Score -4092743 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 22121 members 
Entering Unmasked Estep 
Score: -4093006.500000 Penalty: 3097.721191
	Iteration 18Q: 3 clusters Score -4093006 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -4093171.500000 Penalty: 3097.721191
	Iteration 19Q: 3 clusters Score -4093172 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 22818 members 
Entering Unmasked Estep 
Score: -4093295.000000 Penalty: 3097.721191
	Iteration 20F: 3 clusters Score -4093295 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -4093400.750000 Penalty: 3097.721191
	Iteration 21Q: 3 clusters Score -4093401 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 23455 members 
Entering Unmasked Estep 
Score: -4093498.000000 Penalty: 3097.721191
	Iteration 22Q: 3 clusters Score -4093498 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 23759 members 
Entering Unmasked Estep 
Score: -4093586.500000 Penalty: 3097.721191
	Iteration 23Q: 3 clusters Score -4093586 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 24036 members 
Entering Unmasked Estep 
Score: -4093650.250000 Penalty: 3097.721191
	Iteration 24Q: 3 clusters Score -4093650 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 24284 members 
Entering Unmasked Estep 
Score: -4093729.750000 Penalty: 3097.721191
	Iteration 25Q: 3 clusters Score -4093730 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 24529 members 
Entering Unmasked Estep 
Score: -4093800.250000 Penalty: 3097.721191
	Iteration 26Q: 3 clusters Score -4093800 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 24754 members 
Entering Unmasked Estep 
Score: -4093848.750000 Penalty: 3097.721191
	Iteration 27Q: 3 clusters Score -4093849 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 24990 members 
Entering Unmasked Estep 
Score: -4093901.250000 Penalty: 3097.721191
	Iteration 28Q: 3 clusters Score -4093901 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 25209 members 
Entering Unmasked Estep 
Score: -4093950.500000 Penalty: 3097.721191
	Iteration 29Q: 3 clusters Score -4093950 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 25460 members 
Entering Unmasked Estep 
Score: -4094007.500000 Penalty: 3097.721191
	Iteration 30Q: 3 clusters Score -4094008 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 25684 members 
Entering Unmasked Estep 
Score: -4094081.500000 Penalty: 3097.721191
	Iteration 31Q: 3 clusters Score -4094082 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 25923 members 
Entering Unmasked Estep 
Score: -4094131.750000 Penalty: 3097.721191
	Iteration 32Q: 3 clusters Score -4094132 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 26144 members 
Entering Unmasked Estep 
Score: -4094188.250000 Penalty: 3097.721191
	Iteration 33Q: 3 clusters Score -4094188 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 26395 members 
Entering Unmasked Estep 
Score: -4094273.750000 Penalty: 3097.721191
	Iteration 34Q: 3 clusters Score -4094274 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 26638 members 
Entering Unmasked Estep 
Score: -4094324.000000 Penalty: 3097.721191
	Iteration 35Q: 3 clusters Score -4094324 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 26868 members 
Entering Unmasked Estep 
Score: -4094378.750000 Penalty: 3097.721191
	Iteration 36Q: 3 clusters Score -4094379 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 27100 members 
Entering Unmasked Estep 
Score: -4094453.500000 Penalty: 3097.721191
	Iteration 37Q: 3 clusters Score -4094454 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 27323 members 
Entering Unmasked Estep 
Score: -4094521.750000 Penalty: 3097.721191
	Iteration 38Q: 3 clusters Score -4094522 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 27538 members 
Entering Unmasked Estep 
Score: -4094584.000000 Penalty: 3097.721191
	Iteration 39Q: 3 clusters Score -4094584 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 27736 members 
Entering Unmasked Estep 
Score: -4094631.250000 Penalty: 3097.721191
	Iteration 40F: 3 clusters Score -4094631 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 27925 members 
Entering Unmasked Estep 
Score: -4094697.000000 Penalty: 3097.721191
	Iteration 41Q: 3 clusters Score -4094697 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 28097 members 
Entering Unmasked Estep 
Score: -4094751.250000 Penalty: 3097.721191
	Iteration 42Q: 3 clusters Score -4094751 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 28274 members 
Entering Unmasked Estep 
Score: -4094796.750000 Penalty: 3097.721191
	Iteration 43Q: 3 clusters Score -4094797 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 28442 members 
Entering Unmasked Estep 
Score: -4094858.000000 Penalty: 3097.721191
	Iteration 44Q: 3 clusters Score -4094858 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 28592 members 
Entering Unmasked Estep 
Score: -4094890.250000 Penalty: 3097.721191
	Iteration 45Q: 3 clusters Score -4094890 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 28718 members 
Entering Unmasked Estep 
Score: -4094924.750000 Penalty: 3097.721191
	Iteration 46Q: 3 clusters Score -4094925 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 28837 members 
Entering Unmasked Estep 
Score: -4094948.500000 Penalty: 3097.721191
	Iteration 47Q: 3 clusters Score -4094948 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 28970 members 
Entering Unmasked Estep 
Score: -4094994.750000 Penalty: 3097.721191
	Iteration 48Q: 3 clusters Score -4094995 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 29084 members 
Entering Unmasked Estep 
Score: -4095024.250000 Penalty: 3097.721191
	Iteration 49Q: 3 clusters Score -4095024 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 29192 members 
Entering Unmasked Estep 
Score: -4095053.500000 Penalty: 3097.721191
	Iteration 50Q: 3 clusters Score -4095054 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 29277 members 
Entering Unmasked Estep 
Score: -4095070.750000 Penalty: 3097.721191
	Iteration 51Q: 3 clusters Score -4095071 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 29355 members 
Entering Unmasked Estep 
Score: -4095107.250000 Penalty: 3097.721191
	Iteration 52Q: 3 clusters Score -4095107 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 29429 members 
Entering Unmasked Estep 
Score: -4095110.000000 Penalty: 3097.721191
	Iteration 53Q: 3 clusters Score -4095110 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 29505 members 
Entering Unmasked Estep 
Score: -4095127.000000 Penalty: 3097.721191
	Iteration 54Q: 3 clusters Score -4095127 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 29558 members 
Entering Unmasked Estep 
Score: -4095142.250000 Penalty: 3097.721191
	Iteration 55Q: 3 clusters Score -4095142 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 29616 members 
Entering Unmasked Estep 
Score: -4095161.250000 Penalty: 3097.721191
	Iteration 56Q: 3 clusters Score -4095161 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 29683 members 
Entering Unmasked Estep 
Score: -4095164.750000 Penalty: 3097.721191
	Iteration 57Q: 3 clusters Score -4095165 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 29735 members 
Entering Unmasked Estep 
Score: -4095175.000000 Penalty: 3097.721191
	Iteration 58Q: 3 clusters Score -4095175 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 29777 members 
Entering Unmasked Estep 
Score: -4095182.500000 Penalty: 3097.721191
	Iteration 59Q: 3 clusters Score -4095182 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 29818 members 
Entering Unmasked Estep 
Score: -4095193.500000 Penalty: 3097.721191
	Iteration 60F: 3 clusters Score -4095194 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 29856 members 
Entering Unmasked Estep 
Score: -4095199.750000 Penalty: 3097.721191
	Iteration 61Q: 3 clusters Score -4095200 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 29898 members 
Entering Unmasked Estep 
Score: -4095215.500000 Penalty: 3097.721191
	Iteration 62Q: 3 clusters Score -4095216 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 29948 members 
Entering Unmasked Estep 
Score: -4095212.000000 Penalty: 3097.721191
	Iteration 63Q: 3 clusters Score -4095212 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 30002 members 
Entering Unmasked Estep 
Score: -4095229.250000 Penalty: 3097.721191
	Iteration 64Q: 3 clusters Score -4095229 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 30062 members 
Entering Unmasked Estep 
Score: -4095244.000000 Penalty: 3097.721191
	Iteration 65Q: 3 clusters Score -4095244 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 30107 members 
Entering Unmasked Estep 
Score: -4095264.250000 Penalty: 3097.721191
	Iteration 66Q: 3 clusters Score -4095264 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 30150 members 
Entering Unmasked Estep 
Score: -4095271.250000 Penalty: 3097.721191
	Iteration 67Q: 3 clusters Score -4095271 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 30188 members 
Entering Unmasked Estep 
Score: -4095282.750000 Penalty: 3097.721191
	Iteration 68Q: 3 clusters Score -4095283 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 30223 members 
Entering Unmasked Estep 
Score: -4095294.000000 Penalty: 3097.721191
	Iteration 69Q: 3 clusters Score -4095294 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 30253 members 
Entering Unmasked Estep 
Score: -4095303.250000 Penalty: 3097.721191
	Iteration 70Q: 3 clusters Score -4095303 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 30285 members 
Entering Unmasked Estep 
Score: -4095313.750000 Penalty: 3097.721191
	Iteration 71Q: 3 clusters Score -4095314 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 30323 members 
Entering Unmasked Estep 
Score: -4095328.250000 Penalty: 3097.721191
	Iteration 72Q: 3 clusters Score -4095328 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 30361 members 
Entering Unmasked Estep 
Score: -4095327.500000 Penalty: 3097.721191
	Iteration 73Q: 3 clusters Score -4095328 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 30391 members 
Entering Unmasked Estep 
Score: -4095342.500000 Penalty: 3097.721191
	Iteration 74Q: 3 clusters Score -4095342 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 30418 members 
Entering Unmasked Estep 
Score: -4095349.250000 Penalty: 3097.721191
	Iteration 75Q: 3 clusters Score -4095349 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 30445 members 
Entering Unmasked Estep 
Score: -4095354.750000 Penalty: 3097.721191
	Iteration 76Q: 3 clusters Score -4095355 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 30471 members 
Entering Unmasked Estep 
Score: -4095360.250000 Penalty: 3097.721191
	Iteration 77Q: 3 clusters Score -4095360 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 30495 members 
Entering Unmasked Estep 
Score: -4095365.750000 Penalty: 3097.721191
	Iteration 78Q: 3 clusters Score -4095366 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 30525 members 
Entering Unmasked Estep 
Score: -4095363.000000 Penalty: 3097.721191
	Iteration 79Q: 3 clusters Score -4095363 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 30556 members 
Entering Unmasked Estep 
Score: -4095371.250000 Penalty: 3097.721191
	Iteration 80F: 3 clusters Score -4095371 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 30586 members 
Entering Unmasked Estep 
Score: -4095382.750000 Penalty: 3097.721191
	Iteration 81Q: 3 clusters Score -4095383 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 30612 members 
Entering Unmasked Estep 
Score: -4095394.000000 Penalty: 3097.721191
	Iteration 82Q: 3 clusters Score -4095394 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 30642 members 
Entering Unmasked Estep 
Score: -4095409.750000 Penalty: 3097.721191
	Iteration 83Q: 3 clusters Score -4095410 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 30679 members 
Entering Unmasked Estep 
Score: -4095419.000000 Penalty: 3097.721191
	Iteration 84Q: 3 clusters Score -4095419 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 30704 members 
Entering Unmasked Estep 
Score: -4095428.250000 Penalty: 3097.721191
	Iteration 85Q: 3 clusters Score -4095428 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 30724 members 
Entering Unmasked Estep 
Score: -4095428.000000 Penalty: 3097.721191
	Iteration 86Q: 3 clusters Score -4095428 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 30737 members 
Entering Unmasked Estep 
Score: -4095430.000000 Penalty: 3097.721191
	Iteration 87Q: 3 clusters Score -4095430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 30746 members 
Entering Unmasked Estep 
Score: -4095429.750000 Penalty: 3097.721191
	Iteration 88Q: 3 clusters Score -4095430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 30756 members 
Entering Unmasked Estep 
Score: -4095432.250000 Penalty: 3097.721191
	Iteration 89Q: 3 clusters Score -4095432 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 30773 members 
Entering Unmasked Estep 
Score: -4095433.500000 Penalty: 3097.721191
	Iteration 90Q: 3 clusters Score -4095434 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 30787 members 
Entering Unmasked Estep 
Score: -4095438.500000 Penalty: 3097.721191
	Iteration 91Q: 3 clusters Score -4095438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 30795 members 
Entering Unmasked Estep 
Score: -4095443.750000 Penalty: 3097.721191
	Iteration 92Q: 3 clusters Score -4095444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 30805 members 
Entering Unmasked Estep 
Score: -4095443.250000 Penalty: 3097.721191
	Iteration 93Q: 3 clusters Score -4095443 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 30811 members 
Entering Unmasked Estep 
Score: -4095445.750000 Penalty: 3097.721191
	Iteration 94Q: 3 clusters Score -4095446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 30820 members 
Entering Unmasked Estep 
Score: -4095446.750000 Penalty: 3097.721191
	Iteration 95Q: 3 clusters Score -4095447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 30827 members 
Entering Unmasked Estep 
Score: -4095445.750000 Penalty: 3097.721191
	Iteration 96Q: 3 clusters Score -4095446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 30833 members 
Entering Unmasked Estep 
Score: -4095444.250000 Penalty: 3097.721191
	Iteration 97Q: 3 clusters Score -4095444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 30838 members 
Entering Unmasked Estep 
Score: -4095453.750000 Penalty: 3097.721191
	Iteration 98Q: 3 clusters Score -4095454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 30840 members 
Entering Unmasked Estep 
Score: -4095449.250000 Penalty: 3097.721191
	Iteration 99Q: 3 clusters Score -4095449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 30842 members 
Entering Unmasked Estep 
Score: -4095452.750000 Penalty: 3097.721191
	Iteration 100F: 3 clusters Score -4095453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 30843 members 
Entering Unmasked Estep 
Score: -4095450.250000 Penalty: 3097.721191
	Iteration 101Q: 3 clusters Score -4095450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 30843 members 
Entering Unmasked Estep 
Score: -4095453.750000 Penalty: 3097.721191
	Iteration 102Q: 3 clusters Score -4095454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 30843 members 
Entering Unmasked Estep 
Score: -4095453.750000 Penalty: 3097.721191
	Iteration 103F: 3 clusters Score -4095454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (33293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33293 members 
Entering Unmasked Estep 
Score: -3895215.500000 Penalty: 1549.469604
	Iteration 0F: 2 clusters Score -3895216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -3873485.250000 Penalty: 3098.939209
	Iteration 0F: 3 clusters Score -3873485 nChanged 15114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -3882053.000000 Penalty: 3098.939209
	Iteration 1F: 3 clusters Score -3882053 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -3882651.500000 Penalty: 3098.939209
	Iteration 2F: 3 clusters Score -3882652 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -3883277.750000 Penalty: 3098.939209
	Iteration 3Q: 3 clusters Score -3883278 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -3883898.000000 Penalty: 3098.939209
	Iteration 4Q: 3 clusters Score -3883898 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -3884560.250000 Penalty: 3098.939209
	Iteration 5Q: 3 clusters Score -3884560 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -3885283.000000 Penalty: 3098.939209
	Iteration 6Q: 3 clusters Score -3885283 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -3886041.500000 Penalty: 3098.939209
	Iteration 7Q: 3 clusters Score -3886042 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
Score: -3886808.750000 Penalty: 3098.939209
	Iteration 8Q: 3 clusters Score -3886809 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 21232 members 
Entering Unmasked Estep 
Score: -3887523.750000 Penalty: 3098.939209
	Iteration 9Q: 3 clusters Score -3887524 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 22175 members 
Entering Unmasked Estep 
Score: -3888197.750000 Penalty: 3098.939209
	Iteration 10Q: 3 clusters Score -3888198 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 23186 members 
Entering Unmasked Estep 
Score: -3888783.250000 Penalty: 3098.939209
	Iteration 11Q: 3 clusters Score -3888783 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 24214 members 
Entering Unmasked Estep 
Score: -3889294.500000 Penalty: 3098.939209
	Iteration 12Q: 3 clusters Score -3889294 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 25257 members 
Entering Unmasked Estep 
Score: -3889857.750000 Penalty: 3098.939209
	Iteration 13Q: 3 clusters Score -3889858 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 26359 members 
Entering Unmasked Estep 
Score: -3890437.500000 Penalty: 3098.939209
	Iteration 14Q: 3 clusters Score -3890438 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 27463 members 
Entering Unmasked Estep 
Score: -3891050.250000 Penalty: 3098.939209
	Iteration 15Q: 3 clusters Score -3891050 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 28529 members 
Entering Unmasked Estep 
Score: -3891655.500000 Penalty: 3098.939209
	Iteration 16Q: 3 clusters Score -3891656 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 29516 members 
Entering Unmasked Estep 
Score: -3892247.750000 Penalty: 3098.939209
	Iteration 17Q: 3 clusters Score -3892248 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 30363 members 
Entering Unmasked Estep 
Score: -3892774.250000 Penalty: 3098.939209
	Iteration 18Q: 3 clusters Score -3892774 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 31026 members 
Entering Unmasked Estep 
Score: -3893202.250000 Penalty: 3098.939209
	Iteration 19Q: 3 clusters Score -3893202 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 31494 members 
Entering Unmasked Estep 
Score: -3893504.250000 Penalty: 3098.939209
	Iteration 20F: 3 clusters Score -3893504 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 31844 members 
Entering Unmasked Estep 
Score: -3893714.000000 Penalty: 3098.939209
	Iteration 21Q: 3 clusters Score -3893714 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 32049 members 
Entering Unmasked Estep 
Score: -3893846.250000 Penalty: 3098.939209
	Iteration 22Q: 3 clusters Score -3893846 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 32189 members 
Entering Unmasked Estep 
Score: -3893947.750000 Penalty: 3098.939209
	Iteration 23Q: 3 clusters Score -3893948 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 32291 members 
Entering Unmasked Estep 
Score: -3894029.250000 Penalty: 3098.939209
	Iteration 24Q: 3 clusters Score -3894029 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 32365 members 
Entering Unmasked Estep 
Score: -3894077.250000 Penalty: 3098.939209
	Iteration 25Q: 3 clusters Score -3894077 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 32406 members 
Entering Unmasked Estep 
Score: -3894115.250000 Penalty: 3098.939209
	Iteration 26Q: 3 clusters Score -3894115 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 32445 members 
Entering Unmasked Estep 
Score: -3894159.250000 Penalty: 3098.939209
	Iteration 27Q: 3 clusters Score -3894159 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 32485 members 
Entering Unmasked Estep 
Score: -3894192.500000 Penalty: 3098.939209
	Iteration 28Q: 3 clusters Score -3894192 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 32518 members 
Entering Unmasked Estep 
Score: -3894219.250000 Penalty: 3098.939209
	Iteration 29Q: 3 clusters Score -3894219 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 32535 members 
Entering Unmasked Estep 
Score: -3894252.000000 Penalty: 3098.939209
	Iteration 30Q: 3 clusters Score -3894252 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 32557 members 
Entering Unmasked Estep 
Score: -3894275.250000 Penalty: 3098.939209
	Iteration 31Q: 3 clusters Score -3894275 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 32569 members 
Entering Unmasked Estep 
Score: -3894288.500000 Penalty: 3098.939209
	Iteration 32Q: 3 clusters Score -3894288 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 32579 members 
Entering Unmasked Estep 
Score: -3894287.000000 Penalty: 3098.939209
	Iteration 33Q: 3 clusters Score -3894287 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 32590 members 
Entering Unmasked Estep 
Score: -3894293.250000 Penalty: 3098.939209
	Iteration 34Q: 3 clusters Score -3894293 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 32605 members 
Entering Unmasked Estep 
Score: -3894306.500000 Penalty: 3098.939209
	Iteration 35Q: 3 clusters Score -3894306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 32611 members 
Entering Unmasked Estep 
Score: -3894311.000000 Penalty: 3098.939209
	Iteration 36Q: 3 clusters Score -3894311 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 32614 members 
Entering Unmasked Estep 
Score: -3894317.750000 Penalty: 3098.939209
	Iteration 37Q: 3 clusters Score -3894318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 32620 members 
Entering Unmasked Estep 
Score: -3894328.500000 Penalty: 3098.939209
	Iteration 38Q: 3 clusters Score -3894328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 32627 members 
Entering Unmasked Estep 
Score: -3894336.500000 Penalty: 3098.939209
	Iteration 39Q: 3 clusters Score -3894336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 32632 members 
Entering Unmasked Estep 
Score: -3894334.000000 Penalty: 3098.939209
	Iteration 40F: 3 clusters Score -3894334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 32633 members 
Entering Unmasked Estep 
Score: -3894341.500000 Penalty: 3098.939209
	Iteration 41Q: 3 clusters Score -3894342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 32634 members 
Entering Unmasked Estep 
Score: -3894346.750000 Penalty: 3098.939209
	Iteration 42Q: 3 clusters Score -3894347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 32636 members 
Entering Unmasked Estep 
Score: -3894348.750000 Penalty: 3098.939209
	Iteration 43Q: 3 clusters Score -3894349 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 32642 members 
Entering Unmasked Estep 
Score: -3894351.250000 Penalty: 3098.939209
	Iteration 44Q: 3 clusters Score -3894351 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 32646 members 
Entering Unmasked Estep 
Score: -3894359.250000 Penalty: 3098.939209
	Iteration 45Q: 3 clusters Score -3894359 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 32651 members 
Entering Unmasked Estep 
Score: -3894366.500000 Penalty: 3098.939209
	Iteration 46Q: 3 clusters Score -3894366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 32655 members 
Entering Unmasked Estep 
Score: -3894369.500000 Penalty: 3098.939209
	Iteration 47Q: 3 clusters Score -3894370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 32658 members 
Entering Unmasked Estep 
Score: -3894373.000000 Penalty: 3098.939209
	Iteration 48Q: 3 clusters Score -3894373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 32659 members 
Entering Unmasked Estep 
Score: -3894372.250000 Penalty: 3098.939209
	Iteration 49Q: 3 clusters Score -3894372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 32660 members 
Entering Unmasked Estep 
Score: -3894380.750000 Penalty: 3098.939209
	Iteration 50Q: 3 clusters Score -3894381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 32660 members 
Entering Unmasked Estep 
Score: -3894380.250000 Penalty: 3098.939209
	Iteration 51Q: 3 clusters Score -3894380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 32662 members 
Entering Unmasked Estep 
Score: -3894381.000000 Penalty: 3098.939209
	Iteration 52Q: 3 clusters Score -3894381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 32663 members 
Entering Unmasked Estep 
Score: -3894384.500000 Penalty: 3098.939209
	Iteration 53Q: 3 clusters Score -3894384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 32664 members 
Entering Unmasked Estep 
Score: -3894380.500000 Penalty: 3098.939209
	Iteration 54Q: 3 clusters Score -3894380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 32664 members 
Entering Unmasked Estep 
Score: -3894383.250000 Penalty: 3098.939209
	Iteration 55Q: 3 clusters Score -3894383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 32665 members 
Entering Unmasked Estep 
Score: -3894385.500000 Penalty: 3098.939209
	Iteration 56Q: 3 clusters Score -3894386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 32666 members 
Entering Unmasked Estep 
Score: -3894384.750000 Penalty: 3098.939209
	Iteration 57Q: 3 clusters Score -3894385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 32668 members 
Entering Unmasked Estep 
Score: -3894381.000000 Penalty: 3098.939209
	Iteration 58Q: 3 clusters Score -3894381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 32668 members 
Entering Unmasked Estep 
Score: -3894387.500000 Penalty: 3098.939209
	Iteration 59Q: 3 clusters Score -3894388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 32668 members 
Entering Unmasked Estep 
Score: -3894390.500000 Penalty: 3098.939209
	Iteration 60F: 3 clusters Score -3894390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 32669 members 
Entering Unmasked Estep 
Score: -3894390.750000 Penalty: 3098.939209
	Iteration 61Q: 3 clusters Score -3894391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 32672 members 
Entering Unmasked Estep 
Score: -3894392.500000 Penalty: 3098.939209
	Iteration 62Q: 3 clusters Score -3894392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 32672 members 
Entering Unmasked Estep 
Score: -3894389.750000 Penalty: 3098.939209
	Iteration 63Q: 3 clusters Score -3894390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 32671 members 
Entering Unmasked Estep 
Score: -3894393.500000 Penalty: 3098.939209
	Iteration 64Q: 3 clusters Score -3894394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 32670 members 
Entering Unmasked Estep 
Score: -3894391.250000 Penalty: 3098.939209
	Iteration 65Q: 3 clusters Score -3894391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 32668 members 
Entering Unmasked Estep 
Score: -3894397.000000 Penalty: 3098.939209
	Iteration 66Q: 3 clusters Score -3894397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 32670 members 
Entering Unmasked Estep 
Score: -3894398.500000 Penalty: 3098.939209
	Iteration 67Q: 3 clusters Score -3894398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 32670 members 
Entering Unmasked Estep 
Score: -3894398.500000 Penalty: 3098.939209
	Iteration 68F: 3 clusters Score -3894398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Entering Unmasked Estep 
Score: -1012348.875000 Penalty: 1346.175781
	Iteration 0F: 2 clusters Score -1012349 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1006544.312500 Penalty: 2692.351562
	Iteration 0F: 3 clusters Score -1006544 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1008371.937500 Penalty: 2692.351562
	Iteration 1F: 3 clusters Score -1008372 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1008649.750000 Penalty: 2692.351562
	Iteration 2F: 3 clusters Score -1008650 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1008862.812500 Penalty: 2692.351562
	Iteration 3F: 3 clusters Score -1008863 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1009024.562500 Penalty: 2692.351562
	Iteration 4Q: 3 clusters Score -1009025 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1009149.750000 Penalty: 2692.351562
	Iteration 5Q: 3 clusters Score -1009150 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1009252.750000 Penalty: 2692.351562
	Iteration 6Q: 3 clusters Score -1009253 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1009368.125000 Penalty: 2692.351562
	Iteration 7Q: 3 clusters Score -1009368 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1009483.875000 Penalty: 2692.351562
	Iteration 8Q: 3 clusters Score -1009484 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1009612.937500 Penalty: 2692.351562
	Iteration 9Q: 3 clusters Score -1009613 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1009750.250000 Penalty: 2692.351562
	Iteration 10Q: 3 clusters Score -1009750 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1009916.125000 Penalty: 2692.351562
	Iteration 11Q: 3 clusters Score -1009916 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1010140.500000 Penalty: 2692.351562
	Iteration 12Q: 3 clusters Score -1010140 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1010429.562500 Penalty: 2692.351562
	Iteration 13Q: 3 clusters Score -1010430 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1010700.937500 Penalty: 2692.351562
	Iteration 14Q: 3 clusters Score -1010701 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1010959.937500 Penalty: 2692.351562
	Iteration 15Q: 3 clusters Score -1010960 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1011174.750000 Penalty: 2692.351562
	Iteration 16Q: 3 clusters Score -1011175 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1011351.125000 Penalty: 2692.351562
	Iteration 17Q: 3 clusters Score -1011351 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1011486.687500 Penalty: 2692.351562
	Iteration 18Q: 3 clusters Score -1011487 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1011596.937500 Penalty: 2692.351562
	Iteration 19Q: 3 clusters Score -1011597 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1011686.875000 Penalty: 2692.351562
	Iteration 20F: 3 clusters Score -1011687 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1011746.937500 Penalty: 2692.351562
	Iteration 21Q: 3 clusters Score -1011747 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1011786.062500 Penalty: 2692.351562
	Iteration 22Q: 3 clusters Score -1011786 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1011819.312500 Penalty: 2692.351562
	Iteration 23Q: 3 clusters Score -1011819 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1011839.437500 Penalty: 2692.351562
	Iteration 24Q: 3 clusters Score -1011839 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1011859.687500 Penalty: 2692.351562
	Iteration 25Q: 3 clusters Score -1011860 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1011872.437500 Penalty: 2692.351562
	Iteration 26Q: 3 clusters Score -1011872 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1011881.312500 Penalty: 2692.351562
	Iteration 27Q: 3 clusters Score -1011881 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1011887.062500 Penalty: 2692.351562
	Iteration 28Q: 3 clusters Score -1011887 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1011892.750000 Penalty: 2692.351562
	Iteration 29Q: 3 clusters Score -1011893 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1011894.125000 Penalty: 2692.351562
	Iteration 30Q: 3 clusters Score -1011894 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1011900.937500 Penalty: 2692.351562
	Iteration 31Q: 3 clusters Score -1011901 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1011903.687500 Penalty: 2692.351562
	Iteration 32Q: 3 clusters Score -1011904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1011903.687500 Penalty: 2692.351562
	Iteration 33Q: 3 clusters Score -1011904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1011907.562500 Penalty: 2692.351562
	Iteration 34Q: 3 clusters Score -1011908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1011905.750000 Penalty: 2692.351562
	Iteration 35Q: 3 clusters Score -1011906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1011910.062500 Penalty: 2692.351562
	Iteration 36Q: 3 clusters Score -1011910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1011910.312500 Penalty: 2692.351562
	Iteration 37Q: 3 clusters Score -1011910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1011910.312500 Penalty: 2692.351562
	Iteration 38Q: 3 clusters Score -1011910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1011913.687500 Penalty: 2692.351562
	Iteration 39Q: 3 clusters Score -1011914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1011913.250000 Penalty: 2692.351562
	Iteration 40F: 3 clusters Score -1011913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1011913.875000 Penalty: 2692.351562
	Iteration 41Q: 3 clusters Score -1011914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1011915.812500 Penalty: 2692.351562
	Iteration 42Q: 3 clusters Score -1011916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1011919.375000 Penalty: 2692.351562
	Iteration 43Q: 3 clusters Score -1011919 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1011917.875000 Penalty: 2692.351562
	Iteration 44Q: 3 clusters Score -1011918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1011918.437500 Penalty: 2692.351562
	Iteration 45Q: 3 clusters Score -1011918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1011919.812500 Penalty: 2692.351562
	Iteration 46Q: 3 clusters Score -1011920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1011920.500000 Penalty: 2692.351562
	Iteration 47Q: 3 clusters Score -1011920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1011925.687500 Penalty: 2692.351562
	Iteration 48Q: 3 clusters Score -1011926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1011925.187500 Penalty: 2692.351562
	Iteration 49Q: 3 clusters Score -1011925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1011928.312500 Penalty: 2692.351562
	Iteration 50Q: 3 clusters Score -1011928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1011928.687500 Penalty: 2692.351562
	Iteration 51Q: 3 clusters Score -1011929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1011930.625000 Penalty: 2692.351562
	Iteration 52Q: 3 clusters Score -1011931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1011931.437500 Penalty: 2692.351562
	Iteration 53Q: 3 clusters Score -1011931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1011932.000000 Penalty: 2692.351562
	Iteration 54Q: 3 clusters Score -1011932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1011931.750000 Penalty: 2692.351562
	Iteration 55Q: 3 clusters Score -1011932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1011932.375000 Penalty: 2692.351562
	Iteration 56Q: 3 clusters Score -1011932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1011932.375000 Penalty: 2692.351562
	Iteration 57F: 3 clusters Score -1011932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (12836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Entering Unmasked Estep 
Score: -1531253.750000 Penalty: 1407.649292
	Iteration 0F: 2 clusters Score -1531254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1522744.125000 Penalty: 2815.298584
	Iteration 0F: 3 clusters Score -1522744 nChanged 5454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1525871.000000 Penalty: 2815.298584
	Iteration 1F: 3 clusters Score -1525871 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1526390.250000 Penalty: 2815.298584
	Iteration 2F: 3 clusters Score -1526390 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1526954.250000 Penalty: 2815.298584
	Iteration 3F: 3 clusters Score -1526954 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1527626.750000 Penalty: 2815.298584
	Iteration 4F: 3 clusters Score -1527627 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1528322.875000 Penalty: 2815.298584
	Iteration 5F: 3 clusters Score -1528323 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1528873.875000 Penalty: 2815.298584
	Iteration 6F: 3 clusters Score -1528874 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1529298.500000 Penalty: 2815.298584
	Iteration 7F: 3 clusters Score -1529298 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1529634.750000 Penalty: 2815.298584
	Iteration 8Q: 3 clusters Score -1529635 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1529913.500000 Penalty: 2815.298584
	Iteration 9Q: 3 clusters Score -1529914 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1530120.125000 Penalty: 2815.298584
	Iteration 10Q: 3 clusters Score -1530120 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1530282.125000 Penalty: 2815.298584
	Iteration 11Q: 3 clusters Score -1530282 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1530428.875000 Penalty: 2815.298584
	Iteration 12Q: 3 clusters Score -1530429 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1530561.250000 Penalty: 2815.298584
	Iteration 13Q: 3 clusters Score -1530561 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1530689.125000 Penalty: 2815.298584
	Iteration 14Q: 3 clusters Score -1530689 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1530830.625000 Penalty: 2815.298584
	Iteration 15Q: 3 clusters Score -1530831 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1530984.875000 Penalty: 2815.298584
	Iteration 16Q: 3 clusters Score -1530985 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1531137.500000 Penalty: 2815.298584
	Iteration 17Q: 3 clusters Score -1531138 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1531260.750000 Penalty: 2815.298584
	Iteration 18Q: 3 clusters Score -1531261 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1531378.250000 Penalty: 2815.298584
	Iteration 19Q: 3 clusters Score -1531378 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1531475.625000 Penalty: 2815.298584
	Iteration 20F: 3 clusters Score -1531476 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1531564.750000 Penalty: 2815.298584
	Iteration 21Q: 3 clusters Score -1531565 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1531626.375000 Penalty: 2815.298584
	Iteration 22Q: 3 clusters Score -1531626 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1531694.375000 Penalty: 2815.298584
	Iteration 23Q: 3 clusters Score -1531694 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1531729.125000 Penalty: 2815.298584
	Iteration 24Q: 3 clusters Score -1531729 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1531758.500000 Penalty: 2815.298584
	Iteration 25Q: 3 clusters Score -1531758 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1531782.750000 Penalty: 2815.298584
	Iteration 26Q: 3 clusters Score -1531783 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1531809.000000 Penalty: 2815.298584
	Iteration 27Q: 3 clusters Score -1531809 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1531826.375000 Penalty: 2815.298584
	Iteration 28Q: 3 clusters Score -1531826 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1531841.875000 Penalty: 2815.298584
	Iteration 29Q: 3 clusters Score -1531842 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1531849.250000 Penalty: 2815.298584
	Iteration 30Q: 3 clusters Score -1531849 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1531873.000000 Penalty: 2815.298584
	Iteration 31Q: 3 clusters Score -1531873 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1531888.125000 Penalty: 2815.298584
	Iteration 32Q: 3 clusters Score -1531888 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1531914.875000 Penalty: 2815.298584
	Iteration 33Q: 3 clusters Score -1531915 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1531934.375000 Penalty: 2815.298584
	Iteration 34Q: 3 clusters Score -1531934 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1531950.750000 Penalty: 2815.298584
	Iteration 35Q: 3 clusters Score -1531951 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1531961.375000 Penalty: 2815.298584
	Iteration 36Q: 3 clusters Score -1531961 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1531968.750000 Penalty: 2815.298584
	Iteration 37Q: 3 clusters Score -1531969 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1531972.250000 Penalty: 2815.298584
	Iteration 38Q: 3 clusters Score -1531972 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1531975.125000 Penalty: 2815.298584
	Iteration 39Q: 3 clusters Score -1531975 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1531978.625000 Penalty: 2815.298584
	Iteration 40F: 3 clusters Score -1531979 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1531980.000000 Penalty: 2815.298584
	Iteration 41Q: 3 clusters Score -1531980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1531985.500000 Penalty: 2815.298584
	Iteration 42Q: 3 clusters Score -1531986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1531985.750000 Penalty: 2815.298584
	Iteration 43Q: 3 clusters Score -1531986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1531985.000000 Penalty: 2815.298584
	Iteration 44Q: 3 clusters Score -1531985 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1531986.250000 Penalty: 2815.298584
	Iteration 45Q: 3 clusters Score -1531986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1531986.000000 Penalty: 2815.298584
	Iteration 46Q: 3 clusters Score -1531986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1531986.125000 Penalty: 2815.298584
	Iteration 47Q: 3 clusters Score -1531986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1531988.750000 Penalty: 2815.298584
	Iteration 48Q: 3 clusters Score -1531989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1531989.000000 Penalty: 2815.298584
	Iteration 49Q: 3 clusters Score -1531989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1531987.500000 Penalty: 2815.298584
	Iteration 50Q: 3 clusters Score -1531988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1531988.000000 Penalty: 2815.298584
	Iteration 51Q: 3 clusters Score -1531988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1531988.625000 Penalty: 2815.298584
	Iteration 52Q: 3 clusters Score -1531989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1531989.625000 Penalty: 2815.298584
	Iteration 53Q: 3 clusters Score -1531990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1531989.625000 Penalty: 2815.298584
	Iteration 54F: 3 clusters Score -1531990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 795 members 
Mstep: Class 1 contains 66212 members 
Mstep: Class 2 contains 12051 members 
Mstep: Class 3 contains 2866 members 
Mstep: Class 4 contains 44511 members 
Mstep: Class 5 contains 7381 members 
Mstep: Class 6 contains 33157 members 
Mstep: Class 7 contains 33293 members 
Mstep: Class 8 contains 2061 members 
Mstep: Class 9 contains 8492 members 
Mstep: Class 10 contains 9831 members 
Mstep: Class 11 contains 5329 members 
Mstep: Class 12 contains 44224 members 
Mstep: Class 13 contains 58828 members 
Mstep: Class 14 contains 24141 members 
Mstep: Class 15 contains 5790 members 
Mstep: Class 16 contains 3005 members 
Mstep: Class 17 contains 141771 members 
Mstep: Class 18 contains 48122 members 
Mstep: Class 20 contains 93525 members 
Mstep: Class 21 contains 19167 members 
Mstep: Class 22 contains 1848 members 
Mstep: Class 23 contains 511 members 
Entering Unmasked Estep 
Score: -80763784.000000 Penalty: 43900.324219
Splitting cluster 10 changes total score from -80756504.000000 to -80763784.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 11 (5329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Entering Unmasked Estep 
Score: -618777.687500 Penalty: 1276.840820
	Iteration 0F: 2 clusters Score -618777.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -614927.125000 Penalty: 2553.681641
	Iteration 0F: 3 clusters Score -614927.1 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -616129.937500 Penalty: 2553.681641
	Iteration 1F: 3 clusters Score -616129.9 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -616528.500000 Penalty: 2553.681641
	Iteration 2F: 3 clusters Score -616528.5 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -616930.750000 Penalty: 2553.681641
	Iteration 3F: 3 clusters Score -616930.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -617349.875000 Penalty: 2553.681641
	Iteration 4F: 3 clusters Score -617349.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -617731.375000 Penalty: 2553.681641
	Iteration 5F: 3 clusters Score -617731.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -618032.562500 Penalty: 2553.681641
	Iteration 6F: 3 clusters Score -618032.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -618285.375000 Penalty: 2553.681641
	Iteration 7Q: 3 clusters Score -618285.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -618466.000000 Penalty: 2553.681641
	Iteration 8Q: 3 clusters Score -618466 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -618563.812500 Penalty: 2553.681641
	Iteration 9Q: 3 clusters Score -618563.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -618618.187500 Penalty: 2553.681641
	Iteration 10Q: 3 clusters Score -618618.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -618643.187500 Penalty: 2553.681641
	Iteration 11Q: 3 clusters Score -618643.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -618660.375000 Penalty: 2553.681641
	Iteration 12Q: 3 clusters Score -618660.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -618672.687500 Penalty: 2553.681641
	Iteration 13Q: 3 clusters Score -618672.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -618681.250000 Penalty: 2553.681641
	Iteration 14Q: 3 clusters Score -618681.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -618697.625000 Penalty: 2553.681641
	Iteration 15Q: 3 clusters Score -618697.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -618710.562500 Penalty: 2553.681641
	Iteration 16Q: 3 clusters Score -618710.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -618722.500000 Penalty: 2553.681641
	Iteration 17Q: 3 clusters Score -618722.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -618727.312500 Penalty: 2553.681641
	Iteration 18Q: 3 clusters Score -618727.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -618730.625000 Penalty: 2553.681641
	Iteration 19Q: 3 clusters Score -618730.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -618730.312500 Penalty: 2553.681641
	Iteration 20F: 3 clusters Score -618730.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -618729.750000 Penalty: 2553.681641
	Iteration 21Q: 3 clusters Score -618729.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -618729.750000 Penalty: 2553.681641
	Iteration 22F: 3 clusters Score -618729.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (44224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44224 members 
Entering Unmasked Estep 
Score: -5566598.500000 Penalty: 1591.717163
	Iteration 0F: 2 clusters Score -5566598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22173 members 
Mstep: Class 2 contains 22051 members 
Entering Unmasked Estep 
Score: -5538105.500000 Penalty: 3183.434326
	Iteration 0F: 3 clusters Score -5538106 nChanged 20323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22434 members 
Mstep: Class 2 contains 21790 members 
Entering Unmasked Estep 
Score: -5549420.000000 Penalty: 3183.434326
	Iteration 1F: 3 clusters Score -5549420 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22799 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -5549947.500000 Penalty: 3183.434326
	Iteration 2Q: 3 clusters Score -5549948 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23382 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -5550533.500000 Penalty: 3183.434326
	Iteration 3Q: 3 clusters Score -5550534 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24206 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -5551210.000000 Penalty: 3183.434326
	Iteration 4Q: 3 clusters Score -5551210 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25403 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -5552015.500000 Penalty: 3183.434326
	Iteration 5Q: 3 clusters Score -5552016 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27030 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -5553123.500000 Penalty: 3183.434326
	Iteration 6F: 3 clusters Score -5553124 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29008 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -5554545.500000 Penalty: 3183.434326
	Iteration 7F: 3 clusters Score -5554546 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31168 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -5556264.500000 Penalty: 3183.434326
	Iteration 8F: 3 clusters Score -5556264 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33317 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -5558290.500000 Penalty: 3183.434326
	Iteration 9F: 3 clusters Score -5558290 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35218 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -5560693.000000 Penalty: 3183.434326
	Iteration 10Q: 3 clusters Score -5560693 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36393 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -5563324.000000 Penalty: 3183.434326
	Iteration 11Q: 3 clusters Score -5563324 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36469 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -5565404.000000 Penalty: 3183.434326
	Iteration 12Q: 3 clusters Score -5565404 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35927 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -5566561.000000 Penalty: 3183.434326
	Iteration 13Q: 3 clusters Score -5566561 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35221 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -5567383.000000 Penalty: 3183.434326
	Iteration 14Q: 3 clusters Score -5567383 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34452 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -5567978.500000 Penalty: 3183.434326
	Iteration 15Q: 3 clusters Score -5567978 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33647 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -5568560.500000 Penalty: 3183.434326
	Iteration 16Q: 3 clusters Score -5568560 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32788 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -5569242.500000 Penalty: 3183.434326
	Iteration 17Q: 3 clusters Score -5569242 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31856 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -5570000.500000 Penalty: 3183.434326
	Iteration 18Q: 3 clusters Score -5570000 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30873 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -5570811.000000 Penalty: 3183.434326
	Iteration 19Q: 3 clusters Score -5570811 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29914 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -5571530.500000 Penalty: 3183.434326
	Iteration 20F: 3 clusters Score -5571530 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28982 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -5572279.000000 Penalty: 3183.434326
	Iteration 21Q: 3 clusters Score -5572279 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28051 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -5573043.000000 Penalty: 3183.434326
	Iteration 22Q: 3 clusters Score -5573043 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27145 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -5573897.000000 Penalty: 3183.434326
	Iteration 23Q: 3 clusters Score -5573897 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26269 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -5574737.500000 Penalty: 3183.434326
	Iteration 24Q: 3 clusters Score -5574738 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25477 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -5575548.500000 Penalty: 3183.434326
	Iteration 25Q: 3 clusters Score -5575548 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24705 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -5576485.500000 Penalty: 3183.434326
	Iteration 26Q: 3 clusters Score -5576486 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -5577274.500000 Penalty: 3183.434326
	Iteration 27Q: 3 clusters Score -5577274 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23500 members 
Mstep: Class 2 contains 20724 members 
Entering Unmasked Estep 
Score: -5577723.500000 Penalty: 3183.434326
	Iteration 28Q: 3 clusters Score -5577724 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23183 members 
Mstep: Class 2 contains 21041 members 
Entering Unmasked Estep 
Score: -5577897.500000 Penalty: 3183.434326
	Iteration 29Q: 3 clusters Score -5577898 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
Score: -5577943.500000 Penalty: 3183.434326
	Iteration 30Q: 3 clusters Score -5577944 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22926 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -5577987.000000 Penalty: 3183.434326
	Iteration 31Q: 3 clusters Score -5577987 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22879 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -5578005.500000 Penalty: 3183.434326
	Iteration 32Q: 3 clusters Score -5578006 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 21365 members 
Entering Unmasked Estep 
Score: -5578017.500000 Penalty: 3183.434326
	Iteration 33Q: 3 clusters Score -5578018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22852 members 
Mstep: Class 2 contains 21372 members 
Entering Unmasked Estep 
Score: -5578020.000000 Penalty: 3183.434326
	Iteration 34Q: 3 clusters Score -5578020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22845 members 
Mstep: Class 2 contains 21379 members 
Entering Unmasked Estep 
Score: -5578024.000000 Penalty: 3183.434326
	Iteration 35Q: 3 clusters Score -5578024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -5578021.000000 Penalty: 3183.434326
	Iteration 36Q: 3 clusters Score -5578021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -5578316.000000 Penalty: 3183.434326
	Iteration 37F: 3 clusters Score -5578316 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -5578481.500000 Penalty: 3183.434326
	Iteration 38Q: 3 clusters Score -5578482 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 21690 members 
Entering Unmasked Estep 
Score: -5578536.000000 Penalty: 3183.434326
	Iteration 39Q: 3 clusters Score -5578536 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22435 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
Score: -5578552.500000 Penalty: 3183.434326
	Iteration 40F: 3 clusters Score -5578552 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 21855 members 
Entering Unmasked Estep 
Score: -5578566.000000 Penalty: 3183.434326
	Iteration 41Q: 3 clusters Score -5578566 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 21895 members 
Entering Unmasked Estep 
Score: -5578565.000000 Penalty: 3183.434326
	Iteration 42Q: 3 clusters Score -5578565 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22300 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
Score: -5578571.500000 Penalty: 3183.434326
	Iteration 43Q: 3 clusters Score -5578572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22288 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -5578577.000000 Penalty: 3183.434326
	Iteration 44Q: 3 clusters Score -5578577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22284 members 
Mstep: Class 2 contains 21940 members 
Entering Unmasked Estep 
Score: -5578568.500000 Penalty: 3183.434326
	Iteration 45Q: 3 clusters Score -5578568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 21946 members 
Entering Unmasked Estep 
Score: -5578569.500000 Penalty: 3183.434326
	Iteration 46Q: 3 clusters Score -5578570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22275 members 
Mstep: Class 2 contains 21949 members 
Entering Unmasked Estep 
Score: -5578569.500000 Penalty: 3183.434326
	Iteration 47Q: 3 clusters Score -5578570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -5578570.000000 Penalty: 3183.434326
	Iteration 48Q: 3 clusters Score -5578570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -5578570.000000 Penalty: 3183.434326
	Iteration 49F: 3 clusters Score -5578570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 795 members 
Mstep: Class 1 contains 66212 members 
Mstep: Class 2 contains 12051 members 
Mstep: Class 3 contains 2866 members 
Mstep: Class 4 contains 44511 members 
Mstep: Class 5 contains 7381 members 
Mstep: Class 6 contains 33157 members 
Mstep: Class 7 contains 33293 members 
Mstep: Class 8 contains 2061 members 
Mstep: Class 9 contains 8492 members 
Mstep: Class 10 contains 9831 members 
Mstep: Class 11 contains 5329 members 
Mstep: Class 12 contains 22272 members 
Mstep: Class 13 contains 58828 members 
Mstep: Class 14 contains 24141 members 
Mstep: Class 15 contains 5790 members 
Mstep: Class 16 contains 3005 members 
Mstep: Class 17 contains 141771 members 
Mstep: Class 18 contains 48122 members 
Mstep: Class 19 contains 21952 members 
Mstep: Class 20 contains 93525 members 
Mstep: Class 21 contains 19167 members 
Mstep: Class 22 contains 1848 members 
Mstep: Class 23 contains 511 members 
Entering Unmasked Estep 
Score: -80775112.000000 Penalty: 45895.796875
Splitting cluster 12 changes total score from -80756504.000000 to -80775112.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 13 (58828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58828 members 
Entering Unmasked Estep 
Score: -7338855.000000 Penalty: 1634.177124
	Iteration 0F: 2 clusters Score -7338855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29288 members 
Mstep: Class 2 contains 29540 members 
Entering Unmasked Estep 
Score: -7302170.000000 Penalty: 3268.354248
	Iteration 0F: 3 clusters Score -7302170 nChanged 27280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27534 members 
Mstep: Class 2 contains 31294 members 
Entering Unmasked Estep 
Score: -7318545.500000 Penalty: 3268.354248
	Iteration 1F: 3 clusters Score -7318546 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26484 members 
Mstep: Class 2 contains 32344 members 
Entering Unmasked Estep 
Score: -7322220.500000 Penalty: 3268.354248
	Iteration 2F: 3 clusters Score -7322220 nChanged 5381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24671 members 
Mstep: Class 2 contains 34157 members 
Entering Unmasked Estep 
Score: -7329519.500000 Penalty: 3268.354248
	Iteration 3F: 3 clusters Score -7329520 nChanged 6465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 37500 members 
Entering Unmasked Estep 
Score: -7337593.500000 Penalty: 3268.354248
	Iteration 4F: 3 clusters Score -7337594 nChanged 5568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 40478 members 
Entering Unmasked Estep 
Score: -7344925.000000 Penalty: 3268.354248
	Iteration 5F: 3 clusters Score -7344925 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 41431 members 
Entering Unmasked Estep 
Score: -7352147.500000 Penalty: 3268.354248
	Iteration 6F: 3 clusters Score -7352148 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 41089 members 
Entering Unmasked Estep 
Score: -7355475.500000 Penalty: 3268.354248
	Iteration 7Q: 3 clusters Score -7355476 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 40997 members 
Entering Unmasked Estep 
Score: -7356091.000000 Penalty: 3268.354248
	Iteration 8Q: 3 clusters Score -7356091 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 41147 members 
Entering Unmasked Estep 
Score: -7356243.000000 Penalty: 3268.354248
	Iteration 9Q: 3 clusters Score -7356243 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 41330 members 
Entering Unmasked Estep 
Score: -7356334.500000 Penalty: 3268.354248
	Iteration 10Q: 3 clusters Score -7356334 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 41485 members 
Entering Unmasked Estep 
Score: -7356372.500000 Penalty: 3268.354248
	Iteration 11Q: 3 clusters Score -7356372 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 41606 members 
Entering Unmasked Estep 
Score: -7356394.500000 Penalty: 3268.354248
	Iteration 12Q: 3 clusters Score -7356394 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 41707 members 
Entering Unmasked Estep 
Score: -7356426.500000 Penalty: 3268.354248
	Iteration 13Q: 3 clusters Score -7356426 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 41803 members 
Entering Unmasked Estep 
Score: -7356454.000000 Penalty: 3268.354248
	Iteration 14Q: 3 clusters Score -7356454 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 41884 members 
Entering Unmasked Estep 
Score: -7356481.000000 Penalty: 3268.354248
	Iteration 15Q: 3 clusters Score -7356481 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 41952 members 
Entering Unmasked Estep 
Score: -7356503.500000 Penalty: 3268.354248
	Iteration 16Q: 3 clusters Score -7356504 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 42004 members 
Entering Unmasked Estep 
Score: -7356491.500000 Penalty: 3268.354248
	Iteration 17Q: 3 clusters Score -7356492 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 42048 members 
Entering Unmasked Estep 
Score: -7356501.000000 Penalty: 3268.354248
	Iteration 18Q: 3 clusters Score -7356501 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 42079 members 
Entering Unmasked Estep 
Score: -7356504.000000 Penalty: 3268.354248
	Iteration 19Q: 3 clusters Score -7356504 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 42103 members 
Entering Unmasked Estep 
Score: -7356516.500000 Penalty: 3268.354248
	Iteration 20F: 3 clusters Score -7356516 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 42122 members 
Entering Unmasked Estep 
Score: -7356517.000000 Penalty: 3268.354248
	Iteration 21Q: 3 clusters Score -7356517 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 42145 members 
Entering Unmasked Estep 
Score: -7356517.000000 Penalty: 3268.354248
	Iteration 22Q: 3 clusters Score -7356517 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 42163 members 
Entering Unmasked Estep 
Score: -7356526.000000 Penalty: 3268.354248
	Iteration 23Q: 3 clusters Score -7356526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 42173 members 
Entering Unmasked Estep 
Score: -7356533.500000 Penalty: 3268.354248
	Iteration 24Q: 3 clusters Score -7356534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 42177 members 
Entering Unmasked Estep 
Score: -7356539.000000 Penalty: 3268.354248
	Iteration 25Q: 3 clusters Score -7356539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 42178 members 
Entering Unmasked Estep 
Score: -7356540.500000 Penalty: 3268.354248
	Iteration 26Q: 3 clusters Score -7356540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 42179 members 
Entering Unmasked Estep 
Score: -7356541.500000 Penalty: 3268.354248
	Iteration 27Q: 3 clusters Score -7356542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 42180 members 
Entering Unmasked Estep 
Score: -7356536.500000 Penalty: 3268.354248
	Iteration 28Q: 3 clusters Score -7356536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 42181 members 
Entering Unmasked Estep 
Score: -7356533.000000 Penalty: 3268.354248
	Iteration 29Q: 3 clusters Score -7356533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 42181 members 
Entering Unmasked Estep 
Score: -7356533.000000 Penalty: 3268.354248
	Iteration 30F: 3 clusters Score -7356533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 795 members 
Mstep: Class 1 contains 66212 members 
Mstep: Class 2 contains 12051 members 
Mstep: Class 3 contains 2866 members 
Mstep: Class 4 contains 44511 members 
Mstep: Class 5 contains 7381 members 
Mstep: Class 6 contains 33157 members 
Mstep: Class 7 contains 33293 members 
Mstep: Class 8 contains 2061 members 
Mstep: Class 9 contains 8492 members 
Mstep: Class 10 contains 9831 members 
Mstep: Class 11 contains 5329 members 
Mstep: Class 12 contains 22272 members 
Mstep: Class 13 contains 16647 members 
Mstep: Class 14 contains 24141 members 
Mstep: Class 15 contains 5790 members 
Mstep: Class 16 contains 3005 members 
Mstep: Class 17 contains 141771 members 
Mstep: Class 18 contains 48122 members 
Mstep: Class 19 contains 21952 members 
Mstep: Class 20 contains 93525 members 
Mstep: Class 21 contains 19167 members 
Mstep: Class 22 contains 1848 members 
Mstep: Class 23 contains 511 members 
Mstep: Class 24 contains 42181 members 
Entering Unmasked Estep 
Score: -80791976.000000 Penalty: 47891.265625
Splitting cluster 13 changes total score from -80756504.000000 to -80791976.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 14 (24141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Entering Unmasked Estep 
Score: -2887139.750000 Penalty: 1501.640137
	Iteration 0F: 2 clusters Score -2887140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -2871379.750000 Penalty: 3003.280273
	Iteration 0F: 3 clusters Score -2871380 nChanged 10727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -2877135.750000 Penalty: 3003.280273
	Iteration 1F: 3 clusters Score -2877136 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -2877617.500000 Penalty: 3003.280273
	Iteration 2F: 3 clusters Score -2877618 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -2878096.000000 Penalty: 3003.280273
	Iteration 3Q: 3 clusters Score -2878096 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -2878569.250000 Penalty: 3003.280273
	Iteration 4Q: 3 clusters Score -2878569 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -2879056.250000 Penalty: 3003.280273
	Iteration 5Q: 3 clusters Score -2879056 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -2879646.000000 Penalty: 3003.280273
	Iteration 6Q: 3 clusters Score -2879646 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -2880334.000000 Penalty: 3003.280273
	Iteration 7Q: 3 clusters Score -2880334 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -2881161.000000 Penalty: 3003.280273
	Iteration 8F: 3 clusters Score -2881161 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -2882170.250000 Penalty: 3003.280273
	Iteration 9F: 3 clusters Score -2882170 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 19724 members 
Entering Unmasked Estep 
Score: -2883218.000000 Penalty: 3003.280273
	Iteration 10F: 3 clusters Score -2883218 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -2884215.750000 Penalty: 3003.280273
	Iteration 11Q: 3 clusters Score -2884216 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 21309 members 
Entering Unmasked Estep 
Score: -2885127.750000 Penalty: 3003.280273
	Iteration 12Q: 3 clusters Score -2885128 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -2885925.000000 Penalty: 3003.280273
	Iteration 13Q: 3 clusters Score -2885925 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 21852 members 
Entering Unmasked Estep 
Score: -2886561.500000 Penalty: 3003.280273
	Iteration 14Q: 3 clusters Score -2886562 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 21853 members 
Entering Unmasked Estep 
Score: -2886970.000000 Penalty: 3003.280273
	Iteration 15Q: 3 clusters Score -2886970 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 21783 members 
Entering Unmasked Estep 
Score: -2887251.000000 Penalty: 3003.280273
	Iteration 16Q: 3 clusters Score -2887251 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 21719 members 
Entering Unmasked Estep 
Score: -2887420.250000 Penalty: 3003.280273
	Iteration 17Q: 3 clusters Score -2887420 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -2887531.500000 Penalty: 3003.280273
	Iteration 18Q: 3 clusters Score -2887532 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 21572 members 
Entering Unmasked Estep 
Score: -2887586.750000 Penalty: 3003.280273
	Iteration 19Q: 3 clusters Score -2887587 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 21502 members 
Entering Unmasked Estep 
Score: -2887627.500000 Penalty: 3003.280273
	Iteration 20F: 3 clusters Score -2887628 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
Score: -2887689.000000 Penalty: 3003.280273
	Iteration 21Q: 3 clusters Score -2887689 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -2887727.000000 Penalty: 3003.280273
	Iteration 22Q: 3 clusters Score -2887727 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -2887768.250000 Penalty: 3003.280273
	Iteration 23Q: 3 clusters Score -2887768 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -2887795.000000 Penalty: 3003.280273
	Iteration 24Q: 3 clusters Score -2887795 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 21140 members 
Entering Unmasked Estep 
Score: -2887812.000000 Penalty: 3003.280273
	Iteration 25Q: 3 clusters Score -2887812 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -2887833.000000 Penalty: 3003.280273
	Iteration 26Q: 3 clusters Score -2887833 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
Score: -2887840.250000 Penalty: 3003.280273
	Iteration 27Q: 3 clusters Score -2887840 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 21003 members 
Entering Unmasked Estep 
Score: -2887854.250000 Penalty: 3003.280273
	Iteration 28Q: 3 clusters Score -2887854 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -2887867.750000 Penalty: 3003.280273
	Iteration 29Q: 3 clusters Score -2887868 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -2887867.250000 Penalty: 3003.280273
	Iteration 30Q: 3 clusters Score -2887867 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -2887886.500000 Penalty: 3003.280273
	Iteration 31Q: 3 clusters Score -2887886 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -2887903.500000 Penalty: 3003.280273
	Iteration 32Q: 3 clusters Score -2887904 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -2887908.500000 Penalty: 3003.280273
	Iteration 33Q: 3 clusters Score -2887908 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -2887916.000000 Penalty: 3003.280273
	Iteration 34Q: 3 clusters Score -2887916 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
Score: -2887915.500000 Penalty: 3003.280273
	Iteration 35Q: 3 clusters Score -2887916 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -2887916.000000 Penalty: 3003.280273
	Iteration 36Q: 3 clusters Score -2887916 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -2887923.500000 Penalty: 3003.280273
	Iteration 37Q: 3 clusters Score -2887924 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -2887925.250000 Penalty: 3003.280273
	Iteration 38Q: 3 clusters Score -2887925 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
Score: -2887933.750000 Penalty: 3003.280273
	Iteration 39Q: 3 clusters Score -2887934 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 20669 members 
Entering Unmasked Estep 
Score: -2887952.500000 Penalty: 3003.280273
	Iteration 40F: 3 clusters Score -2887952 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 20640 members 
Entering Unmasked Estep 
Score: -2887964.500000 Penalty: 3003.280273
	Iteration 41Q: 3 clusters Score -2887964 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 20602 members 
Entering Unmasked Estep 
Score: -2888000.250000 Penalty: 3003.280273
	Iteration 42Q: 3 clusters Score -2888000 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -2888065.750000 Penalty: 3003.280273
	Iteration 43Q: 3 clusters Score -2888066 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -2888181.500000 Penalty: 3003.280273
	Iteration 44Q: 3 clusters Score -2888182 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -2888352.250000 Penalty: 3003.280273
	Iteration 45Q: 3 clusters Score -2888352 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -2888489.750000 Penalty: 3003.280273
	Iteration 46Q: 3 clusters Score -2888490 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -2888592.250000 Penalty: 3003.280273
	Iteration 47Q: 3 clusters Score -2888592 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -2888694.250000 Penalty: 3003.280273
	Iteration 48Q: 3 clusters Score -2888694 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -2888764.000000 Penalty: 3003.280273
	Iteration 49Q: 3 clusters Score -2888764 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 19684 members 
Entering Unmasked Estep 
Score: -2888821.000000 Penalty: 3003.280273
	Iteration 50Q: 3 clusters Score -2888821 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -2888890.250000 Penalty: 3003.280273
	Iteration 51Q: 3 clusters Score -2888890 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -2888941.000000 Penalty: 3003.280273
	Iteration 52Q: 3 clusters Score -2888941 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -2888993.500000 Penalty: 3003.280273
	Iteration 53Q: 3 clusters Score -2888994 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -2889031.500000 Penalty: 3003.280273
	Iteration 54Q: 3 clusters Score -2889032 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -2889073.500000 Penalty: 3003.280273
	Iteration 55Q: 3 clusters Score -2889074 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -2889137.500000 Penalty: 3003.280273
	Iteration 56Q: 3 clusters Score -2889138 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -2889199.500000 Penalty: 3003.280273
	Iteration 57Q: 3 clusters Score -2889200 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -2889306.750000 Penalty: 3003.280273
	Iteration 58Q: 3 clusters Score -2889307 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -2889391.000000 Penalty: 3003.280273
	Iteration 59Q: 3 clusters Score -2889391 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -2889613.750000 Penalty: 3003.280273
	Iteration 60F: 3 clusters Score -2889614 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -2889793.750000 Penalty: 3003.280273
	Iteration 61Q: 3 clusters Score -2889794 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -2889942.750000 Penalty: 3003.280273
	Iteration 62Q: 3 clusters Score -2889943 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -2890090.750000 Penalty: 3003.280273
	Iteration 63Q: 3 clusters Score -2890091 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -2890177.250000 Penalty: 3003.280273
	Iteration 64Q: 3 clusters Score -2890177 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -2890249.000000 Penalty: 3003.280273
	Iteration 65Q: 3 clusters Score -2890249 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -2890285.750000 Penalty: 3003.280273
	Iteration 66Q: 3 clusters Score -2890286 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -2890311.750000 Penalty: 3003.280273
	Iteration 67Q: 3 clusters Score -2890312 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -2890320.250000 Penalty: 3003.280273
	Iteration 68Q: 3 clusters Score -2890320 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -2890323.500000 Penalty: 3003.280273
	Iteration 69Q: 3 clusters Score -2890324 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -2890319.250000 Penalty: 3003.280273
	Iteration 70Q: 3 clusters Score -2890319 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -2890324.500000 Penalty: 3003.280273
	Iteration 71Q: 3 clusters Score -2890324 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -2890327.000000 Penalty: 3003.280273
	Iteration 72Q: 3 clusters Score -2890327 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -2890332.500000 Penalty: 3003.280273
	Iteration 73Q: 3 clusters Score -2890332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -2890334.500000 Penalty: 3003.280273
	Iteration 74Q: 3 clusters Score -2890334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -2890336.000000 Penalty: 3003.280273
	Iteration 75Q: 3 clusters Score -2890336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -2890339.250000 Penalty: 3003.280273
	Iteration 76Q: 3 clusters Score -2890339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -2890341.500000 Penalty: 3003.280273
	Iteration 77Q: 3 clusters Score -2890342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -2890340.750000 Penalty: 3003.280273
	Iteration 78Q: 3 clusters Score -2890341 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -2890342.500000 Penalty: 3003.280273
	Iteration 79Q: 3 clusters Score -2890342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -2890336.750000 Penalty: 3003.280273
	Iteration 80F: 3 clusters Score -2890337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -2890333.500000 Penalty: 3003.280273
	Iteration 81Q: 3 clusters Score -2890334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -2890333.500000 Penalty: 3003.280273
	Iteration 82F: 3 clusters Score -2890334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 795 members 
Mstep: Class 1 contains 66212 members 
Mstep: Class 2 contains 12051 members 
Mstep: Class 3 contains 2866 members 
Mstep: Class 4 contains 44511 members 
Mstep: Class 5 contains 7381 members 
Mstep: Class 6 contains 33157 members 
Mstep: Class 7 contains 33293 members 
Mstep: Class 8 contains 2061 members 
Mstep: Class 9 contains 8492 members 
Mstep: Class 10 contains 9831 members 
Mstep: Class 11 contains 5329 members 
Mstep: Class 12 contains 22272 members 
Mstep: Class 13 contains 16647 members 
Mstep: Class 14 contains 7686 members 
Mstep: Class 15 contains 5790 members 
Mstep: Class 16 contains 3005 members 
Mstep: Class 17 contains 141771 members 
Mstep: Class 18 contains 48122 members 
Mstep: Class 19 contains 21952 members 
Mstep: Class 20 contains 93525 members 
Mstep: Class 21 contains 19167 members 
Mstep: Class 22 contains 1848 members 
Mstep: Class 23 contains 511 members 
Mstep: Class 24 contains 42181 members 
Mstep: Class 25 contains 16455 members 
Entering Unmasked Estep 
Score: -80794184.000000 Penalty: 49886.734375
Splitting cluster 14 changes total score from -80756504.000000 to -80794184.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 15 (5790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Entering Unmasked Estep 
Score: -639184.375000 Penalty: 1289.186523
	Iteration 0F: 2 clusters Score -639184.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -635077.000000 Penalty: 2578.373047
	Iteration 0F: 3 clusters Score -635077 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -636633.375000 Penalty: 2578.373047
	Iteration 1F: 3 clusters Score -636633.4 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -637159.000000 Penalty: 2578.373047
	Iteration 2F: 3 clusters Score -637159 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -637718.187500 Penalty: 2578.373047
	Iteration 3F: 3 clusters Score -637718.2 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -638275.625000 Penalty: 2578.373047
	Iteration 4F: 3 clusters Score -638275.6 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -638765.812500 Penalty: 2578.373047
	Iteration 5F: 3 clusters Score -638765.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -639150.875000 Penalty: 2578.373047
	Iteration 6F: 3 clusters Score -639150.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -639443.062500 Penalty: 2578.373047
	Iteration 7F: 3 clusters Score -639443.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -639636.437500 Penalty: 2578.373047
	Iteration 8Q: 3 clusters Score -639636.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -639766.062500 Penalty: 2578.373047
	Iteration 9Q: 3 clusters Score -639766.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -639871.562500 Penalty: 2578.373047
	Iteration 10Q: 3 clusters Score -639871.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -639958.687500 Penalty: 2578.373047
	Iteration 11Q: 3 clusters Score -639958.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -640028.937500 Penalty: 2578.373047
	Iteration 12Q: 3 clusters Score -640028.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -640078.250000 Penalty: 2578.373047
	Iteration 13Q: 3 clusters Score -640078.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -640110.250000 Penalty: 2578.373047
	Iteration 14Q: 3 clusters Score -640110.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -640139.687500 Penalty: 2578.373047
	Iteration 15Q: 3 clusters Score -640139.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -640160.250000 Penalty: 2578.373047
	Iteration 16Q: 3 clusters Score -640160.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -640181.562500 Penalty: 2578.373047
	Iteration 17Q: 3 clusters Score -640181.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -640196.500000 Penalty: 2578.373047
	Iteration 18Q: 3 clusters Score -640196.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -640202.375000 Penalty: 2578.373047
	Iteration 19Q: 3 clusters Score -640202.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -640206.062500 Penalty: 2578.373047
	Iteration 20F: 3 clusters Score -640206.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -640209.187500 Penalty: 2578.373047
	Iteration 21Q: 3 clusters Score -640209.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -640211.312500 Penalty: 2578.373047
	Iteration 22Q: 3 clusters Score -640211.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -640213.625000 Penalty: 2578.373047
	Iteration 23Q: 3 clusters Score -640213.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -640214.437500 Penalty: 2578.373047
	Iteration 24Q: 3 clusters Score -640214.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -640216.687500 Penalty: 2578.373047
	Iteration 25Q: 3 clusters Score -640216.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -640217.250000 Penalty: 2578.373047
	Iteration 26Q: 3 clusters Score -640217.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -640218.062500 Penalty: 2578.373047
	Iteration 27Q: 3 clusters Score -640218.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -640217.500000 Penalty: 2578.373047
	Iteration 28Q: 3 clusters Score -640217.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -640217.500000 Penalty: 2578.373047
	Iteration 29F: 3 clusters Score -640217.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 795 members 
Mstep: Class 1 contains 66212 members 
Mstep: Class 2 contains 12051 members 
Mstep: Class 3 contains 2866 members 
Mstep: Class 4 contains 44511 members 
Mstep: Class 5 contains 7381 members 
Mstep: Class 6 contains 33157 members 
Mstep: Class 7 contains 33293 members 
Mstep: Class 8 contains 2061 members 
Mstep: Class 9 contains 8492 members 
Mstep: Class 10 contains 9831 members 
Mstep: Class 11 contains 5329 members 
Mstep: Class 12 contains 22272 members 
Mstep: Class 13 contains 16647 members 
Mstep: Class 14 contains 7686 members 
Mstep: Class 15 contains 3050 members 
Mstep: Class 16 contains 3005 members 
Mstep: Class 17 contains 141771 members 
Mstep: Class 18 contains 48122 members 
Mstep: Class 19 contains 21952 members 
Mstep: Class 20 contains 93525 members 
Mstep: Class 21 contains 19167 members 
Mstep: Class 22 contains 1848 members 
Mstep: Class 23 contains 511 members 
Mstep: Class 24 contains 42181 members 
Mstep: Class 25 contains 16455 members 
Mstep: Class 26 contains 2740 members 
Entering Unmasked Estep 
Score: -80794632.000000 Penalty: 51882.203125
Splitting cluster 15 changes total score from -80756504.000000 to -80794632.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 17 (141771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141771 members 
Entering Unmasked Estep 
Score: -17927334.000000 Penalty: 1765.060913
	Iteration 0F: 2 clusters Score -1.792733e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70940 members 
Mstep: Class 2 contains 70831 members 
Entering Unmasked Estep 
Score: -17891984.000000 Penalty: 3530.121826
	Iteration 0F: 3 clusters Score -1.789198e+07 nChanged 67644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68716 members 
Mstep: Class 2 contains 73055 members 
Entering Unmasked Estep 
Score: -17930814.000000 Penalty: 3530.121826
	Iteration 1F: 3 clusters Score -1.793081e+07 nChanged 6398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65544 members 
Mstep: Class 2 contains 76227 members 
Entering Unmasked Estep 
Score: -17931468.000000 Penalty: 3530.121826
	Iteration 2Q: 3 clusters Score -1.793147e+07 nChanged 6922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61246 members 
Mstep: Class 2 contains 80525 members 
Entering Unmasked Estep 
Score: -17931848.000000 Penalty: 3530.121826
	Iteration 3Q: 3 clusters Score -1.793185e+07 nChanged 8096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56232 members 
Mstep: Class 2 contains 85539 members 
Entering Unmasked Estep 
Score: -17931476.000000 Penalty: 3530.121826
	Iteration 4F: 3 clusters Score -1.793148e+07 nChanged 8569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52037 members 
Mstep: Class 2 contains 89734 members 
Entering Unmasked Estep 
Score: -17931000.000000 Penalty: 3530.121826
	Iteration 5F: 3 clusters Score -1.7931e+07 nChanged 8470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49943 members 
Mstep: Class 2 contains 91828 members 
Entering Unmasked Estep 
Score: -17932316.000000 Penalty: 3530.121826
	Iteration 6F: 3 clusters Score -1.793232e+07 nChanged 9045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50306 members 
Mstep: Class 2 contains 91465 members 
Entering Unmasked Estep 
Score: -17936606.000000 Penalty: 3530.121826
	Iteration 7F: 3 clusters Score -1.793661e+07 nChanged 10235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52931 members 
Mstep: Class 2 contains 88840 members 
Entering Unmasked Estep 
Score: -17944284.000000 Penalty: 3530.121826
	Iteration 8F: 3 clusters Score -1.794428e+07 nChanged 10112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56541 members 
Mstep: Class 2 contains 85230 members 
Entering Unmasked Estep 
Score: -17951710.000000 Penalty: 3530.121826
	Iteration 9F: 3 clusters Score -1.795171e+07 nChanged 7736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59731 members 
Mstep: Class 2 contains 82040 members 
Entering Unmasked Estep 
Score: -17956094.000000 Penalty: 3530.121826
	Iteration 10F: 3 clusters Score -1.795609e+07 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61785 members 
Mstep: Class 2 contains 79986 members 
Entering Unmasked Estep 
Score: -17958074.000000 Penalty: 3530.121826
	Iteration 11Q: 3 clusters Score -1.795807e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62952 members 
Mstep: Class 2 contains 78819 members 
Entering Unmasked Estep 
Score: -17959352.000000 Penalty: 3530.121826
	Iteration 12Q: 3 clusters Score -1.795935e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63589 members 
Mstep: Class 2 contains 78182 members 
Entering Unmasked Estep 
Score: -17960188.000000 Penalty: 3530.121826
	Iteration 13Q: 3 clusters Score -1.796019e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63984 members 
Mstep: Class 2 contains 77787 members 
Entering Unmasked Estep 
Score: -17960978.000000 Penalty: 3530.121826
	Iteration 14Q: 3 clusters Score -1.796098e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64103 members 
Mstep: Class 2 contains 77668 members 
Entering Unmasked Estep 
Score: -17961622.000000 Penalty: 3530.121826
	Iteration 15Q: 3 clusters Score -1.796162e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64092 members 
Mstep: Class 2 contains 77679 members 
Entering Unmasked Estep 
Score: -17962484.000000 Penalty: 3530.121826
	Iteration 16Q: 3 clusters Score -1.796248e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64027 members 
Mstep: Class 2 contains 77744 members 
Entering Unmasked Estep 
Score: -17963120.000000 Penalty: 3530.121826
	Iteration 17Q: 3 clusters Score -1.796312e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63839 members 
Mstep: Class 2 contains 77932 members 
Entering Unmasked Estep 
Score: -17963786.000000 Penalty: 3530.121826
	Iteration 18Q: 3 clusters Score -1.796379e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63537 members 
Mstep: Class 2 contains 78234 members 
Entering Unmasked Estep 
Score: -17964434.000000 Penalty: 3530.121826
	Iteration 19Q: 3 clusters Score -1.796443e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63159 members 
Mstep: Class 2 contains 78612 members 
Entering Unmasked Estep 
Score: -17965090.000000 Penalty: 3530.121826
	Iteration 20F: 3 clusters Score -1.796509e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62754 members 
Mstep: Class 2 contains 79017 members 
Entering Unmasked Estep 
Score: -17965674.000000 Penalty: 3530.121826
	Iteration 21Q: 3 clusters Score -1.796567e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62325 members 
Mstep: Class 2 contains 79446 members 
Entering Unmasked Estep 
Score: -17965964.000000 Penalty: 3530.121826
	Iteration 22Q: 3 clusters Score -1.796596e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61887 members 
Mstep: Class 2 contains 79884 members 
Entering Unmasked Estep 
Score: -17966318.000000 Penalty: 3530.121826
	Iteration 23Q: 3 clusters Score -1.796632e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61378 members 
Mstep: Class 2 contains 80393 members 
Entering Unmasked Estep 
Score: -17966626.000000 Penalty: 3530.121826
	Iteration 24Q: 3 clusters Score -1.796663e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60872 members 
Mstep: Class 2 contains 80899 members 
Entering Unmasked Estep 
Score: -17966826.000000 Penalty: 3530.121826
	Iteration 25Q: 3 clusters Score -1.796683e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60328 members 
Mstep: Class 2 contains 81443 members 
Entering Unmasked Estep 
Score: -17967004.000000 Penalty: 3530.121826
	Iteration 26Q: 3 clusters Score -1.7967e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59793 members 
Mstep: Class 2 contains 81978 members 
Entering Unmasked Estep 
Score: -17967080.000000 Penalty: 3530.121826
	Iteration 27Q: 3 clusters Score -1.796708e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59263 members 
Mstep: Class 2 contains 82508 members 
Entering Unmasked Estep 
Score: -17967066.000000 Penalty: 3530.121826
	Iteration 28Q: 3 clusters Score -1.796707e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58799 members 
Mstep: Class 2 contains 82972 members 
Entering Unmasked Estep 
Score: -17967008.000000 Penalty: 3530.121826
	Iteration 29Q: 3 clusters Score -1.796701e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58335 members 
Mstep: Class 2 contains 83436 members 
Entering Unmasked Estep 
Score: -17967022.000000 Penalty: 3530.121826
	Iteration 30Q: 3 clusters Score -1.796702e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57952 members 
Mstep: Class 2 contains 83819 members 
Entering Unmasked Estep 
Score: -17967068.000000 Penalty: 3530.121826
	Iteration 31Q: 3 clusters Score -1.796707e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57621 members 
Mstep: Class 2 contains 84150 members 
Entering Unmasked Estep 
Score: -17967014.000000 Penalty: 3530.121826
	Iteration 32Q: 3 clusters Score -1.796701e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57353 members 
Mstep: Class 2 contains 84418 members 
Entering Unmasked Estep 
Score: -17967004.000000 Penalty: 3530.121826
	Iteration 33Q: 3 clusters Score -1.7967e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57102 members 
Mstep: Class 2 contains 84669 members 
Entering Unmasked Estep 
Score: -17966954.000000 Penalty: 3530.121826
	Iteration 34Q: 3 clusters Score -1.796695e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56844 members 
Mstep: Class 2 contains 84927 members 
Entering Unmasked Estep 
Score: -17966820.000000 Penalty: 3530.121826
	Iteration 35Q: 3 clusters Score -1.796682e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56573 members 
Mstep: Class 2 contains 85198 members 
Entering Unmasked Estep 
Score: -17966724.000000 Penalty: 3530.121826
	Iteration 36Q: 3 clusters Score -1.796672e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56322 members 
Mstep: Class 2 contains 85449 members 
Entering Unmasked Estep 
Score: -17966650.000000 Penalty: 3530.121826
	Iteration 37Q: 3 clusters Score -1.796665e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56106 members 
Mstep: Class 2 contains 85665 members 
Entering Unmasked Estep 
Score: -17966580.000000 Penalty: 3530.121826
	Iteration 38Q: 3 clusters Score -1.796658e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55905 members 
Mstep: Class 2 contains 85866 members 
Entering Unmasked Estep 
Score: -17966568.000000 Penalty: 3530.121826
	Iteration 39Q: 3 clusters Score -1.796657e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55750 members 
Mstep: Class 2 contains 86021 members 
Entering Unmasked Estep 
Score: -17966560.000000 Penalty: 3530.121826
	Iteration 40F: 3 clusters Score -1.796656e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55599 members 
Mstep: Class 2 contains 86172 members 
Entering Unmasked Estep 
Score: -17966492.000000 Penalty: 3530.121826
	Iteration 41Q: 3 clusters Score -1.796649e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55450 members 
Mstep: Class 2 contains 86321 members 
Entering Unmasked Estep 
Score: -17966442.000000 Penalty: 3530.121826
	Iteration 42Q: 3 clusters Score -1.796644e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55326 members 
Mstep: Class 2 contains 86445 members 
Entering Unmasked Estep 
Score: -17966392.000000 Penalty: 3530.121826
	Iteration 43Q: 3 clusters Score -1.796639e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55210 members 
Mstep: Class 2 contains 86561 members 
Entering Unmasked Estep 
Score: -17966340.000000 Penalty: 3530.121826
	Iteration 44Q: 3 clusters Score -1.796634e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55093 members 
Mstep: Class 2 contains 86678 members 
Entering Unmasked Estep 
Score: -17966270.000000 Penalty: 3530.121826
	Iteration 45Q: 3 clusters Score -1.796627e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54994 members 
Mstep: Class 2 contains 86777 members 
Entering Unmasked Estep 
Score: -17966220.000000 Penalty: 3530.121826
	Iteration 46Q: 3 clusters Score -1.796622e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54914 members 
Mstep: Class 2 contains 86857 members 
Entering Unmasked Estep 
Score: -17966230.000000 Penalty: 3530.121826
	Iteration 47Q: 3 clusters Score -1.796623e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54832 members 
Mstep: Class 2 contains 86939 members 
Entering Unmasked Estep 
Score: -17966174.000000 Penalty: 3530.121826
	Iteration 48Q: 3 clusters Score -1.796617e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54758 members 
Mstep: Class 2 contains 87013 members 
Entering Unmasked Estep 
Score: -17966168.000000 Penalty: 3530.121826
	Iteration 49Q: 3 clusters Score -1.796617e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54686 members 
Mstep: Class 2 contains 87085 members 
Entering Unmasked Estep 
Score: -17966130.000000 Penalty: 3530.121826
	Iteration 50Q: 3 clusters Score -1.796613e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54634 members 
Mstep: Class 2 contains 87137 members 
Entering Unmasked Estep 
Score: -17966106.000000 Penalty: 3530.121826
	Iteration 51Q: 3 clusters Score -1.796611e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54577 members 
Mstep: Class 2 contains 87194 members 
Entering Unmasked Estep 
Score: -17966082.000000 Penalty: 3530.121826
	Iteration 52Q: 3 clusters Score -1.796608e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54528 members 
Mstep: Class 2 contains 87243 members 
Entering Unmasked Estep 
Score: -17966028.000000 Penalty: 3530.121826
	Iteration 53Q: 3 clusters Score -1.796603e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54486 members 
Mstep: Class 2 contains 87285 members 
Entering Unmasked Estep 
Score: -17966038.000000 Penalty: 3530.121826
	Iteration 54Q: 3 clusters Score -1.796604e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54439 members 
Mstep: Class 2 contains 87332 members 
Entering Unmasked Estep 
Score: -17965994.000000 Penalty: 3530.121826
	Iteration 55Q: 3 clusters Score -1.796599e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54415 members 
Mstep: Class 2 contains 87356 members 
Entering Unmasked Estep 
Score: -17965988.000000 Penalty: 3530.121826
	Iteration 56Q: 3 clusters Score -1.796599e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54375 members 
Mstep: Class 2 contains 87396 members 
Entering Unmasked Estep 
Score: -17965946.000000 Penalty: 3530.121826
	Iteration 57Q: 3 clusters Score -1.796595e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54346 members 
Mstep: Class 2 contains 87425 members 
Entering Unmasked Estep 
Score: -17965926.000000 Penalty: 3530.121826
	Iteration 58Q: 3 clusters Score -1.796593e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54313 members 
Mstep: Class 2 contains 87458 members 
Entering Unmasked Estep 
Score: -17965912.000000 Penalty: 3530.121826
	Iteration 59Q: 3 clusters Score -1.796591e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54288 members 
Mstep: Class 2 contains 87483 members 
Entering Unmasked Estep 
Score: -17965878.000000 Penalty: 3530.121826
	Iteration 60F: 3 clusters Score -1.796588e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54261 members 
Mstep: Class 2 contains 87510 members 
Entering Unmasked Estep 
Score: -17965846.000000 Penalty: 3530.121826
	Iteration 61Q: 3 clusters Score -1.796585e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54240 members 
Mstep: Class 2 contains 87531 members 
Entering Unmasked Estep 
Score: -17965846.000000 Penalty: 3530.121826
	Iteration 62Q: 3 clusters Score -1.796585e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54227 members 
Mstep: Class 2 contains 87544 members 
Entering Unmasked Estep 
Score: -17965836.000000 Penalty: 3530.121826
	Iteration 63Q: 3 clusters Score -1.796584e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54219 members 
Mstep: Class 2 contains 87552 members 
Entering Unmasked Estep 
Score: -17965816.000000 Penalty: 3530.121826
	Iteration 64Q: 3 clusters Score -1.796582e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54218 members 
Mstep: Class 2 contains 87553 members 
Entering Unmasked Estep 
Score: -17965814.000000 Penalty: 3530.121826
	Iteration 65Q: 3 clusters Score -1.796581e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54217 members 
Mstep: Class 2 contains 87554 members 
Entering Unmasked Estep 
Score: -17965816.000000 Penalty: 3530.121826
	Iteration 66Q: 3 clusters Score -1.796582e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54216 members 
Mstep: Class 2 contains 87555 members 
Entering Unmasked Estep 
Score: -17965800.000000 Penalty: 3530.121826
	Iteration 67Q: 3 clusters Score -1.79658e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54214 members 
Mstep: Class 2 contains 87557 members 
Entering Unmasked Estep 
Score: -17965814.000000 Penalty: 3530.121826
	Iteration 68Q: 3 clusters Score -1.796581e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54215 members 
Mstep: Class 2 contains 87556 members 
Entering Unmasked Estep 
Score: -17965808.000000 Penalty: 3530.121826
	Iteration 69Q: 3 clusters Score -1.796581e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54216 members 
Mstep: Class 2 contains 87555 members 
Entering Unmasked Estep 
Score: -17965804.000000 Penalty: 3530.121826
	Iteration 70Q: 3 clusters Score -1.79658e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54217 members 
Mstep: Class 2 contains 87554 members 
Entering Unmasked Estep 
Score: -17965806.000000 Penalty: 3530.121826
	Iteration 71Q: 3 clusters Score -1.796581e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54217 members 
Mstep: Class 2 contains 87554 members 
Entering Unmasked Estep 
Score: -17965806.000000 Penalty: 3530.121826
	Iteration 72Q: 3 clusters Score -1.796581e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54219 members 
Mstep: Class 2 contains 87552 members 
Entering Unmasked Estep 
Score: -17965814.000000 Penalty: 3530.121826
	Iteration 73Q: 3 clusters Score -1.796581e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54215 members 
Mstep: Class 2 contains 87556 members 
Entering Unmasked Estep 
Score: -17965808.000000 Penalty: 3530.121826
	Iteration 74Q: 3 clusters Score -1.796581e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54212 members 
Mstep: Class 2 contains 87559 members 
Entering Unmasked Estep 
Score: -17965790.000000 Penalty: 3530.121826
	Iteration 75Q: 3 clusters Score -1.796579e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54211 members 
Mstep: Class 2 contains 87560 members 
Entering Unmasked Estep 
Score: -17965806.000000 Penalty: 3530.121826
	Iteration 76Q: 3 clusters Score -1.796581e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54209 members 
Mstep: Class 2 contains 87562 members 
Entering Unmasked Estep 
Score: -17965796.000000 Penalty: 3530.121826
	Iteration 77Q: 3 clusters Score -1.79658e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54208 members 
Mstep: Class 2 contains 87563 members 
Entering Unmasked Estep 
Score: -17965790.000000 Penalty: 3530.121826
	Iteration 78Q: 3 clusters Score -1.796579e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54206 members 
Mstep: Class 2 contains 87565 members 
Entering Unmasked Estep 
Score: -17965796.000000 Penalty: 3530.121826
	Iteration 79Q: 3 clusters Score -1.79658e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54208 members 
Mstep: Class 2 contains 87563 members 
Entering Unmasked Estep 
Score: -17965798.000000 Penalty: 3530.121826
	Iteration 80F: 3 clusters Score -1.79658e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54207 members 
Mstep: Class 2 contains 87564 members 
Entering Unmasked Estep 
Score: -17965802.000000 Penalty: 3530.121826
	Iteration 81Q: 3 clusters Score -1.79658e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54207 members 
Mstep: Class 2 contains 87564 members 
Entering Unmasked Estep 
Score: -17965802.000000 Penalty: 3530.121826
	Iteration 82F: 3 clusters Score -1.79658e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 795 members 
Mstep: Class 1 contains 66212 members 
Mstep: Class 2 contains 12051 members 
Mstep: Class 3 contains 2866 members 
Mstep: Class 4 contains 44511 members 
Mstep: Class 5 contains 7381 members 
Mstep: Class 6 contains 33157 members 
Mstep: Class 7 contains 33293 members 
Mstep: Class 8 contains 2061 members 
Mstep: Class 9 contains 8492 members 
Mstep: Class 10 contains 9831 members 
Mstep: Class 11 contains 5329 members 
Mstep: Class 12 contains 22272 members 
Mstep: Class 13 contains 16647 members 
Mstep: Class 14 contains 7686 members 
Mstep: Class 15 contains 3050 members 
Mstep: Class 16 contains 3005 members 
Mstep: Class 17 contains 54207 members 
Mstep: Class 18 contains 48122 members 
Mstep: Class 19 contains 21952 members 
Mstep: Class 20 contains 93525 members 
Mstep: Class 21 contains 19167 members 
Mstep: Class 22 contains 1848 members 
Mstep: Class 23 contains 511 members 
Mstep: Class 24 contains 42181 members 
Mstep: Class 25 contains 16455 members 
Mstep: Class 26 contains 2740 members 
Mstep: Class 27 contains 87564 members 
Entering Unmasked Estep 
Score: -80833144.000000 Penalty: 53877.671875
Splitting cluster 17 changes total score from -80756504.000000 to -80833144.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 18 (48122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48122 members 
Entering Unmasked Estep 
Score: -6011038.500000 Penalty: 1604.286499
	Iteration 0F: 2 clusters Score -6011038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24142 members 
Mstep: Class 2 contains 23980 members 
Entering Unmasked Estep 
Score: -5980360.500000 Penalty: 3208.572998
	Iteration 0F: 3 clusters Score -5980360 nChanged 22233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24947 members 
Mstep: Class 2 contains 23175 members 
Entering Unmasked Estep 
Score: -5992952.000000 Penalty: 3208.572998
	Iteration 1F: 3 clusters Score -5992952 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25444 members 
Mstep: Class 2 contains 22678 members 
Entering Unmasked Estep 
Score: -5993743.000000 Penalty: 3208.572998
	Iteration 2Q: 3 clusters Score -5993743 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26255 members 
Mstep: Class 2 contains 21867 members 
Entering Unmasked Estep 
Score: -5994624.000000 Penalty: 3208.572998
	Iteration 3Q: 3 clusters Score -5994624 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27302 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
Score: -5995958.500000 Penalty: 3208.572998
	Iteration 4F: 3 clusters Score -5995958 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28660 members 
Mstep: Class 2 contains 19462 members 
Entering Unmasked Estep 
Score: -5997991.500000 Penalty: 3208.572998
	Iteration 5F: 3 clusters Score -5997992 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30105 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -6001098.000000 Penalty: 3208.572998
	Iteration 6F: 3 clusters Score -6001098 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31371 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -6004984.500000 Penalty: 3208.572998
	Iteration 7F: 3 clusters Score -6004984 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32369 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -6008615.000000 Penalty: 3208.572998
	Iteration 8F: 3 clusters Score -6008615 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33240 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -6010537.000000 Penalty: 3208.572998
	Iteration 9F: 3 clusters Score -6010537 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34079 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -6011730.500000 Penalty: 3208.572998
	Iteration 10Q: 3 clusters Score -6011730 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34787 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -6012665.500000 Penalty: 3208.572998
	Iteration 11Q: 3 clusters Score -6012666 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35220 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -6013132.500000 Penalty: 3208.572998
	Iteration 12Q: 3 clusters Score -6013132 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35492 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -6013320.000000 Penalty: 3208.572998
	Iteration 13Q: 3 clusters Score -6013320 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35675 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -6013391.000000 Penalty: 3208.572998
	Iteration 14Q: 3 clusters Score -6013391 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35771 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -6013409.500000 Penalty: 3208.572998
	Iteration 15Q: 3 clusters Score -6013410 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35830 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -6013419.500000 Penalty: 3208.572998
	Iteration 16Q: 3 clusters Score -6013420 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35857 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -6013402.000000 Penalty: 3208.572998
	Iteration 17Q: 3 clusters Score -6013402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35868 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -6013392.500000 Penalty: 3208.572998
	Iteration 18Q: 3 clusters Score -6013392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35876 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -6013398.500000 Penalty: 3208.572998
	Iteration 19Q: 3 clusters Score -6013398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35882 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -6013390.500000 Penalty: 3208.572998
	Iteration 20F: 3 clusters Score -6013390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35885 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -6013391.000000 Penalty: 3208.572998
	Iteration 21Q: 3 clusters Score -6013391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35887 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -6013399.500000 Penalty: 3208.572998
	Iteration 22Q: 3 clusters Score -6013400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35890 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -6013402.000000 Penalty: 3208.572998
	Iteration 23Q: 3 clusters Score -6013402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35893 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -6013400.500000 Penalty: 3208.572998
	Iteration 24Q: 3 clusters Score -6013400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35895 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -6013406.000000 Penalty: 3208.572998
	Iteration 25Q: 3 clusters Score -6013406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35897 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -6013405.500000 Penalty: 3208.572998
	Iteration 26Q: 3 clusters Score -6013406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35900 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -6013400.000000 Penalty: 3208.572998
	Iteration 27Q: 3 clusters Score -6013400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35902 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -6013400.000000 Penalty: 3208.572998
	Iteration 28Q: 3 clusters Score -6013400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35904 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -6013398.500000 Penalty: 3208.572998
	Iteration 29Q: 3 clusters Score -6013398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35906 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -6013402.000000 Penalty: 3208.572998
	Iteration 30Q: 3 clusters Score -6013402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35907 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -6013400.500000 Penalty: 3208.572998
	Iteration 31Q: 3 clusters Score -6013400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35907 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -6013400.500000 Penalty: 3208.572998
	Iteration 32F: 3 clusters Score -6013400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 795 members 
Mstep: Class 1 contains 66212 members 
Mstep: Class 2 contains 12051 members 
Mstep: Class 3 contains 2866 members 
Mstep: Class 4 contains 44511 members 
Mstep: Class 5 contains 7381 members 
Mstep: Class 6 contains 33157 members 
Mstep: Class 7 contains 33293 members 
Mstep: Class 8 contains 2061 members 
Mstep: Class 9 contains 8492 members 
Mstep: Class 10 contains 9831 members 
Mstep: Class 11 contains 5329 members 
Mstep: Class 12 contains 22272 members 
Mstep: Class 13 contains 16647 members 
Mstep: Class 14 contains 7686 members 
Mstep: Class 15 contains 3050 members 
Mstep: Class 16 contains 3005 members 
Mstep: Class 17 contains 54207 members 
Mstep: Class 18 contains 35907 members 
Mstep: Class 19 contains 21952 members 
Mstep: Class 20 contains 93525 members 
Mstep: Class 21 contains 19167 members 
Mstep: Class 22 contains 1848 members 
Mstep: Class 23 contains 511 members 
Mstep: Class 24 contains 42181 members 
Mstep: Class 25 contains 16455 members 
Mstep: Class 26 contains 2740 members 
Mstep: Class 27 contains 87564 members 
Mstep: Class 28 contains 12215 members 
Entering Unmasked Estep 
Score: -80835640.000000 Penalty: 55873.144531
Splitting cluster 18 changes total score from -80756504.000000 to -80835640.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 20 (93525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93525 members 
Entering Unmasked Estep 
Score: -11703838.000000 Penalty: 1703.162476
	Iteration 0F: 2 clusters Score -1.170384e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47260 members 
Mstep: Class 2 contains 46265 members 
Entering Unmasked Estep 
Score: -11659122.000000 Penalty: 3406.324951
	Iteration 0F: 3 clusters Score -1.165912e+07 nChanged 44297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51375 members 
Mstep: Class 2 contains 42150 members 
Entering Unmasked Estep 
Score: -11684441.000000 Penalty: 3406.324951
	Iteration 1F: 3 clusters Score -1.168444e+07 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53398 members 
Mstep: Class 2 contains 40127 members 
Entering Unmasked Estep 
Score: -11685537.000000 Penalty: 3406.324951
	Iteration 2Q: 3 clusters Score -1.168554e+07 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56147 members 
Mstep: Class 2 contains 37378 members 
Entering Unmasked Estep 
Score: -11687082.000000 Penalty: 3406.324951
	Iteration 3Q: 3 clusters Score -1.168708e+07 nChanged 4960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59723 members 
Mstep: Class 2 contains 33802 members 
Entering Unmasked Estep 
Score: -11688914.000000 Penalty: 3406.324951
	Iteration 4F: 3 clusters Score -1.168891e+07 nChanged 5458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63773 members 
Mstep: Class 2 contains 29752 members 
Entering Unmasked Estep 
Score: -11691168.000000 Penalty: 3406.324951
	Iteration 5F: 3 clusters Score -1.169117e+07 nChanged 5549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67892 members 
Mstep: Class 2 contains 25633 members 
Entering Unmasked Estep 
Score: -11693983.000000 Penalty: 3406.324951
	Iteration 6F: 3 clusters Score -1.169398e+07 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71574 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -11696643.000000 Penalty: 3406.324951
	Iteration 7F: 3 clusters Score -1.169664e+07 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74111 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -11698651.000000 Penalty: 3406.324951
	Iteration 8Q: 3 clusters Score -1.169865e+07 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75362 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -11700235.000000 Penalty: 3406.324951
	Iteration 9Q: 3 clusters Score -1.170024e+07 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75748 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -11701196.000000 Penalty: 3406.324951
	Iteration 10Q: 3 clusters Score -1.17012e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75584 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -11701633.000000 Penalty: 3406.324951
	Iteration 11Q: 3 clusters Score -1.170163e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75161 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -11701864.000000 Penalty: 3406.324951
	Iteration 12Q: 3 clusters Score -1.170186e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74638 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -11701937.000000 Penalty: 3406.324951
	Iteration 13Q: 3 clusters Score -1.170194e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74009 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -11701994.000000 Penalty: 3406.324951
	Iteration 14Q: 3 clusters Score -1.170199e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73339 members 
Mstep: Class 2 contains 20186 members 
Entering Unmasked Estep 
Score: -11702085.000000 Penalty: 3406.324951
	Iteration 15Q: 3 clusters Score -1.170208e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72572 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -11702200.000000 Penalty: 3406.324951
	Iteration 16Q: 3 clusters Score -1.17022e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71688 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -11702207.000000 Penalty: 3406.324951
	Iteration 17Q: 3 clusters Score -1.170221e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70605 members 
Mstep: Class 2 contains 22920 members 
Entering Unmasked Estep 
Score: -11702348.000000 Penalty: 3406.324951
	Iteration 18Q: 3 clusters Score -1.170235e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69379 members 
Mstep: Class 2 contains 24146 members 
Entering Unmasked Estep 
Score: -11702350.000000 Penalty: 3406.324951
	Iteration 19Q: 3 clusters Score -1.170235e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68133 members 
Mstep: Class 2 contains 25392 members 
Entering Unmasked Estep 
Score: -11702470.000000 Penalty: 3406.324951
	Iteration 20F: 3 clusters Score -1.170247e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66805 members 
Mstep: Class 2 contains 26720 members 
Entering Unmasked Estep 
Score: -11702616.000000 Penalty: 3406.324951
	Iteration 21Q: 3 clusters Score -1.170262e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65332 members 
Mstep: Class 2 contains 28193 members 
Entering Unmasked Estep 
Score: -11702806.000000 Penalty: 3406.324951
	Iteration 22Q: 3 clusters Score -1.170281e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63761 members 
Mstep: Class 2 contains 29764 members 
Entering Unmasked Estep 
Score: -11703073.000000 Penalty: 3406.324951
	Iteration 23Q: 3 clusters Score -1.170307e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61998 members 
Mstep: Class 2 contains 31527 members 
Entering Unmasked Estep 
Score: -11703273.000000 Penalty: 3406.324951
	Iteration 24Q: 3 clusters Score -1.170327e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60046 members 
Mstep: Class 2 contains 33479 members 
Entering Unmasked Estep 
Score: -11703703.000000 Penalty: 3406.324951
	Iteration 25Q: 3 clusters Score -1.17037e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57860 members 
Mstep: Class 2 contains 35665 members 
Entering Unmasked Estep 
Score: -11704128.000000 Penalty: 3406.324951
	Iteration 26Q: 3 clusters Score -1.170413e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55567 members 
Mstep: Class 2 contains 37958 members 
Entering Unmasked Estep 
Score: -11704686.000000 Penalty: 3406.324951
	Iteration 27Q: 3 clusters Score -1.170469e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52797 members 
Mstep: Class 2 contains 40728 members 
Entering Unmasked Estep 
Score: -11705322.000000 Penalty: 3406.324951
	Iteration 28Q: 3 clusters Score -1.170532e+07 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49365 members 
Mstep: Class 2 contains 44160 members 
Entering Unmasked Estep 
Score: -11705982.000000 Penalty: 3406.324951
	Iteration 29Q: 3 clusters Score -1.170598e+07 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45271 members 
Mstep: Class 2 contains 48254 members 
Entering Unmasked Estep 
Score: -11706685.000000 Penalty: 3406.324951
	Iteration 30Q: 3 clusters Score -1.170668e+07 nChanged 4583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40714 members 
Mstep: Class 2 contains 52811 members 
Entering Unmasked Estep 
Score: -11707119.000000 Penalty: 3406.324951
	Iteration 31Q: 3 clusters Score -1.170712e+07 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36605 members 
Mstep: Class 2 contains 56920 members 
Entering Unmasked Estep 
Score: -11706945.000000 Penalty: 3406.324951
	Iteration 32Q: 3 clusters Score -1.170694e+07 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33803 members 
Mstep: Class 2 contains 59722 members 
Entering Unmasked Estep 
Score: -11706457.000000 Penalty: 3406.324951
	Iteration 33Q: 3 clusters Score -1.170646e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31949 members 
Mstep: Class 2 contains 61576 members 
Entering Unmasked Estep 
Score: -11706128.000000 Penalty: 3406.324951
	Iteration 34Q: 3 clusters Score -1.170613e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30576 members 
Mstep: Class 2 contains 62949 members 
Entering Unmasked Estep 
Score: -11705763.000000 Penalty: 3406.324951
	Iteration 35Q: 3 clusters Score -1.170576e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29590 members 
Mstep: Class 2 contains 63935 members 
Entering Unmasked Estep 
Score: -11705443.000000 Penalty: 3406.324951
	Iteration 36Q: 3 clusters Score -1.170544e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28758 members 
Mstep: Class 2 contains 64767 members 
Entering Unmasked Estep 
Score: -11705252.000000 Penalty: 3406.324951
	Iteration 37Q: 3 clusters Score -1.170525e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28005 members 
Mstep: Class 2 contains 65520 members 
Entering Unmasked Estep 
Score: -11705071.000000 Penalty: 3406.324951
	Iteration 38Q: 3 clusters Score -1.170507e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27242 members 
Mstep: Class 2 contains 66283 members 
Entering Unmasked Estep 
Score: -11704990.000000 Penalty: 3406.324951
	Iteration 39Q: 3 clusters Score -1.170499e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26525 members 
Mstep: Class 2 contains 67000 members 
Entering Unmasked Estep 
Score: -11707622.000000 Penalty: 3406.324951
	Iteration 40F: 3 clusters Score -1.170762e+07 nChanged 5352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 72352 members 
Entering Unmasked Estep 
Score: -11709486.000000 Penalty: 3406.324951
	Iteration 41F: 3 clusters Score -1.170949e+07 nChanged 4710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 76978 members 
Entering Unmasked Estep 
Score: -11710565.000000 Penalty: 3406.324951
	Iteration 42F: 3 clusters Score -1.171056e+07 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 80468 members 
Entering Unmasked Estep 
Score: -11710638.000000 Penalty: 3406.324951
	Iteration 43Q: 3 clusters Score -1.171064e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 82557 members 
Entering Unmasked Estep 
Score: -11710412.000000 Penalty: 3406.324951
	Iteration 44Q: 3 clusters Score -1.171041e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 83856 members 
Entering Unmasked Estep 
Score: -11710133.000000 Penalty: 3406.324951
	Iteration 45Q: 3 clusters Score -1.171013e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 84644 members 
Entering Unmasked Estep 
Score: -11709865.000000 Penalty: 3406.324951
	Iteration 46Q: 3 clusters Score -1.170986e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 85164 members 
Entering Unmasked Estep 
Score: -11709544.000000 Penalty: 3406.324951
	Iteration 47Q: 3 clusters Score -1.170954e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 85495 members 
Entering Unmasked Estep 
Score: -11709286.000000 Penalty: 3406.324951
	Iteration 48Q: 3 clusters Score -1.170929e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 85768 members 
Entering Unmasked Estep 
Score: -11709121.000000 Penalty: 3406.324951
	Iteration 49Q: 3 clusters Score -1.170912e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 85996 members 
Entering Unmasked Estep 
Score: -11708886.000000 Penalty: 3406.324951
	Iteration 50Q: 3 clusters Score -1.170889e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 86159 members 
Entering Unmasked Estep 
Score: -11708821.000000 Penalty: 3406.324951
	Iteration 51Q: 3 clusters Score -1.170882e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 86295 members 
Entering Unmasked Estep 
Score: -11708715.000000 Penalty: 3406.324951
	Iteration 52Q: 3 clusters Score -1.170872e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 86400 members 
Entering Unmasked Estep 
Score: -11708698.000000 Penalty: 3406.324951
	Iteration 53Q: 3 clusters Score -1.17087e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 86507 members 
Entering Unmasked Estep 
Score: -11708622.000000 Penalty: 3406.324951
	Iteration 54Q: 3 clusters Score -1.170862e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 86592 members 
Entering Unmasked Estep 
Score: -11708565.000000 Penalty: 3406.324951
	Iteration 55Q: 3 clusters Score -1.170856e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 86659 members 
Entering Unmasked Estep 
Score: -11708536.000000 Penalty: 3406.324951
	Iteration 56Q: 3 clusters Score -1.170854e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 86712 members 
Entering Unmasked Estep 
Score: -11708529.000000 Penalty: 3406.324951
	Iteration 57Q: 3 clusters Score -1.170853e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 86763 members 
Entering Unmasked Estep 
Score: -11708465.000000 Penalty: 3406.324951
	Iteration 58Q: 3 clusters Score -1.170846e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 86806 members 
Entering Unmasked Estep 
Score: -11708436.000000 Penalty: 3406.324951
	Iteration 59Q: 3 clusters Score -1.170844e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 86844 members 
Entering Unmasked Estep 
Score: -11708424.000000 Penalty: 3406.324951
	Iteration 60F: 3 clusters Score -1.170842e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 86872 members 
Entering Unmasked Estep 
Score: -11708398.000000 Penalty: 3406.324951
	Iteration 61Q: 3 clusters Score -1.17084e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 86912 members 
Entering Unmasked Estep 
Score: -11708374.000000 Penalty: 3406.324951
	Iteration 62Q: 3 clusters Score -1.170837e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 86959 members 
Entering Unmasked Estep 
Score: -11708371.000000 Penalty: 3406.324951
	Iteration 63Q: 3 clusters Score -1.170837e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 87005 members 
Entering Unmasked Estep 
Score: -11708349.000000 Penalty: 3406.324951
	Iteration 64Q: 3 clusters Score -1.170835e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 87050 members 
Entering Unmasked Estep 
Score: -11708321.000000 Penalty: 3406.324951
	Iteration 65Q: 3 clusters Score -1.170832e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 87096 members 
Entering Unmasked Estep 
Score: -11708273.000000 Penalty: 3406.324951
	Iteration 66Q: 3 clusters Score -1.170827e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 87130 members 
Entering Unmasked Estep 
Score: -11708250.000000 Penalty: 3406.324951
	Iteration 67Q: 3 clusters Score -1.170825e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 87162 members 
Entering Unmasked Estep 
Score: -11708205.000000 Penalty: 3406.324951
	Iteration 68Q: 3 clusters Score -1.17082e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 87187 members 
Entering Unmasked Estep 
Score: -11708190.000000 Penalty: 3406.324951
	Iteration 69Q: 3 clusters Score -1.170819e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 87196 members 
Entering Unmasked Estep 
Score: -11708191.000000 Penalty: 3406.324951
	Iteration 70Q: 3 clusters Score -1.170819e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 87205 members 
Entering Unmasked Estep 
Score: -11708199.000000 Penalty: 3406.324951
	Iteration 71Q: 3 clusters Score -1.17082e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 87218 members 
Entering Unmasked Estep 
Score: -11708183.000000 Penalty: 3406.324951
	Iteration 72Q: 3 clusters Score -1.170818e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 87233 members 
Entering Unmasked Estep 
Score: -11708165.000000 Penalty: 3406.324951
	Iteration 73Q: 3 clusters Score -1.170816e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 87241 members 
Entering Unmasked Estep 
Score: -11708186.000000 Penalty: 3406.324951
	Iteration 74Q: 3 clusters Score -1.170819e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 87255 members 
Entering Unmasked Estep 
Score: -11708169.000000 Penalty: 3406.324951
	Iteration 75Q: 3 clusters Score -1.170817e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 87266 members 
Entering Unmasked Estep 
Score: -11708152.000000 Penalty: 3406.324951
	Iteration 76Q: 3 clusters Score -1.170815e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 87279 members 
Entering Unmasked Estep 
Score: -11708134.000000 Penalty: 3406.324951
	Iteration 77Q: 3 clusters Score -1.170813e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 87292 members 
Entering Unmasked Estep 
Score: -11708124.000000 Penalty: 3406.324951
	Iteration 78Q: 3 clusters Score -1.170812e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 87299 members 
Entering Unmasked Estep 
Score: -11708135.000000 Penalty: 3406.324951
	Iteration 79Q: 3 clusters Score -1.170814e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 87308 members 
Entering Unmasked Estep 
Score: -11708134.000000 Penalty: 3406.324951
	Iteration 80F: 3 clusters Score -1.170813e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 87318 members 
Entering Unmasked Estep 
Score: -11708127.000000 Penalty: 3406.324951
	Iteration 81Q: 3 clusters Score -1.170813e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 87326 members 
Entering Unmasked Estep 
Score: -11708122.000000 Penalty: 3406.324951
	Iteration 82Q: 3 clusters Score -1.170812e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 87328 members 
Entering Unmasked Estep 
Score: -11708130.000000 Penalty: 3406.324951
	Iteration 83Q: 3 clusters Score -1.170813e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 87333 members 
Entering Unmasked Estep 
Score: -11708118.000000 Penalty: 3406.324951
	Iteration 84Q: 3 clusters Score -1.170812e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 87336 members 
Entering Unmasked Estep 
Score: -11708122.000000 Penalty: 3406.324951
	Iteration 85Q: 3 clusters Score -1.170812e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 87338 members 
Entering Unmasked Estep 
Score: -11708116.000000 Penalty: 3406.324951
	Iteration 86Q: 3 clusters Score -1.170812e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 87341 members 
Entering Unmasked Estep 
Score: -11708122.000000 Penalty: 3406.324951
	Iteration 87Q: 3 clusters Score -1.170812e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 87348 members 
Entering Unmasked Estep 
Score: -11708125.000000 Penalty: 3406.324951
	Iteration 88Q: 3 clusters Score -1.170812e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 87355 members 
Entering Unmasked Estep 
Score: -11708121.000000 Penalty: 3406.324951
	Iteration 89Q: 3 clusters Score -1.170812e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 87358 members 
Entering Unmasked Estep 
Score: -11708119.000000 Penalty: 3406.324951
	Iteration 90Q: 3 clusters Score -1.170812e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 87361 members 
Entering Unmasked Estep 
Score: -11708124.000000 Penalty: 3406.324951
	Iteration 91Q: 3 clusters Score -1.170812e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 87365 members 
Entering Unmasked Estep 
Score: -11708119.000000 Penalty: 3406.324951
	Iteration 92Q: 3 clusters Score -1.170812e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 87368 members 
Entering Unmasked Estep 
Score: -11708117.000000 Penalty: 3406.324951
	Iteration 93Q: 3 clusters Score -1.170812e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 87371 members 
Entering Unmasked Estep 
Score: -11708122.000000 Penalty: 3406.324951
	Iteration 94Q: 3 clusters Score -1.170812e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 87379 members 
Entering Unmasked Estep 
Score: -11708124.000000 Penalty: 3406.324951
	Iteration 95Q: 3 clusters Score -1.170812e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 87388 members 
Entering Unmasked Estep 
Score: -11708110.000000 Penalty: 3406.324951
	Iteration 96Q: 3 clusters Score -1.170811e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 87393 members 
Entering Unmasked Estep 
Score: -11708101.000000 Penalty: 3406.324951
	Iteration 97Q: 3 clusters Score -1.17081e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 87395 members 
Entering Unmasked Estep 
Score: -11708107.000000 Penalty: 3406.324951
	Iteration 98Q: 3 clusters Score -1.170811e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 87396 members 
Entering Unmasked Estep 
Score: -11708111.000000 Penalty: 3406.324951
	Iteration 99Q: 3 clusters Score -1.170811e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 87395 members 
Entering Unmasked Estep 
Score: -11708099.000000 Penalty: 3406.324951
	Iteration 100F: 3 clusters Score -1.17081e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 795 members 
Mstep: Class 1 contains 66212 members 
Mstep: Class 2 contains 12051 members 
Mstep: Class 3 contains 2866 members 
Mstep: Class 4 contains 44511 members 
Mstep: Class 5 contains 7381 members 
Mstep: Class 6 contains 33157 members 
Mstep: Class 7 contains 33293 members 
Mstep: Class 8 contains 2061 members 
Mstep: Class 9 contains 8492 members 
Mstep: Class 10 contains 9831 members 
Mstep: Class 11 contains 5329 members 
Mstep: Class 12 contains 22272 members 
Mstep: Class 13 contains 16647 members 
Mstep: Class 14 contains 7686 members 
Mstep: Class 15 contains 3050 members 
Mstep: Class 16 contains 3005 members 
Mstep: Class 17 contains 54207 members 
Mstep: Class 18 contains 35907 members 
Mstep: Class 19 contains 21952 members 
Mstep: Class 20 contains 6130 members 
Mstep: Class 21 contains 19167 members 
Mstep: Class 22 contains 1848 members 
Mstep: Class 23 contains 511 members 
Mstep: Class 24 contains 42181 members 
Mstep: Class 25 contains 16455 members 
Mstep: Class 26 contains 2740 members 
Mstep: Class 27 contains 87564 members 
Mstep: Class 28 contains 12215 members 
Mstep: Class 29 contains 87395 members 
Entering Unmasked Estep 
Score: -80839576.000000 Penalty: 57868.613281
Splitting cluster 20 changes total score from -80756504.000000 to -80839576.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 21 (19167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Entering Unmasked Estep 
Score: -2414437.250000 Penalty: 1467.308716
	Iteration 0F: 2 clusters Score -2414437 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 9634 members 
Entering Unmasked Estep 
Score: -2401955.750000 Penalty: 2934.617432
	Iteration 0F: 3 clusters Score -2401956 nChanged 8257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -2406358.750000 Penalty: 2934.617432
	Iteration 1F: 3 clusters Score -2406359 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -2406711.500000 Penalty: 2934.617432
	Iteration 2F: 3 clusters Score -2406712 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -2406984.500000 Penalty: 2934.617432
	Iteration 3Q: 3 clusters Score -2406984 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -2407190.750000 Penalty: 2934.617432
	Iteration 4Q: 3 clusters Score -2407191 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -2407413.500000 Penalty: 2934.617432
	Iteration 5Q: 3 clusters Score -2407414 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -2407678.000000 Penalty: 2934.617432
	Iteration 6Q: 3 clusters Score -2407678 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -2408047.000000 Penalty: 2934.617432
	Iteration 7Q: 3 clusters Score -2408047 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -2408545.750000 Penalty: 2934.617432
	Iteration 8Q: 3 clusters Score -2408546 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -2409246.500000 Penalty: 2934.617432
	Iteration 9F: 3 clusters Score -2409246 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -2410143.750000 Penalty: 2934.617432
	Iteration 10F: 3 clusters Score -2410144 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -2411108.250000 Penalty: 2934.617432
	Iteration 11F: 3 clusters Score -2411108 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -2411940.000000 Penalty: 2934.617432
	Iteration 12Q: 3 clusters Score -2411940 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -2412531.750000 Penalty: 2934.617432
	Iteration 13Q: 3 clusters Score -2412532 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -2412871.750000 Penalty: 2934.617432
	Iteration 14Q: 3 clusters Score -2412872 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -2413054.750000 Penalty: 2934.617432
	Iteration 15Q: 3 clusters Score -2413055 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -2413151.750000 Penalty: 2934.617432
	Iteration 16Q: 3 clusters Score -2413152 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -2413185.000000 Penalty: 2934.617432
	Iteration 17Q: 3 clusters Score -2413185 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
Score: -2413199.500000 Penalty: 2934.617432
	Iteration 18Q: 3 clusters Score -2413200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -2413208.000000 Penalty: 2934.617432
	Iteration 19Q: 3 clusters Score -2413208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -2413217.750000 Penalty: 2934.617432
	Iteration 20F: 3 clusters Score -2413218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -2413220.000000 Penalty: 2934.617432
	Iteration 21Q: 3 clusters Score -2413220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -2413221.500000 Penalty: 2934.617432
	Iteration 22Q: 3 clusters Score -2413222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -2413223.250000 Penalty: 2934.617432
	Iteration 23Q: 3 clusters Score -2413223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -2413223.250000 Penalty: 2934.617432
	Iteration 24F: 3 clusters Score -2413223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Entering Unmasked Estep 
Score: -145851.468750 Penalty: 1119.252686
	Iteration 0F: 2 clusters Score -145851.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -144493.421875 Penalty: 2238.505371
	Iteration 0F: 3 clusters Score -144493.4 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -147671.171875 Penalty: 2238.505371
	Iteration 1F: 3 clusters Score -147671.2 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -152746.984375 Penalty: 2238.505371
	Iteration 2F: 3 clusters Score -152747 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -154712.250000 Penalty: 2238.505371
	Iteration 3F: 3 clusters Score -154712.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -155045.984375 Penalty: 2238.505371
	Iteration 4Q: 3 clusters Score -155046 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -155163.421875 Penalty: 2238.505371
	Iteration 5Q: 3 clusters Score -155163.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -155183.203125 Penalty: 2238.505371
	Iteration 6Q: 3 clusters Score -155183.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -155184.296875 Penalty: 2238.505371
	Iteration 7F: 3 clusters Score -155184.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -155186.296875 Penalty: 2238.505371
	Iteration 8Q: 3 clusters Score -155186.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -155186.296875 Penalty: 2238.505371
	Iteration 9F: 3 clusters Score -155186.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 795 members 
Mstep: Class 1 contains 66212 members 
Mstep: Class 2 contains 12051 members 
Mstep: Class 3 contains 2866 members 
Mstep: Class 4 contains 44511 members 
Mstep: Class 5 contains 7381 members 
Mstep: Class 6 contains 33157 members 
Mstep: Class 7 contains 33293 members 
Mstep: Class 8 contains 2061 members 
Mstep: Class 9 contains 8492 members 
Mstep: Class 10 contains 9831 members 
Mstep: Class 11 contains 5329 members 
Mstep: Class 12 contains 22272 members 
Mstep: Class 13 contains 16647 members 
Mstep: Class 14 contains 7686 members 
Mstep: Class 15 contains 3050 members 
Mstep: Class 16 contains 3005 members 
Mstep: Class 17 contains 54207 members 
Mstep: Class 18 contains 35907 members 
Mstep: Class 19 contains 21952 members 
Mstep: Class 20 contains 6130 members 
Mstep: Class 21 contains 19167 members 
Mstep: Class 22 contains 1312 members 
Mstep: Class 23 contains 511 members 
Mstep: Class 24 contains 42181 members 
Mstep: Class 25 contains 16455 members 
Mstep: Class 26 contains 2740 members 
Mstep: Class 27 contains 87564 members 
Mstep: Class 28 contains 12215 members 
Mstep: Class 29 contains 87395 members 
Mstep: Class 30 contains 536 members 
Entering Unmasked Estep 
Score: -80847928.000000 Penalty: 59864.078125
Splitting cluster 22 changes total score from -80756504.000000 to -80847928.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 23 (511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Entering Unmasked Estep 
Score: -53352.312500 Penalty: 927.971802
	Iteration 0F: 2 clusters Score -53352.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -52568.148438 Penalty: 1855.943604
	Iteration 0F: 3 clusters Score -52568.15 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -52879.679688 Penalty: 1855.943604
	Iteration 1F: 3 clusters Score -52879.68 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -53083.824219 Penalty: 1855.943604
	Iteration 2F: 3 clusters Score -53083.82 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -53367.023438 Penalty: 1855.943604
	Iteration 3F: 3 clusters Score -53367.02 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -53720.375000 Penalty: 1855.943604
	Iteration 4F: 3 clusters Score -53720.38 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -53940.925781 Penalty: 1855.943604
	Iteration 5F: 3 clusters Score -53940.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -54129.812500 Penalty: 1855.943604
	Iteration 6Q: 3 clusters Score -54129.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -54420.695312 Penalty: 1855.943604
	Iteration 7Q: 3 clusters Score -54420.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -54490.031250 Penalty: 1855.943604
	Iteration 8Q: 3 clusters Score -54490.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -54514.601562 Penalty: 1855.943604
	Iteration 9Q: 3 clusters Score -54514.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -54528.046875 Penalty: 1855.943604
	Iteration 10Q: 3 clusters Score -54528.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -54542.000000 Penalty: 1855.943604
	Iteration 11Q: 3 clusters Score -54542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -54542.000000 Penalty: 1855.943604
	Iteration 12F: 3 clusters Score -54542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 795 members 
Mstep: Class 1 contains 66212 members 
Mstep: Class 2 contains 12051 members 
Mstep: Class 3 contains 2866 members 
Mstep: Class 4 contains 44511 members 
Mstep: Class 5 contains 7381 members 
Mstep: Class 6 contains 33157 members 
Mstep: Class 7 contains 33293 members 
Mstep: Class 8 contains 2061 members 
Mstep: Class 9 contains 8492 members 
Mstep: Class 10 contains 9831 members 
Mstep: Class 11 contains 5329 members 
Mstep: Class 12 contains 22272 members 
Mstep: Class 13 contains 16647 members 
Mstep: Class 14 contains 7686 members 
Mstep: Class 15 contains 3050 members 
Mstep: Class 16 contains 3005 members 
Mstep: Class 17 contains 54207 members 
Mstep: Class 18 contains 35907 members 
Mstep: Class 19 contains 21952 members 
Mstep: Class 20 contains 6130 members 
Mstep: Class 21 contains 19167 members 
Mstep: Class 22 contains 1312 members 
Mstep: Class 23 contains 130 members 
Mstep: Class 24 contains 42181 members 
Mstep: Class 25 contains 16455 members 
Mstep: Class 26 contains 2740 members 
Mstep: Class 27 contains 87564 members 
Mstep: Class 28 contains 12215 members 
Mstep: Class 29 contains 87395 members 
Mstep: Class 30 contains 536 members 
Mstep: Class 31 contains 381 members 
Entering Unmasked Estep 
Score: -80848168.000000 Penalty: 61859.550781
Splitting cluster 23 changes total score from -80756504.000000 to -80848168.000000
So it's getting split into cluster 31.
Entering Unmasked Mstep 
Mstep: Class 0 contains 795 members 
Mstep: Class 2 contains 12051 members 
Mstep: Class 3 contains 2866 members 
Mstep: Class 4 contains 44511 members 
Mstep: Class 5 contains 7381 members 
Mstep: Class 6 contains 33157 members 
Mstep: Class 7 contains 33293 members 
Mstep: Class 9 contains 8492 members 
Mstep: Class 10 contains 9831 members 
Mstep: Class 11 contains 5329 members 
Mstep: Class 12 contains 22272 members 
Mstep: Class 13 contains 16647 members 
Mstep: Class 14 contains 7686 members 
Mstep: Class 15 contains 3050 members 
Mstep: Class 17 contains 54207 members 
Mstep: Class 18 contains 35907 members 
Mstep: Class 20 contains 6130 members 
Mstep: Class 21 contains 19167 members 
Mstep: Class 22 contains 1312 members 
Mstep: Class 23 contains 130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80881160.000000 Penalty: 61859.550781
Iteration 39Q: 32 clusters Score -8.088116e+07 nChanged 26355
Entering Unmasked Mstep 
Mstep: Class 0 contains 288 members 
Mstep: Class 1 contains 65230 members 
Mstep: Class 2 contains 12057 members 
Mstep: Class 3 contains 2888 members 
Mstep: Class 4 contains 45616 members 
Mstep: Class 5 contains 7935 members 
Mstep: Class 6 contains 34136 members 
Mstep: Class 7 contains 35083 members 
Mstep: Class 8 contains 2003 members 
Mstep: Class 9 contains 8438 members 
Mstep: Class 10 contains 9834 members 
Mstep: Class 11 contains 5290 members 
Mstep: Class 12 contains 22169 members 
Mstep: Class 13 contains 16640 members 
Mstep: Class 14 contains 8382 members 
Mstep: Class 15 contains 3046 members 
Mstep: Class 16 contains 2816 members 
Mstep: Class 17 contains 59723 members 
Mstep: Class 18 contains 36206 members 
Mstep: Class 19 contains 21664 members 
Mstep: Class 20 contains 6550 members 
Mstep: Class 21 contains 19531 members 
Mstep: Class 22 contains 1311 members 
Mstep: Class 23 contains 132 members 
Mstep: Class 24 contains 40102 members 
Mstep: Class 25 contains 15234 members 
Mstep: Class 26 contains 2712 members 
Mstep: Class 27 contains 87540 members 
Mstep: Class 28 contains 11593 members 
Mstep: Class 29 contains 81335 members 
Mstep: Class 30 contains 1042 members 
Mstep: Class 31 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80928432.000000 Penalty: 61859.550781
Iteration 40F: 32 clusters Score -8.092843e+07 nChanged 20533
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 66012 members 
Mstep: Class 2 contains 11978 members 
Mstep: Class 3 contains 2816 members 
Mstep: Class 4 contains 45341 members 
Mstep: Class 5 contains 8256 members 
Mstep: Class 6 contains 34668 members 
Mstep: Class 7 contains 34659 members 
Mstep: Class 8 contains 2293 members 
Mstep: Class 9 contains 8187 members 
Mstep: Class 10 contains 9732 members 
Mstep: Class 11 contains 5090 members 
Mstep: Class 12 contains 21954 members 
Mstep: Class 13 contains 15877 members 
Mstep: Class 14 contains 8892 members 
Mstep: Class 15 contains 2772 members 
Mstep: Class 16 contains 3008 members 
Mstep: Class 17 contains 63133 members 
Mstep: Class 18 contains 35787 members 
Mstep: Class 19 contains 21728 members 
Mstep: Class 20 contains 6590 members 
Mstep: Class 21 contains 19349 members 
Mstep: Class 22 contains 1343 members 
Mstep: Class 23 contains 134 members 
Mstep: Class 24 contains 39617 members 
Mstep: Class 25 contains 14993 members 
Mstep: Class 26 contains 3193 members 
Mstep: Class 27 contains 88683 members 
Mstep: Class 28 contains 11519 members 
Mstep: Class 29 contains 77622 members 
Mstep: Class 30 contains 1266 members 
Mstep: Class 31 contains 389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80938104.000000 Penalty: 61859.550781
Iteration 41Q: 32 clusters Score -8.09381e+07 nChanged 12178
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 66130 members 
Mstep: Class 2 contains 11958 members 
Mstep: Class 3 contains 2755 members 
Mstep: Class 4 contains 45140 members 
Mstep: Class 5 contains 8583 members 
Mstep: Class 6 contains 35161 members 
Mstep: Class 7 contains 34423 members 
Mstep: Class 8 contains 2480 members 
Mstep: Class 9 contains 8008 members 
Mstep: Class 10 contains 9654 members 
Mstep: Class 11 contains 4947 members 
Mstep: Class 12 contains 21876 members 
Mstep: Class 13 contains 15568 members 
Mstep: Class 14 contains 9317 members 
Mstep: Class 15 contains 2612 members 
Mstep: Class 16 contains 3093 members 
Mstep: Class 17 contains 66176 members 
Mstep: Class 18 contains 35622 members 
Mstep: Class 19 contains 21773 members 
Mstep: Class 20 contains 6543 members 
Mstep: Class 21 contains 19318 members 
Mstep: Class 22 contains 1389 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 39066 members 
Mstep: Class 25 contains 14777 members 
Mstep: Class 26 contains 3532 members 
Mstep: Class 27 contains 89234 members 
Mstep: Class 28 contains 11490 members 
Mstep: Class 29 contains 74513 members 
Mstep: Class 30 contains 1221 members 
Mstep: Class 31 contains 389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80942248.000000 Penalty: 61859.550781
Iteration 42Q: 32 clusters Score -8.094225e+07 nChanged 9562
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 66104 members 
Mstep: Class 2 contains 11919 members 
Mstep: Class 3 contains 2719 members 
Mstep: Class 4 contains 44867 members 
Mstep: Class 5 contains 8870 members 
Mstep: Class 6 contains 35562 members 
Mstep: Class 7 contains 34275 members 
Mstep: Class 8 contains 2623 members 
Mstep: Class 9 contains 7895 members 
Mstep: Class 10 contains 9591 members 
Mstep: Class 11 contains 4851 members 
Mstep: Class 12 contains 21843 members 
Mstep: Class 13 contains 15369 members 
Mstep: Class 14 contains 9650 members 
Mstep: Class 15 contains 2504 members 
Mstep: Class 16 contains 3157 members 
Mstep: Class 17 contains 68929 members 
Mstep: Class 18 contains 35550 members 
Mstep: Class 19 contains 21792 members 
Mstep: Class 20 contains 6463 members 
Mstep: Class 21 contains 19290 members 
Mstep: Class 22 contains 1418 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 38641 members 
Mstep: Class 25 contains 14572 members 
Mstep: Class 26 contains 3823 members 
Mstep: Class 27 contains 89624 members 
Mstep: Class 28 contains 11484 members 
Mstep: Class 29 contains 71783 members 
Mstep: Class 30 contains 1193 members 
Mstep: Class 31 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80944944.000000 Penalty: 61859.550781
Iteration 43Q: 32 clusters Score -8.094494e+07 nChanged 8177
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 66063 members 
Mstep: Class 2 contains 11907 members 
Mstep: Class 3 contains 2676 members 
Mstep: Class 4 contains 44599 members 
Mstep: Class 5 contains 9124 members 
Mstep: Class 6 contains 35885 members 
Mstep: Class 7 contains 34153 members 
Mstep: Class 8 contains 2750 members 
Mstep: Class 9 contains 7795 members 
Mstep: Class 10 contains 9509 members 
Mstep: Class 11 contains 4798 members 
Mstep: Class 12 contains 21832 members 
Mstep: Class 13 contains 15226 members 
Mstep: Class 14 contains 9915 members 
Mstep: Class 15 contains 2435 members 
Mstep: Class 16 contains 3233 members 
Mstep: Class 17 contains 71344 members 
Mstep: Class 18 contains 35502 members 
Mstep: Class 19 contains 21801 members 
Mstep: Class 20 contains 6384 members 
Mstep: Class 21 contains 19280 members 
Mstep: Class 22 contains 1423 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 38287 members 
Mstep: Class 25 contains 14376 members 
Mstep: Class 26 contains 4074 members 
Mstep: Class 27 contains 89951 members 
Mstep: Class 28 contains 11483 members 
Mstep: Class 29 contains 69368 members 
Mstep: Class 30 contains 1188 members 
Mstep: Class 31 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80946456.000000 Penalty: 61859.550781
Iteration 44Q: 32 clusters Score -8.094646e+07 nChanged 6698
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 66014 members 
Mstep: Class 2 contains 11877 members 
Mstep: Class 3 contains 2630 members 
Mstep: Class 4 contains 44351 members 
Mstep: Class 5 contains 9276 members 
Mstep: Class 6 contains 36150 members 
Mstep: Class 7 contains 34099 members 
Mstep: Class 8 contains 2858 members 
Mstep: Class 9 contains 7742 members 
Mstep: Class 10 contains 9436 members 
Mstep: Class 11 contains 4778 members 
Mstep: Class 12 contains 21825 members 
Mstep: Class 13 contains 15133 members 
Mstep: Class 14 contains 10146 members 
Mstep: Class 15 contains 2402 members 
Mstep: Class 16 contains 3291 members 
Mstep: Class 17 contains 73269 members 
Mstep: Class 18 contains 35469 members 
Mstep: Class 19 contains 21793 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 19248 members 
Mstep: Class 22 contains 1423 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 38018 members 
Mstep: Class 25 contains 14198 members 
Mstep: Class 26 contains 4284 members 
Mstep: Class 27 contains 90244 members 
Mstep: Class 28 contains 11486 members 
Mstep: Class 29 contains 67387 members 
Mstep: Class 30 contains 1188 members 
Mstep: Class 31 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80947432.000000 Penalty: 61859.550781
Iteration 45Q: 32 clusters Score -8.094743e+07 nChanged 5627
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65926 members 
Mstep: Class 2 contains 11839 members 
Mstep: Class 3 contains 2583 members 
Mstep: Class 4 contains 44081 members 
Mstep: Class 5 contains 9407 members 
Mstep: Class 6 contains 36388 members 
Mstep: Class 7 contains 34063 members 
Mstep: Class 8 contains 2953 members 
Mstep: Class 9 contains 7706 members 
Mstep: Class 10 contains 9364 members 
Mstep: Class 11 contains 4777 members 
Mstep: Class 12 contains 21818 members 
Mstep: Class 13 contains 15077 members 
Mstep: Class 14 contains 10345 members 
Mstep: Class 15 contains 2387 members 
Mstep: Class 16 contains 3321 members 
Mstep: Class 17 contains 74760 members 
Mstep: Class 18 contains 35457 members 
Mstep: Class 19 contains 21792 members 
Mstep: Class 20 contains 6346 members 
Mstep: Class 21 contains 19209 members 
Mstep: Class 22 contains 1426 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 37767 members 
Mstep: Class 25 contains 14102 members 
Mstep: Class 26 contains 4451 members 
Mstep: Class 27 contains 90385 members 
Mstep: Class 28 contains 11491 members 
Mstep: Class 29 contains 65955 members 
Mstep: Class 30 contains 1185 members 
Mstep: Class 31 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80947832.000000 Penalty: 61859.550781
Iteration 46Q: 32 clusters Score -8.094783e+07 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65851 members 
Mstep: Class 2 contains 11808 members 
Mstep: Class 3 contains 2557 members 
Mstep: Class 4 contains 43776 members 
Mstep: Class 5 contains 9462 members 
Mstep: Class 6 contains 36616 members 
Mstep: Class 7 contains 34021 members 
Mstep: Class 8 contains 3064 members 
Mstep: Class 9 contains 7678 members 
Mstep: Class 10 contains 9324 members 
Mstep: Class 11 contains 4786 members 
Mstep: Class 12 contains 21817 members 
Mstep: Class 13 contains 15046 members 
Mstep: Class 14 contains 10517 members 
Mstep: Class 15 contains 2381 members 
Mstep: Class 16 contains 3361 members 
Mstep: Class 17 contains 75900 members 
Mstep: Class 18 contains 35449 members 
Mstep: Class 19 contains 21793 members 
Mstep: Class 20 contains 6327 members 
Mstep: Class 21 contains 19182 members 
Mstep: Class 22 contains 1426 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 37591 members 
Mstep: Class 25 contains 14000 members 
Mstep: Class 26 contains 4606 members 
Mstep: Class 27 contains 90384 members 
Mstep: Class 28 contains 11487 members 
Mstep: Class 29 contains 64966 members 
Mstep: Class 30 contains 1185 members 
Mstep: Class 31 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80948744.000000 Penalty: 61859.550781
Iteration 47Q: 32 clusters Score -8.094874e+07 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65775 members 
Mstep: Class 2 contains 11779 members 
Mstep: Class 3 contains 2507 members 
Mstep: Class 4 contains 43543 members 
Mstep: Class 5 contains 9516 members 
Mstep: Class 6 contains 36823 members 
Mstep: Class 7 contains 33977 members 
Mstep: Class 8 contains 3204 members 
Mstep: Class 9 contains 7651 members 
Mstep: Class 10 contains 9266 members 
Mstep: Class 11 contains 4792 members 
Mstep: Class 12 contains 21813 members 
Mstep: Class 13 contains 15021 members 
Mstep: Class 14 contains 10647 members 
Mstep: Class 15 contains 2365 members 
Mstep: Class 16 contains 3400 members 
Mstep: Class 17 contains 76762 members 
Mstep: Class 18 contains 35455 members 
Mstep: Class 19 contains 21792 members 
Mstep: Class 20 contains 6317 members 
Mstep: Class 21 contains 19155 members 
Mstep: Class 22 contains 1427 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 37436 members 
Mstep: Class 25 contains 13923 members 
Mstep: Class 26 contains 4732 members 
Mstep: Class 27 contains 90206 members 
Mstep: Class 28 contains 11489 members 
Mstep: Class 29 contains 64404 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80949368.000000 Penalty: 61859.550781
Iteration 48Q: 32 clusters Score -8.094937e+07 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65741 members 
Mstep: Class 2 contains 11760 members 
Mstep: Class 3 contains 2442 members 
Mstep: Class 4 contains 43330 members 
Mstep: Class 5 contains 9568 members 
Mstep: Class 6 contains 37037 members 
Mstep: Class 7 contains 33941 members 
Mstep: Class 8 contains 3337 members 
Mstep: Class 9 contains 7621 members 
Mstep: Class 10 contains 9205 members 
Mstep: Class 11 contains 4798 members 
Mstep: Class 12 contains 21815 members 
Mstep: Class 13 contains 14994 members 
Mstep: Class 14 contains 10728 members 
Mstep: Class 15 contains 2352 members 
Mstep: Class 16 contains 3432 members 
Mstep: Class 17 contains 77403 members 
Mstep: Class 18 contains 35449 members 
Mstep: Class 19 contains 21792 members 
Mstep: Class 20 contains 6319 members 
Mstep: Class 21 contains 19137 members 
Mstep: Class 22 contains 1427 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 37285 members 
Mstep: Class 25 contains 13908 members 
Mstep: Class 26 contains 4851 members 
Mstep: Class 27 contains 89874 members 
Mstep: Class 28 contains 11485 members 
Mstep: Class 29 contains 64146 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80949880.000000 Penalty: 61859.550781
Iteration 49Q: 32 clusters Score -8.094988e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65709 members 
Mstep: Class 2 contains 11745 members 
Mstep: Class 3 contains 2399 members 
Mstep: Class 4 contains 43110 members 
Mstep: Class 5 contains 9652 members 
Mstep: Class 6 contains 37225 members 
Mstep: Class 7 contains 33935 members 
Mstep: Class 8 contains 3448 members 
Mstep: Class 9 contains 7585 members 
Mstep: Class 10 contains 9166 members 
Mstep: Class 11 contains 4803 members 
Mstep: Class 12 contains 21817 members 
Mstep: Class 13 contains 14968 members 
Mstep: Class 14 contains 10770 members 
Mstep: Class 15 contains 2334 members 
Mstep: Class 16 contains 3446 members 
Mstep: Class 17 contains 77818 members 
Mstep: Class 18 contains 35449 members 
Mstep: Class 19 contains 21795 members 
Mstep: Class 20 contains 6323 members 
Mstep: Class 21 contains 19116 members 
Mstep: Class 22 contains 1427 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 37132 members 
Mstep: Class 25 contains 13891 members 
Mstep: Class 26 contains 4954 members 
Mstep: Class 27 contains 89505 members 
Mstep: Class 28 contains 11490 members 
Mstep: Class 29 contains 64165 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80950072.000000 Penalty: 61859.550781
Iteration 50Q: 32 clusters Score -8.095007e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65688 members 
Mstep: Class 2 contains 11734 members 
Mstep: Class 3 contains 2356 members 
Mstep: Class 4 contains 42942 members 
Mstep: Class 5 contains 9718 members 
Mstep: Class 6 contains 37376 members 
Mstep: Class 7 contains 33926 members 
Mstep: Class 8 contains 3536 members 
Mstep: Class 9 contains 7575 members 
Mstep: Class 10 contains 9125 members 
Mstep: Class 11 contains 4800 members 
Mstep: Class 12 contains 21815 members 
Mstep: Class 13 contains 14950 members 
Mstep: Class 14 contains 10811 members 
Mstep: Class 15 contains 2330 members 
Mstep: Class 16 contains 3456 members 
Mstep: Class 17 contains 78168 members 
Mstep: Class 18 contains 35450 members 
Mstep: Class 19 contains 21799 members 
Mstep: Class 20 contains 6325 members 
Mstep: Class 21 contains 19108 members 
Mstep: Class 22 contains 1427 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 36985 members 
Mstep: Class 25 contains 13879 members 
Mstep: Class 26 contains 5045 members 
Mstep: Class 27 contains 89078 members 
Mstep: Class 28 contains 11489 members 
Mstep: Class 29 contains 64286 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80949976.000000 Penalty: 61859.550781
Iteration 51Q: 32 clusters Score -8.094998e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65662 members 
Mstep: Class 2 contains 11729 members 
Mstep: Class 3 contains 2303 members 
Mstep: Class 4 contains 42802 members 
Mstep: Class 5 contains 9782 members 
Mstep: Class 6 contains 37531 members 
Mstep: Class 7 contains 33923 members 
Mstep: Class 8 contains 3590 members 
Mstep: Class 9 contains 7557 members 
Mstep: Class 10 contains 9088 members 
Mstep: Class 11 contains 4798 members 
Mstep: Class 12 contains 21817 members 
Mstep: Class 13 contains 14940 members 
Mstep: Class 14 contains 10829 members 
Mstep: Class 15 contains 2335 members 
Mstep: Class 16 contains 3465 members 
Mstep: Class 17 contains 78348 members 
Mstep: Class 18 contains 35451 members 
Mstep: Class 19 contains 21802 members 
Mstep: Class 20 contains 6324 members 
Mstep: Class 21 contains 19099 members 
Mstep: Class 22 contains 1427 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 36866 members 
Mstep: Class 25 contains 13883 members 
Mstep: Class 26 contains 5120 members 
Mstep: Class 27 contains 88661 members 
Mstep: Class 28 contains 11487 members 
Mstep: Class 29 contains 64558 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80950736.000000 Penalty: 61859.550781
Iteration 52Q: 32 clusters Score -8.095074e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65650 members 
Mstep: Class 2 contains 11728 members 
Mstep: Class 3 contains 2268 members 
Mstep: Class 4 contains 42702 members 
Mstep: Class 5 contains 9834 members 
Mstep: Class 6 contains 37662 members 
Mstep: Class 7 contains 33917 members 
Mstep: Class 8 contains 3634 members 
Mstep: Class 9 contains 7528 members 
Mstep: Class 10 contains 9051 members 
Mstep: Class 11 contains 4802 members 
Mstep: Class 12 contains 21817 members 
Mstep: Class 13 contains 14927 members 
Mstep: Class 14 contains 10853 members 
Mstep: Class 15 contains 2339 members 
Mstep: Class 16 contains 3479 members 
Mstep: Class 17 contains 78414 members 
Mstep: Class 18 contains 35458 members 
Mstep: Class 19 contains 21805 members 
Mstep: Class 20 contains 6317 members 
Mstep: Class 21 contains 19084 members 
Mstep: Class 22 contains 1427 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 36766 members 
Mstep: Class 25 contains 13855 members 
Mstep: Class 26 contains 5190 members 
Mstep: Class 27 contains 88255 members 
Mstep: Class 28 contains 11490 members 
Mstep: Class 29 contains 64925 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80950880.000000 Penalty: 61859.550781
Iteration 53Q: 32 clusters Score -8.095088e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65628 members 
Mstep: Class 2 contains 11728 members 
Mstep: Class 3 contains 2239 members 
Mstep: Class 4 contains 42577 members 
Mstep: Class 5 contains 9889 members 
Mstep: Class 6 contains 37779 members 
Mstep: Class 7 contains 33903 members 
Mstep: Class 8 contains 3669 members 
Mstep: Class 9 contains 7510 members 
Mstep: Class 10 contains 9015 members 
Mstep: Class 11 contains 4811 members 
Mstep: Class 12 contains 21818 members 
Mstep: Class 13 contains 14908 members 
Mstep: Class 14 contains 10884 members 
Mstep: Class 15 contains 2342 members 
Mstep: Class 16 contains 3491 members 
Mstep: Class 17 contains 78426 members 
Mstep: Class 18 contains 35458 members 
Mstep: Class 19 contains 21806 members 
Mstep: Class 20 contains 6294 members 
Mstep: Class 21 contains 19077 members 
Mstep: Class 22 contains 1427 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 36685 members 
Mstep: Class 25 contains 13848 members 
Mstep: Class 26 contains 5243 members 
Mstep: Class 27 contains 87884 members 
Mstep: Class 28 contains 11487 members 
Mstep: Class 29 contains 65351 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80951056.000000 Penalty: 61859.550781
Iteration 54Q: 32 clusters Score -8.095106e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65605 members 
Mstep: Class 2 contains 11726 members 
Mstep: Class 3 contains 2208 members 
Mstep: Class 4 contains 42490 members 
Mstep: Class 5 contains 9942 members 
Mstep: Class 6 contains 37883 members 
Mstep: Class 7 contains 33889 members 
Mstep: Class 8 contains 3698 members 
Mstep: Class 9 contains 7498 members 
Mstep: Class 10 contains 8986 members 
Mstep: Class 11 contains 4814 members 
Mstep: Class 12 contains 21817 members 
Mstep: Class 13 contains 14891 members 
Mstep: Class 14 contains 10902 members 
Mstep: Class 15 contains 2337 members 
Mstep: Class 16 contains 3500 members 
Mstep: Class 17 contains 78350 members 
Mstep: Class 18 contains 35457 members 
Mstep: Class 19 contains 21805 members 
Mstep: Class 20 contains 6257 members 
Mstep: Class 21 contains 19072 members 
Mstep: Class 22 contains 1427 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 36612 members 
Mstep: Class 25 contains 13859 members 
Mstep: Class 26 contains 5298 members 
Mstep: Class 27 contains 87543 members 
Mstep: Class 28 contains 11492 members 
Mstep: Class 29 contains 65819 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80951592.000000 Penalty: 61859.550781
Iteration 55Q: 32 clusters Score -8.095159e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65584 members 
Mstep: Class 2 contains 11721 members 
Mstep: Class 3 contains 2173 members 
Mstep: Class 4 contains 42414 members 
Mstep: Class 5 contains 9980 members 
Mstep: Class 6 contains 37964 members 
Mstep: Class 7 contains 33887 members 
Mstep: Class 8 contains 3726 members 
Mstep: Class 9 contains 7482 members 
Mstep: Class 10 contains 8963 members 
Mstep: Class 11 contains 4819 members 
Mstep: Class 12 contains 21817 members 
Mstep: Class 13 contains 14871 members 
Mstep: Class 14 contains 10916 members 
Mstep: Class 15 contains 2335 members 
Mstep: Class 16 contains 3521 members 
Mstep: Class 17 contains 78272 members 
Mstep: Class 18 contains 35458 members 
Mstep: Class 19 contains 21805 members 
Mstep: Class 20 contains 6226 members 
Mstep: Class 21 contains 19065 members 
Mstep: Class 22 contains 1427 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 36547 members 
Mstep: Class 25 contains 13870 members 
Mstep: Class 26 contains 5328 members 
Mstep: Class 27 contains 87248 members 
Mstep: Class 28 contains 11494 members 
Mstep: Class 29 contains 66264 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80951704.000000 Penalty: 61859.550781
Iteration 56Q: 32 clusters Score -8.09517e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65560 members 
Mstep: Class 2 contains 11716 members 
Mstep: Class 3 contains 2138 members 
Mstep: Class 4 contains 42343 members 
Mstep: Class 5 contains 10016 members 
Mstep: Class 6 contains 38022 members 
Mstep: Class 7 contains 33879 members 
Mstep: Class 8 contains 3733 members 
Mstep: Class 9 contains 7466 members 
Mstep: Class 10 contains 8952 members 
Mstep: Class 11 contains 4822 members 
Mstep: Class 12 contains 21819 members 
Mstep: Class 13 contains 14865 members 
Mstep: Class 14 contains 10935 members 
Mstep: Class 15 contains 2337 members 
Mstep: Class 16 contains 3536 members 
Mstep: Class 17 contains 78129 members 
Mstep: Class 18 contains 35461 members 
Mstep: Class 19 contains 21807 members 
Mstep: Class 20 contains 6206 members 
Mstep: Class 21 contains 19060 members 
Mstep: Class 22 contains 1427 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 36499 members 
Mstep: Class 25 contains 13885 members 
Mstep: Class 26 contains 5375 members 
Mstep: Class 27 contains 86955 members 
Mstep: Class 28 contains 11491 members 
Mstep: Class 29 contains 66743 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80951752.000000 Penalty: 61859.550781
Iteration 57Q: 32 clusters Score -8.095175e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65548 members 
Mstep: Class 2 contains 11712 members 
Mstep: Class 3 contains 2098 members 
Mstep: Class 4 contains 42275 members 
Mstep: Class 5 contains 10036 members 
Mstep: Class 6 contains 38091 members 
Mstep: Class 7 contains 33869 members 
Mstep: Class 8 contains 3742 members 
Mstep: Class 9 contains 7453 members 
Mstep: Class 10 contains 8951 members 
Mstep: Class 11 contains 4823 members 
Mstep: Class 12 contains 21817 members 
Mstep: Class 13 contains 14861 members 
Mstep: Class 14 contains 10941 members 
Mstep: Class 15 contains 2341 members 
Mstep: Class 16 contains 3556 members 
Mstep: Class 17 contains 77992 members 
Mstep: Class 18 contains 35459 members 
Mstep: Class 19 contains 21813 members 
Mstep: Class 20 contains 6185 members 
Mstep: Class 21 contains 19057 members 
Mstep: Class 22 contains 1427 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 36457 members 
Mstep: Class 25 contains 13883 members 
Mstep: Class 26 contains 5407 members 
Mstep: Class 27 contains 86705 members 
Mstep: Class 28 contains 11492 members 
Mstep: Class 29 contains 67186 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80951920.000000 Penalty: 61859.550781
Iteration 58Q: 32 clusters Score -8.095192e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65541 members 
Mstep: Class 2 contains 11713 members 
Mstep: Class 3 contains 2068 members 
Mstep: Class 4 contains 42213 members 
Mstep: Class 5 contains 10043 members 
Mstep: Class 6 contains 38161 members 
Mstep: Class 7 contains 33863 members 
Mstep: Class 8 contains 3755 members 
Mstep: Class 9 contains 7442 members 
Mstep: Class 10 contains 8948 members 
Mstep: Class 11 contains 4816 members 
Mstep: Class 12 contains 21819 members 
Mstep: Class 13 contains 14852 members 
Mstep: Class 14 contains 10945 members 
Mstep: Class 15 contains 2345 members 
Mstep: Class 16 contains 3574 members 
Mstep: Class 17 contains 77804 members 
Mstep: Class 18 contains 35461 members 
Mstep: Class 19 contains 21815 members 
Mstep: Class 20 contains 6175 members 
Mstep: Class 21 contains 19053 members 
Mstep: Class 22 contains 1427 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 36418 members 
Mstep: Class 25 contains 13894 members 
Mstep: Class 26 contains 5439 members 
Mstep: Class 27 contains 86455 members 
Mstep: Class 28 contains 11491 members 
Mstep: Class 29 contains 67647 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80952144.000000 Penalty: 61859.550781
Iteration 59Q: 32 clusters Score -8.095214e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 65540 members 
Mstep: Class 2 contains 11713 members 
Mstep: Class 3 contains 2038 members 
Mstep: Class 4 contains 42163 members 
Mstep: Class 5 contains 10042 members 
Mstep: Class 6 contains 38221 members 
Mstep: Class 7 contains 33850 members 
Mstep: Class 8 contains 3767 members 
Mstep: Class 9 contains 7435 members 
Mstep: Class 10 contains 8941 members 
Mstep: Class 11 contains 4818 members 
Mstep: Class 12 contains 21819 members 
Mstep: Class 13 contains 14846 members 
Mstep: Class 14 contains 10945 members 
Mstep: Class 15 contains 2346 members 
Mstep: Class 16 contains 3584 members 
Mstep: Class 17 contains 77642 members 
Mstep: Class 18 contains 35461 members 
Mstep: Class 19 contains 21817 members 
Mstep: Class 20 contains 6167 members 
Mstep: Class 21 contains 19050 members 
Mstep: Class 22 contains 1427 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 36393 members 
Mstep: Class 25 contains 13893 members 
Mstep: Class 26 contains 5478 members 
Mstep: Class 27 contains 86212 members 
Mstep: Class 28 contains 11493 members 
Mstep: Class 29 contains 68076 members 
Mstep: Class 30 contains 1184 members 
Mstep: Class 31 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80953312.000000 Penalty: 61859.550781
Iteration 60F: 32 clusters Score -8.095331e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 65531 members 
Mstep: Class 2 contains 11710 members 
Mstep: Class 3 contains 2011 members 
Mstep: Class 4 contains 42134 members 
Mstep: Class 5 contains 10037 members 
Mstep: Class 6 contains 38266 members 
Mstep: Class 7 contains 33840 members 
Mstep: Class 8 contains 3779 members 
Mstep: Class 9 contains 7430 members 
Mstep: Class 10 contains 8928 members 
Mstep: Class 11 contains 4818 members 
Mstep: Class 12 contains 21820 members 
Mstep: Class 13 contains 14840 members 
Mstep: Class 14 contains 10956 members 
Mstep: Class 15 contains 2351 members 
Mstep: Class 16 contains 3595 members 
Mstep: Class 17 contains 77546 members 
Mstep: Class 18 contains 35464 members 
Mstep: Class 19 contains 21818 members 
Mstep: Class 20 contains 6167 members 
Mstep: Class 21 contains 19045 members 
Mstep: Class 22 contains 1488 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 36365 members 
Mstep: Class 25 contains 13898 members 
Mstep: Class 26 contains 5503 members 
Mstep: Class 27 contains 85956 members 
Mstep: Class 28 contains 11494 members 
Mstep: Class 29 contains 68448 members 
Mstep: Class 30 contains 1142 members 
Mstep: Class 31 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80954872.000000 Penalty: 61859.550781
Iteration 61Q: 32 clusters Score -8.095487e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 65529 members 
Mstep: Class 2 contains 11708 members 
Mstep: Class 3 contains 1981 members 
Mstep: Class 4 contains 42087 members 
Mstep: Class 5 contains 10035 members 
Mstep: Class 6 contains 38318 members 
Mstep: Class 7 contains 33829 members 
Mstep: Class 8 contains 3786 members 
Mstep: Class 9 contains 7423 members 
Mstep: Class 10 contains 8919 members 
Mstep: Class 11 contains 4825 members 
Mstep: Class 12 contains 21821 members 
Mstep: Class 13 contains 14836 members 
Mstep: Class 14 contains 10956 members 
Mstep: Class 15 contains 2356 members 
Mstep: Class 16 contains 3603 members 
Mstep: Class 17 contains 77421 members 
Mstep: Class 18 contains 35465 members 
Mstep: Class 19 contains 21821 members 
Mstep: Class 20 contains 6163 members 
Mstep: Class 21 contains 19041 members 
Mstep: Class 22 contains 1517 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 36344 members 
Mstep: Class 25 contains 13915 members 
Mstep: Class 26 contains 5528 members 
Mstep: Class 27 contains 85717 members 
Mstep: Class 28 contains 11494 members 
Mstep: Class 29 contains 68829 members 
Mstep: Class 30 contains 1113 members 
Mstep: Class 31 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80955520.000000 Penalty: 61859.550781
Iteration 62Q: 32 clusters Score -8.095552e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 65529 members 
Mstep: Class 2 contains 11707 members 
Mstep: Class 3 contains 1961 members 
Mstep: Class 4 contains 42061 members 
Mstep: Class 5 contains 10036 members 
Mstep: Class 6 contains 38361 members 
Mstep: Class 7 contains 33823 members 
Mstep: Class 8 contains 3799 members 
Mstep: Class 9 contains 7412 members 
Mstep: Class 10 contains 8907 members 
Mstep: Class 11 contains 4830 members 
Mstep: Class 12 contains 21823 members 
Mstep: Class 13 contains 14833 members 
Mstep: Class 14 contains 10958 members 
Mstep: Class 15 contains 2354 members 
Mstep: Class 16 contains 3614 members 
Mstep: Class 17 contains 77322 members 
Mstep: Class 18 contains 35465 members 
Mstep: Class 19 contains 21822 members 
Mstep: Class 20 contains 6159 members 
Mstep: Class 21 contains 19040 members 
Mstep: Class 22 contains 1532 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 36321 members 
Mstep: Class 25 contains 13930 members 
Mstep: Class 26 contains 5542 members 
Mstep: Class 27 contains 85481 members 
Mstep: Class 28 contains 11493 members 
Mstep: Class 29 contains 69167 members 
Mstep: Class 30 contains 1098 members 
Mstep: Class 31 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80956032.000000 Penalty: 61859.550781
Iteration 63Q: 32 clusters Score -8.095603e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 65530 members 
Mstep: Class 2 contains 11705 members 
Mstep: Class 3 contains 1940 members 
Mstep: Class 4 contains 42046 members 
Mstep: Class 5 contains 10033 members 
Mstep: Class 6 contains 38393 members 
Mstep: Class 7 contains 33825 members 
Mstep: Class 8 contains 3810 members 
Mstep: Class 9 contains 7410 members 
Mstep: Class 10 contains 8905 members 
Mstep: Class 11 contains 4834 members 
Mstep: Class 12 contains 21823 members 
Mstep: Class 13 contains 14828 members 
Mstep: Class 14 contains 10960 members 
Mstep: Class 15 contains 2350 members 
Mstep: Class 16 contains 3621 members 
Mstep: Class 17 contains 77205 members 
Mstep: Class 18 contains 35457 members 
Mstep: Class 19 contains 21822 members 
Mstep: Class 20 contains 6161 members 
Mstep: Class 21 contains 19036 members 
Mstep: Class 22 contains 1536 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 36300 members 
Mstep: Class 25 contains 13944 members 
Mstep: Class 26 contains 5561 members 
Mstep: Class 27 contains 85270 members 
Mstep: Class 28 contains 11492 members 
Mstep: Class 29 contains 69489 members 
Mstep: Class 30 contains 1094 members 
Mstep: Class 31 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80956048.000000 Penalty: 61859.550781
Iteration 64Q: 32 clusters Score -8.095605e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 65527 members 
Mstep: Class 2 contains 11702 members 
Mstep: Class 3 contains 1917 members 
Mstep: Class 4 contains 42032 members 
Mstep: Class 5 contains 10037 members 
Mstep: Class 6 contains 38415 members 
Mstep: Class 7 contains 33821 members 
Mstep: Class 8 contains 3819 members 
Mstep: Class 9 contains 7408 members 
Mstep: Class 10 contains 8900 members 
Mstep: Class 11 contains 4832 members 
Mstep: Class 12 contains 21825 members 
Mstep: Class 13 contains 14823 members 
Mstep: Class 14 contains 10965 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 3630 members 
Mstep: Class 17 contains 77109 members 
Mstep: Class 18 contains 35458 members 
Mstep: Class 19 contains 21822 members 
Mstep: Class 20 contains 6160 members 
Mstep: Class 21 contains 19038 members 
Mstep: Class 22 contains 1544 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 36278 members 
Mstep: Class 25 contains 13956 members 
Mstep: Class 26 contains 5570 members 
Mstep: Class 27 contains 85072 members 
Mstep: Class 28 contains 11493 members 
Mstep: Class 29 contains 69793 members 
Mstep: Class 30 contains 1086 members 
Mstep: Class 31 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80956368.000000 Penalty: 61859.550781
Iteration 65Q: 32 clusters Score -8.095637e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 65518 members 
Mstep: Class 2 contains 11705 members 
Mstep: Class 3 contains 1905 members 
Mstep: Class 4 contains 42012 members 
Mstep: Class 5 contains 10045 members 
Mstep: Class 6 contains 38419 members 
Mstep: Class 7 contains 33819 members 
Mstep: Class 8 contains 3823 members 
Mstep: Class 9 contains 7405 members 
Mstep: Class 10 contains 8896 members 
Mstep: Class 11 contains 4828 members 
Mstep: Class 12 contains 21823 members 
Mstep: Class 13 contains 14817 members 
Mstep: Class 14 contains 10970 members 
Mstep: Class 15 contains 2351 members 
Mstep: Class 16 contains 3638 members 
Mstep: Class 17 contains 77010 members 
Mstep: Class 18 contains 35460 members 
Mstep: Class 19 contains 21822 members 
Mstep: Class 20 contains 6167 members 
Mstep: Class 21 contains 19043 members 
Mstep: Class 22 contains 1544 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 36257 members 
Mstep: Class 25 contains 13978 members 
Mstep: Class 26 contains 5579 members 
Mstep: Class 27 contains 84880 members 
Mstep: Class 28 contains 11495 members 
Mstep: Class 29 contains 70085 members 
Mstep: Class 30 contains 1086 members 
Mstep: Class 31 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 66Q: 32 clusters Score -8.095642e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 65518 members 
Mstep: Class 2 contains 11706 members 
Mstep: Class 3 contains 1899 members 
Mstep: Class 4 contains 42002 members 
Mstep: Class 5 contains 10049 members 
Mstep: Class 6 contains 38434 members 
Mstep: Class 7 contains 33815 members 
Mstep: Class 8 contains 3831 members 
Mstep: Class 9 contains 7403 members 
Mstep: Class 10 contains 8890 members 
Mstep: Class 11 contains 4829 members 
Mstep: Class 12 contains 21822 members 
Mstep: Class 13 contains 14816 members 
Mstep: Class 14 contains 10976 members 
Mstep: Class 15 contains 2350 members 
Mstep: Class 16 contains 3642 members 
Mstep: Class 17 contains 76902 members 
Mstep: Class 18 contains 35459 members 
Mstep: Class 19 contains 21821 members 
Mstep: Class 20 contains 6167 members 
Mstep: Class 21 contains 19044 members 
Mstep: Class 22 contains 1544 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 36241 members 
Mstep: Class 25 contains 13994 members 
Mstep: Class 26 contains 5584 members 
Mstep: Class 27 contains 84694 members 
Mstep: Class 28 contains 11495 members 
Mstep: Class 29 contains 70367 members 
Mstep: Class 30 contains 1086 members 
Mstep: Class 31 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80956576.000000 Penalty: 61859.550781
Iteration 67Q: 32 clusters Score -8.095658e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 65516 members 
Mstep: Class 2 contains 11708 members 
Mstep: Class 3 contains 1892 members 
Mstep: Class 4 contains 42001 members 
Mstep: Class 5 contains 10052 members 
Mstep: Class 6 contains 38449 members 
Mstep: Class 7 contains 33818 members 
Mstep: Class 8 contains 3834 members 
Mstep: Class 9 contains 7399 members 
Mstep: Class 10 contains 8885 members 
Mstep: Class 11 contains 4831 members 
Mstep: Class 12 contains 21820 members 
Mstep: Class 13 contains 14815 members 
Mstep: Class 14 contains 10978 members 
Mstep: Class 15 contains 2349 members 
Mstep: Class 16 contains 3645 members 
Mstep: Class 17 contains 76818 members 
Mstep: Class 18 contains 35458 members 
Mstep: Class 19 contains 21821 members 
Mstep: Class 20 contains 6164 members 
Mstep: Class 21 contains 19047 members 
Mstep: Class 22 contains 1544 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 36235 members 
Mstep: Class 25 contains 13991 members 
Mstep: Class 26 contains 5588 members 
Mstep: Class 27 contains 84487 members 
Mstep: Class 28 contains 11494 members 
Mstep: Class 29 contains 70655 members 
Mstep: Class 30 contains 1086 members 
Mstep: Class 31 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80956544.000000 Penalty: 61859.550781
Iteration 68Q: 32 clusters Score -8.095654e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 65514 members 
Mstep: Class 2 contains 11708 members 
Mstep: Class 3 contains 1881 members 
Mstep: Class 4 contains 42012 members 
Mstep: Class 5 contains 10057 members 
Mstep: Class 6 contains 38472 members 
Mstep: Class 7 contains 33810 members 
Mstep: Class 8 contains 3837 members 
Mstep: Class 9 contains 7395 members 
Mstep: Class 10 contains 8876 members 
Mstep: Class 11 contains 4833 members 
Mstep: Class 12 contains 21821 members 
Mstep: Class 13 contains 14811 members 
Mstep: Class 14 contains 10983 members 
Mstep: Class 15 contains 2349 members 
Mstep: Class 16 contains 3649 members 
Mstep: Class 17 contains 76713 members 
Mstep: Class 18 contains 35456 members 
Mstep: Class 19 contains 21821 members 
Mstep: Class 20 contains 6167 members 
Mstep: Class 21 contains 19043 members 
Mstep: Class 22 contains 1544 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 36221 members 
Mstep: Class 25 contains 13997 members 
Mstep: Class 26 contains 5593 members 
Mstep: Class 27 contains 84295 members 
Mstep: Class 28 contains 11494 members 
Mstep: Class 29 contains 70942 members 
Mstep: Class 30 contains 1086 members 
Mstep: Class 31 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80956624.000000 Penalty: 61859.550781
Iteration 69Q: 32 clusters Score -8.095662e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 65506 members 
Mstep: Class 2 contains 11706 members 
Mstep: Class 3 contains 1869 members 
Mstep: Class 4 contains 42017 members 
Mstep: Class 5 contains 10065 members 
Mstep: Class 6 contains 38479 members 
Mstep: Class 7 contains 33814 members 
Mstep: Class 8 contains 3843 members 
Mstep: Class 9 contains 7397 members 
Mstep: Class 10 contains 8870 members 
Mstep: Class 11 contains 4833 members 
Mstep: Class 12 contains 21820 members 
Mstep: Class 13 contains 14806 members 
Mstep: Class 14 contains 10988 members 
Mstep: Class 15 contains 2351 members 
Mstep: Class 16 contains 3652 members 
Mstep: Class 17 contains 76630 members 
Mstep: Class 18 contains 35457 members 
Mstep: Class 19 contains 21821 members 
Mstep: Class 20 contains 6163 members 
Mstep: Class 21 contains 19038 members 
Mstep: Class 22 contains 1544 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 36212 members 
Mstep: Class 25 contains 14003 members 
Mstep: Class 26 contains 5601 members 
Mstep: Class 27 contains 84107 members 
Mstep: Class 28 contains 11495 members 
Mstep: Class 29 contains 71207 members 
Mstep: Class 30 contains 1086 members 
Mstep: Class 31 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80956696.000000 Penalty: 61859.550781
Iteration 70Q: 32 clusters Score -8.09567e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 65505 members 
Mstep: Class 2 contains 11706 members 
Mstep: Class 3 contains 1856 members 
Mstep: Class 4 contains 42009 members 
Mstep: Class 5 contains 10068 members 
Mstep: Class 6 contains 38496 members 
Mstep: Class 7 contains 33822 members 
Mstep: Class 8 contains 3854 members 
Mstep: Class 9 contains 7391 members 
Mstep: Class 10 contains 8862 members 
Mstep: Class 11 contains 4839 members 
Mstep: Class 12 contains 21820 members 
Mstep: Class 13 contains 14805 members 
Mstep: Class 14 contains 10991 members 
Mstep: Class 15 contains 2349 members 
Mstep: Class 16 contains 3658 members 
Mstep: Class 17 contains 76489 members 
Mstep: Class 18 contains 35457 members 
Mstep: Class 19 contains 21821 members 
Mstep: Class 20 contains 6167 members 
Mstep: Class 21 contains 19040 members 
Mstep: Class 22 contains 1544 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 36195 members 
Mstep: Class 25 contains 14001 members 
Mstep: Class 26 contains 5611 members 
Mstep: Class 27 contains 83940 members 
Mstep: Class 28 contains 11495 members 
Mstep: Class 29 contains 71503 members 
Mstep: Class 30 contains 1086 members 
Mstep: Class 31 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80956768.000000 Penalty: 61859.550781
Iteration 71Q: 32 clusters Score -8.095677e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 65506 members 
Mstep: Class 2 contains 11705 members 
Mstep: Class 3 contains 1845 members 
Mstep: Class 4 contains 42003 members 
Mstep: Class 5 contains 10075 members 
Mstep: Class 6 contains 38503 members 
Mstep: Class 7 contains 33821 members 
Mstep: Class 8 contains 3854 members 
Mstep: Class 9 contains 7390 members 
Mstep: Class 10 contains 8852 members 
Mstep: Class 11 contains 4842 members 
Mstep: Class 12 contains 21820 members 
Mstep: Class 13 contains 14805 members 
Mstep: Class 14 contains 10994 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 3665 members 
Mstep: Class 17 contains 76395 members 
Mstep: Class 18 contains 35458 members 
Mstep: Class 19 contains 21822 members 
Mstep: Class 20 contains 6182 members 
Mstep: Class 21 contains 19041 members 
Mstep: Class 22 contains 1544 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 36176 members 
Mstep: Class 25 contains 13994 members 
Mstep: Class 26 contains 5623 members 
Mstep: Class 27 contains 83757 members 
Mstep: Class 28 contains 11495 members 
Mstep: Class 29 contains 71779 members 
Mstep: Class 30 contains 1086 members 
Mstep: Class 31 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80957064.000000 Penalty: 61859.550781
Iteration 72Q: 32 clusters Score -8.095706e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 65508 members 
Mstep: Class 2 contains 11705 members 
Mstep: Class 3 contains 1840 members 
Mstep: Class 4 contains 41986 members 
Mstep: Class 5 contains 10076 members 
Mstep: Class 6 contains 38514 members 
Mstep: Class 7 contains 33821 members 
Mstep: Class 8 contains 3857 members 
Mstep: Class 9 contains 7387 members 
Mstep: Class 10 contains 8838 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 21820 members 
Mstep: Class 13 contains 14804 members 
Mstep: Class 14 contains 10998 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 3673 members 
Mstep: Class 17 contains 76247 members 
Mstep: Class 18 contains 35459 members 
Mstep: Class 19 contains 21822 members 
Mstep: Class 20 contains 6205 members 
Mstep: Class 21 contains 19037 members 
Mstep: Class 22 contains 1544 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 36159 members 
Mstep: Class 25 contains 13999 members 
Mstep: Class 26 contains 5641 members 
Mstep: Class 27 contains 83602 members 
Mstep: Class 28 contains 11496 members 
Mstep: Class 29 contains 72064 members 
Mstep: Class 30 contains 1086 members 
Mstep: Class 31 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80957128.000000 Penalty: 61859.550781
Iteration 73Q: 32 clusters Score -8.095713e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 65511 members 
Mstep: Class 2 contains 11703 members 
Mstep: Class 3 contains 1838 members 
Mstep: Class 4 contains 41990 members 
Mstep: Class 5 contains 10077 members 
Mstep: Class 6 contains 38520 members 
Mstep: Class 7 contains 33806 members 
Mstep: Class 8 contains 3860 members 
Mstep: Class 9 contains 7388 members 
Mstep: Class 10 contains 8822 members 
Mstep: Class 11 contains 4843 members 
Mstep: Class 12 contains 21819 members 
Mstep: Class 13 contains 14802 members 
Mstep: Class 14 contains 11004 members 
Mstep: Class 15 contains 2348 members 
Mstep: Class 16 contains 3676 members 
Mstep: Class 17 contains 76125 members 
Mstep: Class 18 contains 35456 members 
Mstep: Class 19 contains 21824 members 
Mstep: Class 20 contains 6222 members 
Mstep: Class 21 contains 19032 members 
Mstep: Class 22 contains 1544 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 36147 members 
Mstep: Class 25 contains 14004 members 
Mstep: Class 26 contains 5655 members 
Mstep: Class 27 contains 83469 members 
Mstep: Class 28 contains 11495 members 
Mstep: Class 29 contains 72314 members 
Mstep: Class 30 contains 1086 members 
Mstep: Class 31 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80957200.000000 Penalty: 61859.550781
Iteration 74Q: 32 clusters Score -8.09572e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 65510 members 
Mstep: Class 2 contains 11703 members 
Mstep: Class 3 contains 1833 members 
Mstep: Class 4 contains 41980 members 
Mstep: Class 5 contains 10076 members 
Mstep: Class 6 contains 38527 members 
Mstep: Class 7 contains 33799 members 
Mstep: Class 8 contains 3870 members 
Mstep: Class 9 contains 7381 members 
Mstep: Class 10 contains 8816 members 
Mstep: Class 11 contains 4846 members 
Mstep: Class 12 contains 21819 members 
Mstep: Class 13 contains 14801 members 
Mstep: Class 14 contains 11008 members 
Mstep: Class 15 contains 2347 members 
Mstep: Class 16 contains 3678 members 
Mstep: Class 17 contains 75999 members 
Mstep: Class 18 contains 35454 members 
Mstep: Class 19 contains 21825 members 
Mstep: Class 20 contains 6243 members 
Mstep: Class 21 contains 19033 members 
Mstep: Class 22 contains 1544 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 36135 members 
Mstep: Class 25 contains 14006 members 
Mstep: Class 26 contains 5659 members 
Mstep: Class 27 contains 83347 members 
Mstep: Class 28 contains 11493 members 
Mstep: Class 29 contains 72562 members 
Mstep: Class 30 contains 1086 members 
Mstep: Class 31 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80957296.000000 Penalty: 61859.550781
Iteration 75Q: 32 clusters Score -8.09573e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 65507 members 
Mstep: Class 2 contains 11702 members 
Mstep: Class 3 contains 1830 members 
Mstep: Class 4 contains 41955 members 
Mstep: Class 5 contains 10075 members 
Mstep: Class 6 contains 38538 members 
Mstep: Class 7 contains 33797 members 
Mstep: Class 8 contains 3877 members 
Mstep: Class 9 contains 7374 members 
Mstep: Class 10 contains 8805 members 
Mstep: Class 11 contains 4849 members 
Mstep: Class 12 contains 21819 members 
Mstep: Class 13 contains 14799 members 
Mstep: Class 14 contains 11007 members 
Mstep: Class 15 contains 2349 members 
Mstep: Class 16 contains 3686 members 
Mstep: Class 17 contains 75858 members 
Mstep: Class 18 contains 35453 members 
Mstep: Class 19 contains 21826 members 
Mstep: Class 20 contains 6271 members 
Mstep: Class 21 contains 19030 members 
Mstep: Class 22 contains 1544 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 36121 members 
Mstep: Class 25 contains 14012 members 
Mstep: Class 26 contains 5663 members 
Mstep: Class 27 contains 83266 members 
Mstep: Class 28 contains 11493 members 
Mstep: Class 29 contains 72788 members 
Mstep: Class 30 contains 1086 members 
Mstep: Class 31 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80957608.000000 Penalty: 61859.550781
Iteration 76Q: 32 clusters Score -8.095761e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 65507 members 
Mstep: Class 2 contains 11701 members 
Mstep: Class 3 contains 1823 members 
Mstep: Class 4 contains 41961 members 
Mstep: Class 5 contains 10071 members 
Mstep: Class 6 contains 38552 members 
Mstep: Class 7 contains 33789 members 
Mstep: Class 8 contains 3882 members 
Mstep: Class 9 contains 7371 members 
Mstep: Class 10 contains 8795 members 
Mstep: Class 11 contains 4851 members 
Mstep: Class 12 contains 21819 members 
Mstep: Class 13 contains 14799 members 
Mstep: Class 14 contains 11010 members 
Mstep: Class 15 contains 2350 members 
Mstep: Class 16 contains 3693 members 
Mstep: Class 17 contains 75690 members 
Mstep: Class 18 contains 35451 members 
Mstep: Class 19 contains 21826 members 
Mstep: Class 20 contains 6290 members 
Mstep: Class 21 contains 19030 members 
Mstep: Class 22 contains 1544 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 36104 members 
Mstep: Class 25 contains 14012 members 
Mstep: Class 26 contains 5674 members 
Mstep: Class 27 contains 83189 members 
Mstep: Class 28 contains 11493 members 
Mstep: Class 29 contains 73017 members 
Mstep: Class 30 contains 1086 members 
Mstep: Class 31 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80957704.000000 Penalty: 61859.550781
Iteration 77Q: 32 clusters Score -8.09577e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 65504 members 
Mstep: Class 2 contains 11699 members 
Mstep: Class 3 contains 1822 members 
Mstep: Class 4 contains 41950 members 
Mstep: Class 5 contains 10071 members 
Mstep: Class 6 contains 38553 members 
Mstep: Class 7 contains 33782 members 
Mstep: Class 8 contains 3885 members 
Mstep: Class 9 contains 7366 members 
Mstep: Class 10 contains 8797 members 
Mstep: Class 11 contains 4850 members 
Mstep: Class 12 contains 21819 members 
Mstep: Class 13 contains 14798 members 
Mstep: Class 14 contains 11011 members 
Mstep: Class 15 contains 2352 members 
Mstep: Class 16 contains 3698 members 
Mstep: Class 17 contains 75527 members 
Mstep: Class 18 contains 35453 members 
Mstep: Class 19 contains 21826 members 
Mstep: Class 20 contains 6319 members 
Mstep: Class 21 contains 19028 members 
Mstep: Class 22 contains 1544 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 36085 members 
Mstep: Class 25 contains 14025 members 
Mstep: Class 26 contains 5685 members 
Mstep: Class 27 contains 83140 members 
Mstep: Class 28 contains 11493 members 
Mstep: Class 29 contains 73212 members 
Mstep: Class 30 contains 1086 members 
Mstep: Class 31 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80957752.000000 Penalty: 61859.550781
Iteration 78Q: 32 clusters Score -8.095775e+07 nChanged 590
Entering ConstructFrom: 
Score: -80957752.000000 Penalty: 61859.550781
Entering ConstructFrom: 
Trying to split cluster 1 (65509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65509 members 
Entering Unmasked Estep 
Score: -8165657.000000 Penalty: 1650.183594
	Iteration 0F: 2 clusters Score -8165657 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32859 members 
Mstep: Class 2 contains 32650 members 
Entering Unmasked Estep 
Score: -8124865.000000 Penalty: 3300.367188
	Iteration 0F: 3 clusters Score -8124865 nChanged 30558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33247 members 
Mstep: Class 2 contains 32262 members 
Entering Unmasked Estep 
Score: -8142074.000000 Penalty: 3300.367188
	Iteration 1F: 3 clusters Score -8142074 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33581 members 
Mstep: Class 2 contains 31928 members 
Entering Unmasked Estep 
Score: -8142735.000000 Penalty: 3300.367188
	Iteration 2Q: 3 clusters Score -8142735 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34051 members 
Mstep: Class 2 contains 31458 members 
Entering Unmasked Estep 
Score: -8143385.500000 Penalty: 3300.367188
	Iteration 3Q: 3 clusters Score -8143386 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34688 members 
Mstep: Class 2 contains 30821 members 
Entering Unmasked Estep 
Score: -8143977.000000 Penalty: 3300.367188
	Iteration 4Q: 3 clusters Score -8143977 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35604 members 
Mstep: Class 2 contains 29905 members 
Entering Unmasked Estep 
Score: -8144670.500000 Penalty: 3300.367188
	Iteration 5Q: 3 clusters Score -8144670 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36857 members 
Mstep: Class 2 contains 28652 members 
Entering Unmasked Estep 
Score: -8145403.000000 Penalty: 3300.367188
	Iteration 6Q: 3 clusters Score -8145403 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38592 members 
Mstep: Class 2 contains 26917 members 
Entering Unmasked Estep 
Score: -8146254.500000 Penalty: 3300.367188
	Iteration 7Q: 3 clusters Score -8146254 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40919 members 
Mstep: Class 2 contains 24590 members 
Entering Unmasked Estep 
Score: -8147498.500000 Penalty: 3300.367188
	Iteration 8Q: 3 clusters Score -8147498 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43941 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -8149066.000000 Penalty: 3300.367188
	Iteration 9F: 3 clusters Score -8149066 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47569 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -8151195.500000 Penalty: 3300.367188
	Iteration 10F: 3 clusters Score -8151196 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51514 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -8153912.500000 Penalty: 3300.367188
	Iteration 11F: 3 clusters Score -8153912 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55353 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -8156788.000000 Penalty: 3300.367188
	Iteration 12F: 3 clusters Score -8156788 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58644 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -8159593.500000 Penalty: 3300.367188
	Iteration 13F: 3 clusters Score -8159594 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60876 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -8161829.500000 Penalty: 3300.367188
	Iteration 14Q: 3 clusters Score -8161830 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61958 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -8163481.500000 Penalty: 3300.367188
	Iteration 15Q: 3 clusters Score -8163482 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62222 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -8164327.500000 Penalty: 3300.367188
	Iteration 16Q: 3 clusters Score -8164328 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62244 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -8164805.500000 Penalty: 3300.367188
	Iteration 17Q: 3 clusters Score -8164806 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62100 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -8165149.000000 Penalty: 3300.367188
	Iteration 18Q: 3 clusters Score -8165149 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61900 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -8165407.500000 Penalty: 3300.367188
	Iteration 19Q: 3 clusters Score -8165408 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61663 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -8165629.500000 Penalty: 3300.367188
	Iteration 20F: 3 clusters Score -8165630 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61381 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -8165871.000000 Penalty: 3300.367188
	Iteration 21Q: 3 clusters Score -8165871 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61072 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -8166089.500000 Penalty: 3300.367188
	Iteration 22Q: 3 clusters Score -8166090 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60762 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -8166269.500000 Penalty: 3300.367188
	Iteration 23Q: 3 clusters Score -8166270 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60417 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -8166444.000000 Penalty: 3300.367188
	Iteration 24Q: 3 clusters Score -8166444 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60057 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -8166630.000000 Penalty: 3300.367188
	Iteration 25Q: 3 clusters Score -8166630 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59694 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -8166792.500000 Penalty: 3300.367188
	Iteration 26Q: 3 clusters Score -8166792 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59329 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -8166955.000000 Penalty: 3300.367188
	Iteration 27Q: 3 clusters Score -8166955 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59008 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -8167085.000000 Penalty: 3300.367188
	Iteration 28Q: 3 clusters Score -8167085 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58739 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -8167197.500000 Penalty: 3300.367188
	Iteration 29Q: 3 clusters Score -8167198 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58502 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -8167274.000000 Penalty: 3300.367188
	Iteration 30Q: 3 clusters Score -8167274 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58301 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -8167334.000000 Penalty: 3300.367188
	Iteration 31Q: 3 clusters Score -8167334 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58125 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -8167355.500000 Penalty: 3300.367188
	Iteration 32Q: 3 clusters Score -8167356 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57950 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -8167401.000000 Penalty: 3300.367188
	Iteration 33Q: 3 clusters Score -8167401 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57776 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -8167458.500000 Penalty: 3300.367188
	Iteration 34Q: 3 clusters Score -8167458 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57629 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -8167507.500000 Penalty: 3300.367188
	Iteration 35Q: 3 clusters Score -8167508 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57472 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -8167512.500000 Penalty: 3300.367188
	Iteration 36Q: 3 clusters Score -8167512 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57344 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -8167545.000000 Penalty: 3300.367188
	Iteration 37Q: 3 clusters Score -8167545 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57232 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -8167566.500000 Penalty: 3300.367188
	Iteration 38Q: 3 clusters Score -8167566 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57120 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -8167577.500000 Penalty: 3300.367188
	Iteration 39Q: 3 clusters Score -8167578 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57014 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -8167601.000000 Penalty: 3300.367188
	Iteration 40F: 3 clusters Score -8167601 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56897 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -8167619.000000 Penalty: 3300.367188
	Iteration 41Q: 3 clusters Score -8167619 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56769 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -8167643.500000 Penalty: 3300.367188
	Iteration 42Q: 3 clusters Score -8167644 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56647 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -8167696.000000 Penalty: 3300.367188
	Iteration 43Q: 3 clusters Score -8167696 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56521 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -8167701.000000 Penalty: 3300.367188
	Iteration 44Q: 3 clusters Score -8167701 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56394 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -8167759.000000 Penalty: 3300.367188
	Iteration 45Q: 3 clusters Score -8167759 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56258 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -8167774.500000 Penalty: 3300.367188
	Iteration 46Q: 3 clusters Score -8167774 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56134 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -8167808.000000 Penalty: 3300.367188
	Iteration 47Q: 3 clusters Score -8167808 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56030 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -8167836.000000 Penalty: 3300.367188
	Iteration 48Q: 3 clusters Score -8167836 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55925 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -8167864.000000 Penalty: 3300.367188
	Iteration 49Q: 3 clusters Score -8167864 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55825 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -8167897.500000 Penalty: 3300.367188
	Iteration 50Q: 3 clusters Score -8167898 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55733 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -8167939.000000 Penalty: 3300.367188
	Iteration 51Q: 3 clusters Score -8167939 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55633 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -8167925.500000 Penalty: 3300.367188
	Iteration 52Q: 3 clusters Score -8167926 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55545 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -8167925.000000 Penalty: 3300.367188
	Iteration 53Q: 3 clusters Score -8167925 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55458 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -8167929.000000 Penalty: 3300.367188
	Iteration 54Q: 3 clusters Score -8167929 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55360 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -8167933.000000 Penalty: 3300.367188
	Iteration 55Q: 3 clusters Score -8167933 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55287 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -8167961.500000 Penalty: 3300.367188
	Iteration 56Q: 3 clusters Score -8167962 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55216 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -8168010.000000 Penalty: 3300.367188
	Iteration 57Q: 3 clusters Score -8168010 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55140 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -8168020.000000 Penalty: 3300.367188
	Iteration 58Q: 3 clusters Score -8168020 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55075 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -8168042.000000 Penalty: 3300.367188
	Iteration 59Q: 3 clusters Score -8168042 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55025 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -8168068.000000 Penalty: 3300.367188
	Iteration 60F: 3 clusters Score -8168068 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54974 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -8168057.000000 Penalty: 3300.367188
	Iteration 61Q: 3 clusters Score -8168057 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54926 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -8168057.500000 Penalty: 3300.367188
	Iteration 62Q: 3 clusters Score -8168058 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54885 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -8168061.500000 Penalty: 3300.367188
	Iteration 63Q: 3 clusters Score -8168062 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54846 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -8168055.500000 Penalty: 3300.367188
	Iteration 64Q: 3 clusters Score -8168056 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54807 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -8168064.000000 Penalty: 3300.367188
	Iteration 65Q: 3 clusters Score -8168064 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54770 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -8168074.000000 Penalty: 3300.367188
	Iteration 66Q: 3 clusters Score -8168074 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54714 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -8168078.000000 Penalty: 3300.367188
	Iteration 67Q: 3 clusters Score -8168078 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54654 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -8168082.500000 Penalty: 3300.367188
	Iteration 68Q: 3 clusters Score -8168082 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54596 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -8168074.000000 Penalty: 3300.367188
	Iteration 69Q: 3 clusters Score -8168074 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54540 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -8168070.000000 Penalty: 3300.367188
	Iteration 70Q: 3 clusters Score -8168070 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54488 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -8168079.000000 Penalty: 3300.367188
	Iteration 71Q: 3 clusters Score -8168079 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54433 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -8168095.000000 Penalty: 3300.367188
	Iteration 72Q: 3 clusters Score -8168095 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54379 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -8168112.000000 Penalty: 3300.367188
	Iteration 73Q: 3 clusters Score -8168112 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54337 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -8168123.000000 Penalty: 3300.367188
	Iteration 74Q: 3 clusters Score -8168123 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54306 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -8168114.000000 Penalty: 3300.367188
	Iteration 75Q: 3 clusters Score -8168114 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54272 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -8168116.000000 Penalty: 3300.367188
	Iteration 76Q: 3 clusters Score -8168116 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54241 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -8168103.000000 Penalty: 3300.367188
	Iteration 77Q: 3 clusters Score -8168103 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54220 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -8168103.500000 Penalty: 3300.367188
	Iteration 78Q: 3 clusters Score -8168104 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54202 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -8168114.000000 Penalty: 3300.367188
	Iteration 79Q: 3 clusters Score -8168114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54192 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -8168117.500000 Penalty: 3300.367188
	Iteration 80F: 3 clusters Score -8168118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54186 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -8168108.500000 Penalty: 3300.367188
	Iteration 81Q: 3 clusters Score -8168108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54180 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -8168106.500000 Penalty: 3300.367188
	Iteration 82Q: 3 clusters Score -8168106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54175 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -8168111.500000 Penalty: 3300.367188
	Iteration 83Q: 3 clusters Score -8168112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54170 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -8168112.000000 Penalty: 3300.367188
	Iteration 84Q: 3 clusters Score -8168112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54164 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -8168116.000000 Penalty: 3300.367188
	Iteration 85Q: 3 clusters Score -8168116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54157 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -8168116.500000 Penalty: 3300.367188
	Iteration 86Q: 3 clusters Score -8168116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54154 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -8168119.500000 Penalty: 3300.367188
	Iteration 87Q: 3 clusters Score -8168120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54148 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -8168106.500000 Penalty: 3300.367188
	Iteration 88Q: 3 clusters Score -8168106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54144 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -8168112.000000 Penalty: 3300.367188
	Iteration 89Q: 3 clusters Score -8168112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54143 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -8168111.000000 Penalty: 3300.367188
	Iteration 90Q: 3 clusters Score -8168111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54140 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -8168110.000000 Penalty: 3300.367188
	Iteration 91Q: 3 clusters Score -8168110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54136 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -8168118.000000 Penalty: 3300.367188
	Iteration 92Q: 3 clusters Score -8168118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54130 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -8168111.000000 Penalty: 3300.367188
	Iteration 93Q: 3 clusters Score -8168111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54127 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -8168117.500000 Penalty: 3300.367188
	Iteration 94Q: 3 clusters Score -8168118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54121 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -8168121.500000 Penalty: 3300.367188
	Iteration 95Q: 3 clusters Score -8168122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54114 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -8168121.500000 Penalty: 3300.367188
	Iteration 96Q: 3 clusters Score -8168122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54106 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -8168125.500000 Penalty: 3300.367188
	Iteration 97Q: 3 clusters Score -8168126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54099 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -8168124.000000 Penalty: 3300.367188
	Iteration 98Q: 3 clusters Score -8168124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54092 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -8168135.500000 Penalty: 3300.367188
	Iteration 99Q: 3 clusters Score -8168136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54087 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -8168134.000000 Penalty: 3300.367188
	Iteration 100F: 3 clusters Score -8168134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54085 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -8168134.000000 Penalty: 3300.367188
	Iteration 101Q: 3 clusters Score -8168134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54080 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -8168128.500000 Penalty: 3300.367188
	Iteration 102Q: 3 clusters Score -8168128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54074 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -8168132.000000 Penalty: 3300.367188
	Iteration 103Q: 3 clusters Score -8168132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54070 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -8168127.000000 Penalty: 3300.367188
	Iteration 104Q: 3 clusters Score -8168127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54066 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -8168126.500000 Penalty: 3300.367188
	Iteration 105Q: 3 clusters Score -8168126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54061 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -8168121.000000 Penalty: 3300.367188
	Iteration 106Q: 3 clusters Score -8168121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54057 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -8168121.500000 Penalty: 3300.367188
	Iteration 107Q: 3 clusters Score -8168122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54055 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -8168128.000000 Penalty: 3300.367188
	Iteration 108Q: 3 clusters Score -8168128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54052 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -8168126.000000 Penalty: 3300.367188
	Iteration 109Q: 3 clusters Score -8168126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54050 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -8168121.000000 Penalty: 3300.367188
	Iteration 110Q: 3 clusters Score -8168121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54049 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -8168124.000000 Penalty: 3300.367188
	Iteration 111Q: 3 clusters Score -8168124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54048 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -8168121.500000 Penalty: 3300.367188
	Iteration 112Q: 3 clusters Score -8168122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54048 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -8168121.500000 Penalty: 3300.367188
	Iteration 113F: 3 clusters Score -8168122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 54048 members 
Mstep: Class 2 contains 11698 members 
Mstep: Class 3 contains 1818 members 
Mstep: Class 4 contains 41950 members 
Mstep: Class 5 contains 10075 members 
Mstep: Class 6 contains 38556 members 
Mstep: Class 7 contains 33773 members 
Mstep: Class 8 contains 3890 members 
Mstep: Class 9 contains 7362 members 
Mstep: Class 10 contains 8794 members 
Mstep: Class 11 contains 4846 members 
Mstep: Class 12 contains 21819 members 
Mstep: Class 13 contains 14797 members 
Mstep: Class 14 contains 11010 members 
Mstep: Class 15 contains 2356 members 
Mstep: Class 16 contains 3705 members 
Mstep: Class 17 contains 75366 members 
Mstep: Class 18 contains 35453 members 
Mstep: Class 19 contains 21826 members 
Mstep: Class 20 contains 6352 members 
Mstep: Class 21 contains 19029 members 
Mstep: Class 22 contains 1544 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 36063 members 
Mstep: Class 25 contains 14033 members 
Mstep: Class 26 contains 5691 members 
Mstep: Class 27 contains 83112 members 
Mstep: Class 28 contains 11494 members 
Mstep: Class 29 contains 73373 members 
Mstep: Class 30 contains 1086 members 
Mstep: Class 31 contains 388 members 
Mstep: Class 32 contains 11461 members 
Entering Unmasked Estep 
Score: -80960056.000000 Penalty: 63855.019531
Splitting cluster 1 changes total score from -80957752.000000 to -80960056.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 2 (11698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Entering Unmasked Estep 
Score: -1470980.875000 Penalty: 1393.835449
	Iteration 0F: 2 clusters Score -1470981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1463073.750000 Penalty: 2787.670898
	Iteration 0F: 3 clusters Score -1463074 nChanged 4936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1465608.000000 Penalty: 2787.670898
	Iteration 1F: 3 clusters Score -1465608 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1465888.500000 Penalty: 2787.670898
	Iteration 2F: 3 clusters Score -1465888 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1466085.750000 Penalty: 2787.670898
	Iteration 3Q: 3 clusters Score -1466086 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1466225.125000 Penalty: 2787.670898
	Iteration 4Q: 3 clusters Score -1466225 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1466329.250000 Penalty: 2787.670898
	Iteration 5Q: 3 clusters Score -1466329 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1466423.250000 Penalty: 2787.670898
	Iteration 6Q: 3 clusters Score -1466423 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1466506.750000 Penalty: 2787.670898
	Iteration 7Q: 3 clusters Score -1466507 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1466623.875000 Penalty: 2787.670898
	Iteration 8Q: 3 clusters Score -1466624 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1466763.500000 Penalty: 2787.670898
	Iteration 9Q: 3 clusters Score -1466764 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1466936.250000 Penalty: 2787.670898
	Iteration 10Q: 3 clusters Score -1466936 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1467166.500000 Penalty: 2787.670898
	Iteration 11Q: 3 clusters Score -1467166 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1467450.750000 Penalty: 2787.670898
	Iteration 12Q: 3 clusters Score -1467451 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1467791.500000 Penalty: 2787.670898
	Iteration 13Q: 3 clusters Score -1467792 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1468180.250000 Penalty: 2787.670898
	Iteration 14Q: 3 clusters Score -1468180 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1468577.500000 Penalty: 2787.670898
	Iteration 15Q: 3 clusters Score -1468578 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1468954.500000 Penalty: 2787.670898
	Iteration 16Q: 3 clusters Score -1468954 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1469229.500000 Penalty: 2787.670898
	Iteration 17Q: 3 clusters Score -1469230 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1469434.625000 Penalty: 2787.670898
	Iteration 18Q: 3 clusters Score -1469435 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1469586.250000 Penalty: 2787.670898
	Iteration 19Q: 3 clusters Score -1469586 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1469672.625000 Penalty: 2787.670898
	Iteration 20F: 3 clusters Score -1469673 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1469726.250000 Penalty: 2787.670898
	Iteration 21Q: 3 clusters Score -1469726 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1469769.125000 Penalty: 2787.670898
	Iteration 22Q: 3 clusters Score -1469769 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1469806.625000 Penalty: 2787.670898
	Iteration 23Q: 3 clusters Score -1469807 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1469828.875000 Penalty: 2787.670898
	Iteration 24Q: 3 clusters Score -1469829 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1469845.875000 Penalty: 2787.670898
	Iteration 25Q: 3 clusters Score -1469846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1469854.750000 Penalty: 2787.670898
	Iteration 26Q: 3 clusters Score -1469855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1469859.125000 Penalty: 2787.670898
	Iteration 27Q: 3 clusters Score -1469859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1469871.875000 Penalty: 2787.670898
	Iteration 28Q: 3 clusters Score -1469872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1469885.750000 Penalty: 2787.670898
	Iteration 29Q: 3 clusters Score -1469886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1469895.000000 Penalty: 2787.670898
	Iteration 30Q: 3 clusters Score -1469895 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1469901.750000 Penalty: 2787.670898
	Iteration 31Q: 3 clusters Score -1469902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1469905.500000 Penalty: 2787.670898
	Iteration 32Q: 3 clusters Score -1469906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1469909.500000 Penalty: 2787.670898
	Iteration 33Q: 3 clusters Score -1469910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1469914.750000 Penalty: 2787.670898
	Iteration 34Q: 3 clusters Score -1469915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1469916.375000 Penalty: 2787.670898
	Iteration 35Q: 3 clusters Score -1469916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1469916.500000 Penalty: 2787.670898
	Iteration 36Q: 3 clusters Score -1469916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1469919.625000 Penalty: 2787.670898
	Iteration 37Q: 3 clusters Score -1469920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1469922.500000 Penalty: 2787.670898
	Iteration 38Q: 3 clusters Score -1469922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -1469924.750000 Penalty: 2787.670898
	Iteration 39Q: 3 clusters Score -1469925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -1469924.750000 Penalty: 2787.670898
	Iteration 40F: 3 clusters Score -1469925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Entering Unmasked Estep 
Score: -223686.406250 Penalty: 1116.817261
	Iteration 0F: 2 clusters Score -223686.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -221881.625000 Penalty: 2233.634521
	Iteration 0F: 3 clusters Score -221881.6 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -222323.890625 Penalty: 2233.634521
	Iteration 1F: 3 clusters Score -222323.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -222454.937500 Penalty: 2233.634521
	Iteration 2F: 3 clusters Score -222454.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -222518.359375 Penalty: 2233.634521
	Iteration 3Q: 3 clusters Score -222518.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -222565.171875 Penalty: 2233.634521
	Iteration 4Q: 3 clusters Score -222565.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -222586.531250 Penalty: 2233.634521
	Iteration 5Q: 3 clusters Score -222586.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -222603.203125 Penalty: 2233.634521
	Iteration 6Q: 3 clusters Score -222603.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -222612.359375 Penalty: 2233.634521
	Iteration 7Q: 3 clusters Score -222612.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -222615.093750 Penalty: 2233.634521
	Iteration 8Q: 3 clusters Score -222615.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -222617.656250 Penalty: 2233.634521
	Iteration 9Q: 3 clusters Score -222617.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -222618.843750 Penalty: 2233.634521
	Iteration 10Q: 3 clusters Score -222618.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -222619.421875 Penalty: 2233.634521
	Iteration 11Q: 3 clusters Score -222619.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -222620.000000 Penalty: 2233.634521
	Iteration 12Q: 3 clusters Score -222620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -222620.000000 Penalty: 2233.634521
	Iteration 13F: 3 clusters Score -222620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (41950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41950 members 
Entering Unmasked Estep 
Score: -5108414.500000 Penalty: 1583.862061
	Iteration 0F: 2 clusters Score -5108414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 20960 members 
Entering Unmasked Estep 
Score: -5081220.000000 Penalty: 3167.724121
	Iteration 0F: 3 clusters Score -5081220 nChanged 19159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -5091818.500000 Penalty: 3167.724121
	Iteration 1F: 3 clusters Score -5091818 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20892 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -5092300.000000 Penalty: 3167.724121
	Iteration 2Q: 3 clusters Score -5092300 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -5092714.500000 Penalty: 3167.724121
	Iteration 3Q: 3 clusters Score -5092714 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 21214 members 
Entering Unmasked Estep 
Score: -5093079.500000 Penalty: 3167.724121
	Iteration 4Q: 3 clusters Score -5093080 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20584 members 
Mstep: Class 2 contains 21366 members 
Entering Unmasked Estep 
Score: -5093459.500000 Penalty: 3167.724121
	Iteration 5Q: 3 clusters Score -5093460 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -5093940.500000 Penalty: 3167.724121
	Iteration 6Q: 3 clusters Score -5093940 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -5094472.500000 Penalty: 3167.724121
	Iteration 7Q: 3 clusters Score -5094472 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -5095201.000000 Penalty: 3167.724121
	Iteration 8Q: 3 clusters Score -5095201 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 22285 members 
Entering Unmasked Estep 
Score: -5096146.500000 Penalty: 3167.724121
	Iteration 9Q: 3 clusters Score -5096146 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 22803 members 
Entering Unmasked Estep 
Score: -5097221.000000 Penalty: 3167.724121
	Iteration 10Q: 3 clusters Score -5097221 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 23444 members 
Entering Unmasked Estep 
Score: -5098565.000000 Penalty: 3167.724121
	Iteration 11F: 3 clusters Score -5098565 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 24149 members 
Entering Unmasked Estep 
Score: -5100056.000000 Penalty: 3167.724121
	Iteration 12F: 3 clusters Score -5100056 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 24799 members 
Entering Unmasked Estep 
Score: -5101361.500000 Penalty: 3167.724121
	Iteration 13F: 3 clusters Score -5101362 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 25425 members 
Entering Unmasked Estep 
Score: -5102263.000000 Penalty: 3167.724121
	Iteration 14Q: 3 clusters Score -5102263 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 25969 members 
Entering Unmasked Estep 
Score: -5102792.000000 Penalty: 3167.724121
	Iteration 15Q: 3 clusters Score -5102792 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 26454 members 
Entering Unmasked Estep 
Score: -5103112.000000 Penalty: 3167.724121
	Iteration 16Q: 3 clusters Score -5103112 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 26920 members 
Entering Unmasked Estep 
Score: -5103372.500000 Penalty: 3167.724121
	Iteration 17Q: 3 clusters Score -5103372 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 27358 members 
Entering Unmasked Estep 
Score: -5103567.500000 Penalty: 3167.724121
	Iteration 18Q: 3 clusters Score -5103568 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 27758 members 
Entering Unmasked Estep 
Score: -5103764.500000 Penalty: 3167.724121
	Iteration 19Q: 3 clusters Score -5103764 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 28119 members 
Entering Unmasked Estep 
Score: -5103951.000000 Penalty: 3167.724121
	Iteration 20F: 3 clusters Score -5103951 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 28495 members 
Entering Unmasked Estep 
Score: -5104136.000000 Penalty: 3167.724121
	Iteration 21Q: 3 clusters Score -5104136 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 28829 members 
Entering Unmasked Estep 
Score: -5104279.000000 Penalty: 3167.724121
	Iteration 22Q: 3 clusters Score -5104279 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 29126 members 
Entering Unmasked Estep 
Score: -5104412.500000 Penalty: 3167.724121
	Iteration 23Q: 3 clusters Score -5104412 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 29446 members 
Entering Unmasked Estep 
Score: -5104541.000000 Penalty: 3167.724121
	Iteration 24Q: 3 clusters Score -5104541 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 29764 members 
Entering Unmasked Estep 
Score: -5104624.000000 Penalty: 3167.724121
	Iteration 25Q: 3 clusters Score -5104624 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 30078 members 
Entering Unmasked Estep 
Score: -5104707.000000 Penalty: 3167.724121
	Iteration 26Q: 3 clusters Score -5104707 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 30363 members 
Entering Unmasked Estep 
Score: -5104804.000000 Penalty: 3167.724121
	Iteration 27Q: 3 clusters Score -5104804 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 30631 members 
Entering Unmasked Estep 
Score: -5104864.000000 Penalty: 3167.724121
	Iteration 28Q: 3 clusters Score -5104864 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 30881 members 
Entering Unmasked Estep 
Score: -5104933.000000 Penalty: 3167.724121
	Iteration 29Q: 3 clusters Score -5104933 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 31134 members 
Entering Unmasked Estep 
Score: -5105013.000000 Penalty: 3167.724121
	Iteration 30Q: 3 clusters Score -5105013 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 31363 members 
Entering Unmasked Estep 
Score: -5105056.500000 Penalty: 3167.724121
	Iteration 31Q: 3 clusters Score -5105056 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 31559 members 
Entering Unmasked Estep 
Score: -5105085.500000 Penalty: 3167.724121
	Iteration 32Q: 3 clusters Score -5105086 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 31762 members 
Entering Unmasked Estep 
Score: -5105104.000000 Penalty: 3167.724121
	Iteration 33Q: 3 clusters Score -5105104 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 31973 members 
Entering Unmasked Estep 
Score: -5105161.500000 Penalty: 3167.724121
	Iteration 34Q: 3 clusters Score -5105162 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 32171 members 
Entering Unmasked Estep 
Score: -5105195.500000 Penalty: 3167.724121
	Iteration 35Q: 3 clusters Score -5105196 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 32355 members 
Entering Unmasked Estep 
Score: -5105218.000000 Penalty: 3167.724121
	Iteration 36Q: 3 clusters Score -5105218 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 32536 members 
Entering Unmasked Estep 
Score: -5105241.500000 Penalty: 3167.724121
	Iteration 37Q: 3 clusters Score -5105242 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 32710 members 
Entering Unmasked Estep 
Score: -5105274.500000 Penalty: 3167.724121
	Iteration 38Q: 3 clusters Score -5105274 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 32906 members 
Entering Unmasked Estep 
Score: -5105305.000000 Penalty: 3167.724121
	Iteration 39Q: 3 clusters Score -5105305 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 33089 members 
Entering Unmasked Estep 
Score: -5105313.000000 Penalty: 3167.724121
	Iteration 40F: 3 clusters Score -5105313 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 33268 members 
Entering Unmasked Estep 
Score: -5105346.500000 Penalty: 3167.724121
	Iteration 41Q: 3 clusters Score -5105346 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 33443 members 
Entering Unmasked Estep 
Score: -5105384.000000 Penalty: 3167.724121
	Iteration 42Q: 3 clusters Score -5105384 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 33614 members 
Entering Unmasked Estep 
Score: -5105429.000000 Penalty: 3167.724121
	Iteration 43Q: 3 clusters Score -5105429 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 33782 members 
Entering Unmasked Estep 
Score: -5105481.000000 Penalty: 3167.724121
	Iteration 44Q: 3 clusters Score -5105481 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 33962 members 
Entering Unmasked Estep 
Score: -5105489.000000 Penalty: 3167.724121
	Iteration 45Q: 3 clusters Score -5105489 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 34131 members 
Entering Unmasked Estep 
Score: -5105519.500000 Penalty: 3167.724121
	Iteration 46Q: 3 clusters Score -5105520 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 34308 members 
Entering Unmasked Estep 
Score: -5105558.500000 Penalty: 3167.724121
	Iteration 47Q: 3 clusters Score -5105558 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 34471 members 
Entering Unmasked Estep 
Score: -5105580.000000 Penalty: 3167.724121
	Iteration 48Q: 3 clusters Score -5105580 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 34642 members 
Entering Unmasked Estep 
Score: -5105629.500000 Penalty: 3167.724121
	Iteration 49Q: 3 clusters Score -5105630 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 34831 members 
Entering Unmasked Estep 
Score: -5105665.000000 Penalty: 3167.724121
	Iteration 50Q: 3 clusters Score -5105665 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 35019 members 
Entering Unmasked Estep 
Score: -5105679.000000 Penalty: 3167.724121
	Iteration 51Q: 3 clusters Score -5105679 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 35207 members 
Entering Unmasked Estep 
Score: -5105733.500000 Penalty: 3167.724121
	Iteration 52Q: 3 clusters Score -5105734 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 35414 members 
Entering Unmasked Estep 
Score: -5105782.000000 Penalty: 3167.724121
	Iteration 53Q: 3 clusters Score -5105782 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 35627 members 
Entering Unmasked Estep 
Score: -5105836.500000 Penalty: 3167.724121
	Iteration 54Q: 3 clusters Score -5105836 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 35849 members 
Entering Unmasked Estep 
Score: -5105872.500000 Penalty: 3167.724121
	Iteration 55Q: 3 clusters Score -5105872 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 36063 members 
Entering Unmasked Estep 
Score: -5105922.000000 Penalty: 3167.724121
	Iteration 56Q: 3 clusters Score -5105922 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 36285 members 
Entering Unmasked Estep 
Score: -5105966.500000 Penalty: 3167.724121
	Iteration 57Q: 3 clusters Score -5105966 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 36536 members 
Entering Unmasked Estep 
Score: -5106017.000000 Penalty: 3167.724121
	Iteration 58Q: 3 clusters Score -5106017 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 36796 members 
Entering Unmasked Estep 
Score: -5106117.500000 Penalty: 3167.724121
	Iteration 59Q: 3 clusters Score -5106118 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 37055 members 
Entering Unmasked Estep 
Score: -5106195.500000 Penalty: 3167.724121
	Iteration 60F: 3 clusters Score -5106196 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 37317 members 
Entering Unmasked Estep 
Score: -5106276.500000 Penalty: 3167.724121
	Iteration 61Q: 3 clusters Score -5106276 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 37584 members 
Entering Unmasked Estep 
Score: -5106349.000000 Penalty: 3167.724121
	Iteration 62Q: 3 clusters Score -5106349 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 37869 members 
Entering Unmasked Estep 
Score: -5106481.500000 Penalty: 3167.724121
	Iteration 63Q: 3 clusters Score -5106482 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 38145 members 
Entering Unmasked Estep 
Score: -5106607.000000 Penalty: 3167.724121
	Iteration 64Q: 3 clusters Score -5106607 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 38424 members 
Entering Unmasked Estep 
Score: -5106731.000000 Penalty: 3167.724121
	Iteration 65Q: 3 clusters Score -5106731 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 38655 members 
Entering Unmasked Estep 
Score: -5106846.000000 Penalty: 3167.724121
	Iteration 66Q: 3 clusters Score -5106846 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 38897 members 
Entering Unmasked Estep 
Score: -5106978.000000 Penalty: 3167.724121
	Iteration 67Q: 3 clusters Score -5106978 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 39074 members 
Entering Unmasked Estep 
Score: -5107069.000000 Penalty: 3167.724121
	Iteration 68Q: 3 clusters Score -5107069 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 39220 members 
Entering Unmasked Estep 
Score: -5107139.000000 Penalty: 3167.724121
	Iteration 69Q: 3 clusters Score -5107139 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 39355 members 
Entering Unmasked Estep 
Score: -5107209.500000 Penalty: 3167.724121
	Iteration 70Q: 3 clusters Score -5107210 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 39466 members 
Entering Unmasked Estep 
Score: -5107258.500000 Penalty: 3167.724121
	Iteration 71Q: 3 clusters Score -5107258 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 39571 members 
Entering Unmasked Estep 
Score: -5107317.500000 Penalty: 3167.724121
	Iteration 72Q: 3 clusters Score -5107318 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 39677 members 
Entering Unmasked Estep 
Score: -5107356.000000 Penalty: 3167.724121
	Iteration 73Q: 3 clusters Score -5107356 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 39757 members 
Entering Unmasked Estep 
Score: -5107393.000000 Penalty: 3167.724121
	Iteration 74Q: 3 clusters Score -5107393 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 39856 members 
Entering Unmasked Estep 
Score: -5107416.500000 Penalty: 3167.724121
	Iteration 75Q: 3 clusters Score -5107416 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 39934 members 
Entering Unmasked Estep 
Score: -5107454.500000 Penalty: 3167.724121
	Iteration 76Q: 3 clusters Score -5107454 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 39991 members 
Entering Unmasked Estep 
Score: -5107493.000000 Penalty: 3167.724121
	Iteration 77Q: 3 clusters Score -5107493 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 40053 members 
Entering Unmasked Estep 
Score: -5107515.000000 Penalty: 3167.724121
	Iteration 78Q: 3 clusters Score -5107515 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 40107 members 
Entering Unmasked Estep 
Score: -5107537.000000 Penalty: 3167.724121
	Iteration 79Q: 3 clusters Score -5107537 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 40148 members 
Entering Unmasked Estep 
Score: -5107546.500000 Penalty: 3167.724121
	Iteration 80F: 3 clusters Score -5107546 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 40182 members 
Entering Unmasked Estep 
Score: -5107556.500000 Penalty: 3167.724121
	Iteration 81Q: 3 clusters Score -5107556 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 40215 members 
Entering Unmasked Estep 
Score: -5107568.000000 Penalty: 3167.724121
	Iteration 82Q: 3 clusters Score -5107568 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 40243 members 
Entering Unmasked Estep 
Score: -5107577.500000 Penalty: 3167.724121
	Iteration 83Q: 3 clusters Score -5107578 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 40260 members 
Entering Unmasked Estep 
Score: -5107577.000000 Penalty: 3167.724121
	Iteration 84Q: 3 clusters Score -5107577 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 40283 members 
Entering Unmasked Estep 
Score: -5107587.000000 Penalty: 3167.724121
	Iteration 85Q: 3 clusters Score -5107587 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 40306 members 
Entering Unmasked Estep 
Score: -5107586.000000 Penalty: 3167.724121
	Iteration 86Q: 3 clusters Score -5107586 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 40325 members 
Entering Unmasked Estep 
Score: -5107591.000000 Penalty: 3167.724121
	Iteration 87Q: 3 clusters Score -5107591 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 40336 members 
Entering Unmasked Estep 
Score: -5107596.500000 Penalty: 3167.724121
	Iteration 88Q: 3 clusters Score -5107596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 40344 members 
Entering Unmasked Estep 
Score: -5107600.000000 Penalty: 3167.724121
	Iteration 89Q: 3 clusters Score -5107600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 40353 members 
Entering Unmasked Estep 
Score: -5107602.000000 Penalty: 3167.724121
	Iteration 90Q: 3 clusters Score -5107602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 40363 members 
Entering Unmasked Estep 
Score: -5107602.000000 Penalty: 3167.724121
	Iteration 91Q: 3 clusters Score -5107602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 40370 members 
Entering Unmasked Estep 
Score: -5107603.500000 Penalty: 3167.724121
	Iteration 92Q: 3 clusters Score -5107604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 40380 members 
Entering Unmasked Estep 
Score: -5107605.000000 Penalty: 3167.724121
	Iteration 93Q: 3 clusters Score -5107605 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 40391 members 
Entering Unmasked Estep 
Score: -5107606.500000 Penalty: 3167.724121
	Iteration 94Q: 3 clusters Score -5107606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 40402 members 
Entering Unmasked Estep 
Score: -5107609.000000 Penalty: 3167.724121
	Iteration 95Q: 3 clusters Score -5107609 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 40420 members 
Entering Unmasked Estep 
Score: -5107613.500000 Penalty: 3167.724121
	Iteration 96Q: 3 clusters Score -5107614 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 40433 members 
Entering Unmasked Estep 
Score: -5107615.500000 Penalty: 3167.724121
	Iteration 97Q: 3 clusters Score -5107616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 40439 members 
Entering Unmasked Estep 
Score: -5107612.000000 Penalty: 3167.724121
	Iteration 98Q: 3 clusters Score -5107612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 40440 members 
Entering Unmasked Estep 
Score: -5107615.000000 Penalty: 3167.724121
	Iteration 99Q: 3 clusters Score -5107615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 40444 members 
Entering Unmasked Estep 
Score: -5107618.500000 Penalty: 3167.724121
	Iteration 100F: 3 clusters Score -5107618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 40447 members 
Entering Unmasked Estep 
Score: -5107623.000000 Penalty: 3167.724121
	Iteration 101Q: 3 clusters Score -5107623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 40449 members 
Entering Unmasked Estep 
Score: -5107620.000000 Penalty: 3167.724121
	Iteration 102Q: 3 clusters Score -5107620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 40451 members 
Entering Unmasked Estep 
Score: -5107622.000000 Penalty: 3167.724121
	Iteration 103Q: 3 clusters Score -5107622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 40452 members 
Entering Unmasked Estep 
Score: -5107625.500000 Penalty: 3167.724121
	Iteration 104Q: 3 clusters Score -5107626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 40452 members 
Entering Unmasked Estep 
Score: -5107625.500000 Penalty: 3167.724121
	Iteration 105F: 3 clusters Score -5107626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Entering Unmasked Estep 
Score: -1211689.125000 Penalty: 1371.610474
	Iteration 0F: 2 clusters Score -1211689 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1204953.375000 Penalty: 2743.220947
	Iteration 0F: 3 clusters Score -1204953 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1207170.375000 Penalty: 2743.220947
	Iteration 1F: 3 clusters Score -1207170 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1207457.375000 Penalty: 2743.220947
	Iteration 2F: 3 clusters Score -1207457 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1207671.375000 Penalty: 2743.220947
	Iteration 3Q: 3 clusters Score -1207671 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1207866.875000 Penalty: 2743.220947
	Iteration 4Q: 3 clusters Score -1207867 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1208063.875000 Penalty: 2743.220947
	Iteration 5Q: 3 clusters Score -1208064 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1208246.375000 Penalty: 2743.220947
	Iteration 6Q: 3 clusters Score -1208246 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1208431.250000 Penalty: 2743.220947
	Iteration 7Q: 3 clusters Score -1208431 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1208641.625000 Penalty: 2743.220947
	Iteration 8Q: 3 clusters Score -1208642 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1208843.000000 Penalty: 2743.220947
	Iteration 9Q: 3 clusters Score -1208843 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1209080.125000 Penalty: 2743.220947
	Iteration 10Q: 3 clusters Score -1209080 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -1209357.625000 Penalty: 2743.220947
	Iteration 11Q: 3 clusters Score -1209358 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1209655.000000 Penalty: 2743.220947
	Iteration 12Q: 3 clusters Score -1209655 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1209953.375000 Penalty: 2743.220947
	Iteration 13Q: 3 clusters Score -1209953 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1210272.500000 Penalty: 2743.220947
	Iteration 14Q: 3 clusters Score -1210272 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1210532.625000 Penalty: 2743.220947
	Iteration 15Q: 3 clusters Score -1210533 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1210724.125000 Penalty: 2743.220947
	Iteration 16Q: 3 clusters Score -1210724 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1210858.500000 Penalty: 2743.220947
	Iteration 17Q: 3 clusters Score -1210858 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1210959.750000 Penalty: 2743.220947
	Iteration 18Q: 3 clusters Score -1210960 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1211028.750000 Penalty: 2743.220947
	Iteration 19Q: 3 clusters Score -1211029 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1211064.500000 Penalty: 2743.220947
	Iteration 20F: 3 clusters Score -1211064 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1211091.000000 Penalty: 2743.220947
	Iteration 21Q: 3 clusters Score -1211091 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1211109.000000 Penalty: 2743.220947
	Iteration 22Q: 3 clusters Score -1211109 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1211122.125000 Penalty: 2743.220947
	Iteration 23Q: 3 clusters Score -1211122 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1211130.875000 Penalty: 2743.220947
	Iteration 24Q: 3 clusters Score -1211131 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1211140.250000 Penalty: 2743.220947
	Iteration 25Q: 3 clusters Score -1211140 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1211145.750000 Penalty: 2743.220947
	Iteration 26Q: 3 clusters Score -1211146 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1211147.625000 Penalty: 2743.220947
	Iteration 27Q: 3 clusters Score -1211148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1211150.875000 Penalty: 2743.220947
	Iteration 28Q: 3 clusters Score -1211151 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1211153.750000 Penalty: 2743.220947
	Iteration 29Q: 3 clusters Score -1211154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1211156.625000 Penalty: 2743.220947
	Iteration 30Q: 3 clusters Score -1211157 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1211156.625000 Penalty: 2743.220947
	Iteration 31Q: 3 clusters Score -1211157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1211156.125000 Penalty: 2743.220947
	Iteration 32Q: 3 clusters Score -1211156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1211157.375000 Penalty: 2743.220947
	Iteration 33Q: 3 clusters Score -1211157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1211157.375000 Penalty: 2743.220947
	Iteration 34F: 3 clusters Score -1211157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (38556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38556 members 
Entering Unmasked Estep 
Score: -4750270.000000 Penalty: 1571.308228
	Iteration 0F: 2 clusters Score -4750270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -4725260.000000 Penalty: 3142.616455
	Iteration 0F: 3 clusters Score -4725260 nChanged 17562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
Score: -4734945.500000 Penalty: 3142.616455
	Iteration 1F: 3 clusters Score -4734946 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -4735638.500000 Penalty: 3142.616455
	Iteration 2Q: 3 clusters Score -4735638 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 22235 members 
Entering Unmasked Estep 
Score: -4736345.500000 Penalty: 3142.616455
	Iteration 3Q: 3 clusters Score -4736346 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -4737145.500000 Penalty: 3142.616455
	Iteration 4Q: 3 clusters Score -4737146 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -4738163.500000 Penalty: 3142.616455
	Iteration 5F: 3 clusters Score -4738164 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 27383 members 
Entering Unmasked Estep 
Score: -4739595.000000 Penalty: 3142.616455
	Iteration 6F: 3 clusters Score -4739595 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 29954 members 
Entering Unmasked Estep 
Score: -4741656.500000 Penalty: 3142.616455
	Iteration 7F: 3 clusters Score -4741656 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 32713 members 
Entering Unmasked Estep 
Score: -4744005.000000 Penalty: 3142.616455
	Iteration 8F: 3 clusters Score -4744005 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 35112 members 
Entering Unmasked Estep 
Score: -4746175.000000 Penalty: 3142.616455
	Iteration 9F: 3 clusters Score -4746175 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 36705 members 
Entering Unmasked Estep 
Score: -4747574.500000 Penalty: 3142.616455
	Iteration 10Q: 3 clusters Score -4747574 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 37564 members 
Entering Unmasked Estep 
Score: -4748343.000000 Penalty: 3142.616455
	Iteration 11Q: 3 clusters Score -4748343 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 37960 members 
Entering Unmasked Estep 
Score: -4748707.500000 Penalty: 3142.616455
	Iteration 12Q: 3 clusters Score -4748708 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 38124 members 
Entering Unmasked Estep 
Score: -4748880.500000 Penalty: 3142.616455
	Iteration 13Q: 3 clusters Score -4748880 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 38201 members 
Entering Unmasked Estep 
Score: -4748958.000000 Penalty: 3142.616455
	Iteration 14Q: 3 clusters Score -4748958 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 38233 members 
Entering Unmasked Estep 
Score: -4749020.000000 Penalty: 3142.616455
	Iteration 15Q: 3 clusters Score -4749020 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 38254 members 
Entering Unmasked Estep 
Score: -4749049.000000 Penalty: 3142.616455
	Iteration 16Q: 3 clusters Score -4749049 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 38266 members 
Entering Unmasked Estep 
Score: -4749073.500000 Penalty: 3142.616455
	Iteration 17Q: 3 clusters Score -4749074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 38271 members 
Entering Unmasked Estep 
Score: -4749086.500000 Penalty: 3142.616455
	Iteration 18Q: 3 clusters Score -4749086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 38274 members 
Entering Unmasked Estep 
Score: -4749092.500000 Penalty: 3142.616455
	Iteration 19Q: 3 clusters Score -4749092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 38277 members 
Entering Unmasked Estep 
Score: -4749093.000000 Penalty: 3142.616455
	Iteration 20F: 3 clusters Score -4749093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 38279 members 
Entering Unmasked Estep 
Score: -4749093.000000 Penalty: 3142.616455
	Iteration 21Q: 3 clusters Score -4749093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 38279 members 
Entering Unmasked Estep 
Score: -4749093.000000 Penalty: 3142.616455
	Iteration 22F: 3 clusters Score -4749093 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (33773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33773 members 
Entering Unmasked Estep 
Score: -3950109.250000 Penalty: 1551.599609
	Iteration 0F: 2 clusters Score -3950109 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -3928176.000000 Penalty: 3103.199219
	Iteration 0F: 3 clusters Score -3928176 nChanged 15275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -3936613.500000 Penalty: 3103.199219
	Iteration 1F: 3 clusters Score -3936614 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -3937200.500000 Penalty: 3103.199219
	Iteration 2Q: 3 clusters Score -3937200 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -3937785.750000 Penalty: 3103.199219
	Iteration 3Q: 3 clusters Score -3937786 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -3938514.250000 Penalty: 3103.199219
	Iteration 4Q: 3 clusters Score -3938514 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -3939515.000000 Penalty: 3103.199219
	Iteration 5F: 3 clusters Score -3939515 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22330 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -3940678.750000 Penalty: 3103.199219
	Iteration 6F: 3 clusters Score -3940679 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -3942101.500000 Penalty: 3103.199219
	Iteration 7F: 3 clusters Score -3942102 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25781 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -3943771.500000 Penalty: 3103.199219
	Iteration 8F: 3 clusters Score -3943772 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27551 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -3945316.750000 Penalty: 3103.199219
	Iteration 9F: 3 clusters Score -3945317 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29066 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -3946641.500000 Penalty: 3103.199219
	Iteration 10Q: 3 clusters Score -3946642 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30246 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -3947632.000000 Penalty: 3103.199219
	Iteration 11Q: 3 clusters Score -3947632 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31137 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -3948446.000000 Penalty: 3103.199219
	Iteration 12Q: 3 clusters Score -3948446 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31712 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -3948914.000000 Penalty: 3103.199219
	Iteration 13Q: 3 clusters Score -3948914 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32071 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -3949180.000000 Penalty: 3103.199219
	Iteration 14Q: 3 clusters Score -3949180 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32295 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -3949344.000000 Penalty: 3103.199219
	Iteration 15Q: 3 clusters Score -3949344 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32428 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -3949462.750000 Penalty: 3103.199219
	Iteration 16Q: 3 clusters Score -3949463 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32528 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -3949536.750000 Penalty: 3103.199219
	Iteration 17Q: 3 clusters Score -3949537 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32609 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -3949601.750000 Penalty: 3103.199219
	Iteration 18Q: 3 clusters Score -3949602 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32655 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -3949631.500000 Penalty: 3103.199219
	Iteration 19Q: 3 clusters Score -3949632 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32686 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -3949650.750000 Penalty: 3103.199219
	Iteration 20F: 3 clusters Score -3949651 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32724 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -3949675.750000 Penalty: 3103.199219
	Iteration 21Q: 3 clusters Score -3949676 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32753 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -3949701.250000 Penalty: 3103.199219
	Iteration 22Q: 3 clusters Score -3949701 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32780 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -3949755.000000 Penalty: 3103.199219
	Iteration 23Q: 3 clusters Score -3949755 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32793 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -3949820.250000 Penalty: 3103.199219
	Iteration 24Q: 3 clusters Score -3949820 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32790 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -3949867.000000 Penalty: 3103.199219
	Iteration 25Q: 3 clusters Score -3949867 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32793 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -3949891.750000 Penalty: 3103.199219
	Iteration 26Q: 3 clusters Score -3949892 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32787 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -3949902.500000 Penalty: 3103.199219
	Iteration 27Q: 3 clusters Score -3949902 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32779 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -3949905.750000 Penalty: 3103.199219
	Iteration 28Q: 3 clusters Score -3949906 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32777 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -3949915.500000 Penalty: 3103.199219
	Iteration 29Q: 3 clusters Score -3949916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32773 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -3949919.750000 Penalty: 3103.199219
	Iteration 30Q: 3 clusters Score -3949920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32768 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -3949923.000000 Penalty: 3103.199219
	Iteration 31Q: 3 clusters Score -3949923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32762 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -3949924.000000 Penalty: 3103.199219
	Iteration 32Q: 3 clusters Score -3949924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32755 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -3949929.750000 Penalty: 3103.199219
	Iteration 33Q: 3 clusters Score -3949930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32749 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -3949929.750000 Penalty: 3103.199219
	Iteration 34Q: 3 clusters Score -3949930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32745 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -3949925.250000 Penalty: 3103.199219
	Iteration 35Q: 3 clusters Score -3949925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32744 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -3949929.000000 Penalty: 3103.199219
	Iteration 36Q: 3 clusters Score -3949929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32743 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -3949932.250000 Penalty: 3103.199219
	Iteration 37Q: 3 clusters Score -3949932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32741 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -3949935.250000 Penalty: 3103.199219
	Iteration 38Q: 3 clusters Score -3949935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32736 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -3949939.500000 Penalty: 3103.199219
	Iteration 39Q: 3 clusters Score -3949940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32732 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -3949934.500000 Penalty: 3103.199219
	Iteration 40F: 3 clusters Score -3949934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32728 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -3949945.250000 Penalty: 3103.199219
	Iteration 41Q: 3 clusters Score -3949945 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32726 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -3949942.750000 Penalty: 3103.199219
	Iteration 42Q: 3 clusters Score -3949943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32722 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -3949942.750000 Penalty: 3103.199219
	Iteration 43Q: 3 clusters Score -3949943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32721 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -3949946.500000 Penalty: 3103.199219
	Iteration 44Q: 3 clusters Score -3949946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32719 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -3949942.750000 Penalty: 3103.199219
	Iteration 45Q: 3 clusters Score -3949943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32719 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -3949942.750000 Penalty: 3103.199219
	Iteration 46F: 3 clusters Score -3949943 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Entering Unmasked Estep 
Score: -453429.375000 Penalty: 1230.005371
	Iteration 0F: 2 clusters Score -453429.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -450414.156250 Penalty: 2460.010742
	Iteration 0F: 3 clusters Score -450414.2 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -451332.718750 Penalty: 2460.010742
	Iteration 1F: 3 clusters Score -451332.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -451560.656250 Penalty: 2460.010742
	Iteration 2F: 3 clusters Score -451560.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -451727.031250 Penalty: 2460.010742
	Iteration 3F: 3 clusters Score -451727 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -451826.718750 Penalty: 2460.010742
	Iteration 4Q: 3 clusters Score -451826.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -451912.593750 Penalty: 2460.010742
	Iteration 5Q: 3 clusters Score -451912.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -451978.062500 Penalty: 2460.010742
	Iteration 6Q: 3 clusters Score -451978.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -452035.156250 Penalty: 2460.010742
	Iteration 7Q: 3 clusters Score -452035.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -452086.468750 Penalty: 2460.010742
	Iteration 8Q: 3 clusters Score -452086.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -452138.593750 Penalty: 2460.010742
	Iteration 9Q: 3 clusters Score -452138.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -452182.062500 Penalty: 2460.010742
	Iteration 10Q: 3 clusters Score -452182.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -452224.875000 Penalty: 2460.010742
	Iteration 11Q: 3 clusters Score -452224.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -452274.437500 Penalty: 2460.010742
	Iteration 12Q: 3 clusters Score -452274.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -452313.437500 Penalty: 2460.010742
	Iteration 13Q: 3 clusters Score -452313.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -452354.750000 Penalty: 2460.010742
	Iteration 14Q: 3 clusters Score -452354.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -452402.500000 Penalty: 2460.010742
	Iteration 15Q: 3 clusters Score -452402.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -452449.625000 Penalty: 2460.010742
	Iteration 16Q: 3 clusters Score -452449.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -452490.656250 Penalty: 2460.010742
	Iteration 17Q: 3 clusters Score -452490.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -452538.812500 Penalty: 2460.010742
	Iteration 18Q: 3 clusters Score -452538.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -452579.656250 Penalty: 2460.010742
	Iteration 19Q: 3 clusters Score -452579.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -452619.750000 Penalty: 2460.010742
	Iteration 20F: 3 clusters Score -452619.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -452655.937500 Penalty: 2460.010742
	Iteration 21Q: 3 clusters Score -452655.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -452683.437500 Penalty: 2460.010742
	Iteration 22Q: 3 clusters Score -452683.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -452704.062500 Penalty: 2460.010742
	Iteration 23Q: 3 clusters Score -452704.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -452717.250000 Penalty: 2460.010742
	Iteration 24Q: 3 clusters Score -452717.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -452724.937500 Penalty: 2460.010742
	Iteration 25Q: 3 clusters Score -452724.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -452732.281250 Penalty: 2460.010742
	Iteration 26Q: 3 clusters Score -452732.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -452736.343750 Penalty: 2460.010742
	Iteration 27Q: 3 clusters Score -452736.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -452741.343750 Penalty: 2460.010742
	Iteration 28Q: 3 clusters Score -452741.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -452745.343750 Penalty: 2460.010742
	Iteration 29Q: 3 clusters Score -452745.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -452750.468750 Penalty: 2460.010742
	Iteration 30Q: 3 clusters Score -452750.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -452754.187500 Penalty: 2460.010742
	Iteration 31Q: 3 clusters Score -452754.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -452757.812500 Penalty: 2460.010742
	Iteration 32Q: 3 clusters Score -452757.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -452761.531250 Penalty: 2460.010742
	Iteration 33Q: 3 clusters Score -452761.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -452764.968750 Penalty: 2460.010742
	Iteration 34Q: 3 clusters Score -452765 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -452768.625000 Penalty: 2460.010742
	Iteration 35Q: 3 clusters Score -452768.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -452770.968750 Penalty: 2460.010742
	Iteration 36Q: 3 clusters Score -452771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -452771.937500 Penalty: 2460.010742
	Iteration 37Q: 3 clusters Score -452771.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -452771.937500 Penalty: 2460.010742
	Iteration 38F: 3 clusters Score -452771.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Entering Unmasked Estep 
Score: -878089.187500 Penalty: 1324.928223
	Iteration 0F: 2 clusters Score -878089.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -872984.062500 Penalty: 2649.856445
	Iteration 0F: 3 clusters Score -872984.1 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -874594.812500 Penalty: 2649.856445
	Iteration 1F: 3 clusters Score -874594.8 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -874877.062500 Penalty: 2649.856445
	Iteration 2F: 3 clusters Score -874877.1 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -875113.437500 Penalty: 2649.856445
	Iteration 3F: 3 clusters Score -875113.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -875322.750000 Penalty: 2649.856445
	Iteration 4Q: 3 clusters Score -875322.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -875550.187500 Penalty: 2649.856445
	Iteration 5Q: 3 clusters Score -875550.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -875832.937500 Penalty: 2649.856445
	Iteration 6Q: 3 clusters Score -875832.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -876103.687500 Penalty: 2649.856445
	Iteration 7Q: 3 clusters Score -876103.7 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -876339.000000 Penalty: 2649.856445
	Iteration 8Q: 3 clusters Score -876339 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -876537.500000 Penalty: 2649.856445
	Iteration 9Q: 3 clusters Score -876537.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -876728.937500 Penalty: 2649.856445
	Iteration 10Q: 3 clusters Score -876728.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -876892.500000 Penalty: 2649.856445
	Iteration 11Q: 3 clusters Score -876892.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -877028.750000 Penalty: 2649.856445
	Iteration 12Q: 3 clusters Score -877028.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -877149.937500 Penalty: 2649.856445
	Iteration 13Q: 3 clusters Score -877149.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -877247.250000 Penalty: 2649.856445
	Iteration 14Q: 3 clusters Score -877247.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -877319.000000 Penalty: 2649.856445
	Iteration 15Q: 3 clusters Score -877319 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -877397.937500 Penalty: 2649.856445
	Iteration 16Q: 3 clusters Score -877397.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -877470.312500 Penalty: 2649.856445
	Iteration 17Q: 3 clusters Score -877470.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -877527.250000 Penalty: 2649.856445
	Iteration 18Q: 3 clusters Score -877527.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -877561.812500 Penalty: 2649.856445
	Iteration 19Q: 3 clusters Score -877561.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -877583.000000 Penalty: 2649.856445
	Iteration 20F: 3 clusters Score -877583 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -877595.125000 Penalty: 2649.856445
	Iteration 21Q: 3 clusters Score -877595.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -877604.437500 Penalty: 2649.856445
	Iteration 22Q: 3 clusters Score -877604.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -877607.500000 Penalty: 2649.856445
	Iteration 23Q: 3 clusters Score -877607.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -877611.687500 Penalty: 2649.856445
	Iteration 24Q: 3 clusters Score -877611.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -877615.687500 Penalty: 2649.856445
	Iteration 25Q: 3 clusters Score -877615.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -877621.875000 Penalty: 2649.856445
	Iteration 26Q: 3 clusters Score -877621.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -877624.812500 Penalty: 2649.856445
	Iteration 27Q: 3 clusters Score -877624.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -877627.812500 Penalty: 2649.856445
	Iteration 28Q: 3 clusters Score -877627.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -877627.937500 Penalty: 2649.856445
	Iteration 29Q: 3 clusters Score -877627.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -877629.625000 Penalty: 2649.856445
	Iteration 30Q: 3 clusters Score -877629.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -877629.875000 Penalty: 2649.856445
	Iteration 31Q: 3 clusters Score -877629.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -877629.875000 Penalty: 2649.856445
	Iteration 32Q: 3 clusters Score -877629.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -877629.812500 Penalty: 2649.856445
	Iteration 33Q: 3 clusters Score -877629.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -877631.187500 Penalty: 2649.856445
	Iteration 34Q: 3 clusters Score -877631.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -877632.750000 Penalty: 2649.856445
	Iteration 35Q: 3 clusters Score -877632.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -877634.187500 Penalty: 2649.856445
	Iteration 36Q: 3 clusters Score -877634.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -877634.875000 Penalty: 2649.856445
	Iteration 37Q: 3 clusters Score -877634.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -877634.875000 Penalty: 2649.856445
	Iteration 38Q: 3 clusters Score -877634.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -877634.875000 Penalty: 2649.856445
	Iteration 39F: 3 clusters Score -877634.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Entering Unmasked Estep 
Score: -1060208.750000 Penalty: 1351.375610
	Iteration 0F: 2 clusters Score -1060209 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1054182.000000 Penalty: 2702.751221
	Iteration 0F: 3 clusters Score -1054182 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1056064.125000 Penalty: 2702.751221
	Iteration 1F: 3 clusters Score -1056064 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1056341.000000 Penalty: 2702.751221
	Iteration 2F: 3 clusters Score -1056341 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1056531.500000 Penalty: 2702.751221
	Iteration 3Q: 3 clusters Score -1056532 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1056695.625000 Penalty: 2702.751221
	Iteration 4Q: 3 clusters Score -1056696 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1056836.250000 Penalty: 2702.751221
	Iteration 5Q: 3 clusters Score -1056836 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1056946.750000 Penalty: 2702.751221
	Iteration 6Q: 3 clusters Score -1056947 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1057042.750000 Penalty: 2702.751221
	Iteration 7Q: 3 clusters Score -1057043 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1057130.750000 Penalty: 2702.751221
	Iteration 8Q: 3 clusters Score -1057131 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1057203.500000 Penalty: 2702.751221
	Iteration 9Q: 3 clusters Score -1057204 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1057281.750000 Penalty: 2702.751221
	Iteration 10Q: 3 clusters Score -1057282 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1057367.875000 Penalty: 2702.751221
	Iteration 11Q: 3 clusters Score -1057368 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1057448.125000 Penalty: 2702.751221
	Iteration 12Q: 3 clusters Score -1057448 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1057532.750000 Penalty: 2702.751221
	Iteration 13Q: 3 clusters Score -1057533 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1057606.250000 Penalty: 2702.751221
	Iteration 14Q: 3 clusters Score -1057606 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1057673.625000 Penalty: 2702.751221
	Iteration 15Q: 3 clusters Score -1057674 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1057747.125000 Penalty: 2702.751221
	Iteration 16Q: 3 clusters Score -1057747 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1057821.250000 Penalty: 2702.751221
	Iteration 17Q: 3 clusters Score -1057821 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1057904.375000 Penalty: 2702.751221
	Iteration 18Q: 3 clusters Score -1057904 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1057988.500000 Penalty: 2702.751221
	Iteration 19Q: 3 clusters Score -1057988 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1058079.625000 Penalty: 2702.751221
	Iteration 20F: 3 clusters Score -1058080 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1058171.875000 Penalty: 2702.751221
	Iteration 21Q: 3 clusters Score -1058172 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1058262.750000 Penalty: 2702.751221
	Iteration 22Q: 3 clusters Score -1058263 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1058364.250000 Penalty: 2702.751221
	Iteration 23Q: 3 clusters Score -1058364 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1058470.625000 Penalty: 2702.751221
	Iteration 24Q: 3 clusters Score -1058471 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1058558.625000 Penalty: 2702.751221
	Iteration 25Q: 3 clusters Score -1058559 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1058630.750000 Penalty: 2702.751221
	Iteration 26Q: 3 clusters Score -1058631 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1058704.250000 Penalty: 2702.751221
	Iteration 27Q: 3 clusters Score -1058704 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1058769.875000 Penalty: 2702.751221
	Iteration 28Q: 3 clusters Score -1058770 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1058832.875000 Penalty: 2702.751221
	Iteration 29Q: 3 clusters Score -1058833 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1058892.500000 Penalty: 2702.751221
	Iteration 30Q: 3 clusters Score -1058892 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1058939.125000 Penalty: 2702.751221
	Iteration 31Q: 3 clusters Score -1058939 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1058988.750000 Penalty: 2702.751221
	Iteration 32Q: 3 clusters Score -1058989 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1059029.500000 Penalty: 2702.751221
	Iteration 33Q: 3 clusters Score -1059030 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1059062.000000 Penalty: 2702.751221
	Iteration 34Q: 3 clusters Score -1059062 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1059095.125000 Penalty: 2702.751221
	Iteration 35Q: 3 clusters Score -1059095 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1059119.875000 Penalty: 2702.751221
	Iteration 36Q: 3 clusters Score -1059120 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1059140.875000 Penalty: 2702.751221
	Iteration 37Q: 3 clusters Score -1059141 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1059157.500000 Penalty: 2702.751221
	Iteration 38Q: 3 clusters Score -1059158 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1059176.875000 Penalty: 2702.751221
	Iteration 39Q: 3 clusters Score -1059177 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1059200.000000 Penalty: 2702.751221
	Iteration 40F: 3 clusters Score -1059200 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1059209.375000 Penalty: 2702.751221
	Iteration 41Q: 3 clusters Score -1059209 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1059222.250000 Penalty: 2702.751221
	Iteration 42Q: 3 clusters Score -1059222 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1059231.750000 Penalty: 2702.751221
	Iteration 43Q: 3 clusters Score -1059232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1059238.750000 Penalty: 2702.751221
	Iteration 44Q: 3 clusters Score -1059239 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1059247.125000 Penalty: 2702.751221
	Iteration 45Q: 3 clusters Score -1059247 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1059252.125000 Penalty: 2702.751221
	Iteration 46Q: 3 clusters Score -1059252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1059257.500000 Penalty: 2702.751221
	Iteration 47Q: 3 clusters Score -1059258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1059263.125000 Penalty: 2702.751221
	Iteration 48Q: 3 clusters Score -1059263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1059267.625000 Penalty: 2702.751221
	Iteration 49Q: 3 clusters Score -1059268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1059271.000000 Penalty: 2702.751221
	Iteration 50Q: 3 clusters Score -1059271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1059274.875000 Penalty: 2702.751221
	Iteration 51Q: 3 clusters Score -1059275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1059279.750000 Penalty: 2702.751221
	Iteration 52Q: 3 clusters Score -1059280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1059283.000000 Penalty: 2702.751221
	Iteration 53Q: 3 clusters Score -1059283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1059285.375000 Penalty: 2702.751221
	Iteration 54Q: 3 clusters Score -1059285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1059286.250000 Penalty: 2702.751221
	Iteration 55Q: 3 clusters Score -1059286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1059289.375000 Penalty: 2702.751221
	Iteration 56Q: 3 clusters Score -1059289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1059289.250000 Penalty: 2702.751221
	Iteration 57Q: 3 clusters Score -1059289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1059290.250000 Penalty: 2702.751221
	Iteration 58Q: 3 clusters Score -1059290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1059292.250000 Penalty: 2702.751221
	Iteration 59Q: 3 clusters Score -1059292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1059293.625000 Penalty: 2702.751221
	Iteration 60F: 3 clusters Score -1059294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1059295.250000 Penalty: 2702.751221
	Iteration 61Q: 3 clusters Score -1059295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1059295.500000 Penalty: 2702.751221
	Iteration 62Q: 3 clusters Score -1059296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1059299.125000 Penalty: 2702.751221
	Iteration 63Q: 3 clusters Score -1059299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1059300.125000 Penalty: 2702.751221
	Iteration 64Q: 3 clusters Score -1059300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1059301.000000 Penalty: 2702.751221
	Iteration 65Q: 3 clusters Score -1059301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1059302.125000 Penalty: 2702.751221
	Iteration 66Q: 3 clusters Score -1059302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1059302.875000 Penalty: 2702.751221
	Iteration 67Q: 3 clusters Score -1059303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1059302.875000 Penalty: 2702.751221
	Iteration 68F: 3 clusters Score -1059303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Entering Unmasked Estep 
Score: -561500.187500 Penalty: 1262.703247
	Iteration 0F: 2 clusters Score -561500.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -557861.687500 Penalty: 2525.406494
	Iteration 0F: 3 clusters Score -557861.7 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -559111.125000 Penalty: 2525.406494
	Iteration 1F: 3 clusters Score -559111.1 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -559633.062500 Penalty: 2525.406494
	Iteration 2F: 3 clusters Score -559633.1 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -560156.000000 Penalty: 2525.406494
	Iteration 3F: 3 clusters Score -560156 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -560620.625000 Penalty: 2525.406494
	Iteration 4F: 3 clusters Score -560620.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -560980.125000 Penalty: 2525.406494
	Iteration 5F: 3 clusters Score -560980.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -561229.250000 Penalty: 2525.406494
	Iteration 6F: 3 clusters Score -561229.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -561352.000000 Penalty: 2525.406494
	Iteration 7Q: 3 clusters Score -561352 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -561407.562500 Penalty: 2525.406494
	Iteration 8Q: 3 clusters Score -561407.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -561440.687500 Penalty: 2525.406494
	Iteration 9Q: 3 clusters Score -561440.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -561454.187500 Penalty: 2525.406494
	Iteration 10Q: 3 clusters Score -561454.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -561460.562500 Penalty: 2525.406494
	Iteration 11Q: 3 clusters Score -561460.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -561464.500000 Penalty: 2525.406494
	Iteration 12Q: 3 clusters Score -561464.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -561466.187500 Penalty: 2525.406494
	Iteration 13Q: 3 clusters Score -561466.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -561468.312500 Penalty: 2525.406494
	Iteration 14Q: 3 clusters Score -561468.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -561467.937500 Penalty: 2525.406494
	Iteration 15Q: 3 clusters Score -561467.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -561467.937500 Penalty: 2525.406494
	Iteration 16F: 3 clusters Score -561467.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21819 members 
Entering Unmasked Estep 
Score: -2772987.250000 Penalty: 1486.591919
	Iteration 0F: 2 clusters Score -2772987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -2758752.750000 Penalty: 2973.183838
	Iteration 0F: 3 clusters Score -2758753 nChanged 9642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -2763649.250000 Penalty: 2973.183838
	Iteration 1F: 3 clusters Score -2763649 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -2763970.250000 Penalty: 2973.183838
	Iteration 2Q: 3 clusters Score -2763970 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -2764289.750000 Penalty: 2973.183838
	Iteration 3Q: 3 clusters Score -2764290 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -2764546.500000 Penalty: 2973.183838
	Iteration 4Q: 3 clusters Score -2764546 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -2764799.500000 Penalty: 2973.183838
	Iteration 5Q: 3 clusters Score -2764800 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -2765042.500000 Penalty: 2973.183838
	Iteration 6Q: 3 clusters Score -2765042 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -2765292.500000 Penalty: 2973.183838
	Iteration 7Q: 3 clusters Score -2765292 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -2765582.750000 Penalty: 2973.183838
	Iteration 8Q: 3 clusters Score -2765583 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -2765861.500000 Penalty: 2973.183838
	Iteration 9Q: 3 clusters Score -2765862 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -2766195.750000 Penalty: 2973.183838
	Iteration 10Q: 3 clusters Score -2766196 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -2766502.000000 Penalty: 2973.183838
	Iteration 11Q: 3 clusters Score -2766502 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -2766817.000000 Penalty: 2973.183838
	Iteration 12Q: 3 clusters Score -2766817 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -2767158.500000 Penalty: 2973.183838
	Iteration 13Q: 3 clusters Score -2767158 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -2767450.750000 Penalty: 2973.183838
	Iteration 14Q: 3 clusters Score -2767451 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -2767781.500000 Penalty: 2973.183838
	Iteration 15Q: 3 clusters Score -2767782 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -2768186.500000 Penalty: 2973.183838
	Iteration 16Q: 3 clusters Score -2768186 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -2768678.000000 Penalty: 2973.183838
	Iteration 17Q: 3 clusters Score -2768678 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -2769200.500000 Penalty: 2973.183838
	Iteration 18Q: 3 clusters Score -2769200 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -2769709.750000 Penalty: 2973.183838
	Iteration 19Q: 3 clusters Score -2769710 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -2770196.500000 Penalty: 2973.183838
	Iteration 20F: 3 clusters Score -2770196 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -2770598.000000 Penalty: 2973.183838
	Iteration 21Q: 3 clusters Score -2770598 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -2770920.000000 Penalty: 2973.183838
	Iteration 22Q: 3 clusters Score -2770920 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -2771163.250000 Penalty: 2973.183838
	Iteration 23Q: 3 clusters Score -2771163 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -2771367.500000 Penalty: 2973.183838
	Iteration 24Q: 3 clusters Score -2771368 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2771527.500000 Penalty: 2973.183838
	Iteration 25Q: 3 clusters Score -2771528 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2771636.250000 Penalty: 2973.183838
	Iteration 26Q: 3 clusters Score -2771636 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20451 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -2771710.500000 Penalty: 2973.183838
	Iteration 27Q: 3 clusters Score -2771710 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2771781.000000 Penalty: 2973.183838
	Iteration 28Q: 3 clusters Score -2771781 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2771824.000000 Penalty: 2973.183838
	Iteration 29Q: 3 clusters Score -2771824 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2771865.500000 Penalty: 2973.183838
	Iteration 30Q: 3 clusters Score -2771866 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2771891.750000 Penalty: 2973.183838
	Iteration 31Q: 3 clusters Score -2771892 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2771916.000000 Penalty: 2973.183838
	Iteration 32Q: 3 clusters Score -2771916 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20816 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2771935.250000 Penalty: 2973.183838
	Iteration 33Q: 3 clusters Score -2771935 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20843 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2771954.250000 Penalty: 2973.183838
	Iteration 34Q: 3 clusters Score -2771954 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2771963.750000 Penalty: 2973.183838
	Iteration 35Q: 3 clusters Score -2771964 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2771973.750000 Penalty: 2973.183838
	Iteration 36Q: 3 clusters Score -2771974 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20907 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2771982.750000 Penalty: 2973.183838
	Iteration 37Q: 3 clusters Score -2771983 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2771990.500000 Penalty: 2973.183838
	Iteration 38Q: 3 clusters Score -2771990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20931 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2771993.250000 Penalty: 2973.183838
	Iteration 39Q: 3 clusters Score -2771993 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2772000.250000 Penalty: 2973.183838
	Iteration 40F: 3 clusters Score -2772000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2772002.000000 Penalty: 2973.183838
	Iteration 41Q: 3 clusters Score -2772002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2772006.250000 Penalty: 2973.183838
	Iteration 42Q: 3 clusters Score -2772006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2772012.000000 Penalty: 2973.183838
	Iteration 43Q: 3 clusters Score -2772012 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2772027.000000 Penalty: 2973.183838
	Iteration 44Q: 3 clusters Score -2772027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2772025.000000 Penalty: 2973.183838
	Iteration 45Q: 3 clusters Score -2772025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2772025.750000 Penalty: 2973.183838
	Iteration 46Q: 3 clusters Score -2772026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2772031.250000 Penalty: 2973.183838
	Iteration 47Q: 3 clusters Score -2772031 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2772035.000000 Penalty: 2973.183838
	Iteration 48Q: 3 clusters Score -2772035 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2772034.750000 Penalty: 2973.183838
	Iteration 49Q: 3 clusters Score -2772035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2772037.250000 Penalty: 2973.183838
	Iteration 50Q: 3 clusters Score -2772037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2772037.500000 Penalty: 2973.183838
	Iteration 51Q: 3 clusters Score -2772038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2772037.500000 Penalty: 2973.183838
	Iteration 52F: 3 clusters Score -2772038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Entering Unmasked Estep 
Score: -1861108.500000 Penalty: 1428.804321
	Iteration 0F: 2 clusters Score -1861108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1851296.500000 Penalty: 2857.608643
	Iteration 0F: 3 clusters Score -1851296 nChanged 6442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1854652.625000 Penalty: 2857.608643
	Iteration 1F: 3 clusters Score -1854653 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1854969.125000 Penalty: 2857.608643
	Iteration 2F: 3 clusters Score -1854969 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1855237.500000 Penalty: 2857.608643
	Iteration 3Q: 3 clusters Score -1855238 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1855480.250000 Penalty: 2857.608643
	Iteration 4Q: 3 clusters Score -1855480 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1855761.000000 Penalty: 2857.608643
	Iteration 5Q: 3 clusters Score -1855761 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1856114.000000 Penalty: 2857.608643
	Iteration 6Q: 3 clusters Score -1856114 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -1856578.375000 Penalty: 2857.608643
	Iteration 7F: 3 clusters Score -1856578 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -1857148.125000 Penalty: 2857.608643
	Iteration 8F: 3 clusters Score -1857148 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -1857822.500000 Penalty: 2857.608643
	Iteration 9F: 3 clusters Score -1857822 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -1858521.250000 Penalty: 2857.608643
	Iteration 10F: 3 clusters Score -1858521 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -1859036.625000 Penalty: 2857.608643
	Iteration 11Q: 3 clusters Score -1859037 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -1859404.125000 Penalty: 2857.608643
	Iteration 12Q: 3 clusters Score -1859404 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -1859633.875000 Penalty: 2857.608643
	Iteration 13Q: 3 clusters Score -1859634 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -1859771.625000 Penalty: 2857.608643
	Iteration 14Q: 3 clusters Score -1859772 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -1859856.125000 Penalty: 2857.608643
	Iteration 15Q: 3 clusters Score -1859856 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -1859897.750000 Penalty: 2857.608643
	Iteration 16Q: 3 clusters Score -1859898 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -1859917.625000 Penalty: 2857.608643
	Iteration 17Q: 3 clusters Score -1859918 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -1859936.375000 Penalty: 2857.608643
	Iteration 18Q: 3 clusters Score -1859936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -1859948.250000 Penalty: 2857.608643
	Iteration 19Q: 3 clusters Score -1859948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -1859957.000000 Penalty: 2857.608643
	Iteration 20F: 3 clusters Score -1859957 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -1859971.375000 Penalty: 2857.608643
	Iteration 21Q: 3 clusters Score -1859971 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -1859982.250000 Penalty: 2857.608643
	Iteration 22Q: 3 clusters Score -1859982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -1859990.750000 Penalty: 2857.608643
	Iteration 23Q: 3 clusters Score -1859991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -1859994.500000 Penalty: 2857.608643
	Iteration 24Q: 3 clusters Score -1859994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -1859995.875000 Penalty: 2857.608643
	Iteration 25Q: 3 clusters Score -1859996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -1860002.000000 Penalty: 2857.608643
	Iteration 26Q: 3 clusters Score -1860002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -1860005.875000 Penalty: 2857.608643
	Iteration 27Q: 3 clusters Score -1860006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -1860016.000000 Penalty: 2857.608643
	Iteration 28Q: 3 clusters Score -1860016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -1860021.750000 Penalty: 2857.608643
	Iteration 29Q: 3 clusters Score -1860022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -1860027.000000 Penalty: 2857.608643
	Iteration 30Q: 3 clusters Score -1860027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -1860027.000000 Penalty: 2857.608643
	Iteration 31F: 3 clusters Score -1860027 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Entering Unmasked Estep 
Score: -1330305.500000 Penalty: 1384.816040
	Iteration 0F: 2 clusters Score -1330306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1322930.125000 Penalty: 2769.632080
	Iteration 0F: 3 clusters Score -1322930 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1325408.375000 Penalty: 2769.632080
	Iteration 1F: 3 clusters Score -1325408 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1325901.750000 Penalty: 2769.632080
	Iteration 2F: 3 clusters Score -1325902 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1326586.625000 Penalty: 2769.632080
	Iteration 3F: 3 clusters Score -1326587 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1327363.250000 Penalty: 2769.632080
	Iteration 4F: 3 clusters Score -1327363 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1328123.250000 Penalty: 2769.632080
	Iteration 5F: 3 clusters Score -1328123 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1328776.375000 Penalty: 2769.632080
	Iteration 6F: 3 clusters Score -1328776 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1329249.875000 Penalty: 2769.632080
	Iteration 7F: 3 clusters Score -1329250 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1329554.500000 Penalty: 2769.632080
	Iteration 8Q: 3 clusters Score -1329554 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1329770.125000 Penalty: 2769.632080
	Iteration 9Q: 3 clusters Score -1329770 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1329920.375000 Penalty: 2769.632080
	Iteration 10Q: 3 clusters Score -1329920 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1330024.500000 Penalty: 2769.632080
	Iteration 11Q: 3 clusters Score -1330024 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1330105.000000 Penalty: 2769.632080
	Iteration 12Q: 3 clusters Score -1330105 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1330169.750000 Penalty: 2769.632080
	Iteration 13Q: 3 clusters Score -1330170 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1330218.750000 Penalty: 2769.632080
	Iteration 14Q: 3 clusters Score -1330219 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1330269.625000 Penalty: 2769.632080
	Iteration 15Q: 3 clusters Score -1330270 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1330300.625000 Penalty: 2769.632080
	Iteration 16Q: 3 clusters Score -1330301 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1330326.125000 Penalty: 2769.632080
	Iteration 17Q: 3 clusters Score -1330326 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1330351.000000 Penalty: 2769.632080
	Iteration 18Q: 3 clusters Score -1330351 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1330359.500000 Penalty: 2769.632080
	Iteration 19Q: 3 clusters Score -1330360 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1330370.000000 Penalty: 2769.632080
	Iteration 20F: 3 clusters Score -1330370 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1330380.375000 Penalty: 2769.632080
	Iteration 21Q: 3 clusters Score -1330380 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1330385.250000 Penalty: 2769.632080
	Iteration 22Q: 3 clusters Score -1330385 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1330393.250000 Penalty: 2769.632080
	Iteration 23Q: 3 clusters Score -1330393 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1330401.750000 Penalty: 2769.632080
	Iteration 24Q: 3 clusters Score -1330402 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1330413.750000 Penalty: 2769.632080
	Iteration 25Q: 3 clusters Score -1330414 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1330429.000000 Penalty: 2769.632080
	Iteration 26Q: 3 clusters Score -1330429 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1330435.625000 Penalty: 2769.632080
	Iteration 27Q: 3 clusters Score -1330436 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1330441.875000 Penalty: 2769.632080
	Iteration 28Q: 3 clusters Score -1330442 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1330451.875000 Penalty: 2769.632080
	Iteration 29Q: 3 clusters Score -1330452 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1330457.875000 Penalty: 2769.632080
	Iteration 30Q: 3 clusters Score -1330458 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1330467.625000 Penalty: 2769.632080
	Iteration 31Q: 3 clusters Score -1330468 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1330473.375000 Penalty: 2769.632080
	Iteration 32Q: 3 clusters Score -1330473 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1330473.250000 Penalty: 2769.632080
	Iteration 33Q: 3 clusters Score -1330473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1330474.375000 Penalty: 2769.632080
	Iteration 34Q: 3 clusters Score -1330474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1330477.375000 Penalty: 2769.632080
	Iteration 35Q: 3 clusters Score -1330477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1330476.875000 Penalty: 2769.632080
	Iteration 36Q: 3 clusters Score -1330477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1330476.875000 Penalty: 2769.632080
	Iteration 37Q: 3 clusters Score -1330477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1330478.875000 Penalty: 2769.632080
	Iteration 38Q: 3 clusters Score -1330479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1330480.375000 Penalty: 2769.632080
	Iteration 39Q: 3 clusters Score -1330480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1330481.000000 Penalty: 2769.632080
	Iteration 40F: 3 clusters Score -1330481 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 54048 members 
Mstep: Class 2 contains 11698 members 
Mstep: Class 3 contains 1818 members 
Mstep: Class 4 contains 41950 members 
Mstep: Class 5 contains 10075 members 
Mstep: Class 6 contains 38556 members 
Mstep: Class 7 contains 33773 members 
Mstep: Class 8 contains 3890 members 
Mstep: Class 9 contains 7362 members 
Mstep: Class 10 contains 8794 members 
Mstep: Class 11 contains 4846 members 
Mstep: Class 12 contains 21819 members 
Mstep: Class 13 contains 14797 members 
Mstep: Class 14 contains 9924 members 
Mstep: Class 15 contains 2356 members 
Mstep: Class 16 contains 3705 members 
Mstep: Class 17 contains 75366 members 
Mstep: Class 18 contains 35453 members 
Mstep: Class 19 contains 21826 members 
Mstep: Class 20 contains 6352 members 
Mstep: Class 21 contains 19029 members 
Mstep: Class 22 contains 1544 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 36063 members 
Mstep: Class 25 contains 14033 members 
Mstep: Class 26 contains 5691 members 
Mstep: Class 27 contains 83112 members 
Mstep: Class 28 contains 11494 members 
Mstep: Class 29 contains 73373 members 
Mstep: Class 30 contains 1086 members 
Mstep: Class 31 contains 388 members 
Mstep: Class 32 contains 11461 members 
Mstep: Class 33 contains 1086 members 
Entering Unmasked Estep 
Score: -80959600.000000 Penalty: 65850.492188
Splitting cluster 14 changes total score from -80957752.000000 to -80959600.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 15 (2356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Entering Unmasked Estep 
Score: -254523.171875 Penalty: 1155.390381
	Iteration 0F: 2 clusters Score -254523.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -252516.906250 Penalty: 2310.780762
	Iteration 0F: 3 clusters Score -252516.9 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -253169.656250 Penalty: 2310.780762
	Iteration 1F: 3 clusters Score -253169.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -253464.562500 Penalty: 2310.780762
	Iteration 2F: 3 clusters Score -253464.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -253698.078125 Penalty: 2310.780762
	Iteration 3F: 3 clusters Score -253698.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -253913.859375 Penalty: 2310.780762
	Iteration 4F: 3 clusters Score -253913.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -254133.984375 Penalty: 2310.780762
	Iteration 5F: 3 clusters Score -254134 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -254303.390625 Penalty: 2310.780762
	Iteration 6F: 3 clusters Score -254303.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -254414.234375 Penalty: 2310.780762
	Iteration 7Q: 3 clusters Score -254414.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -254510.812500 Penalty: 2310.780762
	Iteration 8Q: 3 clusters Score -254510.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -254582.062500 Penalty: 2310.780762
	Iteration 9Q: 3 clusters Score -254582.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -254617.703125 Penalty: 2310.780762
	Iteration 10Q: 3 clusters Score -254617.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -254647.343750 Penalty: 2310.780762
	Iteration 11Q: 3 clusters Score -254647.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -254680.921875 Penalty: 2310.780762
	Iteration 12Q: 3 clusters Score -254680.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -254696.828125 Penalty: 2310.780762
	Iteration 13Q: 3 clusters Score -254696.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -254703.531250 Penalty: 2310.780762
	Iteration 14Q: 3 clusters Score -254703.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -254716.609375 Penalty: 2310.780762
	Iteration 15Q: 3 clusters Score -254716.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -254730.625000 Penalty: 2310.780762
	Iteration 16Q: 3 clusters Score -254730.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -254742.718750 Penalty: 2310.780762
	Iteration 17Q: 3 clusters Score -254742.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -254753.750000 Penalty: 2310.780762
	Iteration 18Q: 3 clusters Score -254753.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -254770.000000 Penalty: 2310.780762
	Iteration 19Q: 3 clusters Score -254770 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -254786.484375 Penalty: 2310.780762
	Iteration 20F: 3 clusters Score -254786.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -254796.046875 Penalty: 2310.780762
	Iteration 21Q: 3 clusters Score -254796 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -254805.609375 Penalty: 2310.780762
	Iteration 22Q: 3 clusters Score -254805.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -254816.671875 Penalty: 2310.780762
	Iteration 23Q: 3 clusters Score -254816.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -254826.734375 Penalty: 2310.780762
	Iteration 24Q: 3 clusters Score -254826.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -254831.062500 Penalty: 2310.780762
	Iteration 25Q: 3 clusters Score -254831.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -254833.968750 Penalty: 2310.780762
	Iteration 26Q: 3 clusters Score -254834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -254834.375000 Penalty: 2310.780762
	Iteration 27Q: 3 clusters Score -254834.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -254836.109375 Penalty: 2310.780762
	Iteration 28Q: 3 clusters Score -254836.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -254836.796875 Penalty: 2310.780762
	Iteration 29Q: 3 clusters Score -254836.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -254838.421875 Penalty: 2310.780762
	Iteration 30Q: 3 clusters Score -254838.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -254838.421875 Penalty: 2310.780762
	Iteration 31F: 3 clusters Score -254838.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 54048 members 
Mstep: Class 2 contains 11698 members 
Mstep: Class 3 contains 1818 members 
Mstep: Class 4 contains 41950 members 
Mstep: Class 5 contains 10075 members 
Mstep: Class 6 contains 38556 members 
Mstep: Class 7 contains 33773 members 
Mstep: Class 8 contains 3890 members 
Mstep: Class 9 contains 7362 members 
Mstep: Class 10 contains 8794 members 
Mstep: Class 11 contains 4846 members 
Mstep: Class 12 contains 21819 members 
Mstep: Class 13 contains 14797 members 
Mstep: Class 14 contains 9924 members 
Mstep: Class 15 contains 1509 members 
Mstep: Class 16 contains 3705 members 
Mstep: Class 17 contains 75366 members 
Mstep: Class 18 contains 35453 members 
Mstep: Class 19 contains 21826 members 
Mstep: Class 20 contains 6352 members 
Mstep: Class 21 contains 19029 members 
Mstep: Class 22 contains 1544 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 36063 members 
Mstep: Class 25 contains 14033 members 
Mstep: Class 26 contains 5691 members 
Mstep: Class 27 contains 83112 members 
Mstep: Class 28 contains 11494 members 
Mstep: Class 29 contains 73373 members 
Mstep: Class 30 contains 1086 members 
Mstep: Class 31 contains 388 members 
Mstep: Class 32 contains 11461 members 
Mstep: Class 33 contains 1086 members 
Mstep: Class 34 contains 847 members 
Entering Unmasked Estep 
Score: -80959128.000000 Penalty: 67845.960938
Splitting cluster 15 changes total score from -80957752.000000 to -80959128.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 16 (3705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Entering Unmasked Estep 
Score: -440967.906250 Penalty: 1222.754883
	Iteration 0F: 2 clusters Score -440967.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -438096.312500 Penalty: 2445.509766
	Iteration 0F: 3 clusters Score -438096.3 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -438957.000000 Penalty: 2445.509766
	Iteration 1F: 3 clusters Score -438957 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -439202.250000 Penalty: 2445.509766
	Iteration 2F: 3 clusters Score -439202.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -439348.750000 Penalty: 2445.509766
	Iteration 3F: 3 clusters Score -439348.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -439435.218750 Penalty: 2445.509766
	Iteration 4Q: 3 clusters Score -439435.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -439508.000000 Penalty: 2445.509766
	Iteration 5Q: 3 clusters Score -439508 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -439566.187500 Penalty: 2445.509766
	Iteration 6Q: 3 clusters Score -439566.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -439622.281250 Penalty: 2445.509766
	Iteration 7Q: 3 clusters Score -439622.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -439657.500000 Penalty: 2445.509766
	Iteration 8Q: 3 clusters Score -439657.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -439682.343750 Penalty: 2445.509766
	Iteration 9Q: 3 clusters Score -439682.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -439712.968750 Penalty: 2445.509766
	Iteration 10Q: 3 clusters Score -439713 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -439740.343750 Penalty: 2445.509766
	Iteration 11Q: 3 clusters Score -439740.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -439763.625000 Penalty: 2445.509766
	Iteration 12Q: 3 clusters Score -439763.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -439784.875000 Penalty: 2445.509766
	Iteration 13Q: 3 clusters Score -439784.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -439803.343750 Penalty: 2445.509766
	Iteration 14Q: 3 clusters Score -439803.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -439819.593750 Penalty: 2445.509766
	Iteration 15Q: 3 clusters Score -439819.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -439840.531250 Penalty: 2445.509766
	Iteration 16Q: 3 clusters Score -439840.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -439855.000000 Penalty: 2445.509766
	Iteration 17Q: 3 clusters Score -439855 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -439868.437500 Penalty: 2445.509766
	Iteration 18Q: 3 clusters Score -439868.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -439877.937500 Penalty: 2445.509766
	Iteration 19Q: 3 clusters Score -439877.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -439887.718750 Penalty: 2445.509766
	Iteration 20F: 3 clusters Score -439887.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -439901.093750 Penalty: 2445.509766
	Iteration 21Q: 3 clusters Score -439901.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -439912.468750 Penalty: 2445.509766
	Iteration 22Q: 3 clusters Score -439912.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -439920.125000 Penalty: 2445.509766
	Iteration 23Q: 3 clusters Score -439920.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -439924.937500 Penalty: 2445.509766
	Iteration 24Q: 3 clusters Score -439924.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -439928.375000 Penalty: 2445.509766
	Iteration 25Q: 3 clusters Score -439928.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -439932.218750 Penalty: 2445.509766
	Iteration 26Q: 3 clusters Score -439932.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -439933.000000 Penalty: 2445.509766
	Iteration 27Q: 3 clusters Score -439933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -439933.312500 Penalty: 2445.509766
	Iteration 28Q: 3 clusters Score -439933.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -439934.906250 Penalty: 2445.509766
	Iteration 29Q: 3 clusters Score -439934.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -439935.781250 Penalty: 2445.509766
	Iteration 30Q: 3 clusters Score -439935.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -439936.375000 Penalty: 2445.509766
	Iteration 31Q: 3 clusters Score -439936.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -439936.968750 Penalty: 2445.509766
	Iteration 32Q: 3 clusters Score -439937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -439939.093750 Penalty: 2445.509766
	Iteration 33Q: 3 clusters Score -439939.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -439940.125000 Penalty: 2445.509766
	Iteration 34Q: 3 clusters Score -439940.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -439940.125000 Penalty: 2445.509766
	Iteration 35F: 3 clusters Score -439940.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (75366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75366 members 
Entering Unmasked Estep 
Score: -9559403.000000 Penalty: 1671.040527
	Iteration 0F: 2 clusters Score -9559403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37571 members 
Mstep: Class 2 contains 37795 members 
Entering Unmasked Estep 
Score: -9514550.000000 Penalty: 3342.081055
	Iteration 0F: 3 clusters Score -9514550 nChanged 35170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35739 members 
Mstep: Class 2 contains 39627 members 
Entering Unmasked Estep 
Score: -9534469.000000 Penalty: 3342.081055
	Iteration 1F: 3 clusters Score -9534469 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34452 members 
Mstep: Class 2 contains 40914 members 
Entering Unmasked Estep 
Score: -9535243.000000 Penalty: 3342.081055
	Iteration 2Q: 3 clusters Score -9535243 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32605 members 
Mstep: Class 2 contains 42761 members 
Entering Unmasked Estep 
Score: -9536295.000000 Penalty: 3342.081055
	Iteration 3Q: 3 clusters Score -9536295 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30046 members 
Mstep: Class 2 contains 45320 members 
Entering Unmasked Estep 
Score: -9537814.000000 Penalty: 3342.081055
	Iteration 4F: 3 clusters Score -9537814 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26721 members 
Mstep: Class 2 contains 48645 members 
Entering Unmasked Estep 
Score: -9539915.000000 Penalty: 3342.081055
	Iteration 5F: 3 clusters Score -9539915 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22793 members 
Mstep: Class 2 contains 52573 members 
Entering Unmasked Estep 
Score: -9542518.000000 Penalty: 3342.081055
	Iteration 6F: 3 clusters Score -9542518 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 56643 members 
Entering Unmasked Estep 
Score: -9545186.000000 Penalty: 3342.081055
	Iteration 7F: 3 clusters Score -9545186 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 60592 members 
Entering Unmasked Estep 
Score: -9547778.000000 Penalty: 3342.081055
	Iteration 8F: 3 clusters Score -9547778 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 64248 members 
Entering Unmasked Estep 
Score: -9550400.000000 Penalty: 3342.081055
	Iteration 9F: 3 clusters Score -9550400 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 67491 members 
Entering Unmasked Estep 
Score: -9552907.000000 Penalty: 3342.081055
	Iteration 10Q: 3 clusters Score -9552907 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 70106 members 
Entering Unmasked Estep 
Score: -9554864.000000 Penalty: 3342.081055
	Iteration 11Q: 3 clusters Score -9554864 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 72003 members 
Entering Unmasked Estep 
Score: -9556252.000000 Penalty: 3342.081055
	Iteration 12Q: 3 clusters Score -9556252 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 73226 members 
Entering Unmasked Estep 
Score: -9556919.000000 Penalty: 3342.081055
	Iteration 13Q: 3 clusters Score -9556919 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 73935 members 
Entering Unmasked Estep 
Score: -9557409.000000 Penalty: 3342.081055
	Iteration 14Q: 3 clusters Score -9557409 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 74358 members 
Entering Unmasked Estep 
Score: -9557645.000000 Penalty: 3342.081055
	Iteration 15Q: 3 clusters Score -9557645 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 74594 members 
Entering Unmasked Estep 
Score: -9557820.000000 Penalty: 3342.081055
	Iteration 16Q: 3 clusters Score -9557820 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 74737 members 
Entering Unmasked Estep 
Score: -9557948.000000 Penalty: 3342.081055
	Iteration 17Q: 3 clusters Score -9557948 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 74812 members 
Entering Unmasked Estep 
Score: -9558014.000000 Penalty: 3342.081055
	Iteration 18Q: 3 clusters Score -9558014 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 74855 members 
Entering Unmasked Estep 
Score: -9558053.000000 Penalty: 3342.081055
	Iteration 19Q: 3 clusters Score -9558053 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 74888 members 
Entering Unmasked Estep 
Score: -9558083.000000 Penalty: 3342.081055
	Iteration 20F: 3 clusters Score -9558083 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 74910 members 
Entering Unmasked Estep 
Score: -9558092.000000 Penalty: 3342.081055
	Iteration 21Q: 3 clusters Score -9558092 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 74920 members 
Entering Unmasked Estep 
Score: -9558121.000000 Penalty: 3342.081055
	Iteration 22Q: 3 clusters Score -9558121 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 74940 members 
Entering Unmasked Estep 
Score: -9558135.000000 Penalty: 3342.081055
	Iteration 23Q: 3 clusters Score -9558135 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 74948 members 
Entering Unmasked Estep 
Score: -9558145.000000 Penalty: 3342.081055
	Iteration 24Q: 3 clusters Score -9558145 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 74951 members 
Entering Unmasked Estep 
Score: -9558159.000000 Penalty: 3342.081055
	Iteration 25Q: 3 clusters Score -9558159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 74958 members 
Entering Unmasked Estep 
Score: -9558161.000000 Penalty: 3342.081055
	Iteration 26Q: 3 clusters Score -9558161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 74963 members 
Entering Unmasked Estep 
Score: -9558162.000000 Penalty: 3342.081055
	Iteration 27Q: 3 clusters Score -9558162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 74967 members 
Entering Unmasked Estep 
Score: -9558177.000000 Penalty: 3342.081055
	Iteration 28Q: 3 clusters Score -9558177 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 74972 members 
Entering Unmasked Estep 
Score: -9558194.000000 Penalty: 3342.081055
	Iteration 29Q: 3 clusters Score -9558194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 74973 members 
Entering Unmasked Estep 
Score: -9558179.000000 Penalty: 3342.081055
	Iteration 30Q: 3 clusters Score -9558179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 74977 members 
Entering Unmasked Estep 
Score: -9558186.000000 Penalty: 3342.081055
	Iteration 31Q: 3 clusters Score -9558186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 74977 members 
Entering Unmasked Estep 
Score: -9558191.000000 Penalty: 3342.081055
	Iteration 32Q: 3 clusters Score -9558191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 74977 members 
Entering Unmasked Estep 
Score: -9558191.000000 Penalty: 3342.081055
	Iteration 33F: 3 clusters Score -9558191 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (35453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35453 members 
Entering Unmasked Estep 
Score: -4455029.000000 Penalty: 1558.823364
	Iteration 0F: 2 clusters Score -4455029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -4431883.500000 Penalty: 3117.646729
	Iteration 0F: 3 clusters Score -4431884 nChanged 16172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -4440895.500000 Penalty: 3117.646729
	Iteration 1F: 3 clusters Score -4440896 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -4441372.000000 Penalty: 3117.646729
	Iteration 2Q: 3 clusters Score -4441372 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -4441719.500000 Penalty: 3117.646729
	Iteration 3Q: 3 clusters Score -4441720 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -4442061.500000 Penalty: 3117.646729
	Iteration 4Q: 3 clusters Score -4442062 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -4442461.000000 Penalty: 3117.646729
	Iteration 5Q: 3 clusters Score -4442461 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -4442873.000000 Penalty: 3117.646729
	Iteration 6Q: 3 clusters Score -4442873 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -4443353.000000 Penalty: 3117.646729
	Iteration 7Q: 3 clusters Score -4443353 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -4443875.000000 Penalty: 3117.646729
	Iteration 8Q: 3 clusters Score -4443875 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23390 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -4444499.500000 Penalty: 3117.646729
	Iteration 9Q: 3 clusters Score -4444500 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24862 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -4445279.500000 Penalty: 3117.646729
	Iteration 10Q: 3 clusters Score -4445280 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26585 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -4446325.000000 Penalty: 3117.646729
	Iteration 11F: 3 clusters Score -4446325 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28517 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -4447695.000000 Penalty: 3117.646729
	Iteration 12F: 3 clusters Score -4447695 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30538 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -4449338.500000 Penalty: 3117.646729
	Iteration 13F: 3 clusters Score -4449338 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32347 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -4450963.500000 Penalty: 3117.646729
	Iteration 14F: 3 clusters Score -4450964 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33723 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -4452232.500000 Penalty: 3117.646729
	Iteration 15Q: 3 clusters Score -4452232 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34495 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -4452920.000000 Penalty: 3117.646729
	Iteration 16Q: 3 clusters Score -4452920 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34866 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -4453320.500000 Penalty: 3117.646729
	Iteration 17Q: 3 clusters Score -4453320 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35033 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -4453539.000000 Penalty: 3117.646729
	Iteration 18Q: 3 clusters Score -4453539 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35105 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -4453650.000000 Penalty: 3117.646729
	Iteration 19Q: 3 clusters Score -4453650 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35138 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -4453703.500000 Penalty: 3117.646729
	Iteration 20F: 3 clusters Score -4453704 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35157 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -4453738.000000 Penalty: 3117.646729
	Iteration 21Q: 3 clusters Score -4453738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35163 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -4453756.500000 Penalty: 3117.646729
	Iteration 22Q: 3 clusters Score -4453756 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35174 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -4453777.500000 Penalty: 3117.646729
	Iteration 23Q: 3 clusters Score -4453778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35182 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -4453790.500000 Penalty: 3117.646729
	Iteration 24Q: 3 clusters Score -4453790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35185 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -4453801.000000 Penalty: 3117.646729
	Iteration 25Q: 3 clusters Score -4453801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35187 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -4453804.000000 Penalty: 3117.646729
	Iteration 26Q: 3 clusters Score -4453804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35188 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -4453805.000000 Penalty: 3117.646729
	Iteration 27Q: 3 clusters Score -4453805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35189 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -4453803.500000 Penalty: 3117.646729
	Iteration 28Q: 3 clusters Score -4453804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35190 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -4453809.500000 Penalty: 3117.646729
	Iteration 29Q: 3 clusters Score -4453810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35190 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -4453809.500000 Penalty: 3117.646729
	Iteration 30F: 3 clusters Score -4453810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (21826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Entering Unmasked Estep 
Score: -2763395.750000 Penalty: 1486.639526
	Iteration 0F: 2 clusters Score -2763396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -2749034.500000 Penalty: 2973.279053
	Iteration 0F: 3 clusters Score -2749034 nChanged 9619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -2754209.000000 Penalty: 2973.279053
	Iteration 1F: 3 clusters Score -2754209 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -2754794.500000 Penalty: 2973.279053
	Iteration 2F: 3 clusters Score -2754794 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -2755455.250000 Penalty: 2973.279053
	Iteration 3F: 3 clusters Score -2755455 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -2756278.500000 Penalty: 2973.279053
	Iteration 4F: 3 clusters Score -2756278 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -2757323.250000 Penalty: 2973.279053
	Iteration 5F: 3 clusters Score -2757323 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -2758569.750000 Penalty: 2973.279053
	Iteration 6F: 3 clusters Score -2758570 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -2759776.000000 Penalty: 2973.279053
	Iteration 7F: 3 clusters Score -2759776 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -2760724.750000 Penalty: 2973.279053
	Iteration 8F: 3 clusters Score -2760725 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -2761451.250000 Penalty: 2973.279053
	Iteration 9Q: 3 clusters Score -2761451 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -2761914.500000 Penalty: 2973.279053
	Iteration 10Q: 3 clusters Score -2761914 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19516 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -2762150.750000 Penalty: 2973.279053
	Iteration 11Q: 3 clusters Score -2762151 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19691 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -2762283.500000 Penalty: 2973.279053
	Iteration 12Q: 3 clusters Score -2762284 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -2762361.000000 Penalty: 2973.279053
	Iteration 13Q: 3 clusters Score -2762361 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -2762404.250000 Penalty: 2973.279053
	Iteration 14Q: 3 clusters Score -2762404 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -2762432.000000 Penalty: 2973.279053
	Iteration 15Q: 3 clusters Score -2762432 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -2762441.750000 Penalty: 2973.279053
	Iteration 16Q: 3 clusters Score -2762442 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -2762461.500000 Penalty: 2973.279053
	Iteration 17Q: 3 clusters Score -2762462 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -2762470.250000 Penalty: 2973.279053
	Iteration 18Q: 3 clusters Score -2762470 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20155 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -2762490.750000 Penalty: 2973.279053
	Iteration 19Q: 3 clusters Score -2762491 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -2762506.500000 Penalty: 2973.279053
	Iteration 20F: 3 clusters Score -2762506 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2762521.500000 Penalty: 2973.279053
	Iteration 21Q: 3 clusters Score -2762522 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -2762533.750000 Penalty: 2973.279053
	Iteration 22Q: 3 clusters Score -2762534 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2762549.250000 Penalty: 2973.279053
	Iteration 23Q: 3 clusters Score -2762549 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2762554.250000 Penalty: 2973.279053
	Iteration 24Q: 3 clusters Score -2762554 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2762567.750000 Penalty: 2973.279053
	Iteration 25Q: 3 clusters Score -2762568 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2762572.750000 Penalty: 2973.279053
	Iteration 26Q: 3 clusters Score -2762573 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2762577.250000 Penalty: 2973.279053
	Iteration 27Q: 3 clusters Score -2762577 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2762585.000000 Penalty: 2973.279053
	Iteration 28Q: 3 clusters Score -2762585 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2762590.000000 Penalty: 2973.279053
	Iteration 29Q: 3 clusters Score -2762590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2762591.000000 Penalty: 2973.279053
	Iteration 30Q: 3 clusters Score -2762591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2762592.250000 Penalty: 2973.279053
	Iteration 31Q: 3 clusters Score -2762592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2762592.500000 Penalty: 2973.279053
	Iteration 32Q: 3 clusters Score -2762592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2762591.250000 Penalty: 2973.279053
	Iteration 33Q: 3 clusters Score -2762591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2762594.250000 Penalty: 2973.279053
	Iteration 34Q: 3 clusters Score -2762594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2762595.500000 Penalty: 2973.279053
	Iteration 35Q: 3 clusters Score -2762596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20451 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2762597.750000 Penalty: 2973.279053
	Iteration 36Q: 3 clusters Score -2762598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20453 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2762597.000000 Penalty: 2973.279053
	Iteration 37Q: 3 clusters Score -2762597 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20453 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2762597.000000 Penalty: 2973.279053
	Iteration 38F: 3 clusters Score -2762597 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Entering Unmasked Estep 
Score: -788730.187500 Penalty: 1302.970947
	Iteration 0F: 2 clusters Score -788730.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -784206.562500 Penalty: 2605.941895
	Iteration 0F: 3 clusters Score -784206.6 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -785593.500000 Penalty: 2605.941895
	Iteration 1F: 3 clusters Score -785593.5 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -785833.125000 Penalty: 2605.941895
	Iteration 2F: 3 clusters Score -785833.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -785972.812500 Penalty: 2605.941895
	Iteration 3Q: 3 clusters Score -785972.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -786063.062500 Penalty: 2605.941895
	Iteration 4Q: 3 clusters Score -786063.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -786130.375000 Penalty: 2605.941895
	Iteration 5Q: 3 clusters Score -786130.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -786207.250000 Penalty: 2605.941895
	Iteration 6Q: 3 clusters Score -786207.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -786279.812500 Penalty: 2605.941895
	Iteration 7Q: 3 clusters Score -786279.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -786352.625000 Penalty: 2605.941895
	Iteration 8Q: 3 clusters Score -786352.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -786419.187500 Penalty: 2605.941895
	Iteration 9Q: 3 clusters Score -786419.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -786491.125000 Penalty: 2605.941895
	Iteration 10Q: 3 clusters Score -786491.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -786557.312500 Penalty: 2605.941895
	Iteration 11Q: 3 clusters Score -786557.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -786630.000000 Penalty: 2605.941895
	Iteration 12Q: 3 clusters Score -786630 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -786696.250000 Penalty: 2605.941895
	Iteration 13Q: 3 clusters Score -786696.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -786771.937500 Penalty: 2605.941895
	Iteration 14Q: 3 clusters Score -786771.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -786825.375000 Penalty: 2605.941895
	Iteration 15Q: 3 clusters Score -786825.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -786883.000000 Penalty: 2605.941895
	Iteration 16Q: 3 clusters Score -786883 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -786940.375000 Penalty: 2605.941895
	Iteration 17Q: 3 clusters Score -786940.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -786986.250000 Penalty: 2605.941895
	Iteration 18Q: 3 clusters Score -786986.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -787013.437500 Penalty: 2605.941895
	Iteration 19Q: 3 clusters Score -787013.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -787044.062500 Penalty: 2605.941895
	Iteration 20F: 3 clusters Score -787044.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -787073.687500 Penalty: 2605.941895
	Iteration 21Q: 3 clusters Score -787073.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -787101.187500 Penalty: 2605.941895
	Iteration 22Q: 3 clusters Score -787101.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -787130.187500 Penalty: 2605.941895
	Iteration 23Q: 3 clusters Score -787130.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -787154.750000 Penalty: 2605.941895
	Iteration 24Q: 3 clusters Score -787154.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -787173.375000 Penalty: 2605.941895
	Iteration 25Q: 3 clusters Score -787173.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -787204.625000 Penalty: 2605.941895
	Iteration 26Q: 3 clusters Score -787204.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -787231.625000 Penalty: 2605.941895
	Iteration 27Q: 3 clusters Score -787231.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -787252.125000 Penalty: 2605.941895
	Iteration 28Q: 3 clusters Score -787252.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -787280.000000 Penalty: 2605.941895
	Iteration 29Q: 3 clusters Score -787280 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -787300.000000 Penalty: 2605.941895
	Iteration 30Q: 3 clusters Score -787300 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -787316.062500 Penalty: 2605.941895
	Iteration 31Q: 3 clusters Score -787316.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -787336.312500 Penalty: 2605.941895
	Iteration 32Q: 3 clusters Score -787336.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -787355.500000 Penalty: 2605.941895
	Iteration 33Q: 3 clusters Score -787355.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -787376.937500 Penalty: 2605.941895
	Iteration 34Q: 3 clusters Score -787376.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -787396.937500 Penalty: 2605.941895
	Iteration 35Q: 3 clusters Score -787396.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -787414.875000 Penalty: 2605.941895
	Iteration 36Q: 3 clusters Score -787414.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -787426.687500 Penalty: 2605.941895
	Iteration 37Q: 3 clusters Score -787426.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -787443.187500 Penalty: 2605.941895
	Iteration 38Q: 3 clusters Score -787443.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -787459.562500 Penalty: 2605.941895
	Iteration 39Q: 3 clusters Score -787459.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -787480.875000 Penalty: 2605.941895
	Iteration 40F: 3 clusters Score -787480.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -787504.500000 Penalty: 2605.941895
	Iteration 41Q: 3 clusters Score -787504.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -787522.562500 Penalty: 2605.941895
	Iteration 42Q: 3 clusters Score -787522.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -787535.125000 Penalty: 2605.941895
	Iteration 43Q: 3 clusters Score -787535.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -787550.062500 Penalty: 2605.941895
	Iteration 44Q: 3 clusters Score -787550.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -787562.812500 Penalty: 2605.941895
	Iteration 45Q: 3 clusters Score -787562.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -787577.187500 Penalty: 2605.941895
	Iteration 46Q: 3 clusters Score -787577.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -787598.937500 Penalty: 2605.941895
	Iteration 47Q: 3 clusters Score -787598.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -787619.625000 Penalty: 2605.941895
	Iteration 48Q: 3 clusters Score -787619.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -787635.375000 Penalty: 2605.941895
	Iteration 49Q: 3 clusters Score -787635.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -787652.937500 Penalty: 2605.941895
	Iteration 50Q: 3 clusters Score -787652.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -787664.187500 Penalty: 2605.941895
	Iteration 51Q: 3 clusters Score -787664.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -787669.687500 Penalty: 2605.941895
	Iteration 52Q: 3 clusters Score -787669.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -787676.062500 Penalty: 2605.941895
	Iteration 53Q: 3 clusters Score -787676.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -787681.562500 Penalty: 2605.941895
	Iteration 54Q: 3 clusters Score -787681.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -787684.937500 Penalty: 2605.941895
	Iteration 55Q: 3 clusters Score -787684.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -787687.875000 Penalty: 2605.941895
	Iteration 56Q: 3 clusters Score -787687.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -787691.750000 Penalty: 2605.941895
	Iteration 57Q: 3 clusters Score -787691.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -787695.437500 Penalty: 2605.941895
	Iteration 58Q: 3 clusters Score -787695.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -787699.500000 Penalty: 2605.941895
	Iteration 59Q: 3 clusters Score -787699.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -787705.187500 Penalty: 2605.941895
	Iteration 60F: 3 clusters Score -787705.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -787710.312500 Penalty: 2605.941895
	Iteration 61Q: 3 clusters Score -787710.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -787718.812500 Penalty: 2605.941895
	Iteration 62Q: 3 clusters Score -787718.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -787725.437500 Penalty: 2605.941895
	Iteration 63Q: 3 clusters Score -787725.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -787735.500000 Penalty: 2605.941895
	Iteration 64Q: 3 clusters Score -787735.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -787740.750000 Penalty: 2605.941895
	Iteration 65Q: 3 clusters Score -787740.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -787746.125000 Penalty: 2605.941895
	Iteration 66Q: 3 clusters Score -787746.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -787752.062500 Penalty: 2605.941895
	Iteration 67Q: 3 clusters Score -787752.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -787756.375000 Penalty: 2605.941895
	Iteration 68Q: 3 clusters Score -787756.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -787757.125000 Penalty: 2605.941895
	Iteration 69Q: 3 clusters Score -787757.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -787761.250000 Penalty: 2605.941895
	Iteration 70Q: 3 clusters Score -787761.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -787761.687500 Penalty: 2605.941895
	Iteration 71Q: 3 clusters Score -787761.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -787764.125000 Penalty: 2605.941895
	Iteration 72Q: 3 clusters Score -787764.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -787769.312500 Penalty: 2605.941895
	Iteration 73Q: 3 clusters Score -787769.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -787771.875000 Penalty: 2605.941895
	Iteration 74Q: 3 clusters Score -787771.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -787776.500000 Penalty: 2605.941895
	Iteration 75Q: 3 clusters Score -787776.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -787775.875000 Penalty: 2605.941895
	Iteration 76Q: 3 clusters Score -787775.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -787777.500000 Penalty: 2605.941895
	Iteration 77Q: 3 clusters Score -787777.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -787778.437500 Penalty: 2605.941895
	Iteration 78Q: 3 clusters Score -787778.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -787779.812500 Penalty: 2605.941895
	Iteration 79Q: 3 clusters Score -787779.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -787781.187500 Penalty: 2605.941895
	Iteration 80F: 3 clusters Score -787781.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -787782.687500 Penalty: 2605.941895
	Iteration 81Q: 3 clusters Score -787782.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -787783.187500 Penalty: 2605.941895
	Iteration 82Q: 3 clusters Score -787783.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -787783.062500 Penalty: 2605.941895
	Iteration 83Q: 3 clusters Score -787783.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -787783.125000 Penalty: 2605.941895
	Iteration 84Q: 3 clusters Score -787783.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -787784.312500 Penalty: 2605.941895
	Iteration 85Q: 3 clusters Score -787784.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -787786.375000 Penalty: 2605.941895
	Iteration 86Q: 3 clusters Score -787786.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -787786.750000 Penalty: 2605.941895
	Iteration 87Q: 3 clusters Score -787786.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -787787.250000 Penalty: 2605.941895
	Iteration 88Q: 3 clusters Score -787787.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -787787.750000 Penalty: 2605.941895
	Iteration 89Q: 3 clusters Score -787787.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -787790.562500 Penalty: 2605.941895
	Iteration 90Q: 3 clusters Score -787790.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -787787.812500 Penalty: 2605.941895
	Iteration 91Q: 3 clusters Score -787787.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -787787.812500 Penalty: 2605.941895
	Iteration 92F: 3 clusters Score -787787.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Entering Unmasked Estep 
Score: -2397020.500000 Penalty: 1466.233521
	Iteration 0F: 2 clusters Score -2397020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -2384519.000000 Penalty: 2932.467041
	Iteration 0F: 3 clusters Score -2384519 nChanged 8395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -2389030.000000 Penalty: 2932.467041
	Iteration 1F: 3 clusters Score -2389030 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -2389441.000000 Penalty: 2932.467041
	Iteration 2F: 3 clusters Score -2389441 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -2389815.250000 Penalty: 2932.467041
	Iteration 3Q: 3 clusters Score -2389815 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -2390158.000000 Penalty: 2932.467041
	Iteration 4Q: 3 clusters Score -2390158 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -2390558.750000 Penalty: 2932.467041
	Iteration 5Q: 3 clusters Score -2390559 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -2390994.750000 Penalty: 2932.467041
	Iteration 6Q: 3 clusters Score -2390995 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -2391580.250000 Penalty: 2932.467041
	Iteration 7F: 3 clusters Score -2391580 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -2392326.750000 Penalty: 2932.467041
	Iteration 8F: 3 clusters Score -2392327 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -2393172.750000 Penalty: 2932.467041
	Iteration 9F: 3 clusters Score -2393173 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -2394000.500000 Penalty: 2932.467041
	Iteration 10F: 3 clusters Score -2394000 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -2394741.500000 Penalty: 2932.467041
	Iteration 11Q: 3 clusters Score -2394742 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -2395236.500000 Penalty: 2932.467041
	Iteration 12Q: 3 clusters Score -2395236 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -2395498.750000 Penalty: 2932.467041
	Iteration 13Q: 3 clusters Score -2395499 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -2395642.000000 Penalty: 2932.467041
	Iteration 14Q: 3 clusters Score -2395642 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 18691 members 
Entering Unmasked Estep 
Score: -2395707.250000 Penalty: 2932.467041
	Iteration 15Q: 3 clusters Score -2395707 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -2395766.000000 Penalty: 2932.467041
	Iteration 16Q: 3 clusters Score -2395766 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -2395804.500000 Penalty: 2932.467041
	Iteration 17Q: 3 clusters Score -2395804 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -2395833.250000 Penalty: 2932.467041
	Iteration 18Q: 3 clusters Score -2395833 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -2395853.750000 Penalty: 2932.467041
	Iteration 19Q: 3 clusters Score -2395854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 18767 members 
Entering Unmasked Estep 
Score: -2395862.250000 Penalty: 2932.467041
	Iteration 20F: 3 clusters Score -2395862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -2395863.000000 Penalty: 2932.467041
	Iteration 21Q: 3 clusters Score -2395863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -2395866.750000 Penalty: 2932.467041
	Iteration 22Q: 3 clusters Score -2395867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -2395871.000000 Penalty: 2932.467041
	Iteration 23Q: 3 clusters Score -2395871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -2395871.000000 Penalty: 2932.467041
	Iteration 24Q: 3 clusters Score -2395871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -2395871.000000 Penalty: 2932.467041
	Iteration 25F: 3 clusters Score -2395871 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Entering Unmasked Estep 
Score: -135276.437500 Penalty: 1092.509155
	Iteration 0F: 2 clusters Score -135276.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -133841.375000 Penalty: 2185.018311
	Iteration 0F: 3 clusters Score -133841.4 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -134888.968750 Penalty: 2185.018311
	Iteration 1F: 3 clusters Score -134889 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -135706.593750 Penalty: 2185.018311
	Iteration 2F: 3 clusters Score -135706.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -136342.046875 Penalty: 2185.018311
	Iteration 3F: 3 clusters Score -136342 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -136728.390625 Penalty: 2185.018311
	Iteration 4F: 3 clusters Score -136728.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -136891.859375 Penalty: 2185.018311
	Iteration 5Q: 3 clusters Score -136891.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -136947.343750 Penalty: 2185.018311
	Iteration 6Q: 3 clusters Score -136947.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -136988.656250 Penalty: 2185.018311
	Iteration 7Q: 3 clusters Score -136988.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -137023.968750 Penalty: 2185.018311
	Iteration 8Q: 3 clusters Score -137024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -137045.687500 Penalty: 2185.018311
	Iteration 9Q: 3 clusters Score -137045.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -137093.968750 Penalty: 2185.018311
	Iteration 10Q: 3 clusters Score -137094 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -137188.046875 Penalty: 2185.018311
	Iteration 11Q: 3 clusters Score -137188 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -137281.281250 Penalty: 2185.018311
	Iteration 12Q: 3 clusters Score -137281.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -137321.203125 Penalty: 2185.018311
	Iteration 13Q: 3 clusters Score -137321.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -137339.296875 Penalty: 2185.018311
	Iteration 14Q: 3 clusters Score -137339.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -137364.515625 Penalty: 2185.018311
	Iteration 15Q: 3 clusters Score -137364.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -137385.515625 Penalty: 2185.018311
	Iteration 16Q: 3 clusters Score -137385.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -137406.359375 Penalty: 2185.018311
	Iteration 17Q: 3 clusters Score -137406.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -137435.687500 Penalty: 2185.018311
	Iteration 18Q: 3 clusters Score -137435.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -137457.265625 Penalty: 2185.018311
	Iteration 19Q: 3 clusters Score -137457.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -137475.796875 Penalty: 2185.018311
	Iteration 20F: 3 clusters Score -137475.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -137514.125000 Penalty: 2185.018311
	Iteration 21Q: 3 clusters Score -137514.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -137604.578125 Penalty: 2185.018311
	Iteration 22Q: 3 clusters Score -137604.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -137905.671875 Penalty: 2185.018311
	Iteration 23Q: 3 clusters Score -137905.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -138131.843750 Penalty: 2185.018311
	Iteration 24Q: 3 clusters Score -138131.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -138186.468750 Penalty: 2185.018311
	Iteration 25Q: 3 clusters Score -138186.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -138189.671875 Penalty: 2185.018311
	Iteration 26Q: 3 clusters Score -138189.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -138189.671875 Penalty: 2185.018311
	Iteration 27F: 3 clusters Score -138189.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 54048 members 
Mstep: Class 2 contains 11698 members 
Mstep: Class 3 contains 1818 members 
Mstep: Class 4 contains 41950 members 
Mstep: Class 5 contains 10075 members 
Mstep: Class 6 contains 38556 members 
Mstep: Class 7 contains 33773 members 
Mstep: Class 8 contains 3890 members 
Mstep: Class 9 contains 7362 members 
Mstep: Class 10 contains 8794 members 
Mstep: Class 11 contains 4846 members 
Mstep: Class 12 contains 21819 members 
Mstep: Class 13 contains 14797 members 
Mstep: Class 14 contains 9924 members 
Mstep: Class 15 contains 1509 members 
Mstep: Class 16 contains 3705 members 
Mstep: Class 17 contains 75366 members 
Mstep: Class 18 contains 35453 members 
Mstep: Class 19 contains 21826 members 
Mstep: Class 20 contains 6352 members 
Mstep: Class 21 contains 19029 members 
Mstep: Class 22 contains 1020 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 36063 members 
Mstep: Class 25 contains 14033 members 
Mstep: Class 26 contains 5691 members 
Mstep: Class 27 contains 83112 members 
Mstep: Class 28 contains 11494 members 
Mstep: Class 29 contains 73373 members 
Mstep: Class 30 contains 1086 members 
Mstep: Class 31 contains 388 members 
Mstep: Class 32 contains 11461 members 
Mstep: Class 33 contains 1086 members 
Mstep: Class 34 contains 847 members 
Mstep: Class 35 contains 524 members 
Entering Unmasked Estep 
Score: -80961024.000000 Penalty: 69841.421875
Splitting cluster 22 changes total score from -80957752.000000 to -80961024.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 23 (135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Entering Unmasked Estep 
Score: -12916.958984 Penalty: 729.904907
	Iteration 0F: 2 clusters Score -12916.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -12481.616211 Penalty: 1459.809814
	Iteration 0F: 3 clusters Score -12481.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -12528.301758 Penalty: 1459.809814
	Iteration 1F: 3 clusters Score -12528.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -12545.362305 Penalty: 1459.809814
	Iteration 2Q: 3 clusters Score -12545.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -12555.189453 Penalty: 1459.809814
	Iteration 3Q: 3 clusters Score -12555.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -12555.189453 Penalty: 1459.809814
	Iteration 4F: 3 clusters Score -12555.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (36063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36063 members 
Entering Unmasked Estep 
Score: -4559377.000000 Penalty: 1561.361816
	Iteration 0F: 2 clusters Score -4559377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -4536197.500000 Penalty: 3122.723633
	Iteration 0F: 3 clusters Score -4536198 nChanged 16301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -4545099.000000 Penalty: 3122.723633
	Iteration 1F: 3 clusters Score -4545099 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -4545785.500000 Penalty: 3122.723633
	Iteration 2F: 3 clusters Score -4545786 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -4546439.000000 Penalty: 3122.723633
	Iteration 3Q: 3 clusters Score -4546439 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 20502 members 
Entering Unmasked Estep 
Score: -4547135.000000 Penalty: 3122.723633
	Iteration 4Q: 3 clusters Score -4547135 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -4547940.500000 Penalty: 3122.723633
	Iteration 5F: 3 clusters Score -4547940 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 22832 members 
Entering Unmasked Estep 
Score: -4548893.000000 Penalty: 3122.723633
	Iteration 6F: 3 clusters Score -4548893 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 24318 members 
Entering Unmasked Estep 
Score: -4549888.500000 Penalty: 3122.723633
	Iteration 7F: 3 clusters Score -4549888 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 25979 members 
Entering Unmasked Estep 
Score: -4551009.500000 Penalty: 3122.723633
	Iteration 8F: 3 clusters Score -4551010 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 27703 members 
Entering Unmasked Estep 
Score: -4552109.000000 Penalty: 3122.723633
	Iteration 9F: 3 clusters Score -4552109 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 29397 members 
Entering Unmasked Estep 
Score: -4553252.500000 Penalty: 3122.723633
	Iteration 10Q: 3 clusters Score -4553252 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 31037 members 
Entering Unmasked Estep 
Score: -4554371.500000 Penalty: 3122.723633
	Iteration 11Q: 3 clusters Score -4554372 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 32440 members 
Entering Unmasked Estep 
Score: -4555455.500000 Penalty: 3122.723633
	Iteration 12Q: 3 clusters Score -4555456 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 33552 members 
Entering Unmasked Estep 
Score: -4556319.500000 Penalty: 3122.723633
	Iteration 13Q: 3 clusters Score -4556320 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 34370 members 
Entering Unmasked Estep 
Score: -4556975.500000 Penalty: 3122.723633
	Iteration 14Q: 3 clusters Score -4556976 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 34919 members 
Entering Unmasked Estep 
Score: -4557392.500000 Penalty: 3122.723633
	Iteration 15Q: 3 clusters Score -4557392 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 35237 members 
Entering Unmasked Estep 
Score: -4557671.500000 Penalty: 3122.723633
	Iteration 16Q: 3 clusters Score -4557672 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 35410 members 
Entering Unmasked Estep 
Score: -4557819.000000 Penalty: 3122.723633
	Iteration 17Q: 3 clusters Score -4557819 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 35521 members 
Entering Unmasked Estep 
Score: -4557939.500000 Penalty: 3122.723633
	Iteration 18Q: 3 clusters Score -4557940 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 35586 members 
Entering Unmasked Estep 
Score: -4557999.000000 Penalty: 3122.723633
	Iteration 19Q: 3 clusters Score -4557999 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 35618 members 
Entering Unmasked Estep 
Score: -4558020.500000 Penalty: 3122.723633
	Iteration 20F: 3 clusters Score -4558020 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 35638 members 
Entering Unmasked Estep 
Score: -4558047.000000 Penalty: 3122.723633
	Iteration 21Q: 3 clusters Score -4558047 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 35655 members 
Entering Unmasked Estep 
Score: -4558065.500000 Penalty: 3122.723633
	Iteration 22Q: 3 clusters Score -4558066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 35662 members 
Entering Unmasked Estep 
Score: -4558070.000000 Penalty: 3122.723633
	Iteration 23Q: 3 clusters Score -4558070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 35667 members 
Entering Unmasked Estep 
Score: -4558086.000000 Penalty: 3122.723633
	Iteration 24Q: 3 clusters Score -4558086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 35676 members 
Entering Unmasked Estep 
Score: -4558096.000000 Penalty: 3122.723633
	Iteration 25Q: 3 clusters Score -4558096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 35676 members 
Entering Unmasked Estep 
Score: -4558099.000000 Penalty: 3122.723633
	Iteration 26Q: 3 clusters Score -4558099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 35677 members 
Entering Unmasked Estep 
Score: -4558096.000000 Penalty: 3122.723633
	Iteration 27Q: 3 clusters Score -4558096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 35677 members 
Entering Unmasked Estep 
Score: -4558096.000000 Penalty: 3122.723633
	Iteration 28F: 3 clusters Score -4558096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (14033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Entering Unmasked Estep 
Score: -1699808.750000 Penalty: 1420.916016
	Iteration 0F: 2 clusters Score -1699809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1690451.375000 Penalty: 2841.832031
	Iteration 0F: 3 clusters Score -1690451 nChanged 6029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1693604.500000 Penalty: 2841.832031
	Iteration 1F: 3 clusters Score -1693604 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1693935.250000 Penalty: 2841.832031
	Iteration 2F: 3 clusters Score -1693935 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1694166.250000 Penalty: 2841.832031
	Iteration 3Q: 3 clusters Score -1694166 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1694383.000000 Penalty: 2841.832031
	Iteration 4Q: 3 clusters Score -1694383 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1694565.875000 Penalty: 2841.832031
	Iteration 5Q: 3 clusters Score -1694566 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1694736.125000 Penalty: 2841.832031
	Iteration 6Q: 3 clusters Score -1694736 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1694893.750000 Penalty: 2841.832031
	Iteration 7Q: 3 clusters Score -1694894 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1695059.000000 Penalty: 2841.832031
	Iteration 8Q: 3 clusters Score -1695059 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1695180.125000 Penalty: 2841.832031
	Iteration 9Q: 3 clusters Score -1695180 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1695302.625000 Penalty: 2841.832031
	Iteration 10Q: 3 clusters Score -1695303 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1695433.000000 Penalty: 2841.832031
	Iteration 11Q: 3 clusters Score -1695433 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1695575.250000 Penalty: 2841.832031
	Iteration 12Q: 3 clusters Score -1695575 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1695718.500000 Penalty: 2841.832031
	Iteration 13Q: 3 clusters Score -1695718 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1695887.750000 Penalty: 2841.832031
	Iteration 14Q: 3 clusters Score -1695888 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1696079.625000 Penalty: 2841.832031
	Iteration 15Q: 3 clusters Score -1696080 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1696291.250000 Penalty: 2841.832031
	Iteration 16Q: 3 clusters Score -1696291 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1696512.750000 Penalty: 2841.832031
	Iteration 17Q: 3 clusters Score -1696513 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1696727.750000 Penalty: 2841.832031
	Iteration 18Q: 3 clusters Score -1696728 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1696893.000000 Penalty: 2841.832031
	Iteration 19Q: 3 clusters Score -1696893 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1697020.750000 Penalty: 2841.832031
	Iteration 20F: 3 clusters Score -1697021 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1697107.625000 Penalty: 2841.832031
	Iteration 21Q: 3 clusters Score -1697108 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1697161.750000 Penalty: 2841.832031
	Iteration 22Q: 3 clusters Score -1697162 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1697185.250000 Penalty: 2841.832031
	Iteration 23Q: 3 clusters Score -1697185 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1697206.375000 Penalty: 2841.832031
	Iteration 24Q: 3 clusters Score -1697206 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1697216.625000 Penalty: 2841.832031
	Iteration 25Q: 3 clusters Score -1697217 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1697226.625000 Penalty: 2841.832031
	Iteration 26Q: 3 clusters Score -1697227 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1697240.625000 Penalty: 2841.832031
	Iteration 27Q: 3 clusters Score -1697241 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1697243.000000 Penalty: 2841.832031
	Iteration 28Q: 3 clusters Score -1697243 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1697242.750000 Penalty: 2841.832031
	Iteration 29Q: 3 clusters Score -1697243 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1697246.750000 Penalty: 2841.832031
	Iteration 30Q: 3 clusters Score -1697247 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1697259.125000 Penalty: 2841.832031
	Iteration 31Q: 3 clusters Score -1697259 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1697263.000000 Penalty: 2841.832031
	Iteration 32Q: 3 clusters Score -1697263 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1697275.125000 Penalty: 2841.832031
	Iteration 33Q: 3 clusters Score -1697275 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1697269.500000 Penalty: 2841.832031
	Iteration 34Q: 3 clusters Score -1697270 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1697273.625000 Penalty: 2841.832031
	Iteration 35Q: 3 clusters Score -1697274 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1697278.000000 Penalty: 2841.832031
	Iteration 36Q: 3 clusters Score -1697278 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1697284.375000 Penalty: 2841.832031
	Iteration 37Q: 3 clusters Score -1697284 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1697289.625000 Penalty: 2841.832031
	Iteration 38Q: 3 clusters Score -1697290 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1697285.875000 Penalty: 2841.832031
	Iteration 39Q: 3 clusters Score -1697286 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1697293.250000 Penalty: 2841.832031
	Iteration 40F: 3 clusters Score -1697293 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1697291.500000 Penalty: 2841.832031
	Iteration 41Q: 3 clusters Score -1697292 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1697291.500000 Penalty: 2841.832031
	Iteration 42Q: 3 clusters Score -1697292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1697298.000000 Penalty: 2841.832031
	Iteration 43Q: 3 clusters Score -1697298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1697300.875000 Penalty: 2841.832031
	Iteration 44Q: 3 clusters Score -1697301 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1697301.750000 Penalty: 2841.832031
	Iteration 45Q: 3 clusters Score -1697302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1697302.250000 Penalty: 2841.832031
	Iteration 46Q: 3 clusters Score -1697302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1697301.250000 Penalty: 2841.832031
	Iteration 47Q: 3 clusters Score -1697301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1697301.875000 Penalty: 2841.832031
	Iteration 48Q: 3 clusters Score -1697302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1697303.250000 Penalty: 2841.832031
	Iteration 49Q: 3 clusters Score -1697303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1697303.500000 Penalty: 2841.832031
	Iteration 50Q: 3 clusters Score -1697304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1697301.125000 Penalty: 2841.832031
	Iteration 51Q: 3 clusters Score -1697301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1697301.500000 Penalty: 2841.832031
	Iteration 52Q: 3 clusters Score -1697302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1697302.375000 Penalty: 2841.832031
	Iteration 53Q: 3 clusters Score -1697302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1697301.375000 Penalty: 2841.832031
	Iteration 54Q: 3 clusters Score -1697301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1697301.375000 Penalty: 2841.832031
	Iteration 55Q: 3 clusters Score -1697301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1697303.000000 Penalty: 2841.832031
	Iteration 56Q: 3 clusters Score -1697303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1697303.375000 Penalty: 2841.832031
	Iteration 57Q: 3 clusters Score -1697303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1697303.375000 Penalty: 2841.832031
	Iteration 58Q: 3 clusters Score -1697303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1697305.000000 Penalty: 2841.832031
	Iteration 59Q: 3 clusters Score -1697305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1697302.625000 Penalty: 2841.832031
	Iteration 60F: 3 clusters Score -1697303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1697304.500000 Penalty: 2841.832031
	Iteration 61Q: 3 clusters Score -1697304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1697306.750000 Penalty: 2841.832031
	Iteration 62Q: 3 clusters Score -1697307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1697307.375000 Penalty: 2841.832031
	Iteration 63Q: 3 clusters Score -1697307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1697305.875000 Penalty: 2841.832031
	Iteration 64Q: 3 clusters Score -1697306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1697306.500000 Penalty: 2841.832031
	Iteration 65Q: 3 clusters Score -1697306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1697306.375000 Penalty: 2841.832031
	Iteration 66Q: 3 clusters Score -1697306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1697306.375000 Penalty: 2841.832031
	Iteration 67F: 3 clusters Score -1697306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Entering Unmasked Estep 
Score: -661761.562500 Penalty: 1286.620117
	Iteration 0F: 2 clusters Score -661761.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -657693.500000 Penalty: 2573.240234
	Iteration 0F: 3 clusters Score -657693.5 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -658889.750000 Penalty: 2573.240234
	Iteration 1F: 3 clusters Score -658889.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -659137.500000 Penalty: 2573.240234
	Iteration 2F: 3 clusters Score -659137.5 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -659342.937500 Penalty: 2573.240234
	Iteration 3F: 3 clusters Score -659342.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -659551.687500 Penalty: 2573.240234
	Iteration 4F: 3 clusters Score -659551.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -659755.375000 Penalty: 2573.240234
	Iteration 5F: 3 clusters Score -659755.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -659960.125000 Penalty: 2573.240234
	Iteration 6Q: 3 clusters Score -659960.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -660188.250000 Penalty: 2573.240234
	Iteration 7Q: 3 clusters Score -660188.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -660382.875000 Penalty: 2573.240234
	Iteration 8Q: 3 clusters Score -660382.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -660526.000000 Penalty: 2573.240234
	Iteration 9Q: 3 clusters Score -660526 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -660640.875000 Penalty: 2573.240234
	Iteration 10Q: 3 clusters Score -660640.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -660741.625000 Penalty: 2573.240234
	Iteration 11Q: 3 clusters Score -660741.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -660824.750000 Penalty: 2573.240234
	Iteration 12Q: 3 clusters Score -660824.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -660896.312500 Penalty: 2573.240234
	Iteration 13Q: 3 clusters Score -660896.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -660962.562500 Penalty: 2573.240234
	Iteration 14Q: 3 clusters Score -660962.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -661017.187500 Penalty: 2573.240234
	Iteration 15Q: 3 clusters Score -661017.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -661064.625000 Penalty: 2573.240234
	Iteration 16Q: 3 clusters Score -661064.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -661108.625000 Penalty: 2573.240234
	Iteration 17Q: 3 clusters Score -661108.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -661138.500000 Penalty: 2573.240234
	Iteration 18Q: 3 clusters Score -661138.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -661160.937500 Penalty: 2573.240234
	Iteration 19Q: 3 clusters Score -661160.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -661181.250000 Penalty: 2573.240234
	Iteration 20F: 3 clusters Score -661181.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -661195.625000 Penalty: 2573.240234
	Iteration 21Q: 3 clusters Score -661195.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -661207.250000 Penalty: 2573.240234
	Iteration 22Q: 3 clusters Score -661207.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -661213.562500 Penalty: 2573.240234
	Iteration 23Q: 3 clusters Score -661213.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -661219.312500 Penalty: 2573.240234
	Iteration 24Q: 3 clusters Score -661219.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -661223.937500 Penalty: 2573.240234
	Iteration 25Q: 3 clusters Score -661223.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -661228.000000 Penalty: 2573.240234
	Iteration 26Q: 3 clusters Score -661228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -661229.500000 Penalty: 2573.240234
	Iteration 27Q: 3 clusters Score -661229.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -661233.062500 Penalty: 2573.240234
	Iteration 28Q: 3 clusters Score -661233.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -661233.187500 Penalty: 2573.240234
	Iteration 29Q: 3 clusters Score -661233.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -661233.375000 Penalty: 2573.240234
	Iteration 30Q: 3 clusters Score -661233.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -661234.312500 Penalty: 2573.240234
	Iteration 31Q: 3 clusters Score -661234.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -661234.687500 Penalty: 2573.240234
	Iteration 32Q: 3 clusters Score -661234.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -661235.625000 Penalty: 2573.240234
	Iteration 33Q: 3 clusters Score -661235.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -661235.812500 Penalty: 2573.240234
	Iteration 34Q: 3 clusters Score -661235.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -661237.062500 Penalty: 2573.240234
	Iteration 35Q: 3 clusters Score -661237.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -661237.687500 Penalty: 2573.240234
	Iteration 36Q: 3 clusters Score -661237.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -661237.437500 Penalty: 2573.240234
	Iteration 37Q: 3 clusters Score -661237.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -661238.125000 Penalty: 2573.240234
	Iteration 38Q: 3 clusters Score -661238.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -661238.125000 Penalty: 2573.240234
	Iteration 39F: 3 clusters Score -661238.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (83112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83112 members 
Entering Unmasked Estep 
Score: -10575115.000000 Penalty: 1685.598267
	Iteration 0F: 2 clusters Score -1.057512e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41680 members 
Mstep: Class 2 contains 41432 members 
Entering Unmasked Estep 
Score: -10529247.000000 Penalty: 3371.196533
	Iteration 0F: 3 clusters Score -1.052925e+07 nChanged 39025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42009 members 
Mstep: Class 2 contains 41103 members 
Entering Unmasked Estep 
Score: -10551452.000000 Penalty: 3371.196533
	Iteration 1F: 3 clusters Score -1.055145e+07 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41929 members 
Mstep: Class 2 contains 41183 members 
Entering Unmasked Estep 
Score: -10552246.000000 Penalty: 3371.196533
	Iteration 2Q: 3 clusters Score -1.055225e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41776 members 
Mstep: Class 2 contains 41336 members 
Entering Unmasked Estep 
Score: -10553015.000000 Penalty: 3371.196533
	Iteration 3Q: 3 clusters Score -1.055302e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41492 members 
Mstep: Class 2 contains 41620 members 
Entering Unmasked Estep 
Score: -10553882.000000 Penalty: 3371.196533
	Iteration 4Q: 3 clusters Score -1.055388e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41088 members 
Mstep: Class 2 contains 42024 members 
Entering Unmasked Estep 
Score: -10554844.000000 Penalty: 3371.196533
	Iteration 5Q: 3 clusters Score -1.055484e+07 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40556 members 
Mstep: Class 2 contains 42556 members 
Entering Unmasked Estep 
Score: -10556012.000000 Penalty: 3371.196533
	Iteration 6Q: 3 clusters Score -1.055601e+07 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39892 members 
Mstep: Class 2 contains 43220 members 
Entering Unmasked Estep 
Score: -10557243.000000 Penalty: 3371.196533
	Iteration 7Q: 3 clusters Score -1.055724e+07 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39157 members 
Mstep: Class 2 contains 43955 members 
Entering Unmasked Estep 
Score: -10558416.000000 Penalty: 3371.196533
	Iteration 8Q: 3 clusters Score -1.055842e+07 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38399 members 
Mstep: Class 2 contains 44713 members 
Entering Unmasked Estep 
Score: -10559613.000000 Penalty: 3371.196533
	Iteration 9Q: 3 clusters Score -1.055961e+07 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37674 members 
Mstep: Class 2 contains 45438 members 
Entering Unmasked Estep 
Score: -10560770.000000 Penalty: 3371.196533
	Iteration 10Q: 3 clusters Score -1.056077e+07 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37035 members 
Mstep: Class 2 contains 46077 members 
Entering Unmasked Estep 
Score: -10561779.000000 Penalty: 3371.196533
	Iteration 11Q: 3 clusters Score -1.056178e+07 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36563 members 
Mstep: Class 2 contains 46549 members 
Entering Unmasked Estep 
Score: -10562756.000000 Penalty: 3371.196533
	Iteration 12Q: 3 clusters Score -1.056276e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36116 members 
Mstep: Class 2 contains 46996 members 
Entering Unmasked Estep 
Score: -10563675.000000 Penalty: 3371.196533
	Iteration 13Q: 3 clusters Score -1.056368e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35718 members 
Mstep: Class 2 contains 47394 members 
Entering Unmasked Estep 
Score: -10564651.000000 Penalty: 3371.196533
	Iteration 14Q: 3 clusters Score -1.056465e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35253 members 
Mstep: Class 2 contains 47859 members 
Entering Unmasked Estep 
Score: -10565843.000000 Penalty: 3371.196533
	Iteration 15Q: 3 clusters Score -1.056584e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34752 members 
Mstep: Class 2 contains 48360 members 
Entering Unmasked Estep 
Score: -10567197.000000 Penalty: 3371.196533
	Iteration 16Q: 3 clusters Score -1.05672e+07 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34233 members 
Mstep: Class 2 contains 48879 members 
Entering Unmasked Estep 
Score: -10568618.000000 Penalty: 3371.196533
	Iteration 17Q: 3 clusters Score -1.056862e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33810 members 
Mstep: Class 2 contains 49302 members 
Entering Unmasked Estep 
Score: -10569534.000000 Penalty: 3371.196533
	Iteration 18Q: 3 clusters Score -1.056953e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33506 members 
Mstep: Class 2 contains 49606 members 
Entering Unmasked Estep 
Score: -10570055.000000 Penalty: 3371.196533
	Iteration 19Q: 3 clusters Score -1.057006e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33273 members 
Mstep: Class 2 contains 49839 members 
Entering Unmasked Estep 
Score: -10570318.000000 Penalty: 3371.196533
	Iteration 20F: 3 clusters Score -1.057032e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33033 members 
Mstep: Class 2 contains 50079 members 
Entering Unmasked Estep 
Score: -10570507.000000 Penalty: 3371.196533
	Iteration 21Q: 3 clusters Score -1.057051e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32904 members 
Mstep: Class 2 contains 50208 members 
Entering Unmasked Estep 
Score: -10570652.000000 Penalty: 3371.196533
	Iteration 22Q: 3 clusters Score -1.057065e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32823 members 
Mstep: Class 2 contains 50289 members 
Entering Unmasked Estep 
Score: -10570722.000000 Penalty: 3371.196533
	Iteration 23Q: 3 clusters Score -1.057072e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32803 members 
Mstep: Class 2 contains 50309 members 
Entering Unmasked Estep 
Score: -10570876.000000 Penalty: 3371.196533
	Iteration 24Q: 3 clusters Score -1.057088e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32787 members 
Mstep: Class 2 contains 50325 members 
Entering Unmasked Estep 
Score: -10570957.000000 Penalty: 3371.196533
	Iteration 25Q: 3 clusters Score -1.057096e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32775 members 
Mstep: Class 2 contains 50337 members 
Entering Unmasked Estep 
Score: -10571043.000000 Penalty: 3371.196533
	Iteration 26Q: 3 clusters Score -1.057104e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32774 members 
Mstep: Class 2 contains 50338 members 
Entering Unmasked Estep 
Score: -10571135.000000 Penalty: 3371.196533
	Iteration 27Q: 3 clusters Score -1.057114e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32802 members 
Mstep: Class 2 contains 50310 members 
Entering Unmasked Estep 
Score: -10571213.000000 Penalty: 3371.196533
	Iteration 28Q: 3 clusters Score -1.057121e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32866 members 
Mstep: Class 2 contains 50246 members 
Entering Unmasked Estep 
Score: -10571270.000000 Penalty: 3371.196533
	Iteration 29Q: 3 clusters Score -1.057127e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32981 members 
Mstep: Class 2 contains 50131 members 
Entering Unmasked Estep 
Score: -10571325.000000 Penalty: 3371.196533
	Iteration 30Q: 3 clusters Score -1.057132e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33072 members 
Mstep: Class 2 contains 50040 members 
Entering Unmasked Estep 
Score: -10571506.000000 Penalty: 3371.196533
	Iteration 31Q: 3 clusters Score -1.057151e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33206 members 
Mstep: Class 2 contains 49906 members 
Entering Unmasked Estep 
Score: -10571574.000000 Penalty: 3371.196533
	Iteration 32Q: 3 clusters Score -1.057157e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33329 members 
Mstep: Class 2 contains 49783 members 
Entering Unmasked Estep 
Score: -10571629.000000 Penalty: 3371.196533
	Iteration 33Q: 3 clusters Score -1.057163e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33477 members 
Mstep: Class 2 contains 49635 members 
Entering Unmasked Estep 
Score: -10571680.000000 Penalty: 3371.196533
	Iteration 34Q: 3 clusters Score -1.057168e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33646 members 
Mstep: Class 2 contains 49466 members 
Entering Unmasked Estep 
Score: -10571789.000000 Penalty: 3371.196533
	Iteration 35Q: 3 clusters Score -1.057179e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33876 members 
Mstep: Class 2 contains 49236 members 
Entering Unmasked Estep 
Score: -10571902.000000 Penalty: 3371.196533
	Iteration 36Q: 3 clusters Score -1.05719e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34129 members 
Mstep: Class 2 contains 48983 members 
Entering Unmasked Estep 
Score: -10572011.000000 Penalty: 3371.196533
	Iteration 37Q: 3 clusters Score -1.057201e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34352 members 
Mstep: Class 2 contains 48760 members 
Entering Unmasked Estep 
Score: -10572113.000000 Penalty: 3371.196533
	Iteration 38Q: 3 clusters Score -1.057211e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34556 members 
Mstep: Class 2 contains 48556 members 
Entering Unmasked Estep 
Score: -10572245.000000 Penalty: 3371.196533
	Iteration 39Q: 3 clusters Score -1.057224e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34801 members 
Mstep: Class 2 contains 48311 members 
Entering Unmasked Estep 
Score: -10572366.000000 Penalty: 3371.196533
	Iteration 40F: 3 clusters Score -1.057237e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35076 members 
Mstep: Class 2 contains 48036 members 
Entering Unmasked Estep 
Score: -10572557.000000 Penalty: 3371.196533
	Iteration 41Q: 3 clusters Score -1.057256e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35368 members 
Mstep: Class 2 contains 47744 members 
Entering Unmasked Estep 
Score: -10572715.000000 Penalty: 3371.196533
	Iteration 42Q: 3 clusters Score -1.057272e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35706 members 
Mstep: Class 2 contains 47406 members 
Entering Unmasked Estep 
Score: -10572949.000000 Penalty: 3371.196533
	Iteration 43Q: 3 clusters Score -1.057295e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36088 members 
Mstep: Class 2 contains 47024 members 
Entering Unmasked Estep 
Score: -10573152.000000 Penalty: 3371.196533
	Iteration 44Q: 3 clusters Score -1.057315e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36484 members 
Mstep: Class 2 contains 46628 members 
Entering Unmasked Estep 
Score: -10573279.000000 Penalty: 3371.196533
	Iteration 45Q: 3 clusters Score -1.057328e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36942 members 
Mstep: Class 2 contains 46170 members 
Entering Unmasked Estep 
Score: -10573493.000000 Penalty: 3371.196533
	Iteration 46Q: 3 clusters Score -1.057349e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37458 members 
Mstep: Class 2 contains 45654 members 
Entering Unmasked Estep 
Score: -10573708.000000 Penalty: 3371.196533
	Iteration 47Q: 3 clusters Score -1.057371e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37979 members 
Mstep: Class 2 contains 45133 members 
Entering Unmasked Estep 
Score: -10573919.000000 Penalty: 3371.196533
	Iteration 48Q: 3 clusters Score -1.057392e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38565 members 
Mstep: Class 2 contains 44547 members 
Entering Unmasked Estep 
Score: -10574159.000000 Penalty: 3371.196533
	Iteration 49Q: 3 clusters Score -1.057416e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39141 members 
Mstep: Class 2 contains 43971 members 
Entering Unmasked Estep 
Score: -10574520.000000 Penalty: 3371.196533
	Iteration 50Q: 3 clusters Score -1.057452e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39758 members 
Mstep: Class 2 contains 43354 members 
Entering Unmasked Estep 
Score: -10574870.000000 Penalty: 3371.196533
	Iteration 51Q: 3 clusters Score -1.057487e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40375 members 
Mstep: Class 2 contains 42737 members 
Entering Unmasked Estep 
Score: -10575251.000000 Penalty: 3371.196533
	Iteration 52Q: 3 clusters Score -1.057525e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40971 members 
Mstep: Class 2 contains 42141 members 
Entering Unmasked Estep 
Score: -10575625.000000 Penalty: 3371.196533
	Iteration 53Q: 3 clusters Score -1.057562e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41555 members 
Mstep: Class 2 contains 41557 members 
Entering Unmasked Estep 
Score: -10575942.000000 Penalty: 3371.196533
	Iteration 54Q: 3 clusters Score -1.057594e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41959 members 
Mstep: Class 2 contains 41153 members 
Entering Unmasked Estep 
Score: -10576326.000000 Penalty: 3371.196533
	Iteration 55Q: 3 clusters Score -1.057633e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42205 members 
Mstep: Class 2 contains 40907 members 
Entering Unmasked Estep 
Score: -10576532.000000 Penalty: 3371.196533
	Iteration 56Q: 3 clusters Score -1.057653e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42312 members 
Mstep: Class 2 contains 40800 members 
Entering Unmasked Estep 
Score: -10576698.000000 Penalty: 3371.196533
	Iteration 57Q: 3 clusters Score -1.05767e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42242 members 
Mstep: Class 2 contains 40870 members 
Entering Unmasked Estep 
Score: -10576872.000000 Penalty: 3371.196533
	Iteration 58Q: 3 clusters Score -1.057687e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42105 members 
Mstep: Class 2 contains 41007 members 
Entering Unmasked Estep 
Score: -10576957.000000 Penalty: 3371.196533
	Iteration 59Q: 3 clusters Score -1.057696e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41920 members 
Mstep: Class 2 contains 41192 members 
Entering Unmasked Estep 
Score: -10577124.000000 Penalty: 3371.196533
	Iteration 60F: 3 clusters Score -1.057712e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41753 members 
Mstep: Class 2 contains 41359 members 
Entering Unmasked Estep 
Score: -10577183.000000 Penalty: 3371.196533
	Iteration 61Q: 3 clusters Score -1.057718e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41533 members 
Mstep: Class 2 contains 41579 members 
Entering Unmasked Estep 
Score: -10577185.000000 Penalty: 3371.196533
	Iteration 62Q: 3 clusters Score -1.057718e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41317 members 
Mstep: Class 2 contains 41795 members 
Entering Unmasked Estep 
Score: -10577190.000000 Penalty: 3371.196533
	Iteration 63Q: 3 clusters Score -1.057719e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41078 members 
Mstep: Class 2 contains 42034 members 
Entering Unmasked Estep 
Score: -10577176.000000 Penalty: 3371.196533
	Iteration 64Q: 3 clusters Score -1.057718e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40855 members 
Mstep: Class 2 contains 42257 members 
Entering Unmasked Estep 
Score: -10577224.000000 Penalty: 3371.196533
	Iteration 65Q: 3 clusters Score -1.057722e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40645 members 
Mstep: Class 2 contains 42467 members 
Entering Unmasked Estep 
Score: -10577196.000000 Penalty: 3371.196533
	Iteration 66Q: 3 clusters Score -1.05772e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40453 members 
Mstep: Class 2 contains 42659 members 
Entering Unmasked Estep 
Score: -10577259.000000 Penalty: 3371.196533
	Iteration 67Q: 3 clusters Score -1.057726e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40267 members 
Mstep: Class 2 contains 42845 members 
Entering Unmasked Estep 
Score: -10577299.000000 Penalty: 3371.196533
	Iteration 68Q: 3 clusters Score -1.05773e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40087 members 
Mstep: Class 2 contains 43025 members 
Entering Unmasked Estep 
Score: -10577277.000000 Penalty: 3371.196533
	Iteration 69Q: 3 clusters Score -1.057728e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39898 members 
Mstep: Class 2 contains 43214 members 
Entering Unmasked Estep 
Score: -10577278.000000 Penalty: 3371.196533
	Iteration 70Q: 3 clusters Score -1.057728e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39703 members 
Mstep: Class 2 contains 43409 members 
Entering Unmasked Estep 
Score: -10577274.000000 Penalty: 3371.196533
	Iteration 71Q: 3 clusters Score -1.057727e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39536 members 
Mstep: Class 2 contains 43576 members 
Entering Unmasked Estep 
Score: -10577306.000000 Penalty: 3371.196533
	Iteration 72Q: 3 clusters Score -1.057731e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39370 members 
Mstep: Class 2 contains 43742 members 
Entering Unmasked Estep 
Score: -10577314.000000 Penalty: 3371.196533
	Iteration 73Q: 3 clusters Score -1.057731e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39221 members 
Mstep: Class 2 contains 43891 members 
Entering Unmasked Estep 
Score: -10577282.000000 Penalty: 3371.196533
	Iteration 74Q: 3 clusters Score -1.057728e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39069 members 
Mstep: Class 2 contains 44043 members 
Entering Unmasked Estep 
Score: -10577273.000000 Penalty: 3371.196533
	Iteration 75Q: 3 clusters Score -1.057727e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38945 members 
Mstep: Class 2 contains 44167 members 
Entering Unmasked Estep 
Score: -10577253.000000 Penalty: 3371.196533
	Iteration 76Q: 3 clusters Score -1.057725e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38813 members 
Mstep: Class 2 contains 44299 members 
Entering Unmasked Estep 
Score: -10577239.000000 Penalty: 3371.196533
	Iteration 77Q: 3 clusters Score -1.057724e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38699 members 
Mstep: Class 2 contains 44413 members 
Entering Unmasked Estep 
Score: -10577251.000000 Penalty: 3371.196533
	Iteration 78Q: 3 clusters Score -1.057725e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38583 members 
Mstep: Class 2 contains 44529 members 
Entering Unmasked Estep 
Score: -10577231.000000 Penalty: 3371.196533
	Iteration 79Q: 3 clusters Score -1.057723e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38473 members 
Mstep: Class 2 contains 44639 members 
Entering Unmasked Estep 
Score: -10577236.000000 Penalty: 3371.196533
	Iteration 80F: 3 clusters Score -1.057724e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38357 members 
Mstep: Class 2 contains 44755 members 
Entering Unmasked Estep 
Score: -10577245.000000 Penalty: 3371.196533
	Iteration 81Q: 3 clusters Score -1.057724e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38243 members 
Mstep: Class 2 contains 44869 members 
Entering Unmasked Estep 
Score: -10577250.000000 Penalty: 3371.196533
	Iteration 82Q: 3 clusters Score -1.057725e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38138 members 
Mstep: Class 2 contains 44974 members 
Entering Unmasked Estep 
Score: -10577233.000000 Penalty: 3371.196533
	Iteration 83Q: 3 clusters Score -1.057723e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38051 members 
Mstep: Class 2 contains 45061 members 
Entering Unmasked Estep 
Score: -10577240.000000 Penalty: 3371.196533
	Iteration 84Q: 3 clusters Score -1.057724e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37963 members 
Mstep: Class 2 contains 45149 members 
Entering Unmasked Estep 
Score: -10577230.000000 Penalty: 3371.196533
	Iteration 85Q: 3 clusters Score -1.057723e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37890 members 
Mstep: Class 2 contains 45222 members 
Entering Unmasked Estep 
Score: -10577225.000000 Penalty: 3371.196533
	Iteration 86Q: 3 clusters Score -1.057722e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37827 members 
Mstep: Class 2 contains 45285 members 
Entering Unmasked Estep 
Score: -10577219.000000 Penalty: 3371.196533
	Iteration 87Q: 3 clusters Score -1.057722e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37771 members 
Mstep: Class 2 contains 45341 members 
Entering Unmasked Estep 
Score: -10577222.000000 Penalty: 3371.196533
	Iteration 88Q: 3 clusters Score -1.057722e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37717 members 
Mstep: Class 2 contains 45395 members 
Entering Unmasked Estep 
Score: -10577212.000000 Penalty: 3371.196533
	Iteration 89Q: 3 clusters Score -1.057721e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37654 members 
Mstep: Class 2 contains 45458 members 
Entering Unmasked Estep 
Score: -10577192.000000 Penalty: 3371.196533
	Iteration 90Q: 3 clusters Score -1.057719e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37596 members 
Mstep: Class 2 contains 45516 members 
Entering Unmasked Estep 
Score: -10577208.000000 Penalty: 3371.196533
	Iteration 91Q: 3 clusters Score -1.057721e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37532 members 
Mstep: Class 2 contains 45580 members 
Entering Unmasked Estep 
Score: -10577200.000000 Penalty: 3371.196533
	Iteration 92Q: 3 clusters Score -1.05772e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37479 members 
Mstep: Class 2 contains 45633 members 
Entering Unmasked Estep 
Score: -10577196.000000 Penalty: 3371.196533
	Iteration 93Q: 3 clusters Score -1.05772e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37432 members 
Mstep: Class 2 contains 45680 members 
Entering Unmasked Estep 
Score: -10577174.000000 Penalty: 3371.196533
	Iteration 94Q: 3 clusters Score -1.057717e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37400 members 
Mstep: Class 2 contains 45712 members 
Entering Unmasked Estep 
Score: -10577166.000000 Penalty: 3371.196533
	Iteration 95Q: 3 clusters Score -1.057717e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37371 members 
Mstep: Class 2 contains 45741 members 
Entering Unmasked Estep 
Score: -10577159.000000 Penalty: 3371.196533
	Iteration 96Q: 3 clusters Score -1.057716e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37342 members 
Mstep: Class 2 contains 45770 members 
Entering Unmasked Estep 
Score: -10577159.000000 Penalty: 3371.196533
	Iteration 97Q: 3 clusters Score -1.057716e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37318 members 
Mstep: Class 2 contains 45794 members 
Entering Unmasked Estep 
Score: -10577150.000000 Penalty: 3371.196533
	Iteration 98Q: 3 clusters Score -1.057715e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37288 members 
Mstep: Class 2 contains 45824 members 
Entering Unmasked Estep 
Score: -10577139.000000 Penalty: 3371.196533
	Iteration 99Q: 3 clusters Score -1.057714e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37269 members 
Mstep: Class 2 contains 45843 members 
Entering Unmasked Estep 
Score: -10577145.000000 Penalty: 3371.196533
	Iteration 100F: 3 clusters Score -1.057714e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37258 members 
Mstep: Class 2 contains 45854 members 
Entering Unmasked Estep 
Score: -10577150.000000 Penalty: 3371.196533
	Iteration 101Q: 3 clusters Score -1.057715e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37244 members 
Mstep: Class 2 contains 45868 members 
Entering Unmasked Estep 
Score: -10577139.000000 Penalty: 3371.196533
	Iteration 102Q: 3 clusters Score -1.057714e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37231 members 
Mstep: Class 2 contains 45881 members 
Entering Unmasked Estep 
Score: -10577130.000000 Penalty: 3371.196533
	Iteration 103Q: 3 clusters Score -1.057713e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37210 members 
Mstep: Class 2 contains 45902 members 
Entering Unmasked Estep 
Score: -10577130.000000 Penalty: 3371.196533
	Iteration 104Q: 3 clusters Score -1.057713e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37195 members 
Mstep: Class 2 contains 45917 members 
Entering Unmasked Estep 
Score: -10577119.000000 Penalty: 3371.196533
	Iteration 105Q: 3 clusters Score -1.057712e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37184 members 
Mstep: Class 2 contains 45928 members 
Entering Unmasked Estep 
Score: -10577115.000000 Penalty: 3371.196533
	Iteration 106Q: 3 clusters Score -1.057712e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37176 members 
Mstep: Class 2 contains 45936 members 
Entering Unmasked Estep 
Score: -10577118.000000 Penalty: 3371.196533
	Iteration 107Q: 3 clusters Score -1.057712e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37166 members 
Mstep: Class 2 contains 45946 members 
Entering Unmasked Estep 
Score: -10577102.000000 Penalty: 3371.196533
	Iteration 108Q: 3 clusters Score -1.05771e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37159 members 
Mstep: Class 2 contains 45953 members 
Entering Unmasked Estep 
Score: -10577101.000000 Penalty: 3371.196533
	Iteration 109Q: 3 clusters Score -1.05771e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37150 members 
Mstep: Class 2 contains 45962 members 
Entering Unmasked Estep 
Score: -10577101.000000 Penalty: 3371.196533
	Iteration 110Q: 3 clusters Score -1.05771e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37143 members 
Mstep: Class 2 contains 45969 members 
Entering Unmasked Estep 
Score: -10577096.000000 Penalty: 3371.196533
	Iteration 111Q: 3 clusters Score -1.05771e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37136 members 
Mstep: Class 2 contains 45976 members 
Entering Unmasked Estep 
Score: -10577094.000000 Penalty: 3371.196533
	Iteration 112Q: 3 clusters Score -1.057709e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37129 members 
Mstep: Class 2 contains 45983 members 
Entering Unmasked Estep 
Score: -10577104.000000 Penalty: 3371.196533
	Iteration 113Q: 3 clusters Score -1.05771e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37121 members 
Mstep: Class 2 contains 45991 members 
Entering Unmasked Estep 
Score: -10577097.000000 Penalty: 3371.196533
	Iteration 114Q: 3 clusters Score -1.05771e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37107 members 
Mstep: Class 2 contains 46005 members 
Entering Unmasked Estep 
Score: -10577092.000000 Penalty: 3371.196533
	Iteration 115Q: 3 clusters Score -1.057709e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37096 members 
Mstep: Class 2 contains 46016 members 
Entering Unmasked Estep 
Score: -10577094.000000 Penalty: 3371.196533
	Iteration 116Q: 3 clusters Score -1.057709e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37087 members 
Mstep: Class 2 contains 46025 members 
Entering Unmasked Estep 
Score: -10577091.000000 Penalty: 3371.196533
	Iteration 117Q: 3 clusters Score -1.057709e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37074 members 
Mstep: Class 2 contains 46038 members 
Entering Unmasked Estep 
Score: -10577098.000000 Penalty: 3371.196533
	Iteration 118Q: 3 clusters Score -1.05771e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37058 members 
Mstep: Class 2 contains 46054 members 
Entering Unmasked Estep 
Score: -10577097.000000 Penalty: 3371.196533
	Iteration 119Q: 3 clusters Score -1.05771e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37046 members 
Mstep: Class 2 contains 46066 members 
Entering Unmasked Estep 
Score: -10577098.000000 Penalty: 3371.196533
	Iteration 120F: 3 clusters Score -1.05771e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37029 members 
Mstep: Class 2 contains 46083 members 
Entering Unmasked Estep 
Score: -10577096.000000 Penalty: 3371.196533
	Iteration 121Q: 3 clusters Score -1.05771e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37014 members 
Mstep: Class 2 contains 46098 members 
Entering Unmasked Estep 
Score: -10577099.000000 Penalty: 3371.196533
	Iteration 122Q: 3 clusters Score -1.05771e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37001 members 
Mstep: Class 2 contains 46111 members 
Entering Unmasked Estep 
Score: -10577100.000000 Penalty: 3371.196533
	Iteration 123Q: 3 clusters Score -1.05771e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36987 members 
Mstep: Class 2 contains 46125 members 
Entering Unmasked Estep 
Score: -10577105.000000 Penalty: 3371.196533
	Iteration 124Q: 3 clusters Score -1.05771e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36968 members 
Mstep: Class 2 contains 46144 members 
Entering Unmasked Estep 
Score: -10577100.000000 Penalty: 3371.196533
	Iteration 125Q: 3 clusters Score -1.05771e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36942 members 
Mstep: Class 2 contains 46170 members 
Entering Unmasked Estep 
Score: -10577079.000000 Penalty: 3371.196533
	Iteration 126Q: 3 clusters Score -1.057708e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36918 members 
Mstep: Class 2 contains 46194 members 
Entering Unmasked Estep 
Score: -10577079.000000 Penalty: 3371.196533
	Iteration 127Q: 3 clusters Score -1.057708e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36894 members 
Mstep: Class 2 contains 46218 members 
Entering Unmasked Estep 
Score: -10577084.000000 Penalty: 3371.196533
	Iteration 128Q: 3 clusters Score -1.057708e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36870 members 
Mstep: Class 2 contains 46242 members 
Entering Unmasked Estep 
Score: -10577080.000000 Penalty: 3371.196533
	Iteration 129Q: 3 clusters Score -1.057708e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36845 members 
Mstep: Class 2 contains 46267 members 
Entering Unmasked Estep 
Score: -10577082.000000 Penalty: 3371.196533
	Iteration 130Q: 3 clusters Score -1.057708e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36831 members 
Mstep: Class 2 contains 46281 members 
Entering Unmasked Estep 
Score: -10577086.000000 Penalty: 3371.196533
	Iteration 131Q: 3 clusters Score -1.057709e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36808 members 
Mstep: Class 2 contains 46304 members 
Entering Unmasked Estep 
Score: -10577087.000000 Penalty: 3371.196533
	Iteration 132Q: 3 clusters Score -1.057709e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36784 members 
Mstep: Class 2 contains 46328 members 
Entering Unmasked Estep 
Score: -10577067.000000 Penalty: 3371.196533
	Iteration 133Q: 3 clusters Score -1.057707e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36757 members 
Mstep: Class 2 contains 46355 members 
Entering Unmasked Estep 
Score: -10577059.000000 Penalty: 3371.196533
	Iteration 134Q: 3 clusters Score -1.057706e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36729 members 
Mstep: Class 2 contains 46383 members 
Entering Unmasked Estep 
Score: -10577059.000000 Penalty: 3371.196533
	Iteration 135Q: 3 clusters Score -1.057706e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36687 members 
Mstep: Class 2 contains 46425 members 
Entering Unmasked Estep 
Score: -10577074.000000 Penalty: 3371.196533
	Iteration 136Q: 3 clusters Score -1.057707e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36640 members 
Mstep: Class 2 contains 46472 members 
Entering Unmasked Estep 
Score: -10577058.000000 Penalty: 3371.196533
	Iteration 137Q: 3 clusters Score -1.057706e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36595 members 
Mstep: Class 2 contains 46517 members 
Entering Unmasked Estep 
Score: -10577046.000000 Penalty: 3371.196533
	Iteration 138Q: 3 clusters Score -1.057705e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36552 members 
Mstep: Class 2 contains 46560 members 
Entering Unmasked Estep 
Score: -10577062.000000 Penalty: 3371.196533
	Iteration 139Q: 3 clusters Score -1.057706e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36524 members 
Mstep: Class 2 contains 46588 members 
Entering Unmasked Estep 
Score: -10577069.000000 Penalty: 3371.196533
	Iteration 140F: 3 clusters Score -1.057707e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36494 members 
Mstep: Class 2 contains 46618 members 
Entering Unmasked Estep 
Score: -10577048.000000 Penalty: 3371.196533
	Iteration 141Q: 3 clusters Score -1.057705e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36470 members 
Mstep: Class 2 contains 46642 members 
Entering Unmasked Estep 
Score: -10577034.000000 Penalty: 3371.196533
	Iteration 142Q: 3 clusters Score -1.057703e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36443 members 
Mstep: Class 2 contains 46669 members 
Entering Unmasked Estep 
Score: -10577050.000000 Penalty: 3371.196533
	Iteration 143Q: 3 clusters Score -1.057705e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36412 members 
Mstep: Class 2 contains 46700 members 
Entering Unmasked Estep 
Score: -10577039.000000 Penalty: 3371.196533
	Iteration 144Q: 3 clusters Score -1.057704e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36384 members 
Mstep: Class 2 contains 46728 members 
Entering Unmasked Estep 
Score: -10577020.000000 Penalty: 3371.196533
	Iteration 145Q: 3 clusters Score -1.057702e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36359 members 
Mstep: Class 2 contains 46753 members 
Entering Unmasked Estep 
Score: -10577031.000000 Penalty: 3371.196533
	Iteration 146Q: 3 clusters Score -1.057703e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36334 members 
Mstep: Class 2 contains 46778 members 
Entering Unmasked Estep 
Score: -10577025.000000 Penalty: 3371.196533
	Iteration 147Q: 3 clusters Score -1.057702e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36307 members 
Mstep: Class 2 contains 46805 members 
Entering Unmasked Estep 
Score: -10577020.000000 Penalty: 3371.196533
	Iteration 148Q: 3 clusters Score -1.057702e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36281 members 
Mstep: Class 2 contains 46831 members 
Entering Unmasked Estep 
Score: -10577012.000000 Penalty: 3371.196533
	Iteration 149Q: 3 clusters Score -1.057701e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36252 members 
Mstep: Class 2 contains 46860 members 
Entering Unmasked Estep 
Score: -10577040.000000 Penalty: 3371.196533
	Iteration 150Q: 3 clusters Score -1.057704e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36222 members 
Mstep: Class 2 contains 46890 members 
Entering Unmasked Estep 
Score: -10577020.000000 Penalty: 3371.196533
	Iteration 151Q: 3 clusters Score -1.057702e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36195 members 
Mstep: Class 2 contains 46917 members 
Entering Unmasked Estep 
Score: -10577000.000000 Penalty: 3371.196533
	Iteration 152Q: 3 clusters Score -1.0577e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36159 members 
Mstep: Class 2 contains 46953 members 
Entering Unmasked Estep 
Score: -10577005.000000 Penalty: 3371.196533
	Iteration 153Q: 3 clusters Score -1.0577e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36119 members 
Mstep: Class 2 contains 46993 members 
Entering Unmasked Estep 
Score: -10577006.000000 Penalty: 3371.196533
	Iteration 154Q: 3 clusters Score -1.057701e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36078 members 
Mstep: Class 2 contains 47034 members 
Entering Unmasked Estep 
Score: -10576989.000000 Penalty: 3371.196533
	Iteration 155Q: 3 clusters Score -1.057699e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36034 members 
Mstep: Class 2 contains 47078 members 
Entering Unmasked Estep 
Score: -10576994.000000 Penalty: 3371.196533
	Iteration 156Q: 3 clusters Score -1.057699e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35994 members 
Mstep: Class 2 contains 47118 members 
Entering Unmasked Estep 
Score: -10576975.000000 Penalty: 3371.196533
	Iteration 157Q: 3 clusters Score -1.057698e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35953 members 
Mstep: Class 2 contains 47159 members 
Entering Unmasked Estep 
Score: -10576979.000000 Penalty: 3371.196533
	Iteration 158Q: 3 clusters Score -1.057698e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35914 members 
Mstep: Class 2 contains 47198 members 
Entering Unmasked Estep 
Score: -10576976.000000 Penalty: 3371.196533
	Iteration 159Q: 3 clusters Score -1.057698e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35869 members 
Mstep: Class 2 contains 47243 members 
Entering Unmasked Estep 
Score: -10576967.000000 Penalty: 3371.196533
	Iteration 160F: 3 clusters Score -1.057697e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35826 members 
Mstep: Class 2 contains 47286 members 
Entering Unmasked Estep 
Score: -10576951.000000 Penalty: 3371.196533
	Iteration 161Q: 3 clusters Score -1.057695e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35788 members 
Mstep: Class 2 contains 47324 members 
Entering Unmasked Estep 
Score: -10576949.000000 Penalty: 3371.196533
	Iteration 162Q: 3 clusters Score -1.057695e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35750 members 
Mstep: Class 2 contains 47362 members 
Entering Unmasked Estep 
Score: -10576933.000000 Penalty: 3371.196533
	Iteration 163Q: 3 clusters Score -1.057693e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35714 members 
Mstep: Class 2 contains 47398 members 
Entering Unmasked Estep 
Score: -10576948.000000 Penalty: 3371.196533
	Iteration 164Q: 3 clusters Score -1.057695e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35683 members 
Mstep: Class 2 contains 47429 members 
Entering Unmasked Estep 
Score: -10576946.000000 Penalty: 3371.196533
	Iteration 165Q: 3 clusters Score -1.057695e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35642 members 
Mstep: Class 2 contains 47470 members 
Entering Unmasked Estep 
Score: -10576951.000000 Penalty: 3371.196533
	Iteration 166Q: 3 clusters Score -1.057695e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35598 members 
Mstep: Class 2 contains 47514 members 
Entering Unmasked Estep 
Score: -10576942.000000 Penalty: 3371.196533
	Iteration 167Q: 3 clusters Score -1.057694e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35558 members 
Mstep: Class 2 contains 47554 members 
Entering Unmasked Estep 
Score: -10576936.000000 Penalty: 3371.196533
	Iteration 168Q: 3 clusters Score -1.057694e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35528 members 
Mstep: Class 2 contains 47584 members 
Entering Unmasked Estep 
Score: -10576918.000000 Penalty: 3371.196533
	Iteration 169Q: 3 clusters Score -1.057692e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35506 members 
Mstep: Class 2 contains 47606 members 
Entering Unmasked Estep 
Score: -10576900.000000 Penalty: 3371.196533
	Iteration 170Q: 3 clusters Score -1.05769e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35483 members 
Mstep: Class 2 contains 47629 members 
Entering Unmasked Estep 
Score: -10576895.000000 Penalty: 3371.196533
	Iteration 171Q: 3 clusters Score -1.05769e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35467 members 
Mstep: Class 2 contains 47645 members 
Entering Unmasked Estep 
Score: -10576906.000000 Penalty: 3371.196533
	Iteration 172Q: 3 clusters Score -1.057691e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35451 members 
Mstep: Class 2 contains 47661 members 
Entering Unmasked Estep 
Score: -10576904.000000 Penalty: 3371.196533
	Iteration 173Q: 3 clusters Score -1.05769e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35438 members 
Mstep: Class 2 contains 47674 members 
Entering Unmasked Estep 
Score: -10576896.000000 Penalty: 3371.196533
	Iteration 174Q: 3 clusters Score -1.05769e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35422 members 
Mstep: Class 2 contains 47690 members 
Entering Unmasked Estep 
Score: -10576896.000000 Penalty: 3371.196533
	Iteration 175Q: 3 clusters Score -1.05769e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35399 members 
Mstep: Class 2 contains 47713 members 
Entering Unmasked Estep 
Score: -10576875.000000 Penalty: 3371.196533
	Iteration 176Q: 3 clusters Score -1.057688e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35375 members 
Mstep: Class 2 contains 47737 members 
Entering Unmasked Estep 
Score: -10576876.000000 Penalty: 3371.196533
	Iteration 177Q: 3 clusters Score -1.057688e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35355 members 
Mstep: Class 2 contains 47757 members 
Entering Unmasked Estep 
Score: -10576877.000000 Penalty: 3371.196533
	Iteration 178Q: 3 clusters Score -1.057688e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35335 members 
Mstep: Class 2 contains 47777 members 
Entering Unmasked Estep 
Score: -10576893.000000 Penalty: 3371.196533
	Iteration 179Q: 3 clusters Score -1.057689e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35308 members 
Mstep: Class 2 contains 47804 members 
Entering Unmasked Estep 
Score: -10576883.000000 Penalty: 3371.196533
	Iteration 180F: 3 clusters Score -1.057688e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35294 members 
Mstep: Class 2 contains 47818 members 
Entering Unmasked Estep 
Score: -10576873.000000 Penalty: 3371.196533
	Iteration 181Q: 3 clusters Score -1.057687e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35282 members 
Mstep: Class 2 contains 47830 members 
Entering Unmasked Estep 
Score: -10576870.000000 Penalty: 3371.196533
	Iteration 182Q: 3 clusters Score -1.057687e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35270 members 
Mstep: Class 2 contains 47842 members 
Entering Unmasked Estep 
Score: -10576855.000000 Penalty: 3371.196533
	Iteration 183Q: 3 clusters Score -1.057686e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35257 members 
Mstep: Class 2 contains 47855 members 
Entering Unmasked Estep 
Score: -10576846.000000 Penalty: 3371.196533
	Iteration 184Q: 3 clusters Score -1.057685e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35237 members 
Mstep: Class 2 contains 47875 members 
Entering Unmasked Estep 
Score: -10576862.000000 Penalty: 3371.196533
	Iteration 185Q: 3 clusters Score -1.057686e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35212 members 
Mstep: Class 2 contains 47900 members 
Entering Unmasked Estep 
Score: -10576855.000000 Penalty: 3371.196533
	Iteration 186Q: 3 clusters Score -1.057686e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35182 members 
Mstep: Class 2 contains 47930 members 
Entering Unmasked Estep 
Score: -10576849.000000 Penalty: 3371.196533
	Iteration 187Q: 3 clusters Score -1.057685e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35146 members 
Mstep: Class 2 contains 47966 members 
Entering Unmasked Estep 
Score: -10576847.000000 Penalty: 3371.196533
	Iteration 188Q: 3 clusters Score -1.057685e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35119 members 
Mstep: Class 2 contains 47993 members 
Entering Unmasked Estep 
Score: -10576858.000000 Penalty: 3371.196533
	Iteration 189Q: 3 clusters Score -1.057686e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35089 members 
Mstep: Class 2 contains 48023 members 
Entering Unmasked Estep 
Score: -10576860.000000 Penalty: 3371.196533
	Iteration 190Q: 3 clusters Score -1.057686e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35068 members 
Mstep: Class 2 contains 48044 members 
Entering Unmasked Estep 
Score: -10576847.000000 Penalty: 3371.196533
	Iteration 191Q: 3 clusters Score -1.057685e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35050 members 
Mstep: Class 2 contains 48062 members 
Entering Unmasked Estep 
Score: -10576849.000000 Penalty: 3371.196533
	Iteration 192Q: 3 clusters Score -1.057685e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35031 members 
Mstep: Class 2 contains 48081 members 
Entering Unmasked Estep 
Score: -10576847.000000 Penalty: 3371.196533
	Iteration 193Q: 3 clusters Score -1.057685e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35017 members 
Mstep: Class 2 contains 48095 members 
Entering Unmasked Estep 
Score: -10576830.000000 Penalty: 3371.196533
	Iteration 194Q: 3 clusters Score -1.057683e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35005 members 
Mstep: Class 2 contains 48107 members 
Entering Unmasked Estep 
Score: -10576837.000000 Penalty: 3371.196533
	Iteration 195Q: 3 clusters Score -1.057684e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34995 members 
Mstep: Class 2 contains 48117 members 
Entering Unmasked Estep 
Score: -10576820.000000 Penalty: 3371.196533
	Iteration 196Q: 3 clusters Score -1.057682e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34985 members 
Mstep: Class 2 contains 48127 members 
Entering Unmasked Estep 
Score: -10576815.000000 Penalty: 3371.196533
	Iteration 197Q: 3 clusters Score -1.057682e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34974 members 
Mstep: Class 2 contains 48138 members 
Entering Unmasked Estep 
Score: -10576823.000000 Penalty: 3371.196533
	Iteration 198Q: 3 clusters Score -1.057682e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34965 members 
Mstep: Class 2 contains 48147 members 
Entering Unmasked Estep 
Score: -10576824.000000 Penalty: 3371.196533
	Iteration 199Q: 3 clusters Score -1.057682e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34960 members 
Mstep: Class 2 contains 48152 members 
Entering Unmasked Estep 
Score: -10576826.000000 Penalty: 3371.196533
	Iteration 200F: 3 clusters Score -1.057683e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34949 members 
Mstep: Class 2 contains 48163 members 
Entering Unmasked Estep 
Score: -10576817.000000 Penalty: 3371.196533
	Iteration 201Q: 3 clusters Score -1.057682e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34940 members 
Mstep: Class 2 contains 48172 members 
Entering Unmasked Estep 
Score: -10576812.000000 Penalty: 3371.196533
	Iteration 202Q: 3 clusters Score -1.057681e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34934 members 
Mstep: Class 2 contains 48178 members 
Entering Unmasked Estep 
Score: -10576815.000000 Penalty: 3371.196533
	Iteration 203Q: 3 clusters Score -1.057682e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34932 members 
Mstep: Class 2 contains 48180 members 
Entering Unmasked Estep 
Score: -10576812.000000 Penalty: 3371.196533
	Iteration 204Q: 3 clusters Score -1.057681e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34931 members 
Mstep: Class 2 contains 48181 members 
Entering Unmasked Estep 
Score: -10576810.000000 Penalty: 3371.196533
	Iteration 205Q: 3 clusters Score -1.057681e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34930 members 
Mstep: Class 2 contains 48182 members 
Entering Unmasked Estep 
Score: -10576807.000000 Penalty: 3371.196533
	Iteration 206Q: 3 clusters Score -1.057681e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34929 members 
Mstep: Class 2 contains 48183 members 
Entering Unmasked Estep 
Score: -10576808.000000 Penalty: 3371.196533
	Iteration 207Q: 3 clusters Score -1.057681e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34928 members 
Mstep: Class 2 contains 48184 members 
Entering Unmasked Estep 
Score: -10576804.000000 Penalty: 3371.196533
	Iteration 208Q: 3 clusters Score -1.05768e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34926 members 
Mstep: Class 2 contains 48186 members 
Entering Unmasked Estep 
Score: -10576802.000000 Penalty: 3371.196533
	Iteration 209Q: 3 clusters Score -1.05768e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34922 members 
Mstep: Class 2 contains 48190 members 
Entering Unmasked Estep 
Score: -10576805.000000 Penalty: 3371.196533
	Iteration 210Q: 3 clusters Score -1.05768e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34920 members 
Mstep: Class 2 contains 48192 members 
Entering Unmasked Estep 
Score: -10576807.000000 Penalty: 3371.196533
	Iteration 211Q: 3 clusters Score -1.057681e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34919 members 
Mstep: Class 2 contains 48193 members 
Entering Unmasked Estep 
Score: -10576813.000000 Penalty: 3371.196533
	Iteration 212Q: 3 clusters Score -1.057681e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34919 members 
Mstep: Class 2 contains 48193 members 
Entering Unmasked Estep 
Score: -10576813.000000 Penalty: 3371.196533
	Iteration 213F: 3 clusters Score -1.057681e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 54048 members 
Mstep: Class 2 contains 11698 members 
Mstep: Class 3 contains 1818 members 
Mstep: Class 4 contains 41950 members 
Mstep: Class 5 contains 10075 members 
Mstep: Class 6 contains 38556 members 
Mstep: Class 7 contains 33773 members 
Mstep: Class 8 contains 3890 members 
Mstep: Class 9 contains 7362 members 
Mstep: Class 10 contains 8794 members 
Mstep: Class 11 contains 4846 members 
Mstep: Class 12 contains 21819 members 
Mstep: Class 13 contains 14797 members 
Mstep: Class 14 contains 9924 members 
Mstep: Class 15 contains 1509 members 
Mstep: Class 16 contains 3705 members 
Mstep: Class 17 contains 75366 members 
Mstep: Class 18 contains 35453 members 
Mstep: Class 19 contains 21826 members 
Mstep: Class 20 contains 6352 members 
Mstep: Class 21 contains 19029 members 
Mstep: Class 22 contains 1020 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 36063 members 
Mstep: Class 25 contains 14033 members 
Mstep: Class 26 contains 5691 members 
Mstep: Class 27 contains 34919 members 
Mstep: Class 28 contains 11494 members 
Mstep: Class 29 contains 73373 members 
Mstep: Class 30 contains 1086 members 
Mstep: Class 31 contains 388 members 
Mstep: Class 32 contains 11461 members 
Mstep: Class 33 contains 1086 members 
Mstep: Class 34 contains 847 members 
Mstep: Class 35 contains 524 members 
Mstep: Class 36 contains 48193 members 
Entering Unmasked Estep 
Score: -80962176.000000 Penalty: 71836.898438
Splitting cluster 27 changes total score from -80957752.000000 to -80962176.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 28 (11494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Entering Unmasked Estep 
Score: -1446577.125000 Penalty: 1391.217651
	Iteration 0F: 2 clusters Score -1446577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1438914.750000 Penalty: 2782.435303
	Iteration 0F: 3 clusters Score -1438915 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1441555.500000 Penalty: 2782.435303
	Iteration 1F: 3 clusters Score -1441556 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1441835.125000 Penalty: 2782.435303
	Iteration 2F: 3 clusters Score -1441835 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1441992.500000 Penalty: 2782.435303
	Iteration 3Q: 3 clusters Score -1441992 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1442095.750000 Penalty: 2782.435303
	Iteration 4Q: 3 clusters Score -1442096 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1442179.625000 Penalty: 2782.435303
	Iteration 5Q: 3 clusters Score -1442180 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1442248.625000 Penalty: 2782.435303
	Iteration 6Q: 3 clusters Score -1442249 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1442297.000000 Penalty: 2782.435303
	Iteration 7Q: 3 clusters Score -1442297 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1442338.500000 Penalty: 2782.435303
	Iteration 8Q: 3 clusters Score -1442338 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1442373.625000 Penalty: 2782.435303
	Iteration 9Q: 3 clusters Score -1442374 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1442400.875000 Penalty: 2782.435303
	Iteration 10Q: 3 clusters Score -1442401 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1442433.625000 Penalty: 2782.435303
	Iteration 11Q: 3 clusters Score -1442434 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1442453.000000 Penalty: 2782.435303
	Iteration 12Q: 3 clusters Score -1442453 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1442474.625000 Penalty: 2782.435303
	Iteration 13Q: 3 clusters Score -1442475 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1442490.625000 Penalty: 2782.435303
	Iteration 14Q: 3 clusters Score -1442491 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1442500.000000 Penalty: 2782.435303
	Iteration 15Q: 3 clusters Score -1442500 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1442515.750000 Penalty: 2782.435303
	Iteration 16Q: 3 clusters Score -1442516 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1442528.500000 Penalty: 2782.435303
	Iteration 17Q: 3 clusters Score -1442528 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1442543.250000 Penalty: 2782.435303
	Iteration 18Q: 3 clusters Score -1442543 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1442556.875000 Penalty: 2782.435303
	Iteration 19Q: 3 clusters Score -1442557 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1442565.875000 Penalty: 2782.435303
	Iteration 20F: 3 clusters Score -1442566 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1442581.750000 Penalty: 2782.435303
	Iteration 21Q: 3 clusters Score -1442582 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1442591.750000 Penalty: 2782.435303
	Iteration 22Q: 3 clusters Score -1442592 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1442607.875000 Penalty: 2782.435303
	Iteration 23Q: 3 clusters Score -1442608 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1442613.875000 Penalty: 2782.435303
	Iteration 24Q: 3 clusters Score -1442614 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1442631.375000 Penalty: 2782.435303
	Iteration 25Q: 3 clusters Score -1442631 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1442642.625000 Penalty: 2782.435303
	Iteration 26Q: 3 clusters Score -1442643 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1442656.000000 Penalty: 2782.435303
	Iteration 27Q: 3 clusters Score -1442656 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1442668.500000 Penalty: 2782.435303
	Iteration 28Q: 3 clusters Score -1442668 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1442684.375000 Penalty: 2782.435303
	Iteration 29Q: 3 clusters Score -1442684 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1442710.125000 Penalty: 2782.435303
	Iteration 30Q: 3 clusters Score -1442710 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1442743.000000 Penalty: 2782.435303
	Iteration 31Q: 3 clusters Score -1442743 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1442772.125000 Penalty: 2782.435303
	Iteration 32Q: 3 clusters Score -1442772 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1442807.750000 Penalty: 2782.435303
	Iteration 33Q: 3 clusters Score -1442808 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1442857.750000 Penalty: 2782.435303
	Iteration 34Q: 3 clusters Score -1442858 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1442927.750000 Penalty: 2782.435303
	Iteration 35Q: 3 clusters Score -1442928 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1443035.125000 Penalty: 2782.435303
	Iteration 36Q: 3 clusters Score -1443035 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1443148.375000 Penalty: 2782.435303
	Iteration 37Q: 3 clusters Score -1443148 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1443284.375000 Penalty: 2782.435303
	Iteration 38Q: 3 clusters Score -1443284 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1443474.250000 Penalty: 2782.435303
	Iteration 39Q: 3 clusters Score -1443474 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1443713.375000 Penalty: 2782.435303
	Iteration 40F: 3 clusters Score -1443713 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1443974.500000 Penalty: 2782.435303
	Iteration 41Q: 3 clusters Score -1443974 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1444254.375000 Penalty: 2782.435303
	Iteration 42Q: 3 clusters Score -1444254 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1444538.750000 Penalty: 2782.435303
	Iteration 43Q: 3 clusters Score -1444539 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1444785.875000 Penalty: 2782.435303
	Iteration 44Q: 3 clusters Score -1444786 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1444953.750000 Penalty: 2782.435303
	Iteration 45Q: 3 clusters Score -1444954 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1445102.125000 Penalty: 2782.435303
	Iteration 46Q: 3 clusters Score -1445102 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -1445210.125000 Penalty: 2782.435303
	Iteration 47Q: 3 clusters Score -1445210 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -1445276.250000 Penalty: 2782.435303
	Iteration 48Q: 3 clusters Score -1445276 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1445318.875000 Penalty: 2782.435303
	Iteration 49Q: 3 clusters Score -1445319 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1445359.625000 Penalty: 2782.435303
	Iteration 50Q: 3 clusters Score -1445360 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -1445382.125000 Penalty: 2782.435303
	Iteration 51Q: 3 clusters Score -1445382 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -1445399.875000 Penalty: 2782.435303
	Iteration 52Q: 3 clusters Score -1445400 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -1445421.875000 Penalty: 2782.435303
	Iteration 53Q: 3 clusters Score -1445422 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -1445439.250000 Penalty: 2782.435303
	Iteration 54Q: 3 clusters Score -1445439 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -1445447.875000 Penalty: 2782.435303
	Iteration 55Q: 3 clusters Score -1445448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -1445454.125000 Penalty: 2782.435303
	Iteration 56Q: 3 clusters Score -1445454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -1445459.125000 Penalty: 2782.435303
	Iteration 57Q: 3 clusters Score -1445459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -1445460.875000 Penalty: 2782.435303
	Iteration 58Q: 3 clusters Score -1445461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -1445460.375000 Penalty: 2782.435303
	Iteration 59Q: 3 clusters Score -1445460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -1445460.375000 Penalty: 2782.435303
	Iteration 60F: 3 clusters Score -1445460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (73373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73373 members 
Entering Unmasked Estep 
Score: -9245228.000000 Penalty: 1667.052734
	Iteration 0F: 2 clusters Score -9245228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36770 members 
Mstep: Class 2 contains 36603 members 
Entering Unmasked Estep 
Score: -9200958.000000 Penalty: 3334.105469
	Iteration 0F: 3 clusters Score -9200958 nChanged 34488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37076 members 
Mstep: Class 2 contains 36297 members 
Entering Unmasked Estep 
Score: -9220527.000000 Penalty: 3334.105469
	Iteration 1F: 3 clusters Score -9220527 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37400 members 
Mstep: Class 2 contains 35973 members 
Entering Unmasked Estep 
Score: -9221297.000000 Penalty: 3334.105469
	Iteration 2Q: 3 clusters Score -9221297 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37891 members 
Mstep: Class 2 contains 35482 members 
Entering Unmasked Estep 
Score: -9222069.000000 Penalty: 3334.105469
	Iteration 3Q: 3 clusters Score -9222069 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38647 members 
Mstep: Class 2 contains 34726 members 
Entering Unmasked Estep 
Score: -9222848.000000 Penalty: 3334.105469
	Iteration 4Q: 3 clusters Score -9222848 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39741 members 
Mstep: Class 2 contains 33632 members 
Entering Unmasked Estep 
Score: -9223893.000000 Penalty: 3334.105469
	Iteration 5Q: 3 clusters Score -9223893 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41353 members 
Mstep: Class 2 contains 32020 members 
Entering Unmasked Estep 
Score: -9225236.000000 Penalty: 3334.105469
	Iteration 6Q: 3 clusters Score -9225236 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43461 members 
Mstep: Class 2 contains 29912 members 
Entering Unmasked Estep 
Score: -9226946.000000 Penalty: 3334.105469
	Iteration 7F: 3 clusters Score -9226946 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45978 members 
Mstep: Class 2 contains 27395 members 
Entering Unmasked Estep 
Score: -9228812.000000 Penalty: 3334.105469
	Iteration 8F: 3 clusters Score -9228812 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48636 members 
Mstep: Class 2 contains 24737 members 
Entering Unmasked Estep 
Score: -9230847.000000 Penalty: 3334.105469
	Iteration 9F: 3 clusters Score -9230847 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51204 members 
Mstep: Class 2 contains 22169 members 
Entering Unmasked Estep 
Score: -9232631.000000 Penalty: 3334.105469
	Iteration 10F: 3 clusters Score -9232631 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53478 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -9234101.000000 Penalty: 3334.105469
	Iteration 11Q: 3 clusters Score -9234101 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55591 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -9235281.000000 Penalty: 3334.105469
	Iteration 12Q: 3 clusters Score -9235281 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57500 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -9236359.000000 Penalty: 3334.105469
	Iteration 13Q: 3 clusters Score -9236359 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59231 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -9237511.000000 Penalty: 3334.105469
	Iteration 14Q: 3 clusters Score -9237511 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60686 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -9238707.000000 Penalty: 3334.105469
	Iteration 15Q: 3 clusters Score -9238707 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61770 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -9239785.000000 Penalty: 3334.105469
	Iteration 16Q: 3 clusters Score -9239785 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62508 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -9240772.000000 Penalty: 3334.105469
	Iteration 17Q: 3 clusters Score -9240772 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62969 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -9241587.000000 Penalty: 3334.105469
	Iteration 18Q: 3 clusters Score -9241587 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63273 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -9242253.000000 Penalty: 3334.105469
	Iteration 19Q: 3 clusters Score -9242253 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63502 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -9242793.000000 Penalty: 3334.105469
	Iteration 20F: 3 clusters Score -9242793 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63673 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -9243189.000000 Penalty: 3334.105469
	Iteration 21Q: 3 clusters Score -9243189 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63761 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -9243494.000000 Penalty: 3334.105469
	Iteration 22Q: 3 clusters Score -9243494 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63806 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -9243779.000000 Penalty: 3334.105469
	Iteration 23Q: 3 clusters Score -9243779 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63827 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -9244044.000000 Penalty: 3334.105469
	Iteration 24Q: 3 clusters Score -9244044 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63873 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -9244227.000000 Penalty: 3334.105469
	Iteration 25Q: 3 clusters Score -9244227 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63909 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -9244369.000000 Penalty: 3334.105469
	Iteration 26Q: 3 clusters Score -9244369 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63920 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -9244488.000000 Penalty: 3334.105469
	Iteration 27Q: 3 clusters Score -9244488 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63925 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -9244553.000000 Penalty: 3334.105469
	Iteration 28Q: 3 clusters Score -9244553 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63942 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -9244598.000000 Penalty: 3334.105469
	Iteration 29Q: 3 clusters Score -9244598 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63952 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -9244652.000000 Penalty: 3334.105469
	Iteration 30Q: 3 clusters Score -9244652 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63971 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -9244684.000000 Penalty: 3334.105469
	Iteration 31Q: 3 clusters Score -9244684 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64005 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -9244698.000000 Penalty: 3334.105469
	Iteration 32Q: 3 clusters Score -9244698 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64011 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -9244752.000000 Penalty: 3334.105469
	Iteration 33Q: 3 clusters Score -9244752 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64011 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -9244773.000000 Penalty: 3334.105469
	Iteration 34Q: 3 clusters Score -9244773 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64016 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -9244775.000000 Penalty: 3334.105469
	Iteration 35Q: 3 clusters Score -9244775 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64021 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -9244807.000000 Penalty: 3334.105469
	Iteration 36Q: 3 clusters Score -9244807 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64016 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -9244802.000000 Penalty: 3334.105469
	Iteration 37Q: 3 clusters Score -9244802 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64020 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -9244825.000000 Penalty: 3334.105469
	Iteration 38Q: 3 clusters Score -9244825 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64020 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -9244814.000000 Penalty: 3334.105469
	Iteration 39Q: 3 clusters Score -9244814 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64014 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -9244821.000000 Penalty: 3334.105469
	Iteration 40F: 3 clusters Score -9244821 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64003 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -9244836.000000 Penalty: 3334.105469
	Iteration 41Q: 3 clusters Score -9244836 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64001 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -9244875.000000 Penalty: 3334.105469
	Iteration 42Q: 3 clusters Score -9244875 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63989 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -9244884.000000 Penalty: 3334.105469
	Iteration 43Q: 3 clusters Score -9244884 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63981 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -9244877.000000 Penalty: 3334.105469
	Iteration 44Q: 3 clusters Score -9244877 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63973 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -9244875.000000 Penalty: 3334.105469
	Iteration 45Q: 3 clusters Score -9244875 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63971 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -9244868.000000 Penalty: 3334.105469
	Iteration 46Q: 3 clusters Score -9244868 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63968 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -9244871.000000 Penalty: 3334.105469
	Iteration 47Q: 3 clusters Score -9244871 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63965 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -9244887.000000 Penalty: 3334.105469
	Iteration 48Q: 3 clusters Score -9244887 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63965 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -9244880.000000 Penalty: 3334.105469
	Iteration 49Q: 3 clusters Score -9244880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63962 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -9244881.000000 Penalty: 3334.105469
	Iteration 50Q: 3 clusters Score -9244881 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63959 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -9244876.000000 Penalty: 3334.105469
	Iteration 51Q: 3 clusters Score -9244876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63962 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -9244887.000000 Penalty: 3334.105469
	Iteration 52Q: 3 clusters Score -9244887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63963 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -9244895.000000 Penalty: 3334.105469
	Iteration 53Q: 3 clusters Score -9244895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63962 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -9244894.000000 Penalty: 3334.105469
	Iteration 54Q: 3 clusters Score -9244894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63964 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -9244897.000000 Penalty: 3334.105469
	Iteration 55Q: 3 clusters Score -9244897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63965 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -9244899.000000 Penalty: 3334.105469
	Iteration 56Q: 3 clusters Score -9244899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63964 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -9244893.000000 Penalty: 3334.105469
	Iteration 57Q: 3 clusters Score -9244893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63963 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -9244899.000000 Penalty: 3334.105469
	Iteration 58Q: 3 clusters Score -9244899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63963 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -9244899.000000 Penalty: 3334.105469
	Iteration 59F: 3 clusters Score -9244899 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Entering Unmasked Estep 
Score: -70464.898438 Penalty: 1040.150146
	Iteration 0F: 2 clusters Score -70464.9 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 524 members 
Entering Unmasked Estep 
Score: -69522.398438 Penalty: 2080.300293
	Iteration 0F: 3 clusters Score -69522.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -71433.585938 Penalty: 2080.300293
	Iteration 1F: 3 clusters Score -71433.59 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -72614.429688 Penalty: 2080.300293
	Iteration 2F: 3 clusters Score -72614.43 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -73367.851562 Penalty: 2080.300293
	Iteration 3F: 3 clusters Score -73367.85 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -74037.476562 Penalty: 2080.300293
	Iteration 4F: 3 clusters Score -74037.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -74113.609375 Penalty: 2080.300293
	Iteration 5Q: 3 clusters Score -74113.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -74131.000000 Penalty: 2080.300293
	Iteration 6Q: 3 clusters Score -74131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -74137.734375 Penalty: 2080.300293
	Iteration 7Q: 3 clusters Score -74137.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -74143.125000 Penalty: 2080.300293
	Iteration 8Q: 3 clusters Score -74143.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -74143.125000 Penalty: 2080.300293
	Iteration 9F: 3 clusters Score -74143.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 54048 members 
Mstep: Class 2 contains 11698 members 
Mstep: Class 3 contains 1818 members 
Mstep: Class 4 contains 41950 members 
Mstep: Class 5 contains 10075 members 
Mstep: Class 6 contains 38556 members 
Mstep: Class 7 contains 33773 members 
Mstep: Class 8 contains 3890 members 
Mstep: Class 9 contains 7362 members 
Mstep: Class 10 contains 8794 members 
Mstep: Class 11 contains 4846 members 
Mstep: Class 12 contains 21819 members 
Mstep: Class 13 contains 14797 members 
Mstep: Class 14 contains 9924 members 
Mstep: Class 15 contains 1509 members 
Mstep: Class 16 contains 3705 members 
Mstep: Class 17 contains 75366 members 
Mstep: Class 18 contains 35453 members 
Mstep: Class 19 contains 21826 members 
Mstep: Class 20 contains 6352 members 
Mstep: Class 21 contains 19029 members 
Mstep: Class 22 contains 1020 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 36063 members 
Mstep: Class 25 contains 14033 members 
Mstep: Class 26 contains 5691 members 
Mstep: Class 27 contains 34919 members 
Mstep: Class 28 contains 11494 members 
Mstep: Class 29 contains 73373 members 
Mstep: Class 30 contains 400 members 
Mstep: Class 31 contains 388 members 
Mstep: Class 32 contains 11461 members 
Mstep: Class 33 contains 1086 members 
Mstep: Class 34 contains 847 members 
Mstep: Class 35 contains 524 members 
Mstep: Class 36 contains 48193 members 
Mstep: Class 37 contains 686 members 
Entering Unmasked Estep 
Score: -80964960.000000 Penalty: 73832.367188
Splitting cluster 30 changes total score from -80957752.000000 to -80964960.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 31 (388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Entering Unmasked Estep 
Score: -43441.625000 Penalty: 886.997620
	Iteration 0F: 2 clusters Score -43441.62 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 205 members 
Entering Unmasked Estep 
Score: -42616.375000 Penalty: 1773.995239
	Iteration 0F: 3 clusters Score -42616.38 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -42777.628906 Penalty: 1773.995239
	Iteration 1F: 3 clusters Score -42777.63 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -42846.722656 Penalty: 1773.995239
	Iteration 2Q: 3 clusters Score -42846.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -42903.316406 Penalty: 1773.995239
	Iteration 3Q: 3 clusters Score -42903.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -42939.914062 Penalty: 1773.995239
	Iteration 4Q: 3 clusters Score -42939.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -42964.750000 Penalty: 1773.995239
	Iteration 5Q: 3 clusters Score -42964.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -43032.132812 Penalty: 1773.995239
	Iteration 6Q: 3 clusters Score -43032.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -43140.597656 Penalty: 1773.995239
	Iteration 7Q: 3 clusters Score -43140.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -43208.875000 Penalty: 1773.995239
	Iteration 8Q: 3 clusters Score -43208.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -43256.218750 Penalty: 1773.995239
	Iteration 9Q: 3 clusters Score -43256.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -43290.136719 Penalty: 1773.995239
	Iteration 10Q: 3 clusters Score -43290.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -43313.058594 Penalty: 1773.995239
	Iteration 11Q: 3 clusters Score -43313.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -43325.679688 Penalty: 1773.995239
	Iteration 12Q: 3 clusters Score -43325.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -43330.960938 Penalty: 1773.995239
	Iteration 13Q: 3 clusters Score -43330.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -43333.113281 Penalty: 1773.995239
	Iteration 14Q: 3 clusters Score -43333.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -43333.113281 Penalty: 1773.995239
	Iteration 15F: 3 clusters Score -43333.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 54048 members 
Mstep: Class 2 contains 11698 members 
Mstep: Class 3 contains 1818 members 
Mstep: Class 4 contains 41950 members 
Mstep: Class 5 contains 10075 members 
Mstep: Class 6 contains 38556 members 
Mstep: Class 7 contains 33773 members 
Mstep: Class 8 contains 3890 members 
Mstep: Class 9 contains 7362 members 
Mstep: Class 10 contains 8794 members 
Mstep: Class 11 contains 4846 members 
Mstep: Class 12 contains 21819 members 
Mstep: Class 13 contains 14797 members 
Mstep: Class 14 contains 9924 members 
Mstep: Class 15 contains 1509 members 
Mstep: Class 16 contains 3705 members 
Mstep: Class 17 contains 75366 members 
Mstep: Class 18 contains 35453 members 
Mstep: Class 19 contains 21826 members 
Mstep: Class 20 contains 6352 members 
Mstep: Class 21 contains 19029 members 
Mstep: Class 22 contains 1020 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 36063 members 
Mstep: Class 25 contains 14033 members 
Mstep: Class 26 contains 5691 members 
Mstep: Class 27 contains 34919 members 
Mstep: Class 28 contains 11494 members 
Mstep: Class 29 contains 73373 members 
Mstep: Class 30 contains 400 members 
Mstep: Class 31 contains 388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80967120.000000 Penalty: 73832.367188
Iteration 79Q: 38 clusters Score -8.096712e+07 nChanged 6577
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 53252 members 
Mstep: Class 2 contains 11768 members 
Mstep: Class 3 contains 1814 members 
Mstep: Class 4 contains 41897 members 
Mstep: Class 5 contains 10101 members 
Mstep: Class 6 contains 38487 members 
Mstep: Class 7 contains 34118 members 
Mstep: Class 8 contains 3899 members 
Mstep: Class 9 contains 7357 members 
Mstep: Class 10 contains 8786 members 
Mstep: Class 11 contains 4881 members 
Mstep: Class 12 contains 21841 members 
Mstep: Class 13 contains 14893 members 
Mstep: Class 14 contains 10175 members 
Mstep: Class 15 contains 1524 members 
Mstep: Class 16 contains 3706 members 
Mstep: Class 17 contains 74532 members 
Mstep: Class 18 contains 35667 members 
Mstep: Class 19 contains 21856 members 
Mstep: Class 20 contains 6379 members 
Mstep: Class 21 contains 19164 members 
Mstep: Class 22 contains 1019 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 36129 members 
Mstep: Class 25 contains 13922 members 
Mstep: Class 26 contains 5694 members 
Mstep: Class 27 contains 36190 members 
Mstep: Class 28 contains 11480 members 
Mstep: Class 29 contains 73510 members 
Mstep: Class 30 contains 404 members 
Mstep: Class 31 contains 388 members 
Mstep: Class 32 contains 11361 members 
Mstep: Class 33 contains 1091 members 
Mstep: Class 34 contains 803 members 
Mstep: Class 35 contains 521 members 
Mstep: Class 36 contains 47473 members 
Mstep: Class 37 contains 686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80968840.000000 Penalty: 73832.367188
Iteration 80F: 38 clusters Score -8.096884e+07 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 52710 members 
Mstep: Class 2 contains 11762 members 
Mstep: Class 3 contains 1810 members 
Mstep: Class 4 contains 41782 members 
Mstep: Class 5 contains 10082 members 
Mstep: Class 6 contains 38428 members 
Mstep: Class 7 contains 33968 members 
Mstep: Class 8 contains 3887 members 
Mstep: Class 9 contains 7340 members 
Mstep: Class 10 contains 8777 members 
Mstep: Class 11 contains 4842 members 
Mstep: Class 12 contains 21836 members 
Mstep: Class 13 contains 14901 members 
Mstep: Class 14 contains 10297 members 
Mstep: Class 15 contains 1545 members 
Mstep: Class 16 contains 3715 members 
Mstep: Class 17 contains 73783 members 
Mstep: Class 18 contains 35646 members 
Mstep: Class 19 contains 21856 members 
Mstep: Class 20 contains 6407 members 
Mstep: Class 21 contains 19185 members 
Mstep: Class 22 contains 1017 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 36014 members 
Mstep: Class 25 contains 13833 members 
Mstep: Class 26 contains 5704 members 
Mstep: Class 27 contains 37105 members 
Mstep: Class 28 contains 11433 members 
Mstep: Class 29 contains 73500 members 
Mstep: Class 30 contains 407 members 
Mstep: Class 31 contains 388 members 
Mstep: Class 32 contains 11871 members 
Mstep: Class 33 contains 1111 members 
Mstep: Class 34 contains 909 members 
Mstep: Class 35 contains 521 members 
Mstep: Class 36 contains 47711 members 
Mstep: Class 37 contains 686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80969872.000000 Penalty: 73832.367188
Iteration 81Q: 38 clusters Score -8.096987e+07 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 52375 members 
Mstep: Class 2 contains 11763 members 
Mstep: Class 3 contains 1807 members 
Mstep: Class 4 contains 41686 members 
Mstep: Class 5 contains 10077 members 
Mstep: Class 6 contains 38374 members 
Mstep: Class 7 contains 33890 members 
Mstep: Class 8 contains 3890 members 
Mstep: Class 9 contains 7333 members 
Mstep: Class 10 contains 8770 members 
Mstep: Class 11 contains 4815 members 
Mstep: Class 12 contains 21831 members 
Mstep: Class 13 contains 14908 members 
Mstep: Class 14 contains 10424 members 
Mstep: Class 15 contains 1564 members 
Mstep: Class 16 contains 3722 members 
Mstep: Class 17 contains 73113 members 
Mstep: Class 18 contains 35644 members 
Mstep: Class 19 contains 21860 members 
Mstep: Class 20 contains 6430 members 
Mstep: Class 21 contains 19188 members 
Mstep: Class 22 contains 1015 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35948 members 
Mstep: Class 25 contains 13795 members 
Mstep: Class 26 contains 5714 members 
Mstep: Class 27 contains 38027 members 
Mstep: Class 28 contains 11405 members 
Mstep: Class 29 contains 73349 members 
Mstep: Class 30 contains 409 members 
Mstep: Class 31 contains 388 members 
Mstep: Class 32 contains 12129 members 
Mstep: Class 33 contains 1121 members 
Mstep: Class 34 contains 963 members 
Mstep: Class 35 contains 521 members 
Mstep: Class 36 contains 47835 members 
Mstep: Class 37 contains 686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80970312.000000 Penalty: 73832.367188
Iteration 82Q: 38 clusters Score -8.097031e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 52114 members 
Mstep: Class 2 contains 11765 members 
Mstep: Class 3 contains 1805 members 
Mstep: Class 4 contains 41607 members 
Mstep: Class 5 contains 10066 members 
Mstep: Class 6 contains 38354 members 
Mstep: Class 7 contains 33856 members 
Mstep: Class 8 contains 3890 members 
Mstep: Class 9 contains 7332 members 
Mstep: Class 10 contains 8757 members 
Mstep: Class 11 contains 4807 members 
Mstep: Class 12 contains 21834 members 
Mstep: Class 13 contains 14909 members 
Mstep: Class 14 contains 10527 members 
Mstep: Class 15 contains 1583 members 
Mstep: Class 16 contains 3726 members 
Mstep: Class 17 contains 72504 members 
Mstep: Class 18 contains 35647 members 
Mstep: Class 19 contains 21866 members 
Mstep: Class 20 contains 6454 members 
Mstep: Class 21 contains 19197 members 
Mstep: Class 22 contains 1015 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35900 members 
Mstep: Class 25 contains 13773 members 
Mstep: Class 26 contains 5731 members 
Mstep: Class 27 contains 38859 members 
Mstep: Class 28 contains 11386 members 
Mstep: Class 29 contains 73140 members 
Mstep: Class 30 contains 409 members 
Mstep: Class 31 contains 388 members 
Mstep: Class 32 contains 12302 members 
Mstep: Class 33 contains 1127 members 
Mstep: Class 34 contains 987 members 
Mstep: Class 35 contains 521 members 
Mstep: Class 36 contains 47945 members 
Mstep: Class 37 contains 686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80970952.000000 Penalty: 73832.367188
Iteration 83Q: 38 clusters Score -8.097095e+07 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51893 members 
Mstep: Class 2 contains 11769 members 
Mstep: Class 3 contains 1805 members 
Mstep: Class 4 contains 41532 members 
Mstep: Class 5 contains 10071 members 
Mstep: Class 6 contains 38330 members 
Mstep: Class 7 contains 33819 members 
Mstep: Class 8 contains 3886 members 
Mstep: Class 9 contains 7337 members 
Mstep: Class 10 contains 8746 members 
Mstep: Class 11 contains 4807 members 
Mstep: Class 12 contains 21835 members 
Mstep: Class 13 contains 14913 members 
Mstep: Class 14 contains 10619 members 
Mstep: Class 15 contains 1592 members 
Mstep: Class 16 contains 3731 members 
Mstep: Class 17 contains 71925 members 
Mstep: Class 18 contains 35656 members 
Mstep: Class 19 contains 21876 members 
Mstep: Class 20 contains 6474 members 
Mstep: Class 21 contains 19200 members 
Mstep: Class 22 contains 1015 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35862 members 
Mstep: Class 25 contains 13758 members 
Mstep: Class 26 contains 5742 members 
Mstep: Class 27 contains 39681 members 
Mstep: Class 28 contains 11364 members 
Mstep: Class 29 contains 72862 members 
Mstep: Class 30 contains 409 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 12441 members 
Mstep: Class 33 contains 1128 members 
Mstep: Class 34 contains 1003 members 
Mstep: Class 35 contains 521 members 
Mstep: Class 36 contains 48092 members 
Mstep: Class 37 contains 686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80971256.000000 Penalty: 73832.367188
Iteration 84Q: 38 clusters Score -8.097126e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51724 members 
Mstep: Class 2 contains 11769 members 
Mstep: Class 3 contains 1805 members 
Mstep: Class 4 contains 41470 members 
Mstep: Class 5 contains 10065 members 
Mstep: Class 6 contains 38306 members 
Mstep: Class 7 contains 33795 members 
Mstep: Class 8 contains 3886 members 
Mstep: Class 9 contains 7334 members 
Mstep: Class 10 contains 8728 members 
Mstep: Class 11 contains 4806 members 
Mstep: Class 12 contains 21832 members 
Mstep: Class 13 contains 14914 members 
Mstep: Class 14 contains 10702 members 
Mstep: Class 15 contains 1601 members 
Mstep: Class 16 contains 3740 members 
Mstep: Class 17 contains 71331 members 
Mstep: Class 18 contains 35661 members 
Mstep: Class 19 contains 21882 members 
Mstep: Class 20 contains 6498 members 
Mstep: Class 21 contains 19200 members 
Mstep: Class 22 contains 1015 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35827 members 
Mstep: Class 25 contains 13731 members 
Mstep: Class 26 contains 5760 members 
Mstep: Class 27 contains 40537 members 
Mstep: Class 28 contains 11342 members 
Mstep: Class 29 contains 72521 members 
Mstep: Class 30 contains 409 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 12543 members 
Mstep: Class 33 contains 1128 members 
Mstep: Class 34 contains 1019 members 
Mstep: Class 35 contains 521 members 
Mstep: Class 36 contains 48292 members 
Mstep: Class 37 contains 686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80971832.000000 Penalty: 73832.367188
Iteration 85Q: 38 clusters Score -8.097183e+07 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51603 members 
Mstep: Class 2 contains 11771 members 
Mstep: Class 3 contains 1804 members 
Mstep: Class 4 contains 41402 members 
Mstep: Class 5 contains 10064 members 
Mstep: Class 6 contains 38301 members 
Mstep: Class 7 contains 33787 members 
Mstep: Class 8 contains 3895 members 
Mstep: Class 9 contains 7332 members 
Mstep: Class 10 contains 8711 members 
Mstep: Class 11 contains 4813 members 
Mstep: Class 12 contains 21830 members 
Mstep: Class 13 contains 14913 members 
Mstep: Class 14 contains 10737 members 
Mstep: Class 15 contains 1605 members 
Mstep: Class 16 contains 3746 members 
Mstep: Class 17 contains 70792 members 
Mstep: Class 18 contains 35665 members 
Mstep: Class 19 contains 21883 members 
Mstep: Class 20 contains 6516 members 
Mstep: Class 21 contains 19206 members 
Mstep: Class 22 contains 1015 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35798 members 
Mstep: Class 25 contains 13716 members 
Mstep: Class 26 contains 5768 members 
Mstep: Class 27 contains 41315 members 
Mstep: Class 28 contains 11325 members 
Mstep: Class 29 contains 72115 members 
Mstep: Class 30 contains 409 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 12630 members 
Mstep: Class 33 contains 1135 members 
Mstep: Class 34 contains 1033 members 
Mstep: Class 35 contains 521 members 
Mstep: Class 36 contains 48538 members 
Mstep: Class 37 contains 686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80972464.000000 Penalty: 73832.367188
Iteration 86Q: 38 clusters Score -8.097246e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51507 members 
Mstep: Class 2 contains 11772 members 
Mstep: Class 3 contains 1802 members 
Mstep: Class 4 contains 41348 members 
Mstep: Class 5 contains 10060 members 
Mstep: Class 6 contains 38296 members 
Mstep: Class 7 contains 33770 members 
Mstep: Class 8 contains 3897 members 
Mstep: Class 9 contains 7329 members 
Mstep: Class 10 contains 8697 members 
Mstep: Class 11 contains 4820 members 
Mstep: Class 12 contains 21828 members 
Mstep: Class 13 contains 14911 members 
Mstep: Class 14 contains 10780 members 
Mstep: Class 15 contains 1608 members 
Mstep: Class 16 contains 3756 members 
Mstep: Class 17 contains 70312 members 
Mstep: Class 18 contains 35666 members 
Mstep: Class 19 contains 21889 members 
Mstep: Class 20 contains 6528 members 
Mstep: Class 21 contains 19216 members 
Mstep: Class 22 contains 1015 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35781 members 
Mstep: Class 25 contains 13698 members 
Mstep: Class 26 contains 5775 members 
Mstep: Class 27 contains 42104 members 
Mstep: Class 28 contains 11302 members 
Mstep: Class 29 contains 71620 members 
Mstep: Class 30 contains 409 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 12712 members 
Mstep: Class 33 contains 1138 members 
Mstep: Class 34 contains 1041 members 
Mstep: Class 35 contains 521 members 
Mstep: Class 36 contains 48786 members 
Mstep: Class 37 contains 686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80972808.000000 Penalty: 73832.367188
Iteration 87Q: 38 clusters Score -8.097281e+07 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51411 members 
Mstep: Class 2 contains 11776 members 
Mstep: Class 3 contains 1800 members 
Mstep: Class 4 contains 41274 members 
Mstep: Class 5 contains 10065 members 
Mstep: Class 6 contains 38294 members 
Mstep: Class 7 contains 33760 members 
Mstep: Class 8 contains 3891 members 
Mstep: Class 9 contains 7319 members 
Mstep: Class 10 contains 8686 members 
Mstep: Class 11 contains 4818 members 
Mstep: Class 12 contains 21829 members 
Mstep: Class 13 contains 14911 members 
Mstep: Class 14 contains 10825 members 
Mstep: Class 15 contains 1613 members 
Mstep: Class 16 contains 3760 members 
Mstep: Class 17 contains 69794 members 
Mstep: Class 18 contains 35664 members 
Mstep: Class 19 contains 21890 members 
Mstep: Class 20 contains 6521 members 
Mstep: Class 21 contains 19226 members 
Mstep: Class 22 contains 1015 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35770 members 
Mstep: Class 25 contains 13684 members 
Mstep: Class 26 contains 5783 members 
Mstep: Class 27 contains 42886 members 
Mstep: Class 28 contains 11286 members 
Mstep: Class 29 contains 71146 members 
Mstep: Class 30 contains 409 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 12778 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 1055 members 
Mstep: Class 35 contains 521 members 
Mstep: Class 36 contains 49093 members 
Mstep: Class 37 contains 686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80973248.000000 Penalty: 73832.367188
Iteration 88Q: 38 clusters Score -8.097325e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51305 members 
Mstep: Class 2 contains 11776 members 
Mstep: Class 3 contains 1797 members 
Mstep: Class 4 contains 41214 members 
Mstep: Class 5 contains 10065 members 
Mstep: Class 6 contains 38280 members 
Mstep: Class 7 contains 33761 members 
Mstep: Class 8 contains 3882 members 
Mstep: Class 9 contains 7317 members 
Mstep: Class 10 contains 8682 members 
Mstep: Class 11 contains 4817 members 
Mstep: Class 12 contains 21829 members 
Mstep: Class 13 contains 14912 members 
Mstep: Class 14 contains 10889 members 
Mstep: Class 15 contains 1616 members 
Mstep: Class 16 contains 3764 members 
Mstep: Class 17 contains 69257 members 
Mstep: Class 18 contains 35665 members 
Mstep: Class 19 contains 21891 members 
Mstep: Class 20 contains 6529 members 
Mstep: Class 21 contains 19239 members 
Mstep: Class 22 contains 1015 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35763 members 
Mstep: Class 25 contains 13682 members 
Mstep: Class 26 contains 5786 members 
Mstep: Class 27 contains 43605 members 
Mstep: Class 28 contains 11263 members 
Mstep: Class 29 contains 70683 members 
Mstep: Class 30 contains 409 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 12830 members 
Mstep: Class 33 contains 1141 members 
Mstep: Class 34 contains 1071 members 
Mstep: Class 35 contains 521 members 
Mstep: Class 36 contains 49438 members 
Mstep: Class 37 contains 686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80973320.000000 Penalty: 73832.367188
Iteration 89Q: 38 clusters Score -8.097332e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51222 members 
Mstep: Class 2 contains 11775 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 41184 members 
Mstep: Class 5 contains 10072 members 
Mstep: Class 6 contains 38262 members 
Mstep: Class 7 contains 33763 members 
Mstep: Class 8 contains 3877 members 
Mstep: Class 9 contains 7314 members 
Mstep: Class 10 contains 8675 members 
Mstep: Class 11 contains 4817 members 
Mstep: Class 12 contains 21833 members 
Mstep: Class 13 contains 14912 members 
Mstep: Class 14 contains 10941 members 
Mstep: Class 15 contains 1616 members 
Mstep: Class 16 contains 3767 members 
Mstep: Class 17 contains 68698 members 
Mstep: Class 18 contains 35668 members 
Mstep: Class 19 contains 21893 members 
Mstep: Class 20 contains 6531 members 
Mstep: Class 21 contains 19244 members 
Mstep: Class 22 contains 1015 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35758 members 
Mstep: Class 25 contains 13675 members 
Mstep: Class 26 contains 5792 members 
Mstep: Class 27 contains 44234 members 
Mstep: Class 28 contains 11241 members 
Mstep: Class 29 contains 70243 members 
Mstep: Class 30 contains 409 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 12884 members 
Mstep: Class 33 contains 1139 members 
Mstep: Class 34 contains 1079 members 
Mstep: Class 35 contains 521 members 
Mstep: Class 36 contains 49846 members 
Mstep: Class 37 contains 686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80973280.000000 Penalty: 73832.367188
Iteration 90Q: 38 clusters Score -8.097328e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51154 members 
Mstep: Class 2 contains 11776 members 
Mstep: Class 3 contains 1793 members 
Mstep: Class 4 contains 41162 members 
Mstep: Class 5 contains 10071 members 
Mstep: Class 6 contains 38244 members 
Mstep: Class 7 contains 33763 members 
Mstep: Class 8 contains 3873 members 
Mstep: Class 9 contains 7315 members 
Mstep: Class 10 contains 8674 members 
Mstep: Class 11 contains 4811 members 
Mstep: Class 12 contains 21834 members 
Mstep: Class 13 contains 14911 members 
Mstep: Class 14 contains 10984 members 
Mstep: Class 15 contains 1619 members 
Mstep: Class 16 contains 3768 members 
Mstep: Class 17 contains 68095 members 
Mstep: Class 18 contains 35670 members 
Mstep: Class 19 contains 21893 members 
Mstep: Class 20 contains 6532 members 
Mstep: Class 21 contains 19257 members 
Mstep: Class 22 contains 1015 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35751 members 
Mstep: Class 25 contains 13673 members 
Mstep: Class 26 contains 5796 members 
Mstep: Class 27 contains 44825 members 
Mstep: Class 28 contains 11224 members 
Mstep: Class 29 contains 69851 members 
Mstep: Class 30 contains 409 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 12932 members 
Mstep: Class 33 contains 1139 members 
Mstep: Class 34 contains 1085 members 
Mstep: Class 35 contains 521 members 
Mstep: Class 36 contains 50274 members 
Mstep: Class 37 contains 686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80973360.000000 Penalty: 73832.367188
Iteration 91Q: 38 clusters Score -8.097336e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51073 members 
Mstep: Class 2 contains 11777 members 
Mstep: Class 3 contains 1793 members 
Mstep: Class 4 contains 41138 members 
Mstep: Class 5 contains 10077 members 
Mstep: Class 6 contains 38221 members 
Mstep: Class 7 contains 33774 members 
Mstep: Class 8 contains 3874 members 
Mstep: Class 9 contains 7316 members 
Mstep: Class 10 contains 8672 members 
Mstep: Class 11 contains 4811 members 
Mstep: Class 12 contains 21835 members 
Mstep: Class 13 contains 14913 members 
Mstep: Class 14 contains 11021 members 
Mstep: Class 15 contains 1621 members 
Mstep: Class 16 contains 3772 members 
Mstep: Class 17 contains 67446 members 
Mstep: Class 18 contains 35674 members 
Mstep: Class 19 contains 21894 members 
Mstep: Class 20 contains 6524 members 
Mstep: Class 21 contains 19255 members 
Mstep: Class 22 contains 1015 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35751 members 
Mstep: Class 25 contains 13677 members 
Mstep: Class 26 contains 5790 members 
Mstep: Class 27 contains 45392 members 
Mstep: Class 28 contains 11217 members 
Mstep: Class 29 contains 69500 members 
Mstep: Class 30 contains 409 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 12978 members 
Mstep: Class 33 contains 1142 members 
Mstep: Class 34 contains 1089 members 
Mstep: Class 35 contains 521 members 
Mstep: Class 36 contains 50732 members 
Mstep: Class 37 contains 686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80973472.000000 Penalty: 73832.367188
Iteration 92Q: 38 clusters Score -8.097347e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 51015 members 
Mstep: Class 2 contains 11775 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 41125 members 
Mstep: Class 5 contains 10076 members 
Mstep: Class 6 contains 38208 members 
Mstep: Class 7 contains 33786 members 
Mstep: Class 8 contains 3874 members 
Mstep: Class 9 contains 7316 members 
Mstep: Class 10 contains 8663 members 
Mstep: Class 11 contains 4811 members 
Mstep: Class 12 contains 21835 members 
Mstep: Class 13 contains 14912 members 
Mstep: Class 14 contains 11053 members 
Mstep: Class 15 contains 1624 members 
Mstep: Class 16 contains 3774 members 
Mstep: Class 17 contains 66753 members 
Mstep: Class 18 contains 35673 members 
Mstep: Class 19 contains 21893 members 
Mstep: Class 20 contains 6531 members 
Mstep: Class 21 contains 19258 members 
Mstep: Class 22 contains 1015 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35742 members 
Mstep: Class 25 contains 13668 members 
Mstep: Class 26 contains 5791 members 
Mstep: Class 27 contains 45925 members 
Mstep: Class 28 contains 11211 members 
Mstep: Class 29 contains 69174 members 
Mstep: Class 30 contains 409 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 13025 members 
Mstep: Class 33 contains 1143 members 
Mstep: Class 34 contains 1093 members 
Mstep: Class 35 contains 521 members 
Mstep: Class 36 contains 51228 members 
Mstep: Class 37 contains 686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80973896.000000 Penalty: 73832.367188
Iteration 93Q: 38 clusters Score -8.09739e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 50979 members 
Mstep: Class 2 contains 11772 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 41099 members 
Mstep: Class 5 contains 10076 members 
Mstep: Class 6 contains 38199 members 
Mstep: Class 7 contains 33772 members 
Mstep: Class 8 contains 3875 members 
Mstep: Class 9 contains 7316 members 
Mstep: Class 10 contains 8659 members 
Mstep: Class 11 contains 4816 members 
Mstep: Class 12 contains 21834 members 
Mstep: Class 13 contains 14914 members 
Mstep: Class 14 contains 11080 members 
Mstep: Class 15 contains 1624 members 
Mstep: Class 16 contains 3777 members 
Mstep: Class 17 contains 66063 members 
Mstep: Class 18 contains 35675 members 
Mstep: Class 19 contains 21892 members 
Mstep: Class 20 contains 6542 members 
Mstep: Class 21 contains 19256 members 
Mstep: Class 22 contains 1015 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35738 members 
Mstep: Class 25 contains 13666 members 
Mstep: Class 26 contains 5790 members 
Mstep: Class 27 contains 46409 members 
Mstep: Class 28 contains 11203 members 
Mstep: Class 29 contains 68886 members 
Mstep: Class 30 contains 409 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 13052 members 
Mstep: Class 33 contains 1144 members 
Mstep: Class 34 contains 1093 members 
Mstep: Class 35 contains 521 members 
Mstep: Class 36 contains 51754 members 
Mstep: Class 37 contains 686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80974216.000000 Penalty: 73832.367188
Iteration 94Q: 38 clusters Score -8.097422e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 50953 members 
Mstep: Class 2 contains 11768 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 41076 members 
Mstep: Class 5 contains 10077 members 
Mstep: Class 6 contains 38198 members 
Mstep: Class 7 contains 33755 members 
Mstep: Class 8 contains 3874 members 
Mstep: Class 9 contains 7316 members 
Mstep: Class 10 contains 8653 members 
Mstep: Class 11 contains 4817 members 
Mstep: Class 12 contains 21835 members 
Mstep: Class 13 contains 14917 members 
Mstep: Class 14 contains 11100 members 
Mstep: Class 15 contains 1626 members 
Mstep: Class 16 contains 3781 members 
Mstep: Class 17 contains 65380 members 
Mstep: Class 18 contains 35676 members 
Mstep: Class 19 contains 21889 members 
Mstep: Class 20 contains 6539 members 
Mstep: Class 21 contains 19263 members 
Mstep: Class 22 contains 1015 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35739 members 
Mstep: Class 25 contains 13675 members 
Mstep: Class 26 contains 5788 members 
Mstep: Class 27 contains 46768 members 
Mstep: Class 28 contains 11196 members 
Mstep: Class 29 contains 68655 members 
Mstep: Class 30 contains 409 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 13074 members 
Mstep: Class 33 contains 1145 members 
Mstep: Class 34 contains 1092 members 
Mstep: Class 35 contains 521 members 
Mstep: Class 36 contains 52330 members 
Mstep: Class 37 contains 686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80974224.000000 Penalty: 73832.367188
Iteration 95Q: 38 clusters Score -8.097422e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 50928 members 
Mstep: Class 2 contains 11767 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 41027 members 
Mstep: Class 5 contains 10076 members 
Mstep: Class 6 contains 38204 members 
Mstep: Class 7 contains 33751 members 
Mstep: Class 8 contains 3875 members 
Mstep: Class 9 contains 7317 members 
Mstep: Class 10 contains 8650 members 
Mstep: Class 11 contains 4820 members 
Mstep: Class 12 contains 21835 members 
Mstep: Class 13 contains 14919 members 
Mstep: Class 14 contains 11116 members 
Mstep: Class 15 contains 1628 members 
Mstep: Class 16 contains 3782 members 
Mstep: Class 17 contains 64709 members 
Mstep: Class 18 contains 35679 members 
Mstep: Class 19 contains 21888 members 
Mstep: Class 20 contains 6540 members 
Mstep: Class 21 contains 19269 members 
Mstep: Class 22 contains 1015 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35726 members 
Mstep: Class 25 contains 13680 members 
Mstep: Class 26 contains 5789 members 
Mstep: Class 27 contains 47136 members 
Mstep: Class 28 contains 11190 members 
Mstep: Class 29 contains 68428 members 
Mstep: Class 30 contains 409 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 13096 members 
Mstep: Class 33 contains 1148 members 
Mstep: Class 34 contains 1092 members 
Mstep: Class 35 contains 521 members 
Mstep: Class 36 contains 52890 members 
Mstep: Class 37 contains 686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80974592.000000 Penalty: 73832.367188
Iteration 96Q: 38 clusters Score -8.097459e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 50905 members 
Mstep: Class 2 contains 11768 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 41003 members 
Mstep: Class 5 contains 10076 members 
Mstep: Class 6 contains 38197 members 
Mstep: Class 7 contains 33740 members 
Mstep: Class 8 contains 3876 members 
Mstep: Class 9 contains 7315 members 
Mstep: Class 10 contains 8650 members 
Mstep: Class 11 contains 4820 members 
Mstep: Class 12 contains 21835 members 
Mstep: Class 13 contains 14919 members 
Mstep: Class 14 contains 11138 members 
Mstep: Class 15 contains 1630 members 
Mstep: Class 16 contains 3785 members 
Mstep: Class 17 contains 64019 members 
Mstep: Class 18 contains 35677 members 
Mstep: Class 19 contains 21888 members 
Mstep: Class 20 contains 6559 members 
Mstep: Class 21 contains 19270 members 
Mstep: Class 22 contains 1015 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35712 members 
Mstep: Class 25 contains 13688 members 
Mstep: Class 26 contains 5786 members 
Mstep: Class 27 contains 47430 members 
Mstep: Class 28 contains 11191 members 
Mstep: Class 29 contains 68234 members 
Mstep: Class 30 contains 409 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 13106 members 
Mstep: Class 33 contains 1151 members 
Mstep: Class 34 contains 1092 members 
Mstep: Class 35 contains 521 members 
Mstep: Class 36 contains 53495 members 
Mstep: Class 37 contains 686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80974632.000000 Penalty: 73832.367188
Iteration 97Q: 38 clusters Score -8.097463e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 50883 members 
Mstep: Class 2 contains 11768 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 40965 members 
Mstep: Class 5 contains 10081 members 
Mstep: Class 6 contains 38186 members 
Mstep: Class 7 contains 33723 members 
Mstep: Class 8 contains 3880 members 
Mstep: Class 9 contains 7313 members 
Mstep: Class 10 contains 8645 members 
Mstep: Class 11 contains 4824 members 
Mstep: Class 12 contains 21835 members 
Mstep: Class 13 contains 14917 members 
Mstep: Class 14 contains 11156 members 
Mstep: Class 15 contains 1630 members 
Mstep: Class 16 contains 3789 members 
Mstep: Class 17 contains 63382 members 
Mstep: Class 18 contains 35677 members 
Mstep: Class 19 contains 21890 members 
Mstep: Class 20 contains 6573 members 
Mstep: Class 21 contains 19271 members 
Mstep: Class 22 contains 1015 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35703 members 
Mstep: Class 25 contains 13686 members 
Mstep: Class 26 contains 5788 members 
Mstep: Class 27 contains 47701 members 
Mstep: Class 28 contains 11190 members 
Mstep: Class 29 contains 68052 members 
Mstep: Class 30 contains 409 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 13119 members 
Mstep: Class 33 contains 1155 members 
Mstep: Class 34 contains 1093 members 
Mstep: Class 35 contains 521 members 
Mstep: Class 36 contains 54080 members 
Mstep: Class 37 contains 686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80974728.000000 Penalty: 73832.367188
Iteration 98Q: 38 clusters Score -8.097473e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 50860 members 
Mstep: Class 2 contains 11768 members 
Mstep: Class 3 contains 1795 members 
Mstep: Class 4 contains 40946 members 
Mstep: Class 5 contains 10080 members 
Mstep: Class 6 contains 38190 members 
Mstep: Class 7 contains 33709 members 
Mstep: Class 8 contains 3886 members 
Mstep: Class 9 contains 7310 members 
Mstep: Class 10 contains 8642 members 
Mstep: Class 11 contains 4826 members 
Mstep: Class 12 contains 21834 members 
Mstep: Class 13 contains 14917 members 
Mstep: Class 14 contains 11174 members 
Mstep: Class 15 contains 1631 members 
Mstep: Class 16 contains 3793 members 
Mstep: Class 17 contains 62820 members 
Mstep: Class 18 contains 35679 members 
Mstep: Class 19 contains 21890 members 
Mstep: Class 20 contains 6578 members 
Mstep: Class 21 contains 19266 members 
Mstep: Class 22 contains 1015 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35695 members 
Mstep: Class 25 contains 13694 members 
Mstep: Class 26 contains 5783 members 
Mstep: Class 27 contains 47911 members 
Mstep: Class 28 contains 11188 members 
Mstep: Class 29 contains 67859 members 
Mstep: Class 30 contains 409 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 13136 members 
Mstep: Class 33 contains 1156 members 
Mstep: Class 34 contains 1094 members 
Mstep: Class 35 contains 521 members 
Mstep: Class 36 contains 54639 members 
Mstep: Class 37 contains 686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80974952.000000 Penalty: 73832.367188
Iteration 99Q: 38 clusters Score -8.097495e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 50836 members 
Mstep: Class 2 contains 11766 members 
Mstep: Class 3 contains 1795 members 
Mstep: Class 4 contains 40904 members 
Mstep: Class 5 contains 10085 members 
Mstep: Class 6 contains 38185 members 
Mstep: Class 7 contains 33693 members 
Mstep: Class 8 contains 3890 members 
Mstep: Class 9 contains 7310 members 
Mstep: Class 10 contains 8641 members 
Mstep: Class 11 contains 4829 members 
Mstep: Class 12 contains 21834 members 
Mstep: Class 13 contains 14918 members 
Mstep: Class 14 contains 11190 members 
Mstep: Class 15 contains 1631 members 
Mstep: Class 16 contains 3795 members 
Mstep: Class 17 contains 62347 members 
Mstep: Class 18 contains 35682 members 
Mstep: Class 19 contains 21890 members 
Mstep: Class 20 contains 6585 members 
Mstep: Class 21 contains 19268 members 
Mstep: Class 22 contains 1015 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35689 members 
Mstep: Class 25 contains 13704 members 
Mstep: Class 26 contains 5784 members 
Mstep: Class 27 contains 48047 members 
Mstep: Class 28 contains 11184 members 
Mstep: Class 29 contains 67666 members 
Mstep: Class 30 contains 409 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 13151 members 
Mstep: Class 33 contains 1158 members 
Mstep: Class 34 contains 1095 members 
Mstep: Class 35 contains 521 members 
Mstep: Class 36 contains 55197 members 
Mstep: Class 37 contains 686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80974984.000000 Penalty: 73832.367188
Iteration 100F: 38 clusters Score -8.097498e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 50810 members 
Mstep: Class 2 contains 11767 members 
Mstep: Class 3 contains 1794 members 
Mstep: Class 4 contains 40869 members 
Mstep: Class 5 contains 10085 members 
Mstep: Class 6 contains 38185 members 
Mstep: Class 7 contains 33693 members 
Mstep: Class 8 contains 3893 members 
Mstep: Class 9 contains 7308 members 
Mstep: Class 10 contains 8643 members 
Mstep: Class 11 contains 4832 members 
Mstep: Class 12 contains 21835 members 
Mstep: Class 13 contains 14916 members 
Mstep: Class 14 contains 11203 members 
Mstep: Class 15 contains 1632 members 
Mstep: Class 16 contains 3800 members 
Mstep: Class 17 contains 61765 members 
Mstep: Class 18 contains 35682 members 
Mstep: Class 19 contains 21891 members 
Mstep: Class 20 contains 6596 members 
Mstep: Class 21 contains 19273 members 
Mstep: Class 22 contains 1015 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35681 members 
Mstep: Class 25 contains 13722 members 
Mstep: Class 26 contains 5784 members 
Mstep: Class 27 contains 48275 members 
Mstep: Class 28 contains 11181 members 
Mstep: Class 29 contains 67489 members 
Mstep: Class 30 contains 409 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 13171 members 
Mstep: Class 33 contains 1158 members 
Mstep: Class 34 contains 1095 members 
Mstep: Class 35 contains 521 members 
Mstep: Class 36 contains 55721 members 
Mstep: Class 37 contains 686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80974992.000000 Penalty: 73832.367188
Iteration 101Q: 38 clusters Score -8.097499e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 50799 members 
Mstep: Class 2 contains 11767 members 
Mstep: Class 3 contains 1793 members 
Mstep: Class 4 contains 40834 members 
Mstep: Class 5 contains 10084 members 
Mstep: Class 6 contains 38173 members 
Mstep: Class 7 contains 33682 members 
Mstep: Class 8 contains 3893 members 
Mstep: Class 9 contains 7305 members 
Mstep: Class 10 contains 8644 members 
Mstep: Class 11 contains 4833 members 
Mstep: Class 12 contains 21835 members 
Mstep: Class 13 contains 14915 members 
Mstep: Class 14 contains 11209 members 
Mstep: Class 15 contains 1634 members 
Mstep: Class 16 contains 3799 members 
Mstep: Class 17 contains 61258 members 
Mstep: Class 18 contains 35686 members 
Mstep: Class 19 contains 21892 members 
Mstep: Class 20 contains 6604 members 
Mstep: Class 21 contains 19275 members 
Mstep: Class 22 contains 1015 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35676 members 
Mstep: Class 25 contains 13727 members 
Mstep: Class 26 contains 5784 members 
Mstep: Class 27 contains 48421 members 
Mstep: Class 28 contains 11179 members 
Mstep: Class 29 contains 67319 members 
Mstep: Class 30 contains 409 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 13183 members 
Mstep: Class 33 contains 1160 members 
Mstep: Class 34 contains 1095 members 
Mstep: Class 35 contains 521 members 
Mstep: Class 36 contains 56291 members 
Mstep: Class 37 contains 686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80975000.000000 Penalty: 73832.367188
Iteration 102Q: 38 clusters Score -8.0975e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 50789 members 
Mstep: Class 2 contains 11768 members 
Mstep: Class 3 contains 1793 members 
Mstep: Class 4 contains 40792 members 
Mstep: Class 5 contains 10083 members 
Mstep: Class 6 contains 38157 members 
Mstep: Class 7 contains 33674 members 
Mstep: Class 8 contains 3895 members 
Mstep: Class 9 contains 7300 members 
Mstep: Class 10 contains 8646 members 
Mstep: Class 11 contains 4835 members 
Mstep: Class 12 contains 21834 members 
Mstep: Class 13 contains 14915 members 
Mstep: Class 14 contains 11217 members 
Mstep: Class 15 contains 1634 members 
Mstep: Class 16 contains 3801 members 
Mstep: Class 17 contains 60804 members 
Mstep: Class 18 contains 35683 members 
Mstep: Class 19 contains 21893 members 
Mstep: Class 20 contains 6610 members 
Mstep: Class 21 contains 19277 members 
Mstep: Class 22 contains 1015 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35673 members 
Mstep: Class 25 contains 13722 members 
Mstep: Class 26 contains 5785 members 
Mstep: Class 27 contains 48519 members 
Mstep: Class 28 contains 11180 members 
Mstep: Class 29 contains 67140 members 
Mstep: Class 30 contains 409 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 13194 members 
Mstep: Class 33 contains 1162 members 
Mstep: Class 34 contains 1095 members 
Mstep: Class 35 contains 521 members 
Mstep: Class 36 contains 56879 members 
Mstep: Class 37 contains 686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80974760.000000 Penalty: 73832.367188
Iteration 103Q: 38 clusters Score -8.097476e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 50769 members 
Mstep: Class 2 contains 11767 members 
Mstep: Class 3 contains 1793 members 
Mstep: Class 4 contains 40762 members 
Mstep: Class 5 contains 10082 members 
Mstep: Class 6 contains 38148 members 
Mstep: Class 7 contains 33683 members 
Mstep: Class 8 contains 3898 members 
Mstep: Class 9 contains 7302 members 
Mstep: Class 10 contains 8648 members 
Mstep: Class 11 contains 4837 members 
Mstep: Class 12 contains 21834 members 
Mstep: Class 13 contains 14919 members 
Mstep: Class 14 contains 11224 members 
Mstep: Class 15 contains 1634 members 
Mstep: Class 16 contains 3802 members 
Mstep: Class 17 contains 60363 members 
Mstep: Class 18 contains 35684 members 
Mstep: Class 19 contains 21893 members 
Mstep: Class 20 contains 6618 members 
Mstep: Class 21 contains 19282 members 
Mstep: Class 22 contains 1015 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35664 members 
Mstep: Class 25 contains 13712 members 
Mstep: Class 26 contains 5785 members 
Mstep: Class 27 contains 48600 members 
Mstep: Class 28 contains 11182 members 
Mstep: Class 29 contains 66971 members 
Mstep: Class 30 contains 409 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 13208 members 
Mstep: Class 33 contains 1164 members 
Mstep: Class 34 contains 1095 members 
Mstep: Class 35 contains 521 members 
Mstep: Class 36 contains 57426 members 
Mstep: Class 37 contains 686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80974992.000000 Penalty: 73832.367188
Iteration 104Q: 38 clusters Score -8.097499e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 50754 members 
Mstep: Class 2 contains 11767 members 
Mstep: Class 3 contains 1793 members 
Mstep: Class 4 contains 40731 members 
Mstep: Class 5 contains 10083 members 
Mstep: Class 6 contains 38147 members 
Mstep: Class 7 contains 33679 members 
Mstep: Class 8 contains 3899 members 
Mstep: Class 9 contains 7303 members 
Mstep: Class 10 contains 8647 members 
Mstep: Class 11 contains 4838 members 
Mstep: Class 12 contains 21835 members 
Mstep: Class 13 contains 14917 members 
Mstep: Class 14 contains 11233 members 
Mstep: Class 15 contains 1634 members 
Mstep: Class 16 contains 3803 members 
Mstep: Class 17 contains 59962 members 
Mstep: Class 18 contains 35682 members 
Mstep: Class 19 contains 21893 members 
Mstep: Class 20 contains 6627 members 
Mstep: Class 21 contains 19288 members 
Mstep: Class 22 contains 1015 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35665 members 
Mstep: Class 25 contains 13708 members 
Mstep: Class 26 contains 5786 members 
Mstep: Class 27 contains 48665 members 
Mstep: Class 28 contains 11184 members 
Mstep: Class 29 contains 66813 members 
Mstep: Class 30 contains 409 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 13218 members 
Mstep: Class 33 contains 1163 members 
Mstep: Class 34 contains 1096 members 
Mstep: Class 35 contains 521 members 
Mstep: Class 36 contains 57936 members 
Mstep: Class 37 contains 686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80975032.000000 Penalty: 73832.367188
Iteration 105Q: 38 clusters Score -8.097503e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 50746 members 
Mstep: Class 2 contains 11770 members 
Mstep: Class 3 contains 1793 members 
Mstep: Class 4 contains 40717 members 
Mstep: Class 5 contains 10083 members 
Mstep: Class 6 contains 38149 members 
Mstep: Class 7 contains 33677 members 
Mstep: Class 8 contains 3899 members 
Mstep: Class 9 contains 7300 members 
Mstep: Class 10 contains 8646 members 
Mstep: Class 11 contains 4838 members 
Mstep: Class 12 contains 21836 members 
Mstep: Class 13 contains 14915 members 
Mstep: Class 14 contains 11243 members 
Mstep: Class 15 contains 1635 members 
Mstep: Class 16 contains 3803 members 
Mstep: Class 17 contains 59583 members 
Mstep: Class 18 contains 35682 members 
Mstep: Class 19 contains 21891 members 
Mstep: Class 20 contains 6646 members 
Mstep: Class 21 contains 19290 members 
Mstep: Class 22 contains 1015 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35665 members 
Mstep: Class 25 contains 13713 members 
Mstep: Class 26 contains 5786 members 
Mstep: Class 27 contains 48771 members 
Mstep: Class 28 contains 11181 members 
Mstep: Class 29 contains 66636 members 
Mstep: Class 30 contains 409 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 13224 members 
Mstep: Class 33 contains 1163 members 
Mstep: Class 34 contains 1098 members 
Mstep: Class 35 contains 521 members 
Mstep: Class 36 contains 58370 members 
Mstep: Class 37 contains 686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80975008.000000 Penalty: 73832.367188
Iteration 106Q: 38 clusters Score -8.097501e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 50741 members 
Mstep: Class 2 contains 11771 members 
Mstep: Class 3 contains 1793 members 
Mstep: Class 4 contains 40697 members 
Mstep: Class 5 contains 10082 members 
Mstep: Class 6 contains 38146 members 
Mstep: Class 7 contains 33669 members 
Mstep: Class 8 contains 3900 members 
Mstep: Class 9 contains 7298 members 
Mstep: Class 10 contains 8648 members 
Mstep: Class 11 contains 4836 members 
Mstep: Class 12 contains 21835 members 
Mstep: Class 13 contains 14913 members 
Mstep: Class 14 contains 11253 members 
Mstep: Class 15 contains 1635 members 
Mstep: Class 16 contains 3802 members 
Mstep: Class 17 contains 59211 members 
Mstep: Class 18 contains 35681 members 
Mstep: Class 19 contains 21891 members 
Mstep: Class 20 contains 6658 members 
Mstep: Class 21 contains 19299 members 
Mstep: Class 22 contains 1015 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35663 members 
Mstep: Class 25 contains 13707 members 
Mstep: Class 26 contains 5787 members 
Mstep: Class 27 contains 48848 members 
Mstep: Class 28 contains 11181 members 
Mstep: Class 29 contains 66490 members 
Mstep: Class 30 contains 409 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 13227 members 
Mstep: Class 33 contains 1163 members 
Mstep: Class 34 contains 1100 members 
Mstep: Class 35 contains 521 members 
Mstep: Class 36 contains 58824 members 
Mstep: Class 37 contains 686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80974928.000000 Penalty: 73832.367188
Iteration 107Q: 38 clusters Score -8.097493e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 50725 members 
Mstep: Class 2 contains 11771 members 
Mstep: Class 3 contains 1793 members 
Mstep: Class 4 contains 40691 members 
Mstep: Class 5 contains 10079 members 
Mstep: Class 6 contains 38144 members 
Mstep: Class 7 contains 33676 members 
Mstep: Class 8 contains 3902 members 
Mstep: Class 9 contains 7295 members 
Mstep: Class 10 contains 8649 members 
Mstep: Class 11 contains 4835 members 
Mstep: Class 12 contains 21835 members 
Mstep: Class 13 contains 14913 members 
Mstep: Class 14 contains 11261 members 
Mstep: Class 15 contains 1635 members 
Mstep: Class 16 contains 3800 members 
Mstep: Class 17 contains 58861 members 
Mstep: Class 18 contains 35682 members 
Mstep: Class 19 contains 21890 members 
Mstep: Class 20 contains 6678 members 
Mstep: Class 21 contains 19310 members 
Mstep: Class 22 contains 1015 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35657 members 
Mstep: Class 25 contains 13707 members 
Mstep: Class 26 contains 5788 members 
Mstep: Class 27 contains 48866 members 
Mstep: Class 28 contains 11179 members 
Mstep: Class 29 contains 66352 members 
Mstep: Class 30 contains 409 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 13235 members 
Mstep: Class 33 contains 1161 members 
Mstep: Class 34 contains 1100 members 
Mstep: Class 35 contains 521 members 
Mstep: Class 36 contains 59279 members 
Mstep: Class 37 contains 686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80975008.000000 Penalty: 73832.367188
Iteration 108Q: 38 clusters Score -8.097501e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 50719 members 
Mstep: Class 2 contains 11772 members 
Mstep: Class 3 contains 1793 members 
Mstep: Class 4 contains 40666 members 
Mstep: Class 5 contains 10079 members 
Mstep: Class 6 contains 38137 members 
Mstep: Class 7 contains 33683 members 
Mstep: Class 8 contains 3902 members 
Mstep: Class 9 contains 7299 members 
Mstep: Class 10 contains 8652 members 
Mstep: Class 11 contains 4836 members 
Mstep: Class 12 contains 21836 members 
Mstep: Class 13 contains 14912 members 
Mstep: Class 14 contains 11262 members 
Mstep: Class 15 contains 1635 members 
Mstep: Class 16 contains 3799 members 
Mstep: Class 17 contains 58536 members 
Mstep: Class 18 contains 35681 members 
Mstep: Class 19 contains 21890 members 
Mstep: Class 20 contains 6693 members 
Mstep: Class 21 contains 19316 members 
Mstep: Class 22 contains 1015 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35659 members 
Mstep: Class 25 contains 13718 members 
Mstep: Class 26 contains 5788 members 
Mstep: Class 27 contains 48904 members 
Mstep: Class 28 contains 11179 members 
Mstep: Class 29 contains 66250 members 
Mstep: Class 30 contains 409 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 13236 members 
Mstep: Class 33 contains 1162 members 
Mstep: Class 34 contains 1100 members 
Mstep: Class 35 contains 521 members 
Mstep: Class 36 contains 59655 members 
Mstep: Class 37 contains 686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80975288.000000 Penalty: 73832.367188
Iteration 109Q: 38 clusters Score -8.097529e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 50710 members 
Mstep: Class 2 contains 11772 members 
Mstep: Class 3 contains 1793 members 
Mstep: Class 4 contains 40645 members 
Mstep: Class 5 contains 10077 members 
Mstep: Class 6 contains 38133 members 
Mstep: Class 7 contains 33687 members 
Mstep: Class 8 contains 3902 members 
Mstep: Class 9 contains 7299 members 
Mstep: Class 10 contains 8651 members 
Mstep: Class 11 contains 4837 members 
Mstep: Class 12 contains 21835 members 
Mstep: Class 13 contains 14908 members 
Mstep: Class 14 contains 11269 members 
Mstep: Class 15 contains 1635 members 
Mstep: Class 16 contains 3798 members 
Mstep: Class 17 contains 58207 members 
Mstep: Class 18 contains 35679 members 
Mstep: Class 19 contains 21890 members 
Mstep: Class 20 contains 6713 members 
Mstep: Class 21 contains 19320 members 
Mstep: Class 22 contains 1015 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35662 members 
Mstep: Class 25 contains 13725 members 
Mstep: Class 26 contains 5789 members 
Mstep: Class 27 contains 48976 members 
Mstep: Class 28 contains 11179 members 
Mstep: Class 29 contains 66153 members 
Mstep: Class 30 contains 409 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 13239 members 
Mstep: Class 33 contains 1161 members 
Mstep: Class 34 contains 1100 members 
Mstep: Class 35 contains 521 members 
Mstep: Class 36 contains 60005 members 
Mstep: Class 37 contains 686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80975512.000000 Penalty: 73832.367188
Iteration 110Q: 38 clusters Score -8.097551e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 50702 members 
Mstep: Class 2 contains 11772 members 
Mstep: Class 3 contains 1793 members 
Mstep: Class 4 contains 40622 members 
Mstep: Class 5 contains 10080 members 
Mstep: Class 6 contains 38129 members 
Mstep: Class 7 contains 33689 members 
Mstep: Class 8 contains 3902 members 
Mstep: Class 9 contains 7300 members 
Mstep: Class 10 contains 8650 members 
Mstep: Class 11 contains 4839 members 
Mstep: Class 12 contains 21835 members 
Mstep: Class 13 contains 14905 members 
Mstep: Class 14 contains 11277 members 
Mstep: Class 15 contains 1635 members 
Mstep: Class 16 contains 3798 members 
Mstep: Class 17 contains 57947 members 
Mstep: Class 18 contains 35677 members 
Mstep: Class 19 contains 21889 members 
Mstep: Class 20 contains 6724 members 
Mstep: Class 21 contains 19317 members 
Mstep: Class 22 contains 1015 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35665 members 
Mstep: Class 25 contains 13736 members 
Mstep: Class 26 contains 5789 members 
Mstep: Class 27 contains 49029 members 
Mstep: Class 28 contains 11178 members 
Mstep: Class 29 contains 66038 members 
Mstep: Class 30 contains 409 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 13240 members 
Mstep: Class 33 contains 1160 members 
Mstep: Class 34 contains 1100 members 
Mstep: Class 35 contains 521 members 
Mstep: Class 36 contains 60332 members 
Mstep: Class 37 contains 686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80975520.000000 Penalty: 73832.367188
Iteration 111Q: 38 clusters Score -8.097552e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 50696 members 
Mstep: Class 2 contains 11772 members 
Mstep: Class 3 contains 1793 members 
Mstep: Class 4 contains 40626 members 
Mstep: Class 5 contains 10082 members 
Mstep: Class 6 contains 38124 members 
Mstep: Class 7 contains 33687 members 
Mstep: Class 8 contains 3902 members 
Mstep: Class 9 contains 7302 members 
Mstep: Class 10 contains 8649 members 
Mstep: Class 11 contains 4839 members 
Mstep: Class 12 contains 21836 members 
Mstep: Class 13 contains 14902 members 
Mstep: Class 14 contains 11286 members 
Mstep: Class 15 contains 1635 members 
Mstep: Class 16 contains 3798 members 
Mstep: Class 17 contains 57693 members 
Mstep: Class 18 contains 35674 members 
Mstep: Class 19 contains 21889 members 
Mstep: Class 20 contains 6728 members 
Mstep: Class 21 contains 19315 members 
Mstep: Class 22 contains 1015 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35665 members 
Mstep: Class 25 contains 13747 members 
Mstep: Class 26 contains 5789 members 
Mstep: Class 27 contains 49056 members 
Mstep: Class 28 contains 11175 members 
Mstep: Class 29 contains 65920 members 
Mstep: Class 30 contains 409 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 13241 members 
Mstep: Class 33 contains 1160 members 
Mstep: Class 34 contains 1100 members 
Mstep: Class 35 contains 521 members 
Mstep: Class 36 contains 60668 members 
Mstep: Class 37 contains 686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80975408.000000 Penalty: 73832.367188
Iteration 112Q: 38 clusters Score -8.097541e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 50689 members 
Mstep: Class 2 contains 11773 members 
Mstep: Class 3 contains 1793 members 
Mstep: Class 4 contains 40624 members 
Mstep: Class 5 contains 10085 members 
Mstep: Class 6 contains 38123 members 
Mstep: Class 7 contains 33689 members 
Mstep: Class 8 contains 3902 members 
Mstep: Class 9 contains 7302 members 
Mstep: Class 10 contains 8649 members 
Mstep: Class 11 contains 4839 members 
Mstep: Class 12 contains 21836 members 
Mstep: Class 13 contains 14901 members 
Mstep: Class 14 contains 11287 members 
Mstep: Class 15 contains 1635 members 
Mstep: Class 16 contains 3798 members 
Mstep: Class 17 contains 57478 members 
Mstep: Class 18 contains 35673 members 
Mstep: Class 19 contains 21890 members 
Mstep: Class 20 contains 6738 members 
Mstep: Class 21 contains 19312 members 
Mstep: Class 22 contains 1015 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35664 members 
Mstep: Class 25 contains 13747 members 
Mstep: Class 26 contains 5790 members 
Mstep: Class 27 contains 49078 members 
Mstep: Class 28 contains 11174 members 
Mstep: Class 29 contains 65799 members 
Mstep: Class 30 contains 409 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 13241 members 
Mstep: Class 33 contains 1161 members 
Mstep: Class 34 contains 1100 members 
Mstep: Class 35 contains 521 members 
Mstep: Class 36 contains 60979 members 
Mstep: Class 37 contains 686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80975688.000000 Penalty: 73832.367188
Iteration 113Q: 38 clusters Score -8.097569e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 50678 members 
Mstep: Class 2 contains 11772 members 
Mstep: Class 3 contains 1793 members 
Mstep: Class 4 contains 40615 members 
Mstep: Class 5 contains 10083 members 
Mstep: Class 6 contains 38122 members 
Mstep: Class 7 contains 33684 members 
Mstep: Class 8 contains 3902 members 
Mstep: Class 9 contains 7301 members 
Mstep: Class 10 contains 8645 members 
Mstep: Class 11 contains 4839 members 
Mstep: Class 12 contains 21836 members 
Mstep: Class 13 contains 14897 members 
Mstep: Class 14 contains 11299 members 
Mstep: Class 15 contains 1635 members 
Mstep: Class 16 contains 3797 members 
Mstep: Class 17 contains 57275 members 
Mstep: Class 18 contains 35671 members 
Mstep: Class 19 contains 21892 members 
Mstep: Class 20 contains 6749 members 
Mstep: Class 21 contains 19314 members 
Mstep: Class 22 contains 1015 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35668 members 
Mstep: Class 25 contains 13749 members 
Mstep: Class 26 contains 5792 members 
Mstep: Class 27 contains 49087 members 
Mstep: Class 28 contains 11170 members 
Mstep: Class 29 contains 65689 members 
Mstep: Class 30 contains 409 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 13241 members 
Mstep: Class 33 contains 1161 members 
Mstep: Class 34 contains 1100 members 
Mstep: Class 35 contains 521 members 
Mstep: Class 36 contains 61293 members 
Mstep: Class 37 contains 686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80975752.000000 Penalty: 73832.367188
Iteration 114Q: 38 clusters Score -8.097575e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 50667 members 
Mstep: Class 2 contains 11771 members 
Mstep: Class 3 contains 1793 members 
Mstep: Class 4 contains 40613 members 
Mstep: Class 5 contains 10082 members 
Mstep: Class 6 contains 38124 members 
Mstep: Class 7 contains 33682 members 
Mstep: Class 8 contains 3902 members 
Mstep: Class 9 contains 7299 members 
Mstep: Class 10 contains 8642 members 
Mstep: Class 11 contains 4839 members 
Mstep: Class 12 contains 21836 members 
Mstep: Class 13 contains 14894 members 
Mstep: Class 14 contains 11315 members 
Mstep: Class 15 contains 1635 members 
Mstep: Class 16 contains 3797 members 
Mstep: Class 17 contains 57015 members 
Mstep: Class 18 contains 35670 members 
Mstep: Class 19 contains 21891 members 
Mstep: Class 20 contains 6759 members 
Mstep: Class 21 contains 19313 members 
Mstep: Class 22 contains 1015 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35670 members 
Mstep: Class 25 contains 13751 members 
Mstep: Class 26 contains 5793 members 
Mstep: Class 27 contains 49090 members 
Mstep: Class 28 contains 11167 members 
Mstep: Class 29 contains 65634 members 
Mstep: Class 30 contains 409 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 13243 members 
Mstep: Class 33 contains 1161 members 
Mstep: Class 34 contains 1100 members 
Mstep: Class 35 contains 521 members 
Mstep: Class 36 contains 61601 members 
Mstep: Class 37 contains 686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80975768.000000 Penalty: 73832.367188
Iteration 115Q: 38 clusters Score -8.097577e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 50656 members 
Mstep: Class 2 contains 11769 members 
Mstep: Class 3 contains 1793 members 
Mstep: Class 4 contains 40602 members 
Mstep: Class 5 contains 10081 members 
Mstep: Class 6 contains 38127 members 
Mstep: Class 7 contains 33675 members 
Mstep: Class 8 contains 3902 members 
Mstep: Class 9 contains 7296 members 
Mstep: Class 10 contains 8640 members 
Mstep: Class 11 contains 4838 members 
Mstep: Class 12 contains 21835 members 
Mstep: Class 13 contains 14892 members 
Mstep: Class 14 contains 11329 members 
Mstep: Class 15 contains 1635 members 
Mstep: Class 16 contains 3797 members 
Mstep: Class 17 contains 56773 members 
Mstep: Class 18 contains 35670 members 
Mstep: Class 19 contains 21891 members 
Mstep: Class 20 contains 6774 members 
Mstep: Class 21 contains 19315 members 
Mstep: Class 22 contains 1015 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35670 members 
Mstep: Class 25 contains 13759 members 
Mstep: Class 26 contains 5795 members 
Mstep: Class 27 contains 49156 members 
Mstep: Class 28 contains 11164 members 
Mstep: Class 29 contains 65551 members 
Mstep: Class 30 contains 409 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 13247 members 
Mstep: Class 33 contains 1162 members 
Mstep: Class 34 contains 1100 members 
Mstep: Class 35 contains 521 members 
Mstep: Class 36 contains 61855 members 
Mstep: Class 37 contains 686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80975984.000000 Penalty: 73832.367188
Iteration 116Q: 38 clusters Score -8.097598e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 50642 members 
Mstep: Class 2 contains 11765 members 
Mstep: Class 3 contains 1793 members 
Mstep: Class 4 contains 40595 members 
Mstep: Class 5 contains 10079 members 
Mstep: Class 6 contains 38125 members 
Mstep: Class 7 contains 33673 members 
Mstep: Class 8 contains 3902 members 
Mstep: Class 9 contains 7294 members 
Mstep: Class 10 contains 8640 members 
Mstep: Class 11 contains 4839 members 
Mstep: Class 12 contains 21834 members 
Mstep: Class 13 contains 14892 members 
Mstep: Class 14 contains 11346 members 
Mstep: Class 15 contains 1635 members 
Mstep: Class 16 contains 3797 members 
Mstep: Class 17 contains 56526 members 
Mstep: Class 18 contains 35671 members 
Mstep: Class 19 contains 21891 members 
Mstep: Class 20 contains 6784 members 
Mstep: Class 21 contains 19318 members 
Mstep: Class 22 contains 1015 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35665 members 
Mstep: Class 25 contains 13774 members 
Mstep: Class 26 contains 5796 members 
Mstep: Class 27 contains 49230 members 
Mstep: Class 28 contains 11159 members 
Mstep: Class 29 contains 65486 members 
Mstep: Class 30 contains 409 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 13249 members 
Mstep: Class 33 contains 1163 members 
Mstep: Class 34 contains 1100 members 
Mstep: Class 35 contains 521 members 
Mstep: Class 36 contains 62086 members 
Mstep: Class 37 contains 686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80975848.000000 Penalty: 73832.367188
Iteration 117Q: 38 clusters Score -8.097585e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 50630 members 
Mstep: Class 2 contains 11764 members 
Mstep: Class 3 contains 1793 members 
Mstep: Class 4 contains 40582 members 
Mstep: Class 5 contains 10078 members 
Mstep: Class 6 contains 38124 members 
Mstep: Class 7 contains 33674 members 
Mstep: Class 8 contains 3902 members 
Mstep: Class 9 contains 7289 members 
Mstep: Class 10 contains 8642 members 
Mstep: Class 11 contains 4839 members 
Mstep: Class 12 contains 21834 members 
Mstep: Class 13 contains 14892 members 
Mstep: Class 14 contains 11356 members 
Mstep: Class 15 contains 1636 members 
Mstep: Class 16 contains 3797 members 
Mstep: Class 17 contains 56305 members 
Mstep: Class 18 contains 35670 members 
Mstep: Class 19 contains 21891 members 
Mstep: Class 20 contains 6794 members 
Mstep: Class 21 contains 19322 members 
Mstep: Class 22 contains 1015 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35663 members 
Mstep: Class 25 contains 13779 members 
Mstep: Class 26 contains 5796 members 
Mstep: Class 27 contains 49294 members 
Mstep: Class 28 contains 11156 members 
Mstep: Class 29 contains 65419 members 
Mstep: Class 30 contains 409 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 13252 members 
Mstep: Class 33 contains 1163 members 
Mstep: Class 34 contains 1100 members 
Mstep: Class 35 contains 521 members 
Mstep: Class 36 contains 62313 members 
Mstep: Class 37 contains 686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80976040.000000 Penalty: 73832.367188
Iteration 118Q: 38 clusters Score -8.097604e+07 nChanged 719
Entering ConstructFrom: 
Score: -80976040.000000 Penalty: 73832.367188
Entering ConstructFrom: 
Trying to split cluster 1 (50626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50626 members 
Entering Unmasked Estep 
Score: -6321923.000000 Penalty: 1611.834351
	Iteration 0F: 2 clusters Score -6321923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25208 members 
Mstep: Class 2 contains 25418 members 
Entering Unmasked Estep 
Score: -6289730.000000 Penalty: 3223.668701
	Iteration 0F: 3 clusters Score -6289730 nChanged 23350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24014 members 
Mstep: Class 2 contains 26612 members 
Entering Unmasked Estep 
Score: -6302749.000000 Penalty: 3223.668701
	Iteration 1F: 3 clusters Score -6302749 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 27316 members 
Entering Unmasked Estep 
Score: -6303489.500000 Penalty: 3223.668701
	Iteration 2Q: 3 clusters Score -6303490 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 28316 members 
Entering Unmasked Estep 
Score: -6304183.500000 Penalty: 3223.668701
	Iteration 3Q: 3 clusters Score -6304184 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 29582 members 
Entering Unmasked Estep 
Score: -6304995.000000 Penalty: 3223.668701
	Iteration 4Q: 3 clusters Score -6304995 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 31234 members 
Entering Unmasked Estep 
Score: -6306154.000000 Penalty: 3223.668701
	Iteration 5Q: 3 clusters Score -6306154 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 33335 members 
Entering Unmasked Estep 
Score: -6307825.000000 Penalty: 3223.668701
	Iteration 6F: 3 clusters Score -6307825 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 35653 members 
Entering Unmasked Estep 
Score: -6309794.000000 Penalty: 3223.668701
	Iteration 7F: 3 clusters Score -6309794 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 38067 members 
Entering Unmasked Estep 
Score: -6311927.500000 Penalty: 3223.668701
	Iteration 8F: 3 clusters Score -6311928 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 40349 members 
Entering Unmasked Estep 
Score: -6313972.500000 Penalty: 3223.668701
	Iteration 9F: 3 clusters Score -6313972 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 42393 members 
Entering Unmasked Estep 
Score: -6315985.000000 Penalty: 3223.668701
	Iteration 10Q: 3 clusters Score -6315985 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 43947 members 
Entering Unmasked Estep 
Score: -6317863.000000 Penalty: 3223.668701
	Iteration 11Q: 3 clusters Score -6317863 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 44803 members 
Entering Unmasked Estep 
Score: -6319816.000000 Penalty: 3223.668701
	Iteration 12Q: 3 clusters Score -6319816 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 44983 members 
Entering Unmasked Estep 
Score: -6321167.000000 Penalty: 3223.668701
	Iteration 13Q: 3 clusters Score -6321167 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 44791 members 
Entering Unmasked Estep 
Score: -6321612.500000 Penalty: 3223.668701
	Iteration 14Q: 3 clusters Score -6321612 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 44553 members 
Entering Unmasked Estep 
Score: -6321831.500000 Penalty: 3223.668701
	Iteration 15Q: 3 clusters Score -6321832 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 44297 members 
Entering Unmasked Estep 
Score: -6321971.500000 Penalty: 3223.668701
	Iteration 16Q: 3 clusters Score -6321972 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 44031 members 
Entering Unmasked Estep 
Score: -6322103.000000 Penalty: 3223.668701
	Iteration 17Q: 3 clusters Score -6322103 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 43777 members 
Entering Unmasked Estep 
Score: -6322168.500000 Penalty: 3223.668701
	Iteration 18Q: 3 clusters Score -6322168 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 43532 members 
Entering Unmasked Estep 
Score: -6322254.000000 Penalty: 3223.668701
	Iteration 19Q: 3 clusters Score -6322254 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 43301 members 
Entering Unmasked Estep 
Score: -6322327.500000 Penalty: 3223.668701
	Iteration 20F: 3 clusters Score -6322328 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 43060 members 
Entering Unmasked Estep 
Score: -6322411.000000 Penalty: 3223.668701
	Iteration 21Q: 3 clusters Score -6322411 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 42832 members 
Entering Unmasked Estep 
Score: -6322452.000000 Penalty: 3223.668701
	Iteration 22Q: 3 clusters Score -6322452 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 42604 members 
Entering Unmasked Estep 
Score: -6322558.500000 Penalty: 3223.668701
	Iteration 23Q: 3 clusters Score -6322558 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 42366 members 
Entering Unmasked Estep 
Score: -6322629.500000 Penalty: 3223.668701
	Iteration 24Q: 3 clusters Score -6322630 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 42099 members 
Entering Unmasked Estep 
Score: -6322710.000000 Penalty: 3223.668701
	Iteration 25Q: 3 clusters Score -6322710 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 41811 members 
Entering Unmasked Estep 
Score: -6322799.500000 Penalty: 3223.668701
	Iteration 26Q: 3 clusters Score -6322800 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 41426 members 
Entering Unmasked Estep 
Score: -6322970.000000 Penalty: 3223.668701
	Iteration 27Q: 3 clusters Score -6322970 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 40934 members 
Entering Unmasked Estep 
Score: -6323236.000000 Penalty: 3223.668701
	Iteration 28Q: 3 clusters Score -6323236 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 40332 members 
Entering Unmasked Estep 
Score: -6323622.500000 Penalty: 3223.668701
	Iteration 29Q: 3 clusters Score -6323622 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 39620 members 
Entering Unmasked Estep 
Score: -6324132.000000 Penalty: 3223.668701
	Iteration 30Q: 3 clusters Score -6324132 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 38789 members 
Entering Unmasked Estep 
Score: -6324734.500000 Penalty: 3223.668701
	Iteration 31Q: 3 clusters Score -6324734 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 37955 members 
Entering Unmasked Estep 
Score: -6325328.000000 Penalty: 3223.668701
	Iteration 32Q: 3 clusters Score -6325328 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 37193 members 
Entering Unmasked Estep 
Score: -6325764.000000 Penalty: 3223.668701
	Iteration 33Q: 3 clusters Score -6325764 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 36565 members 
Entering Unmasked Estep 
Score: -6326088.500000 Penalty: 3223.668701
	Iteration 34Q: 3 clusters Score -6326088 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 36067 members 
Entering Unmasked Estep 
Score: -6326310.500000 Penalty: 3223.668701
	Iteration 35Q: 3 clusters Score -6326310 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 35692 members 
Entering Unmasked Estep 
Score: -6326471.000000 Penalty: 3223.668701
	Iteration 36Q: 3 clusters Score -6326471 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 35437 members 
Entering Unmasked Estep 
Score: -6326510.500000 Penalty: 3223.668701
	Iteration 37Q: 3 clusters Score -6326510 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 35285 members 
Entering Unmasked Estep 
Score: -6326556.000000 Penalty: 3223.668701
	Iteration 38Q: 3 clusters Score -6326556 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 35177 members 
Entering Unmasked Estep 
Score: -6326569.500000 Penalty: 3223.668701
	Iteration 39Q: 3 clusters Score -6326570 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 35090 members 
Entering Unmasked Estep 
Score: -6326900.500000 Penalty: 3223.668701
	Iteration 40F: 3 clusters Score -6326900 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 34644 members 
Entering Unmasked Estep 
Score: -6327219.000000 Penalty: 3223.668701
	Iteration 41Q: 3 clusters Score -6327219 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 34315 members 
Entering Unmasked Estep 
Score: -6327345.500000 Penalty: 3223.668701
	Iteration 42Q: 3 clusters Score -6327346 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 34043 members 
Entering Unmasked Estep 
Score: -6327431.500000 Penalty: 3223.668701
	Iteration 43Q: 3 clusters Score -6327432 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 33850 members 
Entering Unmasked Estep 
Score: -6327457.500000 Penalty: 3223.668701
	Iteration 44Q: 3 clusters Score -6327458 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 33709 members 
Entering Unmasked Estep 
Score: -6327472.500000 Penalty: 3223.668701
	Iteration 45Q: 3 clusters Score -6327472 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 33608 members 
Entering Unmasked Estep 
Score: -6327497.500000 Penalty: 3223.668701
	Iteration 46Q: 3 clusters Score -6327498 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 33521 members 
Entering Unmasked Estep 
Score: -6327510.500000 Penalty: 3223.668701
	Iteration 47Q: 3 clusters Score -6327510 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 33456 members 
Entering Unmasked Estep 
Score: -6327501.000000 Penalty: 3223.668701
	Iteration 48Q: 3 clusters Score -6327501 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 33410 members 
Entering Unmasked Estep 
Score: -6327491.500000 Penalty: 3223.668701
	Iteration 49Q: 3 clusters Score -6327492 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 33377 members 
Entering Unmasked Estep 
Score: -6327506.000000 Penalty: 3223.668701
	Iteration 50Q: 3 clusters Score -6327506 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 33354 members 
Entering Unmasked Estep 
Score: -6327506.500000 Penalty: 3223.668701
	Iteration 51Q: 3 clusters Score -6327506 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 33326 members 
Entering Unmasked Estep 
Score: -6327515.000000 Penalty: 3223.668701
	Iteration 52Q: 3 clusters Score -6327515 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 33303 members 
Entering Unmasked Estep 
Score: -6327501.000000 Penalty: 3223.668701
	Iteration 53Q: 3 clusters Score -6327501 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 33282 members 
Entering Unmasked Estep 
Score: -6327496.500000 Penalty: 3223.668701
	Iteration 54Q: 3 clusters Score -6327496 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 33264 members 
Entering Unmasked Estep 
Score: -6327493.500000 Penalty: 3223.668701
	Iteration 55Q: 3 clusters Score -6327494 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 33242 members 
Entering Unmasked Estep 
Score: -6327500.500000 Penalty: 3223.668701
	Iteration 56Q: 3 clusters Score -6327500 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 33223 members 
Entering Unmasked Estep 
Score: -6327496.500000 Penalty: 3223.668701
	Iteration 57Q: 3 clusters Score -6327496 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 33204 members 
Entering Unmasked Estep 
Score: -6327488.000000 Penalty: 3223.668701
	Iteration 58Q: 3 clusters Score -6327488 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 33184 members 
Entering Unmasked Estep 
Score: -6327492.500000 Penalty: 3223.668701
	Iteration 59Q: 3 clusters Score -6327492 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 33164 members 
Entering Unmasked Estep 
Score: -6327506.500000 Penalty: 3223.668701
	Iteration 60F: 3 clusters Score -6327506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 33154 members 
Entering Unmasked Estep 
Score: -6327505.000000 Penalty: 3223.668701
	Iteration 61Q: 3 clusters Score -6327505 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 33139 members 
Entering Unmasked Estep 
Score: -6327497.500000 Penalty: 3223.668701
	Iteration 62Q: 3 clusters Score -6327498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 33127 members 
Entering Unmasked Estep 
Score: -6327506.000000 Penalty: 3223.668701
	Iteration 63Q: 3 clusters Score -6327506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 33120 members 
Entering Unmasked Estep 
Score: -6327512.000000 Penalty: 3223.668701
	Iteration 64Q: 3 clusters Score -6327512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 33114 members 
Entering Unmasked Estep 
Score: -6327506.500000 Penalty: 3223.668701
	Iteration 65Q: 3 clusters Score -6327506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 33107 members 
Entering Unmasked Estep 
Score: -6327511.000000 Penalty: 3223.668701
	Iteration 66Q: 3 clusters Score -6327511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 33105 members 
Entering Unmasked Estep 
Score: -6327512.000000 Penalty: 3223.668701
	Iteration 67Q: 3 clusters Score -6327512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 33104 members 
Entering Unmasked Estep 
Score: -6327509.000000 Penalty: 3223.668701
	Iteration 68Q: 3 clusters Score -6327509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 33101 members 
Entering Unmasked Estep 
Score: -6327512.000000 Penalty: 3223.668701
	Iteration 69Q: 3 clusters Score -6327512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 33100 members 
Entering Unmasked Estep 
Score: -6327514.500000 Penalty: 3223.668701
	Iteration 70Q: 3 clusters Score -6327514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 33100 members 
Entering Unmasked Estep 
Score: -6327514.500000 Penalty: 3223.668701
	Iteration 71F: 3 clusters Score -6327514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 11763 members 
Mstep: Class 3 contains 1793 members 
Mstep: Class 4 contains 40586 members 
Mstep: Class 5 contains 10078 members 
Mstep: Class 6 contains 38126 members 
Mstep: Class 7 contains 33675 members 
Mstep: Class 8 contains 3903 members 
Mstep: Class 9 contains 7284 members 
Mstep: Class 10 contains 8641 members 
Mstep: Class 11 contains 4839 members 
Mstep: Class 12 contains 21835 members 
Mstep: Class 13 contains 14891 members 
Mstep: Class 14 contains 11359 members 
Mstep: Class 15 contains 1636 members 
Mstep: Class 16 contains 3796 members 
Mstep: Class 17 contains 56096 members 
Mstep: Class 18 contains 35671 members 
Mstep: Class 19 contains 21890 members 
Mstep: Class 20 contains 6807 members 
Mstep: Class 21 contains 19319 members 
Mstep: Class 22 contains 1015 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35663 members 
Mstep: Class 25 contains 13786 members 
Mstep: Class 26 contains 5796 members 
Mstep: Class 27 contains 49377 members 
Mstep: Class 28 contains 11152 members 
Mstep: Class 29 contains 65351 members 
Mstep: Class 30 contains 409 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 13254 members 
Mstep: Class 33 contains 1164 members 
Mstep: Class 34 contains 1100 members 
Mstep: Class 35 contains 521 members 
Mstep: Class 36 contains 62492 members 
Mstep: Class 37 contains 686 members 
Mstep: Class 38 contains 33100 members 
Entering Unmasked Estep 
Score: -80981488.000000 Penalty: 75827.835938
Splitting cluster 1 changes total score from -80976040.000000 to -80981488.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 2 (11763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Entering Unmasked Estep 
Score: -1479316.000000 Penalty: 1394.659912
	Iteration 0F: 2 clusters Score -1479316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1471555.750000 Penalty: 2789.319824
	Iteration 0F: 3 clusters Score -1471556 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1474070.875000 Penalty: 2789.319824
	Iteration 1F: 3 clusters Score -1474071 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1474332.875000 Penalty: 2789.319824
	Iteration 2F: 3 clusters Score -1474333 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1474520.375000 Penalty: 2789.319824
	Iteration 3Q: 3 clusters Score -1474520 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1474657.250000 Penalty: 2789.319824
	Iteration 4Q: 3 clusters Score -1474657 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1474759.375000 Penalty: 2789.319824
	Iteration 5Q: 3 clusters Score -1474759 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1474843.125000 Penalty: 2789.319824
	Iteration 6Q: 3 clusters Score -1474843 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1474899.375000 Penalty: 2789.319824
	Iteration 7Q: 3 clusters Score -1474899 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1474943.875000 Penalty: 2789.319824
	Iteration 8Q: 3 clusters Score -1474944 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1474971.500000 Penalty: 2789.319824
	Iteration 9Q: 3 clusters Score -1474972 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1475001.625000 Penalty: 2789.319824
	Iteration 10Q: 3 clusters Score -1475002 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1475035.375000 Penalty: 2789.319824
	Iteration 11Q: 3 clusters Score -1475035 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1475066.125000 Penalty: 2789.319824
	Iteration 12Q: 3 clusters Score -1475066 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1475087.750000 Penalty: 2789.319824
	Iteration 13Q: 3 clusters Score -1475088 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1475107.375000 Penalty: 2789.319824
	Iteration 14Q: 3 clusters Score -1475107 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1475123.250000 Penalty: 2789.319824
	Iteration 15Q: 3 clusters Score -1475123 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1475137.750000 Penalty: 2789.319824
	Iteration 16Q: 3 clusters Score -1475138 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1475142.500000 Penalty: 2789.319824
	Iteration 17Q: 3 clusters Score -1475142 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1475156.625000 Penalty: 2789.319824
	Iteration 18Q: 3 clusters Score -1475157 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1475161.625000 Penalty: 2789.319824
	Iteration 19Q: 3 clusters Score -1475162 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1475167.875000 Penalty: 2789.319824
	Iteration 20F: 3 clusters Score -1475168 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1475176.000000 Penalty: 2789.319824
	Iteration 21Q: 3 clusters Score -1475176 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1475183.750000 Penalty: 2789.319824
	Iteration 22Q: 3 clusters Score -1475184 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1475183.125000 Penalty: 2789.319824
	Iteration 23Q: 3 clusters Score -1475183 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1475186.375000 Penalty: 2789.319824
	Iteration 24Q: 3 clusters Score -1475186 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1475187.750000 Penalty: 2789.319824
	Iteration 25Q: 3 clusters Score -1475188 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1475189.125000 Penalty: 2789.319824
	Iteration 26Q: 3 clusters Score -1475189 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1475192.750000 Penalty: 2789.319824
	Iteration 27Q: 3 clusters Score -1475193 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1475193.250000 Penalty: 2789.319824
	Iteration 28Q: 3 clusters Score -1475193 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1475194.625000 Penalty: 2789.319824
	Iteration 29Q: 3 clusters Score -1475195 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1475195.875000 Penalty: 2789.319824
	Iteration 30Q: 3 clusters Score -1475196 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1475197.875000 Penalty: 2789.319824
	Iteration 31Q: 3 clusters Score -1475198 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1475200.750000 Penalty: 2789.319824
	Iteration 32Q: 3 clusters Score -1475201 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1475201.875000 Penalty: 2789.319824
	Iteration 33Q: 3 clusters Score -1475202 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1475206.125000 Penalty: 2789.319824
	Iteration 34Q: 3 clusters Score -1475206 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1475210.250000 Penalty: 2789.319824
	Iteration 35Q: 3 clusters Score -1475210 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1475212.000000 Penalty: 2789.319824
	Iteration 36Q: 3 clusters Score -1475212 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1475218.000000 Penalty: 2789.319824
	Iteration 37Q: 3 clusters Score -1475218 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1475216.875000 Penalty: 2789.319824
	Iteration 38Q: 3 clusters Score -1475217 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1475221.375000 Penalty: 2789.319824
	Iteration 39Q: 3 clusters Score -1475221 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1475223.250000 Penalty: 2789.319824
	Iteration 40F: 3 clusters Score -1475223 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1475225.000000 Penalty: 2789.319824
	Iteration 41Q: 3 clusters Score -1475225 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1475229.375000 Penalty: 2789.319824
	Iteration 42Q: 3 clusters Score -1475229 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1475235.375000 Penalty: 2789.319824
	Iteration 43Q: 3 clusters Score -1475235 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1475239.500000 Penalty: 2789.319824
	Iteration 44Q: 3 clusters Score -1475240 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1475249.250000 Penalty: 2789.319824
	Iteration 45Q: 3 clusters Score -1475249 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1475261.500000 Penalty: 2789.319824
	Iteration 46Q: 3 clusters Score -1475262 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1475269.000000 Penalty: 2789.319824
	Iteration 47Q: 3 clusters Score -1475269 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1475278.375000 Penalty: 2789.319824
	Iteration 48Q: 3 clusters Score -1475278 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1475290.250000 Penalty: 2789.319824
	Iteration 49Q: 3 clusters Score -1475290 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1475297.125000 Penalty: 2789.319824
	Iteration 50Q: 3 clusters Score -1475297 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1475315.500000 Penalty: 2789.319824
	Iteration 51Q: 3 clusters Score -1475316 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1475332.000000 Penalty: 2789.319824
	Iteration 52Q: 3 clusters Score -1475332 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1475347.250000 Penalty: 2789.319824
	Iteration 53Q: 3 clusters Score -1475347 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1475375.625000 Penalty: 2789.319824
	Iteration 54Q: 3 clusters Score -1475376 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1475409.625000 Penalty: 2789.319824
	Iteration 55Q: 3 clusters Score -1475410 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1475439.375000 Penalty: 2789.319824
	Iteration 56Q: 3 clusters Score -1475439 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1475495.625000 Penalty: 2789.319824
	Iteration 57Q: 3 clusters Score -1475496 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1475575.625000 Penalty: 2789.319824
	Iteration 58Q: 3 clusters Score -1475576 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1475679.250000 Penalty: 2789.319824
	Iteration 59Q: 3 clusters Score -1475679 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1475809.375000 Penalty: 2789.319824
	Iteration 60F: 3 clusters Score -1475809 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1475995.750000 Penalty: 2789.319824
	Iteration 61Q: 3 clusters Score -1475996 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1476236.125000 Penalty: 2789.319824
	Iteration 62Q: 3 clusters Score -1476236 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1476530.375000 Penalty: 2789.319824
	Iteration 63Q: 3 clusters Score -1476530 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1476811.625000 Penalty: 2789.319824
	Iteration 64Q: 3 clusters Score -1476812 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1477075.750000 Penalty: 2789.319824
	Iteration 65Q: 3 clusters Score -1477076 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1477360.000000 Penalty: 2789.319824
	Iteration 66Q: 3 clusters Score -1477360 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1477627.125000 Penalty: 2789.319824
	Iteration 67Q: 3 clusters Score -1477627 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1477788.000000 Penalty: 2789.319824
	Iteration 68Q: 3 clusters Score -1477788 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1477913.125000 Penalty: 2789.319824
	Iteration 69Q: 3 clusters Score -1477913 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1477992.000000 Penalty: 2789.319824
	Iteration 70Q: 3 clusters Score -1477992 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1478062.125000 Penalty: 2789.319824
	Iteration 71Q: 3 clusters Score -1478062 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1478107.375000 Penalty: 2789.319824
	Iteration 72Q: 3 clusters Score -1478107 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1478128.500000 Penalty: 2789.319824
	Iteration 73Q: 3 clusters Score -1478128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1478140.375000 Penalty: 2789.319824
	Iteration 74Q: 3 clusters Score -1478140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1478149.375000 Penalty: 2789.319824
	Iteration 75Q: 3 clusters Score -1478149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1478155.000000 Penalty: 2789.319824
	Iteration 76Q: 3 clusters Score -1478155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1478164.000000 Penalty: 2789.319824
	Iteration 77Q: 3 clusters Score -1478164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1478167.750000 Penalty: 2789.319824
	Iteration 78Q: 3 clusters Score -1478168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1478172.750000 Penalty: 2789.319824
	Iteration 79Q: 3 clusters Score -1478173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1478178.375000 Penalty: 2789.319824
	Iteration 80F: 3 clusters Score -1478178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1478181.000000 Penalty: 2789.319824
	Iteration 81Q: 3 clusters Score -1478181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1478185.750000 Penalty: 2789.319824
	Iteration 82Q: 3 clusters Score -1478186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1478189.000000 Penalty: 2789.319824
	Iteration 83Q: 3 clusters Score -1478189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1478189.875000 Penalty: 2789.319824
	Iteration 84Q: 3 clusters Score -1478190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1478193.500000 Penalty: 2789.319824
	Iteration 85Q: 3 clusters Score -1478194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1478195.500000 Penalty: 2789.319824
	Iteration 86Q: 3 clusters Score -1478196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1478199.000000 Penalty: 2789.319824
	Iteration 87Q: 3 clusters Score -1478199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1478203.250000 Penalty: 2789.319824
	Iteration 88Q: 3 clusters Score -1478203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1478207.125000 Penalty: 2789.319824
	Iteration 89Q: 3 clusters Score -1478207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1478207.750000 Penalty: 2789.319824
	Iteration 90Q: 3 clusters Score -1478208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1478207.750000 Penalty: 2789.319824
	Iteration 91F: 3 clusters Score -1478208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Entering Unmasked Estep 
Score: -220572.546875 Penalty: 1114.756836
	Iteration 0F: 2 clusters Score -220572.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -218817.171875 Penalty: 2229.513672
	Iteration 0F: 3 clusters Score -218817.2 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -219269.859375 Penalty: 2229.513672
	Iteration 1F: 3 clusters Score -219269.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -219383.250000 Penalty: 2229.513672
	Iteration 2F: 3 clusters Score -219383.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -219435.265625 Penalty: 2229.513672
	Iteration 3Q: 3 clusters Score -219435.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -219471.812500 Penalty: 2229.513672
	Iteration 4Q: 3 clusters Score -219471.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -219490.656250 Penalty: 2229.513672
	Iteration 5Q: 3 clusters Score -219490.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -219502.796875 Penalty: 2229.513672
	Iteration 6Q: 3 clusters Score -219502.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -219509.421875 Penalty: 2229.513672
	Iteration 7Q: 3 clusters Score -219509.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -219514.000000 Penalty: 2229.513672
	Iteration 8Q: 3 clusters Score -219514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -219521.015625 Penalty: 2229.513672
	Iteration 9Q: 3 clusters Score -219521 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -219533.734375 Penalty: 2229.513672
	Iteration 10Q: 3 clusters Score -219533.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -219544.625000 Penalty: 2229.513672
	Iteration 11Q: 3 clusters Score -219544.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -219554.234375 Penalty: 2229.513672
	Iteration 12Q: 3 clusters Score -219554.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -219559.765625 Penalty: 2229.513672
	Iteration 13Q: 3 clusters Score -219559.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -219564.437500 Penalty: 2229.513672
	Iteration 14Q: 3 clusters Score -219564.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -219570.562500 Penalty: 2229.513672
	Iteration 15Q: 3 clusters Score -219570.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -219574.093750 Penalty: 2229.513672
	Iteration 16Q: 3 clusters Score -219574.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -219575.609375 Penalty: 2229.513672
	Iteration 17Q: 3 clusters Score -219575.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -219575.625000 Penalty: 2229.513672
	Iteration 18Q: 3 clusters Score -219575.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -219577.531250 Penalty: 2229.513672
	Iteration 19Q: 3 clusters Score -219577.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -219578.906250 Penalty: 2229.513672
	Iteration 20F: 3 clusters Score -219578.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -219580.109375 Penalty: 2229.513672
	Iteration 21Q: 3 clusters Score -219580.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -219582.078125 Penalty: 2229.513672
	Iteration 22Q: 3 clusters Score -219582.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -219584.843750 Penalty: 2229.513672
	Iteration 23Q: 3 clusters Score -219584.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -219587.015625 Penalty: 2229.513672
	Iteration 24Q: 3 clusters Score -219587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -219588.890625 Penalty: 2229.513672
	Iteration 25Q: 3 clusters Score -219588.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -219590.046875 Penalty: 2229.513672
	Iteration 26Q: 3 clusters Score -219590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -219591.687500 Penalty: 2229.513672
	Iteration 27Q: 3 clusters Score -219591.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -219593.406250 Penalty: 2229.513672
	Iteration 28Q: 3 clusters Score -219593.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -219597.421875 Penalty: 2229.513672
	Iteration 29Q: 3 clusters Score -219597.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -219599.578125 Penalty: 2229.513672
	Iteration 30Q: 3 clusters Score -219599.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -219603.203125 Penalty: 2229.513672
	Iteration 31Q: 3 clusters Score -219603.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -219605.171875 Penalty: 2229.513672
	Iteration 32Q: 3 clusters Score -219605.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -219606.281250 Penalty: 2229.513672
	Iteration 33Q: 3 clusters Score -219606.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -219606.796875 Penalty: 2229.513672
	Iteration 34Q: 3 clusters Score -219606.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -219608.046875 Penalty: 2229.513672
	Iteration 35Q: 3 clusters Score -219608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -219608.703125 Penalty: 2229.513672
	Iteration 36Q: 3 clusters Score -219608.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -219611.984375 Penalty: 2229.513672
	Iteration 37Q: 3 clusters Score -219612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -219613.609375 Penalty: 2229.513672
	Iteration 38Q: 3 clusters Score -219613.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -219615.218750 Penalty: 2229.513672
	Iteration 39Q: 3 clusters Score -219615.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -219617.906250 Penalty: 2229.513672
	Iteration 40F: 3 clusters Score -219617.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -219620.843750 Penalty: 2229.513672
	Iteration 41Q: 3 clusters Score -219620.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -219622.500000 Penalty: 2229.513672
	Iteration 42Q: 3 clusters Score -219622.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -219623.218750 Penalty: 2229.513672
	Iteration 43Q: 3 clusters Score -219623.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -219624.640625 Penalty: 2229.513672
	Iteration 44Q: 3 clusters Score -219624.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -219625.406250 Penalty: 2229.513672
	Iteration 45Q: 3 clusters Score -219625.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -219627.843750 Penalty: 2229.513672
	Iteration 46Q: 3 clusters Score -219627.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -219629.515625 Penalty: 2229.513672
	Iteration 47Q: 3 clusters Score -219629.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -219629.515625 Penalty: 2229.513672
	Iteration 48F: 3 clusters Score -219629.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (40586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40586 members 
Entering Unmasked Estep 
Score: -4943320.000000 Penalty: 1578.943359
	Iteration 0F: 2 clusters Score -4943320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -4917024.000000 Penalty: 3157.886719
	Iteration 0F: 3 clusters Score -4917024 nChanged 18593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -4927213.000000 Penalty: 3157.886719
	Iteration 1F: 3 clusters Score -4927213 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 21938 members 
Entering Unmasked Estep 
Score: -4927870.000000 Penalty: 3157.886719
	Iteration 2Q: 3 clusters Score -4927870 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 22739 members 
Entering Unmasked Estep 
Score: -4928651.500000 Penalty: 3157.886719
	Iteration 3Q: 3 clusters Score -4928652 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 23858 members 
Entering Unmasked Estep 
Score: -4929630.000000 Penalty: 3157.886719
	Iteration 4Q: 3 clusters Score -4929630 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 25325 members 
Entering Unmasked Estep 
Score: -4930891.500000 Penalty: 3157.886719
	Iteration 5F: 3 clusters Score -4930892 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 27047 members 
Entering Unmasked Estep 
Score: -4932537.500000 Penalty: 3157.886719
	Iteration 6F: 3 clusters Score -4932538 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 28966 members 
Entering Unmasked Estep 
Score: -4934476.000000 Penalty: 3157.886719
	Iteration 7F: 3 clusters Score -4934476 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 30870 members 
Entering Unmasked Estep 
Score: -4936353.000000 Penalty: 3157.886719
	Iteration 8F: 3 clusters Score -4936353 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 32443 members 
Entering Unmasked Estep 
Score: -4937994.500000 Penalty: 3157.886719
	Iteration 9Q: 3 clusters Score -4937994 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 33682 members 
Entering Unmasked Estep 
Score: -4939285.500000 Penalty: 3157.886719
	Iteration 10Q: 3 clusters Score -4939286 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 34601 members 
Entering Unmasked Estep 
Score: -4940138.500000 Penalty: 3157.886719
	Iteration 11Q: 3 clusters Score -4940138 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 35319 members 
Entering Unmasked Estep 
Score: -4940660.500000 Penalty: 3157.886719
	Iteration 12Q: 3 clusters Score -4940660 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 35883 members 
Entering Unmasked Estep 
Score: -4941020.000000 Penalty: 3157.886719
	Iteration 13Q: 3 clusters Score -4941020 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 36352 members 
Entering Unmasked Estep 
Score: -4941303.000000 Penalty: 3157.886719
	Iteration 14Q: 3 clusters Score -4941303 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 36748 members 
Entering Unmasked Estep 
Score: -4941506.500000 Penalty: 3157.886719
	Iteration 15Q: 3 clusters Score -4941506 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 37063 members 
Entering Unmasked Estep 
Score: -4941671.500000 Penalty: 3157.886719
	Iteration 16Q: 3 clusters Score -4941672 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 37308 members 
Entering Unmasked Estep 
Score: -4941790.500000 Penalty: 3157.886719
	Iteration 17Q: 3 clusters Score -4941790 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 37534 members 
Entering Unmasked Estep 
Score: -4941888.000000 Penalty: 3157.886719
	Iteration 18Q: 3 clusters Score -4941888 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 37707 members 
Entering Unmasked Estep 
Score: -4941999.500000 Penalty: 3157.886719
	Iteration 19Q: 3 clusters Score -4942000 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 37879 members 
Entering Unmasked Estep 
Score: -4942098.000000 Penalty: 3157.886719
	Iteration 20F: 3 clusters Score -4942098 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 38039 members 
Entering Unmasked Estep 
Score: -4942209.000000 Penalty: 3157.886719
	Iteration 21Q: 3 clusters Score -4942209 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 38160 members 
Entering Unmasked Estep 
Score: -4942276.000000 Penalty: 3157.886719
	Iteration 22Q: 3 clusters Score -4942276 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 38271 members 
Entering Unmasked Estep 
Score: -4942313.500000 Penalty: 3157.886719
	Iteration 23Q: 3 clusters Score -4942314 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 38364 members 
Entering Unmasked Estep 
Score: -4942349.500000 Penalty: 3157.886719
	Iteration 24Q: 3 clusters Score -4942350 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 38448 members 
Entering Unmasked Estep 
Score: -4942384.000000 Penalty: 3157.886719
	Iteration 25Q: 3 clusters Score -4942384 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 38492 members 
Entering Unmasked Estep 
Score: -4942404.500000 Penalty: 3157.886719
	Iteration 26Q: 3 clusters Score -4942404 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 38533 members 
Entering Unmasked Estep 
Score: -4942419.500000 Penalty: 3157.886719
	Iteration 27Q: 3 clusters Score -4942420 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 38572 members 
Entering Unmasked Estep 
Score: -4942441.000000 Penalty: 3157.886719
	Iteration 28Q: 3 clusters Score -4942441 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 38608 members 
Entering Unmasked Estep 
Score: -4942440.000000 Penalty: 3157.886719
	Iteration 29Q: 3 clusters Score -4942440 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 38637 members 
Entering Unmasked Estep 
Score: -4942462.000000 Penalty: 3157.886719
	Iteration 30Q: 3 clusters Score -4942462 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 38662 members 
Entering Unmasked Estep 
Score: -4942466.500000 Penalty: 3157.886719
	Iteration 31Q: 3 clusters Score -4942466 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 38679 members 
Entering Unmasked Estep 
Score: -4942464.500000 Penalty: 3157.886719
	Iteration 32Q: 3 clusters Score -4942464 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 38695 members 
Entering Unmasked Estep 
Score: -4942467.000000 Penalty: 3157.886719
	Iteration 33Q: 3 clusters Score -4942467 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 38711 members 
Entering Unmasked Estep 
Score: -4942471.500000 Penalty: 3157.886719
	Iteration 34Q: 3 clusters Score -4942472 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 38726 members 
Entering Unmasked Estep 
Score: -4942488.500000 Penalty: 3157.886719
	Iteration 35Q: 3 clusters Score -4942488 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 38747 members 
Entering Unmasked Estep 
Score: -4942502.000000 Penalty: 3157.886719
	Iteration 36Q: 3 clusters Score -4942502 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 38763 members 
Entering Unmasked Estep 
Score: -4942495.000000 Penalty: 3157.886719
	Iteration 37Q: 3 clusters Score -4942495 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 38772 members 
Entering Unmasked Estep 
Score: -4942504.000000 Penalty: 3157.886719
	Iteration 38Q: 3 clusters Score -4942504 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 38785 members 
Entering Unmasked Estep 
Score: -4942502.000000 Penalty: 3157.886719
	Iteration 39Q: 3 clusters Score -4942502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 38798 members 
Entering Unmasked Estep 
Score: -4942499.500000 Penalty: 3157.886719
	Iteration 40F: 3 clusters Score -4942500 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 38806 members 
Entering Unmasked Estep 
Score: -4942506.500000 Penalty: 3157.886719
	Iteration 41Q: 3 clusters Score -4942506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 38817 members 
Entering Unmasked Estep 
Score: -4942513.000000 Penalty: 3157.886719
	Iteration 42Q: 3 clusters Score -4942513 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 38824 members 
Entering Unmasked Estep 
Score: -4942512.500000 Penalty: 3157.886719
	Iteration 43Q: 3 clusters Score -4942512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 38826 members 
Entering Unmasked Estep 
Score: -4942509.000000 Penalty: 3157.886719
	Iteration 44Q: 3 clusters Score -4942509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 38829 members 
Entering Unmasked Estep 
Score: -4942508.500000 Penalty: 3157.886719
	Iteration 45Q: 3 clusters Score -4942508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 38829 members 
Entering Unmasked Estep 
Score: -4942508.500000 Penalty: 3157.886719
	Iteration 46F: 3 clusters Score -4942508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Entering Unmasked Estep 
Score: -1212228.500000 Penalty: 1371.654785
	Iteration 0F: 2 clusters Score -1212228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1205430.000000 Penalty: 2743.309570
	Iteration 0F: 3 clusters Score -1205430 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1207725.625000 Penalty: 2743.309570
	Iteration 1F: 3 clusters Score -1207726 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1208072.500000 Penalty: 2743.309570
	Iteration 2F: 3 clusters Score -1208072 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1208341.375000 Penalty: 2743.309570
	Iteration 3F: 3 clusters Score -1208341 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1208591.250000 Penalty: 2743.309570
	Iteration 4Q: 3 clusters Score -1208591 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1208794.000000 Penalty: 2743.309570
	Iteration 5Q: 3 clusters Score -1208794 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1208980.250000 Penalty: 2743.309570
	Iteration 6Q: 3 clusters Score -1208980 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1209151.375000 Penalty: 2743.309570
	Iteration 7Q: 3 clusters Score -1209151 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1209306.750000 Penalty: 2743.309570
	Iteration 8Q: 3 clusters Score -1209307 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1209468.125000 Penalty: 2743.309570
	Iteration 9Q: 3 clusters Score -1209468 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1209664.875000 Penalty: 2743.309570
	Iteration 10Q: 3 clusters Score -1209665 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1209909.000000 Penalty: 2743.309570
	Iteration 11Q: 3 clusters Score -1209909 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1210172.125000 Penalty: 2743.309570
	Iteration 12Q: 3 clusters Score -1210172 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1210421.375000 Penalty: 2743.309570
	Iteration 13Q: 3 clusters Score -1210421 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1210663.625000 Penalty: 2743.309570
	Iteration 14Q: 3 clusters Score -1210664 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1210859.000000 Penalty: 2743.309570
	Iteration 15Q: 3 clusters Score -1210859 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1211020.250000 Penalty: 2743.309570
	Iteration 16Q: 3 clusters Score -1211020 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1211146.500000 Penalty: 2743.309570
	Iteration 17Q: 3 clusters Score -1211146 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1211261.500000 Penalty: 2743.309570
	Iteration 18Q: 3 clusters Score -1211262 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1211376.250000 Penalty: 2743.309570
	Iteration 19Q: 3 clusters Score -1211376 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1211453.375000 Penalty: 2743.309570
	Iteration 20F: 3 clusters Score -1211453 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1211513.500000 Penalty: 2743.309570
	Iteration 21Q: 3 clusters Score -1211514 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1211559.625000 Penalty: 2743.309570
	Iteration 22Q: 3 clusters Score -1211560 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1211589.625000 Penalty: 2743.309570
	Iteration 23Q: 3 clusters Score -1211590 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1211612.875000 Penalty: 2743.309570
	Iteration 24Q: 3 clusters Score -1211613 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1211626.375000 Penalty: 2743.309570
	Iteration 25Q: 3 clusters Score -1211626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1211631.625000 Penalty: 2743.309570
	Iteration 26Q: 3 clusters Score -1211632 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1211639.000000 Penalty: 2743.309570
	Iteration 27Q: 3 clusters Score -1211639 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1211644.125000 Penalty: 2743.309570
	Iteration 28Q: 3 clusters Score -1211644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1211651.125000 Penalty: 2743.309570
	Iteration 29Q: 3 clusters Score -1211651 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1211657.250000 Penalty: 2743.309570
	Iteration 30Q: 3 clusters Score -1211657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1211659.875000 Penalty: 2743.309570
	Iteration 31Q: 3 clusters Score -1211660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1211659.750000 Penalty: 2743.309570
	Iteration 32Q: 3 clusters Score -1211660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1211660.000000 Penalty: 2743.309570
	Iteration 33Q: 3 clusters Score -1211660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1211660.875000 Penalty: 2743.309570
	Iteration 34Q: 3 clusters Score -1211661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1211663.000000 Penalty: 2743.309570
	Iteration 35Q: 3 clusters Score -1211663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1211661.875000 Penalty: 2743.309570
	Iteration 36Q: 3 clusters Score -1211662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1211661.875000 Penalty: 2743.309570
	Iteration 37F: 3 clusters Score -1211662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (38126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38126 members 
Entering Unmasked Estep 
Score: -4696675.500000 Penalty: 1569.639404
	Iteration 0F: 2 clusters Score -4696676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -4671833.000000 Penalty: 3139.278809
	Iteration 0F: 3 clusters Score -4671833 nChanged 17389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -4681541.500000 Penalty: 3139.278809
	Iteration 1F: 3 clusters Score -4681542 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -4682097.500000 Penalty: 3139.278809
	Iteration 2Q: 3 clusters Score -4682098 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -4682665.500000 Penalty: 3139.278809
	Iteration 3Q: 3 clusters Score -4682666 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -4683273.500000 Penalty: 3139.278809
	Iteration 4Q: 3 clusters Score -4683274 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21281 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -4684037.000000 Penalty: 3139.278809
	Iteration 5Q: 3 clusters Score -4684037 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22195 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -4684976.500000 Penalty: 3139.278809
	Iteration 6Q: 3 clusters Score -4684976 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23359 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -4686088.500000 Penalty: 3139.278809
	Iteration 7F: 3 clusters Score -4686088 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24670 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -4687310.000000 Penalty: 3139.278809
	Iteration 8F: 3 clusters Score -4687310 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26137 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -4688787.000000 Penalty: 3139.278809
	Iteration 9F: 3 clusters Score -4688787 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27575 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -4690358.500000 Penalty: 3139.278809
	Iteration 10F: 3 clusters Score -4690358 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28717 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -4691702.000000 Penalty: 3139.278809
	Iteration 11Q: 3 clusters Score -4691702 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29631 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -4692787.000000 Penalty: 3139.278809
	Iteration 12Q: 3 clusters Score -4692787 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30254 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -4693383.000000 Penalty: 3139.278809
	Iteration 13Q: 3 clusters Score -4693383 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30738 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -4693679.000000 Penalty: 3139.278809
	Iteration 14Q: 3 clusters Score -4693679 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31167 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -4693898.000000 Penalty: 3139.278809
	Iteration 15Q: 3 clusters Score -4693898 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31485 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -4694014.000000 Penalty: 3139.278809
	Iteration 16Q: 3 clusters Score -4694014 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31772 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -4694099.000000 Penalty: 3139.278809
	Iteration 17Q: 3 clusters Score -4694099 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32027 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -4694163.500000 Penalty: 3139.278809
	Iteration 18Q: 3 clusters Score -4694164 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32286 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -4694275.000000 Penalty: 3139.278809
	Iteration 19Q: 3 clusters Score -4694275 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32562 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -4694345.500000 Penalty: 3139.278809
	Iteration 20F: 3 clusters Score -4694346 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32823 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -4694406.000000 Penalty: 3139.278809
	Iteration 21Q: 3 clusters Score -4694406 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33060 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -4694482.000000 Penalty: 3139.278809
	Iteration 22Q: 3 clusters Score -4694482 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33281 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -4694534.000000 Penalty: 3139.278809
	Iteration 23Q: 3 clusters Score -4694534 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33476 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -4694580.500000 Penalty: 3139.278809
	Iteration 24Q: 3 clusters Score -4694580 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33665 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -4694633.500000 Penalty: 3139.278809
	Iteration 25Q: 3 clusters Score -4694634 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33831 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -4694677.000000 Penalty: 3139.278809
	Iteration 26Q: 3 clusters Score -4694677 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33979 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -4694719.500000 Penalty: 3139.278809
	Iteration 27Q: 3 clusters Score -4694720 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34121 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -4694753.000000 Penalty: 3139.278809
	Iteration 28Q: 3 clusters Score -4694753 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34262 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -4694788.500000 Penalty: 3139.278809
	Iteration 29Q: 3 clusters Score -4694788 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34397 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -4694838.000000 Penalty: 3139.278809
	Iteration 30Q: 3 clusters Score -4694838 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34532 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -4694865.000000 Penalty: 3139.278809
	Iteration 31Q: 3 clusters Score -4694865 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34686 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -4694908.500000 Penalty: 3139.278809
	Iteration 32Q: 3 clusters Score -4694908 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34839 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -4694960.000000 Penalty: 3139.278809
	Iteration 33Q: 3 clusters Score -4694960 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34980 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -4694987.000000 Penalty: 3139.278809
	Iteration 34Q: 3 clusters Score -4694987 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35100 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -4695032.000000 Penalty: 3139.278809
	Iteration 35Q: 3 clusters Score -4695032 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35197 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -4695061.500000 Penalty: 3139.278809
	Iteration 36Q: 3 clusters Score -4695062 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35307 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -4695083.000000 Penalty: 3139.278809
	Iteration 37Q: 3 clusters Score -4695083 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35408 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -4695103.500000 Penalty: 3139.278809
	Iteration 38Q: 3 clusters Score -4695104 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35496 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -4695131.000000 Penalty: 3139.278809
	Iteration 39Q: 3 clusters Score -4695131 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35580 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -4695153.000000 Penalty: 3139.278809
	Iteration 40F: 3 clusters Score -4695153 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35653 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -4695174.500000 Penalty: 3139.278809
	Iteration 41Q: 3 clusters Score -4695174 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35712 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -4695197.500000 Penalty: 3139.278809
	Iteration 42Q: 3 clusters Score -4695198 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35771 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -4695217.000000 Penalty: 3139.278809
	Iteration 43Q: 3 clusters Score -4695217 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35836 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -4695236.500000 Penalty: 3139.278809
	Iteration 44Q: 3 clusters Score -4695236 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35903 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -4695247.000000 Penalty: 3139.278809
	Iteration 45Q: 3 clusters Score -4695247 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35975 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -4695253.000000 Penalty: 3139.278809
	Iteration 46Q: 3 clusters Score -4695253 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36048 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -4695272.500000 Penalty: 3139.278809
	Iteration 47Q: 3 clusters Score -4695272 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36118 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -4695288.500000 Penalty: 3139.278809
	Iteration 48Q: 3 clusters Score -4695288 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36165 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -4695290.500000 Penalty: 3139.278809
	Iteration 49Q: 3 clusters Score -4695290 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36211 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -4695307.000000 Penalty: 3139.278809
	Iteration 50Q: 3 clusters Score -4695307 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36254 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -4695322.000000 Penalty: 3139.278809
	Iteration 51Q: 3 clusters Score -4695322 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36301 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -4695330.000000 Penalty: 3139.278809
	Iteration 52Q: 3 clusters Score -4695330 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36340 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -4695349.000000 Penalty: 3139.278809
	Iteration 53Q: 3 clusters Score -4695349 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36376 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -4695352.000000 Penalty: 3139.278809
	Iteration 54Q: 3 clusters Score -4695352 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36406 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -4695354.000000 Penalty: 3139.278809
	Iteration 55Q: 3 clusters Score -4695354 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36434 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -4695369.000000 Penalty: 3139.278809
	Iteration 56Q: 3 clusters Score -4695369 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36458 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -4695386.500000 Penalty: 3139.278809
	Iteration 57Q: 3 clusters Score -4695386 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36486 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -4695387.000000 Penalty: 3139.278809
	Iteration 58Q: 3 clusters Score -4695387 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36512 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -4695402.500000 Penalty: 3139.278809
	Iteration 59Q: 3 clusters Score -4695402 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36532 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -4695405.500000 Penalty: 3139.278809
	Iteration 60F: 3 clusters Score -4695406 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36553 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -4695421.000000 Penalty: 3139.278809
	Iteration 61Q: 3 clusters Score -4695421 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36576 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -4695414.000000 Penalty: 3139.278809
	Iteration 62Q: 3 clusters Score -4695414 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36597 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -4695422.000000 Penalty: 3139.278809
	Iteration 63Q: 3 clusters Score -4695422 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36611 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -4695424.500000 Penalty: 3139.278809
	Iteration 64Q: 3 clusters Score -4695424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36623 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -4695433.000000 Penalty: 3139.278809
	Iteration 65Q: 3 clusters Score -4695433 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36635 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -4695426.000000 Penalty: 3139.278809
	Iteration 66Q: 3 clusters Score -4695426 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36646 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -4695437.000000 Penalty: 3139.278809
	Iteration 67Q: 3 clusters Score -4695437 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36657 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -4695441.000000 Penalty: 3139.278809
	Iteration 68Q: 3 clusters Score -4695441 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36675 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -4695451.500000 Penalty: 3139.278809
	Iteration 69Q: 3 clusters Score -4695452 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36686 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -4695461.000000 Penalty: 3139.278809
	Iteration 70Q: 3 clusters Score -4695461 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36706 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -4695464.000000 Penalty: 3139.278809
	Iteration 71Q: 3 clusters Score -4695464 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36721 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -4695461.000000 Penalty: 3139.278809
	Iteration 72Q: 3 clusters Score -4695461 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36737 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -4695462.500000 Penalty: 3139.278809
	Iteration 73Q: 3 clusters Score -4695462 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36755 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -4695462.500000 Penalty: 3139.278809
	Iteration 74Q: 3 clusters Score -4695462 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36774 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -4695460.500000 Penalty: 3139.278809
	Iteration 75Q: 3 clusters Score -4695460 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36789 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -4695461.500000 Penalty: 3139.278809
	Iteration 76Q: 3 clusters Score -4695462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36801 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -4695457.500000 Penalty: 3139.278809
	Iteration 77Q: 3 clusters Score -4695458 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36814 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -4695459.000000 Penalty: 3139.278809
	Iteration 78Q: 3 clusters Score -4695459 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36824 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -4695461.000000 Penalty: 3139.278809
	Iteration 79Q: 3 clusters Score -4695461 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36837 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -4695475.500000 Penalty: 3139.278809
	Iteration 80F: 3 clusters Score -4695476 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36853 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -4695479.000000 Penalty: 3139.278809
	Iteration 81Q: 3 clusters Score -4695479 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36866 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -4695483.000000 Penalty: 3139.278809
	Iteration 82Q: 3 clusters Score -4695483 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36880 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -4695482.000000 Penalty: 3139.278809
	Iteration 83Q: 3 clusters Score -4695482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36887 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -4695480.500000 Penalty: 3139.278809
	Iteration 84Q: 3 clusters Score -4695480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36893 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -4695486.500000 Penalty: 3139.278809
	Iteration 85Q: 3 clusters Score -4695486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36899 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -4695494.000000 Penalty: 3139.278809
	Iteration 86Q: 3 clusters Score -4695494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36903 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -4695492.500000 Penalty: 3139.278809
	Iteration 87Q: 3 clusters Score -4695492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36906 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -4695493.500000 Penalty: 3139.278809
	Iteration 88Q: 3 clusters Score -4695494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36913 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -4695487.500000 Penalty: 3139.278809
	Iteration 89Q: 3 clusters Score -4695488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36920 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -4695488.500000 Penalty: 3139.278809
	Iteration 90Q: 3 clusters Score -4695488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36927 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -4695494.500000 Penalty: 3139.278809
	Iteration 91Q: 3 clusters Score -4695494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36929 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -4695497.500000 Penalty: 3139.278809
	Iteration 92Q: 3 clusters Score -4695498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36934 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -4695506.500000 Penalty: 3139.278809
	Iteration 93Q: 3 clusters Score -4695506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36941 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -4695505.500000 Penalty: 3139.278809
	Iteration 94Q: 3 clusters Score -4695506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36949 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -4695503.500000 Penalty: 3139.278809
	Iteration 95Q: 3 clusters Score -4695504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36956 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -4695509.500000 Penalty: 3139.278809
	Iteration 96Q: 3 clusters Score -4695510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36960 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -4695510.000000 Penalty: 3139.278809
	Iteration 97Q: 3 clusters Score -4695510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36964 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -4695504.500000 Penalty: 3139.278809
	Iteration 98Q: 3 clusters Score -4695504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36967 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -4695508.000000 Penalty: 3139.278809
	Iteration 99Q: 3 clusters Score -4695508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36970 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -4695509.000000 Penalty: 3139.278809
	Iteration 100F: 3 clusters Score -4695509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36973 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -4695511.500000 Penalty: 3139.278809
	Iteration 101Q: 3 clusters Score -4695512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36978 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -4695516.500000 Penalty: 3139.278809
	Iteration 102Q: 3 clusters Score -4695516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36985 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -4695521.000000 Penalty: 3139.278809
	Iteration 103Q: 3 clusters Score -4695521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36991 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -4695526.000000 Penalty: 3139.278809
	Iteration 104Q: 3 clusters Score -4695526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36997 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -4695531.500000 Penalty: 3139.278809
	Iteration 105Q: 3 clusters Score -4695532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37001 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -4695528.500000 Penalty: 3139.278809
	Iteration 106Q: 3 clusters Score -4695528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37001 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -4695528.500000 Penalty: 3139.278809
	Iteration 107F: 3 clusters Score -4695528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (33675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33675 members 
Entering Unmasked Estep 
Score: -3939141.750000 Penalty: 1551.167236
	Iteration 0F: 2 clusters Score -3939142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -3917149.250000 Penalty: 3102.334473
	Iteration 0F: 3 clusters Score -3917149 nChanged 15247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -3925602.500000 Penalty: 3102.334473
	Iteration 1F: 3 clusters Score -3925602 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -3926164.250000 Penalty: 3102.334473
	Iteration 2Q: 3 clusters Score -3926164 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -3926681.500000 Penalty: 3102.334473
	Iteration 3Q: 3 clusters Score -3926682 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -3927108.250000 Penalty: 3102.334473
	Iteration 4Q: 3 clusters Score -3927108 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -3927502.250000 Penalty: 3102.334473
	Iteration 5Q: 3 clusters Score -3927502 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -3927860.000000 Penalty: 3102.334473
	Iteration 6Q: 3 clusters Score -3927860 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -3928199.250000 Penalty: 3102.334473
	Iteration 7Q: 3 clusters Score -3928199 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -3928492.250000 Penalty: 3102.334473
	Iteration 8Q: 3 clusters Score -3928492 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -3928753.000000 Penalty: 3102.334473
	Iteration 9Q: 3 clusters Score -3928753 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -3928993.250000 Penalty: 3102.334473
	Iteration 10Q: 3 clusters Score -3928993 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -3929242.750000 Penalty: 3102.334473
	Iteration 11Q: 3 clusters Score -3929243 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -3929483.000000 Penalty: 3102.334473
	Iteration 12Q: 3 clusters Score -3929483 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -3929724.250000 Penalty: 3102.334473
	Iteration 13Q: 3 clusters Score -3929724 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -3929921.250000 Penalty: 3102.334473
	Iteration 14Q: 3 clusters Score -3929921 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -3930123.000000 Penalty: 3102.334473
	Iteration 15Q: 3 clusters Score -3930123 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -3930336.000000 Penalty: 3102.334473
	Iteration 16Q: 3 clusters Score -3930336 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -3930583.000000 Penalty: 3102.334473
	Iteration 17Q: 3 clusters Score -3930583 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -3930921.500000 Penalty: 3102.334473
	Iteration 18Q: 3 clusters Score -3930922 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -3931318.000000 Penalty: 3102.334473
	Iteration 19Q: 3 clusters Score -3931318 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -3931807.750000 Penalty: 3102.334473
	Iteration 20F: 3 clusters Score -3931808 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22846 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -3932410.750000 Penalty: 3102.334473
	Iteration 21Q: 3 clusters Score -3932411 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24104 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -3933140.750000 Penalty: 3102.334473
	Iteration 22Q: 3 clusters Score -3933141 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25401 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -3933900.000000 Penalty: 3102.334473
	Iteration 23Q: 3 clusters Score -3933900 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26771 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -3934775.750000 Penalty: 3102.334473
	Iteration 24Q: 3 clusters Score -3934776 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28133 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -3935706.000000 Penalty: 3102.334473
	Iteration 25Q: 3 clusters Score -3935706 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29315 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -3936547.250000 Penalty: 3102.334473
	Iteration 26Q: 3 clusters Score -3936547 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30266 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -3937260.000000 Penalty: 3102.334473
	Iteration 27Q: 3 clusters Score -3937260 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30954 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -3937759.750000 Penalty: 3102.334473
	Iteration 28Q: 3 clusters Score -3937760 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31428 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -3938071.000000 Penalty: 3102.334473
	Iteration 29Q: 3 clusters Score -3938071 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31756 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -3938293.500000 Penalty: 3102.334473
	Iteration 30Q: 3 clusters Score -3938294 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32001 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -3938466.000000 Penalty: 3102.334473
	Iteration 31Q: 3 clusters Score -3938466 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32127 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -3938532.000000 Penalty: 3102.334473
	Iteration 32Q: 3 clusters Score -3938532 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32205 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -3938572.000000 Penalty: 3102.334473
	Iteration 33Q: 3 clusters Score -3938572 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32264 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -3938604.750000 Penalty: 3102.334473
	Iteration 34Q: 3 clusters Score -3938605 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32310 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -3938623.500000 Penalty: 3102.334473
	Iteration 35Q: 3 clusters Score -3938624 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32336 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -3938636.250000 Penalty: 3102.334473
	Iteration 36Q: 3 clusters Score -3938636 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32357 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -3938644.250000 Penalty: 3102.334473
	Iteration 37Q: 3 clusters Score -3938644 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32370 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -3938655.750000 Penalty: 3102.334473
	Iteration 38Q: 3 clusters Score -3938656 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32383 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -3938660.500000 Penalty: 3102.334473
	Iteration 39Q: 3 clusters Score -3938660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32397 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -3938659.500000 Penalty: 3102.334473
	Iteration 40F: 3 clusters Score -3938660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32406 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -3938666.500000 Penalty: 3102.334473
	Iteration 41Q: 3 clusters Score -3938666 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32414 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -3938673.500000 Penalty: 3102.334473
	Iteration 42Q: 3 clusters Score -3938674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32421 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -3938674.250000 Penalty: 3102.334473
	Iteration 43Q: 3 clusters Score -3938674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32429 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -3938677.500000 Penalty: 3102.334473
	Iteration 44Q: 3 clusters Score -3938678 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32442 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -3938684.750000 Penalty: 3102.334473
	Iteration 45Q: 3 clusters Score -3938685 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32452 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -3938690.750000 Penalty: 3102.334473
	Iteration 46Q: 3 clusters Score -3938691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32458 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -3938689.250000 Penalty: 3102.334473
	Iteration 47Q: 3 clusters Score -3938689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32462 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -3938687.250000 Penalty: 3102.334473
	Iteration 48Q: 3 clusters Score -3938687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32466 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -3938689.500000 Penalty: 3102.334473
	Iteration 49Q: 3 clusters Score -3938690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32471 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -3938690.750000 Penalty: 3102.334473
	Iteration 50Q: 3 clusters Score -3938691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32478 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -3938695.500000 Penalty: 3102.334473
	Iteration 51Q: 3 clusters Score -3938696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32480 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -3938692.500000 Penalty: 3102.334473
	Iteration 52Q: 3 clusters Score -3938692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32489 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -3938701.250000 Penalty: 3102.334473
	Iteration 53Q: 3 clusters Score -3938701 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32496 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -3938712.000000 Penalty: 3102.334473
	Iteration 54Q: 3 clusters Score -3938712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32500 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -3938712.000000 Penalty: 3102.334473
	Iteration 55Q: 3 clusters Score -3938712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32508 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -3938716.750000 Penalty: 3102.334473
	Iteration 56Q: 3 clusters Score -3938717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32513 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -3938717.250000 Penalty: 3102.334473
	Iteration 57Q: 3 clusters Score -3938717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32516 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -3938717.500000 Penalty: 3102.334473
	Iteration 58Q: 3 clusters Score -3938718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32518 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -3938715.250000 Penalty: 3102.334473
	Iteration 59Q: 3 clusters Score -3938715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32519 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -3938718.750000 Penalty: 3102.334473
	Iteration 60F: 3 clusters Score -3938719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32520 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -3938718.500000 Penalty: 3102.334473
	Iteration 61Q: 3 clusters Score -3938718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32520 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -3938718.500000 Penalty: 3102.334473
	Iteration 62F: 3 clusters Score -3938718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Entering Unmasked Estep 
Score: -454939.281250 Penalty: 1230.501709
	Iteration 0F: 2 clusters Score -454939.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -451920.437500 Penalty: 2461.003418
	Iteration 0F: 3 clusters Score -451920.4 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -452779.156250 Penalty: 2461.003418
	Iteration 1F: 3 clusters Score -452779.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -452985.812500 Penalty: 2461.003418
	Iteration 2F: 3 clusters Score -452985.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -453136.468750 Penalty: 2461.003418
	Iteration 3F: 3 clusters Score -453136.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -453257.562500 Penalty: 2461.003418
	Iteration 4Q: 3 clusters Score -453257.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -453342.218750 Penalty: 2461.003418
	Iteration 5Q: 3 clusters Score -453342.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -453441.875000 Penalty: 2461.003418
	Iteration 6Q: 3 clusters Score -453441.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -453527.281250 Penalty: 2461.003418
	Iteration 7Q: 3 clusters Score -453527.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -453613.093750 Penalty: 2461.003418
	Iteration 8Q: 3 clusters Score -453613.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -453721.218750 Penalty: 2461.003418
	Iteration 9Q: 3 clusters Score -453721.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -453826.468750 Penalty: 2461.003418
	Iteration 10Q: 3 clusters Score -453826.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -453915.781250 Penalty: 2461.003418
	Iteration 11Q: 3 clusters Score -453915.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -453980.531250 Penalty: 2461.003418
	Iteration 12Q: 3 clusters Score -453980.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -454018.843750 Penalty: 2461.003418
	Iteration 13Q: 3 clusters Score -454018.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -454056.000000 Penalty: 2461.003418
	Iteration 14Q: 3 clusters Score -454056 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -454084.906250 Penalty: 2461.003418
	Iteration 15Q: 3 clusters Score -454084.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -454112.093750 Penalty: 2461.003418
	Iteration 16Q: 3 clusters Score -454112.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -454133.406250 Penalty: 2461.003418
	Iteration 17Q: 3 clusters Score -454133.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -454157.406250 Penalty: 2461.003418
	Iteration 18Q: 3 clusters Score -454157.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -454185.968750 Penalty: 2461.003418
	Iteration 19Q: 3 clusters Score -454186 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -454224.750000 Penalty: 2461.003418
	Iteration 20F: 3 clusters Score -454224.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -454260.500000 Penalty: 2461.003418
	Iteration 21Q: 3 clusters Score -454260.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -454301.468750 Penalty: 2461.003418
	Iteration 22Q: 3 clusters Score -454301.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -454352.375000 Penalty: 2461.003418
	Iteration 23Q: 3 clusters Score -454352.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -454387.437500 Penalty: 2461.003418
	Iteration 24Q: 3 clusters Score -454387.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -454413.562500 Penalty: 2461.003418
	Iteration 25Q: 3 clusters Score -454413.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -454434.875000 Penalty: 2461.003418
	Iteration 26Q: 3 clusters Score -454434.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -454450.843750 Penalty: 2461.003418
	Iteration 27Q: 3 clusters Score -454450.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -454464.906250 Penalty: 2461.003418
	Iteration 28Q: 3 clusters Score -454464.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -454476.125000 Penalty: 2461.003418
	Iteration 29Q: 3 clusters Score -454476.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -454485.468750 Penalty: 2461.003418
	Iteration 30Q: 3 clusters Score -454485.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -454489.843750 Penalty: 2461.003418
	Iteration 31Q: 3 clusters Score -454489.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -454494.312500 Penalty: 2461.003418
	Iteration 32Q: 3 clusters Score -454494.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -454502.250000 Penalty: 2461.003418
	Iteration 33Q: 3 clusters Score -454502.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -454504.625000 Penalty: 2461.003418
	Iteration 34Q: 3 clusters Score -454504.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -454507.125000 Penalty: 2461.003418
	Iteration 35Q: 3 clusters Score -454507.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -454507.437500 Penalty: 2461.003418
	Iteration 36Q: 3 clusters Score -454507.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -454507.468750 Penalty: 2461.003418
	Iteration 37Q: 3 clusters Score -454507.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -454508.000000 Penalty: 2461.003418
	Iteration 38Q: 3 clusters Score -454508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -454508.312500 Penalty: 2461.003418
	Iteration 39Q: 3 clusters Score -454508.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -454509.343750 Penalty: 2461.003418
	Iteration 40F: 3 clusters Score -454509.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -454511.812500 Penalty: 2461.003418
	Iteration 41Q: 3 clusters Score -454511.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -454514.125000 Penalty: 2461.003418
	Iteration 42Q: 3 clusters Score -454514.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -454515.062500 Penalty: 2461.003418
	Iteration 43Q: 3 clusters Score -454515.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -454515.375000 Penalty: 2461.003418
	Iteration 44Q: 3 clusters Score -454515.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -454515.375000 Penalty: 2461.003418
	Iteration 45F: 3 clusters Score -454515.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Entering Unmasked Estep 
Score: -869193.812500 Penalty: 1323.343262
	Iteration 0F: 2 clusters Score -869193.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -864142.812500 Penalty: 2646.686523
	Iteration 0F: 3 clusters Score -864142.8 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -865803.750000 Penalty: 2646.686523
	Iteration 1F: 3 clusters Score -865803.8 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -866132.437500 Penalty: 2646.686523
	Iteration 2F: 3 clusters Score -866132.4 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -866402.750000 Penalty: 2646.686523
	Iteration 3F: 3 clusters Score -866402.8 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -866651.437500 Penalty: 2646.686523
	Iteration 4F: 3 clusters Score -866651.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -866852.812500 Penalty: 2646.686523
	Iteration 5Q: 3 clusters Score -866852.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -867060.187500 Penalty: 2646.686523
	Iteration 6Q: 3 clusters Score -867060.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -867254.312500 Penalty: 2646.686523
	Iteration 7Q: 3 clusters Score -867254.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -867435.187500 Penalty: 2646.686523
	Iteration 8Q: 3 clusters Score -867435.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -867562.250000 Penalty: 2646.686523
	Iteration 9Q: 3 clusters Score -867562.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -867691.562500 Penalty: 2646.686523
	Iteration 10Q: 3 clusters Score -867691.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -867803.437500 Penalty: 2646.686523
	Iteration 11Q: 3 clusters Score -867803.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -867893.562500 Penalty: 2646.686523
	Iteration 12Q: 3 clusters Score -867893.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -867955.437500 Penalty: 2646.686523
	Iteration 13Q: 3 clusters Score -867955.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -868004.062500 Penalty: 2646.686523
	Iteration 14Q: 3 clusters Score -868004.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -868040.937500 Penalty: 2646.686523
	Iteration 15Q: 3 clusters Score -868040.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -868071.375000 Penalty: 2646.686523
	Iteration 16Q: 3 clusters Score -868071.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -868098.687500 Penalty: 2646.686523
	Iteration 17Q: 3 clusters Score -868098.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -868138.562500 Penalty: 2646.686523
	Iteration 18Q: 3 clusters Score -868138.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -868176.000000 Penalty: 2646.686523
	Iteration 19Q: 3 clusters Score -868176 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -868220.687500 Penalty: 2646.686523
	Iteration 20F: 3 clusters Score -868220.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -868261.250000 Penalty: 2646.686523
	Iteration 21Q: 3 clusters Score -868261.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -868296.250000 Penalty: 2646.686523
	Iteration 22Q: 3 clusters Score -868296.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -868333.312500 Penalty: 2646.686523
	Iteration 23Q: 3 clusters Score -868333.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -868374.687500 Penalty: 2646.686523
	Iteration 24Q: 3 clusters Score -868374.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -868428.687500 Penalty: 2646.686523
	Iteration 25Q: 3 clusters Score -868428.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -868495.937500 Penalty: 2646.686523
	Iteration 26Q: 3 clusters Score -868495.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -868563.812500 Penalty: 2646.686523
	Iteration 27Q: 3 clusters Score -868563.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -868604.250000 Penalty: 2646.686523
	Iteration 28Q: 3 clusters Score -868604.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -868633.000000 Penalty: 2646.686523
	Iteration 29Q: 3 clusters Score -868633 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -868654.937500 Penalty: 2646.686523
	Iteration 30Q: 3 clusters Score -868654.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -868668.812500 Penalty: 2646.686523
	Iteration 31Q: 3 clusters Score -868668.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -868680.437500 Penalty: 2646.686523
	Iteration 32Q: 3 clusters Score -868680.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -868694.062500 Penalty: 2646.686523
	Iteration 33Q: 3 clusters Score -868694.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -868699.625000 Penalty: 2646.686523
	Iteration 34Q: 3 clusters Score -868699.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -868710.562500 Penalty: 2646.686523
	Iteration 35Q: 3 clusters Score -868710.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -868715.375000 Penalty: 2646.686523
	Iteration 36Q: 3 clusters Score -868715.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -868718.750000 Penalty: 2646.686523
	Iteration 37Q: 3 clusters Score -868718.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -868719.687500 Penalty: 2646.686523
	Iteration 38Q: 3 clusters Score -868719.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -868725.062500 Penalty: 2646.686523
	Iteration 39Q: 3 clusters Score -868725.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -868727.375000 Penalty: 2646.686523
	Iteration 40F: 3 clusters Score -868727.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -868728.062500 Penalty: 2646.686523
	Iteration 41Q: 3 clusters Score -868728.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -868729.812500 Penalty: 2646.686523
	Iteration 42Q: 3 clusters Score -868729.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -868732.937500 Penalty: 2646.686523
	Iteration 43Q: 3 clusters Score -868732.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -868733.562500 Penalty: 2646.686523
	Iteration 44Q: 3 clusters Score -868733.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -868736.062500 Penalty: 2646.686523
	Iteration 45Q: 3 clusters Score -868736.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -868737.750000 Penalty: 2646.686523
	Iteration 46Q: 3 clusters Score -868737.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -868741.062500 Penalty: 2646.686523
	Iteration 47Q: 3 clusters Score -868741.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -868741.125000 Penalty: 2646.686523
	Iteration 48Q: 3 clusters Score -868741.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -868740.812500 Penalty: 2646.686523
	Iteration 49Q: 3 clusters Score -868740.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -868741.875000 Penalty: 2646.686523
	Iteration 50Q: 3 clusters Score -868741.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -868742.625000 Penalty: 2646.686523
	Iteration 51Q: 3 clusters Score -868742.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -868742.625000 Penalty: 2646.686523
	Iteration 52F: 3 clusters Score -868742.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Entering Unmasked Estep 
Score: -1042510.937500 Penalty: 1348.763916
	Iteration 0F: 2 clusters Score -1042511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1036571.187500 Penalty: 2697.527832
	Iteration 0F: 3 clusters Score -1036571 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1038620.687500 Penalty: 2697.527832
	Iteration 1F: 3 clusters Score -1038621 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1038932.187500 Penalty: 2697.527832
	Iteration 2F: 3 clusters Score -1038932 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1039168.250000 Penalty: 2697.527832
	Iteration 3F: 3 clusters Score -1039168 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1039361.687500 Penalty: 2697.527832
	Iteration 4Q: 3 clusters Score -1039362 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1039533.875000 Penalty: 2697.527832
	Iteration 5Q: 3 clusters Score -1039534 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1039684.812500 Penalty: 2697.527832
	Iteration 6Q: 3 clusters Score -1039685 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1039858.437500 Penalty: 2697.527832
	Iteration 7Q: 3 clusters Score -1039858 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1040041.187500 Penalty: 2697.527832
	Iteration 8Q: 3 clusters Score -1040041 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1040229.125000 Penalty: 2697.527832
	Iteration 9Q: 3 clusters Score -1040229 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1040437.312500 Penalty: 2697.527832
	Iteration 10Q: 3 clusters Score -1040437 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1040654.000000 Penalty: 2697.527832
	Iteration 11Q: 3 clusters Score -1040654 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1040815.125000 Penalty: 2697.527832
	Iteration 12Q: 3 clusters Score -1040815 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1040946.125000 Penalty: 2697.527832
	Iteration 13Q: 3 clusters Score -1040946 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1041066.750000 Penalty: 2697.527832
	Iteration 14Q: 3 clusters Score -1041067 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1041175.750000 Penalty: 2697.527832
	Iteration 15Q: 3 clusters Score -1041176 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1041249.000000 Penalty: 2697.527832
	Iteration 16Q: 3 clusters Score -1041249 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1041319.375000 Penalty: 2697.527832
	Iteration 17Q: 3 clusters Score -1041319 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1041369.187500 Penalty: 2697.527832
	Iteration 18Q: 3 clusters Score -1041369 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1041408.500000 Penalty: 2697.527832
	Iteration 19Q: 3 clusters Score -1041408 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1041451.125000 Penalty: 2697.527832
	Iteration 20F: 3 clusters Score -1041451 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1041484.250000 Penalty: 2697.527832
	Iteration 21Q: 3 clusters Score -1041484 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1041515.750000 Penalty: 2697.527832
	Iteration 22Q: 3 clusters Score -1041516 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1041540.687500 Penalty: 2697.527832
	Iteration 23Q: 3 clusters Score -1041541 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1041570.187500 Penalty: 2697.527832
	Iteration 24Q: 3 clusters Score -1041570 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1041605.250000 Penalty: 2697.527832
	Iteration 25Q: 3 clusters Score -1041605 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1041621.937500 Penalty: 2697.527832
	Iteration 26Q: 3 clusters Score -1041622 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1041629.312500 Penalty: 2697.527832
	Iteration 27Q: 3 clusters Score -1041629 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1041637.437500 Penalty: 2697.527832
	Iteration 28Q: 3 clusters Score -1041637 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1041649.875000 Penalty: 2697.527832
	Iteration 29Q: 3 clusters Score -1041650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1041656.687500 Penalty: 2697.527832
	Iteration 30Q: 3 clusters Score -1041657 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1041661.062500 Penalty: 2697.527832
	Iteration 31Q: 3 clusters Score -1041661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1041662.750000 Penalty: 2697.527832
	Iteration 32Q: 3 clusters Score -1041663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -1041662.687500 Penalty: 2697.527832
	Iteration 33Q: 3 clusters Score -1041663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1041664.500000 Penalty: 2697.527832
	Iteration 34Q: 3 clusters Score -1041664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1041664.500000 Penalty: 2697.527832
	Iteration 35F: 3 clusters Score -1041664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Entering Unmasked Estep 
Score: -561599.250000 Penalty: 1262.488281
	Iteration 0F: 2 clusters Score -561599.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -558065.125000 Penalty: 2524.976562
	Iteration 0F: 3 clusters Score -558065.1 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -559230.875000 Penalty: 2524.976562
	Iteration 1F: 3 clusters Score -559230.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -559526.625000 Penalty: 2524.976562
	Iteration 2F: 3 clusters Score -559526.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -559831.250000 Penalty: 2524.976562
	Iteration 3F: 3 clusters Score -559831.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -560201.312500 Penalty: 2524.976562
	Iteration 4F: 3 clusters Score -560201.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -560564.562500 Penalty: 2524.976562
	Iteration 5F: 3 clusters Score -560564.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -560826.875000 Penalty: 2524.976562
	Iteration 6F: 3 clusters Score -560826.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -561030.937500 Penalty: 2524.976562
	Iteration 7Q: 3 clusters Score -561030.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -561161.500000 Penalty: 2524.976562
	Iteration 8Q: 3 clusters Score -561161.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -561235.437500 Penalty: 2524.976562
	Iteration 9Q: 3 clusters Score -561235.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -561281.437500 Penalty: 2524.976562
	Iteration 10Q: 3 clusters Score -561281.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -561306.562500 Penalty: 2524.976562
	Iteration 11Q: 3 clusters Score -561306.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -561326.875000 Penalty: 2524.976562
	Iteration 12Q: 3 clusters Score -561326.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -561335.750000 Penalty: 2524.976562
	Iteration 13Q: 3 clusters Score -561335.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -561346.625000 Penalty: 2524.976562
	Iteration 14Q: 3 clusters Score -561346.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -561357.937500 Penalty: 2524.976562
	Iteration 15Q: 3 clusters Score -561357.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -561368.250000 Penalty: 2524.976562
	Iteration 16Q: 3 clusters Score -561368.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -561372.375000 Penalty: 2524.976562
	Iteration 17Q: 3 clusters Score -561372.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -561378.875000 Penalty: 2524.976562
	Iteration 18Q: 3 clusters Score -561378.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -561380.875000 Penalty: 2524.976562
	Iteration 19Q: 3 clusters Score -561380.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -561381.687500 Penalty: 2524.976562
	Iteration 20F: 3 clusters Score -561381.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -561381.562500 Penalty: 2524.976562
	Iteration 21Q: 3 clusters Score -561381.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -561381.125000 Penalty: 2524.976562
	Iteration 22Q: 3 clusters Score -561381.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -561381.125000 Penalty: 2524.976562
	Iteration 23F: 3 clusters Score -561381.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Entering Unmasked Estep 
Score: -2774926.750000 Penalty: 1486.700928
	Iteration 0F: 2 clusters Score -2774927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -2760653.750000 Penalty: 2973.401855
	Iteration 0F: 3 clusters Score -2760654 nChanged 9676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -2765790.000000 Penalty: 2973.401855
	Iteration 1F: 3 clusters Score -2765790 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -2766192.500000 Penalty: 2973.401855
	Iteration 2F: 3 clusters Score -2766192 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -2766507.000000 Penalty: 2973.401855
	Iteration 3Q: 3 clusters Score -2766507 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -2766758.500000 Penalty: 2973.401855
	Iteration 4Q: 3 clusters Score -2766758 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -2766979.250000 Penalty: 2973.401855
	Iteration 5Q: 3 clusters Score -2766979 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -2767188.750000 Penalty: 2973.401855
	Iteration 6Q: 3 clusters Score -2767189 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -2767423.250000 Penalty: 2973.401855
	Iteration 7Q: 3 clusters Score -2767423 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -2767714.500000 Penalty: 2973.401855
	Iteration 8Q: 3 clusters Score -2767714 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -2768089.250000 Penalty: 2973.401855
	Iteration 9Q: 3 clusters Score -2768089 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -2768659.750000 Penalty: 2973.401855
	Iteration 10Q: 3 clusters Score -2768660 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -2769491.000000 Penalty: 2973.401855
	Iteration 11F: 3 clusters Score -2769491 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -2770535.750000 Penalty: 2973.401855
	Iteration 12F: 3 clusters Score -2770536 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -2771605.000000 Penalty: 2973.401855
	Iteration 13F: 3 clusters Score -2771605 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2772484.000000 Penalty: 2973.401855
	Iteration 14Q: 3 clusters Score -2772484 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2773074.750000 Penalty: 2973.401855
	Iteration 15Q: 3 clusters Score -2773075 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21305 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2773421.750000 Penalty: 2973.401855
	Iteration 16Q: 3 clusters Score -2773422 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21445 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2773591.000000 Penalty: 2973.401855
	Iteration 17Q: 3 clusters Score -2773591 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21510 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2773689.500000 Penalty: 2973.401855
	Iteration 18Q: 3 clusters Score -2773690 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2773738.750000 Penalty: 2973.401855
	Iteration 19Q: 3 clusters Score -2773739 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2773763.250000 Penalty: 2973.401855
	Iteration 20F: 3 clusters Score -2773763 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2773779.500000 Penalty: 2973.401855
	Iteration 21Q: 3 clusters Score -2773780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2773784.750000 Penalty: 2973.401855
	Iteration 22Q: 3 clusters Score -2773785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -2773789.500000 Penalty: 2973.401855
	Iteration 23Q: 3 clusters Score -2773790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -2773791.750000 Penalty: 2973.401855
	Iteration 24Q: 3 clusters Score -2773792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21583 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -2773800.500000 Penalty: 2973.401855
	Iteration 25Q: 3 clusters Score -2773800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -2773801.750000 Penalty: 2973.401855
	Iteration 26Q: 3 clusters Score -2773802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21586 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -2773801.250000 Penalty: 2973.401855
	Iteration 27Q: 3 clusters Score -2773801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21586 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -2773801.250000 Penalty: 2973.401855
	Iteration 28F: 3 clusters Score -2773801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Entering Unmasked Estep 
Score: -1872902.000000 Penalty: 1429.746582
	Iteration 0F: 2 clusters Score -1872902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1863071.125000 Penalty: 2859.493164
	Iteration 0F: 3 clusters Score -1863071 nChanged 6374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1866362.250000 Penalty: 2859.493164
	Iteration 1F: 3 clusters Score -1866362 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1866680.625000 Penalty: 2859.493164
	Iteration 2F: 3 clusters Score -1866681 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1866902.000000 Penalty: 2859.493164
	Iteration 3Q: 3 clusters Score -1866902 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1867098.625000 Penalty: 2859.493164
	Iteration 4Q: 3 clusters Score -1867099 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1867256.625000 Penalty: 2859.493164
	Iteration 5Q: 3 clusters Score -1867257 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1867386.625000 Penalty: 2859.493164
	Iteration 6Q: 3 clusters Score -1867387 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1867491.125000 Penalty: 2859.493164
	Iteration 7Q: 3 clusters Score -1867491 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1867580.625000 Penalty: 2859.493164
	Iteration 8Q: 3 clusters Score -1867581 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1867659.750000 Penalty: 2859.493164
	Iteration 9Q: 3 clusters Score -1867660 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1867750.000000 Penalty: 2859.493164
	Iteration 10Q: 3 clusters Score -1867750 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1867866.750000 Penalty: 2859.493164
	Iteration 11Q: 3 clusters Score -1867867 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1867989.375000 Penalty: 2859.493164
	Iteration 12Q: 3 clusters Score -1867989 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1868154.125000 Penalty: 2859.493164
	Iteration 13Q: 3 clusters Score -1868154 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1868390.125000 Penalty: 2859.493164
	Iteration 14Q: 3 clusters Score -1868390 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -1868707.000000 Penalty: 2859.493164
	Iteration 15Q: 3 clusters Score -1868707 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -1869066.250000 Penalty: 2859.493164
	Iteration 16Q: 3 clusters Score -1869066 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -1869506.250000 Penalty: 2859.493164
	Iteration 17Q: 3 clusters Score -1869506 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -1869972.875000 Penalty: 2859.493164
	Iteration 18Q: 3 clusters Score -1869973 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -1870460.875000 Penalty: 2859.493164
	Iteration 19Q: 3 clusters Score -1870461 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -1870867.250000 Penalty: 2859.493164
	Iteration 20F: 3 clusters Score -1870867 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -1871155.750000 Penalty: 2859.493164
	Iteration 21Q: 3 clusters Score -1871156 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -1871370.500000 Penalty: 2859.493164
	Iteration 22Q: 3 clusters Score -1871370 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -1871482.625000 Penalty: 2859.493164
	Iteration 23Q: 3 clusters Score -1871483 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -1871550.250000 Penalty: 2859.493164
	Iteration 24Q: 3 clusters Score -1871550 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -1871596.000000 Penalty: 2859.493164
	Iteration 25Q: 3 clusters Score -1871596 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -1871633.875000 Penalty: 2859.493164
	Iteration 26Q: 3 clusters Score -1871634 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -1871661.750000 Penalty: 2859.493164
	Iteration 27Q: 3 clusters Score -1871662 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -1871676.375000 Penalty: 2859.493164
	Iteration 28Q: 3 clusters Score -1871676 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -1871692.125000 Penalty: 2859.493164
	Iteration 29Q: 3 clusters Score -1871692 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -1871709.125000 Penalty: 2859.493164
	Iteration 30Q: 3 clusters Score -1871709 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -1871725.125000 Penalty: 2859.493164
	Iteration 31Q: 3 clusters Score -1871725 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -1871730.500000 Penalty: 2859.493164
	Iteration 32Q: 3 clusters Score -1871730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -1871736.750000 Penalty: 2859.493164
	Iteration 33Q: 3 clusters Score -1871737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -1871737.750000 Penalty: 2859.493164
	Iteration 34Q: 3 clusters Score -1871738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -1871737.625000 Penalty: 2859.493164
	Iteration 35Q: 3 clusters Score -1871738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -1871738.375000 Penalty: 2859.493164
	Iteration 36Q: 3 clusters Score -1871738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -1871738.375000 Penalty: 2859.493164
	Iteration 37F: 3 clusters Score -1871738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Entering Unmasked Estep 
Score: -1382698.375000 Penalty: 1389.459595
	Iteration 0F: 2 clusters Score -1382698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1375058.375000 Penalty: 2778.919189
	Iteration 0F: 3 clusters Score -1375058 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1377624.625000 Penalty: 2778.919189
	Iteration 1F: 3 clusters Score -1377625 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1377989.250000 Penalty: 2778.919189
	Iteration 2F: 3 clusters Score -1377989 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1378272.125000 Penalty: 2778.919189
	Iteration 3F: 3 clusters Score -1378272 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1378539.250000 Penalty: 2778.919189
	Iteration 4Q: 3 clusters Score -1378539 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1378812.375000 Penalty: 2778.919189
	Iteration 5Q: 3 clusters Score -1378812 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1379085.375000 Penalty: 2778.919189
	Iteration 6Q: 3 clusters Score -1379085 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1379358.750000 Penalty: 2778.919189
	Iteration 7Q: 3 clusters Score -1379359 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1379647.750000 Penalty: 2778.919189
	Iteration 8Q: 3 clusters Score -1379648 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1379986.500000 Penalty: 2778.919189
	Iteration 9Q: 3 clusters Score -1379986 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1380292.375000 Penalty: 2778.919189
	Iteration 10Q: 3 clusters Score -1380292 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1380601.750000 Penalty: 2778.919189
	Iteration 11Q: 3 clusters Score -1380602 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1380852.500000 Penalty: 2778.919189
	Iteration 12Q: 3 clusters Score -1380852 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1381041.625000 Penalty: 2778.919189
	Iteration 13Q: 3 clusters Score -1381042 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1381180.250000 Penalty: 2778.919189
	Iteration 14Q: 3 clusters Score -1381180 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1381285.375000 Penalty: 2778.919189
	Iteration 15Q: 3 clusters Score -1381285 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1381348.875000 Penalty: 2778.919189
	Iteration 16Q: 3 clusters Score -1381349 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1381386.000000 Penalty: 2778.919189
	Iteration 17Q: 3 clusters Score -1381386 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1381410.000000 Penalty: 2778.919189
	Iteration 18Q: 3 clusters Score -1381410 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1381431.375000 Penalty: 2778.919189
	Iteration 19Q: 3 clusters Score -1381431 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1381451.875000 Penalty: 2778.919189
	Iteration 20F: 3 clusters Score -1381452 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1381470.375000 Penalty: 2778.919189
	Iteration 21Q: 3 clusters Score -1381470 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1381481.000000 Penalty: 2778.919189
	Iteration 22Q: 3 clusters Score -1381481 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1381485.000000 Penalty: 2778.919189
	Iteration 23Q: 3 clusters Score -1381485 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1381492.000000 Penalty: 2778.919189
	Iteration 24Q: 3 clusters Score -1381492 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1381498.000000 Penalty: 2778.919189
	Iteration 25Q: 3 clusters Score -1381498 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1381502.375000 Penalty: 2778.919189
	Iteration 26Q: 3 clusters Score -1381502 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1381507.625000 Penalty: 2778.919189
	Iteration 27Q: 3 clusters Score -1381508 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1381514.000000 Penalty: 2778.919189
	Iteration 28Q: 3 clusters Score -1381514 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1381513.500000 Penalty: 2778.919189
	Iteration 29Q: 3 clusters Score -1381514 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1381521.625000 Penalty: 2778.919189
	Iteration 30Q: 3 clusters Score -1381522 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1381530.875000 Penalty: 2778.919189
	Iteration 31Q: 3 clusters Score -1381531 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1381534.250000 Penalty: 2778.919189
	Iteration 32Q: 3 clusters Score -1381534 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1381537.500000 Penalty: 2778.919189
	Iteration 33Q: 3 clusters Score -1381538 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1381540.875000 Penalty: 2778.919189
	Iteration 34Q: 3 clusters Score -1381541 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1381543.500000 Penalty: 2778.919189
	Iteration 35Q: 3 clusters Score -1381544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1381541.875000 Penalty: 2778.919189
	Iteration 36Q: 3 clusters Score -1381542 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1381542.750000 Penalty: 2778.919189
	Iteration 37Q: 3 clusters Score -1381543 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1381543.125000 Penalty: 2778.919189
	Iteration 38Q: 3 clusters Score -1381543 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1381547.125000 Penalty: 2778.919189
	Iteration 39Q: 3 clusters Score -1381547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1381551.000000 Penalty: 2778.919189
	Iteration 40F: 3 clusters Score -1381551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1381550.000000 Penalty: 2778.919189
	Iteration 41Q: 3 clusters Score -1381550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1381552.125000 Penalty: 2778.919189
	Iteration 42Q: 3 clusters Score -1381552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1381553.125000 Penalty: 2778.919189
	Iteration 43Q: 3 clusters Score -1381553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1381555.500000 Penalty: 2778.919189
	Iteration 44Q: 3 clusters Score -1381556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1381556.500000 Penalty: 2778.919189
	Iteration 45Q: 3 clusters Score -1381556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1381556.750000 Penalty: 2778.919189
	Iteration 46Q: 3 clusters Score -1381557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1381559.875000 Penalty: 2778.919189
	Iteration 47Q: 3 clusters Score -1381560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1381560.375000 Penalty: 2778.919189
	Iteration 48Q: 3 clusters Score -1381560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1381558.250000 Penalty: 2778.919189
	Iteration 49Q: 3 clusters Score -1381558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1381559.250000 Penalty: 2778.919189
	Iteration 50Q: 3 clusters Score -1381559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1381563.250000 Penalty: 2778.919189
	Iteration 51Q: 3 clusters Score -1381563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1381560.000000 Penalty: 2778.919189
	Iteration 52Q: 3 clusters Score -1381560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1381560.000000 Penalty: 2778.919189
	Iteration 53F: 3 clusters Score -1381560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Entering Unmasked Estep 
Score: -175603.265625 Penalty: 1101.121460
	Iteration 0F: 2 clusters Score -175603.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -173965.062500 Penalty: 2202.242920
	Iteration 0F: 3 clusters Score -173965.1 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -174423.281250 Penalty: 2202.242920
	Iteration 1F: 3 clusters Score -174423.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -174531.203125 Penalty: 2202.242920
	Iteration 2F: 3 clusters Score -174531.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -174581.296875 Penalty: 2202.242920
	Iteration 3Q: 3 clusters Score -174581.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -174616.375000 Penalty: 2202.242920
	Iteration 4Q: 3 clusters Score -174616.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -174646.343750 Penalty: 2202.242920
	Iteration 5Q: 3 clusters Score -174646.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -174664.328125 Penalty: 2202.242920
	Iteration 6Q: 3 clusters Score -174664.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -174676.812500 Penalty: 2202.242920
	Iteration 7Q: 3 clusters Score -174676.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -174687.171875 Penalty: 2202.242920
	Iteration 8Q: 3 clusters Score -174687.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -174691.828125 Penalty: 2202.242920
	Iteration 9Q: 3 clusters Score -174691.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -174696.843750 Penalty: 2202.242920
	Iteration 10Q: 3 clusters Score -174696.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -174701.781250 Penalty: 2202.242920
	Iteration 11Q: 3 clusters Score -174701.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -174704.531250 Penalty: 2202.242920
	Iteration 12Q: 3 clusters Score -174704.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -174708.546875 Penalty: 2202.242920
	Iteration 13Q: 3 clusters Score -174708.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -174712.328125 Penalty: 2202.242920
	Iteration 14Q: 3 clusters Score -174712.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -174720.093750 Penalty: 2202.242920
	Iteration 15Q: 3 clusters Score -174720.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -174726.968750 Penalty: 2202.242920
	Iteration 16Q: 3 clusters Score -174727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -174729.046875 Penalty: 2202.242920
	Iteration 17Q: 3 clusters Score -174729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -174729.890625 Penalty: 2202.242920
	Iteration 18Q: 3 clusters Score -174729.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -174731.031250 Penalty: 2202.242920
	Iteration 19Q: 3 clusters Score -174731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -174731.703125 Penalty: 2202.242920
	Iteration 20F: 3 clusters Score -174731.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -174734.093750 Penalty: 2202.242920
	Iteration 21Q: 3 clusters Score -174734.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -174737.062500 Penalty: 2202.242920
	Iteration 22Q: 3 clusters Score -174737.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -174738.531250 Penalty: 2202.242920
	Iteration 23Q: 3 clusters Score -174738.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -174738.531250 Penalty: 2202.242920
	Iteration 24F: 3 clusters Score -174738.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Entering Unmasked Estep 
Score: -451595.156250 Penalty: 1226.365479
	Iteration 0F: 2 clusters Score -451595.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -448664.593750 Penalty: 2452.730957
	Iteration 0F: 3 clusters Score -448664.6 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -449498.562500 Penalty: 2452.730957
	Iteration 1F: 3 clusters Score -449498.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -449685.156250 Penalty: 2452.730957
	Iteration 2F: 3 clusters Score -449685.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -449813.812500 Penalty: 2452.730957
	Iteration 3F: 3 clusters Score -449813.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -449908.281250 Penalty: 2452.730957
	Iteration 4Q: 3 clusters Score -449908.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -449981.093750 Penalty: 2452.730957
	Iteration 5Q: 3 clusters Score -449981.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -450056.312500 Penalty: 2452.730957
	Iteration 6Q: 3 clusters Score -450056.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -450129.562500 Penalty: 2452.730957
	Iteration 7Q: 3 clusters Score -450129.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -450197.750000 Penalty: 2452.730957
	Iteration 8Q: 3 clusters Score -450197.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -450248.500000 Penalty: 2452.730957
	Iteration 9Q: 3 clusters Score -450248.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -450285.218750 Penalty: 2452.730957
	Iteration 10Q: 3 clusters Score -450285.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -450312.062500 Penalty: 2452.730957
	Iteration 11Q: 3 clusters Score -450312.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -450336.343750 Penalty: 2452.730957
	Iteration 12Q: 3 clusters Score -450336.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -450361.062500 Penalty: 2452.730957
	Iteration 13Q: 3 clusters Score -450361.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -450383.968750 Penalty: 2452.730957
	Iteration 14Q: 3 clusters Score -450384 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -450401.843750 Penalty: 2452.730957
	Iteration 15Q: 3 clusters Score -450401.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -450417.343750 Penalty: 2452.730957
	Iteration 16Q: 3 clusters Score -450417.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -450430.125000 Penalty: 2452.730957
	Iteration 17Q: 3 clusters Score -450430.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -450445.031250 Penalty: 2452.730957
	Iteration 18Q: 3 clusters Score -450445 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -450460.062500 Penalty: 2452.730957
	Iteration 19Q: 3 clusters Score -450460.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -450473.937500 Penalty: 2452.730957
	Iteration 20F: 3 clusters Score -450473.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -450486.625000 Penalty: 2452.730957
	Iteration 21Q: 3 clusters Score -450486.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -450494.750000 Penalty: 2452.730957
	Iteration 22Q: 3 clusters Score -450494.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -450505.375000 Penalty: 2452.730957
	Iteration 23Q: 3 clusters Score -450505.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -450511.406250 Penalty: 2452.730957
	Iteration 24Q: 3 clusters Score -450511.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -450517.156250 Penalty: 2452.730957
	Iteration 25Q: 3 clusters Score -450517.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -450521.406250 Penalty: 2452.730957
	Iteration 26Q: 3 clusters Score -450521.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -450524.781250 Penalty: 2452.730957
	Iteration 27Q: 3 clusters Score -450524.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -450531.031250 Penalty: 2452.730957
	Iteration 28Q: 3 clusters Score -450531 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -450535.343750 Penalty: 2452.730957
	Iteration 29Q: 3 clusters Score -450535.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -450542.062500 Penalty: 2452.730957
	Iteration 30Q: 3 clusters Score -450542.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -450546.281250 Penalty: 2452.730957
	Iteration 31Q: 3 clusters Score -450546.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -450552.062500 Penalty: 2452.730957
	Iteration 32Q: 3 clusters Score -450552.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -450558.906250 Penalty: 2452.730957
	Iteration 33Q: 3 clusters Score -450558.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -450565.781250 Penalty: 2452.730957
	Iteration 34Q: 3 clusters Score -450565.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -450570.500000 Penalty: 2452.730957
	Iteration 35Q: 3 clusters Score -450570.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -450577.218750 Penalty: 2452.730957
	Iteration 36Q: 3 clusters Score -450577.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -450582.437500 Penalty: 2452.730957
	Iteration 37Q: 3 clusters Score -450582.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -450590.468750 Penalty: 2452.730957
	Iteration 38Q: 3 clusters Score -450590.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -450599.531250 Penalty: 2452.730957
	Iteration 39Q: 3 clusters Score -450599.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -450612.687500 Penalty: 2452.730957
	Iteration 40F: 3 clusters Score -450612.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -450628.187500 Penalty: 2452.730957
	Iteration 41Q: 3 clusters Score -450628.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -450643.000000 Penalty: 2452.730957
	Iteration 42Q: 3 clusters Score -450643 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -450657.937500 Penalty: 2452.730957
	Iteration 43Q: 3 clusters Score -450657.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -450672.625000 Penalty: 2452.730957
	Iteration 44Q: 3 clusters Score -450672.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -450682.656250 Penalty: 2452.730957
	Iteration 45Q: 3 clusters Score -450682.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -450689.906250 Penalty: 2452.730957
	Iteration 46Q: 3 clusters Score -450689.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -450695.062500 Penalty: 2452.730957
	Iteration 47Q: 3 clusters Score -450695.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -450698.781250 Penalty: 2452.730957
	Iteration 48Q: 3 clusters Score -450698.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -450702.593750 Penalty: 2452.730957
	Iteration 49Q: 3 clusters Score -450702.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -450705.281250 Penalty: 2452.730957
	Iteration 50Q: 3 clusters Score -450705.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -450707.843750 Penalty: 2452.730957
	Iteration 51Q: 3 clusters Score -450707.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -450709.125000 Penalty: 2452.730957
	Iteration 52Q: 3 clusters Score -450709.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -450711.031250 Penalty: 2452.730957
	Iteration 53Q: 3 clusters Score -450711 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -450713.906250 Penalty: 2452.730957
	Iteration 54Q: 3 clusters Score -450713.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -450718.062500 Penalty: 2452.730957
	Iteration 55Q: 3 clusters Score -450718.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -450720.250000 Penalty: 2452.730957
	Iteration 56Q: 3 clusters Score -450720.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -450721.968750 Penalty: 2452.730957
	Iteration 57Q: 3 clusters Score -450722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -450723.093750 Penalty: 2452.730957
	Iteration 58Q: 3 clusters Score -450723.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -450723.781250 Penalty: 2452.730957
	Iteration 59Q: 3 clusters Score -450723.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -450724.656250 Penalty: 2452.730957
	Iteration 60F: 3 clusters Score -450724.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -450724.375000 Penalty: 2452.730957
	Iteration 61Q: 3 clusters Score -450724.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -450726.312500 Penalty: 2452.730957
	Iteration 62Q: 3 clusters Score -450726.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -450728.562500 Penalty: 2452.730957
	Iteration 63Q: 3 clusters Score -450728.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -450728.718750 Penalty: 2452.730957
	Iteration 64Q: 3 clusters Score -450728.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -450730.093750 Penalty: 2452.730957
	Iteration 65Q: 3 clusters Score -450730.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -450730.531250 Penalty: 2452.730957
	Iteration 66Q: 3 clusters Score -450730.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -450732.406250 Penalty: 2452.730957
	Iteration 67Q: 3 clusters Score -450732.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -450734.125000 Penalty: 2452.730957
	Iteration 68Q: 3 clusters Score -450734.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -450735.093750 Penalty: 2452.730957
	Iteration 69Q: 3 clusters Score -450735.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -450735.656250 Penalty: 2452.730957
	Iteration 70Q: 3 clusters Score -450735.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -450738.250000 Penalty: 2452.730957
	Iteration 71Q: 3 clusters Score -450738.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -450742.187500 Penalty: 2452.730957
	Iteration 72Q: 3 clusters Score -450742.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -450744.343750 Penalty: 2452.730957
	Iteration 73Q: 3 clusters Score -450744.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -450747.687500 Penalty: 2452.730957
	Iteration 74Q: 3 clusters Score -450747.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -450749.406250 Penalty: 2452.730957
	Iteration 75Q: 3 clusters Score -450749.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -450753.031250 Penalty: 2452.730957
	Iteration 76Q: 3 clusters Score -450753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -450754.343750 Penalty: 2452.730957
	Iteration 77Q: 3 clusters Score -450754.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -450756.593750 Penalty: 2452.730957
	Iteration 78Q: 3 clusters Score -450756.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -450757.062500 Penalty: 2452.730957
	Iteration 79Q: 3 clusters Score -450757.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -450757.906250 Penalty: 2452.730957
	Iteration 80F: 3 clusters Score -450757.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -450758.843750 Penalty: 2452.730957
	Iteration 81Q: 3 clusters Score -450758.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -450759.562500 Penalty: 2452.730957
	Iteration 82Q: 3 clusters Score -450759.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -450759.562500 Penalty: 2452.730957
	Iteration 83F: 3 clusters Score -450759.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (56096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56096 members 
Entering Unmasked Estep 
Score: -7131906.500000 Penalty: 1627.101318
	Iteration 0F: 2 clusters Score -7131906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28137 members 
Mstep: Class 2 contains 27959 members 
Entering Unmasked Estep 
Score: -7096714.000000 Penalty: 3254.202637
	Iteration 0F: 3 clusters Score -7096714 nChanged 26018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28713 members 
Mstep: Class 2 contains 27383 members 
Entering Unmasked Estep 
Score: -7111306.500000 Penalty: 3254.202637
	Iteration 1F: 3 clusters Score -7111306 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29245 members 
Mstep: Class 2 contains 26851 members 
Entering Unmasked Estep 
Score: -7111838.000000 Penalty: 3254.202637
	Iteration 2Q: 3 clusters Score -7111838 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29982 members 
Mstep: Class 2 contains 26114 members 
Entering Unmasked Estep 
Score: -7112309.000000 Penalty: 3254.202637
	Iteration 3Q: 3 clusters Score -7112309 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31008 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -7112796.000000 Penalty: 3254.202637
	Iteration 4Q: 3 clusters Score -7112796 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32505 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
Score: -7113457.000000 Penalty: 3254.202637
	Iteration 5Q: 3 clusters Score -7113457 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34673 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -7114439.000000 Penalty: 3254.202637
	Iteration 6Q: 3 clusters Score -7114439 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37644 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -7116120.500000 Penalty: 3254.202637
	Iteration 7F: 3 clusters Score -7116120 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41588 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -7118712.500000 Penalty: 3254.202637
	Iteration 8F: 3 clusters Score -7118712 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45999 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -7121949.500000 Penalty: 3254.202637
	Iteration 9F: 3 clusters Score -7121950 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50072 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -7125337.500000 Penalty: 3254.202637
	Iteration 10F: 3 clusters Score -7125338 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52956 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -7127859.500000 Penalty: 3254.202637
	Iteration 11F: 3 clusters Score -7127860 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54603 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -7129327.500000 Penalty: 3254.202637
	Iteration 12Q: 3 clusters Score -7129328 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55344 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -7130001.000000 Penalty: 3254.202637
	Iteration 13Q: 3 clusters Score -7130001 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55623 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -7130274.500000 Penalty: 3254.202637
	Iteration 14Q: 3 clusters Score -7130274 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55719 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -7130398.500000 Penalty: 3254.202637
	Iteration 15Q: 3 clusters Score -7130398 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55765 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -7130486.500000 Penalty: 3254.202637
	Iteration 16Q: 3 clusters Score -7130486 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55789 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -7130531.000000 Penalty: 3254.202637
	Iteration 17Q: 3 clusters Score -7130531 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55802 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -7130550.500000 Penalty: 3254.202637
	Iteration 18Q: 3 clusters Score -7130550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55805 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -7130572.000000 Penalty: 3254.202637
	Iteration 19Q: 3 clusters Score -7130572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55809 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -7130581.000000 Penalty: 3254.202637
	Iteration 20F: 3 clusters Score -7130581 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55812 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -7130592.500000 Penalty: 3254.202637
	Iteration 21Q: 3 clusters Score -7130592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55817 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -7130590.500000 Penalty: 3254.202637
	Iteration 22Q: 3 clusters Score -7130590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55817 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -7130596.500000 Penalty: 3254.202637
	Iteration 23Q: 3 clusters Score -7130596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55820 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -7130600.500000 Penalty: 3254.202637
	Iteration 24Q: 3 clusters Score -7130600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55821 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -7130606.500000 Penalty: 3254.202637
	Iteration 25Q: 3 clusters Score -7130606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55822 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -7130603.000000 Penalty: 3254.202637
	Iteration 26Q: 3 clusters Score -7130603 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55822 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -7130603.000000 Penalty: 3254.202637
	Iteration 27F: 3 clusters Score -7130603 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (35671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35671 members 
Entering Unmasked Estep 
Score: -4482486.500000 Penalty: 1559.735474
	Iteration 0F: 2 clusters Score -4482486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -4459134.000000 Penalty: 3119.470947
	Iteration 0F: 3 clusters Score -4459134 nChanged 16349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -4468032.500000 Penalty: 3119.470947
	Iteration 1F: 3 clusters Score -4468032 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -4468522.500000 Penalty: 3119.470947
	Iteration 2Q: 3 clusters Score -4468522 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
Score: -4468951.000000 Penalty: 3119.470947
	Iteration 3Q: 3 clusters Score -4468951 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 21175 members 
Entering Unmasked Estep 
Score: -4469458.000000 Penalty: 3119.470947
	Iteration 4Q: 3 clusters Score -4469458 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 22675 members 
Entering Unmasked Estep 
Score: -4470257.000000 Penalty: 3119.470947
	Iteration 5Q: 3 clusters Score -4470257 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 24680 members 
Entering Unmasked Estep 
Score: -4471498.000000 Penalty: 3119.470947
	Iteration 6F: 3 clusters Score -4471498 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 27200 members 
Entering Unmasked Estep 
Score: -4473293.500000 Penalty: 3119.470947
	Iteration 7F: 3 clusters Score -4473294 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 29957 members 
Entering Unmasked Estep 
Score: -4475660.000000 Penalty: 3119.470947
	Iteration 8F: 3 clusters Score -4475660 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 32569 members 
Entering Unmasked Estep 
Score: -4478137.000000 Penalty: 3119.470947
	Iteration 9F: 3 clusters Score -4478137 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 34307 members 
Entering Unmasked Estep 
Score: -4479851.500000 Penalty: 3119.470947
	Iteration 10Q: 3 clusters Score -4479852 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 35130 members 
Entering Unmasked Estep 
Score: -4480701.500000 Penalty: 3119.470947
	Iteration 11Q: 3 clusters Score -4480702 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 35366 members 
Entering Unmasked Estep 
Score: -4480987.000000 Penalty: 3119.470947
	Iteration 12Q: 3 clusters Score -4480987 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 35450 members 
Entering Unmasked Estep 
Score: -4481144.500000 Penalty: 3119.470947
	Iteration 13Q: 3 clusters Score -4481144 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 35467 members 
Entering Unmasked Estep 
Score: -4481214.000000 Penalty: 3119.470947
	Iteration 14Q: 3 clusters Score -4481214 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 35476 members 
Entering Unmasked Estep 
Score: -4481241.500000 Penalty: 3119.470947
	Iteration 15Q: 3 clusters Score -4481242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 35476 members 
Entering Unmasked Estep 
Score: -4481244.000000 Penalty: 3119.470947
	Iteration 16Q: 3 clusters Score -4481244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 35476 members 
Entering Unmasked Estep 
Score: -4481251.000000 Penalty: 3119.470947
	Iteration 17Q: 3 clusters Score -4481251 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 35478 members 
Entering Unmasked Estep 
Score: -4481263.500000 Penalty: 3119.470947
	Iteration 18Q: 3 clusters Score -4481264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 35479 members 
Entering Unmasked Estep 
Score: -4481264.500000 Penalty: 3119.470947
	Iteration 19Q: 3 clusters Score -4481264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 35482 members 
Entering Unmasked Estep 
Score: -4481273.000000 Penalty: 3119.470947
	Iteration 20F: 3 clusters Score -4481273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 35484 members 
Entering Unmasked Estep 
Score: -4481286.000000 Penalty: 3119.470947
	Iteration 21Q: 3 clusters Score -4481286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 35483 members 
Entering Unmasked Estep 
Score: -4481283.000000 Penalty: 3119.470947
	Iteration 22Q: 3 clusters Score -4481283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 35482 members 
Entering Unmasked Estep 
Score: -4481284.500000 Penalty: 3119.470947
	Iteration 23Q: 3 clusters Score -4481284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 35482 members 
Entering Unmasked Estep 
Score: -4481284.500000 Penalty: 3119.470947
	Iteration 24F: 3 clusters Score -4481284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (21890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21890 members 
Entering Unmasked Estep 
Score: -2771282.500000 Penalty: 1487.075195
	Iteration 0F: 2 clusters Score -2771282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -2757020.750000 Penalty: 2974.150391
	Iteration 0F: 3 clusters Score -2757021 nChanged 9611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -2762136.500000 Penalty: 2974.150391
	Iteration 1F: 3 clusters Score -2762136 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -2762494.500000 Penalty: 2974.150391
	Iteration 2Q: 3 clusters Score -2762494 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -2762758.500000 Penalty: 2974.150391
	Iteration 3Q: 3 clusters Score -2762758 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -2762993.750000 Penalty: 2974.150391
	Iteration 4Q: 3 clusters Score -2762994 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -2763229.000000 Penalty: 2974.150391
	Iteration 5Q: 3 clusters Score -2763229 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -2763467.000000 Penalty: 2974.150391
	Iteration 6Q: 3 clusters Score -2763467 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -2763768.250000 Penalty: 2974.150391
	Iteration 7Q: 3 clusters Score -2763768 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -2764126.750000 Penalty: 2974.150391
	Iteration 8Q: 3 clusters Score -2764127 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -2764535.000000 Penalty: 2974.150391
	Iteration 9Q: 3 clusters Score -2764535 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -2765010.000000 Penalty: 2974.150391
	Iteration 10Q: 3 clusters Score -2765010 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -2765507.000000 Penalty: 2974.150391
	Iteration 11Q: 3 clusters Score -2765507 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -2766005.500000 Penalty: 2974.150391
	Iteration 12Q: 3 clusters Score -2766006 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -2766398.500000 Penalty: 2974.150391
	Iteration 13Q: 3 clusters Score -2766398 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -2766732.750000 Penalty: 2974.150391
	Iteration 14Q: 3 clusters Score -2766733 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -2767004.500000 Penalty: 2974.150391
	Iteration 15Q: 3 clusters Score -2767004 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -2767226.250000 Penalty: 2974.150391
	Iteration 16Q: 3 clusters Score -2767226 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -2767417.500000 Penalty: 2974.150391
	Iteration 17Q: 3 clusters Score -2767418 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -2767624.000000 Penalty: 2974.150391
	Iteration 18Q: 3 clusters Score -2767624 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -2767815.250000 Penalty: 2974.150391
	Iteration 19Q: 3 clusters Score -2767815 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -2768008.750000 Penalty: 2974.150391
	Iteration 20F: 3 clusters Score -2768009 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -2768249.750000 Penalty: 2974.150391
	Iteration 21Q: 3 clusters Score -2768250 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -2768510.250000 Penalty: 2974.150391
	Iteration 22Q: 3 clusters Score -2768510 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -2768742.250000 Penalty: 2974.150391
	Iteration 23Q: 3 clusters Score -2768742 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -2768924.250000 Penalty: 2974.150391
	Iteration 24Q: 3 clusters Score -2768924 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -2769062.250000 Penalty: 2974.150391
	Iteration 25Q: 3 clusters Score -2769062 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -2769184.750000 Penalty: 2974.150391
	Iteration 26Q: 3 clusters Score -2769185 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -2769321.000000 Penalty: 2974.150391
	Iteration 27Q: 3 clusters Score -2769321 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -2769417.500000 Penalty: 2974.150391
	Iteration 28Q: 3 clusters Score -2769418 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -2769522.750000 Penalty: 2974.150391
	Iteration 29Q: 3 clusters Score -2769523 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -2769629.750000 Penalty: 2974.150391
	Iteration 30Q: 3 clusters Score -2769630 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -2769738.250000 Penalty: 2974.150391
	Iteration 31Q: 3 clusters Score -2769738 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -2769817.250000 Penalty: 2974.150391
	Iteration 32Q: 3 clusters Score -2769817 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -2769890.250000 Penalty: 2974.150391
	Iteration 33Q: 3 clusters Score -2769890 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -2769965.000000 Penalty: 2974.150391
	Iteration 34Q: 3 clusters Score -2769965 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19057 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -2770036.500000 Penalty: 2974.150391
	Iteration 35Q: 3 clusters Score -2770036 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -2770094.500000 Penalty: 2974.150391
	Iteration 36Q: 3 clusters Score -2770094 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -2770139.250000 Penalty: 2974.150391
	Iteration 37Q: 3 clusters Score -2770139 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -2770177.500000 Penalty: 2974.150391
	Iteration 38Q: 3 clusters Score -2770178 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -2770193.250000 Penalty: 2974.150391
	Iteration 39Q: 3 clusters Score -2770193 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -2770215.750000 Penalty: 2974.150391
	Iteration 40F: 3 clusters Score -2770216 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -2770242.500000 Penalty: 2974.150391
	Iteration 41Q: 3 clusters Score -2770242 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -2770243.500000 Penalty: 2974.150391
	Iteration 42Q: 3 clusters Score -2770244 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -2770264.250000 Penalty: 2974.150391
	Iteration 43Q: 3 clusters Score -2770264 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -2770272.500000 Penalty: 2974.150391
	Iteration 44Q: 3 clusters Score -2770272 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -2770278.000000 Penalty: 2974.150391
	Iteration 45Q: 3 clusters Score -2770278 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19889 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -2770288.750000 Penalty: 2974.150391
	Iteration 46Q: 3 clusters Score -2770289 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -2770296.000000 Penalty: 2974.150391
	Iteration 47Q: 3 clusters Score -2770296 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19949 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -2770307.250000 Penalty: 2974.150391
	Iteration 48Q: 3 clusters Score -2770307 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -2770310.000000 Penalty: 2974.150391
	Iteration 49Q: 3 clusters Score -2770310 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20008 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -2770323.250000 Penalty: 2974.150391
	Iteration 50Q: 3 clusters Score -2770323 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2770339.250000 Penalty: 2974.150391
	Iteration 51Q: 3 clusters Score -2770339 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20073 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -2770345.250000 Penalty: 2974.150391
	Iteration 52Q: 3 clusters Score -2770345 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -2770358.000000 Penalty: 2974.150391
	Iteration 53Q: 3 clusters Score -2770358 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2770370.000000 Penalty: 2974.150391
	Iteration 54Q: 3 clusters Score -2770370 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2770376.000000 Penalty: 2974.150391
	Iteration 55Q: 3 clusters Score -2770376 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2770379.250000 Penalty: 2974.150391
	Iteration 56Q: 3 clusters Score -2770379 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20202 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2770378.000000 Penalty: 2974.150391
	Iteration 57Q: 3 clusters Score -2770378 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2770392.750000 Penalty: 2974.150391
	Iteration 58Q: 3 clusters Score -2770393 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20240 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -2770397.000000 Penalty: 2974.150391
	Iteration 59Q: 3 clusters Score -2770397 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -2770397.750000 Penalty: 2974.150391
	Iteration 60F: 3 clusters Score -2770398 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2770402.500000 Penalty: 2974.150391
	Iteration 61Q: 3 clusters Score -2770402 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2770416.250000 Penalty: 2974.150391
	Iteration 62Q: 3 clusters Score -2770416 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2770419.500000 Penalty: 2974.150391
	Iteration 63Q: 3 clusters Score -2770420 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2770423.000000 Penalty: 2974.150391
	Iteration 64Q: 3 clusters Score -2770423 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2770429.500000 Penalty: 2974.150391
	Iteration 65Q: 3 clusters Score -2770430 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2770439.750000 Penalty: 2974.150391
	Iteration 66Q: 3 clusters Score -2770440 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2770455.250000 Penalty: 2974.150391
	Iteration 67Q: 3 clusters Score -2770455 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20445 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -2770458.250000 Penalty: 2974.150391
	Iteration 68Q: 3 clusters Score -2770458 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2770462.000000 Penalty: 2974.150391
	Iteration 69Q: 3 clusters Score -2770462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2770463.250000 Penalty: 2974.150391
	Iteration 70Q: 3 clusters Score -2770463 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20478 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2770467.250000 Penalty: 2974.150391
	Iteration 71Q: 3 clusters Score -2770467 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -2770473.750000 Penalty: 2974.150391
	Iteration 72Q: 3 clusters Score -2770474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2770473.250000 Penalty: 2974.150391
	Iteration 73Q: 3 clusters Score -2770473 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -2770469.750000 Penalty: 2974.150391
	Iteration 74Q: 3 clusters Score -2770470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20513 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2770473.000000 Penalty: 2974.150391
	Iteration 75Q: 3 clusters Score -2770473 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -2770472.250000 Penalty: 2974.150391
	Iteration 76Q: 3 clusters Score -2770472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2770475.750000 Penalty: 2974.150391
	Iteration 77Q: 3 clusters Score -2770476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -2770481.250000 Penalty: 2974.150391
	Iteration 78Q: 3 clusters Score -2770481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2770480.250000 Penalty: 2974.150391
	Iteration 79Q: 3 clusters Score -2770480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -2770482.500000 Penalty: 2974.150391
	Iteration 80F: 3 clusters Score -2770482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2770484.250000 Penalty: 2974.150391
	Iteration 81Q: 3 clusters Score -2770484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2770484.250000 Penalty: 2974.150391
	Iteration 82F: 3 clusters Score -2770484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Entering Unmasked Estep 
Score: -845104.500000 Penalty: 1313.265137
	Iteration 0F: 2 clusters Score -845104.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -840316.562500 Penalty: 2626.530273
	Iteration 0F: 3 clusters Score -840316.6 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -841802.375000 Penalty: 2626.530273
	Iteration 1F: 3 clusters Score -841802.4 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -842052.187500 Penalty: 2626.530273
	Iteration 2F: 3 clusters Score -842052.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -842200.625000 Penalty: 2626.530273
	Iteration 3Q: 3 clusters Score -842200.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -842297.312500 Penalty: 2626.530273
	Iteration 4Q: 3 clusters Score -842297.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -842375.250000 Penalty: 2626.530273
	Iteration 5Q: 3 clusters Score -842375.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -842456.562500 Penalty: 2626.530273
	Iteration 6Q: 3 clusters Score -842456.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -842527.437500 Penalty: 2626.530273
	Iteration 7Q: 3 clusters Score -842527.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -842589.437500 Penalty: 2626.530273
	Iteration 8Q: 3 clusters Score -842589.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -842636.875000 Penalty: 2626.530273
	Iteration 9Q: 3 clusters Score -842636.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -842680.687500 Penalty: 2626.530273
	Iteration 10Q: 3 clusters Score -842680.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -842726.187500 Penalty: 2626.530273
	Iteration 11Q: 3 clusters Score -842726.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -842770.187500 Penalty: 2626.530273
	Iteration 12Q: 3 clusters Score -842770.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -842815.875000 Penalty: 2626.530273
	Iteration 13Q: 3 clusters Score -842815.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -842867.000000 Penalty: 2626.530273
	Iteration 14Q: 3 clusters Score -842867 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -842930.437500 Penalty: 2626.530273
	Iteration 15Q: 3 clusters Score -842930.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -842997.062500 Penalty: 2626.530273
	Iteration 16Q: 3 clusters Score -842997.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -843067.500000 Penalty: 2626.530273
	Iteration 17Q: 3 clusters Score -843067.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -843140.750000 Penalty: 2626.530273
	Iteration 18Q: 3 clusters Score -843140.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -843218.250000 Penalty: 2626.530273
	Iteration 19Q: 3 clusters Score -843218.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -843286.687500 Penalty: 2626.530273
	Iteration 20F: 3 clusters Score -843286.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -843355.437500 Penalty: 2626.530273
	Iteration 21Q: 3 clusters Score -843355.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -843429.562500 Penalty: 2626.530273
	Iteration 22Q: 3 clusters Score -843429.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -843491.000000 Penalty: 2626.530273
	Iteration 23Q: 3 clusters Score -843491 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -843548.750000 Penalty: 2626.530273
	Iteration 24Q: 3 clusters Score -843548.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -843596.500000 Penalty: 2626.530273
	Iteration 25Q: 3 clusters Score -843596.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -843640.750000 Penalty: 2626.530273
	Iteration 26Q: 3 clusters Score -843640.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -843688.875000 Penalty: 2626.530273
	Iteration 27Q: 3 clusters Score -843688.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -843730.750000 Penalty: 2626.530273
	Iteration 28Q: 3 clusters Score -843730.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -843771.625000 Penalty: 2626.530273
	Iteration 29Q: 3 clusters Score -843771.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -843804.437500 Penalty: 2626.530273
	Iteration 30Q: 3 clusters Score -843804.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -843830.125000 Penalty: 2626.530273
	Iteration 31Q: 3 clusters Score -843830.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -843864.125000 Penalty: 2626.530273
	Iteration 32Q: 3 clusters Score -843864.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -843891.062500 Penalty: 2626.530273
	Iteration 33Q: 3 clusters Score -843891.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -843911.937500 Penalty: 2626.530273
	Iteration 34Q: 3 clusters Score -843911.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -843931.500000 Penalty: 2626.530273
	Iteration 35Q: 3 clusters Score -843931.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -843952.500000 Penalty: 2626.530273
	Iteration 36Q: 3 clusters Score -843952.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -843967.187500 Penalty: 2626.530273
	Iteration 37Q: 3 clusters Score -843967.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -843978.437500 Penalty: 2626.530273
	Iteration 38Q: 3 clusters Score -843978.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -843986.000000 Penalty: 2626.530273
	Iteration 39Q: 3 clusters Score -843986 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -843994.437500 Penalty: 2626.530273
	Iteration 40F: 3 clusters Score -843994.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -844000.437500 Penalty: 2626.530273
	Iteration 41Q: 3 clusters Score -844000.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -844003.750000 Penalty: 2626.530273
	Iteration 42Q: 3 clusters Score -844003.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -844004.500000 Penalty: 2626.530273
	Iteration 43Q: 3 clusters Score -844004.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -844007.187500 Penalty: 2626.530273
	Iteration 44Q: 3 clusters Score -844007.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -844006.000000 Penalty: 2626.530273
	Iteration 45Q: 3 clusters Score -844006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -844006.375000 Penalty: 2626.530273
	Iteration 46Q: 3 clusters Score -844006.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -844006.500000 Penalty: 2626.530273
	Iteration 47Q: 3 clusters Score -844006.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -844006.500000 Penalty: 2626.530273
	Iteration 48F: 3 clusters Score -844006.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Entering Unmasked Estep 
Score: -2433462.000000 Penalty: 1468.484009
	Iteration 0F: 2 clusters Score -2433462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -2420803.250000 Penalty: 2936.968018
	Iteration 0F: 3 clusters Score -2420803 nChanged 8497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -2425354.750000 Penalty: 2936.968018
	Iteration 1F: 3 clusters Score -2425355 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -2425725.000000 Penalty: 2936.968018
	Iteration 2F: 3 clusters Score -2425725 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -2425999.750000 Penalty: 2936.968018
	Iteration 3Q: 3 clusters Score -2426000 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -2426206.000000 Penalty: 2936.968018
	Iteration 4Q: 3 clusters Score -2426206 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -2426402.250000 Penalty: 2936.968018
	Iteration 5Q: 3 clusters Score -2426402 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -2426593.000000 Penalty: 2936.968018
	Iteration 6Q: 3 clusters Score -2426593 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -2426761.500000 Penalty: 2936.968018
	Iteration 7Q: 3 clusters Score -2426762 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -2426966.500000 Penalty: 2936.968018
	Iteration 8Q: 3 clusters Score -2426966 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -2427260.500000 Penalty: 2936.968018
	Iteration 9Q: 3 clusters Score -2427260 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -2427632.500000 Penalty: 2936.968018
	Iteration 10Q: 3 clusters Score -2427632 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -2428186.250000 Penalty: 2936.968018
	Iteration 11Q: 3 clusters Score -2428186 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -2428854.500000 Penalty: 2936.968018
	Iteration 12F: 3 clusters Score -2428854 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -2429652.750000 Penalty: 2936.968018
	Iteration 13F: 3 clusters Score -2429653 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -2430448.750000 Penalty: 2936.968018
	Iteration 14Q: 3 clusters Score -2430449 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -2431179.750000 Penalty: 2936.968018
	Iteration 15Q: 3 clusters Score -2431180 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -2431651.500000 Penalty: 2936.968018
	Iteration 16Q: 3 clusters Score -2431652 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -2431904.750000 Penalty: 2936.968018
	Iteration 17Q: 3 clusters Score -2431905 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -2432061.750000 Penalty: 2936.968018
	Iteration 18Q: 3 clusters Score -2432062 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -2432135.250000 Penalty: 2936.968018
	Iteration 19Q: 3 clusters Score -2432135 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -2432196.500000 Penalty: 2936.968018
	Iteration 20F: 3 clusters Score -2432196 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -2432234.500000 Penalty: 2936.968018
	Iteration 21Q: 3 clusters Score -2432234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 19057 members 
Entering Unmasked Estep 
Score: -2432241.000000 Penalty: 2936.968018
	Iteration 22Q: 3 clusters Score -2432241 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -2432251.750000 Penalty: 2936.968018
	Iteration 23Q: 3 clusters Score -2432252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
Score: -2432268.750000 Penalty: 2936.968018
	Iteration 24Q: 3 clusters Score -2432269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -2432273.500000 Penalty: 2936.968018
	Iteration 25Q: 3 clusters Score -2432274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -2432287.250000 Penalty: 2936.968018
	Iteration 26Q: 3 clusters Score -2432287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -2432293.000000 Penalty: 2936.968018
	Iteration 27Q: 3 clusters Score -2432293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -2432296.750000 Penalty: 2936.968018
	Iteration 28Q: 3 clusters Score -2432297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -2432300.000000 Penalty: 2936.968018
	Iteration 29Q: 3 clusters Score -2432300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -2432299.250000 Penalty: 2936.968018
	Iteration 30Q: 3 clusters Score -2432299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -2432299.250000 Penalty: 2936.968018
	Iteration 31F: 3 clusters Score -2432299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Entering Unmasked Estep 
Score: -92006.929688 Penalty: 1030.089355
	Iteration 0F: 2 clusters Score -92006.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -90849.242188 Penalty: 2060.178711
	Iteration 0F: 3 clusters Score -90849.24 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -91354.554688 Penalty: 2060.178711
	Iteration 1F: 3 clusters Score -91354.55 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -91536.781250 Penalty: 2060.178711
	Iteration 2F: 3 clusters Score -91536.78 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -91712.593750 Penalty: 2060.178711
	Iteration 3F: 3 clusters Score -91712.59 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -91992.562500 Penalty: 2060.178711
	Iteration 4F: 3 clusters Score -91992.56 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -92080.273438 Penalty: 2060.178711
	Iteration 5Q: 3 clusters Score -92080.27 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -92117.273438 Penalty: 2060.178711
	Iteration 6Q: 3 clusters Score -92117.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -92132.070312 Penalty: 2060.178711
	Iteration 7Q: 3 clusters Score -92132.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -92147.585938 Penalty: 2060.178711
	Iteration 8Q: 3 clusters Score -92147.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -92159.523438 Penalty: 2060.178711
	Iteration 9Q: 3 clusters Score -92159.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -92168.078125 Penalty: 2060.178711
	Iteration 10Q: 3 clusters Score -92168.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -92184.273438 Penalty: 2060.178711
	Iteration 11Q: 3 clusters Score -92184.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -92200.007812 Penalty: 2060.178711
	Iteration 12Q: 3 clusters Score -92200.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -92210.773438 Penalty: 2060.178711
	Iteration 13Q: 3 clusters Score -92210.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -92217.679688 Penalty: 2060.178711
	Iteration 14Q: 3 clusters Score -92217.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -92221.710938 Penalty: 2060.178711
	Iteration 15Q: 3 clusters Score -92221.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -92231.039062 Penalty: 2060.178711
	Iteration 16Q: 3 clusters Score -92231.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -92241.523438 Penalty: 2060.178711
	Iteration 17Q: 3 clusters Score -92241.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -92245.203125 Penalty: 2060.178711
	Iteration 18Q: 3 clusters Score -92245.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -92248.445312 Penalty: 2060.178711
	Iteration 19Q: 3 clusters Score -92248.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -92251.460938 Penalty: 2060.178711
	Iteration 20F: 3 clusters Score -92251.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -92252.398438 Penalty: 2060.178711
	Iteration 21Q: 3 clusters Score -92252.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -92252.398438 Penalty: 2060.178711
	Iteration 22F: 3 clusters Score -92252.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 11763 members 
Mstep: Class 3 contains 1793 members 
Mstep: Class 4 contains 40586 members 
Mstep: Class 5 contains 10078 members 
Mstep: Class 6 contains 38126 members 
Mstep: Class 7 contains 33675 members 
Mstep: Class 8 contains 3903 members 
Mstep: Class 9 contains 7284 members 
Mstep: Class 10 contains 8641 members 
Mstep: Class 11 contains 4839 members 
Mstep: Class 12 contains 21835 members 
Mstep: Class 13 contains 14891 members 
Mstep: Class 14 contains 11359 members 
Mstep: Class 15 contains 1636 members 
Mstep: Class 16 contains 3796 members 
Mstep: Class 17 contains 56096 members 
Mstep: Class 18 contains 35671 members 
Mstep: Class 19 contains 21890 members 
Mstep: Class 20 contains 6807 members 
Mstep: Class 21 contains 19319 members 
Mstep: Class 22 contains 712 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35663 members 
Mstep: Class 25 contains 13786 members 
Mstep: Class 26 contains 5796 members 
Mstep: Class 27 contains 49377 members 
Mstep: Class 28 contains 11152 members 
Mstep: Class 29 contains 65351 members 
Mstep: Class 30 contains 409 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 13254 members 
Mstep: Class 33 contains 1164 members 
Mstep: Class 34 contains 1100 members 
Mstep: Class 35 contains 521 members 
Mstep: Class 36 contains 62492 members 
Mstep: Class 37 contains 686 members 
Mstep: Class 38 contains 33100 members 
Mstep: Class 39 contains 303 members 
Entering Unmasked Estep 
Score: -80980776.000000 Penalty: 77823.304688
Splitting cluster 22 changes total score from -80976040.000000 to -80980776.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 23 (135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Entering Unmasked Estep 
Score: -12916.958984 Penalty: 729.904907
	Iteration 0F: 2 clusters Score -12916.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -12472.668945 Penalty: 1459.809814
	Iteration 0F: 3 clusters Score -12472.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (35663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35663 members 
Entering Unmasked Estep 
Score: -4509801.000000 Penalty: 1559.702148
	Iteration 0F: 2 clusters Score -4509801 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -4486556.500000 Penalty: 3119.404297
	Iteration 0F: 3 clusters Score -4486556 nChanged 16227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -4495582.500000 Penalty: 3119.404297
	Iteration 1F: 3 clusters Score -4495582 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -4496042.000000 Penalty: 3119.404297
	Iteration 2Q: 3 clusters Score -4496042 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -4496467.000000 Penalty: 3119.404297
	Iteration 3Q: 3 clusters Score -4496467 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -4496798.500000 Penalty: 3119.404297
	Iteration 4Q: 3 clusters Score -4496798 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -4497091.000000 Penalty: 3119.404297
	Iteration 5Q: 3 clusters Score -4497091 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -4497397.500000 Penalty: 3119.404297
	Iteration 6Q: 3 clusters Score -4497398 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -4497739.000000 Penalty: 3119.404297
	Iteration 7Q: 3 clusters Score -4497739 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -4498145.500000 Penalty: 3119.404297
	Iteration 8Q: 3 clusters Score -4498146 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22586 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -4498695.000000 Penalty: 3119.404297
	Iteration 9Q: 3 clusters Score -4498695 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -4499600.500000 Penalty: 3119.404297
	Iteration 10Q: 3 clusters Score -4499600 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26066 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -4500878.500000 Penalty: 3119.404297
	Iteration 11F: 3 clusters Score -4500878 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28246 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -4502515.000000 Penalty: 3119.404297
	Iteration 12F: 3 clusters Score -4502515 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30533 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -4504396.500000 Penalty: 3119.404297
	Iteration 13F: 3 clusters Score -4504396 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32478 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -4506007.500000 Penalty: 3119.404297
	Iteration 14F: 3 clusters Score -4506008 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33824 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -4507134.000000 Penalty: 3119.404297
	Iteration 15Q: 3 clusters Score -4507134 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34580 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -4507795.500000 Penalty: 3119.404297
	Iteration 16Q: 3 clusters Score -4507796 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34967 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -4508134.500000 Penalty: 3119.404297
	Iteration 17Q: 3 clusters Score -4508134 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35142 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -4508294.000000 Penalty: 3119.404297
	Iteration 18Q: 3 clusters Score -4508294 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35232 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -4508389.000000 Penalty: 3119.404297
	Iteration 19Q: 3 clusters Score -4508389 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35277 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -4508455.000000 Penalty: 3119.404297
	Iteration 20F: 3 clusters Score -4508455 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35308 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4508483.000000 Penalty: 3119.404297
	Iteration 21Q: 3 clusters Score -4508483 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35325 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -4508515.000000 Penalty: 3119.404297
	Iteration 22Q: 3 clusters Score -4508515 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35329 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -4508536.000000 Penalty: 3119.404297
	Iteration 23Q: 3 clusters Score -4508536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35335 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -4508542.000000 Penalty: 3119.404297
	Iteration 24Q: 3 clusters Score -4508542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35345 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -4508551.500000 Penalty: 3119.404297
	Iteration 25Q: 3 clusters Score -4508552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35352 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -4508559.500000 Penalty: 3119.404297
	Iteration 26Q: 3 clusters Score -4508560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35358 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -4508566.000000 Penalty: 3119.404297
	Iteration 27Q: 3 clusters Score -4508566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35359 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -4508569.000000 Penalty: 3119.404297
	Iteration 28Q: 3 clusters Score -4508569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35361 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -4508571.000000 Penalty: 3119.404297
	Iteration 29Q: 3 clusters Score -4508571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35363 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -4508568.000000 Penalty: 3119.404297
	Iteration 30Q: 3 clusters Score -4508568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35364 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -4508566.000000 Penalty: 3119.404297
	Iteration 31Q: 3 clusters Score -4508566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35364 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -4508566.000000 Penalty: 3119.404297
	Iteration 32F: 3 clusters Score -4508566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Entering Unmasked Estep 
Score: -1669098.375000 Penalty: 1418.273682
	Iteration 0F: 2 clusters Score -1669098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1659902.000000 Penalty: 2836.547363
	Iteration 0F: 3 clusters Score -1659902 nChanged 5898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1663113.125000 Penalty: 2836.547363
	Iteration 1F: 3 clusters Score -1663113 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1663641.375000 Penalty: 2836.547363
	Iteration 2F: 3 clusters Score -1663641 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1664165.875000 Penalty: 2836.547363
	Iteration 3F: 3 clusters Score -1664166 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1664729.375000 Penalty: 2836.547363
	Iteration 4F: 3 clusters Score -1664729 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1665257.250000 Penalty: 2836.547363
	Iteration 5F: 3 clusters Score -1665257 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1665776.875000 Penalty: 2836.547363
	Iteration 6F: 3 clusters Score -1665777 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1666309.000000 Penalty: 2836.547363
	Iteration 7Q: 3 clusters Score -1666309 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1666851.250000 Penalty: 2836.547363
	Iteration 8Q: 3 clusters Score -1666851 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1667226.250000 Penalty: 2836.547363
	Iteration 9Q: 3 clusters Score -1667226 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1667447.000000 Penalty: 2836.547363
	Iteration 10Q: 3 clusters Score -1667447 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1667587.000000 Penalty: 2836.547363
	Iteration 11Q: 3 clusters Score -1667587 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1667668.250000 Penalty: 2836.547363
	Iteration 12Q: 3 clusters Score -1667668 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1667713.875000 Penalty: 2836.547363
	Iteration 13Q: 3 clusters Score -1667714 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1667761.500000 Penalty: 2836.547363
	Iteration 14Q: 3 clusters Score -1667762 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1667788.125000 Penalty: 2836.547363
	Iteration 15Q: 3 clusters Score -1667788 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1667814.500000 Penalty: 2836.547363
	Iteration 16Q: 3 clusters Score -1667814 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1667834.125000 Penalty: 2836.547363
	Iteration 17Q: 3 clusters Score -1667834 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1667858.000000 Penalty: 2836.547363
	Iteration 18Q: 3 clusters Score -1667858 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1667868.375000 Penalty: 2836.547363
	Iteration 19Q: 3 clusters Score -1667868 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1667880.250000 Penalty: 2836.547363
	Iteration 20F: 3 clusters Score -1667880 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1667899.375000 Penalty: 2836.547363
	Iteration 21Q: 3 clusters Score -1667899 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1667909.125000 Penalty: 2836.547363
	Iteration 22Q: 3 clusters Score -1667909 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1667915.375000 Penalty: 2836.547363
	Iteration 23Q: 3 clusters Score -1667915 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1667931.750000 Penalty: 2836.547363
	Iteration 24Q: 3 clusters Score -1667932 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1667942.625000 Penalty: 2836.547363
	Iteration 25Q: 3 clusters Score -1667943 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1667953.750000 Penalty: 2836.547363
	Iteration 26Q: 3 clusters Score -1667954 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1667960.875000 Penalty: 2836.547363
	Iteration 27Q: 3 clusters Score -1667961 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1667960.875000 Penalty: 2836.547363
	Iteration 28Q: 3 clusters Score -1667961 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1667968.750000 Penalty: 2836.547363
	Iteration 29Q: 3 clusters Score -1667969 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1667970.750000 Penalty: 2836.547363
	Iteration 30Q: 3 clusters Score -1667971 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1667971.125000 Penalty: 2836.547363
	Iteration 31Q: 3 clusters Score -1667971 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1667971.875000 Penalty: 2836.547363
	Iteration 32Q: 3 clusters Score -1667972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1667973.000000 Penalty: 2836.547363
	Iteration 33Q: 3 clusters Score -1667973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1667976.250000 Penalty: 2836.547363
	Iteration 34Q: 3 clusters Score -1667976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1667981.250000 Penalty: 2836.547363
	Iteration 35Q: 3 clusters Score -1667981 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1667984.625000 Penalty: 2836.547363
	Iteration 36Q: 3 clusters Score -1667985 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1667985.750000 Penalty: 2836.547363
	Iteration 37Q: 3 clusters Score -1667986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1667989.750000 Penalty: 2836.547363
	Iteration 38Q: 3 clusters Score -1667990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1667989.875000 Penalty: 2836.547363
	Iteration 39Q: 3 clusters Score -1667990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1667988.500000 Penalty: 2836.547363
	Iteration 40F: 3 clusters Score -1667988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1667991.500000 Penalty: 2836.547363
	Iteration 41Q: 3 clusters Score -1667992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1667990.625000 Penalty: 2836.547363
	Iteration 42Q: 3 clusters Score -1667991 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1667995.500000 Penalty: 2836.547363
	Iteration 43Q: 3 clusters Score -1667996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1667999.750000 Penalty: 2836.547363
	Iteration 44Q: 3 clusters Score -1668000 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1667999.250000 Penalty: 2836.547363
	Iteration 45Q: 3 clusters Score -1667999 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1668003.000000 Penalty: 2836.547363
	Iteration 46Q: 3 clusters Score -1668003 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1668007.500000 Penalty: 2836.547363
	Iteration 47Q: 3 clusters Score -1668008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1668008.375000 Penalty: 2836.547363
	Iteration 48Q: 3 clusters Score -1668008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1668008.000000 Penalty: 2836.547363
	Iteration 49Q: 3 clusters Score -1668008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1668007.250000 Penalty: 2836.547363
	Iteration 50Q: 3 clusters Score -1668007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1668008.125000 Penalty: 2836.547363
	Iteration 51Q: 3 clusters Score -1668008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1668007.125000 Penalty: 2836.547363
	Iteration 52Q: 3 clusters Score -1668007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1668006.250000 Penalty: 2836.547363
	Iteration 53Q: 3 clusters Score -1668006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1668006.250000 Penalty: 2836.547363
	Iteration 54F: 3 clusters Score -1668006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Entering Unmasked Estep 
Score: -674905.625000 Penalty: 1289.340698
	Iteration 0F: 2 clusters Score -674905.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -670749.937500 Penalty: 2578.681396
	Iteration 0F: 3 clusters Score -670749.9 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -671998.312500 Penalty: 2578.681396
	Iteration 1F: 3 clusters Score -671998.3 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -672225.562500 Penalty: 2578.681396
	Iteration 2F: 3 clusters Score -672225.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -672370.562500 Penalty: 2578.681396
	Iteration 3F: 3 clusters Score -672370.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -672470.062500 Penalty: 2578.681396
	Iteration 4Q: 3 clusters Score -672470.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -672563.750000 Penalty: 2578.681396
	Iteration 5Q: 3 clusters Score -672563.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -672646.625000 Penalty: 2578.681396
	Iteration 6Q: 3 clusters Score -672646.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -672713.500000 Penalty: 2578.681396
	Iteration 7Q: 3 clusters Score -672713.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -672773.687500 Penalty: 2578.681396
	Iteration 8Q: 3 clusters Score -672773.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -672819.687500 Penalty: 2578.681396
	Iteration 9Q: 3 clusters Score -672819.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -672857.625000 Penalty: 2578.681396
	Iteration 10Q: 3 clusters Score -672857.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -672891.000000 Penalty: 2578.681396
	Iteration 11Q: 3 clusters Score -672891 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -672924.187500 Penalty: 2578.681396
	Iteration 12Q: 3 clusters Score -672924.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -672962.875000 Penalty: 2578.681396
	Iteration 13Q: 3 clusters Score -672962.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -672998.375000 Penalty: 2578.681396
	Iteration 14Q: 3 clusters Score -672998.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -673029.437500 Penalty: 2578.681396
	Iteration 15Q: 3 clusters Score -673029.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -673064.750000 Penalty: 2578.681396
	Iteration 16Q: 3 clusters Score -673064.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -673105.375000 Penalty: 2578.681396
	Iteration 17Q: 3 clusters Score -673105.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -673162.375000 Penalty: 2578.681396
	Iteration 18Q: 3 clusters Score -673162.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -673221.062500 Penalty: 2578.681396
	Iteration 19Q: 3 clusters Score -673221.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -673300.250000 Penalty: 2578.681396
	Iteration 20F: 3 clusters Score -673300.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -673411.500000 Penalty: 2578.681396
	Iteration 21Q: 3 clusters Score -673411.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -673512.812500 Penalty: 2578.681396
	Iteration 22Q: 3 clusters Score -673512.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -673617.000000 Penalty: 2578.681396
	Iteration 23Q: 3 clusters Score -673617 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -673712.562500 Penalty: 2578.681396
	Iteration 24Q: 3 clusters Score -673712.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -673798.812500 Penalty: 2578.681396
	Iteration 25Q: 3 clusters Score -673798.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -673859.000000 Penalty: 2578.681396
	Iteration 26Q: 3 clusters Score -673859 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -673903.687500 Penalty: 2578.681396
	Iteration 27Q: 3 clusters Score -673903.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -673942.000000 Penalty: 2578.681396
	Iteration 28Q: 3 clusters Score -673942 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -673982.375000 Penalty: 2578.681396
	Iteration 29Q: 3 clusters Score -673982.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -674019.687500 Penalty: 2578.681396
	Iteration 30Q: 3 clusters Score -674019.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -674063.625000 Penalty: 2578.681396
	Iteration 31Q: 3 clusters Score -674063.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -674100.812500 Penalty: 2578.681396
	Iteration 32Q: 3 clusters Score -674100.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -674138.437500 Penalty: 2578.681396
	Iteration 33Q: 3 clusters Score -674138.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -674167.062500 Penalty: 2578.681396
	Iteration 34Q: 3 clusters Score -674167.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -674194.375000 Penalty: 2578.681396
	Iteration 35Q: 3 clusters Score -674194.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -674214.250000 Penalty: 2578.681396
	Iteration 36Q: 3 clusters Score -674214.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -674228.875000 Penalty: 2578.681396
	Iteration 37Q: 3 clusters Score -674228.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -674240.125000 Penalty: 2578.681396
	Iteration 38Q: 3 clusters Score -674240.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -674251.750000 Penalty: 2578.681396
	Iteration 39Q: 3 clusters Score -674251.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -674267.625000 Penalty: 2578.681396
	Iteration 40F: 3 clusters Score -674267.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -674279.500000 Penalty: 2578.681396
	Iteration 41Q: 3 clusters Score -674279.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -674288.312500 Penalty: 2578.681396
	Iteration 42Q: 3 clusters Score -674288.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -674292.375000 Penalty: 2578.681396
	Iteration 43Q: 3 clusters Score -674292.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -674299.375000 Penalty: 2578.681396
	Iteration 44Q: 3 clusters Score -674299.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -674299.875000 Penalty: 2578.681396
	Iteration 45Q: 3 clusters Score -674299.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -674302.500000 Penalty: 2578.681396
	Iteration 46Q: 3 clusters Score -674302.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -674309.312500 Penalty: 2578.681396
	Iteration 47Q: 3 clusters Score -674309.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -674314.250000 Penalty: 2578.681396
	Iteration 48Q: 3 clusters Score -674314.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -674315.250000 Penalty: 2578.681396
	Iteration 49Q: 3 clusters Score -674315.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -674315.437500 Penalty: 2578.681396
	Iteration 50Q: 3 clusters Score -674315.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -674317.437500 Penalty: 2578.681396
	Iteration 51Q: 3 clusters Score -674317.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -674320.125000 Penalty: 2578.681396
	Iteration 52Q: 3 clusters Score -674320.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -674327.250000 Penalty: 2578.681396
	Iteration 53Q: 3 clusters Score -674327.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -674330.000000 Penalty: 2578.681396
	Iteration 54Q: 3 clusters Score -674330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -674336.062500 Penalty: 2578.681396
	Iteration 55Q: 3 clusters Score -674336.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -674341.125000 Penalty: 2578.681396
	Iteration 56Q: 3 clusters Score -674341.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -674349.500000 Penalty: 2578.681396
	Iteration 57Q: 3 clusters Score -674349.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -674353.812500 Penalty: 2578.681396
	Iteration 58Q: 3 clusters Score -674353.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -674357.375000 Penalty: 2578.681396
	Iteration 59Q: 3 clusters Score -674357.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -674360.250000 Penalty: 2578.681396
	Iteration 60F: 3 clusters Score -674360.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -674365.625000 Penalty: 2578.681396
	Iteration 61Q: 3 clusters Score -674365.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -674370.750000 Penalty: 2578.681396
	Iteration 62Q: 3 clusters Score -674370.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -674374.125000 Penalty: 2578.681396
	Iteration 63Q: 3 clusters Score -674374.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -674382.437500 Penalty: 2578.681396
	Iteration 64Q: 3 clusters Score -674382.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -674386.062500 Penalty: 2578.681396
	Iteration 65Q: 3 clusters Score -674386.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -674387.250000 Penalty: 2578.681396
	Iteration 66Q: 3 clusters Score -674387.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -674387.000000 Penalty: 2578.681396
	Iteration 67Q: 3 clusters Score -674387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -674389.250000 Penalty: 2578.681396
	Iteration 68Q: 3 clusters Score -674389.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -674390.437500 Penalty: 2578.681396
	Iteration 69Q: 3 clusters Score -674390.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -674392.125000 Penalty: 2578.681396
	Iteration 70Q: 3 clusters Score -674392.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -674394.375000 Penalty: 2578.681396
	Iteration 71Q: 3 clusters Score -674394.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -674395.562500 Penalty: 2578.681396
	Iteration 72Q: 3 clusters Score -674395.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -674396.562500 Penalty: 2578.681396
	Iteration 73Q: 3 clusters Score -674396.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -674397.187500 Penalty: 2578.681396
	Iteration 74Q: 3 clusters Score -674397.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -674397.187500 Penalty: 2578.681396
	Iteration 75F: 3 clusters Score -674397.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (49377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49377 members 
Entering Unmasked Estep 
Score: -6293731.000000 Penalty: 1608.117310
	Iteration 0F: 2 clusters Score -6293731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24642 members 
Mstep: Class 2 contains 24735 members 
Entering Unmasked Estep 
Score: -6262197.500000 Penalty: 3216.234619
	Iteration 0F: 3 clusters Score -6262198 nChanged 22807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24177 members 
Mstep: Class 2 contains 25200 members 
Entering Unmasked Estep 
Score: -6274618.500000 Penalty: 3216.234619
	Iteration 1F: 3 clusters Score -6274618 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 25621 members 
Entering Unmasked Estep 
Score: -6275201.500000 Penalty: 3216.234619
	Iteration 2Q: 3 clusters Score -6275202 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 26190 members 
Entering Unmasked Estep 
Score: -6275804.000000 Penalty: 3216.234619
	Iteration 3Q: 3 clusters Score -6275804 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 27112 members 
Entering Unmasked Estep 
Score: -6276401.500000 Penalty: 3216.234619
	Iteration 4Q: 3 clusters Score -6276402 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20947 members 
Mstep: Class 2 contains 28430 members 
Entering Unmasked Estep 
Score: -6277127.000000 Penalty: 3216.234619
	Iteration 5Q: 3 clusters Score -6277127 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 30259 members 
Entering Unmasked Estep 
Score: -6278090.500000 Penalty: 3216.234619
	Iteration 6Q: 3 clusters Score -6278090 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 32728 members 
Entering Unmasked Estep 
Score: -6279565.000000 Penalty: 3216.234619
	Iteration 7F: 3 clusters Score -6279565 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 35795 members 
Entering Unmasked Estep 
Score: -6281604.000000 Penalty: 3216.234619
	Iteration 8F: 3 clusters Score -6281604 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 39246 members 
Entering Unmasked Estep 
Score: -6284167.000000 Penalty: 3216.234619
	Iteration 9F: 3 clusters Score -6284167 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 42676 members 
Entering Unmasked Estep 
Score: -6286969.500000 Penalty: 3216.234619
	Iteration 10F: 3 clusters Score -6286970 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 45618 members 
Entering Unmasked Estep 
Score: -6289454.500000 Penalty: 3216.234619
	Iteration 11F: 3 clusters Score -6289454 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 47406 members 
Entering Unmasked Estep 
Score: -6290929.000000 Penalty: 3216.234619
	Iteration 12Q: 3 clusters Score -6290929 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 48336 members 
Entering Unmasked Estep 
Score: -6291688.500000 Penalty: 3216.234619
	Iteration 13Q: 3 clusters Score -6291688 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 48747 members 
Entering Unmasked Estep 
Score: -6292091.500000 Penalty: 3216.234619
	Iteration 14Q: 3 clusters Score -6292092 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 48932 members 
Entering Unmasked Estep 
Score: -6292241.000000 Penalty: 3216.234619
	Iteration 15Q: 3 clusters Score -6292241 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 49006 members 
Entering Unmasked Estep 
Score: -6292325.000000 Penalty: 3216.234619
	Iteration 16Q: 3 clusters Score -6292325 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 49034 members 
Entering Unmasked Estep 
Score: -6292380.000000 Penalty: 3216.234619
	Iteration 17Q: 3 clusters Score -6292380 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 49046 members 
Entering Unmasked Estep 
Score: -6292418.000000 Penalty: 3216.234619
	Iteration 18Q: 3 clusters Score -6292418 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 49057 members 
Entering Unmasked Estep 
Score: -6292441.000000 Penalty: 3216.234619
	Iteration 19Q: 3 clusters Score -6292441 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 49066 members 
Entering Unmasked Estep 
Score: -6292475.500000 Penalty: 3216.234619
	Iteration 20F: 3 clusters Score -6292476 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 49075 members 
Entering Unmasked Estep 
Score: -6292478.000000 Penalty: 3216.234619
	Iteration 21Q: 3 clusters Score -6292478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 49075 members 
Entering Unmasked Estep 
Score: -6292492.500000 Penalty: 3216.234619
	Iteration 22Q: 3 clusters Score -6292492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 49077 members 
Entering Unmasked Estep 
Score: -6292503.000000 Penalty: 3216.234619
	Iteration 23Q: 3 clusters Score -6292503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 49078 members 
Entering Unmasked Estep 
Score: -6292503.000000 Penalty: 3216.234619
	Iteration 24Q: 3 clusters Score -6292503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 49081 members 
Entering Unmasked Estep 
Score: -6292507.000000 Penalty: 3216.234619
	Iteration 25Q: 3 clusters Score -6292507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 49080 members 
Entering Unmasked Estep 
Score: -6292511.000000 Penalty: 3216.234619
	Iteration 26Q: 3 clusters Score -6292511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 49081 members 
Entering Unmasked Estep 
Score: -6292517.000000 Penalty: 3216.234619
	Iteration 27Q: 3 clusters Score -6292517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 49082 members 
Entering Unmasked Estep 
Score: -6292515.500000 Penalty: 3216.234619
	Iteration 28Q: 3 clusters Score -6292516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 49081 members 
Entering Unmasked Estep 
Score: -6292513.000000 Penalty: 3216.234619
	Iteration 29Q: 3 clusters Score -6292513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 49081 members 
Entering Unmasked Estep 
Score: -6292513.000000 Penalty: 3216.234619
	Iteration 30F: 3 clusters Score -6292513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (11152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Entering Unmasked Estep 
Score: -1404599.375000 Penalty: 1386.722900
	Iteration 0F: 2 clusters Score -1404599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1397129.250000 Penalty: 2773.445801
	Iteration 0F: 3 clusters Score -1397129 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1399597.500000 Penalty: 2773.445801
	Iteration 1F: 3 clusters Score -1399598 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1399894.125000 Penalty: 2773.445801
	Iteration 2F: 3 clusters Score -1399894 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1400091.375000 Penalty: 2773.445801
	Iteration 3Q: 3 clusters Score -1400091 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1400222.500000 Penalty: 2773.445801
	Iteration 4Q: 3 clusters Score -1400222 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1400322.750000 Penalty: 2773.445801
	Iteration 5Q: 3 clusters Score -1400323 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1400404.500000 Penalty: 2773.445801
	Iteration 6Q: 3 clusters Score -1400404 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1400463.750000 Penalty: 2773.445801
	Iteration 7Q: 3 clusters Score -1400464 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1400527.875000 Penalty: 2773.445801
	Iteration 8Q: 3 clusters Score -1400528 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1400573.875000 Penalty: 2773.445801
	Iteration 9Q: 3 clusters Score -1400574 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1400620.625000 Penalty: 2773.445801
	Iteration 10Q: 3 clusters Score -1400621 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1400656.000000 Penalty: 2773.445801
	Iteration 11Q: 3 clusters Score -1400656 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1400693.500000 Penalty: 2773.445801
	Iteration 12Q: 3 clusters Score -1400694 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1400729.500000 Penalty: 2773.445801
	Iteration 13Q: 3 clusters Score -1400730 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1400781.875000 Penalty: 2773.445801
	Iteration 14Q: 3 clusters Score -1400782 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1400843.375000 Penalty: 2773.445801
	Iteration 15Q: 3 clusters Score -1400843 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1400903.500000 Penalty: 2773.445801
	Iteration 16Q: 3 clusters Score -1400904 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1400951.625000 Penalty: 2773.445801
	Iteration 17Q: 3 clusters Score -1400952 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1401022.500000 Penalty: 2773.445801
	Iteration 18Q: 3 clusters Score -1401022 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1401087.250000 Penalty: 2773.445801
	Iteration 19Q: 3 clusters Score -1401087 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1401182.500000 Penalty: 2773.445801
	Iteration 20F: 3 clusters Score -1401182 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1401304.500000 Penalty: 2773.445801
	Iteration 21Q: 3 clusters Score -1401304 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1401445.500000 Penalty: 2773.445801
	Iteration 22Q: 3 clusters Score -1401446 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1401631.625000 Penalty: 2773.445801
	Iteration 23Q: 3 clusters Score -1401632 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1401885.750000 Penalty: 2773.445801
	Iteration 24Q: 3 clusters Score -1401886 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1402142.750000 Penalty: 2773.445801
	Iteration 25Q: 3 clusters Score -1402143 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1402402.375000 Penalty: 2773.445801
	Iteration 26Q: 3 clusters Score -1402402 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1402648.250000 Penalty: 2773.445801
	Iteration 27Q: 3 clusters Score -1402648 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1402860.750000 Penalty: 2773.445801
	Iteration 28Q: 3 clusters Score -1402861 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1403041.000000 Penalty: 2773.445801
	Iteration 29Q: 3 clusters Score -1403041 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1403176.375000 Penalty: 2773.445801
	Iteration 30Q: 3 clusters Score -1403176 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1403266.250000 Penalty: 2773.445801
	Iteration 31Q: 3 clusters Score -1403266 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1403339.500000 Penalty: 2773.445801
	Iteration 32Q: 3 clusters Score -1403340 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1403386.750000 Penalty: 2773.445801
	Iteration 33Q: 3 clusters Score -1403387 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1403410.750000 Penalty: 2773.445801
	Iteration 34Q: 3 clusters Score -1403411 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1403435.875000 Penalty: 2773.445801
	Iteration 35Q: 3 clusters Score -1403436 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1403463.250000 Penalty: 2773.445801
	Iteration 36Q: 3 clusters Score -1403463 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1403478.875000 Penalty: 2773.445801
	Iteration 37Q: 3 clusters Score -1403479 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1403486.375000 Penalty: 2773.445801
	Iteration 38Q: 3 clusters Score -1403486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1403487.000000 Penalty: 2773.445801
	Iteration 39Q: 3 clusters Score -1403487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1403489.250000 Penalty: 2773.445801
	Iteration 40F: 3 clusters Score -1403489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1403490.000000 Penalty: 2773.445801
	Iteration 41Q: 3 clusters Score -1403490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1403490.625000 Penalty: 2773.445801
	Iteration 42Q: 3 clusters Score -1403491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1403492.500000 Penalty: 2773.445801
	Iteration 43Q: 3 clusters Score -1403492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1403492.750000 Penalty: 2773.445801
	Iteration 44Q: 3 clusters Score -1403493 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1403492.750000 Penalty: 2773.445801
	Iteration 45F: 3 clusters Score -1403493 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (65351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65351 members 
Entering Unmasked Estep 
Score: -8236215.000000 Penalty: 1649.824219
	Iteration 0F: 2 clusters Score -8236215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32548 members 
Mstep: Class 2 contains 32803 members 
Entering Unmasked Estep 
Score: -8195862.500000 Penalty: 3299.648438
	Iteration 0F: 3 clusters Score -8195862 nChanged 30500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31634 members 
Mstep: Class 2 contains 33717 members 
Entering Unmasked Estep 
Score: -8213067.000000 Penalty: 3299.648438
	Iteration 1F: 3 clusters Score -8213067 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30942 members 
Mstep: Class 2 contains 34409 members 
Entering Unmasked Estep 
Score: -8213659.500000 Penalty: 3299.648438
	Iteration 2Q: 3 clusters Score -8213660 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29821 members 
Mstep: Class 2 contains 35530 members 
Entering Unmasked Estep 
Score: -8214456.500000 Penalty: 3299.648438
	Iteration 3Q: 3 clusters Score -8214456 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28113 members 
Mstep: Class 2 contains 37238 members 
Entering Unmasked Estep 
Score: -8215439.500000 Penalty: 3299.648438
	Iteration 4Q: 3 clusters Score -8215440 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25702 members 
Mstep: Class 2 contains 39649 members 
Entering Unmasked Estep 
Score: -8216905.000000 Penalty: 3299.648438
	Iteration 5F: 3 clusters Score -8216905 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 42807 members 
Entering Unmasked Estep 
Score: -8219069.000000 Penalty: 3299.648438
	Iteration 6F: 3 clusters Score -8219069 nChanged 4513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 46666 members 
Entering Unmasked Estep 
Score: -8221965.500000 Penalty: 3299.648438
	Iteration 7F: 3 clusters Score -8221966 nChanged 4619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 50833 members 
Entering Unmasked Estep 
Score: -8225070.000000 Penalty: 3299.648438
	Iteration 8F: 3 clusters Score -8225070 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 54704 members 
Entering Unmasked Estep 
Score: -8228021.000000 Penalty: 3299.648438
	Iteration 9F: 3 clusters Score -8228021 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 57829 members 
Entering Unmasked Estep 
Score: -8230345.500000 Penalty: 3299.648438
	Iteration 10F: 3 clusters Score -8230346 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 60162 members 
Entering Unmasked Estep 
Score: -8232028.000000 Penalty: 3299.648438
	Iteration 11Q: 3 clusters Score -8232028 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 61796 members 
Entering Unmasked Estep 
Score: -8233133.500000 Penalty: 3299.648438
	Iteration 12Q: 3 clusters Score -8233134 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 62851 members 
Entering Unmasked Estep 
Score: -8233745.000000 Penalty: 3299.648438
	Iteration 13Q: 3 clusters Score -8233745 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 63480 members 
Entering Unmasked Estep 
Score: -8234183.000000 Penalty: 3299.648438
	Iteration 14Q: 3 clusters Score -8234183 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 63902 members 
Entering Unmasked Estep 
Score: -8234464.000000 Penalty: 3299.648438
	Iteration 15Q: 3 clusters Score -8234464 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 64149 members 
Entering Unmasked Estep 
Score: -8234637.000000 Penalty: 3299.648438
	Iteration 16Q: 3 clusters Score -8234637 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 64299 members 
Entering Unmasked Estep 
Score: -8234770.000000 Penalty: 3299.648438
	Iteration 17Q: 3 clusters Score -8234770 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 64383 members 
Entering Unmasked Estep 
Score: -8234837.000000 Penalty: 3299.648438
	Iteration 18Q: 3 clusters Score -8234837 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 64443 members 
Entering Unmasked Estep 
Score: -8234885.000000 Penalty: 3299.648438
	Iteration 19Q: 3 clusters Score -8234885 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 64485 members 
Entering Unmasked Estep 
Score: -8234918.000000 Penalty: 3299.648438
	Iteration 20F: 3 clusters Score -8234918 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 64518 members 
Entering Unmasked Estep 
Score: -8234944.000000 Penalty: 3299.648438
	Iteration 21Q: 3 clusters Score -8234944 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 64552 members 
Entering Unmasked Estep 
Score: -8234944.000000 Penalty: 3299.648438
	Iteration 22Q: 3 clusters Score -8234944 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 64572 members 
Entering Unmasked Estep 
Score: -8234959.500000 Penalty: 3299.648438
	Iteration 23Q: 3 clusters Score -8234960 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 64585 members 
Entering Unmasked Estep 
Score: -8234979.000000 Penalty: 3299.648438
	Iteration 24Q: 3 clusters Score -8234979 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 64594 members 
Entering Unmasked Estep 
Score: -8235000.500000 Penalty: 3299.648438
	Iteration 25Q: 3 clusters Score -8235000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 64603 members 
Entering Unmasked Estep 
Score: -8234997.000000 Penalty: 3299.648438
	Iteration 26Q: 3 clusters Score -8234997 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 64610 members 
Entering Unmasked Estep 
Score: -8235005.500000 Penalty: 3299.648438
	Iteration 27Q: 3 clusters Score -8235006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 64620 members 
Entering Unmasked Estep 
Score: -8234996.500000 Penalty: 3299.648438
	Iteration 28Q: 3 clusters Score -8234996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 64623 members 
Entering Unmasked Estep 
Score: -8234997.000000 Penalty: 3299.648438
	Iteration 29Q: 3 clusters Score -8234997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 64626 members 
Entering Unmasked Estep 
Score: -8235007.500000 Penalty: 3299.648438
	Iteration 30Q: 3 clusters Score -8235008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 64629 members 
Entering Unmasked Estep 
Score: -8235010.000000 Penalty: 3299.648438
	Iteration 31Q: 3 clusters Score -8235010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 64633 members 
Entering Unmasked Estep 
Score: -8235013.000000 Penalty: 3299.648438
	Iteration 32Q: 3 clusters Score -8235013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 64633 members 
Entering Unmasked Estep 
Score: -8235013.000000 Penalty: 3299.648438
	Iteration 33F: 3 clusters Score -8235013 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Entering Unmasked Estep 
Score: -25914.224609 Penalty: 894.840820
	Iteration 0F: 2 clusters Score -25914.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -25196.578125 Penalty: 1789.681641
	Iteration 0F: 3 clusters Score -25196.58 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -25556.878906 Penalty: 1789.681641
	Iteration 1F: 3 clusters Score -25556.88 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -25752.958984 Penalty: 1789.681641
	Iteration 2F: 3 clusters Score -25752.96 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -25850.507812 Penalty: 1789.681641
	Iteration 3Q: 3 clusters Score -25850.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -25861.017578 Penalty: 1789.681641
	Iteration 4Q: 3 clusters Score -25861.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -25869.498047 Penalty: 1789.681641
	Iteration 5Q: 3 clusters Score -25869.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -25879.261719 Penalty: 1789.681641
	Iteration 6Q: 3 clusters Score -25879.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -25879.261719 Penalty: 1789.681641
	Iteration 7F: 3 clusters Score -25879.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Entering Unmasked Estep 
Score: -43557.585938 Penalty: 887.380615
	Iteration 0F: 2 clusters Score -43557.59 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 190 members 
Entering Unmasked Estep 
Score: -42787.890625 Penalty: 1774.761230
	Iteration 0F: 3 clusters Score -42787.89 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -42960.605469 Penalty: 1774.761230
	Iteration 1F: 3 clusters Score -42960.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -43027.640625 Penalty: 1774.761230
	Iteration 2Q: 3 clusters Score -43027.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -43054.671875 Penalty: 1774.761230
	Iteration 3Q: 3 clusters Score -43054.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -43068.074219 Penalty: 1774.761230
	Iteration 4Q: 3 clusters Score -43068.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -43080.417969 Penalty: 1774.761230
	Iteration 5Q: 3 clusters Score -43080.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -43090.957031 Penalty: 1774.761230
	Iteration 6Q: 3 clusters Score -43090.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -43092.460938 Penalty: 1774.761230
	Iteration 7Q: 3 clusters Score -43092.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -43092.460938 Penalty: 1774.761230
	Iteration 8F: 3 clusters Score -43092.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (13254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Entering Unmasked Estep 
Score: -1681668.750000 Penalty: 1412.417847
	Iteration 0F: 2 clusters Score -1681669 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1672924.625000 Penalty: 2824.835693
	Iteration 0F: 3 clusters Score -1672925 nChanged 5641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1675833.000000 Penalty: 2824.835693
	Iteration 1F: 3 clusters Score -1675833 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1676198.125000 Penalty: 2824.835693
	Iteration 2F: 3 clusters Score -1676198 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1676475.750000 Penalty: 2824.835693
	Iteration 3F: 3 clusters Score -1676476 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1676663.000000 Penalty: 2824.835693
	Iteration 4Q: 3 clusters Score -1676663 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1676820.125000 Penalty: 2824.835693
	Iteration 5Q: 3 clusters Score -1676820 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1676978.750000 Penalty: 2824.835693
	Iteration 6Q: 3 clusters Score -1676979 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1677109.125000 Penalty: 2824.835693
	Iteration 7Q: 3 clusters Score -1677109 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1677261.375000 Penalty: 2824.835693
	Iteration 8Q: 3 clusters Score -1677261 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1677417.875000 Penalty: 2824.835693
	Iteration 9Q: 3 clusters Score -1677418 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1677590.000000 Penalty: 2824.835693
	Iteration 10Q: 3 clusters Score -1677590 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1677790.125000 Penalty: 2824.835693
	Iteration 11Q: 3 clusters Score -1677790 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1678027.000000 Penalty: 2824.835693
	Iteration 12Q: 3 clusters Score -1678027 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1678325.375000 Penalty: 2824.835693
	Iteration 13Q: 3 clusters Score -1678325 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1678649.625000 Penalty: 2824.835693
	Iteration 14Q: 3 clusters Score -1678650 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1679010.875000 Penalty: 2824.835693
	Iteration 15Q: 3 clusters Score -1679011 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1679379.625000 Penalty: 2824.835693
	Iteration 16Q: 3 clusters Score -1679380 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1679733.000000 Penalty: 2824.835693
	Iteration 17Q: 3 clusters Score -1679733 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1679995.500000 Penalty: 2824.835693
	Iteration 18Q: 3 clusters Score -1679996 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1680186.750000 Penalty: 2824.835693
	Iteration 19Q: 3 clusters Score -1680187 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1680316.250000 Penalty: 2824.835693
	Iteration 20F: 3 clusters Score -1680316 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1680389.000000 Penalty: 2824.835693
	Iteration 21Q: 3 clusters Score -1680389 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1680428.375000 Penalty: 2824.835693
	Iteration 22Q: 3 clusters Score -1680428 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1680465.875000 Penalty: 2824.835693
	Iteration 23Q: 3 clusters Score -1680466 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1680494.625000 Penalty: 2824.835693
	Iteration 24Q: 3 clusters Score -1680495 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1680511.375000 Penalty: 2824.835693
	Iteration 25Q: 3 clusters Score -1680511 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1680522.125000 Penalty: 2824.835693
	Iteration 26Q: 3 clusters Score -1680522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1680534.250000 Penalty: 2824.835693
	Iteration 27Q: 3 clusters Score -1680534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1680551.625000 Penalty: 2824.835693
	Iteration 28Q: 3 clusters Score -1680552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1680556.875000 Penalty: 2824.835693
	Iteration 29Q: 3 clusters Score -1680557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1680559.625000 Penalty: 2824.835693
	Iteration 30Q: 3 clusters Score -1680560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1680559.750000 Penalty: 2824.835693
	Iteration 31Q: 3 clusters Score -1680560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1680559.625000 Penalty: 2824.835693
	Iteration 32Q: 3 clusters Score -1680560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1680559.625000 Penalty: 2824.835693
	Iteration 33F: 3 clusters Score -1680560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Entering Unmasked Estep 
Score: -137924.843750 Penalty: 1050.471069
	Iteration 0F: 2 clusters Score -137924.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -136539.984375 Penalty: 2100.942139
	Iteration 0F: 3 clusters Score -136540 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -136849.531250 Penalty: 2100.942139
	Iteration 1F: 3 clusters Score -136849.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -136947.171875 Penalty: 2100.942139
	Iteration 2F: 3 clusters Score -136947.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -136995.062500 Penalty: 2100.942139
	Iteration 3Q: 3 clusters Score -136995.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -137008.171875 Penalty: 2100.942139
	Iteration 4Q: 3 clusters Score -137008.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -137016.828125 Penalty: 2100.942139
	Iteration 5Q: 3 clusters Score -137016.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -137022.890625 Penalty: 2100.942139
	Iteration 6Q: 3 clusters Score -137022.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -137031.140625 Penalty: 2100.942139
	Iteration 7Q: 3 clusters Score -137031.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -137032.546875 Penalty: 2100.942139
	Iteration 8Q: 3 clusters Score -137032.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -137033.468750 Penalty: 2100.942139
	Iteration 9Q: 3 clusters Score -137033.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -137033.468750 Penalty: 2100.942139
	Iteration 10F: 3 clusters Score -137033.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Entering Unmasked Estep 
Score: -124980.070312 Penalty: 1042.056152
	Iteration 0F: 2 clusters Score -124980.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -123662.390625 Penalty: 2084.112305
	Iteration 0F: 3 clusters Score -123662.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -123956.132812 Penalty: 2084.112305
	Iteration 1F: 3 clusters Score -123956.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -124050.656250 Penalty: 2084.112305
	Iteration 2F: 3 clusters Score -124050.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -124095.226562 Penalty: 2084.112305
	Iteration 3Q: 3 clusters Score -124095.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -124113.625000 Penalty: 2084.112305
	Iteration 4Q: 3 clusters Score -124113.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -124128.398438 Penalty: 2084.112305
	Iteration 5Q: 3 clusters Score -124128.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -124141.632812 Penalty: 2084.112305
	Iteration 6Q: 3 clusters Score -124141.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -124151.226562 Penalty: 2084.112305
	Iteration 7Q: 3 clusters Score -124151.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -124168.039062 Penalty: 2084.112305
	Iteration 8Q: 3 clusters Score -124168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -124180.421875 Penalty: 2084.112305
	Iteration 9Q: 3 clusters Score -124180.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -124187.734375 Penalty: 2084.112305
	Iteration 10Q: 3 clusters Score -124187.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -124192.625000 Penalty: 2084.112305
	Iteration 11Q: 3 clusters Score -124192.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -124197.664062 Penalty: 2084.112305
	Iteration 12Q: 3 clusters Score -124197.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -124203.054688 Penalty: 2084.112305
	Iteration 13Q: 3 clusters Score -124203.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -124209.218750 Penalty: 2084.112305
	Iteration 14Q: 3 clusters Score -124209.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -124213.000000 Penalty: 2084.112305
	Iteration 15Q: 3 clusters Score -124213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -124215.125000 Penalty: 2084.112305
	Iteration 16Q: 3 clusters Score -124215.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -124217.398438 Penalty: 2084.112305
	Iteration 17Q: 3 clusters Score -124217.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -124223.031250 Penalty: 2084.112305
	Iteration 18Q: 3 clusters Score -124223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -124228.000000 Penalty: 2084.112305
	Iteration 19Q: 3 clusters Score -124228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -124234.398438 Penalty: 2084.112305
	Iteration 20F: 3 clusters Score -124234.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -124239.468750 Penalty: 2084.112305
	Iteration 21Q: 3 clusters Score -124239.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -124242.656250 Penalty: 2084.112305
	Iteration 22Q: 3 clusters Score -124242.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -124246.406250 Penalty: 2084.112305
	Iteration 23Q: 3 clusters Score -124246.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -124247.273438 Penalty: 2084.112305
	Iteration 24Q: 3 clusters Score -124247.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -124247.273438 Penalty: 2084.112305
	Iteration 25F: 3 clusters Score -124247.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Entering Unmasked Estep 
Score: -46938.210938 Penalty: 930.855652
	Iteration 0F: 2 clusters Score -46938.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -46038.558594 Penalty: 1861.711304
	Iteration 0F: 3 clusters Score -46038.56 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -46306.019531 Penalty: 1861.711304
	Iteration 1F: 3 clusters Score -46306.02 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -46406.695312 Penalty: 1861.711304
	Iteration 2F: 3 clusters Score -46406.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -46464.757812 Penalty: 1861.711304
	Iteration 3Q: 3 clusters Score -46464.76 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -46540.359375 Penalty: 1861.711304
	Iteration 4Q: 3 clusters Score -46540.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -46598.746094 Penalty: 1861.711304
	Iteration 5Q: 3 clusters Score -46598.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -46654.175781 Penalty: 1861.711304
	Iteration 6Q: 3 clusters Score -46654.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -46711.472656 Penalty: 1861.711304
	Iteration 7Q: 3 clusters Score -46711.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -46763.289062 Penalty: 1861.711304
	Iteration 8Q: 3 clusters Score -46763.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -46786.113281 Penalty: 1861.711304
	Iteration 9Q: 3 clusters Score -46786.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -46791.976562 Penalty: 1861.711304
	Iteration 10Q: 3 clusters Score -46791.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -46798.515625 Penalty: 1861.711304
	Iteration 11Q: 3 clusters Score -46798.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -46801.800781 Penalty: 1861.711304
	Iteration 12Q: 3 clusters Score -46801.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -46801.800781 Penalty: 1861.711304
	Iteration 13F: 3 clusters Score -46801.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (62492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62492 members 
Entering Unmasked Estep 
Score: -7972908.000000 Penalty: 1643.167847
	Iteration 0F: 2 clusters Score -7972908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31087 members 
Mstep: Class 2 contains 31405 members 
Entering Unmasked Estep 
Score: -7934222.500000 Penalty: 3286.335693
	Iteration 0F: 3 clusters Score -7934222 nChanged 29037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29828 members 
Mstep: Class 2 contains 32664 members 
Entering Unmasked Estep 
Score: -7950643.000000 Penalty: 3286.335693
	Iteration 1F: 3 clusters Score -7950643 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29255 members 
Mstep: Class 2 contains 33237 members 
Entering Unmasked Estep 
Score: -7951287.000000 Penalty: 3286.335693
	Iteration 2Q: 3 clusters Score -7951287 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28402 members 
Mstep: Class 2 contains 34090 members 
Entering Unmasked Estep 
Score: -7952177.000000 Penalty: 3286.335693
	Iteration 3Q: 3 clusters Score -7952177 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27190 members 
Mstep: Class 2 contains 35302 members 
Entering Unmasked Estep 
Score: -7953192.000000 Penalty: 3286.335693
	Iteration 4Q: 3 clusters Score -7953192 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25509 members 
Mstep: Class 2 contains 36983 members 
Entering Unmasked Estep 
Score: -7954474.000000 Penalty: 3286.335693
	Iteration 5Q: 3 clusters Score -7954474 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 39277 members 
Entering Unmasked Estep 
Score: -7956147.000000 Penalty: 3286.335693
	Iteration 6F: 3 clusters Score -7956147 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 42198 members 
Entering Unmasked Estep 
Score: -7958208.000000 Penalty: 3286.335693
	Iteration 7F: 3 clusters Score -7958208 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 45732 members 
Entering Unmasked Estep 
Score: -7960736.500000 Penalty: 3286.335693
	Iteration 8F: 3 clusters Score -7960736 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 49444 members 
Entering Unmasked Estep 
Score: -7963462.500000 Penalty: 3286.335693
	Iteration 9F: 3 clusters Score -7963462 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 52829 members 
Entering Unmasked Estep 
Score: -7965861.000000 Penalty: 3286.335693
	Iteration 10F: 3 clusters Score -7965861 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 55515 members 
Entering Unmasked Estep 
Score: -7967753.500000 Penalty: 3286.335693
	Iteration 11Q: 3 clusters Score -7967754 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 57428 members 
Entering Unmasked Estep 
Score: -7969193.000000 Penalty: 3286.335693
	Iteration 12Q: 3 clusters Score -7969193 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 58664 members 
Entering Unmasked Estep 
Score: -7970031.000000 Penalty: 3286.335693
	Iteration 13Q: 3 clusters Score -7970031 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 59509 members 
Entering Unmasked Estep 
Score: -7970630.000000 Penalty: 3286.335693
	Iteration 14Q: 3 clusters Score -7970630 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 60047 members 
Entering Unmasked Estep 
Score: -7971053.500000 Penalty: 3286.335693
	Iteration 15Q: 3 clusters Score -7971054 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 60415 members 
Entering Unmasked Estep 
Score: -7971317.500000 Penalty: 3286.335693
	Iteration 16Q: 3 clusters Score -7971318 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 60628 members 
Entering Unmasked Estep 
Score: -7971499.500000 Penalty: 3286.335693
	Iteration 17Q: 3 clusters Score -7971500 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 60793 members 
Entering Unmasked Estep 
Score: -7971656.500000 Penalty: 3286.335693
	Iteration 18Q: 3 clusters Score -7971656 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 60889 members 
Entering Unmasked Estep 
Score: -7971759.500000 Penalty: 3286.335693
	Iteration 19Q: 3 clusters Score -7971760 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 60961 members 
Entering Unmasked Estep 
Score: -7971881.000000 Penalty: 3286.335693
	Iteration 20F: 3 clusters Score -7971881 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 60998 members 
Entering Unmasked Estep 
Score: -7971954.000000 Penalty: 3286.335693
	Iteration 21Q: 3 clusters Score -7971954 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 61030 members 
Entering Unmasked Estep 
Score: -7971999.500000 Penalty: 3286.335693
	Iteration 22Q: 3 clusters Score -7972000 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 61051 members 
Entering Unmasked Estep 
Score: -7972040.000000 Penalty: 3286.335693
	Iteration 23Q: 3 clusters Score -7972040 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 61059 members 
Entering Unmasked Estep 
Score: -7972064.500000 Penalty: 3286.335693
	Iteration 24Q: 3 clusters Score -7972064 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 61069 members 
Entering Unmasked Estep 
Score: -7972076.000000 Penalty: 3286.335693
	Iteration 25Q: 3 clusters Score -7972076 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 61066 members 
Entering Unmasked Estep 
Score: -7972081.500000 Penalty: 3286.335693
	Iteration 26Q: 3 clusters Score -7972082 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 61070 members 
Entering Unmasked Estep 
Score: -7972096.000000 Penalty: 3286.335693
	Iteration 27Q: 3 clusters Score -7972096 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 61075 members 
Entering Unmasked Estep 
Score: -7972101.000000 Penalty: 3286.335693
	Iteration 28Q: 3 clusters Score -7972101 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 61074 members 
Entering Unmasked Estep 
Score: -7972111.500000 Penalty: 3286.335693
	Iteration 29Q: 3 clusters Score -7972112 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 61078 members 
Entering Unmasked Estep 
Score: -7972131.000000 Penalty: 3286.335693
	Iteration 30Q: 3 clusters Score -7972131 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 61074 members 
Entering Unmasked Estep 
Score: -7972134.500000 Penalty: 3286.335693
	Iteration 31Q: 3 clusters Score -7972134 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 61068 members 
Entering Unmasked Estep 
Score: -7972153.000000 Penalty: 3286.335693
	Iteration 32Q: 3 clusters Score -7972153 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 61068 members 
Entering Unmasked Estep 
Score: -7972162.000000 Penalty: 3286.335693
	Iteration 33Q: 3 clusters Score -7972162 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 61074 members 
Entering Unmasked Estep 
Score: -7972169.500000 Penalty: 3286.335693
	Iteration 34Q: 3 clusters Score -7972170 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 61079 members 
Entering Unmasked Estep 
Score: -7972173.500000 Penalty: 3286.335693
	Iteration 35Q: 3 clusters Score -7972174 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 61083 members 
Entering Unmasked Estep 
Score: -7972190.000000 Penalty: 3286.335693
	Iteration 36Q: 3 clusters Score -7972190 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 61091 members 
Entering Unmasked Estep 
Score: -7972206.500000 Penalty: 3286.335693
	Iteration 37Q: 3 clusters Score -7972206 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 61101 members 
Entering Unmasked Estep 
Score: -7972213.500000 Penalty: 3286.335693
	Iteration 38Q: 3 clusters Score -7972214 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 61096 members 
Entering Unmasked Estep 
Score: -7972213.000000 Penalty: 3286.335693
	Iteration 39Q: 3 clusters Score -7972213 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 61102 members 
Entering Unmasked Estep 
Score: -7972218.500000 Penalty: 3286.335693
	Iteration 40F: 3 clusters Score -7972218 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 61110 members 
Entering Unmasked Estep 
Score: -7972221.000000 Penalty: 3286.335693
	Iteration 41Q: 3 clusters Score -7972221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 61113 members 
Entering Unmasked Estep 
Score: -7972227.000000 Penalty: 3286.335693
	Iteration 42Q: 3 clusters Score -7972227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 61111 members 
Entering Unmasked Estep 
Score: -7972223.000000 Penalty: 3286.335693
	Iteration 43Q: 3 clusters Score -7972223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 61111 members 
Entering Unmasked Estep 
Score: -7972219.500000 Penalty: 3286.335693
	Iteration 44Q: 3 clusters Score -7972220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 61110 members 
Entering Unmasked Estep 
Score: -7972226.500000 Penalty: 3286.335693
	Iteration 45Q: 3 clusters Score -7972226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 61108 members 
Entering Unmasked Estep 
Score: -7972224.000000 Penalty: 3286.335693
	Iteration 46Q: 3 clusters Score -7972224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 61108 members 
Entering Unmasked Estep 
Score: -7972228.500000 Penalty: 3286.335693
	Iteration 47Q: 3 clusters Score -7972228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 61111 members 
Entering Unmasked Estep 
Score: -7972235.500000 Penalty: 3286.335693
	Iteration 48Q: 3 clusters Score -7972236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 61107 members 
Entering Unmasked Estep 
Score: -7972233.500000 Penalty: 3286.335693
	Iteration 49Q: 3 clusters Score -7972234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 61108 members 
Entering Unmasked Estep 
Score: -7972229.000000 Penalty: 3286.335693
	Iteration 50Q: 3 clusters Score -7972229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 61109 members 
Entering Unmasked Estep 
Score: -7972237.000000 Penalty: 3286.335693
	Iteration 51Q: 3 clusters Score -7972237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 61112 members 
Entering Unmasked Estep 
Score: -7972240.500000 Penalty: 3286.335693
	Iteration 52Q: 3 clusters Score -7972240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 61113 members 
Entering Unmasked Estep 
Score: -7972238.000000 Penalty: 3286.335693
	Iteration 53Q: 3 clusters Score -7972238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 61113 members 
Entering Unmasked Estep 
Score: -7972238.000000 Penalty: 3286.335693
	Iteration 54F: 3 clusters Score -7972238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Entering Unmasked Estep 
Score: -49708.347656 Penalty: 971.794617
	Iteration 0F: 2 clusters Score -49708.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -48731.425781 Penalty: 1943.589233
	Iteration 0F: 3 clusters Score -48731.43 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -49361.808594 Penalty: 1943.589233
	Iteration 1F: 3 clusters Score -49361.81 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -49764.945312 Penalty: 1943.589233
	Iteration 2F: 3 clusters Score -49764.95 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -49935.343750 Penalty: 1943.589233
	Iteration 3F: 3 clusters Score -49935.34 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -50088.738281 Penalty: 1943.589233
	Iteration 4Q: 3 clusters Score -50088.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -50157.460938 Penalty: 1943.589233
	Iteration 5Q: 3 clusters Score -50157.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -50227.609375 Penalty: 1943.589233
	Iteration 6Q: 3 clusters Score -50227.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -50275.414062 Penalty: 1943.589233
	Iteration 7Q: 3 clusters Score -50275.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -50318.558594 Penalty: 1943.589233
	Iteration 8Q: 3 clusters Score -50318.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -50369.730469 Penalty: 1943.589233
	Iteration 9Q: 3 clusters Score -50369.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -50409.691406 Penalty: 1943.589233
	Iteration 10Q: 3 clusters Score -50409.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -50427.312500 Penalty: 1943.589233
	Iteration 11Q: 3 clusters Score -50427.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -50437.027344 Penalty: 1943.589233
	Iteration 12Q: 3 clusters Score -50437.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -50456.703125 Penalty: 1943.589233
	Iteration 13Q: 3 clusters Score -50456.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -50471.707031 Penalty: 1943.589233
	Iteration 14Q: 3 clusters Score -50471.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -50474.480469 Penalty: 1943.589233
	Iteration 15Q: 3 clusters Score -50474.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -50478.089844 Penalty: 1943.589233
	Iteration 16Q: 3 clusters Score -50478.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -50483.125000 Penalty: 1943.589233
	Iteration 17Q: 3 clusters Score -50483.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -50485.328125 Penalty: 1943.589233
	Iteration 18Q: 3 clusters Score -50485.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -50487.238281 Penalty: 1943.589233
	Iteration 19F: 3 clusters Score -50487.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -50494.578125 Penalty: 1943.589233
	Iteration 20F: 3 clusters Score -50494.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -50512.179688 Penalty: 1943.589233
	Iteration 21Q: 3 clusters Score -50512.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -50600.843750 Penalty: 1943.589233
	Iteration 22Q: 3 clusters Score -50600.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -50708.222656 Penalty: 1943.589233
	Iteration 23Q: 3 clusters Score -50708.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -50745.324219 Penalty: 1943.589233
	Iteration 24Q: 3 clusters Score -50745.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -50759.000000 Penalty: 1943.589233
	Iteration 25Q: 3 clusters Score -50759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -50759.000000 Penalty: 1943.589233
	Iteration 26F: 3 clusters Score -50759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 11763 members 
Mstep: Class 3 contains 1793 members 
Mstep: Class 4 contains 40586 members 
Mstep: Class 5 contains 10078 members 
Mstep: Class 6 contains 38126 members 
Mstep: Class 7 contains 33675 members 
Mstep: Class 8 contains 3903 members 
Mstep: Class 9 contains 7284 members 
Mstep: Class 10 contains 8641 members 
Mstep: Class 11 contains 4839 members 
Mstep: Class 12 contains 21835 members 
Mstep: Class 13 contains 14891 members 
Mstep: Class 14 contains 11359 members 
Mstep: Class 15 contains 1636 members 
Mstep: Class 16 contains 3796 members 
Mstep: Class 17 contains 56096 members 
Mstep: Class 18 contains 35671 members 
Mstep: Class 19 contains 21890 members 
Mstep: Class 20 contains 6807 members 
Mstep: Class 21 contains 19319 members 
Mstep: Class 22 contains 712 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35663 members 
Mstep: Class 25 contains 13786 members 
Mstep: Class 26 contains 5796 members 
Mstep: Class 27 contains 49377 members 
Mstep: Class 28 contains 11152 members 
Mstep: Class 29 contains 65351 members 
Mstep: Class 30 contains 409 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 13254 members 
Mstep: Class 33 contains 1164 members 
Mstep: Class 34 contains 1100 members 
Mstep: Class 35 contains 521 members 
Mstep: Class 36 contains 62492 members 
Mstep: Class 37 contains 418 members 
Mstep: Class 38 contains 33100 members 
Mstep: Class 39 contains 303 members 
Mstep: Class 40 contains 268 members 
Entering Unmasked Estep 
Score: -80980760.000000 Penalty: 79818.773438
Splitting cluster 37 changes total score from -80976040.000000 to -80980760.000000
So it's getting split into cluster 40.
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 11763 members 
Mstep: Class 3 contains 1793 members 
Mstep: Class 4 contains 40586 members 
Mstep: Class 5 contains 10078 members 
Mstep: Class 6 contains 38126 members 
Mstep: Class 7 contains 33675 members 
Mstep: Class 8 contains 3903 members 
Mstep: Class 9 contains 7284 members 
Mstep: Class 10 contains 8641 members 
Mstep: Class 11 contains 4839 members 
Mstep: Class 12 contains 21835 members 
Mstep: Class 13 contains 14891 members 
Mstep: Class 14 contains 11359 members 
Mstep: Class 15 contains 1636 members 
Mstep: Class 16 contains 3796 members 
Mstep: Class 17 contains 56096 members 
Mstep: Class 18 contains 35671 members 
Mstep: Class 19 contains 21890 members 
Mstep: Class 20 contains 6807 members 
Mstep: Class 21 contains 19319 members 
Mstep: Class 22 contains 712 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35663 members 
Mstep: Class 25 contains 13786 members 
Mstep: Class 26 contains 5796 members 
Mstep: Class 27 contains 49377 members 
Mstep: Class 28 contains 11152 members 
Mstep: Class 29 contains 65351 members 
Mstep: Class 30 contains 409 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 13254 members 
Mstep: Class 33 contains 1164 members 
Mstep: Class 34 contains 1100 members 
Mstep: Class 35 contains 521 members 
Mstep: Class 36 contains 62492 members 
Mstep: Class 37 contains 418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80983776.000000 Penalty: 79818.773438
Iteration 119Q: 41 clusters Score -8.098378e+07 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 11841 members 
Mstep: Class 3 contains 1791 members 
Mstep: Class 4 contains 40582 members 
Mstep: Class 5 contains 10071 members 
Mstep: Class 6 contains 38126 members 
Mstep: Class 7 contains 33914 members 
Mstep: Class 8 contains 3905 members 
Mstep: Class 9 contains 7279 members 
Mstep: Class 10 contains 8642 members 
Mstep: Class 11 contains 4841 members 
Mstep: Class 12 contains 21850 members 
Mstep: Class 13 contains 15008 members 
Mstep: Class 14 contains 11420 members 
Mstep: Class 15 contains 1636 members 
Mstep: Class 16 contains 3795 members 
Mstep: Class 17 contains 55906 members 
Mstep: Class 18 contains 36074 members 
Mstep: Class 19 contains 21918 members 
Mstep: Class 20 contains 6815 members 
Mstep: Class 21 contains 19518 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35689 members 
Mstep: Class 25 contains 13734 members 
Mstep: Class 26 contains 5796 members 
Mstep: Class 27 contains 49447 members 
Mstep: Class 28 contains 11211 members 
Mstep: Class 29 contains 65305 members 
Mstep: Class 30 contains 414 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 13907 members 
Mstep: Class 33 contains 1166 members 
Mstep: Class 34 contains 1100 members 
Mstep: Class 35 contains 521 members 
Mstep: Class 36 contains 62681 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 31213 members 
Mstep: Class 39 contains 303 members 
Mstep: Class 40 contains 267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80985776.000000 Penalty: 79818.773438
Iteration 120F: 41 clusters Score -8.098578e+07 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 11844 members 
Mstep: Class 3 contains 1788 members 
Mstep: Class 4 contains 40553 members 
Mstep: Class 5 contains 10068 members 
Mstep: Class 6 contains 38130 members 
Mstep: Class 7 contains 33580 members 
Mstep: Class 8 contains 3904 members 
Mstep: Class 9 contains 7275 members 
Mstep: Class 10 contains 8642 members 
Mstep: Class 11 contains 4843 members 
Mstep: Class 12 contains 21838 members 
Mstep: Class 13 contains 14968 members 
Mstep: Class 14 contains 11376 members 
Mstep: Class 15 contains 1637 members 
Mstep: Class 16 contains 3796 members 
Mstep: Class 17 contains 55728 members 
Mstep: Class 18 contains 36129 members 
Mstep: Class 19 contains 21902 members 
Mstep: Class 20 contains 6820 members 
Mstep: Class 21 contains 19529 members 
Mstep: Class 22 contains 711 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35686 members 
Mstep: Class 25 contains 13696 members 
Mstep: Class 26 contains 5795 members 
Mstep: Class 27 contains 49488 members 
Mstep: Class 28 contains 11177 members 
Mstep: Class 29 contains 65273 members 
Mstep: Class 30 contains 411 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 14300 members 
Mstep: Class 33 contains 1167 members 
Mstep: Class 34 contains 1100 members 
Mstep: Class 35 contains 517 members 
Mstep: Class 36 contains 62833 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 31143 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80986360.000000 Penalty: 79818.773438
Iteration 121Q: 41 clusters Score -8.098636e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 11842 members 
Mstep: Class 3 contains 1787 members 
Mstep: Class 4 contains 40532 members 
Mstep: Class 5 contains 10071 members 
Mstep: Class 6 contains 38134 members 
Mstep: Class 7 contains 33346 members 
Mstep: Class 8 contains 3906 members 
Mstep: Class 9 contains 7268 members 
Mstep: Class 10 contains 8642 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 21826 members 
Mstep: Class 13 contains 14952 members 
Mstep: Class 14 contains 11367 members 
Mstep: Class 15 contains 1638 members 
Mstep: Class 16 contains 3796 members 
Mstep: Class 17 contains 55566 members 
Mstep: Class 18 contains 36132 members 
Mstep: Class 19 contains 21900 members 
Mstep: Class 20 contains 6831 members 
Mstep: Class 21 contains 19529 members 
Mstep: Class 22 contains 713 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35676 members 
Mstep: Class 25 contains 13708 members 
Mstep: Class 26 contains 5791 members 
Mstep: Class 27 contains 49553 members 
Mstep: Class 28 contains 11161 members 
Mstep: Class 29 contains 65228 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 14567 members 
Mstep: Class 33 contains 1167 members 
Mstep: Class 34 contains 1100 members 
Mstep: Class 35 contains 515 members 
Mstep: Class 36 contains 62977 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 31002 members 
Mstep: Class 39 contains 312 members 
Mstep: Class 40 contains 266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80986528.000000 Penalty: 79818.773438
Iteration 122Q: 41 clusters Score -8.098653e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 11849 members 
Mstep: Class 3 contains 1785 members 
Mstep: Class 4 contains 40519 members 
Mstep: Class 5 contains 10070 members 
Mstep: Class 6 contains 38141 members 
Mstep: Class 7 contains 33145 members 
Mstep: Class 8 contains 3912 members 
Mstep: Class 9 contains 7263 members 
Mstep: Class 10 contains 8636 members 
Mstep: Class 11 contains 4847 members 
Mstep: Class 12 contains 21817 members 
Mstep: Class 13 contains 14950 members 
Mstep: Class 14 contains 11353 members 
Mstep: Class 15 contains 1638 members 
Mstep: Class 16 contains 3800 members 
Mstep: Class 17 contains 55399 members 
Mstep: Class 18 contains 36148 members 
Mstep: Class 19 contains 21897 members 
Mstep: Class 20 contains 6837 members 
Mstep: Class 21 contains 19525 members 
Mstep: Class 22 contains 714 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35676 members 
Mstep: Class 25 contains 13709 members 
Mstep: Class 26 contains 5793 members 
Mstep: Class 27 contains 49620 members 
Mstep: Class 28 contains 11151 members 
Mstep: Class 29 contains 65202 members 
Mstep: Class 30 contains 409 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 14722 members 
Mstep: Class 33 contains 1168 members 
Mstep: Class 34 contains 1100 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 63115 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 30907 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80986664.000000 Penalty: 79818.773438
Iteration 123Q: 41 clusters Score -8.098666e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 11850 members 
Mstep: Class 3 contains 1784 members 
Mstep: Class 4 contains 40519 members 
Mstep: Class 5 contains 10069 members 
Mstep: Class 6 contains 38146 members 
Mstep: Class 7 contains 33002 members 
Mstep: Class 8 contains 3916 members 
Mstep: Class 9 contains 7255 members 
Mstep: Class 10 contains 8635 members 
Mstep: Class 11 contains 4848 members 
Mstep: Class 12 contains 21815 members 
Mstep: Class 13 contains 14953 members 
Mstep: Class 14 contains 11350 members 
Mstep: Class 15 contains 1638 members 
Mstep: Class 16 contains 3801 members 
Mstep: Class 17 contains 55220 members 
Mstep: Class 18 contains 36164 members 
Mstep: Class 19 contains 21897 members 
Mstep: Class 20 contains 6841 members 
Mstep: Class 21 contains 19526 members 
Mstep: Class 22 contains 716 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35676 members 
Mstep: Class 25 contains 13713 members 
Mstep: Class 26 contains 5795 members 
Mstep: Class 27 contains 49692 members 
Mstep: Class 28 contains 11141 members 
Mstep: Class 29 contains 65197 members 
Mstep: Class 30 contains 409 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 14835 members 
Mstep: Class 33 contains 1170 members 
Mstep: Class 34 contains 1099 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 63231 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 30819 members 
Mstep: Class 39 contains 309 members 
Mstep: Class 40 contains 266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80986488.000000 Penalty: 79818.773438
Iteration 124Q: 41 clusters Score -8.098649e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 11847 members 
Mstep: Class 3 contains 1784 members 
Mstep: Class 4 contains 40511 members 
Mstep: Class 5 contains 10071 members 
Mstep: Class 6 contains 38150 members 
Mstep: Class 7 contains 32887 members 
Mstep: Class 8 contains 3921 members 
Mstep: Class 9 contains 7244 members 
Mstep: Class 10 contains 8634 members 
Mstep: Class 11 contains 4847 members 
Mstep: Class 12 contains 21814 members 
Mstep: Class 13 contains 14945 members 
Mstep: Class 14 contains 11344 members 
Mstep: Class 15 contains 1639 members 
Mstep: Class 16 contains 3803 members 
Mstep: Class 17 contains 55095 members 
Mstep: Class 18 contains 36187 members 
Mstep: Class 19 contains 21896 members 
Mstep: Class 20 contains 6848 members 
Mstep: Class 21 contains 19523 members 
Mstep: Class 22 contains 720 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35671 members 
Mstep: Class 25 contains 13724 members 
Mstep: Class 26 contains 5798 members 
Mstep: Class 27 contains 49763 members 
Mstep: Class 28 contains 11132 members 
Mstep: Class 29 contains 65158 members 
Mstep: Class 30 contains 409 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 14912 members 
Mstep: Class 33 contains 1171 members 
Mstep: Class 34 contains 1099 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 63326 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 30785 members 
Mstep: Class 39 contains 305 members 
Mstep: Class 40 contains 266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80986656.000000 Penalty: 79818.773438
Iteration 125Q: 41 clusters Score -8.098666e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 11850 members 
Mstep: Class 3 contains 1784 members 
Mstep: Class 4 contains 40503 members 
Mstep: Class 5 contains 10076 members 
Mstep: Class 6 contains 38153 members 
Mstep: Class 7 contains 32801 members 
Mstep: Class 8 contains 3924 members 
Mstep: Class 9 contains 7234 members 
Mstep: Class 10 contains 8634 members 
Mstep: Class 11 contains 4846 members 
Mstep: Class 12 contains 21812 members 
Mstep: Class 13 contains 14936 members 
Mstep: Class 14 contains 11338 members 
Mstep: Class 15 contains 1640 members 
Mstep: Class 16 contains 3805 members 
Mstep: Class 17 contains 54966 members 
Mstep: Class 18 contains 36186 members 
Mstep: Class 19 contains 21897 members 
Mstep: Class 20 contains 6850 members 
Mstep: Class 21 contains 19524 members 
Mstep: Class 22 contains 724 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35669 members 
Mstep: Class 25 contains 13731 members 
Mstep: Class 26 contains 5798 members 
Mstep: Class 27 contains 49836 members 
Mstep: Class 28 contains 11129 members 
Mstep: Class 29 contains 65122 members 
Mstep: Class 30 contains 409 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 14982 members 
Mstep: Class 33 contains 1172 members 
Mstep: Class 34 contains 1103 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 63437 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 30745 members 
Mstep: Class 39 contains 301 members 
Mstep: Class 40 contains 266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80986912.000000 Penalty: 79818.773438
Iteration 126Q: 41 clusters Score -8.098691e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 11849 members 
Mstep: Class 3 contains 1784 members 
Mstep: Class 4 contains 40478 members 
Mstep: Class 5 contains 10080 members 
Mstep: Class 6 contains 38158 members 
Mstep: Class 7 contains 32728 members 
Mstep: Class 8 contains 3931 members 
Mstep: Class 9 contains 7227 members 
Mstep: Class 10 contains 8634 members 
Mstep: Class 11 contains 4847 members 
Mstep: Class 12 contains 21810 members 
Mstep: Class 13 contains 14934 members 
Mstep: Class 14 contains 11333 members 
Mstep: Class 15 contains 1640 members 
Mstep: Class 16 contains 3807 members 
Mstep: Class 17 contains 54854 members 
Mstep: Class 18 contains 36190 members 
Mstep: Class 19 contains 21900 members 
Mstep: Class 20 contains 6859 members 
Mstep: Class 21 contains 19523 members 
Mstep: Class 22 contains 728 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35668 members 
Mstep: Class 25 contains 13740 members 
Mstep: Class 26 contains 5794 members 
Mstep: Class 27 contains 49911 members 
Mstep: Class 28 contains 11125 members 
Mstep: Class 29 contains 65084 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 15022 members 
Mstep: Class 33 contains 1173 members 
Mstep: Class 34 contains 1106 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 63537 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 30715 members 
Mstep: Class 39 contains 298 members 
Mstep: Class 40 contains 266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80987040.000000 Penalty: 79818.773438
Iteration 127Q: 41 clusters Score -8.098704e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18345 members 
Mstep: Class 2 contains 11848 members 
Mstep: Class 3 contains 1784 members 
Mstep: Class 4 contains 40454 members 
Mstep: Class 5 contains 10078 members 
Mstep: Class 6 contains 38166 members 
Mstep: Class 7 contains 32669 members 
Mstep: Class 8 contains 3940 members 
Mstep: Class 9 contains 7216 members 
Mstep: Class 10 contains 8632 members 
Mstep: Class 11 contains 4850 members 
Mstep: Class 12 contains 21810 members 
Mstep: Class 13 contains 14932 members 
Mstep: Class 14 contains 11338 members 
Mstep: Class 15 contains 1639 members 
Mstep: Class 16 contains 3807 members 
Mstep: Class 17 contains 54751 members 
Mstep: Class 18 contains 36185 members 
Mstep: Class 19 contains 21901 members 
Mstep: Class 20 contains 6867 members 
Mstep: Class 21 contains 19526 members 
Mstep: Class 22 contains 731 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35669 members 
Mstep: Class 25 contains 13748 members 
Mstep: Class 26 contains 5792 members 
Mstep: Class 27 contains 49962 members 
Mstep: Class 28 contains 11124 members 
Mstep: Class 29 contains 65061 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 15053 members 
Mstep: Class 33 contains 1174 members 
Mstep: Class 34 contains 1107 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 63629 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 30692 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80987088.000000 Penalty: 79818.773438
Iteration 128Q: 41 clusters Score -8.098709e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 11850 members 
Mstep: Class 3 contains 1784 members 
Mstep: Class 4 contains 40430 members 
Mstep: Class 5 contains 10080 members 
Mstep: Class 6 contains 38167 members 
Mstep: Class 7 contains 32620 members 
Mstep: Class 8 contains 3945 members 
Mstep: Class 9 contains 7209 members 
Mstep: Class 10 contains 8630 members 
Mstep: Class 11 contains 4850 members 
Mstep: Class 12 contains 21809 members 
Mstep: Class 13 contains 14930 members 
Mstep: Class 14 contains 11342 members 
Mstep: Class 15 contains 1638 members 
Mstep: Class 16 contains 3809 members 
Mstep: Class 17 contains 54607 members 
Mstep: Class 18 contains 36184 members 
Mstep: Class 19 contains 21900 members 
Mstep: Class 20 contains 6872 members 
Mstep: Class 21 contains 19526 members 
Mstep: Class 22 contains 733 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35674 members 
Mstep: Class 25 contains 13761 members 
Mstep: Class 26 contains 5789 members 
Mstep: Class 27 contains 50034 members 
Mstep: Class 28 contains 11120 members 
Mstep: Class 29 contains 65065 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 15071 members 
Mstep: Class 33 contains 1175 members 
Mstep: Class 34 contains 1107 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 63715 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 30681 members 
Mstep: Class 39 contains 293 members 
Mstep: Class 40 contains 266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80987032.000000 Penalty: 79818.773438
Iteration 129Q: 41 clusters Score -8.098703e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 11849 members 
Mstep: Class 3 contains 1784 members 
Mstep: Class 4 contains 40419 members 
Mstep: Class 5 contains 10084 members 
Mstep: Class 6 contains 38170 members 
Mstep: Class 7 contains 32562 members 
Mstep: Class 8 contains 3946 members 
Mstep: Class 9 contains 7206 members 
Mstep: Class 10 contains 8630 members 
Mstep: Class 11 contains 4850 members 
Mstep: Class 12 contains 21807 members 
Mstep: Class 13 contains 14929 members 
Mstep: Class 14 contains 11349 members 
Mstep: Class 15 contains 1639 members 
Mstep: Class 16 contains 3810 members 
Mstep: Class 17 contains 54488 members 
Mstep: Class 18 contains 36186 members 
Mstep: Class 19 contains 21900 members 
Mstep: Class 20 contains 6874 members 
Mstep: Class 21 contains 19530 members 
Mstep: Class 22 contains 738 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35673 members 
Mstep: Class 25 contains 13755 members 
Mstep: Class 26 contains 5789 members 
Mstep: Class 27 contains 50097 members 
Mstep: Class 28 contains 11117 members 
Mstep: Class 29 contains 65057 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 15088 members 
Mstep: Class 33 contains 1176 members 
Mstep: Class 34 contains 1107 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 63799 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 30675 members 
Mstep: Class 39 contains 288 members 
Mstep: Class 40 contains 266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80987216.000000 Penalty: 79818.773438
Iteration 130Q: 41 clusters Score -8.098722e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 11848 members 
Mstep: Class 3 contains 1784 members 
Mstep: Class 4 contains 40404 members 
Mstep: Class 5 contains 10080 members 
Mstep: Class 6 contains 38184 members 
Mstep: Class 7 contains 32525 members 
Mstep: Class 8 contains 3949 members 
Mstep: Class 9 contains 7202 members 
Mstep: Class 10 contains 8630 members 
Mstep: Class 11 contains 4851 members 
Mstep: Class 12 contains 21807 members 
Mstep: Class 13 contains 14928 members 
Mstep: Class 14 contains 11358 members 
Mstep: Class 15 contains 1641 members 
Mstep: Class 16 contains 3809 members 
Mstep: Class 17 contains 54382 members 
Mstep: Class 18 contains 36186 members 
Mstep: Class 19 contains 21901 members 
Mstep: Class 20 contains 6877 members 
Mstep: Class 21 contains 19536 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35672 members 
Mstep: Class 25 contains 13753 members 
Mstep: Class 26 contains 5790 members 
Mstep: Class 27 contains 50123 members 
Mstep: Class 28 contains 11113 members 
Mstep: Class 29 contains 65047 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 15098 members 
Mstep: Class 33 contains 1175 members 
Mstep: Class 34 contains 1108 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 63897 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 30666 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80987296.000000 Penalty: 79818.773438
Iteration 131Q: 41 clusters Score -8.09873e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 11847 members 
Mstep: Class 3 contains 1783 members 
Mstep: Class 4 contains 40391 members 
Mstep: Class 5 contains 10081 members 
Mstep: Class 6 contains 38194 members 
Mstep: Class 7 contains 32501 members 
Mstep: Class 8 contains 3956 members 
Mstep: Class 9 contains 7198 members 
Mstep: Class 10 contains 8632 members 
Mstep: Class 11 contains 4851 members 
Mstep: Class 12 contains 21806 members 
Mstep: Class 13 contains 14929 members 
Mstep: Class 14 contains 11357 members 
Mstep: Class 15 contains 1641 members 
Mstep: Class 16 contains 3808 members 
Mstep: Class 17 contains 54262 members 
Mstep: Class 18 contains 36191 members 
Mstep: Class 19 contains 21900 members 
Mstep: Class 20 contains 6882 members 
Mstep: Class 21 contains 19540 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35670 members 
Mstep: Class 25 contains 13764 members 
Mstep: Class 26 contains 5789 members 
Mstep: Class 27 contains 50162 members 
Mstep: Class 28 contains 11115 members 
Mstep: Class 29 contains 65043 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 15110 members 
Mstep: Class 33 contains 1178 members 
Mstep: Class 34 contains 1107 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 63973 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 30652 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80987352.000000 Penalty: 79818.773438
Iteration 132Q: 41 clusters Score -8.098735e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 11848 members 
Mstep: Class 3 contains 1783 members 
Mstep: Class 4 contains 40394 members 
Mstep: Class 5 contains 10082 members 
Mstep: Class 6 contains 38196 members 
Mstep: Class 7 contains 32483 members 
Mstep: Class 8 contains 3959 members 
Mstep: Class 9 contains 7189 members 
Mstep: Class 10 contains 8630 members 
Mstep: Class 11 contains 4850 members 
Mstep: Class 12 contains 21806 members 
Mstep: Class 13 contains 14926 members 
Mstep: Class 14 contains 11358 members 
Mstep: Class 15 contains 1640 members 
Mstep: Class 16 contains 3810 members 
Mstep: Class 17 contains 54146 members 
Mstep: Class 18 contains 36195 members 
Mstep: Class 19 contains 21901 members 
Mstep: Class 20 contains 6887 members 
Mstep: Class 21 contains 19540 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35668 members 
Mstep: Class 25 contains 13764 members 
Mstep: Class 26 contains 5788 members 
Mstep: Class 27 contains 50228 members 
Mstep: Class 28 contains 11113 members 
Mstep: Class 29 contains 65049 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 15119 members 
Mstep: Class 33 contains 1180 members 
Mstep: Class 34 contains 1108 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 64018 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 30645 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80987440.000000 Penalty: 79818.773438
Iteration 133Q: 41 clusters Score -8.098744e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 11847 members 
Mstep: Class 3 contains 1782 members 
Mstep: Class 4 contains 40397 members 
Mstep: Class 5 contains 10083 members 
Mstep: Class 6 contains 38204 members 
Mstep: Class 7 contains 32475 members 
Mstep: Class 8 contains 3960 members 
Mstep: Class 9 contains 7185 members 
Mstep: Class 10 contains 8629 members 
Mstep: Class 11 contains 4848 members 
Mstep: Class 12 contains 21806 members 
Mstep: Class 13 contains 14925 members 
Mstep: Class 14 contains 11362 members 
Mstep: Class 15 contains 1639 members 
Mstep: Class 16 contains 3814 members 
Mstep: Class 17 contains 54028 members 
Mstep: Class 18 contains 36198 members 
Mstep: Class 19 contains 21901 members 
Mstep: Class 20 contains 6885 members 
Mstep: Class 21 contains 19541 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35670 members 
Mstep: Class 25 contains 13754 members 
Mstep: Class 26 contains 5784 members 
Mstep: Class 27 contains 50269 members 
Mstep: Class 28 contains 11111 members 
Mstep: Class 29 contains 65077 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 15125 members 
Mstep: Class 33 contains 1182 members 
Mstep: Class 34 contains 1109 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 64056 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 30643 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80987456.000000 Penalty: 79818.773438
Iteration 134Q: 41 clusters Score -8.098746e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 11848 members 
Mstep: Class 3 contains 1782 members 
Mstep: Class 4 contains 40395 members 
Mstep: Class 5 contains 10085 members 
Mstep: Class 6 contains 38204 members 
Mstep: Class 7 contains 32457 members 
Mstep: Class 8 contains 3961 members 
Mstep: Class 9 contains 7179 members 
Mstep: Class 10 contains 8628 members 
Mstep: Class 11 contains 4849 members 
Mstep: Class 12 contains 21807 members 
Mstep: Class 13 contains 14925 members 
Mstep: Class 14 contains 11364 members 
Mstep: Class 15 contains 1641 members 
Mstep: Class 16 contains 3817 members 
Mstep: Class 17 contains 53923 members 
Mstep: Class 18 contains 36200 members 
Mstep: Class 19 contains 21901 members 
Mstep: Class 20 contains 6891 members 
Mstep: Class 21 contains 19539 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35673 members 
Mstep: Class 25 contains 13754 members 
Mstep: Class 26 contains 5778 members 
Mstep: Class 27 contains 50327 members 
Mstep: Class 28 contains 11110 members 
Mstep: Class 29 contains 65092 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 15129 members 
Mstep: Class 33 contains 1182 members 
Mstep: Class 34 contains 1109 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 64092 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 30637 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80987416.000000 Penalty: 79818.773438
Iteration 135Q: 41 clusters Score -8.098742e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 11849 members 
Mstep: Class 3 contains 1782 members 
Mstep: Class 4 contains 40384 members 
Mstep: Class 5 contains 10083 members 
Mstep: Class 6 contains 38211 members 
Mstep: Class 7 contains 32440 members 
Mstep: Class 8 contains 3961 members 
Mstep: Class 9 contains 7177 members 
Mstep: Class 10 contains 8625 members 
Mstep: Class 11 contains 4850 members 
Mstep: Class 12 contains 21807 members 
Mstep: Class 13 contains 14926 members 
Mstep: Class 14 contains 11374 members 
Mstep: Class 15 contains 1643 members 
Mstep: Class 16 contains 3817 members 
Mstep: Class 17 contains 53858 members 
Mstep: Class 18 contains 36203 members 
Mstep: Class 19 contains 21901 members 
Mstep: Class 20 contains 6898 members 
Mstep: Class 21 contains 19540 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35675 members 
Mstep: Class 25 contains 13755 members 
Mstep: Class 26 contains 5778 members 
Mstep: Class 27 contains 50358 members 
Mstep: Class 28 contains 11107 members 
Mstep: Class 29 contains 65095 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 15130 members 
Mstep: Class 33 contains 1182 members 
Mstep: Class 34 contains 1109 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 64120 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 30639 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80987360.000000 Penalty: 79818.773438
Iteration 136Q: 41 clusters Score -8.098736e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 11850 members 
Mstep: Class 3 contains 1782 members 
Mstep: Class 4 contains 40380 members 
Mstep: Class 5 contains 10084 members 
Mstep: Class 6 contains 38210 members 
Mstep: Class 7 contains 32418 members 
Mstep: Class 8 contains 3963 members 
Mstep: Class 9 contains 7177 members 
Mstep: Class 10 contains 8625 members 
Mstep: Class 11 contains 4850 members 
Mstep: Class 12 contains 21807 members 
Mstep: Class 13 contains 14925 members 
Mstep: Class 14 contains 11382 members 
Mstep: Class 15 contains 1644 members 
Mstep: Class 16 contains 3818 members 
Mstep: Class 17 contains 53809 members 
Mstep: Class 18 contains 36203 members 
Mstep: Class 19 contains 21901 members 
Mstep: Class 20 contains 6903 members 
Mstep: Class 21 contains 19540 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35678 members 
Mstep: Class 25 contains 13758 members 
Mstep: Class 26 contains 5774 members 
Mstep: Class 27 contains 50381 members 
Mstep: Class 28 contains 11106 members 
Mstep: Class 29 contains 65097 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 15132 members 
Mstep: Class 33 contains 1182 members 
Mstep: Class 34 contains 1109 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 64150 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 30637 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80987416.000000 Penalty: 79818.773438
Iteration 137Q: 41 clusters Score -8.098742e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 11849 members 
Mstep: Class 3 contains 1782 members 
Mstep: Class 4 contains 40377 members 
Mstep: Class 5 contains 10084 members 
Mstep: Class 6 contains 38215 members 
Mstep: Class 7 contains 32411 members 
Mstep: Class 8 contains 3969 members 
Mstep: Class 9 contains 7169 members 
Mstep: Class 10 contains 8625 members 
Mstep: Class 11 contains 4850 members 
Mstep: Class 12 contains 21807 members 
Mstep: Class 13 contains 14925 members 
Mstep: Class 14 contains 11385 members 
Mstep: Class 15 contains 1644 members 
Mstep: Class 16 contains 3820 members 
Mstep: Class 17 contains 53739 members 
Mstep: Class 18 contains 36206 members 
Mstep: Class 19 contains 21901 members 
Mstep: Class 20 contains 6907 members 
Mstep: Class 21 contains 19541 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35674 members 
Mstep: Class 25 contains 13759 members 
Mstep: Class 26 contains 5771 members 
Mstep: Class 27 contains 50420 members 
Mstep: Class 28 contains 11104 members 
Mstep: Class 29 contains 65107 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 15134 members 
Mstep: Class 33 contains 1182 members 
Mstep: Class 34 contains 1109 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 64172 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 30636 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80987464.000000 Penalty: 79818.773438
Iteration 138Q: 41 clusters Score -8.098746e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 11849 members 
Mstep: Class 3 contains 1782 members 
Mstep: Class 4 contains 40375 members 
Mstep: Class 5 contains 10085 members 
Mstep: Class 6 contains 38211 members 
Mstep: Class 7 contains 32401 members 
Mstep: Class 8 contains 3975 members 
Mstep: Class 9 contains 7163 members 
Mstep: Class 10 contains 8624 members 
Mstep: Class 11 contains 4850 members 
Mstep: Class 12 contains 21808 members 
Mstep: Class 13 contains 14924 members 
Mstep: Class 14 contains 11387 members 
Mstep: Class 15 contains 1645 members 
Mstep: Class 16 contains 3823 members 
Mstep: Class 17 contains 53661 members 
Mstep: Class 18 contains 36205 members 
Mstep: Class 19 contains 21901 members 
Mstep: Class 20 contains 6911 members 
Mstep: Class 21 contains 19542 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35676 members 
Mstep: Class 25 contains 13759 members 
Mstep: Class 26 contains 5770 members 
Mstep: Class 27 contains 50466 members 
Mstep: Class 28 contains 11102 members 
Mstep: Class 29 contains 65114 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 15137 members 
Mstep: Class 33 contains 1182 members 
Mstep: Class 34 contains 1109 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 64200 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 30635 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80987392.000000 Penalty: 79818.773438
Iteration 139Q: 41 clusters Score -8.098739e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 11849 members 
Mstep: Class 3 contains 1781 members 
Mstep: Class 4 contains 40370 members 
Mstep: Class 5 contains 10084 members 
Mstep: Class 6 contains 38227 members 
Mstep: Class 7 contains 32392 members 
Mstep: Class 8 contains 3983 members 
Mstep: Class 9 contains 7150 members 
Mstep: Class 10 contains 8624 members 
Mstep: Class 11 contains 4850 members 
Mstep: Class 12 contains 21809 members 
Mstep: Class 13 contains 14924 members 
Mstep: Class 14 contains 11387 members 
Mstep: Class 15 contains 1645 members 
Mstep: Class 16 contains 3822 members 
Mstep: Class 17 contains 53606 members 
Mstep: Class 18 contains 36205 members 
Mstep: Class 19 contains 21902 members 
Mstep: Class 20 contains 6918 members 
Mstep: Class 21 contains 19541 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35674 members 
Mstep: Class 25 contains 13761 members 
Mstep: Class 26 contains 5765 members 
Mstep: Class 27 contains 50503 members 
Mstep: Class 28 contains 11102 members 
Mstep: Class 29 contains 65113 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 15137 members 
Mstep: Class 33 contains 1182 members 
Mstep: Class 34 contains 1109 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 64219 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 30636 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80987328.000000 Penalty: 79818.773438
Iteration 140F: 41 clusters Score -8.098733e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 11849 members 
Mstep: Class 3 contains 1781 members 
Mstep: Class 4 contains 40373 members 
Mstep: Class 5 contains 10083 members 
Mstep: Class 6 contains 38234 members 
Mstep: Class 7 contains 32383 members 
Mstep: Class 8 contains 3990 members 
Mstep: Class 9 contains 7136 members 
Mstep: Class 10 contains 8622 members 
Mstep: Class 11 contains 4850 members 
Mstep: Class 12 contains 21809 members 
Mstep: Class 13 contains 14925 members 
Mstep: Class 14 contains 11388 members 
Mstep: Class 15 contains 1647 members 
Mstep: Class 16 contains 3821 members 
Mstep: Class 17 contains 53572 members 
Mstep: Class 18 contains 36205 members 
Mstep: Class 19 contains 21903 members 
Mstep: Class 20 contains 6919 members 
Mstep: Class 21 contains 19542 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35677 members 
Mstep: Class 25 contains 13757 members 
Mstep: Class 26 contains 5764 members 
Mstep: Class 27 contains 50530 members 
Mstep: Class 28 contains 11102 members 
Mstep: Class 29 contains 65112 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 15138 members 
Mstep: Class 33 contains 1182 members 
Mstep: Class 34 contains 1109 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 64232 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 30633 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80987424.000000 Penalty: 79818.773438
Iteration 141Q: 41 clusters Score -8.098742e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 11849 members 
Mstep: Class 3 contains 1781 members 
Mstep: Class 4 contains 40359 members 
Mstep: Class 5 contains 10084 members 
Mstep: Class 6 contains 38240 members 
Mstep: Class 7 contains 32374 members 
Mstep: Class 8 contains 3995 members 
Mstep: Class 9 contains 7126 members 
Mstep: Class 10 contains 8621 members 
Mstep: Class 11 contains 4850 members 
Mstep: Class 12 contains 21809 members 
Mstep: Class 13 contains 14926 members 
Mstep: Class 14 contains 11388 members 
Mstep: Class 15 contains 1647 members 
Mstep: Class 16 contains 3824 members 
Mstep: Class 17 contains 53546 members 
Mstep: Class 18 contains 36205 members 
Mstep: Class 19 contains 21903 members 
Mstep: Class 20 contains 6927 members 
Mstep: Class 21 contains 19544 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35677 members 
Mstep: Class 25 contains 13758 members 
Mstep: Class 26 contains 5764 members 
Mstep: Class 27 contains 50573 members 
Mstep: Class 28 contains 11100 members 
Mstep: Class 29 contains 65111 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 15139 members 
Mstep: Class 33 contains 1182 members 
Mstep: Class 34 contains 1110 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 64220 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 30632 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80987464.000000 Penalty: 79818.773438
Iteration 142Q: 41 clusters Score -8.098746e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 11849 members 
Mstep: Class 3 contains 1779 members 
Mstep: Class 4 contains 40349 members 
Mstep: Class 5 contains 10083 members 
Mstep: Class 6 contains 38246 members 
Mstep: Class 7 contains 32365 members 
Mstep: Class 8 contains 4002 members 
Mstep: Class 9 contains 7116 members 
Mstep: Class 10 contains 8620 members 
Mstep: Class 11 contains 4850 members 
Mstep: Class 12 contains 21809 members 
Mstep: Class 13 contains 14927 members 
Mstep: Class 14 contains 11389 members 
Mstep: Class 15 contains 1645 members 
Mstep: Class 16 contains 3824 members 
Mstep: Class 17 contains 53538 members 
Mstep: Class 18 contains 36205 members 
Mstep: Class 19 contains 21903 members 
Mstep: Class 20 contains 6934 members 
Mstep: Class 21 contains 19544 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35676 members 
Mstep: Class 25 contains 13759 members 
Mstep: Class 26 contains 5764 members 
Mstep: Class 27 contains 50612 members 
Mstep: Class 28 contains 11099 members 
Mstep: Class 29 contains 65102 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 15139 members 
Mstep: Class 33 contains 1182 members 
Mstep: Class 34 contains 1112 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 64208 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 30631 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80987480.000000 Penalty: 79818.773438
Iteration 143Q: 41 clusters Score -8.098748e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 11849 members 
Mstep: Class 3 contains 1778 members 
Mstep: Class 4 contains 40333 members 
Mstep: Class 5 contains 10082 members 
Mstep: Class 6 contains 38246 members 
Mstep: Class 7 contains 32353 members 
Mstep: Class 8 contains 4007 members 
Mstep: Class 9 contains 7109 members 
Mstep: Class 10 contains 8622 members 
Mstep: Class 11 contains 4850 members 
Mstep: Class 12 contains 21810 members 
Mstep: Class 13 contains 14928 members 
Mstep: Class 14 contains 11389 members 
Mstep: Class 15 contains 1646 members 
Mstep: Class 16 contains 3824 members 
Mstep: Class 17 contains 53524 members 
Mstep: Class 18 contains 36206 members 
Mstep: Class 19 contains 21903 members 
Mstep: Class 20 contains 6941 members 
Mstep: Class 21 contains 19544 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35675 members 
Mstep: Class 25 contains 13754 members 
Mstep: Class 26 contains 5761 members 
Mstep: Class 27 contains 50645 members 
Mstep: Class 28 contains 11098 members 
Mstep: Class 29 contains 65109 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 15140 members 
Mstep: Class 33 contains 1182 members 
Mstep: Class 34 contains 1114 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 64202 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 30634 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80987360.000000 Penalty: 79818.773438
Iteration 144Q: 41 clusters Score -8.098736e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 11850 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 40329 members 
Mstep: Class 5 contains 10083 members 
Mstep: Class 6 contains 38247 members 
Mstep: Class 7 contains 32338 members 
Mstep: Class 8 contains 4008 members 
Mstep: Class 9 contains 7106 members 
Mstep: Class 10 contains 8625 members 
Mstep: Class 11 contains 4850 members 
Mstep: Class 12 contains 21810 members 
Mstep: Class 13 contains 14929 members 
Mstep: Class 14 contains 11391 members 
Mstep: Class 15 contains 1647 members 
Mstep: Class 16 contains 3824 members 
Mstep: Class 17 contains 53516 members 
Mstep: Class 18 contains 36205 members 
Mstep: Class 19 contains 21903 members 
Mstep: Class 20 contains 6949 members 
Mstep: Class 21 contains 19545 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35677 members 
Mstep: Class 25 contains 13753 members 
Mstep: Class 26 contains 5760 members 
Mstep: Class 27 contains 50649 members 
Mstep: Class 28 contains 11099 members 
Mstep: Class 29 contains 65114 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 15141 members 
Mstep: Class 33 contains 1182 members 
Mstep: Class 34 contains 1114 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 64198 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 30635 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80987416.000000 Penalty: 79818.773438
Iteration 145Q: 41 clusters Score -8.098742e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 11851 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 40326 members 
Mstep: Class 5 contains 10083 members 
Mstep: Class 6 contains 38249 members 
Mstep: Class 7 contains 32324 members 
Mstep: Class 8 contains 4009 members 
Mstep: Class 9 contains 7102 members 
Mstep: Class 10 contains 8626 members 
Mstep: Class 11 contains 4849 members 
Mstep: Class 12 contains 21811 members 
Mstep: Class 13 contains 14929 members 
Mstep: Class 14 contains 11391 members 
Mstep: Class 15 contains 1649 members 
Mstep: Class 16 contains 3824 members 
Mstep: Class 17 contains 53512 members 
Mstep: Class 18 contains 36207 members 
Mstep: Class 19 contains 21903 members 
Mstep: Class 20 contains 6957 members 
Mstep: Class 21 contains 19545 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35676 members 
Mstep: Class 25 contains 13758 members 
Mstep: Class 26 contains 5755 members 
Mstep: Class 27 contains 50654 members 
Mstep: Class 28 contains 11099 members 
Mstep: Class 29 contains 65123 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 15144 members 
Mstep: Class 33 contains 1182 members 
Mstep: Class 34 contains 1114 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 64189 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 30635 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80987296.000000 Penalty: 79818.773438
Iteration 146Q: 41 clusters Score -8.09873e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 11854 members 
Mstep: Class 3 contains 1778 members 
Mstep: Class 4 contains 40317 members 
Mstep: Class 5 contains 10085 members 
Mstep: Class 6 contains 38249 members 
Mstep: Class 7 contains 32313 members 
Mstep: Class 8 contains 4010 members 
Mstep: Class 9 contains 7098 members 
Mstep: Class 10 contains 8625 members 
Mstep: Class 11 contains 4848 members 
Mstep: Class 12 contains 21811 members 
Mstep: Class 13 contains 14929 members 
Mstep: Class 14 contains 11390 members 
Mstep: Class 15 contains 1648 members 
Mstep: Class 16 contains 3825 members 
Mstep: Class 17 contains 53486 members 
Mstep: Class 18 contains 36209 members 
Mstep: Class 19 contains 21903 members 
Mstep: Class 20 contains 6969 members 
Mstep: Class 21 contains 19546 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35676 members 
Mstep: Class 25 contains 13769 members 
Mstep: Class 26 contains 5753 members 
Mstep: Class 27 contains 50679 members 
Mstep: Class 28 contains 11099 members 
Mstep: Class 29 contains 65146 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 15147 members 
Mstep: Class 33 contains 1182 members 
Mstep: Class 34 contains 1113 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 64161 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 30635 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80987360.000000 Penalty: 79818.773438
Iteration 147Q: 41 clusters Score -8.098736e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 11853 members 
Mstep: Class 3 contains 1779 members 
Mstep: Class 4 contains 40313 members 
Mstep: Class 5 contains 10086 members 
Mstep: Class 6 contains 38244 members 
Mstep: Class 7 contains 32305 members 
Mstep: Class 8 contains 4010 members 
Mstep: Class 9 contains 7097 members 
Mstep: Class 10 contains 8624 members 
Mstep: Class 11 contains 4847 members 
Mstep: Class 12 contains 21811 members 
Mstep: Class 13 contains 14928 members 
Mstep: Class 14 contains 11391 members 
Mstep: Class 15 contains 1648 members 
Mstep: Class 16 contains 3828 members 
Mstep: Class 17 contains 53464 members 
Mstep: Class 18 contains 36206 members 
Mstep: Class 19 contains 21903 members 
Mstep: Class 20 contains 6985 members 
Mstep: Class 21 contains 19549 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35675 members 
Mstep: Class 25 contains 13771 members 
Mstep: Class 26 contains 5751 members 
Mstep: Class 27 contains 50683 members 
Mstep: Class 28 contains 11099 members 
Mstep: Class 29 contains 65168 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 15151 members 
Mstep: Class 33 contains 1182 members 
Mstep: Class 34 contains 1113 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 64148 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 30639 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80987352.000000 Penalty: 79818.773438
Iteration 148Q: 41 clusters Score -8.098735e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 11853 members 
Mstep: Class 3 contains 1779 members 
Mstep: Class 4 contains 40309 members 
Mstep: Class 5 contains 10087 members 
Mstep: Class 6 contains 38244 members 
Mstep: Class 7 contains 32294 members 
Mstep: Class 8 contains 4012 members 
Mstep: Class 9 contains 7095 members 
Mstep: Class 10 contains 8621 members 
Mstep: Class 11 contains 4847 members 
Mstep: Class 12 contains 21811 members 
Mstep: Class 13 contains 14926 members 
Mstep: Class 14 contains 11391 members 
Mstep: Class 15 contains 1648 members 
Mstep: Class 16 contains 3830 members 
Mstep: Class 17 contains 53434 members 
Mstep: Class 18 contains 36209 members 
Mstep: Class 19 contains 21903 members 
Mstep: Class 20 contains 6996 members 
Mstep: Class 21 contains 19548 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35674 members 
Mstep: Class 25 contains 13777 members 
Mstep: Class 26 contains 5751 members 
Mstep: Class 27 contains 50695 members 
Mstep: Class 28 contains 11100 members 
Mstep: Class 29 contains 65201 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 15152 members 
Mstep: Class 33 contains 1182 members 
Mstep: Class 34 contains 1114 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 64126 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 30640 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80987384.000000 Penalty: 79818.773438
Iteration 149Q: 41 clusters Score -8.098738e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 11853 members 
Mstep: Class 3 contains 1779 members 
Mstep: Class 4 contains 40313 members 
Mstep: Class 5 contains 10087 members 
Mstep: Class 6 contains 38244 members 
Mstep: Class 7 contains 32281 members 
Mstep: Class 8 contains 4014 members 
Mstep: Class 9 contains 7092 members 
Mstep: Class 10 contains 8619 members 
Mstep: Class 11 contains 4847 members 
Mstep: Class 12 contains 21811 members 
Mstep: Class 13 contains 14926 members 
Mstep: Class 14 contains 11392 members 
Mstep: Class 15 contains 1647 members 
Mstep: Class 16 contains 3834 members 
Mstep: Class 17 contains 53380 members 
Mstep: Class 18 contains 36214 members 
Mstep: Class 19 contains 21903 members 
Mstep: Class 20 contains 7003 members 
Mstep: Class 21 contains 19548 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35674 members 
Mstep: Class 25 contains 13785 members 
Mstep: Class 26 contains 5751 members 
Mstep: Class 27 contains 50691 members 
Mstep: Class 28 contains 11101 members 
Mstep: Class 29 contains 65254 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 15150 members 
Mstep: Class 33 contains 1182 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 64116 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 30642 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80987400.000000 Penalty: 79818.773438
Iteration 150Q: 41 clusters Score -8.09874e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 11853 members 
Mstep: Class 3 contains 1779 members 
Mstep: Class 4 contains 40313 members 
Mstep: Class 5 contains 10086 members 
Mstep: Class 6 contains 38244 members 
Mstep: Class 7 contains 32276 members 
Mstep: Class 8 contains 4018 members 
Mstep: Class 9 contains 7091 members 
Mstep: Class 10 contains 8618 members 
Mstep: Class 11 contains 4847 members 
Mstep: Class 12 contains 21811 members 
Mstep: Class 13 contains 14926 members 
Mstep: Class 14 contains 11393 members 
Mstep: Class 15 contains 1645 members 
Mstep: Class 16 contains 3837 members 
Mstep: Class 17 contains 53318 members 
Mstep: Class 18 contains 36216 members 
Mstep: Class 19 contains 21903 members 
Mstep: Class 20 contains 7003 members 
Mstep: Class 21 contains 19549 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35676 members 
Mstep: Class 25 contains 13792 members 
Mstep: Class 26 contains 5750 members 
Mstep: Class 27 contains 50694 members 
Mstep: Class 28 contains 11100 members 
Mstep: Class 29 contains 65314 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 15150 members 
Mstep: Class 33 contains 1182 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 64105 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 30642 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80987432.000000 Penalty: 79818.773438
Iteration 151Q: 41 clusters Score -8.098743e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 11853 members 
Mstep: Class 3 contains 1779 members 
Mstep: Class 4 contains 40311 members 
Mstep: Class 5 contains 10086 members 
Mstep: Class 6 contains 38245 members 
Mstep: Class 7 contains 32271 members 
Mstep: Class 8 contains 4023 members 
Mstep: Class 9 contains 7088 members 
Mstep: Class 10 contains 8618 members 
Mstep: Class 11 contains 4846 members 
Mstep: Class 12 contains 21811 members 
Mstep: Class 13 contains 14927 members 
Mstep: Class 14 contains 11392 members 
Mstep: Class 15 contains 1644 members 
Mstep: Class 16 contains 3838 members 
Mstep: Class 17 contains 53267 members 
Mstep: Class 18 contains 36217 members 
Mstep: Class 19 contains 21903 members 
Mstep: Class 20 contains 7007 members 
Mstep: Class 21 contains 19549 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35676 members 
Mstep: Class 25 contains 13801 members 
Mstep: Class 26 contains 5749 members 
Mstep: Class 27 contains 50700 members 
Mstep: Class 28 contains 11100 members 
Mstep: Class 29 contains 65370 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 15151 members 
Mstep: Class 33 contains 1182 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 64084 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 30641 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80987472.000000 Penalty: 79818.773438
Iteration 152Q: 41 clusters Score -8.098747e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 11853 members 
Mstep: Class 3 contains 1779 members 
Mstep: Class 4 contains 40306 members 
Mstep: Class 5 contains 10087 members 
Mstep: Class 6 contains 38247 members 
Mstep: Class 7 contains 32264 members 
Mstep: Class 8 contains 4026 members 
Mstep: Class 9 contains 7082 members 
Mstep: Class 10 contains 8617 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 21811 members 
Mstep: Class 13 contains 14927 members 
Mstep: Class 14 contains 11393 members 
Mstep: Class 15 contains 1644 members 
Mstep: Class 16 contains 3841 members 
Mstep: Class 17 contains 53232 members 
Mstep: Class 18 contains 36220 members 
Mstep: Class 19 contains 21903 members 
Mstep: Class 20 contains 7008 members 
Mstep: Class 21 contains 19548 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35675 members 
Mstep: Class 25 contains 13809 members 
Mstep: Class 26 contains 5748 members 
Mstep: Class 27 contains 50706 members 
Mstep: Class 28 contains 11100 members 
Mstep: Class 29 contains 65425 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 15152 members 
Mstep: Class 33 contains 1182 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 64059 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 30638 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80987416.000000 Penalty: 79818.773438
Iteration 153Q: 41 clusters Score -8.098742e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 11853 members 
Mstep: Class 3 contains 1779 members 
Mstep: Class 4 contains 40304 members 
Mstep: Class 5 contains 10087 members 
Mstep: Class 6 contains 38255 members 
Mstep: Class 7 contains 32254 members 
Mstep: Class 8 contains 4028 members 
Mstep: Class 9 contains 7075 members 
Mstep: Class 10 contains 8620 members 
Mstep: Class 11 contains 4842 members 
Mstep: Class 12 contains 21811 members 
Mstep: Class 13 contains 14926 members 
Mstep: Class 14 contains 11393 members 
Mstep: Class 15 contains 1645 members 
Mstep: Class 16 contains 3844 members 
Mstep: Class 17 contains 53179 members 
Mstep: Class 18 contains 36221 members 
Mstep: Class 19 contains 21903 members 
Mstep: Class 20 contains 7015 members 
Mstep: Class 21 contains 19550 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35675 members 
Mstep: Class 25 contains 13812 members 
Mstep: Class 26 contains 5746 members 
Mstep: Class 27 contains 50721 members 
Mstep: Class 28 contains 11101 members 
Mstep: Class 29 contains 65488 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 15152 members 
Mstep: Class 33 contains 1182 members 
Mstep: Class 34 contains 1115 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 64027 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 30638 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80987376.000000 Penalty: 79818.773438
Iteration 154Q: 41 clusters Score -8.098738e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 11853 members 
Mstep: Class 3 contains 1779 members 
Mstep: Class 4 contains 40298 members 
Mstep: Class 5 contains 10091 members 
Mstep: Class 6 contains 38259 members 
Mstep: Class 7 contains 32250 members 
Mstep: Class 8 contains 4028 members 
Mstep: Class 9 contains 7070 members 
Mstep: Class 10 contains 8621 members 
Mstep: Class 11 contains 4842 members 
Mstep: Class 12 contains 21811 members 
Mstep: Class 13 contains 14926 members 
Mstep: Class 14 contains 11392 members 
Mstep: Class 15 contains 1645 members 
Mstep: Class 16 contains 3846 members 
Mstep: Class 17 contains 53146 members 
Mstep: Class 18 contains 36222 members 
Mstep: Class 19 contains 21904 members 
Mstep: Class 20 contains 7021 members 
Mstep: Class 21 contains 19552 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35674 members 
Mstep: Class 25 contains 13817 members 
Mstep: Class 26 contains 5745 members 
Mstep: Class 27 contains 50733 members 
Mstep: Class 28 contains 11100 members 
Mstep: Class 29 contains 65537 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 15151 members 
Mstep: Class 33 contains 1182 members 
Mstep: Class 34 contains 1116 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 63993 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 30638 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80987320.000000 Penalty: 79818.773438
Iteration 155Q: 41 clusters Score -8.098732e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 11853 members 
Mstep: Class 3 contains 1779 members 
Mstep: Class 4 contains 40300 members 
Mstep: Class 5 contains 10092 members 
Mstep: Class 6 contains 38264 members 
Mstep: Class 7 contains 32245 members 
Mstep: Class 8 contains 4029 members 
Mstep: Class 9 contains 7068 members 
Mstep: Class 10 contains 8617 members 
Mstep: Class 11 contains 4842 members 
Mstep: Class 12 contains 21811 members 
Mstep: Class 13 contains 14927 members 
Mstep: Class 14 contains 11393 members 
Mstep: Class 15 contains 1645 members 
Mstep: Class 16 contains 3847 members 
Mstep: Class 17 contains 53109 members 
Mstep: Class 18 contains 36224 members 
Mstep: Class 19 contains 21904 members 
Mstep: Class 20 contains 7027 members 
Mstep: Class 21 contains 19551 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35677 members 
Mstep: Class 25 contains 13824 members 
Mstep: Class 26 contains 5744 members 
Mstep: Class 27 contains 50742 members 
Mstep: Class 28 contains 11101 members 
Mstep: Class 29 contains 65577 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 15150 members 
Mstep: Class 33 contains 1182 members 
Mstep: Class 34 contains 1116 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 63964 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 30637 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80987376.000000 Penalty: 79818.773438
Iteration 156Q: 41 clusters Score -8.098738e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 11853 members 
Mstep: Class 3 contains 1779 members 
Mstep: Class 4 contains 40307 members 
Mstep: Class 5 contains 10091 members 
Mstep: Class 6 contains 38263 members 
Mstep: Class 7 contains 32237 members 
Mstep: Class 8 contains 4032 members 
Mstep: Class 9 contains 7064 members 
Mstep: Class 10 contains 8619 members 
Mstep: Class 11 contains 4843 members 
Mstep: Class 12 contains 21811 members 
Mstep: Class 13 contains 14927 members 
Mstep: Class 14 contains 11393 members 
Mstep: Class 15 contains 1644 members 
Mstep: Class 16 contains 3848 members 
Mstep: Class 17 contains 53080 members 
Mstep: Class 18 contains 36224 members 
Mstep: Class 19 contains 21904 members 
Mstep: Class 20 contains 7030 members 
Mstep: Class 21 contains 19550 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35679 members 
Mstep: Class 25 contains 13832 members 
Mstep: Class 26 contains 5746 members 
Mstep: Class 27 contains 50747 members 
Mstep: Class 28 contains 11101 members 
Mstep: Class 29 contains 65618 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 15150 members 
Mstep: Class 33 contains 1182 members 
Mstep: Class 34 contains 1116 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 63935 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 30635 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80987304.000000 Penalty: 79818.773438
Iteration 157Q: 41 clusters Score -8.09873e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 11853 members 
Mstep: Class 3 contains 1779 members 
Mstep: Class 4 contains 40300 members 
Mstep: Class 5 contains 10091 members 
Mstep: Class 6 contains 38264 members 
Mstep: Class 7 contains 32230 members 
Mstep: Class 8 contains 4032 members 
Mstep: Class 9 contains 7060 members 
Mstep: Class 10 contains 8620 members 
Mstep: Class 11 contains 4843 members 
Mstep: Class 12 contains 21811 members 
Mstep: Class 13 contains 14927 members 
Mstep: Class 14 contains 11395 members 
Mstep: Class 15 contains 1645 members 
Mstep: Class 16 contains 3849 members 
Mstep: Class 17 contains 53067 members 
Mstep: Class 18 contains 36224 members 
Mstep: Class 19 contains 21904 members 
Mstep: Class 20 contains 7035 members 
Mstep: Class 21 contains 19552 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35679 members 
Mstep: Class 25 contains 13835 members 
Mstep: Class 26 contains 5746 members 
Mstep: Class 27 contains 50750 members 
Mstep: Class 28 contains 11101 members 
Mstep: Class 29 contains 65653 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 15149 members 
Mstep: Class 33 contains 1182 members 
Mstep: Class 34 contains 1117 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 63913 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 30634 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80987240.000000 Penalty: 79818.773438
Iteration 158Q: 41 clusters Score -8.098724e+07 nChanged 207
Entering ConstructFrom: 
Score: -80987240.000000 Penalty: 79818.773438
Entering ConstructFrom: 
Trying to split cluster 1 (18510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Entering Unmasked Estep 
Score: -2330897.250000 Penalty: 1462.118652
	Iteration 0F: 2 clusters Score -2330897 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -2318793.750000 Penalty: 2924.237305
	Iteration 0F: 3 clusters Score -2318794 nChanged 8059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -2323164.750000 Penalty: 2924.237305
	Iteration 1F: 3 clusters Score -2323165 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -2323502.250000 Penalty: 2924.237305
	Iteration 2F: 3 clusters Score -2323502 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -2323787.000000 Penalty: 2924.237305
	Iteration 3Q: 3 clusters Score -2323787 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -2324055.000000 Penalty: 2924.237305
	Iteration 4Q: 3 clusters Score -2324055 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -2324315.750000 Penalty: 2924.237305
	Iteration 5Q: 3 clusters Score -2324316 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -2324628.750000 Penalty: 2924.237305
	Iteration 6Q: 3 clusters Score -2324629 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -2324992.500000 Penalty: 2924.237305
	Iteration 7Q: 3 clusters Score -2324992 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -2325378.500000 Penalty: 2924.237305
	Iteration 8Q: 3 clusters Score -2325378 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -2325820.250000 Penalty: 2924.237305
	Iteration 9Q: 3 clusters Score -2325820 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -2326316.250000 Penalty: 2924.237305
	Iteration 10Q: 3 clusters Score -2326316 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -2326850.500000 Penalty: 2924.237305
	Iteration 11Q: 3 clusters Score -2326850 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -2327358.000000 Penalty: 2924.237305
	Iteration 12Q: 3 clusters Score -2327358 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -2327797.250000 Penalty: 2924.237305
	Iteration 13Q: 3 clusters Score -2327797 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -2328204.500000 Penalty: 2924.237305
	Iteration 14Q: 3 clusters Score -2328204 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -2328517.250000 Penalty: 2924.237305
	Iteration 15Q: 3 clusters Score -2328517 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -2328792.750000 Penalty: 2924.237305
	Iteration 16Q: 3 clusters Score -2328793 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -2329043.500000 Penalty: 2924.237305
	Iteration 17Q: 3 clusters Score -2329044 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -2329247.250000 Penalty: 2924.237305
	Iteration 18Q: 3 clusters Score -2329247 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -2329393.250000 Penalty: 2924.237305
	Iteration 19Q: 3 clusters Score -2329393 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -2329527.250000 Penalty: 2924.237305
	Iteration 20F: 3 clusters Score -2329527 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -2329615.000000 Penalty: 2924.237305
	Iteration 21Q: 3 clusters Score -2329615 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -2329677.750000 Penalty: 2924.237305
	Iteration 22Q: 3 clusters Score -2329678 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -2329714.750000 Penalty: 2924.237305
	Iteration 23Q: 3 clusters Score -2329715 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -2329746.750000 Penalty: 2924.237305
	Iteration 24Q: 3 clusters Score -2329747 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -2329772.500000 Penalty: 2924.237305
	Iteration 25Q: 3 clusters Score -2329772 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -2329802.000000 Penalty: 2924.237305
	Iteration 26Q: 3 clusters Score -2329802 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -2329820.250000 Penalty: 2924.237305
	Iteration 27Q: 3 clusters Score -2329820 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -2329839.250000 Penalty: 2924.237305
	Iteration 28Q: 3 clusters Score -2329839 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -2329851.250000 Penalty: 2924.237305
	Iteration 29Q: 3 clusters Score -2329851 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -2329863.250000 Penalty: 2924.237305
	Iteration 30Q: 3 clusters Score -2329863 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -2329878.750000 Penalty: 2924.237305
	Iteration 31Q: 3 clusters Score -2329879 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -2329891.000000 Penalty: 2924.237305
	Iteration 32Q: 3 clusters Score -2329891 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -2329896.000000 Penalty: 2924.237305
	Iteration 33Q: 3 clusters Score -2329896 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -2329913.000000 Penalty: 2924.237305
	Iteration 34Q: 3 clusters Score -2329913 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -2329920.000000 Penalty: 2924.237305
	Iteration 35Q: 3 clusters Score -2329920 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -2329934.000000 Penalty: 2924.237305
	Iteration 36Q: 3 clusters Score -2329934 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -2329945.500000 Penalty: 2924.237305
	Iteration 37Q: 3 clusters Score -2329946 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -2329947.750000 Penalty: 2924.237305
	Iteration 38Q: 3 clusters Score -2329948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -2329948.500000 Penalty: 2924.237305
	Iteration 39Q: 3 clusters Score -2329948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -2329954.500000 Penalty: 2924.237305
	Iteration 40F: 3 clusters Score -2329954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -2329954.000000 Penalty: 2924.237305
	Iteration 41Q: 3 clusters Score -2329954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -2329957.250000 Penalty: 2924.237305
	Iteration 42Q: 3 clusters Score -2329957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -2329959.750000 Penalty: 2924.237305
	Iteration 43Q: 3 clusters Score -2329960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -2329959.500000 Penalty: 2924.237305
	Iteration 44Q: 3 clusters Score -2329960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -2329957.500000 Penalty: 2924.237305
	Iteration 45Q: 3 clusters Score -2329958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -2329961.250000 Penalty: 2924.237305
	Iteration 46Q: 3 clusters Score -2329961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -2329960.250000 Penalty: 2924.237305
	Iteration 47Q: 3 clusters Score -2329960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -2329960.000000 Penalty: 2924.237305
	Iteration 48Q: 3 clusters Score -2329960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -2329961.750000 Penalty: 2924.237305
	Iteration 49Q: 3 clusters Score -2329962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -2329965.750000 Penalty: 2924.237305
	Iteration 50Q: 3 clusters Score -2329966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -2329965.500000 Penalty: 2924.237305
	Iteration 51Q: 3 clusters Score -2329966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -2329967.500000 Penalty: 2924.237305
	Iteration 52Q: 3 clusters Score -2329968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -2329967.250000 Penalty: 2924.237305
	Iteration 53Q: 3 clusters Score -2329967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -2329967.250000 Penalty: 2924.237305
	Iteration 54Q: 3 clusters Score -2329967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -2329967.250000 Penalty: 2924.237305
	Iteration 55Q: 3 clusters Score -2329967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -2329969.500000 Penalty: 2924.237305
	Iteration 56Q: 3 clusters Score -2329970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -2329969.750000 Penalty: 2924.237305
	Iteration 57Q: 3 clusters Score -2329970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -2329970.500000 Penalty: 2924.237305
	Iteration 58Q: 3 clusters Score -2329970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -2329970.500000 Penalty: 2924.237305
	Iteration 59F: 3 clusters Score -2329970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Entering Unmasked Estep 
Score: -1490603.750000 Penalty: 1395.794189
	Iteration 0F: 2 clusters Score -1490604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1482697.750000 Penalty: 2791.588379
	Iteration 0F: 3 clusters Score -1482698 nChanged 4971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1485245.875000 Penalty: 2791.588379
	Iteration 1F: 3 clusters Score -1485246 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1485498.250000 Penalty: 2791.588379
	Iteration 2F: 3 clusters Score -1485498 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1485695.125000 Penalty: 2791.588379
	Iteration 3Q: 3 clusters Score -1485695 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1485821.000000 Penalty: 2791.588379
	Iteration 4Q: 3 clusters Score -1485821 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1485935.625000 Penalty: 2791.588379
	Iteration 5Q: 3 clusters Score -1485936 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1486014.750000 Penalty: 2791.588379
	Iteration 6Q: 3 clusters Score -1486015 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1486086.750000 Penalty: 2791.588379
	Iteration 7Q: 3 clusters Score -1486087 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1486141.750000 Penalty: 2791.588379
	Iteration 8Q: 3 clusters Score -1486142 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1486187.625000 Penalty: 2791.588379
	Iteration 9Q: 3 clusters Score -1486188 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1486237.500000 Penalty: 2791.588379
	Iteration 10Q: 3 clusters Score -1486238 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1486284.000000 Penalty: 2791.588379
	Iteration 11Q: 3 clusters Score -1486284 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1486331.625000 Penalty: 2791.588379
	Iteration 12Q: 3 clusters Score -1486332 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1486386.375000 Penalty: 2791.588379
	Iteration 13Q: 3 clusters Score -1486386 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1486445.375000 Penalty: 2791.588379
	Iteration 14Q: 3 clusters Score -1486445 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1486511.000000 Penalty: 2791.588379
	Iteration 15Q: 3 clusters Score -1486511 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1486567.500000 Penalty: 2791.588379
	Iteration 16Q: 3 clusters Score -1486568 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1486644.875000 Penalty: 2791.588379
	Iteration 17Q: 3 clusters Score -1486645 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1486735.125000 Penalty: 2791.588379
	Iteration 18Q: 3 clusters Score -1486735 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1486859.000000 Penalty: 2791.588379
	Iteration 19Q: 3 clusters Score -1486859 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1487023.125000 Penalty: 2791.588379
	Iteration 20F: 3 clusters Score -1487023 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1487203.625000 Penalty: 2791.588379
	Iteration 21Q: 3 clusters Score -1487204 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1487423.375000 Penalty: 2791.588379
	Iteration 22Q: 3 clusters Score -1487423 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1487687.375000 Penalty: 2791.588379
	Iteration 23Q: 3 clusters Score -1487687 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -1487976.250000 Penalty: 2791.588379
	Iteration 24Q: 3 clusters Score -1487976 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -1488279.875000 Penalty: 2791.588379
	Iteration 25Q: 3 clusters Score -1488280 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1488613.750000 Penalty: 2791.588379
	Iteration 26Q: 3 clusters Score -1488614 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -1488874.875000 Penalty: 2791.588379
	Iteration 27Q: 3 clusters Score -1488875 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -1489058.375000 Penalty: 2791.588379
	Iteration 28Q: 3 clusters Score -1489058 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -1489173.000000 Penalty: 2791.588379
	Iteration 29Q: 3 clusters Score -1489173 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -1489270.250000 Penalty: 2791.588379
	Iteration 30Q: 3 clusters Score -1489270 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -1489348.375000 Penalty: 2791.588379
	Iteration 31Q: 3 clusters Score -1489348 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -1489409.000000 Penalty: 2791.588379
	Iteration 32Q: 3 clusters Score -1489409 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -1489464.375000 Penalty: 2791.588379
	Iteration 33Q: 3 clusters Score -1489464 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -1489487.375000 Penalty: 2791.588379
	Iteration 34Q: 3 clusters Score -1489487 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -1489493.375000 Penalty: 2791.588379
	Iteration 35Q: 3 clusters Score -1489493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -1489503.875000 Penalty: 2791.588379
	Iteration 36Q: 3 clusters Score -1489504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1489511.125000 Penalty: 2791.588379
	Iteration 37Q: 3 clusters Score -1489511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -1489512.375000 Penalty: 2791.588379
	Iteration 38Q: 3 clusters Score -1489512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -1489512.375000 Penalty: 2791.588379
	Iteration 39F: 3 clusters Score -1489512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Entering Unmasked Estep 
Score: -218821.234375 Penalty: 1113.590454
	Iteration 0F: 2 clusters Score -218821.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -217063.765625 Penalty: 2227.180908
	Iteration 0F: 3 clusters Score -217063.8 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -217513.906250 Penalty: 2227.180908
	Iteration 1F: 3 clusters Score -217513.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -217635.968750 Penalty: 2227.180908
	Iteration 2F: 3 clusters Score -217636 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -217697.312500 Penalty: 2227.180908
	Iteration 3Q: 3 clusters Score -217697.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -217731.453125 Penalty: 2227.180908
	Iteration 4Q: 3 clusters Score -217731.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -217759.203125 Penalty: 2227.180908
	Iteration 5Q: 3 clusters Score -217759.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -217781.593750 Penalty: 2227.180908
	Iteration 6Q: 3 clusters Score -217781.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -217801.125000 Penalty: 2227.180908
	Iteration 7Q: 3 clusters Score -217801.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -217813.312500 Penalty: 2227.180908
	Iteration 8Q: 3 clusters Score -217813.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -217822.812500 Penalty: 2227.180908
	Iteration 9Q: 3 clusters Score -217822.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -217829.687500 Penalty: 2227.180908
	Iteration 10Q: 3 clusters Score -217829.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -217836.906250 Penalty: 2227.180908
	Iteration 11Q: 3 clusters Score -217836.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -217840.593750 Penalty: 2227.180908
	Iteration 12Q: 3 clusters Score -217840.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -217842.062500 Penalty: 2227.180908
	Iteration 13Q: 3 clusters Score -217842.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -217843.671875 Penalty: 2227.180908
	Iteration 14Q: 3 clusters Score -217843.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -217844.296875 Penalty: 2227.180908
	Iteration 15Q: 3 clusters Score -217844.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -217845.687500 Penalty: 2227.180908
	Iteration 16Q: 3 clusters Score -217845.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -217845.687500 Penalty: 2227.180908
	Iteration 17F: 3 clusters Score -217845.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (40301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40301 members 
Entering Unmasked Estep 
Score: -4908839.000000 Penalty: 1577.894775
	Iteration 0F: 2 clusters Score -4908839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 20132 members 
Entering Unmasked Estep 
Score: -4882702.500000 Penalty: 3155.789551
	Iteration 0F: 3 clusters Score -4882702 nChanged 18430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 20444 members 
Entering Unmasked Estep 
Score: -4892830.500000 Penalty: 3155.789551
	Iteration 1F: 3 clusters Score -4892830 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -4893320.000000 Penalty: 3155.789551
	Iteration 2Q: 3 clusters Score -4893320 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -4893783.500000 Penalty: 3155.789551
	Iteration 3Q: 3 clusters Score -4893784 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -4894222.000000 Penalty: 3155.789551
	Iteration 4Q: 3 clusters Score -4894222 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 21678 members 
Entering Unmasked Estep 
Score: -4894637.000000 Penalty: 3155.789551
	Iteration 5Q: 3 clusters Score -4894637 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 22288 members 
Entering Unmasked Estep 
Score: -4895098.000000 Penalty: 3155.789551
	Iteration 6Q: 3 clusters Score -4895098 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -4895568.000000 Penalty: 3155.789551
	Iteration 7Q: 3 clusters Score -4895568 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 24061 members 
Entering Unmasked Estep 
Score: -4896137.000000 Penalty: 3155.789551
	Iteration 8Q: 3 clusters Score -4896137 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 25309 members 
Entering Unmasked Estep 
Score: -4896860.000000 Penalty: 3155.789551
	Iteration 9Q: 3 clusters Score -4896860 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 26817 members 
Entering Unmasked Estep 
Score: -4897774.500000 Penalty: 3155.789551
	Iteration 10Q: 3 clusters Score -4897774 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 28586 members 
Entering Unmasked Estep 
Score: -4898989.500000 Penalty: 3155.789551
	Iteration 11Q: 3 clusters Score -4898990 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 30575 members 
Entering Unmasked Estep 
Score: -4900481.500000 Penalty: 3155.789551
	Iteration 12F: 3 clusters Score -4900482 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 32540 members 
Entering Unmasked Estep 
Score: -4902057.500000 Penalty: 3155.789551
	Iteration 13F: 3 clusters Score -4902058 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 34255 members 
Entering Unmasked Estep 
Score: -4903389.000000 Penalty: 3155.789551
	Iteration 14Q: 3 clusters Score -4903389 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 35667 members 
Entering Unmasked Estep 
Score: -4904531.000000 Penalty: 3155.789551
	Iteration 15Q: 3 clusters Score -4904531 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 36749 members 
Entering Unmasked Estep 
Score: -4905364.500000 Penalty: 3155.789551
	Iteration 16Q: 3 clusters Score -4905364 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 37578 members 
Entering Unmasked Estep 
Score: -4905982.000000 Penalty: 3155.789551
	Iteration 17Q: 3 clusters Score -4905982 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 38188 members 
Entering Unmasked Estep 
Score: -4906410.000000 Penalty: 3155.789551
	Iteration 18Q: 3 clusters Score -4906410 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 38655 members 
Entering Unmasked Estep 
Score: -4906725.500000 Penalty: 3155.789551
	Iteration 19Q: 3 clusters Score -4906726 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 38990 members 
Entering Unmasked Estep 
Score: -4906953.500000 Penalty: 3155.789551
	Iteration 20F: 3 clusters Score -4906954 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 39232 members 
Entering Unmasked Estep 
Score: -4907120.500000 Penalty: 3155.789551
	Iteration 21Q: 3 clusters Score -4907120 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 39405 members 
Entering Unmasked Estep 
Score: -4907229.000000 Penalty: 3155.789551
	Iteration 22Q: 3 clusters Score -4907229 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 39525 members 
Entering Unmasked Estep 
Score: -4907315.500000 Penalty: 3155.789551
	Iteration 23Q: 3 clusters Score -4907316 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 39624 members 
Entering Unmasked Estep 
Score: -4907402.000000 Penalty: 3155.789551
	Iteration 24Q: 3 clusters Score -4907402 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 39685 members 
Entering Unmasked Estep 
Score: -4907458.000000 Penalty: 3155.789551
	Iteration 25Q: 3 clusters Score -4907458 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 39726 members 
Entering Unmasked Estep 
Score: -4907480.000000 Penalty: 3155.789551
	Iteration 26Q: 3 clusters Score -4907480 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 39757 members 
Entering Unmasked Estep 
Score: -4907508.000000 Penalty: 3155.789551
	Iteration 27Q: 3 clusters Score -4907508 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 39783 members 
Entering Unmasked Estep 
Score: -4907533.500000 Penalty: 3155.789551
	Iteration 28Q: 3 clusters Score -4907534 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 39799 members 
Entering Unmasked Estep 
Score: -4907552.000000 Penalty: 3155.789551
	Iteration 29Q: 3 clusters Score -4907552 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 39811 members 
Entering Unmasked Estep 
Score: -4907560.000000 Penalty: 3155.789551
	Iteration 30Q: 3 clusters Score -4907560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 39819 members 
Entering Unmasked Estep 
Score: -4907566.500000 Penalty: 3155.789551
	Iteration 31Q: 3 clusters Score -4907566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 39827 members 
Entering Unmasked Estep 
Score: -4907573.500000 Penalty: 3155.789551
	Iteration 32Q: 3 clusters Score -4907574 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 39839 members 
Entering Unmasked Estep 
Score: -4907584.000000 Penalty: 3155.789551
	Iteration 33Q: 3 clusters Score -4907584 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 39851 members 
Entering Unmasked Estep 
Score: -4907603.500000 Penalty: 3155.789551
	Iteration 34Q: 3 clusters Score -4907604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 39858 members 
Entering Unmasked Estep 
Score: -4907615.000000 Penalty: 3155.789551
	Iteration 35Q: 3 clusters Score -4907615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 39860 members 
Entering Unmasked Estep 
Score: -4907614.500000 Penalty: 3155.789551
	Iteration 36Q: 3 clusters Score -4907614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 39860 members 
Entering Unmasked Estep 
Score: -4907614.500000 Penalty: 3155.789551
	Iteration 37F: 3 clusters Score -4907614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Entering Unmasked Estep 
Score: -1213635.000000 Penalty: 1371.831909
	Iteration 0F: 2 clusters Score -1213635 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1206808.250000 Penalty: 2743.663818
	Iteration 0F: 3 clusters Score -1206808 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1209177.125000 Penalty: 2743.663818
	Iteration 1F: 3 clusters Score -1209177 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1209614.875000 Penalty: 2743.663818
	Iteration 2F: 3 clusters Score -1209615 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1209982.375000 Penalty: 2743.663818
	Iteration 3F: 3 clusters Score -1209982 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1210376.250000 Penalty: 2743.663818
	Iteration 4F: 3 clusters Score -1210376 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1210772.875000 Penalty: 2743.663818
	Iteration 5F: 3 clusters Score -1210773 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1211169.875000 Penalty: 2743.663818
	Iteration 6F: 3 clusters Score -1211170 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1211516.125000 Penalty: 2743.663818
	Iteration 7Q: 3 clusters Score -1211516 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1211855.250000 Penalty: 2743.663818
	Iteration 8Q: 3 clusters Score -1211855 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1212214.875000 Penalty: 2743.663818
	Iteration 9Q: 3 clusters Score -1212215 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1212539.250000 Penalty: 2743.663818
	Iteration 10Q: 3 clusters Score -1212539 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1212765.625000 Penalty: 2743.663818
	Iteration 11Q: 3 clusters Score -1212766 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1212893.375000 Penalty: 2743.663818
	Iteration 12Q: 3 clusters Score -1212893 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1212948.750000 Penalty: 2743.663818
	Iteration 13Q: 3 clusters Score -1212949 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1212988.875000 Penalty: 2743.663818
	Iteration 14Q: 3 clusters Score -1212989 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1213015.500000 Penalty: 2743.663818
	Iteration 15Q: 3 clusters Score -1213016 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1213038.875000 Penalty: 2743.663818
	Iteration 16Q: 3 clusters Score -1213039 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1213056.875000 Penalty: 2743.663818
	Iteration 17Q: 3 clusters Score -1213057 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1213072.000000 Penalty: 2743.663818
	Iteration 18Q: 3 clusters Score -1213072 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1213077.250000 Penalty: 2743.663818
	Iteration 19Q: 3 clusters Score -1213077 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1213082.875000 Penalty: 2743.663818
	Iteration 20F: 3 clusters Score -1213083 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1213088.625000 Penalty: 2743.663818
	Iteration 21Q: 3 clusters Score -1213089 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1213097.750000 Penalty: 2743.663818
	Iteration 22Q: 3 clusters Score -1213098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1213098.875000 Penalty: 2743.663818
	Iteration 23Q: 3 clusters Score -1213099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1213100.875000 Penalty: 2743.663818
	Iteration 24Q: 3 clusters Score -1213101 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1213103.875000 Penalty: 2743.663818
	Iteration 25Q: 3 clusters Score -1213104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1213106.250000 Penalty: 2743.663818
	Iteration 26Q: 3 clusters Score -1213106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1213108.375000 Penalty: 2743.663818
	Iteration 27Q: 3 clusters Score -1213108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1213109.625000 Penalty: 2743.663818
	Iteration 28Q: 3 clusters Score -1213110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1213112.750000 Penalty: 2743.663818
	Iteration 29Q: 3 clusters Score -1213113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1213111.000000 Penalty: 2743.663818
	Iteration 30Q: 3 clusters Score -1213111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1213114.875000 Penalty: 2743.663818
	Iteration 31Q: 3 clusters Score -1213115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1213112.375000 Penalty: 2743.663818
	Iteration 32Q: 3 clusters Score -1213112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1213113.500000 Penalty: 2743.663818
	Iteration 33Q: 3 clusters Score -1213114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1213114.375000 Penalty: 2743.663818
	Iteration 34Q: 3 clusters Score -1213114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1213114.125000 Penalty: 2743.663818
	Iteration 35Q: 3 clusters Score -1213114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1213117.875000 Penalty: 2743.663818
	Iteration 36Q: 3 clusters Score -1213118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1213118.000000 Penalty: 2743.663818
	Iteration 37Q: 3 clusters Score -1213118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1213119.375000 Penalty: 2743.663818
	Iteration 38Q: 3 clusters Score -1213119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1213118.750000 Penalty: 2743.663818
	Iteration 39Q: 3 clusters Score -1213119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1213118.750000 Penalty: 2743.663818
	Iteration 40F: 3 clusters Score -1213119 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (38268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38268 members 
Entering Unmasked Estep 
Score: -4713599.000000 Penalty: 1570.192505
	Iteration 0F: 2 clusters Score -4713599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -4688650.500000 Penalty: 3140.385010
	Iteration 0F: 3 clusters Score -4688650 nChanged 17560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -4698506.500000 Penalty: 3140.385010
	Iteration 1F: 3 clusters Score -4698506 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -4699064.500000 Penalty: 3140.385010
	Iteration 2Q: 3 clusters Score -4699064 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -4699594.500000 Penalty: 3140.385010
	Iteration 3Q: 3 clusters Score -4699594 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -4700128.500000 Penalty: 3140.385010
	Iteration 4Q: 3 clusters Score -4700128 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -4700684.500000 Penalty: 3140.385010
	Iteration 5Q: 3 clusters Score -4700684 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -4701314.000000 Penalty: 3140.385010
	Iteration 6Q: 3 clusters Score -4701314 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -4701966.000000 Penalty: 3140.385010
	Iteration 7Q: 3 clusters Score -4701966 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -4702614.500000 Penalty: 3140.385010
	Iteration 8Q: 3 clusters Score -4702614 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -4703253.000000 Penalty: 3140.385010
	Iteration 9Q: 3 clusters Score -4703253 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -4703895.500000 Penalty: 3140.385010
	Iteration 10Q: 3 clusters Score -4703896 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -4704584.000000 Penalty: 3140.385010
	Iteration 11Q: 3 clusters Score -4704584 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21883 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -4705356.500000 Penalty: 3140.385010
	Iteration 12Q: 3 clusters Score -4705356 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22280 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -4706205.000000 Penalty: 3140.385010
	Iteration 13Q: 3 clusters Score -4706205 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22681 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -4707012.000000 Penalty: 3140.385010
	Iteration 14Q: 3 clusters Score -4707012 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23035 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -4707718.000000 Penalty: 3140.385010
	Iteration 15Q: 3 clusters Score -4707718 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23371 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -4708247.000000 Penalty: 3140.385010
	Iteration 16Q: 3 clusters Score -4708247 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -4708548.500000 Penalty: 3140.385010
	Iteration 17Q: 3 clusters Score -4708548 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23990 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -4708760.000000 Penalty: 3140.385010
	Iteration 18Q: 3 clusters Score -4708760 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24291 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -4708908.500000 Penalty: 3140.385010
	Iteration 19Q: 3 clusters Score -4708908 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24618 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -4709077.500000 Penalty: 3140.385010
	Iteration 20F: 3 clusters Score -4709078 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24941 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -4709256.000000 Penalty: 3140.385010
	Iteration 21Q: 3 clusters Score -4709256 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25277 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -4709404.500000 Penalty: 3140.385010
	Iteration 22Q: 3 clusters Score -4709404 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25613 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -4709521.500000 Penalty: 3140.385010
	Iteration 23Q: 3 clusters Score -4709522 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25931 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -4709630.500000 Penalty: 3140.385010
	Iteration 24Q: 3 clusters Score -4709630 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26296 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -4709764.500000 Penalty: 3140.385010
	Iteration 25Q: 3 clusters Score -4709764 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26648 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -4709865.000000 Penalty: 3140.385010
	Iteration 26Q: 3 clusters Score -4709865 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27019 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -4709984.500000 Penalty: 3140.385010
	Iteration 27Q: 3 clusters Score -4709984 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27429 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -4710158.500000 Penalty: 3140.385010
	Iteration 28Q: 3 clusters Score -4710158 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27880 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -4710300.500000 Penalty: 3140.385010
	Iteration 29Q: 3 clusters Score -4710300 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28303 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -4710451.500000 Penalty: 3140.385010
	Iteration 30Q: 3 clusters Score -4710452 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28739 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -4710639.500000 Penalty: 3140.385010
	Iteration 31Q: 3 clusters Score -4710640 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29191 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -4710827.500000 Penalty: 3140.385010
	Iteration 32Q: 3 clusters Score -4710828 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29667 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -4711013.500000 Penalty: 3140.385010
	Iteration 33Q: 3 clusters Score -4711014 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30137 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -4711180.500000 Penalty: 3140.385010
	Iteration 34Q: 3 clusters Score -4711180 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30542 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -4711340.000000 Penalty: 3140.385010
	Iteration 35Q: 3 clusters Score -4711340 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30887 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -4711454.000000 Penalty: 3140.385010
	Iteration 36Q: 3 clusters Score -4711454 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31237 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -4711575.500000 Penalty: 3140.385010
	Iteration 37Q: 3 clusters Score -4711576 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31562 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -4711694.500000 Penalty: 3140.385010
	Iteration 38Q: 3 clusters Score -4711694 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31853 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -4711787.000000 Penalty: 3140.385010
	Iteration 39Q: 3 clusters Score -4711787 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32109 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -4711866.500000 Penalty: 3140.385010
	Iteration 40F: 3 clusters Score -4711866 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32323 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -4711931.500000 Penalty: 3140.385010
	Iteration 41Q: 3 clusters Score -4711932 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32513 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -4711977.500000 Penalty: 3140.385010
	Iteration 42Q: 3 clusters Score -4711978 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32699 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -4712002.000000 Penalty: 3140.385010
	Iteration 43Q: 3 clusters Score -4712002 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32868 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -4712049.000000 Penalty: 3140.385010
	Iteration 44Q: 3 clusters Score -4712049 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33029 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -4712078.000000 Penalty: 3140.385010
	Iteration 45Q: 3 clusters Score -4712078 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33164 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -4712097.000000 Penalty: 3140.385010
	Iteration 46Q: 3 clusters Score -4712097 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33294 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -4712134.000000 Penalty: 3140.385010
	Iteration 47Q: 3 clusters Score -4712134 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33412 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -4712152.500000 Penalty: 3140.385010
	Iteration 48Q: 3 clusters Score -4712152 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33514 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -4712191.500000 Penalty: 3140.385010
	Iteration 49Q: 3 clusters Score -4712192 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33610 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -4712202.500000 Penalty: 3140.385010
	Iteration 50Q: 3 clusters Score -4712202 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33695 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -4712233.000000 Penalty: 3140.385010
	Iteration 51Q: 3 clusters Score -4712233 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33790 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -4712243.500000 Penalty: 3140.385010
	Iteration 52Q: 3 clusters Score -4712244 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33863 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -4712255.500000 Penalty: 3140.385010
	Iteration 53Q: 3 clusters Score -4712256 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33909 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -4712267.500000 Penalty: 3140.385010
	Iteration 54Q: 3 clusters Score -4712268 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33969 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -4712278.000000 Penalty: 3140.385010
	Iteration 55Q: 3 clusters Score -4712278 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34019 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -4712286.500000 Penalty: 3140.385010
	Iteration 56Q: 3 clusters Score -4712286 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34063 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -4712300.000000 Penalty: 3140.385010
	Iteration 57Q: 3 clusters Score -4712300 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34096 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -4712293.500000 Penalty: 3140.385010
	Iteration 58Q: 3 clusters Score -4712294 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34133 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -4712287.000000 Penalty: 3140.385010
	Iteration 59Q: 3 clusters Score -4712287 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34151 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -4712282.500000 Penalty: 3140.385010
	Iteration 60F: 3 clusters Score -4712282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34162 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -4712281.500000 Penalty: 3140.385010
	Iteration 61Q: 3 clusters Score -4712282 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34178 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -4712271.000000 Penalty: 3140.385010
	Iteration 62Q: 3 clusters Score -4712271 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34188 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -4712275.500000 Penalty: 3140.385010
	Iteration 63Q: 3 clusters Score -4712276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34200 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -4712281.500000 Penalty: 3140.385010
	Iteration 64Q: 3 clusters Score -4712282 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34214 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -4712290.000000 Penalty: 3140.385010
	Iteration 65Q: 3 clusters Score -4712290 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34229 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -4712285.000000 Penalty: 3140.385010
	Iteration 66Q: 3 clusters Score -4712285 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34250 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -4712286.000000 Penalty: 3140.385010
	Iteration 67Q: 3 clusters Score -4712286 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34270 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -4712289.500000 Penalty: 3140.385010
	Iteration 68Q: 3 clusters Score -4712290 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34289 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -4712292.500000 Penalty: 3140.385010
	Iteration 69Q: 3 clusters Score -4712292 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34304 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -4712297.500000 Penalty: 3140.385010
	Iteration 70Q: 3 clusters Score -4712298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34315 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -4712303.000000 Penalty: 3140.385010
	Iteration 71Q: 3 clusters Score -4712303 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34335 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -4712289.500000 Penalty: 3140.385010
	Iteration 72Q: 3 clusters Score -4712290 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34359 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -4712290.000000 Penalty: 3140.385010
	Iteration 73Q: 3 clusters Score -4712290 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34383 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -4712298.000000 Penalty: 3140.385010
	Iteration 74Q: 3 clusters Score -4712298 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34400 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -4712301.500000 Penalty: 3140.385010
	Iteration 75Q: 3 clusters Score -4712302 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34413 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -4712302.000000 Penalty: 3140.385010
	Iteration 76Q: 3 clusters Score -4712302 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34426 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -4712310.000000 Penalty: 3140.385010
	Iteration 77Q: 3 clusters Score -4712310 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34442 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -4712306.500000 Penalty: 3140.385010
	Iteration 78Q: 3 clusters Score -4712306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34455 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -4712308.500000 Penalty: 3140.385010
	Iteration 79Q: 3 clusters Score -4712308 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34469 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -4712317.500000 Penalty: 3140.385010
	Iteration 80F: 3 clusters Score -4712318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34479 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -4712326.500000 Penalty: 3140.385010
	Iteration 81Q: 3 clusters Score -4712326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34487 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -4712325.000000 Penalty: 3140.385010
	Iteration 82Q: 3 clusters Score -4712325 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34504 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -4712327.500000 Penalty: 3140.385010
	Iteration 83Q: 3 clusters Score -4712328 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34520 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -4712328.000000 Penalty: 3140.385010
	Iteration 84Q: 3 clusters Score -4712328 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34536 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -4712335.500000 Penalty: 3140.385010
	Iteration 85Q: 3 clusters Score -4712336 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34554 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -4712338.000000 Penalty: 3140.385010
	Iteration 86Q: 3 clusters Score -4712338 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34570 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -4712345.000000 Penalty: 3140.385010
	Iteration 87Q: 3 clusters Score -4712345 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34590 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -4712346.500000 Penalty: 3140.385010
	Iteration 88Q: 3 clusters Score -4712346 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34605 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -4712349.500000 Penalty: 3140.385010
	Iteration 89Q: 3 clusters Score -4712350 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34619 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -4712359.000000 Penalty: 3140.385010
	Iteration 90Q: 3 clusters Score -4712359 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34630 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -4712350.000000 Penalty: 3140.385010
	Iteration 91Q: 3 clusters Score -4712350 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34644 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -4712355.000000 Penalty: 3140.385010
	Iteration 92Q: 3 clusters Score -4712355 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34663 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -4712356.500000 Penalty: 3140.385010
	Iteration 93Q: 3 clusters Score -4712356 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34681 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -4712348.500000 Penalty: 3140.385010
	Iteration 94Q: 3 clusters Score -4712348 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34701 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -4712351.000000 Penalty: 3140.385010
	Iteration 95Q: 3 clusters Score -4712351 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34723 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -4712357.000000 Penalty: 3140.385010
	Iteration 96Q: 3 clusters Score -4712357 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34744 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -4712357.000000 Penalty: 3140.385010
	Iteration 97Q: 3 clusters Score -4712357 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34750 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -4712354.000000 Penalty: 3140.385010
	Iteration 98Q: 3 clusters Score -4712354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34760 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -4712353.000000 Penalty: 3140.385010
	Iteration 99Q: 3 clusters Score -4712353 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34770 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -4712348.000000 Penalty: 3140.385010
	Iteration 100F: 3 clusters Score -4712348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34778 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -4712352.000000 Penalty: 3140.385010
	Iteration 101Q: 3 clusters Score -4712352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34788 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -4712351.000000 Penalty: 3140.385010
	Iteration 102Q: 3 clusters Score -4712351 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34798 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -4712361.500000 Penalty: 3140.385010
	Iteration 103Q: 3 clusters Score -4712362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34807 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -4712364.500000 Penalty: 3140.385010
	Iteration 104Q: 3 clusters Score -4712364 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34818 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -4712368.000000 Penalty: 3140.385010
	Iteration 105Q: 3 clusters Score -4712368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34830 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -4712370.500000 Penalty: 3140.385010
	Iteration 106Q: 3 clusters Score -4712370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34835 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -4712373.000000 Penalty: 3140.385010
	Iteration 107Q: 3 clusters Score -4712373 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34842 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -4712371.500000 Penalty: 3140.385010
	Iteration 108Q: 3 clusters Score -4712372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34849 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -4712368.500000 Penalty: 3140.385010
	Iteration 109Q: 3 clusters Score -4712368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34856 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -4712369.000000 Penalty: 3140.385010
	Iteration 110Q: 3 clusters Score -4712369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34864 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -4712373.500000 Penalty: 3140.385010
	Iteration 111Q: 3 clusters Score -4712374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34871 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -4712372.000000 Penalty: 3140.385010
	Iteration 112Q: 3 clusters Score -4712372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34879 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -4712379.000000 Penalty: 3140.385010
	Iteration 113Q: 3 clusters Score -4712379 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34891 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -4712385.500000 Penalty: 3140.385010
	Iteration 114Q: 3 clusters Score -4712386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34896 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -4712383.500000 Penalty: 3140.385010
	Iteration 115Q: 3 clusters Score -4712384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34902 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -4712388.000000 Penalty: 3140.385010
	Iteration 116Q: 3 clusters Score -4712388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34906 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -4712386.500000 Penalty: 3140.385010
	Iteration 117Q: 3 clusters Score -4712386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34913 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -4712387.000000 Penalty: 3140.385010
	Iteration 118Q: 3 clusters Score -4712387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34918 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -4712380.500000 Penalty: 3140.385010
	Iteration 119Q: 3 clusters Score -4712380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34924 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -4712381.000000 Penalty: 3140.385010
	Iteration 120F: 3 clusters Score -4712381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34929 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -4712377.500000 Penalty: 3140.385010
	Iteration 121Q: 3 clusters Score -4712378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34939 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -4712393.500000 Penalty: 3140.385010
	Iteration 122Q: 3 clusters Score -4712394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34949 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -4712394.000000 Penalty: 3140.385010
	Iteration 123Q: 3 clusters Score -4712394 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34967 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -4712396.500000 Penalty: 3140.385010
	Iteration 124Q: 3 clusters Score -4712396 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34985 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -4712399.500000 Penalty: 3140.385010
	Iteration 125Q: 3 clusters Score -4712400 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35001 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -4712407.000000 Penalty: 3140.385010
	Iteration 126Q: 3 clusters Score -4712407 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35013 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -4712411.000000 Penalty: 3140.385010
	Iteration 127Q: 3 clusters Score -4712411 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35022 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -4712418.500000 Penalty: 3140.385010
	Iteration 128Q: 3 clusters Score -4712418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35030 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -4712416.000000 Penalty: 3140.385010
	Iteration 129Q: 3 clusters Score -4712416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35038 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -4712420.000000 Penalty: 3140.385010
	Iteration 130Q: 3 clusters Score -4712420 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35052 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -4712421.500000 Penalty: 3140.385010
	Iteration 131Q: 3 clusters Score -4712422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35063 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -4712425.500000 Penalty: 3140.385010
	Iteration 132Q: 3 clusters Score -4712426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35070 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -4712429.500000 Penalty: 3140.385010
	Iteration 133Q: 3 clusters Score -4712430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35077 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -4712422.500000 Penalty: 3140.385010
	Iteration 134Q: 3 clusters Score -4712422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35087 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -4712425.000000 Penalty: 3140.385010
	Iteration 135Q: 3 clusters Score -4712425 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35097 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -4712426.500000 Penalty: 3140.385010
	Iteration 136Q: 3 clusters Score -4712426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35102 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -4712433.500000 Penalty: 3140.385010
	Iteration 137Q: 3 clusters Score -4712434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35109 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -4712438.500000 Penalty: 3140.385010
	Iteration 138Q: 3 clusters Score -4712438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35114 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -4712442.000000 Penalty: 3140.385010
	Iteration 139Q: 3 clusters Score -4712442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35121 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -4712443.500000 Penalty: 3140.385010
	Iteration 140F: 3 clusters Score -4712444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35131 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -4712433.500000 Penalty: 3140.385010
	Iteration 141Q: 3 clusters Score -4712434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35138 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -4712433.000000 Penalty: 3140.385010
	Iteration 142Q: 3 clusters Score -4712433 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35147 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -4712438.000000 Penalty: 3140.385010
	Iteration 143Q: 3 clusters Score -4712438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35151 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -4712434.500000 Penalty: 3140.385010
	Iteration 144Q: 3 clusters Score -4712434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35156 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -4712439.000000 Penalty: 3140.385010
	Iteration 145Q: 3 clusters Score -4712439 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35164 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -4712433.500000 Penalty: 3140.385010
	Iteration 146Q: 3 clusters Score -4712434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35170 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -4712443.000000 Penalty: 3140.385010
	Iteration 147Q: 3 clusters Score -4712443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35172 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -4712441.500000 Penalty: 3140.385010
	Iteration 148Q: 3 clusters Score -4712442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35174 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -4712444.500000 Penalty: 3140.385010
	Iteration 149Q: 3 clusters Score -4712444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35174 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -4712437.500000 Penalty: 3140.385010
	Iteration 150Q: 3 clusters Score -4712438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35175 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -4712439.000000 Penalty: 3140.385010
	Iteration 151Q: 3 clusters Score -4712439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35177 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -4712437.000000 Penalty: 3140.385010
	Iteration 152Q: 3 clusters Score -4712437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35178 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -4712435.500000 Penalty: 3140.385010
	Iteration 153Q: 3 clusters Score -4712436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35178 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -4712435.500000 Penalty: 3140.385010
	Iteration 154F: 3 clusters Score -4712436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (32226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32226 members 
Entering Unmasked Estep 
Score: -3766208.750000 Penalty: 1544.622681
	Iteration 0F: 2 clusters Score -3766209 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -3745312.750000 Penalty: 3089.245361
	Iteration 0F: 3 clusters Score -3745313 nChanged 14534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -3753483.750000 Penalty: 3089.245361
	Iteration 1F: 3 clusters Score -3753484 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -3754284.500000 Penalty: 3089.245361
	Iteration 2F: 3 clusters Score -3754284 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -3755331.750000 Penalty: 3089.245361
	Iteration 3F: 3 clusters Score -3755332 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 21816 members 
Entering Unmasked Estep 
Score: -3756711.000000 Penalty: 3089.245361
	Iteration 4F: 3 clusters Score -3756711 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -3758448.250000 Penalty: 3089.245361
	Iteration 5F: 3 clusters Score -3758448 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 25975 members 
Entering Unmasked Estep 
Score: -3760422.750000 Penalty: 3089.245361
	Iteration 6F: 3 clusters Score -3760423 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 27929 members 
Entering Unmasked Estep 
Score: -3762284.250000 Penalty: 3089.245361
	Iteration 7F: 3 clusters Score -3762284 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 29428 members 
Entering Unmasked Estep 
Score: -3763698.500000 Penalty: 3089.245361
	Iteration 8Q: 3 clusters Score -3763698 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 30338 members 
Entering Unmasked Estep 
Score: -3764498.250000 Penalty: 3089.245361
	Iteration 9Q: 3 clusters Score -3764498 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 30872 members 
Entering Unmasked Estep 
Score: -3764941.500000 Penalty: 3089.245361
	Iteration 10Q: 3 clusters Score -3764942 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 31158 members 
Entering Unmasked Estep 
Score: -3765127.250000 Penalty: 3089.245361
	Iteration 11Q: 3 clusters Score -3765127 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 31313 members 
Entering Unmasked Estep 
Score: -3765233.750000 Penalty: 3089.245361
	Iteration 12Q: 3 clusters Score -3765234 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 31391 members 
Entering Unmasked Estep 
Score: -3765284.750000 Penalty: 3089.245361
	Iteration 13Q: 3 clusters Score -3765285 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 31441 members 
Entering Unmasked Estep 
Score: -3765313.250000 Penalty: 3089.245361
	Iteration 14Q: 3 clusters Score -3765313 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 31468 members 
Entering Unmasked Estep 
Score: -3765335.750000 Penalty: 3089.245361
	Iteration 15Q: 3 clusters Score -3765336 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 31485 members 
Entering Unmasked Estep 
Score: -3765346.000000 Penalty: 3089.245361
	Iteration 16Q: 3 clusters Score -3765346 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 31496 members 
Entering Unmasked Estep 
Score: -3765362.750000 Penalty: 3089.245361
	Iteration 17Q: 3 clusters Score -3765363 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 31508 members 
Entering Unmasked Estep 
Score: -3765366.250000 Penalty: 3089.245361
	Iteration 18Q: 3 clusters Score -3765366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 31515 members 
Entering Unmasked Estep 
Score: -3765379.250000 Penalty: 3089.245361
	Iteration 19Q: 3 clusters Score -3765379 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 31523 members 
Entering Unmasked Estep 
Score: -3765380.250000 Penalty: 3089.245361
	Iteration 20F: 3 clusters Score -3765380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 31528 members 
Entering Unmasked Estep 
Score: -3765380.250000 Penalty: 3089.245361
	Iteration 21Q: 3 clusters Score -3765380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 31534 members 
Entering Unmasked Estep 
Score: -3765393.250000 Penalty: 3089.245361
	Iteration 22Q: 3 clusters Score -3765393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 31538 members 
Entering Unmasked Estep 
Score: -3765397.750000 Penalty: 3089.245361
	Iteration 23Q: 3 clusters Score -3765398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 31542 members 
Entering Unmasked Estep 
Score: -3765396.250000 Penalty: 3089.245361
	Iteration 24Q: 3 clusters Score -3765396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 31544 members 
Entering Unmasked Estep 
Score: -3765390.750000 Penalty: 3089.245361
	Iteration 25Q: 3 clusters Score -3765391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 31543 members 
Entering Unmasked Estep 
Score: -3765394.250000 Penalty: 3089.245361
	Iteration 26Q: 3 clusters Score -3765394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 31543 members 
Entering Unmasked Estep 
Score: -3765394.250000 Penalty: 3089.245361
	Iteration 27F: 3 clusters Score -3765394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Entering Unmasked Estep 
Score: -470262.812500 Penalty: 1235.414062
	Iteration 0F: 2 clusters Score -470262.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -467133.218750 Penalty: 2470.828125
	Iteration 0F: 3 clusters Score -467133.2 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -468038.343750 Penalty: 2470.828125
	Iteration 1F: 3 clusters Score -468038.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -468291.937500 Penalty: 2470.828125
	Iteration 2F: 3 clusters Score -468291.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -468499.531250 Penalty: 2470.828125
	Iteration 3F: 3 clusters Score -468499.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -468676.468750 Penalty: 2470.828125
	Iteration 4F: 3 clusters Score -468676.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -468834.000000 Penalty: 2470.828125
	Iteration 5Q: 3 clusters Score -468834 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -468989.843750 Penalty: 2470.828125
	Iteration 6Q: 3 clusters Score -468989.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -469155.531250 Penalty: 2470.828125
	Iteration 7Q: 3 clusters Score -469155.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -469269.750000 Penalty: 2470.828125
	Iteration 8Q: 3 clusters Score -469269.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -469371.875000 Penalty: 2470.828125
	Iteration 9Q: 3 clusters Score -469371.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -469460.500000 Penalty: 2470.828125
	Iteration 10Q: 3 clusters Score -469460.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -469556.312500 Penalty: 2470.828125
	Iteration 11Q: 3 clusters Score -469556.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -469629.750000 Penalty: 2470.828125
	Iteration 12Q: 3 clusters Score -469629.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -469690.218750 Penalty: 2470.828125
	Iteration 13Q: 3 clusters Score -469690.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -469718.125000 Penalty: 2470.828125
	Iteration 14Q: 3 clusters Score -469718.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -469742.625000 Penalty: 2470.828125
	Iteration 15Q: 3 clusters Score -469742.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -469756.718750 Penalty: 2470.828125
	Iteration 16Q: 3 clusters Score -469756.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -469770.593750 Penalty: 2470.828125
	Iteration 17Q: 3 clusters Score -469770.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -469787.031250 Penalty: 2470.828125
	Iteration 18Q: 3 clusters Score -469787 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -469798.375000 Penalty: 2470.828125
	Iteration 19Q: 3 clusters Score -469798.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -469806.718750 Penalty: 2470.828125
	Iteration 20F: 3 clusters Score -469806.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -469815.812500 Penalty: 2470.828125
	Iteration 21Q: 3 clusters Score -469815.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -469822.562500 Penalty: 2470.828125
	Iteration 22Q: 3 clusters Score -469822.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -469827.062500 Penalty: 2470.828125
	Iteration 23Q: 3 clusters Score -469827.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -469830.718750 Penalty: 2470.828125
	Iteration 24Q: 3 clusters Score -469830.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -469834.906250 Penalty: 2470.828125
	Iteration 25Q: 3 clusters Score -469834.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -469837.156250 Penalty: 2470.828125
	Iteration 26Q: 3 clusters Score -469837.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -469837.968750 Penalty: 2470.828125
	Iteration 27Q: 3 clusters Score -469838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -469838.000000 Penalty: 2470.828125
	Iteration 28Q: 3 clusters Score -469838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -469838.312500 Penalty: 2470.828125
	Iteration 29Q: 3 clusters Score -469838.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -469838.312500 Penalty: 2470.828125
	Iteration 30F: 3 clusters Score -469838.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Entering Unmasked Estep 
Score: -842040.062500 Penalty: 1318.547729
	Iteration 0F: 2 clusters Score -842040.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -837124.187500 Penalty: 2637.095459
	Iteration 0F: 3 clusters Score -837124.2 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -838768.937500 Penalty: 2637.095459
	Iteration 1F: 3 clusters Score -838768.9 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -839095.875000 Penalty: 2637.095459
	Iteration 2F: 3 clusters Score -839095.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -839332.000000 Penalty: 2637.095459
	Iteration 3F: 3 clusters Score -839332 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -839512.250000 Penalty: 2637.095459
	Iteration 4Q: 3 clusters Score -839512.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -839652.625000 Penalty: 2637.095459
	Iteration 5Q: 3 clusters Score -839652.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -839772.000000 Penalty: 2637.095459
	Iteration 6Q: 3 clusters Score -839772 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -839869.125000 Penalty: 2637.095459
	Iteration 7Q: 3 clusters Score -839869.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -839960.250000 Penalty: 2637.095459
	Iteration 8Q: 3 clusters Score -839960.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -840044.062500 Penalty: 2637.095459
	Iteration 9Q: 3 clusters Score -840044.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -840142.375000 Penalty: 2637.095459
	Iteration 10Q: 3 clusters Score -840142.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -840254.625000 Penalty: 2637.095459
	Iteration 11Q: 3 clusters Score -840254.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -840360.812500 Penalty: 2637.095459
	Iteration 12Q: 3 clusters Score -840360.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -840452.125000 Penalty: 2637.095459
	Iteration 13Q: 3 clusters Score -840452.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -840545.875000 Penalty: 2637.095459
	Iteration 14Q: 3 clusters Score -840545.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -840630.250000 Penalty: 2637.095459
	Iteration 15Q: 3 clusters Score -840630.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -840699.125000 Penalty: 2637.095459
	Iteration 16Q: 3 clusters Score -840699.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -840753.625000 Penalty: 2637.095459
	Iteration 17Q: 3 clusters Score -840753.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -840798.625000 Penalty: 2637.095459
	Iteration 18Q: 3 clusters Score -840798.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -840835.562500 Penalty: 2637.095459
	Iteration 19Q: 3 clusters Score -840835.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -840873.437500 Penalty: 2637.095459
	Iteration 20F: 3 clusters Score -840873.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -840891.375000 Penalty: 2637.095459
	Iteration 21Q: 3 clusters Score -840891.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -840903.687500 Penalty: 2637.095459
	Iteration 22Q: 3 clusters Score -840903.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -840915.750000 Penalty: 2637.095459
	Iteration 23Q: 3 clusters Score -840915.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -840921.562500 Penalty: 2637.095459
	Iteration 24Q: 3 clusters Score -840921.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -840928.000000 Penalty: 2637.095459
	Iteration 25Q: 3 clusters Score -840928 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -840933.875000 Penalty: 2637.095459
	Iteration 26Q: 3 clusters Score -840933.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -840935.250000 Penalty: 2637.095459
	Iteration 27Q: 3 clusters Score -840935.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -840939.250000 Penalty: 2637.095459
	Iteration 28Q: 3 clusters Score -840939.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -840943.875000 Penalty: 2637.095459
	Iteration 29Q: 3 clusters Score -840943.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -840949.937500 Penalty: 2637.095459
	Iteration 30Q: 3 clusters Score -840949.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -840952.687500 Penalty: 2637.095459
	Iteration 31Q: 3 clusters Score -840952.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -840956.062500 Penalty: 2637.095459
	Iteration 32Q: 3 clusters Score -840956.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -840957.812500 Penalty: 2637.095459
	Iteration 33Q: 3 clusters Score -840957.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -840960.562500 Penalty: 2637.095459
	Iteration 34Q: 3 clusters Score -840960.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -840961.750000 Penalty: 2637.095459
	Iteration 35Q: 3 clusters Score -840961.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -840965.250000 Penalty: 2637.095459
	Iteration 36Q: 3 clusters Score -840965.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -840966.562500 Penalty: 2637.095459
	Iteration 37Q: 3 clusters Score -840966.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -840971.500000 Penalty: 2637.095459
	Iteration 38Q: 3 clusters Score -840971.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -840972.000000 Penalty: 2637.095459
	Iteration 39Q: 3 clusters Score -840972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -840976.000000 Penalty: 2637.095459
	Iteration 40F: 3 clusters Score -840976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -840977.000000 Penalty: 2637.095459
	Iteration 41Q: 3 clusters Score -840977 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -840978.437500 Penalty: 2637.095459
	Iteration 42Q: 3 clusters Score -840978.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -840980.000000 Penalty: 2637.095459
	Iteration 43Q: 3 clusters Score -840980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -840980.812500 Penalty: 2637.095459
	Iteration 44Q: 3 clusters Score -840980.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -840981.062500 Penalty: 2637.095459
	Iteration 45Q: 3 clusters Score -840981.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -840982.687500 Penalty: 2637.095459
	Iteration 46Q: 3 clusters Score -840982.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -840983.937500 Penalty: 2637.095459
	Iteration 47Q: 3 clusters Score -840983.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -840990.500000 Penalty: 2637.095459
	Iteration 48Q: 3 clusters Score -840990.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -840991.250000 Penalty: 2637.095459
	Iteration 49Q: 3 clusters Score -840991.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -840994.812500 Penalty: 2637.095459
	Iteration 50Q: 3 clusters Score -840994.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -840996.250000 Penalty: 2637.095459
	Iteration 51Q: 3 clusters Score -840996.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -841001.062500 Penalty: 2637.095459
	Iteration 52Q: 3 clusters Score -841001.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -841005.437500 Penalty: 2637.095459
	Iteration 53Q: 3 clusters Score -841005.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -841007.250000 Penalty: 2637.095459
	Iteration 54Q: 3 clusters Score -841007.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -841009.750000 Penalty: 2637.095459
	Iteration 55Q: 3 clusters Score -841009.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -841013.187500 Penalty: 2637.095459
	Iteration 56Q: 3 clusters Score -841013.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -841011.562500 Penalty: 2637.095459
	Iteration 57Q: 3 clusters Score -841011.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -841017.125000 Penalty: 2637.095459
	Iteration 58Q: 3 clusters Score -841017.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -841019.562500 Penalty: 2637.095459
	Iteration 59Q: 3 clusters Score -841019.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -841020.125000 Penalty: 2637.095459
	Iteration 60F: 3 clusters Score -841020.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -841022.687500 Penalty: 2637.095459
	Iteration 61Q: 3 clusters Score -841022.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -841026.125000 Penalty: 2637.095459
	Iteration 62Q: 3 clusters Score -841026.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -841025.187500 Penalty: 2637.095459
	Iteration 63Q: 3 clusters Score -841025.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -841027.062500 Penalty: 2637.095459
	Iteration 64Q: 3 clusters Score -841027.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -841027.875000 Penalty: 2637.095459
	Iteration 65Q: 3 clusters Score -841027.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -841028.875000 Penalty: 2637.095459
	Iteration 66Q: 3 clusters Score -841028.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -841031.187500 Penalty: 2637.095459
	Iteration 67Q: 3 clusters Score -841031.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -841031.500000 Penalty: 2637.095459
	Iteration 68Q: 3 clusters Score -841031.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -841031.500000 Penalty: 2637.095459
	Iteration 69F: 3 clusters Score -841031.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Entering Unmasked Estep 
Score: -1039965.125000 Penalty: 1348.384644
	Iteration 0F: 2 clusters Score -1039965 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1034051.125000 Penalty: 2696.769287
	Iteration 0F: 3 clusters Score -1034051 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1036030.125000 Penalty: 2696.769287
	Iteration 1F: 3 clusters Score -1036030 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1036297.562500 Penalty: 2696.769287
	Iteration 2F: 3 clusters Score -1036298 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1036461.000000 Penalty: 2696.769287
	Iteration 3Q: 3 clusters Score -1036461 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1036571.250000 Penalty: 2696.769287
	Iteration 4Q: 3 clusters Score -1036571 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1036655.375000 Penalty: 2696.769287
	Iteration 5Q: 3 clusters Score -1036655 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1036743.375000 Penalty: 2696.769287
	Iteration 6Q: 3 clusters Score -1036743 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1036818.750000 Penalty: 2696.769287
	Iteration 7Q: 3 clusters Score -1036819 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1036903.375000 Penalty: 2696.769287
	Iteration 8Q: 3 clusters Score -1036903 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1036984.750000 Penalty: 2696.769287
	Iteration 9Q: 3 clusters Score -1036985 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1037067.937500 Penalty: 2696.769287
	Iteration 10Q: 3 clusters Score -1037068 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1037160.500000 Penalty: 2696.769287
	Iteration 11Q: 3 clusters Score -1037160 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1037249.312500 Penalty: 2696.769287
	Iteration 12Q: 3 clusters Score -1037249 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1037345.562500 Penalty: 2696.769287
	Iteration 13Q: 3 clusters Score -1037346 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1037442.687500 Penalty: 2696.769287
	Iteration 14Q: 3 clusters Score -1037443 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1037555.062500 Penalty: 2696.769287
	Iteration 15Q: 3 clusters Score -1037555 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1037664.750000 Penalty: 2696.769287
	Iteration 16Q: 3 clusters Score -1037665 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1037778.437500 Penalty: 2696.769287
	Iteration 17Q: 3 clusters Score -1037778 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1037880.687500 Penalty: 2696.769287
	Iteration 18Q: 3 clusters Score -1037881 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1037970.500000 Penalty: 2696.769287
	Iteration 19Q: 3 clusters Score -1037970 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1038064.500000 Penalty: 2696.769287
	Iteration 20F: 3 clusters Score -1038064 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1038154.250000 Penalty: 2696.769287
	Iteration 21Q: 3 clusters Score -1038154 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1038234.937500 Penalty: 2696.769287
	Iteration 22Q: 3 clusters Score -1038235 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1038301.437500 Penalty: 2696.769287
	Iteration 23Q: 3 clusters Score -1038301 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1038374.750000 Penalty: 2696.769287
	Iteration 24Q: 3 clusters Score -1038375 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1038446.812500 Penalty: 2696.769287
	Iteration 25Q: 3 clusters Score -1038447 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1038509.250000 Penalty: 2696.769287
	Iteration 26Q: 3 clusters Score -1038509 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1038556.125000 Penalty: 2696.769287
	Iteration 27Q: 3 clusters Score -1038556 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1038603.312500 Penalty: 2696.769287
	Iteration 28Q: 3 clusters Score -1038603 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1038651.750000 Penalty: 2696.769287
	Iteration 29Q: 3 clusters Score -1038652 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1038685.500000 Penalty: 2696.769287
	Iteration 30Q: 3 clusters Score -1038686 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1038729.375000 Penalty: 2696.769287
	Iteration 31Q: 3 clusters Score -1038729 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1038764.125000 Penalty: 2696.769287
	Iteration 32Q: 3 clusters Score -1038764 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1038793.125000 Penalty: 2696.769287
	Iteration 33Q: 3 clusters Score -1038793 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1038817.437500 Penalty: 2696.769287
	Iteration 34Q: 3 clusters Score -1038817 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1038838.125000 Penalty: 2696.769287
	Iteration 35Q: 3 clusters Score -1038838 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1038857.500000 Penalty: 2696.769287
	Iteration 36Q: 3 clusters Score -1038858 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1038870.125000 Penalty: 2696.769287
	Iteration 37Q: 3 clusters Score -1038870 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1038877.375000 Penalty: 2696.769287
	Iteration 38Q: 3 clusters Score -1038877 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1038885.125000 Penalty: 2696.769287
	Iteration 39Q: 3 clusters Score -1038885 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1038892.062500 Penalty: 2696.769287
	Iteration 40F: 3 clusters Score -1038892 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1038898.312500 Penalty: 2696.769287
	Iteration 41Q: 3 clusters Score -1038898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1038905.250000 Penalty: 2696.769287
	Iteration 42Q: 3 clusters Score -1038905 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1038910.625000 Penalty: 2696.769287
	Iteration 43Q: 3 clusters Score -1038911 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1038914.437500 Penalty: 2696.769287
	Iteration 44Q: 3 clusters Score -1038914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1038920.375000 Penalty: 2696.769287
	Iteration 45Q: 3 clusters Score -1038920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1038931.625000 Penalty: 2696.769287
	Iteration 46Q: 3 clusters Score -1038932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1038937.500000 Penalty: 2696.769287
	Iteration 47Q: 3 clusters Score -1038938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1038940.625000 Penalty: 2696.769287
	Iteration 48Q: 3 clusters Score -1038941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1038940.687500 Penalty: 2696.769287
	Iteration 49Q: 3 clusters Score -1038941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1038941.250000 Penalty: 2696.769287
	Iteration 50Q: 3 clusters Score -1038941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1038943.000000 Penalty: 2696.769287
	Iteration 51Q: 3 clusters Score -1038943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1038943.187500 Penalty: 2696.769287
	Iteration 52Q: 3 clusters Score -1038943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1038945.250000 Penalty: 2696.769287
	Iteration 53Q: 3 clusters Score -1038945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1038946.312500 Penalty: 2696.769287
	Iteration 54Q: 3 clusters Score -1038946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1038946.625000 Penalty: 2696.769287
	Iteration 55Q: 3 clusters Score -1038947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1038947.562500 Penalty: 2696.769287
	Iteration 56Q: 3 clusters Score -1038948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1038948.062500 Penalty: 2696.769287
	Iteration 57Q: 3 clusters Score -1038948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1038949.687500 Penalty: 2696.769287
	Iteration 58Q: 3 clusters Score -1038950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1038949.562500 Penalty: 2696.769287
	Iteration 59Q: 3 clusters Score -1038950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1038951.812500 Penalty: 2696.769287
	Iteration 60F: 3 clusters Score -1038952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1038951.250000 Penalty: 2696.769287
	Iteration 61Q: 3 clusters Score -1038951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1038951.250000 Penalty: 2696.769287
	Iteration 62F: 3 clusters Score -1038951 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Entering Unmasked Estep 
Score: -562165.750000 Penalty: 1262.611084
	Iteration 0F: 2 clusters Score -562165.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -558630.125000 Penalty: 2525.222168
	Iteration 0F: 3 clusters Score -558630.1 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -559665.562500 Penalty: 2525.222168
	Iteration 1F: 3 clusters Score -559665.6 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -559939.562500 Penalty: 2525.222168
	Iteration 2F: 3 clusters Score -559939.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -560171.750000 Penalty: 2525.222168
	Iteration 3F: 3 clusters Score -560171.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -560349.812500 Penalty: 2525.222168
	Iteration 4Q: 3 clusters Score -560349.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -560541.062500 Penalty: 2525.222168
	Iteration 5Q: 3 clusters Score -560541.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -560763.687500 Penalty: 2525.222168
	Iteration 6Q: 3 clusters Score -560763.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -560973.437500 Penalty: 2525.222168
	Iteration 7Q: 3 clusters Score -560973.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -561140.687500 Penalty: 2525.222168
	Iteration 8Q: 3 clusters Score -561140.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -561275.562500 Penalty: 2525.222168
	Iteration 9Q: 3 clusters Score -561275.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -561402.812500 Penalty: 2525.222168
	Iteration 10Q: 3 clusters Score -561402.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -561506.562500 Penalty: 2525.222168
	Iteration 11Q: 3 clusters Score -561506.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -561566.750000 Penalty: 2525.222168
	Iteration 12Q: 3 clusters Score -561566.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -561610.062500 Penalty: 2525.222168
	Iteration 13Q: 3 clusters Score -561610.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -561636.187500 Penalty: 2525.222168
	Iteration 14Q: 3 clusters Score -561636.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -561646.062500 Penalty: 2525.222168
	Iteration 15Q: 3 clusters Score -561646.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -561653.812500 Penalty: 2525.222168
	Iteration 16Q: 3 clusters Score -561653.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -561663.000000 Penalty: 2525.222168
	Iteration 17Q: 3 clusters Score -561663 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -561670.875000 Penalty: 2525.222168
	Iteration 18Q: 3 clusters Score -561670.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -561678.937500 Penalty: 2525.222168
	Iteration 19Q: 3 clusters Score -561678.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -561680.187500 Penalty: 2525.222168
	Iteration 20F: 3 clusters Score -561680.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -561685.187500 Penalty: 2525.222168
	Iteration 21Q: 3 clusters Score -561685.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -561688.812500 Penalty: 2525.222168
	Iteration 22Q: 3 clusters Score -561688.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -561693.750000 Penalty: 2525.222168
	Iteration 23Q: 3 clusters Score -561693.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -561697.750000 Penalty: 2525.222168
	Iteration 24Q: 3 clusters Score -561697.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -561698.875000 Penalty: 2525.222168
	Iteration 25Q: 3 clusters Score -561698.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -561699.437500 Penalty: 2525.222168
	Iteration 26Q: 3 clusters Score -561699.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -561702.500000 Penalty: 2525.222168
	Iteration 27Q: 3 clusters Score -561702.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -561705.125000 Penalty: 2525.222168
	Iteration 28Q: 3 clusters Score -561705.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -561708.125000 Penalty: 2525.222168
	Iteration 29Q: 3 clusters Score -561708.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -561712.187500 Penalty: 2525.222168
	Iteration 30Q: 3 clusters Score -561712.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -561717.625000 Penalty: 2525.222168
	Iteration 31Q: 3 clusters Score -561717.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -561723.687500 Penalty: 2525.222168
	Iteration 32Q: 3 clusters Score -561723.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -561728.125000 Penalty: 2525.222168
	Iteration 33Q: 3 clusters Score -561728.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -561731.437500 Penalty: 2525.222168
	Iteration 34Q: 3 clusters Score -561731.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -561736.062500 Penalty: 2525.222168
	Iteration 35Q: 3 clusters Score -561736.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -561741.562500 Penalty: 2525.222168
	Iteration 36Q: 3 clusters Score -561741.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -561746.687500 Penalty: 2525.222168
	Iteration 37Q: 3 clusters Score -561746.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -561754.000000 Penalty: 2525.222168
	Iteration 38Q: 3 clusters Score -561754 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -561762.250000 Penalty: 2525.222168
	Iteration 39Q: 3 clusters Score -561762.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -561766.437500 Penalty: 2525.222168
	Iteration 40F: 3 clusters Score -561766.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -561772.937500 Penalty: 2525.222168
	Iteration 41Q: 3 clusters Score -561772.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -561784.750000 Penalty: 2525.222168
	Iteration 42Q: 3 clusters Score -561784.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -561793.062500 Penalty: 2525.222168
	Iteration 43Q: 3 clusters Score -561793.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -561808.000000 Penalty: 2525.222168
	Iteration 44Q: 3 clusters Score -561808 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -561844.250000 Penalty: 2525.222168
	Iteration 45Q: 3 clusters Score -561844.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -561873.125000 Penalty: 2525.222168
	Iteration 46Q: 3 clusters Score -561873.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -561894.937500 Penalty: 2525.222168
	Iteration 47Q: 3 clusters Score -561894.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -561906.000000 Penalty: 2525.222168
	Iteration 48Q: 3 clusters Score -561906 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -561917.062500 Penalty: 2525.222168
	Iteration 49Q: 3 clusters Score -561917.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -561925.375000 Penalty: 2525.222168
	Iteration 50Q: 3 clusters Score -561925.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -561931.687500 Penalty: 2525.222168
	Iteration 51Q: 3 clusters Score -561931.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -561938.187500 Penalty: 2525.222168
	Iteration 52Q: 3 clusters Score -561938.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -561945.500000 Penalty: 2525.222168
	Iteration 53Q: 3 clusters Score -561945.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -561950.500000 Penalty: 2525.222168
	Iteration 54Q: 3 clusters Score -561950.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -561953.250000 Penalty: 2525.222168
	Iteration 55Q: 3 clusters Score -561953.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -561956.687500 Penalty: 2525.222168
	Iteration 56Q: 3 clusters Score -561956.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -561960.812500 Penalty: 2525.222168
	Iteration 57Q: 3 clusters Score -561960.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -561961.937500 Penalty: 2525.222168
	Iteration 58Q: 3 clusters Score -561961.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -561966.750000 Penalty: 2525.222168
	Iteration 59Q: 3 clusters Score -561966.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -561971.437500 Penalty: 2525.222168
	Iteration 60F: 3 clusters Score -561971.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -561975.437500 Penalty: 2525.222168
	Iteration 61Q: 3 clusters Score -561975.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -561978.750000 Penalty: 2525.222168
	Iteration 62Q: 3 clusters Score -561978.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -561984.875000 Penalty: 2525.222168
	Iteration 63Q: 3 clusters Score -561984.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -561990.562500 Penalty: 2525.222168
	Iteration 64Q: 3 clusters Score -561990.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -561997.875000 Penalty: 2525.222168
	Iteration 65Q: 3 clusters Score -561997.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -562007.125000 Penalty: 2525.222168
	Iteration 66Q: 3 clusters Score -562007.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -562009.437500 Penalty: 2525.222168
	Iteration 67Q: 3 clusters Score -562009.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -562012.375000 Penalty: 2525.222168
	Iteration 68Q: 3 clusters Score -562012.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -562015.500000 Penalty: 2525.222168
	Iteration 69Q: 3 clusters Score -562015.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -562018.312500 Penalty: 2525.222168
	Iteration 70Q: 3 clusters Score -562018.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -562019.250000 Penalty: 2525.222168
	Iteration 71Q: 3 clusters Score -562019.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -562019.125000 Penalty: 2525.222168
	Iteration 72Q: 3 clusters Score -562019.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -562020.562500 Penalty: 2525.222168
	Iteration 73Q: 3 clusters Score -562020.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -562021.312500 Penalty: 2525.222168
	Iteration 74Q: 3 clusters Score -562021.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -562022.187500 Penalty: 2525.222168
	Iteration 75Q: 3 clusters Score -562022.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -562023.812500 Penalty: 2525.222168
	Iteration 76Q: 3 clusters Score -562023.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -562023.375000 Penalty: 2525.222168
	Iteration 77Q: 3 clusters Score -562023.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -562023.562500 Penalty: 2525.222168
	Iteration 78Q: 3 clusters Score -562023.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -562023.562500 Penalty: 2525.222168
	Iteration 79F: 3 clusters Score -562023.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21811 members 
Entering Unmasked Estep 
Score: -2771978.500000 Penalty: 1486.537231
	Iteration 0F: 2 clusters Score -2771978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -2757669.250000 Penalty: 2973.074463
	Iteration 0F: 3 clusters Score -2757669 nChanged 9664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -2762791.500000 Penalty: 2973.074463
	Iteration 1F: 3 clusters Score -2762792 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -2763213.500000 Penalty: 2973.074463
	Iteration 2F: 3 clusters Score -2763214 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -2763643.750000 Penalty: 2973.074463
	Iteration 3Q: 3 clusters Score -2763644 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -2764117.500000 Penalty: 2973.074463
	Iteration 4Q: 3 clusters Score -2764118 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -2764706.500000 Penalty: 2973.074463
	Iteration 5F: 3 clusters Score -2764706 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -2765430.250000 Penalty: 2973.074463
	Iteration 6F: 3 clusters Score -2765430 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -2766315.500000 Penalty: 2973.074463
	Iteration 7F: 3 clusters Score -2766316 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -2767238.250000 Penalty: 2973.074463
	Iteration 8F: 3 clusters Score -2767238 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -2768164.000000 Penalty: 2973.074463
	Iteration 9F: 3 clusters Score -2768164 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -2768901.250000 Penalty: 2973.074463
	Iteration 10Q: 3 clusters Score -2768901 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -2769523.250000 Penalty: 2973.074463
	Iteration 11Q: 3 clusters Score -2769523 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2769959.500000 Penalty: 2973.074463
	Iteration 12Q: 3 clusters Score -2769960 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20868 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2770255.250000 Penalty: 2973.074463
	Iteration 13Q: 3 clusters Score -2770255 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2770421.500000 Penalty: 2973.074463
	Iteration 14Q: 3 clusters Score -2770422 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2770520.750000 Penalty: 2973.074463
	Iteration 15Q: 3 clusters Score -2770521 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2770582.250000 Penalty: 2973.074463
	Iteration 16Q: 3 clusters Score -2770582 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2770614.500000 Penalty: 2973.074463
	Iteration 17Q: 3 clusters Score -2770614 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21341 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2770639.000000 Penalty: 2973.074463
	Iteration 18Q: 3 clusters Score -2770639 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2770663.500000 Penalty: 2973.074463
	Iteration 19Q: 3 clusters Score -2770664 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2770671.250000 Penalty: 2973.074463
	Iteration 20F: 3 clusters Score -2770671 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21377 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2770691.750000 Penalty: 2973.074463
	Iteration 21Q: 3 clusters Score -2770692 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2770701.750000 Penalty: 2973.074463
	Iteration 22Q: 3 clusters Score -2770702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2770707.000000 Penalty: 2973.074463
	Iteration 23Q: 3 clusters Score -2770707 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21406 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2770720.000000 Penalty: 2973.074463
	Iteration 24Q: 3 clusters Score -2770720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2770729.500000 Penalty: 2973.074463
	Iteration 25Q: 3 clusters Score -2770730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2770734.000000 Penalty: 2973.074463
	Iteration 26Q: 3 clusters Score -2770734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21426 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2770741.500000 Penalty: 2973.074463
	Iteration 27Q: 3 clusters Score -2770742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21429 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2770746.250000 Penalty: 2973.074463
	Iteration 28Q: 3 clusters Score -2770746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2770754.750000 Penalty: 2973.074463
	Iteration 29Q: 3 clusters Score -2770755 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2770768.250000 Penalty: 2973.074463
	Iteration 30Q: 3 clusters Score -2770768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2770786.000000 Penalty: 2973.074463
	Iteration 31Q: 3 clusters Score -2770786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21458 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2770795.250000 Penalty: 2973.074463
	Iteration 32Q: 3 clusters Score -2770795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21462 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2770795.000000 Penalty: 2973.074463
	Iteration 33Q: 3 clusters Score -2770795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21468 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2770799.250000 Penalty: 2973.074463
	Iteration 34Q: 3 clusters Score -2770799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2770803.500000 Penalty: 2973.074463
	Iteration 35Q: 3 clusters Score -2770804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2770811.250000 Penalty: 2973.074463
	Iteration 36Q: 3 clusters Score -2770811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21473 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2770811.250000 Penalty: 2973.074463
	Iteration 37Q: 3 clusters Score -2770811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21473 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2770811.250000 Penalty: 2973.074463
	Iteration 38F: 3 clusters Score -2770811 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Entering Unmasked Estep 
Score: -1877581.250000 Penalty: 1430.105957
	Iteration 0F: 2 clusters Score -1877581 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1867725.000000 Penalty: 2860.211914
	Iteration 0F: 3 clusters Score -1867725 nChanged 6378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1871111.750000 Penalty: 2860.211914
	Iteration 1F: 3 clusters Score -1871112 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1871415.625000 Penalty: 2860.211914
	Iteration 2F: 3 clusters Score -1871416 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1871626.250000 Penalty: 2860.211914
	Iteration 3Q: 3 clusters Score -1871626 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1871768.125000 Penalty: 2860.211914
	Iteration 4Q: 3 clusters Score -1871768 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1871874.250000 Penalty: 2860.211914
	Iteration 5Q: 3 clusters Score -1871874 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1871960.000000 Penalty: 2860.211914
	Iteration 6Q: 3 clusters Score -1871960 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1872018.375000 Penalty: 2860.211914
	Iteration 7Q: 3 clusters Score -1872018 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1872079.875000 Penalty: 2860.211914
	Iteration 8Q: 3 clusters Score -1872080 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1872137.250000 Penalty: 2860.211914
	Iteration 9Q: 3 clusters Score -1872137 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1872193.000000 Penalty: 2860.211914
	Iteration 10Q: 3 clusters Score -1872193 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1872271.125000 Penalty: 2860.211914
	Iteration 11Q: 3 clusters Score -1872271 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1872335.125000 Penalty: 2860.211914
	Iteration 12Q: 3 clusters Score -1872335 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1872414.250000 Penalty: 2860.211914
	Iteration 13Q: 3 clusters Score -1872414 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1872510.125000 Penalty: 2860.211914
	Iteration 14Q: 3 clusters Score -1872510 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1872635.250000 Penalty: 2860.211914
	Iteration 15Q: 3 clusters Score -1872635 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1872810.500000 Penalty: 2860.211914
	Iteration 16Q: 3 clusters Score -1872810 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1873047.000000 Penalty: 2860.211914
	Iteration 17Q: 3 clusters Score -1873047 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -1873366.375000 Penalty: 2860.211914
	Iteration 18Q: 3 clusters Score -1873366 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -1873773.375000 Penalty: 2860.211914
	Iteration 19Q: 3 clusters Score -1873773 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -1874305.750000 Penalty: 2860.211914
	Iteration 20F: 3 clusters Score -1874306 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -1874876.875000 Penalty: 2860.211914
	Iteration 21Q: 3 clusters Score -1874877 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -1875399.000000 Penalty: 2860.211914
	Iteration 22Q: 3 clusters Score -1875399 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -1875814.500000 Penalty: 2860.211914
	Iteration 23Q: 3 clusters Score -1875814 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -1876070.375000 Penalty: 2860.211914
	Iteration 24Q: 3 clusters Score -1876070 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -1876218.500000 Penalty: 2860.211914
	Iteration 25Q: 3 clusters Score -1876218 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -1876309.250000 Penalty: 2860.211914
	Iteration 26Q: 3 clusters Score -1876309 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -1876355.500000 Penalty: 2860.211914
	Iteration 27Q: 3 clusters Score -1876356 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -1876380.375000 Penalty: 2860.211914
	Iteration 28Q: 3 clusters Score -1876380 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -1876396.875000 Penalty: 2860.211914
	Iteration 29Q: 3 clusters Score -1876397 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -1876418.625000 Penalty: 2860.211914
	Iteration 30Q: 3 clusters Score -1876419 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -1876426.250000 Penalty: 2860.211914
	Iteration 31Q: 3 clusters Score -1876426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -1876433.875000 Penalty: 2860.211914
	Iteration 32Q: 3 clusters Score -1876434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -1876439.875000 Penalty: 2860.211914
	Iteration 33Q: 3 clusters Score -1876440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -1876448.000000 Penalty: 2860.211914
	Iteration 34Q: 3 clusters Score -1876448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -1876447.875000 Penalty: 2860.211914
	Iteration 35Q: 3 clusters Score -1876448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -1876452.250000 Penalty: 2860.211914
	Iteration 36Q: 3 clusters Score -1876452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -1876452.750000 Penalty: 2860.211914
	Iteration 37Q: 3 clusters Score -1876453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -1876452.750000 Penalty: 2860.211914
	Iteration 38Q: 3 clusters Score -1876453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -1876454.750000 Penalty: 2860.211914
	Iteration 39Q: 3 clusters Score -1876455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -1876454.375000 Penalty: 2860.211914
	Iteration 40F: 3 clusters Score -1876454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -1876455.750000 Penalty: 2860.211914
	Iteration 41Q: 3 clusters Score -1876456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -1876455.750000 Penalty: 2860.211914
	Iteration 42F: 3 clusters Score -1876456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Entering Unmasked Estep 
Score: -1386555.875000 Penalty: 1389.930420
	Iteration 0F: 2 clusters Score -1386556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1378970.500000 Penalty: 2779.860840
	Iteration 0F: 3 clusters Score -1378970 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1381555.750000 Penalty: 2779.860840
	Iteration 1F: 3 clusters Score -1381556 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1381844.625000 Penalty: 2779.860840
	Iteration 2F: 3 clusters Score -1381845 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1382060.125000 Penalty: 2779.860840
	Iteration 3Q: 3 clusters Score -1382060 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1382229.875000 Penalty: 2779.860840
	Iteration 4Q: 3 clusters Score -1382230 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1382382.875000 Penalty: 2779.860840
	Iteration 5Q: 3 clusters Score -1382383 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1382530.875000 Penalty: 2779.860840
	Iteration 6Q: 3 clusters Score -1382531 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1382673.000000 Penalty: 2779.860840
	Iteration 7Q: 3 clusters Score -1382673 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1382813.250000 Penalty: 2779.860840
	Iteration 8Q: 3 clusters Score -1382813 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1382950.000000 Penalty: 2779.860840
	Iteration 9Q: 3 clusters Score -1382950 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1383088.375000 Penalty: 2779.860840
	Iteration 10Q: 3 clusters Score -1383088 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1383230.750000 Penalty: 2779.860840
	Iteration 11Q: 3 clusters Score -1383231 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1383358.000000 Penalty: 2779.860840
	Iteration 12Q: 3 clusters Score -1383358 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1383513.250000 Penalty: 2779.860840
	Iteration 13Q: 3 clusters Score -1383513 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1383644.125000 Penalty: 2779.860840
	Iteration 14Q: 3 clusters Score -1383644 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1383770.250000 Penalty: 2779.860840
	Iteration 15Q: 3 clusters Score -1383770 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1383905.500000 Penalty: 2779.860840
	Iteration 16Q: 3 clusters Score -1383906 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1384048.625000 Penalty: 2779.860840
	Iteration 17Q: 3 clusters Score -1384049 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1384154.250000 Penalty: 2779.860840
	Iteration 18Q: 3 clusters Score -1384154 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1384274.250000 Penalty: 2779.860840
	Iteration 19Q: 3 clusters Score -1384274 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1384373.875000 Penalty: 2779.860840
	Iteration 20F: 3 clusters Score -1384374 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1384472.875000 Penalty: 2779.860840
	Iteration 21Q: 3 clusters Score -1384473 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1384541.500000 Penalty: 2779.860840
	Iteration 22Q: 3 clusters Score -1384542 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1384595.625000 Penalty: 2779.860840
	Iteration 23Q: 3 clusters Score -1384596 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1384650.500000 Penalty: 2779.860840
	Iteration 24Q: 3 clusters Score -1384650 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1384699.125000 Penalty: 2779.860840
	Iteration 25Q: 3 clusters Score -1384699 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1384734.875000 Penalty: 2779.860840
	Iteration 26Q: 3 clusters Score -1384735 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1384769.000000 Penalty: 2779.860840
	Iteration 27Q: 3 clusters Score -1384769 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1384794.875000 Penalty: 2779.860840
	Iteration 28Q: 3 clusters Score -1384795 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1384813.625000 Penalty: 2779.860840
	Iteration 29Q: 3 clusters Score -1384814 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1384833.500000 Penalty: 2779.860840
	Iteration 30Q: 3 clusters Score -1384834 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1384849.125000 Penalty: 2779.860840
	Iteration 31Q: 3 clusters Score -1384849 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1384874.750000 Penalty: 2779.860840
	Iteration 32Q: 3 clusters Score -1384875 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1384893.250000 Penalty: 2779.860840
	Iteration 33Q: 3 clusters Score -1384893 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1384909.625000 Penalty: 2779.860840
	Iteration 34Q: 3 clusters Score -1384910 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1384925.875000 Penalty: 2779.860840
	Iteration 35Q: 3 clusters Score -1384926 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1384941.125000 Penalty: 2779.860840
	Iteration 36Q: 3 clusters Score -1384941 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1384954.250000 Penalty: 2779.860840
	Iteration 37Q: 3 clusters Score -1384954 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1384973.000000 Penalty: 2779.860840
	Iteration 38Q: 3 clusters Score -1384973 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1384992.125000 Penalty: 2779.860840
	Iteration 39Q: 3 clusters Score -1384992 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -1385023.625000 Penalty: 2779.860840
	Iteration 40F: 3 clusters Score -1385024 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1385060.750000 Penalty: 2779.860840
	Iteration 41Q: 3 clusters Score -1385061 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1385097.625000 Penalty: 2779.860840
	Iteration 42Q: 3 clusters Score -1385098 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -1385125.625000 Penalty: 2779.860840
	Iteration 43Q: 3 clusters Score -1385126 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -1385153.000000 Penalty: 2779.860840
	Iteration 44Q: 3 clusters Score -1385153 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -1385176.125000 Penalty: 2779.860840
	Iteration 45Q: 3 clusters Score -1385176 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -1385201.750000 Penalty: 2779.860840
	Iteration 46Q: 3 clusters Score -1385202 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1385241.375000 Penalty: 2779.860840
	Iteration 47Q: 3 clusters Score -1385241 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -1385308.000000 Penalty: 2779.860840
	Iteration 48Q: 3 clusters Score -1385308 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -1385367.500000 Penalty: 2779.860840
	Iteration 49Q: 3 clusters Score -1385368 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1385438.250000 Penalty: 2779.860840
	Iteration 50Q: 3 clusters Score -1385438 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1385515.250000 Penalty: 2779.860840
	Iteration 51Q: 3 clusters Score -1385515 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -1385581.000000 Penalty: 2779.860840
	Iteration 52Q: 3 clusters Score -1385581 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1385640.625000 Penalty: 2779.860840
	Iteration 53Q: 3 clusters Score -1385641 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1385673.125000 Penalty: 2779.860840
	Iteration 54Q: 3 clusters Score -1385673 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1385699.250000 Penalty: 2779.860840
	Iteration 55Q: 3 clusters Score -1385699 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -1385709.875000 Penalty: 2779.860840
	Iteration 56Q: 3 clusters Score -1385710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1385714.500000 Penalty: 2779.860840
	Iteration 57Q: 3 clusters Score -1385714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1385716.500000 Penalty: 2779.860840
	Iteration 58Q: 3 clusters Score -1385716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1385718.250000 Penalty: 2779.860840
	Iteration 59Q: 3 clusters Score -1385718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1385719.250000 Penalty: 2779.860840
	Iteration 60F: 3 clusters Score -1385719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1385719.750000 Penalty: 2779.860840
	Iteration 61Q: 3 clusters Score -1385720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1385719.750000 Penalty: 2779.860840
	Iteration 62F: 3 clusters Score -1385720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Entering Unmasked Estep 
Score: -176540.187500 Penalty: 1101.937744
	Iteration 0F: 2 clusters Score -176540.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -174938.546875 Penalty: 2203.875488
	Iteration 0F: 3 clusters Score -174938.5 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -175337.296875 Penalty: 2203.875488
	Iteration 1F: 3 clusters Score -175337.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -175449.718750 Penalty: 2203.875488
	Iteration 2F: 3 clusters Score -175449.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -175504.046875 Penalty: 2203.875488
	Iteration 3Q: 3 clusters Score -175504 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -175536.828125 Penalty: 2203.875488
	Iteration 4Q: 3 clusters Score -175536.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -175555.500000 Penalty: 2203.875488
	Iteration 5Q: 3 clusters Score -175555.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -175571.609375 Penalty: 2203.875488
	Iteration 6Q: 3 clusters Score -175571.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -175588.750000 Penalty: 2203.875488
	Iteration 7Q: 3 clusters Score -175588.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -175602.734375 Penalty: 2203.875488
	Iteration 8Q: 3 clusters Score -175602.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -175612.484375 Penalty: 2203.875488
	Iteration 9Q: 3 clusters Score -175612.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -175619.203125 Penalty: 2203.875488
	Iteration 10Q: 3 clusters Score -175619.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -175624.484375 Penalty: 2203.875488
	Iteration 11Q: 3 clusters Score -175624.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -175626.468750 Penalty: 2203.875488
	Iteration 12Q: 3 clusters Score -175626.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -175626.468750 Penalty: 2203.875488
	Iteration 13F: 3 clusters Score -175626.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Entering Unmasked Estep 
Score: -457939.031250 Penalty: 1228.467407
	Iteration 0F: 2 clusters Score -457939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -454971.562500 Penalty: 2456.934814
	Iteration 0F: 3 clusters Score -454971.6 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -455743.968750 Penalty: 2456.934814
	Iteration 1F: 3 clusters Score -455744 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -455927.343750 Penalty: 2456.934814
	Iteration 2F: 3 clusters Score -455927.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -456041.093750 Penalty: 2456.934814
	Iteration 3Q: 3 clusters Score -456041.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -456107.406250 Penalty: 2456.934814
	Iteration 4Q: 3 clusters Score -456107.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -456159.687500 Penalty: 2456.934814
	Iteration 5Q: 3 clusters Score -456159.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -456205.906250 Penalty: 2456.934814
	Iteration 6Q: 3 clusters Score -456205.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -456248.281250 Penalty: 2456.934814
	Iteration 7Q: 3 clusters Score -456248.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -456292.250000 Penalty: 2456.934814
	Iteration 8Q: 3 clusters Score -456292.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -456331.531250 Penalty: 2456.934814
	Iteration 9Q: 3 clusters Score -456331.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -456372.906250 Penalty: 2456.934814
	Iteration 10Q: 3 clusters Score -456372.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -456402.843750 Penalty: 2456.934814
	Iteration 11Q: 3 clusters Score -456402.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -456431.218750 Penalty: 2456.934814
	Iteration 12Q: 3 clusters Score -456431.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -456477.437500 Penalty: 2456.934814
	Iteration 13Q: 3 clusters Score -456477.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -456508.968750 Penalty: 2456.934814
	Iteration 14Q: 3 clusters Score -456509 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -456531.562500 Penalty: 2456.934814
	Iteration 15Q: 3 clusters Score -456531.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -456552.937500 Penalty: 2456.934814
	Iteration 16Q: 3 clusters Score -456552.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -456569.343750 Penalty: 2456.934814
	Iteration 17Q: 3 clusters Score -456569.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -456584.000000 Penalty: 2456.934814
	Iteration 18Q: 3 clusters Score -456584 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -456595.937500 Penalty: 2456.934814
	Iteration 19Q: 3 clusters Score -456595.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -456605.187500 Penalty: 2456.934814
	Iteration 20F: 3 clusters Score -456605.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -456619.875000 Penalty: 2456.934814
	Iteration 21Q: 3 clusters Score -456619.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -456636.375000 Penalty: 2456.934814
	Iteration 22Q: 3 clusters Score -456636.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -456650.187500 Penalty: 2456.934814
	Iteration 23Q: 3 clusters Score -456650.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -456661.625000 Penalty: 2456.934814
	Iteration 24Q: 3 clusters Score -456661.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -456669.843750 Penalty: 2456.934814
	Iteration 25Q: 3 clusters Score -456669.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -456677.156250 Penalty: 2456.934814
	Iteration 26Q: 3 clusters Score -456677.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -456685.812500 Penalty: 2456.934814
	Iteration 27Q: 3 clusters Score -456685.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -456692.718750 Penalty: 2456.934814
	Iteration 28Q: 3 clusters Score -456692.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -456697.500000 Penalty: 2456.934814
	Iteration 29Q: 3 clusters Score -456697.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -456700.125000 Penalty: 2456.934814
	Iteration 30Q: 3 clusters Score -456700.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -456701.968750 Penalty: 2456.934814
	Iteration 31Q: 3 clusters Score -456702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -456702.437500 Penalty: 2456.934814
	Iteration 32Q: 3 clusters Score -456702.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -456704.000000 Penalty: 2456.934814
	Iteration 33Q: 3 clusters Score -456704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -456705.687500 Penalty: 2456.934814
	Iteration 34Q: 3 clusters Score -456705.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -456708.156250 Penalty: 2456.934814
	Iteration 35Q: 3 clusters Score -456708.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -456711.437500 Penalty: 2456.934814
	Iteration 36Q: 3 clusters Score -456711.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -456714.156250 Penalty: 2456.934814
	Iteration 37Q: 3 clusters Score -456714.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -456717.562500 Penalty: 2456.934814
	Iteration 38Q: 3 clusters Score -456717.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -456718.375000 Penalty: 2456.934814
	Iteration 39Q: 3 clusters Score -456718.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -456720.187500 Penalty: 2456.934814
	Iteration 40F: 3 clusters Score -456720.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -456721.281250 Penalty: 2456.934814
	Iteration 41Q: 3 clusters Score -456721.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -456725.687500 Penalty: 2456.934814
	Iteration 42Q: 3 clusters Score -456725.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -456730.468750 Penalty: 2456.934814
	Iteration 43Q: 3 clusters Score -456730.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -456736.781250 Penalty: 2456.934814
	Iteration 44Q: 3 clusters Score -456736.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -456745.562500 Penalty: 2456.934814
	Iteration 45Q: 3 clusters Score -456745.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -456750.750000 Penalty: 2456.934814
	Iteration 46Q: 3 clusters Score -456750.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -456756.000000 Penalty: 2456.934814
	Iteration 47Q: 3 clusters Score -456756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -456763.656250 Penalty: 2456.934814
	Iteration 48Q: 3 clusters Score -456763.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -456770.968750 Penalty: 2456.934814
	Iteration 49Q: 3 clusters Score -456771 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -456779.312500 Penalty: 2456.934814
	Iteration 50Q: 3 clusters Score -456779.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -456787.406250 Penalty: 2456.934814
	Iteration 51Q: 3 clusters Score -456787.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -456796.843750 Penalty: 2456.934814
	Iteration 52Q: 3 clusters Score -456796.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -456805.437500 Penalty: 2456.934814
	Iteration 53Q: 3 clusters Score -456805.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -456812.937500 Penalty: 2456.934814
	Iteration 54Q: 3 clusters Score -456812.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -456820.843750 Penalty: 2456.934814
	Iteration 55Q: 3 clusters Score -456820.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -456827.000000 Penalty: 2456.934814
	Iteration 56Q: 3 clusters Score -456827 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -456831.531250 Penalty: 2456.934814
	Iteration 57Q: 3 clusters Score -456831.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -456840.312500 Penalty: 2456.934814
	Iteration 58Q: 3 clusters Score -456840.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -456854.062500 Penalty: 2456.934814
	Iteration 59Q: 3 clusters Score -456854.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -456865.093750 Penalty: 2456.934814
	Iteration 60F: 3 clusters Score -456865.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -456875.250000 Penalty: 2456.934814
	Iteration 61Q: 3 clusters Score -456875.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -456881.656250 Penalty: 2456.934814
	Iteration 62Q: 3 clusters Score -456881.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -456884.875000 Penalty: 2456.934814
	Iteration 63Q: 3 clusters Score -456884.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -456889.187500 Penalty: 2456.934814
	Iteration 64Q: 3 clusters Score -456889.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -456890.468750 Penalty: 2456.934814
	Iteration 65Q: 3 clusters Score -456890.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -456891.937500 Penalty: 2456.934814
	Iteration 66Q: 3 clusters Score -456891.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -456894.968750 Penalty: 2456.934814
	Iteration 67Q: 3 clusters Score -456895 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -456898.750000 Penalty: 2456.934814
	Iteration 68Q: 3 clusters Score -456898.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -456900.125000 Penalty: 2456.934814
	Iteration 69Q: 3 clusters Score -456900.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -456901.187500 Penalty: 2456.934814
	Iteration 70Q: 3 clusters Score -456901.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -456904.968750 Penalty: 2456.934814
	Iteration 71Q: 3 clusters Score -456905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -456908.875000 Penalty: 2456.934814
	Iteration 72Q: 3 clusters Score -456908.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -456911.656250 Penalty: 2456.934814
	Iteration 73Q: 3 clusters Score -456911.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -456916.281250 Penalty: 2456.934814
	Iteration 74Q: 3 clusters Score -456916.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -456919.562500 Penalty: 2456.934814
	Iteration 75Q: 3 clusters Score -456919.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -456922.781250 Penalty: 2456.934814
	Iteration 76Q: 3 clusters Score -456922.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -456923.187500 Penalty: 2456.934814
	Iteration 77Q: 3 clusters Score -456923.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -456924.250000 Penalty: 2456.934814
	Iteration 78Q: 3 clusters Score -456924.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -456924.250000 Penalty: 2456.934814
	Iteration 79F: 3 clusters Score -456924.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (53050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53050 members 
Entering Unmasked Estep 
Score: -6746392.000000 Penalty: 1618.793823
	Iteration 0F: 2 clusters Score -6746392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26651 members 
Mstep: Class 2 contains 26399 members 
Entering Unmasked Estep 
Score: -6712895.000000 Penalty: 3237.587646
	Iteration 0F: 3 clusters Score -6712895 nChanged 24488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27703 members 
Mstep: Class 2 contains 25347 members 
Entering Unmasked Estep 
Score: -6726240.500000 Penalty: 3237.587646
	Iteration 1F: 3 clusters Score -6726240 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28553 members 
Mstep: Class 2 contains 24497 members 
Entering Unmasked Estep 
Score: -6726952.000000 Penalty: 3237.587646
	Iteration 2Q: 3 clusters Score -6726952 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29860 members 
Mstep: Class 2 contains 23190 members 
Entering Unmasked Estep 
Score: -6727902.500000 Penalty: 3237.587646
	Iteration 3Q: 3 clusters Score -6727902 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31763 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -6729150.000000 Penalty: 3237.587646
	Iteration 4F: 3 clusters Score -6729150 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34288 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -6730884.500000 Penalty: 3237.587646
	Iteration 5F: 3 clusters Score -6730884 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37424 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -6733253.500000 Penalty: 3237.587646
	Iteration 6F: 3 clusters Score -6733254 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40878 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -6735893.000000 Penalty: 3237.587646
	Iteration 7F: 3 clusters Score -6735893 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44192 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -6738454.000000 Penalty: 3237.587646
	Iteration 8F: 3 clusters Score -6738454 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47069 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -6740763.000000 Penalty: 3237.587646
	Iteration 9F: 3 clusters Score -6740763 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49239 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -6742465.000000 Penalty: 3237.587646
	Iteration 10Q: 3 clusters Score -6742465 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50679 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -6743466.000000 Penalty: 3237.587646
	Iteration 11Q: 3 clusters Score -6743466 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51534 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -6744102.000000 Penalty: 3237.587646
	Iteration 12Q: 3 clusters Score -6744102 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52006 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -6744491.000000 Penalty: 3237.587646
	Iteration 13Q: 3 clusters Score -6744491 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52283 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -6744676.500000 Penalty: 3237.587646
	Iteration 14Q: 3 clusters Score -6744676 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52436 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -6744821.000000 Penalty: 3237.587646
	Iteration 15Q: 3 clusters Score -6744821 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52523 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -6744911.500000 Penalty: 3237.587646
	Iteration 16Q: 3 clusters Score -6744912 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52576 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -6744971.000000 Penalty: 3237.587646
	Iteration 17Q: 3 clusters Score -6744971 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52616 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -6745018.000000 Penalty: 3237.587646
	Iteration 18Q: 3 clusters Score -6745018 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52634 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -6745049.500000 Penalty: 3237.587646
	Iteration 19Q: 3 clusters Score -6745050 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52647 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -6745074.500000 Penalty: 3237.587646
	Iteration 20F: 3 clusters Score -6745074 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52659 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -6745090.000000 Penalty: 3237.587646
	Iteration 21Q: 3 clusters Score -6745090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52664 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -6745090.000000 Penalty: 3237.587646
	Iteration 22Q: 3 clusters Score -6745090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52665 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -6745089.500000 Penalty: 3237.587646
	Iteration 23Q: 3 clusters Score -6745090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52666 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -6745095.000000 Penalty: 3237.587646
	Iteration 24Q: 3 clusters Score -6745095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52667 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -6745098.000000 Penalty: 3237.587646
	Iteration 25Q: 3 clusters Score -6745098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52671 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -6745095.000000 Penalty: 3237.587646
	Iteration 26Q: 3 clusters Score -6745095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52676 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -6745098.000000 Penalty: 3237.587646
	Iteration 27Q: 3 clusters Score -6745098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52680 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -6745109.500000 Penalty: 3237.587646
	Iteration 28Q: 3 clusters Score -6745110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52682 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -6745107.500000 Penalty: 3237.587646
	Iteration 29Q: 3 clusters Score -6745108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52686 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -6745121.000000 Penalty: 3237.587646
	Iteration 30Q: 3 clusters Score -6745121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52689 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -6745115.500000 Penalty: 3237.587646
	Iteration 31Q: 3 clusters Score -6745116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52690 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -6745116.000000 Penalty: 3237.587646
	Iteration 32Q: 3 clusters Score -6745116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52690 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -6745116.000000 Penalty: 3237.587646
	Iteration 33F: 3 clusters Score -6745116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (36223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36223 members 
Entering Unmasked Estep 
Score: -4552612.000000 Penalty: 1562.020630
	Iteration 0F: 2 clusters Score -4552612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -4529287.000000 Penalty: 3124.041260
	Iteration 0F: 3 clusters Score -4529287 nChanged 16399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -4538347.000000 Penalty: 3124.041260
	Iteration 1F: 3 clusters Score -4538347 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19554 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -4538873.500000 Penalty: 3124.041260
	Iteration 2Q: 3 clusters Score -4538874 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -4539302.000000 Penalty: 3124.041260
	Iteration 3Q: 3 clusters Score -4539302 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -4539811.500000 Penalty: 3124.041260
	Iteration 4Q: 3 clusters Score -4539812 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -4540398.000000 Penalty: 3124.041260
	Iteration 5Q: 3 clusters Score -4540398 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24008 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -4541246.500000 Penalty: 3124.041260
	Iteration 6Q: 3 clusters Score -4541246 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26032 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -4542542.000000 Penalty: 3124.041260
	Iteration 7F: 3 clusters Score -4542542 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28444 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -4544306.000000 Penalty: 3124.041260
	Iteration 8F: 3 clusters Score -4544306 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31000 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -4546449.500000 Penalty: 3124.041260
	Iteration 9F: 3 clusters Score -4546450 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33234 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -4548537.500000 Penalty: 3124.041260
	Iteration 10F: 3 clusters Score -4548538 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34742 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -4549969.500000 Penalty: 3124.041260
	Iteration 11Q: 3 clusters Score -4549970 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35484 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -4550676.000000 Penalty: 3124.041260
	Iteration 12Q: 3 clusters Score -4550676 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35785 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -4551000.000000 Penalty: 3124.041260
	Iteration 13Q: 3 clusters Score -4551000 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35885 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -4551152.000000 Penalty: 3124.041260
	Iteration 14Q: 3 clusters Score -4551152 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35936 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -4551235.000000 Penalty: 3124.041260
	Iteration 15Q: 3 clusters Score -4551235 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35958 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -4551283.000000 Penalty: 3124.041260
	Iteration 16Q: 3 clusters Score -4551283 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35977 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -4551322.000000 Penalty: 3124.041260
	Iteration 17Q: 3 clusters Score -4551322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35985 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -4551339.000000 Penalty: 3124.041260
	Iteration 18Q: 3 clusters Score -4551339 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35992 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -4551346.000000 Penalty: 3124.041260
	Iteration 19Q: 3 clusters Score -4551346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35996 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -4551352.500000 Penalty: 3124.041260
	Iteration 20F: 3 clusters Score -4551352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35998 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -4551352.500000 Penalty: 3124.041260
	Iteration 21Q: 3 clusters Score -4551352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36002 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -4551367.000000 Penalty: 3124.041260
	Iteration 22Q: 3 clusters Score -4551367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36004 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -4551372.000000 Penalty: 3124.041260
	Iteration 23Q: 3 clusters Score -4551372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36006 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -4551381.500000 Penalty: 3124.041260
	Iteration 24Q: 3 clusters Score -4551382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36006 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -4551385.000000 Penalty: 3124.041260
	Iteration 25Q: 3 clusters Score -4551385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36006 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -4551385.000000 Penalty: 3124.041260
	Iteration 26F: 3 clusters Score -4551385 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (21904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Entering Unmasked Estep 
Score: -2772933.000000 Penalty: 1487.170410
	Iteration 0F: 2 clusters Score -2772933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -2758562.500000 Penalty: 2974.340820
	Iteration 0F: 3 clusters Score -2758562 nChanged 9743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -2763762.000000 Penalty: 2974.340820
	Iteration 1F: 3 clusters Score -2763762 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -2764228.000000 Penalty: 2974.340820
	Iteration 2F: 3 clusters Score -2764228 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -2764627.500000 Penalty: 2974.340820
	Iteration 3Q: 3 clusters Score -2764628 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -2765000.250000 Penalty: 2974.340820
	Iteration 4Q: 3 clusters Score -2765000 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -2765367.000000 Penalty: 2974.340820
	Iteration 5Q: 3 clusters Score -2765367 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -2765788.000000 Penalty: 2974.340820
	Iteration 6Q: 3 clusters Score -2765788 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -2766236.250000 Penalty: 2974.340820
	Iteration 7Q: 3 clusters Score -2766236 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -2766783.500000 Penalty: 2974.340820
	Iteration 8Q: 3 clusters Score -2766784 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -2767389.000000 Penalty: 2974.340820
	Iteration 9F: 3 clusters Score -2767389 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -2768065.750000 Penalty: 2974.340820
	Iteration 10Q: 3 clusters Score -2768066 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -2768741.750000 Penalty: 2974.340820
	Iteration 11Q: 3 clusters Score -2768742 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18326 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -2769400.250000 Penalty: 2974.340820
	Iteration 12Q: 3 clusters Score -2769400 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -2770025.250000 Penalty: 2974.340820
	Iteration 13Q: 3 clusters Score -2770025 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -2770598.500000 Penalty: 2974.340820
	Iteration 14Q: 3 clusters Score -2770598 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2771084.750000 Penalty: 2974.340820
	Iteration 15Q: 3 clusters Score -2771085 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2771449.500000 Penalty: 2974.340820
	Iteration 16Q: 3 clusters Score -2771450 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2771665.750000 Penalty: 2974.340820
	Iteration 17Q: 3 clusters Score -2771666 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2771804.250000 Penalty: 2974.340820
	Iteration 18Q: 3 clusters Score -2771804 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20883 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2771893.250000 Penalty: 2974.340820
	Iteration 19Q: 3 clusters Score -2771893 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2771962.000000 Penalty: 2974.340820
	Iteration 20F: 3 clusters Score -2771962 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2772003.000000 Penalty: 2974.340820
	Iteration 21Q: 3 clusters Score -2772003 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2772030.000000 Penalty: 2974.340820
	Iteration 22Q: 3 clusters Score -2772030 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2772038.500000 Penalty: 2974.340820
	Iteration 23Q: 3 clusters Score -2772038 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2772056.000000 Penalty: 2974.340820
	Iteration 24Q: 3 clusters Score -2772056 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -2772062.250000 Penalty: 2974.340820
	Iteration 25Q: 3 clusters Score -2772062 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21006 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2772070.000000 Penalty: 2974.340820
	Iteration 26Q: 3 clusters Score -2772070 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2772082.750000 Penalty: 2974.340820
	Iteration 27Q: 3 clusters Score -2772083 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -2772092.250000 Penalty: 2974.340820
	Iteration 28Q: 3 clusters Score -2772092 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2772099.500000 Penalty: 2974.340820
	Iteration 29Q: 3 clusters Score -2772100 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2772108.500000 Penalty: 2974.340820
	Iteration 30Q: 3 clusters Score -2772108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2772108.500000 Penalty: 2974.340820
	Iteration 31Q: 3 clusters Score -2772108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2772112.000000 Penalty: 2974.340820
	Iteration 32Q: 3 clusters Score -2772112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2772119.500000 Penalty: 2974.340820
	Iteration 33Q: 3 clusters Score -2772120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2772118.250000 Penalty: 2974.340820
	Iteration 34Q: 3 clusters Score -2772118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2772120.500000 Penalty: 2974.340820
	Iteration 35Q: 3 clusters Score -2772120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2772120.500000 Penalty: 2974.340820
	Iteration 36Q: 3 clusters Score -2772120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2772123.000000 Penalty: 2974.340820
	Iteration 37Q: 3 clusters Score -2772123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2772125.250000 Penalty: 2974.340820
	Iteration 38Q: 3 clusters Score -2772125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2772126.250000 Penalty: 2974.340820
	Iteration 39Q: 3 clusters Score -2772126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2772129.750000 Penalty: 2974.340820
	Iteration 40F: 3 clusters Score -2772130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2772130.750000 Penalty: 2974.340820
	Iteration 41Q: 3 clusters Score -2772131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2772132.750000 Penalty: 2974.340820
	Iteration 42Q: 3 clusters Score -2772133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2772132.750000 Penalty: 2974.340820
	Iteration 43F: 3 clusters Score -2772133 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Entering Unmasked Estep 
Score: -874173.375000 Penalty: 1318.294434
	Iteration 0F: 2 clusters Score -874173.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -869181.562500 Penalty: 2636.588867
	Iteration 0F: 3 clusters Score -869181.6 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -870706.687500 Penalty: 2636.588867
	Iteration 1F: 3 clusters Score -870706.7 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -870960.875000 Penalty: 2636.588867
	Iteration 2F: 3 clusters Score -870960.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -871141.875000 Penalty: 2636.588867
	Iteration 3F: 3 clusters Score -871141.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -871290.312500 Penalty: 2636.588867
	Iteration 4Q: 3 clusters Score -871290.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -871417.875000 Penalty: 2636.588867
	Iteration 5Q: 3 clusters Score -871417.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -871538.625000 Penalty: 2636.588867
	Iteration 6Q: 3 clusters Score -871538.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -871656.187500 Penalty: 2636.588867
	Iteration 7Q: 3 clusters Score -871656.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -871802.875000 Penalty: 2636.588867
	Iteration 8Q: 3 clusters Score -871802.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -871945.437500 Penalty: 2636.588867
	Iteration 9Q: 3 clusters Score -871945.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -872069.437500 Penalty: 2636.588867
	Iteration 10Q: 3 clusters Score -872069.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -872191.437500 Penalty: 2636.588867
	Iteration 11Q: 3 clusters Score -872191.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -872320.312500 Penalty: 2636.588867
	Iteration 12Q: 3 clusters Score -872320.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -872423.000000 Penalty: 2636.588867
	Iteration 13Q: 3 clusters Score -872423 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -872541.937500 Penalty: 2636.588867
	Iteration 14Q: 3 clusters Score -872541.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -872627.687500 Penalty: 2636.588867
	Iteration 15Q: 3 clusters Score -872627.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -872690.687500 Penalty: 2636.588867
	Iteration 16Q: 3 clusters Score -872690.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -872739.125000 Penalty: 2636.588867
	Iteration 17Q: 3 clusters Score -872739.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -872781.437500 Penalty: 2636.588867
	Iteration 18Q: 3 clusters Score -872781.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -872838.812500 Penalty: 2636.588867
	Iteration 19Q: 3 clusters Score -872838.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -872885.250000 Penalty: 2636.588867
	Iteration 20F: 3 clusters Score -872885.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -872923.250000 Penalty: 2636.588867
	Iteration 21Q: 3 clusters Score -872923.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -872958.125000 Penalty: 2636.588867
	Iteration 22Q: 3 clusters Score -872958.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -872990.437500 Penalty: 2636.588867
	Iteration 23Q: 3 clusters Score -872990.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -873013.187500 Penalty: 2636.588867
	Iteration 24Q: 3 clusters Score -873013.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -873029.437500 Penalty: 2636.588867
	Iteration 25Q: 3 clusters Score -873029.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -873052.062500 Penalty: 2636.588867
	Iteration 26Q: 3 clusters Score -873052.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -873066.312500 Penalty: 2636.588867
	Iteration 27Q: 3 clusters Score -873066.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -873079.750000 Penalty: 2636.588867
	Iteration 28Q: 3 clusters Score -873079.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -873090.500000 Penalty: 2636.588867
	Iteration 29Q: 3 clusters Score -873090.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -873104.375000 Penalty: 2636.588867
	Iteration 30Q: 3 clusters Score -873104.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -873119.500000 Penalty: 2636.588867
	Iteration 31Q: 3 clusters Score -873119.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -873128.250000 Penalty: 2636.588867
	Iteration 32Q: 3 clusters Score -873128.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -873134.625000 Penalty: 2636.588867
	Iteration 33Q: 3 clusters Score -873134.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -873137.625000 Penalty: 2636.588867
	Iteration 34Q: 3 clusters Score -873137.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -873143.375000 Penalty: 2636.588867
	Iteration 35Q: 3 clusters Score -873143.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -873145.937500 Penalty: 2636.588867
	Iteration 36Q: 3 clusters Score -873145.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -873152.062500 Penalty: 2636.588867
	Iteration 37Q: 3 clusters Score -873152.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -873158.312500 Penalty: 2636.588867
	Iteration 38Q: 3 clusters Score -873158.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -873163.125000 Penalty: 2636.588867
	Iteration 39Q: 3 clusters Score -873163.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -873170.375000 Penalty: 2636.588867
	Iteration 40F: 3 clusters Score -873170.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -873179.437500 Penalty: 2636.588867
	Iteration 41Q: 3 clusters Score -873179.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -873186.250000 Penalty: 2636.588867
	Iteration 42Q: 3 clusters Score -873186.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -873195.500000 Penalty: 2636.588867
	Iteration 43Q: 3 clusters Score -873195.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -873206.812500 Penalty: 2636.588867
	Iteration 44Q: 3 clusters Score -873206.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -873220.500000 Penalty: 2636.588867
	Iteration 45Q: 3 clusters Score -873220.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -873235.625000 Penalty: 2636.588867
	Iteration 46Q: 3 clusters Score -873235.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -873256.437500 Penalty: 2636.588867
	Iteration 47Q: 3 clusters Score -873256.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -873281.875000 Penalty: 2636.588867
	Iteration 48Q: 3 clusters Score -873281.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -873300.750000 Penalty: 2636.588867
	Iteration 49Q: 3 clusters Score -873300.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -873313.562500 Penalty: 2636.588867
	Iteration 50Q: 3 clusters Score -873313.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -873321.000000 Penalty: 2636.588867
	Iteration 51Q: 3 clusters Score -873321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -873323.312500 Penalty: 2636.588867
	Iteration 52Q: 3 clusters Score -873323.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -873324.125000 Penalty: 2636.588867
	Iteration 53Q: 3 clusters Score -873324.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -873325.687500 Penalty: 2636.588867
	Iteration 54Q: 3 clusters Score -873325.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -873329.812500 Penalty: 2636.588867
	Iteration 55Q: 3 clusters Score -873329.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -873331.312500 Penalty: 2636.588867
	Iteration 56Q: 3 clusters Score -873331.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -873333.125000 Penalty: 2636.588867
	Iteration 57Q: 3 clusters Score -873333.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -873334.062500 Penalty: 2636.588867
	Iteration 58Q: 3 clusters Score -873334.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -873335.437500 Penalty: 2636.588867
	Iteration 59Q: 3 clusters Score -873335.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -873336.375000 Penalty: 2636.588867
	Iteration 60F: 3 clusters Score -873336.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -873335.937500 Penalty: 2636.588867
	Iteration 61Q: 3 clusters Score -873335.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -873335.875000 Penalty: 2636.588867
	Iteration 62Q: 3 clusters Score -873335.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -873336.625000 Penalty: 2636.588867
	Iteration 63Q: 3 clusters Score -873336.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -873337.250000 Penalty: 2636.588867
	Iteration 64Q: 3 clusters Score -873337.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -873338.312500 Penalty: 2636.588867
	Iteration 65Q: 3 clusters Score -873338.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -873337.562500 Penalty: 2636.588867
	Iteration 66Q: 3 clusters Score -873337.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -873337.562500 Penalty: 2636.588867
	Iteration 67F: 3 clusters Score -873337.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19554 members 
Entering Unmasked Estep 
Score: -2462969.500000 Penalty: 1470.283081
	Iteration 0F: 2 clusters Score -2462970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -2450118.750000 Penalty: 2940.566162
	Iteration 0F: 3 clusters Score -2450119 nChanged 8537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -2454578.000000 Penalty: 2940.566162
	Iteration 1F: 3 clusters Score -2454578 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -2454898.500000 Penalty: 2940.566162
	Iteration 2Q: 3 clusters Score -2454898 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -2455167.250000 Penalty: 2940.566162
	Iteration 3Q: 3 clusters Score -2455167 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -2455421.250000 Penalty: 2940.566162
	Iteration 4Q: 3 clusters Score -2455421 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -2455691.500000 Penalty: 2940.566162
	Iteration 5Q: 3 clusters Score -2455692 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -2455955.250000 Penalty: 2940.566162
	Iteration 6Q: 3 clusters Score -2455955 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -2456326.750000 Penalty: 2940.566162
	Iteration 7Q: 3 clusters Score -2456327 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -2456806.250000 Penalty: 2940.566162
	Iteration 8Q: 3 clusters Score -2456806 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -2457522.750000 Penalty: 2940.566162
	Iteration 9F: 3 clusters Score -2457523 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -2458469.250000 Penalty: 2940.566162
	Iteration 10F: 3 clusters Score -2458469 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -2459501.500000 Penalty: 2940.566162
	Iteration 11F: 3 clusters Score -2459502 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2460395.500000 Penalty: 2940.566162
	Iteration 12F: 3 clusters Score -2460396 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2461018.000000 Penalty: 2940.566162
	Iteration 13Q: 3 clusters Score -2461018 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2461348.000000 Penalty: 2940.566162
	Iteration 14Q: 3 clusters Score -2461348 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2461558.750000 Penalty: 2940.566162
	Iteration 15Q: 3 clusters Score -2461559 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2461646.750000 Penalty: 2940.566162
	Iteration 16Q: 3 clusters Score -2461647 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2461684.750000 Penalty: 2940.566162
	Iteration 17Q: 3 clusters Score -2461685 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2461718.000000 Penalty: 2940.566162
	Iteration 18Q: 3 clusters Score -2461718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -2461729.750000 Penalty: 2940.566162
	Iteration 19Q: 3 clusters Score -2461730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -2461742.000000 Penalty: 2940.566162
	Iteration 20F: 3 clusters Score -2461742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -2461746.500000 Penalty: 2940.566162
	Iteration 21Q: 3 clusters Score -2461746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -2461752.750000 Penalty: 2940.566162
	Iteration 22Q: 3 clusters Score -2461753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -2461754.000000 Penalty: 2940.566162
	Iteration 23Q: 3 clusters Score -2461754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -2461758.250000 Penalty: 2940.566162
	Iteration 24Q: 3 clusters Score -2461758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -2461758.250000 Penalty: 2940.566162
	Iteration 25F: 3 clusters Score -2461758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Entering Unmasked Estep 
Score: -68655.625000 Penalty: 983.069580
	Iteration 0F: 2 clusters Score -68655.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -67579.156250 Penalty: 1966.139160
	Iteration 0F: 3 clusters Score -67579.16 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -67873.835938 Penalty: 1966.139160
	Iteration 1F: 3 clusters Score -67873.84 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -68135.171875 Penalty: 1966.139160
	Iteration 2F: 3 clusters Score -68135.17 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -68485.679688 Penalty: 1966.139160
	Iteration 3F: 3 clusters Score -68485.68 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -68684.593750 Penalty: 1966.139160
	Iteration 4F: 3 clusters Score -68684.59 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -68785.484375 Penalty: 1966.139160
	Iteration 5F: 3 clusters Score -68785.48 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -68842.007812 Penalty: 1966.139160
	Iteration 6Q: 3 clusters Score -68842.01 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -68875.578125 Penalty: 1966.139160
	Iteration 7Q: 3 clusters Score -68875.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -68882.460938 Penalty: 1966.139160
	Iteration 8Q: 3 clusters Score -68882.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -68882.460938 Penalty: 1966.139160
	Iteration 9F: 3 clusters Score -68882.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 11853 members 
Mstep: Class 3 contains 1779 members 
Mstep: Class 4 contains 40301 members 
Mstep: Class 5 contains 10090 members 
Mstep: Class 6 contains 38268 members 
Mstep: Class 7 contains 32226 members 
Mstep: Class 8 contains 4034 members 
Mstep: Class 9 contains 7053 members 
Mstep: Class 10 contains 8619 members 
Mstep: Class 11 contains 4843 members 
Mstep: Class 12 contains 21811 members 
Mstep: Class 13 contains 14927 members 
Mstep: Class 14 contains 11395 members 
Mstep: Class 15 contains 1645 members 
Mstep: Class 16 contains 3850 members 
Mstep: Class 17 contains 53050 members 
Mstep: Class 18 contains 36223 members 
Mstep: Class 19 contains 21904 members 
Mstep: Class 20 contains 7041 members 
Mstep: Class 21 contains 19554 members 
Mstep: Class 22 contains 516 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35679 members 
Mstep: Class 25 contains 13830 members 
Mstep: Class 26 contains 5745 members 
Mstep: Class 27 contains 50755 members 
Mstep: Class 28 contains 11101 members 
Mstep: Class 29 contains 65683 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 15149 members 
Mstep: Class 33 contains 1182 members 
Mstep: Class 34 contains 1118 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 63897 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 30634 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 224 members 
Entering Unmasked Estep 
Score: -80986520.000000 Penalty: 81814.242188
Splitting cluster 22 changes total score from -80987240.000000 to -80986520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Entering Unmasked Estep 
Score: -12916.958984 Penalty: 729.904907
	Iteration 0F: 2 clusters Score -12916.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -12488.830078 Penalty: 1459.809814
	Iteration 0F: 3 clusters Score -12488.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -12514.427734 Penalty: 1459.809814
	Iteration 1Q: 3 clusters Score -12514.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -12517.482422 Penalty: 1459.809814
	Iteration 2Q: 3 clusters Score -12517.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -12524.264648 Penalty: 1459.809814
	Iteration 3Q: 3 clusters Score -12524.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -12534.620117 Penalty: 1459.809814
	Iteration 4Q: 3 clusters Score -12534.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -12534.620117 Penalty: 1459.809814
	Iteration 5F: 3 clusters Score -12534.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (35679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35679 members 
Entering Unmasked Estep 
Score: -4511684.500000 Penalty: 1559.768921
	Iteration 0F: 2 clusters Score -4511684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -4488472.000000 Penalty: 3119.537842
	Iteration 0F: 3 clusters Score -4488472 nChanged 16139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -4497371.500000 Penalty: 3119.537842
	Iteration 1F: 3 clusters Score -4497372 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -4497826.500000 Penalty: 3119.537842
	Iteration 2Q: 3 clusters Score -4497826 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -4498275.500000 Penalty: 3119.537842
	Iteration 3Q: 3 clusters Score -4498276 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -4498638.500000 Penalty: 3119.537842
	Iteration 4Q: 3 clusters Score -4498638 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -4498998.500000 Penalty: 3119.537842
	Iteration 5Q: 3 clusters Score -4498998 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -4499344.500000 Penalty: 3119.537842
	Iteration 6Q: 3 clusters Score -4499344 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -4499659.000000 Penalty: 3119.537842
	Iteration 7Q: 3 clusters Score -4499659 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -4499992.000000 Penalty: 3119.537842
	Iteration 8Q: 3 clusters Score -4499992 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -4500309.500000 Penalty: 3119.537842
	Iteration 9Q: 3 clusters Score -4500310 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -4500694.500000 Penalty: 3119.537842
	Iteration 10Q: 3 clusters Score -4500694 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -4501184.500000 Penalty: 3119.537842
	Iteration 11Q: 3 clusters Score -4501184 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21195 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -4501752.500000 Penalty: 3119.537842
	Iteration 12Q: 3 clusters Score -4501752 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -4502466.500000 Penalty: 3119.537842
	Iteration 13Q: 3 clusters Score -4502466 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23219 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -4503444.500000 Penalty: 3119.537842
	Iteration 14Q: 3 clusters Score -4503444 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24271 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -4504526.500000 Penalty: 3119.537842
	Iteration 15Q: 3 clusters Score -4504526 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25202 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -4505540.000000 Penalty: 3119.537842
	Iteration 16Q: 3 clusters Score -4505540 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25973 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -4506353.500000 Penalty: 3119.537842
	Iteration 17Q: 3 clusters Score -4506354 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26688 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -4506921.000000 Penalty: 3119.537842
	Iteration 18Q: 3 clusters Score -4506921 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27301 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -4507307.000000 Penalty: 3119.537842
	Iteration 19Q: 3 clusters Score -4507307 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27843 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -4507560.500000 Penalty: 3119.537842
	Iteration 20F: 3 clusters Score -4507560 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28335 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -4507787.000000 Penalty: 3119.537842
	Iteration 21Q: 3 clusters Score -4507787 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28781 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -4507967.500000 Penalty: 3119.537842
	Iteration 22Q: 3 clusters Score -4507968 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29204 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -4508133.500000 Penalty: 3119.537842
	Iteration 23Q: 3 clusters Score -4508134 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29589 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -4508312.000000 Penalty: 3119.537842
	Iteration 24Q: 3 clusters Score -4508312 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29952 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -4508450.500000 Penalty: 3119.537842
	Iteration 25Q: 3 clusters Score -4508450 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30294 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -4508585.000000 Penalty: 3119.537842
	Iteration 26Q: 3 clusters Score -4508585 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30622 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -4508700.500000 Penalty: 3119.537842
	Iteration 27Q: 3 clusters Score -4508700 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30928 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -4508798.500000 Penalty: 3119.537842
	Iteration 28Q: 3 clusters Score -4508798 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31200 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -4508899.500000 Penalty: 3119.537842
	Iteration 29Q: 3 clusters Score -4508900 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31451 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -4508959.500000 Penalty: 3119.537842
	Iteration 30Q: 3 clusters Score -4508960 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31673 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -4509024.500000 Penalty: 3119.537842
	Iteration 31Q: 3 clusters Score -4509024 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31889 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -4509098.000000 Penalty: 3119.537842
	Iteration 32Q: 3 clusters Score -4509098 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32095 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -4509167.500000 Penalty: 3119.537842
	Iteration 33Q: 3 clusters Score -4509168 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32304 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -4509230.500000 Penalty: 3119.537842
	Iteration 34Q: 3 clusters Score -4509230 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32498 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -4509317.500000 Penalty: 3119.537842
	Iteration 35Q: 3 clusters Score -4509318 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32666 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -4509361.500000 Penalty: 3119.537842
	Iteration 36Q: 3 clusters Score -4509362 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32832 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -4509418.000000 Penalty: 3119.537842
	Iteration 37Q: 3 clusters Score -4509418 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32987 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -4509475.000000 Penalty: 3119.537842
	Iteration 38Q: 3 clusters Score -4509475 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33141 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -4509531.000000 Penalty: 3119.537842
	Iteration 39Q: 3 clusters Score -4509531 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33298 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -4509577.500000 Penalty: 3119.537842
	Iteration 40F: 3 clusters Score -4509578 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33432 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -4509633.500000 Penalty: 3119.537842
	Iteration 41Q: 3 clusters Score -4509634 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33555 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -4509674.000000 Penalty: 3119.537842
	Iteration 42Q: 3 clusters Score -4509674 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33671 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -4509719.000000 Penalty: 3119.537842
	Iteration 43Q: 3 clusters Score -4509719 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33781 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -4509768.000000 Penalty: 3119.537842
	Iteration 44Q: 3 clusters Score -4509768 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33893 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -4509816.500000 Penalty: 3119.537842
	Iteration 45Q: 3 clusters Score -4509816 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33998 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -4509860.000000 Penalty: 3119.537842
	Iteration 46Q: 3 clusters Score -4509860 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34099 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -4509895.000000 Penalty: 3119.537842
	Iteration 47Q: 3 clusters Score -4509895 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34195 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -4509949.000000 Penalty: 3119.537842
	Iteration 48Q: 3 clusters Score -4509949 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34285 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -4509987.000000 Penalty: 3119.537842
	Iteration 49Q: 3 clusters Score -4509987 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34355 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -4510020.000000 Penalty: 3119.537842
	Iteration 50Q: 3 clusters Score -4510020 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34412 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -4510060.500000 Penalty: 3119.537842
	Iteration 51Q: 3 clusters Score -4510060 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34480 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -4510098.500000 Penalty: 3119.537842
	Iteration 52Q: 3 clusters Score -4510098 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34530 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -4510128.500000 Penalty: 3119.537842
	Iteration 53Q: 3 clusters Score -4510128 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34577 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -4510139.000000 Penalty: 3119.537842
	Iteration 54Q: 3 clusters Score -4510139 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34629 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -4510169.000000 Penalty: 3119.537842
	Iteration 55Q: 3 clusters Score -4510169 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34676 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -4510191.000000 Penalty: 3119.537842
	Iteration 56Q: 3 clusters Score -4510191 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34725 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -4510221.000000 Penalty: 3119.537842
	Iteration 57Q: 3 clusters Score -4510221 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34762 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -4510235.500000 Penalty: 3119.537842
	Iteration 58Q: 3 clusters Score -4510236 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34805 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -4510276.500000 Penalty: 3119.537842
	Iteration 59Q: 3 clusters Score -4510276 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34842 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -4510290.500000 Penalty: 3119.537842
	Iteration 60F: 3 clusters Score -4510290 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34872 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -4510305.000000 Penalty: 3119.537842
	Iteration 61Q: 3 clusters Score -4510305 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34894 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -4510318.000000 Penalty: 3119.537842
	Iteration 62Q: 3 clusters Score -4510318 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34912 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -4510332.000000 Penalty: 3119.537842
	Iteration 63Q: 3 clusters Score -4510332 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34925 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -4510343.500000 Penalty: 3119.537842
	Iteration 64Q: 3 clusters Score -4510344 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34941 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -4510353.000000 Penalty: 3119.537842
	Iteration 65Q: 3 clusters Score -4510353 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34956 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -4510358.500000 Penalty: 3119.537842
	Iteration 66Q: 3 clusters Score -4510358 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34972 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -4510367.500000 Penalty: 3119.537842
	Iteration 67Q: 3 clusters Score -4510368 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34988 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -4510377.500000 Penalty: 3119.537842
	Iteration 68Q: 3 clusters Score -4510378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34998 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -4510380.000000 Penalty: 3119.537842
	Iteration 69Q: 3 clusters Score -4510380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35011 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -4510391.000000 Penalty: 3119.537842
	Iteration 70Q: 3 clusters Score -4510391 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35027 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -4510399.500000 Penalty: 3119.537842
	Iteration 71Q: 3 clusters Score -4510400 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35040 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -4510401.000000 Penalty: 3119.537842
	Iteration 72Q: 3 clusters Score -4510401 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35048 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -4510407.500000 Penalty: 3119.537842
	Iteration 73Q: 3 clusters Score -4510408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35054 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -4510406.500000 Penalty: 3119.537842
	Iteration 74Q: 3 clusters Score -4510406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35059 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -4510410.000000 Penalty: 3119.537842
	Iteration 75Q: 3 clusters Score -4510410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35064 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -4510409.000000 Penalty: 3119.537842
	Iteration 76Q: 3 clusters Score -4510409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35067 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -4510410.000000 Penalty: 3119.537842
	Iteration 77Q: 3 clusters Score -4510410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35070 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -4510411.500000 Penalty: 3119.537842
	Iteration 78Q: 3 clusters Score -4510412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35074 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -4510411.000000 Penalty: 3119.537842
	Iteration 79Q: 3 clusters Score -4510411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35075 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -4510412.500000 Penalty: 3119.537842
	Iteration 80F: 3 clusters Score -4510412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Entering Unmasked Estep 
Score: -1673325.000000 Penalty: 1418.747803
	Iteration 0F: 2 clusters Score -1673325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1664294.125000 Penalty: 2837.495605
	Iteration 0F: 3 clusters Score -1664294 nChanged 5826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1667513.500000 Penalty: 2837.495605
	Iteration 1F: 3 clusters Score -1667514 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1667944.125000 Penalty: 2837.495605
	Iteration 2F: 3 clusters Score -1667944 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1668320.125000 Penalty: 2837.495605
	Iteration 3F: 3 clusters Score -1668320 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1668735.500000 Penalty: 2837.495605
	Iteration 4F: 3 clusters Score -1668736 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1669210.750000 Penalty: 2837.495605
	Iteration 5F: 3 clusters Score -1669211 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1669735.125000 Penalty: 2837.495605
	Iteration 6F: 3 clusters Score -1669735 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1670268.250000 Penalty: 2837.495605
	Iteration 7F: 3 clusters Score -1670268 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1670799.000000 Penalty: 2837.495605
	Iteration 8F: 3 clusters Score -1670799 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1671248.875000 Penalty: 2837.495605
	Iteration 9Q: 3 clusters Score -1671249 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1671516.625000 Penalty: 2837.495605
	Iteration 10Q: 3 clusters Score -1671517 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1671648.625000 Penalty: 2837.495605
	Iteration 11Q: 3 clusters Score -1671649 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1671718.125000 Penalty: 2837.495605
	Iteration 12Q: 3 clusters Score -1671718 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1671771.000000 Penalty: 2837.495605
	Iteration 13Q: 3 clusters Score -1671771 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1671803.250000 Penalty: 2837.495605
	Iteration 14Q: 3 clusters Score -1671803 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1671831.875000 Penalty: 2837.495605
	Iteration 15Q: 3 clusters Score -1671832 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1671847.375000 Penalty: 2837.495605
	Iteration 16Q: 3 clusters Score -1671847 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1671864.375000 Penalty: 2837.495605
	Iteration 17Q: 3 clusters Score -1671864 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1671879.625000 Penalty: 2837.495605
	Iteration 18Q: 3 clusters Score -1671880 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1671896.125000 Penalty: 2837.495605
	Iteration 19Q: 3 clusters Score -1671896 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1671908.000000 Penalty: 2837.495605
	Iteration 20F: 3 clusters Score -1671908 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1671917.500000 Penalty: 2837.495605
	Iteration 21Q: 3 clusters Score -1671918 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1671927.375000 Penalty: 2837.495605
	Iteration 22Q: 3 clusters Score -1671927 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1671935.250000 Penalty: 2837.495605
	Iteration 23Q: 3 clusters Score -1671935 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1671941.250000 Penalty: 2837.495605
	Iteration 24Q: 3 clusters Score -1671941 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1671952.000000 Penalty: 2837.495605
	Iteration 25Q: 3 clusters Score -1671952 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1671961.750000 Penalty: 2837.495605
	Iteration 26Q: 3 clusters Score -1671962 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1671964.000000 Penalty: 2837.495605
	Iteration 27Q: 3 clusters Score -1671964 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1671970.500000 Penalty: 2837.495605
	Iteration 28Q: 3 clusters Score -1671970 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1671976.750000 Penalty: 2837.495605
	Iteration 29Q: 3 clusters Score -1671977 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1671974.500000 Penalty: 2837.495605
	Iteration 30Q: 3 clusters Score -1671974 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1671976.875000 Penalty: 2837.495605
	Iteration 31Q: 3 clusters Score -1671977 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1671979.000000 Penalty: 2837.495605
	Iteration 32Q: 3 clusters Score -1671979 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1671980.375000 Penalty: 2837.495605
	Iteration 33Q: 3 clusters Score -1671980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1671986.375000 Penalty: 2837.495605
	Iteration 34Q: 3 clusters Score -1671986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1671989.375000 Penalty: 2837.495605
	Iteration 35Q: 3 clusters Score -1671989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1671989.250000 Penalty: 2837.495605
	Iteration 36Q: 3 clusters Score -1671989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1671989.625000 Penalty: 2837.495605
	Iteration 37Q: 3 clusters Score -1671990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1671986.125000 Penalty: 2837.495605
	Iteration 38Q: 3 clusters Score -1671986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1671986.750000 Penalty: 2837.495605
	Iteration 39Q: 3 clusters Score -1671987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1671987.625000 Penalty: 2837.495605
	Iteration 40F: 3 clusters Score -1671988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1671987.750000 Penalty: 2837.495605
	Iteration 41Q: 3 clusters Score -1671988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1671988.625000 Penalty: 2837.495605
	Iteration 42Q: 3 clusters Score -1671989 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1671987.000000 Penalty: 2837.495605
	Iteration 43Q: 3 clusters Score -1671987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1671984.875000 Penalty: 2837.495605
	Iteration 44Q: 3 clusters Score -1671985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1671990.500000 Penalty: 2837.495605
	Iteration 45Q: 3 clusters Score -1671990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1671990.375000 Penalty: 2837.495605
	Iteration 46Q: 3 clusters Score -1671990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1671992.500000 Penalty: 2837.495605
	Iteration 47Q: 3 clusters Score -1671992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1671989.500000 Penalty: 2837.495605
	Iteration 48Q: 3 clusters Score -1671990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1671989.625000 Penalty: 2837.495605
	Iteration 49Q: 3 clusters Score -1671990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1671994.750000 Penalty: 2837.495605
	Iteration 50Q: 3 clusters Score -1671995 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1671995.750000 Penalty: 2837.495605
	Iteration 51Q: 3 clusters Score -1671996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1671995.250000 Penalty: 2837.495605
	Iteration 52Q: 3 clusters Score -1671995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1671997.000000 Penalty: 2837.495605
	Iteration 53Q: 3 clusters Score -1671997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1672000.375000 Penalty: 2837.495605
	Iteration 54Q: 3 clusters Score -1672000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1671998.375000 Penalty: 2837.495605
	Iteration 55Q: 3 clusters Score -1671998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1672003.750000 Penalty: 2837.495605
	Iteration 56Q: 3 clusters Score -1672004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1672000.375000 Penalty: 2837.495605
	Iteration 57Q: 3 clusters Score -1672000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1672000.500000 Penalty: 2837.495605
	Iteration 58Q: 3 clusters Score -1672000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1671999.875000 Penalty: 2837.495605
	Iteration 59Q: 3 clusters Score -1672000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1672004.375000 Penalty: 2837.495605
	Iteration 60F: 3 clusters Score -1672004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1672004.125000 Penalty: 2837.495605
	Iteration 61Q: 3 clusters Score -1672004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1672005.250000 Penalty: 2837.495605
	Iteration 62Q: 3 clusters Score -1672005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1672004.250000 Penalty: 2837.495605
	Iteration 63Q: 3 clusters Score -1672004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1672004.250000 Penalty: 2837.495605
	Iteration 64Q: 3 clusters Score -1672004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1672004.250000 Penalty: 2837.495605
	Iteration 65F: 3 clusters Score -1672004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Entering Unmasked Estep 
Score: -669138.437500 Penalty: 1288.025513
	Iteration 0F: 2 clusters Score -669138.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -665012.312500 Penalty: 2576.051025
	Iteration 0F: 3 clusters Score -665012.3 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -666302.562500 Penalty: 2576.051025
	Iteration 1F: 3 clusters Score -666302.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -666530.187500 Penalty: 2576.051025
	Iteration 2F: 3 clusters Score -666530.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -666678.562500 Penalty: 2576.051025
	Iteration 3F: 3 clusters Score -666678.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -666780.750000 Penalty: 2576.051025
	Iteration 4Q: 3 clusters Score -666780.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -666887.750000 Penalty: 2576.051025
	Iteration 5Q: 3 clusters Score -666887.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -666985.250000 Penalty: 2576.051025
	Iteration 6Q: 3 clusters Score -666985.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -667077.625000 Penalty: 2576.051025
	Iteration 7Q: 3 clusters Score -667077.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -667157.812500 Penalty: 2576.051025
	Iteration 8Q: 3 clusters Score -667157.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -667238.750000 Penalty: 2576.051025
	Iteration 9Q: 3 clusters Score -667238.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -667327.687500 Penalty: 2576.051025
	Iteration 10Q: 3 clusters Score -667327.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -667396.187500 Penalty: 2576.051025
	Iteration 11Q: 3 clusters Score -667396.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -667451.937500 Penalty: 2576.051025
	Iteration 12Q: 3 clusters Score -667451.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -667512.625000 Penalty: 2576.051025
	Iteration 13Q: 3 clusters Score -667512.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -667585.500000 Penalty: 2576.051025
	Iteration 14Q: 3 clusters Score -667585.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -667664.187500 Penalty: 2576.051025
	Iteration 15Q: 3 clusters Score -667664.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -667753.187500 Penalty: 2576.051025
	Iteration 16Q: 3 clusters Score -667753.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -667836.937500 Penalty: 2576.051025
	Iteration 17Q: 3 clusters Score -667836.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -667921.875000 Penalty: 2576.051025
	Iteration 18Q: 3 clusters Score -667921.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -667988.937500 Penalty: 2576.051025
	Iteration 19Q: 3 clusters Score -667988.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -668065.562500 Penalty: 2576.051025
	Iteration 20F: 3 clusters Score -668065.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -668148.687500 Penalty: 2576.051025
	Iteration 21Q: 3 clusters Score -668148.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -668222.312500 Penalty: 2576.051025
	Iteration 22Q: 3 clusters Score -668222.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -668300.562500 Penalty: 2576.051025
	Iteration 23Q: 3 clusters Score -668300.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -668369.812500 Penalty: 2576.051025
	Iteration 24Q: 3 clusters Score -668369.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -668431.062500 Penalty: 2576.051025
	Iteration 25Q: 3 clusters Score -668431.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -668467.187500 Penalty: 2576.051025
	Iteration 26Q: 3 clusters Score -668467.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -668492.062500 Penalty: 2576.051025
	Iteration 27Q: 3 clusters Score -668492.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -668506.812500 Penalty: 2576.051025
	Iteration 28Q: 3 clusters Score -668506.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -668518.625000 Penalty: 2576.051025
	Iteration 29Q: 3 clusters Score -668518.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -668530.562500 Penalty: 2576.051025
	Iteration 30Q: 3 clusters Score -668530.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -668539.125000 Penalty: 2576.051025
	Iteration 31Q: 3 clusters Score -668539.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -668545.812500 Penalty: 2576.051025
	Iteration 32Q: 3 clusters Score -668545.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -668552.750000 Penalty: 2576.051025
	Iteration 33Q: 3 clusters Score -668552.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -668559.500000 Penalty: 2576.051025
	Iteration 34Q: 3 clusters Score -668559.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -668562.375000 Penalty: 2576.051025
	Iteration 35Q: 3 clusters Score -668562.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -668563.875000 Penalty: 2576.051025
	Iteration 36Q: 3 clusters Score -668563.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -668566.125000 Penalty: 2576.051025
	Iteration 37Q: 3 clusters Score -668566.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -668566.125000 Penalty: 2576.051025
	Iteration 38Q: 3 clusters Score -668566.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -668568.187500 Penalty: 2576.051025
	Iteration 39Q: 3 clusters Score -668568.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -668570.250000 Penalty: 2576.051025
	Iteration 40F: 3 clusters Score -668570.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -668571.500000 Penalty: 2576.051025
	Iteration 41Q: 3 clusters Score -668571.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -668571.250000 Penalty: 2576.051025
	Iteration 42Q: 3 clusters Score -668571.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -668571.687500 Penalty: 2576.051025
	Iteration 43Q: 3 clusters Score -668571.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -668570.437500 Penalty: 2576.051025
	Iteration 44Q: 3 clusters Score -668570.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -668570.937500 Penalty: 2576.051025
	Iteration 45Q: 3 clusters Score -668570.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -668570.937500 Penalty: 2576.051025
	Iteration 46F: 3 clusters Score -668570.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (50755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50755 members 
Entering Unmasked Estep 
Score: -6467428.000000 Penalty: 1612.213135
	Iteration 0F: 2 clusters Score -6467428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25366 members 
Mstep: Class 2 contains 25389 members 
Entering Unmasked Estep 
Score: -6435106.000000 Penalty: 3224.426270
	Iteration 0F: 3 clusters Score -6435106 nChanged 23476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25116 members 
Mstep: Class 2 contains 25639 members 
Entering Unmasked Estep 
Score: -6447903.500000 Penalty: 3224.426270
	Iteration 1F: 3 clusters Score -6447904 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 25674 members 
Entering Unmasked Estep 
Score: -6448479.000000 Penalty: 3224.426270
	Iteration 2Q: 3 clusters Score -6448479 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25035 members 
Mstep: Class 2 contains 25720 members 
Entering Unmasked Estep 
Score: -6449024.000000 Penalty: 3224.426270
	Iteration 3Q: 3 clusters Score -6449024 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25053 members 
Mstep: Class 2 contains 25702 members 
Entering Unmasked Estep 
Score: -6449576.500000 Penalty: 3224.426270
	Iteration 4Q: 3 clusters Score -6449576 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25211 members 
Mstep: Class 2 contains 25544 members 
Entering Unmasked Estep 
Score: -6450167.500000 Penalty: 3224.426270
	Iteration 5Q: 3 clusters Score -6450168 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25494 members 
Mstep: Class 2 contains 25261 members 
Entering Unmasked Estep 
Score: -6450912.500000 Penalty: 3224.426270
	Iteration 6Q: 3 clusters Score -6450912 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25880 members 
Mstep: Class 2 contains 24875 members 
Entering Unmasked Estep 
Score: -6451811.000000 Penalty: 3224.426270
	Iteration 7Q: 3 clusters Score -6451811 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26465 members 
Mstep: Class 2 contains 24290 members 
Entering Unmasked Estep 
Score: -6452860.000000 Penalty: 3224.426270
	Iteration 8Q: 3 clusters Score -6452860 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27149 members 
Mstep: Class 2 contains 23606 members 
Entering Unmasked Estep 
Score: -6453999.000000 Penalty: 3224.426270
	Iteration 9F: 3 clusters Score -6453999 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27862 members 
Mstep: Class 2 contains 22893 members 
Entering Unmasked Estep 
Score: -6455164.000000 Penalty: 3224.426270
	Iteration 10F: 3 clusters Score -6455164 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28555 members 
Mstep: Class 2 contains 22200 members 
Entering Unmasked Estep 
Score: -6456036.000000 Penalty: 3224.426270
	Iteration 11Q: 3 clusters Score -6456036 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29139 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -6456708.000000 Penalty: 3224.426270
	Iteration 12Q: 3 clusters Score -6456708 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29510 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -6457101.500000 Penalty: 3224.426270
	Iteration 13Q: 3 clusters Score -6457102 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29727 members 
Mstep: Class 2 contains 21028 members 
Entering Unmasked Estep 
Score: -6457370.500000 Penalty: 3224.426270
	Iteration 14Q: 3 clusters Score -6457370 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29838 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -6457518.500000 Penalty: 3224.426270
	Iteration 15Q: 3 clusters Score -6457518 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29886 members 
Mstep: Class 2 contains 20869 members 
Entering Unmasked Estep 
Score: -6457584.500000 Penalty: 3224.426270
	Iteration 16Q: 3 clusters Score -6457584 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29898 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -6457640.500000 Penalty: 3224.426270
	Iteration 17Q: 3 clusters Score -6457640 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29890 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -6457648.000000 Penalty: 3224.426270
	Iteration 18Q: 3 clusters Score -6457648 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29886 members 
Mstep: Class 2 contains 20869 members 
Entering Unmasked Estep 
Score: -6457677.000000 Penalty: 3224.426270
	Iteration 19Q: 3 clusters Score -6457677 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29892 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -6457681.000000 Penalty: 3224.426270
	Iteration 20F: 3 clusters Score -6457681 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29879 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -6457685.000000 Penalty: 3224.426270
	Iteration 21Q: 3 clusters Score -6457685 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29863 members 
Mstep: Class 2 contains 20892 members 
Entering Unmasked Estep 
Score: -6457692.500000 Penalty: 3224.426270
	Iteration 22Q: 3 clusters Score -6457692 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29843 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -6457725.000000 Penalty: 3224.426270
	Iteration 23Q: 3 clusters Score -6457725 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29834 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -6457715.000000 Penalty: 3224.426270
	Iteration 24Q: 3 clusters Score -6457715 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29818 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
Score: -6457733.500000 Penalty: 3224.426270
	Iteration 25Q: 3 clusters Score -6457734 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29800 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -6457705.000000 Penalty: 3224.426270
	Iteration 26Q: 3 clusters Score -6457705 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29794 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -6457723.500000 Penalty: 3224.426270
	Iteration 27Q: 3 clusters Score -6457724 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29779 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
Score: -6457721.500000 Penalty: 3224.426270
	Iteration 28Q: 3 clusters Score -6457722 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29768 members 
Mstep: Class 2 contains 20987 members 
Entering Unmasked Estep 
Score: -6457729.500000 Penalty: 3224.426270
	Iteration 29Q: 3 clusters Score -6457730 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29753 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -6457726.000000 Penalty: 3224.426270
	Iteration 30Q: 3 clusters Score -6457726 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29743 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -6457722.500000 Penalty: 3224.426270
	Iteration 31Q: 3 clusters Score -6457722 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29721 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -6457731.000000 Penalty: 3224.426270
	Iteration 32Q: 3 clusters Score -6457731 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29707 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -6457732.000000 Penalty: 3224.426270
	Iteration 33Q: 3 clusters Score -6457732 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29696 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -6457747.000000 Penalty: 3224.426270
	Iteration 34Q: 3 clusters Score -6457747 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29694 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -6457747.500000 Penalty: 3224.426270
	Iteration 35Q: 3 clusters Score -6457748 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29688 members 
Mstep: Class 2 contains 21067 members 
Entering Unmasked Estep 
Score: -6457742.000000 Penalty: 3224.426270
	Iteration 36Q: 3 clusters Score -6457742 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29680 members 
Mstep: Class 2 contains 21075 members 
Entering Unmasked Estep 
Score: -6457748.000000 Penalty: 3224.426270
	Iteration 37Q: 3 clusters Score -6457748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29673 members 
Mstep: Class 2 contains 21082 members 
Entering Unmasked Estep 
Score: -6457751.500000 Penalty: 3224.426270
	Iteration 38Q: 3 clusters Score -6457752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29671 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -6457753.000000 Penalty: 3224.426270
	Iteration 39Q: 3 clusters Score -6457753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29667 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -6457753.500000 Penalty: 3224.426270
	Iteration 40F: 3 clusters Score -6457754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29664 members 
Mstep: Class 2 contains 21091 members 
Entering Unmasked Estep 
Score: -6457750.000000 Penalty: 3224.426270
	Iteration 41Q: 3 clusters Score -6457750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29662 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -6457745.500000 Penalty: 3224.426270
	Iteration 42Q: 3 clusters Score -6457746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29661 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -6457745.000000 Penalty: 3224.426270
	Iteration 43Q: 3 clusters Score -6457745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29660 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
Score: -6457751.000000 Penalty: 3224.426270
	Iteration 44Q: 3 clusters Score -6457751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29657 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -6457748.000000 Penalty: 3224.426270
	Iteration 45Q: 3 clusters Score -6457748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29658 members 
Mstep: Class 2 contains 21097 members 
Entering Unmasked Estep 
Score: -6457748.000000 Penalty: 3224.426270
	Iteration 46Q: 3 clusters Score -6457748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29658 members 
Mstep: Class 2 contains 21097 members 
Entering Unmasked Estep 
Score: -6457748.000000 Penalty: 3224.426270
	Iteration 47F: 3 clusters Score -6457748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (11101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Entering Unmasked Estep 
Score: -1398418.625000 Penalty: 1386.040894
	Iteration 0F: 2 clusters Score -1398419 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1390991.250000 Penalty: 2772.081787
	Iteration 0F: 3 clusters Score -1390991 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1393428.125000 Penalty: 2772.081787
	Iteration 1F: 3 clusters Score -1393428 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1393675.625000 Penalty: 2772.081787
	Iteration 2F: 3 clusters Score -1393676 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1393848.500000 Penalty: 2772.081787
	Iteration 3Q: 3 clusters Score -1393848 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1393986.250000 Penalty: 2772.081787
	Iteration 4Q: 3 clusters Score -1393986 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1394105.250000 Penalty: 2772.081787
	Iteration 5Q: 3 clusters Score -1394105 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1394207.250000 Penalty: 2772.081787
	Iteration 6Q: 3 clusters Score -1394207 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1394295.000000 Penalty: 2772.081787
	Iteration 7Q: 3 clusters Score -1394295 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1394380.375000 Penalty: 2772.081787
	Iteration 8Q: 3 clusters Score -1394380 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1394448.250000 Penalty: 2772.081787
	Iteration 9Q: 3 clusters Score -1394448 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1394550.750000 Penalty: 2772.081787
	Iteration 10Q: 3 clusters Score -1394551 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1394683.625000 Penalty: 2772.081787
	Iteration 11Q: 3 clusters Score -1394684 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1394818.500000 Penalty: 2772.081787
	Iteration 12Q: 3 clusters Score -1394818 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1394980.875000 Penalty: 2772.081787
	Iteration 13Q: 3 clusters Score -1394981 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1395200.625000 Penalty: 2772.081787
	Iteration 14Q: 3 clusters Score -1395201 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1395453.000000 Penalty: 2772.081787
	Iteration 15Q: 3 clusters Score -1395453 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1395725.125000 Penalty: 2772.081787
	Iteration 16Q: 3 clusters Score -1395725 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1396005.000000 Penalty: 2772.081787
	Iteration 17Q: 3 clusters Score -1396005 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1396314.375000 Penalty: 2772.081787
	Iteration 18Q: 3 clusters Score -1396314 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1396593.625000 Penalty: 2772.081787
	Iteration 19Q: 3 clusters Score -1396594 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1396808.375000 Penalty: 2772.081787
	Iteration 20F: 3 clusters Score -1396808 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1396960.375000 Penalty: 2772.081787
	Iteration 21Q: 3 clusters Score -1396960 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1397058.625000 Penalty: 2772.081787
	Iteration 22Q: 3 clusters Score -1397059 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1397132.750000 Penalty: 2772.081787
	Iteration 23Q: 3 clusters Score -1397133 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1397183.000000 Penalty: 2772.081787
	Iteration 24Q: 3 clusters Score -1397183 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1397218.625000 Penalty: 2772.081787
	Iteration 25Q: 3 clusters Score -1397219 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1397237.250000 Penalty: 2772.081787
	Iteration 26Q: 3 clusters Score -1397237 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1397250.500000 Penalty: 2772.081787
	Iteration 27Q: 3 clusters Score -1397250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1397261.375000 Penalty: 2772.081787
	Iteration 28Q: 3 clusters Score -1397261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1397268.000000 Penalty: 2772.081787
	Iteration 29Q: 3 clusters Score -1397268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1397270.625000 Penalty: 2772.081787
	Iteration 30Q: 3 clusters Score -1397271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1397273.875000 Penalty: 2772.081787
	Iteration 31Q: 3 clusters Score -1397274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1397274.375000 Penalty: 2772.081787
	Iteration 32Q: 3 clusters Score -1397274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1397275.750000 Penalty: 2772.081787
	Iteration 33Q: 3 clusters Score -1397276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1397276.250000 Penalty: 2772.081787
	Iteration 34Q: 3 clusters Score -1397276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1397281.500000 Penalty: 2772.081787
	Iteration 35Q: 3 clusters Score -1397282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1397281.500000 Penalty: 2772.081787
	Iteration 36F: 3 clusters Score -1397282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (65683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65683 members 
Entering Unmasked Estep 
Score: -8278711.500000 Penalty: 1650.578125
	Iteration 0F: 2 clusters Score -8278712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32976 members 
Mstep: Class 2 contains 32707 members 
Entering Unmasked Estep 
Score: -8238155.500000 Penalty: 3301.156250
	Iteration 0F: 3 clusters Score -8238156 nChanged 30574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34118 members 
Mstep: Class 2 contains 31565 members 
Entering Unmasked Estep 
Score: -8255607.500000 Penalty: 3301.156250
	Iteration 1F: 3 clusters Score -8255608 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34747 members 
Mstep: Class 2 contains 30936 members 
Entering Unmasked Estep 
Score: -8256388.000000 Penalty: 3301.156250
	Iteration 2Q: 3 clusters Score -8256388 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35575 members 
Mstep: Class 2 contains 30108 members 
Entering Unmasked Estep 
Score: -8257303.000000 Penalty: 3301.156250
	Iteration 3Q: 3 clusters Score -8257303 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36727 members 
Mstep: Class 2 contains 28956 members 
Entering Unmasked Estep 
Score: -8258242.000000 Penalty: 3301.156250
	Iteration 4Q: 3 clusters Score -8258242 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38280 members 
Mstep: Class 2 contains 27403 members 
Entering Unmasked Estep 
Score: -8259503.500000 Penalty: 3301.156250
	Iteration 5Q: 3 clusters Score -8259504 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40243 members 
Mstep: Class 2 contains 25440 members 
Entering Unmasked Estep 
Score: -8260970.000000 Penalty: 3301.156250
	Iteration 6Q: 3 clusters Score -8260970 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42692 members 
Mstep: Class 2 contains 22991 members 
Entering Unmasked Estep 
Score: -8262789.000000 Penalty: 3301.156250
	Iteration 7F: 3 clusters Score -8262789 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45567 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -8264866.000000 Penalty: 3301.156250
	Iteration 8F: 3 clusters Score -8264866 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48616 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -8267057.000000 Penalty: 3301.156250
	Iteration 9F: 3 clusters Score -8267057 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51673 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -8269152.500000 Penalty: 3301.156250
	Iteration 10F: 3 clusters Score -8269152 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54455 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -8271011.500000 Penalty: 3301.156250
	Iteration 11Q: 3 clusters Score -8271012 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56818 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -8272587.500000 Penalty: 3301.156250
	Iteration 12Q: 3 clusters Score -8272588 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58731 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -8273838.000000 Penalty: 3301.156250
	Iteration 13Q: 3 clusters Score -8273838 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60264 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -8274872.000000 Penalty: 3301.156250
	Iteration 14Q: 3 clusters Score -8274872 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61430 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -8275618.000000 Penalty: 3301.156250
	Iteration 15Q: 3 clusters Score -8275618 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62267 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -8276161.000000 Penalty: 3301.156250
	Iteration 16Q: 3 clusters Score -8276161 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62855 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -8276534.500000 Penalty: 3301.156250
	Iteration 17Q: 3 clusters Score -8276534 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63246 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -8276798.000000 Penalty: 3301.156250
	Iteration 18Q: 3 clusters Score -8276798 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63508 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -8277022.500000 Penalty: 3301.156250
	Iteration 19Q: 3 clusters Score -8277022 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63705 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -8277183.000000 Penalty: 3301.156250
	Iteration 20F: 3 clusters Score -8277183 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63852 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -8277303.000000 Penalty: 3301.156250
	Iteration 21Q: 3 clusters Score -8277303 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63966 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -8277388.000000 Penalty: 3301.156250
	Iteration 22Q: 3 clusters Score -8277388 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64033 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -8277449.000000 Penalty: 3301.156250
	Iteration 23Q: 3 clusters Score -8277449 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64082 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -8277497.500000 Penalty: 3301.156250
	Iteration 24Q: 3 clusters Score -8277498 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64116 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -8277523.000000 Penalty: 3301.156250
	Iteration 25Q: 3 clusters Score -8277523 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64147 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -8277540.500000 Penalty: 3301.156250
	Iteration 26Q: 3 clusters Score -8277540 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64175 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -8277566.500000 Penalty: 3301.156250
	Iteration 27Q: 3 clusters Score -8277566 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64187 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -8277587.500000 Penalty: 3301.156250
	Iteration 28Q: 3 clusters Score -8277588 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64199 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -8277615.500000 Penalty: 3301.156250
	Iteration 29Q: 3 clusters Score -8277616 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64224 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -8277630.000000 Penalty: 3301.156250
	Iteration 30Q: 3 clusters Score -8277630 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64247 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -8277651.000000 Penalty: 3301.156250
	Iteration 31Q: 3 clusters Score -8277651 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64268 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -8277674.500000 Penalty: 3301.156250
	Iteration 32Q: 3 clusters Score -8277674 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64286 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -8277689.000000 Penalty: 3301.156250
	Iteration 33Q: 3 clusters Score -8277689 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64301 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -8277716.500000 Penalty: 3301.156250
	Iteration 34Q: 3 clusters Score -8277716 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64316 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -8277714.000000 Penalty: 3301.156250
	Iteration 35Q: 3 clusters Score -8277714 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64319 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -8277739.000000 Penalty: 3301.156250
	Iteration 36Q: 3 clusters Score -8277739 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64318 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -8277761.500000 Penalty: 3301.156250
	Iteration 37Q: 3 clusters Score -8277762 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64321 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -8277774.500000 Penalty: 3301.156250
	Iteration 38Q: 3 clusters Score -8277774 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64330 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -8277783.500000 Penalty: 3301.156250
	Iteration 39Q: 3 clusters Score -8277784 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64331 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -8277793.000000 Penalty: 3301.156250
	Iteration 40F: 3 clusters Score -8277793 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64334 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -8277799.500000 Penalty: 3301.156250
	Iteration 41Q: 3 clusters Score -8277800 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64336 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -8277802.500000 Penalty: 3301.156250
	Iteration 42Q: 3 clusters Score -8277802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64344 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -8277804.000000 Penalty: 3301.156250
	Iteration 43Q: 3 clusters Score -8277804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64349 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -8277801.000000 Penalty: 3301.156250
	Iteration 44Q: 3 clusters Score -8277801 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64355 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -8277811.000000 Penalty: 3301.156250
	Iteration 45Q: 3 clusters Score -8277811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64356 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -8277815.000000 Penalty: 3301.156250
	Iteration 46Q: 3 clusters Score -8277815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64358 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -8277810.500000 Penalty: 3301.156250
	Iteration 47Q: 3 clusters Score -8277810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64361 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -8277819.500000 Penalty: 3301.156250
	Iteration 48Q: 3 clusters Score -8277820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64368 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -8277822.000000 Penalty: 3301.156250
	Iteration 49Q: 3 clusters Score -8277822 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64378 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -8277824.000000 Penalty: 3301.156250
	Iteration 50Q: 3 clusters Score -8277824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64386 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -8277828.000000 Penalty: 3301.156250
	Iteration 51Q: 3 clusters Score -8277828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64387 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -8277822.000000 Penalty: 3301.156250
	Iteration 52Q: 3 clusters Score -8277822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64387 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -8277829.000000 Penalty: 3301.156250
	Iteration 53Q: 3 clusters Score -8277829 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64391 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -8277830.500000 Penalty: 3301.156250
	Iteration 54Q: 3 clusters Score -8277830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64398 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -8277834.000000 Penalty: 3301.156250
	Iteration 55Q: 3 clusters Score -8277834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64396 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -8277831.500000 Penalty: 3301.156250
	Iteration 56Q: 3 clusters Score -8277832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64396 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -8277840.500000 Penalty: 3301.156250
	Iteration 57Q: 3 clusters Score -8277840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64395 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -8277837.500000 Penalty: 3301.156250
	Iteration 58Q: 3 clusters Score -8277838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64392 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -8277833.000000 Penalty: 3301.156250
	Iteration 59Q: 3 clusters Score -8277833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64392 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -8277833.000000 Penalty: 3301.156250
	Iteration 60F: 3 clusters Score -8277833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Entering Unmasked Estep 
Score: -25768.478516 Penalty: 894.476562
	Iteration 0F: 2 clusters Score -25768.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -25011.869141 Penalty: 1788.953125
	Iteration 0F: 3 clusters Score -25011.87 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -25284.080078 Penalty: 1788.953125
	Iteration 1F: 3 clusters Score -25284.08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -25394.917969 Penalty: 1788.953125
	Iteration 2F: 3 clusters Score -25394.92 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -25473.583984 Penalty: 1788.953125
	Iteration 3Q: 3 clusters Score -25473.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -25495.636719 Penalty: 1788.953125
	Iteration 4Q: 3 clusters Score -25495.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -25500.080078 Penalty: 1788.953125
	Iteration 5Q: 3 clusters Score -25500.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -25500.080078 Penalty: 1788.953125
	Iteration 6F: 3 clusters Score -25500.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Entering Unmasked Estep 
Score: -43557.585938 Penalty: 887.380615
	Iteration 0F: 2 clusters Score -43557.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -42751.296875 Penalty: 1774.761230
	Iteration 0F: 3 clusters Score -42751.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -42875.828125 Penalty: 1774.761230
	Iteration 1F: 3 clusters Score -42875.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -42907.828125 Penalty: 1774.761230
	Iteration 2Q: 3 clusters Score -42907.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -42913.582031 Penalty: 1774.761230
	Iteration 3Q: 3 clusters Score -42913.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -42913.582031 Penalty: 1774.761230
	Iteration 4F: 3 clusters Score -42913.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (15149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Entering Unmasked Estep 
Score: -1919116.000000 Penalty: 1432.302612
	Iteration 0F: 2 clusters Score -1919116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1909051.875000 Penalty: 2864.605225
	Iteration 0F: 3 clusters Score -1909052 nChanged 6620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1912503.375000 Penalty: 2864.605225
	Iteration 1F: 3 clusters Score -1912503 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1912825.125000 Penalty: 2864.605225
	Iteration 2F: 3 clusters Score -1912825 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1913057.875000 Penalty: 2864.605225
	Iteration 3Q: 3 clusters Score -1913058 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1913247.625000 Penalty: 2864.605225
	Iteration 4Q: 3 clusters Score -1913248 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1913402.000000 Penalty: 2864.605225
	Iteration 5Q: 3 clusters Score -1913402 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1913534.125000 Penalty: 2864.605225
	Iteration 6Q: 3 clusters Score -1913534 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1913664.125000 Penalty: 2864.605225
	Iteration 7Q: 3 clusters Score -1913664 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1913819.125000 Penalty: 2864.605225
	Iteration 8Q: 3 clusters Score -1913819 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1913994.500000 Penalty: 2864.605225
	Iteration 9Q: 3 clusters Score -1913994 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1914211.250000 Penalty: 2864.605225
	Iteration 10Q: 3 clusters Score -1914211 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1914507.875000 Penalty: 2864.605225
	Iteration 11Q: 3 clusters Score -1914508 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -1914897.750000 Penalty: 2864.605225
	Iteration 12Q: 3 clusters Score -1914898 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -1915321.000000 Penalty: 2864.605225
	Iteration 13Q: 3 clusters Score -1915321 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -1915749.125000 Penalty: 2864.605225
	Iteration 14Q: 3 clusters Score -1915749 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -1916238.250000 Penalty: 2864.605225
	Iteration 15Q: 3 clusters Score -1916238 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -1916689.250000 Penalty: 2864.605225
	Iteration 16Q: 3 clusters Score -1916689 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -1917043.750000 Penalty: 2864.605225
	Iteration 17Q: 3 clusters Score -1917044 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -1917301.125000 Penalty: 2864.605225
	Iteration 18Q: 3 clusters Score -1917301 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -1917491.750000 Penalty: 2864.605225
	Iteration 19Q: 3 clusters Score -1917492 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -1917647.375000 Penalty: 2864.605225
	Iteration 20F: 3 clusters Score -1917647 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -1917758.250000 Penalty: 2864.605225
	Iteration 21Q: 3 clusters Score -1917758 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -1917838.375000 Penalty: 2864.605225
	Iteration 22Q: 3 clusters Score -1917838 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -1917878.750000 Penalty: 2864.605225
	Iteration 23Q: 3 clusters Score -1917879 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -1917903.500000 Penalty: 2864.605225
	Iteration 24Q: 3 clusters Score -1917904 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -1917928.000000 Penalty: 2864.605225
	Iteration 25Q: 3 clusters Score -1917928 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -1917941.625000 Penalty: 2864.605225
	Iteration 26Q: 3 clusters Score -1917942 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -1917959.875000 Penalty: 2864.605225
	Iteration 27Q: 3 clusters Score -1917960 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -1917975.750000 Penalty: 2864.605225
	Iteration 28Q: 3 clusters Score -1917976 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -1917989.125000 Penalty: 2864.605225
	Iteration 29Q: 3 clusters Score -1917989 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -1917995.875000 Penalty: 2864.605225
	Iteration 30Q: 3 clusters Score -1917996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -1917997.875000 Penalty: 2864.605225
	Iteration 31Q: 3 clusters Score -1917998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -1917999.750000 Penalty: 2864.605225
	Iteration 32Q: 3 clusters Score -1918000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -1918000.750000 Penalty: 2864.605225
	Iteration 33Q: 3 clusters Score -1918001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -1918000.750000 Penalty: 2864.605225
	Iteration 34F: 3 clusters Score -1918001 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Entering Unmasked Estep 
Score: -140062.734375 Penalty: 1052.754517
	Iteration 0F: 2 clusters Score -140062.7 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 587 members 
Entering Unmasked Estep 
Score: -138659.171875 Penalty: 2105.509033
	Iteration 0F: 3 clusters Score -138659.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -138952.125000 Penalty: 2105.509033
	Iteration 1F: 3 clusters Score -138952.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -139029.671875 Penalty: 2105.509033
	Iteration 2F: 3 clusters Score -139029.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -139071.312500 Penalty: 2105.509033
	Iteration 3Q: 3 clusters Score -139071.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -139109.515625 Penalty: 2105.509033
	Iteration 4Q: 3 clusters Score -139109.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -139134.703125 Penalty: 2105.509033
	Iteration 5Q: 3 clusters Score -139134.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -139154.156250 Penalty: 2105.509033
	Iteration 6Q: 3 clusters Score -139154.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -139169.015625 Penalty: 2105.509033
	Iteration 7Q: 3 clusters Score -139169 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -139185.906250 Penalty: 2105.509033
	Iteration 8Q: 3 clusters Score -139185.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -139197.890625 Penalty: 2105.509033
	Iteration 9Q: 3 clusters Score -139197.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -139206.484375 Penalty: 2105.509033
	Iteration 10Q: 3 clusters Score -139206.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -139211.312500 Penalty: 2105.509033
	Iteration 11Q: 3 clusters Score -139211.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -139215.843750 Penalty: 2105.509033
	Iteration 12Q: 3 clusters Score -139215.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -139217.812500 Penalty: 2105.509033
	Iteration 13Q: 3 clusters Score -139217.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -139223.046875 Penalty: 2105.509033
	Iteration 14Q: 3 clusters Score -139223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -139228.140625 Penalty: 2105.509033
	Iteration 15Q: 3 clusters Score -139228.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -139236.812500 Penalty: 2105.509033
	Iteration 16Q: 3 clusters Score -139236.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -139239.125000 Penalty: 2105.509033
	Iteration 17Q: 3 clusters Score -139239.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -139239.125000 Penalty: 2105.509033
	Iteration 18F: 3 clusters Score -139239.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -127074.750000 Penalty: 1044.471313
	Iteration 0F: 2 clusters Score -127074.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -125749.187500 Penalty: 2088.942627
	Iteration 0F: 3 clusters Score -125749.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -126071.648438 Penalty: 2088.942627
	Iteration 1F: 3 clusters Score -126071.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -126177.218750 Penalty: 2088.942627
	Iteration 2F: 3 clusters Score -126177.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -126206.617188 Penalty: 2088.942627
	Iteration 3Q: 3 clusters Score -126206.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -126218.765625 Penalty: 2088.942627
	Iteration 4Q: 3 clusters Score -126218.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -126227.890625 Penalty: 2088.942627
	Iteration 5Q: 3 clusters Score -126227.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -126236.656250 Penalty: 2088.942627
	Iteration 6Q: 3 clusters Score -126236.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -126243.828125 Penalty: 2088.942627
	Iteration 7Q: 3 clusters Score -126243.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -126244.828125 Penalty: 2088.942627
	Iteration 8Q: 3 clusters Score -126244.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -126244.828125 Penalty: 2088.942627
	Iteration 9F: 3 clusters Score -126244.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Entering Unmasked Estep 
Score: -46544.628906 Penalty: 929.420654
	Iteration 0F: 2 clusters Score -46544.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -45671.082031 Penalty: 1858.841309
	Iteration 0F: 3 clusters Score -45671.08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -45872.242188 Penalty: 1858.841309
	Iteration 1F: 3 clusters Score -45872.24 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -45992.367188 Penalty: 1858.841309
	Iteration 2F: 3 clusters Score -45992.37 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -46165.480469 Penalty: 1858.841309
	Iteration 3F: 3 clusters Score -46165.48 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -46276.269531 Penalty: 1858.841309
	Iteration 4F: 3 clusters Score -46276.27 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -46401.792969 Penalty: 1858.841309
	Iteration 5Q: 3 clusters Score -46401.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -46474.722656 Penalty: 1858.841309
	Iteration 6Q: 3 clusters Score -46474.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -46528.289062 Penalty: 1858.841309
	Iteration 7Q: 3 clusters Score -46528.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -46595.039062 Penalty: 1858.841309
	Iteration 8Q: 3 clusters Score -46595.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -46604.148438 Penalty: 1858.841309
	Iteration 9Q: 3 clusters Score -46604.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -46612.351562 Penalty: 1858.841309
	Iteration 10Q: 3 clusters Score -46612.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -46615.242188 Penalty: 1858.841309
	Iteration 11Q: 3 clusters Score -46615.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -46620.746094 Penalty: 1858.841309
	Iteration 12Q: 3 clusters Score -46620.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -46632.468750 Penalty: 1858.841309
	Iteration 13Q: 3 clusters Score -46632.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -46635.941406 Penalty: 1858.841309
	Iteration 14Q: 3 clusters Score -46635.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -46644.207031 Penalty: 1858.841309
	Iteration 15Q: 3 clusters Score -46644.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -46651.046875 Penalty: 1858.841309
	Iteration 16Q: 3 clusters Score -46651.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -46651.046875 Penalty: 1858.841309
	Iteration 17F: 3 clusters Score -46651.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 11853 members 
Mstep: Class 3 contains 1779 members 
Mstep: Class 4 contains 40301 members 
Mstep: Class 5 contains 10090 members 
Mstep: Class 6 contains 38268 members 
Mstep: Class 7 contains 32226 members 
Mstep: Class 8 contains 4034 members 
Mstep: Class 9 contains 7053 members 
Mstep: Class 10 contains 8619 members 
Mstep: Class 11 contains 4843 members 
Mstep: Class 12 contains 21811 members 
Mstep: Class 13 contains 14927 members 
Mstep: Class 14 contains 11395 members 
Mstep: Class 15 contains 1645 members 
Mstep: Class 16 contains 3850 members 
Mstep: Class 17 contains 53050 members 
Mstep: Class 18 contains 36223 members 
Mstep: Class 19 contains 21904 members 
Mstep: Class 20 contains 7041 members 
Mstep: Class 21 contains 19554 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35679 members 
Mstep: Class 25 contains 13830 members 
Mstep: Class 26 contains 5745 members 
Mstep: Class 27 contains 50755 members 
Mstep: Class 28 contains 11101 members 
Mstep: Class 29 contains 65683 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 15149 members 
Mstep: Class 33 contains 1182 members 
Mstep: Class 34 contains 1118 members 
Mstep: Class 35 contains 207 members 
Mstep: Class 36 contains 63897 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 30634 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 309 members 
Entering Unmasked Estep 
Score: -80986296.000000 Penalty: 81814.242188
Splitting cluster 35 changes total score from -80987240.000000 to -80986296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (63897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63897 members 
Entering Unmasked Estep 
Score: -8150375.000000 Penalty: 1646.476074
	Iteration 0F: 2 clusters Score -8150375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31778 members 
Mstep: Class 2 contains 32119 members 
Entering Unmasked Estep 
Score: -8110731.000000 Penalty: 3292.952148
	Iteration 0F: 3 clusters Score -8110731 nChanged 29834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29954 members 
Mstep: Class 2 contains 33943 members 
Entering Unmasked Estep 
Score: -8127768.500000 Penalty: 3292.952148
	Iteration 1F: 3 clusters Score -8127768 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28597 members 
Mstep: Class 2 contains 35300 members 
Entering Unmasked Estep 
Score: -8128817.500000 Penalty: 3292.952148
	Iteration 2Q: 3 clusters Score -8128818 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26457 members 
Mstep: Class 2 contains 37440 members 
Entering Unmasked Estep 
Score: -8130142.500000 Penalty: 3292.952148
	Iteration 3F: 3 clusters Score -8130142 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 40429 members 
Entering Unmasked Estep 
Score: -8132120.500000 Penalty: 3292.952148
	Iteration 4F: 3 clusters Score -8132120 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 44294 members 
Entering Unmasked Estep 
Score: -8134748.500000 Penalty: 3292.952148
	Iteration 5F: 3 clusters Score -8134748 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 48631 members 
Entering Unmasked Estep 
Score: -8137866.000000 Penalty: 3292.952148
	Iteration 6F: 3 clusters Score -8137866 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 52785 members 
Entering Unmasked Estep 
Score: -8140953.000000 Penalty: 3292.952148
	Iteration 7F: 3 clusters Score -8140953 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 56282 members 
Entering Unmasked Estep 
Score: -8143672.000000 Penalty: 3292.952148
	Iteration 8F: 3 clusters Score -8143672 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 58863 members 
Entering Unmasked Estep 
Score: -8145658.500000 Penalty: 3292.952148
	Iteration 9Q: 3 clusters Score -8145658 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 60466 members 
Entering Unmasked Estep 
Score: -8147026.000000 Penalty: 3292.952148
	Iteration 10Q: 3 clusters Score -8147026 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 61371 members 
Entering Unmasked Estep 
Score: -8147788.500000 Penalty: 3292.952148
	Iteration 11Q: 3 clusters Score -8147788 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 61894 members 
Entering Unmasked Estep 
Score: -8148265.000000 Penalty: 3292.952148
	Iteration 12Q: 3 clusters Score -8148265 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 62176 members 
Entering Unmasked Estep 
Score: -8148587.000000 Penalty: 3292.952148
	Iteration 13Q: 3 clusters Score -8148587 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 62364 members 
Entering Unmasked Estep 
Score: -8148783.500000 Penalty: 3292.952148
	Iteration 14Q: 3 clusters Score -8148784 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 62476 members 
Entering Unmasked Estep 
Score: -8148925.500000 Penalty: 3292.952148
	Iteration 15Q: 3 clusters Score -8148926 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 62569 members 
Entering Unmasked Estep 
Score: -8149035.500000 Penalty: 3292.952148
	Iteration 16Q: 3 clusters Score -8149036 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 62626 members 
Entering Unmasked Estep 
Score: -8149106.000000 Penalty: 3292.952148
	Iteration 17Q: 3 clusters Score -8149106 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 62686 members 
Entering Unmasked Estep 
Score: -8149171.000000 Penalty: 3292.952148
	Iteration 18Q: 3 clusters Score -8149171 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 62729 members 
Entering Unmasked Estep 
Score: -8149211.500000 Penalty: 3292.952148
	Iteration 19Q: 3 clusters Score -8149212 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 62757 members 
Entering Unmasked Estep 
Score: -8149266.500000 Penalty: 3292.952148
	Iteration 20F: 3 clusters Score -8149266 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 62784 members 
Entering Unmasked Estep 
Score: -8149283.000000 Penalty: 3292.952148
	Iteration 21Q: 3 clusters Score -8149283 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 62797 members 
Entering Unmasked Estep 
Score: -8149308.000000 Penalty: 3292.952148
	Iteration 22Q: 3 clusters Score -8149308 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 62807 members 
Entering Unmasked Estep 
Score: -8149321.500000 Penalty: 3292.952148
	Iteration 23Q: 3 clusters Score -8149322 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 62814 members 
Entering Unmasked Estep 
Score: -8149328.500000 Penalty: 3292.952148
	Iteration 24Q: 3 clusters Score -8149328 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 62824 members 
Entering Unmasked Estep 
Score: -8149349.000000 Penalty: 3292.952148
	Iteration 25Q: 3 clusters Score -8149349 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 62831 members 
Entering Unmasked Estep 
Score: -8149363.500000 Penalty: 3292.952148
	Iteration 26Q: 3 clusters Score -8149364 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 62836 members 
Entering Unmasked Estep 
Score: -8149369.500000 Penalty: 3292.952148
	Iteration 27Q: 3 clusters Score -8149370 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 62841 members 
Entering Unmasked Estep 
Score: -8149385.500000 Penalty: 3292.952148
	Iteration 28Q: 3 clusters Score -8149386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 62848 members 
Entering Unmasked Estep 
Score: -8149391.500000 Penalty: 3292.952148
	Iteration 29Q: 3 clusters Score -8149392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 62853 members 
Entering Unmasked Estep 
Score: -8149386.500000 Penalty: 3292.952148
	Iteration 30Q: 3 clusters Score -8149386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 62854 members 
Entering Unmasked Estep 
Score: -8149399.500000 Penalty: 3292.952148
	Iteration 31Q: 3 clusters Score -8149400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 62857 members 
Entering Unmasked Estep 
Score: -8149401.500000 Penalty: 3292.952148
	Iteration 32Q: 3 clusters Score -8149402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 62859 members 
Entering Unmasked Estep 
Score: -8149398.500000 Penalty: 3292.952148
	Iteration 33Q: 3 clusters Score -8149398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 62863 members 
Entering Unmasked Estep 
Score: -8149405.000000 Penalty: 3292.952148
	Iteration 34Q: 3 clusters Score -8149405 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 62863 members 
Entering Unmasked Estep 
Score: -8149415.000000 Penalty: 3292.952148
	Iteration 35Q: 3 clusters Score -8149415 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 62859 members 
Entering Unmasked Estep 
Score: -8149407.500000 Penalty: 3292.952148
	Iteration 36Q: 3 clusters Score -8149408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 62864 members 
Entering Unmasked Estep 
Score: -8149412.500000 Penalty: 3292.952148
	Iteration 37Q: 3 clusters Score -8149412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 62860 members 
Entering Unmasked Estep 
Score: -8149427.500000 Penalty: 3292.952148
	Iteration 38Q: 3 clusters Score -8149428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 62859 members 
Entering Unmasked Estep 
Score: -8149418.500000 Penalty: 3292.952148
	Iteration 39Q: 3 clusters Score -8149418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 62859 members 
Entering Unmasked Estep 
Score: -8149414.000000 Penalty: 3292.952148
	Iteration 40F: 3 clusters Score -8149414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 62861 members 
Entering Unmasked Estep 
Score: -8149411.500000 Penalty: 3292.952148
	Iteration 41Q: 3 clusters Score -8149412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 62860 members 
Entering Unmasked Estep 
Score: -8149421.500000 Penalty: 3292.952148
	Iteration 42Q: 3 clusters Score -8149422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 62860 members 
Entering Unmasked Estep 
Score: -8149419.000000 Penalty: 3292.952148
	Iteration 43Q: 3 clusters Score -8149419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 62860 members 
Entering Unmasked Estep 
Score: -8149410.000000 Penalty: 3292.952148
	Iteration 44Q: 3 clusters Score -8149410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 62859 members 
Entering Unmasked Estep 
Score: -8149418.000000 Penalty: 3292.952148
	Iteration 45Q: 3 clusters Score -8149418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 62859 members 
Entering Unmasked Estep 
Score: -8149418.000000 Penalty: 3292.952148
	Iteration 46F: 3 clusters Score -8149418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Entering Unmasked Estep 
Score: -32535.533203 Penalty: 897.366028
	Iteration 0F: 2 clusters Score -32535.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -31733.394531 Penalty: 1794.732056
	Iteration 0F: 3 clusters Score -31733.39 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -31955.255859 Penalty: 1794.732056
	Iteration 1F: 3 clusters Score -31955.26 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -32039.861328 Penalty: 1794.732056
	Iteration 2F: 3 clusters Score -32039.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -32077.660156 Penalty: 1794.732056
	Iteration 3Q: 3 clusters Score -32077.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -32114.312500 Penalty: 1794.732056
	Iteration 4Q: 3 clusters Score -32114.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -32135.652344 Penalty: 1794.732056
	Iteration 5Q: 3 clusters Score -32135.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -32143.630859 Penalty: 1794.732056
	Iteration 6Q: 3 clusters Score -32143.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -32150.458984 Penalty: 1794.732056
	Iteration 7Q: 3 clusters Score -32150.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -32165.164062 Penalty: 1794.732056
	Iteration 8Q: 3 clusters Score -32165.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -32172.779297 Penalty: 1794.732056
	Iteration 9Q: 3 clusters Score -32172.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -32190.837891 Penalty: 1794.732056
	Iteration 10Q: 3 clusters Score -32190.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -32209.974609 Penalty: 1794.732056
	Iteration 11Q: 3 clusters Score -32209.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -32244.912109 Penalty: 1794.732056
	Iteration 12Q: 3 clusters Score -32244.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -32266.097656 Penalty: 1794.732056
	Iteration 13Q: 3 clusters Score -32266.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -32273.837891 Penalty: 1794.732056
	Iteration 14Q: 3 clusters Score -32273.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -32291.164062 Penalty: 1794.732056
	Iteration 15Q: 3 clusters Score -32291.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -32301.345703 Penalty: 1794.732056
	Iteration 16Q: 3 clusters Score -32301.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -32305.044922 Penalty: 1794.732056
	Iteration 17Q: 3 clusters Score -32305.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -32319.878906 Penalty: 1794.732056
	Iteration 18Q: 3 clusters Score -32319.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -32336.484375 Penalty: 1794.732056
	Iteration 19Q: 3 clusters Score -32336.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -32349.513672 Penalty: 1794.732056
	Iteration 20F: 3 clusters Score -32349.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -32351.876953 Penalty: 1794.732056
	Iteration 21Q: 3 clusters Score -32351.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -32356.341797 Penalty: 1794.732056
	Iteration 22Q: 3 clusters Score -32356.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -32380.992188 Penalty: 1794.732056
	Iteration 23Q: 3 clusters Score -32380.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -32384.968750 Penalty: 1794.732056
	Iteration 24Q: 3 clusters Score -32384.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -32384.968750 Penalty: 1794.732056
	Iteration 25F: 3 clusters Score -32384.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (30634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30634 members 
Entering Unmasked Estep 
Score: -3844403.000000 Penalty: 1537.083984
	Iteration 0F: 2 clusters Score -3844403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -3824578.500000 Penalty: 3074.167969
	Iteration 0F: 3 clusters Score -3824578 nChanged 13704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -3832053.500000 Penalty: 3074.167969
	Iteration 1F: 3 clusters Score -3832054 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -3832539.250000 Penalty: 3074.167969
	Iteration 2Q: 3 clusters Score -3832539 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -3832973.000000 Penalty: 3074.167969
	Iteration 3Q: 3 clusters Score -3832973 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -3833388.500000 Penalty: 3074.167969
	Iteration 4Q: 3 clusters Score -3833388 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -3833836.750000 Penalty: 3074.167969
	Iteration 5Q: 3 clusters Score -3833837 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -3834415.250000 Penalty: 3074.167969
	Iteration 6Q: 3 clusters Score -3834415 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -3835188.250000 Penalty: 3074.167969
	Iteration 7Q: 3 clusters Score -3835188 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -3836556.000000 Penalty: 3074.167969
	Iteration 8F: 3 clusters Score -3836556 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
Score: -3838879.000000 Penalty: 3074.167969
	Iteration 9F: 3 clusters Score -3838879 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -3841418.250000 Penalty: 3074.167969
	Iteration 10F: 3 clusters Score -3841418 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -3843163.500000 Penalty: 3074.167969
	Iteration 11F: 3 clusters Score -3843164 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -3844413.000000 Penalty: 3074.167969
	Iteration 12Q: 3 clusters Score -3844413 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -3845357.500000 Penalty: 3074.167969
	Iteration 13Q: 3 clusters Score -3845358 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -3846000.500000 Penalty: 3074.167969
	Iteration 14Q: 3 clusters Score -3846000 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -3846464.000000 Penalty: 3074.167969
	Iteration 15Q: 3 clusters Score -3846464 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -3846738.750000 Penalty: 3074.167969
	Iteration 16Q: 3 clusters Score -3846739 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 19585 members 
Entering Unmasked Estep 
Score: -3846906.250000 Penalty: 3074.167969
	Iteration 17Q: 3 clusters Score -3846906 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -3847034.750000 Penalty: 3074.167969
	Iteration 18Q: 3 clusters Score -3847035 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -3847109.000000 Penalty: 3074.167969
	Iteration 19Q: 3 clusters Score -3847109 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 20228 members 
Entering Unmasked Estep 
Score: -3847185.250000 Penalty: 3074.167969
	Iteration 20F: 3 clusters Score -3847185 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -3847232.250000 Penalty: 3074.167969
	Iteration 21Q: 3 clusters Score -3847232 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -3847265.500000 Penalty: 3074.167969
	Iteration 22Q: 3 clusters Score -3847266 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 20609 members 
Entering Unmasked Estep 
Score: -3847269.750000 Penalty: 3074.167969
	Iteration 23Q: 3 clusters Score -3847270 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 20693 members 
Entering Unmasked Estep 
Score: -3847294.750000 Penalty: 3074.167969
	Iteration 24Q: 3 clusters Score -3847295 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 20759 members 
Entering Unmasked Estep 
Score: -3847317.750000 Penalty: 3074.167969
	Iteration 25Q: 3 clusters Score -3847318 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 20823 members 
Entering Unmasked Estep 
Score: -3847319.250000 Penalty: 3074.167969
	Iteration 26Q: 3 clusters Score -3847319 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -3847334.000000 Penalty: 3074.167969
	Iteration 27Q: 3 clusters Score -3847334 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 20924 members 
Entering Unmasked Estep 
Score: -3847343.000000 Penalty: 3074.167969
	Iteration 28Q: 3 clusters Score -3847343 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -3847345.500000 Penalty: 3074.167969
	Iteration 29Q: 3 clusters Score -3847346 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
Score: -3847348.750000 Penalty: 3074.167969
	Iteration 30Q: 3 clusters Score -3847349 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -3847360.750000 Penalty: 3074.167969
	Iteration 31Q: 3 clusters Score -3847361 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -3847364.000000 Penalty: 3074.167969
	Iteration 32Q: 3 clusters Score -3847364 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -3847364.250000 Penalty: 3074.167969
	Iteration 33Q: 3 clusters Score -3847364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 21038 members 
Entering Unmasked Estep 
Score: -3847358.500000 Penalty: 3074.167969
	Iteration 34Q: 3 clusters Score -3847358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -3847359.000000 Penalty: 3074.167969
	Iteration 35Q: 3 clusters Score -3847359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -3847360.750000 Penalty: 3074.167969
	Iteration 36Q: 3 clusters Score -3847361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 21055 members 
Entering Unmasked Estep 
Score: -3847359.000000 Penalty: 3074.167969
	Iteration 37Q: 3 clusters Score -3847359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 21056 members 
Entering Unmasked Estep 
Score: -3847361.250000 Penalty: 3074.167969
	Iteration 38Q: 3 clusters Score -3847361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -3847364.750000 Penalty: 3074.167969
	Iteration 39Q: 3 clusters Score -3847365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -3847360.250000 Penalty: 3074.167969
	Iteration 40F: 3 clusters Score -3847360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
Score: -3847363.250000 Penalty: 3074.167969
	Iteration 41Q: 3 clusters Score -3847363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -3847364.250000 Penalty: 3074.167969
	Iteration 42Q: 3 clusters Score -3847364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -3847365.000000 Penalty: 3074.167969
	Iteration 43Q: 3 clusters Score -3847365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 21064 members 
Entering Unmasked Estep 
Score: -3847370.750000 Penalty: 3074.167969
	Iteration 44Q: 3 clusters Score -3847371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -3847364.500000 Penalty: 3074.167969
	Iteration 45Q: 3 clusters Score -3847364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 21069 members 
Entering Unmasked Estep 
Score: -3847360.250000 Penalty: 3074.167969
	Iteration 46Q: 3 clusters Score -3847360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -3847357.000000 Penalty: 3074.167969
	Iteration 47Q: 3 clusters Score -3847357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -3847359.250000 Penalty: 3074.167969
	Iteration 48Q: 3 clusters Score -3847359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -3847359.250000 Penalty: 3074.167969
	Iteration 49F: 3 clusters Score -3847359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 11853 members 
Mstep: Class 3 contains 1779 members 
Mstep: Class 4 contains 40301 members 
Mstep: Class 5 contains 10090 members 
Mstep: Class 6 contains 38268 members 
Mstep: Class 7 contains 32226 members 
Mstep: Class 8 contains 4034 members 
Mstep: Class 9 contains 7053 members 
Mstep: Class 10 contains 8619 members 
Mstep: Class 11 contains 4843 members 
Mstep: Class 12 contains 21811 members 
Mstep: Class 13 contains 14927 members 
Mstep: Class 14 contains 11395 members 
Mstep: Class 15 contains 1645 members 
Mstep: Class 16 contains 3850 members 
Mstep: Class 17 contains 53050 members 
Mstep: Class 18 contains 36223 members 
Mstep: Class 19 contains 21904 members 
Mstep: Class 20 contains 7041 members 
Mstep: Class 21 contains 19554 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35679 members 
Mstep: Class 25 contains 13830 members 
Mstep: Class 26 contains 5745 members 
Mstep: Class 27 contains 50755 members 
Mstep: Class 28 contains 11101 members 
Mstep: Class 29 contains 65683 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 15149 members 
Mstep: Class 33 contains 1182 members 
Mstep: Class 34 contains 1118 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 63897 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9562 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 21072 members 
Entering Unmasked Estep 
Score: -80989832.000000 Penalty: 81814.242188
Splitting cluster 38 changes total score from -80987240.000000 to -80989832.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 39 (286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Entering Unmasked Estep 
Score: -25416.886719 Penalty: 841.611633
	Iteration 0F: 2 clusters Score -25416.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -24717.130859 Penalty: 1683.223267
	Iteration 0F: 3 clusters Score -24717.13 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -24800.191406 Penalty: 1683.223267
	Iteration 1F: 3 clusters Score -24800.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -24813.189453 Penalty: 1683.223267
	Iteration 2Q: 3 clusters Score -24813.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -24828.699219 Penalty: 1683.223267
	Iteration 3Q: 3 clusters Score -24828.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -24838.755859 Penalty: 1683.223267
	Iteration 4Q: 3 clusters Score -24838.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -24850.943359 Penalty: 1683.223267
	Iteration 5Q: 3 clusters Score -24850.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -24868.136719 Penalty: 1683.223267
	Iteration 6Q: 3 clusters Score -24868.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -24870.162109 Penalty: 1683.223267
	Iteration 7Q: 3 clusters Score -24870.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -24872.931641 Penalty: 1683.223267
	Iteration 8Q: 3 clusters Score -24872.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -24872.931641 Penalty: 1683.223267
	Iteration 9F: 3 clusters Score -24872.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Entering Unmasked Estep 
Score: -18713.841797 Penalty: 830.824219
	Iteration 0F: 2 clusters Score -18713.84 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 128 members 
Entering Unmasked Estep 
Score: -18198.921875 Penalty: 1661.648438
	Iteration 0F: 3 clusters Score -18198.92 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -18401.269531 Penalty: 1661.648438
	Iteration 1F: 3 clusters Score -18401.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -18433.673828 Penalty: 1661.648438
	Iteration 2Q: 3 clusters Score -18433.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -18438.705078 Penalty: 1661.648438
	Iteration 3Q: 3 clusters Score -18438.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -18447.550781 Penalty: 1661.648438
	Iteration 4Q: 3 clusters Score -18447.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -18466.914062 Penalty: 1661.648438
	Iteration 5Q: 3 clusters Score -18466.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -18483.250000 Penalty: 1661.648438
	Iteration 6Q: 3 clusters Score -18483.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -18490.408203 Penalty: 1661.648438
	Iteration 7Q: 3 clusters Score -18490.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -18490.408203 Penalty: 1661.648438
	Iteration 8F: 3 clusters Score -18490.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 11853 members 
Mstep: Class 3 contains 1779 members 
Mstep: Class 4 contains 40301 members 
Mstep: Class 5 contains 10090 members 
Mstep: Class 6 contains 38268 members 
Mstep: Class 7 contains 32226 members 
Mstep: Class 8 contains 4034 members 
Mstep: Class 9 contains 7053 members 
Mstep: Class 10 contains 8619 members 
Mstep: Class 11 contains 4843 members 
Mstep: Class 12 contains 21811 members 
Mstep: Class 13 contains 14927 members 
Mstep: Class 14 contains 11395 members 
Mstep: Class 15 contains 1645 members 
Mstep: Class 16 contains 3850 members 
Mstep: Class 17 contains 53050 members 
Mstep: Class 18 contains 36223 members 
Mstep: Class 19 contains 21904 members 
Mstep: Class 20 contains 7041 members 
Mstep: Class 21 contains 19554 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35679 members 
Mstep: Class 25 contains 13830 members 
Mstep: Class 26 contains 5745 members 
Mstep: Class 27 contains 50755 members 
Mstep: Class 28 contains 11101 members 
Mstep: Class 29 contains 65683 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 15149 members 
Mstep: Class 33 contains 1182 members 
Mstep: Class 34 contains 1118 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 63897 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9562 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80991192.000000 Penalty: 81814.242188
Iteration 159Q: 42 clusters Score -8.099119e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 11897 members 
Mstep: Class 3 contains 1779 members 
Mstep: Class 4 contains 40312 members 
Mstep: Class 5 contains 10090 members 
Mstep: Class 6 contains 38274 members 
Mstep: Class 7 contains 32429 members 
Mstep: Class 8 contains 4036 members 
Mstep: Class 9 contains 7048 members 
Mstep: Class 10 contains 8620 members 
Mstep: Class 11 contains 4843 members 
Mstep: Class 12 contains 21823 members 
Mstep: Class 13 contains 14979 members 
Mstep: Class 14 contains 11324 members 
Mstep: Class 15 contains 1645 members 
Mstep: Class 16 contains 3852 members 
Mstep: Class 17 contains 53013 members 
Mstep: Class 18 contains 36336 members 
Mstep: Class 19 contains 21932 members 
Mstep: Class 20 contains 7043 members 
Mstep: Class 21 contains 19611 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35679 members 
Mstep: Class 25 contains 13859 members 
Mstep: Class 26 contains 5746 members 
Mstep: Class 27 contains 50761 members 
Mstep: Class 28 contains 11128 members 
Mstep: Class 29 contains 65717 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 15304 members 
Mstep: Class 33 contains 1182 members 
Mstep: Class 34 contains 1118 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 63906 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9605 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992032.000000 Penalty: 81814.242188
Iteration 160F: 42 clusters Score -8.099203e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 11900 members 
Mstep: Class 3 contains 1779 members 
Mstep: Class 4 contains 40316 members 
Mstep: Class 5 contains 10094 members 
Mstep: Class 6 contains 38277 members 
Mstep: Class 7 contains 32310 members 
Mstep: Class 8 contains 4036 members 
Mstep: Class 9 contains 7049 members 
Mstep: Class 10 contains 8621 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 21809 members 
Mstep: Class 13 contains 14965 members 
Mstep: Class 14 contains 11329 members 
Mstep: Class 15 contains 1645 members 
Mstep: Class 16 contains 3852 members 
Mstep: Class 17 contains 52976 members 
Mstep: Class 18 contains 36327 members 
Mstep: Class 19 contains 21933 members 
Mstep: Class 20 contains 7046 members 
Mstep: Class 21 contains 19599 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35666 members 
Mstep: Class 25 contains 13828 members 
Mstep: Class 26 contains 5746 members 
Mstep: Class 27 contains 50776 members 
Mstep: Class 28 contains 11123 members 
Mstep: Class 29 contains 65757 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 15437 members 
Mstep: Class 33 contains 1181 members 
Mstep: Class 34 contains 1119 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 63867 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9523 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992168.000000 Penalty: 81814.242188
Iteration 161Q: 42 clusters Score -8.099217e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 11907 members 
Mstep: Class 3 contains 1778 members 
Mstep: Class 4 contains 40315 members 
Mstep: Class 5 contains 10096 members 
Mstep: Class 6 contains 38277 members 
Mstep: Class 7 contains 32255 members 
Mstep: Class 8 contains 4036 members 
Mstep: Class 9 contains 7049 members 
Mstep: Class 10 contains 8620 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 21803 members 
Mstep: Class 13 contains 14975 members 
Mstep: Class 14 contains 11334 members 
Mstep: Class 15 contains 1645 members 
Mstep: Class 16 contains 3852 members 
Mstep: Class 17 contains 52942 members 
Mstep: Class 18 contains 36323 members 
Mstep: Class 19 contains 21938 members 
Mstep: Class 20 contains 7051 members 
Mstep: Class 21 contains 19598 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35656 members 
Mstep: Class 25 contains 13811 members 
Mstep: Class 26 contains 5746 members 
Mstep: Class 27 contains 50803 members 
Mstep: Class 28 contains 11123 members 
Mstep: Class 29 contains 65790 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 15559 members 
Mstep: Class 33 contains 1181 members 
Mstep: Class 34 contains 1119 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 63825 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9443 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992128.000000 Penalty: 81814.242188
Iteration 162Q: 42 clusters Score -8.099213e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 11906 members 
Mstep: Class 3 contains 1778 members 
Mstep: Class 4 contains 40317 members 
Mstep: Class 5 contains 10097 members 
Mstep: Class 6 contains 38276 members 
Mstep: Class 7 contains 32217 members 
Mstep: Class 8 contains 4037 members 
Mstep: Class 9 contains 7049 members 
Mstep: Class 10 contains 8620 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 21797 members 
Mstep: Class 13 contains 14975 members 
Mstep: Class 14 contains 11356 members 
Mstep: Class 15 contains 1645 members 
Mstep: Class 16 contains 3853 members 
Mstep: Class 17 contains 52913 members 
Mstep: Class 18 contains 36328 members 
Mstep: Class 19 contains 21940 members 
Mstep: Class 20 contains 7055 members 
Mstep: Class 21 contains 19599 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35650 members 
Mstep: Class 25 contains 13808 members 
Mstep: Class 26 contains 5746 members 
Mstep: Class 27 contains 50841 members 
Mstep: Class 28 contains 11123 members 
Mstep: Class 29 contains 65809 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 15651 members 
Mstep: Class 33 contains 1182 members 
Mstep: Class 34 contains 1120 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 63798 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9362 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992168.000000 Penalty: 81814.242188
Iteration 163Q: 42 clusters Score -8.099217e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 11909 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 40316 members 
Mstep: Class 5 contains 10096 members 
Mstep: Class 6 contains 38273 members 
Mstep: Class 7 contains 32189 members 
Mstep: Class 8 contains 4039 members 
Mstep: Class 9 contains 7049 members 
Mstep: Class 10 contains 8620 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 21790 members 
Mstep: Class 13 contains 14976 members 
Mstep: Class 14 contains 11371 members 
Mstep: Class 15 contains 1645 members 
Mstep: Class 16 contains 3853 members 
Mstep: Class 17 contains 52873 members 
Mstep: Class 18 contains 36328 members 
Mstep: Class 19 contains 21940 members 
Mstep: Class 20 contains 7065 members 
Mstep: Class 21 contains 19601 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35647 members 
Mstep: Class 25 contains 13808 members 
Mstep: Class 26 contains 5746 members 
Mstep: Class 27 contains 50885 members 
Mstep: Class 28 contains 11122 members 
Mstep: Class 29 contains 65844 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 15722 members 
Mstep: Class 33 contains 1182 members 
Mstep: Class 34 contains 1120 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 63757 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9303 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992264.000000 Penalty: 81814.242188
Iteration 164Q: 42 clusters Score -8.099226e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 11911 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 40317 members 
Mstep: Class 5 contains 10096 members 
Mstep: Class 6 contains 38273 members 
Mstep: Class 7 contains 32159 members 
Mstep: Class 8 contains 4041 members 
Mstep: Class 9 contains 7048 members 
Mstep: Class 10 contains 8621 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 21791 members 
Mstep: Class 13 contains 14982 members 
Mstep: Class 14 contains 11392 members 
Mstep: Class 15 contains 1645 members 
Mstep: Class 16 contains 3853 members 
Mstep: Class 17 contains 52843 members 
Mstep: Class 18 contains 36329 members 
Mstep: Class 19 contains 21940 members 
Mstep: Class 20 contains 7073 members 
Mstep: Class 21 contains 19601 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35645 members 
Mstep: Class 25 contains 13811 members 
Mstep: Class 26 contains 5745 members 
Mstep: Class 27 contains 50916 members 
Mstep: Class 28 contains 11115 members 
Mstep: Class 29 contains 65872 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 15782 members 
Mstep: Class 33 contains 1182 members 
Mstep: Class 34 contains 1120 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 63717 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9253 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992304.000000 Penalty: 81814.242188
Iteration 165Q: 42 clusters Score -8.09923e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 11911 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 40316 members 
Mstep: Class 5 contains 10096 members 
Mstep: Class 6 contains 38269 members 
Mstep: Class 7 contains 32118 members 
Mstep: Class 8 contains 4043 members 
Mstep: Class 9 contains 7046 members 
Mstep: Class 10 contains 8621 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 21795 members 
Mstep: Class 13 contains 14981 members 
Mstep: Class 14 contains 11407 members 
Mstep: Class 15 contains 1645 members 
Mstep: Class 16 contains 3853 members 
Mstep: Class 17 contains 52830 members 
Mstep: Class 18 contains 36331 members 
Mstep: Class 19 contains 21939 members 
Mstep: Class 20 contains 7081 members 
Mstep: Class 21 contains 19601 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35644 members 
Mstep: Class 25 contains 13808 members 
Mstep: Class 26 contains 5745 members 
Mstep: Class 27 contains 50947 members 
Mstep: Class 28 contains 11113 members 
Mstep: Class 29 contains 65894 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 15852 members 
Mstep: Class 33 contains 1182 members 
Mstep: Class 34 contains 1120 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 63673 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9216 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992240.000000 Penalty: 81814.242188
Iteration 166Q: 42 clusters Score -8.099224e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 11910 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 40311 members 
Mstep: Class 5 contains 10096 members 
Mstep: Class 6 contains 38264 members 
Mstep: Class 7 contains 32092 members 
Mstep: Class 8 contains 4044 members 
Mstep: Class 9 contains 7044 members 
Mstep: Class 10 contains 8621 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 21795 members 
Mstep: Class 13 contains 14982 members 
Mstep: Class 14 contains 11418 members 
Mstep: Class 15 contains 1646 members 
Mstep: Class 16 contains 3853 members 
Mstep: Class 17 contains 52815 members 
Mstep: Class 18 contains 36331 members 
Mstep: Class 19 contains 21939 members 
Mstep: Class 20 contains 7088 members 
Mstep: Class 21 contains 19599 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35646 members 
Mstep: Class 25 contains 13810 members 
Mstep: Class 26 contains 5745 members 
Mstep: Class 27 contains 50996 members 
Mstep: Class 28 contains 11110 members 
Mstep: Class 29 contains 65912 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 15902 members 
Mstep: Class 33 contains 1182 members 
Mstep: Class 34 contains 1120 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 63625 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9187 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992256.000000 Penalty: 81814.242188
Iteration 167Q: 42 clusters Score -8.099226e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 11911 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 40313 members 
Mstep: Class 5 contains 10097 members 
Mstep: Class 6 contains 38264 members 
Mstep: Class 7 contains 32068 members 
Mstep: Class 8 contains 4046 members 
Mstep: Class 9 contains 7041 members 
Mstep: Class 10 contains 8622 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 21795 members 
Mstep: Class 13 contains 14984 members 
Mstep: Class 14 contains 11431 members 
Mstep: Class 15 contains 1646 members 
Mstep: Class 16 contains 3854 members 
Mstep: Class 17 contains 52813 members 
Mstep: Class 18 contains 36329 members 
Mstep: Class 19 contains 21939 members 
Mstep: Class 20 contains 7095 members 
Mstep: Class 21 contains 19600 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35647 members 
Mstep: Class 25 contains 13810 members 
Mstep: Class 26 contains 5745 members 
Mstep: Class 27 contains 51027 members 
Mstep: Class 28 contains 11109 members 
Mstep: Class 29 contains 65923 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 15930 members 
Mstep: Class 33 contains 1182 members 
Mstep: Class 34 contains 1120 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 63579 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9176 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992160.000000 Penalty: 81814.242188
Iteration 168Q: 42 clusters Score -8.099216e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 11910 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 40309 members 
Mstep: Class 5 contains 10098 members 
Mstep: Class 6 contains 38260 members 
Mstep: Class 7 contains 32053 members 
Mstep: Class 8 contains 4046 members 
Mstep: Class 9 contains 7038 members 
Mstep: Class 10 contains 8623 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 21795 members 
Mstep: Class 13 contains 14985 members 
Mstep: Class 14 contains 11434 members 
Mstep: Class 15 contains 1646 members 
Mstep: Class 16 contains 3855 members 
Mstep: Class 17 contains 52830 members 
Mstep: Class 18 contains 36329 members 
Mstep: Class 19 contains 21939 members 
Mstep: Class 20 contains 7102 members 
Mstep: Class 21 contains 19600 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35648 members 
Mstep: Class 25 contains 13804 members 
Mstep: Class 26 contains 5745 members 
Mstep: Class 27 contains 51048 members 
Mstep: Class 28 contains 11108 members 
Mstep: Class 29 contains 65941 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 15954 members 
Mstep: Class 33 contains 1182 members 
Mstep: Class 34 contains 1120 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 63531 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9172 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992280.000000 Penalty: 81814.242188
Iteration 169Q: 42 clusters Score -8.099228e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 11910 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 40305 members 
Mstep: Class 5 contains 10098 members 
Mstep: Class 6 contains 38261 members 
Mstep: Class 7 contains 32042 members 
Mstep: Class 8 contains 4047 members 
Mstep: Class 9 contains 7035 members 
Mstep: Class 10 contains 8624 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 21795 members 
Mstep: Class 13 contains 14985 members 
Mstep: Class 14 contains 11434 members 
Mstep: Class 15 contains 1647 members 
Mstep: Class 16 contains 3856 members 
Mstep: Class 17 contains 52827 members 
Mstep: Class 18 contains 36329 members 
Mstep: Class 19 contains 21939 members 
Mstep: Class 20 contains 7106 members 
Mstep: Class 21 contains 19600 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35647 members 
Mstep: Class 25 contains 13803 members 
Mstep: Class 26 contains 5746 members 
Mstep: Class 27 contains 51083 members 
Mstep: Class 28 contains 11108 members 
Mstep: Class 29 contains 65963 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 15967 members 
Mstep: Class 33 contains 1182 members 
Mstep: Class 34 contains 1120 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 63480 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9169 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992368.000000 Penalty: 81814.242188
Iteration 170Q: 42 clusters Score -8.099237e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 11909 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 40291 members 
Mstep: Class 5 contains 10098 members 
Mstep: Class 6 contains 38260 members 
Mstep: Class 7 contains 32034 members 
Mstep: Class 8 contains 4049 members 
Mstep: Class 9 contains 7033 members 
Mstep: Class 10 contains 8626 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 21795 members 
Mstep: Class 13 contains 14985 members 
Mstep: Class 14 contains 11433 members 
Mstep: Class 15 contains 1650 members 
Mstep: Class 16 contains 3857 members 
Mstep: Class 17 contains 52811 members 
Mstep: Class 18 contains 36332 members 
Mstep: Class 19 contains 21939 members 
Mstep: Class 20 contains 7112 members 
Mstep: Class 21 contains 19600 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35647 members 
Mstep: Class 25 contains 13803 members 
Mstep: Class 26 contains 5745 members 
Mstep: Class 27 contains 51128 members 
Mstep: Class 28 contains 11109 members 
Mstep: Class 29 contains 65991 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 15979 members 
Mstep: Class 33 contains 1182 members 
Mstep: Class 34 contains 1120 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 63427 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9166 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992496.000000 Penalty: 81814.242188
Iteration 171Q: 42 clusters Score -8.09925e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 11910 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 40291 members 
Mstep: Class 5 contains 10098 members 
Mstep: Class 6 contains 38263 members 
Mstep: Class 7 contains 32026 members 
Mstep: Class 8 contains 4050 members 
Mstep: Class 9 contains 7031 members 
Mstep: Class 10 contains 8627 members 
Mstep: Class 11 contains 4846 members 
Mstep: Class 12 contains 21794 members 
Mstep: Class 13 contains 14985 members 
Mstep: Class 14 contains 11434 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 3858 members 
Mstep: Class 17 contains 52804 members 
Mstep: Class 18 contains 36334 members 
Mstep: Class 19 contains 21939 members 
Mstep: Class 20 contains 7115 members 
Mstep: Class 21 contains 19602 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35647 members 
Mstep: Class 25 contains 13804 members 
Mstep: Class 26 contains 5744 members 
Mstep: Class 27 contains 51147 members 
Mstep: Class 28 contains 11108 members 
Mstep: Class 29 contains 66004 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 15987 members 
Mstep: Class 33 contains 1182 members 
Mstep: Class 34 contains 1120 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 63394 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9161 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992424.000000 Penalty: 81814.242188
Iteration 172Q: 42 clusters Score -8.099242e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 11909 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 40291 members 
Mstep: Class 5 contains 10099 members 
Mstep: Class 6 contains 38262 members 
Mstep: Class 7 contains 32017 members 
Mstep: Class 8 contains 4051 members 
Mstep: Class 9 contains 7029 members 
Mstep: Class 10 contains 8627 members 
Mstep: Class 11 contains 4846 members 
Mstep: Class 12 contains 21794 members 
Mstep: Class 13 contains 14985 members 
Mstep: Class 14 contains 11432 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 3858 members 
Mstep: Class 17 contains 52787 members 
Mstep: Class 18 contains 36337 members 
Mstep: Class 19 contains 21939 members 
Mstep: Class 20 contains 7118 members 
Mstep: Class 21 contains 19603 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35650 members 
Mstep: Class 25 contains 13808 members 
Mstep: Class 26 contains 5743 members 
Mstep: Class 27 contains 51173 members 
Mstep: Class 28 contains 11105 members 
Mstep: Class 29 contains 66025 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 15994 members 
Mstep: Class 33 contains 1182 members 
Mstep: Class 34 contains 1120 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 63357 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9162 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992632.000000 Penalty: 81814.242188
Iteration 173Q: 42 clusters Score -8.099263e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 11909 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 40291 members 
Mstep: Class 5 contains 10099 members 
Mstep: Class 6 contains 38263 members 
Mstep: Class 7 contains 32008 members 
Mstep: Class 8 contains 4052 members 
Mstep: Class 9 contains 7027 members 
Mstep: Class 10 contains 8626 members 
Mstep: Class 11 contains 4846 members 
Mstep: Class 12 contains 21793 members 
Mstep: Class 13 contains 14987 members 
Mstep: Class 14 contains 11433 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 3858 members 
Mstep: Class 17 contains 52759 members 
Mstep: Class 18 contains 36337 members 
Mstep: Class 19 contains 21939 members 
Mstep: Class 20 contains 7128 members 
Mstep: Class 21 contains 19604 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35650 members 
Mstep: Class 25 contains 13812 members 
Mstep: Class 26 contains 5743 members 
Mstep: Class 27 contains 51199 members 
Mstep: Class 28 contains 11106 members 
Mstep: Class 29 contains 66052 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 15995 members 
Mstep: Class 33 contains 1182 members 
Mstep: Class 34 contains 1120 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 63322 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9161 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992408.000000 Penalty: 81814.242188
Iteration 174Q: 42 clusters Score -8.099241e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 11909 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 40292 members 
Mstep: Class 5 contains 10099 members 
Mstep: Class 6 contains 38263 members 
Mstep: Class 7 contains 32001 members 
Mstep: Class 8 contains 4052 members 
Mstep: Class 9 contains 7024 members 
Mstep: Class 10 contains 8625 members 
Mstep: Class 11 contains 4846 members 
Mstep: Class 12 contains 21793 members 
Mstep: Class 13 contains 14988 members 
Mstep: Class 14 contains 11432 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 3859 members 
Mstep: Class 17 contains 52717 members 
Mstep: Class 18 contains 36338 members 
Mstep: Class 19 contains 21940 members 
Mstep: Class 20 contains 7138 members 
Mstep: Class 21 contains 19605 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35648 members 
Mstep: Class 25 contains 13814 members 
Mstep: Class 26 contains 5743 members 
Mstep: Class 27 contains 51239 members 
Mstep: Class 28 contains 11108 members 
Mstep: Class 29 contains 66084 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 15995 members 
Mstep: Class 33 contains 1182 members 
Mstep: Class 34 contains 1120 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 63286 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9160 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992408.000000 Penalty: 81814.242188
Iteration 175Q: 42 clusters Score -8.099241e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 11910 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 40294 members 
Mstep: Class 5 contains 10099 members 
Mstep: Class 6 contains 38266 members 
Mstep: Class 7 contains 31999 members 
Mstep: Class 8 contains 4053 members 
Mstep: Class 9 contains 7021 members 
Mstep: Class 10 contains 8626 members 
Mstep: Class 11 contains 4846 members 
Mstep: Class 12 contains 21793 members 
Mstep: Class 13 contains 14988 members 
Mstep: Class 14 contains 11431 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 3859 members 
Mstep: Class 17 contains 52671 members 
Mstep: Class 18 contains 36339 members 
Mstep: Class 19 contains 21940 members 
Mstep: Class 20 contains 7144 members 
Mstep: Class 21 contains 19605 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35650 members 
Mstep: Class 25 contains 13812 members 
Mstep: Class 26 contains 5743 members 
Mstep: Class 27 contains 51274 members 
Mstep: Class 28 contains 11108 members 
Mstep: Class 29 contains 66122 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 15995 members 
Mstep: Class 33 contains 1182 members 
Mstep: Class 34 contains 1120 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 63250 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9159 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992464.000000 Penalty: 81814.242188
Iteration 176Q: 42 clusters Score -8.099246e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 11910 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 40301 members 
Mstep: Class 5 contains 10099 members 
Mstep: Class 6 contains 38264 members 
Mstep: Class 7 contains 31996 members 
Mstep: Class 8 contains 4055 members 
Mstep: Class 9 contains 7017 members 
Mstep: Class 10 contains 8626 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 21793 members 
Mstep: Class 13 contains 14988 members 
Mstep: Class 14 contains 11432 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 3859 members 
Mstep: Class 17 contains 52617 members 
Mstep: Class 18 contains 36339 members 
Mstep: Class 19 contains 21940 members 
Mstep: Class 20 contains 7150 members 
Mstep: Class 21 contains 19605 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35653 members 
Mstep: Class 25 contains 13812 members 
Mstep: Class 26 contains 5743 members 
Mstep: Class 27 contains 51328 members 
Mstep: Class 28 contains 11108 members 
Mstep: Class 29 contains 66164 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 15996 members 
Mstep: Class 33 contains 1182 members 
Mstep: Class 34 contains 1120 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 63198 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9158 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992600.000000 Penalty: 81814.242188
Iteration 177Q: 42 clusters Score -8.09926e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 11910 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 40305 members 
Mstep: Class 5 contains 10099 members 
Mstep: Class 6 contains 38265 members 
Mstep: Class 7 contains 31998 members 
Mstep: Class 8 contains 4056 members 
Mstep: Class 9 contains 7014 members 
Mstep: Class 10 contains 8627 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 21793 members 
Mstep: Class 13 contains 14989 members 
Mstep: Class 14 contains 11432 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 3860 members 
Mstep: Class 17 contains 52574 members 
Mstep: Class 18 contains 36340 members 
Mstep: Class 19 contains 21940 members 
Mstep: Class 20 contains 7155 members 
Mstep: Class 21 contains 19606 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35654 members 
Mstep: Class 25 contains 13811 members 
Mstep: Class 26 contains 5742 members 
Mstep: Class 27 contains 51368 members 
Mstep: Class 28 contains 11108 members 
Mstep: Class 29 contains 66187 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 15998 members 
Mstep: Class 33 contains 1182 members 
Mstep: Class 34 contains 1120 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 63165 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9154 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992648.000000 Penalty: 81814.242188
Iteration 178Q: 42 clusters Score -8.099265e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 11910 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 40313 members 
Mstep: Class 5 contains 10099 members 
Mstep: Class 6 contains 38267 members 
Mstep: Class 7 contains 31998 members 
Mstep: Class 8 contains 4059 members 
Mstep: Class 9 contains 7009 members 
Mstep: Class 10 contains 8626 members 
Mstep: Class 11 contains 4846 members 
Mstep: Class 12 contains 21794 members 
Mstep: Class 13 contains 14989 members 
Mstep: Class 14 contains 11432 members 
Mstep: Class 15 contains 1650 members 
Mstep: Class 16 contains 3861 members 
Mstep: Class 17 contains 52541 members 
Mstep: Class 18 contains 36339 members 
Mstep: Class 19 contains 21940 members 
Mstep: Class 20 contains 7159 members 
Mstep: Class 21 contains 19604 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35656 members 
Mstep: Class 25 contains 13811 members 
Mstep: Class 26 contains 5741 members 
Mstep: Class 27 contains 51402 members 
Mstep: Class 28 contains 11108 members 
Mstep: Class 29 contains 66208 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16000 members 
Mstep: Class 33 contains 1182 members 
Mstep: Class 34 contains 1120 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 63131 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9154 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992560.000000 Penalty: 81814.242188
Iteration 179Q: 42 clusters Score -8.099256e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 11910 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 40314 members 
Mstep: Class 5 contains 10099 members 
Mstep: Class 6 contains 38263 members 
Mstep: Class 7 contains 31998 members 
Mstep: Class 8 contains 4061 members 
Mstep: Class 9 contains 7007 members 
Mstep: Class 10 contains 8627 members 
Mstep: Class 11 contains 4846 members 
Mstep: Class 12 contains 21794 members 
Mstep: Class 13 contains 14989 members 
Mstep: Class 14 contains 11431 members 
Mstep: Class 15 contains 1650 members 
Mstep: Class 16 contains 3861 members 
Mstep: Class 17 contains 52515 members 
Mstep: Class 18 contains 36339 members 
Mstep: Class 19 contains 21940 members 
Mstep: Class 20 contains 7161 members 
Mstep: Class 21 contains 19601 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35658 members 
Mstep: Class 25 contains 13806 members 
Mstep: Class 26 contains 5741 members 
Mstep: Class 27 contains 51442 members 
Mstep: Class 28 contains 11108 members 
Mstep: Class 29 contains 66239 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16001 members 
Mstep: Class 33 contains 1182 members 
Mstep: Class 34 contains 1120 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 63093 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9154 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992616.000000 Penalty: 81814.242188
Iteration 180F: 42 clusters Score -8.099262e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 11910 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 40312 members 
Mstep: Class 5 contains 10100 members 
Mstep: Class 6 contains 38262 members 
Mstep: Class 7 contains 31996 members 
Mstep: Class 8 contains 4064 members 
Mstep: Class 9 contains 7005 members 
Mstep: Class 10 contains 8627 members 
Mstep: Class 11 contains 4846 members 
Mstep: Class 12 contains 21794 members 
Mstep: Class 13 contains 14989 members 
Mstep: Class 14 contains 11430 members 
Mstep: Class 15 contains 1650 members 
Mstep: Class 16 contains 3862 members 
Mstep: Class 17 contains 52494 members 
Mstep: Class 18 contains 36340 members 
Mstep: Class 19 contains 21940 members 
Mstep: Class 20 contains 7163 members 
Mstep: Class 21 contains 19599 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35657 members 
Mstep: Class 25 contains 13807 members 
Mstep: Class 26 contains 5741 members 
Mstep: Class 27 contains 51474 members 
Mstep: Class 28 contains 11108 members 
Mstep: Class 29 contains 66260 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16005 members 
Mstep: Class 33 contains 1182 members 
Mstep: Class 34 contains 1120 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 63059 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9154 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992648.000000 Penalty: 81814.242188
Iteration 181Q: 42 clusters Score -8.099265e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 11910 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 40310 members 
Mstep: Class 5 contains 10100 members 
Mstep: Class 6 contains 38261 members 
Mstep: Class 7 contains 31993 members 
Mstep: Class 8 contains 4067 members 
Mstep: Class 9 contains 6999 members 
Mstep: Class 10 contains 8628 members 
Mstep: Class 11 contains 4846 members 
Mstep: Class 12 contains 21794 members 
Mstep: Class 13 contains 14989 members 
Mstep: Class 14 contains 11431 members 
Mstep: Class 15 contains 1650 members 
Mstep: Class 16 contains 3864 members 
Mstep: Class 17 contains 52466 members 
Mstep: Class 18 contains 36340 members 
Mstep: Class 19 contains 21940 members 
Mstep: Class 20 contains 7168 members 
Mstep: Class 21 contains 19598 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35658 members 
Mstep: Class 25 contains 13810 members 
Mstep: Class 26 contains 5741 members 
Mstep: Class 27 contains 51498 members 
Mstep: Class 28 contains 11108 members 
Mstep: Class 29 contains 66286 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16011 members 
Mstep: Class 33 contains 1182 members 
Mstep: Class 34 contains 1120 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 63031 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9154 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992776.000000 Penalty: 81814.242188
Iteration 182Q: 42 clusters Score -8.099278e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 11911 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 40312 members 
Mstep: Class 5 contains 10100 members 
Mstep: Class 6 contains 38260 members 
Mstep: Class 7 contains 31990 members 
Mstep: Class 8 contains 4070 members 
Mstep: Class 9 contains 6997 members 
Mstep: Class 10 contains 8625 members 
Mstep: Class 11 contains 4846 members 
Mstep: Class 12 contains 21794 members 
Mstep: Class 13 contains 14989 members 
Mstep: Class 14 contains 11430 members 
Mstep: Class 15 contains 1650 members 
Mstep: Class 16 contains 3866 members 
Mstep: Class 17 contains 52428 members 
Mstep: Class 18 contains 36339 members 
Mstep: Class 19 contains 21940 members 
Mstep: Class 20 contains 7169 members 
Mstep: Class 21 contains 19598 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35655 members 
Mstep: Class 25 contains 13809 members 
Mstep: Class 26 contains 5741 members 
Mstep: Class 27 contains 51539 members 
Mstep: Class 28 contains 11107 members 
Mstep: Class 29 contains 66319 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16015 members 
Mstep: Class 33 contains 1182 members 
Mstep: Class 34 contains 1120 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62999 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9154 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992696.000000 Penalty: 81814.242188
Iteration 183Q: 42 clusters Score -8.09927e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 11911 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 40303 members 
Mstep: Class 5 contains 10100 members 
Mstep: Class 6 contains 38262 members 
Mstep: Class 7 contains 31990 members 
Mstep: Class 8 contains 4071 members 
Mstep: Class 9 contains 6994 members 
Mstep: Class 10 contains 8622 members 
Mstep: Class 11 contains 4846 members 
Mstep: Class 12 contains 21794 members 
Mstep: Class 13 contains 14989 members 
Mstep: Class 14 contains 11430 members 
Mstep: Class 15 contains 1650 members 
Mstep: Class 16 contains 3868 members 
Mstep: Class 17 contains 52404 members 
Mstep: Class 18 contains 36339 members 
Mstep: Class 19 contains 21940 members 
Mstep: Class 20 contains 7169 members 
Mstep: Class 21 contains 19598 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35655 members 
Mstep: Class 25 contains 13806 members 
Mstep: Class 26 contains 5741 members 
Mstep: Class 27 contains 51563 members 
Mstep: Class 28 contains 11107 members 
Mstep: Class 29 contains 66351 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16019 members 
Mstep: Class 33 contains 1182 members 
Mstep: Class 34 contains 1120 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62977 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9152 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992680.000000 Penalty: 81814.242188
Iteration 184Q: 42 clusters Score -8.099268e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 11911 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 40304 members 
Mstep: Class 5 contains 10100 members 
Mstep: Class 6 contains 38262 members 
Mstep: Class 7 contains 31984 members 
Mstep: Class 8 contains 4072 members 
Mstep: Class 9 contains 6990 members 
Mstep: Class 10 contains 8621 members 
Mstep: Class 11 contains 4846 members 
Mstep: Class 12 contains 21794 members 
Mstep: Class 13 contains 14990 members 
Mstep: Class 14 contains 11431 members 
Mstep: Class 15 contains 1650 members 
Mstep: Class 16 contains 3869 members 
Mstep: Class 17 contains 52379 members 
Mstep: Class 18 contains 36339 members 
Mstep: Class 19 contains 21940 members 
Mstep: Class 20 contains 7168 members 
Mstep: Class 21 contains 19599 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35657 members 
Mstep: Class 25 contains 13806 members 
Mstep: Class 26 contains 5741 members 
Mstep: Class 27 contains 51598 members 
Mstep: Class 28 contains 11107 members 
Mstep: Class 29 contains 66381 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16021 members 
Mstep: Class 33 contains 1182 members 
Mstep: Class 34 contains 1120 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62941 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992736.000000 Penalty: 81814.242188
Iteration 185Q: 42 clusters Score -8.099274e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 11911 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 40302 members 
Mstep: Class 5 contains 10100 members 
Mstep: Class 6 contains 38265 members 
Mstep: Class 7 contains 31983 members 
Mstep: Class 8 contains 4073 members 
Mstep: Class 9 contains 6986 members 
Mstep: Class 10 contains 8622 members 
Mstep: Class 11 contains 4846 members 
Mstep: Class 12 contains 21794 members 
Mstep: Class 13 contains 14989 members 
Mstep: Class 14 contains 11431 members 
Mstep: Class 15 contains 1650 members 
Mstep: Class 16 contains 3869 members 
Mstep: Class 17 contains 52351 members 
Mstep: Class 18 contains 36339 members 
Mstep: Class 19 contains 21940 members 
Mstep: Class 20 contains 7167 members 
Mstep: Class 21 contains 19601 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35658 members 
Mstep: Class 25 contains 13808 members 
Mstep: Class 26 contains 5740 members 
Mstep: Class 27 contains 51629 members 
Mstep: Class 28 contains 11107 members 
Mstep: Class 29 contains 66409 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16020 members 
Mstep: Class 33 contains 1182 members 
Mstep: Class 34 contains 1120 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62911 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992720.000000 Penalty: 81814.242188
Iteration 186Q: 42 clusters Score -8.099272e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 11911 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 40293 members 
Mstep: Class 5 contains 10100 members 
Mstep: Class 6 contains 38264 members 
Mstep: Class 7 contains 31981 members 
Mstep: Class 8 contains 4074 members 
Mstep: Class 9 contains 6985 members 
Mstep: Class 10 contains 8623 members 
Mstep: Class 11 contains 4846 members 
Mstep: Class 12 contains 21794 members 
Mstep: Class 13 contains 14989 members 
Mstep: Class 14 contains 11431 members 
Mstep: Class 15 contains 1650 members 
Mstep: Class 16 contains 3869 members 
Mstep: Class 17 contains 52336 members 
Mstep: Class 18 contains 36339 members 
Mstep: Class 19 contains 21940 members 
Mstep: Class 20 contains 7167 members 
Mstep: Class 21 contains 19600 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35659 members 
Mstep: Class 25 contains 13809 members 
Mstep: Class 26 contains 5740 members 
Mstep: Class 27 contains 51657 members 
Mstep: Class 28 contains 11107 members 
Mstep: Class 29 contains 66435 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16020 members 
Mstep: Class 33 contains 1182 members 
Mstep: Class 34 contains 1120 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62880 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992768.000000 Penalty: 81814.242188
Iteration 187Q: 42 clusters Score -8.099277e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 11911 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 40287 members 
Mstep: Class 5 contains 10100 members 
Mstep: Class 6 contains 38263 members 
Mstep: Class 7 contains 31978 members 
Mstep: Class 8 contains 4075 members 
Mstep: Class 9 contains 6984 members 
Mstep: Class 10 contains 8624 members 
Mstep: Class 11 contains 4846 members 
Mstep: Class 12 contains 21794 members 
Mstep: Class 13 contains 14989 members 
Mstep: Class 14 contains 11431 members 
Mstep: Class 15 contains 1650 members 
Mstep: Class 16 contains 3869 members 
Mstep: Class 17 contains 52318 members 
Mstep: Class 18 contains 36339 members 
Mstep: Class 19 contains 21940 members 
Mstep: Class 20 contains 7168 members 
Mstep: Class 21 contains 19601 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35660 members 
Mstep: Class 25 contains 13807 members 
Mstep: Class 26 contains 5740 members 
Mstep: Class 27 contains 51688 members 
Mstep: Class 28 contains 11107 members 
Mstep: Class 29 contains 66457 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16020 members 
Mstep: Class 33 contains 1182 members 
Mstep: Class 34 contains 1120 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62850 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992736.000000 Penalty: 81814.242188
Iteration 188Q: 42 clusters Score -8.099274e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 11911 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 40282 members 
Mstep: Class 5 contains 10100 members 
Mstep: Class 6 contains 38261 members 
Mstep: Class 7 contains 31982 members 
Mstep: Class 8 contains 4077 members 
Mstep: Class 9 contains 6982 members 
Mstep: Class 10 contains 8624 members 
Mstep: Class 11 contains 4846 members 
Mstep: Class 12 contains 21794 members 
Mstep: Class 13 contains 14989 members 
Mstep: Class 14 contains 11431 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 3870 members 
Mstep: Class 17 contains 52308 members 
Mstep: Class 18 contains 36339 members 
Mstep: Class 19 contains 21940 members 
Mstep: Class 20 contains 7168 members 
Mstep: Class 21 contains 19601 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35662 members 
Mstep: Class 25 contains 13805 members 
Mstep: Class 26 contains 5740 members 
Mstep: Class 27 contains 51718 members 
Mstep: Class 28 contains 11107 members 
Mstep: Class 29 contains 66476 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16020 members 
Mstep: Class 33 contains 1182 members 
Mstep: Class 34 contains 1120 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62811 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992672.000000 Penalty: 81814.242188
Iteration 189Q: 42 clusters Score -8.099267e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 11911 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 40277 members 
Mstep: Class 5 contains 10100 members 
Mstep: Class 6 contains 38263 members 
Mstep: Class 7 contains 31982 members 
Mstep: Class 8 contains 4079 members 
Mstep: Class 9 contains 6981 members 
Mstep: Class 10 contains 8624 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 21794 members 
Mstep: Class 13 contains 14989 members 
Mstep: Class 14 contains 11431 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 3871 members 
Mstep: Class 17 contains 52314 members 
Mstep: Class 18 contains 36339 members 
Mstep: Class 19 contains 21940 members 
Mstep: Class 20 contains 7168 members 
Mstep: Class 21 contains 19600 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35660 members 
Mstep: Class 25 contains 13802 members 
Mstep: Class 26 contains 5739 members 
Mstep: Class 27 contains 51741 members 
Mstep: Class 28 contains 11107 members 
Mstep: Class 29 contains 66480 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16020 members 
Mstep: Class 33 contains 1182 members 
Mstep: Class 34 contains 1120 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62785 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992616.000000 Penalty: 81814.242188
Iteration 190Q: 42 clusters Score -8.099262e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 11911 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 40274 members 
Mstep: Class 5 contains 10100 members 
Mstep: Class 6 contains 38270 members 
Mstep: Class 7 contains 31980 members 
Mstep: Class 8 contains 4080 members 
Mstep: Class 9 contains 6978 members 
Mstep: Class 10 contains 8625 members 
Mstep: Class 11 contains 4843 members 
Mstep: Class 12 contains 21794 members 
Mstep: Class 13 contains 14990 members 
Mstep: Class 14 contains 11431 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 3870 members 
Mstep: Class 17 contains 52312 members 
Mstep: Class 18 contains 36339 members 
Mstep: Class 19 contains 21940 members 
Mstep: Class 20 contains 7169 members 
Mstep: Class 21 contains 19600 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35659 members 
Mstep: Class 25 contains 13801 members 
Mstep: Class 26 contains 5739 members 
Mstep: Class 27 contains 51739 members 
Mstep: Class 28 contains 11107 members 
Mstep: Class 29 contains 66490 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16020 members 
Mstep: Class 33 contains 1182 members 
Mstep: Class 34 contains 1120 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62778 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992664.000000 Penalty: 81814.242188
Iteration 191Q: 42 clusters Score -8.099266e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 11912 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 40268 members 
Mstep: Class 5 contains 10100 members 
Mstep: Class 6 contains 38266 members 
Mstep: Class 7 contains 31975 members 
Mstep: Class 8 contains 4083 members 
Mstep: Class 9 contains 6974 members 
Mstep: Class 10 contains 8625 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 21794 members 
Mstep: Class 13 contains 14993 members 
Mstep: Class 14 contains 11431 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 3870 members 
Mstep: Class 17 contains 52317 members 
Mstep: Class 18 contains 36339 members 
Mstep: Class 19 contains 21940 members 
Mstep: Class 20 contains 7170 members 
Mstep: Class 21 contains 19600 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35659 members 
Mstep: Class 25 contains 13800 members 
Mstep: Class 26 contains 5739 members 
Mstep: Class 27 contains 51747 members 
Mstep: Class 28 contains 11107 members 
Mstep: Class 29 contains 66490 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16020 members 
Mstep: Class 33 contains 1182 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62773 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992624.000000 Penalty: 81814.242188
Iteration 192Q: 42 clusters Score -8.099262e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 11912 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 40269 members 
Mstep: Class 5 contains 10100 members 
Mstep: Class 6 contains 38265 members 
Mstep: Class 7 contains 31975 members 
Mstep: Class 8 contains 4086 members 
Mstep: Class 9 contains 6970 members 
Mstep: Class 10 contains 8624 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 21794 members 
Mstep: Class 13 contains 14993 members 
Mstep: Class 14 contains 11431 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 3871 members 
Mstep: Class 17 contains 52306 members 
Mstep: Class 18 contains 36339 members 
Mstep: Class 19 contains 21940 members 
Mstep: Class 20 contains 7170 members 
Mstep: Class 21 contains 19600 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35660 members 
Mstep: Class 25 contains 13798 members 
Mstep: Class 26 contains 5739 members 
Mstep: Class 27 contains 51745 members 
Mstep: Class 28 contains 11107 members 
Mstep: Class 29 contains 66509 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16020 members 
Mstep: Class 33 contains 1182 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62768 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992624.000000 Penalty: 81814.242188
Iteration 193Q: 42 clusters Score -8.099262e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 11912 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 40262 members 
Mstep: Class 5 contains 10100 members 
Mstep: Class 6 contains 38262 members 
Mstep: Class 7 contains 31977 members 
Mstep: Class 8 contains 4089 members 
Mstep: Class 9 contains 6966 members 
Mstep: Class 10 contains 8623 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 21794 members 
Mstep: Class 13 contains 14992 members 
Mstep: Class 14 contains 11431 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 52305 members 
Mstep: Class 18 contains 36339 members 
Mstep: Class 19 contains 21940 members 
Mstep: Class 20 contains 7171 members 
Mstep: Class 21 contains 19600 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35661 members 
Mstep: Class 25 contains 13793 members 
Mstep: Class 26 contains 5741 members 
Mstep: Class 27 contains 51753 members 
Mstep: Class 28 contains 11107 members 
Mstep: Class 29 contains 66522 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16020 members 
Mstep: Class 33 contains 1182 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62759 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992632.000000 Penalty: 81814.242188
Iteration 194Q: 42 clusters Score -8.099263e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 11912 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 40265 members 
Mstep: Class 5 contains 10100 members 
Mstep: Class 6 contains 38259 members 
Mstep: Class 7 contains 31974 members 
Mstep: Class 8 contains 4091 members 
Mstep: Class 9 contains 6961 members 
Mstep: Class 10 contains 8622 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 21794 members 
Mstep: Class 13 contains 14992 members 
Mstep: Class 14 contains 11431 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 52298 members 
Mstep: Class 18 contains 36339 members 
Mstep: Class 19 contains 21940 members 
Mstep: Class 20 contains 7172 members 
Mstep: Class 21 contains 19600 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35662 members 
Mstep: Class 25 contains 13792 members 
Mstep: Class 26 contains 5741 members 
Mstep: Class 27 contains 51756 members 
Mstep: Class 28 contains 11107 members 
Mstep: Class 29 contains 66535 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16020 members 
Mstep: Class 33 contains 1182 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62755 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992672.000000 Penalty: 81814.242188
Iteration 195Q: 42 clusters Score -8.099267e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 11912 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 40261 members 
Mstep: Class 5 contains 10102 members 
Mstep: Class 6 contains 38259 members 
Mstep: Class 7 contains 31973 members 
Mstep: Class 8 contains 4095 members 
Mstep: Class 9 contains 6953 members 
Mstep: Class 10 contains 8623 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 21794 members 
Mstep: Class 13 contains 14992 members 
Mstep: Class 14 contains 11431 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 52298 members 
Mstep: Class 18 contains 36339 members 
Mstep: Class 19 contains 21940 members 
Mstep: Class 20 contains 7173 members 
Mstep: Class 21 contains 19601 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35662 members 
Mstep: Class 25 contains 13792 members 
Mstep: Class 26 contains 5740 members 
Mstep: Class 27 contains 51760 members 
Mstep: Class 28 contains 11107 members 
Mstep: Class 29 contains 66542 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16020 members 
Mstep: Class 33 contains 1182 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62747 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992656.000000 Penalty: 81814.242188
Iteration 196Q: 42 clusters Score -8.099266e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 11912 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 40261 members 
Mstep: Class 5 contains 10101 members 
Mstep: Class 6 contains 38255 members 
Mstep: Class 7 contains 31968 members 
Mstep: Class 8 contains 4100 members 
Mstep: Class 9 contains 6948 members 
Mstep: Class 10 contains 8624 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 21794 members 
Mstep: Class 13 contains 14992 members 
Mstep: Class 14 contains 11432 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 52286 members 
Mstep: Class 18 contains 36340 members 
Mstep: Class 19 contains 21940 members 
Mstep: Class 20 contains 7175 members 
Mstep: Class 21 contains 19602 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35663 members 
Mstep: Class 25 contains 13793 members 
Mstep: Class 26 contains 5740 members 
Mstep: Class 27 contains 51769 members 
Mstep: Class 28 contains 11107 members 
Mstep: Class 29 contains 66552 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16021 members 
Mstep: Class 33 contains 1182 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62740 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992632.000000 Penalty: 81814.242188
Iteration 197Q: 42 clusters Score -8.099263e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1776 members 
Mstep: Class 4 contains 40262 members 
Mstep: Class 5 contains 10102 members 
Mstep: Class 6 contains 38253 members 
Mstep: Class 7 contains 31964 members 
Mstep: Class 8 contains 4102 members 
Mstep: Class 9 contains 6942 members 
Mstep: Class 10 contains 8625 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 21794 members 
Mstep: Class 13 contains 14991 members 
Mstep: Class 14 contains 11432 members 
Mstep: Class 15 contains 1653 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 52273 members 
Mstep: Class 18 contains 36340 members 
Mstep: Class 19 contains 21940 members 
Mstep: Class 20 contains 7176 members 
Mstep: Class 21 contains 19602 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35663 members 
Mstep: Class 25 contains 13794 members 
Mstep: Class 26 contains 5740 members 
Mstep: Class 27 contains 51778 members 
Mstep: Class 28 contains 11107 members 
Mstep: Class 29 contains 66560 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16021 members 
Mstep: Class 33 contains 1182 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62741 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992624.000000 Penalty: 81814.242188
Iteration 198Q: 42 clusters Score -8.099262e+07 nChanged 107
Entering ConstructFrom: 
Score: -80992624.000000 Penalty: 81814.242188
Entering ConstructFrom: 
Trying to split cluster 1 (18634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Entering Unmasked Estep 
Score: -2345937.750000 Penalty: 1463.112183
	Iteration 0F: 2 clusters Score -2345938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -2333763.750000 Penalty: 2926.224365
	Iteration 0F: 3 clusters Score -2333764 nChanged 8202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11032 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 11532 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 12048 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14046 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14351 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14688 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 14790 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -2343970 nChanged 82
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Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15028 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 15154 members 
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Mstep: Class 1 contains 15267 members 
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Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2344076 nChanged 60
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Mstep: Class 1 contains 15325 members 
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Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2344098 nChanged 41
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Mstep: Class 1 contains 15366 members 
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Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2344148 nChanged 49
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	Iteration 33Q: 3 clusters Score -2344164 nChanged 53
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	Iteration 39Q: 3 clusters Score -2344232 nChanged 39
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Mstep: Class 1 contains 15924 members 
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	Iteration 42Q: 3 clusters Score -2344253 nChanged 41
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	Iteration 45Q: 3 clusters Score -2344280 nChanged 33
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	Iteration 48Q: 3 clusters Score -2344299 nChanged 32
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	Iteration 49Q: 3 clusters Score -2344306 nChanged 27
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	Iteration 50Q: 3 clusters Score -2344312 nChanged 37
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	Iteration 58Q: 3 clusters Score -2344389 nChanged 34
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	Iteration 62Q: 3 clusters Score -2344412 nChanged 23
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	Iteration 63Q: 3 clusters Score -2344415 nChanged 17
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	Iteration 64Q: 3 clusters Score -2344416 nChanged 30
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	Iteration 65Q: 3 clusters Score -2344428 nChanged 21
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	Iteration 66Q: 3 clusters Score -2344434 nChanged 24
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	Iteration 67Q: 3 clusters Score -2344438 nChanged 26
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	Iteration 69Q: 3 clusters Score -2344452 nChanged 28
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	Iteration 72Q: 3 clusters Score -2344475 nChanged 32
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	Iteration 75Q: 3 clusters Score -2344502 nChanged 20
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	Iteration 76Q: 3 clusters Score -2344507 nChanged 23
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	Iteration 78Q: 3 clusters Score -2344525 nChanged 30
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	Iteration 79Q: 3 clusters Score -2344535 nChanged 28
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	Iteration 80F: 3 clusters Score -2344539 nChanged 23
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	Iteration 81Q: 3 clusters Score -2344547 nChanged 23
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	Iteration 82Q: 3 clusters Score -2344554 nChanged 16
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	Iteration 83Q: 3 clusters Score -2344559 nChanged 18
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	Iteration 85Q: 3 clusters Score -2344569 nChanged 10
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	Iteration 86Q: 3 clusters Score -2344577 nChanged 11
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	Iteration 87Q: 3 clusters Score -2344575 nChanged 14
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	Iteration 88Q: 3 clusters Score -2344582 nChanged 13
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	Iteration 89Q: 3 clusters Score -2344587 nChanged 10
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	Iteration 91Q: 3 clusters Score -2344595 nChanged 16
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	Iteration 92Q: 3 clusters Score -2344597 nChanged 13
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	Iteration 93Q: 3 clusters Score -2344600 nChanged 16
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	Iteration 94Q: 3 clusters Score -2344614 nChanged 22
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2344626.500000 Penalty: 2926.224365
	Iteration 95Q: 3 clusters Score -2344626 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2344636.000000 Penalty: 2926.224365
	Iteration 96Q: 3 clusters Score -2344636 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2344645.500000 Penalty: 2926.224365
	Iteration 97Q: 3 clusters Score -2344646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2344639.250000 Penalty: 2926.224365
	Iteration 98Q: 3 clusters Score -2344639 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -2344648.500000 Penalty: 2926.224365
	Iteration 99Q: 3 clusters Score -2344648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2344651.750000 Penalty: 2926.224365
	Iteration 100F: 3 clusters Score -2344652 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2344659.500000 Penalty: 2926.224365
	Iteration 101Q: 3 clusters Score -2344660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2344662.000000 Penalty: 2926.224365
	Iteration 102Q: 3 clusters Score -2344662 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2344664.250000 Penalty: 2926.224365
	Iteration 103Q: 3 clusters Score -2344664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2344667.750000 Penalty: 2926.224365
	Iteration 104Q: 3 clusters Score -2344668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2344675.250000 Penalty: 2926.224365
	Iteration 105Q: 3 clusters Score -2344675 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2344678.250000 Penalty: 2926.224365
	Iteration 106Q: 3 clusters Score -2344678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2344681.500000 Penalty: 2926.224365
	Iteration 107Q: 3 clusters Score -2344682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2344683.500000 Penalty: 2926.224365
	Iteration 108Q: 3 clusters Score -2344684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2344689.750000 Penalty: 2926.224365
	Iteration 109Q: 3 clusters Score -2344690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2344690.250000 Penalty: 2926.224365
	Iteration 110Q: 3 clusters Score -2344690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -2344694.000000 Penalty: 2926.224365
	Iteration 111Q: 3 clusters Score -2344694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2344699.000000 Penalty: 2926.224365
	Iteration 112Q: 3 clusters Score -2344699 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2344700.750000 Penalty: 2926.224365
	Iteration 113Q: 3 clusters Score -2344701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -2344701.250000 Penalty: 2926.224365
	Iteration 114Q: 3 clusters Score -2344701 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2344706.000000 Penalty: 2926.224365
	Iteration 115Q: 3 clusters Score -2344706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2344707.250000 Penalty: 2926.224365
	Iteration 116Q: 3 clusters Score -2344707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2344707.500000 Penalty: 2926.224365
	Iteration 117Q: 3 clusters Score -2344708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2344708.500000 Penalty: 2926.224365
	Iteration 118Q: 3 clusters Score -2344708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2344709.250000 Penalty: 2926.224365
	Iteration 119Q: 3 clusters Score -2344709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2344709.250000 Penalty: 2926.224365
	Iteration 120F: 3 clusters Score -2344709 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Entering Unmasked Estep 
Score: -1498074.125000 Penalty: 1396.545410
	Iteration 0F: 2 clusters Score -1498074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1490084.125000 Penalty: 2793.090820
	Iteration 0F: 3 clusters Score -1490084 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1492779.750000 Penalty: 2793.090820
	Iteration 1F: 3 clusters Score -1492780 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1493038.000000 Penalty: 2793.090820
	Iteration 2F: 3 clusters Score -1493038 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1493199.375000 Penalty: 2793.090820
	Iteration 3Q: 3 clusters Score -1493199 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1493327.375000 Penalty: 2793.090820
	Iteration 4Q: 3 clusters Score -1493327 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1493440.125000 Penalty: 2793.090820
	Iteration 5Q: 3 clusters Score -1493440 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1493513.125000 Penalty: 2793.090820
	Iteration 6Q: 3 clusters Score -1493513 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1493588.000000 Penalty: 2793.090820
	Iteration 7Q: 3 clusters Score -1493588 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1493649.125000 Penalty: 2793.090820
	Iteration 8Q: 3 clusters Score -1493649 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1493706.750000 Penalty: 2793.090820
	Iteration 9Q: 3 clusters Score -1493707 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1493753.750000 Penalty: 2793.090820
	Iteration 10Q: 3 clusters Score -1493754 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1493803.375000 Penalty: 2793.090820
	Iteration 11Q: 3 clusters Score -1493803 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1493869.875000 Penalty: 2793.090820
	Iteration 12Q: 3 clusters Score -1493870 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1493943.625000 Penalty: 2793.090820
	Iteration 13Q: 3 clusters Score -1493944 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1494037.750000 Penalty: 2793.090820
	Iteration 14Q: 3 clusters Score -1494038 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1494138.875000 Penalty: 2793.090820
	Iteration 15Q: 3 clusters Score -1494139 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1494246.875000 Penalty: 2793.090820
	Iteration 16Q: 3 clusters Score -1494247 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1494373.375000 Penalty: 2793.090820
	Iteration 17Q: 3 clusters Score -1494373 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1494537.500000 Penalty: 2793.090820
	Iteration 18Q: 3 clusters Score -1494538 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1494748.125000 Penalty: 2793.090820
	Iteration 19Q: 3 clusters Score -1494748 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1494999.125000 Penalty: 2793.090820
	Iteration 20F: 3 clusters Score -1494999 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1495291.625000 Penalty: 2793.090820
	Iteration 21Q: 3 clusters Score -1495292 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1495610.375000 Penalty: 2793.090820
	Iteration 22Q: 3 clusters Score -1495610 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1495928.125000 Penalty: 2793.090820
	Iteration 23Q: 3 clusters Score -1495928 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1496176.000000 Penalty: 2793.090820
	Iteration 24Q: 3 clusters Score -1496176 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1496396.875000 Penalty: 2793.090820
	Iteration 25Q: 3 clusters Score -1496397 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1496573.875000 Penalty: 2793.090820
	Iteration 26Q: 3 clusters Score -1496574 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1496684.875000 Penalty: 2793.090820
	Iteration 27Q: 3 clusters Score -1496685 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1496760.500000 Penalty: 2793.090820
	Iteration 28Q: 3 clusters Score -1496760 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1496822.000000 Penalty: 2793.090820
	Iteration 29Q: 3 clusters Score -1496822 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1496856.625000 Penalty: 2793.090820
	Iteration 30Q: 3 clusters Score -1496857 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1496877.500000 Penalty: 2793.090820
	Iteration 31Q: 3 clusters Score -1496878 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1496898.625000 Penalty: 2793.090820
	Iteration 32Q: 3 clusters Score -1496899 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1496911.375000 Penalty: 2793.090820
	Iteration 33Q: 3 clusters Score -1496911 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1496927.625000 Penalty: 2793.090820
	Iteration 34Q: 3 clusters Score -1496928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1496937.250000 Penalty: 2793.090820
	Iteration 35Q: 3 clusters Score -1496937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1496945.250000 Penalty: 2793.090820
	Iteration 36Q: 3 clusters Score -1496945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1496952.625000 Penalty: 2793.090820
	Iteration 37Q: 3 clusters Score -1496953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1496956.375000 Penalty: 2793.090820
	Iteration 38Q: 3 clusters Score -1496956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1496956.375000 Penalty: 2793.090820
	Iteration 39F: 3 clusters Score -1496956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Entering Unmasked Estep 
Score: -218208.000000 Penalty: 1113.171631
	Iteration 0F: 2 clusters Score -218208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -216451.406250 Penalty: 2226.343262
	Iteration 0F: 3 clusters Score -216451.4 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -216829.281250 Penalty: 2226.343262
	Iteration 1F: 3 clusters Score -216829.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -216927.078125 Penalty: 2226.343262
	Iteration 2F: 3 clusters Score -216927.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -216984.937500 Penalty: 2226.343262
	Iteration 3Q: 3 clusters Score -216984.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -217011.078125 Penalty: 2226.343262
	Iteration 4Q: 3 clusters Score -217011.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -217047.984375 Penalty: 2226.343262
	Iteration 5Q: 3 clusters Score -217048 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -217077.156250 Penalty: 2226.343262
	Iteration 6Q: 3 clusters Score -217077.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -217092.671875 Penalty: 2226.343262
	Iteration 7Q: 3 clusters Score -217092.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -217101.390625 Penalty: 2226.343262
	Iteration 8Q: 3 clusters Score -217101.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -217115.125000 Penalty: 2226.343262
	Iteration 9Q: 3 clusters Score -217115.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -217128.296875 Penalty: 2226.343262
	Iteration 10Q: 3 clusters Score -217128.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -217138.343750 Penalty: 2226.343262
	Iteration 11Q: 3 clusters Score -217138.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -217141.906250 Penalty: 2226.343262
	Iteration 12Q: 3 clusters Score -217141.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -217146.593750 Penalty: 2226.343262
	Iteration 13Q: 3 clusters Score -217146.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -217148.140625 Penalty: 2226.343262
	Iteration 14Q: 3 clusters Score -217148.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -217149.203125 Penalty: 2226.343262
	Iteration 15Q: 3 clusters Score -217149.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -217149.406250 Penalty: 2226.343262
	Iteration 16Q: 3 clusters Score -217149.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -217149.812500 Penalty: 2226.343262
	Iteration 17Q: 3 clusters Score -217149.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -217149.812500 Penalty: 2226.343262
	Iteration 18F: 3 clusters Score -217149.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (40265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40265 members 
Entering Unmasked Estep 
Score: -4904490.000000 Penalty: 1577.761841
	Iteration 0F: 2 clusters Score -4904490 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -4878313.500000 Penalty: 3155.523682
	Iteration 0F: 3 clusters Score -4878314 nChanged 18393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -4888531.500000 Penalty: 3155.523682
	Iteration 1F: 3 clusters Score -4888532 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22439 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -4889338.000000 Penalty: 3155.523682
	Iteration 2Q: 3 clusters Score -4889338 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -4890292.500000 Penalty: 3155.523682
	Iteration 3F: 3 clusters Score -4890292 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25148 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -4891416.500000 Penalty: 3155.523682
	Iteration 4F: 3 clusters Score -4891416 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27078 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -4892835.000000 Penalty: 3155.523682
	Iteration 5F: 3 clusters Score -4892835 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29257 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -4894558.500000 Penalty: 3155.523682
	Iteration 6F: 3 clusters Score -4894558 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31554 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -4896434.000000 Penalty: 3155.523682
	Iteration 7F: 3 clusters Score -4896434 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33764 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -4898359.000000 Penalty: 3155.523682
	Iteration 8F: 3 clusters Score -4898359 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35661 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -4899957.000000 Penalty: 3155.523682
	Iteration 9Q: 3 clusters Score -4899957 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37088 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -4901135.500000 Penalty: 3155.523682
	Iteration 10Q: 3 clusters Score -4901136 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38054 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -4901900.000000 Penalty: 3155.523682
	Iteration 11Q: 3 clusters Score -4901900 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38690 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -4902443.500000 Penalty: 3155.523682
	Iteration 12Q: 3 clusters Score -4902444 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39081 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -4902773.500000 Penalty: 3155.523682
	Iteration 13Q: 3 clusters Score -4902774 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39314 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -4902957.000000 Penalty: 3155.523682
	Iteration 14Q: 3 clusters Score -4902957 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39452 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -4903045.000000 Penalty: 3155.523682
	Iteration 15Q: 3 clusters Score -4903045 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39536 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -4903106.000000 Penalty: 3155.523682
	Iteration 16Q: 3 clusters Score -4903106 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39598 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -4903146.000000 Penalty: 3155.523682
	Iteration 17Q: 3 clusters Score -4903146 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39641 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -4903179.000000 Penalty: 3155.523682
	Iteration 18Q: 3 clusters Score -4903179 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39669 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -4903222.000000 Penalty: 3155.523682
	Iteration 19Q: 3 clusters Score -4903222 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39683 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -4903236.500000 Penalty: 3155.523682
	Iteration 20F: 3 clusters Score -4903236 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39694 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -4903246.500000 Penalty: 3155.523682
	Iteration 21Q: 3 clusters Score -4903246 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39703 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -4903254.500000 Penalty: 3155.523682
	Iteration 22Q: 3 clusters Score -4903254 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39713 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -4903264.500000 Penalty: 3155.523682
	Iteration 23Q: 3 clusters Score -4903264 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39716 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -4903285.000000 Penalty: 3155.523682
	Iteration 24Q: 3 clusters Score -4903285 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39729 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -4903296.000000 Penalty: 3155.523682
	Iteration 25Q: 3 clusters Score -4903296 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39738 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -4903311.000000 Penalty: 3155.523682
	Iteration 26Q: 3 clusters Score -4903311 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39741 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -4903312.500000 Penalty: 3155.523682
	Iteration 27Q: 3 clusters Score -4903312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39744 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -4903314.500000 Penalty: 3155.523682
	Iteration 28Q: 3 clusters Score -4903314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39747 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -4903316.500000 Penalty: 3155.523682
	Iteration 29Q: 3 clusters Score -4903316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39746 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -4903320.500000 Penalty: 3155.523682
	Iteration 30Q: 3 clusters Score -4903320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39748 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -4903328.000000 Penalty: 3155.523682
	Iteration 31Q: 3 clusters Score -4903328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39751 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -4903332.000000 Penalty: 3155.523682
	Iteration 32Q: 3 clusters Score -4903332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39755 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -4903330.500000 Penalty: 3155.523682
	Iteration 33Q: 3 clusters Score -4903330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39754 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -4903330.000000 Penalty: 3155.523682
	Iteration 34Q: 3 clusters Score -4903330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39754 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -4903330.000000 Penalty: 3155.523682
	Iteration 35F: 3 clusters Score -4903330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Entering Unmasked Estep 
Score: -1215232.000000 Penalty: 1372.023438
	Iteration 0F: 2 clusters Score -1215232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1208443.125000 Penalty: 2744.046875
	Iteration 0F: 3 clusters Score -1208443 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1210697.125000 Penalty: 2744.046875
	Iteration 1F: 3 clusters Score -1210697 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1211106.000000 Penalty: 2744.046875
	Iteration 2F: 3 clusters Score -1211106 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1211476.375000 Penalty: 2744.046875
	Iteration 3F: 3 clusters Score -1211476 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1211808.000000 Penalty: 2744.046875
	Iteration 4F: 3 clusters Score -1211808 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1212115.625000 Penalty: 2744.046875
	Iteration 5F: 3 clusters Score -1212116 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1212367.375000 Penalty: 2744.046875
	Iteration 6Q: 3 clusters Score -1212367 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1212590.125000 Penalty: 2744.046875
	Iteration 7Q: 3 clusters Score -1212590 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1212824.250000 Penalty: 2744.046875
	Iteration 8Q: 3 clusters Score -1212824 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1213015.000000 Penalty: 2744.046875
	Iteration 9Q: 3 clusters Score -1213015 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1213139.750000 Penalty: 2744.046875
	Iteration 10Q: 3 clusters Score -1213140 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1213267.875000 Penalty: 2744.046875
	Iteration 11Q: 3 clusters Score -1213268 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1213399.875000 Penalty: 2744.046875
	Iteration 12Q: 3 clusters Score -1213400 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1213519.875000 Penalty: 2744.046875
	Iteration 13Q: 3 clusters Score -1213520 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1213663.875000 Penalty: 2744.046875
	Iteration 14Q: 3 clusters Score -1213664 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1213804.000000 Penalty: 2744.046875
	Iteration 15Q: 3 clusters Score -1213804 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1213933.625000 Penalty: 2744.046875
	Iteration 16Q: 3 clusters Score -1213934 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1214040.250000 Penalty: 2744.046875
	Iteration 17Q: 3 clusters Score -1214040 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1214147.500000 Penalty: 2744.046875
	Iteration 18Q: 3 clusters Score -1214148 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1214259.875000 Penalty: 2744.046875
	Iteration 19Q: 3 clusters Score -1214260 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1214351.375000 Penalty: 2744.046875
	Iteration 20F: 3 clusters Score -1214351 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1214425.625000 Penalty: 2744.046875
	Iteration 21Q: 3 clusters Score -1214426 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1214484.000000 Penalty: 2744.046875
	Iteration 22Q: 3 clusters Score -1214484 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1214533.250000 Penalty: 2744.046875
	Iteration 23Q: 3 clusters Score -1214533 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1214549.750000 Penalty: 2744.046875
	Iteration 24Q: 3 clusters Score -1214550 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1214568.125000 Penalty: 2744.046875
	Iteration 25Q: 3 clusters Score -1214568 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1214586.000000 Penalty: 2744.046875
	Iteration 26Q: 3 clusters Score -1214586 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1214601.875000 Penalty: 2744.046875
	Iteration 27Q: 3 clusters Score -1214602 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1214611.125000 Penalty: 2744.046875
	Iteration 28Q: 3 clusters Score -1214611 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1214613.375000 Penalty: 2744.046875
	Iteration 29Q: 3 clusters Score -1214613 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1214621.750000 Penalty: 2744.046875
	Iteration 30Q: 3 clusters Score -1214622 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1214628.000000 Penalty: 2744.046875
	Iteration 31Q: 3 clusters Score -1214628 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1214640.625000 Penalty: 2744.046875
	Iteration 32Q: 3 clusters Score -1214641 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1214653.625000 Penalty: 2744.046875
	Iteration 33Q: 3 clusters Score -1214654 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1214658.875000 Penalty: 2744.046875
	Iteration 34Q: 3 clusters Score -1214659 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1214663.875000 Penalty: 2744.046875
	Iteration 35Q: 3 clusters Score -1214664 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1214669.875000 Penalty: 2744.046875
	Iteration 36Q: 3 clusters Score -1214670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1214674.125000 Penalty: 2744.046875
	Iteration 37Q: 3 clusters Score -1214674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1214673.500000 Penalty: 2744.046875
	Iteration 38Q: 3 clusters Score -1214674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1214679.625000 Penalty: 2744.046875
	Iteration 39Q: 3 clusters Score -1214680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1214687.375000 Penalty: 2744.046875
	Iteration 40F: 3 clusters Score -1214687 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1214689.125000 Penalty: 2744.046875
	Iteration 41Q: 3 clusters Score -1214689 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1214689.625000 Penalty: 2744.046875
	Iteration 42Q: 3 clusters Score -1214690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1214690.000000 Penalty: 2744.046875
	Iteration 43Q: 3 clusters Score -1214690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1214690.750000 Penalty: 2744.046875
	Iteration 44Q: 3 clusters Score -1214691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1214692.250000 Penalty: 2744.046875
	Iteration 45Q: 3 clusters Score -1214692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1214695.500000 Penalty: 2744.046875
	Iteration 46Q: 3 clusters Score -1214696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1214697.250000 Penalty: 2744.046875
	Iteration 47Q: 3 clusters Score -1214697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1214699.625000 Penalty: 2744.046875
	Iteration 48Q: 3 clusters Score -1214700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1214701.750000 Penalty: 2744.046875
	Iteration 49Q: 3 clusters Score -1214702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1214701.750000 Penalty: 2744.046875
	Iteration 50F: 3 clusters Score -1214702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (38251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38251 members 
Entering Unmasked Estep 
Score: -4711342.000000 Penalty: 1570.126465
	Iteration 0F: 2 clusters Score -4711342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -4686524.500000 Penalty: 3140.252930
	Iteration 0F: 3 clusters Score -4686524 nChanged 17470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -4696339.500000 Penalty: 3140.252930
	Iteration 1F: 3 clusters Score -4696340 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20845 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -4697105.500000 Penalty: 3140.252930
	Iteration 2F: 3 clusters Score -4697106 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21798 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -4697875.000000 Penalty: 3140.252930
	Iteration 3Q: 3 clusters Score -4697875 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -4698961.000000 Penalty: 3140.252930
	Iteration 4F: 3 clusters Score -4698961 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24646 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -4700232.500000 Penalty: 3140.252930
	Iteration 5F: 3 clusters Score -4700232 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26508 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -4701752.500000 Penalty: 3140.252930
	Iteration 6F: 3 clusters Score -4701752 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28487 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -4703460.000000 Penalty: 3140.252930
	Iteration 7F: 3 clusters Score -4703460 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30376 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -4705092.000000 Penalty: 3140.252930
	Iteration 8F: 3 clusters Score -4705092 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32016 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -4706518.500000 Penalty: 3140.252930
	Iteration 9Q: 3 clusters Score -4706518 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33299 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -4707630.000000 Penalty: 3140.252930
	Iteration 10Q: 3 clusters Score -4707630 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34228 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -4708427.500000 Penalty: 3140.252930
	Iteration 11Q: 3 clusters Score -4708428 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34838 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -4708907.000000 Penalty: 3140.252930
	Iteration 12Q: 3 clusters Score -4708907 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35265 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -4709227.000000 Penalty: 3140.252930
	Iteration 13Q: 3 clusters Score -4709227 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35561 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -4709424.500000 Penalty: 3140.252930
	Iteration 14Q: 3 clusters Score -4709424 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35807 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -4709583.000000 Penalty: 3140.252930
	Iteration 15Q: 3 clusters Score -4709583 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36000 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -4709704.500000 Penalty: 3140.252930
	Iteration 16Q: 3 clusters Score -4709704 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36164 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -4709782.000000 Penalty: 3140.252930
	Iteration 17Q: 3 clusters Score -4709782 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36289 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -4709838.000000 Penalty: 3140.252930
	Iteration 18Q: 3 clusters Score -4709838 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36400 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -4709905.000000 Penalty: 3140.252930
	Iteration 19Q: 3 clusters Score -4709905 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36502 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -4709938.000000 Penalty: 3140.252930
	Iteration 20F: 3 clusters Score -4709938 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36587 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -4709991.500000 Penalty: 3140.252930
	Iteration 21Q: 3 clusters Score -4709992 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36671 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -4710025.000000 Penalty: 3140.252930
	Iteration 22Q: 3 clusters Score -4710025 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36730 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -4710058.500000 Penalty: 3140.252930
	Iteration 23Q: 3 clusters Score -4710058 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36784 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -4710073.000000 Penalty: 3140.252930
	Iteration 24Q: 3 clusters Score -4710073 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36841 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -4710099.000000 Penalty: 3140.252930
	Iteration 25Q: 3 clusters Score -4710099 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36893 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -4710110.500000 Penalty: 3140.252930
	Iteration 26Q: 3 clusters Score -4710110 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36940 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -4710128.000000 Penalty: 3140.252930
	Iteration 27Q: 3 clusters Score -4710128 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36975 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -4710139.000000 Penalty: 3140.252930
	Iteration 28Q: 3 clusters Score -4710139 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37014 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -4710154.000000 Penalty: 3140.252930
	Iteration 29Q: 3 clusters Score -4710154 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37041 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -4710153.000000 Penalty: 3140.252930
	Iteration 30Q: 3 clusters Score -4710153 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37071 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -4710166.500000 Penalty: 3140.252930
	Iteration 31Q: 3 clusters Score -4710166 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37091 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -4710173.500000 Penalty: 3140.252930
	Iteration 32Q: 3 clusters Score -4710174 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37113 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -4710174.000000 Penalty: 3140.252930
	Iteration 33Q: 3 clusters Score -4710174 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37143 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -4710194.000000 Penalty: 3140.252930
	Iteration 34Q: 3 clusters Score -4710194 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37166 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -4710204.500000 Penalty: 3140.252930
	Iteration 35Q: 3 clusters Score -4710204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37175 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -4710204.000000 Penalty: 3140.252930
	Iteration 36Q: 3 clusters Score -4710204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37180 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -4710210.500000 Penalty: 3140.252930
	Iteration 37Q: 3 clusters Score -4710210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37186 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -4710203.500000 Penalty: 3140.252930
	Iteration 38Q: 3 clusters Score -4710204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37195 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -4710208.500000 Penalty: 3140.252930
	Iteration 39Q: 3 clusters Score -4710208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37207 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -4710217.500000 Penalty: 3140.252930
	Iteration 40F: 3 clusters Score -4710218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37218 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -4710222.500000 Penalty: 3140.252930
	Iteration 41Q: 3 clusters Score -4710222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37225 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -4710224.000000 Penalty: 3140.252930
	Iteration 42Q: 3 clusters Score -4710224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37229 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -4710231.500000 Penalty: 3140.252930
	Iteration 43Q: 3 clusters Score -4710232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37236 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -4710232.500000 Penalty: 3140.252930
	Iteration 44Q: 3 clusters Score -4710232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37240 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -4710242.500000 Penalty: 3140.252930
	Iteration 45Q: 3 clusters Score -4710242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37245 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -4710242.000000 Penalty: 3140.252930
	Iteration 46Q: 3 clusters Score -4710242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37251 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -4710245.000000 Penalty: 3140.252930
	Iteration 47Q: 3 clusters Score -4710245 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37262 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -4710256.500000 Penalty: 3140.252930
	Iteration 48Q: 3 clusters Score -4710256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37268 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -4710252.000000 Penalty: 3140.252930
	Iteration 49Q: 3 clusters Score -4710252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37275 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -4710258.500000 Penalty: 3140.252930
	Iteration 50Q: 3 clusters Score -4710258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37277 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -4710257.500000 Penalty: 3140.252930
	Iteration 51Q: 3 clusters Score -4710258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37278 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -4710259.500000 Penalty: 3140.252930
	Iteration 52Q: 3 clusters Score -4710260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37279 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -4710258.500000 Penalty: 3140.252930
	Iteration 53Q: 3 clusters Score -4710258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37279 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -4710258.500000 Penalty: 3140.252930
	Iteration 54F: 3 clusters Score -4710258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (31963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31963 members 
Entering Unmasked Estep 
Score: -3735780.250000 Penalty: 1543.403442
	Iteration 0F: 2 clusters Score -3735780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -3714888.000000 Penalty: 3086.806885
	Iteration 0F: 3 clusters Score -3714888 nChanged 14622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -3722849.500000 Penalty: 3086.806885
	Iteration 1F: 3 clusters Score -3722850 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -3723321.500000 Penalty: 3086.806885
	Iteration 2Q: 3 clusters Score -3723322 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -3723731.000000 Penalty: 3086.806885
	Iteration 3Q: 3 clusters Score -3723731 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -3724135.250000 Penalty: 3086.806885
	Iteration 4Q: 3 clusters Score -3724135 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -3724640.500000 Penalty: 3086.806885
	Iteration 5Q: 3 clusters Score -3724640 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -3725120.500000 Penalty: 3086.806885
	Iteration 6Q: 3 clusters Score -3725120 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -3725764.500000 Penalty: 3086.806885
	Iteration 7Q: 3 clusters Score -3725764 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -3726522.750000 Penalty: 3086.806885
	Iteration 8Q: 3 clusters Score -3726523 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -3727428.500000 Penalty: 3086.806885
	Iteration 9Q: 3 clusters Score -3727428 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -3728288.000000 Penalty: 3086.806885
	Iteration 10Q: 3 clusters Score -3728288 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -3729186.500000 Penalty: 3086.806885
	Iteration 11Q: 3 clusters Score -3729186 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -3730152.000000 Penalty: 3086.806885
	Iteration 12Q: 3 clusters Score -3730152 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22942 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -3730995.250000 Penalty: 3086.806885
	Iteration 13Q: 3 clusters Score -3730995 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24071 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -3731749.000000 Penalty: 3086.806885
	Iteration 14Q: 3 clusters Score -3731749 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25177 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -3732447.250000 Penalty: 3086.806885
	Iteration 15Q: 3 clusters Score -3732447 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26183 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -3733031.750000 Penalty: 3086.806885
	Iteration 16Q: 3 clusters Score -3733032 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27078 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -3733549.500000 Penalty: 3086.806885
	Iteration 17Q: 3 clusters Score -3733550 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27817 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -3733922.750000 Penalty: 3086.806885
	Iteration 18Q: 3 clusters Score -3733923 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28443 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -3734259.750000 Penalty: 3086.806885
	Iteration 19Q: 3 clusters Score -3734260 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28954 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -3734535.750000 Penalty: 3086.806885
	Iteration 20F: 3 clusters Score -3734536 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29383 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -3734758.750000 Penalty: 3086.806885
	Iteration 21Q: 3 clusters Score -3734759 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29722 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -3734937.000000 Penalty: 3086.806885
	Iteration 22Q: 3 clusters Score -3734937 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29982 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -3735071.000000 Penalty: 3086.806885
	Iteration 23Q: 3 clusters Score -3735071 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30166 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -3735164.000000 Penalty: 3086.806885
	Iteration 24Q: 3 clusters Score -3735164 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30294 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -3735222.500000 Penalty: 3086.806885
	Iteration 25Q: 3 clusters Score -3735222 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30396 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -3735295.750000 Penalty: 3086.806885
	Iteration 26Q: 3 clusters Score -3735296 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30468 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -3735384.750000 Penalty: 3086.806885
	Iteration 27Q: 3 clusters Score -3735385 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30527 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -3735508.000000 Penalty: 3086.806885
	Iteration 28Q: 3 clusters Score -3735508 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30554 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -3735565.500000 Penalty: 3086.806885
	Iteration 29Q: 3 clusters Score -3735566 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30574 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -3735588.250000 Penalty: 3086.806885
	Iteration 30Q: 3 clusters Score -3735588 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30588 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -3735604.250000 Penalty: 3086.806885
	Iteration 31Q: 3 clusters Score -3735604 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30592 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -3735610.250000 Penalty: 3086.806885
	Iteration 32Q: 3 clusters Score -3735610 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30599 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -3735609.500000 Penalty: 3086.806885
	Iteration 33Q: 3 clusters Score -3735610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30602 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -3735609.000000 Penalty: 3086.806885
	Iteration 34Q: 3 clusters Score -3735609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30601 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -3735611.500000 Penalty: 3086.806885
	Iteration 35Q: 3 clusters Score -3735612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30605 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -3735611.000000 Penalty: 3086.806885
	Iteration 36Q: 3 clusters Score -3735611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30605 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -3735613.250000 Penalty: 3086.806885
	Iteration 37Q: 3 clusters Score -3735613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30605 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -3735613.250000 Penalty: 3086.806885
	Iteration 38F: 3 clusters Score -3735613 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Entering Unmasked Estep 
Score: -478768.625000 Penalty: 1238.082642
	Iteration 0F: 2 clusters Score -478768.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -475541.968750 Penalty: 2476.165283
	Iteration 0F: 3 clusters Score -475542 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -476423.000000 Penalty: 2476.165283
	Iteration 1F: 3 clusters Score -476423 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -476649.500000 Penalty: 2476.165283
	Iteration 2F: 3 clusters Score -476649.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -476805.875000 Penalty: 2476.165283
	Iteration 3F: 3 clusters Score -476805.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -476916.906250 Penalty: 2476.165283
	Iteration 4Q: 3 clusters Score -476916.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -476999.562500 Penalty: 2476.165283
	Iteration 5Q: 3 clusters Score -476999.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -477084.406250 Penalty: 2476.165283
	Iteration 6Q: 3 clusters Score -477084.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -477150.625000 Penalty: 2476.165283
	Iteration 7Q: 3 clusters Score -477150.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -477212.812500 Penalty: 2476.165283
	Iteration 8Q: 3 clusters Score -477212.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -477268.687500 Penalty: 2476.165283
	Iteration 9Q: 3 clusters Score -477268.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -477326.375000 Penalty: 2476.165283
	Iteration 10Q: 3 clusters Score -477326.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -477376.875000 Penalty: 2476.165283
	Iteration 11Q: 3 clusters Score -477376.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -477423.687500 Penalty: 2476.165283
	Iteration 12Q: 3 clusters Score -477423.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -477467.250000 Penalty: 2476.165283
	Iteration 13Q: 3 clusters Score -477467.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -477526.531250 Penalty: 2476.165283
	Iteration 14Q: 3 clusters Score -477526.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -477598.656250 Penalty: 2476.165283
	Iteration 15Q: 3 clusters Score -477598.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -477670.187500 Penalty: 2476.165283
	Iteration 16Q: 3 clusters Score -477670.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -477733.406250 Penalty: 2476.165283
	Iteration 17Q: 3 clusters Score -477733.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -477806.937500 Penalty: 2476.165283
	Iteration 18Q: 3 clusters Score -477806.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -477878.156250 Penalty: 2476.165283
	Iteration 19Q: 3 clusters Score -477878.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -477951.406250 Penalty: 2476.165283
	Iteration 20F: 3 clusters Score -477951.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -478013.218750 Penalty: 2476.165283
	Iteration 21Q: 3 clusters Score -478013.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -478075.718750 Penalty: 2476.165283
	Iteration 22Q: 3 clusters Score -478075.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -478127.093750 Penalty: 2476.165283
	Iteration 23Q: 3 clusters Score -478127.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -478170.812500 Penalty: 2476.165283
	Iteration 24Q: 3 clusters Score -478170.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -478197.375000 Penalty: 2476.165283
	Iteration 25Q: 3 clusters Score -478197.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -478222.937500 Penalty: 2476.165283
	Iteration 26Q: 3 clusters Score -478222.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -478241.781250 Penalty: 2476.165283
	Iteration 27Q: 3 clusters Score -478241.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -478254.250000 Penalty: 2476.165283
	Iteration 28Q: 3 clusters Score -478254.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -478263.625000 Penalty: 2476.165283
	Iteration 29Q: 3 clusters Score -478263.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -478272.562500 Penalty: 2476.165283
	Iteration 30Q: 3 clusters Score -478272.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -478280.562500 Penalty: 2476.165283
	Iteration 31Q: 3 clusters Score -478280.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -478291.843750 Penalty: 2476.165283
	Iteration 32Q: 3 clusters Score -478291.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -478305.281250 Penalty: 2476.165283
	Iteration 33Q: 3 clusters Score -478305.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -478312.562500 Penalty: 2476.165283
	Iteration 34Q: 3 clusters Score -478312.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -478320.468750 Penalty: 2476.165283
	Iteration 35Q: 3 clusters Score -478320.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -478324.218750 Penalty: 2476.165283
	Iteration 36Q: 3 clusters Score -478324.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -478328.250000 Penalty: 2476.165283
	Iteration 37Q: 3 clusters Score -478328.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -478335.000000 Penalty: 2476.165283
	Iteration 38Q: 3 clusters Score -478335 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -478340.937500 Penalty: 2476.165283
	Iteration 39Q: 3 clusters Score -478340.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -478343.593750 Penalty: 2476.165283
	Iteration 40F: 3 clusters Score -478343.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -478345.250000 Penalty: 2476.165283
	Iteration 41Q: 3 clusters Score -478345.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -478346.781250 Penalty: 2476.165283
	Iteration 42Q: 3 clusters Score -478346.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -478347.781250 Penalty: 2476.165283
	Iteration 43Q: 3 clusters Score -478347.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -478349.531250 Penalty: 2476.165283
	Iteration 44Q: 3 clusters Score -478349.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -478349.531250 Penalty: 2476.165283
	Iteration 45F: 3 clusters Score -478349.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Entering Unmasked Estep 
Score: -828562.687500 Penalty: 1316.058716
	Iteration 0F: 2 clusters Score -828562.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -823717.687500 Penalty: 2632.117432
	Iteration 0F: 3 clusters Score -823717.7 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -825244.062500 Penalty: 2632.117432
	Iteration 1F: 3 clusters Score -825244.1 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -825496.562500 Penalty: 2632.117432
	Iteration 2F: 3 clusters Score -825496.6 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -825674.437500 Penalty: 2632.117432
	Iteration 3F: 3 clusters Score -825674.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -825812.812500 Penalty: 2632.117432
	Iteration 4Q: 3 clusters Score -825812.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -825922.625000 Penalty: 2632.117432
	Iteration 5Q: 3 clusters Score -825922.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -826036.187500 Penalty: 2632.117432
	Iteration 6Q: 3 clusters Score -826036.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -826163.687500 Penalty: 2632.117432
	Iteration 7Q: 3 clusters Score -826163.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -826274.687500 Penalty: 2632.117432
	Iteration 8Q: 3 clusters Score -826274.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -826394.687500 Penalty: 2632.117432
	Iteration 9Q: 3 clusters Score -826394.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -826513.812500 Penalty: 2632.117432
	Iteration 10Q: 3 clusters Score -826513.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -826620.750000 Penalty: 2632.117432
	Iteration 11Q: 3 clusters Score -826620.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -826723.562500 Penalty: 2632.117432
	Iteration 12Q: 3 clusters Score -826723.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -826809.562500 Penalty: 2632.117432
	Iteration 13Q: 3 clusters Score -826809.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -826869.750000 Penalty: 2632.117432
	Iteration 14Q: 3 clusters Score -826869.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -826905.375000 Penalty: 2632.117432
	Iteration 15Q: 3 clusters Score -826905.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -826930.187500 Penalty: 2632.117432
	Iteration 16Q: 3 clusters Score -826930.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -826951.687500 Penalty: 2632.117432
	Iteration 17Q: 3 clusters Score -826951.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -826974.750000 Penalty: 2632.117432
	Iteration 18Q: 3 clusters Score -826974.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -826997.687500 Penalty: 2632.117432
	Iteration 19Q: 3 clusters Score -826997.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -827026.375000 Penalty: 2632.117432
	Iteration 20F: 3 clusters Score -827026.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -827052.187500 Penalty: 2632.117432
	Iteration 21Q: 3 clusters Score -827052.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -827074.625000 Penalty: 2632.117432
	Iteration 22Q: 3 clusters Score -827074.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -827090.312500 Penalty: 2632.117432
	Iteration 23Q: 3 clusters Score -827090.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -827102.312500 Penalty: 2632.117432
	Iteration 24Q: 3 clusters Score -827102.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -827113.062500 Penalty: 2632.117432
	Iteration 25Q: 3 clusters Score -827113.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -827136.562500 Penalty: 2632.117432
	Iteration 26Q: 3 clusters Score -827136.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -827155.625000 Penalty: 2632.117432
	Iteration 27Q: 3 clusters Score -827155.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -827178.250000 Penalty: 2632.117432
	Iteration 28Q: 3 clusters Score -827178.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -827200.937500 Penalty: 2632.117432
	Iteration 29Q: 3 clusters Score -827200.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -827221.625000 Penalty: 2632.117432
	Iteration 30Q: 3 clusters Score -827221.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -827257.125000 Penalty: 2632.117432
	Iteration 31Q: 3 clusters Score -827257.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -827287.062500 Penalty: 2632.117432
	Iteration 32Q: 3 clusters Score -827287.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -827318.625000 Penalty: 2632.117432
	Iteration 33Q: 3 clusters Score -827318.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -827347.562500 Penalty: 2632.117432
	Iteration 34Q: 3 clusters Score -827347.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -827382.750000 Penalty: 2632.117432
	Iteration 35Q: 3 clusters Score -827382.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -827414.562500 Penalty: 2632.117432
	Iteration 36Q: 3 clusters Score -827414.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -827449.625000 Penalty: 2632.117432
	Iteration 37Q: 3 clusters Score -827449.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -827486.312500 Penalty: 2632.117432
	Iteration 38Q: 3 clusters Score -827486.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -827526.250000 Penalty: 2632.117432
	Iteration 39Q: 3 clusters Score -827526.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -827566.125000 Penalty: 2632.117432
	Iteration 40F: 3 clusters Score -827566.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -827605.625000 Penalty: 2632.117432
	Iteration 41Q: 3 clusters Score -827605.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -827629.000000 Penalty: 2632.117432
	Iteration 42Q: 3 clusters Score -827629 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -827654.625000 Penalty: 2632.117432
	Iteration 43Q: 3 clusters Score -827654.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -827671.375000 Penalty: 2632.117432
	Iteration 44Q: 3 clusters Score -827671.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -827691.750000 Penalty: 2632.117432
	Iteration 45Q: 3 clusters Score -827691.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -827708.312500 Penalty: 2632.117432
	Iteration 46Q: 3 clusters Score -827708.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -827726.250000 Penalty: 2632.117432
	Iteration 47Q: 3 clusters Score -827726.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -827743.125000 Penalty: 2632.117432
	Iteration 48Q: 3 clusters Score -827743.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -827760.937500 Penalty: 2632.117432
	Iteration 49Q: 3 clusters Score -827760.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -827778.000000 Penalty: 2632.117432
	Iteration 50Q: 3 clusters Score -827778 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -827790.625000 Penalty: 2632.117432
	Iteration 51Q: 3 clusters Score -827790.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -827798.937500 Penalty: 2632.117432
	Iteration 52Q: 3 clusters Score -827798.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -827805.937500 Penalty: 2632.117432
	Iteration 53Q: 3 clusters Score -827805.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -827813.312500 Penalty: 2632.117432
	Iteration 54Q: 3 clusters Score -827813.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -827821.187500 Penalty: 2632.117432
	Iteration 55Q: 3 clusters Score -827821.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -827833.437500 Penalty: 2632.117432
	Iteration 56Q: 3 clusters Score -827833.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -827846.312500 Penalty: 2632.117432
	Iteration 57Q: 3 clusters Score -827846.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -827859.375000 Penalty: 2632.117432
	Iteration 58Q: 3 clusters Score -827859.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -827865.375000 Penalty: 2632.117432
	Iteration 59Q: 3 clusters Score -827865.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -827870.875000 Penalty: 2632.117432
	Iteration 60F: 3 clusters Score -827870.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -827877.125000 Penalty: 2632.117432
	Iteration 61Q: 3 clusters Score -827877.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -827880.937500 Penalty: 2632.117432
	Iteration 62Q: 3 clusters Score -827880.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -827888.250000 Penalty: 2632.117432
	Iteration 63Q: 3 clusters Score -827888.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -827893.812500 Penalty: 2632.117432
	Iteration 64Q: 3 clusters Score -827893.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -827899.562500 Penalty: 2632.117432
	Iteration 65Q: 3 clusters Score -827899.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -827901.437500 Penalty: 2632.117432
	Iteration 66Q: 3 clusters Score -827901.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -827904.187500 Penalty: 2632.117432
	Iteration 67Q: 3 clusters Score -827904.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -827907.312500 Penalty: 2632.117432
	Iteration 68Q: 3 clusters Score -827907.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -827909.750000 Penalty: 2632.117432
	Iteration 69Q: 3 clusters Score -827909.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -827913.062500 Penalty: 2632.117432
	Iteration 70Q: 3 clusters Score -827913.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -827911.562500 Penalty: 2632.117432
	Iteration 71Q: 3 clusters Score -827911.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -827911.562500 Penalty: 2632.117432
	Iteration 72F: 3 clusters Score -827911.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Entering Unmasked Estep 
Score: -1040770.562500 Penalty: 1348.505371
	Iteration 0F: 2 clusters Score -1040771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1034907.062500 Penalty: 2697.010742
	Iteration 0F: 3 clusters Score -1034907 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1036800.000000 Penalty: 2697.010742
	Iteration 1F: 3 clusters Score -1036800 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1037063.750000 Penalty: 2697.010742
	Iteration 2F: 3 clusters Score -1037064 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1037246.812500 Penalty: 2697.010742
	Iteration 3Q: 3 clusters Score -1037247 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1037389.437500 Penalty: 2697.010742
	Iteration 4Q: 3 clusters Score -1037389 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1037501.187500 Penalty: 2697.010742
	Iteration 5Q: 3 clusters Score -1037501 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1037600.375000 Penalty: 2697.010742
	Iteration 6Q: 3 clusters Score -1037600 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1037688.500000 Penalty: 2697.010742
	Iteration 7Q: 3 clusters Score -1037688 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1037758.125000 Penalty: 2697.010742
	Iteration 8Q: 3 clusters Score -1037758 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1037826.000000 Penalty: 2697.010742
	Iteration 9Q: 3 clusters Score -1037826 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1037900.937500 Penalty: 2697.010742
	Iteration 10Q: 3 clusters Score -1037901 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1037981.312500 Penalty: 2697.010742
	Iteration 11Q: 3 clusters Score -1037981 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1038044.750000 Penalty: 2697.010742
	Iteration 12Q: 3 clusters Score -1038045 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1038116.625000 Penalty: 2697.010742
	Iteration 13Q: 3 clusters Score -1038117 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1038170.062500 Penalty: 2697.010742
	Iteration 14Q: 3 clusters Score -1038170 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1038234.437500 Penalty: 2697.010742
	Iteration 15Q: 3 clusters Score -1038234 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1038307.937500 Penalty: 2697.010742
	Iteration 16Q: 3 clusters Score -1038308 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1038387.937500 Penalty: 2697.010742
	Iteration 17Q: 3 clusters Score -1038388 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1038482.812500 Penalty: 2697.010742
	Iteration 18Q: 3 clusters Score -1038483 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1038560.125000 Penalty: 2697.010742
	Iteration 19Q: 3 clusters Score -1038560 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1038622.500000 Penalty: 2697.010742
	Iteration 20F: 3 clusters Score -1038622 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1038697.875000 Penalty: 2697.010742
	Iteration 21Q: 3 clusters Score -1038698 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1038759.437500 Penalty: 2697.010742
	Iteration 22Q: 3 clusters Score -1038759 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1038828.125000 Penalty: 2697.010742
	Iteration 23Q: 3 clusters Score -1038828 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1038883.125000 Penalty: 2697.010742
	Iteration 24Q: 3 clusters Score -1038883 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1038945.375000 Penalty: 2697.010742
	Iteration 25Q: 3 clusters Score -1038945 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1039001.437500 Penalty: 2697.010742
	Iteration 26Q: 3 clusters Score -1039001 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1039068.937500 Penalty: 2697.010742
	Iteration 27Q: 3 clusters Score -1039069 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1039108.937500 Penalty: 2697.010742
	Iteration 28Q: 3 clusters Score -1039109 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1039150.437500 Penalty: 2697.010742
	Iteration 29Q: 3 clusters Score -1039150 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1039192.187500 Penalty: 2697.010742
	Iteration 30Q: 3 clusters Score -1039192 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1039234.187500 Penalty: 2697.010742
	Iteration 31Q: 3 clusters Score -1039234 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1039254.562500 Penalty: 2697.010742
	Iteration 32Q: 3 clusters Score -1039255 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1039272.375000 Penalty: 2697.010742
	Iteration 33Q: 3 clusters Score -1039272 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1039286.062500 Penalty: 2697.010742
	Iteration 34Q: 3 clusters Score -1039286 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1039302.312500 Penalty: 2697.010742
	Iteration 35Q: 3 clusters Score -1039302 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1039311.187500 Penalty: 2697.010742
	Iteration 36Q: 3 clusters Score -1039311 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1039329.500000 Penalty: 2697.010742
	Iteration 37Q: 3 clusters Score -1039330 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1039358.875000 Penalty: 2697.010742
	Iteration 38Q: 3 clusters Score -1039359 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1039376.625000 Penalty: 2697.010742
	Iteration 39Q: 3 clusters Score -1039377 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1039398.812500 Penalty: 2697.010742
	Iteration 40F: 3 clusters Score -1039399 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1039417.687500 Penalty: 2697.010742
	Iteration 41Q: 3 clusters Score -1039418 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1039437.500000 Penalty: 2697.010742
	Iteration 42Q: 3 clusters Score -1039438 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1039457.500000 Penalty: 2697.010742
	Iteration 43Q: 3 clusters Score -1039458 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1039473.812500 Penalty: 2697.010742
	Iteration 44Q: 3 clusters Score -1039474 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1039483.187500 Penalty: 2697.010742
	Iteration 45Q: 3 clusters Score -1039483 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1039491.312500 Penalty: 2697.010742
	Iteration 46Q: 3 clusters Score -1039491 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1039498.562500 Penalty: 2697.010742
	Iteration 47Q: 3 clusters Score -1039499 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1039503.062500 Penalty: 2697.010742
	Iteration 48Q: 3 clusters Score -1039503 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1039509.625000 Penalty: 2697.010742
	Iteration 49Q: 3 clusters Score -1039510 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1039519.625000 Penalty: 2697.010742
	Iteration 50Q: 3 clusters Score -1039520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1039527.375000 Penalty: 2697.010742
	Iteration 51Q: 3 clusters Score -1039527 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1039533.312500 Penalty: 2697.010742
	Iteration 52Q: 3 clusters Score -1039533 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1039541.062500 Penalty: 2697.010742
	Iteration 53Q: 3 clusters Score -1039541 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1039547.750000 Penalty: 2697.010742
	Iteration 54Q: 3 clusters Score -1039548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1039553.625000 Penalty: 2697.010742
	Iteration 55Q: 3 clusters Score -1039554 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1039559.125000 Penalty: 2697.010742
	Iteration 56Q: 3 clusters Score -1039559 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1039565.687500 Penalty: 2697.010742
	Iteration 57Q: 3 clusters Score -1039566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1039572.437500 Penalty: 2697.010742
	Iteration 58Q: 3 clusters Score -1039572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1039575.125000 Penalty: 2697.010742
	Iteration 59Q: 3 clusters Score -1039575 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1039581.312500 Penalty: 2697.010742
	Iteration 60F: 3 clusters Score -1039581 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1039587.687500 Penalty: 2697.010742
	Iteration 61Q: 3 clusters Score -1039588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1039593.187500 Penalty: 2697.010742
	Iteration 62Q: 3 clusters Score -1039593 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1039597.125000 Penalty: 2697.010742
	Iteration 63Q: 3 clusters Score -1039597 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1039601.125000 Penalty: 2697.010742
	Iteration 64Q: 3 clusters Score -1039601 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1039606.250000 Penalty: 2697.010742
	Iteration 65Q: 3 clusters Score -1039606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1039608.687500 Penalty: 2697.010742
	Iteration 66Q: 3 clusters Score -1039609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1039612.187500 Penalty: 2697.010742
	Iteration 67Q: 3 clusters Score -1039612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1039613.812500 Penalty: 2697.010742
	Iteration 68Q: 3 clusters Score -1039614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1039616.750000 Penalty: 2697.010742
	Iteration 69Q: 3 clusters Score -1039617 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1039620.250000 Penalty: 2697.010742
	Iteration 70Q: 3 clusters Score -1039620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1039622.750000 Penalty: 2697.010742
	Iteration 71Q: 3 clusters Score -1039623 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1039632.812500 Penalty: 2697.010742
	Iteration 72Q: 3 clusters Score -1039633 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1039643.812500 Penalty: 2697.010742
	Iteration 73Q: 3 clusters Score -1039644 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1039657.312500 Penalty: 2697.010742
	Iteration 74Q: 3 clusters Score -1039657 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1039669.937500 Penalty: 2697.010742
	Iteration 75Q: 3 clusters Score -1039670 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1039676.375000 Penalty: 2697.010742
	Iteration 76Q: 3 clusters Score -1039676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1039681.625000 Penalty: 2697.010742
	Iteration 77Q: 3 clusters Score -1039682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1039689.562500 Penalty: 2697.010742
	Iteration 78Q: 3 clusters Score -1039690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1039691.812500 Penalty: 2697.010742
	Iteration 79Q: 3 clusters Score -1039692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1039698.875000 Penalty: 2697.010742
	Iteration 80F: 3 clusters Score -1039699 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1039702.875000 Penalty: 2697.010742
	Iteration 81Q: 3 clusters Score -1039703 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1039702.875000 Penalty: 2697.010742
	Iteration 82F: 3 clusters Score -1039703 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Entering Unmasked Estep 
Score: -562288.500000 Penalty: 1262.641968
	Iteration 0F: 2 clusters Score -562288.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -558715.937500 Penalty: 2525.283936
	Iteration 0F: 3 clusters Score -558715.9 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -560091.375000 Penalty: 2525.283936
	Iteration 1F: 3 clusters Score -560091.4 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -560581.187500 Penalty: 2525.283936
	Iteration 2F: 3 clusters Score -560581.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -560910.750000 Penalty: 2525.283936
	Iteration 3F: 3 clusters Score -560910.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -561177.562500 Penalty: 2525.283936
	Iteration 4F: 3 clusters Score -561177.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -561410.687500 Penalty: 2525.283936
	Iteration 5F: 3 clusters Score -561410.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -561608.875000 Penalty: 2525.283936
	Iteration 6Q: 3 clusters Score -561608.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -561756.125000 Penalty: 2525.283936
	Iteration 7Q: 3 clusters Score -561756.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -561857.500000 Penalty: 2525.283936
	Iteration 8Q: 3 clusters Score -561857.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -561918.125000 Penalty: 2525.283936
	Iteration 9Q: 3 clusters Score -561918.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -561952.312500 Penalty: 2525.283936
	Iteration 10Q: 3 clusters Score -561952.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -561977.187500 Penalty: 2525.283936
	Iteration 11Q: 3 clusters Score -561977.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -562000.062500 Penalty: 2525.283936
	Iteration 12Q: 3 clusters Score -562000.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -562017.625000 Penalty: 2525.283936
	Iteration 13Q: 3 clusters Score -562017.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -562032.000000 Penalty: 2525.283936
	Iteration 14Q: 3 clusters Score -562032 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -562046.375000 Penalty: 2525.283936
	Iteration 15Q: 3 clusters Score -562046.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -562055.187500 Penalty: 2525.283936
	Iteration 16Q: 3 clusters Score -562055.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -562064.937500 Penalty: 2525.283936
	Iteration 17Q: 3 clusters Score -562064.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -562071.625000 Penalty: 2525.283936
	Iteration 18Q: 3 clusters Score -562071.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -562077.187500 Penalty: 2525.283936
	Iteration 19Q: 3 clusters Score -562077.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -562080.250000 Penalty: 2525.283936
	Iteration 20F: 3 clusters Score -562080.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -562083.187500 Penalty: 2525.283936
	Iteration 21Q: 3 clusters Score -562083.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -562086.812500 Penalty: 2525.283936
	Iteration 22Q: 3 clusters Score -562086.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -562087.250000 Penalty: 2525.283936
	Iteration 23Q: 3 clusters Score -562087.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -562091.000000 Penalty: 2525.283936
	Iteration 24Q: 3 clusters Score -562091 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -562093.187500 Penalty: 2525.283936
	Iteration 25Q: 3 clusters Score -562093.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -562095.500000 Penalty: 2525.283936
	Iteration 26Q: 3 clusters Score -562095.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -562097.062500 Penalty: 2525.283936
	Iteration 27Q: 3 clusters Score -562097.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -562097.312500 Penalty: 2525.283936
	Iteration 28Q: 3 clusters Score -562097.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -562098.625000 Penalty: 2525.283936
	Iteration 29Q: 3 clusters Score -562098.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -562101.875000 Penalty: 2525.283936
	Iteration 30Q: 3 clusters Score -562101.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -562105.375000 Penalty: 2525.283936
	Iteration 31Q: 3 clusters Score -562105.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -562110.125000 Penalty: 2525.283936
	Iteration 32Q: 3 clusters Score -562110.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -562112.562500 Penalty: 2525.283936
	Iteration 33Q: 3 clusters Score -562112.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -562114.500000 Penalty: 2525.283936
	Iteration 34Q: 3 clusters Score -562114.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -562115.312500 Penalty: 2525.283936
	Iteration 35Q: 3 clusters Score -562115.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -562116.687500 Penalty: 2525.283936
	Iteration 36Q: 3 clusters Score -562116.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -562117.750000 Penalty: 2525.283936
	Iteration 37Q: 3 clusters Score -562117.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -562119.562500 Penalty: 2525.283936
	Iteration 38Q: 3 clusters Score -562119.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -562120.375000 Penalty: 2525.283936
	Iteration 39Q: 3 clusters Score -562120.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -562120.625000 Penalty: 2525.283936
	Iteration 40F: 3 clusters Score -562120.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -562121.625000 Penalty: 2525.283936
	Iteration 41Q: 3 clusters Score -562121.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -562120.812500 Penalty: 2525.283936
	Iteration 42Q: 3 clusters Score -562120.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -562120.812500 Penalty: 2525.283936
	Iteration 43F: 3 clusters Score -562120.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Entering Unmasked Estep 
Score: -2769848.750000 Penalty: 1486.421265
	Iteration 0F: 2 clusters Score -2769849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -2755639.000000 Penalty: 2972.842529
	Iteration 0F: 3 clusters Score -2755639 nChanged 9614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -2760827.750000 Penalty: 2972.842529
	Iteration 1F: 3 clusters Score -2760828 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -2761280.500000 Penalty: 2972.842529
	Iteration 2F: 3 clusters Score -2761280 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -2761649.500000 Penalty: 2972.842529
	Iteration 3Q: 3 clusters Score -2761650 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -2762033.500000 Penalty: 2972.842529
	Iteration 4Q: 3 clusters Score -2762034 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -2762516.500000 Penalty: 2972.842529
	Iteration 5Q: 3 clusters Score -2762516 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -2763145.250000 Penalty: 2972.842529
	Iteration 6F: 3 clusters Score -2763145 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -2763768.000000 Penalty: 2972.842529
	Iteration 7F: 3 clusters Score -2763768 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -2764494.750000 Penalty: 2972.842529
	Iteration 8F: 3 clusters Score -2764495 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -2765333.750000 Penalty: 2972.842529
	Iteration 9F: 3 clusters Score -2765334 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -2766125.250000 Penalty: 2972.842529
	Iteration 10F: 3 clusters Score -2766125 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -2766830.250000 Penalty: 2972.842529
	Iteration 11Q: 3 clusters Score -2766830 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -2767414.750000 Penalty: 2972.842529
	Iteration 12Q: 3 clusters Score -2767415 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -2767775.250000 Penalty: 2972.842529
	Iteration 13Q: 3 clusters Score -2767775 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 20155 members 
Entering Unmasked Estep 
Score: -2768043.000000 Penalty: 2972.842529
	Iteration 14Q: 3 clusters Score -2768043 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
Score: -2768249.500000 Penalty: 2972.842529
	Iteration 15Q: 3 clusters Score -2768250 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 20608 members 
Entering Unmasked Estep 
Score: -2768373.750000 Penalty: 2972.842529
	Iteration 16Q: 3 clusters Score -2768374 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
Score: -2768456.000000 Penalty: 2972.842529
	Iteration 17Q: 3 clusters Score -2768456 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -2768530.000000 Penalty: 2972.842529
	Iteration 18Q: 3 clusters Score -2768530 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -2768575.750000 Penalty: 2972.842529
	Iteration 19Q: 3 clusters Score -2768576 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -2768619.250000 Penalty: 2972.842529
	Iteration 20F: 3 clusters Score -2768619 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 21014 members 
Entering Unmasked Estep 
Score: -2768648.750000 Penalty: 2972.842529
	Iteration 21Q: 3 clusters Score -2768649 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
Score: -2768669.500000 Penalty: 2972.842529
	Iteration 22Q: 3 clusters Score -2768670 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -2768692.000000 Penalty: 2972.842529
	Iteration 23Q: 3 clusters Score -2768692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 21078 members 
Entering Unmasked Estep 
Score: -2768695.500000 Penalty: 2972.842529
	Iteration 24Q: 3 clusters Score -2768696 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
Score: -2768704.750000 Penalty: 2972.842529
	Iteration 25Q: 3 clusters Score -2768705 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -2768714.250000 Penalty: 2972.842529
	Iteration 26Q: 3 clusters Score -2768714 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -2768724.750000 Penalty: 2972.842529
	Iteration 27Q: 3 clusters Score -2768725 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 21119 members 
Entering Unmasked Estep 
Score: -2768729.000000 Penalty: 2972.842529
	Iteration 28Q: 3 clusters Score -2768729 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -2768738.250000 Penalty: 2972.842529
	Iteration 29Q: 3 clusters Score -2768738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
Score: -2768742.750000 Penalty: 2972.842529
	Iteration 30Q: 3 clusters Score -2768743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -2768743.750000 Penalty: 2972.842529
	Iteration 31Q: 3 clusters Score -2768744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -2768751.000000 Penalty: 2972.842529
	Iteration 32Q: 3 clusters Score -2768751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
Score: -2768752.500000 Penalty: 2972.842529
	Iteration 33Q: 3 clusters Score -2768752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -2768750.750000 Penalty: 2972.842529
	Iteration 34Q: 3 clusters Score -2768751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 21146 members 
Entering Unmasked Estep 
Score: -2768754.750000 Penalty: 2972.842529
	Iteration 35Q: 3 clusters Score -2768755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 21150 members 
Entering Unmasked Estep 
Score: -2768759.500000 Penalty: 2972.842529
	Iteration 36Q: 3 clusters Score -2768760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 21151 members 
Entering Unmasked Estep 
Score: -2768758.750000 Penalty: 2972.842529
	Iteration 37Q: 3 clusters Score -2768759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 21152 members 
Entering Unmasked Estep 
Score: -2768761.500000 Penalty: 2972.842529
	Iteration 38Q: 3 clusters Score -2768762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -2768762.000000 Penalty: 2972.842529
	Iteration 39Q: 3 clusters Score -2768762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -2768765.750000 Penalty: 2972.842529
	Iteration 40F: 3 clusters Score -2768766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -2768764.250000 Penalty: 2972.842529
	Iteration 41Q: 3 clusters Score -2768764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -2768763.000000 Penalty: 2972.842529
	Iteration 42Q: 3 clusters Score -2768763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 21162 members 
Entering Unmasked Estep 
Score: -2768770.000000 Penalty: 2972.842529
	Iteration 43Q: 3 clusters Score -2768770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -2768772.500000 Penalty: 2972.842529
	Iteration 44Q: 3 clusters Score -2768772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 21164 members 
Entering Unmasked Estep 
Score: -2768772.250000 Penalty: 2972.842529
	Iteration 45Q: 3 clusters Score -2768772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 21164 members 
Entering Unmasked Estep 
Score: -2768772.250000 Penalty: 2972.842529
	Iteration 46F: 3 clusters Score -2768772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Entering Unmasked Estep 
Score: -1885691.000000 Penalty: 1430.742676
	Iteration 0F: 2 clusters Score -1885691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1875768.250000 Penalty: 2861.485352
	Iteration 0F: 3 clusters Score -1875768 nChanged 6464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1879170.625000 Penalty: 2861.485352
	Iteration 1F: 3 clusters Score -1879171 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1879482.875000 Penalty: 2861.485352
	Iteration 2F: 3 clusters Score -1879483 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1879723.500000 Penalty: 2861.485352
	Iteration 3Q: 3 clusters Score -1879724 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1879934.250000 Penalty: 2861.485352
	Iteration 4Q: 3 clusters Score -1879934 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1880156.125000 Penalty: 2861.485352
	Iteration 5Q: 3 clusters Score -1880156 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1880446.000000 Penalty: 2861.485352
	Iteration 6Q: 3 clusters Score -1880446 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1880804.500000 Penalty: 2861.485352
	Iteration 7Q: 3 clusters Score -1880804 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1881295.625000 Penalty: 2861.485352
	Iteration 8F: 3 clusters Score -1881296 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1881903.250000 Penalty: 2861.485352
	Iteration 9F: 3 clusters Score -1881903 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1882638.250000 Penalty: 2861.485352
	Iteration 10F: 3 clusters Score -1882638 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1883324.375000 Penalty: 2861.485352
	Iteration 11F: 3 clusters Score -1883324 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1883802.125000 Penalty: 2861.485352
	Iteration 12Q: 3 clusters Score -1883802 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1884137.500000 Penalty: 2861.485352
	Iteration 13Q: 3 clusters Score -1884138 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1884285.750000 Penalty: 2861.485352
	Iteration 14Q: 3 clusters Score -1884286 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1884372.375000 Penalty: 2861.485352
	Iteration 15Q: 3 clusters Score -1884372 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1884428.375000 Penalty: 2861.485352
	Iteration 16Q: 3 clusters Score -1884428 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1884463.375000 Penalty: 2861.485352
	Iteration 17Q: 3 clusters Score -1884463 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1884484.000000 Penalty: 2861.485352
	Iteration 18Q: 3 clusters Score -1884484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1884503.000000 Penalty: 2861.485352
	Iteration 19Q: 3 clusters Score -1884503 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1884520.125000 Penalty: 2861.485352
	Iteration 20F: 3 clusters Score -1884520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1884542.000000 Penalty: 2861.485352
	Iteration 21Q: 3 clusters Score -1884542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -1884564.375000 Penalty: 2861.485352
	Iteration 22Q: 3 clusters Score -1884564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1884573.625000 Penalty: 2861.485352
	Iteration 23Q: 3 clusters Score -1884574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1884576.375000 Penalty: 2861.485352
	Iteration 24Q: 3 clusters Score -1884576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1884582.625000 Penalty: 2861.485352
	Iteration 25Q: 3 clusters Score -1884583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1884586.125000 Penalty: 2861.485352
	Iteration 26Q: 3 clusters Score -1884586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1884586.125000 Penalty: 2861.485352
	Iteration 27F: 3 clusters Score -1884586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Entering Unmasked Estep 
Score: -1390607.375000 Penalty: 1390.412720
	Iteration 0F: 2 clusters Score -1390607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1382910.250000 Penalty: 2780.825439
	Iteration 0F: 3 clusters Score -1382910 nChanged 4790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1385432.500000 Penalty: 2780.825439
	Iteration 1F: 3 clusters Score -1385432 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1385768.375000 Penalty: 2780.825439
	Iteration 2F: 3 clusters Score -1385768 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1386065.500000 Penalty: 2780.825439
	Iteration 3F: 3 clusters Score -1386066 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1386307.875000 Penalty: 2780.825439
	Iteration 4Q: 3 clusters Score -1386308 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1386512.875000 Penalty: 2780.825439
	Iteration 5Q: 3 clusters Score -1386513 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1386689.875000 Penalty: 2780.825439
	Iteration 6Q: 3 clusters Score -1386690 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1386869.000000 Penalty: 2780.825439
	Iteration 7Q: 3 clusters Score -1386869 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1387067.750000 Penalty: 2780.825439
	Iteration 8Q: 3 clusters Score -1387068 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1387240.125000 Penalty: 2780.825439
	Iteration 9Q: 3 clusters Score -1387240 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1387432.625000 Penalty: 2780.825439
	Iteration 10Q: 3 clusters Score -1387433 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1387627.625000 Penalty: 2780.825439
	Iteration 11Q: 3 clusters Score -1387628 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1387797.125000 Penalty: 2780.825439
	Iteration 12Q: 3 clusters Score -1387797 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1387967.250000 Penalty: 2780.825439
	Iteration 13Q: 3 clusters Score -1387967 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1388118.000000 Penalty: 2780.825439
	Iteration 14Q: 3 clusters Score -1388118 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1388274.375000 Penalty: 2780.825439
	Iteration 15Q: 3 clusters Score -1388274 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1388382.375000 Penalty: 2780.825439
	Iteration 16Q: 3 clusters Score -1388382 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1388469.625000 Penalty: 2780.825439
	Iteration 17Q: 3 clusters Score -1388470 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1388566.875000 Penalty: 2780.825439
	Iteration 18Q: 3 clusters Score -1388567 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1388649.125000 Penalty: 2780.825439
	Iteration 19Q: 3 clusters Score -1388649 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1388730.250000 Penalty: 2780.825439
	Iteration 20F: 3 clusters Score -1388730 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1388822.125000 Penalty: 2780.825439
	Iteration 21Q: 3 clusters Score -1388822 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1388906.875000 Penalty: 2780.825439
	Iteration 22Q: 3 clusters Score -1388907 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1388997.750000 Penalty: 2780.825439
	Iteration 23Q: 3 clusters Score -1388998 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1389065.500000 Penalty: 2780.825439
	Iteration 24Q: 3 clusters Score -1389066 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1389130.375000 Penalty: 2780.825439
	Iteration 25Q: 3 clusters Score -1389130 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1389172.125000 Penalty: 2780.825439
	Iteration 26Q: 3 clusters Score -1389172 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1389217.375000 Penalty: 2780.825439
	Iteration 27Q: 3 clusters Score -1389217 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1389264.125000 Penalty: 2780.825439
	Iteration 28Q: 3 clusters Score -1389264 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1389301.875000 Penalty: 2780.825439
	Iteration 29Q: 3 clusters Score -1389302 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1389340.125000 Penalty: 2780.825439
	Iteration 30Q: 3 clusters Score -1389340 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1389373.500000 Penalty: 2780.825439
	Iteration 31Q: 3 clusters Score -1389374 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1389392.625000 Penalty: 2780.825439
	Iteration 32Q: 3 clusters Score -1389393 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1389416.375000 Penalty: 2780.825439
	Iteration 33Q: 3 clusters Score -1389416 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1389435.375000 Penalty: 2780.825439
	Iteration 34Q: 3 clusters Score -1389435 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1389462.000000 Penalty: 2780.825439
	Iteration 35Q: 3 clusters Score -1389462 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1389490.750000 Penalty: 2780.825439
	Iteration 36Q: 3 clusters Score -1389491 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1389515.000000 Penalty: 2780.825439
	Iteration 37Q: 3 clusters Score -1389515 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1389536.000000 Penalty: 2780.825439
	Iteration 38Q: 3 clusters Score -1389536 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1389553.000000 Penalty: 2780.825439
	Iteration 39Q: 3 clusters Score -1389553 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1389569.000000 Penalty: 2780.825439
	Iteration 40F: 3 clusters Score -1389569 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1389583.000000 Penalty: 2780.825439
	Iteration 41Q: 3 clusters Score -1389583 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1389594.000000 Penalty: 2780.825439
	Iteration 42Q: 3 clusters Score -1389594 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1389600.125000 Penalty: 2780.825439
	Iteration 43Q: 3 clusters Score -1389600 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1389602.500000 Penalty: 2780.825439
	Iteration 44Q: 3 clusters Score -1389602 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1389608.125000 Penalty: 2780.825439
	Iteration 45Q: 3 clusters Score -1389608 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1389608.875000 Penalty: 2780.825439
	Iteration 46Q: 3 clusters Score -1389609 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1389619.875000 Penalty: 2780.825439
	Iteration 47Q: 3 clusters Score -1389620 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1389626.375000 Penalty: 2780.825439
	Iteration 48Q: 3 clusters Score -1389626 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1389631.500000 Penalty: 2780.825439
	Iteration 49Q: 3 clusters Score -1389632 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1389636.250000 Penalty: 2780.825439
	Iteration 50Q: 3 clusters Score -1389636 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1389642.875000 Penalty: 2780.825439
	Iteration 51Q: 3 clusters Score -1389643 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1389650.875000 Penalty: 2780.825439
	Iteration 52Q: 3 clusters Score -1389651 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1389658.250000 Penalty: 2780.825439
	Iteration 53Q: 3 clusters Score -1389658 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1389662.750000 Penalty: 2780.825439
	Iteration 54Q: 3 clusters Score -1389663 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1389669.000000 Penalty: 2780.825439
	Iteration 55Q: 3 clusters Score -1389669 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1389675.500000 Penalty: 2780.825439
	Iteration 56Q: 3 clusters Score -1389676 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1389685.625000 Penalty: 2780.825439
	Iteration 57Q: 3 clusters Score -1389686 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1389689.625000 Penalty: 2780.825439
	Iteration 58Q: 3 clusters Score -1389690 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1389693.625000 Penalty: 2780.825439
	Iteration 59Q: 3 clusters Score -1389694 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1389698.000000 Penalty: 2780.825439
	Iteration 60F: 3 clusters Score -1389698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1389702.625000 Penalty: 2780.825439
	Iteration 61Q: 3 clusters Score -1389703 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1389703.750000 Penalty: 2780.825439
	Iteration 62Q: 3 clusters Score -1389704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1389703.750000 Penalty: 2780.825439
	Iteration 63Q: 3 clusters Score -1389704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1389704.500000 Penalty: 2780.825439
	Iteration 64Q: 3 clusters Score -1389704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1389704.625000 Penalty: 2780.825439
	Iteration 65Q: 3 clusters Score -1389705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1389709.000000 Penalty: 2780.825439
	Iteration 66Q: 3 clusters Score -1389709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1389707.500000 Penalty: 2780.825439
	Iteration 67Q: 3 clusters Score -1389708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1389708.625000 Penalty: 2780.825439
	Iteration 68Q: 3 clusters Score -1389709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1389708.625000 Penalty: 2780.825439
	Iteration 69F: 3 clusters Score -1389709 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Entering Unmasked Estep 
Score: -177415.484375 Penalty: 1102.659668
	Iteration 0F: 2 clusters Score -177415.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -175770.937500 Penalty: 2205.319336
	Iteration 0F: 3 clusters Score -175770.9 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -176149.125000 Penalty: 2205.319336
	Iteration 1F: 3 clusters Score -176149.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -176254.703125 Penalty: 2205.319336
	Iteration 2F: 3 clusters Score -176254.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -176324.843750 Penalty: 2205.319336
	Iteration 3Q: 3 clusters Score -176324.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -176372.109375 Penalty: 2205.319336
	Iteration 4Q: 3 clusters Score -176372.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -176407.421875 Penalty: 2205.319336
	Iteration 5Q: 3 clusters Score -176407.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -176436.171875 Penalty: 2205.319336
	Iteration 6Q: 3 clusters Score -176436.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -176465.890625 Penalty: 2205.319336
	Iteration 7Q: 3 clusters Score -176465.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -176479.734375 Penalty: 2205.319336
	Iteration 8Q: 3 clusters Score -176479.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -176489.125000 Penalty: 2205.319336
	Iteration 9Q: 3 clusters Score -176489.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -176492.796875 Penalty: 2205.319336
	Iteration 10Q: 3 clusters Score -176492.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -176497.531250 Penalty: 2205.319336
	Iteration 11Q: 3 clusters Score -176497.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -176512.625000 Penalty: 2205.319336
	Iteration 12Q: 3 clusters Score -176512.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -176523.281250 Penalty: 2205.319336
	Iteration 13Q: 3 clusters Score -176523.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -176532.406250 Penalty: 2205.319336
	Iteration 14Q: 3 clusters Score -176532.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -176538.234375 Penalty: 2205.319336
	Iteration 15Q: 3 clusters Score -176538.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -176545.500000 Penalty: 2205.319336
	Iteration 16Q: 3 clusters Score -176545.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -176549.406250 Penalty: 2205.319336
	Iteration 17Q: 3 clusters Score -176549.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -176550.140625 Penalty: 2205.319336
	Iteration 18Q: 3 clusters Score -176550.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -176550.140625 Penalty: 2205.319336
	Iteration 19F: 3 clusters Score -176550.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Entering Unmasked Estep 
Score: -460807.343750 Penalty: 1229.391968
	Iteration 0F: 2 clusters Score -460807.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -457832.843750 Penalty: 2458.783936
	Iteration 0F: 3 clusters Score -457832.8 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -458701.875000 Penalty: 2458.783936
	Iteration 1F: 3 clusters Score -458701.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -458894.718750 Penalty: 2458.783936
	Iteration 2F: 3 clusters Score -458894.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -459017.750000 Penalty: 2458.783936
	Iteration 3Q: 3 clusters Score -459017.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -459104.281250 Penalty: 2458.783936
	Iteration 4Q: 3 clusters Score -459104.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -459183.218750 Penalty: 2458.783936
	Iteration 5Q: 3 clusters Score -459183.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -459248.437500 Penalty: 2458.783936
	Iteration 6Q: 3 clusters Score -459248.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -459305.125000 Penalty: 2458.783936
	Iteration 7Q: 3 clusters Score -459305.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -459358.156250 Penalty: 2458.783936
	Iteration 8Q: 3 clusters Score -459358.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -459400.281250 Penalty: 2458.783936
	Iteration 9Q: 3 clusters Score -459400.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -459435.187500 Penalty: 2458.783936
	Iteration 10Q: 3 clusters Score -459435.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -459464.937500 Penalty: 2458.783936
	Iteration 11Q: 3 clusters Score -459464.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -459489.468750 Penalty: 2458.783936
	Iteration 12Q: 3 clusters Score -459489.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -459510.937500 Penalty: 2458.783936
	Iteration 13Q: 3 clusters Score -459510.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -459526.000000 Penalty: 2458.783936
	Iteration 14Q: 3 clusters Score -459526 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -459536.718750 Penalty: 2458.783936
	Iteration 15Q: 3 clusters Score -459536.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -459546.718750 Penalty: 2458.783936
	Iteration 16Q: 3 clusters Score -459546.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -459556.625000 Penalty: 2458.783936
	Iteration 17Q: 3 clusters Score -459556.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -459567.125000 Penalty: 2458.783936
	Iteration 18Q: 3 clusters Score -459567.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -459580.875000 Penalty: 2458.783936
	Iteration 19Q: 3 clusters Score -459580.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -459594.656250 Penalty: 2458.783936
	Iteration 20F: 3 clusters Score -459594.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -459605.906250 Penalty: 2458.783936
	Iteration 21Q: 3 clusters Score -459605.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -459618.531250 Penalty: 2458.783936
	Iteration 22Q: 3 clusters Score -459618.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -459632.312500 Penalty: 2458.783936
	Iteration 23Q: 3 clusters Score -459632.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -459643.500000 Penalty: 2458.783936
	Iteration 24Q: 3 clusters Score -459643.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -459656.781250 Penalty: 2458.783936
	Iteration 25Q: 3 clusters Score -459656.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -459671.125000 Penalty: 2458.783936
	Iteration 26Q: 3 clusters Score -459671.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -459689.250000 Penalty: 2458.783936
	Iteration 27Q: 3 clusters Score -459689.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -459708.250000 Penalty: 2458.783936
	Iteration 28Q: 3 clusters Score -459708.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -459726.031250 Penalty: 2458.783936
	Iteration 29Q: 3 clusters Score -459726 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -459743.312500 Penalty: 2458.783936
	Iteration 30Q: 3 clusters Score -459743.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -459761.281250 Penalty: 2458.783936
	Iteration 31Q: 3 clusters Score -459761.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -459776.437500 Penalty: 2458.783936
	Iteration 32Q: 3 clusters Score -459776.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -459789.031250 Penalty: 2458.783936
	Iteration 33Q: 3 clusters Score -459789 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -459801.343750 Penalty: 2458.783936
	Iteration 34Q: 3 clusters Score -459801.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -459815.750000 Penalty: 2458.783936
	Iteration 35Q: 3 clusters Score -459815.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -459828.531250 Penalty: 2458.783936
	Iteration 36Q: 3 clusters Score -459828.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -459843.593750 Penalty: 2458.783936
	Iteration 37Q: 3 clusters Score -459843.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -459869.156250 Penalty: 2458.783936
	Iteration 38Q: 3 clusters Score -459869.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -459915.812500 Penalty: 2458.783936
	Iteration 39Q: 3 clusters Score -459915.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -459967.781250 Penalty: 2458.783936
	Iteration 40F: 3 clusters Score -459967.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -460016.968750 Penalty: 2458.783936
	Iteration 41Q: 3 clusters Score -460017 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -460068.281250 Penalty: 2458.783936
	Iteration 42Q: 3 clusters Score -460068.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -460115.687500 Penalty: 2458.783936
	Iteration 43Q: 3 clusters Score -460115.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -460150.031250 Penalty: 2458.783936
	Iteration 44Q: 3 clusters Score -460150 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -460171.781250 Penalty: 2458.783936
	Iteration 45Q: 3 clusters Score -460171.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -460187.968750 Penalty: 2458.783936
	Iteration 46Q: 3 clusters Score -460188 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -460196.687500 Penalty: 2458.783936
	Iteration 47Q: 3 clusters Score -460196.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -460203.750000 Penalty: 2458.783936
	Iteration 48Q: 3 clusters Score -460203.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -460209.187500 Penalty: 2458.783936
	Iteration 49Q: 3 clusters Score -460209.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -460214.531250 Penalty: 2458.783936
	Iteration 50Q: 3 clusters Score -460214.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -460220.500000 Penalty: 2458.783936
	Iteration 51Q: 3 clusters Score -460220.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -460224.531250 Penalty: 2458.783936
	Iteration 52Q: 3 clusters Score -460224.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -460227.218750 Penalty: 2458.783936
	Iteration 53Q: 3 clusters Score -460227.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -460228.593750 Penalty: 2458.783936
	Iteration 54Q: 3 clusters Score -460228.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -460229.218750 Penalty: 2458.783936
	Iteration 55Q: 3 clusters Score -460229.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -460229.812500 Penalty: 2458.783936
	Iteration 56Q: 3 clusters Score -460229.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -460229.406250 Penalty: 2458.783936
	Iteration 57Q: 3 clusters Score -460229.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -460230.218750 Penalty: 2458.783936
	Iteration 58Q: 3 clusters Score -460230.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -460230.812500 Penalty: 2458.783936
	Iteration 59Q: 3 clusters Score -460230.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -460230.812500 Penalty: 2458.783936
	Iteration 60F: 3 clusters Score -460230.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (52260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52260 members 
Entering Unmasked Estep 
Score: -6646964.500000 Penalty: 1616.561279
	Iteration 0F: 2 clusters Score -6646964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26090 members 
Mstep: Class 2 contains 26170 members 
Entering Unmasked Estep 
Score: -6613877.000000 Penalty: 3233.122559
	Iteration 0F: 3 clusters Score -6613877 nChanged 24001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25671 members 
Mstep: Class 2 contains 26589 members 
Entering Unmasked Estep 
Score: -6627115.500000 Penalty: 3233.122559
	Iteration 1F: 3 clusters Score -6627116 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25448 members 
Mstep: Class 2 contains 26812 members 
Entering Unmasked Estep 
Score: -6627715.000000 Penalty: 3233.122559
	Iteration 2Q: 3 clusters Score -6627715 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25224 members 
Mstep: Class 2 contains 27036 members 
Entering Unmasked Estep 
Score: -6628190.000000 Penalty: 3233.122559
	Iteration 3Q: 3 clusters Score -6628190 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24997 members 
Mstep: Class 2 contains 27263 members 
Entering Unmasked Estep 
Score: -6628752.000000 Penalty: 3233.122559
	Iteration 4Q: 3 clusters Score -6628752 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24684 members 
Mstep: Class 2 contains 27576 members 
Entering Unmasked Estep 
Score: -6629316.500000 Penalty: 3233.122559
	Iteration 5Q: 3 clusters Score -6629316 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24261 members 
Mstep: Class 2 contains 27999 members 
Entering Unmasked Estep 
Score: -6630112.500000 Penalty: 3233.122559
	Iteration 6Q: 3 clusters Score -6630112 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 28536 members 
Entering Unmasked Estep 
Score: -6631207.500000 Penalty: 3233.122559
	Iteration 7Q: 3 clusters Score -6631208 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22994 members 
Mstep: Class 2 contains 29266 members 
Entering Unmasked Estep 
Score: -6632666.500000 Penalty: 3233.122559
	Iteration 8Q: 3 clusters Score -6632666 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21956 members 
Mstep: Class 2 contains 30304 members 
Entering Unmasked Estep 
Score: -6634377.500000 Penalty: 3233.122559
	Iteration 9F: 3 clusters Score -6634378 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20531 members 
Mstep: Class 2 contains 31729 members 
Entering Unmasked Estep 
Score: -6636216.000000 Penalty: 3233.122559
	Iteration 10F: 3 clusters Score -6636216 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 33566 members 
Entering Unmasked Estep 
Score: -6637925.500000 Penalty: 3233.122559
	Iteration 11F: 3 clusters Score -6637926 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 35595 members 
Entering Unmasked Estep 
Score: -6639442.000000 Penalty: 3233.122559
	Iteration 12Q: 3 clusters Score -6639442 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 37763 members 
Entering Unmasked Estep 
Score: -6640844.000000 Penalty: 3233.122559
	Iteration 13Q: 3 clusters Score -6640844 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 39961 members 
Entering Unmasked Estep 
Score: -6642204.000000 Penalty: 3233.122559
	Iteration 14Q: 3 clusters Score -6642204 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 42043 members 
Entering Unmasked Estep 
Score: -6643342.500000 Penalty: 3233.122559
	Iteration 15Q: 3 clusters Score -6643342 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 43873 members 
Entering Unmasked Estep 
Score: -6644210.500000 Penalty: 3233.122559
	Iteration 16Q: 3 clusters Score -6644210 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 45377 members 
Entering Unmasked Estep 
Score: -6644904.500000 Penalty: 3233.122559
	Iteration 17Q: 3 clusters Score -6644904 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 46510 members 
Entering Unmasked Estep 
Score: -6645307.500000 Penalty: 3233.122559
	Iteration 18Q: 3 clusters Score -6645308 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 47349 members 
Entering Unmasked Estep 
Score: -6645648.500000 Penalty: 3233.122559
	Iteration 19Q: 3 clusters Score -6645648 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 47991 members 
Entering Unmasked Estep 
Score: -6645860.500000 Penalty: 3233.122559
	Iteration 20F: 3 clusters Score -6645860 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 48449 members 
Entering Unmasked Estep 
Score: -6646008.500000 Penalty: 3233.122559
	Iteration 21Q: 3 clusters Score -6646008 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 48791 members 
Entering Unmasked Estep 
Score: -6646128.000000 Penalty: 3233.122559
	Iteration 22Q: 3 clusters Score -6646128 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 49063 members 
Entering Unmasked Estep 
Score: -6646223.000000 Penalty: 3233.122559
	Iteration 23Q: 3 clusters Score -6646223 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 49266 members 
Entering Unmasked Estep 
Score: -6646283.500000 Penalty: 3233.122559
	Iteration 24Q: 3 clusters Score -6646284 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 49413 members 
Entering Unmasked Estep 
Score: -6646303.000000 Penalty: 3233.122559
	Iteration 25Q: 3 clusters Score -6646303 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 49560 members 
Entering Unmasked Estep 
Score: -6646339.500000 Penalty: 3233.122559
	Iteration 26Q: 3 clusters Score -6646340 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 49687 members 
Entering Unmasked Estep 
Score: -6646369.000000 Penalty: 3233.122559
	Iteration 27Q: 3 clusters Score -6646369 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 49794 members 
Entering Unmasked Estep 
Score: -6646388.500000 Penalty: 3233.122559
	Iteration 28Q: 3 clusters Score -6646388 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 49880 members 
Entering Unmasked Estep 
Score: -6646405.500000 Penalty: 3233.122559
	Iteration 29Q: 3 clusters Score -6646406 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 49936 members 
Entering Unmasked Estep 
Score: -6646414.000000 Penalty: 3233.122559
	Iteration 30Q: 3 clusters Score -6646414 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 49969 members 
Entering Unmasked Estep 
Score: -6646430.000000 Penalty: 3233.122559
	Iteration 31Q: 3 clusters Score -6646430 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 49996 members 
Entering Unmasked Estep 
Score: -6646433.500000 Penalty: 3233.122559
	Iteration 32Q: 3 clusters Score -6646434 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 50017 members 
Entering Unmasked Estep 
Score: -6646428.000000 Penalty: 3233.122559
	Iteration 33Q: 3 clusters Score -6646428 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 50034 members 
Entering Unmasked Estep 
Score: -6646431.500000 Penalty: 3233.122559
	Iteration 34Q: 3 clusters Score -6646432 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 50050 members 
Entering Unmasked Estep 
Score: -6646432.000000 Penalty: 3233.122559
	Iteration 35Q: 3 clusters Score -6646432 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 50060 members 
Entering Unmasked Estep 
Score: -6646439.000000 Penalty: 3233.122559
	Iteration 36Q: 3 clusters Score -6646439 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 50069 members 
Entering Unmasked Estep 
Score: -6646444.500000 Penalty: 3233.122559
	Iteration 37Q: 3 clusters Score -6646444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 50081 members 
Entering Unmasked Estep 
Score: -6646446.000000 Penalty: 3233.122559
	Iteration 38Q: 3 clusters Score -6646446 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 50094 members 
Entering Unmasked Estep 
Score: -6646440.500000 Penalty: 3233.122559
	Iteration 39Q: 3 clusters Score -6646440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 50106 members 
Entering Unmasked Estep 
Score: -6646440.000000 Penalty: 3233.122559
	Iteration 40F: 3 clusters Score -6646440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 50113 members 
Entering Unmasked Estep 
Score: -6646445.000000 Penalty: 3233.122559
	Iteration 41Q: 3 clusters Score -6646445 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 50125 members 
Entering Unmasked Estep 
Score: -6646458.500000 Penalty: 3233.122559
	Iteration 42Q: 3 clusters Score -6646458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 50131 members 
Entering Unmasked Estep 
Score: -6646458.500000 Penalty: 3233.122559
	Iteration 43Q: 3 clusters Score -6646458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 50135 members 
Entering Unmasked Estep 
Score: -6646456.000000 Penalty: 3233.122559
	Iteration 44Q: 3 clusters Score -6646456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 50145 members 
Entering Unmasked Estep 
Score: -6646454.500000 Penalty: 3233.122559
	Iteration 45Q: 3 clusters Score -6646454 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 50156 members 
Entering Unmasked Estep 
Score: -6646454.000000 Penalty: 3233.122559
	Iteration 46Q: 3 clusters Score -6646454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 50164 members 
Entering Unmasked Estep 
Score: -6646458.500000 Penalty: 3233.122559
	Iteration 47Q: 3 clusters Score -6646458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 50174 members 
Entering Unmasked Estep 
Score: -6646455.500000 Penalty: 3233.122559
	Iteration 48Q: 3 clusters Score -6646456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 50180 members 
Entering Unmasked Estep 
Score: -6646469.000000 Penalty: 3233.122559
	Iteration 49Q: 3 clusters Score -6646469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 50182 members 
Entering Unmasked Estep 
Score: -6646466.500000 Penalty: 3233.122559
	Iteration 50Q: 3 clusters Score -6646466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 50184 members 
Entering Unmasked Estep 
Score: -6646466.000000 Penalty: 3233.122559
	Iteration 51Q: 3 clusters Score -6646466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 50187 members 
Entering Unmasked Estep 
Score: -6646460.500000 Penalty: 3233.122559
	Iteration 52Q: 3 clusters Score -6646460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 50190 members 
Entering Unmasked Estep 
Score: -6646461.000000 Penalty: 3233.122559
	Iteration 53Q: 3 clusters Score -6646461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 50192 members 
Entering Unmasked Estep 
Score: -6646460.500000 Penalty: 3233.122559
	Iteration 54Q: 3 clusters Score -6646460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 50194 members 
Entering Unmasked Estep 
Score: -6646463.500000 Penalty: 3233.122559
	Iteration 55Q: 3 clusters Score -6646464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 50197 members 
Entering Unmasked Estep 
Score: -6646462.500000 Penalty: 3233.122559
	Iteration 56Q: 3 clusters Score -6646462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 50199 members 
Entering Unmasked Estep 
Score: -6646465.500000 Penalty: 3233.122559
	Iteration 57Q: 3 clusters Score -6646466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 50201 members 
Entering Unmasked Estep 
Score: -6646473.000000 Penalty: 3233.122559
	Iteration 58Q: 3 clusters Score -6646473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 50204 members 
Entering Unmasked Estep 
Score: -6646468.000000 Penalty: 3233.122559
	Iteration 59Q: 3 clusters Score -6646468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 50204 members 
Entering Unmasked Estep 
Score: -6646468.000000 Penalty: 3233.122559
	Iteration 60F: 3 clusters Score -6646468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (36340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36340 members 
Entering Unmasked Estep 
Score: -4567672.500000 Penalty: 1562.500366
	Iteration 0F: 2 clusters Score -4567672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
Score: -4544075.000000 Penalty: 3125.000732
	Iteration 0F: 3 clusters Score -4544075 nChanged 16526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -4553123.000000 Penalty: 3125.000732
	Iteration 1F: 3 clusters Score -4553123 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -4553527.500000 Penalty: 3125.000732
	Iteration 2Q: 3 clusters Score -4553528 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -4553905.500000 Penalty: 3125.000732
	Iteration 3Q: 3 clusters Score -4553906 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19763 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -4554271.500000 Penalty: 3125.000732
	Iteration 4Q: 3 clusters Score -4554272 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -4554637.500000 Penalty: 3125.000732
	Iteration 5Q: 3 clusters Score -4554638 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21111 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -4555124.500000 Penalty: 3125.000732
	Iteration 6Q: 3 clusters Score -4555124 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -4555737.000000 Penalty: 3125.000732
	Iteration 7Q: 3 clusters Score -4555737 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23568 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -4556539.000000 Penalty: 3125.000732
	Iteration 8Q: 3 clusters Score -4556539 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25384 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -4557704.000000 Penalty: 3125.000732
	Iteration 9F: 3 clusters Score -4557704 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27489 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -4559255.500000 Penalty: 3125.000732
	Iteration 10F: 3 clusters Score -4559256 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29836 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -4561114.000000 Penalty: 3125.000732
	Iteration 11F: 3 clusters Score -4561114 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32086 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -4563050.500000 Penalty: 3125.000732
	Iteration 12F: 3 clusters Score -4563050 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33763 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -4564475.000000 Penalty: 3125.000732
	Iteration 13Q: 3 clusters Score -4564475 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34807 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -4565328.500000 Penalty: 3125.000732
	Iteration 14Q: 3 clusters Score -4565328 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35360 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -4565826.500000 Penalty: 3125.000732
	Iteration 15Q: 3 clusters Score -4565826 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35652 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -4566098.500000 Penalty: 3125.000732
	Iteration 16Q: 3 clusters Score -4566098 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35799 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -4566225.000000 Penalty: 3125.000732
	Iteration 17Q: 3 clusters Score -4566225 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35881 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -4566301.000000 Penalty: 3125.000732
	Iteration 18Q: 3 clusters Score -4566301 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35931 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -4566364.500000 Penalty: 3125.000732
	Iteration 19Q: 3 clusters Score -4566364 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35960 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -4566396.500000 Penalty: 3125.000732
	Iteration 20F: 3 clusters Score -4566396 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35975 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -4566418.500000 Penalty: 3125.000732
	Iteration 21Q: 3 clusters Score -4566418 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35981 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -4566432.000000 Penalty: 3125.000732
	Iteration 22Q: 3 clusters Score -4566432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35985 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4566434.000000 Penalty: 3125.000732
	Iteration 23Q: 3 clusters Score -4566434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35989 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -4566443.500000 Penalty: 3125.000732
	Iteration 24Q: 3 clusters Score -4566444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35994 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -4566452.000000 Penalty: 3125.000732
	Iteration 25Q: 3 clusters Score -4566452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36000 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -4566460.500000 Penalty: 3125.000732
	Iteration 26Q: 3 clusters Score -4566460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36005 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -4566461.500000 Penalty: 3125.000732
	Iteration 27Q: 3 clusters Score -4566462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36011 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -4566477.000000 Penalty: 3125.000732
	Iteration 28Q: 3 clusters Score -4566477 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36017 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -4566489.000000 Penalty: 3125.000732
	Iteration 29Q: 3 clusters Score -4566489 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36026 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -4566507.000000 Penalty: 3125.000732
	Iteration 30Q: 3 clusters Score -4566507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36031 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -4566514.500000 Penalty: 3125.000732
	Iteration 31Q: 3 clusters Score -4566514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36035 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -4566518.000000 Penalty: 3125.000732
	Iteration 32Q: 3 clusters Score -4566518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36038 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -4566528.000000 Penalty: 3125.000732
	Iteration 33Q: 3 clusters Score -4566528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36037 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -4566530.000000 Penalty: 3125.000732
	Iteration 34Q: 3 clusters Score -4566530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36037 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -4566530.000000 Penalty: 3125.000732
	Iteration 35F: 3 clusters Score -4566530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (21940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21940 members 
Entering Unmasked Estep 
Score: -2777289.750000 Penalty: 1487.414795
	Iteration 0F: 2 clusters Score -2777290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -2763124.500000 Penalty: 2974.829590
	Iteration 0F: 3 clusters Score -2763124 nChanged 9669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -2768297.250000 Penalty: 2974.829590
	Iteration 1F: 3 clusters Score -2768297 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -2768899.000000 Penalty: 2974.829590
	Iteration 2F: 3 clusters Score -2768899 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -2769542.250000 Penalty: 2974.829590
	Iteration 3F: 3 clusters Score -2769542 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -2770196.500000 Penalty: 2974.829590
	Iteration 4F: 3 clusters Score -2770196 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -2770981.500000 Penalty: 2974.829590
	Iteration 5F: 3 clusters Score -2770982 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -2771888.250000 Penalty: 2974.829590
	Iteration 6F: 3 clusters Score -2771888 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -2772881.750000 Penalty: 2974.829590
	Iteration 7F: 3 clusters Score -2772882 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -2773723.500000 Penalty: 2974.829590
	Iteration 8F: 3 clusters Score -2773724 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -2774402.250000 Penalty: 2974.829590
	Iteration 9Q: 3 clusters Score -2774402 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -2774905.000000 Penalty: 2974.829590
	Iteration 10Q: 3 clusters Score -2774905 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -2775263.000000 Penalty: 2974.829590
	Iteration 11Q: 3 clusters Score -2775263 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -2775512.750000 Penalty: 2974.829590
	Iteration 12Q: 3 clusters Score -2775513 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -2775685.250000 Penalty: 2974.829590
	Iteration 13Q: 3 clusters Score -2775685 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -2775828.250000 Penalty: 2974.829590
	Iteration 14Q: 3 clusters Score -2775828 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -2775942.750000 Penalty: 2974.829590
	Iteration 15Q: 3 clusters Score -2775943 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -2776043.500000 Penalty: 2974.829590
	Iteration 16Q: 3 clusters Score -2776044 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -2776107.500000 Penalty: 2974.829590
	Iteration 17Q: 3 clusters Score -2776108 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -2776159.750000 Penalty: 2974.829590
	Iteration 18Q: 3 clusters Score -2776160 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -2776203.000000 Penalty: 2974.829590
	Iteration 19Q: 3 clusters Score -2776203 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19669 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -2776229.750000 Penalty: 2974.829590
	Iteration 20F: 3 clusters Score -2776230 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -2776254.500000 Penalty: 2974.829590
	Iteration 21Q: 3 clusters Score -2776254 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -2776266.250000 Penalty: 2974.829590
	Iteration 22Q: 3 clusters Score -2776266 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -2776286.750000 Penalty: 2974.829590
	Iteration 23Q: 3 clusters Score -2776287 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -2776298.750000 Penalty: 2974.829590
	Iteration 24Q: 3 clusters Score -2776299 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -2776302.500000 Penalty: 2974.829590
	Iteration 25Q: 3 clusters Score -2776302 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -2776314.500000 Penalty: 2974.829590
	Iteration 26Q: 3 clusters Score -2776314 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -2776323.000000 Penalty: 2974.829590
	Iteration 27Q: 3 clusters Score -2776323 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -2776330.500000 Penalty: 2974.829590
	Iteration 28Q: 3 clusters Score -2776330 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2776340.750000 Penalty: 2974.829590
	Iteration 29Q: 3 clusters Score -2776341 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -2776350.500000 Penalty: 2974.829590
	Iteration 30Q: 3 clusters Score -2776350 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -2776366.750000 Penalty: 2974.829590
	Iteration 31Q: 3 clusters Score -2776367 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -2776376.250000 Penalty: 2974.829590
	Iteration 32Q: 3 clusters Score -2776376 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -2776384.500000 Penalty: 2974.829590
	Iteration 33Q: 3 clusters Score -2776384 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -2776385.250000 Penalty: 2974.829590
	Iteration 34Q: 3 clusters Score -2776385 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2776386.000000 Penalty: 2974.829590
	Iteration 35Q: 3 clusters Score -2776386 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20246 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2776391.250000 Penalty: 2974.829590
	Iteration 36Q: 3 clusters Score -2776391 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -2776399.500000 Penalty: 2974.829590
	Iteration 37Q: 3 clusters Score -2776400 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2776399.750000 Penalty: 2974.829590
	Iteration 38Q: 3 clusters Score -2776400 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2776412.750000 Penalty: 2974.829590
	Iteration 39Q: 3 clusters Score -2776413 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2776419.250000 Penalty: 2974.829590
	Iteration 40F: 3 clusters Score -2776419 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2776430.000000 Penalty: 2974.829590
	Iteration 41Q: 3 clusters Score -2776430 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20371 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2776430.500000 Penalty: 2974.829590
	Iteration 42Q: 3 clusters Score -2776430 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2776439.500000 Penalty: 2974.829590
	Iteration 43Q: 3 clusters Score -2776440 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2776448.500000 Penalty: 2974.829590
	Iteration 44Q: 3 clusters Score -2776448 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2776454.750000 Penalty: 2974.829590
	Iteration 45Q: 3 clusters Score -2776455 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2776450.500000 Penalty: 2974.829590
	Iteration 46Q: 3 clusters Score -2776450 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2776452.000000 Penalty: 2974.829590
	Iteration 47Q: 3 clusters Score -2776452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2776459.250000 Penalty: 2974.829590
	Iteration 48Q: 3 clusters Score -2776459 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2776460.750000 Penalty: 2974.829590
	Iteration 49Q: 3 clusters Score -2776461 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2776466.250000 Penalty: 2974.829590
	Iteration 50Q: 3 clusters Score -2776466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -2776465.500000 Penalty: 2974.829590
	Iteration 51Q: 3 clusters Score -2776466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20513 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2776467.250000 Penalty: 2974.829590
	Iteration 52Q: 3 clusters Score -2776467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2776465.000000 Penalty: 2974.829590
	Iteration 53Q: 3 clusters Score -2776465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2776464.750000 Penalty: 2974.829590
	Iteration 54Q: 3 clusters Score -2776465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2776463.750000 Penalty: 2974.829590
	Iteration 55Q: 3 clusters Score -2776464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2776463.750000 Penalty: 2974.829590
	Iteration 56F: 3 clusters Score -2776464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Entering Unmasked Estep 
Score: -891283.000000 Penalty: 1321.161987
	Iteration 0F: 2 clusters Score -891283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -886330.625000 Penalty: 2642.323975
	Iteration 0F: 3 clusters Score -886330.6 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -887908.500000 Penalty: 2642.323975
	Iteration 1F: 3 clusters Score -887908.5 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -888160.125000 Penalty: 2642.323975
	Iteration 2F: 3 clusters Score -888160.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -888348.312500 Penalty: 2642.323975
	Iteration 3F: 3 clusters Score -888348.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -888496.812500 Penalty: 2642.323975
	Iteration 4Q: 3 clusters Score -888496.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -888644.250000 Penalty: 2642.323975
	Iteration 5Q: 3 clusters Score -888644.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -888795.625000 Penalty: 2642.323975
	Iteration 6Q: 3 clusters Score -888795.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -888974.062500 Penalty: 2642.323975
	Iteration 7Q: 3 clusters Score -888974.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -889139.125000 Penalty: 2642.323975
	Iteration 8Q: 3 clusters Score -889139.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -889316.875000 Penalty: 2642.323975
	Iteration 9Q: 3 clusters Score -889316.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -889474.062500 Penalty: 2642.323975
	Iteration 10Q: 3 clusters Score -889474.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -889607.500000 Penalty: 2642.323975
	Iteration 11Q: 3 clusters Score -889607.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -889735.500000 Penalty: 2642.323975
	Iteration 12Q: 3 clusters Score -889735.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -889853.375000 Penalty: 2642.323975
	Iteration 13Q: 3 clusters Score -889853.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -889950.250000 Penalty: 2642.323975
	Iteration 14Q: 3 clusters Score -889950.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -890006.375000 Penalty: 2642.323975
	Iteration 15Q: 3 clusters Score -890006.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -890048.687500 Penalty: 2642.323975
	Iteration 16Q: 3 clusters Score -890048.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -890082.875000 Penalty: 2642.323975
	Iteration 17Q: 3 clusters Score -890082.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -890115.312500 Penalty: 2642.323975
	Iteration 18Q: 3 clusters Score -890115.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -890138.125000 Penalty: 2642.323975
	Iteration 19Q: 3 clusters Score -890138.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -890157.125000 Penalty: 2642.323975
	Iteration 20F: 3 clusters Score -890157.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -890166.437500 Penalty: 2642.323975
	Iteration 21Q: 3 clusters Score -890166.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -890176.375000 Penalty: 2642.323975
	Iteration 22Q: 3 clusters Score -890176.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -890190.312500 Penalty: 2642.323975
	Iteration 23Q: 3 clusters Score -890190.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -890199.500000 Penalty: 2642.323975
	Iteration 24Q: 3 clusters Score -890199.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -890208.000000 Penalty: 2642.323975
	Iteration 25Q: 3 clusters Score -890208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -890212.687500 Penalty: 2642.323975
	Iteration 26Q: 3 clusters Score -890212.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -890217.625000 Penalty: 2642.323975
	Iteration 27Q: 3 clusters Score -890217.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -890223.562500 Penalty: 2642.323975
	Iteration 28Q: 3 clusters Score -890223.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -890227.625000 Penalty: 2642.323975
	Iteration 29Q: 3 clusters Score -890227.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -890230.187500 Penalty: 2642.323975
	Iteration 30Q: 3 clusters Score -890230.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -890230.812500 Penalty: 2642.323975
	Iteration 31Q: 3 clusters Score -890230.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -890231.562500 Penalty: 2642.323975
	Iteration 32Q: 3 clusters Score -890231.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -890232.250000 Penalty: 2642.323975
	Iteration 33Q: 3 clusters Score -890232.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -890232.250000 Penalty: 2642.323975
	Iteration 34F: 3 clusters Score -890232.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Entering Unmasked Estep 
Score: -2469058.750000 Penalty: 1470.647949
	Iteration 0F: 2 clusters Score -2469059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -2456094.500000 Penalty: 2941.295898
	Iteration 0F: 3 clusters Score -2456094 nChanged 8767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -2461052.250000 Penalty: 2941.295898
	Iteration 1F: 3 clusters Score -2461052 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -2461464.250000 Penalty: 2941.295898
	Iteration 2F: 3 clusters Score -2461464 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -2461726.500000 Penalty: 2941.295898
	Iteration 3Q: 3 clusters Score -2461726 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -2461908.750000 Penalty: 2941.295898
	Iteration 4Q: 3 clusters Score -2461909 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -2462076.500000 Penalty: 2941.295898
	Iteration 5Q: 3 clusters Score -2462076 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -2462212.750000 Penalty: 2941.295898
	Iteration 6Q: 3 clusters Score -2462213 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -2462313.000000 Penalty: 2941.295898
	Iteration 7Q: 3 clusters Score -2462313 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -2462422.750000 Penalty: 2941.295898
	Iteration 8Q: 3 clusters Score -2462423 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -2462525.000000 Penalty: 2941.295898
	Iteration 9Q: 3 clusters Score -2462525 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -2462647.500000 Penalty: 2941.295898
	Iteration 10Q: 3 clusters Score -2462648 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -2462818.000000 Penalty: 2941.295898
	Iteration 11Q: 3 clusters Score -2462818 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -2463027.500000 Penalty: 2941.295898
	Iteration 12Q: 3 clusters Score -2463028 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -2463311.250000 Penalty: 2941.295898
	Iteration 13Q: 3 clusters Score -2463311 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -2463700.500000 Penalty: 2941.295898
	Iteration 14Q: 3 clusters Score -2463700 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -2464229.500000 Penalty: 2941.295898
	Iteration 15Q: 3 clusters Score -2464230 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -2464883.000000 Penalty: 2941.295898
	Iteration 16F: 3 clusters Score -2464883 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -2465634.750000 Penalty: 2941.295898
	Iteration 17Q: 3 clusters Score -2465635 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -2466345.500000 Penalty: 2941.295898
	Iteration 18Q: 3 clusters Score -2466346 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2466946.750000 Penalty: 2941.295898
	Iteration 19Q: 3 clusters Score -2466947 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2467333.250000 Penalty: 2941.295898
	Iteration 20F: 3 clusters Score -2467333 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2467577.500000 Penalty: 2941.295898
	Iteration 21Q: 3 clusters Score -2467578 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2467696.250000 Penalty: 2941.295898
	Iteration 22Q: 3 clusters Score -2467696 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2467769.250000 Penalty: 2941.295898
	Iteration 23Q: 3 clusters Score -2467769 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19278 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2467818.000000 Penalty: 2941.295898
	Iteration 24Q: 3 clusters Score -2467818 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2467843.000000 Penalty: 2941.295898
	Iteration 25Q: 3 clusters Score -2467843 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2467868.750000 Penalty: 2941.295898
	Iteration 26Q: 3 clusters Score -2467869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2467873.000000 Penalty: 2941.295898
	Iteration 27Q: 3 clusters Score -2467873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2467878.750000 Penalty: 2941.295898
	Iteration 28Q: 3 clusters Score -2467879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2467880.500000 Penalty: 2941.295898
	Iteration 29Q: 3 clusters Score -2467880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2467885.500000 Penalty: 2941.295898
	Iteration 30Q: 3 clusters Score -2467886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2467889.750000 Penalty: 2941.295898
	Iteration 31Q: 3 clusters Score -2467890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2467895.750000 Penalty: 2941.295898
	Iteration 32Q: 3 clusters Score -2467896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -2467896.500000 Penalty: 2941.295898
	Iteration 33Q: 3 clusters Score -2467896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -2467896.500000 Penalty: 2941.295898
	Iteration 34F: 3 clusters Score -2467896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Entering Unmasked Estep 
Score: -68655.625000 Penalty: 983.069580
	Iteration 0F: 2 clusters Score -68655.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -67564.648438 Penalty: 1966.139160
	Iteration 0F: 3 clusters Score -67564.65 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -67813.953125 Penalty: 1966.139160
	Iteration 1F: 3 clusters Score -67813.95 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -67921.781250 Penalty: 1966.139160
	Iteration 2F: 3 clusters Score -67921.78 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -67994.187500 Penalty: 1966.139160
	Iteration 3Q: 3 clusters Score -67994.19 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -68056.031250 Penalty: 1966.139160
	Iteration 4Q: 3 clusters Score -68056.03 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -68094.742188 Penalty: 1966.139160
	Iteration 5Q: 3 clusters Score -68094.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -68111.515625 Penalty: 1966.139160
	Iteration 6Q: 3 clusters Score -68111.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -68153.812500 Penalty: 1966.139160
	Iteration 7Q: 3 clusters Score -68153.81 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -68240.210938 Penalty: 1966.139160
	Iteration 8Q: 3 clusters Score -68240.21 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -68394.765625 Penalty: 1966.139160
	Iteration 9Q: 3 clusters Score -68394.77 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -68576.968750 Penalty: 1966.139160
	Iteration 10Q: 3 clusters Score -68576.97 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -68724.851562 Penalty: 1966.139160
	Iteration 11Q: 3 clusters Score -68724.85 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -68883.945312 Penalty: 1966.139160
	Iteration 12Q: 3 clusters Score -68883.95 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -69008.296875 Penalty: 1966.139160
	Iteration 13Q: 3 clusters Score -69008.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -69077.609375 Penalty: 1966.139160
	Iteration 14Q: 3 clusters Score -69077.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -69114.867188 Penalty: 1966.139160
	Iteration 15Q: 3 clusters Score -69114.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -69139.382812 Penalty: 1966.139160
	Iteration 16Q: 3 clusters Score -69139.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -69160.523438 Penalty: 1966.139160
	Iteration 17Q: 3 clusters Score -69160.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -69180.093750 Penalty: 1966.139160
	Iteration 18Q: 3 clusters Score -69180.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -69187.945312 Penalty: 1966.139160
	Iteration 19Q: 3 clusters Score -69187.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -69195.031250 Penalty: 1966.139160
	Iteration 20F: 3 clusters Score -69195.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -69199.015625 Penalty: 1966.139160
	Iteration 21Q: 3 clusters Score -69199.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -69199.015625 Penalty: 1966.139160
	Iteration 22F: 3 clusters Score -69199.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1774 members 
Mstep: Class 4 contains 40265 members 
Mstep: Class 5 contains 10103 members 
Mstep: Class 6 contains 38251 members 
Mstep: Class 7 contains 31963 members 
Mstep: Class 8 contains 4107 members 
Mstep: Class 9 contains 6936 members 
Mstep: Class 10 contains 8626 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 21794 members 
Mstep: Class 13 contains 14991 members 
Mstep: Class 14 contains 11432 members 
Mstep: Class 15 contains 1653 members 
Mstep: Class 16 contains 3874 members 
Mstep: Class 17 contains 52260 members 
Mstep: Class 18 contains 36340 members 
Mstep: Class 19 contains 21940 members 
Mstep: Class 20 contains 7178 members 
Mstep: Class 21 contains 19602 members 
Mstep: Class 22 contains 447 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35664 members 
Mstep: Class 25 contains 13794 members 
Mstep: Class 26 contains 5740 members 
Mstep: Class 27 contains 51788 members 
Mstep: Class 28 contains 11107 members 
Mstep: Class 29 contains 66561 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16021 members 
Mstep: Class 33 contains 1182 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62739 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20402 members 
Mstep: Class 42 contains 293 members 
Entering Unmasked Estep 
Score: -80992264.000000 Penalty: 83809.710938
Splitting cluster 22 changes total score from -80992624.000000 to -80992264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Entering Unmasked Estep 
Score: -12916.958984 Penalty: 729.904907
	Iteration 0F: 2 clusters Score -12916.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -12510.771484 Penalty: 1459.809814
	Iteration 0F: 3 clusters Score -12510.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -12529.568359 Penalty: 1459.809814
	Iteration 1Q: 3 clusters Score -12529.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -12529.568359 Penalty: 1459.809814
	Iteration 2F: 3 clusters Score -12529.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (35664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35664 members 
Entering Unmasked Estep 
Score: -4509805.000000 Penalty: 1559.706299
	Iteration 0F: 2 clusters Score -4509805 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -4486612.500000 Penalty: 3119.412598
	Iteration 0F: 3 clusters Score -4486612 nChanged 16232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -4495373.500000 Penalty: 3119.412598
	Iteration 1F: 3 clusters Score -4495374 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -4495905.500000 Penalty: 3119.412598
	Iteration 2Q: 3 clusters Score -4495906 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -4496407.500000 Penalty: 3119.412598
	Iteration 3Q: 3 clusters Score -4496408 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16725 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -4496973.500000 Penalty: 3119.412598
	Iteration 4Q: 3 clusters Score -4496974 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -4497669.500000 Penalty: 3119.412598
	Iteration 5Q: 3 clusters Score -4497670 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 20530 members 
Entering Unmasked Estep 
Score: -4498478.000000 Penalty: 3119.412598
	Iteration 6F: 3 clusters Score -4498478 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
Score: -4499353.000000 Penalty: 3119.412598
	Iteration 7F: 3 clusters Score -4499353 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 23018 members 
Entering Unmasked Estep 
Score: -4500307.500000 Penalty: 3119.412598
	Iteration 8F: 3 clusters Score -4500308 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 24456 members 
Entering Unmasked Estep 
Score: -4501210.500000 Penalty: 3119.412598
	Iteration 9F: 3 clusters Score -4501210 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 25914 members 
Entering Unmasked Estep 
Score: -4502150.000000 Penalty: 3119.412598
	Iteration 10Q: 3 clusters Score -4502150 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 27408 members 
Entering Unmasked Estep 
Score: -4502997.000000 Penalty: 3119.412598
	Iteration 11Q: 3 clusters Score -4502997 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 28904 members 
Entering Unmasked Estep 
Score: -4503890.000000 Penalty: 3119.412598
	Iteration 12Q: 3 clusters Score -4503890 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 30280 members 
Entering Unmasked Estep 
Score: -4504762.500000 Penalty: 3119.412598
	Iteration 13Q: 3 clusters Score -4504762 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 31584 members 
Entering Unmasked Estep 
Score: -4505635.000000 Penalty: 3119.412598
	Iteration 14Q: 3 clusters Score -4505635 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 32716 members 
Entering Unmasked Estep 
Score: -4506473.000000 Penalty: 3119.412598
	Iteration 15Q: 3 clusters Score -4506473 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 33602 members 
Entering Unmasked Estep 
Score: -4507127.000000 Penalty: 3119.412598
	Iteration 16Q: 3 clusters Score -4507127 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 34228 members 
Entering Unmasked Estep 
Score: -4507629.000000 Penalty: 3119.412598
	Iteration 17Q: 3 clusters Score -4507629 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 34628 members 
Entering Unmasked Estep 
Score: -4507962.000000 Penalty: 3119.412598
	Iteration 18Q: 3 clusters Score -4507962 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 34861 members 
Entering Unmasked Estep 
Score: -4508132.000000 Penalty: 3119.412598
	Iteration 19Q: 3 clusters Score -4508132 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 35005 members 
Entering Unmasked Estep 
Score: -4508237.000000 Penalty: 3119.412598
	Iteration 20F: 3 clusters Score -4508237 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 35112 members 
Entering Unmasked Estep 
Score: -4508341.000000 Penalty: 3119.412598
	Iteration 21Q: 3 clusters Score -4508341 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 35185 members 
Entering Unmasked Estep 
Score: -4508426.500000 Penalty: 3119.412598
	Iteration 22Q: 3 clusters Score -4508426 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 35219 members 
Entering Unmasked Estep 
Score: -4508463.500000 Penalty: 3119.412598
	Iteration 23Q: 3 clusters Score -4508464 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 35253 members 
Entering Unmasked Estep 
Score: -4508508.000000 Penalty: 3119.412598
	Iteration 24Q: 3 clusters Score -4508508 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 35274 members 
Entering Unmasked Estep 
Score: -4508545.500000 Penalty: 3119.412598
	Iteration 25Q: 3 clusters Score -4508546 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 35289 members 
Entering Unmasked Estep 
Score: -4508571.500000 Penalty: 3119.412598
	Iteration 26Q: 3 clusters Score -4508572 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 35300 members 
Entering Unmasked Estep 
Score: -4508596.500000 Penalty: 3119.412598
	Iteration 27Q: 3 clusters Score -4508596 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 35305 members 
Entering Unmasked Estep 
Score: -4508613.500000 Penalty: 3119.412598
	Iteration 28Q: 3 clusters Score -4508614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 35304 members 
Entering Unmasked Estep 
Score: -4508619.000000 Penalty: 3119.412598
	Iteration 29Q: 3 clusters Score -4508619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 35304 members 
Entering Unmasked Estep 
Score: -4508620.000000 Penalty: 3119.412598
	Iteration 30Q: 3 clusters Score -4508620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 35304 members 
Entering Unmasked Estep 
Score: -4508622.000000 Penalty: 3119.412598
	Iteration 31Q: 3 clusters Score -4508622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 35305 members 
Entering Unmasked Estep 
Score: -4508627.500000 Penalty: 3119.412598
	Iteration 32Q: 3 clusters Score -4508628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 35305 members 
Entering Unmasked Estep 
Score: -4508627.500000 Penalty: 3119.412598
	Iteration 33F: 3 clusters Score -4508628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Entering Unmasked Estep 
Score: -1668661.125000 Penalty: 1418.359985
	Iteration 0F: 2 clusters Score -1668661 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1659525.500000 Penalty: 2836.719971
	Iteration 0F: 3 clusters Score -1659526 nChanged 5879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1662640.125000 Penalty: 2836.719971
	Iteration 1F: 3 clusters Score -1662640 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1663007.750000 Penalty: 2836.719971
	Iteration 2F: 3 clusters Score -1663008 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1663334.750000 Penalty: 2836.719971
	Iteration 3F: 3 clusters Score -1663335 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1663639.250000 Penalty: 2836.719971
	Iteration 4Q: 3 clusters Score -1663639 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1663947.500000 Penalty: 2836.719971
	Iteration 5Q: 3 clusters Score -1663948 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1664277.500000 Penalty: 2836.719971
	Iteration 6Q: 3 clusters Score -1664278 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1664614.625000 Penalty: 2836.719971
	Iteration 7Q: 3 clusters Score -1664615 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1664982.375000 Penalty: 2836.719971
	Iteration 8Q: 3 clusters Score -1664982 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1665337.500000 Penalty: 2836.719971
	Iteration 9Q: 3 clusters Score -1665338 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1665686.875000 Penalty: 2836.719971
	Iteration 10Q: 3 clusters Score -1665687 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1666031.125000 Penalty: 2836.719971
	Iteration 11Q: 3 clusters Score -1666031 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1666273.250000 Penalty: 2836.719971
	Iteration 12Q: 3 clusters Score -1666273 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1666460.625000 Penalty: 2836.719971
	Iteration 13Q: 3 clusters Score -1666461 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1666608.500000 Penalty: 2836.719971
	Iteration 14Q: 3 clusters Score -1666608 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1666702.750000 Penalty: 2836.719971
	Iteration 15Q: 3 clusters Score -1666703 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1666754.125000 Penalty: 2836.719971
	Iteration 16Q: 3 clusters Score -1666754 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1666786.750000 Penalty: 2836.719971
	Iteration 17Q: 3 clusters Score -1666787 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1666817.000000 Penalty: 2836.719971
	Iteration 18Q: 3 clusters Score -1666817 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1666835.750000 Penalty: 2836.719971
	Iteration 19Q: 3 clusters Score -1666836 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1666853.125000 Penalty: 2836.719971
	Iteration 20F: 3 clusters Score -1666853 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1666865.875000 Penalty: 2836.719971
	Iteration 21Q: 3 clusters Score -1666866 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1666874.250000 Penalty: 2836.719971
	Iteration 22Q: 3 clusters Score -1666874 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1666896.875000 Penalty: 2836.719971
	Iteration 23Q: 3 clusters Score -1666897 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1666912.750000 Penalty: 2836.719971
	Iteration 24Q: 3 clusters Score -1666913 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1666933.000000 Penalty: 2836.719971
	Iteration 25Q: 3 clusters Score -1666933 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1666941.875000 Penalty: 2836.719971
	Iteration 26Q: 3 clusters Score -1666942 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1666950.125000 Penalty: 2836.719971
	Iteration 27Q: 3 clusters Score -1666950 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1666969.875000 Penalty: 2836.719971
	Iteration 28Q: 3 clusters Score -1666970 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1666982.625000 Penalty: 2836.719971
	Iteration 29Q: 3 clusters Score -1666983 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1667006.500000 Penalty: 2836.719971
	Iteration 30Q: 3 clusters Score -1667006 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1667044.375000 Penalty: 2836.719971
	Iteration 31Q: 3 clusters Score -1667044 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1667069.000000 Penalty: 2836.719971
	Iteration 32Q: 3 clusters Score -1667069 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1667098.625000 Penalty: 2836.719971
	Iteration 33Q: 3 clusters Score -1667099 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1667120.375000 Penalty: 2836.719971
	Iteration 34Q: 3 clusters Score -1667120 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1667152.125000 Penalty: 2836.719971
	Iteration 35Q: 3 clusters Score -1667152 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1667173.500000 Penalty: 2836.719971
	Iteration 36Q: 3 clusters Score -1667174 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1667190.125000 Penalty: 2836.719971
	Iteration 37Q: 3 clusters Score -1667190 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1667211.000000 Penalty: 2836.719971
	Iteration 38Q: 3 clusters Score -1667211 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1667220.000000 Penalty: 2836.719971
	Iteration 39Q: 3 clusters Score -1667220 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1667238.500000 Penalty: 2836.719971
	Iteration 40F: 3 clusters Score -1667238 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1667251.750000 Penalty: 2836.719971
	Iteration 41Q: 3 clusters Score -1667252 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1667263.875000 Penalty: 2836.719971
	Iteration 42Q: 3 clusters Score -1667264 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1667277.250000 Penalty: 2836.719971
	Iteration 43Q: 3 clusters Score -1667277 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1667286.250000 Penalty: 2836.719971
	Iteration 44Q: 3 clusters Score -1667286 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1667296.000000 Penalty: 2836.719971
	Iteration 45Q: 3 clusters Score -1667296 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1667301.625000 Penalty: 2836.719971
	Iteration 46Q: 3 clusters Score -1667302 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1667308.375000 Penalty: 2836.719971
	Iteration 47Q: 3 clusters Score -1667308 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1667309.375000 Penalty: 2836.719971
	Iteration 48Q: 3 clusters Score -1667309 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1667317.500000 Penalty: 2836.719971
	Iteration 49Q: 3 clusters Score -1667318 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1667322.750000 Penalty: 2836.719971
	Iteration 50Q: 3 clusters Score -1667323 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1667328.750000 Penalty: 2836.719971
	Iteration 51Q: 3 clusters Score -1667329 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1667334.125000 Penalty: 2836.719971
	Iteration 52Q: 3 clusters Score -1667334 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1667339.625000 Penalty: 2836.719971
	Iteration 53Q: 3 clusters Score -1667340 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1667342.375000 Penalty: 2836.719971
	Iteration 54Q: 3 clusters Score -1667342 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1667351.750000 Penalty: 2836.719971
	Iteration 55Q: 3 clusters Score -1667352 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1667357.000000 Penalty: 2836.719971
	Iteration 56Q: 3 clusters Score -1667357 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1667358.000000 Penalty: 2836.719971
	Iteration 57Q: 3 clusters Score -1667358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1667359.375000 Penalty: 2836.719971
	Iteration 58Q: 3 clusters Score -1667359 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1667362.500000 Penalty: 2836.719971
	Iteration 59Q: 3 clusters Score -1667362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1667366.375000 Penalty: 2836.719971
	Iteration 60F: 3 clusters Score -1667366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1667362.250000 Penalty: 2836.719971
	Iteration 61Q: 3 clusters Score -1667362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1667362.375000 Penalty: 2836.719971
	Iteration 62Q: 3 clusters Score -1667362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1667365.000000 Penalty: 2836.719971
	Iteration 63Q: 3 clusters Score -1667365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1667364.000000 Penalty: 2836.719971
	Iteration 64Q: 3 clusters Score -1667364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1667365.750000 Penalty: 2836.719971
	Iteration 65Q: 3 clusters Score -1667366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1667367.375000 Penalty: 2836.719971
	Iteration 66Q: 3 clusters Score -1667367 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -1667368.375000 Penalty: 2836.719971
	Iteration 67Q: 3 clusters Score -1667368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1667371.000000 Penalty: 2836.719971
	Iteration 68Q: 3 clusters Score -1667371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1667372.000000 Penalty: 2836.719971
	Iteration 69Q: 3 clusters Score -1667372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1667374.500000 Penalty: 2836.719971
	Iteration 70Q: 3 clusters Score -1667374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1667373.125000 Penalty: 2836.719971
	Iteration 71Q: 3 clusters Score -1667373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1667377.625000 Penalty: 2836.719971
	Iteration 72Q: 3 clusters Score -1667378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1667373.500000 Penalty: 2836.719971
	Iteration 73Q: 3 clusters Score -1667374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1667375.625000 Penalty: 2836.719971
	Iteration 74Q: 3 clusters Score -1667376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1667375.875000 Penalty: 2836.719971
	Iteration 75Q: 3 clusters Score -1667376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1667374.750000 Penalty: 2836.719971
	Iteration 76Q: 3 clusters Score -1667375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1667376.875000 Penalty: 2836.719971
	Iteration 77Q: 3 clusters Score -1667377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1667376.875000 Penalty: 2836.719971
	Iteration 78Q: 3 clusters Score -1667377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1667375.375000 Penalty: 2836.719971
	Iteration 79Q: 3 clusters Score -1667375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1667376.375000 Penalty: 2836.719971
	Iteration 80F: 3 clusters Score -1667376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1667375.750000 Penalty: 2836.719971
	Iteration 81Q: 3 clusters Score -1667376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1667375.750000 Penalty: 2836.719971
	Iteration 82F: 3 clusters Score -1667376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Entering Unmasked Estep 
Score: -668557.437500 Penalty: 1287.895874
	Iteration 0F: 2 clusters Score -668557.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -664434.750000 Penalty: 2575.791748
	Iteration 0F: 3 clusters Score -664434.8 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -665743.937500 Penalty: 2575.791748
	Iteration 1F: 3 clusters Score -665743.9 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -666023.812500 Penalty: 2575.791748
	Iteration 2F: 3 clusters Score -666023.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -666267.937500 Penalty: 2575.791748
	Iteration 3F: 3 clusters Score -666267.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -666482.937500 Penalty: 2575.791748
	Iteration 4Q: 3 clusters Score -666482.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -666680.375000 Penalty: 2575.791748
	Iteration 5Q: 3 clusters Score -666680.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -666874.187500 Penalty: 2575.791748
	Iteration 6Q: 3 clusters Score -666874.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -667060.687500 Penalty: 2575.791748
	Iteration 7Q: 3 clusters Score -667060.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -667198.375000 Penalty: 2575.791748
	Iteration 8Q: 3 clusters Score -667198.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -667298.562500 Penalty: 2575.791748
	Iteration 9Q: 3 clusters Score -667298.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -667380.750000 Penalty: 2575.791748
	Iteration 10Q: 3 clusters Score -667380.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -667456.937500 Penalty: 2575.791748
	Iteration 11Q: 3 clusters Score -667456.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -667508.812500 Penalty: 2575.791748
	Iteration 12Q: 3 clusters Score -667508.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -667556.625000 Penalty: 2575.791748
	Iteration 13Q: 3 clusters Score -667556.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -667586.875000 Penalty: 2575.791748
	Iteration 14Q: 3 clusters Score -667586.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -667614.750000 Penalty: 2575.791748
	Iteration 15Q: 3 clusters Score -667614.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -667635.687500 Penalty: 2575.791748
	Iteration 16Q: 3 clusters Score -667635.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -667652.187500 Penalty: 2575.791748
	Iteration 17Q: 3 clusters Score -667652.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -667664.250000 Penalty: 2575.791748
	Iteration 18Q: 3 clusters Score -667664.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -667676.000000 Penalty: 2575.791748
	Iteration 19Q: 3 clusters Score -667676 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -667691.125000 Penalty: 2575.791748
	Iteration 20F: 3 clusters Score -667691.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -667703.750000 Penalty: 2575.791748
	Iteration 21Q: 3 clusters Score -667703.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -667716.937500 Penalty: 2575.791748
	Iteration 22Q: 3 clusters Score -667716.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -667729.125000 Penalty: 2575.791748
	Iteration 23Q: 3 clusters Score -667729.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -667738.062500 Penalty: 2575.791748
	Iteration 24Q: 3 clusters Score -667738.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -667743.125000 Penalty: 2575.791748
	Iteration 25Q: 3 clusters Score -667743.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -667751.125000 Penalty: 2575.791748
	Iteration 26Q: 3 clusters Score -667751.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -667752.937500 Penalty: 2575.791748
	Iteration 27Q: 3 clusters Score -667752.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -667758.687500 Penalty: 2575.791748
	Iteration 28Q: 3 clusters Score -667758.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -667764.625000 Penalty: 2575.791748
	Iteration 29Q: 3 clusters Score -667764.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -667767.187500 Penalty: 2575.791748
	Iteration 30Q: 3 clusters Score -667767.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -667774.000000 Penalty: 2575.791748
	Iteration 31Q: 3 clusters Score -667774 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -667778.937500 Penalty: 2575.791748
	Iteration 32Q: 3 clusters Score -667778.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -667781.437500 Penalty: 2575.791748
	Iteration 33Q: 3 clusters Score -667781.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -667788.812500 Penalty: 2575.791748
	Iteration 34Q: 3 clusters Score -667788.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -667795.250000 Penalty: 2575.791748
	Iteration 35Q: 3 clusters Score -667795.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -667800.375000 Penalty: 2575.791748
	Iteration 36Q: 3 clusters Score -667800.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -667805.062500 Penalty: 2575.791748
	Iteration 37Q: 3 clusters Score -667805.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -667809.187500 Penalty: 2575.791748
	Iteration 38Q: 3 clusters Score -667809.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -667809.375000 Penalty: 2575.791748
	Iteration 39Q: 3 clusters Score -667809.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -667814.937500 Penalty: 2575.791748
	Iteration 40F: 3 clusters Score -667814.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -667818.000000 Penalty: 2575.791748
	Iteration 41Q: 3 clusters Score -667818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -667821.562500 Penalty: 2575.791748
	Iteration 42Q: 3 clusters Score -667821.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -667823.750000 Penalty: 2575.791748
	Iteration 43Q: 3 clusters Score -667823.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -667823.812500 Penalty: 2575.791748
	Iteration 44Q: 3 clusters Score -667823.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -667825.500000 Penalty: 2575.791748
	Iteration 45Q: 3 clusters Score -667825.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -667825.187500 Penalty: 2575.791748
	Iteration 46Q: 3 clusters Score -667825.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -667825.875000 Penalty: 2575.791748
	Iteration 47Q: 3 clusters Score -667825.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -667825.875000 Penalty: 2575.791748
	Iteration 48F: 3 clusters Score -667825.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (51788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51788 members 
Entering Unmasked Estep 
Score: -6598308.000000 Penalty: 1615.211182
	Iteration 0F: 2 clusters Score -6598308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25966 members 
Mstep: Class 2 contains 25822 members 
Entering Unmasked Estep 
Score: -6565638.000000 Penalty: 3230.422363
	Iteration 0F: 3 clusters Score -6565638 nChanged 23825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26391 members 
Mstep: Class 2 contains 25397 members 
Entering Unmasked Estep 
Score: -6578751.000000 Penalty: 3230.422363
	Iteration 1F: 3 clusters Score -6578751 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26456 members 
Mstep: Class 2 contains 25332 members 
Entering Unmasked Estep 
Score: -6579263.000000 Penalty: 3230.422363
	Iteration 2Q: 3 clusters Score -6579263 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26624 members 
Mstep: Class 2 contains 25164 members 
Entering Unmasked Estep 
Score: -6579820.500000 Penalty: 3230.422363
	Iteration 3Q: 3 clusters Score -6579820 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26907 members 
Mstep: Class 2 contains 24881 members 
Entering Unmasked Estep 
Score: -6580334.000000 Penalty: 3230.422363
	Iteration 4Q: 3 clusters Score -6580334 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27328 members 
Mstep: Class 2 contains 24460 members 
Entering Unmasked Estep 
Score: -6580864.000000 Penalty: 3230.422363
	Iteration 5Q: 3 clusters Score -6580864 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27991 members 
Mstep: Class 2 contains 23797 members 
Entering Unmasked Estep 
Score: -6581365.500000 Penalty: 3230.422363
	Iteration 6Q: 3 clusters Score -6581366 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28938 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -6582014.500000 Penalty: 3230.422363
	Iteration 7Q: 3 clusters Score -6582014 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30210 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -6582733.500000 Penalty: 3230.422363
	Iteration 8Q: 3 clusters Score -6582734 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31816 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -6583616.500000 Penalty: 3230.422363
	Iteration 9Q: 3 clusters Score -6583616 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33741 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -6584696.000000 Penalty: 3230.422363
	Iteration 10Q: 3 clusters Score -6584696 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36063 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -6586024.500000 Penalty: 3230.422363
	Iteration 11F: 3 clusters Score -6586024 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38619 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -6587550.500000 Penalty: 3230.422363
	Iteration 12F: 3 clusters Score -6587550 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41348 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -6589316.500000 Penalty: 3230.422363
	Iteration 13F: 3 clusters Score -6589316 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43994 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -6591119.000000 Penalty: 3230.422363
	Iteration 14F: 3 clusters Score -6591119 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46389 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -6592922.500000 Penalty: 3230.422363
	Iteration 15Q: 3 clusters Score -6592922 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48333 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -6594464.500000 Penalty: 3230.422363
	Iteration 16Q: 3 clusters Score -6594464 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49742 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -6595546.000000 Penalty: 3230.422363
	Iteration 17Q: 3 clusters Score -6595546 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50552 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -6596202.500000 Penalty: 3230.422363
	Iteration 18Q: 3 clusters Score -6596202 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50989 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -6596576.000000 Penalty: 3230.422363
	Iteration 19Q: 3 clusters Score -6596576 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51175 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -6596789.500000 Penalty: 3230.422363
	Iteration 20F: 3 clusters Score -6596790 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51270 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -6596922.000000 Penalty: 3230.422363
	Iteration 21Q: 3 clusters Score -6596922 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51315 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -6596989.500000 Penalty: 3230.422363
	Iteration 22Q: 3 clusters Score -6596990 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51348 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -6597052.000000 Penalty: 3230.422363
	Iteration 23Q: 3 clusters Score -6597052 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51357 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -6597070.000000 Penalty: 3230.422363
	Iteration 24Q: 3 clusters Score -6597070 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51369 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -6597090.500000 Penalty: 3230.422363
	Iteration 25Q: 3 clusters Score -6597090 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51377 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -6597112.000000 Penalty: 3230.422363
	Iteration 26Q: 3 clusters Score -6597112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51383 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -6597124.500000 Penalty: 3230.422363
	Iteration 27Q: 3 clusters Score -6597124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51389 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -6597128.500000 Penalty: 3230.422363
	Iteration 28Q: 3 clusters Score -6597128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51394 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -6597134.000000 Penalty: 3230.422363
	Iteration 29Q: 3 clusters Score -6597134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51397 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -6597137.500000 Penalty: 3230.422363
	Iteration 30Q: 3 clusters Score -6597138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51402 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -6597142.000000 Penalty: 3230.422363
	Iteration 31Q: 3 clusters Score -6597142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51408 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -6597146.500000 Penalty: 3230.422363
	Iteration 32Q: 3 clusters Score -6597146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51413 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -6597158.500000 Penalty: 3230.422363
	Iteration 33Q: 3 clusters Score -6597158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51415 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -6597162.500000 Penalty: 3230.422363
	Iteration 34Q: 3 clusters Score -6597162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51415 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -6597166.500000 Penalty: 3230.422363
	Iteration 35Q: 3 clusters Score -6597166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51414 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -6597167.000000 Penalty: 3230.422363
	Iteration 36Q: 3 clusters Score -6597167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51411 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -6597165.000000 Penalty: 3230.422363
	Iteration 37Q: 3 clusters Score -6597165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51409 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -6597166.000000 Penalty: 3230.422363
	Iteration 38Q: 3 clusters Score -6597166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51408 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -6597164.000000 Penalty: 3230.422363
	Iteration 39Q: 3 clusters Score -6597164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51408 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -6597164.000000 Penalty: 3230.422363
	Iteration 40F: 3 clusters Score -6597164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (11107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Entering Unmasked Estep 
Score: -1399228.750000 Penalty: 1386.121216
	Iteration 0F: 2 clusters Score -1399229 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1391667.625000 Penalty: 2772.242432
	Iteration 0F: 3 clusters Score -1391668 nChanged 4682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1394239.500000 Penalty: 2772.242432
	Iteration 1F: 3 clusters Score -1394240 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1394525.125000 Penalty: 2772.242432
	Iteration 2F: 3 clusters Score -1394525 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1394723.125000 Penalty: 2772.242432
	Iteration 3Q: 3 clusters Score -1394723 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1394838.125000 Penalty: 2772.242432
	Iteration 4Q: 3 clusters Score -1394838 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1394926.125000 Penalty: 2772.242432
	Iteration 5Q: 3 clusters Score -1394926 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1395000.375000 Penalty: 2772.242432
	Iteration 6Q: 3 clusters Score -1395000 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1395068.250000 Penalty: 2772.242432
	Iteration 7Q: 3 clusters Score -1395068 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1395117.250000 Penalty: 2772.242432
	Iteration 8Q: 3 clusters Score -1395117 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1395169.875000 Penalty: 2772.242432
	Iteration 9Q: 3 clusters Score -1395170 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1395202.875000 Penalty: 2772.242432
	Iteration 10Q: 3 clusters Score -1395203 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1395242.375000 Penalty: 2772.242432
	Iteration 11Q: 3 clusters Score -1395242 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1395271.375000 Penalty: 2772.242432
	Iteration 12Q: 3 clusters Score -1395271 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1395296.375000 Penalty: 2772.242432
	Iteration 13Q: 3 clusters Score -1395296 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1395321.750000 Penalty: 2772.242432
	Iteration 14Q: 3 clusters Score -1395322 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1395335.000000 Penalty: 2772.242432
	Iteration 15Q: 3 clusters Score -1395335 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1395349.125000 Penalty: 2772.242432
	Iteration 16Q: 3 clusters Score -1395349 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1395369.000000 Penalty: 2772.242432
	Iteration 17Q: 3 clusters Score -1395369 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1395379.625000 Penalty: 2772.242432
	Iteration 18Q: 3 clusters Score -1395380 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1395394.000000 Penalty: 2772.242432
	Iteration 19Q: 3 clusters Score -1395394 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1395402.750000 Penalty: 2772.242432
	Iteration 20F: 3 clusters Score -1395403 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1395416.375000 Penalty: 2772.242432
	Iteration 21Q: 3 clusters Score -1395416 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1395427.125000 Penalty: 2772.242432
	Iteration 22Q: 3 clusters Score -1395427 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1395440.125000 Penalty: 2772.242432
	Iteration 23Q: 3 clusters Score -1395440 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1395446.875000 Penalty: 2772.242432
	Iteration 24Q: 3 clusters Score -1395447 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1395461.250000 Penalty: 2772.242432
	Iteration 25Q: 3 clusters Score -1395461 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1395470.500000 Penalty: 2772.242432
	Iteration 26Q: 3 clusters Score -1395470 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1395478.625000 Penalty: 2772.242432
	Iteration 27Q: 3 clusters Score -1395479 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1395492.375000 Penalty: 2772.242432
	Iteration 28Q: 3 clusters Score -1395492 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1395496.500000 Penalty: 2772.242432
	Iteration 29Q: 3 clusters Score -1395496 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1395505.750000 Penalty: 2772.242432
	Iteration 30Q: 3 clusters Score -1395506 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1395511.000000 Penalty: 2772.242432
	Iteration 31Q: 3 clusters Score -1395511 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1395525.625000 Penalty: 2772.242432
	Iteration 32Q: 3 clusters Score -1395526 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1395529.250000 Penalty: 2772.242432
	Iteration 33Q: 3 clusters Score -1395529 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1395540.000000 Penalty: 2772.242432
	Iteration 34Q: 3 clusters Score -1395540 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1395544.125000 Penalty: 2772.242432
	Iteration 35Q: 3 clusters Score -1395544 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1395549.375000 Penalty: 2772.242432
	Iteration 36Q: 3 clusters Score -1395549 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1395554.000000 Penalty: 2772.242432
	Iteration 37Q: 3 clusters Score -1395554 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1395567.625000 Penalty: 2772.242432
	Iteration 38Q: 3 clusters Score -1395568 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1395575.875000 Penalty: 2772.242432
	Iteration 39Q: 3 clusters Score -1395576 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1395583.125000 Penalty: 2772.242432
	Iteration 40F: 3 clusters Score -1395583 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1395596.625000 Penalty: 2772.242432
	Iteration 41Q: 3 clusters Score -1395597 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1395608.000000 Penalty: 2772.242432
	Iteration 42Q: 3 clusters Score -1395608 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1395612.250000 Penalty: 2772.242432
	Iteration 43Q: 3 clusters Score -1395612 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1395628.875000 Penalty: 2772.242432
	Iteration 44Q: 3 clusters Score -1395629 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1395644.250000 Penalty: 2772.242432
	Iteration 45Q: 3 clusters Score -1395644 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1395658.750000 Penalty: 2772.242432
	Iteration 46Q: 3 clusters Score -1395659 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1395676.375000 Penalty: 2772.242432
	Iteration 47Q: 3 clusters Score -1395676 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1395693.250000 Penalty: 2772.242432
	Iteration 48Q: 3 clusters Score -1395693 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1395713.500000 Penalty: 2772.242432
	Iteration 49Q: 3 clusters Score -1395714 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1395735.250000 Penalty: 2772.242432
	Iteration 50Q: 3 clusters Score -1395735 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1395768.750000 Penalty: 2772.242432
	Iteration 51Q: 3 clusters Score -1395769 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1395797.750000 Penalty: 2772.242432
	Iteration 52Q: 3 clusters Score -1395798 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1395838.000000 Penalty: 2772.242432
	Iteration 53Q: 3 clusters Score -1395838 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1395886.625000 Penalty: 2772.242432
	Iteration 54Q: 3 clusters Score -1395887 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1395928.875000 Penalty: 2772.242432
	Iteration 55Q: 3 clusters Score -1395929 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1395994.750000 Penalty: 2772.242432
	Iteration 56Q: 3 clusters Score -1395995 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1396067.500000 Penalty: 2772.242432
	Iteration 57Q: 3 clusters Score -1396068 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1396139.750000 Penalty: 2772.242432
	Iteration 58Q: 3 clusters Score -1396140 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1396237.000000 Penalty: 2772.242432
	Iteration 59Q: 3 clusters Score -1396237 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1396336.125000 Penalty: 2772.242432
	Iteration 60F: 3 clusters Score -1396336 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1396477.125000 Penalty: 2772.242432
	Iteration 61Q: 3 clusters Score -1396477 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1396651.000000 Penalty: 2772.242432
	Iteration 62Q: 3 clusters Score -1396651 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1396837.250000 Penalty: 2772.242432
	Iteration 63Q: 3 clusters Score -1396837 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1397052.625000 Penalty: 2772.242432
	Iteration 64Q: 3 clusters Score -1397053 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1397266.875000 Penalty: 2772.242432
	Iteration 65Q: 3 clusters Score -1397267 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1397476.875000 Penalty: 2772.242432
	Iteration 66Q: 3 clusters Score -1397477 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1397634.500000 Penalty: 2772.242432
	Iteration 67Q: 3 clusters Score -1397634 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1397752.375000 Penalty: 2772.242432
	Iteration 68Q: 3 clusters Score -1397752 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1397834.750000 Penalty: 2772.242432
	Iteration 69Q: 3 clusters Score -1397835 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1397911.625000 Penalty: 2772.242432
	Iteration 70Q: 3 clusters Score -1397912 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1397958.750000 Penalty: 2772.242432
	Iteration 71Q: 3 clusters Score -1397959 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1397998.500000 Penalty: 2772.242432
	Iteration 72Q: 3 clusters Score -1397998 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1398027.875000 Penalty: 2772.242432
	Iteration 73Q: 3 clusters Score -1398028 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1398052.250000 Penalty: 2772.242432
	Iteration 74Q: 3 clusters Score -1398052 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1398069.625000 Penalty: 2772.242432
	Iteration 75Q: 3 clusters Score -1398070 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1398082.625000 Penalty: 2772.242432
	Iteration 76Q: 3 clusters Score -1398083 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1398098.125000 Penalty: 2772.242432
	Iteration 77Q: 3 clusters Score -1398098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1398101.000000 Penalty: 2772.242432
	Iteration 78Q: 3 clusters Score -1398101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1398104.250000 Penalty: 2772.242432
	Iteration 79Q: 3 clusters Score -1398104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1398109.000000 Penalty: 2772.242432
	Iteration 80F: 3 clusters Score -1398109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1398113.000000 Penalty: 2772.242432
	Iteration 81Q: 3 clusters Score -1398113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1398116.250000 Penalty: 2772.242432
	Iteration 82Q: 3 clusters Score -1398116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1398116.125000 Penalty: 2772.242432
	Iteration 83Q: 3 clusters Score -1398116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1398117.250000 Penalty: 2772.242432
	Iteration 84Q: 3 clusters Score -1398117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1398118.000000 Penalty: 2772.242432
	Iteration 85Q: 3 clusters Score -1398118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1398122.000000 Penalty: 2772.242432
	Iteration 86Q: 3 clusters Score -1398122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1398121.875000 Penalty: 2772.242432
	Iteration 87Q: 3 clusters Score -1398122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1398122.750000 Penalty: 2772.242432
	Iteration 88Q: 3 clusters Score -1398123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1398124.625000 Penalty: 2772.242432
	Iteration 89Q: 3 clusters Score -1398125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1398124.625000 Penalty: 2772.242432
	Iteration 90F: 3 clusters Score -1398125 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (66561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66561 members 
Entering Unmasked Estep 
Score: -8389335.000000 Penalty: 1652.554077
	Iteration 0F: 2 clusters Score -8389335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33280 members 
Mstep: Class 2 contains 33281 members 
Entering Unmasked Estep 
Score: -8348464.000000 Penalty: 3305.108154
	Iteration 0F: 3 clusters Score -8348464 nChanged 31031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33485 members 
Mstep: Class 2 contains 33076 members 
Entering Unmasked Estep 
Score: -8365908.500000 Penalty: 3305.108154
	Iteration 1F: 3 clusters Score -8365908 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33818 members 
Mstep: Class 2 contains 32743 members 
Entering Unmasked Estep 
Score: -8366624.000000 Penalty: 3305.108154
	Iteration 2Q: 3 clusters Score -8366624 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34391 members 
Mstep: Class 2 contains 32170 members 
Entering Unmasked Estep 
Score: -8367598.500000 Penalty: 3305.108154
	Iteration 3Q: 3 clusters Score -8367598 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35330 members 
Mstep: Class 2 contains 31231 members 
Entering Unmasked Estep 
Score: -8368752.500000 Penalty: 3305.108154
	Iteration 4Q: 3 clusters Score -8368752 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36765 members 
Mstep: Class 2 contains 29796 members 
Entering Unmasked Estep 
Score: -8370428.500000 Penalty: 3305.108154
	Iteration 5F: 3 clusters Score -8370428 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38698 members 
Mstep: Class 2 contains 27863 members 
Entering Unmasked Estep 
Score: -8372467.000000 Penalty: 3305.108154
	Iteration 6F: 3 clusters Score -8372467 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41061 members 
Mstep: Class 2 contains 25500 members 
Entering Unmasked Estep 
Score: -8374815.000000 Penalty: 3305.108154
	Iteration 7F: 3 clusters Score -8374815 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43536 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
Score: -8376986.500000 Penalty: 3305.108154
	Iteration 8F: 3 clusters Score -8376986 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46013 members 
Mstep: Class 2 contains 20548 members 
Entering Unmasked Estep 
Score: -8378754.500000 Penalty: 3305.108154
	Iteration 9F: 3 clusters Score -8378754 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48321 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -8380031.000000 Penalty: 3305.108154
	Iteration 10Q: 3 clusters Score -8380031 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50564 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -8381047.000000 Penalty: 3305.108154
	Iteration 11Q: 3 clusters Score -8381047 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52725 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -8381936.500000 Penalty: 3305.108154
	Iteration 12Q: 3 clusters Score -8381936 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54853 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -8382815.000000 Penalty: 3305.108154
	Iteration 13Q: 3 clusters Score -8382815 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56869 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -8383674.000000 Penalty: 3305.108154
	Iteration 14Q: 3 clusters Score -8383674 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58741 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -8384522.000000 Penalty: 3305.108154
	Iteration 15Q: 3 clusters Score -8384522 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60436 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -8385380.000000 Penalty: 3305.108154
	Iteration 16Q: 3 clusters Score -8385380 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61889 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -8386154.500000 Penalty: 3305.108154
	Iteration 17Q: 3 clusters Score -8386154 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63020 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -8386749.000000 Penalty: 3305.108154
	Iteration 18Q: 3 clusters Score -8386749 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63848 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -8387145.500000 Penalty: 3305.108154
	Iteration 19Q: 3 clusters Score -8387146 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64414 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -8387421.000000 Penalty: 3305.108154
	Iteration 20F: 3 clusters Score -8387421 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64792 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -8387605.500000 Penalty: 3305.108154
	Iteration 21Q: 3 clusters Score -8387606 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65050 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -8387740.000000 Penalty: 3305.108154
	Iteration 22Q: 3 clusters Score -8387740 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65244 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -8387823.000000 Penalty: 3305.108154
	Iteration 23Q: 3 clusters Score -8387823 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65365 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -8387912.500000 Penalty: 3305.108154
	Iteration 24Q: 3 clusters Score -8387912 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65469 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -8387946.000000 Penalty: 3305.108154
	Iteration 25Q: 3 clusters Score -8387946 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65550 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -8387980.500000 Penalty: 3305.108154
	Iteration 26Q: 3 clusters Score -8387980 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65608 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -8388004.500000 Penalty: 3305.108154
	Iteration 27Q: 3 clusters Score -8388004 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65654 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -8388040.000000 Penalty: 3305.108154
	Iteration 28Q: 3 clusters Score -8388040 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65691 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -8388048.000000 Penalty: 3305.108154
	Iteration 29Q: 3 clusters Score -8388048 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65722 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -8388052.500000 Penalty: 3305.108154
	Iteration 30Q: 3 clusters Score -8388052 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65749 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -8388058.500000 Penalty: 3305.108154
	Iteration 31Q: 3 clusters Score -8388058 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65771 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -8388085.500000 Penalty: 3305.108154
	Iteration 32Q: 3 clusters Score -8388086 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65783 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -8388106.500000 Penalty: 3305.108154
	Iteration 33Q: 3 clusters Score -8388106 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65797 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -8388106.000000 Penalty: 3305.108154
	Iteration 34Q: 3 clusters Score -8388106 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65801 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -8388106.500000 Penalty: 3305.108154
	Iteration 35Q: 3 clusters Score -8388106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65808 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -8388113.000000 Penalty: 3305.108154
	Iteration 36Q: 3 clusters Score -8388113 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65815 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -8388118.000000 Penalty: 3305.108154
	Iteration 37Q: 3 clusters Score -8388118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65814 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -8388118.000000 Penalty: 3305.108154
	Iteration 38Q: 3 clusters Score -8388118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65816 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -8388115.000000 Penalty: 3305.108154
	Iteration 39Q: 3 clusters Score -8388115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65814 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -8388114.500000 Penalty: 3305.108154
	Iteration 40F: 3 clusters Score -8388114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65814 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -8388116.000000 Penalty: 3305.108154
	Iteration 41Q: 3 clusters Score -8388116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65816 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -8388119.500000 Penalty: 3305.108154
	Iteration 42Q: 3 clusters Score -8388120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65821 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -8388134.000000 Penalty: 3305.108154
	Iteration 43Q: 3 clusters Score -8388134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65823 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -8388133.000000 Penalty: 3305.108154
	Iteration 44Q: 3 clusters Score -8388133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65824 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -8388129.500000 Penalty: 3305.108154
	Iteration 45Q: 3 clusters Score -8388130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65825 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -8388129.500000 Penalty: 3305.108154
	Iteration 46Q: 3 clusters Score -8388130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65829 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -8388128.000000 Penalty: 3305.108154
	Iteration 47Q: 3 clusters Score -8388128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65833 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -8388141.500000 Penalty: 3305.108154
	Iteration 48Q: 3 clusters Score -8388142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65835 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -8388136.500000 Penalty: 3305.108154
	Iteration 49Q: 3 clusters Score -8388136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65835 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -8388141.500000 Penalty: 3305.108154
	Iteration 50Q: 3 clusters Score -8388142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65837 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -8388140.500000 Penalty: 3305.108154
	Iteration 51Q: 3 clusters Score -8388140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65837 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -8388140.500000 Penalty: 3305.108154
	Iteration 52F: 3 clusters Score -8388140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Entering Unmasked Estep 
Score: -25768.478516 Penalty: 894.476562
	Iteration 0F: 2 clusters Score -25768.48 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 203 members 
Entering Unmasked Estep 
Score: -25035.132812 Penalty: 1788.953125
	Iteration 0F: 3 clusters Score -25035.13 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -25358.357422 Penalty: 1788.953125
	Iteration 1F: 3 clusters Score -25358.36 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -25477.000000 Penalty: 1788.953125
	Iteration 2F: 3 clusters Score -25477 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -25538.695312 Penalty: 1788.953125
	Iteration 3Q: 3 clusters Score -25538.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -25560.550781 Penalty: 1788.953125
	Iteration 4Q: 3 clusters Score -25560.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -25571.398438 Penalty: 1788.953125
	Iteration 5Q: 3 clusters Score -25571.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -25573.857422 Penalty: 1788.953125
	Iteration 6Q: 3 clusters Score -25573.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -25576.703125 Penalty: 1788.953125
	Iteration 7Q: 3 clusters Score -25576.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -25576.703125 Penalty: 1788.953125
	Iteration 8F: 3 clusters Score -25576.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Entering Unmasked Estep 
Score: -43557.585938 Penalty: 887.380615
	Iteration 0F: 2 clusters Score -43557.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -42781.351562 Penalty: 1774.761230
	Iteration 0F: 3 clusters Score -42781.35 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -42925.093750 Penalty: 1774.761230
	Iteration 1F: 3 clusters Score -42925.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -43019.437500 Penalty: 1774.761230
	Iteration 2F: 3 clusters Score -43019.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -43053.050781 Penalty: 1774.761230
	Iteration 3Q: 3 clusters Score -43053.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -43065.105469 Penalty: 1774.761230
	Iteration 4Q: 3 clusters Score -43065.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -43080.269531 Penalty: 1774.761230
	Iteration 5Q: 3 clusters Score -43080.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -43104.597656 Penalty: 1774.761230
	Iteration 6Q: 3 clusters Score -43104.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -43125.218750 Penalty: 1774.761230
	Iteration 7Q: 3 clusters Score -43125.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -43135.359375 Penalty: 1774.761230
	Iteration 8Q: 3 clusters Score -43135.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -43156.199219 Penalty: 1774.761230
	Iteration 9Q: 3 clusters Score -43156.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -43174.355469 Penalty: 1774.761230
	Iteration 10Q: 3 clusters Score -43174.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -43206.792969 Penalty: 1774.761230
	Iteration 11Q: 3 clusters Score -43206.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -43220.757812 Penalty: 1774.761230
	Iteration 12Q: 3 clusters Score -43220.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -43228.468750 Penalty: 1774.761230
	Iteration 13Q: 3 clusters Score -43228.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -43236.542969 Penalty: 1774.761230
	Iteration 14Q: 3 clusters Score -43236.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -43236.542969 Penalty: 1774.761230
	Iteration 15F: 3 clusters Score -43236.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (16021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Entering Unmasked Estep 
Score: -2027022.000000 Penalty: 1440.630371
	Iteration 0F: 2 clusters Score -2027022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -2016387.750000 Penalty: 2881.260742
	Iteration 0F: 3 clusters Score -2016388 nChanged 6995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -2020063.125000 Penalty: 2881.260742
	Iteration 1F: 3 clusters Score -2020063 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -2020394.000000 Penalty: 2881.260742
	Iteration 2F: 3 clusters Score -2020394 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -2020661.500000 Penalty: 2881.260742
	Iteration 3Q: 3 clusters Score -2020662 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -2020897.875000 Penalty: 2881.260742
	Iteration 4Q: 3 clusters Score -2020898 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -2021122.375000 Penalty: 2881.260742
	Iteration 5Q: 3 clusters Score -2021122 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -2021346.125000 Penalty: 2881.260742
	Iteration 6Q: 3 clusters Score -2021346 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -2021571.375000 Penalty: 2881.260742
	Iteration 7Q: 3 clusters Score -2021571 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -2021816.375000 Penalty: 2881.260742
	Iteration 8Q: 3 clusters Score -2021816 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -2022125.625000 Penalty: 2881.260742
	Iteration 9Q: 3 clusters Score -2022126 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -2022513.750000 Penalty: 2881.260742
	Iteration 10Q: 3 clusters Score -2022514 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -2022911.875000 Penalty: 2881.260742
	Iteration 11Q: 3 clusters Score -2022912 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -2023314.625000 Penalty: 2881.260742
	Iteration 12Q: 3 clusters Score -2023315 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -2023704.500000 Penalty: 2881.260742
	Iteration 13Q: 3 clusters Score -2023704 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -2024028.500000 Penalty: 2881.260742
	Iteration 14Q: 3 clusters Score -2024028 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -2024283.625000 Penalty: 2881.260742
	Iteration 15Q: 3 clusters Score -2024284 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -2024474.500000 Penalty: 2881.260742
	Iteration 16Q: 3 clusters Score -2024474 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -2024587.125000 Penalty: 2881.260742
	Iteration 17Q: 3 clusters Score -2024587 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -2024654.000000 Penalty: 2881.260742
	Iteration 18Q: 3 clusters Score -2024654 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -2024693.625000 Penalty: 2881.260742
	Iteration 19Q: 3 clusters Score -2024694 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -2024710.500000 Penalty: 2881.260742
	Iteration 20F: 3 clusters Score -2024710 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -2024730.625000 Penalty: 2881.260742
	Iteration 21Q: 3 clusters Score -2024731 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -2024751.500000 Penalty: 2881.260742
	Iteration 22Q: 3 clusters Score -2024752 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -2024757.750000 Penalty: 2881.260742
	Iteration 23Q: 3 clusters Score -2024758 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -2024770.625000 Penalty: 2881.260742
	Iteration 24Q: 3 clusters Score -2024771 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -2024783.625000 Penalty: 2881.260742
	Iteration 25Q: 3 clusters Score -2024784 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -2024793.375000 Penalty: 2881.260742
	Iteration 26Q: 3 clusters Score -2024793 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -2024797.250000 Penalty: 2881.260742
	Iteration 27Q: 3 clusters Score -2024797 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -2024806.125000 Penalty: 2881.260742
	Iteration 28Q: 3 clusters Score -2024806 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -2024809.750000 Penalty: 2881.260742
	Iteration 29Q: 3 clusters Score -2024810 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -2024818.000000 Penalty: 2881.260742
	Iteration 30Q: 3 clusters Score -2024818 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -2024822.375000 Penalty: 2881.260742
	Iteration 31Q: 3 clusters Score -2024822 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -2024819.250000 Penalty: 2881.260742
	Iteration 32Q: 3 clusters Score -2024819 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -2024819.375000 Penalty: 2881.260742
	Iteration 33Q: 3 clusters Score -2024819 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -2024826.125000 Penalty: 2881.260742
	Iteration 34Q: 3 clusters Score -2024826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -2024824.000000 Penalty: 2881.260742
	Iteration 35Q: 3 clusters Score -2024824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -2024827.625000 Penalty: 2881.260742
	Iteration 36Q: 3 clusters Score -2024828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -2024826.250000 Penalty: 2881.260742
	Iteration 37Q: 3 clusters Score -2024826 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -2024828.250000 Penalty: 2881.260742
	Iteration 38Q: 3 clusters Score -2024828 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -2024834.125000 Penalty: 2881.260742
	Iteration 39Q: 3 clusters Score -2024834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -2024836.625000 Penalty: 2881.260742
	Iteration 40F: 3 clusters Score -2024837 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -2024836.375000 Penalty: 2881.260742
	Iteration 41Q: 3 clusters Score -2024836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -2024836.500000 Penalty: 2881.260742
	Iteration 42Q: 3 clusters Score -2024836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -2024836.125000 Penalty: 2881.260742
	Iteration 43Q: 3 clusters Score -2024836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -2024838.375000 Penalty: 2881.260742
	Iteration 44Q: 3 clusters Score -2024838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -2024836.375000 Penalty: 2881.260742
	Iteration 45Q: 3 clusters Score -2024836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -2024839.750000 Penalty: 2881.260742
	Iteration 46Q: 3 clusters Score -2024840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -2024839.250000 Penalty: 2881.260742
	Iteration 47Q: 3 clusters Score -2024839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -2024841.875000 Penalty: 2881.260742
	Iteration 48Q: 3 clusters Score -2024842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -2024841.875000 Penalty: 2881.260742
	Iteration 49Q: 3 clusters Score -2024842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -2024841.875000 Penalty: 2881.260742
	Iteration 50Q: 3 clusters Score -2024842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -2024844.625000 Penalty: 2881.260742
	Iteration 51Q: 3 clusters Score -2024845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -2024842.125000 Penalty: 2881.260742
	Iteration 52Q: 3 clusters Score -2024842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -2024843.500000 Penalty: 2881.260742
	Iteration 53Q: 3 clusters Score -2024844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -2024845.000000 Penalty: 2881.260742
	Iteration 54Q: 3 clusters Score -2024845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -2024843.250000 Penalty: 2881.260742
	Iteration 55Q: 3 clusters Score -2024843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -2024842.750000 Penalty: 2881.260742
	Iteration 56Q: 3 clusters Score -2024843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -2024842.750000 Penalty: 2881.260742
	Iteration 57Q: 3 clusters Score -2024843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -2024843.000000 Penalty: 2881.260742
	Iteration 58Q: 3 clusters Score -2024843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -2024843.000000 Penalty: 2881.260742
	Iteration 59F: 3 clusters Score -2024843 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Entering Unmasked Estep 
Score: -140063.953125 Penalty: 1052.754517
	Iteration 0F: 2 clusters Score -140064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -138677.234375 Penalty: 2105.509033
	Iteration 0F: 3 clusters Score -138677.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -139030.453125 Penalty: 2105.509033
	Iteration 1F: 3 clusters Score -139030.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -139129.937500 Penalty: 2105.509033
	Iteration 2F: 3 clusters Score -139129.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -139183.343750 Penalty: 2105.509033
	Iteration 3Q: 3 clusters Score -139183.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -139198.750000 Penalty: 2105.509033
	Iteration 4Q: 3 clusters Score -139198.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -139214.328125 Penalty: 2105.509033
	Iteration 5Q: 3 clusters Score -139214.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -139223.812500 Penalty: 2105.509033
	Iteration 6Q: 3 clusters Score -139223.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -139228.718750 Penalty: 2105.509033
	Iteration 7Q: 3 clusters Score -139228.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -139232.796875 Penalty: 2105.509033
	Iteration 8Q: 3 clusters Score -139232.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -139239.734375 Penalty: 2105.509033
	Iteration 9Q: 3 clusters Score -139239.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -139245.187500 Penalty: 2105.509033
	Iteration 10Q: 3 clusters Score -139245.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -139252.734375 Penalty: 2105.509033
	Iteration 11Q: 3 clusters Score -139252.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -139260.078125 Penalty: 2105.509033
	Iteration 12Q: 3 clusters Score -139260.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -139262.765625 Penalty: 2105.509033
	Iteration 13Q: 3 clusters Score -139262.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -139265.828125 Penalty: 2105.509033
	Iteration 14Q: 3 clusters Score -139265.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -139268.937500 Penalty: 2105.509033
	Iteration 15Q: 3 clusters Score -139268.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -139271.109375 Penalty: 2105.509033
	Iteration 16Q: 3 clusters Score -139271.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -139271.109375 Penalty: 2105.509033
	Iteration 17F: 3 clusters Score -139271.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -127422.687500 Penalty: 1044.870117
	Iteration 0F: 2 clusters Score -127422.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -126067.117188 Penalty: 2089.740234
	Iteration 0F: 3 clusters Score -126067.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -126371.679688 Penalty: 2089.740234
	Iteration 1F: 3 clusters Score -126371.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -126462.585938 Penalty: 2089.740234
	Iteration 2F: 3 clusters Score -126462.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -126517.796875 Penalty: 2089.740234
	Iteration 3Q: 3 clusters Score -126517.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -126546.929688 Penalty: 2089.740234
	Iteration 4Q: 3 clusters Score -126546.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -126561.000000 Penalty: 2089.740234
	Iteration 5Q: 3 clusters Score -126561 nChanged 13
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: -126577.125000 Penalty: 2089.740234
	Iteration 6Q: 3 clusters Score -126577.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -126589.226562 Penalty: 2089.740234
	Iteration 7Q: 3 clusters Score -126589.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -126596.632812 Penalty: 2089.740234
	Iteration 8Q: 3 clusters Score -126596.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -126604.625000 Penalty: 2089.740234
	Iteration 9Q: 3 clusters Score -126604.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -126610.328125 Penalty: 2089.740234
	Iteration 10Q: 3 clusters Score -126610.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -126615.039062 Penalty: 2089.740234
	Iteration 11Q: 3 clusters Score -126615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -126620.578125 Penalty: 2089.740234
	Iteration 12Q: 3 clusters Score -126620.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -126621.843750 Penalty: 2089.740234
	Iteration 13Q: 3 clusters Score -126621.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -126621.843750 Penalty: 2089.740234
	Iteration 14F: 3 clusters Score -126621.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Entering Unmasked Estep 
Score: -46544.628906 Penalty: 929.420654
	Iteration 0F: 2 clusters Score -46544.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -45665.183594 Penalty: 1858.841309
	Iteration 0F: 3 clusters Score -45665.18 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -45927.722656 Penalty: 1858.841309
	Iteration 1F: 3 clusters Score -45927.72 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -46042.687500 Penalty: 1858.841309
	Iteration 2F: 3 clusters Score -46042.69 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -46101.535156 Penalty: 1858.841309
	Iteration 3Q: 3 clusters Score -46101.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -46137.128906 Penalty: 1858.841309
	Iteration 4Q: 3 clusters Score -46137.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -46196.074219 Penalty: 1858.841309
	Iteration 5Q: 3 clusters Score -46196.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -46255.812500 Penalty: 1858.841309
	Iteration 6Q: 3 clusters Score -46255.81 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -46317.570312 Penalty: 1858.841309
	Iteration 7Q: 3 clusters Score -46317.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -46352.339844 Penalty: 1858.841309
	Iteration 8Q: 3 clusters Score -46352.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -46379.167969 Penalty: 1858.841309
	Iteration 9Q: 3 clusters Score -46379.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -46426.289062 Penalty: 1858.841309
	Iteration 10Q: 3 clusters Score -46426.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -46438.839844 Penalty: 1858.841309
	Iteration 11Q: 3 clusters Score -46438.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -46447.261719 Penalty: 1858.841309
	Iteration 12Q: 3 clusters Score -46447.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -46451.957031 Penalty: 1858.841309
	Iteration 13Q: 3 clusters Score -46451.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -46457.460938 Penalty: 1858.841309
	Iteration 14Q: 3 clusters Score -46457.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -46465.039062 Penalty: 1858.841309
	Iteration 15Q: 3 clusters Score -46465.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -46466.984375 Penalty: 1858.841309
	Iteration 16Q: 3 clusters Score -46466.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -46470.191406 Penalty: 1858.841309
	Iteration 17Q: 3 clusters Score -46470.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -46471.101562 Penalty: 1858.841309
	Iteration 18Q: 3 clusters Score -46471.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -46471.101562 Penalty: 1858.841309
	Iteration 19F: 3 clusters Score -46471.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (62739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62739 members 
Entering Unmasked Estep 
Score: -8003629.500000 Penalty: 1643.754761
	Iteration 0F: 2 clusters Score -8003630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31272 members 
Mstep: Class 2 contains 31467 members 
Entering Unmasked Estep 
Score: -7964906.000000 Penalty: 3287.509521
	Iteration 0F: 3 clusters Score -7964906 nChanged 29301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30819 members 
Mstep: Class 2 contains 31920 members 
Entering Unmasked Estep 
Score: -7981072.500000 Penalty: 3287.509521
	Iteration 1F: 3 clusters Score -7981072 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30649 members 
Mstep: Class 2 contains 32090 members 
Entering Unmasked Estep 
Score: -7981644.500000 Penalty: 3287.509521
	Iteration 2Q: 3 clusters Score -7981644 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30500 members 
Mstep: Class 2 contains 32239 members 
Entering Unmasked Estep 
Score: -7982273.500000 Penalty: 3287.509521
	Iteration 3Q: 3 clusters Score -7982274 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30376 members 
Mstep: Class 2 contains 32363 members 
Entering Unmasked Estep 
Score: -7982908.500000 Penalty: 3287.509521
	Iteration 4Q: 3 clusters Score -7982908 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30122 members 
Mstep: Class 2 contains 32617 members 
Entering Unmasked Estep 
Score: -7983658.000000 Penalty: 3287.509521
	Iteration 5Q: 3 clusters Score -7983658 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29679 members 
Mstep: Class 2 contains 33060 members 
Entering Unmasked Estep 
Score: -7984649.500000 Penalty: 3287.509521
	Iteration 6Q: 3 clusters Score -7984650 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29049 members 
Mstep: Class 2 contains 33690 members 
Entering Unmasked Estep 
Score: -7986026.500000 Penalty: 3287.509521
	Iteration 7Q: 3 clusters Score -7986026 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28062 members 
Mstep: Class 2 contains 34677 members 
Entering Unmasked Estep 
Score: -7987754.500000 Penalty: 3287.509521
	Iteration 8F: 3 clusters Score -7987754 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26609 members 
Mstep: Class 2 contains 36130 members 
Entering Unmasked Estep 
Score: -7989726.500000 Penalty: 3287.509521
	Iteration 9F: 3 clusters Score -7989726 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24694 members 
Mstep: Class 2 contains 38045 members 
Entering Unmasked Estep 
Score: -7991848.500000 Penalty: 3287.509521
	Iteration 10F: 3 clusters Score -7991848 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 40306 members 
Entering Unmasked Estep 
Score: -7993859.000000 Penalty: 3287.509521
	Iteration 11F: 3 clusters Score -7993859 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 42825 members 
Entering Unmasked Estep 
Score: -7995716.000000 Penalty: 3287.509521
	Iteration 12F: 3 clusters Score -7995716 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 45479 members 
Entering Unmasked Estep 
Score: -7997257.000000 Penalty: 3287.509521
	Iteration 13Q: 3 clusters Score -7997257 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 48070 members 
Entering Unmasked Estep 
Score: -7998602.500000 Penalty: 3287.509521
	Iteration 14Q: 3 clusters Score -7998602 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 50465 members 
Entering Unmasked Estep 
Score: -7999682.000000 Penalty: 3287.509521
	Iteration 15Q: 3 clusters Score -7999682 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 52569 members 
Entering Unmasked Estep 
Score: -8000634.000000 Penalty: 3287.509521
	Iteration 16Q: 3 clusters Score -8000634 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 54262 members 
Entering Unmasked Estep 
Score: -8001298.500000 Penalty: 3287.509521
	Iteration 17Q: 3 clusters Score -8001298 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 55612 members 
Entering Unmasked Estep 
Score: -8001798.500000 Penalty: 3287.509521
	Iteration 18Q: 3 clusters Score -8001798 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 56640 members 
Entering Unmasked Estep 
Score: -8002250.500000 Penalty: 3287.509521
	Iteration 19Q: 3 clusters Score -8002250 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 57438 members 
Entering Unmasked Estep 
Score: -8002523.500000 Penalty: 3287.509521
	Iteration 20F: 3 clusters Score -8002524 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 58047 members 
Entering Unmasked Estep 
Score: -8002721.000000 Penalty: 3287.509521
	Iteration 21Q: 3 clusters Score -8002721 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 58516 members 
Entering Unmasked Estep 
Score: -8002872.000000 Penalty: 3287.509521
	Iteration 22Q: 3 clusters Score -8002872 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 58872 members 
Entering Unmasked Estep 
Score: -8002967.000000 Penalty: 3287.509521
	Iteration 23Q: 3 clusters Score -8002967 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 59158 members 
Entering Unmasked Estep 
Score: -8003069.500000 Penalty: 3287.509521
	Iteration 24Q: 3 clusters Score -8003070 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 59404 members 
Entering Unmasked Estep 
Score: -8003133.000000 Penalty: 3287.509521
	Iteration 25Q: 3 clusters Score -8003133 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 59572 members 
Entering Unmasked Estep 
Score: -8003183.000000 Penalty: 3287.509521
	Iteration 26Q: 3 clusters Score -8003183 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 59715 members 
Entering Unmasked Estep 
Score: -8003216.000000 Penalty: 3287.509521
	Iteration 27Q: 3 clusters Score -8003216 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 59823 members 
Entering Unmasked Estep 
Score: -8003240.500000 Penalty: 3287.509521
	Iteration 28Q: 3 clusters Score -8003240 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 59908 members 
Entering Unmasked Estep 
Score: -8003250.000000 Penalty: 3287.509521
	Iteration 29Q: 3 clusters Score -8003250 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 59972 members 
Entering Unmasked Estep 
Score: -8003276.500000 Penalty: 3287.509521
	Iteration 30Q: 3 clusters Score -8003276 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 60015 members 
Entering Unmasked Estep 
Score: -8003295.000000 Penalty: 3287.509521
	Iteration 31Q: 3 clusters Score -8003295 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 60058 members 
Entering Unmasked Estep 
Score: -8003313.500000 Penalty: 3287.509521
	Iteration 32Q: 3 clusters Score -8003314 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 60100 members 
Entering Unmasked Estep 
Score: -8003320.000000 Penalty: 3287.509521
	Iteration 33Q: 3 clusters Score -8003320 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 60142 members 
Entering Unmasked Estep 
Score: -8003322.500000 Penalty: 3287.509521
	Iteration 34Q: 3 clusters Score -8003322 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 60178 members 
Entering Unmasked Estep 
Score: -8003325.000000 Penalty: 3287.509521
	Iteration 35Q: 3 clusters Score -8003325 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 60204 members 
Entering Unmasked Estep 
Score: -8003323.000000 Penalty: 3287.509521
	Iteration 36Q: 3 clusters Score -8003323 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 60219 members 
Entering Unmasked Estep 
Score: -8003335.500000 Penalty: 3287.509521
	Iteration 37Q: 3 clusters Score -8003336 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 60236 members 
Entering Unmasked Estep 
Score: -8003336.000000 Penalty: 3287.509521
	Iteration 38Q: 3 clusters Score -8003336 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 60249 members 
Entering Unmasked Estep 
Score: -8003330.000000 Penalty: 3287.509521
	Iteration 39Q: 3 clusters Score -8003330 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 60264 members 
Entering Unmasked Estep 
Score: -8003334.000000 Penalty: 3287.509521
	Iteration 40F: 3 clusters Score -8003334 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 60278 members 
Entering Unmasked Estep 
Score: -8003332.000000 Penalty: 3287.509521
	Iteration 41Q: 3 clusters Score -8003332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 60287 members 
Entering Unmasked Estep 
Score: -8003332.000000 Penalty: 3287.509521
	Iteration 42Q: 3 clusters Score -8003332 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 60303 members 
Entering Unmasked Estep 
Score: -8003324.500000 Penalty: 3287.509521
	Iteration 43Q: 3 clusters Score -8003324 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 60315 members 
Entering Unmasked Estep 
Score: -8003330.500000 Penalty: 3287.509521
	Iteration 44Q: 3 clusters Score -8003330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 60325 members 
Entering Unmasked Estep 
Score: -8003329.500000 Penalty: 3287.509521
	Iteration 45Q: 3 clusters Score -8003330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 60332 members 
Entering Unmasked Estep 
Score: -8003337.500000 Penalty: 3287.509521
	Iteration 46Q: 3 clusters Score -8003338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 60337 members 
Entering Unmasked Estep 
Score: -8003332.500000 Penalty: 3287.509521
	Iteration 47Q: 3 clusters Score -8003332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 60344 members 
Entering Unmasked Estep 
Score: -8003336.500000 Penalty: 3287.509521
	Iteration 48Q: 3 clusters Score -8003336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 60350 members 
Entering Unmasked Estep 
Score: -8003340.500000 Penalty: 3287.509521
	Iteration 49Q: 3 clusters Score -8003340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 60356 members 
Entering Unmasked Estep 
Score: -8003340.500000 Penalty: 3287.509521
	Iteration 50Q: 3 clusters Score -8003340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 60359 members 
Entering Unmasked Estep 
Score: -8003337.000000 Penalty: 3287.509521
	Iteration 51Q: 3 clusters Score -8003337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 60361 members 
Entering Unmasked Estep 
Score: -8003334.500000 Penalty: 3287.509521
	Iteration 52Q: 3 clusters Score -8003334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 60364 members 
Entering Unmasked Estep 
Score: -8003335.500000 Penalty: 3287.509521
	Iteration 53Q: 3 clusters Score -8003336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 60366 members 
Entering Unmasked Estep 
Score: -8003333.500000 Penalty: 3287.509521
	Iteration 54Q: 3 clusters Score -8003334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 60369 members 
Entering Unmasked Estep 
Score: -8003338.500000 Penalty: 3287.509521
	Iteration 55Q: 3 clusters Score -8003338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 60373 members 
Entering Unmasked Estep 
Score: -8003347.500000 Penalty: 3287.509521
	Iteration 56Q: 3 clusters Score -8003348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 60377 members 
Entering Unmasked Estep 
Score: -8003341.500000 Penalty: 3287.509521
	Iteration 57Q: 3 clusters Score -8003342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 60384 members 
Entering Unmasked Estep 
Score: -8003341.000000 Penalty: 3287.509521
	Iteration 58Q: 3 clusters Score -8003341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 60385 members 
Entering Unmasked Estep 
Score: -8003339.500000 Penalty: 3287.509521
	Iteration 59Q: 3 clusters Score -8003340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 60387 members 
Entering Unmasked Estep 
Score: -8003336.500000 Penalty: 3287.509521
	Iteration 60F: 3 clusters Score -8003336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 60390 members 
Entering Unmasked Estep 
Score: -8003337.000000 Penalty: 3287.509521
	Iteration 61Q: 3 clusters Score -8003337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 60392 members 
Entering Unmasked Estep 
Score: -8003346.000000 Penalty: 3287.509521
	Iteration 62Q: 3 clusters Score -8003346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 60393 members 
Entering Unmasked Estep 
Score: -8003339.000000 Penalty: 3287.509521
	Iteration 63Q: 3 clusters Score -8003339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 60394 members 
Entering Unmasked Estep 
Score: -8003340.500000 Penalty: 3287.509521
	Iteration 64Q: 3 clusters Score -8003340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 60395 members 
Entering Unmasked Estep 
Score: -8003350.500000 Penalty: 3287.509521
	Iteration 65Q: 3 clusters Score -8003350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 60396 members 
Entering Unmasked Estep 
Score: -8003350.000000 Penalty: 3287.509521
	Iteration 66Q: 3 clusters Score -8003350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 60396 members 
Entering Unmasked Estep 
Score: -8003350.000000 Penalty: 3287.509521
	Iteration 67F: 3 clusters Score -8003350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Entering Unmasked Estep 
Score: -32535.533203 Penalty: 897.366028
	Iteration 0F: 2 clusters Score -32535.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -31775.646484 Penalty: 1794.732056
	Iteration 0F: 3 clusters Score -31775.65 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -32115.566406 Penalty: 1794.732056
	Iteration 1F: 3 clusters Score -32115.57 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -32330.082031 Penalty: 1794.732056
	Iteration 2F: 3 clusters Score -32330.08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -32432.173828 Penalty: 1794.732056
	Iteration 3F: 3 clusters Score -32432.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -32482.251953 Penalty: 1794.732056
	Iteration 4Q: 3 clusters Score -32482.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -32522.306641 Penalty: 1794.732056
	Iteration 5Q: 3 clusters Score -32522.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -32576.130859 Penalty: 1794.732056
	Iteration 6Q: 3 clusters Score -32576.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -32651.548828 Penalty: 1794.732056
	Iteration 7Q: 3 clusters Score -32651.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -32714.429688 Penalty: 1794.732056
	Iteration 8Q: 3 clusters Score -32714.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -32769.953125 Penalty: 1794.732056
	Iteration 9Q: 3 clusters Score -32769.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -32812.011719 Penalty: 1794.732056
	Iteration 10Q: 3 clusters Score -32812.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -32850.964844 Penalty: 1794.732056
	Iteration 11Q: 3 clusters Score -32850.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -32906.058594 Penalty: 1794.732056
	Iteration 12Q: 3 clusters Score -32906.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -32945.171875 Penalty: 1794.732056
	Iteration 13Q: 3 clusters Score -32945.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -32980.992188 Penalty: 1794.732056
	Iteration 14Q: 3 clusters Score -32980.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -33048.332031 Penalty: 1794.732056
	Iteration 15Q: 3 clusters Score -33048.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -33074.167969 Penalty: 1794.732056
	Iteration 16Q: 3 clusters Score -33074.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -33090.039062 Penalty: 1794.732056
	Iteration 17Q: 3 clusters Score -33090.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -33092.503906 Penalty: 1794.732056
	Iteration 18F: 3 clusters Score -33092.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -33127.527344 Penalty: 1794.732056
	Iteration 19Q: 3 clusters Score -33127.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -33127.527344 Penalty: 1794.732056
	Iteration 20F: 3 clusters Score -33127.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1774 members 
Mstep: Class 4 contains 40265 members 
Mstep: Class 5 contains 10103 members 
Mstep: Class 6 contains 38251 members 
Mstep: Class 7 contains 31963 members 
Mstep: Class 8 contains 4107 members 
Mstep: Class 9 contains 6936 members 
Mstep: Class 10 contains 8626 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 21794 members 
Mstep: Class 13 contains 14991 members 
Mstep: Class 14 contains 11432 members 
Mstep: Class 15 contains 1653 members 
Mstep: Class 16 contains 3874 members 
Mstep: Class 17 contains 52260 members 
Mstep: Class 18 contains 36340 members 
Mstep: Class 19 contains 21940 members 
Mstep: Class 20 contains 7178 members 
Mstep: Class 21 contains 19602 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35664 members 
Mstep: Class 25 contains 13794 members 
Mstep: Class 26 contains 5740 members 
Mstep: Class 27 contains 51788 members 
Mstep: Class 28 contains 11107 members 
Mstep: Class 29 contains 66561 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16021 members 
Mstep: Class 33 contains 1182 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62739 members 
Mstep: Class 37 contains 184 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20402 members 
Mstep: Class 42 contains 232 members 
Entering Unmasked Estep 
Score: -80992216.000000 Penalty: 83809.710938
Splitting cluster 37 changes total score from -80992624.000000 to -80992216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (9150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Entering Unmasked Estep 
Score: -1161244.250000 Penalty: 1357.280640
	Iteration 0F: 2 clusters Score -1161244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1155033.500000 Penalty: 2714.561279
	Iteration 0F: 3 clusters Score -1155034 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1156919.875000 Penalty: 2714.561279
	Iteration 1F: 3 clusters Score -1156920 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1157171.000000 Penalty: 2714.561279
	Iteration 2F: 3 clusters Score -1157171 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1157329.500000 Penalty: 2714.561279
	Iteration 3Q: 3 clusters Score -1157330 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1157448.125000 Penalty: 2714.561279
	Iteration 4Q: 3 clusters Score -1157448 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1157541.250000 Penalty: 2714.561279
	Iteration 5Q: 3 clusters Score -1157541 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1157640.750000 Penalty: 2714.561279
	Iteration 6Q: 3 clusters Score -1157641 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1157731.625000 Penalty: 2714.561279
	Iteration 7Q: 3 clusters Score -1157732 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1157805.875000 Penalty: 2714.561279
	Iteration 8Q: 3 clusters Score -1157806 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1157881.125000 Penalty: 2714.561279
	Iteration 9Q: 3 clusters Score -1157881 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1157956.625000 Penalty: 2714.561279
	Iteration 10Q: 3 clusters Score -1157957 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1158063.750000 Penalty: 2714.561279
	Iteration 11Q: 3 clusters Score -1158064 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1158213.875000 Penalty: 2714.561279
	Iteration 12Q: 3 clusters Score -1158214 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1158391.875000 Penalty: 2714.561279
	Iteration 13Q: 3 clusters Score -1158392 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1158626.250000 Penalty: 2714.561279
	Iteration 14Q: 3 clusters Score -1158626 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1158895.875000 Penalty: 2714.561279
	Iteration 15Q: 3 clusters Score -1158896 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1159155.875000 Penalty: 2714.561279
	Iteration 16Q: 3 clusters Score -1159156 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1159384.750000 Penalty: 2714.561279
	Iteration 17Q: 3 clusters Score -1159385 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1159570.375000 Penalty: 2714.561279
	Iteration 18Q: 3 clusters Score -1159570 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1159716.500000 Penalty: 2714.561279
	Iteration 19Q: 3 clusters Score -1159716 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1159826.375000 Penalty: 2714.561279
	Iteration 20F: 3 clusters Score -1159826 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1159896.000000 Penalty: 2714.561279
	Iteration 21Q: 3 clusters Score -1159896 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1159957.750000 Penalty: 2714.561279
	Iteration 22Q: 3 clusters Score -1159958 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1160000.000000 Penalty: 2714.561279
	Iteration 23Q: 3 clusters Score -1160000 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1160030.500000 Penalty: 2714.561279
	Iteration 24Q: 3 clusters Score -1160030 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1160068.375000 Penalty: 2714.561279
	Iteration 25Q: 3 clusters Score -1160068 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1160092.875000 Penalty: 2714.561279
	Iteration 26Q: 3 clusters Score -1160093 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1160110.375000 Penalty: 2714.561279
	Iteration 27Q: 3 clusters Score -1160110 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1160121.875000 Penalty: 2714.561279
	Iteration 28Q: 3 clusters Score -1160122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1160132.000000 Penalty: 2714.561279
	Iteration 29Q: 3 clusters Score -1160132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1160139.000000 Penalty: 2714.561279
	Iteration 30Q: 3 clusters Score -1160139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1160147.375000 Penalty: 2714.561279
	Iteration 31Q: 3 clusters Score -1160147 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1160148.875000 Penalty: 2714.561279
	Iteration 32Q: 3 clusters Score -1160149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1160154.750000 Penalty: 2714.561279
	Iteration 33Q: 3 clusters Score -1160155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1160152.625000 Penalty: 2714.561279
	Iteration 34Q: 3 clusters Score -1160153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1160156.500000 Penalty: 2714.561279
	Iteration 35Q: 3 clusters Score -1160156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1160156.250000 Penalty: 2714.561279
	Iteration 36Q: 3 clusters Score -1160156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1160159.000000 Penalty: 2714.561279
	Iteration 37Q: 3 clusters Score -1160159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1160162.375000 Penalty: 2714.561279
	Iteration 38Q: 3 clusters Score -1160162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1160164.250000 Penalty: 2714.561279
	Iteration 39Q: 3 clusters Score -1160164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1160166.375000 Penalty: 2714.561279
	Iteration 40F: 3 clusters Score -1160166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1160166.625000 Penalty: 2714.561279
	Iteration 41Q: 3 clusters Score -1160167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1160172.125000 Penalty: 2714.561279
	Iteration 42Q: 3 clusters Score -1160172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1160177.250000 Penalty: 2714.561279
	Iteration 43Q: 3 clusters Score -1160177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1160180.625000 Penalty: 2714.561279
	Iteration 44Q: 3 clusters Score -1160181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1160180.625000 Penalty: 2714.561279
	Iteration 45Q: 3 clusters Score -1160181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1160180.750000 Penalty: 2714.561279
	Iteration 46Q: 3 clusters Score -1160181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1160180.750000 Penalty: 2714.561279
	Iteration 47F: 3 clusters Score -1160181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Entering Unmasked Estep 
Score: -25416.886719 Penalty: 841.611633
	Iteration 0F: 2 clusters Score -25416.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -24698.695312 Penalty: 1683.223267
	Iteration 0F: 3 clusters Score -24698.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -24843.798828 Penalty: 1683.223267
	Iteration 1F: 3 clusters Score -24843.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -24912.998047 Penalty: 1683.223267
	Iteration 2F: 3 clusters Score -24913 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -24972.378906 Penalty: 1683.223267
	Iteration 3Q: 3 clusters Score -24972.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -25001.392578 Penalty: 1683.223267
	Iteration 4Q: 3 clusters Score -25001.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -25014.064453 Penalty: 1683.223267
	Iteration 5Q: 3 clusters Score -25014.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -25014.064453 Penalty: 1683.223267
	Iteration 6F: 3 clusters Score -25014.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Entering Unmasked Estep 
Score: -18713.841797 Penalty: 830.824219
	Iteration 0F: 2 clusters Score -18713.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -18075.833984 Penalty: 1661.648438
	Iteration 0F: 3 clusters Score -18075.83 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -18275.443359 Penalty: 1661.648438
	Iteration 1F: 3 clusters Score -18275.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -18360.019531 Penalty: 1661.648438
	Iteration 2Q: 3 clusters Score -18360.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -18402.744141 Penalty: 1661.648438
	Iteration 3Q: 3 clusters Score -18402.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -18413.566406 Penalty: 1661.648438
	Iteration 4Q: 3 clusters Score -18413.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -18413.566406 Penalty: 1661.648438
	Iteration 5F: 3 clusters Score -18413.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -2572482.750000 Penalty: 1476.600220
	Iteration 0F: 2 clusters Score -2572483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -2559176.750000 Penalty: 2953.200439
	Iteration 0F: 3 clusters Score -2559177 nChanged 8965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -2563998.750000 Penalty: 2953.200439
	Iteration 1F: 3 clusters Score -2563999 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -2564442.750000 Penalty: 2953.200439
	Iteration 2F: 3 clusters Score -2564443 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -2564780.500000 Penalty: 2953.200439
	Iteration 3Q: 3 clusters Score -2564780 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -2565122.750000 Penalty: 2953.200439
	Iteration 4Q: 3 clusters Score -2565123 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -2565568.500000 Penalty: 2953.200439
	Iteration 5Q: 3 clusters Score -2565568 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -2566178.250000 Penalty: 2953.200439
	Iteration 6F: 3 clusters Score -2566178 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -2566984.500000 Penalty: 2953.200439
	Iteration 7F: 3 clusters Score -2566984 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -2567981.750000 Penalty: 2953.200439
	Iteration 8F: 3 clusters Score -2567982 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -2569080.500000 Penalty: 2953.200439
	Iteration 9F: 3 clusters Score -2569080 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -2570047.000000 Penalty: 2953.200439
	Iteration 10F: 3 clusters Score -2570047 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2570669.500000 Penalty: 2953.200439
	Iteration 11Q: 3 clusters Score -2570670 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2570946.250000 Penalty: 2953.200439
	Iteration 12Q: 3 clusters Score -2570946 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19943 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2571125.750000 Penalty: 2953.200439
	Iteration 13Q: 3 clusters Score -2571126 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2571236.000000 Penalty: 2953.200439
	Iteration 14Q: 3 clusters Score -2571236 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2571308.750000 Penalty: 2953.200439
	Iteration 15Q: 3 clusters Score -2571309 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2571358.250000 Penalty: 2953.200439
	Iteration 16Q: 3 clusters Score -2571358 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20079 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2571387.500000 Penalty: 2953.200439
	Iteration 17Q: 3 clusters Score -2571388 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2571409.000000 Penalty: 2953.200439
	Iteration 18Q: 3 clusters Score -2571409 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20085 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2571421.750000 Penalty: 2953.200439
	Iteration 19Q: 3 clusters Score -2571422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2571429.750000 Penalty: 2953.200439
	Iteration 20F: 3 clusters Score -2571430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2571433.000000 Penalty: 2953.200439
	Iteration 21Q: 3 clusters Score -2571433 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2571433.000000 Penalty: 2953.200439
	Iteration 22F: 3 clusters Score -2571433 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1774 members 
Mstep: Class 4 contains 40265 members 
Mstep: Class 5 contains 10103 members 
Mstep: Class 6 contains 38251 members 
Mstep: Class 7 contains 31963 members 
Mstep: Class 8 contains 4107 members 
Mstep: Class 9 contains 6936 members 
Mstep: Class 10 contains 8626 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 21794 members 
Mstep: Class 13 contains 14991 members 
Mstep: Class 14 contains 11432 members 
Mstep: Class 15 contains 1653 members 
Mstep: Class 16 contains 3874 members 
Mstep: Class 17 contains 52260 members 
Mstep: Class 18 contains 36340 members 
Mstep: Class 19 contains 21940 members 
Mstep: Class 20 contains 7178 members 
Mstep: Class 21 contains 19602 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35664 members 
Mstep: Class 25 contains 13794 members 
Mstep: Class 26 contains 5740 members 
Mstep: Class 27 contains 51788 members 
Mstep: Class 28 contains 11107 members 
Mstep: Class 29 contains 66561 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16021 members 
Mstep: Class 33 contains 1182 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62739 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992632.000000 Penalty: 81814.242188
Iteration 199Q: 42 clusters Score -8.099263e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1773 members 
Mstep: Class 4 contains 40264 members 
Mstep: Class 5 contains 10103 members 
Mstep: Class 6 contains 38251 members 
Mstep: Class 7 contains 31964 members 
Mstep: Class 8 contains 4107 members 
Mstep: Class 9 contains 6935 members 
Mstep: Class 10 contains 8627 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 21794 members 
Mstep: Class 13 contains 14992 members 
Mstep: Class 14 contains 11432 members 
Mstep: Class 15 contains 1654 members 
Mstep: Class 16 contains 3873 members 
Mstep: Class 17 contains 52247 members 
Mstep: Class 18 contains 36341 members 
Mstep: Class 19 contains 21940 members 
Mstep: Class 20 contains 7181 members 
Mstep: Class 21 contains 19602 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35664 members 
Mstep: Class 25 contains 13794 members 
Mstep: Class 26 contains 5740 members 
Mstep: Class 27 contains 51788 members 
Mstep: Class 28 contains 11107 members 
Mstep: Class 29 contains 66559 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16021 members 
Mstep: Class 33 contains 1182 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62750 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992600.000000 Penalty: 81814.242188
Iteration 200F: 42 clusters Score -8.09926e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1771 members 
Mstep: Class 4 contains 40265 members 
Mstep: Class 5 contains 10103 members 
Mstep: Class 6 contains 38248 members 
Mstep: Class 7 contains 31964 members 
Mstep: Class 8 contains 4109 members 
Mstep: Class 9 contains 6933 members 
Mstep: Class 10 contains 8628 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 21794 members 
Mstep: Class 13 contains 14992 members 
Mstep: Class 14 contains 11433 members 
Mstep: Class 15 contains 1654 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 52227 members 
Mstep: Class 18 contains 36341 members 
Mstep: Class 19 contains 21940 members 
Mstep: Class 20 contains 7181 members 
Mstep: Class 21 contains 19602 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35665 members 
Mstep: Class 25 contains 13795 members 
Mstep: Class 26 contains 5740 members 
Mstep: Class 27 contains 51792 members 
Mstep: Class 28 contains 11107 members 
Mstep: Class 29 contains 66566 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16021 members 
Mstep: Class 33 contains 1182 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62760 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992520.000000 Penalty: 81814.242188
Iteration 201Q: 42 clusters Score -8.099252e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1770 members 
Mstep: Class 4 contains 40265 members 
Mstep: Class 5 contains 10103 members 
Mstep: Class 6 contains 38246 members 
Mstep: Class 7 contains 31964 members 
Mstep: Class 8 contains 4111 members 
Mstep: Class 9 contains 6933 members 
Mstep: Class 10 contains 8628 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 21794 members 
Mstep: Class 13 contains 14992 members 
Mstep: Class 14 contains 11433 members 
Mstep: Class 15 contains 1653 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 52212 members 
Mstep: Class 18 contains 36341 members 
Mstep: Class 19 contains 21940 members 
Mstep: Class 20 contains 7184 members 
Mstep: Class 21 contains 19601 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35665 members 
Mstep: Class 25 contains 13797 members 
Mstep: Class 26 contains 5739 members 
Mstep: Class 27 contains 51800 members 
Mstep: Class 28 contains 11107 members 
Mstep: Class 29 contains 66569 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16021 members 
Mstep: Class 33 contains 1182 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62763 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992536.000000 Penalty: 81814.242188
Iteration 202Q: 42 clusters Score -8.099254e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1769 members 
Mstep: Class 4 contains 40268 members 
Mstep: Class 5 contains 10103 members 
Mstep: Class 6 contains 38246 members 
Mstep: Class 7 contains 31961 members 
Mstep: Class 8 contains 4111 members 
Mstep: Class 9 contains 6933 members 
Mstep: Class 10 contains 8628 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 21794 members 
Mstep: Class 13 contains 14992 members 
Mstep: Class 14 contains 11433 members 
Mstep: Class 15 contains 1653 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 52196 members 
Mstep: Class 18 contains 36342 members 
Mstep: Class 19 contains 21940 members 
Mstep: Class 20 contains 7186 members 
Mstep: Class 21 contains 19601 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35667 members 
Mstep: Class 25 contains 13799 members 
Mstep: Class 26 contains 5739 members 
Mstep: Class 27 contains 51808 members 
Mstep: Class 28 contains 11107 members 
Mstep: Class 29 contains 66575 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16021 members 
Mstep: Class 33 contains 1182 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62758 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992528.000000 Penalty: 81814.242188
Iteration 203Q: 42 clusters Score -8.099253e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1769 members 
Mstep: Class 4 contains 40264 members 
Mstep: Class 5 contains 10102 members 
Mstep: Class 6 contains 38248 members 
Mstep: Class 7 contains 31959 members 
Mstep: Class 8 contains 4110 members 
Mstep: Class 9 contains 6933 members 
Mstep: Class 10 contains 8629 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 21794 members 
Mstep: Class 13 contains 14993 members 
Mstep: Class 14 contains 11433 members 
Mstep: Class 15 contains 1653 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 52187 members 
Mstep: Class 18 contains 36342 members 
Mstep: Class 19 contains 21940 members 
Mstep: Class 20 contains 7188 members 
Mstep: Class 21 contains 19601 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35668 members 
Mstep: Class 25 contains 13802 members 
Mstep: Class 26 contains 5739 members 
Mstep: Class 27 contains 51814 members 
Mstep: Class 28 contains 11107 members 
Mstep: Class 29 contains 66577 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16021 members 
Mstep: Class 33 contains 1182 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62757 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992592.000000 Penalty: 81814.242188
Iteration 204Q: 42 clusters Score -8.099259e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1770 members 
Mstep: Class 4 contains 40264 members 
Mstep: Class 5 contains 10102 members 
Mstep: Class 6 contains 38249 members 
Mstep: Class 7 contains 31958 members 
Mstep: Class 8 contains 4109 members 
Mstep: Class 9 contains 6933 members 
Mstep: Class 10 contains 8629 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 21794 members 
Mstep: Class 13 contains 14994 members 
Mstep: Class 14 contains 11433 members 
Mstep: Class 15 contains 1653 members 
Mstep: Class 16 contains 3871 members 
Mstep: Class 17 contains 52180 members 
Mstep: Class 18 contains 36342 members 
Mstep: Class 19 contains 21940 members 
Mstep: Class 20 contains 7192 members 
Mstep: Class 21 contains 19601 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35669 members 
Mstep: Class 25 contains 13802 members 
Mstep: Class 26 contains 5739 members 
Mstep: Class 27 contains 51813 members 
Mstep: Class 28 contains 11107 members 
Mstep: Class 29 contains 66581 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16021 members 
Mstep: Class 33 contains 1182 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62756 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992536.000000 Penalty: 81814.242188
Iteration 205Q: 42 clusters Score -8.099254e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1772 members 
Mstep: Class 4 contains 40266 members 
Mstep: Class 5 contains 10101 members 
Mstep: Class 6 contains 38248 members 
Mstep: Class 7 contains 31958 members 
Mstep: Class 8 contains 4108 members 
Mstep: Class 9 contains 6933 members 
Mstep: Class 10 contains 8630 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 21794 members 
Mstep: Class 13 contains 14995 members 
Mstep: Class 14 contains 11433 members 
Mstep: Class 15 contains 1653 members 
Mstep: Class 16 contains 3871 members 
Mstep: Class 17 contains 52174 members 
Mstep: Class 18 contains 36342 members 
Mstep: Class 19 contains 21940 members 
Mstep: Class 20 contains 7196 members 
Mstep: Class 21 contains 19601 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35669 members 
Mstep: Class 25 contains 13802 members 
Mstep: Class 26 contains 5739 members 
Mstep: Class 27 contains 51812 members 
Mstep: Class 28 contains 11107 members 
Mstep: Class 29 contains 66580 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16021 members 
Mstep: Class 33 contains 1182 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62757 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992592.000000 Penalty: 81814.242188
Iteration 206Q: 42 clusters Score -8.099259e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1770 members 
Mstep: Class 4 contains 40262 members 
Mstep: Class 5 contains 10101 members 
Mstep: Class 6 contains 38252 members 
Mstep: Class 7 contains 31958 members 
Mstep: Class 8 contains 4107 members 
Mstep: Class 9 contains 6932 members 
Mstep: Class 10 contains 8630 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 21794 members 
Mstep: Class 13 contains 14995 members 
Mstep: Class 14 contains 11433 members 
Mstep: Class 15 contains 1653 members 
Mstep: Class 16 contains 3871 members 
Mstep: Class 17 contains 52167 members 
Mstep: Class 18 contains 36342 members 
Mstep: Class 19 contains 21940 members 
Mstep: Class 20 contains 7200 members 
Mstep: Class 21 contains 19601 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35668 members 
Mstep: Class 25 contains 13802 members 
Mstep: Class 26 contains 5739 members 
Mstep: Class 27 contains 51809 members 
Mstep: Class 28 contains 11107 members 
Mstep: Class 29 contains 66587 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16021 members 
Mstep: Class 33 contains 1182 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62762 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992648.000000 Penalty: 81814.242188
Iteration 207Q: 42 clusters Score -8.099265e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1770 members 
Mstep: Class 4 contains 40260 members 
Mstep: Class 5 contains 10101 members 
Mstep: Class 6 contains 38254 members 
Mstep: Class 7 contains 31958 members 
Mstep: Class 8 contains 4107 members 
Mstep: Class 9 contains 6931 members 
Mstep: Class 10 contains 8630 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 21794 members 
Mstep: Class 13 contains 14995 members 
Mstep: Class 14 contains 11433 members 
Mstep: Class 15 contains 1653 members 
Mstep: Class 16 contains 3871 members 
Mstep: Class 17 contains 52154 members 
Mstep: Class 18 contains 36342 members 
Mstep: Class 19 contains 21940 members 
Mstep: Class 20 contains 7202 members 
Mstep: Class 21 contains 19603 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35669 members 
Mstep: Class 25 contains 13802 members 
Mstep: Class 26 contains 5739 members 
Mstep: Class 27 contains 51808 members 
Mstep: Class 28 contains 11107 members 
Mstep: Class 29 contains 66598 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16021 members 
Mstep: Class 33 contains 1182 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62761 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992608.000000 Penalty: 81814.242188
Iteration 208Q: 42 clusters Score -8.099261e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1766 members 
Mstep: Class 4 contains 40260 members 
Mstep: Class 5 contains 10101 members 
Mstep: Class 6 contains 38257 members 
Mstep: Class 7 contains 31957 members 
Mstep: Class 8 contains 4108 members 
Mstep: Class 9 contains 6931 members 
Mstep: Class 10 contains 8630 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 21794 members 
Mstep: Class 13 contains 14995 members 
Mstep: Class 14 contains 11433 members 
Mstep: Class 15 contains 1653 members 
Mstep: Class 16 contains 3871 members 
Mstep: Class 17 contains 52143 members 
Mstep: Class 18 contains 36342 members 
Mstep: Class 19 contains 21940 members 
Mstep: Class 20 contains 7203 members 
Mstep: Class 21 contains 19604 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35668 members 
Mstep: Class 25 contains 13802 members 
Mstep: Class 26 contains 5738 members 
Mstep: Class 27 contains 51809 members 
Mstep: Class 28 contains 11107 members 
Mstep: Class 29 contains 66611 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16020 members 
Mstep: Class 33 contains 1182 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62760 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992648.000000 Penalty: 81814.242188
Iteration 209Q: 42 clusters Score -8.099265e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1760 members 
Mstep: Class 4 contains 40257 members 
Mstep: Class 5 contains 10103 members 
Mstep: Class 6 contains 38261 members 
Mstep: Class 7 contains 31957 members 
Mstep: Class 8 contains 4108 members 
Mstep: Class 9 contains 6932 members 
Mstep: Class 10 contains 8630 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 21794 members 
Mstep: Class 13 contains 14995 members 
Mstep: Class 14 contains 11433 members 
Mstep: Class 15 contains 1653 members 
Mstep: Class 16 contains 3871 members 
Mstep: Class 17 contains 52127 members 
Mstep: Class 18 contains 36342 members 
Mstep: Class 19 contains 21940 members 
Mstep: Class 20 contains 7205 members 
Mstep: Class 21 contains 19604 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35668 members 
Mstep: Class 25 contains 13802 members 
Mstep: Class 26 contains 5738 members 
Mstep: Class 27 contains 51812 members 
Mstep: Class 28 contains 11107 members 
Mstep: Class 29 contains 66625 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16020 members 
Mstep: Class 33 contains 1182 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62759 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992648.000000 Penalty: 81814.242188
Iteration 210Q: 42 clusters Score -8.099265e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1752 members 
Mstep: Class 4 contains 40254 members 
Mstep: Class 5 contains 10104 members 
Mstep: Class 6 contains 38268 members 
Mstep: Class 7 contains 31957 members 
Mstep: Class 8 contains 4110 members 
Mstep: Class 9 contains 6931 members 
Mstep: Class 10 contains 8629 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 21794 members 
Mstep: Class 13 contains 14995 members 
Mstep: Class 14 contains 11433 members 
Mstep: Class 15 contains 1653 members 
Mstep: Class 16 contains 3871 members 
Mstep: Class 17 contains 52107 members 
Mstep: Class 18 contains 36342 members 
Mstep: Class 19 contains 21940 members 
Mstep: Class 20 contains 7206 members 
Mstep: Class 21 contains 19604 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35668 members 
Mstep: Class 25 contains 13801 members 
Mstep: Class 26 contains 5738 members 
Mstep: Class 27 contains 51818 members 
Mstep: Class 28 contains 11107 members 
Mstep: Class 29 contains 66640 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16020 members 
Mstep: Class 33 contains 1182 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62759 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992664.000000 Penalty: 81814.242188
Iteration 211Q: 42 clusters Score -8.099266e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1746 members 
Mstep: Class 4 contains 40250 members 
Mstep: Class 5 contains 10104 members 
Mstep: Class 6 contains 38273 members 
Mstep: Class 7 contains 31956 members 
Mstep: Class 8 contains 4110 members 
Mstep: Class 9 contains 6931 members 
Mstep: Class 10 contains 8629 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 21794 members 
Mstep: Class 13 contains 14995 members 
Mstep: Class 14 contains 11433 members 
Mstep: Class 15 contains 1653 members 
Mstep: Class 16 contains 3871 members 
Mstep: Class 17 contains 52088 members 
Mstep: Class 18 contains 36342 members 
Mstep: Class 19 contains 21940 members 
Mstep: Class 20 contains 7209 members 
Mstep: Class 21 contains 19604 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35667 members 
Mstep: Class 25 contains 13800 members 
Mstep: Class 26 contains 5738 members 
Mstep: Class 27 contains 51825 members 
Mstep: Class 28 contains 11107 members 
Mstep: Class 29 contains 66653 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16020 members 
Mstep: Class 33 contains 1183 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62761 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992664.000000 Penalty: 81814.242188
Iteration 212Q: 42 clusters Score -8.099266e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1743 members 
Mstep: Class 4 contains 40250 members 
Mstep: Class 5 contains 10103 members 
Mstep: Class 6 contains 38279 members 
Mstep: Class 7 contains 31954 members 
Mstep: Class 8 contains 4111 members 
Mstep: Class 9 contains 6930 members 
Mstep: Class 10 contains 8628 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 21794 members 
Mstep: Class 13 contains 14996 members 
Mstep: Class 14 contains 11433 members 
Mstep: Class 15 contains 1653 members 
Mstep: Class 16 contains 3871 members 
Mstep: Class 17 contains 52081 members 
Mstep: Class 18 contains 36342 members 
Mstep: Class 19 contains 21940 members 
Mstep: Class 20 contains 7212 members 
Mstep: Class 21 contains 19604 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35666 members 
Mstep: Class 25 contains 13801 members 
Mstep: Class 26 contains 5738 members 
Mstep: Class 27 contains 51827 members 
Mstep: Class 28 contains 11107 members 
Mstep: Class 29 contains 66655 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16020 members 
Mstep: Class 33 contains 1183 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62762 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992712.000000 Penalty: 81814.242188
Iteration 213Q: 42 clusters Score -8.099271e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1740 members 
Mstep: Class 4 contains 40247 members 
Mstep: Class 5 contains 10101 members 
Mstep: Class 6 contains 38287 members 
Mstep: Class 7 contains 31953 members 
Mstep: Class 8 contains 4111 members 
Mstep: Class 9 contains 6930 members 
Mstep: Class 10 contains 8628 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 21794 members 
Mstep: Class 13 contains 14997 members 
Mstep: Class 14 contains 11433 members 
Mstep: Class 15 contains 1653 members 
Mstep: Class 16 contains 3871 members 
Mstep: Class 17 contains 52068 members 
Mstep: Class 18 contains 36342 members 
Mstep: Class 19 contains 21940 members 
Mstep: Class 20 contains 7215 members 
Mstep: Class 21 contains 19603 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35666 members 
Mstep: Class 25 contains 13803 members 
Mstep: Class 26 contains 5737 members 
Mstep: Class 27 contains 51827 members 
Mstep: Class 28 contains 11107 members 
Mstep: Class 29 contains 66659 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16021 members 
Mstep: Class 33 contains 1183 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62767 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992680.000000 Penalty: 81814.242188
Iteration 214Q: 42 clusters Score -8.099268e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1737 members 
Mstep: Class 4 contains 40246 members 
Mstep: Class 5 contains 10101 members 
Mstep: Class 6 contains 38290 members 
Mstep: Class 7 contains 31952 members 
Mstep: Class 8 contains 4111 members 
Mstep: Class 9 contains 6931 members 
Mstep: Class 10 contains 8628 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 21794 members 
Mstep: Class 13 contains 14998 members 
Mstep: Class 14 contains 11433 members 
Mstep: Class 15 contains 1653 members 
Mstep: Class 16 contains 3871 members 
Mstep: Class 17 contains 52053 members 
Mstep: Class 18 contains 36343 members 
Mstep: Class 19 contains 21940 members 
Mstep: Class 20 contains 7217 members 
Mstep: Class 21 contains 19601 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35667 members 
Mstep: Class 25 contains 13804 members 
Mstep: Class 26 contains 5738 members 
Mstep: Class 27 contains 51821 members 
Mstep: Class 28 contains 11107 members 
Mstep: Class 29 contains 66668 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16022 members 
Mstep: Class 33 contains 1183 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62774 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992728.000000 Penalty: 81814.242188
Iteration 215Q: 42 clusters Score -8.099273e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1734 members 
Mstep: Class 4 contains 40241 members 
Mstep: Class 5 contains 10101 members 
Mstep: Class 6 contains 38293 members 
Mstep: Class 7 contains 31951 members 
Mstep: Class 8 contains 4111 members 
Mstep: Class 9 contains 6931 members 
Mstep: Class 10 contains 8629 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 21794 members 
Mstep: Class 13 contains 14998 members 
Mstep: Class 14 contains 11433 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3871 members 
Mstep: Class 17 contains 52043 members 
Mstep: Class 18 contains 36344 members 
Mstep: Class 19 contains 21941 members 
Mstep: Class 20 contains 7221 members 
Mstep: Class 21 contains 19601 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35669 members 
Mstep: Class 25 contains 13806 members 
Mstep: Class 26 contains 5738 members 
Mstep: Class 27 contains 51824 members 
Mstep: Class 28 contains 11107 members 
Mstep: Class 29 contains 66672 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16022 members 
Mstep: Class 33 contains 1183 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62774 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992768.000000 Penalty: 81814.242188
Iteration 216Q: 42 clusters Score -8.099277e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1732 members 
Mstep: Class 4 contains 40237 members 
Mstep: Class 5 contains 10101 members 
Mstep: Class 6 contains 38297 members 
Mstep: Class 7 contains 31951 members 
Mstep: Class 8 contains 4111 members 
Mstep: Class 9 contains 6930 members 
Mstep: Class 10 contains 8630 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 21794 members 
Mstep: Class 13 contains 14998 members 
Mstep: Class 14 contains 11433 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3871 members 
Mstep: Class 17 contains 52037 members 
Mstep: Class 18 contains 36346 members 
Mstep: Class 19 contains 21941 members 
Mstep: Class 20 contains 7225 members 
Mstep: Class 21 contains 19599 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35669 members 
Mstep: Class 25 contains 13807 members 
Mstep: Class 26 contains 5738 members 
Mstep: Class 27 contains 51823 members 
Mstep: Class 28 contains 11107 members 
Mstep: Class 29 contains 66677 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16022 members 
Mstep: Class 33 contains 1183 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62773 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992816.000000 Penalty: 81814.242188
Iteration 217Q: 42 clusters Score -8.099282e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1729 members 
Mstep: Class 4 contains 40231 members 
Mstep: Class 5 contains 10101 members 
Mstep: Class 6 contains 38301 members 
Mstep: Class 7 contains 31952 members 
Mstep: Class 8 contains 4112 members 
Mstep: Class 9 contains 6929 members 
Mstep: Class 10 contains 8631 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 21794 members 
Mstep: Class 13 contains 14998 members 
Mstep: Class 14 contains 11433 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3871 members 
Mstep: Class 17 contains 52028 members 
Mstep: Class 18 contains 36345 members 
Mstep: Class 19 contains 21941 members 
Mstep: Class 20 contains 7226 members 
Mstep: Class 21 contains 19599 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35671 members 
Mstep: Class 25 contains 13806 members 
Mstep: Class 26 contains 5738 members 
Mstep: Class 27 contains 51822 members 
Mstep: Class 28 contains 11107 members 
Mstep: Class 29 contains 66688 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16022 members 
Mstep: Class 33 contains 1183 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62774 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992792.000000 Penalty: 81814.242188
Iteration 218Q: 42 clusters Score -8.099279e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1726 members 
Mstep: Class 4 contains 40234 members 
Mstep: Class 5 contains 10100 members 
Mstep: Class 6 contains 38306 members 
Mstep: Class 7 contains 31952 members 
Mstep: Class 8 contains 4113 members 
Mstep: Class 9 contains 6927 members 
Mstep: Class 10 contains 8632 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 21794 members 
Mstep: Class 13 contains 14998 members 
Mstep: Class 14 contains 11433 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3871 members 
Mstep: Class 17 contains 52001 members 
Mstep: Class 18 contains 36345 members 
Mstep: Class 19 contains 21941 members 
Mstep: Class 20 contains 7226 members 
Mstep: Class 21 contains 19599 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35671 members 
Mstep: Class 25 contains 13807 members 
Mstep: Class 26 contains 5738 members 
Mstep: Class 27 contains 51825 members 
Mstep: Class 28 contains 11107 members 
Mstep: Class 29 contains 66707 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16022 members 
Mstep: Class 33 contains 1183 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62774 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992760.000000 Penalty: 81814.242188
Iteration 219Q: 42 clusters Score -8.099276e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1723 members 
Mstep: Class 4 contains 40234 members 
Mstep: Class 5 contains 10100 members 
Mstep: Class 6 contains 38310 members 
Mstep: Class 7 contains 31950 members 
Mstep: Class 8 contains 4114 members 
Mstep: Class 9 contains 6926 members 
Mstep: Class 10 contains 8632 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 21794 members 
Mstep: Class 13 contains 14998 members 
Mstep: Class 14 contains 11434 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3871 members 
Mstep: Class 17 contains 51977 members 
Mstep: Class 18 contains 36345 members 
Mstep: Class 19 contains 21941 members 
Mstep: Class 20 contains 7225 members 
Mstep: Class 21 contains 19599 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35671 members 
Mstep: Class 25 contains 13807 members 
Mstep: Class 26 contains 5738 members 
Mstep: Class 27 contains 51823 members 
Mstep: Class 28 contains 11107 members 
Mstep: Class 29 contains 66726 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16022 members 
Mstep: Class 33 contains 1183 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62782 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992792.000000 Penalty: 81814.242188
Iteration 220F: 42 clusters Score -8.099279e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1720 members 
Mstep: Class 4 contains 40229 members 
Mstep: Class 5 contains 10100 members 
Mstep: Class 6 contains 38313 members 
Mstep: Class 7 contains 31951 members 
Mstep: Class 8 contains 4114 members 
Mstep: Class 9 contains 6927 members 
Mstep: Class 10 contains 8632 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 21794 members 
Mstep: Class 13 contains 14998 members 
Mstep: Class 14 contains 11433 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3871 members 
Mstep: Class 17 contains 51951 members 
Mstep: Class 18 contains 36345 members 
Mstep: Class 19 contains 21941 members 
Mstep: Class 20 contains 7224 members 
Mstep: Class 21 contains 19599 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35672 members 
Mstep: Class 25 contains 13807 members 
Mstep: Class 26 contains 5738 members 
Mstep: Class 27 contains 51824 members 
Mstep: Class 28 contains 11107 members 
Mstep: Class 29 contains 66746 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16023 members 
Mstep: Class 33 contains 1183 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62790 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992784.000000 Penalty: 81814.242188
Iteration 221Q: 42 clusters Score -8.099278e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40228 members 
Mstep: Class 5 contains 10100 members 
Mstep: Class 6 contains 38313 members 
Mstep: Class 7 contains 31951 members 
Mstep: Class 8 contains 4114 members 
Mstep: Class 9 contains 6928 members 
Mstep: Class 10 contains 8634 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 21794 members 
Mstep: Class 13 contains 14999 members 
Mstep: Class 14 contains 11433 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3871 members 
Mstep: Class 17 contains 51931 members 
Mstep: Class 18 contains 36345 members 
Mstep: Class 19 contains 21941 members 
Mstep: Class 20 contains 7224 members 
Mstep: Class 21 contains 19600 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35670 members 
Mstep: Class 25 contains 13806 members 
Mstep: Class 26 contains 5738 members 
Mstep: Class 27 contains 51828 members 
Mstep: Class 28 contains 11107 members 
Mstep: Class 29 contains 66762 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16023 members 
Mstep: Class 33 contains 1183 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62790 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992680.000000 Penalty: 81814.242188
Iteration 222Q: 42 clusters Score -8.099268e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40229 members 
Mstep: Class 5 contains 10100 members 
Mstep: Class 6 contains 38315 members 
Mstep: Class 7 contains 31951 members 
Mstep: Class 8 contains 4113 members 
Mstep: Class 9 contains 6928 members 
Mstep: Class 10 contains 8635 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 21794 members 
Mstep: Class 13 contains 14999 members 
Mstep: Class 14 contains 11433 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3871 members 
Mstep: Class 17 contains 51901 members 
Mstep: Class 18 contains 36345 members 
Mstep: Class 19 contains 21941 members 
Mstep: Class 20 contains 7223 members 
Mstep: Class 21 contains 19600 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35667 members 
Mstep: Class 25 contains 13805 members 
Mstep: Class 26 contains 5738 members 
Mstep: Class 27 contains 51835 members 
Mstep: Class 28 contains 11107 members 
Mstep: Class 29 contains 66785 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16023 members 
Mstep: Class 33 contains 1183 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62791 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992792.000000 Penalty: 81814.242188
Iteration 223Q: 42 clusters Score -8.099279e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40230 members 
Mstep: Class 5 contains 10100 members 
Mstep: Class 6 contains 38314 members 
Mstep: Class 7 contains 31952 members 
Mstep: Class 8 contains 4113 members 
Mstep: Class 9 contains 6928 members 
Mstep: Class 10 contains 8635 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 21794 members 
Mstep: Class 13 contains 14999 members 
Mstep: Class 14 contains 11433 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3871 members 
Mstep: Class 17 contains 51876 members 
Mstep: Class 18 contains 36345 members 
Mstep: Class 19 contains 21941 members 
Mstep: Class 20 contains 7223 members 
Mstep: Class 21 contains 19600 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35666 members 
Mstep: Class 25 contains 13805 members 
Mstep: Class 26 contains 5738 members 
Mstep: Class 27 contains 51846 members 
Mstep: Class 28 contains 11107 members 
Mstep: Class 29 contains 66802 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16023 members 
Mstep: Class 33 contains 1183 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62788 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992688.000000 Penalty: 81814.242188
Iteration 224Q: 42 clusters Score -8.099269e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40232 members 
Mstep: Class 5 contains 10100 members 
Mstep: Class 6 contains 38316 members 
Mstep: Class 7 contains 31954 members 
Mstep: Class 8 contains 4113 members 
Mstep: Class 9 contains 6928 members 
Mstep: Class 10 contains 8636 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 21794 members 
Mstep: Class 13 contains 14999 members 
Mstep: Class 14 contains 11433 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3871 members 
Mstep: Class 17 contains 51858 members 
Mstep: Class 18 contains 36344 members 
Mstep: Class 19 contains 21941 members 
Mstep: Class 20 contains 7223 members 
Mstep: Class 21 contains 19600 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35666 members 
Mstep: Class 25 contains 13805 members 
Mstep: Class 26 contains 5738 members 
Mstep: Class 27 contains 51855 members 
Mstep: Class 28 contains 11107 members 
Mstep: Class 29 contains 66805 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16023 members 
Mstep: Class 33 contains 1183 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62788 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992704.000000 Penalty: 81814.242188
Iteration 225Q: 42 clusters Score -8.09927e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40230 members 
Mstep: Class 5 contains 10100 members 
Mstep: Class 6 contains 38315 members 
Mstep: Class 7 contains 31953 members 
Mstep: Class 8 contains 4113 members 
Mstep: Class 9 contains 6929 members 
Mstep: Class 10 contains 8636 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 21794 members 
Mstep: Class 13 contains 14999 members 
Mstep: Class 14 contains 11433 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3871 members 
Mstep: Class 17 contains 51849 members 
Mstep: Class 18 contains 36344 members 
Mstep: Class 19 contains 21941 members 
Mstep: Class 20 contains 7223 members 
Mstep: Class 21 contains 19600 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35665 members 
Mstep: Class 25 contains 13805 members 
Mstep: Class 26 contains 5738 members 
Mstep: Class 27 contains 51861 members 
Mstep: Class 28 contains 11107 members 
Mstep: Class 29 contains 66811 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16023 members 
Mstep: Class 33 contains 1183 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62789 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992624.000000 Penalty: 81814.242188
Iteration 226Q: 42 clusters Score -8.099262e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40229 members 
Mstep: Class 5 contains 10100 members 
Mstep: Class 6 contains 38313 members 
Mstep: Class 7 contains 31951 members 
Mstep: Class 8 contains 4113 members 
Mstep: Class 9 contains 6930 members 
Mstep: Class 10 contains 8636 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 21794 members 
Mstep: Class 13 contains 14999 members 
Mstep: Class 14 contains 11433 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3871 members 
Mstep: Class 17 contains 51842 members 
Mstep: Class 18 contains 36344 members 
Mstep: Class 19 contains 21941 members 
Mstep: Class 20 contains 7223 members 
Mstep: Class 21 contains 19600 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35665 members 
Mstep: Class 25 contains 13806 members 
Mstep: Class 26 contains 5738 members 
Mstep: Class 27 contains 51865 members 
Mstep: Class 28 contains 11107 members 
Mstep: Class 29 contains 66814 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16023 members 
Mstep: Class 33 contains 1183 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62792 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992672.000000 Penalty: 81814.242188
Iteration 227Q: 42 clusters Score -8.099267e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40230 members 
Mstep: Class 5 contains 10100 members 
Mstep: Class 6 contains 38314 members 
Mstep: Class 7 contains 31952 members 
Mstep: Class 8 contains 4113 members 
Mstep: Class 9 contains 6929 members 
Mstep: Class 10 contains 8636 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 21794 members 
Mstep: Class 13 contains 14999 members 
Mstep: Class 14 contains 11433 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 51833 members 
Mstep: Class 18 contains 36344 members 
Mstep: Class 19 contains 21941 members 
Mstep: Class 20 contains 7223 members 
Mstep: Class 21 contains 19600 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35665 members 
Mstep: Class 25 contains 13806 members 
Mstep: Class 26 contains 5738 members 
Mstep: Class 27 contains 51867 members 
Mstep: Class 28 contains 11107 members 
Mstep: Class 29 contains 66817 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16023 members 
Mstep: Class 33 contains 1183 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62793 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992672.000000 Penalty: 81814.242188
Iteration 228Q: 42 clusters Score -8.099267e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40232 members 
Mstep: Class 5 contains 10100 members 
Mstep: Class 6 contains 38314 members 
Mstep: Class 7 contains 31952 members 
Mstep: Class 8 contains 4113 members 
Mstep: Class 9 contains 6929 members 
Mstep: Class 10 contains 8636 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 21794 members 
Mstep: Class 13 contains 14998 members 
Mstep: Class 14 contains 11433 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 51824 members 
Mstep: Class 18 contains 36344 members 
Mstep: Class 19 contains 21941 members 
Mstep: Class 20 contains 7225 members 
Mstep: Class 21 contains 19601 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35665 members 
Mstep: Class 25 contains 13804 members 
Mstep: Class 26 contains 5738 members 
Mstep: Class 27 contains 51871 members 
Mstep: Class 28 contains 11107 members 
Mstep: Class 29 contains 66820 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16023 members 
Mstep: Class 33 contains 1183 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62793 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992672.000000 Penalty: 81814.242188
Iteration 229Q: 42 clusters Score -8.099267e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40234 members 
Mstep: Class 5 contains 10100 members 
Mstep: Class 6 contains 38314 members 
Mstep: Class 7 contains 31951 members 
Mstep: Class 8 contains 4113 members 
Mstep: Class 9 contains 6928 members 
Mstep: Class 10 contains 8636 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 21794 members 
Mstep: Class 13 contains 14998 members 
Mstep: Class 14 contains 11433 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 51822 members 
Mstep: Class 18 contains 36344 members 
Mstep: Class 19 contains 21941 members 
Mstep: Class 20 contains 7226 members 
Mstep: Class 21 contains 19603 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35665 members 
Mstep: Class 25 contains 13803 members 
Mstep: Class 26 contains 5738 members 
Mstep: Class 27 contains 51873 members 
Mstep: Class 28 contains 11107 members 
Mstep: Class 29 contains 66821 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16023 members 
Mstep: Class 33 contains 1183 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62790 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992680.000000 Penalty: 81814.242188
Iteration 230Q: 42 clusters Score -8.099268e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40230 members 
Mstep: Class 5 contains 10100 members 
Mstep: Class 6 contains 38314 members 
Mstep: Class 7 contains 31950 members 
Mstep: Class 8 contains 4113 members 
Mstep: Class 9 contains 6928 members 
Mstep: Class 10 contains 8636 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 21794 members 
Mstep: Class 13 contains 14997 members 
Mstep: Class 14 contains 11433 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 51821 members 
Mstep: Class 18 contains 36344 members 
Mstep: Class 19 contains 21941 members 
Mstep: Class 20 contains 7227 members 
Mstep: Class 21 contains 19603 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35667 members 
Mstep: Class 25 contains 13803 members 
Mstep: Class 26 contains 5738 members 
Mstep: Class 27 contains 51878 members 
Mstep: Class 28 contains 11107 members 
Mstep: Class 29 contains 66829 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16023 members 
Mstep: Class 33 contains 1183 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62781 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992688.000000 Penalty: 81814.242188
Iteration 231Q: 42 clusters Score -8.099269e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40233 members 
Mstep: Class 5 contains 10100 members 
Mstep: Class 6 contains 38312 members 
Mstep: Class 7 contains 31951 members 
Mstep: Class 8 contains 4113 members 
Mstep: Class 9 contains 6928 members 
Mstep: Class 10 contains 8636 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 21794 members 
Mstep: Class 13 contains 14997 members 
Mstep: Class 14 contains 11433 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 51815 members 
Mstep: Class 18 contains 36344 members 
Mstep: Class 19 contains 21941 members 
Mstep: Class 20 contains 7227 members 
Mstep: Class 21 contains 19603 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35668 members 
Mstep: Class 25 contains 13803 members 
Mstep: Class 26 contains 5738 members 
Mstep: Class 27 contains 51874 members 
Mstep: Class 28 contains 11107 members 
Mstep: Class 29 contains 66835 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16023 members 
Mstep: Class 33 contains 1183 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62782 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992680.000000 Penalty: 81814.242188
Iteration 232Q: 42 clusters Score -8.099268e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40234 members 
Mstep: Class 5 contains 10100 members 
Mstep: Class 6 contains 38309 members 
Mstep: Class 7 contains 31951 members 
Mstep: Class 8 contains 4113 members 
Mstep: Class 9 contains 6928 members 
Mstep: Class 10 contains 8636 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 21794 members 
Mstep: Class 13 contains 14997 members 
Mstep: Class 14 contains 11433 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 51810 members 
Mstep: Class 18 contains 36344 members 
Mstep: Class 19 contains 21942 members 
Mstep: Class 20 contains 7227 members 
Mstep: Class 21 contains 19603 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35669 members 
Mstep: Class 25 contains 13800 members 
Mstep: Class 26 contains 5738 members 
Mstep: Class 27 contains 51885 members 
Mstep: Class 28 contains 11107 members 
Mstep: Class 29 contains 66839 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16023 members 
Mstep: Class 33 contains 1183 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62775 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992656.000000 Penalty: 81814.242188
Iteration 233Q: 42 clusters Score -8.099266e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40233 members 
Mstep: Class 5 contains 10100 members 
Mstep: Class 6 contains 38306 members 
Mstep: Class 7 contains 31950 members 
Mstep: Class 8 contains 4113 members 
Mstep: Class 9 contains 6929 members 
Mstep: Class 10 contains 8636 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 21794 members 
Mstep: Class 13 contains 14997 members 
Mstep: Class 14 contains 11433 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 51803 members 
Mstep: Class 18 contains 36345 members 
Mstep: Class 19 contains 21942 members 
Mstep: Class 20 contains 7227 members 
Mstep: Class 21 contains 19604 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35671 members 
Mstep: Class 25 contains 13796 members 
Mstep: Class 26 contains 5738 members 
Mstep: Class 27 contains 51898 members 
Mstep: Class 28 contains 11107 members 
Mstep: Class 29 contains 66843 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16023 members 
Mstep: Class 33 contains 1183 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62769 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992624.000000 Penalty: 81814.242188
Iteration 234Q: 42 clusters Score -8.099262e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40231 members 
Mstep: Class 5 contains 10100 members 
Mstep: Class 6 contains 38304 members 
Mstep: Class 7 contains 31950 members 
Mstep: Class 8 contains 4113 members 
Mstep: Class 9 contains 6930 members 
Mstep: Class 10 contains 8636 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 21794 members 
Mstep: Class 13 contains 14997 members 
Mstep: Class 14 contains 11433 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 51801 members 
Mstep: Class 18 contains 36345 members 
Mstep: Class 19 contains 21942 members 
Mstep: Class 20 contains 7227 members 
Mstep: Class 21 contains 19604 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35670 members 
Mstep: Class 25 contains 13795 members 
Mstep: Class 26 contains 5738 members 
Mstep: Class 27 contains 51907 members 
Mstep: Class 28 contains 11107 members 
Mstep: Class 29 contains 66849 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16023 members 
Mstep: Class 33 contains 1183 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62761 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992688.000000 Penalty: 81814.242188
Iteration 235Q: 42 clusters Score -8.099269e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40229 members 
Mstep: Class 5 contains 10100 members 
Mstep: Class 6 contains 38305 members 
Mstep: Class 7 contains 31949 members 
Mstep: Class 8 contains 4113 members 
Mstep: Class 9 contains 6930 members 
Mstep: Class 10 contains 8636 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 21794 members 
Mstep: Class 13 contains 14997 members 
Mstep: Class 14 contains 11433 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 51793 members 
Mstep: Class 18 contains 36345 members 
Mstep: Class 19 contains 21942 members 
Mstep: Class 20 contains 7227 members 
Mstep: Class 21 contains 19604 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35671 members 
Mstep: Class 25 contains 13797 members 
Mstep: Class 26 contains 5738 members 
Mstep: Class 27 contains 51918 members 
Mstep: Class 28 contains 11108 members 
Mstep: Class 29 contains 66854 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16023 members 
Mstep: Class 33 contains 1183 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62751 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992656.000000 Penalty: 81814.242188
Iteration 236Q: 42 clusters Score -8.099266e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40231 members 
Mstep: Class 5 contains 10100 members 
Mstep: Class 6 contains 38303 members 
Mstep: Class 7 contains 31949 members 
Mstep: Class 8 contains 4113 members 
Mstep: Class 9 contains 6931 members 
Mstep: Class 10 contains 8636 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 21794 members 
Mstep: Class 13 contains 14997 members 
Mstep: Class 14 contains 11433 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 51790 members 
Mstep: Class 18 contains 36345 members 
Mstep: Class 19 contains 21942 members 
Mstep: Class 20 contains 7227 members 
Mstep: Class 21 contains 19604 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35671 members 
Mstep: Class 25 contains 13797 members 
Mstep: Class 26 contains 5738 members 
Mstep: Class 27 contains 51923 members 
Mstep: Class 28 contains 11108 members 
Mstep: Class 29 contains 66858 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16023 members 
Mstep: Class 33 contains 1183 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62744 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992656.000000 Penalty: 81814.242188
Iteration 237Q: 42 clusters Score -8.099266e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40231 members 
Mstep: Class 5 contains 10100 members 
Mstep: Class 6 contains 38303 members 
Mstep: Class 7 contains 31950 members 
Mstep: Class 8 contains 4113 members 
Mstep: Class 9 contains 6932 members 
Mstep: Class 10 contains 8636 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 21794 members 
Mstep: Class 13 contains 14997 members 
Mstep: Class 14 contains 11433 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 51782 members 
Mstep: Class 18 contains 36345 members 
Mstep: Class 19 contains 21942 members 
Mstep: Class 20 contains 7227 members 
Mstep: Class 21 contains 19604 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35671 members 
Mstep: Class 25 contains 13797 members 
Mstep: Class 26 contains 5738 members 
Mstep: Class 27 contains 51932 members 
Mstep: Class 28 contains 11108 members 
Mstep: Class 29 contains 66863 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16023 members 
Mstep: Class 33 contains 1183 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62736 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992680.000000 Penalty: 81814.242188
Iteration 238Q: 42 clusters Score -8.099268e+07 nChanged 60
Entering ConstructFrom: 
Score: -80992680.000000 Penalty: 81814.242188
Entering ConstructFrom: 
Trying to split cluster 1 (18632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Entering Unmasked Estep 
Score: -2345671.000000 Penalty: 1463.096191
	Iteration 0F: 2 clusters Score -2345671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -2333392.000000 Penalty: 2926.192383
	Iteration 0F: 3 clusters Score -2333392 nChanged 8139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -2337691.750000 Penalty: 2926.192383
	Iteration 1F: 3 clusters Score -2337692 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -2338037.000000 Penalty: 2926.192383
	Iteration 2F: 3 clusters Score -2338037 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -2338275.250000 Penalty: 2926.192383
	Iteration 3Q: 3 clusters Score -2338275 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -2338457.000000 Penalty: 2926.192383
	Iteration 4Q: 3 clusters Score -2338457 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -2338607.750000 Penalty: 2926.192383
	Iteration 5Q: 3 clusters Score -2338608 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -2338736.250000 Penalty: 2926.192383
	Iteration 6Q: 3 clusters Score -2338736 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -2338895.750000 Penalty: 2926.192383
	Iteration 7Q: 3 clusters Score -2338896 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -2339049.750000 Penalty: 2926.192383
	Iteration 8Q: 3 clusters Score -2339050 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -2339208.750000 Penalty: 2926.192383
	Iteration 9Q: 3 clusters Score -2339209 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -2339425.250000 Penalty: 2926.192383
	Iteration 10Q: 3 clusters Score -2339425 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -2339718.000000 Penalty: 2926.192383
	Iteration 11Q: 3 clusters Score -2339718 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -2340132.250000 Penalty: 2926.192383
	Iteration 12Q: 3 clusters Score -2340132 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -2340654.500000 Penalty: 2926.192383
	Iteration 13Q: 3 clusters Score -2340654 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -2341333.250000 Penalty: 2926.192383
	Iteration 14F: 3 clusters Score -2341333 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -2342058.500000 Penalty: 2926.192383
	Iteration 15F: 3 clusters Score -2342058 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -2342733.250000 Penalty: 2926.192383
	Iteration 16Q: 3 clusters Score -2342733 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -2343308.000000 Penalty: 2926.192383
	Iteration 17Q: 3 clusters Score -2343308 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -2343790.000000 Penalty: 2926.192383
	Iteration 18Q: 3 clusters Score -2343790 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -2344079.750000 Penalty: 2926.192383
	Iteration 19Q: 3 clusters Score -2344080 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -2344273.500000 Penalty: 2926.192383
	Iteration 20F: 3 clusters Score -2344274 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -2344401.000000 Penalty: 2926.192383
	Iteration 21Q: 3 clusters Score -2344401 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -2344501.500000 Penalty: 2926.192383
	Iteration 22Q: 3 clusters Score -2344502 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -2344567.000000 Penalty: 2926.192383
	Iteration 23Q: 3 clusters Score -2344567 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -2344603.500000 Penalty: 2926.192383
	Iteration 24Q: 3 clusters Score -2344604 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -2344637.750000 Penalty: 2926.192383
	Iteration 25Q: 3 clusters Score -2344638 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -2344672.750000 Penalty: 2926.192383
	Iteration 26Q: 3 clusters Score -2344673 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -2344686.250000 Penalty: 2926.192383
	Iteration 27Q: 3 clusters Score -2344686 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -2344706.750000 Penalty: 2926.192383
	Iteration 28Q: 3 clusters Score -2344707 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -2344722.250000 Penalty: 2926.192383
	Iteration 29Q: 3 clusters Score -2344722 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -2344734.750000 Penalty: 2926.192383
	Iteration 30Q: 3 clusters Score -2344735 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -2344747.500000 Penalty: 2926.192383
	Iteration 31Q: 3 clusters Score -2344748 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -2344761.000000 Penalty: 2926.192383
	Iteration 32Q: 3 clusters Score -2344761 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -2344769.000000 Penalty: 2926.192383
	Iteration 33Q: 3 clusters Score -2344769 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -2344778.250000 Penalty: 2926.192383
	Iteration 34Q: 3 clusters Score -2344778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -2344782.750000 Penalty: 2926.192383
	Iteration 35Q: 3 clusters Score -2344783 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -2344792.500000 Penalty: 2926.192383
	Iteration 36Q: 3 clusters Score -2344792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -2344795.500000 Penalty: 2926.192383
	Iteration 37Q: 3 clusters Score -2344796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -2344799.500000 Penalty: 2926.192383
	Iteration 38Q: 3 clusters Score -2344800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -2344802.500000 Penalty: 2926.192383
	Iteration 39Q: 3 clusters Score -2344802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -2344803.250000 Penalty: 2926.192383
	Iteration 40F: 3 clusters Score -2344803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -2344804.250000 Penalty: 2926.192383
	Iteration 41Q: 3 clusters Score -2344804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -2344803.250000 Penalty: 2926.192383
	Iteration 42Q: 3 clusters Score -2344803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -2344803.500000 Penalty: 2926.192383
	Iteration 43Q: 3 clusters Score -2344804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -2344806.750000 Penalty: 2926.192383
	Iteration 44Q: 3 clusters Score -2344807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -2344806.250000 Penalty: 2926.192383
	Iteration 45Q: 3 clusters Score -2344806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -2344812.000000 Penalty: 2926.192383
	Iteration 46Q: 3 clusters Score -2344812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -2344815.000000 Penalty: 2926.192383
	Iteration 47Q: 3 clusters Score -2344815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -2344815.000000 Penalty: 2926.192383
	Iteration 48Q: 3 clusters Score -2344815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -2344816.000000 Penalty: 2926.192383
	Iteration 49Q: 3 clusters Score -2344816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -2344816.250000 Penalty: 2926.192383
	Iteration 50Q: 3 clusters Score -2344816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -2344818.500000 Penalty: 2926.192383
	Iteration 51Q: 3 clusters Score -2344818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -2344815.750000 Penalty: 2926.192383
	Iteration 52Q: 3 clusters Score -2344816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -2344821.000000 Penalty: 2926.192383
	Iteration 53Q: 3 clusters Score -2344821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -2344819.500000 Penalty: 2926.192383
	Iteration 54Q: 3 clusters Score -2344820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -2344819.500000 Penalty: 2926.192383
	Iteration 55F: 3 clusters Score -2344820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Entering Unmasked Estep 
Score: -1498074.125000 Penalty: 1396.545410
	Iteration 0F: 2 clusters Score -1498074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1490080.750000 Penalty: 2793.090820
	Iteration 0F: 3 clusters Score -1490081 nChanged 5059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1492713.500000 Penalty: 2793.090820
	Iteration 1F: 3 clusters Score -1492714 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1493072.375000 Penalty: 2793.090820
	Iteration 2F: 3 clusters Score -1493072 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1493342.500000 Penalty: 2793.090820
	Iteration 3Q: 3 clusters Score -1493342 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1493596.750000 Penalty: 2793.090820
	Iteration 4Q: 3 clusters Score -1493597 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1493847.625000 Penalty: 2793.090820
	Iteration 5Q: 3 clusters Score -1493848 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1494118.125000 Penalty: 2793.090820
	Iteration 6Q: 3 clusters Score -1494118 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1494432.250000 Penalty: 2793.090820
	Iteration 7Q: 3 clusters Score -1494432 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1494757.875000 Penalty: 2793.090820
	Iteration 8Q: 3 clusters Score -1494758 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1495137.000000 Penalty: 2793.090820
	Iteration 9Q: 3 clusters Score -1495137 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1495553.500000 Penalty: 2793.090820
	Iteration 10Q: 3 clusters Score -1495554 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1495957.750000 Penalty: 2793.090820
	Iteration 11Q: 3 clusters Score -1495958 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1496282.750000 Penalty: 2793.090820
	Iteration 12Q: 3 clusters Score -1496283 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1496512.375000 Penalty: 2793.090820
	Iteration 13Q: 3 clusters Score -1496512 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1496672.125000 Penalty: 2793.090820
	Iteration 14Q: 3 clusters Score -1496672 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1496770.125000 Penalty: 2793.090820
	Iteration 15Q: 3 clusters Score -1496770 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1496824.250000 Penalty: 2793.090820
	Iteration 16Q: 3 clusters Score -1496824 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1496862.750000 Penalty: 2793.090820
	Iteration 17Q: 3 clusters Score -1496863 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1496892.375000 Penalty: 2793.090820
	Iteration 18Q: 3 clusters Score -1496892 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1496916.750000 Penalty: 2793.090820
	Iteration 19Q: 3 clusters Score -1496917 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1496928.500000 Penalty: 2793.090820
	Iteration 20F: 3 clusters Score -1496928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1496945.750000 Penalty: 2793.090820
	Iteration 21Q: 3 clusters Score -1496946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1496949.875000 Penalty: 2793.090820
	Iteration 22Q: 3 clusters Score -1496950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1496968.000000 Penalty: 2793.090820
	Iteration 23Q: 3 clusters Score -1496968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1496974.625000 Penalty: 2793.090820
	Iteration 24Q: 3 clusters Score -1496975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1496985.125000 Penalty: 2793.090820
	Iteration 25Q: 3 clusters Score -1496985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1496991.500000 Penalty: 2793.090820
	Iteration 26Q: 3 clusters Score -1496992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1496993.000000 Penalty: 2793.090820
	Iteration 27Q: 3 clusters Score -1496993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1496994.625000 Penalty: 2793.090820
	Iteration 28Q: 3 clusters Score -1496995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1496998.125000 Penalty: 2793.090820
	Iteration 29Q: 3 clusters Score -1496998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1497000.750000 Penalty: 2793.090820
	Iteration 30Q: 3 clusters Score -1497001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1497005.500000 Penalty: 2793.090820
	Iteration 31Q: 3 clusters Score -1497006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1497010.375000 Penalty: 2793.090820
	Iteration 32Q: 3 clusters Score -1497010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1497014.375000 Penalty: 2793.090820
	Iteration 33Q: 3 clusters Score -1497014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1497016.250000 Penalty: 2793.090820
	Iteration 34Q: 3 clusters Score -1497016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1497016.250000 Penalty: 2793.090820
	Iteration 35F: 3 clusters Score -1497016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Entering Unmasked Estep 
Score: -211316.968750 Penalty: 1108.485352
	Iteration 0F: 2 clusters Score -211317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -209588.750000 Penalty: 2216.970703
	Iteration 0F: 3 clusters Score -209588.8 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -209998.218750 Penalty: 2216.970703
	Iteration 1F: 3 clusters Score -209998.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -210122.734375 Penalty: 2216.970703
	Iteration 2F: 3 clusters Score -210122.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -210185.687500 Penalty: 2216.970703
	Iteration 3Q: 3 clusters Score -210185.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -210230.156250 Penalty: 2216.970703
	Iteration 4Q: 3 clusters Score -210230.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -210252.187500 Penalty: 2216.970703
	Iteration 5Q: 3 clusters Score -210252.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -210268.703125 Penalty: 2216.970703
	Iteration 6Q: 3 clusters Score -210268.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -210281.187500 Penalty: 2216.970703
	Iteration 7Q: 3 clusters Score -210281.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -210285.562500 Penalty: 2216.970703
	Iteration 8Q: 3 clusters Score -210285.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -210289.078125 Penalty: 2216.970703
	Iteration 9Q: 3 clusters Score -210289.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -210292.953125 Penalty: 2216.970703
	Iteration 10Q: 3 clusters Score -210293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -210296.953125 Penalty: 2216.970703
	Iteration 11Q: 3 clusters Score -210297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -210298.390625 Penalty: 2216.970703
	Iteration 12Q: 3 clusters Score -210298.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -210298.734375 Penalty: 2216.970703
	Iteration 13Q: 3 clusters Score -210298.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -210299.093750 Penalty: 2216.970703
	Iteration 14Q: 3 clusters Score -210299.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -210299.859375 Penalty: 2216.970703
	Iteration 15Q: 3 clusters Score -210299.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -210299.859375 Penalty: 2216.970703
	Iteration 16F: 3 clusters Score -210299.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (40229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40229 members 
Entering Unmasked Estep 
Score: -4900050.000000 Penalty: 1577.628784
	Iteration 0F: 2 clusters Score -4900050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20148 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -4874025.500000 Penalty: 3155.257568
	Iteration 0F: 3 clusters Score -4874026 nChanged 18252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20878 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -4884040.500000 Penalty: 3155.257568
	Iteration 1F: 3 clusters Score -4884040 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -4884668.500000 Penalty: 3155.257568
	Iteration 2Q: 3 clusters Score -4884668 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21733 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -4885345.000000 Penalty: 3155.257568
	Iteration 3Q: 3 clusters Score -4885345 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22491 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -4886147.000000 Penalty: 3155.257568
	Iteration 4Q: 3 clusters Score -4886147 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -4887109.000000 Penalty: 3155.257568
	Iteration 5Q: 3 clusters Score -4887109 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24650 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -4888179.500000 Penalty: 3155.257568
	Iteration 6F: 3 clusters Score -4888180 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25942 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -4889520.500000 Penalty: 3155.257568
	Iteration 7F: 3 clusters Score -4889520 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27289 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -4890988.500000 Penalty: 3155.257568
	Iteration 8F: 3 clusters Score -4890988 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28525 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -4892520.500000 Penalty: 3155.257568
	Iteration 9F: 3 clusters Score -4892520 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29520 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -4893623.500000 Penalty: 3155.257568
	Iteration 10Q: 3 clusters Score -4893624 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30346 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -4894342.500000 Penalty: 3155.257568
	Iteration 11Q: 3 clusters Score -4894342 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31082 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -4894803.500000 Penalty: 3155.257568
	Iteration 12Q: 3 clusters Score -4894804 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31792 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -4895138.500000 Penalty: 3155.257568
	Iteration 13Q: 3 clusters Score -4895138 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32388 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -4895378.000000 Penalty: 3155.257568
	Iteration 14Q: 3 clusters Score -4895378 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33004 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -4895686.000000 Penalty: 3155.257568
	Iteration 15Q: 3 clusters Score -4895686 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33553 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -4895924.000000 Penalty: 3155.257568
	Iteration 16Q: 3 clusters Score -4895924 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34104 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -4896188.500000 Penalty: 3155.257568
	Iteration 17Q: 3 clusters Score -4896188 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34625 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -4896422.500000 Penalty: 3155.257568
	Iteration 18Q: 3 clusters Score -4896422 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35107 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -4896697.000000 Penalty: 3155.257568
	Iteration 19Q: 3 clusters Score -4896697 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35568 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -4896948.500000 Penalty: 3155.257568
	Iteration 20F: 3 clusters Score -4896948 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36001 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -4897186.000000 Penalty: 3155.257568
	Iteration 21Q: 3 clusters Score -4897186 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36381 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -4897384.500000 Penalty: 3155.257568
	Iteration 22Q: 3 clusters Score -4897384 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36712 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -4897570.000000 Penalty: 3155.257568
	Iteration 23Q: 3 clusters Score -4897570 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37034 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -4897750.000000 Penalty: 3155.257568
	Iteration 24Q: 3 clusters Score -4897750 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37305 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -4897900.000000 Penalty: 3155.257568
	Iteration 25Q: 3 clusters Score -4897900 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37531 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -4898027.500000 Penalty: 3155.257568
	Iteration 26Q: 3 clusters Score -4898028 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37747 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -4898152.500000 Penalty: 3155.257568
	Iteration 27Q: 3 clusters Score -4898152 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37922 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -4898210.000000 Penalty: 3155.257568
	Iteration 28Q: 3 clusters Score -4898210 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38074 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -4898280.000000 Penalty: 3155.257568
	Iteration 29Q: 3 clusters Score -4898280 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38211 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -4898345.000000 Penalty: 3155.257568
	Iteration 30Q: 3 clusters Score -4898345 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38336 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -4898402.000000 Penalty: 3155.257568
	Iteration 31Q: 3 clusters Score -4898402 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38435 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -4898460.500000 Penalty: 3155.257568
	Iteration 32Q: 3 clusters Score -4898460 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38540 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -4898504.500000 Penalty: 3155.257568
	Iteration 33Q: 3 clusters Score -4898504 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38631 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -4898564.500000 Penalty: 3155.257568
	Iteration 34Q: 3 clusters Score -4898564 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38688 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -4898598.500000 Penalty: 3155.257568
	Iteration 35Q: 3 clusters Score -4898598 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38743 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -4898607.000000 Penalty: 3155.257568
	Iteration 36Q: 3 clusters Score -4898607 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38792 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -4898635.500000 Penalty: 3155.257568
	Iteration 37Q: 3 clusters Score -4898636 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38830 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -4898663.500000 Penalty: 3155.257568
	Iteration 38Q: 3 clusters Score -4898664 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38864 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -4898685.000000 Penalty: 3155.257568
	Iteration 39Q: 3 clusters Score -4898685 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38901 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -4898700.500000 Penalty: 3155.257568
	Iteration 40F: 3 clusters Score -4898700 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38936 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -4898703.500000 Penalty: 3155.257568
	Iteration 41Q: 3 clusters Score -4898704 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38962 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -4898715.500000 Penalty: 3155.257568
	Iteration 42Q: 3 clusters Score -4898716 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38991 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -4898730.000000 Penalty: 3155.257568
	Iteration 43Q: 3 clusters Score -4898730 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39013 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -4898737.500000 Penalty: 3155.257568
	Iteration 44Q: 3 clusters Score -4898738 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39036 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -4898740.000000 Penalty: 3155.257568
	Iteration 45Q: 3 clusters Score -4898740 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39052 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -4898754.500000 Penalty: 3155.257568
	Iteration 46Q: 3 clusters Score -4898754 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39066 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -4898757.000000 Penalty: 3155.257568
	Iteration 47Q: 3 clusters Score -4898757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39073 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -4898763.000000 Penalty: 3155.257568
	Iteration 48Q: 3 clusters Score -4898763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39079 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -4898757.500000 Penalty: 3155.257568
	Iteration 49Q: 3 clusters Score -4898758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39083 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -4898762.000000 Penalty: 3155.257568
	Iteration 50Q: 3 clusters Score -4898762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39088 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -4898767.500000 Penalty: 3155.257568
	Iteration 51Q: 3 clusters Score -4898768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39096 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -4898767.500000 Penalty: 3155.257568
	Iteration 52Q: 3 clusters Score -4898768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39100 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -4898775.000000 Penalty: 3155.257568
	Iteration 53Q: 3 clusters Score -4898775 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39107 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -4898778.000000 Penalty: 3155.257568
	Iteration 54Q: 3 clusters Score -4898778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39113 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -4898784.500000 Penalty: 3155.257568
	Iteration 55Q: 3 clusters Score -4898784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39115 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -4898778.000000 Penalty: 3155.257568
	Iteration 56Q: 3 clusters Score -4898778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39118 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -4898783.000000 Penalty: 3155.257568
	Iteration 57Q: 3 clusters Score -4898783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39120 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -4898783.500000 Penalty: 3155.257568
	Iteration 58Q: 3 clusters Score -4898784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39122 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -4898783.000000 Penalty: 3155.257568
	Iteration 59Q: 3 clusters Score -4898783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39126 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -4898783.000000 Penalty: 3155.257568
	Iteration 60F: 3 clusters Score -4898783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39131 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -4898780.000000 Penalty: 3155.257568
	Iteration 61Q: 3 clusters Score -4898780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39135 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -4898788.000000 Penalty: 3155.257568
	Iteration 62Q: 3 clusters Score -4898788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39140 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -4898790.500000 Penalty: 3155.257568
	Iteration 63Q: 3 clusters Score -4898790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39149 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -4898790.500000 Penalty: 3155.257568
	Iteration 64Q: 3 clusters Score -4898790 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39160 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -4898798.500000 Penalty: 3155.257568
	Iteration 65Q: 3 clusters Score -4898798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39172 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -4898811.000000 Penalty: 3155.257568
	Iteration 66Q: 3 clusters Score -4898811 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39185 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -4898827.000000 Penalty: 3155.257568
	Iteration 67Q: 3 clusters Score -4898827 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39196 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -4898829.000000 Penalty: 3155.257568
	Iteration 68Q: 3 clusters Score -4898829 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39206 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -4898829.500000 Penalty: 3155.257568
	Iteration 69Q: 3 clusters Score -4898830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39215 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -4898831.500000 Penalty: 3155.257568
	Iteration 70Q: 3 clusters Score -4898832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39217 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -4898834.500000 Penalty: 3155.257568
	Iteration 71Q: 3 clusters Score -4898834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39218 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -4898831.000000 Penalty: 3155.257568
	Iteration 72Q: 3 clusters Score -4898831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39221 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -4898833.500000 Penalty: 3155.257568
	Iteration 73Q: 3 clusters Score -4898834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39222 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -4898832.000000 Penalty: 3155.257568
	Iteration 74Q: 3 clusters Score -4898832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39225 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -4898832.500000 Penalty: 3155.257568
	Iteration 75Q: 3 clusters Score -4898832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39228 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -4898833.500000 Penalty: 3155.257568
	Iteration 76Q: 3 clusters Score -4898834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39230 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -4898831.500000 Penalty: 3155.257568
	Iteration 77Q: 3 clusters Score -4898832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39232 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -4898834.500000 Penalty: 3155.257568
	Iteration 78Q: 3 clusters Score -4898834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39236 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -4898834.500000 Penalty: 3155.257568
	Iteration 79Q: 3 clusters Score -4898834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39240 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -4898837.500000 Penalty: 3155.257568
	Iteration 80F: 3 clusters Score -4898838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39240 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -4898834.500000 Penalty: 3155.257568
	Iteration 81Q: 3 clusters Score -4898834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39241 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -4898835.000000 Penalty: 3155.257568
	Iteration 82Q: 3 clusters Score -4898835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39245 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -4898831.500000 Penalty: 3155.257568
	Iteration 83Q: 3 clusters Score -4898832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39253 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -4898835.000000 Penalty: 3155.257568
	Iteration 84Q: 3 clusters Score -4898835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39258 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -4898837.500000 Penalty: 3155.257568
	Iteration 85Q: 3 clusters Score -4898838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39262 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -4898836.000000 Penalty: 3155.257568
	Iteration 86Q: 3 clusters Score -4898836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39264 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -4898839.000000 Penalty: 3155.257568
	Iteration 87Q: 3 clusters Score -4898839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39265 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -4898839.500000 Penalty: 3155.257568
	Iteration 88Q: 3 clusters Score -4898840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39267 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -4898840.000000 Penalty: 3155.257568
	Iteration 89Q: 3 clusters Score -4898840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39269 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -4898840.500000 Penalty: 3155.257568
	Iteration 90Q: 3 clusters Score -4898840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39270 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -4898843.500000 Penalty: 3155.257568
	Iteration 91Q: 3 clusters Score -4898844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39270 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -4898841.500000 Penalty: 3155.257568
	Iteration 92Q: 3 clusters Score -4898842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39275 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -4898844.000000 Penalty: 3155.257568
	Iteration 93Q: 3 clusters Score -4898844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39277 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -4898844.000000 Penalty: 3155.257568
	Iteration 94Q: 3 clusters Score -4898844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39278 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -4898842.500000 Penalty: 3155.257568
	Iteration 95Q: 3 clusters Score -4898842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39279 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -4898854.000000 Penalty: 3155.257568
	Iteration 96Q: 3 clusters Score -4898854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39283 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -4898852.000000 Penalty: 3155.257568
	Iteration 97Q: 3 clusters Score -4898852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39287 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -4898852.000000 Penalty: 3155.257568
	Iteration 98Q: 3 clusters Score -4898852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39288 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -4898858.000000 Penalty: 3155.257568
	Iteration 99Q: 3 clusters Score -4898858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39288 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -4898858.000000 Penalty: 3155.257568
	Iteration 100F: 3 clusters Score -4898858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Entering Unmasked Estep 
Score: -1214880.500000 Penalty: 1371.979370
	Iteration 0F: 2 clusters Score -1214880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1208080.625000 Penalty: 2743.958740
	Iteration 0F: 3 clusters Score -1208081 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1210334.750000 Penalty: 2743.958740
	Iteration 1F: 3 clusters Score -1210335 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1210668.625000 Penalty: 2743.958740
	Iteration 2F: 3 clusters Score -1210669 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1210911.125000 Penalty: 2743.958740
	Iteration 3F: 3 clusters Score -1210911 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1211092.750000 Penalty: 2743.958740
	Iteration 4Q: 3 clusters Score -1211093 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1211270.500000 Penalty: 2743.958740
	Iteration 5Q: 3 clusters Score -1211270 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1211465.375000 Penalty: 2743.958740
	Iteration 6Q: 3 clusters Score -1211465 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1211630.625000 Penalty: 2743.958740
	Iteration 7Q: 3 clusters Score -1211631 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1211796.625000 Penalty: 2743.958740
	Iteration 8Q: 3 clusters Score -1211797 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1211978.000000 Penalty: 2743.958740
	Iteration 9Q: 3 clusters Score -1211978 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1212167.875000 Penalty: 2743.958740
	Iteration 10Q: 3 clusters Score -1212168 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1212387.250000 Penalty: 2743.958740
	Iteration 11Q: 3 clusters Score -1212387 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1212593.375000 Penalty: 2743.958740
	Iteration 12Q: 3 clusters Score -1212593 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1212797.125000 Penalty: 2743.958740
	Iteration 13Q: 3 clusters Score -1212797 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1212994.750000 Penalty: 2743.958740
	Iteration 14Q: 3 clusters Score -1212995 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1213171.250000 Penalty: 2743.958740
	Iteration 15Q: 3 clusters Score -1213171 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1213364.750000 Penalty: 2743.958740
	Iteration 16Q: 3 clusters Score -1213365 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1213569.250000 Penalty: 2743.958740
	Iteration 17Q: 3 clusters Score -1213569 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1213745.500000 Penalty: 2743.958740
	Iteration 18Q: 3 clusters Score -1213746 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1213887.875000 Penalty: 2743.958740
	Iteration 19Q: 3 clusters Score -1213888 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1214014.875000 Penalty: 2743.958740
	Iteration 20F: 3 clusters Score -1214015 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1214103.750000 Penalty: 2743.958740
	Iteration 21Q: 3 clusters Score -1214104 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1214178.000000 Penalty: 2743.958740
	Iteration 22Q: 3 clusters Score -1214178 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1214225.000000 Penalty: 2743.958740
	Iteration 23Q: 3 clusters Score -1214225 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1214257.875000 Penalty: 2743.958740
	Iteration 24Q: 3 clusters Score -1214258 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1214286.125000 Penalty: 2743.958740
	Iteration 25Q: 3 clusters Score -1214286 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1214305.875000 Penalty: 2743.958740
	Iteration 26Q: 3 clusters Score -1214306 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1214322.000000 Penalty: 2743.958740
	Iteration 27Q: 3 clusters Score -1214322 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1214336.375000 Penalty: 2743.958740
	Iteration 28Q: 3 clusters Score -1214336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1214341.000000 Penalty: 2743.958740
	Iteration 29Q: 3 clusters Score -1214341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1214340.375000 Penalty: 2743.958740
	Iteration 30Q: 3 clusters Score -1214340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1214343.750000 Penalty: 2743.958740
	Iteration 31Q: 3 clusters Score -1214344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1214345.250000 Penalty: 2743.958740
	Iteration 32Q: 3 clusters Score -1214345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1214348.375000 Penalty: 2743.958740
	Iteration 33Q: 3 clusters Score -1214348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1214351.500000 Penalty: 2743.958740
	Iteration 34Q: 3 clusters Score -1214352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1214354.125000 Penalty: 2743.958740
	Iteration 35Q: 3 clusters Score -1214354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1214357.625000 Penalty: 2743.958740
	Iteration 36Q: 3 clusters Score -1214358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1214360.750000 Penalty: 2743.958740
	Iteration 37Q: 3 clusters Score -1214361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1214361.625000 Penalty: 2743.958740
	Iteration 38Q: 3 clusters Score -1214362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1214362.750000 Penalty: 2743.958740
	Iteration 39Q: 3 clusters Score -1214363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1214361.375000 Penalty: 2743.958740
	Iteration 40F: 3 clusters Score -1214361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (38304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38304 members 
Entering Unmasked Estep 
Score: -4717682.500000 Penalty: 1570.332520
	Iteration 0F: 2 clusters Score -4717682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 19321 members 
Entering Unmasked Estep 
Score: -4692901.000000 Penalty: 3140.665039
	Iteration 0F: 3 clusters Score -4692901 nChanged 17404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -4702593.500000 Penalty: 3140.665039
	Iteration 1F: 3 clusters Score -4702594 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -4703317.000000 Penalty: 3140.665039
	Iteration 2Q: 3 clusters Score -4703317 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 22128 members 
Entering Unmasked Estep 
Score: -4704137.500000 Penalty: 3140.665039
	Iteration 3Q: 3 clusters Score -4704138 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 23491 members 
Entering Unmasked Estep 
Score: -4705186.000000 Penalty: 3140.665039
	Iteration 4F: 3 clusters Score -4705186 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 25186 members 
Entering Unmasked Estep 
Score: -4706437.000000 Penalty: 3140.665039
	Iteration 5F: 3 clusters Score -4706437 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 27177 members 
Entering Unmasked Estep 
Score: -4707962.000000 Penalty: 3140.665039
	Iteration 6F: 3 clusters Score -4707962 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 29329 members 
Entering Unmasked Estep 
Score: -4709609.500000 Penalty: 3140.665039
	Iteration 7F: 3 clusters Score -4709610 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 31418 members 
Entering Unmasked Estep 
Score: -4711238.000000 Penalty: 3140.665039
	Iteration 8F: 3 clusters Score -4711238 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 33267 members 
Entering Unmasked Estep 
Score: -4712724.500000 Penalty: 3140.665039
	Iteration 9F: 3 clusters Score -4712724 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 34799 members 
Entering Unmasked Estep 
Score: -4714071.000000 Penalty: 3140.665039
	Iteration 10Q: 3 clusters Score -4714071 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 35901 members 
Entering Unmasked Estep 
Score: -4715045.500000 Penalty: 3140.665039
	Iteration 11Q: 3 clusters Score -4715046 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 36561 members 
Entering Unmasked Estep 
Score: -4715573.000000 Penalty: 3140.665039
	Iteration 12Q: 3 clusters Score -4715573 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 36977 members 
Entering Unmasked Estep 
Score: -4715933.000000 Penalty: 3140.665039
	Iteration 13Q: 3 clusters Score -4715933 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 37233 members 
Entering Unmasked Estep 
Score: -4716137.500000 Penalty: 3140.665039
	Iteration 14Q: 3 clusters Score -4716138 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 37384 members 
Entering Unmasked Estep 
Score: -4716261.000000 Penalty: 3140.665039
	Iteration 15Q: 3 clusters Score -4716261 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 37480 members 
Entering Unmasked Estep 
Score: -4716372.000000 Penalty: 3140.665039
	Iteration 16Q: 3 clusters Score -4716372 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 37549 members 
Entering Unmasked Estep 
Score: -4716444.000000 Penalty: 3140.665039
	Iteration 17Q: 3 clusters Score -4716444 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 37593 members 
Entering Unmasked Estep 
Score: -4716517.000000 Penalty: 3140.665039
	Iteration 18Q: 3 clusters Score -4716517 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 37621 members 
Entering Unmasked Estep 
Score: -4716550.000000 Penalty: 3140.665039
	Iteration 19Q: 3 clusters Score -4716550 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 37649 members 
Entering Unmasked Estep 
Score: -4716593.500000 Penalty: 3140.665039
	Iteration 20F: 3 clusters Score -4716594 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 37660 members 
Entering Unmasked Estep 
Score: -4716609.500000 Penalty: 3140.665039
	Iteration 21Q: 3 clusters Score -4716610 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 37664 members 
Entering Unmasked Estep 
Score: -4716628.500000 Penalty: 3140.665039
	Iteration 22Q: 3 clusters Score -4716628 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 37674 members 
Entering Unmasked Estep 
Score: -4716631.500000 Penalty: 3140.665039
	Iteration 23Q: 3 clusters Score -4716632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 37677 members 
Entering Unmasked Estep 
Score: -4716641.000000 Penalty: 3140.665039
	Iteration 24Q: 3 clusters Score -4716641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 37680 members 
Entering Unmasked Estep 
Score: -4716644.500000 Penalty: 3140.665039
	Iteration 25Q: 3 clusters Score -4716644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 37683 members 
Entering Unmasked Estep 
Score: -4716652.500000 Penalty: 3140.665039
	Iteration 26Q: 3 clusters Score -4716652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 37686 members 
Entering Unmasked Estep 
Score: -4716654.000000 Penalty: 3140.665039
	Iteration 27Q: 3 clusters Score -4716654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 37691 members 
Entering Unmasked Estep 
Score: -4716650.500000 Penalty: 3140.665039
	Iteration 28Q: 3 clusters Score -4716650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 37695 members 
Entering Unmasked Estep 
Score: -4716654.500000 Penalty: 3140.665039
	Iteration 29Q: 3 clusters Score -4716654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 37700 members 
Entering Unmasked Estep 
Score: -4716658.500000 Penalty: 3140.665039
	Iteration 30Q: 3 clusters Score -4716658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 37701 members 
Entering Unmasked Estep 
Score: -4716659.500000 Penalty: 3140.665039
	Iteration 31Q: 3 clusters Score -4716660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 37701 members 
Entering Unmasked Estep 
Score: -4716659.500000 Penalty: 3140.665039
	Iteration 32F: 3 clusters Score -4716660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (31950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31950 members 
Entering Unmasked Estep 
Score: -3734311.750000 Penalty: 1543.342773
	Iteration 0F: 2 clusters Score -3734312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -3713531.000000 Penalty: 3086.685547
	Iteration 0F: 3 clusters Score -3713531 nChanged 14259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -3721231.000000 Penalty: 3086.685547
	Iteration 1F: 3 clusters Score -3721231 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -3721742.750000 Penalty: 3086.685547
	Iteration 2Q: 3 clusters Score -3721743 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -3722223.750000 Penalty: 3086.685547
	Iteration 3Q: 3 clusters Score -3722224 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -3722649.500000 Penalty: 3086.685547
	Iteration 4Q: 3 clusters Score -3722650 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -3723164.000000 Penalty: 3086.685547
	Iteration 5Q: 3 clusters Score -3723164 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -3723639.000000 Penalty: 3086.685547
	Iteration 6Q: 3 clusters Score -3723639 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -3724176.500000 Penalty: 3086.685547
	Iteration 7Q: 3 clusters Score -3724176 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -3724803.750000 Penalty: 3086.685547
	Iteration 8Q: 3 clusters Score -3724804 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -3725517.250000 Penalty: 3086.685547
	Iteration 9Q: 3 clusters Score -3725517 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18974 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -3726172.750000 Penalty: 3086.685547
	Iteration 10Q: 3 clusters Score -3726173 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -3726908.500000 Penalty: 3086.685547
	Iteration 11Q: 3 clusters Score -3726908 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20635 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -3727667.000000 Penalty: 3086.685547
	Iteration 12Q: 3 clusters Score -3727667 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -3728486.500000 Penalty: 3086.685547
	Iteration 13Q: 3 clusters Score -3728486 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -3729311.750000 Penalty: 3086.685547
	Iteration 14Q: 3 clusters Score -3729312 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -3730091.750000 Penalty: 3086.685547
	Iteration 15Q: 3 clusters Score -3730092 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24982 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -3730856.250000 Penalty: 3086.685547
	Iteration 16Q: 3 clusters Score -3730856 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25990 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -3731517.500000 Penalty: 3086.685547
	Iteration 17Q: 3 clusters Score -3731518 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26886 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -3732037.250000 Penalty: 3086.685547
	Iteration 18Q: 3 clusters Score -3732037 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27673 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -3732446.500000 Penalty: 3086.685547
	Iteration 19Q: 3 clusters Score -3732446 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28307 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -3732768.500000 Penalty: 3086.685547
	Iteration 20F: 3 clusters Score -3732768 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28869 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -3733079.750000 Penalty: 3086.685547
	Iteration 21Q: 3 clusters Score -3733080 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29323 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -3733296.250000 Penalty: 3086.685547
	Iteration 22Q: 3 clusters Score -3733296 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29694 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -3733480.500000 Penalty: 3086.685547
	Iteration 23Q: 3 clusters Score -3733480 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29945 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -3733595.750000 Penalty: 3086.685547
	Iteration 24Q: 3 clusters Score -3733596 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30130 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -3733678.500000 Penalty: 3086.685547
	Iteration 25Q: 3 clusters Score -3733678 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30269 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -3733749.000000 Penalty: 3086.685547
	Iteration 26Q: 3 clusters Score -3733749 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30355 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -3733807.000000 Penalty: 3086.685547
	Iteration 27Q: 3 clusters Score -3733807 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30439 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -3733883.250000 Penalty: 3086.685547
	Iteration 28Q: 3 clusters Score -3733883 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30505 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -3734021.500000 Penalty: 3086.685547
	Iteration 29Q: 3 clusters Score -3734022 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30543 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -3734095.750000 Penalty: 3086.685547
	Iteration 30Q: 3 clusters Score -3734096 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30556 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -3734119.250000 Penalty: 3086.685547
	Iteration 31Q: 3 clusters Score -3734119 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30571 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -3734132.000000 Penalty: 3086.685547
	Iteration 32Q: 3 clusters Score -3734132 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30569 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -3734137.750000 Penalty: 3086.685547
	Iteration 33Q: 3 clusters Score -3734138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30579 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -3734147.500000 Penalty: 3086.685547
	Iteration 34Q: 3 clusters Score -3734148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30584 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -3734154.250000 Penalty: 3086.685547
	Iteration 35Q: 3 clusters Score -3734154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30590 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -3734151.000000 Penalty: 3086.685547
	Iteration 36Q: 3 clusters Score -3734151 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30594 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -3734151.500000 Penalty: 3086.685547
	Iteration 37Q: 3 clusters Score -3734152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30592 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -3734151.000000 Penalty: 3086.685547
	Iteration 38Q: 3 clusters Score -3734151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30593 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -3734146.000000 Penalty: 3086.685547
	Iteration 39Q: 3 clusters Score -3734146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30594 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -3734147.500000 Penalty: 3086.685547
	Iteration 40F: 3 clusters Score -3734148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30595 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -3734144.750000 Penalty: 3086.685547
	Iteration 41Q: 3 clusters Score -3734145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30597 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -3734145.250000 Penalty: 3086.685547
	Iteration 42Q: 3 clusters Score -3734145 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30597 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -3734145.250000 Penalty: 3086.685547
	Iteration 43F: 3 clusters Score -3734145 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Entering Unmasked Estep 
Score: -479429.687500 Penalty: 1238.299927
	Iteration 0F: 2 clusters Score -479429.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -476284.906250 Penalty: 2476.599854
	Iteration 0F: 3 clusters Score -476284.9 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -477189.906250 Penalty: 2476.599854
	Iteration 1F: 3 clusters Score -477189.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -477398.656250 Penalty: 2476.599854
	Iteration 2F: 3 clusters Score -477398.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -477566.781250 Penalty: 2476.599854
	Iteration 3F: 3 clusters Score -477566.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -477736.031250 Penalty: 2476.599854
	Iteration 4F: 3 clusters Score -477736 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -477898.687500 Penalty: 2476.599854
	Iteration 5Q: 3 clusters Score -477898.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -478057.250000 Penalty: 2476.599854
	Iteration 6Q: 3 clusters Score -478057.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -478225.468750 Penalty: 2476.599854
	Iteration 7Q: 3 clusters Score -478225.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -478344.250000 Penalty: 2476.599854
	Iteration 8Q: 3 clusters Score -478344.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -478431.250000 Penalty: 2476.599854
	Iteration 9Q: 3 clusters Score -478431.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -478478.968750 Penalty: 2476.599854
	Iteration 10Q: 3 clusters Score -478479 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -478527.750000 Penalty: 2476.599854
	Iteration 11Q: 3 clusters Score -478527.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -478561.906250 Penalty: 2476.599854
	Iteration 12Q: 3 clusters Score -478561.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -478599.812500 Penalty: 2476.599854
	Iteration 13Q: 3 clusters Score -478599.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -478627.250000 Penalty: 2476.599854
	Iteration 14Q: 3 clusters Score -478627.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -478642.562500 Penalty: 2476.599854
	Iteration 15Q: 3 clusters Score -478642.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -478654.062500 Penalty: 2476.599854
	Iteration 16Q: 3 clusters Score -478654.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -478663.562500 Penalty: 2476.599854
	Iteration 17Q: 3 clusters Score -478663.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -478672.593750 Penalty: 2476.599854
	Iteration 18Q: 3 clusters Score -478672.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -478682.843750 Penalty: 2476.599854
	Iteration 19Q: 3 clusters Score -478682.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -478692.531250 Penalty: 2476.599854
	Iteration 20F: 3 clusters Score -478692.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -478698.218750 Penalty: 2476.599854
	Iteration 21Q: 3 clusters Score -478698.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -478701.062500 Penalty: 2476.599854
	Iteration 22Q: 3 clusters Score -478701.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -478704.156250 Penalty: 2476.599854
	Iteration 23Q: 3 clusters Score -478704.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -478706.375000 Penalty: 2476.599854
	Iteration 24Q: 3 clusters Score -478706.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -478709.562500 Penalty: 2476.599854
	Iteration 25Q: 3 clusters Score -478709.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -478712.625000 Penalty: 2476.599854
	Iteration 26Q: 3 clusters Score -478712.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -478714.281250 Penalty: 2476.599854
	Iteration 27Q: 3 clusters Score -478714.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -478715.031250 Penalty: 2476.599854
	Iteration 28Q: 3 clusters Score -478715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -478714.781250 Penalty: 2476.599854
	Iteration 29Q: 3 clusters Score -478714.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -478714.781250 Penalty: 2476.599854
	Iteration 30F: 3 clusters Score -478714.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Entering Unmasked Estep 
Score: -828210.500000 Penalty: 1315.972900
	Iteration 0F: 2 clusters Score -828210.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -823320.375000 Penalty: 2631.945801
	Iteration 0F: 3 clusters Score -823320.4 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -824871.500000 Penalty: 2631.945801
	Iteration 1F: 3 clusters Score -824871.5 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -825147.750000 Penalty: 2631.945801
	Iteration 2F: 3 clusters Score -825147.8 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -825354.125000 Penalty: 2631.945801
	Iteration 3F: 3 clusters Score -825354.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -825548.250000 Penalty: 2631.945801
	Iteration 4Q: 3 clusters Score -825548.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -825759.750000 Penalty: 2631.945801
	Iteration 5Q: 3 clusters Score -825759.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -825979.187500 Penalty: 2631.945801
	Iteration 6Q: 3 clusters Score -825979.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -826177.437500 Penalty: 2631.945801
	Iteration 7Q: 3 clusters Score -826177.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -826336.250000 Penalty: 2631.945801
	Iteration 8Q: 3 clusters Score -826336.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -826497.687500 Penalty: 2631.945801
	Iteration 9Q: 3 clusters Score -826497.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -826636.937500 Penalty: 2631.945801
	Iteration 10Q: 3 clusters Score -826636.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -826749.687500 Penalty: 2631.945801
	Iteration 11Q: 3 clusters Score -826749.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -826842.000000 Penalty: 2631.945801
	Iteration 12Q: 3 clusters Score -826842 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -826924.187500 Penalty: 2631.945801
	Iteration 13Q: 3 clusters Score -826924.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -826992.312500 Penalty: 2631.945801
	Iteration 14Q: 3 clusters Score -826992.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -827038.500000 Penalty: 2631.945801
	Iteration 15Q: 3 clusters Score -827038.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -827082.500000 Penalty: 2631.945801
	Iteration 16Q: 3 clusters Score -827082.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -827139.812500 Penalty: 2631.945801
	Iteration 17Q: 3 clusters Score -827139.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -827204.000000 Penalty: 2631.945801
	Iteration 18Q: 3 clusters Score -827204 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -827272.000000 Penalty: 2631.945801
	Iteration 19Q: 3 clusters Score -827272 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -827320.562500 Penalty: 2631.945801
	Iteration 20F: 3 clusters Score -827320.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -827359.375000 Penalty: 2631.945801
	Iteration 21Q: 3 clusters Score -827359.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -827394.250000 Penalty: 2631.945801
	Iteration 22Q: 3 clusters Score -827394.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -827441.937500 Penalty: 2631.945801
	Iteration 23Q: 3 clusters Score -827441.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -827493.125000 Penalty: 2631.945801
	Iteration 24Q: 3 clusters Score -827493.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -827548.562500 Penalty: 2631.945801
	Iteration 25Q: 3 clusters Score -827548.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -827590.250000 Penalty: 2631.945801
	Iteration 26Q: 3 clusters Score -827590.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -827620.812500 Penalty: 2631.945801
	Iteration 27Q: 3 clusters Score -827620.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -827638.437500 Penalty: 2631.945801
	Iteration 28Q: 3 clusters Score -827638.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -827653.312500 Penalty: 2631.945801
	Iteration 29Q: 3 clusters Score -827653.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -827669.250000 Penalty: 2631.945801
	Iteration 30Q: 3 clusters Score -827669.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -827683.750000 Penalty: 2631.945801
	Iteration 31Q: 3 clusters Score -827683.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -827696.437500 Penalty: 2631.945801
	Iteration 32Q: 3 clusters Score -827696.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -827709.812500 Penalty: 2631.945801
	Iteration 33Q: 3 clusters Score -827709.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -827717.875000 Penalty: 2631.945801
	Iteration 34Q: 3 clusters Score -827717.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -827721.125000 Penalty: 2631.945801
	Iteration 35Q: 3 clusters Score -827721.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -827722.062500 Penalty: 2631.945801
	Iteration 36Q: 3 clusters Score -827722.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -827726.062500 Penalty: 2631.945801
	Iteration 37Q: 3 clusters Score -827726.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -827728.187500 Penalty: 2631.945801
	Iteration 38Q: 3 clusters Score -827728.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -827729.125000 Penalty: 2631.945801
	Iteration 39Q: 3 clusters Score -827729.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -827730.937500 Penalty: 2631.945801
	Iteration 40F: 3 clusters Score -827730.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -827730.812500 Penalty: 2631.945801
	Iteration 41Q: 3 clusters Score -827730.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -827730.812500 Penalty: 2631.945801
	Iteration 42F: 3 clusters Score -827730.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Entering Unmasked Estep 
Score: -1041934.937500 Penalty: 1348.677856
	Iteration 0F: 2 clusters Score -1041935 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1035972.875000 Penalty: 2697.355713
	Iteration 0F: 3 clusters Score -1035973 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1037897.937500 Penalty: 2697.355713
	Iteration 1F: 3 clusters Score -1037898 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1038188.187500 Penalty: 2697.355713
	Iteration 2F: 3 clusters Score -1038188 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1038390.812500 Penalty: 2697.355713
	Iteration 3F: 3 clusters Score -1038391 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1038551.750000 Penalty: 2697.355713
	Iteration 4Q: 3 clusters Score -1038552 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1038722.875000 Penalty: 2697.355713
	Iteration 5Q: 3 clusters Score -1038723 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1038888.875000 Penalty: 2697.355713
	Iteration 6Q: 3 clusters Score -1038889 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1039048.937500 Penalty: 2697.355713
	Iteration 7Q: 3 clusters Score -1039049 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1039251.562500 Penalty: 2697.355713
	Iteration 8Q: 3 clusters Score -1039252 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1039497.750000 Penalty: 2697.355713
	Iteration 9Q: 3 clusters Score -1039498 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1039732.187500 Penalty: 2697.355713
	Iteration 10Q: 3 clusters Score -1039732 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1039973.500000 Penalty: 2697.355713
	Iteration 11Q: 3 clusters Score -1039974 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1040170.000000 Penalty: 2697.355713
	Iteration 12Q: 3 clusters Score -1040170 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1040366.125000 Penalty: 2697.355713
	Iteration 13Q: 3 clusters Score -1040366 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1040540.875000 Penalty: 2697.355713
	Iteration 14Q: 3 clusters Score -1040541 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1040660.875000 Penalty: 2697.355713
	Iteration 15Q: 3 clusters Score -1040661 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1040761.062500 Penalty: 2697.355713
	Iteration 16Q: 3 clusters Score -1040761 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1040811.062500 Penalty: 2697.355713
	Iteration 17Q: 3 clusters Score -1040811 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1040851.625000 Penalty: 2697.355713
	Iteration 18Q: 3 clusters Score -1040852 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1040881.562500 Penalty: 2697.355713
	Iteration 19Q: 3 clusters Score -1040882 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1040910.250000 Penalty: 2697.355713
	Iteration 20F: 3 clusters Score -1040910 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1040925.625000 Penalty: 2697.355713
	Iteration 21Q: 3 clusters Score -1040926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1040938.687500 Penalty: 2697.355713
	Iteration 22Q: 3 clusters Score -1040939 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1040946.937500 Penalty: 2697.355713
	Iteration 23Q: 3 clusters Score -1040947 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1040952.187500 Penalty: 2697.355713
	Iteration 24Q: 3 clusters Score -1040952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1040955.437500 Penalty: 2697.355713
	Iteration 25Q: 3 clusters Score -1040955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1040959.812500 Penalty: 2697.355713
	Iteration 26Q: 3 clusters Score -1040960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1040961.812500 Penalty: 2697.355713
	Iteration 27Q: 3 clusters Score -1040962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1040962.875000 Penalty: 2697.355713
	Iteration 28Q: 3 clusters Score -1040963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1040962.937500 Penalty: 2697.355713
	Iteration 29Q: 3 clusters Score -1040963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1040962.937500 Penalty: 2697.355713
	Iteration 30F: 3 clusters Score -1040963 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Entering Unmasked Estep 
Score: -562400.687500 Penalty: 1262.672607
	Iteration 0F: 2 clusters Score -562400.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -558871.000000 Penalty: 2525.345215
	Iteration 0F: 3 clusters Score -558871 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -560066.187500 Penalty: 2525.345215
	Iteration 1F: 3 clusters Score -560066.2 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -560501.562500 Penalty: 2525.345215
	Iteration 2F: 3 clusters Score -560501.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -560918.562500 Penalty: 2525.345215
	Iteration 3F: 3 clusters Score -560918.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -561329.562500 Penalty: 2525.345215
	Iteration 4F: 3 clusters Score -561329.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -561612.937500 Penalty: 2525.345215
	Iteration 5F: 3 clusters Score -561612.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -561792.625000 Penalty: 2525.345215
	Iteration 6Q: 3 clusters Score -561792.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -561918.000000 Penalty: 2525.345215
	Iteration 7Q: 3 clusters Score -561918 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -561983.625000 Penalty: 2525.345215
	Iteration 8Q: 3 clusters Score -561983.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -562039.375000 Penalty: 2525.345215
	Iteration 9Q: 3 clusters Score -562039.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -562081.250000 Penalty: 2525.345215
	Iteration 10Q: 3 clusters Score -562081.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -562114.187500 Penalty: 2525.345215
	Iteration 11Q: 3 clusters Score -562114.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -562140.937500 Penalty: 2525.345215
	Iteration 12Q: 3 clusters Score -562140.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -562155.562500 Penalty: 2525.345215
	Iteration 13Q: 3 clusters Score -562155.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -562164.500000 Penalty: 2525.345215
	Iteration 14Q: 3 clusters Score -562164.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -562167.875000 Penalty: 2525.345215
	Iteration 15Q: 3 clusters Score -562167.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -562173.062500 Penalty: 2525.345215
	Iteration 16Q: 3 clusters Score -562173.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -562179.437500 Penalty: 2525.345215
	Iteration 17Q: 3 clusters Score -562179.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -562186.625000 Penalty: 2525.345215
	Iteration 18Q: 3 clusters Score -562186.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -562195.687500 Penalty: 2525.345215
	Iteration 19Q: 3 clusters Score -562195.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -562204.375000 Penalty: 2525.345215
	Iteration 20F: 3 clusters Score -562204.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -562210.625000 Penalty: 2525.345215
	Iteration 21Q: 3 clusters Score -562210.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -562216.062500 Penalty: 2525.345215
	Iteration 22Q: 3 clusters Score -562216.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -562220.250000 Penalty: 2525.345215
	Iteration 23Q: 3 clusters Score -562220.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -562223.937500 Penalty: 2525.345215
	Iteration 24Q: 3 clusters Score -562223.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -562227.437500 Penalty: 2525.345215
	Iteration 25Q: 3 clusters Score -562227.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -562229.750000 Penalty: 2525.345215
	Iteration 26Q: 3 clusters Score -562229.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -562230.375000 Penalty: 2525.345215
	Iteration 27Q: 3 clusters Score -562230.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -562230.125000 Penalty: 2525.345215
	Iteration 28Q: 3 clusters Score -562230.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -562229.812500 Penalty: 2525.345215
	Iteration 29Q: 3 clusters Score -562229.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -562229.812500 Penalty: 2525.345215
	Iteration 30F: 3 clusters Score -562229.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Entering Unmasked Estep 
Score: -2769848.750000 Penalty: 1486.421265
	Iteration 0F: 2 clusters Score -2769849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -2755673.000000 Penalty: 2972.842529
	Iteration 0F: 3 clusters Score -2755673 nChanged 9615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -2760779.750000 Penalty: 2972.842529
	Iteration 1F: 3 clusters Score -2760780 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -2761151.500000 Penalty: 2972.842529
	Iteration 2Q: 3 clusters Score -2761152 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -2761448.000000 Penalty: 2972.842529
	Iteration 3Q: 3 clusters Score -2761448 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -2761703.250000 Penalty: 2972.842529
	Iteration 4Q: 3 clusters Score -2761703 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -2761914.250000 Penalty: 2972.842529
	Iteration 5Q: 3 clusters Score -2761914 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -2762103.500000 Penalty: 2972.842529
	Iteration 6Q: 3 clusters Score -2762104 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -2762302.250000 Penalty: 2972.842529
	Iteration 7Q: 3 clusters Score -2762302 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -2762525.000000 Penalty: 2972.842529
	Iteration 8Q: 3 clusters Score -2762525 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -2762758.750000 Penalty: 2972.842529
	Iteration 9Q: 3 clusters Score -2762759 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -2763099.250000 Penalty: 2972.842529
	Iteration 10Q: 3 clusters Score -2763099 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -2763573.500000 Penalty: 2972.842529
	Iteration 11Q: 3 clusters Score -2763574 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -2764141.500000 Penalty: 2972.842529
	Iteration 12Q: 3 clusters Score -2764142 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -2764746.500000 Penalty: 2972.842529
	Iteration 13Q: 3 clusters Score -2764746 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -2765356.500000 Penalty: 2972.842529
	Iteration 14Q: 3 clusters Score -2765356 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -2765950.000000 Penalty: 2972.842529
	Iteration 15Q: 3 clusters Score -2765950 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18192 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -2766479.250000 Penalty: 2972.842529
	Iteration 16Q: 3 clusters Score -2766479 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -2766953.500000 Penalty: 2972.842529
	Iteration 17Q: 3 clusters Score -2766954 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -2767360.000000 Penalty: 2972.842529
	Iteration 18Q: 3 clusters Score -2767360 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -2767712.000000 Penalty: 2972.842529
	Iteration 19Q: 3 clusters Score -2767712 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2767971.250000 Penalty: 2972.842529
	Iteration 20F: 3 clusters Score -2767971 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2768170.750000 Penalty: 2972.842529
	Iteration 21Q: 3 clusters Score -2768171 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20616 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2768314.250000 Penalty: 2972.842529
	Iteration 22Q: 3 clusters Score -2768314 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20774 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2768422.000000 Penalty: 2972.842529
	Iteration 23Q: 3 clusters Score -2768422 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20880 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2768490.250000 Penalty: 2972.842529
	Iteration 24Q: 3 clusters Score -2768490 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2768533.250000 Penalty: 2972.842529
	Iteration 25Q: 3 clusters Score -2768533 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2768563.250000 Penalty: 2972.842529
	Iteration 26Q: 3 clusters Score -2768563 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2768599.750000 Penalty: 2972.842529
	Iteration 27Q: 3 clusters Score -2768600 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21110 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2768631.500000 Penalty: 2972.842529
	Iteration 28Q: 3 clusters Score -2768632 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2768648.750000 Penalty: 2972.842529
	Iteration 29Q: 3 clusters Score -2768649 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2768662.250000 Penalty: 2972.842529
	Iteration 30Q: 3 clusters Score -2768662 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2768677.250000 Penalty: 2972.842529
	Iteration 31Q: 3 clusters Score -2768677 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2768692.250000 Penalty: 2972.842529
	Iteration 32Q: 3 clusters Score -2768692 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -2768712.000000 Penalty: 2972.842529
	Iteration 33Q: 3 clusters Score -2768712 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21226 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -2768718.000000 Penalty: 2972.842529
	Iteration 34Q: 3 clusters Score -2768718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -2768719.750000 Penalty: 2972.842529
	Iteration 35Q: 3 clusters Score -2768720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21243 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2768722.000000 Penalty: 2972.842529
	Iteration 36Q: 3 clusters Score -2768722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21245 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2768727.000000 Penalty: 2972.842529
	Iteration 37Q: 3 clusters Score -2768727 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -2768732.750000 Penalty: 2972.842529
	Iteration 38Q: 3 clusters Score -2768733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21255 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2768736.000000 Penalty: 2972.842529
	Iteration 39Q: 3 clusters Score -2768736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21256 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2768737.250000 Penalty: 2972.842529
	Iteration 40F: 3 clusters Score -2768737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Entering Unmasked Estep 
Score: -1886430.375000 Penalty: 1430.802124
	Iteration 0F: 2 clusters Score -1886430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1876471.625000 Penalty: 2861.604248
	Iteration 0F: 3 clusters Score -1876472 nChanged 6513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1879818.125000 Penalty: 2861.604248
	Iteration 1F: 3 clusters Score -1879818 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1880153.250000 Penalty: 2861.604248
	Iteration 2F: 3 clusters Score -1880153 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1880399.250000 Penalty: 2861.604248
	Iteration 3Q: 3 clusters Score -1880399 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1880577.750000 Penalty: 2861.604248
	Iteration 4Q: 3 clusters Score -1880578 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1880732.875000 Penalty: 2861.604248
	Iteration 5Q: 3 clusters Score -1880733 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1880846.250000 Penalty: 2861.604248
	Iteration 6Q: 3 clusters Score -1880846 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1880947.500000 Penalty: 2861.604248
	Iteration 7Q: 3 clusters Score -1880948 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1881032.875000 Penalty: 2861.604248
	Iteration 8Q: 3 clusters Score -1881033 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1881129.625000 Penalty: 2861.604248
	Iteration 9Q: 3 clusters Score -1881130 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1881222.500000 Penalty: 2861.604248
	Iteration 10Q: 3 clusters Score -1881222 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1881336.375000 Penalty: 2861.604248
	Iteration 11Q: 3 clusters Score -1881336 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1881485.625000 Penalty: 2861.604248
	Iteration 12Q: 3 clusters Score -1881486 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1881697.750000 Penalty: 2861.604248
	Iteration 13Q: 3 clusters Score -1881698 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1881993.375000 Penalty: 2861.604248
	Iteration 14Q: 3 clusters Score -1881993 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1882403.500000 Penalty: 2861.604248
	Iteration 15Q: 3 clusters Score -1882404 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1882896.000000 Penalty: 2861.604248
	Iteration 16Q: 3 clusters Score -1882896 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1883454.000000 Penalty: 2861.604248
	Iteration 17Q: 3 clusters Score -1883454 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1883987.000000 Penalty: 2861.604248
	Iteration 18Q: 3 clusters Score -1883987 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1884455.750000 Penalty: 2861.604248
	Iteration 19Q: 3 clusters Score -1884456 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1884785.375000 Penalty: 2861.604248
	Iteration 20F: 3 clusters Score -1884785 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1884984.125000 Penalty: 2861.604248
	Iteration 21Q: 3 clusters Score -1884984 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1885120.000000 Penalty: 2861.604248
	Iteration 22Q: 3 clusters Score -1885120 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1885197.500000 Penalty: 2861.604248
	Iteration 23Q: 3 clusters Score -1885198 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1885241.250000 Penalty: 2861.604248
	Iteration 24Q: 3 clusters Score -1885241 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1885264.000000 Penalty: 2861.604248
	Iteration 25Q: 3 clusters Score -1885264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1885273.375000 Penalty: 2861.604248
	Iteration 26Q: 3 clusters Score -1885273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1885274.125000 Penalty: 2861.604248
	Iteration 27Q: 3 clusters Score -1885274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1885277.125000 Penalty: 2861.604248
	Iteration 28Q: 3 clusters Score -1885277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1885277.125000 Penalty: 2861.604248
	Iteration 29F: 3 clusters Score -1885277 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Entering Unmasked Estep 
Score: -1390713.375000 Penalty: 1390.425781
	Iteration 0F: 2 clusters Score -1390713 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 5727 members 
Entering Unmasked Estep 
Score: -1383065.875000 Penalty: 2780.851562
	Iteration 0F: 3 clusters Score -1383066 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1385640.250000 Penalty: 2780.851562
	Iteration 1F: 3 clusters Score -1385640 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1385943.250000 Penalty: 2780.851562
	Iteration 2F: 3 clusters Score -1385943 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1386145.875000 Penalty: 2780.851562
	Iteration 3Q: 3 clusters Score -1386146 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1386287.125000 Penalty: 2780.851562
	Iteration 4Q: 3 clusters Score -1386287 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1386408.875000 Penalty: 2780.851562
	Iteration 5Q: 3 clusters Score -1386409 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1386524.250000 Penalty: 2780.851562
	Iteration 6Q: 3 clusters Score -1386524 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1386623.625000 Penalty: 2780.851562
	Iteration 7Q: 3 clusters Score -1386624 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1386736.125000 Penalty: 2780.851562
	Iteration 8Q: 3 clusters Score -1386736 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1386862.875000 Penalty: 2780.851562
	Iteration 9Q: 3 clusters Score -1386863 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1387005.000000 Penalty: 2780.851562
	Iteration 10Q: 3 clusters Score -1387005 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1387159.375000 Penalty: 2780.851562
	Iteration 11Q: 3 clusters Score -1387159 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1387313.000000 Penalty: 2780.851562
	Iteration 12Q: 3 clusters Score -1387313 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1387489.875000 Penalty: 2780.851562
	Iteration 13Q: 3 clusters Score -1387490 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1387691.125000 Penalty: 2780.851562
	Iteration 14Q: 3 clusters Score -1387691 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1387913.875000 Penalty: 2780.851562
	Iteration 15Q: 3 clusters Score -1387914 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1388149.000000 Penalty: 2780.851562
	Iteration 16Q: 3 clusters Score -1388149 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1388377.250000 Penalty: 2780.851562
	Iteration 17Q: 3 clusters Score -1388377 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1388614.375000 Penalty: 2780.851562
	Iteration 18Q: 3 clusters Score -1388614 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1388808.625000 Penalty: 2780.851562
	Iteration 19Q: 3 clusters Score -1388809 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1388975.375000 Penalty: 2780.851562
	Iteration 20F: 3 clusters Score -1388975 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1389094.500000 Penalty: 2780.851562
	Iteration 21Q: 3 clusters Score -1389094 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1389216.000000 Penalty: 2780.851562
	Iteration 22Q: 3 clusters Score -1389216 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1389294.500000 Penalty: 2780.851562
	Iteration 23Q: 3 clusters Score -1389294 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1389354.500000 Penalty: 2780.851562
	Iteration 24Q: 3 clusters Score -1389354 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1389411.500000 Penalty: 2780.851562
	Iteration 25Q: 3 clusters Score -1389412 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1389455.875000 Penalty: 2780.851562
	Iteration 26Q: 3 clusters Score -1389456 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1389496.625000 Penalty: 2780.851562
	Iteration 27Q: 3 clusters Score -1389497 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1389528.875000 Penalty: 2780.851562
	Iteration 28Q: 3 clusters Score -1389529 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1389561.250000 Penalty: 2780.851562
	Iteration 29Q: 3 clusters Score -1389561 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1389596.000000 Penalty: 2780.851562
	Iteration 30Q: 3 clusters Score -1389596 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1389619.625000 Penalty: 2780.851562
	Iteration 31Q: 3 clusters Score -1389620 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1389645.125000 Penalty: 2780.851562
	Iteration 32Q: 3 clusters Score -1389645 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1389668.375000 Penalty: 2780.851562
	Iteration 33Q: 3 clusters Score -1389668 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1389685.625000 Penalty: 2780.851562
	Iteration 34Q: 3 clusters Score -1389686 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1389698.125000 Penalty: 2780.851562
	Iteration 35Q: 3 clusters Score -1389698 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1389717.000000 Penalty: 2780.851562
	Iteration 36Q: 3 clusters Score -1389717 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1389733.250000 Penalty: 2780.851562
	Iteration 37Q: 3 clusters Score -1389733 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1389740.750000 Penalty: 2780.851562
	Iteration 38Q: 3 clusters Score -1389741 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1389747.875000 Penalty: 2780.851562
	Iteration 39Q: 3 clusters Score -1389748 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1389756.875000 Penalty: 2780.851562
	Iteration 40F: 3 clusters Score -1389757 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1389765.500000 Penalty: 2780.851562
	Iteration 41Q: 3 clusters Score -1389766 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1389773.250000 Penalty: 2780.851562
	Iteration 42Q: 3 clusters Score -1389773 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1389771.750000 Penalty: 2780.851562
	Iteration 43Q: 3 clusters Score -1389772 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1389778.250000 Penalty: 2780.851562
	Iteration 44Q: 3 clusters Score -1389778 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1389790.000000 Penalty: 2780.851562
	Iteration 45Q: 3 clusters Score -1389790 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1389795.000000 Penalty: 2780.851562
	Iteration 46Q: 3 clusters Score -1389795 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1389797.625000 Penalty: 2780.851562
	Iteration 47Q: 3 clusters Score -1389798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1389801.000000 Penalty: 2780.851562
	Iteration 48Q: 3 clusters Score -1389801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1389803.875000 Penalty: 2780.851562
	Iteration 49Q: 3 clusters Score -1389804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1389803.125000 Penalty: 2780.851562
	Iteration 50Q: 3 clusters Score -1389803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1389802.750000 Penalty: 2780.851562
	Iteration 51Q: 3 clusters Score -1389803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1389803.000000 Penalty: 2780.851562
	Iteration 52Q: 3 clusters Score -1389803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1389802.125000 Penalty: 2780.851562
	Iteration 53Q: 3 clusters Score -1389802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1389802.125000 Penalty: 2780.851562
	Iteration 54F: 3 clusters Score -1389802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Entering Unmasked Estep 
Score: -177304.093750 Penalty: 1102.569580
	Iteration 0F: 2 clusters Score -177304.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -175689.859375 Penalty: 2205.139160
	Iteration 0F: 3 clusters Score -175689.9 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -176095.703125 Penalty: 2205.139160
	Iteration 1F: 3 clusters Score -176095.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -176232.000000 Penalty: 2205.139160
	Iteration 2F: 3 clusters Score -176232 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -176307.609375 Penalty: 2205.139160
	Iteration 3Q: 3 clusters Score -176307.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -176343.375000 Penalty: 2205.139160
	Iteration 4Q: 3 clusters Score -176343.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -176372.328125 Penalty: 2205.139160
	Iteration 5Q: 3 clusters Score -176372.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -176384.890625 Penalty: 2205.139160
	Iteration 6Q: 3 clusters Score -176384.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -176396.640625 Penalty: 2205.139160
	Iteration 7Q: 3 clusters Score -176396.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -176410.109375 Penalty: 2205.139160
	Iteration 8Q: 3 clusters Score -176410.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -176422.000000 Penalty: 2205.139160
	Iteration 9Q: 3 clusters Score -176422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -176429.171875 Penalty: 2205.139160
	Iteration 10Q: 3 clusters Score -176429.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -176442.000000 Penalty: 2205.139160
	Iteration 11Q: 3 clusters Score -176442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -176450.796875 Penalty: 2205.139160
	Iteration 12Q: 3 clusters Score -176450.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -176457.625000 Penalty: 2205.139160
	Iteration 13Q: 3 clusters Score -176457.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -176459.312500 Penalty: 2205.139160
	Iteration 14Q: 3 clusters Score -176459.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -176461.734375 Penalty: 2205.139160
	Iteration 15Q: 3 clusters Score -176461.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -176467.250000 Penalty: 2205.139160
	Iteration 16Q: 3 clusters Score -176467.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -176476.000000 Penalty: 2205.139160
	Iteration 17Q: 3 clusters Score -176476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -176481.781250 Penalty: 2205.139160
	Iteration 18Q: 3 clusters Score -176481.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -176482.250000 Penalty: 2205.139160
	Iteration 19Q: 3 clusters Score -176482.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -176484.000000 Penalty: 2205.139160
	Iteration 20F: 3 clusters Score -176484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Entering Unmasked Estep 
Score: -460548.968750 Penalty: 1229.315063
	Iteration 0F: 2 clusters Score -460549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -457563.500000 Penalty: 2458.630127
	Iteration 0F: 3 clusters Score -457563.5 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -458428.968750 Penalty: 2458.630127
	Iteration 1F: 3 clusters Score -458429 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -458638.093750 Penalty: 2458.630127
	Iteration 2F: 3 clusters Score -458638.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -458771.718750 Penalty: 2458.630127
	Iteration 3F: 3 clusters Score -458771.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -458886.593750 Penalty: 2458.630127
	Iteration 4Q: 3 clusters Score -458886.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -458957.718750 Penalty: 2458.630127
	Iteration 5Q: 3 clusters Score -458957.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -459008.000000 Penalty: 2458.630127
	Iteration 6Q: 3 clusters Score -459008 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -459059.312500 Penalty: 2458.630127
	Iteration 7Q: 3 clusters Score -459059.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -459106.656250 Penalty: 2458.630127
	Iteration 8Q: 3 clusters Score -459106.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -459134.062500 Penalty: 2458.630127
	Iteration 9Q: 3 clusters Score -459134.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -459154.750000 Penalty: 2458.630127
	Iteration 10Q: 3 clusters Score -459154.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -459171.781250 Penalty: 2458.630127
	Iteration 11Q: 3 clusters Score -459171.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -459187.687500 Penalty: 2458.630127
	Iteration 12Q: 3 clusters Score -459187.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -459200.718750 Penalty: 2458.630127
	Iteration 13Q: 3 clusters Score -459200.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -459217.031250 Penalty: 2458.630127
	Iteration 14Q: 3 clusters Score -459217 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -459240.062500 Penalty: 2458.630127
	Iteration 15Q: 3 clusters Score -459240.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -459268.468750 Penalty: 2458.630127
	Iteration 16Q: 3 clusters Score -459268.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -459290.187500 Penalty: 2458.630127
	Iteration 17Q: 3 clusters Score -459290.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -459314.250000 Penalty: 2458.630127
	Iteration 18Q: 3 clusters Score -459314.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -459336.406250 Penalty: 2458.630127
	Iteration 19Q: 3 clusters Score -459336.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -459355.687500 Penalty: 2458.630127
	Iteration 20F: 3 clusters Score -459355.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -459375.843750 Penalty: 2458.630127
	Iteration 21Q: 3 clusters Score -459375.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -459397.187500 Penalty: 2458.630127
	Iteration 22Q: 3 clusters Score -459397.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -459414.125000 Penalty: 2458.630127
	Iteration 23Q: 3 clusters Score -459414.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -459429.750000 Penalty: 2458.630127
	Iteration 24Q: 3 clusters Score -459429.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -459445.281250 Penalty: 2458.630127
	Iteration 25Q: 3 clusters Score -459445.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -459469.500000 Penalty: 2458.630127
	Iteration 26Q: 3 clusters Score -459469.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -459502.625000 Penalty: 2458.630127
	Iteration 27Q: 3 clusters Score -459502.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -459535.718750 Penalty: 2458.630127
	Iteration 28Q: 3 clusters Score -459535.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -459573.250000 Penalty: 2458.630127
	Iteration 29Q: 3 clusters Score -459573.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -459611.750000 Penalty: 2458.630127
	Iteration 30Q: 3 clusters Score -459611.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -459649.968750 Penalty: 2458.630127
	Iteration 31Q: 3 clusters Score -459650 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -459685.093750 Penalty: 2458.630127
	Iteration 32Q: 3 clusters Score -459685.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -459709.500000 Penalty: 2458.630127
	Iteration 33Q: 3 clusters Score -459709.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -459735.093750 Penalty: 2458.630127
	Iteration 34Q: 3 clusters Score -459735.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -459750.312500 Penalty: 2458.630127
	Iteration 35Q: 3 clusters Score -459750.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -459762.125000 Penalty: 2458.630127
	Iteration 36Q: 3 clusters Score -459762.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -459771.937500 Penalty: 2458.630127
	Iteration 37Q: 3 clusters Score -459771.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -459780.343750 Penalty: 2458.630127
	Iteration 38Q: 3 clusters Score -459780.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -459794.593750 Penalty: 2458.630127
	Iteration 39Q: 3 clusters Score -459794.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -459804.562500 Penalty: 2458.630127
	Iteration 40F: 3 clusters Score -459804.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -459813.718750 Penalty: 2458.630127
	Iteration 41Q: 3 clusters Score -459813.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -459824.937500 Penalty: 2458.630127
	Iteration 42Q: 3 clusters Score -459824.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -459838.000000 Penalty: 2458.630127
	Iteration 43Q: 3 clusters Score -459838 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -459852.468750 Penalty: 2458.630127
	Iteration 44Q: 3 clusters Score -459852.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -459868.781250 Penalty: 2458.630127
	Iteration 45Q: 3 clusters Score -459868.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -459879.750000 Penalty: 2458.630127
	Iteration 46Q: 3 clusters Score -459879.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -459897.312500 Penalty: 2458.630127
	Iteration 47Q: 3 clusters Score -459897.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -459917.187500 Penalty: 2458.630127
	Iteration 48Q: 3 clusters Score -459917.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -459935.843750 Penalty: 2458.630127
	Iteration 49Q: 3 clusters Score -459935.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -459956.843750 Penalty: 2458.630127
	Iteration 50Q: 3 clusters Score -459956.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -459994.687500 Penalty: 2458.630127
	Iteration 51Q: 3 clusters Score -459994.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -460038.468750 Penalty: 2458.630127
	Iteration 52Q: 3 clusters Score -460038.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -460071.156250 Penalty: 2458.630127
	Iteration 53Q: 3 clusters Score -460071.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -460096.531250 Penalty: 2458.630127
	Iteration 54Q: 3 clusters Score -460096.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -460116.187500 Penalty: 2458.630127
	Iteration 55Q: 3 clusters Score -460116.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -460128.343750 Penalty: 2458.630127
	Iteration 56Q: 3 clusters Score -460128.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -460136.375000 Penalty: 2458.630127
	Iteration 57Q: 3 clusters Score -460136.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -460139.781250 Penalty: 2458.630127
	Iteration 58Q: 3 clusters Score -460139.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -460141.187500 Penalty: 2458.630127
	Iteration 59Q: 3 clusters Score -460141.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -460141.187500 Penalty: 2458.630127
	Iteration 60F: 3 clusters Score -460141.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (51774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51774 members 
Entering Unmasked Estep 
Score: -6585725.000000 Penalty: 1615.171021
	Iteration 0F: 2 clusters Score -6585725 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25955 members 
Mstep: Class 2 contains 25819 members 
Entering Unmasked Estep 
Score: -6552882.000000 Penalty: 3230.342041
	Iteration 0F: 3 clusters Score -6552882 nChanged 23917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26722 members 
Mstep: Class 2 contains 25052 members 
Entering Unmasked Estep 
Score: -6566165.000000 Penalty: 3230.342041
	Iteration 1F: 3 clusters Score -6566165 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27146 members 
Mstep: Class 2 contains 24628 members 
Entering Unmasked Estep 
Score: -6566766.000000 Penalty: 3230.342041
	Iteration 2Q: 3 clusters Score -6566766 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27733 members 
Mstep: Class 2 contains 24041 members 
Entering Unmasked Estep 
Score: -6567328.000000 Penalty: 3230.342041
	Iteration 3Q: 3 clusters Score -6567328 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28641 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -6568089.500000 Penalty: 3230.342041
	Iteration 4Q: 3 clusters Score -6568090 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29911 members 
Mstep: Class 2 contains 21863 members 
Entering Unmasked Estep 
Score: -6568997.000000 Penalty: 3230.342041
	Iteration 5Q: 3 clusters Score -6568997 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31673 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -6570117.500000 Penalty: 3230.342041
	Iteration 6Q: 3 clusters Score -6570118 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33956 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -6571671.000000 Penalty: 3230.342041
	Iteration 7F: 3 clusters Score -6571671 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36801 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -6573794.500000 Penalty: 3230.342041
	Iteration 8F: 3 clusters Score -6573794 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40108 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -6576319.000000 Penalty: 3230.342041
	Iteration 9F: 3 clusters Score -6576319 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43404 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -6578790.500000 Penalty: 3230.342041
	Iteration 10F: 3 clusters Score -6578790 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46219 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -6580875.500000 Penalty: 3230.342041
	Iteration 11F: 3 clusters Score -6580876 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48191 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -6582305.000000 Penalty: 3230.342041
	Iteration 12Q: 3 clusters Score -6582305 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49486 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -6583150.500000 Penalty: 3230.342041
	Iteration 13Q: 3 clusters Score -6583150 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50264 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -6583658.000000 Penalty: 3230.342041
	Iteration 14Q: 3 clusters Score -6583658 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50707 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -6583934.000000 Penalty: 3230.342041
	Iteration 15Q: 3 clusters Score -6583934 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50965 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -6584103.000000 Penalty: 3230.342041
	Iteration 16Q: 3 clusters Score -6584103 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51109 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -6584213.000000 Penalty: 3230.342041
	Iteration 17Q: 3 clusters Score -6584213 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51191 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -6584288.000000 Penalty: 3230.342041
	Iteration 18Q: 3 clusters Score -6584288 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51252 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -6584340.500000 Penalty: 3230.342041
	Iteration 19Q: 3 clusters Score -6584340 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51295 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -6584393.000000 Penalty: 3230.342041
	Iteration 20F: 3 clusters Score -6584393 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51317 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -6584407.000000 Penalty: 3230.342041
	Iteration 21Q: 3 clusters Score -6584407 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51326 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -6584420.500000 Penalty: 3230.342041
	Iteration 22Q: 3 clusters Score -6584420 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51340 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -6584434.500000 Penalty: 3230.342041
	Iteration 23Q: 3 clusters Score -6584434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51346 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -6584445.000000 Penalty: 3230.342041
	Iteration 24Q: 3 clusters Score -6584445 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51353 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -6584457.000000 Penalty: 3230.342041
	Iteration 25Q: 3 clusters Score -6584457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51357 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -6584452.000000 Penalty: 3230.342041
	Iteration 26Q: 3 clusters Score -6584452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51363 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -6584456.000000 Penalty: 3230.342041
	Iteration 27Q: 3 clusters Score -6584456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51368 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -6584474.000000 Penalty: 3230.342041
	Iteration 28Q: 3 clusters Score -6584474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51376 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -6584477.500000 Penalty: 3230.342041
	Iteration 29Q: 3 clusters Score -6584478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51381 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -6584482.500000 Penalty: 3230.342041
	Iteration 30Q: 3 clusters Score -6584482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51385 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -6584484.000000 Penalty: 3230.342041
	Iteration 31Q: 3 clusters Score -6584484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51388 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -6584476.000000 Penalty: 3230.342041
	Iteration 32Q: 3 clusters Score -6584476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51387 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -6584477.000000 Penalty: 3230.342041
	Iteration 33Q: 3 clusters Score -6584477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51388 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -6584477.000000 Penalty: 3230.342041
	Iteration 34Q: 3 clusters Score -6584477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51389 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -6584479.500000 Penalty: 3230.342041
	Iteration 35Q: 3 clusters Score -6584480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51390 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -6584481.500000 Penalty: 3230.342041
	Iteration 36Q: 3 clusters Score -6584482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51390 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -6584481.500000 Penalty: 3230.342041
	Iteration 37F: 3 clusters Score -6584482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (36345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36345 members 
Entering Unmasked Estep 
Score: -4568287.000000 Penalty: 1562.520752
	Iteration 0F: 2 clusters Score -4568287 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -4544622.500000 Penalty: 3125.041504
	Iteration 0F: 3 clusters Score -4544622 nChanged 16576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
Score: -4553687.000000 Penalty: 3125.041504
	Iteration 1F: 3 clusters Score -4553687 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -4554215.000000 Penalty: 3125.041504
	Iteration 2Q: 3 clusters Score -4554215 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -4554651.000000 Penalty: 3125.041504
	Iteration 3Q: 3 clusters Score -4554651 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -4555104.500000 Penalty: 3125.041504
	Iteration 4Q: 3 clusters Score -4555104 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -4555609.000000 Penalty: 3125.041504
	Iteration 5Q: 3 clusters Score -4555609 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 22028 members 
Entering Unmasked Estep 
Score: -4556222.000000 Penalty: 3125.041504
	Iteration 6Q: 3 clusters Score -4556222 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 23396 members 
Entering Unmasked Estep 
Score: -4557034.000000 Penalty: 3125.041504
	Iteration 7Q: 3 clusters Score -4557034 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 25157 members 
Entering Unmasked Estep 
Score: -4558189.500000 Penalty: 3125.041504
	Iteration 8F: 3 clusters Score -4558190 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 27325 members 
Entering Unmasked Estep 
Score: -4559736.500000 Penalty: 3125.041504
	Iteration 9F: 3 clusters Score -4559736 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 29757 members 
Entering Unmasked Estep 
Score: -4561692.000000 Penalty: 3125.041504
	Iteration 10F: 3 clusters Score -4561692 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 32011 members 
Entering Unmasked Estep 
Score: -4563595.000000 Penalty: 3125.041504
	Iteration 11F: 3 clusters Score -4563595 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 33766 members 
Entering Unmasked Estep 
Score: -4565028.500000 Penalty: 3125.041504
	Iteration 12Q: 3 clusters Score -4565028 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 34844 members 
Entering Unmasked Estep 
Score: -4565900.500000 Penalty: 3125.041504
	Iteration 13Q: 3 clusters Score -4565900 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 35430 members 
Entering Unmasked Estep 
Score: -4566429.000000 Penalty: 3125.041504
	Iteration 14Q: 3 clusters Score -4566429 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 35721 members 
Entering Unmasked Estep 
Score: -4566713.000000 Penalty: 3125.041504
	Iteration 15Q: 3 clusters Score -4566713 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 35861 members 
Entering Unmasked Estep 
Score: -4566835.500000 Penalty: 3125.041504
	Iteration 16Q: 3 clusters Score -4566836 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 35926 members 
Entering Unmasked Estep 
Score: -4566913.500000 Penalty: 3125.041504
	Iteration 17Q: 3 clusters Score -4566914 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 35963 members 
Entering Unmasked Estep 
Score: -4566973.000000 Penalty: 3125.041504
	Iteration 18Q: 3 clusters Score -4566973 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 35985 members 
Entering Unmasked Estep 
Score: -4567007.000000 Penalty: 3125.041504
	Iteration 19Q: 3 clusters Score -4567007 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 36000 members 
Entering Unmasked Estep 
Score: -4567029.500000 Penalty: 3125.041504
	Iteration 20F: 3 clusters Score -4567030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 36001 members 
Entering Unmasked Estep 
Score: -4567036.500000 Penalty: 3125.041504
	Iteration 21Q: 3 clusters Score -4567036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 36006 members 
Entering Unmasked Estep 
Score: -4567046.500000 Penalty: 3125.041504
	Iteration 22Q: 3 clusters Score -4567046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 36015 members 
Entering Unmasked Estep 
Score: -4567056.500000 Penalty: 3125.041504
	Iteration 23Q: 3 clusters Score -4567056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 36024 members 
Entering Unmasked Estep 
Score: -4567065.000000 Penalty: 3125.041504
	Iteration 24Q: 3 clusters Score -4567065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 36027 members 
Entering Unmasked Estep 
Score: -4567070.000000 Penalty: 3125.041504
	Iteration 25Q: 3 clusters Score -4567070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 36030 members 
Entering Unmasked Estep 
Score: -4567071.500000 Penalty: 3125.041504
	Iteration 26Q: 3 clusters Score -4567072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 36031 members 
Entering Unmasked Estep 
Score: -4567073.000000 Penalty: 3125.041504
	Iteration 27Q: 3 clusters Score -4567073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 36031 members 
Entering Unmasked Estep 
Score: -4567074.500000 Penalty: 3125.041504
	Iteration 28Q: 3 clusters Score -4567074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 36030 members 
Entering Unmasked Estep 
Score: -4567079.500000 Penalty: 3125.041504
	Iteration 29Q: 3 clusters Score -4567080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 36030 members 
Entering Unmasked Estep 
Score: -4567084.000000 Penalty: 3125.041504
	Iteration 30Q: 3 clusters Score -4567084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 36030 members 
Entering Unmasked Estep 
Score: -4567090.000000 Penalty: 3125.041504
	Iteration 31Q: 3 clusters Score -4567090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 36031 members 
Entering Unmasked Estep 
Score: -4567087.000000 Penalty: 3125.041504
	Iteration 32Q: 3 clusters Score -4567087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 36032 members 
Entering Unmasked Estep 
Score: -4567088.000000 Penalty: 3125.041504
	Iteration 33Q: 3 clusters Score -4567088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 36032 members 
Entering Unmasked Estep 
Score: -4567088.000000 Penalty: 3125.041504
	Iteration 34F: 3 clusters Score -4567088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (21942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21942 members 
Entering Unmasked Estep 
Score: -2777539.250000 Penalty: 1487.428345
	Iteration 0F: 2 clusters Score -2777539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -2763272.750000 Penalty: 2974.856689
	Iteration 0F: 3 clusters Score -2763273 nChanged 9725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -2768526.500000 Penalty: 2974.856689
	Iteration 1F: 3 clusters Score -2768526 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -2768988.500000 Penalty: 2974.856689
	Iteration 2F: 3 clusters Score -2768988 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -2769558.500000 Penalty: 2974.856689
	Iteration 3F: 3 clusters Score -2769558 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -2770263.500000 Penalty: 2974.856689
	Iteration 4F: 3 clusters Score -2770264 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -2771141.750000 Penalty: 2974.856689
	Iteration 5F: 3 clusters Score -2771142 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -2772078.000000 Penalty: 2974.856689
	Iteration 6F: 3 clusters Score -2772078 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -2773015.500000 Penalty: 2974.856689
	Iteration 7F: 3 clusters Score -2773016 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -2773848.750000 Penalty: 2974.856689
	Iteration 8F: 3 clusters Score -2773849 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -2774601.750000 Penalty: 2974.856689
	Iteration 9Q: 3 clusters Score -2774602 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -2775231.750000 Penalty: 2974.856689
	Iteration 10Q: 3 clusters Score -2775232 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -2775706.000000 Penalty: 2974.856689
	Iteration 11Q: 3 clusters Score -2775706 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -2776028.000000 Penalty: 2974.856689
	Iteration 12Q: 3 clusters Score -2776028 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -2776210.750000 Penalty: 2974.856689
	Iteration 13Q: 3 clusters Score -2776211 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -2776333.250000 Penalty: 2974.856689
	Iteration 14Q: 3 clusters Score -2776333 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -2776411.250000 Penalty: 2974.856689
	Iteration 15Q: 3 clusters Score -2776411 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -2776473.000000 Penalty: 2974.856689
	Iteration 16Q: 3 clusters Score -2776473 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
Score: -2776506.750000 Penalty: 2974.856689
	Iteration 17Q: 3 clusters Score -2776507 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 19922 members 
Entering Unmasked Estep 
Score: -2776539.000000 Penalty: 2974.856689
	Iteration 18Q: 3 clusters Score -2776539 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -2776569.000000 Penalty: 2974.856689
	Iteration 19Q: 3 clusters Score -2776569 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -2776585.000000 Penalty: 2974.856689
	Iteration 20F: 3 clusters Score -2776585 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -2776598.500000 Penalty: 2974.856689
	Iteration 21Q: 3 clusters Score -2776598 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -2776607.250000 Penalty: 2974.856689
	Iteration 22Q: 3 clusters Score -2776607 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -2776626.500000 Penalty: 2974.856689
	Iteration 23Q: 3 clusters Score -2776626 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 20222 members 
Entering Unmasked Estep 
Score: -2776644.250000 Penalty: 2974.856689
	Iteration 24Q: 3 clusters Score -2776644 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -2776655.500000 Penalty: 2974.856689
	Iteration 25Q: 3 clusters Score -2776656 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 20299 members 
Entering Unmasked Estep 
Score: -2776666.000000 Penalty: 2974.856689
	Iteration 26Q: 3 clusters Score -2776666 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -2776673.000000 Penalty: 2974.856689
	Iteration 27Q: 3 clusters Score -2776673 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 20345 members 
Entering Unmasked Estep 
Score: -2776683.000000 Penalty: 2974.856689
	Iteration 28Q: 3 clusters Score -2776683 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -2776682.750000 Penalty: 2974.856689
	Iteration 29Q: 3 clusters Score -2776683 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 20382 members 
Entering Unmasked Estep 
Score: -2776686.000000 Penalty: 2974.856689
	Iteration 30Q: 3 clusters Score -2776686 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -2776685.250000 Penalty: 2974.856689
	Iteration 31Q: 3 clusters Score -2776685 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 20408 members 
Entering Unmasked Estep 
Score: -2776686.500000 Penalty: 2974.856689
	Iteration 32Q: 3 clusters Score -2776686 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 20424 members 
Entering Unmasked Estep 
Score: -2776699.000000 Penalty: 2974.856689
	Iteration 33Q: 3 clusters Score -2776699 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -2776703.500000 Penalty: 2974.856689
	Iteration 34Q: 3 clusters Score -2776704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 20444 members 
Entering Unmasked Estep 
Score: -2776706.250000 Penalty: 2974.856689
	Iteration 35Q: 3 clusters Score -2776706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -2776705.250000 Penalty: 2974.856689
	Iteration 36Q: 3 clusters Score -2776705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -2776708.500000 Penalty: 2974.856689
	Iteration 37Q: 3 clusters Score -2776708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -2776706.250000 Penalty: 2974.856689
	Iteration 38Q: 3 clusters Score -2776706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -2776712.500000 Penalty: 2974.856689
	Iteration 39Q: 3 clusters Score -2776712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
Score: -2776709.500000 Penalty: 2974.856689
	Iteration 40F: 3 clusters Score -2776710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 20477 members 
Entering Unmasked Estep 
Score: -2776710.500000 Penalty: 2974.856689
	Iteration 41Q: 3 clusters Score -2776710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 20482 members 
Entering Unmasked Estep 
Score: -2776711.500000 Penalty: 2974.856689
	Iteration 42Q: 3 clusters Score -2776712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
Score: -2776712.250000 Penalty: 2974.856689
	Iteration 43Q: 3 clusters Score -2776712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -2776711.750000 Penalty: 2974.856689
	Iteration 44Q: 3 clusters Score -2776712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -2776713.750000 Penalty: 2974.856689
	Iteration 45Q: 3 clusters Score -2776714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 20492 members 
Entering Unmasked Estep 
Score: -2776713.500000 Penalty: 2974.856689
	Iteration 46Q: 3 clusters Score -2776714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 20492 members 
Entering Unmasked Estep 
Score: -2776713.500000 Penalty: 2974.856689
	Iteration 47F: 3 clusters Score -2776714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Entering Unmasked Estep 
Score: -897598.937500 Penalty: 1322.215332
	Iteration 0F: 2 clusters Score -897598.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -892587.125000 Penalty: 2644.430664
	Iteration 0F: 3 clusters Score -892587.1 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -894110.250000 Penalty: 2644.430664
	Iteration 1F: 3 clusters Score -894110.2 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -894370.000000 Penalty: 2644.430664
	Iteration 2F: 3 clusters Score -894370 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -894536.812500 Penalty: 2644.430664
	Iteration 3Q: 3 clusters Score -894536.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -894664.625000 Penalty: 2644.430664
	Iteration 4Q: 3 clusters Score -894664.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -894746.062500 Penalty: 2644.430664
	Iteration 5Q: 3 clusters Score -894746.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -894813.250000 Penalty: 2644.430664
	Iteration 6Q: 3 clusters Score -894813.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -894893.812500 Penalty: 2644.430664
	Iteration 7Q: 3 clusters Score -894893.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -894978.750000 Penalty: 2644.430664
	Iteration 8Q: 3 clusters Score -894978.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -895050.812500 Penalty: 2644.430664
	Iteration 9Q: 3 clusters Score -895050.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -895129.500000 Penalty: 2644.430664
	Iteration 10Q: 3 clusters Score -895129.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -895219.875000 Penalty: 2644.430664
	Iteration 11Q: 3 clusters Score -895219.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -895316.125000 Penalty: 2644.430664
	Iteration 12Q: 3 clusters Score -895316.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -895429.312500 Penalty: 2644.430664
	Iteration 13Q: 3 clusters Score -895429.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -895553.562500 Penalty: 2644.430664
	Iteration 14Q: 3 clusters Score -895553.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -895679.437500 Penalty: 2644.430664
	Iteration 15Q: 3 clusters Score -895679.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -895803.125000 Penalty: 2644.430664
	Iteration 16Q: 3 clusters Score -895803.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -895913.875000 Penalty: 2644.430664
	Iteration 17Q: 3 clusters Score -895913.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -896002.875000 Penalty: 2644.430664
	Iteration 18Q: 3 clusters Score -896002.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -896095.687500 Penalty: 2644.430664
	Iteration 19Q: 3 clusters Score -896095.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -896179.000000 Penalty: 2644.430664
	Iteration 20F: 3 clusters Score -896179 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -896250.500000 Penalty: 2644.430664
	Iteration 21Q: 3 clusters Score -896250.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -896317.687500 Penalty: 2644.430664
	Iteration 22Q: 3 clusters Score -896317.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -896365.000000 Penalty: 2644.430664
	Iteration 23Q: 3 clusters Score -896365 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -896400.000000 Penalty: 2644.430664
	Iteration 24Q: 3 clusters Score -896400 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -896424.500000 Penalty: 2644.430664
	Iteration 25Q: 3 clusters Score -896424.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -896450.125000 Penalty: 2644.430664
	Iteration 26Q: 3 clusters Score -896450.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -896465.625000 Penalty: 2644.430664
	Iteration 27Q: 3 clusters Score -896465.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -896474.750000 Penalty: 2644.430664
	Iteration 28Q: 3 clusters Score -896474.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -896485.312500 Penalty: 2644.430664
	Iteration 29Q: 3 clusters Score -896485.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -896494.500000 Penalty: 2644.430664
	Iteration 30Q: 3 clusters Score -896494.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -896505.875000 Penalty: 2644.430664
	Iteration 31Q: 3 clusters Score -896505.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -896515.062500 Penalty: 2644.430664
	Iteration 32Q: 3 clusters Score -896515.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -896524.250000 Penalty: 2644.430664
	Iteration 33Q: 3 clusters Score -896524.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -896532.062500 Penalty: 2644.430664
	Iteration 34Q: 3 clusters Score -896532.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -896537.562500 Penalty: 2644.430664
	Iteration 35Q: 3 clusters Score -896537.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -896544.562500 Penalty: 2644.430664
	Iteration 36Q: 3 clusters Score -896544.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -896554.375000 Penalty: 2644.430664
	Iteration 37Q: 3 clusters Score -896554.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -896567.937500 Penalty: 2644.430664
	Iteration 38Q: 3 clusters Score -896567.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -896573.750000 Penalty: 2644.430664
	Iteration 39Q: 3 clusters Score -896573.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -896579.687500 Penalty: 2644.430664
	Iteration 40F: 3 clusters Score -896579.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -896580.750000 Penalty: 2644.430664
	Iteration 41Q: 3 clusters Score -896580.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -896582.500000 Penalty: 2644.430664
	Iteration 42Q: 3 clusters Score -896582.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -896581.250000 Penalty: 2644.430664
	Iteration 43Q: 3 clusters Score -896581.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -896582.187500 Penalty: 2644.430664
	Iteration 44Q: 3 clusters Score -896582.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -896582.187500 Penalty: 2644.430664
	Iteration 45F: 3 clusters Score -896582.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Entering Unmasked Estep 
Score: -2469278.000000 Penalty: 1470.663086
	Iteration 0F: 2 clusters Score -2469278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -2456473.500000 Penalty: 2941.326172
	Iteration 0F: 3 clusters Score -2456474 nChanged 8603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -2460994.000000 Penalty: 2941.326172
	Iteration 1F: 3 clusters Score -2460994 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -2461395.750000 Penalty: 2941.326172
	Iteration 2F: 3 clusters Score -2461396 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -2461674.250000 Penalty: 2941.326172
	Iteration 3Q: 3 clusters Score -2461674 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -2461933.750000 Penalty: 2941.326172
	Iteration 4Q: 3 clusters Score -2461934 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -2462214.750000 Penalty: 2941.326172
	Iteration 5Q: 3 clusters Score -2462215 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -2462503.000000 Penalty: 2941.326172
	Iteration 6Q: 3 clusters Score -2462503 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -2462904.750000 Penalty: 2941.326172
	Iteration 7Q: 3 clusters Score -2462905 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -2463432.000000 Penalty: 2941.326172
	Iteration 8Q: 3 clusters Score -2463432 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -2464183.000000 Penalty: 2941.326172
	Iteration 9F: 3 clusters Score -2464183 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -2465096.750000 Penalty: 2941.326172
	Iteration 10F: 3 clusters Score -2465097 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -2466012.750000 Penalty: 2941.326172
	Iteration 11F: 3 clusters Score -2466013 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -2466838.750000 Penalty: 2941.326172
	Iteration 12Q: 3 clusters Score -2466839 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -2467379.250000 Penalty: 2941.326172
	Iteration 13Q: 3 clusters Score -2467379 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -2467696.500000 Penalty: 2941.326172
	Iteration 14Q: 3 clusters Score -2467696 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -2467859.250000 Penalty: 2941.326172
	Iteration 15Q: 3 clusters Score -2467859 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
Score: -2467945.250000 Penalty: 2941.326172
	Iteration 16Q: 3 clusters Score -2467945 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -2467996.250000 Penalty: 2941.326172
	Iteration 17Q: 3 clusters Score -2467996 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -2468035.250000 Penalty: 2941.326172
	Iteration 18Q: 3 clusters Score -2468035 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
Score: -2468059.000000 Penalty: 2941.326172
	Iteration 19Q: 3 clusters Score -2468059 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -2468069.250000 Penalty: 2941.326172
	Iteration 20F: 3 clusters Score -2468069 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -2468087.750000 Penalty: 2941.326172
	Iteration 21Q: 3 clusters Score -2468088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -2468093.250000 Penalty: 2941.326172
	Iteration 22Q: 3 clusters Score -2468093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -2468098.000000 Penalty: 2941.326172
	Iteration 23Q: 3 clusters Score -2468098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -2468105.750000 Penalty: 2941.326172
	Iteration 24Q: 3 clusters Score -2468106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -2468110.250000 Penalty: 2941.326172
	Iteration 25Q: 3 clusters Score -2468110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -2468115.500000 Penalty: 2941.326172
	Iteration 26Q: 3 clusters Score -2468116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -2468115.500000 Penalty: 2941.326172
	Iteration 27F: 3 clusters Score -2468116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Entering Unmasked Estep 
Score: -68655.625000 Penalty: 983.069580
	Iteration 0F: 2 clusters Score -68655.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -67553.015625 Penalty: 1966.139160
	Iteration 0F: 3 clusters Score -67553.02 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -67765.242188 Penalty: 1966.139160
	Iteration 1F: 3 clusters Score -67765.24 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -67845.359375 Penalty: 1966.139160
	Iteration 2F: 3 clusters Score -67845.36 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -67961.804688 Penalty: 1966.139160
	Iteration 3F: 3 clusters Score -67961.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -68075.835938 Penalty: 1966.139160
	Iteration 4F: 3 clusters Score -68075.84 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -68165.000000 Penalty: 1966.139160
	Iteration 5Q: 3 clusters Score -68165 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -68234.531250 Penalty: 1966.139160
	Iteration 6Q: 3 clusters Score -68234.53 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -68308.187500 Penalty: 1966.139160
	Iteration 7Q: 3 clusters Score -68308.19 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -68399.414062 Penalty: 1966.139160
	Iteration 8Q: 3 clusters Score -68399.41 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -68486.929688 Penalty: 1966.139160
	Iteration 9Q: 3 clusters Score -68486.93 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -68560.312500 Penalty: 1966.139160
	Iteration 10Q: 3 clusters Score -68560.31 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -68635.593750 Penalty: 1966.139160
	Iteration 11Q: 3 clusters Score -68635.59 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -68735.617188 Penalty: 1966.139160
	Iteration 12Q: 3 clusters Score -68735.62 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -68839.062500 Penalty: 1966.139160
	Iteration 13Q: 3 clusters Score -68839.06 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -68948.421875 Penalty: 1966.139160
	Iteration 14Q: 3 clusters Score -68948.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -68989.789062 Penalty: 1966.139160
	Iteration 15Q: 3 clusters Score -68989.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -69036.445312 Penalty: 1966.139160
	Iteration 16Q: 3 clusters Score -69036.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -69082.367188 Penalty: 1966.139160
	Iteration 17Q: 3 clusters Score -69082.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -69099.796875 Penalty: 1966.139160
	Iteration 18Q: 3 clusters Score -69099.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -69106.234375 Penalty: 1966.139160
	Iteration 19Q: 3 clusters Score -69106.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -69106.234375 Penalty: 1966.139160
	Iteration 20F: 3 clusters Score -69106.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40229 members 
Mstep: Class 5 contains 10100 members 
Mstep: Class 6 contains 38304 members 
Mstep: Class 7 contains 31950 members 
Mstep: Class 8 contains 4113 members 
Mstep: Class 9 contains 6932 members 
Mstep: Class 10 contains 8636 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 21794 members 
Mstep: Class 13 contains 14997 members 
Mstep: Class 14 contains 11433 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 51774 members 
Mstep: Class 18 contains 36345 members 
Mstep: Class 19 contains 21942 members 
Mstep: Class 20 contains 7229 members 
Mstep: Class 21 contains 19604 members 
Mstep: Class 22 contains 334 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35672 members 
Mstep: Class 25 contains 13797 members 
Mstep: Class 26 contains 5738 members 
Mstep: Class 27 contains 51946 members 
Mstep: Class 28 contains 11108 members 
Mstep: Class 29 contains 66862 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16023 members 
Mstep: Class 33 contains 1183 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62729 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20405 members 
Mstep: Class 42 contains 406 members 
Entering Unmasked Estep 
Score: -80992104.000000 Penalty: 83809.710938
Splitting cluster 22 changes total score from -80992680.000000 to -80992104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Entering Unmasked Estep 
Score: -12916.958984 Penalty: 729.904907
	Iteration 0F: 2 clusters Score -12916.96 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 62 members 
Entering Unmasked Estep 
Score: -12522.479492 Penalty: 1459.809814
	Iteration 0F: 3 clusters Score -12522.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -12542.078125 Penalty: 1459.809814
	Iteration 1Q: 3 clusters Score -12542.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -12546.466797 Penalty: 1459.809814
	Iteration 2Q: 3 clusters Score -12546.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -12546.466797 Penalty: 1459.809814
	Iteration 3F: 3 clusters Score -12546.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (35672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35672 members 
Entering Unmasked Estep 
Score: -4510785.500000 Penalty: 1559.739746
	Iteration 0F: 2 clusters Score -4510786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -4487522.000000 Penalty: 3119.479492
	Iteration 0F: 3 clusters Score -4487522 nChanged 16325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -4496463.000000 Penalty: 3119.479492
	Iteration 1F: 3 clusters Score -4496463 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -4496957.000000 Penalty: 3119.479492
	Iteration 2Q: 3 clusters Score -4496957 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18865 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -4497401.000000 Penalty: 3119.479492
	Iteration 3Q: 3 clusters Score -4497401 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -4497782.500000 Penalty: 3119.479492
	Iteration 4Q: 3 clusters Score -4497782 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -4498244.500000 Penalty: 3119.479492
	Iteration 5Q: 3 clusters Score -4498244 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -4498759.000000 Penalty: 3119.479492
	Iteration 6Q: 3 clusters Score -4498759 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -4499372.000000 Penalty: 3119.479492
	Iteration 7Q: 3 clusters Score -4499372 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23258 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -4500206.500000 Penalty: 3119.479492
	Iteration 8Q: 3 clusters Score -4500206 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24959 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -4501309.500000 Penalty: 3119.479492
	Iteration 9F: 3 clusters Score -4501310 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26914 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -4502725.500000 Penalty: 3119.479492
	Iteration 10F: 3 clusters Score -4502726 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28961 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -4504294.500000 Penalty: 3119.479492
	Iteration 11F: 3 clusters Score -4504294 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30881 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -4505845.500000 Penalty: 3119.479492
	Iteration 12F: 3 clusters Score -4505846 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32460 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -4507072.000000 Penalty: 3119.479492
	Iteration 13Q: 3 clusters Score -4507072 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33609 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -4508009.000000 Penalty: 3119.479492
	Iteration 14Q: 3 clusters Score -4508009 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34380 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -4508646.000000 Penalty: 3119.479492
	Iteration 15Q: 3 clusters Score -4508646 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34821 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -4509019.500000 Penalty: 3119.479492
	Iteration 16Q: 3 clusters Score -4509020 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35034 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -4509200.500000 Penalty: 3119.479492
	Iteration 17Q: 3 clusters Score -4509200 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35165 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -4509320.000000 Penalty: 3119.479492
	Iteration 18Q: 3 clusters Score -4509320 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35229 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -4509383.500000 Penalty: 3119.479492
	Iteration 19Q: 3 clusters Score -4509384 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35270 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -4509447.000000 Penalty: 3119.479492
	Iteration 20F: 3 clusters Score -4509447 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35300 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -4509482.500000 Penalty: 3119.479492
	Iteration 21Q: 3 clusters Score -4509482 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35324 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -4509503.000000 Penalty: 3119.479492
	Iteration 22Q: 3 clusters Score -4509503 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35336 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -4509516.500000 Penalty: 3119.479492
	Iteration 23Q: 3 clusters Score -4509516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35344 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -4509523.500000 Penalty: 3119.479492
	Iteration 24Q: 3 clusters Score -4509524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35352 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -4509529.500000 Penalty: 3119.479492
	Iteration 25Q: 3 clusters Score -4509530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35358 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -4509529.000000 Penalty: 3119.479492
	Iteration 26Q: 3 clusters Score -4509529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35359 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -4509534.500000 Penalty: 3119.479492
	Iteration 27Q: 3 clusters Score -4509534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35360 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -4509535.500000 Penalty: 3119.479492
	Iteration 28Q: 3 clusters Score -4509536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35359 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -4509535.000000 Penalty: 3119.479492
	Iteration 29Q: 3 clusters Score -4509535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35360 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -4509540.500000 Penalty: 3119.479492
	Iteration 30Q: 3 clusters Score -4509540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35360 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -4509540.500000 Penalty: 3119.479492
	Iteration 31F: 3 clusters Score -4509540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Entering Unmasked Estep 
Score: -1669013.125000 Penalty: 1418.392334
	Iteration 0F: 2 clusters Score -1669013 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1659943.250000 Penalty: 2836.784668
	Iteration 0F: 3 clusters Score -1659943 nChanged 5928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1663153.250000 Penalty: 2836.784668
	Iteration 1F: 3 clusters Score -1663153 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1663585.250000 Penalty: 2836.784668
	Iteration 2F: 3 clusters Score -1663585 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1663912.250000 Penalty: 2836.784668
	Iteration 3F: 3 clusters Score -1663912 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1664193.000000 Penalty: 2836.784668
	Iteration 4Q: 3 clusters Score -1664193 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1664426.500000 Penalty: 2836.784668
	Iteration 5Q: 3 clusters Score -1664426 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1664636.875000 Penalty: 2836.784668
	Iteration 6Q: 3 clusters Score -1664637 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1664824.500000 Penalty: 2836.784668
	Iteration 7Q: 3 clusters Score -1664824 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1665030.625000 Penalty: 2836.784668
	Iteration 8Q: 3 clusters Score -1665031 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1665286.125000 Penalty: 2836.784668
	Iteration 9Q: 3 clusters Score -1665286 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1665581.625000 Penalty: 2836.784668
	Iteration 10Q: 3 clusters Score -1665582 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1665888.875000 Penalty: 2836.784668
	Iteration 11Q: 3 clusters Score -1665889 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1666186.250000 Penalty: 2836.784668
	Iteration 12Q: 3 clusters Score -1666186 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1666489.625000 Penalty: 2836.784668
	Iteration 13Q: 3 clusters Score -1666490 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1666727.750000 Penalty: 2836.784668
	Iteration 14Q: 3 clusters Score -1666728 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1666906.000000 Penalty: 2836.784668
	Iteration 15Q: 3 clusters Score -1666906 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1667074.375000 Penalty: 2836.784668
	Iteration 16Q: 3 clusters Score -1667074 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1667219.250000 Penalty: 2836.784668
	Iteration 17Q: 3 clusters Score -1667219 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1667350.375000 Penalty: 2836.784668
	Iteration 18Q: 3 clusters Score -1667350 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1667476.375000 Penalty: 2836.784668
	Iteration 19Q: 3 clusters Score -1667476 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1667603.375000 Penalty: 2836.784668
	Iteration 20F: 3 clusters Score -1667603 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1667721.125000 Penalty: 2836.784668
	Iteration 21Q: 3 clusters Score -1667721 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1667792.375000 Penalty: 2836.784668
	Iteration 22Q: 3 clusters Score -1667792 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1667839.125000 Penalty: 2836.784668
	Iteration 23Q: 3 clusters Score -1667839 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1667857.125000 Penalty: 2836.784668
	Iteration 24Q: 3 clusters Score -1667857 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1667867.500000 Penalty: 2836.784668
	Iteration 25Q: 3 clusters Score -1667868 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1667883.250000 Penalty: 2836.784668
	Iteration 26Q: 3 clusters Score -1667883 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1667890.250000 Penalty: 2836.784668
	Iteration 27Q: 3 clusters Score -1667890 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1667895.625000 Penalty: 2836.784668
	Iteration 28Q: 3 clusters Score -1667896 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1667898.250000 Penalty: 2836.784668
	Iteration 29Q: 3 clusters Score -1667898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1667898.375000 Penalty: 2836.784668
	Iteration 30Q: 3 clusters Score -1667898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1667903.500000 Penalty: 2836.784668
	Iteration 31Q: 3 clusters Score -1667904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1667903.500000 Penalty: 2836.784668
	Iteration 32Q: 3 clusters Score -1667904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1667905.250000 Penalty: 2836.784668
	Iteration 33Q: 3 clusters Score -1667905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1667904.750000 Penalty: 2836.784668
	Iteration 34Q: 3 clusters Score -1667905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1667904.750000 Penalty: 2836.784668
	Iteration 35F: 3 clusters Score -1667905 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Entering Unmasked Estep 
Score: -668320.562500 Penalty: 1287.844116
	Iteration 0F: 2 clusters Score -668320.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -664200.562500 Penalty: 2575.688232
	Iteration 0F: 3 clusters Score -664200.6 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -665419.437500 Penalty: 2575.688232
	Iteration 1F: 3 clusters Score -665419.4 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -665728.125000 Penalty: 2575.688232
	Iteration 2F: 3 clusters Score -665728.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -665896.500000 Penalty: 2575.688232
	Iteration 3F: 3 clusters Score -665896.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -666006.812500 Penalty: 2575.688232
	Iteration 4Q: 3 clusters Score -666006.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -666093.562500 Penalty: 2575.688232
	Iteration 5Q: 3 clusters Score -666093.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -666190.562500 Penalty: 2575.688232
	Iteration 6Q: 3 clusters Score -666190.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -666284.687500 Penalty: 2575.688232
	Iteration 7Q: 3 clusters Score -666284.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -666377.250000 Penalty: 2575.688232
	Iteration 8Q: 3 clusters Score -666377.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -666478.125000 Penalty: 2575.688232
	Iteration 9Q: 3 clusters Score -666478.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -666578.812500 Penalty: 2575.688232
	Iteration 10Q: 3 clusters Score -666578.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -666657.062500 Penalty: 2575.688232
	Iteration 11Q: 3 clusters Score -666657.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -666728.437500 Penalty: 2575.688232
	Iteration 12Q: 3 clusters Score -666728.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -666781.187500 Penalty: 2575.688232
	Iteration 13Q: 3 clusters Score -666781.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -666838.625000 Penalty: 2575.688232
	Iteration 14Q: 3 clusters Score -666838.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -666896.625000 Penalty: 2575.688232
	Iteration 15Q: 3 clusters Score -666896.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -666956.812500 Penalty: 2575.688232
	Iteration 16Q: 3 clusters Score -666956.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -667010.750000 Penalty: 2575.688232
	Iteration 17Q: 3 clusters Score -667010.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -667062.687500 Penalty: 2575.688232
	Iteration 18Q: 3 clusters Score -667062.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -667107.750000 Penalty: 2575.688232
	Iteration 19Q: 3 clusters Score -667107.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -667142.062500 Penalty: 2575.688232
	Iteration 20F: 3 clusters Score -667142.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -667167.125000 Penalty: 2575.688232
	Iteration 21Q: 3 clusters Score -667167.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -667193.812500 Penalty: 2575.688232
	Iteration 22Q: 3 clusters Score -667193.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -667218.062500 Penalty: 2575.688232
	Iteration 23Q: 3 clusters Score -667218.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -667244.812500 Penalty: 2575.688232
	Iteration 24Q: 3 clusters Score -667244.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -667271.875000 Penalty: 2575.688232
	Iteration 25Q: 3 clusters Score -667271.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -667295.875000 Penalty: 2575.688232
	Iteration 26Q: 3 clusters Score -667295.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -667323.437500 Penalty: 2575.688232
	Iteration 27Q: 3 clusters Score -667323.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -667348.937500 Penalty: 2575.688232
	Iteration 28Q: 3 clusters Score -667348.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -667373.562500 Penalty: 2575.688232
	Iteration 29Q: 3 clusters Score -667373.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -667393.437500 Penalty: 2575.688232
	Iteration 30Q: 3 clusters Score -667393.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -667408.750000 Penalty: 2575.688232
	Iteration 31Q: 3 clusters Score -667408.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -667420.812500 Penalty: 2575.688232
	Iteration 32Q: 3 clusters Score -667420.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -667432.250000 Penalty: 2575.688232
	Iteration 33Q: 3 clusters Score -667432.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -667445.375000 Penalty: 2575.688232
	Iteration 34Q: 3 clusters Score -667445.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -667454.437500 Penalty: 2575.688232
	Iteration 35Q: 3 clusters Score -667454.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -667459.375000 Penalty: 2575.688232
	Iteration 36Q: 3 clusters Score -667459.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -667464.375000 Penalty: 2575.688232
	Iteration 37Q: 3 clusters Score -667464.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -667468.500000 Penalty: 2575.688232
	Iteration 38Q: 3 clusters Score -667468.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -667472.937500 Penalty: 2575.688232
	Iteration 39Q: 3 clusters Score -667472.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -667476.437500 Penalty: 2575.688232
	Iteration 40F: 3 clusters Score -667476.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -667478.750000 Penalty: 2575.688232
	Iteration 41Q: 3 clusters Score -667478.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -667481.875000 Penalty: 2575.688232
	Iteration 42Q: 3 clusters Score -667481.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -667487.437500 Penalty: 2575.688232
	Iteration 43Q: 3 clusters Score -667487.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -667488.562500 Penalty: 2575.688232
	Iteration 44Q: 3 clusters Score -667488.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -667494.250000 Penalty: 2575.688232
	Iteration 45Q: 3 clusters Score -667494.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -667498.812500 Penalty: 2575.688232
	Iteration 46Q: 3 clusters Score -667498.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -667501.937500 Penalty: 2575.688232
	Iteration 47Q: 3 clusters Score -667501.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -667501.875000 Penalty: 2575.688232
	Iteration 48Q: 3 clusters Score -667501.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -667501.875000 Penalty: 2575.688232
	Iteration 49Q: 3 clusters Score -667501.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -667503.062500 Penalty: 2575.688232
	Iteration 50Q: 3 clusters Score -667503.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -667504.250000 Penalty: 2575.688232
	Iteration 51Q: 3 clusters Score -667504.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -667504.187500 Penalty: 2575.688232
	Iteration 52Q: 3 clusters Score -667504.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -667505.375000 Penalty: 2575.688232
	Iteration 53Q: 3 clusters Score -667505.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -667504.937500 Penalty: 2575.688232
	Iteration 54Q: 3 clusters Score -667504.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -667505.625000 Penalty: 2575.688232
	Iteration 55Q: 3 clusters Score -667505.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -667505.625000 Penalty: 2575.688232
	Iteration 56Q: 3 clusters Score -667505.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -667507.562500 Penalty: 2575.688232
	Iteration 57Q: 3 clusters Score -667507.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -667506.875000 Penalty: 2575.688232
	Iteration 58Q: 3 clusters Score -667506.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -667509.312500 Penalty: 2575.688232
	Iteration 59Q: 3 clusters Score -667509.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -667511.000000 Penalty: 2575.688232
	Iteration 60F: 3 clusters Score -667511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -667511.500000 Penalty: 2575.688232
	Iteration 61Q: 3 clusters Score -667511.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -667512.062500 Penalty: 2575.688232
	Iteration 62Q: 3 clusters Score -667512.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -667512.375000 Penalty: 2575.688232
	Iteration 63Q: 3 clusters Score -667512.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -667513.625000 Penalty: 2575.688232
	Iteration 64Q: 3 clusters Score -667513.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -667513.312500 Penalty: 2575.688232
	Iteration 65Q: 3 clusters Score -667513.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -667514.687500 Penalty: 2575.688232
	Iteration 66Q: 3 clusters Score -667514.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -667514.875000 Penalty: 2575.688232
	Iteration 67Q: 3 clusters Score -667514.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -667516.562500 Penalty: 2575.688232
	Iteration 68Q: 3 clusters Score -667516.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -667516.250000 Penalty: 2575.688232
	Iteration 69Q: 3 clusters Score -667516.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -667516.500000 Penalty: 2575.688232
	Iteration 70Q: 3 clusters Score -667516.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -667516.500000 Penalty: 2575.688232
	Iteration 71F: 3 clusters Score -667516.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (51946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51946 members 
Entering Unmasked Estep 
Score: -6617979.000000 Penalty: 1615.664429
	Iteration 0F: 2 clusters Score -6617979 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25943 members 
Mstep: Class 2 contains 26003 members 
Entering Unmasked Estep 
Score: -6584771.000000 Penalty: 3231.328857
	Iteration 0F: 3 clusters Score -6584771 nChanged 24034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25613 members 
Mstep: Class 2 contains 26333 members 
Entering Unmasked Estep 
Score: -6598214.500000 Penalty: 3231.328857
	Iteration 1F: 3 clusters Score -6598214 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25387 members 
Mstep: Class 2 contains 26559 members 
Entering Unmasked Estep 
Score: -6598880.000000 Penalty: 3231.328857
	Iteration 2Q: 3 clusters Score -6598880 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25093 members 
Mstep: Class 2 contains 26853 members 
Entering Unmasked Estep 
Score: -6599490.500000 Penalty: 3231.328857
	Iteration 3Q: 3 clusters Score -6599490 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24688 members 
Mstep: Class 2 contains 27258 members 
Entering Unmasked Estep 
Score: -6600094.000000 Penalty: 3231.328857
	Iteration 4Q: 3 clusters Score -6600094 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24062 members 
Mstep: Class 2 contains 27884 members 
Entering Unmasked Estep 
Score: -6600770.500000 Penalty: 3231.328857
	Iteration 5Q: 3 clusters Score -6600770 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23099 members 
Mstep: Class 2 contains 28847 members 
Entering Unmasked Estep 
Score: -6601630.500000 Penalty: 3231.328857
	Iteration 6Q: 3 clusters Score -6601630 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21820 members 
Mstep: Class 2 contains 30126 members 
Entering Unmasked Estep 
Score: -6602603.000000 Penalty: 3231.328857
	Iteration 7Q: 3 clusters Score -6602603 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 31683 members 
Entering Unmasked Estep 
Score: -6603768.500000 Penalty: 3231.328857
	Iteration 8Q: 3 clusters Score -6603768 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 33474 members 
Entering Unmasked Estep 
Score: -6604970.500000 Penalty: 3231.328857
	Iteration 9F: 3 clusters Score -6604970 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 35467 members 
Entering Unmasked Estep 
Score: -6606226.500000 Penalty: 3231.328857
	Iteration 10Q: 3 clusters Score -6606226 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 37613 members 
Entering Unmasked Estep 
Score: -6607546.500000 Penalty: 3231.328857
	Iteration 11Q: 3 clusters Score -6607546 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 40005 members 
Entering Unmasked Estep 
Score: -6608896.000000 Penalty: 3231.328857
	Iteration 12Q: 3 clusters Score -6608896 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 42489 members 
Entering Unmasked Estep 
Score: -6610399.500000 Penalty: 3231.328857
	Iteration 13Q: 3 clusters Score -6610400 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 44786 members 
Entering Unmasked Estep 
Score: -6611804.000000 Penalty: 3231.328857
	Iteration 14Q: 3 clusters Score -6611804 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 46931 members 
Entering Unmasked Estep 
Score: -6613193.500000 Penalty: 3231.328857
	Iteration 15Q: 3 clusters Score -6613194 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 48640 members 
Entering Unmasked Estep 
Score: -6614434.000000 Penalty: 3231.328857
	Iteration 16Q: 3 clusters Score -6614434 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 49885 members 
Entering Unmasked Estep 
Score: -6615325.000000 Penalty: 3231.328857
	Iteration 17Q: 3 clusters Score -6615325 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 50604 members 
Entering Unmasked Estep 
Score: -6615889.000000 Penalty: 3231.328857
	Iteration 18Q: 3 clusters Score -6615889 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 51020 members 
Entering Unmasked Estep 
Score: -6616217.000000 Penalty: 3231.328857
	Iteration 19Q: 3 clusters Score -6616217 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 51251 members 
Entering Unmasked Estep 
Score: -6616404.500000 Penalty: 3231.328857
	Iteration 20F: 3 clusters Score -6616404 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 51357 members 
Entering Unmasked Estep 
Score: -6616516.000000 Penalty: 3231.328857
	Iteration 21Q: 3 clusters Score -6616516 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 51420 members 
Entering Unmasked Estep 
Score: -6616581.000000 Penalty: 3231.328857
	Iteration 22Q: 3 clusters Score -6616581 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 51444 members 
Entering Unmasked Estep 
Score: -6616615.000000 Penalty: 3231.328857
	Iteration 23Q: 3 clusters Score -6616615 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 51458 members 
Entering Unmasked Estep 
Score: -6616640.500000 Penalty: 3231.328857
	Iteration 24Q: 3 clusters Score -6616640 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 51471 members 
Entering Unmasked Estep 
Score: -6616674.500000 Penalty: 3231.328857
	Iteration 25Q: 3 clusters Score -6616674 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 51485 members 
Entering Unmasked Estep 
Score: -6616695.000000 Penalty: 3231.328857
	Iteration 26Q: 3 clusters Score -6616695 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 51498 members 
Entering Unmasked Estep 
Score: -6616710.000000 Penalty: 3231.328857
	Iteration 27Q: 3 clusters Score -6616710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 51509 members 
Entering Unmasked Estep 
Score: -6616709.000000 Penalty: 3231.328857
	Iteration 28Q: 3 clusters Score -6616709 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 51516 members 
Entering Unmasked Estep 
Score: -6616726.000000 Penalty: 3231.328857
	Iteration 29Q: 3 clusters Score -6616726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 51521 members 
Entering Unmasked Estep 
Score: -6616746.500000 Penalty: 3231.328857
	Iteration 30Q: 3 clusters Score -6616746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 51530 members 
Entering Unmasked Estep 
Score: -6616745.500000 Penalty: 3231.328857
	Iteration 31Q: 3 clusters Score -6616746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 51532 members 
Entering Unmasked Estep 
Score: -6616746.000000 Penalty: 3231.328857
	Iteration 32Q: 3 clusters Score -6616746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 51534 members 
Entering Unmasked Estep 
Score: -6616753.000000 Penalty: 3231.328857
	Iteration 33Q: 3 clusters Score -6616753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 51537 members 
Entering Unmasked Estep 
Score: -6616755.500000 Penalty: 3231.328857
	Iteration 34Q: 3 clusters Score -6616756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 51539 members 
Entering Unmasked Estep 
Score: -6616753.000000 Penalty: 3231.328857
	Iteration 35Q: 3 clusters Score -6616753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 51541 members 
Entering Unmasked Estep 
Score: -6616752.000000 Penalty: 3231.328857
	Iteration 36Q: 3 clusters Score -6616752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 51542 members 
Entering Unmasked Estep 
Score: -6616752.500000 Penalty: 3231.328857
	Iteration 37Q: 3 clusters Score -6616752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 51543 members 
Entering Unmasked Estep 
Score: -6616757.000000 Penalty: 3231.328857
	Iteration 38Q: 3 clusters Score -6616757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 51544 members 
Entering Unmasked Estep 
Score: -6616750.000000 Penalty: 3231.328857
	Iteration 39Q: 3 clusters Score -6616750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 51544 members 
Entering Unmasked Estep 
Score: -6616750.000000 Penalty: 3231.328857
	Iteration 40F: 3 clusters Score -6616750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (11108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Entering Unmasked Estep 
Score: -1399353.500000 Penalty: 1386.134644
	Iteration 0F: 2 clusters Score -1399354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1391841.000000 Penalty: 2772.269287
	Iteration 0F: 3 clusters Score -1391841 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1394287.500000 Penalty: 2772.269287
	Iteration 1F: 3 clusters Score -1394288 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1394582.750000 Penalty: 2772.269287
	Iteration 2F: 3 clusters Score -1394583 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1394787.625000 Penalty: 2772.269287
	Iteration 3Q: 3 clusters Score -1394788 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1394921.500000 Penalty: 2772.269287
	Iteration 4Q: 3 clusters Score -1394922 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1395016.500000 Penalty: 2772.269287
	Iteration 5Q: 3 clusters Score -1395016 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1395080.125000 Penalty: 2772.269287
	Iteration 6Q: 3 clusters Score -1395080 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1395128.250000 Penalty: 2772.269287
	Iteration 7Q: 3 clusters Score -1395128 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1395175.375000 Penalty: 2772.269287
	Iteration 8Q: 3 clusters Score -1395175 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1395208.625000 Penalty: 2772.269287
	Iteration 9Q: 3 clusters Score -1395209 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1395240.000000 Penalty: 2772.269287
	Iteration 10Q: 3 clusters Score -1395240 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1395257.375000 Penalty: 2772.269287
	Iteration 11Q: 3 clusters Score -1395257 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1395282.375000 Penalty: 2772.269287
	Iteration 12Q: 3 clusters Score -1395282 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1395303.625000 Penalty: 2772.269287
	Iteration 13Q: 3 clusters Score -1395304 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1395322.750000 Penalty: 2772.269287
	Iteration 14Q: 3 clusters Score -1395323 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1395333.625000 Penalty: 2772.269287
	Iteration 15Q: 3 clusters Score -1395334 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1395346.125000 Penalty: 2772.269287
	Iteration 16Q: 3 clusters Score -1395346 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1395361.750000 Penalty: 2772.269287
	Iteration 17Q: 3 clusters Score -1395362 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1395373.250000 Penalty: 2772.269287
	Iteration 18Q: 3 clusters Score -1395373 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1395390.625000 Penalty: 2772.269287
	Iteration 19Q: 3 clusters Score -1395391 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1395399.375000 Penalty: 2772.269287
	Iteration 20F: 3 clusters Score -1395399 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1395417.875000 Penalty: 2772.269287
	Iteration 21Q: 3 clusters Score -1395418 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1395424.375000 Penalty: 2772.269287
	Iteration 22Q: 3 clusters Score -1395424 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1395439.875000 Penalty: 2772.269287
	Iteration 23Q: 3 clusters Score -1395440 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1395459.875000 Penalty: 2772.269287
	Iteration 24Q: 3 clusters Score -1395460 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1395467.500000 Penalty: 2772.269287
	Iteration 25Q: 3 clusters Score -1395468 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1395486.875000 Penalty: 2772.269287
	Iteration 26Q: 3 clusters Score -1395487 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1395497.875000 Penalty: 2772.269287
	Iteration 27Q: 3 clusters Score -1395498 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1395507.875000 Penalty: 2772.269287
	Iteration 28Q: 3 clusters Score -1395508 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1395524.000000 Penalty: 2772.269287
	Iteration 29Q: 3 clusters Score -1395524 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1395532.000000 Penalty: 2772.269287
	Iteration 30Q: 3 clusters Score -1395532 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1395547.125000 Penalty: 2772.269287
	Iteration 31Q: 3 clusters Score -1395547 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1395563.500000 Penalty: 2772.269287
	Iteration 32Q: 3 clusters Score -1395564 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1395580.000000 Penalty: 2772.269287
	Iteration 33Q: 3 clusters Score -1395580 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1395603.125000 Penalty: 2772.269287
	Iteration 34Q: 3 clusters Score -1395603 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1395630.500000 Penalty: 2772.269287
	Iteration 35Q: 3 clusters Score -1395630 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1395661.250000 Penalty: 2772.269287
	Iteration 36Q: 3 clusters Score -1395661 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1395710.875000 Penalty: 2772.269287
	Iteration 37Q: 3 clusters Score -1395711 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1395780.000000 Penalty: 2772.269287
	Iteration 38Q: 3 clusters Score -1395780 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1395872.000000 Penalty: 2772.269287
	Iteration 39Q: 3 clusters Score -1395872 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1396005.125000 Penalty: 2772.269287
	Iteration 40F: 3 clusters Score -1396005 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1396154.500000 Penalty: 2772.269287
	Iteration 41Q: 3 clusters Score -1396154 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1396339.000000 Penalty: 2772.269287
	Iteration 42Q: 3 clusters Score -1396339 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1396552.875000 Penalty: 2772.269287
	Iteration 43Q: 3 clusters Score -1396553 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1396790.875000 Penalty: 2772.269287
	Iteration 44Q: 3 clusters Score -1396791 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1397077.000000 Penalty: 2772.269287
	Iteration 45Q: 3 clusters Score -1397077 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1397335.125000 Penalty: 2772.269287
	Iteration 46Q: 3 clusters Score -1397335 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1397571.250000 Penalty: 2772.269287
	Iteration 47Q: 3 clusters Score -1397571 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1397743.625000 Penalty: 2772.269287
	Iteration 48Q: 3 clusters Score -1397744 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1397886.250000 Penalty: 2772.269287
	Iteration 49Q: 3 clusters Score -1397886 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1397978.625000 Penalty: 2772.269287
	Iteration 50Q: 3 clusters Score -1397979 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1398068.000000 Penalty: 2772.269287
	Iteration 51Q: 3 clusters Score -1398068 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1398134.125000 Penalty: 2772.269287
	Iteration 52Q: 3 clusters Score -1398134 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1398165.625000 Penalty: 2772.269287
	Iteration 53Q: 3 clusters Score -1398166 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1398183.000000 Penalty: 2772.269287
	Iteration 54Q: 3 clusters Score -1398183 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1398208.625000 Penalty: 2772.269287
	Iteration 55Q: 3 clusters Score -1398209 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1398221.500000 Penalty: 2772.269287
	Iteration 56Q: 3 clusters Score -1398222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1398235.250000 Penalty: 2772.269287
	Iteration 57Q: 3 clusters Score -1398235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1398242.250000 Penalty: 2772.269287
	Iteration 58Q: 3 clusters Score -1398242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1398248.000000 Penalty: 2772.269287
	Iteration 59Q: 3 clusters Score -1398248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1398246.500000 Penalty: 2772.269287
	Iteration 60F: 3 clusters Score -1398246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (66862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66862 members 
Entering Unmasked Estep 
Score: -8427488.000000 Penalty: 1653.225464
	Iteration 0F: 2 clusters Score -8427488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33318 members 
Mstep: Class 2 contains 33544 members 
Entering Unmasked Estep 
Score: -8386412.000000 Penalty: 3306.450928
	Iteration 0F: 3 clusters Score -8386412 nChanged 31121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32715 members 
Mstep: Class 2 contains 34147 members 
Entering Unmasked Estep 
Score: -8404663.000000 Penalty: 3306.450928
	Iteration 1F: 3 clusters Score -8404663 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32583 members 
Mstep: Class 2 contains 34279 members 
Entering Unmasked Estep 
Score: -8405738.000000 Penalty: 3306.450928
	Iteration 2Q: 3 clusters Score -8405738 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32480 members 
Mstep: Class 2 contains 34382 members 
Entering Unmasked Estep 
Score: -8407087.000000 Penalty: 3306.450928
	Iteration 3Q: 3 clusters Score -8407087 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32515 members 
Mstep: Class 2 contains 34347 members 
Entering Unmasked Estep 
Score: -8408764.000000 Penalty: 3306.450928
	Iteration 4F: 3 clusters Score -8408764 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32570 members 
Mstep: Class 2 contains 34292 members 
Entering Unmasked Estep 
Score: -8410730.000000 Penalty: 3306.450928
	Iteration 5F: 3 clusters Score -8410730 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32585 members 
Mstep: Class 2 contains 34277 members 
Entering Unmasked Estep 
Score: -8412574.000000 Penalty: 3306.450928
	Iteration 6F: 3 clusters Score -8412574 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32510 members 
Mstep: Class 2 contains 34352 members 
Entering Unmasked Estep 
Score: -8414310.000000 Penalty: 3306.450928
	Iteration 7F: 3 clusters Score -8414310 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32345 members 
Mstep: Class 2 contains 34517 members 
Entering Unmasked Estep 
Score: -8415699.000000 Penalty: 3306.450928
	Iteration 8Q: 3 clusters Score -8415699 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31895 members 
Mstep: Class 2 contains 34967 members 
Entering Unmasked Estep 
Score: -8416702.000000 Penalty: 3306.450928
	Iteration 9Q: 3 clusters Score -8416702 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31142 members 
Mstep: Class 2 contains 35720 members 
Entering Unmasked Estep 
Score: -8417333.000000 Penalty: 3306.450928
	Iteration 10Q: 3 clusters Score -8417333 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30140 members 
Mstep: Class 2 contains 36722 members 
Entering Unmasked Estep 
Score: -8417923.000000 Penalty: 3306.450928
	Iteration 11Q: 3 clusters Score -8417923 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28970 members 
Mstep: Class 2 contains 37892 members 
Entering Unmasked Estep 
Score: -8418370.000000 Penalty: 3306.450928
	Iteration 12Q: 3 clusters Score -8418370 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27606 members 
Mstep: Class 2 contains 39256 members 
Entering Unmasked Estep 
Score: -8418738.000000 Penalty: 3306.450928
	Iteration 13Q: 3 clusters Score -8418738 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26075 members 
Mstep: Class 2 contains 40787 members 
Entering Unmasked Estep 
Score: -8419122.000000 Penalty: 3306.450928
	Iteration 14Q: 3 clusters Score -8419122 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24359 members 
Mstep: Class 2 contains 42503 members 
Entering Unmasked Estep 
Score: -8419582.000000 Penalty: 3306.450928
	Iteration 15Q: 3 clusters Score -8419582 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 44368 members 
Entering Unmasked Estep 
Score: -8420079.000000 Penalty: 3306.450928
	Iteration 16Q: 3 clusters Score -8420079 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 46390 members 
Entering Unmasked Estep 
Score: -8420586.000000 Penalty: 3306.450928
	Iteration 17Q: 3 clusters Score -8420586 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 48608 members 
Entering Unmasked Estep 
Score: -8421272.000000 Penalty: 3306.450928
	Iteration 18Q: 3 clusters Score -8421272 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 50787 members 
Entering Unmasked Estep 
Score: -8422012.000000 Penalty: 3306.450928
	Iteration 19Q: 3 clusters Score -8422012 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 52858 members 
Entering Unmasked Estep 
Score: -8422663.000000 Penalty: 3306.450928
	Iteration 20F: 3 clusters Score -8422663 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 54797 members 
Entering Unmasked Estep 
Score: -8423345.000000 Penalty: 3306.450928
	Iteration 21Q: 3 clusters Score -8423345 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 56571 members 
Entering Unmasked Estep 
Score: -8424017.000000 Penalty: 3306.450928
	Iteration 22Q: 3 clusters Score -8424017 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 58125 members 
Entering Unmasked Estep 
Score: -8424596.000000 Penalty: 3306.450928
	Iteration 23Q: 3 clusters Score -8424596 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 59483 members 
Entering Unmasked Estep 
Score: -8425086.000000 Penalty: 3306.450928
	Iteration 24Q: 3 clusters Score -8425086 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 60592 members 
Entering Unmasked Estep 
Score: -8425486.000000 Penalty: 3306.450928
	Iteration 25Q: 3 clusters Score -8425486 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 61407 members 
Entering Unmasked Estep 
Score: -8425724.000000 Penalty: 3306.450928
	Iteration 26Q: 3 clusters Score -8425724 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 62073 members 
Entering Unmasked Estep 
Score: -8425981.000000 Penalty: 3306.450928
	Iteration 27Q: 3 clusters Score -8425981 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 62594 members 
Entering Unmasked Estep 
Score: -8426162.000000 Penalty: 3306.450928
	Iteration 28Q: 3 clusters Score -8426162 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 63007 members 
Entering Unmasked Estep 
Score: -8426295.000000 Penalty: 3306.450928
	Iteration 29Q: 3 clusters Score -8426295 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 63348 members 
Entering Unmasked Estep 
Score: -8426390.000000 Penalty: 3306.450928
	Iteration 30Q: 3 clusters Score -8426390 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 63615 members 
Entering Unmasked Estep 
Score: -8426428.000000 Penalty: 3306.450928
	Iteration 31Q: 3 clusters Score -8426428 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 63804 members 
Entering Unmasked Estep 
Score: -8426502.000000 Penalty: 3306.450928
	Iteration 32Q: 3 clusters Score -8426502 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 63966 members 
Entering Unmasked Estep 
Score: -8426533.000000 Penalty: 3306.450928
	Iteration 33Q: 3 clusters Score -8426533 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 64088 members 
Entering Unmasked Estep 
Score: -8426559.000000 Penalty: 3306.450928
	Iteration 34Q: 3 clusters Score -8426559 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 64191 members 
Entering Unmasked Estep 
Score: -8426593.000000 Penalty: 3306.450928
	Iteration 35Q: 3 clusters Score -8426593 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 64278 members 
Entering Unmasked Estep 
Score: -8426636.000000 Penalty: 3306.450928
	Iteration 36Q: 3 clusters Score -8426636 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 64343 members 
Entering Unmasked Estep 
Score: -8426672.000000 Penalty: 3306.450928
	Iteration 37Q: 3 clusters Score -8426672 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 64409 members 
Entering Unmasked Estep 
Score: -8426691.000000 Penalty: 3306.450928
	Iteration 38Q: 3 clusters Score -8426691 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 64452 members 
Entering Unmasked Estep 
Score: -8426700.000000 Penalty: 3306.450928
	Iteration 39Q: 3 clusters Score -8426700 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 64502 members 
Entering Unmasked Estep 
Score: -8426709.000000 Penalty: 3306.450928
	Iteration 40F: 3 clusters Score -8426709 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 64558 members 
Entering Unmasked Estep 
Score: -8426720.000000 Penalty: 3306.450928
	Iteration 41Q: 3 clusters Score -8426720 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 64611 members 
Entering Unmasked Estep 
Score: -8426730.000000 Penalty: 3306.450928
	Iteration 42Q: 3 clusters Score -8426730 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 64646 members 
Entering Unmasked Estep 
Score: -8426750.000000 Penalty: 3306.450928
	Iteration 43Q: 3 clusters Score -8426750 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 64675 members 
Entering Unmasked Estep 
Score: -8426760.000000 Penalty: 3306.450928
	Iteration 44Q: 3 clusters Score -8426760 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 64704 members 
Entering Unmasked Estep 
Score: -8426766.000000 Penalty: 3306.450928
	Iteration 45Q: 3 clusters Score -8426766 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 64731 members 
Entering Unmasked Estep 
Score: -8426779.000000 Penalty: 3306.450928
	Iteration 46Q: 3 clusters Score -8426779 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 64758 members 
Entering Unmasked Estep 
Score: -8426787.000000 Penalty: 3306.450928
	Iteration 47Q: 3 clusters Score -8426787 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 64778 members 
Entering Unmasked Estep 
Score: -8426793.000000 Penalty: 3306.450928
	Iteration 48Q: 3 clusters Score -8426793 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 64789 members 
Entering Unmasked Estep 
Score: -8426801.000000 Penalty: 3306.450928
	Iteration 49Q: 3 clusters Score -8426801 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 64797 members 
Entering Unmasked Estep 
Score: -8426818.000000 Penalty: 3306.450928
	Iteration 50Q: 3 clusters Score -8426818 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 64807 members 
Entering Unmasked Estep 
Score: -8426823.000000 Penalty: 3306.450928
	Iteration 51Q: 3 clusters Score -8426823 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 64815 members 
Entering Unmasked Estep 
Score: -8426832.000000 Penalty: 3306.450928
	Iteration 52Q: 3 clusters Score -8426832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 64821 members 
Entering Unmasked Estep 
Score: -8426830.000000 Penalty: 3306.450928
	Iteration 53Q: 3 clusters Score -8426830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 64829 members 
Entering Unmasked Estep 
Score: -8426839.000000 Penalty: 3306.450928
	Iteration 54Q: 3 clusters Score -8426839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 64833 members 
Entering Unmasked Estep 
Score: -8426834.000000 Penalty: 3306.450928
	Iteration 55Q: 3 clusters Score -8426834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 64830 members 
Entering Unmasked Estep 
Score: -8426841.000000 Penalty: 3306.450928
	Iteration 56Q: 3 clusters Score -8426841 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 64832 members 
Entering Unmasked Estep 
Score: -8426847.000000 Penalty: 3306.450928
	Iteration 57Q: 3 clusters Score -8426847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 64834 members 
Entering Unmasked Estep 
Score: -8426849.000000 Penalty: 3306.450928
	Iteration 58Q: 3 clusters Score -8426849 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 64844 members 
Entering Unmasked Estep 
Score: -8426842.000000 Penalty: 3306.450928
	Iteration 59Q: 3 clusters Score -8426842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 64849 members 
Entering Unmasked Estep 
Score: -8426856.000000 Penalty: 3306.450928
	Iteration 60F: 3 clusters Score -8426856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 64858 members 
Entering Unmasked Estep 
Score: -8426856.000000 Penalty: 3306.450928
	Iteration 61Q: 3 clusters Score -8426856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 64864 members 
Entering Unmasked Estep 
Score: -8426852.000000 Penalty: 3306.450928
	Iteration 62Q: 3 clusters Score -8426852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 64870 members 
Entering Unmasked Estep 
Score: -8426857.000000 Penalty: 3306.450928
	Iteration 63Q: 3 clusters Score -8426857 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 64880 members 
Entering Unmasked Estep 
Score: -8426867.000000 Penalty: 3306.450928
	Iteration 64Q: 3 clusters Score -8426867 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 64889 members 
Entering Unmasked Estep 
Score: -8426872.000000 Penalty: 3306.450928
	Iteration 65Q: 3 clusters Score -8426872 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 64900 members 
Entering Unmasked Estep 
Score: -8426882.000000 Penalty: 3306.450928
	Iteration 66Q: 3 clusters Score -8426882 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 64914 members 
Entering Unmasked Estep 
Score: -8426890.000000 Penalty: 3306.450928
	Iteration 67Q: 3 clusters Score -8426890 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 64920 members 
Entering Unmasked Estep 
Score: -8426896.000000 Penalty: 3306.450928
	Iteration 68Q: 3 clusters Score -8426896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 64928 members 
Entering Unmasked Estep 
Score: -8426890.000000 Penalty: 3306.450928
	Iteration 69Q: 3 clusters Score -8426890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 64934 members 
Entering Unmasked Estep 
Score: -8426888.000000 Penalty: 3306.450928
	Iteration 70Q: 3 clusters Score -8426888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 64938 members 
Entering Unmasked Estep 
Score: -8426884.000000 Penalty: 3306.450928
	Iteration 71Q: 3 clusters Score -8426884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 64940 members 
Entering Unmasked Estep 
Score: -8426890.000000 Penalty: 3306.450928
	Iteration 72Q: 3 clusters Score -8426890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 64941 members 
Entering Unmasked Estep 
Score: -8426890.000000 Penalty: 3306.450928
	Iteration 73Q: 3 clusters Score -8426890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 64942 members 
Entering Unmasked Estep 
Score: -8426882.000000 Penalty: 3306.450928
	Iteration 74Q: 3 clusters Score -8426882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 64945 members 
Entering Unmasked Estep 
Score: -8426876.000000 Penalty: 3306.450928
	Iteration 75Q: 3 clusters Score -8426876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 64951 members 
Entering Unmasked Estep 
Score: -8426884.000000 Penalty: 3306.450928
	Iteration 76Q: 3 clusters Score -8426884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 64955 members 
Entering Unmasked Estep 
Score: -8426885.000000 Penalty: 3306.450928
	Iteration 77Q: 3 clusters Score -8426885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 64958 members 
Entering Unmasked Estep 
Score: -8426884.000000 Penalty: 3306.450928
	Iteration 78Q: 3 clusters Score -8426884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 64959 members 
Entering Unmasked Estep 
Score: -8426878.000000 Penalty: 3306.450928
	Iteration 79Q: 3 clusters Score -8426878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 64962 members 
Entering Unmasked Estep 
Score: -8426876.000000 Penalty: 3306.450928
	Iteration 80F: 3 clusters Score -8426876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 64961 members 
Entering Unmasked Estep 
Score: -8426879.000000 Penalty: 3306.450928
	Iteration 81Q: 3 clusters Score -8426879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 64960 members 
Entering Unmasked Estep 
Score: -8426880.000000 Penalty: 3306.450928
	Iteration 82Q: 3 clusters Score -8426880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 64962 members 
Entering Unmasked Estep 
Score: -8426884.000000 Penalty: 3306.450928
	Iteration 83Q: 3 clusters Score -8426884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 64966 members 
Entering Unmasked Estep 
Score: -8426876.000000 Penalty: 3306.450928
	Iteration 84Q: 3 clusters Score -8426876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 64967 members 
Entering Unmasked Estep 
Score: -8426884.000000 Penalty: 3306.450928
	Iteration 85Q: 3 clusters Score -8426884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 64969 members 
Entering Unmasked Estep 
Score: -8426880.000000 Penalty: 3306.450928
	Iteration 86Q: 3 clusters Score -8426880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 64969 members 
Entering Unmasked Estep 
Score: -8426881.000000 Penalty: 3306.450928
	Iteration 87Q: 3 clusters Score -8426881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 64970 members 
Entering Unmasked Estep 
Score: -8426883.000000 Penalty: 3306.450928
	Iteration 88Q: 3 clusters Score -8426883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 64970 members 
Entering Unmasked Estep 
Score: -8426880.000000 Penalty: 3306.450928
	Iteration 89Q: 3 clusters Score -8426880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 64970 members 
Entering Unmasked Estep 
Score: -8426880.000000 Penalty: 3306.450928
	Iteration 90F: 3 clusters Score -8426880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Entering Unmasked Estep 
Score: -25768.478516 Penalty: 894.476562
	Iteration 0F: 2 clusters Score -25768.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -25129.421875 Penalty: 1788.953125
	Iteration 0F: 3 clusters Score -25129.42 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -25770.205078 Penalty: 1788.953125
	Iteration 1F: 3 clusters Score -25770.21 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -25950.472656 Penalty: 1788.953125
	Iteration 2F: 3 clusters Score -25950.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -26034.544922 Penalty: 1788.953125
	Iteration 3Q: 3 clusters Score -26034.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -26107.800781 Penalty: 1788.953125
	Iteration 4Q: 3 clusters Score -26107.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -26179.273438 Penalty: 1788.953125
	Iteration 5Q: 3 clusters Score -26179.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -26229.162109 Penalty: 1788.953125
	Iteration 6Q: 3 clusters Score -26229.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -26280.972656 Penalty: 1788.953125
	Iteration 7Q: 3 clusters Score -26280.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -26294.789062 Penalty: 1788.953125
	Iteration 8Q: 3 clusters Score -26294.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -26298.929688 Penalty: 1788.953125
	Iteration 9Q: 3 clusters Score -26298.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -26298.929688 Penalty: 1788.953125
	Iteration 10F: 3 clusters Score -26298.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40229 members 
Mstep: Class 5 contains 10100 members 
Mstep: Class 6 contains 38304 members 
Mstep: Class 7 contains 31950 members 
Mstep: Class 8 contains 4113 members 
Mstep: Class 9 contains 6932 members 
Mstep: Class 10 contains 8636 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 21794 members 
Mstep: Class 13 contains 14997 members 
Mstep: Class 14 contains 11433 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 51774 members 
Mstep: Class 18 contains 36345 members 
Mstep: Class 19 contains 21942 members 
Mstep: Class 20 contains 7229 members 
Mstep: Class 21 contains 19604 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35672 members 
Mstep: Class 25 contains 13797 members 
Mstep: Class 26 contains 5738 members 
Mstep: Class 27 contains 51946 members 
Mstep: Class 28 contains 11108 members 
Mstep: Class 29 contains 66862 members 
Mstep: Class 30 contains 204 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16023 members 
Mstep: Class 33 contains 1183 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62729 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20405 members 
Mstep: Class 42 contains 204 members 
Entering Unmasked Estep 
Score: -80992056.000000 Penalty: 83809.710938
Splitting cluster 30 changes total score from -80992680.000000 to -80992056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Entering Unmasked Estep 
Score: -43557.585938 Penalty: 887.380615
	Iteration 0F: 2 clusters Score -43557.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -42743.093750 Penalty: 1774.761230
	Iteration 0F: 3 clusters Score -42743.09 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -42882.792969 Penalty: 1774.761230
	Iteration 1F: 3 clusters Score -42882.79 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -42964.324219 Penalty: 1774.761230
	Iteration 2F: 3 clusters Score -42964.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -43014.464844 Penalty: 1774.761230
	Iteration 3Q: 3 clusters Score -43014.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -43112.652344 Penalty: 1774.761230
	Iteration 4Q: 3 clusters Score -43112.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -43223.628906 Penalty: 1774.761230
	Iteration 5Q: 3 clusters Score -43223.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -43263.480469 Penalty: 1774.761230
	Iteration 6Q: 3 clusters Score -43263.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -43290.730469 Penalty: 1774.761230
	Iteration 7Q: 3 clusters Score -43290.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -43299.542969 Penalty: 1774.761230
	Iteration 8Q: 3 clusters Score -43299.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -43305.976562 Penalty: 1774.761230
	Iteration 9Q: 3 clusters Score -43305.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -43318.238281 Penalty: 1774.761230
	Iteration 10Q: 3 clusters Score -43318.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -43324.089844 Penalty: 1774.761230
	Iteration 11Q: 3 clusters Score -43324.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -43324.089844 Penalty: 1774.761230
	Iteration 12F: 3 clusters Score -43324.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (16023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Entering Unmasked Estep 
Score: -2027267.125000 Penalty: 1440.649048
	Iteration 0F: 2 clusters Score -2027267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -2016680.625000 Penalty: 2881.298096
	Iteration 0F: 3 clusters Score -2016681 nChanged 7014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -2020313.875000 Penalty: 2881.298096
	Iteration 1F: 3 clusters Score -2020314 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -2020642.500000 Penalty: 2881.298096
	Iteration 2F: 3 clusters Score -2020642 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -2020908.875000 Penalty: 2881.298096
	Iteration 3Q: 3 clusters Score -2020909 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -2021206.875000 Penalty: 2881.298096
	Iteration 4Q: 3 clusters Score -2021207 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -2021560.875000 Penalty: 2881.298096
	Iteration 5Q: 3 clusters Score -2021561 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -2022018.500000 Penalty: 2881.298096
	Iteration 6Q: 3 clusters Score -2022018 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -2022613.500000 Penalty: 2881.298096
	Iteration 7F: 3 clusters Score -2022614 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -2023387.125000 Penalty: 2881.298096
	Iteration 8F: 3 clusters Score -2023387 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -2024217.125000 Penalty: 2881.298096
	Iteration 9F: 3 clusters Score -2024217 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -2024906.500000 Penalty: 2881.298096
	Iteration 10Q: 3 clusters Score -2024906 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2025388.000000 Penalty: 2881.298096
	Iteration 11Q: 3 clusters Score -2025388 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2025690.500000 Penalty: 2881.298096
	Iteration 12Q: 3 clusters Score -2025690 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2025853.000000 Penalty: 2881.298096
	Iteration 13Q: 3 clusters Score -2025853 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2025962.500000 Penalty: 2881.298096
	Iteration 14Q: 3 clusters Score -2025962 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2026024.125000 Penalty: 2881.298096
	Iteration 15Q: 3 clusters Score -2026024 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2026072.625000 Penalty: 2881.298096
	Iteration 16Q: 3 clusters Score -2026073 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2026100.250000 Penalty: 2881.298096
	Iteration 17Q: 3 clusters Score -2026100 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2026117.250000 Penalty: 2881.298096
	Iteration 18Q: 3 clusters Score -2026117 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2026135.500000 Penalty: 2881.298096
	Iteration 19Q: 3 clusters Score -2026136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2026153.750000 Penalty: 2881.298096
	Iteration 20F: 3 clusters Score -2026154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2026165.875000 Penalty: 2881.298096
	Iteration 21Q: 3 clusters Score -2026166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2026174.625000 Penalty: 2881.298096
	Iteration 22Q: 3 clusters Score -2026175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2026178.250000 Penalty: 2881.298096
	Iteration 23Q: 3 clusters Score -2026178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2026182.000000 Penalty: 2881.298096
	Iteration 24Q: 3 clusters Score -2026182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2026183.000000 Penalty: 2881.298096
	Iteration 25Q: 3 clusters Score -2026183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2026183.000000 Penalty: 2881.298096
	Iteration 26F: 3 clusters Score -2026183 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Entering Unmasked Estep 
Score: -140177.750000 Penalty: 1052.880371
	Iteration 0F: 2 clusters Score -140177.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -138809.859375 Penalty: 2105.760742
	Iteration 0F: 3 clusters Score -138809.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -139113.390625 Penalty: 2105.760742
	Iteration 1F: 3 clusters Score -139113.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -139192.171875 Penalty: 2105.760742
	Iteration 2F: 3 clusters Score -139192.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -139234.921875 Penalty: 2105.760742
	Iteration 3Q: 3 clusters Score -139234.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -139261.171875 Penalty: 2105.760742
	Iteration 4Q: 3 clusters Score -139261.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -139279.031250 Penalty: 2105.760742
	Iteration 5Q: 3 clusters Score -139279 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -139296.953125 Penalty: 2105.760742
	Iteration 6Q: 3 clusters Score -139297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -139304.734375 Penalty: 2105.760742
	Iteration 7Q: 3 clusters Score -139304.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -139308.875000 Penalty: 2105.760742
	Iteration 8Q: 3 clusters Score -139308.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -139313.921875 Penalty: 2105.760742
	Iteration 9Q: 3 clusters Score -139313.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -139319.265625 Penalty: 2105.760742
	Iteration 10Q: 3 clusters Score -139319.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -139324.046875 Penalty: 2105.760742
	Iteration 11Q: 3 clusters Score -139324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -139331.390625 Penalty: 2105.760742
	Iteration 12Q: 3 clusters Score -139331.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -139334.296875 Penalty: 2105.760742
	Iteration 13Q: 3 clusters Score -139334.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -139336.968750 Penalty: 2105.760742
	Iteration 14Q: 3 clusters Score -139337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -139338.437500 Penalty: 2105.760742
	Iteration 15Q: 3 clusters Score -139338.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -139339.078125 Penalty: 2105.760742
	Iteration 16Q: 3 clusters Score -139339.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -139340.171875 Penalty: 2105.760742
	Iteration 17Q: 3 clusters Score -139340.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -139341.609375 Penalty: 2105.760742
	Iteration 18Q: 3 clusters Score -139341.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -139342.828125 Penalty: 2105.760742
	Iteration 19Q: 3 clusters Score -139342.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -139342.828125 Penalty: 2105.760742
	Iteration 20F: 3 clusters Score -139342.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -127422.687500 Penalty: 1044.870117
	Iteration 0F: 2 clusters Score -127422.7 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: -126103.921875 Penalty: 2089.740234
	Iteration 0F: 3 clusters Score -126103.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -126434.695312 Penalty: 2089.740234
	Iteration 1F: 3 clusters Score -126434.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -126519.468750 Penalty: 2089.740234
	Iteration 2F: 3 clusters Score -126519.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -126561.453125 Penalty: 2089.740234
	Iteration 3Q: 3 clusters Score -126561.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -126575.656250 Penalty: 2089.740234
	Iteration 4Q: 3 clusters Score -126575.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -126584.578125 Penalty: 2089.740234
	Iteration 5Q: 3 clusters Score -126584.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -126590.078125 Penalty: 2089.740234
	Iteration 6Q: 3 clusters Score -126590.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -126599.335938 Penalty: 2089.740234
	Iteration 7Q: 3 clusters Score -126599.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -126605.406250 Penalty: 2089.740234
	Iteration 8Q: 3 clusters Score -126605.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -126610.218750 Penalty: 2089.740234
	Iteration 9Q: 3 clusters Score -126610.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -126615.953125 Penalty: 2089.740234
	Iteration 10Q: 3 clusters Score -126616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -126618.781250 Penalty: 2089.740234
	Iteration 11Q: 3 clusters Score -126618.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -126621.179688 Penalty: 2089.740234
	Iteration 12Q: 3 clusters Score -126621.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -126621.179688 Penalty: 2089.740234
	Iteration 13F: 3 clusters Score -126621.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Entering Unmasked Estep 
Score: -46544.628906 Penalty: 929.420654
	Iteration 0F: 2 clusters Score -46544.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -45678.902344 Penalty: 1858.841309
	Iteration 0F: 3 clusters Score -45678.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -45934.906250 Penalty: 1858.841309
	Iteration 1F: 3 clusters Score -45934.91 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -46044.351562 Penalty: 1858.841309
	Iteration 2F: 3 clusters Score -46044.35 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -46098.378906 Penalty: 1858.841309
	Iteration 3Q: 3 clusters Score -46098.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -46165.695312 Penalty: 1858.841309
	Iteration 4Q: 3 clusters Score -46165.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -46222.769531 Penalty: 1858.841309
	Iteration 5Q: 3 clusters Score -46222.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -46287.855469 Penalty: 1858.841309
	Iteration 6Q: 3 clusters Score -46287.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -46353.769531 Penalty: 1858.841309
	Iteration 7Q: 3 clusters Score -46353.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -46375.878906 Penalty: 1858.841309
	Iteration 8Q: 3 clusters Score -46375.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -46428.359375 Penalty: 1858.841309
	Iteration 9Q: 3 clusters Score -46428.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -46455.097656 Penalty: 1858.841309
	Iteration 10Q: 3 clusters Score -46455.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -46472.683594 Penalty: 1858.841309
	Iteration 11Q: 3 clusters Score -46472.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -46478.988281 Penalty: 1858.841309
	Iteration 12Q: 3 clusters Score -46478.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -46485.777344 Penalty: 1858.841309
	Iteration 13Q: 3 clusters Score -46485.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -46487.109375 Penalty: 1858.841309
	Iteration 14Q: 3 clusters Score -46487.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -46487.109375 Penalty: 1858.841309
	Iteration 15F: 3 clusters Score -46487.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (62729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62729 members 
Entering Unmasked Estep 
Score: -8002582.000000 Penalty: 1643.731079
	Iteration 0F: 2 clusters Score -8002582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31063 members 
Mstep: Class 2 contains 31666 members 
Entering Unmasked Estep 
Score: -7963655.000000 Penalty: 3287.462158
	Iteration 0F: 3 clusters Score -7963655 nChanged 29297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28382 members 
Mstep: Class 2 contains 34347 members 
Entering Unmasked Estep 
Score: -7980464.000000 Penalty: 3287.462158
	Iteration 1F: 3 clusters Score -7980464 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26470 members 
Mstep: Class 2 contains 36259 members 
Entering Unmasked Estep 
Score: -7981657.000000 Penalty: 3287.462158
	Iteration 2Q: 3 clusters Score -7981657 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 39037 members 
Entering Unmasked Estep 
Score: -7983433.000000 Penalty: 3287.462158
	Iteration 3F: 3 clusters Score -7983433 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 42695 members 
Entering Unmasked Estep 
Score: -7985966.500000 Penalty: 3287.462158
	Iteration 4F: 3 clusters Score -7985966 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 47053 members 
Entering Unmasked Estep 
Score: -7989070.000000 Penalty: 3287.462158
	Iteration 5F: 3 clusters Score -7989070 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 51527 members 
Entering Unmasked Estep 
Score: -7992428.500000 Penalty: 3287.462158
	Iteration 6F: 3 clusters Score -7992428 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 55467 members 
Entering Unmasked Estep 
Score: -7995554.000000 Penalty: 3287.462158
	Iteration 7F: 3 clusters Score -7995554 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 58399 members 
Entering Unmasked Estep 
Score: -7998006.500000 Penalty: 3287.462158
	Iteration 8Q: 3 clusters Score -7998006 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 60247 members 
Entering Unmasked Estep 
Score: -7999505.000000 Penalty: 3287.462158
	Iteration 9Q: 3 clusters Score -7999505 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 61253 members 
Entering Unmasked Estep 
Score: -8000285.500000 Penalty: 3287.462158
	Iteration 10Q: 3 clusters Score -8000286 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 61784 members 
Entering Unmasked Estep 
Score: -8000736.000000 Penalty: 3287.462158
	Iteration 11Q: 3 clusters Score -8000736 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 62030 members 
Entering Unmasked Estep 
Score: -8000928.500000 Penalty: 3287.462158
	Iteration 12Q: 3 clusters Score -8000928 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 62161 members 
Entering Unmasked Estep 
Score: -8001033.000000 Penalty: 3287.462158
	Iteration 13Q: 3 clusters Score -8001033 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 62219 members 
Entering Unmasked Estep 
Score: -8001106.500000 Penalty: 3287.462158
	Iteration 14Q: 3 clusters Score -8001106 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 62266 members 
Entering Unmasked Estep 
Score: -8001170.000000 Penalty: 3287.462158
	Iteration 15Q: 3 clusters Score -8001170 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 62293 members 
Entering Unmasked Estep 
Score: -8001207.000000 Penalty: 3287.462158
	Iteration 16Q: 3 clusters Score -8001207 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 62311 members 
Entering Unmasked Estep 
Score: -8001234.500000 Penalty: 3287.462158
	Iteration 17Q: 3 clusters Score -8001234 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 62324 members 
Entering Unmasked Estep 
Score: -8001232.000000 Penalty: 3287.462158
	Iteration 18Q: 3 clusters Score -8001232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 62332 members 
Entering Unmasked Estep 
Score: -8001249.500000 Penalty: 3287.462158
	Iteration 19Q: 3 clusters Score -8001250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 62333 members 
Entering Unmasked Estep 
Score: -8001246.500000 Penalty: 3287.462158
	Iteration 20F: 3 clusters Score -8001246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 62338 members 
Entering Unmasked Estep 
Score: -8001245.500000 Penalty: 3287.462158
	Iteration 21Q: 3 clusters Score -8001246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 62341 members 
Entering Unmasked Estep 
Score: -8001251.500000 Penalty: 3287.462158
	Iteration 22Q: 3 clusters Score -8001252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 62342 members 
Entering Unmasked Estep 
Score: -8001251.000000 Penalty: 3287.462158
	Iteration 23Q: 3 clusters Score -8001251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 62343 members 
Entering Unmasked Estep 
Score: -8001251.500000 Penalty: 3287.462158
	Iteration 24Q: 3 clusters Score -8001252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 62345 members 
Entering Unmasked Estep 
Score: -8001253.500000 Penalty: 3287.462158
	Iteration 25Q: 3 clusters Score -8001254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 62346 members 
Entering Unmasked Estep 
Score: -8001251.500000 Penalty: 3287.462158
	Iteration 26Q: 3 clusters Score -8001252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 62348 members 
Entering Unmasked Estep 
Score: -8001254.500000 Penalty: 3287.462158
	Iteration 27Q: 3 clusters Score -8001254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 62349 members 
Entering Unmasked Estep 
Score: -8001258.500000 Penalty: 3287.462158
	Iteration 28Q: 3 clusters Score -8001258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 62350 members 
Entering Unmasked Estep 
Score: -8001262.000000 Penalty: 3287.462158
	Iteration 29Q: 3 clusters Score -8001262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 62351 members 
Entering Unmasked Estep 
Score: -8001261.500000 Penalty: 3287.462158
	Iteration 30Q: 3 clusters Score -8001262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 62351 members 
Entering Unmasked Estep 
Score: -8001261.500000 Penalty: 3287.462158
	Iteration 31F: 3 clusters Score -8001262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Entering Unmasked Estep 
Score: -32535.533203 Penalty: 897.366028
	Iteration 0F: 2 clusters Score -32535.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -31762.423828 Penalty: 1794.732056
	Iteration 0F: 3 clusters Score -31762.42 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -32114.212891 Penalty: 1794.732056
	Iteration 1F: 3 clusters Score -32114.21 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -32288.347656 Penalty: 1794.732056
	Iteration 2F: 3 clusters Score -32288.35 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -32399.908203 Penalty: 1794.732056
	Iteration 3F: 3 clusters Score -32399.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -32509.589844 Penalty: 1794.732056
	Iteration 4Q: 3 clusters Score -32509.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -32668.025391 Penalty: 1794.732056
	Iteration 5Q: 3 clusters Score -32668.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -32771.839844 Penalty: 1794.732056
	Iteration 6Q: 3 clusters Score -32771.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -32887.199219 Penalty: 1794.732056
	Iteration 7Q: 3 clusters Score -32887.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -32942.796875 Penalty: 1794.732056
	Iteration 8Q: 3 clusters Score -32942.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -33003.070312 Penalty: 1794.732056
	Iteration 9Q: 3 clusters Score -33003.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -33006.058594 Penalty: 1794.732056
	Iteration 10F: 3 clusters Score -33006.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -33040.250000 Penalty: 1794.732056
	Iteration 11Q: 3 clusters Score -33040.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -33045.566406 Penalty: 1794.732056
	Iteration 12Q: 3 clusters Score -33045.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -33045.566406 Penalty: 1794.732056
	Iteration 13F: 3 clusters Score -33045.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40229 members 
Mstep: Class 5 contains 10100 members 
Mstep: Class 6 contains 38304 members 
Mstep: Class 7 contains 31950 members 
Mstep: Class 8 contains 4113 members 
Mstep: Class 9 contains 6932 members 
Mstep: Class 10 contains 8636 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 21794 members 
Mstep: Class 13 contains 14997 members 
Mstep: Class 14 contains 11433 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 51774 members 
Mstep: Class 18 contains 36345 members 
Mstep: Class 19 contains 21942 members 
Mstep: Class 20 contains 7229 members 
Mstep: Class 21 contains 19604 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35672 members 
Mstep: Class 25 contains 13797 members 
Mstep: Class 26 contains 5738 members 
Mstep: Class 27 contains 51946 members 
Mstep: Class 28 contains 11108 members 
Mstep: Class 29 contains 66862 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16023 members 
Mstep: Class 33 contains 1183 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62729 members 
Mstep: Class 37 contains 192 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20405 members 
Mstep: Class 42 contains 224 members 
Entering Unmasked Estep 
Score: -80992248.000000 Penalty: 83809.710938
Splitting cluster 37 changes total score from -80992680.000000 to -80992248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (9150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Entering Unmasked Estep 
Score: -1161244.250000 Penalty: 1357.280640
	Iteration 0F: 2 clusters Score -1161244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1155016.750000 Penalty: 2714.561279
	Iteration 0F: 3 clusters Score -1155017 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1157059.750000 Penalty: 2714.561279
	Iteration 1F: 3 clusters Score -1157060 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1157312.125000 Penalty: 2714.561279
	Iteration 2F: 3 clusters Score -1157312 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1157464.875000 Penalty: 2714.561279
	Iteration 3Q: 3 clusters Score -1157465 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1157573.750000 Penalty: 2714.561279
	Iteration 4Q: 3 clusters Score -1157574 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1157645.625000 Penalty: 2714.561279
	Iteration 5Q: 3 clusters Score -1157646 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1157700.500000 Penalty: 2714.561279
	Iteration 6Q: 3 clusters Score -1157700 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1157757.375000 Penalty: 2714.561279
	Iteration 7Q: 3 clusters Score -1157757 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1157808.625000 Penalty: 2714.561279
	Iteration 8Q: 3 clusters Score -1157809 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1157880.875000 Penalty: 2714.561279
	Iteration 9Q: 3 clusters Score -1157881 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1157970.125000 Penalty: 2714.561279
	Iteration 10Q: 3 clusters Score -1157970 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1158061.625000 Penalty: 2714.561279
	Iteration 11Q: 3 clusters Score -1158062 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1158188.875000 Penalty: 2714.561279
	Iteration 12Q: 3 clusters Score -1158189 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1158335.625000 Penalty: 2714.561279
	Iteration 13Q: 3 clusters Score -1158336 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1158523.000000 Penalty: 2714.561279
	Iteration 14Q: 3 clusters Score -1158523 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1158744.375000 Penalty: 2714.561279
	Iteration 15Q: 3 clusters Score -1158744 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1158983.875000 Penalty: 2714.561279
	Iteration 16Q: 3 clusters Score -1158984 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1159264.125000 Penalty: 2714.561279
	Iteration 17Q: 3 clusters Score -1159264 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1159499.000000 Penalty: 2714.561279
	Iteration 18Q: 3 clusters Score -1159499 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1159679.500000 Penalty: 2714.561279
	Iteration 19Q: 3 clusters Score -1159680 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1159793.000000 Penalty: 2714.561279
	Iteration 20F: 3 clusters Score -1159793 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1159886.250000 Penalty: 2714.561279
	Iteration 21Q: 3 clusters Score -1159886 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1159963.500000 Penalty: 2714.561279
	Iteration 22Q: 3 clusters Score -1159964 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1160011.750000 Penalty: 2714.561279
	Iteration 23Q: 3 clusters Score -1160012 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1160052.375000 Penalty: 2714.561279
	Iteration 24Q: 3 clusters Score -1160052 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1160094.125000 Penalty: 2714.561279
	Iteration 25Q: 3 clusters Score -1160094 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1160115.375000 Penalty: 2714.561279
	Iteration 26Q: 3 clusters Score -1160115 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1160138.875000 Penalty: 2714.561279
	Iteration 27Q: 3 clusters Score -1160139 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1160150.250000 Penalty: 2714.561279
	Iteration 28Q: 3 clusters Score -1160150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1160155.750000 Penalty: 2714.561279
	Iteration 29Q: 3 clusters Score -1160156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1160160.500000 Penalty: 2714.561279
	Iteration 30Q: 3 clusters Score -1160160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1160164.375000 Penalty: 2714.561279
	Iteration 31Q: 3 clusters Score -1160164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1160165.375000 Penalty: 2714.561279
	Iteration 32Q: 3 clusters Score -1160165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1160172.375000 Penalty: 2714.561279
	Iteration 33Q: 3 clusters Score -1160172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1160181.125000 Penalty: 2714.561279
	Iteration 34Q: 3 clusters Score -1160181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1160189.125000 Penalty: 2714.561279
	Iteration 35Q: 3 clusters Score -1160189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1160194.500000 Penalty: 2714.561279
	Iteration 36Q: 3 clusters Score -1160194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1160199.250000 Penalty: 2714.561279
	Iteration 37Q: 3 clusters Score -1160199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1160206.125000 Penalty: 2714.561279
	Iteration 38Q: 3 clusters Score -1160206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1160212.625000 Penalty: 2714.561279
	Iteration 39Q: 3 clusters Score -1160213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1160216.750000 Penalty: 2714.561279
	Iteration 40F: 3 clusters Score -1160217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1160219.625000 Penalty: 2714.561279
	Iteration 41Q: 3 clusters Score -1160220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1160223.500000 Penalty: 2714.561279
	Iteration 42Q: 3 clusters Score -1160224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1160226.000000 Penalty: 2714.561279
	Iteration 43Q: 3 clusters Score -1160226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1160226.000000 Penalty: 2714.561279
	Iteration 44F: 3 clusters Score -1160226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Entering Unmasked Estep 
Score: -25416.886719 Penalty: 841.611633
	Iteration 0F: 2 clusters Score -25416.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -24739.072266 Penalty: 1683.223267
	Iteration 0F: 3 clusters Score -24739.07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -24894.671875 Penalty: 1683.223267
	Iteration 1F: 3 clusters Score -24894.67 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -24942.414062 Penalty: 1683.223267
	Iteration 2F: 3 clusters Score -24942.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -24973.292969 Penalty: 1683.223267
	Iteration 3Q: 3 clusters Score -24973.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -24987.941406 Penalty: 1683.223267
	Iteration 4Q: 3 clusters Score -24987.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -24987.941406 Penalty: 1683.223267
	Iteration 5F: 3 clusters Score -24987.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Entering Unmasked Estep 
Score: -18713.841797 Penalty: 830.824219
	Iteration 0F: 2 clusters Score -18713.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -18132.062500 Penalty: 1661.648438
	Iteration 0F: 3 clusters Score -18132.06 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -18371.435547 Penalty: 1661.648438
	Iteration 1F: 3 clusters Score -18371.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -18427.164062 Penalty: 1661.648438
	Iteration 2Q: 3 clusters Score -18427.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -18441.162109 Penalty: 1661.648438
	Iteration 3Q: 3 clusters Score -18441.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -18446.117188 Penalty: 1661.648438
	Iteration 4Q: 3 clusters Score -18446.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -18446.117188 Penalty: 1661.648438
	Iteration 5F: 3 clusters Score -18446.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (20405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Entering Unmasked Estep 
Score: -2572849.000000 Penalty: 1476.622070
	Iteration 0F: 2 clusters Score -2572849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -2559478.500000 Penalty: 2953.244141
	Iteration 0F: 3 clusters Score -2559478 nChanged 8992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -2564196.000000 Penalty: 2953.244141
	Iteration 1F: 3 clusters Score -2564196 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -2564625.500000 Penalty: 2953.244141
	Iteration 2F: 3 clusters Score -2564626 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -2564974.000000 Penalty: 2953.244141
	Iteration 3Q: 3 clusters Score -2564974 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -2565274.500000 Penalty: 2953.244141
	Iteration 4Q: 3 clusters Score -2565274 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -2565628.750000 Penalty: 2953.244141
	Iteration 5Q: 3 clusters Score -2565629 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -2566042.000000 Penalty: 2953.244141
	Iteration 6Q: 3 clusters Score -2566042 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -2566600.500000 Penalty: 2953.244141
	Iteration 7F: 3 clusters Score -2566600 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -2567367.750000 Penalty: 2953.244141
	Iteration 8F: 3 clusters Score -2567368 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -2568358.000000 Penalty: 2953.244141
	Iteration 9F: 3 clusters Score -2568358 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -2569403.250000 Penalty: 2953.244141
	Iteration 10F: 3 clusters Score -2569403 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -2570310.250000 Penalty: 2953.244141
	Iteration 11Q: 3 clusters Score -2570310 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
Score: -2570939.000000 Penalty: 2953.244141
	Iteration 12Q: 3 clusters Score -2570939 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -2571293.500000 Penalty: 2953.244141
	Iteration 13Q: 3 clusters Score -2571294 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -2571472.250000 Penalty: 2953.244141
	Iteration 14Q: 3 clusters Score -2571472 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -2571571.250000 Penalty: 2953.244141
	Iteration 15Q: 3 clusters Score -2571571 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 20132 members 
Entering Unmasked Estep 
Score: -2571600.750000 Penalty: 2953.244141
	Iteration 16Q: 3 clusters Score -2571601 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 20142 members 
Entering Unmasked Estep 
Score: -2571618.000000 Penalty: 2953.244141
	Iteration 17Q: 3 clusters Score -2571618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -2571639.250000 Penalty: 2953.244141
	Iteration 18Q: 3 clusters Score -2571639 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -2571656.500000 Penalty: 2953.244141
	Iteration 19Q: 3 clusters Score -2571656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -2571664.750000 Penalty: 2953.244141
	Iteration 20F: 3 clusters Score -2571665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -2571678.750000 Penalty: 2953.244141
	Iteration 21Q: 3 clusters Score -2571679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -2571679.500000 Penalty: 2953.244141
	Iteration 22Q: 3 clusters Score -2571680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -2571679.500000 Penalty: 2953.244141
	Iteration 23F: 3 clusters Score -2571680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40229 members 
Mstep: Class 5 contains 10100 members 
Mstep: Class 6 contains 38304 members 
Mstep: Class 7 contains 31950 members 
Mstep: Class 8 contains 4113 members 
Mstep: Class 9 contains 6932 members 
Mstep: Class 10 contains 8636 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 21794 members 
Mstep: Class 13 contains 14997 members 
Mstep: Class 14 contains 11433 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 51774 members 
Mstep: Class 18 contains 36345 members 
Mstep: Class 19 contains 21942 members 
Mstep: Class 20 contains 7229 members 
Mstep: Class 21 contains 19604 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35672 members 
Mstep: Class 25 contains 13797 members 
Mstep: Class 26 contains 5738 members 
Mstep: Class 27 contains 51946 members 
Mstep: Class 28 contains 11108 members 
Mstep: Class 29 contains 66862 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16023 members 
Mstep: Class 33 contains 1183 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62729 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992672.000000 Penalty: 81814.242188
Iteration 239Q: 42 clusters Score -8.099267e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40228 members 
Mstep: Class 5 contains 10100 members 
Mstep: Class 6 contains 38305 members 
Mstep: Class 7 contains 31951 members 
Mstep: Class 8 contains 4113 members 
Mstep: Class 9 contains 6932 members 
Mstep: Class 10 contains 8635 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 21794 members 
Mstep: Class 13 contains 14997 members 
Mstep: Class 14 contains 11433 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 51763 members 
Mstep: Class 18 contains 36345 members 
Mstep: Class 19 contains 21942 members 
Mstep: Class 20 contains 7227 members 
Mstep: Class 21 contains 19604 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35674 members 
Mstep: Class 25 contains 13797 members 
Mstep: Class 26 contains 5738 members 
Mstep: Class 27 contains 51953 members 
Mstep: Class 28 contains 11108 members 
Mstep: Class 29 contains 66873 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16023 members 
Mstep: Class 33 contains 1183 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62722 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992704.000000 Penalty: 81814.242188
Iteration 240F: 42 clusters Score -8.09927e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40222 members 
Mstep: Class 5 contains 10100 members 
Mstep: Class 6 contains 38305 members 
Mstep: Class 7 contains 31951 members 
Mstep: Class 8 contains 4113 members 
Mstep: Class 9 contains 6932 members 
Mstep: Class 10 contains 8635 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 21794 members 
Mstep: Class 13 contains 14997 members 
Mstep: Class 14 contains 11433 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 51760 members 
Mstep: Class 18 contains 36345 members 
Mstep: Class 19 contains 21942 members 
Mstep: Class 20 contains 7227 members 
Mstep: Class 21 contains 19606 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35675 members 
Mstep: Class 25 contains 13798 members 
Mstep: Class 26 contains 5738 members 
Mstep: Class 27 contains 51962 members 
Mstep: Class 28 contains 11108 members 
Mstep: Class 29 contains 66883 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16023 members 
Mstep: Class 33 contains 1183 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62708 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992704.000000 Penalty: 81814.242188
Iteration 241Q: 42 clusters Score -8.09927e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40222 members 
Mstep: Class 5 contains 10100 members 
Mstep: Class 6 contains 38305 members 
Mstep: Class 7 contains 31950 members 
Mstep: Class 8 contains 4113 members 
Mstep: Class 9 contains 6932 members 
Mstep: Class 10 contains 8635 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 21795 members 
Mstep: Class 13 contains 14997 members 
Mstep: Class 14 contains 11433 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 51758 members 
Mstep: Class 18 contains 36345 members 
Mstep: Class 19 contains 21942 members 
Mstep: Class 20 contains 7229 members 
Mstep: Class 21 contains 19606 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35678 members 
Mstep: Class 25 contains 13798 members 
Mstep: Class 26 contains 5738 members 
Mstep: Class 27 contains 51966 members 
Mstep: Class 28 contains 11108 members 
Mstep: Class 29 contains 66889 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16023 members 
Mstep: Class 33 contains 1183 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62695 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992680.000000 Penalty: 81814.242188
Iteration 242Q: 42 clusters Score -8.099268e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40222 members 
Mstep: Class 5 contains 10100 members 
Mstep: Class 6 contains 38305 members 
Mstep: Class 7 contains 31952 members 
Mstep: Class 8 contains 4113 members 
Mstep: Class 9 contains 6932 members 
Mstep: Class 10 contains 8635 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 21795 members 
Mstep: Class 13 contains 14997 members 
Mstep: Class 14 contains 11433 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 51753 members 
Mstep: Class 18 contains 36345 members 
Mstep: Class 19 contains 21942 members 
Mstep: Class 20 contains 7229 members 
Mstep: Class 21 contains 19606 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35681 members 
Mstep: Class 25 contains 13799 members 
Mstep: Class 26 contains 5738 members 
Mstep: Class 27 contains 51974 members 
Mstep: Class 28 contains 11108 members 
Mstep: Class 29 contains 66892 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16023 members 
Mstep: Class 33 contains 1183 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62683 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992664.000000 Penalty: 81814.242188
Iteration 243Q: 42 clusters Score -8.099266e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40222 members 
Mstep: Class 5 contains 10100 members 
Mstep: Class 6 contains 38309 members 
Mstep: Class 7 contains 31951 members 
Mstep: Class 8 contains 4113 members 
Mstep: Class 9 contains 6932 members 
Mstep: Class 10 contains 8635 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 21795 members 
Mstep: Class 13 contains 14997 members 
Mstep: Class 14 contains 11433 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3871 members 
Mstep: Class 17 contains 51744 members 
Mstep: Class 18 contains 36345 members 
Mstep: Class 19 contains 21942 members 
Mstep: Class 20 contains 7229 members 
Mstep: Class 21 contains 19606 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35682 members 
Mstep: Class 25 contains 13799 members 
Mstep: Class 26 contains 5738 members 
Mstep: Class 27 contains 51988 members 
Mstep: Class 28 contains 11108 members 
Mstep: Class 29 contains 66898 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16023 members 
Mstep: Class 33 contains 1183 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62669 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992632.000000 Penalty: 81814.242188
Iteration 244Q: 42 clusters Score -8.099263e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40220 members 
Mstep: Class 5 contains 10100 members 
Mstep: Class 6 contains 38309 members 
Mstep: Class 7 contains 31952 members 
Mstep: Class 8 contains 4113 members 
Mstep: Class 9 contains 6932 members 
Mstep: Class 10 contains 8635 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 21795 members 
Mstep: Class 13 contains 14997 members 
Mstep: Class 14 contains 11433 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3871 members 
Mstep: Class 17 contains 51738 members 
Mstep: Class 18 contains 36345 members 
Mstep: Class 19 contains 21942 members 
Mstep: Class 20 contains 7228 members 
Mstep: Class 21 contains 19606 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35682 members 
Mstep: Class 25 contains 13799 members 
Mstep: Class 26 contains 5738 members 
Mstep: Class 27 contains 51996 members 
Mstep: Class 28 contains 11108 members 
Mstep: Class 29 contains 66906 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16023 members 
Mstep: Class 33 contains 1183 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62661 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992688.000000 Penalty: 81814.242188
Iteration 245Q: 42 clusters Score -8.099269e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40221 members 
Mstep: Class 5 contains 10100 members 
Mstep: Class 6 contains 38309 members 
Mstep: Class 7 contains 31952 members 
Mstep: Class 8 contains 4113 members 
Mstep: Class 9 contains 6932 members 
Mstep: Class 10 contains 8635 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 21795 members 
Mstep: Class 13 contains 14997 members 
Mstep: Class 14 contains 11433 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3871 members 
Mstep: Class 17 contains 51735 members 
Mstep: Class 18 contains 36345 members 
Mstep: Class 19 contains 21942 members 
Mstep: Class 20 contains 7228 members 
Mstep: Class 21 contains 19606 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35682 members 
Mstep: Class 25 contains 13798 members 
Mstep: Class 26 contains 5738 members 
Mstep: Class 27 contains 52005 members 
Mstep: Class 28 contains 11108 members 
Mstep: Class 29 contains 66910 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16023 members 
Mstep: Class 33 contains 1183 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62651 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992728.000000 Penalty: 81814.242188
Iteration 246Q: 42 clusters Score -8.099273e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40220 members 
Mstep: Class 5 contains 10100 members 
Mstep: Class 6 contains 38309 members 
Mstep: Class 7 contains 31952 members 
Mstep: Class 8 contains 4113 members 
Mstep: Class 9 contains 6932 members 
Mstep: Class 10 contains 8635 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 21795 members 
Mstep: Class 13 contains 14997 members 
Mstep: Class 14 contains 11433 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3871 members 
Mstep: Class 17 contains 51737 members 
Mstep: Class 18 contains 36346 members 
Mstep: Class 19 contains 21942 members 
Mstep: Class 20 contains 7228 members 
Mstep: Class 21 contains 19605 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35682 members 
Mstep: Class 25 contains 13798 members 
Mstep: Class 26 contains 5738 members 
Mstep: Class 27 contains 52010 members 
Mstep: Class 28 contains 11108 members 
Mstep: Class 29 contains 66913 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16023 members 
Mstep: Class 33 contains 1183 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62642 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992688.000000 Penalty: 81814.242188
Iteration 247Q: 42 clusters Score -8.099269e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40219 members 
Mstep: Class 5 contains 10100 members 
Mstep: Class 6 contains 38308 members 
Mstep: Class 7 contains 31951 members 
Mstep: Class 8 contains 4113 members 
Mstep: Class 9 contains 6932 members 
Mstep: Class 10 contains 8635 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 21795 members 
Mstep: Class 13 contains 14997 members 
Mstep: Class 14 contains 11433 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3871 members 
Mstep: Class 17 contains 51730 members 
Mstep: Class 18 contains 36347 members 
Mstep: Class 19 contains 21942 members 
Mstep: Class 20 contains 7229 members 
Mstep: Class 21 contains 19605 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35682 members 
Mstep: Class 25 contains 13798 members 
Mstep: Class 26 contains 5738 members 
Mstep: Class 27 contains 52022 members 
Mstep: Class 28 contains 11108 members 
Mstep: Class 29 contains 66916 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16023 members 
Mstep: Class 33 contains 1183 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62635 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992664.000000 Penalty: 81814.242188
Iteration 248Q: 42 clusters Score -8.099266e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40216 members 
Mstep: Class 5 contains 10100 members 
Mstep: Class 6 contains 38308 members 
Mstep: Class 7 contains 31950 members 
Mstep: Class 8 contains 4113 members 
Mstep: Class 9 contains 6932 members 
Mstep: Class 10 contains 8635 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 21795 members 
Mstep: Class 13 contains 14997 members 
Mstep: Class 14 contains 11434 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3871 members 
Mstep: Class 17 contains 51719 members 
Mstep: Class 18 contains 36347 members 
Mstep: Class 19 contains 21942 members 
Mstep: Class 20 contains 7229 members 
Mstep: Class 21 contains 19605 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35681 members 
Mstep: Class 25 contains 13797 members 
Mstep: Class 26 contains 5738 members 
Mstep: Class 27 contains 52032 members 
Mstep: Class 28 contains 11108 members 
Mstep: Class 29 contains 66924 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16023 members 
Mstep: Class 33 contains 1183 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62633 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992768.000000 Penalty: 81814.242188
Iteration 249Q: 42 clusters Score -8.099277e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40217 members 
Mstep: Class 5 contains 10101 members 
Mstep: Class 6 contains 38307 members 
Mstep: Class 7 contains 31948 members 
Mstep: Class 8 contains 4113 members 
Mstep: Class 9 contains 6932 members 
Mstep: Class 10 contains 8635 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 21795 members 
Mstep: Class 13 contains 14997 members 
Mstep: Class 14 contains 11434 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3871 members 
Mstep: Class 17 contains 51709 members 
Mstep: Class 18 contains 36347 members 
Mstep: Class 19 contains 21942 members 
Mstep: Class 20 contains 7227 members 
Mstep: Class 21 contains 19604 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35680 members 
Mstep: Class 25 contains 13798 members 
Mstep: Class 26 contains 5738 members 
Mstep: Class 27 contains 52036 members 
Mstep: Class 28 contains 11108 members 
Mstep: Class 29 contains 66935 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16023 members 
Mstep: Class 33 contains 1183 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62631 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992808.000000 Penalty: 81814.242188
Iteration 250Q: 42 clusters Score -8.099281e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40217 members 
Mstep: Class 5 contains 10101 members 
Mstep: Class 6 contains 38307 members 
Mstep: Class 7 contains 31947 members 
Mstep: Class 8 contains 4113 members 
Mstep: Class 9 contains 6932 members 
Mstep: Class 10 contains 8634 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 21795 members 
Mstep: Class 13 contains 14998 members 
Mstep: Class 14 contains 11434 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3871 members 
Mstep: Class 17 contains 51707 members 
Mstep: Class 18 contains 36347 members 
Mstep: Class 19 contains 21942 members 
Mstep: Class 20 contains 7226 members 
Mstep: Class 21 contains 19604 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35681 members 
Mstep: Class 25 contains 13798 members 
Mstep: Class 26 contains 5738 members 
Mstep: Class 27 contains 52041 members 
Mstep: Class 28 contains 11108 members 
Mstep: Class 29 contains 66940 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16023 members 
Mstep: Class 33 contains 1183 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62624 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992808.000000 Penalty: 81814.242188
Iteration 251Q: 42 clusters Score -8.099281e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40217 members 
Mstep: Class 5 contains 10101 members 
Mstep: Class 6 contains 38305 members 
Mstep: Class 7 contains 31947 members 
Mstep: Class 8 contains 4113 members 
Mstep: Class 9 contains 6932 members 
Mstep: Class 10 contains 8633 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 21795 members 
Mstep: Class 13 contains 14998 members 
Mstep: Class 14 contains 11434 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 51704 members 
Mstep: Class 18 contains 36347 members 
Mstep: Class 19 contains 21942 members 
Mstep: Class 20 contains 7225 members 
Mstep: Class 21 contains 19604 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35682 members 
Mstep: Class 25 contains 13799 members 
Mstep: Class 26 contains 5739 members 
Mstep: Class 27 contains 52042 members 
Mstep: Class 28 contains 11108 members 
Mstep: Class 29 contains 66945 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16023 members 
Mstep: Class 33 contains 1183 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62621 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992768.000000 Penalty: 81814.242188
Iteration 252Q: 42 clusters Score -8.099277e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40214 members 
Mstep: Class 5 contains 10101 members 
Mstep: Class 6 contains 38305 members 
Mstep: Class 7 contains 31946 members 
Mstep: Class 8 contains 4113 members 
Mstep: Class 9 contains 6933 members 
Mstep: Class 10 contains 8632 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 21795 members 
Mstep: Class 13 contains 14998 members 
Mstep: Class 14 contains 11434 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 51697 members 
Mstep: Class 18 contains 36347 members 
Mstep: Class 19 contains 21942 members 
Mstep: Class 20 contains 7225 members 
Mstep: Class 21 contains 19605 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35680 members 
Mstep: Class 25 contains 13799 members 
Mstep: Class 26 contains 5739 members 
Mstep: Class 27 contains 52050 members 
Mstep: Class 28 contains 11108 members 
Mstep: Class 29 contains 66953 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16023 members 
Mstep: Class 33 contains 1183 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62617 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992744.000000 Penalty: 81814.242188
Iteration 253Q: 42 clusters Score -8.099274e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40215 members 
Mstep: Class 5 contains 10101 members 
Mstep: Class 6 contains 38304 members 
Mstep: Class 7 contains 31946 members 
Mstep: Class 8 contains 4113 members 
Mstep: Class 9 contains 6932 members 
Mstep: Class 10 contains 8632 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 21795 members 
Mstep: Class 13 contains 14998 members 
Mstep: Class 14 contains 11434 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 51689 members 
Mstep: Class 18 contains 36347 members 
Mstep: Class 19 contains 21942 members 
Mstep: Class 20 contains 7224 members 
Mstep: Class 21 contains 19606 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35681 members 
Mstep: Class 25 contains 13797 members 
Mstep: Class 26 contains 5739 members 
Mstep: Class 27 contains 52057 members 
Mstep: Class 28 contains 11108 members 
Mstep: Class 29 contains 66961 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16023 members 
Mstep: Class 33 contains 1183 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62611 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992736.000000 Penalty: 81814.242188
Iteration 254Q: 42 clusters Score -8.099274e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40215 members 
Mstep: Class 5 contains 10101 members 
Mstep: Class 6 contains 38304 members 
Mstep: Class 7 contains 31945 members 
Mstep: Class 8 contains 4113 members 
Mstep: Class 9 contains 6931 members 
Mstep: Class 10 contains 8632 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 21795 members 
Mstep: Class 13 contains 14998 members 
Mstep: Class 14 contains 11434 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 51681 members 
Mstep: Class 18 contains 36347 members 
Mstep: Class 19 contains 21942 members 
Mstep: Class 20 contains 7224 members 
Mstep: Class 21 contains 19606 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35682 members 
Mstep: Class 25 contains 13796 members 
Mstep: Class 26 contains 5739 members 
Mstep: Class 27 contains 52064 members 
Mstep: Class 28 contains 11108 members 
Mstep: Class 29 contains 66968 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16023 members 
Mstep: Class 33 contains 1183 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62606 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992712.000000 Penalty: 81814.242188
Iteration 255Q: 42 clusters Score -8.099271e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40216 members 
Mstep: Class 5 contains 10101 members 
Mstep: Class 6 contains 38305 members 
Mstep: Class 7 contains 31945 members 
Mstep: Class 8 contains 4113 members 
Mstep: Class 9 contains 6930 members 
Mstep: Class 10 contains 8632 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 21795 members 
Mstep: Class 13 contains 14998 members 
Mstep: Class 14 contains 11434 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 51666 members 
Mstep: Class 18 contains 36346 members 
Mstep: Class 19 contains 21942 members 
Mstep: Class 20 contains 7223 members 
Mstep: Class 21 contains 19605 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35684 members 
Mstep: Class 25 contains 13796 members 
Mstep: Class 26 contains 5739 members 
Mstep: Class 27 contains 52078 members 
Mstep: Class 28 contains 11108 members 
Mstep: Class 29 contains 66980 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16023 members 
Mstep: Class 33 contains 1183 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62595 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992784.000000 Penalty: 81814.242188
Iteration 256Q: 42 clusters Score -8.099278e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40215 members 
Mstep: Class 5 contains 10101 members 
Mstep: Class 6 contains 38304 members 
Mstep: Class 7 contains 31947 members 
Mstep: Class 8 contains 4113 members 
Mstep: Class 9 contains 6930 members 
Mstep: Class 10 contains 8632 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 21795 members 
Mstep: Class 13 contains 14998 members 
Mstep: Class 14 contains 11434 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 51650 members 
Mstep: Class 18 contains 36346 members 
Mstep: Class 19 contains 21942 members 
Mstep: Class 20 contains 7221 members 
Mstep: Class 21 contains 19603 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35685 members 
Mstep: Class 25 contains 13795 members 
Mstep: Class 26 contains 5739 members 
Mstep: Class 27 contains 52103 members 
Mstep: Class 28 contains 11108 members 
Mstep: Class 29 contains 66988 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16023 members 
Mstep: Class 33 contains 1183 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62582 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992744.000000 Penalty: 81814.242188
Iteration 257Q: 42 clusters Score -8.099274e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40213 members 
Mstep: Class 5 contains 10100 members 
Mstep: Class 6 contains 38305 members 
Mstep: Class 7 contains 31948 members 
Mstep: Class 8 contains 4113 members 
Mstep: Class 9 contains 6930 members 
Mstep: Class 10 contains 8632 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 21795 members 
Mstep: Class 13 contains 14998 members 
Mstep: Class 14 contains 11434 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 51634 members 
Mstep: Class 18 contains 36346 members 
Mstep: Class 19 contains 21942 members 
Mstep: Class 20 contains 7221 members 
Mstep: Class 21 contains 19603 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35687 members 
Mstep: Class 25 contains 13796 members 
Mstep: Class 26 contains 5739 members 
Mstep: Class 27 contains 52127 members 
Mstep: Class 28 contains 11108 members 
Mstep: Class 29 contains 66995 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16023 members 
Mstep: Class 33 contains 1183 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62566 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992800.000000 Penalty: 81814.242188
Iteration 258Q: 42 clusters Score -8.09928e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40210 members 
Mstep: Class 5 contains 10099 members 
Mstep: Class 6 contains 38305 members 
Mstep: Class 7 contains 31945 members 
Mstep: Class 8 contains 4113 members 
Mstep: Class 9 contains 6931 members 
Mstep: Class 10 contains 8632 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 21795 members 
Mstep: Class 13 contains 14998 members 
Mstep: Class 14 contains 11434 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 51628 members 
Mstep: Class 18 contains 36346 members 
Mstep: Class 19 contains 21942 members 
Mstep: Class 20 contains 7219 members 
Mstep: Class 21 contains 19603 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35688 members 
Mstep: Class 25 contains 13798 members 
Mstep: Class 26 contains 5739 members 
Mstep: Class 27 contains 52149 members 
Mstep: Class 28 contains 11108 members 
Mstep: Class 29 contains 67001 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16023 members 
Mstep: Class 33 contains 1183 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62549 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992832.000000 Penalty: 81814.242188
Iteration 259Q: 42 clusters Score -8.099283e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40210 members 
Mstep: Class 5 contains 10100 members 
Mstep: Class 6 contains 38304 members 
Mstep: Class 7 contains 31941 members 
Mstep: Class 8 contains 4113 members 
Mstep: Class 9 contains 6933 members 
Mstep: Class 10 contains 8632 members 
Mstep: Class 11 contains 4846 members 
Mstep: Class 12 contains 21795 members 
Mstep: Class 13 contains 14998 members 
Mstep: Class 14 contains 11434 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 51632 members 
Mstep: Class 18 contains 36346 members 
Mstep: Class 19 contains 21942 members 
Mstep: Class 20 contains 7218 members 
Mstep: Class 21 contains 19603 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35690 members 
Mstep: Class 25 contains 13799 members 
Mstep: Class 26 contains 5739 members 
Mstep: Class 27 contains 52154 members 
Mstep: Class 28 contains 11108 members 
Mstep: Class 29 contains 67004 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16023 members 
Mstep: Class 33 contains 1183 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62537 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992776.000000 Penalty: 81814.242188
Iteration 260F: 42 clusters Score -8.099278e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40208 members 
Mstep: Class 5 contains 10101 members 
Mstep: Class 6 contains 38304 members 
Mstep: Class 7 contains 31939 members 
Mstep: Class 8 contains 4113 members 
Mstep: Class 9 contains 6932 members 
Mstep: Class 10 contains 8632 members 
Mstep: Class 11 contains 4847 members 
Mstep: Class 12 contains 21795 members 
Mstep: Class 13 contains 14998 members 
Mstep: Class 14 contains 11434 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 51632 members 
Mstep: Class 18 contains 36346 members 
Mstep: Class 19 contains 21942 members 
Mstep: Class 20 contains 7218 members 
Mstep: Class 21 contains 19604 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35689 members 
Mstep: Class 25 contains 13799 members 
Mstep: Class 26 contains 5739 members 
Mstep: Class 27 contains 52174 members 
Mstep: Class 28 contains 11108 members 
Mstep: Class 29 contains 67000 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16023 members 
Mstep: Class 33 contains 1183 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62524 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992760.000000 Penalty: 81814.242188
Iteration 261Q: 42 clusters Score -8.099276e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40205 members 
Mstep: Class 5 contains 10101 members 
Mstep: Class 6 contains 38302 members 
Mstep: Class 7 contains 31939 members 
Mstep: Class 8 contains 4113 members 
Mstep: Class 9 contains 6934 members 
Mstep: Class 10 contains 8632 members 
Mstep: Class 11 contains 4847 members 
Mstep: Class 12 contains 21795 members 
Mstep: Class 13 contains 14998 members 
Mstep: Class 14 contains 11434 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 51630 members 
Mstep: Class 18 contains 36346 members 
Mstep: Class 19 contains 21942 members 
Mstep: Class 20 contains 7218 members 
Mstep: Class 21 contains 19604 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35689 members 
Mstep: Class 25 contains 13799 members 
Mstep: Class 26 contains 5739 members 
Mstep: Class 27 contains 52192 members 
Mstep: Class 28 contains 11108 members 
Mstep: Class 29 contains 66997 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16023 members 
Mstep: Class 33 contains 1183 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62514 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992776.000000 Penalty: 81814.242188
Iteration 262Q: 42 clusters Score -8.099278e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40201 members 
Mstep: Class 5 contains 10101 members 
Mstep: Class 6 contains 38302 members 
Mstep: Class 7 contains 31939 members 
Mstep: Class 8 contains 4113 members 
Mstep: Class 9 contains 6935 members 
Mstep: Class 10 contains 8632 members 
Mstep: Class 11 contains 4847 members 
Mstep: Class 12 contains 21795 members 
Mstep: Class 13 contains 14998 members 
Mstep: Class 14 contains 11434 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 51626 members 
Mstep: Class 18 contains 36346 members 
Mstep: Class 19 contains 21942 members 
Mstep: Class 20 contains 7218 members 
Mstep: Class 21 contains 19604 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35689 members 
Mstep: Class 25 contains 13798 members 
Mstep: Class 26 contains 5739 members 
Mstep: Class 27 contains 52211 members 
Mstep: Class 28 contains 11108 members 
Mstep: Class 29 contains 66999 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16023 members 
Mstep: Class 33 contains 1183 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62502 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992760.000000 Penalty: 81814.242188
Iteration 263Q: 42 clusters Score -8.099276e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40197 members 
Mstep: Class 5 contains 10101 members 
Mstep: Class 6 contains 38304 members 
Mstep: Class 7 contains 31941 members 
Mstep: Class 8 contains 4113 members 
Mstep: Class 9 contains 6935 members 
Mstep: Class 10 contains 8632 members 
Mstep: Class 11 contains 4847 members 
Mstep: Class 12 contains 21795 members 
Mstep: Class 13 contains 14998 members 
Mstep: Class 14 contains 11434 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 51627 members 
Mstep: Class 18 contains 36346 members 
Mstep: Class 19 contains 21942 members 
Mstep: Class 20 contains 7218 members 
Mstep: Class 21 contains 19605 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35690 members 
Mstep: Class 25 contains 13798 members 
Mstep: Class 26 contains 5739 members 
Mstep: Class 27 contains 52214 members 
Mstep: Class 28 contains 11108 members 
Mstep: Class 29 contains 66996 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16023 members 
Mstep: Class 33 contains 1183 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62499 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992784.000000 Penalty: 81814.242188
Iteration 264Q: 42 clusters Score -8.099278e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40197 members 
Mstep: Class 5 contains 10100 members 
Mstep: Class 6 contains 38306 members 
Mstep: Class 7 contains 31941 members 
Mstep: Class 8 contains 4113 members 
Mstep: Class 9 contains 6936 members 
Mstep: Class 10 contains 8632 members 
Mstep: Class 11 contains 4847 members 
Mstep: Class 12 contains 21795 members 
Mstep: Class 13 contains 14998 members 
Mstep: Class 14 contains 11434 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 51618 members 
Mstep: Class 18 contains 36346 members 
Mstep: Class 19 contains 21942 members 
Mstep: Class 20 contains 7218 members 
Mstep: Class 21 contains 19606 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35689 members 
Mstep: Class 25 contains 13798 members 
Mstep: Class 26 contains 5739 members 
Mstep: Class 27 contains 52226 members 
Mstep: Class 28 contains 11108 members 
Mstep: Class 29 contains 66995 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16023 members 
Mstep: Class 33 contains 1183 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62495 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992712.000000 Penalty: 81814.242188
Iteration 265Q: 42 clusters Score -8.099271e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40195 members 
Mstep: Class 5 contains 10099 members 
Mstep: Class 6 contains 38308 members 
Mstep: Class 7 contains 31942 members 
Mstep: Class 8 contains 4113 members 
Mstep: Class 9 contains 6936 members 
Mstep: Class 10 contains 8632 members 
Mstep: Class 11 contains 4847 members 
Mstep: Class 12 contains 21795 members 
Mstep: Class 13 contains 14998 members 
Mstep: Class 14 contains 11434 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 51623 members 
Mstep: Class 18 contains 36346 members 
Mstep: Class 19 contains 21942 members 
Mstep: Class 20 contains 7218 members 
Mstep: Class 21 contains 19606 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35691 members 
Mstep: Class 25 contains 13797 members 
Mstep: Class 26 contains 5739 members 
Mstep: Class 27 contains 52222 members 
Mstep: Class 28 contains 11108 members 
Mstep: Class 29 contains 66995 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16023 members 
Mstep: Class 33 contains 1183 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62493 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992728.000000 Penalty: 81814.242188
Iteration 266Q: 42 clusters Score -8.099273e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40197 members 
Mstep: Class 5 contains 10099 members 
Mstep: Class 6 contains 38309 members 
Mstep: Class 7 contains 31941 members 
Mstep: Class 8 contains 4113 members 
Mstep: Class 9 contains 6936 members 
Mstep: Class 10 contains 8632 members 
Mstep: Class 11 contains 4847 members 
Mstep: Class 12 contains 21795 members 
Mstep: Class 13 contains 14998 members 
Mstep: Class 14 contains 11434 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 51625 members 
Mstep: Class 18 contains 36346 members 
Mstep: Class 19 contains 21942 members 
Mstep: Class 20 contains 7218 members 
Mstep: Class 21 contains 19606 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35692 members 
Mstep: Class 25 contains 13796 members 
Mstep: Class 26 contains 5739 members 
Mstep: Class 27 contains 52224 members 
Mstep: Class 28 contains 11108 members 
Mstep: Class 29 contains 66993 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16023 members 
Mstep: Class 33 contains 1183 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62489 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992800.000000 Penalty: 81814.242188
Iteration 267Q: 42 clusters Score -8.09928e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40195 members 
Mstep: Class 5 contains 10100 members 
Mstep: Class 6 contains 38311 members 
Mstep: Class 7 contains 31940 members 
Mstep: Class 8 contains 4113 members 
Mstep: Class 9 contains 6936 members 
Mstep: Class 10 contains 8632 members 
Mstep: Class 11 contains 4847 members 
Mstep: Class 12 contains 21795 members 
Mstep: Class 13 contains 14998 members 
Mstep: Class 14 contains 11434 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 51631 members 
Mstep: Class 18 contains 36346 members 
Mstep: Class 19 contains 21942 members 
Mstep: Class 20 contains 7218 members 
Mstep: Class 21 contains 19607 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35694 members 
Mstep: Class 25 contains 13792 members 
Mstep: Class 26 contains 5739 members 
Mstep: Class 27 contains 52230 members 
Mstep: Class 28 contains 11108 members 
Mstep: Class 29 contains 66987 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16023 members 
Mstep: Class 33 contains 1183 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62484 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992672.000000 Penalty: 81814.242188
Iteration 268Q: 42 clusters Score -8.099267e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40195 members 
Mstep: Class 5 contains 10101 members 
Mstep: Class 6 contains 38316 members 
Mstep: Class 7 contains 31939 members 
Mstep: Class 8 contains 4114 members 
Mstep: Class 9 contains 6935 members 
Mstep: Class 10 contains 8632 members 
Mstep: Class 11 contains 4846 members 
Mstep: Class 12 contains 21795 members 
Mstep: Class 13 contains 14997 members 
Mstep: Class 14 contains 11434 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 51621 members 
Mstep: Class 18 contains 36346 members 
Mstep: Class 19 contains 21942 members 
Mstep: Class 20 contains 7218 members 
Mstep: Class 21 contains 19607 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35694 members 
Mstep: Class 25 contains 13791 members 
Mstep: Class 26 contains 5739 members 
Mstep: Class 27 contains 52236 members 
Mstep: Class 28 contains 11108 members 
Mstep: Class 29 contains 66991 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16023 members 
Mstep: Class 33 contains 1183 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62482 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992664.000000 Penalty: 81814.242188
Iteration 269Q: 42 clusters Score -8.099266e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40196 members 
Mstep: Class 5 contains 10102 members 
Mstep: Class 6 contains 38319 members 
Mstep: Class 7 contains 31940 members 
Mstep: Class 8 contains 4114 members 
Mstep: Class 9 contains 6933 members 
Mstep: Class 10 contains 8632 members 
Mstep: Class 11 contains 4846 members 
Mstep: Class 12 contains 21795 members 
Mstep: Class 13 contains 14997 members 
Mstep: Class 14 contains 11434 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 51615 members 
Mstep: Class 18 contains 36346 members 
Mstep: Class 19 contains 21942 members 
Mstep: Class 20 contains 7218 members 
Mstep: Class 21 contains 19607 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35696 members 
Mstep: Class 25 contains 13789 members 
Mstep: Class 26 contains 5739 members 
Mstep: Class 27 contains 52243 members 
Mstep: Class 28 contains 11108 members 
Mstep: Class 29 contains 66993 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16023 members 
Mstep: Class 33 contains 1183 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62475 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992728.000000 Penalty: 81814.242188
Iteration 270Q: 42 clusters Score -8.099273e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40194 members 
Mstep: Class 5 contains 10102 members 
Mstep: Class 6 contains 38320 members 
Mstep: Class 7 contains 31940 members 
Mstep: Class 8 contains 4115 members 
Mstep: Class 9 contains 6932 members 
Mstep: Class 10 contains 8632 members 
Mstep: Class 11 contains 4846 members 
Mstep: Class 12 contains 21795 members 
Mstep: Class 13 contains 14997 members 
Mstep: Class 14 contains 11434 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 51608 members 
Mstep: Class 18 contains 36346 members 
Mstep: Class 19 contains 21942 members 
Mstep: Class 20 contains 7218 members 
Mstep: Class 21 contains 19607 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35696 members 
Mstep: Class 25 contains 13789 members 
Mstep: Class 26 contains 5739 members 
Mstep: Class 27 contains 52252 members 
Mstep: Class 28 contains 11108 members 
Mstep: Class 29 contains 66997 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16023 members 
Mstep: Class 33 contains 1183 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62470 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992744.000000 Penalty: 81814.242188
Iteration 271Q: 42 clusters Score -8.099274e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40195 members 
Mstep: Class 5 contains 10102 members 
Mstep: Class 6 contains 38322 members 
Mstep: Class 7 contains 31939 members 
Mstep: Class 8 contains 4117 members 
Mstep: Class 9 contains 6930 members 
Mstep: Class 10 contains 8632 members 
Mstep: Class 11 contains 4846 members 
Mstep: Class 12 contains 21795 members 
Mstep: Class 13 contains 14997 members 
Mstep: Class 14 contains 11434 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 51603 members 
Mstep: Class 18 contains 36346 members 
Mstep: Class 19 contains 21942 members 
Mstep: Class 20 contains 7218 members 
Mstep: Class 21 contains 19607 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35695 members 
Mstep: Class 25 contains 13789 members 
Mstep: Class 26 contains 5739 members 
Mstep: Class 27 contains 52262 members 
Mstep: Class 28 contains 11108 members 
Mstep: Class 29 contains 66997 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16023 members 
Mstep: Class 33 contains 1183 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62464 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992680.000000 Penalty: 81814.242188
Iteration 272Q: 42 clusters Score -8.099268e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40191 members 
Mstep: Class 5 contains 10102 members 
Mstep: Class 6 contains 38324 members 
Mstep: Class 7 contains 31939 members 
Mstep: Class 8 contains 4117 members 
Mstep: Class 9 contains 6927 members 
Mstep: Class 10 contains 8633 members 
Mstep: Class 11 contains 4846 members 
Mstep: Class 12 contains 21795 members 
Mstep: Class 13 contains 14997 members 
Mstep: Class 14 contains 11434 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3873 members 
Mstep: Class 17 contains 51594 members 
Mstep: Class 18 contains 36346 members 
Mstep: Class 19 contains 21942 members 
Mstep: Class 20 contains 7217 members 
Mstep: Class 21 contains 19607 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35694 members 
Mstep: Class 25 contains 13790 members 
Mstep: Class 26 contains 5739 members 
Mstep: Class 27 contains 52286 members 
Mstep: Class 28 contains 11108 members 
Mstep: Class 29 contains 67000 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16023 members 
Mstep: Class 33 contains 1183 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62450 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992712.000000 Penalty: 81814.242188
Iteration 273Q: 42 clusters Score -8.099271e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1720 members 
Mstep: Class 4 contains 40191 members 
Mstep: Class 5 contains 10102 members 
Mstep: Class 6 contains 38323 members 
Mstep: Class 7 contains 31939 members 
Mstep: Class 8 contains 4118 members 
Mstep: Class 9 contains 6923 members 
Mstep: Class 10 contains 8636 members 
Mstep: Class 11 contains 4846 members 
Mstep: Class 12 contains 21795 members 
Mstep: Class 13 contains 14997 members 
Mstep: Class 14 contains 11434 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3873 members 
Mstep: Class 17 contains 51581 members 
Mstep: Class 18 contains 36347 members 
Mstep: Class 19 contains 21942 members 
Mstep: Class 20 contains 7218 members 
Mstep: Class 21 contains 19607 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35694 members 
Mstep: Class 25 contains 13790 members 
Mstep: Class 26 contains 5739 members 
Mstep: Class 27 contains 52308 members 
Mstep: Class 28 contains 11108 members 
Mstep: Class 29 contains 67001 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16023 members 
Mstep: Class 33 contains 1183 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62438 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992760.000000 Penalty: 81814.242188
Iteration 274Q: 42 clusters Score -8.099276e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40190 members 
Mstep: Class 5 contains 10102 members 
Mstep: Class 6 contains 38324 members 
Mstep: Class 7 contains 31937 members 
Mstep: Class 8 contains 4119 members 
Mstep: Class 9 contains 6921 members 
Mstep: Class 10 contains 8637 members 
Mstep: Class 11 contains 4846 members 
Mstep: Class 12 contains 21795 members 
Mstep: Class 13 contains 14997 members 
Mstep: Class 14 contains 11434 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3873 members 
Mstep: Class 17 contains 51575 members 
Mstep: Class 18 contains 36348 members 
Mstep: Class 19 contains 21942 members 
Mstep: Class 20 contains 7218 members 
Mstep: Class 21 contains 19607 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35694 members 
Mstep: Class 25 contains 13789 members 
Mstep: Class 26 contains 5739 members 
Mstep: Class 27 contains 52322 members 
Mstep: Class 28 contains 11108 members 
Mstep: Class 29 contains 67002 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16023 members 
Mstep: Class 33 contains 1183 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62433 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992760.000000 Penalty: 81814.242188
Iteration 275Q: 42 clusters Score -8.099276e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40191 members 
Mstep: Class 5 contains 10102 members 
Mstep: Class 6 contains 38322 members 
Mstep: Class 7 contains 31933 members 
Mstep: Class 8 contains 4121 members 
Mstep: Class 9 contains 6920 members 
Mstep: Class 10 contains 8638 members 
Mstep: Class 11 contains 4846 members 
Mstep: Class 12 contains 21795 members 
Mstep: Class 13 contains 14997 members 
Mstep: Class 14 contains 11434 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3873 members 
Mstep: Class 17 contains 51566 members 
Mstep: Class 18 contains 36349 members 
Mstep: Class 19 contains 21942 members 
Mstep: Class 20 contains 7218 members 
Mstep: Class 21 contains 19607 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35693 members 
Mstep: Class 25 contains 13787 members 
Mstep: Class 26 contains 5739 members 
Mstep: Class 27 contains 52332 members 
Mstep: Class 28 contains 11108 members 
Mstep: Class 29 contains 67010 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16023 members 
Mstep: Class 33 contains 1183 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62430 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992776.000000 Penalty: 81814.242188
Iteration 276Q: 42 clusters Score -8.099278e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40193 members 
Mstep: Class 5 contains 10102 members 
Mstep: Class 6 contains 38322 members 
Mstep: Class 7 contains 31929 members 
Mstep: Class 8 contains 4122 members 
Mstep: Class 9 contains 6920 members 
Mstep: Class 10 contains 8638 members 
Mstep: Class 11 contains 4846 members 
Mstep: Class 12 contains 21795 members 
Mstep: Class 13 contains 14997 members 
Mstep: Class 14 contains 11434 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3873 members 
Mstep: Class 17 contains 51567 members 
Mstep: Class 18 contains 36350 members 
Mstep: Class 19 contains 21942 members 
Mstep: Class 20 contains 7218 members 
Mstep: Class 21 contains 19607 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35693 members 
Mstep: Class 25 contains 13785 members 
Mstep: Class 26 contains 5739 members 
Mstep: Class 27 contains 52334 members 
Mstep: Class 28 contains 11108 members 
Mstep: Class 29 contains 67016 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16023 members 
Mstep: Class 33 contains 1183 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62422 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992808.000000 Penalty: 81814.242188
Iteration 277Q: 42 clusters Score -8.099281e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40193 members 
Mstep: Class 5 contains 10102 members 
Mstep: Class 6 contains 38322 members 
Mstep: Class 7 contains 31928 members 
Mstep: Class 8 contains 4123 members 
Mstep: Class 9 contains 6919 members 
Mstep: Class 10 contains 8638 members 
Mstep: Class 11 contains 4846 members 
Mstep: Class 12 contains 21795 members 
Mstep: Class 13 contains 14997 members 
Mstep: Class 14 contains 11434 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3873 members 
Mstep: Class 17 contains 51556 members 
Mstep: Class 18 contains 36350 members 
Mstep: Class 19 contains 21942 members 
Mstep: Class 20 contains 7217 members 
Mstep: Class 21 contains 19607 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35693 members 
Mstep: Class 25 contains 13782 members 
Mstep: Class 26 contains 5739 members 
Mstep: Class 27 contains 52331 members 
Mstep: Class 28 contains 11108 members 
Mstep: Class 29 contains 67026 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16023 members 
Mstep: Class 33 contains 1183 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62431 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992736.000000 Penalty: 81814.242188
Iteration 278Q: 42 clusters Score -8.099274e+07 nChanged 73
Entering ConstructFrom: 
Score: -80992736.000000 Penalty: 81814.242188
Entering ConstructFrom: 
Trying to split cluster 1 (18632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Entering Unmasked Estep 
Score: -2345666.750000 Penalty: 1463.096191
	Iteration 0F: 2 clusters Score -2345667 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -2333379.250000 Penalty: 2926.192383
	Iteration 0F: 3 clusters Score -2333379 nChanged 8208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -2337737.250000 Penalty: 2926.192383
	Iteration 1F: 3 clusters Score -2337737 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -2338148.500000 Penalty: 2926.192383
	Iteration 2F: 3 clusters Score -2338148 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -2338425.250000 Penalty: 2926.192383
	Iteration 3Q: 3 clusters Score -2338425 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -2338665.250000 Penalty: 2926.192383
	Iteration 4Q: 3 clusters Score -2338665 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -2338878.250000 Penalty: 2926.192383
	Iteration 5Q: 3 clusters Score -2338878 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -2339112.500000 Penalty: 2926.192383
	Iteration 6Q: 3 clusters Score -2339112 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -2339340.250000 Penalty: 2926.192383
	Iteration 7Q: 3 clusters Score -2339340 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -2339594.500000 Penalty: 2926.192383
	Iteration 8Q: 3 clusters Score -2339594 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -2339896.250000 Penalty: 2926.192383
	Iteration 9Q: 3 clusters Score -2339896 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -2340311.000000 Penalty: 2926.192383
	Iteration 10Q: 3 clusters Score -2340311 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -2340860.750000 Penalty: 2926.192383
	Iteration 11Q: 3 clusters Score -2340861 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -2341548.500000 Penalty: 2926.192383
	Iteration 12Q: 3 clusters Score -2341548 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -2342355.250000 Penalty: 2926.192383
	Iteration 13Q: 3 clusters Score -2342355 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -2343344.750000 Penalty: 2926.192383
	Iteration 14Q: 3 clusters Score -2343345 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -2344167.000000 Penalty: 2926.192383
	Iteration 15Q: 3 clusters Score -2344167 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -2344546.750000 Penalty: 2926.192383
	Iteration 16Q: 3 clusters Score -2344547 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -2344724.750000 Penalty: 2926.192383
	Iteration 17Q: 3 clusters Score -2344725 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -2344826.250000 Penalty: 2926.192383
	Iteration 18Q: 3 clusters Score -2344826 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -2344925.000000 Penalty: 2926.192383
	Iteration 19Q: 3 clusters Score -2344925 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -2344976.500000 Penalty: 2926.192383
	Iteration 20F: 3 clusters Score -2344976 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -2345010.500000 Penalty: 2926.192383
	Iteration 21Q: 3 clusters Score -2345010 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -2345035.250000 Penalty: 2926.192383
	Iteration 22Q: 3 clusters Score -2345035 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -2345053.000000 Penalty: 2926.192383
	Iteration 23Q: 3 clusters Score -2345053 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -2345057.000000 Penalty: 2926.192383
	Iteration 24Q: 3 clusters Score -2345057 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -2345080.750000 Penalty: 2926.192383
	Iteration 25Q: 3 clusters Score -2345081 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -2345096.250000 Penalty: 2926.192383
	Iteration 26Q: 3 clusters Score -2345096 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -2345103.250000 Penalty: 2926.192383
	Iteration 27Q: 3 clusters Score -2345103 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -2345115.750000 Penalty: 2926.192383
	Iteration 28Q: 3 clusters Score -2345116 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -2345128.500000 Penalty: 2926.192383
	Iteration 29Q: 3 clusters Score -2345128 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -2345133.500000 Penalty: 2926.192383
	Iteration 30Q: 3 clusters Score -2345134 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -2345138.250000 Penalty: 2926.192383
	Iteration 31Q: 3 clusters Score -2345138 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -2345150.250000 Penalty: 2926.192383
	Iteration 32Q: 3 clusters Score -2345150 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -2345151.750000 Penalty: 2926.192383
	Iteration 33Q: 3 clusters Score -2345152 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -2345151.250000 Penalty: 2926.192383
	Iteration 34Q: 3 clusters Score -2345151 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -2345167.500000 Penalty: 2926.192383
	Iteration 35Q: 3 clusters Score -2345168 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -2345180.500000 Penalty: 2926.192383
	Iteration 36Q: 3 clusters Score -2345180 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -2345196.250000 Penalty: 2926.192383
	Iteration 37Q: 3 clusters Score -2345196 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -2345204.000000 Penalty: 2926.192383
	Iteration 38Q: 3 clusters Score -2345204 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -2345213.000000 Penalty: 2926.192383
	Iteration 39Q: 3 clusters Score -2345213 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -2345216.000000 Penalty: 2926.192383
	Iteration 40F: 3 clusters Score -2345216 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -2345236.000000 Penalty: 2926.192383
	Iteration 41Q: 3 clusters Score -2345236 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -2345244.250000 Penalty: 2926.192383
	Iteration 42Q: 3 clusters Score -2345244 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -2345263.250000 Penalty: 2926.192383
	Iteration 43Q: 3 clusters Score -2345263 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -2345274.250000 Penalty: 2926.192383
	Iteration 44Q: 3 clusters Score -2345274 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -2345291.500000 Penalty: 2926.192383
	Iteration 45Q: 3 clusters Score -2345292 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -2345316.750000 Penalty: 2926.192383
	Iteration 46Q: 3 clusters Score -2345317 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -2345328.500000 Penalty: 2926.192383
	Iteration 47Q: 3 clusters Score -2345328 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -2345344.000000 Penalty: 2926.192383
	Iteration 48Q: 3 clusters Score -2345344 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -2345372.250000 Penalty: 2926.192383
	Iteration 49Q: 3 clusters Score -2345372 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -2345389.750000 Penalty: 2926.192383
	Iteration 50Q: 3 clusters Score -2345390 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -2345408.750000 Penalty: 2926.192383
	Iteration 51Q: 3 clusters Score -2345409 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -2345437.250000 Penalty: 2926.192383
	Iteration 52Q: 3 clusters Score -2345437 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -2345469.250000 Penalty: 2926.192383
	Iteration 53Q: 3 clusters Score -2345469 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -2345514.500000 Penalty: 2926.192383
	Iteration 54Q: 3 clusters Score -2345514 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -2345550.250000 Penalty: 2926.192383
	Iteration 55Q: 3 clusters Score -2345550 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -2345595.500000 Penalty: 2926.192383
	Iteration 56Q: 3 clusters Score -2345596 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -2345645.750000 Penalty: 2926.192383
	Iteration 57Q: 3 clusters Score -2345646 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -2345725.250000 Penalty: 2926.192383
	Iteration 58Q: 3 clusters Score -2345725 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -2345811.750000 Penalty: 2926.192383
	Iteration 59Q: 3 clusters Score -2345812 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -2345926.250000 Penalty: 2926.192383
	Iteration 60F: 3 clusters Score -2345926 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -2346056.500000 Penalty: 2926.192383
	Iteration 61Q: 3 clusters Score -2346056 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -2346202.500000 Penalty: 2926.192383
	Iteration 62Q: 3 clusters Score -2346202 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -2346361.000000 Penalty: 2926.192383
	Iteration 63Q: 3 clusters Score -2346361 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -2346533.500000 Penalty: 2926.192383
	Iteration 64Q: 3 clusters Score -2346534 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -2346699.500000 Penalty: 2926.192383
	Iteration 65Q: 3 clusters Score -2346700 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -2346843.500000 Penalty: 2926.192383
	Iteration 66Q: 3 clusters Score -2346844 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -2346956.750000 Penalty: 2926.192383
	Iteration 67Q: 3 clusters Score -2346957 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -2347037.000000 Penalty: 2926.192383
	Iteration 68Q: 3 clusters Score -2347037 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -2347078.500000 Penalty: 2926.192383
	Iteration 69Q: 3 clusters Score -2347078 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -2347122.750000 Penalty: 2926.192383
	Iteration 70Q: 3 clusters Score -2347123 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -2347139.250000 Penalty: 2926.192383
	Iteration 71Q: 3 clusters Score -2347139 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -2347162.000000 Penalty: 2926.192383
	Iteration 72Q: 3 clusters Score -2347162 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -2347160.250000 Penalty: 2926.192383
	Iteration 73Q: 3 clusters Score -2347160 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -2347166.750000 Penalty: 2926.192383
	Iteration 74Q: 3 clusters Score -2347167 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -2347170.000000 Penalty: 2926.192383
	Iteration 75Q: 3 clusters Score -2347170 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -2347178.250000 Penalty: 2926.192383
	Iteration 76Q: 3 clusters Score -2347178 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -2347175.250000 Penalty: 2926.192383
	Iteration 77Q: 3 clusters Score -2347175 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -2347177.000000 Penalty: 2926.192383
	Iteration 78Q: 3 clusters Score -2347177 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -2347179.000000 Penalty: 2926.192383
	Iteration 79Q: 3 clusters Score -2347179 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -2347178.750000 Penalty: 2926.192383
	Iteration 80F: 3 clusters Score -2347179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -2347179.000000 Penalty: 2926.192383
	Iteration 81Q: 3 clusters Score -2347179 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -2347182.000000 Penalty: 2926.192383
	Iteration 82Q: 3 clusters Score -2347182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -2347181.750000 Penalty: 2926.192383
	Iteration 83Q: 3 clusters Score -2347182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -2347184.250000 Penalty: 2926.192383
	Iteration 84Q: 3 clusters Score -2347184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -2347181.500000 Penalty: 2926.192383
	Iteration 85Q: 3 clusters Score -2347182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -2347183.750000 Penalty: 2926.192383
	Iteration 86Q: 3 clusters Score -2347184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -2347183.750000 Penalty: 2926.192383
	Iteration 87F: 3 clusters Score -2347184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40187 members 
Mstep: Class 5 contains 10102 members 
Mstep: Class 6 contains 38321 members 
Mstep: Class 7 contains 31928 members 
Mstep: Class 8 contains 4123 members 
Mstep: Class 9 contains 6919 members 
Mstep: Class 10 contains 8638 members 
Mstep: Class 11 contains 4846 members 
Mstep: Class 12 contains 21795 members 
Mstep: Class 13 contains 14997 members 
Mstep: Class 14 contains 11434 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3873 members 
Mstep: Class 17 contains 51546 members 
Mstep: Class 18 contains 36350 members 
Mstep: Class 19 contains 21942 members 
Mstep: Class 20 contains 7215 members 
Mstep: Class 21 contains 19608 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35693 members 
Mstep: Class 25 contains 13782 members 
Mstep: Class 26 contains 5739 members 
Mstep: Class 27 contains 52330 members 
Mstep: Class 28 contains 11108 members 
Mstep: Class 29 contains 67038 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16023 members 
Mstep: Class 33 contains 1183 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62438 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20404 members 
Mstep: Class 42 contains 9067 members 
Entering Unmasked Estep 
Score: -80993776.000000 Penalty: 83809.710938
Splitting cluster 1 changes total score from -80992736.000000 to -80993776.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 2 (11913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Entering Unmasked Estep 
Score: -1498074.125000 Penalty: 1396.545410
	Iteration 0F: 2 clusters Score -1498074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1490115.250000 Penalty: 2793.090820
	Iteration 0F: 3 clusters Score -1490115 nChanged 5052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1492814.875000 Penalty: 2793.090820
	Iteration 1F: 3 clusters Score -1492815 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1493072.875000 Penalty: 2793.090820
	Iteration 2F: 3 clusters Score -1493073 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1493247.375000 Penalty: 2793.090820
	Iteration 3Q: 3 clusters Score -1493247 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1493365.000000 Penalty: 2793.090820
	Iteration 4Q: 3 clusters Score -1493365 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1493453.000000 Penalty: 2793.090820
	Iteration 5Q: 3 clusters Score -1493453 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1493512.875000 Penalty: 2793.090820
	Iteration 6Q: 3 clusters Score -1493513 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1493572.000000 Penalty: 2793.090820
	Iteration 7Q: 3 clusters Score -1493572 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1493623.125000 Penalty: 2793.090820
	Iteration 8Q: 3 clusters Score -1493623 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1493655.500000 Penalty: 2793.090820
	Iteration 9Q: 3 clusters Score -1493656 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1493684.000000 Penalty: 2793.090820
	Iteration 10Q: 3 clusters Score -1493684 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1493704.625000 Penalty: 2793.090820
	Iteration 11Q: 3 clusters Score -1493705 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1493725.750000 Penalty: 2793.090820
	Iteration 12Q: 3 clusters Score -1493726 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1493748.625000 Penalty: 2793.090820
	Iteration 13Q: 3 clusters Score -1493749 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1493774.875000 Penalty: 2793.090820
	Iteration 14Q: 3 clusters Score -1493775 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1493793.750000 Penalty: 2793.090820
	Iteration 15Q: 3 clusters Score -1493794 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1493828.250000 Penalty: 2793.090820
	Iteration 16Q: 3 clusters Score -1493828 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1493858.375000 Penalty: 2793.090820
	Iteration 17Q: 3 clusters Score -1493858 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1493906.250000 Penalty: 2793.090820
	Iteration 18Q: 3 clusters Score -1493906 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1493967.125000 Penalty: 2793.090820
	Iteration 19Q: 3 clusters Score -1493967 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1494029.625000 Penalty: 2793.090820
	Iteration 20F: 3 clusters Score -1494030 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1494101.875000 Penalty: 2793.090820
	Iteration 21Q: 3 clusters Score -1494102 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1494209.500000 Penalty: 2793.090820
	Iteration 22Q: 3 clusters Score -1494210 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1494357.750000 Penalty: 2793.090820
	Iteration 23Q: 3 clusters Score -1494358 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1494558.000000 Penalty: 2793.090820
	Iteration 24Q: 3 clusters Score -1494558 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1494816.250000 Penalty: 2793.090820
	Iteration 25Q: 3 clusters Score -1494816 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1495132.375000 Penalty: 2793.090820
	Iteration 26Q: 3 clusters Score -1495132 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1495495.250000 Penalty: 2793.090820
	Iteration 27Q: 3 clusters Score -1495495 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1495868.500000 Penalty: 2793.090820
	Iteration 28Q: 3 clusters Score -1495868 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1496216.000000 Penalty: 2793.090820
	Iteration 29Q: 3 clusters Score -1496216 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1496452.500000 Penalty: 2793.090820
	Iteration 30Q: 3 clusters Score -1496452 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1496606.000000 Penalty: 2793.090820
	Iteration 31Q: 3 clusters Score -1496606 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1496714.500000 Penalty: 2793.090820
	Iteration 32Q: 3 clusters Score -1496714 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1496790.000000 Penalty: 2793.090820
	Iteration 33Q: 3 clusters Score -1496790 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1496836.875000 Penalty: 2793.090820
	Iteration 34Q: 3 clusters Score -1496837 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1496874.625000 Penalty: 2793.090820
	Iteration 35Q: 3 clusters Score -1496875 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1496928.125000 Penalty: 2793.090820
	Iteration 36Q: 3 clusters Score -1496928 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1496957.125000 Penalty: 2793.090820
	Iteration 37Q: 3 clusters Score -1496957 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1496978.750000 Penalty: 2793.090820
	Iteration 38Q: 3 clusters Score -1496979 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1496990.375000 Penalty: 2793.090820
	Iteration 39Q: 3 clusters Score -1496990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1497000.125000 Penalty: 2793.090820
	Iteration 40F: 3 clusters Score -1497000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1497002.500000 Penalty: 2793.090820
	Iteration 41Q: 3 clusters Score -1497002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1497004.125000 Penalty: 2793.090820
	Iteration 42Q: 3 clusters Score -1497004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1497004.125000 Penalty: 2793.090820
	Iteration 43F: 3 clusters Score -1497004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Entering Unmasked Estep 
Score: -211301.296875 Penalty: 1108.485352
	Iteration 0F: 2 clusters Score -211301.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -209571.796875 Penalty: 2216.970703
	Iteration 0F: 3 clusters Score -209571.8 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -209973.140625 Penalty: 2216.970703
	Iteration 1F: 3 clusters Score -209973.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -210099.843750 Penalty: 2216.970703
	Iteration 2F: 3 clusters Score -210099.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -210162.921875 Penalty: 2216.970703
	Iteration 3Q: 3 clusters Score -210162.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -210193.609375 Penalty: 2216.970703
	Iteration 4Q: 3 clusters Score -210193.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -210210.687500 Penalty: 2216.970703
	Iteration 5Q: 3 clusters Score -210210.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -210226.015625 Penalty: 2216.970703
	Iteration 6Q: 3 clusters Score -210226 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -210238.171875 Penalty: 2216.970703
	Iteration 7Q: 3 clusters Score -210238.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -210246.328125 Penalty: 2216.970703
	Iteration 8Q: 3 clusters Score -210246.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -210252.453125 Penalty: 2216.970703
	Iteration 9Q: 3 clusters Score -210252.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -210256.906250 Penalty: 2216.970703
	Iteration 10Q: 3 clusters Score -210256.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -210257.281250 Penalty: 2216.970703
	Iteration 11Q: 3 clusters Score -210257.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -210258.234375 Penalty: 2216.970703
	Iteration 12Q: 3 clusters Score -210258.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -210258.609375 Penalty: 2216.970703
	Iteration 13Q: 3 clusters Score -210258.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -210259.437500 Penalty: 2216.970703
	Iteration 14Q: 3 clusters Score -210259.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -210262.265625 Penalty: 2216.970703
	Iteration 15Q: 3 clusters Score -210262.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -210263.531250 Penalty: 2216.970703
	Iteration 16Q: 3 clusters Score -210263.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -210265.171875 Penalty: 2216.970703
	Iteration 17Q: 3 clusters Score -210265.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -210266.468750 Penalty: 2216.970703
	Iteration 18Q: 3 clusters Score -210266.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -210267.484375 Penalty: 2216.970703
	Iteration 19Q: 3 clusters Score -210267.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -210269.843750 Penalty: 2216.970703
	Iteration 20F: 3 clusters Score -210269.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -210272.656250 Penalty: 2216.970703
	Iteration 21Q: 3 clusters Score -210272.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -210273.609375 Penalty: 2216.970703
	Iteration 22Q: 3 clusters Score -210273.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -210273.609375 Penalty: 2216.970703
	Iteration 23F: 3 clusters Score -210273.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (40187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40187 members 
Entering Unmasked Estep 
Score: -4894898.500000 Penalty: 1577.473389
	Iteration 0F: 2 clusters Score -4894898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -4868813.500000 Penalty: 3154.946777
	Iteration 0F: 3 clusters Score -4868814 nChanged 18326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20919 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -4879139.500000 Penalty: 3154.946777
	Iteration 1F: 3 clusters Score -4879140 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -4879809.500000 Penalty: 3154.946777
	Iteration 2Q: 3 clusters Score -4879810 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21797 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -4880525.500000 Penalty: 3154.946777
	Iteration 3Q: 3 clusters Score -4880526 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22398 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -4881339.500000 Penalty: 3154.946777
	Iteration 4Q: 3 clusters Score -4881340 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -4882106.500000 Penalty: 3154.946777
	Iteration 5Q: 3 clusters Score -4882106 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23966 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -4882960.000000 Penalty: 3154.946777
	Iteration 6Q: 3 clusters Score -4882960 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24991 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -4883879.500000 Penalty: 3154.946777
	Iteration 7Q: 3 clusters Score -4883880 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26208 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -4884906.500000 Penalty: 3154.946777
	Iteration 8Q: 3 clusters Score -4884906 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27456 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -4885942.500000 Penalty: 3154.946777
	Iteration 9Q: 3 clusters Score -4885942 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28770 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -4886980.000000 Penalty: 3154.946777
	Iteration 10Q: 3 clusters Score -4886980 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30145 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -4887929.000000 Penalty: 3154.946777
	Iteration 11Q: 3 clusters Score -4887929 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31407 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -4888789.000000 Penalty: 3154.946777
	Iteration 12Q: 3 clusters Score -4888789 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32633 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -4889489.000000 Penalty: 3154.946777
	Iteration 13Q: 3 clusters Score -4889489 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33810 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -4890192.500000 Penalty: 3154.946777
	Iteration 14Q: 3 clusters Score -4890192 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34903 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -4890894.500000 Penalty: 3154.946777
	Iteration 15Q: 3 clusters Score -4890894 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35848 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -4891447.000000 Penalty: 3154.946777
	Iteration 16Q: 3 clusters Score -4891447 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36684 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -4891974.000000 Penalty: 3154.946777
	Iteration 17Q: 3 clusters Score -4891974 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37351 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -4892377.500000 Penalty: 3154.946777
	Iteration 18Q: 3 clusters Score -4892378 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37892 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -4892724.500000 Penalty: 3154.946777
	Iteration 19Q: 3 clusters Score -4892724 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38308 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -4892965.000000 Penalty: 3154.946777
	Iteration 20F: 3 clusters Score -4892965 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38614 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -4893162.000000 Penalty: 3154.946777
	Iteration 21Q: 3 clusters Score -4893162 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38858 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -4893326.500000 Penalty: 3154.946777
	Iteration 22Q: 3 clusters Score -4893326 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39039 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -4893456.000000 Penalty: 3154.946777
	Iteration 23Q: 3 clusters Score -4893456 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39179 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -4893544.500000 Penalty: 3154.946777
	Iteration 24Q: 3 clusters Score -4893544 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39272 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -4893596.000000 Penalty: 3154.946777
	Iteration 25Q: 3 clusters Score -4893596 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39327 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -4893627.500000 Penalty: 3154.946777
	Iteration 26Q: 3 clusters Score -4893628 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39367 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -4893660.000000 Penalty: 3154.946777
	Iteration 27Q: 3 clusters Score -4893660 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39396 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -4893677.000000 Penalty: 3154.946777
	Iteration 28Q: 3 clusters Score -4893677 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39422 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -4893696.500000 Penalty: 3154.946777
	Iteration 29Q: 3 clusters Score -4893696 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39447 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -4893721.000000 Penalty: 3154.946777
	Iteration 30Q: 3 clusters Score -4893721 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39470 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -4893737.000000 Penalty: 3154.946777
	Iteration 31Q: 3 clusters Score -4893737 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39486 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -4893756.500000 Penalty: 3154.946777
	Iteration 32Q: 3 clusters Score -4893756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39495 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -4893761.500000 Penalty: 3154.946777
	Iteration 33Q: 3 clusters Score -4893762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39504 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -4893773.000000 Penalty: 3154.946777
	Iteration 34Q: 3 clusters Score -4893773 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39513 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -4893773.500000 Penalty: 3154.946777
	Iteration 35Q: 3 clusters Score -4893774 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39524 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -4893783.500000 Penalty: 3154.946777
	Iteration 36Q: 3 clusters Score -4893784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39530 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -4893782.000000 Penalty: 3154.946777
	Iteration 37Q: 3 clusters Score -4893782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39534 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -4893787.000000 Penalty: 3154.946777
	Iteration 38Q: 3 clusters Score -4893787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39538 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -4893785.500000 Penalty: 3154.946777
	Iteration 39Q: 3 clusters Score -4893786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39543 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -4893787.500000 Penalty: 3154.946777
	Iteration 40F: 3 clusters Score -4893788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39549 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -4893786.000000 Penalty: 3154.946777
	Iteration 41Q: 3 clusters Score -4893786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39549 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -4893786.000000 Penalty: 3154.946777
	Iteration 42F: 3 clusters Score -4893786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Entering Unmasked Estep 
Score: -1215112.625000 Penalty: 1372.008667
	Iteration 0F: 2 clusters Score -1215113 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1208381.375000 Penalty: 2744.017334
	Iteration 0F: 3 clusters Score -1208381 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1210699.125000 Penalty: 2744.017334
	Iteration 1F: 3 clusters Score -1210699 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1211030.375000 Penalty: 2744.017334
	Iteration 2F: 3 clusters Score -1211030 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1211264.125000 Penalty: 2744.017334
	Iteration 3Q: 3 clusters Score -1211264 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1211472.375000 Penalty: 2744.017334
	Iteration 4Q: 3 clusters Score -1211472 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1211665.875000 Penalty: 2744.017334
	Iteration 5Q: 3 clusters Score -1211666 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1211854.250000 Penalty: 2744.017334
	Iteration 6Q: 3 clusters Score -1211854 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1212028.750000 Penalty: 2744.017334
	Iteration 7Q: 3 clusters Score -1212029 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1212205.250000 Penalty: 2744.017334
	Iteration 8Q: 3 clusters Score -1212205 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1212404.500000 Penalty: 2744.017334
	Iteration 9Q: 3 clusters Score -1212404 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1212646.750000 Penalty: 2744.017334
	Iteration 10Q: 3 clusters Score -1212647 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1212926.000000 Penalty: 2744.017334
	Iteration 11Q: 3 clusters Score -1212926 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1213219.375000 Penalty: 2744.017334
	Iteration 12Q: 3 clusters Score -1213219 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1213512.875000 Penalty: 2744.017334
	Iteration 13Q: 3 clusters Score -1213513 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1213728.000000 Penalty: 2744.017334
	Iteration 14Q: 3 clusters Score -1213728 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1213874.125000 Penalty: 2744.017334
	Iteration 15Q: 3 clusters Score -1213874 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1213984.875000 Penalty: 2744.017334
	Iteration 16Q: 3 clusters Score -1213985 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1214049.125000 Penalty: 2744.017334
	Iteration 17Q: 3 clusters Score -1214049 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1214084.625000 Penalty: 2744.017334
	Iteration 18Q: 3 clusters Score -1214085 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1214110.625000 Penalty: 2744.017334
	Iteration 19Q: 3 clusters Score -1214111 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1214128.000000 Penalty: 2744.017334
	Iteration 20F: 3 clusters Score -1214128 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1214142.250000 Penalty: 2744.017334
	Iteration 21Q: 3 clusters Score -1214142 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1214158.500000 Penalty: 2744.017334
	Iteration 22Q: 3 clusters Score -1214158 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1214171.500000 Penalty: 2744.017334
	Iteration 23Q: 3 clusters Score -1214172 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1214189.750000 Penalty: 2744.017334
	Iteration 24Q: 3 clusters Score -1214190 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1214192.625000 Penalty: 2744.017334
	Iteration 25Q: 3 clusters Score -1214193 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1214200.250000 Penalty: 2744.017334
	Iteration 26Q: 3 clusters Score -1214200 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1214208.125000 Penalty: 2744.017334
	Iteration 27Q: 3 clusters Score -1214208 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1214221.625000 Penalty: 2744.017334
	Iteration 28Q: 3 clusters Score -1214222 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1214232.125000 Penalty: 2744.017334
	Iteration 29Q: 3 clusters Score -1214232 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1214239.750000 Penalty: 2744.017334
	Iteration 30Q: 3 clusters Score -1214240 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1214246.750000 Penalty: 2744.017334
	Iteration 31Q: 3 clusters Score -1214247 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1214252.500000 Penalty: 2744.017334
	Iteration 32Q: 3 clusters Score -1214252 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1214255.750000 Penalty: 2744.017334
	Iteration 33Q: 3 clusters Score -1214256 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1214264.250000 Penalty: 2744.017334
	Iteration 34Q: 3 clusters Score -1214264 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1214266.375000 Penalty: 2744.017334
	Iteration 35Q: 3 clusters Score -1214266 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1214274.375000 Penalty: 2744.017334
	Iteration 36Q: 3 clusters Score -1214274 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1214280.375000 Penalty: 2744.017334
	Iteration 37Q: 3 clusters Score -1214280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1214283.500000 Penalty: 2744.017334
	Iteration 38Q: 3 clusters Score -1214284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1214283.875000 Penalty: 2744.017334
	Iteration 39Q: 3 clusters Score -1214284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1214285.250000 Penalty: 2744.017334
	Iteration 40F: 3 clusters Score -1214285 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1214285.500000 Penalty: 2744.017334
	Iteration 41Q: 3 clusters Score -1214286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1214284.375000 Penalty: 2744.017334
	Iteration 42Q: 3 clusters Score -1214284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1214287.625000 Penalty: 2744.017334
	Iteration 43Q: 3 clusters Score -1214288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1214290.625000 Penalty: 2744.017334
	Iteration 44Q: 3 clusters Score -1214291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1214290.625000 Penalty: 2744.017334
	Iteration 45F: 3 clusters Score -1214291 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (38321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38321 members 
Entering Unmasked Estep 
Score: -4719746.500000 Penalty: 1570.398438
	Iteration 0F: 2 clusters Score -4719746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -4694918.000000 Penalty: 3140.796875
	Iteration 0F: 3 clusters Score -4694918 nChanged 17485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -4704237.500000 Penalty: 3140.796875
	Iteration 1F: 3 clusters Score -4704238 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 19464 members 
Entering Unmasked Estep 
Score: -4704686.000000 Penalty: 3140.796875
	Iteration 2Q: 3 clusters Score -4704686 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -4705142.500000 Penalty: 3140.796875
	Iteration 3Q: 3 clusters Score -4705142 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
Score: -4705614.500000 Penalty: 3140.796875
	Iteration 4Q: 3 clusters Score -4705614 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 20074 members 
Entering Unmasked Estep 
Score: -4706223.500000 Penalty: 3140.796875
	Iteration 5Q: 3 clusters Score -4706224 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -4706923.500000 Penalty: 3140.796875
	Iteration 6Q: 3 clusters Score -4706924 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 20833 members 
Entering Unmasked Estep 
Score: -4707704.500000 Penalty: 3140.796875
	Iteration 7Q: 3 clusters Score -4707704 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 21293 members 
Entering Unmasked Estep 
Score: -4708583.500000 Penalty: 3140.796875
	Iteration 8Q: 3 clusters Score -4708584 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -4709560.000000 Penalty: 3140.796875
	Iteration 9Q: 3 clusters Score -4709560 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 22307 members 
Entering Unmasked Estep 
Score: -4710565.000000 Penalty: 3140.796875
	Iteration 10Q: 3 clusters Score -4710565 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -4711382.000000 Penalty: 3140.796875
	Iteration 11Q: 3 clusters Score -4711382 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -4712058.500000 Penalty: 3140.796875
	Iteration 12Q: 3 clusters Score -4712058 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 23433 members 
Entering Unmasked Estep 
Score: -4712543.000000 Penalty: 3140.796875
	Iteration 13Q: 3 clusters Score -4712543 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 23704 members 
Entering Unmasked Estep 
Score: -4712947.000000 Penalty: 3140.796875
	Iteration 14Q: 3 clusters Score -4712947 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -4713241.500000 Penalty: 3140.796875
	Iteration 15Q: 3 clusters Score -4713242 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 24202 members 
Entering Unmasked Estep 
Score: -4713428.000000 Penalty: 3140.796875
	Iteration 16Q: 3 clusters Score -4713428 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 24477 members 
Entering Unmasked Estep 
Score: -4713548.000000 Penalty: 3140.796875
	Iteration 17Q: 3 clusters Score -4713548 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 24721 members 
Entering Unmasked Estep 
Score: -4713635.000000 Penalty: 3140.796875
	Iteration 18Q: 3 clusters Score -4713635 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 24963 members 
Entering Unmasked Estep 
Score: -4713736.500000 Penalty: 3140.796875
	Iteration 19Q: 3 clusters Score -4713736 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 25222 members 
Entering Unmasked Estep 
Score: -4713819.500000 Penalty: 3140.796875
	Iteration 20F: 3 clusters Score -4713820 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 25511 members 
Entering Unmasked Estep 
Score: -4713906.500000 Penalty: 3140.796875
	Iteration 21Q: 3 clusters Score -4713906 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 25831 members 
Entering Unmasked Estep 
Score: -4713991.500000 Penalty: 3140.796875
	Iteration 22Q: 3 clusters Score -4713992 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 26187 members 
Entering Unmasked Estep 
Score: -4714108.500000 Penalty: 3140.796875
	Iteration 23Q: 3 clusters Score -4714108 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 26558 members 
Entering Unmasked Estep 
Score: -4714227.000000 Penalty: 3140.796875
	Iteration 24Q: 3 clusters Score -4714227 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 26920 members 
Entering Unmasked Estep 
Score: -4714354.500000 Penalty: 3140.796875
	Iteration 25Q: 3 clusters Score -4714354 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 27323 members 
Entering Unmasked Estep 
Score: -4714513.500000 Penalty: 3140.796875
	Iteration 26Q: 3 clusters Score -4714514 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 27772 members 
Entering Unmasked Estep 
Score: -4714683.000000 Penalty: 3140.796875
	Iteration 27Q: 3 clusters Score -4714683 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 28239 members 
Entering Unmasked Estep 
Score: -4714919.000000 Penalty: 3140.796875
	Iteration 28Q: 3 clusters Score -4714919 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 28733 members 
Entering Unmasked Estep 
Score: -4715112.500000 Penalty: 3140.796875
	Iteration 29Q: 3 clusters Score -4715112 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 29259 members 
Entering Unmasked Estep 
Score: -4715325.000000 Penalty: 3140.796875
	Iteration 30Q: 3 clusters Score -4715325 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 29763 members 
Entering Unmasked Estep 
Score: -4715509.000000 Penalty: 3140.796875
	Iteration 31Q: 3 clusters Score -4715509 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 30256 members 
Entering Unmasked Estep 
Score: -4715698.000000 Penalty: 3140.796875
	Iteration 32Q: 3 clusters Score -4715698 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 30750 members 
Entering Unmasked Estep 
Score: -4715888.000000 Penalty: 3140.796875
	Iteration 33Q: 3 clusters Score -4715888 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 31248 members 
Entering Unmasked Estep 
Score: -4716081.500000 Penalty: 3140.796875
	Iteration 34Q: 3 clusters Score -4716082 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 31731 members 
Entering Unmasked Estep 
Score: -4716291.000000 Penalty: 3140.796875
	Iteration 35Q: 3 clusters Score -4716291 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 32229 members 
Entering Unmasked Estep 
Score: -4716488.000000 Penalty: 3140.796875
	Iteration 36Q: 3 clusters Score -4716488 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 32671 members 
Entering Unmasked Estep 
Score: -4716685.000000 Penalty: 3140.796875
	Iteration 37Q: 3 clusters Score -4716685 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 33109 members 
Entering Unmasked Estep 
Score: -4716879.500000 Penalty: 3140.796875
	Iteration 38Q: 3 clusters Score -4716880 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 33551 members 
Entering Unmasked Estep 
Score: -4717093.500000 Penalty: 3140.796875
	Iteration 39Q: 3 clusters Score -4717094 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 33955 members 
Entering Unmasked Estep 
Score: -4717269.500000 Penalty: 3140.796875
	Iteration 40F: 3 clusters Score -4717270 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 34309 members 
Entering Unmasked Estep 
Score: -4717423.500000 Penalty: 3140.796875
	Iteration 41Q: 3 clusters Score -4717424 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 34637 members 
Entering Unmasked Estep 
Score: -4717574.000000 Penalty: 3140.796875
	Iteration 42Q: 3 clusters Score -4717574 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 34928 members 
Entering Unmasked Estep 
Score: -4717683.500000 Penalty: 3140.796875
	Iteration 43Q: 3 clusters Score -4717684 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 35224 members 
Entering Unmasked Estep 
Score: -4717816.500000 Penalty: 3140.796875
	Iteration 44Q: 3 clusters Score -4717816 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 35477 members 
Entering Unmasked Estep 
Score: -4717933.500000 Penalty: 3140.796875
	Iteration 45Q: 3 clusters Score -4717934 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 35718 members 
Entering Unmasked Estep 
Score: -4718039.500000 Penalty: 3140.796875
	Iteration 46Q: 3 clusters Score -4718040 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 35926 members 
Entering Unmasked Estep 
Score: -4718127.000000 Penalty: 3140.796875
	Iteration 47Q: 3 clusters Score -4718127 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 36096 members 
Entering Unmasked Estep 
Score: -4718213.000000 Penalty: 3140.796875
	Iteration 48Q: 3 clusters Score -4718213 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 36255 members 
Entering Unmasked Estep 
Score: -4718282.500000 Penalty: 3140.796875
	Iteration 49Q: 3 clusters Score -4718282 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 36397 members 
Entering Unmasked Estep 
Score: -4718331.000000 Penalty: 3140.796875
	Iteration 50Q: 3 clusters Score -4718331 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 36522 members 
Entering Unmasked Estep 
Score: -4718370.500000 Penalty: 3140.796875
	Iteration 51Q: 3 clusters Score -4718370 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 36624 members 
Entering Unmasked Estep 
Score: -4718409.500000 Penalty: 3140.796875
	Iteration 52Q: 3 clusters Score -4718410 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 36714 members 
Entering Unmasked Estep 
Score: -4718450.500000 Penalty: 3140.796875
	Iteration 53Q: 3 clusters Score -4718450 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 36779 members 
Entering Unmasked Estep 
Score: -4718476.500000 Penalty: 3140.796875
	Iteration 54Q: 3 clusters Score -4718476 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 36836 members 
Entering Unmasked Estep 
Score: -4718515.500000 Penalty: 3140.796875
	Iteration 55Q: 3 clusters Score -4718516 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 36891 members 
Entering Unmasked Estep 
Score: -4718540.500000 Penalty: 3140.796875
	Iteration 56Q: 3 clusters Score -4718540 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 36938 members 
Entering Unmasked Estep 
Score: -4718553.000000 Penalty: 3140.796875
	Iteration 57Q: 3 clusters Score -4718553 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 36983 members 
Entering Unmasked Estep 
Score: -4718572.500000 Penalty: 3140.796875
	Iteration 58Q: 3 clusters Score -4718572 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 37015 members 
Entering Unmasked Estep 
Score: -4718578.000000 Penalty: 3140.796875
	Iteration 59Q: 3 clusters Score -4718578 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 37031 members 
Entering Unmasked Estep 
Score: -4718592.000000 Penalty: 3140.796875
	Iteration 60F: 3 clusters Score -4718592 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 37051 members 
Entering Unmasked Estep 
Score: -4718597.000000 Penalty: 3140.796875
	Iteration 61Q: 3 clusters Score -4718597 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 37075 members 
Entering Unmasked Estep 
Score: -4718602.500000 Penalty: 3140.796875
	Iteration 62Q: 3 clusters Score -4718602 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 37093 members 
Entering Unmasked Estep 
Score: -4718610.500000 Penalty: 3140.796875
	Iteration 63Q: 3 clusters Score -4718610 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 37109 members 
Entering Unmasked Estep 
Score: -4718619.000000 Penalty: 3140.796875
	Iteration 64Q: 3 clusters Score -4718619 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 37122 members 
Entering Unmasked Estep 
Score: -4718628.500000 Penalty: 3140.796875
	Iteration 65Q: 3 clusters Score -4718628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 37128 members 
Entering Unmasked Estep 
Score: -4718628.500000 Penalty: 3140.796875
	Iteration 66Q: 3 clusters Score -4718628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 37134 members 
Entering Unmasked Estep 
Score: -4718623.500000 Penalty: 3140.796875
	Iteration 67Q: 3 clusters Score -4718624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 37137 members 
Entering Unmasked Estep 
Score: -4718626.500000 Penalty: 3140.796875
	Iteration 68Q: 3 clusters Score -4718626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 37145 members 
Entering Unmasked Estep 
Score: -4718630.000000 Penalty: 3140.796875
	Iteration 69Q: 3 clusters Score -4718630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 37147 members 
Entering Unmasked Estep 
Score: -4718636.500000 Penalty: 3140.796875
	Iteration 70Q: 3 clusters Score -4718636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 37151 members 
Entering Unmasked Estep 
Score: -4718637.500000 Penalty: 3140.796875
	Iteration 71Q: 3 clusters Score -4718638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 37153 members 
Entering Unmasked Estep 
Score: -4718643.500000 Penalty: 3140.796875
	Iteration 72Q: 3 clusters Score -4718644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 37154 members 
Entering Unmasked Estep 
Score: -4718643.000000 Penalty: 3140.796875
	Iteration 73Q: 3 clusters Score -4718643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 37154 members 
Entering Unmasked Estep 
Score: -4718643.000000 Penalty: 3140.796875
	Iteration 74F: 3 clusters Score -4718643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (31928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31928 members 
Entering Unmasked Estep 
Score: -3731740.500000 Penalty: 1543.240356
	Iteration 0F: 2 clusters Score -3731740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -3710920.000000 Penalty: 3086.480713
	Iteration 0F: 3 clusters Score -3710920 nChanged 14405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -3718737.500000 Penalty: 3086.480713
	Iteration 1F: 3 clusters Score -3718738 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -3719214.750000 Penalty: 3086.480713
	Iteration 2Q: 3 clusters Score -3719215 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -3719749.750000 Penalty: 3086.480713
	Iteration 3Q: 3 clusters Score -3719750 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -3720428.500000 Penalty: 3086.480713
	Iteration 4Q: 3 clusters Score -3720428 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 19766 members 
Entering Unmasked Estep 
Score: -3721407.500000 Penalty: 3086.480713
	Iteration 5F: 3 clusters Score -3721408 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 21232 members 
Entering Unmasked Estep 
Score: -3722658.500000 Penalty: 3086.480713
	Iteration 6F: 3 clusters Score -3722658 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -3724196.500000 Penalty: 3086.480713
	Iteration 7F: 3 clusters Score -3724196 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 24818 members 
Entering Unmasked Estep 
Score: -3725909.500000 Penalty: 3086.480713
	Iteration 8F: 3 clusters Score -3725910 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 26612 members 
Entering Unmasked Estep 
Score: -3727648.250000 Penalty: 3086.480713
	Iteration 9F: 3 clusters Score -3727648 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 28068 members 
Entering Unmasked Estep 
Score: -3729093.250000 Penalty: 3086.480713
	Iteration 10F: 3 clusters Score -3729093 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 29083 members 
Entering Unmasked Estep 
Score: -3730077.250000 Penalty: 3086.480713
	Iteration 11Q: 3 clusters Score -3730077 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 29727 members 
Entering Unmasked Estep 
Score: -3730666.500000 Penalty: 3086.480713
	Iteration 12Q: 3 clusters Score -3730666 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 30119 members 
Entering Unmasked Estep 
Score: -3731051.750000 Penalty: 3086.480713
	Iteration 13Q: 3 clusters Score -3731052 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 30330 members 
Entering Unmasked Estep 
Score: -3731322.250000 Penalty: 3086.480713
	Iteration 14Q: 3 clusters Score -3731322 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 30404 members 
Entering Unmasked Estep 
Score: -3731454.250000 Penalty: 3086.480713
	Iteration 15Q: 3 clusters Score -3731454 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 30424 members 
Entering Unmasked Estep 
Score: -3731513.500000 Penalty: 3086.480713
	Iteration 16Q: 3 clusters Score -3731514 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 30447 members 
Entering Unmasked Estep 
Score: -3731540.500000 Penalty: 3086.480713
	Iteration 17Q: 3 clusters Score -3731540 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 30462 members 
Entering Unmasked Estep 
Score: -3731547.250000 Penalty: 3086.480713
	Iteration 18Q: 3 clusters Score -3731547 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 30467 members 
Entering Unmasked Estep 
Score: -3731556.000000 Penalty: 3086.480713
	Iteration 19Q: 3 clusters Score -3731556 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 30470 members 
Entering Unmasked Estep 
Score: -3731561.500000 Penalty: 3086.480713
	Iteration 20F: 3 clusters Score -3731562 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 30479 members 
Entering Unmasked Estep 
Score: -3731563.000000 Penalty: 3086.480713
	Iteration 21Q: 3 clusters Score -3731563 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 30485 members 
Entering Unmasked Estep 
Score: -3731571.250000 Penalty: 3086.480713
	Iteration 22Q: 3 clusters Score -3731571 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 30490 members 
Entering Unmasked Estep 
Score: -3731570.750000 Penalty: 3086.480713
	Iteration 23Q: 3 clusters Score -3731571 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 30490 members 
Entering Unmasked Estep 
Score: -3731575.750000 Penalty: 3086.480713
	Iteration 24Q: 3 clusters Score -3731576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 30491 members 
Entering Unmasked Estep 
Score: -3731579.000000 Penalty: 3086.480713
	Iteration 25Q: 3 clusters Score -3731579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 30490 members 
Entering Unmasked Estep 
Score: -3731585.000000 Penalty: 3086.480713
	Iteration 26Q: 3 clusters Score -3731585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 30494 members 
Entering Unmasked Estep 
Score: -3731582.750000 Penalty: 3086.480713
	Iteration 27Q: 3 clusters Score -3731583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 30496 members 
Entering Unmasked Estep 
Score: -3731580.750000 Penalty: 3086.480713
	Iteration 28Q: 3 clusters Score -3731581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 30501 members 
Entering Unmasked Estep 
Score: -3731583.250000 Penalty: 3086.480713
	Iteration 29Q: 3 clusters Score -3731583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 30502 members 
Entering Unmasked Estep 
Score: -3731582.500000 Penalty: 3086.480713
	Iteration 30Q: 3 clusters Score -3731582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 30503 members 
Entering Unmasked Estep 
Score: -3731584.250000 Penalty: 3086.480713
	Iteration 31Q: 3 clusters Score -3731584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 30503 members 
Entering Unmasked Estep 
Score: -3731584.250000 Penalty: 3086.480713
	Iteration 32F: 3 clusters Score -3731584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Entering Unmasked Estep 
Score: -480595.406250 Penalty: 1238.661255
	Iteration 0F: 2 clusters Score -480595.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -477514.281250 Penalty: 2477.322510
	Iteration 0F: 3 clusters Score -477514.3 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -478464.000000 Penalty: 2477.322510
	Iteration 1F: 3 clusters Score -478464 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -478733.656250 Penalty: 2477.322510
	Iteration 2F: 3 clusters Score -478733.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -478948.375000 Penalty: 2477.322510
	Iteration 3F: 3 clusters Score -478948.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -479141.375000 Penalty: 2477.322510
	Iteration 4F: 3 clusters Score -479141.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -479319.937500 Penalty: 2477.322510
	Iteration 5Q: 3 clusters Score -479319.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -479454.687500 Penalty: 2477.322510
	Iteration 6Q: 3 clusters Score -479454.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -479577.218750 Penalty: 2477.322510
	Iteration 7Q: 3 clusters Score -479577.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -479684.062500 Penalty: 2477.322510
	Iteration 8Q: 3 clusters Score -479684.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -479757.375000 Penalty: 2477.322510
	Iteration 9Q: 3 clusters Score -479757.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -479815.062500 Penalty: 2477.322510
	Iteration 10Q: 3 clusters Score -479815.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -479861.562500 Penalty: 2477.322510
	Iteration 11Q: 3 clusters Score -479861.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -479905.937500 Penalty: 2477.322510
	Iteration 12Q: 3 clusters Score -479905.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -479938.968750 Penalty: 2477.322510
	Iteration 13Q: 3 clusters Score -479939 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -479966.500000 Penalty: 2477.322510
	Iteration 14Q: 3 clusters Score -479966.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -479982.281250 Penalty: 2477.322510
	Iteration 15Q: 3 clusters Score -479982.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -479994.937500 Penalty: 2477.322510
	Iteration 16Q: 3 clusters Score -479994.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -480004.218750 Penalty: 2477.322510
	Iteration 17Q: 3 clusters Score -480004.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -480009.906250 Penalty: 2477.322510
	Iteration 18Q: 3 clusters Score -480009.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -480014.531250 Penalty: 2477.322510
	Iteration 19Q: 3 clusters Score -480014.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -480018.187500 Penalty: 2477.322510
	Iteration 20F: 3 clusters Score -480018.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -480021.187500 Penalty: 2477.322510
	Iteration 21Q: 3 clusters Score -480021.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -480021.718750 Penalty: 2477.322510
	Iteration 22Q: 3 clusters Score -480021.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -480024.906250 Penalty: 2477.322510
	Iteration 23Q: 3 clusters Score -480024.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -480027.031250 Penalty: 2477.322510
	Iteration 24Q: 3 clusters Score -480027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -480029.375000 Penalty: 2477.322510
	Iteration 25Q: 3 clusters Score -480029.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -480031.281250 Penalty: 2477.322510
	Iteration 26Q: 3 clusters Score -480031.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -480032.343750 Penalty: 2477.322510
	Iteration 27Q: 3 clusters Score -480032.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -480032.312500 Penalty: 2477.322510
	Iteration 28Q: 3 clusters Score -480032.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -480032.906250 Penalty: 2477.322510
	Iteration 29Q: 3 clusters Score -480032.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -480033.593750 Penalty: 2477.322510
	Iteration 30Q: 3 clusters Score -480033.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -480035.000000 Penalty: 2477.322510
	Iteration 31Q: 3 clusters Score -480035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -480034.500000 Penalty: 2477.322510
	Iteration 32Q: 3 clusters Score -480034.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -480034.500000 Penalty: 2477.322510
	Iteration 33F: 3 clusters Score -480034.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Entering Unmasked Estep 
Score: -826701.562500 Penalty: 1315.693604
	Iteration 0F: 2 clusters Score -826701.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -821818.937500 Penalty: 2631.387207
	Iteration 0F: 3 clusters Score -821818.9 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -823392.812500 Penalty: 2631.387207
	Iteration 1F: 3 clusters Score -823392.8 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -823734.125000 Penalty: 2631.387207
	Iteration 2F: 3 clusters Score -823734.1 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -824033.937500 Penalty: 2631.387207
	Iteration 3F: 3 clusters Score -824033.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -824321.687500 Penalty: 2631.387207
	Iteration 4F: 3 clusters Score -824321.7 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -824606.937500 Penalty: 2631.387207
	Iteration 5F: 3 clusters Score -824606.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -824912.625000 Penalty: 2631.387207
	Iteration 6F: 3 clusters Score -824912.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -825186.187500 Penalty: 2631.387207
	Iteration 7Q: 3 clusters Score -825186.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -825419.875000 Penalty: 2631.387207
	Iteration 8Q: 3 clusters Score -825419.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -825567.812500 Penalty: 2631.387207
	Iteration 9Q: 3 clusters Score -825567.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -825669.187500 Penalty: 2631.387207
	Iteration 10Q: 3 clusters Score -825669.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -825740.750000 Penalty: 2631.387207
	Iteration 11Q: 3 clusters Score -825740.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -825780.937500 Penalty: 2631.387207
	Iteration 12Q: 3 clusters Score -825780.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -825801.062500 Penalty: 2631.387207
	Iteration 13Q: 3 clusters Score -825801.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -825814.562500 Penalty: 2631.387207
	Iteration 14Q: 3 clusters Score -825814.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -825824.687500 Penalty: 2631.387207
	Iteration 15Q: 3 clusters Score -825824.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -825830.937500 Penalty: 2631.387207
	Iteration 16Q: 3 clusters Score -825830.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -825833.500000 Penalty: 2631.387207
	Iteration 17Q: 3 clusters Score -825833.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -825834.312500 Penalty: 2631.387207
	Iteration 18Q: 3 clusters Score -825834.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -825834.062500 Penalty: 2631.387207
	Iteration 19Q: 3 clusters Score -825834.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -825835.375000 Penalty: 2631.387207
	Iteration 20F: 3 clusters Score -825835.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -825835.375000 Penalty: 2631.387207
	Iteration 21Q: 3 clusters Score -825835.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -825836.500000 Penalty: 2631.387207
	Iteration 22Q: 3 clusters Score -825836.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -825837.812500 Penalty: 2631.387207
	Iteration 23Q: 3 clusters Score -825837.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -825838.625000 Penalty: 2631.387207
	Iteration 24Q: 3 clusters Score -825838.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -825840.375000 Penalty: 2631.387207
	Iteration 25Q: 3 clusters Score -825840.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -825841.375000 Penalty: 2631.387207
	Iteration 26Q: 3 clusters Score -825841.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -825841.750000 Penalty: 2631.387207
	Iteration 27Q: 3 clusters Score -825841.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -825842.312500 Penalty: 2631.387207
	Iteration 28Q: 3 clusters Score -825842.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -825845.250000 Penalty: 2631.387207
	Iteration 29Q: 3 clusters Score -825845.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -825844.312500 Penalty: 2631.387207
	Iteration 30Q: 3 clusters Score -825844.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -825846.125000 Penalty: 2631.387207
	Iteration 31Q: 3 clusters Score -825846.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -825848.062500 Penalty: 2631.387207
	Iteration 32Q: 3 clusters Score -825848.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -825848.562500 Penalty: 2631.387207
	Iteration 33Q: 3 clusters Score -825848.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -825851.437500 Penalty: 2631.387207
	Iteration 34Q: 3 clusters Score -825851.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -825852.562500 Penalty: 2631.387207
	Iteration 35Q: 3 clusters Score -825852.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -825851.625000 Penalty: 2631.387207
	Iteration 36Q: 3 clusters Score -825851.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -825853.500000 Penalty: 2631.387207
	Iteration 37Q: 3 clusters Score -825853.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -825853.312500 Penalty: 2631.387207
	Iteration 38Q: 3 clusters Score -825853.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -825854.750000 Penalty: 2631.387207
	Iteration 39Q: 3 clusters Score -825854.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -825853.875000 Penalty: 2631.387207
	Iteration 40F: 3 clusters Score -825853.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -825855.375000 Penalty: 2631.387207
	Iteration 41Q: 3 clusters Score -825855.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -825855.875000 Penalty: 2631.387207
	Iteration 42Q: 3 clusters Score -825855.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -825855.875000 Penalty: 2631.387207
	Iteration 43F: 3 clusters Score -825855.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Entering Unmasked Estep 
Score: -1042176.125000 Penalty: 1348.712280
	Iteration 0F: 2 clusters Score -1042176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1036295.750000 Penalty: 2697.424561
	Iteration 0F: 3 clusters Score -1036296 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1038237.875000 Penalty: 2697.424561
	Iteration 1F: 3 clusters Score -1038238 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1038495.750000 Penalty: 2697.424561
	Iteration 2F: 3 clusters Score -1038496 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1038674.250000 Penalty: 2697.424561
	Iteration 3Q: 3 clusters Score -1038674 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1038807.437500 Penalty: 2697.424561
	Iteration 4Q: 3 clusters Score -1038807 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1038917.500000 Penalty: 2697.424561
	Iteration 5Q: 3 clusters Score -1038918 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1039013.062500 Penalty: 2697.424561
	Iteration 6Q: 3 clusters Score -1039013 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1039104.937500 Penalty: 2697.424561
	Iteration 7Q: 3 clusters Score -1039105 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1039197.000000 Penalty: 2697.424561
	Iteration 8Q: 3 clusters Score -1039197 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1039292.562500 Penalty: 2697.424561
	Iteration 9Q: 3 clusters Score -1039293 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1039398.187500 Penalty: 2697.424561
	Iteration 10Q: 3 clusters Score -1039398 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1039521.812500 Penalty: 2697.424561
	Iteration 11Q: 3 clusters Score -1039522 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1039689.562500 Penalty: 2697.424561
	Iteration 12Q: 3 clusters Score -1039690 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1039851.312500 Penalty: 2697.424561
	Iteration 13Q: 3 clusters Score -1039851 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1040006.625000 Penalty: 2697.424561
	Iteration 14Q: 3 clusters Score -1040007 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1040145.000000 Penalty: 2697.424561
	Iteration 15Q: 3 clusters Score -1040145 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1040293.812500 Penalty: 2697.424561
	Iteration 16Q: 3 clusters Score -1040294 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1040454.500000 Penalty: 2697.424561
	Iteration 17Q: 3 clusters Score -1040454 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1040599.937500 Penalty: 2697.424561
	Iteration 18Q: 3 clusters Score -1040600 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1040723.125000 Penalty: 2697.424561
	Iteration 19Q: 3 clusters Score -1040723 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1040803.875000 Penalty: 2697.424561
	Iteration 20F: 3 clusters Score -1040804 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1040856.875000 Penalty: 2697.424561
	Iteration 21Q: 3 clusters Score -1040857 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1040905.375000 Penalty: 2697.424561
	Iteration 22Q: 3 clusters Score -1040905 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1040949.375000 Penalty: 2697.424561
	Iteration 23Q: 3 clusters Score -1040949 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1040983.062500 Penalty: 2697.424561
	Iteration 24Q: 3 clusters Score -1040983 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1041018.500000 Penalty: 2697.424561
	Iteration 25Q: 3 clusters Score -1041018 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1041046.750000 Penalty: 2697.424561
	Iteration 26Q: 3 clusters Score -1041047 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1041076.312500 Penalty: 2697.424561
	Iteration 27Q: 3 clusters Score -1041076 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1041092.000000 Penalty: 2697.424561
	Iteration 28Q: 3 clusters Score -1041092 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1041097.812500 Penalty: 2697.424561
	Iteration 29Q: 3 clusters Score -1041098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1041104.750000 Penalty: 2697.424561
	Iteration 30Q: 3 clusters Score -1041105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1041106.937500 Penalty: 2697.424561
	Iteration 31Q: 3 clusters Score -1041107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1041110.687500 Penalty: 2697.424561
	Iteration 32Q: 3 clusters Score -1041111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1041114.000000 Penalty: 2697.424561
	Iteration 33Q: 3 clusters Score -1041114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1041116.937500 Penalty: 2697.424561
	Iteration 34Q: 3 clusters Score -1041117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1041117.250000 Penalty: 2697.424561
	Iteration 35Q: 3 clusters Score -1041117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1041118.125000 Penalty: 2697.424561
	Iteration 36Q: 3 clusters Score -1041118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1041118.687500 Penalty: 2697.424561
	Iteration 37Q: 3 clusters Score -1041119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1041118.687500 Penalty: 2697.424561
	Iteration 38F: 3 clusters Score -1041119 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Entering Unmasked Estep 
Score: -562522.187500 Penalty: 1262.703247
	Iteration 0F: 2 clusters Score -562522.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -558972.625000 Penalty: 2525.406494
	Iteration 0F: 3 clusters Score -558972.6 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -560085.125000 Penalty: 2525.406494
	Iteration 1F: 3 clusters Score -560085.1 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -560454.875000 Penalty: 2525.406494
	Iteration 2F: 3 clusters Score -560454.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -560725.062500 Penalty: 2525.406494
	Iteration 3F: 3 clusters Score -560725.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -560959.000000 Penalty: 2525.406494
	Iteration 4F: 3 clusters Score -560959 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -561194.875000 Penalty: 2525.406494
	Iteration 5F: 3 clusters Score -561194.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -561387.125000 Penalty: 2525.406494
	Iteration 6F: 3 clusters Score -561387.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -561524.437500 Penalty: 2525.406494
	Iteration 7Q: 3 clusters Score -561524.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -561653.500000 Penalty: 2525.406494
	Iteration 8Q: 3 clusters Score -561653.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -561761.875000 Penalty: 2525.406494
	Iteration 9Q: 3 clusters Score -561761.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -561837.187500 Penalty: 2525.406494
	Iteration 10Q: 3 clusters Score -561837.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -561909.687500 Penalty: 2525.406494
	Iteration 11Q: 3 clusters Score -561909.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -561978.625000 Penalty: 2525.406494
	Iteration 12Q: 3 clusters Score -561978.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -562032.437500 Penalty: 2525.406494
	Iteration 13Q: 3 clusters Score -562032.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -562081.375000 Penalty: 2525.406494
	Iteration 14Q: 3 clusters Score -562081.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -562121.312500 Penalty: 2525.406494
	Iteration 15Q: 3 clusters Score -562121.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -562156.812500 Penalty: 2525.406494
	Iteration 16Q: 3 clusters Score -562156.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -562182.937500 Penalty: 2525.406494
	Iteration 17Q: 3 clusters Score -562182.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -562207.437500 Penalty: 2525.406494
	Iteration 18Q: 3 clusters Score -562207.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -562223.250000 Penalty: 2525.406494
	Iteration 19Q: 3 clusters Score -562223.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -562241.937500 Penalty: 2525.406494
	Iteration 20F: 3 clusters Score -562241.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -562255.562500 Penalty: 2525.406494
	Iteration 21Q: 3 clusters Score -562255.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -562267.750000 Penalty: 2525.406494
	Iteration 22Q: 3 clusters Score -562267.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -562273.375000 Penalty: 2525.406494
	Iteration 23Q: 3 clusters Score -562273.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -562280.125000 Penalty: 2525.406494
	Iteration 24Q: 3 clusters Score -562280.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -562286.375000 Penalty: 2525.406494
	Iteration 25Q: 3 clusters Score -562286.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -562291.500000 Penalty: 2525.406494
	Iteration 26Q: 3 clusters Score -562291.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -562294.812500 Penalty: 2525.406494
	Iteration 27Q: 3 clusters Score -562294.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -562300.312500 Penalty: 2525.406494
	Iteration 28Q: 3 clusters Score -562300.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -562302.437500 Penalty: 2525.406494
	Iteration 29Q: 3 clusters Score -562302.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -562303.062500 Penalty: 2525.406494
	Iteration 30Q: 3 clusters Score -562303.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -562306.312500 Penalty: 2525.406494
	Iteration 31Q: 3 clusters Score -562306.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -562308.875000 Penalty: 2525.406494
	Iteration 32Q: 3 clusters Score -562308.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -562309.875000 Penalty: 2525.406494
	Iteration 33Q: 3 clusters Score -562309.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -562309.687500 Penalty: 2525.406494
	Iteration 34Q: 3 clusters Score -562309.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -562310.687500 Penalty: 2525.406494
	Iteration 35Q: 3 clusters Score -562310.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -562312.187500 Penalty: 2525.406494
	Iteration 36Q: 3 clusters Score -562312.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -562313.312500 Penalty: 2525.406494
	Iteration 37Q: 3 clusters Score -562313.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -562315.375000 Penalty: 2525.406494
	Iteration 38Q: 3 clusters Score -562315.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -562315.625000 Penalty: 2525.406494
	Iteration 39Q: 3 clusters Score -562315.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -562317.875000 Penalty: 2525.406494
	Iteration 40F: 3 clusters Score -562317.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -562318.750000 Penalty: 2525.406494
	Iteration 41Q: 3 clusters Score -562318.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -562319.125000 Penalty: 2525.406494
	Iteration 42Q: 3 clusters Score -562319.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -562319.875000 Penalty: 2525.406494
	Iteration 43Q: 3 clusters Score -562319.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -562319.500000 Penalty: 2525.406494
	Iteration 44Q: 3 clusters Score -562319.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -562321.750000 Penalty: 2525.406494
	Iteration 45Q: 3 clusters Score -562321.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -562322.437500 Penalty: 2525.406494
	Iteration 46Q: 3 clusters Score -562322.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -562322.187500 Penalty: 2525.406494
	Iteration 47Q: 3 clusters Score -562322.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -562322.125000 Penalty: 2525.406494
	Iteration 48Q: 3 clusters Score -562322.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -562322.687500 Penalty: 2525.406494
	Iteration 49Q: 3 clusters Score -562322.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -562323.875000 Penalty: 2525.406494
	Iteration 50Q: 3 clusters Score -562323.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -562324.187500 Penalty: 2525.406494
	Iteration 51Q: 3 clusters Score -562324.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -562326.375000 Penalty: 2525.406494
	Iteration 52Q: 3 clusters Score -562326.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -562327.750000 Penalty: 2525.406494
	Iteration 53Q: 3 clusters Score -562327.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -562327.750000 Penalty: 2525.406494
	Iteration 54F: 3 clusters Score -562327.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21795 members 
Entering Unmasked Estep 
Score: -2769970.500000 Penalty: 1486.428101
	Iteration 0F: 2 clusters Score -2769970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -2755858.500000 Penalty: 2972.856201
	Iteration 0F: 3 clusters Score -2755858 nChanged 9552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -2761198.750000 Penalty: 2972.856201
	Iteration 1F: 3 clusters Score -2761199 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -2761787.000000 Penalty: 2972.856201
	Iteration 2F: 3 clusters Score -2761787 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -2762403.750000 Penalty: 2972.856201
	Iteration 3F: 3 clusters Score -2762404 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -2763078.750000 Penalty: 2972.856201
	Iteration 4F: 3 clusters Score -2763079 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -2763826.750000 Penalty: 2972.856201
	Iteration 5F: 3 clusters Score -2763827 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -2764487.000000 Penalty: 2972.856201
	Iteration 6F: 3 clusters Score -2764487 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -2765098.000000 Penalty: 2972.856201
	Iteration 7F: 3 clusters Score -2765098 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -2765704.750000 Penalty: 2972.856201
	Iteration 8Q: 3 clusters Score -2765705 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -2766238.250000 Penalty: 2972.856201
	Iteration 9Q: 3 clusters Score -2766238 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -2766728.750000 Penalty: 2972.856201
	Iteration 10Q: 3 clusters Score -2766729 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -2767177.250000 Penalty: 2972.856201
	Iteration 11Q: 3 clusters Score -2767177 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -2767581.000000 Penalty: 2972.856201
	Iteration 12Q: 3 clusters Score -2767581 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -2767905.750000 Penalty: 2972.856201
	Iteration 13Q: 3 clusters Score -2767906 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -2768176.750000 Penalty: 2972.856201
	Iteration 14Q: 3 clusters Score -2768177 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2768361.000000 Penalty: 2972.856201
	Iteration 15Q: 3 clusters Score -2768361 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2768473.000000 Penalty: 2972.856201
	Iteration 16Q: 3 clusters Score -2768473 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2768572.750000 Penalty: 2972.856201
	Iteration 17Q: 3 clusters Score -2768573 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2768646.000000 Penalty: 2972.856201
	Iteration 18Q: 3 clusters Score -2768646 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2768679.000000 Penalty: 2972.856201
	Iteration 19Q: 3 clusters Score -2768679 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20829 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2768710.500000 Penalty: 2972.856201
	Iteration 20F: 3 clusters Score -2768710 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20863 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2768737.250000 Penalty: 2972.856201
	Iteration 21Q: 3 clusters Score -2768737 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2768760.250000 Penalty: 2972.856201
	Iteration 22Q: 3 clusters Score -2768760 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2768773.250000 Penalty: 2972.856201
	Iteration 23Q: 3 clusters Score -2768773 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2768783.750000 Penalty: 2972.856201
	Iteration 24Q: 3 clusters Score -2768784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2768786.250000 Penalty: 2972.856201
	Iteration 25Q: 3 clusters Score -2768786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2768792.250000 Penalty: 2972.856201
	Iteration 26Q: 3 clusters Score -2768792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2768795.500000 Penalty: 2972.856201
	Iteration 27Q: 3 clusters Score -2768796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2768797.500000 Penalty: 2972.856201
	Iteration 28Q: 3 clusters Score -2768798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2768797.500000 Penalty: 2972.856201
	Iteration 29Q: 3 clusters Score -2768798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20985 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2768803.500000 Penalty: 2972.856201
	Iteration 30Q: 3 clusters Score -2768804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2768803.250000 Penalty: 2972.856201
	Iteration 31Q: 3 clusters Score -2768803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20989 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2768806.750000 Penalty: 2972.856201
	Iteration 32Q: 3 clusters Score -2768807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -2768806.750000 Penalty: 2972.856201
	Iteration 33Q: 3 clusters Score -2768807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21000 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -2768813.500000 Penalty: 2972.856201
	Iteration 34Q: 3 clusters Score -2768814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2768815.500000 Penalty: 2972.856201
	Iteration 35Q: 3 clusters Score -2768816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2768822.500000 Penalty: 2972.856201
	Iteration 36Q: 3 clusters Score -2768822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2768823.250000 Penalty: 2972.856201
	Iteration 37Q: 3 clusters Score -2768823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21021 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2768828.000000 Penalty: 2972.856201
	Iteration 38Q: 3 clusters Score -2768828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2768831.750000 Penalty: 2972.856201
	Iteration 39Q: 3 clusters Score -2768832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2768830.250000 Penalty: 2972.856201
	Iteration 40F: 3 clusters Score -2768830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2768830.750000 Penalty: 2972.856201
	Iteration 41Q: 3 clusters Score -2768831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21033 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2768833.000000 Penalty: 2972.856201
	Iteration 42Q: 3 clusters Score -2768833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2768832.750000 Penalty: 2972.856201
	Iteration 43Q: 3 clusters Score -2768833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2768832.750000 Penalty: 2972.856201
	Iteration 44F: 3 clusters Score -2768833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Entering Unmasked Estep 
Score: -1886435.625000 Penalty: 1430.802124
	Iteration 0F: 2 clusters Score -1886436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1876501.875000 Penalty: 2861.604248
	Iteration 0F: 3 clusters Score -1876502 nChanged 6410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1879958.500000 Penalty: 2861.604248
	Iteration 1F: 3 clusters Score -1879958 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1880335.000000 Penalty: 2861.604248
	Iteration 2F: 3 clusters Score -1880335 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1880597.250000 Penalty: 2861.604248
	Iteration 3Q: 3 clusters Score -1880597 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1880793.125000 Penalty: 2861.604248
	Iteration 4Q: 3 clusters Score -1880793 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1880991.375000 Penalty: 2861.604248
	Iteration 5Q: 3 clusters Score -1880991 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1881245.250000 Penalty: 2861.604248
	Iteration 6Q: 3 clusters Score -1881245 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -1881543.250000 Penalty: 2861.604248
	Iteration 7Q: 3 clusters Score -1881543 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -1881955.500000 Penalty: 2861.604248
	Iteration 8Q: 3 clusters Score -1881956 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -1882487.625000 Penalty: 2861.604248
	Iteration 9F: 3 clusters Score -1882488 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -1883065.750000 Penalty: 2861.604248
	Iteration 10F: 3 clusters Score -1883066 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -1883656.750000 Penalty: 2861.604248
	Iteration 11Q: 3 clusters Score -1883657 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -1884194.500000 Penalty: 2861.604248
	Iteration 12Q: 3 clusters Score -1884194 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -1884579.375000 Penalty: 2861.604248
	Iteration 13Q: 3 clusters Score -1884579 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -1884839.500000 Penalty: 2861.604248
	Iteration 14Q: 3 clusters Score -1884840 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -1885007.125000 Penalty: 2861.604248
	Iteration 15Q: 3 clusters Score -1885007 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -1885105.000000 Penalty: 2861.604248
	Iteration 16Q: 3 clusters Score -1885105 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -1885171.750000 Penalty: 2861.604248
	Iteration 17Q: 3 clusters Score -1885172 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -1885218.750000 Penalty: 2861.604248
	Iteration 18Q: 3 clusters Score -1885219 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -1885236.125000 Penalty: 2861.604248
	Iteration 19Q: 3 clusters Score -1885236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -1885258.500000 Penalty: 2861.604248
	Iteration 20F: 3 clusters Score -1885258 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -1885275.125000 Penalty: 2861.604248
	Iteration 21Q: 3 clusters Score -1885275 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -1885289.000000 Penalty: 2861.604248
	Iteration 22Q: 3 clusters Score -1885289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -1885296.375000 Penalty: 2861.604248
	Iteration 23Q: 3 clusters Score -1885296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -1885297.000000 Penalty: 2861.604248
	Iteration 24Q: 3 clusters Score -1885297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -1885297.375000 Penalty: 2861.604248
	Iteration 25Q: 3 clusters Score -1885297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -1885297.375000 Penalty: 2861.604248
	Iteration 26F: 3 clusters Score -1885297 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Entering Unmasked Estep 
Score: -1390836.375000 Penalty: 1390.438843
	Iteration 0F: 2 clusters Score -1390836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1383207.375000 Penalty: 2780.877686
	Iteration 0F: 3 clusters Score -1383207 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1385719.875000 Penalty: 2780.877686
	Iteration 1F: 3 clusters Score -1385720 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1386097.500000 Penalty: 2780.877686
	Iteration 2F: 3 clusters Score -1386098 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1386421.875000 Penalty: 2780.877686
	Iteration 3F: 3 clusters Score -1386422 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1386696.125000 Penalty: 2780.877686
	Iteration 4Q: 3 clusters Score -1386696 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1386936.750000 Penalty: 2780.877686
	Iteration 5Q: 3 clusters Score -1386937 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1387193.250000 Penalty: 2780.877686
	Iteration 6Q: 3 clusters Score -1387193 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1387470.375000 Penalty: 2780.877686
	Iteration 7Q: 3 clusters Score -1387470 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1387811.125000 Penalty: 2780.877686
	Iteration 8Q: 3 clusters Score -1387811 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1388144.500000 Penalty: 2780.877686
	Iteration 9Q: 3 clusters Score -1388144 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1388497.875000 Penalty: 2780.877686
	Iteration 10Q: 3 clusters Score -1388498 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1388824.000000 Penalty: 2780.877686
	Iteration 11Q: 3 clusters Score -1388824 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1389152.875000 Penalty: 2780.877686
	Iteration 12Q: 3 clusters Score -1389153 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1389385.125000 Penalty: 2780.877686
	Iteration 13Q: 3 clusters Score -1389385 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1389547.000000 Penalty: 2780.877686
	Iteration 14Q: 3 clusters Score -1389547 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1389658.500000 Penalty: 2780.877686
	Iteration 15Q: 3 clusters Score -1389658 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1389734.875000 Penalty: 2780.877686
	Iteration 16Q: 3 clusters Score -1389735 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1389790.875000 Penalty: 2780.877686
	Iteration 17Q: 3 clusters Score -1389791 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1389827.375000 Penalty: 2780.877686
	Iteration 18Q: 3 clusters Score -1389827 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1389864.625000 Penalty: 2780.877686
	Iteration 19Q: 3 clusters Score -1389865 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1389885.625000 Penalty: 2780.877686
	Iteration 20F: 3 clusters Score -1389886 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1389904.750000 Penalty: 2780.877686
	Iteration 21Q: 3 clusters Score -1389905 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1389917.875000 Penalty: 2780.877686
	Iteration 22Q: 3 clusters Score -1389918 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1389930.250000 Penalty: 2780.877686
	Iteration 23Q: 3 clusters Score -1389930 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1389936.000000 Penalty: 2780.877686
	Iteration 24Q: 3 clusters Score -1389936 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1389940.500000 Penalty: 2780.877686
	Iteration 25Q: 3 clusters Score -1389940 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1389946.250000 Penalty: 2780.877686
	Iteration 26Q: 3 clusters Score -1389946 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1389953.625000 Penalty: 2780.877686
	Iteration 27Q: 3 clusters Score -1389954 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1389956.875000 Penalty: 2780.877686
	Iteration 28Q: 3 clusters Score -1389957 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1389962.750000 Penalty: 2780.877686
	Iteration 29Q: 3 clusters Score -1389963 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1389966.875000 Penalty: 2780.877686
	Iteration 30Q: 3 clusters Score -1389967 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1389970.250000 Penalty: 2780.877686
	Iteration 31Q: 3 clusters Score -1389970 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -1389975.125000 Penalty: 2780.877686
	Iteration 32Q: 3 clusters Score -1389975 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1389973.250000 Penalty: 2780.877686
	Iteration 33Q: 3 clusters Score -1389973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1389975.000000 Penalty: 2780.877686
	Iteration 34Q: 3 clusters Score -1389975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1389975.750000 Penalty: 2780.877686
	Iteration 35Q: 3 clusters Score -1389976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1389977.125000 Penalty: 2780.877686
	Iteration 36Q: 3 clusters Score -1389977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1389978.875000 Penalty: 2780.877686
	Iteration 37Q: 3 clusters Score -1389979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -1389980.625000 Penalty: 2780.877686
	Iteration 38Q: 3 clusters Score -1389981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1389981.875000 Penalty: 2780.877686
	Iteration 39Q: 3 clusters Score -1389982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1389981.875000 Penalty: 2780.877686
	Iteration 40F: 3 clusters Score -1389982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Entering Unmasked Estep 
Score: -177304.093750 Penalty: 1102.569580
	Iteration 0F: 2 clusters Score -177304.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -175648.796875 Penalty: 2205.139160
	Iteration 0F: 3 clusters Score -175648.8 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -176074.421875 Penalty: 2205.139160
	Iteration 1F: 3 clusters Score -176074.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -176190.640625 Penalty: 2205.139160
	Iteration 2F: 3 clusters Score -176190.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -176258.812500 Penalty: 2205.139160
	Iteration 3Q: 3 clusters Score -176258.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -176315.750000 Penalty: 2205.139160
	Iteration 4Q: 3 clusters Score -176315.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -176377.328125 Penalty: 2205.139160
	Iteration 5Q: 3 clusters Score -176377.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -176426.062500 Penalty: 2205.139160
	Iteration 6Q: 3 clusters Score -176426.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -176466.296875 Penalty: 2205.139160
	Iteration 7Q: 3 clusters Score -176466.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -176497.328125 Penalty: 2205.139160
	Iteration 8Q: 3 clusters Score -176497.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -176516.000000 Penalty: 2205.139160
	Iteration 9Q: 3 clusters Score -176516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -176528.875000 Penalty: 2205.139160
	Iteration 10Q: 3 clusters Score -176528.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -176540.250000 Penalty: 2205.139160
	Iteration 11Q: 3 clusters Score -176540.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -176552.906250 Penalty: 2205.139160
	Iteration 12Q: 3 clusters Score -176552.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -176561.328125 Penalty: 2205.139160
	Iteration 13Q: 3 clusters Score -176561.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -176567.531250 Penalty: 2205.139160
	Iteration 14Q: 3 clusters Score -176567.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -176575.593750 Penalty: 2205.139160
	Iteration 15Q: 3 clusters Score -176575.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -176579.921875 Penalty: 2205.139160
	Iteration 16Q: 3 clusters Score -176579.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -176584.062500 Penalty: 2205.139160
	Iteration 17Q: 3 clusters Score -176584.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -176585.421875 Penalty: 2205.139160
	Iteration 18Q: 3 clusters Score -176585.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -176587.703125 Penalty: 2205.139160
	Iteration 19Q: 3 clusters Score -176587.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -176588.468750 Penalty: 2205.139160
	Iteration 20F: 3 clusters Score -176588.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Entering Unmasked Estep 
Score: -460659.812500 Penalty: 1229.353516
	Iteration 0F: 2 clusters Score -460659.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -457675.062500 Penalty: 2458.707031
	Iteration 0F: 3 clusters Score -457675.1 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -458491.812500 Penalty: 2458.707031
	Iteration 1F: 3 clusters Score -458491.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -458656.343750 Penalty: 2458.707031
	Iteration 2F: 3 clusters Score -458656.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -458781.968750 Penalty: 2458.707031
	Iteration 3F: 3 clusters Score -458782 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -458884.437500 Penalty: 2458.707031
	Iteration 4Q: 3 clusters Score -458884.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -458957.750000 Penalty: 2458.707031
	Iteration 5Q: 3 clusters Score -458957.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -459002.093750 Penalty: 2458.707031
	Iteration 6Q: 3 clusters Score -459002.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -459037.343750 Penalty: 2458.707031
	Iteration 7Q: 3 clusters Score -459037.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -459066.750000 Penalty: 2458.707031
	Iteration 8Q: 3 clusters Score -459066.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -459105.031250 Penalty: 2458.707031
	Iteration 9Q: 3 clusters Score -459105 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -459135.406250 Penalty: 2458.707031
	Iteration 10Q: 3 clusters Score -459135.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -459159.187500 Penalty: 2458.707031
	Iteration 11Q: 3 clusters Score -459159.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -459179.593750 Penalty: 2458.707031
	Iteration 12Q: 3 clusters Score -459179.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -459198.062500 Penalty: 2458.707031
	Iteration 13Q: 3 clusters Score -459198.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -459224.312500 Penalty: 2458.707031
	Iteration 14Q: 3 clusters Score -459224.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -459245.468750 Penalty: 2458.707031
	Iteration 15Q: 3 clusters Score -459245.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -459268.531250 Penalty: 2458.707031
	Iteration 16Q: 3 clusters Score -459268.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -459291.531250 Penalty: 2458.707031
	Iteration 17Q: 3 clusters Score -459291.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -459311.406250 Penalty: 2458.707031
	Iteration 18Q: 3 clusters Score -459311.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -459328.625000 Penalty: 2458.707031
	Iteration 19Q: 3 clusters Score -459328.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -459343.812500 Penalty: 2458.707031
	Iteration 20F: 3 clusters Score -459343.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -459362.437500 Penalty: 2458.707031
	Iteration 21Q: 3 clusters Score -459362.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -459372.906250 Penalty: 2458.707031
	Iteration 22Q: 3 clusters Score -459372.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -459378.375000 Penalty: 2458.707031
	Iteration 23Q: 3 clusters Score -459378.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -459383.875000 Penalty: 2458.707031
	Iteration 24Q: 3 clusters Score -459383.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -459387.000000 Penalty: 2458.707031
	Iteration 25Q: 3 clusters Score -459387 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -459393.156250 Penalty: 2458.707031
	Iteration 26Q: 3 clusters Score -459393.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -459396.937500 Penalty: 2458.707031
	Iteration 27Q: 3 clusters Score -459396.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -459403.031250 Penalty: 2458.707031
	Iteration 28Q: 3 clusters Score -459403 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -459408.625000 Penalty: 2458.707031
	Iteration 29Q: 3 clusters Score -459408.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -459415.843750 Penalty: 2458.707031
	Iteration 30Q: 3 clusters Score -459415.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -459421.781250 Penalty: 2458.707031
	Iteration 31Q: 3 clusters Score -459421.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -459427.531250 Penalty: 2458.707031
	Iteration 32Q: 3 clusters Score -459427.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -459434.593750 Penalty: 2458.707031
	Iteration 33Q: 3 clusters Score -459434.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -459438.906250 Penalty: 2458.707031
	Iteration 34Q: 3 clusters Score -459438.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -459445.875000 Penalty: 2458.707031
	Iteration 35Q: 3 clusters Score -459445.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -459452.781250 Penalty: 2458.707031
	Iteration 36Q: 3 clusters Score -459452.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -459462.437500 Penalty: 2458.707031
	Iteration 37Q: 3 clusters Score -459462.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -459473.906250 Penalty: 2458.707031
	Iteration 38Q: 3 clusters Score -459473.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -459485.375000 Penalty: 2458.707031
	Iteration 39Q: 3 clusters Score -459485.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -459495.875000 Penalty: 2458.707031
	Iteration 40F: 3 clusters Score -459495.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -459508.562500 Penalty: 2458.707031
	Iteration 41Q: 3 clusters Score -459508.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -459519.062500 Penalty: 2458.707031
	Iteration 42Q: 3 clusters Score -459519.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -459528.031250 Penalty: 2458.707031
	Iteration 43Q: 3 clusters Score -459528 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -459534.093750 Penalty: 2458.707031
	Iteration 44Q: 3 clusters Score -459534.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -459537.687500 Penalty: 2458.707031
	Iteration 45Q: 3 clusters Score -459537.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -459541.031250 Penalty: 2458.707031
	Iteration 46Q: 3 clusters Score -459541 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -459545.875000 Penalty: 2458.707031
	Iteration 47Q: 3 clusters Score -459545.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -459551.843750 Penalty: 2458.707031
	Iteration 48Q: 3 clusters Score -459551.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -459557.468750 Penalty: 2458.707031
	Iteration 49Q: 3 clusters Score -459557.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -459565.343750 Penalty: 2458.707031
	Iteration 50Q: 3 clusters Score -459565.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -459574.687500 Penalty: 2458.707031
	Iteration 51Q: 3 clusters Score -459574.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -459583.343750 Penalty: 2458.707031
	Iteration 52Q: 3 clusters Score -459583.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -459601.562500 Penalty: 2458.707031
	Iteration 53Q: 3 clusters Score -459601.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -459620.468750 Penalty: 2458.707031
	Iteration 54Q: 3 clusters Score -459620.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -459634.375000 Penalty: 2458.707031
	Iteration 55Q: 3 clusters Score -459634.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -459655.656250 Penalty: 2458.707031
	Iteration 56Q: 3 clusters Score -459655.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -459676.750000 Penalty: 2458.707031
	Iteration 57Q: 3 clusters Score -459676.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -459697.125000 Penalty: 2458.707031
	Iteration 58Q: 3 clusters Score -459697.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -459706.812500 Penalty: 2458.707031
	Iteration 59Q: 3 clusters Score -459706.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -459719.156250 Penalty: 2458.707031
	Iteration 60F: 3 clusters Score -459719.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -459733.968750 Penalty: 2458.707031
	Iteration 61Q: 3 clusters Score -459734 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -459747.812500 Penalty: 2458.707031
	Iteration 62Q: 3 clusters Score -459747.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -459764.750000 Penalty: 2458.707031
	Iteration 63Q: 3 clusters Score -459764.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -459784.000000 Penalty: 2458.707031
	Iteration 64Q: 3 clusters Score -459784 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -459798.375000 Penalty: 2458.707031
	Iteration 65Q: 3 clusters Score -459798.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -459811.562500 Penalty: 2458.707031
	Iteration 66Q: 3 clusters Score -459811.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -459828.406250 Penalty: 2458.707031
	Iteration 67Q: 3 clusters Score -459828.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -459844.656250 Penalty: 2458.707031
	Iteration 68Q: 3 clusters Score -459844.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -459862.593750 Penalty: 2458.707031
	Iteration 69Q: 3 clusters Score -459862.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -459878.343750 Penalty: 2458.707031
	Iteration 70Q: 3 clusters Score -459878.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -459893.781250 Penalty: 2458.707031
	Iteration 71Q: 3 clusters Score -459893.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -459908.562500 Penalty: 2458.707031
	Iteration 72Q: 3 clusters Score -459908.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -459921.968750 Penalty: 2458.707031
	Iteration 73Q: 3 clusters Score -459922 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -459939.468750 Penalty: 2458.707031
	Iteration 74Q: 3 clusters Score -459939.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -459960.031250 Penalty: 2458.707031
	Iteration 75Q: 3 clusters Score -459960 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -459977.437500 Penalty: 2458.707031
	Iteration 76Q: 3 clusters Score -459977.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -459992.375000 Penalty: 2458.707031
	Iteration 77Q: 3 clusters Score -459992.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -460007.093750 Penalty: 2458.707031
	Iteration 78Q: 3 clusters Score -460007.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -460025.500000 Penalty: 2458.707031
	Iteration 79Q: 3 clusters Score -460025.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -460040.906250 Penalty: 2458.707031
	Iteration 80F: 3 clusters Score -460040.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -460061.843750 Penalty: 2458.707031
	Iteration 81Q: 3 clusters Score -460061.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -460079.187500 Penalty: 2458.707031
	Iteration 82Q: 3 clusters Score -460079.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -460092.250000 Penalty: 2458.707031
	Iteration 83Q: 3 clusters Score -460092.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -460104.187500 Penalty: 2458.707031
	Iteration 84Q: 3 clusters Score -460104.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -460115.312500 Penalty: 2458.707031
	Iteration 85Q: 3 clusters Score -460115.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -460121.593750 Penalty: 2458.707031
	Iteration 86Q: 3 clusters Score -460121.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -460126.562500 Penalty: 2458.707031
	Iteration 87Q: 3 clusters Score -460126.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -460135.250000 Penalty: 2458.707031
	Iteration 88Q: 3 clusters Score -460135.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -460142.937500 Penalty: 2458.707031
	Iteration 89Q: 3 clusters Score -460142.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -460145.656250 Penalty: 2458.707031
	Iteration 90Q: 3 clusters Score -460145.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -460149.218750 Penalty: 2458.707031
	Iteration 91Q: 3 clusters Score -460149.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -460153.843750 Penalty: 2458.707031
	Iteration 92Q: 3 clusters Score -460153.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -460156.343750 Penalty: 2458.707031
	Iteration 93Q: 3 clusters Score -460156.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -460158.250000 Penalty: 2458.707031
	Iteration 94Q: 3 clusters Score -460158.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -460160.906250 Penalty: 2458.707031
	Iteration 95Q: 3 clusters Score -460160.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -460160.593750 Penalty: 2458.707031
	Iteration 96Q: 3 clusters Score -460160.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -460161.906250 Penalty: 2458.707031
	Iteration 97Q: 3 clusters Score -460161.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -460164.343750 Penalty: 2458.707031
	Iteration 98Q: 3 clusters Score -460164.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -460168.156250 Penalty: 2458.707031
	Iteration 99Q: 3 clusters Score -460168.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -460170.406250 Penalty: 2458.707031
	Iteration 100F: 3 clusters Score -460170.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -460170.531250 Penalty: 2458.707031
	Iteration 101Q: 3 clusters Score -460170.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -460171.468750 Penalty: 2458.707031
	Iteration 102Q: 3 clusters Score -460171.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -460172.375000 Penalty: 2458.707031
	Iteration 103Q: 3 clusters Score -460172.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -460172.656250 Penalty: 2458.707031
	Iteration 104Q: 3 clusters Score -460172.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -460174.031250 Penalty: 2458.707031
	Iteration 105Q: 3 clusters Score -460174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -460174.031250 Penalty: 2458.707031
	Iteration 106F: 3 clusters Score -460174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (51546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51546 members 
Entering Unmasked Estep 
Score: -6557006.000000 Penalty: 1614.514282
	Iteration 0F: 2 clusters Score -6557006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25649 members 
Mstep: Class 2 contains 25897 members 
Entering Unmasked Estep 
Score: -6524213.000000 Penalty: 3229.028564
	Iteration 0F: 3 clusters Score -6524213 nChanged 24036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 27201 members 
Entering Unmasked Estep 
Score: -6537691.500000 Penalty: 3229.028564
	Iteration 1F: 3 clusters Score -6537692 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23400 members 
Mstep: Class 2 contains 28146 members 
Entering Unmasked Estep 
Score: -6538354.500000 Penalty: 3229.028564
	Iteration 2Q: 3 clusters Score -6538354 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 29438 members 
Entering Unmasked Estep 
Score: -6539139.500000 Penalty: 3229.028564
	Iteration 3Q: 3 clusters Score -6539140 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 31279 members 
Entering Unmasked Estep 
Score: -6540137.000000 Penalty: 3229.028564
	Iteration 4Q: 3 clusters Score -6540137 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 33779 members 
Entering Unmasked Estep 
Score: -6541757.500000 Penalty: 3229.028564
	Iteration 5F: 3 clusters Score -6541758 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 36917 members 
Entering Unmasked Estep 
Score: -6543975.000000 Penalty: 3229.028564
	Iteration 6F: 3 clusters Score -6543975 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 40442 members 
Entering Unmasked Estep 
Score: -6546678.000000 Penalty: 3229.028564
	Iteration 7F: 3 clusters Score -6546678 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 43966 members 
Entering Unmasked Estep 
Score: -6549556.000000 Penalty: 3229.028564
	Iteration 8F: 3 clusters Score -6549556 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 46920 members 
Entering Unmasked Estep 
Score: -6552070.500000 Penalty: 3229.028564
	Iteration 9F: 3 clusters Score -6552070 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 49006 members 
Entering Unmasked Estep 
Score: -6553813.500000 Penalty: 3229.028564
	Iteration 10Q: 3 clusters Score -6553814 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 50167 members 
Entering Unmasked Estep 
Score: -6554765.500000 Penalty: 3229.028564
	Iteration 11Q: 3 clusters Score -6554766 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 50718 members 
Entering Unmasked Estep 
Score: -6555248.000000 Penalty: 3229.028564
	Iteration 12Q: 3 clusters Score -6555248 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 50961 members 
Entering Unmasked Estep 
Score: -6555451.500000 Penalty: 3229.028564
	Iteration 13Q: 3 clusters Score -6555452 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 51058 members 
Entering Unmasked Estep 
Score: -6555552.500000 Penalty: 3229.028564
	Iteration 14Q: 3 clusters Score -6555552 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 51126 members 
Entering Unmasked Estep 
Score: -6555612.500000 Penalty: 3229.028564
	Iteration 15Q: 3 clusters Score -6555612 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 51162 members 
Entering Unmasked Estep 
Score: -6555650.500000 Penalty: 3229.028564
	Iteration 16Q: 3 clusters Score -6555650 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 51180 members 
Entering Unmasked Estep 
Score: -6555688.000000 Penalty: 3229.028564
	Iteration 17Q: 3 clusters Score -6555688 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 51200 members 
Entering Unmasked Estep 
Score: -6555713.500000 Penalty: 3229.028564
	Iteration 18Q: 3 clusters Score -6555714 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 51209 members 
Entering Unmasked Estep 
Score: -6555719.500000 Penalty: 3229.028564
	Iteration 19Q: 3 clusters Score -6555720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 51213 members 
Entering Unmasked Estep 
Score: -6555717.500000 Penalty: 3229.028564
	Iteration 20F: 3 clusters Score -6555718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 51218 members 
Entering Unmasked Estep 
Score: -6555729.000000 Penalty: 3229.028564
	Iteration 21Q: 3 clusters Score -6555729 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 51219 members 
Entering Unmasked Estep 
Score: -6555738.000000 Penalty: 3229.028564
	Iteration 22Q: 3 clusters Score -6555738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 51219 members 
Entering Unmasked Estep 
Score: -6555735.000000 Penalty: 3229.028564
	Iteration 23Q: 3 clusters Score -6555735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 51218 members 
Entering Unmasked Estep 
Score: -6555735.000000 Penalty: 3229.028564
	Iteration 24Q: 3 clusters Score -6555735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 51218 members 
Entering Unmasked Estep 
Score: -6555735.000000 Penalty: 3229.028564
	Iteration 25F: 3 clusters Score -6555735 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (36350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36350 members 
Entering Unmasked Estep 
Score: -4568918.500000 Penalty: 1562.541382
	Iteration 0F: 2 clusters Score -4568918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -4545311.500000 Penalty: 3125.082764
	Iteration 0F: 3 clusters Score -4545312 nChanged 16438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -4554054.000000 Penalty: 3125.082764
	Iteration 1F: 3 clusters Score -4554054 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -4554476.500000 Penalty: 3125.082764
	Iteration 2Q: 3 clusters Score -4554476 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -4554849.000000 Penalty: 3125.082764
	Iteration 3Q: 3 clusters Score -4554849 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -4555167.000000 Penalty: 3125.082764
	Iteration 4Q: 3 clusters Score -4555167 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -4555480.500000 Penalty: 3125.082764
	Iteration 5Q: 3 clusters Score -4555480 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -4555803.000000 Penalty: 3125.082764
	Iteration 6Q: 3 clusters Score -4555803 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
Score: -4556116.000000 Penalty: 3125.082764
	Iteration 7Q: 3 clusters Score -4556116 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 21087 members 
Entering Unmasked Estep 
Score: -4556453.500000 Penalty: 3125.082764
	Iteration 8Q: 3 clusters Score -4556454 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
Score: -4556930.000000 Penalty: 3125.082764
	Iteration 9Q: 3 clusters Score -4556930 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 23640 members 
Entering Unmasked Estep 
Score: -4557607.000000 Penalty: 3125.082764
	Iteration 10Q: 3 clusters Score -4557607 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 25493 members 
Entering Unmasked Estep 
Score: -4558625.000000 Penalty: 3125.082764
	Iteration 11F: 3 clusters Score -4558625 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 27759 members 
Entering Unmasked Estep 
Score: -4560155.500000 Penalty: 3125.082764
	Iteration 12F: 3 clusters Score -4560156 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 30208 members 
Entering Unmasked Estep 
Score: -4562055.500000 Penalty: 3125.082764
	Iteration 13F: 3 clusters Score -4562056 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 32512 members 
Entering Unmasked Estep 
Score: -4564111.000000 Penalty: 3125.082764
	Iteration 14F: 3 clusters Score -4564111 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 34282 members 
Entering Unmasked Estep 
Score: -4565743.500000 Penalty: 3125.082764
	Iteration 15Q: 3 clusters Score -4565744 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 35316 members 
Entering Unmasked Estep 
Score: -4566726.500000 Penalty: 3125.082764
	Iteration 16Q: 3 clusters Score -4566726 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 35796 members 
Entering Unmasked Estep 
Score: -4567176.000000 Penalty: 3125.082764
	Iteration 17Q: 3 clusters Score -4567176 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 35979 members 
Entering Unmasked Estep 
Score: -4567378.000000 Penalty: 3125.082764
	Iteration 18Q: 3 clusters Score -4567378 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 36049 members 
Entering Unmasked Estep 
Score: -4567481.000000 Penalty: 3125.082764
	Iteration 19Q: 3 clusters Score -4567481 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 36080 members 
Entering Unmasked Estep 
Score: -4567543.000000 Penalty: 3125.082764
	Iteration 20F: 3 clusters Score -4567543 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 36092 members 
Entering Unmasked Estep 
Score: -4567577.500000 Penalty: 3125.082764
	Iteration 21Q: 3 clusters Score -4567578 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 36104 members 
Entering Unmasked Estep 
Score: -4567600.500000 Penalty: 3125.082764
	Iteration 22Q: 3 clusters Score -4567600 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 36117 members 
Entering Unmasked Estep 
Score: -4567623.000000 Penalty: 3125.082764
	Iteration 23Q: 3 clusters Score -4567623 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 36120 members 
Entering Unmasked Estep 
Score: -4567631.500000 Penalty: 3125.082764
	Iteration 24Q: 3 clusters Score -4567632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 36125 members 
Entering Unmasked Estep 
Score: -4567645.500000 Penalty: 3125.082764
	Iteration 25Q: 3 clusters Score -4567646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 36127 members 
Entering Unmasked Estep 
Score: -4567651.000000 Penalty: 3125.082764
	Iteration 26Q: 3 clusters Score -4567651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 36127 members 
Entering Unmasked Estep 
Score: -4567654.000000 Penalty: 3125.082764
	Iteration 27Q: 3 clusters Score -4567654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 36128 members 
Entering Unmasked Estep 
Score: -4567652.000000 Penalty: 3125.082764
	Iteration 28Q: 3 clusters Score -4567652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 36129 members 
Entering Unmasked Estep 
Score: -4567652.500000 Penalty: 3125.082764
	Iteration 29Q: 3 clusters Score -4567652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 36129 members 
Entering Unmasked Estep 
Score: -4567652.500000 Penalty: 3125.082764
	Iteration 30F: 3 clusters Score -4567652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (21942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21942 members 
Entering Unmasked Estep 
Score: -2777539.250000 Penalty: 1487.428345
	Iteration 0F: 2 clusters Score -2777539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -2763175.000000 Penalty: 2974.856689
	Iteration 0F: 3 clusters Score -2763175 nChanged 9764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -2768455.000000 Penalty: 2974.856689
	Iteration 1F: 3 clusters Score -2768455 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -2768889.750000 Penalty: 2974.856689
	Iteration 2F: 3 clusters Score -2768890 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -2769307.750000 Penalty: 2974.856689
	Iteration 3Q: 3 clusters Score -2769308 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -2769696.500000 Penalty: 2974.856689
	Iteration 4Q: 3 clusters Score -2769696 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -2770126.750000 Penalty: 2974.856689
	Iteration 5Q: 3 clusters Score -2770127 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -2770610.000000 Penalty: 2974.856689
	Iteration 6Q: 3 clusters Score -2770610 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -2771191.500000 Penalty: 2974.856689
	Iteration 7Q: 3 clusters Score -2771192 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -2771861.500000 Penalty: 2974.856689
	Iteration 8F: 3 clusters Score -2771862 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -2772578.500000 Penalty: 2974.856689
	Iteration 9F: 3 clusters Score -2772578 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -2773265.000000 Penalty: 2974.856689
	Iteration 10Q: 3 clusters Score -2773265 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -2773941.250000 Penalty: 2974.856689
	Iteration 11Q: 3 clusters Score -2773941 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -2774577.500000 Penalty: 2974.856689
	Iteration 12Q: 3 clusters Score -2774578 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -2775096.750000 Penalty: 2974.856689
	Iteration 13Q: 3 clusters Score -2775097 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2775473.000000 Penalty: 2974.856689
	Iteration 14Q: 3 clusters Score -2775473 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2775797.000000 Penalty: 2974.856689
	Iteration 15Q: 3 clusters Score -2775797 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2776012.250000 Penalty: 2974.856689
	Iteration 16Q: 3 clusters Score -2776012 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21261 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2776135.750000 Penalty: 2974.856689
	Iteration 17Q: 3 clusters Score -2776136 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2776232.750000 Penalty: 2974.856689
	Iteration 18Q: 3 clusters Score -2776233 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2776293.250000 Penalty: 2974.856689
	Iteration 19Q: 3 clusters Score -2776293 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2776343.250000 Penalty: 2974.856689
	Iteration 20F: 3 clusters Score -2776343 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2776372.750000 Penalty: 2974.856689
	Iteration 21Q: 3 clusters Score -2776373 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21474 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2776386.500000 Penalty: 2974.856689
	Iteration 22Q: 3 clusters Score -2776386 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2776404.750000 Penalty: 2974.856689
	Iteration 23Q: 3 clusters Score -2776405 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21485 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2776415.250000 Penalty: 2974.856689
	Iteration 24Q: 3 clusters Score -2776415 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21488 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2776427.250000 Penalty: 2974.856689
	Iteration 25Q: 3 clusters Score -2776427 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2776433.250000 Penalty: 2974.856689
	Iteration 26Q: 3 clusters Score -2776433 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2776441.750000 Penalty: 2974.856689
	Iteration 27Q: 3 clusters Score -2776442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2776445.000000 Penalty: 2974.856689
	Iteration 28Q: 3 clusters Score -2776445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2776444.750000 Penalty: 2974.856689
	Iteration 29Q: 3 clusters Score -2776445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2776454.250000 Penalty: 2974.856689
	Iteration 30Q: 3 clusters Score -2776454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2776453.750000 Penalty: 2974.856689
	Iteration 31Q: 3 clusters Score -2776454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21506 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2776450.500000 Penalty: 2974.856689
	Iteration 32Q: 3 clusters Score -2776450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21506 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2776450.500000 Penalty: 2974.856689
	Iteration 33F: 3 clusters Score -2776450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Entering Unmasked Estep 
Score: -895829.250000 Penalty: 1321.927002
	Iteration 0F: 2 clusters Score -895829.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -890845.437500 Penalty: 2643.854004
	Iteration 0F: 3 clusters Score -890845.4 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -892350.812500 Penalty: 2643.854004
	Iteration 1F: 3 clusters Score -892350.8 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -892585.187500 Penalty: 2643.854004
	Iteration 2F: 3 clusters Score -892585.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -892737.187500 Penalty: 2643.854004
	Iteration 3Q: 3 clusters Score -892737.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -892868.875000 Penalty: 2643.854004
	Iteration 4Q: 3 clusters Score -892868.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -892971.437500 Penalty: 2643.854004
	Iteration 5Q: 3 clusters Score -892971.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -893053.187500 Penalty: 2643.854004
	Iteration 6Q: 3 clusters Score -893053.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -893127.375000 Penalty: 2643.854004
	Iteration 7Q: 3 clusters Score -893127.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -893198.062500 Penalty: 2643.854004
	Iteration 8Q: 3 clusters Score -893198.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -893280.000000 Penalty: 2643.854004
	Iteration 9Q: 3 clusters Score -893280 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -893358.937500 Penalty: 2643.854004
	Iteration 10Q: 3 clusters Score -893358.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -893442.250000 Penalty: 2643.854004
	Iteration 11Q: 3 clusters Score -893442.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -893534.437500 Penalty: 2643.854004
	Iteration 12Q: 3 clusters Score -893534.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -893652.437500 Penalty: 2643.854004
	Iteration 13Q: 3 clusters Score -893652.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -893769.125000 Penalty: 2643.854004
	Iteration 14Q: 3 clusters Score -893769.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -893903.687500 Penalty: 2643.854004
	Iteration 15Q: 3 clusters Score -893903.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -894027.625000 Penalty: 2643.854004
	Iteration 16Q: 3 clusters Score -894027.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -894158.687500 Penalty: 2643.854004
	Iteration 17Q: 3 clusters Score -894158.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -894275.875000 Penalty: 2643.854004
	Iteration 18Q: 3 clusters Score -894275.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -894369.312500 Penalty: 2643.854004
	Iteration 19Q: 3 clusters Score -894369.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -894438.500000 Penalty: 2643.854004
	Iteration 20F: 3 clusters Score -894438.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -894488.562500 Penalty: 2643.854004
	Iteration 21Q: 3 clusters Score -894488.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -894530.875000 Penalty: 2643.854004
	Iteration 22Q: 3 clusters Score -894530.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -894567.375000 Penalty: 2643.854004
	Iteration 23Q: 3 clusters Score -894567.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -894585.125000 Penalty: 2643.854004
	Iteration 24Q: 3 clusters Score -894585.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -894607.875000 Penalty: 2643.854004
	Iteration 25Q: 3 clusters Score -894607.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -894623.812500 Penalty: 2643.854004
	Iteration 26Q: 3 clusters Score -894623.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -894646.250000 Penalty: 2643.854004
	Iteration 27Q: 3 clusters Score -894646.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -894665.312500 Penalty: 2643.854004
	Iteration 28Q: 3 clusters Score -894665.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -894688.062500 Penalty: 2643.854004
	Iteration 29Q: 3 clusters Score -894688.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -894698.625000 Penalty: 2643.854004
	Iteration 30Q: 3 clusters Score -894698.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -894713.312500 Penalty: 2643.854004
	Iteration 31Q: 3 clusters Score -894713.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -894724.125000 Penalty: 2643.854004
	Iteration 32Q: 3 clusters Score -894724.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -894729.500000 Penalty: 2643.854004
	Iteration 33Q: 3 clusters Score -894729.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -894737.750000 Penalty: 2643.854004
	Iteration 34Q: 3 clusters Score -894737.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -894740.812500 Penalty: 2643.854004
	Iteration 35Q: 3 clusters Score -894740.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -894742.812500 Penalty: 2643.854004
	Iteration 36Q: 3 clusters Score -894742.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -894745.562500 Penalty: 2643.854004
	Iteration 37Q: 3 clusters Score -894745.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -894747.125000 Penalty: 2643.854004
	Iteration 38Q: 3 clusters Score -894747.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -894748.437500 Penalty: 2643.854004
	Iteration 39Q: 3 clusters Score -894748.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -894748.437500 Penalty: 2643.854004
	Iteration 40F: 3 clusters Score -894748.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -2469794.750000 Penalty: 1470.693481
	Iteration 0F: 2 clusters Score -2469795 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -2457046.500000 Penalty: 2941.386963
	Iteration 0F: 3 clusters Score -2457046 nChanged 8610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -2461553.500000 Penalty: 2941.386963
	Iteration 1F: 3 clusters Score -2461554 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -2461881.500000 Penalty: 2941.386963
	Iteration 2F: 3 clusters Score -2461882 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -2462134.000000 Penalty: 2941.386963
	Iteration 3Q: 3 clusters Score -2462134 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -2462308.000000 Penalty: 2941.386963
	Iteration 4Q: 3 clusters Score -2462308 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -2462464.500000 Penalty: 2941.386963
	Iteration 5Q: 3 clusters Score -2462464 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -2462604.750000 Penalty: 2941.386963
	Iteration 6Q: 3 clusters Score -2462605 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -2462724.250000 Penalty: 2941.386963
	Iteration 7Q: 3 clusters Score -2462724 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -2462873.000000 Penalty: 2941.386963
	Iteration 8Q: 3 clusters Score -2462873 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -2463069.000000 Penalty: 2941.386963
	Iteration 9Q: 3 clusters Score -2463069 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -2463312.000000 Penalty: 2941.386963
	Iteration 10Q: 3 clusters Score -2463312 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -2463660.750000 Penalty: 2941.386963
	Iteration 11Q: 3 clusters Score -2463661 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -2464156.000000 Penalty: 2941.386963
	Iteration 12Q: 3 clusters Score -2464156 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -2464827.750000 Penalty: 2941.386963
	Iteration 13F: 3 clusters Score -2464828 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -2465679.750000 Penalty: 2941.386963
	Iteration 14F: 3 clusters Score -2465680 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -2466543.500000 Penalty: 2941.386963
	Iteration 15F: 3 clusters Score -2466544 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -2467311.000000 Penalty: 2941.386963
	Iteration 16Q: 3 clusters Score -2467311 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -2467876.250000 Penalty: 2941.386963
	Iteration 17Q: 3 clusters Score -2467876 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2468181.750000 Penalty: 2941.386963
	Iteration 18Q: 3 clusters Score -2468182 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2468355.750000 Penalty: 2941.386963
	Iteration 19Q: 3 clusters Score -2468356 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2468474.000000 Penalty: 2941.386963
	Iteration 20F: 3 clusters Score -2468474 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2468552.000000 Penalty: 2941.386963
	Iteration 21Q: 3 clusters Score -2468552 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -2468604.000000 Penalty: 2941.386963
	Iteration 22Q: 3 clusters Score -2468604 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -2468634.250000 Penalty: 2941.386963
	Iteration 23Q: 3 clusters Score -2468634 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -2468656.250000 Penalty: 2941.386963
	Iteration 24Q: 3 clusters Score -2468656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -2468669.250000 Penalty: 2941.386963
	Iteration 25Q: 3 clusters Score -2468669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -2468673.750000 Penalty: 2941.386963
	Iteration 26Q: 3 clusters Score -2468674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -2468673.250000 Penalty: 2941.386963
	Iteration 27Q: 3 clusters Score -2468673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -2468674.000000 Penalty: 2941.386963
	Iteration 28Q: 3 clusters Score -2468674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -2468674.000000 Penalty: 2941.386963
	Iteration 29F: 3 clusters Score -2468674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Entering Unmasked Estep 
Score: -68655.625000 Penalty: 983.069580
	Iteration 0F: 2 clusters Score -68655.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -67569.960938 Penalty: 1966.139160
	Iteration 0F: 3 clusters Score -67569.96 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -67908.960938 Penalty: 1966.139160
	Iteration 1F: 3 clusters Score -67908.96 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -68271.640625 Penalty: 1966.139160
	Iteration 2F: 3 clusters Score -68271.64 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -68501.757812 Penalty: 1966.139160
	Iteration 3F: 3 clusters Score -68501.76 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -68653.484375 Penalty: 1966.139160
	Iteration 4F: 3 clusters Score -68653.48 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -68768.703125 Penalty: 1966.139160
	Iteration 5F: 3 clusters Score -68768.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -68829.406250 Penalty: 1966.139160
	Iteration 6Q: 3 clusters Score -68829.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -68868.000000 Penalty: 1966.139160
	Iteration 7Q: 3 clusters Score -68868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -68880.156250 Penalty: 1966.139160
	Iteration 8Q: 3 clusters Score -68880.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -68887.664062 Penalty: 1966.139160
	Iteration 9Q: 3 clusters Score -68887.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -68891.664062 Penalty: 1966.139160
	Iteration 10Q: 3 clusters Score -68891.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -68894.289062 Penalty: 1966.139160
	Iteration 11Q: 3 clusters Score -68894.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -68894.289062 Penalty: 1966.139160
	Iteration 12F: 3 clusters Score -68894.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40187 members 
Mstep: Class 5 contains 10102 members 
Mstep: Class 6 contains 38321 members 
Mstep: Class 7 contains 31928 members 
Mstep: Class 8 contains 4123 members 
Mstep: Class 9 contains 6919 members 
Mstep: Class 10 contains 8638 members 
Mstep: Class 11 contains 4846 members 
Mstep: Class 12 contains 21795 members 
Mstep: Class 13 contains 14997 members 
Mstep: Class 14 contains 11434 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3873 members 
Mstep: Class 17 contains 51546 members 
Mstep: Class 18 contains 36350 members 
Mstep: Class 19 contains 21942 members 
Mstep: Class 20 contains 7215 members 
Mstep: Class 21 contains 19608 members 
Mstep: Class 22 contains 554 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35693 members 
Mstep: Class 25 contains 13782 members 
Mstep: Class 26 contains 5739 members 
Mstep: Class 27 contains 52330 members 
Mstep: Class 28 contains 11108 members 
Mstep: Class 29 contains 67038 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16023 members 
Mstep: Class 33 contains 1183 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62438 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20404 members 
Mstep: Class 42 contains 9067 members 
Mstep: Class 43 contains 186 members 
Entering Unmasked Estep 
Score: -80993056.000000 Penalty: 85805.187500
Splitting cluster 22 changes total score from -80992736.000000 to -80993056.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 23 (135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Entering Unmasked Estep 
Score: -12916.958984 Penalty: 729.904907
	Iteration 0F: 2 clusters Score -12916.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -12507.128906 Penalty: 1459.809814
	Iteration 0F: 3 clusters Score -12507.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -12510.855469 Penalty: 1459.809814
	Iteration 1Q: 3 clusters Score -12510.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -12533.450195 Penalty: 1459.809814
	Iteration 2Q: 3 clusters Score -12533.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -12538.750000 Penalty: 1459.809814
	Iteration 3Q: 3 clusters Score -12538.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -12538.750000 Penalty: 1459.809814
	Iteration 4F: 3 clusters Score -12538.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (35693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35693 members 
Entering Unmasked Estep 
Score: -4513419.500000 Penalty: 1559.827271
	Iteration 0F: 2 clusters Score -4513420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -4490419.500000 Penalty: 3119.654541
	Iteration 0F: 3 clusters Score -4490420 nChanged 16040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
Score: -4499232.500000 Penalty: 3119.654541
	Iteration 1F: 3 clusters Score -4499232 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -4499797.500000 Penalty: 3119.654541
	Iteration 2Q: 3 clusters Score -4499798 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -4500361.000000 Penalty: 3119.654541
	Iteration 3Q: 3 clusters Score -4500361 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -4501022.500000 Penalty: 3119.654541
	Iteration 4Q: 3 clusters Score -4501022 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 23220 members 
Entering Unmasked Estep 
Score: -4501979.500000 Penalty: 3119.654541
	Iteration 5F: 3 clusters Score -4501980 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 25119 members 
Entering Unmasked Estep 
Score: -4503249.500000 Penalty: 3119.654541
	Iteration 6F: 3 clusters Score -4503250 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 27410 members 
Entering Unmasked Estep 
Score: -4504960.500000 Penalty: 3119.654541
	Iteration 7F: 3 clusters Score -4504960 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 29765 members 
Entering Unmasked Estep 
Score: -4506932.000000 Penalty: 3119.654541
	Iteration 8F: 3 clusters Score -4506932 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 31921 members 
Entering Unmasked Estep 
Score: -4508889.500000 Penalty: 3119.654541
	Iteration 9F: 3 clusters Score -4508890 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 33510 members 
Entering Unmasked Estep 
Score: -4510323.500000 Penalty: 3119.654541
	Iteration 10Q: 3 clusters Score -4510324 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 34471 members 
Entering Unmasked Estep 
Score: -4511171.500000 Penalty: 3119.654541
	Iteration 11Q: 3 clusters Score -4511172 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 34945 members 
Entering Unmasked Estep 
Score: -4511624.500000 Penalty: 3119.654541
	Iteration 12Q: 3 clusters Score -4511624 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 35171 members 
Entering Unmasked Estep 
Score: -4511838.000000 Penalty: 3119.654541
	Iteration 13Q: 3 clusters Score -4511838 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 35291 members 
Entering Unmasked Estep 
Score: -4511978.500000 Penalty: 3119.654541
	Iteration 14Q: 3 clusters Score -4511978 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 35348 members 
Entering Unmasked Estep 
Score: -4512043.000000 Penalty: 3119.654541
	Iteration 15Q: 3 clusters Score -4512043 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 35385 members 
Entering Unmasked Estep 
Score: -4512097.000000 Penalty: 3119.654541
	Iteration 16Q: 3 clusters Score -4512097 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 35406 members 
Entering Unmasked Estep 
Score: -4512123.000000 Penalty: 3119.654541
	Iteration 17Q: 3 clusters Score -4512123 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 35422 members 
Entering Unmasked Estep 
Score: -4512150.000000 Penalty: 3119.654541
	Iteration 18Q: 3 clusters Score -4512150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 35431 members 
Entering Unmasked Estep 
Score: -4512165.500000 Penalty: 3119.654541
	Iteration 19Q: 3 clusters Score -4512166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 35436 members 
Entering Unmasked Estep 
Score: -4512172.500000 Penalty: 3119.654541
	Iteration 20F: 3 clusters Score -4512172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 35438 members 
Entering Unmasked Estep 
Score: -4512176.500000 Penalty: 3119.654541
	Iteration 21Q: 3 clusters Score -4512176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 35440 members 
Entering Unmasked Estep 
Score: -4512176.500000 Penalty: 3119.654541
	Iteration 22Q: 3 clusters Score -4512176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 35441 members 
Entering Unmasked Estep 
Score: -4512180.000000 Penalty: 3119.654541
	Iteration 23Q: 3 clusters Score -4512180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 35442 members 
Entering Unmasked Estep 
Score: -4512188.000000 Penalty: 3119.654541
	Iteration 24Q: 3 clusters Score -4512188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 35444 members 
Entering Unmasked Estep 
Score: -4512191.500000 Penalty: 3119.654541
	Iteration 25Q: 3 clusters Score -4512192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 35448 members 
Entering Unmasked Estep 
Score: -4512200.000000 Penalty: 3119.654541
	Iteration 26Q: 3 clusters Score -4512200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 35449 members 
Entering Unmasked Estep 
Score: -4512201.500000 Penalty: 3119.654541
	Iteration 27Q: 3 clusters Score -4512202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 35452 members 
Entering Unmasked Estep 
Score: -4512205.500000 Penalty: 3119.654541
	Iteration 28Q: 3 clusters Score -4512206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 35453 members 
Entering Unmasked Estep 
Score: -4512204.500000 Penalty: 3119.654541
	Iteration 29Q: 3 clusters Score -4512204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 35453 members 
Entering Unmasked Estep 
Score: -4512204.500000 Penalty: 3119.654541
	Iteration 30F: 3 clusters Score -4512204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Entering Unmasked Estep 
Score: -1667206.875000 Penalty: 1418.230469
	Iteration 0F: 2 clusters Score -1667207 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1658074.250000 Penalty: 2836.460938
	Iteration 0F: 3 clusters Score -1658074 nChanged 5888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1661157.000000 Penalty: 2836.460938
	Iteration 1F: 3 clusters Score -1661157 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1661495.000000 Penalty: 2836.460938
	Iteration 2F: 3 clusters Score -1661495 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1661766.125000 Penalty: 2836.460938
	Iteration 3Q: 3 clusters Score -1661766 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1662012.750000 Penalty: 2836.460938
	Iteration 4Q: 3 clusters Score -1662013 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1662241.875000 Penalty: 2836.460938
	Iteration 5Q: 3 clusters Score -1662242 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1662458.625000 Penalty: 2836.460938
	Iteration 6Q: 3 clusters Score -1662459 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1662720.750000 Penalty: 2836.460938
	Iteration 7Q: 3 clusters Score -1662721 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1663007.625000 Penalty: 2836.460938
	Iteration 8Q: 3 clusters Score -1663008 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1663360.000000 Penalty: 2836.460938
	Iteration 9Q: 3 clusters Score -1663360 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -1663756.875000 Penalty: 2836.460938
	Iteration 10Q: 3 clusters Score -1663757 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1664214.375000 Penalty: 2836.460938
	Iteration 11Q: 3 clusters Score -1664214 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1664634.750000 Penalty: 2836.460938
	Iteration 12Q: 3 clusters Score -1664635 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1664975.750000 Penalty: 2836.460938
	Iteration 13Q: 3 clusters Score -1664976 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1665216.625000 Penalty: 2836.460938
	Iteration 14Q: 3 clusters Score -1665217 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1665391.500000 Penalty: 2836.460938
	Iteration 15Q: 3 clusters Score -1665392 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1665521.375000 Penalty: 2836.460938
	Iteration 16Q: 3 clusters Score -1665521 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1665615.500000 Penalty: 2836.460938
	Iteration 17Q: 3 clusters Score -1665616 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1665675.125000 Penalty: 2836.460938
	Iteration 18Q: 3 clusters Score -1665675 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1665731.750000 Penalty: 2836.460938
	Iteration 19Q: 3 clusters Score -1665732 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1665782.000000 Penalty: 2836.460938
	Iteration 20F: 3 clusters Score -1665782 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1665822.750000 Penalty: 2836.460938
	Iteration 21Q: 3 clusters Score -1665823 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1665863.625000 Penalty: 2836.460938
	Iteration 22Q: 3 clusters Score -1665864 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1665898.250000 Penalty: 2836.460938
	Iteration 23Q: 3 clusters Score -1665898 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1665946.750000 Penalty: 2836.460938
	Iteration 24Q: 3 clusters Score -1665947 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1665977.500000 Penalty: 2836.460938
	Iteration 25Q: 3 clusters Score -1665978 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1665997.250000 Penalty: 2836.460938
	Iteration 26Q: 3 clusters Score -1665997 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -1666020.500000 Penalty: 2836.460938
	Iteration 27Q: 3 clusters Score -1666020 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1666031.875000 Penalty: 2836.460938
	Iteration 28Q: 3 clusters Score -1666032 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1666043.625000 Penalty: 2836.460938
	Iteration 29Q: 3 clusters Score -1666044 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1666053.750000 Penalty: 2836.460938
	Iteration 30Q: 3 clusters Score -1666054 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1666058.625000 Penalty: 2836.460938
	Iteration 31Q: 3 clusters Score -1666059 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -1666070.250000 Penalty: 2836.460938
	Iteration 32Q: 3 clusters Score -1666070 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1666077.625000 Penalty: 2836.460938
	Iteration 33Q: 3 clusters Score -1666078 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1666079.875000 Penalty: 2836.460938
	Iteration 34Q: 3 clusters Score -1666080 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1666082.000000 Penalty: 2836.460938
	Iteration 35Q: 3 clusters Score -1666082 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -1666088.375000 Penalty: 2836.460938
	Iteration 36Q: 3 clusters Score -1666088 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -1666093.750000 Penalty: 2836.460938
	Iteration 37Q: 3 clusters Score -1666094 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1666096.125000 Penalty: 2836.460938
	Iteration 38Q: 3 clusters Score -1666096 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1666099.375000 Penalty: 2836.460938
	Iteration 39Q: 3 clusters Score -1666099 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -1666104.125000 Penalty: 2836.460938
	Iteration 40F: 3 clusters Score -1666104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1666105.375000 Penalty: 2836.460938
	Iteration 41Q: 3 clusters Score -1666105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1666103.125000 Penalty: 2836.460938
	Iteration 42Q: 3 clusters Score -1666103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1666104.625000 Penalty: 2836.460938
	Iteration 43Q: 3 clusters Score -1666105 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1666105.500000 Penalty: 2836.460938
	Iteration 44Q: 3 clusters Score -1666106 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1666112.125000 Penalty: 2836.460938
	Iteration 45Q: 3 clusters Score -1666112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1666113.500000 Penalty: 2836.460938
	Iteration 46Q: 3 clusters Score -1666114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1666109.000000 Penalty: 2836.460938
	Iteration 47Q: 3 clusters Score -1666109 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1666110.875000 Penalty: 2836.460938
	Iteration 48Q: 3 clusters Score -1666111 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1666114.125000 Penalty: 2836.460938
	Iteration 49Q: 3 clusters Score -1666114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1666111.875000 Penalty: 2836.460938
	Iteration 50Q: 3 clusters Score -1666112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1666113.000000 Penalty: 2836.460938
	Iteration 51Q: 3 clusters Score -1666113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1666118.125000 Penalty: 2836.460938
	Iteration 52Q: 3 clusters Score -1666118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1666113.875000 Penalty: 2836.460938
	Iteration 53Q: 3 clusters Score -1666114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1666119.000000 Penalty: 2836.460938
	Iteration 54Q: 3 clusters Score -1666119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1666115.750000 Penalty: 2836.460938
	Iteration 55Q: 3 clusters Score -1666116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1666115.750000 Penalty: 2836.460938
	Iteration 56F: 3 clusters Score -1666116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Entering Unmasked Estep 
Score: -668434.375000 Penalty: 1287.870117
	Iteration 0F: 2 clusters Score -668434.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -664265.000000 Penalty: 2575.740234
	Iteration 0F: 3 clusters Score -664265 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -665594.375000 Penalty: 2575.740234
	Iteration 1F: 3 clusters Score -665594.4 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -665876.562500 Penalty: 2575.740234
	Iteration 2F: 3 clusters Score -665876.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -666057.812500 Penalty: 2575.740234
	Iteration 3F: 3 clusters Score -666057.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -666198.000000 Penalty: 2575.740234
	Iteration 4Q: 3 clusters Score -666198 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -666314.500000 Penalty: 2575.740234
	Iteration 5Q: 3 clusters Score -666314.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -666423.937500 Penalty: 2575.740234
	Iteration 6Q: 3 clusters Score -666423.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -666522.437500 Penalty: 2575.740234
	Iteration 7Q: 3 clusters Score -666522.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -666615.687500 Penalty: 2575.740234
	Iteration 8Q: 3 clusters Score -666615.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -666715.687500 Penalty: 2575.740234
	Iteration 9Q: 3 clusters Score -666715.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -666786.562500 Penalty: 2575.740234
	Iteration 10Q: 3 clusters Score -666786.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -666865.187500 Penalty: 2575.740234
	Iteration 11Q: 3 clusters Score -666865.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -666943.187500 Penalty: 2575.740234
	Iteration 12Q: 3 clusters Score -666943.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -667029.812500 Penalty: 2575.740234
	Iteration 13Q: 3 clusters Score -667029.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -667138.062500 Penalty: 2575.740234
	Iteration 14Q: 3 clusters Score -667138.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -667246.937500 Penalty: 2575.740234
	Iteration 15Q: 3 clusters Score -667246.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -667375.625000 Penalty: 2575.740234
	Iteration 16Q: 3 clusters Score -667375.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -667475.062500 Penalty: 2575.740234
	Iteration 17Q: 3 clusters Score -667475.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -667544.062500 Penalty: 2575.740234
	Iteration 18Q: 3 clusters Score -667544.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -667606.875000 Penalty: 2575.740234
	Iteration 19Q: 3 clusters Score -667606.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -667663.312500 Penalty: 2575.740234
	Iteration 20F: 3 clusters Score -667663.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -667704.187500 Penalty: 2575.740234
	Iteration 21Q: 3 clusters Score -667704.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -667731.937500 Penalty: 2575.740234
	Iteration 22Q: 3 clusters Score -667731.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -667756.875000 Penalty: 2575.740234
	Iteration 23Q: 3 clusters Score -667756.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -667774.687500 Penalty: 2575.740234
	Iteration 24Q: 3 clusters Score -667774.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -667790.875000 Penalty: 2575.740234
	Iteration 25Q: 3 clusters Score -667790.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -667808.250000 Penalty: 2575.740234
	Iteration 26Q: 3 clusters Score -667808.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -667829.937500 Penalty: 2575.740234
	Iteration 27Q: 3 clusters Score -667829.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -667847.625000 Penalty: 2575.740234
	Iteration 28Q: 3 clusters Score -667847.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -667858.125000 Penalty: 2575.740234
	Iteration 29Q: 3 clusters Score -667858.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -667866.625000 Penalty: 2575.740234
	Iteration 30Q: 3 clusters Score -667866.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -667871.312500 Penalty: 2575.740234
	Iteration 31Q: 3 clusters Score -667871.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -667875.000000 Penalty: 2575.740234
	Iteration 32Q: 3 clusters Score -667875 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -667880.812500 Penalty: 2575.740234
	Iteration 33Q: 3 clusters Score -667880.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -667887.562500 Penalty: 2575.740234
	Iteration 34Q: 3 clusters Score -667887.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -667890.437500 Penalty: 2575.740234
	Iteration 35Q: 3 clusters Score -667890.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -667893.937500 Penalty: 2575.740234
	Iteration 36Q: 3 clusters Score -667893.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -667895.750000 Penalty: 2575.740234
	Iteration 37Q: 3 clusters Score -667895.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -667897.062500 Penalty: 2575.740234
	Iteration 38Q: 3 clusters Score -667897.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -667897.500000 Penalty: 2575.740234
	Iteration 39Q: 3 clusters Score -667897.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -667897.125000 Penalty: 2575.740234
	Iteration 40F: 3 clusters Score -667897.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (52330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52330 members 
Entering Unmasked Estep 
Score: -6666497.500000 Penalty: 1616.760376
	Iteration 0F: 2 clusters Score -6666498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26158 members 
Mstep: Class 2 contains 26172 members 
Entering Unmasked Estep 
Score: -6633453.500000 Penalty: 3233.520752
	Iteration 0F: 3 clusters Score -6633454 nChanged 24074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26112 members 
Mstep: Class 2 contains 26218 members 
Entering Unmasked Estep 
Score: -6646632.000000 Penalty: 3233.520752
	Iteration 1F: 3 clusters Score -6646632 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26207 members 
Mstep: Class 2 contains 26123 members 
Entering Unmasked Estep 
Score: -6647097.500000 Penalty: 3233.520752
	Iteration 2Q: 3 clusters Score -6647098 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26294 members 
Mstep: Class 2 contains 26036 members 
Entering Unmasked Estep 
Score: -6647554.500000 Penalty: 3233.520752
	Iteration 3Q: 3 clusters Score -6647554 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26366 members 
Mstep: Class 2 contains 25964 members 
Entering Unmasked Estep 
Score: -6647922.000000 Penalty: 3233.520752
	Iteration 4Q: 3 clusters Score -6647922 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26447 members 
Mstep: Class 2 contains 25883 members 
Entering Unmasked Estep 
Score: -6648241.500000 Penalty: 3233.520752
	Iteration 5Q: 3 clusters Score -6648242 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26570 members 
Mstep: Class 2 contains 25760 members 
Entering Unmasked Estep 
Score: -6648582.500000 Penalty: 3233.520752
	Iteration 6Q: 3 clusters Score -6648582 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26758 members 
Mstep: Class 2 contains 25572 members 
Entering Unmasked Estep 
Score: -6648993.000000 Penalty: 3233.520752
	Iteration 7Q: 3 clusters Score -6648993 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26936 members 
Mstep: Class 2 contains 25394 members 
Entering Unmasked Estep 
Score: -6649403.000000 Penalty: 3233.520752
	Iteration 8Q: 3 clusters Score -6649403 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27225 members 
Mstep: Class 2 contains 25105 members 
Entering Unmasked Estep 
Score: -6649864.000000 Penalty: 3233.520752
	Iteration 9Q: 3 clusters Score -6649864 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27592 members 
Mstep: Class 2 contains 24738 members 
Entering Unmasked Estep 
Score: -6650422.500000 Penalty: 3233.520752
	Iteration 10Q: 3 clusters Score -6650422 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28021 members 
Mstep: Class 2 contains 24309 members 
Entering Unmasked Estep 
Score: -6651086.500000 Penalty: 3233.520752
	Iteration 11Q: 3 clusters Score -6651086 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28593 members 
Mstep: Class 2 contains 23737 members 
Entering Unmasked Estep 
Score: -6651753.500000 Penalty: 3233.520752
	Iteration 12Q: 3 clusters Score -6651754 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29305 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
Score: -6652539.500000 Penalty: 3233.520752
	Iteration 13Q: 3 clusters Score -6652540 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30130 members 
Mstep: Class 2 contains 22200 members 
Entering Unmasked Estep 
Score: -6653371.500000 Penalty: 3233.520752
	Iteration 14Q: 3 clusters Score -6653372 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31024 members 
Mstep: Class 2 contains 21306 members 
Entering Unmasked Estep 
Score: -6654345.000000 Penalty: 3233.520752
	Iteration 15Q: 3 clusters Score -6654345 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31961 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
Score: -6655463.000000 Penalty: 3233.520752
	Iteration 16Q: 3 clusters Score -6655463 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32932 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -6656761.500000 Penalty: 3233.520752
	Iteration 17Q: 3 clusters Score -6656762 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33882 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -6658050.500000 Penalty: 3233.520752
	Iteration 18Q: 3 clusters Score -6658050 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34706 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -6658824.000000 Penalty: 3233.520752
	Iteration 19Q: 3 clusters Score -6658824 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35505 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -6659316.500000 Penalty: 3233.520752
	Iteration 20F: 3 clusters Score -6659316 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36313 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -6659715.000000 Penalty: 3233.520752
	Iteration 21Q: 3 clusters Score -6659715 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37159 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -6660065.000000 Penalty: 3233.520752
	Iteration 22Q: 3 clusters Score -6660065 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38092 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -6660509.500000 Penalty: 3233.520752
	Iteration 23Q: 3 clusters Score -6660510 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39023 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -6660889.500000 Penalty: 3233.520752
	Iteration 24Q: 3 clusters Score -6660890 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39950 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -6661267.000000 Penalty: 3233.520752
	Iteration 25Q: 3 clusters Score -6661267 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40834 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -6661628.500000 Penalty: 3233.520752
	Iteration 26Q: 3 clusters Score -6661628 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41672 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -6662004.000000 Penalty: 3233.520752
	Iteration 27Q: 3 clusters Score -6662004 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42450 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -6662322.000000 Penalty: 3233.520752
	Iteration 28Q: 3 clusters Score -6662322 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43205 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -6662622.500000 Penalty: 3233.520752
	Iteration 29Q: 3 clusters Score -6662622 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43872 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -6662833.500000 Penalty: 3233.520752
	Iteration 30Q: 3 clusters Score -6662834 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44478 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -6663070.500000 Penalty: 3233.520752
	Iteration 31Q: 3 clusters Score -6663070 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45091 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -6663293.500000 Penalty: 3233.520752
	Iteration 32Q: 3 clusters Score -6663294 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45681 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -6663490.000000 Penalty: 3233.520752
	Iteration 33Q: 3 clusters Score -6663490 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46211 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -6663665.000000 Penalty: 3233.520752
	Iteration 34Q: 3 clusters Score -6663665 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46674 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -6663825.500000 Penalty: 3233.520752
	Iteration 35Q: 3 clusters Score -6663826 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47120 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -6664013.500000 Penalty: 3233.520752
	Iteration 36Q: 3 clusters Score -6664014 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47533 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -6664178.500000 Penalty: 3233.520752
	Iteration 37Q: 3 clusters Score -6664178 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47882 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -6664285.000000 Penalty: 3233.520752
	Iteration 38Q: 3 clusters Score -6664285 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48189 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -6664372.000000 Penalty: 3233.520752
	Iteration 39Q: 3 clusters Score -6664372 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48464 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -6664474.500000 Penalty: 3233.520752
	Iteration 40F: 3 clusters Score -6664474 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48732 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -6664583.500000 Penalty: 3233.520752
	Iteration 41Q: 3 clusters Score -6664584 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48950 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -6664658.500000 Penalty: 3233.520752
	Iteration 42Q: 3 clusters Score -6664658 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49134 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -6664702.000000 Penalty: 3233.520752
	Iteration 43Q: 3 clusters Score -6664702 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49305 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -6664754.500000 Penalty: 3233.520752
	Iteration 44Q: 3 clusters Score -6664754 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49459 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -6664775.000000 Penalty: 3233.520752
	Iteration 45Q: 3 clusters Score -6664775 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49587 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -6664817.500000 Penalty: 3233.520752
	Iteration 46Q: 3 clusters Score -6664818 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49713 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -6664848.000000 Penalty: 3233.520752
	Iteration 47Q: 3 clusters Score -6664848 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49826 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -6664862.000000 Penalty: 3233.520752
	Iteration 48Q: 3 clusters Score -6664862 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49944 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -6664904.500000 Penalty: 3233.520752
	Iteration 49Q: 3 clusters Score -6664904 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50059 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -6664939.000000 Penalty: 3233.520752
	Iteration 50Q: 3 clusters Score -6664939 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50157 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -6664996.500000 Penalty: 3233.520752
	Iteration 51Q: 3 clusters Score -6664996 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50260 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -6665047.500000 Penalty: 3233.520752
	Iteration 52Q: 3 clusters Score -6665048 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50337 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -6665076.000000 Penalty: 3233.520752
	Iteration 53Q: 3 clusters Score -6665076 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50396 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -6665117.000000 Penalty: 3233.520752
	Iteration 54Q: 3 clusters Score -6665117 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50463 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -6665122.500000 Penalty: 3233.520752
	Iteration 55Q: 3 clusters Score -6665122 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50512 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -6665146.000000 Penalty: 3233.520752
	Iteration 56Q: 3 clusters Score -6665146 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50550 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -6665156.500000 Penalty: 3233.520752
	Iteration 57Q: 3 clusters Score -6665156 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50584 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -6665173.000000 Penalty: 3233.520752
	Iteration 58Q: 3 clusters Score -6665173 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50631 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -6665183.000000 Penalty: 3233.520752
	Iteration 59Q: 3 clusters Score -6665183 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50673 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -6665179.000000 Penalty: 3233.520752
	Iteration 60F: 3 clusters Score -6665179 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50721 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -6665186.500000 Penalty: 3233.520752
	Iteration 61Q: 3 clusters Score -6665186 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50762 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -6665211.000000 Penalty: 3233.520752
	Iteration 62Q: 3 clusters Score -6665211 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50800 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -6665208.000000 Penalty: 3233.520752
	Iteration 63Q: 3 clusters Score -6665208 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50844 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -6665226.000000 Penalty: 3233.520752
	Iteration 64Q: 3 clusters Score -6665226 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50874 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -6665232.000000 Penalty: 3233.520752
	Iteration 65Q: 3 clusters Score -6665232 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50899 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -6665243.500000 Penalty: 3233.520752
	Iteration 66Q: 3 clusters Score -6665244 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50930 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -6665250.500000 Penalty: 3233.520752
	Iteration 67Q: 3 clusters Score -6665250 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50955 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -6665249.500000 Penalty: 3233.520752
	Iteration 68Q: 3 clusters Score -6665250 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50970 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -6665254.000000 Penalty: 3233.520752
	Iteration 69Q: 3 clusters Score -6665254 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50985 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -6665263.500000 Penalty: 3233.520752
	Iteration 70Q: 3 clusters Score -6665264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50996 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -6665259.500000 Penalty: 3233.520752
	Iteration 71Q: 3 clusters Score -6665260 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51009 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -6665263.500000 Penalty: 3233.520752
	Iteration 72Q: 3 clusters Score -6665264 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51026 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -6665277.000000 Penalty: 3233.520752
	Iteration 73Q: 3 clusters Score -6665277 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51047 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -6665282.500000 Penalty: 3233.520752
	Iteration 74Q: 3 clusters Score -6665282 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51062 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -6665301.000000 Penalty: 3233.520752
	Iteration 75Q: 3 clusters Score -6665301 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51081 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -6665294.000000 Penalty: 3233.520752
	Iteration 76Q: 3 clusters Score -6665294 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51100 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -6665291.000000 Penalty: 3233.520752
	Iteration 77Q: 3 clusters Score -6665291 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51118 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -6665299.000000 Penalty: 3233.520752
	Iteration 78Q: 3 clusters Score -6665299 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51136 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -6665307.000000 Penalty: 3233.520752
	Iteration 79Q: 3 clusters Score -6665307 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51153 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -6665310.000000 Penalty: 3233.520752
	Iteration 80F: 3 clusters Score -6665310 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51176 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -6665317.000000 Penalty: 3233.520752
	Iteration 81Q: 3 clusters Score -6665317 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51186 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -6665327.500000 Penalty: 3233.520752
	Iteration 82Q: 3 clusters Score -6665328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51194 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -6665326.500000 Penalty: 3233.520752
	Iteration 83Q: 3 clusters Score -6665326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51200 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -6665322.500000 Penalty: 3233.520752
	Iteration 84Q: 3 clusters Score -6665322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51208 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -6665321.500000 Penalty: 3233.520752
	Iteration 85Q: 3 clusters Score -6665322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51212 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -6665323.500000 Penalty: 3233.520752
	Iteration 86Q: 3 clusters Score -6665324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51212 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -6665323.500000 Penalty: 3233.520752
	Iteration 87F: 3 clusters Score -6665324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (11108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Entering Unmasked Estep 
Score: -1399353.500000 Penalty: 1386.134644
	Iteration 0F: 2 clusters Score -1399354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1391919.125000 Penalty: 2772.269287
	Iteration 0F: 3 clusters Score -1391919 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1394304.125000 Penalty: 2772.269287
	Iteration 1F: 3 clusters Score -1394304 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1394588.750000 Penalty: 2772.269287
	Iteration 2F: 3 clusters Score -1394589 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1394797.375000 Penalty: 2772.269287
	Iteration 3Q: 3 clusters Score -1394797 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1394941.250000 Penalty: 2772.269287
	Iteration 4Q: 3 clusters Score -1394941 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1395059.375000 Penalty: 2772.269287
	Iteration 5Q: 3 clusters Score -1395059 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1395137.875000 Penalty: 2772.269287
	Iteration 6Q: 3 clusters Score -1395138 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1395198.375000 Penalty: 2772.269287
	Iteration 7Q: 3 clusters Score -1395198 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1395253.750000 Penalty: 2772.269287
	Iteration 8Q: 3 clusters Score -1395254 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1395303.875000 Penalty: 2772.269287
	Iteration 9Q: 3 clusters Score -1395304 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1395355.250000 Penalty: 2772.269287
	Iteration 10Q: 3 clusters Score -1395355 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1395408.750000 Penalty: 2772.269287
	Iteration 11Q: 3 clusters Score -1395409 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1395469.000000 Penalty: 2772.269287
	Iteration 12Q: 3 clusters Score -1395469 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1395527.750000 Penalty: 2772.269287
	Iteration 13Q: 3 clusters Score -1395528 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1395599.125000 Penalty: 2772.269287
	Iteration 14Q: 3 clusters Score -1395599 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1395693.125000 Penalty: 2772.269287
	Iteration 15Q: 3 clusters Score -1395693 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1395821.750000 Penalty: 2772.269287
	Iteration 16Q: 3 clusters Score -1395822 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1395990.000000 Penalty: 2772.269287
	Iteration 17Q: 3 clusters Score -1395990 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1396200.625000 Penalty: 2772.269287
	Iteration 18Q: 3 clusters Score -1396201 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1396444.875000 Penalty: 2772.269287
	Iteration 19Q: 3 clusters Score -1396445 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1396732.625000 Penalty: 2772.269287
	Iteration 20F: 3 clusters Score -1396733 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -1397028.375000 Penalty: 2772.269287
	Iteration 21Q: 3 clusters Score -1397028 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1397282.875000 Penalty: 2772.269287
	Iteration 22Q: 3 clusters Score -1397283 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1397501.750000 Penalty: 2772.269287
	Iteration 23Q: 3 clusters Score -1397502 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1397745.375000 Penalty: 2772.269287
	Iteration 24Q: 3 clusters Score -1397745 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -1397911.375000 Penalty: 2772.269287
	Iteration 25Q: 3 clusters Score -1397911 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -1398027.500000 Penalty: 2772.269287
	Iteration 26Q: 3 clusters Score -1398028 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1398089.500000 Penalty: 2772.269287
	Iteration 27Q: 3 clusters Score -1398090 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1398142.875000 Penalty: 2772.269287
	Iteration 28Q: 3 clusters Score -1398143 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -1398178.500000 Penalty: 2772.269287
	Iteration 29Q: 3 clusters Score -1398178 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -1398211.375000 Penalty: 2772.269287
	Iteration 30Q: 3 clusters Score -1398211 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1398222.875000 Penalty: 2772.269287
	Iteration 31Q: 3 clusters Score -1398223 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -1398238.250000 Penalty: 2772.269287
	Iteration 32Q: 3 clusters Score -1398238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -1398248.750000 Penalty: 2772.269287
	Iteration 33Q: 3 clusters Score -1398249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1398257.125000 Penalty: 2772.269287
	Iteration 34Q: 3 clusters Score -1398257 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -1398266.500000 Penalty: 2772.269287
	Iteration 35Q: 3 clusters Score -1398266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -1398275.625000 Penalty: 2772.269287
	Iteration 36Q: 3 clusters Score -1398276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1398283.625000 Penalty: 2772.269287
	Iteration 37Q: 3 clusters Score -1398284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1398288.500000 Penalty: 2772.269287
	Iteration 38Q: 3 clusters Score -1398288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -1398298.750000 Penalty: 2772.269287
	Iteration 39Q: 3 clusters Score -1398299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -1398300.500000 Penalty: 2772.269287
	Iteration 40F: 3 clusters Score -1398300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1398303.875000 Penalty: 2772.269287
	Iteration 41Q: 3 clusters Score -1398304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -1398305.250000 Penalty: 2772.269287
	Iteration 42Q: 3 clusters Score -1398305 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -1398305.250000 Penalty: 2772.269287
	Iteration 43F: 3 clusters Score -1398305 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (67038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67038 members 
Entering Unmasked Estep 
Score: -8449522.000000 Penalty: 1653.616699
	Iteration 0F: 2 clusters Score -8449522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33679 members 
Mstep: Class 2 contains 33359 members 
Entering Unmasked Estep 
Score: -8408427.000000 Penalty: 3307.233398
	Iteration 0F: 3 clusters Score -8408427 nChanged 31400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35741 members 
Mstep: Class 2 contains 31297 members 
Entering Unmasked Estep 
Score: -8426235.000000 Penalty: 3307.233398
	Iteration 1F: 3 clusters Score -8426235 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37184 members 
Mstep: Class 2 contains 29854 members 
Entering Unmasked Estep 
Score: -8427537.000000 Penalty: 3307.233398
	Iteration 2Q: 3 clusters Score -8427537 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39410 members 
Mstep: Class 2 contains 27628 members 
Entering Unmasked Estep 
Score: -8429267.000000 Penalty: 3307.233398
	Iteration 3F: 3 clusters Score -8429267 nChanged 4399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42405 members 
Mstep: Class 2 contains 24633 members 
Entering Unmasked Estep 
Score: -8431755.000000 Penalty: 3307.233398
	Iteration 4F: 3 clusters Score -8431755 nChanged 5043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46018 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -8434965.000000 Penalty: 3307.233398
	Iteration 5F: 3 clusters Score -8434965 nChanged 4844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49628 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -8437985.000000 Penalty: 3307.233398
	Iteration 6F: 3 clusters Score -8437985 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52931 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -8440638.000000 Penalty: 3307.233398
	Iteration 7F: 3 clusters Score -8440638 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55723 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -8442485.000000 Penalty: 3307.233398
	Iteration 8Q: 3 clusters Score -8442485 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58069 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -8443908.000000 Penalty: 3307.233398
	Iteration 9Q: 3 clusters Score -8443908 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60072 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -8445003.000000 Penalty: 3307.233398
	Iteration 10Q: 3 clusters Score -8445003 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61689 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -8445855.000000 Penalty: 3307.233398
	Iteration 11Q: 3 clusters Score -8445855 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62962 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -8446549.000000 Penalty: 3307.233398
	Iteration 12Q: 3 clusters Score -8446549 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63924 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -8447107.000000 Penalty: 3307.233398
	Iteration 13Q: 3 clusters Score -8447107 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64592 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -8447422.000000 Penalty: 3307.233398
	Iteration 14Q: 3 clusters Score -8447422 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65078 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -8447676.000000 Penalty: 3307.233398
	Iteration 15Q: 3 clusters Score -8447676 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65390 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -8447836.000000 Penalty: 3307.233398
	Iteration 16Q: 3 clusters Score -8447836 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65628 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -8447911.000000 Penalty: 3307.233398
	Iteration 17Q: 3 clusters Score -8447911 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65800 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -8448012.000000 Penalty: 3307.233398
	Iteration 18Q: 3 clusters Score -8448012 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65924 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -8448070.000000 Penalty: 3307.233398
	Iteration 19Q: 3 clusters Score -8448070 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66009 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -8448101.000000 Penalty: 3307.233398
	Iteration 20F: 3 clusters Score -8448101 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66079 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -8448140.000000 Penalty: 3307.233398
	Iteration 21Q: 3 clusters Score -8448140 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66125 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -8448180.000000 Penalty: 3307.233398
	Iteration 22Q: 3 clusters Score -8448180 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66169 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -8448209.000000 Penalty: 3307.233398
	Iteration 23Q: 3 clusters Score -8448209 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66203 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -8448209.000000 Penalty: 3307.233398
	Iteration 24Q: 3 clusters Score -8448209 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66223 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -8448221.000000 Penalty: 3307.233398
	Iteration 25Q: 3 clusters Score -8448221 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66238 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -8448240.000000 Penalty: 3307.233398
	Iteration 26Q: 3 clusters Score -8448240 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66251 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -8448256.000000 Penalty: 3307.233398
	Iteration 27Q: 3 clusters Score -8448256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66258 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -8448248.000000 Penalty: 3307.233398
	Iteration 28Q: 3 clusters Score -8448248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66258 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -8448239.000000 Penalty: 3307.233398
	Iteration 29Q: 3 clusters Score -8448239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66258 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -8448243.000000 Penalty: 3307.233398
	Iteration 30Q: 3 clusters Score -8448243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66258 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -8448243.000000 Penalty: 3307.233398
	Iteration 31F: 3 clusters Score -8448243 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Entering Unmasked Estep 
Score: -25768.478516 Penalty: 894.476562
	Iteration 0F: 2 clusters Score -25768.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -25058.896484 Penalty: 1788.953125
	Iteration 0F: 3 clusters Score -25058.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -25379.279297 Penalty: 1788.953125
	Iteration 1F: 3 clusters Score -25379.28 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -25552.884766 Penalty: 1788.953125
	Iteration 2F: 3 clusters Score -25552.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -25648.287109 Penalty: 1788.953125
	Iteration 3Q: 3 clusters Score -25648.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -25711.613281 Penalty: 1788.953125
	Iteration 4Q: 3 clusters Score -25711.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -25740.087891 Penalty: 1788.953125
	Iteration 5Q: 3 clusters Score -25740.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -25779.568359 Penalty: 1788.953125
	Iteration 6Q: 3 clusters Score -25779.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -25820.445312 Penalty: 1788.953125
	Iteration 7Q: 3 clusters Score -25820.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -25840.216797 Penalty: 1788.953125
	Iteration 8Q: 3 clusters Score -25840.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -25855.960938 Penalty: 1788.953125
	Iteration 9Q: 3 clusters Score -25855.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -25858.042969 Penalty: 1788.953125
	Iteration 10Q: 3 clusters Score -25858.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -25858.042969 Penalty: 1788.953125
	Iteration 11F: 3 clusters Score -25858.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40187 members 
Mstep: Class 5 contains 10102 members 
Mstep: Class 6 contains 38321 members 
Mstep: Class 7 contains 31928 members 
Mstep: Class 8 contains 4123 members 
Mstep: Class 9 contains 6919 members 
Mstep: Class 10 contains 8638 members 
Mstep: Class 11 contains 4846 members 
Mstep: Class 12 contains 21795 members 
Mstep: Class 13 contains 14997 members 
Mstep: Class 14 contains 11434 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3873 members 
Mstep: Class 17 contains 51546 members 
Mstep: Class 18 contains 36350 members 
Mstep: Class 19 contains 21942 members 
Mstep: Class 20 contains 7215 members 
Mstep: Class 21 contains 19608 members 
Mstep: Class 22 contains 554 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35693 members 
Mstep: Class 25 contains 13782 members 
Mstep: Class 26 contains 5739 members 
Mstep: Class 27 contains 52330 members 
Mstep: Class 28 contains 11108 members 
Mstep: Class 29 contains 67038 members 
Mstep: Class 30 contains 197 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16023 members 
Mstep: Class 33 contains 1183 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62438 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20404 members 
Mstep: Class 42 contains 9067 members 
Mstep: Class 43 contains 186 members 
Mstep: Class 44 contains 211 members 
Entering Unmasked Estep 
Score: -80992008.000000 Penalty: 87800.648438
Splitting cluster 30 changes total score from -80992736.000000 to -80992008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Entering Unmasked Estep 
Score: -43557.585938 Penalty: 887.380615
	Iteration 0F: 2 clusters Score -43557.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -42723.269531 Penalty: 1774.761230
	Iteration 0F: 3 clusters Score -42723.27 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -42853.394531 Penalty: 1774.761230
	Iteration 1F: 3 clusters Score -42853.39 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -42919.664062 Penalty: 1774.761230
	Iteration 2F: 3 clusters Score -42919.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -42995.609375 Penalty: 1774.761230
	Iteration 3Q: 3 clusters Score -42995.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -43121.992188 Penalty: 1774.761230
	Iteration 4Q: 3 clusters Score -43121.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -43200.347656 Penalty: 1774.761230
	Iteration 5Q: 3 clusters Score -43200.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -43228.972656 Penalty: 1774.761230
	Iteration 6Q: 3 clusters Score -43228.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -43235.515625 Penalty: 1774.761230
	Iteration 7Q: 3 clusters Score -43235.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -43240.343750 Penalty: 1774.761230
	Iteration 8Q: 3 clusters Score -43240.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -43253.035156 Penalty: 1774.761230
	Iteration 9Q: 3 clusters Score -43253.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -43267.058594 Penalty: 1774.761230
	Iteration 10Q: 3 clusters Score -43267.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -43273.898438 Penalty: 1774.761230
	Iteration 11Q: 3 clusters Score -43273.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -43285.281250 Penalty: 1774.761230
	Iteration 12Q: 3 clusters Score -43285.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -43289.488281 Penalty: 1774.761230
	Iteration 13Q: 3 clusters Score -43289.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -43291.429688 Penalty: 1774.761230
	Iteration 14Q: 3 clusters Score -43291.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -43291.429688 Penalty: 1774.761230
	Iteration 15F: 3 clusters Score -43291.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (16023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Entering Unmasked Estep 
Score: -2027267.125000 Penalty: 1440.649048
	Iteration 0F: 2 clusters Score -2027267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -2016744.750000 Penalty: 2881.298096
	Iteration 0F: 3 clusters Score -2016745 nChanged 6973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -2020321.875000 Penalty: 2881.298096
	Iteration 1F: 3 clusters Score -2020322 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -2020680.500000 Penalty: 2881.298096
	Iteration 2F: 3 clusters Score -2020680 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -2020968.000000 Penalty: 2881.298096
	Iteration 3Q: 3 clusters Score -2020968 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -2021254.500000 Penalty: 2881.298096
	Iteration 4Q: 3 clusters Score -2021254 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -2021565.000000 Penalty: 2881.298096
	Iteration 5Q: 3 clusters Score -2021565 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -2021930.375000 Penalty: 2881.298096
	Iteration 6Q: 3 clusters Score -2021930 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -2022359.625000 Penalty: 2881.298096
	Iteration 7Q: 3 clusters Score -2022360 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -2022853.125000 Penalty: 2881.298096
	Iteration 8F: 3 clusters Score -2022853 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -2023387.625000 Penalty: 2881.298096
	Iteration 9F: 3 clusters Score -2023388 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -2023910.000000 Penalty: 2881.298096
	Iteration 10Q: 3 clusters Score -2023910 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -2024386.625000 Penalty: 2881.298096
	Iteration 11Q: 3 clusters Score -2024387 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -2024815.875000 Penalty: 2881.298096
	Iteration 12Q: 3 clusters Score -2024816 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -2025074.875000 Penalty: 2881.298096
	Iteration 13Q: 3 clusters Score -2025075 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -2025222.500000 Penalty: 2881.298096
	Iteration 14Q: 3 clusters Score -2025222 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -2025315.875000 Penalty: 2881.298096
	Iteration 15Q: 3 clusters Score -2025316 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -2025377.250000 Penalty: 2881.298096
	Iteration 16Q: 3 clusters Score -2025377 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -2025434.625000 Penalty: 2881.298096
	Iteration 17Q: 3 clusters Score -2025435 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -2025472.625000 Penalty: 2881.298096
	Iteration 18Q: 3 clusters Score -2025473 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -2025512.625000 Penalty: 2881.298096
	Iteration 19Q: 3 clusters Score -2025513 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -2025548.875000 Penalty: 2881.298096
	Iteration 20F: 3 clusters Score -2025549 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -2025575.250000 Penalty: 2881.298096
	Iteration 21Q: 3 clusters Score -2025575 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -2025594.375000 Penalty: 2881.298096
	Iteration 22Q: 3 clusters Score -2025594 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -2025621.000000 Penalty: 2881.298096
	Iteration 23Q: 3 clusters Score -2025621 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -2025641.625000 Penalty: 2881.298096
	Iteration 24Q: 3 clusters Score -2025642 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -2025652.000000 Penalty: 2881.298096
	Iteration 25Q: 3 clusters Score -2025652 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -2025679.125000 Penalty: 2881.298096
	Iteration 26Q: 3 clusters Score -2025679 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -2025685.875000 Penalty: 2881.298096
	Iteration 27Q: 3 clusters Score -2025686 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -2025691.125000 Penalty: 2881.298096
	Iteration 28Q: 3 clusters Score -2025691 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -2025703.625000 Penalty: 2881.298096
	Iteration 29Q: 3 clusters Score -2025704 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -2025711.375000 Penalty: 2881.298096
	Iteration 30Q: 3 clusters Score -2025711 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -2025714.625000 Penalty: 2881.298096
	Iteration 31Q: 3 clusters Score -2025715 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -2025727.875000 Penalty: 2881.298096
	Iteration 32Q: 3 clusters Score -2025728 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -2025730.750000 Penalty: 2881.298096
	Iteration 33Q: 3 clusters Score -2025731 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -2025731.125000 Penalty: 2881.298096
	Iteration 34Q: 3 clusters Score -2025731 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -2025734.000000 Penalty: 2881.298096
	Iteration 35Q: 3 clusters Score -2025734 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -2025740.375000 Penalty: 2881.298096
	Iteration 36Q: 3 clusters Score -2025740 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -2025743.500000 Penalty: 2881.298096
	Iteration 37Q: 3 clusters Score -2025744 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -2025744.250000 Penalty: 2881.298096
	Iteration 38Q: 3 clusters Score -2025744 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -2025752.000000 Penalty: 2881.298096
	Iteration 39Q: 3 clusters Score -2025752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -2025763.875000 Penalty: 2881.298096
	Iteration 40F: 3 clusters Score -2025764 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -2025766.375000 Penalty: 2881.298096
	Iteration 41Q: 3 clusters Score -2025766 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -2025768.125000 Penalty: 2881.298096
	Iteration 42Q: 3 clusters Score -2025768 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -2025770.125000 Penalty: 2881.298096
	Iteration 43Q: 3 clusters Score -2025770 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -2025768.375000 Penalty: 2881.298096
	Iteration 44Q: 3 clusters Score -2025768 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -2025771.875000 Penalty: 2881.298096
	Iteration 45Q: 3 clusters Score -2025772 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -2025781.375000 Penalty: 2881.298096
	Iteration 46Q: 3 clusters Score -2025781 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -2025788.875000 Penalty: 2881.298096
	Iteration 47Q: 3 clusters Score -2025789 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -2025796.250000 Penalty: 2881.298096
	Iteration 48Q: 3 clusters Score -2025796 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -2025801.875000 Penalty: 2881.298096
	Iteration 49Q: 3 clusters Score -2025802 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -2025803.000000 Penalty: 2881.298096
	Iteration 50Q: 3 clusters Score -2025803 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -2025817.625000 Penalty: 2881.298096
	Iteration 51Q: 3 clusters Score -2025818 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -2025824.375000 Penalty: 2881.298096
	Iteration 52Q: 3 clusters Score -2025824 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -2025829.000000 Penalty: 2881.298096
	Iteration 53Q: 3 clusters Score -2025829 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -2025835.250000 Penalty: 2881.298096
	Iteration 54Q: 3 clusters Score -2025835 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -2025839.875000 Penalty: 2881.298096
	Iteration 55Q: 3 clusters Score -2025840 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -2025845.000000 Penalty: 2881.298096
	Iteration 56Q: 3 clusters Score -2025845 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -2025846.250000 Penalty: 2881.298096
	Iteration 57Q: 3 clusters Score -2025846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -2025847.875000 Penalty: 2881.298096
	Iteration 58Q: 3 clusters Score -2025848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -2025845.250000 Penalty: 2881.298096
	Iteration 59Q: 3 clusters Score -2025845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -2025848.375000 Penalty: 2881.298096
	Iteration 60F: 3 clusters Score -2025848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -2025849.250000 Penalty: 2881.298096
	Iteration 61Q: 3 clusters Score -2025849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -2025848.125000 Penalty: 2881.298096
	Iteration 62Q: 3 clusters Score -2025848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -2025851.625000 Penalty: 2881.298096
	Iteration 63Q: 3 clusters Score -2025852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -2025852.250000 Penalty: 2881.298096
	Iteration 64Q: 3 clusters Score -2025852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -2025854.875000 Penalty: 2881.298096
	Iteration 65Q: 3 clusters Score -2025855 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -2025854.625000 Penalty: 2881.298096
	Iteration 66Q: 3 clusters Score -2025855 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -2025868.500000 Penalty: 2881.298096
	Iteration 67Q: 3 clusters Score -2025868 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -2025872.375000 Penalty: 2881.298096
	Iteration 68Q: 3 clusters Score -2025872 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -2025882.750000 Penalty: 2881.298096
	Iteration 69Q: 3 clusters Score -2025883 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -2025887.125000 Penalty: 2881.298096
	Iteration 70Q: 3 clusters Score -2025887 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -2025886.750000 Penalty: 2881.298096
	Iteration 71Q: 3 clusters Score -2025887 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -2025894.125000 Penalty: 2881.298096
	Iteration 72Q: 3 clusters Score -2025894 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -2025898.375000 Penalty: 2881.298096
	Iteration 73Q: 3 clusters Score -2025898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -2025900.750000 Penalty: 2881.298096
	Iteration 74Q: 3 clusters Score -2025901 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -2025901.375000 Penalty: 2881.298096
	Iteration 75Q: 3 clusters Score -2025901 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -2025909.625000 Penalty: 2881.298096
	Iteration 76Q: 3 clusters Score -2025910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -2025907.625000 Penalty: 2881.298096
	Iteration 77Q: 3 clusters Score -2025908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -2025910.625000 Penalty: 2881.298096
	Iteration 78Q: 3 clusters Score -2025911 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -2025920.625000 Penalty: 2881.298096
	Iteration 79Q: 3 clusters Score -2025921 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -2025923.125000 Penalty: 2881.298096
	Iteration 80F: 3 clusters Score -2025923 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -2025927.250000 Penalty: 2881.298096
	Iteration 81Q: 3 clusters Score -2025927 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -2025927.500000 Penalty: 2881.298096
	Iteration 82Q: 3 clusters Score -2025928 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -2025933.500000 Penalty: 2881.298096
	Iteration 83Q: 3 clusters Score -2025934 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -2025939.250000 Penalty: 2881.298096
	Iteration 84Q: 3 clusters Score -2025939 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -2025944.625000 Penalty: 2881.298096
	Iteration 85Q: 3 clusters Score -2025945 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -2025948.750000 Penalty: 2881.298096
	Iteration 86Q: 3 clusters Score -2025949 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -2025946.750000 Penalty: 2881.298096
	Iteration 87Q: 3 clusters Score -2025947 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -2025953.750000 Penalty: 2881.298096
	Iteration 88Q: 3 clusters Score -2025954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -2025952.875000 Penalty: 2881.298096
	Iteration 89Q: 3 clusters Score -2025953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -2025954.500000 Penalty: 2881.298096
	Iteration 90Q: 3 clusters Score -2025954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -2025951.875000 Penalty: 2881.298096
	Iteration 91Q: 3 clusters Score -2025952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -2025951.000000 Penalty: 2881.298096
	Iteration 92Q: 3 clusters Score -2025951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -2025951.000000 Penalty: 2881.298096
	Iteration 93F: 3 clusters Score -2025951 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Entering Unmasked Estep 
Score: -140177.750000 Penalty: 1052.880371
	Iteration 0F: 2 clusters Score -140177.8 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 585 members 
Entering Unmasked Estep 
Score: -138780.562500 Penalty: 2105.760742
	Iteration 0F: 3 clusters Score -138780.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -139114.093750 Penalty: 2105.760742
	Iteration 1F: 3 clusters Score -139114.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -139197.125000 Penalty: 2105.760742
	Iteration 2F: 3 clusters Score -139197.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -139234.187500 Penalty: 2105.760742
	Iteration 3Q: 3 clusters Score -139234.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -139255.187500 Penalty: 2105.760742
	Iteration 4Q: 3 clusters Score -139255.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -139265.281250 Penalty: 2105.760742
	Iteration 5Q: 3 clusters Score -139265.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -139275.296875 Penalty: 2105.760742
	Iteration 6Q: 3 clusters Score -139275.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -139284.078125 Penalty: 2105.760742
	Iteration 7Q: 3 clusters Score -139284.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -139287.500000 Penalty: 2105.760742
	Iteration 8Q: 3 clusters Score -139287.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -139288.406250 Penalty: 2105.760742
	Iteration 9Q: 3 clusters Score -139288.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -139288.406250 Penalty: 2105.760742
	Iteration 10F: 3 clusters Score -139288.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -127422.687500 Penalty: 1044.870117
	Iteration 0F: 2 clusters Score -127422.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -126066.882812 Penalty: 2089.740234
	Iteration 0F: 3 clusters Score -126066.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -126414.359375 Penalty: 2089.740234
	Iteration 1F: 3 clusters Score -126414.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -126490.625000 Penalty: 2089.740234
	Iteration 2F: 3 clusters Score -126490.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -126520.484375 Penalty: 2089.740234
	Iteration 3Q: 3 clusters Score -126520.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -126540.492188 Penalty: 2089.740234
	Iteration 4Q: 3 clusters Score -126540.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -126550.296875 Penalty: 2089.740234
	Iteration 5Q: 3 clusters Score -126550.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -126557.796875 Penalty: 2089.740234
	Iteration 6Q: 3 clusters Score -126557.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -126561.406250 Penalty: 2089.740234
	Iteration 7Q: 3 clusters Score -126561.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -126562.515625 Penalty: 2089.740234
	Iteration 8Q: 3 clusters Score -126562.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -126564.554688 Penalty: 2089.740234
	Iteration 9Q: 3 clusters Score -126564.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -126571.414062 Penalty: 2089.740234
	Iteration 10Q: 3 clusters Score -126571.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -126574.445312 Penalty: 2089.740234
	Iteration 11Q: 3 clusters Score -126574.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -126577.125000 Penalty: 2089.740234
	Iteration 12Q: 3 clusters Score -126577.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -126579.664062 Penalty: 2089.740234
	Iteration 13Q: 3 clusters Score -126579.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -126583.250000 Penalty: 2089.740234
	Iteration 14Q: 3 clusters Score -126583.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -126585.500000 Penalty: 2089.740234
	Iteration 15Q: 3 clusters Score -126585.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -126586.671875 Penalty: 2089.740234
	Iteration 16Q: 3 clusters Score -126586.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -126590.765625 Penalty: 2089.740234
	Iteration 17Q: 3 clusters Score -126590.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -126593.203125 Penalty: 2089.740234
	Iteration 18Q: 3 clusters Score -126593.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -126593.523438 Penalty: 2089.740234
	Iteration 19Q: 3 clusters Score -126593.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -126593.523438 Penalty: 2089.740234
	Iteration 20F: 3 clusters Score -126593.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Entering Unmasked Estep 
Score: -46544.628906 Penalty: 929.420654
	Iteration 0F: 2 clusters Score -46544.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -45634.835938 Penalty: 1858.841309
	Iteration 0F: 3 clusters Score -45634.84 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -45887.636719 Penalty: 1858.841309
	Iteration 1F: 3 clusters Score -45887.64 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -46011.195312 Penalty: 1858.841309
	Iteration 2F: 3 clusters Score -46011.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -46114.382812 Penalty: 1858.841309
	Iteration 3F: 3 clusters Score -46114.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -46188.183594 Penalty: 1858.841309
	Iteration 4Q: 3 clusters Score -46188.18 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -46251.703125 Penalty: 1858.841309
	Iteration 5Q: 3 clusters Score -46251.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -46324.429688 Penalty: 1858.841309
	Iteration 6Q: 3 clusters Score -46324.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -46393.324219 Penalty: 1858.841309
	Iteration 7Q: 3 clusters Score -46393.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -46447.949219 Penalty: 1858.841309
	Iteration 8Q: 3 clusters Score -46447.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -46523.132812 Penalty: 1858.841309
	Iteration 9Q: 3 clusters Score -46523.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -46605.281250 Penalty: 1858.841309
	Iteration 10Q: 3 clusters Score -46605.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -46673.085938 Penalty: 1858.841309
	Iteration 11Q: 3 clusters Score -46673.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -46682.695312 Penalty: 1858.841309
	Iteration 12Q: 3 clusters Score -46682.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -46694.339844 Penalty: 1858.841309
	Iteration 13Q: 3 clusters Score -46694.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -46708.500000 Penalty: 1858.841309
	Iteration 14Q: 3 clusters Score -46708.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -46740.816406 Penalty: 1858.841309
	Iteration 15Q: 3 clusters Score -46740.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -46767.605469 Penalty: 1858.841309
	Iteration 16Q: 3 clusters Score -46767.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -46785.968750 Penalty: 1858.841309
	Iteration 17Q: 3 clusters Score -46785.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -46790.945312 Penalty: 1858.841309
	Iteration 18Q: 3 clusters Score -46790.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -46801.726562 Penalty: 1858.841309
	Iteration 19Q: 3 clusters Score -46801.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -46833.347656 Penalty: 1858.841309
	Iteration 20F: 3 clusters Score -46833.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -46905.484375 Penalty: 1858.841309
	Iteration 21Q: 3 clusters Score -46905.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -46947.187500 Penalty: 1858.841309
	Iteration 22Q: 3 clusters Score -46947.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -46968.664062 Penalty: 1858.841309
	Iteration 23Q: 3 clusters Score -46968.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -46974.949219 Penalty: 1858.841309
	Iteration 24Q: 3 clusters Score -46974.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -46974.949219 Penalty: 1858.841309
	Iteration 25F: 3 clusters Score -46974.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40187 members 
Mstep: Class 5 contains 10102 members 
Mstep: Class 6 contains 38321 members 
Mstep: Class 7 contains 31928 members 
Mstep: Class 8 contains 4123 members 
Mstep: Class 9 contains 6919 members 
Mstep: Class 10 contains 8638 members 
Mstep: Class 11 contains 4846 members 
Mstep: Class 12 contains 21795 members 
Mstep: Class 13 contains 14997 members 
Mstep: Class 14 contains 11434 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3873 members 
Mstep: Class 17 contains 51546 members 
Mstep: Class 18 contains 36350 members 
Mstep: Class 19 contains 21942 members 
Mstep: Class 20 contains 7215 members 
Mstep: Class 21 contains 19608 members 
Mstep: Class 22 contains 554 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35693 members 
Mstep: Class 25 contains 13782 members 
Mstep: Class 26 contains 5739 members 
Mstep: Class 27 contains 52330 members 
Mstep: Class 28 contains 11108 members 
Mstep: Class 29 contains 67038 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16023 members 
Mstep: Class 33 contains 1183 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 332 members 
Mstep: Class 36 contains 62438 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20404 members 
Mstep: Class 42 contains 9067 members 
Mstep: Class 43 contains 186 members 
Mstep: Class 44 contains 184 members 
Entering Unmasked Estep 
Score: -80992464.000000 Penalty: 87800.648438
Splitting cluster 35 changes total score from -80992736.000000 to -80992464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (62438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62438 members 
Entering Unmasked Estep 
Score: -7965640.000000 Penalty: 1643.039062
	Iteration 0F: 2 clusters Score -7965640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31393 members 
Mstep: Class 2 contains 31045 members 
Entering Unmasked Estep 
Score: -7927013.000000 Penalty: 3286.078125
	Iteration 0F: 3 clusters Score -7927013 nChanged 28968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33093 members 
Mstep: Class 2 contains 29345 members 
Entering Unmasked Estep 
Score: -7943447.000000 Penalty: 3286.078125
	Iteration 1F: 3 clusters Score -7943447 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34013 members 
Mstep: Class 2 contains 28425 members 
Entering Unmasked Estep 
Score: -7944448.500000 Penalty: 3286.078125
	Iteration 2Q: 3 clusters Score -7944448 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35356 members 
Mstep: Class 2 contains 27082 members 
Entering Unmasked Estep 
Score: -7945649.000000 Penalty: 3286.078125
	Iteration 3Q: 3 clusters Score -7945649 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37131 members 
Mstep: Class 2 contains 25307 members 
Entering Unmasked Estep 
Score: -7947216.500000 Penalty: 3286.078125
	Iteration 4Q: 3 clusters Score -7947216 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39327 members 
Mstep: Class 2 contains 23111 members 
Entering Unmasked Estep 
Score: -7949193.500000 Penalty: 3286.078125
	Iteration 5F: 3 clusters Score -7949194 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41839 members 
Mstep: Class 2 contains 20599 members 
Entering Unmasked Estep 
Score: -7951475.000000 Penalty: 3286.078125
	Iteration 6F: 3 clusters Score -7951475 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44393 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -7953874.000000 Penalty: 3286.078125
	Iteration 7F: 3 clusters Score -7953874 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46638 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -7956196.500000 Penalty: 3286.078125
	Iteration 8F: 3 clusters Score -7956196 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48294 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -7958035.000000 Penalty: 3286.078125
	Iteration 9Q: 3 clusters Score -7958035 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49350 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -7959409.000000 Penalty: 3286.078125
	Iteration 10Q: 3 clusters Score -7959409 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49961 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -7960335.500000 Penalty: 3286.078125
	Iteration 11Q: 3 clusters Score -7960336 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50324 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -7960739.500000 Penalty: 3286.078125
	Iteration 12Q: 3 clusters Score -7960740 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50630 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -7960954.500000 Penalty: 3286.078125
	Iteration 13Q: 3 clusters Score -7960954 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50930 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -7961090.000000 Penalty: 3286.078125
	Iteration 14Q: 3 clusters Score -7961090 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51190 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -7961163.500000 Penalty: 3286.078125
	Iteration 15Q: 3 clusters Score -7961164 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51443 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -7961209.500000 Penalty: 3286.078125
	Iteration 16Q: 3 clusters Score -7961210 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51673 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -7961278.000000 Penalty: 3286.078125
	Iteration 17Q: 3 clusters Score -7961278 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51923 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -7961329.500000 Penalty: 3286.078125
	Iteration 18Q: 3 clusters Score -7961330 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52155 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -7961397.000000 Penalty: 3286.078125
	Iteration 19Q: 3 clusters Score -7961397 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52389 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -7961469.000000 Penalty: 3286.078125
	Iteration 20F: 3 clusters Score -7961469 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52616 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -7961495.000000 Penalty: 3286.078125
	Iteration 21Q: 3 clusters Score -7961495 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52837 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -7961535.000000 Penalty: 3286.078125
	Iteration 22Q: 3 clusters Score -7961535 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53030 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -7961578.500000 Penalty: 3286.078125
	Iteration 23Q: 3 clusters Score -7961578 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53242 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -7961598.500000 Penalty: 3286.078125
	Iteration 24Q: 3 clusters Score -7961598 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53458 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -7961628.000000 Penalty: 3286.078125
	Iteration 25Q: 3 clusters Score -7961628 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53640 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -7961699.000000 Penalty: 3286.078125
	Iteration 26Q: 3 clusters Score -7961699 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53828 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -7961747.500000 Penalty: 3286.078125
	Iteration 27Q: 3 clusters Score -7961748 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54013 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -7961801.500000 Penalty: 3286.078125
	Iteration 28Q: 3 clusters Score -7961802 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54193 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -7961851.500000 Penalty: 3286.078125
	Iteration 29Q: 3 clusters Score -7961852 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54384 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -7961899.000000 Penalty: 3286.078125
	Iteration 30Q: 3 clusters Score -7961899 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54573 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -7961956.500000 Penalty: 3286.078125
	Iteration 31Q: 3 clusters Score -7961956 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54753 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -7962028.000000 Penalty: 3286.078125
	Iteration 32Q: 3 clusters Score -7962028 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54938 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -7962049.000000 Penalty: 3286.078125
	Iteration 33Q: 3 clusters Score -7962049 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55117 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -7962088.500000 Penalty: 3286.078125
	Iteration 34Q: 3 clusters Score -7962088 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55274 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -7962139.000000 Penalty: 3286.078125
	Iteration 35Q: 3 clusters Score -7962139 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55415 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -7962188.500000 Penalty: 3286.078125
	Iteration 36Q: 3 clusters Score -7962188 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55559 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -7962199.000000 Penalty: 3286.078125
	Iteration 37Q: 3 clusters Score -7962199 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55671 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -7962240.500000 Penalty: 3286.078125
	Iteration 38Q: 3 clusters Score -7962240 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55770 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -7962278.500000 Penalty: 3286.078125
	Iteration 39Q: 3 clusters Score -7962278 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55875 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -7962282.000000 Penalty: 3286.078125
	Iteration 40F: 3 clusters Score -7962282 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55966 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -7962313.000000 Penalty: 3286.078125
	Iteration 41Q: 3 clusters Score -7962313 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56031 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -7962340.000000 Penalty: 3286.078125
	Iteration 42Q: 3 clusters Score -7962340 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56112 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -7962360.500000 Penalty: 3286.078125
	Iteration 43Q: 3 clusters Score -7962360 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56185 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -7962381.000000 Penalty: 3286.078125
	Iteration 44Q: 3 clusters Score -7962381 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56274 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -7962427.500000 Penalty: 3286.078125
	Iteration 45Q: 3 clusters Score -7962428 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56346 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -7962426.000000 Penalty: 3286.078125
	Iteration 46Q: 3 clusters Score -7962426 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56433 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -7962432.000000 Penalty: 3286.078125
	Iteration 47Q: 3 clusters Score -7962432 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56503 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -7962449.500000 Penalty: 3286.078125
	Iteration 48Q: 3 clusters Score -7962450 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56570 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -7962447.000000 Penalty: 3286.078125
	Iteration 49Q: 3 clusters Score -7962447 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56635 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -7962454.000000 Penalty: 3286.078125
	Iteration 50Q: 3 clusters Score -7962454 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56708 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -7962485.000000 Penalty: 3286.078125
	Iteration 51Q: 3 clusters Score -7962485 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56785 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -7962497.500000 Penalty: 3286.078125
	Iteration 52Q: 3 clusters Score -7962498 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56841 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -7962515.000000 Penalty: 3286.078125
	Iteration 53Q: 3 clusters Score -7962515 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56899 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -7962515.500000 Penalty: 3286.078125
	Iteration 54Q: 3 clusters Score -7962516 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56963 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -7962533.500000 Penalty: 3286.078125
	Iteration 55Q: 3 clusters Score -7962534 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57031 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -7962527.500000 Penalty: 3286.078125
	Iteration 56Q: 3 clusters Score -7962528 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57094 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -7962559.000000 Penalty: 3286.078125
	Iteration 57Q: 3 clusters Score -7962559 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57160 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -7962572.000000 Penalty: 3286.078125
	Iteration 58Q: 3 clusters Score -7962572 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57222 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -7962614.500000 Penalty: 3286.078125
	Iteration 59Q: 3 clusters Score -7962614 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57284 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -7962639.000000 Penalty: 3286.078125
	Iteration 60F: 3 clusters Score -7962639 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57335 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -7962651.000000 Penalty: 3286.078125
	Iteration 61Q: 3 clusters Score -7962651 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57391 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -7962658.500000 Penalty: 3286.078125
	Iteration 62Q: 3 clusters Score -7962658 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57449 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -7962673.500000 Penalty: 3286.078125
	Iteration 63Q: 3 clusters Score -7962674 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57507 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -7962690.500000 Penalty: 3286.078125
	Iteration 64Q: 3 clusters Score -7962690 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57570 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -7962696.000000 Penalty: 3286.078125
	Iteration 65Q: 3 clusters Score -7962696 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57631 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -7962723.000000 Penalty: 3286.078125
	Iteration 66Q: 3 clusters Score -7962723 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57691 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -7962735.000000 Penalty: 3286.078125
	Iteration 67Q: 3 clusters Score -7962735 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57760 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -7962757.000000 Penalty: 3286.078125
	Iteration 68Q: 3 clusters Score -7962757 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57839 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -7962784.500000 Penalty: 3286.078125
	Iteration 69Q: 3 clusters Score -7962784 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57914 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -7962827.000000 Penalty: 3286.078125
	Iteration 70Q: 3 clusters Score -7962827 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58003 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -7962850.500000 Penalty: 3286.078125
	Iteration 71Q: 3 clusters Score -7962850 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58109 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -7962896.000000 Penalty: 3286.078125
	Iteration 72Q: 3 clusters Score -7962896 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58193 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -7962918.500000 Penalty: 3286.078125
	Iteration 73Q: 3 clusters Score -7962918 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58277 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -7962976.500000 Penalty: 3286.078125
	Iteration 74Q: 3 clusters Score -7962976 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58348 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -7962997.500000 Penalty: 3286.078125
	Iteration 75Q: 3 clusters Score -7962998 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58405 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -7963022.000000 Penalty: 3286.078125
	Iteration 76Q: 3 clusters Score -7963022 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58471 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -7963026.000000 Penalty: 3286.078125
	Iteration 77Q: 3 clusters Score -7963026 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58531 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -7963064.000000 Penalty: 3286.078125
	Iteration 78Q: 3 clusters Score -7963064 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58604 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -7963121.000000 Penalty: 3286.078125
	Iteration 79Q: 3 clusters Score -7963121 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58674 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -7963126.500000 Penalty: 3286.078125
	Iteration 80F: 3 clusters Score -7963126 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58745 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -7963160.500000 Penalty: 3286.078125
	Iteration 81Q: 3 clusters Score -7963160 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58808 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -7963182.000000 Penalty: 3286.078125
	Iteration 82Q: 3 clusters Score -7963182 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58867 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -7963195.000000 Penalty: 3286.078125
	Iteration 83Q: 3 clusters Score -7963195 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58910 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7963206 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 58965 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7963248 nChanged 72
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Mstep: Class 1 contains 59023 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -7963286 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59077 members 
Mstep: Class 2 contains 3361 members 
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	Iteration 87Q: 3 clusters Score -7963287 nChanged 45
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Mstep: Class 1 contains 59116 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7963303 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59158 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 59203 members 
Mstep: Class 2 contains 3235 members 
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	Iteration 90Q: 3 clusters Score -7963339 nChanged 56
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Mstep: Class 1 contains 59247 members 
Mstep: Class 2 contains 3191 members 
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	Iteration 91Q: 3 clusters Score -7963338 nChanged 74
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Mstep: Class 1 contains 59307 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7963370 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59351 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 59392 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7963412 nChanged 58
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Mstep: Class 1 contains 59448 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 59497 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7963482 nChanged 52
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Mstep: Class 1 contains 59541 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7963511 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59594 members 
Mstep: Class 2 contains 2844 members 
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	Iteration 98Q: 3 clusters Score -7963538 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59645 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -7963554 nChanged 33
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Mstep: Class 1 contains 59668 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -7963569 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59697 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -7963574 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59731 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -7963602 nChanged 39
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Mstep: Class 1 contains 59764 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -7963618 nChanged 43
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Mstep: Class 1 contains 59799 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -7963631 nChanged 44
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Mstep: Class 1 contains 59839 members 
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	Iteration 105Q: 3 clusters Score -7963648 nChanged 51
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Mstep: Class 1 contains 59880 members 
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	Iteration 106Q: 3 clusters Score -7963686 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 59917 members 
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Entering Unmasked Estep 
Score: -7963715.000000 Penalty: 3286.078125
	Iteration 107Q: 3 clusters Score -7963715 nChanged 31
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Mstep: Class 1 contains 59948 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -7963733 nChanged 38
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Mstep: Class 1 contains 59978 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -7963741 nChanged 36
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Mstep: Class 1 contains 60010 members 
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	Iteration 110Q: 3 clusters Score -7963732 nChanged 34
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Mstep: Class 1 contains 60036 members 
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	Iteration 111Q: 3 clusters Score -7963746 nChanged 31
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Mstep: Class 1 contains 60061 members 
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	Iteration 112Q: 3 clusters Score -7963776 nChanged 26
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Mstep: Class 1 contains 60081 members 
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	Iteration 113Q: 3 clusters Score -7963796 nChanged 24
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Mstep: Class 1 contains 60105 members 
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	Iteration 114Q: 3 clusters Score -7963796 nChanged 21
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Mstep: Class 1 contains 60126 members 
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	Iteration 115Q: 3 clusters Score -7963796 nChanged 13
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	Iteration 116Q: 3 clusters Score -7963810 nChanged 17
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	Iteration 117Q: 3 clusters Score -7963808 nChanged 22
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	Iteration 118Q: 3 clusters Score -7963828 nChanged 22
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	Iteration 119Q: 3 clusters Score -7963818 nChanged 27
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Mstep: Class 1 contains 60219 members 
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	Iteration 120F: 3 clusters Score -7963840 nChanged 30
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	Iteration 121Q: 3 clusters Score -7963862 nChanged 29
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Mstep: Class 1 contains 60270 members 
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	Iteration 122Q: 3 clusters Score -7963858 nChanged 19
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Mstep: Class 1 contains 60285 members 
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	Iteration 123Q: 3 clusters Score -7963857 nChanged 21
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Mstep: Class 1 contains 60298 members 
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	Iteration 124Q: 3 clusters Score -7963874 nChanged 17
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Mstep: Class 1 contains 60313 members 
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	Iteration 125Q: 3 clusters Score -7963866 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60331 members 
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	Iteration 126Q: 3 clusters Score -7963888 nChanged 15
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Mstep: Class 1 contains 60346 members 
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	Iteration 127Q: 3 clusters Score -7963889 nChanged 7
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Mstep: Class 1 contains 60353 members 
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	Iteration 128Q: 3 clusters Score -7963884 nChanged 9
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Mstep: Class 1 contains 60362 members 
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	Iteration 129Q: 3 clusters Score -7963896 nChanged 19
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Mstep: Class 1 contains 60375 members 
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	Iteration 130Q: 3 clusters Score -7963904 nChanged 10
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Mstep: Class 1 contains 60381 members 
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	Iteration 131Q: 3 clusters Score -7963906 nChanged 7
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	Iteration 132Q: 3 clusters Score -7963906 nChanged 8
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Mstep: Class 1 contains 60392 members 
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	Iteration 133Q: 3 clusters Score -7963910 nChanged 7
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Mstep: Class 1 contains 60397 members 
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	Iteration 134Q: 3 clusters Score -7963918 nChanged 8
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Mstep: Class 1 contains 60405 members 
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	Iteration 135Q: 3 clusters Score -7963920 nChanged 11
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	Iteration 136Q: 3 clusters Score -7963920 nChanged 15
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	Iteration 137Q: 3 clusters Score -7963927 nChanged 12
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	Iteration 138Q: 3 clusters Score -7963941 nChanged 9
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Mstep: Class 1 contains 60430 members 
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Score: -7963944.500000 Penalty: 3286.078125
	Iteration 139Q: 3 clusters Score -7963944 nChanged 14
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Mstep: Class 1 contains 60436 members 
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	Iteration 140F: 3 clusters Score -7963948 nChanged 16
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Mstep: Class 1 contains 60448 members 
Mstep: Class 2 contains 1990 members 
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	Iteration 141Q: 3 clusters Score -7963952 nChanged 22
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Mstep: Class 1 contains 60468 members 
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	Iteration 142Q: 3 clusters Score -7963954 nChanged 23
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Mstep: Class 1 contains 60491 members 
Mstep: Class 2 contains 1947 members 
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	Iteration 143Q: 3 clusters Score -7963968 nChanged 22
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Mstep: Class 1 contains 60511 members 
Mstep: Class 2 contains 1927 members 
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	Iteration 144Q: 3 clusters Score -7963984 nChanged 35
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Mstep: Class 1 contains 60534 members 
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	Iteration 145Q: 3 clusters Score -7963984 nChanged 44
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Mstep: Class 1 contains 60564 members 
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Score: -7964009.000000 Penalty: 3286.078125
	Iteration 146Q: 3 clusters Score -7964009 nChanged 42
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Mstep: Class 1 contains 60596 members 
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	Iteration 147Q: 3 clusters Score -7964034 nChanged 44
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Mstep: Class 1 contains 60628 members 
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	Iteration 148Q: 3 clusters Score -7964045 nChanged 31
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Score: -7964056.500000 Penalty: 3286.078125
	Iteration 149Q: 3 clusters Score -7964056 nChanged 38
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	Iteration 150Q: 3 clusters Score -7964068 nChanged 39
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	Iteration 151Q: 3 clusters Score -7964084 nChanged 42
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Mstep: Class 1 contains 60752 members 
Mstep: Class 2 contains 1686 members 
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Score: -7964114.000000 Penalty: 3286.078125
	Iteration 152Q: 3 clusters Score -7964114 nChanged 49
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Mstep: Class 1 contains 60797 members 
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Score: -7964137.000000 Penalty: 3286.078125
	Iteration 153Q: 3 clusters Score -7964137 nChanged 42
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Mstep: Class 1 contains 60827 members 
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Score: -7964153.500000 Penalty: 3286.078125
	Iteration 154Q: 3 clusters Score -7964154 nChanged 38
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Score: -7964188.500000 Penalty: 3286.078125
	Iteration 155Q: 3 clusters Score -7964188 nChanged 37
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	Iteration 156Q: 3 clusters Score -7964200 nChanged 43
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Mstep: Class 1 contains 60915 members 
Mstep: Class 2 contains 1523 members 
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Score: -7964230.500000 Penalty: 3286.078125
	Iteration 157Q: 3 clusters Score -7964230 nChanged 37
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Mstep: Class 1 contains 60950 members 
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	Iteration 158Q: 3 clusters Score -7964260 nChanged 33
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	Iteration 159Q: 3 clusters Score -7964262 nChanged 21
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Score: -7964265.500000 Penalty: 3286.078125
	Iteration 160F: 3 clusters Score -7964266 nChanged 27
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	Iteration 161Q: 3 clusters Score -7964270 nChanged 22
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Mstep: Class 1 contains 61023 members 
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	Iteration 162Q: 3 clusters Score -7964296 nChanged 18
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	Iteration 163Q: 3 clusters Score -7964304 nChanged 15
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	Iteration 164Q: 3 clusters Score -7964305 nChanged 16
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	Iteration 165Q: 3 clusters Score -7964315 nChanged 13
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Score: -7964323.500000 Penalty: 3286.078125
	Iteration 166Q: 3 clusters Score -7964324 nChanged 7
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Mstep: Class 1 contains 61066 members 
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Score: -7964328.500000 Penalty: 3286.078125
	Iteration 167Q: 3 clusters Score -7964328 nChanged 9
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Mstep: Class 1 contains 61073 members 
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Score: -7964340.500000 Penalty: 3286.078125
	Iteration 168Q: 3 clusters Score -7964340 nChanged 15
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	Iteration 169Q: 3 clusters Score -7964348 nChanged 14
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Mstep: Class 1 contains 61092 members 
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	Iteration 170Q: 3 clusters Score -7964342 nChanged 16
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Score: -7964362.500000 Penalty: 3286.078125
	Iteration 171Q: 3 clusters Score -7964362 nChanged 12
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Mstep: Class 1 contains 61108 members 
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	Iteration 172Q: 3 clusters Score -7964366 nChanged 8
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Mstep: Class 1 contains 61116 members 
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	Iteration 173Q: 3 clusters Score -7964367 nChanged 7
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Score: -7964374.000000 Penalty: 3286.078125
	Iteration 174Q: 3 clusters Score -7964374 nChanged 8
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Mstep: Class 1 contains 61127 members 
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Score: -7964379.000000 Penalty: 3286.078125
	Iteration 175Q: 3 clusters Score -7964379 nChanged 12
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Mstep: Class 1 contains 61135 members 
Mstep: Class 2 contains 1303 members 
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Score: -7964377.500000 Penalty: 3286.078125
	Iteration 176Q: 3 clusters Score -7964378 nChanged 9
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Mstep: Class 1 contains 61142 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -7964382 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61150 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -7964387.500000 Penalty: 3286.078125
	Iteration 178Q: 3 clusters Score -7964388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61159 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -7964389.000000 Penalty: 3286.078125
	Iteration 179Q: 3 clusters Score -7964389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61164 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -7964397.000000 Penalty: 3286.078125
	Iteration 180F: 3 clusters Score -7964397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61167 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -7964394.500000 Penalty: 3286.078125
	Iteration 181Q: 3 clusters Score -7964394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61169 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -7964400.000000 Penalty: 3286.078125
	Iteration 182Q: 3 clusters Score -7964400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61173 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -7964401.500000 Penalty: 3286.078125
	Iteration 183Q: 3 clusters Score -7964402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61173 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -7964403.500000 Penalty: 3286.078125
	Iteration 184Q: 3 clusters Score -7964404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61171 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -7964400.500000 Penalty: 3286.078125
	Iteration 185Q: 3 clusters Score -7964400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61167 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -7964402.000000 Penalty: 3286.078125
	Iteration 186Q: 3 clusters Score -7964402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61166 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -7964403.000000 Penalty: 3286.078125
	Iteration 187Q: 3 clusters Score -7964403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61165 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -7964403.000000 Penalty: 3286.078125
	Iteration 188Q: 3 clusters Score -7964403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61166 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -7964405.000000 Penalty: 3286.078125
	Iteration 189Q: 3 clusters Score -7964405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61166 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -7964405.000000 Penalty: 3286.078125
	Iteration 190F: 3 clusters Score -7964405 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Entering Unmasked Estep 
Score: -32535.533203 Penalty: 897.366028
	Iteration 0F: 2 clusters Score -32535.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -31747.685547 Penalty: 1794.732056
	Iteration 0F: 3 clusters Score -31747.69 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -32052.685547 Penalty: 1794.732056
	Iteration 1F: 3 clusters Score -32052.69 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -32161.787109 Penalty: 1794.732056
	Iteration 2F: 3 clusters Score -32161.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -32226.937500 Penalty: 1794.732056
	Iteration 3Q: 3 clusters Score -32226.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -32262.738281 Penalty: 1794.732056
	Iteration 4Q: 3 clusters Score -32262.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -32292.023438 Penalty: 1794.732056
	Iteration 5Q: 3 clusters Score -32292.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -32310.759766 Penalty: 1794.732056
	Iteration 6Q: 3 clusters Score -32310.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -32324.562500 Penalty: 1794.732056
	Iteration 7Q: 3 clusters Score -32324.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -32330.408203 Penalty: 1794.732056
	Iteration 8Q: 3 clusters Score -32330.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -32330.408203 Penalty: 1794.732056
	Iteration 9F: 3 clusters Score -32330.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (9150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Entering Unmasked Estep 
Score: -1161244.250000 Penalty: 1357.280640
	Iteration 0F: 2 clusters Score -1161244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1155109.125000 Penalty: 2714.561279
	Iteration 0F: 3 clusters Score -1155109 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1157157.750000 Penalty: 2714.561279
	Iteration 1F: 3 clusters Score -1157158 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1157447.000000 Penalty: 2714.561279
	Iteration 2F: 3 clusters Score -1157447 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1157623.500000 Penalty: 2714.561279
	Iteration 3Q: 3 clusters Score -1157624 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1157745.125000 Penalty: 2714.561279
	Iteration 4Q: 3 clusters Score -1157745 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1157857.500000 Penalty: 2714.561279
	Iteration 5Q: 3 clusters Score -1157858 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1157976.250000 Penalty: 2714.561279
	Iteration 6Q: 3 clusters Score -1157976 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1158098.000000 Penalty: 2714.561279
	Iteration 7Q: 3 clusters Score -1158098 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1158235.500000 Penalty: 2714.561279
	Iteration 8Q: 3 clusters Score -1158236 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1158392.375000 Penalty: 2714.561279
	Iteration 9Q: 3 clusters Score -1158392 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1158542.375000 Penalty: 2714.561279
	Iteration 10Q: 3 clusters Score -1158542 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1158700.750000 Penalty: 2714.561279
	Iteration 11Q: 3 clusters Score -1158701 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1158875.000000 Penalty: 2714.561279
	Iteration 12Q: 3 clusters Score -1158875 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1159062.000000 Penalty: 2714.561279
	Iteration 13Q: 3 clusters Score -1159062 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1159239.000000 Penalty: 2714.561279
	Iteration 14Q: 3 clusters Score -1159239 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1159391.250000 Penalty: 2714.561279
	Iteration 15Q: 3 clusters Score -1159391 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1159519.750000 Penalty: 2714.561279
	Iteration 16Q: 3 clusters Score -1159520 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1159639.500000 Penalty: 2714.561279
	Iteration 17Q: 3 clusters Score -1159640 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1159746.250000 Penalty: 2714.561279
	Iteration 18Q: 3 clusters Score -1159746 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1159837.750000 Penalty: 2714.561279
	Iteration 19Q: 3 clusters Score -1159838 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1159884.125000 Penalty: 2714.561279
	Iteration 20F: 3 clusters Score -1159884 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1159931.750000 Penalty: 2714.561279
	Iteration 21Q: 3 clusters Score -1159932 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1159964.625000 Penalty: 2714.561279
	Iteration 22Q: 3 clusters Score -1159965 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1159995.750000 Penalty: 2714.561279
	Iteration 23Q: 3 clusters Score -1159996 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1160018.375000 Penalty: 2714.561279
	Iteration 24Q: 3 clusters Score -1160018 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1160036.125000 Penalty: 2714.561279
	Iteration 25Q: 3 clusters Score -1160036 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1160052.125000 Penalty: 2714.561279
	Iteration 26Q: 3 clusters Score -1160052 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1160065.375000 Penalty: 2714.561279
	Iteration 27Q: 3 clusters Score -1160065 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1160074.375000 Penalty: 2714.561279
	Iteration 28Q: 3 clusters Score -1160074 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1160077.500000 Penalty: 2714.561279
	Iteration 29Q: 3 clusters Score -1160078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1160080.500000 Penalty: 2714.561279
	Iteration 30Q: 3 clusters Score -1160080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1160087.625000 Penalty: 2714.561279
	Iteration 31Q: 3 clusters Score -1160088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1160091.250000 Penalty: 2714.561279
	Iteration 32Q: 3 clusters Score -1160091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1160094.625000 Penalty: 2714.561279
	Iteration 33Q: 3 clusters Score -1160095 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1160096.125000 Penalty: 2714.561279
	Iteration 34Q: 3 clusters Score -1160096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1160101.750000 Penalty: 2714.561279
	Iteration 35Q: 3 clusters Score -1160102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1160106.625000 Penalty: 2714.561279
	Iteration 36Q: 3 clusters Score -1160107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1160107.875000 Penalty: 2714.561279
	Iteration 37Q: 3 clusters Score -1160108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1160112.250000 Penalty: 2714.561279
	Iteration 38Q: 3 clusters Score -1160112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1160115.250000 Penalty: 2714.561279
	Iteration 39Q: 3 clusters Score -1160115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1160115.625000 Penalty: 2714.561279
	Iteration 40F: 3 clusters Score -1160116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1160117.375000 Penalty: 2714.561279
	Iteration 41Q: 3 clusters Score -1160117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1160118.250000 Penalty: 2714.561279
	Iteration 42Q: 3 clusters Score -1160118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1160118.750000 Penalty: 2714.561279
	Iteration 43Q: 3 clusters Score -1160119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1160119.750000 Penalty: 2714.561279
	Iteration 44Q: 3 clusters Score -1160120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1160119.750000 Penalty: 2714.561279
	Iteration 45F: 3 clusters Score -1160120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Entering Unmasked Estep 
Score: -25416.886719 Penalty: 841.611633
	Iteration 0F: 2 clusters Score -25416.89 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 158 members 
Entering Unmasked Estep 
Score: -24751.203125 Penalty: 1683.223267
	Iteration 0F: 3 clusters Score -24751.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -24897.160156 Penalty: 1683.223267
	Iteration 1F: 3 clusters Score -24897.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -24933.841797 Penalty: 1683.223267
	Iteration 2Q: 3 clusters Score -24933.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -24970.894531 Penalty: 1683.223267
	Iteration 3Q: 3 clusters Score -24970.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -24990.230469 Penalty: 1683.223267
	Iteration 4Q: 3 clusters Score -24990.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -24998.699219 Penalty: 1683.223267
	Iteration 5Q: 3 clusters Score -24998.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -25005.431641 Penalty: 1683.223267
	Iteration 6Q: 3 clusters Score -25005.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -25005.431641 Penalty: 1683.223267
	Iteration 7F: 3 clusters Score -25005.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Entering Unmasked Estep 
Score: -18713.841797 Penalty: 830.824219
	Iteration 0F: 2 clusters Score -18713.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -18050.160156 Penalty: 1661.648438
	Iteration 0F: 3 clusters Score -18050.16 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -18234.226562 Penalty: 1661.648438
	Iteration 1F: 3 clusters Score -18234.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -18368.966797 Penalty: 1661.648438
	Iteration 2F: 3 clusters Score -18368.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -18388.947266 Penalty: 1661.648438
	Iteration 3Q: 3 clusters Score -18388.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -18388.947266 Penalty: 1661.648438
	Iteration 4F: 3 clusters Score -18388.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (20404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Entering Unmasked Estep 
Score: -2572713.750000 Penalty: 1476.614868
	Iteration 0F: 2 clusters Score -2572714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -2559355.500000 Penalty: 2953.229736
	Iteration 0F: 3 clusters Score -2559356 nChanged 8920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -2564180.750000 Penalty: 2953.229736
	Iteration 1F: 3 clusters Score -2564181 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -2564596.250000 Penalty: 2953.229736
	Iteration 2F: 3 clusters Score -2564596 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -2564914.750000 Penalty: 2953.229736
	Iteration 3Q: 3 clusters Score -2564915 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -2565191.250000 Penalty: 2953.229736
	Iteration 4Q: 3 clusters Score -2565191 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -2565435.250000 Penalty: 2953.229736
	Iteration 5Q: 3 clusters Score -2565435 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -2565692.750000 Penalty: 2953.229736
	Iteration 6Q: 3 clusters Score -2565693 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -2566026.750000 Penalty: 2953.229736
	Iteration 7Q: 3 clusters Score -2566027 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -2566485.750000 Penalty: 2953.229736
	Iteration 8Q: 3 clusters Score -2566486 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -2567123.500000 Penalty: 2953.229736
	Iteration 9F: 3 clusters Score -2567124 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -2567933.750000 Penalty: 2953.229736
	Iteration 10F: 3 clusters Score -2567934 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -2568838.500000 Penalty: 2953.229736
	Iteration 11F: 3 clusters Score -2568838 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -2569741.250000 Penalty: 2953.229736
	Iteration 12F: 3 clusters Score -2569741 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -2570477.750000 Penalty: 2953.229736
	Iteration 13Q: 3 clusters Score -2570478 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2570923.250000 Penalty: 2953.229736
	Iteration 14Q: 3 clusters Score -2570923 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2571217.000000 Penalty: 2953.229736
	Iteration 15Q: 3 clusters Score -2571217 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2571387.750000 Penalty: 2953.229736
	Iteration 16Q: 3 clusters Score -2571388 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2571501.500000 Penalty: 2953.229736
	Iteration 17Q: 3 clusters Score -2571502 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2571559.750000 Penalty: 2953.229736
	Iteration 18Q: 3 clusters Score -2571560 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2571602.000000 Penalty: 2953.229736
	Iteration 19Q: 3 clusters Score -2571602 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19998 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2571628.500000 Penalty: 2953.229736
	Iteration 20F: 3 clusters Score -2571628 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20012 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2571647.000000 Penalty: 2953.229736
	Iteration 21Q: 3 clusters Score -2571647 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20022 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2571668.250000 Penalty: 2953.229736
	Iteration 22Q: 3 clusters Score -2571668 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2571683.750000 Penalty: 2953.229736
	Iteration 23Q: 3 clusters Score -2571684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20031 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2571691.750000 Penalty: 2953.229736
	Iteration 24Q: 3 clusters Score -2571692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2571697.500000 Penalty: 2953.229736
	Iteration 25Q: 3 clusters Score -2571698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2571703.500000 Penalty: 2953.229736
	Iteration 26Q: 3 clusters Score -2571704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2571708.000000 Penalty: 2953.229736
	Iteration 27Q: 3 clusters Score -2571708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2571708.500000 Penalty: 2953.229736
	Iteration 28Q: 3 clusters Score -2571708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2571708.250000 Penalty: 2953.229736
	Iteration 29Q: 3 clusters Score -2571708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2571709.250000 Penalty: 2953.229736
	Iteration 30Q: 3 clusters Score -2571709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2571709.250000 Penalty: 2953.229736
	Iteration 31F: 3 clusters Score -2571709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 11913 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40187 members 
Mstep: Class 5 contains 10102 members 
Mstep: Class 6 contains 38321 members 
Mstep: Class 7 contains 31928 members 
Mstep: Class 8 contains 4123 members 
Mstep: Class 9 contains 6919 members 
Mstep: Class 10 contains 8638 members 
Mstep: Class 11 contains 4846 members 
Mstep: Class 12 contains 21795 members 
Mstep: Class 13 contains 14997 members 
Mstep: Class 14 contains 11434 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3873 members 
Mstep: Class 17 contains 51546 members 
Mstep: Class 18 contains 36350 members 
Mstep: Class 19 contains 21942 members 
Mstep: Class 20 contains 7215 members 
Mstep: Class 21 contains 19608 members 
Mstep: Class 22 contains 554 members 
Mstep: Class 23 contains 135 members 
Mstep: Class 24 contains 35693 members 
Mstep: Class 25 contains 13782 members 
Mstep: Class 26 contains 5739 members 
Mstep: Class 27 contains 52330 members 
Mstep: Class 28 contains 11108 members 
Mstep: Class 29 contains 67038 members 
Mstep: Class 30 contains 408 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16023 members 
Mstep: Class 33 contains 1183 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 516 members 
Mstep: Class 36 contains 62438 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9150 members 
Mstep: Class 39 contains 286 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 43. Lose 1895.239624 but Gain 1995.476562
Score: -80993896.000000 Penalty: 83809.710938
Iteration 279Q: 43 clusters Score -8.09939e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 11949 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40192 members 
Mstep: Class 5 contains 10097 members 
Mstep: Class 6 contains 38321 members 
Mstep: Class 7 contains 31960 members 
Mstep: Class 8 contains 4123 members 
Mstep: Class 9 contains 6919 members 
Mstep: Class 10 contains 8638 members 
Mstep: Class 11 contains 4846 members 
Mstep: Class 12 contains 21800 members 
Mstep: Class 13 contains 15039 members 
Mstep: Class 14 contains 11431 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3873 members 
Mstep: Class 17 contains 51529 members 
Mstep: Class 18 contains 36452 members 
Mstep: Class 19 contains 21959 members 
Mstep: Class 20 contains 7217 members 
Mstep: Class 21 contains 19666 members 
Mstep: Class 22 contains 660 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35696 members 
Mstep: Class 25 contains 13885 members 
Mstep: Class 26 contains 5739 members 
Mstep: Class 27 contains 52324 members 
Mstep: Class 28 contains 11141 members 
Mstep: Class 29 contains 67049 members 
Mstep: Class 30 contains 411 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16024 members 
Mstep: Class 33 contains 1183 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 539 members 
Mstep: Class 36 contains 62476 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9145 members 
Mstep: Class 39 contains 339 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20484 members 
Mstep: Class 42 contains 8603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80995768.000000 Penalty: 83809.710938
Iteration 280F: 43 clusters Score -8.099577e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 11956 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40193 members 
Mstep: Class 5 contains 10096 members 
Mstep: Class 6 contains 38322 members 
Mstep: Class 7 contains 31857 members 
Mstep: Class 8 contains 4124 members 
Mstep: Class 9 contains 6919 members 
Mstep: Class 10 contains 8638 members 
Mstep: Class 11 contains 4846 members 
Mstep: Class 12 contains 21797 members 
Mstep: Class 13 contains 15034 members 
Mstep: Class 14 contains 11427 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3873 members 
Mstep: Class 17 contains 51522 members 
Mstep: Class 18 contains 36447 members 
Mstep: Class 19 contains 21956 members 
Mstep: Class 20 contains 7216 members 
Mstep: Class 21 contains 19662 members 
Mstep: Class 22 contains 673 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35691 members 
Mstep: Class 25 contains 13855 members 
Mstep: Class 26 contains 5737 members 
Mstep: Class 27 contains 52318 members 
Mstep: Class 28 contains 11142 members 
Mstep: Class 29 contains 67063 members 
Mstep: Class 30 contains 411 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16025 members 
Mstep: Class 33 contains 1183 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 533 members 
Mstep: Class 36 contains 62467 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9141 members 
Mstep: Class 39 contains 332 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20528 members 
Mstep: Class 42 contains 8759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996096.000000 Penalty: 83809.710938
Iteration 281Q: 43 clusters Score -8.09961e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 11964 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40190 members 
Mstep: Class 5 contains 10093 members 
Mstep: Class 6 contains 38324 members 
Mstep: Class 7 contains 31798 members 
Mstep: Class 8 contains 4125 members 
Mstep: Class 9 contains 6919 members 
Mstep: Class 10 contains 8638 members 
Mstep: Class 11 contains 4846 members 
Mstep: Class 12 contains 21791 members 
Mstep: Class 13 contains 15045 members 
Mstep: Class 14 contains 11429 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3873 members 
Mstep: Class 17 contains 51512 members 
Mstep: Class 18 contains 36449 members 
Mstep: Class 19 contains 21957 members 
Mstep: Class 20 contains 7216 members 
Mstep: Class 21 contains 19678 members 
Mstep: Class 22 contains 686 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35686 members 
Mstep: Class 25 contains 13851 members 
Mstep: Class 26 contains 5737 members 
Mstep: Class 27 contains 52311 members 
Mstep: Class 28 contains 11142 members 
Mstep: Class 29 contains 67075 members 
Mstep: Class 30 contains 412 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16030 members 
Mstep: Class 33 contains 1183 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 530 members 
Mstep: Class 36 contains 62461 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9143 members 
Mstep: Class 39 contains 321 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20571 members 
Mstep: Class 42 contains 8783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996168.000000 Penalty: 83809.710938
Iteration 282Q: 43 clusters Score -8.099617e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 11969 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40192 members 
Mstep: Class 5 contains 10090 members 
Mstep: Class 6 contains 38323 members 
Mstep: Class 7 contains 31741 members 
Mstep: Class 8 contains 4125 members 
Mstep: Class 9 contains 6919 members 
Mstep: Class 10 contains 8638 members 
Mstep: Class 11 contains 4846 members 
Mstep: Class 12 contains 21784 members 
Mstep: Class 13 contains 15052 members 
Mstep: Class 14 contains 11429 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3873 members 
Mstep: Class 17 contains 51496 members 
Mstep: Class 18 contains 36450 members 
Mstep: Class 19 contains 21961 members 
Mstep: Class 20 contains 7216 members 
Mstep: Class 21 contains 19689 members 
Mstep: Class 22 contains 692 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35682 members 
Mstep: Class 25 contains 13849 members 
Mstep: Class 26 contains 5736 members 
Mstep: Class 27 contains 52318 members 
Mstep: Class 28 contains 11143 members 
Mstep: Class 29 contains 67089 members 
Mstep: Class 30 contains 413 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16031 members 
Mstep: Class 33 contains 1183 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 529 members 
Mstep: Class 36 contains 62450 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9144 members 
Mstep: Class 39 contains 315 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20615 members 
Mstep: Class 42 contains 8793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996240.000000 Penalty: 83809.710938
Iteration 283Q: 43 clusters Score -8.099624e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 11971 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40189 members 
Mstep: Class 5 contains 10089 members 
Mstep: Class 6 contains 38323 members 
Mstep: Class 7 contains 31709 members 
Mstep: Class 8 contains 4125 members 
Mstep: Class 9 contains 6920 members 
Mstep: Class 10 contains 8638 members 
Mstep: Class 11 contains 4846 members 
Mstep: Class 12 contains 21782 members 
Mstep: Class 13 contains 15058 members 
Mstep: Class 14 contains 11429 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3873 members 
Mstep: Class 17 contains 51489 members 
Mstep: Class 18 contains 36454 members 
Mstep: Class 19 contains 21960 members 
Mstep: Class 20 contains 7214 members 
Mstep: Class 21 contains 19701 members 
Mstep: Class 22 contains 697 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35678 members 
Mstep: Class 25 contains 13854 members 
Mstep: Class 26 contains 5735 members 
Mstep: Class 27 contains 52311 members 
Mstep: Class 28 contains 11146 members 
Mstep: Class 29 contains 67098 members 
Mstep: Class 30 contains 413 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16035 members 
Mstep: Class 33 contains 1183 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 528 members 
Mstep: Class 36 contains 62457 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9143 members 
Mstep: Class 39 contains 311 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20649 members 
Mstep: Class 42 contains 8789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996200.000000 Penalty: 83809.710938
Iteration 284Q: 43 clusters Score -8.09962e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 11972 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40180 members 
Mstep: Class 5 contains 10089 members 
Mstep: Class 6 contains 38322 members 
Mstep: Class 7 contains 31692 members 
Mstep: Class 8 contains 4125 members 
Mstep: Class 9 contains 6920 members 
Mstep: Class 10 contains 8638 members 
Mstep: Class 11 contains 4846 members 
Mstep: Class 12 contains 21780 members 
Mstep: Class 13 contains 15061 members 
Mstep: Class 14 contains 11427 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3873 members 
Mstep: Class 17 contains 51483 members 
Mstep: Class 18 contains 36459 members 
Mstep: Class 19 contains 21961 members 
Mstep: Class 20 contains 7214 members 
Mstep: Class 21 contains 19703 members 
Mstep: Class 22 contains 703 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35677 members 
Mstep: Class 25 contains 13860 members 
Mstep: Class 26 contains 5737 members 
Mstep: Class 27 contains 52310 members 
Mstep: Class 28 contains 11144 members 
Mstep: Class 29 contains 67101 members 
Mstep: Class 30 contains 411 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16034 members 
Mstep: Class 33 contains 1183 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 528 members 
Mstep: Class 36 contains 62461 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9143 members 
Mstep: Class 39 contains 307 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20670 members 
Mstep: Class 42 contains 8789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996256.000000 Penalty: 83809.710938
Iteration 285Q: 43 clusters Score -8.099626e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 11971 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40174 members 
Mstep: Class 5 contains 10088 members 
Mstep: Class 6 contains 38323 members 
Mstep: Class 7 contains 31675 members 
Mstep: Class 8 contains 4125 members 
Mstep: Class 9 contains 6920 members 
Mstep: Class 10 contains 8638 members 
Mstep: Class 11 contains 4846 members 
Mstep: Class 12 contains 21778 members 
Mstep: Class 13 contains 15064 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3873 members 
Mstep: Class 17 contains 51469 members 
Mstep: Class 18 contains 36459 members 
Mstep: Class 19 contains 21962 members 
Mstep: Class 20 contains 7212 members 
Mstep: Class 21 contains 19706 members 
Mstep: Class 22 contains 707 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35677 members 
Mstep: Class 25 contains 13861 members 
Mstep: Class 26 contains 5737 members 
Mstep: Class 27 contains 52313 members 
Mstep: Class 28 contains 11144 members 
Mstep: Class 29 contains 67115 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16035 members 
Mstep: Class 33 contains 1183 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 528 members 
Mstep: Class 36 contains 62462 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9142 members 
Mstep: Class 39 contains 304 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20693 members 
Mstep: Class 42 contains 8788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996264.000000 Penalty: 83809.710938
Iteration 286Q: 43 clusters Score -8.099626e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 11972 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40167 members 
Mstep: Class 5 contains 10090 members 
Mstep: Class 6 contains 38325 members 
Mstep: Class 7 contains 31665 members 
Mstep: Class 8 contains 4125 members 
Mstep: Class 9 contains 6920 members 
Mstep: Class 10 contains 8639 members 
Mstep: Class 11 contains 4846 members 
Mstep: Class 12 contains 21777 members 
Mstep: Class 13 contains 15064 members 
Mstep: Class 14 contains 11429 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3873 members 
Mstep: Class 17 contains 51461 members 
Mstep: Class 18 contains 36462 members 
Mstep: Class 19 contains 21962 members 
Mstep: Class 20 contains 7211 members 
Mstep: Class 21 contains 19709 members 
Mstep: Class 22 contains 710 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35677 members 
Mstep: Class 25 contains 13858 members 
Mstep: Class 26 contains 5736 members 
Mstep: Class 27 contains 52318 members 
Mstep: Class 28 contains 11144 members 
Mstep: Class 29 contains 67121 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16037 members 
Mstep: Class 33 contains 1184 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 527 members 
Mstep: Class 36 contains 62469 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9141 members 
Mstep: Class 39 contains 302 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20702 members 
Mstep: Class 42 contains 8785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996360.000000 Penalty: 83809.710938
Iteration 287Q: 43 clusters Score -8.099636e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 11973 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40169 members 
Mstep: Class 5 contains 10093 members 
Mstep: Class 6 contains 38323 members 
Mstep: Class 7 contains 31660 members 
Mstep: Class 8 contains 4125 members 
Mstep: Class 9 contains 6920 members 
Mstep: Class 10 contains 8639 members 
Mstep: Class 11 contains 4846 members 
Mstep: Class 12 contains 21777 members 
Mstep: Class 13 contains 15066 members 
Mstep: Class 14 contains 11430 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3873 members 
Mstep: Class 17 contains 51451 members 
Mstep: Class 18 contains 36463 members 
Mstep: Class 19 contains 21962 members 
Mstep: Class 20 contains 7211 members 
Mstep: Class 21 contains 19710 members 
Mstep: Class 22 contains 715 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35678 members 
Mstep: Class 25 contains 13860 members 
Mstep: Class 26 contains 5734 members 
Mstep: Class 27 contains 52309 members 
Mstep: Class 28 contains 11141 members 
Mstep: Class 29 contains 67132 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16038 members 
Mstep: Class 33 contains 1185 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 525 members 
Mstep: Class 36 contains 62475 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9141 members 
Mstep: Class 39 contains 299 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20706 members 
Mstep: Class 42 contains 8782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996360.000000 Penalty: 83809.710938
Iteration 288Q: 43 clusters Score -8.099636e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 11973 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40170 members 
Mstep: Class 5 contains 10094 members 
Mstep: Class 6 contains 38322 members 
Mstep: Class 7 contains 31653 members 
Mstep: Class 8 contains 4125 members 
Mstep: Class 9 contains 6920 members 
Mstep: Class 10 contains 8639 members 
Mstep: Class 11 contains 4846 members 
Mstep: Class 12 contains 21777 members 
Mstep: Class 13 contains 15067 members 
Mstep: Class 14 contains 11429 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3873 members 
Mstep: Class 17 contains 51451 members 
Mstep: Class 18 contains 36464 members 
Mstep: Class 19 contains 21962 members 
Mstep: Class 20 contains 7211 members 
Mstep: Class 21 contains 19711 members 
Mstep: Class 22 contains 717 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35678 members 
Mstep: Class 25 contains 13856 members 
Mstep: Class 26 contains 5735 members 
Mstep: Class 27 contains 52302 members 
Mstep: Class 28 contains 11141 members 
Mstep: Class 29 contains 67137 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16038 members 
Mstep: Class 33 contains 1186 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 524 members 
Mstep: Class 36 contains 62480 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9142 members 
Mstep: Class 39 contains 298 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20707 members 
Mstep: Class 42 contains 8783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996368.000000 Penalty: 83809.710938
Iteration 289Q: 43 clusters Score -8.099637e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 11973 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40167 members 
Mstep: Class 5 contains 10094 members 
Mstep: Class 6 contains 38322 members 
Mstep: Class 7 contains 31649 members 
Mstep: Class 8 contains 4125 members 
Mstep: Class 9 contains 6919 members 
Mstep: Class 10 contains 8639 members 
Mstep: Class 11 contains 4846 members 
Mstep: Class 12 contains 21777 members 
Mstep: Class 13 contains 15067 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 3873 members 
Mstep: Class 17 contains 51449 members 
Mstep: Class 18 contains 36465 members 
Mstep: Class 19 contains 21962 members 
Mstep: Class 20 contains 7211 members 
Mstep: Class 21 contains 19713 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35678 members 
Mstep: Class 25 contains 13854 members 
Mstep: Class 26 contains 5735 members 
Mstep: Class 27 contains 52306 members 
Mstep: Class 28 contains 11141 members 
Mstep: Class 29 contains 67141 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16039 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 524 members 
Mstep: Class 36 contains 62478 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9141 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20709 members 
Mstep: Class 42 contains 8786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996384.000000 Penalty: 83809.710938
Iteration 290Q: 43 clusters Score -8.099638e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 11973 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40171 members 
Mstep: Class 5 contains 10094 members 
Mstep: Class 6 contains 38325 members 
Mstep: Class 7 contains 31641 members 
Mstep: Class 8 contains 4125 members 
Mstep: Class 9 contains 6919 members 
Mstep: Class 10 contains 8639 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 21777 members 
Mstep: Class 13 contains 15068 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 3873 members 
Mstep: Class 17 contains 51438 members 
Mstep: Class 18 contains 36465 members 
Mstep: Class 19 contains 21963 members 
Mstep: Class 20 contains 7211 members 
Mstep: Class 21 contains 19713 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35678 members 
Mstep: Class 25 contains 13851 members 
Mstep: Class 26 contains 5736 members 
Mstep: Class 27 contains 52309 members 
Mstep: Class 28 contains 11140 members 
Mstep: Class 29 contains 67151 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16040 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 524 members 
Mstep: Class 36 contains 62473 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9141 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20710 members 
Mstep: Class 42 contains 8789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996336.000000 Penalty: 83809.710938
Iteration 291Q: 43 clusters Score -8.099634e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 11973 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40167 members 
Mstep: Class 5 contains 10094 members 
Mstep: Class 6 contains 38325 members 
Mstep: Class 7 contains 31640 members 
Mstep: Class 8 contains 4125 members 
Mstep: Class 9 contains 6920 members 
Mstep: Class 10 contains 8639 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 21777 members 
Mstep: Class 13 contains 15069 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 3873 members 
Mstep: Class 17 contains 51431 members 
Mstep: Class 18 contains 36465 members 
Mstep: Class 19 contains 21963 members 
Mstep: Class 20 contains 7211 members 
Mstep: Class 21 contains 19715 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35678 members 
Mstep: Class 25 contains 13844 members 
Mstep: Class 26 contains 5737 members 
Mstep: Class 27 contains 52315 members 
Mstep: Class 28 contains 11140 members 
Mstep: Class 29 contains 67160 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16040 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 524 members 
Mstep: Class 36 contains 62467 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9141 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20711 members 
Mstep: Class 42 contains 8786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996264.000000 Penalty: 83809.710938
Iteration 292Q: 43 clusters Score -8.099626e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 11974 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40165 members 
Mstep: Class 5 contains 10095 members 
Mstep: Class 6 contains 38325 members 
Mstep: Class 7 contains 31633 members 
Mstep: Class 8 contains 4125 members 
Mstep: Class 9 contains 6920 members 
Mstep: Class 10 contains 8639 members 
Mstep: Class 11 contains 4846 members 
Mstep: Class 12 contains 21778 members 
Mstep: Class 13 contains 15069 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 3873 members 
Mstep: Class 17 contains 51430 members 
Mstep: Class 18 contains 36465 members 
Mstep: Class 19 contains 21964 members 
Mstep: Class 20 contains 7211 members 
Mstep: Class 21 contains 19715 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35679 members 
Mstep: Class 25 contains 13841 members 
Mstep: Class 26 contains 5737 members 
Mstep: Class 27 contains 52315 members 
Mstep: Class 28 contains 11140 members 
Mstep: Class 29 contains 67162 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16040 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 524 members 
Mstep: Class 36 contains 62466 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9141 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20710 members 
Mstep: Class 42 contains 8791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996296.000000 Penalty: 83809.710938
Iteration 293Q: 43 clusters Score -8.09963e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 11974 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40167 members 
Mstep: Class 5 contains 10098 members 
Mstep: Class 6 contains 38323 members 
Mstep: Class 7 contains 31626 members 
Mstep: Class 8 contains 4125 members 
Mstep: Class 9 contains 6920 members 
Mstep: Class 10 contains 8639 members 
Mstep: Class 11 contains 4846 members 
Mstep: Class 12 contains 21778 members 
Mstep: Class 13 contains 15069 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 3873 members 
Mstep: Class 17 contains 51420 members 
Mstep: Class 18 contains 36465 members 
Mstep: Class 19 contains 21964 members 
Mstep: Class 20 contains 7211 members 
Mstep: Class 21 contains 19715 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35679 members 
Mstep: Class 25 contains 13845 members 
Mstep: Class 26 contains 5735 members 
Mstep: Class 27 contains 52317 members 
Mstep: Class 28 contains 11141 members 
Mstep: Class 29 contains 67169 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16041 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 524 members 
Mstep: Class 36 contains 62464 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9141 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20713 members 
Mstep: Class 42 contains 8792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996296.000000 Penalty: 83809.710938
Iteration 294Q: 43 clusters Score -8.09963e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 11975 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40168 members 
Mstep: Class 5 contains 10098 members 
Mstep: Class 6 contains 38324 members 
Mstep: Class 7 contains 31617 members 
Mstep: Class 8 contains 4125 members 
Mstep: Class 9 contains 6920 members 
Mstep: Class 10 contains 8639 members 
Mstep: Class 11 contains 4846 members 
Mstep: Class 12 contains 21778 members 
Mstep: Class 13 contains 15069 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 51407 members 
Mstep: Class 18 contains 36466 members 
Mstep: Class 19 contains 21964 members 
Mstep: Class 20 contains 7211 members 
Mstep: Class 21 contains 19715 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35680 members 
Mstep: Class 25 contains 13849 members 
Mstep: Class 26 contains 5734 members 
Mstep: Class 27 contains 52313 members 
Mstep: Class 28 contains 11142 members 
Mstep: Class 29 contains 67181 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16042 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 524 members 
Mstep: Class 36 contains 62467 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9141 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20712 members 
Mstep: Class 42 contains 8793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996304.000000 Penalty: 83809.710938
Iteration 295Q: 43 clusters Score -8.09963e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 11974 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40166 members 
Mstep: Class 5 contains 10098 members 
Mstep: Class 6 contains 38327 members 
Mstep: Class 7 contains 31611 members 
Mstep: Class 8 contains 4125 members 
Mstep: Class 9 contains 6920 members 
Mstep: Class 10 contains 8639 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 21778 members 
Mstep: Class 13 contains 15070 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 51395 members 
Mstep: Class 18 contains 36466 members 
Mstep: Class 19 contains 21963 members 
Mstep: Class 20 contains 7209 members 
Mstep: Class 21 contains 19715 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35679 members 
Mstep: Class 25 contains 13850 members 
Mstep: Class 26 contains 5734 members 
Mstep: Class 27 contains 52305 members 
Mstep: Class 28 contains 11143 members 
Mstep: Class 29 contains 67194 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16042 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 524 members 
Mstep: Class 36 contains 62479 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9141 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20713 members 
Mstep: Class 42 contains 8792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996328.000000 Penalty: 83809.710938
Iteration 296Q: 43 clusters Score -8.099633e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 11976 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40164 members 
Mstep: Class 5 contains 10098 members 
Mstep: Class 6 contains 38329 members 
Mstep: Class 7 contains 31611 members 
Mstep: Class 8 contains 4125 members 
Mstep: Class 9 contains 6920 members 
Mstep: Class 10 contains 8639 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 21779 members 
Mstep: Class 13 contains 15071 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 51387 members 
Mstep: Class 18 contains 36466 members 
Mstep: Class 19 contains 21963 members 
Mstep: Class 20 contains 7206 members 
Mstep: Class 21 contains 19715 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35678 members 
Mstep: Class 25 contains 13856 members 
Mstep: Class 26 contains 5734 members 
Mstep: Class 27 contains 52305 members 
Mstep: Class 28 contains 11143 members 
Mstep: Class 29 contains 67201 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16042 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 524 members 
Mstep: Class 36 contains 62480 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9141 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20712 members 
Mstep: Class 42 contains 8790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996312.000000 Penalty: 83809.710938
Iteration 297Q: 43 clusters Score -8.099631e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 11976 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40164 members 
Mstep: Class 5 contains 10098 members 
Mstep: Class 6 contains 38330 members 
Mstep: Class 7 contains 31610 members 
Mstep: Class 8 contains 4125 members 
Mstep: Class 9 contains 6921 members 
Mstep: Class 10 contains 8639 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 21779 members 
Mstep: Class 13 contains 15071 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 51371 members 
Mstep: Class 18 contains 36466 members 
Mstep: Class 19 contains 21963 members 
Mstep: Class 20 contains 7204 members 
Mstep: Class 21 contains 19717 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35677 members 
Mstep: Class 25 contains 13858 members 
Mstep: Class 26 contains 5734 members 
Mstep: Class 27 contains 52312 members 
Mstep: Class 28 contains 11144 members 
Mstep: Class 29 contains 67210 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16042 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 524 members 
Mstep: Class 36 contains 62480 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9141 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20712 members 
Mstep: Class 42 contains 8786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996368.000000 Penalty: 83809.710938
Iteration 298Q: 43 clusters Score -8.099637e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 11977 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40161 members 
Mstep: Class 5 contains 10098 members 
Mstep: Class 6 contains 38332 members 
Mstep: Class 7 contains 31611 members 
Mstep: Class 8 contains 4125 members 
Mstep: Class 9 contains 6919 members 
Mstep: Class 10 contains 8639 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 21779 members 
Mstep: Class 13 contains 15071 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 51356 members 
Mstep: Class 18 contains 36466 members 
Mstep: Class 19 contains 21963 members 
Mstep: Class 20 contains 7201 members 
Mstep: Class 21 contains 19717 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35678 members 
Mstep: Class 25 contains 13858 members 
Mstep: Class 26 contains 5734 members 
Mstep: Class 27 contains 52319 members 
Mstep: Class 28 contains 11144 members 
Mstep: Class 29 contains 67220 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16042 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 524 members 
Mstep: Class 36 contains 62481 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9141 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20712 members 
Mstep: Class 42 contains 8785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996376.000000 Penalty: 83809.710938
Iteration 299Q: 43 clusters Score -8.099638e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 11977 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40160 members 
Mstep: Class 5 contains 10098 members 
Mstep: Class 6 contains 38330 members 
Mstep: Class 7 contains 31610 members 
Mstep: Class 8 contains 4125 members 
Mstep: Class 9 contains 6919 members 
Mstep: Class 10 contains 8639 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 21779 members 
Mstep: Class 13 contains 15071 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 51345 members 
Mstep: Class 18 contains 36468 members 
Mstep: Class 19 contains 21963 members 
Mstep: Class 20 contains 7200 members 
Mstep: Class 21 contains 19717 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35680 members 
Mstep: Class 25 contains 13857 members 
Mstep: Class 26 contains 5734 members 
Mstep: Class 27 contains 52327 members 
Mstep: Class 28 contains 11144 members 
Mstep: Class 29 contains 67227 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16043 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 524 members 
Mstep: Class 36 contains 62477 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9141 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20712 members 
Mstep: Class 42 contains 8785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996320.000000 Penalty: 83809.710938
Iteration 300F: 43 clusters Score -8.099632e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 11977 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40160 members 
Mstep: Class 5 contains 10098 members 
Mstep: Class 6 contains 38331 members 
Mstep: Class 7 contains 31610 members 
Mstep: Class 8 contains 4125 members 
Mstep: Class 9 contains 6919 members 
Mstep: Class 10 contains 8639 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 21778 members 
Mstep: Class 13 contains 15072 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 51329 members 
Mstep: Class 18 contains 36469 members 
Mstep: Class 19 contains 21963 members 
Mstep: Class 20 contains 7199 members 
Mstep: Class 21 contains 19718 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35681 members 
Mstep: Class 25 contains 13854 members 
Mstep: Class 26 contains 5734 members 
Mstep: Class 27 contains 52337 members 
Mstep: Class 28 contains 11144 members 
Mstep: Class 29 contains 67237 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16043 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 524 members 
Mstep: Class 36 contains 62473 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9141 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20712 members 
Mstep: Class 42 contains 8784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996368.000000 Penalty: 83809.710938
Iteration 301Q: 43 clusters Score -8.099637e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 11977 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40159 members 
Mstep: Class 5 contains 10098 members 
Mstep: Class 6 contains 38330 members 
Mstep: Class 7 contains 31610 members 
Mstep: Class 8 contains 4125 members 
Mstep: Class 9 contains 6918 members 
Mstep: Class 10 contains 8639 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 21778 members 
Mstep: Class 13 contains 15071 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 51322 members 
Mstep: Class 18 contains 36469 members 
Mstep: Class 19 contains 21962 members 
Mstep: Class 20 contains 7197 members 
Mstep: Class 21 contains 19720 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35682 members 
Mstep: Class 25 contains 13852 members 
Mstep: Class 26 contains 5734 members 
Mstep: Class 27 contains 52341 members 
Mstep: Class 28 contains 11144 members 
Mstep: Class 29 contains 67247 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16043 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 524 members 
Mstep: Class 36 contains 62472 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9141 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20713 members 
Mstep: Class 42 contains 8785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996360.000000 Penalty: 83809.710938
Iteration 302Q: 43 clusters Score -8.099636e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 11977 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40160 members 
Mstep: Class 5 contains 10098 members 
Mstep: Class 6 contains 38329 members 
Mstep: Class 7 contains 31609 members 
Mstep: Class 8 contains 4125 members 
Mstep: Class 9 contains 6918 members 
Mstep: Class 10 contains 8639 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 21778 members 
Mstep: Class 13 contains 15071 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 51320 members 
Mstep: Class 18 contains 36469 members 
Mstep: Class 19 contains 21961 members 
Mstep: Class 20 contains 7193 members 
Mstep: Class 21 contains 19723 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35682 members 
Mstep: Class 25 contains 13851 members 
Mstep: Class 26 contains 5734 members 
Mstep: Class 27 contains 52344 members 
Mstep: Class 28 contains 11143 members 
Mstep: Class 29 contains 67251 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16043 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 524 members 
Mstep: Class 36 contains 62471 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9142 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20712 members 
Mstep: Class 42 contains 8785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996320.000000 Penalty: 83809.710938
Iteration 303Q: 43 clusters Score -8.099632e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 11977 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40159 members 
Mstep: Class 5 contains 10098 members 
Mstep: Class 6 contains 38328 members 
Mstep: Class 7 contains 31606 members 
Mstep: Class 8 contains 4125 members 
Mstep: Class 9 contains 6918 members 
Mstep: Class 10 contains 8639 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 21778 members 
Mstep: Class 13 contains 15070 members 
Mstep: Class 14 contains 11429 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 51322 members 
Mstep: Class 18 contains 36469 members 
Mstep: Class 19 contains 21961 members 
Mstep: Class 20 contains 7193 members 
Mstep: Class 21 contains 19723 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35683 members 
Mstep: Class 25 contains 13851 members 
Mstep: Class 26 contains 5734 members 
Mstep: Class 27 contains 52349 members 
Mstep: Class 28 contains 11143 members 
Mstep: Class 29 contains 67249 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16043 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 524 members 
Mstep: Class 36 contains 62468 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9144 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20712 members 
Mstep: Class 42 contains 8786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996312.000000 Penalty: 83809.710938
Iteration 304Q: 43 clusters Score -8.099631e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 11977 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40162 members 
Mstep: Class 5 contains 10098 members 
Mstep: Class 6 contains 38327 members 
Mstep: Class 7 contains 31605 members 
Mstep: Class 8 contains 4125 members 
Mstep: Class 9 contains 6918 members 
Mstep: Class 10 contains 8639 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 21779 members 
Mstep: Class 13 contains 15070 members 
Mstep: Class 14 contains 11429 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 51320 members 
Mstep: Class 18 contains 36468 members 
Mstep: Class 19 contains 21961 members 
Mstep: Class 20 contains 7193 members 
Mstep: Class 21 contains 19724 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35683 members 
Mstep: Class 25 contains 13850 members 
Mstep: Class 26 contains 5734 members 
Mstep: Class 27 contains 52353 members 
Mstep: Class 28 contains 11143 members 
Mstep: Class 29 contains 67249 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16043 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 524 members 
Mstep: Class 36 contains 62465 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9143 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20713 members 
Mstep: Class 42 contains 8785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996312.000000 Penalty: 83809.710938
Iteration 305Q: 43 clusters Score -8.099631e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 11977 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40161 members 
Mstep: Class 5 contains 10098 members 
Mstep: Class 6 contains 38327 members 
Mstep: Class 7 contains 31605 members 
Mstep: Class 8 contains 4125 members 
Mstep: Class 9 contains 6918 members 
Mstep: Class 10 contains 8639 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 21779 members 
Mstep: Class 13 contains 15070 members 
Mstep: Class 14 contains 11429 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 51317 members 
Mstep: Class 18 contains 36468 members 
Mstep: Class 19 contains 21961 members 
Mstep: Class 20 contains 7192 members 
Mstep: Class 21 contains 19724 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35683 members 
Mstep: Class 25 contains 13850 members 
Mstep: Class 26 contains 5734 members 
Mstep: Class 27 contains 52355 members 
Mstep: Class 28 contains 11143 members 
Mstep: Class 29 contains 67253 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16043 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 524 members 
Mstep: Class 36 contains 62465 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9142 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20713 members 
Mstep: Class 42 contains 8785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996296.000000 Penalty: 83809.710938
Iteration 306Q: 43 clusters Score -8.09963e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 11977 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40162 members 
Mstep: Class 5 contains 10098 members 
Mstep: Class 6 contains 38328 members 
Mstep: Class 7 contains 31605 members 
Mstep: Class 8 contains 4125 members 
Mstep: Class 9 contains 6918 members 
Mstep: Class 10 contains 8639 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 21779 members 
Mstep: Class 13 contains 15070 members 
Mstep: Class 14 contains 11429 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 51317 members 
Mstep: Class 18 contains 36468 members 
Mstep: Class 19 contains 21961 members 
Mstep: Class 20 contains 7191 members 
Mstep: Class 21 contains 19724 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35684 members 
Mstep: Class 25 contains 13850 members 
Mstep: Class 26 contains 5734 members 
Mstep: Class 27 contains 52351 members 
Mstep: Class 28 contains 11143 members 
Mstep: Class 29 contains 67255 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16043 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 524 members 
Mstep: Class 36 contains 62465 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9142 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20713 members 
Mstep: Class 42 contains 8785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996296.000000 Penalty: 83809.710938
Iteration 307Q: 43 clusters Score -8.09963e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 11977 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40164 members 
Mstep: Class 5 contains 10098 members 
Mstep: Class 6 contains 38327 members 
Mstep: Class 7 contains 31605 members 
Mstep: Class 8 contains 4125 members 
Mstep: Class 9 contains 6918 members 
Mstep: Class 10 contains 8639 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 21779 members 
Mstep: Class 13 contains 15070 members 
Mstep: Class 14 contains 11429 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 51318 members 
Mstep: Class 18 contains 36468 members 
Mstep: Class 19 contains 21961 members 
Mstep: Class 20 contains 7190 members 
Mstep: Class 21 contains 19724 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35684 members 
Mstep: Class 25 contains 13849 members 
Mstep: Class 26 contains 5734 members 
Mstep: Class 27 contains 52350 members 
Mstep: Class 28 contains 11143 members 
Mstep: Class 29 contains 67256 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16043 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 524 members 
Mstep: Class 36 contains 62465 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9142 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20713 members 
Mstep: Class 42 contains 8785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996312.000000 Penalty: 83809.710938
Iteration 308Q: 43 clusters Score -8.099631e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 11977 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40163 members 
Mstep: Class 5 contains 10098 members 
Mstep: Class 6 contains 38326 members 
Mstep: Class 7 contains 31605 members 
Mstep: Class 8 contains 4125 members 
Mstep: Class 9 contains 6918 members 
Mstep: Class 10 contains 8639 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 21779 members 
Mstep: Class 13 contains 15070 members 
Mstep: Class 14 contains 11429 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 51320 members 
Mstep: Class 18 contains 36468 members 
Mstep: Class 19 contains 21961 members 
Mstep: Class 20 contains 7190 members 
Mstep: Class 21 contains 19724 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35684 members 
Mstep: Class 25 contains 13849 members 
Mstep: Class 26 contains 5734 members 
Mstep: Class 27 contains 52349 members 
Mstep: Class 28 contains 11143 members 
Mstep: Class 29 contains 67257 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16043 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 524 members 
Mstep: Class 36 contains 62465 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9142 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20713 members 
Mstep: Class 42 contains 8785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996288.000000 Penalty: 83809.710938
Iteration 309Q: 43 clusters Score -8.099629e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 11977 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40163 members 
Mstep: Class 5 contains 10098 members 
Mstep: Class 6 contains 38325 members 
Mstep: Class 7 contains 31604 members 
Mstep: Class 8 contains 4125 members 
Mstep: Class 9 contains 6918 members 
Mstep: Class 10 contains 8639 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 21779 members 
Mstep: Class 13 contains 15070 members 
Mstep: Class 14 contains 11429 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 51321 members 
Mstep: Class 18 contains 36468 members 
Mstep: Class 19 contains 21961 members 
Mstep: Class 20 contains 7190 members 
Mstep: Class 21 contains 19724 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35686 members 
Mstep: Class 25 contains 13850 members 
Mstep: Class 26 contains 5734 members 
Mstep: Class 27 contains 52349 members 
Mstep: Class 28 contains 11143 members 
Mstep: Class 29 contains 67259 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16043 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 524 members 
Mstep: Class 36 contains 62460 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9143 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20713 members 
Mstep: Class 42 contains 8785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996280.000000 Penalty: 83809.710938
Iteration 310Q: 43 clusters Score -8.099628e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 11977 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40165 members 
Mstep: Class 5 contains 10099 members 
Mstep: Class 6 contains 38325 members 
Mstep: Class 7 contains 31603 members 
Mstep: Class 8 contains 4125 members 
Mstep: Class 9 contains 6918 members 
Mstep: Class 10 contains 8639 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 21779 members 
Mstep: Class 13 contains 15070 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 51325 members 
Mstep: Class 18 contains 36468 members 
Mstep: Class 19 contains 21961 members 
Mstep: Class 20 contains 7190 members 
Mstep: Class 21 contains 19724 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35687 members 
Mstep: Class 25 contains 13851 members 
Mstep: Class 26 contains 5734 members 
Mstep: Class 27 contains 52342 members 
Mstep: Class 28 contains 11143 members 
Mstep: Class 29 contains 67261 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16043 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 524 members 
Mstep: Class 36 contains 62458 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9143 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20713 members 
Mstep: Class 42 contains 8785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996256.000000 Penalty: 83809.710938
Iteration 311Q: 43 clusters Score -8.099626e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 11977 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40165 members 
Mstep: Class 5 contains 10100 members 
Mstep: Class 6 contains 38325 members 
Mstep: Class 7 contains 31602 members 
Mstep: Class 8 contains 4125 members 
Mstep: Class 9 contains 6918 members 
Mstep: Class 10 contains 8639 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 21779 members 
Mstep: Class 13 contains 15070 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 51324 members 
Mstep: Class 18 contains 36468 members 
Mstep: Class 19 contains 21961 members 
Mstep: Class 20 contains 7190 members 
Mstep: Class 21 contains 19725 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35687 members 
Mstep: Class 25 contains 13852 members 
Mstep: Class 26 contains 5733 members 
Mstep: Class 27 contains 52339 members 
Mstep: Class 28 contains 11143 members 
Mstep: Class 29 contains 67263 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16043 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 524 members 
Mstep: Class 36 contains 62459 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9143 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20713 members 
Mstep: Class 42 contains 8785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996240.000000 Penalty: 83809.710938
Iteration 312Q: 43 clusters Score -8.099624e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 11977 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40164 members 
Mstep: Class 5 contains 10100 members 
Mstep: Class 6 contains 38324 members 
Mstep: Class 7 contains 31602 members 
Mstep: Class 8 contains 4125 members 
Mstep: Class 9 contains 6918 members 
Mstep: Class 10 contains 8639 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 21779 members 
Mstep: Class 13 contains 15070 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 51330 members 
Mstep: Class 18 contains 36468 members 
Mstep: Class 19 contains 21961 members 
Mstep: Class 20 contains 7190 members 
Mstep: Class 21 contains 19725 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35687 members 
Mstep: Class 25 contains 13854 members 
Mstep: Class 26 contains 5732 members 
Mstep: Class 27 contains 52338 members 
Mstep: Class 28 contains 11143 members 
Mstep: Class 29 contains 67265 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16043 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 524 members 
Mstep: Class 36 contains 62454 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9143 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20713 members 
Mstep: Class 42 contains 8785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996232.000000 Penalty: 83809.710938
Iteration 313Q: 43 clusters Score -8.099623e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 11977 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40163 members 
Mstep: Class 5 contains 10100 members 
Mstep: Class 6 contains 38323 members 
Mstep: Class 7 contains 31602 members 
Mstep: Class 8 contains 4126 members 
Mstep: Class 9 contains 6918 members 
Mstep: Class 10 contains 8640 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 21779 members 
Mstep: Class 13 contains 15070 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 51344 members 
Mstep: Class 18 contains 36468 members 
Mstep: Class 19 contains 21961 members 
Mstep: Class 20 contains 7190 members 
Mstep: Class 21 contains 19726 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35687 members 
Mstep: Class 25 contains 13855 members 
Mstep: Class 26 contains 5729 members 
Mstep: Class 27 contains 52325 members 
Mstep: Class 28 contains 11143 members 
Mstep: Class 29 contains 67265 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16043 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 524 members 
Mstep: Class 36 contains 62454 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9143 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20713 members 
Mstep: Class 42 contains 8785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996200.000000 Penalty: 83809.710938
Iteration 314Q: 43 clusters Score -8.09962e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 11977 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40164 members 
Mstep: Class 5 contains 10100 members 
Mstep: Class 6 contains 38322 members 
Mstep: Class 7 contains 31602 members 
Mstep: Class 8 contains 4127 members 
Mstep: Class 9 contains 6918 members 
Mstep: Class 10 contains 8640 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 21779 members 
Mstep: Class 13 contains 15070 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 51351 members 
Mstep: Class 18 contains 36467 members 
Mstep: Class 19 contains 21961 members 
Mstep: Class 20 contains 7190 members 
Mstep: Class 21 contains 19727 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35688 members 
Mstep: Class 25 contains 13857 members 
Mstep: Class 26 contains 5728 members 
Mstep: Class 27 contains 52319 members 
Mstep: Class 28 contains 11143 members 
Mstep: Class 29 contains 67264 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16043 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 524 members 
Mstep: Class 36 contains 62451 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9143 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20713 members 
Mstep: Class 42 contains 8785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996240.000000 Penalty: 83809.710938
Iteration 315Q: 43 clusters Score -8.099624e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 11977 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40161 members 
Mstep: Class 5 contains 10100 members 
Mstep: Class 6 contains 38322 members 
Mstep: Class 7 contains 31602 members 
Mstep: Class 8 contains 4129 members 
Mstep: Class 9 contains 6918 members 
Mstep: Class 10 contains 8641 members 
Mstep: Class 11 contains 4845 members 
Mstep: Class 12 contains 21779 members 
Mstep: Class 13 contains 15070 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 51364 members 
Mstep: Class 18 contains 36467 members 
Mstep: Class 19 contains 21961 members 
Mstep: Class 20 contains 7190 members 
Mstep: Class 21 contains 19726 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35688 members 
Mstep: Class 25 contains 13858 members 
Mstep: Class 26 contains 5725 members 
Mstep: Class 27 contains 52312 members 
Mstep: Class 28 contains 11143 members 
Mstep: Class 29 contains 67261 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16043 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 524 members 
Mstep: Class 36 contains 62451 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9143 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20713 members 
Mstep: Class 42 contains 8785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996184.000000 Penalty: 83809.710938
Iteration 316Q: 43 clusters Score -8.099618e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 11977 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40161 members 
Mstep: Class 5 contains 10100 members 
Mstep: Class 6 contains 38319 members 
Mstep: Class 7 contains 31601 members 
Mstep: Class 8 contains 4131 members 
Mstep: Class 9 contains 6917 members 
Mstep: Class 10 contains 8641 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 21779 members 
Mstep: Class 13 contains 15070 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 51373 members 
Mstep: Class 18 contains 36467 members 
Mstep: Class 19 contains 21961 members 
Mstep: Class 20 contains 7190 members 
Mstep: Class 21 contains 19726 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35688 members 
Mstep: Class 25 contains 13859 members 
Mstep: Class 26 contains 5723 members 
Mstep: Class 27 contains 52310 members 
Mstep: Class 28 contains 11143 members 
Mstep: Class 29 contains 67260 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16043 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 524 members 
Mstep: Class 36 contains 62450 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9143 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20713 members 
Mstep: Class 42 contains 8785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996136.000000 Penalty: 83809.710938
Iteration 317Q: 43 clusters Score -8.099614e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 11977 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40159 members 
Mstep: Class 5 contains 10100 members 
Mstep: Class 6 contains 38317 members 
Mstep: Class 7 contains 31599 members 
Mstep: Class 8 contains 4132 members 
Mstep: Class 9 contains 6917 members 
Mstep: Class 10 contains 8641 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 21779 members 
Mstep: Class 13 contains 15070 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 51378 members 
Mstep: Class 18 contains 36467 members 
Mstep: Class 19 contains 21961 members 
Mstep: Class 20 contains 7190 members 
Mstep: Class 21 contains 19726 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35688 members 
Mstep: Class 25 contains 13860 members 
Mstep: Class 26 contains 5723 members 
Mstep: Class 27 contains 52307 members 
Mstep: Class 28 contains 11143 members 
Mstep: Class 29 contains 67262 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16043 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 524 members 
Mstep: Class 36 contains 62450 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9143 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20713 members 
Mstep: Class 42 contains 8785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996104.000000 Penalty: 83809.710938
Iteration 318Q: 43 clusters Score -8.09961e+07 nChanged 41
Entering ConstructFrom: 
Score: -80996104.000000 Penalty: 83809.710938
Entering ConstructFrom: 
Trying to split cluster 1 (9397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Entering Unmasked Estep 
Score: -1190013.625000 Penalty: 1361.244141
	Iteration 0F: 2 clusters Score -1190014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1183625.750000 Penalty: 2722.488281
	Iteration 0F: 3 clusters Score -1183626 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1185641.750000 Penalty: 2722.488281
	Iteration 1F: 3 clusters Score -1185642 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1185912.625000 Penalty: 2722.488281
	Iteration 2F: 3 clusters Score -1185913 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1186087.125000 Penalty: 2722.488281
	Iteration 3Q: 3 clusters Score -1186087 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1186198.000000 Penalty: 2722.488281
	Iteration 4Q: 3 clusters Score -1186198 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1186287.250000 Penalty: 2722.488281
	Iteration 5Q: 3 clusters Score -1186287 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1186356.250000 Penalty: 2722.488281
	Iteration 6Q: 3 clusters Score -1186356 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1186419.250000 Penalty: 2722.488281
	Iteration 7Q: 3 clusters Score -1186419 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1186487.500000 Penalty: 2722.488281
	Iteration 8Q: 3 clusters Score -1186488 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1186556.125000 Penalty: 2722.488281
	Iteration 9Q: 3 clusters Score -1186556 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1186620.000000 Penalty: 2722.488281
	Iteration 10Q: 3 clusters Score -1186620 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1186691.250000 Penalty: 2722.488281
	Iteration 11Q: 3 clusters Score -1186691 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1186780.250000 Penalty: 2722.488281
	Iteration 12Q: 3 clusters Score -1186780 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1186887.125000 Penalty: 2722.488281
	Iteration 13Q: 3 clusters Score -1186887 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1187000.875000 Penalty: 2722.488281
	Iteration 14Q: 3 clusters Score -1187001 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1187111.500000 Penalty: 2722.488281
	Iteration 15Q: 3 clusters Score -1187112 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1187258.125000 Penalty: 2722.488281
	Iteration 16Q: 3 clusters Score -1187258 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1187434.750000 Penalty: 2722.488281
	Iteration 17Q: 3 clusters Score -1187435 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1187648.250000 Penalty: 2722.488281
	Iteration 18Q: 3 clusters Score -1187648 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1187886.375000 Penalty: 2722.488281
	Iteration 19Q: 3 clusters Score -1187886 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1188108.250000 Penalty: 2722.488281
	Iteration 20F: 3 clusters Score -1188108 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1188283.375000 Penalty: 2722.488281
	Iteration 21Q: 3 clusters Score -1188283 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1188433.000000 Penalty: 2722.488281
	Iteration 22Q: 3 clusters Score -1188433 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1188567.375000 Penalty: 2722.488281
	Iteration 23Q: 3 clusters Score -1188567 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1188690.750000 Penalty: 2722.488281
	Iteration 24Q: 3 clusters Score -1188691 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1188774.750000 Penalty: 2722.488281
	Iteration 25Q: 3 clusters Score -1188775 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1188855.125000 Penalty: 2722.488281
	Iteration 26Q: 3 clusters Score -1188855 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1188923.750000 Penalty: 2722.488281
	Iteration 27Q: 3 clusters Score -1188924 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1188968.500000 Penalty: 2722.488281
	Iteration 28Q: 3 clusters Score -1188968 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1189003.375000 Penalty: 2722.488281
	Iteration 29Q: 3 clusters Score -1189003 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1189032.375000 Penalty: 2722.488281
	Iteration 30Q: 3 clusters Score -1189032 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1189055.750000 Penalty: 2722.488281
	Iteration 31Q: 3 clusters Score -1189056 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1189079.250000 Penalty: 2722.488281
	Iteration 32Q: 3 clusters Score -1189079 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1189090.875000 Penalty: 2722.488281
	Iteration 33Q: 3 clusters Score -1189091 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1189101.750000 Penalty: 2722.488281
	Iteration 34Q: 3 clusters Score -1189102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1189105.500000 Penalty: 2722.488281
	Iteration 35Q: 3 clusters Score -1189106 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1189114.750000 Penalty: 2722.488281
	Iteration 36Q: 3 clusters Score -1189115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1189118.250000 Penalty: 2722.488281
	Iteration 37Q: 3 clusters Score -1189118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1189122.000000 Penalty: 2722.488281
	Iteration 38Q: 3 clusters Score -1189122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1189125.625000 Penalty: 2722.488281
	Iteration 39Q: 3 clusters Score -1189126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1189131.125000 Penalty: 2722.488281
	Iteration 40F: 3 clusters Score -1189131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1189134.250000 Penalty: 2722.488281
	Iteration 41Q: 3 clusters Score -1189134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1189136.250000 Penalty: 2722.488281
	Iteration 42Q: 3 clusters Score -1189136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1189137.375000 Penalty: 2722.488281
	Iteration 43Q: 3 clusters Score -1189137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1189139.000000 Penalty: 2722.488281
	Iteration 44Q: 3 clusters Score -1189139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1189139.000000 Penalty: 2722.488281
	Iteration 45Q: 3 clusters Score -1189139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1189139.500000 Penalty: 2722.488281
	Iteration 46Q: 3 clusters Score -1189140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1189139.500000 Penalty: 2722.488281
	Iteration 47F: 3 clusters Score -1189140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Entering Unmasked Estep 
Score: -1506015.250000 Penalty: 1397.342651
	Iteration 0F: 2 clusters Score -1506015 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1497962.875000 Penalty: 2794.685303
	Iteration 0F: 3 clusters Score -1497963 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1500642.375000 Penalty: 2794.685303
	Iteration 1F: 3 clusters Score -1500642 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1500927.125000 Penalty: 2794.685303
	Iteration 2F: 3 clusters Score -1500927 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1501128.875000 Penalty: 2794.685303
	Iteration 3Q: 3 clusters Score -1501129 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1501280.500000 Penalty: 2794.685303
	Iteration 4Q: 3 clusters Score -1501280 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1501388.500000 Penalty: 2794.685303
	Iteration 5Q: 3 clusters Score -1501388 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1501483.500000 Penalty: 2794.685303
	Iteration 6Q: 3 clusters Score -1501484 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1501548.375000 Penalty: 2794.685303
	Iteration 7Q: 3 clusters Score -1501548 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1501607.750000 Penalty: 2794.685303
	Iteration 8Q: 3 clusters Score -1501608 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1501654.250000 Penalty: 2794.685303
	Iteration 9Q: 3 clusters Score -1501654 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1501708.875000 Penalty: 2794.685303
	Iteration 10Q: 3 clusters Score -1501709 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1501752.250000 Penalty: 2794.685303
	Iteration 11Q: 3 clusters Score -1501752 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1501802.250000 Penalty: 2794.685303
	Iteration 12Q: 3 clusters Score -1501802 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1501862.250000 Penalty: 2794.685303
	Iteration 13Q: 3 clusters Score -1501862 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1501921.250000 Penalty: 2794.685303
	Iteration 14Q: 3 clusters Score -1501921 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1501990.875000 Penalty: 2794.685303
	Iteration 15Q: 3 clusters Score -1501991 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1502079.000000 Penalty: 2794.685303
	Iteration 16Q: 3 clusters Score -1502079 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1502200.750000 Penalty: 2794.685303
	Iteration 17Q: 3 clusters Score -1502201 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1502371.750000 Penalty: 2794.685303
	Iteration 18Q: 3 clusters Score -1502372 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1502595.875000 Penalty: 2794.685303
	Iteration 19Q: 3 clusters Score -1502596 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1502863.625000 Penalty: 2794.685303
	Iteration 20F: 3 clusters Score -1502864 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1503174.625000 Penalty: 2794.685303
	Iteration 21Q: 3 clusters Score -1503175 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1503498.625000 Penalty: 2794.685303
	Iteration 22Q: 3 clusters Score -1503499 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1503824.000000 Penalty: 2794.685303
	Iteration 23Q: 3 clusters Score -1503824 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1504113.625000 Penalty: 2794.685303
	Iteration 24Q: 3 clusters Score -1504114 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1504388.875000 Penalty: 2794.685303
	Iteration 25Q: 3 clusters Score -1504389 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1504589.000000 Penalty: 2794.685303
	Iteration 26Q: 3 clusters Score -1504589 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1504690.500000 Penalty: 2794.685303
	Iteration 27Q: 3 clusters Score -1504690 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1504763.250000 Penalty: 2794.685303
	Iteration 28Q: 3 clusters Score -1504763 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1504807.500000 Penalty: 2794.685303
	Iteration 29Q: 3 clusters Score -1504808 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1504838.000000 Penalty: 2794.685303
	Iteration 30Q: 3 clusters Score -1504838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1504855.875000 Penalty: 2794.685303
	Iteration 31Q: 3 clusters Score -1504856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1504867.750000 Penalty: 2794.685303
	Iteration 32Q: 3 clusters Score -1504868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1504882.625000 Penalty: 2794.685303
	Iteration 33Q: 3 clusters Score -1504883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1504885.250000 Penalty: 2794.685303
	Iteration 34Q: 3 clusters Score -1504885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1504889.250000 Penalty: 2794.685303
	Iteration 35Q: 3 clusters Score -1504889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1504890.000000 Penalty: 2794.685303
	Iteration 36Q: 3 clusters Score -1504890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1504890.000000 Penalty: 2794.685303
	Iteration 37F: 3 clusters Score -1504890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Entering Unmasked Estep 
Score: -211301.296875 Penalty: 1108.485352
	Iteration 0F: 2 clusters Score -211301.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -209596.671875 Penalty: 2216.970703
	Iteration 0F: 3 clusters Score -209596.7 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -210035.015625 Penalty: 2216.970703
	Iteration 1F: 3 clusters Score -210035 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -210129.421875 Penalty: 2216.970703
	Iteration 2F: 3 clusters Score -210129.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -210187.031250 Penalty: 2216.970703
	Iteration 3Q: 3 clusters Score -210187 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -210219.265625 Penalty: 2216.970703
	Iteration 4Q: 3 clusters Score -210219.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -210242.609375 Penalty: 2216.970703
	Iteration 5Q: 3 clusters Score -210242.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -210256.093750 Penalty: 2216.970703
	Iteration 6Q: 3 clusters Score -210256.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -210272.250000 Penalty: 2216.970703
	Iteration 7Q: 3 clusters Score -210272.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -210286.546875 Penalty: 2216.970703
	Iteration 8Q: 3 clusters Score -210286.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -210292.578125 Penalty: 2216.970703
	Iteration 9Q: 3 clusters Score -210292.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -210295.312500 Penalty: 2216.970703
	Iteration 10Q: 3 clusters Score -210295.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -210295.312500 Penalty: 2216.970703
	Iteration 11F: 3 clusters Score -210295.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (40156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40156 members 
Entering Unmasked Estep 
Score: -4891033.000000 Penalty: 1577.358398
	Iteration 0F: 2 clusters Score -4891033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -4864890.500000 Penalty: 3154.716797
	Iteration 0F: 3 clusters Score -4864890 nChanged 18354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 18785 members 
Entering Unmasked Estep 
Score: -4875093.000000 Penalty: 3154.716797
	Iteration 1F: 3 clusters Score -4875093 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -4875801.500000 Penalty: 3154.716797
	Iteration 2Q: 3 clusters Score -4875802 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23495 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -4876528.500000 Penalty: 3154.716797
	Iteration 3Q: 3 clusters Score -4876528 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25122 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -4877538.500000 Penalty: 3154.716797
	Iteration 4F: 3 clusters Score -4877538 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27236 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -4879008.000000 Penalty: 3154.716797
	Iteration 5F: 3 clusters Score -4879008 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29839 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -4880932.500000 Penalty: 3154.716797
	Iteration 6F: 3 clusters Score -4880932 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32642 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -4883312.500000 Penalty: 3154.716797
	Iteration 7F: 3 clusters Score -4883312 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35313 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -4885724.500000 Penalty: 3154.716797
	Iteration 8F: 3 clusters Score -4885724 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37306 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -4887564.500000 Penalty: 3154.716797
	Iteration 9Q: 3 clusters Score -4887564 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38537 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -4888637.000000 Penalty: 3154.716797
	Iteration 10Q: 3 clusters Score -4888637 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39164 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -4889183.000000 Penalty: 3154.716797
	Iteration 11Q: 3 clusters Score -4889183 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39471 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -4889458.500000 Penalty: 3154.716797
	Iteration 12Q: 3 clusters Score -4889458 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39616 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -4889618.000000 Penalty: 3154.716797
	Iteration 13Q: 3 clusters Score -4889618 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39687 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -4889690.500000 Penalty: 3154.716797
	Iteration 14Q: 3 clusters Score -4889690 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39721 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -4889743.000000 Penalty: 3154.716797
	Iteration 15Q: 3 clusters Score -4889743 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39747 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -4889782.000000 Penalty: 3154.716797
	Iteration 16Q: 3 clusters Score -4889782 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39758 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -4889798.500000 Penalty: 3154.716797
	Iteration 17Q: 3 clusters Score -4889798 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39770 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -4889822.500000 Penalty: 3154.716797
	Iteration 18Q: 3 clusters Score -4889822 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39784 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -4889842.000000 Penalty: 3154.716797
	Iteration 19Q: 3 clusters Score -4889842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39791 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -4889855.000000 Penalty: 3154.716797
	Iteration 20F: 3 clusters Score -4889855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39792 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -4889857.000000 Penalty: 3154.716797
	Iteration 21Q: 3 clusters Score -4889857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39796 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -4889863.500000 Penalty: 3154.716797
	Iteration 22Q: 3 clusters Score -4889864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39796 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -4889866.000000 Penalty: 3154.716797
	Iteration 23Q: 3 clusters Score -4889866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39792 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -4889862.500000 Penalty: 3154.716797
	Iteration 24Q: 3 clusters Score -4889862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39792 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -4889862.500000 Penalty: 3154.716797
	Iteration 25F: 3 clusters Score -4889862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Entering Unmasked Estep 
Score: -1214819.625000 Penalty: 1371.979370
	Iteration 0F: 2 clusters Score -1214820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1208019.125000 Penalty: 2743.958740
	Iteration 0F: 3 clusters Score -1208019 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1210438.375000 Penalty: 2743.958740
	Iteration 1F: 3 clusters Score -1210438 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1210758.875000 Penalty: 2743.958740
	Iteration 2F: 3 clusters Score -1210759 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1211007.625000 Penalty: 2743.958740
	Iteration 3Q: 3 clusters Score -1211008 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1211209.125000 Penalty: 2743.958740
	Iteration 4Q: 3 clusters Score -1211209 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1211404.250000 Penalty: 2743.958740
	Iteration 5Q: 3 clusters Score -1211404 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1211634.375000 Penalty: 2743.958740
	Iteration 6Q: 3 clusters Score -1211634 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1211915.250000 Penalty: 2743.958740
	Iteration 7Q: 3 clusters Score -1211915 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1212232.000000 Penalty: 2743.958740
	Iteration 8Q: 3 clusters Score -1212232 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1212524.375000 Penalty: 2743.958740
	Iteration 9Q: 3 clusters Score -1212524 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1212810.000000 Penalty: 2743.958740
	Iteration 10Q: 3 clusters Score -1212810 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1213069.625000 Penalty: 2743.958740
	Iteration 11Q: 3 clusters Score -1213070 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1213335.875000 Penalty: 2743.958740
	Iteration 12Q: 3 clusters Score -1213336 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1213566.250000 Penalty: 2743.958740
	Iteration 13Q: 3 clusters Score -1213566 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1213744.250000 Penalty: 2743.958740
	Iteration 14Q: 3 clusters Score -1213744 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1213901.000000 Penalty: 2743.958740
	Iteration 15Q: 3 clusters Score -1213901 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1214022.375000 Penalty: 2743.958740
	Iteration 16Q: 3 clusters Score -1214022 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1214117.000000 Penalty: 2743.958740
	Iteration 17Q: 3 clusters Score -1214117 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1214204.500000 Penalty: 2743.958740
	Iteration 18Q: 3 clusters Score -1214204 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1214248.500000 Penalty: 2743.958740
	Iteration 19Q: 3 clusters Score -1214248 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1214275.000000 Penalty: 2743.958740
	Iteration 20F: 3 clusters Score -1214275 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1214296.250000 Penalty: 2743.958740
	Iteration 21Q: 3 clusters Score -1214296 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1214309.750000 Penalty: 2743.958740
	Iteration 22Q: 3 clusters Score -1214310 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1214324.125000 Penalty: 2743.958740
	Iteration 23Q: 3 clusters Score -1214324 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1214328.250000 Penalty: 2743.958740
	Iteration 24Q: 3 clusters Score -1214328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1214331.000000 Penalty: 2743.958740
	Iteration 25Q: 3 clusters Score -1214331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1214330.375000 Penalty: 2743.958740
	Iteration 26Q: 3 clusters Score -1214330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1214331.750000 Penalty: 2743.958740
	Iteration 27Q: 3 clusters Score -1214332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1214332.000000 Penalty: 2743.958740
	Iteration 28Q: 3 clusters Score -1214332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1214332.000000 Penalty: 2743.958740
	Iteration 29F: 3 clusters Score -1214332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (38316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38316 members 
Entering Unmasked Estep 
Score: -4719047.500000 Penalty: 1570.379150
	Iteration 0F: 2 clusters Score -4719048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -4694155.500000 Penalty: 3140.758301
	Iteration 0F: 3 clusters Score -4694156 nChanged 17515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19172 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -4703721.000000 Penalty: 3140.758301
	Iteration 1F: 3 clusters Score -4703721 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -4704295.000000 Penalty: 3140.758301
	Iteration 2Q: 3 clusters Score -4704295 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -4704834.500000 Penalty: 3140.758301
	Iteration 3Q: 3 clusters Score -4704834 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -4705333.500000 Penalty: 3140.758301
	Iteration 4Q: 3 clusters Score -4705334 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18788 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -4705841.000000 Penalty: 3140.758301
	Iteration 5Q: 3 clusters Score -4705841 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -4706449.000000 Penalty: 3140.758301
	Iteration 6Q: 3 clusters Score -4706449 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -4707189.500000 Penalty: 3140.758301
	Iteration 7Q: 3 clusters Score -4707190 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -4708020.500000 Penalty: 3140.758301
	Iteration 8Q: 3 clusters Score -4708020 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -4708932.500000 Penalty: 3140.758301
	Iteration 9Q: 3 clusters Score -4708932 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 21721 members 
Entering Unmasked Estep 
Score: -4709857.000000 Penalty: 3140.758301
	Iteration 10Q: 3 clusters Score -4709857 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 22222 members 
Entering Unmasked Estep 
Score: -4710724.500000 Penalty: 3140.758301
	Iteration 11Q: 3 clusters Score -4710724 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 22709 members 
Entering Unmasked Estep 
Score: -4711632.000000 Penalty: 3140.758301
	Iteration 12Q: 3 clusters Score -4711632 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 23238 members 
Entering Unmasked Estep 
Score: -4712464.000000 Penalty: 3140.758301
	Iteration 13Q: 3 clusters Score -4712464 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 23809 members 
Entering Unmasked Estep 
Score: -4713158.500000 Penalty: 3140.758301
	Iteration 14Q: 3 clusters Score -4713158 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 24385 members 
Entering Unmasked Estep 
Score: -4713624.000000 Penalty: 3140.758301
	Iteration 15Q: 3 clusters Score -4713624 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 24962 members 
Entering Unmasked Estep 
Score: -4713982.000000 Penalty: 3140.758301
	Iteration 16Q: 3 clusters Score -4713982 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 25502 members 
Entering Unmasked Estep 
Score: -4714220.500000 Penalty: 3140.758301
	Iteration 17Q: 3 clusters Score -4714220 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 26035 members 
Entering Unmasked Estep 
Score: -4714440.500000 Penalty: 3140.758301
	Iteration 18Q: 3 clusters Score -4714440 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 26521 members 
Entering Unmasked Estep 
Score: -4714651.500000 Penalty: 3140.758301
	Iteration 19Q: 3 clusters Score -4714652 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 27009 members 
Entering Unmasked Estep 
Score: -4714843.000000 Penalty: 3140.758301
	Iteration 20F: 3 clusters Score -4714843 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 27472 members 
Entering Unmasked Estep 
Score: -4715034.000000 Penalty: 3140.758301
	Iteration 21Q: 3 clusters Score -4715034 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 27898 members 
Entering Unmasked Estep 
Score: -4715191.000000 Penalty: 3140.758301
	Iteration 22Q: 3 clusters Score -4715191 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 28297 members 
Entering Unmasked Estep 
Score: -4715325.000000 Penalty: 3140.758301
	Iteration 23Q: 3 clusters Score -4715325 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 28662 members 
Entering Unmasked Estep 
Score: -4715427.000000 Penalty: 3140.758301
	Iteration 24Q: 3 clusters Score -4715427 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 28995 members 
Entering Unmasked Estep 
Score: -4715533.500000 Penalty: 3140.758301
	Iteration 25Q: 3 clusters Score -4715534 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 29312 members 
Entering Unmasked Estep 
Score: -4715633.000000 Penalty: 3140.758301
	Iteration 26Q: 3 clusters Score -4715633 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 29614 members 
Entering Unmasked Estep 
Score: -4715703.000000 Penalty: 3140.758301
	Iteration 27Q: 3 clusters Score -4715703 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 29925 members 
Entering Unmasked Estep 
Score: -4715784.000000 Penalty: 3140.758301
	Iteration 28Q: 3 clusters Score -4715784 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 30205 members 
Entering Unmasked Estep 
Score: -4715846.000000 Penalty: 3140.758301
	Iteration 29Q: 3 clusters Score -4715846 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 30448 members 
Entering Unmasked Estep 
Score: -4715898.500000 Penalty: 3140.758301
	Iteration 30Q: 3 clusters Score -4715898 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 30686 members 
Entering Unmasked Estep 
Score: -4715966.000000 Penalty: 3140.758301
	Iteration 31Q: 3 clusters Score -4715966 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 30914 members 
Entering Unmasked Estep 
Score: -4716001.500000 Penalty: 3140.758301
	Iteration 32Q: 3 clusters Score -4716002 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 31151 members 
Entering Unmasked Estep 
Score: -4716068.000000 Penalty: 3140.758301
	Iteration 33Q: 3 clusters Score -4716068 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 31385 members 
Entering Unmasked Estep 
Score: -4716107.500000 Penalty: 3140.758301
	Iteration 34Q: 3 clusters Score -4716108 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 31620 members 
Entering Unmasked Estep 
Score: -4716163.500000 Penalty: 3140.758301
	Iteration 35Q: 3 clusters Score -4716164 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 31834 members 
Entering Unmasked Estep 
Score: -4716197.000000 Penalty: 3140.758301
	Iteration 36Q: 3 clusters Score -4716197 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 32051 members 
Entering Unmasked Estep 
Score: -4716247.000000 Penalty: 3140.758301
	Iteration 37Q: 3 clusters Score -4716247 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 32270 members 
Entering Unmasked Estep 
Score: -4716294.000000 Penalty: 3140.758301
	Iteration 38Q: 3 clusters Score -4716294 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 32498 members 
Entering Unmasked Estep 
Score: -4716359.000000 Penalty: 3140.758301
	Iteration 39Q: 3 clusters Score -4716359 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 32734 members 
Entering Unmasked Estep 
Score: -4716416.000000 Penalty: 3140.758301
	Iteration 40F: 3 clusters Score -4716416 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 32960 members 
Entering Unmasked Estep 
Score: -4716479.500000 Penalty: 3140.758301
	Iteration 41Q: 3 clusters Score -4716480 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 33175 members 
Entering Unmasked Estep 
Score: -4716551.500000 Penalty: 3140.758301
	Iteration 42Q: 3 clusters Score -4716552 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 33396 members 
Entering Unmasked Estep 
Score: -4716616.000000 Penalty: 3140.758301
	Iteration 43Q: 3 clusters Score -4716616 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 33605 members 
Entering Unmasked Estep 
Score: -4716677.000000 Penalty: 3140.758301
	Iteration 44Q: 3 clusters Score -4716677 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 33841 members 
Entering Unmasked Estep 
Score: -4716757.000000 Penalty: 3140.758301
	Iteration 45Q: 3 clusters Score -4716757 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 34053 members 
Entering Unmasked Estep 
Score: -4716833.500000 Penalty: 3140.758301
	Iteration 46Q: 3 clusters Score -4716834 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 34248 members 
Entering Unmasked Estep 
Score: -4716899.000000 Penalty: 3140.758301
	Iteration 47Q: 3 clusters Score -4716899 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 34422 members 
Entering Unmasked Estep 
Score: -4716968.000000 Penalty: 3140.758301
	Iteration 48Q: 3 clusters Score -4716968 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 34596 members 
Entering Unmasked Estep 
Score: -4717036.500000 Penalty: 3140.758301
	Iteration 49Q: 3 clusters Score -4717036 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 34760 members 
Entering Unmasked Estep 
Score: -4717097.500000 Penalty: 3140.758301
	Iteration 50Q: 3 clusters Score -4717098 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 34936 members 
Entering Unmasked Estep 
Score: -4717165.500000 Penalty: 3140.758301
	Iteration 51Q: 3 clusters Score -4717166 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 35106 members 
Entering Unmasked Estep 
Score: -4717232.000000 Penalty: 3140.758301
	Iteration 52Q: 3 clusters Score -4717232 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 35280 members 
Entering Unmasked Estep 
Score: -4717294.000000 Penalty: 3140.758301
	Iteration 53Q: 3 clusters Score -4717294 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 35422 members 
Entering Unmasked Estep 
Score: -4717363.500000 Penalty: 3140.758301
	Iteration 54Q: 3 clusters Score -4717364 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 35556 members 
Entering Unmasked Estep 
Score: -4717412.500000 Penalty: 3140.758301
	Iteration 55Q: 3 clusters Score -4717412 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 35666 members 
Entering Unmasked Estep 
Score: -4717439.500000 Penalty: 3140.758301
	Iteration 56Q: 3 clusters Score -4717440 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 35766 members 
Entering Unmasked Estep 
Score: -4717461.000000 Penalty: 3140.758301
	Iteration 57Q: 3 clusters Score -4717461 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 35857 members 
Entering Unmasked Estep 
Score: -4717485.500000 Penalty: 3140.758301
	Iteration 58Q: 3 clusters Score -4717486 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 35938 members 
Entering Unmasked Estep 
Score: -4717529.000000 Penalty: 3140.758301
	Iteration 59Q: 3 clusters Score -4717529 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 36016 members 
Entering Unmasked Estep 
Score: -4717548.500000 Penalty: 3140.758301
	Iteration 60F: 3 clusters Score -4717548 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 36092 members 
Entering Unmasked Estep 
Score: -4717562.000000 Penalty: 3140.758301
	Iteration 61Q: 3 clusters Score -4717562 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 36169 members 
Entering Unmasked Estep 
Score: -4717580.000000 Penalty: 3140.758301
	Iteration 62Q: 3 clusters Score -4717580 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 36243 members 
Entering Unmasked Estep 
Score: -4717616.000000 Penalty: 3140.758301
	Iteration 63Q: 3 clusters Score -4717616 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 36317 members 
Entering Unmasked Estep 
Score: -4717660.000000 Penalty: 3140.758301
	Iteration 64Q: 3 clusters Score -4717660 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 36391 members 
Entering Unmasked Estep 
Score: -4717685.500000 Penalty: 3140.758301
	Iteration 65Q: 3 clusters Score -4717686 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 36460 members 
Entering Unmasked Estep 
Score: -4717696.000000 Penalty: 3140.758301
	Iteration 66Q: 3 clusters Score -4717696 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 36509 members 
Entering Unmasked Estep 
Score: -4717715.500000 Penalty: 3140.758301
	Iteration 67Q: 3 clusters Score -4717716 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 36564 members 
Entering Unmasked Estep 
Score: -4717742.500000 Penalty: 3140.758301
	Iteration 68Q: 3 clusters Score -4717742 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 36619 members 
Entering Unmasked Estep 
Score: -4717763.000000 Penalty: 3140.758301
	Iteration 69Q: 3 clusters Score -4717763 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 36674 members 
Entering Unmasked Estep 
Score: -4717778.500000 Penalty: 3140.758301
	Iteration 70Q: 3 clusters Score -4717778 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 36728 members 
Entering Unmasked Estep 
Score: -4717804.500000 Penalty: 3140.758301
	Iteration 71Q: 3 clusters Score -4717804 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 36782 members 
Entering Unmasked Estep 
Score: -4717832.000000 Penalty: 3140.758301
	Iteration 72Q: 3 clusters Score -4717832 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 36826 members 
Entering Unmasked Estep 
Score: -4717863.500000 Penalty: 3140.758301
	Iteration 73Q: 3 clusters Score -4717864 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 36855 members 
Entering Unmasked Estep 
Score: -4717865.000000 Penalty: 3140.758301
	Iteration 74Q: 3 clusters Score -4717865 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 36876 members 
Entering Unmasked Estep 
Score: -4717877.000000 Penalty: 3140.758301
	Iteration 75Q: 3 clusters Score -4717877 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 36888 members 
Entering Unmasked Estep 
Score: -4717876.000000 Penalty: 3140.758301
	Iteration 76Q: 3 clusters Score -4717876 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 36902 members 
Entering Unmasked Estep 
Score: -4717882.500000 Penalty: 3140.758301
	Iteration 77Q: 3 clusters Score -4717882 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 36916 members 
Entering Unmasked Estep 
Score: -4717887.500000 Penalty: 3140.758301
	Iteration 78Q: 3 clusters Score -4717888 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 36926 members 
Entering Unmasked Estep 
Score: -4717890.000000 Penalty: 3140.758301
	Iteration 79Q: 3 clusters Score -4717890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 36935 members 
Entering Unmasked Estep 
Score: -4717889.000000 Penalty: 3140.758301
	Iteration 80F: 3 clusters Score -4717889 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 36946 members 
Entering Unmasked Estep 
Score: -4717890.000000 Penalty: 3140.758301
	Iteration 81Q: 3 clusters Score -4717890 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 36965 members 
Entering Unmasked Estep 
Score: -4717895.500000 Penalty: 3140.758301
	Iteration 82Q: 3 clusters Score -4717896 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 36982 members 
Entering Unmasked Estep 
Score: -4717909.000000 Penalty: 3140.758301
	Iteration 83Q: 3 clusters Score -4717909 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 37002 members 
Entering Unmasked Estep 
Score: -4717925.000000 Penalty: 3140.758301
	Iteration 84Q: 3 clusters Score -4717925 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 37014 members 
Entering Unmasked Estep 
Score: -4717928.000000 Penalty: 3140.758301
	Iteration 85Q: 3 clusters Score -4717928 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 37026 members 
Entering Unmasked Estep 
Score: -4717934.000000 Penalty: 3140.758301
	Iteration 86Q: 3 clusters Score -4717934 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 37042 members 
Entering Unmasked Estep 
Score: -4717929.000000 Penalty: 3140.758301
	Iteration 87Q: 3 clusters Score -4717929 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 37055 members 
Entering Unmasked Estep 
Score: -4717933.000000 Penalty: 3140.758301
	Iteration 88Q: 3 clusters Score -4717933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 37058 members 
Entering Unmasked Estep 
Score: -4717934.500000 Penalty: 3140.758301
	Iteration 89Q: 3 clusters Score -4717934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 37059 members 
Entering Unmasked Estep 
Score: -4717935.000000 Penalty: 3140.758301
	Iteration 90Q: 3 clusters Score -4717935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 37060 members 
Entering Unmasked Estep 
Score: -4717941.500000 Penalty: 3140.758301
	Iteration 91Q: 3 clusters Score -4717942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 37061 members 
Entering Unmasked Estep 
Score: -4717936.500000 Penalty: 3140.758301
	Iteration 92Q: 3 clusters Score -4717936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 37064 members 
Entering Unmasked Estep 
Score: -4717938.000000 Penalty: 3140.758301
	Iteration 93Q: 3 clusters Score -4717938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 37064 members 
Entering Unmasked Estep 
Score: -4717938.000000 Penalty: 3140.758301
	Iteration 94F: 3 clusters Score -4717938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (31598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31598 members 
Entering Unmasked Estep 
Score: -3692461.750000 Penalty: 1541.694458
	Iteration 0F: 2 clusters Score -3692462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -3671774.250000 Penalty: 3083.388916
	Iteration 0F: 3 clusters Score -3671774 nChanged 14303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -3679705.750000 Penalty: 3083.388916
	Iteration 1F: 3 clusters Score -3679706 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -3680303.750000 Penalty: 3083.388916
	Iteration 2F: 3 clusters Score -3680304 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -3680837.250000 Penalty: 3083.388916
	Iteration 3Q: 3 clusters Score -3680837 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -3681400.250000 Penalty: 3083.388916
	Iteration 4Q: 3 clusters Score -3681400 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -3681970.750000 Penalty: 3083.388916
	Iteration 5Q: 3 clusters Score -3681971 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -3682604.250000 Penalty: 3083.388916
	Iteration 6Q: 3 clusters Score -3682604 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 20364 members 
Entering Unmasked Estep 
Score: -3683326.500000 Penalty: 3083.388916
	Iteration 7Q: 3 clusters Score -3683326 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -3684184.250000 Penalty: 3083.388916
	Iteration 8Q: 3 clusters Score -3684184 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 23137 members 
Entering Unmasked Estep 
Score: -3685211.000000 Penalty: 3083.388916
	Iteration 9F: 3 clusters Score -3685211 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 24716 members 
Entering Unmasked Estep 
Score: -3686375.750000 Penalty: 3083.388916
	Iteration 10F: 3 clusters Score -3686376 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 26262 members 
Entering Unmasked Estep 
Score: -3687608.000000 Penalty: 3083.388916
	Iteration 11F: 3 clusters Score -3687608 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 27660 members 
Entering Unmasked Estep 
Score: -3688788.250000 Penalty: 3083.388916
	Iteration 12Q: 3 clusters Score -3688788 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 28727 members 
Entering Unmasked Estep 
Score: -3689730.750000 Penalty: 3083.388916
	Iteration 13Q: 3 clusters Score -3689731 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 29435 members 
Entering Unmasked Estep 
Score: -3690327.500000 Penalty: 3083.388916
	Iteration 14Q: 3 clusters Score -3690328 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 29877 members 
Entering Unmasked Estep 
Score: -3690659.000000 Penalty: 3083.388916
	Iteration 15Q: 3 clusters Score -3690659 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 30187 members 
Entering Unmasked Estep 
Score: -3690878.000000 Penalty: 3083.388916
	Iteration 16Q: 3 clusters Score -3690878 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 30413 members 
Entering Unmasked Estep 
Score: -3691033.000000 Penalty: 3083.388916
	Iteration 17Q: 3 clusters Score -3691033 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 30575 members 
Entering Unmasked Estep 
Score: -3691134.750000 Penalty: 3083.388916
	Iteration 18Q: 3 clusters Score -3691135 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 30710 members 
Entering Unmasked Estep 
Score: -3691246.500000 Penalty: 3083.388916
	Iteration 19Q: 3 clusters Score -3691246 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 30813 members 
Entering Unmasked Estep 
Score: -3691321.500000 Penalty: 3083.388916
	Iteration 20F: 3 clusters Score -3691322 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 30884 members 
Entering Unmasked Estep 
Score: -3691369.500000 Penalty: 3083.388916
	Iteration 21Q: 3 clusters Score -3691370 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 30934 members 
Entering Unmasked Estep 
Score: -3691408.250000 Penalty: 3083.388916
	Iteration 22Q: 3 clusters Score -3691408 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 30972 members 
Entering Unmasked Estep 
Score: -3691438.750000 Penalty: 3083.388916
	Iteration 23Q: 3 clusters Score -3691439 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 30998 members 
Entering Unmasked Estep 
Score: -3691465.000000 Penalty: 3083.388916
	Iteration 24Q: 3 clusters Score -3691465 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 31022 members 
Entering Unmasked Estep 
Score: -3691491.000000 Penalty: 3083.388916
	Iteration 25Q: 3 clusters Score -3691491 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 31036 members 
Entering Unmasked Estep 
Score: -3691510.500000 Penalty: 3083.388916
	Iteration 26Q: 3 clusters Score -3691510 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 31052 members 
Entering Unmasked Estep 
Score: -3691519.500000 Penalty: 3083.388916
	Iteration 27Q: 3 clusters Score -3691520 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 31064 members 
Entering Unmasked Estep 
Score: -3691527.750000 Penalty: 3083.388916
	Iteration 28Q: 3 clusters Score -3691528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 31070 members 
Entering Unmasked Estep 
Score: -3691533.250000 Penalty: 3083.388916
	Iteration 29Q: 3 clusters Score -3691533 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 31078 members 
Entering Unmasked Estep 
Score: -3691540.250000 Penalty: 3083.388916
	Iteration 30Q: 3 clusters Score -3691540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 31081 members 
Entering Unmasked Estep 
Score: -3691548.750000 Penalty: 3083.388916
	Iteration 31Q: 3 clusters Score -3691549 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 31082 members 
Entering Unmasked Estep 
Score: -3691555.000000 Penalty: 3083.388916
	Iteration 32Q: 3 clusters Score -3691555 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 31091 members 
Entering Unmasked Estep 
Score: -3691562.000000 Penalty: 3083.388916
	Iteration 33Q: 3 clusters Score -3691562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 31099 members 
Entering Unmasked Estep 
Score: -3691567.500000 Penalty: 3083.388916
	Iteration 34Q: 3 clusters Score -3691568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 31100 members 
Entering Unmasked Estep 
Score: -3691571.250000 Penalty: 3083.388916
	Iteration 35Q: 3 clusters Score -3691571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 31103 members 
Entering Unmasked Estep 
Score: -3691575.500000 Penalty: 3083.388916
	Iteration 36Q: 3 clusters Score -3691576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 31104 members 
Entering Unmasked Estep 
Score: -3691574.750000 Penalty: 3083.388916
	Iteration 37Q: 3 clusters Score -3691575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 31105 members 
Entering Unmasked Estep 
Score: -3691576.750000 Penalty: 3083.388916
	Iteration 38Q: 3 clusters Score -3691577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 31106 members 
Entering Unmasked Estep 
Score: -3691577.750000 Penalty: 3083.388916
	Iteration 39Q: 3 clusters Score -3691578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 31107 members 
Entering Unmasked Estep 
Score: -3691579.000000 Penalty: 3083.388916
	Iteration 40F: 3 clusters Score -3691579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 31109 members 
Entering Unmasked Estep 
Score: -3691582.250000 Penalty: 3083.388916
	Iteration 41Q: 3 clusters Score -3691582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 31110 members 
Entering Unmasked Estep 
Score: -3691582.250000 Penalty: 3083.388916
	Iteration 42Q: 3 clusters Score -3691582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 31114 members 
Entering Unmasked Estep 
Score: -3691587.250000 Penalty: 3083.388916
	Iteration 43Q: 3 clusters Score -3691587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 31114 members 
Entering Unmasked Estep 
Score: -3691587.250000 Penalty: 3083.388916
	Iteration 44F: 3 clusters Score -3691587 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Entering Unmasked Estep 
Score: -481735.375000 Penalty: 1239.021729
	Iteration 0F: 2 clusters Score -481735.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -478557.093750 Penalty: 2478.043457
	Iteration 0F: 3 clusters Score -478557.1 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -479404.468750 Penalty: 2478.043457
	Iteration 1F: 3 clusters Score -479404.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -479611.656250 Penalty: 2478.043457
	Iteration 2F: 3 clusters Score -479611.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -479755.312500 Penalty: 2478.043457
	Iteration 3F: 3 clusters Score -479755.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -479865.875000 Penalty: 2478.043457
	Iteration 4Q: 3 clusters Score -479865.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -479966.125000 Penalty: 2478.043457
	Iteration 5Q: 3 clusters Score -479966.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -480073.250000 Penalty: 2478.043457
	Iteration 6Q: 3 clusters Score -480073.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -480157.031250 Penalty: 2478.043457
	Iteration 7Q: 3 clusters Score -480157 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -480268.312500 Penalty: 2478.043457
	Iteration 8Q: 3 clusters Score -480268.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -480409.125000 Penalty: 2478.043457
	Iteration 9Q: 3 clusters Score -480409.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -480574.281250 Penalty: 2478.043457
	Iteration 10Q: 3 clusters Score -480574.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -480764.968750 Penalty: 2478.043457
	Iteration 11Q: 3 clusters Score -480765 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -480911.187500 Penalty: 2478.043457
	Iteration 12Q: 3 clusters Score -480911.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -481028.625000 Penalty: 2478.043457
	Iteration 13Q: 3 clusters Score -481028.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -481095.000000 Penalty: 2478.043457
	Iteration 14Q: 3 clusters Score -481095 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -481142.843750 Penalty: 2478.043457
	Iteration 15Q: 3 clusters Score -481142.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -481172.343750 Penalty: 2478.043457
	Iteration 16Q: 3 clusters Score -481172.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -481194.812500 Penalty: 2478.043457
	Iteration 17Q: 3 clusters Score -481194.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -481213.531250 Penalty: 2478.043457
	Iteration 18Q: 3 clusters Score -481213.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -481229.062500 Penalty: 2478.043457
	Iteration 19Q: 3 clusters Score -481229.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -481241.375000 Penalty: 2478.043457
	Iteration 20F: 3 clusters Score -481241.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -481252.906250 Penalty: 2478.043457
	Iteration 21Q: 3 clusters Score -481252.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -481263.093750 Penalty: 2478.043457
	Iteration 22Q: 3 clusters Score -481263.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -481270.750000 Penalty: 2478.043457
	Iteration 23Q: 3 clusters Score -481270.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -481274.156250 Penalty: 2478.043457
	Iteration 24Q: 3 clusters Score -481274.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -481274.750000 Penalty: 2478.043457
	Iteration 25Q: 3 clusters Score -481274.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -481277.750000 Penalty: 2478.043457
	Iteration 26Q: 3 clusters Score -481277.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -481280.031250 Penalty: 2478.043457
	Iteration 27Q: 3 clusters Score -481280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -481281.937500 Penalty: 2478.043457
	Iteration 28Q: 3 clusters Score -481281.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -481283.531250 Penalty: 2478.043457
	Iteration 29Q: 3 clusters Score -481283.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -481284.656250 Penalty: 2478.043457
	Iteration 30Q: 3 clusters Score -481284.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -481285.406250 Penalty: 2478.043457
	Iteration 31Q: 3 clusters Score -481285.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -481287.187500 Penalty: 2478.043457
	Iteration 32Q: 3 clusters Score -481287.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -481289.468750 Penalty: 2478.043457
	Iteration 33Q: 3 clusters Score -481289.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -481289.343750 Penalty: 2478.043457
	Iteration 34Q: 3 clusters Score -481289.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -481291.468750 Penalty: 2478.043457
	Iteration 35Q: 3 clusters Score -481291.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -481291.625000 Penalty: 2478.043457
	Iteration 36Q: 3 clusters Score -481291.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -481292.937500 Penalty: 2478.043457
	Iteration 37Q: 3 clusters Score -481292.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -481293.593750 Penalty: 2478.043457
	Iteration 38Q: 3 clusters Score -481293.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -481293.437500 Penalty: 2478.043457
	Iteration 39Q: 3 clusters Score -481293.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -481294.750000 Penalty: 2478.043457
	Iteration 40F: 3 clusters Score -481294.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Entering Unmasked Estep 
Score: -826477.562500 Penalty: 1315.650635
	Iteration 0F: 2 clusters Score -826477.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -821592.312500 Penalty: 2631.301270
	Iteration 0F: 3 clusters Score -821592.3 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -823208.375000 Penalty: 2631.301270
	Iteration 1F: 3 clusters Score -823208.4 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -823532.812500 Penalty: 2631.301270
	Iteration 2F: 3 clusters Score -823532.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -823758.187500 Penalty: 2631.301270
	Iteration 3F: 3 clusters Score -823758.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -823979.875000 Penalty: 2631.301270
	Iteration 4Q: 3 clusters Score -823979.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -824184.750000 Penalty: 2631.301270
	Iteration 5Q: 3 clusters Score -824184.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -824376.437500 Penalty: 2631.301270
	Iteration 6Q: 3 clusters Score -824376.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -824593.687500 Penalty: 2631.301270
	Iteration 7Q: 3 clusters Score -824593.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -824754.000000 Penalty: 2631.301270
	Iteration 8Q: 3 clusters Score -824754 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -824886.812500 Penalty: 2631.301270
	Iteration 9Q: 3 clusters Score -824886.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -825018.062500 Penalty: 2631.301270
	Iteration 10Q: 3 clusters Score -825018.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -825127.562500 Penalty: 2631.301270
	Iteration 11Q: 3 clusters Score -825127.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -825202.250000 Penalty: 2631.301270
	Iteration 12Q: 3 clusters Score -825202.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -825251.375000 Penalty: 2631.301270
	Iteration 13Q: 3 clusters Score -825251.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -825299.687500 Penalty: 2631.301270
	Iteration 14Q: 3 clusters Score -825299.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -825335.812500 Penalty: 2631.301270
	Iteration 15Q: 3 clusters Score -825335.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -825367.187500 Penalty: 2631.301270
	Iteration 16Q: 3 clusters Score -825367.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -825387.312500 Penalty: 2631.301270
	Iteration 17Q: 3 clusters Score -825387.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -825402.937500 Penalty: 2631.301270
	Iteration 18Q: 3 clusters Score -825402.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -825416.687500 Penalty: 2631.301270
	Iteration 19Q: 3 clusters Score -825416.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -825435.187500 Penalty: 2631.301270
	Iteration 20F: 3 clusters Score -825435.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -825452.125000 Penalty: 2631.301270
	Iteration 21Q: 3 clusters Score -825452.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -825471.687500 Penalty: 2631.301270
	Iteration 22Q: 3 clusters Score -825471.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -825495.812500 Penalty: 2631.301270
	Iteration 23Q: 3 clusters Score -825495.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -825524.750000 Penalty: 2631.301270
	Iteration 24Q: 3 clusters Score -825524.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -825550.750000 Penalty: 2631.301270
	Iteration 25Q: 3 clusters Score -825550.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -825570.812500 Penalty: 2631.301270
	Iteration 26Q: 3 clusters Score -825570.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -825593.437500 Penalty: 2631.301270
	Iteration 27Q: 3 clusters Score -825593.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -825610.000000 Penalty: 2631.301270
	Iteration 28Q: 3 clusters Score -825610 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -825621.687500 Penalty: 2631.301270
	Iteration 29Q: 3 clusters Score -825621.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -825636.375000 Penalty: 2631.301270
	Iteration 30Q: 3 clusters Score -825636.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -825650.812500 Penalty: 2631.301270
	Iteration 31Q: 3 clusters Score -825650.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -825660.625000 Penalty: 2631.301270
	Iteration 32Q: 3 clusters Score -825660.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -825668.625000 Penalty: 2631.301270
	Iteration 33Q: 3 clusters Score -825668.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -825674.062500 Penalty: 2631.301270
	Iteration 34Q: 3 clusters Score -825674.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -825675.500000 Penalty: 2631.301270
	Iteration 35Q: 3 clusters Score -825675.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -825677.625000 Penalty: 2631.301270
	Iteration 36Q: 3 clusters Score -825677.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -825680.500000 Penalty: 2631.301270
	Iteration 37Q: 3 clusters Score -825680.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -825683.437500 Penalty: 2631.301270
	Iteration 38Q: 3 clusters Score -825683.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -825684.000000 Penalty: 2631.301270
	Iteration 39Q: 3 clusters Score -825684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -825684.687500 Penalty: 2631.301270
	Iteration 40F: 3 clusters Score -825684.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -825682.687500 Penalty: 2631.301270
	Iteration 41Q: 3 clusters Score -825682.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -825683.562500 Penalty: 2631.301270
	Iteration 42Q: 3 clusters Score -825683.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -825685.125000 Penalty: 2631.301270
	Iteration 43Q: 3 clusters Score -825685.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -825685.125000 Penalty: 2631.301270
	Iteration 44F: 3 clusters Score -825685.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Entering Unmasked Estep 
Score: -1042416.875000 Penalty: 1348.746704
	Iteration 0F: 2 clusters Score -1042417 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1036552.562500 Penalty: 2697.493408
	Iteration 0F: 3 clusters Score -1036553 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1038554.250000 Penalty: 2697.493408
	Iteration 1F: 3 clusters Score -1038554 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1038826.125000 Penalty: 2697.493408
	Iteration 2F: 3 clusters Score -1038826 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1038987.312500 Penalty: 2697.493408
	Iteration 3Q: 3 clusters Score -1038987 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1039099.125000 Penalty: 2697.493408
	Iteration 4Q: 3 clusters Score -1039099 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1039185.562500 Penalty: 2697.493408
	Iteration 5Q: 3 clusters Score -1039186 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1039252.250000 Penalty: 2697.493408
	Iteration 6Q: 3 clusters Score -1039252 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1039321.812500 Penalty: 2697.493408
	Iteration 7Q: 3 clusters Score -1039322 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1039390.687500 Penalty: 2697.493408
	Iteration 8Q: 3 clusters Score -1039391 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1039459.500000 Penalty: 2697.493408
	Iteration 9Q: 3 clusters Score -1039460 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1039539.062500 Penalty: 2697.493408
	Iteration 10Q: 3 clusters Score -1039539 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1039611.187500 Penalty: 2697.493408
	Iteration 11Q: 3 clusters Score -1039611 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1039697.875000 Penalty: 2697.493408
	Iteration 12Q: 3 clusters Score -1039698 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1039801.312500 Penalty: 2697.493408
	Iteration 13Q: 3 clusters Score -1039801 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1039917.500000 Penalty: 2697.493408
	Iteration 14Q: 3 clusters Score -1039918 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1040046.625000 Penalty: 2697.493408
	Iteration 15Q: 3 clusters Score -1040047 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1040216.937500 Penalty: 2697.493408
	Iteration 16Q: 3 clusters Score -1040217 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1040412.187500 Penalty: 2697.493408
	Iteration 17Q: 3 clusters Score -1040412 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1040588.875000 Penalty: 2697.493408
	Iteration 18Q: 3 clusters Score -1040589 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1040754.250000 Penalty: 2697.493408
	Iteration 19Q: 3 clusters Score -1040754 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1040876.250000 Penalty: 2697.493408
	Iteration 20F: 3 clusters Score -1040876 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1040975.875000 Penalty: 2697.493408
	Iteration 21Q: 3 clusters Score -1040976 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1041064.125000 Penalty: 2697.493408
	Iteration 22Q: 3 clusters Score -1041064 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1041138.625000 Penalty: 2697.493408
	Iteration 23Q: 3 clusters Score -1041139 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1041192.125000 Penalty: 2697.493408
	Iteration 24Q: 3 clusters Score -1041192 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1041220.812500 Penalty: 2697.493408
	Iteration 25Q: 3 clusters Score -1041221 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1041248.437500 Penalty: 2697.493408
	Iteration 26Q: 3 clusters Score -1041248 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1041272.250000 Penalty: 2697.493408
	Iteration 27Q: 3 clusters Score -1041272 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1041287.687500 Penalty: 2697.493408
	Iteration 28Q: 3 clusters Score -1041288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1041297.562500 Penalty: 2697.493408
	Iteration 29Q: 3 clusters Score -1041298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1041306.125000 Penalty: 2697.493408
	Iteration 30Q: 3 clusters Score -1041306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1041315.312500 Penalty: 2697.493408
	Iteration 31Q: 3 clusters Score -1041315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1041319.250000 Penalty: 2697.493408
	Iteration 32Q: 3 clusters Score -1041319 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1041324.687500 Penalty: 2697.493408
	Iteration 33Q: 3 clusters Score -1041325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1041327.750000 Penalty: 2697.493408
	Iteration 34Q: 3 clusters Score -1041328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1041328.250000 Penalty: 2697.493408
	Iteration 35Q: 3 clusters Score -1041328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1041329.937500 Penalty: 2697.493408
	Iteration 36Q: 3 clusters Score -1041330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1041330.437500 Penalty: 2697.493408
	Iteration 37Q: 3 clusters Score -1041330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1041330.625000 Penalty: 2697.493408
	Iteration 38Q: 3 clusters Score -1041331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1041333.562500 Penalty: 2697.493408
	Iteration 39Q: 3 clusters Score -1041334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1041337.562500 Penalty: 2697.493408
	Iteration 40F: 3 clusters Score -1041338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1041339.562500 Penalty: 2697.493408
	Iteration 41Q: 3 clusters Score -1041340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1041339.562500 Penalty: 2697.493408
	Iteration 42F: 3 clusters Score -1041340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Entering Unmasked Estep 
Score: -562291.125000 Penalty: 1262.641968
	Iteration 0F: 2 clusters Score -562291.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -558699.187500 Penalty: 2525.283936
	Iteration 0F: 3 clusters Score -558699.2 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -559883.375000 Penalty: 2525.283936
	Iteration 1F: 3 clusters Score -559883.4 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -560252.187500 Penalty: 2525.283936
	Iteration 2F: 3 clusters Score -560252.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -560534.062500 Penalty: 2525.283936
	Iteration 3F: 3 clusters Score -560534.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -560780.875000 Penalty: 2525.283936
	Iteration 4F: 3 clusters Score -560780.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -561009.562500 Penalty: 2525.283936
	Iteration 5F: 3 clusters Score -561009.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -561217.250000 Penalty: 2525.283936
	Iteration 6Q: 3 clusters Score -561217.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -561408.687500 Penalty: 2525.283936
	Iteration 7Q: 3 clusters Score -561408.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -561586.500000 Penalty: 2525.283936
	Iteration 8Q: 3 clusters Score -561586.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -561726.687500 Penalty: 2525.283936
	Iteration 9Q: 3 clusters Score -561726.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -561823.937500 Penalty: 2525.283936
	Iteration 10Q: 3 clusters Score -561823.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -561911.375000 Penalty: 2525.283936
	Iteration 11Q: 3 clusters Score -561911.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -561954.187500 Penalty: 2525.283936
	Iteration 12Q: 3 clusters Score -561954.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -561979.937500 Penalty: 2525.283936
	Iteration 13Q: 3 clusters Score -561979.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -561998.125000 Penalty: 2525.283936
	Iteration 14Q: 3 clusters Score -561998.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -562008.812500 Penalty: 2525.283936
	Iteration 15Q: 3 clusters Score -562008.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -562013.187500 Penalty: 2525.283936
	Iteration 16Q: 3 clusters Score -562013.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -562017.750000 Penalty: 2525.283936
	Iteration 17Q: 3 clusters Score -562017.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -562022.750000 Penalty: 2525.283936
	Iteration 18Q: 3 clusters Score -562022.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -562026.125000 Penalty: 2525.283936
	Iteration 19Q: 3 clusters Score -562026.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -562032.625000 Penalty: 2525.283936
	Iteration 20F: 3 clusters Score -562032.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -562038.687500 Penalty: 2525.283936
	Iteration 21Q: 3 clusters Score -562038.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -562047.375000 Penalty: 2525.283936
	Iteration 22Q: 3 clusters Score -562047.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -562057.250000 Penalty: 2525.283936
	Iteration 23Q: 3 clusters Score -562057.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -562062.312500 Penalty: 2525.283936
	Iteration 24Q: 3 clusters Score -562062.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -562066.187500 Penalty: 2525.283936
	Iteration 25Q: 3 clusters Score -562066.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -562072.375000 Penalty: 2525.283936
	Iteration 26Q: 3 clusters Score -562072.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -562077.625000 Penalty: 2525.283936
	Iteration 27Q: 3 clusters Score -562077.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -562079.625000 Penalty: 2525.283936
	Iteration 28Q: 3 clusters Score -562079.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -562083.437500 Penalty: 2525.283936
	Iteration 29Q: 3 clusters Score -562083.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -562086.312500 Penalty: 2525.283936
	Iteration 30Q: 3 clusters Score -562086.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -562093.500000 Penalty: 2525.283936
	Iteration 31Q: 3 clusters Score -562093.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -562101.437500 Penalty: 2525.283936
	Iteration 32Q: 3 clusters Score -562101.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -562109.937500 Penalty: 2525.283936
	Iteration 33Q: 3 clusters Score -562109.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -562118.125000 Penalty: 2525.283936
	Iteration 34Q: 3 clusters Score -562118.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -562128.875000 Penalty: 2525.283936
	Iteration 35Q: 3 clusters Score -562128.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -562135.250000 Penalty: 2525.283936
	Iteration 36Q: 3 clusters Score -562135.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -562143.062500 Penalty: 2525.283936
	Iteration 37Q: 3 clusters Score -562143.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -562144.562500 Penalty: 2525.283936
	Iteration 38Q: 3 clusters Score -562144.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -562146.437500 Penalty: 2525.283936
	Iteration 39Q: 3 clusters Score -562146.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -562147.500000 Penalty: 2525.283936
	Iteration 40F: 3 clusters Score -562147.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -562150.062500 Penalty: 2525.283936
	Iteration 41Q: 3 clusters Score -562150.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -562153.750000 Penalty: 2525.283936
	Iteration 42Q: 3 clusters Score -562153.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -562155.875000 Penalty: 2525.283936
	Iteration 43Q: 3 clusters Score -562155.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -562157.687500 Penalty: 2525.283936
	Iteration 44Q: 3 clusters Score -562157.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -562160.562500 Penalty: 2525.283936
	Iteration 45Q: 3 clusters Score -562160.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -562160.312500 Penalty: 2525.283936
	Iteration 46Q: 3 clusters Score -562160.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -562162.812500 Penalty: 2525.283936
	Iteration 47Q: 3 clusters Score -562162.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -562163.937500 Penalty: 2525.283936
	Iteration 48Q: 3 clusters Score -562163.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -562167.000000 Penalty: 2525.283936
	Iteration 49Q: 3 clusters Score -562167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -562168.937500 Penalty: 2525.283936
	Iteration 50Q: 3 clusters Score -562168.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -562170.500000 Penalty: 2525.283936
	Iteration 51Q: 3 clusters Score -562170.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -562173.812500 Penalty: 2525.283936
	Iteration 52Q: 3 clusters Score -562173.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -562178.875000 Penalty: 2525.283936
	Iteration 53Q: 3 clusters Score -562178.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -562181.000000 Penalty: 2525.283936
	Iteration 54Q: 3 clusters Score -562181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -562182.687500 Penalty: 2525.283936
	Iteration 55Q: 3 clusters Score -562182.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -562182.687500 Penalty: 2525.283936
	Iteration 56F: 3 clusters Score -562182.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21779 members 
Entering Unmasked Estep 
Score: -2767985.750000 Penalty: 1486.318848
	Iteration 0F: 2 clusters Score -2767986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -2753673.000000 Penalty: 2972.637695
	Iteration 0F: 3 clusters Score -2753673 nChanged 9663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -2758869.750000 Penalty: 2972.637695
	Iteration 1F: 3 clusters Score -2758870 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -2759348.250000 Penalty: 2972.637695
	Iteration 2F: 3 clusters Score -2759348 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -2759714.000000 Penalty: 2972.637695
	Iteration 3Q: 3 clusters Score -2759714 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -2760002.750000 Penalty: 2972.637695
	Iteration 4Q: 3 clusters Score -2760003 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -2760266.250000 Penalty: 2972.637695
	Iteration 5Q: 3 clusters Score -2760266 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -2760533.750000 Penalty: 2972.637695
	Iteration 6Q: 3 clusters Score -2760534 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -2760849.250000 Penalty: 2972.637695
	Iteration 7Q: 3 clusters Score -2760849 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -2761184.250000 Penalty: 2972.637695
	Iteration 8Q: 3 clusters Score -2761184 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -2761520.750000 Penalty: 2972.637695
	Iteration 9Q: 3 clusters Score -2761521 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -2761850.250000 Penalty: 2972.637695
	Iteration 10Q: 3 clusters Score -2761850 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -2762198.500000 Penalty: 2972.637695
	Iteration 11Q: 3 clusters Score -2762198 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -2762529.250000 Penalty: 2972.637695
	Iteration 12Q: 3 clusters Score -2762529 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -2762912.500000 Penalty: 2972.637695
	Iteration 13Q: 3 clusters Score -2762912 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -2763318.500000 Penalty: 2972.637695
	Iteration 14Q: 3 clusters Score -2763318 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -2763732.250000 Penalty: 2972.637695
	Iteration 15Q: 3 clusters Score -2763732 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -2764171.500000 Penalty: 2972.637695
	Iteration 16Q: 3 clusters Score -2764172 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -2764588.000000 Penalty: 2972.637695
	Iteration 17Q: 3 clusters Score -2764588 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -2764995.000000 Penalty: 2972.637695
	Iteration 18Q: 3 clusters Score -2764995 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -2765333.500000 Penalty: 2972.637695
	Iteration 19Q: 3 clusters Score -2765334 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -2765674.000000 Penalty: 2972.637695
	Iteration 20F: 3 clusters Score -2765674 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 19556 members 
Entering Unmasked Estep 
Score: -2765906.750000 Penalty: 2972.637695
	Iteration 21Q: 3 clusters Score -2765907 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 19836 members 
Entering Unmasked Estep 
Score: -2766113.500000 Penalty: 2972.637695
	Iteration 22Q: 3 clusters Score -2766114 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -2766260.500000 Penalty: 2972.637695
	Iteration 23Q: 3 clusters Score -2766260 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -2766384.750000 Penalty: 2972.637695
	Iteration 24Q: 3 clusters Score -2766385 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -2766479.750000 Penalty: 2972.637695
	Iteration 25Q: 3 clusters Score -2766480 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -2766567.250000 Penalty: 2972.637695
	Iteration 26Q: 3 clusters Score -2766567 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -2766622.250000 Penalty: 2972.637695
	Iteration 27Q: 3 clusters Score -2766622 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -2766652.000000 Penalty: 2972.637695
	Iteration 28Q: 3 clusters Score -2766652 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -2766677.750000 Penalty: 2972.637695
	Iteration 29Q: 3 clusters Score -2766678 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 20710 members 
Entering Unmasked Estep 
Score: -2766693.750000 Penalty: 2972.637695
	Iteration 30Q: 3 clusters Score -2766694 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -2766695.750000 Penalty: 2972.637695
	Iteration 31Q: 3 clusters Score -2766696 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -2766708.250000 Penalty: 2972.637695
	Iteration 32Q: 3 clusters Score -2766708 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
Score: -2766722.500000 Penalty: 2972.637695
	Iteration 33Q: 3 clusters Score -2766722 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -2766729.500000 Penalty: 2972.637695
	Iteration 34Q: 3 clusters Score -2766730 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
Score: -2766744.000000 Penalty: 2972.637695
	Iteration 35Q: 3 clusters Score -2766744 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -2766763.750000 Penalty: 2972.637695
	Iteration 36Q: 3 clusters Score -2766764 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -2766773.500000 Penalty: 2972.637695
	Iteration 37Q: 3 clusters Score -2766774 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -2766787.000000 Penalty: 2972.637695
	Iteration 38Q: 3 clusters Score -2766787 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -2766793.250000 Penalty: 2972.637695
	Iteration 39Q: 3 clusters Score -2766793 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -2766806.750000 Penalty: 2972.637695
	Iteration 40F: 3 clusters Score -2766807 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 20939 members 
Entering Unmasked Estep 
Score: -2766819.750000 Penalty: 2972.637695
	Iteration 41Q: 3 clusters Score -2766820 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 20952 members 
Entering Unmasked Estep 
Score: -2766830.750000 Penalty: 2972.637695
	Iteration 42Q: 3 clusters Score -2766831 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -2766837.750000 Penalty: 2972.637695
	Iteration 43Q: 3 clusters Score -2766838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 20971 members 
Entering Unmasked Estep 
Score: -2766837.500000 Penalty: 2972.637695
	Iteration 44Q: 3 clusters Score -2766838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -2766842.250000 Penalty: 2972.637695
	Iteration 45Q: 3 clusters Score -2766842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -2766847.500000 Penalty: 2972.637695
	Iteration 46Q: 3 clusters Score -2766848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 20994 members 
Entering Unmasked Estep 
Score: -2766852.500000 Penalty: 2972.637695
	Iteration 47Q: 3 clusters Score -2766852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -2766859.750000 Penalty: 2972.637695
	Iteration 48Q: 3 clusters Score -2766860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 21003 members 
Entering Unmasked Estep 
Score: -2766854.750000 Penalty: 2972.637695
	Iteration 49Q: 3 clusters Score -2766855 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
Score: -2766858.250000 Penalty: 2972.637695
	Iteration 50Q: 3 clusters Score -2766858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 21013 members 
Entering Unmasked Estep 
Score: -2766859.000000 Penalty: 2972.637695
	Iteration 51Q: 3 clusters Score -2766859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -2766859.000000 Penalty: 2972.637695
	Iteration 52Q: 3 clusters Score -2766859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -2766862.750000 Penalty: 2972.637695
	Iteration 53Q: 3 clusters Score -2766863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -2766862.750000 Penalty: 2972.637695
	Iteration 54Q: 3 clusters Score -2766863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -2766863.750000 Penalty: 2972.637695
	Iteration 55Q: 3 clusters Score -2766864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -2766863.750000 Penalty: 2972.637695
	Iteration 56F: 3 clusters Score -2766864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Entering Unmasked Estep 
Score: -1895537.625000 Penalty: 1431.524658
	Iteration 0F: 2 clusters Score -1895538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1885466.000000 Penalty: 2863.049316
	Iteration 0F: 3 clusters Score -1885466 nChanged 6486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1888918.625000 Penalty: 2863.049316
	Iteration 1F: 3 clusters Score -1888919 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1889218.000000 Penalty: 2863.049316
	Iteration 2F: 3 clusters Score -1889218 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1889417.250000 Penalty: 2863.049316
	Iteration 3Q: 3 clusters Score -1889417 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1889558.250000 Penalty: 2863.049316
	Iteration 4Q: 3 clusters Score -1889558 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1889667.875000 Penalty: 2863.049316
	Iteration 5Q: 3 clusters Score -1889668 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1889767.375000 Penalty: 2863.049316
	Iteration 6Q: 3 clusters Score -1889767 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1889850.375000 Penalty: 2863.049316
	Iteration 7Q: 3 clusters Score -1889850 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1889922.375000 Penalty: 2863.049316
	Iteration 8Q: 3 clusters Score -1889922 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1889978.000000 Penalty: 2863.049316
	Iteration 9Q: 3 clusters Score -1889978 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1890010.875000 Penalty: 2863.049316
	Iteration 10Q: 3 clusters Score -1890011 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1890048.375000 Penalty: 2863.049316
	Iteration 11Q: 3 clusters Score -1890048 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1890074.625000 Penalty: 2863.049316
	Iteration 12Q: 3 clusters Score -1890075 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1890107.125000 Penalty: 2863.049316
	Iteration 13Q: 3 clusters Score -1890107 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1890147.000000 Penalty: 2863.049316
	Iteration 14Q: 3 clusters Score -1890147 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1890178.375000 Penalty: 2863.049316
	Iteration 15Q: 3 clusters Score -1890178 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1890200.625000 Penalty: 2863.049316
	Iteration 16Q: 3 clusters Score -1890201 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1890250.375000 Penalty: 2863.049316
	Iteration 17Q: 3 clusters Score -1890250 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1890314.875000 Penalty: 2863.049316
	Iteration 18Q: 3 clusters Score -1890315 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1890383.750000 Penalty: 2863.049316
	Iteration 19Q: 3 clusters Score -1890384 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -1890461.750000 Penalty: 2863.049316
	Iteration 20F: 3 clusters Score -1890462 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1890571.125000 Penalty: 2863.049316
	Iteration 21Q: 3 clusters Score -1890571 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -1890712.750000 Penalty: 2863.049316
	Iteration 22Q: 3 clusters Score -1890713 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1890941.625000 Penalty: 2863.049316
	Iteration 23Q: 3 clusters Score -1890942 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -1891268.250000 Penalty: 2863.049316
	Iteration 24Q: 3 clusters Score -1891268 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -1891681.250000 Penalty: 2863.049316
	Iteration 25Q: 3 clusters Score -1891681 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -1892226.500000 Penalty: 2863.049316
	Iteration 26Q: 3 clusters Score -1892226 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -1892851.000000 Penalty: 2863.049316
	Iteration 27F: 3 clusters Score -1892851 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -1893392.250000 Penalty: 2863.049316
	Iteration 28Q: 3 clusters Score -1893392 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -1893777.000000 Penalty: 2863.049316
	Iteration 29Q: 3 clusters Score -1893777 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -1894029.625000 Penalty: 2863.049316
	Iteration 30Q: 3 clusters Score -1894030 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -1894163.375000 Penalty: 2863.049316
	Iteration 31Q: 3 clusters Score -1894163 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -1894263.250000 Penalty: 2863.049316
	Iteration 32Q: 3 clusters Score -1894263 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -1894323.500000 Penalty: 2863.049316
	Iteration 33Q: 3 clusters Score -1894324 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -1894371.875000 Penalty: 2863.049316
	Iteration 34Q: 3 clusters Score -1894372 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -1894400.750000 Penalty: 2863.049316
	Iteration 35Q: 3 clusters Score -1894401 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -1894421.750000 Penalty: 2863.049316
	Iteration 36Q: 3 clusters Score -1894422 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -1894438.000000 Penalty: 2863.049316
	Iteration 37Q: 3 clusters Score -1894438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -1894449.125000 Penalty: 2863.049316
	Iteration 38Q: 3 clusters Score -1894449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -1894451.250000 Penalty: 2863.049316
	Iteration 39Q: 3 clusters Score -1894451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -1894457.750000 Penalty: 2863.049316
	Iteration 40F: 3 clusters Score -1894458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -1894463.125000 Penalty: 2863.049316
	Iteration 41Q: 3 clusters Score -1894463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -1894478.000000 Penalty: 2863.049316
	Iteration 42Q: 3 clusters Score -1894478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -1894485.000000 Penalty: 2863.049316
	Iteration 43Q: 3 clusters Score -1894485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -1894489.375000 Penalty: 2863.049316
	Iteration 44Q: 3 clusters Score -1894489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -1894491.000000 Penalty: 2863.049316
	Iteration 45Q: 3 clusters Score -1894491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -1894491.000000 Penalty: 2863.049316
	Iteration 46F: 3 clusters Score -1894491 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Entering Unmasked Estep 
Score: -1390107.750000 Penalty: 1390.360718
	Iteration 0F: 2 clusters Score -1390108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1382505.375000 Penalty: 2780.721436
	Iteration 0F: 3 clusters Score -1382505 nChanged 4809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1385052.500000 Penalty: 2780.721436
	Iteration 1F: 3 clusters Score -1385052 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1385387.875000 Penalty: 2780.721436
	Iteration 2F: 3 clusters Score -1385388 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1385650.125000 Penalty: 2780.721436
	Iteration 3F: 3 clusters Score -1385650 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1385883.375000 Penalty: 2780.721436
	Iteration 4Q: 3 clusters Score -1385883 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1386098.375000 Penalty: 2780.721436
	Iteration 5Q: 3 clusters Score -1386098 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1386273.250000 Penalty: 2780.721436
	Iteration 6Q: 3 clusters Score -1386273 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1386429.750000 Penalty: 2780.721436
	Iteration 7Q: 3 clusters Score -1386430 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1386583.500000 Penalty: 2780.721436
	Iteration 8Q: 3 clusters Score -1386584 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1386752.875000 Penalty: 2780.721436
	Iteration 9Q: 3 clusters Score -1386753 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1386955.875000 Penalty: 2780.721436
	Iteration 10Q: 3 clusters Score -1386956 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1387177.625000 Penalty: 2780.721436
	Iteration 11Q: 3 clusters Score -1387178 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1387397.375000 Penalty: 2780.721436
	Iteration 12Q: 3 clusters Score -1387397 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -1387620.500000 Penalty: 2780.721436
	Iteration 13Q: 3 clusters Score -1387620 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1387854.750000 Penalty: 2780.721436
	Iteration 14Q: 3 clusters Score -1387855 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1388055.875000 Penalty: 2780.721436
	Iteration 15Q: 3 clusters Score -1388056 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1388210.625000 Penalty: 2780.721436
	Iteration 16Q: 3 clusters Score -1388211 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1388335.125000 Penalty: 2780.721436
	Iteration 17Q: 3 clusters Score -1388335 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1388431.000000 Penalty: 2780.721436
	Iteration 18Q: 3 clusters Score -1388431 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1388497.500000 Penalty: 2780.721436
	Iteration 19Q: 3 clusters Score -1388498 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1388555.500000 Penalty: 2780.721436
	Iteration 20F: 3 clusters Score -1388556 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1388606.750000 Penalty: 2780.721436
	Iteration 21Q: 3 clusters Score -1388607 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1388641.875000 Penalty: 2780.721436
	Iteration 22Q: 3 clusters Score -1388642 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1388680.625000 Penalty: 2780.721436
	Iteration 23Q: 3 clusters Score -1388681 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1388712.375000 Penalty: 2780.721436
	Iteration 24Q: 3 clusters Score -1388712 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1388756.375000 Penalty: 2780.721436
	Iteration 25Q: 3 clusters Score -1388756 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1388788.750000 Penalty: 2780.721436
	Iteration 26Q: 3 clusters Score -1388789 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1388831.125000 Penalty: 2780.721436
	Iteration 27Q: 3 clusters Score -1388831 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1388867.500000 Penalty: 2780.721436
	Iteration 28Q: 3 clusters Score -1388868 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1388923.000000 Penalty: 2780.721436
	Iteration 29Q: 3 clusters Score -1388923 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1388969.000000 Penalty: 2780.721436
	Iteration 30Q: 3 clusters Score -1388969 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1389008.125000 Penalty: 2780.721436
	Iteration 31Q: 3 clusters Score -1389008 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1389044.375000 Penalty: 2780.721436
	Iteration 32Q: 3 clusters Score -1389044 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1389068.750000 Penalty: 2780.721436
	Iteration 33Q: 3 clusters Score -1389069 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1389087.625000 Penalty: 2780.721436
	Iteration 34Q: 3 clusters Score -1389088 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1389111.750000 Penalty: 2780.721436
	Iteration 35Q: 3 clusters Score -1389112 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1389132.250000 Penalty: 2780.721436
	Iteration 36Q: 3 clusters Score -1389132 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1389154.125000 Penalty: 2780.721436
	Iteration 37Q: 3 clusters Score -1389154 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1389184.750000 Penalty: 2780.721436
	Iteration 38Q: 3 clusters Score -1389185 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1389209.500000 Penalty: 2780.721436
	Iteration 39Q: 3 clusters Score -1389210 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1389236.250000 Penalty: 2780.721436
	Iteration 40F: 3 clusters Score -1389236 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1389267.625000 Penalty: 2780.721436
	Iteration 41Q: 3 clusters Score -1389268 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1389308.625000 Penalty: 2780.721436
	Iteration 42Q: 3 clusters Score -1389309 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1389347.500000 Penalty: 2780.721436
	Iteration 43Q: 3 clusters Score -1389348 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1389371.375000 Penalty: 2780.721436
	Iteration 44Q: 3 clusters Score -1389371 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1389390.125000 Penalty: 2780.721436
	Iteration 45Q: 3 clusters Score -1389390 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1389407.250000 Penalty: 2780.721436
	Iteration 46Q: 3 clusters Score -1389407 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1389425.375000 Penalty: 2780.721436
	Iteration 47Q: 3 clusters Score -1389425 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1389431.625000 Penalty: 2780.721436
	Iteration 48Q: 3 clusters Score -1389432 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1389440.500000 Penalty: 2780.721436
	Iteration 49Q: 3 clusters Score -1389440 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1389444.500000 Penalty: 2780.721436
	Iteration 50Q: 3 clusters Score -1389444 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1389448.625000 Penalty: 2780.721436
	Iteration 51Q: 3 clusters Score -1389449 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1389449.250000 Penalty: 2780.721436
	Iteration 52Q: 3 clusters Score -1389449 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1389451.500000 Penalty: 2780.721436
	Iteration 53Q: 3 clusters Score -1389452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1389452.625000 Penalty: 2780.721436
	Iteration 54Q: 3 clusters Score -1389453 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1389456.250000 Penalty: 2780.721436
	Iteration 55Q: 3 clusters Score -1389456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1389456.625000 Penalty: 2780.721436
	Iteration 56Q: 3 clusters Score -1389457 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1389457.500000 Penalty: 2780.721436
	Iteration 57Q: 3 clusters Score -1389458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1389460.500000 Penalty: 2780.721436
	Iteration 58Q: 3 clusters Score -1389460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1389463.125000 Penalty: 2780.721436
	Iteration 59Q: 3 clusters Score -1389463 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1389462.500000 Penalty: 2780.721436
	Iteration 60F: 3 clusters Score -1389462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1389465.625000 Penalty: 2780.721436
	Iteration 61Q: 3 clusters Score -1389466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1389465.000000 Penalty: 2780.721436
	Iteration 62Q: 3 clusters Score -1389465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1389464.875000 Penalty: 2780.721436
	Iteration 63Q: 3 clusters Score -1389465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1389470.375000 Penalty: 2780.721436
	Iteration 64Q: 3 clusters Score -1389470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1389471.750000 Penalty: 2780.721436
	Iteration 65Q: 3 clusters Score -1389472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1389470.875000 Penalty: 2780.721436
	Iteration 66Q: 3 clusters Score -1389471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1389470.625000 Penalty: 2780.721436
	Iteration 67Q: 3 clusters Score -1389471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1389471.375000 Penalty: 2780.721436
	Iteration 68Q: 3 clusters Score -1389471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1389471.500000 Penalty: 2780.721436
	Iteration 69Q: 3 clusters Score -1389472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1389471.500000 Penalty: 2780.721436
	Iteration 70F: 3 clusters Score -1389472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Entering Unmasked Estep 
Score: -177194.750000 Penalty: 1102.479492
	Iteration 0F: 2 clusters Score -177194.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -175527.109375 Penalty: 2204.958984
	Iteration 0F: 3 clusters Score -175527.1 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -175940.843750 Penalty: 2204.958984
	Iteration 1F: 3 clusters Score -175940.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -176088.015625 Penalty: 2204.958984
	Iteration 2F: 3 clusters Score -176088 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -176144.234375 Penalty: 2204.958984
	Iteration 3Q: 3 clusters Score -176144.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -176180.953125 Penalty: 2204.958984
	Iteration 4Q: 3 clusters Score -176181 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -176207.468750 Penalty: 2204.958984
	Iteration 5Q: 3 clusters Score -176207.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -176230.500000 Penalty: 2204.958984
	Iteration 6Q: 3 clusters Score -176230.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -176246.953125 Penalty: 2204.958984
	Iteration 7Q: 3 clusters Score -176247 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -176260.140625 Penalty: 2204.958984
	Iteration 8Q: 3 clusters Score -176260.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -176273.078125 Penalty: 2204.958984
	Iteration 9Q: 3 clusters Score -176273.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -176281.625000 Penalty: 2204.958984
	Iteration 10Q: 3 clusters Score -176281.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -176284.968750 Penalty: 2204.958984
	Iteration 11Q: 3 clusters Score -176285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -176286.484375 Penalty: 2204.958984
	Iteration 12Q: 3 clusters Score -176286.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -176287.656250 Penalty: 2204.958984
	Iteration 13Q: 3 clusters Score -176287.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -176288.343750 Penalty: 2204.958984
	Iteration 14Q: 3 clusters Score -176288.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -176288.781250 Penalty: 2204.958984
	Iteration 15Q: 3 clusters Score -176288.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -176289.406250 Penalty: 2204.958984
	Iteration 16Q: 3 clusters Score -176289.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -176289.406250 Penalty: 2204.958984
	Iteration 17F: 3 clusters Score -176289.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Entering Unmasked Estep 
Score: -460533.687500 Penalty: 1229.315063
	Iteration 0F: 2 clusters Score -460533.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -457541.406250 Penalty: 2458.630127
	Iteration 0F: 3 clusters Score -457541.4 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -458384.468750 Penalty: 2458.630127
	Iteration 1F: 3 clusters Score -458384.5 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -458582.500000 Penalty: 2458.630127
	Iteration 2F: 3 clusters Score -458582.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -458718.531250 Penalty: 2458.630127
	Iteration 3F: 3 clusters Score -458718.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -458801.500000 Penalty: 2458.630127
	Iteration 4Q: 3 clusters Score -458801.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -458863.625000 Penalty: 2458.630127
	Iteration 5Q: 3 clusters Score -458863.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -458922.031250 Penalty: 2458.630127
	Iteration 6Q: 3 clusters Score -458922 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -458973.531250 Penalty: 2458.630127
	Iteration 7Q: 3 clusters Score -458973.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -459016.812500 Penalty: 2458.630127
	Iteration 8Q: 3 clusters Score -459016.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -459049.625000 Penalty: 2458.630127
	Iteration 9Q: 3 clusters Score -459049.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -459076.312500 Penalty: 2458.630127
	Iteration 10Q: 3 clusters Score -459076.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -459097.093750 Penalty: 2458.630127
	Iteration 11Q: 3 clusters Score -459097.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -459118.312500 Penalty: 2458.630127
	Iteration 12Q: 3 clusters Score -459118.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -459135.562500 Penalty: 2458.630127
	Iteration 13Q: 3 clusters Score -459135.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -459155.031250 Penalty: 2458.630127
	Iteration 14Q: 3 clusters Score -459155 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -459173.625000 Penalty: 2458.630127
	Iteration 15Q: 3 clusters Score -459173.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -459196.343750 Penalty: 2458.630127
	Iteration 16Q: 3 clusters Score -459196.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -459214.968750 Penalty: 2458.630127
	Iteration 17Q: 3 clusters Score -459215 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -459237.531250 Penalty: 2458.630127
	Iteration 18Q: 3 clusters Score -459237.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -459257.781250 Penalty: 2458.630127
	Iteration 19Q: 3 clusters Score -459257.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -459275.843750 Penalty: 2458.630127
	Iteration 20F: 3 clusters Score -459275.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -459295.281250 Penalty: 2458.630127
	Iteration 21Q: 3 clusters Score -459295.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -459311.625000 Penalty: 2458.630127
	Iteration 22Q: 3 clusters Score -459311.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -459327.281250 Penalty: 2458.630127
	Iteration 23Q: 3 clusters Score -459327.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -459343.125000 Penalty: 2458.630127
	Iteration 24Q: 3 clusters Score -459343.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -459359.406250 Penalty: 2458.630127
	Iteration 25Q: 3 clusters Score -459359.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -459382.375000 Penalty: 2458.630127
	Iteration 26Q: 3 clusters Score -459382.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -459399.312500 Penalty: 2458.630127
	Iteration 27Q: 3 clusters Score -459399.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -459411.968750 Penalty: 2458.630127
	Iteration 28Q: 3 clusters Score -459412 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -459432.500000 Penalty: 2458.630127
	Iteration 29Q: 3 clusters Score -459432.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -459448.343750 Penalty: 2458.630127
	Iteration 30Q: 3 clusters Score -459448.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -459465.531250 Penalty: 2458.630127
	Iteration 31Q: 3 clusters Score -459465.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -459485.218750 Penalty: 2458.630127
	Iteration 32Q: 3 clusters Score -459485.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -459507.062500 Penalty: 2458.630127
	Iteration 33Q: 3 clusters Score -459507.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -459522.093750 Penalty: 2458.630127
	Iteration 34Q: 3 clusters Score -459522.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -459536.187500 Penalty: 2458.630127
	Iteration 35Q: 3 clusters Score -459536.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -459550.062500 Penalty: 2458.630127
	Iteration 36Q: 3 clusters Score -459550.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -459557.937500 Penalty: 2458.630127
	Iteration 37Q: 3 clusters Score -459557.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -459568.593750 Penalty: 2458.630127
	Iteration 38Q: 3 clusters Score -459568.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -459576.031250 Penalty: 2458.630127
	Iteration 39Q: 3 clusters Score -459576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -459583.812500 Penalty: 2458.630127
	Iteration 40F: 3 clusters Score -459583.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -459590.468750 Penalty: 2458.630127
	Iteration 41Q: 3 clusters Score -459590.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -459592.125000 Penalty: 2458.630127
	Iteration 42Q: 3 clusters Score -459592.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -459594.937500 Penalty: 2458.630127
	Iteration 43Q: 3 clusters Score -459594.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -459599.000000 Penalty: 2458.630127
	Iteration 44Q: 3 clusters Score -459599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -459602.906250 Penalty: 2458.630127
	Iteration 45Q: 3 clusters Score -459602.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -459609.968750 Penalty: 2458.630127
	Iteration 46Q: 3 clusters Score -459610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -459615.062500 Penalty: 2458.630127
	Iteration 47Q: 3 clusters Score -459615.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -459615.656250 Penalty: 2458.630127
	Iteration 48Q: 3 clusters Score -459615.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -459616.750000 Penalty: 2458.630127
	Iteration 49Q: 3 clusters Score -459616.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -459617.687500 Penalty: 2458.630127
	Iteration 50Q: 3 clusters Score -459617.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -459618.406250 Penalty: 2458.630127
	Iteration 51Q: 3 clusters Score -459618.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -459621.750000 Penalty: 2458.630127
	Iteration 52Q: 3 clusters Score -459621.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -459623.500000 Penalty: 2458.630127
	Iteration 53Q: 3 clusters Score -459623.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -459625.531250 Penalty: 2458.630127
	Iteration 54Q: 3 clusters Score -459625.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -459626.031250 Penalty: 2458.630127
	Iteration 55Q: 3 clusters Score -459626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -459626.031250 Penalty: 2458.630127
	Iteration 56F: 3 clusters Score -459626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (51380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51380 members 
Entering Unmasked Estep 
Score: -6535843.500000 Penalty: 1614.034180
	Iteration 0F: 2 clusters Score -6535844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25678 members 
Mstep: Class 2 contains 25702 members 
Entering Unmasked Estep 
Score: -6503112.000000 Penalty: 3228.068359
	Iteration 0F: 3 clusters Score -6503112 nChanged 23845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25401 members 
Mstep: Class 2 contains 25979 members 
Entering Unmasked Estep 
Score: -6516038.000000 Penalty: 3228.068359
	Iteration 1F: 3 clusters Score -6516038 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25268 members 
Mstep: Class 2 contains 26112 members 
Entering Unmasked Estep 
Score: -6516467.500000 Penalty: 3228.068359
	Iteration 2Q: 3 clusters Score -6516468 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -6516919.000000 Penalty: 3228.068359
	Iteration 3Q: 3 clusters Score -6516919 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24836 members 
Mstep: Class 2 contains 26544 members 
Entering Unmasked Estep 
Score: -6517409.000000 Penalty: 3228.068359
	Iteration 4Q: 3 clusters Score -6517409 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24460 members 
Mstep: Class 2 contains 26920 members 
Entering Unmasked Estep 
Score: -6517899.500000 Penalty: 3228.068359
	Iteration 5Q: 3 clusters Score -6517900 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 27357 members 
Entering Unmasked Estep 
Score: -6518479.500000 Penalty: 3228.068359
	Iteration 6Q: 3 clusters Score -6518480 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23420 members 
Mstep: Class 2 contains 27960 members 
Entering Unmasked Estep 
Score: -6519287.500000 Penalty: 3228.068359
	Iteration 7Q: 3 clusters Score -6519288 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 28649 members 
Entering Unmasked Estep 
Score: -6520324.000000 Penalty: 3228.068359
	Iteration 8Q: 3 clusters Score -6520324 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21788 members 
Mstep: Class 2 contains 29592 members 
Entering Unmasked Estep 
Score: -6521602.500000 Penalty: 3228.068359
	Iteration 9Q: 3 clusters Score -6521602 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 30770 members 
Entering Unmasked Estep 
Score: -6523191.000000 Penalty: 3228.068359
	Iteration 10F: 3 clusters Score -6523191 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 32298 members 
Entering Unmasked Estep 
Score: -6525000.000000 Penalty: 3228.068359
	Iteration 11F: 3 clusters Score -6525000 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 34114 members 
Entering Unmasked Estep 
Score: -6526845.000000 Penalty: 3228.068359
	Iteration 12F: 3 clusters Score -6526845 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 36210 members 
Entering Unmasked Estep 
Score: -6528604.000000 Penalty: 3228.068359
	Iteration 13F: 3 clusters Score -6528604 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 38348 members 
Entering Unmasked Estep 
Score: -6530059.000000 Penalty: 3228.068359
	Iteration 14Q: 3 clusters Score -6530059 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 40435 members 
Entering Unmasked Estep 
Score: -6531359.000000 Penalty: 3228.068359
	Iteration 15Q: 3 clusters Score -6531359 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 42336 members 
Entering Unmasked Estep 
Score: -6532424.500000 Penalty: 3228.068359
	Iteration 16Q: 3 clusters Score -6532424 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 43953 members 
Entering Unmasked Estep 
Score: -6533180.500000 Penalty: 3228.068359
	Iteration 17Q: 3 clusters Score -6533180 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 45226 members 
Entering Unmasked Estep 
Score: -6533756.500000 Penalty: 3228.068359
	Iteration 18Q: 3 clusters Score -6533756 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 46218 members 
Entering Unmasked Estep 
Score: -6534151.000000 Penalty: 3228.068359
	Iteration 19Q: 3 clusters Score -6534151 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 46996 members 
Entering Unmasked Estep 
Score: -6534485.000000 Penalty: 3228.068359
	Iteration 20F: 3 clusters Score -6534485 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 47537 members 
Entering Unmasked Estep 
Score: -6534696.500000 Penalty: 3228.068359
	Iteration 21Q: 3 clusters Score -6534696 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 47960 members 
Entering Unmasked Estep 
Score: -6534880.500000 Penalty: 3228.068359
	Iteration 22Q: 3 clusters Score -6534880 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 48264 members 
Entering Unmasked Estep 
Score: -6534984.500000 Penalty: 3228.068359
	Iteration 23Q: 3 clusters Score -6534984 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 48506 members 
Entering Unmasked Estep 
Score: -6535056.000000 Penalty: 3228.068359
	Iteration 24Q: 3 clusters Score -6535056 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 48709 members 
Entering Unmasked Estep 
Score: -6535114.000000 Penalty: 3228.068359
	Iteration 25Q: 3 clusters Score -6535114 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 48857 members 
Entering Unmasked Estep 
Score: -6535179.000000 Penalty: 3228.068359
	Iteration 26Q: 3 clusters Score -6535179 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 48976 members 
Entering Unmasked Estep 
Score: -6535210.000000 Penalty: 3228.068359
	Iteration 27Q: 3 clusters Score -6535210 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 49059 members 
Entering Unmasked Estep 
Score: -6535227.500000 Penalty: 3228.068359
	Iteration 28Q: 3 clusters Score -6535228 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 49120 members 
Entering Unmasked Estep 
Score: -6535253.000000 Penalty: 3228.068359
	Iteration 29Q: 3 clusters Score -6535253 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 49175 members 
Entering Unmasked Estep 
Score: -6535255.000000 Penalty: 3228.068359
	Iteration 30Q: 3 clusters Score -6535255 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 49214 members 
Entering Unmasked Estep 
Score: -6535261.500000 Penalty: 3228.068359
	Iteration 31Q: 3 clusters Score -6535262 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 49264 members 
Entering Unmasked Estep 
Score: -6535269.000000 Penalty: 3228.068359
	Iteration 32Q: 3 clusters Score -6535269 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 49310 members 
Entering Unmasked Estep 
Score: -6535279.000000 Penalty: 3228.068359
	Iteration 33Q: 3 clusters Score -6535279 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 49348 members 
Entering Unmasked Estep 
Score: -6535291.500000 Penalty: 3228.068359
	Iteration 34Q: 3 clusters Score -6535292 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 49374 members 
Entering Unmasked Estep 
Score: -6535314.000000 Penalty: 3228.068359
	Iteration 35Q: 3 clusters Score -6535314 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 49401 members 
Entering Unmasked Estep 
Score: -6535312.500000 Penalty: 3228.068359
	Iteration 36Q: 3 clusters Score -6535312 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 49422 members 
Entering Unmasked Estep 
Score: -6535314.000000 Penalty: 3228.068359
	Iteration 37Q: 3 clusters Score -6535314 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 49443 members 
Entering Unmasked Estep 
Score: -6535315.500000 Penalty: 3228.068359
	Iteration 38Q: 3 clusters Score -6535316 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 49462 members 
Entering Unmasked Estep 
Score: -6535328.500000 Penalty: 3228.068359
	Iteration 39Q: 3 clusters Score -6535328 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 49485 members 
Entering Unmasked Estep 
Score: -6535334.500000 Penalty: 3228.068359
	Iteration 40F: 3 clusters Score -6535334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 49498 members 
Entering Unmasked Estep 
Score: -6535330.500000 Penalty: 3228.068359
	Iteration 41Q: 3 clusters Score -6535330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 49506 members 
Entering Unmasked Estep 
Score: -6535332.000000 Penalty: 3228.068359
	Iteration 42Q: 3 clusters Score -6535332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 49510 members 
Entering Unmasked Estep 
Score: -6535334.000000 Penalty: 3228.068359
	Iteration 43Q: 3 clusters Score -6535334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 49519 members 
Entering Unmasked Estep 
Score: -6535334.500000 Penalty: 3228.068359
	Iteration 44Q: 3 clusters Score -6535334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 49521 members 
Entering Unmasked Estep 
Score: -6535340.500000 Penalty: 3228.068359
	Iteration 45Q: 3 clusters Score -6535340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 49528 members 
Entering Unmasked Estep 
Score: -6535337.000000 Penalty: 3228.068359
	Iteration 46Q: 3 clusters Score -6535337 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 49535 members 
Entering Unmasked Estep 
Score: -6535338.000000 Penalty: 3228.068359
	Iteration 47Q: 3 clusters Score -6535338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 49538 members 
Entering Unmasked Estep 
Score: -6535333.000000 Penalty: 3228.068359
	Iteration 48Q: 3 clusters Score -6535333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 49543 members 
Entering Unmasked Estep 
Score: -6535346.000000 Penalty: 3228.068359
	Iteration 49Q: 3 clusters Score -6535346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 49549 members 
Entering Unmasked Estep 
Score: -6535343.000000 Penalty: 3228.068359
	Iteration 50Q: 3 clusters Score -6535343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 49553 members 
Entering Unmasked Estep 
Score: -6535339.500000 Penalty: 3228.068359
	Iteration 51Q: 3 clusters Score -6535340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 49555 members 
Entering Unmasked Estep 
Score: -6535334.000000 Penalty: 3228.068359
	Iteration 52Q: 3 clusters Score -6535334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 49555 members 
Entering Unmasked Estep 
Score: -6535334.000000 Penalty: 3228.068359
	Iteration 53F: 3 clusters Score -6535334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (36467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36467 members 
Entering Unmasked Estep 
Score: -4583816.000000 Penalty: 1563.019409
	Iteration 0F: 2 clusters Score -4583816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -4560061.000000 Penalty: 3126.038818
	Iteration 0F: 3 clusters Score -4560061 nChanged 16691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -4569100.500000 Penalty: 3126.038818
	Iteration 1F: 3 clusters Score -4569100 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -4569496.500000 Penalty: 3126.038818
	Iteration 2Q: 3 clusters Score -4569496 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -4569902.000000 Penalty: 3126.038818
	Iteration 3Q: 3 clusters Score -4569902 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -4570276.500000 Penalty: 3126.038818
	Iteration 4Q: 3 clusters Score -4570276 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -4570600.000000 Penalty: 3126.038818
	Iteration 5Q: 3 clusters Score -4570600 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -4570936.500000 Penalty: 3126.038818
	Iteration 6Q: 3 clusters Score -4570936 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -4571194.500000 Penalty: 3126.038818
	Iteration 7Q: 3 clusters Score -4571194 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -4571450.500000 Penalty: 3126.038818
	Iteration 8Q: 3 clusters Score -4571450 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
Score: -4571693.500000 Penalty: 3126.038818
	Iteration 9Q: 3 clusters Score -4571694 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -4571944.500000 Penalty: 3126.038818
	Iteration 10Q: 3 clusters Score -4571944 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -4572222.500000 Penalty: 3126.038818
	Iteration 11Q: 3 clusters Score -4572222 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 20398 members 
Entering Unmasked Estep 
Score: -4572538.500000 Penalty: 3126.038818
	Iteration 12Q: 3 clusters Score -4572538 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 21225 members 
Entering Unmasked Estep 
Score: -4572924.000000 Penalty: 3126.038818
	Iteration 13Q: 3 clusters Score -4572924 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
Score: -4573393.500000 Penalty: 3126.038818
	Iteration 14Q: 3 clusters Score -4573394 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 23545 members 
Entering Unmasked Estep 
Score: -4574020.500000 Penalty: 3126.038818
	Iteration 15Q: 3 clusters Score -4574020 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 25073 members 
Entering Unmasked Estep 
Score: -4574871.000000 Penalty: 3126.038818
	Iteration 16Q: 3 clusters Score -4574871 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 26878 members 
Entering Unmasked Estep 
Score: -4575951.000000 Penalty: 3126.038818
	Iteration 17F: 3 clusters Score -4575951 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 28893 members 
Entering Unmasked Estep 
Score: -4577323.500000 Penalty: 3126.038818
	Iteration 18F: 3 clusters Score -4577324 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 30883 members 
Entering Unmasked Estep 
Score: -4578803.500000 Penalty: 3126.038818
	Iteration 19F: 3 clusters Score -4578804 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 32594 members 
Entering Unmasked Estep 
Score: -4580098.000000 Penalty: 3126.038818
	Iteration 20F: 3 clusters Score -4580098 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 33868 members 
Entering Unmasked Estep 
Score: -4581049.000000 Penalty: 3126.038818
	Iteration 21Q: 3 clusters Score -4581049 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 34665 members 
Entering Unmasked Estep 
Score: -4581652.500000 Penalty: 3126.038818
	Iteration 22Q: 3 clusters Score -4581652 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 35168 members 
Entering Unmasked Estep 
Score: -4582027.500000 Penalty: 3126.038818
	Iteration 23Q: 3 clusters Score -4582028 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 35448 members 
Entering Unmasked Estep 
Score: -4582230.000000 Penalty: 3126.038818
	Iteration 24Q: 3 clusters Score -4582230 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 35619 members 
Entering Unmasked Estep 
Score: -4582360.000000 Penalty: 3126.038818
	Iteration 25Q: 3 clusters Score -4582360 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 35711 members 
Entering Unmasked Estep 
Score: -4582428.500000 Penalty: 3126.038818
	Iteration 26Q: 3 clusters Score -4582428 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 35759 members 
Entering Unmasked Estep 
Score: -4582471.500000 Penalty: 3126.038818
	Iteration 27Q: 3 clusters Score -4582472 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 35785 members 
Entering Unmasked Estep 
Score: -4582502.000000 Penalty: 3126.038818
	Iteration 28Q: 3 clusters Score -4582502 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 35819 members 
Entering Unmasked Estep 
Score: -4582523.000000 Penalty: 3126.038818
	Iteration 29Q: 3 clusters Score -4582523 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 35847 members 
Entering Unmasked Estep 
Score: -4582547.500000 Penalty: 3126.038818
	Iteration 30Q: 3 clusters Score -4582548 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 35871 members 
Entering Unmasked Estep 
Score: -4582563.000000 Penalty: 3126.038818
	Iteration 31Q: 3 clusters Score -4582563 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 35885 members 
Entering Unmasked Estep 
Score: -4582572.000000 Penalty: 3126.038818
	Iteration 32Q: 3 clusters Score -4582572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 35896 members 
Entering Unmasked Estep 
Score: -4582577.500000 Penalty: 3126.038818
	Iteration 33Q: 3 clusters Score -4582578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 35903 members 
Entering Unmasked Estep 
Score: -4582588.000000 Penalty: 3126.038818
	Iteration 34Q: 3 clusters Score -4582588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 35906 members 
Entering Unmasked Estep 
Score: -4582596.500000 Penalty: 3126.038818
	Iteration 35Q: 3 clusters Score -4582596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 35912 members 
Entering Unmasked Estep 
Score: -4582592.000000 Penalty: 3126.038818
	Iteration 36Q: 3 clusters Score -4582592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 35916 members 
Entering Unmasked Estep 
Score: -4582600.500000 Penalty: 3126.038818
	Iteration 37Q: 3 clusters Score -4582600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 35924 members 
Entering Unmasked Estep 
Score: -4582608.500000 Penalty: 3126.038818
	Iteration 38Q: 3 clusters Score -4582608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 35926 members 
Entering Unmasked Estep 
Score: -4582609.500000 Penalty: 3126.038818
	Iteration 39Q: 3 clusters Score -4582610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 35927 members 
Entering Unmasked Estep 
Score: -4582608.000000 Penalty: 3126.038818
	Iteration 40F: 3 clusters Score -4582608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (21961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21961 members 
Entering Unmasked Estep 
Score: -2779952.250000 Penalty: 1487.557129
	Iteration 0F: 2 clusters Score -2779952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -2765534.000000 Penalty: 2975.114258
	Iteration 0F: 3 clusters Score -2765534 nChanged 9809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -2770994.000000 Penalty: 2975.114258
	Iteration 1F: 3 clusters Score -2770994 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -2771592.000000 Penalty: 2975.114258
	Iteration 2F: 3 clusters Score -2771592 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -2772174.000000 Penalty: 2975.114258
	Iteration 3F: 3 clusters Score -2772174 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -2772784.500000 Penalty: 2975.114258
	Iteration 4F: 3 clusters Score -2772784 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -2773383.750000 Penalty: 2975.114258
	Iteration 5F: 3 clusters Score -2773384 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -2774005.250000 Penalty: 2975.114258
	Iteration 6F: 3 clusters Score -2774005 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -2774544.250000 Penalty: 2975.114258
	Iteration 7F: 3 clusters Score -2774544 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -2775012.250000 Penalty: 2975.114258
	Iteration 8Q: 3 clusters Score -2775012 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -2775384.250000 Penalty: 2975.114258
	Iteration 9Q: 3 clusters Score -2775384 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -2775705.250000 Penalty: 2975.114258
	Iteration 10Q: 3 clusters Score -2775705 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -2776017.000000 Penalty: 2975.114258
	Iteration 11Q: 3 clusters Score -2776017 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -2776298.500000 Penalty: 2975.114258
	Iteration 12Q: 3 clusters Score -2776298 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -2776596.500000 Penalty: 2975.114258
	Iteration 13Q: 3 clusters Score -2776596 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -2776894.000000 Penalty: 2975.114258
	Iteration 14Q: 3 clusters Score -2776894 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -2777169.750000 Penalty: 2975.114258
	Iteration 15Q: 3 clusters Score -2777170 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -2777365.250000 Penalty: 2975.114258
	Iteration 16Q: 3 clusters Score -2777365 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -2777554.000000 Penalty: 2975.114258
	Iteration 17Q: 3 clusters Score -2777554 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -2777695.750000 Penalty: 2975.114258
	Iteration 18Q: 3 clusters Score -2777696 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -2777826.750000 Penalty: 2975.114258
	Iteration 19Q: 3 clusters Score -2777827 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -2777943.500000 Penalty: 2975.114258
	Iteration 20F: 3 clusters Score -2777944 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -2778051.000000 Penalty: 2975.114258
	Iteration 21Q: 3 clusters Score -2778051 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -2778144.500000 Penalty: 2975.114258
	Iteration 22Q: 3 clusters Score -2778144 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -2778242.250000 Penalty: 2975.114258
	Iteration 23Q: 3 clusters Score -2778242 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -2778343.750000 Penalty: 2975.114258
	Iteration 24Q: 3 clusters Score -2778344 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -2778423.250000 Penalty: 2975.114258
	Iteration 25Q: 3 clusters Score -2778423 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -2778517.250000 Penalty: 2975.114258
	Iteration 26Q: 3 clusters Score -2778517 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -2778612.750000 Penalty: 2975.114258
	Iteration 27Q: 3 clusters Score -2778613 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -2778680.250000 Penalty: 2975.114258
	Iteration 28Q: 3 clusters Score -2778680 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -2778738.750000 Penalty: 2975.114258
	Iteration 29Q: 3 clusters Score -2778739 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -2778769.750000 Penalty: 2975.114258
	Iteration 30Q: 3 clusters Score -2778770 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 19517 members 
Entering Unmasked Estep 
Score: -2778819.750000 Penalty: 2975.114258
	Iteration 31Q: 3 clusters Score -2778820 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -2778845.750000 Penalty: 2975.114258
	Iteration 32Q: 3 clusters Score -2778846 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
Score: -2778874.250000 Penalty: 2975.114258
	Iteration 33Q: 3 clusters Score -2778874 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -2778895.750000 Penalty: 2975.114258
	Iteration 34Q: 3 clusters Score -2778896 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 19824 members 
Entering Unmasked Estep 
Score: -2778916.250000 Penalty: 2975.114258
	Iteration 35Q: 3 clusters Score -2778916 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -2778932.500000 Penalty: 2975.114258
	Iteration 36Q: 3 clusters Score -2778932 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 19927 members 
Entering Unmasked Estep 
Score: -2778948.750000 Penalty: 2975.114258
	Iteration 37Q: 3 clusters Score -2778949 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -2778959.250000 Penalty: 2975.114258
	Iteration 38Q: 3 clusters Score -2778959 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -2778964.500000 Penalty: 2975.114258
	Iteration 39Q: 3 clusters Score -2778964 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -2778979.750000 Penalty: 2975.114258
	Iteration 40F: 3 clusters Score -2778980 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -2778991.000000 Penalty: 2975.114258
	Iteration 41Q: 3 clusters Score -2778991 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 20146 members 
Entering Unmasked Estep 
Score: -2779003.000000 Penalty: 2975.114258
	Iteration 42Q: 3 clusters Score -2779003 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 20186 members 
Entering Unmasked Estep 
Score: -2779018.250000 Penalty: 2975.114258
	Iteration 43Q: 3 clusters Score -2779018 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -2779035.000000 Penalty: 2975.114258
	Iteration 44Q: 3 clusters Score -2779035 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 20235 members 
Entering Unmasked Estep 
Score: -2779038.750000 Penalty: 2975.114258
	Iteration 45Q: 3 clusters Score -2779039 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -2779039.000000 Penalty: 2975.114258
	Iteration 46Q: 3 clusters Score -2779039 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 20273 members 
Entering Unmasked Estep 
Score: -2779046.250000 Penalty: 2975.114258
	Iteration 47Q: 3 clusters Score -2779046 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -2779053.500000 Penalty: 2975.114258
	Iteration 48Q: 3 clusters Score -2779054 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -2779061.500000 Penalty: 2975.114258
	Iteration 49Q: 3 clusters Score -2779062 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -2779068.000000 Penalty: 2975.114258
	Iteration 50Q: 3 clusters Score -2779068 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -2779071.250000 Penalty: 2975.114258
	Iteration 51Q: 3 clusters Score -2779071 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 20386 members 
Entering Unmasked Estep 
Score: -2779074.500000 Penalty: 2975.114258
	Iteration 52Q: 3 clusters Score -2779074 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 20411 members 
Entering Unmasked Estep 
Score: -2779084.500000 Penalty: 2975.114258
	Iteration 53Q: 3 clusters Score -2779084 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -2779092.500000 Penalty: 2975.114258
	Iteration 54Q: 3 clusters Score -2779092 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -2779099.750000 Penalty: 2975.114258
	Iteration 55Q: 3 clusters Score -2779100 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -2779102.000000 Penalty: 2975.114258
	Iteration 56Q: 3 clusters Score -2779102 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
Score: -2779110.750000 Penalty: 2975.114258
	Iteration 57Q: 3 clusters Score -2779111 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -2779119.000000 Penalty: 2975.114258
	Iteration 58Q: 3 clusters Score -2779119 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 20542 members 
Entering Unmasked Estep 
Score: -2779121.250000 Penalty: 2975.114258
	Iteration 59Q: 3 clusters Score -2779121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -2779118.750000 Penalty: 2975.114258
	Iteration 60F: 3 clusters Score -2779119 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -2779122.000000 Penalty: 2975.114258
	Iteration 61Q: 3 clusters Score -2779122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -2779120.250000 Penalty: 2975.114258
	Iteration 62Q: 3 clusters Score -2779120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -2779121.750000 Penalty: 2975.114258
	Iteration 63Q: 3 clusters Score -2779122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
Score: -2779122.000000 Penalty: 2975.114258
	Iteration 64Q: 3 clusters Score -2779122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -2779119.250000 Penalty: 2975.114258
	Iteration 65Q: 3 clusters Score -2779119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -2779127.750000 Penalty: 2975.114258
	Iteration 66Q: 3 clusters Score -2779128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -2779128.500000 Penalty: 2975.114258
	Iteration 67Q: 3 clusters Score -2779128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -2779129.250000 Penalty: 2975.114258
	Iteration 68Q: 3 clusters Score -2779129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -2779128.250000 Penalty: 2975.114258
	Iteration 69Q: 3 clusters Score -2779128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -2779137.500000 Penalty: 2975.114258
	Iteration 70Q: 3 clusters Score -2779138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -2779136.250000 Penalty: 2975.114258
	Iteration 71Q: 3 clusters Score -2779136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -2779137.250000 Penalty: 2975.114258
	Iteration 72Q: 3 clusters Score -2779137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -2779136.750000 Penalty: 2975.114258
	Iteration 73Q: 3 clusters Score -2779137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -2779138.500000 Penalty: 2975.114258
	Iteration 74Q: 3 clusters Score -2779138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -2779138.500000 Penalty: 2975.114258
	Iteration 75F: 3 clusters Score -2779138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Entering Unmasked Estep 
Score: -892559.000000 Penalty: 1321.389771
	Iteration 0F: 2 clusters Score -892559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -887552.937500 Penalty: 2642.779541
	Iteration 0F: 3 clusters Score -887552.9 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -889215.062500 Penalty: 2642.779541
	Iteration 1F: 3 clusters Score -889215.1 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -889525.500000 Penalty: 2642.779541
	Iteration 2F: 3 clusters Score -889525.5 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -889741.812500 Penalty: 2642.779541
	Iteration 3F: 3 clusters Score -889741.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -889921.812500 Penalty: 2642.779541
	Iteration 4Q: 3 clusters Score -889921.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -890090.625000 Penalty: 2642.779541
	Iteration 5Q: 3 clusters Score -890090.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -890236.437500 Penalty: 2642.779541
	Iteration 6Q: 3 clusters Score -890236.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -890360.250000 Penalty: 2642.779541
	Iteration 7Q: 3 clusters Score -890360.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -890465.687500 Penalty: 2642.779541
	Iteration 8Q: 3 clusters Score -890465.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -890579.250000 Penalty: 2642.779541
	Iteration 9Q: 3 clusters Score -890579.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -890695.812500 Penalty: 2642.779541
	Iteration 10Q: 3 clusters Score -890695.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -890785.937500 Penalty: 2642.779541
	Iteration 11Q: 3 clusters Score -890785.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -890873.312500 Penalty: 2642.779541
	Iteration 12Q: 3 clusters Score -890873.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -890936.125000 Penalty: 2642.779541
	Iteration 13Q: 3 clusters Score -890936.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -890980.562500 Penalty: 2642.779541
	Iteration 14Q: 3 clusters Score -890980.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -891027.625000 Penalty: 2642.779541
	Iteration 15Q: 3 clusters Score -891027.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -891059.687500 Penalty: 2642.779541
	Iteration 16Q: 3 clusters Score -891059.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -891094.750000 Penalty: 2642.779541
	Iteration 17Q: 3 clusters Score -891094.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -891127.562500 Penalty: 2642.779541
	Iteration 18Q: 3 clusters Score -891127.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -891155.625000 Penalty: 2642.779541
	Iteration 19Q: 3 clusters Score -891155.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -891186.250000 Penalty: 2642.779541
	Iteration 20F: 3 clusters Score -891186.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -891205.812500 Penalty: 2642.779541
	Iteration 21Q: 3 clusters Score -891205.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -891222.625000 Penalty: 2642.779541
	Iteration 22Q: 3 clusters Score -891222.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -891242.312500 Penalty: 2642.779541
	Iteration 23Q: 3 clusters Score -891242.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -891260.875000 Penalty: 2642.779541
	Iteration 24Q: 3 clusters Score -891260.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -891273.125000 Penalty: 2642.779541
	Iteration 25Q: 3 clusters Score -891273.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -891292.687500 Penalty: 2642.779541
	Iteration 26Q: 3 clusters Score -891292.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -891308.937500 Penalty: 2642.779541
	Iteration 27Q: 3 clusters Score -891308.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -891326.437500 Penalty: 2642.779541
	Iteration 28Q: 3 clusters Score -891326.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -891340.062500 Penalty: 2642.779541
	Iteration 29Q: 3 clusters Score -891340.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -891353.125000 Penalty: 2642.779541
	Iteration 30Q: 3 clusters Score -891353.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -891365.250000 Penalty: 2642.779541
	Iteration 31Q: 3 clusters Score -891365.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -891380.000000 Penalty: 2642.779541
	Iteration 32Q: 3 clusters Score -891380 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -891387.687500 Penalty: 2642.779541
	Iteration 33Q: 3 clusters Score -891387.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -891400.125000 Penalty: 2642.779541
	Iteration 34Q: 3 clusters Score -891400.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -891405.375000 Penalty: 2642.779541
	Iteration 35Q: 3 clusters Score -891405.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -891409.375000 Penalty: 2642.779541
	Iteration 36Q: 3 clusters Score -891409.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -891410.750000 Penalty: 2642.779541
	Iteration 37Q: 3 clusters Score -891410.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -891412.187500 Penalty: 2642.779541
	Iteration 38Q: 3 clusters Score -891412.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -891413.062500 Penalty: 2642.779541
	Iteration 39Q: 3 clusters Score -891413.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -891416.625000 Penalty: 2642.779541
	Iteration 40F: 3 clusters Score -891416.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -891422.062500 Penalty: 2642.779541
	Iteration 41Q: 3 clusters Score -891422.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -891421.062500 Penalty: 2642.779541
	Iteration 42Q: 3 clusters Score -891421.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -891422.500000 Penalty: 2642.779541
	Iteration 43Q: 3 clusters Score -891422.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -891428.187500 Penalty: 2642.779541
	Iteration 44Q: 3 clusters Score -891428.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -891432.062500 Penalty: 2642.779541
	Iteration 45Q: 3 clusters Score -891432.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -891437.062500 Penalty: 2642.779541
	Iteration 46Q: 3 clusters Score -891437.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -891441.625000 Penalty: 2642.779541
	Iteration 47Q: 3 clusters Score -891441.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -891445.687500 Penalty: 2642.779541
	Iteration 48Q: 3 clusters Score -891445.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -891448.062500 Penalty: 2642.779541
	Iteration 49Q: 3 clusters Score -891448.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -891450.750000 Penalty: 2642.779541
	Iteration 50Q: 3 clusters Score -891450.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -891452.250000 Penalty: 2642.779541
	Iteration 51Q: 3 clusters Score -891452.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -891453.937500 Penalty: 2642.779541
	Iteration 52Q: 3 clusters Score -891453.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -891453.375000 Penalty: 2642.779541
	Iteration 53Q: 3 clusters Score -891453.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -891455.562500 Penalty: 2642.779541
	Iteration 54Q: 3 clusters Score -891455.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -891457.125000 Penalty: 2642.779541
	Iteration 55Q: 3 clusters Score -891457.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -891457.562500 Penalty: 2642.779541
	Iteration 56Q: 3 clusters Score -891457.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -891457.437500 Penalty: 2642.779541
	Iteration 57Q: 3 clusters Score -891457.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -891458.125000 Penalty: 2642.779541
	Iteration 58Q: 3 clusters Score -891458.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -891458.875000 Penalty: 2642.779541
	Iteration 59Q: 3 clusters Score -891458.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -891459.937500 Penalty: 2642.779541
	Iteration 60F: 3 clusters Score -891459.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -891458.750000 Penalty: 2642.779541
	Iteration 61Q: 3 clusters Score -891458.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -891458.937500 Penalty: 2642.779541
	Iteration 62Q: 3 clusters Score -891458.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -891458.937500 Penalty: 2642.779541
	Iteration 63F: 3 clusters Score -891458.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Entering Unmasked Estep 
Score: -2484558.250000 Penalty: 1471.586426
	Iteration 0F: 2 clusters Score -2484558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -2471688.500000 Penalty: 2943.172852
	Iteration 0F: 3 clusters Score -2471688 nChanged 8658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -2476137.250000 Penalty: 2943.172852
	Iteration 1F: 3 clusters Score -2476137 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -2476468.750000 Penalty: 2943.172852
	Iteration 2Q: 3 clusters Score -2476469 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -2476710.500000 Penalty: 2943.172852
	Iteration 3Q: 3 clusters Score -2476710 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -2476881.000000 Penalty: 2943.172852
	Iteration 4Q: 3 clusters Score -2476881 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -2477042.750000 Penalty: 2943.172852
	Iteration 5Q: 3 clusters Score -2477043 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -2477160.750000 Penalty: 2943.172852
	Iteration 6Q: 3 clusters Score -2477161 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -2477253.000000 Penalty: 2943.172852
	Iteration 7Q: 3 clusters Score -2477253 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -2477341.000000 Penalty: 2943.172852
	Iteration 8Q: 3 clusters Score -2477341 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -2477440.750000 Penalty: 2943.172852
	Iteration 9Q: 3 clusters Score -2477441 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -2477544.500000 Penalty: 2943.172852
	Iteration 10Q: 3 clusters Score -2477544 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -2477693.750000 Penalty: 2943.172852
	Iteration 11Q: 3 clusters Score -2477694 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -2477869.000000 Penalty: 2943.172852
	Iteration 12Q: 3 clusters Score -2477869 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -2478145.000000 Penalty: 2943.172852
	Iteration 13Q: 3 clusters Score -2478145 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -2478503.750000 Penalty: 2943.172852
	Iteration 14Q: 3 clusters Score -2478504 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -2479055.250000 Penalty: 2943.172852
	Iteration 15Q: 3 clusters Score -2479055 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -2479861.750000 Penalty: 2943.172852
	Iteration 16F: 3 clusters Score -2479862 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -2480839.750000 Penalty: 2943.172852
	Iteration 17F: 3 clusters Score -2480840 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -2481772.750000 Penalty: 2943.172852
	Iteration 18F: 3 clusters Score -2481773 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -2482450.250000 Penalty: 2943.172852
	Iteration 19Q: 3 clusters Score -2482450 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -2482843.750000 Penalty: 2943.172852
	Iteration 20F: 3 clusters Score -2482844 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 19244 members 
Entering Unmasked Estep 
Score: -2483065.750000 Penalty: 2943.172852
	Iteration 21Q: 3 clusters Score -2483066 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -2483177.000000 Penalty: 2943.172852
	Iteration 22Q: 3 clusters Score -2483177 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -2483245.000000 Penalty: 2943.172852
	Iteration 23Q: 3 clusters Score -2483245 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -2483278.250000 Penalty: 2943.172852
	Iteration 24Q: 3 clusters Score -2483278 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
Score: -2483300.000000 Penalty: 2943.172852
	Iteration 25Q: 3 clusters Score -2483300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 19445 members 
Entering Unmasked Estep 
Score: -2483322.000000 Penalty: 2943.172852
	Iteration 26Q: 3 clusters Score -2483322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -2483326.000000 Penalty: 2943.172852
	Iteration 27Q: 3 clusters Score -2483326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -2483337.000000 Penalty: 2943.172852
	Iteration 28Q: 3 clusters Score -2483337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -2483350.500000 Penalty: 2943.172852
	Iteration 29Q: 3 clusters Score -2483350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -2483351.500000 Penalty: 2943.172852
	Iteration 30Q: 3 clusters Score -2483352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -2483356.750000 Penalty: 2943.172852
	Iteration 31Q: 3 clusters Score -2483357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -2483360.250000 Penalty: 2943.172852
	Iteration 32Q: 3 clusters Score -2483360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -2483360.250000 Penalty: 2943.172852
	Iteration 33F: 3 clusters Score -2483360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Entering Unmasked Estep 
Score: -67551.429688 Penalty: 978.578674
	Iteration 0F: 2 clusters Score -67551.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -66468.531250 Penalty: 1957.157349
	Iteration 0F: 3 clusters Score -66468.53 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -66771.664062 Penalty: 1957.157349
	Iteration 1F: 3 clusters Score -66771.66 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -66901.789062 Penalty: 1957.157349
	Iteration 2F: 3 clusters Score -66901.79 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -66983.148438 Penalty: 1957.157349
	Iteration 3Q: 3 clusters Score -66983.15 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -67055.695312 Penalty: 1957.157349
	Iteration 4Q: 3 clusters Score -67055.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -67107.460938 Penalty: 1957.157349
	Iteration 5Q: 3 clusters Score -67107.46 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -67173.242188 Penalty: 1957.157349
	Iteration 6Q: 3 clusters Score -67173.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -67217.812500 Penalty: 1957.157349
	Iteration 7Q: 3 clusters Score -67217.81 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -67254.742188 Penalty: 1957.157349
	Iteration 8Q: 3 clusters Score -67254.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -67293.882812 Penalty: 1957.157349
	Iteration 9Q: 3 clusters Score -67293.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -67362.578125 Penalty: 1957.157349
	Iteration 10Q: 3 clusters Score -67362.58 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -67419.453125 Penalty: 1957.157349
	Iteration 11Q: 3 clusters Score -67419.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -67444.226562 Penalty: 1957.157349
	Iteration 12Q: 3 clusters Score -67444.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -67468.570312 Penalty: 1957.157349
	Iteration 13Q: 3 clusters Score -67468.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -67482.617188 Penalty: 1957.157349
	Iteration 14Q: 3 clusters Score -67482.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -67491.328125 Penalty: 1957.157349
	Iteration 15Q: 3 clusters Score -67491.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -67494.921875 Penalty: 1957.157349
	Iteration 16Q: 3 clusters Score -67494.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -67497.773438 Penalty: 1957.157349
	Iteration 17Q: 3 clusters Score -67497.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -67497.773438 Penalty: 1957.157349
	Iteration 18F: 3 clusters Score -67497.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Entering Unmasked Estep 
Score: -12999.894531 Penalty: 731.003052
	Iteration 0F: 2 clusters Score -12999.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -12551.857422 Penalty: 1462.006104
	Iteration 0F: 3 clusters Score -12551.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -12583.586914 Penalty: 1462.006104
	Iteration 1F: 3 clusters Score -12583.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -12594.858398 Penalty: 1462.006104
	Iteration 2Q: 3 clusters Score -12594.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -12599.518555 Penalty: 1462.006104
	Iteration 3Q: 3 clusters Score -12599.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -12604.747070 Penalty: 1462.006104
	Iteration 4Q: 3 clusters Score -12604.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -12604.747070 Penalty: 1462.006104
	Iteration 5F: 3 clusters Score -12604.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (35690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35690 members 
Entering Unmasked Estep 
Score: -4513108.500000 Penalty: 1559.814819
	Iteration 0F: 2 clusters Score -4513108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -4489834.500000 Penalty: 3119.629639
	Iteration 0F: 3 clusters Score -4489834 nChanged 16365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -4498799.500000 Penalty: 3119.629639
	Iteration 1F: 3 clusters Score -4498800 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -4499279.500000 Penalty: 3119.629639
	Iteration 2Q: 3 clusters Score -4499280 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -4499658.500000 Penalty: 3119.629639
	Iteration 3Q: 3 clusters Score -4499658 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -4500022.000000 Penalty: 3119.629639
	Iteration 4Q: 3 clusters Score -4500022 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -4500332.000000 Penalty: 3119.629639
	Iteration 5Q: 3 clusters Score -4500332 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -4500654.500000 Penalty: 3119.629639
	Iteration 6Q: 3 clusters Score -4500654 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -4501062.500000 Penalty: 3119.629639
	Iteration 7Q: 3 clusters Score -4501062 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 20701 members 
Entering Unmasked Estep 
Score: -4501568.000000 Penalty: 3119.629639
	Iteration 8Q: 3 clusters Score -4501568 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 21685 members 
Entering Unmasked Estep 
Score: -4502212.500000 Penalty: 3119.629639
	Iteration 9Q: 3 clusters Score -4502212 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 22875 members 
Entering Unmasked Estep 
Score: -4503115.500000 Penalty: 3119.629639
	Iteration 10Q: 3 clusters Score -4503116 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 24230 members 
Entering Unmasked Estep 
Score: -4504235.500000 Penalty: 3119.629639
	Iteration 11Q: 3 clusters Score -4504236 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 25590 members 
Entering Unmasked Estep 
Score: -4505503.500000 Penalty: 3119.629639
	Iteration 12Q: 3 clusters Score -4505504 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 26779 members 
Entering Unmasked Estep 
Score: -4506640.000000 Penalty: 3119.629639
	Iteration 13Q: 3 clusters Score -4506640 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 27751 members 
Entering Unmasked Estep 
Score: -4507582.500000 Penalty: 3119.629639
	Iteration 14Q: 3 clusters Score -4507582 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 28537 members 
Entering Unmasked Estep 
Score: -4508328.000000 Penalty: 3119.629639
	Iteration 15Q: 3 clusters Score -4508328 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 29200 members 
Entering Unmasked Estep 
Score: -4508777.500000 Penalty: 3119.629639
	Iteration 16Q: 3 clusters Score -4508778 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 29736 members 
Entering Unmasked Estep 
Score: -4509081.500000 Penalty: 3119.629639
	Iteration 17Q: 3 clusters Score -4509082 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 30214 members 
Entering Unmasked Estep 
Score: -4509322.000000 Penalty: 3119.629639
	Iteration 18Q: 3 clusters Score -4509322 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 30676 members 
Entering Unmasked Estep 
Score: -4509546.000000 Penalty: 3119.629639
	Iteration 19Q: 3 clusters Score -4509546 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 31128 members 
Entering Unmasked Estep 
Score: -4509755.500000 Penalty: 3119.629639
	Iteration 20F: 3 clusters Score -4509756 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 31545 members 
Entering Unmasked Estep 
Score: -4509955.500000 Penalty: 3119.629639
	Iteration 21Q: 3 clusters Score -4509956 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 31932 members 
Entering Unmasked Estep 
Score: -4510125.000000 Penalty: 3119.629639
	Iteration 22Q: 3 clusters Score -4510125 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 32291 members 
Entering Unmasked Estep 
Score: -4510298.000000 Penalty: 3119.629639
	Iteration 23Q: 3 clusters Score -4510298 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 32623 members 
Entering Unmasked Estep 
Score: -4510460.000000 Penalty: 3119.629639
	Iteration 24Q: 3 clusters Score -4510460 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 32918 members 
Entering Unmasked Estep 
Score: -4510623.500000 Penalty: 3119.629639
	Iteration 25Q: 3 clusters Score -4510624 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 33175 members 
Entering Unmasked Estep 
Score: -4510739.500000 Penalty: 3119.629639
	Iteration 26Q: 3 clusters Score -4510740 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 33398 members 
Entering Unmasked Estep 
Score: -4510846.000000 Penalty: 3119.629639
	Iteration 27Q: 3 clusters Score -4510846 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 33640 members 
Entering Unmasked Estep 
Score: -4510985.000000 Penalty: 3119.629639
	Iteration 28Q: 3 clusters Score -4510985 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 33840 members 
Entering Unmasked Estep 
Score: -4511063.500000 Penalty: 3119.629639
	Iteration 29Q: 3 clusters Score -4511064 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 34018 members 
Entering Unmasked Estep 
Score: -4511170.000000 Penalty: 3119.629639
	Iteration 30Q: 3 clusters Score -4511170 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 34201 members 
Entering Unmasked Estep 
Score: -4511290.000000 Penalty: 3119.629639
	Iteration 31Q: 3 clusters Score -4511290 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 34350 members 
Entering Unmasked Estep 
Score: -4511400.500000 Penalty: 3119.629639
	Iteration 32Q: 3 clusters Score -4511400 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 34476 members 
Entering Unmasked Estep 
Score: -4511474.500000 Penalty: 3119.629639
	Iteration 33Q: 3 clusters Score -4511474 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 34577 members 
Entering Unmasked Estep 
Score: -4511527.000000 Penalty: 3119.629639
	Iteration 34Q: 3 clusters Score -4511527 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 34659 members 
Entering Unmasked Estep 
Score: -4511572.000000 Penalty: 3119.629639
	Iteration 35Q: 3 clusters Score -4511572 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 34739 members 
Entering Unmasked Estep 
Score: -4511614.000000 Penalty: 3119.629639
	Iteration 36Q: 3 clusters Score -4511614 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 34801 members 
Entering Unmasked Estep 
Score: -4511646.000000 Penalty: 3119.629639
	Iteration 37Q: 3 clusters Score -4511646 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 34847 members 
Entering Unmasked Estep 
Score: -4511685.500000 Penalty: 3119.629639
	Iteration 38Q: 3 clusters Score -4511686 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 34893 members 
Entering Unmasked Estep 
Score: -4511708.000000 Penalty: 3119.629639
	Iteration 39Q: 3 clusters Score -4511708 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 34926 members 
Entering Unmasked Estep 
Score: -4511740.500000 Penalty: 3119.629639
	Iteration 40F: 3 clusters Score -4511740 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 34953 members 
Entering Unmasked Estep 
Score: -4511771.000000 Penalty: 3119.629639
	Iteration 41Q: 3 clusters Score -4511771 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 34979 members 
Entering Unmasked Estep 
Score: -4511779.000000 Penalty: 3119.629639
	Iteration 42Q: 3 clusters Score -4511779 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 34998 members 
Entering Unmasked Estep 
Score: -4511789.500000 Penalty: 3119.629639
	Iteration 43Q: 3 clusters Score -4511790 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 35012 members 
Entering Unmasked Estep 
Score: -4511797.000000 Penalty: 3119.629639
	Iteration 44Q: 3 clusters Score -4511797 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 35019 members 
Entering Unmasked Estep 
Score: -4511809.000000 Penalty: 3119.629639
	Iteration 45Q: 3 clusters Score -4511809 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 35024 members 
Entering Unmasked Estep 
Score: -4511819.500000 Penalty: 3119.629639
	Iteration 46Q: 3 clusters Score -4511820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 35032 members 
Entering Unmasked Estep 
Score: -4511820.000000 Penalty: 3119.629639
	Iteration 47Q: 3 clusters Score -4511820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 35038 members 
Entering Unmasked Estep 
Score: -4511824.500000 Penalty: 3119.629639
	Iteration 48Q: 3 clusters Score -4511824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 35044 members 
Entering Unmasked Estep 
Score: -4511821.500000 Penalty: 3119.629639
	Iteration 49Q: 3 clusters Score -4511822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 35049 members 
Entering Unmasked Estep 
Score: -4511829.000000 Penalty: 3119.629639
	Iteration 50Q: 3 clusters Score -4511829 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 35057 members 
Entering Unmasked Estep 
Score: -4511834.000000 Penalty: 3119.629639
	Iteration 51Q: 3 clusters Score -4511834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 35061 members 
Entering Unmasked Estep 
Score: -4511843.500000 Penalty: 3119.629639
	Iteration 52Q: 3 clusters Score -4511844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 35063 members 
Entering Unmasked Estep 
Score: -4511840.500000 Penalty: 3119.629639
	Iteration 53Q: 3 clusters Score -4511840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 35065 members 
Entering Unmasked Estep 
Score: -4511842.000000 Penalty: 3119.629639
	Iteration 54Q: 3 clusters Score -4511842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 35068 members 
Entering Unmasked Estep 
Score: -4511840.000000 Penalty: 3119.629639
	Iteration 55Q: 3 clusters Score -4511840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 35073 members 
Entering Unmasked Estep 
Score: -4511843.500000 Penalty: 3119.629639
	Iteration 56Q: 3 clusters Score -4511844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 35078 members 
Entering Unmasked Estep 
Score: -4511841.500000 Penalty: 3119.629639
	Iteration 57Q: 3 clusters Score -4511842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 35078 members 
Entering Unmasked Estep 
Score: -4511841.500000 Penalty: 3119.629639
	Iteration 58F: 3 clusters Score -4511842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Entering Unmasked Estep 
Score: -1676538.750000 Penalty: 1419.070190
	Iteration 0F: 2 clusters Score -1676539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1667333.875000 Penalty: 2838.140381
	Iteration 0F: 3 clusters Score -1667334 nChanged 5921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1670474.250000 Penalty: 2838.140381
	Iteration 1F: 3 clusters Score -1670474 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1670774.875000 Penalty: 2838.140381
	Iteration 2F: 3 clusters Score -1670775 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1670978.125000 Penalty: 2838.140381
	Iteration 3Q: 3 clusters Score -1670978 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1671155.375000 Penalty: 2838.140381
	Iteration 4Q: 3 clusters Score -1671155 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1671339.375000 Penalty: 2838.140381
	Iteration 5Q: 3 clusters Score -1671339 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1671540.750000 Penalty: 2838.140381
	Iteration 6Q: 3 clusters Score -1671541 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1671740.125000 Penalty: 2838.140381
	Iteration 7Q: 3 clusters Score -1671740 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1671966.125000 Penalty: 2838.140381
	Iteration 8Q: 3 clusters Score -1671966 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1672238.500000 Penalty: 2838.140381
	Iteration 9Q: 3 clusters Score -1672238 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1672564.500000 Penalty: 2838.140381
	Iteration 10Q: 3 clusters Score -1672564 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -1672953.875000 Penalty: 2838.140381
	Iteration 11Q: 3 clusters Score -1672954 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -1673419.750000 Penalty: 2838.140381
	Iteration 12Q: 3 clusters Score -1673420 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -1673856.500000 Penalty: 2838.140381
	Iteration 13Q: 3 clusters Score -1673856 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -1674245.250000 Penalty: 2838.140381
	Iteration 14Q: 3 clusters Score -1674245 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -1674560.375000 Penalty: 2838.140381
	Iteration 15Q: 3 clusters Score -1674560 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -1674789.625000 Penalty: 2838.140381
	Iteration 16Q: 3 clusters Score -1674790 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -1674942.375000 Penalty: 2838.140381
	Iteration 17Q: 3 clusters Score -1674942 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -1675062.125000 Penalty: 2838.140381
	Iteration 18Q: 3 clusters Score -1675062 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -1675172.500000 Penalty: 2838.140381
	Iteration 19Q: 3 clusters Score -1675172 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -1675248.250000 Penalty: 2838.140381
	Iteration 20F: 3 clusters Score -1675248 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -1675302.500000 Penalty: 2838.140381
	Iteration 21Q: 3 clusters Score -1675302 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -1675337.125000 Penalty: 2838.140381
	Iteration 22Q: 3 clusters Score -1675337 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -1675352.875000 Penalty: 2838.140381
	Iteration 23Q: 3 clusters Score -1675353 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -1675366.125000 Penalty: 2838.140381
	Iteration 24Q: 3 clusters Score -1675366 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -1675378.000000 Penalty: 2838.140381
	Iteration 25Q: 3 clusters Score -1675378 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -1675387.125000 Penalty: 2838.140381
	Iteration 26Q: 3 clusters Score -1675387 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -1675399.125000 Penalty: 2838.140381
	Iteration 27Q: 3 clusters Score -1675399 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -1675405.625000 Penalty: 2838.140381
	Iteration 28Q: 3 clusters Score -1675406 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -1675413.500000 Penalty: 2838.140381
	Iteration 29Q: 3 clusters Score -1675414 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -1675422.750000 Penalty: 2838.140381
	Iteration 30Q: 3 clusters Score -1675423 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -1675427.000000 Penalty: 2838.140381
	Iteration 31Q: 3 clusters Score -1675427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -1675430.875000 Penalty: 2838.140381
	Iteration 32Q: 3 clusters Score -1675431 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -1675437.375000 Penalty: 2838.140381
	Iteration 33Q: 3 clusters Score -1675437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -1675438.500000 Penalty: 2838.140381
	Iteration 34Q: 3 clusters Score -1675438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -1675441.375000 Penalty: 2838.140381
	Iteration 35Q: 3 clusters Score -1675441 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -1675447.625000 Penalty: 2838.140381
	Iteration 36Q: 3 clusters Score -1675448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -1675452.125000 Penalty: 2838.140381
	Iteration 37Q: 3 clusters Score -1675452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -1675463.750000 Penalty: 2838.140381
	Iteration 38Q: 3 clusters Score -1675464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -1675472.750000 Penalty: 2838.140381
	Iteration 39Q: 3 clusters Score -1675473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -1675475.500000 Penalty: 2838.140381
	Iteration 40F: 3 clusters Score -1675476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -1675480.125000 Penalty: 2838.140381
	Iteration 41Q: 3 clusters Score -1675480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -1675482.250000 Penalty: 2838.140381
	Iteration 42Q: 3 clusters Score -1675482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -1675489.750000 Penalty: 2838.140381
	Iteration 43Q: 3 clusters Score -1675490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -1675491.625000 Penalty: 2838.140381
	Iteration 44Q: 3 clusters Score -1675492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -1675496.250000 Penalty: 2838.140381
	Iteration 45Q: 3 clusters Score -1675496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -1675499.875000 Penalty: 2838.140381
	Iteration 46Q: 3 clusters Score -1675500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -1675505.625000 Penalty: 2838.140381
	Iteration 47Q: 3 clusters Score -1675506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -1675504.375000 Penalty: 2838.140381
	Iteration 48Q: 3 clusters Score -1675504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -1675506.750000 Penalty: 2838.140381
	Iteration 49Q: 3 clusters Score -1675507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -1675508.000000 Penalty: 2838.140381
	Iteration 50Q: 3 clusters Score -1675508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -1675507.625000 Penalty: 2838.140381
	Iteration 51Q: 3 clusters Score -1675508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -1675509.125000 Penalty: 2838.140381
	Iteration 52Q: 3 clusters Score -1675509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -1675509.125000 Penalty: 2838.140381
	Iteration 53F: 3 clusters Score -1675509 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Entering Unmasked Estep 
Score: -666594.187500 Penalty: 1287.454590
	Iteration 0F: 2 clusters Score -666594.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -662489.000000 Penalty: 2574.909180
	Iteration 0F: 3 clusters Score -662489 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -663739.625000 Penalty: 2574.909180
	Iteration 1F: 3 clusters Score -663739.6 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -664083.312500 Penalty: 2574.909180
	Iteration 2F: 3 clusters Score -664083.3 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -664358.250000 Penalty: 2574.909180
	Iteration 3F: 3 clusters Score -664358.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -664584.812500 Penalty: 2574.909180
	Iteration 4Q: 3 clusters Score -664584.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -664800.187500 Penalty: 2574.909180
	Iteration 5Q: 3 clusters Score -664800.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -664986.687500 Penalty: 2574.909180
	Iteration 6Q: 3 clusters Score -664986.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -665141.375000 Penalty: 2574.909180
	Iteration 7Q: 3 clusters Score -665141.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -665298.562500 Penalty: 2574.909180
	Iteration 8Q: 3 clusters Score -665298.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -665445.687500 Penalty: 2574.909180
	Iteration 9Q: 3 clusters Score -665445.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -665547.250000 Penalty: 2574.909180
	Iteration 10Q: 3 clusters Score -665547.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -665630.625000 Penalty: 2574.909180
	Iteration 11Q: 3 clusters Score -665630.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -665690.187500 Penalty: 2574.909180
	Iteration 12Q: 3 clusters Score -665690.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -665741.562500 Penalty: 2574.909180
	Iteration 13Q: 3 clusters Score -665741.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -665770.562500 Penalty: 2574.909180
	Iteration 14Q: 3 clusters Score -665770.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -665789.125000 Penalty: 2574.909180
	Iteration 15Q: 3 clusters Score -665789.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -665798.687500 Penalty: 2574.909180
	Iteration 16Q: 3 clusters Score -665798.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -665809.812500 Penalty: 2574.909180
	Iteration 17Q: 3 clusters Score -665809.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -665818.187500 Penalty: 2574.909180
	Iteration 18Q: 3 clusters Score -665818.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -665829.625000 Penalty: 2574.909180
	Iteration 19Q: 3 clusters Score -665829.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -665841.437500 Penalty: 2574.909180
	Iteration 20F: 3 clusters Score -665841.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -665854.187500 Penalty: 2574.909180
	Iteration 21Q: 3 clusters Score -665854.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -665863.437500 Penalty: 2574.909180
	Iteration 22Q: 3 clusters Score -665863.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -665876.312500 Penalty: 2574.909180
	Iteration 23Q: 3 clusters Score -665876.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -665888.937500 Penalty: 2574.909180
	Iteration 24Q: 3 clusters Score -665888.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -665900.812500 Penalty: 2574.909180
	Iteration 25Q: 3 clusters Score -665900.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -665911.437500 Penalty: 2574.909180
	Iteration 26Q: 3 clusters Score -665911.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -665919.000000 Penalty: 2574.909180
	Iteration 27Q: 3 clusters Score -665919 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -665929.250000 Penalty: 2574.909180
	Iteration 28Q: 3 clusters Score -665929.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -665941.562500 Penalty: 2574.909180
	Iteration 29Q: 3 clusters Score -665941.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -665953.937500 Penalty: 2574.909180
	Iteration 30Q: 3 clusters Score -665953.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -665966.937500 Penalty: 2574.909180
	Iteration 31Q: 3 clusters Score -665966.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -665980.875000 Penalty: 2574.909180
	Iteration 32Q: 3 clusters Score -665980.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -665991.000000 Penalty: 2574.909180
	Iteration 33Q: 3 clusters Score -665991 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -665997.125000 Penalty: 2574.909180
	Iteration 34Q: 3 clusters Score -665997.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -666000.625000 Penalty: 2574.909180
	Iteration 35Q: 3 clusters Score -666000.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -666003.125000 Penalty: 2574.909180
	Iteration 36Q: 3 clusters Score -666003.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -666006.000000 Penalty: 2574.909180
	Iteration 37Q: 3 clusters Score -666006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -666009.625000 Penalty: 2574.909180
	Iteration 38Q: 3 clusters Score -666009.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -666011.250000 Penalty: 2574.909180
	Iteration 39Q: 3 clusters Score -666011.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -666016.250000 Penalty: 2574.909180
	Iteration 40F: 3 clusters Score -666016.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -666015.687500 Penalty: 2574.909180
	Iteration 41Q: 3 clusters Score -666015.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -666015.687500 Penalty: 2574.909180
	Iteration 42F: 3 clusters Score -666015.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (52307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52307 members 
Entering Unmasked Estep 
Score: -6663709.000000 Penalty: 1616.694946
	Iteration 0F: 2 clusters Score -6663709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26168 members 
Mstep: Class 2 contains 26139 members 
Entering Unmasked Estep 
Score: -6630529.000000 Penalty: 3233.389893
	Iteration 0F: 3 clusters Score -6630529 nChanged 24170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26128 members 
Mstep: Class 2 contains 26179 members 
Entering Unmasked Estep 
Score: -6643989.500000 Penalty: 3233.389893
	Iteration 1F: 3 clusters Score -6643990 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 26180 members 
Entering Unmasked Estep 
Score: -6644606.000000 Penalty: 3233.389893
	Iteration 2Q: 3 clusters Score -6644606 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26196 members 
Mstep: Class 2 contains 26111 members 
Entering Unmasked Estep 
Score: -6645182.500000 Penalty: 3233.389893
	Iteration 3Q: 3 clusters Score -6645182 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26310 members 
Mstep: Class 2 contains 25997 members 
Entering Unmasked Estep 
Score: -6645740.000000 Penalty: 3233.389893
	Iteration 4Q: 3 clusters Score -6645740 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26478 members 
Mstep: Class 2 contains 25829 members 
Entering Unmasked Estep 
Score: -6646331.000000 Penalty: 3233.389893
	Iteration 5Q: 3 clusters Score -6646331 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26669 members 
Mstep: Class 2 contains 25638 members 
Entering Unmasked Estep 
Score: -6646923.000000 Penalty: 3233.389893
	Iteration 6Q: 3 clusters Score -6646923 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26899 members 
Mstep: Class 2 contains 25408 members 
Entering Unmasked Estep 
Score: -6647585.000000 Penalty: 3233.389893
	Iteration 7Q: 3 clusters Score -6647585 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27223 members 
Mstep: Class 2 contains 25084 members 
Entering Unmasked Estep 
Score: -6648227.000000 Penalty: 3233.389893
	Iteration 8Q: 3 clusters Score -6648227 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27648 members 
Mstep: Class 2 contains 24659 members 
Entering Unmasked Estep 
Score: -6648877.500000 Penalty: 3233.389893
	Iteration 9Q: 3 clusters Score -6648878 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28204 members 
Mstep: Class 2 contains 24103 members 
Entering Unmasked Estep 
Score: -6649560.000000 Penalty: 3233.389893
	Iteration 10Q: 3 clusters Score -6649560 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28840 members 
Mstep: Class 2 contains 23467 members 
Entering Unmasked Estep 
Score: -6650191.000000 Penalty: 3233.389893
	Iteration 11Q: 3 clusters Score -6650191 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29583 members 
Mstep: Class 2 contains 22724 members 
Entering Unmasked Estep 
Score: -6650808.000000 Penalty: 3233.389893
	Iteration 12Q: 3 clusters Score -6650808 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30401 members 
Mstep: Class 2 contains 21906 members 
Entering Unmasked Estep 
Score: -6651262.500000 Penalty: 3233.389893
	Iteration 13Q: 3 clusters Score -6651262 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31269 members 
Mstep: Class 2 contains 21038 members 
Entering Unmasked Estep 
Score: -6651730.500000 Penalty: 3233.389893
	Iteration 14Q: 3 clusters Score -6651730 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32207 members 
Mstep: Class 2 contains 20100 members 
Entering Unmasked Estep 
Score: -6652170.000000 Penalty: 3233.389893
	Iteration 15Q: 3 clusters Score -6652170 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33236 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -6652614.500000 Penalty: 3233.389893
	Iteration 16Q: 3 clusters Score -6652614 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34409 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -6653146.500000 Penalty: 3233.389893
	Iteration 17Q: 3 clusters Score -6653146 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35678 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -6653776.000000 Penalty: 3233.389893
	Iteration 18Q: 3 clusters Score -6653776 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37009 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -6654589.000000 Penalty: 3233.389893
	Iteration 19Q: 3 clusters Score -6654589 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38419 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -6655484.500000 Penalty: 3233.389893
	Iteration 20F: 3 clusters Score -6655484 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39813 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -6656476.000000 Penalty: 3233.389893
	Iteration 21Q: 3 clusters Score -6656476 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41071 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -6657239.000000 Penalty: 3233.389893
	Iteration 22Q: 3 clusters Score -6657239 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42143 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -6657787.500000 Penalty: 3233.389893
	Iteration 23Q: 3 clusters Score -6657788 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43163 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -6658244.500000 Penalty: 3233.389893
	Iteration 24Q: 3 clusters Score -6658244 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44142 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -6658668.000000 Penalty: 3233.389893
	Iteration 25Q: 3 clusters Score -6658668 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45036 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -6659035.000000 Penalty: 3233.389893
	Iteration 26Q: 3 clusters Score -6659035 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45849 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -6659396.000000 Penalty: 3233.389893
	Iteration 27Q: 3 clusters Score -6659396 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46583 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -6659665.000000 Penalty: 3233.389893
	Iteration 28Q: 3 clusters Score -6659665 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47263 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -6659934.000000 Penalty: 3233.389893
	Iteration 29Q: 3 clusters Score -6659934 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47841 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -6660214.000000 Penalty: 3233.389893
	Iteration 30Q: 3 clusters Score -6660214 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48404 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -6660447.500000 Penalty: 3233.389893
	Iteration 31Q: 3 clusters Score -6660448 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48912 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -6660702.000000 Penalty: 3233.389893
	Iteration 32Q: 3 clusters Score -6660702 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49390 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -6660953.000000 Penalty: 3233.389893
	Iteration 33Q: 3 clusters Score -6660953 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49792 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -6661138.500000 Penalty: 3233.389893
	Iteration 34Q: 3 clusters Score -6661138 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50163 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -6661343.000000 Penalty: 3233.389893
	Iteration 35Q: 3 clusters Score -6661343 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50483 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -6661501.500000 Penalty: 3233.389893
	Iteration 36Q: 3 clusters Score -6661502 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50763 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -6661658.000000 Penalty: 3233.389893
	Iteration 37Q: 3 clusters Score -6661658 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50994 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -6661808.500000 Penalty: 3233.389893
	Iteration 38Q: 3 clusters Score -6661808 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51188 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -6661931.500000 Penalty: 3233.389893
	Iteration 39Q: 3 clusters Score -6661932 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51332 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -6662004.500000 Penalty: 3233.389893
	Iteration 40F: 3 clusters Score -6662004 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51440 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -6662090.500000 Penalty: 3233.389893
	Iteration 41Q: 3 clusters Score -6662090 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51528 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -6662134.500000 Penalty: 3233.389893
	Iteration 42Q: 3 clusters Score -6662134 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51590 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -6662179.000000 Penalty: 3233.389893
	Iteration 43Q: 3 clusters Score -6662179 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51630 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -6662200.500000 Penalty: 3233.389893
	Iteration 44Q: 3 clusters Score -6662200 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51664 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -6662222.000000 Penalty: 3233.389893
	Iteration 45Q: 3 clusters Score -6662222 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51687 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -6662254.500000 Penalty: 3233.389893
	Iteration 46Q: 3 clusters Score -6662254 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51705 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -6662264.000000 Penalty: 3233.389893
	Iteration 47Q: 3 clusters Score -6662264 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51726 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -6662271.000000 Penalty: 3233.389893
	Iteration 48Q: 3 clusters Score -6662271 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51743 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -6662297.000000 Penalty: 3233.389893
	Iteration 49Q: 3 clusters Score -6662297 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51765 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -6662312.500000 Penalty: 3233.389893
	Iteration 50Q: 3 clusters Score -6662312 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51782 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -6662329.000000 Penalty: 3233.389893
	Iteration 51Q: 3 clusters Score -6662329 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51794 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -6662343.000000 Penalty: 3233.389893
	Iteration 52Q: 3 clusters Score -6662343 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51808 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -6662365.500000 Penalty: 3233.389893
	Iteration 53Q: 3 clusters Score -6662366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51820 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -6662370.500000 Penalty: 3233.389893
	Iteration 54Q: 3 clusters Score -6662370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51819 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -6662373.000000 Penalty: 3233.389893
	Iteration 55Q: 3 clusters Score -6662373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51821 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -6662380.500000 Penalty: 3233.389893
	Iteration 56Q: 3 clusters Score -6662380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51823 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -6662383.000000 Penalty: 3233.389893
	Iteration 57Q: 3 clusters Score -6662383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51824 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -6662384.000000 Penalty: 3233.389893
	Iteration 58Q: 3 clusters Score -6662384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51824 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -6662385.500000 Penalty: 3233.389893
	Iteration 59Q: 3 clusters Score -6662386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51826 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -6662391.000000 Penalty: 3233.389893
	Iteration 60F: 3 clusters Score -6662391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51827 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -6662393.000000 Penalty: 3233.389893
	Iteration 61Q: 3 clusters Score -6662393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51828 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -6662391.000000 Penalty: 3233.389893
	Iteration 62Q: 3 clusters Score -6662391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51828 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -6662391.000000 Penalty: 3233.389893
	Iteration 63F: 3 clusters Score -6662391 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (11143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Entering Unmasked Estep 
Score: -1403727.125000 Penalty: 1386.602661
	Iteration 0F: 2 clusters Score -1403727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1396312.875000 Penalty: 2773.205322
	Iteration 0F: 3 clusters Score -1396313 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1398750.750000 Penalty: 2773.205322
	Iteration 1F: 3 clusters Score -1398751 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1399019.000000 Penalty: 2773.205322
	Iteration 2F: 3 clusters Score -1399019 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1399176.250000 Penalty: 2773.205322
	Iteration 3Q: 3 clusters Score -1399176 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1399271.625000 Penalty: 2773.205322
	Iteration 4Q: 3 clusters Score -1399272 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1399350.750000 Penalty: 2773.205322
	Iteration 5Q: 3 clusters Score -1399351 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1399417.000000 Penalty: 2773.205322
	Iteration 6Q: 3 clusters Score -1399417 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1399473.500000 Penalty: 2773.205322
	Iteration 7Q: 3 clusters Score -1399474 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1399517.375000 Penalty: 2773.205322
	Iteration 8Q: 3 clusters Score -1399517 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1399555.250000 Penalty: 2773.205322
	Iteration 9Q: 3 clusters Score -1399555 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1399599.500000 Penalty: 2773.205322
	Iteration 10Q: 3 clusters Score -1399600 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1399636.875000 Penalty: 2773.205322
	Iteration 11Q: 3 clusters Score -1399637 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1399671.000000 Penalty: 2773.205322
	Iteration 12Q: 3 clusters Score -1399671 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1399715.875000 Penalty: 2773.205322
	Iteration 13Q: 3 clusters Score -1399716 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1399752.000000 Penalty: 2773.205322
	Iteration 14Q: 3 clusters Score -1399752 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1399783.875000 Penalty: 2773.205322
	Iteration 15Q: 3 clusters Score -1399784 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1399828.125000 Penalty: 2773.205322
	Iteration 16Q: 3 clusters Score -1399828 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1399866.500000 Penalty: 2773.205322
	Iteration 17Q: 3 clusters Score -1399866 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1399921.500000 Penalty: 2773.205322
	Iteration 18Q: 3 clusters Score -1399922 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1399985.125000 Penalty: 2773.205322
	Iteration 19Q: 3 clusters Score -1399985 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1400076.375000 Penalty: 2773.205322
	Iteration 20F: 3 clusters Score -1400076 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1400186.875000 Penalty: 2773.205322
	Iteration 21Q: 3 clusters Score -1400187 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1400318.750000 Penalty: 2773.205322
	Iteration 22Q: 3 clusters Score -1400319 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1400509.250000 Penalty: 2773.205322
	Iteration 23Q: 3 clusters Score -1400509 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1400740.750000 Penalty: 2773.205322
	Iteration 24Q: 3 clusters Score -1400741 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1401034.125000 Penalty: 2773.205322
	Iteration 25Q: 3 clusters Score -1401034 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1401334.500000 Penalty: 2773.205322
	Iteration 26Q: 3 clusters Score -1401334 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1401630.500000 Penalty: 2773.205322
	Iteration 27Q: 3 clusters Score -1401630 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1401882.250000 Penalty: 2773.205322
	Iteration 28Q: 3 clusters Score -1401882 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1402070.625000 Penalty: 2773.205322
	Iteration 29Q: 3 clusters Score -1402071 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1402212.125000 Penalty: 2773.205322
	Iteration 30Q: 3 clusters Score -1402212 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1402308.625000 Penalty: 2773.205322
	Iteration 31Q: 3 clusters Score -1402309 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1402368.250000 Penalty: 2773.205322
	Iteration 32Q: 3 clusters Score -1402368 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1402424.375000 Penalty: 2773.205322
	Iteration 33Q: 3 clusters Score -1402424 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1402457.500000 Penalty: 2773.205322
	Iteration 34Q: 3 clusters Score -1402458 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1402480.750000 Penalty: 2773.205322
	Iteration 35Q: 3 clusters Score -1402481 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1402508.250000 Penalty: 2773.205322
	Iteration 36Q: 3 clusters Score -1402508 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1402526.750000 Penalty: 2773.205322
	Iteration 37Q: 3 clusters Score -1402527 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1402541.250000 Penalty: 2773.205322
	Iteration 38Q: 3 clusters Score -1402541 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1402554.125000 Penalty: 2773.205322
	Iteration 39Q: 3 clusters Score -1402554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1402565.375000 Penalty: 2773.205322
	Iteration 40F: 3 clusters Score -1402565 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1402572.750000 Penalty: 2773.205322
	Iteration 41Q: 3 clusters Score -1402573 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1402579.000000 Penalty: 2773.205322
	Iteration 42Q: 3 clusters Score -1402579 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1402588.875000 Penalty: 2773.205322
	Iteration 43Q: 3 clusters Score -1402589 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1402596.750000 Penalty: 2773.205322
	Iteration 44Q: 3 clusters Score -1402597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1402601.500000 Penalty: 2773.205322
	Iteration 45Q: 3 clusters Score -1402602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1402609.250000 Penalty: 2773.205322
	Iteration 46Q: 3 clusters Score -1402609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1402609.125000 Penalty: 2773.205322
	Iteration 47Q: 3 clusters Score -1402609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1402613.000000 Penalty: 2773.205322
	Iteration 48Q: 3 clusters Score -1402613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1402616.375000 Penalty: 2773.205322
	Iteration 49Q: 3 clusters Score -1402616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1402618.500000 Penalty: 2773.205322
	Iteration 50Q: 3 clusters Score -1402618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1402621.250000 Penalty: 2773.205322
	Iteration 51Q: 3 clusters Score -1402621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1402622.375000 Penalty: 2773.205322
	Iteration 52Q: 3 clusters Score -1402622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1402626.500000 Penalty: 2773.205322
	Iteration 53Q: 3 clusters Score -1402626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1402627.500000 Penalty: 2773.205322
	Iteration 54Q: 3 clusters Score -1402628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1402630.750000 Penalty: 2773.205322
	Iteration 55Q: 3 clusters Score -1402631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1402630.625000 Penalty: 2773.205322
	Iteration 56Q: 3 clusters Score -1402631 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1402630.625000 Penalty: 2773.205322
	Iteration 57F: 3 clusters Score -1402631 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (67263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67263 members 
Entering Unmasked Estep 
Score: -8478100.000000 Penalty: 1654.115234
	Iteration 0F: 2 clusters Score -8478100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33858 members 
Mstep: Class 2 contains 33405 members 
Entering Unmasked Estep 
Score: -8436709.000000 Penalty: 3308.230469
	Iteration 0F: 3 clusters Score -8436709 nChanged 31512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35052 members 
Mstep: Class 2 contains 32211 members 
Entering Unmasked Estep 
Score: -8454539.000000 Penalty: 3308.230469
	Iteration 1F: 3 clusters Score -8454539 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35702 members 
Mstep: Class 2 contains 31561 members 
Entering Unmasked Estep 
Score: -8455304.000000 Penalty: 3308.230469
	Iteration 2Q: 3 clusters Score -8455304 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36549 members 
Mstep: Class 2 contains 30714 members 
Entering Unmasked Estep 
Score: -8456198.000000 Penalty: 3308.230469
	Iteration 3Q: 3 clusters Score -8456198 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37812 members 
Mstep: Class 2 contains 29451 members 
Entering Unmasked Estep 
Score: -8457450.000000 Penalty: 3308.230469
	Iteration 4Q: 3 clusters Score -8457450 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39452 members 
Mstep: Class 2 contains 27811 members 
Entering Unmasked Estep 
Score: -8459147.000000 Penalty: 3308.230469
	Iteration 5Q: 3 clusters Score -8459147 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41645 members 
Mstep: Class 2 contains 25618 members 
Entering Unmasked Estep 
Score: -8461515.000000 Penalty: 3308.230469
	Iteration 6F: 3 clusters Score -8461515 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44084 members 
Mstep: Class 2 contains 23179 members 
Entering Unmasked Estep 
Score: -8464442.000000 Penalty: 3308.230469
	Iteration 7F: 3 clusters Score -8464442 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46586 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -8467483.000000 Penalty: 3308.230469
	Iteration 8F: 3 clusters Score -8467483 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48856 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
Score: -8470133.000000 Penalty: 3308.230469
	Iteration 9F: 3 clusters Score -8470133 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50814 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -8472123.000000 Penalty: 3308.230469
	Iteration 10Q: 3 clusters Score -8472123 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52531 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -8473485.000000 Penalty: 3308.230469
	Iteration 11Q: 3 clusters Score -8473485 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53978 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -8474356.000000 Penalty: 3308.230469
	Iteration 12Q: 3 clusters Score -8474356 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55263 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -8475049.000000 Penalty: 3308.230469
	Iteration 13Q: 3 clusters Score -8475049 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56336 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -8475592.000000 Penalty: 3308.230469
	Iteration 14Q: 3 clusters Score -8475592 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57318 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -8476000.000000 Penalty: 3308.230469
	Iteration 15Q: 3 clusters Score -8476000 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58162 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -8476288.000000 Penalty: 3308.230469
	Iteration 16Q: 3 clusters Score -8476288 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58920 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -8476643.000000 Penalty: 3308.230469
	Iteration 17Q: 3 clusters Score -8476643 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59604 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -8476860.000000 Penalty: 3308.230469
	Iteration 18Q: 3 clusters Score -8476860 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60181 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -8477045.000000 Penalty: 3308.230469
	Iteration 19Q: 3 clusters Score -8477045 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60703 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -8477192.000000 Penalty: 3308.230469
	Iteration 20F: 3 clusters Score -8477192 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61162 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -8477273.000000 Penalty: 3308.230469
	Iteration 21Q: 3 clusters Score -8477273 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61544 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -8477398.000000 Penalty: 3308.230469
	Iteration 22Q: 3 clusters Score -8477398 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61873 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -8477458.000000 Penalty: 3308.230469
	Iteration 23Q: 3 clusters Score -8477458 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62146 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -8477521.000000 Penalty: 3308.230469
	Iteration 24Q: 3 clusters Score -8477521 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62359 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -8477593.000000 Penalty: 3308.230469
	Iteration 25Q: 3 clusters Score -8477593 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62553 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -8477657.000000 Penalty: 3308.230469
	Iteration 26Q: 3 clusters Score -8477657 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62709 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -8477662.000000 Penalty: 3308.230469
	Iteration 27Q: 3 clusters Score -8477662 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62838 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -8477686.000000 Penalty: 3308.230469
	Iteration 28Q: 3 clusters Score -8477686 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62960 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -8477725.000000 Penalty: 3308.230469
	Iteration 29Q: 3 clusters Score -8477725 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63077 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -8477743.000000 Penalty: 3308.230469
	Iteration 30Q: 3 clusters Score -8477743 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63181 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -8477767.000000 Penalty: 3308.230469
	Iteration 31Q: 3 clusters Score -8477767 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63276 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -8477770.000000 Penalty: 3308.230469
	Iteration 32Q: 3 clusters Score -8477770 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63364 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -8477766.000000 Penalty: 3308.230469
	Iteration 33Q: 3 clusters Score -8477766 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63437 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -8477791.000000 Penalty: 3308.230469
	Iteration 34Q: 3 clusters Score -8477791 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63496 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -8477790.000000 Penalty: 3308.230469
	Iteration 35Q: 3 clusters Score -8477790 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63535 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -8477781.000000 Penalty: 3308.230469
	Iteration 36Q: 3 clusters Score -8477781 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63567 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -8477793.000000 Penalty: 3308.230469
	Iteration 37Q: 3 clusters Score -8477793 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63602 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -8477804.000000 Penalty: 3308.230469
	Iteration 38Q: 3 clusters Score -8477804 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63637 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -8477821.000000 Penalty: 3308.230469
	Iteration 39Q: 3 clusters Score -8477821 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63659 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -8477817.000000 Penalty: 3308.230469
	Iteration 40F: 3 clusters Score -8477817 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63689 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -8477835.000000 Penalty: 3308.230469
	Iteration 41Q: 3 clusters Score -8477835 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63718 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -8477839.000000 Penalty: 3308.230469
	Iteration 42Q: 3 clusters Score -8477839 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63739 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -8477842.000000 Penalty: 3308.230469
	Iteration 43Q: 3 clusters Score -8477842 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63760 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -8477830.000000 Penalty: 3308.230469
	Iteration 44Q: 3 clusters Score -8477830 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63772 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -8477835.000000 Penalty: 3308.230469
	Iteration 45Q: 3 clusters Score -8477835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63776 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -8477836.000000 Penalty: 3308.230469
	Iteration 46Q: 3 clusters Score -8477836 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63787 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -8477842.000000 Penalty: 3308.230469
	Iteration 47Q: 3 clusters Score -8477842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63799 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -8477838.000000 Penalty: 3308.230469
	Iteration 48Q: 3 clusters Score -8477838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63805 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -8477829.000000 Penalty: 3308.230469
	Iteration 49Q: 3 clusters Score -8477829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63810 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -8477837.000000 Penalty: 3308.230469
	Iteration 50Q: 3 clusters Score -8477837 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63816 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -8477843.000000 Penalty: 3308.230469
	Iteration 51Q: 3 clusters Score -8477843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63822 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -8477842.000000 Penalty: 3308.230469
	Iteration 52Q: 3 clusters Score -8477842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63829 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -8477841.000000 Penalty: 3308.230469
	Iteration 53Q: 3 clusters Score -8477841 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63836 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -8477839.000000 Penalty: 3308.230469
	Iteration 54Q: 3 clusters Score -8477839 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63846 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -8477837.000000 Penalty: 3308.230469
	Iteration 55Q: 3 clusters Score -8477837 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63854 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -8477834.000000 Penalty: 3308.230469
	Iteration 56Q: 3 clusters Score -8477834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63859 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -8477838.000000 Penalty: 3308.230469
	Iteration 57Q: 3 clusters Score -8477838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63860 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -8477839.000000 Penalty: 3308.230469
	Iteration 58Q: 3 clusters Score -8477839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63861 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -8477839.000000 Penalty: 3308.230469
	Iteration 59Q: 3 clusters Score -8477839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63862 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -8477836.000000 Penalty: 3308.230469
	Iteration 60F: 3 clusters Score -8477836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63863 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -8477835.000000 Penalty: 3308.230469
	Iteration 61Q: 3 clusters Score -8477835 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63863 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -8477835.000000 Penalty: 3308.230469
	Iteration 62F: 3 clusters Score -8477835 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Entering Unmasked Estep 
Score: -25900.003906 Penalty: 895.204224
	Iteration 0F: 2 clusters Score -25900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -25143.943359 Penalty: 1790.408447
	Iteration 0F: 3 clusters Score -25143.94 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -25422.056641 Penalty: 1790.408447
	Iteration 1F: 3 clusters Score -25422.06 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -25559.355469 Penalty: 1790.408447
	Iteration 2F: 3 clusters Score -25559.36 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -25695.519531 Penalty: 1790.408447
	Iteration 3F: 3 clusters Score -25695.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -25824.560547 Penalty: 1790.408447
	Iteration 4Q: 3 clusters Score -25824.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -25884.394531 Penalty: 1790.408447
	Iteration 5Q: 3 clusters Score -25884.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -25918.214844 Penalty: 1790.408447
	Iteration 6Q: 3 clusters Score -25918.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -25959.388672 Penalty: 1790.408447
	Iteration 7Q: 3 clusters Score -25959.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -25985.146484 Penalty: 1790.408447
	Iteration 8Q: 3 clusters Score -25985.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -26011.832031 Penalty: 1790.408447
	Iteration 9Q: 3 clusters Score -26011.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -26031.115234 Penalty: 1790.408447
	Iteration 10Q: 3 clusters Score -26031.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -26040.558594 Penalty: 1790.408447
	Iteration 11Q: 3 clusters Score -26040.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -26046.521484 Penalty: 1790.408447
	Iteration 12Q: 3 clusters Score -26046.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -26047.544922 Penalty: 1790.408447
	Iteration 13Q: 3 clusters Score -26047.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -26053.542969 Penalty: 1790.408447
	Iteration 14F: 3 clusters Score -26053.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -26079.466797 Penalty: 1790.408447
	Iteration 15Q: 3 clusters Score -26079.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -26110.541016 Penalty: 1790.408447
	Iteration 16Q: 3 clusters Score -26110.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -26119.216797 Penalty: 1790.408447
	Iteration 17Q: 3 clusters Score -26119.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -26119.216797 Penalty: 1790.408447
	Iteration 18F: 3 clusters Score -26119.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 11977 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40156 members 
Mstep: Class 5 contains 10100 members 
Mstep: Class 6 contains 38316 members 
Mstep: Class 7 contains 31598 members 
Mstep: Class 8 contains 4133 members 
Mstep: Class 9 contains 6917 members 
Mstep: Class 10 contains 8640 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 21779 members 
Mstep: Class 13 contains 15070 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 51380 members 
Mstep: Class 18 contains 36467 members 
Mstep: Class 19 contains 21961 members 
Mstep: Class 20 contains 7189 members 
Mstep: Class 21 contains 19726 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35690 members 
Mstep: Class 25 contains 13860 members 
Mstep: Class 26 contains 5723 members 
Mstep: Class 27 contains 52307 members 
Mstep: Class 28 contains 11143 members 
Mstep: Class 29 contains 67263 members 
Mstep: Class 30 contains 228 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16043 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 524 members 
Mstep: Class 36 contains 62451 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9143 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20713 members 
Mstep: Class 42 contains 8785 members 
Mstep: Class 43 contains 182 members 
Entering Unmasked Estep 
Score: -80995128.000000 Penalty: 85805.187500
Splitting cluster 30 changes total score from -80996104.000000 to -80995128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Entering Unmasked Estep 
Score: -43557.585938 Penalty: 887.380615
	Iteration 0F: 2 clusters Score -43557.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -42700.117188 Penalty: 1774.761230
	Iteration 0F: 3 clusters Score -42700.12 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -42860.851562 Penalty: 1774.761230
	Iteration 1F: 3 clusters Score -42860.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -42906.828125 Penalty: 1774.761230
	Iteration 2Q: 3 clusters Score -42906.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -42997.761719 Penalty: 1774.761230
	Iteration 3Q: 3 clusters Score -42997.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -43027.242188 Penalty: 1774.761230
	Iteration 4Q: 3 clusters Score -43027.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -43051.816406 Penalty: 1774.761230
	Iteration 5Q: 3 clusters Score -43051.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -43087.714844 Penalty: 1774.761230
	Iteration 6Q: 3 clusters Score -43087.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -43113.566406 Penalty: 1774.761230
	Iteration 7Q: 3 clusters Score -43113.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -43160.828125 Penalty: 1774.761230
	Iteration 8Q: 3 clusters Score -43160.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -43184.250000 Penalty: 1774.761230
	Iteration 9Q: 3 clusters Score -43184.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -43225.003906 Penalty: 1774.761230
	Iteration 10Q: 3 clusters Score -43225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -43241.597656 Penalty: 1774.761230
	Iteration 11Q: 3 clusters Score -43241.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -43252.058594 Penalty: 1774.761230
	Iteration 12Q: 3 clusters Score -43252.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -43260.171875 Penalty: 1774.761230
	Iteration 13Q: 3 clusters Score -43260.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -43264.441406 Penalty: 1774.761230
	Iteration 14Q: 3 clusters Score -43264.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -43266.542969 Penalty: 1774.761230
	Iteration 15Q: 3 clusters Score -43266.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -43269.917969 Penalty: 1774.761230
	Iteration 16Q: 3 clusters Score -43269.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -43269.917969 Penalty: 1774.761230
	Iteration 17F: 3 clusters Score -43269.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (16043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Entering Unmasked Estep 
Score: -2029767.250000 Penalty: 1440.834595
	Iteration 0F: 2 clusters Score -2029767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -2019178.250000 Penalty: 2881.669189
	Iteration 0F: 3 clusters Score -2019178 nChanged 6998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -2022768.500000 Penalty: 2881.669189
	Iteration 1F: 3 clusters Score -2022768 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -2023089.875000 Penalty: 2881.669189
	Iteration 2F: 3 clusters Score -2023090 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -2023306.000000 Penalty: 2881.669189
	Iteration 3Q: 3 clusters Score -2023306 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -2023480.625000 Penalty: 2881.669189
	Iteration 4Q: 3 clusters Score -2023481 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -2023601.000000 Penalty: 2881.669189
	Iteration 5Q: 3 clusters Score -2023601 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -2023709.500000 Penalty: 2881.669189
	Iteration 6Q: 3 clusters Score -2023710 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -2023796.250000 Penalty: 2881.669189
	Iteration 7Q: 3 clusters Score -2023796 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -2023868.750000 Penalty: 2881.669189
	Iteration 8Q: 3 clusters Score -2023869 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -2023919.750000 Penalty: 2881.669189
	Iteration 9Q: 3 clusters Score -2023920 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -2023984.125000 Penalty: 2881.669189
	Iteration 10Q: 3 clusters Score -2023984 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -2024035.625000 Penalty: 2881.669189
	Iteration 11Q: 3 clusters Score -2024036 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -2024078.625000 Penalty: 2881.669189
	Iteration 12Q: 3 clusters Score -2024079 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -2024136.375000 Penalty: 2881.669189
	Iteration 13Q: 3 clusters Score -2024136 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -2024209.875000 Penalty: 2881.669189
	Iteration 14Q: 3 clusters Score -2024210 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -2024287.000000 Penalty: 2881.669189
	Iteration 15Q: 3 clusters Score -2024287 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -2024380.125000 Penalty: 2881.669189
	Iteration 16Q: 3 clusters Score -2024380 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -2024490.625000 Penalty: 2881.669189
	Iteration 17Q: 3 clusters Score -2024491 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -2024624.000000 Penalty: 2881.669189
	Iteration 18Q: 3 clusters Score -2024624 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -2024816.375000 Penalty: 2881.669189
	Iteration 19Q: 3 clusters Score -2024816 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -2025045.125000 Penalty: 2881.669189
	Iteration 20F: 3 clusters Score -2025045 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -2025342.500000 Penalty: 2881.669189
	Iteration 21Q: 3 clusters Score -2025342 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -2025716.250000 Penalty: 2881.669189
	Iteration 22Q: 3 clusters Score -2025716 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -2026116.375000 Penalty: 2881.669189
	Iteration 23Q: 3 clusters Score -2026116 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -2026493.750000 Penalty: 2881.669189
	Iteration 24Q: 3 clusters Score -2026494 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -2026787.875000 Penalty: 2881.669189
	Iteration 25Q: 3 clusters Score -2026788 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -2026984.125000 Penalty: 2881.669189
	Iteration 26Q: 3 clusters Score -2026984 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -2027145.875000 Penalty: 2881.669189
	Iteration 27Q: 3 clusters Score -2027146 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -2027236.250000 Penalty: 2881.669189
	Iteration 28Q: 3 clusters Score -2027236 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -2027293.875000 Penalty: 2881.669189
	Iteration 29Q: 3 clusters Score -2027294 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -2027340.625000 Penalty: 2881.669189
	Iteration 30Q: 3 clusters Score -2027341 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -2027372.875000 Penalty: 2881.669189
	Iteration 31Q: 3 clusters Score -2027373 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -2027390.125000 Penalty: 2881.669189
	Iteration 32Q: 3 clusters Score -2027390 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -2027410.875000 Penalty: 2881.669189
	Iteration 33Q: 3 clusters Score -2027411 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -2027422.125000 Penalty: 2881.669189
	Iteration 34Q: 3 clusters Score -2027422 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -2027428.000000 Penalty: 2881.669189
	Iteration 35Q: 3 clusters Score -2027428 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -2027439.000000 Penalty: 2881.669189
	Iteration 36Q: 3 clusters Score -2027439 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -2027443.625000 Penalty: 2881.669189
	Iteration 37Q: 3 clusters Score -2027444 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -2027448.250000 Penalty: 2881.669189
	Iteration 38Q: 3 clusters Score -2027448 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -2027455.125000 Penalty: 2881.669189
	Iteration 39Q: 3 clusters Score -2027455 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -2027449.750000 Penalty: 2881.669189
	Iteration 40F: 3 clusters Score -2027450 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -2027455.375000 Penalty: 2881.669189
	Iteration 41Q: 3 clusters Score -2027455 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -2027457.125000 Penalty: 2881.669189
	Iteration 42Q: 3 clusters Score -2027457 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -2027459.875000 Penalty: 2881.669189
	Iteration 43Q: 3 clusters Score -2027460 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -2027463.375000 Penalty: 2881.669189
	Iteration 44Q: 3 clusters Score -2027463 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -2027467.875000 Penalty: 2881.669189
	Iteration 45Q: 3 clusters Score -2027468 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -2027472.750000 Penalty: 2881.669189
	Iteration 46Q: 3 clusters Score -2027473 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -2027477.750000 Penalty: 2881.669189
	Iteration 47Q: 3 clusters Score -2027478 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 6144 members 
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	Iteration 48Q: 3 clusters Score -2027476 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2027480 nChanged 19
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Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 6126 members 
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	Iteration 50Q: 3 clusters Score -2027481 nChanged 17
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Mstep: Class 1 contains 9924 members 
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	Iteration 51Q: 3 clusters Score -2027485 nChanged 11
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	Iteration 52Q: 3 clusters Score -2027485 nChanged 10
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Mstep: Class 1 contains 9931 members 
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	Iteration 53Q: 3 clusters Score -2027484 nChanged 13
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Mstep: Class 1 contains 9934 members 
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	Iteration 54Q: 3 clusters Score -2027486 nChanged 19
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Mstep: Class 1 contains 9949 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2027488 nChanged 16
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Mstep: Class 1 contains 9957 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2027486 nChanged 10
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Mstep: Class 1 contains 9967 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2027487 nChanged 8
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Mstep: Class 1 contains 9973 members 
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	Iteration 58Q: 3 clusters Score -2027488 nChanged 14
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Mstep: Class 1 contains 9983 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2027489 nChanged 17
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Mstep: Class 1 contains 9996 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2027491 nChanged 13
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Mstep: Class 1 contains 10009 members 
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	Iteration 61Q: 3 clusters Score -2027491 nChanged 15
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Mstep: Class 1 contains 10020 members 
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	Iteration 62Q: 3 clusters Score -2027492 nChanged 8
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Mstep: Class 1 contains 10028 members 
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	Iteration 63Q: 3 clusters Score -2027489 nChanged 8
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Mstep: Class 1 contains 10032 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2027496 nChanged 6
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Mstep: Class 1 contains 10036 members 
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	Iteration 65Q: 3 clusters Score -2027492 nChanged 8
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Mstep: Class 1 contains 10044 members 
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	Iteration 66Q: 3 clusters Score -2027497 nChanged 7
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Mstep: Class 1 contains 10051 members 
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	Iteration 67Q: 3 clusters Score -2027502 nChanged 10
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	Iteration 68Q: 3 clusters Score -2027499 nChanged 17
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	Iteration 69Q: 3 clusters Score -2027502 nChanged 13
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	Iteration 70Q: 3 clusters Score -2027500 nChanged 15
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Mstep: Class 1 contains 10076 members 
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	Iteration 71Q: 3 clusters Score -2027502 nChanged 8
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Mstep: Class 1 contains 10078 members 
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	Iteration 72Q: 3 clusters Score -2027506 nChanged 9
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Mstep: Class 1 contains 10083 members 
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	Iteration 73Q: 3 clusters Score -2027507 nChanged 9
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2027503 nChanged 7
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	Iteration 75Q: 3 clusters Score -2027503 nChanged 11
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	Iteration 76Q: 3 clusters Score -2027504 nChanged 12
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Mstep: Class 2 contains 5937 members 
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	Iteration 77Q: 3 clusters Score -2027504 nChanged 13
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	Iteration 78Q: 3 clusters Score -2027508 nChanged 15
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	Iteration 79Q: 3 clusters Score -2027513 nChanged 14
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Mstep: Class 1 contains 10130 members 
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	Iteration 80F: 3 clusters Score -2027512 nChanged 19
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	Iteration 81Q: 3 clusters Score -2027513 nChanged 16
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	Iteration 82Q: 3 clusters Score -2027517 nChanged 13
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	Iteration 83Q: 3 clusters Score -2027515 nChanged 10
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	Iteration 84Q: 3 clusters Score -2027520 nChanged 4
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	Iteration 85Q: 3 clusters Score -2027516 nChanged 5
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	Iteration 86Q: 3 clusters Score -2027521 nChanged 8
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	Iteration 87Q: 3 clusters Score -2027521 nChanged 8
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Mstep: Class 1 contains 10203 members 
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	Iteration 88Q: 3 clusters Score -2027520 nChanged 8
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	Iteration 89Q: 3 clusters Score -2027524 nChanged 10
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Mstep: Class 1 contains 10213 members 
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	Iteration 90Q: 3 clusters Score -2027527 nChanged 10
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Mstep: Class 1 contains 10221 members 
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	Iteration 91Q: 3 clusters Score -2027524 nChanged 9
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Mstep: Class 1 contains 10226 members 
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	Iteration 92Q: 3 clusters Score -2027526 nChanged 14
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Mstep: Class 1 contains 10232 members 
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	Iteration 93Q: 3 clusters Score -2027525 nChanged 20
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	Iteration 94Q: 3 clusters Score -2027528 nChanged 12
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	Iteration 95Q: 3 clusters Score -2027530 nChanged 12
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	Iteration 96Q: 3 clusters Score -2027528 nChanged 16
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	Iteration 97Q: 3 clusters Score -2027534 nChanged 23
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	Iteration 98Q: 3 clusters Score -2027538 nChanged 22
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	Iteration 100F: 3 clusters Score -2027544 nChanged 15
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Mstep: Class 1 contains 10332 members 
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	Iteration 101Q: 3 clusters Score -2027548 nChanged 20
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	Iteration 103Q: 3 clusters Score -2027550 nChanged 11
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	Iteration 104Q: 3 clusters Score -2027550 nChanged 10
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Mstep: Class 1 contains 10379 members 
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	Iteration 105Q: 3 clusters Score -2027549 nChanged 14
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	Iteration 106Q: 3 clusters Score -2027550 nChanged 13
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	Iteration 107Q: 3 clusters Score -2027547 nChanged 9
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	Iteration 108Q: 3 clusters Score -2027551 nChanged 16
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	Iteration 109Q: 3 clusters Score -2027553 nChanged 24
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	Iteration 110Q: 3 clusters Score -2027556 nChanged 18
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	Iteration 111Q: 3 clusters Score -2027560 nChanged 14
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	Iteration 112Q: 3 clusters Score -2027563 nChanged 20
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	Iteration 113Q: 3 clusters Score -2027567 nChanged 17
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	Iteration 114Q: 3 clusters Score -2027564 nChanged 18
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	Iteration 115Q: 3 clusters Score -2027566 nChanged 24
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	Iteration 116Q: 3 clusters Score -2027577 nChanged 32
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	Iteration 117Q: 3 clusters Score -2027575 nChanged 36
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	Iteration 118Q: 3 clusters Score -2027581 nChanged 25
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	Iteration 119Q: 3 clusters Score -2027585 nChanged 30
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	Iteration 120F: 3 clusters Score -2027593 nChanged 21
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	Iteration 121Q: 3 clusters Score -2027596 nChanged 19
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	Iteration 122Q: 3 clusters Score -2027602 nChanged 13
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	Iteration 123Q: 3 clusters Score -2027604 nChanged 13
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	Iteration 124Q: 3 clusters Score -2027602 nChanged 13
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	Iteration 125Q: 3 clusters Score -2027602 nChanged 10
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	Iteration 126Q: 3 clusters Score -2027602 nChanged 5
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	Iteration 127Q: 3 clusters Score -2027602 nChanged 7
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	Iteration 128Q: 3 clusters Score -2027607 nChanged 11
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	Iteration 129Q: 3 clusters Score -2027609 nChanged 9
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	Iteration 130Q: 3 clusters Score -2027612 nChanged 9
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	Iteration 131Q: 3 clusters Score -2027613 nChanged 12
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	Iteration 132Q: 3 clusters Score -2027614 nChanged 22
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	Iteration 133Q: 3 clusters Score -2027614 nChanged 21
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	Iteration 134Q: 3 clusters Score -2027622 nChanged 20
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	Iteration 135Q: 3 clusters Score -2027625 nChanged 26
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	Iteration 136Q: 3 clusters Score -2027629 nChanged 30
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2027631 nChanged 27
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	Iteration 138Q: 3 clusters Score -2027633 nChanged 36
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2027636 nChanged 30
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	Iteration 140F: 3 clusters Score -2027636 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -2027645.000000 Penalty: 2881.669189
	Iteration 141Q: 3 clusters Score -2027645 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -2027648.875000 Penalty: 2881.669189
	Iteration 142Q: 3 clusters Score -2027649 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -2027655.000000 Penalty: 2881.669189
	Iteration 143Q: 3 clusters Score -2027655 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -2027657.125000 Penalty: 2881.669189
	Iteration 144Q: 3 clusters Score -2027657 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -2027662.750000 Penalty: 2881.669189
	Iteration 145Q: 3 clusters Score -2027663 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -2027671.000000 Penalty: 2881.669189
	Iteration 146Q: 3 clusters Score -2027671 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -2027675.375000 Penalty: 2881.669189
	Iteration 147Q: 3 clusters Score -2027675 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -2027687.375000 Penalty: 2881.669189
	Iteration 148Q: 3 clusters Score -2027687 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -2027690.375000 Penalty: 2881.669189
	Iteration 149Q: 3 clusters Score -2027690 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -2027692.500000 Penalty: 2881.669189
	Iteration 150Q: 3 clusters Score -2027692 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -2027703.375000 Penalty: 2881.669189
	Iteration 151Q: 3 clusters Score -2027703 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -2027715.875000 Penalty: 2881.669189
	Iteration 152Q: 3 clusters Score -2027716 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -2027728.125000 Penalty: 2881.669189
	Iteration 153Q: 3 clusters Score -2027728 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -2027735.500000 Penalty: 2881.669189
	Iteration 154Q: 3 clusters Score -2027736 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -2027749.875000 Penalty: 2881.669189
	Iteration 155Q: 3 clusters Score -2027750 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -2027762.625000 Penalty: 2881.669189
	Iteration 156Q: 3 clusters Score -2027763 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -2027778.875000 Penalty: 2881.669189
	Iteration 157Q: 3 clusters Score -2027779 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -2027803.125000 Penalty: 2881.669189
	Iteration 158Q: 3 clusters Score -2027803 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -2027827.250000 Penalty: 2881.669189
	Iteration 159Q: 3 clusters Score -2027827 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -2027854.500000 Penalty: 2881.669189
	Iteration 160F: 3 clusters Score -2027854 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -2027885.625000 Penalty: 2881.669189
	Iteration 161Q: 3 clusters Score -2027886 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -2027913.875000 Penalty: 2881.669189
	Iteration 162Q: 3 clusters Score -2027914 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -2027937.125000 Penalty: 2881.669189
	Iteration 163Q: 3 clusters Score -2027937 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -2027955.875000 Penalty: 2881.669189
	Iteration 164Q: 3 clusters Score -2027956 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -2027982.750000 Penalty: 2881.669189
	Iteration 165Q: 3 clusters Score -2027983 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -2028011.875000 Penalty: 2881.669189
	Iteration 166Q: 3 clusters Score -2028012 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -2028038.250000 Penalty: 2881.669189
	Iteration 167Q: 3 clusters Score -2028038 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -2028066.500000 Penalty: 2881.669189
	Iteration 168Q: 3 clusters Score -2028066 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -2028110.000000 Penalty: 2881.669189
	Iteration 169Q: 3 clusters Score -2028110 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -2028147.250000 Penalty: 2881.669189
	Iteration 170Q: 3 clusters Score -2028147 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -2028192.250000 Penalty: 2881.669189
	Iteration 171Q: 3 clusters Score -2028192 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -2028235.000000 Penalty: 2881.669189
	Iteration 172Q: 3 clusters Score -2028235 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -2028282.750000 Penalty: 2881.669189
	Iteration 173Q: 3 clusters Score -2028283 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -2028343.500000 Penalty: 2881.669189
	Iteration 174Q: 3 clusters Score -2028344 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -2028384.125000 Penalty: 2881.669189
	Iteration 175Q: 3 clusters Score -2028384 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -2028443.625000 Penalty: 2881.669189
	Iteration 176Q: 3 clusters Score -2028444 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -2028495.500000 Penalty: 2881.669189
	Iteration 177Q: 3 clusters Score -2028496 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -2028534.750000 Penalty: 2881.669189
	Iteration 178Q: 3 clusters Score -2028535 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -2028566.750000 Penalty: 2881.669189
	Iteration 179Q: 3 clusters Score -2028567 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -2028588.875000 Penalty: 2881.669189
	Iteration 180F: 3 clusters Score -2028589 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2028605.750000 Penalty: 2881.669189
	Iteration 181Q: 3 clusters Score -2028606 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -2028625.625000 Penalty: 2881.669189
	Iteration 182Q: 3 clusters Score -2028626 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -2028651.750000 Penalty: 2881.669189
	Iteration 183Q: 3 clusters Score -2028652 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -2028666.875000 Penalty: 2881.669189
	Iteration 184Q: 3 clusters Score -2028667 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2028682.375000 Penalty: 2881.669189
	Iteration 185Q: 3 clusters Score -2028682 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2028695.750000 Penalty: 2881.669189
	Iteration 186Q: 3 clusters Score -2028696 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2028710.500000 Penalty: 2881.669189
	Iteration 187Q: 3 clusters Score -2028710 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -2028724.125000 Penalty: 2881.669189
	Iteration 188Q: 3 clusters Score -2028724 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -2028729.375000 Penalty: 2881.669189
	Iteration 189Q: 3 clusters Score -2028729 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -2028750.375000 Penalty: 2881.669189
	Iteration 190Q: 3 clusters Score -2028750 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2028762.125000 Penalty: 2881.669189
	Iteration 191Q: 3 clusters Score -2028762 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -2028773.625000 Penalty: 2881.669189
	Iteration 192Q: 3 clusters Score -2028774 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2028779.875000 Penalty: 2881.669189
	Iteration 193Q: 3 clusters Score -2028780 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2028785.250000 Penalty: 2881.669189
	Iteration 194Q: 3 clusters Score -2028785 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -2028790.125000 Penalty: 2881.669189
	Iteration 195Q: 3 clusters Score -2028790 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2028796.500000 Penalty: 2881.669189
	Iteration 196Q: 3 clusters Score -2028796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2028797.125000 Penalty: 2881.669189
	Iteration 197Q: 3 clusters Score -2028797 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2028800.000000 Penalty: 2881.669189
	Iteration 198Q: 3 clusters Score -2028800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2028800.000000 Penalty: 2881.669189
	Iteration 199Q: 3 clusters Score -2028800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2028801.125000 Penalty: 2881.669189
	Iteration 200F: 3 clusters Score -2028801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2028803.875000 Penalty: 2881.669189
	Iteration 201Q: 3 clusters Score -2028804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2028807.500000 Penalty: 2881.669189
	Iteration 202Q: 3 clusters Score -2028808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -2028805.750000 Penalty: 2881.669189
	Iteration 203Q: 3 clusters Score -2028806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2028804.000000 Penalty: 2881.669189
	Iteration 204Q: 3 clusters Score -2028804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2028804.625000 Penalty: 2881.669189
	Iteration 205Q: 3 clusters Score -2028805 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2028804.625000 Penalty: 2881.669189
	Iteration 206F: 3 clusters Score -2028805 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Entering Unmasked Estep 
Score: -140661.656250 Penalty: 1053.382690
	Iteration 0F: 2 clusters Score -140661.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -139262.921875 Penalty: 2106.765381
	Iteration 0F: 3 clusters Score -139262.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -139555.343750 Penalty: 2106.765381
	Iteration 1F: 3 clusters Score -139555.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -139633.234375 Penalty: 2106.765381
	Iteration 2F: 3 clusters Score -139633.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -139676.500000 Penalty: 2106.765381
	Iteration 3Q: 3 clusters Score -139676.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -139709.500000 Penalty: 2106.765381
	Iteration 4Q: 3 clusters Score -139709.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -139725.125000 Penalty: 2106.765381
	Iteration 5Q: 3 clusters Score -139725.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -139736.218750 Penalty: 2106.765381
	Iteration 6Q: 3 clusters Score -139736.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -139747.843750 Penalty: 2106.765381
	Iteration 7Q: 3 clusters Score -139747.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -139759.703125 Penalty: 2106.765381
	Iteration 8Q: 3 clusters Score -139759.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -139766.125000 Penalty: 2106.765381
	Iteration 9Q: 3 clusters Score -139766.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -139770.781250 Penalty: 2106.765381
	Iteration 10Q: 3 clusters Score -139770.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -139775.250000 Penalty: 2106.765381
	Iteration 11Q: 3 clusters Score -139775.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -139777.390625 Penalty: 2106.765381
	Iteration 12Q: 3 clusters Score -139777.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -139781.421875 Penalty: 2106.765381
	Iteration 13Q: 3 clusters Score -139781.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -139784.890625 Penalty: 2106.765381
	Iteration 14Q: 3 clusters Score -139784.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -139786.281250 Penalty: 2106.765381
	Iteration 15Q: 3 clusters Score -139786.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -139786.281250 Penalty: 2106.765381
	Iteration 16F: 3 clusters Score -139786.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -127422.687500 Penalty: 1044.870117
	Iteration 0F: 2 clusters Score -127422.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -126089.609375 Penalty: 2089.740234
	Iteration 0F: 3 clusters Score -126089.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -126400.023438 Penalty: 2089.740234
	Iteration 1F: 3 clusters Score -126400 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -126492.507812 Penalty: 2089.740234
	Iteration 2F: 3 clusters Score -126492.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -126534.828125 Penalty: 2089.740234
	Iteration 3Q: 3 clusters Score -126534.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -126558.554688 Penalty: 2089.740234
	Iteration 4Q: 3 clusters Score -126558.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -126579.937500 Penalty: 2089.740234
	Iteration 5Q: 3 clusters Score -126579.9 nChanged 12
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: -126593.093750 Penalty: 2089.740234
	Iteration 6Q: 3 clusters Score -126593.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -126599.921875 Penalty: 2089.740234
	Iteration 7Q: 3 clusters Score -126599.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -126603.882812 Penalty: 2089.740234
	Iteration 8Q: 3 clusters Score -126603.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -126608.117188 Penalty: 2089.740234
	Iteration 9Q: 3 clusters Score -126608.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -126613.093750 Penalty: 2089.740234
	Iteration 10Q: 3 clusters Score -126613.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -126617.609375 Penalty: 2089.740234
	Iteration 11Q: 3 clusters Score -126617.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -126623.445312 Penalty: 2089.740234
	Iteration 12Q: 3 clusters Score -126623.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -126628.281250 Penalty: 2089.740234
	Iteration 13Q: 3 clusters Score -126628.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -126631.609375 Penalty: 2089.740234
	Iteration 14Q: 3 clusters Score -126631.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -126632.132812 Penalty: 2089.740234
	Iteration 15Q: 3 clusters Score -126632.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -126632.132812 Penalty: 2089.740234
	Iteration 16F: 3 clusters Score -126632.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Entering Unmasked Estep 
Score: -47275.578125 Penalty: 931.710022
	Iteration 0F: 2 clusters Score -47275.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -46384.132812 Penalty: 1863.420044
	Iteration 0F: 3 clusters Score -46384.13 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -46589.914062 Penalty: 1863.420044
	Iteration 1F: 3 clusters Score -46589.91 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -46725.945312 Penalty: 1863.420044
	Iteration 2F: 3 clusters Score -46725.95 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -46841.203125 Penalty: 1863.420044
	Iteration 3F: 3 clusters Score -46841.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -46975.457031 Penalty: 1863.420044
	Iteration 4Q: 3 clusters Score -46975.46 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -47079.757812 Penalty: 1863.420044
	Iteration 5Q: 3 clusters Score -47079.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -47147.972656 Penalty: 1863.420044
	Iteration 6Q: 3 clusters Score -47147.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -47180.281250 Penalty: 1863.420044
	Iteration 7Q: 3 clusters Score -47180.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -47194.472656 Penalty: 1863.420044
	Iteration 8Q: 3 clusters Score -47194.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -47201.757812 Penalty: 1863.420044
	Iteration 9Q: 3 clusters Score -47201.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -47209.394531 Penalty: 1863.420044
	Iteration 10Q: 3 clusters Score -47209.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -47217.007812 Penalty: 1863.420044
	Iteration 11Q: 3 clusters Score -47217.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -47221.386719 Penalty: 1863.420044
	Iteration 12Q: 3 clusters Score -47221.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -47225.398438 Penalty: 1863.420044
	Iteration 13Q: 3 clusters Score -47225.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -47230.390625 Penalty: 1863.420044
	Iteration 14Q: 3 clusters Score -47230.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -47232.351562 Penalty: 1863.420044
	Iteration 15Q: 3 clusters Score -47232.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -47236.554688 Penalty: 1863.420044
	Iteration 16Q: 3 clusters Score -47236.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -47243.035156 Penalty: 1863.420044
	Iteration 17Q: 3 clusters Score -47243.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -47246.187500 Penalty: 1863.420044
	Iteration 18Q: 3 clusters Score -47246.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -47249.941406 Penalty: 1863.420044
	Iteration 19Q: 3 clusters Score -47249.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -47249.941406 Penalty: 1863.420044
	Iteration 20F: 3 clusters Score -47249.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (62451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62451 members 
Entering Unmasked Estep 
Score: -7967116.000000 Penalty: 1643.070068
	Iteration 0F: 2 clusters Score -7967116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31260 members 
Mstep: Class 2 contains 31191 members 
Entering Unmasked Estep 
Score: -7928382.000000 Penalty: 3286.140137
	Iteration 0F: 3 clusters Score -7928382 nChanged 28940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31654 members 
Mstep: Class 2 contains 30797 members 
Entering Unmasked Estep 
Score: -7944476.000000 Penalty: 3286.140137
	Iteration 1F: 3 clusters Score -7944476 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31879 members 
Mstep: Class 2 contains 30572 members 
Entering Unmasked Estep 
Score: -7945109.000000 Penalty: 3286.140137
	Iteration 2Q: 3 clusters Score -7945109 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32171 members 
Mstep: Class 2 contains 30280 members 
Entering Unmasked Estep 
Score: -7945737.500000 Penalty: 3286.140137
	Iteration 3Q: 3 clusters Score -7945738 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32548 members 
Mstep: Class 2 contains 29903 members 
Entering Unmasked Estep 
Score: -7946419.500000 Penalty: 3286.140137
	Iteration 4Q: 3 clusters Score -7946420 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33070 members 
Mstep: Class 2 contains 29381 members 
Entering Unmasked Estep 
Score: -7947296.500000 Penalty: 3286.140137
	Iteration 5Q: 3 clusters Score -7947296 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33798 members 
Mstep: Class 2 contains 28653 members 
Entering Unmasked Estep 
Score: -7948212.000000 Penalty: 3286.140137
	Iteration 6Q: 3 clusters Score -7948212 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34759 members 
Mstep: Class 2 contains 27692 members 
Entering Unmasked Estep 
Score: -7949354.500000 Penalty: 3286.140137
	Iteration 7Q: 3 clusters Score -7949354 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36058 members 
Mstep: Class 2 contains 26393 members 
Entering Unmasked Estep 
Score: -7950664.500000 Penalty: 3286.140137
	Iteration 8Q: 3 clusters Score -7950664 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37777 members 
Mstep: Class 2 contains 24674 members 
Entering Unmasked Estep 
Score: -7952270.500000 Penalty: 3286.140137
	Iteration 9Q: 3 clusters Score -7952270 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40037 members 
Mstep: Class 2 contains 22414 members 
Entering Unmasked Estep 
Score: -7954100.500000 Penalty: 3286.140137
	Iteration 10F: 3 clusters Score -7954100 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42752 members 
Mstep: Class 2 contains 19699 members 
Entering Unmasked Estep 
Score: -7956096.000000 Penalty: 3286.140137
	Iteration 11F: 3 clusters Score -7956096 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45647 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -7958272.000000 Penalty: 3286.140137
	Iteration 12F: 3 clusters Score -7958272 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48339 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -7960290.000000 Penalty: 3286.140137
	Iteration 13Q: 3 clusters Score -7960290 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50481 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -7961937.000000 Penalty: 3286.140137
	Iteration 14Q: 3 clusters Score -7961937 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51977 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -7963371.500000 Penalty: 3286.140137
	Iteration 15Q: 3 clusters Score -7963372 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52953 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -7964294.000000 Penalty: 3286.140137
	Iteration 16Q: 3 clusters Score -7964294 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53570 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -7964944.500000 Penalty: 3286.140137
	Iteration 17Q: 3 clusters Score -7964944 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53946 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -7965314.000000 Penalty: 3286.140137
	Iteration 18Q: 3 clusters Score -7965314 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54226 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -7965509.000000 Penalty: 3286.140137
	Iteration 19Q: 3 clusters Score -7965509 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54449 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -7965627.000000 Penalty: 3286.140137
	Iteration 20F: 3 clusters Score -7965627 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54628 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -7965678.500000 Penalty: 3286.140137
	Iteration 21Q: 3 clusters Score -7965678 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54768 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -7965711.500000 Penalty: 3286.140137
	Iteration 22Q: 3 clusters Score -7965712 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54917 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -7965762.000000 Penalty: 3286.140137
	Iteration 23Q: 3 clusters Score -7965762 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55056 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -7965775.000000 Penalty: 3286.140137
	Iteration 24Q: 3 clusters Score -7965775 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55188 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -7965831.500000 Penalty: 3286.140137
	Iteration 25Q: 3 clusters Score -7965832 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55281 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -7965839.000000 Penalty: 3286.140137
	Iteration 26Q: 3 clusters Score -7965839 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55369 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -7965839.000000 Penalty: 3286.140137
	Iteration 27Q: 3 clusters Score -7965839 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55445 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -7965855.000000 Penalty: 3286.140137
	Iteration 28Q: 3 clusters Score -7965855 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55526 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -7965861.500000 Penalty: 3286.140137
	Iteration 29Q: 3 clusters Score -7965862 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55594 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -7965867.000000 Penalty: 3286.140137
	Iteration 30Q: 3 clusters Score -7965867 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55661 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -7965872.000000 Penalty: 3286.140137
	Iteration 31Q: 3 clusters Score -7965872 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55726 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -7965880.500000 Penalty: 3286.140137
	Iteration 32Q: 3 clusters Score -7965880 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55788 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -7965854.000000 Penalty: 3286.140137
	Iteration 33Q: 3 clusters Score -7965854 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55848 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -7965875.000000 Penalty: 3286.140137
	Iteration 34Q: 3 clusters Score -7965875 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55913 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -7965885.000000 Penalty: 3286.140137
	Iteration 35Q: 3 clusters Score -7965885 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55970 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -7965893.000000 Penalty: 3286.140137
	Iteration 36Q: 3 clusters Score -7965893 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56017 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -7965889.500000 Penalty: 3286.140137
	Iteration 37Q: 3 clusters Score -7965890 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56076 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -7965894.000000 Penalty: 3286.140137
	Iteration 38Q: 3 clusters Score -7965894 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56135 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -7965884.000000 Penalty: 3286.140137
	Iteration 39Q: 3 clusters Score -7965884 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56179 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -7965886.500000 Penalty: 3286.140137
	Iteration 40F: 3 clusters Score -7965886 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56227 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -7965882.000000 Penalty: 3286.140137
	Iteration 41Q: 3 clusters Score -7965882 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56267 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -7965881.000000 Penalty: 3286.140137
	Iteration 42Q: 3 clusters Score -7965881 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56301 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -7965884.000000 Penalty: 3286.140137
	Iteration 43Q: 3 clusters Score -7965884 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56333 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -7965881.500000 Penalty: 3286.140137
	Iteration 44Q: 3 clusters Score -7965882 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56362 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -7965891.500000 Penalty: 3286.140137
	Iteration 45Q: 3 clusters Score -7965892 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56396 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -7965891.000000 Penalty: 3286.140137
	Iteration 46Q: 3 clusters Score -7965891 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56424 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -7965883.500000 Penalty: 3286.140137
	Iteration 47Q: 3 clusters Score -7965884 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56446 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -7965888.500000 Penalty: 3286.140137
	Iteration 48Q: 3 clusters Score -7965888 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56469 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -7965892.000000 Penalty: 3286.140137
	Iteration 49Q: 3 clusters Score -7965892 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56497 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -7965887.500000 Penalty: 3286.140137
	Iteration 50Q: 3 clusters Score -7965888 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56529 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -7965892.500000 Penalty: 3286.140137
	Iteration 51Q: 3 clusters Score -7965892 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56557 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -7965902.000000 Penalty: 3286.140137
	Iteration 52Q: 3 clusters Score -7965902 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56587 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -7965904.500000 Penalty: 3286.140137
	Iteration 53Q: 3 clusters Score -7965904 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56614 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -7965893.500000 Penalty: 3286.140137
	Iteration 54Q: 3 clusters Score -7965894 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56640 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -7965908.000000 Penalty: 3286.140137
	Iteration 55Q: 3 clusters Score -7965908 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56665 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -7965921.000000 Penalty: 3286.140137
	Iteration 56Q: 3 clusters Score -7965921 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56695 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -7965922.500000 Penalty: 3286.140137
	Iteration 57Q: 3 clusters Score -7965922 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56722 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -7965919.000000 Penalty: 3286.140137
	Iteration 58Q: 3 clusters Score -7965919 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56761 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -7965908.000000 Penalty: 3286.140137
	Iteration 59Q: 3 clusters Score -7965908 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56793 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -7965923.500000 Penalty: 3286.140137
	Iteration 60F: 3 clusters Score -7965924 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56822 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -7965915.000000 Penalty: 3286.140137
	Iteration 61Q: 3 clusters Score -7965915 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56853 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -7965933.000000 Penalty: 3286.140137
	Iteration 62Q: 3 clusters Score -7965933 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56882 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -7965930.500000 Penalty: 3286.140137
	Iteration 63Q: 3 clusters Score -7965930 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56918 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -7965930.500000 Penalty: 3286.140137
	Iteration 64Q: 3 clusters Score -7965930 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56947 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -7965924.000000 Penalty: 3286.140137
	Iteration 65Q: 3 clusters Score -7965924 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56976 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -7965919.500000 Penalty: 3286.140137
	Iteration 66Q: 3 clusters Score -7965920 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57007 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -7965923.000000 Penalty: 3286.140137
	Iteration 67Q: 3 clusters Score -7965923 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57036 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -7965932.000000 Penalty: 3286.140137
	Iteration 68Q: 3 clusters Score -7965932 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57069 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -7965926.500000 Penalty: 3286.140137
	Iteration 69Q: 3 clusters Score -7965926 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57092 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -7965943.000000 Penalty: 3286.140137
	Iteration 70Q: 3 clusters Score -7965943 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57119 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -7965944.500000 Penalty: 3286.140137
	Iteration 71Q: 3 clusters Score -7965944 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57154 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -7965953.000000 Penalty: 3286.140137
	Iteration 72Q: 3 clusters Score -7965953 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57190 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -7965940.500000 Penalty: 3286.140137
	Iteration 73Q: 3 clusters Score -7965940 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57231 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -7965938.000000 Penalty: 3286.140137
	Iteration 74Q: 3 clusters Score -7965938 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57273 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -7965938.500000 Penalty: 3286.140137
	Iteration 75Q: 3 clusters Score -7965938 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57312 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -7965939.000000 Penalty: 3286.140137
	Iteration 76Q: 3 clusters Score -7965939 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57356 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -7965949.000000 Penalty: 3286.140137
	Iteration 77Q: 3 clusters Score -7965949 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57405 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -7965942.000000 Penalty: 3286.140137
	Iteration 78Q: 3 clusters Score -7965942 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57455 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -7965950.000000 Penalty: 3286.140137
	Iteration 79Q: 3 clusters Score -7965950 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57499 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -7965936.500000 Penalty: 3286.140137
	Iteration 80F: 3 clusters Score -7965936 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57546 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -7965948.000000 Penalty: 3286.140137
	Iteration 81Q: 3 clusters Score -7965948 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57601 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -7965951.000000 Penalty: 3286.140137
	Iteration 82Q: 3 clusters Score -7965951 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57657 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -7965979.500000 Penalty: 3286.140137
	Iteration 83Q: 3 clusters Score -7965980 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57712 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -7965980.000000 Penalty: 3286.140137
	Iteration 84Q: 3 clusters Score -7965980 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57780 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -7966005.500000 Penalty: 3286.140137
	Iteration 85Q: 3 clusters Score -7966006 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57831 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -7965989.000000 Penalty: 3286.140137
	Iteration 86Q: 3 clusters Score -7965989 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57885 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -7965999.000000 Penalty: 3286.140137
	Iteration 87Q: 3 clusters Score -7965999 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57927 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -7966007.500000 Penalty: 3286.140137
	Iteration 88Q: 3 clusters Score -7966008 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57966 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -7966013.500000 Penalty: 3286.140137
	Iteration 89Q: 3 clusters Score -7966014 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58007 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -7966005.000000 Penalty: 3286.140137
	Iteration 90Q: 3 clusters Score -7966005 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58040 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -7966020.500000 Penalty: 3286.140137
	Iteration 91Q: 3 clusters Score -7966020 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58068 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -7966034.500000 Penalty: 3286.140137
	Iteration 92Q: 3 clusters Score -7966034 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58093 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -7966018.000000 Penalty: 3286.140137
	Iteration 93Q: 3 clusters Score -7966018 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58118 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -7966034.000000 Penalty: 3286.140137
	Iteration 94Q: 3 clusters Score -7966034 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58143 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -7966039.500000 Penalty: 3286.140137
	Iteration 95Q: 3 clusters Score -7966040 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58169 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -7966043.500000 Penalty: 3286.140137
	Iteration 96Q: 3 clusters Score -7966044 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58186 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -7966043.500000 Penalty: 3286.140137
	Iteration 97Q: 3 clusters Score -7966044 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58201 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -7966045.500000 Penalty: 3286.140137
	Iteration 98Q: 3 clusters Score -7966046 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58220 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -7966041.500000 Penalty: 3286.140137
	Iteration 99Q: 3 clusters Score -7966042 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58241 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -7966041.000000 Penalty: 3286.140137
	Iteration 100F: 3 clusters Score -7966041 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58268 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -7966043.500000 Penalty: 3286.140137
	Iteration 101Q: 3 clusters Score -7966044 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58288 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -7966050.500000 Penalty: 3286.140137
	Iteration 102Q: 3 clusters Score -7966050 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58307 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -7966061.500000 Penalty: 3286.140137
	Iteration 103Q: 3 clusters Score -7966062 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58328 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -7966053.000000 Penalty: 3286.140137
	Iteration 104Q: 3 clusters Score -7966053 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58348 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -7966072.000000 Penalty: 3286.140137
	Iteration 105Q: 3 clusters Score -7966072 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58377 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -7966068.500000 Penalty: 3286.140137
	Iteration 106Q: 3 clusters Score -7966068 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58413 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -7966068.000000 Penalty: 3286.140137
	Iteration 107Q: 3 clusters Score -7966068 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58454 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -7966066.000000 Penalty: 3286.140137
	Iteration 108Q: 3 clusters Score -7966066 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58495 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -7966076.000000 Penalty: 3286.140137
	Iteration 109Q: 3 clusters Score -7966076 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58534 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -7966083.500000 Penalty: 3286.140137
	Iteration 110Q: 3 clusters Score -7966084 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58572 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -7966096.500000 Penalty: 3286.140137
	Iteration 111Q: 3 clusters Score -7966096 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58605 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -7966091.000000 Penalty: 3286.140137
	Iteration 112Q: 3 clusters Score -7966091 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58640 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -7966090.000000 Penalty: 3286.140137
	Iteration 113Q: 3 clusters Score -7966090 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58684 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -7966086.000000 Penalty: 3286.140137
	Iteration 114Q: 3 clusters Score -7966086 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58723 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -7966088.000000 Penalty: 3286.140137
	Iteration 115Q: 3 clusters Score -7966088 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58748 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -7966100.500000 Penalty: 3286.140137
	Iteration 116Q: 3 clusters Score -7966100 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58766 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -7966109.500000 Penalty: 3286.140137
	Iteration 117Q: 3 clusters Score -7966110 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58792 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -7966101.500000 Penalty: 3286.140137
	Iteration 118Q: 3 clusters Score -7966102 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58814 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -7966102.000000 Penalty: 3286.140137
	Iteration 119Q: 3 clusters Score -7966102 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58835 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -7966094.500000 Penalty: 3286.140137
	Iteration 120F: 3 clusters Score -7966094 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58849 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -7966099.000000 Penalty: 3286.140137
	Iteration 121Q: 3 clusters Score -7966099 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58863 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -7966105.500000 Penalty: 3286.140137
	Iteration 122Q: 3 clusters Score -7966106 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58878 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -7966113.000000 Penalty: 3286.140137
	Iteration 123Q: 3 clusters Score -7966113 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58897 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -7966107.500000 Penalty: 3286.140137
	Iteration 124Q: 3 clusters Score -7966108 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58916 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -7966115.000000 Penalty: 3286.140137
	Iteration 125Q: 3 clusters Score -7966115 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58928 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -7966107.500000 Penalty: 3286.140137
	Iteration 126Q: 3 clusters Score -7966108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58938 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -7966111.000000 Penalty: 3286.140137
	Iteration 127Q: 3 clusters Score -7966111 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58949 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -7966118.500000 Penalty: 3286.140137
	Iteration 128Q: 3 clusters Score -7966118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58960 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -7966114.000000 Penalty: 3286.140137
	Iteration 129Q: 3 clusters Score -7966114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58971 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -7966111.500000 Penalty: 3286.140137
	Iteration 130Q: 3 clusters Score -7966112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58982 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -7966102.500000 Penalty: 3286.140137
	Iteration 131Q: 3 clusters Score -7966102 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58995 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -7966106.500000 Penalty: 3286.140137
	Iteration 132Q: 3 clusters Score -7966106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59005 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -7966110.000000 Penalty: 3286.140137
	Iteration 133Q: 3 clusters Score -7966110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59014 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -7966109.500000 Penalty: 3286.140137
	Iteration 134Q: 3 clusters Score -7966110 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59029 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -7966105.500000 Penalty: 3286.140137
	Iteration 135Q: 3 clusters Score -7966106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59043 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -7966103.500000 Penalty: 3286.140137
	Iteration 136Q: 3 clusters Score -7966104 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59058 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -7966118.500000 Penalty: 3286.140137
	Iteration 137Q: 3 clusters Score -7966118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59069 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -7966118.000000 Penalty: 3286.140137
	Iteration 138Q: 3 clusters Score -7966118 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59084 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -7966121.500000 Penalty: 3286.140137
	Iteration 139Q: 3 clusters Score -7966122 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59097 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -7966126.000000 Penalty: 3286.140137
	Iteration 140F: 3 clusters Score -7966126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59108 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -7966131.500000 Penalty: 3286.140137
	Iteration 141Q: 3 clusters Score -7966132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59116 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -7966121.500000 Penalty: 3286.140137
	Iteration 142Q: 3 clusters Score -7966122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59124 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -7966118.500000 Penalty: 3286.140137
	Iteration 143Q: 3 clusters Score -7966118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59134 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -7966127.500000 Penalty: 3286.140137
	Iteration 144Q: 3 clusters Score -7966128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59140 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -7966123.500000 Penalty: 3286.140137
	Iteration 145Q: 3 clusters Score -7966124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59140 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -7966123.500000 Penalty: 3286.140137
	Iteration 146F: 3 clusters Score -7966124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Entering Unmasked Estep 
Score: -32535.533203 Penalty: 897.366028
	Iteration 0F: 2 clusters Score -32535.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -31828.205078 Penalty: 1794.732056
	Iteration 0F: 3 clusters Score -31828.21 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -32208.826172 Penalty: 1794.732056
	Iteration 1F: 3 clusters Score -32208.83 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -32411.205078 Penalty: 1794.732056
	Iteration 2F: 3 clusters Score -32411.21 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -32496.925781 Penalty: 1794.732056
	Iteration 3Q: 3 clusters Score -32496.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -32543.916016 Penalty: 1794.732056
	Iteration 4Q: 3 clusters Score -32543.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -32560.382812 Penalty: 1794.732056
	Iteration 5Q: 3 clusters Score -32560.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -32560.382812 Penalty: 1794.732056
	Iteration 6F: 3 clusters Score -32560.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 11977 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40156 members 
Mstep: Class 5 contains 10100 members 
Mstep: Class 6 contains 38316 members 
Mstep: Class 7 contains 31598 members 
Mstep: Class 8 contains 4133 members 
Mstep: Class 9 contains 6917 members 
Mstep: Class 10 contains 8640 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 21779 members 
Mstep: Class 13 contains 15070 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 51380 members 
Mstep: Class 18 contains 36467 members 
Mstep: Class 19 contains 21961 members 
Mstep: Class 20 contains 7189 members 
Mstep: Class 21 contains 19726 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35690 members 
Mstep: Class 25 contains 13860 members 
Mstep: Class 26 contains 5723 members 
Mstep: Class 27 contains 52307 members 
Mstep: Class 28 contains 11143 members 
Mstep: Class 29 contains 67263 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16043 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 524 members 
Mstep: Class 36 contains 62451 members 
Mstep: Class 37 contains 247 members 
Mstep: Class 38 contains 9143 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20713 members 
Mstep: Class 42 contains 8785 members 
Mstep: Class 43 contains 169 members 
Entering Unmasked Estep 
Score: -80995072.000000 Penalty: 85805.187500
Splitting cluster 37 changes total score from -80996104.000000 to -80995072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (9143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Entering Unmasked Estep 
Score: -1160360.750000 Penalty: 1357.166748
	Iteration 0F: 2 clusters Score -1160361 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1154153.750000 Penalty: 2714.333496
	Iteration 0F: 3 clusters Score -1154154 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1156132.875000 Penalty: 2714.333496
	Iteration 1F: 3 clusters Score -1156133 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1156426.125000 Penalty: 2714.333496
	Iteration 2F: 3 clusters Score -1156426 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1156633.625000 Penalty: 2714.333496
	Iteration 3F: 3 clusters Score -1156634 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1156778.125000 Penalty: 2714.333496
	Iteration 4Q: 3 clusters Score -1156778 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1156897.125000 Penalty: 2714.333496
	Iteration 5Q: 3 clusters Score -1156897 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1157000.500000 Penalty: 2714.333496
	Iteration 6Q: 3 clusters Score -1157000 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1157085.125000 Penalty: 2714.333496
	Iteration 7Q: 3 clusters Score -1157085 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1157165.000000 Penalty: 2714.333496
	Iteration 8Q: 3 clusters Score -1157165 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1157234.125000 Penalty: 2714.333496
	Iteration 9Q: 3 clusters Score -1157234 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1157311.125000 Penalty: 2714.333496
	Iteration 10Q: 3 clusters Score -1157311 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1157401.750000 Penalty: 2714.333496
	Iteration 11Q: 3 clusters Score -1157402 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1157490.000000 Penalty: 2714.333496
	Iteration 12Q: 3 clusters Score -1157490 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1157590.875000 Penalty: 2714.333496
	Iteration 13Q: 3 clusters Score -1157591 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1157706.500000 Penalty: 2714.333496
	Iteration 14Q: 3 clusters Score -1157706 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1157824.500000 Penalty: 2714.333496
	Iteration 15Q: 3 clusters Score -1157824 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1157955.000000 Penalty: 2714.333496
	Iteration 16Q: 3 clusters Score -1157955 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1158073.875000 Penalty: 2714.333496
	Iteration 17Q: 3 clusters Score -1158074 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1158185.875000 Penalty: 2714.333496
	Iteration 18Q: 3 clusters Score -1158186 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1158310.250000 Penalty: 2714.333496
	Iteration 19Q: 3 clusters Score -1158310 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1158429.625000 Penalty: 2714.333496
	Iteration 20F: 3 clusters Score -1158430 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1158521.250000 Penalty: 2714.333496
	Iteration 21Q: 3 clusters Score -1158521 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1158590.875000 Penalty: 2714.333496
	Iteration 22Q: 3 clusters Score -1158591 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1158665.125000 Penalty: 2714.333496
	Iteration 23Q: 3 clusters Score -1158665 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1158739.750000 Penalty: 2714.333496
	Iteration 24Q: 3 clusters Score -1158740 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1158809.500000 Penalty: 2714.333496
	Iteration 25Q: 3 clusters Score -1158810 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1158856.875000 Penalty: 2714.333496
	Iteration 26Q: 3 clusters Score -1158857 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1158898.875000 Penalty: 2714.333496
	Iteration 27Q: 3 clusters Score -1158899 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1158919.875000 Penalty: 2714.333496
	Iteration 28Q: 3 clusters Score -1158920 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1158948.375000 Penalty: 2714.333496
	Iteration 29Q: 3 clusters Score -1158948 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1158969.500000 Penalty: 2714.333496
	Iteration 30Q: 3 clusters Score -1158970 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1158984.500000 Penalty: 2714.333496
	Iteration 31Q: 3 clusters Score -1158984 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1158992.875000 Penalty: 2714.333496
	Iteration 32Q: 3 clusters Score -1158993 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1158997.000000 Penalty: 2714.333496
	Iteration 33Q: 3 clusters Score -1158997 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1159005.125000 Penalty: 2714.333496
	Iteration 34Q: 3 clusters Score -1159005 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1159014.250000 Penalty: 2714.333496
	Iteration 35Q: 3 clusters Score -1159014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1159021.250000 Penalty: 2714.333496
	Iteration 36Q: 3 clusters Score -1159021 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1159026.250000 Penalty: 2714.333496
	Iteration 37Q: 3 clusters Score -1159026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1159033.250000 Penalty: 2714.333496
	Iteration 38Q: 3 clusters Score -1159033 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1159041.750000 Penalty: 2714.333496
	Iteration 39Q: 3 clusters Score -1159042 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1159047.625000 Penalty: 2714.333496
	Iteration 40F: 3 clusters Score -1159048 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1159055.125000 Penalty: 2714.333496
	Iteration 41Q: 3 clusters Score -1159055 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1159065.500000 Penalty: 2714.333496
	Iteration 42Q: 3 clusters Score -1159066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1159065.625000 Penalty: 2714.333496
	Iteration 43Q: 3 clusters Score -1159066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1159072.750000 Penalty: 2714.333496
	Iteration 44Q: 3 clusters Score -1159073 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1159074.500000 Penalty: 2714.333496
	Iteration 45Q: 3 clusters Score -1159074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1159078.500000 Penalty: 2714.333496
	Iteration 46Q: 3 clusters Score -1159078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1159083.500000 Penalty: 2714.333496
	Iteration 47Q: 3 clusters Score -1159084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1159085.750000 Penalty: 2714.333496
	Iteration 48Q: 3 clusters Score -1159086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1159088.500000 Penalty: 2714.333496
	Iteration 49Q: 3 clusters Score -1159088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1159093.125000 Penalty: 2714.333496
	Iteration 50Q: 3 clusters Score -1159093 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1159101.000000 Penalty: 2714.333496
	Iteration 51Q: 3 clusters Score -1159101 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1159104.000000 Penalty: 2714.333496
	Iteration 52Q: 3 clusters Score -1159104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1159111.125000 Penalty: 2714.333496
	Iteration 53Q: 3 clusters Score -1159111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1159115.125000 Penalty: 2714.333496
	Iteration 54Q: 3 clusters Score -1159115 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1159118.625000 Penalty: 2714.333496
	Iteration 55Q: 3 clusters Score -1159119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1159121.750000 Penalty: 2714.333496
	Iteration 56Q: 3 clusters Score -1159122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1159122.125000 Penalty: 2714.333496
	Iteration 57Q: 3 clusters Score -1159122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1159124.500000 Penalty: 2714.333496
	Iteration 58Q: 3 clusters Score -1159124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1159128.625000 Penalty: 2714.333496
	Iteration 59Q: 3 clusters Score -1159129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1159129.625000 Penalty: 2714.333496
	Iteration 60F: 3 clusters Score -1159130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1159130.000000 Penalty: 2714.333496
	Iteration 61Q: 3 clusters Score -1159130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1159130.000000 Penalty: 2714.333496
	Iteration 62F: 3 clusters Score -1159130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Entering Unmasked Estep 
Score: -26578.460938 Penalty: 847.227356
	Iteration 0F: 2 clusters Score -26578.46 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 142 members 
Entering Unmasked Estep 
Score: -25895.332031 Penalty: 1694.454712
	Iteration 0F: 3 clusters Score -25895.33 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -25977.345703 Penalty: 1694.454712
	Iteration 1F: 3 clusters Score -25977.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -26011.136719 Penalty: 1694.454712
	Iteration 2Q: 3 clusters Score -26011.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -26023.218750 Penalty: 1694.454712
	Iteration 3Q: 3 clusters Score -26023.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -26027.865234 Penalty: 1694.454712
	Iteration 4Q: 3 clusters Score -26027.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -26027.865234 Penalty: 1694.454712
	Iteration 5F: 3 clusters Score -26027.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Entering Unmasked Estep 
Score: -18713.841797 Penalty: 830.824219
	Iteration 0F: 2 clusters Score -18713.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -18076.853516 Penalty: 1661.648438
	Iteration 0F: 3 clusters Score -18076.85 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -18241.843750 Penalty: 1661.648438
	Iteration 1F: 3 clusters Score -18241.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -18345.238281 Penalty: 1661.648438
	Iteration 2F: 3 clusters Score -18345.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -18416.382812 Penalty: 1661.648438
	Iteration 3Q: 3 clusters Score -18416.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -18453.164062 Penalty: 1661.648438
	Iteration 4Q: 3 clusters Score -18453.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -18462.927734 Penalty: 1661.648438
	Iteration 5Q: 3 clusters Score -18462.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -18462.927734 Penalty: 1661.648438
	Iteration 6F: 3 clusters Score -18462.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (20713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Entering Unmasked Estep 
Score: -2611245.000000 Penalty: 1478.851318
	Iteration 0F: 2 clusters Score -2611245 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -2597745.750000 Penalty: 2957.702637
	Iteration 0F: 3 clusters Score -2597746 nChanged 9106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -2602586.000000 Penalty: 2957.702637
	Iteration 1F: 3 clusters Score -2602586 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -2602942.750000 Penalty: 2957.702637
	Iteration 2F: 3 clusters Score -2602943 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -2603200.250000 Penalty: 2957.702637
	Iteration 3Q: 3 clusters Score -2603200 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -2603394.500000 Penalty: 2957.702637
	Iteration 4Q: 3 clusters Score -2603394 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -2603546.750000 Penalty: 2957.702637
	Iteration 5Q: 3 clusters Score -2603547 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -2603684.500000 Penalty: 2957.702637
	Iteration 6Q: 3 clusters Score -2603684 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -2603824.000000 Penalty: 2957.702637
	Iteration 7Q: 3 clusters Score -2603824 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -2603978.500000 Penalty: 2957.702637
	Iteration 8Q: 3 clusters Score -2603978 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -2604152.500000 Penalty: 2957.702637
	Iteration 9Q: 3 clusters Score -2604152 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -2604398.000000 Penalty: 2957.702637
	Iteration 10Q: 3 clusters Score -2604398 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -2604727.000000 Penalty: 2957.702637
	Iteration 11Q: 3 clusters Score -2604727 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -2605192.500000 Penalty: 2957.702637
	Iteration 12Q: 3 clusters Score -2605192 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -2605842.750000 Penalty: 2957.702637
	Iteration 13F: 3 clusters Score -2605843 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -2606668.250000 Penalty: 2957.702637
	Iteration 14F: 3 clusters Score -2606668 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -2607596.500000 Penalty: 2957.702637
	Iteration 15F: 3 clusters Score -2607596 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -2608499.500000 Penalty: 2957.702637
	Iteration 16F: 3 clusters Score -2608500 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2609160.250000 Penalty: 2957.702637
	Iteration 17Q: 3 clusters Score -2609160 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2609513.750000 Penalty: 2957.702637
	Iteration 18Q: 3 clusters Score -2609514 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -2609711.250000 Penalty: 2957.702637
	Iteration 19Q: 3 clusters Score -2609711 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20302 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -2609820.000000 Penalty: 2957.702637
	Iteration 20F: 3 clusters Score -2609820 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2609891.250000 Penalty: 2957.702637
	Iteration 21Q: 3 clusters Score -2609891 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20397 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2609951.500000 Penalty: 2957.702637
	Iteration 22Q: 3 clusters Score -2609952 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2609985.500000 Penalty: 2957.702637
	Iteration 23Q: 3 clusters Score -2609986 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2610016.000000 Penalty: 2957.702637
	Iteration 24Q: 3 clusters Score -2610016 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2610046.500000 Penalty: 2957.702637
	Iteration 25Q: 3 clusters Score -2610046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2610056.750000 Penalty: 2957.702637
	Iteration 26Q: 3 clusters Score -2610057 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -2610071.500000 Penalty: 2957.702637
	Iteration 27Q: 3 clusters Score -2610072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20460 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2610082.000000 Penalty: 2957.702637
	Iteration 28Q: 3 clusters Score -2610082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -2610087.000000 Penalty: 2957.702637
	Iteration 29Q: 3 clusters Score -2610087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -2610092.750000 Penalty: 2957.702637
	Iteration 30Q: 3 clusters Score -2610093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20466 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -2610099.000000 Penalty: 2957.702637
	Iteration 31Q: 3 clusters Score -2610099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -2610109.500000 Penalty: 2957.702637
	Iteration 32Q: 3 clusters Score -2610110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -2610122.000000 Penalty: 2957.702637
	Iteration 33Q: 3 clusters Score -2610122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -2610126.750000 Penalty: 2957.702637
	Iteration 34Q: 3 clusters Score -2610127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20478 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -2610128.250000 Penalty: 2957.702637
	Iteration 35Q: 3 clusters Score -2610128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20478 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -2610128.250000 Penalty: 2957.702637
	Iteration 36F: 3 clusters Score -2610128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (8785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Entering Unmasked Estep 
Score: -1113455.250000 Penalty: 1351.223267
	Iteration 0F: 2 clusters Score -1113455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1107390.875000 Penalty: 2702.446533
	Iteration 0F: 3 clusters Score -1107391 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1109353.250000 Penalty: 2702.446533
	Iteration 1F: 3 clusters Score -1109353 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1109655.625000 Penalty: 2702.446533
	Iteration 2F: 3 clusters Score -1109656 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1109889.625000 Penalty: 2702.446533
	Iteration 3F: 3 clusters Score -1109890 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1110120.625000 Penalty: 2702.446533
	Iteration 4Q: 3 clusters Score -1110121 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1110369.625000 Penalty: 2702.446533
	Iteration 5Q: 3 clusters Score -1110370 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1110642.250000 Penalty: 2702.446533
	Iteration 6Q: 3 clusters Score -1110642 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1110950.125000 Penalty: 2702.446533
	Iteration 7Q: 3 clusters Score -1110950 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1111242.375000 Penalty: 2702.446533
	Iteration 8Q: 3 clusters Score -1111242 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1111508.875000 Penalty: 2702.446533
	Iteration 9Q: 3 clusters Score -1111509 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1111749.375000 Penalty: 2702.446533
	Iteration 10Q: 3 clusters Score -1111749 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1111933.000000 Penalty: 2702.446533
	Iteration 11Q: 3 clusters Score -1111933 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1112071.250000 Penalty: 2702.446533
	Iteration 12Q: 3 clusters Score -1112071 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1112173.500000 Penalty: 2702.446533
	Iteration 13Q: 3 clusters Score -1112174 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1112233.250000 Penalty: 2702.446533
	Iteration 14Q: 3 clusters Score -1112233 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1112273.625000 Penalty: 2702.446533
	Iteration 15Q: 3 clusters Score -1112274 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1112306.875000 Penalty: 2702.446533
	Iteration 16Q: 3 clusters Score -1112307 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1112326.375000 Penalty: 2702.446533
	Iteration 17Q: 3 clusters Score -1112326 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1112345.250000 Penalty: 2702.446533
	Iteration 18Q: 3 clusters Score -1112345 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1112357.625000 Penalty: 2702.446533
	Iteration 19Q: 3 clusters Score -1112358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1112368.125000 Penalty: 2702.446533
	Iteration 20F: 3 clusters Score -1112368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1112377.625000 Penalty: 2702.446533
	Iteration 21Q: 3 clusters Score -1112378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1112393.500000 Penalty: 2702.446533
	Iteration 22Q: 3 clusters Score -1112394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1112404.625000 Penalty: 2702.446533
	Iteration 23Q: 3 clusters Score -1112405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1112408.375000 Penalty: 2702.446533
	Iteration 24Q: 3 clusters Score -1112408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1112410.125000 Penalty: 2702.446533
	Iteration 25Q: 3 clusters Score -1112410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1112412.125000 Penalty: 2702.446533
	Iteration 26Q: 3 clusters Score -1112412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1112411.625000 Penalty: 2702.446533
	Iteration 27Q: 3 clusters Score -1112412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1112413.250000 Penalty: 2702.446533
	Iteration 28Q: 3 clusters Score -1112413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1112413.250000 Penalty: 2702.446533
	Iteration 29F: 3 clusters Score -1112413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 11977 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40156 members 
Mstep: Class 5 contains 10100 members 
Mstep: Class 6 contains 38316 members 
Mstep: Class 7 contains 31598 members 
Mstep: Class 8 contains 4133 members 
Mstep: Class 9 contains 6917 members 
Mstep: Class 10 contains 8640 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 21779 members 
Mstep: Class 13 contains 15070 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 51380 members 
Mstep: Class 18 contains 36467 members 
Mstep: Class 19 contains 21961 members 
Mstep: Class 20 contains 7189 members 
Mstep: Class 21 contains 19726 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35690 members 
Mstep: Class 25 contains 13860 members 
Mstep: Class 26 contains 5723 members 
Mstep: Class 27 contains 52307 members 
Mstep: Class 28 contains 11143 members 
Mstep: Class 29 contains 67263 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16043 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 524 members 
Mstep: Class 36 contains 62451 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9143 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20713 members 
Mstep: Class 42 contains 8785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996080.000000 Penalty: 83809.710938
Iteration 319Q: 43 clusters Score -8.099608e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 11977 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40155 members 
Mstep: Class 5 contains 10099 members 
Mstep: Class 6 contains 38316 members 
Mstep: Class 7 contains 31598 members 
Mstep: Class 8 contains 4133 members 
Mstep: Class 9 contains 6916 members 
Mstep: Class 10 contains 8641 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 21779 members 
Mstep: Class 13 contains 15070 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 51379 members 
Mstep: Class 18 contains 36467 members 
Mstep: Class 19 contains 21961 members 
Mstep: Class 20 contains 7187 members 
Mstep: Class 21 contains 19726 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35690 members 
Mstep: Class 25 contains 13859 members 
Mstep: Class 26 contains 5723 members 
Mstep: Class 27 contains 52295 members 
Mstep: Class 28 contains 11143 members 
Mstep: Class 29 contains 67273 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16043 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 524 members 
Mstep: Class 36 contains 62459 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9143 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20713 members 
Mstep: Class 42 contains 8785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996160.000000 Penalty: 83809.710938
Iteration 320F: 43 clusters Score -8.099616e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 11977 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40151 members 
Mstep: Class 5 contains 10099 members 
Mstep: Class 6 contains 38316 members 
Mstep: Class 7 contains 31599 members 
Mstep: Class 8 contains 4133 members 
Mstep: Class 9 contains 6915 members 
Mstep: Class 10 contains 8641 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 21779 members 
Mstep: Class 13 contains 15070 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 51376 members 
Mstep: Class 18 contains 36467 members 
Mstep: Class 19 contains 21961 members 
Mstep: Class 20 contains 7186 members 
Mstep: Class 21 contains 19726 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35690 members 
Mstep: Class 25 contains 13859 members 
Mstep: Class 26 contains 5723 members 
Mstep: Class 27 contains 52294 members 
Mstep: Class 28 contains 11143 members 
Mstep: Class 29 contains 67281 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16043 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 524 members 
Mstep: Class 36 contains 62460 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9143 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20713 members 
Mstep: Class 42 contains 8785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996232.000000 Penalty: 83809.710938
Iteration 321Q: 43 clusters Score -8.099623e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 11977 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40153 members 
Mstep: Class 5 contains 10099 members 
Mstep: Class 6 contains 38315 members 
Mstep: Class 7 contains 31596 members 
Mstep: Class 8 contains 4133 members 
Mstep: Class 9 contains 6914 members 
Mstep: Class 10 contains 8641 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 21779 members 
Mstep: Class 13 contains 15070 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 51368 members 
Mstep: Class 18 contains 36467 members 
Mstep: Class 19 contains 21961 members 
Mstep: Class 20 contains 7185 members 
Mstep: Class 21 contains 19726 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35689 members 
Mstep: Class 25 contains 13859 members 
Mstep: Class 26 contains 5723 members 
Mstep: Class 27 contains 52312 members 
Mstep: Class 28 contains 11143 members 
Mstep: Class 29 contains 67289 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16043 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 524 members 
Mstep: Class 36 contains 62447 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9143 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20713 members 
Mstep: Class 42 contains 8785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996208.000000 Penalty: 83809.710938
Iteration 322Q: 43 clusters Score -8.099621e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 11977 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40156 members 
Mstep: Class 5 contains 10099 members 
Mstep: Class 6 contains 38315 members 
Mstep: Class 7 contains 31595 members 
Mstep: Class 8 contains 4133 members 
Mstep: Class 9 contains 6914 members 
Mstep: Class 10 contains 8640 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 21779 members 
Mstep: Class 13 contains 15070 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 51353 members 
Mstep: Class 18 contains 36467 members 
Mstep: Class 19 contains 21961 members 
Mstep: Class 20 contains 7185 members 
Mstep: Class 21 contains 19726 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35688 members 
Mstep: Class 25 contains 13860 members 
Mstep: Class 26 contains 5723 members 
Mstep: Class 27 contains 52322 members 
Mstep: Class 28 contains 11143 members 
Mstep: Class 29 contains 67301 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16043 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 524 members 
Mstep: Class 36 contains 62440 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9143 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20713 members 
Mstep: Class 42 contains 8784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996184.000000 Penalty: 83809.710938
Iteration 323Q: 43 clusters Score -8.099618e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 11977 members 
Mstep: Class 3 contains 1719 members 
Mstep: Class 4 contains 40153 members 
Mstep: Class 5 contains 10099 members 
Mstep: Class 6 contains 38316 members 
Mstep: Class 7 contains 31594 members 
Mstep: Class 8 contains 4133 members 
Mstep: Class 9 contains 6914 members 
Mstep: Class 10 contains 8640 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 21779 members 
Mstep: Class 13 contains 15070 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 51350 members 
Mstep: Class 18 contains 36466 members 
Mstep: Class 19 contains 21961 members 
Mstep: Class 20 contains 7185 members 
Mstep: Class 21 contains 19726 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35687 members 
Mstep: Class 25 contains 13861 members 
Mstep: Class 26 contains 5723 members 
Mstep: Class 27 contains 52326 members 
Mstep: Class 28 contains 11143 members 
Mstep: Class 29 contains 67310 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16043 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 524 members 
Mstep: Class 36 contains 62434 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9143 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20713 members 
Mstep: Class 42 contains 8784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996112.000000 Penalty: 83809.710938
Iteration 324Q: 43 clusters Score -8.099611e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 11977 members 
Mstep: Class 3 contains 1718 members 
Mstep: Class 4 contains 40152 members 
Mstep: Class 5 contains 10099 members 
Mstep: Class 6 contains 38318 members 
Mstep: Class 7 contains 31592 members 
Mstep: Class 8 contains 4133 members 
Mstep: Class 9 contains 6914 members 
Mstep: Class 10 contains 8641 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 21779 members 
Mstep: Class 13 contains 15070 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 51344 members 
Mstep: Class 18 contains 36466 members 
Mstep: Class 19 contains 21961 members 
Mstep: Class 20 contains 7184 members 
Mstep: Class 21 contains 19726 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35688 members 
Mstep: Class 25 contains 13861 members 
Mstep: Class 26 contains 5723 members 
Mstep: Class 27 contains 52333 members 
Mstep: Class 28 contains 11143 members 
Mstep: Class 29 contains 67316 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16043 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 524 members 
Mstep: Class 36 contains 62428 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9143 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20713 members 
Mstep: Class 42 contains 8784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996112.000000 Penalty: 83809.710938
Iteration 325Q: 43 clusters Score -8.099611e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 11977 members 
Mstep: Class 3 contains 1718 members 
Mstep: Class 4 contains 40151 members 
Mstep: Class 5 contains 10099 members 
Mstep: Class 6 contains 38317 members 
Mstep: Class 7 contains 31590 members 
Mstep: Class 8 contains 4133 members 
Mstep: Class 9 contains 6914 members 
Mstep: Class 10 contains 8641 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 21779 members 
Mstep: Class 13 contains 15070 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 51339 members 
Mstep: Class 18 contains 36467 members 
Mstep: Class 19 contains 21961 members 
Mstep: Class 20 contains 7184 members 
Mstep: Class 21 contains 19725 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35688 members 
Mstep: Class 25 contains 13861 members 
Mstep: Class 26 contains 5723 members 
Mstep: Class 27 contains 52335 members 
Mstep: Class 28 contains 11143 members 
Mstep: Class 29 contains 67325 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16043 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 524 members 
Mstep: Class 36 contains 62426 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9143 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20713 members 
Mstep: Class 42 contains 8784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996136.000000 Penalty: 83809.710938
Iteration 326Q: 43 clusters Score -8.099614e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 11977 members 
Mstep: Class 3 contains 1718 members 
Mstep: Class 4 contains 40152 members 
Mstep: Class 5 contains 10099 members 
Mstep: Class 6 contains 38315 members 
Mstep: Class 7 contains 31590 members 
Mstep: Class 8 contains 4133 members 
Mstep: Class 9 contains 6915 members 
Mstep: Class 10 contains 8640 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 21778 members 
Mstep: Class 13 contains 15070 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 51337 members 
Mstep: Class 18 contains 36470 members 
Mstep: Class 19 contains 21961 members 
Mstep: Class 20 contains 7184 members 
Mstep: Class 21 contains 19725 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35689 members 
Mstep: Class 25 contains 13861 members 
Mstep: Class 26 contains 5724 members 
Mstep: Class 27 contains 52337 members 
Mstep: Class 28 contains 11143 members 
Mstep: Class 29 contains 67329 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16043 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 524 members 
Mstep: Class 36 contains 62419 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9143 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20713 members 
Mstep: Class 42 contains 8784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996160.000000 Penalty: 83809.710938
Iteration 327Q: 43 clusters Score -8.099616e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 11977 members 
Mstep: Class 3 contains 1718 members 
Mstep: Class 4 contains 40151 members 
Mstep: Class 5 contains 10099 members 
Mstep: Class 6 contains 38315 members 
Mstep: Class 7 contains 31588 members 
Mstep: Class 8 contains 4133 members 
Mstep: Class 9 contains 6915 members 
Mstep: Class 10 contains 8639 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 21778 members 
Mstep: Class 13 contains 15070 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 51345 members 
Mstep: Class 18 contains 36470 members 
Mstep: Class 19 contains 21961 members 
Mstep: Class 20 contains 7183 members 
Mstep: Class 21 contains 19726 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35688 members 
Mstep: Class 25 contains 13862 members 
Mstep: Class 26 contains 5726 members 
Mstep: Class 27 contains 52337 members 
Mstep: Class 28 contains 11143 members 
Mstep: Class 29 contains 67331 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16043 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 524 members 
Mstep: Class 36 contains 62411 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9143 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20713 members 
Mstep: Class 42 contains 8784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996192.000000 Penalty: 83809.710938
Iteration 328Q: 43 clusters Score -8.099619e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 11977 members 
Mstep: Class 3 contains 1718 members 
Mstep: Class 4 contains 40146 members 
Mstep: Class 5 contains 10099 members 
Mstep: Class 6 contains 38315 members 
Mstep: Class 7 contains 31587 members 
Mstep: Class 8 contains 4133 members 
Mstep: Class 9 contains 6915 members 
Mstep: Class 10 contains 8639 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 21778 members 
Mstep: Class 13 contains 15070 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 3872 members 
Mstep: Class 17 contains 51347 members 
Mstep: Class 18 contains 36471 members 
Mstep: Class 19 contains 21961 members 
Mstep: Class 20 contains 7184 members 
Mstep: Class 21 contains 19726 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35688 members 
Mstep: Class 25 contains 13862 members 
Mstep: Class 26 contains 5727 members 
Mstep: Class 27 contains 52339 members 
Mstep: Class 28 contains 11143 members 
Mstep: Class 29 contains 67339 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16043 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 524 members 
Mstep: Class 36 contains 62402 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9143 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20713 members 
Mstep: Class 42 contains 8784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996168.000000 Penalty: 83809.710938
Iteration 329Q: 43 clusters Score -8.099617e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 11978 members 
Mstep: Class 3 contains 1718 members 
Mstep: Class 4 contains 40147 members 
Mstep: Class 5 contains 10099 members 
Mstep: Class 6 contains 38316 members 
Mstep: Class 7 contains 31586 members 
Mstep: Class 8 contains 4133 members 
Mstep: Class 9 contains 6915 members 
Mstep: Class 10 contains 8639 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 21778 members 
Mstep: Class 13 contains 15070 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 3871 members 
Mstep: Class 17 contains 51348 members 
Mstep: Class 18 contains 36471 members 
Mstep: Class 19 contains 21961 members 
Mstep: Class 20 contains 7184 members 
Mstep: Class 21 contains 19726 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35688 members 
Mstep: Class 25 contains 13862 members 
Mstep: Class 26 contains 5727 members 
Mstep: Class 27 contains 52341 members 
Mstep: Class 28 contains 11143 members 
Mstep: Class 29 contains 67344 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16043 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 524 members 
Mstep: Class 36 contains 62393 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9143 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20713 members 
Mstep: Class 42 contains 8784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996168.000000 Penalty: 83809.710938
Iteration 330Q: 43 clusters Score -8.099617e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 11978 members 
Mstep: Class 3 contains 1718 members 
Mstep: Class 4 contains 40144 members 
Mstep: Class 5 contains 10099 members 
Mstep: Class 6 contains 38316 members 
Mstep: Class 7 contains 31587 members 
Mstep: Class 8 contains 4133 members 
Mstep: Class 9 contains 6915 members 
Mstep: Class 10 contains 8639 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 21778 members 
Mstep: Class 13 contains 15070 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 3869 members 
Mstep: Class 17 contains 51346 members 
Mstep: Class 18 contains 36471 members 
Mstep: Class 19 contains 21961 members 
Mstep: Class 20 contains 7184 members 
Mstep: Class 21 contains 19727 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35687 members 
Mstep: Class 25 contains 13862 members 
Mstep: Class 26 contains 5727 members 
Mstep: Class 27 contains 52336 members 
Mstep: Class 28 contains 11143 members 
Mstep: Class 29 contains 67355 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16043 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 524 members 
Mstep: Class 36 contains 62393 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9143 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20713 members 
Mstep: Class 42 contains 8784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996208.000000 Penalty: 83809.710938
Iteration 331Q: 43 clusters Score -8.099621e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 11978 members 
Mstep: Class 3 contains 1718 members 
Mstep: Class 4 contains 40144 members 
Mstep: Class 5 contains 10099 members 
Mstep: Class 6 contains 38318 members 
Mstep: Class 7 contains 31587 members 
Mstep: Class 8 contains 4133 members 
Mstep: Class 9 contains 6915 members 
Mstep: Class 10 contains 8639 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 21778 members 
Mstep: Class 13 contains 15070 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 3869 members 
Mstep: Class 17 contains 51334 members 
Mstep: Class 18 contains 36471 members 
Mstep: Class 19 contains 21961 members 
Mstep: Class 20 contains 7183 members 
Mstep: Class 21 contains 19728 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35687 members 
Mstep: Class 25 contains 13862 members 
Mstep: Class 26 contains 5727 members 
Mstep: Class 27 contains 52337 members 
Mstep: Class 28 contains 11143 members 
Mstep: Class 29 contains 67366 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16043 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 524 members 
Mstep: Class 36 contains 62391 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9143 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20713 members 
Mstep: Class 42 contains 8784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996120.000000 Penalty: 83809.710938
Iteration 332Q: 43 clusters Score -8.099612e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 11978 members 
Mstep: Class 3 contains 1718 members 
Mstep: Class 4 contains 40145 members 
Mstep: Class 5 contains 10099 members 
Mstep: Class 6 contains 38317 members 
Mstep: Class 7 contains 31587 members 
Mstep: Class 8 contains 4133 members 
Mstep: Class 9 contains 6915 members 
Mstep: Class 10 contains 8639 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 21778 members 
Mstep: Class 13 contains 15070 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 3869 members 
Mstep: Class 17 contains 51324 members 
Mstep: Class 18 contains 36471 members 
Mstep: Class 19 contains 21961 members 
Mstep: Class 20 contains 7185 members 
Mstep: Class 21 contains 19729 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35688 members 
Mstep: Class 25 contains 13862 members 
Mstep: Class 26 contains 5727 members 
Mstep: Class 27 contains 52340 members 
Mstep: Class 28 contains 11143 members 
Mstep: Class 29 contains 67373 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16043 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 524 members 
Mstep: Class 36 contains 62387 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9143 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20713 members 
Mstep: Class 42 contains 8784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996144.000000 Penalty: 83809.710938
Iteration 333Q: 43 clusters Score -8.099614e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 11978 members 
Mstep: Class 3 contains 1718 members 
Mstep: Class 4 contains 40144 members 
Mstep: Class 5 contains 10099 members 
Mstep: Class 6 contains 38316 members 
Mstep: Class 7 contains 31586 members 
Mstep: Class 8 contains 4133 members 
Mstep: Class 9 contains 6915 members 
Mstep: Class 10 contains 8639 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 21778 members 
Mstep: Class 13 contains 15070 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 3869 members 
Mstep: Class 17 contains 51316 members 
Mstep: Class 18 contains 36471 members 
Mstep: Class 19 contains 21961 members 
Mstep: Class 20 contains 7186 members 
Mstep: Class 21 contains 19729 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35688 members 
Mstep: Class 25 contains 13862 members 
Mstep: Class 26 contains 5727 members 
Mstep: Class 27 contains 52352 members 
Mstep: Class 28 contains 11143 members 
Mstep: Class 29 contains 67377 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16043 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 524 members 
Mstep: Class 36 contains 62381 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9143 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20713 members 
Mstep: Class 42 contains 8784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996128.000000 Penalty: 83809.710938
Iteration 334Q: 43 clusters Score -8.099613e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 11978 members 
Mstep: Class 3 contains 1718 members 
Mstep: Class 4 contains 40145 members 
Mstep: Class 5 contains 10099 members 
Mstep: Class 6 contains 38315 members 
Mstep: Class 7 contains 31586 members 
Mstep: Class 8 contains 4133 members 
Mstep: Class 9 contains 6915 members 
Mstep: Class 10 contains 8639 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 21778 members 
Mstep: Class 13 contains 15070 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 3869 members 
Mstep: Class 17 contains 51312 members 
Mstep: Class 18 contains 36471 members 
Mstep: Class 19 contains 21961 members 
Mstep: Class 20 contains 7186 members 
Mstep: Class 21 contains 19729 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35687 members 
Mstep: Class 25 contains 13862 members 
Mstep: Class 26 contains 5727 members 
Mstep: Class 27 contains 52364 members 
Mstep: Class 28 contains 11143 members 
Mstep: Class 29 contains 67379 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16043 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 524 members 
Mstep: Class 36 contains 62372 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9143 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20713 members 
Mstep: Class 42 contains 8784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996176.000000 Penalty: 83809.710938
Iteration 335Q: 43 clusters Score -8.099618e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 11978 members 
Mstep: Class 3 contains 1718 members 
Mstep: Class 4 contains 40141 members 
Mstep: Class 5 contains 10099 members 
Mstep: Class 6 contains 38315 members 
Mstep: Class 7 contains 31586 members 
Mstep: Class 8 contains 4133 members 
Mstep: Class 9 contains 6915 members 
Mstep: Class 10 contains 8639 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 21778 members 
Mstep: Class 13 contains 15070 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 3869 members 
Mstep: Class 17 contains 51298 members 
Mstep: Class 18 contains 36471 members 
Mstep: Class 19 contains 21961 members 
Mstep: Class 20 contains 7185 members 
Mstep: Class 21 contains 19729 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35687 members 
Mstep: Class 25 contains 13862 members 
Mstep: Class 26 contains 5727 members 
Mstep: Class 27 contains 52377 members 
Mstep: Class 28 contains 11143 members 
Mstep: Class 29 contains 67394 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16043 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 524 members 
Mstep: Class 36 contains 62363 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9143 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20713 members 
Mstep: Class 42 contains 8784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996184.000000 Penalty: 83809.710938
Iteration 336Q: 43 clusters Score -8.099618e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 11978 members 
Mstep: Class 3 contains 1718 members 
Mstep: Class 4 contains 40140 members 
Mstep: Class 5 contains 10099 members 
Mstep: Class 6 contains 38314 members 
Mstep: Class 7 contains 31587 members 
Mstep: Class 8 contains 4133 members 
Mstep: Class 9 contains 6915 members 
Mstep: Class 10 contains 8639 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 21778 members 
Mstep: Class 13 contains 15070 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 3869 members 
Mstep: Class 17 contains 51293 members 
Mstep: Class 18 contains 36471 members 
Mstep: Class 19 contains 21961 members 
Mstep: Class 20 contains 7184 members 
Mstep: Class 21 contains 19729 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35688 members 
Mstep: Class 25 contains 13862 members 
Mstep: Class 26 contains 5727 members 
Mstep: Class 27 contains 52381 members 
Mstep: Class 28 contains 11143 members 
Mstep: Class 29 contains 67402 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16043 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 524 members 
Mstep: Class 36 contains 62357 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9143 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20713 members 
Mstep: Class 42 contains 8784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996176.000000 Penalty: 83809.710938
Iteration 337Q: 43 clusters Score -8.099618e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 11978 members 
Mstep: Class 3 contains 1718 members 
Mstep: Class 4 contains 40140 members 
Mstep: Class 5 contains 10099 members 
Mstep: Class 6 contains 38314 members 
Mstep: Class 7 contains 31586 members 
Mstep: Class 8 contains 4133 members 
Mstep: Class 9 contains 6915 members 
Mstep: Class 10 contains 8639 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 21778 members 
Mstep: Class 13 contains 15070 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 3869 members 
Mstep: Class 17 contains 51294 members 
Mstep: Class 18 contains 36471 members 
Mstep: Class 19 contains 21961 members 
Mstep: Class 20 contains 7184 members 
Mstep: Class 21 contains 19728 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35689 members 
Mstep: Class 25 contains 13864 members 
Mstep: Class 26 contains 5727 members 
Mstep: Class 27 contains 52385 members 
Mstep: Class 28 contains 11143 members 
Mstep: Class 29 contains 67403 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16043 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 524 members 
Mstep: Class 36 contains 62350 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9143 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20713 members 
Mstep: Class 42 contains 8784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996200.000000 Penalty: 83809.710938
Iteration 338Q: 43 clusters Score -8.09962e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 11978 members 
Mstep: Class 3 contains 1718 members 
Mstep: Class 4 contains 40139 members 
Mstep: Class 5 contains 10099 members 
Mstep: Class 6 contains 38315 members 
Mstep: Class 7 contains 31586 members 
Mstep: Class 8 contains 4133 members 
Mstep: Class 9 contains 6915 members 
Mstep: Class 10 contains 8639 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 21778 members 
Mstep: Class 13 contains 15070 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 3869 members 
Mstep: Class 17 contains 51297 members 
Mstep: Class 18 contains 36471 members 
Mstep: Class 19 contains 21961 members 
Mstep: Class 20 contains 7184 members 
Mstep: Class 21 contains 19728 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35691 members 
Mstep: Class 25 contains 13863 members 
Mstep: Class 26 contains 5727 members 
Mstep: Class 27 contains 52385 members 
Mstep: Class 28 contains 11143 members 
Mstep: Class 29 contains 67403 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16043 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 524 members 
Mstep: Class 36 contains 62345 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9143 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20713 members 
Mstep: Class 42 contains 8784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996192.000000 Penalty: 83809.710938
Iteration 339Q: 43 clusters Score -8.099619e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 11978 members 
Mstep: Class 3 contains 1718 members 
Mstep: Class 4 contains 40140 members 
Mstep: Class 5 contains 10099 members 
Mstep: Class 6 contains 38315 members 
Mstep: Class 7 contains 31586 members 
Mstep: Class 8 contains 4133 members 
Mstep: Class 9 contains 6915 members 
Mstep: Class 10 contains 8639 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 21778 members 
Mstep: Class 13 contains 15070 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 3869 members 
Mstep: Class 17 contains 51297 members 
Mstep: Class 18 contains 36471 members 
Mstep: Class 19 contains 21961 members 
Mstep: Class 20 contains 7184 members 
Mstep: Class 21 contains 19729 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35691 members 
Mstep: Class 25 contains 13863 members 
Mstep: Class 26 contains 5727 members 
Mstep: Class 27 contains 52383 members 
Mstep: Class 28 contains 11143 members 
Mstep: Class 29 contains 67405 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16043 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 524 members 
Mstep: Class 36 contains 62343 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9143 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20713 members 
Mstep: Class 42 contains 8784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996160.000000 Penalty: 83809.710938
Iteration 340F: 43 clusters Score -8.099616e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 11978 members 
Mstep: Class 3 contains 1718 members 
Mstep: Class 4 contains 40140 members 
Mstep: Class 5 contains 10099 members 
Mstep: Class 6 contains 38315 members 
Mstep: Class 7 contains 31586 members 
Mstep: Class 8 contains 4133 members 
Mstep: Class 9 contains 6915 members 
Mstep: Class 10 contains 8639 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 21778 members 
Mstep: Class 13 contains 15070 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 3869 members 
Mstep: Class 17 contains 51293 members 
Mstep: Class 18 contains 36471 members 
Mstep: Class 19 contains 21961 members 
Mstep: Class 20 contains 7184 members 
Mstep: Class 21 contains 19729 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35691 members 
Mstep: Class 25 contains 13863 members 
Mstep: Class 26 contains 5727 members 
Mstep: Class 27 contains 52384 members 
Mstep: Class 28 contains 11143 members 
Mstep: Class 29 contains 67410 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16043 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 524 members 
Mstep: Class 36 contains 62341 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9143 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20713 members 
Mstep: Class 42 contains 8784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996152.000000 Penalty: 83809.710938
Iteration 341Q: 43 clusters Score -8.099615e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 11978 members 
Mstep: Class 3 contains 1718 members 
Mstep: Class 4 contains 40140 members 
Mstep: Class 5 contains 10099 members 
Mstep: Class 6 contains 38316 members 
Mstep: Class 7 contains 31586 members 
Mstep: Class 8 contains 4133 members 
Mstep: Class 9 contains 6915 members 
Mstep: Class 10 contains 8639 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 21778 members 
Mstep: Class 13 contains 15070 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 3869 members 
Mstep: Class 17 contains 51296 members 
Mstep: Class 18 contains 36471 members 
Mstep: Class 19 contains 21961 members 
Mstep: Class 20 contains 7183 members 
Mstep: Class 21 contains 19729 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35692 members 
Mstep: Class 25 contains 13863 members 
Mstep: Class 26 contains 5727 members 
Mstep: Class 27 contains 52378 members 
Mstep: Class 28 contains 11143 members 
Mstep: Class 29 contains 67412 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16043 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 524 members 
Mstep: Class 36 contains 62341 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9143 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20713 members 
Mstep: Class 42 contains 8784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996176.000000 Penalty: 83809.710938
Iteration 342Q: 43 clusters Score -8.099618e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 11978 members 
Mstep: Class 3 contains 1718 members 
Mstep: Class 4 contains 40140 members 
Mstep: Class 5 contains 10099 members 
Mstep: Class 6 contains 38317 members 
Mstep: Class 7 contains 31586 members 
Mstep: Class 8 contains 4133 members 
Mstep: Class 9 contains 6915 members 
Mstep: Class 10 contains 8639 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 21778 members 
Mstep: Class 13 contains 15070 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 3869 members 
Mstep: Class 17 contains 51298 members 
Mstep: Class 18 contains 36471 members 
Mstep: Class 19 contains 21961 members 
Mstep: Class 20 contains 7184 members 
Mstep: Class 21 contains 19729 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35692 members 
Mstep: Class 25 contains 13863 members 
Mstep: Class 26 contains 5727 members 
Mstep: Class 27 contains 52374 members 
Mstep: Class 28 contains 11143 members 
Mstep: Class 29 contains 67413 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16043 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 524 members 
Mstep: Class 36 contains 62340 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9143 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20713 members 
Mstep: Class 42 contains 8784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996144.000000 Penalty: 83809.710938
Iteration 343Q: 43 clusters Score -8.099614e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 11978 members 
Mstep: Class 3 contains 1718 members 
Mstep: Class 4 contains 40137 members 
Mstep: Class 5 contains 10099 members 
Mstep: Class 6 contains 38317 members 
Mstep: Class 7 contains 31589 members 
Mstep: Class 8 contains 4133 members 
Mstep: Class 9 contains 6915 members 
Mstep: Class 10 contains 8639 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 21778 members 
Mstep: Class 13 contains 15070 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 3869 members 
Mstep: Class 17 contains 51301 members 
Mstep: Class 18 contains 36471 members 
Mstep: Class 19 contains 21961 members 
Mstep: Class 20 contains 7184 members 
Mstep: Class 21 contains 19729 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35692 members 
Mstep: Class 25 contains 13863 members 
Mstep: Class 26 contains 5727 members 
Mstep: Class 27 contains 52370 members 
Mstep: Class 28 contains 11143 members 
Mstep: Class 29 contains 67414 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16043 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 524 members 
Mstep: Class 36 contains 62340 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9143 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20713 members 
Mstep: Class 42 contains 8784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996144.000000 Penalty: 83809.710938
Iteration 344Q: 43 clusters Score -8.099614e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 11978 members 
Mstep: Class 3 contains 1718 members 
Mstep: Class 4 contains 40133 members 
Mstep: Class 5 contains 10099 members 
Mstep: Class 6 contains 38317 members 
Mstep: Class 7 contains 31589 members 
Mstep: Class 8 contains 4133 members 
Mstep: Class 9 contains 6915 members 
Mstep: Class 10 contains 8639 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 21778 members 
Mstep: Class 13 contains 15070 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 3869 members 
Mstep: Class 17 contains 51308 members 
Mstep: Class 18 contains 36471 members 
Mstep: Class 19 contains 21961 members 
Mstep: Class 20 contains 7184 members 
Mstep: Class 21 contains 19729 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35692 members 
Mstep: Class 25 contains 13864 members 
Mstep: Class 26 contains 5727 members 
Mstep: Class 27 contains 52365 members 
Mstep: Class 28 contains 11143 members 
Mstep: Class 29 contains 67412 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16043 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 524 members 
Mstep: Class 36 contains 62343 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9143 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20713 members 
Mstep: Class 42 contains 8784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996200.000000 Penalty: 83809.710938
Iteration 345Q: 43 clusters Score -8.09962e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 11978 members 
Mstep: Class 3 contains 1718 members 
Mstep: Class 4 contains 40129 members 
Mstep: Class 5 contains 10099 members 
Mstep: Class 6 contains 38318 members 
Mstep: Class 7 contains 31588 members 
Mstep: Class 8 contains 4133 members 
Mstep: Class 9 contains 6915 members 
Mstep: Class 10 contains 8639 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 21778 members 
Mstep: Class 13 contains 15070 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 3869 members 
Mstep: Class 17 contains 51310 members 
Mstep: Class 18 contains 36471 members 
Mstep: Class 19 contains 21961 members 
Mstep: Class 20 contains 7184 members 
Mstep: Class 21 contains 19728 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35693 members 
Mstep: Class 25 contains 13864 members 
Mstep: Class 26 contains 5727 members 
Mstep: Class 27 contains 52368 members 
Mstep: Class 28 contains 11143 members 
Mstep: Class 29 contains 67412 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16043 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 524 members 
Mstep: Class 36 contains 62341 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9143 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20714 members 
Mstep: Class 42 contains 8784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996208.000000 Penalty: 83809.710938
Iteration 346Q: 43 clusters Score -8.099621e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 11978 members 
Mstep: Class 3 contains 1718 members 
Mstep: Class 4 contains 40128 members 
Mstep: Class 5 contains 10099 members 
Mstep: Class 6 contains 38318 members 
Mstep: Class 7 contains 31589 members 
Mstep: Class 8 contains 4133 members 
Mstep: Class 9 contains 6915 members 
Mstep: Class 10 contains 8639 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 21778 members 
Mstep: Class 13 contains 15070 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 3869 members 
Mstep: Class 17 contains 51315 members 
Mstep: Class 18 contains 36471 members 
Mstep: Class 19 contains 21961 members 
Mstep: Class 20 contains 7184 members 
Mstep: Class 21 contains 19728 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35693 members 
Mstep: Class 25 contains 13864 members 
Mstep: Class 26 contains 5727 members 
Mstep: Class 27 contains 52368 members 
Mstep: Class 28 contains 11143 members 
Mstep: Class 29 contains 67409 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16043 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 524 members 
Mstep: Class 36 contains 62339 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9143 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20714 members 
Mstep: Class 42 contains 8784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996184.000000 Penalty: 83809.710938
Iteration 347Q: 43 clusters Score -8.099618e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 11978 members 
Mstep: Class 3 contains 1718 members 
Mstep: Class 4 contains 40127 members 
Mstep: Class 5 contains 10099 members 
Mstep: Class 6 contains 38319 members 
Mstep: Class 7 contains 31589 members 
Mstep: Class 8 contains 4133 members 
Mstep: Class 9 contains 6915 members 
Mstep: Class 10 contains 8639 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 21778 members 
Mstep: Class 13 contains 15070 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 3869 members 
Mstep: Class 17 contains 51320 members 
Mstep: Class 18 contains 36471 members 
Mstep: Class 19 contains 21961 members 
Mstep: Class 20 contains 7184 members 
Mstep: Class 21 contains 19728 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35693 members 
Mstep: Class 25 contains 13863 members 
Mstep: Class 26 contains 5727 members 
Mstep: Class 27 contains 52368 members 
Mstep: Class 28 contains 11143 members 
Mstep: Class 29 contains 67406 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16043 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 524 members 
Mstep: Class 36 contains 62338 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9143 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20714 members 
Mstep: Class 42 contains 8784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996160.000000 Penalty: 83809.710938
Iteration 348Q: 43 clusters Score -8.099616e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 11978 members 
Mstep: Class 3 contains 1718 members 
Mstep: Class 4 contains 40127 members 
Mstep: Class 5 contains 10099 members 
Mstep: Class 6 contains 38319 members 
Mstep: Class 7 contains 31590 members 
Mstep: Class 8 contains 4133 members 
Mstep: Class 9 contains 6915 members 
Mstep: Class 10 contains 8639 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 21778 members 
Mstep: Class 13 contains 15070 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 3869 members 
Mstep: Class 17 contains 51321 members 
Mstep: Class 18 contains 36471 members 
Mstep: Class 19 contains 21961 members 
Mstep: Class 20 contains 7184 members 
Mstep: Class 21 contains 19728 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35693 members 
Mstep: Class 25 contains 13862 members 
Mstep: Class 26 contains 5727 members 
Mstep: Class 27 contains 52367 members 
Mstep: Class 28 contains 11143 members 
Mstep: Class 29 contains 67407 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16043 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 524 members 
Mstep: Class 36 contains 62337 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9143 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20714 members 
Mstep: Class 42 contains 8784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996144.000000 Penalty: 83809.710938
Iteration 349Q: 43 clusters Score -8.099614e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 11978 members 
Mstep: Class 3 contains 1718 members 
Mstep: Class 4 contains 40128 members 
Mstep: Class 5 contains 10098 members 
Mstep: Class 6 contains 38319 members 
Mstep: Class 7 contains 31590 members 
Mstep: Class 8 contains 4133 members 
Mstep: Class 9 contains 6915 members 
Mstep: Class 10 contains 8639 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 21778 members 
Mstep: Class 13 contains 15070 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 3869 members 
Mstep: Class 17 contains 51322 members 
Mstep: Class 18 contains 36471 members 
Mstep: Class 19 contains 21961 members 
Mstep: Class 20 contains 7184 members 
Mstep: Class 21 contains 19728 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35693 members 
Mstep: Class 25 contains 13862 members 
Mstep: Class 26 contains 5727 members 
Mstep: Class 27 contains 52367 members 
Mstep: Class 28 contains 11143 members 
Mstep: Class 29 contains 67406 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16043 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 524 members 
Mstep: Class 36 contains 62337 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9143 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20714 members 
Mstep: Class 42 contains 8784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996120.000000 Penalty: 83809.710938
Iteration 350Q: 43 clusters Score -8.099612e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 11978 members 
Mstep: Class 3 contains 1718 members 
Mstep: Class 4 contains 40128 members 
Mstep: Class 5 contains 10098 members 
Mstep: Class 6 contains 38319 members 
Mstep: Class 7 contains 31590 members 
Mstep: Class 8 contains 4133 members 
Mstep: Class 9 contains 6915 members 
Mstep: Class 10 contains 8639 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 21778 members 
Mstep: Class 13 contains 15070 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 3869 members 
Mstep: Class 17 contains 51322 members 
Mstep: Class 18 contains 36471 members 
Mstep: Class 19 contains 21961 members 
Mstep: Class 20 contains 7184 members 
Mstep: Class 21 contains 19728 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35693 members 
Mstep: Class 25 contains 13862 members 
Mstep: Class 26 contains 5727 members 
Mstep: Class 27 contains 52367 members 
Mstep: Class 28 contains 11143 members 
Mstep: Class 29 contains 67408 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16043 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 524 members 
Mstep: Class 36 contains 62334 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9143 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20715 members 
Mstep: Class 42 contains 8784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996152.000000 Penalty: 83809.710938
Iteration 351Q: 43 clusters Score -8.099615e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 11978 members 
Mstep: Class 3 contains 1718 members 
Mstep: Class 4 contains 40127 members 
Mstep: Class 5 contains 10098 members 
Mstep: Class 6 contains 38319 members 
Mstep: Class 7 contains 31589 members 
Mstep: Class 8 contains 4133 members 
Mstep: Class 9 contains 6915 members 
Mstep: Class 10 contains 8639 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 21778 members 
Mstep: Class 13 contains 15070 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 3869 members 
Mstep: Class 17 contains 51323 members 
Mstep: Class 18 contains 36471 members 
Mstep: Class 19 contains 21961 members 
Mstep: Class 20 contains 7184 members 
Mstep: Class 21 contains 19728 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35693 members 
Mstep: Class 25 contains 13862 members 
Mstep: Class 26 contains 5727 members 
Mstep: Class 27 contains 52371 members 
Mstep: Class 28 contains 11143 members 
Mstep: Class 29 contains 67409 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16043 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 524 members 
Mstep: Class 36 contains 62330 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9143 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20715 members 
Mstep: Class 42 contains 8784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996176.000000 Penalty: 83809.710938
Iteration 352Q: 43 clusters Score -8.099618e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 11978 members 
Mstep: Class 3 contains 1718 members 
Mstep: Class 4 contains 40126 members 
Mstep: Class 5 contains 10098 members 
Mstep: Class 6 contains 38319 members 
Mstep: Class 7 contains 31590 members 
Mstep: Class 8 contains 4133 members 
Mstep: Class 9 contains 6915 members 
Mstep: Class 10 contains 8639 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 21778 members 
Mstep: Class 13 contains 15070 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 3869 members 
Mstep: Class 17 contains 51329 members 
Mstep: Class 18 contains 36471 members 
Mstep: Class 19 contains 21961 members 
Mstep: Class 20 contains 7184 members 
Mstep: Class 21 contains 19728 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35693 members 
Mstep: Class 25 contains 13862 members 
Mstep: Class 26 contains 5727 members 
Mstep: Class 27 contains 52371 members 
Mstep: Class 28 contains 11143 members 
Mstep: Class 29 contains 67407 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16043 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 524 members 
Mstep: Class 36 contains 62326 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9143 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20715 members 
Mstep: Class 42 contains 8784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996152.000000 Penalty: 83809.710938
Iteration 353Q: 43 clusters Score -8.099615e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 11978 members 
Mstep: Class 3 contains 1718 members 
Mstep: Class 4 contains 40125 members 
Mstep: Class 5 contains 10098 members 
Mstep: Class 6 contains 38319 members 
Mstep: Class 7 contains 31590 members 
Mstep: Class 8 contains 4133 members 
Mstep: Class 9 contains 6915 members 
Mstep: Class 10 contains 8639 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 21778 members 
Mstep: Class 13 contains 15070 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 3869 members 
Mstep: Class 17 contains 51334 members 
Mstep: Class 18 contains 36471 members 
Mstep: Class 19 contains 21961 members 
Mstep: Class 20 contains 7184 members 
Mstep: Class 21 contains 19728 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35694 members 
Mstep: Class 25 contains 13862 members 
Mstep: Class 26 contains 5727 members 
Mstep: Class 27 contains 52372 members 
Mstep: Class 28 contains 11143 members 
Mstep: Class 29 contains 67405 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16043 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 524 members 
Mstep: Class 36 contains 62322 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9143 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20715 members 
Mstep: Class 42 contains 8784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996216.000000 Penalty: 83809.710938
Iteration 354Q: 43 clusters Score -8.099622e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 11978 members 
Mstep: Class 3 contains 1718 members 
Mstep: Class 4 contains 40124 members 
Mstep: Class 5 contains 10098 members 
Mstep: Class 6 contains 38319 members 
Mstep: Class 7 contains 31590 members 
Mstep: Class 8 contains 4133 members 
Mstep: Class 9 contains 6915 members 
Mstep: Class 10 contains 8639 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 21778 members 
Mstep: Class 13 contains 15070 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 3869 members 
Mstep: Class 17 contains 51339 members 
Mstep: Class 18 contains 36471 members 
Mstep: Class 19 contains 21961 members 
Mstep: Class 20 contains 7184 members 
Mstep: Class 21 contains 19728 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35694 members 
Mstep: Class 25 contains 13862 members 
Mstep: Class 26 contains 5727 members 
Mstep: Class 27 contains 52370 members 
Mstep: Class 28 contains 11143 members 
Mstep: Class 29 contains 67405 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16043 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 524 members 
Mstep: Class 36 contains 62319 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9143 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20716 members 
Mstep: Class 42 contains 8784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996192.000000 Penalty: 83809.710938
Iteration 355Q: 43 clusters Score -8.099619e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 11978 members 
Mstep: Class 3 contains 1718 members 
Mstep: Class 4 contains 40123 members 
Mstep: Class 5 contains 10098 members 
Mstep: Class 6 contains 38319 members 
Mstep: Class 7 contains 31590 members 
Mstep: Class 8 contains 4133 members 
Mstep: Class 9 contains 6915 members 
Mstep: Class 10 contains 8640 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 21778 members 
Mstep: Class 13 contains 15070 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 3869 members 
Mstep: Class 17 contains 51337 members 
Mstep: Class 18 contains 36471 members 
Mstep: Class 19 contains 21961 members 
Mstep: Class 20 contains 7184 members 
Mstep: Class 21 contains 19728 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35694 members 
Mstep: Class 25 contains 13862 members 
Mstep: Class 26 contains 5727 members 
Mstep: Class 27 contains 52373 members 
Mstep: Class 28 contains 11143 members 
Mstep: Class 29 contains 67407 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16043 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 524 members 
Mstep: Class 36 contains 62316 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9143 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20716 members 
Mstep: Class 42 contains 8784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996208.000000 Penalty: 83809.710938
Iteration 356Q: 43 clusters Score -8.099621e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 11978 members 
Mstep: Class 3 contains 1718 members 
Mstep: Class 4 contains 40120 members 
Mstep: Class 5 contains 10098 members 
Mstep: Class 6 contains 38319 members 
Mstep: Class 7 contains 31590 members 
Mstep: Class 8 contains 4133 members 
Mstep: Class 9 contains 6915 members 
Mstep: Class 10 contains 8639 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 21778 members 
Mstep: Class 13 contains 15070 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 3870 members 
Mstep: Class 17 contains 51339 members 
Mstep: Class 18 contains 36471 members 
Mstep: Class 19 contains 21961 members 
Mstep: Class 20 contains 7184 members 
Mstep: Class 21 contains 19728 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35694 members 
Mstep: Class 25 contains 13862 members 
Mstep: Class 26 contains 5727 members 
Mstep: Class 27 contains 52375 members 
Mstep: Class 28 contains 11143 members 
Mstep: Class 29 contains 67408 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16043 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 524 members 
Mstep: Class 36 contains 62314 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9143 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20716 members 
Mstep: Class 42 contains 8784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996192.000000 Penalty: 83809.710938
Iteration 357Q: 43 clusters Score -8.099619e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 11978 members 
Mstep: Class 3 contains 1718 members 
Mstep: Class 4 contains 40120 members 
Mstep: Class 5 contains 10098 members 
Mstep: Class 6 contains 38319 members 
Mstep: Class 7 contains 31590 members 
Mstep: Class 8 contains 4133 members 
Mstep: Class 9 contains 6914 members 
Mstep: Class 10 contains 8639 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 21778 members 
Mstep: Class 13 contains 15070 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 3871 members 
Mstep: Class 17 contains 51335 members 
Mstep: Class 18 contains 36471 members 
Mstep: Class 19 contains 21961 members 
Mstep: Class 20 contains 7184 members 
Mstep: Class 21 contains 19728 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35694 members 
Mstep: Class 25 contains 13862 members 
Mstep: Class 26 contains 5727 members 
Mstep: Class 27 contains 52382 members 
Mstep: Class 28 contains 11143 members 
Mstep: Class 29 contains 67410 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16043 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 524 members 
Mstep: Class 36 contains 62309 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9143 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20716 members 
Mstep: Class 42 contains 8784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996160.000000 Penalty: 83809.710938
Iteration 358Q: 43 clusters Score -8.099616e+07 nChanged 8
Entering ConstructFrom: 
Score: -80996160.000000 Penalty: 83809.710938
Entering ConstructFrom: 
Trying to split cluster 1 (9398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Entering Unmasked Estep 
Score: -1190137.500000 Penalty: 1361.260010
	Iteration 0F: 2 clusters Score -1190138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1183762.125000 Penalty: 2722.520020
	Iteration 0F: 3 clusters Score -1183762 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1185770.625000 Penalty: 2722.520020
	Iteration 1F: 3 clusters Score -1185771 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1186024.500000 Penalty: 2722.520020
	Iteration 2F: 3 clusters Score -1186024 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1186182.250000 Penalty: 2722.520020
	Iteration 3Q: 3 clusters Score -1186182 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1186309.000000 Penalty: 2722.520020
	Iteration 4Q: 3 clusters Score -1186309 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1186410.375000 Penalty: 2722.520020
	Iteration 5Q: 3 clusters Score -1186410 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1186503.375000 Penalty: 2722.520020
	Iteration 6Q: 3 clusters Score -1186503 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1186591.125000 Penalty: 2722.520020
	Iteration 7Q: 3 clusters Score -1186591 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1186675.250000 Penalty: 2722.520020
	Iteration 8Q: 3 clusters Score -1186675 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1186756.750000 Penalty: 2722.520020
	Iteration 9Q: 3 clusters Score -1186757 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1186844.125000 Penalty: 2722.520020
	Iteration 10Q: 3 clusters Score -1186844 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1186937.375000 Penalty: 2722.520020
	Iteration 11Q: 3 clusters Score -1186937 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1187024.375000 Penalty: 2722.520020
	Iteration 12Q: 3 clusters Score -1187024 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1187126.875000 Penalty: 2722.520020
	Iteration 13Q: 3 clusters Score -1187127 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1187236.625000 Penalty: 2722.520020
	Iteration 14Q: 3 clusters Score -1187237 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1187343.000000 Penalty: 2722.520020
	Iteration 15Q: 3 clusters Score -1187343 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1187460.625000 Penalty: 2722.520020
	Iteration 16Q: 3 clusters Score -1187461 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1187582.750000 Penalty: 2722.520020
	Iteration 17Q: 3 clusters Score -1187583 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1187719.000000 Penalty: 2722.520020
	Iteration 18Q: 3 clusters Score -1187719 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1187854.000000 Penalty: 2722.520020
	Iteration 19Q: 3 clusters Score -1187854 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1187973.250000 Penalty: 2722.520020
	Iteration 20F: 3 clusters Score -1187973 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1188099.500000 Penalty: 2722.520020
	Iteration 21Q: 3 clusters Score -1188100 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1188200.750000 Penalty: 2722.520020
	Iteration 22Q: 3 clusters Score -1188201 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1188298.625000 Penalty: 2722.520020
	Iteration 23Q: 3 clusters Score -1188299 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1188388.125000 Penalty: 2722.520020
	Iteration 24Q: 3 clusters Score -1188388 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1188449.500000 Penalty: 2722.520020
	Iteration 25Q: 3 clusters Score -1188450 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1188500.500000 Penalty: 2722.520020
	Iteration 26Q: 3 clusters Score -1188500 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1188545.500000 Penalty: 2722.520020
	Iteration 27Q: 3 clusters Score -1188546 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1188578.500000 Penalty: 2722.520020
	Iteration 28Q: 3 clusters Score -1188578 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1188625.500000 Penalty: 2722.520020
	Iteration 29Q: 3 clusters Score -1188626 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1188669.250000 Penalty: 2722.520020
	Iteration 30Q: 3 clusters Score -1188669 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1188704.875000 Penalty: 2722.520020
	Iteration 31Q: 3 clusters Score -1188705 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1188736.000000 Penalty: 2722.520020
	Iteration 32Q: 3 clusters Score -1188736 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1188768.625000 Penalty: 2722.520020
	Iteration 33Q: 3 clusters Score -1188769 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1188789.125000 Penalty: 2722.520020
	Iteration 34Q: 3 clusters Score -1188789 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1188805.250000 Penalty: 2722.520020
	Iteration 35Q: 3 clusters Score -1188805 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1188818.625000 Penalty: 2722.520020
	Iteration 36Q: 3 clusters Score -1188819 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1188830.375000 Penalty: 2722.520020
	Iteration 37Q: 3 clusters Score -1188830 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1188847.125000 Penalty: 2722.520020
	Iteration 38Q: 3 clusters Score -1188847 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1188856.875000 Penalty: 2722.520020
	Iteration 39Q: 3 clusters Score -1188857 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1188868.000000 Penalty: 2722.520020
	Iteration 40F: 3 clusters Score -1188868 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1188874.875000 Penalty: 2722.520020
	Iteration 41Q: 3 clusters Score -1188875 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1188887.375000 Penalty: 2722.520020
	Iteration 42Q: 3 clusters Score -1188887 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1188897.750000 Penalty: 2722.520020
	Iteration 43Q: 3 clusters Score -1188898 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1188901.375000 Penalty: 2722.520020
	Iteration 44Q: 3 clusters Score -1188901 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1188911.375000 Penalty: 2722.520020
	Iteration 45Q: 3 clusters Score -1188911 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1188913.500000 Penalty: 2722.520020
	Iteration 46Q: 3 clusters Score -1188914 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1188920.750000 Penalty: 2722.520020
	Iteration 47Q: 3 clusters Score -1188921 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1188932.250000 Penalty: 2722.520020
	Iteration 48Q: 3 clusters Score -1188932 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1188937.000000 Penalty: 2722.520020
	Iteration 49Q: 3 clusters Score -1188937 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1188945.125000 Penalty: 2722.520020
	Iteration 50Q: 3 clusters Score -1188945 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1188952.250000 Penalty: 2722.520020
	Iteration 51Q: 3 clusters Score -1188952 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1188964.625000 Penalty: 2722.520020
	Iteration 52Q: 3 clusters Score -1188965 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1188978.625000 Penalty: 2722.520020
	Iteration 53Q: 3 clusters Score -1188979 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1188989.625000 Penalty: 2722.520020
	Iteration 54Q: 3 clusters Score -1188990 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1189001.875000 Penalty: 2722.520020
	Iteration 55Q: 3 clusters Score -1189002 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1189016.625000 Penalty: 2722.520020
	Iteration 56Q: 3 clusters Score -1189017 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1189022.500000 Penalty: 2722.520020
	Iteration 57Q: 3 clusters Score -1189022 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1189032.375000 Penalty: 2722.520020
	Iteration 58Q: 3 clusters Score -1189032 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1189037.125000 Penalty: 2722.520020
	Iteration 59Q: 3 clusters Score -1189037 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1189046.125000 Penalty: 2722.520020
	Iteration 60F: 3 clusters Score -1189046 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1189055.000000 Penalty: 2722.520020
	Iteration 61Q: 3 clusters Score -1189055 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1189060.500000 Penalty: 2722.520020
	Iteration 62Q: 3 clusters Score -1189060 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1189064.625000 Penalty: 2722.520020
	Iteration 63Q: 3 clusters Score -1189065 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1189070.250000 Penalty: 2722.520020
	Iteration 64Q: 3 clusters Score -1189070 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1189079.375000 Penalty: 2722.520020
	Iteration 65Q: 3 clusters Score -1189079 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1189083.375000 Penalty: 2722.520020
	Iteration 66Q: 3 clusters Score -1189083 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1189090.125000 Penalty: 2722.520020
	Iteration 67Q: 3 clusters Score -1189090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1189093.125000 Penalty: 2722.520020
	Iteration 68Q: 3 clusters Score -1189093 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1189099.375000 Penalty: 2722.520020
	Iteration 69Q: 3 clusters Score -1189099 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1189103.750000 Penalty: 2722.520020
	Iteration 70Q: 3 clusters Score -1189104 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1189111.125000 Penalty: 2722.520020
	Iteration 71Q: 3 clusters Score -1189111 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1189118.000000 Penalty: 2722.520020
	Iteration 72Q: 3 clusters Score -1189118 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1189132.125000 Penalty: 2722.520020
	Iteration 73Q: 3 clusters Score -1189132 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1189145.250000 Penalty: 2722.520020
	Iteration 74Q: 3 clusters Score -1189145 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1189157.125000 Penalty: 2722.520020
	Iteration 75Q: 3 clusters Score -1189157 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1189164.500000 Penalty: 2722.520020
	Iteration 76Q: 3 clusters Score -1189164 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1189175.625000 Penalty: 2722.520020
	Iteration 77Q: 3 clusters Score -1189176 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1189185.625000 Penalty: 2722.520020
	Iteration 78Q: 3 clusters Score -1189186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1189190.250000 Penalty: 2722.520020
	Iteration 79Q: 3 clusters Score -1189190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1189194.125000 Penalty: 2722.520020
	Iteration 80F: 3 clusters Score -1189194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1189195.125000 Penalty: 2722.520020
	Iteration 81Q: 3 clusters Score -1189195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1189196.750000 Penalty: 2722.520020
	Iteration 82Q: 3 clusters Score -1189197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1189198.500000 Penalty: 2722.520020
	Iteration 83Q: 3 clusters Score -1189198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1189201.375000 Penalty: 2722.520020
	Iteration 84Q: 3 clusters Score -1189201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1189201.625000 Penalty: 2722.520020
	Iteration 85Q: 3 clusters Score -1189202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1189201.625000 Penalty: 2722.520020
	Iteration 86Q: 3 clusters Score -1189202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1189202.375000 Penalty: 2722.520020
	Iteration 87Q: 3 clusters Score -1189202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1189206.500000 Penalty: 2722.520020
	Iteration 88Q: 3 clusters Score -1189206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1189210.250000 Penalty: 2722.520020
	Iteration 89Q: 3 clusters Score -1189210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1189212.875000 Penalty: 2722.520020
	Iteration 90Q: 3 clusters Score -1189213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1189216.750000 Penalty: 2722.520020
	Iteration 91Q: 3 clusters Score -1189217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1189218.250000 Penalty: 2722.520020
	Iteration 92Q: 3 clusters Score -1189218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1189221.250000 Penalty: 2722.520020
	Iteration 93Q: 3 clusters Score -1189221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1189220.750000 Penalty: 2722.520020
	Iteration 94Q: 3 clusters Score -1189221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1189223.125000 Penalty: 2722.520020
	Iteration 95Q: 3 clusters Score -1189223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1189223.750000 Penalty: 2722.520020
	Iteration 96Q: 3 clusters Score -1189224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1189225.125000 Penalty: 2722.520020
	Iteration 97Q: 3 clusters Score -1189225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1189226.625000 Penalty: 2722.520020
	Iteration 98Q: 3 clusters Score -1189227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1189227.250000 Penalty: 2722.520020
	Iteration 99Q: 3 clusters Score -1189227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1189228.500000 Penalty: 2722.520020
	Iteration 100F: 3 clusters Score -1189228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Entering Unmasked Estep 
Score: -1506132.125000 Penalty: 1397.355103
	Iteration 0F: 2 clusters Score -1506132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1498200.625000 Penalty: 2794.710205
	Iteration 0F: 3 clusters Score -1498201 nChanged 5027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1500771.875000 Penalty: 2794.710205
	Iteration 1F: 3 clusters Score -1500772 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1501044.375000 Penalty: 2794.710205
	Iteration 2F: 3 clusters Score -1501044 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1501246.125000 Penalty: 2794.710205
	Iteration 3Q: 3 clusters Score -1501246 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1501402.875000 Penalty: 2794.710205
	Iteration 4Q: 3 clusters Score -1501403 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1501523.875000 Penalty: 2794.710205
	Iteration 5Q: 3 clusters Score -1501524 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1501607.500000 Penalty: 2794.710205
	Iteration 6Q: 3 clusters Score -1501608 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1501686.250000 Penalty: 2794.710205
	Iteration 7Q: 3 clusters Score -1501686 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1501778.375000 Penalty: 2794.710205
	Iteration 8Q: 3 clusters Score -1501778 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1501889.375000 Penalty: 2794.710205
	Iteration 9Q: 3 clusters Score -1501889 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1502038.750000 Penalty: 2794.710205
	Iteration 10Q: 3 clusters Score -1502039 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1502247.750000 Penalty: 2794.710205
	Iteration 11Q: 3 clusters Score -1502248 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1502514.750000 Penalty: 2794.710205
	Iteration 12Q: 3 clusters Score -1502515 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1502818.750000 Penalty: 2794.710205
	Iteration 13Q: 3 clusters Score -1502819 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1503189.750000 Penalty: 2794.710205
	Iteration 14Q: 3 clusters Score -1503190 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1503554.125000 Penalty: 2794.710205
	Iteration 15Q: 3 clusters Score -1503554 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1503926.375000 Penalty: 2794.710205
	Iteration 16Q: 3 clusters Score -1503926 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1504215.250000 Penalty: 2794.710205
	Iteration 17Q: 3 clusters Score -1504215 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1504483.500000 Penalty: 2794.710205
	Iteration 18Q: 3 clusters Score -1504484 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1504673.625000 Penalty: 2794.710205
	Iteration 19Q: 3 clusters Score -1504674 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1504794.875000 Penalty: 2794.710205
	Iteration 20F: 3 clusters Score -1504795 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1504871.875000 Penalty: 2794.710205
	Iteration 21Q: 3 clusters Score -1504872 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1504927.625000 Penalty: 2794.710205
	Iteration 22Q: 3 clusters Score -1504928 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1504954.250000 Penalty: 2794.710205
	Iteration 23Q: 3 clusters Score -1504954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1504975.500000 Penalty: 2794.710205
	Iteration 24Q: 3 clusters Score -1504976 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1505001.125000 Penalty: 2794.710205
	Iteration 25Q: 3 clusters Score -1505001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1505016.250000 Penalty: 2794.710205
	Iteration 26Q: 3 clusters Score -1505016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1505018.125000 Penalty: 2794.710205
	Iteration 27Q: 3 clusters Score -1505018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1505018.125000 Penalty: 2794.710205
	Iteration 28F: 3 clusters Score -1505018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Entering Unmasked Estep 
Score: -211177.437500 Penalty: 1108.398682
	Iteration 0F: 2 clusters Score -211177.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -209560.484375 Penalty: 2216.797363
	Iteration 0F: 3 clusters Score -209560.5 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -209927.906250 Penalty: 2216.797363
	Iteration 1F: 3 clusters Score -209927.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -210004.625000 Penalty: 2216.797363
	Iteration 2F: 3 clusters Score -210004.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -210048.140625 Penalty: 2216.797363
	Iteration 3Q: 3 clusters Score -210048.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -210075.812500 Penalty: 2216.797363
	Iteration 4Q: 3 clusters Score -210075.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -210100.421875 Penalty: 2216.797363
	Iteration 5Q: 3 clusters Score -210100.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -210116.875000 Penalty: 2216.797363
	Iteration 6Q: 3 clusters Score -210116.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -210128.328125 Penalty: 2216.797363
	Iteration 7Q: 3 clusters Score -210128.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -210136.625000 Penalty: 2216.797363
	Iteration 8Q: 3 clusters Score -210136.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -210141.953125 Penalty: 2216.797363
	Iteration 9Q: 3 clusters Score -210142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -210149.265625 Penalty: 2216.797363
	Iteration 10Q: 3 clusters Score -210149.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -210155.000000 Penalty: 2216.797363
	Iteration 11Q: 3 clusters Score -210155 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -210159.671875 Penalty: 2216.797363
	Iteration 12Q: 3 clusters Score -210159.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -210160.812500 Penalty: 2216.797363
	Iteration 13Q: 3 clusters Score -210160.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -210161.984375 Penalty: 2216.797363
	Iteration 14Q: 3 clusters Score -210162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -210163.062500 Penalty: 2216.797363
	Iteration 15Q: 3 clusters Score -210163.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -210163.062500 Penalty: 2216.797363
	Iteration 16F: 3 clusters Score -210163.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (40121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40121 members 
Entering Unmasked Estep 
Score: -4886690.500000 Penalty: 1577.228760
	Iteration 0F: 2 clusters Score -4886690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -4860638.000000 Penalty: 3154.457520
	Iteration 0F: 3 clusters Score -4860638 nChanged 18345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -4870778.000000 Penalty: 3154.457520
	Iteration 1F: 3 clusters Score -4870778 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -4871383.000000 Penalty: 3154.457520
	Iteration 2Q: 3 clusters Score -4871383 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21793 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -4871941.500000 Penalty: 3154.457520
	Iteration 3Q: 3 clusters Score -4871942 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -4872586.000000 Penalty: 3154.457520
	Iteration 4Q: 3 clusters Score -4872586 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -4873448.500000 Penalty: 3154.457520
	Iteration 5Q: 3 clusters Score -4873448 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25166 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -4874671.000000 Penalty: 3154.457520
	Iteration 6F: 3 clusters Score -4874671 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26998 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -4876189.500000 Penalty: 3154.457520
	Iteration 7F: 3 clusters Score -4876190 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29055 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -4878014.500000 Penalty: 3154.457520
	Iteration 8F: 3 clusters Score -4878014 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31157 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -4879945.500000 Penalty: 3154.457520
	Iteration 9F: 3 clusters Score -4879946 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32986 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -4881649.000000 Penalty: 3154.457520
	Iteration 10F: 3 clusters Score -4881649 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34309 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -4882935.500000 Penalty: 3154.457520
	Iteration 11Q: 3 clusters Score -4882936 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35230 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -4883816.000000 Penalty: 3154.457520
	Iteration 12Q: 3 clusters Score -4883816 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35922 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -4884373.000000 Penalty: 3154.457520
	Iteration 13Q: 3 clusters Score -4884373 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36433 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -4884790.000000 Penalty: 3154.457520
	Iteration 14Q: 3 clusters Score -4884790 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36855 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -4885144.000000 Penalty: 3154.457520
	Iteration 15Q: 3 clusters Score -4885144 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37156 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -4885371.000000 Penalty: 3154.457520
	Iteration 16Q: 3 clusters Score -4885371 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37385 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -4885512.500000 Penalty: 3154.457520
	Iteration 17Q: 3 clusters Score -4885512 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37572 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -4885593.000000 Penalty: 3154.457520
	Iteration 18Q: 3 clusters Score -4885593 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37711 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -4885658.500000 Penalty: 3154.457520
	Iteration 19Q: 3 clusters Score -4885658 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37813 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -4885709.500000 Penalty: 3154.457520
	Iteration 20F: 3 clusters Score -4885710 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37914 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -4885747.000000 Penalty: 3154.457520
	Iteration 21Q: 3 clusters Score -4885747 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37988 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -4885774.500000 Penalty: 3154.457520
	Iteration 22Q: 3 clusters Score -4885774 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38051 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -4885800.000000 Penalty: 3154.457520
	Iteration 23Q: 3 clusters Score -4885800 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38107 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -4885824.000000 Penalty: 3154.457520
	Iteration 24Q: 3 clusters Score -4885824 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38163 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -4885844.500000 Penalty: 3154.457520
	Iteration 25Q: 3 clusters Score -4885844 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38200 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -4885848.000000 Penalty: 3154.457520
	Iteration 26Q: 3 clusters Score -4885848 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38236 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -4885861.500000 Penalty: 3154.457520
	Iteration 27Q: 3 clusters Score -4885862 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38262 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -4885871.000000 Penalty: 3154.457520
	Iteration 28Q: 3 clusters Score -4885871 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38282 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -4885884.000000 Penalty: 3154.457520
	Iteration 29Q: 3 clusters Score -4885884 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38303 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -4885882.000000 Penalty: 3154.457520
	Iteration 30Q: 3 clusters Score -4885882 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38321 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -4885884.000000 Penalty: 3154.457520
	Iteration 31Q: 3 clusters Score -4885884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38326 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -4885884.000000 Penalty: 3154.457520
	Iteration 32Q: 3 clusters Score -4885884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38330 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -4885886.000000 Penalty: 3154.457520
	Iteration 33Q: 3 clusters Score -4885886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38333 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -4885889.500000 Penalty: 3154.457520
	Iteration 34Q: 3 clusters Score -4885890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38334 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -4885887.000000 Penalty: 3154.457520
	Iteration 35Q: 3 clusters Score -4885887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38334 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -4885887.000000 Penalty: 3154.457520
	Iteration 36F: 3 clusters Score -4885887 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Entering Unmasked Estep 
Score: -1214570.875000 Penalty: 1371.949829
	Iteration 0F: 2 clusters Score -1214571 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1207773.125000 Penalty: 2743.899658
	Iteration 0F: 3 clusters Score -1207773 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1209958.375000 Penalty: 2743.899658
	Iteration 1F: 3 clusters Score -1209958 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1210267.250000 Penalty: 2743.899658
	Iteration 2F: 3 clusters Score -1210267 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1210485.625000 Penalty: 2743.899658
	Iteration 3F: 3 clusters Score -1210486 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1210705.500000 Penalty: 2743.899658
	Iteration 4Q: 3 clusters Score -1210706 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1210922.500000 Penalty: 2743.899658
	Iteration 5Q: 3 clusters Score -1210922 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1211171.625000 Penalty: 2743.899658
	Iteration 6Q: 3 clusters Score -1211172 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1211380.375000 Penalty: 2743.899658
	Iteration 7Q: 3 clusters Score -1211380 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1211569.875000 Penalty: 2743.899658
	Iteration 8Q: 3 clusters Score -1211570 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1211731.500000 Penalty: 2743.899658
	Iteration 9Q: 3 clusters Score -1211732 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1211903.250000 Penalty: 2743.899658
	Iteration 10Q: 3 clusters Score -1211903 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1212084.250000 Penalty: 2743.899658
	Iteration 11Q: 3 clusters Score -1212084 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1212259.750000 Penalty: 2743.899658
	Iteration 12Q: 3 clusters Score -1212260 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1212439.500000 Penalty: 2743.899658
	Iteration 13Q: 3 clusters Score -1212440 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1212607.375000 Penalty: 2743.899658
	Iteration 14Q: 3 clusters Score -1212607 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1212775.875000 Penalty: 2743.899658
	Iteration 15Q: 3 clusters Score -1212776 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1212932.500000 Penalty: 2743.899658
	Iteration 16Q: 3 clusters Score -1212932 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1213069.750000 Penalty: 2743.899658
	Iteration 17Q: 3 clusters Score -1213070 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1213194.625000 Penalty: 2743.899658
	Iteration 18Q: 3 clusters Score -1213195 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1213291.375000 Penalty: 2743.899658
	Iteration 19Q: 3 clusters Score -1213291 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1213367.500000 Penalty: 2743.899658
	Iteration 20F: 3 clusters Score -1213368 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1213444.375000 Penalty: 2743.899658
	Iteration 21Q: 3 clusters Score -1213444 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1213508.625000 Penalty: 2743.899658
	Iteration 22Q: 3 clusters Score -1213509 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1213551.000000 Penalty: 2743.899658
	Iteration 23Q: 3 clusters Score -1213551 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1213591.375000 Penalty: 2743.899658
	Iteration 24Q: 3 clusters Score -1213591 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1213620.125000 Penalty: 2743.899658
	Iteration 25Q: 3 clusters Score -1213620 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1213648.375000 Penalty: 2743.899658
	Iteration 26Q: 3 clusters Score -1213648 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1213680.000000 Penalty: 2743.899658
	Iteration 27Q: 3 clusters Score -1213680 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1213706.000000 Penalty: 2743.899658
	Iteration 28Q: 3 clusters Score -1213706 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1213734.125000 Penalty: 2743.899658
	Iteration 29Q: 3 clusters Score -1213734 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1213757.125000 Penalty: 2743.899658
	Iteration 30Q: 3 clusters Score -1213757 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1213774.625000 Penalty: 2743.899658
	Iteration 31Q: 3 clusters Score -1213775 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1213782.000000 Penalty: 2743.899658
	Iteration 32Q: 3 clusters Score -1213782 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1213789.875000 Penalty: 2743.899658
	Iteration 33Q: 3 clusters Score -1213790 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1213799.875000 Penalty: 2743.899658
	Iteration 34Q: 3 clusters Score -1213800 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1213807.625000 Penalty: 2743.899658
	Iteration 35Q: 3 clusters Score -1213808 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1213819.125000 Penalty: 2743.899658
	Iteration 36Q: 3 clusters Score -1213819 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1213830.625000 Penalty: 2743.899658
	Iteration 37Q: 3 clusters Score -1213831 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1213842.625000 Penalty: 2743.899658
	Iteration 38Q: 3 clusters Score -1213843 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1213846.375000 Penalty: 2743.899658
	Iteration 39Q: 3 clusters Score -1213846 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1213852.625000 Penalty: 2743.899658
	Iteration 40F: 3 clusters Score -1213853 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1213857.125000 Penalty: 2743.899658
	Iteration 41Q: 3 clusters Score -1213857 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1213854.125000 Penalty: 2743.899658
	Iteration 42Q: 3 clusters Score -1213854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1213857.375000 Penalty: 2743.899658
	Iteration 43Q: 3 clusters Score -1213857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1213858.125000 Penalty: 2743.899658
	Iteration 44Q: 3 clusters Score -1213858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1213857.750000 Penalty: 2743.899658
	Iteration 45Q: 3 clusters Score -1213858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1213858.750000 Penalty: 2743.899658
	Iteration 46Q: 3 clusters Score -1213859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1213859.375000 Penalty: 2743.899658
	Iteration 47Q: 3 clusters Score -1213859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1213860.125000 Penalty: 2743.899658
	Iteration 48Q: 3 clusters Score -1213860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1213860.125000 Penalty: 2743.899658
	Iteration 49Q: 3 clusters Score -1213860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1213861.500000 Penalty: 2743.899658
	Iteration 50Q: 3 clusters Score -1213862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1213861.500000 Penalty: 2743.899658
	Iteration 51F: 3 clusters Score -1213862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (38319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38319 members 
Entering Unmasked Estep 
Score: -4719421.000000 Penalty: 1570.390747
	Iteration 0F: 2 clusters Score -4719421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -4694422.000000 Penalty: 3140.781494
	Iteration 0F: 3 clusters Score -4694422 nChanged 17730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -4704225.000000 Penalty: 3140.781494
	Iteration 1F: 3 clusters Score -4704225 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 20215 members 
Entering Unmasked Estep 
Score: -4704915.000000 Penalty: 3140.781494
	Iteration 2Q: 3 clusters Score -4704915 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -4705597.500000 Penalty: 3140.781494
	Iteration 3Q: 3 clusters Score -4705598 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -4706310.500000 Penalty: 3140.781494
	Iteration 4Q: 3 clusters Score -4706310 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -4707090.500000 Penalty: 3140.781494
	Iteration 5Q: 3 clusters Score -4707090 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 23150 members 
Entering Unmasked Estep 
Score: -4707955.500000 Penalty: 3140.781494
	Iteration 6Q: 3 clusters Score -4707956 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 24307 members 
Entering Unmasked Estep 
Score: -4708971.000000 Penalty: 3140.781494
	Iteration 7Q: 3 clusters Score -4708971 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 25587 members 
Entering Unmasked Estep 
Score: -4710085.500000 Penalty: 3140.781494
	Iteration 8Q: 3 clusters Score -4710086 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 26977 members 
Entering Unmasked Estep 
Score: -4711283.000000 Penalty: 3140.781494
	Iteration 9Q: 3 clusters Score -4711283 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 28378 members 
Entering Unmasked Estep 
Score: -4712474.000000 Penalty: 3140.781494
	Iteration 10Q: 3 clusters Score -4712474 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 29663 members 
Entering Unmasked Estep 
Score: -4713588.500000 Penalty: 3140.781494
	Iteration 11Q: 3 clusters Score -4713588 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 30786 members 
Entering Unmasked Estep 
Score: -4714550.000000 Penalty: 3140.781494
	Iteration 12Q: 3 clusters Score -4714550 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 31739 members 
Entering Unmasked Estep 
Score: -4715327.500000 Penalty: 3140.781494
	Iteration 13Q: 3 clusters Score -4715328 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 32532 members 
Entering Unmasked Estep 
Score: -4715890.500000 Penalty: 3140.781494
	Iteration 14Q: 3 clusters Score -4715890 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 33225 members 
Entering Unmasked Estep 
Score: -4716386.500000 Penalty: 3140.781494
	Iteration 15Q: 3 clusters Score -4716386 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 33810 members 
Entering Unmasked Estep 
Score: -4716752.000000 Penalty: 3140.781494
	Iteration 16Q: 3 clusters Score -4716752 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 34310 members 
Entering Unmasked Estep 
Score: -4717034.000000 Penalty: 3140.781494
	Iteration 17Q: 3 clusters Score -4717034 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 34755 members 
Entering Unmasked Estep 
Score: -4717275.500000 Penalty: 3140.781494
	Iteration 18Q: 3 clusters Score -4717276 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 35112 members 
Entering Unmasked Estep 
Score: -4717464.000000 Penalty: 3140.781494
	Iteration 19Q: 3 clusters Score -4717464 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 35405 members 
Entering Unmasked Estep 
Score: -4717627.000000 Penalty: 3140.781494
	Iteration 20F: 3 clusters Score -4717627 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 35650 members 
Entering Unmasked Estep 
Score: -4717737.000000 Penalty: 3140.781494
	Iteration 21Q: 3 clusters Score -4717737 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 35877 members 
Entering Unmasked Estep 
Score: -4717851.500000 Penalty: 3140.781494
	Iteration 22Q: 3 clusters Score -4717852 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 36051 members 
Entering Unmasked Estep 
Score: -4717917.500000 Penalty: 3140.781494
	Iteration 23Q: 3 clusters Score -4717918 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 36213 members 
Entering Unmasked Estep 
Score: -4717983.500000 Penalty: 3140.781494
	Iteration 24Q: 3 clusters Score -4717984 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 36360 members 
Entering Unmasked Estep 
Score: -4718064.000000 Penalty: 3140.781494
	Iteration 25Q: 3 clusters Score -4718064 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 36470 members 
Entering Unmasked Estep 
Score: -4718099.500000 Penalty: 3140.781494
	Iteration 26Q: 3 clusters Score -4718100 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 36551 members 
Entering Unmasked Estep 
Score: -4718136.500000 Penalty: 3140.781494
	Iteration 27Q: 3 clusters Score -4718136 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 36617 members 
Entering Unmasked Estep 
Score: -4718157.500000 Penalty: 3140.781494
	Iteration 28Q: 3 clusters Score -4718158 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 36673 members 
Entering Unmasked Estep 
Score: -4718189.500000 Penalty: 3140.781494
	Iteration 29Q: 3 clusters Score -4718190 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 36720 members 
Entering Unmasked Estep 
Score: -4718189.500000 Penalty: 3140.781494
	Iteration 30Q: 3 clusters Score -4718190 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 36753 members 
Entering Unmasked Estep 
Score: -4718188.500000 Penalty: 3140.781494
	Iteration 31Q: 3 clusters Score -4718188 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 36793 members 
Entering Unmasked Estep 
Score: -4718200.000000 Penalty: 3140.781494
	Iteration 32Q: 3 clusters Score -4718200 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 36831 members 
Entering Unmasked Estep 
Score: -4718212.000000 Penalty: 3140.781494
	Iteration 33Q: 3 clusters Score -4718212 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 36861 members 
Entering Unmasked Estep 
Score: -4718223.000000 Penalty: 3140.781494
	Iteration 34Q: 3 clusters Score -4718223 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 36888 members 
Entering Unmasked Estep 
Score: -4718231.000000 Penalty: 3140.781494
	Iteration 35Q: 3 clusters Score -4718231 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 36923 members 
Entering Unmasked Estep 
Score: -4718255.000000 Penalty: 3140.781494
	Iteration 36Q: 3 clusters Score -4718255 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 36946 members 
Entering Unmasked Estep 
Score: -4718258.000000 Penalty: 3140.781494
	Iteration 37Q: 3 clusters Score -4718258 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 36970 members 
Entering Unmasked Estep 
Score: -4718270.000000 Penalty: 3140.781494
	Iteration 38Q: 3 clusters Score -4718270 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 36993 members 
Entering Unmasked Estep 
Score: -4718269.500000 Penalty: 3140.781494
	Iteration 39Q: 3 clusters Score -4718270 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 37019 members 
Entering Unmasked Estep 
Score: -4718277.500000 Penalty: 3140.781494
	Iteration 40F: 3 clusters Score -4718278 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 37043 members 
Entering Unmasked Estep 
Score: -4718292.000000 Penalty: 3140.781494
	Iteration 41Q: 3 clusters Score -4718292 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 37070 members 
Entering Unmasked Estep 
Score: -4718304.500000 Penalty: 3140.781494
	Iteration 42Q: 3 clusters Score -4718304 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 37095 members 
Entering Unmasked Estep 
Score: -4718317.500000 Penalty: 3140.781494
	Iteration 43Q: 3 clusters Score -4718318 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 37119 members 
Entering Unmasked Estep 
Score: -4718325.500000 Penalty: 3140.781494
	Iteration 44Q: 3 clusters Score -4718326 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 37141 members 
Entering Unmasked Estep 
Score: -4718326.500000 Penalty: 3140.781494
	Iteration 45Q: 3 clusters Score -4718326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 37150 members 
Entering Unmasked Estep 
Score: -4718334.500000 Penalty: 3140.781494
	Iteration 46Q: 3 clusters Score -4718334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 37160 members 
Entering Unmasked Estep 
Score: -4718337.500000 Penalty: 3140.781494
	Iteration 47Q: 3 clusters Score -4718338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 37171 members 
Entering Unmasked Estep 
Score: -4718342.500000 Penalty: 3140.781494
	Iteration 48Q: 3 clusters Score -4718342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 37180 members 
Entering Unmasked Estep 
Score: -4718347.500000 Penalty: 3140.781494
	Iteration 49Q: 3 clusters Score -4718348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 37187 members 
Entering Unmasked Estep 
Score: -4718352.500000 Penalty: 3140.781494
	Iteration 50Q: 3 clusters Score -4718352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 37190 members 
Entering Unmasked Estep 
Score: -4718353.500000 Penalty: 3140.781494
	Iteration 51Q: 3 clusters Score -4718354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 37197 members 
Entering Unmasked Estep 
Score: -4718358.000000 Penalty: 3140.781494
	Iteration 52Q: 3 clusters Score -4718358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 37203 members 
Entering Unmasked Estep 
Score: -4718358.000000 Penalty: 3140.781494
	Iteration 53Q: 3 clusters Score -4718358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 37208 members 
Entering Unmasked Estep 
Score: -4718357.500000 Penalty: 3140.781494
	Iteration 54Q: 3 clusters Score -4718358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 37210 members 
Entering Unmasked Estep 
Score: -4718363.500000 Penalty: 3140.781494
	Iteration 55Q: 3 clusters Score -4718364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 37217 members 
Entering Unmasked Estep 
Score: -4718361.000000 Penalty: 3140.781494
	Iteration 56Q: 3 clusters Score -4718361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 37217 members 
Entering Unmasked Estep 
Score: -4718367.500000 Penalty: 3140.781494
	Iteration 57Q: 3 clusters Score -4718368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 37221 members 
Entering Unmasked Estep 
Score: -4718369.500000 Penalty: 3140.781494
	Iteration 58Q: 3 clusters Score -4718370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 37223 members 
Entering Unmasked Estep 
Score: -4718369.500000 Penalty: 3140.781494
	Iteration 59Q: 3 clusters Score -4718370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 37223 members 
Entering Unmasked Estep 
Score: -4718369.500000 Penalty: 3140.781494
	Iteration 60F: 3 clusters Score -4718370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (31590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31590 members 
Entering Unmasked Estep 
Score: -3691528.500000 Penalty: 1541.656616
	Iteration 0F: 2 clusters Score -3691528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -3670969.250000 Penalty: 3083.313232
	Iteration 0F: 3 clusters Score -3670969 nChanged 14253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -3678705.250000 Penalty: 3083.313232
	Iteration 1F: 3 clusters Score -3678705 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -3679173.500000 Penalty: 3083.313232
	Iteration 2Q: 3 clusters Score -3679174 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -3679592.750000 Penalty: 3083.313232
	Iteration 3Q: 3 clusters Score -3679593 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -3679993.000000 Penalty: 3083.313232
	Iteration 4Q: 3 clusters Score -3679993 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -3680454.250000 Penalty: 3083.313232
	Iteration 5Q: 3 clusters Score -3680454 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
Score: -3681075.750000 Penalty: 3083.313232
	Iteration 6Q: 3 clusters Score -3681076 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
Score: -3681838.500000 Penalty: 3083.313232
	Iteration 7Q: 3 clusters Score -3681838 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 22296 members 
Entering Unmasked Estep 
Score: -3682936.250000 Penalty: 3083.313232
	Iteration 8F: 3 clusters Score -3682936 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 24240 members 
Entering Unmasked Estep 
Score: -3684470.500000 Penalty: 3083.313232
	Iteration 9F: 3 clusters Score -3684470 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 26279 members 
Entering Unmasked Estep 
Score: -3686258.250000 Penalty: 3083.313232
	Iteration 10F: 3 clusters Score -3686258 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 28088 members 
Entering Unmasked Estep 
Score: -3687959.500000 Penalty: 3083.313232
	Iteration 11F: 3 clusters Score -3687960 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 29370 members 
Entering Unmasked Estep 
Score: -3689148.500000 Penalty: 3083.313232
	Iteration 12Q: 3 clusters Score -3689148 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 30132 members 
Entering Unmasked Estep 
Score: -3689893.000000 Penalty: 3083.313232
	Iteration 13Q: 3 clusters Score -3689893 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 30500 members 
Entering Unmasked Estep 
Score: -3690228.750000 Penalty: 3083.313232
	Iteration 14Q: 3 clusters Score -3690229 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 30666 members 
Entering Unmasked Estep 
Score: -3690401.000000 Penalty: 3083.313232
	Iteration 15Q: 3 clusters Score -3690401 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 30771 members 
Entering Unmasked Estep 
Score: -3690500.000000 Penalty: 3083.313232
	Iteration 16Q: 3 clusters Score -3690500 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 30827 members 
Entering Unmasked Estep 
Score: -3690578.750000 Penalty: 3083.313232
	Iteration 17Q: 3 clusters Score -3690579 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 30866 members 
Entering Unmasked Estep 
Score: -3690627.000000 Penalty: 3083.313232
	Iteration 18Q: 3 clusters Score -3690627 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 30896 members 
Entering Unmasked Estep 
Score: -3690676.250000 Penalty: 3083.313232
	Iteration 19Q: 3 clusters Score -3690676 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 30922 members 
Entering Unmasked Estep 
Score: -3690712.250000 Penalty: 3083.313232
	Iteration 20F: 3 clusters Score -3690712 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 30937 members 
Entering Unmasked Estep 
Score: -3690747.750000 Penalty: 3083.313232
	Iteration 21Q: 3 clusters Score -3690748 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 30955 members 
Entering Unmasked Estep 
Score: -3690802.750000 Penalty: 3083.313232
	Iteration 22Q: 3 clusters Score -3690803 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 30964 members 
Entering Unmasked Estep 
Score: -3690841.500000 Penalty: 3083.313232
	Iteration 23Q: 3 clusters Score -3690842 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 30973 members 
Entering Unmasked Estep 
Score: -3690875.750000 Penalty: 3083.313232
	Iteration 24Q: 3 clusters Score -3690876 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 30976 members 
Entering Unmasked Estep 
Score: -3690908.750000 Penalty: 3083.313232
	Iteration 25Q: 3 clusters Score -3690909 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 30969 members 
Entering Unmasked Estep 
Score: -3690929.250000 Penalty: 3083.313232
	Iteration 26Q: 3 clusters Score -3690929 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 30956 members 
Entering Unmasked Estep 
Score: -3690941.250000 Penalty: 3083.313232
	Iteration 27Q: 3 clusters Score -3690941 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 30954 members 
Entering Unmasked Estep 
Score: -3690963.000000 Penalty: 3083.313232
	Iteration 28Q: 3 clusters Score -3690963 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 30950 members 
Entering Unmasked Estep 
Score: -3690975.500000 Penalty: 3083.313232
	Iteration 29Q: 3 clusters Score -3690976 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 30942 members 
Entering Unmasked Estep 
Score: -3690990.250000 Penalty: 3083.313232
	Iteration 30Q: 3 clusters Score -3690990 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 30935 members 
Entering Unmasked Estep 
Score: -3691001.500000 Penalty: 3083.313232
	Iteration 31Q: 3 clusters Score -3691002 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 30930 members 
Entering Unmasked Estep 
Score: -3691014.750000 Penalty: 3083.313232
	Iteration 32Q: 3 clusters Score -3691015 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 30931 members 
Entering Unmasked Estep 
Score: -3691029.750000 Penalty: 3083.313232
	Iteration 33Q: 3 clusters Score -3691030 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 30927 members 
Entering Unmasked Estep 
Score: -3691027.750000 Penalty: 3083.313232
	Iteration 34Q: 3 clusters Score -3691028 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 30914 members 
Entering Unmasked Estep 
Score: -3691048.250000 Penalty: 3083.313232
	Iteration 35Q: 3 clusters Score -3691048 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 30905 members 
Entering Unmasked Estep 
Score: -3691049.250000 Penalty: 3083.313232
	Iteration 36Q: 3 clusters Score -3691049 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 30902 members 
Entering Unmasked Estep 
Score: -3691055.750000 Penalty: 3083.313232
	Iteration 37Q: 3 clusters Score -3691056 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 30885 members 
Entering Unmasked Estep 
Score: -3691069.500000 Penalty: 3083.313232
	Iteration 38Q: 3 clusters Score -3691070 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 30873 members 
Entering Unmasked Estep 
Score: -3691084.750000 Penalty: 3083.313232
	Iteration 39Q: 3 clusters Score -3691085 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 30860 members 
Entering Unmasked Estep 
Score: -3691104.500000 Penalty: 3083.313232
	Iteration 40F: 3 clusters Score -3691104 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 30854 members 
Entering Unmasked Estep 
Score: -3691128.000000 Penalty: 3083.313232
	Iteration 41Q: 3 clusters Score -3691128 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 30833 members 
Entering Unmasked Estep 
Score: -3691148.000000 Penalty: 3083.313232
	Iteration 42Q: 3 clusters Score -3691148 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 30818 members 
Entering Unmasked Estep 
Score: -3691168.000000 Penalty: 3083.313232
	Iteration 43Q: 3 clusters Score -3691168 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 30803 members 
Entering Unmasked Estep 
Score: -3691191.500000 Penalty: 3083.313232
	Iteration 44Q: 3 clusters Score -3691192 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 30783 members 
Entering Unmasked Estep 
Score: -3691216.250000 Penalty: 3083.313232
	Iteration 45Q: 3 clusters Score -3691216 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 30752 members 
Entering Unmasked Estep 
Score: -3691228.500000 Penalty: 3083.313232
	Iteration 46Q: 3 clusters Score -3691228 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 30733 members 
Entering Unmasked Estep 
Score: -3691239.750000 Penalty: 3083.313232
	Iteration 47Q: 3 clusters Score -3691240 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 30713 members 
Entering Unmasked Estep 
Score: -3691251.750000 Penalty: 3083.313232
	Iteration 48Q: 3 clusters Score -3691252 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 30691 members 
Entering Unmasked Estep 
Score: -3691269.000000 Penalty: 3083.313232
	Iteration 49Q: 3 clusters Score -3691269 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 30671 members 
Entering Unmasked Estep 
Score: -3691285.250000 Penalty: 3083.313232
	Iteration 50Q: 3 clusters Score -3691285 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 30646 members 
Entering Unmasked Estep 
Score: -3691290.000000 Penalty: 3083.313232
	Iteration 51Q: 3 clusters Score -3691290 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 30635 members 
Entering Unmasked Estep 
Score: -3691297.000000 Penalty: 3083.313232
	Iteration 52Q: 3 clusters Score -3691297 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 30628 members 
Entering Unmasked Estep 
Score: -3691303.750000 Penalty: 3083.313232
	Iteration 53Q: 3 clusters Score -3691304 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 30624 members 
Entering Unmasked Estep 
Score: -3691309.250000 Penalty: 3083.313232
	Iteration 54Q: 3 clusters Score -3691309 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 30620 members 
Entering Unmasked Estep 
Score: -3691315.000000 Penalty: 3083.313232
	Iteration 55Q: 3 clusters Score -3691315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 30616 members 
Entering Unmasked Estep 
Score: -3691318.500000 Penalty: 3083.313232
	Iteration 56Q: 3 clusters Score -3691318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 30610 members 
Entering Unmasked Estep 
Score: -3691322.250000 Penalty: 3083.313232
	Iteration 57Q: 3 clusters Score -3691322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 30608 members 
Entering Unmasked Estep 
Score: -3691321.250000 Penalty: 3083.313232
	Iteration 58Q: 3 clusters Score -3691321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 30608 members 
Entering Unmasked Estep 
Score: -3691321.250000 Penalty: 3083.313232
	Iteration 59F: 3 clusters Score -3691321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Entering Unmasked Estep 
Score: -481735.375000 Penalty: 1239.021729
	Iteration 0F: 2 clusters Score -481735.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -478598.843750 Penalty: 2478.043457
	Iteration 0F: 3 clusters Score -478598.8 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -479542.187500 Penalty: 2478.043457
	Iteration 1F: 3 clusters Score -479542.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -479766.812500 Penalty: 2478.043457
	Iteration 2F: 3 clusters Score -479766.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -479924.843750 Penalty: 2478.043457
	Iteration 3F: 3 clusters Score -479924.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -480036.843750 Penalty: 2478.043457
	Iteration 4Q: 3 clusters Score -480036.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -480124.468750 Penalty: 2478.043457
	Iteration 5Q: 3 clusters Score -480124.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -480197.687500 Penalty: 2478.043457
	Iteration 6Q: 3 clusters Score -480197.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -480255.062500 Penalty: 2478.043457
	Iteration 7Q: 3 clusters Score -480255.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -480296.156250 Penalty: 2478.043457
	Iteration 8Q: 3 clusters Score -480296.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -480335.062500 Penalty: 2478.043457
	Iteration 9Q: 3 clusters Score -480335.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -480367.156250 Penalty: 2478.043457
	Iteration 10Q: 3 clusters Score -480367.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -480395.218750 Penalty: 2478.043457
	Iteration 11Q: 3 clusters Score -480395.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -480416.125000 Penalty: 2478.043457
	Iteration 12Q: 3 clusters Score -480416.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -480436.531250 Penalty: 2478.043457
	Iteration 13Q: 3 clusters Score -480436.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -480450.218750 Penalty: 2478.043457
	Iteration 14Q: 3 clusters Score -480450.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -480466.218750 Penalty: 2478.043457
	Iteration 15Q: 3 clusters Score -480466.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -480479.906250 Penalty: 2478.043457
	Iteration 16Q: 3 clusters Score -480479.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -480490.500000 Penalty: 2478.043457
	Iteration 17Q: 3 clusters Score -480490.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -480501.687500 Penalty: 2478.043457
	Iteration 18Q: 3 clusters Score -480501.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -480507.781250 Penalty: 2478.043457
	Iteration 19Q: 3 clusters Score -480507.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -480514.875000 Penalty: 2478.043457
	Iteration 20F: 3 clusters Score -480514.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -480520.593750 Penalty: 2478.043457
	Iteration 21Q: 3 clusters Score -480520.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -480526.406250 Penalty: 2478.043457
	Iteration 22Q: 3 clusters Score -480526.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -480527.968750 Penalty: 2478.043457
	Iteration 23Q: 3 clusters Score -480528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -480529.406250 Penalty: 2478.043457
	Iteration 24Q: 3 clusters Score -480529.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -480531.531250 Penalty: 2478.043457
	Iteration 25Q: 3 clusters Score -480531.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -480533.593750 Penalty: 2478.043457
	Iteration 26Q: 3 clusters Score -480533.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -480534.406250 Penalty: 2478.043457
	Iteration 27Q: 3 clusters Score -480534.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -480534.906250 Penalty: 2478.043457
	Iteration 28Q: 3 clusters Score -480534.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -480535.281250 Penalty: 2478.043457
	Iteration 29Q: 3 clusters Score -480535.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -480535.375000 Penalty: 2478.043457
	Iteration 30Q: 3 clusters Score -480535.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -480535.187500 Penalty: 2478.043457
	Iteration 31Q: 3 clusters Score -480535.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -480535.281250 Penalty: 2478.043457
	Iteration 32Q: 3 clusters Score -480535.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -480536.250000 Penalty: 2478.043457
	Iteration 33Q: 3 clusters Score -480536.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -480538.187500 Penalty: 2478.043457
	Iteration 34Q: 3 clusters Score -480538.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -480541.843750 Penalty: 2478.043457
	Iteration 35Q: 3 clusters Score -480541.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -480542.406250 Penalty: 2478.043457
	Iteration 36Q: 3 clusters Score -480542.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -480543.250000 Penalty: 2478.043457
	Iteration 37Q: 3 clusters Score -480543.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -480543.406250 Penalty: 2478.043457
	Iteration 38Q: 3 clusters Score -480543.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -480543.593750 Penalty: 2478.043457
	Iteration 39Q: 3 clusters Score -480543.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -480543.593750 Penalty: 2478.043457
	Iteration 40F: 3 clusters Score -480543.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Entering Unmasked Estep 
Score: -826117.625000 Penalty: 1315.586060
	Iteration 0F: 2 clusters Score -826117.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -821256.937500 Penalty: 2631.172119
	Iteration 0F: 3 clusters Score -821256.9 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -822731.250000 Penalty: 2631.172119
	Iteration 1F: 3 clusters Score -822731.2 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -822966.500000 Penalty: 2631.172119
	Iteration 2F: 3 clusters Score -822966.5 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -823139.000000 Penalty: 2631.172119
	Iteration 3F: 3 clusters Score -823139 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -823272.750000 Penalty: 2631.172119
	Iteration 4Q: 3 clusters Score -823272.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -823394.562500 Penalty: 2631.172119
	Iteration 5Q: 3 clusters Score -823394.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -823506.875000 Penalty: 2631.172119
	Iteration 6Q: 3 clusters Score -823506.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -823613.187500 Penalty: 2631.172119
	Iteration 7Q: 3 clusters Score -823613.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -823737.437500 Penalty: 2631.172119
	Iteration 8Q: 3 clusters Score -823737.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -823851.625000 Penalty: 2631.172119
	Iteration 9Q: 3 clusters Score -823851.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -823976.875000 Penalty: 2631.172119
	Iteration 10Q: 3 clusters Score -823976.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -824135.312500 Penalty: 2631.172119
	Iteration 11Q: 3 clusters Score -824135.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -824310.500000 Penalty: 2631.172119
	Iteration 12Q: 3 clusters Score -824310.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -824485.312500 Penalty: 2631.172119
	Iteration 13Q: 3 clusters Score -824485.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -824621.625000 Penalty: 2631.172119
	Iteration 14Q: 3 clusters Score -824621.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -824758.937500 Penalty: 2631.172119
	Iteration 15Q: 3 clusters Score -824758.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -824860.875000 Penalty: 2631.172119
	Iteration 16Q: 3 clusters Score -824860.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -824922.125000 Penalty: 2631.172119
	Iteration 17Q: 3 clusters Score -824922.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -824972.000000 Penalty: 2631.172119
	Iteration 18Q: 3 clusters Score -824972 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -825014.937500 Penalty: 2631.172119
	Iteration 19Q: 3 clusters Score -825014.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -825049.562500 Penalty: 2631.172119
	Iteration 20F: 3 clusters Score -825049.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -825071.875000 Penalty: 2631.172119
	Iteration 21Q: 3 clusters Score -825071.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -825089.187500 Penalty: 2631.172119
	Iteration 22Q: 3 clusters Score -825089.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -825100.500000 Penalty: 2631.172119
	Iteration 23Q: 3 clusters Score -825100.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -825110.625000 Penalty: 2631.172119
	Iteration 24Q: 3 clusters Score -825110.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -825117.062500 Penalty: 2631.172119
	Iteration 25Q: 3 clusters Score -825117.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -825119.062500 Penalty: 2631.172119
	Iteration 26Q: 3 clusters Score -825119.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -825125.437500 Penalty: 2631.172119
	Iteration 27Q: 3 clusters Score -825125.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -825127.875000 Penalty: 2631.172119
	Iteration 28Q: 3 clusters Score -825127.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -825132.687500 Penalty: 2631.172119
	Iteration 29Q: 3 clusters Score -825132.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -825139.687500 Penalty: 2631.172119
	Iteration 30Q: 3 clusters Score -825139.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -825144.187500 Penalty: 2631.172119
	Iteration 31Q: 3 clusters Score -825144.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -825149.375000 Penalty: 2631.172119
	Iteration 32Q: 3 clusters Score -825149.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -825149.437500 Penalty: 2631.172119
	Iteration 33Q: 3 clusters Score -825149.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -825151.125000 Penalty: 2631.172119
	Iteration 34Q: 3 clusters Score -825151.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -825154.500000 Penalty: 2631.172119
	Iteration 35Q: 3 clusters Score -825154.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -825153.625000 Penalty: 2631.172119
	Iteration 36Q: 3 clusters Score -825153.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -825154.500000 Penalty: 2631.172119
	Iteration 37Q: 3 clusters Score -825154.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -825155.312500 Penalty: 2631.172119
	Iteration 38Q: 3 clusters Score -825155.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -825155.937500 Penalty: 2631.172119
	Iteration 39Q: 3 clusters Score -825155.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -825157.812500 Penalty: 2631.172119
	Iteration 40F: 3 clusters Score -825157.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Entering Unmasked Estep 
Score: -1042312.250000 Penalty: 1348.729492
	Iteration 0F: 2 clusters Score -1042312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1036435.062500 Penalty: 2697.458984
	Iteration 0F: 3 clusters Score -1036435 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1038241.937500 Penalty: 2697.458984
	Iteration 1F: 3 clusters Score -1038242 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1038504.687500 Penalty: 2697.458984
	Iteration 2F: 3 clusters Score -1038505 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1038675.687500 Penalty: 2697.458984
	Iteration 3Q: 3 clusters Score -1038676 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1038822.937500 Penalty: 2697.458984
	Iteration 4Q: 3 clusters Score -1038823 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1038961.437500 Penalty: 2697.458984
	Iteration 5Q: 3 clusters Score -1038961 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1039076.812500 Penalty: 2697.458984
	Iteration 6Q: 3 clusters Score -1039077 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1039191.187500 Penalty: 2697.458984
	Iteration 7Q: 3 clusters Score -1039191 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1039306.625000 Penalty: 2697.458984
	Iteration 8Q: 3 clusters Score -1039307 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1039424.812500 Penalty: 2697.458984
	Iteration 9Q: 3 clusters Score -1039425 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1039521.625000 Penalty: 2697.458984
	Iteration 10Q: 3 clusters Score -1039522 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1039630.125000 Penalty: 2697.458984
	Iteration 11Q: 3 clusters Score -1039630 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1039715.125000 Penalty: 2697.458984
	Iteration 12Q: 3 clusters Score -1039715 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1039791.250000 Penalty: 2697.458984
	Iteration 13Q: 3 clusters Score -1039791 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1039892.687500 Penalty: 2697.458984
	Iteration 14Q: 3 clusters Score -1039893 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1040004.687500 Penalty: 2697.458984
	Iteration 15Q: 3 clusters Score -1040005 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1040104.937500 Penalty: 2697.458984
	Iteration 16Q: 3 clusters Score -1040105 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1040211.187500 Penalty: 2697.458984
	Iteration 17Q: 3 clusters Score -1040211 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1040302.312500 Penalty: 2697.458984
	Iteration 18Q: 3 clusters Score -1040302 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1040380.875000 Penalty: 2697.458984
	Iteration 19Q: 3 clusters Score -1040381 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1040458.500000 Penalty: 2697.458984
	Iteration 20F: 3 clusters Score -1040458 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1040553.437500 Penalty: 2697.458984
	Iteration 21Q: 3 clusters Score -1040553 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1040644.437500 Penalty: 2697.458984
	Iteration 22Q: 3 clusters Score -1040644 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1040730.437500 Penalty: 2697.458984
	Iteration 23Q: 3 clusters Score -1040730 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1040800.500000 Penalty: 2697.458984
	Iteration 24Q: 3 clusters Score -1040800 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1040864.937500 Penalty: 2697.458984
	Iteration 25Q: 3 clusters Score -1040865 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1040917.000000 Penalty: 2697.458984
	Iteration 26Q: 3 clusters Score -1040917 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1040963.562500 Penalty: 2697.458984
	Iteration 27Q: 3 clusters Score -1040964 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1041008.250000 Penalty: 2697.458984
	Iteration 28Q: 3 clusters Score -1041008 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1041052.937500 Penalty: 2697.458984
	Iteration 29Q: 3 clusters Score -1041053 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1041085.062500 Penalty: 2697.458984
	Iteration 30Q: 3 clusters Score -1041085 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1041112.937500 Penalty: 2697.458984
	Iteration 31Q: 3 clusters Score -1041113 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1041129.687500 Penalty: 2697.458984
	Iteration 32Q: 3 clusters Score -1041130 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1041150.937500 Penalty: 2697.458984
	Iteration 33Q: 3 clusters Score -1041151 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1041169.500000 Penalty: 2697.458984
	Iteration 34Q: 3 clusters Score -1041170 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1041184.937500 Penalty: 2697.458984
	Iteration 35Q: 3 clusters Score -1041185 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1041195.750000 Penalty: 2697.458984
	Iteration 36Q: 3 clusters Score -1041196 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1041210.250000 Penalty: 2697.458984
	Iteration 37Q: 3 clusters Score -1041210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1041223.000000 Penalty: 2697.458984
	Iteration 38Q: 3 clusters Score -1041223 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1041230.062500 Penalty: 2697.458984
	Iteration 39Q: 3 clusters Score -1041230 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -1041244.312500 Penalty: 2697.458984
	Iteration 40F: 3 clusters Score -1041244 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1041251.687500 Penalty: 2697.458984
	Iteration 41Q: 3 clusters Score -1041252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1041259.125000 Penalty: 2697.458984
	Iteration 42Q: 3 clusters Score -1041259 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1041267.437500 Penalty: 2697.458984
	Iteration 43Q: 3 clusters Score -1041267 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1041272.312500 Penalty: 2697.458984
	Iteration 44Q: 3 clusters Score -1041272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1041281.500000 Penalty: 2697.458984
	Iteration 45Q: 3 clusters Score -1041282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1041287.125000 Penalty: 2697.458984
	Iteration 46Q: 3 clusters Score -1041287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1041289.000000 Penalty: 2697.458984
	Iteration 47Q: 3 clusters Score -1041289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1041290.937500 Penalty: 2697.458984
	Iteration 48Q: 3 clusters Score -1041291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1041293.437500 Penalty: 2697.458984
	Iteration 49Q: 3 clusters Score -1041293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1041295.437500 Penalty: 2697.458984
	Iteration 50Q: 3 clusters Score -1041295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1041296.812500 Penalty: 2697.458984
	Iteration 51Q: 3 clusters Score -1041297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1041299.625000 Penalty: 2697.458984
	Iteration 52Q: 3 clusters Score -1041300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1041300.500000 Penalty: 2697.458984
	Iteration 53Q: 3 clusters Score -1041300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1041303.562500 Penalty: 2697.458984
	Iteration 54Q: 3 clusters Score -1041304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1041307.062500 Penalty: 2697.458984
	Iteration 55Q: 3 clusters Score -1041307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1041308.000000 Penalty: 2697.458984
	Iteration 56Q: 3 clusters Score -1041308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1041309.812500 Penalty: 2697.458984
	Iteration 57Q: 3 clusters Score -1041310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1041310.875000 Penalty: 2697.458984
	Iteration 58Q: 3 clusters Score -1041311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -1041311.437500 Penalty: 2697.458984
	Iteration 59Q: 3 clusters Score -1041311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1041311.312500 Penalty: 2697.458984
	Iteration 60F: 3 clusters Score -1041311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1041312.312500 Penalty: 2697.458984
	Iteration 61Q: 3 clusters Score -1041312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1041311.937500 Penalty: 2697.458984
	Iteration 62Q: 3 clusters Score -1041312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1041311.937500 Penalty: 2697.458984
	Iteration 63F: 3 clusters Score -1041312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Entering Unmasked Estep 
Score: -562291.125000 Penalty: 1262.641968
	Iteration 0F: 2 clusters Score -562291.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -558692.687500 Penalty: 2525.283936
	Iteration 0F: 3 clusters Score -558692.7 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -559853.812500 Penalty: 2525.283936
	Iteration 1F: 3 clusters Score -559853.8 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -560139.687500 Penalty: 2525.283936
	Iteration 2F: 3 clusters Score -560139.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -560361.750000 Penalty: 2525.283936
	Iteration 3F: 3 clusters Score -560361.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -560566.062500 Penalty: 2525.283936
	Iteration 4Q: 3 clusters Score -560566.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -560723.750000 Penalty: 2525.283936
	Iteration 5Q: 3 clusters Score -560723.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -560833.125000 Penalty: 2525.283936
	Iteration 6Q: 3 clusters Score -560833.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -560939.375000 Penalty: 2525.283936
	Iteration 7Q: 3 clusters Score -560939.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -561050.062500 Penalty: 2525.283936
	Iteration 8Q: 3 clusters Score -561050.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -561132.437500 Penalty: 2525.283936
	Iteration 9Q: 3 clusters Score -561132.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -561193.812500 Penalty: 2525.283936
	Iteration 10Q: 3 clusters Score -561193.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -561262.125000 Penalty: 2525.283936
	Iteration 11Q: 3 clusters Score -561262.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -561336.562500 Penalty: 2525.283936
	Iteration 12Q: 3 clusters Score -561336.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -561395.187500 Penalty: 2525.283936
	Iteration 13Q: 3 clusters Score -561395.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -561437.625000 Penalty: 2525.283936
	Iteration 14Q: 3 clusters Score -561437.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -561477.687500 Penalty: 2525.283936
	Iteration 15Q: 3 clusters Score -561477.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -561529.562500 Penalty: 2525.283936
	Iteration 16Q: 3 clusters Score -561529.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -561613.062500 Penalty: 2525.283936
	Iteration 17Q: 3 clusters Score -561613.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -561734.875000 Penalty: 2525.283936
	Iteration 18Q: 3 clusters Score -561734.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -561846.562500 Penalty: 2525.283936
	Iteration 19Q: 3 clusters Score -561846.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -561921.812500 Penalty: 2525.283936
	Iteration 20F: 3 clusters Score -561921.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -561964.875000 Penalty: 2525.283936
	Iteration 21Q: 3 clusters Score -561964.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -561994.812500 Penalty: 2525.283936
	Iteration 22Q: 3 clusters Score -561994.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -562020.937500 Penalty: 2525.283936
	Iteration 23Q: 3 clusters Score -562020.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -562042.062500 Penalty: 2525.283936
	Iteration 24Q: 3 clusters Score -562042.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -562056.562500 Penalty: 2525.283936
	Iteration 25Q: 3 clusters Score -562056.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -562073.187500 Penalty: 2525.283936
	Iteration 26Q: 3 clusters Score -562073.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -562089.312500 Penalty: 2525.283936
	Iteration 27Q: 3 clusters Score -562089.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -562101.875000 Penalty: 2525.283936
	Iteration 28Q: 3 clusters Score -562101.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -562115.062500 Penalty: 2525.283936
	Iteration 29Q: 3 clusters Score -562115.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -562125.437500 Penalty: 2525.283936
	Iteration 30Q: 3 clusters Score -562125.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -562136.125000 Penalty: 2525.283936
	Iteration 31Q: 3 clusters Score -562136.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -562146.125000 Penalty: 2525.283936
	Iteration 32Q: 3 clusters Score -562146.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -562149.062500 Penalty: 2525.283936
	Iteration 33Q: 3 clusters Score -562149.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -562152.250000 Penalty: 2525.283936
	Iteration 34Q: 3 clusters Score -562152.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -562153.750000 Penalty: 2525.283936
	Iteration 35Q: 3 clusters Score -562153.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -562159.687500 Penalty: 2525.283936
	Iteration 36Q: 3 clusters Score -562159.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -562163.687500 Penalty: 2525.283936
	Iteration 37Q: 3 clusters Score -562163.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -562168.187500 Penalty: 2525.283936
	Iteration 38Q: 3 clusters Score -562168.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -562170.562500 Penalty: 2525.283936
	Iteration 39Q: 3 clusters Score -562170.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -562171.875000 Penalty: 2525.283936
	Iteration 40F: 3 clusters Score -562171.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -562174.562500 Penalty: 2525.283936
	Iteration 41Q: 3 clusters Score -562174.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -562177.562500 Penalty: 2525.283936
	Iteration 42Q: 3 clusters Score -562177.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -562179.687500 Penalty: 2525.283936
	Iteration 43Q: 3 clusters Score -562179.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -562181.312500 Penalty: 2525.283936
	Iteration 44Q: 3 clusters Score -562181.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -562182.125000 Penalty: 2525.283936
	Iteration 45Q: 3 clusters Score -562182.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -562184.250000 Penalty: 2525.283936
	Iteration 46Q: 3 clusters Score -562184.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -562185.375000 Penalty: 2525.283936
	Iteration 47Q: 3 clusters Score -562185.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -562188.125000 Penalty: 2525.283936
	Iteration 48Q: 3 clusters Score -562188.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -562189.375000 Penalty: 2525.283936
	Iteration 49Q: 3 clusters Score -562189.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -562189.375000 Penalty: 2525.283936
	Iteration 50Q: 3 clusters Score -562189.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -562190.125000 Penalty: 2525.283936
	Iteration 51Q: 3 clusters Score -562190.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -562190.125000 Penalty: 2525.283936
	Iteration 52F: 3 clusters Score -562190.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21778 members 
Entering Unmasked Estep 
Score: -2767860.250000 Penalty: 1486.311890
	Iteration 0F: 2 clusters Score -2767860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -2753566.750000 Penalty: 2972.623779
	Iteration 0F: 3 clusters Score -2753567 nChanged 9670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -2758874.250000 Penalty: 2972.623779
	Iteration 1F: 3 clusters Score -2758874 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -2759495.500000 Penalty: 2972.623779
	Iteration 2F: 3 clusters Score -2759496 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -2760219.500000 Penalty: 2972.623779
	Iteration 3F: 3 clusters Score -2760220 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -2760991.000000 Penalty: 2972.623779
	Iteration 4F: 3 clusters Score -2760991 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -2761783.500000 Penalty: 2972.623779
	Iteration 5F: 3 clusters Score -2761784 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -2762484.000000 Penalty: 2972.623779
	Iteration 6F: 3 clusters Score -2762484 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -2763080.250000 Penalty: 2972.623779
	Iteration 7F: 3 clusters Score -2763080 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -2763539.500000 Penalty: 2972.623779
	Iteration 8Q: 3 clusters Score -2763540 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -2763960.000000 Penalty: 2972.623779
	Iteration 9Q: 3 clusters Score -2763960 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -2764375.250000 Penalty: 2972.623779
	Iteration 10Q: 3 clusters Score -2764375 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -2764772.750000 Penalty: 2972.623779
	Iteration 11Q: 3 clusters Score -2764773 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18878 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -2765188.750000 Penalty: 2972.623779
	Iteration 12Q: 3 clusters Score -2765189 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -2765530.250000 Penalty: 2972.623779
	Iteration 13Q: 3 clusters Score -2765530 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -2765821.000000 Penalty: 2972.623779
	Iteration 14Q: 3 clusters Score -2765821 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -2766034.000000 Penalty: 2972.623779
	Iteration 15Q: 3 clusters Score -2766034 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -2766223.250000 Penalty: 2972.623779
	Iteration 16Q: 3 clusters Score -2766223 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2766352.250000 Penalty: 2972.623779
	Iteration 17Q: 3 clusters Score -2766352 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2766445.250000 Penalty: 2972.623779
	Iteration 18Q: 3 clusters Score -2766445 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2766511.750000 Penalty: 2972.623779
	Iteration 19Q: 3 clusters Score -2766512 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2766548.750000 Penalty: 2972.623779
	Iteration 20F: 3 clusters Score -2766549 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20779 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2766588.750000 Penalty: 2972.623779
	Iteration 21Q: 3 clusters Score -2766589 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2766609.250000 Penalty: 2972.623779
	Iteration 22Q: 3 clusters Score -2766609 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20839 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2766622.500000 Penalty: 2972.623779
	Iteration 23Q: 3 clusters Score -2766622 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2766633.000000 Penalty: 2972.623779
	Iteration 24Q: 3 clusters Score -2766633 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20898 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2766646.750000 Penalty: 2972.623779
	Iteration 25Q: 3 clusters Score -2766647 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2766663.500000 Penalty: 2972.623779
	Iteration 26Q: 3 clusters Score -2766664 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2766675.250000 Penalty: 2972.623779
	Iteration 27Q: 3 clusters Score -2766675 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2766682.750000 Penalty: 2972.623779
	Iteration 28Q: 3 clusters Score -2766683 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2766689.000000 Penalty: 2972.623779
	Iteration 29Q: 3 clusters Score -2766689 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2766699.500000 Penalty: 2972.623779
	Iteration 30Q: 3 clusters Score -2766700 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2766706.500000 Penalty: 2972.623779
	Iteration 31Q: 3 clusters Score -2766706 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2766714.750000 Penalty: 2972.623779
	Iteration 32Q: 3 clusters Score -2766715 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2766728.750000 Penalty: 2972.623779
	Iteration 33Q: 3 clusters Score -2766729 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2766744.000000 Penalty: 2972.623779
	Iteration 34Q: 3 clusters Score -2766744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2766746.500000 Penalty: 2972.623779
	Iteration 35Q: 3 clusters Score -2766746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2766752.250000 Penalty: 2972.623779
	Iteration 36Q: 3 clusters Score -2766752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2766751.500000 Penalty: 2972.623779
	Iteration 37Q: 3 clusters Score -2766752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2766754.250000 Penalty: 2972.623779
	Iteration 38Q: 3 clusters Score -2766754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2766763.500000 Penalty: 2972.623779
	Iteration 39Q: 3 clusters Score -2766764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2766762.000000 Penalty: 2972.623779
	Iteration 40F: 3 clusters Score -2766762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2766767.000000 Penalty: 2972.623779
	Iteration 41Q: 3 clusters Score -2766767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2766771.750000 Penalty: 2972.623779
	Iteration 42Q: 3 clusters Score -2766772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21068 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2766776.500000 Penalty: 2972.623779
	Iteration 43Q: 3 clusters Score -2766776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2766776.750000 Penalty: 2972.623779
	Iteration 44Q: 3 clusters Score -2766777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2766780.500000 Penalty: 2972.623779
	Iteration 45Q: 3 clusters Score -2766780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21075 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2766778.250000 Penalty: 2972.623779
	Iteration 46Q: 3 clusters Score -2766778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2766778.750000 Penalty: 2972.623779
	Iteration 47Q: 3 clusters Score -2766779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2766777.250000 Penalty: 2972.623779
	Iteration 48Q: 3 clusters Score -2766777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2766779.500000 Penalty: 2972.623779
	Iteration 49Q: 3 clusters Score -2766780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2766781.250000 Penalty: 2972.623779
	Iteration 50Q: 3 clusters Score -2766781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21085 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2766783.500000 Penalty: 2972.623779
	Iteration 51Q: 3 clusters Score -2766784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2766784.750000 Penalty: 2972.623779
	Iteration 52Q: 3 clusters Score -2766785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21088 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2766786.000000 Penalty: 2972.623779
	Iteration 53Q: 3 clusters Score -2766786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21088 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2766788.000000 Penalty: 2972.623779
	Iteration 54Q: 3 clusters Score -2766788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21088 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2766788.000000 Penalty: 2972.623779
	Iteration 55F: 3 clusters Score -2766788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Entering Unmasked Estep 
Score: -1895537.625000 Penalty: 1431.524658
	Iteration 0F: 2 clusters Score -1895538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1885595.750000 Penalty: 2863.049316
	Iteration 0F: 3 clusters Score -1885596 nChanged 6472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1888978.375000 Penalty: 2863.049316
	Iteration 1F: 3 clusters Score -1888978 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1889281.625000 Penalty: 2863.049316
	Iteration 2F: 3 clusters Score -1889282 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1889497.625000 Penalty: 2863.049316
	Iteration 3Q: 3 clusters Score -1889498 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1889666.875000 Penalty: 2863.049316
	Iteration 4Q: 3 clusters Score -1889667 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1889825.875000 Penalty: 2863.049316
	Iteration 5Q: 3 clusters Score -1889826 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1889960.125000 Penalty: 2863.049316
	Iteration 6Q: 3 clusters Score -1889960 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1890106.000000 Penalty: 2863.049316
	Iteration 7Q: 3 clusters Score -1890106 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1890255.875000 Penalty: 2863.049316
	Iteration 8Q: 3 clusters Score -1890256 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1890443.250000 Penalty: 2863.049316
	Iteration 9Q: 3 clusters Score -1890443 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1890682.375000 Penalty: 2863.049316
	Iteration 10Q: 3 clusters Score -1890682 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1891021.125000 Penalty: 2863.049316
	Iteration 11Q: 3 clusters Score -1891021 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1891503.250000 Penalty: 2863.049316
	Iteration 12Q: 3 clusters Score -1891503 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1892085.125000 Penalty: 2863.049316
	Iteration 13F: 3 clusters Score -1892085 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1892757.375000 Penalty: 2863.049316
	Iteration 14F: 3 clusters Score -1892757 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1893311.875000 Penalty: 2863.049316
	Iteration 15Q: 3 clusters Score -1893312 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1893743.750000 Penalty: 2863.049316
	Iteration 16Q: 3 clusters Score -1893744 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1893979.625000 Penalty: 2863.049316
	Iteration 17Q: 3 clusters Score -1893980 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1894144.250000 Penalty: 2863.049316
	Iteration 18Q: 3 clusters Score -1894144 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1894248.500000 Penalty: 2863.049316
	Iteration 19Q: 3 clusters Score -1894248 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1894317.750000 Penalty: 2863.049316
	Iteration 20F: 3 clusters Score -1894318 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1894342.625000 Penalty: 2863.049316
	Iteration 21Q: 3 clusters Score -1894343 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1894354.500000 Penalty: 2863.049316
	Iteration 22Q: 3 clusters Score -1894354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1894362.500000 Penalty: 2863.049316
	Iteration 23Q: 3 clusters Score -1894362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1894367.125000 Penalty: 2863.049316
	Iteration 24Q: 3 clusters Score -1894367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1894371.125000 Penalty: 2863.049316
	Iteration 25Q: 3 clusters Score -1894371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1894378.375000 Penalty: 2863.049316
	Iteration 26Q: 3 clusters Score -1894378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1894376.125000 Penalty: 2863.049316
	Iteration 27Q: 3 clusters Score -1894376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1894376.375000 Penalty: 2863.049316
	Iteration 28Q: 3 clusters Score -1894376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1894376.375000 Penalty: 2863.049316
	Iteration 29F: 3 clusters Score -1894376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Entering Unmasked Estep 
Score: -1390107.750000 Penalty: 1390.360718
	Iteration 0F: 2 clusters Score -1390108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1382371.250000 Penalty: 2780.721436
	Iteration 0F: 3 clusters Score -1382371 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1385076.625000 Penalty: 2780.721436
	Iteration 1F: 3 clusters Score -1385077 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1385424.250000 Penalty: 2780.721436
	Iteration 2F: 3 clusters Score -1385424 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1385687.750000 Penalty: 2780.721436
	Iteration 3F: 3 clusters Score -1385688 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1385921.000000 Penalty: 2780.721436
	Iteration 4Q: 3 clusters Score -1385921 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1386155.375000 Penalty: 2780.721436
	Iteration 5Q: 3 clusters Score -1386155 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1386428.000000 Penalty: 2780.721436
	Iteration 6Q: 3 clusters Score -1386428 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1386738.375000 Penalty: 2780.721436
	Iteration 7Q: 3 clusters Score -1386738 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1387083.625000 Penalty: 2780.721436
	Iteration 8Q: 3 clusters Score -1387084 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1387447.500000 Penalty: 2780.721436
	Iteration 9Q: 3 clusters Score -1387448 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1387833.625000 Penalty: 2780.721436
	Iteration 10Q: 3 clusters Score -1387834 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1388160.625000 Penalty: 2780.721436
	Iteration 11Q: 3 clusters Score -1388161 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1388394.500000 Penalty: 2780.721436
	Iteration 12Q: 3 clusters Score -1388394 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1388548.625000 Penalty: 2780.721436
	Iteration 13Q: 3 clusters Score -1388549 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1388645.500000 Penalty: 2780.721436
	Iteration 14Q: 3 clusters Score -1388646 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1388714.625000 Penalty: 2780.721436
	Iteration 15Q: 3 clusters Score -1388715 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -1388768.500000 Penalty: 2780.721436
	Iteration 16Q: 3 clusters Score -1388768 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1388821.625000 Penalty: 2780.721436
	Iteration 17Q: 3 clusters Score -1388822 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1388855.375000 Penalty: 2780.721436
	Iteration 18Q: 3 clusters Score -1388855 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1388880.625000 Penalty: 2780.721436
	Iteration 19Q: 3 clusters Score -1388881 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1388908.375000 Penalty: 2780.721436
	Iteration 20F: 3 clusters Score -1388908 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1388931.375000 Penalty: 2780.721436
	Iteration 21Q: 3 clusters Score -1388931 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -1388956.625000 Penalty: 2780.721436
	Iteration 22Q: 3 clusters Score -1388957 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1388977.125000 Penalty: 2780.721436
	Iteration 23Q: 3 clusters Score -1388977 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -1388995.875000 Penalty: 2780.721436
	Iteration 24Q: 3 clusters Score -1388996 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1389009.125000 Penalty: 2780.721436
	Iteration 25Q: 3 clusters Score -1389009 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1389023.125000 Penalty: 2780.721436
	Iteration 26Q: 3 clusters Score -1389023 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1389032.125000 Penalty: 2780.721436
	Iteration 27Q: 3 clusters Score -1389032 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1389046.250000 Penalty: 2780.721436
	Iteration 28Q: 3 clusters Score -1389046 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -1389056.500000 Penalty: 2780.721436
	Iteration 29Q: 3 clusters Score -1389056 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1389061.875000 Penalty: 2780.721436
	Iteration 30Q: 3 clusters Score -1389062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -1389065.625000 Penalty: 2780.721436
	Iteration 31Q: 3 clusters Score -1389066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1389073.000000 Penalty: 2780.721436
	Iteration 32Q: 3 clusters Score -1389073 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1389078.250000 Penalty: 2780.721436
	Iteration 33Q: 3 clusters Score -1389078 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1389084.625000 Penalty: 2780.721436
	Iteration 34Q: 3 clusters Score -1389085 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1389092.500000 Penalty: 2780.721436
	Iteration 35Q: 3 clusters Score -1389092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -1389097.250000 Penalty: 2780.721436
	Iteration 36Q: 3 clusters Score -1389097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1389101.750000 Penalty: 2780.721436
	Iteration 37Q: 3 clusters Score -1389102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1389104.500000 Penalty: 2780.721436
	Iteration 38Q: 3 clusters Score -1389104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1389107.375000 Penalty: 2780.721436
	Iteration 39Q: 3 clusters Score -1389107 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1389114.125000 Penalty: 2780.721436
	Iteration 40F: 3 clusters Score -1389114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1389119.500000 Penalty: 2780.721436
	Iteration 41Q: 3 clusters Score -1389120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1389120.125000 Penalty: 2780.721436
	Iteration 42Q: 3 clusters Score -1389120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1389123.625000 Penalty: 2780.721436
	Iteration 43Q: 3 clusters Score -1389124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -1389128.250000 Penalty: 2780.721436
	Iteration 44Q: 3 clusters Score -1389128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -1389128.375000 Penalty: 2780.721436
	Iteration 45Q: 3 clusters Score -1389128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1389130.250000 Penalty: 2780.721436
	Iteration 46Q: 3 clusters Score -1389130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1389132.375000 Penalty: 2780.721436
	Iteration 47Q: 3 clusters Score -1389132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -1389136.000000 Penalty: 2780.721436
	Iteration 48Q: 3 clusters Score -1389136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1389139.125000 Penalty: 2780.721436
	Iteration 49Q: 3 clusters Score -1389139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1389139.625000 Penalty: 2780.721436
	Iteration 50Q: 3 clusters Score -1389140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1389139.000000 Penalty: 2780.721436
	Iteration 51Q: 3 clusters Score -1389139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -1389139.625000 Penalty: 2780.721436
	Iteration 52Q: 3 clusters Score -1389140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1389140.875000 Penalty: 2780.721436
	Iteration 53Q: 3 clusters Score -1389141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1389140.875000 Penalty: 2780.721436
	Iteration 54Q: 3 clusters Score -1389141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1389140.875000 Penalty: 2780.721436
	Iteration 55F: 3 clusters Score -1389141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Entering Unmasked Estep 
Score: -177194.750000 Penalty: 1102.479492
	Iteration 0F: 2 clusters Score -177194.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -175572.390625 Penalty: 2204.958984
	Iteration 0F: 3 clusters Score -175572.4 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -175999.406250 Penalty: 2204.958984
	Iteration 1F: 3 clusters Score -175999.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -176130.875000 Penalty: 2204.958984
	Iteration 2F: 3 clusters Score -176130.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -176186.093750 Penalty: 2204.958984
	Iteration 3Q: 3 clusters Score -176186.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -176226.500000 Penalty: 2204.958984
	Iteration 4Q: 3 clusters Score -176226.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -176253.078125 Penalty: 2204.958984
	Iteration 5Q: 3 clusters Score -176253.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -176275.921875 Penalty: 2204.958984
	Iteration 6Q: 3 clusters Score -176275.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -176297.937500 Penalty: 2204.958984
	Iteration 7Q: 3 clusters Score -176297.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -176318.406250 Penalty: 2204.958984
	Iteration 8Q: 3 clusters Score -176318.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -176329.343750 Penalty: 2204.958984
	Iteration 9Q: 3 clusters Score -176329.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -176334.906250 Penalty: 2204.958984
	Iteration 10Q: 3 clusters Score -176334.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -176335.921875 Penalty: 2204.958984
	Iteration 11Q: 3 clusters Score -176335.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -176336.546875 Penalty: 2204.958984
	Iteration 12Q: 3 clusters Score -176336.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -176338.625000 Penalty: 2204.958984
	Iteration 13Q: 3 clusters Score -176338.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -176338.984375 Penalty: 2204.958984
	Iteration 14Q: 3 clusters Score -176339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -176339.671875 Penalty: 2204.958984
	Iteration 15Q: 3 clusters Score -176339.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -176340.046875 Penalty: 2204.958984
	Iteration 16Q: 3 clusters Score -176340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -176340.046875 Penalty: 2204.958984
	Iteration 17F: 3 clusters Score -176340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Entering Unmasked Estep 
Score: -460412.906250 Penalty: 1229.276855
	Iteration 0F: 2 clusters Score -460412.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -457421.250000 Penalty: 2458.553711
	Iteration 0F: 3 clusters Score -457421.2 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -458254.656250 Penalty: 2458.553711
	Iteration 1F: 3 clusters Score -458254.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -458445.718750 Penalty: 2458.553711
	Iteration 2F: 3 clusters Score -458445.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -458563.687500 Penalty: 2458.553711
	Iteration 3Q: 3 clusters Score -458563.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -458642.562500 Penalty: 2458.553711
	Iteration 4Q: 3 clusters Score -458642.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -458700.281250 Penalty: 2458.553711
	Iteration 5Q: 3 clusters Score -458700.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -458750.625000 Penalty: 2458.553711
	Iteration 6Q: 3 clusters Score -458750.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -458805.312500 Penalty: 2458.553711
	Iteration 7Q: 3 clusters Score -458805.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -458856.187500 Penalty: 2458.553711
	Iteration 8Q: 3 clusters Score -458856.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -458904.406250 Penalty: 2458.553711
	Iteration 9Q: 3 clusters Score -458904.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -458948.000000 Penalty: 2458.553711
	Iteration 10Q: 3 clusters Score -458948 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -458986.375000 Penalty: 2458.553711
	Iteration 11Q: 3 clusters Score -458986.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -459020.593750 Penalty: 2458.553711
	Iteration 12Q: 3 clusters Score -459020.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -459053.531250 Penalty: 2458.553711
	Iteration 13Q: 3 clusters Score -459053.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -459079.218750 Penalty: 2458.553711
	Iteration 14Q: 3 clusters Score -459079.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -459107.281250 Penalty: 2458.553711
	Iteration 15Q: 3 clusters Score -459107.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -459141.937500 Penalty: 2458.553711
	Iteration 16Q: 3 clusters Score -459141.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -459175.937500 Penalty: 2458.553711
	Iteration 17Q: 3 clusters Score -459175.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -459211.750000 Penalty: 2458.553711
	Iteration 18Q: 3 clusters Score -459211.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -459250.031250 Penalty: 2458.553711
	Iteration 19Q: 3 clusters Score -459250 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -459301.000000 Penalty: 2458.553711
	Iteration 20F: 3 clusters Score -459301 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -459342.250000 Penalty: 2458.553711
	Iteration 21Q: 3 clusters Score -459342.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -459377.125000 Penalty: 2458.553711
	Iteration 22Q: 3 clusters Score -459377.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -459408.218750 Penalty: 2458.553711
	Iteration 23Q: 3 clusters Score -459408.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -459435.406250 Penalty: 2458.553711
	Iteration 24Q: 3 clusters Score -459435.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -459459.593750 Penalty: 2458.553711
	Iteration 25Q: 3 clusters Score -459459.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -459477.093750 Penalty: 2458.553711
	Iteration 26Q: 3 clusters Score -459477.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -459494.375000 Penalty: 2458.553711
	Iteration 27Q: 3 clusters Score -459494.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -459507.750000 Penalty: 2458.553711
	Iteration 28Q: 3 clusters Score -459507.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -459514.781250 Penalty: 2458.553711
	Iteration 29Q: 3 clusters Score -459514.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -459523.750000 Penalty: 2458.553711
	Iteration 30Q: 3 clusters Score -459523.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -459534.812500 Penalty: 2458.553711
	Iteration 31Q: 3 clusters Score -459534.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -459542.250000 Penalty: 2458.553711
	Iteration 32Q: 3 clusters Score -459542.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -459547.031250 Penalty: 2458.553711
	Iteration 33Q: 3 clusters Score -459547 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -459551.750000 Penalty: 2458.553711
	Iteration 34Q: 3 clusters Score -459551.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -459557.625000 Penalty: 2458.553711
	Iteration 35Q: 3 clusters Score -459557.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -459562.968750 Penalty: 2458.553711
	Iteration 36Q: 3 clusters Score -459563 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -459567.218750 Penalty: 2458.553711
	Iteration 37Q: 3 clusters Score -459567.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -459570.187500 Penalty: 2458.553711
	Iteration 38Q: 3 clusters Score -459570.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -459573.718750 Penalty: 2458.553711
	Iteration 39Q: 3 clusters Score -459573.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -459577.343750 Penalty: 2458.553711
	Iteration 40F: 3 clusters Score -459577.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -459580.156250 Penalty: 2458.553711
	Iteration 41Q: 3 clusters Score -459580.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -459582.093750 Penalty: 2458.553711
	Iteration 42Q: 3 clusters Score -459582.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -459584.593750 Penalty: 2458.553711
	Iteration 43Q: 3 clusters Score -459584.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -459586.406250 Penalty: 2458.553711
	Iteration 44Q: 3 clusters Score -459586.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -459590.031250 Penalty: 2458.553711
	Iteration 45Q: 3 clusters Score -459590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -459593.937500 Penalty: 2458.553711
	Iteration 46Q: 3 clusters Score -459593.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -459595.500000 Penalty: 2458.553711
	Iteration 47Q: 3 clusters Score -459595.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -459595.968750 Penalty: 2458.553711
	Iteration 48Q: 3 clusters Score -459596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -459599.125000 Penalty: 2458.553711
	Iteration 49Q: 3 clusters Score -459599.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -459600.000000 Penalty: 2458.553711
	Iteration 50Q: 3 clusters Score -459600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -459600.625000 Penalty: 2458.553711
	Iteration 51Q: 3 clusters Score -459600.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -459600.625000 Penalty: 2458.553711
	Iteration 52F: 3 clusters Score -459600.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (51332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51332 members 
Entering Unmasked Estep 
Score: -6529741.000000 Penalty: 1613.895142
	Iteration 0F: 2 clusters Score -6529741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25515 members 
Mstep: Class 2 contains 25817 members 
Entering Unmasked Estep 
Score: -6497019.000000 Penalty: 3227.790283
	Iteration 0F: 3 clusters Score -6497019 nChanged 23840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23977 members 
Mstep: Class 2 contains 27355 members 
Entering Unmasked Estep 
Score: -6510237.500000 Penalty: 3227.790283
	Iteration 1F: 3 clusters Score -6510238 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22890 members 
Mstep: Class 2 contains 28442 members 
Entering Unmasked Estep 
Score: -6510995.500000 Penalty: 3227.790283
	Iteration 2Q: 3 clusters Score -6510996 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 30095 members 
Entering Unmasked Estep 
Score: -6511992.500000 Penalty: 3227.790283
	Iteration 3Q: 3 clusters Score -6511992 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 32438 members 
Entering Unmasked Estep 
Score: -6513604.500000 Penalty: 3227.790283
	Iteration 4F: 3 clusters Score -6513604 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 35537 members 
Entering Unmasked Estep 
Score: -6516000.000000 Penalty: 3227.790283
	Iteration 5F: 3 clusters Score -6516000 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 39111 members 
Entering Unmasked Estep 
Score: -6518852.000000 Penalty: 3227.790283
	Iteration 6F: 3 clusters Score -6518852 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 42643 members 
Entering Unmasked Estep 
Score: -6521830.000000 Penalty: 3227.790283
	Iteration 7F: 3 clusters Score -6521830 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 45661 members 
Entering Unmasked Estep 
Score: -6524335.500000 Penalty: 3227.790283
	Iteration 8F: 3 clusters Score -6524336 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 47808 members 
Entering Unmasked Estep 
Score: -6526033.000000 Penalty: 3227.790283
	Iteration 9Q: 3 clusters Score -6526033 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 49147 members 
Entering Unmasked Estep 
Score: -6527028.500000 Penalty: 3227.790283
	Iteration 10Q: 3 clusters Score -6527028 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 49925 members 
Entering Unmasked Estep 
Score: -6527665.000000 Penalty: 3227.790283
	Iteration 11Q: 3 clusters Score -6527665 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 50392 members 
Entering Unmasked Estep 
Score: -6528018.000000 Penalty: 3227.790283
	Iteration 12Q: 3 clusters Score -6528018 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 50612 members 
Entering Unmasked Estep 
Score: -6528214.000000 Penalty: 3227.790283
	Iteration 13Q: 3 clusters Score -6528214 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 50749 members 
Entering Unmasked Estep 
Score: -6528322.000000 Penalty: 3227.790283
	Iteration 14Q: 3 clusters Score -6528322 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 50820 members 
Entering Unmasked Estep 
Score: -6528403.000000 Penalty: 3227.790283
	Iteration 15Q: 3 clusters Score -6528403 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 50861 members 
Entering Unmasked Estep 
Score: -6528430.500000 Penalty: 3227.790283
	Iteration 16Q: 3 clusters Score -6528430 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 50886 members 
Entering Unmasked Estep 
Score: -6528453.500000 Penalty: 3227.790283
	Iteration 17Q: 3 clusters Score -6528454 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 50901 members 
Entering Unmasked Estep 
Score: -6528480.500000 Penalty: 3227.790283
	Iteration 18Q: 3 clusters Score -6528480 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 50909 members 
Entering Unmasked Estep 
Score: -6528490.500000 Penalty: 3227.790283
	Iteration 19Q: 3 clusters Score -6528490 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 50921 members 
Entering Unmasked Estep 
Score: -6528506.000000 Penalty: 3227.790283
	Iteration 20F: 3 clusters Score -6528506 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 50935 members 
Entering Unmasked Estep 
Score: -6528524.000000 Penalty: 3227.790283
	Iteration 21Q: 3 clusters Score -6528524 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 50945 members 
Entering Unmasked Estep 
Score: -6528531.000000 Penalty: 3227.790283
	Iteration 22Q: 3 clusters Score -6528531 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 50954 members 
Entering Unmasked Estep 
Score: -6528544.000000 Penalty: 3227.790283
	Iteration 23Q: 3 clusters Score -6528544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 50955 members 
Entering Unmasked Estep 
Score: -6528556.500000 Penalty: 3227.790283
	Iteration 24Q: 3 clusters Score -6528556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 50959 members 
Entering Unmasked Estep 
Score: -6528553.000000 Penalty: 3227.790283
	Iteration 25Q: 3 clusters Score -6528553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 50959 members 
Entering Unmasked Estep 
Score: -6528553.000000 Penalty: 3227.790283
	Iteration 26F: 3 clusters Score -6528553 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (36471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36471 members 
Entering Unmasked Estep 
Score: -4584292.000000 Penalty: 1563.035767
	Iteration 0F: 2 clusters Score -4584292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -4560623.500000 Penalty: 3126.071533
	Iteration 0F: 3 clusters Score -4560624 nChanged 16518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -4569564.000000 Penalty: 3126.071533
	Iteration 1F: 3 clusters Score -4569564 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -4570064.000000 Penalty: 3126.071533
	Iteration 2Q: 3 clusters Score -4570064 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -4570605.500000 Penalty: 3126.071533
	Iteration 3Q: 3 clusters Score -4570606 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 21939 members 
Entering Unmasked Estep 
Score: -4571259.500000 Penalty: 3126.071533
	Iteration 4Q: 3 clusters Score -4571260 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -4572111.500000 Penalty: 3126.071533
	Iteration 5Q: 3 clusters Score -4572112 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 25623 members 
Entering Unmasked Estep 
Score: -4573347.000000 Penalty: 3126.071533
	Iteration 6F: 3 clusters Score -4573347 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 28108 members 
Entering Unmasked Estep 
Score: -4575177.000000 Penalty: 3126.071533
	Iteration 7F: 3 clusters Score -4575177 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 30870 members 
Entering Unmasked Estep 
Score: -4577595.000000 Penalty: 3126.071533
	Iteration 8F: 3 clusters Score -4577595 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 33331 members 
Entering Unmasked Estep 
Score: -4579989.000000 Penalty: 3126.071533
	Iteration 9F: 3 clusters Score -4579989 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 35043 members 
Entering Unmasked Estep 
Score: -4581652.500000 Penalty: 3126.071533
	Iteration 10Q: 3 clusters Score -4581652 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 35810 members 
Entering Unmasked Estep 
Score: -4582370.000000 Penalty: 3126.071533
	Iteration 11Q: 3 clusters Score -4582370 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 36089 members 
Entering Unmasked Estep 
Score: -4582696.000000 Penalty: 3126.071533
	Iteration 12Q: 3 clusters Score -4582696 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 36180 members 
Entering Unmasked Estep 
Score: -4582826.000000 Penalty: 3126.071533
	Iteration 13Q: 3 clusters Score -4582826 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 36215 members 
Entering Unmasked Estep 
Score: -4582896.000000 Penalty: 3126.071533
	Iteration 14Q: 3 clusters Score -4582896 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 36232 members 
Entering Unmasked Estep 
Score: -4582941.000000 Penalty: 3126.071533
	Iteration 15Q: 3 clusters Score -4582941 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 36243 members 
Entering Unmasked Estep 
Score: -4582962.500000 Penalty: 3126.071533
	Iteration 16Q: 3 clusters Score -4582962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 36251 members 
Entering Unmasked Estep 
Score: -4582973.500000 Penalty: 3126.071533
	Iteration 17Q: 3 clusters Score -4582974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 36256 members 
Entering Unmasked Estep 
Score: -4582991.500000 Penalty: 3126.071533
	Iteration 18Q: 3 clusters Score -4582992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 36258 members 
Entering Unmasked Estep 
Score: -4582994.000000 Penalty: 3126.071533
	Iteration 19Q: 3 clusters Score -4582994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 36261 members 
Entering Unmasked Estep 
Score: -4582998.500000 Penalty: 3126.071533
	Iteration 20F: 3 clusters Score -4582998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 36264 members 
Entering Unmasked Estep 
Score: -4583008.500000 Penalty: 3126.071533
	Iteration 21Q: 3 clusters Score -4583008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 36266 members 
Entering Unmasked Estep 
Score: -4583009.500000 Penalty: 3126.071533
	Iteration 22Q: 3 clusters Score -4583010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 36265 members 
Entering Unmasked Estep 
Score: -4583019.500000 Penalty: 3126.071533
	Iteration 23Q: 3 clusters Score -4583020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 36264 members 
Entering Unmasked Estep 
Score: -4583017.500000 Penalty: 3126.071533
	Iteration 24Q: 3 clusters Score -4583018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 36264 members 
Entering Unmasked Estep 
Score: -4583018.500000 Penalty: 3126.071533
	Iteration 25Q: 3 clusters Score -4583018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 36264 members 
Entering Unmasked Estep 
Score: -4583018.500000 Penalty: 3126.071533
	Iteration 26F: 3 clusters Score -4583018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (21961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21961 members 
Entering Unmasked Estep 
Score: -2779952.250000 Penalty: 1487.557129
	Iteration 0F: 2 clusters Score -2779952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -2765665.750000 Penalty: 2975.114258
	Iteration 0F: 3 clusters Score -2765666 nChanged 9686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -2770917.000000 Penalty: 2975.114258
	Iteration 1F: 3 clusters Score -2770917 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -2771372.750000 Penalty: 2975.114258
	Iteration 2F: 3 clusters Score -2771373 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -2771734.750000 Penalty: 2975.114258
	Iteration 3Q: 3 clusters Score -2771735 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -2772165.250000 Penalty: 2975.114258
	Iteration 4Q: 3 clusters Score -2772165 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -2772641.500000 Penalty: 2975.114258
	Iteration 5Q: 3 clusters Score -2772642 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -2773314.500000 Penalty: 2975.114258
	Iteration 6F: 3 clusters Score -2773314 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -2774218.500000 Penalty: 2975.114258
	Iteration 7F: 3 clusters Score -2774218 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -2775293.500000 Penalty: 2975.114258
	Iteration 8F: 3 clusters Score -2775294 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -2776365.750000 Penalty: 2975.114258
	Iteration 9F: 3 clusters Score -2776366 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -2777244.500000 Penalty: 2975.114258
	Iteration 10Q: 3 clusters Score -2777244 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2777821.000000 Penalty: 2975.114258
	Iteration 11Q: 3 clusters Score -2777821 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21230 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2778183.500000 Penalty: 2975.114258
	Iteration 12Q: 3 clusters Score -2778184 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2778411.500000 Penalty: 2975.114258
	Iteration 13Q: 3 clusters Score -2778412 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2778536.750000 Penalty: 2975.114258
	Iteration 14Q: 3 clusters Score -2778537 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21624 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2778597.250000 Penalty: 2975.114258
	Iteration 15Q: 3 clusters Score -2778597 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21650 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2778639.250000 Penalty: 2975.114258
	Iteration 16Q: 3 clusters Score -2778639 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2778678.250000 Penalty: 2975.114258
	Iteration 17Q: 3 clusters Score -2778678 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -2778700.500000 Penalty: 2975.114258
	Iteration 18Q: 3 clusters Score -2778700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21701 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2778716.750000 Penalty: 2975.114258
	Iteration 19Q: 3 clusters Score -2778717 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21709 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -2778724.250000 Penalty: 2975.114258
	Iteration 20F: 3 clusters Score -2778724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -2778736.500000 Penalty: 2975.114258
	Iteration 21Q: 3 clusters Score -2778736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -2778749.250000 Penalty: 2975.114258
	Iteration 22Q: 3 clusters Score -2778749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -2778751.750000 Penalty: 2975.114258
	Iteration 23Q: 3 clusters Score -2778752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -2778753.250000 Penalty: 2975.114258
	Iteration 24Q: 3 clusters Score -2778753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -2778760.500000 Penalty: 2975.114258
	Iteration 25Q: 3 clusters Score -2778760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21725 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -2778767.500000 Penalty: 2975.114258
	Iteration 26Q: 3 clusters Score -2778768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21725 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -2778769.000000 Penalty: 2975.114258
	Iteration 27Q: 3 clusters Score -2778769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21726 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -2778768.000000 Penalty: 2975.114258
	Iteration 28Q: 3 clusters Score -2778768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21726 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -2778768.000000 Penalty: 2975.114258
	Iteration 29F: 3 clusters Score -2778768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Entering Unmasked Estep 
Score: -891906.812500 Penalty: 1321.286255
	Iteration 0F: 2 clusters Score -891906.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -886842.437500 Penalty: 2642.572510
	Iteration 0F: 3 clusters Score -886842.4 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -888455.937500 Penalty: 2642.572510
	Iteration 1F: 3 clusters Score -888455.9 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -888700.937500 Penalty: 2642.572510
	Iteration 2F: 3 clusters Score -888700.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -888907.937500 Penalty: 2642.572510
	Iteration 3F: 3 clusters Score -888907.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -889057.187500 Penalty: 2642.572510
	Iteration 4Q: 3 clusters Score -889057.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -889200.000000 Penalty: 2642.572510
	Iteration 5Q: 3 clusters Score -889200 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -889318.687500 Penalty: 2642.572510
	Iteration 6Q: 3 clusters Score -889318.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -889426.500000 Penalty: 2642.572510
	Iteration 7Q: 3 clusters Score -889426.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -889539.250000 Penalty: 2642.572510
	Iteration 8Q: 3 clusters Score -889539.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -889648.187500 Penalty: 2642.572510
	Iteration 9Q: 3 clusters Score -889648.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -889753.250000 Penalty: 2642.572510
	Iteration 10Q: 3 clusters Score -889753.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -889851.937500 Penalty: 2642.572510
	Iteration 11Q: 3 clusters Score -889851.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -889948.375000 Penalty: 2642.572510
	Iteration 12Q: 3 clusters Score -889948.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -890046.125000 Penalty: 2642.572510
	Iteration 13Q: 3 clusters Score -890046.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -890120.312500 Penalty: 2642.572510
	Iteration 14Q: 3 clusters Score -890120.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -890187.875000 Penalty: 2642.572510
	Iteration 15Q: 3 clusters Score -890187.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -890248.312500 Penalty: 2642.572510
	Iteration 16Q: 3 clusters Score -890248.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -890291.625000 Penalty: 2642.572510
	Iteration 17Q: 3 clusters Score -890291.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -890330.812500 Penalty: 2642.572510
	Iteration 18Q: 3 clusters Score -890330.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -890364.312500 Penalty: 2642.572510
	Iteration 19Q: 3 clusters Score -890364.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -890394.875000 Penalty: 2642.572510
	Iteration 20F: 3 clusters Score -890394.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -890415.437500 Penalty: 2642.572510
	Iteration 21Q: 3 clusters Score -890415.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -890436.875000 Penalty: 2642.572510
	Iteration 22Q: 3 clusters Score -890436.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -890454.312500 Penalty: 2642.572510
	Iteration 23Q: 3 clusters Score -890454.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -890467.750000 Penalty: 2642.572510
	Iteration 24Q: 3 clusters Score -890467.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -890482.250000 Penalty: 2642.572510
	Iteration 25Q: 3 clusters Score -890482.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -890495.187500 Penalty: 2642.572510
	Iteration 26Q: 3 clusters Score -890495.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -890509.750000 Penalty: 2642.572510
	Iteration 27Q: 3 clusters Score -890509.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -890520.062500 Penalty: 2642.572510
	Iteration 28Q: 3 clusters Score -890520.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -890529.437500 Penalty: 2642.572510
	Iteration 29Q: 3 clusters Score -890529.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -890536.625000 Penalty: 2642.572510
	Iteration 30Q: 3 clusters Score -890536.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -890542.812500 Penalty: 2642.572510
	Iteration 31Q: 3 clusters Score -890542.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -890546.562500 Penalty: 2642.572510
	Iteration 32Q: 3 clusters Score -890546.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -890547.562500 Penalty: 2642.572510
	Iteration 33Q: 3 clusters Score -890547.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -890549.812500 Penalty: 2642.572510
	Iteration 34Q: 3 clusters Score -890549.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -890551.062500 Penalty: 2642.572510
	Iteration 35Q: 3 clusters Score -890551.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -890553.937500 Penalty: 2642.572510
	Iteration 36Q: 3 clusters Score -890553.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -890557.750000 Penalty: 2642.572510
	Iteration 37Q: 3 clusters Score -890557.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -890561.000000 Penalty: 2642.572510
	Iteration 38Q: 3 clusters Score -890561 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -890564.500000 Penalty: 2642.572510
	Iteration 39Q: 3 clusters Score -890564.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -890564.750000 Penalty: 2642.572510
	Iteration 40F: 3 clusters Score -890564.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -890565.812500 Penalty: 2642.572510
	Iteration 41Q: 3 clusters Score -890565.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -890568.312500 Penalty: 2642.572510
	Iteration 42Q: 3 clusters Score -890568.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -890569.312500 Penalty: 2642.572510
	Iteration 43Q: 3 clusters Score -890569.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -890571.375000 Penalty: 2642.572510
	Iteration 44Q: 3 clusters Score -890571.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -890573.000000 Penalty: 2642.572510
	Iteration 45Q: 3 clusters Score -890573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -890573.500000 Penalty: 2642.572510
	Iteration 46Q: 3 clusters Score -890573.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -890574.125000 Penalty: 2642.572510
	Iteration 47Q: 3 clusters Score -890574.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -890574.125000 Penalty: 2642.572510
	Iteration 48F: 3 clusters Score -890574.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19728 members 
Entering Unmasked Estep 
Score: -2484806.000000 Penalty: 1471.601440
	Iteration 0F: 2 clusters Score -2484806 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 9868 members 
Entering Unmasked Estep 
Score: -2471945.500000 Penalty: 2943.202881
	Iteration 0F: 3 clusters Score -2471946 nChanged 8715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -2476491.750000 Penalty: 2943.202881
	Iteration 1F: 3 clusters Score -2476492 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -2476820.250000 Penalty: 2943.202881
	Iteration 2F: 3 clusters Score -2476820 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -2477069.000000 Penalty: 2943.202881
	Iteration 3Q: 3 clusters Score -2477069 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -2477245.500000 Penalty: 2943.202881
	Iteration 4Q: 3 clusters Score -2477246 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -2477391.750000 Penalty: 2943.202881
	Iteration 5Q: 3 clusters Score -2477392 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -2477495.750000 Penalty: 2943.202881
	Iteration 6Q: 3 clusters Score -2477496 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -2477586.750000 Penalty: 2943.202881
	Iteration 7Q: 3 clusters Score -2477587 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -2477669.000000 Penalty: 2943.202881
	Iteration 8Q: 3 clusters Score -2477669 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -2477752.250000 Penalty: 2943.202881
	Iteration 9Q: 3 clusters Score -2477752 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -2477851.000000 Penalty: 2943.202881
	Iteration 10Q: 3 clusters Score -2477851 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -2477953.750000 Penalty: 2943.202881
	Iteration 11Q: 3 clusters Score -2477954 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -2478126.750000 Penalty: 2943.202881
	Iteration 12Q: 3 clusters Score -2478127 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -2478335.000000 Penalty: 2943.202881
	Iteration 13Q: 3 clusters Score -2478335 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -2478649.000000 Penalty: 2943.202881
	Iteration 14Q: 3 clusters Score -2478649 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -2479048.250000 Penalty: 2943.202881
	Iteration 15Q: 3 clusters Score -2479048 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -2479628.750000 Penalty: 2943.202881
	Iteration 16Q: 3 clusters Score -2479629 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -2480407.750000 Penalty: 2943.202881
	Iteration 17F: 3 clusters Score -2480408 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -2481283.000000 Penalty: 2943.202881
	Iteration 18F: 3 clusters Score -2481283 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -2482092.250000 Penalty: 2943.202881
	Iteration 19Q: 3 clusters Score -2482092 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2482744.250000 Penalty: 2943.202881
	Iteration 20F: 3 clusters Score -2482744 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2483169.750000 Penalty: 2943.202881
	Iteration 21Q: 3 clusters Score -2483170 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2483375.750000 Penalty: 2943.202881
	Iteration 22Q: 3 clusters Score -2483376 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2483502.750000 Penalty: 2943.202881
	Iteration 23Q: 3 clusters Score -2483503 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2483583.750000 Penalty: 2943.202881
	Iteration 24Q: 3 clusters Score -2483584 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -2483614.750000 Penalty: 2943.202881
	Iteration 25Q: 3 clusters Score -2483615 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2483637.000000 Penalty: 2943.202881
	Iteration 26Q: 3 clusters Score -2483637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19461 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2483641.000000 Penalty: 2943.202881
	Iteration 27Q: 3 clusters Score -2483641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2483646.250000 Penalty: 2943.202881
	Iteration 28Q: 3 clusters Score -2483646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2483649.000000 Penalty: 2943.202881
	Iteration 29Q: 3 clusters Score -2483649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19461 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2483649.250000 Penalty: 2943.202881
	Iteration 30Q: 3 clusters Score -2483649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2483651.000000 Penalty: 2943.202881
	Iteration 31Q: 3 clusters Score -2483651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2483651.000000 Penalty: 2943.202881
	Iteration 32F: 3 clusters Score -2483651 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Entering Unmasked Estep 
Score: -67551.429688 Penalty: 978.578674
	Iteration 0F: 2 clusters Score -67551.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -66497.234375 Penalty: 1957.157349
	Iteration 0F: 3 clusters Score -66497.23 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -66783.773438 Penalty: 1957.157349
	Iteration 1F: 3 clusters Score -66783.77 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -66927.242188 Penalty: 1957.157349
	Iteration 2F: 3 clusters Score -66927.24 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -67000.976562 Penalty: 1957.157349
	Iteration 3Q: 3 clusters Score -67000.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -67037.765625 Penalty: 1957.157349
	Iteration 4Q: 3 clusters Score -67037.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -67089.421875 Penalty: 1957.157349
	Iteration 5Q: 3 clusters Score -67089.42 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -67155.664062 Penalty: 1957.157349
	Iteration 6Q: 3 clusters Score -67155.66 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -67230.992188 Penalty: 1957.157349
	Iteration 7Q: 3 clusters Score -67230.99 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -67269.203125 Penalty: 1957.157349
	Iteration 8Q: 3 clusters Score -67269.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -67318.171875 Penalty: 1957.157349
	Iteration 9Q: 3 clusters Score -67318.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -67342.429688 Penalty: 1957.157349
	Iteration 10Q: 3 clusters Score -67342.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -67353.773438 Penalty: 1957.157349
	Iteration 11Q: 3 clusters Score -67353.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -67358.875000 Penalty: 1957.157349
	Iteration 12Q: 3 clusters Score -67358.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -67363.312500 Penalty: 1957.157349
	Iteration 13Q: 3 clusters Score -67363.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -67365.609375 Penalty: 1957.157349
	Iteration 14Q: 3 clusters Score -67365.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -67365.609375 Penalty: 1957.157349
	Iteration 15F: 3 clusters Score -67365.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Entering Unmasked Estep 
Score: -12999.894531 Penalty: 731.003052
	Iteration 0F: 2 clusters Score -12999.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -12578.753906 Penalty: 1462.006104
	Iteration 0F: 3 clusters Score -12578.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -12638.275391 Penalty: 1462.006104
	Iteration 1F: 3 clusters Score -12638.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (35694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35694 members 
Entering Unmasked Estep 
Score: -4513585.500000 Penalty: 1559.831421
	Iteration 0F: 2 clusters Score -4513586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -4490382.000000 Penalty: 3119.662842
	Iteration 0F: 3 clusters Score -4490382 nChanged 16192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -4499404.000000 Penalty: 3119.662842
	Iteration 1F: 3 clusters Score -4499404 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -4499984.500000 Penalty: 3119.662842
	Iteration 2Q: 3 clusters Score -4499984 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -4500651.000000 Penalty: 3119.662842
	Iteration 3Q: 3 clusters Score -4500651 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 22529 members 
Entering Unmasked Estep 
Score: -4501616.000000 Penalty: 3119.662842
	Iteration 4F: 3 clusters Score -4501616 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 24418 members 
Entering Unmasked Estep 
Score: -4502947.000000 Penalty: 3119.662842
	Iteration 5F: 3 clusters Score -4502947 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 26712 members 
Entering Unmasked Estep 
Score: -4504733.500000 Penalty: 3119.662842
	Iteration 6F: 3 clusters Score -4504734 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 29136 members 
Entering Unmasked Estep 
Score: -4506802.500000 Penalty: 3119.662842
	Iteration 7F: 3 clusters Score -4506802 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 31268 members 
Entering Unmasked Estep 
Score: -4508656.500000 Penalty: 3119.662842
	Iteration 8F: 3 clusters Score -4508656 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 32921 members 
Entering Unmasked Estep 
Score: -4510100.500000 Penalty: 3119.662842
	Iteration 9Q: 3 clusters Score -4510100 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 34017 members 
Entering Unmasked Estep 
Score: -4511042.500000 Penalty: 3119.662842
	Iteration 10Q: 3 clusters Score -4511042 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 34649 members 
Entering Unmasked Estep 
Score: -4511600.500000 Penalty: 3119.662842
	Iteration 11Q: 3 clusters Score -4511600 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 34978 members 
Entering Unmasked Estep 
Score: -4511871.000000 Penalty: 3119.662842
	Iteration 12Q: 3 clusters Score -4511871 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 35144 members 
Entering Unmasked Estep 
Score: -4512046.000000 Penalty: 3119.662842
	Iteration 13Q: 3 clusters Score -4512046 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 35233 members 
Entering Unmasked Estep 
Score: -4512153.000000 Penalty: 3119.662842
	Iteration 14Q: 3 clusters Score -4512153 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 35278 members 
Entering Unmasked Estep 
Score: -4512201.000000 Penalty: 3119.662842
	Iteration 15Q: 3 clusters Score -4512201 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 35300 members 
Entering Unmasked Estep 
Score: -4512242.000000 Penalty: 3119.662842
	Iteration 16Q: 3 clusters Score -4512242 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 35313 members 
Entering Unmasked Estep 
Score: -4512268.500000 Penalty: 3119.662842
	Iteration 17Q: 3 clusters Score -4512268 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 35327 members 
Entering Unmasked Estep 
Score: -4512287.000000 Penalty: 3119.662842
	Iteration 18Q: 3 clusters Score -4512287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 35333 members 
Entering Unmasked Estep 
Score: -4512290.000000 Penalty: 3119.662842
	Iteration 19Q: 3 clusters Score -4512290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 35340 members 
Entering Unmasked Estep 
Score: -4512306.500000 Penalty: 3119.662842
	Iteration 20F: 3 clusters Score -4512306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 35344 members 
Entering Unmasked Estep 
Score: -4512310.500000 Penalty: 3119.662842
	Iteration 21Q: 3 clusters Score -4512310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 35348 members 
Entering Unmasked Estep 
Score: -4512321.000000 Penalty: 3119.662842
	Iteration 22Q: 3 clusters Score -4512321 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 35352 members 
Entering Unmasked Estep 
Score: -4512329.000000 Penalty: 3119.662842
	Iteration 23Q: 3 clusters Score -4512329 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 35358 members 
Entering Unmasked Estep 
Score: -4512343.000000 Penalty: 3119.662842
	Iteration 24Q: 3 clusters Score -4512343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 35362 members 
Entering Unmasked Estep 
Score: -4512344.000000 Penalty: 3119.662842
	Iteration 25Q: 3 clusters Score -4512344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 35366 members 
Entering Unmasked Estep 
Score: -4512347.000000 Penalty: 3119.662842
	Iteration 26Q: 3 clusters Score -4512347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 35371 members 
Entering Unmasked Estep 
Score: -4512355.500000 Penalty: 3119.662842
	Iteration 27Q: 3 clusters Score -4512356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 35375 members 
Entering Unmasked Estep 
Score: -4512363.500000 Penalty: 3119.662842
	Iteration 28Q: 3 clusters Score -4512364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 35377 members 
Entering Unmasked Estep 
Score: -4512370.000000 Penalty: 3119.662842
	Iteration 29Q: 3 clusters Score -4512370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 35376 members 
Entering Unmasked Estep 
Score: -4512376.500000 Penalty: 3119.662842
	Iteration 30Q: 3 clusters Score -4512376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 35378 members 
Entering Unmasked Estep 
Score: -4512377.500000 Penalty: 3119.662842
	Iteration 31Q: 3 clusters Score -4512378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 35378 members 
Entering Unmasked Estep 
Score: -4512379.500000 Penalty: 3119.662842
	Iteration 32Q: 3 clusters Score -4512380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 35379 members 
Entering Unmasked Estep 
Score: -4512380.000000 Penalty: 3119.662842
	Iteration 33Q: 3 clusters Score -4512380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 35380 members 
Entering Unmasked Estep 
Score: -4512380.500000 Penalty: 3119.662842
	Iteration 34Q: 3 clusters Score -4512380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 35381 members 
Entering Unmasked Estep 
Score: -4512388.000000 Penalty: 3119.662842
	Iteration 35Q: 3 clusters Score -4512388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 35383 members 
Entering Unmasked Estep 
Score: -4512396.000000 Penalty: 3119.662842
	Iteration 36Q: 3 clusters Score -4512396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 35383 members 
Entering Unmasked Estep 
Score: -4512396.000000 Penalty: 3119.662842
	Iteration 37F: 3 clusters Score -4512396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Entering Unmasked Estep 
Score: -1676808.750000 Penalty: 1419.091675
	Iteration 0F: 2 clusters Score -1676809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1667579.250000 Penalty: 2838.183350
	Iteration 0F: 3 clusters Score -1667579 nChanged 5943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1670766.625000 Penalty: 2838.183350
	Iteration 1F: 3 clusters Score -1670767 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1671210.375000 Penalty: 2838.183350
	Iteration 2F: 3 clusters Score -1671210 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1671534.500000 Penalty: 2838.183350
	Iteration 3F: 3 clusters Score -1671534 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1671777.625000 Penalty: 2838.183350
	Iteration 4Q: 3 clusters Score -1671778 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1672022.250000 Penalty: 2838.183350
	Iteration 5Q: 3 clusters Score -1672022 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1672282.625000 Penalty: 2838.183350
	Iteration 6Q: 3 clusters Score -1672283 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1672540.250000 Penalty: 2838.183350
	Iteration 7Q: 3 clusters Score -1672540 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1672846.375000 Penalty: 2838.183350
	Iteration 8Q: 3 clusters Score -1672846 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1673225.625000 Penalty: 2838.183350
	Iteration 9Q: 3 clusters Score -1673226 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1673649.625000 Penalty: 2838.183350
	Iteration 10Q: 3 clusters Score -1673650 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1674094.750000 Penalty: 2838.183350
	Iteration 11Q: 3 clusters Score -1674095 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1674491.375000 Penalty: 2838.183350
	Iteration 12Q: 3 clusters Score -1674491 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1674795.000000 Penalty: 2838.183350
	Iteration 13Q: 3 clusters Score -1674795 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1674967.750000 Penalty: 2838.183350
	Iteration 14Q: 3 clusters Score -1674968 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1675097.125000 Penalty: 2838.183350
	Iteration 15Q: 3 clusters Score -1675097 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1675188.250000 Penalty: 2838.183350
	Iteration 16Q: 3 clusters Score -1675188 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1675256.500000 Penalty: 2838.183350
	Iteration 17Q: 3 clusters Score -1675256 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1675309.375000 Penalty: 2838.183350
	Iteration 18Q: 3 clusters Score -1675309 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1675347.500000 Penalty: 2838.183350
	Iteration 19Q: 3 clusters Score -1675348 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1675396.500000 Penalty: 2838.183350
	Iteration 20F: 3 clusters Score -1675396 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1675440.875000 Penalty: 2838.183350
	Iteration 21Q: 3 clusters Score -1675441 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1675479.375000 Penalty: 2838.183350
	Iteration 22Q: 3 clusters Score -1675479 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1675514.000000 Penalty: 2838.183350
	Iteration 23Q: 3 clusters Score -1675514 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1675566.500000 Penalty: 2838.183350
	Iteration 24Q: 3 clusters Score -1675566 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1675597.750000 Penalty: 2838.183350
	Iteration 25Q: 3 clusters Score -1675598 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1675631.625000 Penalty: 2838.183350
	Iteration 26Q: 3 clusters Score -1675632 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1675660.750000 Penalty: 2838.183350
	Iteration 27Q: 3 clusters Score -1675661 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1675676.125000 Penalty: 2838.183350
	Iteration 28Q: 3 clusters Score -1675676 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1675690.500000 Penalty: 2838.183350
	Iteration 29Q: 3 clusters Score -1675690 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1675705.250000 Penalty: 2838.183350
	Iteration 30Q: 3 clusters Score -1675705 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1675719.750000 Penalty: 2838.183350
	Iteration 31Q: 3 clusters Score -1675720 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1675737.875000 Penalty: 2838.183350
	Iteration 32Q: 3 clusters Score -1675738 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1675745.750000 Penalty: 2838.183350
	Iteration 33Q: 3 clusters Score -1675746 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1675750.000000 Penalty: 2838.183350
	Iteration 34Q: 3 clusters Score -1675750 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1675762.375000 Penalty: 2838.183350
	Iteration 35Q: 3 clusters Score -1675762 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1675775.875000 Penalty: 2838.183350
	Iteration 36Q: 3 clusters Score -1675776 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1675789.125000 Penalty: 2838.183350
	Iteration 37Q: 3 clusters Score -1675789 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1675788.375000 Penalty: 2838.183350
	Iteration 38Q: 3 clusters Score -1675788 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1675797.125000 Penalty: 2838.183350
	Iteration 39Q: 3 clusters Score -1675797 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1675799.500000 Penalty: 2838.183350
	Iteration 40F: 3 clusters Score -1675800 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1675804.625000 Penalty: 2838.183350
	Iteration 41Q: 3 clusters Score -1675805 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1675810.375000 Penalty: 2838.183350
	Iteration 42Q: 3 clusters Score -1675810 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1675820.500000 Penalty: 2838.183350
	Iteration 43Q: 3 clusters Score -1675820 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1675822.625000 Penalty: 2838.183350
	Iteration 44Q: 3 clusters Score -1675823 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1675829.500000 Penalty: 2838.183350
	Iteration 45Q: 3 clusters Score -1675830 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1675838.000000 Penalty: 2838.183350
	Iteration 46Q: 3 clusters Score -1675838 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1675843.375000 Penalty: 2838.183350
	Iteration 47Q: 3 clusters Score -1675843 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1675849.750000 Penalty: 2838.183350
	Iteration 48Q: 3 clusters Score -1675850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1675849.625000 Penalty: 2838.183350
	Iteration 49Q: 3 clusters Score -1675850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1675851.750000 Penalty: 2838.183350
	Iteration 50Q: 3 clusters Score -1675852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1675854.625000 Penalty: 2838.183350
	Iteration 51Q: 3 clusters Score -1675855 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1675861.500000 Penalty: 2838.183350
	Iteration 52Q: 3 clusters Score -1675862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1675861.500000 Penalty: 2838.183350
	Iteration 53Q: 3 clusters Score -1675862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1675862.875000 Penalty: 2838.183350
	Iteration 54Q: 3 clusters Score -1675863 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1675870.000000 Penalty: 2838.183350
	Iteration 55Q: 3 clusters Score -1675870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1675870.375000 Penalty: 2838.183350
	Iteration 56Q: 3 clusters Score -1675870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1675869.375000 Penalty: 2838.183350
	Iteration 57Q: 3 clusters Score -1675869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1675870.250000 Penalty: 2838.183350
	Iteration 58Q: 3 clusters Score -1675870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1675871.250000 Penalty: 2838.183350
	Iteration 59Q: 3 clusters Score -1675871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1675871.875000 Penalty: 2838.183350
	Iteration 60F: 3 clusters Score -1675872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1675868.625000 Penalty: 2838.183350
	Iteration 61Q: 3 clusters Score -1675869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1675871.375000 Penalty: 2838.183350
	Iteration 62Q: 3 clusters Score -1675871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1675870.750000 Penalty: 2838.183350
	Iteration 63Q: 3 clusters Score -1675871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1675870.750000 Penalty: 2838.183350
	Iteration 64F: 3 clusters Score -1675871 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Entering Unmasked Estep 
Score: -667053.187500 Penalty: 1287.558594
	Iteration 0F: 2 clusters Score -667053.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -662939.250000 Penalty: 2575.117188
	Iteration 0F: 3 clusters Score -662939.2 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -664246.312500 Penalty: 2575.117188
	Iteration 1F: 3 clusters Score -664246.3 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -664476.125000 Penalty: 2575.117188
	Iteration 2F: 3 clusters Score -664476.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -664630.625000 Penalty: 2575.117188
	Iteration 3Q: 3 clusters Score -664630.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -664767.250000 Penalty: 2575.117188
	Iteration 4Q: 3 clusters Score -664767.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -664897.687500 Penalty: 2575.117188
	Iteration 5Q: 3 clusters Score -664897.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -665035.187500 Penalty: 2575.117188
	Iteration 6Q: 3 clusters Score -665035.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -665178.125000 Penalty: 2575.117188
	Iteration 7Q: 3 clusters Score -665178.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -665313.000000 Penalty: 2575.117188
	Iteration 8Q: 3 clusters Score -665313 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -665464.812500 Penalty: 2575.117188
	Iteration 9Q: 3 clusters Score -665464.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -665603.375000 Penalty: 2575.117188
	Iteration 10Q: 3 clusters Score -665603.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -665743.875000 Penalty: 2575.117188
	Iteration 11Q: 3 clusters Score -665743.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -665888.375000 Penalty: 2575.117188
	Iteration 12Q: 3 clusters Score -665888.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -666008.875000 Penalty: 2575.117188
	Iteration 13Q: 3 clusters Score -666008.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -666098.437500 Penalty: 2575.117188
	Iteration 14Q: 3 clusters Score -666098.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -666177.187500 Penalty: 2575.117188
	Iteration 15Q: 3 clusters Score -666177.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -666239.625000 Penalty: 2575.117188
	Iteration 16Q: 3 clusters Score -666239.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -666279.250000 Penalty: 2575.117188
	Iteration 17Q: 3 clusters Score -666279.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -666308.125000 Penalty: 2575.117188
	Iteration 18Q: 3 clusters Score -666308.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -666340.125000 Penalty: 2575.117188
	Iteration 19Q: 3 clusters Score -666340.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -666356.812500 Penalty: 2575.117188
	Iteration 20F: 3 clusters Score -666356.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -666378.062500 Penalty: 2575.117188
	Iteration 21Q: 3 clusters Score -666378.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -666400.500000 Penalty: 2575.117188
	Iteration 22Q: 3 clusters Score -666400.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -666422.125000 Penalty: 2575.117188
	Iteration 23Q: 3 clusters Score -666422.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -666436.812500 Penalty: 2575.117188
	Iteration 24Q: 3 clusters Score -666436.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -666452.062500 Penalty: 2575.117188
	Iteration 25Q: 3 clusters Score -666452.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -666465.625000 Penalty: 2575.117188
	Iteration 26Q: 3 clusters Score -666465.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -666483.437500 Penalty: 2575.117188
	Iteration 27Q: 3 clusters Score -666483.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -666502.437500 Penalty: 2575.117188
	Iteration 28Q: 3 clusters Score -666502.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -666512.500000 Penalty: 2575.117188
	Iteration 29Q: 3 clusters Score -666512.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -666522.187500 Penalty: 2575.117188
	Iteration 30Q: 3 clusters Score -666522.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -666529.312500 Penalty: 2575.117188
	Iteration 31Q: 3 clusters Score -666529.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -666533.125000 Penalty: 2575.117188
	Iteration 32Q: 3 clusters Score -666533.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -666535.937500 Penalty: 2575.117188
	Iteration 33Q: 3 clusters Score -666535.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -666536.562500 Penalty: 2575.117188
	Iteration 34Q: 3 clusters Score -666536.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -666536.937500 Penalty: 2575.117188
	Iteration 35Q: 3 clusters Score -666536.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -666538.000000 Penalty: 2575.117188
	Iteration 36Q: 3 clusters Score -666538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -666538.562500 Penalty: 2575.117188
	Iteration 37Q: 3 clusters Score -666538.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -666538.812500 Penalty: 2575.117188
	Iteration 38Q: 3 clusters Score -666538.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -666538.812500 Penalty: 2575.117188
	Iteration 39F: 3 clusters Score -666538.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (52387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52387 members 
Entering Unmasked Estep 
Score: -6673774.500000 Penalty: 1616.922485
	Iteration 0F: 2 clusters Score -6673774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26221 members 
Mstep: Class 2 contains 26166 members 
Entering Unmasked Estep 
Score: -6640648.000000 Penalty: 3233.844971
	Iteration 0F: 3 clusters Score -6640648 nChanged 24186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26097 members 
Mstep: Class 2 contains 26290 members 
Entering Unmasked Estep 
Score: -6653967.500000 Penalty: 3233.844971
	Iteration 1F: 3 clusters Score -6653968 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25782 members 
Mstep: Class 2 contains 26605 members 
Entering Unmasked Estep 
Score: -6654688.500000 Penalty: 3233.844971
	Iteration 2Q: 3 clusters Score -6654688 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25348 members 
Mstep: Class 2 contains 27039 members 
Entering Unmasked Estep 
Score: -6655538.000000 Penalty: 3233.844971
	Iteration 3Q: 3 clusters Score -6655538 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24639 members 
Mstep: Class 2 contains 27748 members 
Entering Unmasked Estep 
Score: -6656508.000000 Penalty: 3233.844971
	Iteration 4Q: 3 clusters Score -6656508 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23637 members 
Mstep: Class 2 contains 28750 members 
Entering Unmasked Estep 
Score: -6657755.000000 Penalty: 3233.844971
	Iteration 5F: 3 clusters Score -6657755 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22282 members 
Mstep: Class 2 contains 30105 members 
Entering Unmasked Estep 
Score: -6659138.500000 Penalty: 3233.844971
	Iteration 6F: 3 clusters Score -6659138 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20732 members 
Mstep: Class 2 contains 31655 members 
Entering Unmasked Estep 
Score: -6660638.500000 Penalty: 3233.844971
	Iteration 7F: 3 clusters Score -6660638 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 33243 members 
Entering Unmasked Estep 
Score: -6661969.500000 Penalty: 3233.844971
	Iteration 8F: 3 clusters Score -6661970 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 34696 members 
Entering Unmasked Estep 
Score: -6662895.000000 Penalty: 3233.844971
	Iteration 9Q: 3 clusters Score -6662895 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 36165 members 
Entering Unmasked Estep 
Score: -6663598.000000 Penalty: 3233.844971
	Iteration 10Q: 3 clusters Score -6663598 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 37722 members 
Entering Unmasked Estep 
Score: -6664207.000000 Penalty: 3233.844971
	Iteration 11Q: 3 clusters Score -6664207 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 39329 members 
Entering Unmasked Estep 
Score: -6664801.500000 Penalty: 3233.844971
	Iteration 12Q: 3 clusters Score -6664802 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 41091 members 
Entering Unmasked Estep 
Score: -6665543.000000 Penalty: 3233.844971
	Iteration 13Q: 3 clusters Score -6665543 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 42957 members 
Entering Unmasked Estep 
Score: -6666443.000000 Penalty: 3233.844971
	Iteration 14Q: 3 clusters Score -6666443 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 44965 members 
Entering Unmasked Estep 
Score: -6667646.000000 Penalty: 3233.844971
	Iteration 15Q: 3 clusters Score -6667646 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 46936 members 
Entering Unmasked Estep 
Score: -6668837.000000 Penalty: 3233.844971
	Iteration 16Q: 3 clusters Score -6668837 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 48598 members 
Entering Unmasked Estep 
Score: -6669963.500000 Penalty: 3233.844971
	Iteration 17Q: 3 clusters Score -6669964 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 49880 members 
Entering Unmasked Estep 
Score: -6670856.000000 Penalty: 3233.844971
	Iteration 18Q: 3 clusters Score -6670856 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 50769 members 
Entering Unmasked Estep 
Score: -6671509.000000 Penalty: 3233.844971
	Iteration 19Q: 3 clusters Score -6671509 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 51277 members 
Entering Unmasked Estep 
Score: -6671870.000000 Penalty: 3233.844971
	Iteration 20F: 3 clusters Score -6671870 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 51576 members 
Entering Unmasked Estep 
Score: -6672084.000000 Penalty: 3233.844971
	Iteration 21Q: 3 clusters Score -6672084 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 51750 members 
Entering Unmasked Estep 
Score: -6672246.500000 Penalty: 3233.844971
	Iteration 22Q: 3 clusters Score -6672246 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 51849 members 
Entering Unmasked Estep 
Score: -6672331.500000 Penalty: 3233.844971
	Iteration 23Q: 3 clusters Score -6672332 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 51907 members 
Entering Unmasked Estep 
Score: -6672365.500000 Penalty: 3233.844971
	Iteration 24Q: 3 clusters Score -6672366 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 51936 members 
Entering Unmasked Estep 
Score: -6672420.000000 Penalty: 3233.844971
	Iteration 25Q: 3 clusters Score -6672420 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 51953 members 
Entering Unmasked Estep 
Score: -6672426.000000 Penalty: 3233.844971
	Iteration 26Q: 3 clusters Score -6672426 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 51972 members 
Entering Unmasked Estep 
Score: -6672435.000000 Penalty: 3233.844971
	Iteration 27Q: 3 clusters Score -6672435 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 51991 members 
Entering Unmasked Estep 
Score: -6672448.500000 Penalty: 3233.844971
	Iteration 28Q: 3 clusters Score -6672448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 51998 members 
Entering Unmasked Estep 
Score: -6672462.500000 Penalty: 3233.844971
	Iteration 29Q: 3 clusters Score -6672462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 52010 members 
Entering Unmasked Estep 
Score: -6672473.000000 Penalty: 3233.844971
	Iteration 30Q: 3 clusters Score -6672473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 52016 members 
Entering Unmasked Estep 
Score: -6672477.500000 Penalty: 3233.844971
	Iteration 31Q: 3 clusters Score -6672478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 52018 members 
Entering Unmasked Estep 
Score: -6672479.500000 Penalty: 3233.844971
	Iteration 32Q: 3 clusters Score -6672480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 52023 members 
Entering Unmasked Estep 
Score: -6672494.500000 Penalty: 3233.844971
	Iteration 33Q: 3 clusters Score -6672494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 52028 members 
Entering Unmasked Estep 
Score: -6672492.500000 Penalty: 3233.844971
	Iteration 34Q: 3 clusters Score -6672492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 52034 members 
Entering Unmasked Estep 
Score: -6672498.500000 Penalty: 3233.844971
	Iteration 35Q: 3 clusters Score -6672498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 52035 members 
Entering Unmasked Estep 
Score: -6672497.000000 Penalty: 3233.844971
	Iteration 36Q: 3 clusters Score -6672497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 52037 members 
Entering Unmasked Estep 
Score: -6672507.500000 Penalty: 3233.844971
	Iteration 37Q: 3 clusters Score -6672508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 52038 members 
Entering Unmasked Estep 
Score: -6672508.000000 Penalty: 3233.844971
	Iteration 38Q: 3 clusters Score -6672508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 52038 members 
Entering Unmasked Estep 
Score: -6672508.000000 Penalty: 3233.844971
	Iteration 39F: 3 clusters Score -6672508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (11143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Entering Unmasked Estep 
Score: -1403727.125000 Penalty: 1386.602661
	Iteration 0F: 2 clusters Score -1403727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1396228.750000 Penalty: 2773.205322
	Iteration 0F: 3 clusters Score -1396229 nChanged 4692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1398644.000000 Penalty: 2773.205322
	Iteration 1F: 3 clusters Score -1398644 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1398977.250000 Penalty: 2773.205322
	Iteration 2F: 3 clusters Score -1398977 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1399235.625000 Penalty: 2773.205322
	Iteration 3F: 3 clusters Score -1399236 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1399452.875000 Penalty: 2773.205322
	Iteration 4Q: 3 clusters Score -1399453 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1399677.000000 Penalty: 2773.205322
	Iteration 5Q: 3 clusters Score -1399677 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1399947.125000 Penalty: 2773.205322
	Iteration 6Q: 3 clusters Score -1399947 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1400238.375000 Penalty: 2773.205322
	Iteration 7Q: 3 clusters Score -1400238 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1400551.625000 Penalty: 2773.205322
	Iteration 8Q: 3 clusters Score -1400552 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1400860.500000 Penalty: 2773.205322
	Iteration 9Q: 3 clusters Score -1400860 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1401228.000000 Penalty: 2773.205322
	Iteration 10Q: 3 clusters Score -1401228 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1401578.000000 Penalty: 2773.205322
	Iteration 11Q: 3 clusters Score -1401578 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -1401891.000000 Penalty: 2773.205322
	Iteration 12Q: 3 clusters Score -1401891 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1402124.625000 Penalty: 2773.205322
	Iteration 13Q: 3 clusters Score -1402125 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1402303.000000 Penalty: 2773.205322
	Iteration 14Q: 3 clusters Score -1402303 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1402415.250000 Penalty: 2773.205322
	Iteration 15Q: 3 clusters Score -1402415 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -1402486.375000 Penalty: 2773.205322
	Iteration 16Q: 3 clusters Score -1402486 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1402541.500000 Penalty: 2773.205322
	Iteration 17Q: 3 clusters Score -1402542 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -1402559.375000 Penalty: 2773.205322
	Iteration 18Q: 3 clusters Score -1402559 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -1402578.375000 Penalty: 2773.205322
	Iteration 19Q: 3 clusters Score -1402578 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1402602.500000 Penalty: 2773.205322
	Iteration 20F: 3 clusters Score -1402602 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1402614.750000 Penalty: 2773.205322
	Iteration 21Q: 3 clusters Score -1402615 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1402624.375000 Penalty: 2773.205322
	Iteration 22Q: 3 clusters Score -1402624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -1402628.625000 Penalty: 2773.205322
	Iteration 23Q: 3 clusters Score -1402629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -1402634.375000 Penalty: 2773.205322
	Iteration 24Q: 3 clusters Score -1402634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1402639.000000 Penalty: 2773.205322
	Iteration 25Q: 3 clusters Score -1402639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -1402642.875000 Penalty: 2773.205322
	Iteration 26Q: 3 clusters Score -1402643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -1402644.875000 Penalty: 2773.205322
	Iteration 27Q: 3 clusters Score -1402645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -1402645.625000 Penalty: 2773.205322
	Iteration 28Q: 3 clusters Score -1402646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -1402645.625000 Penalty: 2773.205322
	Iteration 29F: 3 clusters Score -1402646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (67410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67410 members 
Entering Unmasked Estep 
Score: -8496563.000000 Penalty: 1654.440063
	Iteration 0F: 2 clusters Score -8496563 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33737 members 
Mstep: Class 2 contains 33673 members 
Entering Unmasked Estep 
Score: -8455102.000000 Penalty: 3308.880127
	Iteration 0F: 3 clusters Score -8455102 nChanged 31624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33703 members 
Mstep: Class 2 contains 33707 members 
Entering Unmasked Estep 
Score: -8472955.000000 Penalty: 3308.880127
	Iteration 1F: 3 clusters Score -8472955 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33562 members 
Mstep: Class 2 contains 33848 members 
Entering Unmasked Estep 
Score: -8473539.000000 Penalty: 3308.880127
	Iteration 2Q: 3 clusters Score -8473539 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33415 members 
Mstep: Class 2 contains 33995 members 
Entering Unmasked Estep 
Score: -8474131.000000 Penalty: 3308.880127
	Iteration 3Q: 3 clusters Score -8474131 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33226 members 
Mstep: Class 2 contains 34184 members 
Entering Unmasked Estep 
Score: -8474679.000000 Penalty: 3308.880127
	Iteration 4Q: 3 clusters Score -8474679 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33008 members 
Mstep: Class 2 contains 34402 members 
Entering Unmasked Estep 
Score: -8475217.000000 Penalty: 3308.880127
	Iteration 5Q: 3 clusters Score -8475217 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32745 members 
Mstep: Class 2 contains 34665 members 
Entering Unmasked Estep 
Score: -8475753.000000 Penalty: 3308.880127
	Iteration 6Q: 3 clusters Score -8475753 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32459 members 
Mstep: Class 2 contains 34951 members 
Entering Unmasked Estep 
Score: -8476406.000000 Penalty: 3308.880127
	Iteration 7Q: 3 clusters Score -8476406 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32093 members 
Mstep: Class 2 contains 35317 members 
Entering Unmasked Estep 
Score: -8477054.000000 Penalty: 3308.880127
	Iteration 8Q: 3 clusters Score -8477054 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31689 members 
Mstep: Class 2 contains 35721 members 
Entering Unmasked Estep 
Score: -8477959.000000 Penalty: 3308.880127
	Iteration 9Q: 3 clusters Score -8477959 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31283 members 
Mstep: Class 2 contains 36127 members 
Entering Unmasked Estep 
Score: -8479258.000000 Penalty: 3308.880127
	Iteration 10Q: 3 clusters Score -8479258 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31007 members 
Mstep: Class 2 contains 36403 members 
Entering Unmasked Estep 
Score: -8481024.000000 Penalty: 3308.880127
	Iteration 11Q: 3 clusters Score -8481024 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30738 members 
Mstep: Class 2 contains 36672 members 
Entering Unmasked Estep 
Score: -8483532.000000 Penalty: 3308.880127
	Iteration 12F: 3 clusters Score -8483532 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30510 members 
Mstep: Class 2 contains 36900 members 
Entering Unmasked Estep 
Score: -8486240.000000 Penalty: 3308.880127
	Iteration 13F: 3 clusters Score -8486240 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30392 members 
Mstep: Class 2 contains 37018 members 
Entering Unmasked Estep 
Score: -8488758.000000 Penalty: 3308.880127
	Iteration 14F: 3 clusters Score -8488758 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30501 members 
Mstep: Class 2 contains 36909 members 
Entering Unmasked Estep 
Score: -8490783.000000 Penalty: 3308.880127
	Iteration 15Q: 3 clusters Score -8490783 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30811 members 
Mstep: Class 2 contains 36599 members 
Entering Unmasked Estep 
Score: -8492287.000000 Penalty: 3308.880127
	Iteration 16Q: 3 clusters Score -8492287 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31265 members 
Mstep: Class 2 contains 36145 members 
Entering Unmasked Estep 
Score: -8493624.000000 Penalty: 3308.880127
	Iteration 17Q: 3 clusters Score -8493624 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31812 members 
Mstep: Class 2 contains 35598 members 
Entering Unmasked Estep 
Score: -8494731.000000 Penalty: 3308.880127
	Iteration 18Q: 3 clusters Score -8494731 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32254 members 
Mstep: Class 2 contains 35156 members 
Entering Unmasked Estep 
Score: -8495516.000000 Penalty: 3308.880127
	Iteration 19Q: 3 clusters Score -8495516 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32568 members 
Mstep: Class 2 contains 34842 members 
Entering Unmasked Estep 
Score: -8496013.000000 Penalty: 3308.880127
	Iteration 20F: 3 clusters Score -8496013 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32812 members 
Mstep: Class 2 contains 34598 members 
Entering Unmasked Estep 
Score: -8496294.000000 Penalty: 3308.880127
	Iteration 21Q: 3 clusters Score -8496294 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32997 members 
Mstep: Class 2 contains 34413 members 
Entering Unmasked Estep 
Score: -8496459.000000 Penalty: 3308.880127
	Iteration 22Q: 3 clusters Score -8496459 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33153 members 
Mstep: Class 2 contains 34257 members 
Entering Unmasked Estep 
Score: -8496600.000000 Penalty: 3308.880127
	Iteration 23Q: 3 clusters Score -8496600 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33288 members 
Mstep: Class 2 contains 34122 members 
Entering Unmasked Estep 
Score: -8496675.000000 Penalty: 3308.880127
	Iteration 24Q: 3 clusters Score -8496675 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33424 members 
Mstep: Class 2 contains 33986 members 
Entering Unmasked Estep 
Score: -8496706.000000 Penalty: 3308.880127
	Iteration 25Q: 3 clusters Score -8496706 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33535 members 
Mstep: Class 2 contains 33875 members 
Entering Unmasked Estep 
Score: -8496732.000000 Penalty: 3308.880127
	Iteration 26Q: 3 clusters Score -8496732 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33637 members 
Mstep: Class 2 contains 33773 members 
Entering Unmasked Estep 
Score: -8496737.000000 Penalty: 3308.880127
	Iteration 27Q: 3 clusters Score -8496737 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33715 members 
Mstep: Class 2 contains 33695 members 
Entering Unmasked Estep 
Score: -8496721.000000 Penalty: 3308.880127
	Iteration 28Q: 3 clusters Score -8496721 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33788 members 
Mstep: Class 2 contains 33622 members 
Entering Unmasked Estep 
Score: -8496717.000000 Penalty: 3308.880127
	Iteration 29Q: 3 clusters Score -8496717 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33851 members 
Mstep: Class 2 contains 33559 members 
Entering Unmasked Estep 
Score: -8496721.000000 Penalty: 3308.880127
	Iteration 30Q: 3 clusters Score -8496721 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33903 members 
Mstep: Class 2 contains 33507 members 
Entering Unmasked Estep 
Score: -8496724.000000 Penalty: 3308.880127
	Iteration 31Q: 3 clusters Score -8496724 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33956 members 
Mstep: Class 2 contains 33454 members 
Entering Unmasked Estep 
Score: -8496721.000000 Penalty: 3308.880127
	Iteration 32Q: 3 clusters Score -8496721 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33994 members 
Mstep: Class 2 contains 33416 members 
Entering Unmasked Estep 
Score: -8496727.000000 Penalty: 3308.880127
	Iteration 33Q: 3 clusters Score -8496727 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34020 members 
Mstep: Class 2 contains 33390 members 
Entering Unmasked Estep 
Score: -8496737.000000 Penalty: 3308.880127
	Iteration 34Q: 3 clusters Score -8496737 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34048 members 
Mstep: Class 2 contains 33362 members 
Entering Unmasked Estep 
Score: -8496728.000000 Penalty: 3308.880127
	Iteration 35Q: 3 clusters Score -8496728 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34078 members 
Mstep: Class 2 contains 33332 members 
Entering Unmasked Estep 
Score: -8496727.000000 Penalty: 3308.880127
	Iteration 36Q: 3 clusters Score -8496727 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34106 members 
Mstep: Class 2 contains 33304 members 
Entering Unmasked Estep 
Score: -8496727.000000 Penalty: 3308.880127
	Iteration 37Q: 3 clusters Score -8496727 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34140 members 
Mstep: Class 2 contains 33270 members 
Entering Unmasked Estep 
Score: -8496723.000000 Penalty: 3308.880127
	Iteration 38Q: 3 clusters Score -8496723 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34173 members 
Mstep: Class 2 contains 33237 members 
Entering Unmasked Estep 
Score: -8496738.000000 Penalty: 3308.880127
	Iteration 39Q: 3 clusters Score -8496738 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34200 members 
Mstep: Class 2 contains 33210 members 
Entering Unmasked Estep 
Score: -8496731.000000 Penalty: 3308.880127
	Iteration 40F: 3 clusters Score -8496731 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34232 members 
Mstep: Class 2 contains 33178 members 
Entering Unmasked Estep 
Score: -8496737.000000 Penalty: 3308.880127
	Iteration 41Q: 3 clusters Score -8496737 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34264 members 
Mstep: Class 2 contains 33146 members 
Entering Unmasked Estep 
Score: -8496737.000000 Penalty: 3308.880127
	Iteration 42Q: 3 clusters Score -8496737 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34287 members 
Mstep: Class 2 contains 33123 members 
Entering Unmasked Estep 
Score: -8496752.000000 Penalty: 3308.880127
	Iteration 43Q: 3 clusters Score -8496752 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34314 members 
Mstep: Class 2 contains 33096 members 
Entering Unmasked Estep 
Score: -8496751.000000 Penalty: 3308.880127
	Iteration 44Q: 3 clusters Score -8496751 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34339 members 
Mstep: Class 2 contains 33071 members 
Entering Unmasked Estep 
Score: -8496764.000000 Penalty: 3308.880127
	Iteration 45Q: 3 clusters Score -8496764 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34373 members 
Mstep: Class 2 contains 33037 members 
Entering Unmasked Estep 
Score: -8496767.000000 Penalty: 3308.880127
	Iteration 46Q: 3 clusters Score -8496767 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34399 members 
Mstep: Class 2 contains 33011 members 
Entering Unmasked Estep 
Score: -8496762.000000 Penalty: 3308.880127
	Iteration 47Q: 3 clusters Score -8496762 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34426 members 
Mstep: Class 2 contains 32984 members 
Entering Unmasked Estep 
Score: -8496763.000000 Penalty: 3308.880127
	Iteration 48Q: 3 clusters Score -8496763 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34457 members 
Mstep: Class 2 contains 32953 members 
Entering Unmasked Estep 
Score: -8496749.000000 Penalty: 3308.880127
	Iteration 49Q: 3 clusters Score -8496749 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34485 members 
Mstep: Class 2 contains 32925 members 
Entering Unmasked Estep 
Score: -8496760.000000 Penalty: 3308.880127
	Iteration 50Q: 3 clusters Score -8496760 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34514 members 
Mstep: Class 2 contains 32896 members 
Entering Unmasked Estep 
Score: -8496763.000000 Penalty: 3308.880127
	Iteration 51Q: 3 clusters Score -8496763 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34547 members 
Mstep: Class 2 contains 32863 members 
Entering Unmasked Estep 
Score: -8496763.000000 Penalty: 3308.880127
	Iteration 52Q: 3 clusters Score -8496763 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34581 members 
Mstep: Class 2 contains 32829 members 
Entering Unmasked Estep 
Score: -8496769.000000 Penalty: 3308.880127
	Iteration 53Q: 3 clusters Score -8496769 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34607 members 
Mstep: Class 2 contains 32803 members 
Entering Unmasked Estep 
Score: -8496778.000000 Penalty: 3308.880127
	Iteration 54Q: 3 clusters Score -8496778 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34633 members 
Mstep: Class 2 contains 32777 members 
Entering Unmasked Estep 
Score: -8496762.000000 Penalty: 3308.880127
	Iteration 55Q: 3 clusters Score -8496762 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34664 members 
Mstep: Class 2 contains 32746 members 
Entering Unmasked Estep 
Score: -8496778.000000 Penalty: 3308.880127
	Iteration 56Q: 3 clusters Score -8496778 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34684 members 
Mstep: Class 2 contains 32726 members 
Entering Unmasked Estep 
Score: -8496776.000000 Penalty: 3308.880127
	Iteration 57Q: 3 clusters Score -8496776 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34703 members 
Mstep: Class 2 contains 32707 members 
Entering Unmasked Estep 
Score: -8496786.000000 Penalty: 3308.880127
	Iteration 58Q: 3 clusters Score -8496786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34713 members 
Mstep: Class 2 contains 32697 members 
Entering Unmasked Estep 
Score: -8496795.000000 Penalty: 3308.880127
	Iteration 59Q: 3 clusters Score -8496795 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34726 members 
Mstep: Class 2 contains 32684 members 
Entering Unmasked Estep 
Score: -8496784.000000 Penalty: 3308.880127
	Iteration 60F: 3 clusters Score -8496784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34739 members 
Mstep: Class 2 contains 32671 members 
Entering Unmasked Estep 
Score: -8496784.000000 Penalty: 3308.880127
	Iteration 61Q: 3 clusters Score -8496784 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34753 members 
Mstep: Class 2 contains 32657 members 
Entering Unmasked Estep 
Score: -8496782.000000 Penalty: 3308.880127
	Iteration 62Q: 3 clusters Score -8496782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34766 members 
Mstep: Class 2 contains 32644 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8496787 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34782 members 
Mstep: Class 2 contains 32628 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8496782 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34798 members 
Mstep: Class 2 contains 32612 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8496783 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34813 members 
Mstep: Class 2 contains 32597 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8496790 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34835 members 
Mstep: Class 2 contains 32575 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8496792 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34861 members 
Mstep: Class 2 contains 32549 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8496780 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34880 members 
Mstep: Class 2 contains 32530 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8496783 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34902 members 
Mstep: Class 2 contains 32508 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8496789 nChanged 25
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Mstep: Class 1 contains 34925 members 
Mstep: Class 2 contains 32485 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8496785 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 2 contains 32457 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8496789 nChanged 17
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Mstep: Class 1 contains 34970 members 
Mstep: Class 2 contains 32440 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8496798 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34987 members 
Mstep: Class 2 contains 32423 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8496803 nChanged 18
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8496802 nChanged 20
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Mstep: Class 1 contains 35025 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8496804 nChanged 24
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Mstep: Class 1 contains 35049 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8496793 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35075 members 
Mstep: Class 2 contains 32335 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8496809 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35108 members 
Mstep: Class 2 contains 32302 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8496818 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35131 members 
Mstep: Class 2 contains 32279 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8496825 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35165 members 
Mstep: Class 2 contains 32245 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8496817 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35209 members 
Mstep: Class 2 contains 32201 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8496816 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35238 members 
Mstep: Class 2 contains 32172 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8496810 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35272 members 
Mstep: Class 2 contains 32138 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8496806 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35303 members 
Mstep: Class 2 contains 32107 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8496814 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35333 members 
Mstep: Class 2 contains 32077 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8496815 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35352 members 
Mstep: Class 2 contains 32058 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8496817 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35378 members 
Mstep: Class 2 contains 32032 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8496827 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35403 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8496834 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35428 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8496818 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35456 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8496823 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35490 members 
Mstep: Class 2 contains 31920 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8496828 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35518 members 
Mstep: Class 2 contains 31892 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8496823 nChanged 38
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8496836 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 2 contains 31813 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8496835 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8496841 nChanged 34
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8496842 nChanged 30
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8496844 nChanged 40
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8496845 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35783 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8496857 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35826 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8496852 nChanged 35
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Mstep: Class 1 contains 35861 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8496848 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35893 members 
Mstep: Class 2 contains 31517 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8496852 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35929 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8496831 nChanged 39
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8496838 nChanged 39
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8496839 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36051 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8496846 nChanged 38
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8496839 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36125 members 
Mstep: Class 2 contains 31285 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -8496825 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36155 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -8496822 nChanged 23
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -8496820 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36197 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -8496828 nChanged 13
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -8496844 nChanged 14
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -8496831 nChanged 13
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -8496836 nChanged 14
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -8496832 nChanged 18
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -8496825 nChanged 16
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -8496820 nChanged 16
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -8496810 nChanged 17
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -8496820 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36334 members 
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -8496810 nChanged 18
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -8496808 nChanged 13
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -8496816 nChanged 16
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -8496817 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36396 members 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -8496814 nChanged 19
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -8496813 nChanged 18
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -8496812 nChanged 12
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -8496817 nChanged 11
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -8496805 nChanged 13
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -8496820 nChanged 13
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -8496820 nChanged 13
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -8496821 nChanged 17
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -8496835 nChanged 20
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -8496834 nChanged 20
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -8496841 nChanged 16
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -8496829 nChanged 18
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -8496838 nChanged 23
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -8496827 nChanged 15
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -8496826 nChanged 12
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -8496831 nChanged 10
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	Iteration 141Q: 3 clusters Score -8496826 nChanged 8
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	Iteration 142Q: 3 clusters Score -8496835 nChanged 9
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Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -8496829 nChanged 5
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Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -8496830 nChanged 4
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -8496821 nChanged 3
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Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -8496820 nChanged 4
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -8496814 nChanged 6
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	Iteration 148Q: 3 clusters Score -8496815 nChanged 3
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	Iteration 149Q: 3 clusters Score -8496810 nChanged 2
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	Iteration 150Q: 3 clusters Score -8496808 nChanged 4
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Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -8496811 nChanged 6
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	Iteration 152Q: 3 clusters Score -8496808 nChanged 9
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	Iteration 153Q: 3 clusters Score -8496806 nChanged 12
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	Iteration 154Q: 3 clusters Score -8496803 nChanged 16
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Mstep: Class 2 contains 30675 members 
Entering Unmasked Estep 
Score: -8496789.000000 Penalty: 3308.880127
	Iteration 155Q: 3 clusters Score -8496789 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36749 members 
Mstep: Class 2 contains 30661 members 
Entering Unmasked Estep 
Score: -8496797.000000 Penalty: 3308.880127
	Iteration 156Q: 3 clusters Score -8496797 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36761 members 
Mstep: Class 2 contains 30649 members 
Entering Unmasked Estep 
Score: -8496791.000000 Penalty: 3308.880127
	Iteration 157Q: 3 clusters Score -8496791 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36771 members 
Mstep: Class 2 contains 30639 members 
Entering Unmasked Estep 
Score: -8496790.000000 Penalty: 3308.880127
	Iteration 158Q: 3 clusters Score -8496790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36781 members 
Mstep: Class 2 contains 30629 members 
Entering Unmasked Estep 
Score: -8496796.000000 Penalty: 3308.880127
	Iteration 159Q: 3 clusters Score -8496796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36786 members 
Mstep: Class 2 contains 30624 members 
Entering Unmasked Estep 
Score: -8496795.000000 Penalty: 3308.880127
	Iteration 160F: 3 clusters Score -8496795 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36796 members 
Mstep: Class 2 contains 30614 members 
Entering Unmasked Estep 
Score: -8496800.000000 Penalty: 3308.880127
	Iteration 161Q: 3 clusters Score -8496800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36808 members 
Mstep: Class 2 contains 30602 members 
Entering Unmasked Estep 
Score: -8496792.000000 Penalty: 3308.880127
	Iteration 162Q: 3 clusters Score -8496792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36819 members 
Mstep: Class 2 contains 30591 members 
Entering Unmasked Estep 
Score: -8496797.000000 Penalty: 3308.880127
	Iteration 163Q: 3 clusters Score -8496797 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36827 members 
Mstep: Class 2 contains 30583 members 
Entering Unmasked Estep 
Score: -8496801.000000 Penalty: 3308.880127
	Iteration 164Q: 3 clusters Score -8496801 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36835 members 
Mstep: Class 2 contains 30575 members 
Entering Unmasked Estep 
Score: -8496792.000000 Penalty: 3308.880127
	Iteration 165Q: 3 clusters Score -8496792 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36845 members 
Mstep: Class 2 contains 30565 members 
Entering Unmasked Estep 
Score: -8496797.000000 Penalty: 3308.880127
	Iteration 166Q: 3 clusters Score -8496797 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36854 members 
Mstep: Class 2 contains 30556 members 
Entering Unmasked Estep 
Score: -8496795.000000 Penalty: 3308.880127
	Iteration 167Q: 3 clusters Score -8496795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36861 members 
Mstep: Class 2 contains 30549 members 
Entering Unmasked Estep 
Score: -8496796.000000 Penalty: 3308.880127
	Iteration 168Q: 3 clusters Score -8496796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36866 members 
Mstep: Class 2 contains 30544 members 
Entering Unmasked Estep 
Score: -8496803.000000 Penalty: 3308.880127
	Iteration 169Q: 3 clusters Score -8496803 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36874 members 
Mstep: Class 2 contains 30536 members 
Entering Unmasked Estep 
Score: -8496799.000000 Penalty: 3308.880127
	Iteration 170Q: 3 clusters Score -8496799 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36884 members 
Mstep: Class 2 contains 30526 members 
Entering Unmasked Estep 
Score: -8496799.000000 Penalty: 3308.880127
	Iteration 171Q: 3 clusters Score -8496799 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36899 members 
Mstep: Class 2 contains 30511 members 
Entering Unmasked Estep 
Score: -8496802.000000 Penalty: 3308.880127
	Iteration 172Q: 3 clusters Score -8496802 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36917 members 
Mstep: Class 2 contains 30493 members 
Entering Unmasked Estep 
Score: -8496792.000000 Penalty: 3308.880127
	Iteration 173Q: 3 clusters Score -8496792 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36933 members 
Mstep: Class 2 contains 30477 members 
Entering Unmasked Estep 
Score: -8496795.000000 Penalty: 3308.880127
	Iteration 174Q: 3 clusters Score -8496795 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36944 members 
Mstep: Class 2 contains 30466 members 
Entering Unmasked Estep 
Score: -8496798.000000 Penalty: 3308.880127
	Iteration 175Q: 3 clusters Score -8496798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36953 members 
Mstep: Class 2 contains 30457 members 
Entering Unmasked Estep 
Score: -8496801.000000 Penalty: 3308.880127
	Iteration 176Q: 3 clusters Score -8496801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36957 members 
Mstep: Class 2 contains 30453 members 
Entering Unmasked Estep 
Score: -8496803.000000 Penalty: 3308.880127
	Iteration 177Q: 3 clusters Score -8496803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36959 members 
Mstep: Class 2 contains 30451 members 
Entering Unmasked Estep 
Score: -8496793.000000 Penalty: 3308.880127
	Iteration 178Q: 3 clusters Score -8496793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36959 members 
Mstep: Class 2 contains 30451 members 
Entering Unmasked Estep 
Score: -8496793.000000 Penalty: 3308.880127
	Iteration 179F: 3 clusters Score -8496793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 11978 members 
Mstep: Class 3 contains 1718 members 
Mstep: Class 4 contains 40121 members 
Mstep: Class 5 contains 10098 members 
Mstep: Class 6 contains 38319 members 
Mstep: Class 7 contains 31590 members 
Mstep: Class 8 contains 4133 members 
Mstep: Class 9 contains 6914 members 
Mstep: Class 10 contains 8639 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 21778 members 
Mstep: Class 13 contains 15070 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 3871 members 
Mstep: Class 17 contains 51332 members 
Mstep: Class 18 contains 36471 members 
Mstep: Class 19 contains 21961 members 
Mstep: Class 20 contains 7184 members 
Mstep: Class 21 contains 19728 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35694 members 
Mstep: Class 25 contains 13862 members 
Mstep: Class 26 contains 5727 members 
Mstep: Class 27 contains 52387 members 
Mstep: Class 28 contains 11143 members 
Mstep: Class 29 contains 36959 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16043 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 524 members 
Mstep: Class 36 contains 62306 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9143 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20716 members 
Mstep: Class 42 contains 8784 members 
Mstep: Class 43 contains 30451 members 
Entering Unmasked Estep 
Score: -80996048.000000 Penalty: 85805.187500
Splitting cluster 29 changes total score from -80996160.000000 to -80996048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Entering Unmasked Estep 
Score: -25900.003906 Penalty: 895.204224
	Iteration 0F: 2 clusters Score -25900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -25181.435547 Penalty: 1790.408447
	Iteration 0F: 3 clusters Score -25181.44 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -25444.890625 Penalty: 1790.408447
	Iteration 1F: 3 clusters Score -25444.89 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -25556.912109 Penalty: 1790.408447
	Iteration 2F: 3 clusters Score -25556.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -25628.423828 Penalty: 1790.408447
	Iteration 3Q: 3 clusters Score -25628.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -25656.062500 Penalty: 1790.408447
	Iteration 4Q: 3 clusters Score -25656.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -25681.839844 Penalty: 1790.408447
	Iteration 5Q: 3 clusters Score -25681.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -25721.140625 Penalty: 1790.408447
	Iteration 6Q: 3 clusters Score -25721.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -25751.841797 Penalty: 1790.408447
	Iteration 7Q: 3 clusters Score -25751.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -25756.787109 Penalty: 1790.408447
	Iteration 8Q: 3 clusters Score -25756.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -25756.787109 Penalty: 1790.408447
	Iteration 9F: 3 clusters Score -25756.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Entering Unmasked Estep 
Score: -43557.585938 Penalty: 887.380615
	Iteration 0F: 2 clusters Score -43557.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -42743.886719 Penalty: 1774.761230
	Iteration 0F: 3 clusters Score -42743.89 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -42951.929688 Penalty: 1774.761230
	Iteration 1F: 3 clusters Score -42951.93 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -43035.511719 Penalty: 1774.761230
	Iteration 2Q: 3 clusters Score -43035.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -43079.804688 Penalty: 1774.761230
	Iteration 3Q: 3 clusters Score -43079.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -43098.984375 Penalty: 1774.761230
	Iteration 4Q: 3 clusters Score -43098.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -43103.089844 Penalty: 1774.761230
	Iteration 5Q: 3 clusters Score -43103.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -43103.089844 Penalty: 1774.761230
	Iteration 6F: 3 clusters Score -43103.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (16043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Entering Unmasked Estep 
Score: -2029767.250000 Penalty: 1440.834595
	Iteration 0F: 2 clusters Score -2029767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -2019191.125000 Penalty: 2881.669189
	Iteration 0F: 3 clusters Score -2019191 nChanged 6918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -2022891.125000 Penalty: 2881.669189
	Iteration 1F: 3 clusters Score -2022891 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -2023190.625000 Penalty: 2881.669189
	Iteration 2F: 3 clusters Score -2023191 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -2023404.750000 Penalty: 2881.669189
	Iteration 3Q: 3 clusters Score -2023405 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -2023567.750000 Penalty: 2881.669189
	Iteration 4Q: 3 clusters Score -2023568 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -2023682.250000 Penalty: 2881.669189
	Iteration 5Q: 3 clusters Score -2023682 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -2023800.625000 Penalty: 2881.669189
	Iteration 6Q: 3 clusters Score -2023801 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -2023912.000000 Penalty: 2881.669189
	Iteration 7Q: 3 clusters Score -2023912 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -2024020.500000 Penalty: 2881.669189
	Iteration 8Q: 3 clusters Score -2024020 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -2024161.000000 Penalty: 2881.669189
	Iteration 9Q: 3 clusters Score -2024161 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -2024277.500000 Penalty: 2881.669189
	Iteration 10Q: 3 clusters Score -2024278 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -2024449.250000 Penalty: 2881.669189
	Iteration 11Q: 3 clusters Score -2024449 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -2024631.625000 Penalty: 2881.669189
	Iteration 12Q: 3 clusters Score -2024632 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -2024870.750000 Penalty: 2881.669189
	Iteration 13Q: 3 clusters Score -2024871 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -2025162.500000 Penalty: 2881.669189
	Iteration 14Q: 3 clusters Score -2025162 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -2025508.500000 Penalty: 2881.669189
	Iteration 15Q: 3 clusters Score -2025508 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -2025874.250000 Penalty: 2881.669189
	Iteration 16Q: 3 clusters Score -2025874 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -2026257.875000 Penalty: 2881.669189
	Iteration 17Q: 3 clusters Score -2026258 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -2026628.375000 Penalty: 2881.669189
	Iteration 18Q: 3 clusters Score -2026628 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -2026987.625000 Penalty: 2881.669189
	Iteration 19Q: 3 clusters Score -2026988 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -2027229.625000 Penalty: 2881.669189
	Iteration 20F: 3 clusters Score -2027230 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -2027360.000000 Penalty: 2881.669189
	Iteration 21Q: 3 clusters Score -2027360 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -2027445.125000 Penalty: 2881.669189
	Iteration 22Q: 3 clusters Score -2027445 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -2027488.625000 Penalty: 2881.669189
	Iteration 23Q: 3 clusters Score -2027489 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -2027525.125000 Penalty: 2881.669189
	Iteration 24Q: 3 clusters Score -2027525 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -2027544.125000 Penalty: 2881.669189
	Iteration 25Q: 3 clusters Score -2027544 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -2027556.000000 Penalty: 2881.669189
	Iteration 26Q: 3 clusters Score -2027556 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -2027573.375000 Penalty: 2881.669189
	Iteration 27Q: 3 clusters Score -2027573 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -2027582.250000 Penalty: 2881.669189
	Iteration 28Q: 3 clusters Score -2027582 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -2027594.750000 Penalty: 2881.669189
	Iteration 29Q: 3 clusters Score -2027595 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -2027601.125000 Penalty: 2881.669189
	Iteration 30Q: 3 clusters Score -2027601 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -2027606.500000 Penalty: 2881.669189
	Iteration 31Q: 3 clusters Score -2027606 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -2027611.500000 Penalty: 2881.669189
	Iteration 32Q: 3 clusters Score -2027612 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -2027617.125000 Penalty: 2881.669189
	Iteration 33Q: 3 clusters Score -2027617 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -2027625.500000 Penalty: 2881.669189
	Iteration 34Q: 3 clusters Score -2027626 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -2027624.750000 Penalty: 2881.669189
	Iteration 35Q: 3 clusters Score -2027625 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -2027622.375000 Penalty: 2881.669189
	Iteration 36Q: 3 clusters Score -2027622 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -2027627.875000 Penalty: 2881.669189
	Iteration 37Q: 3 clusters Score -2027628 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -2027627.500000 Penalty: 2881.669189
	Iteration 38Q: 3 clusters Score -2027628 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -2027632.750000 Penalty: 2881.669189
	Iteration 39Q: 3 clusters Score -2027633 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -2027637.500000 Penalty: 2881.669189
	Iteration 40F: 3 clusters Score -2027638 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -2027636.000000 Penalty: 2881.669189
	Iteration 41Q: 3 clusters Score -2027636 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -2027641.375000 Penalty: 2881.669189
	Iteration 42Q: 3 clusters Score -2027641 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -2027640.750000 Penalty: 2881.669189
	Iteration 43Q: 3 clusters Score -2027641 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -2027638.000000 Penalty: 2881.669189
	Iteration 44Q: 3 clusters Score -2027638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -2027640.250000 Penalty: 2881.669189
	Iteration 45Q: 3 clusters Score -2027640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -2027643.375000 Penalty: 2881.669189
	Iteration 46Q: 3 clusters Score -2027643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -2027642.000000 Penalty: 2881.669189
	Iteration 47Q: 3 clusters Score -2027642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -2027640.625000 Penalty: 2881.669189
	Iteration 48Q: 3 clusters Score -2027641 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -2027640.250000 Penalty: 2881.669189
	Iteration 49Q: 3 clusters Score -2027640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -2027643.375000 Penalty: 2881.669189
	Iteration 50Q: 3 clusters Score -2027643 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -2027644.500000 Penalty: 2881.669189
	Iteration 51Q: 3 clusters Score -2027644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -2027646.625000 Penalty: 2881.669189
	Iteration 52Q: 3 clusters Score -2027647 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -2027645.500000 Penalty: 2881.669189
	Iteration 53Q: 3 clusters Score -2027646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -2027648.625000 Penalty: 2881.669189
	Iteration 54Q: 3 clusters Score -2027649 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -2027651.125000 Penalty: 2881.669189
	Iteration 55Q: 3 clusters Score -2027651 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -2027645.625000 Penalty: 2881.669189
	Iteration 56Q: 3 clusters Score -2027646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -2027649.250000 Penalty: 2881.669189
	Iteration 57Q: 3 clusters Score -2027649 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -2027646.250000 Penalty: 2881.669189
	Iteration 58Q: 3 clusters Score -2027646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -2027650.500000 Penalty: 2881.669189
	Iteration 59Q: 3 clusters Score -2027650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -2027655.000000 Penalty: 2881.669189
	Iteration 60F: 3 clusters Score -2027655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -2027654.500000 Penalty: 2881.669189
	Iteration 61Q: 3 clusters Score -2027654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -2027653.625000 Penalty: 2881.669189
	Iteration 62Q: 3 clusters Score -2027654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -2027653.125000 Penalty: 2881.669189
	Iteration 63Q: 3 clusters Score -2027653 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -2027654.625000 Penalty: 2881.669189
	Iteration 64Q: 3 clusters Score -2027655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -2027657.375000 Penalty: 2881.669189
	Iteration 65Q: 3 clusters Score -2027657 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -2027657.375000 Penalty: 2881.669189
	Iteration 66F: 3 clusters Score -2027657 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Entering Unmasked Estep 
Score: -140661.656250 Penalty: 1053.382690
	Iteration 0F: 2 clusters Score -140661.7 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 601 members 
Entering Unmasked Estep 
Score: -139272.593750 Penalty: 2106.765381
	Iteration 0F: 3 clusters Score -139272.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -139543.750000 Penalty: 2106.765381
	Iteration 1F: 3 clusters Score -139543.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -139611.843750 Penalty: 2106.765381
	Iteration 2F: 3 clusters Score -139611.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -139661.015625 Penalty: 2106.765381
	Iteration 3Q: 3 clusters Score -139661 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -139701.859375 Penalty: 2106.765381
	Iteration 4Q: 3 clusters Score -139701.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -139723.687500 Penalty: 2106.765381
	Iteration 5Q: 3 clusters Score -139723.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -139736.312500 Penalty: 2106.765381
	Iteration 6Q: 3 clusters Score -139736.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -139745.109375 Penalty: 2106.765381
	Iteration 7Q: 3 clusters Score -139745.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -139754.109375 Penalty: 2106.765381
	Iteration 8Q: 3 clusters Score -139754.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -139761.562500 Penalty: 2106.765381
	Iteration 9Q: 3 clusters Score -139761.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -139768.375000 Penalty: 2106.765381
	Iteration 10Q: 3 clusters Score -139768.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -139772.328125 Penalty: 2106.765381
	Iteration 11Q: 3 clusters Score -139772.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -139777.109375 Penalty: 2106.765381
	Iteration 12Q: 3 clusters Score -139777.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -139781.265625 Penalty: 2106.765381
	Iteration 13Q: 3 clusters Score -139781.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -139783.187500 Penalty: 2106.765381
	Iteration 14Q: 3 clusters Score -139783.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -139786.093750 Penalty: 2106.765381
	Iteration 15Q: 3 clusters Score -139786.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -139789.593750 Penalty: 2106.765381
	Iteration 16Q: 3 clusters Score -139789.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -139794.828125 Penalty: 2106.765381
	Iteration 17Q: 3 clusters Score -139794.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -139798.906250 Penalty: 2106.765381
	Iteration 18Q: 3 clusters Score -139798.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -139798.906250 Penalty: 2106.765381
	Iteration 19F: 3 clusters Score -139798.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -127422.687500 Penalty: 1044.870117
	Iteration 0F: 2 clusters Score -127422.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -126095.093750 Penalty: 2089.740234
	Iteration 0F: 3 clusters Score -126095.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -126405.648438 Penalty: 2089.740234
	Iteration 1F: 3 clusters Score -126405.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -126482.960938 Penalty: 2089.740234
	Iteration 2F: 3 clusters Score -126483 nChanged 29
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: -126521.882812 Penalty: 2089.740234
	Iteration 3Q: 3 clusters Score -126521.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -126545.414062 Penalty: 2089.740234
	Iteration 4Q: 3 clusters Score -126545.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -126557.531250 Penalty: 2089.740234
	Iteration 5Q: 3 clusters Score -126557.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -126567.750000 Penalty: 2089.740234
	Iteration 6Q: 3 clusters Score -126567.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -126573.078125 Penalty: 2089.740234
	Iteration 7Q: 3 clusters Score -126573.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -126576.945312 Penalty: 2089.740234
	Iteration 8Q: 3 clusters Score -126576.9 nChanged 5
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: -126583.289062 Penalty: 2089.740234
	Iteration 9Q: 3 clusters Score -126583.3 nChanged 4
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: -126589.804688 Penalty: 2089.740234
	Iteration 10Q: 3 clusters Score -126589.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -126599.125000 Penalty: 2089.740234
	Iteration 11Q: 3 clusters Score -126599.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -126608.351562 Penalty: 2089.740234
	Iteration 12Q: 3 clusters Score -126608.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -126617.359375 Penalty: 2089.740234
	Iteration 13Q: 3 clusters Score -126617.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -126622.289062 Penalty: 2089.740234
	Iteration 14Q: 3 clusters Score -126622.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -126629.890625 Penalty: 2089.740234
	Iteration 15Q: 3 clusters Score -126629.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -126636.718750 Penalty: 2089.740234
	Iteration 16Q: 3 clusters Score -126636.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -126640.625000 Penalty: 2089.740234
	Iteration 17Q: 3 clusters Score -126640.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -126640.625000 Penalty: 2089.740234
	Iteration 18F: 3 clusters Score -126640.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Entering Unmasked Estep 
Score: -47275.578125 Penalty: 931.710022
	Iteration 0F: 2 clusters Score -47275.58 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 275 members 
Entering Unmasked Estep 
Score: -46401.523438 Penalty: 1863.420044
	Iteration 0F: 3 clusters Score -46401.52 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -46677.996094 Penalty: 1863.420044
	Iteration 1F: 3 clusters Score -46678 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -46780.015625 Penalty: 1863.420044
	Iteration 2F: 3 clusters Score -46780.02 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -46866.074219 Penalty: 1863.420044
	Iteration 3Q: 3 clusters Score -46866.07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -46918.433594 Penalty: 1863.420044
	Iteration 4Q: 3 clusters Score -46918.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -46964.257812 Penalty: 1863.420044
	Iteration 5Q: 3 clusters Score -46964.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -46981.074219 Penalty: 1863.420044
	Iteration 6Q: 3 clusters Score -46981.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -46993.980469 Penalty: 1863.420044
	Iteration 7Q: 3 clusters Score -46993.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -47008.800781 Penalty: 1863.420044
	Iteration 8Q: 3 clusters Score -47008.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -47027.445312 Penalty: 1863.420044
	Iteration 9Q: 3 clusters Score -47027.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -47047.964844 Penalty: 1863.420044
	Iteration 10Q: 3 clusters Score -47047.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -47064.632812 Penalty: 1863.420044
	Iteration 11Q: 3 clusters Score -47064.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -47081.253906 Penalty: 1863.420044
	Iteration 12Q: 3 clusters Score -47081.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -47088.421875 Penalty: 1863.420044
	Iteration 13Q: 3 clusters Score -47088.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -47091.578125 Penalty: 1863.420044
	Iteration 14Q: 3 clusters Score -47091.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -47091.578125 Penalty: 1863.420044
	Iteration 15F: 3 clusters Score -47091.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (62306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62306 members 
Entering Unmasked Estep 
Score: -7948915.500000 Penalty: 1642.724243
	Iteration 0F: 2 clusters Score -7948916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31111 members 
Mstep: Class 2 contains 31195 members 
Entering Unmasked Estep 
Score: -7910380.000000 Penalty: 3285.448486
	Iteration 0F: 3 clusters Score -7910380 nChanged 29019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30352 members 
Mstep: Class 2 contains 31954 members 
Entering Unmasked Estep 
Score: -7926576.000000 Penalty: 3285.448486
	Iteration 1F: 3 clusters Score -7926576 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29860 members 
Mstep: Class 2 contains 32446 members 
Entering Unmasked Estep 
Score: -7927426.500000 Penalty: 3285.448486
	Iteration 2Q: 3 clusters Score -7927426 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29114 members 
Mstep: Class 2 contains 33192 members 
Entering Unmasked Estep 
Score: -7928436.500000 Penalty: 3285.448486
	Iteration 3Q: 3 clusters Score -7928436 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28175 members 
Mstep: Class 2 contains 34131 members 
Entering Unmasked Estep 
Score: -7929660.000000 Penalty: 3285.448486
	Iteration 4Q: 3 clusters Score -7929660 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26931 members 
Mstep: Class 2 contains 35375 members 
Entering Unmasked Estep 
Score: -7931085.000000 Penalty: 3285.448486
	Iteration 5F: 3 clusters Score -7931085 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25369 members 
Mstep: Class 2 contains 36937 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -7932630 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23525 members 
Mstep: Class 2 contains 38781 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -7934262 nChanged 3180
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 40781 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -7935837 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 42899 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -7937228 nChanged 2754
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 44997 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -7938534 nChanged 2415
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 47000 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -7939634 nChanged 2147
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 48849 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -7940754 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 50554 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -7941894 nChanged 1717
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 52033 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -7942903 nChanged 1472
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Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 53199 members 
Entering Unmasked Estep 
Score: -7943716.500000 Penalty: 3285.448486
	Iteration 15Q: 3 clusters Score -7943716 nChanged 1217
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 54054 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -7944376 nChanged 961
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 54671 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -7944856 nChanged 794
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Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 55163 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -7945199 nChanged 627
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 55584 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -7945418 nChanged 502
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Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 55966 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -7945604 nChanged 417
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Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 56311 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -7945750 nChanged 369
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Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 56656 members 
Entering Unmasked Estep 
Score: -7945901.000000 Penalty: 3285.448486
	Iteration 22Q: 3 clusters Score -7945901 nChanged 355
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Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 56991 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -7946034 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 57312 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -7946148 nChanged 334
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Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 57630 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -7946300 nChanged 340
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Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 57960 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -7946455 nChanged 288
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Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 58234 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -7946573 nChanged 255
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 58487 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -7946665 nChanged 224
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Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 58705 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -7946725 nChanged 207
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Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 58906 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -7946804 nChanged 185
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Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 59087 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -7946864 nChanged 156
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Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 59239 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -7946932 nChanged 118
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Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 59355 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -7947010 nChanged 119
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Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 59472 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -7947045 nChanged 119
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Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 59583 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -7947089 nChanged 98
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Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 59671 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -7947125 nChanged 83
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Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 59742 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -7947153 nChanged 61
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Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 59801 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -7947170 nChanged 66
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Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 59867 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -7947202 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 59931 members 
Entering Unmasked Estep 
Score: -7947227.000000 Penalty: 3285.448486
	Iteration 40F: 3 clusters Score -7947227 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 59992 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7947256 nChanged 60
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Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 60042 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -7947272 nChanged 50
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Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 60082 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7947281 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 60129 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7947300 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 60171 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -7947324 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 60211 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -7947344 nChanged 45
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Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 60252 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -7947358 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 60275 members 
Entering Unmasked Estep 
Score: -7947356.000000 Penalty: 3285.448486
	Iteration 48Q: 3 clusters Score -7947356 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 60292 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -7947376 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 60312 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7947376 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 60330 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7947375 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 60354 members 
Entering Unmasked Estep 
Score: -7947391.500000 Penalty: 3285.448486
	Iteration 52Q: 3 clusters Score -7947392 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 60377 members 
Entering Unmasked Estep 
Score: -7947408.000000 Penalty: 3285.448486
	Iteration 53Q: 3 clusters Score -7947408 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 60406 members 
Entering Unmasked Estep 
Score: -7947409.500000 Penalty: 3285.448486
	Iteration 54Q: 3 clusters Score -7947410 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 60424 members 
Entering Unmasked Estep 
Score: -7947404.000000 Penalty: 3285.448486
	Iteration 55Q: 3 clusters Score -7947404 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 60437 members 
Entering Unmasked Estep 
Score: -7947416.000000 Penalty: 3285.448486
	Iteration 56Q: 3 clusters Score -7947416 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 60446 members 
Entering Unmasked Estep 
Score: -7947420.500000 Penalty: 3285.448486
	Iteration 57Q: 3 clusters Score -7947420 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 60462 members 
Entering Unmasked Estep 
Score: -7947423.000000 Penalty: 3285.448486
	Iteration 58Q: 3 clusters Score -7947423 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 60474 members 
Entering Unmasked Estep 
Score: -7947425.500000 Penalty: 3285.448486
	Iteration 59Q: 3 clusters Score -7947426 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 60490 members 
Entering Unmasked Estep 
Score: -7947434.500000 Penalty: 3285.448486
	Iteration 60F: 3 clusters Score -7947434 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 60499 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7947425 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 60510 members 
Entering Unmasked Estep 
Score: -7947428.500000 Penalty: 3285.448486
	Iteration 62Q: 3 clusters Score -7947428 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 60519 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7947432 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 60525 members 
Entering Unmasked Estep 
Score: -7947438.000000 Penalty: 3285.448486
	Iteration 64Q: 3 clusters Score -7947438 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 60535 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7947450 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 60547 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7947452 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 60557 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7947452 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 60566 members 
Entering Unmasked Estep 
Score: -7947455.000000 Penalty: 3285.448486
	Iteration 68Q: 3 clusters Score -7947455 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 60573 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7947451 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 60581 members 
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	Iteration 70Q: 3 clusters Score -7947455 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 60586 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7947461 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 60592 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7947458 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 60595 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7947468 nChanged 6
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Mstep: Class 1 contains 1705 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7947464 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1701 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -7947463 nChanged 6
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Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 60611 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7947468 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 60615 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -7947474 nChanged 10
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Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 60621 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7947483 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 60628 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7947496 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 60635 members 
Entering Unmasked Estep 
Score: -7947488.500000 Penalty: 3285.448486
	Iteration 80F: 3 clusters Score -7947488 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1664 members 
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Entering Unmasked Estep 
Score: -7947489.500000 Penalty: 3285.448486
	Iteration 81Q: 3 clusters Score -7947490 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 60649 members 
Entering Unmasked Estep 
Score: -7947493.500000 Penalty: 3285.448486
	Iteration 82Q: 3 clusters Score -7947494 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 60657 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -7947490 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1637 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7947494 nChanged 19
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Mstep: Class 1 contains 1618 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7947510 nChanged 22
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Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 60710 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -7947505 nChanged 16
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Mstep: Class 1 contains 1580 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -7947508 nChanged 13
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Mstep: Class 1 contains 1569 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7947508 nChanged 12
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Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 60747 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -7947499 nChanged 11
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Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 60758 members 
Entering Unmasked Estep 
Score: -7947511.000000 Penalty: 3285.448486
	Iteration 90Q: 3 clusters Score -7947511 nChanged 14
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Mstep: Class 1 contains 1534 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7947518 nChanged 17
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Mstep: Class 1 contains 1519 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7947521 nChanged 17
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Mstep: Class 1 contains 1502 members 
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Entering Unmasked Estep 
Score: -7947522.500000 Penalty: 3285.448486
	Iteration 93Q: 3 clusters Score -7947522 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 60817 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7947534 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1480 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -7947533 nChanged 11
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Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 60837 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7947547 nChanged 12
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7947559 nChanged 7
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Mstep: Class 2 contains 60856 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7947564 nChanged 8
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Mstep: Class 1 contains 1442 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -7947559 nChanged 8
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Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 60870 members 
Entering Unmasked Estep 
Score: -7947570.000000 Penalty: 3285.448486
	Iteration 100F: 3 clusters Score -7947570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 60870 members 
Entering Unmasked Estep 
Score: -7947571.500000 Penalty: 3285.448486
	Iteration 101Q: 3 clusters Score -7947572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 60872 members 
Entering Unmasked Estep 
Score: -7947575.000000 Penalty: 3285.448486
	Iteration 102Q: 3 clusters Score -7947575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 60874 members 
Entering Unmasked Estep 
Score: -7947576.500000 Penalty: 3285.448486
	Iteration 103Q: 3 clusters Score -7947576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 60879 members 
Entering Unmasked Estep 
Score: -7947579.500000 Penalty: 3285.448486
	Iteration 104Q: 3 clusters Score -7947580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 60885 members 
Entering Unmasked Estep 
Score: -7947585.500000 Penalty: 3285.448486
	Iteration 105Q: 3 clusters Score -7947586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 60893 members 
Entering Unmasked Estep 
Score: -7947589.500000 Penalty: 3285.448486
	Iteration 106Q: 3 clusters Score -7947590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 60900 members 
Entering Unmasked Estep 
Score: -7947595.000000 Penalty: 3285.448486
	Iteration 107Q: 3 clusters Score -7947595 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 60909 members 
Entering Unmasked Estep 
Score: -7947594.000000 Penalty: 3285.448486
	Iteration 108Q: 3 clusters Score -7947594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 60914 members 
Entering Unmasked Estep 
Score: -7947591.000000 Penalty: 3285.448486
	Iteration 109Q: 3 clusters Score -7947591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 60919 members 
Entering Unmasked Estep 
Score: -7947597.000000 Penalty: 3285.448486
	Iteration 110Q: 3 clusters Score -7947597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 60924 members 
Entering Unmasked Estep 
Score: -7947600.000000 Penalty: 3285.448486
	Iteration 111Q: 3 clusters Score -7947600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 60930 members 
Entering Unmasked Estep 
Score: -7947608.000000 Penalty: 3285.448486
	Iteration 112Q: 3 clusters Score -7947608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 60936 members 
Entering Unmasked Estep 
Score: -7947611.500000 Penalty: 3285.448486
	Iteration 113Q: 3 clusters Score -7947612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 60945 members 
Entering Unmasked Estep 
Score: -7947605.000000 Penalty: 3285.448486
	Iteration 114Q: 3 clusters Score -7947605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 60951 members 
Entering Unmasked Estep 
Score: -7947612.500000 Penalty: 3285.448486
	Iteration 115Q: 3 clusters Score -7947612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 60954 members 
Entering Unmasked Estep 
Score: -7947610.500000 Penalty: 3285.448486
	Iteration 116Q: 3 clusters Score -7947610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 60958 members 
Entering Unmasked Estep 
Score: -7947615.000000 Penalty: 3285.448486
	Iteration 117Q: 3 clusters Score -7947615 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 60966 members 
Entering Unmasked Estep 
Score: -7947617.500000 Penalty: 3285.448486
	Iteration 118Q: 3 clusters Score -7947618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 60969 members 
Entering Unmasked Estep 
Score: -7947617.500000 Penalty: 3285.448486
	Iteration 119Q: 3 clusters Score -7947618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 60971 members 
Entering Unmasked Estep 
Score: -7947615.000000 Penalty: 3285.448486
	Iteration 120F: 3 clusters Score -7947615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 60972 members 
Entering Unmasked Estep 
Score: -7947621.500000 Penalty: 3285.448486
	Iteration 121Q: 3 clusters Score -7947622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 60974 members 
Entering Unmasked Estep 
Score: -7947622.500000 Penalty: 3285.448486
	Iteration 122Q: 3 clusters Score -7947622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 60974 members 
Entering Unmasked Estep 
Score: -7947622.500000 Penalty: 3285.448486
	Iteration 123F: 3 clusters Score -7947622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Entering Unmasked Estep 
Score: -32535.533203 Penalty: 897.366028
	Iteration 0F: 2 clusters Score -32535.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -31766.271484 Penalty: 1794.732056
	Iteration 0F: 3 clusters Score -31766.27 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -32042.585938 Penalty: 1794.732056
	Iteration 1F: 3 clusters Score -32042.59 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -32247.533203 Penalty: 1794.732056
	Iteration 2F: 3 clusters Score -32247.53 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -32352.359375 Penalty: 1794.732056
	Iteration 3Q: 3 clusters Score -32352.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -32406.105469 Penalty: 1794.732056
	Iteration 4Q: 3 clusters Score -32406.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -32462.115234 Penalty: 1794.732056
	Iteration 5Q: 3 clusters Score -32462.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -32480.541016 Penalty: 1794.732056
	Iteration 6Q: 3 clusters Score -32480.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -32480.541016 Penalty: 1794.732056
	Iteration 7F: 3 clusters Score -32480.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (9143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Entering Unmasked Estep 
Score: -1160360.750000 Penalty: 1357.166748
	Iteration 0F: 2 clusters Score -1160361 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1154203.500000 Penalty: 2714.333496
	Iteration 0F: 3 clusters Score -1154204 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1156206.375000 Penalty: 2714.333496
	Iteration 1F: 3 clusters Score -1156206 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1156526.000000 Penalty: 2714.333496
	Iteration 2F: 3 clusters Score -1156526 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1156764.375000 Penalty: 2714.333496
	Iteration 3F: 3 clusters Score -1156764 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1156958.500000 Penalty: 2714.333496
	Iteration 4Q: 3 clusters Score -1156958 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1157114.625000 Penalty: 2714.333496
	Iteration 5Q: 3 clusters Score -1157115 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1157255.625000 Penalty: 2714.333496
	Iteration 6Q: 3 clusters Score -1157256 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1157397.500000 Penalty: 2714.333496
	Iteration 7Q: 3 clusters Score -1157398 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1157546.500000 Penalty: 2714.333496
	Iteration 8Q: 3 clusters Score -1157546 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1157700.000000 Penalty: 2714.333496
	Iteration 9Q: 3 clusters Score -1157700 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1157861.375000 Penalty: 2714.333496
	Iteration 10Q: 3 clusters Score -1157861 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1158003.750000 Penalty: 2714.333496
	Iteration 11Q: 3 clusters Score -1158004 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1158110.000000 Penalty: 2714.333496
	Iteration 12Q: 3 clusters Score -1158110 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1158231.000000 Penalty: 2714.333496
	Iteration 13Q: 3 clusters Score -1158231 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1158353.125000 Penalty: 2714.333496
	Iteration 14Q: 3 clusters Score -1158353 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1158465.000000 Penalty: 2714.333496
	Iteration 15Q: 3 clusters Score -1158465 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1158593.000000 Penalty: 2714.333496
	Iteration 16Q: 3 clusters Score -1158593 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1158715.250000 Penalty: 2714.333496
	Iteration 17Q: 3 clusters Score -1158715 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1158833.125000 Penalty: 2714.333496
	Iteration 18Q: 3 clusters Score -1158833 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1158919.500000 Penalty: 2714.333496
	Iteration 19Q: 3 clusters Score -1158920 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1158992.375000 Penalty: 2714.333496
	Iteration 20F: 3 clusters Score -1158992 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1159037.250000 Penalty: 2714.333496
	Iteration 21Q: 3 clusters Score -1159037 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1159082.500000 Penalty: 2714.333496
	Iteration 22Q: 3 clusters Score -1159082 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1159114.750000 Penalty: 2714.333496
	Iteration 23Q: 3 clusters Score -1159115 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1159138.000000 Penalty: 2714.333496
	Iteration 24Q: 3 clusters Score -1159138 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1159158.875000 Penalty: 2714.333496
	Iteration 25Q: 3 clusters Score -1159159 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1159172.750000 Penalty: 2714.333496
	Iteration 26Q: 3 clusters Score -1159173 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1159184.625000 Penalty: 2714.333496
	Iteration 27Q: 3 clusters Score -1159185 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1159195.000000 Penalty: 2714.333496
	Iteration 28Q: 3 clusters Score -1159195 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1159208.375000 Penalty: 2714.333496
	Iteration 29Q: 3 clusters Score -1159208 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1159222.750000 Penalty: 2714.333496
	Iteration 30Q: 3 clusters Score -1159223 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1159233.750000 Penalty: 2714.333496
	Iteration 31Q: 3 clusters Score -1159234 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1159243.875000 Penalty: 2714.333496
	Iteration 32Q: 3 clusters Score -1159244 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1159251.875000 Penalty: 2714.333496
	Iteration 33Q: 3 clusters Score -1159252 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1159265.500000 Penalty: 2714.333496
	Iteration 34Q: 3 clusters Score -1159266 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1159271.500000 Penalty: 2714.333496
	Iteration 35Q: 3 clusters Score -1159272 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1159284.125000 Penalty: 2714.333496
	Iteration 36Q: 3 clusters Score -1159284 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1159293.500000 Penalty: 2714.333496
	Iteration 37Q: 3 clusters Score -1159294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1159297.875000 Penalty: 2714.333496
	Iteration 38Q: 3 clusters Score -1159298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1159299.875000 Penalty: 2714.333496
	Iteration 39Q: 3 clusters Score -1159300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1159303.875000 Penalty: 2714.333496
	Iteration 40F: 3 clusters Score -1159304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1159306.625000 Penalty: 2714.333496
	Iteration 41Q: 3 clusters Score -1159307 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1159310.375000 Penalty: 2714.333496
	Iteration 42Q: 3 clusters Score -1159310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1159317.750000 Penalty: 2714.333496
	Iteration 43Q: 3 clusters Score -1159318 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1159325.750000 Penalty: 2714.333496
	Iteration 44Q: 3 clusters Score -1159326 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1159336.000000 Penalty: 2714.333496
	Iteration 45Q: 3 clusters Score -1159336 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1159343.750000 Penalty: 2714.333496
	Iteration 46Q: 3 clusters Score -1159344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1159350.750000 Penalty: 2714.333496
	Iteration 47Q: 3 clusters Score -1159351 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1159355.000000 Penalty: 2714.333496
	Iteration 48Q: 3 clusters Score -1159355 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1159363.875000 Penalty: 2714.333496
	Iteration 49Q: 3 clusters Score -1159364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1159367.000000 Penalty: 2714.333496
	Iteration 50Q: 3 clusters Score -1159367 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1159373.625000 Penalty: 2714.333496
	Iteration 51Q: 3 clusters Score -1159374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1159373.750000 Penalty: 2714.333496
	Iteration 52Q: 3 clusters Score -1159374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1159375.500000 Penalty: 2714.333496
	Iteration 53Q: 3 clusters Score -1159376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1159378.625000 Penalty: 2714.333496
	Iteration 54Q: 3 clusters Score -1159379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1159379.375000 Penalty: 2714.333496
	Iteration 55Q: 3 clusters Score -1159379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1159380.125000 Penalty: 2714.333496
	Iteration 56Q: 3 clusters Score -1159380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1159381.375000 Penalty: 2714.333496
	Iteration 57Q: 3 clusters Score -1159381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1159383.375000 Penalty: 2714.333496
	Iteration 58Q: 3 clusters Score -1159383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1159385.625000 Penalty: 2714.333496
	Iteration 59Q: 3 clusters Score -1159386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1159385.250000 Penalty: 2714.333496
	Iteration 60F: 3 clusters Score -1159385 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Entering Unmasked Estep 
Score: -26578.460938 Penalty: 847.227356
	Iteration 0F: 2 clusters Score -26578.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -25865.976562 Penalty: 1694.454712
	Iteration 0F: 3 clusters Score -25865.98 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -25963.378906 Penalty: 1694.454712
	Iteration 1F: 3 clusters Score -25963.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -25995.091797 Penalty: 1694.454712
	Iteration 2Q: 3 clusters Score -25995.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -26022.501953 Penalty: 1694.454712
	Iteration 3Q: 3 clusters Score -26022.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -26031.541016 Penalty: 1694.454712
	Iteration 4Q: 3 clusters Score -26031.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -26051.833984 Penalty: 1694.454712
	Iteration 5Q: 3 clusters Score -26051.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -26061.255859 Penalty: 1694.454712
	Iteration 6Q: 3 clusters Score -26061.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -26070.107422 Penalty: 1694.454712
	Iteration 7Q: 3 clusters Score -26070.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -26072.285156 Penalty: 1694.454712
	Iteration 8Q: 3 clusters Score -26072.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -26074.974609 Penalty: 1694.454712
	Iteration 9Q: 3 clusters Score -26074.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -26074.974609 Penalty: 1694.454712
	Iteration 10F: 3 clusters Score -26074.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Entering Unmasked Estep 
Score: -18713.841797 Penalty: 830.824219
	Iteration 0F: 2 clusters Score -18713.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -18093.367188 Penalty: 1661.648438
	Iteration 0F: 3 clusters Score -18093.37 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -18291.962891 Penalty: 1661.648438
	Iteration 1F: 3 clusters Score -18291.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -18346.511719 Penalty: 1661.648438
	Iteration 2Q: 3 clusters Score -18346.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -18371.916016 Penalty: 1661.648438
	Iteration 3Q: 3 clusters Score -18371.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -18376.783203 Penalty: 1661.648438
	Iteration 4Q: 3 clusters Score -18376.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -18379.037109 Penalty: 1661.648438
	Iteration 5Q: 3 clusters Score -18379.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -18379.037109 Penalty: 1661.648438
	Iteration 6F: 3 clusters Score -18379.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (20716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Entering Unmasked Estep 
Score: -2611609.250000 Penalty: 1478.872925
	Iteration 0F: 2 clusters Score -2611609 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -2598007.750000 Penalty: 2957.745850
	Iteration 0F: 3 clusters Score -2598008 nChanged 9031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -2602915.000000 Penalty: 2957.745850
	Iteration 1F: 3 clusters Score -2602915 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -2603257.250000 Penalty: 2957.745850
	Iteration 2Q: 3 clusters Score -2603257 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -2603549.750000 Penalty: 2957.745850
	Iteration 3Q: 3 clusters Score -2603550 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -2603786.250000 Penalty: 2957.745850
	Iteration 4Q: 3 clusters Score -2603786 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -2603985.250000 Penalty: 2957.745850
	Iteration 5Q: 3 clusters Score -2603985 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -2604171.500000 Penalty: 2957.745850
	Iteration 6Q: 3 clusters Score -2604172 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -2604343.250000 Penalty: 2957.745850
	Iteration 7Q: 3 clusters Score -2604343 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -2604520.500000 Penalty: 2957.745850
	Iteration 8Q: 3 clusters Score -2604520 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -2604689.000000 Penalty: 2957.745850
	Iteration 9Q: 3 clusters Score -2604689 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -2604872.250000 Penalty: 2957.745850
	Iteration 10Q: 3 clusters Score -2604872 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -2605056.750000 Penalty: 2957.745850
	Iteration 11Q: 3 clusters Score -2605057 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -2605279.500000 Penalty: 2957.745850
	Iteration 12Q: 3 clusters Score -2605280 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -2605516.250000 Penalty: 2957.745850
	Iteration 13Q: 3 clusters Score -2605516 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -2605800.000000 Penalty: 2957.745850
	Iteration 14Q: 3 clusters Score -2605800 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -2606146.750000 Penalty: 2957.745850
	Iteration 15Q: 3 clusters Score -2606147 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -2606658.250000 Penalty: 2957.745850
	Iteration 16Q: 3 clusters Score -2606658 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -2607224.250000 Penalty: 2957.745850
	Iteration 17Q: 3 clusters Score -2607224 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -2607867.000000 Penalty: 2957.745850
	Iteration 18Q: 3 clusters Score -2607867 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -2608555.500000 Penalty: 2957.745850
	Iteration 19Q: 3 clusters Score -2608556 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -2609175.250000 Penalty: 2957.745850
	Iteration 20F: 3 clusters Score -2609175 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -2609630.250000 Penalty: 2957.745850
	Iteration 21Q: 3 clusters Score -2609630 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -2609914.750000 Penalty: 2957.745850
	Iteration 22Q: 3 clusters Score -2609915 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -2610100.250000 Penalty: 2957.745850
	Iteration 23Q: 3 clusters Score -2610100 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 20246 members 
Entering Unmasked Estep 
Score: -2610214.250000 Penalty: 2957.745850
	Iteration 24Q: 3 clusters Score -2610214 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 20301 members 
Entering Unmasked Estep 
Score: -2610274.000000 Penalty: 2957.745850
	Iteration 25Q: 3 clusters Score -2610274 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 20333 members 
Entering Unmasked Estep 
Score: -2610308.750000 Penalty: 2957.745850
	Iteration 26Q: 3 clusters Score -2610309 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -2610337.750000 Penalty: 2957.745850
	Iteration 27Q: 3 clusters Score -2610338 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -2610357.750000 Penalty: 2957.745850
	Iteration 28Q: 3 clusters Score -2610358 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -2610376.750000 Penalty: 2957.745850
	Iteration 29Q: 3 clusters Score -2610377 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 20398 members 
Entering Unmasked Estep 
Score: -2610391.250000 Penalty: 2957.745850
	Iteration 30Q: 3 clusters Score -2610391 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 20411 members 
Entering Unmasked Estep 
Score: -2610408.750000 Penalty: 2957.745850
	Iteration 31Q: 3 clusters Score -2610409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -2610415.500000 Penalty: 2957.745850
	Iteration 32Q: 3 clusters Score -2610416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 20421 members 
Entering Unmasked Estep 
Score: -2610424.000000 Penalty: 2957.745850
	Iteration 33Q: 3 clusters Score -2610424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -2610428.250000 Penalty: 2957.745850
	Iteration 34Q: 3 clusters Score -2610428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -2610432.750000 Penalty: 2957.745850
	Iteration 35Q: 3 clusters Score -2610433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 20426 members 
Entering Unmasked Estep 
Score: -2610433.750000 Penalty: 2957.745850
	Iteration 36Q: 3 clusters Score -2610434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -2610439.000000 Penalty: 2957.745850
	Iteration 37Q: 3 clusters Score -2610439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -2610442.250000 Penalty: 2957.745850
	Iteration 38Q: 3 clusters Score -2610442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 20433 members 
Entering Unmasked Estep 
Score: -2610447.250000 Penalty: 2957.745850
	Iteration 39Q: 3 clusters Score -2610447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -2610452.500000 Penalty: 2957.745850
	Iteration 40F: 3 clusters Score -2610452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -2610455.500000 Penalty: 2957.745850
	Iteration 41Q: 3 clusters Score -2610456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -2610454.500000 Penalty: 2957.745850
	Iteration 42Q: 3 clusters Score -2610454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -2610461.500000 Penalty: 2957.745850
	Iteration 43Q: 3 clusters Score -2610462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -2610466.000000 Penalty: 2957.745850
	Iteration 44Q: 3 clusters Score -2610466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -2610465.000000 Penalty: 2957.745850
	Iteration 45Q: 3 clusters Score -2610465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -2610469.250000 Penalty: 2957.745850
	Iteration 46Q: 3 clusters Score -2610469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -2610469.250000 Penalty: 2957.745850
	Iteration 47F: 3 clusters Score -2610469 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (8784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Entering Unmasked Estep 
Score: -1113330.375000 Penalty: 1351.206299
	Iteration 0F: 2 clusters Score -1113330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1107295.625000 Penalty: 2702.412598
	Iteration 0F: 3 clusters Score -1107296 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1109179.625000 Penalty: 2702.412598
	Iteration 1F: 3 clusters Score -1109180 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1109463.125000 Penalty: 2702.412598
	Iteration 2F: 3 clusters Score -1109463 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1109647.125000 Penalty: 2702.412598
	Iteration 3Q: 3 clusters Score -1109647 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1109785.000000 Penalty: 2702.412598
	Iteration 4Q: 3 clusters Score -1109785 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1109915.875000 Penalty: 2702.412598
	Iteration 5Q: 3 clusters Score -1109916 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1110044.750000 Penalty: 2702.412598
	Iteration 6Q: 3 clusters Score -1110045 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1110210.250000 Penalty: 2702.412598
	Iteration 7Q: 3 clusters Score -1110210 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1110416.500000 Penalty: 2702.412598
	Iteration 8Q: 3 clusters Score -1110416 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1110672.625000 Penalty: 2702.412598
	Iteration 9Q: 3 clusters Score -1110673 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1110923.375000 Penalty: 2702.412598
	Iteration 10Q: 3 clusters Score -1110923 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1111215.375000 Penalty: 2702.412598
	Iteration 11Q: 3 clusters Score -1111215 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1111467.500000 Penalty: 2702.412598
	Iteration 12Q: 3 clusters Score -1111468 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1111672.000000 Penalty: 2702.412598
	Iteration 13Q: 3 clusters Score -1111672 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1111842.000000 Penalty: 2702.412598
	Iteration 14Q: 3 clusters Score -1111842 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1111969.250000 Penalty: 2702.412598
	Iteration 15Q: 3 clusters Score -1111969 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1112041.625000 Penalty: 2702.412598
	Iteration 16Q: 3 clusters Score -1112042 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1112093.250000 Penalty: 2702.412598
	Iteration 17Q: 3 clusters Score -1112093 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1112125.000000 Penalty: 2702.412598
	Iteration 18Q: 3 clusters Score -1112125 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1112148.250000 Penalty: 2702.412598
	Iteration 19Q: 3 clusters Score -1112148 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1112169.125000 Penalty: 2702.412598
	Iteration 20F: 3 clusters Score -1112169 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1112183.000000 Penalty: 2702.412598
	Iteration 21Q: 3 clusters Score -1112183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1112189.500000 Penalty: 2702.412598
	Iteration 22Q: 3 clusters Score -1112190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1112192.500000 Penalty: 2702.412598
	Iteration 23Q: 3 clusters Score -1112192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1112194.375000 Penalty: 2702.412598
	Iteration 24Q: 3 clusters Score -1112194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1112194.375000 Penalty: 2702.412598
	Iteration 25F: 3 clusters Score -1112194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 11978 members 
Mstep: Class 3 contains 1718 members 
Mstep: Class 4 contains 40121 members 
Mstep: Class 5 contains 10098 members 
Mstep: Class 6 contains 38319 members 
Mstep: Class 7 contains 31590 members 
Mstep: Class 8 contains 4133 members 
Mstep: Class 9 contains 6914 members 
Mstep: Class 10 contains 8639 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 21778 members 
Mstep: Class 13 contains 15070 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 3871 members 
Mstep: Class 17 contains 51332 members 
Mstep: Class 18 contains 36471 members 
Mstep: Class 19 contains 21961 members 
Mstep: Class 20 contains 7184 members 
Mstep: Class 21 contains 19728 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35694 members 
Mstep: Class 25 contains 13862 members 
Mstep: Class 26 contains 5727 members 
Mstep: Class 27 contains 52387 members 
Mstep: Class 28 contains 11143 members 
Mstep: Class 29 contains 67410 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16043 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 524 members 
Mstep: Class 36 contains 62306 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9143 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20716 members 
Mstep: Class 42 contains 8784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996152.000000 Penalty: 83809.710938
Iteration 359Q: 43 clusters Score -8.099615e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 11978 members 
Mstep: Class 3 contains 1718 members 
Mstep: Class 4 contains 40122 members 
Mstep: Class 5 contains 10098 members 
Mstep: Class 6 contains 38319 members 
Mstep: Class 7 contains 31590 members 
Mstep: Class 8 contains 4133 members 
Mstep: Class 9 contains 6914 members 
Mstep: Class 10 contains 8639 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 21778 members 
Mstep: Class 13 contains 15070 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 3871 members 
Mstep: Class 17 contains 51328 members 
Mstep: Class 18 contains 36471 members 
Mstep: Class 19 contains 21961 members 
Mstep: Class 20 contains 7184 members 
Mstep: Class 21 contains 19728 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35694 members 
Mstep: Class 25 contains 13862 members 
Mstep: Class 26 contains 5727 members 
Mstep: Class 27 contains 52389 members 
Mstep: Class 28 contains 11143 members 
Mstep: Class 29 contains 67412 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16043 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 524 members 
Mstep: Class 36 contains 62305 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9143 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20716 members 
Mstep: Class 42 contains 8784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996120.000000 Penalty: 83809.710938
Iteration 360F: 43 clusters Score -8.099612e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 11978 members 
Mstep: Class 3 contains 1718 members 
Mstep: Class 4 contains 40121 members 
Mstep: Class 5 contains 10098 members 
Mstep: Class 6 contains 38319 members 
Mstep: Class 7 contains 31589 members 
Mstep: Class 8 contains 4133 members 
Mstep: Class 9 contains 6914 members 
Mstep: Class 10 contains 8639 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 21778 members 
Mstep: Class 13 contains 15070 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 3871 members 
Mstep: Class 17 contains 51328 members 
Mstep: Class 18 contains 36471 members 
Mstep: Class 19 contains 21961 members 
Mstep: Class 20 contains 7184 members 
Mstep: Class 21 contains 19728 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35694 members 
Mstep: Class 25 contains 13862 members 
Mstep: Class 26 contains 5727 members 
Mstep: Class 27 contains 52389 members 
Mstep: Class 28 contains 11143 members 
Mstep: Class 29 contains 67411 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16043 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 524 members 
Mstep: Class 36 contains 62308 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9143 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20716 members 
Mstep: Class 42 contains 8784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996088.000000 Penalty: 83809.710938
Iteration 361Q: 43 clusters Score -8.099609e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 11978 members 
Mstep: Class 3 contains 1718 members 
Mstep: Class 4 contains 40122 members 
Mstep: Class 5 contains 10098 members 
Mstep: Class 6 contains 38319 members 
Mstep: Class 7 contains 31589 members 
Mstep: Class 8 contains 4133 members 
Mstep: Class 9 contains 6914 members 
Mstep: Class 10 contains 8639 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 21778 members 
Mstep: Class 13 contains 15070 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 3871 members 
Mstep: Class 17 contains 51328 members 
Mstep: Class 18 contains 36471 members 
Mstep: Class 19 contains 21961 members 
Mstep: Class 20 contains 7184 members 
Mstep: Class 21 contains 19728 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35694 members 
Mstep: Class 25 contains 13861 members 
Mstep: Class 26 contains 5727 members 
Mstep: Class 27 contains 52387 members 
Mstep: Class 28 contains 11143 members 
Mstep: Class 29 contains 67412 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16043 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 524 members 
Mstep: Class 36 contains 62309 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9143 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20716 members 
Mstep: Class 42 contains 8784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996104.000000 Penalty: 83809.710938
Iteration 362Q: 43 clusters Score -8.09961e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 11978 members 
Mstep: Class 3 contains 1718 members 
Mstep: Class 4 contains 40121 members 
Mstep: Class 5 contains 10098 members 
Mstep: Class 6 contains 38320 members 
Mstep: Class 7 contains 31589 members 
Mstep: Class 8 contains 4133 members 
Mstep: Class 9 contains 6914 members 
Mstep: Class 10 contains 8639 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 21778 members 
Mstep: Class 13 contains 15070 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 3871 members 
Mstep: Class 17 contains 51326 members 
Mstep: Class 18 contains 36471 members 
Mstep: Class 19 contains 21961 members 
Mstep: Class 20 contains 7184 members 
Mstep: Class 21 contains 19728 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35694 members 
Mstep: Class 25 contains 13861 members 
Mstep: Class 26 contains 5727 members 
Mstep: Class 27 contains 52385 members 
Mstep: Class 28 contains 11143 members 
Mstep: Class 29 contains 67414 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16043 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 524 members 
Mstep: Class 36 contains 62311 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9143 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20716 members 
Mstep: Class 42 contains 8784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996096.000000 Penalty: 83809.710938
Iteration 363Q: 43 clusters Score -8.09961e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 11978 members 
Mstep: Class 3 contains 1718 members 
Mstep: Class 4 contains 40119 members 
Mstep: Class 5 contains 10098 members 
Mstep: Class 6 contains 38320 members 
Mstep: Class 7 contains 31588 members 
Mstep: Class 8 contains 4133 members 
Mstep: Class 9 contains 6914 members 
Mstep: Class 10 contains 8639 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 21778 members 
Mstep: Class 13 contains 15070 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 3871 members 
Mstep: Class 17 contains 51327 members 
Mstep: Class 18 contains 36471 members 
Mstep: Class 19 contains 21961 members 
Mstep: Class 20 contains 7184 members 
Mstep: Class 21 contains 19728 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35694 members 
Mstep: Class 25 contains 13862 members 
Mstep: Class 26 contains 5727 members 
Mstep: Class 27 contains 52386 members 
Mstep: Class 28 contains 11143 members 
Mstep: Class 29 contains 67415 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16043 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 524 members 
Mstep: Class 36 contains 62310 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9143 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20716 members 
Mstep: Class 42 contains 8784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996096.000000 Penalty: 83809.710938
Iteration 364Q: 43 clusters Score -8.09961e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 11978 members 
Mstep: Class 3 contains 1718 members 
Mstep: Class 4 contains 40118 members 
Mstep: Class 5 contains 10098 members 
Mstep: Class 6 contains 38320 members 
Mstep: Class 7 contains 31587 members 
Mstep: Class 8 contains 4133 members 
Mstep: Class 9 contains 6914 members 
Mstep: Class 10 contains 8639 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 21778 members 
Mstep: Class 13 contains 15070 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 3871 members 
Mstep: Class 17 contains 51329 members 
Mstep: Class 18 contains 36472 members 
Mstep: Class 19 contains 21961 members 
Mstep: Class 20 contains 7184 members 
Mstep: Class 21 contains 19728 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35695 members 
Mstep: Class 25 contains 13862 members 
Mstep: Class 26 contains 5727 members 
Mstep: Class 27 contains 52387 members 
Mstep: Class 28 contains 11143 members 
Mstep: Class 29 contains 67414 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16043 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 524 members 
Mstep: Class 36 contains 62308 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9143 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20716 members 
Mstep: Class 42 contains 8784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996088.000000 Penalty: 83809.710938
Iteration 365Q: 43 clusters Score -8.099609e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 11978 members 
Mstep: Class 3 contains 1718 members 
Mstep: Class 4 contains 40118 members 
Mstep: Class 5 contains 10098 members 
Mstep: Class 6 contains 38320 members 
Mstep: Class 7 contains 31587 members 
Mstep: Class 8 contains 4133 members 
Mstep: Class 9 contains 6914 members 
Mstep: Class 10 contains 8639 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 21778 members 
Mstep: Class 13 contains 15070 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 3871 members 
Mstep: Class 17 contains 51329 members 
Mstep: Class 18 contains 36472 members 
Mstep: Class 19 contains 21961 members 
Mstep: Class 20 contains 7184 members 
Mstep: Class 21 contains 19728 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35695 members 
Mstep: Class 25 contains 13862 members 
Mstep: Class 26 contains 5727 members 
Mstep: Class 27 contains 52389 members 
Mstep: Class 28 contains 11143 members 
Mstep: Class 29 contains 67414 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16043 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 524 members 
Mstep: Class 36 contains 62306 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9143 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20716 members 
Mstep: Class 42 contains 8784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996088.000000 Penalty: 83809.710938
Iteration 366Q: 43 clusters Score -8.099609e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 11978 members 
Mstep: Class 3 contains 1718 members 
Mstep: Class 4 contains 40118 members 
Mstep: Class 5 contains 10098 members 
Mstep: Class 6 contains 38320 members 
Mstep: Class 7 contains 31587 members 
Mstep: Class 8 contains 4133 members 
Mstep: Class 9 contains 6914 members 
Mstep: Class 10 contains 8639 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 21778 members 
Mstep: Class 13 contains 15070 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 3871 members 
Mstep: Class 17 contains 51329 members 
Mstep: Class 18 contains 36472 members 
Mstep: Class 19 contains 21961 members 
Mstep: Class 20 contains 7184 members 
Mstep: Class 21 contains 19728 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35695 members 
Mstep: Class 25 contains 13862 members 
Mstep: Class 26 contains 5727 members 
Mstep: Class 27 contains 52390 members 
Mstep: Class 28 contains 11143 members 
Mstep: Class 29 contains 67414 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16043 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 524 members 
Mstep: Class 36 contains 62305 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9143 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20716 members 
Mstep: Class 42 contains 8784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996096.000000 Penalty: 83809.710938
Iteration 367Q: 43 clusters Score -8.09961e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 11978 members 
Mstep: Class 3 contains 1718 members 
Mstep: Class 4 contains 40118 members 
Mstep: Class 5 contains 10098 members 
Mstep: Class 6 contains 38319 members 
Mstep: Class 7 contains 31587 members 
Mstep: Class 8 contains 4133 members 
Mstep: Class 9 contains 6914 members 
Mstep: Class 10 contains 8639 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 21778 members 
Mstep: Class 13 contains 15070 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 3871 members 
Mstep: Class 17 contains 51329 members 
Mstep: Class 18 contains 36472 members 
Mstep: Class 19 contains 21961 members 
Mstep: Class 20 contains 7184 members 
Mstep: Class 21 contains 19728 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35695 members 
Mstep: Class 25 contains 13862 members 
Mstep: Class 26 contains 5727 members 
Mstep: Class 27 contains 52391 members 
Mstep: Class 28 contains 11143 members 
Mstep: Class 29 contains 67414 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16043 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 524 members 
Mstep: Class 36 contains 62305 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9143 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20716 members 
Mstep: Class 42 contains 8784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996088.000000 Penalty: 83809.710938
Iteration 368Q: 43 clusters Score -8.099609e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 11978 members 
Mstep: Class 3 contains 1718 members 
Mstep: Class 4 contains 40118 members 
Mstep: Class 5 contains 10098 members 
Mstep: Class 6 contains 38319 members 
Mstep: Class 7 contains 31587 members 
Mstep: Class 8 contains 4133 members 
Mstep: Class 9 contains 6914 members 
Mstep: Class 10 contains 8639 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 21778 members 
Mstep: Class 13 contains 15070 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 3871 members 
Mstep: Class 17 contains 51329 members 
Mstep: Class 18 contains 36472 members 
Mstep: Class 19 contains 21961 members 
Mstep: Class 20 contains 7184 members 
Mstep: Class 21 contains 19728 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35695 members 
Mstep: Class 25 contains 13862 members 
Mstep: Class 26 contains 5727 members 
Mstep: Class 27 contains 52390 members 
Mstep: Class 28 contains 11143 members 
Mstep: Class 29 contains 67414 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16043 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 524 members 
Mstep: Class 36 contains 62306 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9143 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20716 members 
Mstep: Class 42 contains 8784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996080.000000 Penalty: 83809.710938
Iteration 369Q: 43 clusters Score -8.099608e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 11978 members 
Mstep: Class 3 contains 1718 members 
Mstep: Class 4 contains 40118 members 
Mstep: Class 5 contains 10098 members 
Mstep: Class 6 contains 38319 members 
Mstep: Class 7 contains 31587 members 
Mstep: Class 8 contains 4133 members 
Mstep: Class 9 contains 6914 members 
Mstep: Class 10 contains 8639 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 21778 members 
Mstep: Class 13 contains 15070 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 3871 members 
Mstep: Class 17 contains 51329 members 
Mstep: Class 18 contains 36472 members 
Mstep: Class 19 contains 21961 members 
Mstep: Class 20 contains 7184 members 
Mstep: Class 21 contains 19728 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35696 members 
Mstep: Class 25 contains 13862 members 
Mstep: Class 26 contains 5727 members 
Mstep: Class 27 contains 52389 members 
Mstep: Class 28 contains 11143 members 
Mstep: Class 29 contains 67414 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16043 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 524 members 
Mstep: Class 36 contains 62306 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9143 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20716 members 
Mstep: Class 42 contains 8784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996096.000000 Penalty: 83809.710938
Iteration 370Q: 43 clusters Score -8.09961e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 11978 members 
Mstep: Class 3 contains 1718 members 
Mstep: Class 4 contains 40118 members 
Mstep: Class 5 contains 10098 members 
Mstep: Class 6 contains 38319 members 
Mstep: Class 7 contains 31587 members 
Mstep: Class 8 contains 4133 members 
Mstep: Class 9 contains 6914 members 
Mstep: Class 10 contains 8639 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 21778 members 
Mstep: Class 13 contains 15070 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 3871 members 
Mstep: Class 17 contains 51329 members 
Mstep: Class 18 contains 36472 members 
Mstep: Class 19 contains 21961 members 
Mstep: Class 20 contains 7184 members 
Mstep: Class 21 contains 19728 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35696 members 
Mstep: Class 25 contains 13862 members 
Mstep: Class 26 contains 5727 members 
Mstep: Class 27 contains 52389 members 
Mstep: Class 28 contains 11143 members 
Mstep: Class 29 contains 67414 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16043 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 524 members 
Mstep: Class 36 contains 62306 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9143 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20716 members 
Mstep: Class 42 contains 8784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996096.000000 Penalty: 83809.710938
Iteration 371F: 43 clusters Score -8.09961e+07 nChanged 0
Entering ConstructFrom: 
Score: -80996096.000000 Penalty: 83809.710938
Entering ConstructFrom: 
Trying to split cluster 1 (9398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Entering Unmasked Estep 
Score: -1190137.500000 Penalty: 1361.260010
	Iteration 0F: 2 clusters Score -1190138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1183717.625000 Penalty: 2722.520020
	Iteration 0F: 3 clusters Score -1183718 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1185751.875000 Penalty: 2722.520020
	Iteration 1F: 3 clusters Score -1185752 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1186033.625000 Penalty: 2722.520020
	Iteration 2F: 3 clusters Score -1186034 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1186193.875000 Penalty: 2722.520020
	Iteration 3Q: 3 clusters Score -1186194 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1186307.500000 Penalty: 2722.520020
	Iteration 4Q: 3 clusters Score -1186308 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1186402.625000 Penalty: 2722.520020
	Iteration 5Q: 3 clusters Score -1186403 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1186495.250000 Penalty: 2722.520020
	Iteration 6Q: 3 clusters Score -1186495 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1186583.125000 Penalty: 2722.520020
	Iteration 7Q: 3 clusters Score -1186583 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1186665.875000 Penalty: 2722.520020
	Iteration 8Q: 3 clusters Score -1186666 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1186745.750000 Penalty: 2722.520020
	Iteration 9Q: 3 clusters Score -1186746 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1186835.625000 Penalty: 2722.520020
	Iteration 10Q: 3 clusters Score -1186836 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1186929.625000 Penalty: 2722.520020
	Iteration 11Q: 3 clusters Score -1186930 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1187066.625000 Penalty: 2722.520020
	Iteration 12Q: 3 clusters Score -1187067 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1187248.625000 Penalty: 2722.520020
	Iteration 13Q: 3 clusters Score -1187249 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1187446.000000 Penalty: 2722.520020
	Iteration 14Q: 3 clusters Score -1187446 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1187684.250000 Penalty: 2722.520020
	Iteration 15Q: 3 clusters Score -1187684 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1187900.125000 Penalty: 2722.520020
	Iteration 16Q: 3 clusters Score -1187900 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1188119.625000 Penalty: 2722.520020
	Iteration 17Q: 3 clusters Score -1188120 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1188334.250000 Penalty: 2722.520020
	Iteration 18Q: 3 clusters Score -1188334 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1188526.000000 Penalty: 2722.520020
	Iteration 19Q: 3 clusters Score -1188526 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1188653.250000 Penalty: 2722.520020
	Iteration 20F: 3 clusters Score -1188653 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1188744.875000 Penalty: 2722.520020
	Iteration 21Q: 3 clusters Score -1188745 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1188817.375000 Penalty: 2722.520020
	Iteration 22Q: 3 clusters Score -1188817 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1188870.500000 Penalty: 2722.520020
	Iteration 23Q: 3 clusters Score -1188870 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1188902.125000 Penalty: 2722.520020
	Iteration 24Q: 3 clusters Score -1188902 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1188921.750000 Penalty: 2722.520020
	Iteration 25Q: 3 clusters Score -1188922 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1188934.500000 Penalty: 2722.520020
	Iteration 26Q: 3 clusters Score -1188934 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1188950.625000 Penalty: 2722.520020
	Iteration 27Q: 3 clusters Score -1188951 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1188965.750000 Penalty: 2722.520020
	Iteration 28Q: 3 clusters Score -1188966 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1188976.000000 Penalty: 2722.520020
	Iteration 29Q: 3 clusters Score -1188976 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1188986.875000 Penalty: 2722.520020
	Iteration 30Q: 3 clusters Score -1188987 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1188993.750000 Penalty: 2722.520020
	Iteration 31Q: 3 clusters Score -1188994 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1189005.625000 Penalty: 2722.520020
	Iteration 32Q: 3 clusters Score -1189006 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1189014.250000 Penalty: 2722.520020
	Iteration 33Q: 3 clusters Score -1189014 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1189020.875000 Penalty: 2722.520020
	Iteration 34Q: 3 clusters Score -1189021 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1189024.875000 Penalty: 2722.520020
	Iteration 35Q: 3 clusters Score -1189025 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1189028.250000 Penalty: 2722.520020
	Iteration 36Q: 3 clusters Score -1189028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1189033.625000 Penalty: 2722.520020
	Iteration 37Q: 3 clusters Score -1189034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1189034.375000 Penalty: 2722.520020
	Iteration 38Q: 3 clusters Score -1189034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1189038.875000 Penalty: 2722.520020
	Iteration 39Q: 3 clusters Score -1189039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1189039.875000 Penalty: 2722.520020
	Iteration 40F: 3 clusters Score -1189040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1189040.375000 Penalty: 2722.520020
	Iteration 41Q: 3 clusters Score -1189040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1189042.000000 Penalty: 2722.520020
	Iteration 42Q: 3 clusters Score -1189042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1189045.875000 Penalty: 2722.520020
	Iteration 43Q: 3 clusters Score -1189046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1189046.375000 Penalty: 2722.520020
	Iteration 44Q: 3 clusters Score -1189046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1189046.500000 Penalty: 2722.520020
	Iteration 45Q: 3 clusters Score -1189046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1189047.500000 Penalty: 2722.520020
	Iteration 46Q: 3 clusters Score -1189048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1189048.125000 Penalty: 2722.520020
	Iteration 47Q: 3 clusters Score -1189048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1189049.250000 Penalty: 2722.520020
	Iteration 48Q: 3 clusters Score -1189049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1189048.625000 Penalty: 2722.520020
	Iteration 49Q: 3 clusters Score -1189049 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1189048.625000 Penalty: 2722.520020
	Iteration 50F: 3 clusters Score -1189049 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Entering Unmasked Estep 
Score: -1506132.125000 Penalty: 1397.355103
	Iteration 0F: 2 clusters Score -1506132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1498108.375000 Penalty: 2794.710205
	Iteration 0F: 3 clusters Score -1498108 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1500776.625000 Penalty: 2794.710205
	Iteration 1F: 3 clusters Score -1500777 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1501072.625000 Penalty: 2794.710205
	Iteration 2F: 3 clusters Score -1501073 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1501249.625000 Penalty: 2794.710205
	Iteration 3Q: 3 clusters Score -1501250 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1501380.375000 Penalty: 2794.710205
	Iteration 4Q: 3 clusters Score -1501380 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1501482.250000 Penalty: 2794.710205
	Iteration 5Q: 3 clusters Score -1501482 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1501561.500000 Penalty: 2794.710205
	Iteration 6Q: 3 clusters Score -1501562 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1501642.875000 Penalty: 2794.710205
	Iteration 7Q: 3 clusters Score -1501643 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1501720.250000 Penalty: 2794.710205
	Iteration 8Q: 3 clusters Score -1501720 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1501775.000000 Penalty: 2794.710205
	Iteration 9Q: 3 clusters Score -1501775 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1501818.000000 Penalty: 2794.710205
	Iteration 10Q: 3 clusters Score -1501818 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1501864.750000 Penalty: 2794.710205
	Iteration 11Q: 3 clusters Score -1501865 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1501906.625000 Penalty: 2794.710205
	Iteration 12Q: 3 clusters Score -1501907 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1501943.000000 Penalty: 2794.710205
	Iteration 13Q: 3 clusters Score -1501943 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1501989.000000 Penalty: 2794.710205
	Iteration 14Q: 3 clusters Score -1501989 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1502031.375000 Penalty: 2794.710205
	Iteration 15Q: 3 clusters Score -1502031 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1502088.250000 Penalty: 2794.710205
	Iteration 16Q: 3 clusters Score -1502088 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1502158.250000 Penalty: 2794.710205
	Iteration 17Q: 3 clusters Score -1502158 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1502245.750000 Penalty: 2794.710205
	Iteration 18Q: 3 clusters Score -1502246 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1502367.750000 Penalty: 2794.710205
	Iteration 19Q: 3 clusters Score -1502368 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1502499.500000 Penalty: 2794.710205
	Iteration 20F: 3 clusters Score -1502500 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1502680.875000 Penalty: 2794.710205
	Iteration 21Q: 3 clusters Score -1502681 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1502917.625000 Penalty: 2794.710205
	Iteration 22Q: 3 clusters Score -1502918 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1503211.000000 Penalty: 2794.710205
	Iteration 23Q: 3 clusters Score -1503211 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1503515.625000 Penalty: 2794.710205
	Iteration 24Q: 3 clusters Score -1503516 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -1503854.375000 Penalty: 2794.710205
	Iteration 25Q: 3 clusters Score -1503854 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1504209.125000 Penalty: 2794.710205
	Iteration 26Q: 3 clusters Score -1504209 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -1504467.375000 Penalty: 2794.710205
	Iteration 27Q: 3 clusters Score -1504467 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -1504646.000000 Penalty: 2794.710205
	Iteration 28Q: 3 clusters Score -1504646 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -1504773.625000 Penalty: 2794.710205
	Iteration 29Q: 3 clusters Score -1504774 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -1504853.375000 Penalty: 2794.710205
	Iteration 30Q: 3 clusters Score -1504853 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -1504888.000000 Penalty: 2794.710205
	Iteration 31Q: 3 clusters Score -1504888 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -1504915.500000 Penalty: 2794.710205
	Iteration 32Q: 3 clusters Score -1504916 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -1504940.750000 Penalty: 2794.710205
	Iteration 33Q: 3 clusters Score -1504941 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -1504952.000000 Penalty: 2794.710205
	Iteration 34Q: 3 clusters Score -1504952 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -1504972.500000 Penalty: 2794.710205
	Iteration 35Q: 3 clusters Score -1504972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -1504986.500000 Penalty: 2794.710205
	Iteration 36Q: 3 clusters Score -1504986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -1504994.500000 Penalty: 2794.710205
	Iteration 37Q: 3 clusters Score -1504994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -1505004.625000 Penalty: 2794.710205
	Iteration 38Q: 3 clusters Score -1505005 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -1505019.375000 Penalty: 2794.710205
	Iteration 39Q: 3 clusters Score -1505019 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -1505030.750000 Penalty: 2794.710205
	Iteration 40F: 3 clusters Score -1505031 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -1505044.000000 Penalty: 2794.710205
	Iteration 41Q: 3 clusters Score -1505044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -1505051.250000 Penalty: 2794.710205
	Iteration 42Q: 3 clusters Score -1505051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -1505060.750000 Penalty: 2794.710205
	Iteration 43Q: 3 clusters Score -1505061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -1505065.000000 Penalty: 2794.710205
	Iteration 44Q: 3 clusters Score -1505065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -1505067.625000 Penalty: 2794.710205
	Iteration 45Q: 3 clusters Score -1505068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -1505068.625000 Penalty: 2794.710205
	Iteration 46Q: 3 clusters Score -1505069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -1505070.375000 Penalty: 2794.710205
	Iteration 47Q: 3 clusters Score -1505070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -1505072.000000 Penalty: 2794.710205
	Iteration 48Q: 3 clusters Score -1505072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -1505073.000000 Penalty: 2794.710205
	Iteration 49Q: 3 clusters Score -1505073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -1505073.375000 Penalty: 2794.710205
	Iteration 50Q: 3 clusters Score -1505073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -1505076.375000 Penalty: 2794.710205
	Iteration 51Q: 3 clusters Score -1505076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -1505076.375000 Penalty: 2794.710205
	Iteration 52Q: 3 clusters Score -1505076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -1505076.375000 Penalty: 2794.710205
	Iteration 53F: 3 clusters Score -1505076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Entering Unmasked Estep 
Score: -211177.437500 Penalty: 1108.398682
	Iteration 0F: 2 clusters Score -211177.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -209494.796875 Penalty: 2216.797363
	Iteration 0F: 3 clusters Score -209494.8 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -209881.484375 Penalty: 2216.797363
	Iteration 1F: 3 clusters Score -209881.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -209973.250000 Penalty: 2216.797363
	Iteration 2F: 3 clusters Score -209973.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -210026.718750 Penalty: 2216.797363
	Iteration 3Q: 3 clusters Score -210026.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -210052.296875 Penalty: 2216.797363
	Iteration 4Q: 3 clusters Score -210052.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -210061.703125 Penalty: 2216.797363
	Iteration 5Q: 3 clusters Score -210061.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -210065.218750 Penalty: 2216.797363
	Iteration 6Q: 3 clusters Score -210065.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -210069.359375 Penalty: 2216.797363
	Iteration 7Q: 3 clusters Score -210069.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -210070.671875 Penalty: 2216.797363
	Iteration 8Q: 3 clusters Score -210070.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -210071.671875 Penalty: 2216.797363
	Iteration 9Q: 3 clusters Score -210071.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -210072.359375 Penalty: 2216.797363
	Iteration 10Q: 3 clusters Score -210072.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -210074.203125 Penalty: 2216.797363
	Iteration 11Q: 3 clusters Score -210074.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -210075.765625 Penalty: 2216.797363
	Iteration 12Q: 3 clusters Score -210075.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -210076.390625 Penalty: 2216.797363
	Iteration 13Q: 3 clusters Score -210076.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -210076.390625 Penalty: 2216.797363
	Iteration 14F: 3 clusters Score -210076.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (40118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40118 members 
Entering Unmasked Estep 
Score: -4886328.000000 Penalty: 1577.217651
	Iteration 0F: 2 clusters Score -4886328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20213 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -4860304.500000 Penalty: 3154.435303
	Iteration 0F: 3 clusters Score -4860304 nChanged 18273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20834 members 
Mstep: Class 2 contains 19284 members 
Entering Unmasked Estep 
Score: -4870321.500000 Penalty: 3154.435303
	Iteration 1F: 3 clusters Score -4870322 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -4870846.000000 Penalty: 3154.435303
	Iteration 2Q: 3 clusters Score -4870846 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21824 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -4871394.000000 Penalty: 3154.435303
	Iteration 3Q: 3 clusters Score -4871394 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22700 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -4872083.000000 Penalty: 3154.435303
	Iteration 4Q: 3 clusters Score -4872083 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -4872879.000000 Penalty: 3154.435303
	Iteration 5Q: 3 clusters Score -4872879 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25438 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -4873904.500000 Penalty: 3154.435303
	Iteration 6Q: 3 clusters Score -4873904 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -4875373.500000 Penalty: 3154.435303
	Iteration 7F: 3 clusters Score -4875374 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29900 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -4877276.500000 Penalty: 3154.435303
	Iteration 8F: 3 clusters Score -4877276 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32401 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -4879406.000000 Penalty: 3154.435303
	Iteration 9F: 3 clusters Score -4879406 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34650 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -4881384.000000 Penalty: 3154.435303
	Iteration 10F: 3 clusters Score -4881384 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36361 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -4882873.500000 Penalty: 3154.435303
	Iteration 11Q: 3 clusters Score -4882874 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37481 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -4883785.500000 Penalty: 3154.435303
	Iteration 12Q: 3 clusters Score -4883786 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38177 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -4884334.000000 Penalty: 3154.435303
	Iteration 13Q: 3 clusters Score -4884334 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38595 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -4884645.500000 Penalty: 3154.435303
	Iteration 14Q: 3 clusters Score -4884646 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38846 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -4884835.000000 Penalty: 3154.435303
	Iteration 15Q: 3 clusters Score -4884835 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39028 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -4884960.500000 Penalty: 3154.435303
	Iteration 16Q: 3 clusters Score -4884960 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39131 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -4885021.500000 Penalty: 3154.435303
	Iteration 17Q: 3 clusters Score -4885022 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39218 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -4885081.000000 Penalty: 3154.435303
	Iteration 18Q: 3 clusters Score -4885081 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39290 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -4885113.000000 Penalty: 3154.435303
	Iteration 19Q: 3 clusters Score -4885113 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39338 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -4885145.500000 Penalty: 3154.435303
	Iteration 20F: 3 clusters Score -4885146 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39363 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -4885171.500000 Penalty: 3154.435303
	Iteration 21Q: 3 clusters Score -4885172 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39386 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -4885179.500000 Penalty: 3154.435303
	Iteration 22Q: 3 clusters Score -4885180 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39403 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -4885204.500000 Penalty: 3154.435303
	Iteration 23Q: 3 clusters Score -4885204 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39417 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -4885207.000000 Penalty: 3154.435303
	Iteration 24Q: 3 clusters Score -4885207 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39429 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -4885218.000000 Penalty: 3154.435303
	Iteration 25Q: 3 clusters Score -4885218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39436 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -4885226.000000 Penalty: 3154.435303
	Iteration 26Q: 3 clusters Score -4885226 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39446 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -4885229.000000 Penalty: 3154.435303
	Iteration 27Q: 3 clusters Score -4885229 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39453 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -4885238.500000 Penalty: 3154.435303
	Iteration 28Q: 3 clusters Score -4885238 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39463 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -4885248.000000 Penalty: 3154.435303
	Iteration 29Q: 3 clusters Score -4885248 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39469 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -4885255.500000 Penalty: 3154.435303
	Iteration 30Q: 3 clusters Score -4885256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39473 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -4885265.500000 Penalty: 3154.435303
	Iteration 31Q: 3 clusters Score -4885266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39476 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -4885265.500000 Penalty: 3154.435303
	Iteration 32Q: 3 clusters Score -4885266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39478 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -4885277.000000 Penalty: 3154.435303
	Iteration 33Q: 3 clusters Score -4885277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39481 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -4885275.000000 Penalty: 3154.435303
	Iteration 34Q: 3 clusters Score -4885275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39484 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -4885284.500000 Penalty: 3154.435303
	Iteration 35Q: 3 clusters Score -4885284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39488 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -4885293.000000 Penalty: 3154.435303
	Iteration 36Q: 3 clusters Score -4885293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39491 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -4885290.000000 Penalty: 3154.435303
	Iteration 37Q: 3 clusters Score -4885290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39494 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -4885294.500000 Penalty: 3154.435303
	Iteration 38Q: 3 clusters Score -4885294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39493 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -4885296.500000 Penalty: 3154.435303
	Iteration 39Q: 3 clusters Score -4885296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39494 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -4885294.500000 Penalty: 3154.435303
	Iteration 40F: 3 clusters Score -4885294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Entering Unmasked Estep 
Score: -1214570.875000 Penalty: 1371.949829
	Iteration 0F: 2 clusters Score -1214571 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1207779.375000 Penalty: 2743.899658
	Iteration 0F: 3 clusters Score -1207779 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1209963.625000 Penalty: 2743.899658
	Iteration 1F: 3 clusters Score -1209964 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1210260.000000 Penalty: 2743.899658
	Iteration 2F: 3 clusters Score -1210260 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1210535.375000 Penalty: 2743.899658
	Iteration 3F: 3 clusters Score -1210535 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1210768.000000 Penalty: 2743.899658
	Iteration 4Q: 3 clusters Score -1210768 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1210972.000000 Penalty: 2743.899658
	Iteration 5Q: 3 clusters Score -1210972 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1211130.625000 Penalty: 2743.899658
	Iteration 6Q: 3 clusters Score -1211131 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1211264.375000 Penalty: 2743.899658
	Iteration 7Q: 3 clusters Score -1211264 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1211397.625000 Penalty: 2743.899658
	Iteration 8Q: 3 clusters Score -1211398 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1211530.375000 Penalty: 2743.899658
	Iteration 9Q: 3 clusters Score -1211530 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1211676.000000 Penalty: 2743.899658
	Iteration 10Q: 3 clusters Score -1211676 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1211818.625000 Penalty: 2743.899658
	Iteration 11Q: 3 clusters Score -1211819 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1211961.500000 Penalty: 2743.899658
	Iteration 12Q: 3 clusters Score -1211962 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1212105.125000 Penalty: 2743.899658
	Iteration 13Q: 3 clusters Score -1212105 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1212228.000000 Penalty: 2743.899658
	Iteration 14Q: 3 clusters Score -1212228 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1212382.125000 Penalty: 2743.899658
	Iteration 15Q: 3 clusters Score -1212382 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1212525.000000 Penalty: 2743.899658
	Iteration 16Q: 3 clusters Score -1212525 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1212654.625000 Penalty: 2743.899658
	Iteration 17Q: 3 clusters Score -1212655 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1212762.000000 Penalty: 2743.899658
	Iteration 18Q: 3 clusters Score -1212762 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1212830.000000 Penalty: 2743.899658
	Iteration 19Q: 3 clusters Score -1212830 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1212892.750000 Penalty: 2743.899658
	Iteration 20F: 3 clusters Score -1212893 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1212935.375000 Penalty: 2743.899658
	Iteration 21Q: 3 clusters Score -1212935 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1212972.375000 Penalty: 2743.899658
	Iteration 22Q: 3 clusters Score -1212972 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1213000.375000 Penalty: 2743.899658
	Iteration 23Q: 3 clusters Score -1213000 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1213031.250000 Penalty: 2743.899658
	Iteration 24Q: 3 clusters Score -1213031 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1213064.000000 Penalty: 2743.899658
	Iteration 25Q: 3 clusters Score -1213064 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1213095.875000 Penalty: 2743.899658
	Iteration 26Q: 3 clusters Score -1213096 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1213119.000000 Penalty: 2743.899658
	Iteration 27Q: 3 clusters Score -1213119 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1213148.625000 Penalty: 2743.899658
	Iteration 28Q: 3 clusters Score -1213149 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1213182.000000 Penalty: 2743.899658
	Iteration 29Q: 3 clusters Score -1213182 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1213213.750000 Penalty: 2743.899658
	Iteration 30Q: 3 clusters Score -1213214 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1213240.375000 Penalty: 2743.899658
	Iteration 31Q: 3 clusters Score -1213240 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1213269.000000 Penalty: 2743.899658
	Iteration 32Q: 3 clusters Score -1213269 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1213297.375000 Penalty: 2743.899658
	Iteration 33Q: 3 clusters Score -1213297 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1213326.625000 Penalty: 2743.899658
	Iteration 34Q: 3 clusters Score -1213327 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1213349.750000 Penalty: 2743.899658
	Iteration 35Q: 3 clusters Score -1213350 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1213386.250000 Penalty: 2743.899658
	Iteration 36Q: 3 clusters Score -1213386 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1213413.125000 Penalty: 2743.899658
	Iteration 37Q: 3 clusters Score -1213413 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1213436.625000 Penalty: 2743.899658
	Iteration 38Q: 3 clusters Score -1213437 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1213463.375000 Penalty: 2743.899658
	Iteration 39Q: 3 clusters Score -1213463 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1213486.625000 Penalty: 2743.899658
	Iteration 40F: 3 clusters Score -1213487 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1213514.375000 Penalty: 2743.899658
	Iteration 41Q: 3 clusters Score -1213514 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1213538.500000 Penalty: 2743.899658
	Iteration 42Q: 3 clusters Score -1213538 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1213564.125000 Penalty: 2743.899658
	Iteration 43Q: 3 clusters Score -1213564 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1213583.000000 Penalty: 2743.899658
	Iteration 44Q: 3 clusters Score -1213583 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1213597.625000 Penalty: 2743.899658
	Iteration 45Q: 3 clusters Score -1213598 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1213612.125000 Penalty: 2743.899658
	Iteration 46Q: 3 clusters Score -1213612 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1213631.875000 Penalty: 2743.899658
	Iteration 47Q: 3 clusters Score -1213632 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1213644.875000 Penalty: 2743.899658
	Iteration 48Q: 3 clusters Score -1213645 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1213660.500000 Penalty: 2743.899658
	Iteration 49Q: 3 clusters Score -1213660 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1213677.125000 Penalty: 2743.899658
	Iteration 50Q: 3 clusters Score -1213677 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1213686.125000 Penalty: 2743.899658
	Iteration 51Q: 3 clusters Score -1213686 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1213693.500000 Penalty: 2743.899658
	Iteration 52Q: 3 clusters Score -1213694 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1213700.125000 Penalty: 2743.899658
	Iteration 53Q: 3 clusters Score -1213700 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1213710.500000 Penalty: 2743.899658
	Iteration 54Q: 3 clusters Score -1213710 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1213714.625000 Penalty: 2743.899658
	Iteration 55Q: 3 clusters Score -1213715 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1213726.375000 Penalty: 2743.899658
	Iteration 56Q: 3 clusters Score -1213726 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1213734.000000 Penalty: 2743.899658
	Iteration 57Q: 3 clusters Score -1213734 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1213746.250000 Penalty: 2743.899658
	Iteration 58Q: 3 clusters Score -1213746 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1213757.125000 Penalty: 2743.899658
	Iteration 59Q: 3 clusters Score -1213757 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1213764.375000 Penalty: 2743.899658
	Iteration 60F: 3 clusters Score -1213764 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1213779.625000 Penalty: 2743.899658
	Iteration 61Q: 3 clusters Score -1213780 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1213786.750000 Penalty: 2743.899658
	Iteration 62Q: 3 clusters Score -1213787 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1213793.250000 Penalty: 2743.899658
	Iteration 63Q: 3 clusters Score -1213793 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1213797.750000 Penalty: 2743.899658
	Iteration 64Q: 3 clusters Score -1213798 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1213800.625000 Penalty: 2743.899658
	Iteration 65Q: 3 clusters Score -1213801 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1213804.625000 Penalty: 2743.899658
	Iteration 66Q: 3 clusters Score -1213805 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1213809.750000 Penalty: 2743.899658
	Iteration 67Q: 3 clusters Score -1213810 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1213814.625000 Penalty: 2743.899658
	Iteration 68Q: 3 clusters Score -1213815 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1213818.125000 Penalty: 2743.899658
	Iteration 69Q: 3 clusters Score -1213818 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1213820.125000 Penalty: 2743.899658
	Iteration 70Q: 3 clusters Score -1213820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1213825.625000 Penalty: 2743.899658
	Iteration 71Q: 3 clusters Score -1213826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1213826.375000 Penalty: 2743.899658
	Iteration 72Q: 3 clusters Score -1213826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1213826.375000 Penalty: 2743.899658
	Iteration 73F: 3 clusters Score -1213826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (38319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38319 members 
Entering Unmasked Estep 
Score: -4719414.500000 Penalty: 1570.390747
	Iteration 0F: 2 clusters Score -4719414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -4694394.500000 Penalty: 3140.781494
	Iteration 0F: 3 clusters Score -4694394 nChanged 17527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -4703872.000000 Penalty: 3140.781494
	Iteration 1F: 3 clusters Score -4703872 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -4704351.500000 Penalty: 3140.781494
	Iteration 2Q: 3 clusters Score -4704352 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -4704773.000000 Penalty: 3140.781494
	Iteration 3Q: 3 clusters Score -4704773 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -4705185.500000 Penalty: 3140.781494
	Iteration 4Q: 3 clusters Score -4705186 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -4705582.500000 Penalty: 3140.781494
	Iteration 5Q: 3 clusters Score -4705582 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21638 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -4706103.500000 Penalty: 3140.781494
	Iteration 6Q: 3 clusters Score -4706104 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22685 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -4706744.500000 Penalty: 3140.781494
	Iteration 7Q: 3 clusters Score -4706744 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24046 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -4707573.500000 Penalty: 3140.781494
	Iteration 8Q: 3 clusters Score -4707574 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25763 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -4708697.000000 Penalty: 3140.781494
	Iteration 9F: 3 clusters Score -4708697 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27927 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -4710217.000000 Penalty: 3140.781494
	Iteration 10F: 3 clusters Score -4710217 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30310 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -4712102.500000 Penalty: 3140.781494
	Iteration 11F: 3 clusters Score -4712102 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32598 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -4714016.500000 Penalty: 3140.781494
	Iteration 12F: 3 clusters Score -4714016 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34408 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -4715531.000000 Penalty: 3140.781494
	Iteration 13Q: 3 clusters Score -4715531 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35641 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -4716687.000000 Penalty: 3140.781494
	Iteration 14Q: 3 clusters Score -4716687 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36383 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -4717345.500000 Penalty: 3140.781494
	Iteration 15Q: 3 clusters Score -4717346 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36803 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -4717759.500000 Penalty: 3140.781494
	Iteration 16Q: 3 clusters Score -4717760 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37027 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -4717936.000000 Penalty: 3140.781494
	Iteration 17Q: 3 clusters Score -4717936 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37167 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -4718060.500000 Penalty: 3140.781494
	Iteration 18Q: 3 clusters Score -4718060 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37243 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -4718124.500000 Penalty: 3140.781494
	Iteration 19Q: 3 clusters Score -4718124 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37296 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -4718147.000000 Penalty: 3140.781494
	Iteration 20F: 3 clusters Score -4718147 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37337 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -4718180.000000 Penalty: 3140.781494
	Iteration 21Q: 3 clusters Score -4718180 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37365 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -4718214.500000 Penalty: 3140.781494
	Iteration 22Q: 3 clusters Score -4718214 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37399 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -4718237.500000 Penalty: 3140.781494
	Iteration 23Q: 3 clusters Score -4718238 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37416 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -4718251.500000 Penalty: 3140.781494
	Iteration 24Q: 3 clusters Score -4718252 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37434 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -4718267.500000 Penalty: 3140.781494
	Iteration 25Q: 3 clusters Score -4718268 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37454 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -4718278.500000 Penalty: 3140.781494
	Iteration 26Q: 3 clusters Score -4718278 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37476 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -4718296.500000 Penalty: 3140.781494
	Iteration 27Q: 3 clusters Score -4718296 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37488 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -4718309.500000 Penalty: 3140.781494
	Iteration 28Q: 3 clusters Score -4718310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37497 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -4718313.000000 Penalty: 3140.781494
	Iteration 29Q: 3 clusters Score -4718313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37503 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -4718315.000000 Penalty: 3140.781494
	Iteration 30Q: 3 clusters Score -4718315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37506 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -4718319.500000 Penalty: 3140.781494
	Iteration 31Q: 3 clusters Score -4718320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37508 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -4718319.000000 Penalty: 3140.781494
	Iteration 32Q: 3 clusters Score -4718319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37508 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -4718320.500000 Penalty: 3140.781494
	Iteration 33Q: 3 clusters Score -4718320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37510 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -4718318.500000 Penalty: 3140.781494
	Iteration 34Q: 3 clusters Score -4718318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37513 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -4718317.500000 Penalty: 3140.781494
	Iteration 35Q: 3 clusters Score -4718318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37516 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -4718322.500000 Penalty: 3140.781494
	Iteration 36Q: 3 clusters Score -4718322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37517 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -4718320.000000 Penalty: 3140.781494
	Iteration 37Q: 3 clusters Score -4718320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37518 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -4718327.000000 Penalty: 3140.781494
	Iteration 38Q: 3 clusters Score -4718327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37518 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -4718327.000000 Penalty: 3140.781494
	Iteration 39Q: 3 clusters Score -4718327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37520 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -4718332.000000 Penalty: 3140.781494
	Iteration 40F: 3 clusters Score -4718332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (31587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31587 members 
Entering Unmasked Estep 
Score: -3691170.500000 Penalty: 1541.642578
	Iteration 0F: 2 clusters Score -3691170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -3670754.500000 Penalty: 3083.285156
	Iteration 0F: 3 clusters Score -3670754 nChanged 14255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -3678549.250000 Penalty: 3083.285156
	Iteration 1F: 3 clusters Score -3678549 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -3679115.000000 Penalty: 3083.285156
	Iteration 2Q: 3 clusters Score -3679115 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -3679626.750000 Penalty: 3083.285156
	Iteration 3Q: 3 clusters Score -3679627 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -3680217.500000 Penalty: 3083.285156
	Iteration 4Q: 3 clusters Score -3680218 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -3680905.750000 Penalty: 3083.285156
	Iteration 5Q: 3 clusters Score -3680906 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -3681681.500000 Penalty: 3083.285156
	Iteration 6Q: 3 clusters Score -3681682 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -3682515.750000 Penalty: 3083.285156
	Iteration 7F: 3 clusters Score -3682516 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -3683428.250000 Penalty: 3083.285156
	Iteration 8F: 3 clusters Score -3683428 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
Score: -3684382.500000 Penalty: 3083.285156
	Iteration 9Q: 3 clusters Score -3684382 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -3685400.500000 Penalty: 3083.285156
	Iteration 10Q: 3 clusters Score -3685400 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 22535 members 
Entering Unmasked Estep 
Score: -3686424.750000 Penalty: 3083.285156
	Iteration 11Q: 3 clusters Score -3686425 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 23800 members 
Entering Unmasked Estep 
Score: -3687348.250000 Penalty: 3083.285156
	Iteration 12Q: 3 clusters Score -3687348 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 24962 members 
Entering Unmasked Estep 
Score: -3688092.500000 Penalty: 3083.285156
	Iteration 13Q: 3 clusters Score -3688092 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 26014 members 
Entering Unmasked Estep 
Score: -3688702.500000 Penalty: 3083.285156
	Iteration 14Q: 3 clusters Score -3688702 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 26878 members 
Entering Unmasked Estep 
Score: -3689137.750000 Penalty: 3083.285156
	Iteration 15Q: 3 clusters Score -3689138 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 27602 members 
Entering Unmasked Estep 
Score: -3689499.000000 Penalty: 3083.285156
	Iteration 16Q: 3 clusters Score -3689499 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 28200 members 
Entering Unmasked Estep 
Score: -3689793.250000 Penalty: 3083.285156
	Iteration 17Q: 3 clusters Score -3689793 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 28680 members 
Entering Unmasked Estep 
Score: -3690027.750000 Penalty: 3083.285156
	Iteration 18Q: 3 clusters Score -3690028 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 29083 members 
Entering Unmasked Estep 
Score: -3690217.500000 Penalty: 3083.285156
	Iteration 19Q: 3 clusters Score -3690218 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 29379 members 
Entering Unmasked Estep 
Score: -3690358.750000 Penalty: 3083.285156
	Iteration 20F: 3 clusters Score -3690359 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 29623 members 
Entering Unmasked Estep 
Score: -3690477.000000 Penalty: 3083.285156
	Iteration 21Q: 3 clusters Score -3690477 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 29781 members 
Entering Unmasked Estep 
Score: -3690538.750000 Penalty: 3083.285156
	Iteration 22Q: 3 clusters Score -3690539 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 29914 members 
Entering Unmasked Estep 
Score: -3690592.750000 Penalty: 3083.285156
	Iteration 23Q: 3 clusters Score -3690593 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 30004 members 
Entering Unmasked Estep 
Score: -3690637.000000 Penalty: 3083.285156
	Iteration 24Q: 3 clusters Score -3690637 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 30091 members 
Entering Unmasked Estep 
Score: -3690711.000000 Penalty: 3083.285156
	Iteration 25Q: 3 clusters Score -3690711 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 30175 members 
Entering Unmasked Estep 
Score: -3690780.250000 Penalty: 3083.285156
	Iteration 26Q: 3 clusters Score -3690780 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 30239 members 
Entering Unmasked Estep 
Score: -3690894.750000 Penalty: 3083.285156
	Iteration 27Q: 3 clusters Score -3690895 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 30290 members 
Entering Unmasked Estep 
Score: -3690980.250000 Penalty: 3083.285156
	Iteration 28Q: 3 clusters Score -3690980 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 30298 members 
Entering Unmasked Estep 
Score: -3690993.500000 Penalty: 3083.285156
	Iteration 29Q: 3 clusters Score -3690994 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 30303 members 
Entering Unmasked Estep 
Score: -3691001.500000 Penalty: 3083.285156
	Iteration 30Q: 3 clusters Score -3691002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 30301 members 
Entering Unmasked Estep 
Score: -3691000.750000 Penalty: 3083.285156
	Iteration 31Q: 3 clusters Score -3691001 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 30311 members 
Entering Unmasked Estep 
Score: -3691006.500000 Penalty: 3083.285156
	Iteration 32Q: 3 clusters Score -3691006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 30313 members 
Entering Unmasked Estep 
Score: -3691008.250000 Penalty: 3083.285156
	Iteration 33Q: 3 clusters Score -3691008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 30310 members 
Entering Unmasked Estep 
Score: -3691007.250000 Penalty: 3083.285156
	Iteration 34Q: 3 clusters Score -3691007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 30308 members 
Entering Unmasked Estep 
Score: -3691007.250000 Penalty: 3083.285156
	Iteration 35Q: 3 clusters Score -3691007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 30308 members 
Entering Unmasked Estep 
Score: -3691007.250000 Penalty: 3083.285156
	Iteration 36F: 3 clusters Score -3691007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Entering Unmasked Estep 
Score: -481735.375000 Penalty: 1239.021729
	Iteration 0F: 2 clusters Score -481735.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -478583.687500 Penalty: 2478.043457
	Iteration 0F: 3 clusters Score -478583.7 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -479582.187500 Penalty: 2478.043457
	Iteration 1F: 3 clusters Score -479582.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -479863.875000 Penalty: 2478.043457
	Iteration 2F: 3 clusters Score -479863.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -480053.437500 Penalty: 2478.043457
	Iteration 3F: 3 clusters Score -480053.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -480188.968750 Penalty: 2478.043457
	Iteration 4Q: 3 clusters Score -480189 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -480318.531250 Penalty: 2478.043457
	Iteration 5Q: 3 clusters Score -480318.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -480444.812500 Penalty: 2478.043457
	Iteration 6Q: 3 clusters Score -480444.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -480594.093750 Penalty: 2478.043457
	Iteration 7Q: 3 clusters Score -480594.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -480722.468750 Penalty: 2478.043457
	Iteration 8Q: 3 clusters Score -480722.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -480839.687500 Penalty: 2478.043457
	Iteration 9Q: 3 clusters Score -480839.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -480952.031250 Penalty: 2478.043457
	Iteration 10Q: 3 clusters Score -480952 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -481052.937500 Penalty: 2478.043457
	Iteration 11Q: 3 clusters Score -481052.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -481149.375000 Penalty: 2478.043457
	Iteration 12Q: 3 clusters Score -481149.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -481220.062500 Penalty: 2478.043457
	Iteration 13Q: 3 clusters Score -481220.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -481276.000000 Penalty: 2478.043457
	Iteration 14Q: 3 clusters Score -481276 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -481298.406250 Penalty: 2478.043457
	Iteration 15Q: 3 clusters Score -481298.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -481308.437500 Penalty: 2478.043457
	Iteration 16Q: 3 clusters Score -481308.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -481313.718750 Penalty: 2478.043457
	Iteration 17Q: 3 clusters Score -481313.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -481316.031250 Penalty: 2478.043457
	Iteration 18Q: 3 clusters Score -481316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -481316.812500 Penalty: 2478.043457
	Iteration 19Q: 3 clusters Score -481316.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -481317.375000 Penalty: 2478.043457
	Iteration 20F: 3 clusters Score -481317.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -481321.718750 Penalty: 2478.043457
	Iteration 21Q: 3 clusters Score -481321.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -481325.375000 Penalty: 2478.043457
	Iteration 22Q: 3 clusters Score -481325.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -481325.625000 Penalty: 2478.043457
	Iteration 23Q: 3 clusters Score -481325.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -481326.281250 Penalty: 2478.043457
	Iteration 24Q: 3 clusters Score -481326.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -481326.968750 Penalty: 2478.043457
	Iteration 25Q: 3 clusters Score -481327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -481326.968750 Penalty: 2478.043457
	Iteration 26F: 3 clusters Score -481327 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Entering Unmasked Estep 
Score: -826117.625000 Penalty: 1315.586060
	Iteration 0F: 2 clusters Score -826117.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -821331.812500 Penalty: 2631.172119
	Iteration 0F: 3 clusters Score -821331.8 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -822801.812500 Penalty: 2631.172119
	Iteration 1F: 3 clusters Score -822801.8 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -823076.562500 Penalty: 2631.172119
	Iteration 2F: 3 clusters Score -823076.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -823281.562500 Penalty: 2631.172119
	Iteration 3F: 3 clusters Score -823281.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -823457.500000 Penalty: 2631.172119
	Iteration 4Q: 3 clusters Score -823457.5 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -823621.125000 Penalty: 2631.172119
	Iteration 5Q: 3 clusters Score -823621.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -823801.375000 Penalty: 2631.172119
	Iteration 6Q: 3 clusters Score -823801.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -823968.437500 Penalty: 2631.172119
	Iteration 7Q: 3 clusters Score -823968.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -824148.375000 Penalty: 2631.172119
	Iteration 8Q: 3 clusters Score -824148.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -824297.562500 Penalty: 2631.172119
	Iteration 9Q: 3 clusters Score -824297.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -824445.500000 Penalty: 2631.172119
	Iteration 10Q: 3 clusters Score -824445.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -824613.125000 Penalty: 2631.172119
	Iteration 11Q: 3 clusters Score -824613.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -824789.312500 Penalty: 2631.172119
	Iteration 12Q: 3 clusters Score -824789.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -824935.875000 Penalty: 2631.172119
	Iteration 13Q: 3 clusters Score -824935.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -825055.562500 Penalty: 2631.172119
	Iteration 14Q: 3 clusters Score -825055.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -825143.625000 Penalty: 2631.172119
	Iteration 15Q: 3 clusters Score -825143.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -825206.812500 Penalty: 2631.172119
	Iteration 16Q: 3 clusters Score -825206.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -825245.937500 Penalty: 2631.172119
	Iteration 17Q: 3 clusters Score -825245.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -825268.812500 Penalty: 2631.172119
	Iteration 18Q: 3 clusters Score -825268.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -825281.500000 Penalty: 2631.172119
	Iteration 19Q: 3 clusters Score -825281.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -825295.875000 Penalty: 2631.172119
	Iteration 20F: 3 clusters Score -825295.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -825306.062500 Penalty: 2631.172119
	Iteration 21Q: 3 clusters Score -825306.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -825315.437500 Penalty: 2631.172119
	Iteration 22Q: 3 clusters Score -825315.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -825322.187500 Penalty: 2631.172119
	Iteration 23Q: 3 clusters Score -825322.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -825330.500000 Penalty: 2631.172119
	Iteration 24Q: 3 clusters Score -825330.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -825336.500000 Penalty: 2631.172119
	Iteration 25Q: 3 clusters Score -825336.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -825341.187500 Penalty: 2631.172119
	Iteration 26Q: 3 clusters Score -825341.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -825344.312500 Penalty: 2631.172119
	Iteration 27Q: 3 clusters Score -825344.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -825346.312500 Penalty: 2631.172119
	Iteration 28Q: 3 clusters Score -825346.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -825348.125000 Penalty: 2631.172119
	Iteration 29Q: 3 clusters Score -825348.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -825351.187500 Penalty: 2631.172119
	Iteration 30Q: 3 clusters Score -825351.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -825349.812500 Penalty: 2631.172119
	Iteration 31Q: 3 clusters Score -825349.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -825349.812500 Penalty: 2631.172119
	Iteration 32F: 3 clusters Score -825349.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Entering Unmasked Estep 
Score: -1042312.250000 Penalty: 1348.729492
	Iteration 0F: 2 clusters Score -1042312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1036371.437500 Penalty: 2697.458984
	Iteration 0F: 3 clusters Score -1036371 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1038317.750000 Penalty: 2697.458984
	Iteration 1F: 3 clusters Score -1038318 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1038639.500000 Penalty: 2697.458984
	Iteration 2F: 3 clusters Score -1038640 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1038853.062500 Penalty: 2697.458984
	Iteration 3F: 3 clusters Score -1038853 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1039015.375000 Penalty: 2697.458984
	Iteration 4Q: 3 clusters Score -1039015 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1039133.562500 Penalty: 2697.458984
	Iteration 5Q: 3 clusters Score -1039134 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1039232.812500 Penalty: 2697.458984
	Iteration 6Q: 3 clusters Score -1039233 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1039323.000000 Penalty: 2697.458984
	Iteration 7Q: 3 clusters Score -1039323 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1039397.875000 Penalty: 2697.458984
	Iteration 8Q: 3 clusters Score -1039398 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1039457.000000 Penalty: 2697.458984
	Iteration 9Q: 3 clusters Score -1039457 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1039512.750000 Penalty: 2697.458984
	Iteration 10Q: 3 clusters Score -1039513 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1039561.187500 Penalty: 2697.458984
	Iteration 11Q: 3 clusters Score -1039561 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1039600.937500 Penalty: 2697.458984
	Iteration 12Q: 3 clusters Score -1039601 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1039642.312500 Penalty: 2697.458984
	Iteration 13Q: 3 clusters Score -1039642 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1039680.562500 Penalty: 2697.458984
	Iteration 14Q: 3 clusters Score -1039681 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1039714.500000 Penalty: 2697.458984
	Iteration 15Q: 3 clusters Score -1039714 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1039738.062500 Penalty: 2697.458984
	Iteration 16Q: 3 clusters Score -1039738 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1039764.500000 Penalty: 2697.458984
	Iteration 17Q: 3 clusters Score -1039764 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1039786.750000 Penalty: 2697.458984
	Iteration 18Q: 3 clusters Score -1039787 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1039813.937500 Penalty: 2697.458984
	Iteration 19Q: 3 clusters Score -1039814 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1039842.062500 Penalty: 2697.458984
	Iteration 20F: 3 clusters Score -1039842 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1039873.437500 Penalty: 2697.458984
	Iteration 21Q: 3 clusters Score -1039873 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1039913.187500 Penalty: 2697.458984
	Iteration 22Q: 3 clusters Score -1039913 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1039950.562500 Penalty: 2697.458984
	Iteration 23Q: 3 clusters Score -1039951 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1039979.625000 Penalty: 2697.458984
	Iteration 24Q: 3 clusters Score -1039980 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1040004.312500 Penalty: 2697.458984
	Iteration 25Q: 3 clusters Score -1040004 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1040026.812500 Penalty: 2697.458984
	Iteration 26Q: 3 clusters Score -1040027 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1040052.062500 Penalty: 2697.458984
	Iteration 27Q: 3 clusters Score -1040052 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1040084.562500 Penalty: 2697.458984
	Iteration 28Q: 3 clusters Score -1040085 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1040114.562500 Penalty: 2697.458984
	Iteration 29Q: 3 clusters Score -1040115 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1040136.687500 Penalty: 2697.458984
	Iteration 30Q: 3 clusters Score -1040137 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1040162.375000 Penalty: 2697.458984
	Iteration 31Q: 3 clusters Score -1040162 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1040182.875000 Penalty: 2697.458984
	Iteration 32Q: 3 clusters Score -1040183 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1040205.500000 Penalty: 2697.458984
	Iteration 33Q: 3 clusters Score -1040206 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1040228.062500 Penalty: 2697.458984
	Iteration 34Q: 3 clusters Score -1040228 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1040245.812500 Penalty: 2697.458984
	Iteration 35Q: 3 clusters Score -1040246 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1040258.937500 Penalty: 2697.458984
	Iteration 36Q: 3 clusters Score -1040259 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1040270.625000 Penalty: 2697.458984
	Iteration 37Q: 3 clusters Score -1040271 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1040277.687500 Penalty: 2697.458984
	Iteration 38Q: 3 clusters Score -1040278 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1040285.937500 Penalty: 2697.458984
	Iteration 39Q: 3 clusters Score -1040286 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1040292.750000 Penalty: 2697.458984
	Iteration 40F: 3 clusters Score -1040293 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1040295.812500 Penalty: 2697.458984
	Iteration 41Q: 3 clusters Score -1040296 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1040299.875000 Penalty: 2697.458984
	Iteration 42Q: 3 clusters Score -1040300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1040302.000000 Penalty: 2697.458984
	Iteration 43Q: 3 clusters Score -1040302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1040302.187500 Penalty: 2697.458984
	Iteration 44Q: 3 clusters Score -1040302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1040307.937500 Penalty: 2697.458984
	Iteration 45Q: 3 clusters Score -1040308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1040307.812500 Penalty: 2697.458984
	Iteration 46Q: 3 clusters Score -1040308 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1040310.250000 Penalty: 2697.458984
	Iteration 47Q: 3 clusters Score -1040310 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1040313.125000 Penalty: 2697.458984
	Iteration 48Q: 3 clusters Score -1040313 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1040315.625000 Penalty: 2697.458984
	Iteration 49Q: 3 clusters Score -1040316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1040316.625000 Penalty: 2697.458984
	Iteration 50Q: 3 clusters Score -1040317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1040316.625000 Penalty: 2697.458984
	Iteration 51Q: 3 clusters Score -1040317 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1040318.000000 Penalty: 2697.458984
	Iteration 52Q: 3 clusters Score -1040318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1040319.125000 Penalty: 2697.458984
	Iteration 53Q: 3 clusters Score -1040319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1040319.812500 Penalty: 2697.458984
	Iteration 54Q: 3 clusters Score -1040320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1040320.375000 Penalty: 2697.458984
	Iteration 55Q: 3 clusters Score -1040320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1040327.250000 Penalty: 2697.458984
	Iteration 56Q: 3 clusters Score -1040327 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1040328.687500 Penalty: 2697.458984
	Iteration 57Q: 3 clusters Score -1040329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1040329.250000 Penalty: 2697.458984
	Iteration 58Q: 3 clusters Score -1040329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1040328.875000 Penalty: 2697.458984
	Iteration 59Q: 3 clusters Score -1040329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1040329.812500 Penalty: 2697.458984
	Iteration 60F: 3 clusters Score -1040330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1040330.312500 Penalty: 2697.458984
	Iteration 61Q: 3 clusters Score -1040330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1040331.312500 Penalty: 2697.458984
	Iteration 62Q: 3 clusters Score -1040331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1040331.187500 Penalty: 2697.458984
	Iteration 63Q: 3 clusters Score -1040331 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1040333.875000 Penalty: 2697.458984
	Iteration 64Q: 3 clusters Score -1040334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1040336.062500 Penalty: 2697.458984
	Iteration 65Q: 3 clusters Score -1040336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1040338.687500 Penalty: 2697.458984
	Iteration 66Q: 3 clusters Score -1040339 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1040340.750000 Penalty: 2697.458984
	Iteration 67Q: 3 clusters Score -1040341 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1040342.750000 Penalty: 2697.458984
	Iteration 68Q: 3 clusters Score -1040343 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1040345.562500 Penalty: 2697.458984
	Iteration 69Q: 3 clusters Score -1040346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1040348.812500 Penalty: 2697.458984
	Iteration 70Q: 3 clusters Score -1040349 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1040349.562500 Penalty: 2697.458984
	Iteration 71Q: 3 clusters Score -1040350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1040353.125000 Penalty: 2697.458984
	Iteration 72Q: 3 clusters Score -1040353 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1040353.500000 Penalty: 2697.458984
	Iteration 73Q: 3 clusters Score -1040354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1040356.375000 Penalty: 2697.458984
	Iteration 74Q: 3 clusters Score -1040356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1040358.125000 Penalty: 2697.458984
	Iteration 75Q: 3 clusters Score -1040358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1040357.750000 Penalty: 2697.458984
	Iteration 76Q: 3 clusters Score -1040358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1040359.250000 Penalty: 2697.458984
	Iteration 77Q: 3 clusters Score -1040359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1040362.500000 Penalty: 2697.458984
	Iteration 78Q: 3 clusters Score -1040362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1040363.125000 Penalty: 2697.458984
	Iteration 79Q: 3 clusters Score -1040363 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1040366.062500 Penalty: 2697.458984
	Iteration 80F: 3 clusters Score -1040366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1040367.625000 Penalty: 2697.458984
	Iteration 81Q: 3 clusters Score -1040368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1040368.625000 Penalty: 2697.458984
	Iteration 82Q: 3 clusters Score -1040369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1040366.937500 Penalty: 2697.458984
	Iteration 83Q: 3 clusters Score -1040367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1040368.562500 Penalty: 2697.458984
	Iteration 84Q: 3 clusters Score -1040369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1040369.250000 Penalty: 2697.458984
	Iteration 85Q: 3 clusters Score -1040369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1040370.437500 Penalty: 2697.458984
	Iteration 86Q: 3 clusters Score -1040370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1040371.437500 Penalty: 2697.458984
	Iteration 87Q: 3 clusters Score -1040371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1040371.000000 Penalty: 2697.458984
	Iteration 88Q: 3 clusters Score -1040371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1040374.437500 Penalty: 2697.458984
	Iteration 89Q: 3 clusters Score -1040374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1040374.187500 Penalty: 2697.458984
	Iteration 90Q: 3 clusters Score -1040374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1040375.437500 Penalty: 2697.458984
	Iteration 91Q: 3 clusters Score -1040375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1040376.500000 Penalty: 2697.458984
	Iteration 92Q: 3 clusters Score -1040376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1040376.750000 Penalty: 2697.458984
	Iteration 93Q: 3 clusters Score -1040377 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1040377.500000 Penalty: 2697.458984
	Iteration 94Q: 3 clusters Score -1040378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1040379.125000 Penalty: 2697.458984
	Iteration 95Q: 3 clusters Score -1040379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1040382.125000 Penalty: 2697.458984
	Iteration 96Q: 3 clusters Score -1040382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1040382.250000 Penalty: 2697.458984
	Iteration 97Q: 3 clusters Score -1040382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1040381.687500 Penalty: 2697.458984
	Iteration 98Q: 3 clusters Score -1040382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1040382.062500 Penalty: 2697.458984
	Iteration 99Q: 3 clusters Score -1040382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1040381.750000 Penalty: 2697.458984
	Iteration 100F: 3 clusters Score -1040382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1040381.812500 Penalty: 2697.458984
	Iteration 101Q: 3 clusters Score -1040382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1040381.812500 Penalty: 2697.458984
	Iteration 102F: 3 clusters Score -1040382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Entering Unmasked Estep 
Score: -562291.125000 Penalty: 1262.641968
	Iteration 0F: 2 clusters Score -562291.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -558768.375000 Penalty: 2525.283936
	Iteration 0F: 3 clusters Score -558768.4 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -559989.937500 Penalty: 2525.283936
	Iteration 1F: 3 clusters Score -559989.9 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -560378.562500 Penalty: 2525.283936
	Iteration 2F: 3 clusters Score -560378.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -560623.000000 Penalty: 2525.283936
	Iteration 3F: 3 clusters Score -560623 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -560795.562500 Penalty: 2525.283936
	Iteration 4Q: 3 clusters Score -560795.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -560958.000000 Penalty: 2525.283936
	Iteration 5Q: 3 clusters Score -560958 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -561061.937500 Penalty: 2525.283936
	Iteration 6Q: 3 clusters Score -561061.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -561123.250000 Penalty: 2525.283936
	Iteration 7Q: 3 clusters Score -561123.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -561198.312500 Penalty: 2525.283936
	Iteration 8Q: 3 clusters Score -561198.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -561273.625000 Penalty: 2525.283936
	Iteration 9Q: 3 clusters Score -561273.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -561355.125000 Penalty: 2525.283936
	Iteration 10Q: 3 clusters Score -561355.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -561432.250000 Penalty: 2525.283936
	Iteration 11Q: 3 clusters Score -561432.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -561507.875000 Penalty: 2525.283936
	Iteration 12Q: 3 clusters Score -561507.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -561565.562500 Penalty: 2525.283936
	Iteration 13Q: 3 clusters Score -561565.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -561621.500000 Penalty: 2525.283936
	Iteration 14Q: 3 clusters Score -561621.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -561668.562500 Penalty: 2525.283936
	Iteration 15Q: 3 clusters Score -561668.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -561707.437500 Penalty: 2525.283936
	Iteration 16Q: 3 clusters Score -561707.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -561740.187500 Penalty: 2525.283936
	Iteration 17Q: 3 clusters Score -561740.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -561777.875000 Penalty: 2525.283936
	Iteration 18Q: 3 clusters Score -561777.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -561811.125000 Penalty: 2525.283936
	Iteration 19Q: 3 clusters Score -561811.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -561840.250000 Penalty: 2525.283936
	Iteration 20F: 3 clusters Score -561840.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -561866.000000 Penalty: 2525.283936
	Iteration 21Q: 3 clusters Score -561866 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -561891.125000 Penalty: 2525.283936
	Iteration 22Q: 3 clusters Score -561891.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -561910.125000 Penalty: 2525.283936
	Iteration 23Q: 3 clusters Score -561910.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -561928.625000 Penalty: 2525.283936
	Iteration 24Q: 3 clusters Score -561928.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -561941.937500 Penalty: 2525.283936
	Iteration 25Q: 3 clusters Score -561941.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -561946.625000 Penalty: 2525.283936
	Iteration 26Q: 3 clusters Score -561946.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -561954.875000 Penalty: 2525.283936
	Iteration 27Q: 3 clusters Score -561954.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -561963.375000 Penalty: 2525.283936
	Iteration 28Q: 3 clusters Score -561963.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -561968.687500 Penalty: 2525.283936
	Iteration 29Q: 3 clusters Score -561968.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -561972.812500 Penalty: 2525.283936
	Iteration 30Q: 3 clusters Score -561972.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -561974.250000 Penalty: 2525.283936
	Iteration 31Q: 3 clusters Score -561974.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -561975.375000 Penalty: 2525.283936
	Iteration 32Q: 3 clusters Score -561975.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -561974.812500 Penalty: 2525.283936
	Iteration 33Q: 3 clusters Score -561974.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -561976.687500 Penalty: 2525.283936
	Iteration 34Q: 3 clusters Score -561976.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -561978.312500 Penalty: 2525.283936
	Iteration 35Q: 3 clusters Score -561978.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -561978.125000 Penalty: 2525.283936
	Iteration 36Q: 3 clusters Score -561978.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -561979.625000 Penalty: 2525.283936
	Iteration 37Q: 3 clusters Score -561979.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -561979.625000 Penalty: 2525.283936
	Iteration 38Q: 3 clusters Score -561979.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -561980.000000 Penalty: 2525.283936
	Iteration 39Q: 3 clusters Score -561980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -561980.000000 Penalty: 2525.283936
	Iteration 40F: 3 clusters Score -561980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21778 members 
Entering Unmasked Estep 
Score: -2767860.250000 Penalty: 1486.311890
	Iteration 0F: 2 clusters Score -2767860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -2753661.500000 Penalty: 2972.623779
	Iteration 0F: 3 clusters Score -2753662 nChanged 9546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -2758799.000000 Penalty: 2972.623779
	Iteration 1F: 3 clusters Score -2758799 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -2759161.500000 Penalty: 2972.623779
	Iteration 2F: 3 clusters Score -2759162 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -2759442.500000 Penalty: 2972.623779
	Iteration 3Q: 3 clusters Score -2759442 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -2759705.500000 Penalty: 2972.623779
	Iteration 4Q: 3 clusters Score -2759706 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -2759949.250000 Penalty: 2972.623779
	Iteration 5Q: 3 clusters Score -2759949 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -2760214.250000 Penalty: 2972.623779
	Iteration 6Q: 3 clusters Score -2760214 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -2760480.750000 Penalty: 2972.623779
	Iteration 7Q: 3 clusters Score -2760481 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -2760819.750000 Penalty: 2972.623779
	Iteration 8Q: 3 clusters Score -2760820 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -2761143.000000 Penalty: 2972.623779
	Iteration 9Q: 3 clusters Score -2761143 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -2761468.000000 Penalty: 2972.623779
	Iteration 10Q: 3 clusters Score -2761468 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -2761807.500000 Penalty: 2972.623779
	Iteration 11Q: 3 clusters Score -2761808 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -2762149.250000 Penalty: 2972.623779
	Iteration 12Q: 3 clusters Score -2762149 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -2762464.000000 Penalty: 2972.623779
	Iteration 13Q: 3 clusters Score -2762464 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -2762812.250000 Penalty: 2972.623779
	Iteration 14Q: 3 clusters Score -2762812 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -2763191.250000 Penalty: 2972.623779
	Iteration 15Q: 3 clusters Score -2763191 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -2763609.250000 Penalty: 2972.623779
	Iteration 16Q: 3 clusters Score -2763609 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -2764064.250000 Penalty: 2972.623779
	Iteration 17Q: 3 clusters Score -2764064 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -2764542.000000 Penalty: 2972.623779
	Iteration 18Q: 3 clusters Score -2764542 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -2764960.000000 Penalty: 2972.623779
	Iteration 19Q: 3 clusters Score -2764960 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -2765282.750000 Penalty: 2972.623779
	Iteration 20F: 3 clusters Score -2765283 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -2765526.750000 Penalty: 2972.623779
	Iteration 21Q: 3 clusters Score -2765527 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -2765737.250000 Penalty: 2972.623779
	Iteration 22Q: 3 clusters Score -2765737 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -2765896.000000 Penalty: 2972.623779
	Iteration 23Q: 3 clusters Score -2765896 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -2766030.250000 Penalty: 2972.623779
	Iteration 24Q: 3 clusters Score -2766030 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19793 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -2766140.500000 Penalty: 2972.623779
	Iteration 25Q: 3 clusters Score -2766140 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -2766249.500000 Penalty: 2972.623779
	Iteration 26Q: 3 clusters Score -2766250 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2766354.500000 Penalty: 2972.623779
	Iteration 27Q: 3 clusters Score -2766354 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2766425.500000 Penalty: 2972.623779
	Iteration 28Q: 3 clusters Score -2766426 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2766480.000000 Penalty: 2972.623779
	Iteration 29Q: 3 clusters Score -2766480 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20504 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2766527.000000 Penalty: 2972.623779
	Iteration 30Q: 3 clusters Score -2766527 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20577 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2766572.000000 Penalty: 2972.623779
	Iteration 31Q: 3 clusters Score -2766572 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2766591.000000 Penalty: 2972.623779
	Iteration 32Q: 3 clusters Score -2766591 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2766612.750000 Penalty: 2972.623779
	Iteration 33Q: 3 clusters Score -2766613 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20714 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2766631.000000 Penalty: 2972.623779
	Iteration 34Q: 3 clusters Score -2766631 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2766646.250000 Penalty: 2972.623779
	Iteration 35Q: 3 clusters Score -2766646 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2766660.750000 Penalty: 2972.623779
	Iteration 36Q: 3 clusters Score -2766661 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20794 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2766665.500000 Penalty: 2972.623779
	Iteration 37Q: 3 clusters Score -2766666 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2766674.000000 Penalty: 2972.623779
	Iteration 38Q: 3 clusters Score -2766674 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20839 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2766679.750000 Penalty: 2972.623779
	Iteration 39Q: 3 clusters Score -2766680 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2766690.000000 Penalty: 2972.623779
	Iteration 40F: 3 clusters Score -2766690 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2766703.500000 Penalty: 2972.623779
	Iteration 41Q: 3 clusters Score -2766704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20886 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -2766705.500000 Penalty: 2972.623779
	Iteration 42Q: 3 clusters Score -2766706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20894 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -2766709.750000 Penalty: 2972.623779
	Iteration 43Q: 3 clusters Score -2766710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2766707.000000 Penalty: 2972.623779
	Iteration 44Q: 3 clusters Score -2766707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2766707.250000 Penalty: 2972.623779
	Iteration 45Q: 3 clusters Score -2766707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20902 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2766711.250000 Penalty: 2972.623779
	Iteration 46Q: 3 clusters Score -2766711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2766708.000000 Penalty: 2972.623779
	Iteration 47Q: 3 clusters Score -2766708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20907 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2766711.250000 Penalty: 2972.623779
	Iteration 48Q: 3 clusters Score -2766711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20909 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2766713.000000 Penalty: 2972.623779
	Iteration 49Q: 3 clusters Score -2766713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2766712.500000 Penalty: 2972.623779
	Iteration 50Q: 3 clusters Score -2766712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2766711.750000 Penalty: 2972.623779
	Iteration 51Q: 3 clusters Score -2766712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2766713.250000 Penalty: 2972.623779
	Iteration 52Q: 3 clusters Score -2766713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2766713.250000 Penalty: 2972.623779
	Iteration 53F: 3 clusters Score -2766713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Entering Unmasked Estep 
Score: -1895537.625000 Penalty: 1431.524658
	Iteration 0F: 2 clusters Score -1895538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1885556.875000 Penalty: 2863.049316
	Iteration 0F: 3 clusters Score -1885557 nChanged 6385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1888828.625000 Penalty: 2863.049316
	Iteration 1F: 3 clusters Score -1888829 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1889120.625000 Penalty: 2863.049316
	Iteration 2F: 3 clusters Score -1889121 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1889353.125000 Penalty: 2863.049316
	Iteration 3Q: 3 clusters Score -1889353 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1889513.250000 Penalty: 2863.049316
	Iteration 4Q: 3 clusters Score -1889513 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1889639.250000 Penalty: 2863.049316
	Iteration 5Q: 3 clusters Score -1889639 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1889735.750000 Penalty: 2863.049316
	Iteration 6Q: 3 clusters Score -1889736 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1889804.625000 Penalty: 2863.049316
	Iteration 7Q: 3 clusters Score -1889805 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1889859.500000 Penalty: 2863.049316
	Iteration 8Q: 3 clusters Score -1889860 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1889921.875000 Penalty: 2863.049316
	Iteration 9Q: 3 clusters Score -1889922 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1889966.625000 Penalty: 2863.049316
	Iteration 10Q: 3 clusters Score -1889967 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1890008.250000 Penalty: 2863.049316
	Iteration 11Q: 3 clusters Score -1890008 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1890038.625000 Penalty: 2863.049316
	Iteration 12Q: 3 clusters Score -1890039 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1890069.000000 Penalty: 2863.049316
	Iteration 13Q: 3 clusters Score -1890069 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1890112.750000 Penalty: 2863.049316
	Iteration 14Q: 3 clusters Score -1890113 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1890143.625000 Penalty: 2863.049316
	Iteration 15Q: 3 clusters Score -1890144 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1890177.125000 Penalty: 2863.049316
	Iteration 16Q: 3 clusters Score -1890177 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1890204.750000 Penalty: 2863.049316
	Iteration 17Q: 3 clusters Score -1890205 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1890232.375000 Penalty: 2863.049316
	Iteration 18Q: 3 clusters Score -1890232 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1890248.500000 Penalty: 2863.049316
	Iteration 19Q: 3 clusters Score -1890248 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1890264.500000 Penalty: 2863.049316
	Iteration 20F: 3 clusters Score -1890264 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1890283.000000 Penalty: 2863.049316
	Iteration 21Q: 3 clusters Score -1890283 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1890305.750000 Penalty: 2863.049316
	Iteration 22Q: 3 clusters Score -1890306 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1890315.625000 Penalty: 2863.049316
	Iteration 23Q: 3 clusters Score -1890316 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1890333.875000 Penalty: 2863.049316
	Iteration 24Q: 3 clusters Score -1890334 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1890346.125000 Penalty: 2863.049316
	Iteration 25Q: 3 clusters Score -1890346 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1890349.625000 Penalty: 2863.049316
	Iteration 26Q: 3 clusters Score -1890350 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1890362.125000 Penalty: 2863.049316
	Iteration 27Q: 3 clusters Score -1890362 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1890366.000000 Penalty: 2863.049316
	Iteration 28Q: 3 clusters Score -1890366 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1890384.750000 Penalty: 2863.049316
	Iteration 29Q: 3 clusters Score -1890385 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1890386.250000 Penalty: 2863.049316
	Iteration 30Q: 3 clusters Score -1890386 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1890404.500000 Penalty: 2863.049316
	Iteration 31Q: 3 clusters Score -1890404 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1890416.000000 Penalty: 2863.049316
	Iteration 32Q: 3 clusters Score -1890416 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1890431.875000 Penalty: 2863.049316
	Iteration 33Q: 3 clusters Score -1890432 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1890438.125000 Penalty: 2863.049316
	Iteration 34Q: 3 clusters Score -1890438 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1890447.500000 Penalty: 2863.049316
	Iteration 35Q: 3 clusters Score -1890448 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1890468.000000 Penalty: 2863.049316
	Iteration 36Q: 3 clusters Score -1890468 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1890480.500000 Penalty: 2863.049316
	Iteration 37Q: 3 clusters Score -1890480 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1890503.000000 Penalty: 2863.049316
	Iteration 38Q: 3 clusters Score -1890503 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1890507.750000 Penalty: 2863.049316
	Iteration 39Q: 3 clusters Score -1890508 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1890523.125000 Penalty: 2863.049316
	Iteration 40F: 3 clusters Score -1890523 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1890542.875000 Penalty: 2863.049316
	Iteration 41Q: 3 clusters Score -1890543 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1890557.500000 Penalty: 2863.049316
	Iteration 42Q: 3 clusters Score -1890558 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1890579.875000 Penalty: 2863.049316
	Iteration 43Q: 3 clusters Score -1890580 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1890613.875000 Penalty: 2863.049316
	Iteration 44Q: 3 clusters Score -1890614 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1890646.750000 Penalty: 2863.049316
	Iteration 45Q: 3 clusters Score -1890647 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1890686.500000 Penalty: 2863.049316
	Iteration 46Q: 3 clusters Score -1890686 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1890751.125000 Penalty: 2863.049316
	Iteration 47Q: 3 clusters Score -1890751 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1890821.125000 Penalty: 2863.049316
	Iteration 48Q: 3 clusters Score -1890821 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1890908.875000 Penalty: 2863.049316
	Iteration 49Q: 3 clusters Score -1890909 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1891036.375000 Penalty: 2863.049316
	Iteration 50Q: 3 clusters Score -1891036 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -1891196.375000 Penalty: 2863.049316
	Iteration 51Q: 3 clusters Score -1891196 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -1891434.625000 Penalty: 2863.049316
	Iteration 52Q: 3 clusters Score -1891435 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -1891778.375000 Penalty: 2863.049316
	Iteration 53Q: 3 clusters Score -1891778 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -1892198.500000 Penalty: 2863.049316
	Iteration 54Q: 3 clusters Score -1892198 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -1892714.750000 Penalty: 2863.049316
	Iteration 55Q: 3 clusters Score -1892715 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -1893228.375000 Penalty: 2863.049316
	Iteration 56Q: 3 clusters Score -1893228 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -1893617.125000 Penalty: 2863.049316
	Iteration 57Q: 3 clusters Score -1893617 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -1893883.750000 Penalty: 2863.049316
	Iteration 58Q: 3 clusters Score -1893884 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -1894084.375000 Penalty: 2863.049316
	Iteration 59Q: 3 clusters Score -1894084 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -1894200.625000 Penalty: 2863.049316
	Iteration 60F: 3 clusters Score -1894201 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -1894260.375000 Penalty: 2863.049316
	Iteration 61Q: 3 clusters Score -1894260 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -1894294.750000 Penalty: 2863.049316
	Iteration 62Q: 3 clusters Score -1894295 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -1894313.750000 Penalty: 2863.049316
	Iteration 63Q: 3 clusters Score -1894314 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -1894330.250000 Penalty: 2863.049316
	Iteration 64Q: 3 clusters Score -1894330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -1894347.375000 Penalty: 2863.049316
	Iteration 65Q: 3 clusters Score -1894347 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -1894351.375000 Penalty: 2863.049316
	Iteration 66Q: 3 clusters Score -1894351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -1894360.375000 Penalty: 2863.049316
	Iteration 67Q: 3 clusters Score -1894360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -1894365.875000 Penalty: 2863.049316
	Iteration 68Q: 3 clusters Score -1894366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -1894368.625000 Penalty: 2863.049316
	Iteration 69Q: 3 clusters Score -1894369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -1894370.625000 Penalty: 2863.049316
	Iteration 70Q: 3 clusters Score -1894371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -1894375.500000 Penalty: 2863.049316
	Iteration 71Q: 3 clusters Score -1894376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -1894380.875000 Penalty: 2863.049316
	Iteration 72Q: 3 clusters Score -1894381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -1894389.250000 Penalty: 2863.049316
	Iteration 73Q: 3 clusters Score -1894389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -1894393.875000 Penalty: 2863.049316
	Iteration 74Q: 3 clusters Score -1894394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -1894400.250000 Penalty: 2863.049316
	Iteration 75Q: 3 clusters Score -1894400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -1894402.500000 Penalty: 2863.049316
	Iteration 76Q: 3 clusters Score -1894402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -1894403.750000 Penalty: 2863.049316
	Iteration 77Q: 3 clusters Score -1894404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -1894405.625000 Penalty: 2863.049316
	Iteration 78Q: 3 clusters Score -1894406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -1894407.000000 Penalty: 2863.049316
	Iteration 79Q: 3 clusters Score -1894407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -1894406.250000 Penalty: 2863.049316
	Iteration 80F: 3 clusters Score -1894406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Entering Unmasked Estep 
Score: -1390107.750000 Penalty: 1390.360718
	Iteration 0F: 2 clusters Score -1390108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1382448.750000 Penalty: 2780.721436
	Iteration 0F: 3 clusters Score -1382449 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1384940.000000 Penalty: 2780.721436
	Iteration 1F: 3 clusters Score -1384940 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1385297.875000 Penalty: 2780.721436
	Iteration 2F: 3 clusters Score -1385298 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1385623.375000 Penalty: 2780.721436
	Iteration 3F: 3 clusters Score -1385623 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1385930.875000 Penalty: 2780.721436
	Iteration 4F: 3 clusters Score -1385931 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1386241.875000 Penalty: 2780.721436
	Iteration 5Q: 3 clusters Score -1386242 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1386532.250000 Penalty: 2780.721436
	Iteration 6Q: 3 clusters Score -1386532 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1386801.375000 Penalty: 2780.721436
	Iteration 7Q: 3 clusters Score -1386801 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1387076.500000 Penalty: 2780.721436
	Iteration 8Q: 3 clusters Score -1387076 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1387392.500000 Penalty: 2780.721436
	Iteration 9Q: 3 clusters Score -1387392 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1387721.000000 Penalty: 2780.721436
	Iteration 10Q: 3 clusters Score -1387721 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1388030.375000 Penalty: 2780.721436
	Iteration 11Q: 3 clusters Score -1388030 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1388341.500000 Penalty: 2780.721436
	Iteration 12Q: 3 clusters Score -1388342 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1388592.000000 Penalty: 2780.721436
	Iteration 13Q: 3 clusters Score -1388592 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1388798.875000 Penalty: 2780.721436
	Iteration 14Q: 3 clusters Score -1388799 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1388953.250000 Penalty: 2780.721436
	Iteration 15Q: 3 clusters Score -1388953 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1389072.875000 Penalty: 2780.721436
	Iteration 16Q: 3 clusters Score -1389073 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1389146.750000 Penalty: 2780.721436
	Iteration 17Q: 3 clusters Score -1389147 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1389200.125000 Penalty: 2780.721436
	Iteration 18Q: 3 clusters Score -1389200 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1389239.750000 Penalty: 2780.721436
	Iteration 19Q: 3 clusters Score -1389240 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1389281.750000 Penalty: 2780.721436
	Iteration 20F: 3 clusters Score -1389282 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1389308.250000 Penalty: 2780.721436
	Iteration 21Q: 3 clusters Score -1389308 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1389338.125000 Penalty: 2780.721436
	Iteration 22Q: 3 clusters Score -1389338 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1389360.125000 Penalty: 2780.721436
	Iteration 23Q: 3 clusters Score -1389360 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1389377.500000 Penalty: 2780.721436
	Iteration 24Q: 3 clusters Score -1389378 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1389397.125000 Penalty: 2780.721436
	Iteration 25Q: 3 clusters Score -1389397 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1389407.250000 Penalty: 2780.721436
	Iteration 26Q: 3 clusters Score -1389407 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1389414.750000 Penalty: 2780.721436
	Iteration 27Q: 3 clusters Score -1389415 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1389416.125000 Penalty: 2780.721436
	Iteration 28Q: 3 clusters Score -1389416 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1389418.625000 Penalty: 2780.721436
	Iteration 29Q: 3 clusters Score -1389419 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1389422.250000 Penalty: 2780.721436
	Iteration 30Q: 3 clusters Score -1389422 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1389424.125000 Penalty: 2780.721436
	Iteration 31Q: 3 clusters Score -1389424 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1389423.000000 Penalty: 2780.721436
	Iteration 32Q: 3 clusters Score -1389423 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1389429.250000 Penalty: 2780.721436
	Iteration 33Q: 3 clusters Score -1389429 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1389433.750000 Penalty: 2780.721436
	Iteration 34Q: 3 clusters Score -1389434 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1389434.250000 Penalty: 2780.721436
	Iteration 35Q: 3 clusters Score -1389434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1389437.000000 Penalty: 2780.721436
	Iteration 36Q: 3 clusters Score -1389437 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1389439.000000 Penalty: 2780.721436
	Iteration 37Q: 3 clusters Score -1389439 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1389439.875000 Penalty: 2780.721436
	Iteration 38Q: 3 clusters Score -1389440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1389442.125000 Penalty: 2780.721436
	Iteration 39Q: 3 clusters Score -1389442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1389440.875000 Penalty: 2780.721436
	Iteration 40F: 3 clusters Score -1389441 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1389445.500000 Penalty: 2780.721436
	Iteration 41Q: 3 clusters Score -1389446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1389447.750000 Penalty: 2780.721436
	Iteration 42Q: 3 clusters Score -1389448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1389447.375000 Penalty: 2780.721436
	Iteration 43Q: 3 clusters Score -1389447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1389448.000000 Penalty: 2780.721436
	Iteration 44Q: 3 clusters Score -1389448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1389449.250000 Penalty: 2780.721436
	Iteration 45Q: 3 clusters Score -1389449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1389449.250000 Penalty: 2780.721436
	Iteration 46F: 3 clusters Score -1389449 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Entering Unmasked Estep 
Score: -177194.750000 Penalty: 1102.479492
	Iteration 0F: 2 clusters Score -177194.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -175540.406250 Penalty: 2204.958984
	Iteration 0F: 3 clusters Score -175540.4 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -175934.531250 Penalty: 2204.958984
	Iteration 1F: 3 clusters Score -175934.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -176069.859375 Penalty: 2204.958984
	Iteration 2F: 3 clusters Score -176069.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -176148.546875 Penalty: 2204.958984
	Iteration 3Q: 3 clusters Score -176148.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -176203.187500 Penalty: 2204.958984
	Iteration 4Q: 3 clusters Score -176203.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -176239.609375 Penalty: 2204.958984
	Iteration 5Q: 3 clusters Score -176239.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -176264.875000 Penalty: 2204.958984
	Iteration 6Q: 3 clusters Score -176264.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -176297.406250 Penalty: 2204.958984
	Iteration 7Q: 3 clusters Score -176297.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -176316.968750 Penalty: 2204.958984
	Iteration 8Q: 3 clusters Score -176317 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -176329.281250 Penalty: 2204.958984
	Iteration 9Q: 3 clusters Score -176329.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -176337.625000 Penalty: 2204.958984
	Iteration 10Q: 3 clusters Score -176337.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -176352.140625 Penalty: 2204.958984
	Iteration 11Q: 3 clusters Score -176352.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -176369.281250 Penalty: 2204.958984
	Iteration 12Q: 3 clusters Score -176369.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -176385.343750 Penalty: 2204.958984
	Iteration 13Q: 3 clusters Score -176385.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -176392.890625 Penalty: 2204.958984
	Iteration 14Q: 3 clusters Score -176392.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -176398.343750 Penalty: 2204.958984
	Iteration 15Q: 3 clusters Score -176398.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -176403.906250 Penalty: 2204.958984
	Iteration 16Q: 3 clusters Score -176403.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -176407.843750 Penalty: 2204.958984
	Iteration 17Q: 3 clusters Score -176407.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -176411.750000 Penalty: 2204.958984
	Iteration 18Q: 3 clusters Score -176411.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -176419.171875 Penalty: 2204.958984
	Iteration 19Q: 3 clusters Score -176419.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -176425.343750 Penalty: 2204.958984
	Iteration 20F: 3 clusters Score -176425.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -176427.406250 Penalty: 2204.958984
	Iteration 21Q: 3 clusters Score -176427.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -176429.406250 Penalty: 2204.958984
	Iteration 22Q: 3 clusters Score -176429.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -176431.625000 Penalty: 2204.958984
	Iteration 23Q: 3 clusters Score -176431.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -176434.109375 Penalty: 2204.958984
	Iteration 24Q: 3 clusters Score -176434.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -176437.703125 Penalty: 2204.958984
	Iteration 25Q: 3 clusters Score -176437.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -176441.328125 Penalty: 2204.958984
	Iteration 26Q: 3 clusters Score -176441.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -176444.265625 Penalty: 2204.958984
	Iteration 27Q: 3 clusters Score -176444.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -176447.968750 Penalty: 2204.958984
	Iteration 28Q: 3 clusters Score -176448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -176449.421875 Penalty: 2204.958984
	Iteration 29Q: 3 clusters Score -176449.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -176450.609375 Penalty: 2204.958984
	Iteration 30Q: 3 clusters Score -176450.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -176451.265625 Penalty: 2204.958984
	Iteration 31Q: 3 clusters Score -176451.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -176451.265625 Penalty: 2204.958984
	Iteration 32F: 3 clusters Score -176451.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Entering Unmasked Estep 
Score: -460412.906250 Penalty: 1229.276855
	Iteration 0F: 2 clusters Score -460412.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -457443.812500 Penalty: 2458.553711
	Iteration 0F: 3 clusters Score -457443.8 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -458375.468750 Penalty: 2458.553711
	Iteration 1F: 3 clusters Score -458375.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -458569.718750 Penalty: 2458.553711
	Iteration 2F: 3 clusters Score -458569.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -458687.500000 Penalty: 2458.553711
	Iteration 3Q: 3 clusters Score -458687.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -458782.875000 Penalty: 2458.553711
	Iteration 4Q: 3 clusters Score -458782.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -458871.531250 Penalty: 2458.553711
	Iteration 5Q: 3 clusters Score -458871.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -458962.031250 Penalty: 2458.553711
	Iteration 6Q: 3 clusters Score -458962 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -459048.875000 Penalty: 2458.553711
	Iteration 7Q: 3 clusters Score -459048.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -459127.312500 Penalty: 2458.553711
	Iteration 8Q: 3 clusters Score -459127.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -459222.281250 Penalty: 2458.553711
	Iteration 9Q: 3 clusters Score -459222.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -459294.812500 Penalty: 2458.553711
	Iteration 10Q: 3 clusters Score -459294.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -459359.750000 Penalty: 2458.553711
	Iteration 11Q: 3 clusters Score -459359.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -459421.968750 Penalty: 2458.553711
	Iteration 12Q: 3 clusters Score -459422 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -459471.468750 Penalty: 2458.553711
	Iteration 13Q: 3 clusters Score -459471.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -459518.812500 Penalty: 2458.553711
	Iteration 14Q: 3 clusters Score -459518.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -459557.437500 Penalty: 2458.553711
	Iteration 15Q: 3 clusters Score -459557.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -459594.218750 Penalty: 2458.553711
	Iteration 16Q: 3 clusters Score -459594.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -459638.312500 Penalty: 2458.553711
	Iteration 17Q: 3 clusters Score -459638.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -459682.593750 Penalty: 2458.553711
	Iteration 18Q: 3 clusters Score -459682.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -459740.718750 Penalty: 2458.553711
	Iteration 19Q: 3 clusters Score -459740.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -459790.437500 Penalty: 2458.553711
	Iteration 20F: 3 clusters Score -459790.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -459833.093750 Penalty: 2458.553711
	Iteration 21Q: 3 clusters Score -459833.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -459864.531250 Penalty: 2458.553711
	Iteration 22Q: 3 clusters Score -459864.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -459890.937500 Penalty: 2458.553711
	Iteration 23Q: 3 clusters Score -459890.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -459905.968750 Penalty: 2458.553711
	Iteration 24Q: 3 clusters Score -459906 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -459914.312500 Penalty: 2458.553711
	Iteration 25Q: 3 clusters Score -459914.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -459922.531250 Penalty: 2458.553711
	Iteration 26Q: 3 clusters Score -459922.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -459927.031250 Penalty: 2458.553711
	Iteration 27Q: 3 clusters Score -459927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -459930.718750 Penalty: 2458.553711
	Iteration 28Q: 3 clusters Score -459930.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -459934.093750 Penalty: 2458.553711
	Iteration 29Q: 3 clusters Score -459934.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -459938.312500 Penalty: 2458.553711
	Iteration 30Q: 3 clusters Score -459938.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -459943.281250 Penalty: 2458.553711
	Iteration 31Q: 3 clusters Score -459943.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -459947.531250 Penalty: 2458.553711
	Iteration 32Q: 3 clusters Score -459947.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -459951.218750 Penalty: 2458.553711
	Iteration 33Q: 3 clusters Score -459951.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -459954.031250 Penalty: 2458.553711
	Iteration 34Q: 3 clusters Score -459954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -459956.250000 Penalty: 2458.553711
	Iteration 35Q: 3 clusters Score -459956.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -459958.843750 Penalty: 2458.553711
	Iteration 36Q: 3 clusters Score -459958.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -459958.750000 Penalty: 2458.553711
	Iteration 37Q: 3 clusters Score -459958.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -459960.437500 Penalty: 2458.553711
	Iteration 38Q: 3 clusters Score -459960.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -459959.593750 Penalty: 2458.553711
	Iteration 39Q: 3 clusters Score -459959.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -459960.750000 Penalty: 2458.553711
	Iteration 40F: 3 clusters Score -459960.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -459960.687500 Penalty: 2458.553711
	Iteration 41Q: 3 clusters Score -459960.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -459962.187500 Penalty: 2458.553711
	Iteration 42Q: 3 clusters Score -459962.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -459962.187500 Penalty: 2458.553711
	Iteration 43F: 3 clusters Score -459962.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (51329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51329 members 
Entering Unmasked Estep 
Score: -6529315.500000 Penalty: 1613.886475
	Iteration 0F: 2 clusters Score -6529316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25651 members 
Mstep: Class 2 contains 25678 members 
Entering Unmasked Estep 
Score: -6496674.500000 Penalty: 3227.772949
	Iteration 0F: 3 clusters Score -6496674 nChanged 23751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25238 members 
Mstep: Class 2 contains 26091 members 
Entering Unmasked Estep 
Score: -6509819.500000 Penalty: 3227.772949
	Iteration 1F: 3 clusters Score -6509820 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24969 members 
Mstep: Class 2 contains 26360 members 
Entering Unmasked Estep 
Score: -6510463.500000 Penalty: 3227.772949
	Iteration 2Q: 3 clusters Score -6510464 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24629 members 
Mstep: Class 2 contains 26700 members 
Entering Unmasked Estep 
Score: -6511160.000000 Penalty: 3227.772949
	Iteration 3Q: 3 clusters Score -6511160 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24220 members 
Mstep: Class 2 contains 27109 members 
Entering Unmasked Estep 
Score: -6511784.000000 Penalty: 3227.772949
	Iteration 4Q: 3 clusters Score -6511784 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 27740 members 
Entering Unmasked Estep 
Score: -6512505.000000 Penalty: 3227.772949
	Iteration 5Q: 3 clusters Score -6512505 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22717 members 
Mstep: Class 2 contains 28612 members 
Entering Unmasked Estep 
Score: -6513330.500000 Penalty: 3227.772949
	Iteration 6Q: 3 clusters Score -6513330 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21513 members 
Mstep: Class 2 contains 29816 members 
Entering Unmasked Estep 
Score: -6514271.000000 Penalty: 3227.772949
	Iteration 7Q: 3 clusters Score -6514271 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 31352 members 
Entering Unmasked Estep 
Score: -6515421.000000 Penalty: 3227.772949
	Iteration 8Q: 3 clusters Score -6515421 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 33308 members 
Entering Unmasked Estep 
Score: -6516658.500000 Penalty: 3227.772949
	Iteration 9Q: 3 clusters Score -6516658 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 35609 members 
Entering Unmasked Estep 
Score: -6518128.000000 Penalty: 3227.772949
	Iteration 10F: 3 clusters Score -6518128 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 38277 members 
Entering Unmasked Estep 
Score: -6519767.500000 Penalty: 3227.772949
	Iteration 11F: 3 clusters Score -6519768 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 41018 members 
Entering Unmasked Estep 
Score: -6521592.000000 Penalty: 3227.772949
	Iteration 12F: 3 clusters Score -6521592 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 43653 members 
Entering Unmasked Estep 
Score: -6523336.000000 Penalty: 3227.772949
	Iteration 13F: 3 clusters Score -6523336 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 45922 members 
Entering Unmasked Estep 
Score: -6524806.500000 Penalty: 3227.772949
	Iteration 14Q: 3 clusters Score -6524806 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 47644 members 
Entering Unmasked Estep 
Score: -6525889.000000 Penalty: 3227.772949
	Iteration 15Q: 3 clusters Score -6525889 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 48848 members 
Entering Unmasked Estep 
Score: -6526611.000000 Penalty: 3227.772949
	Iteration 16Q: 3 clusters Score -6526611 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 49643 members 
Entering Unmasked Estep 
Score: -6527175.500000 Penalty: 3227.772949
	Iteration 17Q: 3 clusters Score -6527176 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 50152 members 
Entering Unmasked Estep 
Score: -6527479.500000 Penalty: 3227.772949
	Iteration 18Q: 3 clusters Score -6527480 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 50468 members 
Entering Unmasked Estep 
Score: -6527698.000000 Penalty: 3227.772949
	Iteration 19Q: 3 clusters Score -6527698 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 50649 members 
Entering Unmasked Estep 
Score: -6527824.500000 Penalty: 3227.772949
	Iteration 20F: 3 clusters Score -6527824 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 50743 members 
Entering Unmasked Estep 
Score: -6527897.000000 Penalty: 3227.772949
	Iteration 21Q: 3 clusters Score -6527897 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 50804 members 
Entering Unmasked Estep 
Score: -6527969.000000 Penalty: 3227.772949
	Iteration 22Q: 3 clusters Score -6527969 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 50840 members 
Entering Unmasked Estep 
Score: -6528006.000000 Penalty: 3227.772949
	Iteration 23Q: 3 clusters Score -6528006 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 50861 members 
Entering Unmasked Estep 
Score: -6528037.500000 Penalty: 3227.772949
	Iteration 24Q: 3 clusters Score -6528038 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 50876 members 
Entering Unmasked Estep 
Score: -6528046.000000 Penalty: 3227.772949
	Iteration 25Q: 3 clusters Score -6528046 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 50888 members 
Entering Unmasked Estep 
Score: -6528077.000000 Penalty: 3227.772949
	Iteration 26Q: 3 clusters Score -6528077 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 50896 members 
Entering Unmasked Estep 
Score: -6528074.000000 Penalty: 3227.772949
	Iteration 27Q: 3 clusters Score -6528074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 50907 members 
Entering Unmasked Estep 
Score: -6528082.500000 Penalty: 3227.772949
	Iteration 28Q: 3 clusters Score -6528082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 50917 members 
Entering Unmasked Estep 
Score: -6528095.000000 Penalty: 3227.772949
	Iteration 29Q: 3 clusters Score -6528095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 50920 members 
Entering Unmasked Estep 
Score: -6528100.000000 Penalty: 3227.772949
	Iteration 30Q: 3 clusters Score -6528100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 50924 members 
Entering Unmasked Estep 
Score: -6528096.000000 Penalty: 3227.772949
	Iteration 31Q: 3 clusters Score -6528096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 50927 members 
Entering Unmasked Estep 
Score: -6528103.000000 Penalty: 3227.772949
	Iteration 32Q: 3 clusters Score -6528103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 50930 members 
Entering Unmasked Estep 
Score: -6528105.500000 Penalty: 3227.772949
	Iteration 33Q: 3 clusters Score -6528106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 50935 members 
Entering Unmasked Estep 
Score: -6528108.000000 Penalty: 3227.772949
	Iteration 34Q: 3 clusters Score -6528108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 50935 members 
Entering Unmasked Estep 
Score: -6528108.000000 Penalty: 3227.772949
	Iteration 35F: 3 clusters Score -6528108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (36472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36472 members 
Entering Unmasked Estep 
Score: -4584412.000000 Penalty: 1563.039917
	Iteration 0F: 2 clusters Score -4584412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -4560815.500000 Penalty: 3126.079834
	Iteration 0F: 3 clusters Score -4560816 nChanged 16602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -4569664.000000 Penalty: 3126.079834
	Iteration 1F: 3 clusters Score -4569664 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -4570078.500000 Penalty: 3126.079834
	Iteration 2Q: 3 clusters Score -4570078 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -4570472.500000 Penalty: 3126.079834
	Iteration 3Q: 3 clusters Score -4570472 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -4570810.500000 Penalty: 3126.079834
	Iteration 4Q: 3 clusters Score -4570810 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -4571116.500000 Penalty: 3126.079834
	Iteration 5Q: 3 clusters Score -4571116 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -4571418.000000 Penalty: 3126.079834
	Iteration 6Q: 3 clusters Score -4571418 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -4571724.000000 Penalty: 3126.079834
	Iteration 7Q: 3 clusters Score -4571724 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -4572040.000000 Penalty: 3126.079834
	Iteration 8Q: 3 clusters Score -4572040 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21162 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -4572361.000000 Penalty: 3126.079834
	Iteration 9Q: 3 clusters Score -4572361 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22263 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -4572826.500000 Penalty: 3126.079834
	Iteration 10Q: 3 clusters Score -4572826 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -4573560.000000 Penalty: 3126.079834
	Iteration 11Q: 3 clusters Score -4573560 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25549 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -4574608.000000 Penalty: 3126.079834
	Iteration 12F: 3 clusters Score -4574608 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27670 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -4576006.500000 Penalty: 3126.079834
	Iteration 13F: 3 clusters Score -4576006 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29930 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -4577686.500000 Penalty: 3126.079834
	Iteration 14F: 3 clusters Score -4577686 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32083 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -4579423.500000 Penalty: 3126.079834
	Iteration 15F: 3 clusters Score -4579424 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33774 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -4580875.500000 Penalty: 3126.079834
	Iteration 16Q: 3 clusters Score -4580876 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34913 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -4581869.000000 Penalty: 3126.079834
	Iteration 17Q: 3 clusters Score -4581869 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35558 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -4582443.000000 Penalty: 3126.079834
	Iteration 18Q: 3 clusters Score -4582443 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35870 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -4582730.000000 Penalty: 3126.079834
	Iteration 19Q: 3 clusters Score -4582730 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36011 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -4582875.000000 Penalty: 3126.079834
	Iteration 20F: 3 clusters Score -4582875 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36072 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -4582958.500000 Penalty: 3126.079834
	Iteration 21Q: 3 clusters Score -4582958 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36106 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -4583015.500000 Penalty: 3126.079834
	Iteration 22Q: 3 clusters Score -4583016 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36132 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -4583054.000000 Penalty: 3126.079834
	Iteration 23Q: 3 clusters Score -4583054 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36147 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -4583074.000000 Penalty: 3126.079834
	Iteration 24Q: 3 clusters Score -4583074 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36163 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -4583100.000000 Penalty: 3126.079834
	Iteration 25Q: 3 clusters Score -4583100 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36167 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -4583115.000000 Penalty: 3126.079834
	Iteration 26Q: 3 clusters Score -4583115 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36175 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -4583125.500000 Penalty: 3126.079834
	Iteration 27Q: 3 clusters Score -4583126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36178 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -4583135.500000 Penalty: 3126.079834
	Iteration 28Q: 3 clusters Score -4583136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36180 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -4583139.500000 Penalty: 3126.079834
	Iteration 29Q: 3 clusters Score -4583140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36180 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -4583139.500000 Penalty: 3126.079834
	Iteration 30F: 3 clusters Score -4583140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (21961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21961 members 
Entering Unmasked Estep 
Score: -2779952.250000 Penalty: 1487.557129
	Iteration 0F: 2 clusters Score -2779952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -2765560.750000 Penalty: 2975.114258
	Iteration 0F: 3 clusters Score -2765561 nChanged 9747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -2770866.500000 Penalty: 2975.114258
	Iteration 1F: 3 clusters Score -2770866 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -2771250.500000 Penalty: 2975.114258
	Iteration 2Q: 3 clusters Score -2771250 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -2771649.000000 Penalty: 2975.114258
	Iteration 3Q: 3 clusters Score -2771649 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -2772083.500000 Penalty: 2975.114258
	Iteration 4Q: 3 clusters Score -2772084 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -2772622.250000 Penalty: 2975.114258
	Iteration 5Q: 3 clusters Score -2772622 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -2773426.000000 Penalty: 2975.114258
	Iteration 6F: 3 clusters Score -2773426 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -2774481.250000 Penalty: 2975.114258
	Iteration 7F: 3 clusters Score -2774481 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -2775641.250000 Penalty: 2975.114258
	Iteration 8F: 3 clusters Score -2775641 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -2776772.000000 Penalty: 2975.114258
	Iteration 9F: 3 clusters Score -2776772 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -2777610.000000 Penalty: 2975.114258
	Iteration 10Q: 3 clusters Score -2777610 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -2778147.000000 Penalty: 2975.114258
	Iteration 11Q: 3 clusters Score -2778147 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 21288 members 
Entering Unmasked Estep 
Score: -2778434.750000 Penalty: 2975.114258
	Iteration 12Q: 3 clusters Score -2778435 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
Score: -2778575.000000 Penalty: 2975.114258
	Iteration 13Q: 3 clusters Score -2778575 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 21489 members 
Entering Unmasked Estep 
Score: -2778671.250000 Penalty: 2975.114258
	Iteration 14Q: 3 clusters Score -2778671 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 21528 members 
Entering Unmasked Estep 
Score: -2778732.250000 Penalty: 2975.114258
	Iteration 15Q: 3 clusters Score -2778732 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 21547 members 
Entering Unmasked Estep 
Score: -2778766.250000 Penalty: 2975.114258
	Iteration 16Q: 3 clusters Score -2778766 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -2778790.000000 Penalty: 2975.114258
	Iteration 17Q: 3 clusters Score -2778790 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 21575 members 
Entering Unmasked Estep 
Score: -2778815.750000 Penalty: 2975.114258
	Iteration 18Q: 3 clusters Score -2778816 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -2778846.750000 Penalty: 2975.114258
	Iteration 19Q: 3 clusters Score -2778847 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
Score: -2778863.000000 Penalty: 2975.114258
	Iteration 20F: 3 clusters Score -2778863 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
Score: -2778873.500000 Penalty: 2975.114258
	Iteration 21Q: 3 clusters Score -2778874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
Score: -2778877.000000 Penalty: 2975.114258
	Iteration 22Q: 3 clusters Score -2778877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -2778884.500000 Penalty: 2975.114258
	Iteration 23Q: 3 clusters Score -2778884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 21595 members 
Entering Unmasked Estep 
Score: -2778886.500000 Penalty: 2975.114258
	Iteration 24Q: 3 clusters Score -2778886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -2778891.750000 Penalty: 2975.114258
	Iteration 25Q: 3 clusters Score -2778892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -2778888.500000 Penalty: 2975.114258
	Iteration 26Q: 3 clusters Score -2778888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -2778900.000000 Penalty: 2975.114258
	Iteration 27Q: 3 clusters Score -2778900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 21600 members 
Entering Unmasked Estep 
Score: -2778908.750000 Penalty: 2975.114258
	Iteration 28Q: 3 clusters Score -2778909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 21600 members 
Entering Unmasked Estep 
Score: -2778910.250000 Penalty: 2975.114258
	Iteration 29Q: 3 clusters Score -2778910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
Score: -2778917.250000 Penalty: 2975.114258
	Iteration 30Q: 3 clusters Score -2778917 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -2778930.500000 Penalty: 2975.114258
	Iteration 31Q: 3 clusters Score -2778930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -2778940.750000 Penalty: 2975.114258
	Iteration 32Q: 3 clusters Score -2778941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
Score: -2778946.000000 Penalty: 2975.114258
	Iteration 33Q: 3 clusters Score -2778946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 21604 members 
Entering Unmasked Estep 
Score: -2778956.750000 Penalty: 2975.114258
	Iteration 34Q: 3 clusters Score -2778957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -2778962.750000 Penalty: 2975.114258
	Iteration 35Q: 3 clusters Score -2778963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -2778961.500000 Penalty: 2975.114258
	Iteration 36Q: 3 clusters Score -2778962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 21600 members 
Entering Unmasked Estep 
Score: -2778970.750000 Penalty: 2975.114258
	Iteration 37Q: 3 clusters Score -2778971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 21596 members 
Entering Unmasked Estep 
Score: -2778972.250000 Penalty: 2975.114258
	Iteration 38Q: 3 clusters Score -2778972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -2778974.750000 Penalty: 2975.114258
	Iteration 39Q: 3 clusters Score -2778975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 21596 members 
Entering Unmasked Estep 
Score: -2778978.250000 Penalty: 2975.114258
	Iteration 40F: 3 clusters Score -2778978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -2778982.500000 Penalty: 2975.114258
	Iteration 41Q: 3 clusters Score -2778982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -2778981.250000 Penalty: 2975.114258
	Iteration 42Q: 3 clusters Score -2778981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -2778978.000000 Penalty: 2975.114258
	Iteration 43Q: 3 clusters Score -2778978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -2778978.000000 Penalty: 2975.114258
	Iteration 44F: 3 clusters Score -2778978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Entering Unmasked Estep 
Score: -891906.812500 Penalty: 1321.286255
	Iteration 0F: 2 clusters Score -891906.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -886854.437500 Penalty: 2642.572510
	Iteration 0F: 3 clusters Score -886854.4 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -888412.750000 Penalty: 2642.572510
	Iteration 1F: 3 clusters Score -888412.8 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -888641.000000 Penalty: 2642.572510
	Iteration 2F: 3 clusters Score -888641 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -888776.500000 Penalty: 2642.572510
	Iteration 3Q: 3 clusters Score -888776.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -888866.125000 Penalty: 2642.572510
	Iteration 4Q: 3 clusters Score -888866.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -888941.625000 Penalty: 2642.572510
	Iteration 5Q: 3 clusters Score -888941.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -888999.937500 Penalty: 2642.572510
	Iteration 6Q: 3 clusters Score -888999.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -889045.937500 Penalty: 2642.572510
	Iteration 7Q: 3 clusters Score -889045.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -889088.062500 Penalty: 2642.572510
	Iteration 8Q: 3 clusters Score -889088.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -889124.500000 Penalty: 2642.572510
	Iteration 9Q: 3 clusters Score -889124.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -889161.687500 Penalty: 2642.572510
	Iteration 10Q: 3 clusters Score -889161.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -889211.312500 Penalty: 2642.572510
	Iteration 11Q: 3 clusters Score -889211.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -889260.812500 Penalty: 2642.572510
	Iteration 12Q: 3 clusters Score -889260.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -889316.437500 Penalty: 2642.572510
	Iteration 13Q: 3 clusters Score -889316.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -889382.437500 Penalty: 2642.572510
	Iteration 14Q: 3 clusters Score -889382.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -889445.937500 Penalty: 2642.572510
	Iteration 15Q: 3 clusters Score -889445.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -889518.500000 Penalty: 2642.572510
	Iteration 16Q: 3 clusters Score -889518.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -889601.125000 Penalty: 2642.572510
	Iteration 17Q: 3 clusters Score -889601.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -889681.062500 Penalty: 2642.572510
	Iteration 18Q: 3 clusters Score -889681.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -889778.375000 Penalty: 2642.572510
	Iteration 19Q: 3 clusters Score -889778.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -889892.750000 Penalty: 2642.572510
	Iteration 20F: 3 clusters Score -889892.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -890007.125000 Penalty: 2642.572510
	Iteration 21Q: 3 clusters Score -890007.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -890126.125000 Penalty: 2642.572510
	Iteration 22Q: 3 clusters Score -890126.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -890243.000000 Penalty: 2642.572510
	Iteration 23Q: 3 clusters Score -890243 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -890346.187500 Penalty: 2642.572510
	Iteration 24Q: 3 clusters Score -890346.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -890443.500000 Penalty: 2642.572510
	Iteration 25Q: 3 clusters Score -890443.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -890517.375000 Penalty: 2642.572510
	Iteration 26Q: 3 clusters Score -890517.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -890570.750000 Penalty: 2642.572510
	Iteration 27Q: 3 clusters Score -890570.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -890615.625000 Penalty: 2642.572510
	Iteration 28Q: 3 clusters Score -890615.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -890659.625000 Penalty: 2642.572510
	Iteration 29Q: 3 clusters Score -890659.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -890696.437500 Penalty: 2642.572510
	Iteration 30Q: 3 clusters Score -890696.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -890721.250000 Penalty: 2642.572510
	Iteration 31Q: 3 clusters Score -890721.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -890746.500000 Penalty: 2642.572510
	Iteration 32Q: 3 clusters Score -890746.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -890771.312500 Penalty: 2642.572510
	Iteration 33Q: 3 clusters Score -890771.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -890786.312500 Penalty: 2642.572510
	Iteration 34Q: 3 clusters Score -890786.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -890800.000000 Penalty: 2642.572510
	Iteration 35Q: 3 clusters Score -890800 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -890812.687500 Penalty: 2642.572510
	Iteration 36Q: 3 clusters Score -890812.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -890825.625000 Penalty: 2642.572510
	Iteration 37Q: 3 clusters Score -890825.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -890840.125000 Penalty: 2642.572510
	Iteration 38Q: 3 clusters Score -890840.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -890860.437500 Penalty: 2642.572510
	Iteration 39Q: 3 clusters Score -890860.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -890873.062500 Penalty: 2642.572510
	Iteration 40F: 3 clusters Score -890873.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -890883.937500 Penalty: 2642.572510
	Iteration 41Q: 3 clusters Score -890883.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -890895.312500 Penalty: 2642.572510
	Iteration 42Q: 3 clusters Score -890895.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -890900.562500 Penalty: 2642.572510
	Iteration 43Q: 3 clusters Score -890900.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -890905.687500 Penalty: 2642.572510
	Iteration 44Q: 3 clusters Score -890905.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -890914.187500 Penalty: 2642.572510
	Iteration 45Q: 3 clusters Score -890914.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -890918.000000 Penalty: 2642.572510
	Iteration 46Q: 3 clusters Score -890918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -890919.062500 Penalty: 2642.572510
	Iteration 47Q: 3 clusters Score -890919.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -890924.500000 Penalty: 2642.572510
	Iteration 48Q: 3 clusters Score -890924.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -890925.875000 Penalty: 2642.572510
	Iteration 49Q: 3 clusters Score -890925.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -890931.187500 Penalty: 2642.572510
	Iteration 50Q: 3 clusters Score -890931.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -890935.250000 Penalty: 2642.572510
	Iteration 51Q: 3 clusters Score -890935.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -890936.750000 Penalty: 2642.572510
	Iteration 52Q: 3 clusters Score -890936.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -890940.187500 Penalty: 2642.572510
	Iteration 53Q: 3 clusters Score -890940.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -890942.687500 Penalty: 2642.572510
	Iteration 54Q: 3 clusters Score -890942.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -890945.750000 Penalty: 2642.572510
	Iteration 55Q: 3 clusters Score -890945.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -890949.750000 Penalty: 2642.572510
	Iteration 56Q: 3 clusters Score -890949.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -890950.937500 Penalty: 2642.572510
	Iteration 57Q: 3 clusters Score -890950.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -890957.375000 Penalty: 2642.572510
	Iteration 58Q: 3 clusters Score -890957.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -890965.812500 Penalty: 2642.572510
	Iteration 59Q: 3 clusters Score -890965.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -890969.250000 Penalty: 2642.572510
	Iteration 60F: 3 clusters Score -890969.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -890972.250000 Penalty: 2642.572510
	Iteration 61Q: 3 clusters Score -890972.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -890975.500000 Penalty: 2642.572510
	Iteration 62Q: 3 clusters Score -890975.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -890977.812500 Penalty: 2642.572510
	Iteration 63Q: 3 clusters Score -890977.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -890981.250000 Penalty: 2642.572510
	Iteration 64Q: 3 clusters Score -890981.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -890983.312500 Penalty: 2642.572510
	Iteration 65Q: 3 clusters Score -890983.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -890982.812500 Penalty: 2642.572510
	Iteration 66Q: 3 clusters Score -890982.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -890984.812500 Penalty: 2642.572510
	Iteration 67Q: 3 clusters Score -890984.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -890984.312500 Penalty: 2642.572510
	Iteration 68Q: 3 clusters Score -890984.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -890985.500000 Penalty: 2642.572510
	Iteration 69Q: 3 clusters Score -890985.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -890985.500000 Penalty: 2642.572510
	Iteration 70Q: 3 clusters Score -890985.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -890986.125000 Penalty: 2642.572510
	Iteration 71Q: 3 clusters Score -890986.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -890989.125000 Penalty: 2642.572510
	Iteration 72Q: 3 clusters Score -890989.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -890991.125000 Penalty: 2642.572510
	Iteration 73Q: 3 clusters Score -890991.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -890991.125000 Penalty: 2642.572510
	Iteration 74F: 3 clusters Score -890991.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19728 members 
Entering Unmasked Estep 
Score: -2484806.000000 Penalty: 1471.601440
	Iteration 0F: 2 clusters Score -2484806 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 9889 members 
Entering Unmasked Estep 
Score: -2471823.500000 Penalty: 2943.202881
	Iteration 0F: 3 clusters Score -2471824 nChanged 8702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -2476621.750000 Penalty: 2943.202881
	Iteration 1F: 3 clusters Score -2476622 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -2476975.750000 Penalty: 2943.202881
	Iteration 2F: 3 clusters Score -2476976 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -2477255.750000 Penalty: 2943.202881
	Iteration 3Q: 3 clusters Score -2477256 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -2477473.000000 Penalty: 2943.202881
	Iteration 4Q: 3 clusters Score -2477473 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -2477637.500000 Penalty: 2943.202881
	Iteration 5Q: 3 clusters Score -2477638 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -2477802.250000 Penalty: 2943.202881
	Iteration 6Q: 3 clusters Score -2477802 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -2477969.500000 Penalty: 2943.202881
	Iteration 7Q: 3 clusters Score -2477970 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -2478145.500000 Penalty: 2943.202881
	Iteration 8Q: 3 clusters Score -2478146 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -2478345.000000 Penalty: 2943.202881
	Iteration 9Q: 3 clusters Score -2478345 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -2478605.500000 Penalty: 2943.202881
	Iteration 10Q: 3 clusters Score -2478606 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -2478911.250000 Penalty: 2943.202881
	Iteration 11Q: 3 clusters Score -2478911 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -2479311.500000 Penalty: 2943.202881
	Iteration 12Q: 3 clusters Score -2479312 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -2479817.000000 Penalty: 2943.202881
	Iteration 13Q: 3 clusters Score -2479817 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -2480463.000000 Penalty: 2943.202881
	Iteration 14Q: 3 clusters Score -2480463 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -2481162.000000 Penalty: 2943.202881
	Iteration 15Q: 3 clusters Score -2481162 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -2481825.500000 Penalty: 2943.202881
	Iteration 16Q: 3 clusters Score -2481826 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2482393.000000 Penalty: 2943.202881
	Iteration 17Q: 3 clusters Score -2482393 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2482826.250000 Penalty: 2943.202881
	Iteration 18Q: 3 clusters Score -2482826 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2483097.250000 Penalty: 2943.202881
	Iteration 19Q: 3 clusters Score -2483097 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2483298.750000 Penalty: 2943.202881
	Iteration 20F: 3 clusters Score -2483299 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2483401.500000 Penalty: 2943.202881
	Iteration 21Q: 3 clusters Score -2483402 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2483476.000000 Penalty: 2943.202881
	Iteration 22Q: 3 clusters Score -2483476 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2483531.000000 Penalty: 2943.202881
	Iteration 23Q: 3 clusters Score -2483531 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2483569.500000 Penalty: 2943.202881
	Iteration 24Q: 3 clusters Score -2483570 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2483611.250000 Penalty: 2943.202881
	Iteration 25Q: 3 clusters Score -2483611 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19477 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -2483656.750000 Penalty: 2943.202881
	Iteration 26Q: 3 clusters Score -2483657 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -2483671.500000 Penalty: 2943.202881
	Iteration 27Q: 3 clusters Score -2483672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -2483684.250000 Penalty: 2943.202881
	Iteration 28Q: 3 clusters Score -2483684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -2483695.250000 Penalty: 2943.202881
	Iteration 29Q: 3 clusters Score -2483695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -2483701.750000 Penalty: 2943.202881
	Iteration 30Q: 3 clusters Score -2483702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -2483699.500000 Penalty: 2943.202881
	Iteration 31Q: 3 clusters Score -2483700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -2483704.500000 Penalty: 2943.202881
	Iteration 32Q: 3 clusters Score -2483704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -2483704.500000 Penalty: 2943.202881
	Iteration 33F: 3 clusters Score -2483704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Entering Unmasked Estep 
Score: -67551.429688 Penalty: 978.578674
	Iteration 0F: 2 clusters Score -67551.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -66467.890625 Penalty: 1957.157349
	Iteration 0F: 3 clusters Score -66467.89 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -66751.804688 Penalty: 1957.157349
	Iteration 1F: 3 clusters Score -66751.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -66859.960938 Penalty: 1957.157349
	Iteration 2F: 3 clusters Score -66859.96 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -66926.781250 Penalty: 1957.157349
	Iteration 3Q: 3 clusters Score -66926.78 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -66968.617188 Penalty: 1957.157349
	Iteration 4Q: 3 clusters Score -66968.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -66994.000000 Penalty: 1957.157349
	Iteration 5Q: 3 clusters Score -66994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -67030.382812 Penalty: 1957.157349
	Iteration 6Q: 3 clusters Score -67030.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -67066.804688 Penalty: 1957.157349
	Iteration 7Q: 3 clusters Score -67066.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -67087.585938 Penalty: 1957.157349
	Iteration 8Q: 3 clusters Score -67087.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -67110.273438 Penalty: 1957.157349
	Iteration 9Q: 3 clusters Score -67110.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -67140.671875 Penalty: 1957.157349
	Iteration 10Q: 3 clusters Score -67140.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -67177.414062 Penalty: 1957.157349
	Iteration 11Q: 3 clusters Score -67177.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -67194.812500 Penalty: 1957.157349
	Iteration 12Q: 3 clusters Score -67194.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -67204.117188 Penalty: 1957.157349
	Iteration 13Q: 3 clusters Score -67204.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -67215.921875 Penalty: 1957.157349
	Iteration 14Q: 3 clusters Score -67215.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -67222.359375 Penalty: 1957.157349
	Iteration 15Q: 3 clusters Score -67222.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -67230.000000 Penalty: 1957.157349
	Iteration 16Q: 3 clusters Score -67230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -67235.421875 Penalty: 1957.157349
	Iteration 17Q: 3 clusters Score -67235.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -67236.289062 Penalty: 1957.157349
	Iteration 18Q: 3 clusters Score -67236.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -67236.289062 Penalty: 1957.157349
	Iteration 19F: 3 clusters Score -67236.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Entering Unmasked Estep 
Score: -12999.894531 Penalty: 731.003052
	Iteration 0F: 2 clusters Score -12999.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -12594.691406 Penalty: 1462.006104
	Iteration 0F: 3 clusters Score -12594.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -12620.523438 Penalty: 1462.006104
	Iteration 1Q: 3 clusters Score -12620.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -12641.583984 Penalty: 1462.006104
	Iteration 2Q: 3 clusters Score -12641.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -12649.963867 Penalty: 1462.006104
	Iteration 3Q: 3 clusters Score -12649.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -12649.963867 Penalty: 1462.006104
	Iteration 4F: 3 clusters Score -12649.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (35696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35696 members 
Entering Unmasked Estep 
Score: -4513823.000000 Penalty: 1559.839722
	Iteration 0F: 2 clusters Score -4513823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -4490515.000000 Penalty: 3119.679443
	Iteration 0F: 3 clusters Score -4490515 nChanged 16346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
Score: -4499435.500000 Penalty: 3119.679443
	Iteration 1F: 3 clusters Score -4499436 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -4499841.500000 Penalty: 3119.679443
	Iteration 2Q: 3 clusters Score -4499842 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 20010 members 
Entering Unmasked Estep 
Score: -4500316.500000 Penalty: 3119.679443
	Iteration 3Q: 3 clusters Score -4500316 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -4501027.000000 Penalty: 3119.679443
	Iteration 4Q: 3 clusters Score -4501027 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 22766 members 
Entering Unmasked Estep 
Score: -4501980.000000 Penalty: 3119.679443
	Iteration 5F: 3 clusters Score -4501980 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
Score: -4503392.500000 Penalty: 3119.679443
	Iteration 6F: 3 clusters Score -4503392 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 27219 members 
Entering Unmasked Estep 
Score: -4505214.000000 Penalty: 3119.679443
	Iteration 7F: 3 clusters Score -4505214 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 29641 members 
Entering Unmasked Estep 
Score: -4507236.000000 Penalty: 3119.679443
	Iteration 8F: 3 clusters Score -4507236 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 31795 members 
Entering Unmasked Estep 
Score: -4509208.000000 Penalty: 3119.679443
	Iteration 9F: 3 clusters Score -4509208 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 33428 members 
Entering Unmasked Estep 
Score: -4510735.000000 Penalty: 3119.679443
	Iteration 10Q: 3 clusters Score -4510735 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 34412 members 
Entering Unmasked Estep 
Score: -4511609.500000 Penalty: 3119.679443
	Iteration 11Q: 3 clusters Score -4511610 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 34896 members 
Entering Unmasked Estep 
Score: -4512050.500000 Penalty: 3119.679443
	Iteration 12Q: 3 clusters Score -4512050 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 35118 members 
Entering Unmasked Estep 
Score: -4512268.000000 Penalty: 3119.679443
	Iteration 13Q: 3 clusters Score -4512268 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 35235 members 
Entering Unmasked Estep 
Score: -4512400.000000 Penalty: 3119.679443
	Iteration 14Q: 3 clusters Score -4512400 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 35302 members 
Entering Unmasked Estep 
Score: -4512473.000000 Penalty: 3119.679443
	Iteration 15Q: 3 clusters Score -4512473 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 35327 members 
Entering Unmasked Estep 
Score: -4512492.000000 Penalty: 3119.679443
	Iteration 16Q: 3 clusters Score -4512492 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 35346 members 
Entering Unmasked Estep 
Score: -4512528.000000 Penalty: 3119.679443
	Iteration 17Q: 3 clusters Score -4512528 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 35359 members 
Entering Unmasked Estep 
Score: -4512549.000000 Penalty: 3119.679443
	Iteration 18Q: 3 clusters Score -4512549 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 35370 members 
Entering Unmasked Estep 
Score: -4512569.500000 Penalty: 3119.679443
	Iteration 19Q: 3 clusters Score -4512570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 35376 members 
Entering Unmasked Estep 
Score: -4512580.000000 Penalty: 3119.679443
	Iteration 20F: 3 clusters Score -4512580 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 35385 members 
Entering Unmasked Estep 
Score: -4512590.000000 Penalty: 3119.679443
	Iteration 21Q: 3 clusters Score -4512590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 35388 members 
Entering Unmasked Estep 
Score: -4512598.000000 Penalty: 3119.679443
	Iteration 22Q: 3 clusters Score -4512598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 35394 members 
Entering Unmasked Estep 
Score: -4512612.500000 Penalty: 3119.679443
	Iteration 23Q: 3 clusters Score -4512612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 35397 members 
Entering Unmasked Estep 
Score: -4512619.000000 Penalty: 3119.679443
	Iteration 24Q: 3 clusters Score -4512619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 35399 members 
Entering Unmasked Estep 
Score: -4512622.000000 Penalty: 3119.679443
	Iteration 25Q: 3 clusters Score -4512622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 35403 members 
Entering Unmasked Estep 
Score: -4512626.500000 Penalty: 3119.679443
	Iteration 26Q: 3 clusters Score -4512626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 35403 members 
Entering Unmasked Estep 
Score: -4512626.500000 Penalty: 3119.679443
	Iteration 27F: 3 clusters Score -4512626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Entering Unmasked Estep 
Score: -1676823.875000 Penalty: 1419.091675
	Iteration 0F: 2 clusters Score -1676824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1667647.000000 Penalty: 2838.183350
	Iteration 0F: 3 clusters Score -1667647 nChanged 5919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1670867.125000 Penalty: 2838.183350
	Iteration 1F: 3 clusters Score -1670867 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1671202.750000 Penalty: 2838.183350
	Iteration 2F: 3 clusters Score -1671203 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1671487.875000 Penalty: 2838.183350
	Iteration 3Q: 3 clusters Score -1671488 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1671749.125000 Penalty: 2838.183350
	Iteration 4Q: 3 clusters Score -1671749 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1672062.125000 Penalty: 2838.183350
	Iteration 5Q: 3 clusters Score -1672062 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1672386.375000 Penalty: 2838.183350
	Iteration 6Q: 3 clusters Score -1672386 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1672758.375000 Penalty: 2838.183350
	Iteration 7Q: 3 clusters Score -1672758 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1673169.250000 Penalty: 2838.183350
	Iteration 8Q: 3 clusters Score -1673169 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1673609.250000 Penalty: 2838.183350
	Iteration 9Q: 3 clusters Score -1673609 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1674050.750000 Penalty: 2838.183350
	Iteration 10Q: 3 clusters Score -1674051 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1674441.750000 Penalty: 2838.183350
	Iteration 11Q: 3 clusters Score -1674442 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1674703.375000 Penalty: 2838.183350
	Iteration 12Q: 3 clusters Score -1674703 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1674909.000000 Penalty: 2838.183350
	Iteration 13Q: 3 clusters Score -1674909 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1675065.375000 Penalty: 2838.183350
	Iteration 14Q: 3 clusters Score -1675065 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1675180.875000 Penalty: 2838.183350
	Iteration 15Q: 3 clusters Score -1675181 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1675284.000000 Penalty: 2838.183350
	Iteration 16Q: 3 clusters Score -1675284 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1675375.500000 Penalty: 2838.183350
	Iteration 17Q: 3 clusters Score -1675376 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1675451.250000 Penalty: 2838.183350
	Iteration 18Q: 3 clusters Score -1675451 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1675513.375000 Penalty: 2838.183350
	Iteration 19Q: 3 clusters Score -1675513 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1675555.625000 Penalty: 2838.183350
	Iteration 20F: 3 clusters Score -1675556 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1675591.000000 Penalty: 2838.183350
	Iteration 21Q: 3 clusters Score -1675591 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1675638.875000 Penalty: 2838.183350
	Iteration 22Q: 3 clusters Score -1675639 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1675671.875000 Penalty: 2838.183350
	Iteration 23Q: 3 clusters Score -1675672 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1675696.250000 Penalty: 2838.183350
	Iteration 24Q: 3 clusters Score -1675696 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1675730.125000 Penalty: 2838.183350
	Iteration 25Q: 3 clusters Score -1675730 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1675752.375000 Penalty: 2838.183350
	Iteration 26Q: 3 clusters Score -1675752 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1675769.375000 Penalty: 2838.183350
	Iteration 27Q: 3 clusters Score -1675769 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1675775.500000 Penalty: 2838.183350
	Iteration 28Q: 3 clusters Score -1675776 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1675789.500000 Penalty: 2838.183350
	Iteration 29Q: 3 clusters Score -1675790 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1675793.250000 Penalty: 2838.183350
	Iteration 30Q: 3 clusters Score -1675793 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1675803.000000 Penalty: 2838.183350
	Iteration 31Q: 3 clusters Score -1675803 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1675807.625000 Penalty: 2838.183350
	Iteration 32Q: 3 clusters Score -1675808 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1675815.000000 Penalty: 2838.183350
	Iteration 33Q: 3 clusters Score -1675815 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1675827.375000 Penalty: 2838.183350
	Iteration 34Q: 3 clusters Score -1675827 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1675835.625000 Penalty: 2838.183350
	Iteration 35Q: 3 clusters Score -1675836 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1675840.625000 Penalty: 2838.183350
	Iteration 36Q: 3 clusters Score -1675841 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1675848.750000 Penalty: 2838.183350
	Iteration 37Q: 3 clusters Score -1675849 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1675857.750000 Penalty: 2838.183350
	Iteration 38Q: 3 clusters Score -1675858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1675863.000000 Penalty: 2838.183350
	Iteration 39Q: 3 clusters Score -1675863 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1675871.125000 Penalty: 2838.183350
	Iteration 40F: 3 clusters Score -1675871 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1675871.750000 Penalty: 2838.183350
	Iteration 41Q: 3 clusters Score -1675872 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1675880.000000 Penalty: 2838.183350
	Iteration 42Q: 3 clusters Score -1675880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1675878.625000 Penalty: 2838.183350
	Iteration 43Q: 3 clusters Score -1675879 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1675882.500000 Penalty: 2838.183350
	Iteration 44Q: 3 clusters Score -1675882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1675884.125000 Penalty: 2838.183350
	Iteration 45Q: 3 clusters Score -1675884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1675886.375000 Penalty: 2838.183350
	Iteration 46Q: 3 clusters Score -1675886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1675890.625000 Penalty: 2838.183350
	Iteration 47Q: 3 clusters Score -1675891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1675893.125000 Penalty: 2838.183350
	Iteration 48Q: 3 clusters Score -1675893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1675893.125000 Penalty: 2838.183350
	Iteration 49Q: 3 clusters Score -1675893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1675897.000000 Penalty: 2838.183350
	Iteration 50Q: 3 clusters Score -1675897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1675896.875000 Penalty: 2838.183350
	Iteration 51Q: 3 clusters Score -1675897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1675895.000000 Penalty: 2838.183350
	Iteration 52Q: 3 clusters Score -1675895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1675894.000000 Penalty: 2838.183350
	Iteration 53Q: 3 clusters Score -1675894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1675898.250000 Penalty: 2838.183350
	Iteration 54Q: 3 clusters Score -1675898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1675897.750000 Penalty: 2838.183350
	Iteration 55Q: 3 clusters Score -1675898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1675897.750000 Penalty: 2838.183350
	Iteration 56Q: 3 clusters Score -1675898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1675899.500000 Penalty: 2838.183350
	Iteration 57Q: 3 clusters Score -1675900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1675897.375000 Penalty: 2838.183350
	Iteration 58Q: 3 clusters Score -1675897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1675897.375000 Penalty: 2838.183350
	Iteration 59F: 3 clusters Score -1675897 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Entering Unmasked Estep 
Score: -667053.187500 Penalty: 1287.558594
	Iteration 0F: 2 clusters Score -667053.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -662851.250000 Penalty: 2575.117188
	Iteration 0F: 3 clusters Score -662851.2 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -664188.187500 Penalty: 2575.117188
	Iteration 1F: 3 clusters Score -664188.2 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -664509.437500 Penalty: 2575.117188
	Iteration 2F: 3 clusters Score -664509.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -664749.562500 Penalty: 2575.117188
	Iteration 3F: 3 clusters Score -664749.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -664962.000000 Penalty: 2575.117188
	Iteration 4F: 3 clusters Score -664962 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -665173.375000 Penalty: 2575.117188
	Iteration 5Q: 3 clusters Score -665173.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -665337.687500 Penalty: 2575.117188
	Iteration 6Q: 3 clusters Score -665337.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -665479.625000 Penalty: 2575.117188
	Iteration 7Q: 3 clusters Score -665479.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -665587.312500 Penalty: 2575.117188
	Iteration 8Q: 3 clusters Score -665587.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -665672.625000 Penalty: 2575.117188
	Iteration 9Q: 3 clusters Score -665672.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -665767.687500 Penalty: 2575.117188
	Iteration 10Q: 3 clusters Score -665767.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -665846.937500 Penalty: 2575.117188
	Iteration 11Q: 3 clusters Score -665846.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -665911.687500 Penalty: 2575.117188
	Iteration 12Q: 3 clusters Score -665911.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -665969.562500 Penalty: 2575.117188
	Iteration 13Q: 3 clusters Score -665969.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -666010.500000 Penalty: 2575.117188
	Iteration 14Q: 3 clusters Score -666010.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -666054.312500 Penalty: 2575.117188
	Iteration 15Q: 3 clusters Score -666054.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -666082.125000 Penalty: 2575.117188
	Iteration 16Q: 3 clusters Score -666082.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -666113.875000 Penalty: 2575.117188
	Iteration 17Q: 3 clusters Score -666113.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -666146.750000 Penalty: 2575.117188
	Iteration 18Q: 3 clusters Score -666146.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -666174.937500 Penalty: 2575.117188
	Iteration 19Q: 3 clusters Score -666174.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -666206.500000 Penalty: 2575.117188
	Iteration 20F: 3 clusters Score -666206.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -666228.625000 Penalty: 2575.117188
	Iteration 21Q: 3 clusters Score -666228.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -666240.000000 Penalty: 2575.117188
	Iteration 22Q: 3 clusters Score -666240 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -666252.750000 Penalty: 2575.117188
	Iteration 23Q: 3 clusters Score -666252.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -666263.562500 Penalty: 2575.117188
	Iteration 24Q: 3 clusters Score -666263.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -666273.562500 Penalty: 2575.117188
	Iteration 25Q: 3 clusters Score -666273.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -666281.875000 Penalty: 2575.117188
	Iteration 26Q: 3 clusters Score -666281.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -666285.937500 Penalty: 2575.117188
	Iteration 27Q: 3 clusters Score -666285.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -666289.312500 Penalty: 2575.117188
	Iteration 28Q: 3 clusters Score -666289.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -666290.250000 Penalty: 2575.117188
	Iteration 29Q: 3 clusters Score -666290.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -666293.500000 Penalty: 2575.117188
	Iteration 30Q: 3 clusters Score -666293.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -666292.937500 Penalty: 2575.117188
	Iteration 31Q: 3 clusters Score -666292.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -666294.187500 Penalty: 2575.117188
	Iteration 32Q: 3 clusters Score -666294.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -666293.875000 Penalty: 2575.117188
	Iteration 33Q: 3 clusters Score -666293.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -666295.250000 Penalty: 2575.117188
	Iteration 34Q: 3 clusters Score -666295.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -666294.625000 Penalty: 2575.117188
	Iteration 35Q: 3 clusters Score -666294.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -666294.625000 Penalty: 2575.117188
	Iteration 36Q: 3 clusters Score -666294.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -666294.625000 Penalty: 2575.117188
	Iteration 37F: 3 clusters Score -666294.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (52389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52389 members 
Entering Unmasked Estep 
Score: -6674003.500000 Penalty: 1616.928101
	Iteration 0F: 2 clusters Score -6674004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26118 members 
Mstep: Class 2 contains 26271 members 
Entering Unmasked Estep 
Score: -6640720.000000 Penalty: 3233.856201
	Iteration 0F: 3 clusters Score -6640720 nChanged 24349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26105 members 
Mstep: Class 2 contains 26284 members 
Entering Unmasked Estep 
Score: -6654354.500000 Penalty: 3233.856201
	Iteration 1F: 3 clusters Score -6654354 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26037 members 
Mstep: Class 2 contains 26352 members 
Entering Unmasked Estep 
Score: -6654901.000000 Penalty: 3233.856201
	Iteration 2Q: 3 clusters Score -6654901 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25991 members 
Mstep: Class 2 contains 26398 members 
Entering Unmasked Estep 
Score: -6655426.500000 Penalty: 3233.856201
	Iteration 3Q: 3 clusters Score -6655426 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25985 members 
Mstep: Class 2 contains 26404 members 
Entering Unmasked Estep 
Score: -6655974.000000 Penalty: 3233.856201
	Iteration 4Q: 3 clusters Score -6655974 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 26478 members 
Entering Unmasked Estep 
Score: -6656449.500000 Penalty: 3233.856201
	Iteration 5Q: 3 clusters Score -6656450 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25828 members 
Mstep: Class 2 contains 26561 members 
Entering Unmasked Estep 
Score: -6657025.000000 Penalty: 3233.856201
	Iteration 6Q: 3 clusters Score -6657025 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25707 members 
Mstep: Class 2 contains 26682 members 
Entering Unmasked Estep 
Score: -6657598.000000 Penalty: 3233.856201
	Iteration 7Q: 3 clusters Score -6657598 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25518 members 
Mstep: Class 2 contains 26871 members 
Entering Unmasked Estep 
Score: -6658332.500000 Penalty: 3233.856201
	Iteration 8Q: 3 clusters Score -6658332 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25232 members 
Mstep: Class 2 contains 27157 members 
Entering Unmasked Estep 
Score: -6659089.000000 Penalty: 3233.856201
	Iteration 9Q: 3 clusters Score -6659089 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24785 members 
Mstep: Class 2 contains 27604 members 
Entering Unmasked Estep 
Score: -6659962.000000 Penalty: 3233.856201
	Iteration 10Q: 3 clusters Score -6659962 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24097 members 
Mstep: Class 2 contains 28292 members 
Entering Unmasked Estep 
Score: -6660938.500000 Penalty: 3233.856201
	Iteration 11Q: 3 clusters Score -6660938 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23161 members 
Mstep: Class 2 contains 29228 members 
Entering Unmasked Estep 
Score: -6662111.500000 Penalty: 3233.856201
	Iteration 12Q: 3 clusters Score -6662112 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21870 members 
Mstep: Class 2 contains 30519 members 
Entering Unmasked Estep 
Score: -6663256.500000 Penalty: 3233.856201
	Iteration 13Q: 3 clusters Score -6663256 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 32056 members 
Entering Unmasked Estep 
Score: -6664465.000000 Penalty: 3233.856201
	Iteration 14Q: 3 clusters Score -6664465 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 33842 members 
Entering Unmasked Estep 
Score: -6665622.500000 Penalty: 3233.856201
	Iteration 15Q: 3 clusters Score -6665622 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 35878 members 
Entering Unmasked Estep 
Score: -6666908.000000 Penalty: 3233.856201
	Iteration 16Q: 3 clusters Score -6666908 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 38060 members 
Entering Unmasked Estep 
Score: -6668096.000000 Penalty: 3233.856201
	Iteration 17Q: 3 clusters Score -6668096 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 40183 members 
Entering Unmasked Estep 
Score: -6669263.500000 Penalty: 3233.856201
	Iteration 18Q: 3 clusters Score -6669264 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 42184 members 
Entering Unmasked Estep 
Score: -6670284.500000 Penalty: 3233.856201
	Iteration 19Q: 3 clusters Score -6670284 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 43905 members 
Entering Unmasked Estep 
Score: -6671107.500000 Penalty: 3233.856201
	Iteration 20F: 3 clusters Score -6671108 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 45376 members 
Entering Unmasked Estep 
Score: -6671728.500000 Penalty: 3233.856201
	Iteration 21Q: 3 clusters Score -6671728 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 46517 members 
Entering Unmasked Estep 
Score: -6672241.000000 Penalty: 3233.856201
	Iteration 22Q: 3 clusters Score -6672241 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 47400 members 
Entering Unmasked Estep 
Score: -6672605.000000 Penalty: 3233.856201
	Iteration 23Q: 3 clusters Score -6672605 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 48081 members 
Entering Unmasked Estep 
Score: -6672831.500000 Penalty: 3233.856201
	Iteration 24Q: 3 clusters Score -6672832 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 48616 members 
Entering Unmasked Estep 
Score: -6673075.000000 Penalty: 3233.856201
	Iteration 25Q: 3 clusters Score -6673075 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 49014 members 
Entering Unmasked Estep 
Score: -6673270.500000 Penalty: 3233.856201
	Iteration 26Q: 3 clusters Score -6673270 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 49320 members 
Entering Unmasked Estep 
Score: -6673373.000000 Penalty: 3233.856201
	Iteration 27Q: 3 clusters Score -6673373 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 49555 members 
Entering Unmasked Estep 
Score: -6673478.500000 Penalty: 3233.856201
	Iteration 28Q: 3 clusters Score -6673478 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 49724 members 
Entering Unmasked Estep 
Score: -6673505.500000 Penalty: 3233.856201
	Iteration 29Q: 3 clusters Score -6673506 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 49829 members 
Entering Unmasked Estep 
Score: -6673523.500000 Penalty: 3233.856201
	Iteration 30Q: 3 clusters Score -6673524 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 49922 members 
Entering Unmasked Estep 
Score: -6673532.000000 Penalty: 3233.856201
	Iteration 31Q: 3 clusters Score -6673532 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 50013 members 
Entering Unmasked Estep 
Score: -6673566.500000 Penalty: 3233.856201
	Iteration 32Q: 3 clusters Score -6673566 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 50081 members 
Entering Unmasked Estep 
Score: -6673597.500000 Penalty: 3233.856201
	Iteration 33Q: 3 clusters Score -6673598 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 50123 members 
Entering Unmasked Estep 
Score: -6673597.000000 Penalty: 3233.856201
	Iteration 34Q: 3 clusters Score -6673597 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 50163 members 
Entering Unmasked Estep 
Score: -6673597.000000 Penalty: 3233.856201
	Iteration 35Q: 3 clusters Score -6673597 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 50190 members 
Entering Unmasked Estep 
Score: -6673605.500000 Penalty: 3233.856201
	Iteration 36Q: 3 clusters Score -6673606 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 50211 members 
Entering Unmasked Estep 
Score: -6673614.000000 Penalty: 3233.856201
	Iteration 37Q: 3 clusters Score -6673614 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 50232 members 
Entering Unmasked Estep 
Score: -6673625.000000 Penalty: 3233.856201
	Iteration 38Q: 3 clusters Score -6673625 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 50256 members 
Entering Unmasked Estep 
Score: -6673630.500000 Penalty: 3233.856201
	Iteration 39Q: 3 clusters Score -6673630 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 50279 members 
Entering Unmasked Estep 
Score: -6673633.500000 Penalty: 3233.856201
	Iteration 40F: 3 clusters Score -6673634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 50292 members 
Entering Unmasked Estep 
Score: -6673627.000000 Penalty: 3233.856201
	Iteration 41Q: 3 clusters Score -6673627 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 50304 members 
Entering Unmasked Estep 
Score: -6673642.500000 Penalty: 3233.856201
	Iteration 42Q: 3 clusters Score -6673642 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 50314 members 
Entering Unmasked Estep 
Score: -6673650.000000 Penalty: 3233.856201
	Iteration 43Q: 3 clusters Score -6673650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 50323 members 
Entering Unmasked Estep 
Score: -6673646.000000 Penalty: 3233.856201
	Iteration 44Q: 3 clusters Score -6673646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 50335 members 
Entering Unmasked Estep 
Score: -6673642.500000 Penalty: 3233.856201
	Iteration 45Q: 3 clusters Score -6673642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 50343 members 
Entering Unmasked Estep 
Score: -6673642.500000 Penalty: 3233.856201
	Iteration 46Q: 3 clusters Score -6673642 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 50354 members 
Entering Unmasked Estep 
Score: -6673656.500000 Penalty: 3233.856201
	Iteration 47Q: 3 clusters Score -6673656 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 50369 members 
Entering Unmasked Estep 
Score: -6673650.000000 Penalty: 3233.856201
	Iteration 48Q: 3 clusters Score -6673650 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 50382 members 
Entering Unmasked Estep 
Score: -6673651.500000 Penalty: 3233.856201
	Iteration 49Q: 3 clusters Score -6673652 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 50393 members 
Entering Unmasked Estep 
Score: -6673661.500000 Penalty: 3233.856201
	Iteration 50Q: 3 clusters Score -6673662 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 50398 members 
Entering Unmasked Estep 
Score: -6673653.500000 Penalty: 3233.856201
	Iteration 51Q: 3 clusters Score -6673654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 50406 members 
Entering Unmasked Estep 
Score: -6673663.000000 Penalty: 3233.856201
	Iteration 52Q: 3 clusters Score -6673663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 50411 members 
Entering Unmasked Estep 
Score: -6673675.500000 Penalty: 3233.856201
	Iteration 53Q: 3 clusters Score -6673676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 50415 members 
Entering Unmasked Estep 
Score: -6673666.500000 Penalty: 3233.856201
	Iteration 54Q: 3 clusters Score -6673666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 50417 members 
Entering Unmasked Estep 
Score: -6673663.500000 Penalty: 3233.856201
	Iteration 55Q: 3 clusters Score -6673664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 50422 members 
Entering Unmasked Estep 
Score: -6673662.000000 Penalty: 3233.856201
	Iteration 56Q: 3 clusters Score -6673662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 50426 members 
Entering Unmasked Estep 
Score: -6673658.000000 Penalty: 3233.856201
	Iteration 57Q: 3 clusters Score -6673658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 50431 members 
Entering Unmasked Estep 
Score: -6673669.500000 Penalty: 3233.856201
	Iteration 58Q: 3 clusters Score -6673670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 50435 members 
Entering Unmasked Estep 
Score: -6673662.500000 Penalty: 3233.856201
	Iteration 59Q: 3 clusters Score -6673662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 50437 members 
Entering Unmasked Estep 
Score: -6673657.500000 Penalty: 3233.856201
	Iteration 60F: 3 clusters Score -6673658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 50440 members 
Entering Unmasked Estep 
Score: -6673669.000000 Penalty: 3233.856201
	Iteration 61Q: 3 clusters Score -6673669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 50444 members 
Entering Unmasked Estep 
Score: -6673660.500000 Penalty: 3233.856201
	Iteration 62Q: 3 clusters Score -6673660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 50448 members 
Entering Unmasked Estep 
Score: -6673663.000000 Penalty: 3233.856201
	Iteration 63Q: 3 clusters Score -6673663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 50449 members 
Entering Unmasked Estep 
Score: -6673664.000000 Penalty: 3233.856201
	Iteration 64Q: 3 clusters Score -6673664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 50450 members 
Entering Unmasked Estep 
Score: -6673662.000000 Penalty: 3233.856201
	Iteration 65Q: 3 clusters Score -6673662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 50452 members 
Entering Unmasked Estep 
Score: -6673660.500000 Penalty: 3233.856201
	Iteration 66Q: 3 clusters Score -6673660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 50452 members 
Entering Unmasked Estep 
Score: -6673660.500000 Penalty: 3233.856201
	Iteration 67F: 3 clusters Score -6673660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (11143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Entering Unmasked Estep 
Score: -1403727.125000 Penalty: 1386.602661
	Iteration 0F: 2 clusters Score -1403727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1396282.875000 Penalty: 2773.205322
	Iteration 0F: 3 clusters Score -1396283 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1398741.875000 Penalty: 2773.205322
	Iteration 1F: 3 clusters Score -1398742 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1399005.000000 Penalty: 2773.205322
	Iteration 2F: 3 clusters Score -1399005 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1399187.125000 Penalty: 2773.205322
	Iteration 3Q: 3 clusters Score -1399187 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1399323.375000 Penalty: 2773.205322
	Iteration 4Q: 3 clusters Score -1399323 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1399418.750000 Penalty: 2773.205322
	Iteration 5Q: 3 clusters Score -1399419 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1399514.750000 Penalty: 2773.205322
	Iteration 6Q: 3 clusters Score -1399515 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1399601.375000 Penalty: 2773.205322
	Iteration 7Q: 3 clusters Score -1399601 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1399699.875000 Penalty: 2773.205322
	Iteration 8Q: 3 clusters Score -1399700 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1399821.250000 Penalty: 2773.205322
	Iteration 9Q: 3 clusters Score -1399821 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1399969.750000 Penalty: 2773.205322
	Iteration 10Q: 3 clusters Score -1399970 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1400173.375000 Penalty: 2773.205322
	Iteration 11Q: 3 clusters Score -1400173 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1400424.750000 Penalty: 2773.205322
	Iteration 12Q: 3 clusters Score -1400425 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1400722.625000 Penalty: 2773.205322
	Iteration 13Q: 3 clusters Score -1400723 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1401028.750000 Penalty: 2773.205322
	Iteration 14Q: 3 clusters Score -1401029 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -1401339.125000 Penalty: 2773.205322
	Iteration 15Q: 3 clusters Score -1401339 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1401642.375000 Penalty: 2773.205322
	Iteration 16Q: 3 clusters Score -1401642 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -1401931.375000 Penalty: 2773.205322
	Iteration 17Q: 3 clusters Score -1401931 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -1402149.750000 Penalty: 2773.205322
	Iteration 18Q: 3 clusters Score -1402150 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1402318.625000 Penalty: 2773.205322
	Iteration 19Q: 3 clusters Score -1402319 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -1402428.750000 Penalty: 2773.205322
	Iteration 20F: 3 clusters Score -1402429 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1402481.500000 Penalty: 2773.205322
	Iteration 21Q: 3 clusters Score -1402482 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -1402513.125000 Penalty: 2773.205322
	Iteration 22Q: 3 clusters Score -1402513 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1402535.750000 Penalty: 2773.205322
	Iteration 23Q: 3 clusters Score -1402536 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -1402550.375000 Penalty: 2773.205322
	Iteration 24Q: 3 clusters Score -1402550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1402565.125000 Penalty: 2773.205322
	Iteration 25Q: 3 clusters Score -1402565 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1402574.625000 Penalty: 2773.205322
	Iteration 26Q: 3 clusters Score -1402575 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -1402581.750000 Penalty: 2773.205322
	Iteration 27Q: 3 clusters Score -1402582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -1402592.625000 Penalty: 2773.205322
	Iteration 28Q: 3 clusters Score -1402593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -1402600.250000 Penalty: 2773.205322
	Iteration 29Q: 3 clusters Score -1402600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -1402606.625000 Penalty: 2773.205322
	Iteration 30Q: 3 clusters Score -1402607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1402612.000000 Penalty: 2773.205322
	Iteration 31Q: 3 clusters Score -1402612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1402615.625000 Penalty: 2773.205322
	Iteration 32Q: 3 clusters Score -1402616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1402621.500000 Penalty: 2773.205322
	Iteration 33Q: 3 clusters Score -1402622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -1402625.875000 Penalty: 2773.205322
	Iteration 34Q: 3 clusters Score -1402626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1402627.000000 Penalty: 2773.205322
	Iteration 35Q: 3 clusters Score -1402627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -1402629.250000 Penalty: 2773.205322
	Iteration 36Q: 3 clusters Score -1402629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -1402629.250000 Penalty: 2773.205322
	Iteration 37F: 3 clusters Score -1402629 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (67414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67414 members 
Entering Unmasked Estep 
Score: -8497065.000000 Penalty: 1654.448853
	Iteration 0F: 2 clusters Score -8497065 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33902 members 
Mstep: Class 2 contains 33512 members 
Entering Unmasked Estep 
Score: -8455665.000000 Penalty: 3308.897705
	Iteration 0F: 3 clusters Score -8455665 nChanged 31531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35927 members 
Mstep: Class 2 contains 31487 members 
Entering Unmasked Estep 
Score: -8473358.000000 Penalty: 3308.897705
	Iteration 1F: 3 clusters Score -8473358 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37375 members 
Mstep: Class 2 contains 30039 members 
Entering Unmasked Estep 
Score: -8474250.000000 Penalty: 3308.897705
	Iteration 2Q: 3 clusters Score -8474250 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39431 members 
Mstep: Class 2 contains 27983 members 
Entering Unmasked Estep 
Score: -8475482.000000 Penalty: 3308.897705
	Iteration 3Q: 3 clusters Score -8475482 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42270 members 
Mstep: Class 2 contains 25144 members 
Entering Unmasked Estep 
Score: -8477256.000000 Penalty: 3308.897705
	Iteration 4F: 3 clusters Score -8477256 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45911 members 
Mstep: Class 2 contains 21503 members 
Entering Unmasked Estep 
Score: -8479866.000000 Penalty: 3308.897705
	Iteration 5F: 3 clusters Score -8479866 nChanged 4878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49907 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -8483014.000000 Penalty: 3308.897705
	Iteration 6F: 3 clusters Score -8483014 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53820 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -8486197.000000 Penalty: 3308.897705
	Iteration 7F: 3 clusters Score -8486197 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57247 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -8488964.000000 Penalty: 3308.897705
	Iteration 8F: 3 clusters Score -8488964 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60004 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -8491227.000000 Penalty: 3308.897705
	Iteration 9Q: 3 clusters Score -8491227 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62076 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -8492791.000000 Penalty: 3308.897705
	Iteration 10Q: 3 clusters Score -8492791 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63538 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -8493819.000000 Penalty: 3308.897705
	Iteration 11Q: 3 clusters Score -8493819 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64566 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -8494557.000000 Penalty: 3308.897705
	Iteration 12Q: 3 clusters Score -8494557 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65214 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -8494949.000000 Penalty: 3308.897705
	Iteration 13Q: 3 clusters Score -8494949 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65676 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -8495206.000000 Penalty: 3308.897705
	Iteration 14Q: 3 clusters Score -8495206 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65966 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -8495366.000000 Penalty: 3308.897705
	Iteration 15Q: 3 clusters Score -8495366 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66164 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -8495508.000000 Penalty: 3308.897705
	Iteration 16Q: 3 clusters Score -8495508 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66282 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -8495567.000000 Penalty: 3308.897705
	Iteration 17Q: 3 clusters Score -8495567 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66367 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -8495617.000000 Penalty: 3308.897705
	Iteration 18Q: 3 clusters Score -8495617 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66430 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -8495658.000000 Penalty: 3308.897705
	Iteration 19Q: 3 clusters Score -8495658 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66473 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -8495691.000000 Penalty: 3308.897705
	Iteration 20F: 3 clusters Score -8495691 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66512 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -8495706.000000 Penalty: 3308.897705
	Iteration 21Q: 3 clusters Score -8495706 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66541 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -8495711.000000 Penalty: 3308.897705
	Iteration 22Q: 3 clusters Score -8495711 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66573 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -8495735.000000 Penalty: 3308.897705
	Iteration 23Q: 3 clusters Score -8495735 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66597 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -8495744.000000 Penalty: 3308.897705
	Iteration 24Q: 3 clusters Score -8495744 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66615 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -8495747.000000 Penalty: 3308.897705
	Iteration 25Q: 3 clusters Score -8495747 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66635 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -8495752.000000 Penalty: 3308.897705
	Iteration 26Q: 3 clusters Score -8495752 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66647 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -8495760.000000 Penalty: 3308.897705
	Iteration 27Q: 3 clusters Score -8495760 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66663 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -8495779.000000 Penalty: 3308.897705
	Iteration 28Q: 3 clusters Score -8495779 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66681 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -8495778.000000 Penalty: 3308.897705
	Iteration 29Q: 3 clusters Score -8495778 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66691 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -8495784.000000 Penalty: 3308.897705
	Iteration 30Q: 3 clusters Score -8495784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66699 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -8495797.000000 Penalty: 3308.897705
	Iteration 31Q: 3 clusters Score -8495797 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66708 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -8495793.000000 Penalty: 3308.897705
	Iteration 32Q: 3 clusters Score -8495793 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66713 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -8495788.000000 Penalty: 3308.897705
	Iteration 33Q: 3 clusters Score -8495788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66716 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -8495796.000000 Penalty: 3308.897705
	Iteration 34Q: 3 clusters Score -8495796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66718 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -8495802.000000 Penalty: 3308.897705
	Iteration 35Q: 3 clusters Score -8495802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66722 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -8495803.000000 Penalty: 3308.897705
	Iteration 36Q: 3 clusters Score -8495803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66725 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -8495810.000000 Penalty: 3308.897705
	Iteration 37Q: 3 clusters Score -8495810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66729 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -8495815.000000 Penalty: 3308.897705
	Iteration 38Q: 3 clusters Score -8495815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66731 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -8495812.000000 Penalty: 3308.897705
	Iteration 39Q: 3 clusters Score -8495812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66733 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -8495818.000000 Penalty: 3308.897705
	Iteration 40F: 3 clusters Score -8495818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66734 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -8495816.000000 Penalty: 3308.897705
	Iteration 41Q: 3 clusters Score -8495816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66737 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -8495814.000000 Penalty: 3308.897705
	Iteration 42Q: 3 clusters Score -8495814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66737 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -8495807.000000 Penalty: 3308.897705
	Iteration 43Q: 3 clusters Score -8495807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66741 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -8495819.000000 Penalty: 3308.897705
	Iteration 44Q: 3 clusters Score -8495819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66743 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -8495817.000000 Penalty: 3308.897705
	Iteration 45Q: 3 clusters Score -8495817 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66743 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -8495817.000000 Penalty: 3308.897705
	Iteration 46F: 3 clusters Score -8495817 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Entering Unmasked Estep 
Score: -25900.003906 Penalty: 895.204224
	Iteration 0F: 2 clusters Score -25900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -25160.992188 Penalty: 1790.408447
	Iteration 0F: 3 clusters Score -25160.99 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -25450.947266 Penalty: 1790.408447
	Iteration 1F: 3 clusters Score -25450.95 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -25557.671875 Penalty: 1790.408447
	Iteration 2F: 3 clusters Score -25557.67 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -25644.605469 Penalty: 1790.408447
	Iteration 3Q: 3 clusters Score -25644.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -25689.117188 Penalty: 1790.408447
	Iteration 4Q: 3 clusters Score -25689.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -25722.220703 Penalty: 1790.408447
	Iteration 5Q: 3 clusters Score -25722.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -25730.296875 Penalty: 1790.408447
	Iteration 6Q: 3 clusters Score -25730.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -25741.933594 Penalty: 1790.408447
	Iteration 7Q: 3 clusters Score -25741.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -25744.714844 Penalty: 1790.408447
	Iteration 8Q: 3 clusters Score -25744.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -25748.326172 Penalty: 1790.408447
	Iteration 9Q: 3 clusters Score -25748.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -25748.326172 Penalty: 1790.408447
	Iteration 10F: 3 clusters Score -25748.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Entering Unmasked Estep 
Score: -43557.585938 Penalty: 887.380615
	Iteration 0F: 2 clusters Score -43557.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -42768.093750 Penalty: 1774.761230
	Iteration 0F: 3 clusters Score -42768.09 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -42945.007812 Penalty: 1774.761230
	Iteration 1F: 3 clusters Score -42945.01 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -43009.390625 Penalty: 1774.761230
	Iteration 2Q: 3 clusters Score -43009.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -43032.718750 Penalty: 1774.761230
	Iteration 3Q: 3 clusters Score -43032.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -43038.816406 Penalty: 1774.761230
	Iteration 4Q: 3 clusters Score -43038.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -43040.257812 Penalty: 1774.761230
	Iteration 5Q: 3 clusters Score -43040.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -43040.257812 Penalty: 1774.761230
	Iteration 6F: 3 clusters Score -43040.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (16043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Entering Unmasked Estep 
Score: -2029767.250000 Penalty: 1440.834595
	Iteration 0F: 2 clusters Score -2029767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -2019225.875000 Penalty: 2881.669189
	Iteration 0F: 3 clusters Score -2019226 nChanged 6930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -2022774.500000 Penalty: 2881.669189
	Iteration 1F: 3 clusters Score -2022774 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -2023151.250000 Penalty: 2881.669189
	Iteration 2F: 3 clusters Score -2023151 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -2023461.875000 Penalty: 2881.669189
	Iteration 3Q: 3 clusters Score -2023462 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -2023765.625000 Penalty: 2881.669189
	Iteration 4Q: 3 clusters Score -2023766 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -2024084.500000 Penalty: 2881.669189
	Iteration 5Q: 3 clusters Score -2024084 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -2024427.750000 Penalty: 2881.669189
	Iteration 6Q: 3 clusters Score -2024428 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -2024794.625000 Penalty: 2881.669189
	Iteration 7Q: 3 clusters Score -2024795 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -2025212.875000 Penalty: 2881.669189
	Iteration 8Q: 3 clusters Score -2025213 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -2025693.875000 Penalty: 2881.669189
	Iteration 9Q: 3 clusters Score -2025694 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -2026239.500000 Penalty: 2881.669189
	Iteration 10Q: 3 clusters Score -2026240 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -2026830.500000 Penalty: 2881.669189
	Iteration 11Q: 3 clusters Score -2026830 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -2027363.375000 Penalty: 2881.669189
	Iteration 12Q: 3 clusters Score -2027363 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -2027752.500000 Penalty: 2881.669189
	Iteration 13Q: 3 clusters Score -2027752 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2027999.375000 Penalty: 2881.669189
	Iteration 14Q: 3 clusters Score -2027999 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2028187.125000 Penalty: 2881.669189
	Iteration 15Q: 3 clusters Score -2028187 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2028298.375000 Penalty: 2881.669189
	Iteration 16Q: 3 clusters Score -2028298 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2028387.000000 Penalty: 2881.669189
	Iteration 17Q: 3 clusters Score -2028387 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2028444.875000 Penalty: 2881.669189
	Iteration 18Q: 3 clusters Score -2028445 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2028497.375000 Penalty: 2881.669189
	Iteration 19Q: 3 clusters Score -2028497 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2028528.500000 Penalty: 2881.669189
	Iteration 20F: 3 clusters Score -2028528 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2028565.125000 Penalty: 2881.669189
	Iteration 21Q: 3 clusters Score -2028565 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2028584.625000 Penalty: 2881.669189
	Iteration 22Q: 3 clusters Score -2028585 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2028613.750000 Penalty: 2881.669189
	Iteration 23Q: 3 clusters Score -2028614 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -2028633.625000 Penalty: 2881.669189
	Iteration 24Q: 3 clusters Score -2028634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2028639.375000 Penalty: 2881.669189
	Iteration 25Q: 3 clusters Score -2028639 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2028646.875000 Penalty: 2881.669189
	Iteration 26Q: 3 clusters Score -2028647 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2028664.250000 Penalty: 2881.669189
	Iteration 27Q: 3 clusters Score -2028664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2028673.375000 Penalty: 2881.669189
	Iteration 28Q: 3 clusters Score -2028673 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2028684.000000 Penalty: 2881.669189
	Iteration 29Q: 3 clusters Score -2028684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2028691.625000 Penalty: 2881.669189
	Iteration 30Q: 3 clusters Score -2028692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2028704.000000 Penalty: 2881.669189
	Iteration 31Q: 3 clusters Score -2028704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2028708.000000 Penalty: 2881.669189
	Iteration 32Q: 3 clusters Score -2028708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2028711.875000 Penalty: 2881.669189
	Iteration 33Q: 3 clusters Score -2028712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2028714.500000 Penalty: 2881.669189
	Iteration 34Q: 3 clusters Score -2028714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2028720.500000 Penalty: 2881.669189
	Iteration 35Q: 3 clusters Score -2028720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2028726.000000 Penalty: 2881.669189
	Iteration 36Q: 3 clusters Score -2028726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2028727.750000 Penalty: 2881.669189
	Iteration 37Q: 3 clusters Score -2028728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2028729.000000 Penalty: 2881.669189
	Iteration 38Q: 3 clusters Score -2028729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2028736.875000 Penalty: 2881.669189
	Iteration 39Q: 3 clusters Score -2028737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2028740.875000 Penalty: 2881.669189
	Iteration 40F: 3 clusters Score -2028741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2028746.500000 Penalty: 2881.669189
	Iteration 41Q: 3 clusters Score -2028746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2028744.875000 Penalty: 2881.669189
	Iteration 42Q: 3 clusters Score -2028745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2028745.125000 Penalty: 2881.669189
	Iteration 43Q: 3 clusters Score -2028745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2028745.125000 Penalty: 2881.669189
	Iteration 44F: 3 clusters Score -2028745 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Entering Unmasked Estep 
Score: -140661.656250 Penalty: 1053.382690
	Iteration 0F: 2 clusters Score -140661.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -139278.718750 Penalty: 2106.765381
	Iteration 0F: 3 clusters Score -139278.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -139577.546875 Penalty: 2106.765381
	Iteration 1F: 3 clusters Score -139577.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -139653.890625 Penalty: 2106.765381
	Iteration 2F: 3 clusters Score -139653.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -139695.937500 Penalty: 2106.765381
	Iteration 3Q: 3 clusters Score -139695.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -139722.218750 Penalty: 2106.765381
	Iteration 4Q: 3 clusters Score -139722.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -139737.968750 Penalty: 2106.765381
	Iteration 5Q: 3 clusters Score -139738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -139751.078125 Penalty: 2106.765381
	Iteration 6Q: 3 clusters Score -139751.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -139757.781250 Penalty: 2106.765381
	Iteration 7Q: 3 clusters Score -139757.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -139766.312500 Penalty: 2106.765381
	Iteration 8Q: 3 clusters Score -139766.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -139767.953125 Penalty: 2106.765381
	Iteration 9Q: 3 clusters Score -139768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -139768.609375 Penalty: 2106.765381
	Iteration 10Q: 3 clusters Score -139768.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -139769.015625 Penalty: 2106.765381
	Iteration 11Q: 3 clusters Score -139769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -139769.015625 Penalty: 2106.765381
	Iteration 12F: 3 clusters Score -139769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -127422.687500 Penalty: 1044.870117
	Iteration 0F: 2 clusters Score -127422.7 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 543 members 
Entering Unmasked Estep 
Score: -126122.289062 Penalty: 2089.740234
	Iteration 0F: 3 clusters Score -126122.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -126437.320312 Penalty: 2089.740234
	Iteration 1F: 3 clusters Score -126437.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -126531.718750 Penalty: 2089.740234
	Iteration 2F: 3 clusters Score -126531.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -126571.429688 Penalty: 2089.740234
	Iteration 3Q: 3 clusters Score -126571.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -126590.265625 Penalty: 2089.740234
	Iteration 4Q: 3 clusters Score -126590.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -126604.101562 Penalty: 2089.740234
	Iteration 5Q: 3 clusters Score -126604.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -126616.656250 Penalty: 2089.740234
	Iteration 6Q: 3 clusters Score -126616.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -126624.726562 Penalty: 2089.740234
	Iteration 7Q: 3 clusters Score -126624.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -126637.882812 Penalty: 2089.740234
	Iteration 8Q: 3 clusters Score -126637.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -126642.695312 Penalty: 2089.740234
	Iteration 9Q: 3 clusters Score -126642.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -126646.468750 Penalty: 2089.740234
	Iteration 10Q: 3 clusters Score -126646.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -126646.468750 Penalty: 2089.740234
	Iteration 11F: 3 clusters Score -126646.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Entering Unmasked Estep 
Score: -47275.578125 Penalty: 931.710022
	Iteration 0F: 2 clusters Score -47275.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -46386.351562 Penalty: 1863.420044
	Iteration 0F: 3 clusters Score -46386.35 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -46651.304688 Penalty: 1863.420044
	Iteration 1F: 3 clusters Score -46651.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -46758.066406 Penalty: 1863.420044
	Iteration 2F: 3 clusters Score -46758.07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -46836.781250 Penalty: 1863.420044
	Iteration 3Q: 3 clusters Score -46836.78 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -46969.546875 Penalty: 1863.420044
	Iteration 4Q: 3 clusters Score -46969.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -47059.460938 Penalty: 1863.420044
	Iteration 5Q: 3 clusters Score -47059.46 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -47196.523438 Penalty: 1863.420044
	Iteration 6Q: 3 clusters Score -47196.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -47283.566406 Penalty: 1863.420044
	Iteration 7Q: 3 clusters Score -47283.57 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -47375.542969 Penalty: 1863.420044
	Iteration 8Q: 3 clusters Score -47375.54 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -47550.546875 Penalty: 1863.420044
	Iteration 9Q: 3 clusters Score -47550.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -47669.718750 Penalty: 1863.420044
	Iteration 10Q: 3 clusters Score -47669.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -47760.070312 Penalty: 1863.420044
	Iteration 11Q: 3 clusters Score -47760.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -47877.789062 Penalty: 1863.420044
	Iteration 12Q: 3 clusters Score -47877.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -47986.054688 Penalty: 1863.420044
	Iteration 13Q: 3 clusters Score -47986.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -48067.003906 Penalty: 1863.420044
	Iteration 14Q: 3 clusters Score -48067 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -48142.585938 Penalty: 1863.420044
	Iteration 15Q: 3 clusters Score -48142.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -48174.621094 Penalty: 1863.420044
	Iteration 16Q: 3 clusters Score -48174.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -48199.742188 Penalty: 1863.420044
	Iteration 17Q: 3 clusters Score -48199.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -48262.953125 Penalty: 1863.420044
	Iteration 18Q: 3 clusters Score -48262.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -48274.804688 Penalty: 1863.420044
	Iteration 19Q: 3 clusters Score -48274.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -48285.777344 Penalty: 1863.420044
	Iteration 20F: 3 clusters Score -48285.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -48299.781250 Penalty: 1863.420044
	Iteration 21Q: 3 clusters Score -48299.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -48299.781250 Penalty: 1863.420044
	Iteration 22F: 3 clusters Score -48299.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 11978 members 
Mstep: Class 3 contains 1718 members 
Mstep: Class 4 contains 40118 members 
Mstep: Class 5 contains 10098 members 
Mstep: Class 6 contains 38319 members 
Mstep: Class 7 contains 31587 members 
Mstep: Class 8 contains 4133 members 
Mstep: Class 9 contains 6914 members 
Mstep: Class 10 contains 8639 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 21778 members 
Mstep: Class 13 contains 15070 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 3871 members 
Mstep: Class 17 contains 51329 members 
Mstep: Class 18 contains 36472 members 
Mstep: Class 19 contains 21961 members 
Mstep: Class 20 contains 7184 members 
Mstep: Class 21 contains 19728 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35696 members 
Mstep: Class 25 contains 13862 members 
Mstep: Class 26 contains 5727 members 
Mstep: Class 27 contains 52389 members 
Mstep: Class 28 contains 11143 members 
Mstep: Class 29 contains 67414 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16043 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 62306 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9143 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20716 members 
Mstep: Class 42 contains 8784 members 
Mstep: Class 43 contains 255 members 
Entering Unmasked Estep 
Score: -80996176.000000 Penalty: 85805.187500
Splitting cluster 35 changes total score from -80996096.000000 to -80996176.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 36 (62306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62306 members 
Entering Unmasked Estep 
Score: -7948956.000000 Penalty: 1642.724243
	Iteration 0F: 2 clusters Score -7948956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31068 members 
Mstep: Class 2 contains 31238 members 
Entering Unmasked Estep 
Score: -7910261.500000 Penalty: 3285.448486
	Iteration 0F: 3 clusters Score -7910262 nChanged 29012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30332 members 
Mstep: Class 2 contains 31974 members 
Entering Unmasked Estep 
Score: -7926593.000000 Penalty: 3285.448486
	Iteration 1F: 3 clusters Score -7926593 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29779 members 
Mstep: Class 2 contains 32527 members 
Entering Unmasked Estep 
Score: -7927390.500000 Penalty: 3285.448486
	Iteration 2Q: 3 clusters Score -7927390 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29078 members 
Mstep: Class 2 contains 33228 members 
Entering Unmasked Estep 
Score: -7928367.000000 Penalty: 3285.448486
	Iteration 3Q: 3 clusters Score -7928367 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28143 members 
Mstep: Class 2 contains 34163 members 
Entering Unmasked Estep 
Score: -7929419.500000 Penalty: 3285.448486
	Iteration 4Q: 3 clusters Score -7929420 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26908 members 
Mstep: Class 2 contains 35398 members 
Entering Unmasked Estep 
Score: -7930844.500000 Penalty: 3285.448486
	Iteration 5Q: 3 clusters Score -7930844 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25257 members 
Mstep: Class 2 contains 37049 members 
Entering Unmasked Estep 
Score: -7932561.000000 Penalty: 3285.448486
	Iteration 6F: 3 clusters Score -7932561 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23095 members 
Mstep: Class 2 contains 39211 members 
Entering Unmasked Estep 
Score: -7934528.500000 Penalty: 3285.448486
	Iteration 7F: 3 clusters Score -7934528 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 41873 members 
Entering Unmasked Estep 
Score: -7936684.000000 Penalty: 3285.448486
	Iteration 8F: 3 clusters Score -7936684 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 44666 members 
Entering Unmasked Estep 
Score: -7938805.000000 Penalty: 3285.448486
	Iteration 9F: 3 clusters Score -7938805 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 47393 members 
Entering Unmasked Estep 
Score: -7940735.000000 Penalty: 3285.448486
	Iteration 10F: 3 clusters Score -7940735 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 49812 members 
Entering Unmasked Estep 
Score: -7942306.000000 Penalty: 3285.448486
	Iteration 11Q: 3 clusters Score -7942306 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 51810 members 
Entering Unmasked Estep 
Score: -7943530.500000 Penalty: 3285.448486
	Iteration 12Q: 3 clusters Score -7943530 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 53392 members 
Entering Unmasked Estep 
Score: -7944519.500000 Penalty: 3285.448486
	Iteration 13Q: 3 clusters Score -7944520 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 54611 members 
Entering Unmasked Estep 
Score: -7945270.500000 Penalty: 3285.448486
	Iteration 14Q: 3 clusters Score -7945270 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 55568 members 
Entering Unmasked Estep 
Score: -7945890.000000 Penalty: 3285.448486
	Iteration 15Q: 3 clusters Score -7945890 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 56249 members 
Entering Unmasked Estep 
Score: -7946405.500000 Penalty: 3285.448486
	Iteration 16Q: 3 clusters Score -7946406 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 56781 members 
Entering Unmasked Estep 
Score: -7946779.500000 Penalty: 3285.448486
	Iteration 17Q: 3 clusters Score -7946780 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 57195 members 
Entering Unmasked Estep 
Score: -7947096.000000 Penalty: 3285.448486
	Iteration 18Q: 3 clusters Score -7947096 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 57507 members 
Entering Unmasked Estep 
Score: -7947321.500000 Penalty: 3285.448486
	Iteration 19Q: 3 clusters Score -7947322 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 57735 members 
Entering Unmasked Estep 
Score: -7947463.000000 Penalty: 3285.448486
	Iteration 20F: 3 clusters Score -7947463 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 57911 members 
Entering Unmasked Estep 
Score: -7947569.000000 Penalty: 3285.448486
	Iteration 21Q: 3 clusters Score -7947569 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 58058 members 
Entering Unmasked Estep 
Score: -7947627.000000 Penalty: 3285.448486
	Iteration 22Q: 3 clusters Score -7947627 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 58199 members 
Entering Unmasked Estep 
Score: -7947693.000000 Penalty: 3285.448486
	Iteration 23Q: 3 clusters Score -7947693 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 58305 members 
Entering Unmasked Estep 
Score: -7947745.000000 Penalty: 3285.448486
	Iteration 24Q: 3 clusters Score -7947745 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 58408 members 
Entering Unmasked Estep 
Score: -7947755.500000 Penalty: 3285.448486
	Iteration 25Q: 3 clusters Score -7947756 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 58499 members 
Entering Unmasked Estep 
Score: -7947781.500000 Penalty: 3285.448486
	Iteration 26Q: 3 clusters Score -7947782 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 58569 members 
Entering Unmasked Estep 
Score: -7947776.000000 Penalty: 3285.448486
	Iteration 27Q: 3 clusters Score -7947776 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 58633 members 
Entering Unmasked Estep 
Score: -7947815.500000 Penalty: 3285.448486
	Iteration 28Q: 3 clusters Score -7947816 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 58703 members 
Entering Unmasked Estep 
Score: -7947837.000000 Penalty: 3285.448486
	Iteration 29Q: 3 clusters Score -7947837 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 58760 members 
Entering Unmasked Estep 
Score: -7947854.500000 Penalty: 3285.448486
	Iteration 30Q: 3 clusters Score -7947854 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 58812 members 
Entering Unmasked Estep 
Score: -7947865.000000 Penalty: 3285.448486
	Iteration 31Q: 3 clusters Score -7947865 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 58869 members 
Entering Unmasked Estep 
Score: -7947869.500000 Penalty: 3285.448486
	Iteration 32Q: 3 clusters Score -7947870 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 58917 members 
Entering Unmasked Estep 
Score: -7947876.500000 Penalty: 3285.448486
	Iteration 33Q: 3 clusters Score -7947876 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 58965 members 
Entering Unmasked Estep 
Score: -7947886.500000 Penalty: 3285.448486
	Iteration 34Q: 3 clusters Score -7947886 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 58997 members 
Entering Unmasked Estep 
Score: -7947892.500000 Penalty: 3285.448486
	Iteration 35Q: 3 clusters Score -7947892 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 59033 members 
Entering Unmasked Estep 
Score: -7947902.500000 Penalty: 3285.448486
	Iteration 36Q: 3 clusters Score -7947902 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 59061 members 
Entering Unmasked Estep 
Score: -7947910.000000 Penalty: 3285.448486
	Iteration 37Q: 3 clusters Score -7947910 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 59093 members 
Entering Unmasked Estep 
Score: -7947927.500000 Penalty: 3285.448486
	Iteration 38Q: 3 clusters Score -7947928 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 59126 members 
Entering Unmasked Estep 
Score: -7947919.500000 Penalty: 3285.448486
	Iteration 39Q: 3 clusters Score -7947920 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 59154 members 
Entering Unmasked Estep 
Score: -7947929.500000 Penalty: 3285.448486
	Iteration 40F: 3 clusters Score -7947930 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 59175 members 
Entering Unmasked Estep 
Score: -7947931.000000 Penalty: 3285.448486
	Iteration 41Q: 3 clusters Score -7947931 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 59194 members 
Entering Unmasked Estep 
Score: -7947947.500000 Penalty: 3285.448486
	Iteration 42Q: 3 clusters Score -7947948 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 59214 members 
Entering Unmasked Estep 
Score: -7947951.000000 Penalty: 3285.448486
	Iteration 43Q: 3 clusters Score -7947951 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 59234 members 
Entering Unmasked Estep 
Score: -7947947.000000 Penalty: 3285.448486
	Iteration 44Q: 3 clusters Score -7947947 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 59249 members 
Entering Unmasked Estep 
Score: -7947958.500000 Penalty: 3285.448486
	Iteration 45Q: 3 clusters Score -7947958 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 59264 members 
Entering Unmasked Estep 
Score: -7947964.000000 Penalty: 3285.448486
	Iteration 46Q: 3 clusters Score -7947964 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 59274 members 
Entering Unmasked Estep 
Score: -7947961.500000 Penalty: 3285.448486
	Iteration 47Q: 3 clusters Score -7947962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 59283 members 
Entering Unmasked Estep 
Score: -7947958.000000 Penalty: 3285.448486
	Iteration 48Q: 3 clusters Score -7947958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 59290 members 
Entering Unmasked Estep 
Score: -7947962.000000 Penalty: 3285.448486
	Iteration 49Q: 3 clusters Score -7947962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 59300 members 
Entering Unmasked Estep 
Score: -7947967.000000 Penalty: 3285.448486
	Iteration 50Q: 3 clusters Score -7947967 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 59313 members 
Entering Unmasked Estep 
Score: -7947964.000000 Penalty: 3285.448486
	Iteration 51Q: 3 clusters Score -7947964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 59319 members 
Entering Unmasked Estep 
Score: -7947965.500000 Penalty: 3285.448486
	Iteration 52Q: 3 clusters Score -7947966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 59326 members 
Entering Unmasked Estep 
Score: -7947963.500000 Penalty: 3285.448486
	Iteration 53Q: 3 clusters Score -7947964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 59328 members 
Entering Unmasked Estep 
Score: -7947967.500000 Penalty: 3285.448486
	Iteration 54Q: 3 clusters Score -7947968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 59331 members 
Entering Unmasked Estep 
Score: -7947965.500000 Penalty: 3285.448486
	Iteration 55Q: 3 clusters Score -7947966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 59331 members 
Entering Unmasked Estep 
Score: -7947971.000000 Penalty: 3285.448486
	Iteration 56Q: 3 clusters Score -7947971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 59331 members 
Entering Unmasked Estep 
Score: -7947971.000000 Penalty: 3285.448486
	Iteration 57F: 3 clusters Score -7947971 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Entering Unmasked Estep 
Score: -32535.533203 Penalty: 897.366028
	Iteration 0F: 2 clusters Score -32535.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -31735.812500 Penalty: 1794.732056
	Iteration 0F: 3 clusters Score -31735.81 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -32074.238281 Penalty: 1794.732056
	Iteration 1F: 3 clusters Score -32074.24 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -32268.082031 Penalty: 1794.732056
	Iteration 2F: 3 clusters Score -32268.08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -32403.910156 Penalty: 1794.732056
	Iteration 3Q: 3 clusters Score -32403.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -32539.867188 Penalty: 1794.732056
	Iteration 4Q: 3 clusters Score -32539.87 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -32648.130859 Penalty: 1794.732056
	Iteration 5Q: 3 clusters Score -32648.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -32691.044922 Penalty: 1794.732056
	Iteration 6Q: 3 clusters Score -32691.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -32737.994141 Penalty: 1794.732056
	Iteration 7Q: 3 clusters Score -32737.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -32784.585938 Penalty: 1794.732056
	Iteration 8Q: 3 clusters Score -32784.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -32823.156250 Penalty: 1794.732056
	Iteration 9Q: 3 clusters Score -32823.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -32829.453125 Penalty: 1794.732056
	Iteration 10Q: 3 clusters Score -32829.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -32840.082031 Penalty: 1794.732056
	Iteration 11Q: 3 clusters Score -32840.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -32847.140625 Penalty: 1794.732056
	Iteration 12Q: 3 clusters Score -32847.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -32856.593750 Penalty: 1794.732056
	Iteration 13Q: 3 clusters Score -32856.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -32886.386719 Penalty: 1794.732056
	Iteration 14Q: 3 clusters Score -32886.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -32896.800781 Penalty: 1794.732056
	Iteration 15Q: 3 clusters Score -32896.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -32899.214844 Penalty: 1794.732056
	Iteration 16F: 3 clusters Score -32899.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -32908.351562 Penalty: 1794.732056
	Iteration 17Q: 3 clusters Score -32908.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -32919.648438 Penalty: 1794.732056
	Iteration 18Q: 3 clusters Score -32919.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -32926.933594 Penalty: 1794.732056
	Iteration 19Q: 3 clusters Score -32926.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -32931.421875 Penalty: 1794.732056
	Iteration 20F: 3 clusters Score -32931.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 11978 members 
Mstep: Class 3 contains 1718 members 
Mstep: Class 4 contains 40118 members 
Mstep: Class 5 contains 10098 members 
Mstep: Class 6 contains 38319 members 
Mstep: Class 7 contains 31587 members 
Mstep: Class 8 contains 4133 members 
Mstep: Class 9 contains 6914 members 
Mstep: Class 10 contains 8639 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 21778 members 
Mstep: Class 13 contains 15070 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 3871 members 
Mstep: Class 17 contains 51329 members 
Mstep: Class 18 contains 36472 members 
Mstep: Class 19 contains 21961 members 
Mstep: Class 20 contains 7184 members 
Mstep: Class 21 contains 19728 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35696 members 
Mstep: Class 25 contains 13862 members 
Mstep: Class 26 contains 5727 members 
Mstep: Class 27 contains 52389 members 
Mstep: Class 28 contains 11143 members 
Mstep: Class 29 contains 67414 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16043 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 62306 members 
Mstep: Class 37 contains 216 members 
Mstep: Class 38 contains 9143 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20716 members 
Mstep: Class 42 contains 8784 members 
Mstep: Class 43 contains 255 members 
Mstep: Class 44 contains 200 members 
Entering Unmasked Estep 
Score: -80995600.000000 Penalty: 87800.648438
Splitting cluster 37 changes total score from -80996096.000000 to -80995600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (9143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Entering Unmasked Estep 
Score: -1160360.750000 Penalty: 1357.166748
	Iteration 0F: 2 clusters Score -1160361 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1154134.750000 Penalty: 2714.333496
	Iteration 0F: 3 clusters Score -1154135 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1156110.750000 Penalty: 2714.333496
	Iteration 1F: 3 clusters Score -1156111 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1156375.750000 Penalty: 2714.333496
	Iteration 2F: 3 clusters Score -1156376 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1156537.250000 Penalty: 2714.333496
	Iteration 3Q: 3 clusters Score -1156537 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1156645.750000 Penalty: 2714.333496
	Iteration 4Q: 3 clusters Score -1156646 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1156733.000000 Penalty: 2714.333496
	Iteration 5Q: 3 clusters Score -1156733 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1156811.500000 Penalty: 2714.333496
	Iteration 6Q: 3 clusters Score -1156812 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1156897.750000 Penalty: 2714.333496
	Iteration 7Q: 3 clusters Score -1156898 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1157003.500000 Penalty: 2714.333496
	Iteration 8Q: 3 clusters Score -1157004 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1157111.750000 Penalty: 2714.333496
	Iteration 9Q: 3 clusters Score -1157112 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1157234.000000 Penalty: 2714.333496
	Iteration 10Q: 3 clusters Score -1157234 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1157350.125000 Penalty: 2714.333496
	Iteration 11Q: 3 clusters Score -1157350 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1157459.625000 Penalty: 2714.333496
	Iteration 12Q: 3 clusters Score -1157460 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1157599.125000 Penalty: 2714.333496
	Iteration 13Q: 3 clusters Score -1157599 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1157734.500000 Penalty: 2714.333496
	Iteration 14Q: 3 clusters Score -1157734 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1157873.875000 Penalty: 2714.333496
	Iteration 15Q: 3 clusters Score -1157874 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1158000.625000 Penalty: 2714.333496
	Iteration 16Q: 3 clusters Score -1158001 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1158128.875000 Penalty: 2714.333496
	Iteration 17Q: 3 clusters Score -1158129 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1158274.750000 Penalty: 2714.333496
	Iteration 18Q: 3 clusters Score -1158275 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1158400.875000 Penalty: 2714.333496
	Iteration 19Q: 3 clusters Score -1158401 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1158503.875000 Penalty: 2714.333496
	Iteration 20F: 3 clusters Score -1158504 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1158585.125000 Penalty: 2714.333496
	Iteration 21Q: 3 clusters Score -1158585 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1158653.250000 Penalty: 2714.333496
	Iteration 22Q: 3 clusters Score -1158653 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1158703.750000 Penalty: 2714.333496
	Iteration 23Q: 3 clusters Score -1158704 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1158736.125000 Penalty: 2714.333496
	Iteration 24Q: 3 clusters Score -1158736 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1158759.375000 Penalty: 2714.333496
	Iteration 25Q: 3 clusters Score -1158759 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1158774.875000 Penalty: 2714.333496
	Iteration 26Q: 3 clusters Score -1158775 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1158779.750000 Penalty: 2714.333496
	Iteration 27Q: 3 clusters Score -1158780 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1158781.000000 Penalty: 2714.333496
	Iteration 28Q: 3 clusters Score -1158781 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1158788.500000 Penalty: 2714.333496
	Iteration 29Q: 3 clusters Score -1158788 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1158794.750000 Penalty: 2714.333496
	Iteration 30Q: 3 clusters Score -1158795 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1158795.875000 Penalty: 2714.333496
	Iteration 31Q: 3 clusters Score -1158796 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1158801.125000 Penalty: 2714.333496
	Iteration 32Q: 3 clusters Score -1158801 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1158803.750000 Penalty: 2714.333496
	Iteration 33Q: 3 clusters Score -1158804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1158807.500000 Penalty: 2714.333496
	Iteration 34Q: 3 clusters Score -1158808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1158809.875000 Penalty: 2714.333496
	Iteration 35Q: 3 clusters Score -1158810 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1158813.250000 Penalty: 2714.333496
	Iteration 36Q: 3 clusters Score -1158813 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1158818.000000 Penalty: 2714.333496
	Iteration 37Q: 3 clusters Score -1158818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1158819.000000 Penalty: 2714.333496
	Iteration 38Q: 3 clusters Score -1158819 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1158823.000000 Penalty: 2714.333496
	Iteration 39Q: 3 clusters Score -1158823 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1158828.375000 Penalty: 2714.333496
	Iteration 40F: 3 clusters Score -1158828 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1158833.000000 Penalty: 2714.333496
	Iteration 41Q: 3 clusters Score -1158833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1158834.500000 Penalty: 2714.333496
	Iteration 42Q: 3 clusters Score -1158834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1158834.500000 Penalty: 2714.333496
	Iteration 43Q: 3 clusters Score -1158834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1158834.250000 Penalty: 2714.333496
	Iteration 44Q: 3 clusters Score -1158834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1158836.375000 Penalty: 2714.333496
	Iteration 45Q: 3 clusters Score -1158836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1158837.375000 Penalty: 2714.333496
	Iteration 46Q: 3 clusters Score -1158837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1158840.000000 Penalty: 2714.333496
	Iteration 47Q: 3 clusters Score -1158840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1158838.875000 Penalty: 2714.333496
	Iteration 48Q: 3 clusters Score -1158839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1158838.500000 Penalty: 2714.333496
	Iteration 49Q: 3 clusters Score -1158838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1158838.500000 Penalty: 2714.333496
	Iteration 50F: 3 clusters Score -1158838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Entering Unmasked Estep 
Score: -26578.460938 Penalty: 847.227356
	Iteration 0F: 2 clusters Score -26578.46 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 143 members 
Entering Unmasked Estep 
Score: -25893.283203 Penalty: 1694.454712
	Iteration 0F: 3 clusters Score -25893.28 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -25990.798828 Penalty: 1694.454712
	Iteration 1F: 3 clusters Score -25990.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -26042.640625 Penalty: 1694.454712
	Iteration 2Q: 3 clusters Score -26042.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -26058.773438 Penalty: 1694.454712
	Iteration 3Q: 3 clusters Score -26058.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -26066.417969 Penalty: 1694.454712
	Iteration 4Q: 3 clusters Score -26066.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -26070.263672 Penalty: 1694.454712
	Iteration 5Q: 3 clusters Score -26070.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -26070.263672 Penalty: 1694.454712
	Iteration 6F: 3 clusters Score -26070.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Entering Unmasked Estep 
Score: -18713.841797 Penalty: 830.824219
	Iteration 0F: 2 clusters Score -18713.84 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 139 members 
Entering Unmasked Estep 
Score: -18090.740234 Penalty: 1661.648438
	Iteration 0F: 3 clusters Score -18090.74 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -18282.386719 Penalty: 1661.648438
	Iteration 1F: 3 clusters Score -18282.39 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -18431.373047 Penalty: 1661.648438
	Iteration 2F: 3 clusters Score -18431.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -18480.876953 Penalty: 1661.648438
	Iteration 3Q: 3 clusters Score -18480.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -18511.298828 Penalty: 1661.648438
	Iteration 4Q: 3 clusters Score -18511.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -18520.509766 Penalty: 1661.648438
	Iteration 5Q: 3 clusters Score -18520.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -18534.683594 Penalty: 1661.648438
	Iteration 6Q: 3 clusters Score -18534.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -18545.269531 Penalty: 1661.648438
	Iteration 7Q: 3 clusters Score -18545.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -18545.269531 Penalty: 1661.648438
	Iteration 8F: 3 clusters Score -18545.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (20716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Entering Unmasked Estep 
Score: -2611609.250000 Penalty: 1478.872925
	Iteration 0F: 2 clusters Score -2611609 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -2598151.250000 Penalty: 2957.745850
	Iteration 0F: 3 clusters Score -2598151 nChanged 9049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -2603113.250000 Penalty: 2957.745850
	Iteration 1F: 3 clusters Score -2603113 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -2603497.750000 Penalty: 2957.745850
	Iteration 2F: 3 clusters Score -2603498 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -2603802.750000 Penalty: 2957.745850
	Iteration 3Q: 3 clusters Score -2603803 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -2604041.750000 Penalty: 2957.745850
	Iteration 4Q: 3 clusters Score -2604042 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -2604235.750000 Penalty: 2957.745850
	Iteration 5Q: 3 clusters Score -2604236 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -2604425.500000 Penalty: 2957.745850
	Iteration 6Q: 3 clusters Score -2604426 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -2604638.000000 Penalty: 2957.745850
	Iteration 7Q: 3 clusters Score -2604638 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -2604884.000000 Penalty: 2957.745850
	Iteration 8Q: 3 clusters Score -2604884 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -2605178.000000 Penalty: 2957.745850
	Iteration 9Q: 3 clusters Score -2605178 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -2605563.750000 Penalty: 2957.745850
	Iteration 10Q: 3 clusters Score -2605564 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -2606055.750000 Penalty: 2957.745850
	Iteration 11Q: 3 clusters Score -2606056 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -2606656.500000 Penalty: 2957.745850
	Iteration 12Q: 3 clusters Score -2606656 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -2607364.250000 Penalty: 2957.745850
	Iteration 13Q: 3 clusters Score -2607364 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -2608163.250000 Penalty: 2957.745850
	Iteration 14Q: 3 clusters Score -2608163 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -2608853.500000 Penalty: 2957.745850
	Iteration 15Q: 3 clusters Score -2608854 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -2609426.250000 Penalty: 2957.745850
	Iteration 16Q: 3 clusters Score -2609426 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -2609851.500000 Penalty: 2957.745850
	Iteration 17Q: 3 clusters Score -2609852 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -2610108.250000 Penalty: 2957.745850
	Iteration 18Q: 3 clusters Score -2610108 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -2610264.750000 Penalty: 2957.745850
	Iteration 19Q: 3 clusters Score -2610265 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 19920 members 
Entering Unmasked Estep 
Score: -2610357.750000 Penalty: 2957.745850
	Iteration 20F: 3 clusters Score -2610358 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -2610403.500000 Penalty: 2957.745850
	Iteration 21Q: 3 clusters Score -2610404 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 20016 members 
Entering Unmasked Estep 
Score: -2610427.500000 Penalty: 2957.745850
	Iteration 22Q: 3 clusters Score -2610428 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -2610456.750000 Penalty: 2957.745850
	Iteration 23Q: 3 clusters Score -2610457 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 20074 members 
Entering Unmasked Estep 
Score: -2610482.750000 Penalty: 2957.745850
	Iteration 24Q: 3 clusters Score -2610483 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -2610507.000000 Penalty: 2957.745850
	Iteration 25Q: 3 clusters Score -2610507 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -2610520.750000 Penalty: 2957.745850
	Iteration 26Q: 3 clusters Score -2610521 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -2610531.250000 Penalty: 2957.745850
	Iteration 27Q: 3 clusters Score -2610531 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 20127 members 
Entering Unmasked Estep 
Score: -2610538.750000 Penalty: 2957.745850
	Iteration 28Q: 3 clusters Score -2610539 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -2610550.750000 Penalty: 2957.745850
	Iteration 29Q: 3 clusters Score -2610551 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -2610555.750000 Penalty: 2957.745850
	Iteration 30Q: 3 clusters Score -2610556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 20156 members 
Entering Unmasked Estep 
Score: -2610571.000000 Penalty: 2957.745850
	Iteration 31Q: 3 clusters Score -2610571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 20160 members 
Entering Unmasked Estep 
Score: -2610577.000000 Penalty: 2957.745850
	Iteration 32Q: 3 clusters Score -2610577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -2610572.000000 Penalty: 2957.745850
	Iteration 33Q: 3 clusters Score -2610572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -2610573.750000 Penalty: 2957.745850
	Iteration 34Q: 3 clusters Score -2610574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -2610577.250000 Penalty: 2957.745850
	Iteration 35Q: 3 clusters Score -2610577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 20166 members 
Entering Unmasked Estep 
Score: -2610578.750000 Penalty: 2957.745850
	Iteration 36Q: 3 clusters Score -2610579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 20166 members 
Entering Unmasked Estep 
Score: -2610580.000000 Penalty: 2957.745850
	Iteration 37Q: 3 clusters Score -2610580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 20168 members 
Entering Unmasked Estep 
Score: -2610582.000000 Penalty: 2957.745850
	Iteration 38Q: 3 clusters Score -2610582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 20174 members 
Entering Unmasked Estep 
Score: -2610585.000000 Penalty: 2957.745850
	Iteration 39Q: 3 clusters Score -2610585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -2610584.750000 Penalty: 2957.745850
	Iteration 40F: 3 clusters Score -2610585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -2610590.250000 Penalty: 2957.745850
	Iteration 41Q: 3 clusters Score -2610590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 20186 members 
Entering Unmasked Estep 
Score: -2610590.500000 Penalty: 2957.745850
	Iteration 42Q: 3 clusters Score -2610590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -2610590.500000 Penalty: 2957.745850
	Iteration 43Q: 3 clusters Score -2610590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -2610591.500000 Penalty: 2957.745850
	Iteration 44Q: 3 clusters Score -2610592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 20187 members 
Entering Unmasked Estep 
Score: -2610593.250000 Penalty: 2957.745850
	Iteration 45Q: 3 clusters Score -2610593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -2610595.500000 Penalty: 2957.745850
	Iteration 46Q: 3 clusters Score -2610596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -2610595.500000 Penalty: 2957.745850
	Iteration 47F: 3 clusters Score -2610596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (8784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Entering Unmasked Estep 
Score: -1113330.375000 Penalty: 1351.206299
	Iteration 0F: 2 clusters Score -1113330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1107261.000000 Penalty: 2702.412598
	Iteration 0F: 3 clusters Score -1107261 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1109215.250000 Penalty: 2702.412598
	Iteration 1F: 3 clusters Score -1109215 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1109456.000000 Penalty: 2702.412598
	Iteration 2F: 3 clusters Score -1109456 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1109648.125000 Penalty: 2702.412598
	Iteration 3F: 3 clusters Score -1109648 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1109788.750000 Penalty: 2702.412598
	Iteration 4Q: 3 clusters Score -1109789 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1109889.375000 Penalty: 2702.412598
	Iteration 5Q: 3 clusters Score -1109889 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1109965.375000 Penalty: 2702.412598
	Iteration 6Q: 3 clusters Score -1109965 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1110033.625000 Penalty: 2702.412598
	Iteration 7Q: 3 clusters Score -1110034 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1110101.375000 Penalty: 2702.412598
	Iteration 8Q: 3 clusters Score -1110101 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1110170.500000 Penalty: 2702.412598
	Iteration 9Q: 3 clusters Score -1110170 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1110253.750000 Penalty: 2702.412598
	Iteration 10Q: 3 clusters Score -1110254 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1110355.875000 Penalty: 2702.412598
	Iteration 11Q: 3 clusters Score -1110356 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1110468.250000 Penalty: 2702.412598
	Iteration 12Q: 3 clusters Score -1110468 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1110579.250000 Penalty: 2702.412598
	Iteration 13Q: 3 clusters Score -1110579 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1110702.375000 Penalty: 2702.412598
	Iteration 14Q: 3 clusters Score -1110702 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1110861.750000 Penalty: 2702.412598
	Iteration 15Q: 3 clusters Score -1110862 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1111052.875000 Penalty: 2702.412598
	Iteration 16Q: 3 clusters Score -1111053 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1111245.500000 Penalty: 2702.412598
	Iteration 17Q: 3 clusters Score -1111246 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1111434.000000 Penalty: 2702.412598
	Iteration 18Q: 3 clusters Score -1111434 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1111616.625000 Penalty: 2702.412598
	Iteration 19Q: 3 clusters Score -1111617 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1111771.875000 Penalty: 2702.412598
	Iteration 20F: 3 clusters Score -1111772 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1111876.875000 Penalty: 2702.412598
	Iteration 21Q: 3 clusters Score -1111877 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1111951.625000 Penalty: 2702.412598
	Iteration 22Q: 3 clusters Score -1111952 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1112003.875000 Penalty: 2702.412598
	Iteration 23Q: 3 clusters Score -1112004 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1112039.250000 Penalty: 2702.412598
	Iteration 24Q: 3 clusters Score -1112039 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1112086.000000 Penalty: 2702.412598
	Iteration 25Q: 3 clusters Score -1112086 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1112125.625000 Penalty: 2702.412598
	Iteration 26Q: 3 clusters Score -1112126 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1112142.500000 Penalty: 2702.412598
	Iteration 27Q: 3 clusters Score -1112142 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1112152.500000 Penalty: 2702.412598
	Iteration 28Q: 3 clusters Score -1112152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1112166.125000 Penalty: 2702.412598
	Iteration 29Q: 3 clusters Score -1112166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1112178.875000 Penalty: 2702.412598
	Iteration 30Q: 3 clusters Score -1112179 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1112189.875000 Penalty: 2702.412598
	Iteration 31Q: 3 clusters Score -1112190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1112205.000000 Penalty: 2702.412598
	Iteration 32Q: 3 clusters Score -1112205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1112209.250000 Penalty: 2702.412598
	Iteration 33Q: 3 clusters Score -1112209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1112210.500000 Penalty: 2702.412598
	Iteration 34Q: 3 clusters Score -1112210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1112217.000000 Penalty: 2702.412598
	Iteration 35Q: 3 clusters Score -1112217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1112223.000000 Penalty: 2702.412598
	Iteration 36Q: 3 clusters Score -1112223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1112224.000000 Penalty: 2702.412598
	Iteration 37Q: 3 clusters Score -1112224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1112229.625000 Penalty: 2702.412598
	Iteration 38Q: 3 clusters Score -1112230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1112234.125000 Penalty: 2702.412598
	Iteration 39Q: 3 clusters Score -1112234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1112235.000000 Penalty: 2702.412598
	Iteration 40F: 3 clusters Score -1112235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 11978 members 
Mstep: Class 3 contains 1718 members 
Mstep: Class 4 contains 40118 members 
Mstep: Class 5 contains 10098 members 
Mstep: Class 6 contains 38319 members 
Mstep: Class 7 contains 31587 members 
Mstep: Class 8 contains 4133 members 
Mstep: Class 9 contains 6914 members 
Mstep: Class 10 contains 8639 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 21778 members 
Mstep: Class 13 contains 15070 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 3871 members 
Mstep: Class 17 contains 51329 members 
Mstep: Class 18 contains 36472 members 
Mstep: Class 19 contains 21961 members 
Mstep: Class 20 contains 7184 members 
Mstep: Class 21 contains 19728 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35696 members 
Mstep: Class 25 contains 13862 members 
Mstep: Class 26 contains 5727 members 
Mstep: Class 27 contains 52389 members 
Mstep: Class 28 contains 11143 members 
Mstep: Class 29 contains 67414 members 
Mstep: Class 30 contains 410 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16043 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 269 members 
Mstep: Class 36 contains 62306 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9143 members 
Mstep: Class 39 contains 297 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20716 members 
Mstep: Class 42 contains 8784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996184.000000 Penalty: 85805.187500
Iteration 372F: 44 clusters Score -8.099618e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 11978 members 
Mstep: Class 3 contains 1718 members 
Mstep: Class 4 contains 40118 members 
Mstep: Class 5 contains 10098 members 
Mstep: Class 6 contains 38319 members 
Mstep: Class 7 contains 31587 members 
Mstep: Class 8 contains 4133 members 
Mstep: Class 9 contains 6914 members 
Mstep: Class 10 contains 8639 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 21778 members 
Mstep: Class 13 contains 15070 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 3871 members 
Mstep: Class 17 contains 51329 members 
Mstep: Class 18 contains 36472 members 
Mstep: Class 19 contains 21961 members 
Mstep: Class 20 contains 7184 members 
Mstep: Class 21 contains 19728 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35696 members 
Mstep: Class 25 contains 13862 members 
Mstep: Class 26 contains 5727 members 
Mstep: Class 27 contains 52389 members 
Mstep: Class 28 contains 11143 members 
Mstep: Class 29 contains 67414 members 
Mstep: Class 30 contains 413 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16043 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 62306 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9143 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20716 members 
Mstep: Class 42 contains 8784 members 
Mstep: Class 43 contains 257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996248.000000 Penalty: 85805.187500
Iteration 373Q: 44 clusters Score -8.099625e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 11978 members 
Mstep: Class 3 contains 1718 members 
Mstep: Class 4 contains 40118 members 
Mstep: Class 5 contains 10098 members 
Mstep: Class 6 contains 38319 members 
Mstep: Class 7 contains 31587 members 
Mstep: Class 8 contains 4133 members 
Mstep: Class 9 contains 6914 members 
Mstep: Class 10 contains 8639 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 21778 members 
Mstep: Class 13 contains 15070 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 3871 members 
Mstep: Class 17 contains 51329 members 
Mstep: Class 18 contains 36472 members 
Mstep: Class 19 contains 21961 members 
Mstep: Class 20 contains 7184 members 
Mstep: Class 21 contains 19728 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35696 members 
Mstep: Class 25 contains 13862 members 
Mstep: Class 26 contains 5727 members 
Mstep: Class 27 contains 52389 members 
Mstep: Class 28 contains 11143 members 
Mstep: Class 29 contains 67414 members 
Mstep: Class 30 contains 413 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16043 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 62306 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9143 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20716 members 
Mstep: Class 42 contains 8784 members 
Mstep: Class 43 contains 257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80996248.000000 Penalty: 85805.187500
Iteration 374F: 44 clusters Score -8.099625e+07 nChanged 0
Entering ConstructFrom: 
Score: -80996248.000000 Penalty: 85805.187500
Entering ConstructFrom: 
Trying to split cluster 1 (9398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Entering Unmasked Estep 
Score: -1190137.500000 Penalty: 1361.260010
	Iteration 0F: 2 clusters Score -1190138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1183789.000000 Penalty: 2722.520020
	Iteration 0F: 3 clusters Score -1183789 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1185787.875000 Penalty: 2722.520020
	Iteration 1F: 3 clusters Score -1185788 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1186041.750000 Penalty: 2722.520020
	Iteration 2F: 3 clusters Score -1186042 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1186226.500000 Penalty: 2722.520020
	Iteration 3Q: 3 clusters Score -1186226 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1186361.125000 Penalty: 2722.520020
	Iteration 4Q: 3 clusters Score -1186361 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1186481.500000 Penalty: 2722.520020
	Iteration 5Q: 3 clusters Score -1186482 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1186567.500000 Penalty: 2722.520020
	Iteration 6Q: 3 clusters Score -1186568 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1186634.375000 Penalty: 2722.520020
	Iteration 7Q: 3 clusters Score -1186634 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1186696.125000 Penalty: 2722.520020
	Iteration 8Q: 3 clusters Score -1186696 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1186747.125000 Penalty: 2722.520020
	Iteration 9Q: 3 clusters Score -1186747 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1186802.375000 Penalty: 2722.520020
	Iteration 10Q: 3 clusters Score -1186802 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1186850.625000 Penalty: 2722.520020
	Iteration 11Q: 3 clusters Score -1186851 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1186899.250000 Penalty: 2722.520020
	Iteration 12Q: 3 clusters Score -1186899 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1186944.375000 Penalty: 2722.520020
	Iteration 13Q: 3 clusters Score -1186944 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1186993.500000 Penalty: 2722.520020
	Iteration 14Q: 3 clusters Score -1186994 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1187041.625000 Penalty: 2722.520020
	Iteration 15Q: 3 clusters Score -1187042 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1187082.750000 Penalty: 2722.520020
	Iteration 16Q: 3 clusters Score -1187083 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1187119.875000 Penalty: 2722.520020
	Iteration 17Q: 3 clusters Score -1187120 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1187162.875000 Penalty: 2722.520020
	Iteration 18Q: 3 clusters Score -1187163 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1187210.500000 Penalty: 2722.520020
	Iteration 19Q: 3 clusters Score -1187210 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1187277.250000 Penalty: 2722.520020
	Iteration 20F: 3 clusters Score -1187277 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1187341.500000 Penalty: 2722.520020
	Iteration 21Q: 3 clusters Score -1187342 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1187412.125000 Penalty: 2722.520020
	Iteration 22Q: 3 clusters Score -1187412 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1187503.500000 Penalty: 2722.520020
	Iteration 23Q: 3 clusters Score -1187504 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1187591.375000 Penalty: 2722.520020
	Iteration 24Q: 3 clusters Score -1187591 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1187693.625000 Penalty: 2722.520020
	Iteration 25Q: 3 clusters Score -1187694 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1187802.625000 Penalty: 2722.520020
	Iteration 26Q: 3 clusters Score -1187803 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1187921.625000 Penalty: 2722.520020
	Iteration 27Q: 3 clusters Score -1187922 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1188063.250000 Penalty: 2722.520020
	Iteration 28Q: 3 clusters Score -1188063 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1188203.500000 Penalty: 2722.520020
	Iteration 29Q: 3 clusters Score -1188204 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1188303.250000 Penalty: 2722.520020
	Iteration 30Q: 3 clusters Score -1188303 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1188395.125000 Penalty: 2722.520020
	Iteration 31Q: 3 clusters Score -1188395 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1188476.875000 Penalty: 2722.520020
	Iteration 32Q: 3 clusters Score -1188477 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1188545.875000 Penalty: 2722.520020
	Iteration 33Q: 3 clusters Score -1188546 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1188602.875000 Penalty: 2722.520020
	Iteration 34Q: 3 clusters Score -1188603 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1188653.125000 Penalty: 2722.520020
	Iteration 35Q: 3 clusters Score -1188653 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1188700.250000 Penalty: 2722.520020
	Iteration 36Q: 3 clusters Score -1188700 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1188740.500000 Penalty: 2722.520020
	Iteration 37Q: 3 clusters Score -1188740 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1188784.250000 Penalty: 2722.520020
	Iteration 38Q: 3 clusters Score -1188784 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1188819.625000 Penalty: 2722.520020
	Iteration 39Q: 3 clusters Score -1188820 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1188840.375000 Penalty: 2722.520020
	Iteration 40F: 3 clusters Score -1188840 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1188862.250000 Penalty: 2722.520020
	Iteration 41Q: 3 clusters Score -1188862 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1188880.375000 Penalty: 2722.520020
	Iteration 42Q: 3 clusters Score -1188880 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1188898.625000 Penalty: 2722.520020
	Iteration 43Q: 3 clusters Score -1188899 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1188906.250000 Penalty: 2722.520020
	Iteration 44Q: 3 clusters Score -1188906 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1188919.500000 Penalty: 2722.520020
	Iteration 45Q: 3 clusters Score -1188920 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1188927.125000 Penalty: 2722.520020
	Iteration 46Q: 3 clusters Score -1188927 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1188934.625000 Penalty: 2722.520020
	Iteration 47Q: 3 clusters Score -1188935 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1188939.250000 Penalty: 2722.520020
	Iteration 48Q: 3 clusters Score -1188939 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1188945.000000 Penalty: 2722.520020
	Iteration 49Q: 3 clusters Score -1188945 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1188949.250000 Penalty: 2722.520020
	Iteration 50Q: 3 clusters Score -1188949 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1188953.250000 Penalty: 2722.520020
	Iteration 51Q: 3 clusters Score -1188953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1188954.625000 Penalty: 2722.520020
	Iteration 52Q: 3 clusters Score -1188955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1188958.875000 Penalty: 2722.520020
	Iteration 53Q: 3 clusters Score -1188959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1188959.750000 Penalty: 2722.520020
	Iteration 54Q: 3 clusters Score -1188960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1188964.000000 Penalty: 2722.520020
	Iteration 55Q: 3 clusters Score -1188964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1188966.500000 Penalty: 2722.520020
	Iteration 56Q: 3 clusters Score -1188966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1188968.750000 Penalty: 2722.520020
	Iteration 57Q: 3 clusters Score -1188969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1188973.625000 Penalty: 2722.520020
	Iteration 58Q: 3 clusters Score -1188974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1188977.500000 Penalty: 2722.520020
	Iteration 59Q: 3 clusters Score -1188978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1188979.625000 Penalty: 2722.520020
	Iteration 60F: 3 clusters Score -1188980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1188980.500000 Penalty: 2722.520020
	Iteration 61Q: 3 clusters Score -1188980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1188982.750000 Penalty: 2722.520020
	Iteration 62Q: 3 clusters Score -1188983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1188987.125000 Penalty: 2722.520020
	Iteration 63Q: 3 clusters Score -1188987 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1188992.875000 Penalty: 2722.520020
	Iteration 64Q: 3 clusters Score -1188993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1188995.250000 Penalty: 2722.520020
	Iteration 65Q: 3 clusters Score -1188995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1188999.250000 Penalty: 2722.520020
	Iteration 66Q: 3 clusters Score -1188999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1189000.750000 Penalty: 2722.520020
	Iteration 67Q: 3 clusters Score -1189001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1189005.125000 Penalty: 2722.520020
	Iteration 68Q: 3 clusters Score -1189005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1189005.750000 Penalty: 2722.520020
	Iteration 69Q: 3 clusters Score -1189006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1189009.625000 Penalty: 2722.520020
	Iteration 70Q: 3 clusters Score -1189010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1189009.375000 Penalty: 2722.520020
	Iteration 71Q: 3 clusters Score -1189009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1189011.875000 Penalty: 2722.520020
	Iteration 72Q: 3 clusters Score -1189012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1189013.500000 Penalty: 2722.520020
	Iteration 73Q: 3 clusters Score -1189014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1189013.000000 Penalty: 2722.520020
	Iteration 74Q: 3 clusters Score -1189013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1189015.000000 Penalty: 2722.520020
	Iteration 75Q: 3 clusters Score -1189015 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1189019.000000 Penalty: 2722.520020
	Iteration 76Q: 3 clusters Score -1189019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1189023.500000 Penalty: 2722.520020
	Iteration 77Q: 3 clusters Score -1189024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1189028.125000 Penalty: 2722.520020
	Iteration 78Q: 3 clusters Score -1189028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1189035.250000 Penalty: 2722.520020
	Iteration 79Q: 3 clusters Score -1189035 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1189044.625000 Penalty: 2722.520020
	Iteration 80F: 3 clusters Score -1189045 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1189049.125000 Penalty: 2722.520020
	Iteration 81Q: 3 clusters Score -1189049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1189055.125000 Penalty: 2722.520020
	Iteration 82Q: 3 clusters Score -1189055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1189056.500000 Penalty: 2722.520020
	Iteration 83Q: 3 clusters Score -1189056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1189056.625000 Penalty: 2722.520020
	Iteration 84Q: 3 clusters Score -1189057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1189056.625000 Penalty: 2722.520020
	Iteration 85F: 3 clusters Score -1189057 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Entering Unmasked Estep 
Score: -1506132.125000 Penalty: 1397.355103
	Iteration 0F: 2 clusters Score -1506132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1498137.250000 Penalty: 2794.710205
	Iteration 0F: 3 clusters Score -1498137 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1500732.625000 Penalty: 2794.710205
	Iteration 1F: 3 clusters Score -1500733 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1501040.375000 Penalty: 2794.710205
	Iteration 2F: 3 clusters Score -1501040 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1501254.875000 Penalty: 2794.710205
	Iteration 3Q: 3 clusters Score -1501255 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1501414.750000 Penalty: 2794.710205
	Iteration 4Q: 3 clusters Score -1501415 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1501528.250000 Penalty: 2794.710205
	Iteration 5Q: 3 clusters Score -1501528 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1501622.375000 Penalty: 2794.710205
	Iteration 6Q: 3 clusters Score -1501622 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1501719.500000 Penalty: 2794.710205
	Iteration 7Q: 3 clusters Score -1501720 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1501839.875000 Penalty: 2794.710205
	Iteration 8Q: 3 clusters Score -1501840 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1501992.500000 Penalty: 2794.710205
	Iteration 9Q: 3 clusters Score -1501992 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1502171.250000 Penalty: 2794.710205
	Iteration 10Q: 3 clusters Score -1502171 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1502383.875000 Penalty: 2794.710205
	Iteration 11Q: 3 clusters Score -1502384 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1502642.875000 Penalty: 2794.710205
	Iteration 12Q: 3 clusters Score -1502643 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1502952.875000 Penalty: 2794.710205
	Iteration 13Q: 3 clusters Score -1502953 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1503316.125000 Penalty: 2794.710205
	Iteration 14Q: 3 clusters Score -1503316 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1503680.875000 Penalty: 2794.710205
	Iteration 15Q: 3 clusters Score -1503681 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -1504040.750000 Penalty: 2794.710205
	Iteration 16Q: 3 clusters Score -1504041 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1504330.625000 Penalty: 2794.710205
	Iteration 17Q: 3 clusters Score -1504331 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -1504546.000000 Penalty: 2794.710205
	Iteration 18Q: 3 clusters Score -1504546 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -1504717.125000 Penalty: 2794.710205
	Iteration 19Q: 3 clusters Score -1504717 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -1504832.375000 Penalty: 2794.710205
	Iteration 20F: 3 clusters Score -1504832 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -1504911.125000 Penalty: 2794.710205
	Iteration 21Q: 3 clusters Score -1504911 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1504955.000000 Penalty: 2794.710205
	Iteration 22Q: 3 clusters Score -1504955 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -1504979.750000 Penalty: 2794.710205
	Iteration 23Q: 3 clusters Score -1504980 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -1505005.375000 Penalty: 2794.710205
	Iteration 24Q: 3 clusters Score -1505005 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -1505018.750000 Penalty: 2794.710205
	Iteration 25Q: 3 clusters Score -1505019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -1505028.000000 Penalty: 2794.710205
	Iteration 26Q: 3 clusters Score -1505028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -1505038.875000 Penalty: 2794.710205
	Iteration 27Q: 3 clusters Score -1505039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -1505046.250000 Penalty: 2794.710205
	Iteration 28Q: 3 clusters Score -1505046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -1505054.500000 Penalty: 2794.710205
	Iteration 29Q: 3 clusters Score -1505054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -1505058.250000 Penalty: 2794.710205
	Iteration 30Q: 3 clusters Score -1505058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -1505058.250000 Penalty: 2794.710205
	Iteration 31Q: 3 clusters Score -1505058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -1505058.000000 Penalty: 2794.710205
	Iteration 32Q: 3 clusters Score -1505058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -1505058.000000 Penalty: 2794.710205
	Iteration 33F: 3 clusters Score -1505058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Entering Unmasked Estep 
Score: -211177.437500 Penalty: 1108.398682
	Iteration 0F: 2 clusters Score -211177.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -209494.000000 Penalty: 2216.797363
	Iteration 0F: 3 clusters Score -209494 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -209914.078125 Penalty: 2216.797363
	Iteration 1F: 3 clusters Score -209914.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -210027.562500 Penalty: 2216.797363
	Iteration 2F: 3 clusters Score -210027.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -210087.687500 Penalty: 2216.797363
	Iteration 3Q: 3 clusters Score -210087.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -210119.796875 Penalty: 2216.797363
	Iteration 4Q: 3 clusters Score -210119.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -210138.859375 Penalty: 2216.797363
	Iteration 5Q: 3 clusters Score -210138.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -210149.125000 Penalty: 2216.797363
	Iteration 6Q: 3 clusters Score -210149.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -210158.750000 Penalty: 2216.797363
	Iteration 7Q: 3 clusters Score -210158.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -210163.578125 Penalty: 2216.797363
	Iteration 8Q: 3 clusters Score -210163.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -210166.437500 Penalty: 2216.797363
	Iteration 9Q: 3 clusters Score -210166.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -210167.187500 Penalty: 2216.797363
	Iteration 10Q: 3 clusters Score -210167.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -210168.203125 Penalty: 2216.797363
	Iteration 11Q: 3 clusters Score -210168.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -210168.203125 Penalty: 2216.797363
	Iteration 12F: 3 clusters Score -210168.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (40118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40118 members 
Entering Unmasked Estep 
Score: -4886328.000000 Penalty: 1577.217651
	Iteration 0F: 2 clusters Score -4886328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 20004 members 
Entering Unmasked Estep 
Score: -4860297.000000 Penalty: 3154.435303
	Iteration 0F: 3 clusters Score -4860297 nChanged 18278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20072 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -4870272.500000 Penalty: 3154.435303
	Iteration 1F: 3 clusters Score -4870272 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -4870756.000000 Penalty: 3154.435303
	Iteration 2Q: 3 clusters Score -4870756 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -4871229.500000 Penalty: 3154.435303
	Iteration 3Q: 3 clusters Score -4871230 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 19938 members 
Entering Unmasked Estep 
Score: -4871599.500000 Penalty: 3154.435303
	Iteration 4Q: 3 clusters Score -4871600 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20259 members 
Mstep: Class 2 contains 19859 members 
Entering Unmasked Estep 
Score: -4871996.500000 Penalty: 3154.435303
	Iteration 5Q: 3 clusters Score -4871996 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 19734 members 
Entering Unmasked Estep 
Score: -4872447.000000 Penalty: 3154.435303
	Iteration 6Q: 3 clusters Score -4872447 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20621 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -4873032.000000 Penalty: 3154.435303
	Iteration 7Q: 3 clusters Score -4873032 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21005 members 
Mstep: Class 2 contains 19113 members 
Entering Unmasked Estep 
Score: -4873763.500000 Penalty: 3154.435303
	Iteration 8Q: 3 clusters Score -4873764 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -4874723.000000 Penalty: 3154.435303
	Iteration 9Q: 3 clusters Score -4874723 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22076 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -4875920.000000 Penalty: 3154.435303
	Iteration 10Q: 3 clusters Score -4875920 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22681 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -4877369.000000 Penalty: 3154.435303
	Iteration 11F: 3 clusters Score -4877369 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23288 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -4878781.500000 Penalty: 3154.435303
	Iteration 12F: 3 clusters Score -4878782 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23785 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -4879946.500000 Penalty: 3154.435303
	Iteration 13Q: 3 clusters Score -4879946 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24139 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -4880667.500000 Penalty: 3154.435303
	Iteration 14Q: 3 clusters Score -4880668 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24411 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -4881039.500000 Penalty: 3154.435303
	Iteration 15Q: 3 clusters Score -4881040 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24643 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -4881266.000000 Penalty: 3154.435303
	Iteration 16Q: 3 clusters Score -4881266 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24839 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -4881407.000000 Penalty: 3154.435303
	Iteration 17Q: 3 clusters Score -4881407 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25037 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -4881517.000000 Penalty: 3154.435303
	Iteration 18Q: 3 clusters Score -4881517 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25270 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -4881599.500000 Penalty: 3154.435303
	Iteration 19Q: 3 clusters Score -4881600 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25504 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -4881706.000000 Penalty: 3154.435303
	Iteration 20F: 3 clusters Score -4881706 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25757 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -4881823.500000 Penalty: 3154.435303
	Iteration 21Q: 3 clusters Score -4881824 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25996 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -4881922.500000 Penalty: 3154.435303
	Iteration 22Q: 3 clusters Score -4881922 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26252 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -4881997.000000 Penalty: 3154.435303
	Iteration 23Q: 3 clusters Score -4881997 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26494 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -4882053.500000 Penalty: 3154.435303
	Iteration 24Q: 3 clusters Score -4882054 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26748 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -4882132.000000 Penalty: 3154.435303
	Iteration 25Q: 3 clusters Score -4882132 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26965 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -4882192.000000 Penalty: 3154.435303
	Iteration 26Q: 3 clusters Score -4882192 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27184 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -4882232.500000 Penalty: 3154.435303
	Iteration 27Q: 3 clusters Score -4882232 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27422 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -4882305.500000 Penalty: 3154.435303
	Iteration 28Q: 3 clusters Score -4882306 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27671 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -4882369.000000 Penalty: 3154.435303
	Iteration 29Q: 3 clusters Score -4882369 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27900 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -4882404.500000 Penalty: 3154.435303
	Iteration 30Q: 3 clusters Score -4882404 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28142 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -4882471.500000 Penalty: 3154.435303
	Iteration 31Q: 3 clusters Score -4882472 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28386 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -4882540.000000 Penalty: 3154.435303
	Iteration 32Q: 3 clusters Score -4882540 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28632 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -4882583.500000 Penalty: 3154.435303
	Iteration 33Q: 3 clusters Score -4882584 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28877 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -4882635.500000 Penalty: 3154.435303
	Iteration 34Q: 3 clusters Score -4882636 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29102 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -4882671.500000 Penalty: 3154.435303
	Iteration 35Q: 3 clusters Score -4882672 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29322 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -4882713.500000 Penalty: 3154.435303
	Iteration 36Q: 3 clusters Score -4882714 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29534 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -4882765.500000 Penalty: 3154.435303
	Iteration 37Q: 3 clusters Score -4882766 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29778 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -4882823.500000 Penalty: 3154.435303
	Iteration 38Q: 3 clusters Score -4882824 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30012 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -4882847.500000 Penalty: 3154.435303
	Iteration 39Q: 3 clusters Score -4882848 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30236 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -4882888.500000 Penalty: 3154.435303
	Iteration 40F: 3 clusters Score -4882888 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30497 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -4882922.500000 Penalty: 3154.435303
	Iteration 41Q: 3 clusters Score -4882922 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30770 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -4882982.500000 Penalty: 3154.435303
	Iteration 42Q: 3 clusters Score -4882982 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31060 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -4883047.500000 Penalty: 3154.435303
	Iteration 43Q: 3 clusters Score -4883048 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31356 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -4883123.500000 Penalty: 3154.435303
	Iteration 44Q: 3 clusters Score -4883124 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31676 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -4883207.000000 Penalty: 3154.435303
	Iteration 45Q: 3 clusters Score -4883207 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31987 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -4883252.000000 Penalty: 3154.435303
	Iteration 46Q: 3 clusters Score -4883252 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32291 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -4883343.000000 Penalty: 3154.435303
	Iteration 47Q: 3 clusters Score -4883343 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32592 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -4883436.500000 Penalty: 3154.435303
	Iteration 48Q: 3 clusters Score -4883436 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32908 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -4883530.000000 Penalty: 3154.435303
	Iteration 49Q: 3 clusters Score -4883530 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33224 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -4883651.000000 Penalty: 3154.435303
	Iteration 50Q: 3 clusters Score -4883651 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33543 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -4883734.000000 Penalty: 3154.435303
	Iteration 51Q: 3 clusters Score -4883734 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33817 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -4883812.500000 Penalty: 3154.435303
	Iteration 52Q: 3 clusters Score -4883812 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34084 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -4883929.000000 Penalty: 3154.435303
	Iteration 53Q: 3 clusters Score -4883929 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34381 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -4884023.500000 Penalty: 3154.435303
	Iteration 54Q: 3 clusters Score -4884024 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34667 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -4884117.000000 Penalty: 3154.435303
	Iteration 55Q: 3 clusters Score -4884117 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34958 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -4884214.000000 Penalty: 3154.435303
	Iteration 56Q: 3 clusters Score -4884214 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35218 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -4884322.500000 Penalty: 3154.435303
	Iteration 57Q: 3 clusters Score -4884322 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35457 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -4884420.500000 Penalty: 3154.435303
	Iteration 58Q: 3 clusters Score -4884420 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35685 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -4884515.500000 Penalty: 3154.435303
	Iteration 59Q: 3 clusters Score -4884516 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35920 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -4884617.000000 Penalty: 3154.435303
	Iteration 60F: 3 clusters Score -4884617 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36145 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -4884708.500000 Penalty: 3154.435303
	Iteration 61Q: 3 clusters Score -4884708 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36353 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -4884788.500000 Penalty: 3154.435303
	Iteration 62Q: 3 clusters Score -4884788 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36544 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -4884865.000000 Penalty: 3154.435303
	Iteration 63Q: 3 clusters Score -4884865 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36733 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -4884938.500000 Penalty: 3154.435303
	Iteration 64Q: 3 clusters Score -4884938 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36911 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -4885021.000000 Penalty: 3154.435303
	Iteration 65Q: 3 clusters Score -4885021 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37073 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -4885080.500000 Penalty: 3154.435303
	Iteration 66Q: 3 clusters Score -4885080 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37217 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -4885129.500000 Penalty: 3154.435303
	Iteration 67Q: 3 clusters Score -4885130 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37348 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -4885212.500000 Penalty: 3154.435303
	Iteration 68Q: 3 clusters Score -4885212 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37471 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -4885246.000000 Penalty: 3154.435303
	Iteration 69Q: 3 clusters Score -4885246 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37560 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -4885268.000000 Penalty: 3154.435303
	Iteration 70Q: 3 clusters Score -4885268 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37644 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -4885315.500000 Penalty: 3154.435303
	Iteration 71Q: 3 clusters Score -4885316 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37722 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -4885324.500000 Penalty: 3154.435303
	Iteration 72Q: 3 clusters Score -4885324 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37792 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -4885344.000000 Penalty: 3154.435303
	Iteration 73Q: 3 clusters Score -4885344 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37854 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -4885369.000000 Penalty: 3154.435303
	Iteration 74Q: 3 clusters Score -4885369 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37912 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -4885382.500000 Penalty: 3154.435303
	Iteration 75Q: 3 clusters Score -4885382 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37961 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -4885402.000000 Penalty: 3154.435303
	Iteration 76Q: 3 clusters Score -4885402 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38006 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -4885404.000000 Penalty: 3154.435303
	Iteration 77Q: 3 clusters Score -4885404 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38049 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -4885423.500000 Penalty: 3154.435303
	Iteration 78Q: 3 clusters Score -4885424 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38085 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -4885446.000000 Penalty: 3154.435303
	Iteration 79Q: 3 clusters Score -4885446 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38119 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -4885456.000000 Penalty: 3154.435303
	Iteration 80F: 3 clusters Score -4885456 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38154 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -4885472.500000 Penalty: 3154.435303
	Iteration 81Q: 3 clusters Score -4885472 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38185 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -4885474.000000 Penalty: 3154.435303
	Iteration 82Q: 3 clusters Score -4885474 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38209 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -4885483.000000 Penalty: 3154.435303
	Iteration 83Q: 3 clusters Score -4885483 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38231 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -4885483.500000 Penalty: 3154.435303
	Iteration 84Q: 3 clusters Score -4885484 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38247 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -4885487.500000 Penalty: 3154.435303
	Iteration 85Q: 3 clusters Score -4885488 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38267 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -4885496.500000 Penalty: 3154.435303
	Iteration 86Q: 3 clusters Score -4885496 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38287 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -4885507.000000 Penalty: 3154.435303
	Iteration 87Q: 3 clusters Score -4885507 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38296 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -4885505.500000 Penalty: 3154.435303
	Iteration 88Q: 3 clusters Score -4885506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38303 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -4885503.500000 Penalty: 3154.435303
	Iteration 89Q: 3 clusters Score -4885504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38309 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -4885509.000000 Penalty: 3154.435303
	Iteration 90Q: 3 clusters Score -4885509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38315 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -4885509.000000 Penalty: 3154.435303
	Iteration 91Q: 3 clusters Score -4885509 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38321 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -4885518.500000 Penalty: 3154.435303
	Iteration 92Q: 3 clusters Score -4885518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38327 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -4885520.500000 Penalty: 3154.435303
	Iteration 93Q: 3 clusters Score -4885520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38332 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -4885523.000000 Penalty: 3154.435303
	Iteration 94Q: 3 clusters Score -4885523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38337 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -4885515.500000 Penalty: 3154.435303
	Iteration 95Q: 3 clusters Score -4885516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38341 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -4885522.000000 Penalty: 3154.435303
	Iteration 96Q: 3 clusters Score -4885522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38344 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -4885521.500000 Penalty: 3154.435303
	Iteration 97Q: 3 clusters Score -4885522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38347 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -4885521.500000 Penalty: 3154.435303
	Iteration 98Q: 3 clusters Score -4885522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38350 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -4885524.500000 Penalty: 3154.435303
	Iteration 99Q: 3 clusters Score -4885524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38352 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -4885520.500000 Penalty: 3154.435303
	Iteration 100F: 3 clusters Score -4885520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38354 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -4885525.000000 Penalty: 3154.435303
	Iteration 101Q: 3 clusters Score -4885525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38353 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -4885523.000000 Penalty: 3154.435303
	Iteration 102Q: 3 clusters Score -4885523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38352 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -4885523.500000 Penalty: 3154.435303
	Iteration 103Q: 3 clusters Score -4885524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38352 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -4885523.500000 Penalty: 3154.435303
	Iteration 104F: 3 clusters Score -4885524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Entering Unmasked Estep 
Score: -1214570.875000 Penalty: 1371.949829
	Iteration 0F: 2 clusters Score -1214571 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1207668.500000 Penalty: 2743.899658
	Iteration 0F: 3 clusters Score -1207668 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1209979.000000 Penalty: 2743.899658
	Iteration 1F: 3 clusters Score -1209979 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1210283.500000 Penalty: 2743.899658
	Iteration 2F: 3 clusters Score -1210284 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1210498.375000 Penalty: 2743.899658
	Iteration 3Q: 3 clusters Score -1210498 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1210679.250000 Penalty: 2743.899658
	Iteration 4Q: 3 clusters Score -1210679 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1210829.500000 Penalty: 2743.899658
	Iteration 5Q: 3 clusters Score -1210830 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1210962.500000 Penalty: 2743.899658
	Iteration 6Q: 3 clusters Score -1210962 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1211092.750000 Penalty: 2743.899658
	Iteration 7Q: 3 clusters Score -1211093 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1211241.625000 Penalty: 2743.899658
	Iteration 8Q: 3 clusters Score -1211242 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1211399.750000 Penalty: 2743.899658
	Iteration 9Q: 3 clusters Score -1211400 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1211538.625000 Penalty: 2743.899658
	Iteration 10Q: 3 clusters Score -1211539 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1211678.375000 Penalty: 2743.899658
	Iteration 11Q: 3 clusters Score -1211678 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1211831.750000 Penalty: 2743.899658
	Iteration 12Q: 3 clusters Score -1211832 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1212005.000000 Penalty: 2743.899658
	Iteration 13Q: 3 clusters Score -1212005 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1212191.125000 Penalty: 2743.899658
	Iteration 14Q: 3 clusters Score -1212191 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1212392.750000 Penalty: 2743.899658
	Iteration 15Q: 3 clusters Score -1212393 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1212564.375000 Penalty: 2743.899658
	Iteration 16Q: 3 clusters Score -1212564 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1212743.625000 Penalty: 2743.899658
	Iteration 17Q: 3 clusters Score -1212744 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1212929.125000 Penalty: 2743.899658
	Iteration 18Q: 3 clusters Score -1212929 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1213109.125000 Penalty: 2743.899658
	Iteration 19Q: 3 clusters Score -1213109 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1213274.250000 Penalty: 2743.899658
	Iteration 20F: 3 clusters Score -1213274 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1213428.250000 Penalty: 2743.899658
	Iteration 21Q: 3 clusters Score -1213428 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1213540.875000 Penalty: 2743.899658
	Iteration 22Q: 3 clusters Score -1213541 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1213605.500000 Penalty: 2743.899658
	Iteration 23Q: 3 clusters Score -1213606 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1213672.000000 Penalty: 2743.899658
	Iteration 24Q: 3 clusters Score -1213672 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1213711.125000 Penalty: 2743.899658
	Iteration 25Q: 3 clusters Score -1213711 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1213751.375000 Penalty: 2743.899658
	Iteration 26Q: 3 clusters Score -1213751 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1213774.125000 Penalty: 2743.899658
	Iteration 27Q: 3 clusters Score -1213774 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1213795.750000 Penalty: 2743.899658
	Iteration 28Q: 3 clusters Score -1213796 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1213819.625000 Penalty: 2743.899658
	Iteration 29Q: 3 clusters Score -1213820 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1213846.000000 Penalty: 2743.899658
	Iteration 30Q: 3 clusters Score -1213846 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1213866.375000 Penalty: 2743.899658
	Iteration 31Q: 3 clusters Score -1213866 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1213882.625000 Penalty: 2743.899658
	Iteration 32Q: 3 clusters Score -1213883 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1213900.375000 Penalty: 2743.899658
	Iteration 33Q: 3 clusters Score -1213900 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1213911.250000 Penalty: 2743.899658
	Iteration 34Q: 3 clusters Score -1213911 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1213917.000000 Penalty: 2743.899658
	Iteration 35Q: 3 clusters Score -1213917 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1213920.250000 Penalty: 2743.899658
	Iteration 36Q: 3 clusters Score -1213920 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1213932.375000 Penalty: 2743.899658
	Iteration 37Q: 3 clusters Score -1213932 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1213942.000000 Penalty: 2743.899658
	Iteration 38Q: 3 clusters Score -1213942 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1213946.000000 Penalty: 2743.899658
	Iteration 39Q: 3 clusters Score -1213946 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1213950.625000 Penalty: 2743.899658
	Iteration 40F: 3 clusters Score -1213951 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1213956.500000 Penalty: 2743.899658
	Iteration 41Q: 3 clusters Score -1213956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1213958.375000 Penalty: 2743.899658
	Iteration 42Q: 3 clusters Score -1213958 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1213959.750000 Penalty: 2743.899658
	Iteration 43Q: 3 clusters Score -1213960 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1213966.750000 Penalty: 2743.899658
	Iteration 44Q: 3 clusters Score -1213967 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1213971.375000 Penalty: 2743.899658
	Iteration 45Q: 3 clusters Score -1213971 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1213976.000000 Penalty: 2743.899658
	Iteration 46Q: 3 clusters Score -1213976 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1213984.250000 Penalty: 2743.899658
	Iteration 47Q: 3 clusters Score -1213984 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1213983.250000 Penalty: 2743.899658
	Iteration 48Q: 3 clusters Score -1213983 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1213989.500000 Penalty: 2743.899658
	Iteration 49Q: 3 clusters Score -1213990 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1214001.875000 Penalty: 2743.899658
	Iteration 50Q: 3 clusters Score -1214002 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1214011.000000 Penalty: 2743.899658
	Iteration 51Q: 3 clusters Score -1214011 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1214015.000000 Penalty: 2743.899658
	Iteration 52Q: 3 clusters Score -1214015 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1214026.250000 Penalty: 2743.899658
	Iteration 53Q: 3 clusters Score -1214026 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1214034.625000 Penalty: 2743.899658
	Iteration 54Q: 3 clusters Score -1214035 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1214042.875000 Penalty: 2743.899658
	Iteration 55Q: 3 clusters Score -1214043 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1214047.375000 Penalty: 2743.899658
	Iteration 56Q: 3 clusters Score -1214047 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1214052.250000 Penalty: 2743.899658
	Iteration 57Q: 3 clusters Score -1214052 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1214053.000000 Penalty: 2743.899658
	Iteration 58Q: 3 clusters Score -1214053 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1214059.750000 Penalty: 2743.899658
	Iteration 59Q: 3 clusters Score -1214060 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1214062.000000 Penalty: 2743.899658
	Iteration 60F: 3 clusters Score -1214062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1214065.875000 Penalty: 2743.899658
	Iteration 61Q: 3 clusters Score -1214066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1214063.625000 Penalty: 2743.899658
	Iteration 62Q: 3 clusters Score -1214064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1214067.250000 Penalty: 2743.899658
	Iteration 63Q: 3 clusters Score -1214067 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1214068.500000 Penalty: 2743.899658
	Iteration 64Q: 3 clusters Score -1214068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1214069.625000 Penalty: 2743.899658
	Iteration 65Q: 3 clusters Score -1214070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1214068.000000 Penalty: 2743.899658
	Iteration 66Q: 3 clusters Score -1214068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1214069.875000 Penalty: 2743.899658
	Iteration 67Q: 3 clusters Score -1214070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1214069.875000 Penalty: 2743.899658
	Iteration 68F: 3 clusters Score -1214070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (38319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38319 members 
Entering Unmasked Estep 
Score: -4719414.500000 Penalty: 1570.390747
	Iteration 0F: 2 clusters Score -4719414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -4694427.500000 Penalty: 3140.781494
	Iteration 0F: 3 clusters Score -4694428 nChanged 17555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 20216 members 
Entering Unmasked Estep 
Score: -4704277.500000 Penalty: 3140.781494
	Iteration 1F: 3 clusters Score -4704278 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -4704949.500000 Penalty: 3140.781494
	Iteration 2Q: 3 clusters Score -4704950 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -4705781.500000 Penalty: 3140.781494
	Iteration 3Q: 3 clusters Score -4705782 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -4706760.000000 Penalty: 3140.781494
	Iteration 4Q: 3 clusters Score -4706760 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 23965 members 
Entering Unmasked Estep 
Score: -4707883.000000 Penalty: 3140.781494
	Iteration 5F: 3 clusters Score -4707883 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 25461 members 
Entering Unmasked Estep 
Score: -4709224.500000 Penalty: 3140.781494
	Iteration 6F: 3 clusters Score -4709224 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 27121 members 
Entering Unmasked Estep 
Score: -4710672.000000 Penalty: 3140.781494
	Iteration 7F: 3 clusters Score -4710672 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 28834 members 
Entering Unmasked Estep 
Score: -4712102.000000 Penalty: 3140.781494
	Iteration 8F: 3 clusters Score -4712102 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 30576 members 
Entering Unmasked Estep 
Score: -4713538.000000 Penalty: 3140.781494
	Iteration 9F: 3 clusters Score -4713538 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 32132 members 
Entering Unmasked Estep 
Score: -4714757.500000 Penalty: 3140.781494
	Iteration 10Q: 3 clusters Score -4714758 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 33436 members 
Entering Unmasked Estep 
Score: -4715747.000000 Penalty: 3140.781494
	Iteration 11Q: 3 clusters Score -4715747 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 34510 members 
Entering Unmasked Estep 
Score: -4716535.500000 Penalty: 3140.781494
	Iteration 12Q: 3 clusters Score -4716536 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 35338 members 
Entering Unmasked Estep 
Score: -4717119.500000 Penalty: 3140.781494
	Iteration 13Q: 3 clusters Score -4717120 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 35931 members 
Entering Unmasked Estep 
Score: -4717527.000000 Penalty: 3140.781494
	Iteration 14Q: 3 clusters Score -4717527 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 36349 members 
Entering Unmasked Estep 
Score: -4717800.500000 Penalty: 3140.781494
	Iteration 15Q: 3 clusters Score -4717800 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 36630 members 
Entering Unmasked Estep 
Score: -4717996.500000 Penalty: 3140.781494
	Iteration 16Q: 3 clusters Score -4717996 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 36820 members 
Entering Unmasked Estep 
Score: -4718129.500000 Penalty: 3140.781494
	Iteration 17Q: 3 clusters Score -4718130 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 36965 members 
Entering Unmasked Estep 
Score: -4718240.500000 Penalty: 3140.781494
	Iteration 18Q: 3 clusters Score -4718240 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 37064 members 
Entering Unmasked Estep 
Score: -4718288.500000 Penalty: 3140.781494
	Iteration 19Q: 3 clusters Score -4718288 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 37122 members 
Entering Unmasked Estep 
Score: -4718322.500000 Penalty: 3140.781494
	Iteration 20F: 3 clusters Score -4718322 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 37165 members 
Entering Unmasked Estep 
Score: -4718350.000000 Penalty: 3140.781494
	Iteration 21Q: 3 clusters Score -4718350 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 37204 members 
Entering Unmasked Estep 
Score: -4718368.500000 Penalty: 3140.781494
	Iteration 22Q: 3 clusters Score -4718368 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 37238 members 
Entering Unmasked Estep 
Score: -4718384.000000 Penalty: 3140.781494
	Iteration 23Q: 3 clusters Score -4718384 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 37255 members 
Entering Unmasked Estep 
Score: -4718387.000000 Penalty: 3140.781494
	Iteration 24Q: 3 clusters Score -4718387 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 37273 members 
Entering Unmasked Estep 
Score: -4718402.500000 Penalty: 3140.781494
	Iteration 25Q: 3 clusters Score -4718402 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 37286 members 
Entering Unmasked Estep 
Score: -4718409.000000 Penalty: 3140.781494
	Iteration 26Q: 3 clusters Score -4718409 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 37299 members 
Entering Unmasked Estep 
Score: -4718408.500000 Penalty: 3140.781494
	Iteration 27Q: 3 clusters Score -4718408 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 37317 members 
Entering Unmasked Estep 
Score: -4718430.000000 Penalty: 3140.781494
	Iteration 28Q: 3 clusters Score -4718430 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 37327 members 
Entering Unmasked Estep 
Score: -4718432.500000 Penalty: 3140.781494
	Iteration 29Q: 3 clusters Score -4718432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 37336 members 
Entering Unmasked Estep 
Score: -4718441.500000 Penalty: 3140.781494
	Iteration 30Q: 3 clusters Score -4718442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 37340 members 
Entering Unmasked Estep 
Score: -4718443.500000 Penalty: 3140.781494
	Iteration 31Q: 3 clusters Score -4718444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 37347 members 
Entering Unmasked Estep 
Score: -4718450.000000 Penalty: 3140.781494
	Iteration 32Q: 3 clusters Score -4718450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 37348 members 
Entering Unmasked Estep 
Score: -4718452.000000 Penalty: 3140.781494
	Iteration 33Q: 3 clusters Score -4718452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 37352 members 
Entering Unmasked Estep 
Score: -4718455.000000 Penalty: 3140.781494
	Iteration 34Q: 3 clusters Score -4718455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 37358 members 
Entering Unmasked Estep 
Score: -4718455.000000 Penalty: 3140.781494
	Iteration 35Q: 3 clusters Score -4718455 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 37362 members 
Entering Unmasked Estep 
Score: -4718456.000000 Penalty: 3140.781494
	Iteration 36Q: 3 clusters Score -4718456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 37367 members 
Entering Unmasked Estep 
Score: -4718455.500000 Penalty: 3140.781494
	Iteration 37Q: 3 clusters Score -4718456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 37371 members 
Entering Unmasked Estep 
Score: -4718454.500000 Penalty: 3140.781494
	Iteration 38Q: 3 clusters Score -4718454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 37377 members 
Entering Unmasked Estep 
Score: -4718464.500000 Penalty: 3140.781494
	Iteration 39Q: 3 clusters Score -4718464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 37378 members 
Entering Unmasked Estep 
Score: -4718467.000000 Penalty: 3140.781494
	Iteration 40F: 3 clusters Score -4718467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 37386 members 
Entering Unmasked Estep 
Score: -4718470.000000 Penalty: 3140.781494
	Iteration 41Q: 3 clusters Score -4718470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 37391 members 
Entering Unmasked Estep 
Score: -4718469.500000 Penalty: 3140.781494
	Iteration 42Q: 3 clusters Score -4718470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 37396 members 
Entering Unmasked Estep 
Score: -4718479.000000 Penalty: 3140.781494
	Iteration 43Q: 3 clusters Score -4718479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 37402 members 
Entering Unmasked Estep 
Score: -4718476.500000 Penalty: 3140.781494
	Iteration 44Q: 3 clusters Score -4718476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 37407 members 
Entering Unmasked Estep 
Score: -4718490.500000 Penalty: 3140.781494
	Iteration 45Q: 3 clusters Score -4718490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 37409 members 
Entering Unmasked Estep 
Score: -4718490.500000 Penalty: 3140.781494
	Iteration 46Q: 3 clusters Score -4718490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 37416 members 
Entering Unmasked Estep 
Score: -4718489.500000 Penalty: 3140.781494
	Iteration 47Q: 3 clusters Score -4718490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 37420 members 
Entering Unmasked Estep 
Score: -4718486.000000 Penalty: 3140.781494
	Iteration 48Q: 3 clusters Score -4718486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 37421 members 
Entering Unmasked Estep 
Score: -4718490.500000 Penalty: 3140.781494
	Iteration 49Q: 3 clusters Score -4718490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 37424 members 
Entering Unmasked Estep 
Score: -4718490.500000 Penalty: 3140.781494
	Iteration 50Q: 3 clusters Score -4718490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 37428 members 
Entering Unmasked Estep 
Score: -4718492.500000 Penalty: 3140.781494
	Iteration 51Q: 3 clusters Score -4718492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 37433 members 
Entering Unmasked Estep 
Score: -4718495.000000 Penalty: 3140.781494
	Iteration 52Q: 3 clusters Score -4718495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 37435 members 
Entering Unmasked Estep 
Score: -4718496.500000 Penalty: 3140.781494
	Iteration 53Q: 3 clusters Score -4718496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 37436 members 
Entering Unmasked Estep 
Score: -4718501.500000 Penalty: 3140.781494
	Iteration 54Q: 3 clusters Score -4718502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 37438 members 
Entering Unmasked Estep 
Score: -4718497.000000 Penalty: 3140.781494
	Iteration 55Q: 3 clusters Score -4718497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 37437 members 
Entering Unmasked Estep 
Score: -4718502.500000 Penalty: 3140.781494
	Iteration 56Q: 3 clusters Score -4718502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 37437 members 
Entering Unmasked Estep 
Score: -4718502.500000 Penalty: 3140.781494
	Iteration 57F: 3 clusters Score -4718502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (31587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31587 members 
Entering Unmasked Estep 
Score: -3691170.500000 Penalty: 1541.642578
	Iteration 0F: 2 clusters Score -3691170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -3670431.500000 Penalty: 3083.285156
	Iteration 0F: 3 clusters Score -3670432 nChanged 14401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -3678436.500000 Penalty: 3083.285156
	Iteration 1F: 3 clusters Score -3678436 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -3679117.000000 Penalty: 3083.285156
	Iteration 2F: 3 clusters Score -3679117 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -3679760.500000 Penalty: 3083.285156
	Iteration 3F: 3 clusters Score -3679760 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -3680462.500000 Penalty: 3083.285156
	Iteration 4Q: 3 clusters Score -3680462 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -3681378.250000 Penalty: 3083.285156
	Iteration 5F: 3 clusters Score -3681378 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 22006 members 
Entering Unmasked Estep 
Score: -3682553.000000 Penalty: 3083.285156
	Iteration 6F: 3 clusters Score -3682553 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 23807 members 
Entering Unmasked Estep 
Score: -3684072.000000 Penalty: 3083.285156
	Iteration 7F: 3 clusters Score -3684072 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 25766 members 
Entering Unmasked Estep 
Score: -3685851.500000 Penalty: 3083.285156
	Iteration 8F: 3 clusters Score -3685852 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 27459 members 
Entering Unmasked Estep 
Score: -3687458.000000 Penalty: 3083.285156
	Iteration 9F: 3 clusters Score -3687458 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 28691 members 
Entering Unmasked Estep 
Score: -3688708.250000 Penalty: 3083.285156
	Iteration 10Q: 3 clusters Score -3688708 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 29446 members 
Entering Unmasked Estep 
Score: -3689469.500000 Penalty: 3083.285156
	Iteration 11Q: 3 clusters Score -3689470 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 29894 members 
Entering Unmasked Estep 
Score: -3689911.000000 Penalty: 3083.285156
	Iteration 12Q: 3 clusters Score -3689911 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 30149 members 
Entering Unmasked Estep 
Score: -3690219.000000 Penalty: 3083.285156
	Iteration 13Q: 3 clusters Score -3690219 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 30289 members 
Entering Unmasked Estep 
Score: -3690420.500000 Penalty: 3083.285156
	Iteration 14Q: 3 clusters Score -3690420 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 30390 members 
Entering Unmasked Estep 
Score: -3690533.250000 Penalty: 3083.285156
	Iteration 15Q: 3 clusters Score -3690533 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 30446 members 
Entering Unmasked Estep 
Score: -3690602.000000 Penalty: 3083.285156
	Iteration 16Q: 3 clusters Score -3690602 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 30483 members 
Entering Unmasked Estep 
Score: -3690650.000000 Penalty: 3083.285156
	Iteration 17Q: 3 clusters Score -3690650 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 30511 members 
Entering Unmasked Estep 
Score: -3690685.500000 Penalty: 3083.285156
	Iteration 18Q: 3 clusters Score -3690686 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 30537 members 
Entering Unmasked Estep 
Score: -3690717.500000 Penalty: 3083.285156
	Iteration 19Q: 3 clusters Score -3690718 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 30560 members 
Entering Unmasked Estep 
Score: -3690760.250000 Penalty: 3083.285156
	Iteration 20F: 3 clusters Score -3690760 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 30581 members 
Entering Unmasked Estep 
Score: -3690830.000000 Penalty: 3083.285156
	Iteration 21Q: 3 clusters Score -3690830 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 30589 members 
Entering Unmasked Estep 
Score: -3690886.750000 Penalty: 3083.285156
	Iteration 22Q: 3 clusters Score -3690887 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 30586 members 
Entering Unmasked Estep 
Score: -3690915.750000 Penalty: 3083.285156
	Iteration 23Q: 3 clusters Score -3690916 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 30580 members 
Entering Unmasked Estep 
Score: -3690939.000000 Penalty: 3083.285156
	Iteration 24Q: 3 clusters Score -3690939 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 30564 members 
Entering Unmasked Estep 
Score: -3690946.500000 Penalty: 3083.285156
	Iteration 25Q: 3 clusters Score -3690946 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 30555 members 
Entering Unmasked Estep 
Score: -3690951.500000 Penalty: 3083.285156
	Iteration 26Q: 3 clusters Score -3690952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 30548 members 
Entering Unmasked Estep 
Score: -3690959.250000 Penalty: 3083.285156
	Iteration 27Q: 3 clusters Score -3690959 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 30545 members 
Entering Unmasked Estep 
Score: -3690966.750000 Penalty: 3083.285156
	Iteration 28Q: 3 clusters Score -3690967 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 30536 members 
Entering Unmasked Estep 
Score: -3690968.500000 Penalty: 3083.285156
	Iteration 29Q: 3 clusters Score -3690968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 30529 members 
Entering Unmasked Estep 
Score: -3690973.000000 Penalty: 3083.285156
	Iteration 30Q: 3 clusters Score -3690973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 30524 members 
Entering Unmasked Estep 
Score: -3690974.000000 Penalty: 3083.285156
	Iteration 31Q: 3 clusters Score -3690974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 30519 members 
Entering Unmasked Estep 
Score: -3690976.000000 Penalty: 3083.285156
	Iteration 32Q: 3 clusters Score -3690976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 30513 members 
Entering Unmasked Estep 
Score: -3690982.000000 Penalty: 3083.285156
	Iteration 33Q: 3 clusters Score -3690982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 30505 members 
Entering Unmasked Estep 
Score: -3690985.500000 Penalty: 3083.285156
	Iteration 34Q: 3 clusters Score -3690986 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 30496 members 
Entering Unmasked Estep 
Score: -3690986.750000 Penalty: 3083.285156
	Iteration 35Q: 3 clusters Score -3690987 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 30488 members 
Entering Unmasked Estep 
Score: -3690992.000000 Penalty: 3083.285156
	Iteration 36Q: 3 clusters Score -3690992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 30477 members 
Entering Unmasked Estep 
Score: -3690998.750000 Penalty: 3083.285156
	Iteration 37Q: 3 clusters Score -3690999 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 30469 members 
Entering Unmasked Estep 
Score: -3691005.500000 Penalty: 3083.285156
	Iteration 38Q: 3 clusters Score -3691006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 30464 members 
Entering Unmasked Estep 
Score: -3691010.500000 Penalty: 3083.285156
	Iteration 39Q: 3 clusters Score -3691010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 30461 members 
Entering Unmasked Estep 
Score: -3691010.000000 Penalty: 3083.285156
	Iteration 40F: 3 clusters Score -3691010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 30460 members 
Entering Unmasked Estep 
Score: -3691009.250000 Penalty: 3083.285156
	Iteration 41Q: 3 clusters Score -3691009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 30461 members 
Entering Unmasked Estep 
Score: -3691012.000000 Penalty: 3083.285156
	Iteration 42Q: 3 clusters Score -3691012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 30462 members 
Entering Unmasked Estep 
Score: -3691007.750000 Penalty: 3083.285156
	Iteration 43Q: 3 clusters Score -3691008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 30462 members 
Entering Unmasked Estep 
Score: -3691007.750000 Penalty: 3083.285156
	Iteration 44F: 3 clusters Score -3691008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Entering Unmasked Estep 
Score: -481735.375000 Penalty: 1239.021729
	Iteration 0F: 2 clusters Score -481735.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -478589.968750 Penalty: 2478.043457
	Iteration 0F: 3 clusters Score -478590 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -479552.937500 Penalty: 2478.043457
	Iteration 1F: 3 clusters Score -479552.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -479827.625000 Penalty: 2478.043457
	Iteration 2F: 3 clusters Score -479827.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -480038.843750 Penalty: 2478.043457
	Iteration 3F: 3 clusters Score -480038.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -480232.000000 Penalty: 2478.043457
	Iteration 4F: 3 clusters Score -480232 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -480398.781250 Penalty: 2478.043457
	Iteration 5Q: 3 clusters Score -480398.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -480529.031250 Penalty: 2478.043457
	Iteration 6Q: 3 clusters Score -480529 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -480641.593750 Penalty: 2478.043457
	Iteration 7Q: 3 clusters Score -480641.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -480741.187500 Penalty: 2478.043457
	Iteration 8Q: 3 clusters Score -480741.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -480832.437500 Penalty: 2478.043457
	Iteration 9Q: 3 clusters Score -480832.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -480924.781250 Penalty: 2478.043457
	Iteration 10Q: 3 clusters Score -480924.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -481011.625000 Penalty: 2478.043457
	Iteration 11Q: 3 clusters Score -481011.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -481083.250000 Penalty: 2478.043457
	Iteration 12Q: 3 clusters Score -481083.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -481143.562500 Penalty: 2478.043457
	Iteration 13Q: 3 clusters Score -481143.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -481186.531250 Penalty: 2478.043457
	Iteration 14Q: 3 clusters Score -481186.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -481231.187500 Penalty: 2478.043457
	Iteration 15Q: 3 clusters Score -481231.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -481267.312500 Penalty: 2478.043457
	Iteration 16Q: 3 clusters Score -481267.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -481287.718750 Penalty: 2478.043457
	Iteration 17Q: 3 clusters Score -481287.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -481306.437500 Penalty: 2478.043457
	Iteration 18Q: 3 clusters Score -481306.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -481316.625000 Penalty: 2478.043457
	Iteration 19Q: 3 clusters Score -481316.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -481327.937500 Penalty: 2478.043457
	Iteration 20F: 3 clusters Score -481327.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -481334.125000 Penalty: 2478.043457
	Iteration 21Q: 3 clusters Score -481334.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -481336.937500 Penalty: 2478.043457
	Iteration 22Q: 3 clusters Score -481336.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -481338.375000 Penalty: 2478.043457
	Iteration 23Q: 3 clusters Score -481338.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -481338.562500 Penalty: 2478.043457
	Iteration 24Q: 3 clusters Score -481338.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -481339.250000 Penalty: 2478.043457
	Iteration 25Q: 3 clusters Score -481339.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -481338.906250 Penalty: 2478.043457
	Iteration 26Q: 3 clusters Score -481338.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -481339.062500 Penalty: 2478.043457
	Iteration 27Q: 3 clusters Score -481339.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -481340.968750 Penalty: 2478.043457
	Iteration 28Q: 3 clusters Score -481341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -481343.968750 Penalty: 2478.043457
	Iteration 29Q: 3 clusters Score -481344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -481346.218750 Penalty: 2478.043457
	Iteration 30Q: 3 clusters Score -481346.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -481346.156250 Penalty: 2478.043457
	Iteration 31Q: 3 clusters Score -481346.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -481346.875000 Penalty: 2478.043457
	Iteration 32Q: 3 clusters Score -481346.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -481347.500000 Penalty: 2478.043457
	Iteration 33Q: 3 clusters Score -481347.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -481348.468750 Penalty: 2478.043457
	Iteration 34Q: 3 clusters Score -481348.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -481348.468750 Penalty: 2478.043457
	Iteration 35F: 3 clusters Score -481348.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Entering Unmasked Estep 
Score: -826117.625000 Penalty: 1315.586060
	Iteration 0F: 2 clusters Score -826117.6 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 3483 members 
Entering Unmasked Estep 
Score: -821341.187500 Penalty: 2631.172119
	Iteration 0F: 3 clusters Score -821341.2 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -822882.875000 Penalty: 2631.172119
	Iteration 1F: 3 clusters Score -822882.9 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -823141.750000 Penalty: 2631.172119
	Iteration 2F: 3 clusters Score -823141.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -823315.312500 Penalty: 2631.172119
	Iteration 3Q: 3 clusters Score -823315.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -823460.375000 Penalty: 2631.172119
	Iteration 4Q: 3 clusters Score -823460.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -823588.437500 Penalty: 2631.172119
	Iteration 5Q: 3 clusters Score -823588.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -823714.312500 Penalty: 2631.172119
	Iteration 6Q: 3 clusters Score -823714.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -823853.312500 Penalty: 2631.172119
	Iteration 7Q: 3 clusters Score -823853.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -823987.562500 Penalty: 2631.172119
	Iteration 8Q: 3 clusters Score -823987.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -824108.625000 Penalty: 2631.172119
	Iteration 9Q: 3 clusters Score -824108.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -824237.750000 Penalty: 2631.172119
	Iteration 10Q: 3 clusters Score -824237.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -824339.000000 Penalty: 2631.172119
	Iteration 11Q: 3 clusters Score -824339 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -824443.875000 Penalty: 2631.172119
	Iteration 12Q: 3 clusters Score -824443.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -824548.562500 Penalty: 2631.172119
	Iteration 13Q: 3 clusters Score -824548.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -824648.000000 Penalty: 2631.172119
	Iteration 14Q: 3 clusters Score -824648 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -824723.937500 Penalty: 2631.172119
	Iteration 15Q: 3 clusters Score -824723.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -824799.062500 Penalty: 2631.172119
	Iteration 16Q: 3 clusters Score -824799.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -824882.437500 Penalty: 2631.172119
	Iteration 17Q: 3 clusters Score -824882.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -824959.500000 Penalty: 2631.172119
	Iteration 18Q: 3 clusters Score -824959.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -825034.125000 Penalty: 2631.172119
	Iteration 19Q: 3 clusters Score -825034.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -825086.187500 Penalty: 2631.172119
	Iteration 20F: 3 clusters Score -825086.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -825119.375000 Penalty: 2631.172119
	Iteration 21Q: 3 clusters Score -825119.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -825148.937500 Penalty: 2631.172119
	Iteration 22Q: 3 clusters Score -825148.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -825173.875000 Penalty: 2631.172119
	Iteration 23Q: 3 clusters Score -825173.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -825200.937500 Penalty: 2631.172119
	Iteration 24Q: 3 clusters Score -825200.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -825233.875000 Penalty: 2631.172119
	Iteration 25Q: 3 clusters Score -825233.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -825254.312500 Penalty: 2631.172119
	Iteration 26Q: 3 clusters Score -825254.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -825267.812500 Penalty: 2631.172119
	Iteration 27Q: 3 clusters Score -825267.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -825293.375000 Penalty: 2631.172119
	Iteration 28Q: 3 clusters Score -825293.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -825308.000000 Penalty: 2631.172119
	Iteration 29Q: 3 clusters Score -825308 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -825317.187500 Penalty: 2631.172119
	Iteration 30Q: 3 clusters Score -825317.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -825324.437500 Penalty: 2631.172119
	Iteration 31Q: 3 clusters Score -825324.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -825330.250000 Penalty: 2631.172119
	Iteration 32Q: 3 clusters Score -825330.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -825335.562500 Penalty: 2631.172119
	Iteration 33Q: 3 clusters Score -825335.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -825339.562500 Penalty: 2631.172119
	Iteration 34Q: 3 clusters Score -825339.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -825344.875000 Penalty: 2631.172119
	Iteration 35Q: 3 clusters Score -825344.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -825350.000000 Penalty: 2631.172119
	Iteration 36Q: 3 clusters Score -825350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -825353.875000 Penalty: 2631.172119
	Iteration 37Q: 3 clusters Score -825353.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -825355.625000 Penalty: 2631.172119
	Iteration 38Q: 3 clusters Score -825355.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -825356.750000 Penalty: 2631.172119
	Iteration 39Q: 3 clusters Score -825356.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -825361.437500 Penalty: 2631.172119
	Iteration 40F: 3 clusters Score -825361.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -825361.500000 Penalty: 2631.172119
	Iteration 41Q: 3 clusters Score -825361.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -825365.937500 Penalty: 2631.172119
	Iteration 42Q: 3 clusters Score -825365.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -825369.250000 Penalty: 2631.172119
	Iteration 43Q: 3 clusters Score -825369.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -825371.125000 Penalty: 2631.172119
	Iteration 44Q: 3 clusters Score -825371.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -825373.000000 Penalty: 2631.172119
	Iteration 45Q: 3 clusters Score -825373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -825377.062500 Penalty: 2631.172119
	Iteration 46Q: 3 clusters Score -825377.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -825377.187500 Penalty: 2631.172119
	Iteration 47Q: 3 clusters Score -825377.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -825378.250000 Penalty: 2631.172119
	Iteration 48Q: 3 clusters Score -825378.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -825379.312500 Penalty: 2631.172119
	Iteration 49Q: 3 clusters Score -825379.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -825379.312500 Penalty: 2631.172119
	Iteration 50Q: 3 clusters Score -825379.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -825378.875000 Penalty: 2631.172119
	Iteration 51Q: 3 clusters Score -825378.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -825378.875000 Penalty: 2631.172119
	Iteration 52Q: 3 clusters Score -825378.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -825378.437500 Penalty: 2631.172119
	Iteration 53Q: 3 clusters Score -825378.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -825378.500000 Penalty: 2631.172119
	Iteration 54Q: 3 clusters Score -825378.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -825378.500000 Penalty: 2631.172119
	Iteration 55F: 3 clusters Score -825378.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Entering Unmasked Estep 
Score: -1042312.250000 Penalty: 1348.729492
	Iteration 0F: 2 clusters Score -1042312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1036421.812500 Penalty: 2697.458984
	Iteration 0F: 3 clusters Score -1036422 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1038285.062500 Penalty: 2697.458984
	Iteration 1F: 3 clusters Score -1038285 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1038553.000000 Penalty: 2697.458984
	Iteration 2F: 3 clusters Score -1038553 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1038738.562500 Penalty: 2697.458984
	Iteration 3F: 3 clusters Score -1038739 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1038879.750000 Penalty: 2697.458984
	Iteration 4Q: 3 clusters Score -1038880 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1038997.687500 Penalty: 2697.458984
	Iteration 5Q: 3 clusters Score -1038998 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1039096.937500 Penalty: 2697.458984
	Iteration 6Q: 3 clusters Score -1039097 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1039190.312500 Penalty: 2697.458984
	Iteration 7Q: 3 clusters Score -1039190 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1039291.500000 Penalty: 2697.458984
	Iteration 8Q: 3 clusters Score -1039292 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1039380.625000 Penalty: 2697.458984
	Iteration 9Q: 3 clusters Score -1039381 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1039478.937500 Penalty: 2697.458984
	Iteration 10Q: 3 clusters Score -1039479 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1039590.562500 Penalty: 2697.458984
	Iteration 11Q: 3 clusters Score -1039591 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1039715.687500 Penalty: 2697.458984
	Iteration 12Q: 3 clusters Score -1039716 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1039851.875000 Penalty: 2697.458984
	Iteration 13Q: 3 clusters Score -1039852 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1039985.187500 Penalty: 2697.458984
	Iteration 14Q: 3 clusters Score -1039985 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1040129.562500 Penalty: 2697.458984
	Iteration 15Q: 3 clusters Score -1040130 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1040272.500000 Penalty: 2697.458984
	Iteration 16Q: 3 clusters Score -1040272 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1040421.437500 Penalty: 2697.458984
	Iteration 17Q: 3 clusters Score -1040421 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1040568.500000 Penalty: 2697.458984
	Iteration 18Q: 3 clusters Score -1040568 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1040695.625000 Penalty: 2697.458984
	Iteration 19Q: 3 clusters Score -1040696 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1040805.187500 Penalty: 2697.458984
	Iteration 20F: 3 clusters Score -1040805 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1040903.187500 Penalty: 2697.458984
	Iteration 21Q: 3 clusters Score -1040903 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1040997.625000 Penalty: 2697.458984
	Iteration 22Q: 3 clusters Score -1040998 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1041088.187500 Penalty: 2697.458984
	Iteration 23Q: 3 clusters Score -1041088 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1041162.375000 Penalty: 2697.458984
	Iteration 24Q: 3 clusters Score -1041162 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1041210.000000 Penalty: 2697.458984
	Iteration 25Q: 3 clusters Score -1041210 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1041266.437500 Penalty: 2697.458984
	Iteration 26Q: 3 clusters Score -1041266 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1041324.437500 Penalty: 2697.458984
	Iteration 27Q: 3 clusters Score -1041324 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1041365.625000 Penalty: 2697.458984
	Iteration 28Q: 3 clusters Score -1041366 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1041392.875000 Penalty: 2697.458984
	Iteration 29Q: 3 clusters Score -1041393 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1041420.125000 Penalty: 2697.458984
	Iteration 30Q: 3 clusters Score -1041420 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1041442.125000 Penalty: 2697.458984
	Iteration 31Q: 3 clusters Score -1041442 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1041472.562500 Penalty: 2697.458984
	Iteration 32Q: 3 clusters Score -1041473 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1041496.125000 Penalty: 2697.458984
	Iteration 33Q: 3 clusters Score -1041496 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1041509.750000 Penalty: 2697.458984
	Iteration 34Q: 3 clusters Score -1041510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1041516.437500 Penalty: 2697.458984
	Iteration 35Q: 3 clusters Score -1041516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1041521.937500 Penalty: 2697.458984
	Iteration 36Q: 3 clusters Score -1041522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1041527.750000 Penalty: 2697.458984
	Iteration 37Q: 3 clusters Score -1041528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1041535.187500 Penalty: 2697.458984
	Iteration 38Q: 3 clusters Score -1041535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1041541.500000 Penalty: 2697.458984
	Iteration 39Q: 3 clusters Score -1041542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1041544.437500 Penalty: 2697.458984
	Iteration 40F: 3 clusters Score -1041544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1041547.750000 Penalty: 2697.458984
	Iteration 41Q: 3 clusters Score -1041548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1041550.937500 Penalty: 2697.458984
	Iteration 42Q: 3 clusters Score -1041551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1041554.625000 Penalty: 2697.458984
	Iteration 43Q: 3 clusters Score -1041555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1041554.687500 Penalty: 2697.458984
	Iteration 44Q: 3 clusters Score -1041555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1041554.687500 Penalty: 2697.458984
	Iteration 45F: 3 clusters Score -1041555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Entering Unmasked Estep 
Score: -562291.125000 Penalty: 1262.641968
	Iteration 0F: 2 clusters Score -562291.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -558752.437500 Penalty: 2525.283936
	Iteration 0F: 3 clusters Score -558752.4 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -559850.250000 Penalty: 2525.283936
	Iteration 1F: 3 clusters Score -559850.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -560123.937500 Penalty: 2525.283936
	Iteration 2F: 3 clusters Score -560123.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -560327.937500 Penalty: 2525.283936
	Iteration 3F: 3 clusters Score -560327.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -560485.562500 Penalty: 2525.283936
	Iteration 4Q: 3 clusters Score -560485.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -560591.125000 Penalty: 2525.283936
	Iteration 5Q: 3 clusters Score -560591.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -560690.812500 Penalty: 2525.283936
	Iteration 6Q: 3 clusters Score -560690.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -560786.937500 Penalty: 2525.283936
	Iteration 7Q: 3 clusters Score -560786.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -560881.812500 Penalty: 2525.283936
	Iteration 8Q: 3 clusters Score -560881.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -560993.625000 Penalty: 2525.283936
	Iteration 9Q: 3 clusters Score -560993.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -561107.125000 Penalty: 2525.283936
	Iteration 10Q: 3 clusters Score -561107.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -561229.250000 Penalty: 2525.283936
	Iteration 11Q: 3 clusters Score -561229.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -561362.562500 Penalty: 2525.283936
	Iteration 12Q: 3 clusters Score -561362.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -561472.875000 Penalty: 2525.283936
	Iteration 13Q: 3 clusters Score -561472.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -561544.125000 Penalty: 2525.283936
	Iteration 14Q: 3 clusters Score -561544.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -561619.437500 Penalty: 2525.283936
	Iteration 15Q: 3 clusters Score -561619.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -561692.437500 Penalty: 2525.283936
	Iteration 16Q: 3 clusters Score -561692.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -561762.687500 Penalty: 2525.283936
	Iteration 17Q: 3 clusters Score -561762.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -561820.187500 Penalty: 2525.283936
	Iteration 18Q: 3 clusters Score -561820.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -561878.625000 Penalty: 2525.283936
	Iteration 19Q: 3 clusters Score -561878.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -561940.375000 Penalty: 2525.283936
	Iteration 20F: 3 clusters Score -561940.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -561990.562500 Penalty: 2525.283936
	Iteration 21Q: 3 clusters Score -561990.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -562028.312500 Penalty: 2525.283936
	Iteration 22Q: 3 clusters Score -562028.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -562063.812500 Penalty: 2525.283936
	Iteration 23Q: 3 clusters Score -562063.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -562089.437500 Penalty: 2525.283936
	Iteration 24Q: 3 clusters Score -562089.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -562103.687500 Penalty: 2525.283936
	Iteration 25Q: 3 clusters Score -562103.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -562113.562500 Penalty: 2525.283936
	Iteration 26Q: 3 clusters Score -562113.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -562123.125000 Penalty: 2525.283936
	Iteration 27Q: 3 clusters Score -562123.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -562128.875000 Penalty: 2525.283936
	Iteration 28Q: 3 clusters Score -562128.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -562134.000000 Penalty: 2525.283936
	Iteration 29Q: 3 clusters Score -562134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -562139.312500 Penalty: 2525.283936
	Iteration 30Q: 3 clusters Score -562139.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -562144.125000 Penalty: 2525.283936
	Iteration 31Q: 3 clusters Score -562144.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -562149.250000 Penalty: 2525.283936
	Iteration 32Q: 3 clusters Score -562149.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -562157.000000 Penalty: 2525.283936
	Iteration 33Q: 3 clusters Score -562157 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -562166.187500 Penalty: 2525.283936
	Iteration 34Q: 3 clusters Score -562166.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -562173.562500 Penalty: 2525.283936
	Iteration 35Q: 3 clusters Score -562173.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -562176.625000 Penalty: 2525.283936
	Iteration 36Q: 3 clusters Score -562176.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -562179.125000 Penalty: 2525.283936
	Iteration 37Q: 3 clusters Score -562179.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -562180.187500 Penalty: 2525.283936
	Iteration 38Q: 3 clusters Score -562180.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -562181.875000 Penalty: 2525.283936
	Iteration 39Q: 3 clusters Score -562181.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -562184.937500 Penalty: 2525.283936
	Iteration 40F: 3 clusters Score -562184.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -562186.062500 Penalty: 2525.283936
	Iteration 41Q: 3 clusters Score -562186.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -562188.937500 Penalty: 2525.283936
	Iteration 42Q: 3 clusters Score -562188.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -562188.750000 Penalty: 2525.283936
	Iteration 43Q: 3 clusters Score -562188.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -562188.187500 Penalty: 2525.283936
	Iteration 44Q: 3 clusters Score -562188.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -562188.750000 Penalty: 2525.283936
	Iteration 45Q: 3 clusters Score -562188.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -562190.062500 Penalty: 2525.283936
	Iteration 46Q: 3 clusters Score -562190.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -562190.937500 Penalty: 2525.283936
	Iteration 47Q: 3 clusters Score -562190.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -562190.937500 Penalty: 2525.283936
	Iteration 48F: 3 clusters Score -562190.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21778 members 
Entering Unmasked Estep 
Score: -2767860.250000 Penalty: 1486.311890
	Iteration 0F: 2 clusters Score -2767860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -2753718.500000 Penalty: 2972.623779
	Iteration 0F: 3 clusters Score -2753718 nChanged 9634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -2758871.500000 Penalty: 2972.623779
	Iteration 1F: 3 clusters Score -2758872 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -2759213.500000 Penalty: 2972.623779
	Iteration 2Q: 3 clusters Score -2759214 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -2759520.750000 Penalty: 2972.623779
	Iteration 3Q: 3 clusters Score -2759521 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -2759783.000000 Penalty: 2972.623779
	Iteration 4Q: 3 clusters Score -2759783 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -2760042.250000 Penalty: 2972.623779
	Iteration 5Q: 3 clusters Score -2760042 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -2760270.750000 Penalty: 2972.623779
	Iteration 6Q: 3 clusters Score -2760271 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -2760489.250000 Penalty: 2972.623779
	Iteration 7Q: 3 clusters Score -2760489 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -2760708.500000 Penalty: 2972.623779
	Iteration 8Q: 3 clusters Score -2760708 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -2760898.500000 Penalty: 2972.623779
	Iteration 9Q: 3 clusters Score -2760898 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -2761095.500000 Penalty: 2972.623779
	Iteration 10Q: 3 clusters Score -2761096 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -2761290.500000 Penalty: 2972.623779
	Iteration 11Q: 3 clusters Score -2761290 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -2761545.000000 Penalty: 2972.623779
	Iteration 12Q: 3 clusters Score -2761545 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -2761803.500000 Penalty: 2972.623779
	Iteration 13Q: 3 clusters Score -2761804 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -2762128.250000 Penalty: 2972.623779
	Iteration 14Q: 3 clusters Score -2762128 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -2762496.750000 Penalty: 2972.623779
	Iteration 15Q: 3 clusters Score -2762497 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -2762886.000000 Penalty: 2972.623779
	Iteration 16Q: 3 clusters Score -2762886 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -2763354.000000 Penalty: 2972.623779
	Iteration 17Q: 3 clusters Score -2763354 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -2763858.750000 Penalty: 2972.623779
	Iteration 18Q: 3 clusters Score -2763859 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -2764318.750000 Penalty: 2972.623779
	Iteration 19Q: 3 clusters Score -2764319 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -2764749.500000 Penalty: 2972.623779
	Iteration 20F: 3 clusters Score -2764750 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -2765067.250000 Penalty: 2972.623779
	Iteration 21Q: 3 clusters Score -2765067 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -2765325.750000 Penalty: 2972.623779
	Iteration 22Q: 3 clusters Score -2765326 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -2765498.250000 Penalty: 2972.623779
	Iteration 23Q: 3 clusters Score -2765498 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -2765648.250000 Penalty: 2972.623779
	Iteration 24Q: 3 clusters Score -2765648 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -2765774.250000 Penalty: 2972.623779
	Iteration 25Q: 3 clusters Score -2765774 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -2765882.500000 Penalty: 2972.623779
	Iteration 26Q: 3 clusters Score -2765882 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -2765965.500000 Penalty: 2972.623779
	Iteration 27Q: 3 clusters Score -2765966 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -2766063.750000 Penalty: 2972.623779
	Iteration 28Q: 3 clusters Score -2766064 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -2766141.500000 Penalty: 2972.623779
	Iteration 29Q: 3 clusters Score -2766142 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -2766218.750000 Penalty: 2972.623779
	Iteration 30Q: 3 clusters Score -2766219 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2766280.000000 Penalty: 2972.623779
	Iteration 31Q: 3 clusters Score -2766280 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2766331.500000 Penalty: 2972.623779
	Iteration 32Q: 3 clusters Score -2766332 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2766374.250000 Penalty: 2972.623779
	Iteration 33Q: 3 clusters Score -2766374 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2766446.500000 Penalty: 2972.623779
	Iteration 34Q: 3 clusters Score -2766446 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20398 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2766495.500000 Penalty: 2972.623779
	Iteration 35Q: 3 clusters Score -2766496 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2766540.750000 Penalty: 2972.623779
	Iteration 36Q: 3 clusters Score -2766541 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -2766579.500000 Penalty: 2972.623779
	Iteration 37Q: 3 clusters Score -2766580 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2766622.750000 Penalty: 2972.623779
	Iteration 38Q: 3 clusters Score -2766623 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2766646.500000 Penalty: 2972.623779
	Iteration 39Q: 3 clusters Score -2766646 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2766667.250000 Penalty: 2972.623779
	Iteration 40F: 3 clusters Score -2766667 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2766693.500000 Penalty: 2972.623779
	Iteration 41Q: 3 clusters Score -2766694 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20806 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2766703.250000 Penalty: 2972.623779
	Iteration 42Q: 3 clusters Score -2766703 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2766720.750000 Penalty: 2972.623779
	Iteration 43Q: 3 clusters Score -2766721 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20869 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2766734.250000 Penalty: 2972.623779
	Iteration 44Q: 3 clusters Score -2766734 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20888 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2766746.000000 Penalty: 2972.623779
	Iteration 45Q: 3 clusters Score -2766746 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2766754.000000 Penalty: 2972.623779
	Iteration 46Q: 3 clusters Score -2766754 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20923 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2766758.750000 Penalty: 2972.623779
	Iteration 47Q: 3 clusters Score -2766759 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2766761.250000 Penalty: 2972.623779
	Iteration 48Q: 3 clusters Score -2766761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2766767.250000 Penalty: 2972.623779
	Iteration 49Q: 3 clusters Score -2766767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20947 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2766767.250000 Penalty: 2972.623779
	Iteration 50Q: 3 clusters Score -2766767 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2766770.500000 Penalty: 2972.623779
	Iteration 51Q: 3 clusters Score -2766770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -2766775.500000 Penalty: 2972.623779
	Iteration 52Q: 3 clusters Score -2766776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2766769.750000 Penalty: 2972.623779
	Iteration 53Q: 3 clusters Score -2766770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20972 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2766774.000000 Penalty: 2972.623779
	Iteration 54Q: 3 clusters Score -2766774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2766773.500000 Penalty: 2972.623779
	Iteration 55Q: 3 clusters Score -2766774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2766774.750000 Penalty: 2972.623779
	Iteration 56Q: 3 clusters Score -2766775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2766776.250000 Penalty: 2972.623779
	Iteration 57Q: 3 clusters Score -2766776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20985 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2766776.000000 Penalty: 2972.623779
	Iteration 58Q: 3 clusters Score -2766776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2766774.500000 Penalty: 2972.623779
	Iteration 59Q: 3 clusters Score -2766774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2766776.250000 Penalty: 2972.623779
	Iteration 60F: 3 clusters Score -2766776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2766782.750000 Penalty: 2972.623779
	Iteration 61Q: 3 clusters Score -2766783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2766786.000000 Penalty: 2972.623779
	Iteration 62Q: 3 clusters Score -2766786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2766788.000000 Penalty: 2972.623779
	Iteration 63Q: 3 clusters Score -2766788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2766791.250000 Penalty: 2972.623779
	Iteration 64Q: 3 clusters Score -2766791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2766797.000000 Penalty: 2972.623779
	Iteration 65Q: 3 clusters Score -2766797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21021 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2766802.750000 Penalty: 2972.623779
	Iteration 66Q: 3 clusters Score -2766803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2766804.500000 Penalty: 2972.623779
	Iteration 67Q: 3 clusters Score -2766804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2766803.500000 Penalty: 2972.623779
	Iteration 68Q: 3 clusters Score -2766804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2766806.250000 Penalty: 2972.623779
	Iteration 69Q: 3 clusters Score -2766806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2766805.500000 Penalty: 2972.623779
	Iteration 70Q: 3 clusters Score -2766806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2766805.500000 Penalty: 2972.623779
	Iteration 71Q: 3 clusters Score -2766806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2766805.500000 Penalty: 2972.623779
	Iteration 72F: 3 clusters Score -2766806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Entering Unmasked Estep 
Score: -1895537.625000 Penalty: 1431.524658
	Iteration 0F: 2 clusters Score -1895538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1885613.625000 Penalty: 2863.049316
	Iteration 0F: 3 clusters Score -1885614 nChanged 6489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1889068.250000 Penalty: 2863.049316
	Iteration 1F: 3 clusters Score -1889068 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1889341.250000 Penalty: 2863.049316
	Iteration 2F: 3 clusters Score -1889341 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1889555.250000 Penalty: 2863.049316
	Iteration 3Q: 3 clusters Score -1889555 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1889715.500000 Penalty: 2863.049316
	Iteration 4Q: 3 clusters Score -1889716 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1889837.125000 Penalty: 2863.049316
	Iteration 5Q: 3 clusters Score -1889837 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1889928.500000 Penalty: 2863.049316
	Iteration 6Q: 3 clusters Score -1889928 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1890011.375000 Penalty: 2863.049316
	Iteration 7Q: 3 clusters Score -1890011 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1890081.000000 Penalty: 2863.049316
	Iteration 8Q: 3 clusters Score -1890081 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1890137.750000 Penalty: 2863.049316
	Iteration 9Q: 3 clusters Score -1890138 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1890180.125000 Penalty: 2863.049316
	Iteration 10Q: 3 clusters Score -1890180 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1890207.375000 Penalty: 2863.049316
	Iteration 11Q: 3 clusters Score -1890207 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1890235.625000 Penalty: 2863.049316
	Iteration 12Q: 3 clusters Score -1890236 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1890262.125000 Penalty: 2863.049316
	Iteration 13Q: 3 clusters Score -1890262 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1890288.125000 Penalty: 2863.049316
	Iteration 14Q: 3 clusters Score -1890288 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1890313.375000 Penalty: 2863.049316
	Iteration 15Q: 3 clusters Score -1890313 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1890345.500000 Penalty: 2863.049316
	Iteration 16Q: 3 clusters Score -1890346 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1890361.250000 Penalty: 2863.049316
	Iteration 17Q: 3 clusters Score -1890361 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1890401.750000 Penalty: 2863.049316
	Iteration 18Q: 3 clusters Score -1890402 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1890420.875000 Penalty: 2863.049316
	Iteration 19Q: 3 clusters Score -1890421 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1890455.750000 Penalty: 2863.049316
	Iteration 20F: 3 clusters Score -1890456 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1890490.125000 Penalty: 2863.049316
	Iteration 21Q: 3 clusters Score -1890490 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1890543.375000 Penalty: 2863.049316
	Iteration 22Q: 3 clusters Score -1890543 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1890602.875000 Penalty: 2863.049316
	Iteration 23Q: 3 clusters Score -1890603 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1890673.500000 Penalty: 2863.049316
	Iteration 24Q: 3 clusters Score -1890674 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1890779.875000 Penalty: 2863.049316
	Iteration 25Q: 3 clusters Score -1890780 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1890939.500000 Penalty: 2863.049316
	Iteration 26Q: 3 clusters Score -1890940 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1891137.625000 Penalty: 2863.049316
	Iteration 27Q: 3 clusters Score -1891138 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -1891434.125000 Penalty: 2863.049316
	Iteration 28Q: 3 clusters Score -1891434 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -1891811.875000 Penalty: 2863.049316
	Iteration 29Q: 3 clusters Score -1891812 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -1892267.625000 Penalty: 2863.049316
	Iteration 30Q: 3 clusters Score -1892268 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -1892778.625000 Penalty: 2863.049316
	Iteration 31Q: 3 clusters Score -1892779 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -1893249.500000 Penalty: 2863.049316
	Iteration 32Q: 3 clusters Score -1893250 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -1893638.000000 Penalty: 2863.049316
	Iteration 33Q: 3 clusters Score -1893638 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -1893905.250000 Penalty: 2863.049316
	Iteration 34Q: 3 clusters Score -1893905 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -1894065.875000 Penalty: 2863.049316
	Iteration 35Q: 3 clusters Score -1894066 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -1894158.000000 Penalty: 2863.049316
	Iteration 36Q: 3 clusters Score -1894158 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -1894217.750000 Penalty: 2863.049316
	Iteration 37Q: 3 clusters Score -1894218 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -1894281.250000 Penalty: 2863.049316
	Iteration 38Q: 3 clusters Score -1894281 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -1894313.625000 Penalty: 2863.049316
	Iteration 39Q: 3 clusters Score -1894314 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -1894341.750000 Penalty: 2863.049316
	Iteration 40F: 3 clusters Score -1894342 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -1894360.250000 Penalty: 2863.049316
	Iteration 41Q: 3 clusters Score -1894360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -1894365.625000 Penalty: 2863.049316
	Iteration 42Q: 3 clusters Score -1894366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -1894373.375000 Penalty: 2863.049316
	Iteration 43Q: 3 clusters Score -1894373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -1894379.375000 Penalty: 2863.049316
	Iteration 44Q: 3 clusters Score -1894379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -1894386.625000 Penalty: 2863.049316
	Iteration 45Q: 3 clusters Score -1894387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -1894392.375000 Penalty: 2863.049316
	Iteration 46Q: 3 clusters Score -1894392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -1894394.875000 Penalty: 2863.049316
	Iteration 47Q: 3 clusters Score -1894395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -1894398.000000 Penalty: 2863.049316
	Iteration 48Q: 3 clusters Score -1894398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -1894398.250000 Penalty: 2863.049316
	Iteration 49Q: 3 clusters Score -1894398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -1894398.500000 Penalty: 2863.049316
	Iteration 50Q: 3 clusters Score -1894398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -1894401.000000 Penalty: 2863.049316
	Iteration 51Q: 3 clusters Score -1894401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -1894404.250000 Penalty: 2863.049316
	Iteration 52Q: 3 clusters Score -1894404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -1894404.125000 Penalty: 2863.049316
	Iteration 53Q: 3 clusters Score -1894404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -1894404.125000 Penalty: 2863.049316
	Iteration 54F: 3 clusters Score -1894404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Entering Unmasked Estep 
Score: -1390107.750000 Penalty: 1390.360718
	Iteration 0F: 2 clusters Score -1390108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1382420.750000 Penalty: 2780.721436
	Iteration 0F: 3 clusters Score -1382421 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1384960.375000 Penalty: 2780.721436
	Iteration 1F: 3 clusters Score -1384960 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1385307.125000 Penalty: 2780.721436
	Iteration 2F: 3 clusters Score -1385307 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1385568.500000 Penalty: 2780.721436
	Iteration 3F: 3 clusters Score -1385568 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1385766.375000 Penalty: 2780.721436
	Iteration 4Q: 3 clusters Score -1385766 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1385946.250000 Penalty: 2780.721436
	Iteration 5Q: 3 clusters Score -1385946 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1386108.625000 Penalty: 2780.721436
	Iteration 6Q: 3 clusters Score -1386109 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1386283.000000 Penalty: 2780.721436
	Iteration 7Q: 3 clusters Score -1386283 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1386433.375000 Penalty: 2780.721436
	Iteration 8Q: 3 clusters Score -1386433 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1386604.375000 Penalty: 2780.721436
	Iteration 9Q: 3 clusters Score -1386604 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1386795.000000 Penalty: 2780.721436
	Iteration 10Q: 3 clusters Score -1386795 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1386973.500000 Penalty: 2780.721436
	Iteration 11Q: 3 clusters Score -1386974 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1387171.500000 Penalty: 2780.721436
	Iteration 12Q: 3 clusters Score -1387172 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1387401.750000 Penalty: 2780.721436
	Iteration 13Q: 3 clusters Score -1387402 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1387652.375000 Penalty: 2780.721436
	Iteration 14Q: 3 clusters Score -1387652 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1387929.125000 Penalty: 2780.721436
	Iteration 15Q: 3 clusters Score -1387929 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1388198.125000 Penalty: 2780.721436
	Iteration 16Q: 3 clusters Score -1388198 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1388448.625000 Penalty: 2780.721436
	Iteration 17Q: 3 clusters Score -1388449 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1388648.625000 Penalty: 2780.721436
	Iteration 18Q: 3 clusters Score -1388649 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1388777.500000 Penalty: 2780.721436
	Iteration 19Q: 3 clusters Score -1388778 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1388880.750000 Penalty: 2780.721436
	Iteration 20F: 3 clusters Score -1388881 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1388973.875000 Penalty: 2780.721436
	Iteration 21Q: 3 clusters Score -1388974 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1389036.125000 Penalty: 2780.721436
	Iteration 22Q: 3 clusters Score -1389036 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1389087.875000 Penalty: 2780.721436
	Iteration 23Q: 3 clusters Score -1389088 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1389154.625000 Penalty: 2780.721436
	Iteration 24Q: 3 clusters Score -1389155 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1389204.500000 Penalty: 2780.721436
	Iteration 25Q: 3 clusters Score -1389204 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1389229.125000 Penalty: 2780.721436
	Iteration 26Q: 3 clusters Score -1389229 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1389242.750000 Penalty: 2780.721436
	Iteration 27Q: 3 clusters Score -1389243 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1389253.625000 Penalty: 2780.721436
	Iteration 28Q: 3 clusters Score -1389254 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1389262.250000 Penalty: 2780.721436
	Iteration 29Q: 3 clusters Score -1389262 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1389275.625000 Penalty: 2780.721436
	Iteration 30Q: 3 clusters Score -1389276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1389289.375000 Penalty: 2780.721436
	Iteration 31Q: 3 clusters Score -1389289 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1389293.500000 Penalty: 2780.721436
	Iteration 32Q: 3 clusters Score -1389294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1389297.000000 Penalty: 2780.721436
	Iteration 33Q: 3 clusters Score -1389297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1389298.250000 Penalty: 2780.721436
	Iteration 34Q: 3 clusters Score -1389298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1389303.625000 Penalty: 2780.721436
	Iteration 35Q: 3 clusters Score -1389304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1389308.750000 Penalty: 2780.721436
	Iteration 36Q: 3 clusters Score -1389309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1389312.250000 Penalty: 2780.721436
	Iteration 37Q: 3 clusters Score -1389312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1389316.125000 Penalty: 2780.721436
	Iteration 38Q: 3 clusters Score -1389316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1389316.000000 Penalty: 2780.721436
	Iteration 39Q: 3 clusters Score -1389316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1389315.500000 Penalty: 2780.721436
	Iteration 40F: 3 clusters Score -1389316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Entering Unmasked Estep 
Score: -177194.750000 Penalty: 1102.479492
	Iteration 0F: 2 clusters Score -177194.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -175515.562500 Penalty: 2204.958984
	Iteration 0F: 3 clusters Score -175515.6 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -175930.562500 Penalty: 2204.958984
	Iteration 1F: 3 clusters Score -175930.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -176051.875000 Penalty: 2204.958984
	Iteration 2F: 3 clusters Score -176051.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -176128.781250 Penalty: 2204.958984
	Iteration 3Q: 3 clusters Score -176128.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -176183.343750 Penalty: 2204.958984
	Iteration 4Q: 3 clusters Score -176183.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -176235.671875 Penalty: 2204.958984
	Iteration 5Q: 3 clusters Score -176235.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -176258.718750 Penalty: 2204.958984
	Iteration 6Q: 3 clusters Score -176258.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -176267.140625 Penalty: 2204.958984
	Iteration 7Q: 3 clusters Score -176267.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -176271.218750 Penalty: 2204.958984
	Iteration 8Q: 3 clusters Score -176271.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -176281.421875 Penalty: 2204.958984
	Iteration 9Q: 3 clusters Score -176281.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -176289.140625 Penalty: 2204.958984
	Iteration 10Q: 3 clusters Score -176289.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -176296.734375 Penalty: 2204.958984
	Iteration 11Q: 3 clusters Score -176296.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -176309.171875 Penalty: 2204.958984
	Iteration 12Q: 3 clusters Score -176309.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -176322.187500 Penalty: 2204.958984
	Iteration 13Q: 3 clusters Score -176322.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -176343.203125 Penalty: 2204.958984
	Iteration 14Q: 3 clusters Score -176343.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -176362.296875 Penalty: 2204.958984
	Iteration 15Q: 3 clusters Score -176362.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -176378.781250 Penalty: 2204.958984
	Iteration 16Q: 3 clusters Score -176378.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -176394.109375 Penalty: 2204.958984
	Iteration 17Q: 3 clusters Score -176394.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -176407.046875 Penalty: 2204.958984
	Iteration 18Q: 3 clusters Score -176407 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -176417.750000 Penalty: 2204.958984
	Iteration 19Q: 3 clusters Score -176417.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -176430.656250 Penalty: 2204.958984
	Iteration 20F: 3 clusters Score -176430.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -176439.000000 Penalty: 2204.958984
	Iteration 21Q: 3 clusters Score -176439 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -176443.968750 Penalty: 2204.958984
	Iteration 22Q: 3 clusters Score -176444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -176449.828125 Penalty: 2204.958984
	Iteration 23Q: 3 clusters Score -176449.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -176454.000000 Penalty: 2204.958984
	Iteration 24Q: 3 clusters Score -176454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -176457.000000 Penalty: 2204.958984
	Iteration 25Q: 3 clusters Score -176457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -176458.875000 Penalty: 2204.958984
	Iteration 26Q: 3 clusters Score -176458.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -176460.468750 Penalty: 2204.958984
	Iteration 27Q: 3 clusters Score -176460.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -176463.296875 Penalty: 2204.958984
	Iteration 28Q: 3 clusters Score -176463.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -176468.031250 Penalty: 2204.958984
	Iteration 29Q: 3 clusters Score -176468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -176470.421875 Penalty: 2204.958984
	Iteration 30Q: 3 clusters Score -176470.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -176471.656250 Penalty: 2204.958984
	Iteration 31Q: 3 clusters Score -176471.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -176472.062500 Penalty: 2204.958984
	Iteration 32Q: 3 clusters Score -176472.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -176472.062500 Penalty: 2204.958984
	Iteration 33F: 3 clusters Score -176472.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Entering Unmasked Estep 
Score: -460412.906250 Penalty: 1229.276855
	Iteration 0F: 2 clusters Score -460412.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -457423.562500 Penalty: 2458.553711
	Iteration 0F: 3 clusters Score -457423.6 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -458301.531250 Penalty: 2458.553711
	Iteration 1F: 3 clusters Score -458301.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -458500.062500 Penalty: 2458.553711
	Iteration 2F: 3 clusters Score -458500.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -458627.250000 Penalty: 2458.553711
	Iteration 3Q: 3 clusters Score -458627.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -458721.656250 Penalty: 2458.553711
	Iteration 4Q: 3 clusters Score -458721.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -458794.093750 Penalty: 2458.553711
	Iteration 5Q: 3 clusters Score -458794.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -458863.843750 Penalty: 2458.553711
	Iteration 6Q: 3 clusters Score -458863.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -458918.625000 Penalty: 2458.553711
	Iteration 7Q: 3 clusters Score -458918.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -458961.062500 Penalty: 2458.553711
	Iteration 8Q: 3 clusters Score -458961.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -458997.281250 Penalty: 2458.553711
	Iteration 9Q: 3 clusters Score -458997.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -459037.218750 Penalty: 2458.553711
	Iteration 10Q: 3 clusters Score -459037.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -459069.687500 Penalty: 2458.553711
	Iteration 11Q: 3 clusters Score -459069.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -459106.593750 Penalty: 2458.553711
	Iteration 12Q: 3 clusters Score -459106.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -459137.437500 Penalty: 2458.553711
	Iteration 13Q: 3 clusters Score -459137.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -459171.031250 Penalty: 2458.553711
	Iteration 14Q: 3 clusters Score -459171 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -459198.875000 Penalty: 2458.553711
	Iteration 15Q: 3 clusters Score -459198.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -459221.687500 Penalty: 2458.553711
	Iteration 16Q: 3 clusters Score -459221.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -459242.656250 Penalty: 2458.553711
	Iteration 17Q: 3 clusters Score -459242.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -459263.125000 Penalty: 2458.553711
	Iteration 18Q: 3 clusters Score -459263.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -459282.093750 Penalty: 2458.553711
	Iteration 19Q: 3 clusters Score -459282.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -459298.312500 Penalty: 2458.553711
	Iteration 20F: 3 clusters Score -459298.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -459309.156250 Penalty: 2458.553711
	Iteration 21Q: 3 clusters Score -459309.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -459319.375000 Penalty: 2458.553711
	Iteration 22Q: 3 clusters Score -459319.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -459327.468750 Penalty: 2458.553711
	Iteration 23Q: 3 clusters Score -459327.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -459337.906250 Penalty: 2458.553711
	Iteration 24Q: 3 clusters Score -459337.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -459354.031250 Penalty: 2458.553711
	Iteration 25Q: 3 clusters Score -459354 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -459363.187500 Penalty: 2458.553711
	Iteration 26Q: 3 clusters Score -459363.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -459367.718750 Penalty: 2458.553711
	Iteration 27Q: 3 clusters Score -459367.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -459369.750000 Penalty: 2458.553711
	Iteration 28Q: 3 clusters Score -459369.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -459370.687500 Penalty: 2458.553711
	Iteration 29Q: 3 clusters Score -459370.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -459374.468750 Penalty: 2458.553711
	Iteration 30Q: 3 clusters Score -459374.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -459381.593750 Penalty: 2458.553711
	Iteration 31Q: 3 clusters Score -459381.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -459388.156250 Penalty: 2458.553711
	Iteration 32Q: 3 clusters Score -459388.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -459394.750000 Penalty: 2458.553711
	Iteration 33Q: 3 clusters Score -459394.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -459399.593750 Penalty: 2458.553711
	Iteration 34Q: 3 clusters Score -459399.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -459404.281250 Penalty: 2458.553711
	Iteration 35Q: 3 clusters Score -459404.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -459410.343750 Penalty: 2458.553711
	Iteration 36Q: 3 clusters Score -459410.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -459417.781250 Penalty: 2458.553711
	Iteration 37Q: 3 clusters Score -459417.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -459422.656250 Penalty: 2458.553711
	Iteration 38Q: 3 clusters Score -459422.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -459427.843750 Penalty: 2458.553711
	Iteration 39Q: 3 clusters Score -459427.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -459432.031250 Penalty: 2458.553711
	Iteration 40F: 3 clusters Score -459432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -459434.218750 Penalty: 2458.553711
	Iteration 41Q: 3 clusters Score -459434.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -459438.812500 Penalty: 2458.553711
	Iteration 42Q: 3 clusters Score -459438.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -459445.125000 Penalty: 2458.553711
	Iteration 43Q: 3 clusters Score -459445.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -459456.656250 Penalty: 2458.553711
	Iteration 44Q: 3 clusters Score -459456.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -459467.406250 Penalty: 2458.553711
	Iteration 45Q: 3 clusters Score -459467.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -459480.062500 Penalty: 2458.553711
	Iteration 46Q: 3 clusters Score -459480.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -459493.343750 Penalty: 2458.553711
	Iteration 47Q: 3 clusters Score -459493.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -459500.281250 Penalty: 2458.553711
	Iteration 48Q: 3 clusters Score -459500.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -459509.593750 Penalty: 2458.553711
	Iteration 49Q: 3 clusters Score -459509.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -459518.281250 Penalty: 2458.553711
	Iteration 50Q: 3 clusters Score -459518.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -459524.781250 Penalty: 2458.553711
	Iteration 51Q: 3 clusters Score -459524.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -459533.656250 Penalty: 2458.553711
	Iteration 52Q: 3 clusters Score -459533.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -459546.000000 Penalty: 2458.553711
	Iteration 53Q: 3 clusters Score -459546 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -459558.625000 Penalty: 2458.553711
	Iteration 54Q: 3 clusters Score -459558.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -459569.343750 Penalty: 2458.553711
	Iteration 55Q: 3 clusters Score -459569.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -459579.718750 Penalty: 2458.553711
	Iteration 56Q: 3 clusters Score -459579.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -459591.437500 Penalty: 2458.553711
	Iteration 57Q: 3 clusters Score -459591.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -459603.281250 Penalty: 2458.553711
	Iteration 58Q: 3 clusters Score -459603.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -459611.093750 Penalty: 2458.553711
	Iteration 59Q: 3 clusters Score -459611.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -459619.375000 Penalty: 2458.553711
	Iteration 60F: 3 clusters Score -459619.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -459622.875000 Penalty: 2458.553711
	Iteration 61Q: 3 clusters Score -459622.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -459625.343750 Penalty: 2458.553711
	Iteration 62Q: 3 clusters Score -459625.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -459631.031250 Penalty: 2458.553711
	Iteration 63Q: 3 clusters Score -459631 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -459636.250000 Penalty: 2458.553711
	Iteration 64Q: 3 clusters Score -459636.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -459639.718750 Penalty: 2458.553711
	Iteration 65Q: 3 clusters Score -459639.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -459645.375000 Penalty: 2458.553711
	Iteration 66Q: 3 clusters Score -459645.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -459648.906250 Penalty: 2458.553711
	Iteration 67Q: 3 clusters Score -459648.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -459650.656250 Penalty: 2458.553711
	Iteration 68Q: 3 clusters Score -459650.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -459652.562500 Penalty: 2458.553711
	Iteration 69Q: 3 clusters Score -459652.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -459653.781250 Penalty: 2458.553711
	Iteration 70Q: 3 clusters Score -459653.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -459655.250000 Penalty: 2458.553711
	Iteration 71Q: 3 clusters Score -459655.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -459655.187500 Penalty: 2458.553711
	Iteration 72Q: 3 clusters Score -459655.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -459655.562500 Penalty: 2458.553711
	Iteration 73Q: 3 clusters Score -459655.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -459655.562500 Penalty: 2458.553711
	Iteration 74F: 3 clusters Score -459655.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (51329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51329 members 
Entering Unmasked Estep 
Score: -6529315.500000 Penalty: 1613.886475
	Iteration 0F: 2 clusters Score -6529316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25674 members 
Mstep: Class 2 contains 25655 members 
Entering Unmasked Estep 
Score: -6496696.000000 Penalty: 3227.772949
	Iteration 0F: 3 clusters Score -6496696 nChanged 23729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Mstep: Class 2 contains 25952 members 
Entering Unmasked Estep 
Score: -6510053.000000 Penalty: 3227.772949
	Iteration 1F: 3 clusters Score -6510053 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25179 members 
Mstep: Class 2 contains 26150 members 
Entering Unmasked Estep 
Score: -6510746.000000 Penalty: 3227.772949
	Iteration 2Q: 3 clusters Score -6510746 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24951 members 
Mstep: Class 2 contains 26378 members 
Entering Unmasked Estep 
Score: -6511526.000000 Penalty: 3227.772949
	Iteration 3Q: 3 clusters Score -6511526 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 26715 members 
Entering Unmasked Estep 
Score: -6512195.000000 Penalty: 3227.772949
	Iteration 4Q: 3 clusters Score -6512195 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 27172 members 
Entering Unmasked Estep 
Score: -6512911.500000 Penalty: 3227.772949
	Iteration 5Q: 3 clusters Score -6512912 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 27782 members 
Entering Unmasked Estep 
Score: -6513577.500000 Penalty: 3227.772949
	Iteration 6Q: 3 clusters Score -6513578 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 28511 members 
Entering Unmasked Estep 
Score: -6514336.000000 Penalty: 3227.772949
	Iteration 7Q: 3 clusters Score -6514336 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 29345 members 
Entering Unmasked Estep 
Score: -6515162.000000 Penalty: 3227.772949
	Iteration 8Q: 3 clusters Score -6515162 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20998 members 
Mstep: Class 2 contains 30331 members 
Entering Unmasked Estep 
Score: -6515948.500000 Penalty: 3227.772949
	Iteration 9Q: 3 clusters Score -6515948 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19889 members 
Mstep: Class 2 contains 31440 members 
Entering Unmasked Estep 
Score: -6516723.500000 Penalty: 3227.772949
	Iteration 10Q: 3 clusters Score -6516724 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 32638 members 
Entering Unmasked Estep 
Score: -6517469.500000 Penalty: 3227.772949
	Iteration 11Q: 3 clusters Score -6517470 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 33924 members 
Entering Unmasked Estep 
Score: -6518161.000000 Penalty: 3227.772949
	Iteration 12Q: 3 clusters Score -6518161 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 35286 members 
Entering Unmasked Estep 
Score: -6518830.000000 Penalty: 3227.772949
	Iteration 13Q: 3 clusters Score -6518830 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 36772 members 
Entering Unmasked Estep 
Score: -6519475.000000 Penalty: 3227.772949
	Iteration 14Q: 3 clusters Score -6519475 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 38423 members 
Entering Unmasked Estep 
Score: -6520292.500000 Penalty: 3227.772949
	Iteration 15Q: 3 clusters Score -6520292 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 40190 members 
Entering Unmasked Estep 
Score: -6521173.000000 Penalty: 3227.772949
	Iteration 16Q: 3 clusters Score -6521173 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 42057 members 
Entering Unmasked Estep 
Score: -6522249.000000 Penalty: 3227.772949
	Iteration 17Q: 3 clusters Score -6522249 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 44014 members 
Entering Unmasked Estep 
Score: -6523444.000000 Penalty: 3227.772949
	Iteration 18Q: 3 clusters Score -6523444 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 45875 members 
Entering Unmasked Estep 
Score: -6524584.500000 Penalty: 3227.772949
	Iteration 19Q: 3 clusters Score -6524584 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 47438 members 
Entering Unmasked Estep 
Score: -6525607.500000 Penalty: 3227.772949
	Iteration 20F: 3 clusters Score -6525608 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 48669 members 
Entering Unmasked Estep 
Score: -6526455.500000 Penalty: 3227.772949
	Iteration 21Q: 3 clusters Score -6526456 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 49520 members 
Entering Unmasked Estep 
Score: -6527010.500000 Penalty: 3227.772949
	Iteration 22Q: 3 clusters Score -6527010 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 50062 members 
Entering Unmasked Estep 
Score: -6527362.000000 Penalty: 3227.772949
	Iteration 23Q: 3 clusters Score -6527362 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 50415 members 
Entering Unmasked Estep 
Score: -6527594.500000 Penalty: 3227.772949
	Iteration 24Q: 3 clusters Score -6527594 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 50630 members 
Entering Unmasked Estep 
Score: -6527747.000000 Penalty: 3227.772949
	Iteration 25Q: 3 clusters Score -6527747 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 50741 members 
Entering Unmasked Estep 
Score: -6527857.500000 Penalty: 3227.772949
	Iteration 26Q: 3 clusters Score -6527858 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 50802 members 
Entering Unmasked Estep 
Score: -6527899.000000 Penalty: 3227.772949
	Iteration 27Q: 3 clusters Score -6527899 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 50841 members 
Entering Unmasked Estep 
Score: -6527941.500000 Penalty: 3227.772949
	Iteration 28Q: 3 clusters Score -6527942 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 50868 members 
Entering Unmasked Estep 
Score: -6527972.000000 Penalty: 3227.772949
	Iteration 29Q: 3 clusters Score -6527972 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 50892 members 
Entering Unmasked Estep 
Score: -6527975.000000 Penalty: 3227.772949
	Iteration 30Q: 3 clusters Score -6527975 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 50907 members 
Entering Unmasked Estep 
Score: -6528006.000000 Penalty: 3227.772949
	Iteration 31Q: 3 clusters Score -6528006 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 50918 members 
Entering Unmasked Estep 
Score: -6528014.000000 Penalty: 3227.772949
	Iteration 32Q: 3 clusters Score -6528014 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 50919 members 
Entering Unmasked Estep 
Score: -6528031.000000 Penalty: 3227.772949
	Iteration 33Q: 3 clusters Score -6528031 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 50924 members 
Entering Unmasked Estep 
Score: -6528043.500000 Penalty: 3227.772949
	Iteration 34Q: 3 clusters Score -6528044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 50928 members 
Entering Unmasked Estep 
Score: -6528047.000000 Penalty: 3227.772949
	Iteration 35Q: 3 clusters Score -6528047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 50930 members 
Entering Unmasked Estep 
Score: -6528039.000000 Penalty: 3227.772949
	Iteration 36Q: 3 clusters Score -6528039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 50929 members 
Entering Unmasked Estep 
Score: -6528045.500000 Penalty: 3227.772949
	Iteration 37Q: 3 clusters Score -6528046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 50929 members 
Entering Unmasked Estep 
Score: -6528046.000000 Penalty: 3227.772949
	Iteration 38Q: 3 clusters Score -6528046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 50928 members 
Entering Unmasked Estep 
Score: -6528055.000000 Penalty: 3227.772949
	Iteration 39Q: 3 clusters Score -6528055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 50930 members 
Entering Unmasked Estep 
Score: -6528058.500000 Penalty: 3227.772949
	Iteration 40F: 3 clusters Score -6528058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 50931 members 
Entering Unmasked Estep 
Score: -6528056.000000 Penalty: 3227.772949
	Iteration 41Q: 3 clusters Score -6528056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 50932 members 
Entering Unmasked Estep 
Score: -6528054.500000 Penalty: 3227.772949
	Iteration 42Q: 3 clusters Score -6528054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 50933 members 
Entering Unmasked Estep 
Score: -6528061.000000 Penalty: 3227.772949
	Iteration 43Q: 3 clusters Score -6528061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 50934 members 
Entering Unmasked Estep 
Score: -6528058.000000 Penalty: 3227.772949
	Iteration 44Q: 3 clusters Score -6528058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 50934 members 
Entering Unmasked Estep 
Score: -6528055.000000 Penalty: 3227.772949
	Iteration 45Q: 3 clusters Score -6528055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 50935 members 
Entering Unmasked Estep 
Score: -6528060.000000 Penalty: 3227.772949
	Iteration 46Q: 3 clusters Score -6528060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 50936 members 
Entering Unmasked Estep 
Score: -6528061.000000 Penalty: 3227.772949
	Iteration 47Q: 3 clusters Score -6528061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 50936 members 
Entering Unmasked Estep 
Score: -6528061.000000 Penalty: 3227.772949
	Iteration 48F: 3 clusters Score -6528061 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (36472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36472 members 
Entering Unmasked Estep 
Score: -4584412.000000 Penalty: 1563.039917
	Iteration 0F: 2 clusters Score -4584412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18311 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -4560832.000000 Penalty: 3126.079834
	Iteration 0F: 3 clusters Score -4560832 nChanged 16573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -4569737.000000 Penalty: 3126.079834
	Iteration 1F: 3 clusters Score -4569737 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -4570201.500000 Penalty: 3126.079834
	Iteration 2Q: 3 clusters Score -4570202 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -4570547.000000 Penalty: 3126.079834
	Iteration 3Q: 3 clusters Score -4570547 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19848 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -4570890.000000 Penalty: 3126.079834
	Iteration 4Q: 3 clusters Score -4570890 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -4571250.500000 Penalty: 3126.079834
	Iteration 5Q: 3 clusters Score -4571250 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -4571697.500000 Penalty: 3126.079834
	Iteration 6Q: 3 clusters Score -4571698 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -4572331.500000 Penalty: 3126.079834
	Iteration 7Q: 3 clusters Score -4572332 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24778 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -4573262.000000 Penalty: 3126.079834
	Iteration 8F: 3 clusters Score -4573262 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27020 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -4574797.500000 Penalty: 3126.079834
	Iteration 9F: 3 clusters Score -4574798 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29557 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -4576777.000000 Penalty: 3126.079834
	Iteration 10F: 3 clusters Score -4576777 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32130 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -4579049.000000 Penalty: 3126.079834
	Iteration 11F: 3 clusters Score -4579049 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34198 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -4580999.500000 Penalty: 3126.079834
	Iteration 12F: 3 clusters Score -4581000 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35419 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -4582156.000000 Penalty: 3126.079834
	Iteration 13Q: 3 clusters Score -4582156 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35948 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -4582684.500000 Penalty: 3126.079834
	Iteration 14Q: 3 clusters Score -4582684 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36127 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -4582899.500000 Penalty: 3126.079834
	Iteration 15Q: 3 clusters Score -4582900 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36196 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -4583016.500000 Penalty: 3126.079834
	Iteration 16Q: 3 clusters Score -4583016 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36231 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -4583062.000000 Penalty: 3126.079834
	Iteration 17Q: 3 clusters Score -4583062 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36240 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -4583081.000000 Penalty: 3126.079834
	Iteration 18Q: 3 clusters Score -4583081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36246 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -4583093.000000 Penalty: 3126.079834
	Iteration 19Q: 3 clusters Score -4583093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36252 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -4583107.000000 Penalty: 3126.079834
	Iteration 20F: 3 clusters Score -4583107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36253 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -4583111.500000 Penalty: 3126.079834
	Iteration 21Q: 3 clusters Score -4583112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36253 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -4583111.500000 Penalty: 3126.079834
	Iteration 22F: 3 clusters Score -4583112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (21961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21961 members 
Entering Unmasked Estep 
Score: -2779952.250000 Penalty: 1487.557129
	Iteration 0F: 2 clusters Score -2779952 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 11003 members 
Entering Unmasked Estep 
Score: -2765648.750000 Penalty: 2975.114258
	Iteration 0F: 3 clusters Score -2765649 nChanged 9686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -2770733.500000 Penalty: 2975.114258
	Iteration 1F: 3 clusters Score -2770734 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -2771143.250000 Penalty: 2975.114258
	Iteration 2F: 3 clusters Score -2771143 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -2771502.250000 Penalty: 2975.114258
	Iteration 3Q: 3 clusters Score -2771502 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -2771836.250000 Penalty: 2975.114258
	Iteration 4Q: 3 clusters Score -2771836 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -2772201.500000 Penalty: 2975.114258
	Iteration 5Q: 3 clusters Score -2772202 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -2772617.750000 Penalty: 2975.114258
	Iteration 6Q: 3 clusters Score -2772618 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -2773104.500000 Penalty: 2975.114258
	Iteration 7Q: 3 clusters Score -2773104 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -2773711.500000 Penalty: 2975.114258
	Iteration 8F: 3 clusters Score -2773712 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -2774387.250000 Penalty: 2975.114258
	Iteration 9F: 3 clusters Score -2774387 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -2775033.000000 Penalty: 2975.114258
	Iteration 10F: 3 clusters Score -2775033 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -2775590.750000 Penalty: 2975.114258
	Iteration 11Q: 3 clusters Score -2775591 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -2776128.500000 Penalty: 2975.114258
	Iteration 12Q: 3 clusters Score -2776128 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -2776636.750000 Penalty: 2975.114258
	Iteration 13Q: 3 clusters Score -2776637 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -2777094.000000 Penalty: 2975.114258
	Iteration 14Q: 3 clusters Score -2777094 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -2777492.000000 Penalty: 2975.114258
	Iteration 15Q: 3 clusters Score -2777492 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -2777796.000000 Penalty: 2975.114258
	Iteration 16Q: 3 clusters Score -2777796 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -2778029.500000 Penalty: 2975.114258
	Iteration 17Q: 3 clusters Score -2778030 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -2778177.750000 Penalty: 2975.114258
	Iteration 18Q: 3 clusters Score -2778178 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -2778321.750000 Penalty: 2975.114258
	Iteration 19Q: 3 clusters Score -2778322 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -2778460.500000 Penalty: 2975.114258
	Iteration 20F: 3 clusters Score -2778460 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -2778563.750000 Penalty: 2975.114258
	Iteration 21Q: 3 clusters Score -2778564 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -2778669.500000 Penalty: 2975.114258
	Iteration 22Q: 3 clusters Score -2778670 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -2778728.500000 Penalty: 2975.114258
	Iteration 23Q: 3 clusters Score -2778728 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -2778779.250000 Penalty: 2975.114258
	Iteration 24Q: 3 clusters Score -2778779 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -2778814.000000 Penalty: 2975.114258
	Iteration 25Q: 3 clusters Score -2778814 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -2778838.500000 Penalty: 2975.114258
	Iteration 26Q: 3 clusters Score -2778838 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19616 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -2778858.750000 Penalty: 2975.114258
	Iteration 27Q: 3 clusters Score -2778859 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -2778879.000000 Penalty: 2975.114258
	Iteration 28Q: 3 clusters Score -2778879 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -2778902.750000 Penalty: 2975.114258
	Iteration 29Q: 3 clusters Score -2778903 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -2778909.250000 Penalty: 2975.114258
	Iteration 30Q: 3 clusters Score -2778909 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -2778918.750000 Penalty: 2975.114258
	Iteration 31Q: 3 clusters Score -2778919 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -2778928.500000 Penalty: 2975.114258
	Iteration 32Q: 3 clusters Score -2778928 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -2778938.000000 Penalty: 2975.114258
	Iteration 33Q: 3 clusters Score -2778938 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -2778946.250000 Penalty: 2975.114258
	Iteration 34Q: 3 clusters Score -2778946 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -2778953.500000 Penalty: 2975.114258
	Iteration 35Q: 3 clusters Score -2778954 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20025 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -2778960.000000 Penalty: 2975.114258
	Iteration 36Q: 3 clusters Score -2778960 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -2778981.250000 Penalty: 2975.114258
	Iteration 37Q: 3 clusters Score -2778981 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -2778991.250000 Penalty: 2975.114258
	Iteration 38Q: 3 clusters Score -2778991 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -2779004.750000 Penalty: 2975.114258
	Iteration 39Q: 3 clusters Score -2779005 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -2779018.250000 Penalty: 2975.114258
	Iteration 40F: 3 clusters Score -2779018 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20202 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -2779018.500000 Penalty: 2975.114258
	Iteration 41Q: 3 clusters Score -2779018 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -2779044.500000 Penalty: 2975.114258
	Iteration 42Q: 3 clusters Score -2779044 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -2779048.500000 Penalty: 2975.114258
	Iteration 43Q: 3 clusters Score -2779048 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2779055.500000 Penalty: 2975.114258
	Iteration 44Q: 3 clusters Score -2779056 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -2779062.500000 Penalty: 2975.114258
	Iteration 45Q: 3 clusters Score -2779062 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -2779071.500000 Penalty: 2975.114258
	Iteration 46Q: 3 clusters Score -2779072 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2779081.250000 Penalty: 2975.114258
	Iteration 47Q: 3 clusters Score -2779081 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -2779084.500000 Penalty: 2975.114258
	Iteration 48Q: 3 clusters Score -2779084 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2779087.500000 Penalty: 2975.114258
	Iteration 49Q: 3 clusters Score -2779088 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2779088.750000 Penalty: 2975.114258
	Iteration 50Q: 3 clusters Score -2779089 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2779100.750000 Penalty: 2975.114258
	Iteration 51Q: 3 clusters Score -2779101 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -2779102.500000 Penalty: 2975.114258
	Iteration 52Q: 3 clusters Score -2779102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2779106.000000 Penalty: 2975.114258
	Iteration 53Q: 3 clusters Score -2779106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -2779115.250000 Penalty: 2975.114258
	Iteration 54Q: 3 clusters Score -2779115 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20513 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2779117.250000 Penalty: 2975.114258
	Iteration 55Q: 3 clusters Score -2779117 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2779117.500000 Penalty: 2975.114258
	Iteration 56Q: 3 clusters Score -2779118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2779121.750000 Penalty: 2975.114258
	Iteration 57Q: 3 clusters Score -2779122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20534 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2779118.250000 Penalty: 2975.114258
	Iteration 58Q: 3 clusters Score -2779118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20538 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2779125.000000 Penalty: 2975.114258
	Iteration 59Q: 3 clusters Score -2779125 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2779125.750000 Penalty: 2975.114258
	Iteration 60F: 3 clusters Score -2779126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2779125.250000 Penalty: 2975.114258
	Iteration 61Q: 3 clusters Score -2779125 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20557 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2779127.750000 Penalty: 2975.114258
	Iteration 62Q: 3 clusters Score -2779128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2779136.250000 Penalty: 2975.114258
	Iteration 63Q: 3 clusters Score -2779136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2779135.250000 Penalty: 2975.114258
	Iteration 64Q: 3 clusters Score -2779135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20577 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2779138.750000 Penalty: 2975.114258
	Iteration 65Q: 3 clusters Score -2779139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20580 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -2779137.500000 Penalty: 2975.114258
	Iteration 66Q: 3 clusters Score -2779138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2779134.750000 Penalty: 2975.114258
	Iteration 67Q: 3 clusters Score -2779135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2779137.000000 Penalty: 2975.114258
	Iteration 68Q: 3 clusters Score -2779137 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2779137.000000 Penalty: 2975.114258
	Iteration 69F: 3 clusters Score -2779137 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Entering Unmasked Estep 
Score: -891906.812500 Penalty: 1321.286255
	Iteration 0F: 2 clusters Score -891906.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -886933.187500 Penalty: 2642.572510
	Iteration 0F: 3 clusters Score -886933.2 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -888525.500000 Penalty: 2642.572510
	Iteration 1F: 3 clusters Score -888525.5 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -888879.687500 Penalty: 2642.572510
	Iteration 2F: 3 clusters Score -888879.7 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -889146.625000 Penalty: 2642.572510
	Iteration 3F: 3 clusters Score -889146.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -889374.437500 Penalty: 2642.572510
	Iteration 4Q: 3 clusters Score -889374.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -889581.875000 Penalty: 2642.572510
	Iteration 5Q: 3 clusters Score -889581.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -889747.937500 Penalty: 2642.572510
	Iteration 6Q: 3 clusters Score -889747.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -889891.937500 Penalty: 2642.572510
	Iteration 7Q: 3 clusters Score -889891.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -890016.812500 Penalty: 2642.572510
	Iteration 8Q: 3 clusters Score -890016.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -890153.687500 Penalty: 2642.572510
	Iteration 9Q: 3 clusters Score -890153.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -890262.000000 Penalty: 2642.572510
	Iteration 10Q: 3 clusters Score -890262 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -890360.812500 Penalty: 2642.572510
	Iteration 11Q: 3 clusters Score -890360.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -890448.187500 Penalty: 2642.572510
	Iteration 12Q: 3 clusters Score -890448.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -890516.687500 Penalty: 2642.572510
	Iteration 13Q: 3 clusters Score -890516.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -890567.187500 Penalty: 2642.572510
	Iteration 14Q: 3 clusters Score -890567.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -890612.687500 Penalty: 2642.572510
	Iteration 15Q: 3 clusters Score -890612.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -890645.312500 Penalty: 2642.572510
	Iteration 16Q: 3 clusters Score -890645.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -890675.625000 Penalty: 2642.572510
	Iteration 17Q: 3 clusters Score -890675.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -890715.375000 Penalty: 2642.572510
	Iteration 18Q: 3 clusters Score -890715.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -890750.187500 Penalty: 2642.572510
	Iteration 19Q: 3 clusters Score -890750.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -890787.062500 Penalty: 2642.572510
	Iteration 20F: 3 clusters Score -890787.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -890813.312500 Penalty: 2642.572510
	Iteration 21Q: 3 clusters Score -890813.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -890837.687500 Penalty: 2642.572510
	Iteration 22Q: 3 clusters Score -890837.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -890857.562500 Penalty: 2642.572510
	Iteration 23Q: 3 clusters Score -890857.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -890878.250000 Penalty: 2642.572510
	Iteration 24Q: 3 clusters Score -890878.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -890890.062500 Penalty: 2642.572510
	Iteration 25Q: 3 clusters Score -890890.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -890907.125000 Penalty: 2642.572510
	Iteration 26Q: 3 clusters Score -890907.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -890926.812500 Penalty: 2642.572510
	Iteration 27Q: 3 clusters Score -890926.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -890937.562500 Penalty: 2642.572510
	Iteration 28Q: 3 clusters Score -890937.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -890946.000000 Penalty: 2642.572510
	Iteration 29Q: 3 clusters Score -890946 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -890952.750000 Penalty: 2642.572510
	Iteration 30Q: 3 clusters Score -890952.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -890957.750000 Penalty: 2642.572510
	Iteration 31Q: 3 clusters Score -890957.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -890964.687500 Penalty: 2642.572510
	Iteration 32Q: 3 clusters Score -890964.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -890971.875000 Penalty: 2642.572510
	Iteration 33Q: 3 clusters Score -890971.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -890974.687500 Penalty: 2642.572510
	Iteration 34Q: 3 clusters Score -890974.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -890978.250000 Penalty: 2642.572510
	Iteration 35Q: 3 clusters Score -890978.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -890980.750000 Penalty: 2642.572510
	Iteration 36Q: 3 clusters Score -890980.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -890984.625000 Penalty: 2642.572510
	Iteration 37Q: 3 clusters Score -890984.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -890990.937500 Penalty: 2642.572510
	Iteration 38Q: 3 clusters Score -890990.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -890995.687500 Penalty: 2642.572510
	Iteration 39Q: 3 clusters Score -890995.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -890995.625000 Penalty: 2642.572510
	Iteration 40F: 3 clusters Score -890995.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -890998.937500 Penalty: 2642.572510
	Iteration 41Q: 3 clusters Score -890998.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -891002.937500 Penalty: 2642.572510
	Iteration 42Q: 3 clusters Score -891002.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -891007.562500 Penalty: 2642.572510
	Iteration 43Q: 3 clusters Score -891007.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -891009.812500 Penalty: 2642.572510
	Iteration 44Q: 3 clusters Score -891009.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -891011.562500 Penalty: 2642.572510
	Iteration 45Q: 3 clusters Score -891011.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -891013.125000 Penalty: 2642.572510
	Iteration 46Q: 3 clusters Score -891013.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -891015.312500 Penalty: 2642.572510
	Iteration 47Q: 3 clusters Score -891015.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -891014.625000 Penalty: 2642.572510
	Iteration 48Q: 3 clusters Score -891014.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -891016.500000 Penalty: 2642.572510
	Iteration 49Q: 3 clusters Score -891016.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -891017.312500 Penalty: 2642.572510
	Iteration 50Q: 3 clusters Score -891017.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -891017.187500 Penalty: 2642.572510
	Iteration 51Q: 3 clusters Score -891017.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -891019.437500 Penalty: 2642.572510
	Iteration 52Q: 3 clusters Score -891019.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -891017.625000 Penalty: 2642.572510
	Iteration 53Q: 3 clusters Score -891017.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -891018.187500 Penalty: 2642.572510
	Iteration 54Q: 3 clusters Score -891018.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -891019.625000 Penalty: 2642.572510
	Iteration 55Q: 3 clusters Score -891019.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -891021.437500 Penalty: 2642.572510
	Iteration 56Q: 3 clusters Score -891021.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -891020.687500 Penalty: 2642.572510
	Iteration 57Q: 3 clusters Score -891020.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -891022.812500 Penalty: 2642.572510
	Iteration 58Q: 3 clusters Score -891022.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -891024.312500 Penalty: 2642.572510
	Iteration 59Q: 3 clusters Score -891024.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -891025.812500 Penalty: 2642.572510
	Iteration 60F: 3 clusters Score -891025.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -891027.125000 Penalty: 2642.572510
	Iteration 61Q: 3 clusters Score -891027.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -891028.562500 Penalty: 2642.572510
	Iteration 62Q: 3 clusters Score -891028.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -891028.812500 Penalty: 2642.572510
	Iteration 63Q: 3 clusters Score -891028.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -891028.812500 Penalty: 2642.572510
	Iteration 64F: 3 clusters Score -891028.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19728 members 
Entering Unmasked Estep 
Score: -2484806.000000 Penalty: 1471.601440
	Iteration 0F: 2 clusters Score -2484806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -2471863.500000 Penalty: 2943.202881
	Iteration 0F: 3 clusters Score -2471864 nChanged 8692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -2476403.750000 Penalty: 2943.202881
	Iteration 1F: 3 clusters Score -2476404 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -2476785.500000 Penalty: 2943.202881
	Iteration 2F: 3 clusters Score -2476786 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -2477073.000000 Penalty: 2943.202881
	Iteration 3Q: 3 clusters Score -2477073 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -2477294.500000 Penalty: 2943.202881
	Iteration 4Q: 3 clusters Score -2477294 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -2477528.250000 Penalty: 2943.202881
	Iteration 5Q: 3 clusters Score -2477528 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -2477758.750000 Penalty: 2943.202881
	Iteration 6Q: 3 clusters Score -2477759 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -2478064.750000 Penalty: 2943.202881
	Iteration 7Q: 3 clusters Score -2478065 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -2478525.750000 Penalty: 2943.202881
	Iteration 8Q: 3 clusters Score -2478526 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -2479172.000000 Penalty: 2943.202881
	Iteration 9F: 3 clusters Score -2479172 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -2480007.250000 Penalty: 2943.202881
	Iteration 10F: 3 clusters Score -2480007 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -2480961.000000 Penalty: 2943.202881
	Iteration 11F: 3 clusters Score -2480961 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -2481902.250000 Penalty: 2943.202881
	Iteration 12F: 3 clusters Score -2481902 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -2482637.750000 Penalty: 2943.202881
	Iteration 13Q: 3 clusters Score -2482638 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -2483064.250000 Penalty: 2943.202881
	Iteration 14Q: 3 clusters Score -2483064 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -2483329.250000 Penalty: 2943.202881
	Iteration 15Q: 3 clusters Score -2483329 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -2483453.000000 Penalty: 2943.202881
	Iteration 16Q: 3 clusters Score -2483453 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -2483536.750000 Penalty: 2943.202881
	Iteration 17Q: 3 clusters Score -2483537 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -2483592.250000 Penalty: 2943.202881
	Iteration 18Q: 3 clusters Score -2483592 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -2483622.000000 Penalty: 2943.202881
	Iteration 19Q: 3 clusters Score -2483622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -2483638.750000 Penalty: 2943.202881
	Iteration 20F: 3 clusters Score -2483639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
Score: -2483646.750000 Penalty: 2943.202881
	Iteration 21Q: 3 clusters Score -2483647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -2483654.000000 Penalty: 2943.202881
	Iteration 22Q: 3 clusters Score -2483654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -2483665.750000 Penalty: 2943.202881
	Iteration 23Q: 3 clusters Score -2483666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -2483675.250000 Penalty: 2943.202881
	Iteration 24Q: 3 clusters Score -2483675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -2483680.000000 Penalty: 2943.202881
	Iteration 25Q: 3 clusters Score -2483680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -2483686.250000 Penalty: 2943.202881
	Iteration 26Q: 3 clusters Score -2483686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -2483689.500000 Penalty: 2943.202881
	Iteration 27Q: 3 clusters Score -2483690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -2483687.750000 Penalty: 2943.202881
	Iteration 28Q: 3 clusters Score -2483688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -2483688.750000 Penalty: 2943.202881
	Iteration 29Q: 3 clusters Score -2483689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -2483688.750000 Penalty: 2943.202881
	Iteration 30F: 3 clusters Score -2483689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Entering Unmasked Estep 
Score: -67551.429688 Penalty: 978.578674
	Iteration 0F: 2 clusters Score -67551.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -66507.867188 Penalty: 1957.157349
	Iteration 0F: 3 clusters Score -66507.87 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -66747.000000 Penalty: 1957.157349
	Iteration 1F: 3 clusters Score -66747 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -66816.304688 Penalty: 1957.157349
	Iteration 2Q: 3 clusters Score -66816.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -66863.757812 Penalty: 1957.157349
	Iteration 3Q: 3 clusters Score -66863.76 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -66901.625000 Penalty: 1957.157349
	Iteration 4Q: 3 clusters Score -66901.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -66949.203125 Penalty: 1957.157349
	Iteration 5Q: 3 clusters Score -66949.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -67010.742188 Penalty: 1957.157349
	Iteration 6Q: 3 clusters Score -67010.74 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -67063.687500 Penalty: 1957.157349
	Iteration 7Q: 3 clusters Score -67063.69 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -67116.218750 Penalty: 1957.157349
	Iteration 8Q: 3 clusters Score -67116.22 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -67154.085938 Penalty: 1957.157349
	Iteration 9Q: 3 clusters Score -67154.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -67202.687500 Penalty: 1957.157349
	Iteration 10Q: 3 clusters Score -67202.69 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -67269.546875 Penalty: 1957.157349
	Iteration 11Q: 3 clusters Score -67269.55 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -67394.179688 Penalty: 1957.157349
	Iteration 12Q: 3 clusters Score -67394.18 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -67495.687500 Penalty: 1957.157349
	Iteration 13Q: 3 clusters Score -67495.69 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -67599.218750 Penalty: 1957.157349
	Iteration 14Q: 3 clusters Score -67599.22 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -67668.390625 Penalty: 1957.157349
	Iteration 15Q: 3 clusters Score -67668.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -67693.523438 Penalty: 1957.157349
	Iteration 16Q: 3 clusters Score -67693.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -67709.500000 Penalty: 1957.157349
	Iteration 17Q: 3 clusters Score -67709.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -67739.984375 Penalty: 1957.157349
	Iteration 18Q: 3 clusters Score -67739.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -67748.703125 Penalty: 1957.157349
	Iteration 19Q: 3 clusters Score -67748.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -67756.320312 Penalty: 1957.157349
	Iteration 20F: 3 clusters Score -67756.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -67761.476562 Penalty: 1957.157349
	Iteration 21Q: 3 clusters Score -67761.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -67769.539062 Penalty: 1957.157349
	Iteration 22Q: 3 clusters Score -67769.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -67777.851562 Penalty: 1957.157349
	Iteration 23Q: 3 clusters Score -67777.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -67777.851562 Penalty: 1957.157349
	Iteration 24F: 3 clusters Score -67777.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 11978 members 
Mstep: Class 3 contains 1718 members 
Mstep: Class 4 contains 40118 members 
Mstep: Class 5 contains 10098 members 
Mstep: Class 6 contains 38319 members 
Mstep: Class 7 contains 31587 members 
Mstep: Class 8 contains 4133 members 
Mstep: Class 9 contains 6914 members 
Mstep: Class 10 contains 8639 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 21778 members 
Mstep: Class 13 contains 15070 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 3871 members 
Mstep: Class 17 contains 51329 members 
Mstep: Class 18 contains 36472 members 
Mstep: Class 19 contains 21961 members 
Mstep: Class 20 contains 7184 members 
Mstep: Class 21 contains 19728 members 
Mstep: Class 22 contains 281 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35696 members 
Mstep: Class 25 contains 13862 members 
Mstep: Class 26 contains 5727 members 
Mstep: Class 27 contains 52389 members 
Mstep: Class 28 contains 11143 members 
Mstep: Class 29 contains 67414 members 
Mstep: Class 30 contains 413 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16043 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 62306 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9143 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20716 members 
Mstep: Class 42 contains 8784 members 
Mstep: Class 43 contains 257 members 
Mstep: Class 44 contains 437 members 
Entering Unmasked Estep 
Score: -80995464.000000 Penalty: 87800.648438
Splitting cluster 22 changes total score from -80996248.000000 to -80995464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Entering Unmasked Estep 
Score: -12999.894531 Penalty: 731.003052
	Iteration 0F: 2 clusters Score -12999.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -12587.722656 Penalty: 1462.006104
	Iteration 0F: 3 clusters Score -12587.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -12604.132812 Penalty: 1462.006104
	Iteration 1Q: 3 clusters Score -12604.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -12605.937500 Penalty: 1462.006104
	Iteration 2Q: 3 clusters Score -12605.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -12605.937500 Penalty: 1462.006104
	Iteration 3F: 3 clusters Score -12605.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (35696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35696 members 
Entering Unmasked Estep 
Score: -4513823.000000 Penalty: 1559.839722
	Iteration 0F: 2 clusters Score -4513823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -4490587.000000 Penalty: 3119.679443
	Iteration 0F: 3 clusters Score -4490587 nChanged 16231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 19286 members 
Entering Unmasked Estep 
Score: -4499482.500000 Penalty: 3119.679443
	Iteration 1F: 3 clusters Score -4499482 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -4500073.500000 Penalty: 3119.679443
	Iteration 2Q: 3 clusters Score -4500074 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -4500737.000000 Penalty: 3119.679443
	Iteration 3Q: 3 clusters Score -4500737 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 22444 members 
Entering Unmasked Estep 
Score: -4501633.000000 Penalty: 3119.679443
	Iteration 4Q: 3 clusters Score -4501633 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 24333 members 
Entering Unmasked Estep 
Score: -4502846.500000 Penalty: 3119.679443
	Iteration 5F: 3 clusters Score -4502846 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 26690 members 
Entering Unmasked Estep 
Score: -4504517.500000 Penalty: 3119.679443
	Iteration 6F: 3 clusters Score -4504518 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 29325 members 
Entering Unmasked Estep 
Score: -4506662.500000 Penalty: 3119.679443
	Iteration 7F: 3 clusters Score -4506662 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 31799 members 
Entering Unmasked Estep 
Score: -4508944.500000 Penalty: 3119.679443
	Iteration 8F: 3 clusters Score -4508944 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 33696 members 
Entering Unmasked Estep 
Score: -4510758.000000 Penalty: 3119.679443
	Iteration 9F: 3 clusters Score -4510758 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 34760 members 
Entering Unmasked Estep 
Score: -4511749.500000 Penalty: 3119.679443
	Iteration 10Q: 3 clusters Score -4511750 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 35190 members 
Entering Unmasked Estep 
Score: -4512169.000000 Penalty: 3119.679443
	Iteration 11Q: 3 clusters Score -4512169 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 35357 members 
Entering Unmasked Estep 
Score: -4512357.000000 Penalty: 3119.679443
	Iteration 12Q: 3 clusters Score -4512357 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 35402 members 
Entering Unmasked Estep 
Score: -4512424.000000 Penalty: 3119.679443
	Iteration 13Q: 3 clusters Score -4512424 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 35430 members 
Entering Unmasked Estep 
Score: -4512473.000000 Penalty: 3119.679443
	Iteration 14Q: 3 clusters Score -4512473 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 35448 members 
Entering Unmasked Estep 
Score: -4512502.500000 Penalty: 3119.679443
	Iteration 15Q: 3 clusters Score -4512502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 35455 members 
Entering Unmasked Estep 
Score: -4512519.500000 Penalty: 3119.679443
	Iteration 16Q: 3 clusters Score -4512520 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 35465 members 
Entering Unmasked Estep 
Score: -4512541.000000 Penalty: 3119.679443
	Iteration 17Q: 3 clusters Score -4512541 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 35467 members 
Entering Unmasked Estep 
Score: -4512553.000000 Penalty: 3119.679443
	Iteration 18Q: 3 clusters Score -4512553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 35467 members 
Entering Unmasked Estep 
Score: -4512562.000000 Penalty: 3119.679443
	Iteration 19Q: 3 clusters Score -4512562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 35469 members 
Entering Unmasked Estep 
Score: -4512565.500000 Penalty: 3119.679443
	Iteration 20F: 3 clusters Score -4512566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Entering Unmasked Estep 
Score: -1676823.875000 Penalty: 1419.091675
	Iteration 0F: 2 clusters Score -1676824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1667640.750000 Penalty: 2838.183350
	Iteration 0F: 3 clusters Score -1667641 nChanged 5884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1670962.375000 Penalty: 2838.183350
	Iteration 1F: 3 clusters Score -1670962 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1671555.375000 Penalty: 2838.183350
	Iteration 2F: 3 clusters Score -1671555 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1672138.375000 Penalty: 2838.183350
	Iteration 3F: 3 clusters Score -1672138 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1672721.500000 Penalty: 2838.183350
	Iteration 4F: 3 clusters Score -1672722 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -1673261.750000 Penalty: 2838.183350
	Iteration 5F: 3 clusters Score -1673262 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1673839.500000 Penalty: 2838.183350
	Iteration 6F: 3 clusters Score -1673840 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -1674305.500000 Penalty: 2838.183350
	Iteration 7Q: 3 clusters Score -1674306 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -1674702.375000 Penalty: 2838.183350
	Iteration 8Q: 3 clusters Score -1674702 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -1674997.625000 Penalty: 2838.183350
	Iteration 9Q: 3 clusters Score -1674998 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -1675225.125000 Penalty: 2838.183350
	Iteration 10Q: 3 clusters Score -1675225 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -1675375.125000 Penalty: 2838.183350
	Iteration 11Q: 3 clusters Score -1675375 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -1675456.750000 Penalty: 2838.183350
	Iteration 12Q: 3 clusters Score -1675457 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -1675509.750000 Penalty: 2838.183350
	Iteration 13Q: 3 clusters Score -1675510 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -1675572.000000 Penalty: 2838.183350
	Iteration 14Q: 3 clusters Score -1675572 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -1675622.875000 Penalty: 2838.183350
	Iteration 15Q: 3 clusters Score -1675623 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -1675668.250000 Penalty: 2838.183350
	Iteration 16Q: 3 clusters Score -1675668 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -1675695.500000 Penalty: 2838.183350
	Iteration 17Q: 3 clusters Score -1675696 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -1675744.500000 Penalty: 2838.183350
	Iteration 18Q: 3 clusters Score -1675744 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -1675779.750000 Penalty: 2838.183350
	Iteration 19Q: 3 clusters Score -1675780 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -1675809.000000 Penalty: 2838.183350
	Iteration 20F: 3 clusters Score -1675809 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -1675832.625000 Penalty: 2838.183350
	Iteration 21Q: 3 clusters Score -1675833 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -1675860.750000 Penalty: 2838.183350
	Iteration 22Q: 3 clusters Score -1675861 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -1675876.625000 Penalty: 2838.183350
	Iteration 23Q: 3 clusters Score -1675877 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -1675895.250000 Penalty: 2838.183350
	Iteration 24Q: 3 clusters Score -1675895 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -1675911.500000 Penalty: 2838.183350
	Iteration 25Q: 3 clusters Score -1675912 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -1675921.750000 Penalty: 2838.183350
	Iteration 26Q: 3 clusters Score -1675922 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -1675935.750000 Penalty: 2838.183350
	Iteration 27Q: 3 clusters Score -1675936 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -1675945.625000 Penalty: 2838.183350
	Iteration 28Q: 3 clusters Score -1675946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -1675951.875000 Penalty: 2838.183350
	Iteration 29Q: 3 clusters Score -1675952 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -1675958.625000 Penalty: 2838.183350
	Iteration 30Q: 3 clusters Score -1675959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -1675962.250000 Penalty: 2838.183350
	Iteration 31Q: 3 clusters Score -1675962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -1675959.875000 Penalty: 2838.183350
	Iteration 32Q: 3 clusters Score -1675960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -1675968.250000 Penalty: 2838.183350
	Iteration 33Q: 3 clusters Score -1675968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -1675970.000000 Penalty: 2838.183350
	Iteration 34Q: 3 clusters Score -1675970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -1675972.375000 Penalty: 2838.183350
	Iteration 35Q: 3 clusters Score -1675972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -1675972.625000 Penalty: 2838.183350
	Iteration 36Q: 3 clusters Score -1675973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -1675974.375000 Penalty: 2838.183350
	Iteration 37Q: 3 clusters Score -1675974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -1675976.625000 Penalty: 2838.183350
	Iteration 38Q: 3 clusters Score -1675977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -1675977.000000 Penalty: 2838.183350
	Iteration 39Q: 3 clusters Score -1675977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -1675977.750000 Penalty: 2838.183350
	Iteration 40F: 3 clusters Score -1675978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -1675979.875000 Penalty: 2838.183350
	Iteration 41Q: 3 clusters Score -1675980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -1675979.875000 Penalty: 2838.183350
	Iteration 42Q: 3 clusters Score -1675980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -1675979.875000 Penalty: 2838.183350
	Iteration 43F: 3 clusters Score -1675980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Entering Unmasked Estep 
Score: -667053.187500 Penalty: 1287.558594
	Iteration 0F: 2 clusters Score -667053.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -662889.625000 Penalty: 2575.117188
	Iteration 0F: 3 clusters Score -662889.6 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -664230.375000 Penalty: 2575.117188
	Iteration 1F: 3 clusters Score -664230.4 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -664504.875000 Penalty: 2575.117188
	Iteration 2F: 3 clusters Score -664504.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -664649.312500 Penalty: 2575.117188
	Iteration 3Q: 3 clusters Score -664649.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -664760.312500 Penalty: 2575.117188
	Iteration 4Q: 3 clusters Score -664760.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -664842.437500 Penalty: 2575.117188
	Iteration 5Q: 3 clusters Score -664842.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -664918.125000 Penalty: 2575.117188
	Iteration 6Q: 3 clusters Score -664918.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -664976.937500 Penalty: 2575.117188
	Iteration 7Q: 3 clusters Score -664976.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -665033.687500 Penalty: 2575.117188
	Iteration 8Q: 3 clusters Score -665033.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -665086.125000 Penalty: 2575.117188
	Iteration 9Q: 3 clusters Score -665086.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -665148.187500 Penalty: 2575.117188
	Iteration 10Q: 3 clusters Score -665148.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -665212.250000 Penalty: 2575.117188
	Iteration 11Q: 3 clusters Score -665212.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -665283.750000 Penalty: 2575.117188
	Iteration 12Q: 3 clusters Score -665283.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -665351.625000 Penalty: 2575.117188
	Iteration 13Q: 3 clusters Score -665351.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -665405.937500 Penalty: 2575.117188
	Iteration 14Q: 3 clusters Score -665405.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -665460.562500 Penalty: 2575.117188
	Iteration 15Q: 3 clusters Score -665460.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -665525.187500 Penalty: 2575.117188
	Iteration 16Q: 3 clusters Score -665525.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -665602.500000 Penalty: 2575.117188
	Iteration 17Q: 3 clusters Score -665602.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -665682.250000 Penalty: 2575.117188
	Iteration 18Q: 3 clusters Score -665682.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -665742.187500 Penalty: 2575.117188
	Iteration 19Q: 3 clusters Score -665742.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -665792.312500 Penalty: 2575.117188
	Iteration 20F: 3 clusters Score -665792.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -665841.312500 Penalty: 2575.117188
	Iteration 21Q: 3 clusters Score -665841.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -665888.125000 Penalty: 2575.117188
	Iteration 22Q: 3 clusters Score -665888.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -665932.250000 Penalty: 2575.117188
	Iteration 23Q: 3 clusters Score -665932.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -665968.250000 Penalty: 2575.117188
	Iteration 24Q: 3 clusters Score -665968.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -666007.500000 Penalty: 2575.117188
	Iteration 25Q: 3 clusters Score -666007.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -666047.125000 Penalty: 2575.117188
	Iteration 26Q: 3 clusters Score -666047.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -666080.625000 Penalty: 2575.117188
	Iteration 27Q: 3 clusters Score -666080.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -666101.875000 Penalty: 2575.117188
	Iteration 28Q: 3 clusters Score -666101.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -666121.312500 Penalty: 2575.117188
	Iteration 29Q: 3 clusters Score -666121.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -666130.687500 Penalty: 2575.117188
	Iteration 30Q: 3 clusters Score -666130.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -666136.125000 Penalty: 2575.117188
	Iteration 31Q: 3 clusters Score -666136.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -666139.500000 Penalty: 2575.117188
	Iteration 32Q: 3 clusters Score -666139.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -666143.937500 Penalty: 2575.117188
	Iteration 33Q: 3 clusters Score -666143.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -666149.187500 Penalty: 2575.117188
	Iteration 34Q: 3 clusters Score -666149.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -666154.812500 Penalty: 2575.117188
	Iteration 35Q: 3 clusters Score -666154.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -666159.187500 Penalty: 2575.117188
	Iteration 36Q: 3 clusters Score -666159.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -666161.312500 Penalty: 2575.117188
	Iteration 37Q: 3 clusters Score -666161.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -666161.750000 Penalty: 2575.117188
	Iteration 38Q: 3 clusters Score -666161.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -666164.187500 Penalty: 2575.117188
	Iteration 39Q: 3 clusters Score -666164.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -666164.187500 Penalty: 2575.117188
	Iteration 40F: 3 clusters Score -666164.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (52389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52389 members 
Entering Unmasked Estep 
Score: -6674003.500000 Penalty: 1616.928101
	Iteration 0F: 2 clusters Score -6674004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26185 members 
Mstep: Class 2 contains 26204 members 
Entering Unmasked Estep 
Score: -6641011.000000 Penalty: 3233.856201
	Iteration 0F: 3 clusters Score -6641011 nChanged 24127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26476 members 
Mstep: Class 2 contains 25913 members 
Entering Unmasked Estep 
Score: -6654282.000000 Penalty: 3233.856201
	Iteration 1F: 3 clusters Score -6654282 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26845 members 
Mstep: Class 2 contains 25544 members 
Entering Unmasked Estep 
Score: -6654915.000000 Penalty: 3233.856201
	Iteration 2Q: 3 clusters Score -6654915 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27357 members 
Mstep: Class 2 contains 25032 members 
Entering Unmasked Estep 
Score: -6655537.500000 Penalty: 3233.856201
	Iteration 3Q: 3 clusters Score -6655538 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28023 members 
Mstep: Class 2 contains 24366 members 
Entering Unmasked Estep 
Score: -6656264.500000 Penalty: 3233.856201
	Iteration 4Q: 3 clusters Score -6656264 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28929 members 
Mstep: Class 2 contains 23460 members 
Entering Unmasked Estep 
Score: -6657119.500000 Penalty: 3233.856201
	Iteration 5Q: 3 clusters Score -6657120 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30128 members 
Mstep: Class 2 contains 22261 members 
Entering Unmasked Estep 
Score: -6658263.000000 Penalty: 3233.856201
	Iteration 6Q: 3 clusters Score -6658263 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31651 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -6659607.500000 Penalty: 3233.856201
	Iteration 7F: 3 clusters Score -6659608 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33438 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -6660990.500000 Penalty: 3233.856201
	Iteration 8F: 3 clusters Score -6660990 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35427 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -6662389.000000 Penalty: 3233.856201
	Iteration 9F: 3 clusters Score -6662389 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37532 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -6663671.000000 Penalty: 3233.856201
	Iteration 10F: 3 clusters Score -6663671 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39573 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -6664802.500000 Penalty: 3233.856201
	Iteration 11Q: 3 clusters Score -6664802 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41770 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -6666005.500000 Penalty: 3233.856201
	Iteration 12Q: 3 clusters Score -6666006 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43937 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -6667270.500000 Penalty: 3233.856201
	Iteration 13Q: 3 clusters Score -6667270 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46023 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -6668529.000000 Penalty: 3233.856201
	Iteration 14Q: 3 clusters Score -6668529 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47826 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -6669659.000000 Penalty: 3233.856201
	Iteration 15Q: 3 clusters Score -6669659 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49365 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -6670724.000000 Penalty: 3233.856201
	Iteration 16Q: 3 clusters Score -6670724 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50434 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -6671470.000000 Penalty: 3233.856201
	Iteration 17Q: 3 clusters Score -6671470 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51102 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -6671970.500000 Penalty: 3233.856201
	Iteration 18Q: 3 clusters Score -6671970 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51487 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -6672275.000000 Penalty: 3233.856201
	Iteration 19Q: 3 clusters Score -6672275 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51708 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -6672492.500000 Penalty: 3233.856201
	Iteration 20F: 3 clusters Score -6672492 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51824 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -6672602.500000 Penalty: 3233.856201
	Iteration 21Q: 3 clusters Score -6672602 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51897 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -6672664.000000 Penalty: 3233.856201
	Iteration 22Q: 3 clusters Score -6672664 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51934 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -6672715.500000 Penalty: 3233.856201
	Iteration 23Q: 3 clusters Score -6672716 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51962 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -6672744.000000 Penalty: 3233.856201
	Iteration 24Q: 3 clusters Score -6672744 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51980 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -6672756.000000 Penalty: 3233.856201
	Iteration 25Q: 3 clusters Score -6672756 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51995 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -6672768.500000 Penalty: 3233.856201
	Iteration 26Q: 3 clusters Score -6672768 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52008 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -6672780.500000 Penalty: 3233.856201
	Iteration 27Q: 3 clusters Score -6672780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52014 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -6672782.500000 Penalty: 3233.856201
	Iteration 28Q: 3 clusters Score -6672782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -6672789.000000 Penalty: 3233.856201
	Iteration 29Q: 3 clusters Score -6672789 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52028 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -6672787.500000 Penalty: 3233.856201
	Iteration 30Q: 3 clusters Score -6672788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52034 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -6672800.500000 Penalty: 3233.856201
	Iteration 31Q: 3 clusters Score -6672800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52035 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -6672795.000000 Penalty: 3233.856201
	Iteration 32Q: 3 clusters Score -6672795 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52035 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -6672795.000000 Penalty: 3233.856201
	Iteration 33F: 3 clusters Score -6672795 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (11143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Entering Unmasked Estep 
Score: -1403727.125000 Penalty: 1386.602661
	Iteration 0F: 2 clusters Score -1403727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1396242.750000 Penalty: 2773.205322
	Iteration 0F: 3 clusters Score -1396243 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1398698.000000 Penalty: 2773.205322
	Iteration 1F: 3 clusters Score -1398698 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1398974.625000 Penalty: 2773.205322
	Iteration 2F: 3 clusters Score -1398975 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1399174.125000 Penalty: 2773.205322
	Iteration 3Q: 3 clusters Score -1399174 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1399308.500000 Penalty: 2773.205322
	Iteration 4Q: 3 clusters Score -1399308 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1399422.250000 Penalty: 2773.205322
	Iteration 5Q: 3 clusters Score -1399422 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1399520.000000 Penalty: 2773.205322
	Iteration 6Q: 3 clusters Score -1399520 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1399611.750000 Penalty: 2773.205322
	Iteration 7Q: 3 clusters Score -1399612 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1399720.625000 Penalty: 2773.205322
	Iteration 8Q: 3 clusters Score -1399721 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1399860.750000 Penalty: 2773.205322
	Iteration 9Q: 3 clusters Score -1399861 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1400008.375000 Penalty: 2773.205322
	Iteration 10Q: 3 clusters Score -1400008 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1400173.750000 Penalty: 2773.205322
	Iteration 11Q: 3 clusters Score -1400174 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1400400.500000 Penalty: 2773.205322
	Iteration 12Q: 3 clusters Score -1400400 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1400658.750000 Penalty: 2773.205322
	Iteration 13Q: 3 clusters Score -1400659 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1400971.750000 Penalty: 2773.205322
	Iteration 14Q: 3 clusters Score -1400972 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1401298.750000 Penalty: 2773.205322
	Iteration 15Q: 3 clusters Score -1401299 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1401607.250000 Penalty: 2773.205322
	Iteration 16Q: 3 clusters Score -1401607 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1401883.000000 Penalty: 2773.205322
	Iteration 17Q: 3 clusters Score -1401883 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1402118.625000 Penalty: 2773.205322
	Iteration 18Q: 3 clusters Score -1402119 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1402267.875000 Penalty: 2773.205322
	Iteration 19Q: 3 clusters Score -1402268 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1402381.750000 Penalty: 2773.205322
	Iteration 20F: 3 clusters Score -1402382 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1402456.750000 Penalty: 2773.205322
	Iteration 21Q: 3 clusters Score -1402457 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1402505.000000 Penalty: 2773.205322
	Iteration 22Q: 3 clusters Score -1402505 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1402535.875000 Penalty: 2773.205322
	Iteration 23Q: 3 clusters Score -1402536 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1402554.250000 Penalty: 2773.205322
	Iteration 24Q: 3 clusters Score -1402554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1402567.375000 Penalty: 2773.205322
	Iteration 25Q: 3 clusters Score -1402567 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1402579.375000 Penalty: 2773.205322
	Iteration 26Q: 3 clusters Score -1402579 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1402590.875000 Penalty: 2773.205322
	Iteration 27Q: 3 clusters Score -1402591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1402597.625000 Penalty: 2773.205322
	Iteration 28Q: 3 clusters Score -1402598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1402612.875000 Penalty: 2773.205322
	Iteration 29Q: 3 clusters Score -1402613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1402617.375000 Penalty: 2773.205322
	Iteration 30Q: 3 clusters Score -1402617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1402627.125000 Penalty: 2773.205322
	Iteration 31Q: 3 clusters Score -1402627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1402632.125000 Penalty: 2773.205322
	Iteration 32Q: 3 clusters Score -1402632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1402640.750000 Penalty: 2773.205322
	Iteration 33Q: 3 clusters Score -1402641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1402644.375000 Penalty: 2773.205322
	Iteration 34Q: 3 clusters Score -1402644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1402653.000000 Penalty: 2773.205322
	Iteration 35Q: 3 clusters Score -1402653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1402661.250000 Penalty: 2773.205322
	Iteration 36Q: 3 clusters Score -1402661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1402666.750000 Penalty: 2773.205322
	Iteration 37Q: 3 clusters Score -1402667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1402673.000000 Penalty: 2773.205322
	Iteration 38Q: 3 clusters Score -1402673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1402682.125000 Penalty: 2773.205322
	Iteration 39Q: 3 clusters Score -1402682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1402683.625000 Penalty: 2773.205322
	Iteration 40F: 3 clusters Score -1402684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1402688.500000 Penalty: 2773.205322
	Iteration 41Q: 3 clusters Score -1402688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1402691.000000 Penalty: 2773.205322
	Iteration 42Q: 3 clusters Score -1402691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1402691.000000 Penalty: 2773.205322
	Iteration 43F: 3 clusters Score -1402691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (67414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67414 members 
Entering Unmasked Estep 
Score: -8497065.000000 Penalty: 1654.448853
	Iteration 0F: 2 clusters Score -8497065 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33602 members 
Mstep: Class 2 contains 33812 members 
Entering Unmasked Estep 
Score: -8455809.000000 Penalty: 3308.897705
	Iteration 0F: 3 clusters Score -8455809 nChanged 31357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33179 members 
Mstep: Class 2 contains 34235 members 
Entering Unmasked Estep 
Score: -8473365.000000 Penalty: 3308.897705
	Iteration 1F: 3 clusters Score -8473365 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33148 members 
Mstep: Class 2 contains 34266 members 
Entering Unmasked Estep 
Score: -8474035.000000 Penalty: 3308.897705
	Iteration 2Q: 3 clusters Score -8474035 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33120 members 
Mstep: Class 2 contains 34294 members 
Entering Unmasked Estep 
Score: -8474969.000000 Penalty: 3308.897705
	Iteration 3Q: 3 clusters Score -8474969 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33162 members 
Mstep: Class 2 contains 34252 members 
Entering Unmasked Estep 
Score: -8476059.000000 Penalty: 3308.897705
	Iteration 4Q: 3 clusters Score -8476059 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33311 members 
Mstep: Class 2 contains 34103 members 
Entering Unmasked Estep 
Score: -8477351.000000 Penalty: 3308.897705
	Iteration 5Q: 3 clusters Score -8477351 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33404 members 
Mstep: Class 2 contains 34010 members 
Entering Unmasked Estep 
Score: -8479001.000000 Penalty: 3308.897705
	Iteration 6F: 3 clusters Score -8479001 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33521 members 
Mstep: Class 2 contains 33893 members 
Entering Unmasked Estep 
Score: -8480909.000000 Penalty: 3308.897705
	Iteration 7F: 3 clusters Score -8480909 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33686 members 
Mstep: Class 2 contains 33728 members 
Entering Unmasked Estep 
Score: -8482540.000000 Penalty: 3308.897705
	Iteration 8F: 3 clusters Score -8482540 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33681 members 
Mstep: Class 2 contains 33733 members 
Entering Unmasked Estep 
Score: -8483928.000000 Penalty: 3308.897705
	Iteration 9Q: 3 clusters Score -8483928 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33581 members 
Mstep: Class 2 contains 33833 members 
Entering Unmasked Estep 
Score: -8484930.000000 Penalty: 3308.897705
	Iteration 10Q: 3 clusters Score -8484930 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33312 members 
Mstep: Class 2 contains 34102 members 
Entering Unmasked Estep 
Score: -8485702.000000 Penalty: 3308.897705
	Iteration 11Q: 3 clusters Score -8485702 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32951 members 
Mstep: Class 2 contains 34463 members 
Entering Unmasked Estep 
Score: -8486280.000000 Penalty: 3308.897705
	Iteration 12Q: 3 clusters Score -8486280 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32392 members 
Mstep: Class 2 contains 35022 members 
Entering Unmasked Estep 
Score: -8486748.000000 Penalty: 3308.897705
	Iteration 13Q: 3 clusters Score -8486748 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31701 members 
Mstep: Class 2 contains 35713 members 
Entering Unmasked Estep 
Score: -8487098.000000 Penalty: 3308.897705
	Iteration 14Q: 3 clusters Score -8487098 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30833 members 
Mstep: Class 2 contains 36581 members 
Entering Unmasked Estep 
Score: -8487395.000000 Penalty: 3308.897705
	Iteration 15Q: 3 clusters Score -8487395 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29843 members 
Mstep: Class 2 contains 37571 members 
Entering Unmasked Estep 
Score: -8487605.000000 Penalty: 3308.897705
	Iteration 16Q: 3 clusters Score -8487605 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28664 members 
Mstep: Class 2 contains 38750 members 
Entering Unmasked Estep 
Score: -8487908.000000 Penalty: 3308.897705
	Iteration 17Q: 3 clusters Score -8487908 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27362 members 
Mstep: Class 2 contains 40052 members 
Entering Unmasked Estep 
Score: -8488212.000000 Penalty: 3308.897705
	Iteration 18Q: 3 clusters Score -8488212 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25826 members 
Mstep: Class 2 contains 41588 members 
Entering Unmasked Estep 
Score: -8488565.000000 Penalty: 3308.897705
	Iteration 19Q: 3 clusters Score -8488565 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 43325 members 
Entering Unmasked Estep 
Score: -8489007.000000 Penalty: 3308.897705
	Iteration 20F: 3 clusters Score -8489007 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22166 members 
Mstep: Class 2 contains 45248 members 
Entering Unmasked Estep 
Score: -8489535.000000 Penalty: 3308.897705
	Iteration 21Q: 3 clusters Score -8489535 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 47373 members 
Entering Unmasked Estep 
Score: -8490225.000000 Penalty: 3308.897705
	Iteration 22Q: 3 clusters Score -8490225 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 49636 members 
Entering Unmasked Estep 
Score: -8490933.000000 Penalty: 3308.897705
	Iteration 23Q: 3 clusters Score -8490933 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 51964 members 
Entering Unmasked Estep 
Score: -8491726.000000 Penalty: 3308.897705
	Iteration 24Q: 3 clusters Score -8491726 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 54113 members 
Entering Unmasked Estep 
Score: -8492512.000000 Penalty: 3308.897705
	Iteration 25Q: 3 clusters Score -8492512 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 56034 members 
Entering Unmasked Estep 
Score: -8493193.000000 Penalty: 3308.897705
	Iteration 26Q: 3 clusters Score -8493193 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 57711 members 
Entering Unmasked Estep 
Score: -8493780.000000 Penalty: 3308.897705
	Iteration 27Q: 3 clusters Score -8493780 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 59172 members 
Entering Unmasked Estep 
Score: -8494386.000000 Penalty: 3308.897705
	Iteration 28Q: 3 clusters Score -8494386 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 60397 members 
Entering Unmasked Estep 
Score: -8494836.000000 Penalty: 3308.897705
	Iteration 29Q: 3 clusters Score -8494836 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 61414 members 
Entering Unmasked Estep 
Score: -8495164.000000 Penalty: 3308.897705
	Iteration 30Q: 3 clusters Score -8495164 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 62236 members 
Entering Unmasked Estep 
Score: -8495419.000000 Penalty: 3308.897705
	Iteration 31Q: 3 clusters Score -8495419 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 62847 members 
Entering Unmasked Estep 
Score: -8495575.000000 Penalty: 3308.897705
	Iteration 32Q: 3 clusters Score -8495575 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 63328 members 
Entering Unmasked Estep 
Score: -8495767.000000 Penalty: 3308.897705
	Iteration 33Q: 3 clusters Score -8495767 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 63664 members 
Entering Unmasked Estep 
Score: -8495828.000000 Penalty: 3308.897705
	Iteration 34Q: 3 clusters Score -8495828 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 63941 members 
Entering Unmasked Estep 
Score: -8495928.000000 Penalty: 3308.897705
	Iteration 35Q: 3 clusters Score -8495928 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 64161 members 
Entering Unmasked Estep 
Score: -8495997.000000 Penalty: 3308.897705
	Iteration 36Q: 3 clusters Score -8495997 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 64332 members 
Entering Unmasked Estep 
Score: -8496060.000000 Penalty: 3308.897705
	Iteration 37Q: 3 clusters Score -8496060 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 64477 members 
Entering Unmasked Estep 
Score: -8496112.000000 Penalty: 3308.897705
	Iteration 38Q: 3 clusters Score -8496112 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 64613 members 
Entering Unmasked Estep 
Score: -8496143.000000 Penalty: 3308.897705
	Iteration 39Q: 3 clusters Score -8496143 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 64730 members 
Entering Unmasked Estep 
Score: -8496183.000000 Penalty: 3308.897705
	Iteration 40F: 3 clusters Score -8496183 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 64826 members 
Entering Unmasked Estep 
Score: -8496203.000000 Penalty: 3308.897705
	Iteration 41Q: 3 clusters Score -8496203 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 64911 members 
Entering Unmasked Estep 
Score: -8496230.000000 Penalty: 3308.897705
	Iteration 42Q: 3 clusters Score -8496230 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 64975 members 
Entering Unmasked Estep 
Score: -8496255.000000 Penalty: 3308.897705
	Iteration 43Q: 3 clusters Score -8496255 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 65047 members 
Entering Unmasked Estep 
Score: -8496285.000000 Penalty: 3308.897705
	Iteration 44Q: 3 clusters Score -8496285 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 65099 members 
Entering Unmasked Estep 
Score: -8496305.000000 Penalty: 3308.897705
	Iteration 45Q: 3 clusters Score -8496305 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 65143 members 
Entering Unmasked Estep 
Score: -8496334.000000 Penalty: 3308.897705
	Iteration 46Q: 3 clusters Score -8496334 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 65186 members 
Entering Unmasked Estep 
Score: -8496341.000000 Penalty: 3308.897705
	Iteration 47Q: 3 clusters Score -8496341 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 65212 members 
Entering Unmasked Estep 
Score: -8496363.000000 Penalty: 3308.897705
	Iteration 48Q: 3 clusters Score -8496363 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 65239 members 
Entering Unmasked Estep 
Score: -8496373.000000 Penalty: 3308.897705
	Iteration 49Q: 3 clusters Score -8496373 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 65267 members 
Entering Unmasked Estep 
Score: -8496382.000000 Penalty: 3308.897705
	Iteration 50Q: 3 clusters Score -8496382 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 65294 members 
Entering Unmasked Estep 
Score: -8496409.000000 Penalty: 3308.897705
	Iteration 51Q: 3 clusters Score -8496409 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 65326 members 
Entering Unmasked Estep 
Score: -8496437.000000 Penalty: 3308.897705
	Iteration 52Q: 3 clusters Score -8496437 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 65349 members 
Entering Unmasked Estep 
Score: -8496446.000000 Penalty: 3308.897705
	Iteration 53Q: 3 clusters Score -8496446 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 65375 members 
Entering Unmasked Estep 
Score: -8496457.000000 Penalty: 3308.897705
	Iteration 54Q: 3 clusters Score -8496457 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 65388 members 
Entering Unmasked Estep 
Score: -8496461.000000 Penalty: 3308.897705
	Iteration 55Q: 3 clusters Score -8496461 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 65405 members 
Entering Unmasked Estep 
Score: -8496480.000000 Penalty: 3308.897705
	Iteration 56Q: 3 clusters Score -8496480 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 65424 members 
Entering Unmasked Estep 
Score: -8496485.000000 Penalty: 3308.897705
	Iteration 57Q: 3 clusters Score -8496485 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 65445 members 
Entering Unmasked Estep 
Score: -8496494.000000 Penalty: 3308.897705
	Iteration 58Q: 3 clusters Score -8496494 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 65465 members 
Entering Unmasked Estep 
Score: -8496507.000000 Penalty: 3308.897705
	Iteration 59Q: 3 clusters Score -8496507 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 65474 members 
Entering Unmasked Estep 
Score: -8496514.000000 Penalty: 3308.897705
	Iteration 60F: 3 clusters Score -8496514 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 65481 members 
Entering Unmasked Estep 
Score: -8496519.000000 Penalty: 3308.897705
	Iteration 61Q: 3 clusters Score -8496519 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 65481 members 
Entering Unmasked Estep 
Score: -8496527.000000 Penalty: 3308.897705
	Iteration 62Q: 3 clusters Score -8496527 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 65484 members 
Entering Unmasked Estep 
Score: -8496546.000000 Penalty: 3308.897705
	Iteration 63Q: 3 clusters Score -8496546 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 65482 members 
Entering Unmasked Estep 
Score: -8496545.000000 Penalty: 3308.897705
	Iteration 64Q: 3 clusters Score -8496545 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 65480 members 
Entering Unmasked Estep 
Score: -8496557.000000 Penalty: 3308.897705
	Iteration 65Q: 3 clusters Score -8496557 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 65485 members 
Entering Unmasked Estep 
Score: -8496566.000000 Penalty: 3308.897705
	Iteration 66Q: 3 clusters Score -8496566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 65493 members 
Entering Unmasked Estep 
Score: -8496567.000000 Penalty: 3308.897705
	Iteration 67Q: 3 clusters Score -8496567 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 65499 members 
Entering Unmasked Estep 
Score: -8496574.000000 Penalty: 3308.897705
	Iteration 68Q: 3 clusters Score -8496574 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 65513 members 
Entering Unmasked Estep 
Score: -8496579.000000 Penalty: 3308.897705
	Iteration 69Q: 3 clusters Score -8496579 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 65529 members 
Entering Unmasked Estep 
Score: -8496587.000000 Penalty: 3308.897705
	Iteration 70Q: 3 clusters Score -8496587 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 65555 members 
Entering Unmasked Estep 
Score: -8496610.000000 Penalty: 3308.897705
	Iteration 71Q: 3 clusters Score -8496610 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 65572 members 
Entering Unmasked Estep 
Score: -8496613.000000 Penalty: 3308.897705
	Iteration 72Q: 3 clusters Score -8496613 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 65576 members 
Entering Unmasked Estep 
Score: -8496609.000000 Penalty: 3308.897705
	Iteration 73Q: 3 clusters Score -8496609 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 65584 members 
Entering Unmasked Estep 
Score: -8496625.000000 Penalty: 3308.897705
	Iteration 74Q: 3 clusters Score -8496625 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 65583 members 
Entering Unmasked Estep 
Score: -8496633.000000 Penalty: 3308.897705
	Iteration 75Q: 3 clusters Score -8496633 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 65588 members 
Entering Unmasked Estep 
Score: -8496642.000000 Penalty: 3308.897705
	Iteration 76Q: 3 clusters Score -8496642 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 65596 members 
Entering Unmasked Estep 
Score: -8496643.000000 Penalty: 3308.897705
	Iteration 77Q: 3 clusters Score -8496643 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 65607 members 
Entering Unmasked Estep 
Score: -8496649.000000 Penalty: 3308.897705
	Iteration 78Q: 3 clusters Score -8496649 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 65613 members 
Entering Unmasked Estep 
Score: -8496656.000000 Penalty: 3308.897705
	Iteration 79Q: 3 clusters Score -8496656 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 65624 members 
Entering Unmasked Estep 
Score: -8496652.000000 Penalty: 3308.897705
	Iteration 80F: 3 clusters Score -8496652 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 65634 members 
Entering Unmasked Estep 
Score: -8496657.000000 Penalty: 3308.897705
	Iteration 81Q: 3 clusters Score -8496657 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 65646 members 
Entering Unmasked Estep 
Score: -8496655.000000 Penalty: 3308.897705
	Iteration 82Q: 3 clusters Score -8496655 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 65656 members 
Entering Unmasked Estep 
Score: -8496667.000000 Penalty: 3308.897705
	Iteration 83Q: 3 clusters Score -8496667 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 65661 members 
Entering Unmasked Estep 
Score: -8496670.000000 Penalty: 3308.897705
	Iteration 84Q: 3 clusters Score -8496670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 65663 members 
Entering Unmasked Estep 
Score: -8496672.000000 Penalty: 3308.897705
	Iteration 85Q: 3 clusters Score -8496672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 65663 members 
Entering Unmasked Estep 
Score: -8496683.000000 Penalty: 3308.897705
	Iteration 86Q: 3 clusters Score -8496683 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 65663 members 
Entering Unmasked Estep 
Score: -8496676.000000 Penalty: 3308.897705
	Iteration 87Q: 3 clusters Score -8496676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 65661 members 
Entering Unmasked Estep 
Score: -8496670.000000 Penalty: 3308.897705
	Iteration 88Q: 3 clusters Score -8496670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 65660 members 
Entering Unmasked Estep 
Score: -8496683.000000 Penalty: 3308.897705
	Iteration 89Q: 3 clusters Score -8496683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 65657 members 
Entering Unmasked Estep 
Score: -8496687.000000 Penalty: 3308.897705
	Iteration 90Q: 3 clusters Score -8496687 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 65658 members 
Entering Unmasked Estep 
Score: -8496686.000000 Penalty: 3308.897705
	Iteration 91Q: 3 clusters Score -8496686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 65658 members 
Entering Unmasked Estep 
Score: -8496688.000000 Penalty: 3308.897705
	Iteration 92Q: 3 clusters Score -8496688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 65659 members 
Entering Unmasked Estep 
Score: -8496696.000000 Penalty: 3308.897705
	Iteration 93Q: 3 clusters Score -8496696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 65660 members 
Entering Unmasked Estep 
Score: -8496699.000000 Penalty: 3308.897705
	Iteration 94Q: 3 clusters Score -8496699 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 65664 members 
Entering Unmasked Estep 
Score: -8496698.000000 Penalty: 3308.897705
	Iteration 95Q: 3 clusters Score -8496698 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 65665 members 
Entering Unmasked Estep 
Score: -8496706.000000 Penalty: 3308.897705
	Iteration 96Q: 3 clusters Score -8496706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 65667 members 
Entering Unmasked Estep 
Score: -8496697.000000 Penalty: 3308.897705
	Iteration 97Q: 3 clusters Score -8496697 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 65666 members 
Entering Unmasked Estep 
Score: -8496705.000000 Penalty: 3308.897705
	Iteration 98Q: 3 clusters Score -8496705 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 65666 members 
Entering Unmasked Estep 
Score: -8496707.000000 Penalty: 3308.897705
	Iteration 99Q: 3 clusters Score -8496707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 65667 members 
Entering Unmasked Estep 
Score: -8496707.000000 Penalty: 3308.897705
	Iteration 100F: 3 clusters Score -8496707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 65665 members 
Entering Unmasked Estep 
Score: -8496699.000000 Penalty: 3308.897705
	Iteration 101Q: 3 clusters Score -8496699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 65665 members 
Entering Unmasked Estep 
Score: -8496698.000000 Penalty: 3308.897705
	Iteration 102Q: 3 clusters Score -8496698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 65662 members 
Entering Unmasked Estep 
Score: -8496697.000000 Penalty: 3308.897705
	Iteration 103Q: 3 clusters Score -8496697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 65658 members 
Entering Unmasked Estep 
Score: -8496701.000000 Penalty: 3308.897705
	Iteration 104Q: 3 clusters Score -8496701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 65659 members 
Entering Unmasked Estep 
Score: -8496704.000000 Penalty: 3308.897705
	Iteration 105Q: 3 clusters Score -8496704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 65659 members 
Entering Unmasked Estep 
Score: -8496704.000000 Penalty: 3308.897705
	Iteration 106F: 3 clusters Score -8496704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Entering Unmasked Estep 
Score: -26115.619141 Penalty: 896.289001
	Iteration 0F: 2 clusters Score -26115.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -25342.339844 Penalty: 1792.578003
	Iteration 0F: 3 clusters Score -25342.34 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -25659.957031 Penalty: 1792.578003
	Iteration 1F: 3 clusters Score -25659.96 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -25841.914062 Penalty: 1792.578003
	Iteration 2F: 3 clusters Score -25841.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -25970.513672 Penalty: 1792.578003
	Iteration 3F: 3 clusters Score -25970.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -26014.175781 Penalty: 1792.578003
	Iteration 4Q: 3 clusters Score -26014.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -26077.978516 Penalty: 1792.578003
	Iteration 5Q: 3 clusters Score -26077.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -26104.373047 Penalty: 1792.578003
	Iteration 6Q: 3 clusters Score -26104.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -26131.869141 Penalty: 1792.578003
	Iteration 7Q: 3 clusters Score -26131.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -26131.869141 Penalty: 1792.578003
	Iteration 8F: 3 clusters Score -26131.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 11978 members 
Mstep: Class 3 contains 1718 members 
Mstep: Class 4 contains 40118 members 
Mstep: Class 5 contains 10098 members 
Mstep: Class 6 contains 38319 members 
Mstep: Class 7 contains 31587 members 
Mstep: Class 8 contains 4133 members 
Mstep: Class 9 contains 6914 members 
Mstep: Class 10 contains 8639 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 21778 members 
Mstep: Class 13 contains 15070 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 3871 members 
Mstep: Class 17 contains 51329 members 
Mstep: Class 18 contains 36472 members 
Mstep: Class 19 contains 21961 members 
Mstep: Class 20 contains 7184 members 
Mstep: Class 21 contains 19728 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35696 members 
Mstep: Class 25 contains 13862 members 
Mstep: Class 26 contains 5727 members 
Mstep: Class 27 contains 52389 members 
Mstep: Class 28 contains 11143 members 
Mstep: Class 29 contains 67414 members 
Mstep: Class 30 contains 246 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16043 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 62306 members 
Mstep: Class 37 contains 416 members 
Mstep: Class 38 contains 9143 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20716 members 
Mstep: Class 42 contains 8784 members 
Mstep: Class 43 contains 257 members 
Mstep: Class 44 contains 167 members 
Entering Unmasked Estep 
Score: -80995112.000000 Penalty: 87800.648438
Splitting cluster 30 changes total score from -80996248.000000 to -80995112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Entering Unmasked Estep 
Score: -43557.585938 Penalty: 887.380615
	Iteration 0F: 2 clusters Score -43557.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -42732.910156 Penalty: 1774.761230
	Iteration 0F: 3 clusters Score -42732.91 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -42854.742188 Penalty: 1774.761230
	Iteration 1F: 3 clusters Score -42854.74 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -43003.558594 Penalty: 1774.761230
	Iteration 2Q: 3 clusters Score -43003.56 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -43159.304688 Penalty: 1774.761230
	Iteration 3Q: 3 clusters Score -43159.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -43230.578125 Penalty: 1774.761230
	Iteration 4F: 3 clusters Score -43230.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -43278.523438 Penalty: 1774.761230
	Iteration 5Q: 3 clusters Score -43278.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -43287.750000 Penalty: 1774.761230
	Iteration 6Q: 3 clusters Score -43287.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -43303.949219 Penalty: 1774.761230
	Iteration 7Q: 3 clusters Score -43303.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -43314.742188 Penalty: 1774.761230
	Iteration 8Q: 3 clusters Score -43314.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -43321.187500 Penalty: 1774.761230
	Iteration 9Q: 3 clusters Score -43321.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -43329.878906 Penalty: 1774.761230
	Iteration 10Q: 3 clusters Score -43329.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -43329.878906 Penalty: 1774.761230
	Iteration 11F: 3 clusters Score -43329.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (16043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Entering Unmasked Estep 
Score: -2029767.250000 Penalty: 1440.834595
	Iteration 0F: 2 clusters Score -2029767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -2019108.250000 Penalty: 2881.669189
	Iteration 0F: 3 clusters Score -2019108 nChanged 7002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -2022845.000000 Penalty: 2881.669189
	Iteration 1F: 3 clusters Score -2022845 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -2023272.250000 Penalty: 2881.669189
	Iteration 2F: 3 clusters Score -2023272 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -2023602.625000 Penalty: 2881.669189
	Iteration 3F: 3 clusters Score -2023603 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -2023881.250000 Penalty: 2881.669189
	Iteration 4Q: 3 clusters Score -2023881 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -2024167.500000 Penalty: 2881.669189
	Iteration 5Q: 3 clusters Score -2024168 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -2024503.125000 Penalty: 2881.669189
	Iteration 6Q: 3 clusters Score -2024503 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -2024927.500000 Penalty: 2881.669189
	Iteration 7Q: 3 clusters Score -2024928 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -2025459.375000 Penalty: 2881.669189
	Iteration 8F: 3 clusters Score -2025459 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -2026081.125000 Penalty: 2881.669189
	Iteration 9F: 3 clusters Score -2026081 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -2026712.625000 Penalty: 2881.669189
	Iteration 10F: 3 clusters Score -2026713 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -2027319.750000 Penalty: 2881.669189
	Iteration 11Q: 3 clusters Score -2027320 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -2027770.625000 Penalty: 2881.669189
	Iteration 12Q: 3 clusters Score -2027771 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -2028080.125000 Penalty: 2881.669189
	Iteration 13Q: 3 clusters Score -2028080 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -2028260.875000 Penalty: 2881.669189
	Iteration 14Q: 3 clusters Score -2028261 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -2028370.375000 Penalty: 2881.669189
	Iteration 15Q: 3 clusters Score -2028370 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -2028437.500000 Penalty: 2881.669189
	Iteration 16Q: 3 clusters Score -2028438 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -2028476.500000 Penalty: 2881.669189
	Iteration 17Q: 3 clusters Score -2028476 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -2028506.000000 Penalty: 2881.669189
	Iteration 18Q: 3 clusters Score -2028506 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -2028520.875000 Penalty: 2881.669189
	Iteration 19Q: 3 clusters Score -2028521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -2028526.625000 Penalty: 2881.669189
	Iteration 20F: 3 clusters Score -2028527 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -2028538.375000 Penalty: 2881.669189
	Iteration 21Q: 3 clusters Score -2028538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -2028539.500000 Penalty: 2881.669189
	Iteration 22Q: 3 clusters Score -2028540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -2028543.625000 Penalty: 2881.669189
	Iteration 23Q: 3 clusters Score -2028544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -2028549.750000 Penalty: 2881.669189
	Iteration 24Q: 3 clusters Score -2028550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -2028557.875000 Penalty: 2881.669189
	Iteration 25Q: 3 clusters Score -2028558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -2028559.500000 Penalty: 2881.669189
	Iteration 26Q: 3 clusters Score -2028560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -2028560.875000 Penalty: 2881.669189
	Iteration 27Q: 3 clusters Score -2028561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -2028562.250000 Penalty: 2881.669189
	Iteration 28Q: 3 clusters Score -2028562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -2028562.250000 Penalty: 2881.669189
	Iteration 29F: 3 clusters Score -2028562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Entering Unmasked Estep 
Score: -140661.656250 Penalty: 1053.382690
	Iteration 0F: 2 clusters Score -140661.7 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 593 members 
Entering Unmasked Estep 
Score: -139304.250000 Penalty: 2106.765381
	Iteration 0F: 3 clusters Score -139304.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -139638.046875 Penalty: 2106.765381
	Iteration 1F: 3 clusters Score -139638 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -139724.828125 Penalty: 2106.765381
	Iteration 2F: 3 clusters Score -139724.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -139761.265625 Penalty: 2106.765381
	Iteration 3Q: 3 clusters Score -139761.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -139788.984375 Penalty: 2106.765381
	Iteration 4Q: 3 clusters Score -139789 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -139799.078125 Penalty: 2106.765381
	Iteration 5Q: 3 clusters Score -139799.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -139804.250000 Penalty: 2106.765381
	Iteration 6Q: 3 clusters Score -139804.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -139808.343750 Penalty: 2106.765381
	Iteration 7Q: 3 clusters Score -139808.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -139811.015625 Penalty: 2106.765381
	Iteration 8Q: 3 clusters Score -139811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -139813.656250 Penalty: 2106.765381
	Iteration 9Q: 3 clusters Score -139813.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -139813.890625 Penalty: 2106.765381
	Iteration 10Q: 3 clusters Score -139813.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -139813.890625 Penalty: 2106.765381
	Iteration 11F: 3 clusters Score -139813.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (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: -127422.687500 Penalty: 1044.870117
	Iteration 0F: 2 clusters Score -127422.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -126081.421875 Penalty: 2089.740234
	Iteration 0F: 3 clusters Score -126081.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -126381.023438 Penalty: 2089.740234
	Iteration 1F: 3 clusters Score -126381 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -126460.179688 Penalty: 2089.740234
	Iteration 2F: 3 clusters Score -126460.2 nChanged 26
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: -126494.140625 Penalty: 2089.740234
	Iteration 3Q: 3 clusters Score -126494.1 nChanged 20
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: -126515.242188 Penalty: 2089.740234
	Iteration 4Q: 3 clusters Score -126515.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -126525.921875 Penalty: 2089.740234
	Iteration 5Q: 3 clusters Score -126525.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -126533.328125 Penalty: 2089.740234
	Iteration 6Q: 3 clusters Score -126533.3 nChanged 7
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: -126542.804688 Penalty: 2089.740234
	Iteration 7Q: 3 clusters Score -126542.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -126548.898438 Penalty: 2089.740234
	Iteration 8Q: 3 clusters Score -126548.9 nChanged 7
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: -126557.210938 Penalty: 2089.740234
	Iteration 9Q: 3 clusters Score -126557.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -126563.796875 Penalty: 2089.740234
	Iteration 10Q: 3 clusters Score -126563.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -126566.453125 Penalty: 2089.740234
	Iteration 11Q: 3 clusters Score -126566.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -126568.523438 Penalty: 2089.740234
	Iteration 12Q: 3 clusters Score -126568.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -126568.523438 Penalty: 2089.740234
	Iteration 13F: 3 clusters Score -126568.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Entering Unmasked Estep 
Score: -24701.560547 Penalty: 830.824219
	Iteration 0F: 2 clusters Score -24701.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -24053.343750 Penalty: 1661.648438
	Iteration 0F: 3 clusters Score -24053.34 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -24127.285156 Penalty: 1661.648438
	Iteration 1F: 3 clusters Score -24127.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -24139.974609 Penalty: 1661.648438
	Iteration 2Q: 3 clusters Score -24139.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -24146.691406 Penalty: 1661.648438
	Iteration 3Q: 3 clusters Score -24146.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -24146.691406 Penalty: 1661.648438
	Iteration 4F: 3 clusters Score -24146.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (62306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62306 members 
Entering Unmasked Estep 
Score: -7948956.000000 Penalty: 1642.724243
	Iteration 0F: 2 clusters Score -7948956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31205 members 
Mstep: Class 2 contains 31101 members 
Entering Unmasked Estep 
Score: -7910384.000000 Penalty: 3285.448486
	Iteration 0F: 3 clusters Score -7910384 nChanged 28963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31476 members 
Mstep: Class 2 contains 30830 members 
Entering Unmasked Estep 
Score: -7926442.500000 Penalty: 3285.448486
	Iteration 1F: 3 clusters Score -7926442 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31799 members 
Mstep: Class 2 contains 30507 members 
Entering Unmasked Estep 
Score: -7927006.000000 Penalty: 3285.448486
	Iteration 2Q: 3 clusters Score -7927006 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32257 members 
Mstep: Class 2 contains 30049 members 
Entering Unmasked Estep 
Score: -7927524.000000 Penalty: 3285.448486
	Iteration 3Q: 3 clusters Score -7927524 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33014 members 
Mstep: Class 2 contains 29292 members 
Entering Unmasked Estep 
Score: -7928126.000000 Penalty: 3285.448486
	Iteration 4Q: 3 clusters Score -7928126 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34073 members 
Mstep: Class 2 contains 28233 members 
Entering Unmasked Estep 
Score: -7928816.000000 Penalty: 3285.448486
	Iteration 5Q: 3 clusters Score -7928816 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35623 members 
Mstep: Class 2 contains 26683 members 
Entering Unmasked Estep 
Score: -7929753.000000 Penalty: 3285.448486
	Iteration 6Q: 3 clusters Score -7929753 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37768 members 
Mstep: Class 2 contains 24538 members 
Entering Unmasked Estep 
Score: -7931067.000000 Penalty: 3285.448486
	Iteration 7Q: 3 clusters Score -7931067 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40598 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
Score: -7932873.000000 Penalty: 3285.448486
	Iteration 8F: 3 clusters Score -7932873 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43992 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -7935131.500000 Penalty: 3285.448486
	Iteration 9F: 3 clusters Score -7935132 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47724 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -7937611.000000 Penalty: 3285.448486
	Iteration 10F: 3 clusters Score -7937611 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51505 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -7940234.500000 Penalty: 3285.448486
	Iteration 11F: 3 clusters Score -7940234 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54786 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -7942441.500000 Penalty: 3285.448486
	Iteration 12F: 3 clusters Score -7942442 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57325 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -7944204.000000 Penalty: 3285.448486
	Iteration 13Q: 3 clusters Score -7944204 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59133 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -7945567.000000 Penalty: 3285.448486
	Iteration 14Q: 3 clusters Score -7945567 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60293 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -7946363.500000 Penalty: 3285.448486
	Iteration 15Q: 3 clusters Score -7946364 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60959 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -7946818.000000 Penalty: 3285.448486
	Iteration 16Q: 3 clusters Score -7946818 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61304 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -7947103.000000 Penalty: 3285.448486
	Iteration 17Q: 3 clusters Score -7947103 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61512 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -7947290.500000 Penalty: 3285.448486
	Iteration 18Q: 3 clusters Score -7947290 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61630 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -7947395.000000 Penalty: 3285.448486
	Iteration 19Q: 3 clusters Score -7947395 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61696 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -7947477.500000 Penalty: 3285.448486
	Iteration 20F: 3 clusters Score -7947478 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61743 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -7947525.000000 Penalty: 3285.448486
	Iteration 21Q: 3 clusters Score -7947525 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61779 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -7947553.000000 Penalty: 3285.448486
	Iteration 22Q: 3 clusters Score -7947553 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61811 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -7947579.500000 Penalty: 3285.448486
	Iteration 23Q: 3 clusters Score -7947580 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61829 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -7947596.000000 Penalty: 3285.448486
	Iteration 24Q: 3 clusters Score -7947596 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61841 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -7947616.000000 Penalty: 3285.448486
	Iteration 25Q: 3 clusters Score -7947616 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61850 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -7947628.000000 Penalty: 3285.448486
	Iteration 26Q: 3 clusters Score -7947628 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61860 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -7947638.000000 Penalty: 3285.448486
	Iteration 27Q: 3 clusters Score -7947638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61872 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -7947656.500000 Penalty: 3285.448486
	Iteration 28Q: 3 clusters Score -7947656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61877 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -7947660.500000 Penalty: 3285.448486
	Iteration 29Q: 3 clusters Score -7947660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61884 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -7947666.000000 Penalty: 3285.448486
	Iteration 30Q: 3 clusters Score -7947666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61887 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -7947664.500000 Penalty: 3285.448486
	Iteration 31Q: 3 clusters Score -7947664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61890 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -7947669.000000 Penalty: 3285.448486
	Iteration 32Q: 3 clusters Score -7947669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61892 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -7947672.500000 Penalty: 3285.448486
	Iteration 33Q: 3 clusters Score -7947672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61891 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -7947671.500000 Penalty: 3285.448486
	Iteration 34Q: 3 clusters Score -7947672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61890 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -7947669.500000 Penalty: 3285.448486
	Iteration 35Q: 3 clusters Score -7947670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61890 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -7947669.500000 Penalty: 3285.448486
	Iteration 36F: 3 clusters Score -7947670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Entering Unmasked Estep 
Score: -32535.533203 Penalty: 897.366028
	Iteration 0F: 2 clusters Score -32535.53 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 210 members 
Entering Unmasked Estep 
Score: -31820.226562 Penalty: 1794.732056
	Iteration 0F: 3 clusters Score -31820.23 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -32281.982422 Penalty: 1794.732056
	Iteration 1F: 3 clusters Score -32281.98 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -32526.535156 Penalty: 1794.732056
	Iteration 2F: 3 clusters Score -32526.54 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -32656.878906 Penalty: 1794.732056
	Iteration 3Q: 3 clusters Score -32656.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -32772.578125 Penalty: 1794.732056
	Iteration 4Q: 3 clusters Score -32772.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -32857.769531 Penalty: 1794.732056
	Iteration 5Q: 3 clusters Score -32857.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -32892.710938 Penalty: 1794.732056
	Iteration 6Q: 3 clusters Score -32892.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -32975.054688 Penalty: 1794.732056
	Iteration 7Q: 3 clusters Score -32975.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -32975.054688 Penalty: 1794.732056
	Iteration 8F: 3 clusters Score -32975.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 11978 members 
Mstep: Class 3 contains 1718 members 
Mstep: Class 4 contains 40118 members 
Mstep: Class 5 contains 10098 members 
Mstep: Class 6 contains 38319 members 
Mstep: Class 7 contains 31587 members 
Mstep: Class 8 contains 4133 members 
Mstep: Class 9 contains 6914 members 
Mstep: Class 10 contains 8639 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 21778 members 
Mstep: Class 13 contains 15070 members 
Mstep: Class 14 contains 11428 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 3871 members 
Mstep: Class 17 contains 51329 members 
Mstep: Class 18 contains 36472 members 
Mstep: Class 19 contains 21961 members 
Mstep: Class 20 contains 7184 members 
Mstep: Class 21 contains 19728 members 
Mstep: Class 22 contains 718 members 
Mstep: Class 23 contains 136 members 
Mstep: Class 24 contains 35696 members 
Mstep: Class 25 contains 13862 members 
Mstep: Class 26 contains 5727 members 
Mstep: Class 27 contains 52389 members 
Mstep: Class 28 contains 11143 members 
Mstep: Class 29 contains 67414 members 
Mstep: Class 30 contains 413 members 
Mstep: Class 31 contains 389 members 
Mstep: Class 32 contains 16043 members 
Mstep: Class 33 contains 1187 members 
Mstep: Class 34 contains 1121 members 
Mstep: Class 35 contains 266 members 
Mstep: Class 36 contains 62306 members 
Mstep: Class 37 contains 169 members 
Mstep: Class 38 contains 9143 members 
Mstep: Class 39 contains 295 members 
Mstep: Class 40 contains 266 members 
Mstep: Class 41 contains 20716 members 
Mstep: Class 42 contains 8784 members 
Mstep: Class 43 contains 257 members 
Mstep: Class 44 contains 247 members 
Entering Unmasked Estep 
Score: -80995672.000000 Penalty: 87800.648438
Splitting cluster 37 changes total score from -80996248.000000 to -80995672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (9143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Entering Unmasked Estep 
Score: -1160360.750000 Penalty: 1357.166748
	Iteration 0F: 2 clusters Score -1160361 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1154119.625000 Penalty: 2714.333496
	Iteration 0F: 3 clusters Score -1154120 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1156142.125000 Penalty: 2714.333496
	Iteration 1F: 3 clusters Score -1156142 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1156374.125000 Penalty: 2714.333496
	Iteration 2F: 3 clusters Score -1156374 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1156533.250000 Penalty: 2714.333496
	Iteration 3Q: 3 clusters Score -1156533 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1156635.375000 Penalty: 2714.333496
	Iteration 4Q: 3 clusters Score -1156635 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1156710.875000 Penalty: 2714.333496
	Iteration 5Q: 3 clusters Score -1156711 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1156778.875000 Penalty: 2714.333496
	Iteration 6Q: 3 clusters Score -1156779 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1156828.250000 Penalty: 2714.333496
	Iteration 7Q: 3 clusters Score -1156828 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1156876.875000 Penalty: 2714.333496
	Iteration 8Q: 3 clusters Score -1156877 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1156918.625000 Penalty: 2714.333496
	Iteration 9Q: 3 clusters Score -1156919 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1156959.875000 Penalty: 2714.333496
	Iteration 10Q: 3 clusters Score -1156960 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1156996.500000 Penalty: 2714.333496
	Iteration 11Q: 3 clusters Score -1156996 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1157050.000000 Penalty: 2714.333496
	Iteration 12Q: 3 clusters Score -1157050 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1157104.250000 Penalty: 2714.333496
	Iteration 13Q: 3 clusters Score -1157104 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1157153.875000 Penalty: 2714.333496
	Iteration 14Q: 3 clusters Score -1157154 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1157203.500000 Penalty: 2714.333496
	Iteration 15Q: 3 clusters Score -1157204 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1157251.750000 Penalty: 2714.333496
	Iteration 16Q: 3 clusters Score -1157252 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1157315.000000 Penalty: 2714.333496
	Iteration 17Q: 3 clusters Score -1157315 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1157377.750000 Penalty: 2714.333496
	Iteration 18Q: 3 clusters Score -1157378 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1157457.625000 Penalty: 2714.333496
	Iteration 19Q: 3 clusters Score -1157458 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1157564.875000 Penalty: 2714.333496
	Iteration 20F: 3 clusters Score -1157565 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1157707.000000 Penalty: 2714.333496
	Iteration 21Q: 3 clusters Score -1157707 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1157875.375000 Penalty: 2714.333496
	Iteration 22Q: 3 clusters Score -1157875 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1158055.375000 Penalty: 2714.333496
	Iteration 23Q: 3 clusters Score -1158055 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1158266.000000 Penalty: 2714.333496
	Iteration 24Q: 3 clusters Score -1158266 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1158486.250000 Penalty: 2714.333496
	Iteration 25Q: 3 clusters Score -1158486 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1158683.375000 Penalty: 2714.333496
	Iteration 26Q: 3 clusters Score -1158683 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1158832.500000 Penalty: 2714.333496
	Iteration 27Q: 3 clusters Score -1158832 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1158943.125000 Penalty: 2714.333496
	Iteration 28Q: 3 clusters Score -1158943 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1159032.625000 Penalty: 2714.333496
	Iteration 29Q: 3 clusters Score -1159033 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1159090.875000 Penalty: 2714.333496
	Iteration 30Q: 3 clusters Score -1159091 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1159134.875000 Penalty: 2714.333496
	Iteration 31Q: 3 clusters Score -1159135 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1159187.875000 Penalty: 2714.333496
	Iteration 32Q: 3 clusters Score -1159188 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1159223.000000 Penalty: 2714.333496
	Iteration 33Q: 3 clusters Score -1159223 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1159240.250000 Penalty: 2714.333496
	Iteration 34Q: 3 clusters Score -1159240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1159250.000000 Penalty: 2714.333496
	Iteration 35Q: 3 clusters Score -1159250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1159256.500000 Penalty: 2714.333496
	Iteration 36Q: 3 clusters Score -1159256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1159264.750000 Penalty: 2714.333496
	Iteration 37Q: 3 clusters Score -1159265 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1159273.375000 Penalty: 2714.333496
	Iteration 38Q: 3 clusters Score -1159273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1159276.750000 Penalty: 2714.333496
	Iteration 39Q: 3 clusters Score -1159277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1159279.875000 Penalty: 2714.333496
	Iteration 40F: 3 clusters Score -1159280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1159281.875000 Penalty: 2714.333496
	Iteration 41Q: 3 clusters Score -1159282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1159281.875000 Penalty: 2714.333496
	Iteration 42F: 3 clusters Score -1159282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Entering Unmasked Estep 
Score: -26403.701172 Penalty: 846.221985
	Iteration 0F: 2 clusters Score -26403.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -25680.361328 Penalty: 1692.443970
	Iteration 0F: 3 clusters Score -25680.36 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -25767.886719 Penalty: 1692.443970
	Iteration 1F: 3 clusters Score -25767.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -25806.152344 Penalty: 1692.443970
	Iteration 2Q: 3 clusters Score -25806.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -25818.201172 Penalty: 1692.443970
	Iteration 3Q: 3 clusters Score -25818.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -25818.201172 Penalty: 1692.443970
	Iteration 4F: 3 clusters Score -25818.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Entering Unmasked Estep 
Score: -18713.841797 Penalty: 830.824219
	Iteration 0F: 2 clusters Score -18713.84 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 149 members 
Entering Unmasked Estep 
Score: -18135.568359 Penalty: 1661.648438
	Iteration 0F: 3 clusters Score -18135.57 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -18339.218750 Penalty: 1661.648438
	Iteration 1F: 3 clusters Score -18339.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -18443.867188 Penalty: 1661.648438
	Iteration 2Q: 3 clusters Score -18443.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -18492.638672 Penalty: 1661.648438
	Iteration 3Q: 3 clusters Score -18492.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -18497.347656 Penalty: 1661.648438
	Iteration 4Q: 3 clusters Score -18497.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -18511.677734 Penalty: 1661.648438
	Iteration 5Q: 3 clusters Score -18511.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -18530.492188 Penalty: 1661.648438
	Iteration 6Q: 3 clusters Score -18530.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -18532.806641 Penalty: 1661.648438
	Iteration 7Q: 3 clusters Score -18532.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -18532.806641 Penalty: 1661.648438
	Iteration 8F: 3 clusters Score -18532.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (20716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Entering Unmasked Estep 
Score: -2611609.250000 Penalty: 1478.872925
	Iteration 0F: 2 clusters Score -2611609 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -2598015.250000 Penalty: 2957.745850
	Iteration 0F: 3 clusters Score -2598015 nChanged 9138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -2602805.000000 Penalty: 2957.745850
	Iteration 1F: 3 clusters Score -2602805 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -2603202.500000 Penalty: 2957.745850
	Iteration 2F: 3 clusters Score -2603202 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -2603518.250000 Penalty: 2957.745850
	Iteration 3Q: 3 clusters Score -2603518 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -2603763.750000 Penalty: 2957.745850
	Iteration 4Q: 3 clusters Score -2603764 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -2603973.000000 Penalty: 2957.745850
	Iteration 5Q: 3 clusters Score -2603973 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -2604127.750000 Penalty: 2957.745850
	Iteration 6Q: 3 clusters Score -2604128 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -2604259.500000 Penalty: 2957.745850
	Iteration 7Q: 3 clusters Score -2604260 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -2604413.000000 Penalty: 2957.745850
	Iteration 8Q: 3 clusters Score -2604413 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -2604590.250000 Penalty: 2957.745850
	Iteration 9Q: 3 clusters Score -2604590 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -2604777.500000 Penalty: 2957.745850
	Iteration 10Q: 3 clusters Score -2604778 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -2605034.500000 Penalty: 2957.745850
	Iteration 11Q: 3 clusters Score -2605034 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -2605346.250000 Penalty: 2957.745850
	Iteration 12Q: 3 clusters Score -2605346 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -2605796.000000 Penalty: 2957.745850
	Iteration 13Q: 3 clusters Score -2605796 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -2606432.250000 Penalty: 2957.745850
	Iteration 14Q: 3 clusters Score -2606432 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -2607318.250000 Penalty: 2957.745850
	Iteration 15F: 3 clusters Score -2607318 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -2608315.250000 Penalty: 2957.745850
	Iteration 16F: 3 clusters Score -2608315 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -2609165.750000 Penalty: 2957.745850
	Iteration 17Q: 3 clusters Score -2609166 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 19787 members 
Entering Unmasked Estep 
Score: -2609709.250000 Penalty: 2957.745850
	Iteration 18Q: 3 clusters Score -2609709 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 20127 members 
Entering Unmasked Estep 
Score: -2610019.750000 Penalty: 2957.745850
	Iteration 19Q: 3 clusters Score -2610020 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -2610184.750000 Penalty: 2957.745850
	Iteration 20F: 3 clusters Score -2610185 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -2610301.250000 Penalty: 2957.745850
	Iteration 21Q: 3 clusters Score -2610301 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -2610367.000000 Penalty: 2957.745850
	Iteration 22Q: 3 clusters Score -2610367 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 20433 members 
Entering Unmasked Estep 
Score: -2610408.000000 Penalty: 2957.745850
	Iteration 23Q: 3 clusters Score -2610408 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -2610417.000000 Penalty: 2957.745850
	Iteration 24Q: 3 clusters Score -2610417 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -2610427.250000 Penalty: 2957.745850
	Iteration 25Q: 3 clusters Score -2610427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
Score: -2610428.000000 Penalty: 2957.745850
	Iteration 26Q: 3 clusters Score -2610428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
Score: -2610429.000000 Penalty: 2957.745850
	Iteration 27Q: 3 clusters Score -2610429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -2610434.750000 Penalty: 2957.745850
	Iteration 28Q: 3 clusters Score -2610435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -2610436.250000 Penalty: 2957.745850
	Iteration 29Q: 3 clusters Score -2610436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -2610439.000000 Penalty: 2957.745850
	Iteration 30Q: 3 clusters Score -2610439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -2610441.000000 Penalty: 2957.745850
	Iteration 31Q: 3 clusters Score -2610441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 20448 members 
Entering Unmasked Estep 
Score: -2610441.750000 Penalty: 2957.745850
	Iteration 32Q: 3 clusters Score -2610442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -2610442.250000 Penalty: 2957.745850
	Iteration 33Q: 3 clusters Score -2610442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -2610442.500000 Penalty: 2957.745850
	Iteration 34Q: 3 clusters Score -2610442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -2610442.500000 Penalty: 2957.745850
	Iteration 35F: 3 clusters Score -2610442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (8784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Entering Unmasked Estep 
Score: -1113330.375000 Penalty: 1351.206299
	Iteration 0F: 2 clusters Score -1113330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1107266.625000 Penalty: 2702.412598
	Iteration 0F: 3 clusters Score -1107267 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1109169.875000 Penalty: 2702.412598
	Iteration 1F: 3 clusters Score -1109170 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1109471.500000 Penalty: 2702.412598
	Iteration 2F: 3 clusters Score -1109472 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1109668.500000 Penalty: 2702.412598
	Iteration 3F: 3 clusters Score -1109668 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1109794.000000 Penalty: 2702.412598
	Iteration 4Q: 3 clusters Score -1109794 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1109892.375000 Penalty: 2702.412598
	Iteration 5Q: 3 clusters Score -1109892 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1109982.750000 Penalty: 2702.412598
	Iteration 6Q: 3 clusters Score -1109983 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1110070.125000 Penalty: 2702.412598
	Iteration 7Q: 3 clusters Score -1110070 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1110152.375000 Penalty: 2702.412598
	Iteration 8Q: 3 clusters Score -1110152 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1110247.000000 Penalty: 2702.412598
	Iteration 9Q: 3 clusters Score -1110247 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1110337.750000 Penalty: 2702.412598
	Iteration 10Q: 3 clusters Score -1110338 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1110449.250000 Penalty: 2702.412598
	Iteration 11Q: 3 clusters Score -1110449 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1110576.875000 Penalty: 2702.412598
	Iteration 12Q: 3 clusters Score -1110577 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1110732.250000 Penalty: 2702.412598
	Iteration 13Q: 3 clusters Score -1110732 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1110910.750000 Penalty: 2702.412598
	Iteration 14Q: 3 clusters Score -1110911 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1111129.875000 Penalty: 2702.412598
	Iteration 15Q: 3 clusters Score -1111130 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1111326.375000 Penalty: 2702.412598
	Iteration 16Q: 3 clusters Score -1111326 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1111531.250000 Penalty: 2702.412598
	Iteration 17Q: 3 clusters Score -1111531 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1111715.250000 Penalty: 2702.412598
	Iteration 18Q: 3 clusters Score -1111715 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1111857.250000 Penalty: 2702.412598
	Iteration 19Q: 3 clusters Score -1111857 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1111940.500000 Penalty: 2702.412598
	Iteration 20F: 3 clusters Score -1111940 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1112013.875000 Penalty: 2702.412598
	Iteration 21Q: 3 clusters Score -1112014 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1112061.750000 Penalty: 2702.412598
	Iteration 22Q: 3 clusters Score -1112062 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1112085.000000 Penalty: 2702.412598
	Iteration 23Q: 3 clusters Score -1112085 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1112110.250000 Penalty: 2702.412598
	Iteration 24Q: 3 clusters Score -1112110 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1112124.500000 Penalty: 2702.412598
	Iteration 25Q: 3 clusters Score -1112124 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1112135.125000 Penalty: 2702.412598
	Iteration 26Q: 3 clusters Score -1112135 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1112144.500000 Penalty: 2702.412598
	Iteration 27Q: 3 clusters Score -1112144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1112148.875000 Penalty: 2702.412598
	Iteration 28Q: 3 clusters Score -1112149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1112150.750000 Penalty: 2702.412598
	Iteration 29Q: 3 clusters Score -1112151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1112154.875000 Penalty: 2702.412598
	Iteration 30Q: 3 clusters Score -1112155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1112160.625000 Penalty: 2702.412598
	Iteration 31Q: 3 clusters Score -1112161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1112165.000000 Penalty: 2702.412598
	Iteration 32Q: 3 clusters Score -1112165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1112174.500000 Penalty: 2702.412598
	Iteration 33Q: 3 clusters Score -1112174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1112180.375000 Penalty: 2702.412598
	Iteration 34Q: 3 clusters Score -1112180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1112191.500000 Penalty: 2702.412598
	Iteration 35Q: 3 clusters Score -1112192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1112197.375000 Penalty: 2702.412598
	Iteration 36Q: 3 clusters Score -1112197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1112202.875000 Penalty: 2702.412598
	Iteration 37Q: 3 clusters Score -1112203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1112203.625000 Penalty: 2702.412598
	Iteration 38Q: 3 clusters Score -1112204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1112209.750000 Penalty: 2702.412598
	Iteration 39Q: 3 clusters Score -1112210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1112214.375000 Penalty: 2702.412598
	Iteration 40F: 3 clusters Score -1112214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1112215.625000 Penalty: 2702.412598
	Iteration 41Q: 3 clusters Score -1112216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1112216.250000 Penalty: 2702.412598
	Iteration 42Q: 3 clusters Score -1112216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1112221.750000 Penalty: 2702.412598
	Iteration 43Q: 3 clusters Score -1112222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1112229.000000 Penalty: 2702.412598
	Iteration 44Q: 3 clusters Score -1112229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1112233.500000 Penalty: 2702.412598
	Iteration 45Q: 3 clusters Score -1112234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1112237.125000 Penalty: 2702.412598
	Iteration 46Q: 3 clusters Score -1112237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1112240.250000 Penalty: 2702.412598
	Iteration 47Q: 3 clusters Score -1112240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1112240.875000 Penalty: 2702.412598
	Iteration 48Q: 3 clusters Score -1112241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1112240.875000 Penalty: 2702.412598
	Iteration 49F: 3 clusters Score -1112241 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Entering Unmasked Estep 
Score: -24179.910156 Penalty: 825.702515
	Iteration 0F: 2 clusters Score -24179.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -23510.626953 Penalty: 1651.405029
	Iteration 0F: 3 clusters Score -23510.63 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -23596.826172 Penalty: 1651.405029
	Iteration 1F: 3 clusters Score -23596.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -23617.244141 Penalty: 1651.405029
	Iteration 2Q: 3 clusters Score -23617.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -23621.562500 Penalty: 1651.405029
	Iteration 3Q: 3 clusters Score -23621.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -23633.943359 Penalty: 1651.405029
	Iteration 4Q: 3 clusters Score -23633.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -23639.808594 Penalty: 1651.405029
	Iteration 5Q: 3 clusters Score -23639.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -23639.808594 Penalty: 1651.405029
	Iteration 6F: 3 clusters Score -23639.81 nChanged 0
--- Evaluating fit on full set of 1333823 points ---
Entering Unmasked Estep 
Score: -161869824.000000 Penalty: 90240.218750
24->44 Clusters: Score -161869824.000000, best is -162263040.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 666911 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27921 members 
Mstep: Class 2 contains 28076 members 
Mstep: Class 3 contains 27643 members 
Mstep: Class 4 contains 27953 members 
Mstep: Class 5 contains 27548 members 
Mstep: Class 6 contains 27733 members 
Mstep: Class 7 contains 28207 members 
Mstep: Class 8 contains 27594 members 
Mstep: Class 9 contains 28081 members 
Mstep: Class 10 contains 27568 members 
Mstep: Class 11 contains 27801 members 
Mstep: Class 12 contains 27670 members 
Mstep: Class 13 contains 27945 members 
Mstep: Class 14 contains 27514 members 
Mstep: Class 15 contains 27766 members 
Mstep: Class 16 contains 27716 members 
Mstep: Class 17 contains 27389 members 
Mstep: Class 18 contains 27742 members 
Mstep: Class 19 contains 27710 members 
Mstep: Class 20 contains 27802 members 
Mstep: Class 21 contains 27465 members 
Mstep: Class 22 contains 28036 members 
Mstep: Class 23 contains 27955 members 
Mstep: Class 24 contains 28076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 28.919044 but Gain 1995.468750
Score: -72872656.000000 Penalty: 45895.796875
Iteration 0F: 24 clusters Score -7.287266e+07 nChanged 637394
Entering Unmasked Mstep 
Mstep: Class 0 contains 2614 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 11771 members 
Mstep: Class 3 contains 4768 members 
Mstep: Class 4 contains 341835 members 
Mstep: Class 5 contains 447 members 
Mstep: Class 6 contains 803 members 
Mstep: Class 7 contains 48886 members 
Mstep: Class 8 contains 2329 members 
Mstep: Class 9 contains 53361 members 
Mstep: Class 10 contains 2827 members 
Mstep: Class 11 contains 4164 members 
Mstep: Class 12 contains 3179 members 
Mstep: Class 14 contains 4436 members 
Mstep: Class 15 contains 729 members 
Mstep: Class 16 contains 1380 members 
Mstep: Class 17 contains 10726 members 
Mstep: Class 18 contains 21610 members 
Mstep: Class 19 contains 1037 members 
Mstep: Class 20 contains 10640 members 
Mstep: Class 21 contains 8610 members 
Mstep: Class 22 contains 46204 members 
Mstep: Class 23 contains 3113 members 
Mstep: Class 24 contains 69109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 23. Lose 614.441772 but Gain 1995.468750
Score: -79100080.000000 Penalty: 43900.324219
Iteration 1F: 23 clusters Score -7.910008e+07 nChanged 229330
Entering Unmasked Mstep 
Mstep: Class 0 contains 2554 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 2284 members 
Mstep: Class 3 contains 11250 members 
Mstep: Class 4 contains 294851 members 
Mstep: Class 5 contains 306 members 
Mstep: Class 6 contains 224 members 
Mstep: Class 7 contains 68787 members 
Mstep: Class 8 contains 4112 members 
Mstep: Class 9 contains 82654 members 
Mstep: Class 10 contains 2955 members 
Mstep: Class 11 contains 2436 members 
Mstep: Class 12 contains 1336 members 
Mstep: Class 14 contains 8141 members 
Mstep: Class 15 contains 445 members 
Mstep: Class 16 contains 1604 members 
Mstep: Class 17 contains 9597 members 
Mstep: Class 18 contains 21153 members 
Mstep: Class 19 contains 1051 members 
Mstep: Class 20 contains 9061 members 
Mstep: Class 21 contains 8378 members 
Mstep: Class 22 contains 49751 members 
Mstep: Class 24 contains 77775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 891.445374 but Gain 1995.468750
Score: -79634072.000000 Penalty: 41904.855469
Iteration 2F: 22 clusters Score -7.963407e+07 nChanged 183979
Entering Unmasked Mstep 
Mstep: Class 0 contains 2385 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 14400 members 
Mstep: Class 4 contains 216681 members 
Mstep: Class 6 contains 182 members 
Mstep: Class 7 contains 86252 members 
Mstep: Class 8 contains 6574 members 
Mstep: Class 9 contains 101353 members 
Mstep: Class 10 contains 1804 members 
Mstep: Class 11 contains 2033 members 
Mstep: Class 12 contains 1409 members 
Mstep: Class 14 contains 17597 members 
Mstep: Class 15 contains 643 members 
Mstep: Class 16 contains 2023 members 
Mstep: Class 17 contains 9534 members 
Mstep: Class 18 contains 21025 members 
Mstep: Class 19 contains 1433 members 
Mstep: Class 20 contains 10162 members 
Mstep: Class 21 contains 9324 members 
Mstep: Class 22 contains 52438 members 
Mstep: Class 24 contains 101310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 1911.183105 but Gain 1995.468750
Score: -79970560.000000 Penalty: 39909.386719
Iteration 3F: 21 clusters Score -7.997056e+07 nChanged 143487
Entering Unmasked Mstep 
Mstep: Class 0 contains 1826 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 3970 members 
Mstep: Class 3 contains 18056 members 
Mstep: Class 4 contains 183839 members 
Mstep: Class 6 contains 195 members 
Mstep: Class 7 contains 95110 members 
Mstep: Class 8 contains 8440 members 
Mstep: Class 9 contains 92388 members 
Mstep: Class 11 contains 2311 members 
Mstep: Class 12 contains 1905 members 
Mstep: Class 14 contains 32949 members 
Mstep: Class 15 contains 1186 members 
Mstep: Class 16 contains 2631 members 
Mstep: Class 17 contains 9648 members 
Mstep: Class 18 contains 22968 members 
Mstep: Class 19 contains 1890 members 
Mstep: Class 20 contains 12165 members 
Mstep: Class 21 contains 9874 members 
Mstep: Class 22 contains 52796 members 
Mstep: Class 24 contains 106752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80192880.000000 Penalty: 39909.386719
Iteration 4F: 21 clusters Score -8.019288e+07 nChanged 104214
Entering Unmasked Mstep 
Mstep: Class 0 contains 1587 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 7046 members 
Mstep: Class 3 contains 21185 members 
Mstep: Class 4 contains 177323 members 
Mstep: Class 6 contains 224 members 
Mstep: Class 7 contains 93061 members 
Mstep: Class 8 contains 9687 members 
Mstep: Class 9 contains 80048 members 
Mstep: Class 11 contains 3151 members 
Mstep: Class 12 contains 2911 members 
Mstep: Class 14 contains 49088 members 
Mstep: Class 15 contains 1387 members 
Mstep: Class 16 contains 3251 members 
Mstep: Class 17 contains 8160 members 
Mstep: Class 18 contains 24740 members 
Mstep: Class 19 contains 2306 members 
Mstep: Class 20 contains 13319 members 
Mstep: Class 21 contains 9492 members 
Mstep: Class 22 contains 53151 members 
Mstep: Class 24 contains 99680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80351736.000000 Penalty: 39909.386719
Iteration 5F: 21 clusters Score -8.035174e+07 nChanged 81563
Entering Unmasked Mstep 
Mstep: Class 0 contains 1020 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 10762 members 
Mstep: Class 3 contains 23456 members 
Mstep: Class 4 contains 167993 members 
Mstep: Class 6 contains 228 members 
Mstep: Class 7 contains 89985 members 
Mstep: Class 8 contains 10571 members 
Mstep: Class 9 contains 73425 members 
Mstep: Class 11 contains 4233 members 
Mstep: Class 12 contains 4126 members 
Mstep: Class 14 contains 61394 members 
Mstep: Class 15 contains 1944 members 
Mstep: Class 16 contains 3814 members 
Mstep: Class 17 contains 6154 members 
Mstep: Class 18 contains 26528 members 
Mstep: Class 19 contains 2650 members 
Mstep: Class 20 contains 13697 members 
Mstep: Class 21 contains 8357 members 
Mstep: Class 22 contains 53578 members 
Mstep: Class 24 contains 96711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80459048.000000 Penalty: 39909.386719
Iteration 6F: 21 clusters Score -8.045905e+07 nChanged 67629
Entering Unmasked Mstep 
Mstep: Class 0 contains 945 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 14531 members 
Mstep: Class 3 contains 24500 members 
Mstep: Class 4 contains 161960 members 
Mstep: Class 6 contains 238 members 
Mstep: Class 7 contains 87280 members 
Mstep: Class 8 contains 11226 members 
Mstep: Class 9 contains 67862 members 
Mstep: Class 11 contains 5319 members 
Mstep: Class 12 contains 5186 members 
Mstep: Class 14 contains 68657 members 
Mstep: Class 15 contains 2005 members 
Mstep: Class 16 contains 4362 members 
Mstep: Class 17 contains 4670 members 
Mstep: Class 18 contains 28204 members 
Mstep: Class 19 contains 2925 members 
Mstep: Class 20 contains 13924 members 
Mstep: Class 21 contains 7256 members 
Mstep: Class 22 contains 53852 members 
Mstep: Class 24 contains 95407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80512496.000000 Penalty: 39909.386719
Iteration 7F: 21 clusters Score -8.05125e+07 nChanged 55115
Entering Unmasked Mstep 
Mstep: Class 0 contains 914 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 18169 members 
Mstep: Class 3 contains 24596 members 
Mstep: Class 4 contains 155784 members 
Mstep: Class 6 contains 250 members 
Mstep: Class 7 contains 85714 members 
Mstep: Class 8 contains 11655 members 
Mstep: Class 9 contains 64279 members 
Mstep: Class 11 contains 6257 members 
Mstep: Class 12 contains 6004 members 
Mstep: Class 14 contains 72124 members 
Mstep: Class 15 contains 2019 members 
Mstep: Class 16 contains 4833 members 
Mstep: Class 17 contains 3717 members 
Mstep: Class 18 contains 29835 members 
Mstep: Class 19 contains 3187 members 
Mstep: Class 20 contains 14503 members 
Mstep: Class 21 contains 6485 members 
Mstep: Class 22 contains 53886 members 
Mstep: Class 24 contains 95587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80546216.000000 Penalty: 39909.386719
Iteration 8F: 21 clusters Score -8.054622e+07 nChanged 46851
Entering Unmasked Mstep 
Mstep: Class 0 contains 875 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 21699 members 
Mstep: Class 3 contains 23921 members 
Mstep: Class 4 contains 149792 members 
Mstep: Class 6 contains 279 members 
Mstep: Class 7 contains 84635 members 
Mstep: Class 8 contains 12028 members 
Mstep: Class 9 contains 62249 members 
Mstep: Class 11 contains 7031 members 
Mstep: Class 12 contains 6698 members 
Mstep: Class 14 contains 73495 members 
Mstep: Class 15 contains 2023 members 
Mstep: Class 16 contains 5311 members 
Mstep: Class 17 contains 3191 members 
Mstep: Class 18 contains 31392 members 
Mstep: Class 19 contains 3372 members 
Mstep: Class 20 contains 15860 members 
Mstep: Class 21 contains 5990 members 
Mstep: Class 22 contains 53700 members 
Mstep: Class 24 contains 95591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80569120.000000 Penalty: 39909.386719
Iteration 9F: 21 clusters Score -8.056912e+07 nChanged 41906
Entering Unmasked Mstep 
Mstep: Class 0 contains 816 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 25201 members 
Mstep: Class 3 contains 22794 members 
Mstep: Class 4 contains 142231 members 
Mstep: Class 6 contains 468 members 
Mstep: Class 7 contains 84040 members 
Mstep: Class 8 contains 12295 members 
Mstep: Class 9 contains 61930 members 
Mstep: Class 11 contains 7661 members 
Mstep: Class 12 contains 7314 members 
Mstep: Class 14 contains 73766 members 
Mstep: Class 15 contains 1890 members 
Mstep: Class 16 contains 5684 members 
Mstep: Class 17 contains 2840 members 
Mstep: Class 18 contains 32911 members 
Mstep: Class 19 contains 3516 members 
Mstep: Class 20 contains 17930 members 
Mstep: Class 21 contains 5688 members 
Mstep: Class 22 contains 53512 members 
Mstep: Class 24 contains 95813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80587696.000000 Penalty: 39909.386719
Iteration 10F: 21 clusters Score -8.05877e+07 nChanged 38245
Entering Unmasked Mstep 
Mstep: Class 0 contains 743 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 28691 members 
Mstep: Class 3 contains 21414 members 
Mstep: Class 4 contains 132581 members 
Mstep: Class 6 contains 490 members 
Mstep: Class 7 contains 83693 members 
Mstep: Class 8 contains 12516 members 
Mstep: Class 9 contains 62856 members 
Mstep: Class 11 contains 8250 members 
Mstep: Class 12 contains 7829 members 
Mstep: Class 14 contains 73627 members 
Mstep: Class 15 contains 1937 members 
Mstep: Class 16 contains 5980 members 
Mstep: Class 17 contains 2621 members 
Mstep: Class 18 contains 34530 members 
Mstep: Class 19 contains 3569 members 
Mstep: Class 20 contains 20477 members 
Mstep: Class 21 contains 5421 members 
Mstep: Class 22 contains 53339 members 
Mstep: Class 24 contains 96790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80615480.000000 Penalty: 39909.386719
Iteration 11F: 21 clusters Score -8.061548e+07 nChanged 31359
Entering Unmasked Mstep 
Mstep: Class 0 contains 565 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 31987 members 
Mstep: Class 3 contains 19914 members 
Mstep: Class 4 contains 122337 members 
Mstep: Class 6 contains 494 members 
Mstep: Class 7 contains 83262 members 
Mstep: Class 8 contains 12707 members 
Mstep: Class 9 contains 64157 members 
Mstep: Class 11 contains 8775 members 
Mstep: Class 12 contains 8282 members 
Mstep: Class 14 contains 73193 members 
Mstep: Class 15 contains 2112 members 
Mstep: Class 16 contains 6205 members 
Mstep: Class 17 contains 2464 members 
Mstep: Class 18 contains 36000 members 
Mstep: Class 19 contains 3596 members 
Mstep: Class 20 contains 23026 members 
Mstep: Class 21 contains 5147 members 
Mstep: Class 22 contains 52953 members 
Mstep: Class 24 contains 99177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80643560.000000 Penalty: 39909.386719
Iteration 12Q: 21 clusters Score -8.064356e+07 nChanged 27262
Entering Unmasked Mstep 
Mstep: Class 0 contains 541 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 34944 members 
Mstep: Class 3 contains 18505 members 
Mstep: Class 4 contains 113796 members 
Mstep: Class 6 contains 493 members 
Mstep: Class 7 contains 82676 members 
Mstep: Class 8 contains 12856 members 
Mstep: Class 9 contains 65193 members 
Mstep: Class 11 contains 9305 members 
Mstep: Class 12 contains 8678 members 
Mstep: Class 14 contains 72662 members 
Mstep: Class 15 contains 2136 members 
Mstep: Class 16 contains 6376 members 
Mstep: Class 17 contains 2326 members 
Mstep: Class 18 contains 37311 members 
Mstep: Class 19 contains 3610 members 
Mstep: Class 20 contains 25225 members 
Mstep: Class 21 contains 4880 members 
Mstep: Class 22 contains 52539 members 
Mstep: Class 24 contains 101376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80666376.000000 Penalty: 39909.386719
Iteration 13Q: 21 clusters Score -8.066638e+07 nChanged 24270
Entering Unmasked Mstep 
Mstep: Class 0 contains 541 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 37598 members 
Mstep: Class 3 contains 17209 members 
Mstep: Class 4 contains 108973 members 
Mstep: Class 6 contains 493 members 
Mstep: Class 7 contains 82096 members 
Mstep: Class 8 contains 13014 members 
Mstep: Class 9 contains 64703 members 
Mstep: Class 11 contains 9710 members 
Mstep: Class 12 contains 8943 members 
Mstep: Class 14 contains 72262 members 
Mstep: Class 15 contains 2136 members 
Mstep: Class 16 contains 6484 members 
Mstep: Class 17 contains 2193 members 
Mstep: Class 18 contains 38531 members 
Mstep: Class 19 contains 3616 members 
Mstep: Class 20 contains 26898 members 
Mstep: Class 21 contains 4655 members 
Mstep: Class 22 contains 52022 members 
Mstep: Class 24 contains 102458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80684624.000000 Penalty: 39909.386719
Iteration 14Q: 21 clusters Score -8.068462e+07 nChanged 21544
Entering Unmasked Mstep 
Mstep: Class 0 contains 541 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 39921 members 
Mstep: Class 3 contains 16085 members 
Mstep: Class 4 contains 107766 members 
Mstep: Class 6 contains 493 members 
Mstep: Class 7 contains 81690 members 
Mstep: Class 8 contains 13128 members 
Mstep: Class 9 contains 62419 members 
Mstep: Class 11 contains 10105 members 
Mstep: Class 12 contains 9079 members 
Mstep: Class 14 contains 71870 members 
Mstep: Class 15 contains 2136 members 
Mstep: Class 16 contains 6569 members 
Mstep: Class 17 contains 2098 members 
Mstep: Class 18 contains 39803 members 
Mstep: Class 19 contains 3600 members 
Mstep: Class 20 contains 28008 members 
Mstep: Class 21 contains 4439 members 
Mstep: Class 22 contains 51296 members 
Mstep: Class 24 contains 102663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80695488.000000 Penalty: 39909.386719
Iteration 15Q: 21 clusters Score -8.069549e+07 nChanged 17604
Entering Unmasked Mstep 
Mstep: Class 0 contains 541 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 41941 members 
Mstep: Class 3 contains 15223 members 
Mstep: Class 4 contains 107696 members 
Mstep: Class 6 contains 493 members 
Mstep: Class 7 contains 81188 members 
Mstep: Class 8 contains 13228 members 
Mstep: Class 9 contains 59558 members 
Mstep: Class 11 contains 10496 members 
Mstep: Class 12 contains 9109 members 
Mstep: Class 14 contains 71494 members 
Mstep: Class 15 contains 2136 members 
Mstep: Class 16 contains 6634 members 
Mstep: Class 17 contains 2025 members 
Mstep: Class 18 contains 41039 members 
Mstep: Class 19 contains 3621 members 
Mstep: Class 20 contains 28578 members 
Mstep: Class 21 contains 4364 members 
Mstep: Class 22 contains 50518 members 
Mstep: Class 24 contains 103085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80702088.000000 Penalty: 39909.386719
Iteration 16Q: 21 clusters Score -8.070209e+07 nChanged 14531
Entering Unmasked Mstep 
Mstep: Class 0 contains 541 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 43736 members 
Mstep: Class 3 contains 14570 members 
Mstep: Class 4 contains 107598 members 
Mstep: Class 6 contains 493 members 
Mstep: Class 7 contains 80590 members 
Mstep: Class 8 contains 13324 members 
Mstep: Class 9 contains 56816 members 
Mstep: Class 11 contains 10897 members 
Mstep: Class 12 contains 9082 members 
Mstep: Class 14 contains 71210 members 
Mstep: Class 15 contains 2136 members 
Mstep: Class 16 contains 6712 members 
Mstep: Class 17 contains 1968 members 
Mstep: Class 18 contains 42315 members 
Mstep: Class 19 contains 3615 members 
Mstep: Class 20 contains 28877 members 
Mstep: Class 21 contains 4333 members 
Mstep: Class 22 contains 49722 members 
Mstep: Class 24 contains 103792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80706408.000000 Penalty: 39909.386719
Iteration 17Q: 21 clusters Score -8.070641e+07 nChanged 12322
Entering Unmasked Mstep 
Mstep: Class 0 contains 541 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 45230 members 
Mstep: Class 3 contains 14077 members 
Mstep: Class 4 contains 107106 members 
Mstep: Class 6 contains 492 members 
Mstep: Class 7 contains 80007 members 
Mstep: Class 8 contains 13357 members 
Mstep: Class 9 contains 54451 members 
Mstep: Class 11 contains 11342 members 
Mstep: Class 12 contains 8976 members 
Mstep: Class 14 contains 70982 members 
Mstep: Class 15 contains 2136 members 
Mstep: Class 16 contains 6790 members 
Mstep: Class 17 contains 1924 members 
Mstep: Class 18 contains 43596 members 
Mstep: Class 19 contains 3617 members 
Mstep: Class 20 contains 29030 members 
Mstep: Class 21 contains 4382 members 
Mstep: Class 22 contains 49145 members 
Mstep: Class 24 contains 104613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80710600.000000 Penalty: 39909.386719
Iteration 18Q: 21 clusters Score -8.07106e+07 nChanged 10726
Entering Unmasked Mstep 
Mstep: Class 0 contains 541 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 46478 members 
Mstep: Class 3 contains 13744 members 
Mstep: Class 4 contains 106273 members 
Mstep: Class 6 contains 491 members 
Mstep: Class 7 contains 79500 members 
Mstep: Class 8 contains 13387 members 
Mstep: Class 9 contains 52543 members 
Mstep: Class 11 contains 11795 members 
Mstep: Class 12 contains 8839 members 
Mstep: Class 14 contains 70757 members 
Mstep: Class 15 contains 2136 members 
Mstep: Class 16 contains 6836 members 
Mstep: Class 17 contains 1876 members 
Mstep: Class 18 contains 44875 members 
Mstep: Class 19 contains 3635 members 
Mstep: Class 20 contains 29109 members 
Mstep: Class 21 contains 4496 members 
Mstep: Class 22 contains 48558 members 
Mstep: Class 24 contains 105441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80713952.000000 Penalty: 39909.386719
Iteration 19Q: 21 clusters Score -8.071395e+07 nChanged 9350
Entering Unmasked Mstep 
Mstep: Class 0 contains 541 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 47485 members 
Mstep: Class 3 contains 13496 members 
Mstep: Class 4 contains 105449 members 
Mstep: Class 6 contains 490 members 
Mstep: Class 7 contains 79041 members 
Mstep: Class 8 contains 13407 members 
Mstep: Class 9 contains 51146 members 
Mstep: Class 11 contains 12241 members 
Mstep: Class 12 contains 8668 members 
Mstep: Class 14 contains 70585 members 
Mstep: Class 15 contains 2137 members 
Mstep: Class 16 contains 6863 members 
Mstep: Class 17 contains 1821 members 
Mstep: Class 18 contains 46049 members 
Mstep: Class 19 contains 3648 members 
Mstep: Class 20 contains 29145 members 
Mstep: Class 21 contains 4675 members 
Mstep: Class 22 contains 47992 members 
Mstep: Class 24 contains 105975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80724144.000000 Penalty: 39909.386719
Iteration 20F: 21 clusters Score -8.072414e+07 nChanged 8731
Entering Unmasked Mstep 
Mstep: Class 0 contains 256 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 48281 members 
Mstep: Class 3 contains 13302 members 
Mstep: Class 4 contains 104540 members 
Mstep: Class 6 contains 489 members 
Mstep: Class 7 contains 78539 members 
Mstep: Class 8 contains 13440 members 
Mstep: Class 9 contains 50071 members 
Mstep: Class 11 contains 12646 members 
Mstep: Class 12 contains 8455 members 
Mstep: Class 14 contains 70466 members 
Mstep: Class 15 contains 2422 members 
Mstep: Class 16 contains 6918 members 
Mstep: Class 17 contains 1800 members 
Mstep: Class 18 contains 47155 members 
Mstep: Class 19 contains 3669 members 
Mstep: Class 20 contains 29114 members 
Mstep: Class 21 contains 5021 members 
Mstep: Class 22 contains 47517 members 
Mstep: Class 24 contains 106349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80735568.000000 Penalty: 39909.386719
Iteration 21Q: 21 clusters Score -8.073557e+07 nChanged 8127
Entering Unmasked Mstep 
Mstep: Class 0 contains 213 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 48956 members 
Mstep: Class 3 contains 13132 members 
Mstep: Class 4 contains 103505 members 
Mstep: Class 6 contains 489 members 
Mstep: Class 7 contains 78050 members 
Mstep: Class 8 contains 13455 members 
Mstep: Class 9 contains 49133 members 
Mstep: Class 11 contains 13061 members 
Mstep: Class 12 contains 8227 members 
Mstep: Class 14 contains 70392 members 
Mstep: Class 15 contains 2465 members 
Mstep: Class 16 contains 6950 members 
Mstep: Class 17 contains 1774 members 
Mstep: Class 18 contains 48218 members 
Mstep: Class 19 contains 3724 members 
Mstep: Class 20 contains 29024 members 
Mstep: Class 21 contains 5590 members 
Mstep: Class 22 contains 47099 members 
Mstep: Class 24 contains 106625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80739208.000000 Penalty: 39909.386719
Iteration 22Q: 21 clusters Score -8.073921e+07 nChanged 8047
Entering Unmasked Mstep 
Mstep: Class 0 contains 213 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 49543 members 
Mstep: Class 3 contains 13008 members 
Mstep: Class 4 contains 102441 members 
Mstep: Class 6 contains 488 members 
Mstep: Class 7 contains 77556 members 
Mstep: Class 8 contains 13443 members 
Mstep: Class 9 contains 48060 members 
Mstep: Class 11 contains 13499 members 
Mstep: Class 12 contains 7971 members 
Mstep: Class 14 contains 70347 members 
Mstep: Class 15 contains 2465 members 
Mstep: Class 16 contains 6997 members 
Mstep: Class 17 contains 1758 members 
Mstep: Class 18 contains 49225 members 
Mstep: Class 19 contains 3786 members 
Mstep: Class 20 contains 28865 members 
Mstep: Class 21 contains 6548 members 
Mstep: Class 22 contains 46618 members 
Mstep: Class 24 contains 106928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80742608.000000 Penalty: 39909.386719
Iteration 23Q: 21 clusters Score -8.074261e+07 nChanged 8030
Entering Unmasked Mstep 
Mstep: Class 0 contains 213 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 50005 members 
Mstep: Class 3 contains 12881 members 
Mstep: Class 4 contains 101473 members 
Mstep: Class 6 contains 488 members 
Mstep: Class 7 contains 76996 members 
Mstep: Class 8 contains 13468 members 
Mstep: Class 9 contains 46780 members 
Mstep: Class 11 contains 13971 members 
Mstep: Class 12 contains 7670 members 
Mstep: Class 14 contains 70294 members 
Mstep: Class 15 contains 2465 members 
Mstep: Class 16 contains 7036 members 
Mstep: Class 17 contains 1756 members 
Mstep: Class 18 contains 50184 members 
Mstep: Class 19 contains 3856 members 
Mstep: Class 20 contains 28667 members 
Mstep: Class 21 contains 7904 members 
Mstep: Class 22 contains 46139 members 
Mstep: Class 24 contains 107241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80745424.000000 Penalty: 39909.386719
Iteration 24Q: 21 clusters Score -8.074542e+07 nChanged 8324
Entering Unmasked Mstep 
Mstep: Class 0 contains 213 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 50441 members 
Mstep: Class 3 contains 12772 members 
Mstep: Class 4 contains 100528 members 
Mstep: Class 6 contains 488 members 
Mstep: Class 7 contains 76465 members 
Mstep: Class 8 contains 13501 members 
Mstep: Class 9 contains 45181 members 
Mstep: Class 11 contains 14493 members 
Mstep: Class 12 contains 7401 members 
Mstep: Class 14 contains 70233 members 
Mstep: Class 15 contains 2465 members 
Mstep: Class 16 contains 7070 members 
Mstep: Class 17 contains 1737 members 
Mstep: Class 18 contains 51060 members 
Mstep: Class 19 contains 3930 members 
Mstep: Class 20 contains 28478 members 
Mstep: Class 21 contains 9557 members 
Mstep: Class 22 contains 45706 members 
Mstep: Class 24 contains 107531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80749240.000000 Penalty: 39909.386719
Iteration 25Q: 21 clusters Score -8.074924e+07 nChanged 8637
Entering Unmasked Mstep 
Mstep: Class 0 contains 213 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 50825 members 
Mstep: Class 3 contains 12697 members 
Mstep: Class 4 contains 99688 members 
Mstep: Class 6 contains 487 members 
Mstep: Class 7 contains 75959 members 
Mstep: Class 8 contains 13519 members 
Mstep: Class 9 contains 43276 members 
Mstep: Class 11 contains 15023 members 
Mstep: Class 12 contains 7165 members 
Mstep: Class 14 contains 70154 members 
Mstep: Class 15 contains 2465 members 
Mstep: Class 16 contains 7104 members 
Mstep: Class 17 contains 1741 members 
Mstep: Class 18 contains 51880 members 
Mstep: Class 19 contains 4006 members 
Mstep: Class 20 contains 28281 members 
Mstep: Class 21 contains 11534 members 
Mstep: Class 22 contains 45241 members 
Mstep: Class 24 contains 107807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80752568.000000 Penalty: 39909.386719
Iteration 26Q: 21 clusters Score -8.075257e+07 nChanged 8826
Entering Unmasked Mstep 
Mstep: Class 0 contains 214 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 51249 members 
Mstep: Class 3 contains 12609 members 
Mstep: Class 4 contains 98784 members 
Mstep: Class 6 contains 487 members 
Mstep: Class 7 contains 75472 members 
Mstep: Class 8 contains 13518 members 
Mstep: Class 9 contains 41183 members 
Mstep: Class 11 contains 15590 members 
Mstep: Class 12 contains 6929 members 
Mstep: Class 14 contains 70082 members 
Mstep: Class 15 contains 2465 members 
Mstep: Class 16 contains 7142 members 
Mstep: Class 17 contains 1736 members 
Mstep: Class 18 contains 52582 members 
Mstep: Class 19 contains 4074 members 
Mstep: Class 20 contains 28089 members 
Mstep: Class 21 contains 13784 members 
Mstep: Class 22 contains 44801 members 
Mstep: Class 24 contains 108141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80756176.000000 Penalty: 39909.386719
Iteration 27Q: 21 clusters Score -8.075618e+07 nChanged 9252
Entering Unmasked Mstep 
Mstep: Class 0 contains 214 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 51641 members 
Mstep: Class 3 contains 12516 members 
Mstep: Class 4 contains 97959 members 
Mstep: Class 6 contains 487 members 
Mstep: Class 7 contains 74994 members 
Mstep: Class 8 contains 13486 members 
Mstep: Class 9 contains 38649 members 
Mstep: Class 11 contains 16205 members 
Mstep: Class 12 contains 6633 members 
Mstep: Class 14 contains 70008 members 
Mstep: Class 15 contains 2465 members 
Mstep: Class 16 contains 7202 members 
Mstep: Class 17 contains 1745 members 
Mstep: Class 18 contains 53260 members 
Mstep: Class 19 contains 4138 members 
Mstep: Class 20 contains 27943 members 
Mstep: Class 21 contains 16432 members 
Mstep: Class 22 contains 44337 members 
Mstep: Class 24 contains 108498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80760400.000000 Penalty: 39909.386719
Iteration 28Q: 21 clusters Score -8.07604e+07 nChanged 9639
Entering Unmasked Mstep 
Mstep: Class 0 contains 214 members 
Mstep: Class 1 contains 18192 members 
Mstep: Class 2 contains 51995 members 
Mstep: Class 3 contains 12402 members 
Mstep: Class 4 contains 97242 members 
Mstep: Class 6 contains 487 members 
Mstep: Class 7 contains 74531 members 
Mstep: Class 8 contains 13445 members 
Mstep: Class 9 contains 35647 members 
Mstep: Class 11 contains 16897 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 14 contains 69936 members 
Mstep: Class 15 contains 2465 members 
Mstep: Class 16 contains 7270 members 
Mstep: Class 17 contains 1750 members 
Mstep: Class 18 contains 53842 members 
Mstep: Class 19 contains 4214 members 
Mstep: Class 20 contains 27835 members 
Mstep: Class 21 contains 19450 members 
Mstep: Class 22 contains 43869 members 
Mstep: Class 24 contains 108880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80765248.000000 Penalty: 39909.386719
Iteration 29Q: 21 clusters Score -8.076525e+07 nChanged 9782
Entering Unmasked Mstep 
Mstep: Class 0 contains 214 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 52322 members 
Mstep: Class 3 contains 12265 members 
Mstep: Class 4 contains 96585 members 
Mstep: Class 6 contains 487 members 
Mstep: Class 7 contains 74146 members 
Mstep: Class 8 contains 13420 members 
Mstep: Class 9 contains 32498 members 
Mstep: Class 11 contains 17589 members 
Mstep: Class 12 contains 6032 members 
Mstep: Class 14 contains 69857 members 
Mstep: Class 15 contains 2465 members 
Mstep: Class 16 contains 7351 members 
Mstep: Class 17 contains 1763 members 
Mstep: Class 18 contains 54334 members 
Mstep: Class 19 contains 4303 members 
Mstep: Class 20 contains 27769 members 
Mstep: Class 21 contains 22551 members 
Mstep: Class 22 contains 43401 members 
Mstep: Class 24 contains 109302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80769840.000000 Penalty: 39909.386719
Iteration 30Q: 21 clusters Score -8.076984e+07 nChanged 9568
Entering Unmasked Mstep 
Mstep: Class 0 contains 214 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 52655 members 
Mstep: Class 3 contains 12114 members 
Mstep: Class 4 contains 96019 members 
Mstep: Class 6 contains 487 members 
Mstep: Class 7 contains 73880 members 
Mstep: Class 8 contains 13349 members 
Mstep: Class 9 contains 29806 members 
Mstep: Class 11 contains 18272 members 
Mstep: Class 12 contains 5705 members 
Mstep: Class 14 contains 69754 members 
Mstep: Class 15 contains 2465 members 
Mstep: Class 16 contains 7418 members 
Mstep: Class 17 contains 1789 members 
Mstep: Class 18 contains 54741 members 
Mstep: Class 19 contains 4421 members 
Mstep: Class 20 contains 27746 members 
Mstep: Class 21 contains 25071 members 
Mstep: Class 22 contains 42938 members 
Mstep: Class 24 contains 109743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80774608.000000 Penalty: 39909.386719
Iteration 31Q: 21 clusters Score -8.077461e+07 nChanged 8868
Entering Unmasked Mstep 
Mstep: Class 0 contains 214 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 52963 members 
Mstep: Class 3 contains 11957 members 
Mstep: Class 4 contains 95574 members 
Mstep: Class 6 contains 487 members 
Mstep: Class 7 contains 73759 members 
Mstep: Class 8 contains 13269 members 
Mstep: Class 9 contains 28048 members 
Mstep: Class 11 contains 18980 members 
Mstep: Class 12 contains 5377 members 
Mstep: Class 14 contains 69594 members 
Mstep: Class 15 contains 2465 members 
Mstep: Class 16 contains 7468 members 
Mstep: Class 17 contains 1827 members 
Mstep: Class 18 contains 55048 members 
Mstep: Class 19 contains 4545 members 
Mstep: Class 20 contains 27768 members 
Mstep: Class 21 contains 26443 members 
Mstep: Class 22 contains 42521 members 
Mstep: Class 24 contains 110203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80778096.000000 Penalty: 39909.386719
Iteration 32Q: 21 clusters Score -8.07781e+07 nChanged 7872
Entering Unmasked Mstep 
Mstep: Class 0 contains 214 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 53248 members 
Mstep: Class 3 contains 11835 members 
Mstep: Class 4 contains 95072 members 
Mstep: Class 6 contains 487 members 
Mstep: Class 7 contains 73708 members 
Mstep: Class 8 contains 13207 members 
Mstep: Class 9 contains 27181 members 
Mstep: Class 11 contains 19662 members 
Mstep: Class 12 contains 5063 members 
Mstep: Class 14 contains 69439 members 
Mstep: Class 15 contains 2465 members 
Mstep: Class 16 contains 7521 members 
Mstep: Class 17 contains 1881 members 
Mstep: Class 18 contains 55330 members 
Mstep: Class 19 contains 4656 members 
Mstep: Class 20 contains 27812 members 
Mstep: Class 21 contains 26892 members 
Mstep: Class 22 contains 42043 members 
Mstep: Class 24 contains 110720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80780760.000000 Penalty: 39909.386719
Iteration 33Q: 21 clusters Score -8.078076e+07 nChanged 7323
Entering Unmasked Mstep 
Mstep: Class 0 contains 214 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 53532 members 
Mstep: Class 3 contains 11750 members 
Mstep: Class 4 contains 94571 members 
Mstep: Class 6 contains 487 members 
Mstep: Class 7 contains 73715 members 
Mstep: Class 8 contains 13138 members 
Mstep: Class 9 contains 26742 members 
Mstep: Class 11 contains 20401 members 
Mstep: Class 12 contains 4715 members 
Mstep: Class 14 contains 69274 members 
Mstep: Class 15 contains 2465 members 
Mstep: Class 16 contains 7562 members 
Mstep: Class 17 contains 1939 members 
Mstep: Class 18 contains 55569 members 
Mstep: Class 19 contains 4767 members 
Mstep: Class 20 contains 27861 members 
Mstep: Class 21 contains 26918 members 
Mstep: Class 22 contains 41571 members 
Mstep: Class 24 contains 111178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80782768.000000 Penalty: 39909.386719
Iteration 34Q: 21 clusters Score -8.078277e+07 nChanged 7092
Entering Unmasked Mstep 
Mstep: Class 0 contains 214 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 53834 members 
Mstep: Class 3 contains 11620 members 
Mstep: Class 4 contains 94210 members 
Mstep: Class 6 contains 487 members 
Mstep: Class 7 contains 73784 members 
Mstep: Class 8 contains 13084 members 
Mstep: Class 9 contains 26487 members 
Mstep: Class 11 contains 21157 members 
Mstep: Class 12 contains 4359 members 
Mstep: Class 14 contains 69066 members 
Mstep: Class 15 contains 2465 members 
Mstep: Class 16 contains 7626 members 
Mstep: Class 17 contains 2010 members 
Mstep: Class 18 contains 55777 members 
Mstep: Class 19 contains 4879 members 
Mstep: Class 20 contains 27882 members 
Mstep: Class 21 contains 26795 members 
Mstep: Class 22 contains 41044 members 
Mstep: Class 24 contains 111510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80784608.000000 Penalty: 39909.386719
Iteration 35Q: 21 clusters Score -8.078461e+07 nChanged 6977
Entering Unmasked Mstep 
Mstep: Class 0 contains 214 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 54151 members 
Mstep: Class 3 contains 11512 members 
Mstep: Class 4 contains 93718 members 
Mstep: Class 6 contains 487 members 
Mstep: Class 7 contains 73940 members 
Mstep: Class 8 contains 13010 members 
Mstep: Class 9 contains 26380 members 
Mstep: Class 11 contains 21888 members 
Mstep: Class 12 contains 4009 members 
Mstep: Class 14 contains 68912 members 
Mstep: Class 15 contains 2465 members 
Mstep: Class 16 contains 7672 members 
Mstep: Class 17 contains 2065 members 
Mstep: Class 18 contains 55911 members 
Mstep: Class 19 contains 4992 members 
Mstep: Class 20 contains 27902 members 
Mstep: Class 21 contains 26595 members 
Mstep: Class 22 contains 40460 members 
Mstep: Class 24 contains 111936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80786312.000000 Penalty: 39909.386719
Iteration 36Q: 21 clusters Score -8.078631e+07 nChanged 7016
Entering Unmasked Mstep 
Mstep: Class 0 contains 214 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 54468 members 
Mstep: Class 3 contains 11397 members 
Mstep: Class 4 contains 93300 members 
Mstep: Class 6 contains 487 members 
Mstep: Class 7 contains 74120 members 
Mstep: Class 8 contains 12956 members 
Mstep: Class 9 contains 26319 members 
Mstep: Class 11 contains 22586 members 
Mstep: Class 12 contains 3678 members 
Mstep: Class 14 contains 68772 members 
Mstep: Class 15 contains 2465 members 
Mstep: Class 16 contains 7717 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 55931 members 
Mstep: Class 19 contains 5116 members 
Mstep: Class 20 contains 27911 members 
Mstep: Class 21 contains 26363 members 
Mstep: Class 22 contains 39884 members 
Mstep: Class 24 contains 112342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80787840.000000 Penalty: 39909.386719
Iteration 37Q: 21 clusters Score -8.078784e+07 nChanged 7109
Entering Unmasked Mstep 
Mstep: Class 0 contains 214 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 54792 members 
Mstep: Class 3 contains 11249 members 
Mstep: Class 4 contains 92994 members 
Mstep: Class 6 contains 487 members 
Mstep: Class 7 contains 74310 members 
Mstep: Class 8 contains 12901 members 
Mstep: Class 9 contains 26267 members 
Mstep: Class 11 contains 23261 members 
Mstep: Class 12 contains 3404 members 
Mstep: Class 14 contains 68633 members 
Mstep: Class 15 contains 2465 members 
Mstep: Class 16 contains 7748 members 
Mstep: Class 17 contains 2198 members 
Mstep: Class 18 contains 55899 members 
Mstep: Class 19 contains 5245 members 
Mstep: Class 20 contains 27920 members 
Mstep: Class 21 contains 26104 members 
Mstep: Class 22 contains 39332 members 
Mstep: Class 24 contains 112691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80789864.000000 Penalty: 39909.386719
Iteration 38Q: 21 clusters Score -8.078986e+07 nChanged 7231
Entering ConstructFrom: 
Score: -80789864.000000 Penalty: 39909.386719
Entering ConstructFrom: 
Trying to split cluster 1 (18835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Entering Unmasked Estep 
Score: -2241305.000000 Penalty: 1464.708740
	Iteration 0F: 2 clusters Score -2241305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -2229038.000000 Penalty: 2929.417480
	Iteration 0F: 3 clusters Score -2229038 nChanged 8165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -2233723.250000 Penalty: 2929.417480
	Iteration 1F: 3 clusters Score -2233723 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -2234593.000000 Penalty: 2929.417480
	Iteration 2F: 3 clusters Score -2234593 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -2235527.250000 Penalty: 2929.417480
	Iteration 3F: 3 clusters Score -2235527 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -2236581.500000 Penalty: 2929.417480
	Iteration 4F: 3 clusters Score -2236582 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -2237654.750000 Penalty: 2929.417480
	Iteration 5F: 3 clusters Score -2237655 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -2238697.750000 Penalty: 2929.417480
	Iteration 6F: 3 clusters Score -2238698 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -2239600.750000 Penalty: 2929.417480
	Iteration 7F: 3 clusters Score -2239601 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -2240282.500000 Penalty: 2929.417480
	Iteration 8Q: 3 clusters Score -2240282 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -2240783.000000 Penalty: 2929.417480
	Iteration 9Q: 3 clusters Score -2240783 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -2241151.500000 Penalty: 2929.417480
	Iteration 10Q: 3 clusters Score -2241152 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -2241416.500000 Penalty: 2929.417480
	Iteration 11Q: 3 clusters Score -2241416 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -2241605.500000 Penalty: 2929.417480
	Iteration 12Q: 3 clusters Score -2241606 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -2241735.250000 Penalty: 2929.417480
	Iteration 13Q: 3 clusters Score -2241735 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -2241833.250000 Penalty: 2929.417480
	Iteration 14Q: 3 clusters Score -2241833 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -2241906.250000 Penalty: 2929.417480
	Iteration 15Q: 3 clusters Score -2241906 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -2241976.000000 Penalty: 2929.417480
	Iteration 16Q: 3 clusters Score -2241976 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -2242033.000000 Penalty: 2929.417480
	Iteration 17Q: 3 clusters Score -2242033 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -2242080.000000 Penalty: 2929.417480
	Iteration 18Q: 3 clusters Score -2242080 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -2242135.750000 Penalty: 2929.417480
	Iteration 19Q: 3 clusters Score -2242136 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -2242182.750000 Penalty: 2929.417480
	Iteration 20F: 3 clusters Score -2242183 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -2242216.000000 Penalty: 2929.417480
	Iteration 21Q: 3 clusters Score -2242216 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -2242260.500000 Penalty: 2929.417480
	Iteration 22Q: 3 clusters Score -2242260 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -2242296.750000 Penalty: 2929.417480
	Iteration 23Q: 3 clusters Score -2242297 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -2242328.000000 Penalty: 2929.417480
	Iteration 24Q: 3 clusters Score -2242328 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -2242366.750000 Penalty: 2929.417480
	Iteration 25Q: 3 clusters Score -2242367 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -2242392.000000 Penalty: 2929.417480
	Iteration 26Q: 3 clusters Score -2242392 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -2242423.000000 Penalty: 2929.417480
	Iteration 27Q: 3 clusters Score -2242423 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -2242448.750000 Penalty: 2929.417480
	Iteration 28Q: 3 clusters Score -2242449 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -2242477.500000 Penalty: 2929.417480
	Iteration 29Q: 3 clusters Score -2242478 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -2242498.500000 Penalty: 2929.417480
	Iteration 30Q: 3 clusters Score -2242498 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -2242526.000000 Penalty: 2929.417480
	Iteration 31Q: 3 clusters Score -2242526 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -2242545.000000 Penalty: 2929.417480
	Iteration 32Q: 3 clusters Score -2242545 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -2242567.750000 Penalty: 2929.417480
	Iteration 33Q: 3 clusters Score -2242568 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -2242589.500000 Penalty: 2929.417480
	Iteration 34Q: 3 clusters Score -2242590 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -2242601.000000 Penalty: 2929.417480
	Iteration 35Q: 3 clusters Score -2242601 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -2242613.000000 Penalty: 2929.417480
	Iteration 36Q: 3 clusters Score -2242613 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -2242624.250000 Penalty: 2929.417480
	Iteration 37Q: 3 clusters Score -2242624 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -2242627.750000 Penalty: 2929.417480
	Iteration 38Q: 3 clusters Score -2242628 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -2242629.000000 Penalty: 2929.417480
	Iteration 39Q: 3 clusters Score -2242629 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -2242631.500000 Penalty: 2929.417480
	Iteration 40F: 3 clusters Score -2242632 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -2242635.500000 Penalty: 2929.417480
	Iteration 41Q: 3 clusters Score -2242636 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -2242643.250000 Penalty: 2929.417480
	Iteration 42Q: 3 clusters Score -2242643 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -2242646.500000 Penalty: 2929.417480
	Iteration 43Q: 3 clusters Score -2242646 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -2242650.000000 Penalty: 2929.417480
	Iteration 44Q: 3 clusters Score -2242650 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -2242658.500000 Penalty: 2929.417480
	Iteration 45Q: 3 clusters Score -2242658 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -2242663.000000 Penalty: 2929.417480
	Iteration 46Q: 3 clusters Score -2242663 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -2242665.750000 Penalty: 2929.417480
	Iteration 47Q: 3 clusters Score -2242666 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -2242667.500000 Penalty: 2929.417480
	Iteration 48Q: 3 clusters Score -2242668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -2242664.500000 Penalty: 2929.417480
	Iteration 49Q: 3 clusters Score -2242664 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -2242663.000000 Penalty: 2929.417480
	Iteration 50Q: 3 clusters Score -2242663 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -2242667.750000 Penalty: 2929.417480
	Iteration 51Q: 3 clusters Score -2242668 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -2242665.750000 Penalty: 2929.417480
	Iteration 52Q: 3 clusters Score -2242666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -2242671.750000 Penalty: 2929.417480
	Iteration 53Q: 3 clusters Score -2242672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -2242668.000000 Penalty: 2929.417480
	Iteration 54Q: 3 clusters Score -2242668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -2242666.250000 Penalty: 2929.417480
	Iteration 55Q: 3 clusters Score -2242666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -2242665.500000 Penalty: 2929.417480
	Iteration 56Q: 3 clusters Score -2242666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -2242672.500000 Penalty: 2929.417480
	Iteration 57Q: 3 clusters Score -2242672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -2242671.000000 Penalty: 2929.417480
	Iteration 58Q: 3 clusters Score -2242671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -2242671.750000 Penalty: 2929.417480
	Iteration 59Q: 3 clusters Score -2242672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -2242671.250000 Penalty: 2929.417480
	Iteration 60F: 3 clusters Score -2242671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -2242671.250000 Penalty: 2929.417480
	Iteration 61Q: 3 clusters Score -2242671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -2242670.000000 Penalty: 2929.417480
	Iteration 62Q: 3 clusters Score -2242670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -2242670.250000 Penalty: 2929.417480
	Iteration 63Q: 3 clusters Score -2242670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -2242670.250000 Penalty: 2929.417480
	Iteration 64Q: 3 clusters Score -2242670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -2242670.250000 Penalty: 2929.417480
	Iteration 65F: 3 clusters Score -2242670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 214 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 55112 members 
Mstep: Class 3 contains 11108 members 
Mstep: Class 4 contains 92800 members 
Mstep: Class 5 contains 12156 members 
Mstep: Class 6 contains 487 members 
Mstep: Class 7 contains 74491 members 
Mstep: Class 8 contains 12828 members 
Mstep: Class 9 contains 26261 members 
Mstep: Class 11 contains 23920 members 
Mstep: Class 12 contains 3157 members 
Mstep: Class 14 contains 68499 members 
Mstep: Class 15 contains 2465 members 
Mstep: Class 16 contains 7794 members 
Mstep: Class 17 contains 2267 members 
Mstep: Class 18 contains 55725 members 
Mstep: Class 19 contains 5380 members 
Mstep: Class 20 contains 27911 members 
Mstep: Class 21 contains 25883 members 
Mstep: Class 22 contains 38735 members 
Mstep: Class 24 contains 113039 members 
Entering Unmasked Estep 
Score: -80791232.000000 Penalty: 41904.855469
Splitting cluster 1 changes total score from -80789864.000000 to -80791232.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 2 (55112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55112 members 
Entering Unmasked Estep 
Score: -6796844.000000 Penalty: 1624.467896
	Iteration 0F: 2 clusters Score -6796844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27506 members 
Mstep: Class 2 contains 27606 members 
Entering Unmasked Estep 
Score: -6761739.500000 Penalty: 3248.935791
	Iteration 0F: 3 clusters Score -6761740 nChanged 25525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27019 members 
Mstep: Class 2 contains 28093 members 
Entering Unmasked Estep 
Score: -6776130.000000 Penalty: 3248.935791
	Iteration 1F: 3 clusters Score -6776130 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26761 members 
Mstep: Class 2 contains 28351 members 
Entering Unmasked Estep 
Score: -6776799.500000 Penalty: 3248.935791
	Iteration 2Q: 3 clusters Score -6776800 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26441 members 
Mstep: Class 2 contains 28671 members 
Entering Unmasked Estep 
Score: -6777550.000000 Penalty: 3248.935791
	Iteration 3Q: 3 clusters Score -6777550 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26061 members 
Mstep: Class 2 contains 29051 members 
Entering Unmasked Estep 
Score: -6778496.500000 Penalty: 3248.935791
	Iteration 4Q: 3 clusters Score -6778496 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25556 members 
Mstep: Class 2 contains 29556 members 
Entering Unmasked Estep 
Score: -6779849.500000 Penalty: 3248.935791
	Iteration 5Q: 3 clusters Score -6779850 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 30201 members 
Entering Unmasked Estep 
Score: -6781599.500000 Penalty: 3248.935791
	Iteration 6F: 3 clusters Score -6781600 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24251 members 
Mstep: Class 2 contains 30861 members 
Entering Unmasked Estep 
Score: -6783468.000000 Penalty: 3248.935791
	Iteration 7F: 3 clusters Score -6783468 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 31458 members 
Entering Unmasked Estep 
Score: -6784952.500000 Penalty: 3248.935791
	Iteration 8F: 3 clusters Score -6784952 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Mstep: Class 2 contains 31958 members 
Entering Unmasked Estep 
Score: -6786192.500000 Penalty: 3248.935791
	Iteration 9Q: 3 clusters Score -6786192 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 32458 members 
Entering Unmasked Estep 
Score: -6787201.500000 Penalty: 3248.935791
	Iteration 10Q: 3 clusters Score -6787202 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 33039 members 
Entering Unmasked Estep 
Score: -6788022.500000 Penalty: 3248.935791
	Iteration 11Q: 3 clusters Score -6788022 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21509 members 
Mstep: Class 2 contains 33603 members 
Entering Unmasked Estep 
Score: -6788556.000000 Penalty: 3248.935791
	Iteration 12Q: 3 clusters Score -6788556 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20860 members 
Mstep: Class 2 contains 34252 members 
Entering Unmasked Estep 
Score: -6788950.000000 Penalty: 3248.935791
	Iteration 13Q: 3 clusters Score -6788950 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 34858 members 
Entering Unmasked Estep 
Score: -6789243.000000 Penalty: 3248.935791
	Iteration 14Q: 3 clusters Score -6789243 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 35425 members 
Entering Unmasked Estep 
Score: -6789485.500000 Penalty: 3248.935791
	Iteration 15Q: 3 clusters Score -6789486 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 35935 members 
Entering Unmasked Estep 
Score: -6789704.000000 Penalty: 3248.935791
	Iteration 16Q: 3 clusters Score -6789704 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18678 members 
Mstep: Class 2 contains 36434 members 
Entering Unmasked Estep 
Score: -6789875.000000 Penalty: 3248.935791
	Iteration 17Q: 3 clusters Score -6789875 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 36928 members 
Entering Unmasked Estep 
Score: -6790025.500000 Penalty: 3248.935791
	Iteration 18Q: 3 clusters Score -6790026 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 37427 members 
Entering Unmasked Estep 
Score: -6790211.500000 Penalty: 3248.935791
	Iteration 19Q: 3 clusters Score -6790212 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 38005 members 
Entering Unmasked Estep 
Score: -6790410.000000 Penalty: 3248.935791
	Iteration 20F: 3 clusters Score -6790410 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 38624 members 
Entering Unmasked Estep 
Score: -6790601.000000 Penalty: 3248.935791
	Iteration 21Q: 3 clusters Score -6790601 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 39252 members 
Entering Unmasked Estep 
Score: -6790761.000000 Penalty: 3248.935791
	Iteration 22Q: 3 clusters Score -6790761 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 39887 members 
Entering Unmasked Estep 
Score: -6790922.000000 Penalty: 3248.935791
	Iteration 23Q: 3 clusters Score -6790922 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 40527 members 
Entering Unmasked Estep 
Score: -6791083.500000 Penalty: 3248.935791
	Iteration 24Q: 3 clusters Score -6791084 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 41207 members 
Entering Unmasked Estep 
Score: -6791279.500000 Penalty: 3248.935791
	Iteration 25Q: 3 clusters Score -6791280 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 41931 members 
Entering Unmasked Estep 
Score: -6791546.500000 Penalty: 3248.935791
	Iteration 26Q: 3 clusters Score -6791546 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 42681 members 
Entering Unmasked Estep 
Score: -6791746.000000 Penalty: 3248.935791
	Iteration 27Q: 3 clusters Score -6791746 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 43430 members 
Entering Unmasked Estep 
Score: -6791992.500000 Penalty: 3248.935791
	Iteration 28Q: 3 clusters Score -6791992 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 44220 members 
Entering Unmasked Estep 
Score: -6792316.000000 Penalty: 3248.935791
	Iteration 29Q: 3 clusters Score -6792316 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 45021 members 
Entering Unmasked Estep 
Score: -6792608.500000 Penalty: 3248.935791
	Iteration 30Q: 3 clusters Score -6792608 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 45814 members 
Entering Unmasked Estep 
Score: -6792902.500000 Penalty: 3248.935791
	Iteration 31Q: 3 clusters Score -6792902 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 46615 members 
Entering Unmasked Estep 
Score: -6793276.500000 Penalty: 3248.935791
	Iteration 32Q: 3 clusters Score -6793276 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 47349 members 
Entering Unmasked Estep 
Score: -6793610.000000 Penalty: 3248.935791
	Iteration 33Q: 3 clusters Score -6793610 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 48025 members 
Entering Unmasked Estep 
Score: -6793908.000000 Penalty: 3248.935791
	Iteration 34Q: 3 clusters Score -6793908 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 48621 members 
Entering Unmasked Estep 
Score: -6794184.500000 Penalty: 3248.935791
	Iteration 35Q: 3 clusters Score -6794184 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 49125 members 
Entering Unmasked Estep 
Score: -6794398.000000 Penalty: 3248.935791
	Iteration 36Q: 3 clusters Score -6794398 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 49566 members 
Entering Unmasked Estep 
Score: -6794628.000000 Penalty: 3248.935791
	Iteration 37Q: 3 clusters Score -6794628 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 49929 members 
Entering Unmasked Estep 
Score: -6794767.500000 Penalty: 3248.935791
	Iteration 38Q: 3 clusters Score -6794768 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 50232 members 
Entering Unmasked Estep 
Score: -6794872.500000 Penalty: 3248.935791
	Iteration 39Q: 3 clusters Score -6794872 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 50496 members 
Entering Unmasked Estep 
Score: -6794949.000000 Penalty: 3248.935791
	Iteration 40F: 3 clusters Score -6794949 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 50728 members 
Entering Unmasked Estep 
Score: -6795021.000000 Penalty: 3248.935791
	Iteration 41Q: 3 clusters Score -6795021 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 50935 members 
Entering Unmasked Estep 
Score: -6795093.000000 Penalty: 3248.935791
	Iteration 42Q: 3 clusters Score -6795093 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 51129 members 
Entering Unmasked Estep 
Score: -6795170.000000 Penalty: 3248.935791
	Iteration 43Q: 3 clusters Score -6795170 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 51289 members 
Entering Unmasked Estep 
Score: -6795225.500000 Penalty: 3248.935791
	Iteration 44Q: 3 clusters Score -6795226 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 51442 members 
Entering Unmasked Estep 
Score: -6795223.000000 Penalty: 3248.935791
	Iteration 45Q: 3 clusters Score -6795223 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 51564 members 
Entering Unmasked Estep 
Score: -6795259.000000 Penalty: 3248.935791
	Iteration 46Q: 3 clusters Score -6795259 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 51682 members 
Entering Unmasked Estep 
Score: -6795289.000000 Penalty: 3248.935791
	Iteration 47Q: 3 clusters Score -6795289 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 51789 members 
Entering Unmasked Estep 
Score: -6795303.500000 Penalty: 3248.935791
	Iteration 48Q: 3 clusters Score -6795304 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 51886 members 
Entering Unmasked Estep 
Score: -6795320.500000 Penalty: 3248.935791
	Iteration 49Q: 3 clusters Score -6795320 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 51987 members 
Entering Unmasked Estep 
Score: -6795341.000000 Penalty: 3248.935791
	Iteration 50Q: 3 clusters Score -6795341 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 52084 members 
Entering Unmasked Estep 
Score: -6795364.500000 Penalty: 3248.935791
	Iteration 51Q: 3 clusters Score -6795364 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 52163 members 
Entering Unmasked Estep 
Score: -6795390.000000 Penalty: 3248.935791
	Iteration 52Q: 3 clusters Score -6795390 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 52250 members 
Entering Unmasked Estep 
Score: -6795420.500000 Penalty: 3248.935791
	Iteration 53Q: 3 clusters Score -6795420 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 52309 members 
Entering Unmasked Estep 
Score: -6795430.000000 Penalty: 3248.935791
	Iteration 54Q: 3 clusters Score -6795430 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 52367 members 
Entering Unmasked Estep 
Score: -6795432.500000 Penalty: 3248.935791
	Iteration 55Q: 3 clusters Score -6795432 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 52418 members 
Entering Unmasked Estep 
Score: -6795456.500000 Penalty: 3248.935791
	Iteration 56Q: 3 clusters Score -6795456 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 52470 members 
Entering Unmasked Estep 
Score: -6795461.500000 Penalty: 3248.935791
	Iteration 57Q: 3 clusters Score -6795462 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 52511 members 
Entering Unmasked Estep 
Score: -6795463.500000 Penalty: 3248.935791
	Iteration 58Q: 3 clusters Score -6795464 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 52545 members 
Entering Unmasked Estep 
Score: -6795457.000000 Penalty: 3248.935791
	Iteration 59Q: 3 clusters Score -6795457 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 52586 members 
Entering Unmasked Estep 
Score: -6795470.500000 Penalty: 3248.935791
	Iteration 60F: 3 clusters Score -6795470 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 52621 members 
Entering Unmasked Estep 
Score: -6795489.500000 Penalty: 3248.935791
	Iteration 61Q: 3 clusters Score -6795490 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 52659 members 
Entering Unmasked Estep 
Score: -6795495.000000 Penalty: 3248.935791
	Iteration 62Q: 3 clusters Score -6795495 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 52690 members 
Entering Unmasked Estep 
Score: -6795501.500000 Penalty: 3248.935791
	Iteration 63Q: 3 clusters Score -6795502 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 52734 members 
Entering Unmasked Estep 
Score: -6795531.500000 Penalty: 3248.935791
	Iteration 64Q: 3 clusters Score -6795532 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 52778 members 
Entering Unmasked Estep 
Score: -6795555.500000 Penalty: 3248.935791
	Iteration 65Q: 3 clusters Score -6795556 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 52815 members 
Entering Unmasked Estep 
Score: -6795552.000000 Penalty: 3248.935791
	Iteration 66Q: 3 clusters Score -6795552 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 52859 members 
Entering Unmasked Estep 
Score: -6795560.000000 Penalty: 3248.935791
	Iteration 67Q: 3 clusters Score -6795560 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 52904 members 
Entering Unmasked Estep 
Score: -6795568.500000 Penalty: 3248.935791
	Iteration 68Q: 3 clusters Score -6795568 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 52951 members 
Entering Unmasked Estep 
Score: -6795587.000000 Penalty: 3248.935791
	Iteration 69Q: 3 clusters Score -6795587 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 52994 members 
Entering Unmasked Estep 
Score: -6795588.500000 Penalty: 3248.935791
	Iteration 70Q: 3 clusters Score -6795588 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 53043 members 
Entering Unmasked Estep 
Score: -6795614.000000 Penalty: 3248.935791
	Iteration 71Q: 3 clusters Score -6795614 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 53087 members 
Entering Unmasked Estep 
Score: -6795624.500000 Penalty: 3248.935791
	Iteration 72Q: 3 clusters Score -6795624 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 53132 members 
Entering Unmasked Estep 
Score: -6795654.000000 Penalty: 3248.935791
	Iteration 73Q: 3 clusters Score -6795654 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 53184 members 
Entering Unmasked Estep 
Score: -6795675.500000 Penalty: 3248.935791
	Iteration 74Q: 3 clusters Score -6795676 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 53233 members 
Entering Unmasked Estep 
Score: -6795709.000000 Penalty: 3248.935791
	Iteration 75Q: 3 clusters Score -6795709 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 53277 members 
Entering Unmasked Estep 
Score: -6795729.500000 Penalty: 3248.935791
	Iteration 76Q: 3 clusters Score -6795730 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 53322 members 
Entering Unmasked Estep 
Score: -6795746.500000 Penalty: 3248.935791
	Iteration 77Q: 3 clusters Score -6795746 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 53362 members 
Entering Unmasked Estep 
Score: -6795775.000000 Penalty: 3248.935791
	Iteration 78Q: 3 clusters Score -6795775 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 53396 members 
Entering Unmasked Estep 
Score: -6795782.500000 Penalty: 3248.935791
	Iteration 79Q: 3 clusters Score -6795782 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 53427 members 
Entering Unmasked Estep 
Score: -6795775.000000 Penalty: 3248.935791
	Iteration 80F: 3 clusters Score -6795775 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 53442 members 
Entering Unmasked Estep 
Score: -6795779.000000 Penalty: 3248.935791
	Iteration 81Q: 3 clusters Score -6795779 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 53454 members 
Entering Unmasked Estep 
Score: -6795777.500000 Penalty: 3248.935791
	Iteration 82Q: 3 clusters Score -6795778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 53463 members 
Entering Unmasked Estep 
Score: -6795777.500000 Penalty: 3248.935791
	Iteration 83Q: 3 clusters Score -6795778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 53474 members 
Entering Unmasked Estep 
Score: -6795786.000000 Penalty: 3248.935791
	Iteration 84Q: 3 clusters Score -6795786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 53481 members 
Entering Unmasked Estep 
Score: -6795791.000000 Penalty: 3248.935791
	Iteration 85Q: 3 clusters Score -6795791 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 53494 members 
Entering Unmasked Estep 
Score: -6795787.000000 Penalty: 3248.935791
	Iteration 86Q: 3 clusters Score -6795787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 53502 members 
Entering Unmasked Estep 
Score: -6795797.000000 Penalty: 3248.935791
	Iteration 87Q: 3 clusters Score -6795797 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 53505 members 
Entering Unmasked Estep 
Score: -6795790.000000 Penalty: 3248.935791
	Iteration 88Q: 3 clusters Score -6795790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 53508 members 
Entering Unmasked Estep 
Score: -6795794.000000 Penalty: 3248.935791
	Iteration 89Q: 3 clusters Score -6795794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 53510 members 
Entering Unmasked Estep 
Score: -6795788.000000 Penalty: 3248.935791
	Iteration 90Q: 3 clusters Score -6795788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 53512 members 
Entering Unmasked Estep 
Score: -6795802.500000 Penalty: 3248.935791
	Iteration 91Q: 3 clusters Score -6795802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 53515 members 
Entering Unmasked Estep 
Score: -6795798.500000 Penalty: 3248.935791
	Iteration 92Q: 3 clusters Score -6795798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 53520 members 
Entering Unmasked Estep 
Score: -6795792.000000 Penalty: 3248.935791
	Iteration 93Q: 3 clusters Score -6795792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 53525 members 
Entering Unmasked Estep 
Score: -6795798.000000 Penalty: 3248.935791
	Iteration 94Q: 3 clusters Score -6795798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 53528 members 
Entering Unmasked Estep 
Score: -6795798.500000 Penalty: 3248.935791
	Iteration 95Q: 3 clusters Score -6795798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 53531 members 
Entering Unmasked Estep 
Score: -6795796.000000 Penalty: 3248.935791
	Iteration 96Q: 3 clusters Score -6795796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 53532 members 
Entering Unmasked Estep 
Score: -6795792.500000 Penalty: 3248.935791
	Iteration 97Q: 3 clusters Score -6795792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 53534 members 
Entering Unmasked Estep 
Score: -6795792.000000 Penalty: 3248.935791
	Iteration 98Q: 3 clusters Score -6795792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 53535 members 
Entering Unmasked Estep 
Score: -6795794.000000 Penalty: 3248.935791
	Iteration 99Q: 3 clusters Score -6795794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 53534 members 
Entering Unmasked Estep 
Score: -6795797.000000 Penalty: 3248.935791
	Iteration 100F: 3 clusters Score -6795797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 53537 members 
Entering Unmasked Estep 
Score: -6795793.000000 Penalty: 3248.935791
	Iteration 101Q: 3 clusters Score -6795793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 53539 members 
Entering Unmasked Estep 
Score: -6795795.000000 Penalty: 3248.935791
	Iteration 102Q: 3 clusters Score -6795795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 53542 members 
Entering Unmasked Estep 
Score: -6795790.000000 Penalty: 3248.935791
	Iteration 103Q: 3 clusters Score -6795790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 53545 members 
Entering Unmasked Estep 
Score: -6795790.500000 Penalty: 3248.935791
	Iteration 104Q: 3 clusters Score -6795790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 53547 members 
Entering Unmasked Estep 
Score: -6795790.000000 Penalty: 3248.935791
	Iteration 105Q: 3 clusters Score -6795790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 53549 members 
Entering Unmasked Estep 
Score: -6795797.000000 Penalty: 3248.935791
	Iteration 106Q: 3 clusters Score -6795797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 53551 members 
Entering Unmasked Estep 
Score: -6795796.500000 Penalty: 3248.935791
	Iteration 107Q: 3 clusters Score -6795796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 53553 members 
Entering Unmasked Estep 
Score: -6795799.000000 Penalty: 3248.935791
	Iteration 108Q: 3 clusters Score -6795799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 53553 members 
Entering Unmasked Estep 
Score: -6795799.000000 Penalty: 3248.935791
	Iteration 109F: 3 clusters Score -6795799 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Entering Unmasked Estep 
Score: -1298981.250000 Penalty: 1386.134644
	Iteration 0F: 2 clusters Score -1298981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1291642.875000 Penalty: 2772.269287
	Iteration 0F: 3 clusters Score -1291643 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1294304.375000 Penalty: 2772.269287
	Iteration 1F: 3 clusters Score -1294304 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1294759.500000 Penalty: 2772.269287
	Iteration 2F: 3 clusters Score -1294760 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1295234.625000 Penalty: 2772.269287
	Iteration 3F: 3 clusters Score -1295235 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1295773.000000 Penalty: 2772.269287
	Iteration 4F: 3 clusters Score -1295773 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1296339.250000 Penalty: 2772.269287
	Iteration 5F: 3 clusters Score -1296339 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1296899.375000 Penalty: 2772.269287
	Iteration 6F: 3 clusters Score -1296899 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1297506.500000 Penalty: 2772.269287
	Iteration 7F: 3 clusters Score -1297506 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1298114.000000 Penalty: 2772.269287
	Iteration 8F: 3 clusters Score -1298114 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1298485.000000 Penalty: 2772.269287
	Iteration 9Q: 3 clusters Score -1298485 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1298705.875000 Penalty: 2772.269287
	Iteration 10Q: 3 clusters Score -1298706 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1298867.750000 Penalty: 2772.269287
	Iteration 11Q: 3 clusters Score -1298868 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1298991.500000 Penalty: 2772.269287
	Iteration 12Q: 3 clusters Score -1298992 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1299083.375000 Penalty: 2772.269287
	Iteration 13Q: 3 clusters Score -1299083 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1299147.500000 Penalty: 2772.269287
	Iteration 14Q: 3 clusters Score -1299148 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1299201.875000 Penalty: 2772.269287
	Iteration 15Q: 3 clusters Score -1299202 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1299230.375000 Penalty: 2772.269287
	Iteration 16Q: 3 clusters Score -1299230 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1299255.375000 Penalty: 2772.269287
	Iteration 17Q: 3 clusters Score -1299255 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1299280.375000 Penalty: 2772.269287
	Iteration 18Q: 3 clusters Score -1299280 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1299296.250000 Penalty: 2772.269287
	Iteration 19Q: 3 clusters Score -1299296 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1299311.625000 Penalty: 2772.269287
	Iteration 20F: 3 clusters Score -1299312 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1299321.375000 Penalty: 2772.269287
	Iteration 21Q: 3 clusters Score -1299321 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1299325.000000 Penalty: 2772.269287
	Iteration 22Q: 3 clusters Score -1299325 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1299334.250000 Penalty: 2772.269287
	Iteration 23Q: 3 clusters Score -1299334 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1299342.625000 Penalty: 2772.269287
	Iteration 24Q: 3 clusters Score -1299343 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1299350.250000 Penalty: 2772.269287
	Iteration 25Q: 3 clusters Score -1299350 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1299352.000000 Penalty: 2772.269287
	Iteration 26Q: 3 clusters Score -1299352 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1299355.625000 Penalty: 2772.269287
	Iteration 27Q: 3 clusters Score -1299356 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1299364.750000 Penalty: 2772.269287
	Iteration 28Q: 3 clusters Score -1299365 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1299365.500000 Penalty: 2772.269287
	Iteration 29Q: 3 clusters Score -1299366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1299363.375000 Penalty: 2772.269287
	Iteration 30Q: 3 clusters Score -1299363 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1299369.250000 Penalty: 2772.269287
	Iteration 31Q: 3 clusters Score -1299369 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1299366.250000 Penalty: 2772.269287
	Iteration 32Q: 3 clusters Score -1299366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1299368.750000 Penalty: 2772.269287
	Iteration 33Q: 3 clusters Score -1299369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1299366.625000 Penalty: 2772.269287
	Iteration 34Q: 3 clusters Score -1299367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1299367.750000 Penalty: 2772.269287
	Iteration 35Q: 3 clusters Score -1299368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1299368.500000 Penalty: 2772.269287
	Iteration 36Q: 3 clusters Score -1299368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1299368.125000 Penalty: 2772.269287
	Iteration 37Q: 3 clusters Score -1299368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1299370.000000 Penalty: 2772.269287
	Iteration 38Q: 3 clusters Score -1299370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1299367.250000 Penalty: 2772.269287
	Iteration 39Q: 3 clusters Score -1299367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1299371.375000 Penalty: 2772.269287
	Iteration 40F: 3 clusters Score -1299371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1299371.625000 Penalty: 2772.269287
	Iteration 41Q: 3 clusters Score -1299372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1299371.625000 Penalty: 2772.269287
	Iteration 42F: 3 clusters Score -1299372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 214 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 55112 members 
Mstep: Class 3 contains 3920 members 
Mstep: Class 4 contains 92800 members 
Mstep: Class 5 contains 12156 members 
Mstep: Class 6 contains 487 members 
Mstep: Class 7 contains 74491 members 
Mstep: Class 8 contains 12828 members 
Mstep: Class 9 contains 26261 members 
Mstep: Class 10 contains 7188 members 
Mstep: Class 11 contains 23920 members 
Mstep: Class 12 contains 3157 members 
Mstep: Class 14 contains 68499 members 
Mstep: Class 15 contains 2465 members 
Mstep: Class 16 contains 7794 members 
Mstep: Class 17 contains 2267 members 
Mstep: Class 18 contains 55725 members 
Mstep: Class 19 contains 5380 members 
Mstep: Class 20 contains 27911 members 
Mstep: Class 21 contains 25883 members 
Mstep: Class 22 contains 38735 members 
Mstep: Class 24 contains 113039 members 
Entering Unmasked Estep 
Score: -80791016.000000 Penalty: 43900.324219
Splitting cluster 3 changes total score from -80789864.000000 to -80791016.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 4 (92800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92800 members 
Entering Unmasked Estep 
Score: -11694947.000000 Penalty: 1702.004517
	Iteration 0F: 2 clusters Score -1.169495e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46829 members 
Mstep: Class 2 contains 45971 members 
Entering Unmasked Estep 
Score: -11651167.000000 Penalty: 3404.009033
	Iteration 0F: 3 clusters Score -1.165117e+07 nChanged 43726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51263 members 
Mstep: Class 2 contains 41537 members 
Entering Unmasked Estep 
Score: -11676160.000000 Penalty: 3404.009033
	Iteration 1F: 3 clusters Score -1.167616e+07 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53645 members 
Mstep: Class 2 contains 39155 members 
Entering Unmasked Estep 
Score: -11677446.000000 Penalty: 3404.009033
	Iteration 2Q: 3 clusters Score -1.167745e+07 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56906 members 
Mstep: Class 2 contains 35894 members 
Entering Unmasked Estep 
Score: -11679174.000000 Penalty: 3404.009033
	Iteration 3F: 3 clusters Score -1.167917e+07 nChanged 5365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61079 members 
Mstep: Class 2 contains 31721 members 
Entering Unmasked Estep 
Score: -11681209.000000 Penalty: 3404.009033
	Iteration 4F: 3 clusters Score -1.168121e+07 nChanged 5745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65974 members 
Mstep: Class 2 contains 26826 members 
Entering Unmasked Estep 
Score: -11683985.000000 Penalty: 3404.009033
	Iteration 5F: 3 clusters Score -1.168398e+07 nChanged 5659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70981 members 
Mstep: Class 2 contains 21819 members 
Entering Unmasked Estep 
Score: -11686840.000000 Penalty: 3404.009033
	Iteration 6F: 3 clusters Score -1.168684e+07 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75636 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -11689853.000000 Penalty: 3404.009033
	Iteration 7F: 3 clusters Score -1.168985e+07 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79483 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -11691590.000000 Penalty: 3404.009033
	Iteration 8Q: 3 clusters Score -1.169159e+07 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82365 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -11692386.000000 Penalty: 3404.009033
	Iteration 9Q: 3 clusters Score -1.169239e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84304 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -11692985.000000 Penalty: 3404.009033
	Iteration 10Q: 3 clusters Score -1.169298e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85559 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -11693359.000000 Penalty: 3404.009033
	Iteration 11Q: 3 clusters Score -1.169336e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86430 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -11693686.000000 Penalty: 3404.009033
	Iteration 12Q: 3 clusters Score -1.169369e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87062 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -11693891.000000 Penalty: 3404.009033
	Iteration 13Q: 3 clusters Score -1.169389e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87499 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -11694108.000000 Penalty: 3404.009033
	Iteration 14Q: 3 clusters Score -1.169411e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87862 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -11694214.000000 Penalty: 3404.009033
	Iteration 15Q: 3 clusters Score -1.169421e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88152 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -11694289.000000 Penalty: 3404.009033
	Iteration 16Q: 3 clusters Score -1.169429e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88372 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -11694382.000000 Penalty: 3404.009033
	Iteration 17Q: 3 clusters Score -1.169438e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88589 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -11694366.000000 Penalty: 3404.009033
	Iteration 18Q: 3 clusters Score -1.169437e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88774 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -11694420.000000 Penalty: 3404.009033
	Iteration 19Q: 3 clusters Score -1.169442e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88916 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -11694464.000000 Penalty: 3404.009033
	Iteration 20F: 3 clusters Score -1.169446e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89043 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -11694482.000000 Penalty: 3404.009033
	Iteration 21Q: 3 clusters Score -1.169448e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89152 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -11694502.000000 Penalty: 3404.009033
	Iteration 22Q: 3 clusters Score -1.16945e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89258 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -11694525.000000 Penalty: 3404.009033
	Iteration 23Q: 3 clusters Score -1.169452e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89352 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -11694557.000000 Penalty: 3404.009033
	Iteration 24Q: 3 clusters Score -1.169456e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89419 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -11694596.000000 Penalty: 3404.009033
	Iteration 25Q: 3 clusters Score -1.16946e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89461 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -11694617.000000 Penalty: 3404.009033
	Iteration 26Q: 3 clusters Score -1.169462e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89496 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -11694666.000000 Penalty: 3404.009033
	Iteration 27Q: 3 clusters Score -1.169467e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89543 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -11694667.000000 Penalty: 3404.009033
	Iteration 28Q: 3 clusters Score -1.169467e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89598 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -11694705.000000 Penalty: 3404.009033
	Iteration 29Q: 3 clusters Score -1.16947e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89643 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -11694761.000000 Penalty: 3404.009033
	Iteration 30Q: 3 clusters Score -1.169476e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89670 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -11694797.000000 Penalty: 3404.009033
	Iteration 31Q: 3 clusters Score -1.16948e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89725 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -11694809.000000 Penalty: 3404.009033
	Iteration 32Q: 3 clusters Score -1.169481e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89776 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -11694805.000000 Penalty: 3404.009033
	Iteration 33Q: 3 clusters Score -1.16948e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89817 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -11694815.000000 Penalty: 3404.009033
	Iteration 34Q: 3 clusters Score -1.169482e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89856 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -11694837.000000 Penalty: 3404.009033
	Iteration 35Q: 3 clusters Score -1.169484e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89890 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -11694872.000000 Penalty: 3404.009033
	Iteration 36Q: 3 clusters Score -1.169487e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89919 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -11694867.000000 Penalty: 3404.009033
	Iteration 37Q: 3 clusters Score -1.169487e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89948 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -11694891.000000 Penalty: 3404.009033
	Iteration 38Q: 3 clusters Score -1.169489e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89964 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -11694886.000000 Penalty: 3404.009033
	Iteration 39Q: 3 clusters Score -1.169489e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89975 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -11694898.000000 Penalty: 3404.009033
	Iteration 40F: 3 clusters Score -1.16949e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89989 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -11694915.000000 Penalty: 3404.009033
	Iteration 41Q: 3 clusters Score -1.169492e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90007 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -11694914.000000 Penalty: 3404.009033
	Iteration 42Q: 3 clusters Score -1.169491e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90033 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -11694929.000000 Penalty: 3404.009033
	Iteration 43Q: 3 clusters Score -1.169493e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90062 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -11694921.000000 Penalty: 3404.009033
	Iteration 44Q: 3 clusters Score -1.169492e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90092 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -11694945.000000 Penalty: 3404.009033
	Iteration 45Q: 3 clusters Score -1.169494e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90117 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -11694947.000000 Penalty: 3404.009033
	Iteration 46Q: 3 clusters Score -1.169495e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90152 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -11694943.000000 Penalty: 3404.009033
	Iteration 47Q: 3 clusters Score -1.169494e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90173 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -11694943.000000 Penalty: 3404.009033
	Iteration 48Q: 3 clusters Score -1.169494e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90183 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -11694956.000000 Penalty: 3404.009033
	Iteration 49Q: 3 clusters Score -1.169496e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90184 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -11694972.000000 Penalty: 3404.009033
	Iteration 50Q: 3 clusters Score -1.169497e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90192 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -11694974.000000 Penalty: 3404.009033
	Iteration 51Q: 3 clusters Score -1.169497e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90191 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -11694979.000000 Penalty: 3404.009033
	Iteration 52Q: 3 clusters Score -1.169498e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90193 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -11694979.000000 Penalty: 3404.009033
	Iteration 53Q: 3 clusters Score -1.169498e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90190 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -11694999.000000 Penalty: 3404.009033
	Iteration 54Q: 3 clusters Score -1.1695e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90190 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -11695011.000000 Penalty: 3404.009033
	Iteration 55Q: 3 clusters Score -1.169501e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90188 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -11695016.000000 Penalty: 3404.009033
	Iteration 56Q: 3 clusters Score -1.169502e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90191 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -11695030.000000 Penalty: 3404.009033
	Iteration 57Q: 3 clusters Score -1.169503e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90189 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -11695046.000000 Penalty: 3404.009033
	Iteration 58Q: 3 clusters Score -1.169505e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90192 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -11695044.000000 Penalty: 3404.009033
	Iteration 59Q: 3 clusters Score -1.169504e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90190 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -11695051.000000 Penalty: 3404.009033
	Iteration 60F: 3 clusters Score -1.169505e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90199 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -11695052.000000 Penalty: 3404.009033
	Iteration 61Q: 3 clusters Score -1.169505e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90214 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -11695052.000000 Penalty: 3404.009033
	Iteration 62Q: 3 clusters Score -1.169505e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90216 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -11695082.000000 Penalty: 3404.009033
	Iteration 63Q: 3 clusters Score -1.169508e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90216 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -11695090.000000 Penalty: 3404.009033
	Iteration 64Q: 3 clusters Score -1.169509e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90219 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -11695115.000000 Penalty: 3404.009033
	Iteration 65Q: 3 clusters Score -1.169512e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90219 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -11695130.000000 Penalty: 3404.009033
	Iteration 66Q: 3 clusters Score -1.169513e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90214 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -11695136.000000 Penalty: 3404.009033
	Iteration 67Q: 3 clusters Score -1.169514e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90213 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -11695166.000000 Penalty: 3404.009033
	Iteration 68Q: 3 clusters Score -1.169517e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90213 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -11695188.000000 Penalty: 3404.009033
	Iteration 69Q: 3 clusters Score -1.169519e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90201 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -11695196.000000 Penalty: 3404.009033
	Iteration 70Q: 3 clusters Score -1.16952e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90196 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -11695201.000000 Penalty: 3404.009033
	Iteration 71Q: 3 clusters Score -1.16952e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90195 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -11695219.000000 Penalty: 3404.009033
	Iteration 72Q: 3 clusters Score -1.169522e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90196 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -11695209.000000 Penalty: 3404.009033
	Iteration 73Q: 3 clusters Score -1.169521e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90186 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -11695213.000000 Penalty: 3404.009033
	Iteration 74Q: 3 clusters Score -1.169521e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90184 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -11695220.000000 Penalty: 3404.009033
	Iteration 75Q: 3 clusters Score -1.169522e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90178 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -11695227.000000 Penalty: 3404.009033
	Iteration 76Q: 3 clusters Score -1.169523e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90169 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -11695229.000000 Penalty: 3404.009033
	Iteration 77Q: 3 clusters Score -1.169523e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90169 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -11695240.000000 Penalty: 3404.009033
	Iteration 78Q: 3 clusters Score -1.169524e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90159 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -11695255.000000 Penalty: 3404.009033
	Iteration 79Q: 3 clusters Score -1.169526e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90147 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -11695261.000000 Penalty: 3404.009033
	Iteration 80F: 3 clusters Score -1.169526e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90139 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -11695267.000000 Penalty: 3404.009033
	Iteration 81Q: 3 clusters Score -1.169527e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90131 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -11695269.000000 Penalty: 3404.009033
	Iteration 82Q: 3 clusters Score -1.169527e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90118 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -11695299.000000 Penalty: 3404.009033
	Iteration 83Q: 3 clusters Score -1.16953e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90105 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -11695290.000000 Penalty: 3404.009033
	Iteration 84Q: 3 clusters Score -1.169529e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90088 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -11695275.000000 Penalty: 3404.009033
	Iteration 85Q: 3 clusters Score -1.169528e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90063 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -11695307.000000 Penalty: 3404.009033
	Iteration 86Q: 3 clusters Score -1.169531e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90047 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -11695314.000000 Penalty: 3404.009033
	Iteration 87Q: 3 clusters Score -1.169531e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90036 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -11695316.000000 Penalty: 3404.009033
	Iteration 88Q: 3 clusters Score -1.169532e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90017 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -11695345.000000 Penalty: 3404.009033
	Iteration 89Q: 3 clusters Score -1.169534e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90004 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -11695354.000000 Penalty: 3404.009033
	Iteration 90Q: 3 clusters Score -1.169535e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89989 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -11695363.000000 Penalty: 3404.009033
	Iteration 91Q: 3 clusters Score -1.169536e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89973 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -11695375.000000 Penalty: 3404.009033
	Iteration 92Q: 3 clusters Score -1.169538e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89962 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -11695415.000000 Penalty: 3404.009033
	Iteration 93Q: 3 clusters Score -1.169542e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89950 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -11695399.000000 Penalty: 3404.009033
	Iteration 94Q: 3 clusters Score -1.16954e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89940 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -11695399.000000 Penalty: 3404.009033
	Iteration 95Q: 3 clusters Score -1.16954e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89927 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -11695429.000000 Penalty: 3404.009033
	Iteration 96Q: 3 clusters Score -1.169543e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89911 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -11695449.000000 Penalty: 3404.009033
	Iteration 97Q: 3 clusters Score -1.169545e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89889 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -11695471.000000 Penalty: 3404.009033
	Iteration 98Q: 3 clusters Score -1.169547e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89868 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -11695494.000000 Penalty: 3404.009033
	Iteration 99Q: 3 clusters Score -1.169549e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89857 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -11695509.000000 Penalty: 3404.009033
	Iteration 100F: 3 clusters Score -1.169551e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89837 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -11695541.000000 Penalty: 3404.009033
	Iteration 101Q: 3 clusters Score -1.169554e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89825 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -11695545.000000 Penalty: 3404.009033
	Iteration 102Q: 3 clusters Score -1.169554e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89801 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -11695572.000000 Penalty: 3404.009033
	Iteration 103Q: 3 clusters Score -1.169557e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89778 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -11695580.000000 Penalty: 3404.009033
	Iteration 104Q: 3 clusters Score -1.169558e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89758 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -11695608.000000 Penalty: 3404.009033
	Iteration 105Q: 3 clusters Score -1.169561e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89732 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -11695643.000000 Penalty: 3404.009033
	Iteration 106Q: 3 clusters Score -1.169564e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89708 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -11695653.000000 Penalty: 3404.009033
	Iteration 107Q: 3 clusters Score -1.169565e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89674 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -11695671.000000 Penalty: 3404.009033
	Iteration 108Q: 3 clusters Score -1.169567e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89652 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -11695699.000000 Penalty: 3404.009033
	Iteration 109Q: 3 clusters Score -1.16957e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89630 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -11695723.000000 Penalty: 3404.009033
	Iteration 110Q: 3 clusters Score -1.169572e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89607 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -11695773.000000 Penalty: 3404.009033
	Iteration 111Q: 3 clusters Score -1.169577e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89585 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -11695811.000000 Penalty: 3404.009033
	Iteration 112Q: 3 clusters Score -1.169581e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89561 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -11695830.000000 Penalty: 3404.009033
	Iteration 113Q: 3 clusters Score -1.169583e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89545 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -11695841.000000 Penalty: 3404.009033
	Iteration 114Q: 3 clusters Score -1.169584e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89527 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -11695867.000000 Penalty: 3404.009033
	Iteration 115Q: 3 clusters Score -1.169587e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89508 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -11695892.000000 Penalty: 3404.009033
	Iteration 116Q: 3 clusters Score -1.169589e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89497 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -11695891.000000 Penalty: 3404.009033
	Iteration 117Q: 3 clusters Score -1.169589e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89494 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -11695912.000000 Penalty: 3404.009033
	Iteration 118Q: 3 clusters Score -1.169591e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89485 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -11695939.000000 Penalty: 3404.009033
	Iteration 119Q: 3 clusters Score -1.169594e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89477 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -11695959.000000 Penalty: 3404.009033
	Iteration 120F: 3 clusters Score -1.169596e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89467 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -11695983.000000 Penalty: 3404.009033
	Iteration 121Q: 3 clusters Score -1.169598e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89465 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -11696031.000000 Penalty: 3404.009033
	Iteration 122Q: 3 clusters Score -1.169603e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89460 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -11696032.000000 Penalty: 3404.009033
	Iteration 123Q: 3 clusters Score -1.169603e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89447 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -11696083.000000 Penalty: 3404.009033
	Iteration 124Q: 3 clusters Score -1.169608e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89429 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -11696102.000000 Penalty: 3404.009033
	Iteration 125Q: 3 clusters Score -1.16961e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89406 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -11696126.000000 Penalty: 3404.009033
	Iteration 126Q: 3 clusters Score -1.169613e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89397 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -11696150.000000 Penalty: 3404.009033
	Iteration 127Q: 3 clusters Score -1.169615e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89390 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -11696158.000000 Penalty: 3404.009033
	Iteration 128Q: 3 clusters Score -1.169616e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89378 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -11696159.000000 Penalty: 3404.009033
	Iteration 129Q: 3 clusters Score -1.169616e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89372 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -11696185.000000 Penalty: 3404.009033
	Iteration 130Q: 3 clusters Score -1.169618e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89365 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -11696196.000000 Penalty: 3404.009033
	Iteration 131Q: 3 clusters Score -1.16962e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89354 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -11696187.000000 Penalty: 3404.009033
	Iteration 132Q: 3 clusters Score -1.169619e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89344 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -11696195.000000 Penalty: 3404.009033
	Iteration 133Q: 3 clusters Score -1.16962e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89327 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -11696225.000000 Penalty: 3404.009033
	Iteration 134Q: 3 clusters Score -1.169622e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89315 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -11696238.000000 Penalty: 3404.009033
	Iteration 135Q: 3 clusters Score -1.169624e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89299 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -11696256.000000 Penalty: 3404.009033
	Iteration 136Q: 3 clusters Score -1.169626e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89278 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -11696272.000000 Penalty: 3404.009033
	Iteration 137Q: 3 clusters Score -1.169627e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89259 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -11696281.000000 Penalty: 3404.009033
	Iteration 138Q: 3 clusters Score -1.169628e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89248 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -11696307.000000 Penalty: 3404.009033
	Iteration 139Q: 3 clusters Score -1.169631e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89243 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -11696295.000000 Penalty: 3404.009033
	Iteration 140F: 3 clusters Score -1.16963e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89236 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -11696303.000000 Penalty: 3404.009033
	Iteration 141Q: 3 clusters Score -1.16963e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89235 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -11696302.000000 Penalty: 3404.009033
	Iteration 142Q: 3 clusters Score -1.16963e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89231 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -11696312.000000 Penalty: 3404.009033
	Iteration 143Q: 3 clusters Score -1.169631e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89222 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -11696331.000000 Penalty: 3404.009033
	Iteration 144Q: 3 clusters Score -1.169633e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89217 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -11696331.000000 Penalty: 3404.009033
	Iteration 145Q: 3 clusters Score -1.169633e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89212 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -11696349.000000 Penalty: 3404.009033
	Iteration 146Q: 3 clusters Score -1.169635e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89211 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -11696349.000000 Penalty: 3404.009033
	Iteration 147Q: 3 clusters Score -1.169635e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89213 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -11696349.000000 Penalty: 3404.009033
	Iteration 148Q: 3 clusters Score -1.169635e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89213 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -11696357.000000 Penalty: 3404.009033
	Iteration 149Q: 3 clusters Score -1.169636e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89210 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -11696360.000000 Penalty: 3404.009033
	Iteration 150Q: 3 clusters Score -1.169636e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89206 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -11696356.000000 Penalty: 3404.009033
	Iteration 151Q: 3 clusters Score -1.169636e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89205 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -11696366.000000 Penalty: 3404.009033
	Iteration 152Q: 3 clusters Score -1.169637e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89203 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -11696372.000000 Penalty: 3404.009033
	Iteration 153Q: 3 clusters Score -1.169637e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89203 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -11696367.000000 Penalty: 3404.009033
	Iteration 154Q: 3 clusters Score -1.169637e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89201 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -11696370.000000 Penalty: 3404.009033
	Iteration 155Q: 3 clusters Score -1.169637e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89199 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -11696379.000000 Penalty: 3404.009033
	Iteration 156Q: 3 clusters Score -1.169638e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89199 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -11696377.000000 Penalty: 3404.009033
	Iteration 157Q: 3 clusters Score -1.169638e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89201 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -11696378.000000 Penalty: 3404.009033
	Iteration 158Q: 3 clusters Score -1.169638e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89200 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -11696378.000000 Penalty: 3404.009033
	Iteration 159Q: 3 clusters Score -1.169638e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89200 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -11696378.000000 Penalty: 3404.009033
	Iteration 160F: 3 clusters Score -1.169638e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 214 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 55112 members 
Mstep: Class 3 contains 3920 members 
Mstep: Class 4 contains 89200 members 
Mstep: Class 5 contains 12156 members 
Mstep: Class 6 contains 487 members 
Mstep: Class 7 contains 74491 members 
Mstep: Class 8 contains 12828 members 
Mstep: Class 9 contains 26261 members 
Mstep: Class 10 contains 7188 members 
Mstep: Class 11 contains 23920 members 
Mstep: Class 12 contains 3157 members 
Mstep: Class 13 contains 3600 members 
Mstep: Class 14 contains 68499 members 
Mstep: Class 15 contains 2465 members 
Mstep: Class 16 contains 7794 members 
Mstep: Class 17 contains 2267 members 
Mstep: Class 18 contains 55725 members 
Mstep: Class 19 contains 5380 members 
Mstep: Class 20 contains 27911 members 
Mstep: Class 21 contains 25883 members 
Mstep: Class 22 contains 38735 members 
Mstep: Class 24 contains 113039 members 
Entering Unmasked Estep 
Score: -80792032.000000 Penalty: 45895.796875
Splitting cluster 4 changes total score from -80789864.000000 to -80792032.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 6 (487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Entering Unmasked Estep 
Score: -52802.292969 Penalty: 920.813660
	Iteration 0F: 2 clusters Score -52802.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -51931.871094 Penalty: 1841.627319
	Iteration 0F: 3 clusters Score -51931.87 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -52174.578125 Penalty: 1841.627319
	Iteration 1F: 3 clusters Score -52174.58 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -52292.179688 Penalty: 1841.627319
	Iteration 2F: 3 clusters Score -52292.18 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -52367.250000 Penalty: 1841.627319
	Iteration 3Q: 3 clusters Score -52367.25 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -52453.542969 Penalty: 1841.627319
	Iteration 4Q: 3 clusters Score -52453.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -52503.324219 Penalty: 1841.627319
	Iteration 5Q: 3 clusters Score -52503.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -52546.921875 Penalty: 1841.627319
	Iteration 6Q: 3 clusters Score -52546.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -52602.589844 Penalty: 1841.627319
	Iteration 7Q: 3 clusters Score -52602.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -52633.730469 Penalty: 1841.627319
	Iteration 8Q: 3 clusters Score -52633.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -52672.773438 Penalty: 1841.627319
	Iteration 9Q: 3 clusters Score -52672.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -52707.921875 Penalty: 1841.627319
	Iteration 10Q: 3 clusters Score -52707.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -52742.851562 Penalty: 1841.627319
	Iteration 11Q: 3 clusters Score -52742.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -52755.191406 Penalty: 1841.627319
	Iteration 12Q: 3 clusters Score -52755.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -52757.593750 Penalty: 1841.627319
	Iteration 13Q: 3 clusters Score -52757.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -52757.593750 Penalty: 1841.627319
	Iteration 14F: 3 clusters Score -52757.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (74491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74491 members 
Entering Unmasked Estep 
Score: -9318688.000000 Penalty: 1669.302979
	Iteration 0F: 2 clusters Score -9318688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37388 members 
Mstep: Class 2 contains 37103 members 
Entering Unmasked Estep 
Score: -9274545.000000 Penalty: 3338.605957
	Iteration 0F: 3 clusters Score -9274545 nChanged 34965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39375 members 
Mstep: Class 2 contains 35116 members 
Entering Unmasked Estep 
Score: -9294532.000000 Penalty: 3338.605957
	Iteration 1F: 3 clusters Score -9294532 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40382 members 
Mstep: Class 2 contains 34109 members 
Entering Unmasked Estep 
Score: -9295168.000000 Penalty: 3338.605957
	Iteration 2Q: 3 clusters Score -9295168 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41849 members 
Mstep: Class 2 contains 32642 members 
Entering Unmasked Estep 
Score: -9295931.000000 Penalty: 3338.605957
	Iteration 3Q: 3 clusters Score -9295931 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43851 members 
Mstep: Class 2 contains 30640 members 
Entering Unmasked Estep 
Score: -9296979.000000 Penalty: 3338.605957
	Iteration 4Q: 3 clusters Score -9296979 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46480 members 
Mstep: Class 2 contains 28011 members 
Entering Unmasked Estep 
Score: -9298355.000000 Penalty: 3338.605957
	Iteration 5Q: 3 clusters Score -9298355 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49730 members 
Mstep: Class 2 contains 24761 members 
Entering Unmasked Estep 
Score: -9300299.000000 Penalty: 3338.605957
	Iteration 6F: 3 clusters Score -9300299 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53301 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -9302431.000000 Penalty: 3338.605957
	Iteration 7F: 3 clusters Score -9302431 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56942 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -9304814.000000 Penalty: 3338.605957
	Iteration 8F: 3 clusters Score -9304814 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60598 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -9307367.000000 Penalty: 3338.605957
	Iteration 9F: 3 clusters Score -9307367 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63975 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -9309898.000000 Penalty: 3338.605957
	Iteration 10Q: 3 clusters Score -9309898 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66870 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -9312243.000000 Penalty: 3338.605957
	Iteration 11Q: 3 clusters Score -9312243 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69057 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -9314346.000000 Penalty: 3338.605957
	Iteration 12Q: 3 clusters Score -9314346 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70511 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -9315854.000000 Penalty: 3338.605957
	Iteration 13Q: 3 clusters Score -9315854 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71263 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -9316572.000000 Penalty: 3338.605957
	Iteration 14Q: 3 clusters Score -9316572 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71684 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -9317010.000000 Penalty: 3338.605957
	Iteration 15Q: 3 clusters Score -9317010 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71913 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -9317272.000000 Penalty: 3338.605957
	Iteration 16Q: 3 clusters Score -9317272 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72103 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -9317829.000000 Penalty: 3338.605957
	Iteration 17Q: 3 clusters Score -9317829 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72121 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -9319323.000000 Penalty: 3338.605957
	Iteration 18Q: 3 clusters Score -9319323 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71560 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -9320678.000000 Penalty: 3338.605957
	Iteration 19Q: 3 clusters Score -9320678 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70656 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -9321854.000000 Penalty: 3338.605957
	Iteration 20F: 3 clusters Score -9321854 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69508 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -9323172.000000 Penalty: 3338.605957
	Iteration 21Q: 3 clusters Score -9323172 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68132 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -9324690.000000 Penalty: 3338.605957
	Iteration 22Q: 3 clusters Score -9324690 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66475 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -9326263.000000 Penalty: 3338.605957
	Iteration 23Q: 3 clusters Score -9326263 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64697 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -9327982.000000 Penalty: 3338.605957
	Iteration 24Q: 3 clusters Score -9327982 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62941 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -9329525.000000 Penalty: 3338.605957
	Iteration 25Q: 3 clusters Score -9329525 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61624 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -9330315.000000 Penalty: 3338.605957
	Iteration 26Q: 3 clusters Score -9330315 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60929 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -9330601.000000 Penalty: 3338.605957
	Iteration 27Q: 3 clusters Score -9330601 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60553 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -9330770.000000 Penalty: 3338.605957
	Iteration 28Q: 3 clusters Score -9330770 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60363 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -9330803.000000 Penalty: 3338.605957
	Iteration 29Q: 3 clusters Score -9330803 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60280 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -9330830.000000 Penalty: 3338.605957
	Iteration 30Q: 3 clusters Score -9330830 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60242 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -9330833.000000 Penalty: 3338.605957
	Iteration 31Q: 3 clusters Score -9330833 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60228 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -9330823.000000 Penalty: 3338.605957
	Iteration 32Q: 3 clusters Score -9330823 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60221 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -9330824.000000 Penalty: 3338.605957
	Iteration 33Q: 3 clusters Score -9330824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60217 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -9330814.000000 Penalty: 3338.605957
	Iteration 34Q: 3 clusters Score -9330814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60214 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -9330823.000000 Penalty: 3338.605957
	Iteration 35Q: 3 clusters Score -9330823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60213 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -9330827.000000 Penalty: 3338.605957
	Iteration 36Q: 3 clusters Score -9330827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60212 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -9330821.000000 Penalty: 3338.605957
	Iteration 37Q: 3 clusters Score -9330821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60211 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -9330816.000000 Penalty: 3338.605957
	Iteration 38Q: 3 clusters Score -9330816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60211 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -9331661.000000 Penalty: 3338.605957
	Iteration 39F: 3 clusters Score -9331661 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59156 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -9332711.000000 Penalty: 3338.605957
	Iteration 40F: 3 clusters Score -9332711 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58552 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -9333096.000000 Penalty: 3338.605957
	Iteration 41Q: 3 clusters Score -9333096 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58246 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -9333240.000000 Penalty: 3338.605957
	Iteration 42Q: 3 clusters Score -9333240 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58088 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -9333279.000000 Penalty: 3338.605957
	Iteration 43Q: 3 clusters Score -9333279 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57975 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -9333345.000000 Penalty: 3338.605957
	Iteration 44Q: 3 clusters Score -9333345 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57918 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -9333349.000000 Penalty: 3338.605957
	Iteration 45Q: 3 clusters Score -9333349 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57876 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -9333354.000000 Penalty: 3338.605957
	Iteration 46Q: 3 clusters Score -9333354 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57848 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -9333353.000000 Penalty: 3338.605957
	Iteration 47Q: 3 clusters Score -9333353 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57827 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -9333350.000000 Penalty: 3338.605957
	Iteration 48Q: 3 clusters Score -9333350 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57814 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -9333349.000000 Penalty: 3338.605957
	Iteration 49Q: 3 clusters Score -9333349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57807 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -9333350.000000 Penalty: 3338.605957
	Iteration 50Q: 3 clusters Score -9333350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57803 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -9333349.000000 Penalty: 3338.605957
	Iteration 51Q: 3 clusters Score -9333349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57801 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -9333356.000000 Penalty: 3338.605957
	Iteration 52Q: 3 clusters Score -9333356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57801 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -9333356.000000 Penalty: 3338.605957
	Iteration 53F: 3 clusters Score -9333356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 214 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 55112 members 
Mstep: Class 3 contains 3920 members 
Mstep: Class 4 contains 89200 members 
Mstep: Class 5 contains 12156 members 
Mstep: Class 6 contains 487 members 
Mstep: Class 7 contains 57801 members 
Mstep: Class 8 contains 12828 members 
Mstep: Class 9 contains 26261 members 
Mstep: Class 10 contains 7188 members 
Mstep: Class 11 contains 23920 members 
Mstep: Class 12 contains 3157 members 
Mstep: Class 13 contains 3600 members 
Mstep: Class 14 contains 68499 members 
Mstep: Class 15 contains 2465 members 
Mstep: Class 16 contains 7794 members 
Mstep: Class 17 contains 2267 members 
Mstep: Class 18 contains 55725 members 
Mstep: Class 19 contains 5380 members 
Mstep: Class 20 contains 27911 members 
Mstep: Class 21 contains 25883 members 
Mstep: Class 22 contains 38735 members 
Mstep: Class 23 contains 16690 members 
Mstep: Class 24 contains 113039 members 
Entering Unmasked Estep 
Score: -80805928.000000 Penalty: 47891.265625
Splitting cluster 7 changes total score from -80789864.000000 to -80805928.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 8 (12828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Entering Unmasked Estep 
Score: -1538719.500000 Penalty: 1407.556641
	Iteration 0F: 2 clusters Score -1538720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1530280.750000 Penalty: 2815.113281
	Iteration 0F: 3 clusters Score -1530281 nChanged 5403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1533125.750000 Penalty: 2815.113281
	Iteration 1F: 3 clusters Score -1533126 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1533511.750000 Penalty: 2815.113281
	Iteration 2F: 3 clusters Score -1533512 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1533844.125000 Penalty: 2815.113281
	Iteration 3F: 3 clusters Score -1533844 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1534221.000000 Penalty: 2815.113281
	Iteration 4Q: 3 clusters Score -1534221 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1534692.125000 Penalty: 2815.113281
	Iteration 5Q: 3 clusters Score -1534692 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1535157.750000 Penalty: 2815.113281
	Iteration 6F: 3 clusters Score -1535158 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1535641.750000 Penalty: 2815.113281
	Iteration 7F: 3 clusters Score -1535642 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1536138.875000 Penalty: 2815.113281
	Iteration 8F: 3 clusters Score -1536139 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1536657.125000 Penalty: 2815.113281
	Iteration 9F: 3 clusters Score -1536657 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1537199.875000 Penalty: 2815.113281
	Iteration 10F: 3 clusters Score -1537200 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1537691.750000 Penalty: 2815.113281
	Iteration 11F: 3 clusters Score -1537692 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1538112.000000 Penalty: 2815.113281
	Iteration 12Q: 3 clusters Score -1538112 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1538456.125000 Penalty: 2815.113281
	Iteration 13Q: 3 clusters Score -1538456 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1538719.625000 Penalty: 2815.113281
	Iteration 14Q: 3 clusters Score -1538720 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1538929.500000 Penalty: 2815.113281
	Iteration 15Q: 3 clusters Score -1538930 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1539072.000000 Penalty: 2815.113281
	Iteration 16Q: 3 clusters Score -1539072 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1539155.000000 Penalty: 2815.113281
	Iteration 17Q: 3 clusters Score -1539155 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1539202.375000 Penalty: 2815.113281
	Iteration 18Q: 3 clusters Score -1539202 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1539233.000000 Penalty: 2815.113281
	Iteration 19Q: 3 clusters Score -1539233 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1539254.375000 Penalty: 2815.113281
	Iteration 20F: 3 clusters Score -1539254 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1539269.000000 Penalty: 2815.113281
	Iteration 21Q: 3 clusters Score -1539269 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1539285.625000 Penalty: 2815.113281
	Iteration 22Q: 3 clusters Score -1539286 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1539303.500000 Penalty: 2815.113281
	Iteration 23Q: 3 clusters Score -1539304 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1539315.000000 Penalty: 2815.113281
	Iteration 24Q: 3 clusters Score -1539315 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1539320.250000 Penalty: 2815.113281
	Iteration 25Q: 3 clusters Score -1539320 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1539319.250000 Penalty: 2815.113281
	Iteration 26Q: 3 clusters Score -1539319 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1539320.500000 Penalty: 2815.113281
	Iteration 27Q: 3 clusters Score -1539320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1539328.875000 Penalty: 2815.113281
	Iteration 28Q: 3 clusters Score -1539329 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1539328.875000 Penalty: 2815.113281
	Iteration 29Q: 3 clusters Score -1539329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1539331.000000 Penalty: 2815.113281
	Iteration 30Q: 3 clusters Score -1539331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1539331.375000 Penalty: 2815.113281
	Iteration 31Q: 3 clusters Score -1539331 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1539340.625000 Penalty: 2815.113281
	Iteration 32Q: 3 clusters Score -1539341 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1539341.625000 Penalty: 2815.113281
	Iteration 33Q: 3 clusters Score -1539342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1539343.000000 Penalty: 2815.113281
	Iteration 34Q: 3 clusters Score -1539343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1539343.875000 Penalty: 2815.113281
	Iteration 35Q: 3 clusters Score -1539344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1539342.250000 Penalty: 2815.113281
	Iteration 36Q: 3 clusters Score -1539342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1539349.000000 Penalty: 2815.113281
	Iteration 37Q: 3 clusters Score -1539349 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1539353.500000 Penalty: 2815.113281
	Iteration 38Q: 3 clusters Score -1539354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1539352.625000 Penalty: 2815.113281
	Iteration 39Q: 3 clusters Score -1539353 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1539357.125000 Penalty: 2815.113281
	Iteration 40F: 3 clusters Score -1539357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1539360.000000 Penalty: 2815.113281
	Iteration 41Q: 3 clusters Score -1539360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1539358.000000 Penalty: 2815.113281
	Iteration 42Q: 3 clusters Score -1539358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1539358.375000 Penalty: 2815.113281
	Iteration 43Q: 3 clusters Score -1539358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1539361.750000 Penalty: 2815.113281
	Iteration 44Q: 3 clusters Score -1539362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1539360.500000 Penalty: 2815.113281
	Iteration 45Q: 3 clusters Score -1539360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1539360.375000 Penalty: 2815.113281
	Iteration 46Q: 3 clusters Score -1539360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1539362.375000 Penalty: 2815.113281
	Iteration 47Q: 3 clusters Score -1539362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1539360.875000 Penalty: 2815.113281
	Iteration 48Q: 3 clusters Score -1539361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1539361.750000 Penalty: 2815.113281
	Iteration 49Q: 3 clusters Score -1539362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1539361.750000 Penalty: 2815.113281
	Iteration 50F: 3 clusters Score -1539362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 214 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 55112 members 
Mstep: Class 3 contains 3920 members 
Mstep: Class 4 contains 89200 members 
Mstep: Class 5 contains 12156 members 
Mstep: Class 6 contains 487 members 
Mstep: Class 7 contains 57801 members 
Mstep: Class 8 contains 10904 members 
Mstep: Class 9 contains 26261 members 
Mstep: Class 10 contains 7188 members 
Mstep: Class 11 contains 23920 members 
Mstep: Class 12 contains 3157 members 
Mstep: Class 13 contains 3600 members 
Mstep: Class 14 contains 68499 members 
Mstep: Class 15 contains 2465 members 
Mstep: Class 16 contains 7794 members 
Mstep: Class 17 contains 2267 members 
Mstep: Class 18 contains 55725 members 
Mstep: Class 19 contains 5380 members 
Mstep: Class 20 contains 27911 members 
Mstep: Class 21 contains 25883 members 
Mstep: Class 22 contains 38735 members 
Mstep: Class 23 contains 16690 members 
Mstep: Class 24 contains 113039 members 
Mstep: Class 25 contains 1924 members 
Entering Unmasked Estep 
Score: -80805904.000000 Penalty: 49886.734375
Splitting cluster 8 changes total score from -80789864.000000 to -80805904.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 9 (26261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26261 members 
Entering Unmasked Estep 
Score: -3281424.000000 Penalty: 1514.165039
	Iteration 0F: 2 clusters Score -3281424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -3264465.000000 Penalty: 3028.330078
	Iteration 0F: 3 clusters Score -3264465 nChanged 11715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -3270734.000000 Penalty: 3028.330078
	Iteration 1F: 3 clusters Score -3270734 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -3271179.250000 Penalty: 3028.330078
	Iteration 2Q: 3 clusters Score -3271179 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -3271553.250000 Penalty: 3028.330078
	Iteration 3Q: 3 clusters Score -3271553 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -3271873.000000 Penalty: 3028.330078
	Iteration 4Q: 3 clusters Score -3271873 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -3272212.250000 Penalty: 3028.330078
	Iteration 5Q: 3 clusters Score -3272212 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -3272561.000000 Penalty: 3028.330078
	Iteration 6Q: 3 clusters Score -3272561 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -3272966.750000 Penalty: 3028.330078
	Iteration 7Q: 3 clusters Score -3272967 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -3273486.500000 Penalty: 3028.330078
	Iteration 8Q: 3 clusters Score -3273486 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -3274184.250000 Penalty: 3028.330078
	Iteration 9Q: 3 clusters Score -3274184 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -3275146.000000 Penalty: 3028.330078
	Iteration 10F: 3 clusters Score -3275146 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -3276319.250000 Penalty: 3028.330078
	Iteration 11F: 3 clusters Score -3276319 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -3277530.000000 Penalty: 3028.330078
	Iteration 12F: 3 clusters Score -3277530 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23987 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -3278553.500000 Penalty: 3028.330078
	Iteration 13Q: 3 clusters Score -3278554 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24811 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -3279281.500000 Penalty: 3028.330078
	Iteration 14Q: 3 clusters Score -3279282 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25274 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -3279664.000000 Penalty: 3028.330078
	Iteration 15Q: 3 clusters Score -3279664 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25521 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -3279886.250000 Penalty: 3028.330078
	Iteration 16Q: 3 clusters Score -3279886 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25657 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -3280016.500000 Penalty: 3028.330078
	Iteration 17Q: 3 clusters Score -3280016 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25729 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -3280099.500000 Penalty: 3028.330078
	Iteration 18Q: 3 clusters Score -3280100 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25782 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -3280155.250000 Penalty: 3028.330078
	Iteration 19Q: 3 clusters Score -3280155 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25812 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -3280199.000000 Penalty: 3028.330078
	Iteration 20F: 3 clusters Score -3280199 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25836 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3280223.500000 Penalty: 3028.330078
	Iteration 21Q: 3 clusters Score -3280224 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25850 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -3280243.000000 Penalty: 3028.330078
	Iteration 22Q: 3 clusters Score -3280243 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25853 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -3280249.000000 Penalty: 3028.330078
	Iteration 23Q: 3 clusters Score -3280249 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25861 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -3280262.000000 Penalty: 3028.330078
	Iteration 24Q: 3 clusters Score -3280262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25869 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -3280271.250000 Penalty: 3028.330078
	Iteration 25Q: 3 clusters Score -3280271 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25878 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -3280284.000000 Penalty: 3028.330078
	Iteration 26Q: 3 clusters Score -3280284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -3280288.500000 Penalty: 3028.330078
	Iteration 27Q: 3 clusters Score -3280288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25888 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -3280294.250000 Penalty: 3028.330078
	Iteration 28Q: 3 clusters Score -3280294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25892 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -3280297.750000 Penalty: 3028.330078
	Iteration 29Q: 3 clusters Score -3280298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25896 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -3280299.750000 Penalty: 3028.330078
	Iteration 30Q: 3 clusters Score -3280300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25898 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -3280299.750000 Penalty: 3028.330078
	Iteration 31Q: 3 clusters Score -3280300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25898 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -3280302.500000 Penalty: 3028.330078
	Iteration 32Q: 3 clusters Score -3280302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25900 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -3280305.250000 Penalty: 3028.330078
	Iteration 33Q: 3 clusters Score -3280305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -3280306.250000 Penalty: 3028.330078
	Iteration 34Q: 3 clusters Score -3280306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25902 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -3280308.500000 Penalty: 3028.330078
	Iteration 35Q: 3 clusters Score -3280308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25902 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -3280308.500000 Penalty: 3028.330078
	Iteration 36F: 3 clusters Score -3280308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (23920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23920 members 
Entering Unmasked Estep 
Score: -2819789.250000 Penalty: 1500.271606
	Iteration 0F: 2 clusters Score -2819789 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -2804228.250000 Penalty: 3000.543213
	Iteration 0F: 3 clusters Score -2804228 nChanged 10610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -2809926.750000 Penalty: 3000.543213
	Iteration 1F: 3 clusters Score -2809927 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -2810346.750000 Penalty: 3000.543213
	Iteration 2Q: 3 clusters Score -2810347 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -2810715.750000 Penalty: 3000.543213
	Iteration 3Q: 3 clusters Score -2810716 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -2811052.500000 Penalty: 3000.543213
	Iteration 4Q: 3 clusters Score -2811052 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -2811362.000000 Penalty: 3000.543213
	Iteration 5Q: 3 clusters Score -2811362 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -2811649.000000 Penalty: 3000.543213
	Iteration 6Q: 3 clusters Score -2811649 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -2811977.000000 Penalty: 3000.543213
	Iteration 7Q: 3 clusters Score -2811977 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -2812268.750000 Penalty: 3000.543213
	Iteration 8Q: 3 clusters Score -2812269 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -2812570.250000 Penalty: 3000.543213
	Iteration 9Q: 3 clusters Score -2812570 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -2812915.750000 Penalty: 3000.543213
	Iteration 10Q: 3 clusters Score -2812916 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -2813264.500000 Penalty: 3000.543213
	Iteration 11Q: 3 clusters Score -2813264 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -2813701.500000 Penalty: 3000.543213
	Iteration 12Q: 3 clusters Score -2813702 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -2814201.000000 Penalty: 3000.543213
	Iteration 13Q: 3 clusters Score -2814201 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -2814801.000000 Penalty: 3000.543213
	Iteration 14Q: 3 clusters Score -2814801 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -2815426.000000 Penalty: 3000.543213
	Iteration 15Q: 3 clusters Score -2815426 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -2816105.750000 Penalty: 3000.543213
	Iteration 16Q: 3 clusters Score -2816106 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -2816791.500000 Penalty: 3000.543213
	Iteration 17Q: 3 clusters Score -2816792 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -2817358.500000 Penalty: 3000.543213
	Iteration 18Q: 3 clusters Score -2817358 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 22437 members 
Entering Unmasked Estep 
Score: -2817787.500000 Penalty: 3000.543213
	Iteration 19Q: 3 clusters Score -2817788 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -2818077.750000 Penalty: 3000.543213
	Iteration 20F: 3 clusters Score -2818078 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 23062 members 
Entering Unmasked Estep 
Score: -2818276.250000 Penalty: 3000.543213
	Iteration 21Q: 3 clusters Score -2818276 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 23202 members 
Entering Unmasked Estep 
Score: -2818406.750000 Penalty: 3000.543213
	Iteration 22Q: 3 clusters Score -2818407 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 23284 members 
Entering Unmasked Estep 
Score: -2818492.000000 Penalty: 3000.543213
	Iteration 23Q: 3 clusters Score -2818492 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 23345 members 
Entering Unmasked Estep 
Score: -2818556.250000 Penalty: 3000.543213
	Iteration 24Q: 3 clusters Score -2818556 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 23378 members 
Entering Unmasked Estep 
Score: -2818592.250000 Penalty: 3000.543213
	Iteration 25Q: 3 clusters Score -2818592 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 23414 members 
Entering Unmasked Estep 
Score: -2818626.000000 Penalty: 3000.543213
	Iteration 26Q: 3 clusters Score -2818626 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 23437 members 
Entering Unmasked Estep 
Score: -2818644.000000 Penalty: 3000.543213
	Iteration 27Q: 3 clusters Score -2818644 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 23448 members 
Entering Unmasked Estep 
Score: -2818664.000000 Penalty: 3000.543213
	Iteration 28Q: 3 clusters Score -2818664 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
Score: -2818679.500000 Penalty: 3000.543213
	Iteration 29Q: 3 clusters Score -2818680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 23473 members 
Entering Unmasked Estep 
Score: -2818688.250000 Penalty: 3000.543213
	Iteration 30Q: 3 clusters Score -2818688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 23481 members 
Entering Unmasked Estep 
Score: -2818699.250000 Penalty: 3000.543213
	Iteration 31Q: 3 clusters Score -2818699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 23483 members 
Entering Unmasked Estep 
Score: -2818704.500000 Penalty: 3000.543213
	Iteration 32Q: 3 clusters Score -2818704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 23484 members 
Entering Unmasked Estep 
Score: -2818709.250000 Penalty: 3000.543213
	Iteration 33Q: 3 clusters Score -2818709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 23485 members 
Entering Unmasked Estep 
Score: -2818709.000000 Penalty: 3000.543213
	Iteration 34Q: 3 clusters Score -2818709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 23485 members 
Entering Unmasked Estep 
Score: -2818709.000000 Penalty: 3000.543213
	Iteration 35F: 3 clusters Score -2818709 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Entering Unmasked Estep 
Score: -364691.281250 Penalty: 1198.937866
	Iteration 0F: 2 clusters Score -364691.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -362130.437500 Penalty: 2397.875732
	Iteration 0F: 3 clusters Score -362130.4 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -362734.375000 Penalty: 2397.875732
	Iteration 1F: 3 clusters Score -362734.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -362873.343750 Penalty: 2397.875732
	Iteration 2F: 3 clusters Score -362873.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -362940.781250 Penalty: 2397.875732
	Iteration 3Q: 3 clusters Score -362940.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -362991.812500 Penalty: 2397.875732
	Iteration 4Q: 3 clusters Score -362991.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -363024.125000 Penalty: 2397.875732
	Iteration 5Q: 3 clusters Score -363024.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -363057.156250 Penalty: 2397.875732
	Iteration 6Q: 3 clusters Score -363057.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -363087.531250 Penalty: 2397.875732
	Iteration 7Q: 3 clusters Score -363087.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -363119.000000 Penalty: 2397.875732
	Iteration 8Q: 3 clusters Score -363119 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -363142.375000 Penalty: 2397.875732
	Iteration 9Q: 3 clusters Score -363142.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -363159.625000 Penalty: 2397.875732
	Iteration 10Q: 3 clusters Score -363159.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -363175.218750 Penalty: 2397.875732
	Iteration 11Q: 3 clusters Score -363175.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -363191.500000 Penalty: 2397.875732
	Iteration 12Q: 3 clusters Score -363191.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -363211.593750 Penalty: 2397.875732
	Iteration 13Q: 3 clusters Score -363211.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -363222.375000 Penalty: 2397.875732
	Iteration 14Q: 3 clusters Score -363222.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -363231.187500 Penalty: 2397.875732
	Iteration 15Q: 3 clusters Score -363231.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -363237.625000 Penalty: 2397.875732
	Iteration 16Q: 3 clusters Score -363237.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -363246.062500 Penalty: 2397.875732
	Iteration 17Q: 3 clusters Score -363246.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -363255.187500 Penalty: 2397.875732
	Iteration 18Q: 3 clusters Score -363255.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -363265.125000 Penalty: 2397.875732
	Iteration 19Q: 3 clusters Score -363265.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -363274.218750 Penalty: 2397.875732
	Iteration 20F: 3 clusters Score -363274.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -363283.281250 Penalty: 2397.875732
	Iteration 21Q: 3 clusters Score -363283.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -363292.750000 Penalty: 2397.875732
	Iteration 22Q: 3 clusters Score -363292.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -363302.031250 Penalty: 2397.875732
	Iteration 23Q: 3 clusters Score -363302 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -363310.843750 Penalty: 2397.875732
	Iteration 24Q: 3 clusters Score -363310.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -363317.937500 Penalty: 2397.875732
	Iteration 25Q: 3 clusters Score -363317.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -363322.906250 Penalty: 2397.875732
	Iteration 26Q: 3 clusters Score -363322.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -363326.531250 Penalty: 2397.875732
	Iteration 27Q: 3 clusters Score -363326.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -363332.937500 Penalty: 2397.875732
	Iteration 28Q: 3 clusters Score -363332.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -363336.781250 Penalty: 2397.875732
	Iteration 29Q: 3 clusters Score -363336.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -363340.625000 Penalty: 2397.875732
	Iteration 30Q: 3 clusters Score -363340.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -363345.281250 Penalty: 2397.875732
	Iteration 31Q: 3 clusters Score -363345.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -363349.531250 Penalty: 2397.875732
	Iteration 32Q: 3 clusters Score -363349.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -363350.781250 Penalty: 2397.875732
	Iteration 33Q: 3 clusters Score -363350.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -363354.281250 Penalty: 2397.875732
	Iteration 34Q: 3 clusters Score -363354.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -363356.906250 Penalty: 2397.875732
	Iteration 35Q: 3 clusters Score -363356.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -363361.562500 Penalty: 2397.875732
	Iteration 36Q: 3 clusters Score -363361.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -363365.906250 Penalty: 2397.875732
	Iteration 37Q: 3 clusters Score -363365.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -363372.187500 Penalty: 2397.875732
	Iteration 38Q: 3 clusters Score -363372.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -363374.375000 Penalty: 2397.875732
	Iteration 39Q: 3 clusters Score -363374.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -363378.812500 Penalty: 2397.875732
	Iteration 40F: 3 clusters Score -363378.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -363383.187500 Penalty: 2397.875732
	Iteration 41Q: 3 clusters Score -363383.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -363390.062500 Penalty: 2397.875732
	Iteration 42Q: 3 clusters Score -363390.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -363397.187500 Penalty: 2397.875732
	Iteration 43Q: 3 clusters Score -363397.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -363406.062500 Penalty: 2397.875732
	Iteration 44Q: 3 clusters Score -363406.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -363413.781250 Penalty: 2397.875732
	Iteration 45Q: 3 clusters Score -363413.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -363425.187500 Penalty: 2397.875732
	Iteration 46Q: 3 clusters Score -363425.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -363446.625000 Penalty: 2397.875732
	Iteration 47Q: 3 clusters Score -363446.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -363467.187500 Penalty: 2397.875732
	Iteration 48Q: 3 clusters Score -363467.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -363488.625000 Penalty: 2397.875732
	Iteration 49Q: 3 clusters Score -363488.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -363507.468750 Penalty: 2397.875732
	Iteration 50Q: 3 clusters Score -363507.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -363533.718750 Penalty: 2397.875732
	Iteration 51Q: 3 clusters Score -363533.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -363567.218750 Penalty: 2397.875732
	Iteration 52Q: 3 clusters Score -363567.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -363611.000000 Penalty: 2397.875732
	Iteration 53Q: 3 clusters Score -363611 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -363647.812500 Penalty: 2397.875732
	Iteration 54Q: 3 clusters Score -363647.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -363681.812500 Penalty: 2397.875732
	Iteration 55Q: 3 clusters Score -363681.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -363722.531250 Penalty: 2397.875732
	Iteration 56Q: 3 clusters Score -363722.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -363761.937500 Penalty: 2397.875732
	Iteration 57Q: 3 clusters Score -363761.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -363811.125000 Penalty: 2397.875732
	Iteration 58Q: 3 clusters Score -363811.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -363856.125000 Penalty: 2397.875732
	Iteration 59Q: 3 clusters Score -363856.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -363898.781250 Penalty: 2397.875732
	Iteration 60F: 3 clusters Score -363898.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -363928.062500 Penalty: 2397.875732
	Iteration 61Q: 3 clusters Score -363928.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -363942.343750 Penalty: 2397.875732
	Iteration 62Q: 3 clusters Score -363942.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -363956.843750 Penalty: 2397.875732
	Iteration 63Q: 3 clusters Score -363956.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -363969.781250 Penalty: 2397.875732
	Iteration 64Q: 3 clusters Score -363969.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -363979.500000 Penalty: 2397.875732
	Iteration 65Q: 3 clusters Score -363979.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -363988.281250 Penalty: 2397.875732
	Iteration 66Q: 3 clusters Score -363988.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -363994.750000 Penalty: 2397.875732
	Iteration 67Q: 3 clusters Score -363994.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -364003.781250 Penalty: 2397.875732
	Iteration 68Q: 3 clusters Score -364003.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -364009.031250 Penalty: 2397.875732
	Iteration 69Q: 3 clusters Score -364009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -364011.218750 Penalty: 2397.875732
	Iteration 70Q: 3 clusters Score -364011.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -364014.062500 Penalty: 2397.875732
	Iteration 71Q: 3 clusters Score -364014.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -364018.093750 Penalty: 2397.875732
	Iteration 72Q: 3 clusters Score -364018.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -364022.156250 Penalty: 2397.875732
	Iteration 73Q: 3 clusters Score -364022.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -364030.000000 Penalty: 2397.875732
	Iteration 74Q: 3 clusters Score -364030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -364034.937500 Penalty: 2397.875732
	Iteration 75Q: 3 clusters Score -364034.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -364036.812500 Penalty: 2397.875732
	Iteration 76Q: 3 clusters Score -364036.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -364041.656250 Penalty: 2397.875732
	Iteration 77Q: 3 clusters Score -364041.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -364043.468750 Penalty: 2397.875732
	Iteration 78Q: 3 clusters Score -364043.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -364045.250000 Penalty: 2397.875732
	Iteration 79Q: 3 clusters Score -364045.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -364045.625000 Penalty: 2397.875732
	Iteration 80F: 3 clusters Score -364045.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (68499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68499 members 
Entering Unmasked Estep 
Score: -8515797.000000 Penalty: 1656.824829
	Iteration 0F: 2 clusters Score -8515797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34259 members 
Mstep: Class 2 contains 34240 members 
Entering Unmasked Estep 
Score: -8473526.000000 Penalty: 3313.649658
	Iteration 0F: 3 clusters Score -8473526 nChanged 31762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34079 members 
Mstep: Class 2 contains 34420 members 
Entering Unmasked Estep 
Score: -8491130.000000 Penalty: 3313.649658
	Iteration 1F: 3 clusters Score -8491130 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33928 members 
Mstep: Class 2 contains 34571 members 
Entering Unmasked Estep 
Score: -8491690.000000 Penalty: 3313.649658
	Iteration 2Q: 3 clusters Score -8491690 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33743 members 
Mstep: Class 2 contains 34756 members 
Entering Unmasked Estep 
Score: -8492257.000000 Penalty: 3313.649658
	Iteration 3Q: 3 clusters Score -8492257 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33421 members 
Mstep: Class 2 contains 35078 members 
Entering Unmasked Estep 
Score: -8492703.000000 Penalty: 3313.649658
	Iteration 4Q: 3 clusters Score -8492703 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33041 members 
Mstep: Class 2 contains 35458 members 
Entering Unmasked Estep 
Score: -8493166.000000 Penalty: 3313.649658
	Iteration 5Q: 3 clusters Score -8493166 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32450 members 
Mstep: Class 2 contains 36049 members 
Entering Unmasked Estep 
Score: -8493547.000000 Penalty: 3313.649658
	Iteration 6Q: 3 clusters Score -8493547 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31562 members 
Mstep: Class 2 contains 36937 members 
Entering Unmasked Estep 
Score: -8494072.000000 Penalty: 3313.649658
	Iteration 7Q: 3 clusters Score -8494072 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30319 members 
Mstep: Class 2 contains 38180 members 
Entering Unmasked Estep 
Score: -8494703.000000 Penalty: 3313.649658
	Iteration 8Q: 3 clusters Score -8494703 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28504 members 
Mstep: Class 2 contains 39995 members 
Entering Unmasked Estep 
Score: -8495467.000000 Penalty: 3313.649658
	Iteration 9Q: 3 clusters Score -8495467 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26096 members 
Mstep: Class 2 contains 42403 members 
Entering Unmasked Estep 
Score: -8496498.000000 Penalty: 3313.649658
	Iteration 10Q: 3 clusters Score -8496498 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22866 members 
Mstep: Class 2 contains 45633 members 
Entering Unmasked Estep 
Score: -8498060.000000 Penalty: 3313.649658
	Iteration 11F: 3 clusters Score -8498060 nChanged 4251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 49658 members 
Entering Unmasked Estep 
Score: -8500328.000000 Penalty: 3313.649658
	Iteration 12F: 3 clusters Score -8500328 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 54149 members 
Entering Unmasked Estep 
Score: -8503216.000000 Penalty: 3313.649658
	Iteration 13F: 3 clusters Score -8503216 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 58509 members 
Entering Unmasked Estep 
Score: -8506367.000000 Penalty: 3313.649658
	Iteration 14F: 3 clusters Score -8506367 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 62165 members 
Entering Unmasked Estep 
Score: -8509292.000000 Penalty: 3313.649658
	Iteration 15F: 3 clusters Score -8509292 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 64741 members 
Entering Unmasked Estep 
Score: -8511605.000000 Penalty: 3313.649658
	Iteration 16Q: 3 clusters Score -8511605 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 66308 members 
Entering Unmasked Estep 
Score: -8513004.000000 Penalty: 3313.649658
	Iteration 17Q: 3 clusters Score -8513004 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 67115 members 
Entering Unmasked Estep 
Score: -8513734.000000 Penalty: 3313.649658
	Iteration 18Q: 3 clusters Score -8513734 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 67493 members 
Entering Unmasked Estep 
Score: -8514128.000000 Penalty: 3313.649658
	Iteration 19Q: 3 clusters Score -8514128 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 67666 members 
Entering Unmasked Estep 
Score: -8514325.000000 Penalty: 3313.649658
	Iteration 20F: 3 clusters Score -8514325 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 67737 members 
Entering Unmasked Estep 
Score: -8514397.000000 Penalty: 3313.649658
	Iteration 21Q: 3 clusters Score -8514397 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 67785 members 
Entering Unmasked Estep 
Score: -8514462.000000 Penalty: 3313.649658
	Iteration 22Q: 3 clusters Score -8514462 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 67821 members 
Entering Unmasked Estep 
Score: -8514510.000000 Penalty: 3313.649658
	Iteration 23Q: 3 clusters Score -8514510 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 67846 members 
Entering Unmasked Estep 
Score: -8514555.000000 Penalty: 3313.649658
	Iteration 24Q: 3 clusters Score -8514555 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 67862 members 
Entering Unmasked Estep 
Score: -8514578.000000 Penalty: 3313.649658
	Iteration 25Q: 3 clusters Score -8514578 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 67876 members 
Entering Unmasked Estep 
Score: -8514596.000000 Penalty: 3313.649658
	Iteration 26Q: 3 clusters Score -8514596 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 67886 members 
Entering Unmasked Estep 
Score: -8514610.000000 Penalty: 3313.649658
	Iteration 27Q: 3 clusters Score -8514610 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 67898 members 
Entering Unmasked Estep 
Score: -8514632.000000 Penalty: 3313.649658
	Iteration 28Q: 3 clusters Score -8514632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 67907 members 
Entering Unmasked Estep 
Score: -8514646.000000 Penalty: 3313.649658
	Iteration 29Q: 3 clusters Score -8514646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 67911 members 
Entering Unmasked Estep 
Score: -8514651.000000 Penalty: 3313.649658
	Iteration 30Q: 3 clusters Score -8514651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 67915 members 
Entering Unmasked Estep 
Score: -8514662.000000 Penalty: 3313.649658
	Iteration 31Q: 3 clusters Score -8514662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 67918 members 
Entering Unmasked Estep 
Score: -8514661.000000 Penalty: 3313.649658
	Iteration 32Q: 3 clusters Score -8514661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 67922 members 
Entering Unmasked Estep 
Score: -8514668.000000 Penalty: 3313.649658
	Iteration 33Q: 3 clusters Score -8514668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 67930 members 
Entering Unmasked Estep 
Score: -8514661.000000 Penalty: 3313.649658
	Iteration 34Q: 3 clusters Score -8514661 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 67938 members 
Entering Unmasked Estep 
Score: -8514679.000000 Penalty: 3313.649658
	Iteration 35Q: 3 clusters Score -8514679 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 67938 members 
Entering Unmasked Estep 
Score: -8514681.000000 Penalty: 3313.649658
	Iteration 36Q: 3 clusters Score -8514681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 67939 members 
Entering Unmasked Estep 
Score: -8514683.000000 Penalty: 3313.649658
	Iteration 37Q: 3 clusters Score -8514683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 67940 members 
Entering Unmasked Estep 
Score: -8514680.000000 Penalty: 3313.649658
	Iteration 38Q: 3 clusters Score -8514680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 67940 members 
Entering Unmasked Estep 
Score: -8514688.000000 Penalty: 3313.649658
	Iteration 39Q: 3 clusters Score -8514688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 67940 members 
Entering Unmasked Estep 
Score: -8514690.000000 Penalty: 3313.649658
	Iteration 40F: 3 clusters Score -8514690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Entering Unmasked Estep 
Score: -173930.562500 Penalty: 1162.120117
	Iteration 0F: 2 clusters Score -173930.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -172371.718750 Penalty: 2324.240234
	Iteration 0F: 3 clusters Score -172371.7 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -176646.984375 Penalty: 2324.240234
	Iteration 1F: 3 clusters Score -176647 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -181219.906250 Penalty: 2324.240234
	Iteration 2F: 3 clusters Score -181219.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -185142.875000 Penalty: 2324.240234
	Iteration 3F: 3 clusters Score -185142.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -188925.390625 Penalty: 2324.240234
	Iteration 4F: 3 clusters Score -188925.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -192286.312500 Penalty: 2324.240234
	Iteration 5F: 3 clusters Score -192286.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -193286.687500 Penalty: 2324.240234
	Iteration 6Q: 3 clusters Score -193286.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -193873.796875 Penalty: 2324.240234
	Iteration 7Q: 3 clusters Score -193873.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -194125.765625 Penalty: 2324.240234
	Iteration 8Q: 3 clusters Score -194125.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -194190.812500 Penalty: 2324.240234
	Iteration 9Q: 3 clusters Score -194190.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -194270.703125 Penalty: 2324.240234
	Iteration 10Q: 3 clusters Score -194270.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -194384.921875 Penalty: 2324.240234
	Iteration 11Q: 3 clusters Score -194384.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -194466.500000 Penalty: 2324.240234
	Iteration 12Q: 3 clusters Score -194466.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -194560.312500 Penalty: 2324.240234
	Iteration 13Q: 3 clusters Score -194560.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -194622.609375 Penalty: 2324.240234
	Iteration 14Q: 3 clusters Score -194622.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -194705.359375 Penalty: 2324.240234
	Iteration 15Q: 3 clusters Score -194705.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -194759.718750 Penalty: 2324.240234
	Iteration 16Q: 3 clusters Score -194759.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -194806.078125 Penalty: 2324.240234
	Iteration 17Q: 3 clusters Score -194806.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -194815.062500 Penalty: 2324.240234
	Iteration 18Q: 3 clusters Score -194815.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -194865.562500 Penalty: 2324.240234
	Iteration 19F: 3 clusters Score -194865.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -194958.250000 Penalty: 2324.240234
	Iteration 20F: 3 clusters Score -194958.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -194989.703125 Penalty: 2324.240234
	Iteration 21Q: 3 clusters Score -194989.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -194995.078125 Penalty: 2324.240234
	Iteration 22Q: 3 clusters Score -194995.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -194995.906250 Penalty: 2324.240234
	Iteration 23Q: 3 clusters Score -194995.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -194995.906250 Penalty: 2324.240234
	Iteration 24F: 3 clusters Score -194995.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 214 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 55112 members 
Mstep: Class 3 contains 3920 members 
Mstep: Class 4 contains 89200 members 
Mstep: Class 5 contains 12156 members 
Mstep: Class 6 contains 487 members 
Mstep: Class 7 contains 57801 members 
Mstep: Class 8 contains 10904 members 
Mstep: Class 9 contains 26261 members 
Mstep: Class 10 contains 7188 members 
Mstep: Class 11 contains 23920 members 
Mstep: Class 12 contains 3157 members 
Mstep: Class 13 contains 3600 members 
Mstep: Class 14 contains 68499 members 
Mstep: Class 15 contains 925 members 
Mstep: Class 16 contains 7794 members 
Mstep: Class 17 contains 2267 members 
Mstep: Class 18 contains 55725 members 
Mstep: Class 19 contains 5380 members 
Mstep: Class 20 contains 27911 members 
Mstep: Class 21 contains 25883 members 
Mstep: Class 22 contains 38735 members 
Mstep: Class 23 contains 16690 members 
Mstep: Class 24 contains 113039 members 
Mstep: Class 25 contains 1924 members 
Mstep: Class 26 contains 1540 members 
Entering Unmasked Estep 
Score: -80826584.000000 Penalty: 51882.203125
Splitting cluster 15 changes total score from -80789864.000000 to -80826584.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 16 (7794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Entering Unmasked Estep 
Score: -870408.437500 Penalty: 1333.413086
	Iteration 0F: 2 clusters Score -870408.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -865080.500000 Penalty: 2666.826172
	Iteration 0F: 3 clusters Score -865080.5 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -867024.750000 Penalty: 2666.826172
	Iteration 1F: 3 clusters Score -867024.8 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -867756.875000 Penalty: 2666.826172
	Iteration 2F: 3 clusters Score -867756.9 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -868696.375000 Penalty: 2666.826172
	Iteration 3F: 3 clusters Score -868696.4 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -869692.500000 Penalty: 2666.826172
	Iteration 4F: 3 clusters Score -869692.5 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -870562.125000 Penalty: 2666.826172
	Iteration 5F: 3 clusters Score -870562.1 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -871165.250000 Penalty: 2666.826172
	Iteration 6F: 3 clusters Score -871165.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -871578.250000 Penalty: 2666.826172
	Iteration 7F: 3 clusters Score -871578.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -871839.875000 Penalty: 2666.826172
	Iteration 8Q: 3 clusters Score -871839.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -871973.750000 Penalty: 2666.826172
	Iteration 9Q: 3 clusters Score -871973.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -872057.687500 Penalty: 2666.826172
	Iteration 10Q: 3 clusters Score -872057.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -872101.562500 Penalty: 2666.826172
	Iteration 11Q: 3 clusters Score -872101.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -872128.750000 Penalty: 2666.826172
	Iteration 12Q: 3 clusters Score -872128.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -872141.937500 Penalty: 2666.826172
	Iteration 13Q: 3 clusters Score -872141.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -872153.562500 Penalty: 2666.826172
	Iteration 14Q: 3 clusters Score -872153.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -872156.500000 Penalty: 2666.826172
	Iteration 15Q: 3 clusters Score -872156.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -872158.562500 Penalty: 2666.826172
	Iteration 16Q: 3 clusters Score -872158.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -872164.187500 Penalty: 2666.826172
	Iteration 17Q: 3 clusters Score -872164.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -872163.750000 Penalty: 2666.826172
	Iteration 18Q: 3 clusters Score -872163.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -872164.687500 Penalty: 2666.826172
	Iteration 19Q: 3 clusters Score -872164.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -872163.750000 Penalty: 2666.826172
	Iteration 20F: 3 clusters Score -872163.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -872164.562500 Penalty: 2666.826172
	Iteration 21Q: 3 clusters Score -872164.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -872164.562500 Penalty: 2666.826172
	Iteration 22F: 3 clusters Score -872164.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 214 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 55112 members 
Mstep: Class 3 contains 3920 members 
Mstep: Class 4 contains 89200 members 
Mstep: Class 5 contains 12156 members 
Mstep: Class 6 contains 487 members 
Mstep: Class 7 contains 57801 members 
Mstep: Class 8 contains 10904 members 
Mstep: Class 9 contains 26261 members 
Mstep: Class 10 contains 7188 members 
Mstep: Class 11 contains 23920 members 
Mstep: Class 12 contains 3157 members 
Mstep: Class 13 contains 3600 members 
Mstep: Class 14 contains 68499 members 
Mstep: Class 15 contains 925 members 
Mstep: Class 16 contains 1974 members 
Mstep: Class 17 contains 2267 members 
Mstep: Class 18 contains 55725 members 
Mstep: Class 19 contains 5380 members 
Mstep: Class 20 contains 27911 members 
Mstep: Class 21 contains 25883 members 
Mstep: Class 22 contains 38735 members 
Mstep: Class 23 contains 16690 members 
Mstep: Class 24 contains 113039 members 
Mstep: Class 25 contains 1924 members 
Mstep: Class 26 contains 1540 members 
Mstep: Class 27 contains 5820 members 
Entering Unmasked Estep 
Score: -80827576.000000 Penalty: 53877.671875
Splitting cluster 16 changes total score from -80789864.000000 to -80827576.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 17 (2267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Entering Unmasked Estep 
Score: -278003.687500 Penalty: 1149.660400
	Iteration 0F: 2 clusters Score -278003.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -275959.156250 Penalty: 2299.320801
	Iteration 0F: 3 clusters Score -275959.2 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -276489.593750 Penalty: 2299.320801
	Iteration 1F: 3 clusters Score -276489.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -276623.468750 Penalty: 2299.320801
	Iteration 2F: 3 clusters Score -276623.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -276683.125000 Penalty: 2299.320801
	Iteration 3Q: 3 clusters Score -276683.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -276731.593750 Penalty: 2299.320801
	Iteration 4Q: 3 clusters Score -276731.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -276762.187500 Penalty: 2299.320801
	Iteration 5Q: 3 clusters Score -276762.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -276783.781250 Penalty: 2299.320801
	Iteration 6Q: 3 clusters Score -276783.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -276801.468750 Penalty: 2299.320801
	Iteration 7Q: 3 clusters Score -276801.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -276816.125000 Penalty: 2299.320801
	Iteration 8Q: 3 clusters Score -276816.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -276829.937500 Penalty: 2299.320801
	Iteration 9Q: 3 clusters Score -276829.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -276843.218750 Penalty: 2299.320801
	Iteration 10Q: 3 clusters Score -276843.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -276847.843750 Penalty: 2299.320801
	Iteration 11Q: 3 clusters Score -276847.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -276851.500000 Penalty: 2299.320801
	Iteration 12Q: 3 clusters Score -276851.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -276859.156250 Penalty: 2299.320801
	Iteration 13Q: 3 clusters Score -276859.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -276860.125000 Penalty: 2299.320801
	Iteration 14Q: 3 clusters Score -276860.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -276860.781250 Penalty: 2299.320801
	Iteration 15Q: 3 clusters Score -276860.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -276861.093750 Penalty: 2299.320801
	Iteration 16Q: 3 clusters Score -276861.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -276861.093750 Penalty: 2299.320801
	Iteration 17F: 3 clusters Score -276861.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (55725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55725 members 
Entering Unmasked Estep 
Score: -6829955.000000 Penalty: 1626.113892
	Iteration 0F: 2 clusters Score -6829955 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 27955 members 
Entering Unmasked Estep 
Score: -6794010.000000 Penalty: 3252.227783
	Iteration 0F: 3 clusters Score -6794010 nChanged 26116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26788 members 
Mstep: Class 2 contains 28937 members 
Entering Unmasked Estep 
Score: -6808595.500000 Penalty: 3252.227783
	Iteration 1F: 3 clusters Score -6808596 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 29598 members 
Entering Unmasked Estep 
Score: -6809364.000000 Penalty: 3252.227783
	Iteration 2Q: 3 clusters Score -6809364 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25214 members 
Mstep: Class 2 contains 30511 members 
Entering Unmasked Estep 
Score: -6810106.500000 Penalty: 3252.227783
	Iteration 3Q: 3 clusters Score -6810106 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23939 members 
Mstep: Class 2 contains 31786 members 
Entering Unmasked Estep 
Score: -6810998.500000 Penalty: 3252.227783
	Iteration 4Q: 3 clusters Score -6810998 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22208 members 
Mstep: Class 2 contains 33517 members 
Entering Unmasked Estep 
Score: -6812269.000000 Penalty: 3252.227783
	Iteration 5Q: 3 clusters Score -6812269 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 35758 members 
Entering Unmasked Estep 
Score: -6813879.000000 Penalty: 3252.227783
	Iteration 6F: 3 clusters Score -6813879 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 38514 members 
Entering Unmasked Estep 
Score: -6816047.500000 Penalty: 3252.227783
	Iteration 7F: 3 clusters Score -6816048 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 41550 members 
Entering Unmasked Estep 
Score: -6818426.500000 Penalty: 3252.227783
	Iteration 8F: 3 clusters Score -6818426 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 44641 members 
Entering Unmasked Estep 
Score: -6820990.500000 Penalty: 3252.227783
	Iteration 9F: 3 clusters Score -6820990 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 47436 members 
Entering Unmasked Estep 
Score: -6823304.000000 Penalty: 3252.227783
	Iteration 10F: 3 clusters Score -6823304 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 49605 members 
Entering Unmasked Estep 
Score: -6825033.000000 Penalty: 3252.227783
	Iteration 11Q: 3 clusters Score -6825033 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 51128 members 
Entering Unmasked Estep 
Score: -6826372.500000 Penalty: 3252.227783
	Iteration 12Q: 3 clusters Score -6826372 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 52184 members 
Entering Unmasked Estep 
Score: -6827226.000000 Penalty: 3252.227783
	Iteration 13Q: 3 clusters Score -6827226 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 52834 members 
Entering Unmasked Estep 
Score: -6827788.500000 Penalty: 3252.227783
	Iteration 14Q: 3 clusters Score -6827788 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 53267 members 
Entering Unmasked Estep 
Score: -6828133.500000 Penalty: 3252.227783
	Iteration 15Q: 3 clusters Score -6828134 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 53570 members 
Entering Unmasked Estep 
Score: -6828352.500000 Penalty: 3252.227783
	Iteration 16Q: 3 clusters Score -6828352 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 53775 members 
Entering Unmasked Estep 
Score: -6828487.500000 Penalty: 3252.227783
	Iteration 17Q: 3 clusters Score -6828488 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 53930 members 
Entering Unmasked Estep 
Score: -6828599.000000 Penalty: 3252.227783
	Iteration 18Q: 3 clusters Score -6828599 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 54059 members 
Entering Unmasked Estep 
Score: -6828659.500000 Penalty: 3252.227783
	Iteration 19Q: 3 clusters Score -6828660 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 54152 members 
Entering Unmasked Estep 
Score: -6828712.000000 Penalty: 3252.227783
	Iteration 20F: 3 clusters Score -6828712 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 54231 members 
Entering Unmasked Estep 
Score: -6828742.000000 Penalty: 3252.227783
	Iteration 21Q: 3 clusters Score -6828742 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 54293 members 
Entering Unmasked Estep 
Score: -6828771.000000 Penalty: 3252.227783
	Iteration 22Q: 3 clusters Score -6828771 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 54335 members 
Entering Unmasked Estep 
Score: -6828791.000000 Penalty: 3252.227783
	Iteration 23Q: 3 clusters Score -6828791 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 54371 members 
Entering Unmasked Estep 
Score: -6828798.500000 Penalty: 3252.227783
	Iteration 24Q: 3 clusters Score -6828798 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 54393 members 
Entering Unmasked Estep 
Score: -6828814.500000 Penalty: 3252.227783
	Iteration 25Q: 3 clusters Score -6828814 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 54412 members 
Entering Unmasked Estep 
Score: -6828807.500000 Penalty: 3252.227783
	Iteration 26Q: 3 clusters Score -6828808 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 54430 members 
Entering Unmasked Estep 
Score: -6828821.000000 Penalty: 3252.227783
	Iteration 27Q: 3 clusters Score -6828821 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 54448 members 
Entering Unmasked Estep 
Score: -6828821.000000 Penalty: 3252.227783
	Iteration 28Q: 3 clusters Score -6828821 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 54457 members 
Entering Unmasked Estep 
Score: -6828839.000000 Penalty: 3252.227783
	Iteration 29Q: 3 clusters Score -6828839 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 54471 members 
Entering Unmasked Estep 
Score: -6828853.500000 Penalty: 3252.227783
	Iteration 30Q: 3 clusters Score -6828854 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 54484 members 
Entering Unmasked Estep 
Score: -6828859.500000 Penalty: 3252.227783
	Iteration 31Q: 3 clusters Score -6828860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 54492 members 
Entering Unmasked Estep 
Score: -6828866.000000 Penalty: 3252.227783
	Iteration 32Q: 3 clusters Score -6828866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 54498 members 
Entering Unmasked Estep 
Score: -6828870.000000 Penalty: 3252.227783
	Iteration 33Q: 3 clusters Score -6828870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 54504 members 
Entering Unmasked Estep 
Score: -6828868.500000 Penalty: 3252.227783
	Iteration 34Q: 3 clusters Score -6828868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 54508 members 
Entering Unmasked Estep 
Score: -6828871.000000 Penalty: 3252.227783
	Iteration 35Q: 3 clusters Score -6828871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 54508 members 
Entering Unmasked Estep 
Score: -6828871.000000 Penalty: 3252.227783
	Iteration 36F: 3 clusters Score -6828871 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Entering Unmasked Estep 
Score: -636728.625000 Penalty: 1278.258057
	Iteration 0F: 2 clusters Score -636728.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -632860.062500 Penalty: 2556.516113
	Iteration 0F: 3 clusters Score -632860.1 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -634046.937500 Penalty: 2556.516113
	Iteration 1F: 3 clusters Score -634046.9 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -634370.562500 Penalty: 2556.516113
	Iteration 2F: 3 clusters Score -634370.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -634645.187500 Penalty: 2556.516113
	Iteration 3F: 3 clusters Score -634645.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -634923.562500 Penalty: 2556.516113
	Iteration 4F: 3 clusters Score -634923.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -635191.187500 Penalty: 2556.516113
	Iteration 5F: 3 clusters Score -635191.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -635465.250000 Penalty: 2556.516113
	Iteration 6F: 3 clusters Score -635465.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -635690.437500 Penalty: 2556.516113
	Iteration 7F: 3 clusters Score -635690.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -635854.437500 Penalty: 2556.516113
	Iteration 8Q: 3 clusters Score -635854.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -635982.000000 Penalty: 2556.516113
	Iteration 9Q: 3 clusters Score -635982 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -636079.562500 Penalty: 2556.516113
	Iteration 10Q: 3 clusters Score -636079.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -636150.812500 Penalty: 2556.516113
	Iteration 11Q: 3 clusters Score -636150.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -636206.687500 Penalty: 2556.516113
	Iteration 12Q: 3 clusters Score -636206.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -636251.687500 Penalty: 2556.516113
	Iteration 13Q: 3 clusters Score -636251.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -636288.062500 Penalty: 2556.516113
	Iteration 14Q: 3 clusters Score -636288.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -636316.562500 Penalty: 2556.516113
	Iteration 15Q: 3 clusters Score -636316.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -636341.000000 Penalty: 2556.516113
	Iteration 16Q: 3 clusters Score -636341 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -636363.875000 Penalty: 2556.516113
	Iteration 17Q: 3 clusters Score -636363.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -636383.062500 Penalty: 2556.516113
	Iteration 18Q: 3 clusters Score -636383.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -636400.812500 Penalty: 2556.516113
	Iteration 19Q: 3 clusters Score -636400.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -636414.562500 Penalty: 2556.516113
	Iteration 20F: 3 clusters Score -636414.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -636434.437500 Penalty: 2556.516113
	Iteration 21Q: 3 clusters Score -636434.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -636458.187500 Penalty: 2556.516113
	Iteration 22Q: 3 clusters Score -636458.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -636480.625000 Penalty: 2556.516113
	Iteration 23Q: 3 clusters Score -636480.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -636498.750000 Penalty: 2556.516113
	Iteration 24Q: 3 clusters Score -636498.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -636512.500000 Penalty: 2556.516113
	Iteration 25Q: 3 clusters Score -636512.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -636526.687500 Penalty: 2556.516113
	Iteration 26Q: 3 clusters Score -636526.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -636539.375000 Penalty: 2556.516113
	Iteration 27Q: 3 clusters Score -636539.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -636558.250000 Penalty: 2556.516113
	Iteration 28Q: 3 clusters Score -636558.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -636574.125000 Penalty: 2556.516113
	Iteration 29Q: 3 clusters Score -636574.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -636593.250000 Penalty: 2556.516113
	Iteration 30Q: 3 clusters Score -636593.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -636618.750000 Penalty: 2556.516113
	Iteration 31Q: 3 clusters Score -636618.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -636647.375000 Penalty: 2556.516113
	Iteration 32Q: 3 clusters Score -636647.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -636678.437500 Penalty: 2556.516113
	Iteration 33Q: 3 clusters Score -636678.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -636706.187500 Penalty: 2556.516113
	Iteration 34Q: 3 clusters Score -636706.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -636726.250000 Penalty: 2556.516113
	Iteration 35Q: 3 clusters Score -636726.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -636737.062500 Penalty: 2556.516113
	Iteration 36Q: 3 clusters Score -636737.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -636743.687500 Penalty: 2556.516113
	Iteration 37Q: 3 clusters Score -636743.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -636750.625000 Penalty: 2556.516113
	Iteration 38Q: 3 clusters Score -636750.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -636757.125000 Penalty: 2556.516113
	Iteration 39Q: 3 clusters Score -636757.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -636765.125000 Penalty: 2556.516113
	Iteration 40F: 3 clusters Score -636765.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -636769.625000 Penalty: 2556.516113
	Iteration 41Q: 3 clusters Score -636769.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -636774.500000 Penalty: 2556.516113
	Iteration 42Q: 3 clusters Score -636774.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -636779.437500 Penalty: 2556.516113
	Iteration 43Q: 3 clusters Score -636779.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -636789.937500 Penalty: 2556.516113
	Iteration 44Q: 3 clusters Score -636789.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -636799.000000 Penalty: 2556.516113
	Iteration 45Q: 3 clusters Score -636799 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -636809.000000 Penalty: 2556.516113
	Iteration 46Q: 3 clusters Score -636809 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -636819.375000 Penalty: 2556.516113
	Iteration 47Q: 3 clusters Score -636819.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -636828.812500 Penalty: 2556.516113
	Iteration 48Q: 3 clusters Score -636828.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -636834.250000 Penalty: 2556.516113
	Iteration 49Q: 3 clusters Score -636834.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -636835.375000 Penalty: 2556.516113
	Iteration 50Q: 3 clusters Score -636835.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -636835.875000 Penalty: 2556.516113
	Iteration 51Q: 3 clusters Score -636835.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -636837.812500 Penalty: 2556.516113
	Iteration 52Q: 3 clusters Score -636837.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -636841.187500 Penalty: 2556.516113
	Iteration 53Q: 3 clusters Score -636841.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -636847.062500 Penalty: 2556.516113
	Iteration 54Q: 3 clusters Score -636847.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -636851.562500 Penalty: 2556.516113
	Iteration 55Q: 3 clusters Score -636851.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -636856.937500 Penalty: 2556.516113
	Iteration 56Q: 3 clusters Score -636856.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -636856.937500 Penalty: 2556.516113
	Iteration 57F: 3 clusters Score -636856.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 214 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 55112 members 
Mstep: Class 3 contains 3920 members 
Mstep: Class 4 contains 89200 members 
Mstep: Class 5 contains 12156 members 
Mstep: Class 6 contains 487 members 
Mstep: Class 7 contains 57801 members 
Mstep: Class 8 contains 10904 members 
Mstep: Class 9 contains 26261 members 
Mstep: Class 10 contains 7188 members 
Mstep: Class 11 contains 23920 members 
Mstep: Class 12 contains 3157 members 
Mstep: Class 13 contains 3600 members 
Mstep: Class 14 contains 68499 members 
Mstep: Class 15 contains 925 members 
Mstep: Class 16 contains 1974 members 
Mstep: Class 17 contains 2267 members 
Mstep: Class 18 contains 55725 members 
Mstep: Class 19 contains 4578 members 
Mstep: Class 20 contains 27911 members 
Mstep: Class 21 contains 25883 members 
Mstep: Class 22 contains 38735 members 
Mstep: Class 23 contains 16690 members 
Mstep: Class 24 contains 113039 members 
Mstep: Class 25 contains 1924 members 
Mstep: Class 26 contains 1540 members 
Mstep: Class 27 contains 5820 members 
Mstep: Class 28 contains 802 members 
Entering Unmasked Estep 
Score: -80827056.000000 Penalty: 55873.144531
Splitting cluster 19 changes total score from -80789864.000000 to -80827056.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 20 (27911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27911 members 
Entering Unmasked Estep 
Score: -3491744.750000 Penalty: 1523.232300
	Iteration 0F: 2 clusters Score -3491745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -3473764.000000 Penalty: 3046.464600
	Iteration 0F: 3 clusters Score -3473764 nChanged 12483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -3480453.750000 Penalty: 3046.464600
	Iteration 1F: 3 clusters Score -3480454 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -3480837.750000 Penalty: 3046.464600
	Iteration 2Q: 3 clusters Score -3480838 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -3481132.250000 Penalty: 3046.464600
	Iteration 3Q: 3 clusters Score -3481132 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -3481356.750000 Penalty: 3046.464600
	Iteration 4Q: 3 clusters Score -3481357 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -3481565.500000 Penalty: 3046.464600
	Iteration 5Q: 3 clusters Score -3481566 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -3481779.250000 Penalty: 3046.464600
	Iteration 6Q: 3 clusters Score -3481779 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -3482024.000000 Penalty: 3046.464600
	Iteration 7Q: 3 clusters Score -3482024 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -3482382.500000 Penalty: 3046.464600
	Iteration 8Q: 3 clusters Score -3482382 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -3482895.750000 Penalty: 3046.464600
	Iteration 9Q: 3 clusters Score -3482896 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -3483685.500000 Penalty: 3046.464600
	Iteration 10Q: 3 clusters Score -3483686 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21081 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -3484759.250000 Penalty: 3046.464600
	Iteration 11F: 3 clusters Score -3484759 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22860 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -3486120.250000 Penalty: 3046.464600
	Iteration 12F: 3 clusters Score -3486120 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24631 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -3487682.500000 Penalty: 3046.464600
	Iteration 13F: 3 clusters Score -3487682 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25985 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -3488902.500000 Penalty: 3046.464600
	Iteration 14Q: 3 clusters Score -3488902 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26845 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -3489706.250000 Penalty: 3046.464600
	Iteration 15Q: 3 clusters Score -3489706 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27275 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -3490121.250000 Penalty: 3046.464600
	Iteration 16Q: 3 clusters Score -3490121 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27461 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -3490328.750000 Penalty: 3046.464600
	Iteration 17Q: 3 clusters Score -3490329 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27543 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -3490435.000000 Penalty: 3046.464600
	Iteration 18Q: 3 clusters Score -3490435 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27574 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3490484.750000 Penalty: 3046.464600
	Iteration 19Q: 3 clusters Score -3490485 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27591 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -3490525.250000 Penalty: 3046.464600
	Iteration 20F: 3 clusters Score -3490525 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27609 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -3490563.750000 Penalty: 3046.464600
	Iteration 21Q: 3 clusters Score -3490564 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27616 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -3490595.750000 Penalty: 3046.464600
	Iteration 22Q: 3 clusters Score -3490596 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27617 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -3490622.250000 Penalty: 3046.464600
	Iteration 23Q: 3 clusters Score -3490622 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27616 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -3490633.750000 Penalty: 3046.464600
	Iteration 24Q: 3 clusters Score -3490634 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27618 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -3490660.250000 Penalty: 3046.464600
	Iteration 25Q: 3 clusters Score -3490660 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27620 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -3490713.500000 Penalty: 3046.464600
	Iteration 26Q: 3 clusters Score -3490714 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27608 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -3490865.750000 Penalty: 3046.464600
	Iteration 27Q: 3 clusters Score -3490866 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27571 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3490956.500000 Penalty: 3046.464600
	Iteration 28Q: 3 clusters Score -3490956 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27529 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -3491025.750000 Penalty: 3046.464600
	Iteration 29Q: 3 clusters Score -3491026 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27482 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -3491074.000000 Penalty: 3046.464600
	Iteration 30Q: 3 clusters Score -3491074 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27431 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -3491133.500000 Penalty: 3046.464600
	Iteration 31Q: 3 clusters Score -3491134 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27390 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -3491182.000000 Penalty: 3046.464600
	Iteration 32Q: 3 clusters Score -3491182 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27347 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -3491231.000000 Penalty: 3046.464600
	Iteration 33Q: 3 clusters Score -3491231 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27301 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -3491276.250000 Penalty: 3046.464600
	Iteration 34Q: 3 clusters Score -3491276 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27258 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -3491307.250000 Penalty: 3046.464600
	Iteration 35Q: 3 clusters Score -3491307 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27208 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -3491347.000000 Penalty: 3046.464600
	Iteration 36Q: 3 clusters Score -3491347 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27160 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -3491373.250000 Penalty: 3046.464600
	Iteration 37Q: 3 clusters Score -3491373 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27122 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -3491401.250000 Penalty: 3046.464600
	Iteration 38Q: 3 clusters Score -3491401 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27085 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -3491426.750000 Penalty: 3046.464600
	Iteration 39Q: 3 clusters Score -3491427 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27048 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -3491486.500000 Penalty: 3046.464600
	Iteration 40F: 3 clusters Score -3491486 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26948 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -3491566.500000 Penalty: 3046.464600
	Iteration 41Q: 3 clusters Score -3491566 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26812 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -3491668.000000 Penalty: 3046.464600
	Iteration 42Q: 3 clusters Score -3491668 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26641 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -3491827.500000 Penalty: 3046.464600
	Iteration 43Q: 3 clusters Score -3491828 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26429 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -3492012.000000 Penalty: 3046.464600
	Iteration 44Q: 3 clusters Score -3492012 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26147 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -3492280.500000 Penalty: 3046.464600
	Iteration 45Q: 3 clusters Score -3492280 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25755 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -3492651.750000 Penalty: 3046.464600
	Iteration 46Q: 3 clusters Score -3492652 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25268 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -3493102.500000 Penalty: 3046.464600
	Iteration 47Q: 3 clusters Score -3493102 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24706 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -3493589.750000 Penalty: 3046.464600
	Iteration 48Q: 3 clusters Score -3493590 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24123 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -3494060.250000 Penalty: 3046.464600
	Iteration 49Q: 3 clusters Score -3494060 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23594 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -3494423.750000 Penalty: 3046.464600
	Iteration 50Q: 3 clusters Score -3494424 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -3494628.750000 Penalty: 3046.464600
	Iteration 51Q: 3 clusters Score -3494629 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -3494714.000000 Penalty: 3046.464600
	Iteration 52Q: 3 clusters Score -3494714 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -3494768.500000 Penalty: 3046.464600
	Iteration 53Q: 3 clusters Score -3494768 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22676 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -3494790.250000 Penalty: 3046.464600
	Iteration 54Q: 3 clusters Score -3494790 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22607 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -3494831.250000 Penalty: 3046.464600
	Iteration 55Q: 3 clusters Score -3494831 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -3494848.500000 Penalty: 3046.464600
	Iteration 56Q: 3 clusters Score -3494848 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -3494857.750000 Penalty: 3046.464600
	Iteration 57Q: 3 clusters Score -3494858 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22508 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -3494855.750000 Penalty: 3046.464600
	Iteration 58Q: 3 clusters Score -3494856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -3494860.500000 Penalty: 3046.464600
	Iteration 59Q: 3 clusters Score -3494860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22495 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -3495888.750000 Penalty: 3046.464600
	Iteration 60F: 3 clusters Score -3495889 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21454 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -3497266.000000 Penalty: 3046.464600
	Iteration 61Q: 3 clusters Score -3497266 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20722 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -3497959.000000 Penalty: 3046.464600
	Iteration 62Q: 3 clusters Score -3497959 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -3498205.250000 Penalty: 3046.464600
	Iteration 63Q: 3 clusters Score -3498205 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -3498291.500000 Penalty: 3046.464600
	Iteration 64Q: 3 clusters Score -3498292 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -3498336.250000 Penalty: 3046.464600
	Iteration 65Q: 3 clusters Score -3498336 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -3498341.750000 Penalty: 3046.464600
	Iteration 66Q: 3 clusters Score -3498342 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -3498348.000000 Penalty: 3046.464600
	Iteration 67Q: 3 clusters Score -3498348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -3498342.750000 Penalty: 3046.464600
	Iteration 68Q: 3 clusters Score -3498343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -3498349.250000 Penalty: 3046.464600
	Iteration 69Q: 3 clusters Score -3498349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19883 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -3498344.250000 Penalty: 3046.464600
	Iteration 70Q: 3 clusters Score -3498344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19881 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -3498347.000000 Penalty: 3046.464600
	Iteration 71Q: 3 clusters Score -3498347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -3498347.000000 Penalty: 3046.464600
	Iteration 72Q: 3 clusters Score -3498347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -3498347.000000 Penalty: 3046.464600
	Iteration 73F: 3 clusters Score -3498347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -3498344.500000 Penalty: 3046.464600
	Iteration 74Q: 3 clusters Score -3498344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -3498344.500000 Penalty: 3046.464600
	Iteration 75F: 3 clusters Score -3498344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 214 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 55112 members 
Mstep: Class 3 contains 3920 members 
Mstep: Class 4 contains 89200 members 
Mstep: Class 5 contains 12156 members 
Mstep: Class 6 contains 487 members 
Mstep: Class 7 contains 57801 members 
Mstep: Class 8 contains 10904 members 
Mstep: Class 9 contains 26261 members 
Mstep: Class 10 contains 7188 members 
Mstep: Class 11 contains 23920 members 
Mstep: Class 12 contains 3157 members 
Mstep: Class 13 contains 3600 members 
Mstep: Class 14 contains 68499 members 
Mstep: Class 15 contains 925 members 
Mstep: Class 16 contains 1974 members 
Mstep: Class 17 contains 2267 members 
Mstep: Class 18 contains 55725 members 
Mstep: Class 19 contains 4578 members 
Mstep: Class 20 contains 19879 members 
Mstep: Class 21 contains 25883 members 
Mstep: Class 22 contains 38735 members 
Mstep: Class 23 contains 16690 members 
Mstep: Class 24 contains 113039 members 
Mstep: Class 25 contains 1924 members 
Mstep: Class 26 contains 1540 members 
Mstep: Class 27 contains 5820 members 
Mstep: Class 28 contains 802 members 
Mstep: Class 29 contains 8032 members 
Entering Unmasked Estep 
Score: -80833368.000000 Penalty: 57868.613281
Splitting cluster 20 changes total score from -80789864.000000 to -80833368.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 21 (25883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25883 members 
Entering Unmasked Estep 
Score: -3257760.750000 Penalty: 1512.007690
	Iteration 0F: 2 clusters Score -3257761 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -3240851.750000 Penalty: 3024.015381
	Iteration 0F: 3 clusters Score -3240852 nChanged 11589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -3247046.750000 Penalty: 3024.015381
	Iteration 1F: 3 clusters Score -3247047 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -3247610.750000 Penalty: 3024.015381
	Iteration 2F: 3 clusters Score -3247611 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -3248526.000000 Penalty: 3024.015381
	Iteration 3F: 3 clusters Score -3248526 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -3250138.000000 Penalty: 3024.015381
	Iteration 4F: 3 clusters Score -3250138 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -3252411.000000 Penalty: 3024.015381
	Iteration 5F: 3 clusters Score -3252411 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -3254761.500000 Penalty: 3024.015381
	Iteration 6F: 3 clusters Score -3254762 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -3256404.500000 Penalty: 3024.015381
	Iteration 7F: 3 clusters Score -3256404 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -3257319.000000 Penalty: 3024.015381
	Iteration 8F: 3 clusters Score -3257319 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -3257815.250000 Penalty: 3024.015381
	Iteration 9Q: 3 clusters Score -3257815 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -3258038.000000 Penalty: 3024.015381
	Iteration 10Q: 3 clusters Score -3258038 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -3258139.250000 Penalty: 3024.015381
	Iteration 11Q: 3 clusters Score -3258139 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -3258203.500000 Penalty: 3024.015381
	Iteration 12Q: 3 clusters Score -3258204 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -3258249.000000 Penalty: 3024.015381
	Iteration 13Q: 3 clusters Score -3258249 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -3258264.500000 Penalty: 3024.015381
	Iteration 14Q: 3 clusters Score -3258264 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
Score: -3258288.500000 Penalty: 3024.015381
	Iteration 15Q: 3 clusters Score -3258288 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -3258310.250000 Penalty: 3024.015381
	Iteration 16Q: 3 clusters Score -3258310 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -3258324.000000 Penalty: 3024.015381
	Iteration 17Q: 3 clusters Score -3258324 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -3258338.000000 Penalty: 3024.015381
	Iteration 18Q: 3 clusters Score -3258338 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -3258350.000000 Penalty: 3024.015381
	Iteration 19Q: 3 clusters Score -3258350 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -3258365.500000 Penalty: 3024.015381
	Iteration 20F: 3 clusters Score -3258366 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -3258358.500000 Penalty: 3024.015381
	Iteration 21Q: 3 clusters Score -3258358 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 19855 members 
Entering Unmasked Estep 
Score: -3258363.000000 Penalty: 3024.015381
	Iteration 22Q: 3 clusters Score -3258363 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -3258375.000000 Penalty: 3024.015381
	Iteration 23Q: 3 clusters Score -3258375 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -3258376.000000 Penalty: 3024.015381
	Iteration 24Q: 3 clusters Score -3258376 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -3258377.750000 Penalty: 3024.015381
	Iteration 25Q: 3 clusters Score -3258378 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -3258386.500000 Penalty: 3024.015381
	Iteration 26Q: 3 clusters Score -3258386 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -3258395.250000 Penalty: 3024.015381
	Iteration 27Q: 3 clusters Score -3258395 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -3258399.750000 Penalty: 3024.015381
	Iteration 28Q: 3 clusters Score -3258400 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 20017 members 
Entering Unmasked Estep 
Score: -3258394.750000 Penalty: 3024.015381
	Iteration 29Q: 3 clusters Score -3258395 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -3258390.250000 Penalty: 3024.015381
	Iteration 30Q: 3 clusters Score -3258390 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -3258392.000000 Penalty: 3024.015381
	Iteration 31Q: 3 clusters Score -3258392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -3258396.750000 Penalty: 3024.015381
	Iteration 32Q: 3 clusters Score -3258397 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -3258395.750000 Penalty: 3024.015381
	Iteration 33Q: 3 clusters Score -3258396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -3258407.500000 Penalty: 3024.015381
	Iteration 34Q: 3 clusters Score -3258408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -3258406.000000 Penalty: 3024.015381
	Iteration 35Q: 3 clusters Score -3258406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 20105 members 
Entering Unmasked Estep 
Score: -3258410.500000 Penalty: 3024.015381
	Iteration 36Q: 3 clusters Score -3258410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -3258412.250000 Penalty: 3024.015381
	Iteration 37Q: 3 clusters Score -3258412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -3258406.000000 Penalty: 3024.015381
	Iteration 38Q: 3 clusters Score -3258406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 20132 members 
Entering Unmasked Estep 
Score: -3258407.750000 Penalty: 3024.015381
	Iteration 39Q: 3 clusters Score -3258408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -3258408.500000 Penalty: 3024.015381
	Iteration 40F: 3 clusters Score -3258408 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 20154 members 
Entering Unmasked Estep 
Score: -3258411.000000 Penalty: 3024.015381
	Iteration 41Q: 3 clusters Score -3258411 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -3258408.500000 Penalty: 3024.015381
	Iteration 42Q: 3 clusters Score -3258408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 20180 members 
Entering Unmasked Estep 
Score: -3258408.000000 Penalty: 3024.015381
	Iteration 43Q: 3 clusters Score -3258408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 20187 members 
Entering Unmasked Estep 
Score: -3258418.000000 Penalty: 3024.015381
	Iteration 44Q: 3 clusters Score -3258418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -3258413.000000 Penalty: 3024.015381
	Iteration 45Q: 3 clusters Score -3258413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -3258418.250000 Penalty: 3024.015381
	Iteration 46Q: 3 clusters Score -3258418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
Score: -3258415.500000 Penalty: 3024.015381
	Iteration 47Q: 3 clusters Score -3258416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -3258412.500000 Penalty: 3024.015381
	Iteration 48Q: 3 clusters Score -3258412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 20216 members 
Entering Unmasked Estep 
Score: -3258415.250000 Penalty: 3024.015381
	Iteration 49Q: 3 clusters Score -3258415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -3258411.500000 Penalty: 3024.015381
	Iteration 50Q: 3 clusters Score -3258412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 20221 members 
Entering Unmasked Estep 
Score: -3258416.000000 Penalty: 3024.015381
	Iteration 51Q: 3 clusters Score -3258416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 20224 members 
Entering Unmasked Estep 
Score: -3258420.000000 Penalty: 3024.015381
	Iteration 52Q: 3 clusters Score -3258420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 20228 members 
Entering Unmasked Estep 
Score: -3258417.250000 Penalty: 3024.015381
	Iteration 53Q: 3 clusters Score -3258417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 20231 members 
Entering Unmasked Estep 
Score: -3258419.750000 Penalty: 3024.015381
	Iteration 54Q: 3 clusters Score -3258420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 20231 members 
Entering Unmasked Estep 
Score: -3258419.750000 Penalty: 3024.015381
	Iteration 55F: 3 clusters Score -3258420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 214 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 55112 members 
Mstep: Class 3 contains 3920 members 
Mstep: Class 4 contains 89200 members 
Mstep: Class 5 contains 12156 members 
Mstep: Class 6 contains 487 members 
Mstep: Class 7 contains 57801 members 
Mstep: Class 8 contains 10904 members 
Mstep: Class 9 contains 26261 members 
Mstep: Class 10 contains 7188 members 
Mstep: Class 11 contains 23920 members 
Mstep: Class 12 contains 3157 members 
Mstep: Class 13 contains 3600 members 
Mstep: Class 14 contains 68499 members 
Mstep: Class 15 contains 925 members 
Mstep: Class 16 contains 1974 members 
Mstep: Class 17 contains 2267 members 
Mstep: Class 18 contains 55725 members 
Mstep: Class 19 contains 4578 members 
Mstep: Class 20 contains 19879 members 
Mstep: Class 21 contains 5652 members 
Mstep: Class 22 contains 38735 members 
Mstep: Class 23 contains 16690 members 
Mstep: Class 24 contains 113039 members 
Mstep: Class 25 contains 1924 members 
Mstep: Class 26 contains 1540 members 
Mstep: Class 27 contains 5820 members 
Mstep: Class 28 contains 802 members 
Mstep: Class 29 contains 8032 members 
Mstep: Class 30 contains 20231 members 
Entering Unmasked Estep 
Score: -80833600.000000 Penalty: 59864.078125
Splitting cluster 21 changes total score from -80789864.000000 to -80833600.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 22 (38735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38735 members 
Entering Unmasked Estep 
Score: -4663281.500000 Penalty: 1571.997437
	Iteration 0F: 2 clusters Score -4663282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -4638154.000000 Penalty: 3143.994873
	Iteration 0F: 3 clusters Score -4638154 nChanged 17705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -4648514.500000 Penalty: 3143.994873
	Iteration 1F: 3 clusters Score -4648514 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -4649672.500000 Penalty: 3143.994873
	Iteration 2F: 3 clusters Score -4649672 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -4651120.000000 Penalty: 3143.994873
	Iteration 3F: 3 clusters Score -4651120 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23167 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -4652716.000000 Penalty: 3143.994873
	Iteration 4F: 3 clusters Score -4652716 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -4654471.000000 Penalty: 3143.994873
	Iteration 5F: 3 clusters Score -4654471 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24806 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -4656084.000000 Penalty: 3143.994873
	Iteration 6F: 3 clusters Score -4656084 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25553 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -4657517.500000 Penalty: 3143.994873
	Iteration 7F: 3 clusters Score -4657518 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26221 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -4658566.500000 Penalty: 3143.994873
	Iteration 8Q: 3 clusters Score -4658566 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26800 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -4659248.000000 Penalty: 3143.994873
	Iteration 9Q: 3 clusters Score -4659248 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27401 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -4659738.000000 Penalty: 3143.994873
	Iteration 10Q: 3 clusters Score -4659738 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27944 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -4660080.500000 Penalty: 3143.994873
	Iteration 11Q: 3 clusters Score -4660080 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28427 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -4660332.500000 Penalty: 3143.994873
	Iteration 12Q: 3 clusters Score -4660332 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28873 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -4660503.000000 Penalty: 3143.994873
	Iteration 13Q: 3 clusters Score -4660503 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29213 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -4660605.500000 Penalty: 3143.994873
	Iteration 14Q: 3 clusters Score -4660606 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29530 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -4660689.000000 Penalty: 3143.994873
	Iteration 15Q: 3 clusters Score -4660689 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29835 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -4660786.000000 Penalty: 3143.994873
	Iteration 16Q: 3 clusters Score -4660786 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30124 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -4660866.500000 Penalty: 3143.994873
	Iteration 17Q: 3 clusters Score -4660866 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30401 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -4660931.000000 Penalty: 3143.994873
	Iteration 18Q: 3 clusters Score -4660931 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30662 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -4661010.500000 Penalty: 3143.994873
	Iteration 19Q: 3 clusters Score -4661010 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30929 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -4661078.000000 Penalty: 3143.994873
	Iteration 20F: 3 clusters Score -4661078 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31217 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -4661164.000000 Penalty: 3143.994873
	Iteration 21Q: 3 clusters Score -4661164 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31479 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -4661224.500000 Penalty: 3143.994873
	Iteration 22Q: 3 clusters Score -4661224 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31735 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -4661285.000000 Penalty: 3143.994873
	Iteration 23Q: 3 clusters Score -4661285 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31991 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -4661355.000000 Penalty: 3143.994873
	Iteration 24Q: 3 clusters Score -4661355 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32252 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -4661398.500000 Penalty: 3143.994873
	Iteration 25Q: 3 clusters Score -4661398 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32485 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -4661447.500000 Penalty: 3143.994873
	Iteration 26Q: 3 clusters Score -4661448 nChanged 238
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Mstep: Class 1 contains 32721 members 
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Mstep: Class 1 contains 32945 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 33188 members 
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Mstep: Class 1 contains 33780 members 
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Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4661790 nChanged 181
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Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4661848 nChanged 169
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Mstep: Class 1 contains 34336 members 
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Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4661884 nChanged 188
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Mstep: Class 1 contains 34522 members 
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Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4661932 nChanged 155
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Mstep: Class 1 contains 34669 members 
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Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4661958 nChanged 134
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Mstep: Class 1 contains 34801 members 
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Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4661986 nChanged 136
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Mstep: Class 1 contains 34935 members 
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Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4662028 nChanged 155
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Mstep: Class 1 contains 35086 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4662076 nChanged 126
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Mstep: Class 1 contains 35210 members 
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Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4662110 nChanged 120
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Mstep: Class 1 contains 35330 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4662130 nChanged 99
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Mstep: Class 1 contains 35421 members 
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Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4662146 nChanged 72
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Mstep: Class 1 contains 35489 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4662161 nChanged 82
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Mstep: Class 1 contains 35569 members 
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4662196 nChanged 71
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Mstep: Class 1 contains 35640 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4662204 nChanged 77
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Mstep: Class 1 contains 35713 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4662226 nChanged 67
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Mstep: Class 1 contains 35778 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4662245 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35828 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4662261 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35877 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4662262 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35915 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4662270 nChanged 35
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Mstep: Class 1 contains 35946 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4662274 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35975 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4662280 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36008 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4662292 nChanged 32
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Mstep: Class 1 contains 36034 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4662294 nChanged 31
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Mstep: Class 1 contains 36061 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4662288 nChanged 33
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Mstep: Class 1 contains 36094 members 
Mstep: Class 2 contains 2641 members 
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	Iteration 57Q: 3 clusters Score -4662296 nChanged 29
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4662302 nChanged 23
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Mstep: Class 1 contains 36142 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4662316 nChanged 18
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Mstep: Class 1 contains 36160 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4662328 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36178 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4662330 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36198 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4662328 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36218 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4662333 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36242 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4662349 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36260 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4662352 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36280 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4662352 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36298 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4662360 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36312 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4662352 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36324 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4662354 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36341 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4662364 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36350 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4662364 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36356 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4662364 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36361 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4662372 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36367 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4662370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36373 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4662366 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36378 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4662366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36382 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4662372 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36384 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4662376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36389 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4662380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36393 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -4662377.500000 Penalty: 3143.994873
	Iteration 80F: 3 clusters Score -4662378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36396 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4662374 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36398 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4662371 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36401 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4662373 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36404 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4662378 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36410 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4662380 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36413 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4662381 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36412 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4662383 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36420 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4662386 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36421 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4662388 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36421 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4662389 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36422 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4662384 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36425 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4662383 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36428 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4662379 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36432 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4662380 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36434 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4662380 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36435 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4662379 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36437 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4662377 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36438 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4662382 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36439 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4662378 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36441 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4662384 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36443 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4662380 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36446 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4662382 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36448 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4662384 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36450 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4662391 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36452 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4662391 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36453 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4662390 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36455 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4662388 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36458 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4662388 nChanged 1
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	Iteration 109Q: 3 clusters Score -4662384 nChanged 0
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Entering Unmasked Estep 
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	Iteration 110F: 3 clusters Score -4662384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (113039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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	Iteration 0F: 2 clusters Score -1.437333e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56609 members 
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	Iteration 0F: 3 clusters Score -1.432979e+07 nChanged 53493
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	Iteration 1F: 3 clusters Score -1.436085e+07 nChanged 4648
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Mstep: Class 1 contains 58844 members 
Mstep: Class 2 contains 54195 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -1.436214e+07 nChanged 4887
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60187 members 
Mstep: Class 2 contains 52852 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -1.436393e+07 nChanged 5188
Entering Unmasked Mstep 
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Mstep: Class 1 contains 61871 members 
Mstep: Class 2 contains 51168 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -1.436615e+07 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63790 members 
Mstep: Class 2 contains 49249 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -1.436865e+07 nChanged 5607
Entering Unmasked Mstep 
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Mstep: Class 1 contains 65949 members 
Mstep: Class 2 contains 47090 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -1.437159e+07 nChanged 5774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68169 members 
Mstep: Class 2 contains 44870 members 
Entering Unmasked Estep 
Score: -14374172.000000 Penalty: 3462.721436
	Iteration 7F: 3 clusters Score -1.437417e+07 nChanged 5479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70262 members 
Mstep: Class 2 contains 42777 members 
Entering Unmasked Estep 
Score: -14376288.000000 Penalty: 3462.721436
	Iteration 8Q: 3 clusters Score -1.437629e+07 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72207 members 
Mstep: Class 2 contains 40832 members 
Entering Unmasked Estep 
Score: -14378081.000000 Penalty: 3462.721436
	Iteration 9Q: 3 clusters Score -1.437808e+07 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73982 members 
Mstep: Class 2 contains 39057 members 
Entering Unmasked Estep 
Score: -14379302.000000 Penalty: 3462.721436
	Iteration 10Q: 3 clusters Score -1.43793e+07 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75331 members 
Mstep: Class 2 contains 37708 members 
Entering Unmasked Estep 
Score: -14380041.000000 Penalty: 3462.721436
	Iteration 11Q: 3 clusters Score -1.438004e+07 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76203 members 
Mstep: Class 2 contains 36836 members 
Entering Unmasked Estep 
Score: -14380584.000000 Penalty: 3462.721436
	Iteration 12Q: 3 clusters Score -1.438058e+07 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76475 members 
Mstep: Class 2 contains 36564 members 
Entering Unmasked Estep 
Score: -14380983.000000 Penalty: 3462.721436
	Iteration 13Q: 3 clusters Score -1.438098e+07 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76069 members 
Mstep: Class 2 contains 36970 members 
Entering Unmasked Estep 
Score: -14381563.000000 Penalty: 3462.721436
	Iteration 14Q: 3 clusters Score -1.438156e+07 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74968 members 
Mstep: Class 2 contains 38071 members 
Entering Unmasked Estep 
Score: -14382319.000000 Penalty: 3462.721436
	Iteration 15Q: 3 clusters Score -1.438232e+07 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73094 members 
Mstep: Class 2 contains 39945 members 
Entering Unmasked Estep 
Score: -14383063.000000 Penalty: 3462.721436
	Iteration 16Q: 3 clusters Score -1.438306e+07 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70436 members 
Mstep: Class 2 contains 42603 members 
Entering Unmasked Estep 
Score: -14384076.000000 Penalty: 3462.721436
	Iteration 17Q: 3 clusters Score -1.438408e+07 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67167 members 
Mstep: Class 2 contains 45872 members 
Entering Unmasked Estep 
Score: -14384765.000000 Penalty: 3462.721436
	Iteration 18Q: 3 clusters Score -1.438476e+07 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63280 members 
Mstep: Class 2 contains 49759 members 
Entering Unmasked Estep 
Score: -14385254.000000 Penalty: 3462.721436
	Iteration 19Q: 3 clusters Score -1.438525e+07 nChanged 4482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58808 members 
Mstep: Class 2 contains 54231 members 
Entering Unmasked Estep 
Score: -14386271.000000 Penalty: 3462.721436
	Iteration 20F: 3 clusters Score -1.438627e+07 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54075 members 
Mstep: Class 2 contains 58964 members 
Entering Unmasked Estep 
Score: -14387310.000000 Penalty: 3462.721436
	Iteration 21Q: 3 clusters Score -1.438731e+07 nChanged 4629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49476 members 
Mstep: Class 2 contains 63563 members 
Entering Unmasked Estep 
Score: -14388579.000000 Penalty: 3462.721436
	Iteration 22Q: 3 clusters Score -1.438858e+07 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45378 members 
Mstep: Class 2 contains 67661 members 
Entering Unmasked Estep 
Score: -14389802.000000 Penalty: 3462.721436
	Iteration 23Q: 3 clusters Score -1.43898e+07 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41990 members 
Mstep: Class 2 contains 71049 members 
Entering Unmasked Estep 
Score: -14390874.000000 Penalty: 3462.721436
	Iteration 24Q: 3 clusters Score -1.439087e+07 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39240 members 
Mstep: Class 2 contains 73799 members 
Entering Unmasked Estep 
Score: -14391935.000000 Penalty: 3462.721436
	Iteration 25Q: 3 clusters Score -1.439194e+07 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36708 members 
Mstep: Class 2 contains 76331 members 
Entering Unmasked Estep 
Score: -14392606.000000 Penalty: 3462.721436
	Iteration 26Q: 3 clusters Score -1.439261e+07 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34539 members 
Mstep: Class 2 contains 78500 members 
Entering Unmasked Estep 
Score: -14392854.000000 Penalty: 3462.721436
	Iteration 27Q: 3 clusters Score -1.439285e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32864 members 
Mstep: Class 2 contains 80175 members 
Entering Unmasked Estep 
Score: -14392729.000000 Penalty: 3462.721436
	Iteration 28Q: 3 clusters Score -1.439273e+07 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31656 members 
Mstep: Class 2 contains 81383 members 
Entering Unmasked Estep 
Score: -14392371.000000 Penalty: 3462.721436
	Iteration 29Q: 3 clusters Score -1.439237e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30775 members 
Mstep: Class 2 contains 82264 members 
Entering Unmasked Estep 
Score: -14392115.000000 Penalty: 3462.721436
	Iteration 30Q: 3 clusters Score -1.439212e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30207 members 
Mstep: Class 2 contains 82832 members 
Entering Unmasked Estep 
Score: -14391798.000000 Penalty: 3462.721436
	Iteration 31Q: 3 clusters Score -1.43918e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29935 members 
Mstep: Class 2 contains 83104 members 
Entering Unmasked Estep 
Score: -14391600.000000 Penalty: 3462.721436
	Iteration 32Q: 3 clusters Score -1.43916e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29838 members 
Mstep: Class 2 contains 83201 members 
Entering Unmasked Estep 
Score: -14391440.000000 Penalty: 3462.721436
	Iteration 33Q: 3 clusters Score -1.439144e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29850 members 
Mstep: Class 2 contains 83189 members 
Entering Unmasked Estep 
Score: -14391382.000000 Penalty: 3462.721436
	Iteration 34Q: 3 clusters Score -1.439138e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29938 members 
Mstep: Class 2 contains 83101 members 
Entering Unmasked Estep 
Score: -14391248.000000 Penalty: 3462.721436
	Iteration 35Q: 3 clusters Score -1.439125e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30073 members 
Mstep: Class 2 contains 82966 members 
Entering Unmasked Estep 
Score: -14391201.000000 Penalty: 3462.721436
	Iteration 36Q: 3 clusters Score -1.43912e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30226 members 
Mstep: Class 2 contains 82813 members 
Entering Unmasked Estep 
Score: -14391197.000000 Penalty: 3462.721436
	Iteration 37Q: 3 clusters Score -1.43912e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30407 members 
Mstep: Class 2 contains 82632 members 
Entering Unmasked Estep 
Score: -14391183.000000 Penalty: 3462.721436
	Iteration 38Q: 3 clusters Score -1.439118e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30636 members 
Mstep: Class 2 contains 82403 members 
Entering Unmasked Estep 
Score: -14391233.000000 Penalty: 3462.721436
	Iteration 39Q: 3 clusters Score -1.439123e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30902 members 
Mstep: Class 2 contains 82137 members 
Entering Unmasked Estep 
Score: -14391729.000000 Penalty: 3462.721436
	Iteration 40F: 3 clusters Score -1.439173e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30896 members 
Mstep: Class 2 contains 82143 members 
Entering Unmasked Estep 
Score: -14391704.000000 Penalty: 3462.721436
	Iteration 41Q: 3 clusters Score -1.43917e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31006 members 
Mstep: Class 2 contains 82033 members 
Entering Unmasked Estep 
Score: -14391565.000000 Penalty: 3462.721436
	Iteration 42Q: 3 clusters Score -1.439156e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31263 members 
Mstep: Class 2 contains 81776 members 
Entering Unmasked Estep 
Score: -14391493.000000 Penalty: 3462.721436
	Iteration 43Q: 3 clusters Score -1.439149e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31581 members 
Mstep: Class 2 contains 81458 members 
Entering Unmasked Estep 
Score: -14391458.000000 Penalty: 3462.721436
	Iteration 44Q: 3 clusters Score -1.439146e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31994 members 
Mstep: Class 2 contains 81045 members 
Entering Unmasked Estep 
Score: -14391498.000000 Penalty: 3462.721436
	Iteration 45Q: 3 clusters Score -1.43915e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32478 members 
Mstep: Class 2 contains 80561 members 
Entering Unmasked Estep 
Score: -14391543.000000 Penalty: 3462.721436
	Iteration 46Q: 3 clusters Score -1.439154e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32985 members 
Mstep: Class 2 contains 80054 members 
Entering Unmasked Estep 
Score: -14391607.000000 Penalty: 3462.721436
	Iteration 47Q: 3 clusters Score -1.439161e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33561 members 
Mstep: Class 2 contains 79478 members 
Entering Unmasked Estep 
Score: -14391638.000000 Penalty: 3462.721436
	Iteration 48Q: 3 clusters Score -1.439164e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34139 members 
Mstep: Class 2 contains 78900 members 
Entering Unmasked Estep 
Score: -14391673.000000 Penalty: 3462.721436
	Iteration 49Q: 3 clusters Score -1.439167e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34808 members 
Mstep: Class 2 contains 78231 members 
Entering Unmasked Estep 
Score: -14391752.000000 Penalty: 3462.721436
	Iteration 50Q: 3 clusters Score -1.439175e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35574 members 
Mstep: Class 2 contains 77465 members 
Entering Unmasked Estep 
Score: -14391848.000000 Penalty: 3462.721436
	Iteration 51Q: 3 clusters Score -1.439185e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36400 members 
Mstep: Class 2 contains 76639 members 
Entering Unmasked Estep 
Score: -14391920.000000 Penalty: 3462.721436
	Iteration 52Q: 3 clusters Score -1.439192e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37414 members 
Mstep: Class 2 contains 75625 members 
Entering Unmasked Estep 
Score: -14391982.000000 Penalty: 3462.721436
	Iteration 53Q: 3 clusters Score -1.439198e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38718 members 
Mstep: Class 2 contains 74321 members 
Entering Unmasked Estep 
Score: -14392024.000000 Penalty: 3462.721436
	Iteration 54Q: 3 clusters Score -1.439202e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40318 members 
Mstep: Class 2 contains 72721 members 
Entering Unmasked Estep 
Score: -14392151.000000 Penalty: 3462.721436
	Iteration 55Q: 3 clusters Score -1.439215e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42156 members 
Mstep: Class 2 contains 70883 members 
Entering Unmasked Estep 
Score: -14392080.000000 Penalty: 3462.721436
	Iteration 56Q: 3 clusters Score -1.439208e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44343 members 
Mstep: Class 2 contains 68696 members 
Entering Unmasked Estep 
Score: -14392155.000000 Penalty: 3462.721436
	Iteration 57Q: 3 clusters Score -1.439216e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46919 members 
Mstep: Class 2 contains 66120 members 
Entering Unmasked Estep 
Score: -14391962.000000 Penalty: 3462.721436
	Iteration 58Q: 3 clusters Score -1.439196e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49899 members 
Mstep: Class 2 contains 63140 members 
Entering Unmasked Estep 
Score: -14391974.000000 Penalty: 3462.721436
	Iteration 59Q: 3 clusters Score -1.439197e+07 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53219 members 
Mstep: Class 2 contains 59820 members 
Entering Unmasked Estep 
Score: -14391972.000000 Penalty: 3462.721436
	Iteration 60F: 3 clusters Score -1.439197e+07 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56852 members 
Mstep: Class 2 contains 56187 members 
Entering Unmasked Estep 
Score: -14392009.000000 Penalty: 3462.721436
	Iteration 61Q: 3 clusters Score -1.439201e+07 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60636 members 
Mstep: Class 2 contains 52403 members 
Entering Unmasked Estep 
Score: -14392022.000000 Penalty: 3462.721436
	Iteration 62Q: 3 clusters Score -1.439202e+07 nChanged 3854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64490 members 
Mstep: Class 2 contains 48549 members 
Entering Unmasked Estep 
Score: -14392195.000000 Penalty: 3462.721436
	Iteration 63Q: 3 clusters Score -1.43922e+07 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68296 members 
Mstep: Class 2 contains 44743 members 
Entering Unmasked Estep 
Score: -14392468.000000 Penalty: 3462.721436
	Iteration 64Q: 3 clusters Score -1.439247e+07 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71876 members 
Mstep: Class 2 contains 41163 members 
Entering Unmasked Estep 
Score: -14392576.000000 Penalty: 3462.721436
	Iteration 65Q: 3 clusters Score -1.439258e+07 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74943 members 
Mstep: Class 2 contains 38096 members 
Entering Unmasked Estep 
Score: -14392868.000000 Penalty: 3462.721436
	Iteration 66Q: 3 clusters Score -1.439287e+07 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77204 members 
Mstep: Class 2 contains 35835 members 
Entering Unmasked Estep 
Score: -14392952.000000 Penalty: 3462.721436
	Iteration 67Q: 3 clusters Score -1.439295e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78732 members 
Mstep: Class 2 contains 34307 members 
Entering Unmasked Estep 
Score: -14392690.000000 Penalty: 3462.721436
	Iteration 68Q: 3 clusters Score -1.439269e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79725 members 
Mstep: Class 2 contains 33314 members 
Entering Unmasked Estep 
Score: -14392372.000000 Penalty: 3462.721436
	Iteration 69Q: 3 clusters Score -1.439237e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80300 members 
Mstep: Class 2 contains 32739 members 
Entering Unmasked Estep 
Score: -14392152.000000 Penalty: 3462.721436
	Iteration 70Q: 3 clusters Score -1.439215e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80586 members 
Mstep: Class 2 contains 32453 members 
Entering Unmasked Estep 
Score: -14392082.000000 Penalty: 3462.721436
	Iteration 71Q: 3 clusters Score -1.439208e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80705 members 
Mstep: Class 2 contains 32334 members 
Entering Unmasked Estep 
Score: -14391951.000000 Penalty: 3462.721436
	Iteration 72Q: 3 clusters Score -1.439195e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80702 members 
Mstep: Class 2 contains 32337 members 
Entering Unmasked Estep 
Score: -14391832.000000 Penalty: 3462.721436
	Iteration 73Q: 3 clusters Score -1.439183e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80580 members 
Mstep: Class 2 contains 32459 members 
Entering Unmasked Estep 
Score: -14391798.000000 Penalty: 3462.721436
	Iteration 74Q: 3 clusters Score -1.43918e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80392 members 
Mstep: Class 2 contains 32647 members 
Entering Unmasked Estep 
Score: -14391775.000000 Penalty: 3462.721436
	Iteration 75Q: 3 clusters Score -1.439178e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80153 members 
Mstep: Class 2 contains 32886 members 
Entering Unmasked Estep 
Score: -14391757.000000 Penalty: 3462.721436
	Iteration 76Q: 3 clusters Score -1.439176e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79877 members 
Mstep: Class 2 contains 33162 members 
Entering Unmasked Estep 
Score: -14391802.000000 Penalty: 3462.721436
	Iteration 77Q: 3 clusters Score -1.43918e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79613 members 
Mstep: Class 2 contains 33426 members 
Entering Unmasked Estep 
Score: -14391851.000000 Penalty: 3462.721436
	Iteration 78Q: 3 clusters Score -1.439185e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79379 members 
Mstep: Class 2 contains 33660 members 
Entering Unmasked Estep 
Score: -14391923.000000 Penalty: 3462.721436
	Iteration 79Q: 3 clusters Score -1.439192e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79117 members 
Mstep: Class 2 contains 33922 members 
Entering Unmasked Estep 
Score: -14392156.000000 Penalty: 3462.721436
	Iteration 80F: 3 clusters Score -1.439216e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79067 members 
Mstep: Class 2 contains 33972 members 
Entering Unmasked Estep 
Score: -14392031.000000 Penalty: 3462.721436
	Iteration 81Q: 3 clusters Score -1.439203e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78972 members 
Mstep: Class 2 contains 34067 members 
Entering Unmasked Estep 
Score: -14391939.000000 Penalty: 3462.721436
	Iteration 82Q: 3 clusters Score -1.439194e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78821 members 
Mstep: Class 2 contains 34218 members 
Entering Unmasked Estep 
Score: -14391874.000000 Penalty: 3462.721436
	Iteration 83Q: 3 clusters Score -1.439187e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78661 members 
Mstep: Class 2 contains 34378 members 
Entering Unmasked Estep 
Score: -14391863.000000 Penalty: 3462.721436
	Iteration 84Q: 3 clusters Score -1.439186e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78492 members 
Mstep: Class 2 contains 34547 members 
Entering Unmasked Estep 
Score: -14391836.000000 Penalty: 3462.721436
	Iteration 85Q: 3 clusters Score -1.439184e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78325 members 
Mstep: Class 2 contains 34714 members 
Entering Unmasked Estep 
Score: -14391830.000000 Penalty: 3462.721436
	Iteration 86Q: 3 clusters Score -1.439183e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78174 members 
Mstep: Class 2 contains 34865 members 
Entering Unmasked Estep 
Score: -14391864.000000 Penalty: 3462.721436
	Iteration 87Q: 3 clusters Score -1.439186e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78024 members 
Mstep: Class 2 contains 35015 members 
Entering Unmasked Estep 
Score: -14391830.000000 Penalty: 3462.721436
	Iteration 88Q: 3 clusters Score -1.439183e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77918 members 
Mstep: Class 2 contains 35121 members 
Entering Unmasked Estep 
Score: -14391857.000000 Penalty: 3462.721436
	Iteration 89Q: 3 clusters Score -1.439186e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77805 members 
Mstep: Class 2 contains 35234 members 
Entering Unmasked Estep 
Score: -14391844.000000 Penalty: 3462.721436
	Iteration 90Q: 3 clusters Score -1.439184e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77714 members 
Mstep: Class 2 contains 35325 members 
Entering Unmasked Estep 
Score: -14391844.000000 Penalty: 3462.721436
	Iteration 91Q: 3 clusters Score -1.439184e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77629 members 
Mstep: Class 2 contains 35410 members 
Entering Unmasked Estep 
Score: -14391835.000000 Penalty: 3462.721436
	Iteration 92Q: 3 clusters Score -1.439184e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77541 members 
Mstep: Class 2 contains 35498 members 
Entering Unmasked Estep 
Score: -14391814.000000 Penalty: 3462.721436
	Iteration 93Q: 3 clusters Score -1.439181e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77459 members 
Mstep: Class 2 contains 35580 members 
Entering Unmasked Estep 
Score: -14391799.000000 Penalty: 3462.721436
	Iteration 94Q: 3 clusters Score -1.43918e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77364 members 
Mstep: Class 2 contains 35675 members 
Entering Unmasked Estep 
Score: -14391819.000000 Penalty: 3462.721436
	Iteration 95Q: 3 clusters Score -1.439182e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77297 members 
Mstep: Class 2 contains 35742 members 
Entering Unmasked Estep 
Score: -14391809.000000 Penalty: 3462.721436
	Iteration 96Q: 3 clusters Score -1.439181e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77225 members 
Mstep: Class 2 contains 35814 members 
Entering Unmasked Estep 
Score: -14391782.000000 Penalty: 3462.721436
	Iteration 97Q: 3 clusters Score -1.439178e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77174 members 
Mstep: Class 2 contains 35865 members 
Entering Unmasked Estep 
Score: -14391784.000000 Penalty: 3462.721436
	Iteration 98Q: 3 clusters Score -1.439178e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77132 members 
Mstep: Class 2 contains 35907 members 
Entering Unmasked Estep 
Score: -14391806.000000 Penalty: 3462.721436
	Iteration 99Q: 3 clusters Score -1.439181e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77100 members 
Mstep: Class 2 contains 35939 members 
Entering Unmasked Estep 
Score: -14391818.000000 Penalty: 3462.721436
	Iteration 100F: 3 clusters Score -1.439182e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77063 members 
Mstep: Class 2 contains 35976 members 
Entering Unmasked Estep 
Score: -14391782.000000 Penalty: 3462.721436
	Iteration 101Q: 3 clusters Score -1.439178e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77033 members 
Mstep: Class 2 contains 36006 members 
Entering Unmasked Estep 
Score: -14391760.000000 Penalty: 3462.721436
	Iteration 102Q: 3 clusters Score -1.439176e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77011 members 
Mstep: Class 2 contains 36028 members 
Entering Unmasked Estep 
Score: -14391744.000000 Penalty: 3462.721436
	Iteration 103Q: 3 clusters Score -1.439174e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76986 members 
Mstep: Class 2 contains 36053 members 
Entering Unmasked Estep 
Score: -14391718.000000 Penalty: 3462.721436
	Iteration 104Q: 3 clusters Score -1.439172e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76946 members 
Mstep: Class 2 contains 36093 members 
Entering Unmasked Estep 
Score: -14391724.000000 Penalty: 3462.721436
	Iteration 105Q: 3 clusters Score -1.439172e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76903 members 
Mstep: Class 2 contains 36136 members 
Entering Unmasked Estep 
Score: -14391743.000000 Penalty: 3462.721436
	Iteration 106Q: 3 clusters Score -1.439174e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76863 members 
Mstep: Class 2 contains 36176 members 
Entering Unmasked Estep 
Score: -14391760.000000 Penalty: 3462.721436
	Iteration 107Q: 3 clusters Score -1.439176e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76826 members 
Mstep: Class 2 contains 36213 members 
Entering Unmasked Estep 
Score: -14391744.000000 Penalty: 3462.721436
	Iteration 108Q: 3 clusters Score -1.439174e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76792 members 
Mstep: Class 2 contains 36247 members 
Entering Unmasked Estep 
Score: -14391716.000000 Penalty: 3462.721436
	Iteration 109Q: 3 clusters Score -1.439172e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76752 members 
Mstep: Class 2 contains 36287 members 
Entering Unmasked Estep 
Score: -14391727.000000 Penalty: 3462.721436
	Iteration 110Q: 3 clusters Score -1.439173e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76701 members 
Mstep: Class 2 contains 36338 members 
Entering Unmasked Estep 
Score: -14391701.000000 Penalty: 3462.721436
	Iteration 111Q: 3 clusters Score -1.43917e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76660 members 
Mstep: Class 2 contains 36379 members 
Entering Unmasked Estep 
Score: -14391728.000000 Penalty: 3462.721436
	Iteration 112Q: 3 clusters Score -1.439173e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76626 members 
Mstep: Class 2 contains 36413 members 
Entering Unmasked Estep 
Score: -14391754.000000 Penalty: 3462.721436
	Iteration 113Q: 3 clusters Score -1.439175e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76594 members 
Mstep: Class 2 contains 36445 members 
Entering Unmasked Estep 
Score: -14391719.000000 Penalty: 3462.721436
	Iteration 114Q: 3 clusters Score -1.439172e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76557 members 
Mstep: Class 2 contains 36482 members 
Entering Unmasked Estep 
Score: -14391736.000000 Penalty: 3462.721436
	Iteration 115Q: 3 clusters Score -1.439174e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76523 members 
Mstep: Class 2 contains 36516 members 
Entering Unmasked Estep 
Score: -14391727.000000 Penalty: 3462.721436
	Iteration 116Q: 3 clusters Score -1.439173e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76475 members 
Mstep: Class 2 contains 36564 members 
Entering Unmasked Estep 
Score: -14391717.000000 Penalty: 3462.721436
	Iteration 117Q: 3 clusters Score -1.439172e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76420 members 
Mstep: Class 2 contains 36619 members 
Entering Unmasked Estep 
Score: -14391692.000000 Penalty: 3462.721436
	Iteration 118Q: 3 clusters Score -1.439169e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76385 members 
Mstep: Class 2 contains 36654 members 
Entering Unmasked Estep 
Score: -14391655.000000 Penalty: 3462.721436
	Iteration 119Q: 3 clusters Score -1.439166e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76337 members 
Mstep: Class 2 contains 36702 members 
Entering Unmasked Estep 
Score: -14391669.000000 Penalty: 3462.721436
	Iteration 120F: 3 clusters Score -1.439167e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76295 members 
Mstep: Class 2 contains 36744 members 
Entering Unmasked Estep 
Score: -14391690.000000 Penalty: 3462.721436
	Iteration 121Q: 3 clusters Score -1.439169e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76249 members 
Mstep: Class 2 contains 36790 members 
Entering Unmasked Estep 
Score: -14391652.000000 Penalty: 3462.721436
	Iteration 122Q: 3 clusters Score -1.439165e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76214 members 
Mstep: Class 2 contains 36825 members 
Entering Unmasked Estep 
Score: -14391640.000000 Penalty: 3462.721436
	Iteration 123Q: 3 clusters Score -1.439164e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76172 members 
Mstep: Class 2 contains 36867 members 
Entering Unmasked Estep 
Score: -14391637.000000 Penalty: 3462.721436
	Iteration 124Q: 3 clusters Score -1.439164e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76153 members 
Mstep: Class 2 contains 36886 members 
Entering Unmasked Estep 
Score: -14391632.000000 Penalty: 3462.721436
	Iteration 125Q: 3 clusters Score -1.439163e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76118 members 
Mstep: Class 2 contains 36921 members 
Entering Unmasked Estep 
Score: -14391649.000000 Penalty: 3462.721436
	Iteration 126Q: 3 clusters Score -1.439165e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76096 members 
Mstep: Class 2 contains 36943 members 
Entering Unmasked Estep 
Score: -14391669.000000 Penalty: 3462.721436
	Iteration 127Q: 3 clusters Score -1.439167e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76065 members 
Mstep: Class 2 contains 36974 members 
Entering Unmasked Estep 
Score: -14391659.000000 Penalty: 3462.721436
	Iteration 128Q: 3 clusters Score -1.439166e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76028 members 
Mstep: Class 2 contains 37011 members 
Entering Unmasked Estep 
Score: -14391648.000000 Penalty: 3462.721436
	Iteration 129Q: 3 clusters Score -1.439165e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75992 members 
Mstep: Class 2 contains 37047 members 
Entering Unmasked Estep 
Score: -14391619.000000 Penalty: 3462.721436
	Iteration 130Q: 3 clusters Score -1.439162e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75951 members 
Mstep: Class 2 contains 37088 members 
Entering Unmasked Estep 
Score: -14391613.000000 Penalty: 3462.721436
	Iteration 131Q: 3 clusters Score -1.439161e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75900 members 
Mstep: Class 2 contains 37139 members 
Entering Unmasked Estep 
Score: -14391633.000000 Penalty: 3462.721436
	Iteration 132Q: 3 clusters Score -1.439163e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75860 members 
Mstep: Class 2 contains 37179 members 
Entering Unmasked Estep 
Score: -14391628.000000 Penalty: 3462.721436
	Iteration 133Q: 3 clusters Score -1.439163e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75831 members 
Mstep: Class 2 contains 37208 members 
Entering Unmasked Estep 
Score: -14391622.000000 Penalty: 3462.721436
	Iteration 134Q: 3 clusters Score -1.439162e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75802 members 
Mstep: Class 2 contains 37237 members 
Entering Unmasked Estep 
Score: -14391636.000000 Penalty: 3462.721436
	Iteration 135Q: 3 clusters Score -1.439164e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75791 members 
Mstep: Class 2 contains 37248 members 
Entering Unmasked Estep 
Score: -14391608.000000 Penalty: 3462.721436
	Iteration 136Q: 3 clusters Score -1.439161e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75778 members 
Mstep: Class 2 contains 37261 members 
Entering Unmasked Estep 
Score: -14391592.000000 Penalty: 3462.721436
	Iteration 137Q: 3 clusters Score -1.439159e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75754 members 
Mstep: Class 2 contains 37285 members 
Entering Unmasked Estep 
Score: -14391583.000000 Penalty: 3462.721436
	Iteration 138Q: 3 clusters Score -1.439158e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75738 members 
Mstep: Class 2 contains 37301 members 
Entering Unmasked Estep 
Score: -14391559.000000 Penalty: 3462.721436
	Iteration 139Q: 3 clusters Score -1.439156e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75719 members 
Mstep: Class 2 contains 37320 members 
Entering Unmasked Estep 
Score: -14391564.000000 Penalty: 3462.721436
	Iteration 140F: 3 clusters Score -1.439156e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75691 members 
Mstep: Class 2 contains 37348 members 
Entering Unmasked Estep 
Score: -14391561.000000 Penalty: 3462.721436
	Iteration 141Q: 3 clusters Score -1.439156e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75661 members 
Mstep: Class 2 contains 37378 members 
Entering Unmasked Estep 
Score: -14391544.000000 Penalty: 3462.721436
	Iteration 142Q: 3 clusters Score -1.439154e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75617 members 
Mstep: Class 2 contains 37422 members 
Entering Unmasked Estep 
Score: -14391560.000000 Penalty: 3462.721436
	Iteration 143Q: 3 clusters Score -1.439156e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75583 members 
Mstep: Class 2 contains 37456 members 
Entering Unmasked Estep 
Score: -14391528.000000 Penalty: 3462.721436
	Iteration 144Q: 3 clusters Score -1.439153e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75549 members 
Mstep: Class 2 contains 37490 members 
Entering Unmasked Estep 
Score: -14391494.000000 Penalty: 3462.721436
	Iteration 145Q: 3 clusters Score -1.439149e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75514 members 
Mstep: Class 2 contains 37525 members 
Entering Unmasked Estep 
Score: -14391494.000000 Penalty: 3462.721436
	Iteration 146Q: 3 clusters Score -1.439149e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75485 members 
Mstep: Class 2 contains 37554 members 
Entering Unmasked Estep 
Score: -14391472.000000 Penalty: 3462.721436
	Iteration 147Q: 3 clusters Score -1.439147e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75448 members 
Mstep: Class 2 contains 37591 members 
Entering Unmasked Estep 
Score: -14391484.000000 Penalty: 3462.721436
	Iteration 148Q: 3 clusters Score -1.439148e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75406 members 
Mstep: Class 2 contains 37633 members 
Entering Unmasked Estep 
Score: -14391495.000000 Penalty: 3462.721436
	Iteration 149Q: 3 clusters Score -1.43915e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75368 members 
Mstep: Class 2 contains 37671 members 
Entering Unmasked Estep 
Score: -14391499.000000 Penalty: 3462.721436
	Iteration 150Q: 3 clusters Score -1.43915e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75329 members 
Mstep: Class 2 contains 37710 members 
Entering Unmasked Estep 
Score: -14391506.000000 Penalty: 3462.721436
	Iteration 151Q: 3 clusters Score -1.439151e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75295 members 
Mstep: Class 2 contains 37744 members 
Entering Unmasked Estep 
Score: -14391514.000000 Penalty: 3462.721436
	Iteration 152Q: 3 clusters Score -1.439151e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75268 members 
Mstep: Class 2 contains 37771 members 
Entering Unmasked Estep 
Score: -14391521.000000 Penalty: 3462.721436
	Iteration 153Q: 3 clusters Score -1.439152e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75250 members 
Mstep: Class 2 contains 37789 members 
Entering Unmasked Estep 
Score: -14391518.000000 Penalty: 3462.721436
	Iteration 154Q: 3 clusters Score -1.439152e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75228 members 
Mstep: Class 2 contains 37811 members 
Entering Unmasked Estep 
Score: -14391502.000000 Penalty: 3462.721436
	Iteration 155Q: 3 clusters Score -1.43915e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75200 members 
Mstep: Class 2 contains 37839 members 
Entering Unmasked Estep 
Score: -14391477.000000 Penalty: 3462.721436
	Iteration 156Q: 3 clusters Score -1.439148e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75177 members 
Mstep: Class 2 contains 37862 members 
Entering Unmasked Estep 
Score: -14391492.000000 Penalty: 3462.721436
	Iteration 157Q: 3 clusters Score -1.439149e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75156 members 
Mstep: Class 2 contains 37883 members 
Entering Unmasked Estep 
Score: -14391481.000000 Penalty: 3462.721436
	Iteration 158Q: 3 clusters Score -1.439148e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75122 members 
Mstep: Class 2 contains 37917 members 
Entering Unmasked Estep 
Score: -14391484.000000 Penalty: 3462.721436
	Iteration 159Q: 3 clusters Score -1.439148e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75101 members 
Mstep: Class 2 contains 37938 members 
Entering Unmasked Estep 
Score: -14391477.000000 Penalty: 3462.721436
	Iteration 160F: 3 clusters Score -1.439148e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75076 members 
Mstep: Class 2 contains 37963 members 
Entering Unmasked Estep 
Score: -14391465.000000 Penalty: 3462.721436
	Iteration 161Q: 3 clusters Score -1.439146e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75042 members 
Mstep: Class 2 contains 37997 members 
Entering Unmasked Estep 
Score: -14391429.000000 Penalty: 3462.721436
	Iteration 162Q: 3 clusters Score -1.439143e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75010 members 
Mstep: Class 2 contains 38029 members 
Entering Unmasked Estep 
Score: -14391432.000000 Penalty: 3462.721436
	Iteration 163Q: 3 clusters Score -1.439143e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74980 members 
Mstep: Class 2 contains 38059 members 
Entering Unmasked Estep 
Score: -14391433.000000 Penalty: 3462.721436
	Iteration 164Q: 3 clusters Score -1.439143e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74957 members 
Mstep: Class 2 contains 38082 members 
Entering Unmasked Estep 
Score: -14391427.000000 Penalty: 3462.721436
	Iteration 165Q: 3 clusters Score -1.439143e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74933 members 
Mstep: Class 2 contains 38106 members 
Entering Unmasked Estep 
Score: -14391424.000000 Penalty: 3462.721436
	Iteration 166Q: 3 clusters Score -1.439142e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74910 members 
Mstep: Class 2 contains 38129 members 
Entering Unmasked Estep 
Score: -14391420.000000 Penalty: 3462.721436
	Iteration 167Q: 3 clusters Score -1.439142e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74885 members 
Mstep: Class 2 contains 38154 members 
Entering Unmasked Estep 
Score: -14391424.000000 Penalty: 3462.721436
	Iteration 168Q: 3 clusters Score -1.439142e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74849 members 
Mstep: Class 2 contains 38190 members 
Entering Unmasked Estep 
Score: -14391424.000000 Penalty: 3462.721436
	Iteration 169Q: 3 clusters Score -1.439142e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74817 members 
Mstep: Class 2 contains 38222 members 
Entering Unmasked Estep 
Score: -14391426.000000 Penalty: 3462.721436
	Iteration 170Q: 3 clusters Score -1.439143e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74791 members 
Mstep: Class 2 contains 38248 members 
Entering Unmasked Estep 
Score: -14391419.000000 Penalty: 3462.721436
	Iteration 171Q: 3 clusters Score -1.439142e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74751 members 
Mstep: Class 2 contains 38288 members 
Entering Unmasked Estep 
Score: -14391419.000000 Penalty: 3462.721436
	Iteration 172Q: 3 clusters Score -1.439142e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74730 members 
Mstep: Class 2 contains 38309 members 
Entering Unmasked Estep 
Score: -14391391.000000 Penalty: 3462.721436
	Iteration 173Q: 3 clusters Score -1.439139e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74697 members 
Mstep: Class 2 contains 38342 members 
Entering Unmasked Estep 
Score: -14391412.000000 Penalty: 3462.721436
	Iteration 174Q: 3 clusters Score -1.439141e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74653 members 
Mstep: Class 2 contains 38386 members 
Entering Unmasked Estep 
Score: -14391355.000000 Penalty: 3462.721436
	Iteration 175Q: 3 clusters Score -1.439136e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74622 members 
Mstep: Class 2 contains 38417 members 
Entering Unmasked Estep 
Score: -14391345.000000 Penalty: 3462.721436
	Iteration 176Q: 3 clusters Score -1.439134e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74584 members 
Mstep: Class 2 contains 38455 members 
Entering Unmasked Estep 
Score: -14391354.000000 Penalty: 3462.721436
	Iteration 177Q: 3 clusters Score -1.439135e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74540 members 
Mstep: Class 2 contains 38499 members 
Entering Unmasked Estep 
Score: -14391332.000000 Penalty: 3462.721436
	Iteration 178Q: 3 clusters Score -1.439133e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74523 members 
Mstep: Class 2 contains 38516 members 
Entering Unmasked Estep 
Score: -14391306.000000 Penalty: 3462.721436
	Iteration 179Q: 3 clusters Score -1.439131e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74496 members 
Mstep: Class 2 contains 38543 members 
Entering Unmasked Estep 
Score: -14391290.000000 Penalty: 3462.721436
	Iteration 180F: 3 clusters Score -1.439129e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74469 members 
Mstep: Class 2 contains 38570 members 
Entering Unmasked Estep 
Score: -14391250.000000 Penalty: 3462.721436
	Iteration 181Q: 3 clusters Score -1.439125e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74442 members 
Mstep: Class 2 contains 38597 members 
Entering Unmasked Estep 
Score: -14391254.000000 Penalty: 3462.721436
	Iteration 182Q: 3 clusters Score -1.439125e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74405 members 
Mstep: Class 2 contains 38634 members 
Entering Unmasked Estep 
Score: -14391259.000000 Penalty: 3462.721436
	Iteration 183Q: 3 clusters Score -1.439126e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74390 members 
Mstep: Class 2 contains 38649 members 
Entering Unmasked Estep 
Score: -14391255.000000 Penalty: 3462.721436
	Iteration 184Q: 3 clusters Score -1.439126e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74374 members 
Mstep: Class 2 contains 38665 members 
Entering Unmasked Estep 
Score: -14391242.000000 Penalty: 3462.721436
	Iteration 185Q: 3 clusters Score -1.439124e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74357 members 
Mstep: Class 2 contains 38682 members 
Entering Unmasked Estep 
Score: -14391227.000000 Penalty: 3462.721436
	Iteration 186Q: 3 clusters Score -1.439123e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74331 members 
Mstep: Class 2 contains 38708 members 
Entering Unmasked Estep 
Score: -14391201.000000 Penalty: 3462.721436
	Iteration 187Q: 3 clusters Score -1.43912e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74296 members 
Mstep: Class 2 contains 38743 members 
Entering Unmasked Estep 
Score: -14391213.000000 Penalty: 3462.721436
	Iteration 188Q: 3 clusters Score -1.439121e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74249 members 
Mstep: Class 2 contains 38790 members 
Entering Unmasked Estep 
Score: -14391179.000000 Penalty: 3462.721436
	Iteration 189Q: 3 clusters Score -1.439118e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74212 members 
Mstep: Class 2 contains 38827 members 
Entering Unmasked Estep 
Score: -14391173.000000 Penalty: 3462.721436
	Iteration 190Q: 3 clusters Score -1.439117e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74178 members 
Mstep: Class 2 contains 38861 members 
Entering Unmasked Estep 
Score: -14391135.000000 Penalty: 3462.721436
	Iteration 191Q: 3 clusters Score -1.439114e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74135 members 
Mstep: Class 2 contains 38904 members 
Entering Unmasked Estep 
Score: -14391121.000000 Penalty: 3462.721436
	Iteration 192Q: 3 clusters Score -1.439112e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74092 members 
Mstep: Class 2 contains 38947 members 
Entering Unmasked Estep 
Score: -14391116.000000 Penalty: 3462.721436
	Iteration 193Q: 3 clusters Score -1.439112e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74046 members 
Mstep: Class 2 contains 38993 members 
Entering Unmasked Estep 
Score: -14391096.000000 Penalty: 3462.721436
	Iteration 194Q: 3 clusters Score -1.43911e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73996 members 
Mstep: Class 2 contains 39043 members 
Entering Unmasked Estep 
Score: -14391082.000000 Penalty: 3462.721436
	Iteration 195Q: 3 clusters Score -1.439108e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73935 members 
Mstep: Class 2 contains 39104 members 
Entering Unmasked Estep 
Score: -14391065.000000 Penalty: 3462.721436
	Iteration 196Q: 3 clusters Score -1.439106e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73897 members 
Mstep: Class 2 contains 39142 members 
Entering Unmasked Estep 
Score: -14391055.000000 Penalty: 3462.721436
	Iteration 197Q: 3 clusters Score -1.439106e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73861 members 
Mstep: Class 2 contains 39178 members 
Entering Unmasked Estep 
Score: -14391041.000000 Penalty: 3462.721436
	Iteration 198Q: 3 clusters Score -1.439104e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73811 members 
Mstep: Class 2 contains 39228 members 
Entering Unmasked Estep 
Score: -14391013.000000 Penalty: 3462.721436
	Iteration 199Q: 3 clusters Score -1.439101e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73757 members 
Mstep: Class 2 contains 39282 members 
Entering Unmasked Estep 
Score: -14390982.000000 Penalty: 3462.721436
	Iteration 200F: 3 clusters Score -1.439098e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73706 members 
Mstep: Class 2 contains 39333 members 
Entering Unmasked Estep 
Score: -14390983.000000 Penalty: 3462.721436
	Iteration 201Q: 3 clusters Score -1.439098e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73649 members 
Mstep: Class 2 contains 39390 members 
Entering Unmasked Estep 
Score: -14390965.000000 Penalty: 3462.721436
	Iteration 202Q: 3 clusters Score -1.439096e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73597 members 
Mstep: Class 2 contains 39442 members 
Entering Unmasked Estep 
Score: -14390943.000000 Penalty: 3462.721436
	Iteration 203Q: 3 clusters Score -1.439094e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73551 members 
Mstep: Class 2 contains 39488 members 
Entering Unmasked Estep 
Score: -14390914.000000 Penalty: 3462.721436
	Iteration 204Q: 3 clusters Score -1.439091e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73495 members 
Mstep: Class 2 contains 39544 members 
Entering Unmasked Estep 
Score: -14390875.000000 Penalty: 3462.721436
	Iteration 205Q: 3 clusters Score -1.439088e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73423 members 
Mstep: Class 2 contains 39616 members 
Entering Unmasked Estep 
Score: -14390807.000000 Penalty: 3462.721436
	Iteration 206Q: 3 clusters Score -1.439081e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73347 members 
Mstep: Class 2 contains 39692 members 
Entering Unmasked Estep 
Score: -14390781.000000 Penalty: 3462.721436
	Iteration 207Q: 3 clusters Score -1.439078e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73268 members 
Mstep: Class 2 contains 39771 members 
Entering Unmasked Estep 
Score: -14390749.000000 Penalty: 3462.721436
	Iteration 208Q: 3 clusters Score -1.439075e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73186 members 
Mstep: Class 2 contains 39853 members 
Entering Unmasked Estep 
Score: -14390722.000000 Penalty: 3462.721436
	Iteration 209Q: 3 clusters Score -1.439072e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73096 members 
Mstep: Class 2 contains 39943 members 
Entering Unmasked Estep 
Score: -14390685.000000 Penalty: 3462.721436
	Iteration 210Q: 3 clusters Score -1.439068e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72989 members 
Mstep: Class 2 contains 40050 members 
Entering Unmasked Estep 
Score: -14390683.000000 Penalty: 3462.721436
	Iteration 211Q: 3 clusters Score -1.439068e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72902 members 
Mstep: Class 2 contains 40137 members 
Entering Unmasked Estep 
Score: -14390658.000000 Penalty: 3462.721436
	Iteration 212Q: 3 clusters Score -1.439066e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72803 members 
Mstep: Class 2 contains 40236 members 
Entering Unmasked Estep 
Score: -14390644.000000 Penalty: 3462.721436
	Iteration 213Q: 3 clusters Score -1.439064e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72692 members 
Mstep: Class 2 contains 40347 members 
Entering Unmasked Estep 
Score: -14390640.000000 Penalty: 3462.721436
	Iteration 214Q: 3 clusters Score -1.439064e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72574 members 
Mstep: Class 2 contains 40465 members 
Entering Unmasked Estep 
Score: -14390607.000000 Penalty: 3462.721436
	Iteration 215Q: 3 clusters Score -1.439061e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72482 members 
Mstep: Class 2 contains 40557 members 
Entering Unmasked Estep 
Score: -14390558.000000 Penalty: 3462.721436
	Iteration 216Q: 3 clusters Score -1.439056e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72359 members 
Mstep: Class 2 contains 40680 members 
Entering Unmasked Estep 
Score: -14390515.000000 Penalty: 3462.721436
	Iteration 217Q: 3 clusters Score -1.439052e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72270 members 
Mstep: Class 2 contains 40769 members 
Entering Unmasked Estep 
Score: -14390461.000000 Penalty: 3462.721436
	Iteration 218Q: 3 clusters Score -1.439046e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72166 members 
Mstep: Class 2 contains 40873 members 
Entering Unmasked Estep 
Score: -14390384.000000 Penalty: 3462.721436
	Iteration 219Q: 3 clusters Score -1.439038e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72078 members 
Mstep: Class 2 contains 40961 members 
Entering Unmasked Estep 
Score: -14390343.000000 Penalty: 3462.721436
	Iteration 220F: 3 clusters Score -1.439034e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71969 members 
Mstep: Class 2 contains 41070 members 
Entering Unmasked Estep 
Score: -14390331.000000 Penalty: 3462.721436
	Iteration 221Q: 3 clusters Score -1.439033e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71856 members 
Mstep: Class 2 contains 41183 members 
Entering Unmasked Estep 
Score: -14390325.000000 Penalty: 3462.721436
	Iteration 222Q: 3 clusters Score -1.439032e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71733 members 
Mstep: Class 2 contains 41306 members 
Entering Unmasked Estep 
Score: -14390256.000000 Penalty: 3462.721436
	Iteration 223Q: 3 clusters Score -1.439026e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71618 members 
Mstep: Class 2 contains 41421 members 
Entering Unmasked Estep 
Score: -14390218.000000 Penalty: 3462.721436
	Iteration 224Q: 3 clusters Score -1.439022e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71501 members 
Mstep: Class 2 contains 41538 members 
Entering Unmasked Estep 
Score: -14390166.000000 Penalty: 3462.721436
	Iteration 225Q: 3 clusters Score -1.439017e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71349 members 
Mstep: Class 2 contains 41690 members 
Entering Unmasked Estep 
Score: -14390107.000000 Penalty: 3462.721436
	Iteration 226Q: 3 clusters Score -1.439011e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71188 members 
Mstep: Class 2 contains 41851 members 
Entering Unmasked Estep 
Score: -14390095.000000 Penalty: 3462.721436
	Iteration 227Q: 3 clusters Score -1.43901e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70987 members 
Mstep: Class 2 contains 42052 members 
Entering Unmasked Estep 
Score: -14390014.000000 Penalty: 3462.721436
	Iteration 228Q: 3 clusters Score -1.439001e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70762 members 
Mstep: Class 2 contains 42277 members 
Entering Unmasked Estep 
Score: -14390001.000000 Penalty: 3462.721436
	Iteration 229Q: 3 clusters Score -1.439e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70517 members 
Mstep: Class 2 contains 42522 members 
Entering Unmasked Estep 
Score: -14390076.000000 Penalty: 3462.721436
	Iteration 230Q: 3 clusters Score -1.439008e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70259 members 
Mstep: Class 2 contains 42780 members 
Entering Unmasked Estep 
Score: -14390077.000000 Penalty: 3462.721436
	Iteration 231Q: 3 clusters Score -1.439008e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70003 members 
Mstep: Class 2 contains 43036 members 
Entering Unmasked Estep 
Score: -14390071.000000 Penalty: 3462.721436
	Iteration 232Q: 3 clusters Score -1.439007e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69747 members 
Mstep: Class 2 contains 43292 members 
Entering Unmasked Estep 
Score: -14390058.000000 Penalty: 3462.721436
	Iteration 233Q: 3 clusters Score -1.439006e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69462 members 
Mstep: Class 2 contains 43577 members 
Entering Unmasked Estep 
Score: -14390033.000000 Penalty: 3462.721436
	Iteration 234Q: 3 clusters Score -1.439003e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69154 members 
Mstep: Class 2 contains 43885 members 
Entering Unmasked Estep 
Score: -14390058.000000 Penalty: 3462.721436
	Iteration 235Q: 3 clusters Score -1.439006e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68822 members 
Mstep: Class 2 contains 44217 members 
Entering Unmasked Estep 
Score: -14390059.000000 Penalty: 3462.721436
	Iteration 236Q: 3 clusters Score -1.439006e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68442 members 
Mstep: Class 2 contains 44597 members 
Entering Unmasked Estep 
Score: -14390044.000000 Penalty: 3462.721436
	Iteration 237Q: 3 clusters Score -1.439004e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68052 members 
Mstep: Class 2 contains 44987 members 
Entering Unmasked Estep 
Score: -14390004.000000 Penalty: 3462.721436
	Iteration 238Q: 3 clusters Score -1.439e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67669 members 
Mstep: Class 2 contains 45370 members 
Entering Unmasked Estep 
Score: -14390033.000000 Penalty: 3462.721436
	Iteration 239Q: 3 clusters Score -1.439003e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67278 members 
Mstep: Class 2 contains 45761 members 
Entering Unmasked Estep 
Score: -14390055.000000 Penalty: 3462.721436
	Iteration 240F: 3 clusters Score -1.439006e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66863 members 
Mstep: Class 2 contains 46176 members 
Entering Unmasked Estep 
Score: -14390124.000000 Penalty: 3462.721436
	Iteration 241Q: 3 clusters Score -1.439012e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66473 members 
Mstep: Class 2 contains 46566 members 
Entering Unmasked Estep 
Score: -14390176.000000 Penalty: 3462.721436
	Iteration 242Q: 3 clusters Score -1.439018e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66109 members 
Mstep: Class 2 contains 46930 members 
Entering Unmasked Estep 
Score: -14390213.000000 Penalty: 3462.721436
	Iteration 243Q: 3 clusters Score -1.439021e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65733 members 
Mstep: Class 2 contains 47306 members 
Entering Unmasked Estep 
Score: -14390267.000000 Penalty: 3462.721436
	Iteration 244Q: 3 clusters Score -1.439027e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65349 members 
Mstep: Class 2 contains 47690 members 
Entering Unmasked Estep 
Score: -14390245.000000 Penalty: 3462.721436
	Iteration 245Q: 3 clusters Score -1.439024e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64998 members 
Mstep: Class 2 contains 48041 members 
Entering Unmasked Estep 
Score: -14390259.000000 Penalty: 3462.721436
	Iteration 246Q: 3 clusters Score -1.439026e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64658 members 
Mstep: Class 2 contains 48381 members 
Entering Unmasked Estep 
Score: -14390334.000000 Penalty: 3462.721436
	Iteration 247Q: 3 clusters Score -1.439033e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64326 members 
Mstep: Class 2 contains 48713 members 
Entering Unmasked Estep 
Score: -14390377.000000 Penalty: 3462.721436
	Iteration 248Q: 3 clusters Score -1.439038e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64026 members 
Mstep: Class 2 contains 49013 members 
Entering Unmasked Estep 
Score: -14390415.000000 Penalty: 3462.721436
	Iteration 249Q: 3 clusters Score -1.439042e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63756 members 
Mstep: Class 2 contains 49283 members 
Entering Unmasked Estep 
Score: -14390469.000000 Penalty: 3462.721436
	Iteration 250Q: 3 clusters Score -1.439047e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63518 members 
Mstep: Class 2 contains 49521 members 
Entering Unmasked Estep 
Score: -14390496.000000 Penalty: 3462.721436
	Iteration 251Q: 3 clusters Score -1.43905e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63302 members 
Mstep: Class 2 contains 49737 members 
Entering Unmasked Estep 
Score: -14390545.000000 Penalty: 3462.721436
	Iteration 252Q: 3 clusters Score -1.439054e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63119 members 
Mstep: Class 2 contains 49920 members 
Entering Unmasked Estep 
Score: -14390576.000000 Penalty: 3462.721436
	Iteration 253Q: 3 clusters Score -1.439058e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62949 members 
Mstep: Class 2 contains 50090 members 
Entering Unmasked Estep 
Score: -14390635.000000 Penalty: 3462.721436
	Iteration 254Q: 3 clusters Score -1.439064e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62811 members 
Mstep: Class 2 contains 50228 members 
Entering Unmasked Estep 
Score: -14390663.000000 Penalty: 3462.721436
	Iteration 255Q: 3 clusters Score -1.439066e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62673 members 
Mstep: Class 2 contains 50366 members 
Entering Unmasked Estep 
Score: -14390673.000000 Penalty: 3462.721436
	Iteration 256Q: 3 clusters Score -1.439067e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62585 members 
Mstep: Class 2 contains 50454 members 
Entering Unmasked Estep 
Score: -14390706.000000 Penalty: 3462.721436
	Iteration 257Q: 3 clusters Score -1.439071e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62520 members 
Mstep: Class 2 contains 50519 members 
Entering Unmasked Estep 
Score: -14390752.000000 Penalty: 3462.721436
	Iteration 258Q: 3 clusters Score -1.439075e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62493 members 
Mstep: Class 2 contains 50546 members 
Entering Unmasked Estep 
Score: -14390755.000000 Penalty: 3462.721436
	Iteration 259Q: 3 clusters Score -1.439076e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62493 members 
Mstep: Class 2 contains 50546 members 
Entering Unmasked Estep 
Score: -14390730.000000 Penalty: 3462.721436
	Iteration 260F: 3 clusters Score -1.439073e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62498 members 
Mstep: Class 2 contains 50541 members 
Entering Unmasked Estep 
Score: -14390759.000000 Penalty: 3462.721436
	Iteration 261Q: 3 clusters Score -1.439076e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62502 members 
Mstep: Class 2 contains 50537 members 
Entering Unmasked Estep 
Score: -14390785.000000 Penalty: 3462.721436
	Iteration 262Q: 3 clusters Score -1.439078e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62514 members 
Mstep: Class 2 contains 50525 members 
Entering Unmasked Estep 
Score: -14390800.000000 Penalty: 3462.721436
	Iteration 263Q: 3 clusters Score -1.43908e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62534 members 
Mstep: Class 2 contains 50505 members 
Entering Unmasked Estep 
Score: -14390804.000000 Penalty: 3462.721436
	Iteration 264Q: 3 clusters Score -1.43908e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62561 members 
Mstep: Class 2 contains 50478 members 
Entering Unmasked Estep 
Score: -14390853.000000 Penalty: 3462.721436
	Iteration 265Q: 3 clusters Score -1.439085e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62593 members 
Mstep: Class 2 contains 50446 members 
Entering Unmasked Estep 
Score: -14390847.000000 Penalty: 3462.721436
	Iteration 266Q: 3 clusters Score -1.439085e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62634 members 
Mstep: Class 2 contains 50405 members 
Entering Unmasked Estep 
Score: -14390869.000000 Penalty: 3462.721436
	Iteration 267Q: 3 clusters Score -1.439087e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62667 members 
Mstep: Class 2 contains 50372 members 
Entering Unmasked Estep 
Score: -14390867.000000 Penalty: 3462.721436
	Iteration 268Q: 3 clusters Score -1.439087e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62701 members 
Mstep: Class 2 contains 50338 members 
Entering Unmasked Estep 
Score: -14390872.000000 Penalty: 3462.721436
	Iteration 269Q: 3 clusters Score -1.439087e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62740 members 
Mstep: Class 2 contains 50299 members 
Entering Unmasked Estep 
Score: -14390866.000000 Penalty: 3462.721436
	Iteration 270Q: 3 clusters Score -1.439087e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62795 members 
Mstep: Class 2 contains 50244 members 
Entering Unmasked Estep 
Score: -14390881.000000 Penalty: 3462.721436
	Iteration 271Q: 3 clusters Score -1.439088e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62851 members 
Mstep: Class 2 contains 50188 members 
Entering Unmasked Estep 
Score: -14390849.000000 Penalty: 3462.721436
	Iteration 272Q: 3 clusters Score -1.439085e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62901 members 
Mstep: Class 2 contains 50138 members 
Entering Unmasked Estep 
Score: -14390850.000000 Penalty: 3462.721436
	Iteration 273Q: 3 clusters Score -1.439085e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62955 members 
Mstep: Class 2 contains 50084 members 
Entering Unmasked Estep 
Score: -14390853.000000 Penalty: 3462.721436
	Iteration 274Q: 3 clusters Score -1.439085e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63016 members 
Mstep: Class 2 contains 50023 members 
Entering Unmasked Estep 
Score: -14390858.000000 Penalty: 3462.721436
	Iteration 275Q: 3 clusters Score -1.439086e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63084 members 
Mstep: Class 2 contains 49955 members 
Entering Unmasked Estep 
Score: -14390870.000000 Penalty: 3462.721436
	Iteration 276Q: 3 clusters Score -1.439087e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63144 members 
Mstep: Class 2 contains 49895 members 
Entering Unmasked Estep 
Score: -14390862.000000 Penalty: 3462.721436
	Iteration 277Q: 3 clusters Score -1.439086e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63225 members 
Mstep: Class 2 contains 49814 members 
Entering Unmasked Estep 
Score: -14390861.000000 Penalty: 3462.721436
	Iteration 278Q: 3 clusters Score -1.439086e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63315 members 
Mstep: Class 2 contains 49724 members 
Entering Unmasked Estep 
Score: -14390873.000000 Penalty: 3462.721436
	Iteration 279Q: 3 clusters Score -1.439087e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63407 members 
Mstep: Class 2 contains 49632 members 
Entering Unmasked Estep 
Score: -14390866.000000 Penalty: 3462.721436
	Iteration 280F: 3 clusters Score -1.439087e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63488 members 
Mstep: Class 2 contains 49551 members 
Entering Unmasked Estep 
Score: -14390896.000000 Penalty: 3462.721436
	Iteration 281Q: 3 clusters Score -1.43909e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63565 members 
Mstep: Class 2 contains 49474 members 
Entering Unmasked Estep 
Score: -14390873.000000 Penalty: 3462.721436
	Iteration 282Q: 3 clusters Score -1.439087e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63640 members 
Mstep: Class 2 contains 49399 members 
Entering Unmasked Estep 
Score: -14390872.000000 Penalty: 3462.721436
	Iteration 283Q: 3 clusters Score -1.439087e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63723 members 
Mstep: Class 2 contains 49316 members 
Entering Unmasked Estep 
Score: -14390866.000000 Penalty: 3462.721436
	Iteration 284Q: 3 clusters Score -1.439087e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63792 members 
Mstep: Class 2 contains 49247 members 
Entering Unmasked Estep 
Score: -14390854.000000 Penalty: 3462.721436
	Iteration 285Q: 3 clusters Score -1.439085e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63865 members 
Mstep: Class 2 contains 49174 members 
Entering Unmasked Estep 
Score: -14390849.000000 Penalty: 3462.721436
	Iteration 286Q: 3 clusters Score -1.439085e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63936 members 
Mstep: Class 2 contains 49103 members 
Entering Unmasked Estep 
Score: -14390847.000000 Penalty: 3462.721436
	Iteration 287Q: 3 clusters Score -1.439085e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63997 members 
Mstep: Class 2 contains 49042 members 
Entering Unmasked Estep 
Score: -14390859.000000 Penalty: 3462.721436
	Iteration 288Q: 3 clusters Score -1.439086e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64065 members 
Mstep: Class 2 contains 48974 members 
Entering Unmasked Estep 
Score: -14390882.000000 Penalty: 3462.721436
	Iteration 289Q: 3 clusters Score -1.439088e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64127 members 
Mstep: Class 2 contains 48912 members 
Entering Unmasked Estep 
Score: -14390889.000000 Penalty: 3462.721436
	Iteration 290Q: 3 clusters Score -1.439089e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64194 members 
Mstep: Class 2 contains 48845 members 
Entering Unmasked Estep 
Score: -14390878.000000 Penalty: 3462.721436
	Iteration 291Q: 3 clusters Score -1.439088e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64262 members 
Mstep: Class 2 contains 48777 members 
Entering Unmasked Estep 
Score: -14390889.000000 Penalty: 3462.721436
	Iteration 292Q: 3 clusters Score -1.439089e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64307 members 
Mstep: Class 2 contains 48732 members 
Entering Unmasked Estep 
Score: -14390877.000000 Penalty: 3462.721436
	Iteration 293Q: 3 clusters Score -1.439088e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64353 members 
Mstep: Class 2 contains 48686 members 
Entering Unmasked Estep 
Score: -14390874.000000 Penalty: 3462.721436
	Iteration 294Q: 3 clusters Score -1.439087e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64401 members 
Mstep: Class 2 contains 48638 members 
Entering Unmasked Estep 
Score: -14390874.000000 Penalty: 3462.721436
	Iteration 295Q: 3 clusters Score -1.439087e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64442 members 
Mstep: Class 2 contains 48597 members 
Entering Unmasked Estep 
Score: -14390878.000000 Penalty: 3462.721436
	Iteration 296Q: 3 clusters Score -1.439088e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64476 members 
Mstep: Class 2 contains 48563 members 
Entering Unmasked Estep 
Score: -14390873.000000 Penalty: 3462.721436
	Iteration 297Q: 3 clusters Score -1.439087e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64519 members 
Mstep: Class 2 contains 48520 members 
Entering Unmasked Estep 
Score: -14390865.000000 Penalty: 3462.721436
	Iteration 298Q: 3 clusters Score -1.439086e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64565 members 
Mstep: Class 2 contains 48474 members 
Entering Unmasked Estep 
Score: -14390850.000000 Penalty: 3462.721436
	Iteration 299Q: 3 clusters Score -1.439085e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64600 members 
Mstep: Class 2 contains 48439 members 
Entering Unmasked Estep 
Score: -14390855.000000 Penalty: 3462.721436
	Iteration 300F: 3 clusters Score -1.439086e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64632 members 
Mstep: Class 2 contains 48407 members 
Entering Unmasked Estep 
Score: -14390858.000000 Penalty: 3462.721436
	Iteration 301Q: 3 clusters Score -1.439086e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64656 members 
Mstep: Class 2 contains 48383 members 
Entering Unmasked Estep 
Score: -14390844.000000 Penalty: 3462.721436
	Iteration 302Q: 3 clusters Score -1.439084e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64686 members 
Mstep: Class 2 contains 48353 members 
Entering Unmasked Estep 
Score: -14390845.000000 Penalty: 3462.721436
	Iteration 303Q: 3 clusters Score -1.439084e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64719 members 
Mstep: Class 2 contains 48320 members 
Entering Unmasked Estep 
Score: -14390839.000000 Penalty: 3462.721436
	Iteration 304Q: 3 clusters Score -1.439084e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64754 members 
Mstep: Class 2 contains 48285 members 
Entering Unmasked Estep 
Score: -14390824.000000 Penalty: 3462.721436
	Iteration 305Q: 3 clusters Score -1.439082e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64805 members 
Mstep: Class 2 contains 48234 members 
Entering Unmasked Estep 
Score: -14390817.000000 Penalty: 3462.721436
	Iteration 306Q: 3 clusters Score -1.439082e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64842 members 
Mstep: Class 2 contains 48197 members 
Entering Unmasked Estep 
Score: -14390818.000000 Penalty: 3462.721436
	Iteration 307Q: 3 clusters Score -1.439082e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64871 members 
Mstep: Class 2 contains 48168 members 
Entering Unmasked Estep 
Score: -14390800.000000 Penalty: 3462.721436
	Iteration 308Q: 3 clusters Score -1.43908e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64895 members 
Mstep: Class 2 contains 48144 members 
Entering Unmasked Estep 
Score: -14390803.000000 Penalty: 3462.721436
	Iteration 309Q: 3 clusters Score -1.43908e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64922 members 
Mstep: Class 2 contains 48117 members 
Entering Unmasked Estep 
Score: -14390800.000000 Penalty: 3462.721436
	Iteration 310Q: 3 clusters Score -1.43908e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64952 members 
Mstep: Class 2 contains 48087 members 
Entering Unmasked Estep 
Score: -14390806.000000 Penalty: 3462.721436
	Iteration 311Q: 3 clusters Score -1.439081e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64969 members 
Mstep: Class 2 contains 48070 members 
Entering Unmasked Estep 
Score: -14390817.000000 Penalty: 3462.721436
	Iteration 312Q: 3 clusters Score -1.439082e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64982 members 
Mstep: Class 2 contains 48057 members 
Entering Unmasked Estep 
Score: -14390791.000000 Penalty: 3462.721436
	Iteration 313Q: 3 clusters Score -1.439079e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64988 members 
Mstep: Class 2 contains 48051 members 
Entering Unmasked Estep 
Score: -14390809.000000 Penalty: 3462.721436
	Iteration 314Q: 3 clusters Score -1.439081e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64994 members 
Mstep: Class 2 contains 48045 members 
Entering Unmasked Estep 
Score: -14390795.000000 Penalty: 3462.721436
	Iteration 315Q: 3 clusters Score -1.43908e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65001 members 
Mstep: Class 2 contains 48038 members 
Entering Unmasked Estep 
Score: -14390778.000000 Penalty: 3462.721436
	Iteration 316Q: 3 clusters Score -1.439078e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65009 members 
Mstep: Class 2 contains 48030 members 
Entering Unmasked Estep 
Score: -14390790.000000 Penalty: 3462.721436
	Iteration 317Q: 3 clusters Score -1.439079e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65025 members 
Mstep: Class 2 contains 48014 members 
Entering Unmasked Estep 
Score: -14390775.000000 Penalty: 3462.721436
	Iteration 318Q: 3 clusters Score -1.439078e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65044 members 
Mstep: Class 2 contains 47995 members 
Entering Unmasked Estep 
Score: -14390763.000000 Penalty: 3462.721436
	Iteration 319Q: 3 clusters Score -1.439076e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65052 members 
Mstep: Class 2 contains 47987 members 
Entering Unmasked Estep 
Score: -14390743.000000 Penalty: 3462.721436
	Iteration 320F: 3 clusters Score -1.439074e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65055 members 
Mstep: Class 2 contains 47984 members 
Entering Unmasked Estep 
Score: -14390734.000000 Penalty: 3462.721436
	Iteration 321Q: 3 clusters Score -1.439073e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65052 members 
Mstep: Class 2 contains 47987 members 
Entering Unmasked Estep 
Score: -14390744.000000 Penalty: 3462.721436
	Iteration 322Q: 3 clusters Score -1.439074e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65053 members 
Mstep: Class 2 contains 47986 members 
Entering Unmasked Estep 
Score: -14390745.000000 Penalty: 3462.721436
	Iteration 323Q: 3 clusters Score -1.439074e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65058 members 
Mstep: Class 2 contains 47981 members 
Entering Unmasked Estep 
Score: -14390758.000000 Penalty: 3462.721436
	Iteration 324Q: 3 clusters Score -1.439076e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65068 members 
Mstep: Class 2 contains 47971 members 
Entering Unmasked Estep 
Score: -14390772.000000 Penalty: 3462.721436
	Iteration 325Q: 3 clusters Score -1.439077e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65087 members 
Mstep: Class 2 contains 47952 members 
Entering Unmasked Estep 
Score: -14390769.000000 Penalty: 3462.721436
	Iteration 326Q: 3 clusters Score -1.439077e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65105 members 
Mstep: Class 2 contains 47934 members 
Entering Unmasked Estep 
Score: -14390759.000000 Penalty: 3462.721436
	Iteration 327Q: 3 clusters Score -1.439076e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65122 members 
Mstep: Class 2 contains 47917 members 
Entering Unmasked Estep 
Score: -14390737.000000 Penalty: 3462.721436
	Iteration 328Q: 3 clusters Score -1.439074e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65137 members 
Mstep: Class 2 contains 47902 members 
Entering Unmasked Estep 
Score: -14390742.000000 Penalty: 3462.721436
	Iteration 329Q: 3 clusters Score -1.439074e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65146 members 
Mstep: Class 2 contains 47893 members 
Entering Unmasked Estep 
Score: -14390759.000000 Penalty: 3462.721436
	Iteration 330Q: 3 clusters Score -1.439076e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65155 members 
Mstep: Class 2 contains 47884 members 
Entering Unmasked Estep 
Score: -14390743.000000 Penalty: 3462.721436
	Iteration 331Q: 3 clusters Score -1.439074e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65155 members 
Mstep: Class 2 contains 47884 members 
Entering Unmasked Estep 
Score: -14390743.000000 Penalty: 3462.721436
	Iteration 332Q: 3 clusters Score -1.439074e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65153 members 
Mstep: Class 2 contains 47886 members 
Entering Unmasked Estep 
Score: -14390730.000000 Penalty: 3462.721436
	Iteration 333Q: 3 clusters Score -1.439073e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65151 members 
Mstep: Class 2 contains 47888 members 
Entering Unmasked Estep 
Score: -14390749.000000 Penalty: 3462.721436
	Iteration 334Q: 3 clusters Score -1.439075e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65148 members 
Mstep: Class 2 contains 47891 members 
Entering Unmasked Estep 
Score: -14390742.000000 Penalty: 3462.721436
	Iteration 335Q: 3 clusters Score -1.439074e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65146 members 
Mstep: Class 2 contains 47893 members 
Entering Unmasked Estep 
Score: -14390740.000000 Penalty: 3462.721436
	Iteration 336Q: 3 clusters Score -1.439074e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65145 members 
Mstep: Class 2 contains 47894 members 
Entering Unmasked Estep 
Score: -14390732.000000 Penalty: 3462.721436
	Iteration 337Q: 3 clusters Score -1.439073e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65144 members 
Mstep: Class 2 contains 47895 members 
Entering Unmasked Estep 
Score: -14390738.000000 Penalty: 3462.721436
	Iteration 338Q: 3 clusters Score -1.439074e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65146 members 
Mstep: Class 2 contains 47893 members 
Entering Unmasked Estep 
Score: -14390747.000000 Penalty: 3462.721436
	Iteration 339Q: 3 clusters Score -1.439075e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65146 members 
Mstep: Class 2 contains 47893 members 
Entering Unmasked Estep 
Score: -14390747.000000 Penalty: 3462.721436
	Iteration 340F: 3 clusters Score -1.439075e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65150 members 
Mstep: Class 2 contains 47889 members 
Entering Unmasked Estep 
Score: -14390747.000000 Penalty: 3462.721436
	Iteration 341Q: 3 clusters Score -1.439075e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65151 members 
Mstep: Class 2 contains 47888 members 
Entering Unmasked Estep 
Score: -14390758.000000 Penalty: 3462.721436
	Iteration 342Q: 3 clusters Score -1.439076e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65147 members 
Mstep: Class 2 contains 47892 members 
Entering Unmasked Estep 
Score: -14390753.000000 Penalty: 3462.721436
	Iteration 343Q: 3 clusters Score -1.439075e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65146 members 
Mstep: Class 2 contains 47893 members 
Entering Unmasked Estep 
Score: -14390737.000000 Penalty: 3462.721436
	Iteration 344Q: 3 clusters Score -1.439074e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65141 members 
Mstep: Class 2 contains 47898 members 
Entering Unmasked Estep 
Score: -14390722.000000 Penalty: 3462.721436
	Iteration 345Q: 3 clusters Score -1.439072e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65140 members 
Mstep: Class 2 contains 47899 members 
Entering Unmasked Estep 
Score: -14390712.000000 Penalty: 3462.721436
	Iteration 346Q: 3 clusters Score -1.439071e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65140 members 
Mstep: Class 2 contains 47899 members 
Entering Unmasked Estep 
Score: -14390714.000000 Penalty: 3462.721436
	Iteration 347Q: 3 clusters Score -1.439071e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65137 members 
Mstep: Class 2 contains 47902 members 
Entering Unmasked Estep 
Score: -14390717.000000 Penalty: 3462.721436
	Iteration 348Q: 3 clusters Score -1.439072e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65137 members 
Mstep: Class 2 contains 47902 members 
Entering Unmasked Estep 
Score: -14390717.000000 Penalty: 3462.721436
	Iteration 349F: 3 clusters Score -1.439072e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 214 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 55112 members 
Mstep: Class 3 contains 3920 members 
Mstep: Class 4 contains 89200 members 
Mstep: Class 5 contains 12156 members 
Mstep: Class 6 contains 487 members 
Mstep: Class 7 contains 57801 members 
Mstep: Class 8 contains 10904 members 
Mstep: Class 9 contains 26261 members 
Mstep: Class 10 contains 7188 members 
Mstep: Class 11 contains 23920 members 
Mstep: Class 12 contains 3157 members 
Mstep: Class 13 contains 3600 members 
Mstep: Class 14 contains 68499 members 
Mstep: Class 15 contains 925 members 
Mstep: Class 16 contains 1974 members 
Mstep: Class 17 contains 2267 members 
Mstep: Class 18 contains 55725 members 
Mstep: Class 19 contains 4578 members 
Mstep: Class 20 contains 19879 members 
Mstep: Class 21 contains 5652 members 
Mstep: Class 22 contains 38735 members 
Mstep: Class 23 contains 16690 members 
Mstep: Class 24 contains 65137 members 
Mstep: Class 25 contains 1924 members 
Mstep: Class 26 contains 1540 members 
Mstep: Class 27 contains 5820 members 
Mstep: Class 28 contains 802 members 
Mstep: Class 29 contains 8032 members 
Mstep: Class 30 contains 20231 members 
Mstep: Class 31 contains 47902 members 
Entering Unmasked Estep 
Score: -80850856.000000 Penalty: 61859.550781
Splitting cluster 24 changes total score from -80789864.000000 to -80850856.000000
So it's getting split into cluster 31.
Entering Unmasked Mstep 
Mstep: Class 0 contains 214 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 55112 members 
Mstep: Class 3 contains 3920 members 
Mstep: Class 4 contains 89200 members 
Mstep: Class 6 contains 487 members 
Mstep: Class 7 contains 57801 members 
Mstep: Class 8 contains 10904 members 
Mstep: Class 9 contains 26261 members 
Mstep: Class 11 contains 23920 members 
Mstep: Class 12 contains 3157 members 
Mstep: Class 14 contains 68499 members 
Mstep: Class 15 contains 925 members 
Mstep: Class 16 contains 1974 members 
Mstep: Class 17 contains 2267 members 
Mstep: Class 18 contains 55725 members 
Mstep: Class 19 contains 4578 members 
Mstep: Class 20 contains 19879 members 
Mstep: Class 21 contains 5652 members 
Mstep: Class 22 contains 38735 members 
Mstep: Class 24 contains 65137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80862128.000000 Penalty: 61859.550781
Iteration 39Q: 32 clusters Score -8.086213e+07 nChanged 21698
Entering Unmasked Mstep 
Mstep: Class 0 contains 213 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 55752 members 
Mstep: Class 3 contains 3914 members 
Mstep: Class 4 contains 89541 members 
Mstep: Class 5 contains 11728 members 
Mstep: Class 6 contains 487 members 
Mstep: Class 7 contains 56932 members 
Mstep: Class 8 contains 11143 members 
Mstep: Class 9 contains 26333 members 
Mstep: Class 10 contains 6947 members 
Mstep: Class 11 contains 24900 members 
Mstep: Class 12 contains 2948 members 
Mstep: Class 13 contains 3737 members 
Mstep: Class 14 contains 69018 members 
Mstep: Class 15 contains 925 members 
Mstep: Class 16 contains 2056 members 
Mstep: Class 17 contains 2300 members 
Mstep: Class 18 contains 54745 members 
Mstep: Class 19 contains 4885 members 
Mstep: Class 20 contains 19336 members 
Mstep: Class 21 contains 6385 members 
Mstep: Class 22 contains 38554 members 
Mstep: Class 23 contains 16628 members 
Mstep: Class 24 contains 66158 members 
Mstep: Class 25 contains 1929 members 
Mstep: Class 26 contains 1540 members 
Mstep: Class 27 contains 5559 members 
Mstep: Class 28 contains 812 members 
Mstep: Class 29 contains 8038 members 
Mstep: Class 30 contains 19782 members 
Mstep: Class 31 contains 46783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80880072.000000 Penalty: 61859.550781
Iteration 40F: 32 clusters Score -8.088007e+07 nChanged 16843
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 55169 members 
Mstep: Class 3 contains 3907 members 
Mstep: Class 4 contains 89460 members 
Mstep: Class 5 contains 11814 members 
Mstep: Class 6 contains 484 members 
Mstep: Class 7 contains 55825 members 
Mstep: Class 8 contains 11102 members 
Mstep: Class 9 contains 26154 members 
Mstep: Class 10 contains 6848 members 
Mstep: Class 11 contains 24932 members 
Mstep: Class 12 contains 2748 members 
Mstep: Class 13 contains 4124 members 
Mstep: Class 14 contains 68823 members 
Mstep: Class 15 contains 1120 members 
Mstep: Class 16 contains 2075 members 
Mstep: Class 17 contains 2353 members 
Mstep: Class 18 contains 53020 members 
Mstep: Class 19 contains 5032 members 
Mstep: Class 20 contains 19028 members 
Mstep: Class 21 contains 6952 members 
Mstep: Class 22 contains 36827 members 
Mstep: Class 23 contains 17270 members 
Mstep: Class 24 contains 66658 members 
Mstep: Class 25 contains 2013 members 
Mstep: Class 26 contains 1542 members 
Mstep: Class 27 contains 5914 members 
Mstep: Class 28 contains 881 members 
Mstep: Class 29 contains 8500 members 
Mstep: Class 30 contains 19831 members 
Mstep: Class 31 contains 49526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80887072.000000 Penalty: 61859.550781
Iteration 41Q: 32 clusters Score -8.088707e+07 nChanged 11218
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 54748 members 
Mstep: Class 3 contains 3886 members 
Mstep: Class 4 contains 89271 members 
Mstep: Class 5 contains 11816 members 
Mstep: Class 6 contains 484 members 
Mstep: Class 7 contains 54803 members 
Mstep: Class 8 contains 11077 members 
Mstep: Class 9 contains 26065 members 
Mstep: Class 10 contains 6718 members 
Mstep: Class 11 contains 25103 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 4388 members 
Mstep: Class 14 contains 68704 members 
Mstep: Class 15 contains 1122 members 
Mstep: Class 16 contains 2143 members 
Mstep: Class 17 contains 2396 members 
Mstep: Class 18 contains 51686 members 
Mstep: Class 19 contains 5163 members 
Mstep: Class 20 contains 18867 members 
Mstep: Class 21 contains 7695 members 
Mstep: Class 22 contains 35538 members 
Mstep: Class 23 contains 17543 members 
Mstep: Class 24 contains 67443 members 
Mstep: Class 25 contains 2039 members 
Mstep: Class 26 contains 1544 members 
Mstep: Class 27 contains 6149 members 
Mstep: Class 28 contains 923 members 
Mstep: Class 29 contains 8729 members 
Mstep: Class 30 contains 19834 members 
Mstep: Class 31 contains 51415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80890200.000000 Penalty: 61859.550781
Iteration 42Q: 32 clusters Score -8.08902e+07 nChanged 9568
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 54409 members 
Mstep: Class 3 contains 3861 members 
Mstep: Class 4 contains 89099 members 
Mstep: Class 5 contains 11782 members 
Mstep: Class 6 contains 485 members 
Mstep: Class 7 contains 53600 members 
Mstep: Class 8 contains 11087 members 
Mstep: Class 9 contains 26007 members 
Mstep: Class 10 contains 6604 members 
Mstep: Class 11 contains 25395 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 4617 members 
Mstep: Class 14 contains 68590 members 
Mstep: Class 15 contains 1121 members 
Mstep: Class 16 contains 2208 members 
Mstep: Class 17 contains 2453 members 
Mstep: Class 18 contains 50572 members 
Mstep: Class 19 contains 5273 members 
Mstep: Class 20 contains 18724 members 
Mstep: Class 21 contains 8657 members 
Mstep: Class 22 contains 34420 members 
Mstep: Class 23 contains 17704 members 
Mstep: Class 24 contains 67946 members 
Mstep: Class 25 contains 2080 members 
Mstep: Class 26 contains 1544 members 
Mstep: Class 27 contains 6283 members 
Mstep: Class 28 contains 943 members 
Mstep: Class 29 contains 8866 members 
Mstep: Class 30 contains 19869 members 
Mstep: Class 31 contains 53147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80892832.000000 Penalty: 61859.550781
Iteration 43Q: 32 clusters Score -8.089283e+07 nChanged 8549
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 54148 members 
Mstep: Class 3 contains 3833 members 
Mstep: Class 4 contains 88853 members 
Mstep: Class 5 contains 11762 members 
Mstep: Class 6 contains 485 members 
Mstep: Class 7 contains 52026 members 
Mstep: Class 8 contains 11101 members 
Mstep: Class 9 contains 25962 members 
Mstep: Class 10 contains 6501 members 
Mstep: Class 11 contains 25756 members 
Mstep: Class 12 contains 2329 members 
Mstep: Class 13 contains 4837 members 
Mstep: Class 14 contains 68517 members 
Mstep: Class 15 contains 1121 members 
Mstep: Class 16 contains 2262 members 
Mstep: Class 17 contains 2502 members 
Mstep: Class 18 contains 49598 members 
Mstep: Class 19 contains 5371 members 
Mstep: Class 20 contains 18609 members 
Mstep: Class 21 contains 9967 members 
Mstep: Class 22 contains 33562 members 
Mstep: Class 23 contains 17790 members 
Mstep: Class 24 contains 68308 members 
Mstep: Class 25 contains 2103 members 
Mstep: Class 26 contains 1544 members 
Mstep: Class 27 contains 6392 members 
Mstep: Class 28 contains 946 members 
Mstep: Class 29 contains 8960 members 
Mstep: Class 30 contains 19908 members 
Mstep: Class 31 contains 54699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80895840.000000 Penalty: 61859.550781
Iteration 44Q: 32 clusters Score -8.089584e+07 nChanged 8469
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 53920 members 
Mstep: Class 3 contains 3809 members 
Mstep: Class 4 contains 88525 members 
Mstep: Class 5 contains 11717 members 
Mstep: Class 6 contains 486 members 
Mstep: Class 7 contains 49901 members 
Mstep: Class 8 contains 11124 members 
Mstep: Class 9 contains 25948 members 
Mstep: Class 10 contains 6410 members 
Mstep: Class 11 contains 26043 members 
Mstep: Class 12 contains 2248 members 
Mstep: Class 13 contains 5060 members 
Mstep: Class 14 contains 68480 members 
Mstep: Class 15 contains 1121 members 
Mstep: Class 16 contains 2308 members 
Mstep: Class 17 contains 2544 members 
Mstep: Class 18 contains 48802 members 
Mstep: Class 19 contains 5471 members 
Mstep: Class 20 contains 18509 members 
Mstep: Class 21 contains 11796 members 
Mstep: Class 22 contains 32855 members 
Mstep: Class 23 contains 17863 members 
Mstep: Class 24 contains 68509 members 
Mstep: Class 25 contains 2121 members 
Mstep: Class 26 contains 1544 members 
Mstep: Class 27 contains 6459 members 
Mstep: Class 28 contains 950 members 
Mstep: Class 29 contains 9027 members 
Mstep: Class 30 contains 19990 members 
Mstep: Class 31 contains 56158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80899968.000000 Penalty: 61859.550781
Iteration 45Q: 32 clusters Score -8.089997e+07 nChanged 8952
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 53721 members 
Mstep: Class 3 contains 3784 members 
Mstep: Class 4 contains 88046 members 
Mstep: Class 5 contains 11675 members 
Mstep: Class 6 contains 486 members 
Mstep: Class 7 contains 46958 members 
Mstep: Class 8 contains 11147 members 
Mstep: Class 9 contains 25942 members 
Mstep: Class 10 contains 6327 members 
Mstep: Class 11 contains 26371 members 
Mstep: Class 12 contains 2180 members 
Mstep: Class 13 contains 5294 members 
Mstep: Class 14 contains 68514 members 
Mstep: Class 15 contains 1121 members 
Mstep: Class 16 contains 2343 members 
Mstep: Class 17 contains 2587 members 
Mstep: Class 18 contains 48103 members 
Mstep: Class 19 contains 5553 members 
Mstep: Class 20 contains 18399 members 
Mstep: Class 21 contains 14393 members 
Mstep: Class 22 contains 32219 members 
Mstep: Class 23 contains 17939 members 
Mstep: Class 24 contains 68600 members 
Mstep: Class 25 contains 2144 members 
Mstep: Class 26 contains 1544 members 
Mstep: Class 27 contains 6528 members 
Mstep: Class 28 contains 953 members 
Mstep: Class 29 contains 9082 members 
Mstep: Class 30 contains 20099 members 
Mstep: Class 31 contains 57582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80905544.000000 Penalty: 61859.550781
Iteration 46Q: 32 clusters Score -8.090554e+07 nChanged 9686
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 53458 members 
Mstep: Class 3 contains 3762 members 
Mstep: Class 4 contains 87607 members 
Mstep: Class 5 contains 11642 members 
Mstep: Class 6 contains 486 members 
Mstep: Class 7 contains 43290 members 
Mstep: Class 8 contains 11156 members 
Mstep: Class 9 contains 25959 members 
Mstep: Class 10 contains 6248 members 
Mstep: Class 11 contains 26725 members 
Mstep: Class 12 contains 2128 members 
Mstep: Class 13 contains 5504 members 
Mstep: Class 14 contains 68603 members 
Mstep: Class 15 contains 1121 members 
Mstep: Class 16 contains 2377 members 
Mstep: Class 17 contains 2641 members 
Mstep: Class 18 contains 47486 members 
Mstep: Class 19 contains 5609 members 
Mstep: Class 20 contains 18328 members 
Mstep: Class 21 contains 17655 members 
Mstep: Class 22 contains 31614 members 
Mstep: Class 23 contains 18060 members 
Mstep: Class 24 contains 68523 members 
Mstep: Class 25 contains 2175 members 
Mstep: Class 26 contains 1544 members 
Mstep: Class 27 contains 6573 members 
Mstep: Class 28 contains 955 members 
Mstep: Class 29 contains 9137 members 
Mstep: Class 30 contains 20235 members 
Mstep: Class 31 contains 58980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80913888.000000 Penalty: 61859.550781
Iteration 47Q: 32 clusters Score -8.091389e+07 nChanged 10226
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 53026 members 
Mstep: Class 3 contains 3755 members 
Mstep: Class 4 contains 87163 members 
Mstep: Class 5 contains 11626 members 
Mstep: Class 6 contains 486 members 
Mstep: Class 7 contains 39982 members 
Mstep: Class 8 contains 11179 members 
Mstep: Class 9 contains 25955 members 
Mstep: Class 10 contains 6161 members 
Mstep: Class 11 contains 27078 members 
Mstep: Class 12 contains 2086 members 
Mstep: Class 13 contains 5699 members 
Mstep: Class 14 contains 68769 members 
Mstep: Class 15 contains 1121 members 
Mstep: Class 16 contains 2414 members 
Mstep: Class 17 contains 2682 members 
Mstep: Class 18 contains 46873 members 
Mstep: Class 19 contains 5659 members 
Mstep: Class 20 contains 18259 members 
Mstep: Class 21 contains 20607 members 
Mstep: Class 22 contains 31071 members 
Mstep: Class 23 contains 18257 members 
Mstep: Class 24 contains 68353 members 
Mstep: Class 25 contains 2198 members 
Mstep: Class 26 contains 1544 members 
Mstep: Class 27 contains 6585 members 
Mstep: Class 28 contains 960 members 
Mstep: Class 29 contains 9187 members 
Mstep: Class 30 contains 20471 members 
Mstep: Class 31 contains 60356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80926896.000000 Penalty: 61859.550781
Iteration 48Q: 32 clusters Score -8.09269e+07 nChanged 9598
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 52249 members 
Mstep: Class 3 contains 3759 members 
Mstep: Class 4 contains 86800 members 
Mstep: Class 5 contains 11605 members 
Mstep: Class 6 contains 486 members 
Mstep: Class 7 contains 38667 members 
Mstep: Class 8 contains 11206 members 
Mstep: Class 9 contains 25962 members 
Mstep: Class 10 contains 6065 members 
Mstep: Class 11 contains 27275 members 
Mstep: Class 12 contains 2035 members 
Mstep: Class 13 contains 5918 members 
Mstep: Class 14 contains 68877 members 
Mstep: Class 15 contains 1121 members 
Mstep: Class 16 contains 2438 members 
Mstep: Class 17 contains 2731 members 
Mstep: Class 18 contains 46288 members 
Mstep: Class 19 contains 5698 members 
Mstep: Class 20 contains 18184 members 
Mstep: Class 21 contains 22134 members 
Mstep: Class 22 contains 30586 members 
Mstep: Class 23 contains 18484 members 
Mstep: Class 24 contains 68057 members 
Mstep: Class 25 contains 2238 members 
Mstep: Class 26 contains 1544 members 
Mstep: Class 27 contains 6581 members 
Mstep: Class 28 contains 967 members 
Mstep: Class 29 contains 9222 members 
Mstep: Class 30 contains 20826 members 
Mstep: Class 31 contains 61521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80937696.000000 Penalty: 61859.550781
Iteration 49Q: 32 clusters Score -8.09377e+07 nChanged 8420
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 51317 members 
Mstep: Class 3 contains 3769 members 
Mstep: Class 4 contains 86505 members 
Mstep: Class 5 contains 11594 members 
Mstep: Class 6 contains 486 members 
Mstep: Class 7 contains 39215 members 
Mstep: Class 8 contains 11213 members 
Mstep: Class 9 contains 25962 members 
Mstep: Class 10 contains 5974 members 
Mstep: Class 11 contains 27421 members 
Mstep: Class 12 contains 1969 members 
Mstep: Class 13 contains 6072 members 
Mstep: Class 14 contains 68840 members 
Mstep: Class 15 contains 1121 members 
Mstep: Class 16 contains 2435 members 
Mstep: Class 17 contains 2808 members 
Mstep: Class 18 contains 45721 members 
Mstep: Class 19 contains 5740 members 
Mstep: Class 20 contains 18110 members 
Mstep: Class 21 contains 22381 members 
Mstep: Class 22 contains 30095 members 
Mstep: Class 23 contains 18657 members 
Mstep: Class 24 contains 67658 members 
Mstep: Class 25 contains 2281 members 
Mstep: Class 26 contains 1544 members 
Mstep: Class 27 contains 6572 members 
Mstep: Class 28 contains 978 members 
Mstep: Class 29 contains 9250 members 
Mstep: Class 30 contains 21195 members 
Mstep: Class 31 contains 62629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80941936.000000 Penalty: 61859.550781
Iteration 50Q: 32 clusters Score -8.094194e+07 nChanged 6796
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 50536 members 
Mstep: Class 3 contains 3779 members 
Mstep: Class 4 contains 86211 members 
Mstep: Class 5 contains 11599 members 
Mstep: Class 6 contains 486 members 
Mstep: Class 7 contains 40073 members 
Mstep: Class 8 contains 11240 members 
Mstep: Class 9 contains 25974 members 
Mstep: Class 10 contains 5889 members 
Mstep: Class 11 contains 27523 members 
Mstep: Class 12 contains 1931 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 68836 members 
Mstep: Class 15 contains 1121 members 
Mstep: Class 16 contains 2440 members 
Mstep: Class 17 contains 2904 members 
Mstep: Class 18 contains 45222 members 
Mstep: Class 19 contains 5776 members 
Mstep: Class 20 contains 18050 members 
Mstep: Class 21 contains 22174 members 
Mstep: Class 22 contains 29585 members 
Mstep: Class 23 contains 18731 members 
Mstep: Class 24 contains 67286 members 
Mstep: Class 25 contains 2329 members 
Mstep: Class 26 contains 1544 members 
Mstep: Class 27 contains 6565 members 
Mstep: Class 28 contains 978 members 
Mstep: Class 29 contains 9284 members 
Mstep: Class 30 contains 21510 members 
Mstep: Class 31 contains 63725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80943800.000000 Penalty: 61859.550781
Iteration 51Q: 32 clusters Score -8.09438e+07 nChanged 5553
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 49935 members 
Mstep: Class 3 contains 3787 members 
Mstep: Class 4 contains 85983 members 
Mstep: Class 5 contains 11613 members 
Mstep: Class 6 contains 486 members 
Mstep: Class 7 contains 40861 members 
Mstep: Class 8 contains 11278 members 
Mstep: Class 9 contains 25969 members 
Mstep: Class 10 contains 5774 members 
Mstep: Class 11 contains 27598 members 
Mstep: Class 12 contains 1899 members 
Mstep: Class 13 contains 6260 members 
Mstep: Class 14 contains 68810 members 
Mstep: Class 15 contains 1121 members 
Mstep: Class 16 contains 2441 members 
Mstep: Class 17 contains 3015 members 
Mstep: Class 18 contains 44820 members 
Mstep: Class 19 contains 5800 members 
Mstep: Class 20 contains 17991 members 
Mstep: Class 21 contains 22021 members 
Mstep: Class 22 contains 29083 members 
Mstep: Class 23 contains 18772 members 
Mstep: Class 24 contains 66818 members 
Mstep: Class 25 contains 2388 members 
Mstep: Class 26 contains 1544 members 
Mstep: Class 27 contains 6551 members 
Mstep: Class 28 contains 981 members 
Mstep: Class 29 contains 9304 members 
Mstep: Class 30 contains 21716 members 
Mstep: Class 31 contains 64847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80944960.000000 Penalty: 61859.550781
Iteration 52Q: 32 clusters Score -8.094496e+07 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 49481 members 
Mstep: Class 3 contains 3806 members 
Mstep: Class 4 contains 85835 members 
Mstep: Class 5 contains 11637 members 
Mstep: Class 6 contains 486 members 
Mstep: Class 7 contains 41505 members 
Mstep: Class 8 contains 11310 members 
Mstep: Class 9 contains 25965 members 
Mstep: Class 10 contains 5667 members 
Mstep: Class 11 contains 27676 members 
Mstep: Class 12 contains 1874 members 
Mstep: Class 13 contains 6304 members 
Mstep: Class 14 contains 68773 members 
Mstep: Class 15 contains 1121 members 
Mstep: Class 16 contains 2446 members 
Mstep: Class 17 contains 3116 members 
Mstep: Class 18 contains 44404 members 
Mstep: Class 19 contains 5830 members 
Mstep: Class 20 contains 17941 members 
Mstep: Class 21 contains 21922 members 
Mstep: Class 22 contains 28632 members 
Mstep: Class 23 contains 18794 members 
Mstep: Class 24 contains 66311 members 
Mstep: Class 25 contains 2454 members 
Mstep: Class 26 contains 1544 members 
Mstep: Class 27 contains 6538 members 
Mstep: Class 28 contains 986 members 
Mstep: Class 29 contains 9311 members 
Mstep: Class 30 contains 21834 members 
Mstep: Class 31 contains 65948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80945680.000000 Penalty: 61859.550781
Iteration 53Q: 32 clusters Score -8.094568e+07 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 49107 members 
Mstep: Class 3 contains 3817 members 
Mstep: Class 4 contains 85741 members 
Mstep: Class 5 contains 11647 members 
Mstep: Class 6 contains 486 members 
Mstep: Class 7 contains 42028 members 
Mstep: Class 8 contains 11342 members 
Mstep: Class 9 contains 25950 members 
Mstep: Class 10 contains 5549 members 
Mstep: Class 11 contains 27761 members 
Mstep: Class 12 contains 1851 members 
Mstep: Class 13 contains 6329 members 
Mstep: Class 14 contains 68739 members 
Mstep: Class 15 contains 1121 members 
Mstep: Class 16 contains 2461 members 
Mstep: Class 17 contains 3237 members 
Mstep: Class 18 contains 44016 members 
Mstep: Class 19 contains 5904 members 
Mstep: Class 20 contains 17890 members 
Mstep: Class 21 contains 21866 members 
Mstep: Class 22 contains 28229 members 
Mstep: Class 23 contains 18801 members 
Mstep: Class 24 contains 65772 members 
Mstep: Class 25 contains 2510 members 
Mstep: Class 26 contains 1544 members 
Mstep: Class 27 contains 6541 members 
Mstep: Class 28 contains 984 members 
Mstep: Class 29 contains 9316 members 
Mstep: Class 30 contains 21898 members 
Mstep: Class 31 contains 66994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80946528.000000 Penalty: 61859.550781
Iteration 54Q: 32 clusters Score -8.094653e+07 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 48753 members 
Mstep: Class 3 contains 3827 members 
Mstep: Class 4 contains 85696 members 
Mstep: Class 5 contains 11648 members 
Mstep: Class 6 contains 486 members 
Mstep: Class 7 contains 42452 members 
Mstep: Class 8 contains 11359 members 
Mstep: Class 9 contains 25940 members 
Mstep: Class 10 contains 5451 members 
Mstep: Class 11 contains 27903 members 
Mstep: Class 12 contains 1821 members 
Mstep: Class 13 contains 6313 members 
Mstep: Class 14 contains 68694 members 
Mstep: Class 15 contains 1121 members 
Mstep: Class 16 contains 2462 members 
Mstep: Class 17 contains 3351 members 
Mstep: Class 18 contains 43694 members 
Mstep: Class 19 contains 6011 members 
Mstep: Class 20 contains 17839 members 
Mstep: Class 21 contains 21836 members 
Mstep: Class 22 contains 27848 members 
Mstep: Class 23 contains 18804 members 
Mstep: Class 24 contains 65154 members 
Mstep: Class 25 contains 2550 members 
Mstep: Class 26 contains 1544 members 
Mstep: Class 27 contains 6552 members 
Mstep: Class 28 contains 985 members 
Mstep: Class 29 contains 9318 members 
Mstep: Class 30 contains 21930 members 
Mstep: Class 31 contains 68072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80947416.000000 Penalty: 61859.550781
Iteration 55Q: 32 clusters Score -8.094742e+07 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 48484 members 
Mstep: Class 3 contains 3837 members 
Mstep: Class 4 contains 85655 members 
Mstep: Class 5 contains 11632 members 
Mstep: Class 6 contains 486 members 
Mstep: Class 7 contains 42768 members 
Mstep: Class 8 contains 11378 members 
Mstep: Class 9 contains 25946 members 
Mstep: Class 10 contains 5363 members 
Mstep: Class 11 contains 27986 members 
Mstep: Class 12 contains 1796 members 
Mstep: Class 13 contains 6264 members 
Mstep: Class 14 contains 68660 members 
Mstep: Class 15 contains 1121 members 
Mstep: Class 16 contains 2454 members 
Mstep: Class 17 contains 3467 members 
Mstep: Class 18 contains 43377 members 
Mstep: Class 19 contains 6123 members 
Mstep: Class 20 contains 17793 members 
Mstep: Class 21 contains 21818 members 
Mstep: Class 22 contains 27521 members 
Mstep: Class 23 contains 18811 members 
Mstep: Class 24 contains 64499 members 
Mstep: Class 25 contains 2577 members 
Mstep: Class 26 contains 1544 members 
Mstep: Class 27 contains 6580 members 
Mstep: Class 28 contains 983 members 
Mstep: Class 29 contains 9318 members 
Mstep: Class 30 contains 21949 members 
Mstep: Class 31 contains 69208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80948072.000000 Penalty: 61859.550781
Iteration 56Q: 32 clusters Score -8.094807e+07 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 48264 members 
Mstep: Class 3 contains 3850 members 
Mstep: Class 4 contains 85637 members 
Mstep: Class 5 contains 11611 members 
Mstep: Class 6 contains 486 members 
Mstep: Class 7 contains 43033 members 
Mstep: Class 8 contains 11382 members 
Mstep: Class 9 contains 25936 members 
Mstep: Class 10 contains 5295 members 
Mstep: Class 11 contains 28077 members 
Mstep: Class 12 contains 1775 members 
Mstep: Class 13 contains 6187 members 
Mstep: Class 14 contains 68597 members 
Mstep: Class 15 contains 1121 members 
Mstep: Class 16 contains 2453 members 
Mstep: Class 17 contains 3590 members 
Mstep: Class 18 contains 43082 members 
Mstep: Class 19 contains 6227 members 
Mstep: Class 20 contains 17757 members 
Mstep: Class 21 contains 21819 members 
Mstep: Class 22 contains 27180 members 
Mstep: Class 23 contains 18818 members 
Mstep: Class 24 contains 63881 members 
Mstep: Class 25 contains 2597 members 
Mstep: Class 26 contains 1544 members 
Mstep: Class 27 contains 6596 members 
Mstep: Class 28 contains 990 members 
Mstep: Class 29 contains 9315 members 
Mstep: Class 30 contains 21959 members 
Mstep: Class 31 contains 70323 members 
Entering Unmasked Estep 
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Score: -80948424.000000 Penalty: 61859.550781
Iteration 57Q: 32 clusters Score -8.094842e+07 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 48073 members 
Mstep: Class 3 contains 3854 members 
Mstep: Class 4 contains 85604 members 
Mstep: Class 5 contains 11621 members 
Mstep: Class 6 contains 485 members 
Mstep: Class 7 contains 43240 members 
Mstep: Class 8 contains 11400 members 
Mstep: Class 9 contains 25932 members 
Mstep: Class 10 contains 5226 members 
Mstep: Class 11 contains 28191 members 
Mstep: Class 12 contains 1766 members 
Mstep: Class 13 contains 6121 members 
Mstep: Class 14 contains 68525 members 
Mstep: Class 15 contains 1121 members 
Mstep: Class 16 contains 2458 members 
Mstep: Class 17 contains 3706 members 
Mstep: Class 18 contains 42810 members 
Mstep: Class 19 contains 6341 members 
Mstep: Class 20 contains 17719 members 
Mstep: Class 21 contains 21817 members 
Mstep: Class 22 contains 26814 members 
Mstep: Class 23 contains 18825 members 
Mstep: Class 24 contains 63325 members 
Mstep: Class 25 contains 2607 members 
Mstep: Class 26 contains 1544 members 
Mstep: Class 27 contains 6603 members 
Mstep: Class 28 contains 991 members 
Mstep: Class 29 contains 9317 members 
Mstep: Class 30 contains 21969 members 
Mstep: Class 31 contains 71368 members 
Entering Unmasked Estep 
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Score: -80948944.000000 Penalty: 61859.550781
Iteration 58Q: 32 clusters Score -8.094894e+07 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 47901 members 
Mstep: Class 3 contains 3865 members 
Mstep: Class 4 contains 85504 members 
Mstep: Class 5 contains 11626 members 
Mstep: Class 6 contains 485 members 
Mstep: Class 7 contains 43414 members 
Mstep: Class 8 contains 11416 members 
Mstep: Class 9 contains 25924 members 
Mstep: Class 10 contains 5165 members 
Mstep: Class 11 contains 28325 members 
Mstep: Class 12 contains 1749 members 
Mstep: Class 13 contains 6069 members 
Mstep: Class 14 contains 68427 members 
Mstep: Class 15 contains 1121 members 
Mstep: Class 16 contains 2465 members 
Mstep: Class 17 contains 3832 members 
Mstep: Class 18 contains 42555 members 
Mstep: Class 19 contains 6433 members 
Mstep: Class 20 contains 17685 members 
Mstep: Class 21 contains 21817 members 
Mstep: Class 22 contains 26477 members 
Mstep: Class 23 contains 18834 members 
Mstep: Class 24 contains 62657 members 
Mstep: Class 25 contains 2614 members 
Mstep: Class 26 contains 1544 members 
Mstep: Class 27 contains 6627 members 
Mstep: Class 28 contains 1012 members 
Mstep: Class 29 contains 9317 members 
Mstep: Class 30 contains 21973 members 
Mstep: Class 31 contains 72535 members 
Entering Unmasked Estep 
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Score: -80949488.000000 Penalty: 61859.550781
Iteration 59Q: 32 clusters Score -8.094949e+07 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 47774 members 
Mstep: Class 3 contains 3870 members 
Mstep: Class 4 contains 85400 members 
Mstep: Class 5 contains 11618 members 
Mstep: Class 6 contains 485 members 
Mstep: Class 7 contains 43584 members 
Mstep: Class 8 contains 11441 members 
Mstep: Class 9 contains 25911 members 
Mstep: Class 10 contains 5107 members 
Mstep: Class 11 contains 28455 members 
Mstep: Class 12 contains 1731 members 
Mstep: Class 13 contains 6013 members 
Mstep: Class 14 contains 68327 members 
Mstep: Class 15 contains 1121 members 
Mstep: Class 16 contains 2475 members 
Mstep: Class 17 contains 3977 members 
Mstep: Class 18 contains 42305 members 
Mstep: Class 19 contains 6534 members 
Mstep: Class 20 contains 17659 members 
Mstep: Class 21 contains 21820 members 
Mstep: Class 22 contains 26136 members 
Mstep: Class 23 contains 18839 members 
Mstep: Class 24 contains 61862 members 
Mstep: Class 25 contains 2621 members 
Mstep: Class 26 contains 1544 members 
Mstep: Class 27 contains 6655 members 
Mstep: Class 28 contains 1028 members 
Mstep: Class 29 contains 9317 members 
Mstep: Class 30 contains 21972 members 
Mstep: Class 31 contains 73782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80950832.000000 Penalty: 61859.550781
Iteration 60F: 32 clusters Score -8.095083e+07 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 47627 members 
Mstep: Class 3 contains 3878 members 
Mstep: Class 4 contains 85103 members 
Mstep: Class 5 contains 11616 members 
Mstep: Class 6 contains 485 members 
Mstep: Class 7 contains 43725 members 
Mstep: Class 8 contains 11464 members 
Mstep: Class 9 contains 25887 members 
Mstep: Class 10 contains 5042 members 
Mstep: Class 11 contains 28542 members 
Mstep: Class 12 contains 1715 members 
Mstep: Class 13 contains 6197 members 
Mstep: Class 14 contains 68194 members 
Mstep: Class 15 contains 1129 members 
Mstep: Class 16 contains 2491 members 
Mstep: Class 17 contains 4227 members 
Mstep: Class 18 contains 42006 members 
Mstep: Class 19 contains 6646 members 
Mstep: Class 20 contains 17629 members 
Mstep: Class 21 contains 21860 members 
Mstep: Class 22 contains 25815 members 
Mstep: Class 23 contains 18847 members 
Mstep: Class 24 contains 60898 members 
Mstep: Class 25 contains 2632 members 
Mstep: Class 26 contains 1544 members 
Mstep: Class 27 contains 6670 members 
Mstep: Class 28 contains 1042 members 
Mstep: Class 29 contains 9318 members 
Mstep: Class 30 contains 21971 members 
Mstep: Class 31 contains 75163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80951352.000000 Penalty: 61859.550781
Iteration 61Q: 32 clusters Score -8.095135e+07 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 47516 members 
Mstep: Class 3 contains 3885 members 
Mstep: Class 4 contains 84835 members 
Mstep: Class 5 contains 11624 members 
Mstep: Class 6 contains 485 members 
Mstep: Class 7 contains 43849 members 
Mstep: Class 8 contains 11492 members 
Mstep: Class 9 contains 25856 members 
Mstep: Class 10 contains 4995 members 
Mstep: Class 11 contains 28625 members 
Mstep: Class 12 contains 1699 members 
Mstep: Class 13 contains 6331 members 
Mstep: Class 14 contains 68076 members 
Mstep: Class 15 contains 1129 members 
Mstep: Class 16 contains 2496 members 
Mstep: Class 17 contains 4512 members 
Mstep: Class 18 contains 41756 members 
Mstep: Class 19 contains 6730 members 
Mstep: Class 20 contains 17591 members 
Mstep: Class 21 contains 21865 members 
Mstep: Class 22 contains 25480 members 
Mstep: Class 23 contains 18852 members 
Mstep: Class 24 contains 59800 members 
Mstep: Class 25 contains 2629 members 
Mstep: Class 26 contains 1544 members 
Mstep: Class 27 contains 6684 members 
Mstep: Class 28 contains 1055 members 
Mstep: Class 29 contains 9319 members 
Mstep: Class 30 contains 21978 members 
Mstep: Class 31 contains 76672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80952200.000000 Penalty: 61859.550781
Iteration 62Q: 32 clusters Score -8.09522e+07 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 47462 members 
Mstep: Class 3 contains 3887 members 
Mstep: Class 4 contains 84603 members 
Mstep: Class 5 contains 11641 members 
Mstep: Class 6 contains 485 members 
Mstep: Class 7 contains 43952 members 
Mstep: Class 8 contains 11509 members 
Mstep: Class 9 contains 25840 members 
Mstep: Class 10 contains 4948 members 
Mstep: Class 11 contains 28711 members 
Mstep: Class 12 contains 1691 members 
Mstep: Class 13 contains 6409 members 
Mstep: Class 14 contains 67954 members 
Mstep: Class 15 contains 1129 members 
Mstep: Class 16 contains 2502 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 41531 members 
Mstep: Class 19 contains 6813 members 
Mstep: Class 20 contains 17547 members 
Mstep: Class 21 contains 21867 members 
Mstep: Class 22 contains 25185 members 
Mstep: Class 23 contains 18856 members 
Mstep: Class 24 contains 58677 members 
Mstep: Class 25 contains 2630 members 
Mstep: Class 26 contains 1544 members 
Mstep: Class 27 contains 6696 members 
Mstep: Class 28 contains 1064 members 
Mstep: Class 29 contains 9321 members 
Mstep: Class 30 contains 21980 members 
Mstep: Class 31 contains 78116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80952680.000000 Penalty: 61859.550781
Iteration 63Q: 32 clusters Score -8.095268e+07 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 47396 members 
Mstep: Class 3 contains 3894 members 
Mstep: Class 4 contains 84379 members 
Mstep: Class 5 contains 11659 members 
Mstep: Class 6 contains 485 members 
Mstep: Class 7 contains 44052 members 
Mstep: Class 8 contains 11538 members 
Mstep: Class 9 contains 25835 members 
Mstep: Class 10 contains 4917 members 
Mstep: Class 11 contains 28773 members 
Mstep: Class 12 contains 1685 members 
Mstep: Class 13 contains 6473 members 
Mstep: Class 14 contains 67851 members 
Mstep: Class 15 contains 1129 members 
Mstep: Class 16 contains 2506 members 
Mstep: Class 17 contains 5083 members 
Mstep: Class 18 contains 41288 members 
Mstep: Class 19 contains 6882 members 
Mstep: Class 20 contains 17501 members 
Mstep: Class 21 contains 21868 members 
Mstep: Class 22 contains 24940 members 
Mstep: Class 23 contains 18857 members 
Mstep: Class 24 contains 57640 members 
Mstep: Class 25 contains 2635 members 
Mstep: Class 26 contains 1544 members 
Mstep: Class 27 contains 6703 members 
Mstep: Class 28 contains 1070 members 
Mstep: Class 29 contains 9322 members 
Mstep: Class 30 contains 21983 members 
Mstep: Class 31 contains 79453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80953152.000000 Penalty: 61859.550781
Iteration 64Q: 32 clusters Score -8.095315e+07 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 47344 members 
Mstep: Class 3 contains 3898 members 
Mstep: Class 4 contains 84187 members 
Mstep: Class 5 contains 11685 members 
Mstep: Class 6 contains 485 members 
Mstep: Class 7 contains 44134 members 
Mstep: Class 8 contains 11560 members 
Mstep: Class 9 contains 25829 members 
Mstep: Class 10 contains 4892 members 
Mstep: Class 11 contains 28836 members 
Mstep: Class 12 contains 1671 members 
Mstep: Class 13 contains 6517 members 
Mstep: Class 14 contains 67786 members 
Mstep: Class 15 contains 1129 members 
Mstep: Class 16 contains 2505 members 
Mstep: Class 17 contains 5328 members 
Mstep: Class 18 contains 41031 members 
Mstep: Class 19 contains 6968 members 
Mstep: Class 20 contains 17458 members 
Mstep: Class 21 contains 21869 members 
Mstep: Class 22 contains 24715 members 
Mstep: Class 23 contains 18858 members 
Mstep: Class 24 contains 56653 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 1544 members 
Mstep: Class 27 contains 6728 members 
Mstep: Class 28 contains 1075 members 
Mstep: Class 29 contains 9323 members 
Mstep: Class 30 contains 21978 members 
Mstep: Class 31 contains 80716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80953200.000000 Penalty: 61859.550781
Iteration 65Q: 32 clusters Score -8.09532e+07 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 47299 members 
Mstep: Class 3 contains 3907 members 
Mstep: Class 4 contains 83984 members 
Mstep: Class 5 contains 11694 members 
Mstep: Class 6 contains 485 members 
Mstep: Class 7 contains 44224 members 
Mstep: Class 8 contains 11563 members 
Mstep: Class 9 contains 25829 members 
Mstep: Class 10 contains 4860 members 
Mstep: Class 11 contains 28893 members 
Mstep: Class 12 contains 1666 members 
Mstep: Class 13 contains 6517 members 
Mstep: Class 14 contains 67720 members 
Mstep: Class 15 contains 1129 members 
Mstep: Class 16 contains 2511 members 
Mstep: Class 17 contains 5564 members 
Mstep: Class 18 contains 40761 members 
Mstep: Class 19 contains 7045 members 
Mstep: Class 20 contains 17422 members 
Mstep: Class 21 contains 21866 members 
Mstep: Class 22 contains 24551 members 
Mstep: Class 23 contains 18861 members 
Mstep: Class 24 contains 55763 members 
Mstep: Class 25 contains 2641 members 
Mstep: Class 26 contains 1544 members 
Mstep: Class 27 contains 6751 members 
Mstep: Class 28 contains 1080 members 
Mstep: Class 29 contains 9326 members 
Mstep: Class 30 contains 21974 members 
Mstep: Class 31 contains 81916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80953016.000000 Penalty: 61859.550781
Iteration 66Q: 32 clusters Score -8.095302e+07 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 47265 members 
Mstep: Class 3 contains 3912 members 
Mstep: Class 4 contains 83812 members 
Mstep: Class 5 contains 11710 members 
Mstep: Class 6 contains 485 members 
Mstep: Class 7 contains 44315 members 
Mstep: Class 8 contains 11584 members 
Mstep: Class 9 contains 25827 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 28931 members 
Mstep: Class 12 contains 1660 members 
Mstep: Class 13 contains 6478 members 
Mstep: Class 14 contains 67654 members 
Mstep: Class 15 contains 1129 members 
Mstep: Class 16 contains 2518 members 
Mstep: Class 17 contains 5784 members 
Mstep: Class 18 contains 40533 members 
Mstep: Class 19 contains 7102 members 
Mstep: Class 20 contains 17371 members 
Mstep: Class 21 contains 21865 members 
Mstep: Class 22 contains 24382 members 
Mstep: Class 23 contains 18860 members 
Mstep: Class 24 contains 55078 members 
Mstep: Class 25 contains 2639 members 
Mstep: Class 26 contains 1544 members 
Mstep: Class 27 contains 6783 members 
Mstep: Class 28 contains 1088 members 
Mstep: Class 29 contains 9325 members 
Mstep: Class 30 contains 21969 members 
Mstep: Class 31 contains 82908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80953216.000000 Penalty: 61859.550781
Iteration 67Q: 32 clusters Score -8.095322e+07 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 47244 members 
Mstep: Class 3 contains 3916 members 
Mstep: Class 4 contains 83649 members 
Mstep: Class 5 contains 11732 members 
Mstep: Class 6 contains 485 members 
Mstep: Class 7 contains 44390 members 
Mstep: Class 8 contains 11594 members 
Mstep: Class 9 contains 25823 members 
Mstep: Class 10 contains 4822 members 
Mstep: Class 11 contains 28987 members 
Mstep: Class 12 contains 1654 members 
Mstep: Class 13 contains 6439 members 
Mstep: Class 14 contains 67581 members 
Mstep: Class 15 contains 1129 members 
Mstep: Class 16 contains 2523 members 
Mstep: Class 17 contains 5978 members 
Mstep: Class 18 contains 40309 members 
Mstep: Class 19 contains 7171 members 
Mstep: Class 20 contains 17327 members 
Mstep: Class 21 contains 21867 members 
Mstep: Class 22 contains 24236 members 
Mstep: Class 23 contains 18862 members 
Mstep: Class 24 contains 54503 members 
Mstep: Class 25 contains 2643 members 
Mstep: Class 26 contains 1544 members 
Mstep: Class 27 contains 6785 members 
Mstep: Class 28 contains 1095 members 
Mstep: Class 29 contains 9326 members 
Mstep: Class 30 contains 21964 members 
Mstep: Class 31 contains 83770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80953336.000000 Penalty: 61859.550781
Iteration 68Q: 32 clusters Score -8.095334e+07 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 47219 members 
Mstep: Class 3 contains 3920 members 
Mstep: Class 4 contains 83506 members 
Mstep: Class 5 contains 11747 members 
Mstep: Class 6 contains 484 members 
Mstep: Class 7 contains 44440 members 
Mstep: Class 8 contains 11602 members 
Mstep: Class 9 contains 25824 members 
Mstep: Class 10 contains 4800 members 
Mstep: Class 11 contains 29001 members 
Mstep: Class 12 contains 1648 members 
Mstep: Class 13 contains 6364 members 
Mstep: Class 14 contains 67502 members 
Mstep: Class 15 contains 1129 members 
Mstep: Class 16 contains 2527 members 
Mstep: Class 17 contains 6183 members 
Mstep: Class 18 contains 40135 members 
Mstep: Class 19 contains 7230 members 
Mstep: Class 20 contains 17281 members 
Mstep: Class 21 contains 21867 members 
Mstep: Class 22 contains 24159 members 
Mstep: Class 23 contains 18861 members 
Mstep: Class 24 contains 54029 members 
Mstep: Class 25 contains 2643 members 
Mstep: Class 26 contains 1544 members 
Mstep: Class 27 contains 6793 members 
Mstep: Class 28 contains 1100 members 
Mstep: Class 29 contains 9328 members 
Mstep: Class 30 contains 21961 members 
Mstep: Class 31 contains 84513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80953440.000000 Penalty: 61859.550781
Iteration 69Q: 32 clusters Score -8.095344e+07 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 47202 members 
Mstep: Class 3 contains 3921 members 
Mstep: Class 4 contains 83410 members 
Mstep: Class 5 contains 11764 members 
Mstep: Class 6 contains 484 members 
Mstep: Class 7 contains 44504 members 
Mstep: Class 8 contains 11602 members 
Mstep: Class 9 contains 25823 members 
Mstep: Class 10 contains 4784 members 
Mstep: Class 11 contains 28983 members 
Mstep: Class 12 contains 1642 members 
Mstep: Class 13 contains 6287 members 
Mstep: Class 14 contains 67457 members 
Mstep: Class 15 contains 1129 members 
Mstep: Class 16 contains 2535 members 
Mstep: Class 17 contains 6362 members 
Mstep: Class 18 contains 39968 members 
Mstep: Class 19 contains 7279 members 
Mstep: Class 20 contains 17238 members 
Mstep: Class 21 contains 21870 members 
Mstep: Class 22 contains 24099 members 
Mstep: Class 23 contains 18863 members 
Mstep: Class 24 contains 53619 members 
Mstep: Class 25 contains 2643 members 
Mstep: Class 26 contains 1544 members 
Mstep: Class 27 contains 6796 members 
Mstep: Class 28 contains 1102 members 
Mstep: Class 29 contains 9329 members 
Mstep: Class 30 contains 21960 members 
Mstep: Class 31 contains 85139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80953368.000000 Penalty: 61859.550781
Iteration 70Q: 32 clusters Score -8.095337e+07 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 47181 members 
Mstep: Class 3 contains 3918 members 
Mstep: Class 4 contains 83445 members 
Mstep: Class 5 contains 11776 members 
Mstep: Class 6 contains 484 members 
Mstep: Class 7 contains 44556 members 
Mstep: Class 8 contains 11608 members 
Mstep: Class 9 contains 25823 members 
Mstep: Class 10 contains 4767 members 
Mstep: Class 11 contains 28980 members 
Mstep: Class 12 contains 1640 members 
Mstep: Class 13 contains 6218 members 
Mstep: Class 14 contains 67418 members 
Mstep: Class 15 contains 1129 members 
Mstep: Class 16 contains 2539 members 
Mstep: Class 17 contains 6505 members 
Mstep: Class 18 contains 39795 members 
Mstep: Class 19 contains 7337 members 
Mstep: Class 20 contains 17185 members 
Mstep: Class 21 contains 21869 members 
Mstep: Class 22 contains 24067 members 
Mstep: Class 23 contains 18861 members 
Mstep: Class 24 contains 53281 members 
Mstep: Class 25 contains 2642 members 
Mstep: Class 26 contains 1544 members 
Mstep: Class 27 contains 6804 members 
Mstep: Class 28 contains 1100 members 
Mstep: Class 29 contains 9332 members 
Mstep: Class 30 contains 21957 members 
Mstep: Class 31 contains 85576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80953920.000000 Penalty: 61859.550781
Iteration 71Q: 32 clusters Score -8.095392e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 47154 members 
Mstep: Class 3 contains 3915 members 
Mstep: Class 4 contains 83480 members 
Mstep: Class 5 contains 11789 members 
Mstep: Class 6 contains 484 members 
Mstep: Class 7 contains 44598 members 
Mstep: Class 8 contains 11622 members 
Mstep: Class 9 contains 25822 members 
Mstep: Class 10 contains 4755 members 
Mstep: Class 11 contains 28969 members 
Mstep: Class 12 contains 1639 members 
Mstep: Class 13 contains 6143 members 
Mstep: Class 14 contains 67358 members 
Mstep: Class 15 contains 1129 members 
Mstep: Class 16 contains 2538 members 
Mstep: Class 17 contains 6649 members 
Mstep: Class 18 contains 39665 members 
Mstep: Class 19 contains 7392 members 
Mstep: Class 20 contains 17141 members 
Mstep: Class 21 contains 21870 members 
Mstep: Class 22 contains 24043 members 
Mstep: Class 23 contains 18859 members 
Mstep: Class 24 contains 53056 members 
Mstep: Class 25 contains 2642 members 
Mstep: Class 26 contains 1544 members 
Mstep: Class 27 contains 6806 members 
Mstep: Class 28 contains 1097 members 
Mstep: Class 29 contains 9334 members 
Mstep: Class 30 contains 21954 members 
Mstep: Class 31 contains 85885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80954312.000000 Penalty: 61859.550781
Iteration 72Q: 32 clusters Score -8.095431e+07 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 47145 members 
Mstep: Class 3 contains 3915 members 
Mstep: Class 4 contains 83563 members 
Mstep: Class 5 contains 11795 members 
Mstep: Class 6 contains 484 members 
Mstep: Class 7 contains 44630 members 
Mstep: Class 8 contains 11640 members 
Mstep: Class 9 contains 25826 members 
Mstep: Class 10 contains 4738 members 
Mstep: Class 11 contains 28957 members 
Mstep: Class 12 contains 1634 members 
Mstep: Class 13 contains 6035 members 
Mstep: Class 14 contains 67300 members 
Mstep: Class 15 contains 1129 members 
Mstep: Class 16 contains 2538 members 
Mstep: Class 17 contains 6781 members 
Mstep: Class 18 contains 39541 members 
Mstep: Class 19 contains 7416 members 
Mstep: Class 20 contains 17107 members 
Mstep: Class 21 contains 21869 members 
Mstep: Class 22 contains 24032 members 
Mstep: Class 23 contains 18857 members 
Mstep: Class 24 contains 52959 members 
Mstep: Class 25 contains 2640 members 
Mstep: Class 26 contains 1544 members 
Mstep: Class 27 contains 6814 members 
Mstep: Class 28 contains 1097 members 
Mstep: Class 29 contains 9334 members 
Mstep: Class 30 contains 21953 members 
Mstep: Class 31 contains 86056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80954216.000000 Penalty: 61859.550781
Iteration 73Q: 32 clusters Score -8.095422e+07 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 47123 members 
Mstep: Class 3 contains 3917 members 
Mstep: Class 4 contains 83663 members 
Mstep: Class 5 contains 11809 members 
Mstep: Class 6 contains 484 members 
Mstep: Class 7 contains 44655 members 
Mstep: Class 8 contains 11645 members 
Mstep: Class 9 contains 25827 members 
Mstep: Class 10 contains 4729 members 
Mstep: Class 11 contains 28933 members 
Mstep: Class 12 contains 1636 members 
Mstep: Class 13 contains 5931 members 
Mstep: Class 14 contains 67253 members 
Mstep: Class 15 contains 1129 members 
Mstep: Class 16 contains 2546 members 
Mstep: Class 17 contains 6903 members 
Mstep: Class 18 contains 39409 members 
Mstep: Class 19 contains 7449 members 
Mstep: Class 20 contains 17082 members 
Mstep: Class 21 contains 21869 members 
Mstep: Class 22 contains 24036 members 
Mstep: Class 23 contains 18857 members 
Mstep: Class 24 contains 52912 members 
Mstep: Class 25 contains 2640 members 
Mstep: Class 26 contains 1544 members 
Mstep: Class 27 contains 6804 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 9336 members 
Mstep: Class 30 contains 21950 members 
Mstep: Class 31 contains 86159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80954376.000000 Penalty: 61859.550781
Iteration 74Q: 32 clusters Score -8.095438e+07 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 47099 members 
Mstep: Class 3 contains 3920 members 
Mstep: Class 4 contains 83773 members 
Mstep: Class 5 contains 11826 members 
Mstep: Class 6 contains 484 members 
Mstep: Class 7 contains 44674 members 
Mstep: Class 8 contains 11650 members 
Mstep: Class 9 contains 25834 members 
Mstep: Class 10 contains 4721 members 
Mstep: Class 11 contains 28893 members 
Mstep: Class 12 contains 1636 members 
Mstep: Class 13 contains 5835 members 
Mstep: Class 14 contains 67204 members 
Mstep: Class 15 contains 1129 members 
Mstep: Class 16 contains 2555 members 
Mstep: Class 17 contains 7008 members 
Mstep: Class 18 contains 39298 members 
Mstep: Class 19 contains 7486 members 
Mstep: Class 20 contains 17049 members 
Mstep: Class 21 contains 21870 members 
Mstep: Class 22 contains 24040 members 
Mstep: Class 23 contains 18862 members 
Mstep: Class 24 contains 52969 members 
Mstep: Class 25 contains 2640 members 
Mstep: Class 26 contains 1544 members 
Mstep: Class 27 contains 6793 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 9335 members 
Mstep: Class 30 contains 21947 members 
Mstep: Class 31 contains 86158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80954576.000000 Penalty: 61859.550781
Iteration 75Q: 32 clusters Score -8.095458e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 47088 members 
Mstep: Class 3 contains 3920 members 
Mstep: Class 4 contains 83886 members 
Mstep: Class 5 contains 11837 members 
Mstep: Class 6 contains 484 members 
Mstep: Class 7 contains 44679 members 
Mstep: Class 8 contains 11662 members 
Mstep: Class 9 contains 25836 members 
Mstep: Class 10 contains 4722 members 
Mstep: Class 11 contains 28881 members 
Mstep: Class 12 contains 1637 members 
Mstep: Class 13 contains 5748 members 
Mstep: Class 14 contains 67161 members 
Mstep: Class 15 contains 1129 members 
Mstep: Class 16 contains 2560 members 
Mstep: Class 17 contains 7103 members 
Mstep: Class 18 contains 39196 members 
Mstep: Class 19 contains 7508 members 
Mstep: Class 20 contains 17007 members 
Mstep: Class 21 contains 21871 members 
Mstep: Class 22 contains 24031 members 
Mstep: Class 23 contains 18863 members 
Mstep: Class 24 contains 53085 members 
Mstep: Class 25 contains 2640 members 
Mstep: Class 26 contains 1544 members 
Mstep: Class 27 contains 6787 members 
Mstep: Class 28 contains 1098 members 
Mstep: Class 29 contains 9335 members 
Mstep: Class 30 contains 21949 members 
Mstep: Class 31 contains 86082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80954680.000000 Penalty: 61859.550781
Iteration 76Q: 32 clusters Score -8.095468e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 47087 members 
Mstep: Class 3 contains 3921 members 
Mstep: Class 4 contains 84025 members 
Mstep: Class 5 contains 11849 members 
Mstep: Class 6 contains 484 members 
Mstep: Class 7 contains 44691 members 
Mstep: Class 8 contains 11662 members 
Mstep: Class 9 contains 25831 members 
Mstep: Class 10 contains 4715 members 
Mstep: Class 11 contains 28841 members 
Mstep: Class 12 contains 1637 members 
Mstep: Class 13 contains 5636 members 
Mstep: Class 14 contains 67132 members 
Mstep: Class 15 contains 1129 members 
Mstep: Class 16 contains 2565 members 
Mstep: Class 17 contains 7198 members 
Mstep: Class 18 contains 39087 members 
Mstep: Class 19 contains 7534 members 
Mstep: Class 20 contains 16985 members 
Mstep: Class 21 contains 21872 members 
Mstep: Class 22 contains 24000 members 
Mstep: Class 23 contains 18867 members 
Mstep: Class 24 contains 53298 members 
Mstep: Class 25 contains 2642 members 
Mstep: Class 26 contains 1544 members 
Mstep: Class 27 contains 6777 members 
Mstep: Class 28 contains 1098 members 
Mstep: Class 29 contains 9334 members 
Mstep: Class 30 contains 21950 members 
Mstep: Class 31 contains 85935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80954992.000000 Penalty: 61859.550781
Iteration 77Q: 32 clusters Score -8.095499e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 47058 members 
Mstep: Class 3 contains 3921 members 
Mstep: Class 4 contains 84170 members 
Mstep: Class 5 contains 11860 members 
Mstep: Class 6 contains 484 members 
Mstep: Class 7 contains 44706 members 
Mstep: Class 8 contains 11665 members 
Mstep: Class 9 contains 25822 members 
Mstep: Class 10 contains 4708 members 
Mstep: Class 11 contains 28809 members 
Mstep: Class 12 contains 1636 members 
Mstep: Class 13 contains 5485 members 
Mstep: Class 14 contains 67120 members 
Mstep: Class 15 contains 1129 members 
Mstep: Class 16 contains 2567 members 
Mstep: Class 17 contains 7282 members 
Mstep: Class 18 contains 38972 members 
Mstep: Class 19 contains 7567 members 
Mstep: Class 20 contains 16961 members 
Mstep: Class 21 contains 21873 members 
Mstep: Class 22 contains 23983 members 
Mstep: Class 23 contains 18871 members 
Mstep: Class 24 contains 53564 members 
Mstep: Class 25 contains 2642 members 
Mstep: Class 26 contains 1544 members 
Mstep: Class 27 contains 6768 members 
Mstep: Class 28 contains 1096 members 
Mstep: Class 29 contains 9334 members 
Mstep: Class 30 contains 21951 members 
Mstep: Class 31 contains 85772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80955392.000000 Penalty: 61859.550781
Iteration 78Q: 32 clusters Score -8.095539e+07 nChanged 2053
Entering ConstructFrom: 
Score: -80955392.000000 Penalty: 61859.550781
Entering ConstructFrom: 
Trying to split cluster 1 (7594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Entering Unmasked Estep 
Score: -908880.250000 Penalty: 1329.544922
	Iteration 0F: 2 clusters Score -908880.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -903639.437500 Penalty: 2659.089844
	Iteration 0F: 3 clusters Score -903639.4 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -905297.000000 Penalty: 2659.089844
	Iteration 1F: 3 clusters Score -905297 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -905556.437500 Penalty: 2659.089844
	Iteration 2F: 3 clusters Score -905556.4 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -905769.562500 Penalty: 2659.089844
	Iteration 3F: 3 clusters Score -905769.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -905991.437500 Penalty: 2659.089844
	Iteration 4Q: 3 clusters Score -905991.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -906188.562500 Penalty: 2659.089844
	Iteration 5Q: 3 clusters Score -906188.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -906380.500000 Penalty: 2659.089844
	Iteration 6Q: 3 clusters Score -906380.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -906547.250000 Penalty: 2659.089844
	Iteration 7Q: 3 clusters Score -906547.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -906691.562500 Penalty: 2659.089844
	Iteration 8Q: 3 clusters Score -906691.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -906850.625000 Penalty: 2659.089844
	Iteration 9Q: 3 clusters Score -906850.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -906993.937500 Penalty: 2659.089844
	Iteration 10Q: 3 clusters Score -906993.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -907133.812500 Penalty: 2659.089844
	Iteration 11Q: 3 clusters Score -907133.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -907280.750000 Penalty: 2659.089844
	Iteration 12Q: 3 clusters Score -907280.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -907400.687500 Penalty: 2659.089844
	Iteration 13Q: 3 clusters Score -907400.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -907500.437500 Penalty: 2659.089844
	Iteration 14Q: 3 clusters Score -907500.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -907576.250000 Penalty: 2659.089844
	Iteration 15Q: 3 clusters Score -907576.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -907622.687500 Penalty: 2659.089844
	Iteration 16Q: 3 clusters Score -907622.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -907656.875000 Penalty: 2659.089844
	Iteration 17Q: 3 clusters Score -907656.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -907687.750000 Penalty: 2659.089844
	Iteration 18Q: 3 clusters Score -907687.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -907716.937500 Penalty: 2659.089844
	Iteration 19Q: 3 clusters Score -907716.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -907746.250000 Penalty: 2659.089844
	Iteration 20F: 3 clusters Score -907746.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -907768.937500 Penalty: 2659.089844
	Iteration 21Q: 3 clusters Score -907768.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -907803.687500 Penalty: 2659.089844
	Iteration 22Q: 3 clusters Score -907803.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -907839.812500 Penalty: 2659.089844
	Iteration 23Q: 3 clusters Score -907839.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -907872.625000 Penalty: 2659.089844
	Iteration 24Q: 3 clusters Score -907872.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -907904.375000 Penalty: 2659.089844
	Iteration 25Q: 3 clusters Score -907904.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -907926.312500 Penalty: 2659.089844
	Iteration 26Q: 3 clusters Score -907926.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -907941.125000 Penalty: 2659.089844
	Iteration 27Q: 3 clusters Score -907941.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -907954.125000 Penalty: 2659.089844
	Iteration 28Q: 3 clusters Score -907954.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -907965.375000 Penalty: 2659.089844
	Iteration 29Q: 3 clusters Score -907965.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -907974.750000 Penalty: 2659.089844
	Iteration 30Q: 3 clusters Score -907974.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -907981.187500 Penalty: 2659.089844
	Iteration 31Q: 3 clusters Score -907981.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -907986.375000 Penalty: 2659.089844
	Iteration 32Q: 3 clusters Score -907986.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -907989.125000 Penalty: 2659.089844
	Iteration 33Q: 3 clusters Score -907989.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -907992.375000 Penalty: 2659.089844
	Iteration 34Q: 3 clusters Score -907992.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -907995.250000 Penalty: 2659.089844
	Iteration 35Q: 3 clusters Score -907995.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -907998.312500 Penalty: 2659.089844
	Iteration 36Q: 3 clusters Score -907998.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -908004.250000 Penalty: 2659.089844
	Iteration 37Q: 3 clusters Score -908004.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -908005.625000 Penalty: 2659.089844
	Iteration 38Q: 3 clusters Score -908005.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -908005.937500 Penalty: 2659.089844
	Iteration 39Q: 3 clusters Score -908005.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -908007.625000 Penalty: 2659.089844
	Iteration 40F: 3 clusters Score -908007.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -908008.187500 Penalty: 2659.089844
	Iteration 41Q: 3 clusters Score -908008.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -908008.312500 Penalty: 2659.089844
	Iteration 42Q: 3 clusters Score -908008.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -908010.187500 Penalty: 2659.089844
	Iteration 43Q: 3 clusters Score -908010.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -908010.687500 Penalty: 2659.089844
	Iteration 44Q: 3 clusters Score -908010.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -908009.687500 Penalty: 2659.089844
	Iteration 45Q: 3 clusters Score -908009.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -908010.875000 Penalty: 2659.089844
	Iteration 46Q: 3 clusters Score -908010.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -908011.625000 Penalty: 2659.089844
	Iteration 47Q: 3 clusters Score -908011.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -908011.437500 Penalty: 2659.089844
	Iteration 48Q: 3 clusters Score -908011.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -908010.375000 Penalty: 2659.089844
	Iteration 49Q: 3 clusters Score -908010.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -908011.250000 Penalty: 2659.089844
	Iteration 50Q: 3 clusters Score -908011.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -908011.250000 Penalty: 2659.089844
	Iteration 51F: 3 clusters Score -908011.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (47032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47032 members 
Entering Unmasked Estep 
Score: -5782002.500000 Penalty: 1600.877197
	Iteration 0F: 2 clusters Score -5782002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23568 members 
Mstep: Class 2 contains 23464 members 
Entering Unmasked Estep 
Score: -5751781.500000 Penalty: 3201.754395
	Iteration 0F: 3 clusters Score -5751782 nChanged 21614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23758 members 
Mstep: Class 2 contains 23274 members 
Entering Unmasked Estep 
Score: -5764031.500000 Penalty: 3201.754395
	Iteration 1F: 3 clusters Score -5764032 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23856 members 
Mstep: Class 2 contains 23176 members 
Entering Unmasked Estep 
Score: -5764782.000000 Penalty: 3201.754395
	Iteration 2Q: 3 clusters Score -5764782 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24071 members 
Mstep: Class 2 contains 22961 members 
Entering Unmasked Estep 
Score: -5765553.500000 Penalty: 3201.754395
	Iteration 3Q: 3 clusters Score -5765554 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24297 members 
Mstep: Class 2 contains 22735 members 
Entering Unmasked Estep 
Score: -5766383.500000 Penalty: 3201.754395
	Iteration 4Q: 3 clusters Score -5766384 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24610 members 
Mstep: Class 2 contains 22422 members 
Entering Unmasked Estep 
Score: -5767245.000000 Penalty: 3201.754395
	Iteration 5Q: 3 clusters Score -5767245 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25080 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -5768187.000000 Penalty: 3201.754395
	Iteration 6Q: 3 clusters Score -5768187 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25698 members 
Mstep: Class 2 contains 21334 members 
Entering Unmasked Estep 
Score: -5769141.000000 Penalty: 3201.754395
	Iteration 7Q: 3 clusters Score -5769141 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26429 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -5770284.500000 Penalty: 3201.754395
	Iteration 8Q: 3 clusters Score -5770284 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27244 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -5771581.000000 Penalty: 3201.754395
	Iteration 9Q: 3 clusters Score -5771581 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28060 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -5772777.000000 Penalty: 3201.754395
	Iteration 10Q: 3 clusters Score -5772777 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28827 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -5773810.000000 Penalty: 3201.754395
	Iteration 11Q: 3 clusters Score -5773810 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29526 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -5774508.500000 Penalty: 3201.754395
	Iteration 12Q: 3 clusters Score -5774508 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30112 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -5774932.000000 Penalty: 3201.754395
	Iteration 13Q: 3 clusters Score -5774932 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30625 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -5775147.500000 Penalty: 3201.754395
	Iteration 14Q: 3 clusters Score -5775148 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31121 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -5775338.500000 Penalty: 3201.754395
	Iteration 15Q: 3 clusters Score -5775338 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31643 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -5775475.500000 Penalty: 3201.754395
	Iteration 16Q: 3 clusters Score -5775476 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32205 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -5775641.000000 Penalty: 3201.754395
	Iteration 17Q: 3 clusters Score -5775641 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32725 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -5775761.500000 Penalty: 3201.754395
	Iteration 18Q: 3 clusters Score -5775762 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33258 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -5775905.500000 Penalty: 3201.754395
	Iteration 19Q: 3 clusters Score -5775906 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33807 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -5776076.000000 Penalty: 3201.754395
	Iteration 20F: 3 clusters Score -5776076 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34391 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -5776271.500000 Penalty: 3201.754395
	Iteration 21Q: 3 clusters Score -5776272 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34980 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -5776444.000000 Penalty: 3201.754395
	Iteration 22Q: 3 clusters Score -5776444 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35544 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -5776603.000000 Penalty: 3201.754395
	Iteration 23Q: 3 clusters Score -5776603 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36140 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -5776797.500000 Penalty: 3201.754395
	Iteration 24Q: 3 clusters Score -5776798 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36756 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -5776984.000000 Penalty: 3201.754395
	Iteration 25Q: 3 clusters Score -5776984 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37408 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -5777210.500000 Penalty: 3201.754395
	Iteration 26Q: 3 clusters Score -5777210 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38062 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -5777447.500000 Penalty: 3201.754395
	Iteration 27Q: 3 clusters Score -5777448 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38725 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -5777734.500000 Penalty: 3201.754395
	Iteration 28Q: 3 clusters Score -5777734 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39390 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -5777987.500000 Penalty: 3201.754395
	Iteration 29Q: 3 clusters Score -5777988 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40051 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -5778282.500000 Penalty: 3201.754395
	Iteration 30Q: 3 clusters Score -5778282 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40718 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -5778609.500000 Penalty: 3201.754395
	Iteration 31Q: 3 clusters Score -5778610 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41401 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -5778921.500000 Penalty: 3201.754395
	Iteration 32Q: 3 clusters Score -5778922 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42022 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -5779203.500000 Penalty: 3201.754395
	Iteration 33Q: 3 clusters Score -5779204 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42573 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -5779439.000000 Penalty: 3201.754395
	Iteration 34Q: 3 clusters Score -5779439 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43065 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -5779689.000000 Penalty: 3201.754395
	Iteration 35Q: 3 clusters Score -5779689 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43523 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -5779958.000000 Penalty: 3201.754395
	Iteration 36Q: 3 clusters Score -5779958 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43901 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -5780171.500000 Penalty: 3201.754395
	Iteration 37Q: 3 clusters Score -5780172 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44229 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -5780359.500000 Penalty: 3201.754395
	Iteration 38Q: 3 clusters Score -5780360 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44509 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -5780541.000000 Penalty: 3201.754395
	Iteration 39Q: 3 clusters Score -5780541 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44712 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -5780664.000000 Penalty: 3201.754395
	Iteration 40F: 3 clusters Score -5780664 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44867 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -5780761.000000 Penalty: 3201.754395
	Iteration 41Q: 3 clusters Score -5780761 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44985 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -5780800.000000 Penalty: 3201.754395
	Iteration 42Q: 3 clusters Score -5780800 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45093 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -5780847.000000 Penalty: 3201.754395
	Iteration 43Q: 3 clusters Score -5780847 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45165 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -5780863.000000 Penalty: 3201.754395
	Iteration 44Q: 3 clusters Score -5780863 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45219 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -5780881.000000 Penalty: 3201.754395
	Iteration 45Q: 3 clusters Score -5780881 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45271 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -5780893.000000 Penalty: 3201.754395
	Iteration 46Q: 3 clusters Score -5780893 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45323 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -5780912.500000 Penalty: 3201.754395
	Iteration 47Q: 3 clusters Score -5780912 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45372 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -5780940.000000 Penalty: 3201.754395
	Iteration 48Q: 3 clusters Score -5780940 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45413 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -5780947.000000 Penalty: 3201.754395
	Iteration 49Q: 3 clusters Score -5780947 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45457 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -5780958.500000 Penalty: 3201.754395
	Iteration 50Q: 3 clusters Score -5780958 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45499 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -5780972.500000 Penalty: 3201.754395
	Iteration 51Q: 3 clusters Score -5780972 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45535 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -5780982.000000 Penalty: 3201.754395
	Iteration 52Q: 3 clusters Score -5780982 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45566 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -5781006.500000 Penalty: 3201.754395
	Iteration 53Q: 3 clusters Score -5781006 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45585 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -5781010.500000 Penalty: 3201.754395
	Iteration 54Q: 3 clusters Score -5781010 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45603 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -5781014.500000 Penalty: 3201.754395
	Iteration 55Q: 3 clusters Score -5781014 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45620 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -5781019.500000 Penalty: 3201.754395
	Iteration 56Q: 3 clusters Score -5781020 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45638 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -5781028.000000 Penalty: 3201.754395
	Iteration 57Q: 3 clusters Score -5781028 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45653 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -5781029.000000 Penalty: 3201.754395
	Iteration 58Q: 3 clusters Score -5781029 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45670 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -5781049.000000 Penalty: 3201.754395
	Iteration 59Q: 3 clusters Score -5781049 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45687 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -5781056.500000 Penalty: 3201.754395
	Iteration 60F: 3 clusters Score -5781056 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45703 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -5781050.000000 Penalty: 3201.754395
	Iteration 61Q: 3 clusters Score -5781050 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45717 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -5781045.000000 Penalty: 3201.754395
	Iteration 62Q: 3 clusters Score -5781045 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45732 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -5781057.000000 Penalty: 3201.754395
	Iteration 63Q: 3 clusters Score -5781057 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45741 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -5781074.000000 Penalty: 3201.754395
	Iteration 64Q: 3 clusters Score -5781074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45747 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -5781068.500000 Penalty: 3201.754395
	Iteration 65Q: 3 clusters Score -5781068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45751 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -5781075.000000 Penalty: 3201.754395
	Iteration 66Q: 3 clusters Score -5781075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45756 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -5781077.000000 Penalty: 3201.754395
	Iteration 67Q: 3 clusters Score -5781077 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45763 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -5781081.000000 Penalty: 3201.754395
	Iteration 68Q: 3 clusters Score -5781081 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45768 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -5781084.500000 Penalty: 3201.754395
	Iteration 69Q: 3 clusters Score -5781084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45774 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -5781085.000000 Penalty: 3201.754395
	Iteration 70Q: 3 clusters Score -5781085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45778 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -5781089.000000 Penalty: 3201.754395
	Iteration 71Q: 3 clusters Score -5781089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45780 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -5781090.500000 Penalty: 3201.754395
	Iteration 72Q: 3 clusters Score -5781090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45780 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -5781090.500000 Penalty: 3201.754395
	Iteration 73Q: 3 clusters Score -5781090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45779 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -5781093.000000 Penalty: 3201.754395
	Iteration 74Q: 3 clusters Score -5781093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45779 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -5781093.000000 Penalty: 3201.754395
	Iteration 75F: 3 clusters Score -5781093 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Entering Unmasked Estep 
Score: -456914.031250 Penalty: 1231.186401
	Iteration 0F: 2 clusters Score -456914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -453883.937500 Penalty: 2462.372803
	Iteration 0F: 3 clusters Score -453883.9 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -454729.093750 Penalty: 2462.372803
	Iteration 1F: 3 clusters Score -454729.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -454982.187500 Penalty: 2462.372803
	Iteration 2F: 3 clusters Score -454982.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -455147.687500 Penalty: 2462.372803
	Iteration 3F: 3 clusters Score -455147.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -455263.593750 Penalty: 2462.372803
	Iteration 4Q: 3 clusters Score -455263.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -455335.000000 Penalty: 2462.372803
	Iteration 5Q: 3 clusters Score -455335 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -455390.125000 Penalty: 2462.372803
	Iteration 6Q: 3 clusters Score -455390.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -455442.000000 Penalty: 2462.372803
	Iteration 7Q: 3 clusters Score -455442 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -455484.531250 Penalty: 2462.372803
	Iteration 8Q: 3 clusters Score -455484.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -455518.406250 Penalty: 2462.372803
	Iteration 9Q: 3 clusters Score -455518.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -455547.312500 Penalty: 2462.372803
	Iteration 10Q: 3 clusters Score -455547.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -455583.125000 Penalty: 2462.372803
	Iteration 11Q: 3 clusters Score -455583.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -455615.906250 Penalty: 2462.372803
	Iteration 12Q: 3 clusters Score -455615.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -455662.343750 Penalty: 2462.372803
	Iteration 13Q: 3 clusters Score -455662.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -455697.875000 Penalty: 2462.372803
	Iteration 14Q: 3 clusters Score -455697.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -455736.062500 Penalty: 2462.372803
	Iteration 15Q: 3 clusters Score -455736.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -455779.000000 Penalty: 2462.372803
	Iteration 16Q: 3 clusters Score -455779 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -455822.968750 Penalty: 2462.372803
	Iteration 17Q: 3 clusters Score -455823 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -455868.093750 Penalty: 2462.372803
	Iteration 18Q: 3 clusters Score -455868.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -455938.062500 Penalty: 2462.372803
	Iteration 19Q: 3 clusters Score -455938.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -455997.375000 Penalty: 2462.372803
	Iteration 20F: 3 clusters Score -455997.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -456044.906250 Penalty: 2462.372803
	Iteration 21Q: 3 clusters Score -456044.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -456076.500000 Penalty: 2462.372803
	Iteration 22Q: 3 clusters Score -456076.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -456106.250000 Penalty: 2462.372803
	Iteration 23Q: 3 clusters Score -456106.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -456135.250000 Penalty: 2462.372803
	Iteration 24Q: 3 clusters Score -456135.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -456161.250000 Penalty: 2462.372803
	Iteration 25Q: 3 clusters Score -456161.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -456181.531250 Penalty: 2462.372803
	Iteration 26Q: 3 clusters Score -456181.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -456192.843750 Penalty: 2462.372803
	Iteration 27Q: 3 clusters Score -456192.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -456196.781250 Penalty: 2462.372803
	Iteration 28Q: 3 clusters Score -456196.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -456201.781250 Penalty: 2462.372803
	Iteration 29Q: 3 clusters Score -456201.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -456204.406250 Penalty: 2462.372803
	Iteration 30Q: 3 clusters Score -456204.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -456208.375000 Penalty: 2462.372803
	Iteration 31Q: 3 clusters Score -456208.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -456211.625000 Penalty: 2462.372803
	Iteration 32Q: 3 clusters Score -456211.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -456215.843750 Penalty: 2462.372803
	Iteration 33Q: 3 clusters Score -456215.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -456216.593750 Penalty: 2462.372803
	Iteration 34Q: 3 clusters Score -456216.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -456218.312500 Penalty: 2462.372803
	Iteration 35Q: 3 clusters Score -456218.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -456218.656250 Penalty: 2462.372803
	Iteration 36Q: 3 clusters Score -456218.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -456219.218750 Penalty: 2462.372803
	Iteration 37Q: 3 clusters Score -456219.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -456219.218750 Penalty: 2462.372803
	Iteration 38F: 3 clusters Score -456219.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (84323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84323 members 
Entering Unmasked Estep 
Score: -10614381.000000 Penalty: 1687.750610
	Iteration 0F: 2 clusters Score -1.061438e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42218 members 
Mstep: Class 2 contains 42105 members 
Entering Unmasked Estep 
Score: -10568361.000000 Penalty: 3375.501221
	Iteration 0F: 3 clusters Score -1.056836e+07 nChanged 39855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42241 members 
Mstep: Class 2 contains 42082 members 
Entering Unmasked Estep 
Score: -10590937.000000 Penalty: 3375.501221
	Iteration 1F: 3 clusters Score -1.059094e+07 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41615 members 
Mstep: Class 2 contains 42708 members 
Entering Unmasked Estep 
Score: -10591711.000000 Penalty: 3375.501221
	Iteration 2Q: 3 clusters Score -1.059171e+07 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40522 members 
Mstep: Class 2 contains 43801 members 
Entering Unmasked Estep 
Score: -10592746.000000 Penalty: 3375.501221
	Iteration 3Q: 3 clusters Score -1.059275e+07 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38844 members 
Mstep: Class 2 contains 45479 members 
Entering Unmasked Estep 
Score: -10594488.000000 Penalty: 3375.501221
	Iteration 4Q: 3 clusters Score -1.059449e+07 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36347 members 
Mstep: Class 2 contains 47976 members 
Entering Unmasked Estep 
Score: -10597273.000000 Penalty: 3375.501221
	Iteration 5F: 3 clusters Score -1.059727e+07 nChanged 6072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33135 members 
Mstep: Class 2 contains 51188 members 
Entering Unmasked Estep 
Score: -10600859.000000 Penalty: 3375.501221
	Iteration 6F: 3 clusters Score -1.060086e+07 nChanged 6548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29643 members 
Mstep: Class 2 contains 54680 members 
Entering Unmasked Estep 
Score: -10604780.000000 Penalty: 3375.501221
	Iteration 7F: 3 clusters Score -1.060478e+07 nChanged 6011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26526 members 
Mstep: Class 2 contains 57797 members 
Entering Unmasked Estep 
Score: -10608530.000000 Penalty: 3375.501221
	Iteration 8F: 3 clusters Score -1.060853e+07 nChanged 4888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24348 members 
Mstep: Class 2 contains 59975 members 
Entering Unmasked Estep 
Score: -10611532.000000 Penalty: 3375.501221
	Iteration 9F: 3 clusters Score -1.061153e+07 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23027 members 
Mstep: Class 2 contains 61296 members 
Entering Unmasked Estep 
Score: -10614357.000000 Penalty: 3375.501221
	Iteration 10Q: 3 clusters Score -1.061436e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 61979 members 
Entering Unmasked Estep 
Score: -10616356.000000 Penalty: 3375.501221
	Iteration 11Q: 3 clusters Score -1.061636e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22059 members 
Mstep: Class 2 contains 62264 members 
Entering Unmasked Estep 
Score: -10617110.000000 Penalty: 3375.501221
	Iteration 12Q: 3 clusters Score -1.061711e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 62352 members 
Entering Unmasked Estep 
Score: -10617449.000000 Penalty: 3375.501221
	Iteration 13Q: 3 clusters Score -1.061745e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21967 members 
Mstep: Class 2 contains 62356 members 
Entering Unmasked Estep 
Score: -10617578.000000 Penalty: 3375.501221
	Iteration 14Q: 3 clusters Score -1.061758e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 62318 members 
Entering Unmasked Estep 
Score: -10617704.000000 Penalty: 3375.501221
	Iteration 15Q: 3 clusters Score -1.06177e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22100 members 
Mstep: Class 2 contains 62223 members 
Entering Unmasked Estep 
Score: -10617768.000000 Penalty: 3375.501221
	Iteration 16Q: 3 clusters Score -1.061777e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22205 members 
Mstep: Class 2 contains 62118 members 
Entering Unmasked Estep 
Score: -10617834.000000 Penalty: 3375.501221
	Iteration 17Q: 3 clusters Score -1.061783e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22308 members 
Mstep: Class 2 contains 62015 members 
Entering Unmasked Estep 
Score: -10617845.000000 Penalty: 3375.501221
	Iteration 18Q: 3 clusters Score -1.061784e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22406 members 
Mstep: Class 2 contains 61917 members 
Entering Unmasked Estep 
Score: -10617895.000000 Penalty: 3375.501221
	Iteration 19Q: 3 clusters Score -1.06179e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22493 members 
Mstep: Class 2 contains 61830 members 
Entering Unmasked Estep 
Score: -10617909.000000 Penalty: 3375.501221
	Iteration 20F: 3 clusters Score -1.061791e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 61751 members 
Entering Unmasked Estep 
Score: -10617910.000000 Penalty: 3375.501221
	Iteration 21Q: 3 clusters Score -1.061791e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 61665 members 
Entering Unmasked Estep 
Score: -10617945.000000 Penalty: 3375.501221
	Iteration 22Q: 3 clusters Score -1.061794e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22751 members 
Mstep: Class 2 contains 61572 members 
Entering Unmasked Estep 
Score: -10617957.000000 Penalty: 3375.501221
	Iteration 23Q: 3 clusters Score -1.061796e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22840 members 
Mstep: Class 2 contains 61483 members 
Entering Unmasked Estep 
Score: -10617943.000000 Penalty: 3375.501221
	Iteration 24Q: 3 clusters Score -1.061794e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 61389 members 
Entering Unmasked Estep 
Score: -10617952.000000 Penalty: 3375.501221
	Iteration 25Q: 3 clusters Score -1.061795e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 61297 members 
Entering Unmasked Estep 
Score: -10617962.000000 Penalty: 3375.501221
	Iteration 26Q: 3 clusters Score -1.061796e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23110 members 
Mstep: Class 2 contains 61213 members 
Entering Unmasked Estep 
Score: -10617980.000000 Penalty: 3375.501221
	Iteration 27Q: 3 clusters Score -1.061798e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23190 members 
Mstep: Class 2 contains 61133 members 
Entering Unmasked Estep 
Score: -10617959.000000 Penalty: 3375.501221
	Iteration 28Q: 3 clusters Score -1.061796e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23274 members 
Mstep: Class 2 contains 61049 members 
Entering Unmasked Estep 
Score: -10617974.000000 Penalty: 3375.501221
	Iteration 29Q: 3 clusters Score -1.061797e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 60972 members 
Entering Unmasked Estep 
Score: -10617982.000000 Penalty: 3375.501221
	Iteration 30Q: 3 clusters Score -1.061798e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23425 members 
Mstep: Class 2 contains 60898 members 
Entering Unmasked Estep 
Score: -10617987.000000 Penalty: 3375.501221
	Iteration 31Q: 3 clusters Score -1.061799e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23499 members 
Mstep: Class 2 contains 60824 members 
Entering Unmasked Estep 
Score: -10617981.000000 Penalty: 3375.501221
	Iteration 32Q: 3 clusters Score -1.061798e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23560 members 
Mstep: Class 2 contains 60763 members 
Entering Unmasked Estep 
Score: -10617981.000000 Penalty: 3375.501221
	Iteration 33Q: 3 clusters Score -1.061798e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23627 members 
Mstep: Class 2 contains 60696 members 
Entering Unmasked Estep 
Score: -10617960.000000 Penalty: 3375.501221
	Iteration 34Q: 3 clusters Score -1.061796e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23691 members 
Mstep: Class 2 contains 60632 members 
Entering Unmasked Estep 
Score: -10617975.000000 Penalty: 3375.501221
	Iteration 35Q: 3 clusters Score -1.061798e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 60575 members 
Entering Unmasked Estep 
Score: -10617978.000000 Penalty: 3375.501221
	Iteration 36Q: 3 clusters Score -1.061798e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23800 members 
Mstep: Class 2 contains 60523 members 
Entering Unmasked Estep 
Score: -10617982.000000 Penalty: 3375.501221
	Iteration 37Q: 3 clusters Score -1.061798e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23845 members 
Mstep: Class 2 contains 60478 members 
Entering Unmasked Estep 
Score: -10617980.000000 Penalty: 3375.501221
	Iteration 38Q: 3 clusters Score -1.061798e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23892 members 
Mstep: Class 2 contains 60431 members 
Entering Unmasked Estep 
Score: -10617953.000000 Penalty: 3375.501221
	Iteration 39Q: 3 clusters Score -1.061795e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23953 members 
Mstep: Class 2 contains 60370 members 
Entering Unmasked Estep 
Score: -10617957.000000 Penalty: 3375.501221
	Iteration 40F: 3 clusters Score -1.061796e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24015 members 
Mstep: Class 2 contains 60308 members 
Entering Unmasked Estep 
Score: -10617966.000000 Penalty: 3375.501221
	Iteration 41Q: 3 clusters Score -1.061797e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 60251 members 
Entering Unmasked Estep 
Score: -10617956.000000 Penalty: 3375.501221
	Iteration 42Q: 3 clusters Score -1.061796e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24134 members 
Mstep: Class 2 contains 60189 members 
Entering Unmasked Estep 
Score: -10617957.000000 Penalty: 3375.501221
	Iteration 43Q: 3 clusters Score -1.061796e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24186 members 
Mstep: Class 2 contains 60137 members 
Entering Unmasked Estep 
Score: -10617971.000000 Penalty: 3375.501221
	Iteration 44Q: 3 clusters Score -1.061797e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24234 members 
Mstep: Class 2 contains 60089 members 
Entering Unmasked Estep 
Score: -10617989.000000 Penalty: 3375.501221
	Iteration 45Q: 3 clusters Score -1.061799e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24286 members 
Mstep: Class 2 contains 60037 members 
Entering Unmasked Estep 
Score: -10617984.000000 Penalty: 3375.501221
	Iteration 46Q: 3 clusters Score -1.061798e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24346 members 
Mstep: Class 2 contains 59977 members 
Entering Unmasked Estep 
Score: -10617988.000000 Penalty: 3375.501221
	Iteration 47Q: 3 clusters Score -1.061799e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24404 members 
Mstep: Class 2 contains 59919 members 
Entering Unmasked Estep 
Score: -10618003.000000 Penalty: 3375.501221
	Iteration 48Q: 3 clusters Score -1.0618e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24465 members 
Mstep: Class 2 contains 59858 members 
Entering Unmasked Estep 
Score: -10617961.000000 Penalty: 3375.501221
	Iteration 49Q: 3 clusters Score -1.061796e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 59798 members 
Entering Unmasked Estep 
Score: -10617981.000000 Penalty: 3375.501221
	Iteration 50Q: 3 clusters Score -1.061798e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 59733 members 
Entering Unmasked Estep 
Score: -10617972.000000 Penalty: 3375.501221
	Iteration 51Q: 3 clusters Score -1.061797e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24645 members 
Mstep: Class 2 contains 59678 members 
Entering Unmasked Estep 
Score: -10617981.000000 Penalty: 3375.501221
	Iteration 52Q: 3 clusters Score -1.061798e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24691 members 
Mstep: Class 2 contains 59632 members 
Entering Unmasked Estep 
Score: -10617950.000000 Penalty: 3375.501221
	Iteration 53Q: 3 clusters Score -1.061795e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24757 members 
Mstep: Class 2 contains 59566 members 
Entering Unmasked Estep 
Score: -10617977.000000 Penalty: 3375.501221
	Iteration 54Q: 3 clusters Score -1.061798e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 59496 members 
Entering Unmasked Estep 
Score: -10617961.000000 Penalty: 3375.501221
	Iteration 55Q: 3 clusters Score -1.061796e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24885 members 
Mstep: Class 2 contains 59438 members 
Entering Unmasked Estep 
Score: -10617971.000000 Penalty: 3375.501221
	Iteration 56Q: 3 clusters Score -1.061797e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24941 members 
Mstep: Class 2 contains 59382 members 
Entering Unmasked Estep 
Score: -10617983.000000 Penalty: 3375.501221
	Iteration 57Q: 3 clusters Score -1.061798e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24993 members 
Mstep: Class 2 contains 59330 members 
Entering Unmasked Estep 
Score: -10618007.000000 Penalty: 3375.501221
	Iteration 58Q: 3 clusters Score -1.061801e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25048 members 
Mstep: Class 2 contains 59275 members 
Entering Unmasked Estep 
Score: -10618004.000000 Penalty: 3375.501221
	Iteration 59Q: 3 clusters Score -1.0618e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25104 members 
Mstep: Class 2 contains 59219 members 
Entering Unmasked Estep 
Score: -10617994.000000 Penalty: 3375.501221
	Iteration 60F: 3 clusters Score -1.061799e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25163 members 
Mstep: Class 2 contains 59160 members 
Entering Unmasked Estep 
Score: -10618006.000000 Penalty: 3375.501221
	Iteration 61Q: 3 clusters Score -1.061801e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25222 members 
Mstep: Class 2 contains 59101 members 
Entering Unmasked Estep 
Score: -10618021.000000 Penalty: 3375.501221
	Iteration 62Q: 3 clusters Score -1.061802e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25281 members 
Mstep: Class 2 contains 59042 members 
Entering Unmasked Estep 
Score: -10618019.000000 Penalty: 3375.501221
	Iteration 63Q: 3 clusters Score -1.061802e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25343 members 
Mstep: Class 2 contains 58980 members 
Entering Unmasked Estep 
Score: -10618042.000000 Penalty: 3375.501221
	Iteration 64Q: 3 clusters Score -1.061804e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25407 members 
Mstep: Class 2 contains 58916 members 
Entering Unmasked Estep 
Score: -10618065.000000 Penalty: 3375.501221
	Iteration 65Q: 3 clusters Score -1.061806e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 58847 members 
Entering Unmasked Estep 
Score: -10618062.000000 Penalty: 3375.501221
	Iteration 66Q: 3 clusters Score -1.061806e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25540 members 
Mstep: Class 2 contains 58783 members 
Entering Unmasked Estep 
Score: -10618072.000000 Penalty: 3375.501221
	Iteration 67Q: 3 clusters Score -1.061807e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25601 members 
Mstep: Class 2 contains 58722 members 
Entering Unmasked Estep 
Score: -10618065.000000 Penalty: 3375.501221
	Iteration 68Q: 3 clusters Score -1.061806e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25672 members 
Mstep: Class 2 contains 58651 members 
Entering Unmasked Estep 
Score: -10618056.000000 Penalty: 3375.501221
	Iteration 69Q: 3 clusters Score -1.061806e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25750 members 
Mstep: Class 2 contains 58573 members 
Entering Unmasked Estep 
Score: -10618039.000000 Penalty: 3375.501221
	Iteration 70Q: 3 clusters Score -1.061804e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25812 members 
Mstep: Class 2 contains 58511 members 
Entering Unmasked Estep 
Score: -10618060.000000 Penalty: 3375.501221
	Iteration 71Q: 3 clusters Score -1.061806e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25875 members 
Mstep: Class 2 contains 58448 members 
Entering Unmasked Estep 
Score: -10618079.000000 Penalty: 3375.501221
	Iteration 72Q: 3 clusters Score -1.061808e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25931 members 
Mstep: Class 2 contains 58392 members 
Entering Unmasked Estep 
Score: -10618087.000000 Penalty: 3375.501221
	Iteration 73Q: 3 clusters Score -1.061809e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25983 members 
Mstep: Class 2 contains 58340 members 
Entering Unmasked Estep 
Score: -10618079.000000 Penalty: 3375.501221
	Iteration 74Q: 3 clusters Score -1.061808e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26054 members 
Mstep: Class 2 contains 58269 members 
Entering Unmasked Estep 
Score: -10618118.000000 Penalty: 3375.501221
	Iteration 75Q: 3 clusters Score -1.061812e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26132 members 
Mstep: Class 2 contains 58191 members 
Entering Unmasked Estep 
Score: -10618113.000000 Penalty: 3375.501221
	Iteration 76Q: 3 clusters Score -1.061811e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26213 members 
Mstep: Class 2 contains 58110 members 
Entering Unmasked Estep 
Score: -10618111.000000 Penalty: 3375.501221
	Iteration 77Q: 3 clusters Score -1.061811e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26293 members 
Mstep: Class 2 contains 58030 members 
Entering Unmasked Estep 
Score: -10618124.000000 Penalty: 3375.501221
	Iteration 78Q: 3 clusters Score -1.061812e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26367 members 
Mstep: Class 2 contains 57956 members 
Entering Unmasked Estep 
Score: -10618131.000000 Penalty: 3375.501221
	Iteration 79Q: 3 clusters Score -1.061813e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26441 members 
Mstep: Class 2 contains 57882 members 
Entering Unmasked Estep 
Score: -10618147.000000 Penalty: 3375.501221
	Iteration 80F: 3 clusters Score -1.061815e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26522 members 
Mstep: Class 2 contains 57801 members 
Entering Unmasked Estep 
Score: -10618120.000000 Penalty: 3375.501221
	Iteration 81Q: 3 clusters Score -1.061812e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26624 members 
Mstep: Class 2 contains 57699 members 
Entering Unmasked Estep 
Score: -10618146.000000 Penalty: 3375.501221
	Iteration 82Q: 3 clusters Score -1.061815e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26719 members 
Mstep: Class 2 contains 57604 members 
Entering Unmasked Estep 
Score: -10618132.000000 Penalty: 3375.501221
	Iteration 83Q: 3 clusters Score -1.061813e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26799 members 
Mstep: Class 2 contains 57524 members 
Entering Unmasked Estep 
Score: -10618136.000000 Penalty: 3375.501221
	Iteration 84Q: 3 clusters Score -1.061814e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26878 members 
Mstep: Class 2 contains 57445 members 
Entering Unmasked Estep 
Score: -10618138.000000 Penalty: 3375.501221
	Iteration 85Q: 3 clusters Score -1.061814e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26946 members 
Mstep: Class 2 contains 57377 members 
Entering Unmasked Estep 
Score: -10618134.000000 Penalty: 3375.501221
	Iteration 86Q: 3 clusters Score -1.061813e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27009 members 
Mstep: Class 2 contains 57314 members 
Entering Unmasked Estep 
Score: -10618148.000000 Penalty: 3375.501221
	Iteration 87Q: 3 clusters Score -1.061815e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27067 members 
Mstep: Class 2 contains 57256 members 
Entering Unmasked Estep 
Score: -10618132.000000 Penalty: 3375.501221
	Iteration 88Q: 3 clusters Score -1.061813e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27120 members 
Mstep: Class 2 contains 57203 members 
Entering Unmasked Estep 
Score: -10618116.000000 Penalty: 3375.501221
	Iteration 89Q: 3 clusters Score -1.061812e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 57155 members 
Entering Unmasked Estep 
Score: -10618120.000000 Penalty: 3375.501221
	Iteration 90Q: 3 clusters Score -1.061812e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27200 members 
Mstep: Class 2 contains 57123 members 
Entering Unmasked Estep 
Score: -10618122.000000 Penalty: 3375.501221
	Iteration 91Q: 3 clusters Score -1.061812e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27238 members 
Mstep: Class 2 contains 57085 members 
Entering Unmasked Estep 
Score: -10618127.000000 Penalty: 3375.501221
	Iteration 92Q: 3 clusters Score -1.061813e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27282 members 
Mstep: Class 2 contains 57041 members 
Entering Unmasked Estep 
Score: -10618122.000000 Penalty: 3375.501221
	Iteration 93Q: 3 clusters Score -1.061812e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27334 members 
Mstep: Class 2 contains 56989 members 
Entering Unmasked Estep 
Score: -10618138.000000 Penalty: 3375.501221
	Iteration 94Q: 3 clusters Score -1.061814e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27399 members 
Mstep: Class 2 contains 56924 members 
Entering Unmasked Estep 
Score: -10618124.000000 Penalty: 3375.501221
	Iteration 95Q: 3 clusters Score -1.061812e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 56856 members 
Entering Unmasked Estep 
Score: -10618132.000000 Penalty: 3375.501221
	Iteration 96Q: 3 clusters Score -1.061813e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27533 members 
Mstep: Class 2 contains 56790 members 
Entering Unmasked Estep 
Score: -10618136.000000 Penalty: 3375.501221
	Iteration 97Q: 3 clusters Score -1.061814e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27591 members 
Mstep: Class 2 contains 56732 members 
Entering Unmasked Estep 
Score: -10618122.000000 Penalty: 3375.501221
	Iteration 98Q: 3 clusters Score -1.061812e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27657 members 
Mstep: Class 2 contains 56666 members 
Entering Unmasked Estep 
Score: -10618138.000000 Penalty: 3375.501221
	Iteration 99Q: 3 clusters Score -1.061814e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27721 members 
Mstep: Class 2 contains 56602 members 
Entering Unmasked Estep 
Score: -10618136.000000 Penalty: 3375.501221
	Iteration 100F: 3 clusters Score -1.061814e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27782 members 
Mstep: Class 2 contains 56541 members 
Entering Unmasked Estep 
Score: -10618122.000000 Penalty: 3375.501221
	Iteration 101Q: 3 clusters Score -1.061812e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27839 members 
Mstep: Class 2 contains 56484 members 
Entering Unmasked Estep 
Score: -10618130.000000 Penalty: 3375.501221
	Iteration 102Q: 3 clusters Score -1.061813e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27897 members 
Mstep: Class 2 contains 56426 members 
Entering Unmasked Estep 
Score: -10618141.000000 Penalty: 3375.501221
	Iteration 103Q: 3 clusters Score -1.061814e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27948 members 
Mstep: Class 2 contains 56375 members 
Entering Unmasked Estep 
Score: -10618140.000000 Penalty: 3375.501221
	Iteration 104Q: 3 clusters Score -1.061814e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27992 members 
Mstep: Class 2 contains 56331 members 
Entering Unmasked Estep 
Score: -10618130.000000 Penalty: 3375.501221
	Iteration 105Q: 3 clusters Score -1.061813e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28030 members 
Mstep: Class 2 contains 56293 members 
Entering Unmasked Estep 
Score: -10618145.000000 Penalty: 3375.501221
	Iteration 106Q: 3 clusters Score -1.061814e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28059 members 
Mstep: Class 2 contains 56264 members 
Entering Unmasked Estep 
Score: -10618133.000000 Penalty: 3375.501221
	Iteration 107Q: 3 clusters Score -1.061813e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28086 members 
Mstep: Class 2 contains 56237 members 
Entering Unmasked Estep 
Score: -10618133.000000 Penalty: 3375.501221
	Iteration 108Q: 3 clusters Score -1.061813e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28118 members 
Mstep: Class 2 contains 56205 members 
Entering Unmasked Estep 
Score: -10618131.000000 Penalty: 3375.501221
	Iteration 109Q: 3 clusters Score -1.061813e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28151 members 
Mstep: Class 2 contains 56172 members 
Entering Unmasked Estep 
Score: -10618125.000000 Penalty: 3375.501221
	Iteration 110Q: 3 clusters Score -1.061812e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28176 members 
Mstep: Class 2 contains 56147 members 
Entering Unmasked Estep 
Score: -10618127.000000 Penalty: 3375.501221
	Iteration 111Q: 3 clusters Score -1.061813e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28206 members 
Mstep: Class 2 contains 56117 members 
Entering Unmasked Estep 
Score: -10618136.000000 Penalty: 3375.501221
	Iteration 112Q: 3 clusters Score -1.061814e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28231 members 
Mstep: Class 2 contains 56092 members 
Entering Unmasked Estep 
Score: -10618130.000000 Penalty: 3375.501221
	Iteration 113Q: 3 clusters Score -1.061813e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28256 members 
Mstep: Class 2 contains 56067 members 
Entering Unmasked Estep 
Score: -10618125.000000 Penalty: 3375.501221
	Iteration 114Q: 3 clusters Score -1.061812e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28285 members 
Mstep: Class 2 contains 56038 members 
Entering Unmasked Estep 
Score: -10618138.000000 Penalty: 3375.501221
	Iteration 115Q: 3 clusters Score -1.061814e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28307 members 
Mstep: Class 2 contains 56016 members 
Entering Unmasked Estep 
Score: -10618132.000000 Penalty: 3375.501221
	Iteration 116Q: 3 clusters Score -1.061813e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28335 members 
Mstep: Class 2 contains 55988 members 
Entering Unmasked Estep 
Score: -10618131.000000 Penalty: 3375.501221
	Iteration 117Q: 3 clusters Score -1.061813e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28355 members 
Mstep: Class 2 contains 55968 members 
Entering Unmasked Estep 
Score: -10618146.000000 Penalty: 3375.501221
	Iteration 118Q: 3 clusters Score -1.061815e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28370 members 
Mstep: Class 2 contains 55953 members 
Entering Unmasked Estep 
Score: -10618145.000000 Penalty: 3375.501221
	Iteration 119Q: 3 clusters Score -1.061814e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28385 members 
Mstep: Class 2 contains 55938 members 
Entering Unmasked Estep 
Score: -10618146.000000 Penalty: 3375.501221
	Iteration 120F: 3 clusters Score -1.061815e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28397 members 
Mstep: Class 2 contains 55926 members 
Entering Unmasked Estep 
Score: -10618128.000000 Penalty: 3375.501221
	Iteration 121Q: 3 clusters Score -1.061813e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28408 members 
Mstep: Class 2 contains 55915 members 
Entering Unmasked Estep 
Score: -10618120.000000 Penalty: 3375.501221
	Iteration 122Q: 3 clusters Score -1.061812e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28416 members 
Mstep: Class 2 contains 55907 members 
Entering Unmasked Estep 
Score: -10618124.000000 Penalty: 3375.501221
	Iteration 123Q: 3 clusters Score -1.061812e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28423 members 
Mstep: Class 2 contains 55900 members 
Entering Unmasked Estep 
Score: -10618124.000000 Penalty: 3375.501221
	Iteration 124Q: 3 clusters Score -1.061812e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28430 members 
Mstep: Class 2 contains 55893 members 
Entering Unmasked Estep 
Score: -10618123.000000 Penalty: 3375.501221
	Iteration 125Q: 3 clusters Score -1.061812e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28438 members 
Mstep: Class 2 contains 55885 members 
Entering Unmasked Estep 
Score: -10618123.000000 Penalty: 3375.501221
	Iteration 126Q: 3 clusters Score -1.061812e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28446 members 
Mstep: Class 2 contains 55877 members 
Entering Unmasked Estep 
Score: -10618124.000000 Penalty: 3375.501221
	Iteration 127Q: 3 clusters Score -1.061812e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28451 members 
Mstep: Class 2 contains 55872 members 
Entering Unmasked Estep 
Score: -10618128.000000 Penalty: 3375.501221
	Iteration 128Q: 3 clusters Score -1.061813e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28457 members 
Mstep: Class 2 contains 55866 members 
Entering Unmasked Estep 
Score: -10618131.000000 Penalty: 3375.501221
	Iteration 129Q: 3 clusters Score -1.061813e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28463 members 
Mstep: Class 2 contains 55860 members 
Entering Unmasked Estep 
Score: -10618122.000000 Penalty: 3375.501221
	Iteration 130Q: 3 clusters Score -1.061812e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28476 members 
Mstep: Class 2 contains 55847 members 
Entering Unmasked Estep 
Score: -10618120.000000 Penalty: 3375.501221
	Iteration 131Q: 3 clusters Score -1.061812e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28482 members 
Mstep: Class 2 contains 55841 members 
Entering Unmasked Estep 
Score: -10618115.000000 Penalty: 3375.501221
	Iteration 132Q: 3 clusters Score -1.061812e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28489 members 
Mstep: Class 2 contains 55834 members 
Entering Unmasked Estep 
Score: -10618109.000000 Penalty: 3375.501221
	Iteration 133Q: 3 clusters Score -1.061811e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28497 members 
Mstep: Class 2 contains 55826 members 
Entering Unmasked Estep 
Score: -10618117.000000 Penalty: 3375.501221
	Iteration 134Q: 3 clusters Score -1.061812e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28504 members 
Mstep: Class 2 contains 55819 members 
Entering Unmasked Estep 
Score: -10618119.000000 Penalty: 3375.501221
	Iteration 135Q: 3 clusters Score -1.061812e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28507 members 
Mstep: Class 2 contains 55816 members 
Entering Unmasked Estep 
Score: -10618122.000000 Penalty: 3375.501221
	Iteration 136Q: 3 clusters Score -1.061812e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28511 members 
Mstep: Class 2 contains 55812 members 
Entering Unmasked Estep 
Score: -10618113.000000 Penalty: 3375.501221
	Iteration 137Q: 3 clusters Score -1.061811e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28513 members 
Mstep: Class 2 contains 55810 members 
Entering Unmasked Estep 
Score: -10618122.000000 Penalty: 3375.501221
	Iteration 138Q: 3 clusters Score -1.061812e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28514 members 
Mstep: Class 2 contains 55809 members 
Entering Unmasked Estep 
Score: -10618119.000000 Penalty: 3375.501221
	Iteration 139Q: 3 clusters Score -1.061812e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28518 members 
Mstep: Class 2 contains 55805 members 
Entering Unmasked Estep 
Score: -10618123.000000 Penalty: 3375.501221
	Iteration 140F: 3 clusters Score -1.061812e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28527 members 
Mstep: Class 2 contains 55796 members 
Entering Unmasked Estep 
Score: -10618121.000000 Penalty: 3375.501221
	Iteration 141Q: 3 clusters Score -1.061812e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28533 members 
Mstep: Class 2 contains 55790 members 
Entering Unmasked Estep 
Score: -10618130.000000 Penalty: 3375.501221
	Iteration 142Q: 3 clusters Score -1.061813e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28537 members 
Mstep: Class 2 contains 55786 members 
Entering Unmasked Estep 
Score: -10618126.000000 Penalty: 3375.501221
	Iteration 143Q: 3 clusters Score -1.061813e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28545 members 
Mstep: Class 2 contains 55778 members 
Entering Unmasked Estep 
Score: -10618144.000000 Penalty: 3375.501221
	Iteration 144Q: 3 clusters Score -1.061814e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28555 members 
Mstep: Class 2 contains 55768 members 
Entering Unmasked Estep 
Score: -10618144.000000 Penalty: 3375.501221
	Iteration 145Q: 3 clusters Score -1.061814e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28560 members 
Mstep: Class 2 contains 55763 members 
Entering Unmasked Estep 
Score: -10618143.000000 Penalty: 3375.501221
	Iteration 146Q: 3 clusters Score -1.061814e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28561 members 
Mstep: Class 2 contains 55762 members 
Entering Unmasked Estep 
Score: -10618146.000000 Penalty: 3375.501221
	Iteration 147Q: 3 clusters Score -1.061815e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28562 members 
Mstep: Class 2 contains 55761 members 
Entering Unmasked Estep 
Score: -10618149.000000 Penalty: 3375.501221
	Iteration 148Q: 3 clusters Score -1.061815e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28562 members 
Mstep: Class 2 contains 55761 members 
Entering Unmasked Estep 
Score: -10618149.000000 Penalty: 3375.501221
	Iteration 149F: 3 clusters Score -1.061815e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 47032 members 
Mstep: Class 3 contains 3921 members 
Mstep: Class 4 contains 28562 members 
Mstep: Class 5 contains 11872 members 
Mstep: Class 6 contains 484 members 
Mstep: Class 7 contains 44717 members 
Mstep: Class 8 contains 11672 members 
Mstep: Class 9 contains 25816 members 
Mstep: Class 10 contains 4701 members 
Mstep: Class 11 contains 28771 members 
Mstep: Class 12 contains 1635 members 
Mstep: Class 13 contains 5351 members 
Mstep: Class 14 contains 67099 members 
Mstep: Class 15 contains 1129 members 
Mstep: Class 16 contains 2566 members 
Mstep: Class 17 contains 7367 members 
Mstep: Class 18 contains 38871 members 
Mstep: Class 19 contains 7606 members 
Mstep: Class 20 contains 16922 members 
Mstep: Class 21 contains 21875 members 
Mstep: Class 22 contains 23982 members 
Mstep: Class 23 contains 18872 members 
Mstep: Class 24 contains 53778 members 
Mstep: Class 25 contains 2641 members 
Mstep: Class 26 contains 1544 members 
Mstep: Class 27 contains 6761 members 
Mstep: Class 28 contains 1096 members 
Mstep: Class 29 contains 9337 members 
Mstep: Class 30 contains 21950 members 
Mstep: Class 31 contains 85621 members 
Mstep: Class 32 contains 55761 members 
Entering Unmasked Estep 
Score: -80959344.000000 Penalty: 63855.019531
Splitting cluster 4 changes total score from -80955392.000000 to -80959344.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 5 (11872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Entering Unmasked Estep 
Score: -1418596.250000 Penalty: 1396.032349
	Iteration 0F: 2 clusters Score -1418596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1410677.500000 Penalty: 2792.064697
	Iteration 0F: 3 clusters Score -1410678 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1413563.500000 Penalty: 2792.064697
	Iteration 1F: 3 clusters Score -1413564 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1413945.000000 Penalty: 2792.064697
	Iteration 2F: 3 clusters Score -1413945 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1414278.625000 Penalty: 2792.064697
	Iteration 3F: 3 clusters Score -1414279 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1414661.250000 Penalty: 2792.064697
	Iteration 4F: 3 clusters Score -1414661 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1415128.875000 Penalty: 2792.064697
	Iteration 5F: 3 clusters Score -1415129 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1415670.625000 Penalty: 2792.064697
	Iteration 6F: 3 clusters Score -1415671 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1416218.250000 Penalty: 2792.064697
	Iteration 7F: 3 clusters Score -1416218 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1416762.250000 Penalty: 2792.064697
	Iteration 8F: 3 clusters Score -1416762 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1417256.250000 Penalty: 2792.064697
	Iteration 9Q: 3 clusters Score -1417256 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1417706.875000 Penalty: 2792.064697
	Iteration 10Q: 3 clusters Score -1417707 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1418023.250000 Penalty: 2792.064697
	Iteration 11Q: 3 clusters Score -1418023 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1418235.125000 Penalty: 2792.064697
	Iteration 12Q: 3 clusters Score -1418235 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1418346.875000 Penalty: 2792.064697
	Iteration 13Q: 3 clusters Score -1418347 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1418412.375000 Penalty: 2792.064697
	Iteration 14Q: 3 clusters Score -1418412 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1418453.125000 Penalty: 2792.064697
	Iteration 15Q: 3 clusters Score -1418453 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1418471.625000 Penalty: 2792.064697
	Iteration 16Q: 3 clusters Score -1418472 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1418483.250000 Penalty: 2792.064697
	Iteration 17Q: 3 clusters Score -1418483 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1418496.500000 Penalty: 2792.064697
	Iteration 18Q: 3 clusters Score -1418496 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1418501.125000 Penalty: 2792.064697
	Iteration 19Q: 3 clusters Score -1418501 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1418504.125000 Penalty: 2792.064697
	Iteration 20F: 3 clusters Score -1418504 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1418507.000000 Penalty: 2792.064697
	Iteration 21Q: 3 clusters Score -1418507 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1418511.500000 Penalty: 2792.064697
	Iteration 22Q: 3 clusters Score -1418512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1418516.750000 Penalty: 2792.064697
	Iteration 23Q: 3 clusters Score -1418517 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1418517.250000 Penalty: 2792.064697
	Iteration 24Q: 3 clusters Score -1418517 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1418516.250000 Penalty: 2792.064697
	Iteration 25Q: 3 clusters Score -1418516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1418519.500000 Penalty: 2792.064697
	Iteration 26Q: 3 clusters Score -1418520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1418523.625000 Penalty: 2792.064697
	Iteration 27Q: 3 clusters Score -1418524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1418522.125000 Penalty: 2792.064697
	Iteration 28Q: 3 clusters Score -1418522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1418524.500000 Penalty: 2792.064697
	Iteration 29Q: 3 clusters Score -1418524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1418524.500000 Penalty: 2792.064697
	Iteration 30Q: 3 clusters Score -1418524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1418524.875000 Penalty: 2792.064697
	Iteration 31Q: 3 clusters Score -1418525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1418525.125000 Penalty: 2792.064697
	Iteration 32Q: 3 clusters Score -1418525 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1418528.000000 Penalty: 2792.064697
	Iteration 33Q: 3 clusters Score -1418528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1418526.625000 Penalty: 2792.064697
	Iteration 34Q: 3 clusters Score -1418527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1418528.625000 Penalty: 2792.064697
	Iteration 35Q: 3 clusters Score -1418529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1418533.000000 Penalty: 2792.064697
	Iteration 36Q: 3 clusters Score -1418533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1418532.875000 Penalty: 2792.064697
	Iteration 37Q: 3 clusters Score -1418533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1418535.125000 Penalty: 2792.064697
	Iteration 38Q: 3 clusters Score -1418535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1418534.500000 Penalty: 2792.064697
	Iteration 39Q: 3 clusters Score -1418534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1418536.250000 Penalty: 2792.064697
	Iteration 40F: 3 clusters Score -1418536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1418536.500000 Penalty: 2792.064697
	Iteration 41Q: 3 clusters Score -1418536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1418535.500000 Penalty: 2792.064697
	Iteration 42Q: 3 clusters Score -1418536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1418535.500000 Penalty: 2792.064697
	Iteration 43F: 3 clusters Score -1418536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Entering Unmasked Estep 
Score: -52502.445312 Penalty: 919.894287
	Iteration 0F: 2 clusters Score -52502.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -51696.105469 Penalty: 1839.788574
	Iteration 0F: 3 clusters Score -51696.11 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -51921.640625 Penalty: 1839.788574
	Iteration 1F: 3 clusters Score -51921.64 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -52039.632812 Penalty: 1839.788574
	Iteration 2F: 3 clusters Score -52039.63 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -52148.480469 Penalty: 1839.788574
	Iteration 3Q: 3 clusters Score -52148.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -52243.597656 Penalty: 1839.788574
	Iteration 4Q: 3 clusters Score -52243.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -52312.582031 Penalty: 1839.788574
	Iteration 5Q: 3 clusters Score -52312.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -52349.425781 Penalty: 1839.788574
	Iteration 6Q: 3 clusters Score -52349.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -52393.066406 Penalty: 1839.788574
	Iteration 7Q: 3 clusters Score -52393.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -52512.355469 Penalty: 1839.788574
	Iteration 8Q: 3 clusters Score -52512.36 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -52551.945312 Penalty: 1839.788574
	Iteration 9Q: 3 clusters Score -52551.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -52575.175781 Penalty: 1839.788574
	Iteration 10Q: 3 clusters Score -52575.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -52589.410156 Penalty: 1839.788574
	Iteration 11Q: 3 clusters Score -52589.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -52605.753906 Penalty: 1839.788574
	Iteration 12Q: 3 clusters Score -52605.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -52623.101562 Penalty: 1839.788574
	Iteration 13Q: 3 clusters Score -52623.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -52646.937500 Penalty: 1839.788574
	Iteration 14Q: 3 clusters Score -52646.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -52659.355469 Penalty: 1839.788574
	Iteration 15Q: 3 clusters Score -52659.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -52670.906250 Penalty: 1839.788574
	Iteration 16Q: 3 clusters Score -52670.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -52679.941406 Penalty: 1839.788574
	Iteration 17Q: 3 clusters Score -52679.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -52679.941406 Penalty: 1839.788574
	Iteration 18F: 3 clusters Score -52679.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 47032 members 
Mstep: Class 3 contains 3921 members 
Mstep: Class 4 contains 28562 members 
Mstep: Class 5 contains 11872 members 
Mstep: Class 6 contains 327 members 
Mstep: Class 7 contains 44717 members 
Mstep: Class 8 contains 11672 members 
Mstep: Class 9 contains 25816 members 
Mstep: Class 10 contains 4701 members 
Mstep: Class 11 contains 28771 members 
Mstep: Class 12 contains 1635 members 
Mstep: Class 13 contains 5351 members 
Mstep: Class 14 contains 67099 members 
Mstep: Class 15 contains 1129 members 
Mstep: Class 16 contains 2566 members 
Mstep: Class 17 contains 7367 members 
Mstep: Class 18 contains 38871 members 
Mstep: Class 19 contains 7606 members 
Mstep: Class 20 contains 16922 members 
Mstep: Class 21 contains 21875 members 
Mstep: Class 22 contains 23982 members 
Mstep: Class 23 contains 18872 members 
Mstep: Class 24 contains 53778 members 
Mstep: Class 25 contains 2641 members 
Mstep: Class 26 contains 1544 members 
Mstep: Class 27 contains 6761 members 
Mstep: Class 28 contains 1096 members 
Mstep: Class 29 contains 9337 members 
Mstep: Class 30 contains 21950 members 
Mstep: Class 31 contains 85621 members 
Mstep: Class 32 contains 55761 members 
Mstep: Class 33 contains 157 members 
Entering Unmasked Estep 
Score: -80958480.000000 Penalty: 65850.492188
Splitting cluster 6 changes total score from -80955392.000000 to -80958480.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 7 (44717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44717 members 
Entering Unmasked Estep 
Score: -5629324.500000 Penalty: 1593.366577
	Iteration 0F: 2 clusters Score -5629324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22435 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -5600641.000000 Penalty: 3186.733154
	Iteration 0F: 3 clusters Score -5600641 nChanged 20621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -5611870.500000 Penalty: 3186.733154
	Iteration 1F: 3 clusters Score -5611870 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23485 members 
Mstep: Class 2 contains 21232 members 
Entering Unmasked Estep 
Score: -5612435.000000 Penalty: 3186.733154
	Iteration 2Q: 3 clusters Score -5612435 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24125 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -5612983.000000 Penalty: 3186.733154
	Iteration 3Q: 3 clusters Score -5612983 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25150 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -5613609.500000 Penalty: 3186.733154
	Iteration 4Q: 3 clusters Score -5613610 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26565 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -5614410.000000 Penalty: 3186.733154
	Iteration 5Q: 3 clusters Score -5614410 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28526 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -5615567.000000 Penalty: 3186.733154
	Iteration 6F: 3 clusters Score -5615567 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31062 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -5617267.000000 Penalty: 3186.733154
	Iteration 7F: 3 clusters Score -5617267 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34008 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -5619427.000000 Penalty: 3186.733154
	Iteration 8F: 3 clusters Score -5619427 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37101 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -5621919.500000 Penalty: 3186.733154
	Iteration 9F: 3 clusters Score -5621920 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39844 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -5624174.500000 Penalty: 3186.733154
	Iteration 10F: 3 clusters Score -5624174 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41930 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -5625931.500000 Penalty: 3186.733154
	Iteration 11Q: 3 clusters Score -5625932 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43205 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -5626955.000000 Penalty: 3186.733154
	Iteration 12Q: 3 clusters Score -5626955 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43826 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -5627472.000000 Penalty: 3186.733154
	Iteration 13Q: 3 clusters Score -5627472 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44111 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -5627717.500000 Penalty: 3186.733154
	Iteration 14Q: 3 clusters Score -5627718 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44234 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -5627836.500000 Penalty: 3186.733154
	Iteration 15Q: 3 clusters Score -5627836 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44295 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -5627885.000000 Penalty: 3186.733154
	Iteration 16Q: 3 clusters Score -5627885 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44332 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -5627928.500000 Penalty: 3186.733154
	Iteration 17Q: 3 clusters Score -5627928 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44349 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -5627945.500000 Penalty: 3186.733154
	Iteration 18Q: 3 clusters Score -5627946 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44366 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -5627966.000000 Penalty: 3186.733154
	Iteration 19Q: 3 clusters Score -5627966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44373 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -5627972.500000 Penalty: 3186.733154
	Iteration 20F: 3 clusters Score -5627972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44380 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -5627973.000000 Penalty: 3186.733154
	Iteration 21Q: 3 clusters Score -5627973 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44387 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -5627986.000000 Penalty: 3186.733154
	Iteration 22Q: 3 clusters Score -5627986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44392 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -5627992.000000 Penalty: 3186.733154
	Iteration 23Q: 3 clusters Score -5627992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44398 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -5627994.500000 Penalty: 3186.733154
	Iteration 24Q: 3 clusters Score -5627994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44401 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -5628010.000000 Penalty: 3186.733154
	Iteration 25Q: 3 clusters Score -5628010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44404 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -5628005.000000 Penalty: 3186.733154
	Iteration 26Q: 3 clusters Score -5628005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44406 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -5628012.000000 Penalty: 3186.733154
	Iteration 27Q: 3 clusters Score -5628012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44407 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -5628012.000000 Penalty: 3186.733154
	Iteration 28Q: 3 clusters Score -5628012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44407 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -5628012.000000 Penalty: 3186.733154
	Iteration 29F: 3 clusters Score -5628012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Entering Unmasked Estep 
Score: -1420401.125000 Penalty: 1393.504272
	Iteration 0F: 2 clusters Score -1420401 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1412569.875000 Penalty: 2787.008545
	Iteration 0F: 3 clusters Score -1412570 nChanged 4883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1415112.000000 Penalty: 2787.008545
	Iteration 1F: 3 clusters Score -1415112 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1415417.625000 Penalty: 2787.008545
	Iteration 2F: 3 clusters Score -1415418 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1415670.625000 Penalty: 2787.008545
	Iteration 3Q: 3 clusters Score -1415671 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1415857.875000 Penalty: 2787.008545
	Iteration 4Q: 3 clusters Score -1415858 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1416008.125000 Penalty: 2787.008545
	Iteration 5Q: 3 clusters Score -1416008 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1416134.500000 Penalty: 2787.008545
	Iteration 6Q: 3 clusters Score -1416134 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1416272.250000 Penalty: 2787.008545
	Iteration 7Q: 3 clusters Score -1416272 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1416442.500000 Penalty: 2787.008545
	Iteration 8Q: 3 clusters Score -1416442 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1416631.625000 Penalty: 2787.008545
	Iteration 9Q: 3 clusters Score -1416632 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1416841.875000 Penalty: 2787.008545
	Iteration 10Q: 3 clusters Score -1416842 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1417110.875000 Penalty: 2787.008545
	Iteration 11Q: 3 clusters Score -1417111 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1417436.000000 Penalty: 2787.008545
	Iteration 12Q: 3 clusters Score -1417436 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1417764.125000 Penalty: 2787.008545
	Iteration 13Q: 3 clusters Score -1417764 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1418065.000000 Penalty: 2787.008545
	Iteration 14Q: 3 clusters Score -1418065 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -1418386.250000 Penalty: 2787.008545
	Iteration 15Q: 3 clusters Score -1418386 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1418648.500000 Penalty: 2787.008545
	Iteration 16Q: 3 clusters Score -1418648 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1418853.750000 Penalty: 2787.008545
	Iteration 17Q: 3 clusters Score -1418854 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -1419016.875000 Penalty: 2787.008545
	Iteration 18Q: 3 clusters Score -1419017 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -1419138.250000 Penalty: 2787.008545
	Iteration 19Q: 3 clusters Score -1419138 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -1419208.750000 Penalty: 2787.008545
	Iteration 20F: 3 clusters Score -1419209 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -1419259.500000 Penalty: 2787.008545
	Iteration 21Q: 3 clusters Score -1419260 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -1419297.625000 Penalty: 2787.008545
	Iteration 22Q: 3 clusters Score -1419298 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -1419326.750000 Penalty: 2787.008545
	Iteration 23Q: 3 clusters Score -1419327 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -1419346.750000 Penalty: 2787.008545
	Iteration 24Q: 3 clusters Score -1419347 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -1419362.000000 Penalty: 2787.008545
	Iteration 25Q: 3 clusters Score -1419362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -1419364.000000 Penalty: 2787.008545
	Iteration 26Q: 3 clusters Score -1419364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -1419365.625000 Penalty: 2787.008545
	Iteration 27Q: 3 clusters Score -1419366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -1419368.000000 Penalty: 2787.008545
	Iteration 28Q: 3 clusters Score -1419368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -1419369.000000 Penalty: 2787.008545
	Iteration 29Q: 3 clusters Score -1419369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -1419368.250000 Penalty: 2787.008545
	Iteration 30Q: 3 clusters Score -1419368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -1419369.000000 Penalty: 2787.008545
	Iteration 31Q: 3 clusters Score -1419369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -1419373.250000 Penalty: 2787.008545
	Iteration 32Q: 3 clusters Score -1419373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -1419373.250000 Penalty: 2787.008545
	Iteration 33F: 3 clusters Score -1419373 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (25816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25816 members 
Entering Unmasked Estep 
Score: -3229110.500000 Penalty: 1511.621948
	Iteration 0F: 2 clusters Score -3229110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -3212123.500000 Penalty: 3023.243896
	Iteration 0F: 3 clusters Score -3212124 nChanged 11546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -3218342.750000 Penalty: 3023.243896
	Iteration 1F: 3 clusters Score -3218343 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -3218765.750000 Penalty: 3023.243896
	Iteration 2F: 3 clusters Score -3218766 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -3219139.500000 Penalty: 3023.243896
	Iteration 3Q: 3 clusters Score -3219140 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -3219457.250000 Penalty: 3023.243896
	Iteration 4Q: 3 clusters Score -3219457 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -3219739.500000 Penalty: 3023.243896
	Iteration 5Q: 3 clusters Score -3219740 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -3220011.250000 Penalty: 3023.243896
	Iteration 6Q: 3 clusters Score -3220011 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -3220323.250000 Penalty: 3023.243896
	Iteration 7Q: 3 clusters Score -3220323 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -3220706.000000 Penalty: 3023.243896
	Iteration 8Q: 3 clusters Score -3220706 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -3221136.250000 Penalty: 3023.243896
	Iteration 9Q: 3 clusters Score -3221136 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -3221681.500000 Penalty: 3023.243896
	Iteration 10Q: 3 clusters Score -3221682 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -3222357.500000 Penalty: 3023.243896
	Iteration 11Q: 3 clusters Score -3222358 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -3223237.500000 Penalty: 3023.243896
	Iteration 12Q: 3 clusters Score -3223238 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -3224209.500000 Penalty: 3023.243896
	Iteration 13F: 3 clusters Score -3224210 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -3225127.250000 Penalty: 3023.243896
	Iteration 14Q: 3 clusters Score -3225127 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -3225890.000000 Penalty: 3023.243896
	Iteration 15Q: 3 clusters Score -3225890 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 23849 members 
Entering Unmasked Estep 
Score: -3226500.750000 Penalty: 3023.243896
	Iteration 16Q: 3 clusters Score -3226501 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 24366 members 
Entering Unmasked Estep 
Score: -3227037.750000 Penalty: 3023.243896
	Iteration 17Q: 3 clusters Score -3227038 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 24656 members 
Entering Unmasked Estep 
Score: -3227622.500000 Penalty: 3023.243896
	Iteration 18Q: 3 clusters Score -3227622 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 24715 members 
Entering Unmasked Estep 
Score: -3227839.250000 Penalty: 3023.243896
	Iteration 19Q: 3 clusters Score -3227839 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 24727 members 
Entering Unmasked Estep 
Score: -3227921.250000 Penalty: 3023.243896
	Iteration 20F: 3 clusters Score -3227921 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 24746 members 
Entering Unmasked Estep 
Score: -3227956.750000 Penalty: 3023.243896
	Iteration 21Q: 3 clusters Score -3227957 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 24766 members 
Entering Unmasked Estep 
Score: -3227976.250000 Penalty: 3023.243896
	Iteration 22Q: 3 clusters Score -3227976 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 24780 members 
Entering Unmasked Estep 
Score: -3228001.000000 Penalty: 3023.243896
	Iteration 23Q: 3 clusters Score -3228001 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 24793 members 
Entering Unmasked Estep 
Score: -3228023.000000 Penalty: 3023.243896
	Iteration 24Q: 3 clusters Score -3228023 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 24811 members 
Entering Unmasked Estep 
Score: -3228030.000000 Penalty: 3023.243896
	Iteration 25Q: 3 clusters Score -3228030 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 24815 members 
Entering Unmasked Estep 
Score: -3228039.500000 Penalty: 3023.243896
	Iteration 26Q: 3 clusters Score -3228040 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 24823 members 
Entering Unmasked Estep 
Score: -3228046.250000 Penalty: 3023.243896
	Iteration 27Q: 3 clusters Score -3228046 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 24829 members 
Entering Unmasked Estep 
Score: -3228053.750000 Penalty: 3023.243896
	Iteration 28Q: 3 clusters Score -3228054 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 24833 members 
Entering Unmasked Estep 
Score: -3228061.000000 Penalty: 3023.243896
	Iteration 29Q: 3 clusters Score -3228061 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 24837 members 
Entering Unmasked Estep 
Score: -3228079.000000 Penalty: 3023.243896
	Iteration 30Q: 3 clusters Score -3228079 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 24840 members 
Entering Unmasked Estep 
Score: -3228076.250000 Penalty: 3023.243896
	Iteration 31Q: 3 clusters Score -3228076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 24846 members 
Entering Unmasked Estep 
Score: -3228077.000000 Penalty: 3023.243896
	Iteration 32Q: 3 clusters Score -3228077 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 24844 members 
Entering Unmasked Estep 
Score: -3228082.250000 Penalty: 3023.243896
	Iteration 33Q: 3 clusters Score -3228082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 24843 members 
Entering Unmasked Estep 
Score: -3228084.750000 Penalty: 3023.243896
	Iteration 34Q: 3 clusters Score -3228085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 24844 members 
Entering Unmasked Estep 
Score: -3228081.500000 Penalty: 3023.243896
	Iteration 35Q: 3 clusters Score -3228082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 24846 members 
Entering Unmasked Estep 
Score: -3228083.250000 Penalty: 3023.243896
	Iteration 36Q: 3 clusters Score -3228083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 24847 members 
Entering Unmasked Estep 
Score: -3228087.750000 Penalty: 3023.243896
	Iteration 37Q: 3 clusters Score -3228088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 24849 members 
Entering Unmasked Estep 
Score: -3228089.750000 Penalty: 3023.243896
	Iteration 38Q: 3 clusters Score -3228090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
Score: -3228088.000000 Penalty: 3023.243896
	Iteration 39Q: 3 clusters Score -3228088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
Score: -3228088.000000 Penalty: 3023.243896
	Iteration 40F: 3 clusters Score -3228088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Entering Unmasked Estep 
Score: -558764.937500 Penalty: 1258.182861
	Iteration 0F: 2 clusters Score -558764.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -555250.437500 Penalty: 2516.365723
	Iteration 0F: 3 clusters Score -555250.4 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -556305.750000 Penalty: 2516.365723
	Iteration 1F: 3 clusters Score -556305.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -556632.312500 Penalty: 2516.365723
	Iteration 2F: 3 clusters Score -556632.3 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -556953.000000 Penalty: 2516.365723
	Iteration 3F: 3 clusters Score -556953 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -557256.125000 Penalty: 2516.365723
	Iteration 4F: 3 clusters Score -557256.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -557566.937500 Penalty: 2516.365723
	Iteration 5F: 3 clusters Score -557566.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -557867.625000 Penalty: 2516.365723
	Iteration 6F: 3 clusters Score -557867.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -558156.187500 Penalty: 2516.365723
	Iteration 7F: 3 clusters Score -558156.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -558362.812500 Penalty: 2516.365723
	Iteration 8Q: 3 clusters Score -558362.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -558514.687500 Penalty: 2516.365723
	Iteration 9Q: 3 clusters Score -558514.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -558612.000000 Penalty: 2516.365723
	Iteration 10Q: 3 clusters Score -558612 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -558672.437500 Penalty: 2516.365723
	Iteration 11Q: 3 clusters Score -558672.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -558710.875000 Penalty: 2516.365723
	Iteration 12Q: 3 clusters Score -558710.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -558725.062500 Penalty: 2516.365723
	Iteration 13Q: 3 clusters Score -558725.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -558732.562500 Penalty: 2516.365723
	Iteration 14Q: 3 clusters Score -558732.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -558740.187500 Penalty: 2516.365723
	Iteration 15Q: 3 clusters Score -558740.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -558741.750000 Penalty: 2516.365723
	Iteration 16Q: 3 clusters Score -558741.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -558744.625000 Penalty: 2516.365723
	Iteration 17Q: 3 clusters Score -558744.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -558746.750000 Penalty: 2516.365723
	Iteration 18Q: 3 clusters Score -558746.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -558747.437500 Penalty: 2516.365723
	Iteration 19Q: 3 clusters Score -558747.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -558747.437500 Penalty: 2516.365723
	Iteration 20F: 3 clusters Score -558747.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -558747.812500 Penalty: 2516.365723
	Iteration 21Q: 3 clusters Score -558747.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -558749.062500 Penalty: 2516.365723
	Iteration 22Q: 3 clusters Score -558749.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -558749.062500 Penalty: 2516.365723
	Iteration 23F: 3 clusters Score -558749.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (28771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28771 members 
Entering Unmasked Estep 
Score: -3370910.250000 Penalty: 1527.747925
	Iteration 0F: 2 clusters Score -3370910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -3352139.500000 Penalty: 3055.495850
	Iteration 0F: 3 clusters Score -3352140 nChanged 12965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -3359171.000000 Penalty: 3055.495850
	Iteration 1F: 3 clusters Score -3359171 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -3359706.000000 Penalty: 3055.495850
	Iteration 2F: 3 clusters Score -3359706 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -3360257.750000 Penalty: 3055.495850
	Iteration 3Q: 3 clusters Score -3360258 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -3360799.000000 Penalty: 3055.495850
	Iteration 4Q: 3 clusters Score -3360799 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -3361340.500000 Penalty: 3055.495850
	Iteration 5Q: 3 clusters Score -3361340 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -3361871.250000 Penalty: 3055.495850
	Iteration 6Q: 3 clusters Score -3361871 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -3362412.250000 Penalty: 3055.495850
	Iteration 7Q: 3 clusters Score -3362412 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -3362973.750000 Penalty: 3055.495850
	Iteration 8Q: 3 clusters Score -3362974 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -3363604.000000 Penalty: 3055.495850
	Iteration 9Q: 3 clusters Score -3363604 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 19291 members 
Entering Unmasked Estep 
Score: -3364211.750000 Penalty: 3055.495850
	Iteration 10Q: 3 clusters Score -3364212 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -3364817.000000 Penalty: 3055.495850
	Iteration 11Q: 3 clusters Score -3364817 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -3365463.000000 Penalty: 3055.495850
	Iteration 12Q: 3 clusters Score -3365463 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -3366144.000000 Penalty: 3055.495850
	Iteration 13Q: 3 clusters Score -3366144 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 23762 members 
Entering Unmasked Estep 
Score: -3366903.500000 Penalty: 3055.495850
	Iteration 14Q: 3 clusters Score -3366904 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 24820 members 
Entering Unmasked Estep 
Score: -3367653.500000 Penalty: 3055.495850
	Iteration 15Q: 3 clusters Score -3367654 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 25759 members 
Entering Unmasked Estep 
Score: -3368311.750000 Penalty: 3055.495850
	Iteration 16Q: 3 clusters Score -3368312 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 26512 members 
Entering Unmasked Estep 
Score: -3368852.000000 Penalty: 3055.495850
	Iteration 17Q: 3 clusters Score -3368852 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 27063 members 
Entering Unmasked Estep 
Score: -3369261.250000 Penalty: 3055.495850
	Iteration 18Q: 3 clusters Score -3369261 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 27446 members 
Entering Unmasked Estep 
Score: -3369569.500000 Penalty: 3055.495850
	Iteration 19Q: 3 clusters Score -3369570 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 27698 members 
Entering Unmasked Estep 
Score: -3369753.500000 Penalty: 3055.495850
	Iteration 20F: 3 clusters Score -3369754 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 27857 members 
Entering Unmasked Estep 
Score: -3369864.500000 Penalty: 3055.495850
	Iteration 21Q: 3 clusters Score -3369864 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 27957 members 
Entering Unmasked Estep 
Score: -3369931.250000 Penalty: 3055.495850
	Iteration 22Q: 3 clusters Score -3369931 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 28015 members 
Entering Unmasked Estep 
Score: -3369972.500000 Penalty: 3055.495850
	Iteration 23Q: 3 clusters Score -3369972 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 28062 members 
Entering Unmasked Estep 
Score: -3369997.750000 Penalty: 3055.495850
	Iteration 24Q: 3 clusters Score -3369998 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 28089 members 
Entering Unmasked Estep 
Score: -3370015.000000 Penalty: 3055.495850
	Iteration 25Q: 3 clusters Score -3370015 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 28106 members 
Entering Unmasked Estep 
Score: -3370028.250000 Penalty: 3055.495850
	Iteration 26Q: 3 clusters Score -3370028 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 28128 members 
Entering Unmasked Estep 
Score: -3370049.500000 Penalty: 3055.495850
	Iteration 27Q: 3 clusters Score -3370050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 28140 members 
Entering Unmasked Estep 
Score: -3370059.250000 Penalty: 3055.495850
	Iteration 28Q: 3 clusters Score -3370059 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 28147 members 
Entering Unmasked Estep 
Score: -3370060.750000 Penalty: 3055.495850
	Iteration 29Q: 3 clusters Score -3370061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 28151 members 
Entering Unmasked Estep 
Score: -3370066.500000 Penalty: 3055.495850
	Iteration 30Q: 3 clusters Score -3370066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 28152 members 
Entering Unmasked Estep 
Score: -3370067.500000 Penalty: 3055.495850
	Iteration 31Q: 3 clusters Score -3370068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 28152 members 
Entering Unmasked Estep 
Score: -3370067.500000 Penalty: 3055.495850
	Iteration 32F: 3 clusters Score -3370068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Entering Unmasked Estep 
Score: -190091.031250 Penalty: 1101.030396
	Iteration 0F: 2 clusters Score -190091 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -188448.312500 Penalty: 2202.060791
	Iteration 0F: 3 clusters Score -188448.3 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -188803.234375 Penalty: 2202.060791
	Iteration 1F: 3 clusters Score -188803.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -188914.968750 Penalty: 2202.060791
	Iteration 2F: 3 clusters Score -188915 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -188962.484375 Penalty: 2202.060791
	Iteration 3Q: 3 clusters Score -188962.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -188985.515625 Penalty: 2202.060791
	Iteration 4Q: 3 clusters Score -188985.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -189001.359375 Penalty: 2202.060791
	Iteration 5Q: 3 clusters Score -189001.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -189015.968750 Penalty: 2202.060791
	Iteration 6Q: 3 clusters Score -189016 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -189028.578125 Penalty: 2202.060791
	Iteration 7Q: 3 clusters Score -189028.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -189037.203125 Penalty: 2202.060791
	Iteration 8Q: 3 clusters Score -189037.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -189050.609375 Penalty: 2202.060791
	Iteration 9Q: 3 clusters Score -189050.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -189059.750000 Penalty: 2202.060791
	Iteration 10Q: 3 clusters Score -189059.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -189065.781250 Penalty: 2202.060791
	Iteration 11Q: 3 clusters Score -189065.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -189067.890625 Penalty: 2202.060791
	Iteration 12Q: 3 clusters Score -189067.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -189073.203125 Penalty: 2202.060791
	Iteration 13Q: 3 clusters Score -189073.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -189074.359375 Penalty: 2202.060791
	Iteration 14Q: 3 clusters Score -189074.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -189077.734375 Penalty: 2202.060791
	Iteration 15Q: 3 clusters Score -189077.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -189082.718750 Penalty: 2202.060791
	Iteration 16Q: 3 clusters Score -189082.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -189086.328125 Penalty: 2202.060791
	Iteration 17Q: 3 clusters Score -189086.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -189089.765625 Penalty: 2202.060791
	Iteration 18Q: 3 clusters Score -189089.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -189092.609375 Penalty: 2202.060791
	Iteration 19Q: 3 clusters Score -189092.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -189097.218750 Penalty: 2202.060791
	Iteration 20F: 3 clusters Score -189097.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -189101.078125 Penalty: 2202.060791
	Iteration 21Q: 3 clusters Score -189101.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -189104.640625 Penalty: 2202.060791
	Iteration 22Q: 3 clusters Score -189104.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -189105.093750 Penalty: 2202.060791
	Iteration 23Q: 3 clusters Score -189105.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -189105.093750 Penalty: 2202.060791
	Iteration 24F: 3 clusters Score -189105.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Entering Unmasked Estep 
Score: -696364.437500 Penalty: 1277.453857
	Iteration 0F: 2 clusters Score -696364.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -692487.375000 Penalty: 2554.907715
	Iteration 0F: 3 clusters Score -692487.4 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -693641.187500 Penalty: 2554.907715
	Iteration 1F: 3 clusters Score -693641.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -693837.437500 Penalty: 2554.907715
	Iteration 2F: 3 clusters Score -693837.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -693955.375000 Penalty: 2554.907715
	Iteration 3Q: 3 clusters Score -693955.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -694018.375000 Penalty: 2554.907715
	Iteration 4Q: 3 clusters Score -694018.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -694058.437500 Penalty: 2554.907715
	Iteration 5Q: 3 clusters Score -694058.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -694085.937500 Penalty: 2554.907715
	Iteration 6Q: 3 clusters Score -694085.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -694114.750000 Penalty: 2554.907715
	Iteration 7Q: 3 clusters Score -694114.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -694144.187500 Penalty: 2554.907715
	Iteration 8Q: 3 clusters Score -694144.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -694166.312500 Penalty: 2554.907715
	Iteration 9Q: 3 clusters Score -694166.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -694182.187500 Penalty: 2554.907715
	Iteration 10Q: 3 clusters Score -694182.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -694195.562500 Penalty: 2554.907715
	Iteration 11Q: 3 clusters Score -694195.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -694205.937500 Penalty: 2554.907715
	Iteration 12Q: 3 clusters Score -694205.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -694213.187500 Penalty: 2554.907715
	Iteration 13Q: 3 clusters Score -694213.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -694221.250000 Penalty: 2554.907715
	Iteration 14Q: 3 clusters Score -694221.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -694230.187500 Penalty: 2554.907715
	Iteration 15Q: 3 clusters Score -694230.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -694236.250000 Penalty: 2554.907715
	Iteration 16Q: 3 clusters Score -694236.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -694244.687500 Penalty: 2554.907715
	Iteration 17Q: 3 clusters Score -694244.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -694257.062500 Penalty: 2554.907715
	Iteration 18Q: 3 clusters Score -694257.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -694267.687500 Penalty: 2554.907715
	Iteration 19Q: 3 clusters Score -694267.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -694277.500000 Penalty: 2554.907715
	Iteration 20F: 3 clusters Score -694277.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -694286.312500 Penalty: 2554.907715
	Iteration 21Q: 3 clusters Score -694286.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -694295.625000 Penalty: 2554.907715
	Iteration 22Q: 3 clusters Score -694295.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -694301.500000 Penalty: 2554.907715
	Iteration 23Q: 3 clusters Score -694301.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -694309.625000 Penalty: 2554.907715
	Iteration 24Q: 3 clusters Score -694309.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -694315.062500 Penalty: 2554.907715
	Iteration 25Q: 3 clusters Score -694315.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -694325.562500 Penalty: 2554.907715
	Iteration 26Q: 3 clusters Score -694325.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -694333.437500 Penalty: 2554.907715
	Iteration 27Q: 3 clusters Score -694333.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -694344.062500 Penalty: 2554.907715
	Iteration 28Q: 3 clusters Score -694344.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -694349.875000 Penalty: 2554.907715
	Iteration 29Q: 3 clusters Score -694349.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -694359.687500 Penalty: 2554.907715
	Iteration 30Q: 3 clusters Score -694359.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -694368.812500 Penalty: 2554.907715
	Iteration 31Q: 3 clusters Score -694368.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -694375.500000 Penalty: 2554.907715
	Iteration 32Q: 3 clusters Score -694375.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -694382.312500 Penalty: 2554.907715
	Iteration 33Q: 3 clusters Score -694382.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -694390.437500 Penalty: 2554.907715
	Iteration 34Q: 3 clusters Score -694390.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -694394.187500 Penalty: 2554.907715
	Iteration 35Q: 3 clusters Score -694394.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -694402.187500 Penalty: 2554.907715
	Iteration 36Q: 3 clusters Score -694402.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -694419.437500 Penalty: 2554.907715
	Iteration 37Q: 3 clusters Score -694419.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -694438.750000 Penalty: 2554.907715
	Iteration 38Q: 3 clusters Score -694438.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -694454.187500 Penalty: 2554.907715
	Iteration 39Q: 3 clusters Score -694454.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -694471.250000 Penalty: 2554.907715
	Iteration 40F: 3 clusters Score -694471.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -694486.250000 Penalty: 2554.907715
	Iteration 41Q: 3 clusters Score -694486.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -694498.500000 Penalty: 2554.907715
	Iteration 42Q: 3 clusters Score -694498.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -694513.875000 Penalty: 2554.907715
	Iteration 43Q: 3 clusters Score -694513.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -694527.000000 Penalty: 2554.907715
	Iteration 44Q: 3 clusters Score -694527 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -694539.875000 Penalty: 2554.907715
	Iteration 45Q: 3 clusters Score -694539.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -694554.312500 Penalty: 2554.907715
	Iteration 46Q: 3 clusters Score -694554.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -694576.062500 Penalty: 2554.907715
	Iteration 47Q: 3 clusters Score -694576.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -694604.125000 Penalty: 2554.907715
	Iteration 48Q: 3 clusters Score -694604.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -694630.750000 Penalty: 2554.907715
	Iteration 49Q: 3 clusters Score -694630.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -694655.250000 Penalty: 2554.907715
	Iteration 50Q: 3 clusters Score -694655.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -694676.687500 Penalty: 2554.907715
	Iteration 51Q: 3 clusters Score -694676.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -694697.375000 Penalty: 2554.907715
	Iteration 52Q: 3 clusters Score -694697.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -694718.187500 Penalty: 2554.907715
	Iteration 53Q: 3 clusters Score -694718.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -694743.125000 Penalty: 2554.907715
	Iteration 54Q: 3 clusters Score -694743.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -694768.062500 Penalty: 2554.907715
	Iteration 55Q: 3 clusters Score -694768.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -694789.437500 Penalty: 2554.907715
	Iteration 56Q: 3 clusters Score -694789.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -694817.062500 Penalty: 2554.907715
	Iteration 57Q: 3 clusters Score -694817.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -694844.625000 Penalty: 2554.907715
	Iteration 58Q: 3 clusters Score -694844.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -694867.937500 Penalty: 2554.907715
	Iteration 59Q: 3 clusters Score -694867.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -694900.312500 Penalty: 2554.907715
	Iteration 60F: 3 clusters Score -694900.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -694934.562500 Penalty: 2554.907715
	Iteration 61Q: 3 clusters Score -694934.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -694968.500000 Penalty: 2554.907715
	Iteration 62Q: 3 clusters Score -694968.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -695008.687500 Penalty: 2554.907715
	Iteration 63Q: 3 clusters Score -695008.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -695046.062500 Penalty: 2554.907715
	Iteration 64Q: 3 clusters Score -695046.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -695084.500000 Penalty: 2554.907715
	Iteration 65Q: 3 clusters Score -695084.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -695117.437500 Penalty: 2554.907715
	Iteration 66Q: 3 clusters Score -695117.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -695159.812500 Penalty: 2554.907715
	Iteration 67Q: 3 clusters Score -695159.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -695181.750000 Penalty: 2554.907715
	Iteration 68Q: 3 clusters Score -695181.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -695199.500000 Penalty: 2554.907715
	Iteration 69Q: 3 clusters Score -695199.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -695212.500000 Penalty: 2554.907715
	Iteration 70Q: 3 clusters Score -695212.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -695223.375000 Penalty: 2554.907715
	Iteration 71Q: 3 clusters Score -695223.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -695234.937500 Penalty: 2554.907715
	Iteration 72Q: 3 clusters Score -695234.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -695245.062500 Penalty: 2554.907715
	Iteration 73Q: 3 clusters Score -695245.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -695248.812500 Penalty: 2554.907715
	Iteration 74Q: 3 clusters Score -695248.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -695251.437500 Penalty: 2554.907715
	Iteration 75Q: 3 clusters Score -695251.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -695256.500000 Penalty: 2554.907715
	Iteration 76Q: 3 clusters Score -695256.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -695261.562500 Penalty: 2554.907715
	Iteration 77Q: 3 clusters Score -695261.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -695270.625000 Penalty: 2554.907715
	Iteration 78Q: 3 clusters Score -695270.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -695280.562500 Penalty: 2554.907715
	Iteration 79Q: 3 clusters Score -695280.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -695294.562500 Penalty: 2554.907715
	Iteration 80F: 3 clusters Score -695294.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -695298.250000 Penalty: 2554.907715
	Iteration 81Q: 3 clusters Score -695298.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -695301.875000 Penalty: 2554.907715
	Iteration 82Q: 3 clusters Score -695301.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -695301.812500 Penalty: 2554.907715
	Iteration 83Q: 3 clusters Score -695301.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -695301.812500 Penalty: 2554.907715
	Iteration 84F: 3 clusters Score -695301.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (67099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67099 members 
Entering Unmasked Estep 
Score: -8358384.000000 Penalty: 1653.751953
	Iteration 0F: 2 clusters Score -8358384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33605 members 
Mstep: Class 2 contains 33494 members 
Entering Unmasked Estep 
Score: -8316857.500000 Penalty: 3307.503906
	Iteration 0F: 3 clusters Score -8316858 nChanged 31301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33814 members 
Mstep: Class 2 contains 33285 members 
Entering Unmasked Estep 
Score: -8334194.000000 Penalty: 3307.503906
	Iteration 1F: 3 clusters Score -8334194 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33924 members 
Mstep: Class 2 contains 33175 members 
Entering Unmasked Estep 
Score: -8334748.500000 Penalty: 3307.503906
	Iteration 2Q: 3 clusters Score -8334748 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34083 members 
Mstep: Class 2 contains 33016 members 
Entering Unmasked Estep 
Score: -8335329.500000 Penalty: 3307.503906
	Iteration 3Q: 3 clusters Score -8335330 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34319 members 
Mstep: Class 2 contains 32780 members 
Entering Unmasked Estep 
Score: -8335870.000000 Penalty: 3307.503906
	Iteration 4Q: 3 clusters Score -8335870 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34610 members 
Mstep: Class 2 contains 32489 members 
Entering Unmasked Estep 
Score: -8336320.000000 Penalty: 3307.503906
	Iteration 5Q: 3 clusters Score -8336320 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35091 members 
Mstep: Class 2 contains 32008 members 
Entering Unmasked Estep 
Score: -8336812.500000 Penalty: 3307.503906
	Iteration 6Q: 3 clusters Score -8336812 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35772 members 
Mstep: Class 2 contains 31327 members 
Entering Unmasked Estep 
Score: -8337311.000000 Penalty: 3307.503906
	Iteration 7Q: 3 clusters Score -8337311 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36781 members 
Mstep: Class 2 contains 30318 members 
Entering Unmasked Estep 
Score: -8337862.000000 Penalty: 3307.503906
	Iteration 8Q: 3 clusters Score -8337862 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38191 members 
Mstep: Class 2 contains 28908 members 
Entering Unmasked Estep 
Score: -8338530.500000 Penalty: 3307.503906
	Iteration 9Q: 3 clusters Score -8338530 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40243 members 
Mstep: Class 2 contains 26856 members 
Entering Unmasked Estep 
Score: -8339340.000000 Penalty: 3307.503906
	Iteration 10Q: 3 clusters Score -8339340 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42935 members 
Mstep: Class 2 contains 24164 members 
Entering Unmasked Estep 
Score: -8340475.000000 Penalty: 3307.503906
	Iteration 11Q: 3 clusters Score -8340475 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46317 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
Score: -8342050.000000 Penalty: 3307.503906
	Iteration 12F: 3 clusters Score -8342050 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50296 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -8344226.000000 Penalty: 3307.503906
	Iteration 13F: 3 clusters Score -8344226 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54556 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -8346827.000000 Penalty: 3307.503906
	Iteration 14F: 3 clusters Score -8346827 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58696 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -8349860.000000 Penalty: 3307.503906
	Iteration 15F: 3 clusters Score -8349860 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62111 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -8352729.000000 Penalty: 3307.503906
	Iteration 16F: 3 clusters Score -8352729 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64428 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -8354686.500000 Penalty: 3307.503906
	Iteration 17Q: 3 clusters Score -8354686 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65702 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -8355886.000000 Penalty: 3307.503906
	Iteration 18Q: 3 clusters Score -8355886 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66283 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -8356496.000000 Penalty: 3307.503906
	Iteration 19Q: 3 clusters Score -8356496 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66513 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -8356822.000000 Penalty: 3307.503906
	Iteration 20F: 3 clusters Score -8356822 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66591 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -8356962.000000 Penalty: 3307.503906
	Iteration 21Q: 3 clusters Score -8356962 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66611 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -8357038.000000 Penalty: 3307.503906
	Iteration 22Q: 3 clusters Score -8357038 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66625 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -8357068.000000 Penalty: 3307.503906
	Iteration 23Q: 3 clusters Score -8357068 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66634 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -8357074.000000 Penalty: 3307.503906
	Iteration 24Q: 3 clusters Score -8357074 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66634 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -8357094.000000 Penalty: 3307.503906
	Iteration 25Q: 3 clusters Score -8357094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66639 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -8357109.500000 Penalty: 3307.503906
	Iteration 26Q: 3 clusters Score -8357110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66635 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -8357112.500000 Penalty: 3307.503906
	Iteration 27Q: 3 clusters Score -8357112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66634 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -8357117.000000 Penalty: 3307.503906
	Iteration 28Q: 3 clusters Score -8357117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66633 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -8357115.500000 Penalty: 3307.503906
	Iteration 29Q: 3 clusters Score -8357116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66631 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -8357120.500000 Penalty: 3307.503906
	Iteration 30Q: 3 clusters Score -8357120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66629 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -8357120.000000 Penalty: 3307.503906
	Iteration 31Q: 3 clusters Score -8357120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66627 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -8357116.000000 Penalty: 3307.503906
	Iteration 32Q: 3 clusters Score -8357116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66629 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -8357127.000000 Penalty: 3307.503906
	Iteration 33Q: 3 clusters Score -8357127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66635 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -8357145.000000 Penalty: 3307.503906
	Iteration 34Q: 3 clusters Score -8357145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66635 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -8357151.000000 Penalty: 3307.503906
	Iteration 35Q: 3 clusters Score -8357151 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66640 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -8357155.000000 Penalty: 3307.503906
	Iteration 36Q: 3 clusters Score -8357155 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66646 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -8357173.000000 Penalty: 3307.503906
	Iteration 37Q: 3 clusters Score -8357173 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66647 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -8357183.000000 Penalty: 3307.503906
	Iteration 38Q: 3 clusters Score -8357183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66650 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -8357192.500000 Penalty: 3307.503906
	Iteration 39Q: 3 clusters Score -8357192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66650 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -8357201.500000 Penalty: 3307.503906
	Iteration 40F: 3 clusters Score -8357202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66649 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -8357195.000000 Penalty: 3307.503906
	Iteration 41Q: 3 clusters Score -8357195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66648 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -8357205.500000 Penalty: 3307.503906
	Iteration 42Q: 3 clusters Score -8357206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66647 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -8357205.500000 Penalty: 3307.503906
	Iteration 43Q: 3 clusters Score -8357206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66647 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -8357216.500000 Penalty: 3307.503906
	Iteration 44Q: 3 clusters Score -8357216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66648 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -8357217.500000 Penalty: 3307.503906
	Iteration 45Q: 3 clusters Score -8357218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66649 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -8357221.500000 Penalty: 3307.503906
	Iteration 46Q: 3 clusters Score -8357222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66652 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -8357225.000000 Penalty: 3307.503906
	Iteration 47Q: 3 clusters Score -8357225 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66654 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -8357226.000000 Penalty: 3307.503906
	Iteration 48Q: 3 clusters Score -8357226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66657 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -8357224.500000 Penalty: 3307.503906
	Iteration 49Q: 3 clusters Score -8357224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66659 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -8357232.500000 Penalty: 3307.503906
	Iteration 50Q: 3 clusters Score -8357232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66659 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -8357234.000000 Penalty: 3307.503906
	Iteration 51Q: 3 clusters Score -8357234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66658 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -8357232.500000 Penalty: 3307.503906
	Iteration 52Q: 3 clusters Score -8357232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66657 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -8357235.500000 Penalty: 3307.503906
	Iteration 53Q: 3 clusters Score -8357236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66657 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -8357235.500000 Penalty: 3307.503906
	Iteration 54F: 3 clusters Score -8357236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Entering Unmasked Estep 
Score: -73171.242188 Penalty: 1045.928223
	Iteration 0F: 2 clusters Score -73171.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -72120.781250 Penalty: 2091.856445
	Iteration 0F: 3 clusters Score -72120.78 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -73853.460938 Penalty: 2091.856445
	Iteration 1F: 3 clusters Score -73853.46 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -75064.679688 Penalty: 2091.856445
	Iteration 2F: 3 clusters Score -75064.68 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -75545.109375 Penalty: 2091.856445
	Iteration 3F: 3 clusters Score -75545.11 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -76079.640625 Penalty: 2091.856445
	Iteration 4Q: 3 clusters Score -76079.64 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -76593.875000 Penalty: 2091.856445
	Iteration 5Q: 3 clusters Score -76593.88 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -76779.484375 Penalty: 2091.856445
	Iteration 6Q: 3 clusters Score -76779.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -76831.367188 Penalty: 2091.856445
	Iteration 7Q: 3 clusters Score -76831.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -76864.398438 Penalty: 2091.856445
	Iteration 8Q: 3 clusters Score -76864.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -76869.617188 Penalty: 2091.856445
	Iteration 9Q: 3 clusters Score -76869.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -76872.468750 Penalty: 2091.856445
	Iteration 10Q: 3 clusters Score -76872.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -76875.156250 Penalty: 2091.856445
	Iteration 11Q: 3 clusters Score -76875.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -76877.625000 Penalty: 2091.856445
	Iteration 12Q: 3 clusters Score -76877.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -76901.023438 Penalty: 2091.856445
	Iteration 13F: 3 clusters Score -76901.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -76949.132812 Penalty: 2091.856445
	Iteration 14Q: 3 clusters Score -76949.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -76983.992188 Penalty: 2091.856445
	Iteration 15Q: 3 clusters Score -76983.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -76995.875000 Penalty: 2091.856445
	Iteration 16Q: 3 clusters Score -76995.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -77009.421875 Penalty: 2091.856445
	Iteration 17Q: 3 clusters Score -77009.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -77012.640625 Penalty: 2091.856445
	Iteration 18Q: 3 clusters Score -77012.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -77018.703125 Penalty: 2091.856445
	Iteration 19Q: 3 clusters Score -77018.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -77024.367188 Penalty: 2091.856445
	Iteration 20F: 3 clusters Score -77024.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -77025.585938 Penalty: 2091.856445
	Iteration 21Q: 3 clusters Score -77025.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -77025.585938 Penalty: 2091.856445
	Iteration 22F: 3 clusters Score -77025.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 47032 members 
Mstep: Class 3 contains 3921 members 
Mstep: Class 4 contains 28562 members 
Mstep: Class 5 contains 11872 members 
Mstep: Class 6 contains 327 members 
Mstep: Class 7 contains 44717 members 
Mstep: Class 8 contains 11672 members 
Mstep: Class 9 contains 25816 members 
Mstep: Class 10 contains 4701 members 
Mstep: Class 11 contains 28771 members 
Mstep: Class 12 contains 1635 members 
Mstep: Class 13 contains 5351 members 
Mstep: Class 14 contains 67099 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 2566 members 
Mstep: Class 17 contains 7367 members 
Mstep: Class 18 contains 38871 members 
Mstep: Class 19 contains 7606 members 
Mstep: Class 20 contains 16922 members 
Mstep: Class 21 contains 21875 members 
Mstep: Class 22 contains 23982 members 
Mstep: Class 23 contains 18872 members 
Mstep: Class 24 contains 53778 members 
Mstep: Class 25 contains 2641 members 
Mstep: Class 26 contains 1544 members 
Mstep: Class 27 contains 6761 members 
Mstep: Class 28 contains 1096 members 
Mstep: Class 29 contains 9337 members 
Mstep: Class 30 contains 21950 members 
Mstep: Class 31 contains 85621 members 
Mstep: Class 32 contains 55761 members 
Mstep: Class 33 contains 157 members 
Mstep: Class 34 contains 475 members 
Entering Unmasked Estep 
Score: -80961704.000000 Penalty: 67845.960938
Splitting cluster 15 changes total score from -80955392.000000 to -80961704.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 16 (2566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Entering Unmasked Estep 
Score: -278047.312500 Penalty: 1168.095459
	Iteration 0F: 2 clusters Score -278047.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -275897.281250 Penalty: 2336.190918
	Iteration 0F: 3 clusters Score -275897.3 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -276548.562500 Penalty: 2336.190918
	Iteration 1F: 3 clusters Score -276548.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -276704.093750 Penalty: 2336.190918
	Iteration 2F: 3 clusters Score -276704.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -276800.281250 Penalty: 2336.190918
	Iteration 3Q: 3 clusters Score -276800.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -276878.343750 Penalty: 2336.190918
	Iteration 4Q: 3 clusters Score -276878.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -276950.781250 Penalty: 2336.190918
	Iteration 5Q: 3 clusters Score -276950.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -277014.906250 Penalty: 2336.190918
	Iteration 6Q: 3 clusters Score -277014.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -277068.250000 Penalty: 2336.190918
	Iteration 7Q: 3 clusters Score -277068.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -277101.281250 Penalty: 2336.190918
	Iteration 8Q: 3 clusters Score -277101.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -277123.750000 Penalty: 2336.190918
	Iteration 9Q: 3 clusters Score -277123.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -277147.406250 Penalty: 2336.190918
	Iteration 10Q: 3 clusters Score -277147.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -277167.312500 Penalty: 2336.190918
	Iteration 11Q: 3 clusters Score -277167.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -277179.968750 Penalty: 2336.190918
	Iteration 12Q: 3 clusters Score -277180 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -277191.343750 Penalty: 2336.190918
	Iteration 13Q: 3 clusters Score -277191.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -277200.843750 Penalty: 2336.190918
	Iteration 14Q: 3 clusters Score -277200.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -277209.031250 Penalty: 2336.190918
	Iteration 15Q: 3 clusters Score -277209 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -277217.031250 Penalty: 2336.190918
	Iteration 16Q: 3 clusters Score -277217 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -277221.031250 Penalty: 2336.190918
	Iteration 17Q: 3 clusters Score -277221 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -277228.062500 Penalty: 2336.190918
	Iteration 18Q: 3 clusters Score -277228.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -277234.781250 Penalty: 2336.190918
	Iteration 19Q: 3 clusters Score -277234.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -277239.718750 Penalty: 2336.190918
	Iteration 20F: 3 clusters Score -277239.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -277244.187500 Penalty: 2336.190918
	Iteration 21Q: 3 clusters Score -277244.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -277248.281250 Penalty: 2336.190918
	Iteration 22Q: 3 clusters Score -277248.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -277252.718750 Penalty: 2336.190918
	Iteration 23Q: 3 clusters Score -277252.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -277254.218750 Penalty: 2336.190918
	Iteration 24Q: 3 clusters Score -277254.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -277256.093750 Penalty: 2336.190918
	Iteration 25Q: 3 clusters Score -277256.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -277257.437500 Penalty: 2336.190918
	Iteration 26Q: 3 clusters Score -277257.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -277258.031250 Penalty: 2336.190918
	Iteration 27Q: 3 clusters Score -277258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -277258.718750 Penalty: 2336.190918
	Iteration 28Q: 3 clusters Score -277258.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -277258.718750 Penalty: 2336.190918
	Iteration 29F: 3 clusters Score -277258.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Entering Unmasked Estep 
Score: -902647.500000 Penalty: 1325.029175
	Iteration 0F: 2 clusters Score -902647.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -897543.937500 Penalty: 2650.058350
	Iteration 0F: 3 clusters Score -897543.9 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -899048.750000 Penalty: 2650.058350
	Iteration 1F: 3 clusters Score -899048.8 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -899299.875000 Penalty: 2650.058350
	Iteration 2F: 3 clusters Score -899299.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -899471.000000 Penalty: 2650.058350
	Iteration 3Q: 3 clusters Score -899471 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -899612.125000 Penalty: 2650.058350
	Iteration 4Q: 3 clusters Score -899612.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -899715.000000 Penalty: 2650.058350
	Iteration 5Q: 3 clusters Score -899715 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -899810.000000 Penalty: 2650.058350
	Iteration 6Q: 3 clusters Score -899810 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -899901.687500 Penalty: 2650.058350
	Iteration 7Q: 3 clusters Score -899901.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -899986.875000 Penalty: 2650.058350
	Iteration 8Q: 3 clusters Score -899986.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -900049.062500 Penalty: 2650.058350
	Iteration 9Q: 3 clusters Score -900049.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -900113.750000 Penalty: 2650.058350
	Iteration 10Q: 3 clusters Score -900113.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -900181.687500 Penalty: 2650.058350
	Iteration 11Q: 3 clusters Score -900181.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -900241.687500 Penalty: 2650.058350
	Iteration 12Q: 3 clusters Score -900241.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -900313.500000 Penalty: 2650.058350
	Iteration 13Q: 3 clusters Score -900313.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -900390.625000 Penalty: 2650.058350
	Iteration 14Q: 3 clusters Score -900390.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -900485.750000 Penalty: 2650.058350
	Iteration 15Q: 3 clusters Score -900485.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -900577.250000 Penalty: 2650.058350
	Iteration 16Q: 3 clusters Score -900577.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -900678.937500 Penalty: 2650.058350
	Iteration 17Q: 3 clusters Score -900678.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -900792.500000 Penalty: 2650.058350
	Iteration 18Q: 3 clusters Score -900792.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -900898.250000 Penalty: 2650.058350
	Iteration 19Q: 3 clusters Score -900898.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -900999.562500 Penalty: 2650.058350
	Iteration 20F: 3 clusters Score -900999.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -901094.875000 Penalty: 2650.058350
	Iteration 21Q: 3 clusters Score -901094.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -901177.937500 Penalty: 2650.058350
	Iteration 22Q: 3 clusters Score -901177.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -901249.375000 Penalty: 2650.058350
	Iteration 23Q: 3 clusters Score -901249.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -901312.625000 Penalty: 2650.058350
	Iteration 24Q: 3 clusters Score -901312.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -901373.000000 Penalty: 2650.058350
	Iteration 25Q: 3 clusters Score -901373 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -901414.937500 Penalty: 2650.058350
	Iteration 26Q: 3 clusters Score -901414.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -901445.687500 Penalty: 2650.058350
	Iteration 27Q: 3 clusters Score -901445.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -901466.250000 Penalty: 2650.058350
	Iteration 28Q: 3 clusters Score -901466.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -901489.375000 Penalty: 2650.058350
	Iteration 29Q: 3 clusters Score -901489.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -901515.312500 Penalty: 2650.058350
	Iteration 30Q: 3 clusters Score -901515.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -901529.937500 Penalty: 2650.058350
	Iteration 31Q: 3 clusters Score -901529.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -901539.187500 Penalty: 2650.058350
	Iteration 32Q: 3 clusters Score -901539.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -901545.062500 Penalty: 2650.058350
	Iteration 33Q: 3 clusters Score -901545.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -901552.312500 Penalty: 2650.058350
	Iteration 34Q: 3 clusters Score -901552.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -901557.375000 Penalty: 2650.058350
	Iteration 35Q: 3 clusters Score -901557.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -901564.437500 Penalty: 2650.058350
	Iteration 36Q: 3 clusters Score -901564.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -901574.750000 Penalty: 2650.058350
	Iteration 37Q: 3 clusters Score -901574.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -901583.625000 Penalty: 2650.058350
	Iteration 38Q: 3 clusters Score -901583.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -901586.437500 Penalty: 2650.058350
	Iteration 39Q: 3 clusters Score -901586.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -901591.875000 Penalty: 2650.058350
	Iteration 40F: 3 clusters Score -901591.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -901594.312500 Penalty: 2650.058350
	Iteration 41Q: 3 clusters Score -901594.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -901595.250000 Penalty: 2650.058350
	Iteration 42Q: 3 clusters Score -901595.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -901595.437500 Penalty: 2650.058350
	Iteration 43Q: 3 clusters Score -901595.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -901595.437500 Penalty: 2650.058350
	Iteration 44F: 3 clusters Score -901595.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (38871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38871 members 
Entering Unmasked Estep 
Score: -4769336.000000 Penalty: 1572.518921
	Iteration 0F: 2 clusters Score -4769336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -4744178.000000 Penalty: 3145.037842
	Iteration 0F: 3 clusters Score -4744178 nChanged 17677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -4753870.500000 Penalty: 3145.037842
	Iteration 1F: 3 clusters Score -4753870 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20448 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -4754468.500000 Penalty: 3145.037842
	Iteration 2Q: 3 clusters Score -4754468 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21104 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -4755103.500000 Penalty: 3145.037842
	Iteration 3Q: 3 clusters Score -4755104 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21942 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -4755804.000000 Penalty: 3145.037842
	Iteration 4Q: 3 clusters Score -4755804 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23014 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -4756640.500000 Penalty: 3145.037842
	Iteration 5Q: 3 clusters Score -4756640 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24415 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -4757835.500000 Penalty: 3145.037842
	Iteration 6F: 3 clusters Score -4757836 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26110 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -4759181.500000 Penalty: 3145.037842
	Iteration 7F: 3 clusters Score -4759182 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27964 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -4760823.500000 Penalty: 3145.037842
	Iteration 8F: 3 clusters Score -4760824 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29832 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -4762570.500000 Penalty: 3145.037842
	Iteration 9F: 3 clusters Score -4762570 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31477 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -4764318.500000 Penalty: 3145.037842
	Iteration 10F: 3 clusters Score -4764318 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32652 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -4765793.000000 Penalty: 3145.037842
	Iteration 11Q: 3 clusters Score -4765793 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33414 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -4766753.500000 Penalty: 3145.037842
	Iteration 12Q: 3 clusters Score -4766754 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33871 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -4767269.000000 Penalty: 3145.037842
	Iteration 13Q: 3 clusters Score -4767269 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34197 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -4767561.000000 Penalty: 3145.037842
	Iteration 14Q: 3 clusters Score -4767561 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34452 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -4767756.000000 Penalty: 3145.037842
	Iteration 15Q: 3 clusters Score -4767756 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34654 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -4767878.500000 Penalty: 3145.037842
	Iteration 16Q: 3 clusters Score -4767878 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34807 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -4767985.000000 Penalty: 3145.037842
	Iteration 17Q: 3 clusters Score -4767985 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34946 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -4768075.000000 Penalty: 3145.037842
	Iteration 18Q: 3 clusters Score -4768075 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35078 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -4768155.000000 Penalty: 3145.037842
	Iteration 19Q: 3 clusters Score -4768155 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35185 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -4768218.000000 Penalty: 3145.037842
	Iteration 20F: 3 clusters Score -4768218 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35287 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -4768261.000000 Penalty: 3145.037842
	Iteration 21Q: 3 clusters Score -4768261 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35387 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -4768313.000000 Penalty: 3145.037842
	Iteration 22Q: 3 clusters Score -4768313 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35480 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -4768346.500000 Penalty: 3145.037842
	Iteration 23Q: 3 clusters Score -4768346 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35563 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -4768379.500000 Penalty: 3145.037842
	Iteration 24Q: 3 clusters Score -4768380 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35661 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -4768406.500000 Penalty: 3145.037842
	Iteration 25Q: 3 clusters Score -4768406 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35737 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -4768423.000000 Penalty: 3145.037842
	Iteration 26Q: 3 clusters Score -4768423 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35805 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -4768467.000000 Penalty: 3145.037842
	Iteration 27Q: 3 clusters Score -4768467 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35868 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -4768470.500000 Penalty: 3145.037842
	Iteration 28Q: 3 clusters Score -4768470 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35918 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -4768478.500000 Penalty: 3145.037842
	Iteration 29Q: 3 clusters Score -4768478 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35948 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -4768485.000000 Penalty: 3145.037842
	Iteration 30Q: 3 clusters Score -4768485 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35979 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -4768494.000000 Penalty: 3145.037842
	Iteration 31Q: 3 clusters Score -4768494 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36005 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -4768512.500000 Penalty: 3145.037842
	Iteration 32Q: 3 clusters Score -4768512 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36030 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -4768524.000000 Penalty: 3145.037842
	Iteration 33Q: 3 clusters Score -4768524 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36055 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -4768526.500000 Penalty: 3145.037842
	Iteration 34Q: 3 clusters Score -4768526 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36083 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -4768526.500000 Penalty: 3145.037842
	Iteration 35Q: 3 clusters Score -4768526 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36105 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -4768526.500000 Penalty: 3145.037842
	Iteration 36Q: 3 clusters Score -4768526 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36126 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -4768549.500000 Penalty: 3145.037842
	Iteration 37Q: 3 clusters Score -4768550 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36156 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -4768544.500000 Penalty: 3145.037842
	Iteration 38Q: 3 clusters Score -4768544 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36177 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -4768557.000000 Penalty: 3145.037842
	Iteration 39Q: 3 clusters Score -4768557 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36202 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -4768564.000000 Penalty: 3145.037842
	Iteration 40F: 3 clusters Score -4768564 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36219 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -4768564.500000 Penalty: 3145.037842
	Iteration 41Q: 3 clusters Score -4768564 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36234 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -4768561.000000 Penalty: 3145.037842
	Iteration 42Q: 3 clusters Score -4768561 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36251 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -4768571.000000 Penalty: 3145.037842
	Iteration 43Q: 3 clusters Score -4768571 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36265 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -4768572.000000 Penalty: 3145.037842
	Iteration 44Q: 3 clusters Score -4768572 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36278 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -4768574.000000 Penalty: 3145.037842
	Iteration 45Q: 3 clusters Score -4768574 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36286 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -4768578.000000 Penalty: 3145.037842
	Iteration 46Q: 3 clusters Score -4768578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36296 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -4768577.000000 Penalty: 3145.037842
	Iteration 47Q: 3 clusters Score -4768577 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36305 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -4768583.500000 Penalty: 3145.037842
	Iteration 48Q: 3 clusters Score -4768584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36314 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -4768589.500000 Penalty: 3145.037842
	Iteration 49Q: 3 clusters Score -4768590 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36323 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -4768594.000000 Penalty: 3145.037842
	Iteration 50Q: 3 clusters Score -4768594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36331 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -4768589.500000 Penalty: 3145.037842
	Iteration 51Q: 3 clusters Score -4768590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36337 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -4768595.500000 Penalty: 3145.037842
	Iteration 52Q: 3 clusters Score -4768596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36345 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -4768590.000000 Penalty: 3145.037842
	Iteration 53Q: 3 clusters Score -4768590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36352 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -4768596.000000 Penalty: 3145.037842
	Iteration 54Q: 3 clusters Score -4768596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36360 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -4768605.000000 Penalty: 3145.037842
	Iteration 55Q: 3 clusters Score -4768605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36366 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -4768604.000000 Penalty: 3145.037842
	Iteration 56Q: 3 clusters Score -4768604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36370 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -4768603.500000 Penalty: 3145.037842
	Iteration 57Q: 3 clusters Score -4768604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36375 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -4768599.500000 Penalty: 3145.037842
	Iteration 58Q: 3 clusters Score -4768600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36379 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -4768600.500000 Penalty: 3145.037842
	Iteration 59Q: 3 clusters Score -4768600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36383 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -4768597.500000 Penalty: 3145.037842
	Iteration 60F: 3 clusters Score -4768598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36384 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -4768607.000000 Penalty: 3145.037842
	Iteration 61Q: 3 clusters Score -4768607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36386 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -4768606.500000 Penalty: 3145.037842
	Iteration 62Q: 3 clusters Score -4768606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36386 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -4768606.000000 Penalty: 3145.037842
	Iteration 63Q: 3 clusters Score -4768606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36386 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -4768606.000000 Penalty: 3145.037842
	Iteration 64F: 3 clusters Score -4768606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Entering Unmasked Estep 
Score: -919076.312500 Penalty: 1329.779785
	Iteration 0F: 2 clusters Score -919076.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -913699.562500 Penalty: 2659.559570
	Iteration 0F: 3 clusters Score -913699.6 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -915395.625000 Penalty: 2659.559570
	Iteration 1F: 3 clusters Score -915395.6 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -915684.562500 Penalty: 2659.559570
	Iteration 2F: 3 clusters Score -915684.6 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -915898.937500 Penalty: 2659.559570
	Iteration 3F: 3 clusters Score -915898.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -916080.062500 Penalty: 2659.559570
	Iteration 4Q: 3 clusters Score -916080.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -916260.750000 Penalty: 2659.559570
	Iteration 5Q: 3 clusters Score -916260.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -916456.250000 Penalty: 2659.559570
	Iteration 6Q: 3 clusters Score -916456.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -916637.125000 Penalty: 2659.559570
	Iteration 7Q: 3 clusters Score -916637.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -916797.375000 Penalty: 2659.559570
	Iteration 8Q: 3 clusters Score -916797.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -916969.937500 Penalty: 2659.559570
	Iteration 9Q: 3 clusters Score -916969.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -917157.000000 Penalty: 2659.559570
	Iteration 10Q: 3 clusters Score -917157 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -917330.875000 Penalty: 2659.559570
	Iteration 11Q: 3 clusters Score -917330.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -917493.500000 Penalty: 2659.559570
	Iteration 12Q: 3 clusters Score -917493.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -917624.187500 Penalty: 2659.559570
	Iteration 13Q: 3 clusters Score -917624.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -917732.312500 Penalty: 2659.559570
	Iteration 14Q: 3 clusters Score -917732.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -917818.187500 Penalty: 2659.559570
	Iteration 15Q: 3 clusters Score -917818.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -917905.312500 Penalty: 2659.559570
	Iteration 16Q: 3 clusters Score -917905.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -917951.875000 Penalty: 2659.559570
	Iteration 17Q: 3 clusters Score -917951.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -917983.062500 Penalty: 2659.559570
	Iteration 18Q: 3 clusters Score -917983.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -918005.000000 Penalty: 2659.559570
	Iteration 19Q: 3 clusters Score -918005 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -918019.687500 Penalty: 2659.559570
	Iteration 20F: 3 clusters Score -918019.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -918027.875000 Penalty: 2659.559570
	Iteration 21Q: 3 clusters Score -918027.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -918036.312500 Penalty: 2659.559570
	Iteration 22Q: 3 clusters Score -918036.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -918048.312500 Penalty: 2659.559570
	Iteration 23Q: 3 clusters Score -918048.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -918053.375000 Penalty: 2659.559570
	Iteration 24Q: 3 clusters Score -918053.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -918061.125000 Penalty: 2659.559570
	Iteration 25Q: 3 clusters Score -918061.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -918067.312500 Penalty: 2659.559570
	Iteration 26Q: 3 clusters Score -918067.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -918070.000000 Penalty: 2659.559570
	Iteration 27Q: 3 clusters Score -918070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -918072.062500 Penalty: 2659.559570
	Iteration 28Q: 3 clusters Score -918072.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -918073.875000 Penalty: 2659.559570
	Iteration 29Q: 3 clusters Score -918073.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -918077.812500 Penalty: 2659.559570
	Iteration 30Q: 3 clusters Score -918077.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -918077.687500 Penalty: 2659.559570
	Iteration 31Q: 3 clusters Score -918077.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -918080.500000 Penalty: 2659.559570
	Iteration 32Q: 3 clusters Score -918080.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -918080.750000 Penalty: 2659.559570
	Iteration 33Q: 3 clusters Score -918080.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -918079.812500 Penalty: 2659.559570
	Iteration 34Q: 3 clusters Score -918079.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -918079.812500 Penalty: 2659.559570
	Iteration 35F: 3 clusters Score -918079.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (16922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Entering Unmasked Estep 
Score: -2129190.500000 Penalty: 1448.771851
	Iteration 0F: 2 clusters Score -2129190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -2118135.250000 Penalty: 2897.543701
	Iteration 0F: 3 clusters Score -2118135 nChanged 7262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -2121906.250000 Penalty: 2897.543701
	Iteration 1F: 3 clusters Score -2121906 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -2122264.500000 Penalty: 2897.543701
	Iteration 2F: 3 clusters Score -2122264 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -2122593.000000 Penalty: 2897.543701
	Iteration 3F: 3 clusters Score -2122593 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -2122877.500000 Penalty: 2897.543701
	Iteration 4Q: 3 clusters Score -2122878 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -2123147.750000 Penalty: 2897.543701
	Iteration 5Q: 3 clusters Score -2123148 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -2123430.750000 Penalty: 2897.543701
	Iteration 6Q: 3 clusters Score -2123431 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -2123824.750000 Penalty: 2897.543701
	Iteration 7Q: 3 clusters Score -2123825 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -2124567.750000 Penalty: 2897.543701
	Iteration 8F: 3 clusters Score -2124568 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -2126340.000000 Penalty: 2897.543701
	Iteration 9F: 3 clusters Score -2126340 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -2130956.250000 Penalty: 2897.543701
	Iteration 10F: 3 clusters Score -2130956 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -2135924.500000 Penalty: 2897.543701
	Iteration 11F: 3 clusters Score -2135924 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -2137341.750000 Penalty: 2897.543701
	Iteration 12Q: 3 clusters Score -2137342 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -2137372.750000 Penalty: 2897.543701
	Iteration 13Q: 3 clusters Score -2137373 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -2137375.000000 Penalty: 2897.543701
	Iteration 14Q: 3 clusters Score -2137375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -2137379.250000 Penalty: 2897.543701
	Iteration 15Q: 3 clusters Score -2137379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -2137376.750000 Penalty: 2897.543701
	Iteration 16Q: 3 clusters Score -2137377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -2137376.750000 Penalty: 2897.543701
	Iteration 17F: 3 clusters Score -2137377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 47032 members 
Mstep: Class 3 contains 3921 members 
Mstep: Class 4 contains 28562 members 
Mstep: Class 5 contains 11872 members 
Mstep: Class 6 contains 327 members 
Mstep: Class 7 contains 44717 members 
Mstep: Class 8 contains 11672 members 
Mstep: Class 9 contains 25816 members 
Mstep: Class 10 contains 4701 members 
Mstep: Class 11 contains 28771 members 
Mstep: Class 12 contains 1635 members 
Mstep: Class 13 contains 5351 members 
Mstep: Class 14 contains 67099 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 2566 members 
Mstep: Class 17 contains 7367 members 
Mstep: Class 18 contains 38871 members 
Mstep: Class 19 contains 7606 members 
Mstep: Class 20 contains 11909 members 
Mstep: Class 21 contains 21875 members 
Mstep: Class 22 contains 23982 members 
Mstep: Class 23 contains 18872 members 
Mstep: Class 24 contains 53778 members 
Mstep: Class 25 contains 2641 members 
Mstep: Class 26 contains 1544 members 
Mstep: Class 27 contains 6761 members 
Mstep: Class 28 contains 1096 members 
Mstep: Class 29 contains 9337 members 
Mstep: Class 30 contains 21950 members 
Mstep: Class 31 contains 85621 members 
Mstep: Class 32 contains 55761 members 
Mstep: Class 33 contains 157 members 
Mstep: Class 34 contains 475 members 
Mstep: Class 35 contains 5013 members 
Entering Unmasked Estep 
Score: -80969272.000000 Penalty: 69841.421875
Splitting cluster 20 changes total score from -80955392.000000 to -80969272.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 21 (21875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21875 members 
Entering Unmasked Estep 
Score: -2780043.500000 Penalty: 1486.973389
	Iteration 0F: 2 clusters Score -2780044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -2765828.000000 Penalty: 2973.946777
	Iteration 0F: 3 clusters Score -2765828 nChanged 9687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -2770944.750000 Penalty: 2973.946777
	Iteration 1F: 3 clusters Score -2770945 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -2771322.500000 Penalty: 2973.946777
	Iteration 2F: 3 clusters Score -2771322 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -2771634.250000 Penalty: 2973.946777
	Iteration 3Q: 3 clusters Score -2771634 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -2771936.250000 Penalty: 2973.946777
	Iteration 4Q: 3 clusters Score -2771936 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -2772251.250000 Penalty: 2973.946777
	Iteration 5Q: 3 clusters Score -2772251 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -2772596.750000 Penalty: 2973.946777
	Iteration 6Q: 3 clusters Score -2772597 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -2772989.250000 Penalty: 2973.946777
	Iteration 7Q: 3 clusters Score -2772989 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -2773373.250000 Penalty: 2973.946777
	Iteration 8Q: 3 clusters Score -2773373 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -2773780.000000 Penalty: 2973.946777
	Iteration 9Q: 3 clusters Score -2773780 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -2774272.500000 Penalty: 2973.946777
	Iteration 10Q: 3 clusters Score -2774272 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -2774760.000000 Penalty: 2973.946777
	Iteration 11Q: 3 clusters Score -2774760 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -2775299.250000 Penalty: 2973.946777
	Iteration 12Q: 3 clusters Score -2775299 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -2775888.250000 Penalty: 2973.946777
	Iteration 13Q: 3 clusters Score -2775888 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -2776444.750000 Penalty: 2973.946777
	Iteration 14Q: 3 clusters Score -2776445 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -2776924.250000 Penalty: 2973.946777
	Iteration 15Q: 3 clusters Score -2776924 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -2777381.250000 Penalty: 2973.946777
	Iteration 16Q: 3 clusters Score -2777381 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -2777755.750000 Penalty: 2973.946777
	Iteration 17Q: 3 clusters Score -2777756 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -2778049.000000 Penalty: 2973.946777
	Iteration 18Q: 3 clusters Score -2778049 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -2778273.000000 Penalty: 2973.946777
	Iteration 19Q: 3 clusters Score -2778273 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -2778455.000000 Penalty: 2973.946777
	Iteration 20F: 3 clusters Score -2778455 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -2778605.500000 Penalty: 2973.946777
	Iteration 21Q: 3 clusters Score -2778606 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -2778710.500000 Penalty: 2973.946777
	Iteration 22Q: 3 clusters Score -2778710 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2778782.250000 Penalty: 2973.946777
	Iteration 23Q: 3 clusters Score -2778782 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2778820.250000 Penalty: 2973.946777
	Iteration 24Q: 3 clusters Score -2778820 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20774 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2778846.250000 Penalty: 2973.946777
	Iteration 25Q: 3 clusters Score -2778846 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2778867.500000 Penalty: 2973.946777
	Iteration 26Q: 3 clusters Score -2778868 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2778892.500000 Penalty: 2973.946777
	Iteration 27Q: 3 clusters Score -2778892 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20901 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2778911.000000 Penalty: 2973.946777
	Iteration 28Q: 3 clusters Score -2778911 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20934 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2778930.500000 Penalty: 2973.946777
	Iteration 29Q: 3 clusters Score -2778930 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2778953.250000 Penalty: 2973.946777
	Iteration 30Q: 3 clusters Score -2778953 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -2778977.250000 Penalty: 2973.946777
	Iteration 31Q: 3 clusters Score -2778977 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2778992.250000 Penalty: 2973.946777
	Iteration 32Q: 3 clusters Score -2778992 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2779011.000000 Penalty: 2973.946777
	Iteration 33Q: 3 clusters Score -2779011 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2779021.750000 Penalty: 2973.946777
	Iteration 34Q: 3 clusters Score -2779022 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2779025.500000 Penalty: 2973.946777
	Iteration 35Q: 3 clusters Score -2779026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2779038.000000 Penalty: 2973.946777
	Iteration 36Q: 3 clusters Score -2779038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2779038.000000 Penalty: 2973.946777
	Iteration 37Q: 3 clusters Score -2779038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2779042.500000 Penalty: 2973.946777
	Iteration 38Q: 3 clusters Score -2779042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21101 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2779047.000000 Penalty: 2973.946777
	Iteration 39Q: 3 clusters Score -2779047 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2779055.000000 Penalty: 2973.946777
	Iteration 40F: 3 clusters Score -2779055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2779054.500000 Penalty: 2973.946777
	Iteration 41Q: 3 clusters Score -2779054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2779057.000000 Penalty: 2973.946777
	Iteration 42Q: 3 clusters Score -2779057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2779059.250000 Penalty: 2973.946777
	Iteration 43Q: 3 clusters Score -2779059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2779066.000000 Penalty: 2973.946777
	Iteration 44Q: 3 clusters Score -2779066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2779069.750000 Penalty: 2973.946777
	Iteration 45Q: 3 clusters Score -2779070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2779073.750000 Penalty: 2973.946777
	Iteration 46Q: 3 clusters Score -2779074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2779074.500000 Penalty: 2973.946777
	Iteration 47Q: 3 clusters Score -2779074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2779075.750000 Penalty: 2973.946777
	Iteration 48Q: 3 clusters Score -2779076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2779075.750000 Penalty: 2973.946777
	Iteration 49F: 3 clusters Score -2779076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (23982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23982 members 
Entering Unmasked Estep 
Score: -2914365.000000 Penalty: 1500.656860
	Iteration 0F: 2 clusters Score -2914365 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -2898818.750000 Penalty: 3001.313721
	Iteration 0F: 3 clusters Score -2898819 nChanged 10635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -2904523.750000 Penalty: 3001.313721
	Iteration 1F: 3 clusters Score -2904524 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -2905050.250000 Penalty: 3001.313721
	Iteration 2F: 3 clusters Score -2905050 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -2905526.500000 Penalty: 3001.313721
	Iteration 3F: 3 clusters Score -2905526 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -2905976.000000 Penalty: 3001.313721
	Iteration 4Q: 3 clusters Score -2905976 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -2906450.000000 Penalty: 3001.313721
	Iteration 5Q: 3 clusters Score -2906450 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -2907022.250000 Penalty: 3001.313721
	Iteration 6Q: 3 clusters Score -2907022 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -2907672.250000 Penalty: 3001.313721
	Iteration 7Q: 3 clusters Score -2907672 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -2908414.000000 Penalty: 3001.313721
	Iteration 8F: 3 clusters Score -2908414 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -2909202.250000 Penalty: 3001.313721
	Iteration 9Q: 3 clusters Score -2909202 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -2910022.000000 Penalty: 3001.313721
	Iteration 10Q: 3 clusters Score -2910022 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -2910813.250000 Penalty: 3001.313721
	Iteration 11Q: 3 clusters Score -2910813 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
Score: -2911537.750000 Penalty: 3001.313721
	Iteration 12Q: 3 clusters Score -2911538 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -2912042.250000 Penalty: 3001.313721
	Iteration 13Q: 3 clusters Score -2912042 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -2912416.000000 Penalty: 3001.313721
	Iteration 14Q: 3 clusters Score -2912416 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 21650 members 
Entering Unmasked Estep 
Score: -2912691.750000 Penalty: 3001.313721
	Iteration 15Q: 3 clusters Score -2912692 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 21882 members 
Entering Unmasked Estep 
Score: -2912916.750000 Penalty: 3001.313721
	Iteration 16Q: 3 clusters Score -2912917 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 22067 members 
Entering Unmasked Estep 
Score: -2913078.750000 Penalty: 3001.313721
	Iteration 17Q: 3 clusters Score -2913079 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 22208 members 
Entering Unmasked Estep 
Score: -2913187.000000 Penalty: 3001.313721
	Iteration 18Q: 3 clusters Score -2913187 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 22301 members 
Entering Unmasked Estep 
Score: -2913262.250000 Penalty: 3001.313721
	Iteration 19Q: 3 clusters Score -2913262 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 22391 members 
Entering Unmasked Estep 
Score: -2913319.000000 Penalty: 3001.313721
	Iteration 20F: 3 clusters Score -2913319 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 22454 members 
Entering Unmasked Estep 
Score: -2913349.500000 Penalty: 3001.313721
	Iteration 21Q: 3 clusters Score -2913350 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -2913378.250000 Penalty: 3001.313721
	Iteration 22Q: 3 clusters Score -2913378 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 22534 members 
Entering Unmasked Estep 
Score: -2913392.500000 Penalty: 3001.313721
	Iteration 23Q: 3 clusters Score -2913392 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
Score: -2913407.750000 Penalty: 3001.313721
	Iteration 24Q: 3 clusters Score -2913408 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 22596 members 
Entering Unmasked Estep 
Score: -2913409.750000 Penalty: 3001.313721
	Iteration 25Q: 3 clusters Score -2913410 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 22613 members 
Entering Unmasked Estep 
Score: -2913421.000000 Penalty: 3001.313721
	Iteration 26Q: 3 clusters Score -2913421 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 22618 members 
Entering Unmasked Estep 
Score: -2913418.000000 Penalty: 3001.313721
	Iteration 27Q: 3 clusters Score -2913418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -2913420.250000 Penalty: 3001.313721
	Iteration 28Q: 3 clusters Score -2913420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 22641 members 
Entering Unmasked Estep 
Score: -2913425.500000 Penalty: 3001.313721
	Iteration 29Q: 3 clusters Score -2913426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -2913428.000000 Penalty: 3001.313721
	Iteration 30Q: 3 clusters Score -2913428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 22653 members 
Entering Unmasked Estep 
Score: -2913428.250000 Penalty: 3001.313721
	Iteration 31Q: 3 clusters Score -2913428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 22657 members 
Entering Unmasked Estep 
Score: -2913433.250000 Penalty: 3001.313721
	Iteration 32Q: 3 clusters Score -2913433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 22663 members 
Entering Unmasked Estep 
Score: -2913438.500000 Penalty: 3001.313721
	Iteration 33Q: 3 clusters Score -2913438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
Score: -2913442.500000 Penalty: 3001.313721
	Iteration 34Q: 3 clusters Score -2913442 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 22684 members 
Entering Unmasked Estep 
Score: -2913454.250000 Penalty: 3001.313721
	Iteration 35Q: 3 clusters Score -2913454 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -2913457.500000 Penalty: 3001.313721
	Iteration 36Q: 3 clusters Score -2913458 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 22716 members 
Entering Unmasked Estep 
Score: -2913467.000000 Penalty: 3001.313721
	Iteration 37Q: 3 clusters Score -2913467 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 22729 members 
Entering Unmasked Estep 
Score: -2913470.750000 Penalty: 3001.313721
	Iteration 38Q: 3 clusters Score -2913471 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 22737 members 
Entering Unmasked Estep 
Score: -2913472.500000 Penalty: 3001.313721
	Iteration 39Q: 3 clusters Score -2913472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 22745 members 
Entering Unmasked Estep 
Score: -2913472.750000 Penalty: 3001.313721
	Iteration 40F: 3 clusters Score -2913473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 22749 members 
Entering Unmasked Estep 
Score: -2913472.500000 Penalty: 3001.313721
	Iteration 41Q: 3 clusters Score -2913472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 22752 members 
Entering Unmasked Estep 
Score: -2913476.000000 Penalty: 3001.313721
	Iteration 42Q: 3 clusters Score -2913476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 22754 members 
Entering Unmasked Estep 
Score: -2913478.500000 Penalty: 3001.313721
	Iteration 43Q: 3 clusters Score -2913478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 22757 members 
Entering Unmasked Estep 
Score: -2913480.250000 Penalty: 3001.313721
	Iteration 44Q: 3 clusters Score -2913480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 22758 members 
Entering Unmasked Estep 
Score: -2913479.250000 Penalty: 3001.313721
	Iteration 45Q: 3 clusters Score -2913479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 22760 members 
Entering Unmasked Estep 
Score: -2913478.750000 Penalty: 3001.313721
	Iteration 46Q: 3 clusters Score -2913479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 22760 members 
Entering Unmasked Estep 
Score: -2913478.750000 Penalty: 3001.313721
	Iteration 47F: 3 clusters Score -2913479 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (18872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Entering Unmasked Estep 
Score: -2394048.250000 Penalty: 1465.000610
	Iteration 0F: 2 clusters Score -2394048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -2381695.750000 Penalty: 2930.001221
	Iteration 0F: 3 clusters Score -2381696 nChanged 8238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -2386030.000000 Penalty: 2930.001221
	Iteration 1F: 3 clusters Score -2386030 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -2386418.750000 Penalty: 2930.001221
	Iteration 2F: 3 clusters Score -2386419 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -2386697.250000 Penalty: 2930.001221
	Iteration 3Q: 3 clusters Score -2386697 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -2386950.500000 Penalty: 2930.001221
	Iteration 4Q: 3 clusters Score -2386950 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -2387255.750000 Penalty: 2930.001221
	Iteration 5Q: 3 clusters Score -2387256 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -2387645.250000 Penalty: 2930.001221
	Iteration 6Q: 3 clusters Score -2387645 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -2388114.000000 Penalty: 2930.001221
	Iteration 7Q: 3 clusters Score -2388114 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -2388780.000000 Penalty: 2930.001221
	Iteration 8F: 3 clusters Score -2388780 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -2389629.000000 Penalty: 2930.001221
	Iteration 9F: 3 clusters Score -2389629 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -2390528.000000 Penalty: 2930.001221
	Iteration 10F: 3 clusters Score -2390528 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -2391287.000000 Penalty: 2930.001221
	Iteration 11Q: 3 clusters Score -2391287 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2391849.000000 Penalty: 2930.001221
	Iteration 12Q: 3 clusters Score -2391849 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2392246.000000 Penalty: 2930.001221
	Iteration 13Q: 3 clusters Score -2392246 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2392480.000000 Penalty: 2930.001221
	Iteration 14Q: 3 clusters Score -2392480 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2392597.750000 Penalty: 2930.001221
	Iteration 15Q: 3 clusters Score -2392598 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -2392654.500000 Penalty: 2930.001221
	Iteration 16Q: 3 clusters Score -2392654 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2392696.250000 Penalty: 2930.001221
	Iteration 17Q: 3 clusters Score -2392696 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2392726.750000 Penalty: 2930.001221
	Iteration 18Q: 3 clusters Score -2392727 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2392759.750000 Penalty: 2930.001221
	Iteration 19Q: 3 clusters Score -2392760 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2392781.000000 Penalty: 2930.001221
	Iteration 20F: 3 clusters Score -2392781 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2392796.000000 Penalty: 2930.001221
	Iteration 21Q: 3 clusters Score -2392796 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2392810.750000 Penalty: 2930.001221
	Iteration 22Q: 3 clusters Score -2392811 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2392825.750000 Penalty: 2930.001221
	Iteration 23Q: 3 clusters Score -2392826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2392834.500000 Penalty: 2930.001221
	Iteration 24Q: 3 clusters Score -2392834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2392845.750000 Penalty: 2930.001221
	Iteration 25Q: 3 clusters Score -2392846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2392854.500000 Penalty: 2930.001221
	Iteration 26Q: 3 clusters Score -2392854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2392855.000000 Penalty: 2930.001221
	Iteration 27Q: 3 clusters Score -2392855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2392853.750000 Penalty: 2930.001221
	Iteration 28Q: 3 clusters Score -2392854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2392856.250000 Penalty: 2930.001221
	Iteration 29Q: 3 clusters Score -2392856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2392857.000000 Penalty: 2930.001221
	Iteration 30Q: 3 clusters Score -2392857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2392862.250000 Penalty: 2930.001221
	Iteration 31Q: 3 clusters Score -2392862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2392863.000000 Penalty: 2930.001221
	Iteration 32Q: 3 clusters Score -2392863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -2392869.500000 Penalty: 2930.001221
	Iteration 33Q: 3 clusters Score -2392870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2392879.000000 Penalty: 2930.001221
	Iteration 34Q: 3 clusters Score -2392879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2392884.000000 Penalty: 2930.001221
	Iteration 35Q: 3 clusters Score -2392884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2392889.750000 Penalty: 2930.001221
	Iteration 36Q: 3 clusters Score -2392890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2392889.750000 Penalty: 2930.001221
	Iteration 37F: 3 clusters Score -2392890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (53778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53778 members 
Entering Unmasked Estep 
Score: -6865029.000000 Penalty: 1620.821899
	Iteration 0F: 2 clusters Score -6865029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26931 members 
Mstep: Class 2 contains 26847 members 
Entering Unmasked Estep 
Score: -6831448.000000 Penalty: 3241.643799
	Iteration 0F: 3 clusters Score -6831448 nChanged 24928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27477 members 
Mstep: Class 2 contains 26301 members 
Entering Unmasked Estep 
Score: -6845267.000000 Penalty: 3241.643799
	Iteration 1F: 3 clusters Score -6845267 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27786 members 
Mstep: Class 2 contains 25992 members 
Entering Unmasked Estep 
Score: -6845923.000000 Penalty: 3241.643799
	Iteration 2Q: 3 clusters Score -6845923 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28141 members 
Mstep: Class 2 contains 25637 members 
Entering Unmasked Estep 
Score: -6846588.500000 Penalty: 3241.643799
	Iteration 3Q: 3 clusters Score -6846588 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28717 members 
Mstep: Class 2 contains 25061 members 
Entering Unmasked Estep 
Score: -6847193.500000 Penalty: 3241.643799
	Iteration 4Q: 3 clusters Score -6847194 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29525 members 
Mstep: Class 2 contains 24253 members 
Entering Unmasked Estep 
Score: -6847944.000000 Penalty: 3241.643799
	Iteration 5Q: 3 clusters Score -6847944 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30593 members 
Mstep: Class 2 contains 23185 members 
Entering Unmasked Estep 
Score: -6848712.000000 Penalty: 3241.643799
	Iteration 6Q: 3 clusters Score -6848712 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31947 members 
Mstep: Class 2 contains 21831 members 
Entering Unmasked Estep 
Score: -6849659.000000 Penalty: 3241.643799
	Iteration 7Q: 3 clusters Score -6849659 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33658 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
Score: -6850800.000000 Penalty: 3241.643799
	Iteration 8Q: 3 clusters Score -6850800 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35792 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -6852234.500000 Penalty: 3241.643799
	Iteration 9Q: 3 clusters Score -6852234 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38249 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -6853933.000000 Penalty: 3241.643799
	Iteration 10F: 3 clusters Score -6853933 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40838 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -6855689.500000 Penalty: 3241.643799
	Iteration 11F: 3 clusters Score -6855690 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43358 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -6857339.000000 Penalty: 3241.643799
	Iteration 12Q: 3 clusters Score -6857339 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45690 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -6858949.500000 Penalty: 3241.643799
	Iteration 13Q: 3 clusters Score -6858950 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47584 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -6860159.500000 Penalty: 3241.643799
	Iteration 14Q: 3 clusters Score -6860160 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49110 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -6861141.000000 Penalty: 3241.643799
	Iteration 15Q: 3 clusters Score -6861141 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50289 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -6861908.000000 Penalty: 3241.643799
	Iteration 16Q: 3 clusters Score -6861908 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51117 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -6862400.500000 Penalty: 3241.643799
	Iteration 17Q: 3 clusters Score -6862400 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51687 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -6862716.500000 Penalty: 3241.643799
	Iteration 18Q: 3 clusters Score -6862716 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52140 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -6862979.500000 Penalty: 3241.643799
	Iteration 19Q: 3 clusters Score -6862980 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52459 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -6863180.500000 Penalty: 3241.643799
	Iteration 20F: 3 clusters Score -6863180 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52702 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -6863338.500000 Penalty: 3241.643799
	Iteration 21Q: 3 clusters Score -6863338 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52864 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -6863435.500000 Penalty: 3241.643799
	Iteration 22Q: 3 clusters Score -6863436 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52967 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -6863517.500000 Penalty: 3241.643799
	Iteration 23Q: 3 clusters Score -6863518 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53034 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -6863548.500000 Penalty: 3241.643799
	Iteration 24Q: 3 clusters Score -6863548 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53080 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -6863579.500000 Penalty: 3241.643799
	Iteration 25Q: 3 clusters Score -6863580 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53119 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -6863609.500000 Penalty: 3241.643799
	Iteration 26Q: 3 clusters Score -6863610 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53150 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -6863624.500000 Penalty: 3241.643799
	Iteration 27Q: 3 clusters Score -6863624 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53173 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -6863646.500000 Penalty: 3241.643799
	Iteration 28Q: 3 clusters Score -6863646 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53194 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -6863662.500000 Penalty: 3241.643799
	Iteration 29Q: 3 clusters Score -6863662 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53208 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -6863673.500000 Penalty: 3241.643799
	Iteration 30Q: 3 clusters Score -6863674 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53220 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -6863681.000000 Penalty: 3241.643799
	Iteration 31Q: 3 clusters Score -6863681 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53231 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -6863684.500000 Penalty: 3241.643799
	Iteration 32Q: 3 clusters Score -6863684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53234 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -6863683.500000 Penalty: 3241.643799
	Iteration 33Q: 3 clusters Score -6863684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53241 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -6863676.500000 Penalty: 3241.643799
	Iteration 34Q: 3 clusters Score -6863676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53249 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -6863683.000000 Penalty: 3241.643799
	Iteration 35Q: 3 clusters Score -6863683 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53264 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -6863694.000000 Penalty: 3241.643799
	Iteration 36Q: 3 clusters Score -6863694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53273 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -6863702.000000 Penalty: 3241.643799
	Iteration 37Q: 3 clusters Score -6863702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53277 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -6863712.500000 Penalty: 3241.643799
	Iteration 38Q: 3 clusters Score -6863712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53278 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -6863713.000000 Penalty: 3241.643799
	Iteration 39Q: 3 clusters Score -6863713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53279 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -6863710.000000 Penalty: 3241.643799
	Iteration 40F: 3 clusters Score -6863710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53283 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -6863708.000000 Penalty: 3241.643799
	Iteration 41Q: 3 clusters Score -6863708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53288 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -6863716.000000 Penalty: 3241.643799
	Iteration 42Q: 3 clusters Score -6863716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53288 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -6863716.000000 Penalty: 3241.643799
	Iteration 43F: 3 clusters Score -6863716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Entering Unmasked Estep 
Score: -308860.656250 Penalty: 1172.382324
	Iteration 0F: 2 clusters Score -308860.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -306587.437500 Penalty: 2344.764648
	Iteration 0F: 3 clusters Score -306587.4 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -307177.812500 Penalty: 2344.764648
	Iteration 1F: 3 clusters Score -307177.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -307294.468750 Penalty: 2344.764648
	Iteration 2F: 3 clusters Score -307294.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -307367.062500 Penalty: 2344.764648
	Iteration 3Q: 3 clusters Score -307367.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -307413.718750 Penalty: 2344.764648
	Iteration 4Q: 3 clusters Score -307413.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -307441.781250 Penalty: 2344.764648
	Iteration 5Q: 3 clusters Score -307441.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -307460.250000 Penalty: 2344.764648
	Iteration 6Q: 3 clusters Score -307460.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -307474.750000 Penalty: 2344.764648
	Iteration 7Q: 3 clusters Score -307474.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -307488.625000 Penalty: 2344.764648
	Iteration 8Q: 3 clusters Score -307488.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -307504.343750 Penalty: 2344.764648
	Iteration 9Q: 3 clusters Score -307504.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -307515.625000 Penalty: 2344.764648
	Iteration 10Q: 3 clusters Score -307515.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -307528.562500 Penalty: 2344.764648
	Iteration 11Q: 3 clusters Score -307528.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -307540.531250 Penalty: 2344.764648
	Iteration 12Q: 3 clusters Score -307540.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -307557.156250 Penalty: 2344.764648
	Iteration 13Q: 3 clusters Score -307557.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -307581.312500 Penalty: 2344.764648
	Iteration 14Q: 3 clusters Score -307581.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -307600.218750 Penalty: 2344.764648
	Iteration 15Q: 3 clusters Score -307600.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -307619.093750 Penalty: 2344.764648
	Iteration 16Q: 3 clusters Score -307619.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -307657.093750 Penalty: 2344.764648
	Iteration 17Q: 3 clusters Score -307657.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -307689.437500 Penalty: 2344.764648
	Iteration 18Q: 3 clusters Score -307689.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -307709.250000 Penalty: 2344.764648
	Iteration 19Q: 3 clusters Score -307709.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -307726.375000 Penalty: 2344.764648
	Iteration 20F: 3 clusters Score -307726.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -307750.406250 Penalty: 2344.764648
	Iteration 21Q: 3 clusters Score -307750.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -307780.625000 Penalty: 2344.764648
	Iteration 22Q: 3 clusters Score -307780.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -307813.562500 Penalty: 2344.764648
	Iteration 23Q: 3 clusters Score -307813.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -307840.750000 Penalty: 2344.764648
	Iteration 24Q: 3 clusters Score -307840.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -307868.843750 Penalty: 2344.764648
	Iteration 25Q: 3 clusters Score -307868.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -307902.156250 Penalty: 2344.764648
	Iteration 26Q: 3 clusters Score -307902.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -307940.687500 Penalty: 2344.764648
	Iteration 27Q: 3 clusters Score -307940.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -307997.718750 Penalty: 2344.764648
	Iteration 28Q: 3 clusters Score -307997.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -308039.687500 Penalty: 2344.764648
	Iteration 29Q: 3 clusters Score -308039.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -308078.187500 Penalty: 2344.764648
	Iteration 30Q: 3 clusters Score -308078.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -308108.031250 Penalty: 2344.764648
	Iteration 31Q: 3 clusters Score -308108 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -308137.718750 Penalty: 2344.764648
	Iteration 32Q: 3 clusters Score -308137.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -308174.218750 Penalty: 2344.764648
	Iteration 33Q: 3 clusters Score -308174.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -308196.468750 Penalty: 2344.764648
	Iteration 34Q: 3 clusters Score -308196.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -308213.281250 Penalty: 2344.764648
	Iteration 35Q: 3 clusters Score -308213.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -308223.437500 Penalty: 2344.764648
	Iteration 36Q: 3 clusters Score -308223.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -308236.343750 Penalty: 2344.764648
	Iteration 37Q: 3 clusters Score -308236.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -308255.062500 Penalty: 2344.764648
	Iteration 38Q: 3 clusters Score -308255.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -308282.093750 Penalty: 2344.764648
	Iteration 39Q: 3 clusters Score -308282.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -308307.031250 Penalty: 2344.764648
	Iteration 40F: 3 clusters Score -308307 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -308324.281250 Penalty: 2344.764648
	Iteration 41Q: 3 clusters Score -308324.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -308343.781250 Penalty: 2344.764648
	Iteration 42Q: 3 clusters Score -308343.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -308362.718750 Penalty: 2344.764648
	Iteration 43Q: 3 clusters Score -308362.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -308385.093750 Penalty: 2344.764648
	Iteration 44Q: 3 clusters Score -308385.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -308401.562500 Penalty: 2344.764648
	Iteration 45Q: 3 clusters Score -308401.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -308412.500000 Penalty: 2344.764648
	Iteration 46Q: 3 clusters Score -308412.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -308423.281250 Penalty: 2344.764648
	Iteration 47Q: 3 clusters Score -308423.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -308430.875000 Penalty: 2344.764648
	Iteration 48Q: 3 clusters Score -308430.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -308439.312500 Penalty: 2344.764648
	Iteration 49Q: 3 clusters Score -308439.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -308444.031250 Penalty: 2344.764648
	Iteration 50Q: 3 clusters Score -308444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -308447.625000 Penalty: 2344.764648
	Iteration 51Q: 3 clusters Score -308447.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -308450.750000 Penalty: 2344.764648
	Iteration 52Q: 3 clusters Score -308450.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -308453.875000 Penalty: 2344.764648
	Iteration 53Q: 3 clusters Score -308453.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -308456.218750 Penalty: 2344.764648
	Iteration 54Q: 3 clusters Score -308456.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -308457.843750 Penalty: 2344.764648
	Iteration 55Q: 3 clusters Score -308457.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -308460.093750 Penalty: 2344.764648
	Iteration 56Q: 3 clusters Score -308460.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -308463.593750 Penalty: 2344.764648
	Iteration 57Q: 3 clusters Score -308463.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -308468.218750 Penalty: 2344.764648
	Iteration 58Q: 3 clusters Score -308468.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -308474.687500 Penalty: 2344.764648
	Iteration 59Q: 3 clusters Score -308474.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -308480.843750 Penalty: 2344.764648
	Iteration 60F: 3 clusters Score -308480.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -308486.781250 Penalty: 2344.764648
	Iteration 61Q: 3 clusters Score -308486.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -308493.656250 Penalty: 2344.764648
	Iteration 62Q: 3 clusters Score -308493.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -308502.093750 Penalty: 2344.764648
	Iteration 63Q: 3 clusters Score -308502.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -308512.687500 Penalty: 2344.764648
	Iteration 64Q: 3 clusters Score -308512.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -308519.562500 Penalty: 2344.764648
	Iteration 65Q: 3 clusters Score -308519.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -308524.625000 Penalty: 2344.764648
	Iteration 66Q: 3 clusters Score -308524.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -308531.093750 Penalty: 2344.764648
	Iteration 67Q: 3 clusters Score -308531.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -308535.593750 Penalty: 2344.764648
	Iteration 68Q: 3 clusters Score -308535.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -308542.000000 Penalty: 2344.764648
	Iteration 69Q: 3 clusters Score -308542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -308547.437500 Penalty: 2344.764648
	Iteration 70Q: 3 clusters Score -308547.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -308551.375000 Penalty: 2344.764648
	Iteration 71Q: 3 clusters Score -308551.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -308560.343750 Penalty: 2344.764648
	Iteration 72Q: 3 clusters Score -308560.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -308566.687500 Penalty: 2344.764648
	Iteration 73Q: 3 clusters Score -308566.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -308572.375000 Penalty: 2344.764648
	Iteration 74Q: 3 clusters Score -308572.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -308581.250000 Penalty: 2344.764648
	Iteration 75Q: 3 clusters Score -308581.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -308598.718750 Penalty: 2344.764648
	Iteration 76Q: 3 clusters Score -308598.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -308612.468750 Penalty: 2344.764648
	Iteration 77Q: 3 clusters Score -308612.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -308630.937500 Penalty: 2344.764648
	Iteration 78Q: 3 clusters Score -308630.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -308656.093750 Penalty: 2344.764648
	Iteration 79Q: 3 clusters Score -308656.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -308692.718750 Penalty: 2344.764648
	Iteration 80F: 3 clusters Score -308692.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -308733.125000 Penalty: 2344.764648
	Iteration 81Q: 3 clusters Score -308733.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -308767.906250 Penalty: 2344.764648
	Iteration 82Q: 3 clusters Score -308767.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -308782.875000 Penalty: 2344.764648
	Iteration 83Q: 3 clusters Score -308782.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -308793.031250 Penalty: 2344.764648
	Iteration 84Q: 3 clusters Score -308793 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -308803.843750 Penalty: 2344.764648
	Iteration 85Q: 3 clusters Score -308803.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -308807.750000 Penalty: 2344.764648
	Iteration 86Q: 3 clusters Score -308807.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -308810.156250 Penalty: 2344.764648
	Iteration 87Q: 3 clusters Score -308810.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -308812.312500 Penalty: 2344.764648
	Iteration 88Q: 3 clusters Score -308812.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -308813.843750 Penalty: 2344.764648
	Iteration 89Q: 3 clusters Score -308813.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -308814.812500 Penalty: 2344.764648
	Iteration 90Q: 3 clusters Score -308814.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -308815.781250 Penalty: 2344.764648
	Iteration 91Q: 3 clusters Score -308815.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -308815.843750 Penalty: 2344.764648
	Iteration 92Q: 3 clusters Score -308815.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -308815.843750 Penalty: 2344.764648
	Iteration 93F: 3 clusters Score -308815.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Entering Unmasked Estep 
Score: -135179.062500 Penalty: 1092.509155
	Iteration 0F: 2 clusters Score -135179.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -133732.234375 Penalty: 2185.018311
	Iteration 0F: 3 clusters Score -133732.2 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -135001.359375 Penalty: 2185.018311
	Iteration 1F: 3 clusters Score -135001.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -136032.921875 Penalty: 2185.018311
	Iteration 2F: 3 clusters Score -136032.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -136943.984375 Penalty: 2185.018311
	Iteration 3F: 3 clusters Score -136944 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -137247.437500 Penalty: 2185.018311
	Iteration 4F: 3 clusters Score -137247.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -137384.000000 Penalty: 2185.018311
	Iteration 5Q: 3 clusters Score -137384 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -137426.078125 Penalty: 2185.018311
	Iteration 6Q: 3 clusters Score -137426.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -137445.203125 Penalty: 2185.018311
	Iteration 7Q: 3 clusters Score -137445.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -137446.953125 Penalty: 2185.018311
	Iteration 8Q: 3 clusters Score -137447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -137447.375000 Penalty: 2185.018311
	Iteration 9Q: 3 clusters Score -137447.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -137447.375000 Penalty: 2185.018311
	Iteration 10F: 3 clusters Score -137447.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 47032 members 
Mstep: Class 3 contains 3921 members 
Mstep: Class 4 contains 28562 members 
Mstep: Class 5 contains 11872 members 
Mstep: Class 6 contains 327 members 
Mstep: Class 7 contains 44717 members 
Mstep: Class 8 contains 11672 members 
Mstep: Class 9 contains 25816 members 
Mstep: Class 10 contains 4701 members 
Mstep: Class 11 contains 28771 members 
Mstep: Class 12 contains 1635 members 
Mstep: Class 13 contains 5351 members 
Mstep: Class 14 contains 67099 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 2566 members 
Mstep: Class 17 contains 7367 members 
Mstep: Class 18 contains 38871 members 
Mstep: Class 19 contains 7606 members 
Mstep: Class 20 contains 11909 members 
Mstep: Class 21 contains 21875 members 
Mstep: Class 22 contains 23982 members 
Mstep: Class 23 contains 18872 members 
Mstep: Class 24 contains 53778 members 
Mstep: Class 25 contains 2641 members 
Mstep: Class 26 contains 1009 members 
Mstep: Class 27 contains 6761 members 
Mstep: Class 28 contains 1096 members 
Mstep: Class 29 contains 9337 members 
Mstep: Class 30 contains 21950 members 
Mstep: Class 31 contains 85621 members 
Mstep: Class 32 contains 55761 members 
Mstep: Class 33 contains 157 members 
Mstep: Class 34 contains 475 members 
Mstep: Class 35 contains 5013 members 
Mstep: Class 36 contains 535 members 
Entering Unmasked Estep 
Score: -80970416.000000 Penalty: 71836.898438
Splitting cluster 26 changes total score from -80955392.000000 to -80970416.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 27 (6761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Entering Unmasked Estep 
Score: -785066.062500 Penalty: 1312.256226
	Iteration 0F: 2 clusters Score -785066.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -780353.750000 Penalty: 2624.512451
	Iteration 0F: 3 clusters Score -780353.8 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -781926.125000 Penalty: 2624.512451
	Iteration 1F: 3 clusters Score -781926.1 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -782326.437500 Penalty: 2624.512451
	Iteration 2F: 3 clusters Score -782326.4 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -782614.937500 Penalty: 2624.512451
	Iteration 3F: 3 clusters Score -782614.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -782820.812500 Penalty: 2624.512451
	Iteration 4F: 3 clusters Score -782820.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -783000.937500 Penalty: 2624.512451
	Iteration 5Q: 3 clusters Score -783000.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -783160.375000 Penalty: 2624.512451
	Iteration 6Q: 3 clusters Score -783160.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -783310.750000 Penalty: 2624.512451
	Iteration 7Q: 3 clusters Score -783310.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -783451.375000 Penalty: 2624.512451
	Iteration 8Q: 3 clusters Score -783451.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -783618.562500 Penalty: 2624.512451
	Iteration 9Q: 3 clusters Score -783618.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -783800.687500 Penalty: 2624.512451
	Iteration 10Q: 3 clusters Score -783800.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -783954.187500 Penalty: 2624.512451
	Iteration 11Q: 3 clusters Score -783954.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -784069.125000 Penalty: 2624.512451
	Iteration 12Q: 3 clusters Score -784069.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -784182.062500 Penalty: 2624.512451
	Iteration 13Q: 3 clusters Score -784182.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -784311.250000 Penalty: 2624.512451
	Iteration 14Q: 3 clusters Score -784311.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -784402.000000 Penalty: 2624.512451
	Iteration 15Q: 3 clusters Score -784402 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -784486.437500 Penalty: 2624.512451
	Iteration 16Q: 3 clusters Score -784486.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -784562.000000 Penalty: 2624.512451
	Iteration 17Q: 3 clusters Score -784562 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -784623.375000 Penalty: 2624.512451
	Iteration 18Q: 3 clusters Score -784623.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -784678.500000 Penalty: 2624.512451
	Iteration 19Q: 3 clusters Score -784678.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -784731.562500 Penalty: 2624.512451
	Iteration 20F: 3 clusters Score -784731.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -784769.187500 Penalty: 2624.512451
	Iteration 21Q: 3 clusters Score -784769.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -784797.750000 Penalty: 2624.512451
	Iteration 22Q: 3 clusters Score -784797.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -784827.562500 Penalty: 2624.512451
	Iteration 23Q: 3 clusters Score -784827.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -784853.562500 Penalty: 2624.512451
	Iteration 24Q: 3 clusters Score -784853.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -784874.187500 Penalty: 2624.512451
	Iteration 25Q: 3 clusters Score -784874.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -784899.625000 Penalty: 2624.512451
	Iteration 26Q: 3 clusters Score -784899.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -784927.250000 Penalty: 2624.512451
	Iteration 27Q: 3 clusters Score -784927.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -784953.187500 Penalty: 2624.512451
	Iteration 28Q: 3 clusters Score -784953.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -784988.312500 Penalty: 2624.512451
	Iteration 29Q: 3 clusters Score -784988.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -785017.062500 Penalty: 2624.512451
	Iteration 30Q: 3 clusters Score -785017.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -785044.500000 Penalty: 2624.512451
	Iteration 31Q: 3 clusters Score -785044.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -785088.062500 Penalty: 2624.512451
	Iteration 32Q: 3 clusters Score -785088.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -785144.000000 Penalty: 2624.512451
	Iteration 33Q: 3 clusters Score -785144 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -785173.562500 Penalty: 2624.512451
	Iteration 34Q: 3 clusters Score -785173.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -785190.062500 Penalty: 2624.512451
	Iteration 35Q: 3 clusters Score -785190.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -785200.937500 Penalty: 2624.512451
	Iteration 36Q: 3 clusters Score -785200.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -785207.437500 Penalty: 2624.512451
	Iteration 37Q: 3 clusters Score -785207.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -785211.000000 Penalty: 2624.512451
	Iteration 38Q: 3 clusters Score -785211 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -785215.500000 Penalty: 2624.512451
	Iteration 39Q: 3 clusters Score -785215.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -785219.437500 Penalty: 2624.512451
	Iteration 40F: 3 clusters Score -785219.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -785221.812500 Penalty: 2624.512451
	Iteration 41Q: 3 clusters Score -785221.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -785224.812500 Penalty: 2624.512451
	Iteration 42Q: 3 clusters Score -785224.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -785225.937500 Penalty: 2624.512451
	Iteration 43Q: 3 clusters Score -785225.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -785225.875000 Penalty: 2624.512451
	Iteration 44Q: 3 clusters Score -785225.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -785225.000000 Penalty: 2624.512451
	Iteration 45Q: 3 clusters Score -785225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -785225.000000 Penalty: 2624.512451
	Iteration 46F: 3 clusters Score -785225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 47032 members 
Mstep: Class 3 contains 3921 members 
Mstep: Class 4 contains 28562 members 
Mstep: Class 5 contains 11872 members 
Mstep: Class 6 contains 327 members 
Mstep: Class 7 contains 44717 members 
Mstep: Class 8 contains 11672 members 
Mstep: Class 9 contains 25816 members 
Mstep: Class 10 contains 4701 members 
Mstep: Class 11 contains 28771 members 
Mstep: Class 12 contains 1635 members 
Mstep: Class 13 contains 5351 members 
Mstep: Class 14 contains 67099 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 2566 members 
Mstep: Class 17 contains 7367 members 
Mstep: Class 18 contains 38871 members 
Mstep: Class 19 contains 7606 members 
Mstep: Class 20 contains 11909 members 
Mstep: Class 21 contains 21875 members 
Mstep: Class 22 contains 23982 members 
Mstep: Class 23 contains 18872 members 
Mstep: Class 24 contains 53778 members 
Mstep: Class 25 contains 2641 members 
Mstep: Class 26 contains 1009 members 
Mstep: Class 27 contains 5993 members 
Mstep: Class 28 contains 1096 members 
Mstep: Class 29 contains 9337 members 
Mstep: Class 30 contains 21950 members 
Mstep: Class 31 contains 85621 members 
Mstep: Class 32 contains 55761 members 
Mstep: Class 33 contains 157 members 
Mstep: Class 34 contains 475 members 
Mstep: Class 35 contains 5013 members 
Mstep: Class 36 contains 535 members 
Mstep: Class 37 contains 768 members 
Entering Unmasked Estep 
Score: -80969744.000000 Penalty: 73832.367188
Splitting cluster 27 changes total score from -80955392.000000 to -80969744.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 28 (1096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Entering Unmasked Estep 
Score: -127137.898438 Penalty: 1041.514038
	Iteration 0F: 2 clusters Score -127137.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -125837.109375 Penalty: 2083.028076
	Iteration 0F: 3 clusters Score -125837.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -126112.195312 Penalty: 2083.028076
	Iteration 1F: 3 clusters Score -126112.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -126185.976562 Penalty: 2083.028076
	Iteration 2F: 3 clusters Score -126186 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -126219.742188 Penalty: 2083.028076
	Iteration 3Q: 3 clusters Score -126219.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -126241.648438 Penalty: 2083.028076
	Iteration 4Q: 3 clusters Score -126241.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -126258.312500 Penalty: 2083.028076
	Iteration 5Q: 3 clusters Score -126258.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -126273.742188 Penalty: 2083.028076
	Iteration 6Q: 3 clusters Score -126273.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -126279.156250 Penalty: 2083.028076
	Iteration 7Q: 3 clusters Score -126279.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -126286.039062 Penalty: 2083.028076
	Iteration 8Q: 3 clusters Score -126286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -126289.476562 Penalty: 2083.028076
	Iteration 9Q: 3 clusters Score -126289.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -126291.132812 Penalty: 2083.028076
	Iteration 10Q: 3 clusters Score -126291.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -126291.132812 Penalty: 2083.028076
	Iteration 11F: 3 clusters Score -126291.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (9337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Entering Unmasked Estep 
Score: -1184345.125000 Penalty: 1360.290894
	Iteration 0F: 2 clusters Score -1184345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1177968.625000 Penalty: 2720.581787
	Iteration 0F: 3 clusters Score -1177969 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1179997.375000 Penalty: 2720.581787
	Iteration 1F: 3 clusters Score -1179997 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1180268.750000 Penalty: 2720.581787
	Iteration 2F: 3 clusters Score -1180269 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1180436.750000 Penalty: 2720.581787
	Iteration 3Q: 3 clusters Score -1180437 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1180553.875000 Penalty: 2720.581787
	Iteration 4Q: 3 clusters Score -1180554 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1180650.375000 Penalty: 2720.581787
	Iteration 5Q: 3 clusters Score -1180650 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1180719.375000 Penalty: 2720.581787
	Iteration 6Q: 3 clusters Score -1180719 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1180779.625000 Penalty: 2720.581787
	Iteration 7Q: 3 clusters Score -1180780 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1180826.500000 Penalty: 2720.581787
	Iteration 8Q: 3 clusters Score -1180826 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1180879.250000 Penalty: 2720.581787
	Iteration 9Q: 3 clusters Score -1180879 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1180926.375000 Penalty: 2720.581787
	Iteration 10Q: 3 clusters Score -1180926 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1180984.500000 Penalty: 2720.581787
	Iteration 11Q: 3 clusters Score -1180984 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1181028.500000 Penalty: 2720.581787
	Iteration 12Q: 3 clusters Score -1181028 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1181075.875000 Penalty: 2720.581787
	Iteration 13Q: 3 clusters Score -1181076 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1181136.125000 Penalty: 2720.581787
	Iteration 14Q: 3 clusters Score -1181136 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1181210.375000 Penalty: 2720.581787
	Iteration 15Q: 3 clusters Score -1181210 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1181302.375000 Penalty: 2720.581787
	Iteration 16Q: 3 clusters Score -1181302 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1181410.125000 Penalty: 2720.581787
	Iteration 17Q: 3 clusters Score -1181410 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1181541.375000 Penalty: 2720.581787
	Iteration 18Q: 3 clusters Score -1181541 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1181716.125000 Penalty: 2720.581787
	Iteration 19Q: 3 clusters Score -1181716 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1181938.375000 Penalty: 2720.581787
	Iteration 20F: 3 clusters Score -1181938 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1182151.000000 Penalty: 2720.581787
	Iteration 21Q: 3 clusters Score -1182151 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1182361.125000 Penalty: 2720.581787
	Iteration 22Q: 3 clusters Score -1182361 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1182555.375000 Penalty: 2720.581787
	Iteration 23Q: 3 clusters Score -1182555 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1182717.625000 Penalty: 2720.581787
	Iteration 24Q: 3 clusters Score -1182718 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1182868.250000 Penalty: 2720.581787
	Iteration 25Q: 3 clusters Score -1182868 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1182957.875000 Penalty: 2720.581787
	Iteration 26Q: 3 clusters Score -1182958 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1183022.125000 Penalty: 2720.581787
	Iteration 27Q: 3 clusters Score -1183022 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1183065.750000 Penalty: 2720.581787
	Iteration 28Q: 3 clusters Score -1183066 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1183108.500000 Penalty: 2720.581787
	Iteration 29Q: 3 clusters Score -1183108 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1183137.125000 Penalty: 2720.581787
	Iteration 30Q: 3 clusters Score -1183137 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1183164.000000 Penalty: 2720.581787
	Iteration 31Q: 3 clusters Score -1183164 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1183181.125000 Penalty: 2720.581787
	Iteration 32Q: 3 clusters Score -1183181 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1183205.875000 Penalty: 2720.581787
	Iteration 33Q: 3 clusters Score -1183206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1183216.375000 Penalty: 2720.581787
	Iteration 34Q: 3 clusters Score -1183216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1183224.625000 Penalty: 2720.581787
	Iteration 35Q: 3 clusters Score -1183225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1183226.125000 Penalty: 2720.581787
	Iteration 36Q: 3 clusters Score -1183226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1183228.375000 Penalty: 2720.581787
	Iteration 37Q: 3 clusters Score -1183228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1183228.375000 Penalty: 2720.581787
	Iteration 38F: 3 clusters Score -1183228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (21950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Entering Unmasked Estep 
Score: -2777956.500000 Penalty: 1487.482666
	Iteration 0F: 2 clusters Score -2777956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -2763501.500000 Penalty: 2974.965332
	Iteration 0F: 3 clusters Score -2763502 nChanged 9700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -2768756.750000 Penalty: 2974.965332
	Iteration 1F: 3 clusters Score -2768757 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -2769109.750000 Penalty: 2974.965332
	Iteration 2Q: 3 clusters Score -2769110 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -2769439.500000 Penalty: 2974.965332
	Iteration 3Q: 3 clusters Score -2769440 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -2769806.750000 Penalty: 2974.965332
	Iteration 4Q: 3 clusters Score -2769807 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -2770221.000000 Penalty: 2974.965332
	Iteration 5Q: 3 clusters Score -2770221 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -2770774.500000 Penalty: 2974.965332
	Iteration 6Q: 3 clusters Score -2770774 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -2771448.000000 Penalty: 2974.965332
	Iteration 7F: 3 clusters Score -2771448 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -2772309.500000 Penalty: 2974.965332
	Iteration 8F: 3 clusters Score -2772310 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -2773272.000000 Penalty: 2974.965332
	Iteration 9F: 3 clusters Score -2773272 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -2774177.500000 Penalty: 2974.965332
	Iteration 10F: 3 clusters Score -2774178 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -2774961.000000 Penalty: 2974.965332
	Iteration 11Q: 3 clusters Score -2774961 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -2775665.250000 Penalty: 2974.965332
	Iteration 12Q: 3 clusters Score -2775665 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -2776224.000000 Penalty: 2974.965332
	Iteration 13Q: 3 clusters Score -2776224 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -2776598.750000 Penalty: 2974.965332
	Iteration 14Q: 3 clusters Score -2776599 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
Score: -2776755.250000 Penalty: 2974.965332
	Iteration 15Q: 3 clusters Score -2776755 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 20028 members 
Entering Unmasked Estep 
Score: -2776841.250000 Penalty: 2974.965332
	Iteration 16Q: 3 clusters Score -2776841 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -2776891.000000 Penalty: 2974.965332
	Iteration 17Q: 3 clusters Score -2776891 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 20187 members 
Entering Unmasked Estep 
Score: -2776937.750000 Penalty: 2974.965332
	Iteration 18Q: 3 clusters Score -2776938 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 20243 members 
Entering Unmasked Estep 
Score: -2776957.250000 Penalty: 2974.965332
	Iteration 19Q: 3 clusters Score -2776957 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -2776976.250000 Penalty: 2974.965332
	Iteration 20F: 3 clusters Score -2776976 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 20342 members 
Entering Unmasked Estep 
Score: -2776989.250000 Penalty: 2974.965332
	Iteration 21Q: 3 clusters Score -2776989 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -2777009.250000 Penalty: 2974.965332
	Iteration 22Q: 3 clusters Score -2777009 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -2777022.750000 Penalty: 2974.965332
	Iteration 23Q: 3 clusters Score -2777023 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -2777039.000000 Penalty: 2974.965332
	Iteration 24Q: 3 clusters Score -2777039 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -2777042.750000 Penalty: 2974.965332
	Iteration 25Q: 3 clusters Score -2777043 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 20507 members 
Entering Unmasked Estep 
Score: -2777042.750000 Penalty: 2974.965332
	Iteration 26Q: 3 clusters Score -2777043 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -2777065.250000 Penalty: 2974.965332
	Iteration 27Q: 3 clusters Score -2777065 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -2777073.250000 Penalty: 2974.965332
	Iteration 28Q: 3 clusters Score -2777073 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -2777086.500000 Penalty: 2974.965332
	Iteration 29Q: 3 clusters Score -2777086 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -2777087.500000 Penalty: 2974.965332
	Iteration 30Q: 3 clusters Score -2777088 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -2777094.500000 Penalty: 2974.965332
	Iteration 31Q: 3 clusters Score -2777094 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 20605 members 
Entering Unmasked Estep 
Score: -2777097.750000 Penalty: 2974.965332
	Iteration 32Q: 3 clusters Score -2777098 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -2777109.250000 Penalty: 2974.965332
	Iteration 33Q: 3 clusters Score -2777109 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -2777112.750000 Penalty: 2974.965332
	Iteration 34Q: 3 clusters Score -2777113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -2777117.250000 Penalty: 2974.965332
	Iteration 35Q: 3 clusters Score -2777117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 20640 members 
Entering Unmasked Estep 
Score: -2777115.500000 Penalty: 2974.965332
	Iteration 36Q: 3 clusters Score -2777116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -2777117.750000 Penalty: 2974.965332
	Iteration 37Q: 3 clusters Score -2777118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -2777120.250000 Penalty: 2974.965332
	Iteration 38Q: 3 clusters Score -2777120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -2777129.750000 Penalty: 2974.965332
	Iteration 39Q: 3 clusters Score -2777130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -2777130.750000 Penalty: 2974.965332
	Iteration 40F: 3 clusters Score -2777131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -2777131.750000 Penalty: 2974.965332
	Iteration 41Q: 3 clusters Score -2777132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -2777129.000000 Penalty: 2974.965332
	Iteration 42Q: 3 clusters Score -2777129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -2777130.250000 Penalty: 2974.965332
	Iteration 43Q: 3 clusters Score -2777130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -2777131.000000 Penalty: 2974.965332
	Iteration 44Q: 3 clusters Score -2777131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -2777134.500000 Penalty: 2974.965332
	Iteration 45Q: 3 clusters Score -2777134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -2777130.750000 Penalty: 2974.965332
	Iteration 46Q: 3 clusters Score -2777131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -2777129.000000 Penalty: 2974.965332
	Iteration 47Q: 3 clusters Score -2777129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -2777129.000000 Penalty: 2974.965332
	Iteration 48F: 3 clusters Score -2777129 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (85621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85621 members 
Entering Unmasked Estep 
Score: -10873344.000000 Penalty: 1690.023682
	Iteration 0F: 2 clusters Score -1.087334e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42581 members 
Mstep: Class 2 contains 43040 members 
Entering Unmasked Estep 
Score: -10826584.000000 Penalty: 3380.047363
	Iteration 0F: 3 clusters Score -1.082658e+07 nChanged 40411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40302 members 
Mstep: Class 2 contains 45319 members 
Entering Unmasked Estep 
Score: -10849502.000000 Penalty: 3380.047363
	Iteration 1F: 3 clusters Score -1.08495e+07 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39088 members 
Mstep: Class 2 contains 46533 members 
Entering Unmasked Estep 
Score: -10850161.000000 Penalty: 3380.047363
	Iteration 2Q: 3 clusters Score -1.085016e+07 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37421 members 
Mstep: Class 2 contains 48200 members 
Entering Unmasked Estep 
Score: -10850986.000000 Penalty: 3380.047363
	Iteration 3Q: 3 clusters Score -1.085099e+07 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35123 members 
Mstep: Class 2 contains 50498 members 
Entering Unmasked Estep 
Score: -10852255.000000 Penalty: 3380.047363
	Iteration 4Q: 3 clusters Score -1.085226e+07 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32132 members 
Mstep: Class 2 contains 53489 members 
Entering Unmasked Estep 
Score: -10853958.000000 Penalty: 3380.047363
	Iteration 5F: 3 clusters Score -1.085396e+07 nChanged 4957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28491 members 
Mstep: Class 2 contains 57130 members 
Entering Unmasked Estep 
Score: -10856380.000000 Penalty: 3380.047363
	Iteration 6F: 3 clusters Score -1.085638e+07 nChanged 5296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24367 members 
Mstep: Class 2 contains 61254 members 
Entering Unmasked Estep 
Score: -10859753.000000 Penalty: 3380.047363
	Iteration 7F: 3 clusters Score -1.085975e+07 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 65470 members 
Entering Unmasked Estep 
Score: -10863447.000000 Penalty: 3380.047363
	Iteration 8F: 3 clusters Score -1.086345e+07 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 69201 members 
Entering Unmasked Estep 
Score: -10866826.000000 Penalty: 3380.047363
	Iteration 9F: 3 clusters Score -1.086683e+07 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 72366 members 
Entering Unmasked Estep 
Score: -10869203.000000 Penalty: 3380.047363
	Iteration 10Q: 3 clusters Score -1.08692e+07 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 74900 members 
Entering Unmasked Estep 
Score: -10870936.000000 Penalty: 3380.047363
	Iteration 11Q: 3 clusters Score -1.087094e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 76813 members 
Entering Unmasked Estep 
Score: -10872146.000000 Penalty: 3380.047363
	Iteration 12Q: 3 clusters Score -1.087215e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 78255 members 
Entering Unmasked Estep 
Score: -10872887.000000 Penalty: 3380.047363
	Iteration 13Q: 3 clusters Score -1.087289e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 79292 members 
Entering Unmasked Estep 
Score: -10873270.000000 Penalty: 3380.047363
	Iteration 14Q: 3 clusters Score -1.087327e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 80040 members 
Entering Unmasked Estep 
Score: -10873606.000000 Penalty: 3380.047363
	Iteration 15Q: 3 clusters Score -1.087361e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 80596 members 
Entering Unmasked Estep 
Score: -10873869.000000 Penalty: 3380.047363
	Iteration 16Q: 3 clusters Score -1.087387e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 81015 members 
Entering Unmasked Estep 
Score: -10874021.000000 Penalty: 3380.047363
	Iteration 17Q: 3 clusters Score -1.087402e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 81332 members 
Entering Unmasked Estep 
Score: -10874163.000000 Penalty: 3380.047363
	Iteration 18Q: 3 clusters Score -1.087416e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 81563 members 
Entering Unmasked Estep 
Score: -10874266.000000 Penalty: 3380.047363
	Iteration 19Q: 3 clusters Score -1.087427e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 81706 members 
Entering Unmasked Estep 
Score: -10874374.000000 Penalty: 3380.047363
	Iteration 20F: 3 clusters Score -1.087437e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 81826 members 
Entering Unmasked Estep 
Score: -10874453.000000 Penalty: 3380.047363
	Iteration 21Q: 3 clusters Score -1.087445e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 81909 members 
Entering Unmasked Estep 
Score: -10874486.000000 Penalty: 3380.047363
	Iteration 22Q: 3 clusters Score -1.087449e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 81964 members 
Entering Unmasked Estep 
Score: -10874513.000000 Penalty: 3380.047363
	Iteration 23Q: 3 clusters Score -1.087451e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 82003 members 
Entering Unmasked Estep 
Score: -10874545.000000 Penalty: 3380.047363
	Iteration 24Q: 3 clusters Score -1.087454e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 82043 members 
Entering Unmasked Estep 
Score: -10874541.000000 Penalty: 3380.047363
	Iteration 25Q: 3 clusters Score -1.087454e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 82079 members 
Entering Unmasked Estep 
Score: -10874551.000000 Penalty: 3380.047363
	Iteration 26Q: 3 clusters Score -1.087455e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 82112 members 
Entering Unmasked Estep 
Score: -10874564.000000 Penalty: 3380.047363
	Iteration 27Q: 3 clusters Score -1.087456e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 82136 members 
Entering Unmasked Estep 
Score: -10874587.000000 Penalty: 3380.047363
	Iteration 28Q: 3 clusters Score -1.087459e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 82149 members 
Entering Unmasked Estep 
Score: -10874595.000000 Penalty: 3380.047363
	Iteration 29Q: 3 clusters Score -1.08746e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 82151 members 
Entering Unmasked Estep 
Score: -10874601.000000 Penalty: 3380.047363
	Iteration 30Q: 3 clusters Score -1.08746e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 82152 members 
Entering Unmasked Estep 
Score: -10874623.000000 Penalty: 3380.047363
	Iteration 31Q: 3 clusters Score -1.087462e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 82162 members 
Entering Unmasked Estep 
Score: -10874639.000000 Penalty: 3380.047363
	Iteration 32Q: 3 clusters Score -1.087464e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 82166 members 
Entering Unmasked Estep 
Score: -10874652.000000 Penalty: 3380.047363
	Iteration 33Q: 3 clusters Score -1.087465e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 82181 members 
Entering Unmasked Estep 
Score: -10874646.000000 Penalty: 3380.047363
	Iteration 34Q: 3 clusters Score -1.087465e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 82188 members 
Entering Unmasked Estep 
Score: -10874631.000000 Penalty: 3380.047363
	Iteration 35Q: 3 clusters Score -1.087463e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 82195 members 
Entering Unmasked Estep 
Score: -10874646.000000 Penalty: 3380.047363
	Iteration 36Q: 3 clusters Score -1.087465e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 82199 members 
Entering Unmasked Estep 
Score: -10874643.000000 Penalty: 3380.047363
	Iteration 37Q: 3 clusters Score -1.087464e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 82204 members 
Entering Unmasked Estep 
Score: -10874640.000000 Penalty: 3380.047363
	Iteration 38Q: 3 clusters Score -1.087464e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 82207 members 
Entering Unmasked Estep 
Score: -10874642.000000 Penalty: 3380.047363
	Iteration 39Q: 3 clusters Score -1.087464e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 82209 members 
Entering Unmasked Estep 
Score: -10874640.000000 Penalty: 3380.047363
	Iteration 40F: 3 clusters Score -1.087464e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 82211 members 
Entering Unmasked Estep 
Score: -10874644.000000 Penalty: 3380.047363
	Iteration 41Q: 3 clusters Score -1.087464e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 82212 members 
Entering Unmasked Estep 
Score: -10874645.000000 Penalty: 3380.047363
	Iteration 42Q: 3 clusters Score -1.087464e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 82212 members 
Entering Unmasked Estep 
Score: -10874645.000000 Penalty: 3380.047363
	Iteration 43F: 3 clusters Score -1.087464e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 47032 members 
Mstep: Class 3 contains 3921 members 
Mstep: Class 4 contains 28562 members 
Mstep: Class 5 contains 11872 members 
Mstep: Class 6 contains 327 members 
Mstep: Class 7 contains 44717 members 
Mstep: Class 8 contains 11672 members 
Mstep: Class 9 contains 25816 members 
Mstep: Class 10 contains 4701 members 
Mstep: Class 11 contains 28771 members 
Mstep: Class 12 contains 1635 members 
Mstep: Class 13 contains 5351 members 
Mstep: Class 14 contains 67099 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 2566 members 
Mstep: Class 17 contains 7367 members 
Mstep: Class 18 contains 38871 members 
Mstep: Class 19 contains 7606 members 
Mstep: Class 20 contains 11909 members 
Mstep: Class 21 contains 21875 members 
Mstep: Class 22 contains 23982 members 
Mstep: Class 23 contains 18872 members 
Mstep: Class 24 contains 53778 members 
Mstep: Class 25 contains 2641 members 
Mstep: Class 26 contains 1009 members 
Mstep: Class 27 contains 5993 members 
Mstep: Class 28 contains 1096 members 
Mstep: Class 29 contains 9337 members 
Mstep: Class 30 contains 21950 members 
Mstep: Class 31 contains 3409 members 
Mstep: Class 32 contains 55761 members 
Mstep: Class 33 contains 157 members 
Mstep: Class 34 contains 475 members 
Mstep: Class 35 contains 5013 members 
Mstep: Class 36 contains 535 members 
Mstep: Class 37 contains 768 members 
Mstep: Class 38 contains 82212 members 
Entering Unmasked Estep 
Score: -80970816.000000 Penalty: 75827.835938
Splitting cluster 31 changes total score from -80955392.000000 to -80970816.000000
So it's getting split into cluster 38.
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 47032 members 
Mstep: Class 3 contains 3921 members 
Mstep: Class 4 contains 28562 members 
Mstep: Class 5 contains 11872 members 
Mstep: Class 6 contains 327 members 
Mstep: Class 7 contains 44717 members 
Mstep: Class 8 contains 11672 members 
Mstep: Class 9 contains 25816 members 
Mstep: Class 10 contains 4701 members 
Mstep: Class 11 contains 28771 members 
Mstep: Class 12 contains 1635 members 
Mstep: Class 13 contains 5351 members 
Mstep: Class 14 contains 67099 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 2566 members 
Mstep: Class 17 contains 7367 members 
Mstep: Class 18 contains 38871 members 
Mstep: Class 19 contains 7606 members 
Mstep: Class 20 contains 11909 members 
Mstep: Class 21 contains 21875 members 
Mstep: Class 22 contains 23982 members 
Mstep: Class 23 contains 18872 members 
Mstep: Class 24 contains 53778 members 
Mstep: Class 25 contains 2641 members 
Mstep: Class 26 contains 1009 members 
Mstep: Class 27 contains 5993 members 
Mstep: Class 28 contains 1096 members 
Mstep: Class 29 contains 9337 members 
Mstep: Class 30 contains 21950 members 
Mstep: Class 31 contains 3409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80973752.000000 Penalty: 75827.835938
Iteration 79Q: 39 clusters Score -8.097375e+07 nChanged 6427
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 47063 members 
Mstep: Class 3 contains 3925 members 
Mstep: Class 4 contains 28758 members 
Mstep: Class 5 contains 11856 members 
Mstep: Class 6 contains 330 members 
Mstep: Class 7 contains 44757 members 
Mstep: Class 8 contains 11598 members 
Mstep: Class 9 contains 25866 members 
Mstep: Class 10 contains 4677 members 
Mstep: Class 11 contains 28789 members 
Mstep: Class 12 contains 1634 members 
Mstep: Class 13 contains 5217 members 
Mstep: Class 14 contains 67218 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 2585 members 
Mstep: Class 17 contains 7441 members 
Mstep: Class 18 contains 38029 members 
Mstep: Class 19 contains 7640 members 
Mstep: Class 20 contains 12573 members 
Mstep: Class 21 contains 21877 members 
Mstep: Class 22 contains 24023 members 
Mstep: Class 23 contains 18875 members 
Mstep: Class 24 contains 54611 members 
Mstep: Class 25 contains 2665 members 
Mstep: Class 26 contains 1010 members 
Mstep: Class 27 contains 6184 members 
Mstep: Class 28 contains 1107 members 
Mstep: Class 29 contains 9431 members 
Mstep: Class 30 contains 21953 members 
Mstep: Class 31 contains 3791 members 
Mstep: Class 32 contains 54892 members 
Mstep: Class 33 contains 157 members 
Mstep: Class 34 contains 474 members 
Mstep: Class 35 contains 4803 members 
Mstep: Class 36 contains 536 members 
Mstep: Class 37 contains 744 members 
Mstep: Class 38 contains 81593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80977328.000000 Penalty: 75827.835938
Iteration 80F: 39 clusters Score -8.097733e+07 nChanged 7325
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 46779 members 
Mstep: Class 3 contains 3925 members 
Mstep: Class 4 contains 28985 members 
Mstep: Class 5 contains 11843 members 
Mstep: Class 6 contains 331 members 
Mstep: Class 7 contains 44695 members 
Mstep: Class 8 contains 11562 members 
Mstep: Class 9 contains 25852 members 
Mstep: Class 10 contains 4664 members 
Mstep: Class 11 contains 28378 members 
Mstep: Class 12 contains 1632 members 
Mstep: Class 13 contains 4842 members 
Mstep: Class 14 contains 67143 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 2599 members 
Mstep: Class 17 contains 7451 members 
Mstep: Class 18 contains 36706 members 
Mstep: Class 19 contains 7639 members 
Mstep: Class 20 contains 13037 members 
Mstep: Class 21 contains 21874 members 
Mstep: Class 22 contains 23694 members 
Mstep: Class 23 contains 18875 members 
Mstep: Class 24 contains 54199 members 
Mstep: Class 25 contains 2629 members 
Mstep: Class 26 contains 1010 members 
Mstep: Class 27 contains 6297 members 
Mstep: Class 28 contains 1100 members 
Mstep: Class 29 contains 9458 members 
Mstep: Class 30 contains 21951 members 
Mstep: Class 31 contains 4022 members 
Mstep: Class 32 contains 56630 members 
Mstep: Class 33 contains 156 members 
Mstep: Class 34 contains 473 members 
Mstep: Class 35 contains 5179 members 
Mstep: Class 36 contains 537 members 
Mstep: Class 37 contains 814 members 
Mstep: Class 38 contains 81765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80978816.000000 Penalty: 75827.835938
Iteration 81Q: 39 clusters Score -8.097882e+07 nChanged 5660
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 46557 members 
Mstep: Class 3 contains 3930 members 
Mstep: Class 4 contains 29327 members 
Mstep: Class 5 contains 11839 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 44673 members 
Mstep: Class 8 contains 11544 members 
Mstep: Class 9 contains 25855 members 
Mstep: Class 10 contains 4648 members 
Mstep: Class 11 contains 28099 members 
Mstep: Class 12 contains 1629 members 
Mstep: Class 13 contains 4506 members 
Mstep: Class 14 contains 67105 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 2606 members 
Mstep: Class 17 contains 7479 members 
Mstep: Class 18 contains 35595 members 
Mstep: Class 19 contains 7636 members 
Mstep: Class 20 contains 13453 members 
Mstep: Class 21 contains 21877 members 
Mstep: Class 22 contains 23429 members 
Mstep: Class 23 contains 18882 members 
Mstep: Class 24 contains 53975 members 
Mstep: Class 25 contains 2614 members 
Mstep: Class 26 contains 1011 members 
Mstep: Class 27 contains 6366 members 
Mstep: Class 28 contains 1104 members 
Mstep: Class 29 contains 9466 members 
Mstep: Class 30 contains 21956 members 
Mstep: Class 31 contains 4207 members 
Mstep: Class 32 contains 57938 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 474 members 
Mstep: Class 35 contains 5380 members 
Mstep: Class 36 contains 535 members 
Mstep: Class 37 contains 849 members 
Mstep: Class 38 contains 81711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80980440.000000 Penalty: 75827.835938
Iteration 82Q: 39 clusters Score -8.098044e+07 nChanged 5063
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 46396 members 
Mstep: Class 3 contains 3936 members 
Mstep: Class 4 contains 29740 members 
Mstep: Class 5 contains 11826 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 44667 members 
Mstep: Class 8 contains 11510 members 
Mstep: Class 9 contains 25859 members 
Mstep: Class 10 contains 4634 members 
Mstep: Class 11 contains 27885 members 
Mstep: Class 12 contains 1626 members 
Mstep: Class 13 contains 4203 members 
Mstep: Class 14 contains 67103 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 2611 members 
Mstep: Class 17 contains 7553 members 
Mstep: Class 18 contains 34647 members 
Mstep: Class 19 contains 7637 members 
Mstep: Class 20 contains 13830 members 
Mstep: Class 21 contains 21879 members 
Mstep: Class 22 contains 23190 members 
Mstep: Class 23 contains 18876 members 
Mstep: Class 24 contains 53727 members 
Mstep: Class 25 contains 2613 members 
Mstep: Class 26 contains 1013 members 
Mstep: Class 27 contains 6410 members 
Mstep: Class 28 contains 1103 members 
Mstep: Class 29 contains 9472 members 
Mstep: Class 30 contains 21963 members 
Mstep: Class 31 contains 4407 members 
Mstep: Class 32 contains 59061 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 475 members 
Mstep: Class 35 contains 5483 members 
Mstep: Class 36 contains 532 members 
Mstep: Class 37 contains 876 members 
Mstep: Class 38 contains 81535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80981472.000000 Penalty: 75827.835938
Iteration 83Q: 39 clusters Score -8.098147e+07 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 46275 members 
Mstep: Class 3 contains 3944 members 
Mstep: Class 4 contains 30177 members 
Mstep: Class 5 contains 11821 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 44658 members 
Mstep: Class 8 contains 11485 members 
Mstep: Class 9 contains 25863 members 
Mstep: Class 10 contains 4618 members 
Mstep: Class 11 contains 27704 members 
Mstep: Class 12 contains 1625 members 
Mstep: Class 13 contains 3924 members 
Mstep: Class 14 contains 67110 members 
Mstep: Class 15 contains 654 members 
Mstep: Class 16 contains 2616 members 
Mstep: Class 17 contains 7639 members 
Mstep: Class 18 contains 33802 members 
Mstep: Class 19 contains 7644 members 
Mstep: Class 20 contains 14172 members 
Mstep: Class 21 contains 21882 members 
Mstep: Class 22 contains 23003 members 
Mstep: Class 23 contains 18870 members 
Mstep: Class 24 contains 53492 members 
Mstep: Class 25 contains 2610 members 
Mstep: Class 26 contains 1014 members 
Mstep: Class 27 contains 6444 members 
Mstep: Class 28 contains 1101 members 
Mstep: Class 29 contains 9471 members 
Mstep: Class 30 contains 21964 members 
Mstep: Class 31 contains 4613 members 
Mstep: Class 32 contains 60063 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 476 members 
Mstep: Class 35 contains 5548 members 
Mstep: Class 36 contains 530 members 
Mstep: Class 37 contains 901 members 
Mstep: Class 38 contains 81235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80982200.000000 Penalty: 75827.835938
Iteration 84Q: 39 clusters Score -8.09822e+07 nChanged 4734
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 46160 members 
Mstep: Class 3 contains 3949 members 
Mstep: Class 4 contains 30711 members 
Mstep: Class 5 contains 11818 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 44653 members 
Mstep: Class 8 contains 11455 members 
Mstep: Class 9 contains 25879 members 
Mstep: Class 10 contains 4606 members 
Mstep: Class 11 contains 27540 members 
Mstep: Class 12 contains 1624 members 
Mstep: Class 13 contains 3665 members 
Mstep: Class 14 contains 67090 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 2624 members 
Mstep: Class 17 contains 7757 members 
Mstep: Class 18 contains 33027 members 
Mstep: Class 19 contains 7641 members 
Mstep: Class 20 contains 14463 members 
Mstep: Class 21 contains 21882 members 
Mstep: Class 22 contains 22814 members 
Mstep: Class 23 contains 18868 members 
Mstep: Class 24 contains 53314 members 
Mstep: Class 25 contains 2603 members 
Mstep: Class 26 contains 1015 members 
Mstep: Class 27 contains 6491 members 
Mstep: Class 28 contains 1100 members 
Mstep: Class 29 contains 9470 members 
Mstep: Class 30 contains 21970 members 
Mstep: Class 31 contains 4834 members 
Mstep: Class 32 contains 60928 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 475 members 
Mstep: Class 35 contains 5589 members 
Mstep: Class 36 contains 529 members 
Mstep: Class 37 contains 916 members 
Mstep: Class 38 contains 80871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80983232.000000 Penalty: 75827.835938
Iteration 85Q: 39 clusters Score -8.098323e+07 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 46058 members 
Mstep: Class 3 contains 3955 members 
Mstep: Class 4 contains 31255 members 
Mstep: Class 5 contains 11825 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 44654 members 
Mstep: Class 8 contains 11436 members 
Mstep: Class 9 contains 25897 members 
Mstep: Class 10 contains 4591 members 
Mstep: Class 11 contains 27405 members 
Mstep: Class 12 contains 1622 members 
Mstep: Class 13 contains 3442 members 
Mstep: Class 14 contains 67069 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 2620 members 
Mstep: Class 17 contains 7873 members 
Mstep: Class 18 contains 32331 members 
Mstep: Class 19 contains 7645 members 
Mstep: Class 20 contains 14711 members 
Mstep: Class 21 contains 21882 members 
Mstep: Class 22 contains 22614 members 
Mstep: Class 23 contains 18872 members 
Mstep: Class 24 contains 53127 members 
Mstep: Class 25 contains 2602 members 
Mstep: Class 26 contains 1017 members 
Mstep: Class 27 contains 6515 members 
Mstep: Class 28 contains 1097 members 
Mstep: Class 29 contains 9469 members 
Mstep: Class 30 contains 21974 members 
Mstep: Class 31 contains 5073 members 
Mstep: Class 32 contains 61719 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 476 members 
Mstep: Class 35 contains 5608 members 
Mstep: Class 36 contains 526 members 
Mstep: Class 37 contains 925 members 
Mstep: Class 38 contains 80476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80983776.000000 Penalty: 75827.835938
Iteration 86Q: 39 clusters Score -8.098378e+07 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 45965 members 
Mstep: Class 3 contains 3956 members 
Mstep: Class 4 contains 31816 members 
Mstep: Class 5 contains 11831 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 44666 members 
Mstep: Class 8 contains 11420 members 
Mstep: Class 9 contains 25911 members 
Mstep: Class 10 contains 4588 members 
Mstep: Class 11 contains 27307 members 
Mstep: Class 12 contains 1620 members 
Mstep: Class 13 contains 3250 members 
Mstep: Class 14 contains 67042 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 2627 members 
Mstep: Class 17 contains 7976 members 
Mstep: Class 18 contains 31664 members 
Mstep: Class 19 contains 7657 members 
Mstep: Class 20 contains 14917 members 
Mstep: Class 21 contains 21881 members 
Mstep: Class 22 contains 22422 members 
Mstep: Class 23 contains 18880 members 
Mstep: Class 24 contains 52977 members 
Mstep: Class 25 contains 2600 members 
Mstep: Class 26 contains 1017 members 
Mstep: Class 27 contains 6531 members 
Mstep: Class 28 contains 1098 members 
Mstep: Class 29 contains 9469 members 
Mstep: Class 30 contains 21978 members 
Mstep: Class 31 contains 5333 members 
Mstep: Class 32 contains 62441 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 479 members 
Mstep: Class 35 contains 5626 members 
Mstep: Class 36 contains 523 members 
Mstep: Class 37 contains 930 members 
Mstep: Class 38 contains 79990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80984960.000000 Penalty: 75827.835938
Iteration 87Q: 39 clusters Score -8.098496e+07 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 45894 members 
Mstep: Class 3 contains 3958 members 
Mstep: Class 4 contains 32411 members 
Mstep: Class 5 contains 11842 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 44674 members 
Mstep: Class 8 contains 11414 members 
Mstep: Class 9 contains 25921 members 
Mstep: Class 10 contains 4582 members 
Mstep: Class 11 contains 27177 members 
Mstep: Class 12 contains 1618 members 
Mstep: Class 13 contains 3071 members 
Mstep: Class 14 contains 67014 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 2632 members 
Mstep: Class 17 contains 8092 members 
Mstep: Class 18 contains 31093 members 
Mstep: Class 19 contains 7661 members 
Mstep: Class 20 contains 15113 members 
Mstep: Class 21 contains 21881 members 
Mstep: Class 22 contains 22224 members 
Mstep: Class 23 contains 18883 members 
Mstep: Class 24 contains 52935 members 
Mstep: Class 25 contains 2598 members 
Mstep: Class 26 contains 1017 members 
Mstep: Class 27 contains 6537 members 
Mstep: Class 28 contains 1097 members 
Mstep: Class 29 contains 9470 members 
Mstep: Class 30 contains 21980 members 
Mstep: Class 31 contains 5577 members 
Mstep: Class 32 contains 63031 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 479 members 
Mstep: Class 35 contains 5640 members 
Mstep: Class 36 contains 523 members 
Mstep: Class 37 contains 934 members 
Mstep: Class 38 contains 79424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80985520.000000 Penalty: 75827.835938
Iteration 88Q: 39 clusters Score -8.098552e+07 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 45817 members 
Mstep: Class 3 contains 3957 members 
Mstep: Class 4 contains 33012 members 
Mstep: Class 5 contains 11847 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 44671 members 
Mstep: Class 8 contains 11406 members 
Mstep: Class 9 contains 25934 members 
Mstep: Class 10 contains 4579 members 
Mstep: Class 11 contains 27083 members 
Mstep: Class 12 contains 1617 members 
Mstep: Class 13 contains 2890 members 
Mstep: Class 14 contains 66983 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 2633 members 
Mstep: Class 17 contains 8201 members 
Mstep: Class 18 contains 30569 members 
Mstep: Class 19 contains 7688 members 
Mstep: Class 20 contains 15277 members 
Mstep: Class 21 contains 21877 members 
Mstep: Class 22 contains 22052 members 
Mstep: Class 23 contains 18880 members 
Mstep: Class 24 contains 52937 members 
Mstep: Class 25 contains 2594 members 
Mstep: Class 26 contains 1017 members 
Mstep: Class 27 contains 6535 members 
Mstep: Class 28 contains 1096 members 
Mstep: Class 29 contains 9470 members 
Mstep: Class 30 contains 21980 members 
Mstep: Class 31 contains 5780 members 
Mstep: Class 32 contains 63599 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 479 members 
Mstep: Class 35 contains 5658 members 
Mstep: Class 36 contains 523 members 
Mstep: Class 37 contains 939 members 
Mstep: Class 38 contains 78833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80986304.000000 Penalty: 75827.835938
Iteration 89Q: 39 clusters Score -8.09863e+07 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 45746 members 
Mstep: Class 3 contains 3957 members 
Mstep: Class 4 contains 33637 members 
Mstep: Class 5 contains 11851 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 44680 members 
Mstep: Class 8 contains 11401 members 
Mstep: Class 9 contains 25949 members 
Mstep: Class 10 contains 4574 members 
Mstep: Class 11 contains 27019 members 
Mstep: Class 12 contains 1614 members 
Mstep: Class 13 contains 2727 members 
Mstep: Class 14 contains 66945 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 2636 members 
Mstep: Class 17 contains 8306 members 
Mstep: Class 18 contains 30048 members 
Mstep: Class 19 contains 7691 members 
Mstep: Class 20 contains 15433 members 
Mstep: Class 21 contains 21874 members 
Mstep: Class 22 contains 21890 members 
Mstep: Class 23 contains 18882 members 
Mstep: Class 24 contains 52859 members 
Mstep: Class 25 contains 2590 members 
Mstep: Class 26 contains 1017 members 
Mstep: Class 27 contains 6530 members 
Mstep: Class 28 contains 1091 members 
Mstep: Class 29 contains 9469 members 
Mstep: Class 30 contains 21984 members 
Mstep: Class 31 contains 5974 members 
Mstep: Class 32 contains 64120 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 479 members 
Mstep: Class 35 contains 5663 members 
Mstep: Class 36 contains 523 members 
Mstep: Class 37 contains 950 members 
Mstep: Class 38 contains 78301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80987184.000000 Penalty: 75827.835938
Iteration 90Q: 39 clusters Score -8.098718e+07 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 45667 members 
Mstep: Class 3 contains 3960 members 
Mstep: Class 4 contains 34272 members 
Mstep: Class 5 contains 11849 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 44694 members 
Mstep: Class 8 contains 11397 members 
Mstep: Class 9 contains 25960 members 
Mstep: Class 10 contains 4570 members 
Mstep: Class 11 contains 26954 members 
Mstep: Class 12 contains 1615 members 
Mstep: Class 13 contains 2573 members 
Mstep: Class 14 contains 66908 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 2636 members 
Mstep: Class 17 contains 8390 members 
Mstep: Class 18 contains 29564 members 
Mstep: Class 19 contains 7708 members 
Mstep: Class 20 contains 15560 members 
Mstep: Class 21 contains 21875 members 
Mstep: Class 22 contains 21755 members 
Mstep: Class 23 contains 18882 members 
Mstep: Class 24 contains 52789 members 
Mstep: Class 25 contains 2586 members 
Mstep: Class 26 contains 1017 members 
Mstep: Class 27 contains 6531 members 
Mstep: Class 28 contains 1091 members 
Mstep: Class 29 contains 9469 members 
Mstep: Class 30 contains 21986 members 
Mstep: Class 31 contains 6155 members 
Mstep: Class 32 contains 64669 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 479 members 
Mstep: Class 35 contains 5669 members 
Mstep: Class 36 contains 523 members 
Mstep: Class 37 contains 955 members 
Mstep: Class 38 contains 77716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80987672.000000 Penalty: 75827.835938
Iteration 91Q: 39 clusters Score -8.098767e+07 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 45606 members 
Mstep: Class 3 contains 3959 members 
Mstep: Class 4 contains 34910 members 
Mstep: Class 5 contains 11849 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 44710 members 
Mstep: Class 8 contains 11410 members 
Mstep: Class 9 contains 25969 members 
Mstep: Class 10 contains 4566 members 
Mstep: Class 11 contains 26902 members 
Mstep: Class 12 contains 1615 members 
Mstep: Class 13 contains 2447 members 
Mstep: Class 14 contains 66874 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 2637 members 
Mstep: Class 17 contains 8456 members 
Mstep: Class 18 contains 29112 members 
Mstep: Class 19 contains 7727 members 
Mstep: Class 20 contains 15671 members 
Mstep: Class 21 contains 21873 members 
Mstep: Class 22 contains 21629 members 
Mstep: Class 23 contains 18887 members 
Mstep: Class 24 contains 52672 members 
Mstep: Class 25 contains 2587 members 
Mstep: Class 26 contains 1017 members 
Mstep: Class 27 contains 6520 members 
Mstep: Class 28 contains 1087 members 
Mstep: Class 29 contains 9470 members 
Mstep: Class 30 contains 21988 members 
Mstep: Class 31 contains 6298 members 
Mstep: Class 32 contains 65199 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 479 members 
Mstep: Class 35 contains 5677 members 
Mstep: Class 36 contains 523 members 
Mstep: Class 37 contains 959 members 
Mstep: Class 38 contains 77148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80988344.000000 Penalty: 75827.835938
Iteration 92Q: 39 clusters Score -8.098834e+07 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 45539 members 
Mstep: Class 3 contains 3962 members 
Mstep: Class 4 contains 35577 members 
Mstep: Class 5 contains 11844 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 44725 members 
Mstep: Class 8 contains 11420 members 
Mstep: Class 9 contains 25972 members 
Mstep: Class 10 contains 4569 members 
Mstep: Class 11 contains 26860 members 
Mstep: Class 12 contains 1613 members 
Mstep: Class 13 contains 2350 members 
Mstep: Class 14 contains 66855 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 2644 members 
Mstep: Class 17 contains 8509 members 
Mstep: Class 18 contains 28684 members 
Mstep: Class 19 contains 7738 members 
Mstep: Class 20 contains 15790 members 
Mstep: Class 21 contains 21872 members 
Mstep: Class 22 contains 21481 members 
Mstep: Class 23 contains 18894 members 
Mstep: Class 24 contains 52618 members 
Mstep: Class 25 contains 2586 members 
Mstep: Class 26 contains 1017 members 
Mstep: Class 27 contains 6503 members 
Mstep: Class 28 contains 1086 members 
Mstep: Class 29 contains 9471 members 
Mstep: Class 30 contains 21991 members 
Mstep: Class 31 contains 6410 members 
Mstep: Class 32 contains 65651 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 479 members 
Mstep: Class 35 contains 5683 members 
Mstep: Class 36 contains 523 members 
Mstep: Class 37 contains 963 members 
Mstep: Class 38 contains 76577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80988992.000000 Penalty: 75827.835938
Iteration 93Q: 39 clusters Score -8.098899e+07 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 45475 members 
Mstep: Class 3 contains 3962 members 
Mstep: Class 4 contains 36236 members 
Mstep: Class 5 contains 11844 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 44739 members 
Mstep: Class 8 contains 11435 members 
Mstep: Class 9 contains 25976 members 
Mstep: Class 10 contains 4560 members 
Mstep: Class 11 contains 26815 members 
Mstep: Class 12 contains 1612 members 
Mstep: Class 13 contains 2256 members 
Mstep: Class 14 contains 66829 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 2649 members 
Mstep: Class 17 contains 8563 members 
Mstep: Class 18 contains 28345 members 
Mstep: Class 19 contains 7750 members 
Mstep: Class 20 contains 15875 members 
Mstep: Class 21 contains 21871 members 
Mstep: Class 22 contains 21377 members 
Mstep: Class 23 contains 18891 members 
Mstep: Class 24 contains 52579 members 
Mstep: Class 25 contains 2585 members 
Mstep: Class 26 contains 1017 members 
Mstep: Class 27 contains 6490 members 
Mstep: Class 28 contains 1087 members 
Mstep: Class 29 contains 9470 members 
Mstep: Class 30 contains 21993 members 
Mstep: Class 31 contains 6508 members 
Mstep: Class 32 contains 66009 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 479 members 
Mstep: Class 35 contains 5690 members 
Mstep: Class 36 contains 523 members 
Mstep: Class 37 contains 965 members 
Mstep: Class 38 contains 76011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80989064.000000 Penalty: 75827.835938
Iteration 94Q: 39 clusters Score -8.098906e+07 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 45409 members 
Mstep: Class 3 contains 3962 members 
Mstep: Class 4 contains 36937 members 
Mstep: Class 5 contains 11846 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 44756 members 
Mstep: Class 8 contains 11444 members 
Mstep: Class 9 contains 25977 members 
Mstep: Class 10 contains 4552 members 
Mstep: Class 11 contains 26782 members 
Mstep: Class 12 contains 1610 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 66797 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 2648 members 
Mstep: Class 17 contains 8608 members 
Mstep: Class 18 contains 28065 members 
Mstep: Class 19 contains 7750 members 
Mstep: Class 20 contains 15939 members 
Mstep: Class 21 contains 21871 members 
Mstep: Class 22 contains 21307 members 
Mstep: Class 23 contains 18890 members 
Mstep: Class 24 contains 52517 members 
Mstep: Class 25 contains 2582 members 
Mstep: Class 26 contains 1017 members 
Mstep: Class 27 contains 6479 members 
Mstep: Class 28 contains 1091 members 
Mstep: Class 29 contains 9471 members 
Mstep: Class 30 contains 21996 members 
Mstep: Class 31 contains 6598 members 
Mstep: Class 32 contains 66336 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 479 members 
Mstep: Class 35 contains 5694 members 
Mstep: Class 36 contains 523 members 
Mstep: Class 37 contains 969 members 
Mstep: Class 38 contains 75431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80989280.000000 Penalty: 75827.835938
Iteration 95Q: 39 clusters Score -8.098928e+07 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 45361 members 
Mstep: Class 3 contains 3962 members 
Mstep: Class 4 contains 37711 members 
Mstep: Class 5 contains 11845 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 44759 members 
Mstep: Class 8 contains 11454 members 
Mstep: Class 9 contains 25982 members 
Mstep: Class 10 contains 4547 members 
Mstep: Class 11 contains 26746 members 
Mstep: Class 12 contains 1609 members 
Mstep: Class 13 contains 2067 members 
Mstep: Class 14 contains 66767 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 2651 members 
Mstep: Class 17 contains 8667 members 
Mstep: Class 18 contains 27826 members 
Mstep: Class 19 contains 7746 members 
Mstep: Class 20 contains 15988 members 
Mstep: Class 21 contains 21870 members 
Mstep: Class 22 contains 21238 members 
Mstep: Class 23 contains 18888 members 
Mstep: Class 24 contains 52517 members 
Mstep: Class 25 contains 2581 members 
Mstep: Class 26 contains 1017 members 
Mstep: Class 27 contains 6471 members 
Mstep: Class 28 contains 1089 members 
Mstep: Class 29 contains 9472 members 
Mstep: Class 30 contains 21995 members 
Mstep: Class 31 contains 6687 members 
Mstep: Class 32 contains 66510 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 479 members 
Mstep: Class 35 contains 5699 members 
Mstep: Class 36 contains 523 members 
Mstep: Class 37 contains 975 members 
Mstep: Class 38 contains 74798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80989752.000000 Penalty: 75827.835938
Iteration 96Q: 39 clusters Score -8.098975e+07 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 45300 members 
Mstep: Class 3 contains 3962 members 
Mstep: Class 4 contains 38437 members 
Mstep: Class 5 contains 11849 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 44762 members 
Mstep: Class 8 contains 11457 members 
Mstep: Class 9 contains 25986 members 
Mstep: Class 10 contains 4539 members 
Mstep: Class 11 contains 26718 members 
Mstep: Class 12 contains 1608 members 
Mstep: Class 13 contains 1988 members 
Mstep: Class 14 contains 66742 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 2655 members 
Mstep: Class 17 contains 8714 members 
Mstep: Class 18 contains 27620 members 
Mstep: Class 19 contains 7754 members 
Mstep: Class 20 contains 16042 members 
Mstep: Class 21 contains 21870 members 
Mstep: Class 22 contains 21138 members 
Mstep: Class 23 contains 18881 members 
Mstep: Class 24 contains 52524 members 
Mstep: Class 25 contains 2579 members 
Mstep: Class 26 contains 1017 members 
Mstep: Class 27 contains 6448 members 
Mstep: Class 28 contains 1088 members 
Mstep: Class 29 contains 9474 members 
Mstep: Class 30 contains 21996 members 
Mstep: Class 31 contains 6757 members 
Mstep: Class 32 contains 66717 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 479 members 
Mstep: Class 35 contains 5700 members 
Mstep: Class 36 contains 523 members 
Mstep: Class 37 contains 980 members 
Mstep: Class 38 contains 74197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80989888.000000 Penalty: 75827.835938
Iteration 97Q: 39 clusters Score -8.098989e+07 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 45244 members 
Mstep: Class 3 contains 3963 members 
Mstep: Class 4 contains 39212 members 
Mstep: Class 5 contains 11855 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 44768 members 
Mstep: Class 8 contains 11457 members 
Mstep: Class 9 contains 25992 members 
Mstep: Class 10 contains 4531 members 
Mstep: Class 11 contains 26702 members 
Mstep: Class 12 contains 1608 members 
Mstep: Class 13 contains 1923 members 
Mstep: Class 14 contains 66725 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 2664 members 
Mstep: Class 17 contains 8743 members 
Mstep: Class 18 contains 27384 members 
Mstep: Class 19 contains 7766 members 
Mstep: Class 20 contains 16100 members 
Mstep: Class 21 contains 21870 members 
Mstep: Class 22 contains 21028 members 
Mstep: Class 23 contains 18875 members 
Mstep: Class 24 contains 52574 members 
Mstep: Class 25 contains 2576 members 
Mstep: Class 26 contains 1017 members 
Mstep: Class 27 contains 6429 members 
Mstep: Class 28 contains 1089 members 
Mstep: Class 29 contains 9474 members 
Mstep: Class 30 contains 21999 members 
Mstep: Class 31 contains 6799 members 
Mstep: Class 32 contains 66868 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 479 members 
Mstep: Class 35 contains 5704 members 
Mstep: Class 36 contains 523 members 
Mstep: Class 37 contains 984 members 
Mstep: Class 38 contains 73588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80989968.000000 Penalty: 75827.835938
Iteration 98Q: 39 clusters Score -8.098997e+07 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 45202 members 
Mstep: Class 3 contains 3965 members 
Mstep: Class 4 contains 39982 members 
Mstep: Class 5 contains 11864 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 44768 members 
Mstep: Class 8 contains 11454 members 
Mstep: Class 9 contains 25998 members 
Mstep: Class 10 contains 4526 members 
Mstep: Class 11 contains 26688 members 
Mstep: Class 12 contains 1608 members 
Mstep: Class 13 contains 1871 members 
Mstep: Class 14 contains 66704 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 2674 members 
Mstep: Class 17 contains 8767 members 
Mstep: Class 18 contains 27186 members 
Mstep: Class 19 contains 7785 members 
Mstep: Class 20 contains 16149 members 
Mstep: Class 21 contains 21870 members 
Mstep: Class 22 contains 20937 members 
Mstep: Class 23 contains 18875 members 
Mstep: Class 24 contains 52573 members 
Mstep: Class 25 contains 2572 members 
Mstep: Class 26 contains 1017 members 
Mstep: Class 27 contains 6412 members 
Mstep: Class 28 contains 1085 members 
Mstep: Class 29 contains 9474 members 
Mstep: Class 30 contains 22004 members 
Mstep: Class 31 contains 6855 members 
Mstep: Class 32 contains 66942 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 479 members 
Mstep: Class 35 contains 5706 members 
Mstep: Class 36 contains 523 members 
Mstep: Class 37 contains 987 members 
Mstep: Class 38 contains 73021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80990224.000000 Penalty: 75827.835938
Iteration 99Q: 39 clusters Score -8.099022e+07 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 45160 members 
Mstep: Class 3 contains 3965 members 
Mstep: Class 4 contains 40768 members 
Mstep: Class 5 contains 11869 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 44765 members 
Mstep: Class 8 contains 11461 members 
Mstep: Class 9 contains 25998 members 
Mstep: Class 10 contains 4520 members 
Mstep: Class 11 contains 26665 members 
Mstep: Class 12 contains 1608 members 
Mstep: Class 13 contains 1835 members 
Mstep: Class 14 contains 66690 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 2687 members 
Mstep: Class 17 contains 8793 members 
Mstep: Class 18 contains 27014 members 
Mstep: Class 19 contains 7799 members 
Mstep: Class 20 contains 16189 members 
Mstep: Class 21 contains 21869 members 
Mstep: Class 22 contains 20873 members 
Mstep: Class 23 contains 18873 members 
Mstep: Class 24 contains 52620 members 
Mstep: Class 25 contains 2570 members 
Mstep: Class 26 contains 1017 members 
Mstep: Class 27 contains 6396 members 
Mstep: Class 28 contains 1085 members 
Mstep: Class 29 contains 9476 members 
Mstep: Class 30 contains 22005 members 
Mstep: Class 31 contains 6895 members 
Mstep: Class 32 contains 66976 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 479 members 
Mstep: Class 35 contains 5707 members 
Mstep: Class 36 contains 523 members 
Mstep: Class 37 contains 986 members 
Mstep: Class 38 contains 72392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80990664.000000 Penalty: 75827.835938
Iteration 100F: 39 clusters Score -8.099066e+07 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 45126 members 
Mstep: Class 3 contains 3967 members 
Mstep: Class 4 contains 41537 members 
Mstep: Class 5 contains 11874 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 44769 members 
Mstep: Class 8 contains 11464 members 
Mstep: Class 9 contains 25992 members 
Mstep: Class 10 contains 4517 members 
Mstep: Class 11 contains 26655 members 
Mstep: Class 12 contains 1608 members 
Mstep: Class 13 contains 1812 members 
Mstep: Class 14 contains 66678 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 2690 members 
Mstep: Class 17 contains 8815 members 
Mstep: Class 18 contains 26895 members 
Mstep: Class 19 contains 7807 members 
Mstep: Class 20 contains 16223 members 
Mstep: Class 21 contains 21868 members 
Mstep: Class 22 contains 20800 members 
Mstep: Class 23 contains 18859 members 
Mstep: Class 24 contains 52584 members 
Mstep: Class 25 contains 2570 members 
Mstep: Class 26 contains 1017 members 
Mstep: Class 27 contains 6380 members 
Mstep: Class 28 contains 1085 members 
Mstep: Class 29 contains 9477 members 
Mstep: Class 30 contains 22006 members 
Mstep: Class 31 contains 7087 members 
Mstep: Class 32 contains 66880 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 479 members 
Mstep: Class 35 contains 5708 members 
Mstep: Class 36 contains 523 members 
Mstep: Class 37 contains 987 members 
Mstep: Class 38 contains 71802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80990672.000000 Penalty: 75827.835938
Iteration 101Q: 39 clusters Score -8.099067e+07 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 45118 members 
Mstep: Class 3 contains 3966 members 
Mstep: Class 4 contains 42386 members 
Mstep: Class 5 contains 11879 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 44766 members 
Mstep: Class 8 contains 11466 members 
Mstep: Class 9 contains 25991 members 
Mstep: Class 10 contains 4508 members 
Mstep: Class 11 contains 26632 members 
Mstep: Class 12 contains 1609 members 
Mstep: Class 13 contains 1777 members 
Mstep: Class 14 contains 66662 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 2690 members 
Mstep: Class 17 contains 8830 members 
Mstep: Class 18 contains 26770 members 
Mstep: Class 19 contains 7821 members 
Mstep: Class 20 contains 16256 members 
Mstep: Class 21 contains 21868 members 
Mstep: Class 22 contains 20723 members 
Mstep: Class 23 contains 18847 members 
Mstep: Class 24 contains 52629 members 
Mstep: Class 25 contains 2570 members 
Mstep: Class 26 contains 1017 members 
Mstep: Class 27 contains 6368 members 
Mstep: Class 28 contains 1085 members 
Mstep: Class 29 contains 9477 members 
Mstep: Class 30 contains 22008 members 
Mstep: Class 31 contains 7242 members 
Mstep: Class 32 contains 66670 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 479 members 
Mstep: Class 35 contains 5709 members 
Mstep: Class 36 contains 523 members 
Mstep: Class 37 contains 989 members 
Mstep: Class 38 contains 71218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80991016.000000 Penalty: 75827.835938
Iteration 102Q: 39 clusters Score -8.099102e+07 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 45102 members 
Mstep: Class 3 contains 3966 members 
Mstep: Class 4 contains 43259 members 
Mstep: Class 5 contains 11874 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 44765 members 
Mstep: Class 8 contains 11460 members 
Mstep: Class 9 contains 25994 members 
Mstep: Class 10 contains 4504 members 
Mstep: Class 11 contains 26618 members 
Mstep: Class 12 contains 1608 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 66657 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 2690 members 
Mstep: Class 17 contains 8848 members 
Mstep: Class 18 contains 26663 members 
Mstep: Class 19 contains 7828 members 
Mstep: Class 20 contains 16290 members 
Mstep: Class 21 contains 21867 members 
Mstep: Class 22 contains 20658 members 
Mstep: Class 23 contains 18837 members 
Mstep: Class 24 contains 52655 members 
Mstep: Class 25 contains 2570 members 
Mstep: Class 26 contains 1017 members 
Mstep: Class 27 contains 6354 members 
Mstep: Class 28 contains 1084 members 
Mstep: Class 29 contains 9478 members 
Mstep: Class 30 contains 22008 members 
Mstep: Class 31 contains 7434 members 
Mstep: Class 32 contains 66379 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 479 members 
Mstep: Class 35 contains 5709 members 
Mstep: Class 36 contains 523 members 
Mstep: Class 37 contains 991 members 
Mstep: Class 38 contains 70606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80991648.000000 Penalty: 75827.835938
Iteration 103Q: 39 clusters Score -8.099165e+07 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 45072 members 
Mstep: Class 3 contains 3968 members 
Mstep: Class 4 contains 44117 members 
Mstep: Class 5 contains 11876 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 44753 members 
Mstep: Class 8 contains 11458 members 
Mstep: Class 9 contains 25994 members 
Mstep: Class 10 contains 4497 members 
Mstep: Class 11 contains 26595 members 
Mstep: Class 12 contains 1608 members 
Mstep: Class 13 contains 1770 members 
Mstep: Class 14 contains 66652 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 2691 members 
Mstep: Class 17 contains 8872 members 
Mstep: Class 18 contains 26543 members 
Mstep: Class 19 contains 7836 members 
Mstep: Class 20 contains 16326 members 
Mstep: Class 21 contains 21867 members 
Mstep: Class 22 contains 20590 members 
Mstep: Class 23 contains 18834 members 
Mstep: Class 24 contains 52653 members 
Mstep: Class 25 contains 2570 members 
Mstep: Class 26 contains 1017 members 
Mstep: Class 27 contains 6343 members 
Mstep: Class 28 contains 1084 members 
Mstep: Class 29 contains 9478 members 
Mstep: Class 30 contains 22007 members 
Mstep: Class 31 contains 7654 members 
Mstep: Class 32 contains 66077 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 479 members 
Mstep: Class 35 contains 5709 members 
Mstep: Class 36 contains 523 members 
Mstep: Class 37 contains 993 members 
Mstep: Class 38 contains 70046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992144.000000 Penalty: 75827.835938
Iteration 104Q: 39 clusters Score -8.099214e+07 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 45048 members 
Mstep: Class 3 contains 3968 members 
Mstep: Class 4 contains 44990 members 
Mstep: Class 5 contains 11876 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 44744 members 
Mstep: Class 8 contains 11454 members 
Mstep: Class 9 contains 25997 members 
Mstep: Class 10 contains 4496 members 
Mstep: Class 11 contains 26573 members 
Mstep: Class 12 contains 1609 members 
Mstep: Class 13 contains 1772 members 
Mstep: Class 14 contains 66631 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 2693 members 
Mstep: Class 17 contains 8894 members 
Mstep: Class 18 contains 26407 members 
Mstep: Class 19 contains 7844 members 
Mstep: Class 20 contains 16358 members 
Mstep: Class 21 contains 21867 members 
Mstep: Class 22 contains 20542 members 
Mstep: Class 23 contains 18829 members 
Mstep: Class 24 contains 52638 members 
Mstep: Class 25 contains 2569 members 
Mstep: Class 26 contains 1017 members 
Mstep: Class 27 contains 6334 members 
Mstep: Class 28 contains 1084 members 
Mstep: Class 29 contains 9480 members 
Mstep: Class 30 contains 22007 members 
Mstep: Class 31 contains 7838 members 
Mstep: Class 32 contains 65774 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 479 members 
Mstep: Class 35 contains 5710 members 
Mstep: Class 36 contains 523 members 
Mstep: Class 37 contains 996 members 
Mstep: Class 38 contains 69516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992280.000000 Penalty: 75827.835938
Iteration 105Q: 39 clusters Score -8.099228e+07 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 45008 members 
Mstep: Class 3 contains 3970 members 
Mstep: Class 4 contains 45927 members 
Mstep: Class 5 contains 11871 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 44739 members 
Mstep: Class 8 contains 11452 members 
Mstep: Class 9 contains 26003 members 
Mstep: Class 10 contains 4490 members 
Mstep: Class 11 contains 26548 members 
Mstep: Class 12 contains 1609 members 
Mstep: Class 13 contains 1770 members 
Mstep: Class 14 contains 66614 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 2693 members 
Mstep: Class 17 contains 8912 members 
Mstep: Class 18 contains 26290 members 
Mstep: Class 19 contains 7850 members 
Mstep: Class 20 contains 16393 members 
Mstep: Class 21 contains 21869 members 
Mstep: Class 22 contains 20488 members 
Mstep: Class 23 contains 18828 members 
Mstep: Class 24 contains 52668 members 
Mstep: Class 25 contains 2568 members 
Mstep: Class 26 contains 1017 members 
Mstep: Class 27 contains 6326 members 
Mstep: Class 28 contains 1084 members 
Mstep: Class 29 contains 9481 members 
Mstep: Class 30 contains 22007 members 
Mstep: Class 31 contains 8015 members 
Mstep: Class 32 contains 65391 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 479 members 
Mstep: Class 35 contains 5711 members 
Mstep: Class 36 contains 523 members 
Mstep: Class 37 contains 1001 members 
Mstep: Class 38 contains 68963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992392.000000 Penalty: 75827.835938
Iteration 106Q: 39 clusters Score -8.099239e+07 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 44966 members 
Mstep: Class 3 contains 3972 members 
Mstep: Class 4 contains 46901 members 
Mstep: Class 5 contains 11865 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 44729 members 
Mstep: Class 8 contains 11450 members 
Mstep: Class 9 contains 26001 members 
Mstep: Class 10 contains 4486 members 
Mstep: Class 11 contains 26532 members 
Mstep: Class 12 contains 1609 members 
Mstep: Class 13 contains 1782 members 
Mstep: Class 14 contains 66610 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 2693 members 
Mstep: Class 17 contains 8928 members 
Mstep: Class 18 contains 26164 members 
Mstep: Class 19 contains 7859 members 
Mstep: Class 20 contains 16425 members 
Mstep: Class 21 contains 21868 members 
Mstep: Class 22 contains 20440 members 
Mstep: Class 23 contains 18828 members 
Mstep: Class 24 contains 52708 members 
Mstep: Class 25 contains 2568 members 
Mstep: Class 26 contains 1017 members 
Mstep: Class 27 contains 6324 members 
Mstep: Class 28 contains 1084 members 
Mstep: Class 29 contains 9481 members 
Mstep: Class 30 contains 22007 members 
Mstep: Class 31 contains 8224 members 
Mstep: Class 32 contains 64921 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 479 members 
Mstep: Class 35 contains 5711 members 
Mstep: Class 36 contains 523 members 
Mstep: Class 37 contains 1002 members 
Mstep: Class 38 contains 68402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992408.000000 Penalty: 75827.835938
Iteration 107Q: 39 clusters Score -8.099241e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 44933 members 
Mstep: Class 3 contains 3971 members 
Mstep: Class 4 contains 47848 members 
Mstep: Class 5 contains 11861 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 44729 members 
Mstep: Class 8 contains 11454 members 
Mstep: Class 9 contains 25999 members 
Mstep: Class 10 contains 4480 members 
Mstep: Class 11 contains 26508 members 
Mstep: Class 12 contains 1608 members 
Mstep: Class 13 contains 1794 members 
Mstep: Class 14 contains 66610 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 2692 members 
Mstep: Class 17 contains 8942 members 
Mstep: Class 18 contains 26041 members 
Mstep: Class 19 contains 7879 members 
Mstep: Class 20 contains 16452 members 
Mstep: Class 21 contains 21866 members 
Mstep: Class 22 contains 20391 members 
Mstep: Class 23 contains 18827 members 
Mstep: Class 24 contains 52731 members 
Mstep: Class 25 contains 2567 members 
Mstep: Class 26 contains 1017 members 
Mstep: Class 27 contains 6315 members 
Mstep: Class 28 contains 1083 members 
Mstep: Class 29 contains 9482 members 
Mstep: Class 30 contains 22008 members 
Mstep: Class 31 contains 8403 members 
Mstep: Class 32 contains 64485 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 479 members 
Mstep: Class 35 contains 5710 members 
Mstep: Class 36 contains 523 members 
Mstep: Class 37 contains 1001 members 
Mstep: Class 38 contains 67870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992632.000000 Penalty: 75827.835938
Iteration 108Q: 39 clusters Score -8.099263e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 44902 members 
Mstep: Class 3 contains 3971 members 
Mstep: Class 4 contains 48787 members 
Mstep: Class 5 contains 11866 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 44727 members 
Mstep: Class 8 contains 11449 members 
Mstep: Class 9 contains 25996 members 
Mstep: Class 10 contains 4469 members 
Mstep: Class 11 contains 26485 members 
Mstep: Class 12 contains 1608 members 
Mstep: Class 13 contains 1815 members 
Mstep: Class 14 contains 66610 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 2694 members 
Mstep: Class 17 contains 8951 members 
Mstep: Class 18 contains 25927 members 
Mstep: Class 19 contains 7897 members 
Mstep: Class 20 contains 16475 members 
Mstep: Class 21 contains 21866 members 
Mstep: Class 22 contains 20348 members 
Mstep: Class 23 contains 18829 members 
Mstep: Class 24 contains 52770 members 
Mstep: Class 25 contains 2567 members 
Mstep: Class 26 contains 1017 members 
Mstep: Class 27 contains 6311 members 
Mstep: Class 28 contains 1083 members 
Mstep: Class 29 contains 9482 members 
Mstep: Class 30 contains 22010 members 
Mstep: Class 31 contains 8550 members 
Mstep: Class 32 contains 64024 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 479 members 
Mstep: Class 35 contains 5711 members 
Mstep: Class 36 contains 523 members 
Mstep: Class 37 contains 1002 members 
Mstep: Class 38 contains 67368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80992728.000000 Penalty: 75827.835938
Iteration 109Q: 39 clusters Score -8.099273e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 44879 members 
Mstep: Class 3 contains 3970 members 
Mstep: Class 4 contains 49733 members 
Mstep: Class 5 contains 11866 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 44734 members 
Mstep: Class 8 contains 11452 members 
Mstep: Class 9 contains 25997 members 
Mstep: Class 10 contains 4464 members 
Mstep: Class 11 contains 26462 members 
Mstep: Class 12 contains 1606 members 
Mstep: Class 13 contains 1818 members 
Mstep: Class 14 contains 66610 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 2695 members 
Mstep: Class 17 contains 8958 members 
Mstep: Class 18 contains 25825 members 
Mstep: Class 19 contains 7915 members 
Mstep: Class 20 contains 16503 members 
Mstep: Class 21 contains 21866 members 
Mstep: Class 22 contains 20308 members 
Mstep: Class 23 contains 18828 members 
Mstep: Class 24 contains 52777 members 
Mstep: Class 25 contains 2566 members 
Mstep: Class 26 contains 1017 members 
Mstep: Class 27 contains 6302 members 
Mstep: Class 28 contains 1083 members 
Mstep: Class 29 contains 9482 members 
Mstep: Class 30 contains 22010 members 
Mstep: Class 31 contains 8674 members 
Mstep: Class 32 contains 63588 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 479 members 
Mstep: Class 35 contains 5713 members 
Mstep: Class 36 contains 523 members 
Mstep: Class 37 contains 1004 members 
Mstep: Class 38 contains 66867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993032.000000 Penalty: 75827.835938
Iteration 110Q: 39 clusters Score -8.099303e+07 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 44874 members 
Mstep: Class 3 contains 3969 members 
Mstep: Class 4 contains 50636 members 
Mstep: Class 5 contains 11865 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 44730 members 
Mstep: Class 8 contains 11451 members 
Mstep: Class 9 contains 26001 members 
Mstep: Class 10 contains 4457 members 
Mstep: Class 11 contains 26451 members 
Mstep: Class 12 contains 1602 members 
Mstep: Class 13 contains 1829 members 
Mstep: Class 14 contains 66610 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 2694 members 
Mstep: Class 17 contains 8966 members 
Mstep: Class 18 contains 25755 members 
Mstep: Class 19 contains 7920 members 
Mstep: Class 20 contains 16522 members 
Mstep: Class 21 contains 21866 members 
Mstep: Class 22 contains 20274 members 
Mstep: Class 23 contains 18827 members 
Mstep: Class 24 contains 52733 members 
Mstep: Class 25 contains 2566 members 
Mstep: Class 26 contains 1017 members 
Mstep: Class 27 contains 6294 members 
Mstep: Class 28 contains 1083 members 
Mstep: Class 29 contains 9483 members 
Mstep: Class 30 contains 22011 members 
Mstep: Class 31 contains 8798 members 
Mstep: Class 32 contains 63162 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 479 members 
Mstep: Class 35 contains 5713 members 
Mstep: Class 36 contains 523 members 
Mstep: Class 37 contains 1005 members 
Mstep: Class 38 contains 66409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993248.000000 Penalty: 75827.835938
Iteration 111Q: 39 clusters Score -8.099325e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 44865 members 
Mstep: Class 3 contains 3966 members 
Mstep: Class 4 contains 51587 members 
Mstep: Class 5 contains 11866 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 44724 members 
Mstep: Class 8 contains 11454 members 
Mstep: Class 9 contains 26002 members 
Mstep: Class 10 contains 4451 members 
Mstep: Class 11 contains 26452 members 
Mstep: Class 12 contains 1598 members 
Mstep: Class 13 contains 1851 members 
Mstep: Class 14 contains 66606 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 2696 members 
Mstep: Class 17 contains 8974 members 
Mstep: Class 18 contains 25687 members 
Mstep: Class 19 contains 7932 members 
Mstep: Class 20 contains 16541 members 
Mstep: Class 21 contains 21865 members 
Mstep: Class 22 contains 20240 members 
Mstep: Class 23 contains 18826 members 
Mstep: Class 24 contains 52675 members 
Mstep: Class 25 contains 2567 members 
Mstep: Class 26 contains 1017 members 
Mstep: Class 27 contains 6282 members 
Mstep: Class 28 contains 1082 members 
Mstep: Class 29 contains 9483 members 
Mstep: Class 30 contains 22011 members 
Mstep: Class 31 contains 8896 members 
Mstep: Class 32 contains 62687 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 479 members 
Mstep: Class 35 contains 5713 members 
Mstep: Class 36 contains 523 members 
Mstep: Class 37 contains 1006 members 
Mstep: Class 38 contains 65978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993400.000000 Penalty: 75827.835938
Iteration 112Q: 39 clusters Score -8.09934e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 44837 members 
Mstep: Class 3 contains 3964 members 
Mstep: Class 4 contains 52489 members 
Mstep: Class 5 contains 11870 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 44722 members 
Mstep: Class 8 contains 11454 members 
Mstep: Class 9 contains 26004 members 
Mstep: Class 10 contains 4445 members 
Mstep: Class 11 contains 26448 members 
Mstep: Class 12 contains 1595 members 
Mstep: Class 13 contains 1876 members 
Mstep: Class 14 contains 66599 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 2699 members 
Mstep: Class 17 contains 8988 members 
Mstep: Class 18 contains 25617 members 
Mstep: Class 19 contains 7938 members 
Mstep: Class 20 contains 16555 members 
Mstep: Class 21 contains 21865 members 
Mstep: Class 22 contains 20203 members 
Mstep: Class 23 contains 18826 members 
Mstep: Class 24 contains 52644 members 
Mstep: Class 25 contains 2567 members 
Mstep: Class 26 contains 1017 members 
Mstep: Class 27 contains 6273 members 
Mstep: Class 28 contains 1082 members 
Mstep: Class 29 contains 9482 members 
Mstep: Class 30 contains 22011 members 
Mstep: Class 31 contains 8994 members 
Mstep: Class 32 contains 62237 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 479 members 
Mstep: Class 35 contains 5713 members 
Mstep: Class 36 contains 523 members 
Mstep: Class 37 contains 1006 members 
Mstep: Class 38 contains 65563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993248.000000 Penalty: 75827.835938
Iteration 113Q: 39 clusters Score -8.099325e+07 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 44809 members 
Mstep: Class 3 contains 3964 members 
Mstep: Class 4 contains 53377 members 
Mstep: Class 5 contains 11876 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 44714 members 
Mstep: Class 8 contains 11447 members 
Mstep: Class 9 contains 26005 members 
Mstep: Class 10 contains 4438 members 
Mstep: Class 11 contains 26455 members 
Mstep: Class 12 contains 1594 members 
Mstep: Class 13 contains 1896 members 
Mstep: Class 14 contains 66596 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 2701 members 
Mstep: Class 17 contains 8996 members 
Mstep: Class 18 contains 25560 members 
Mstep: Class 19 contains 7949 members 
Mstep: Class 20 contains 16580 members 
Mstep: Class 21 contains 21865 members 
Mstep: Class 22 contains 20165 members 
Mstep: Class 23 contains 18825 members 
Mstep: Class 24 contains 52631 members 
Mstep: Class 25 contains 2567 members 
Mstep: Class 26 contains 1017 members 
Mstep: Class 27 contains 6264 members 
Mstep: Class 28 contains 1081 members 
Mstep: Class 29 contains 9482 members 
Mstep: Class 30 contains 22011 members 
Mstep: Class 31 contains 9099 members 
Mstep: Class 32 contains 61735 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 479 members 
Mstep: Class 35 contains 5713 members 
Mstep: Class 36 contains 523 members 
Mstep: Class 37 contains 1006 members 
Mstep: Class 38 contains 65167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993304.000000 Penalty: 75827.835938
Iteration 114Q: 39 clusters Score -8.09933e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 44762 members 
Mstep: Class 3 contains 3964 members 
Mstep: Class 4 contains 54229 members 
Mstep: Class 5 contains 11876 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 44713 members 
Mstep: Class 8 contains 11447 members 
Mstep: Class 9 contains 26006 members 
Mstep: Class 10 contains 4436 members 
Mstep: Class 11 contains 26448 members 
Mstep: Class 12 contains 1592 members 
Mstep: Class 13 contains 1915 members 
Mstep: Class 14 contains 66594 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 2703 members 
Mstep: Class 17 contains 9006 members 
Mstep: Class 18 contains 25522 members 
Mstep: Class 19 contains 7959 members 
Mstep: Class 20 contains 16606 members 
Mstep: Class 21 contains 21866 members 
Mstep: Class 22 contains 20132 members 
Mstep: Class 23 contains 18823 members 
Mstep: Class 24 contains 52638 members 
Mstep: Class 25 contains 2566 members 
Mstep: Class 26 contains 1017 members 
Mstep: Class 27 contains 6254 members 
Mstep: Class 28 contains 1080 members 
Mstep: Class 29 contains 9482 members 
Mstep: Class 30 contains 22011 members 
Mstep: Class 31 contains 9181 members 
Mstep: Class 32 contains 61222 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 479 members 
Mstep: Class 35 contains 5713 members 
Mstep: Class 36 contains 523 members 
Mstep: Class 37 contains 1006 members 
Mstep: Class 38 contains 64811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993440.000000 Penalty: 75827.835938
Iteration 115Q: 39 clusters Score -8.099344e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 44749 members 
Mstep: Class 3 contains 3964 members 
Mstep: Class 4 contains 55089 members 
Mstep: Class 5 contains 11876 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 44716 members 
Mstep: Class 8 contains 11445 members 
Mstep: Class 9 contains 26012 members 
Mstep: Class 10 contains 4432 members 
Mstep: Class 11 contains 26437 members 
Mstep: Class 12 contains 1593 members 
Mstep: Class 13 contains 1942 members 
Mstep: Class 14 contains 66593 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 2704 members 
Mstep: Class 17 contains 9013 members 
Mstep: Class 18 contains 25471 members 
Mstep: Class 19 contains 7974 members 
Mstep: Class 20 contains 16637 members 
Mstep: Class 21 contains 21865 members 
Mstep: Class 22 contains 20101 members 
Mstep: Class 23 contains 18824 members 
Mstep: Class 24 contains 52633 members 
Mstep: Class 25 contains 2566 members 
Mstep: Class 26 contains 1017 members 
Mstep: Class 27 contains 6247 members 
Mstep: Class 28 contains 1080 members 
Mstep: Class 29 contains 9482 members 
Mstep: Class 30 contains 22011 members 
Mstep: Class 31 contains 9275 members 
Mstep: Class 32 contains 60667 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 479 members 
Mstep: Class 35 contains 5713 members 
Mstep: Class 36 contains 523 members 
Mstep: Class 37 contains 1007 members 
Mstep: Class 38 contains 64447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993472.000000 Penalty: 75827.835938
Iteration 116Q: 39 clusters Score -8.099347e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 44729 members 
Mstep: Class 3 contains 3964 members 
Mstep: Class 4 contains 55959 members 
Mstep: Class 5 contains 11877 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 44718 members 
Mstep: Class 8 contains 11446 members 
Mstep: Class 9 contains 26012 members 
Mstep: Class 10 contains 4430 members 
Mstep: Class 11 contains 26432 members 
Mstep: Class 12 contains 1592 members 
Mstep: Class 13 contains 1960 members 
Mstep: Class 14 contains 66592 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 2703 members 
Mstep: Class 17 contains 9018 members 
Mstep: Class 18 contains 25408 members 
Mstep: Class 19 contains 7980 members 
Mstep: Class 20 contains 16649 members 
Mstep: Class 21 contains 21865 members 
Mstep: Class 22 contains 20069 members 
Mstep: Class 23 contains 18825 members 
Mstep: Class 24 contains 52637 members 
Mstep: Class 25 contains 2566 members 
Mstep: Class 26 contains 1017 members 
Mstep: Class 27 contains 6241 members 
Mstep: Class 28 contains 1080 members 
Mstep: Class 29 contains 9483 members 
Mstep: Class 30 contains 22011 members 
Mstep: Class 31 contains 9359 members 
Mstep: Class 32 contains 60134 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 479 members 
Mstep: Class 35 contains 5714 members 
Mstep: Class 36 contains 523 members 
Mstep: Class 37 contains 1007 members 
Mstep: Class 38 contains 64102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80993808.000000 Penalty: 75827.835938
Iteration 117Q: 39 clusters Score -8.099381e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 44705 members 
Mstep: Class 3 contains 3964 members 
Mstep: Class 4 contains 56800 members 
Mstep: Class 5 contains 11880 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 44716 members 
Mstep: Class 8 contains 11447 members 
Mstep: Class 9 contains 26014 members 
Mstep: Class 10 contains 4428 members 
Mstep: Class 11 contains 26410 members 
Mstep: Class 12 contains 1591 members 
Mstep: Class 13 contains 1975 members 
Mstep: Class 14 contains 66589 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 2706 members 
Mstep: Class 17 contains 9024 members 
Mstep: Class 18 contains 25356 members 
Mstep: Class 19 contains 7997 members 
Mstep: Class 20 contains 16659 members 
Mstep: Class 21 contains 21864 members 
Mstep: Class 22 contains 20011 members 
Mstep: Class 23 contains 18825 members 
Mstep: Class 24 contains 52658 members 
Mstep: Class 25 contains 2566 members 
Mstep: Class 26 contains 1017 members 
Mstep: Class 27 contains 6238 members 
Mstep: Class 28 contains 1080 members 
Mstep: Class 29 contains 9483 members 
Mstep: Class 30 contains 22011 members 
Mstep: Class 31 contains 9465 members 
Mstep: Class 32 contains 59623 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 479 members 
Mstep: Class 35 contains 5715 members 
Mstep: Class 36 contains 523 members 
Mstep: Class 37 contains 1007 members 
Mstep: Class 38 contains 63753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80994056.000000 Penalty: 75827.835938
Iteration 118Q: 39 clusters Score -8.099406e+07 nChanged 2058
Entering ConstructFrom: 
Score: -80994056.000000 Penalty: 75827.835938
Entering ConstructFrom: 
Trying to split cluster 1 (7188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Entering Unmasked Estep 
Score: -861446.187500 Penalty: 1321.369019
	Iteration 0F: 2 clusters Score -861446.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -856468.062500 Penalty: 2642.738037
	Iteration 0F: 3 clusters Score -856468.1 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -858067.562500 Penalty: 2642.738037
	Iteration 1F: 3 clusters Score -858067.6 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -858391.625000 Penalty: 2642.738037
	Iteration 2F: 3 clusters Score -858391.6 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -858671.125000 Penalty: 2642.738037
	Iteration 3F: 3 clusters Score -858671.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -858946.000000 Penalty: 2642.738037
	Iteration 4F: 3 clusters Score -858946 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -859247.125000 Penalty: 2642.738037
	Iteration 5F: 3 clusters Score -859247.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -859482.437500 Penalty: 2642.738037
	Iteration 6Q: 3 clusters Score -859482.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -859684.875000 Penalty: 2642.738037
	Iteration 7Q: 3 clusters Score -859684.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -859875.937500 Penalty: 2642.738037
	Iteration 8Q: 3 clusters Score -859875.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -860059.187500 Penalty: 2642.738037
	Iteration 9Q: 3 clusters Score -860059.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -860230.562500 Penalty: 2642.738037
	Iteration 10Q: 3 clusters Score -860230.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -860388.187500 Penalty: 2642.738037
	Iteration 11Q: 3 clusters Score -860388.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -860499.250000 Penalty: 2642.738037
	Iteration 12Q: 3 clusters Score -860499.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -860607.812500 Penalty: 2642.738037
	Iteration 13Q: 3 clusters Score -860607.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -860698.000000 Penalty: 2642.738037
	Iteration 14Q: 3 clusters Score -860698 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -860766.187500 Penalty: 2642.738037
	Iteration 15Q: 3 clusters Score -860766.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -860829.500000 Penalty: 2642.738037
	Iteration 16Q: 3 clusters Score -860829.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -860871.500000 Penalty: 2642.738037
	Iteration 17Q: 3 clusters Score -860871.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -860895.062500 Penalty: 2642.738037
	Iteration 18Q: 3 clusters Score -860895.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -860910.687500 Penalty: 2642.738037
	Iteration 19Q: 3 clusters Score -860910.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -860921.875000 Penalty: 2642.738037
	Iteration 20F: 3 clusters Score -860921.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -860926.437500 Penalty: 2642.738037
	Iteration 21Q: 3 clusters Score -860926.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -860929.875000 Penalty: 2642.738037
	Iteration 22Q: 3 clusters Score -860929.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -860935.687500 Penalty: 2642.738037
	Iteration 23Q: 3 clusters Score -860935.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -860938.625000 Penalty: 2642.738037
	Iteration 24Q: 3 clusters Score -860938.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -860939.937500 Penalty: 2642.738037
	Iteration 25Q: 3 clusters Score -860939.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -860939.500000 Penalty: 2642.738037
	Iteration 26Q: 3 clusters Score -860939.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -860941.875000 Penalty: 2642.738037
	Iteration 27Q: 3 clusters Score -860941.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -860941.875000 Penalty: 2642.738037
	Iteration 28Q: 3 clusters Score -860941.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -860941.500000 Penalty: 2642.738037
	Iteration 29Q: 3 clusters Score -860941.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -860941.562500 Penalty: 2642.738037
	Iteration 30Q: 3 clusters Score -860941.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -860941.562500 Penalty: 2642.738037
	Iteration 31F: 3 clusters Score -860941.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (44699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44699 members 
Entering Unmasked Estep 
Score: -5495315.500000 Penalty: 1593.306763
	Iteration 0F: 2 clusters Score -5495316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 22456 members 
Entering Unmasked Estep 
Score: -5466323.500000 Penalty: 3186.613525
	Iteration 0F: 3 clusters Score -5466324 nChanged 20586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21033 members 
Mstep: Class 2 contains 23666 members 
Entering Unmasked Estep 
Score: -5477901.500000 Penalty: 3186.613525
	Iteration 1F: 3 clusters Score -5477902 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 24603 members 
Entering Unmasked Estep 
Score: -5478831.000000 Penalty: 3186.613525
	Iteration 2F: 3 clusters Score -5478831 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 25980 members 
Entering Unmasked Estep 
Score: -5479964.000000 Penalty: 3186.613525
	Iteration 3F: 3 clusters Score -5479964 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 27970 members 
Entering Unmasked Estep 
Score: -5481469.500000 Penalty: 3186.613525
	Iteration 4F: 3 clusters Score -5481470 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 30462 members 
Entering Unmasked Estep 
Score: -5483501.000000 Penalty: 3186.613525
	Iteration 5F: 3 clusters Score -5483501 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 33406 members 
Entering Unmasked Estep 
Score: -5486061.000000 Penalty: 3186.613525
	Iteration 6F: 3 clusters Score -5486061 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 36243 members 
Entering Unmasked Estep 
Score: -5488716.000000 Penalty: 3186.613525
	Iteration 7F: 3 clusters Score -5488716 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 38511 members 
Entering Unmasked Estep 
Score: -5491011.000000 Penalty: 3186.613525
	Iteration 8F: 3 clusters Score -5491011 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 39931 members 
Entering Unmasked Estep 
Score: -5492507.000000 Penalty: 3186.613525
	Iteration 9Q: 3 clusters Score -5492507 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 40709 members 
Entering Unmasked Estep 
Score: -5493318.000000 Penalty: 3186.613525
	Iteration 10Q: 3 clusters Score -5493318 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 41200 members 
Entering Unmasked Estep 
Score: -5493722.500000 Penalty: 3186.613525
	Iteration 11Q: 3 clusters Score -5493722 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 41548 members 
Entering Unmasked Estep 
Score: -5493929.000000 Penalty: 3186.613525
	Iteration 12Q: 3 clusters Score -5493929 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 41815 members 
Entering Unmasked Estep 
Score: -5494078.500000 Penalty: 3186.613525
	Iteration 13Q: 3 clusters Score -5494078 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 42017 members 
Entering Unmasked Estep 
Score: -5494165.000000 Penalty: 3186.613525
	Iteration 14Q: 3 clusters Score -5494165 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 42163 members 
Entering Unmasked Estep 
Score: -5494224.500000 Penalty: 3186.613525
	Iteration 15Q: 3 clusters Score -5494224 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 42282 members 
Entering Unmasked Estep 
Score: -5494268.000000 Penalty: 3186.613525
	Iteration 16Q: 3 clusters Score -5494268 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 42375 members 
Entering Unmasked Estep 
Score: -5494310.500000 Penalty: 3186.613525
	Iteration 17Q: 3 clusters Score -5494310 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 42446 members 
Entering Unmasked Estep 
Score: -5494349.000000 Penalty: 3186.613525
	Iteration 18Q: 3 clusters Score -5494349 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 42507 members 
Entering Unmasked Estep 
Score: -5494379.000000 Penalty: 3186.613525
	Iteration 19Q: 3 clusters Score -5494379 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 42566 members 
Entering Unmasked Estep 
Score: -5494383.000000 Penalty: 3186.613525
	Iteration 20F: 3 clusters Score -5494383 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 42610 members 
Entering Unmasked Estep 
Score: -5494392.000000 Penalty: 3186.613525
	Iteration 21Q: 3 clusters Score -5494392 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 42644 members 
Entering Unmasked Estep 
Score: -5494403.000000 Penalty: 3186.613525
	Iteration 22Q: 3 clusters Score -5494403 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 42675 members 
Entering Unmasked Estep 
Score: -5494415.500000 Penalty: 3186.613525
	Iteration 23Q: 3 clusters Score -5494416 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 42710 members 
Entering Unmasked Estep 
Score: -5494425.500000 Penalty: 3186.613525
	Iteration 24Q: 3 clusters Score -5494426 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 42735 members 
Entering Unmasked Estep 
Score: -5494438.000000 Penalty: 3186.613525
	Iteration 25Q: 3 clusters Score -5494438 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 42763 members 
Entering Unmasked Estep 
Score: -5494442.000000 Penalty: 3186.613525
	Iteration 26Q: 3 clusters Score -5494442 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 42795 members 
Entering Unmasked Estep 
Score: -5494450.500000 Penalty: 3186.613525
	Iteration 27Q: 3 clusters Score -5494450 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 42830 members 
Entering Unmasked Estep 
Score: -5494459.500000 Penalty: 3186.613525
	Iteration 28Q: 3 clusters Score -5494460 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 42862 members 
Entering Unmasked Estep 
Score: -5494460.000000 Penalty: 3186.613525
	Iteration 29Q: 3 clusters Score -5494460 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 42888 members 
Entering Unmasked Estep 
Score: -5494470.000000 Penalty: 3186.613525
	Iteration 30Q: 3 clusters Score -5494470 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 42911 members 
Entering Unmasked Estep 
Score: -5494480.500000 Penalty: 3186.613525
	Iteration 31Q: 3 clusters Score -5494480 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 42936 members 
Entering Unmasked Estep 
Score: -5494483.000000 Penalty: 3186.613525
	Iteration 32Q: 3 clusters Score -5494483 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 42953 members 
Entering Unmasked Estep 
Score: -5494480.000000 Penalty: 3186.613525
	Iteration 33Q: 3 clusters Score -5494480 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 42973 members 
Entering Unmasked Estep 
Score: -5494492.500000 Penalty: 3186.613525
	Iteration 34Q: 3 clusters Score -5494492 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 42988 members 
Entering Unmasked Estep 
Score: -5494491.500000 Penalty: 3186.613525
	Iteration 35Q: 3 clusters Score -5494492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 42996 members 
Entering Unmasked Estep 
Score: -5494499.500000 Penalty: 3186.613525
	Iteration 36Q: 3 clusters Score -5494500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 43003 members 
Entering Unmasked Estep 
Score: -5494500.000000 Penalty: 3186.613525
	Iteration 37Q: 3 clusters Score -5494500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 43010 members 
Entering Unmasked Estep 
Score: -5494501.500000 Penalty: 3186.613525
	Iteration 38Q: 3 clusters Score -5494502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 43013 members 
Entering Unmasked Estep 
Score: -5494500.500000 Penalty: 3186.613525
	Iteration 39Q: 3 clusters Score -5494500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 43020 members 
Entering Unmasked Estep 
Score: -5494505.500000 Penalty: 3186.613525
	Iteration 40F: 3 clusters Score -5494506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 43024 members 
Entering Unmasked Estep 
Score: -5494506.500000 Penalty: 3186.613525
	Iteration 41Q: 3 clusters Score -5494506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 43031 members 
Entering Unmasked Estep 
Score: -5494514.500000 Penalty: 3186.613525
	Iteration 42Q: 3 clusters Score -5494514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 43037 members 
Entering Unmasked Estep 
Score: -5494512.000000 Penalty: 3186.613525
	Iteration 43Q: 3 clusters Score -5494512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 43040 members 
Entering Unmasked Estep 
Score: -5494513.500000 Penalty: 3186.613525
	Iteration 44Q: 3 clusters Score -5494514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 43041 members 
Entering Unmasked Estep 
Score: -5494512.500000 Penalty: 3186.613525
	Iteration 45Q: 3 clusters Score -5494512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 43041 members 
Entering Unmasked Estep 
Score: -5494512.500000 Penalty: 3186.613525
	Iteration 46F: 3 clusters Score -5494512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Entering Unmasked Estep 
Score: -461552.000000 Penalty: 1232.734253
	Iteration 0F: 2 clusters Score -461552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -458495.406250 Penalty: 2465.468506
	Iteration 0F: 3 clusters Score -458495.4 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -459390.687500 Penalty: 2465.468506
	Iteration 1F: 3 clusters Score -459390.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -459569.906250 Penalty: 2465.468506
	Iteration 2F: 3 clusters Score -459569.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -459687.437500 Penalty: 2465.468506
	Iteration 3Q: 3 clusters Score -459687.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -459778.250000 Penalty: 2465.468506
	Iteration 4Q: 3 clusters Score -459778.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -459839.375000 Penalty: 2465.468506
	Iteration 5Q: 3 clusters Score -459839.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -459896.625000 Penalty: 2465.468506
	Iteration 6Q: 3 clusters Score -459896.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -459957.875000 Penalty: 2465.468506
	Iteration 7Q: 3 clusters Score -459957.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -460022.156250 Penalty: 2465.468506
	Iteration 8Q: 3 clusters Score -460022.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -460103.812500 Penalty: 2465.468506
	Iteration 9Q: 3 clusters Score -460103.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -460167.843750 Penalty: 2465.468506
	Iteration 10Q: 3 clusters Score -460167.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -460236.156250 Penalty: 2465.468506
	Iteration 11Q: 3 clusters Score -460236.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -460319.625000 Penalty: 2465.468506
	Iteration 12Q: 3 clusters Score -460319.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -460418.593750 Penalty: 2465.468506
	Iteration 13Q: 3 clusters Score -460418.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -460517.156250 Penalty: 2465.468506
	Iteration 14Q: 3 clusters Score -460517.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -460608.937500 Penalty: 2465.468506
	Iteration 15Q: 3 clusters Score -460608.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -460685.562500 Penalty: 2465.468506
	Iteration 16Q: 3 clusters Score -460685.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -460758.156250 Penalty: 2465.468506
	Iteration 17Q: 3 clusters Score -460758.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -460834.812500 Penalty: 2465.468506
	Iteration 18Q: 3 clusters Score -460834.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -460921.093750 Penalty: 2465.468506
	Iteration 19Q: 3 clusters Score -460921.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -461012.875000 Penalty: 2465.468506
	Iteration 20F: 3 clusters Score -461012.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -461098.562500 Penalty: 2465.468506
	Iteration 21Q: 3 clusters Score -461098.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -461150.156250 Penalty: 2465.468506
	Iteration 22Q: 3 clusters Score -461150.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -461183.812500 Penalty: 2465.468506
	Iteration 23Q: 3 clusters Score -461183.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -461203.812500 Penalty: 2465.468506
	Iteration 24Q: 3 clusters Score -461203.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -461216.812500 Penalty: 2465.468506
	Iteration 25Q: 3 clusters Score -461216.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -461227.843750 Penalty: 2465.468506
	Iteration 26Q: 3 clusters Score -461227.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -461236.218750 Penalty: 2465.468506
	Iteration 27Q: 3 clusters Score -461236.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -461244.312500 Penalty: 2465.468506
	Iteration 28Q: 3 clusters Score -461244.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -461248.281250 Penalty: 2465.468506
	Iteration 29Q: 3 clusters Score -461248.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -461250.750000 Penalty: 2465.468506
	Iteration 30Q: 3 clusters Score -461250.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -461251.250000 Penalty: 2465.468506
	Iteration 31Q: 3 clusters Score -461251.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -461253.062500 Penalty: 2465.468506
	Iteration 32Q: 3 clusters Score -461253.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -461253.062500 Penalty: 2465.468506
	Iteration 33F: 3 clusters Score -461253.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (57621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57621 members 
Entering Unmasked Estep 
Score: -7245244.000000 Penalty: 1631.092407
	Iteration 0F: 2 clusters Score -7245244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28827 members 
Mstep: Class 2 contains 28794 members 
Entering Unmasked Estep 
Score: -7209204.000000 Penalty: 3262.184814
	Iteration 0F: 3 clusters Score -7209204 nChanged 26653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29600 members 
Mstep: Class 2 contains 28021 members 
Entering Unmasked Estep 
Score: -7224216.000000 Penalty: 3262.184814
	Iteration 1F: 3 clusters Score -7224216 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30224 members 
Mstep: Class 2 contains 27397 members 
Entering Unmasked Estep 
Score: -7225248.500000 Penalty: 3262.184814
	Iteration 2Q: 3 clusters Score -7225248 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31247 members 
Mstep: Class 2 contains 26374 members 
Entering Unmasked Estep 
Score: -7226673.000000 Penalty: 3262.184814
	Iteration 3F: 3 clusters Score -7226673 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32764 members 
Mstep: Class 2 contains 24857 members 
Entering Unmasked Estep 
Score: -7228856.000000 Penalty: 3262.184814
	Iteration 4F: 3 clusters Score -7228856 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34873 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
Score: -7231759.000000 Penalty: 3262.184814
	Iteration 5F: 3 clusters Score -7231759 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37481 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -7235201.500000 Penalty: 3262.184814
	Iteration 6F: 3 clusters Score -7235202 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39964 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -7238600.500000 Penalty: 3262.184814
	Iteration 7F: 3 clusters Score -7238600 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41742 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -7241376.500000 Penalty: 3262.184814
	Iteration 8F: 3 clusters Score -7241376 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42768 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -7243160.000000 Penalty: 3262.184814
	Iteration 9Q: 3 clusters Score -7243160 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43320 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -7244059.000000 Penalty: 3262.184814
	Iteration 10Q: 3 clusters Score -7244059 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43632 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -7244491.500000 Penalty: 3262.184814
	Iteration 11Q: 3 clusters Score -7244492 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43839 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -7244731.500000 Penalty: 3262.184814
	Iteration 12Q: 3 clusters Score -7244732 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44021 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -7244871.500000 Penalty: 3262.184814
	Iteration 13Q: 3 clusters Score -7244872 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44139 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -7244961.000000 Penalty: 3262.184814
	Iteration 14Q: 3 clusters Score -7244961 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44220 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -7245019.000000 Penalty: 3262.184814
	Iteration 15Q: 3 clusters Score -7245019 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44267 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -7245064.500000 Penalty: 3262.184814
	Iteration 16Q: 3 clusters Score -7245064 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44293 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -7245092.000000 Penalty: 3262.184814
	Iteration 17Q: 3 clusters Score -7245092 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44291 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -7245089.500000 Penalty: 3262.184814
	Iteration 18Q: 3 clusters Score -7245090 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44305 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -7245119.000000 Penalty: 3262.184814
	Iteration 19Q: 3 clusters Score -7245119 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44321 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -7245121.500000 Penalty: 3262.184814
	Iteration 20F: 3 clusters Score -7245122 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44346 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -7245129.500000 Penalty: 3262.184814
	Iteration 21Q: 3 clusters Score -7245130 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44363 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -7245127.500000 Penalty: 3262.184814
	Iteration 22Q: 3 clusters Score -7245128 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44385 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -7245132.000000 Penalty: 3262.184814
	Iteration 23Q: 3 clusters Score -7245132 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44416 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -7245132.500000 Penalty: 3262.184814
	Iteration 24Q: 3 clusters Score -7245132 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44441 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -7245124.500000 Penalty: 3262.184814
	Iteration 25Q: 3 clusters Score -7245124 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44454 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -7245127.000000 Penalty: 3262.184814
	Iteration 26Q: 3 clusters Score -7245127 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44466 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -7245126.500000 Penalty: 3262.184814
	Iteration 27Q: 3 clusters Score -7245126 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44476 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -7245128.500000 Penalty: 3262.184814
	Iteration 28Q: 3 clusters Score -7245128 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44486 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -7245123.500000 Penalty: 3262.184814
	Iteration 29Q: 3 clusters Score -7245124 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44497 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -7245117.500000 Penalty: 3262.184814
	Iteration 30Q: 3 clusters Score -7245118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44503 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -7245123.500000 Penalty: 3262.184814
	Iteration 31Q: 3 clusters Score -7245124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44508 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -7245119.000000 Penalty: 3262.184814
	Iteration 32Q: 3 clusters Score -7245119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44511 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -7245117.000000 Penalty: 3262.184814
	Iteration 33Q: 3 clusters Score -7245117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44514 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -7245122.000000 Penalty: 3262.184814
	Iteration 34Q: 3 clusters Score -7245122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44517 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -7245122.000000 Penalty: 3262.184814
	Iteration 35Q: 3 clusters Score -7245122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44523 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -7245124.500000 Penalty: 3262.184814
	Iteration 36Q: 3 clusters Score -7245124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44529 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -7245120.000000 Penalty: 3262.184814
	Iteration 37Q: 3 clusters Score -7245120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44538 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -7245129.500000 Penalty: 3262.184814
	Iteration 38Q: 3 clusters Score -7245130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44546 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -7245124.500000 Penalty: 3262.184814
	Iteration 39Q: 3 clusters Score -7245124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44555 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -7245126.000000 Penalty: 3262.184814
	Iteration 40F: 3 clusters Score -7245126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44561 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -7245122.500000 Penalty: 3262.184814
	Iteration 41Q: 3 clusters Score -7245122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44565 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -7245126.000000 Penalty: 3262.184814
	Iteration 42Q: 3 clusters Score -7245126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44570 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -7245130.500000 Penalty: 3262.184814
	Iteration 43Q: 3 clusters Score -7245130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44572 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -7245131.500000 Penalty: 3262.184814
	Iteration 44Q: 3 clusters Score -7245132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44574 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -7245126.000000 Penalty: 3262.184814
	Iteration 45Q: 3 clusters Score -7245126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44576 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -7245124.500000 Penalty: 3262.184814
	Iteration 46Q: 3 clusters Score -7245124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44577 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -7245127.500000 Penalty: 3262.184814
	Iteration 47Q: 3 clusters Score -7245128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44576 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -7245135.500000 Penalty: 3262.184814
	Iteration 48Q: 3 clusters Score -7245136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44577 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -7245136.000000 Penalty: 3262.184814
	Iteration 49Q: 3 clusters Score -7245136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44581 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -7245138.000000 Penalty: 3262.184814
	Iteration 50Q: 3 clusters Score -7245138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44584 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -7245136.000000 Penalty: 3262.184814
	Iteration 51Q: 3 clusters Score -7245136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44584 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -7245132.500000 Penalty: 3262.184814
	Iteration 52Q: 3 clusters Score -7245132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44585 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -7245132.500000 Penalty: 3262.184814
	Iteration 53Q: 3 clusters Score -7245132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44587 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -7245127.000000 Penalty: 3262.184814
	Iteration 54Q: 3 clusters Score -7245127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44590 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -7245137.000000 Penalty: 3262.184814
	Iteration 55Q: 3 clusters Score -7245137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44594 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -7245134.500000 Penalty: 3262.184814
	Iteration 56Q: 3 clusters Score -7245134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44597 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -7245134.000000 Penalty: 3262.184814
	Iteration 57Q: 3 clusters Score -7245134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44601 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -7245133.500000 Penalty: 3262.184814
	Iteration 58Q: 3 clusters Score -7245134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44602 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -7245133.500000 Penalty: 3262.184814
	Iteration 59Q: 3 clusters Score -7245134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44602 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -7245133.500000 Penalty: 3262.184814
	Iteration 60F: 3 clusters Score -7245134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (11878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Entering Unmasked Estep 
Score: -1419824.250000 Penalty: 1396.107666
	Iteration 0F: 2 clusters Score -1419824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1411873.500000 Penalty: 2792.215332
	Iteration 0F: 3 clusters Score -1411874 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1414568.750000 Penalty: 2792.215332
	Iteration 1F: 3 clusters Score -1414569 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1414927.500000 Penalty: 2792.215332
	Iteration 2F: 3 clusters Score -1414928 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1415161.250000 Penalty: 2792.215332
	Iteration 3F: 3 clusters Score -1415161 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1415378.000000 Penalty: 2792.215332
	Iteration 4Q: 3 clusters Score -1415378 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1415570.500000 Penalty: 2792.215332
	Iteration 5Q: 3 clusters Score -1415570 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1415807.750000 Penalty: 2792.215332
	Iteration 6Q: 3 clusters Score -1415808 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1416108.250000 Penalty: 2792.215332
	Iteration 7Q: 3 clusters Score -1416108 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1416479.000000 Penalty: 2792.215332
	Iteration 8Q: 3 clusters Score -1416479 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1416959.000000 Penalty: 2792.215332
	Iteration 9F: 3 clusters Score -1416959 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1417456.625000 Penalty: 2792.215332
	Iteration 10F: 3 clusters Score -1417457 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1417928.000000 Penalty: 2792.215332
	Iteration 11F: 3 clusters Score -1417928 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1418356.625000 Penalty: 2792.215332
	Iteration 12Q: 3 clusters Score -1418357 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1418679.750000 Penalty: 2792.215332
	Iteration 13Q: 3 clusters Score -1418680 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1418919.125000 Penalty: 2792.215332
	Iteration 14Q: 3 clusters Score -1418919 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1419126.875000 Penalty: 2792.215332
	Iteration 15Q: 3 clusters Score -1419127 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1419288.000000 Penalty: 2792.215332
	Iteration 16Q: 3 clusters Score -1419288 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1419418.750000 Penalty: 2792.215332
	Iteration 17Q: 3 clusters Score -1419419 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1419515.500000 Penalty: 2792.215332
	Iteration 18Q: 3 clusters Score -1419516 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1419571.000000 Penalty: 2792.215332
	Iteration 19Q: 3 clusters Score -1419571 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1419600.875000 Penalty: 2792.215332
	Iteration 20F: 3 clusters Score -1419601 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1419626.375000 Penalty: 2792.215332
	Iteration 21Q: 3 clusters Score -1419626 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1419639.750000 Penalty: 2792.215332
	Iteration 22Q: 3 clusters Score -1419640 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1419654.125000 Penalty: 2792.215332
	Iteration 23Q: 3 clusters Score -1419654 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1419660.625000 Penalty: 2792.215332
	Iteration 24Q: 3 clusters Score -1419661 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1419672.000000 Penalty: 2792.215332
	Iteration 25Q: 3 clusters Score -1419672 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1419684.125000 Penalty: 2792.215332
	Iteration 26Q: 3 clusters Score -1419684 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1419692.375000 Penalty: 2792.215332
	Iteration 27Q: 3 clusters Score -1419692 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1419702.625000 Penalty: 2792.215332
	Iteration 28Q: 3 clusters Score -1419703 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1419704.000000 Penalty: 2792.215332
	Iteration 29Q: 3 clusters Score -1419704 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1419712.625000 Penalty: 2792.215332
	Iteration 30Q: 3 clusters Score -1419713 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1419715.250000 Penalty: 2792.215332
	Iteration 31Q: 3 clusters Score -1419715 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1419720.250000 Penalty: 2792.215332
	Iteration 32Q: 3 clusters Score -1419720 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1419724.625000 Penalty: 2792.215332
	Iteration 33Q: 3 clusters Score -1419725 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1419731.625000 Penalty: 2792.215332
	Iteration 34Q: 3 clusters Score -1419732 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1419731.875000 Penalty: 2792.215332
	Iteration 35Q: 3 clusters Score -1419732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1419735.500000 Penalty: 2792.215332
	Iteration 36Q: 3 clusters Score -1419736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1419737.375000 Penalty: 2792.215332
	Iteration 37Q: 3 clusters Score -1419737 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1419734.750000 Penalty: 2792.215332
	Iteration 38Q: 3 clusters Score -1419735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1419732.125000 Penalty: 2792.215332
	Iteration 39Q: 3 clusters Score -1419732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1419733.500000 Penalty: 2792.215332
	Iteration 40F: 3 clusters Score -1419734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1419735.750000 Penalty: 2792.215332
	Iteration 41Q: 3 clusters Score -1419736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1419738.875000 Penalty: 2792.215332
	Iteration 42Q: 3 clusters Score -1419739 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1419736.750000 Penalty: 2792.215332
	Iteration 43Q: 3 clusters Score -1419737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1419740.500000 Penalty: 2792.215332
	Iteration 44Q: 3 clusters Score -1419740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1419740.375000 Penalty: 2792.215332
	Iteration 45Q: 3 clusters Score -1419740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1419742.375000 Penalty: 2792.215332
	Iteration 46Q: 3 clusters Score -1419742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1419744.375000 Penalty: 2792.215332
	Iteration 47Q: 3 clusters Score -1419744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1419744.375000 Penalty: 2792.215332
	Iteration 48F: 3 clusters Score -1419744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Entering Unmasked Estep 
Score: -37316.703125 Penalty: 863.804077
	Iteration 0F: 2 clusters Score -37316.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -36615.972656 Penalty: 1727.608154
	Iteration 0F: 3 clusters Score -36615.97 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -36751.718750 Penalty: 1727.608154
	Iteration 1F: 3 clusters Score -36751.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -36818.003906 Penalty: 1727.608154
	Iteration 2Q: 3 clusters Score -36818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -36829.105469 Penalty: 1727.608154
	Iteration 3Q: 3 clusters Score -36829.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -36831.003906 Penalty: 1727.608154
	Iteration 4Q: 3 clusters Score -36831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -36835.023438 Penalty: 1727.608154
	Iteration 5Q: 3 clusters Score -36835.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -36838.023438 Penalty: 1727.608154
	Iteration 6Q: 3 clusters Score -36838.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -36838.023438 Penalty: 1727.608154
	Iteration 7F: 3 clusters Score -36838.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (44720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44720 members 
Entering Unmasked Estep 
Score: -5628719.500000 Penalty: 1593.376587
	Iteration 0F: 2 clusters Score -5628720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22480 members 
Mstep: Class 2 contains 22240 members 
Entering Unmasked Estep 
Score: -5600009.000000 Penalty: 3186.753174
	Iteration 0F: 3 clusters Score -5600009 nChanged 20595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23863 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -5611661.000000 Penalty: 3186.753174
	Iteration 1F: 3 clusters Score -5611661 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24719 members 
Mstep: Class 2 contains 20001 members 
Entering Unmasked Estep 
Score: -5612518.000000 Penalty: 3186.753174
	Iteration 2Q: 3 clusters Score -5612518 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25963 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -5613496.000000 Penalty: 3186.753174
	Iteration 3F: 3 clusters Score -5613496 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27556 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -5614801.500000 Penalty: 3186.753174
	Iteration 4F: 3 clusters Score -5614802 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29473 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -5616402.500000 Penalty: 3186.753174
	Iteration 5F: 3 clusters Score -5616402 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31517 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -5618304.000000 Penalty: 3186.753174
	Iteration 6F: 3 clusters Score -5618304 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33455 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -5620501.000000 Penalty: 3186.753174
	Iteration 7F: 3 clusters Score -5620501 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34944 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -5623439.000000 Penalty: 3186.753174
	Iteration 8F: 3 clusters Score -5623439 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35270 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -5629389.000000 Penalty: 3186.753174
	Iteration 9F: 3 clusters Score -5629389 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33321 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -5636875.500000 Penalty: 3186.753174
	Iteration 10F: 3 clusters Score -5636876 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30958 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -5643312.500000 Penalty: 3186.753174
	Iteration 11F: 3 clusters Score -5643312 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29409 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -5647572.500000 Penalty: 3186.753174
	Iteration 12Q: 3 clusters Score -5647572 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28734 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -5648489.000000 Penalty: 3186.753174
	Iteration 13Q: 3 clusters Score -5648489 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28555 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -5648546.500000 Penalty: 3186.753174
	Iteration 14Q: 3 clusters Score -5648546 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28513 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -5648579.000000 Penalty: 3186.753174
	Iteration 15Q: 3 clusters Score -5648579 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28502 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -5648576.500000 Penalty: 3186.753174
	Iteration 16Q: 3 clusters Score -5648576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28499 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -5648575.000000 Penalty: 3186.753174
	Iteration 17Q: 3 clusters Score -5648575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28498 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -5648576.000000 Penalty: 3186.753174
	Iteration 18Q: 3 clusters Score -5648576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28498 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -5648576.000000 Penalty: 3186.753174
	Iteration 19F: 3 clusters Score -5648576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 44699 members 
Mstep: Class 3 contains 3962 members 
Mstep: Class 4 contains 57621 members 
Mstep: Class 5 contains 11878 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 28498 members 
Mstep: Class 8 contains 11446 members 
Mstep: Class 9 contains 26013 members 
Mstep: Class 10 contains 4425 members 
Mstep: Class 11 contains 26398 members 
Mstep: Class 12 contains 1590 members 
Mstep: Class 13 contains 1983 members 
Mstep: Class 14 contains 66594 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 2707 members 
Mstep: Class 17 contains 9034 members 
Mstep: Class 18 contains 25300 members 
Mstep: Class 19 contains 8010 members 
Mstep: Class 20 contains 16667 members 
Mstep: Class 21 contains 21863 members 
Mstep: Class 22 contains 19952 members 
Mstep: Class 23 contains 18825 members 
Mstep: Class 24 contains 52685 members 
Mstep: Class 25 contains 2566 members 
Mstep: Class 26 contains 1017 members 
Mstep: Class 27 contains 6234 members 
Mstep: Class 28 contains 1080 members 
Mstep: Class 29 contains 9484 members 
Mstep: Class 30 contains 22011 members 
Mstep: Class 31 contains 9540 members 
Mstep: Class 32 contains 59141 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 479 members 
Mstep: Class 35 contains 5716 members 
Mstep: Class 36 contains 523 members 
Mstep: Class 37 contains 1007 members 
Mstep: Class 38 contains 63406 members 
Mstep: Class 39 contains 16222 members 
Entering Unmasked Estep 
Score: -81012048.000000 Penalty: 77823.304688
Splitting cluster 7 changes total score from -80994056.000000 to -81012048.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 8 (11446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Entering Unmasked Estep 
Score: -1392205.750000 Penalty: 1390.594971
	Iteration 0F: 2 clusters Score -1392206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1384476.375000 Penalty: 2781.189941
	Iteration 0F: 3 clusters Score -1384476 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1387173.625000 Penalty: 2781.189941
	Iteration 1F: 3 clusters Score -1387174 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1387523.750000 Penalty: 2781.189941
	Iteration 2F: 3 clusters Score -1387524 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1387786.000000 Penalty: 2781.189941
	Iteration 3F: 3 clusters Score -1387786 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1387997.500000 Penalty: 2781.189941
	Iteration 4Q: 3 clusters Score -1387998 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1388204.875000 Penalty: 2781.189941
	Iteration 5Q: 3 clusters Score -1388205 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1388429.750000 Penalty: 2781.189941
	Iteration 6Q: 3 clusters Score -1388430 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1388666.000000 Penalty: 2781.189941
	Iteration 7Q: 3 clusters Score -1388666 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1388949.375000 Penalty: 2781.189941
	Iteration 8Q: 3 clusters Score -1388949 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1389315.500000 Penalty: 2781.189941
	Iteration 9Q: 3 clusters Score -1389316 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1389712.125000 Penalty: 2781.189941
	Iteration 10Q: 3 clusters Score -1389712 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1390069.000000 Penalty: 2781.189941
	Iteration 11Q: 3 clusters Score -1390069 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1390340.250000 Penalty: 2781.189941
	Iteration 12Q: 3 clusters Score -1390340 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1390548.125000 Penalty: 2781.189941
	Iteration 13Q: 3 clusters Score -1390548 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1390708.875000 Penalty: 2781.189941
	Iteration 14Q: 3 clusters Score -1390709 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -1390837.375000 Penalty: 2781.189941
	Iteration 15Q: 3 clusters Score -1390837 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1390937.375000 Penalty: 2781.189941
	Iteration 16Q: 3 clusters Score -1390937 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1391025.750000 Penalty: 2781.189941
	Iteration 17Q: 3 clusters Score -1391026 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1391114.875000 Penalty: 2781.189941
	Iteration 18Q: 3 clusters Score -1391115 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1391184.625000 Penalty: 2781.189941
	Iteration 19Q: 3 clusters Score -1391185 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1391243.625000 Penalty: 2781.189941
	Iteration 20F: 3 clusters Score -1391244 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1391297.250000 Penalty: 2781.189941
	Iteration 21Q: 3 clusters Score -1391297 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -1391332.875000 Penalty: 2781.189941
	Iteration 22Q: 3 clusters Score -1391333 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -1391359.500000 Penalty: 2781.189941
	Iteration 23Q: 3 clusters Score -1391360 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -1391379.750000 Penalty: 2781.189941
	Iteration 24Q: 3 clusters Score -1391380 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -1391394.125000 Penalty: 2781.189941
	Iteration 25Q: 3 clusters Score -1391394 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -1391407.000000 Penalty: 2781.189941
	Iteration 26Q: 3 clusters Score -1391407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -1391409.500000 Penalty: 2781.189941
	Iteration 27Q: 3 clusters Score -1391410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -1391417.125000 Penalty: 2781.189941
	Iteration 28Q: 3 clusters Score -1391417 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -1391421.250000 Penalty: 2781.189941
	Iteration 29Q: 3 clusters Score -1391421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1391425.625000 Penalty: 2781.189941
	Iteration 30Q: 3 clusters Score -1391426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1391428.750000 Penalty: 2781.189941
	Iteration 31Q: 3 clusters Score -1391429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -1391428.250000 Penalty: 2781.189941
	Iteration 32Q: 3 clusters Score -1391428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -1391429.000000 Penalty: 2781.189941
	Iteration 33Q: 3 clusters Score -1391429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -1391432.625000 Penalty: 2781.189941
	Iteration 34Q: 3 clusters Score -1391433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -1391436.250000 Penalty: 2781.189941
	Iteration 35Q: 3 clusters Score -1391436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1391438.500000 Penalty: 2781.189941
	Iteration 36Q: 3 clusters Score -1391438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -1391444.000000 Penalty: 2781.189941
	Iteration 37Q: 3 clusters Score -1391444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -1391446.625000 Penalty: 2781.189941
	Iteration 38Q: 3 clusters Score -1391447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -1391448.250000 Penalty: 2781.189941
	Iteration 39Q: 3 clusters Score -1391448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -1391446.375000 Penalty: 2781.189941
	Iteration 40F: 3 clusters Score -1391446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -1391448.500000 Penalty: 2781.189941
	Iteration 41Q: 3 clusters Score -1391448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -1391448.500000 Penalty: 2781.189941
	Iteration 42F: 3 clusters Score -1391448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (26013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26013 members 
Entering Unmasked Estep 
Score: -3253324.750000 Penalty: 1512.753052
	Iteration 0F: 2 clusters Score -3253325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -3236425.000000 Penalty: 3025.506104
	Iteration 0F: 3 clusters Score -3236425 nChanged 11586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -3242647.250000 Penalty: 3025.506104
	Iteration 1F: 3 clusters Score -3242647 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -3242998.000000 Penalty: 3025.506104
	Iteration 2Q: 3 clusters Score -3242998 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -3243292.250000 Penalty: 3025.506104
	Iteration 3Q: 3 clusters Score -3243292 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -3243522.750000 Penalty: 3025.506104
	Iteration 4Q: 3 clusters Score -3243523 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -3243687.250000 Penalty: 3025.506104
	Iteration 5Q: 3 clusters Score -3243687 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -3243866.750000 Penalty: 3025.506104
	Iteration 6Q: 3 clusters Score -3243867 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -3244037.500000 Penalty: 3025.506104
	Iteration 7Q: 3 clusters Score -3244038 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -3244199.250000 Penalty: 3025.506104
	Iteration 8Q: 3 clusters Score -3244199 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -3244394.500000 Penalty: 3025.506104
	Iteration 9Q: 3 clusters Score -3244394 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -3244600.250000 Penalty: 3025.506104
	Iteration 10Q: 3 clusters Score -3244600 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -3244906.750000 Penalty: 3025.506104
	Iteration 11Q: 3 clusters Score -3244907 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -3245299.250000 Penalty: 3025.506104
	Iteration 12Q: 3 clusters Score -3245299 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -3245918.750000 Penalty: 3025.506104
	Iteration 13Q: 3 clusters Score -3245919 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -3246838.000000 Penalty: 3025.506104
	Iteration 14F: 3 clusters Score -3246838 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -3248034.250000 Penalty: 3025.506104
	Iteration 15F: 3 clusters Score -3248034 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 22673 members 
Entering Unmasked Estep 
Score: -3249256.750000 Penalty: 3025.506104
	Iteration 16F: 3 clusters Score -3249257 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 23990 members 
Entering Unmasked Estep 
Score: -3250416.250000 Penalty: 3025.506104
	Iteration 17F: 3 clusters Score -3250416 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 24850 members 
Entering Unmasked Estep 
Score: -3251209.000000 Penalty: 3025.506104
	Iteration 18Q: 3 clusters Score -3251209 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 25315 members 
Entering Unmasked Estep 
Score: -3251624.750000 Penalty: 3025.506104
	Iteration 19Q: 3 clusters Score -3251625 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 25516 members 
Entering Unmasked Estep 
Score: -3251820.750000 Penalty: 3025.506104
	Iteration 20F: 3 clusters Score -3251821 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 25621 members 
Entering Unmasked Estep 
Score: -3251957.500000 Penalty: 3025.506104
	Iteration 21Q: 3 clusters Score -3251958 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 25668 members 
Entering Unmasked Estep 
Score: -3252033.000000 Penalty: 3025.506104
	Iteration 22Q: 3 clusters Score -3252033 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 25686 members 
Entering Unmasked Estep 
Score: -3252075.500000 Penalty: 3025.506104
	Iteration 23Q: 3 clusters Score -3252076 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 25704 members 
Entering Unmasked Estep 
Score: -3252112.500000 Penalty: 3025.506104
	Iteration 24Q: 3 clusters Score -3252112 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 25717 members 
Entering Unmasked Estep 
Score: -3252135.250000 Penalty: 3025.506104
	Iteration 25Q: 3 clusters Score -3252135 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 25722 members 
Entering Unmasked Estep 
Score: -3252145.750000 Penalty: 3025.506104
	Iteration 26Q: 3 clusters Score -3252146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 25724 members 
Entering Unmasked Estep 
Score: -3252157.500000 Penalty: 3025.506104
	Iteration 27Q: 3 clusters Score -3252158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 25729 members 
Entering Unmasked Estep 
Score: -3252164.000000 Penalty: 3025.506104
	Iteration 28Q: 3 clusters Score -3252164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 25735 members 
Entering Unmasked Estep 
Score: -3252174.000000 Penalty: 3025.506104
	Iteration 29Q: 3 clusters Score -3252174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 25738 members 
Entering Unmasked Estep 
Score: -3252178.500000 Penalty: 3025.506104
	Iteration 30Q: 3 clusters Score -3252178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 25742 members 
Entering Unmasked Estep 
Score: -3252184.000000 Penalty: 3025.506104
	Iteration 31Q: 3 clusters Score -3252184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 25744 members 
Entering Unmasked Estep 
Score: -3252184.500000 Penalty: 3025.506104
	Iteration 32Q: 3 clusters Score -3252184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 25745 members 
Entering Unmasked Estep 
Score: -3252184.500000 Penalty: 3025.506104
	Iteration 33Q: 3 clusters Score -3252184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 25748 members 
Entering Unmasked Estep 
Score: -3252189.000000 Penalty: 3025.506104
	Iteration 34Q: 3 clusters Score -3252189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 25751 members 
Entering Unmasked Estep 
Score: -3252185.250000 Penalty: 3025.506104
	Iteration 35Q: 3 clusters Score -3252185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 25751 members 
Entering Unmasked Estep 
Score: -3252185.250000 Penalty: 3025.506104
	Iteration 36F: 3 clusters Score -3252185 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Entering Unmasked Estep 
Score: -526328.875000 Penalty: 1249.179810
	Iteration 0F: 2 clusters Score -526328.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -523011.531250 Penalty: 2498.359619
	Iteration 0F: 3 clusters Score -523011.5 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -524062.468750 Penalty: 2498.359619
	Iteration 1F: 3 clusters Score -524062.5 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -524360.812500 Penalty: 2498.359619
	Iteration 2F: 3 clusters Score -524360.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -524591.562500 Penalty: 2498.359619
	Iteration 3F: 3 clusters Score -524591.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -524808.687500 Penalty: 2498.359619
	Iteration 4F: 3 clusters Score -524808.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -525066.062500 Penalty: 2498.359619
	Iteration 5F: 3 clusters Score -525066.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -525401.375000 Penalty: 2498.359619
	Iteration 6F: 3 clusters Score -525401.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -525734.625000 Penalty: 2498.359619
	Iteration 7F: 3 clusters Score -525734.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -525992.375000 Penalty: 2498.359619
	Iteration 8Q: 3 clusters Score -525992.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -526155.750000 Penalty: 2498.359619
	Iteration 9Q: 3 clusters Score -526155.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -526269.687500 Penalty: 2498.359619
	Iteration 10Q: 3 clusters Score -526269.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -526344.937500 Penalty: 2498.359619
	Iteration 11Q: 3 clusters Score -526344.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -526384.375000 Penalty: 2498.359619
	Iteration 12Q: 3 clusters Score -526384.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -526422.312500 Penalty: 2498.359619
	Iteration 13Q: 3 clusters Score -526422.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -526444.937500 Penalty: 2498.359619
	Iteration 14Q: 3 clusters Score -526444.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -526462.000000 Penalty: 2498.359619
	Iteration 15Q: 3 clusters Score -526462 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -526485.125000 Penalty: 2498.359619
	Iteration 16Q: 3 clusters Score -526485.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -526509.812500 Penalty: 2498.359619
	Iteration 17Q: 3 clusters Score -526509.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -526526.625000 Penalty: 2498.359619
	Iteration 18Q: 3 clusters Score -526526.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -526547.250000 Penalty: 2498.359619
	Iteration 19Q: 3 clusters Score -526547.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -526562.687500 Penalty: 2498.359619
	Iteration 20F: 3 clusters Score -526562.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -526582.437500 Penalty: 2498.359619
	Iteration 21Q: 3 clusters Score -526582.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -526598.062500 Penalty: 2498.359619
	Iteration 22Q: 3 clusters Score -526598.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -526611.187500 Penalty: 2498.359619
	Iteration 23Q: 3 clusters Score -526611.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -526615.437500 Penalty: 2498.359619
	Iteration 24Q: 3 clusters Score -526615.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -526618.000000 Penalty: 2498.359619
	Iteration 25Q: 3 clusters Score -526618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -526618.375000 Penalty: 2498.359619
	Iteration 26Q: 3 clusters Score -526618.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -526618.500000 Penalty: 2498.359619
	Iteration 27Q: 3 clusters Score -526618.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -526618.500000 Penalty: 2498.359619
	Iteration 28F: 3 clusters Score -526618.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 44699 members 
Mstep: Class 3 contains 3962 members 
Mstep: Class 4 contains 57621 members 
Mstep: Class 5 contains 11878 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 28498 members 
Mstep: Class 8 contains 11446 members 
Mstep: Class 9 contains 26013 members 
Mstep: Class 10 contains 2483 members 
Mstep: Class 11 contains 26398 members 
Mstep: Class 12 contains 1590 members 
Mstep: Class 13 contains 1983 members 
Mstep: Class 14 contains 66594 members 
Mstep: Class 15 contains 655 members 
Mstep: Class 16 contains 2707 members 
Mstep: Class 17 contains 9034 members 
Mstep: Class 18 contains 25300 members 
Mstep: Class 19 contains 8010 members 
Mstep: Class 20 contains 16667 members 
Mstep: Class 21 contains 21863 members 
Mstep: Class 22 contains 19952 members 
Mstep: Class 23 contains 18825 members 
Mstep: Class 24 contains 52685 members 
Mstep: Class 25 contains 2566 members 
Mstep: Class 26 contains 1017 members 
Mstep: Class 27 contains 6234 members 
Mstep: Class 28 contains 1080 members 
Mstep: Class 29 contains 9484 members 
Mstep: Class 30 contains 22011 members 
Mstep: Class 31 contains 9540 members 
Mstep: Class 32 contains 59141 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 479 members 
Mstep: Class 35 contains 5716 members 
Mstep: Class 36 contains 523 members 
Mstep: Class 37 contains 1007 members 
Mstep: Class 38 contains 63406 members 
Mstep: Class 39 contains 16222 members 
Mstep: Class 40 contains 1942 members 
Entering Unmasked Estep 
Score: -81011680.000000 Penalty: 79818.773438
Splitting cluster 10 changes total score from -80994056.000000 to -81011680.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 11 (26398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26398 members 
Entering Unmasked Estep 
Score: -3087444.500000 Penalty: 1514.939331
	Iteration 0F: 2 clusters Score -3087444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -3070106.250000 Penalty: 3029.878662
	Iteration 0F: 3 clusters Score -3070106 nChanged 11879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -3076622.250000 Penalty: 3029.878662
	Iteration 1F: 3 clusters Score -3076622 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -3077056.500000 Penalty: 3029.878662
	Iteration 2Q: 3 clusters Score -3077056 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -3077491.750000 Penalty: 3029.878662
	Iteration 3Q: 3 clusters Score -3077492 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -3077935.500000 Penalty: 3029.878662
	Iteration 4Q: 3 clusters Score -3077936 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -3078399.000000 Penalty: 3029.878662
	Iteration 5Q: 3 clusters Score -3078399 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -3078928.750000 Penalty: 3029.878662
	Iteration 6Q: 3 clusters Score -3078929 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -3079486.250000 Penalty: 3029.878662
	Iteration 7Q: 3 clusters Score -3079486 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
Score: -3080035.000000 Penalty: 3029.878662
	Iteration 8Q: 3 clusters Score -3080035 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -3080530.000000 Penalty: 3029.878662
	Iteration 9Q: 3 clusters Score -3080530 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -3080982.250000 Penalty: 3029.878662
	Iteration 10Q: 3 clusters Score -3080982 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -3081351.250000 Penalty: 3029.878662
	Iteration 11Q: 3 clusters Score -3081351 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -3081654.500000 Penalty: 3029.878662
	Iteration 12Q: 3 clusters Score -3081654 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -3081911.500000 Penalty: 3029.878662
	Iteration 13Q: 3 clusters Score -3081912 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -3082138.250000 Penalty: 3029.878662
	Iteration 14Q: 3 clusters Score -3082138 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -3082366.750000 Penalty: 3029.878662
	Iteration 15Q: 3 clusters Score -3082367 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -3082601.000000 Penalty: 3029.878662
	Iteration 16Q: 3 clusters Score -3082601 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -3082881.000000 Penalty: 3029.878662
	Iteration 17Q: 3 clusters Score -3082881 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 20382 members 
Entering Unmasked Estep 
Score: -3083259.250000 Penalty: 3029.878662
	Iteration 18Q: 3 clusters Score -3083259 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 21204 members 
Entering Unmasked Estep 
Score: -3083700.000000 Penalty: 3029.878662
	Iteration 19Q: 3 clusters Score -3083700 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 22058 members 
Entering Unmasked Estep 
Score: -3084212.250000 Penalty: 3029.878662
	Iteration 20F: 3 clusters Score -3084212 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -3084654.250000 Penalty: 3029.878662
	Iteration 21Q: 3 clusters Score -3084654 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 23527 members 
Entering Unmasked Estep 
Score: -3085112.500000 Penalty: 3029.878662
	Iteration 22Q: 3 clusters Score -3085112 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 24132 members 
Entering Unmasked Estep 
Score: -3085510.000000 Penalty: 3029.878662
	Iteration 23Q: 3 clusters Score -3085510 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 24591 members 
Entering Unmasked Estep 
Score: -3085830.500000 Penalty: 3029.878662
	Iteration 24Q: 3 clusters Score -3085830 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 24931 members 
Entering Unmasked Estep 
Score: -3086047.000000 Penalty: 3029.878662
	Iteration 25Q: 3 clusters Score -3086047 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 25171 members 
Entering Unmasked Estep 
Score: -3086212.750000 Penalty: 3029.878662
	Iteration 26Q: 3 clusters Score -3086213 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 25335 members 
Entering Unmasked Estep 
Score: -3086328.500000 Penalty: 3029.878662
	Iteration 27Q: 3 clusters Score -3086328 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 25440 members 
Entering Unmasked Estep 
Score: -3086403.500000 Penalty: 3029.878662
	Iteration 28Q: 3 clusters Score -3086404 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 25512 members 
Entering Unmasked Estep 
Score: -3086466.000000 Penalty: 3029.878662
	Iteration 29Q: 3 clusters Score -3086466 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 25570 members 
Entering Unmasked Estep 
Score: -3086506.750000 Penalty: 3029.878662
	Iteration 30Q: 3 clusters Score -3086507 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 25606 members 
Entering Unmasked Estep 
Score: -3086532.000000 Penalty: 3029.878662
	Iteration 31Q: 3 clusters Score -3086532 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 25637 members 
Entering Unmasked Estep 
Score: -3086561.000000 Penalty: 3029.878662
	Iteration 32Q: 3 clusters Score -3086561 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 25662 members 
Entering Unmasked Estep 
Score: -3086584.500000 Penalty: 3029.878662
	Iteration 33Q: 3 clusters Score -3086584 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 25682 members 
Entering Unmasked Estep 
Score: -3086600.250000 Penalty: 3029.878662
	Iteration 34Q: 3 clusters Score -3086600 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 25699 members 
Entering Unmasked Estep 
Score: -3086624.500000 Penalty: 3029.878662
	Iteration 35Q: 3 clusters Score -3086624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 25703 members 
Entering Unmasked Estep 
Score: -3086631.250000 Penalty: 3029.878662
	Iteration 36Q: 3 clusters Score -3086631 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 25710 members 
Entering Unmasked Estep 
Score: -3086641.500000 Penalty: 3029.878662
	Iteration 37Q: 3 clusters Score -3086642 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 25726 members 
Entering Unmasked Estep 
Score: -3086660.000000 Penalty: 3029.878662
	Iteration 38Q: 3 clusters Score -3086660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 25733 members 
Entering Unmasked Estep 
Score: -3086671.500000 Penalty: 3029.878662
	Iteration 39Q: 3 clusters Score -3086672 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 25739 members 
Entering Unmasked Estep 
Score: -3086681.000000 Penalty: 3029.878662
	Iteration 40F: 3 clusters Score -3086681 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 25746 members 
Entering Unmasked Estep 
Score: -3086688.500000 Penalty: 3029.878662
	Iteration 41Q: 3 clusters Score -3086688 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 25753 members 
Entering Unmasked Estep 
Score: -3086703.500000 Penalty: 3029.878662
	Iteration 42Q: 3 clusters Score -3086704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 25759 members 
Entering Unmasked Estep 
Score: -3086703.000000 Penalty: 3029.878662
	Iteration 43Q: 3 clusters Score -3086703 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 25761 members 
Entering Unmasked Estep 
Score: -3086715.250000 Penalty: 3029.878662
	Iteration 44Q: 3 clusters Score -3086715 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 25768 members 
Entering Unmasked Estep 
Score: -3086725.000000 Penalty: 3029.878662
	Iteration 45Q: 3 clusters Score -3086725 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 25777 members 
Entering Unmasked Estep 
Score: -3086734.000000 Penalty: 3029.878662
	Iteration 46Q: 3 clusters Score -3086734 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 25786 members 
Entering Unmasked Estep 
Score: -3086751.750000 Penalty: 3029.878662
	Iteration 47Q: 3 clusters Score -3086752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 25792 members 
Entering Unmasked Estep 
Score: -3086764.000000 Penalty: 3029.878662
	Iteration 48Q: 3 clusters Score -3086764 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 25802 members 
Entering Unmasked Estep 
Score: -3086776.250000 Penalty: 3029.878662
	Iteration 49Q: 3 clusters Score -3086776 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 25805 members 
Entering Unmasked Estep 
Score: -3086781.750000 Penalty: 3029.878662
	Iteration 50Q: 3 clusters Score -3086782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 25804 members 
Entering Unmasked Estep 
Score: -3086791.750000 Penalty: 3029.878662
	Iteration 51Q: 3 clusters Score -3086792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 25805 members 
Entering Unmasked Estep 
Score: -3086792.750000 Penalty: 3029.878662
	Iteration 52Q: 3 clusters Score -3086793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 25805 members 
Entering Unmasked Estep 
Score: -3086799.250000 Penalty: 3029.878662
	Iteration 53Q: 3 clusters Score -3086799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 25807 members 
Entering Unmasked Estep 
Score: -3086795.500000 Penalty: 3029.878662
	Iteration 54Q: 3 clusters Score -3086796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 25808 members 
Entering Unmasked Estep 
Score: -3086802.750000 Penalty: 3029.878662
	Iteration 55Q: 3 clusters Score -3086803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 25808 members 
Entering Unmasked Estep 
Score: -3086797.500000 Penalty: 3029.878662
	Iteration 56Q: 3 clusters Score -3086798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 25808 members 
Entering Unmasked Estep 
Score: -3086797.500000 Penalty: 3029.878662
	Iteration 57F: 3 clusters Score -3086798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Entering Unmasked Estep 
Score: -185175.984375 Penalty: 1096.877686
	Iteration 0F: 2 clusters Score -185176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -183546.781250 Penalty: 2193.755371
	Iteration 0F: 3 clusters Score -183546.8 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -183953.109375 Penalty: 2193.755371
	Iteration 1F: 3 clusters Score -183953.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -184043.703125 Penalty: 2193.755371
	Iteration 2F: 3 clusters Score -184043.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -184096.328125 Penalty: 2193.755371
	Iteration 3Q: 3 clusters Score -184096.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -184133.718750 Penalty: 2193.755371
	Iteration 4Q: 3 clusters Score -184133.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -184163.828125 Penalty: 2193.755371
	Iteration 5Q: 3 clusters Score -184163.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -184184.656250 Penalty: 2193.755371
	Iteration 6Q: 3 clusters Score -184184.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -184194.687500 Penalty: 2193.755371
	Iteration 7Q: 3 clusters Score -184194.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -184199.187500 Penalty: 2193.755371
	Iteration 8Q: 3 clusters Score -184199.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -184201.875000 Penalty: 2193.755371
	Iteration 9Q: 3 clusters Score -184201.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -184202.765625 Penalty: 2193.755371
	Iteration 10Q: 3 clusters Score -184202.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -184203.312500 Penalty: 2193.755371
	Iteration 11Q: 3 clusters Score -184203.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -184206.015625 Penalty: 2193.755371
	Iteration 12Q: 3 clusters Score -184206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -184207.281250 Penalty: 2193.755371
	Iteration 13Q: 3 clusters Score -184207.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -184208.312500 Penalty: 2193.755371
	Iteration 14Q: 3 clusters Score -184208.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -184210.296875 Penalty: 2193.755371
	Iteration 15Q: 3 clusters Score -184210.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -184211.859375 Penalty: 2193.755371
	Iteration 16Q: 3 clusters Score -184211.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -184215.140625 Penalty: 2193.755371
	Iteration 17Q: 3 clusters Score -184215.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -184217.718750 Penalty: 2193.755371
	Iteration 18Q: 3 clusters Score -184217.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -184220.765625 Penalty: 2193.755371
	Iteration 19Q: 3 clusters Score -184220.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -184222.406250 Penalty: 2193.755371
	Iteration 20F: 3 clusters Score -184222.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -184223.890625 Penalty: 2193.755371
	Iteration 21Q: 3 clusters Score -184223.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -184225.171875 Penalty: 2193.755371
	Iteration 22Q: 3 clusters Score -184225.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -184226.484375 Penalty: 2193.755371
	Iteration 23Q: 3 clusters Score -184226.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -184226.484375 Penalty: 2193.755371
	Iteration 24F: 3 clusters Score -184226.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Entering Unmasked Estep 
Score: -256014.953125 Penalty: 1129.744141
	Iteration 0F: 2 clusters Score -256015 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -254137.984375 Penalty: 2259.488281
	Iteration 0F: 3 clusters Score -254138 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -254572.500000 Penalty: 2259.488281
	Iteration 1F: 3 clusters Score -254572.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -254707.687500 Penalty: 2259.488281
	Iteration 2F: 3 clusters Score -254707.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -254786.062500 Penalty: 2259.488281
	Iteration 3Q: 3 clusters Score -254786.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -254827.734375 Penalty: 2259.488281
	Iteration 4Q: 3 clusters Score -254827.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -254857.437500 Penalty: 2259.488281
	Iteration 5Q: 3 clusters Score -254857.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -254880.218750 Penalty: 2259.488281
	Iteration 6Q: 3 clusters Score -254880.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -254899.656250 Penalty: 2259.488281
	Iteration 7Q: 3 clusters Score -254899.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -254911.968750 Penalty: 2259.488281
	Iteration 8Q: 3 clusters Score -254912 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -254919.015625 Penalty: 2259.488281
	Iteration 9Q: 3 clusters Score -254919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -254921.140625 Penalty: 2259.488281
	Iteration 10Q: 3 clusters Score -254921.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -254924.703125 Penalty: 2259.488281
	Iteration 11Q: 3 clusters Score -254924.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -254926.390625 Penalty: 2259.488281
	Iteration 12Q: 3 clusters Score -254926.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -254927.031250 Penalty: 2259.488281
	Iteration 13Q: 3 clusters Score -254927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -254927.421875 Penalty: 2259.488281
	Iteration 14Q: 3 clusters Score -254927.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -254928.328125 Penalty: 2259.488281
	Iteration 15Q: 3 clusters Score -254928.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -254929.343750 Penalty: 2259.488281
	Iteration 16Q: 3 clusters Score -254929.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -254930.312500 Penalty: 2259.488281
	Iteration 17Q: 3 clusters Score -254930.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -254930.312500 Penalty: 2259.488281
	Iteration 18F: 3 clusters Score -254930.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (66594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66594 members 
Entering Unmasked Estep 
Score: -8297958.000000 Penalty: 1652.627930
	Iteration 0F: 2 clusters Score -8297958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33172 members 
Mstep: Class 2 contains 33422 members 
Entering Unmasked Estep 
Score: -8256538.500000 Penalty: 3305.255859
	Iteration 0F: 3 clusters Score -8256538 nChanged 31118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31984 members 
Mstep: Class 2 contains 34610 members 
Entering Unmasked Estep 
Score: -8274320.000000 Penalty: 3305.255859
	Iteration 1F: 3 clusters Score -8274320 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31135 members 
Mstep: Class 2 contains 35459 members 
Entering Unmasked Estep 
Score: -8274989.500000 Penalty: 3305.255859
	Iteration 2Q: 3 clusters Score -8274990 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29897 members 
Mstep: Class 2 contains 36697 members 
Entering Unmasked Estep 
Score: -8275647.500000 Penalty: 3305.255859
	Iteration 3Q: 3 clusters Score -8275648 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28185 members 
Mstep: Class 2 contains 38409 members 
Entering Unmasked Estep 
Score: -8276407.500000 Penalty: 3305.255859
	Iteration 4Q: 3 clusters Score -8276408 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 40737 members 
Entering Unmasked Estep 
Score: -8277424.000000 Penalty: 3305.255859
	Iteration 5Q: 3 clusters Score -8277424 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 43750 members 
Entering Unmasked Estep 
Score: -8278779.500000 Penalty: 3305.255859
	Iteration 6F: 3 clusters Score -8278780 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 47429 members 
Entering Unmasked Estep 
Score: -8280735.500000 Penalty: 3305.255859
	Iteration 7F: 3 clusters Score -8280736 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 51629 members 
Entering Unmasked Estep 
Score: -8283387.000000 Penalty: 3305.255859
	Iteration 8F: 3 clusters Score -8283387 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 55975 members 
Entering Unmasked Estep 
Score: -8286592.500000 Penalty: 3305.255859
	Iteration 9F: 3 clusters Score -8286592 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 59816 members 
Entering Unmasked Estep 
Score: -8289865.500000 Penalty: 3305.255859
	Iteration 10F: 3 clusters Score -8289866 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 62615 members 
Entering Unmasked Estep 
Score: -8292552.000000 Penalty: 3305.255859
	Iteration 11Q: 3 clusters Score -8292552 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 64383 members 
Entering Unmasked Estep 
Score: -8294433.500000 Penalty: 3305.255859
	Iteration 12Q: 3 clusters Score -8294434 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 65324 members 
Entering Unmasked Estep 
Score: -8295425.000000 Penalty: 3305.255859
	Iteration 13Q: 3 clusters Score -8295425 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 65722 members 
Entering Unmasked Estep 
Score: -8295882.500000 Penalty: 3305.255859
	Iteration 14Q: 3 clusters Score -8295882 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 65895 members 
Entering Unmasked Estep 
Score: -8296113.000000 Penalty: 3305.255859
	Iteration 15Q: 3 clusters Score -8296113 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 65980 members 
Entering Unmasked Estep 
Score: -8296241.500000 Penalty: 3305.255859
	Iteration 16Q: 3 clusters Score -8296242 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 66035 members 
Entering Unmasked Estep 
Score: -8296320.500000 Penalty: 3305.255859
	Iteration 17Q: 3 clusters Score -8296320 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 66064 members 
Entering Unmasked Estep 
Score: -8296375.000000 Penalty: 3305.255859
	Iteration 18Q: 3 clusters Score -8296375 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 66083 members 
Entering Unmasked Estep 
Score: -8296408.000000 Penalty: 3305.255859
	Iteration 19Q: 3 clusters Score -8296408 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 66100 members 
Entering Unmasked Estep 
Score: -8296445.000000 Penalty: 3305.255859
	Iteration 20F: 3 clusters Score -8296445 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 66114 members 
Entering Unmasked Estep 
Score: -8296497.000000 Penalty: 3305.255859
	Iteration 21Q: 3 clusters Score -8296497 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 66116 members 
Entering Unmasked Estep 
Score: -8296507.000000 Penalty: 3305.255859
	Iteration 22Q: 3 clusters Score -8296507 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 66120 members 
Entering Unmasked Estep 
Score: -8296514.000000 Penalty: 3305.255859
	Iteration 23Q: 3 clusters Score -8296514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 66126 members 
Entering Unmasked Estep 
Score: -8296528.000000 Penalty: 3305.255859
	Iteration 24Q: 3 clusters Score -8296528 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 66132 members 
Entering Unmasked Estep 
Score: -8296532.500000 Penalty: 3305.255859
	Iteration 25Q: 3 clusters Score -8296532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 66136 members 
Entering Unmasked Estep 
Score: -8296544.000000 Penalty: 3305.255859
	Iteration 26Q: 3 clusters Score -8296544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 66140 members 
Entering Unmasked Estep 
Score: -8296561.500000 Penalty: 3305.255859
	Iteration 27Q: 3 clusters Score -8296562 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 66144 members 
Entering Unmasked Estep 
Score: -8296576.500000 Penalty: 3305.255859
	Iteration 28Q: 3 clusters Score -8296576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 66143 members 
Entering Unmasked Estep 
Score: -8296590.000000 Penalty: 3305.255859
	Iteration 29Q: 3 clusters Score -8296590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 66142 members 
Entering Unmasked Estep 
Score: -8296597.000000 Penalty: 3305.255859
	Iteration 30Q: 3 clusters Score -8296597 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 66141 members 
Entering Unmasked Estep 
Score: -8296599.500000 Penalty: 3305.255859
	Iteration 31Q: 3 clusters Score -8296600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 66137 members 
Entering Unmasked Estep 
Score: -8296608.000000 Penalty: 3305.255859
	Iteration 32Q: 3 clusters Score -8296608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 66135 members 
Entering Unmasked Estep 
Score: -8296605.500000 Penalty: 3305.255859
	Iteration 33Q: 3 clusters Score -8296606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 66137 members 
Entering Unmasked Estep 
Score: -8296609.000000 Penalty: 3305.255859
	Iteration 34Q: 3 clusters Score -8296609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 66141 members 
Entering Unmasked Estep 
Score: -8296612.000000 Penalty: 3305.255859
	Iteration 35Q: 3 clusters Score -8296612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 66145 members 
Entering Unmasked Estep 
Score: -8296631.000000 Penalty: 3305.255859
	Iteration 36Q: 3 clusters Score -8296631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 66143 members 
Entering Unmasked Estep 
Score: -8296624.000000 Penalty: 3305.255859
	Iteration 37Q: 3 clusters Score -8296624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 66144 members 
Entering Unmasked Estep 
Score: -8296626.000000 Penalty: 3305.255859
	Iteration 38Q: 3 clusters Score -8296626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 66143 members 
Entering Unmasked Estep 
Score: -8296631.500000 Penalty: 3305.255859
	Iteration 39Q: 3 clusters Score -8296632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 66144 members 
Entering Unmasked Estep 
Score: -8296632.500000 Penalty: 3305.255859
	Iteration 40F: 3 clusters Score -8296632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 66145 members 
Entering Unmasked Estep 
Score: -8296633.500000 Penalty: 3305.255859
	Iteration 41Q: 3 clusters Score -8296634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 66146 members 
Entering Unmasked Estep 
Score: -8296635.000000 Penalty: 3305.255859
	Iteration 42Q: 3 clusters Score -8296635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 66145 members 
Entering Unmasked Estep 
Score: -8296631.500000 Penalty: 3305.255859
	Iteration 43Q: 3 clusters Score -8296632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 66144 members 
Entering Unmasked Estep 
Score: -8296638.000000 Penalty: 3305.255859
	Iteration 44Q: 3 clusters Score -8296638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 66144 members 
Entering Unmasked Estep 
Score: -8296638.000000 Penalty: 3305.255859
	Iteration 45F: 3 clusters Score -8296638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Entering Unmasked Estep 
Score: -48037.335938 Penalty: 964.913757
	Iteration 0F: 2 clusters Score -48037.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -47106.621094 Penalty: 1929.827515
	Iteration 0F: 3 clusters Score -47106.62 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -47663.222656 Penalty: 1929.827515
	Iteration 1F: 3 clusters Score -47663.22 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -47840.785156 Penalty: 1929.827515
	Iteration 2F: 3 clusters Score -47840.79 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -48023.015625 Penalty: 1929.827515
	Iteration 3F: 3 clusters Score -48023.02 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -48101.804688 Penalty: 1929.827515
	Iteration 4Q: 3 clusters Score -48101.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -48172.679688 Penalty: 1929.827515
	Iteration 5Q: 3 clusters Score -48172.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -48218.812500 Penalty: 1929.827515
	Iteration 6Q: 3 clusters Score -48218.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -48276.921875 Penalty: 1929.827515
	Iteration 7Q: 3 clusters Score -48276.92 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -48340.941406 Penalty: 1929.827515
	Iteration 8Q: 3 clusters Score -48340.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -48409.558594 Penalty: 1929.827515
	Iteration 9Q: 3 clusters Score -48409.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -48456.660156 Penalty: 1929.827515
	Iteration 10Q: 3 clusters Score -48456.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -48489.410156 Penalty: 1929.827515
	Iteration 11Q: 3 clusters Score -48489.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -48527.210938 Penalty: 1929.827515
	Iteration 12Q: 3 clusters Score -48527.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -48556.066406 Penalty: 1929.827515
	Iteration 13Q: 3 clusters Score -48556.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -48580.445312 Penalty: 1929.827515
	Iteration 14Q: 3 clusters Score -48580.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -48608.968750 Penalty: 1929.827515
	Iteration 15Q: 3 clusters Score -48608.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -48618.121094 Penalty: 1929.827515
	Iteration 16Q: 3 clusters Score -48618.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -48619.039062 Penalty: 1929.827515
	Iteration 17Q: 3 clusters Score -48619.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -48624.082031 Penalty: 1929.827515
	Iteration 18Q: 3 clusters Score -48624.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -48626.066406 Penalty: 1929.827515
	Iteration 19Q: 3 clusters Score -48626.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -48634.253906 Penalty: 1929.827515
	Iteration 20F: 3 clusters Score -48634.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -48658.988281 Penalty: 1929.827515
	Iteration 21Q: 3 clusters Score -48658.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -48663.972656 Penalty: 1929.827515
	Iteration 22Q: 3 clusters Score -48663.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -48683.128906 Penalty: 1929.827515
	Iteration 23Q: 3 clusters Score -48683.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -48696.710938 Penalty: 1929.827515
	Iteration 24Q: 3 clusters Score -48696.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -48711.285156 Penalty: 1929.827515
	Iteration 25Q: 3 clusters Score -48711.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -48751.171875 Penalty: 1929.827515
	Iteration 26Q: 3 clusters Score -48751.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -48849.792969 Penalty: 1929.827515
	Iteration 27Q: 3 clusters Score -48849.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -48902.703125 Penalty: 1929.827515
	Iteration 28Q: 3 clusters Score -48902.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -48921.875000 Penalty: 1929.827515
	Iteration 29Q: 3 clusters Score -48921.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -48927.058594 Penalty: 1929.827515
	Iteration 30Q: 3 clusters Score -48927.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -48930.355469 Penalty: 1929.827515
	Iteration 31Q: 3 clusters Score -48930.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -48936.703125 Penalty: 1929.827515
	Iteration 32Q: 3 clusters Score -48936.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -48939.230469 Penalty: 1929.827515
	Iteration 33Q: 3 clusters Score -48939.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -48947.035156 Penalty: 1929.827515
	Iteration 34Q: 3 clusters Score -48947.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -48974.750000 Penalty: 1929.827515
	Iteration 35Q: 3 clusters Score -48974.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -48981.406250 Penalty: 1929.827515
	Iteration 36Q: 3 clusters Score -48981.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -48981.406250 Penalty: 1929.827515
	Iteration 37F: 3 clusters Score -48981.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 44699 members 
Mstep: Class 3 contains 3962 members 
Mstep: Class 4 contains 57621 members 
Mstep: Class 5 contains 11878 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 28498 members 
Mstep: Class 8 contains 11446 members 
Mstep: Class 9 contains 26013 members 
Mstep: Class 10 contains 2483 members 
Mstep: Class 11 contains 26398 members 
Mstep: Class 12 contains 1590 members 
Mstep: Class 13 contains 1983 members 
Mstep: Class 14 contains 66594 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 2707 members 
Mstep: Class 17 contains 9034 members 
Mstep: Class 18 contains 25300 members 
Mstep: Class 19 contains 8010 members 
Mstep: Class 20 contains 16667 members 
Mstep: Class 21 contains 21863 members 
Mstep: Class 22 contains 19952 members 
Mstep: Class 23 contains 18825 members 
Mstep: Class 24 contains 52685 members 
Mstep: Class 25 contains 2566 members 
Mstep: Class 26 contains 1017 members 
Mstep: Class 27 contains 6234 members 
Mstep: Class 28 contains 1080 members 
Mstep: Class 29 contains 9484 members 
Mstep: Class 30 contains 22011 members 
Mstep: Class 31 contains 9540 members 
Mstep: Class 32 contains 59141 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 479 members 
Mstep: Class 35 contains 5716 members 
Mstep: Class 36 contains 523 members 
Mstep: Class 37 contains 1007 members 
Mstep: Class 38 contains 63406 members 
Mstep: Class 39 contains 16222 members 
Mstep: Class 40 contains 1942 members 
Mstep: Class 41 contains 286 members 
Entering Unmasked Estep 
Score: -81011536.000000 Penalty: 81814.242188
Splitting cluster 15 changes total score from -80994056.000000 to -81011536.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 16 (2707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Entering Unmasked Estep 
Score: -293842.906250 Penalty: 1176.055176
	Iteration 0F: 2 clusters Score -293842.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -291612.843750 Penalty: 2352.110352
	Iteration 0F: 3 clusters Score -291612.8 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -292313.625000 Penalty: 2352.110352
	Iteration 1F: 3 clusters Score -292313.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -292505.656250 Penalty: 2352.110352
	Iteration 2F: 3 clusters Score -292505.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -292615.343750 Penalty: 2352.110352
	Iteration 3Q: 3 clusters Score -292615.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -292694.406250 Penalty: 2352.110352
	Iteration 4Q: 3 clusters Score -292694.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -292757.406250 Penalty: 2352.110352
	Iteration 5Q: 3 clusters Score -292757.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -292807.437500 Penalty: 2352.110352
	Iteration 6Q: 3 clusters Score -292807.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -292850.187500 Penalty: 2352.110352
	Iteration 7Q: 3 clusters Score -292850.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -292887.406250 Penalty: 2352.110352
	Iteration 8Q: 3 clusters Score -292887.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -292929.718750 Penalty: 2352.110352
	Iteration 9Q: 3 clusters Score -292929.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -292966.781250 Penalty: 2352.110352
	Iteration 10Q: 3 clusters Score -292966.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -292997.000000 Penalty: 2352.110352
	Iteration 11Q: 3 clusters Score -292997 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -293017.468750 Penalty: 2352.110352
	Iteration 12Q: 3 clusters Score -293017.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -293030.062500 Penalty: 2352.110352
	Iteration 13Q: 3 clusters Score -293030.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -293043.281250 Penalty: 2352.110352
	Iteration 14Q: 3 clusters Score -293043.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -293059.093750 Penalty: 2352.110352
	Iteration 15Q: 3 clusters Score -293059.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -293074.156250 Penalty: 2352.110352
	Iteration 16Q: 3 clusters Score -293074.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -293087.593750 Penalty: 2352.110352
	Iteration 17Q: 3 clusters Score -293087.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -293094.562500 Penalty: 2352.110352
	Iteration 18Q: 3 clusters Score -293094.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -293097.875000 Penalty: 2352.110352
	Iteration 19Q: 3 clusters Score -293097.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -293104.281250 Penalty: 2352.110352
	Iteration 20F: 3 clusters Score -293104.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -293106.406250 Penalty: 2352.110352
	Iteration 21Q: 3 clusters Score -293106.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -293108.937500 Penalty: 2352.110352
	Iteration 22Q: 3 clusters Score -293108.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -293111.562500 Penalty: 2352.110352
	Iteration 23Q: 3 clusters Score -293111.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -293112.718750 Penalty: 2352.110352
	Iteration 24Q: 3 clusters Score -293112.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -293113.156250 Penalty: 2352.110352
	Iteration 25Q: 3 clusters Score -293113.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -293113.687500 Penalty: 2352.110352
	Iteration 26Q: 3 clusters Score -293113.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -293115.062500 Penalty: 2352.110352
	Iteration 27Q: 3 clusters Score -293115.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -293116.281250 Penalty: 2352.110352
	Iteration 28Q: 3 clusters Score -293116.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -293116.531250 Penalty: 2352.110352
	Iteration 29Q: 3 clusters Score -293116.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -293117.687500 Penalty: 2352.110352
	Iteration 30Q: 3 clusters Score -293117.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -293119.750000 Penalty: 2352.110352
	Iteration 31Q: 3 clusters Score -293119.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -293122.812500 Penalty: 2352.110352
	Iteration 32Q: 3 clusters Score -293122.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -293125.875000 Penalty: 2352.110352
	Iteration 33Q: 3 clusters Score -293125.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -293130.437500 Penalty: 2352.110352
	Iteration 34Q: 3 clusters Score -293130.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -293134.500000 Penalty: 2352.110352
	Iteration 35Q: 3 clusters Score -293134.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -293138.500000 Penalty: 2352.110352
	Iteration 36Q: 3 clusters Score -293138.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -293141.625000 Penalty: 2352.110352
	Iteration 37Q: 3 clusters Score -293141.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -293147.468750 Penalty: 2352.110352
	Iteration 38Q: 3 clusters Score -293147.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -293152.031250 Penalty: 2352.110352
	Iteration 39Q: 3 clusters Score -293152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -293154.156250 Penalty: 2352.110352
	Iteration 40F: 3 clusters Score -293154.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -293155.000000 Penalty: 2352.110352
	Iteration 41Q: 3 clusters Score -293155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -293156.625000 Penalty: 2352.110352
	Iteration 42Q: 3 clusters Score -293156.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -293157.750000 Penalty: 2352.110352
	Iteration 43Q: 3 clusters Score -293157.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -293158.093750 Penalty: 2352.110352
	Iteration 44Q: 3 clusters Score -293158.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -293159.312500 Penalty: 2352.110352
	Iteration 45Q: 3 clusters Score -293159.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -293159.781250 Penalty: 2352.110352
	Iteration 46Q: 3 clusters Score -293159.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -293160.218750 Penalty: 2352.110352
	Iteration 47Q: 3 clusters Score -293160.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -293162.031250 Penalty: 2352.110352
	Iteration 48Q: 3 clusters Score -293162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -293164.156250 Penalty: 2352.110352
	Iteration 49Q: 3 clusters Score -293164.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -293165.312500 Penalty: 2352.110352
	Iteration 50Q: 3 clusters Score -293165.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -293167.125000 Penalty: 2352.110352
	Iteration 51Q: 3 clusters Score -293167.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -293167.125000 Penalty: 2352.110352
	Iteration 52F: 3 clusters Score -293167.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Entering Unmasked Estep 
Score: -1103446.875000 Penalty: 1355.382080
	Iteration 0F: 2 clusters Score -1103447 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1097357.000000 Penalty: 2710.764160
	Iteration 0F: 3 clusters Score -1097357 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1099365.500000 Penalty: 2710.764160
	Iteration 1F: 3 clusters Score -1099366 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1099657.125000 Penalty: 2710.764160
	Iteration 2F: 3 clusters Score -1099657 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1099838.250000 Penalty: 2710.764160
	Iteration 3Q: 3 clusters Score -1099838 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1099975.125000 Penalty: 2710.764160
	Iteration 4Q: 3 clusters Score -1099975 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1100095.500000 Penalty: 2710.764160
	Iteration 5Q: 3 clusters Score -1100096 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1100197.500000 Penalty: 2710.764160
	Iteration 6Q: 3 clusters Score -1100198 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1100293.000000 Penalty: 2710.764160
	Iteration 7Q: 3 clusters Score -1100293 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1100367.500000 Penalty: 2710.764160
	Iteration 8Q: 3 clusters Score -1100368 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1100445.875000 Penalty: 2710.764160
	Iteration 9Q: 3 clusters Score -1100446 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1100520.250000 Penalty: 2710.764160
	Iteration 10Q: 3 clusters Score -1100520 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1100596.375000 Penalty: 2710.764160
	Iteration 11Q: 3 clusters Score -1100596 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1100676.875000 Penalty: 2710.764160
	Iteration 12Q: 3 clusters Score -1100677 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1100762.875000 Penalty: 2710.764160
	Iteration 13Q: 3 clusters Score -1100763 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1100834.750000 Penalty: 2710.764160
	Iteration 14Q: 3 clusters Score -1100835 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1100914.375000 Penalty: 2710.764160
	Iteration 15Q: 3 clusters Score -1100914 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1100996.875000 Penalty: 2710.764160
	Iteration 16Q: 3 clusters Score -1100997 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1101088.500000 Penalty: 2710.764160
	Iteration 17Q: 3 clusters Score -1101088 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1101181.875000 Penalty: 2710.764160
	Iteration 18Q: 3 clusters Score -1101182 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1101261.875000 Penalty: 2710.764160
	Iteration 19Q: 3 clusters Score -1101262 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1101338.250000 Penalty: 2710.764160
	Iteration 20F: 3 clusters Score -1101338 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1101396.125000 Penalty: 2710.764160
	Iteration 21Q: 3 clusters Score -1101396 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1101442.875000 Penalty: 2710.764160
	Iteration 22Q: 3 clusters Score -1101443 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1101485.875000 Penalty: 2710.764160
	Iteration 23Q: 3 clusters Score -1101486 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1101516.500000 Penalty: 2710.764160
	Iteration 24Q: 3 clusters Score -1101516 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1101541.625000 Penalty: 2710.764160
	Iteration 25Q: 3 clusters Score -1101542 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1101571.250000 Penalty: 2710.764160
	Iteration 26Q: 3 clusters Score -1101571 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1101597.000000 Penalty: 2710.764160
	Iteration 27Q: 3 clusters Score -1101597 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1101620.500000 Penalty: 2710.764160
	Iteration 28Q: 3 clusters Score -1101620 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1101639.000000 Penalty: 2710.764160
	Iteration 29Q: 3 clusters Score -1101639 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1101663.750000 Penalty: 2710.764160
	Iteration 30Q: 3 clusters Score -1101664 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1101691.875000 Penalty: 2710.764160
	Iteration 31Q: 3 clusters Score -1101692 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1101717.625000 Penalty: 2710.764160
	Iteration 32Q: 3 clusters Score -1101718 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1101739.500000 Penalty: 2710.764160
	Iteration 33Q: 3 clusters Score -1101740 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1101764.375000 Penalty: 2710.764160
	Iteration 34Q: 3 clusters Score -1101764 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1101781.750000 Penalty: 2710.764160
	Iteration 35Q: 3 clusters Score -1101782 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1101800.375000 Penalty: 2710.764160
	Iteration 36Q: 3 clusters Score -1101800 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1101815.375000 Penalty: 2710.764160
	Iteration 37Q: 3 clusters Score -1101815 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1101834.000000 Penalty: 2710.764160
	Iteration 38Q: 3 clusters Score -1101834 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1101848.000000 Penalty: 2710.764160
	Iteration 39Q: 3 clusters Score -1101848 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1101856.375000 Penalty: 2710.764160
	Iteration 40F: 3 clusters Score -1101856 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1101865.500000 Penalty: 2710.764160
	Iteration 41Q: 3 clusters Score -1101866 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1101880.375000 Penalty: 2710.764160
	Iteration 42Q: 3 clusters Score -1101880 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1101893.375000 Penalty: 2710.764160
	Iteration 43Q: 3 clusters Score -1101893 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1101907.125000 Penalty: 2710.764160
	Iteration 44Q: 3 clusters Score -1101907 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1101916.125000 Penalty: 2710.764160
	Iteration 45Q: 3 clusters Score -1101916 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1101927.000000 Penalty: 2710.764160
	Iteration 46Q: 3 clusters Score -1101927 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1101935.375000 Penalty: 2710.764160
	Iteration 47Q: 3 clusters Score -1101935 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1101942.875000 Penalty: 2710.764160
	Iteration 48Q: 3 clusters Score -1101943 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1101949.500000 Penalty: 2710.764160
	Iteration 49Q: 3 clusters Score -1101950 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1101954.375000 Penalty: 2710.764160
	Iteration 50Q: 3 clusters Score -1101954 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1101961.625000 Penalty: 2710.764160
	Iteration 51Q: 3 clusters Score -1101962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1101963.500000 Penalty: 2710.764160
	Iteration 52Q: 3 clusters Score -1101964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1101966.000000 Penalty: 2710.764160
	Iteration 53Q: 3 clusters Score -1101966 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1101972.625000 Penalty: 2710.764160
	Iteration 54Q: 3 clusters Score -1101973 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1101977.375000 Penalty: 2710.764160
	Iteration 55Q: 3 clusters Score -1101977 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1101979.000000 Penalty: 2710.764160
	Iteration 56Q: 3 clusters Score -1101979 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1101978.750000 Penalty: 2710.764160
	Iteration 57Q: 3 clusters Score -1101979 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1101982.500000 Penalty: 2710.764160
	Iteration 58Q: 3 clusters Score -1101982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1101985.250000 Penalty: 2710.764160
	Iteration 59Q: 3 clusters Score -1101985 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1101986.250000 Penalty: 2710.764160
	Iteration 60F: 3 clusters Score -1101986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1101988.375000 Penalty: 2710.764160
	Iteration 61Q: 3 clusters Score -1101988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1101992.125000 Penalty: 2710.764160
	Iteration 62Q: 3 clusters Score -1101992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1101991.000000 Penalty: 2710.764160
	Iteration 63Q: 3 clusters Score -1101991 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1101993.625000 Penalty: 2710.764160
	Iteration 64Q: 3 clusters Score -1101994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1101996.375000 Penalty: 2710.764160
	Iteration 65Q: 3 clusters Score -1101996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1101999.375000 Penalty: 2710.764160
	Iteration 66Q: 3 clusters Score -1101999 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1102000.750000 Penalty: 2710.764160
	Iteration 67Q: 3 clusters Score -1102001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1101999.000000 Penalty: 2710.764160
	Iteration 68Q: 3 clusters Score -1101999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1102000.500000 Penalty: 2710.764160
	Iteration 69Q: 3 clusters Score -1102000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1102001.625000 Penalty: 2710.764160
	Iteration 70Q: 3 clusters Score -1102002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1102001.875000 Penalty: 2710.764160
	Iteration 71Q: 3 clusters Score -1102002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1102001.875000 Penalty: 2710.764160
	Iteration 72F: 3 clusters Score -1102002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (25300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25300 members 
Entering Unmasked Estep 
Score: -3095101.250000 Penalty: 1508.617676
	Iteration 0F: 2 clusters Score -3095101 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -3078583.000000 Penalty: 3017.235352
	Iteration 0F: 3 clusters Score -3078583 nChanged 11263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -3084737.750000 Penalty: 3017.235352
	Iteration 1F: 3 clusters Score -3084738 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -3085271.250000 Penalty: 3017.235352
	Iteration 2F: 3 clusters Score -3085271 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -3085866.750000 Penalty: 3017.235352
	Iteration 3F: 3 clusters Score -3085867 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -3086547.000000 Penalty: 3017.235352
	Iteration 4F: 3 clusters Score -3086547 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -3087370.000000 Penalty: 3017.235352
	Iteration 5F: 3 clusters Score -3087370 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -3088337.250000 Penalty: 3017.235352
	Iteration 6F: 3 clusters Score -3088337 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -3089428.000000 Penalty: 3017.235352
	Iteration 7F: 3 clusters Score -3089428 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -3090506.250000 Penalty: 3017.235352
	Iteration 8F: 3 clusters Score -3090506 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -3091462.750000 Penalty: 3017.235352
	Iteration 9Q: 3 clusters Score -3091463 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -3092160.500000 Penalty: 3017.235352
	Iteration 10Q: 3 clusters Score -3092160 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -3092605.500000 Penalty: 3017.235352
	Iteration 11Q: 3 clusters Score -3092606 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -3092871.250000 Penalty: 3017.235352
	Iteration 12Q: 3 clusters Score -3092871 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -3092986.250000 Penalty: 3017.235352
	Iteration 13Q: 3 clusters Score -3092986 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -3093102.250000 Penalty: 3017.235352
	Iteration 14Q: 3 clusters Score -3093102 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -3093182.750000 Penalty: 3017.235352
	Iteration 15Q: 3 clusters Score -3093183 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22075 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -3093227.250000 Penalty: 3017.235352
	Iteration 16Q: 3 clusters Score -3093227 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22189 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -3093263.750000 Penalty: 3017.235352
	Iteration 17Q: 3 clusters Score -3093264 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22296 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -3093302.250000 Penalty: 3017.235352
	Iteration 18Q: 3 clusters Score -3093302 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22393 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -3093342.000000 Penalty: 3017.235352
	Iteration 19Q: 3 clusters Score -3093342 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22467 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -3093359.500000 Penalty: 3017.235352
	Iteration 20F: 3 clusters Score -3093360 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22527 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -3093382.250000 Penalty: 3017.235352
	Iteration 21Q: 3 clusters Score -3093382 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22576 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -3093384.000000 Penalty: 3017.235352
	Iteration 22Q: 3 clusters Score -3093384 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22619 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -3093404.750000 Penalty: 3017.235352
	Iteration 23Q: 3 clusters Score -3093405 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -3093412.500000 Penalty: 3017.235352
	Iteration 24Q: 3 clusters Score -3093412 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22707 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -3093420.250000 Penalty: 3017.235352
	Iteration 25Q: 3 clusters Score -3093420 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22748 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -3093436.250000 Penalty: 3017.235352
	Iteration 26Q: 3 clusters Score -3093436 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22785 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -3093444.500000 Penalty: 3017.235352
	Iteration 27Q: 3 clusters Score -3093444 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22811 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -3093450.250000 Penalty: 3017.235352
	Iteration 28Q: 3 clusters Score -3093450 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -3093453.250000 Penalty: 3017.235352
	Iteration 29Q: 3 clusters Score -3093453 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -3093467.000000 Penalty: 3017.235352
	Iteration 30Q: 3 clusters Score -3093467 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22927 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -3093478.500000 Penalty: 3017.235352
	Iteration 31Q: 3 clusters Score -3093478 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -3093488.250000 Penalty: 3017.235352
	Iteration 32Q: 3 clusters Score -3093488 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23013 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -3093503.250000 Penalty: 3017.235352
	Iteration 33Q: 3 clusters Score -3093503 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23066 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -3093511.500000 Penalty: 3017.235352
	Iteration 34Q: 3 clusters Score -3093512 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23108 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -3093533.250000 Penalty: 3017.235352
	Iteration 35Q: 3 clusters Score -3093533 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -3093530.500000 Penalty: 3017.235352
	Iteration 36Q: 3 clusters Score -3093530 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23182 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -3093555.000000 Penalty: 3017.235352
	Iteration 37Q: 3 clusters Score -3093555 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23219 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -3093569.500000 Penalty: 3017.235352
	Iteration 38Q: 3 clusters Score -3093570 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23254 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -3093583.250000 Penalty: 3017.235352
	Iteration 39Q: 3 clusters Score -3093583 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -3093595.250000 Penalty: 3017.235352
	Iteration 40F: 3 clusters Score -3093595 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23341 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -3093612.250000 Penalty: 3017.235352
	Iteration 41Q: 3 clusters Score -3093612 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23364 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -3093619.750000 Penalty: 3017.235352
	Iteration 42Q: 3 clusters Score -3093620 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23392 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -3093626.750000 Penalty: 3017.235352
	Iteration 43Q: 3 clusters Score -3093627 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -3093631.500000 Penalty: 3017.235352
	Iteration 44Q: 3 clusters Score -3093632 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23444 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -3093636.000000 Penalty: 3017.235352
	Iteration 45Q: 3 clusters Score -3093636 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23474 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -3093644.750000 Penalty: 3017.235352
	Iteration 46Q: 3 clusters Score -3093645 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23513 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -3093658.250000 Penalty: 3017.235352
	Iteration 47Q: 3 clusters Score -3093658 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -3093668.500000 Penalty: 3017.235352
	Iteration 48Q: 3 clusters Score -3093668 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23564 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -3093672.750000 Penalty: 3017.235352
	Iteration 49Q: 3 clusters Score -3093673 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23580 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -3093674.500000 Penalty: 3017.235352
	Iteration 50Q: 3 clusters Score -3093674 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23594 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -3093673.750000 Penalty: 3017.235352
	Iteration 51Q: 3 clusters Score -3093674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23605 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -3093678.250000 Penalty: 3017.235352
	Iteration 52Q: 3 clusters Score -3093678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -3093687.250000 Penalty: 3017.235352
	Iteration 53Q: 3 clusters Score -3093687 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23624 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -3093679.750000 Penalty: 3017.235352
	Iteration 54Q: 3 clusters Score -3093680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -3093687.000000 Penalty: 3017.235352
	Iteration 55Q: 3 clusters Score -3093687 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -3093692.750000 Penalty: 3017.235352
	Iteration 56Q: 3 clusters Score -3093693 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23671 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -3093701.250000 Penalty: 3017.235352
	Iteration 57Q: 3 clusters Score -3093701 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -3093714.500000 Penalty: 3017.235352
	Iteration 58Q: 3 clusters Score -3093714 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23710 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -3093723.000000 Penalty: 3017.235352
	Iteration 59Q: 3 clusters Score -3093723 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -3093725.500000 Penalty: 3017.235352
	Iteration 60F: 3 clusters Score -3093726 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -3093731.250000 Penalty: 3017.235352
	Iteration 61Q: 3 clusters Score -3093731 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23768 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -3093739.500000 Penalty: 3017.235352
	Iteration 62Q: 3 clusters Score -3093740 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23784 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -3093744.750000 Penalty: 3017.235352
	Iteration 63Q: 3 clusters Score -3093745 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23799 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -3093749.500000 Penalty: 3017.235352
	Iteration 64Q: 3 clusters Score -3093750 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23816 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -3093747.250000 Penalty: 3017.235352
	Iteration 65Q: 3 clusters Score -3093747 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23830 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -3093758.750000 Penalty: 3017.235352
	Iteration 66Q: 3 clusters Score -3093759 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23841 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -3093758.750000 Penalty: 3017.235352
	Iteration 67Q: 3 clusters Score -3093759 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23851 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -3093755.750000 Penalty: 3017.235352
	Iteration 68Q: 3 clusters Score -3093756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23862 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -3093763.000000 Penalty: 3017.235352
	Iteration 69Q: 3 clusters Score -3093763 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23871 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -3093766.500000 Penalty: 3017.235352
	Iteration 70Q: 3 clusters Score -3093766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -3093763.250000 Penalty: 3017.235352
	Iteration 71Q: 3 clusters Score -3093763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23887 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -3093760.250000 Penalty: 3017.235352
	Iteration 72Q: 3 clusters Score -3093760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23895 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -3093764.000000 Penalty: 3017.235352
	Iteration 73Q: 3 clusters Score -3093764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -3093773.750000 Penalty: 3017.235352
	Iteration 74Q: 3 clusters Score -3093774 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23918 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -3093775.500000 Penalty: 3017.235352
	Iteration 75Q: 3 clusters Score -3093776 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23927 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -3093782.750000 Penalty: 3017.235352
	Iteration 76Q: 3 clusters Score -3093783 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -3093781.250000 Penalty: 3017.235352
	Iteration 77Q: 3 clusters Score -3093781 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23947 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -3093784.500000 Penalty: 3017.235352
	Iteration 78Q: 3 clusters Score -3093784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23956 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -3093791.750000 Penalty: 3017.235352
	Iteration 79Q: 3 clusters Score -3093792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23963 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -3093792.750000 Penalty: 3017.235352
	Iteration 80F: 3 clusters Score -3093793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23970 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -3093798.750000 Penalty: 3017.235352
	Iteration 81Q: 3 clusters Score -3093799 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -3093795.000000 Penalty: 3017.235352
	Iteration 82Q: 3 clusters Score -3093795 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23985 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -3093800.750000 Penalty: 3017.235352
	Iteration 83Q: 3 clusters Score -3093801 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23997 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -3093804.500000 Penalty: 3017.235352
	Iteration 84Q: 3 clusters Score -3093804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -3093811.750000 Penalty: 3017.235352
	Iteration 85Q: 3 clusters Score -3093812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -3093813.500000 Penalty: 3017.235352
	Iteration 86Q: 3 clusters Score -3093814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -3093813.000000 Penalty: 3017.235352
	Iteration 87Q: 3 clusters Score -3093813 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -3093811.000000 Penalty: 3017.235352
	Iteration 88Q: 3 clusters Score -3093811 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24041 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -3093818.000000 Penalty: 3017.235352
	Iteration 89Q: 3 clusters Score -3093818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24049 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -3093820.000000 Penalty: 3017.235352
	Iteration 90Q: 3 clusters Score -3093820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -3093823.750000 Penalty: 3017.235352
	Iteration 91Q: 3 clusters Score -3093824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24068 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -3093828.000000 Penalty: 3017.235352
	Iteration 92Q: 3 clusters Score -3093828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -3093831.250000 Penalty: 3017.235352
	Iteration 93Q: 3 clusters Score -3093831 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24091 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -3093830.750000 Penalty: 3017.235352
	Iteration 94Q: 3 clusters Score -3093831 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24098 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -3093833.000000 Penalty: 3017.235352
	Iteration 95Q: 3 clusters Score -3093833 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24108 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -3093836.500000 Penalty: 3017.235352
	Iteration 96Q: 3 clusters Score -3093836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24114 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -3093834.750000 Penalty: 3017.235352
	Iteration 97Q: 3 clusters Score -3093835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -3093832.750000 Penalty: 3017.235352
	Iteration 98Q: 3 clusters Score -3093833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24123 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -3093837.750000 Penalty: 3017.235352
	Iteration 99Q: 3 clusters Score -3093838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24124 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -3093835.750000 Penalty: 3017.235352
	Iteration 100F: 3 clusters Score -3093836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24127 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -3093837.750000 Penalty: 3017.235352
	Iteration 101Q: 3 clusters Score -3093838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24131 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -3093842.250000 Penalty: 3017.235352
	Iteration 102Q: 3 clusters Score -3093842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24139 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -3093847.750000 Penalty: 3017.235352
	Iteration 103Q: 3 clusters Score -3093848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24147 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -3093855.250000 Penalty: 3017.235352
	Iteration 104Q: 3 clusters Score -3093855 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -3093862.000000 Penalty: 3017.235352
	Iteration 105Q: 3 clusters Score -3093862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24164 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -3093869.250000 Penalty: 3017.235352
	Iteration 106Q: 3 clusters Score -3093869 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24176 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -3093875.500000 Penalty: 3017.235352
	Iteration 107Q: 3 clusters Score -3093876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24180 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -3093876.250000 Penalty: 3017.235352
	Iteration 108Q: 3 clusters Score -3093876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24182 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -3093873.000000 Penalty: 3017.235352
	Iteration 109Q: 3 clusters Score -3093873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24184 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -3093875.750000 Penalty: 3017.235352
	Iteration 110Q: 3 clusters Score -3093876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24188 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -3093877.500000 Penalty: 3017.235352
	Iteration 111Q: 3 clusters Score -3093878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24191 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -3093879.000000 Penalty: 3017.235352
	Iteration 112Q: 3 clusters Score -3093879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24193 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -3093879.250000 Penalty: 3017.235352
	Iteration 113Q: 3 clusters Score -3093879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24194 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -3093878.250000 Penalty: 3017.235352
	Iteration 114Q: 3 clusters Score -3093878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24195 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -3093879.250000 Penalty: 3017.235352
	Iteration 115Q: 3 clusters Score -3093879 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24195 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -3093879.250000 Penalty: 3017.235352
	Iteration 116F: 3 clusters Score -3093879 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Entering Unmasked Estep 
Score: -969289.500000 Penalty: 1337.480835
	Iteration 0F: 2 clusters Score -969289.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -963733.187500 Penalty: 2674.961670
	Iteration 0F: 3 clusters Score -963733.2 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -965464.062500 Penalty: 2674.961670
	Iteration 1F: 3 clusters Score -965464.1 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -965747.000000 Penalty: 2674.961670
	Iteration 2F: 3 clusters Score -965747 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -965947.375000 Penalty: 2674.961670
	Iteration 3F: 3 clusters Score -965947.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -966089.687500 Penalty: 2674.961670
	Iteration 4Q: 3 clusters Score -966089.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -966204.937500 Penalty: 2674.961670
	Iteration 5Q: 3 clusters Score -966204.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -966300.375000 Penalty: 2674.961670
	Iteration 6Q: 3 clusters Score -966300.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -966389.250000 Penalty: 2674.961670
	Iteration 7Q: 3 clusters Score -966389.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -966470.375000 Penalty: 2674.961670
	Iteration 8Q: 3 clusters Score -966470.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -966557.875000 Penalty: 2674.961670
	Iteration 9Q: 3 clusters Score -966557.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -966650.250000 Penalty: 2674.961670
	Iteration 10Q: 3 clusters Score -966650.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -966734.812500 Penalty: 2674.961670
	Iteration 11Q: 3 clusters Score -966734.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -966818.250000 Penalty: 2674.961670
	Iteration 12Q: 3 clusters Score -966818.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -966927.312500 Penalty: 2674.961670
	Iteration 13Q: 3 clusters Score -966927.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -967056.500000 Penalty: 2674.961670
	Iteration 14Q: 3 clusters Score -967056.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -967164.062500 Penalty: 2674.961670
	Iteration 15Q: 3 clusters Score -967164.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -967271.000000 Penalty: 2674.961670
	Iteration 16Q: 3 clusters Score -967271 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -967389.062500 Penalty: 2674.961670
	Iteration 17Q: 3 clusters Score -967389.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -967522.437500 Penalty: 2674.961670
	Iteration 18Q: 3 clusters Score -967522.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -967644.500000 Penalty: 2674.961670
	Iteration 19Q: 3 clusters Score -967644.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -967772.500000 Penalty: 2674.961670
	Iteration 20F: 3 clusters Score -967772.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -967883.250000 Penalty: 2674.961670
	Iteration 21Q: 3 clusters Score -967883.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -967982.562500 Penalty: 2674.961670
	Iteration 22Q: 3 clusters Score -967982.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -968064.312500 Penalty: 2674.961670
	Iteration 23Q: 3 clusters Score -968064.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -968135.625000 Penalty: 2674.961670
	Iteration 24Q: 3 clusters Score -968135.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -968188.937500 Penalty: 2674.961670
	Iteration 25Q: 3 clusters Score -968188.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -968239.437500 Penalty: 2674.961670
	Iteration 26Q: 3 clusters Score -968239.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -968270.812500 Penalty: 2674.961670
	Iteration 27Q: 3 clusters Score -968270.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -968297.187500 Penalty: 2674.961670
	Iteration 28Q: 3 clusters Score -968297.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -968325.687500 Penalty: 2674.961670
	Iteration 29Q: 3 clusters Score -968325.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -968344.250000 Penalty: 2674.961670
	Iteration 30Q: 3 clusters Score -968344.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -968363.125000 Penalty: 2674.961670
	Iteration 31Q: 3 clusters Score -968363.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -968375.937500 Penalty: 2674.961670
	Iteration 32Q: 3 clusters Score -968375.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -968387.437500 Penalty: 2674.961670
	Iteration 33Q: 3 clusters Score -968387.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -968393.312500 Penalty: 2674.961670
	Iteration 34Q: 3 clusters Score -968393.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -968400.062500 Penalty: 2674.961670
	Iteration 35Q: 3 clusters Score -968400.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -968405.937500 Penalty: 2674.961670
	Iteration 36Q: 3 clusters Score -968405.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -968411.437500 Penalty: 2674.961670
	Iteration 37Q: 3 clusters Score -968411.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -968417.375000 Penalty: 2674.961670
	Iteration 38Q: 3 clusters Score -968417.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -968425.125000 Penalty: 2674.961670
	Iteration 39Q: 3 clusters Score -968425.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -968431.062500 Penalty: 2674.961670
	Iteration 40F: 3 clusters Score -968431.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -968441.562500 Penalty: 2674.961670
	Iteration 41Q: 3 clusters Score -968441.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -968448.687500 Penalty: 2674.961670
	Iteration 42Q: 3 clusters Score -968448.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -968458.750000 Penalty: 2674.961670
	Iteration 43Q: 3 clusters Score -968458.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -968469.312500 Penalty: 2674.961670
	Iteration 44Q: 3 clusters Score -968469.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -968473.125000 Penalty: 2674.961670
	Iteration 45Q: 3 clusters Score -968473.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -968474.625000 Penalty: 2674.961670
	Iteration 46Q: 3 clusters Score -968474.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -968477.437500 Penalty: 2674.961670
	Iteration 47Q: 3 clusters Score -968477.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -968480.250000 Penalty: 2674.961670
	Iteration 48Q: 3 clusters Score -968480.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -968484.562500 Penalty: 2674.961670
	Iteration 49Q: 3 clusters Score -968484.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -968485.812500 Penalty: 2674.961670
	Iteration 50Q: 3 clusters Score -968485.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -968487.375000 Penalty: 2674.961670
	Iteration 51Q: 3 clusters Score -968487.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -968489.750000 Penalty: 2674.961670
	Iteration 52Q: 3 clusters Score -968489.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -968494.875000 Penalty: 2674.961670
	Iteration 53Q: 3 clusters Score -968494.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -968497.125000 Penalty: 2674.961670
	Iteration 54Q: 3 clusters Score -968497.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -968500.437500 Penalty: 2674.961670
	Iteration 55Q: 3 clusters Score -968500.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -968504.375000 Penalty: 2674.961670
	Iteration 56Q: 3 clusters Score -968504.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -968506.062500 Penalty: 2674.961670
	Iteration 57Q: 3 clusters Score -968506.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -968506.062500 Penalty: 2674.961670
	Iteration 58Q: 3 clusters Score -968506.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -968508.875000 Penalty: 2674.961670
	Iteration 59Q: 3 clusters Score -968508.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -968508.687500 Penalty: 2674.961670
	Iteration 60F: 3 clusters Score -968508.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -968510.437500 Penalty: 2674.961670
	Iteration 61Q: 3 clusters Score -968510.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -968510.250000 Penalty: 2674.961670
	Iteration 62Q: 3 clusters Score -968510.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -968509.500000 Penalty: 2674.961670
	Iteration 63Q: 3 clusters Score -968509.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -968510.062500 Penalty: 2674.961670
	Iteration 64Q: 3 clusters Score -968510.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -968510.062500 Penalty: 2674.961670
	Iteration 65Q: 3 clusters Score -968510.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -968511.250000 Penalty: 2674.961670
	Iteration 66Q: 3 clusters Score -968511.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -968512.312500 Penalty: 2674.961670
	Iteration 67Q: 3 clusters Score -968512.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -968513.250000 Penalty: 2674.961670
	Iteration 68Q: 3 clusters Score -968513.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -968513.250000 Penalty: 2674.961670
	Iteration 69Q: 3 clusters Score -968513.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -968513.937500 Penalty: 2674.961670
	Iteration 70Q: 3 clusters Score -968513.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -968513.937500 Penalty: 2674.961670
	Iteration 71F: 3 clusters Score -968513.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (16667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Entering Unmasked Estep 
Score: -2099559.500000 Penalty: 1446.512451
	Iteration 0F: 2 clusters Score -2099560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -2088520.625000 Penalty: 2893.024902
	Iteration 0F: 3 clusters Score -2088521 nChanged 7295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -2092440.750000 Penalty: 2893.024902
	Iteration 1F: 3 clusters Score -2092441 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -2092807.875000 Penalty: 2893.024902
	Iteration 2F: 3 clusters Score -2092808 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -2093077.125000 Penalty: 2893.024902
	Iteration 3Q: 3 clusters Score -2093077 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -2093350.125000 Penalty: 2893.024902
	Iteration 4Q: 3 clusters Score -2093350 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -2093623.125000 Penalty: 2893.024902
	Iteration 5Q: 3 clusters Score -2093623 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -2093951.125000 Penalty: 2893.024902
	Iteration 6Q: 3 clusters Score -2093951 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -2094332.250000 Penalty: 2893.024902
	Iteration 7Q: 3 clusters Score -2094332 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -2094884.125000 Penalty: 2893.024902
	Iteration 8Q: 3 clusters Score -2094884 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -2095686.125000 Penalty: 2893.024902
	Iteration 9Q: 3 clusters Score -2095686 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -2097024.875000 Penalty: 2893.024902
	Iteration 10Q: 3 clusters Score -2097025 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -2098412.750000 Penalty: 2893.024902
	Iteration 11Q: 3 clusters Score -2098413 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -2099043.250000 Penalty: 2893.024902
	Iteration 12Q: 3 clusters Score -2099043 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -2099423.500000 Penalty: 2893.024902
	Iteration 13Q: 3 clusters Score -2099424 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -2099726.500000 Penalty: 2893.024902
	Iteration 14Q: 3 clusters Score -2099726 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -2100050.500000 Penalty: 2893.024902
	Iteration 15Q: 3 clusters Score -2100050 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -2100409.000000 Penalty: 2893.024902
	Iteration 16Q: 3 clusters Score -2100409 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -2100799.000000 Penalty: 2893.024902
	Iteration 17Q: 3 clusters Score -2100799 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -2101261.250000 Penalty: 2893.024902
	Iteration 18Q: 3 clusters Score -2101261 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -2101762.500000 Penalty: 2893.024902
	Iteration 19Q: 3 clusters Score -2101762 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -2102404.000000 Penalty: 2893.024902
	Iteration 20F: 3 clusters Score -2102404 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -2103259.500000 Penalty: 2893.024902
	Iteration 21Q: 3 clusters Score -2103260 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -2104178.250000 Penalty: 2893.024902
	Iteration 22Q: 3 clusters Score -2104178 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -2104926.500000 Penalty: 2893.024902
	Iteration 23Q: 3 clusters Score -2104926 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -2105310.500000 Penalty: 2893.024902
	Iteration 24Q: 3 clusters Score -2105310 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -2105464.000000 Penalty: 2893.024902
	Iteration 25Q: 3 clusters Score -2105464 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -2105498.250000 Penalty: 2893.024902
	Iteration 26Q: 3 clusters Score -2105498 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -2105507.250000 Penalty: 2893.024902
	Iteration 27Q: 3 clusters Score -2105507 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -2105512.250000 Penalty: 2893.024902
	Iteration 28Q: 3 clusters Score -2105512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -2105515.250000 Penalty: 2893.024902
	Iteration 29Q: 3 clusters Score -2105515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -2105517.250000 Penalty: 2893.024902
	Iteration 30Q: 3 clusters Score -2105517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -2105518.250000 Penalty: 2893.024902
	Iteration 31Q: 3 clusters Score -2105518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -2105520.750000 Penalty: 2893.024902
	Iteration 32Q: 3 clusters Score -2105521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -2105519.750000 Penalty: 2893.024902
	Iteration 33Q: 3 clusters Score -2105520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -2105521.250000 Penalty: 2893.024902
	Iteration 34F: 3 clusters Score -2105521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -2105517.500000 Penalty: 2893.024902
	Iteration 35Q: 3 clusters Score -2105518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -2105518.500000 Penalty: 2893.024902
	Iteration 36Q: 3 clusters Score -2105518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -2105518.500000 Penalty: 2893.024902
	Iteration 37F: 3 clusters Score -2105518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 44699 members 
Mstep: Class 3 contains 3962 members 
Mstep: Class 4 contains 57621 members 
Mstep: Class 5 contains 11878 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 28498 members 
Mstep: Class 8 contains 11446 members 
Mstep: Class 9 contains 26013 members 
Mstep: Class 10 contains 2483 members 
Mstep: Class 11 contains 26398 members 
Mstep: Class 12 contains 1590 members 
Mstep: Class 13 contains 1983 members 
Mstep: Class 14 contains 66594 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 2707 members 
Mstep: Class 17 contains 9034 members 
Mstep: Class 18 contains 25300 members 
Mstep: Class 19 contains 8010 members 
Mstep: Class 20 contains 6594 members 
Mstep: Class 21 contains 21863 members 
Mstep: Class 22 contains 19952 members 
Mstep: Class 23 contains 18825 members 
Mstep: Class 24 contains 52685 members 
Mstep: Class 25 contains 2566 members 
Mstep: Class 26 contains 1017 members 
Mstep: Class 27 contains 6234 members 
Mstep: Class 28 contains 1080 members 
Mstep: Class 29 contains 9484 members 
Mstep: Class 30 contains 22011 members 
Mstep: Class 31 contains 9540 members 
Mstep: Class 32 contains 59141 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 479 members 
Mstep: Class 35 contains 5716 members 
Mstep: Class 36 contains 523 members 
Mstep: Class 37 contains 1007 members 
Mstep: Class 38 contains 63406 members 
Mstep: Class 39 contains 16222 members 
Mstep: Class 40 contains 1942 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 10073 members 
Entering Unmasked Estep 
Score: -81016720.000000 Penalty: 83809.710938
Splitting cluster 20 changes total score from -80994056.000000 to -81016720.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 21 (21863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Entering Unmasked Estep 
Score: -2778501.250000 Penalty: 1486.891602
	Iteration 0F: 2 clusters Score -2778501 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -2764279.000000 Penalty: 2973.783203
	Iteration 0F: 3 clusters Score -2764279 nChanged 9592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -2769500.250000 Penalty: 2973.783203
	Iteration 1F: 3 clusters Score -2769500 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -2769893.250000 Penalty: 2973.783203
	Iteration 2F: 3 clusters Score -2769893 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -2770182.500000 Penalty: 2973.783203
	Iteration 3Q: 3 clusters Score -2770182 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -2770470.750000 Penalty: 2973.783203
	Iteration 4Q: 3 clusters Score -2770471 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -2770684.250000 Penalty: 2973.783203
	Iteration 5Q: 3 clusters Score -2770684 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -2770884.000000 Penalty: 2973.783203
	Iteration 6Q: 3 clusters Score -2770884 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -2771048.000000 Penalty: 2973.783203
	Iteration 7Q: 3 clusters Score -2771048 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -2771215.750000 Penalty: 2973.783203
	Iteration 8Q: 3 clusters Score -2771216 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -2771392.000000 Penalty: 2973.783203
	Iteration 9Q: 3 clusters Score -2771392 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -2771583.250000 Penalty: 2973.783203
	Iteration 10Q: 3 clusters Score -2771583 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -2771765.250000 Penalty: 2973.783203
	Iteration 11Q: 3 clusters Score -2771765 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -2771987.250000 Penalty: 2973.783203
	Iteration 12Q: 3 clusters Score -2771987 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -2772240.750000 Penalty: 2973.783203
	Iteration 13Q: 3 clusters Score -2772241 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -2772594.500000 Penalty: 2973.783203
	Iteration 14Q: 3 clusters Score -2772594 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -2773001.250000 Penalty: 2973.783203
	Iteration 15Q: 3 clusters Score -2773001 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -2773431.000000 Penalty: 2973.783203
	Iteration 16Q: 3 clusters Score -2773431 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -2773879.750000 Penalty: 2973.783203
	Iteration 17Q: 3 clusters Score -2773880 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -2774341.250000 Penalty: 2973.783203
	Iteration 18Q: 3 clusters Score -2774341 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -2774788.500000 Penalty: 2973.783203
	Iteration 19Q: 3 clusters Score -2774788 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -2775223.750000 Penalty: 2973.783203
	Iteration 20F: 3 clusters Score -2775224 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -2775587.500000 Penalty: 2973.783203
	Iteration 21Q: 3 clusters Score -2775588 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -2775890.000000 Penalty: 2973.783203
	Iteration 22Q: 3 clusters Score -2775890 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -2776168.250000 Penalty: 2973.783203
	Iteration 23Q: 3 clusters Score -2776168 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -2776368.250000 Penalty: 2973.783203
	Iteration 24Q: 3 clusters Score -2776368 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -2776514.750000 Penalty: 2973.783203
	Iteration 25Q: 3 clusters Score -2776515 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
Score: -2776626.000000 Penalty: 2973.783203
	Iteration 26Q: 3 clusters Score -2776626 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -2776729.750000 Penalty: 2973.783203
	Iteration 27Q: 3 clusters Score -2776730 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -2776828.500000 Penalty: 2973.783203
	Iteration 28Q: 3 clusters Score -2776828 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -2776901.750000 Penalty: 2973.783203
	Iteration 29Q: 3 clusters Score -2776902 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 20196 members 
Entering Unmasked Estep 
Score: -2776957.500000 Penalty: 2973.783203
	Iteration 30Q: 3 clusters Score -2776958 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -2777024.000000 Penalty: 2973.783203
	Iteration 31Q: 3 clusters Score -2777024 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 20407 members 
Entering Unmasked Estep 
Score: -2777070.500000 Penalty: 2973.783203
	Iteration 32Q: 3 clusters Score -2777070 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 20497 members 
Entering Unmasked Estep 
Score: -2777106.750000 Penalty: 2973.783203
	Iteration 33Q: 3 clusters Score -2777107 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -2777152.250000 Penalty: 2973.783203
	Iteration 34Q: 3 clusters Score -2777152 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
Score: -2777192.000000 Penalty: 2973.783203
	Iteration 35Q: 3 clusters Score -2777192 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -2777224.250000 Penalty: 2973.783203
	Iteration 36Q: 3 clusters Score -2777224 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -2777252.000000 Penalty: 2973.783203
	Iteration 37Q: 3 clusters Score -2777252 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 20819 members 
Entering Unmasked Estep 
Score: -2777282.750000 Penalty: 2973.783203
	Iteration 38Q: 3 clusters Score -2777283 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
Score: -2777299.500000 Penalty: 2973.783203
	Iteration 39Q: 3 clusters Score -2777300 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 20873 members 
Entering Unmasked Estep 
Score: -2777305.500000 Penalty: 2973.783203
	Iteration 40F: 3 clusters Score -2777306 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -2777318.750000 Penalty: 2973.783203
	Iteration 41Q: 3 clusters Score -2777319 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -2777328.500000 Penalty: 2973.783203
	Iteration 42Q: 3 clusters Score -2777328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -2777334.250000 Penalty: 2973.783203
	Iteration 43Q: 3 clusters Score -2777334 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -2777336.750000 Penalty: 2973.783203
	Iteration 44Q: 3 clusters Score -2777337 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -2777349.250000 Penalty: 2973.783203
	Iteration 45Q: 3 clusters Score -2777349 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
Score: -2777354.000000 Penalty: 2973.783203
	Iteration 46Q: 3 clusters Score -2777354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -2777360.000000 Penalty: 2973.783203
	Iteration 47Q: 3 clusters Score -2777360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 20989 members 
Entering Unmasked Estep 
Score: -2777373.250000 Penalty: 2973.783203
	Iteration 48Q: 3 clusters Score -2777373 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
Score: -2777374.750000 Penalty: 2973.783203
	Iteration 49Q: 3 clusters Score -2777375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -2777373.250000 Penalty: 2973.783203
	Iteration 50Q: 3 clusters Score -2777373 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -2777376.500000 Penalty: 2973.783203
	Iteration 51Q: 3 clusters Score -2777376 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 21028 members 
Entering Unmasked Estep 
Score: -2777388.750000 Penalty: 2973.783203
	Iteration 52Q: 3 clusters Score -2777389 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -2777395.500000 Penalty: 2973.783203
	Iteration 53Q: 3 clusters Score -2777396 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 21053 members 
Entering Unmasked Estep 
Score: -2777396.000000 Penalty: 2973.783203
	Iteration 54Q: 3 clusters Score -2777396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 21067 members 
Entering Unmasked Estep 
Score: -2777400.250000 Penalty: 2973.783203
	Iteration 55Q: 3 clusters Score -2777400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 21079 members 
Entering Unmasked Estep 
Score: -2777408.000000 Penalty: 2973.783203
	Iteration 56Q: 3 clusters Score -2777408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 21089 members 
Entering Unmasked Estep 
Score: -2777409.750000 Penalty: 2973.783203
	Iteration 57Q: 3 clusters Score -2777410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -2777411.500000 Penalty: 2973.783203
	Iteration 58Q: 3 clusters Score -2777412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -2777413.750000 Penalty: 2973.783203
	Iteration 59Q: 3 clusters Score -2777414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -2777421.250000 Penalty: 2973.783203
	Iteration 60F: 3 clusters Score -2777421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 21106 members 
Entering Unmasked Estep 
Score: -2777424.750000 Penalty: 2973.783203
	Iteration 61Q: 3 clusters Score -2777425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -2777429.500000 Penalty: 2973.783203
	Iteration 62Q: 3 clusters Score -2777430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 21114 members 
Entering Unmasked Estep 
Score: -2777431.250000 Penalty: 2973.783203
	Iteration 63Q: 3 clusters Score -2777431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -2777432.000000 Penalty: 2973.783203
	Iteration 64Q: 3 clusters Score -2777432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -2777432.000000 Penalty: 2973.783203
	Iteration 65Q: 3 clusters Score -2777432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -2777433.750000 Penalty: 2973.783203
	Iteration 66Q: 3 clusters Score -2777434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 21119 members 
Entering Unmasked Estep 
Score: -2777435.000000 Penalty: 2973.783203
	Iteration 67Q: 3 clusters Score -2777435 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 21119 members 
Entering Unmasked Estep 
Score: -2777435.000000 Penalty: 2973.783203
	Iteration 68F: 3 clusters Score -2777435 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (19952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Entering Unmasked Estep 
Score: -2425308.250000 Penalty: 1473.281494
	Iteration 0F: 2 clusters Score -2425308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -2412257.500000 Penalty: 2946.562988
	Iteration 0F: 3 clusters Score -2412258 nChanged 8773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -2417064.250000 Penalty: 2946.562988
	Iteration 1F: 3 clusters Score -2417064 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -2417493.750000 Penalty: 2946.562988
	Iteration 2F: 3 clusters Score -2417494 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -2417860.250000 Penalty: 2946.562988
	Iteration 3Q: 3 clusters Score -2417860 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -2418262.250000 Penalty: 2946.562988
	Iteration 4Q: 3 clusters Score -2418262 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -2418695.500000 Penalty: 2946.562988
	Iteration 5Q: 3 clusters Score -2418696 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -2419185.500000 Penalty: 2946.562988
	Iteration 6Q: 3 clusters Score -2419186 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -2419760.000000 Penalty: 2946.562988
	Iteration 7Q: 3 clusters Score -2419760 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -2420423.750000 Penalty: 2946.562988
	Iteration 8F: 3 clusters Score -2420424 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -2421155.750000 Penalty: 2946.562988
	Iteration 9F: 3 clusters Score -2421156 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -2421869.000000 Penalty: 2946.562988
	Iteration 10Q: 3 clusters Score -2421869 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -2422469.000000 Penalty: 2946.562988
	Iteration 11Q: 3 clusters Score -2422469 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -2422957.750000 Penalty: 2946.562988
	Iteration 12Q: 3 clusters Score -2422958 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -2423332.000000 Penalty: 2946.562988
	Iteration 13Q: 3 clusters Score -2423332 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -2423588.500000 Penalty: 2946.562988
	Iteration 14Q: 3 clusters Score -2423588 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -2423782.500000 Penalty: 2946.562988
	Iteration 15Q: 3 clusters Score -2423782 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -2423928.000000 Penalty: 2946.562988
	Iteration 16Q: 3 clusters Score -2423928 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -2424015.000000 Penalty: 2946.562988
	Iteration 17Q: 3 clusters Score -2424015 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -2424075.500000 Penalty: 2946.562988
	Iteration 18Q: 3 clusters Score -2424076 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -2424117.000000 Penalty: 2946.562988
	Iteration 19Q: 3 clusters Score -2424117 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -2424165.500000 Penalty: 2946.562988
	Iteration 20F: 3 clusters Score -2424166 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 19185 members 
Entering Unmasked Estep 
Score: -2424207.500000 Penalty: 2946.562988
	Iteration 21Q: 3 clusters Score -2424208 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -2424233.500000 Penalty: 2946.562988
	Iteration 22Q: 3 clusters Score -2424234 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -2424261.250000 Penalty: 2946.562988
	Iteration 23Q: 3 clusters Score -2424261 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -2424285.750000 Penalty: 2946.562988
	Iteration 24Q: 3 clusters Score -2424286 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -2424310.250000 Penalty: 2946.562988
	Iteration 25Q: 3 clusters Score -2424310 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -2424315.500000 Penalty: 2946.562988
	Iteration 26Q: 3 clusters Score -2424316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -2424320.000000 Penalty: 2946.562988
	Iteration 27Q: 3 clusters Score -2424320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -2424330.500000 Penalty: 2946.562988
	Iteration 28Q: 3 clusters Score -2424330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -2424330.000000 Penalty: 2946.562988
	Iteration 29Q: 3 clusters Score -2424330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -2424331.250000 Penalty: 2946.562988
	Iteration 30Q: 3 clusters Score -2424331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -2424335.000000 Penalty: 2946.562988
	Iteration 31Q: 3 clusters Score -2424335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -2424334.000000 Penalty: 2946.562988
	Iteration 32Q: 3 clusters Score -2424334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -2424335.250000 Penalty: 2946.562988
	Iteration 33Q: 3 clusters Score -2424335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -2424336.000000 Penalty: 2946.562988
	Iteration 34Q: 3 clusters Score -2424336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 19346 members 
Entering Unmasked Estep 
Score: -2424340.500000 Penalty: 2946.562988
	Iteration 35Q: 3 clusters Score -2424340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -2424345.000000 Penalty: 2946.562988
	Iteration 36Q: 3 clusters Score -2424345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -2424345.250000 Penalty: 2946.562988
	Iteration 37Q: 3 clusters Score -2424345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -2424348.250000 Penalty: 2946.562988
	Iteration 38Q: 3 clusters Score -2424348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -2424348.000000 Penalty: 2946.562988
	Iteration 39Q: 3 clusters Score -2424348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -2424346.500000 Penalty: 2946.562988
	Iteration 40F: 3 clusters Score -2424346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (18825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Entering Unmasked Estep 
Score: -2388282.750000 Penalty: 1464.629639
	Iteration 0F: 2 clusters Score -2388283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -2375977.500000 Penalty: 2929.259277
	Iteration 0F: 3 clusters Score -2375978 nChanged 8226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -2380460.500000 Penalty: 2929.259277
	Iteration 1F: 3 clusters Score -2380460 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -2380943.000000 Penalty: 2929.259277
	Iteration 2F: 3 clusters Score -2380943 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -2381379.500000 Penalty: 2929.259277
	Iteration 3F: 3 clusters Score -2381380 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -2381820.000000 Penalty: 2929.259277
	Iteration 4F: 3 clusters Score -2381820 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -2382286.250000 Penalty: 2929.259277
	Iteration 5F: 3 clusters Score -2382286 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -2382760.000000 Penalty: 2929.259277
	Iteration 6F: 3 clusters Score -2382760 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -2383211.750000 Penalty: 2929.259277
	Iteration 7Q: 3 clusters Score -2383212 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -2383626.500000 Penalty: 2929.259277
	Iteration 8Q: 3 clusters Score -2383626 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -2384016.500000 Penalty: 2929.259277
	Iteration 9Q: 3 clusters Score -2384016 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -2384408.000000 Penalty: 2929.259277
	Iteration 10Q: 3 clusters Score -2384408 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -2384752.250000 Penalty: 2929.259277
	Iteration 11Q: 3 clusters Score -2384752 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -2385093.250000 Penalty: 2929.259277
	Iteration 12Q: 3 clusters Score -2385093 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -2385373.000000 Penalty: 2929.259277
	Iteration 13Q: 3 clusters Score -2385373 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -2385645.750000 Penalty: 2929.259277
	Iteration 14Q: 3 clusters Score -2385646 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -2385904.250000 Penalty: 2929.259277
	Iteration 15Q: 3 clusters Score -2385904 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2386126.500000 Penalty: 2929.259277
	Iteration 16Q: 3 clusters Score -2386126 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2386296.000000 Penalty: 2929.259277
	Iteration 17Q: 3 clusters Score -2386296 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2386443.000000 Penalty: 2929.259277
	Iteration 18Q: 3 clusters Score -2386443 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2386567.500000 Penalty: 2929.259277
	Iteration 19Q: 3 clusters Score -2386568 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -2386675.250000 Penalty: 2929.259277
	Iteration 20F: 3 clusters Score -2386675 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2386756.750000 Penalty: 2929.259277
	Iteration 21Q: 3 clusters Score -2386757 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2386817.000000 Penalty: 2929.259277
	Iteration 22Q: 3 clusters Score -2386817 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2386867.000000 Penalty: 2929.259277
	Iteration 23Q: 3 clusters Score -2386867 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2386909.750000 Penalty: 2929.259277
	Iteration 24Q: 3 clusters Score -2386910 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2386948.750000 Penalty: 2929.259277
	Iteration 25Q: 3 clusters Score -2386949 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2386962.750000 Penalty: 2929.259277
	Iteration 26Q: 3 clusters Score -2386963 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2386985.250000 Penalty: 2929.259277
	Iteration 27Q: 3 clusters Score -2386985 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2387000.500000 Penalty: 2929.259277
	Iteration 28Q: 3 clusters Score -2387000 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2387021.500000 Penalty: 2929.259277
	Iteration 29Q: 3 clusters Score -2387022 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2387036.500000 Penalty: 2929.259277
	Iteration 30Q: 3 clusters Score -2387036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2387043.500000 Penalty: 2929.259277
	Iteration 31Q: 3 clusters Score -2387044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2387053.250000 Penalty: 2929.259277
	Iteration 32Q: 3 clusters Score -2387053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2387061.000000 Penalty: 2929.259277
	Iteration 33Q: 3 clusters Score -2387061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2387068.250000 Penalty: 2929.259277
	Iteration 34Q: 3 clusters Score -2387068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2387075.000000 Penalty: 2929.259277
	Iteration 35Q: 3 clusters Score -2387075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2387074.750000 Penalty: 2929.259277
	Iteration 36Q: 3 clusters Score -2387075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2387079.000000 Penalty: 2929.259277
	Iteration 37Q: 3 clusters Score -2387079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2387087.500000 Penalty: 2929.259277
	Iteration 38Q: 3 clusters Score -2387088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2387089.000000 Penalty: 2929.259277
	Iteration 39Q: 3 clusters Score -2387089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2387089.250000 Penalty: 2929.259277
	Iteration 40F: 3 clusters Score -2387089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2387092.500000 Penalty: 2929.259277
	Iteration 41Q: 3 clusters Score -2387092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2387093.000000 Penalty: 2929.259277
	Iteration 42Q: 3 clusters Score -2387093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2387097.750000 Penalty: 2929.259277
	Iteration 43Q: 3 clusters Score -2387098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2387101.000000 Penalty: 2929.259277
	Iteration 44Q: 3 clusters Score -2387101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2387100.750000 Penalty: 2929.259277
	Iteration 45Q: 3 clusters Score -2387101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2387100.750000 Penalty: 2929.259277
	Iteration 46F: 3 clusters Score -2387101 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (52685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52685 members 
Entering Unmasked Estep 
Score: -6699607.000000 Penalty: 1617.766479
	Iteration 0F: 2 clusters Score -6699607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26408 members 
Mstep: Class 2 contains 26277 members 
Entering Unmasked Estep 
Score: -6666395.500000 Penalty: 3235.532959
	Iteration 0F: 3 clusters Score -6666396 nChanged 24383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27333 members 
Mstep: Class 2 contains 25352 members 
Entering Unmasked Estep 
Score: -6679830.500000 Penalty: 3235.532959
	Iteration 1F: 3 clusters Score -6679830 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27827 members 
Mstep: Class 2 contains 24858 members 
Entering Unmasked Estep 
Score: -6680369.000000 Penalty: 3235.532959
	Iteration 2Q: 3 clusters Score -6680369 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28539 members 
Mstep: Class 2 contains 24146 members 
Entering Unmasked Estep 
Score: -6680955.000000 Penalty: 3235.532959
	Iteration 3Q: 3 clusters Score -6680955 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29587 members 
Mstep: Class 2 contains 23098 members 
Entering Unmasked Estep 
Score: -6681544.500000 Penalty: 3235.532959
	Iteration 4Q: 3 clusters Score -6681544 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30997 members 
Mstep: Class 2 contains 21688 members 
Entering Unmasked Estep 
Score: -6682324.000000 Penalty: 3235.532959
	Iteration 5Q: 3 clusters Score -6682324 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33017 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -6683492.000000 Penalty: 3235.532959
	Iteration 6Q: 3 clusters Score -6683492 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35741 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -6685178.000000 Penalty: 3235.532959
	Iteration 7F: 3 clusters Score -6685178 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39063 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -6687540.500000 Penalty: 3235.532959
	Iteration 8F: 3 clusters Score -6687540 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42787 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -6690287.500000 Penalty: 3235.532959
	Iteration 9F: 3 clusters Score -6690288 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46362 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -6693165.000000 Penalty: 3235.532959
	Iteration 10F: 3 clusters Score -6693165 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49047 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -6695347.000000 Penalty: 3235.532959
	Iteration 11F: 3 clusters Score -6695347 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50775 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -6696814.000000 Penalty: 3235.532959
	Iteration 12Q: 3 clusters Score -6696814 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51694 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -6697590.000000 Penalty: 3235.532959
	Iteration 13Q: 3 clusters Score -6697590 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52092 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -6697987.000000 Penalty: 3235.532959
	Iteration 14Q: 3 clusters Score -6697987 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52237 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -6698103.500000 Penalty: 3235.532959
	Iteration 15Q: 3 clusters Score -6698104 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52309 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -6698194.500000 Penalty: 3235.532959
	Iteration 16Q: 3 clusters Score -6698194 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52353 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -6698237.000000 Penalty: 3235.532959
	Iteration 17Q: 3 clusters Score -6698237 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52372 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -6698281.500000 Penalty: 3235.532959
	Iteration 18Q: 3 clusters Score -6698282 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52374 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -6698281.500000 Penalty: 3235.532959
	Iteration 19Q: 3 clusters Score -6698282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52377 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -6698284.000000 Penalty: 3235.532959
	Iteration 20F: 3 clusters Score -6698284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52378 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -6698295.000000 Penalty: 3235.532959
	Iteration 21Q: 3 clusters Score -6698295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52380 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -6698299.500000 Penalty: 3235.532959
	Iteration 22Q: 3 clusters Score -6698300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52381 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -6698301.000000 Penalty: 3235.532959
	Iteration 23Q: 3 clusters Score -6698301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52382 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -6698308.000000 Penalty: 3235.532959
	Iteration 24Q: 3 clusters Score -6698308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52383 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -6698309.500000 Penalty: 3235.532959
	Iteration 25Q: 3 clusters Score -6698310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52383 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -6698309.500000 Penalty: 3235.532959
	Iteration 26F: 3 clusters Score -6698310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Entering Unmasked Estep 
Score: -300009.375000 Penalty: 1168.095459
	Iteration 0F: 2 clusters Score -300009.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -297785.968750 Penalty: 2336.190918
	Iteration 0F: 3 clusters Score -297786 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -298305.156250 Penalty: 2336.190918
	Iteration 1F: 3 clusters Score -298305.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -298439.468750 Penalty: 2336.190918
	Iteration 2F: 3 clusters Score -298439.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -298531.843750 Penalty: 2336.190918
	Iteration 3Q: 3 clusters Score -298531.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -298590.562500 Penalty: 2336.190918
	Iteration 4Q: 3 clusters Score -298590.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -298636.281250 Penalty: 2336.190918
	Iteration 5Q: 3 clusters Score -298636.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -298676.437500 Penalty: 2336.190918
	Iteration 6Q: 3 clusters Score -298676.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -298711.156250 Penalty: 2336.190918
	Iteration 7Q: 3 clusters Score -298711.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -298736.843750 Penalty: 2336.190918
	Iteration 8Q: 3 clusters Score -298736.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -298753.531250 Penalty: 2336.190918
	Iteration 9Q: 3 clusters Score -298753.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -298767.031250 Penalty: 2336.190918
	Iteration 10Q: 3 clusters Score -298767 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -298777.593750 Penalty: 2336.190918
	Iteration 11Q: 3 clusters Score -298777.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -298787.125000 Penalty: 2336.190918
	Iteration 12Q: 3 clusters Score -298787.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -298793.875000 Penalty: 2336.190918
	Iteration 13Q: 3 clusters Score -298793.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -298800.218750 Penalty: 2336.190918
	Iteration 14Q: 3 clusters Score -298800.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -298805.687500 Penalty: 2336.190918
	Iteration 15Q: 3 clusters Score -298805.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -298811.656250 Penalty: 2336.190918
	Iteration 16Q: 3 clusters Score -298811.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -298814.750000 Penalty: 2336.190918
	Iteration 17Q: 3 clusters Score -298814.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -298817.468750 Penalty: 2336.190918
	Iteration 18Q: 3 clusters Score -298817.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -298818.500000 Penalty: 2336.190918
	Iteration 19Q: 3 clusters Score -298818.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -298820.187500 Penalty: 2336.190918
	Iteration 20F: 3 clusters Score -298820.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -298821.562500 Penalty: 2336.190918
	Iteration 21Q: 3 clusters Score -298821.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -298822.562500 Penalty: 2336.190918
	Iteration 22Q: 3 clusters Score -298822.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -298822.718750 Penalty: 2336.190918
	Iteration 23Q: 3 clusters Score -298822.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -298823.343750 Penalty: 2336.190918
	Iteration 24Q: 3 clusters Score -298823.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -298823.250000 Penalty: 2336.190918
	Iteration 25Q: 3 clusters Score -298823.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -298823.562500 Penalty: 2336.190918
	Iteration 26Q: 3 clusters Score -298823.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -298823.562500 Penalty: 2336.190918
	Iteration 27F: 3 clusters Score -298823.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Entering Unmasked Estep 
Score: -92426.140625 Penalty: 1030.382324
	Iteration 0F: 2 clusters Score -92426.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -91170.648438 Penalty: 2060.764648
	Iteration 0F: 3 clusters Score -91170.65 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -91500.507812 Penalty: 2060.764648
	Iteration 1F: 3 clusters Score -91500.51 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -91647.882812 Penalty: 2060.764648
	Iteration 2F: 3 clusters Score -91647.88 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -91726.289062 Penalty: 2060.764648
	Iteration 3Q: 3 clusters Score -91726.29 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -91800.601562 Penalty: 2060.764648
	Iteration 4Q: 3 clusters Score -91800.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -91873.054688 Penalty: 2060.764648
	Iteration 5Q: 3 clusters Score -91873.05 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -91966.484375 Penalty: 2060.764648
	Iteration 6Q: 3 clusters Score -91966.48 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -92073.453125 Penalty: 2060.764648
	Iteration 7Q: 3 clusters Score -92073.45 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -92325.289062 Penalty: 2060.764648
	Iteration 8F: 3 clusters Score -92325.29 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -92755.070312 Penalty: 2060.764648
	Iteration 9F: 3 clusters Score -92755.07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -93145.640625 Penalty: 2060.764648
	Iteration 10F: 3 clusters Score -93145.64 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -93458.554688 Penalty: 2060.764648
	Iteration 11Q: 3 clusters Score -93458.55 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -93733.867188 Penalty: 2060.764648
	Iteration 12Q: 3 clusters Score -93733.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -93828.546875 Penalty: 2060.764648
	Iteration 13Q: 3 clusters Score -93828.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -93833.132812 Penalty: 2060.764648
	Iteration 14Q: 3 clusters Score -93833.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -93833.132812 Penalty: 2060.764648
	Iteration 15F: 3 clusters Score -93833.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 44699 members 
Mstep: Class 3 contains 3962 members 
Mstep: Class 4 contains 57621 members 
Mstep: Class 5 contains 11878 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 28498 members 
Mstep: Class 8 contains 11446 members 
Mstep: Class 9 contains 26013 members 
Mstep: Class 10 contains 2483 members 
Mstep: Class 11 contains 26398 members 
Mstep: Class 12 contains 1590 members 
Mstep: Class 13 contains 1983 members 
Mstep: Class 14 contains 66594 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 2707 members 
Mstep: Class 17 contains 9034 members 
Mstep: Class 18 contains 25300 members 
Mstep: Class 19 contains 8010 members 
Mstep: Class 20 contains 6594 members 
Mstep: Class 21 contains 21863 members 
Mstep: Class 22 contains 19952 members 
Mstep: Class 23 contains 18825 members 
Mstep: Class 24 contains 52685 members 
Mstep: Class 25 contains 2566 members 
Mstep: Class 26 contains 351 members 
Mstep: Class 27 contains 6234 members 
Mstep: Class 28 contains 1080 members 
Mstep: Class 29 contains 9484 members 
Mstep: Class 30 contains 22011 members 
Mstep: Class 31 contains 9540 members 
Mstep: Class 32 contains 59141 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 479 members 
Mstep: Class 35 contains 5716 members 
Mstep: Class 36 contains 523 members 
Mstep: Class 37 contains 1007 members 
Mstep: Class 38 contains 63406 members 
Mstep: Class 39 contains 16222 members 
Mstep: Class 40 contains 1942 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 10073 members 
Mstep: Class 43 contains 666 members 
Entering Unmasked Estep 
Score: -81017344.000000 Penalty: 85805.187500
Splitting cluster 26 changes total score from -80994056.000000 to -81017344.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 27 (6234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Entering Unmasked Estep 
Score: -728800.937500 Penalty: 1300.180786
	Iteration 0F: 2 clusters Score -728800.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -724414.437500 Penalty: 2600.361572
	Iteration 0F: 3 clusters Score -724414.4 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -725794.500000 Penalty: 2600.361572
	Iteration 1F: 3 clusters Score -725794.5 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -726167.312500 Penalty: 2600.361572
	Iteration 2F: 3 clusters Score -726167.3 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -726404.625000 Penalty: 2600.361572
	Iteration 3F: 3 clusters Score -726404.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -726624.562500 Penalty: 2600.361572
	Iteration 4F: 3 clusters Score -726624.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -726799.375000 Penalty: 2600.361572
	Iteration 5Q: 3 clusters Score -726799.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -726945.875000 Penalty: 2600.361572
	Iteration 6Q: 3 clusters Score -726945.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -727060.500000 Penalty: 2600.361572
	Iteration 7Q: 3 clusters Score -727060.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -727166.125000 Penalty: 2600.361572
	Iteration 8Q: 3 clusters Score -727166.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -727261.187500 Penalty: 2600.361572
	Iteration 9Q: 3 clusters Score -727261.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -727346.562500 Penalty: 2600.361572
	Iteration 10Q: 3 clusters Score -727346.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -727421.687500 Penalty: 2600.361572
	Iteration 11Q: 3 clusters Score -727421.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -727502.000000 Penalty: 2600.361572
	Iteration 12Q: 3 clusters Score -727502 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -727569.500000 Penalty: 2600.361572
	Iteration 13Q: 3 clusters Score -727569.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -727629.812500 Penalty: 2600.361572
	Iteration 14Q: 3 clusters Score -727629.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -727682.562500 Penalty: 2600.361572
	Iteration 15Q: 3 clusters Score -727682.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -727733.187500 Penalty: 2600.361572
	Iteration 16Q: 3 clusters Score -727733.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -727788.500000 Penalty: 2600.361572
	Iteration 17Q: 3 clusters Score -727788.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -727834.875000 Penalty: 2600.361572
	Iteration 18Q: 3 clusters Score -727834.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -727883.750000 Penalty: 2600.361572
	Iteration 19Q: 3 clusters Score -727883.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -727936.500000 Penalty: 2600.361572
	Iteration 20F: 3 clusters Score -727936.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -727985.250000 Penalty: 2600.361572
	Iteration 21Q: 3 clusters Score -727985.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -728027.250000 Penalty: 2600.361572
	Iteration 22Q: 3 clusters Score -728027.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -728065.375000 Penalty: 2600.361572
	Iteration 23Q: 3 clusters Score -728065.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -728098.500000 Penalty: 2600.361572
	Iteration 24Q: 3 clusters Score -728098.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -728125.625000 Penalty: 2600.361572
	Iteration 25Q: 3 clusters Score -728125.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -728145.812500 Penalty: 2600.361572
	Iteration 26Q: 3 clusters Score -728145.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -728170.500000 Penalty: 2600.361572
	Iteration 27Q: 3 clusters Score -728170.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -728188.500000 Penalty: 2600.361572
	Iteration 28Q: 3 clusters Score -728188.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -728196.937500 Penalty: 2600.361572
	Iteration 29Q: 3 clusters Score -728196.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -728205.625000 Penalty: 2600.361572
	Iteration 30Q: 3 clusters Score -728205.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -728215.937500 Penalty: 2600.361572
	Iteration 31Q: 3 clusters Score -728215.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -728218.875000 Penalty: 2600.361572
	Iteration 32Q: 3 clusters Score -728218.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -728227.312500 Penalty: 2600.361572
	Iteration 33Q: 3 clusters Score -728227.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -728233.687500 Penalty: 2600.361572
	Iteration 34Q: 3 clusters Score -728233.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -728244.250000 Penalty: 2600.361572
	Iteration 35Q: 3 clusters Score -728244.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -728252.312500 Penalty: 2600.361572
	Iteration 36Q: 3 clusters Score -728252.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -728258.125000 Penalty: 2600.361572
	Iteration 37Q: 3 clusters Score -728258.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -728265.625000 Penalty: 2600.361572
	Iteration 38Q: 3 clusters Score -728265.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -728272.312500 Penalty: 2600.361572
	Iteration 39Q: 3 clusters Score -728272.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -728276.937500 Penalty: 2600.361572
	Iteration 40F: 3 clusters Score -728276.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -728281.187500 Penalty: 2600.361572
	Iteration 41Q: 3 clusters Score -728281.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -728284.812500 Penalty: 2600.361572
	Iteration 42Q: 3 clusters Score -728284.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -728288.812500 Penalty: 2600.361572
	Iteration 43Q: 3 clusters Score -728288.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -728295.250000 Penalty: 2600.361572
	Iteration 44Q: 3 clusters Score -728295.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -728295.625000 Penalty: 2600.361572
	Iteration 45Q: 3 clusters Score -728295.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -728298.125000 Penalty: 2600.361572
	Iteration 46Q: 3 clusters Score -728298.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -728300.000000 Penalty: 2600.361572
	Iteration 47Q: 3 clusters Score -728300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -728302.750000 Penalty: 2600.361572
	Iteration 48Q: 3 clusters Score -728302.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -728306.312500 Penalty: 2600.361572
	Iteration 49Q: 3 clusters Score -728306.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -728312.000000 Penalty: 2600.361572
	Iteration 50Q: 3 clusters Score -728312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -728314.375000 Penalty: 2600.361572
	Iteration 51Q: 3 clusters Score -728314.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -728315.312500 Penalty: 2600.361572
	Iteration 52Q: 3 clusters Score -728315.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -728317.875000 Penalty: 2600.361572
	Iteration 53Q: 3 clusters Score -728317.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -728318.500000 Penalty: 2600.361572
	Iteration 54Q: 3 clusters Score -728318.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -728319.125000 Penalty: 2600.361572
	Iteration 55Q: 3 clusters Score -728319.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -728319.625000 Penalty: 2600.361572
	Iteration 56Q: 3 clusters Score -728319.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -728320.625000 Penalty: 2600.361572
	Iteration 57Q: 3 clusters Score -728320.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -728320.250000 Penalty: 2600.361572
	Iteration 58Q: 3 clusters Score -728320.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -728324.437500 Penalty: 2600.361572
	Iteration 59Q: 3 clusters Score -728324.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -728326.125000 Penalty: 2600.361572
	Iteration 60F: 3 clusters Score -728326.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -728326.187500 Penalty: 2600.361572
	Iteration 61Q: 3 clusters Score -728326.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -728325.125000 Penalty: 2600.361572
	Iteration 62Q: 3 clusters Score -728325.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -728325.875000 Penalty: 2600.361572
	Iteration 63Q: 3 clusters Score -728325.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -728326.937500 Penalty: 2600.361572
	Iteration 64Q: 3 clusters Score -728326.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -728328.000000 Penalty: 2600.361572
	Iteration 65Q: 3 clusters Score -728328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -728327.437500 Penalty: 2600.361572
	Iteration 66Q: 3 clusters Score -728327.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -728329.125000 Penalty: 2600.361572
	Iteration 67Q: 3 clusters Score -728329.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -728330.250000 Penalty: 2600.361572
	Iteration 68Q: 3 clusters Score -728330.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -728330.500000 Penalty: 2600.361572
	Iteration 69Q: 3 clusters Score -728330.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -728332.125000 Penalty: 2600.361572
	Iteration 70Q: 3 clusters Score -728332.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -728333.187500 Penalty: 2600.361572
	Iteration 71Q: 3 clusters Score -728333.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -728332.937500 Penalty: 2600.361572
	Iteration 72Q: 3 clusters Score -728332.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -728335.687500 Penalty: 2600.361572
	Iteration 73Q: 3 clusters Score -728335.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -728335.687500 Penalty: 2600.361572
	Iteration 74F: 3 clusters Score -728335.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Entering Unmasked Estep 
Score: -125149.804688 Penalty: 1039.325806
	Iteration 0F: 2 clusters Score -125149.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -123850.851562 Penalty: 2078.651611
	Iteration 0F: 3 clusters Score -123850.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -124122.000000 Penalty: 2078.651611
	Iteration 1F: 3 clusters Score -124122 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -124208.835938 Penalty: 2078.651611
	Iteration 2F: 3 clusters Score -124208.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -124246.359375 Penalty: 2078.651611
	Iteration 3Q: 3 clusters Score -124246.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -124276.554688 Penalty: 2078.651611
	Iteration 4Q: 3 clusters Score -124276.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -124290.359375 Penalty: 2078.651611
	Iteration 5Q: 3 clusters Score -124290.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -124302.820312 Penalty: 2078.651611
	Iteration 6Q: 3 clusters Score -124302.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -124318.625000 Penalty: 2078.651611
	Iteration 7Q: 3 clusters Score -124318.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -124336.437500 Penalty: 2078.651611
	Iteration 8Q: 3 clusters Score -124336.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -124341.984375 Penalty: 2078.651611
	Iteration 9Q: 3 clusters Score -124342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -124344.750000 Penalty: 2078.651611
	Iteration 10Q: 3 clusters Score -124344.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -124347.203125 Penalty: 2078.651611
	Iteration 11Q: 3 clusters Score -124347.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -124350.476562 Penalty: 2078.651611
	Iteration 12Q: 3 clusters Score -124350.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -124352.187500 Penalty: 2078.651611
	Iteration 13Q: 3 clusters Score -124352.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -124352.187500 Penalty: 2078.651611
	Iteration 14F: 3 clusters Score -124352.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (9484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Entering Unmasked Estep 
Score: -1202611.625000 Penalty: 1362.615356
	Iteration 0F: 2 clusters Score -1202612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1196216.000000 Penalty: 2725.230713
	Iteration 0F: 3 clusters Score -1196216 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1198138.875000 Penalty: 2725.230713
	Iteration 1F: 3 clusters Score -1198139 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1198427.000000 Penalty: 2725.230713
	Iteration 2F: 3 clusters Score -1198427 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1198617.500000 Penalty: 2725.230713
	Iteration 3F: 3 clusters Score -1198618 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1198752.625000 Penalty: 2725.230713
	Iteration 4Q: 3 clusters Score -1198753 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1198856.875000 Penalty: 2725.230713
	Iteration 5Q: 3 clusters Score -1198857 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1198934.750000 Penalty: 2725.230713
	Iteration 6Q: 3 clusters Score -1198935 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1199018.750000 Penalty: 2725.230713
	Iteration 7Q: 3 clusters Score -1199019 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1199095.625000 Penalty: 2725.230713
	Iteration 8Q: 3 clusters Score -1199096 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1199163.750000 Penalty: 2725.230713
	Iteration 9Q: 3 clusters Score -1199164 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1199238.375000 Penalty: 2725.230713
	Iteration 10Q: 3 clusters Score -1199238 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1199318.000000 Penalty: 2725.230713
	Iteration 11Q: 3 clusters Score -1199318 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1199399.250000 Penalty: 2725.230713
	Iteration 12Q: 3 clusters Score -1199399 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1199486.500000 Penalty: 2725.230713
	Iteration 13Q: 3 clusters Score -1199486 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1199610.125000 Penalty: 2725.230713
	Iteration 14Q: 3 clusters Score -1199610 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1199745.875000 Penalty: 2725.230713
	Iteration 15Q: 3 clusters Score -1199746 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1199910.500000 Penalty: 2725.230713
	Iteration 16Q: 3 clusters Score -1199910 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1200086.875000 Penalty: 2725.230713
	Iteration 17Q: 3 clusters Score -1200087 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1200296.375000 Penalty: 2725.230713
	Iteration 18Q: 3 clusters Score -1200296 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1200506.000000 Penalty: 2725.230713
	Iteration 19Q: 3 clusters Score -1200506 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1200713.750000 Penalty: 2725.230713
	Iteration 20F: 3 clusters Score -1200714 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1200876.500000 Penalty: 2725.230713
	Iteration 21Q: 3 clusters Score -1200876 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1201007.875000 Penalty: 2725.230713
	Iteration 22Q: 3 clusters Score -1201008 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1201100.125000 Penalty: 2725.230713
	Iteration 23Q: 3 clusters Score -1201100 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1201175.500000 Penalty: 2725.230713
	Iteration 24Q: 3 clusters Score -1201176 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1201246.000000 Penalty: 2725.230713
	Iteration 25Q: 3 clusters Score -1201246 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1201298.375000 Penalty: 2725.230713
	Iteration 26Q: 3 clusters Score -1201298 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1201347.875000 Penalty: 2725.230713
	Iteration 27Q: 3 clusters Score -1201348 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1201384.125000 Penalty: 2725.230713
	Iteration 28Q: 3 clusters Score -1201384 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1201409.375000 Penalty: 2725.230713
	Iteration 29Q: 3 clusters Score -1201409 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1201426.500000 Penalty: 2725.230713
	Iteration 30Q: 3 clusters Score -1201426 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1201442.125000 Penalty: 2725.230713
	Iteration 31Q: 3 clusters Score -1201442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1201450.375000 Penalty: 2725.230713
	Iteration 32Q: 3 clusters Score -1201450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1201457.500000 Penalty: 2725.230713
	Iteration 33Q: 3 clusters Score -1201458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1201466.750000 Penalty: 2725.230713
	Iteration 34Q: 3 clusters Score -1201467 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1201475.500000 Penalty: 2725.230713
	Iteration 35Q: 3 clusters Score -1201476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1201487.375000 Penalty: 2725.230713
	Iteration 36Q: 3 clusters Score -1201487 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1201502.375000 Penalty: 2725.230713
	Iteration 37Q: 3 clusters Score -1201502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1201509.875000 Penalty: 2725.230713
	Iteration 38Q: 3 clusters Score -1201510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1201516.625000 Penalty: 2725.230713
	Iteration 39Q: 3 clusters Score -1201517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1201521.250000 Penalty: 2725.230713
	Iteration 40F: 3 clusters Score -1201521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1201524.625000 Penalty: 2725.230713
	Iteration 41Q: 3 clusters Score -1201525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1201529.500000 Penalty: 2725.230713
	Iteration 42Q: 3 clusters Score -1201530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1201529.750000 Penalty: 2725.230713
	Iteration 43Q: 3 clusters Score -1201530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1201529.750000 Penalty: 2725.230713
	Iteration 44F: 3 clusters Score -1201530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (22011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22011 members 
Entering Unmasked Estep 
Score: -2785302.250000 Penalty: 1487.895630
	Iteration 0F: 2 clusters Score -2785302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -2770903.750000 Penalty: 2975.791260
	Iteration 0F: 3 clusters Score -2770904 nChanged 9697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -2776077.500000 Penalty: 2975.791260
	Iteration 1F: 3 clusters Score -2776078 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -2776673.750000 Penalty: 2975.791260
	Iteration 2F: 3 clusters Score -2776674 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -2777205.500000 Penalty: 2975.791260
	Iteration 3F: 3 clusters Score -2777206 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -2777754.000000 Penalty: 2975.791260
	Iteration 4F: 3 clusters Score -2777754 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -2778325.000000 Penalty: 2975.791260
	Iteration 5F: 3 clusters Score -2778325 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -2778965.750000 Penalty: 2975.791260
	Iteration 6F: 3 clusters Score -2778966 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -2779587.500000 Penalty: 2975.791260
	Iteration 7Q: 3 clusters Score -2779588 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -2780100.500000 Penalty: 2975.791260
	Iteration 8Q: 3 clusters Score -2780100 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -2780489.750000 Penalty: 2975.791260
	Iteration 9Q: 3 clusters Score -2780490 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -2780771.000000 Penalty: 2975.791260
	Iteration 10Q: 3 clusters Score -2780771 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -2780956.250000 Penalty: 2975.791260
	Iteration 11Q: 3 clusters Score -2780956 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -2781121.250000 Penalty: 2975.791260
	Iteration 12Q: 3 clusters Score -2781121 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -2781261.250000 Penalty: 2975.791260
	Iteration 13Q: 3 clusters Score -2781261 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -2781386.000000 Penalty: 2975.791260
	Iteration 14Q: 3 clusters Score -2781386 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -2781515.750000 Penalty: 2975.791260
	Iteration 15Q: 3 clusters Score -2781516 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -2781674.750000 Penalty: 2975.791260
	Iteration 16Q: 3 clusters Score -2781675 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -2781836.000000 Penalty: 2975.791260
	Iteration 17Q: 3 clusters Score -2781836 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -2782011.250000 Penalty: 2975.791260
	Iteration 18Q: 3 clusters Score -2782011 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -2782205.250000 Penalty: 2975.791260
	Iteration 19Q: 3 clusters Score -2782205 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -2782450.000000 Penalty: 2975.791260
	Iteration 20F: 3 clusters Score -2782450 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -2782673.250000 Penalty: 2975.791260
	Iteration 21Q: 3 clusters Score -2782673 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -2782897.500000 Penalty: 2975.791260
	Iteration 22Q: 3 clusters Score -2782898 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -2783117.750000 Penalty: 2975.791260
	Iteration 23Q: 3 clusters Score -2783118 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -2783327.750000 Penalty: 2975.791260
	Iteration 24Q: 3 clusters Score -2783328 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -2783512.250000 Penalty: 2975.791260
	Iteration 25Q: 3 clusters Score -2783512 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -2783676.000000 Penalty: 2975.791260
	Iteration 26Q: 3 clusters Score -2783676 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -2783815.000000 Penalty: 2975.791260
	Iteration 27Q: 3 clusters Score -2783815 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -2783930.000000 Penalty: 2975.791260
	Iteration 28Q: 3 clusters Score -2783930 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -2784000.250000 Penalty: 2975.791260
	Iteration 29Q: 3 clusters Score -2784000 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -2784063.000000 Penalty: 2975.791260
	Iteration 30Q: 3 clusters Score -2784063 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -2784114.250000 Penalty: 2975.791260
	Iteration 31Q: 3 clusters Score -2784114 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -2784172.500000 Penalty: 2975.791260
	Iteration 32Q: 3 clusters Score -2784172 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 20106 members 
Entering Unmasked Estep 
Score: -2784209.000000 Penalty: 2975.791260
	Iteration 33Q: 3 clusters Score -2784209 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 20196 members 
Entering Unmasked Estep 
Score: -2784246.750000 Penalty: 2975.791260
	Iteration 34Q: 3 clusters Score -2784247 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -2784260.500000 Penalty: 2975.791260
	Iteration 35Q: 3 clusters Score -2784260 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -2784287.750000 Penalty: 2975.791260
	Iteration 36Q: 3 clusters Score -2784288 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -2784296.750000 Penalty: 2975.791260
	Iteration 37Q: 3 clusters Score -2784297 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -2784310.500000 Penalty: 2975.791260
	Iteration 38Q: 3 clusters Score -2784310 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -2784327.000000 Penalty: 2975.791260
	Iteration 39Q: 3 clusters Score -2784327 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -2784334.500000 Penalty: 2975.791260
	Iteration 40F: 3 clusters Score -2784334 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -2784337.500000 Penalty: 2975.791260
	Iteration 41Q: 3 clusters Score -2784338 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -2784350.250000 Penalty: 2975.791260
	Iteration 42Q: 3 clusters Score -2784350 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -2784361.000000 Penalty: 2975.791260
	Iteration 43Q: 3 clusters Score -2784361 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -2784369.750000 Penalty: 2975.791260
	Iteration 44Q: 3 clusters Score -2784370 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -2784373.750000 Penalty: 2975.791260
	Iteration 45Q: 3 clusters Score -2784374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -2784378.250000 Penalty: 2975.791260
	Iteration 46Q: 3 clusters Score -2784378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -2784383.000000 Penalty: 2975.791260
	Iteration 47Q: 3 clusters Score -2784383 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -2784392.000000 Penalty: 2975.791260
	Iteration 48Q: 3 clusters Score -2784392 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -2784397.250000 Penalty: 2975.791260
	Iteration 49Q: 3 clusters Score -2784397 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 20640 members 
Entering Unmasked Estep 
Score: -2784398.500000 Penalty: 2975.791260
	Iteration 50Q: 3 clusters Score -2784398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -2784402.250000 Penalty: 2975.791260
	Iteration 51Q: 3 clusters Score -2784402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -2784403.750000 Penalty: 2975.791260
	Iteration 52Q: 3 clusters Score -2784404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -2784404.250000 Penalty: 2975.791260
	Iteration 53Q: 3 clusters Score -2784404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -2784406.500000 Penalty: 2975.791260
	Iteration 54Q: 3 clusters Score -2784406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
Score: -2784410.750000 Penalty: 2975.791260
	Iteration 55Q: 3 clusters Score -2784411 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 20667 members 
Entering Unmasked Estep 
Score: -2784409.000000 Penalty: 2975.791260
	Iteration 56Q: 3 clusters Score -2784409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 20672 members 
Entering Unmasked Estep 
Score: -2784413.500000 Penalty: 2975.791260
	Iteration 57Q: 3 clusters Score -2784414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 20674 members 
Entering Unmasked Estep 
Score: -2784415.250000 Penalty: 2975.791260
	Iteration 58Q: 3 clusters Score -2784415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -2784414.250000 Penalty: 2975.791260
	Iteration 59Q: 3 clusters Score -2784414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -2784417.250000 Penalty: 2975.791260
	Iteration 60F: 3 clusters Score -2784417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
Score: -2784416.750000 Penalty: 2975.791260
	Iteration 61Q: 3 clusters Score -2784417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 20693 members 
Entering Unmasked Estep 
Score: -2784418.500000 Penalty: 2975.791260
	Iteration 62Q: 3 clusters Score -2784418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 20699 members 
Entering Unmasked Estep 
Score: -2784422.750000 Penalty: 2975.791260
	Iteration 63Q: 3 clusters Score -2784423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 20704 members 
Entering Unmasked Estep 
Score: -2784424.250000 Penalty: 2975.791260
	Iteration 64Q: 3 clusters Score -2784424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -2784427.000000 Penalty: 2975.791260
	Iteration 65Q: 3 clusters Score -2784427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -2784427.750000 Penalty: 2975.791260
	Iteration 66Q: 3 clusters Score -2784428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -2784429.750000 Penalty: 2975.791260
	Iteration 67Q: 3 clusters Score -2784430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -2784431.750000 Penalty: 2975.791260
	Iteration 68Q: 3 clusters Score -2784432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -2784430.250000 Penalty: 2975.791260
	Iteration 69Q: 3 clusters Score -2784430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -2784430.500000 Penalty: 2975.791260
	Iteration 70Q: 3 clusters Score -2784430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
Score: -2784427.500000 Penalty: 2975.791260
	Iteration 71Q: 3 clusters Score -2784428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -2784431.250000 Penalty: 2975.791260
	Iteration 72Q: 3 clusters Score -2784431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -2784427.250000 Penalty: 2975.791260
	Iteration 73Q: 3 clusters Score -2784427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -2784428.000000 Penalty: 2975.791260
	Iteration 74Q: 3 clusters Score -2784428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -2784432.250000 Penalty: 2975.791260
	Iteration 75Q: 3 clusters Score -2784432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 20741 members 
Entering Unmasked Estep 
Score: -2784430.750000 Penalty: 2975.791260
	Iteration 76Q: 3 clusters Score -2784431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -2784430.000000 Penalty: 2975.791260
	Iteration 77Q: 3 clusters Score -2784430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 20744 members 
Entering Unmasked Estep 
Score: -2784432.000000 Penalty: 2975.791260
	Iteration 78Q: 3 clusters Score -2784432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -2784432.250000 Penalty: 2975.791260
	Iteration 79Q: 3 clusters Score -2784432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -2784435.000000 Penalty: 2975.791260
	Iteration 80F: 3 clusters Score -2784435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -2784438.000000 Penalty: 2975.791260
	Iteration 81Q: 3 clusters Score -2784438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -2784442.000000 Penalty: 2975.791260
	Iteration 82Q: 3 clusters Score -2784442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
Score: -2784441.250000 Penalty: 2975.791260
	Iteration 83Q: 3 clusters Score -2784441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -2784441.000000 Penalty: 2975.791260
	Iteration 84Q: 3 clusters Score -2784441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -2784441.000000 Penalty: 2975.791260
	Iteration 85F: 3 clusters Score -2784441 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (9540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Entering Unmasked Estep 
Score: -1277214.875000 Penalty: 1363.491455
	Iteration 0F: 2 clusters Score -1277215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1270679.250000 Penalty: 2726.982910
	Iteration 0F: 3 clusters Score -1270679 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1272613.750000 Penalty: 2726.982910
	Iteration 1F: 3 clusters Score -1272614 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1272866.000000 Penalty: 2726.982910
	Iteration 2F: 3 clusters Score -1272866 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1273053.625000 Penalty: 2726.982910
	Iteration 3Q: 3 clusters Score -1273054 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1273203.875000 Penalty: 2726.982910
	Iteration 4Q: 3 clusters Score -1273204 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1273326.125000 Penalty: 2726.982910
	Iteration 5Q: 3 clusters Score -1273326 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1273402.375000 Penalty: 2726.982910
	Iteration 6Q: 3 clusters Score -1273402 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1273467.125000 Penalty: 2726.982910
	Iteration 7Q: 3 clusters Score -1273467 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1273518.125000 Penalty: 2726.982910
	Iteration 8Q: 3 clusters Score -1273518 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1273551.750000 Penalty: 2726.982910
	Iteration 9Q: 3 clusters Score -1273552 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1273583.875000 Penalty: 2726.982910
	Iteration 10Q: 3 clusters Score -1273584 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1273614.625000 Penalty: 2726.982910
	Iteration 11Q: 3 clusters Score -1273615 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1273642.500000 Penalty: 2726.982910
	Iteration 12Q: 3 clusters Score -1273642 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1273661.000000 Penalty: 2726.982910
	Iteration 13Q: 3 clusters Score -1273661 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1273686.250000 Penalty: 2726.982910
	Iteration 14Q: 3 clusters Score -1273686 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1273708.125000 Penalty: 2726.982910
	Iteration 15Q: 3 clusters Score -1273708 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1273730.125000 Penalty: 2726.982910
	Iteration 16Q: 3 clusters Score -1273730 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1273758.625000 Penalty: 2726.982910
	Iteration 17Q: 3 clusters Score -1273759 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1273789.375000 Penalty: 2726.982910
	Iteration 18Q: 3 clusters Score -1273789 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1273819.625000 Penalty: 2726.982910
	Iteration 19Q: 3 clusters Score -1273820 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1273852.500000 Penalty: 2726.982910
	Iteration 20F: 3 clusters Score -1273852 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1273878.875000 Penalty: 2726.982910
	Iteration 21Q: 3 clusters Score -1273879 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1273910.000000 Penalty: 2726.982910
	Iteration 22Q: 3 clusters Score -1273910 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1273956.125000 Penalty: 2726.982910
	Iteration 23Q: 3 clusters Score -1273956 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1274006.625000 Penalty: 2726.982910
	Iteration 24Q: 3 clusters Score -1274007 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1274066.500000 Penalty: 2726.982910
	Iteration 25Q: 3 clusters Score -1274066 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1274163.875000 Penalty: 2726.982910
	Iteration 26Q: 3 clusters Score -1274164 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1274282.750000 Penalty: 2726.982910
	Iteration 27Q: 3 clusters Score -1274283 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1274414.375000 Penalty: 2726.982910
	Iteration 28Q: 3 clusters Score -1274414 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1274555.000000 Penalty: 2726.982910
	Iteration 29Q: 3 clusters Score -1274555 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1274754.375000 Penalty: 2726.982910
	Iteration 30Q: 3 clusters Score -1274754 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1274982.875000 Penalty: 2726.982910
	Iteration 31Q: 3 clusters Score -1274983 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1275257.250000 Penalty: 2726.982910
	Iteration 32Q: 3 clusters Score -1275257 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1275505.875000 Penalty: 2726.982910
	Iteration 33Q: 3 clusters Score -1275506 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1275692.125000 Penalty: 2726.982910
	Iteration 34Q: 3 clusters Score -1275692 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1275837.375000 Penalty: 2726.982910
	Iteration 35Q: 3 clusters Score -1275837 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1275932.625000 Penalty: 2726.982910
	Iteration 36Q: 3 clusters Score -1275933 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1275992.750000 Penalty: 2726.982910
	Iteration 37Q: 3 clusters Score -1275993 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1276042.000000 Penalty: 2726.982910
	Iteration 38Q: 3 clusters Score -1276042 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1276077.875000 Penalty: 2726.982910
	Iteration 39Q: 3 clusters Score -1276078 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1276107.000000 Penalty: 2726.982910
	Iteration 40F: 3 clusters Score -1276107 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1276131.750000 Penalty: 2726.982910
	Iteration 41Q: 3 clusters Score -1276132 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1276141.250000 Penalty: 2726.982910
	Iteration 42Q: 3 clusters Score -1276141 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1276150.875000 Penalty: 2726.982910
	Iteration 43Q: 3 clusters Score -1276151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1276162.000000 Penalty: 2726.982910
	Iteration 44Q: 3 clusters Score -1276162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1276170.000000 Penalty: 2726.982910
	Iteration 45Q: 3 clusters Score -1276170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1276178.000000 Penalty: 2726.982910
	Iteration 46Q: 3 clusters Score -1276178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1276182.250000 Penalty: 2726.982910
	Iteration 47Q: 3 clusters Score -1276182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1276182.250000 Penalty: 2726.982910
	Iteration 48F: 3 clusters Score -1276182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (59141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59141 members 
Entering Unmasked Estep 
Score: -7496619.000000 Penalty: 1634.966797
	Iteration 0F: 2 clusters Score -7496619 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29773 members 
Mstep: Class 2 contains 29368 members 
Entering Unmasked Estep 
Score: -7459684.000000 Penalty: 3269.933594
	Iteration 0F: 3 clusters Score -7459684 nChanged 27419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30906 members 
Mstep: Class 2 contains 28235 members 
Entering Unmasked Estep 
Score: -7475377.000000 Penalty: 3269.933594
	Iteration 1F: 3 clusters Score -7475377 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31677 members 
Mstep: Class 2 contains 27464 members 
Entering Unmasked Estep 
Score: -7476176.000000 Penalty: 3269.933594
	Iteration 2Q: 3 clusters Score -7476176 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32759 members 
Mstep: Class 2 contains 26382 members 
Entering Unmasked Estep 
Score: -7477038.000000 Penalty: 3269.933594
	Iteration 3Q: 3 clusters Score -7477038 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34282 members 
Mstep: Class 2 contains 24859 members 
Entering Unmasked Estep 
Score: -7478068.000000 Penalty: 3269.933594
	Iteration 4Q: 3 clusters Score -7478068 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36361 members 
Mstep: Class 2 contains 22780 members 
Entering Unmasked Estep 
Score: -7479504.000000 Penalty: 3269.933594
	Iteration 5Q: 3 clusters Score -7479504 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39088 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -7481275.500000 Penalty: 3269.933594
	Iteration 6F: 3 clusters Score -7481276 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42380 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -7483458.500000 Penalty: 3269.933594
	Iteration 7F: 3 clusters Score -7483458 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46113 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -7486123.000000 Penalty: 3269.933594
	Iteration 8F: 3 clusters Score -7486123 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49873 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -7488808.000000 Penalty: 3269.933594
	Iteration 9F: 3 clusters Score -7488808 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53008 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -7491045.500000 Penalty: 3269.933594
	Iteration 10F: 3 clusters Score -7491046 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55340 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -7492732.000000 Penalty: 3269.933594
	Iteration 11Q: 3 clusters Score -7492732 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56769 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -7493831.500000 Penalty: 3269.933594
	Iteration 12Q: 3 clusters Score -7493832 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57598 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -7494448.500000 Penalty: 3269.933594
	Iteration 13Q: 3 clusters Score -7494448 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58019 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -7494811.500000 Penalty: 3269.933594
	Iteration 14Q: 3 clusters Score -7494812 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58265 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -7495013.000000 Penalty: 3269.933594
	Iteration 15Q: 3 clusters Score -7495013 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58399 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -7495148.000000 Penalty: 3269.933594
	Iteration 16Q: 3 clusters Score -7495148 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58483 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -7495211.500000 Penalty: 3269.933594
	Iteration 17Q: 3 clusters Score -7495212 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58536 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -7495285.500000 Penalty: 3269.933594
	Iteration 18Q: 3 clusters Score -7495286 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58569 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -7495323.000000 Penalty: 3269.933594
	Iteration 19Q: 3 clusters Score -7495323 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58587 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -7495350.500000 Penalty: 3269.933594
	Iteration 20F: 3 clusters Score -7495350 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58608 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -7495378.000000 Penalty: 3269.933594
	Iteration 21Q: 3 clusters Score -7495378 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58619 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -7495388.500000 Penalty: 3269.933594
	Iteration 22Q: 3 clusters Score -7495388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58623 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -7495382.000000 Penalty: 3269.933594
	Iteration 23Q: 3 clusters Score -7495382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58624 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -7495385.000000 Penalty: 3269.933594
	Iteration 24Q: 3 clusters Score -7495385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58626 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -7495379.000000 Penalty: 3269.933594
	Iteration 25Q: 3 clusters Score -7495379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58626 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -7495382.000000 Penalty: 3269.933594
	Iteration 26Q: 3 clusters Score -7495382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58628 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -7495387.500000 Penalty: 3269.933594
	Iteration 27Q: 3 clusters Score -7495388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58630 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -7495384.500000 Penalty: 3269.933594
	Iteration 28Q: 3 clusters Score -7495384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58633 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -7495384.000000 Penalty: 3269.933594
	Iteration 29Q: 3 clusters Score -7495384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58634 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -7495385.500000 Penalty: 3269.933594
	Iteration 30Q: 3 clusters Score -7495386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58634 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -7495385.500000 Penalty: 3269.933594
	Iteration 31F: 3 clusters Score -7495386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Entering Unmasked Estep 
Score: -16287.263672 Penalty: 750.461670
	Iteration 0F: 2 clusters Score -16287.26 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 69 members 
Entering Unmasked Estep 
Score: -15804.439453 Penalty: 1500.923340
	Iteration 0F: 3 clusters Score -15804.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -15831.788086 Penalty: 1500.923340
	Iteration 1Q: 3 clusters Score -15831.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -15831.788086 Penalty: 1500.923340
	Iteration 2F: 3 clusters Score -15831.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Entering Unmasked Estep 
Score: -30214.937500 Penalty: 918.349060
	Iteration 0F: 2 clusters Score -30214.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -29446.421875 Penalty: 1836.698120
	Iteration 0F: 3 clusters Score -29446.42 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -29740.347656 Penalty: 1836.698120
	Iteration 1F: 3 clusters Score -29740.35 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -29841.625000 Penalty: 1836.698120
	Iteration 2F: 3 clusters Score -29841.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -29880.087891 Penalty: 1836.698120
	Iteration 3Q: 3 clusters Score -29880.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -29924.355469 Penalty: 1836.698120
	Iteration 4Q: 3 clusters Score -29924.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -29957.406250 Penalty: 1836.698120
	Iteration 5Q: 3 clusters Score -29957.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -29960.730469 Penalty: 1836.698120
	Iteration 6Q: 3 clusters Score -29960.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -29961.062500 Penalty: 1836.698120
	Iteration 7Q: 3 clusters Score -29961.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -29961.062500 Penalty: 1836.698120
	Iteration 8F: 3 clusters Score -29961.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Entering Unmasked Estep 
Score: -723743.187500 Penalty: 1287.272461
	Iteration 0F: 2 clusters Score -723743.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -719556.375000 Penalty: 2574.544922
	Iteration 0F: 3 clusters Score -719556.4 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -720748.437500 Penalty: 2574.544922
	Iteration 1F: 3 clusters Score -720748.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -720932.187500 Penalty: 2574.544922
	Iteration 2F: 3 clusters Score -720932.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -721060.875000 Penalty: 2574.544922
	Iteration 3Q: 3 clusters Score -721060.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -721159.000000 Penalty: 2574.544922
	Iteration 4Q: 3 clusters Score -721159 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -721246.062500 Penalty: 2574.544922
	Iteration 5Q: 3 clusters Score -721246.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -721308.500000 Penalty: 2574.544922
	Iteration 6Q: 3 clusters Score -721308.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -721354.500000 Penalty: 2574.544922
	Iteration 7Q: 3 clusters Score -721354.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -721398.875000 Penalty: 2574.544922
	Iteration 8Q: 3 clusters Score -721398.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -721436.312500 Penalty: 2574.544922
	Iteration 9Q: 3 clusters Score -721436.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -721471.312500 Penalty: 2574.544922
	Iteration 10Q: 3 clusters Score -721471.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -721500.937500 Penalty: 2574.544922
	Iteration 11Q: 3 clusters Score -721500.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -721533.000000 Penalty: 2574.544922
	Iteration 12Q: 3 clusters Score -721533 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -721566.500000 Penalty: 2574.544922
	Iteration 13Q: 3 clusters Score -721566.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -721612.562500 Penalty: 2574.544922
	Iteration 14Q: 3 clusters Score -721612.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -721672.375000 Penalty: 2574.544922
	Iteration 15Q: 3 clusters Score -721672.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -721732.812500 Penalty: 2574.544922
	Iteration 16Q: 3 clusters Score -721732.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -721789.437500 Penalty: 2574.544922
	Iteration 17Q: 3 clusters Score -721789.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -721838.750000 Penalty: 2574.544922
	Iteration 18Q: 3 clusters Score -721838.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -721888.250000 Penalty: 2574.544922
	Iteration 19Q: 3 clusters Score -721888.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -721953.750000 Penalty: 2574.544922
	Iteration 20F: 3 clusters Score -721953.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -722025.125000 Penalty: 2574.544922
	Iteration 21Q: 3 clusters Score -722025.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -722084.062500 Penalty: 2574.544922
	Iteration 22Q: 3 clusters Score -722084.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -722152.125000 Penalty: 2574.544922
	Iteration 23Q: 3 clusters Score -722152.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -722210.500000 Penalty: 2574.544922
	Iteration 24Q: 3 clusters Score -722210.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -722275.937500 Penalty: 2574.544922
	Iteration 25Q: 3 clusters Score -722275.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -722335.125000 Penalty: 2574.544922
	Iteration 26Q: 3 clusters Score -722335.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -722383.750000 Penalty: 2574.544922
	Iteration 27Q: 3 clusters Score -722383.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -722436.187500 Penalty: 2574.544922
	Iteration 28Q: 3 clusters Score -722436.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -722477.375000 Penalty: 2574.544922
	Iteration 29Q: 3 clusters Score -722477.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -722515.687500 Penalty: 2574.544922
	Iteration 30Q: 3 clusters Score -722515.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -722539.687500 Penalty: 2574.544922
	Iteration 31Q: 3 clusters Score -722539.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -722560.187500 Penalty: 2574.544922
	Iteration 32Q: 3 clusters Score -722560.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -722577.875000 Penalty: 2574.544922
	Iteration 33Q: 3 clusters Score -722577.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -722591.375000 Penalty: 2574.544922
	Iteration 34Q: 3 clusters Score -722591.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -722600.875000 Penalty: 2574.544922
	Iteration 35Q: 3 clusters Score -722600.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -722602.937500 Penalty: 2574.544922
	Iteration 36Q: 3 clusters Score -722602.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -722603.937500 Penalty: 2574.544922
	Iteration 37Q: 3 clusters Score -722603.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -722603.937500 Penalty: 2574.544922
	Iteration 38F: 3 clusters Score -722603.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Entering Unmasked Estep 
Score: -46306.875000 Penalty: 931.425781
	Iteration 0F: 2 clusters Score -46306.88 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 239 members 
Entering Unmasked Estep 
Score: -45385.234375 Penalty: 1862.851562
	Iteration 0F: 3 clusters Score -45385.23 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -45599.261719 Penalty: 1862.851562
	Iteration 1F: 3 clusters Score -45599.26 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -45721.601562 Penalty: 1862.851562
	Iteration 2F: 3 clusters Score -45721.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -45808.843750 Penalty: 1862.851562
	Iteration 3Q: 3 clusters Score -45808.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -45928.324219 Penalty: 1862.851562
	Iteration 4Q: 3 clusters Score -45928.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -45971.421875 Penalty: 1862.851562
	Iteration 5Q: 3 clusters Score -45971.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -46026.917969 Penalty: 1862.851562
	Iteration 6Q: 3 clusters Score -46026.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -46059.984375 Penalty: 1862.851562
	Iteration 7Q: 3 clusters Score -46059.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -46100.250000 Penalty: 1862.851562
	Iteration 8Q: 3 clusters Score -46100.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -46113.757812 Penalty: 1862.851562
	Iteration 9Q: 3 clusters Score -46113.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -46129.675781 Penalty: 1862.851562
	Iteration 10Q: 3 clusters Score -46129.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -46146.988281 Penalty: 1862.851562
	Iteration 11Q: 3 clusters Score -46146.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -46152.156250 Penalty: 1862.851562
	Iteration 12Q: 3 clusters Score -46152.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -46154.312500 Penalty: 1862.851562
	Iteration 13Q: 3 clusters Score -46154.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -46155.769531 Penalty: 1862.851562
	Iteration 14Q: 3 clusters Score -46155.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -46155.769531 Penalty: 1862.851562
	Iteration 15F: 3 clusters Score -46155.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Entering Unmasked Estep 
Score: -117847.695312 Penalty: 1028.911987
	Iteration 0F: 2 clusters Score -117847.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -116615.695312 Penalty: 2057.823975
	Iteration 0F: 3 clusters Score -116615.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -116884.671875 Penalty: 2057.823975
	Iteration 1F: 3 clusters Score -116884.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -116938.210938 Penalty: 2057.823975
	Iteration 2Q: 3 clusters Score -116938.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -116956.523438 Penalty: 2057.823975
	Iteration 3Q: 3 clusters Score -116956.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -116966.429688 Penalty: 2057.823975
	Iteration 4Q: 3 clusters Score -116966.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -116970.789062 Penalty: 2057.823975
	Iteration 5Q: 3 clusters Score -116970.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -116974.960938 Penalty: 2057.823975
	Iteration 6Q: 3 clusters Score -116975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -116978.593750 Penalty: 2057.823975
	Iteration 7Q: 3 clusters Score -116978.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -116984.109375 Penalty: 2057.823975
	Iteration 8Q: 3 clusters Score -116984.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -116991.625000 Penalty: 2057.823975
	Iteration 9Q: 3 clusters Score -116991.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -116995.476562 Penalty: 2057.823975
	Iteration 10Q: 3 clusters Score -116995.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -117000.062500 Penalty: 2057.823975
	Iteration 11Q: 3 clusters Score -117000.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -117006.164062 Penalty: 2057.823975
	Iteration 12Q: 3 clusters Score -117006.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -117011.085938 Penalty: 2057.823975
	Iteration 13Q: 3 clusters Score -117011.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -117013.781250 Penalty: 2057.823975
	Iteration 14Q: 3 clusters Score -117013.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -117014.648438 Penalty: 2057.823975
	Iteration 15Q: 3 clusters Score -117014.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -117015.632812 Penalty: 2057.823975
	Iteration 16Q: 3 clusters Score -117015.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -117017.500000 Penalty: 2057.823975
	Iteration 17Q: 3 clusters Score -117017.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -117018.195312 Penalty: 2057.823975
	Iteration 18Q: 3 clusters Score -117018.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -117019.140625 Penalty: 2057.823975
	Iteration 19Q: 3 clusters Score -117019.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -117019.140625 Penalty: 2057.823975
	Iteration 20F: 3 clusters Score -117019.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (63406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63406 members 
Entering Unmasked Estep 
Score: -8055059.000000 Penalty: 1645.328369
	Iteration 0F: 2 clusters Score -8055059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31826 members 
Mstep: Class 2 contains 31580 members 
Entering Unmasked Estep 
Score: -8016072.000000 Penalty: 3290.656738
	Iteration 0F: 3 clusters Score -8016072 nChanged 29318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32840 members 
Mstep: Class 2 contains 30566 members 
Entering Unmasked Estep 
Score: -8032038.000000 Penalty: 3290.656738
	Iteration 1F: 3 clusters Score -8032038 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33621 members 
Mstep: Class 2 contains 29785 members 
Entering Unmasked Estep 
Score: -8032587.500000 Penalty: 3290.656738
	Iteration 2Q: 3 clusters Score -8032588 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34831 members 
Mstep: Class 2 contains 28575 members 
Entering Unmasked Estep 
Score: -8033310.000000 Penalty: 3290.656738
	Iteration 3Q: 3 clusters Score -8033310 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36695 members 
Mstep: Class 2 contains 26711 members 
Entering Unmasked Estep 
Score: -8034220.000000 Penalty: 3290.656738
	Iteration 4Q: 3 clusters Score -8034220 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39249 members 
Mstep: Class 2 contains 24157 members 
Entering Unmasked Estep 
Score: -8035583.500000 Penalty: 3290.656738
	Iteration 5Q: 3 clusters Score -8035584 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42799 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -8037577.500000 Penalty: 3290.656738
	Iteration 6F: 3 clusters Score -8037578 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47264 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -8040496.500000 Penalty: 3290.656738
	Iteration 7F: 3 clusters Score -8040496 nChanged 4813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52007 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -8043858.000000 Penalty: 3290.656738
	Iteration 8F: 3 clusters Score -8043858 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56273 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -8047332.500000 Penalty: 3290.656738
	Iteration 9F: 3 clusters Score -8047332 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59555 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -8050244.500000 Penalty: 3290.656738
	Iteration 10F: 3 clusters Score -8050244 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61543 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -8052105.000000 Penalty: 3290.656738
	Iteration 11Q: 3 clusters Score -8052105 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62470 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -8052997.500000 Penalty: 3290.656738
	Iteration 12Q: 3 clusters Score -8052998 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62822 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -8053322.000000 Penalty: 3290.656738
	Iteration 13Q: 3 clusters Score -8053322 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62958 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -8053482.000000 Penalty: 3290.656738
	Iteration 14Q: 3 clusters Score -8053482 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63029 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -8053572.000000 Penalty: 3290.656738
	Iteration 15Q: 3 clusters Score -8053572 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63051 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -8053602.000000 Penalty: 3290.656738
	Iteration 16Q: 3 clusters Score -8053602 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63060 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -8053624.000000 Penalty: 3290.656738
	Iteration 17Q: 3 clusters Score -8053624 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63076 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -8053653.000000 Penalty: 3290.656738
	Iteration 18Q: 3 clusters Score -8053653 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63087 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -8053675.000000 Penalty: 3290.656738
	Iteration 19Q: 3 clusters Score -8053675 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63087 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -8053684.500000 Penalty: 3290.656738
	Iteration 20F: 3 clusters Score -8053684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63090 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -8053687.000000 Penalty: 3290.656738
	Iteration 21Q: 3 clusters Score -8053687 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63091 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -8053706.000000 Penalty: 3290.656738
	Iteration 22Q: 3 clusters Score -8053706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63099 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -8053711.000000 Penalty: 3290.656738
	Iteration 23Q: 3 clusters Score -8053711 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63101 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -8053721.500000 Penalty: 3290.656738
	Iteration 24Q: 3 clusters Score -8053722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63104 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -8053718.000000 Penalty: 3290.656738
	Iteration 25Q: 3 clusters Score -8053718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63107 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -8053721.000000 Penalty: 3290.656738
	Iteration 26Q: 3 clusters Score -8053721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63106 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -8053727.500000 Penalty: 3290.656738
	Iteration 27Q: 3 clusters Score -8053728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63108 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -8053735.000000 Penalty: 3290.656738
	Iteration 28Q: 3 clusters Score -8053735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63110 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -8053748.000000 Penalty: 3290.656738
	Iteration 29Q: 3 clusters Score -8053748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63112 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -8053743.000000 Penalty: 3290.656738
	Iteration 30Q: 3 clusters Score -8053743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63115 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -8053741.500000 Penalty: 3290.656738
	Iteration 31Q: 3 clusters Score -8053742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63116 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -8053743.500000 Penalty: 3290.656738
	Iteration 32Q: 3 clusters Score -8053744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63116 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -8053743.500000 Penalty: 3290.656738
	Iteration 33F: 3 clusters Score -8053744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 44699 members 
Mstep: Class 3 contains 3962 members 
Mstep: Class 4 contains 57621 members 
Mstep: Class 5 contains 11878 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 28498 members 
Mstep: Class 8 contains 11446 members 
Mstep: Class 9 contains 26013 members 
Mstep: Class 10 contains 2483 members 
Mstep: Class 11 contains 26398 members 
Mstep: Class 12 contains 1590 members 
Mstep: Class 13 contains 1983 members 
Mstep: Class 14 contains 66594 members 
Mstep: Class 15 contains 369 members 
Mstep: Class 16 contains 2707 members 
Mstep: Class 17 contains 9034 members 
Mstep: Class 18 contains 25300 members 
Mstep: Class 19 contains 8010 members 
Mstep: Class 20 contains 6594 members 
Mstep: Class 21 contains 21863 members 
Mstep: Class 22 contains 19952 members 
Mstep: Class 23 contains 18825 members 
Mstep: Class 24 contains 52685 members 
Mstep: Class 25 contains 2566 members 
Mstep: Class 26 contains 351 members 
Mstep: Class 27 contains 6234 members 
Mstep: Class 28 contains 1080 members 
Mstep: Class 29 contains 9484 members 
Mstep: Class 30 contains 22011 members 
Mstep: Class 31 contains 9540 members 
Mstep: Class 32 contains 59141 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 479 members 
Mstep: Class 35 contains 5716 members 
Mstep: Class 36 contains 523 members 
Mstep: Class 37 contains 1007 members 
Mstep: Class 38 contains 63406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81021152.000000 Penalty: 85805.187500
Iteration 119Q: 44 clusters Score -8.102115e+07 nChanged 6715
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 44096 members 
Mstep: Class 3 contains 3990 members 
Mstep: Class 4 contains 58465 members 
Mstep: Class 5 contains 11882 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 29540 members 
Mstep: Class 8 contains 11338 members 
Mstep: Class 9 contains 26151 members 
Mstep: Class 10 contains 2438 members 
Mstep: Class 11 contains 26455 members 
Mstep: Class 12 contains 1587 members 
Mstep: Class 13 contains 1979 members 
Mstep: Class 14 contains 67049 members 
Mstep: Class 15 contains 378 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 9060 members 
Mstep: Class 18 contains 25271 members 
Mstep: Class 19 contains 7961 members 
Mstep: Class 20 contains 6711 members 
Mstep: Class 21 contains 21868 members 
Mstep: Class 22 contains 19920 members 
Mstep: Class 23 contains 18828 members 
Mstep: Class 24 contains 52699 members 
Mstep: Class 25 contains 2567 members 
Mstep: Class 26 contains 359 members 
Mstep: Class 27 contains 6229 members 
Mstep: Class 28 contains 1083 members 
Mstep: Class 29 contains 9504 members 
Mstep: Class 30 contains 22034 members 
Mstep: Class 31 contains 9626 members 
Mstep: Class 32 contains 58623 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 469 members 
Mstep: Class 35 contains 5726 members 
Mstep: Class 36 contains 518 members 
Mstep: Class 37 contains 1007 members 
Mstep: Class 38 contains 62705 members 
Mstep: Class 39 contains 15818 members 
Mstep: Class 40 contains 1874 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 9768 members 
Mstep: Class 43 contains 664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81023664.000000 Penalty: 85805.187500
Iteration 120F: 44 clusters Score -8.102366e+07 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 43631 members 
Mstep: Class 3 contains 4003 members 
Mstep: Class 4 contains 59189 members 
Mstep: Class 5 contains 11880 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 30297 members 
Mstep: Class 8 contains 11265 members 
Mstep: Class 9 contains 26197 members 
Mstep: Class 10 contains 2428 members 
Mstep: Class 11 contains 26201 members 
Mstep: Class 12 contains 1583 members 
Mstep: Class 13 contains 2037 members 
Mstep: Class 14 contains 67184 members 
Mstep: Class 15 contains 379 members 
Mstep: Class 16 contains 2735 members 
Mstep: Class 17 contains 9053 members 
Mstep: Class 18 contains 24911 members 
Mstep: Class 19 contains 7838 members 
Mstep: Class 20 contains 6782 members 
Mstep: Class 21 contains 21835 members 
Mstep: Class 22 contains 19876 members 
Mstep: Class 23 contains 18815 members 
Mstep: Class 24 contains 52651 members 
Mstep: Class 25 contains 2567 members 
Mstep: Class 26 contains 366 members 
Mstep: Class 27 contains 6219 members 
Mstep: Class 28 contains 1084 members 
Mstep: Class 29 contains 9497 members 
Mstep: Class 30 contains 22030 members 
Mstep: Class 31 contains 9740 members 
Mstep: Class 32 contains 58108 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 467 members 
Mstep: Class 35 contains 5716 members 
Mstep: Class 36 contains 509 members 
Mstep: Class 37 contains 1008 members 
Mstep: Class 38 contains 62046 members 
Mstep: Class 39 contains 16020 members 
Mstep: Class 40 contains 1971 members 
Mstep: Class 41 contains 286 members 
Mstep: Class 42 contains 10211 members 
Mstep: Class 43 contains 667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81024512.000000 Penalty: 85805.187500
Iteration 121Q: 44 clusters Score -8.102451e+07 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 43258 members 
Mstep: Class 3 contains 4012 members 
Mstep: Class 4 contains 59951 members 
Mstep: Class 5 contains 11881 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 30938 members 
Mstep: Class 8 contains 11215 members 
Mstep: Class 9 contains 26226 members 
Mstep: Class 10 contains 2421 members 
Mstep: Class 11 contains 26044 members 
Mstep: Class 12 contains 1579 members 
Mstep: Class 13 contains 2104 members 
Mstep: Class 14 contains 67265 members 
Mstep: Class 15 contains 381 members 
Mstep: Class 16 contains 2746 members 
Mstep: Class 17 contains 9053 members 
Mstep: Class 18 contains 24603 members 
Mstep: Class 19 contains 7748 members 
Mstep: Class 20 contains 6825 members 
Mstep: Class 21 contains 21822 members 
Mstep: Class 22 contains 19823 members 
Mstep: Class 23 contains 18814 members 
Mstep: Class 24 contains 52660 members 
Mstep: Class 25 contains 2571 members 
Mstep: Class 26 contains 372 members 
Mstep: Class 27 contains 6207 members 
Mstep: Class 28 contains 1082 members 
Mstep: Class 29 contains 9491 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 9818 members 
Mstep: Class 32 contains 57589 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 466 members 
Mstep: Class 35 contains 5720 members 
Mstep: Class 36 contains 505 members 
Mstep: Class 37 contains 1008 members 
Mstep: Class 38 contains 61510 members 
Mstep: Class 39 contains 16104 members 
Mstep: Class 40 contains 2029 members 
Mstep: Class 41 contains 285 members 
Mstep: Class 42 contains 10487 members 
Mstep: Class 43 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81025296.000000 Penalty: 85805.187500
Iteration 122Q: 44 clusters Score -8.10253e+07 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 42964 members 
Mstep: Class 3 contains 4018 members 
Mstep: Class 4 contains 60669 members 
Mstep: Class 5 contains 11873 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 31440 members 
Mstep: Class 8 contains 11198 members 
Mstep: Class 9 contains 26242 members 
Mstep: Class 10 contains 2423 members 
Mstep: Class 11 contains 25961 members 
Mstep: Class 12 contains 1578 members 
Mstep: Class 13 contains 2165 members 
Mstep: Class 14 contains 67329 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2748 members 
Mstep: Class 17 contains 9056 members 
Mstep: Class 18 contains 24323 members 
Mstep: Class 19 contains 7685 members 
Mstep: Class 20 contains 6844 members 
Mstep: Class 21 contains 21813 members 
Mstep: Class 22 contains 19778 members 
Mstep: Class 23 contains 18818 members 
Mstep: Class 24 contains 52686 members 
Mstep: Class 25 contains 2570 members 
Mstep: Class 26 contains 376 members 
Mstep: Class 27 contains 6187 members 
Mstep: Class 28 contains 1079 members 
Mstep: Class 29 contains 9490 members 
Mstep: Class 30 contains 22032 members 
Mstep: Class 31 contains 9894 members 
Mstep: Class 32 contains 57129 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 464 members 
Mstep: Class 35 contains 5724 members 
Mstep: Class 36 contains 502 members 
Mstep: Class 37 contains 1008 members 
Mstep: Class 38 contains 61049 members 
Mstep: Class 39 contains 16133 members 
Mstep: Class 40 contains 2062 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 10691 members 
Mstep: Class 43 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81025320.000000 Penalty: 85805.187500
Iteration 123Q: 44 clusters Score -8.102532e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 42720 members 
Mstep: Class 3 contains 4028 members 
Mstep: Class 4 contains 61335 members 
Mstep: Class 5 contains 11876 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 31824 members 
Mstep: Class 8 contains 11188 members 
Mstep: Class 9 contains 26264 members 
Mstep: Class 10 contains 2422 members 
Mstep: Class 11 contains 25911 members 
Mstep: Class 12 contains 1579 members 
Mstep: Class 13 contains 2234 members 
Mstep: Class 14 contains 67350 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2753 members 
Mstep: Class 17 contains 9059 members 
Mstep: Class 18 contains 24089 members 
Mstep: Class 19 contains 7648 members 
Mstep: Class 20 contains 6861 members 
Mstep: Class 21 contains 21810 members 
Mstep: Class 22 contains 19737 members 
Mstep: Class 23 contains 18820 members 
Mstep: Class 24 contains 52743 members 
Mstep: Class 25 contains 2568 members 
Mstep: Class 26 contains 380 members 
Mstep: Class 27 contains 6179 members 
Mstep: Class 28 contains 1079 members 
Mstep: Class 29 contains 9491 members 
Mstep: Class 30 contains 22035 members 
Mstep: Class 31 contains 9957 members 
Mstep: Class 32 contains 56694 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 463 members 
Mstep: Class 35 contains 5726 members 
Mstep: Class 36 contains 501 members 
Mstep: Class 37 contains 1009 members 
Mstep: Class 38 contains 60643 members 
Mstep: Class 39 contains 16147 members 
Mstep: Class 40 contains 2087 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 10818 members 
Mstep: Class 43 contains 663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81025488.000000 Penalty: 85805.187500
Iteration 124Q: 44 clusters Score -8.102549e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 42481 members 
Mstep: Class 3 contains 4034 members 
Mstep: Class 4 contains 61951 members 
Mstep: Class 5 contains 11870 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 32142 members 
Mstep: Class 8 contains 11179 members 
Mstep: Class 9 contains 26279 members 
Mstep: Class 10 contains 2428 members 
Mstep: Class 11 contains 25866 members 
Mstep: Class 12 contains 1579 members 
Mstep: Class 13 contains 2329 members 
Mstep: Class 14 contains 67375 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2749 members 
Mstep: Class 17 contains 9066 members 
Mstep: Class 18 contains 23909 members 
Mstep: Class 19 contains 7624 members 
Mstep: Class 20 contains 6871 members 
Mstep: Class 21 contains 21810 members 
Mstep: Class 22 contains 19709 members 
Mstep: Class 23 contains 18819 members 
Mstep: Class 24 contains 52797 members 
Mstep: Class 25 contains 2570 members 
Mstep: Class 26 contains 384 members 
Mstep: Class 27 contains 6171 members 
Mstep: Class 28 contains 1078 members 
Mstep: Class 29 contains 9493 members 
Mstep: Class 30 contains 22035 members 
Mstep: Class 31 contains 10031 members 
Mstep: Class 32 contains 56275 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 461 members 
Mstep: Class 35 contains 5729 members 
Mstep: Class 36 contains 500 members 
Mstep: Class 37 contains 1010 members 
Mstep: Class 38 contains 60244 members 
Mstep: Class 39 contains 16158 members 
Mstep: Class 40 contains 2110 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 10932 members 
Mstep: Class 43 contains 662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81025648.000000 Penalty: 85805.187500
Iteration 125Q: 44 clusters Score -8.102565e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 42270 members 
Mstep: Class 3 contains 4032 members 
Mstep: Class 4 contains 62535 members 
Mstep: Class 5 contains 11866 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 32388 members 
Mstep: Class 8 contains 11173 members 
Mstep: Class 9 contains 26294 members 
Mstep: Class 10 contains 2440 members 
Mstep: Class 11 contains 25835 members 
Mstep: Class 12 contains 1578 members 
Mstep: Class 13 contains 2404 members 
Mstep: Class 14 contains 67379 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2753 members 
Mstep: Class 17 contains 9070 members 
Mstep: Class 18 contains 23786 members 
Mstep: Class 19 contains 7614 members 
Mstep: Class 20 contains 6883 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19666 members 
Mstep: Class 23 contains 18818 members 
Mstep: Class 24 contains 52854 members 
Mstep: Class 25 contains 2570 members 
Mstep: Class 26 contains 389 members 
Mstep: Class 27 contains 6157 members 
Mstep: Class 28 contains 1077 members 
Mstep: Class 29 contains 9493 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 10086 members 
Mstep: Class 32 contains 55898 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 461 members 
Mstep: Class 35 contains 5729 members 
Mstep: Class 36 contains 498 members 
Mstep: Class 37 contains 1011 members 
Mstep: Class 38 contains 59907 members 
Mstep: Class 39 contains 16162 members 
Mstep: Class 40 contains 2132 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11032 members 
Mstep: Class 43 contains 659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81025456.000000 Penalty: 85805.187500
Iteration 126Q: 44 clusters Score -8.102546e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 42106 members 
Mstep: Class 3 contains 4028 members 
Mstep: Class 4 contains 63080 members 
Mstep: Class 5 contains 11870 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 32583 members 
Mstep: Class 8 contains 11168 members 
Mstep: Class 9 contains 26298 members 
Mstep: Class 10 contains 2443 members 
Mstep: Class 11 contains 25806 members 
Mstep: Class 12 contains 1578 members 
Mstep: Class 13 contains 2483 members 
Mstep: Class 14 contains 67394 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2752 members 
Mstep: Class 17 contains 9073 members 
Mstep: Class 18 contains 23654 members 
Mstep: Class 19 contains 7603 members 
Mstep: Class 20 contains 6892 members 
Mstep: Class 21 contains 21807 members 
Mstep: Class 22 contains 19646 members 
Mstep: Class 23 contains 18817 members 
Mstep: Class 24 contains 52897 members 
Mstep: Class 25 contains 2571 members 
Mstep: Class 26 contains 393 members 
Mstep: Class 27 contains 6147 members 
Mstep: Class 28 contains 1077 members 
Mstep: Class 29 contains 9493 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 10133 members 
Mstep: Class 32 contains 55546 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 461 members 
Mstep: Class 35 contains 5730 members 
Mstep: Class 36 contains 496 members 
Mstep: Class 37 contains 1011 members 
Mstep: Class 38 contains 59607 members 
Mstep: Class 39 contains 16164 members 
Mstep: Class 40 contains 2154 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11108 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81025680.000000 Penalty: 85805.187500
Iteration 127Q: 44 clusters Score -8.102568e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 41964 members 
Mstep: Class 3 contains 4022 members 
Mstep: Class 4 contains 63596 members 
Mstep: Class 5 contains 11871 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 32730 members 
Mstep: Class 8 contains 11166 members 
Mstep: Class 9 contains 26306 members 
Mstep: Class 10 contains 2442 members 
Mstep: Class 11 contains 25776 members 
Mstep: Class 12 contains 1575 members 
Mstep: Class 13 contains 2578 members 
Mstep: Class 14 contains 67400 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2752 members 
Mstep: Class 17 contains 9075 members 
Mstep: Class 18 contains 23509 members 
Mstep: Class 19 contains 7602 members 
Mstep: Class 20 contains 6901 members 
Mstep: Class 21 contains 21806 members 
Mstep: Class 22 contains 19630 members 
Mstep: Class 23 contains 18818 members 
Mstep: Class 24 contains 52970 members 
Mstep: Class 25 contains 2569 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6142 members 
Mstep: Class 28 contains 1074 members 
Mstep: Class 29 contains 9496 members 
Mstep: Class 30 contains 22035 members 
Mstep: Class 31 contains 10172 members 
Mstep: Class 32 contains 55228 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 461 members 
Mstep: Class 35 contains 5733 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1013 members 
Mstep: Class 38 contains 59316 members 
Mstep: Class 39 contains 16165 members 
Mstep: Class 40 contains 2173 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11164 members 
Mstep: Class 43 contains 656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81025616.000000 Penalty: 85805.187500
Iteration 128Q: 44 clusters Score -8.102562e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 41839 members 
Mstep: Class 3 contains 4018 members 
Mstep: Class 4 contains 64078 members 
Mstep: Class 5 contains 11876 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 32879 members 
Mstep: Class 8 contains 11158 members 
Mstep: Class 9 contains 26314 members 
Mstep: Class 10 contains 2441 members 
Mstep: Class 11 contains 25757 members 
Mstep: Class 12 contains 1575 members 
Mstep: Class 13 contains 2658 members 
Mstep: Class 14 contains 67403 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2753 members 
Mstep: Class 17 contains 9081 members 
Mstep: Class 18 contains 23393 members 
Mstep: Class 19 contains 7595 members 
Mstep: Class 20 contains 6909 members 
Mstep: Class 21 contains 21806 members 
Mstep: Class 22 contains 19602 members 
Mstep: Class 23 contains 18817 members 
Mstep: Class 24 contains 53005 members 
Mstep: Class 25 contains 2570 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6136 members 
Mstep: Class 28 contains 1073 members 
Mstep: Class 29 contains 9496 members 
Mstep: Class 30 contains 22036 members 
Mstep: Class 31 contains 10225 members 
Mstep: Class 32 contains 54959 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 461 members 
Mstep: Class 35 contains 5734 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1015 members 
Mstep: Class 38 contains 59023 members 
Mstep: Class 39 contains 16166 members 
Mstep: Class 40 contains 2188 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11206 members 
Mstep: Class 43 contains 656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81025864.000000 Penalty: 85805.187500
Iteration 129Q: 44 clusters Score -8.102586e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 41733 members 
Mstep: Class 3 contains 4032 members 
Mstep: Class 4 contains 64521 members 
Mstep: Class 5 contains 11872 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 32993 members 
Mstep: Class 8 contains 11149 members 
Mstep: Class 9 contains 26313 members 
Mstep: Class 10 contains 2450 members 
Mstep: Class 11 contains 25738 members 
Mstep: Class 12 contains 1573 members 
Mstep: Class 13 contains 2705 members 
Mstep: Class 14 contains 67411 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2752 members 
Mstep: Class 17 contains 9082 members 
Mstep: Class 18 contains 23275 members 
Mstep: Class 19 contains 7584 members 
Mstep: Class 20 contains 6916 members 
Mstep: Class 21 contains 21806 members 
Mstep: Class 22 contains 19587 members 
Mstep: Class 23 contains 18818 members 
Mstep: Class 24 contains 53043 members 
Mstep: Class 25 contains 2571 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6134 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 9495 members 
Mstep: Class 30 contains 22035 members 
Mstep: Class 31 contains 10265 members 
Mstep: Class 32 contains 54712 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 461 members 
Mstep: Class 35 contains 5736 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1017 members 
Mstep: Class 38 contains 58799 members 
Mstep: Class 39 contains 16167 members 
Mstep: Class 40 contains 2201 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11240 members 
Mstep: Class 43 contains 656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81026040.000000 Penalty: 85805.187500
Iteration 130Q: 44 clusters Score -8.102604e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 41658 members 
Mstep: Class 3 contains 4040 members 
Mstep: Class 4 contains 64920 members 
Mstep: Class 5 contains 11871 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33080 members 
Mstep: Class 8 contains 11141 members 
Mstep: Class 9 contains 26314 members 
Mstep: Class 10 contains 2453 members 
Mstep: Class 11 contains 25725 members 
Mstep: Class 12 contains 1570 members 
Mstep: Class 13 contains 2755 members 
Mstep: Class 14 contains 67416 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2748 members 
Mstep: Class 17 contains 9085 members 
Mstep: Class 18 contains 23186 members 
Mstep: Class 19 contains 7576 members 
Mstep: Class 20 contains 6923 members 
Mstep: Class 21 contains 21807 members 
Mstep: Class 22 contains 19575 members 
Mstep: Class 23 contains 18818 members 
Mstep: Class 24 contains 53059 members 
Mstep: Class 25 contains 2572 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6124 members 
Mstep: Class 28 contains 1072 members 
Mstep: Class 29 contains 9496 members 
Mstep: Class 30 contains 22034 members 
Mstep: Class 31 contains 10303 members 
Mstep: Class 32 contains 54477 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 461 members 
Mstep: Class 35 contains 5736 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1018 members 
Mstep: Class 38 contains 58601 members 
Mstep: Class 39 contains 16167 members 
Mstep: Class 40 contains 2213 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11266 members 
Mstep: Class 43 contains 656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81026304.000000 Penalty: 85805.187500
Iteration 131Q: 44 clusters Score -8.10263e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 41596 members 
Mstep: Class 3 contains 4038 members 
Mstep: Class 4 contains 65293 members 
Mstep: Class 5 contains 11864 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33138 members 
Mstep: Class 8 contains 11135 members 
Mstep: Class 9 contains 26317 members 
Mstep: Class 10 contains 2462 members 
Mstep: Class 11 contains 25712 members 
Mstep: Class 12 contains 1570 members 
Mstep: Class 13 contains 2787 members 
Mstep: Class 14 contains 67423 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2749 members 
Mstep: Class 17 contains 9087 members 
Mstep: Class 18 contains 23117 members 
Mstep: Class 19 contains 7573 members 
Mstep: Class 20 contains 6928 members 
Mstep: Class 21 contains 21807 members 
Mstep: Class 22 contains 19567 members 
Mstep: Class 23 contains 18818 members 
Mstep: Class 24 contains 53085 members 
Mstep: Class 25 contains 2569 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6118 members 
Mstep: Class 28 contains 1070 members 
Mstep: Class 29 contains 9495 members 
Mstep: Class 30 contains 22034 members 
Mstep: Class 31 contains 10354 members 
Mstep: Class 32 contains 54256 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 461 members 
Mstep: Class 35 contains 5737 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1021 members 
Mstep: Class 38 contains 58414 members 
Mstep: Class 39 contains 16166 members 
Mstep: Class 40 contains 2225 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11286 members 
Mstep: Class 43 contains 656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81026360.000000 Penalty: 85805.187500
Iteration 132Q: 44 clusters Score -8.102636e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 41532 members 
Mstep: Class 3 contains 4045 members 
Mstep: Class 4 contains 65647 members 
Mstep: Class 5 contains 11861 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33189 members 
Mstep: Class 8 contains 11133 members 
Mstep: Class 9 contains 26317 members 
Mstep: Class 10 contains 2476 members 
Mstep: Class 11 contains 25699 members 
Mstep: Class 12 contains 1570 members 
Mstep: Class 13 contains 2836 members 
Mstep: Class 14 contains 67423 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2745 members 
Mstep: Class 17 contains 9092 members 
Mstep: Class 18 contains 23053 members 
Mstep: Class 19 contains 7579 members 
Mstep: Class 20 contains 6931 members 
Mstep: Class 21 contains 21808 members 
Mstep: Class 22 contains 19540 members 
Mstep: Class 23 contains 18819 members 
Mstep: Class 24 contains 53111 members 
Mstep: Class 25 contains 2570 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6111 members 
Mstep: Class 28 contains 1069 members 
Mstep: Class 29 contains 9493 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 10385 members 
Mstep: Class 32 contains 54033 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 461 members 
Mstep: Class 35 contains 5738 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1022 members 
Mstep: Class 38 contains 58262 members 
Mstep: Class 39 contains 16165 members 
Mstep: Class 40 contains 2231 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11299 members 
Mstep: Class 43 contains 656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81026512.000000 Penalty: 85805.187500
Iteration 133Q: 44 clusters Score -8.102651e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 41490 members 
Mstep: Class 3 contains 4055 members 
Mstep: Class 4 contains 65946 members 
Mstep: Class 5 contains 11860 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33237 members 
Mstep: Class 8 contains 11132 members 
Mstep: Class 9 contains 26320 members 
Mstep: Class 10 contains 2466 members 
Mstep: Class 11 contains 25698 members 
Mstep: Class 12 contains 1569 members 
Mstep: Class 13 contains 2868 members 
Mstep: Class 14 contains 67423 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2744 members 
Mstep: Class 17 contains 9095 members 
Mstep: Class 18 contains 22997 members 
Mstep: Class 19 contains 7577 members 
Mstep: Class 20 contains 6932 members 
Mstep: Class 21 contains 21808 members 
Mstep: Class 22 contains 19524 members 
Mstep: Class 23 contains 18820 members 
Mstep: Class 24 contains 53132 members 
Mstep: Class 25 contains 2570 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6110 members 
Mstep: Class 28 contains 1069 members 
Mstep: Class 29 contains 9493 members 
Mstep: Class 30 contains 22032 members 
Mstep: Class 31 contains 10412 members 
Mstep: Class 32 contains 53852 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 461 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1024 members 
Mstep: Class 38 contains 58108 members 
Mstep: Class 39 contains 16165 members 
Mstep: Class 40 contains 2239 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11315 members 
Mstep: Class 43 contains 656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81026368.000000 Penalty: 85805.187500
Iteration 134Q: 44 clusters Score -8.102637e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 41463 members 
Mstep: Class 3 contains 4063 members 
Mstep: Class 4 contains 66230 members 
Mstep: Class 5 contains 11857 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33272 members 
Mstep: Class 8 contains 11134 members 
Mstep: Class 9 contains 26322 members 
Mstep: Class 10 contains 2456 members 
Mstep: Class 11 contains 25693 members 
Mstep: Class 12 contains 1569 members 
Mstep: Class 13 contains 2912 members 
Mstep: Class 14 contains 67425 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2740 members 
Mstep: Class 17 contains 9096 members 
Mstep: Class 18 contains 22963 members 
Mstep: Class 19 contains 7582 members 
Mstep: Class 20 contains 6933 members 
Mstep: Class 21 contains 21808 members 
Mstep: Class 22 contains 19502 members 
Mstep: Class 23 contains 18819 members 
Mstep: Class 24 contains 53155 members 
Mstep: Class 25 contains 2570 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6109 members 
Mstep: Class 28 contains 1069 members 
Mstep: Class 29 contains 9493 members 
Mstep: Class 30 contains 22032 members 
Mstep: Class 31 contains 10438 members 
Mstep: Class 32 contains 53660 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 461 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1025 members 
Mstep: Class 38 contains 57966 members 
Mstep: Class 39 contains 16165 members 
Mstep: Class 40 contains 2244 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11328 members 
Mstep: Class 43 contains 656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81026360.000000 Penalty: 85805.187500
Iteration 135Q: 44 clusters Score -8.102636e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 41444 members 
Mstep: Class 3 contains 4070 members 
Mstep: Class 4 contains 66464 members 
Mstep: Class 5 contains 11855 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33308 members 
Mstep: Class 8 contains 11130 members 
Mstep: Class 9 contains 26323 members 
Mstep: Class 10 contains 2445 members 
Mstep: Class 11 contains 25692 members 
Mstep: Class 12 contains 1568 members 
Mstep: Class 13 contains 2947 members 
Mstep: Class 14 contains 67426 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2736 members 
Mstep: Class 17 contains 9095 members 
Mstep: Class 18 contains 22938 members 
Mstep: Class 19 contains 7586 members 
Mstep: Class 20 contains 6933 members 
Mstep: Class 21 contains 21810 members 
Mstep: Class 22 contains 19490 members 
Mstep: Class 23 contains 18816 members 
Mstep: Class 24 contains 53199 members 
Mstep: Class 25 contains 2567 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6103 members 
Mstep: Class 28 contains 1067 members 
Mstep: Class 29 contains 9493 members 
Mstep: Class 30 contains 22032 members 
Mstep: Class 31 contains 10464 members 
Mstep: Class 32 contains 53479 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 461 members 
Mstep: Class 35 contains 5740 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1027 members 
Mstep: Class 38 contains 57825 members 
Mstep: Class 39 contains 16165 members 
Mstep: Class 40 contains 2256 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11346 members 
Mstep: Class 43 contains 656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81026496.000000 Penalty: 85805.187500
Iteration 136Q: 44 clusters Score -8.10265e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 41422 members 
Mstep: Class 3 contains 4078 members 
Mstep: Class 4 contains 66696 members 
Mstep: Class 5 contains 11854 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33339 members 
Mstep: Class 8 contains 11125 members 
Mstep: Class 9 contains 26327 members 
Mstep: Class 10 contains 2436 members 
Mstep: Class 11 contains 25694 members 
Mstep: Class 12 contains 1568 members 
Mstep: Class 13 contains 2980 members 
Mstep: Class 14 contains 67422 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2734 members 
Mstep: Class 17 contains 9095 members 
Mstep: Class 18 contains 22913 members 
Mstep: Class 19 contains 7589 members 
Mstep: Class 20 contains 6935 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19473 members 
Mstep: Class 23 contains 18815 members 
Mstep: Class 24 contains 53233 members 
Mstep: Class 25 contains 2568 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6101 members 
Mstep: Class 28 contains 1067 members 
Mstep: Class 29 contains 9493 members 
Mstep: Class 30 contains 22032 members 
Mstep: Class 31 contains 10484 members 
Mstep: Class 32 contains 53300 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 461 members 
Mstep: Class 35 contains 5740 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1028 members 
Mstep: Class 38 contains 57714 members 
Mstep: Class 39 contains 16165 members 
Mstep: Class 40 contains 2262 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11359 members 
Mstep: Class 43 contains 656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81026568.000000 Penalty: 85805.187500
Iteration 137Q: 44 clusters Score -8.102657e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 41399 members 
Mstep: Class 3 contains 4081 members 
Mstep: Class 4 contains 66949 members 
Mstep: Class 5 contains 11854 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33372 members 
Mstep: Class 8 contains 11119 members 
Mstep: Class 9 contains 26331 members 
Mstep: Class 10 contains 2432 members 
Mstep: Class 11 contains 25701 members 
Mstep: Class 12 contains 1568 members 
Mstep: Class 13 contains 3020 members 
Mstep: Class 14 contains 67420 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2735 members 
Mstep: Class 17 contains 9094 members 
Mstep: Class 18 contains 22884 members 
Mstep: Class 19 contains 7587 members 
Mstep: Class 20 contains 6937 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19451 members 
Mstep: Class 23 contains 18815 members 
Mstep: Class 24 contains 53247 members 
Mstep: Class 25 contains 2567 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6096 members 
Mstep: Class 28 contains 1066 members 
Mstep: Class 29 contains 9493 members 
Mstep: Class 30 contains 22032 members 
Mstep: Class 31 contains 10507 members 
Mstep: Class 32 contains 53097 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 461 members 
Mstep: Class 35 contains 5740 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1031 members 
Mstep: Class 38 contains 57622 members 
Mstep: Class 39 contains 16165 members 
Mstep: Class 40 contains 2267 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11372 members 
Mstep: Class 43 contains 656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81026576.000000 Penalty: 85805.187500
Iteration 138Q: 44 clusters Score -8.102658e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 41391 members 
Mstep: Class 3 contains 4086 members 
Mstep: Class 4 contains 67165 members 
Mstep: Class 5 contains 11849 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33394 members 
Mstep: Class 8 contains 11119 members 
Mstep: Class 9 contains 26335 members 
Mstep: Class 10 contains 2437 members 
Mstep: Class 11 contains 25701 members 
Mstep: Class 12 contains 1568 members 
Mstep: Class 13 contains 3063 members 
Mstep: Class 14 contains 67422 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2733 members 
Mstep: Class 17 contains 9094 members 
Mstep: Class 18 contains 22861 members 
Mstep: Class 19 contains 7590 members 
Mstep: Class 20 contains 6940 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19424 members 
Mstep: Class 23 contains 18816 members 
Mstep: Class 24 contains 53266 members 
Mstep: Class 25 contains 2566 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6088 members 
Mstep: Class 28 contains 1065 members 
Mstep: Class 29 contains 9493 members 
Mstep: Class 30 contains 22032 members 
Mstep: Class 31 contains 10532 members 
Mstep: Class 32 contains 52893 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 461 members 
Mstep: Class 35 contains 5740 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1036 members 
Mstep: Class 38 contains 57545 members 
Mstep: Class 39 contains 16165 members 
Mstep: Class 40 contains 2269 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11386 members 
Mstep: Class 43 contains 656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81026648.000000 Penalty: 85805.187500
Iteration 139Q: 44 clusters Score -8.102665e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 41383 members 
Mstep: Class 3 contains 4093 members 
Mstep: Class 4 contains 67365 members 
Mstep: Class 5 contains 11845 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33411 members 
Mstep: Class 8 contains 11116 members 
Mstep: Class 9 contains 26336 members 
Mstep: Class 10 contains 2432 members 
Mstep: Class 11 contains 25701 members 
Mstep: Class 12 contains 1568 members 
Mstep: Class 13 contains 3107 members 
Mstep: Class 14 contains 67427 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2732 members 
Mstep: Class 17 contains 9095 members 
Mstep: Class 18 contains 22830 members 
Mstep: Class 19 contains 7593 members 
Mstep: Class 20 contains 6940 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19407 members 
Mstep: Class 23 contains 18816 members 
Mstep: Class 24 contains 53315 members 
Mstep: Class 25 contains 2566 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6086 members 
Mstep: Class 28 contains 1065 members 
Mstep: Class 29 contains 9493 members 
Mstep: Class 30 contains 22032 members 
Mstep: Class 31 contains 10543 members 
Mstep: Class 32 contains 52692 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 461 members 
Mstep: Class 35 contains 5740 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1037 members 
Mstep: Class 38 contains 57471 members 
Mstep: Class 39 contains 16165 members 
Mstep: Class 40 contains 2271 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11407 members 
Mstep: Class 43 contains 656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81026648.000000 Penalty: 85805.187500
Iteration 140F: 44 clusters Score -8.102665e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 41357 members 
Mstep: Class 3 contains 4100 members 
Mstep: Class 4 contains 67548 members 
Mstep: Class 5 contains 11828 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33426 members 
Mstep: Class 8 contains 11113 members 
Mstep: Class 9 contains 26334 members 
Mstep: Class 10 contains 2424 members 
Mstep: Class 11 contains 25700 members 
Mstep: Class 12 contains 1568 members 
Mstep: Class 13 contains 3219 members 
Mstep: Class 14 contains 67431 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2731 members 
Mstep: Class 17 contains 9096 members 
Mstep: Class 18 contains 22798 members 
Mstep: Class 19 contains 7589 members 
Mstep: Class 20 contains 6941 members 
Mstep: Class 21 contains 21810 members 
Mstep: Class 22 contains 19381 members 
Mstep: Class 23 contains 18816 members 
Mstep: Class 24 contains 53336 members 
Mstep: Class 25 contains 2566 members 
Mstep: Class 26 contains 396 members 
Mstep: Class 27 contains 6083 members 
Mstep: Class 28 contains 1065 members 
Mstep: Class 29 contains 9493 members 
Mstep: Class 30 contains 22032 members 
Mstep: Class 31 contains 10563 members 
Mstep: Class 32 contains 52507 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5740 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1039 members 
Mstep: Class 38 contains 57405 members 
Mstep: Class 39 contains 16165 members 
Mstep: Class 40 contains 2275 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11424 members 
Mstep: Class 43 contains 656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81026672.000000 Penalty: 85805.187500
Iteration 141Q: 44 clusters Score -8.102667e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 41327 members 
Mstep: Class 3 contains 4111 members 
Mstep: Class 4 contains 67682 members 
Mstep: Class 5 contains 11820 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33439 members 
Mstep: Class 8 contains 11111 members 
Mstep: Class 9 contains 26332 members 
Mstep: Class 10 contains 2410 members 
Mstep: Class 11 contains 25696 members 
Mstep: Class 12 contains 1568 members 
Mstep: Class 13 contains 3332 members 
Mstep: Class 14 contains 67433 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2732 members 
Mstep: Class 17 contains 9097 members 
Mstep: Class 18 contains 22779 members 
Mstep: Class 19 contains 7579 members 
Mstep: Class 20 contains 6943 members 
Mstep: Class 21 contains 21810 members 
Mstep: Class 22 contains 19367 members 
Mstep: Class 23 contains 18817 members 
Mstep: Class 24 contains 53362 members 
Mstep: Class 25 contains 2566 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6076 members 
Mstep: Class 28 contains 1063 members 
Mstep: Class 29 contains 9493 members 
Mstep: Class 30 contains 22035 members 
Mstep: Class 31 contains 10587 members 
Mstep: Class 32 contains 52341 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5740 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1043 members 
Mstep: Class 38 contains 57343 members 
Mstep: Class 39 contains 16165 members 
Mstep: Class 40 contains 2282 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11436 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81026768.000000 Penalty: 85805.187500
Iteration 142Q: 44 clusters Score -8.102677e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 41301 members 
Mstep: Class 3 contains 4122 members 
Mstep: Class 4 contains 67831 members 
Mstep: Class 5 contains 11801 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33451 members 
Mstep: Class 8 contains 11111 members 
Mstep: Class 9 contains 26332 members 
Mstep: Class 10 contains 2401 members 
Mstep: Class 11 contains 25688 members 
Mstep: Class 12 contains 1568 members 
Mstep: Class 13 contains 3433 members 
Mstep: Class 14 contains 67438 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2733 members 
Mstep: Class 17 contains 9097 members 
Mstep: Class 18 contains 22765 members 
Mstep: Class 19 contains 7578 members 
Mstep: Class 20 contains 6944 members 
Mstep: Class 21 contains 21810 members 
Mstep: Class 22 contains 19355 members 
Mstep: Class 23 contains 18818 members 
Mstep: Class 24 contains 53378 members 
Mstep: Class 25 contains 2566 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6067 members 
Mstep: Class 28 contains 1062 members 
Mstep: Class 29 contains 9493 members 
Mstep: Class 30 contains 22034 members 
Mstep: Class 31 contains 10604 members 
Mstep: Class 32 contains 52177 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5740 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 57291 members 
Mstep: Class 39 contains 16165 members 
Mstep: Class 40 contains 2289 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11441 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81026824.000000 Penalty: 85805.187500
Iteration 143Q: 44 clusters Score -8.102682e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 41262 members 
Mstep: Class 3 contains 4135 members 
Mstep: Class 4 contains 67957 members 
Mstep: Class 5 contains 11792 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33461 members 
Mstep: Class 8 contains 11112 members 
Mstep: Class 9 contains 26331 members 
Mstep: Class 10 contains 2389 members 
Mstep: Class 11 contains 25685 members 
Mstep: Class 12 contains 1568 members 
Mstep: Class 13 contains 3527 members 
Mstep: Class 14 contains 67440 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2733 members 
Mstep: Class 17 contains 9097 members 
Mstep: Class 18 contains 22747 members 
Mstep: Class 19 contains 7584 members 
Mstep: Class 20 contains 6946 members 
Mstep: Class 21 contains 21811 members 
Mstep: Class 22 contains 19344 members 
Mstep: Class 23 contains 18817 members 
Mstep: Class 24 contains 53397 members 
Mstep: Class 25 contains 2565 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6064 members 
Mstep: Class 28 contains 1062 members 
Mstep: Class 29 contains 9493 members 
Mstep: Class 30 contains 22035 members 
Mstep: Class 31 contains 10627 members 
Mstep: Class 32 contains 52006 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5740 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 57264 members 
Mstep: Class 39 contains 16166 members 
Mstep: Class 40 contains 2295 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11450 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81026896.000000 Penalty: 85805.187500
Iteration 144Q: 44 clusters Score -8.10269e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 41228 members 
Mstep: Class 3 contains 4145 members 
Mstep: Class 4 contains 68071 members 
Mstep: Class 5 contains 11786 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33472 members 
Mstep: Class 8 contains 11116 members 
Mstep: Class 9 contains 26329 members 
Mstep: Class 10 contains 2377 members 
Mstep: Class 11 contains 25686 members 
Mstep: Class 12 contains 1568 members 
Mstep: Class 13 contains 3624 members 
Mstep: Class 14 contains 67443 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2734 members 
Mstep: Class 17 contains 9097 members 
Mstep: Class 18 contains 22729 members 
Mstep: Class 19 contains 7584 members 
Mstep: Class 20 contains 6945 members 
Mstep: Class 21 contains 21811 members 
Mstep: Class 22 contains 19324 members 
Mstep: Class 23 contains 18819 members 
Mstep: Class 24 contains 53409 members 
Mstep: Class 25 contains 2565 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6062 members 
Mstep: Class 28 contains 1062 members 
Mstep: Class 29 contains 9493 members 
Mstep: Class 30 contains 22034 members 
Mstep: Class 31 contains 10640 members 
Mstep: Class 32 contains 51855 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5740 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 57245 members 
Mstep: Class 39 contains 16168 members 
Mstep: Class 40 contains 2298 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11458 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027008.000000 Penalty: 85805.187500
Iteration 145Q: 44 clusters Score -8.102701e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 41198 members 
Mstep: Class 3 contains 4152 members 
Mstep: Class 4 contains 68137 members 
Mstep: Class 5 contains 11775 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33479 members 
Mstep: Class 8 contains 11113 members 
Mstep: Class 9 contains 26327 members 
Mstep: Class 10 contains 2363 members 
Mstep: Class 11 contains 25686 members 
Mstep: Class 12 contains 1568 members 
Mstep: Class 13 contains 3713 members 
Mstep: Class 14 contains 67447 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2734 members 
Mstep: Class 17 contains 9098 members 
Mstep: Class 18 contains 22718 members 
Mstep: Class 19 contains 7588 members 
Mstep: Class 20 contains 6945 members 
Mstep: Class 21 contains 21810 members 
Mstep: Class 22 contains 19310 members 
Mstep: Class 23 contains 18819 members 
Mstep: Class 24 contains 53438 members 
Mstep: Class 25 contains 2565 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6065 members 
Mstep: Class 28 contains 1062 members 
Mstep: Class 29 contains 9493 members 
Mstep: Class 30 contains 22034 members 
Mstep: Class 31 contains 10664 members 
Mstep: Class 32 contains 51730 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5740 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 57217 members 
Mstep: Class 39 contains 16168 members 
Mstep: Class 40 contains 2299 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11469 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027136.000000 Penalty: 85805.187500
Iteration 146Q: 44 clusters Score -8.102714e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 41184 members 
Mstep: Class 3 contains 4162 members 
Mstep: Class 4 contains 68238 members 
Mstep: Class 5 contains 11761 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33489 members 
Mstep: Class 8 contains 11113 members 
Mstep: Class 9 contains 26324 members 
Mstep: Class 10 contains 2354 members 
Mstep: Class 11 contains 25683 members 
Mstep: Class 12 contains 1567 members 
Mstep: Class 13 contains 3787 members 
Mstep: Class 14 contains 67448 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2734 members 
Mstep: Class 17 contains 9098 members 
Mstep: Class 18 contains 22702 members 
Mstep: Class 19 contains 7589 members 
Mstep: Class 20 contains 6945 members 
Mstep: Class 21 contains 21810 members 
Mstep: Class 22 contains 19309 members 
Mstep: Class 23 contains 18818 members 
Mstep: Class 24 contains 53453 members 
Mstep: Class 25 contains 2565 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6065 members 
Mstep: Class 28 contains 1062 members 
Mstep: Class 29 contains 9493 members 
Mstep: Class 30 contains 22034 members 
Mstep: Class 31 contains 10681 members 
Mstep: Class 32 contains 51599 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5740 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 57189 members 
Mstep: Class 39 contains 16168 members 
Mstep: Class 40 contains 2300 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11478 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027312.000000 Penalty: 85805.187500
Iteration 147Q: 44 clusters Score -8.102731e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 41150 members 
Mstep: Class 3 contains 4170 members 
Mstep: Class 4 contains 68322 members 
Mstep: Class 5 contains 11751 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33500 members 
Mstep: Class 8 contains 11113 members 
Mstep: Class 9 contains 26325 members 
Mstep: Class 10 contains 2344 members 
Mstep: Class 11 contains 25681 members 
Mstep: Class 12 contains 1567 members 
Mstep: Class 13 contains 3855 members 
Mstep: Class 14 contains 67445 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2734 members 
Mstep: Class 17 contains 9098 members 
Mstep: Class 18 contains 22688 members 
Mstep: Class 19 contains 7592 members 
Mstep: Class 20 contains 6944 members 
Mstep: Class 21 contains 21810 members 
Mstep: Class 22 contains 19313 members 
Mstep: Class 23 contains 18818 members 
Mstep: Class 24 contains 53488 members 
Mstep: Class 25 contains 2565 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6064 members 
Mstep: Class 28 contains 1062 members 
Mstep: Class 29 contains 9494 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 10697 members 
Mstep: Class 32 contains 51464 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 57168 members 
Mstep: Class 39 contains 16168 members 
Mstep: Class 40 contains 2300 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11491 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027368.000000 Penalty: 85805.187500
Iteration 148Q: 44 clusters Score -8.102737e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 41123 members 
Mstep: Class 3 contains 4172 members 
Mstep: Class 4 contains 68411 members 
Mstep: Class 5 contains 11741 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33515 members 
Mstep: Class 8 contains 11112 members 
Mstep: Class 9 contains 26325 members 
Mstep: Class 10 contains 2348 members 
Mstep: Class 11 contains 25675 members 
Mstep: Class 12 contains 1567 members 
Mstep: Class 13 contains 3927 members 
Mstep: Class 14 contains 67443 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2736 members 
Mstep: Class 17 contains 9097 members 
Mstep: Class 18 contains 22678 members 
Mstep: Class 19 contains 7593 members 
Mstep: Class 20 contains 6944 members 
Mstep: Class 21 contains 21810 members 
Mstep: Class 22 contains 19308 members 
Mstep: Class 23 contains 18818 members 
Mstep: Class 24 contains 53518 members 
Mstep: Class 25 contains 2566 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6062 members 
Mstep: Class 28 contains 1062 members 
Mstep: Class 29 contains 9495 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 10714 members 
Mstep: Class 32 contains 51337 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 57140 members 
Mstep: Class 39 contains 16168 members 
Mstep: Class 40 contains 2300 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11499 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027464.000000 Penalty: 85805.187500
Iteration 149Q: 44 clusters Score -8.102746e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 41094 members 
Mstep: Class 3 contains 4177 members 
Mstep: Class 4 contains 68512 members 
Mstep: Class 5 contains 11736 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33522 members 
Mstep: Class 8 contains 11111 members 
Mstep: Class 9 contains 26327 members 
Mstep: Class 10 contains 2349 members 
Mstep: Class 11 contains 25676 members 
Mstep: Class 12 contains 1567 members 
Mstep: Class 13 contains 3979 members 
Mstep: Class 14 contains 67444 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2736 members 
Mstep: Class 17 contains 9097 members 
Mstep: Class 18 contains 22660 members 
Mstep: Class 19 contains 7593 members 
Mstep: Class 20 contains 6944 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19298 members 
Mstep: Class 23 contains 18817 members 
Mstep: Class 24 contains 53560 members 
Mstep: Class 25 contains 2567 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6058 members 
Mstep: Class 28 contains 1062 members 
Mstep: Class 29 contains 9495 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 10735 members 
Mstep: Class 32 contains 51196 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 57116 members 
Mstep: Class 39 contains 16168 members 
Mstep: Class 40 contains 2300 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11505 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027336.000000 Penalty: 85805.187500
Iteration 150Q: 44 clusters Score -8.102734e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 41065 members 
Mstep: Class 3 contains 4180 members 
Mstep: Class 4 contains 68616 members 
Mstep: Class 5 contains 11726 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33535 members 
Mstep: Class 8 contains 11110 members 
Mstep: Class 9 contains 26327 members 
Mstep: Class 10 contains 2352 members 
Mstep: Class 11 contains 25674 members 
Mstep: Class 12 contains 1567 members 
Mstep: Class 13 contains 4021 members 
Mstep: Class 14 contains 67447 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2738 members 
Mstep: Class 17 contains 9097 members 
Mstep: Class 18 contains 22644 members 
Mstep: Class 19 contains 7592 members 
Mstep: Class 20 contains 6944 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19292 members 
Mstep: Class 23 contains 18817 members 
Mstep: Class 24 contains 53609 members 
Mstep: Class 25 contains 2567 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6056 members 
Mstep: Class 28 contains 1062 members 
Mstep: Class 29 contains 9495 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 10750 members 
Mstep: Class 32 contains 51064 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 57080 members 
Mstep: Class 39 contains 16168 members 
Mstep: Class 40 contains 2302 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11512 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027280.000000 Penalty: 85805.187500
Iteration 151Q: 44 clusters Score -8.102728e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 41034 members 
Mstep: Class 3 contains 4186 members 
Mstep: Class 4 contains 68699 members 
Mstep: Class 5 contains 11722 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33550 members 
Mstep: Class 8 contains 11109 members 
Mstep: Class 9 contains 26328 members 
Mstep: Class 10 contains 2351 members 
Mstep: Class 11 contains 25663 members 
Mstep: Class 12 contains 1567 members 
Mstep: Class 13 contains 4063 members 
Mstep: Class 14 contains 67446 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2740 members 
Mstep: Class 17 contains 9098 members 
Mstep: Class 18 contains 22629 members 
Mstep: Class 19 contains 7596 members 
Mstep: Class 20 contains 6944 members 
Mstep: Class 21 contains 21810 members 
Mstep: Class 22 contains 19285 members 
Mstep: Class 23 contains 18817 members 
Mstep: Class 24 contains 53663 members 
Mstep: Class 25 contains 2567 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6058 members 
Mstep: Class 28 contains 1060 members 
Mstep: Class 29 contains 9495 members 
Mstep: Class 30 contains 22034 members 
Mstep: Class 31 contains 10770 members 
Mstep: Class 32 contains 50940 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 57046 members 
Mstep: Class 39 contains 16168 members 
Mstep: Class 40 contains 2302 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11518 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027328.000000 Penalty: 85805.187500
Iteration 152Q: 44 clusters Score -8.102733e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 41015 members 
Mstep: Class 3 contains 4186 members 
Mstep: Class 4 contains 68760 members 
Mstep: Class 5 contains 11718 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33561 members 
Mstep: Class 8 contains 11108 members 
Mstep: Class 9 contains 26327 members 
Mstep: Class 10 contains 2357 members 
Mstep: Class 11 contains 25657 members 
Mstep: Class 12 contains 1567 members 
Mstep: Class 13 contains 4114 members 
Mstep: Class 14 contains 67448 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2741 members 
Mstep: Class 17 contains 9100 members 
Mstep: Class 18 contains 22609 members 
Mstep: Class 19 contains 7597 members 
Mstep: Class 20 contains 6943 members 
Mstep: Class 21 contains 21810 members 
Mstep: Class 22 contains 19272 members 
Mstep: Class 23 contains 18817 members 
Mstep: Class 24 contains 53694 members 
Mstep: Class 25 contains 2567 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6057 members 
Mstep: Class 28 contains 1059 members 
Mstep: Class 29 contains 9495 members 
Mstep: Class 30 contains 22035 members 
Mstep: Class 31 contains 10782 members 
Mstep: Class 32 contains 50852 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 57026 members 
Mstep: Class 39 contains 16169 members 
Mstep: Class 40 contains 2302 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11523 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027376.000000 Penalty: 85805.187500
Iteration 153Q: 44 clusters Score -8.102738e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 40997 members 
Mstep: Class 3 contains 4187 members 
Mstep: Class 4 contains 68811 members 
Mstep: Class 5 contains 11713 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33580 members 
Mstep: Class 8 contains 11108 members 
Mstep: Class 9 contains 26328 members 
Mstep: Class 10 contains 2358 members 
Mstep: Class 11 contains 25655 members 
Mstep: Class 12 contains 1567 members 
Mstep: Class 13 contains 4171 members 
Mstep: Class 14 contains 67446 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2739 members 
Mstep: Class 17 contains 9100 members 
Mstep: Class 18 contains 22599 members 
Mstep: Class 19 contains 7597 members 
Mstep: Class 20 contains 6943 members 
Mstep: Class 21 contains 21810 members 
Mstep: Class 22 contains 19255 members 
Mstep: Class 23 contains 18816 members 
Mstep: Class 24 contains 53718 members 
Mstep: Class 25 contains 2567 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6056 members 
Mstep: Class 28 contains 1059 members 
Mstep: Class 29 contains 9495 members 
Mstep: Class 30 contains 22035 members 
Mstep: Class 31 contains 10799 members 
Mstep: Class 32 contains 50755 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 57012 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2302 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11530 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027376.000000 Penalty: 85805.187500
Iteration 154Q: 44 clusters Score -8.102738e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 40981 members 
Mstep: Class 3 contains 4187 members 
Mstep: Class 4 contains 68846 members 
Mstep: Class 5 contains 11707 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33591 members 
Mstep: Class 8 contains 11108 members 
Mstep: Class 9 contains 26331 members 
Mstep: Class 10 contains 2361 members 
Mstep: Class 11 contains 25649 members 
Mstep: Class 12 contains 1567 members 
Mstep: Class 13 contains 4208 members 
Mstep: Class 14 contains 67448 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2738 members 
Mstep: Class 17 contains 9101 members 
Mstep: Class 18 contains 22586 members 
Mstep: Class 19 contains 7595 members 
Mstep: Class 20 contains 6943 members 
Mstep: Class 21 contains 21810 members 
Mstep: Class 22 contains 19257 members 
Mstep: Class 23 contains 18816 members 
Mstep: Class 24 contains 53758 members 
Mstep: Class 25 contains 2567 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6056 members 
Mstep: Class 28 contains 1059 members 
Mstep: Class 29 contains 9495 members 
Mstep: Class 30 contains 22035 members 
Mstep: Class 31 contains 10812 members 
Mstep: Class 32 contains 50654 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 57008 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2303 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11536 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027584.000000 Penalty: 85805.187500
Iteration 155Q: 44 clusters Score -8.102758e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 40968 members 
Mstep: Class 3 contains 4187 members 
Mstep: Class 4 contains 68873 members 
Mstep: Class 5 contains 11704 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33602 members 
Mstep: Class 8 contains 11108 members 
Mstep: Class 9 contains 26328 members 
Mstep: Class 10 contains 2361 members 
Mstep: Class 11 contains 25651 members 
Mstep: Class 12 contains 1567 members 
Mstep: Class 13 contains 4246 members 
Mstep: Class 14 contains 67449 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2738 members 
Mstep: Class 17 contains 9100 members 
Mstep: Class 18 contains 22571 members 
Mstep: Class 19 contains 7594 members 
Mstep: Class 20 contains 6943 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19249 members 
Mstep: Class 23 contains 18818 members 
Mstep: Class 24 contains 53801 members 
Mstep: Class 25 contains 2567 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6058 members 
Mstep: Class 28 contains 1059 members 
Mstep: Class 29 contains 9495 members 
Mstep: Class 30 contains 22035 members 
Mstep: Class 31 contains 10826 members 
Mstep: Class 32 contains 50583 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 56983 members 
Mstep: Class 39 contains 16171 members 
Mstep: Class 40 contains 2304 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11543 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027616.000000 Penalty: 85805.187500
Iteration 156Q: 44 clusters Score -8.102762e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 40953 members 
Mstep: Class 3 contains 4188 members 
Mstep: Class 4 contains 68899 members 
Mstep: Class 5 contains 11704 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33616 members 
Mstep: Class 8 contains 11108 members 
Mstep: Class 9 contains 26327 members 
Mstep: Class 10 contains 2364 members 
Mstep: Class 11 contains 25651 members 
Mstep: Class 12 contains 1567 members 
Mstep: Class 13 contains 4264 members 
Mstep: Class 14 contains 67449 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2738 members 
Mstep: Class 17 contains 9101 members 
Mstep: Class 18 contains 22553 members 
Mstep: Class 19 contains 7594 members 
Mstep: Class 20 contains 6943 members 
Mstep: Class 21 contains 21810 members 
Mstep: Class 22 contains 19234 members 
Mstep: Class 23 contains 18819 members 
Mstep: Class 24 contains 53862 members 
Mstep: Class 25 contains 2567 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6058 members 
Mstep: Class 28 contains 1059 members 
Mstep: Class 29 contains 9495 members 
Mstep: Class 30 contains 22034 members 
Mstep: Class 31 contains 10838 members 
Mstep: Class 32 contains 50512 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 56966 members 
Mstep: Class 39 contains 16171 members 
Mstep: Class 40 contains 2304 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11547 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027544.000000 Penalty: 85805.187500
Iteration 157Q: 44 clusters Score -8.102754e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 40935 members 
Mstep: Class 3 contains 4189 members 
Mstep: Class 4 contains 68920 members 
Mstep: Class 5 contains 11701 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33628 members 
Mstep: Class 8 contains 11109 members 
Mstep: Class 9 contains 26327 members 
Mstep: Class 10 contains 2364 members 
Mstep: Class 11 contains 25653 members 
Mstep: Class 12 contains 1567 members 
Mstep: Class 13 contains 4289 members 
Mstep: Class 14 contains 67449 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2738 members 
Mstep: Class 17 contains 9100 members 
Mstep: Class 18 contains 22539 members 
Mstep: Class 19 contains 7595 members 
Mstep: Class 20 contains 6943 members 
Mstep: Class 21 contains 21810 members 
Mstep: Class 22 contains 19220 members 
Mstep: Class 23 contains 18819 members 
Mstep: Class 24 contains 53916 members 
Mstep: Class 25 contains 2567 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6057 members 
Mstep: Class 28 contains 1059 members 
Mstep: Class 29 contains 9495 members 
Mstep: Class 30 contains 22034 members 
Mstep: Class 31 contains 10848 members 
Mstep: Class 32 contains 50430 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 56971 members 
Mstep: Class 39 contains 16171 members 
Mstep: Class 40 contains 2304 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11555 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027568.000000 Penalty: 85805.187500
Iteration 158Q: 44 clusters Score -8.102757e+07 nChanged 306
Entering ConstructFrom: 
Score: -81027568.000000 Penalty: 85805.187500
Entering ConstructFrom: 
Trying to split cluster 1 (6651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Entering Unmasked Estep 
Score: -797322.562500 Penalty: 1309.815430
	Iteration 0F: 2 clusters Score -797322.6 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 3220 members 
Entering Unmasked Estep 
Score: -792681.812500 Penalty: 2619.630859
	Iteration 0F: 3 clusters Score -792681.8 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -794119.937500 Penalty: 2619.630859
	Iteration 1F: 3 clusters Score -794119.9 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -794414.125000 Penalty: 2619.630859
	Iteration 2F: 3 clusters Score -794414.1 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -794612.312500 Penalty: 2619.630859
	Iteration 3F: 3 clusters Score -794612.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -794773.125000 Penalty: 2619.630859
	Iteration 4Q: 3 clusters Score -794773.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -794919.937500 Penalty: 2619.630859
	Iteration 5Q: 3 clusters Score -794919.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -795045.437500 Penalty: 2619.630859
	Iteration 6Q: 3 clusters Score -795045.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -795155.187500 Penalty: 2619.630859
	Iteration 7Q: 3 clusters Score -795155.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -795268.750000 Penalty: 2619.630859
	Iteration 8Q: 3 clusters Score -795268.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -795373.750000 Penalty: 2619.630859
	Iteration 9Q: 3 clusters Score -795373.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -795490.750000 Penalty: 2619.630859
	Iteration 10Q: 3 clusters Score -795490.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -795601.687500 Penalty: 2619.630859
	Iteration 11Q: 3 clusters Score -795601.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -795704.500000 Penalty: 2619.630859
	Iteration 12Q: 3 clusters Score -795704.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -795780.750000 Penalty: 2619.630859
	Iteration 13Q: 3 clusters Score -795780.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -795860.875000 Penalty: 2619.630859
	Iteration 14Q: 3 clusters Score -795860.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -795959.000000 Penalty: 2619.630859
	Iteration 15Q: 3 clusters Score -795959 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -796057.312500 Penalty: 2619.630859
	Iteration 16Q: 3 clusters Score -796057.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -796150.250000 Penalty: 2619.630859
	Iteration 17Q: 3 clusters Score -796150.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -796248.250000 Penalty: 2619.630859
	Iteration 18Q: 3 clusters Score -796248.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -796306.062500 Penalty: 2619.630859
	Iteration 19Q: 3 clusters Score -796306.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -796355.125000 Penalty: 2619.630859
	Iteration 20F: 3 clusters Score -796355.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -796381.562500 Penalty: 2619.630859
	Iteration 21Q: 3 clusters Score -796381.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -796399.750000 Penalty: 2619.630859
	Iteration 22Q: 3 clusters Score -796399.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -796412.125000 Penalty: 2619.630859
	Iteration 23Q: 3 clusters Score -796412.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -796421.062500 Penalty: 2619.630859
	Iteration 24Q: 3 clusters Score -796421.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -796425.687500 Penalty: 2619.630859
	Iteration 25Q: 3 clusters Score -796425.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -796429.187500 Penalty: 2619.630859
	Iteration 26Q: 3 clusters Score -796429.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -796434.062500 Penalty: 2619.630859
	Iteration 27Q: 3 clusters Score -796434.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -796438.000000 Penalty: 2619.630859
	Iteration 28Q: 3 clusters Score -796438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -796440.187500 Penalty: 2619.630859
	Iteration 29Q: 3 clusters Score -796440.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -796439.562500 Penalty: 2619.630859
	Iteration 30Q: 3 clusters Score -796439.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -796439.187500 Penalty: 2619.630859
	Iteration 31Q: 3 clusters Score -796439.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -796439.187500 Penalty: 2619.630859
	Iteration 32F: 3 clusters Score -796439.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (40928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40928 members 
Entering Unmasked Estep 
Score: -5030155.500000 Penalty: 1580.192017
	Iteration 0F: 2 clusters Score -5030156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
Score: -5003640.500000 Penalty: 3160.384033
	Iteration 0F: 3 clusters Score -5003640 nChanged 18691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 21256 members 
Entering Unmasked Estep 
Score: -5013899.500000 Penalty: 3160.384033
	Iteration 1F: 3 clusters Score -5013900 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 21770 members 
Entering Unmasked Estep 
Score: -5014476.500000 Penalty: 3160.384033
	Iteration 2Q: 3 clusters Score -5014476 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 22477 members 
Entering Unmasked Estep 
Score: -5015036.500000 Penalty: 3160.384033
	Iteration 3Q: 3 clusters Score -5015036 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
Score: -5015695.000000 Penalty: 3160.384033
	Iteration 4Q: 3 clusters Score -5015695 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 24804 members 
Entering Unmasked Estep 
Score: -5016488.000000 Penalty: 3160.384033
	Iteration 5Q: 3 clusters Score -5016488 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 26564 members 
Entering Unmasked Estep 
Score: -5017537.000000 Penalty: 3160.384033
	Iteration 6F: 3 clusters Score -5017537 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 28785 members 
Entering Unmasked Estep 
Score: -5019043.500000 Penalty: 3160.384033
	Iteration 7F: 3 clusters Score -5019044 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 31366 members 
Entering Unmasked Estep 
Score: -5021035.500000 Penalty: 3160.384033
	Iteration 8F: 3 clusters Score -5021036 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 34026 members 
Entering Unmasked Estep 
Score: -5023294.500000 Penalty: 3160.384033
	Iteration 9F: 3 clusters Score -5023294 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 36396 members 
Entering Unmasked Estep 
Score: -5025398.500000 Penalty: 3160.384033
	Iteration 10F: 3 clusters Score -5025398 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 38129 members 
Entering Unmasked Estep 
Score: -5026898.000000 Penalty: 3160.384033
	Iteration 11Q: 3 clusters Score -5026898 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 39176 members 
Entering Unmasked Estep 
Score: -5027856.500000 Penalty: 3160.384033
	Iteration 12Q: 3 clusters Score -5027856 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 39784 members 
Entering Unmasked Estep 
Score: -5028390.500000 Penalty: 3160.384033
	Iteration 13Q: 3 clusters Score -5028390 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 40060 members 
Entering Unmasked Estep 
Score: -5028607.000000 Penalty: 3160.384033
	Iteration 14Q: 3 clusters Score -5028607 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 40198 members 
Entering Unmasked Estep 
Score: -5028728.000000 Penalty: 3160.384033
	Iteration 15Q: 3 clusters Score -5028728 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 40287 members 
Entering Unmasked Estep 
Score: -5028821.500000 Penalty: 3160.384033
	Iteration 16Q: 3 clusters Score -5028822 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 40334 members 
Entering Unmasked Estep 
Score: -5028881.500000 Penalty: 3160.384033
	Iteration 17Q: 3 clusters Score -5028882 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 40369 members 
Entering Unmasked Estep 
Score: -5028920.000000 Penalty: 3160.384033
	Iteration 18Q: 3 clusters Score -5028920 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 40389 members 
Entering Unmasked Estep 
Score: -5028944.500000 Penalty: 3160.384033
	Iteration 19Q: 3 clusters Score -5028944 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 40400 members 
Entering Unmasked Estep 
Score: -5028958.500000 Penalty: 3160.384033
	Iteration 20F: 3 clusters Score -5028958 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 40408 members 
Entering Unmasked Estep 
Score: -5028957.500000 Penalty: 3160.384033
	Iteration 21Q: 3 clusters Score -5028958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 40412 members 
Entering Unmasked Estep 
Score: -5028963.000000 Penalty: 3160.384033
	Iteration 22Q: 3 clusters Score -5028963 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 40413 members 
Entering Unmasked Estep 
Score: -5028972.500000 Penalty: 3160.384033
	Iteration 23Q: 3 clusters Score -5028972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 40419 members 
Entering Unmasked Estep 
Score: -5028975.000000 Penalty: 3160.384033
	Iteration 24Q: 3 clusters Score -5028975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 40421 members 
Entering Unmasked Estep 
Score: -5028974.000000 Penalty: 3160.384033
	Iteration 25Q: 3 clusters Score -5028974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 40424 members 
Entering Unmasked Estep 
Score: -5028980.000000 Penalty: 3160.384033
	Iteration 26Q: 3 clusters Score -5028980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 40423 members 
Entering Unmasked Estep 
Score: -5028981.000000 Penalty: 3160.384033
	Iteration 27Q: 3 clusters Score -5028981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 40423 members 
Entering Unmasked Estep 
Score: -5028980.000000 Penalty: 3160.384033
	Iteration 28Q: 3 clusters Score -5028980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 40424 members 
Entering Unmasked Estep 
Score: -5028982.500000 Penalty: 3160.384033
	Iteration 29Q: 3 clusters Score -5028982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 40425 members 
Entering Unmasked Estep 
Score: -5028981.500000 Penalty: 3160.384033
	Iteration 30Q: 3 clusters Score -5028982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 40427 members 
Entering Unmasked Estep 
Score: -5028983.000000 Penalty: 3160.384033
	Iteration 31Q: 3 clusters Score -5028983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 40429 members 
Entering Unmasked Estep 
Score: -5028988.500000 Penalty: 3160.384033
	Iteration 32Q: 3 clusters Score -5028988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 40429 members 
Entering Unmasked Estep 
Score: -5028988.500000 Penalty: 3160.384033
	Iteration 33F: 3 clusters Score -5028988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Entering Unmasked Estep 
Score: -487995.656250 Penalty: 1241.059937
	Iteration 0F: 2 clusters Score -487995.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -484791.343750 Penalty: 2482.119873
	Iteration 0F: 3 clusters Score -484791.3 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -485707.812500 Penalty: 2482.119873
	Iteration 1F: 3 clusters Score -485707.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -485911.343750 Penalty: 2482.119873
	Iteration 2F: 3 clusters Score -485911.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -486051.406250 Penalty: 2482.119873
	Iteration 3F: 3 clusters Score -486051.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -486152.937500 Penalty: 2482.119873
	Iteration 4Q: 3 clusters Score -486152.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -486267.468750 Penalty: 2482.119873
	Iteration 5Q: 3 clusters Score -486267.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -486374.875000 Penalty: 2482.119873
	Iteration 6Q: 3 clusters Score -486374.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -486503.718750 Penalty: 2482.119873
	Iteration 7Q: 3 clusters Score -486503.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -486678.343750 Penalty: 2482.119873
	Iteration 8Q: 3 clusters Score -486678.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -486812.062500 Penalty: 2482.119873
	Iteration 9Q: 3 clusters Score -486812.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -486910.125000 Penalty: 2482.119873
	Iteration 10Q: 3 clusters Score -486910.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -486982.093750 Penalty: 2482.119873
	Iteration 11Q: 3 clusters Score -486982.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -487043.062500 Penalty: 2482.119873
	Iteration 12Q: 3 clusters Score -487043.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -487088.781250 Penalty: 2482.119873
	Iteration 13Q: 3 clusters Score -487088.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -487127.562500 Penalty: 2482.119873
	Iteration 14Q: 3 clusters Score -487127.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -487156.093750 Penalty: 2482.119873
	Iteration 15Q: 3 clusters Score -487156.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -487185.562500 Penalty: 2482.119873
	Iteration 16Q: 3 clusters Score -487185.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -487220.000000 Penalty: 2482.119873
	Iteration 17Q: 3 clusters Score -487220 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -487248.093750 Penalty: 2482.119873
	Iteration 18Q: 3 clusters Score -487248.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -487278.125000 Penalty: 2482.119873
	Iteration 19Q: 3 clusters Score -487278.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -487297.937500 Penalty: 2482.119873
	Iteration 20F: 3 clusters Score -487297.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -487312.562500 Penalty: 2482.119873
	Iteration 21Q: 3 clusters Score -487312.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -487325.968750 Penalty: 2482.119873
	Iteration 22Q: 3 clusters Score -487326 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -487337.250000 Penalty: 2482.119873
	Iteration 23Q: 3 clusters Score -487337.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -487348.875000 Penalty: 2482.119873
	Iteration 24Q: 3 clusters Score -487348.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -487355.750000 Penalty: 2482.119873
	Iteration 25Q: 3 clusters Score -487355.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -487367.281250 Penalty: 2482.119873
	Iteration 26Q: 3 clusters Score -487367.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -487375.593750 Penalty: 2482.119873
	Iteration 27Q: 3 clusters Score -487375.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -487386.656250 Penalty: 2482.119873
	Iteration 28Q: 3 clusters Score -487386.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -487401.031250 Penalty: 2482.119873
	Iteration 29Q: 3 clusters Score -487401 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -487415.250000 Penalty: 2482.119873
	Iteration 30Q: 3 clusters Score -487415.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -487430.218750 Penalty: 2482.119873
	Iteration 31Q: 3 clusters Score -487430.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -487443.031250 Penalty: 2482.119873
	Iteration 32Q: 3 clusters Score -487443 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -487451.437500 Penalty: 2482.119873
	Iteration 33Q: 3 clusters Score -487451.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -487458.812500 Penalty: 2482.119873
	Iteration 34Q: 3 clusters Score -487458.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -487465.375000 Penalty: 2482.119873
	Iteration 35Q: 3 clusters Score -487465.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -487470.875000 Penalty: 2482.119873
	Iteration 36Q: 3 clusters Score -487470.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -487475.500000 Penalty: 2482.119873
	Iteration 37Q: 3 clusters Score -487475.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -487478.093750 Penalty: 2482.119873
	Iteration 38Q: 3 clusters Score -487478.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -487479.343750 Penalty: 2482.119873
	Iteration 39Q: 3 clusters Score -487479.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -487480.906250 Penalty: 2482.119873
	Iteration 40F: 3 clusters Score -487480.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -487483.625000 Penalty: 2482.119873
	Iteration 41Q: 3 clusters Score -487483.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -487484.593750 Penalty: 2482.119873
	Iteration 42Q: 3 clusters Score -487484.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -487484.593750 Penalty: 2482.119873
	Iteration 43F: 3 clusters Score -487484.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (68958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68958 members 
Entering Unmasked Estep 
Score: -8668521.000000 Penalty: 1657.818359
	Iteration 0F: 2 clusters Score -8668521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34350 members 
Mstep: Class 2 contains 34608 members 
Entering Unmasked Estep 
Score: -8626489.000000 Penalty: 3315.636719
	Iteration 0F: 3 clusters Score -8626489 nChanged 32126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34016 members 
Mstep: Class 2 contains 34942 members 
Entering Unmasked Estep 
Score: -8645483.000000 Penalty: 3315.636719
	Iteration 1F: 3 clusters Score -8645483 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34178 members 
Mstep: Class 2 contains 34780 members 
Entering Unmasked Estep 
Score: -8647141.000000 Penalty: 3315.636719
	Iteration 2Q: 3 clusters Score -8647141 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34561 members 
Mstep: Class 2 contains 34397 members 
Entering Unmasked Estep 
Score: -8649535.000000 Penalty: 3315.636719
	Iteration 3F: 3 clusters Score -8649535 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35308 members 
Mstep: Class 2 contains 33650 members 
Entering Unmasked Estep 
Score: -8652549.000000 Penalty: 3315.636719
	Iteration 4F: 3 clusters Score -8652549 nChanged 4912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36424 members 
Mstep: Class 2 contains 32534 members 
Entering Unmasked Estep 
Score: -8655799.000000 Penalty: 3315.636719
	Iteration 5F: 3 clusters Score -8655799 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37564 members 
Mstep: Class 2 contains 31394 members 
Entering Unmasked Estep 
Score: -8658508.000000 Penalty: 3315.636719
	Iteration 6F: 3 clusters Score -8658508 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38615 members 
Mstep: Class 2 contains 30343 members 
Entering Unmasked Estep 
Score: -8660636.000000 Penalty: 3315.636719
	Iteration 7F: 3 clusters Score -8660636 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39572 members 
Mstep: Class 2 contains 29386 members 
Entering Unmasked Estep 
Score: -8662544.000000 Penalty: 3315.636719
	Iteration 8Q: 3 clusters Score -8662544 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40501 members 
Mstep: Class 2 contains 28457 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -8664348 nChanged 2522
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41417 members 
Mstep: Class 2 contains 27541 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -8666009 nChanged 2116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42141 members 
Mstep: Class 2 contains 26817 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -8667193 nChanged 1543
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42712 members 
Mstep: Class 2 contains 26246 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -8667807 nChanged 1013
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43105 members 
Mstep: Class 2 contains 25853 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -8668089 nChanged 700
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Mstep: Class 1 contains 43405 members 
Mstep: Class 2 contains 25553 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -8668198 nChanged 580
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Mstep: Class 1 contains 43707 members 
Mstep: Class 2 contains 25251 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -8668280 nChanged 452
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43955 members 
Mstep: Class 2 contains 25003 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -8668347 nChanged 359
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Mstep: Class 1 contains 44164 members 
Mstep: Class 2 contains 24794 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -8668369 nChanged 289
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Mstep: Class 1 contains 44343 members 
Mstep: Class 2 contains 24615 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -8668380 nChanged 224
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Mstep: Class 1 contains 44503 members 
Mstep: Class 2 contains 24455 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -8668408 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44641 members 
Mstep: Class 2 contains 24317 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -8668392 nChanged 194
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Mstep: Class 1 contains 44797 members 
Mstep: Class 2 contains 24161 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -8668414 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44939 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -8668444 nChanged 153
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45076 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -8668461 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45204 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -8668449 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45303 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8668443 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45392 members 
Mstep: Class 2 contains 23566 members 
Entering Unmasked Estep 
Score: -8668459.000000 Penalty: 3315.636719
	Iteration 26Q: 3 clusters Score -8668459 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45477 members 
Mstep: Class 2 contains 23481 members 
Entering Unmasked Estep 
Score: -8668429.000000 Penalty: 3315.636719
	Iteration 27Q: 3 clusters Score -8668429 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45550 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
Score: -8668430.000000 Penalty: 3315.636719
	Iteration 28Q: 3 clusters Score -8668430 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45609 members 
Mstep: Class 2 contains 23349 members 
Entering Unmasked Estep 
Score: -8668439.000000 Penalty: 3315.636719
	Iteration 29Q: 3 clusters Score -8668439 nChanged 48
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Mstep: Class 1 contains 45655 members 
Mstep: Class 2 contains 23303 members 
Entering Unmasked Estep 
Score: -8668437.000000 Penalty: 3315.636719
	Iteration 30Q: 3 clusters Score -8668437 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45697 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8668441 nChanged 43
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Mstep: Class 1 contains 45740 members 
Mstep: Class 2 contains 23218 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8668444 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45766 members 
Mstep: Class 2 contains 23192 members 
Entering Unmasked Estep 
Score: -8668445.000000 Penalty: 3315.636719
	Iteration 33Q: 3 clusters Score -8668445 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45796 members 
Mstep: Class 2 contains 23162 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8668441 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45827 members 
Mstep: Class 2 contains 23131 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8668443 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45858 members 
Mstep: Class 2 contains 23100 members 
Entering Unmasked Estep 
Score: -8668432.000000 Penalty: 3315.636719
	Iteration 36Q: 3 clusters Score -8668432 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45884 members 
Mstep: Class 2 contains 23074 members 
Entering Unmasked Estep 
Score: -8668435.000000 Penalty: 3315.636719
	Iteration 37Q: 3 clusters Score -8668435 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45902 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -8668440.000000 Penalty: 3315.636719
	Iteration 38Q: 3 clusters Score -8668440 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45924 members 
Mstep: Class 2 contains 23034 members 
Entering Unmasked Estep 
Score: -8668428.000000 Penalty: 3315.636719
	Iteration 39Q: 3 clusters Score -8668428 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45941 members 
Mstep: Class 2 contains 23017 members 
Entering Unmasked Estep 
Score: -8668431.000000 Penalty: 3315.636719
	Iteration 40F: 3 clusters Score -8668431 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45957 members 
Mstep: Class 2 contains 23001 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8668437 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45971 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8668434 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45991 members 
Mstep: Class 2 contains 22967 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8668434 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46014 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8668428 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46037 members 
Mstep: Class 2 contains 22921 members 
Entering Unmasked Estep 
Score: -8668417.000000 Penalty: 3315.636719
	Iteration 45Q: 3 clusters Score -8668417 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46056 members 
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Entering Unmasked Estep 
Score: -8668426.000000 Penalty: 3315.636719
	Iteration 46Q: 3 clusters Score -8668426 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46074 members 
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Entering Unmasked Estep 
Score: -8668430.000000 Penalty: 3315.636719
	Iteration 47Q: 3 clusters Score -8668430 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46091 members 
Mstep: Class 2 contains 22867 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8668437 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46113 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -8668432.000000 Penalty: 3315.636719
	Iteration 49Q: 3 clusters Score -8668432 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46141 members 
Mstep: Class 2 contains 22817 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8668428 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46168 members 
Mstep: Class 2 contains 22790 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8668428 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46190 members 
Mstep: Class 2 contains 22768 members 
Entering Unmasked Estep 
Score: -8668421.000000 Penalty: 3315.636719
	Iteration 52Q: 3 clusters Score -8668421 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46209 members 
Mstep: Class 2 contains 22749 members 
Entering Unmasked Estep 
Score: -8668427.000000 Penalty: 3315.636719
	Iteration 53Q: 3 clusters Score -8668427 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46230 members 
Mstep: Class 2 contains 22728 members 
Entering Unmasked Estep 
Score: -8668425.000000 Penalty: 3315.636719
	Iteration 54Q: 3 clusters Score -8668425 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46254 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -8668429.000000 Penalty: 3315.636719
	Iteration 55Q: 3 clusters Score -8668429 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46279 members 
Mstep: Class 2 contains 22679 members 
Entering Unmasked Estep 
Score: -8668434.000000 Penalty: 3315.636719
	Iteration 56Q: 3 clusters Score -8668434 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46309 members 
Mstep: Class 2 contains 22649 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8668428 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46341 members 
Mstep: Class 2 contains 22617 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8668427 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46366 members 
Mstep: Class 2 contains 22592 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8668429 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46395 members 
Mstep: Class 2 contains 22563 members 
Entering Unmasked Estep 
Score: -8668423.000000 Penalty: 3315.636719
	Iteration 60F: 3 clusters Score -8668423 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46428 members 
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Entering Unmasked Estep 
Score: -8668420.000000 Penalty: 3315.636719
	Iteration 61Q: 3 clusters Score -8668420 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46456 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8668420 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46484 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8668420 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46521 members 
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Entering Unmasked Estep 
Score: -8668416.000000 Penalty: 3315.636719
	Iteration 64Q: 3 clusters Score -8668416 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46544 members 
Mstep: Class 2 contains 22414 members 
Entering Unmasked Estep 
Score: -8668422.000000 Penalty: 3315.636719
	Iteration 65Q: 3 clusters Score -8668422 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46570 members 
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Entering Unmasked Estep 
Score: -8668418.000000 Penalty: 3315.636719
	Iteration 66Q: 3 clusters Score -8668418 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46595 members 
Mstep: Class 2 contains 22363 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8668414 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46617 members 
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Entering Unmasked Estep 
Score: -8668410.000000 Penalty: 3315.636719
	Iteration 68Q: 3 clusters Score -8668410 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46645 members 
Mstep: Class 2 contains 22313 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8668422 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46672 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
Score: -8668413.000000 Penalty: 3315.636719
	Iteration 70Q: 3 clusters Score -8668413 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46696 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
Score: -8668409.000000 Penalty: 3315.636719
	Iteration 71Q: 3 clusters Score -8668409 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46718 members 
Mstep: Class 2 contains 22240 members 
Entering Unmasked Estep 
Score: -8668407.000000 Penalty: 3315.636719
	Iteration 72Q: 3 clusters Score -8668407 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46743 members 
Mstep: Class 2 contains 22215 members 
Entering Unmasked Estep 
Score: -8668400.000000 Penalty: 3315.636719
	Iteration 73Q: 3 clusters Score -8668400 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46761 members 
Mstep: Class 2 contains 22197 members 
Entering Unmasked Estep 
Score: -8668402.000000 Penalty: 3315.636719
	Iteration 74Q: 3 clusters Score -8668402 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46777 members 
Mstep: Class 2 contains 22181 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8668400 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46789 members 
Mstep: Class 2 contains 22169 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8668400 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46804 members 
Mstep: Class 2 contains 22154 members 
Entering Unmasked Estep 
Score: -8668394.000000 Penalty: 3315.636719
	Iteration 77Q: 3 clusters Score -8668394 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46824 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -8668390.000000 Penalty: 3315.636719
	Iteration 78Q: 3 clusters Score -8668390 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46840 members 
Mstep: Class 2 contains 22118 members 
Entering Unmasked Estep 
Score: -8668399.000000 Penalty: 3315.636719
	Iteration 79Q: 3 clusters Score -8668399 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46865 members 
Mstep: Class 2 contains 22093 members 
Entering Unmasked Estep 
Score: -8668380.000000 Penalty: 3315.636719
	Iteration 80F: 3 clusters Score -8668380 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46890 members 
Mstep: Class 2 contains 22068 members 
Entering Unmasked Estep 
Score: -8668378.000000 Penalty: 3315.636719
	Iteration 81Q: 3 clusters Score -8668378 nChanged 25
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Mstep: Class 1 contains 46915 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8668378 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46942 members 
Mstep: Class 2 contains 22016 members 
Entering Unmasked Estep 
Score: -8668392.000000 Penalty: 3315.636719
	Iteration 83Q: 3 clusters Score -8668392 nChanged 30
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -8668396.000000 Penalty: 3315.636719
	Iteration 84Q: 3 clusters Score -8668396 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 2 contains 21953 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8668394 nChanged 35
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	Iteration 86Q: 3 clusters Score -8668382 nChanged 32
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8668391 nChanged 42
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8668388 nChanged 50
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8668382 nChanged 38
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Mstep: Class 1 contains 47198 members 
Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8668374 nChanged 38
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Mstep: Class 1 contains 47236 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8668367 nChanged 41
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8668364 nChanged 38
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	Iteration 93Q: 3 clusters Score -8668362 nChanged 40
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Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8668364 nChanged 35
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8668354 nChanged 31
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8668355 nChanged 43
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8668358 nChanged 28
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8668349 nChanged 25
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	Iteration 99Q: 3 clusters Score -8668349 nChanged 22
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8668349 nChanged 21
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8668352 nChanged 22
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8668358 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47590 members 
Mstep: Class 2 contains 21368 members 
Entering Unmasked Estep 
Score: -8668360.000000 Penalty: 3315.636719
	Iteration 103Q: 3 clusters Score -8668360 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47607 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -8668364.000000 Penalty: 3315.636719
	Iteration 104Q: 3 clusters Score -8668364 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47625 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -8668377.000000 Penalty: 3315.636719
	Iteration 105Q: 3 clusters Score -8668377 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47647 members 
Mstep: Class 2 contains 21311 members 
Entering Unmasked Estep 
Score: -8668369.000000 Penalty: 3315.636719
	Iteration 106Q: 3 clusters Score -8668369 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47661 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -8668377.000000 Penalty: 3315.636719
	Iteration 107Q: 3 clusters Score -8668377 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47671 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -8668382.000000 Penalty: 3315.636719
	Iteration 108Q: 3 clusters Score -8668382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47683 members 
Mstep: Class 2 contains 21275 members 
Entering Unmasked Estep 
Score: -8668383.000000 Penalty: 3315.636719
	Iteration 109Q: 3 clusters Score -8668383 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47692 members 
Mstep: Class 2 contains 21266 members 
Entering Unmasked Estep 
Score: -8668390.000000 Penalty: 3315.636719
	Iteration 110Q: 3 clusters Score -8668390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47696 members 
Mstep: Class 2 contains 21262 members 
Entering Unmasked Estep 
Score: -8668378.000000 Penalty: 3315.636719
	Iteration 111Q: 3 clusters Score -8668378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47703 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -8668382.000000 Penalty: 3315.636719
	Iteration 112Q: 3 clusters Score -8668382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47707 members 
Mstep: Class 2 contains 21251 members 
Entering Unmasked Estep 
Score: -8668377.000000 Penalty: 3315.636719
	Iteration 113Q: 3 clusters Score -8668377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47711 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -8668382.000000 Penalty: 3315.636719
	Iteration 114Q: 3 clusters Score -8668382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47712 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -8668389.000000 Penalty: 3315.636719
	Iteration 115Q: 3 clusters Score -8668389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47716 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
Score: -8668386.000000 Penalty: 3315.636719
	Iteration 116Q: 3 clusters Score -8668386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47718 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -8668383.000000 Penalty: 3315.636719
	Iteration 117Q: 3 clusters Score -8668383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47720 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -8668377.000000 Penalty: 3315.636719
	Iteration 118Q: 3 clusters Score -8668377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47720 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -8668377.000000 Penalty: 3315.636719
	Iteration 119F: 3 clusters Score -8668377 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (11697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Entering Unmasked Estep 
Score: -1397958.000000 Penalty: 1393.822632
	Iteration 0F: 2 clusters Score -1397958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1390104.500000 Penalty: 2787.645264
	Iteration 0F: 3 clusters Score -1390104 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1392789.750000 Penalty: 2787.645264
	Iteration 1F: 3 clusters Score -1392790 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1393135.125000 Penalty: 2787.645264
	Iteration 2F: 3 clusters Score -1393135 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1393503.375000 Penalty: 2787.645264
	Iteration 3F: 3 clusters Score -1393503 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1393886.000000 Penalty: 2787.645264
	Iteration 4F: 3 clusters Score -1393886 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1394314.875000 Penalty: 2787.645264
	Iteration 5F: 3 clusters Score -1394315 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1394837.375000 Penalty: 2787.645264
	Iteration 6F: 3 clusters Score -1394837 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1395415.125000 Penalty: 2787.645264
	Iteration 7F: 3 clusters Score -1395415 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1396001.875000 Penalty: 2787.645264
	Iteration 8F: 3 clusters Score -1396002 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1396523.000000 Penalty: 2787.645264
	Iteration 9F: 3 clusters Score -1396523 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1396904.250000 Penalty: 2787.645264
	Iteration 10Q: 3 clusters Score -1396904 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1397178.750000 Penalty: 2787.645264
	Iteration 11Q: 3 clusters Score -1397179 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1397340.500000 Penalty: 2787.645264
	Iteration 12Q: 3 clusters Score -1397340 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1397450.250000 Penalty: 2787.645264
	Iteration 13Q: 3 clusters Score -1397450 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1397513.000000 Penalty: 2787.645264
	Iteration 14Q: 3 clusters Score -1397513 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1397555.125000 Penalty: 2787.645264
	Iteration 15Q: 3 clusters Score -1397555 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1397577.750000 Penalty: 2787.645264
	Iteration 16Q: 3 clusters Score -1397578 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1397600.000000 Penalty: 2787.645264
	Iteration 17Q: 3 clusters Score -1397600 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1397620.625000 Penalty: 2787.645264
	Iteration 18Q: 3 clusters Score -1397621 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1397630.875000 Penalty: 2787.645264
	Iteration 19Q: 3 clusters Score -1397631 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1397637.000000 Penalty: 2787.645264
	Iteration 20F: 3 clusters Score -1397637 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1397644.125000 Penalty: 2787.645264
	Iteration 21Q: 3 clusters Score -1397644 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1397652.250000 Penalty: 2787.645264
	Iteration 22Q: 3 clusters Score -1397652 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1397661.375000 Penalty: 2787.645264
	Iteration 23Q: 3 clusters Score -1397661 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1397669.625000 Penalty: 2787.645264
	Iteration 24Q: 3 clusters Score -1397670 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1397677.250000 Penalty: 2787.645264
	Iteration 25Q: 3 clusters Score -1397677 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1397679.125000 Penalty: 2787.645264
	Iteration 26Q: 3 clusters Score -1397679 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1397679.750000 Penalty: 2787.645264
	Iteration 27Q: 3 clusters Score -1397680 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1397680.500000 Penalty: 2787.645264
	Iteration 28Q: 3 clusters Score -1397680 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1397684.125000 Penalty: 2787.645264
	Iteration 29Q: 3 clusters Score -1397684 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1397693.125000 Penalty: 2787.645264
	Iteration 30Q: 3 clusters Score -1397693 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1397696.875000 Penalty: 2787.645264
	Iteration 31Q: 3 clusters Score -1397697 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1397696.500000 Penalty: 2787.645264
	Iteration 32Q: 3 clusters Score -1397696 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1397698.875000 Penalty: 2787.645264
	Iteration 33Q: 3 clusters Score -1397699 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1397705.125000 Penalty: 2787.645264
	Iteration 34Q: 3 clusters Score -1397705 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1397709.375000 Penalty: 2787.645264
	Iteration 35Q: 3 clusters Score -1397709 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1397712.625000 Penalty: 2787.645264
	Iteration 36Q: 3 clusters Score -1397713 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1397721.875000 Penalty: 2787.645264
	Iteration 37Q: 3 clusters Score -1397722 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1397722.625000 Penalty: 2787.645264
	Iteration 38Q: 3 clusters Score -1397723 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1397728.625000 Penalty: 2787.645264
	Iteration 39Q: 3 clusters Score -1397729 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1397732.250000 Penalty: 2787.645264
	Iteration 40F: 3 clusters Score -1397732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1397733.875000 Penalty: 2787.645264
	Iteration 41Q: 3 clusters Score -1397734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1397734.500000 Penalty: 2787.645264
	Iteration 42Q: 3 clusters Score -1397734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1397739.750000 Penalty: 2787.645264
	Iteration 43Q: 3 clusters Score -1397740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1397737.500000 Penalty: 2787.645264
	Iteration 44Q: 3 clusters Score -1397738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1397738.250000 Penalty: 2787.645264
	Iteration 45Q: 3 clusters Score -1397738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1397737.625000 Penalty: 2787.645264
	Iteration 46Q: 3 clusters Score -1397738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1397735.625000 Penalty: 2787.645264
	Iteration 47Q: 3 clusters Score -1397736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1397735.625000 Penalty: 2787.645264
	Iteration 48Q: 3 clusters Score -1397736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1397735.750000 Penalty: 2787.645264
	Iteration 49Q: 3 clusters Score -1397736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1397736.125000 Penalty: 2787.645264
	Iteration 50Q: 3 clusters Score -1397736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1397736.000000 Penalty: 2787.645264
	Iteration 51Q: 3 clusters Score -1397736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1397736.875000 Penalty: 2787.645264
	Iteration 52Q: 3 clusters Score -1397737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1397738.875000 Penalty: 2787.645264
	Iteration 53Q: 3 clusters Score -1397739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1397738.250000 Penalty: 2787.645264
	Iteration 54Q: 3 clusters Score -1397738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1397738.250000 Penalty: 2787.645264
	Iteration 55F: 3 clusters Score -1397738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Entering Unmasked Estep 
Score: -37316.703125 Penalty: 863.804077
	Iteration 0F: 2 clusters Score -37316.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -36608.695312 Penalty: 1727.608154
	Iteration 0F: 3 clusters Score -36608.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -36762.128906 Penalty: 1727.608154
	Iteration 1F: 3 clusters Score -36762.13 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -36843.269531 Penalty: 1727.608154
	Iteration 2F: 3 clusters Score -36843.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -36892.593750 Penalty: 1727.608154
	Iteration 3Q: 3 clusters Score -36892.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -36919.808594 Penalty: 1727.608154
	Iteration 4Q: 3 clusters Score -36919.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -36930.160156 Penalty: 1727.608154
	Iteration 5Q: 3 clusters Score -36930.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -36937.324219 Penalty: 1727.608154
	Iteration 6Q: 3 clusters Score -36937.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -36940.347656 Penalty: 1727.608154
	Iteration 7Q: 3 clusters Score -36940.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -36940.347656 Penalty: 1727.608154
	Iteration 8F: 3 clusters Score -36940.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (33635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33635 members 
Entering Unmasked Estep 
Score: -4258587.500000 Penalty: 1550.990479
	Iteration 0F: 2 clusters Score -4258588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -4236573.500000 Penalty: 3101.980957
	Iteration 0F: 3 clusters Score -4236574 nChanged 15322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -4245140.500000 Penalty: 3101.980957
	Iteration 1F: 3 clusters Score -4245140 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -4245586.500000 Penalty: 3101.980957
	Iteration 2Q: 3 clusters Score -4245586 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -4246064.500000 Penalty: 3101.980957
	Iteration 3Q: 3 clusters Score -4246064 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -4246595.500000 Penalty: 3101.980957
	Iteration 4Q: 3 clusters Score -4246596 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -4247240.000000 Penalty: 3101.980957
	Iteration 5Q: 3 clusters Score -4247240 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -4248104.000000 Penalty: 3101.980957
	Iteration 6F: 3 clusters Score -4248104 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 23083 members 
Entering Unmasked Estep 
Score: -4249308.000000 Penalty: 3101.980957
	Iteration 7F: 3 clusters Score -4249308 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 25013 members 
Entering Unmasked Estep 
Score: -4250671.000000 Penalty: 3101.980957
	Iteration 8F: 3 clusters Score -4250671 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 26936 members 
Entering Unmasked Estep 
Score: -4252108.000000 Penalty: 3101.980957
	Iteration 9F: 3 clusters Score -4252108 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 28735 members 
Entering Unmasked Estep 
Score: -4253489.500000 Penalty: 3101.980957
	Iteration 10F: 3 clusters Score -4253490 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 30232 members 
Entering Unmasked Estep 
Score: -4254646.000000 Penalty: 3101.980957
	Iteration 11Q: 3 clusters Score -4254646 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 31387 members 
Entering Unmasked Estep 
Score: -4255579.000000 Penalty: 3101.980957
	Iteration 12Q: 3 clusters Score -4255579 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 32186 members 
Entering Unmasked Estep 
Score: -4256257.000000 Penalty: 3101.980957
	Iteration 13Q: 3 clusters Score -4256257 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 32673 members 
Entering Unmasked Estep 
Score: -4256689.000000 Penalty: 3101.980957
	Iteration 14Q: 3 clusters Score -4256689 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 32948 members 
Entering Unmasked Estep 
Score: -4256936.000000 Penalty: 3101.980957
	Iteration 15Q: 3 clusters Score -4256936 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 33084 members 
Entering Unmasked Estep 
Score: -4257067.000000 Penalty: 3101.980957
	Iteration 16Q: 3 clusters Score -4257067 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 33161 members 
Entering Unmasked Estep 
Score: -4257162.500000 Penalty: 3101.980957
	Iteration 17Q: 3 clusters Score -4257162 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 33205 members 
Entering Unmasked Estep 
Score: -4257208.000000 Penalty: 3101.980957
	Iteration 18Q: 3 clusters Score -4257208 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 33227 members 
Entering Unmasked Estep 
Score: -4257231.500000 Penalty: 3101.980957
	Iteration 19Q: 3 clusters Score -4257232 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 33243 members 
Entering Unmasked Estep 
Score: -4257254.000000 Penalty: 3101.980957
	Iteration 20F: 3 clusters Score -4257254 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 33259 members 
Entering Unmasked Estep 
Score: -4257279.500000 Penalty: 3101.980957
	Iteration 21Q: 3 clusters Score -4257280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 33262 members 
Entering Unmasked Estep 
Score: -4257285.000000 Penalty: 3101.980957
	Iteration 22Q: 3 clusters Score -4257285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 33266 members 
Entering Unmasked Estep 
Score: -4257286.000000 Penalty: 3101.980957
	Iteration 23Q: 3 clusters Score -4257286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 33270 members 
Entering Unmasked Estep 
Score: -4257289.000000 Penalty: 3101.980957
	Iteration 24Q: 3 clusters Score -4257289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 33272 members 
Entering Unmasked Estep 
Score: -4257291.000000 Penalty: 3101.980957
	Iteration 25Q: 3 clusters Score -4257291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 33273 members 
Entering Unmasked Estep 
Score: -4257288.500000 Penalty: 3101.980957
	Iteration 26Q: 3 clusters Score -4257288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 33275 members 
Entering Unmasked Estep 
Score: -4257294.500000 Penalty: 3101.980957
	Iteration 27Q: 3 clusters Score -4257294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 33276 members 
Entering Unmasked Estep 
Score: -4257296.500000 Penalty: 3101.980957
	Iteration 28Q: 3 clusters Score -4257296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 33278 members 
Entering Unmasked Estep 
Score: -4257298.500000 Penalty: 3101.980957
	Iteration 29Q: 3 clusters Score -4257298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 33279 members 
Entering Unmasked Estep 
Score: -4257297.500000 Penalty: 3101.980957
	Iteration 30Q: 3 clusters Score -4257298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 33282 members 
Entering Unmasked Estep 
Score: -4257301.000000 Penalty: 3101.980957
	Iteration 31Q: 3 clusters Score -4257301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 33285 members 
Entering Unmasked Estep 
Score: -4257308.500000 Penalty: 3101.980957
	Iteration 32Q: 3 clusters Score -4257308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 33287 members 
Entering Unmasked Estep 
Score: -4257310.500000 Penalty: 3101.980957
	Iteration 33Q: 3 clusters Score -4257310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 33293 members 
Entering Unmasked Estep 
Score: -4257316.000000 Penalty: 3101.980957
	Iteration 34Q: 3 clusters Score -4257316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 33298 members 
Entering Unmasked Estep 
Score: -4257321.000000 Penalty: 3101.980957
	Iteration 35Q: 3 clusters Score -4257321 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 33298 members 
Entering Unmasked Estep 
Score: -4257340.000000 Penalty: 3101.980957
	Iteration 36Q: 3 clusters Score -4257340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 33299 members 
Entering Unmasked Estep 
Score: -4257343.000000 Penalty: 3101.980957
	Iteration 37Q: 3 clusters Score -4257343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 33302 members 
Entering Unmasked Estep 
Score: -4257348.500000 Penalty: 3101.980957
	Iteration 38Q: 3 clusters Score -4257348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 33306 members 
Entering Unmasked Estep 
Score: -4257355.500000 Penalty: 3101.980957
	Iteration 39Q: 3 clusters Score -4257356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 33308 members 
Entering Unmasked Estep 
Score: -4257355.000000 Penalty: 3101.980957
	Iteration 40F: 3 clusters Score -4257355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Entering Unmasked Estep 
Score: -1350820.625000 Penalty: 1386.148071
	Iteration 0F: 2 clusters Score -1350821 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1343433.625000 Penalty: 2772.296143
	Iteration 0F: 3 clusters Score -1343434 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1345793.875000 Penalty: 2772.296143
	Iteration 1F: 3 clusters Score -1345794 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1346114.875000 Penalty: 2772.296143
	Iteration 2F: 3 clusters Score -1346115 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1346368.125000 Penalty: 2772.296143
	Iteration 3F: 3 clusters Score -1346368 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1346591.500000 Penalty: 2772.296143
	Iteration 4Q: 3 clusters Score -1346592 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1346799.500000 Penalty: 2772.296143
	Iteration 5Q: 3 clusters Score -1346800 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1347050.625000 Penalty: 2772.296143
	Iteration 6Q: 3 clusters Score -1347051 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1347314.375000 Penalty: 2772.296143
	Iteration 7Q: 3 clusters Score -1347314 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1347656.000000 Penalty: 2772.296143
	Iteration 8Q: 3 clusters Score -1347656 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1347994.000000 Penalty: 2772.296143
	Iteration 9Q: 3 clusters Score -1347994 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1348314.875000 Penalty: 2772.296143
	Iteration 10Q: 3 clusters Score -1348315 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1348590.250000 Penalty: 2772.296143
	Iteration 11Q: 3 clusters Score -1348590 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1348860.750000 Penalty: 2772.296143
	Iteration 12Q: 3 clusters Score -1348861 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1349109.125000 Penalty: 2772.296143
	Iteration 13Q: 3 clusters Score -1349109 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1349268.375000 Penalty: 2772.296143
	Iteration 14Q: 3 clusters Score -1349268 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1349375.750000 Penalty: 2772.296143
	Iteration 15Q: 3 clusters Score -1349376 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1349456.000000 Penalty: 2772.296143
	Iteration 16Q: 3 clusters Score -1349456 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1349498.625000 Penalty: 2772.296143
	Iteration 17Q: 3 clusters Score -1349499 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1349537.875000 Penalty: 2772.296143
	Iteration 18Q: 3 clusters Score -1349538 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1349581.625000 Penalty: 2772.296143
	Iteration 19Q: 3 clusters Score -1349582 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1349605.000000 Penalty: 2772.296143
	Iteration 20F: 3 clusters Score -1349605 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1349621.625000 Penalty: 2772.296143
	Iteration 21Q: 3 clusters Score -1349622 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1349639.875000 Penalty: 2772.296143
	Iteration 22Q: 3 clusters Score -1349640 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1349663.250000 Penalty: 2772.296143
	Iteration 23Q: 3 clusters Score -1349663 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1349684.250000 Penalty: 2772.296143
	Iteration 24Q: 3 clusters Score -1349684 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1349700.875000 Penalty: 2772.296143
	Iteration 25Q: 3 clusters Score -1349701 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1349708.750000 Penalty: 2772.296143
	Iteration 26Q: 3 clusters Score -1349709 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1349714.875000 Penalty: 2772.296143
	Iteration 27Q: 3 clusters Score -1349715 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1349723.500000 Penalty: 2772.296143
	Iteration 28Q: 3 clusters Score -1349724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1349726.625000 Penalty: 2772.296143
	Iteration 29Q: 3 clusters Score -1349727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1349727.375000 Penalty: 2772.296143
	Iteration 30Q: 3 clusters Score -1349727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1349730.625000 Penalty: 2772.296143
	Iteration 31Q: 3 clusters Score -1349731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1349733.250000 Penalty: 2772.296143
	Iteration 32Q: 3 clusters Score -1349733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1349734.500000 Penalty: 2772.296143
	Iteration 33Q: 3 clusters Score -1349734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1349734.625000 Penalty: 2772.296143
	Iteration 34Q: 3 clusters Score -1349735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1349736.500000 Penalty: 2772.296143
	Iteration 35Q: 3 clusters Score -1349736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1349736.500000 Penalty: 2772.296143
	Iteration 36F: 3 clusters Score -1349736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (26327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26327 members 
Entering Unmasked Estep 
Score: -3292008.500000 Penalty: 1514.538574
	Iteration 0F: 2 clusters Score -3292008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -3274805.750000 Penalty: 3029.077148
	Iteration 0F: 3 clusters Score -3274806 nChanged 11838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -3281234.750000 Penalty: 3029.077148
	Iteration 1F: 3 clusters Score -3281235 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -3281711.000000 Penalty: 3029.077148
	Iteration 2F: 3 clusters Score -3281711 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -3282077.250000 Penalty: 3029.077148
	Iteration 3Q: 3 clusters Score -3282077 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -3282434.500000 Penalty: 3029.077148
	Iteration 4Q: 3 clusters Score -3282434 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -3282785.500000 Penalty: 3029.077148
	Iteration 5Q: 3 clusters Score -3282786 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -3283105.500000 Penalty: 3029.077148
	Iteration 6Q: 3 clusters Score -3283106 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -3283491.250000 Penalty: 3029.077148
	Iteration 7Q: 3 clusters Score -3283491 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -3283908.250000 Penalty: 3029.077148
	Iteration 8Q: 3 clusters Score -3283908 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -3284365.250000 Penalty: 3029.077148
	Iteration 9Q: 3 clusters Score -3284365 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -3284947.250000 Penalty: 3029.077148
	Iteration 10Q: 3 clusters Score -3284947 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -3285665.750000 Penalty: 3029.077148
	Iteration 11Q: 3 clusters Score -3285666 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -3286516.000000 Penalty: 3029.077148
	Iteration 12Q: 3 clusters Score -3286516 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -3287418.750000 Penalty: 3029.077148
	Iteration 13Q: 3 clusters Score -3287419 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22575 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -3288285.000000 Penalty: 3029.077148
	Iteration 14Q: 3 clusters Score -3288285 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23453 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -3289083.250000 Penalty: 3029.077148
	Iteration 15Q: 3 clusters Score -3289083 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24101 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -3289724.500000 Penalty: 3029.077148
	Iteration 16Q: 3 clusters Score -3289724 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24488 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -3290121.250000 Penalty: 3029.077148
	Iteration 17Q: 3 clusters Score -3290121 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24743 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -3290371.500000 Penalty: 3029.077148
	Iteration 18Q: 3 clusters Score -3290372 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24894 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -3290486.750000 Penalty: 3029.077148
	Iteration 19Q: 3 clusters Score -3290487 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24989 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -3290572.500000 Penalty: 3029.077148
	Iteration 20F: 3 clusters Score -3290572 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25072 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -3290615.750000 Penalty: 3029.077148
	Iteration 21Q: 3 clusters Score -3290616 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25134 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -3290654.500000 Penalty: 3029.077148
	Iteration 22Q: 3 clusters Score -3290654 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25184 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -3290705.500000 Penalty: 3029.077148
	Iteration 23Q: 3 clusters Score -3290706 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25231 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -3290737.500000 Penalty: 3029.077148
	Iteration 24Q: 3 clusters Score -3290738 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25275 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -3290770.500000 Penalty: 3029.077148
	Iteration 25Q: 3 clusters Score -3290770 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25318 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -3290789.000000 Penalty: 3029.077148
	Iteration 26Q: 3 clusters Score -3290789 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25348 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -3290816.250000 Penalty: 3029.077148
	Iteration 27Q: 3 clusters Score -3290816 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25383 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -3290841.750000 Penalty: 3029.077148
	Iteration 28Q: 3 clusters Score -3290842 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25418 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -3290875.000000 Penalty: 3029.077148
	Iteration 29Q: 3 clusters Score -3290875 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25442 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -3290887.000000 Penalty: 3029.077148
	Iteration 30Q: 3 clusters Score -3290887 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25460 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -3290893.000000 Penalty: 3029.077148
	Iteration 31Q: 3 clusters Score -3290893 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25472 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -3290899.000000 Penalty: 3029.077148
	Iteration 32Q: 3 clusters Score -3290899 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25480 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -3290909.250000 Penalty: 3029.077148
	Iteration 33Q: 3 clusters Score -3290909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25480 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -3290910.000000 Penalty: 3029.077148
	Iteration 34Q: 3 clusters Score -3290910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25482 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -3290912.000000 Penalty: 3029.077148
	Iteration 35Q: 3 clusters Score -3290912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25483 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -3290916.500000 Penalty: 3029.077148
	Iteration 36Q: 3 clusters Score -3290916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25488 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -3290922.500000 Penalty: 3029.077148
	Iteration 37Q: 3 clusters Score -3290922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25488 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -3290923.000000 Penalty: 3029.077148
	Iteration 38Q: 3 clusters Score -3290923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25489 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -3290925.750000 Penalty: 3029.077148
	Iteration 39Q: 3 clusters Score -3290926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25491 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -3290932.750000 Penalty: 3029.077148
	Iteration 40F: 3 clusters Score -3290933 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25495 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -3290931.250000 Penalty: 3029.077148
	Iteration 41Q: 3 clusters Score -3290931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25498 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -3290938.500000 Penalty: 3029.077148
	Iteration 42Q: 3 clusters Score -3290938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25497 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -3290938.750000 Penalty: 3029.077148
	Iteration 43Q: 3 clusters Score -3290939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25497 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -3290941.000000 Penalty: 3029.077148
	Iteration 44Q: 3 clusters Score -3290941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25495 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -3290945.000000 Penalty: 3029.077148
	Iteration 45Q: 3 clusters Score -3290945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25497 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -3290949.500000 Penalty: 3029.077148
	Iteration 46Q: 3 clusters Score -3290950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25499 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -3290953.000000 Penalty: 3029.077148
	Iteration 47Q: 3 clusters Score -3290953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25500 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -3290956.500000 Penalty: 3029.077148
	Iteration 48Q: 3 clusters Score -3290956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25503 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -3290957.000000 Penalty: 3029.077148
	Iteration 49Q: 3 clusters Score -3290957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25507 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -3290963.500000 Penalty: 3029.077148
	Iteration 50Q: 3 clusters Score -3290964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25510 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -3290964.250000 Penalty: 3029.077148
	Iteration 51Q: 3 clusters Score -3290964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25511 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -3290966.000000 Penalty: 3029.077148
	Iteration 52Q: 3 clusters Score -3290966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25510 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -3290966.250000 Penalty: 3029.077148
	Iteration 53Q: 3 clusters Score -3290966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25509 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -3290965.000000 Penalty: 3029.077148
	Iteration 54Q: 3 clusters Score -3290965 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25509 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -3290965.000000 Penalty: 3029.077148
	Iteration 55F: 3 clusters Score -3290965 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Entering Unmasked Estep 
Score: -281618.093750 Penalty: 1156.020752
	Iteration 0F: 2 clusters Score -281618.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -279523.000000 Penalty: 2312.041504
	Iteration 0F: 3 clusters Score -279523 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -280089.937500 Penalty: 2312.041504
	Iteration 1F: 3 clusters Score -280089.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -280240.250000 Penalty: 2312.041504
	Iteration 2F: 3 clusters Score -280240.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -280346.625000 Penalty: 2312.041504
	Iteration 3Q: 3 clusters Score -280346.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -280426.093750 Penalty: 2312.041504
	Iteration 4Q: 3 clusters Score -280426.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -280467.875000 Penalty: 2312.041504
	Iteration 5Q: 3 clusters Score -280467.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -280503.750000 Penalty: 2312.041504
	Iteration 6Q: 3 clusters Score -280503.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -280534.718750 Penalty: 2312.041504
	Iteration 7Q: 3 clusters Score -280534.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -280555.906250 Penalty: 2312.041504
	Iteration 8Q: 3 clusters Score -280555.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -280576.062500 Penalty: 2312.041504
	Iteration 9Q: 3 clusters Score -280576.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -280592.312500 Penalty: 2312.041504
	Iteration 10Q: 3 clusters Score -280592.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -280601.437500 Penalty: 2312.041504
	Iteration 11Q: 3 clusters Score -280601.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -280608.500000 Penalty: 2312.041504
	Iteration 12Q: 3 clusters Score -280608.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -280615.156250 Penalty: 2312.041504
	Iteration 13Q: 3 clusters Score -280615.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -280618.937500 Penalty: 2312.041504
	Iteration 14Q: 3 clusters Score -280618.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -280620.562500 Penalty: 2312.041504
	Iteration 15Q: 3 clusters Score -280620.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -280621.500000 Penalty: 2312.041504
	Iteration 16Q: 3 clusters Score -280621.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -280621.718750 Penalty: 2312.041504
	Iteration 17Q: 3 clusters Score -280621.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -280625.218750 Penalty: 2312.041504
	Iteration 18Q: 3 clusters Score -280625.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -280630.843750 Penalty: 2312.041504
	Iteration 19Q: 3 clusters Score -280630.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -280632.093750 Penalty: 2312.041504
	Iteration 20F: 3 clusters Score -280632.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -280633.093750 Penalty: 2312.041504
	Iteration 21Q: 3 clusters Score -280633.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -280633.500000 Penalty: 2312.041504
	Iteration 22Q: 3 clusters Score -280633.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -280633.500000 Penalty: 2312.041504
	Iteration 23F: 3 clusters Score -280633.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (25652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25652 members 
Entering Unmasked Estep 
Score: -2998476.500000 Penalty: 1510.673706
	Iteration 0F: 2 clusters Score -2998476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -2981966.750000 Penalty: 3021.347412
	Iteration 0F: 3 clusters Score -2981967 nChanged 11281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -2988022.500000 Penalty: 3021.347412
	Iteration 1F: 3 clusters Score -2988022 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -2988472.750000 Penalty: 3021.347412
	Iteration 2F: 3 clusters Score -2988473 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -2988872.750000 Penalty: 3021.347412
	Iteration 3Q: 3 clusters Score -2988873 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -2989186.000000 Penalty: 3021.347412
	Iteration 4Q: 3 clusters Score -2989186 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -2989499.250000 Penalty: 3021.347412
	Iteration 5Q: 3 clusters Score -2989499 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -2989816.750000 Penalty: 3021.347412
	Iteration 6Q: 3 clusters Score -2989817 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -2990174.250000 Penalty: 3021.347412
	Iteration 7Q: 3 clusters Score -2990174 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -2990562.500000 Penalty: 3021.347412
	Iteration 8Q: 3 clusters Score -2990562 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -2991052.750000 Penalty: 3021.347412
	Iteration 9Q: 3 clusters Score -2991053 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -2991594.000000 Penalty: 3021.347412
	Iteration 10Q: 3 clusters Score -2991594 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -2992263.250000 Penalty: 3021.347412
	Iteration 11Q: 3 clusters Score -2992263 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -2992991.250000 Penalty: 3021.347412
	Iteration 12Q: 3 clusters Score -2992991 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -2993718.000000 Penalty: 3021.347412
	Iteration 13Q: 3 clusters Score -2993718 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 20322 members 
Entering Unmasked Estep 
Score: -2994514.250000 Penalty: 3021.347412
	Iteration 14Q: 3 clusters Score -2994514 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 21358 members 
Entering Unmasked Estep 
Score: -2995239.000000 Penalty: 3021.347412
	Iteration 15Q: 3 clusters Score -2995239 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 22239 members 
Entering Unmasked Estep 
Score: -2995846.000000 Penalty: 3021.347412
	Iteration 16Q: 3 clusters Score -2995846 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -2996328.500000 Penalty: 3021.347412
	Iteration 17Q: 3 clusters Score -2996328 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 23533 members 
Entering Unmasked Estep 
Score: -2996689.250000 Penalty: 3021.347412
	Iteration 18Q: 3 clusters Score -2996689 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 23940 members 
Entering Unmasked Estep 
Score: -2996957.500000 Penalty: 3021.347412
	Iteration 19Q: 3 clusters Score -2996958 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 24212 members 
Entering Unmasked Estep 
Score: -2997132.000000 Penalty: 3021.347412
	Iteration 20F: 3 clusters Score -2997132 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 24420 members 
Entering Unmasked Estep 
Score: -2997281.250000 Penalty: 3021.347412
	Iteration 21Q: 3 clusters Score -2997281 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 24571 members 
Entering Unmasked Estep 
Score: -2997386.250000 Penalty: 3021.347412
	Iteration 22Q: 3 clusters Score -2997386 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 24668 members 
Entering Unmasked Estep 
Score: -2997446.750000 Penalty: 3021.347412
	Iteration 23Q: 3 clusters Score -2997447 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 24733 members 
Entering Unmasked Estep 
Score: -2997502.000000 Penalty: 3021.347412
	Iteration 24Q: 3 clusters Score -2997502 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 24791 members 
Entering Unmasked Estep 
Score: -2997547.000000 Penalty: 3021.347412
	Iteration 25Q: 3 clusters Score -2997547 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 24833 members 
Entering Unmasked Estep 
Score: -2997585.500000 Penalty: 3021.347412
	Iteration 26Q: 3 clusters Score -2997586 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 24857 members 
Entering Unmasked Estep 
Score: -2997616.500000 Penalty: 3021.347412
	Iteration 27Q: 3 clusters Score -2997616 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 24878 members 
Entering Unmasked Estep 
Score: -2997651.500000 Penalty: 3021.347412
	Iteration 28Q: 3 clusters Score -2997652 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 24892 members 
Entering Unmasked Estep 
Score: -2997678.750000 Penalty: 3021.347412
	Iteration 29Q: 3 clusters Score -2997679 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 24900 members 
Entering Unmasked Estep 
Score: -2997714.000000 Penalty: 3021.347412
	Iteration 30Q: 3 clusters Score -2997714 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 24922 members 
Entering Unmasked Estep 
Score: -2997758.250000 Penalty: 3021.347412
	Iteration 31Q: 3 clusters Score -2997758 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 24934 members 
Entering Unmasked Estep 
Score: -2997792.250000 Penalty: 3021.347412
	Iteration 32Q: 3 clusters Score -2997792 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 24940 members 
Entering Unmasked Estep 
Score: -2997819.000000 Penalty: 3021.347412
	Iteration 33Q: 3 clusters Score -2997819 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 24943 members 
Entering Unmasked Estep 
Score: -2997837.500000 Penalty: 3021.347412
	Iteration 34Q: 3 clusters Score -2997838 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 24937 members 
Entering Unmasked Estep 
Score: -2997848.000000 Penalty: 3021.347412
	Iteration 35Q: 3 clusters Score -2997848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 24936 members 
Entering Unmasked Estep 
Score: -2997853.750000 Penalty: 3021.347412
	Iteration 36Q: 3 clusters Score -2997854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 24937 members 
Entering Unmasked Estep 
Score: -2997859.750000 Penalty: 3021.347412
	Iteration 37Q: 3 clusters Score -2997860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 24941 members 
Entering Unmasked Estep 
Score: -2997860.250000 Penalty: 3021.347412
	Iteration 38Q: 3 clusters Score -2997860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 24946 members 
Entering Unmasked Estep 
Score: -2997869.750000 Penalty: 3021.347412
	Iteration 39Q: 3 clusters Score -2997870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 24948 members 
Entering Unmasked Estep 
Score: -2997867.750000 Penalty: 3021.347412
	Iteration 40F: 3 clusters Score -2997868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
Score: -2997877.000000 Penalty: 3021.347412
	Iteration 41Q: 3 clusters Score -2997877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 24956 members 
Entering Unmasked Estep 
Score: -2997877.500000 Penalty: 3021.347412
	Iteration 42Q: 3 clusters Score -2997878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 24955 members 
Entering Unmasked Estep 
Score: -2997878.750000 Penalty: 3021.347412
	Iteration 43Q: 3 clusters Score -2997879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
Score: -2997877.000000 Penalty: 3021.347412
	Iteration 44Q: 3 clusters Score -2997877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 24953 members 
Entering Unmasked Estep 
Score: -2997879.000000 Penalty: 3021.347412
	Iteration 45Q: 3 clusters Score -2997879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 24952 members 
Entering Unmasked Estep 
Score: -2997881.000000 Penalty: 3021.347412
	Iteration 46Q: 3 clusters Score -2997881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 24951 members 
Entering Unmasked Estep 
Score: -2997879.500000 Penalty: 3021.347412
	Iteration 47Q: 3 clusters Score -2997880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 24951 members 
Entering Unmasked Estep 
Score: -2997879.500000 Penalty: 3021.347412
	Iteration 48F: 3 clusters Score -2997880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Entering Unmasked Estep 
Score: -182420.015625 Penalty: 1094.614502
	Iteration 0F: 2 clusters Score -182420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -180792.500000 Penalty: 2189.229004
	Iteration 0F: 3 clusters Score -180792.5 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -181176.062500 Penalty: 2189.229004
	Iteration 1F: 3 clusters Score -181176.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -181249.375000 Penalty: 2189.229004
	Iteration 2F: 3 clusters Score -181249.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -181299.296875 Penalty: 2189.229004
	Iteration 3Q: 3 clusters Score -181299.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -181329.765625 Penalty: 2189.229004
	Iteration 4Q: 3 clusters Score -181329.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -181345.890625 Penalty: 2189.229004
	Iteration 5Q: 3 clusters Score -181345.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -181352.437500 Penalty: 2189.229004
	Iteration 6Q: 3 clusters Score -181352.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -181354.968750 Penalty: 2189.229004
	Iteration 7Q: 3 clusters Score -181355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -181358.578125 Penalty: 2189.229004
	Iteration 8Q: 3 clusters Score -181358.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -181360.453125 Penalty: 2189.229004
	Iteration 9Q: 3 clusters Score -181360.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -181363.734375 Penalty: 2189.229004
	Iteration 10Q: 3 clusters Score -181363.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -181366.343750 Penalty: 2189.229004
	Iteration 11Q: 3 clusters Score -181366.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -181369.203125 Penalty: 2189.229004
	Iteration 12Q: 3 clusters Score -181369.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -181376.375000 Penalty: 2189.229004
	Iteration 13Q: 3 clusters Score -181376.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -181379.312500 Penalty: 2189.229004
	Iteration 14Q: 3 clusters Score -181379.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -181382.546875 Penalty: 2189.229004
	Iteration 15Q: 3 clusters Score -181382.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -181385.531250 Penalty: 2189.229004
	Iteration 16Q: 3 clusters Score -181385.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -181385.796875 Penalty: 2189.229004
	Iteration 17Q: 3 clusters Score -181385.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -181387.859375 Penalty: 2189.229004
	Iteration 18Q: 3 clusters Score -181387.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -181390.875000 Penalty: 2189.229004
	Iteration 19Q: 3 clusters Score -181390.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -181394.078125 Penalty: 2189.229004
	Iteration 20F: 3 clusters Score -181394.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -181395.703125 Penalty: 2189.229004
	Iteration 21Q: 3 clusters Score -181395.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -181395.906250 Penalty: 2189.229004
	Iteration 22Q: 3 clusters Score -181395.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -181395.906250 Penalty: 2189.229004
	Iteration 23F: 3 clusters Score -181395.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Entering Unmasked Estep 
Score: -549348.062500 Penalty: 1245.330566
	Iteration 0F: 2 clusters Score -549348.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -546064.937500 Penalty: 2490.661133
	Iteration 0F: 3 clusters Score -546064.9 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -547004.125000 Penalty: 2490.661133
	Iteration 1F: 3 clusters Score -547004.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -547211.250000 Penalty: 2490.661133
	Iteration 2F: 3 clusters Score -547211.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -547327.812500 Penalty: 2490.661133
	Iteration 3F: 3 clusters Score -547327.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -547404.750000 Penalty: 2490.661133
	Iteration 4Q: 3 clusters Score -547404.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -547459.562500 Penalty: 2490.661133
	Iteration 5Q: 3 clusters Score -547459.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -547489.750000 Penalty: 2490.661133
	Iteration 6Q: 3 clusters Score -547489.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -547525.125000 Penalty: 2490.661133
	Iteration 7Q: 3 clusters Score -547525.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -547547.625000 Penalty: 2490.661133
	Iteration 8Q: 3 clusters Score -547547.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -547565.750000 Penalty: 2490.661133
	Iteration 9Q: 3 clusters Score -547565.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -547581.687500 Penalty: 2490.661133
	Iteration 10Q: 3 clusters Score -547581.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -547604.187500 Penalty: 2490.661133
	Iteration 11Q: 3 clusters Score -547604.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -547626.437500 Penalty: 2490.661133
	Iteration 12Q: 3 clusters Score -547626.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -547644.062500 Penalty: 2490.661133
	Iteration 13Q: 3 clusters Score -547644.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -547656.625000 Penalty: 2490.661133
	Iteration 14Q: 3 clusters Score -547656.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -547672.562500 Penalty: 2490.661133
	Iteration 15Q: 3 clusters Score -547672.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -547690.750000 Penalty: 2490.661133
	Iteration 16Q: 3 clusters Score -547690.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -547704.187500 Penalty: 2490.661133
	Iteration 17Q: 3 clusters Score -547704.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -547717.437500 Penalty: 2490.661133
	Iteration 18Q: 3 clusters Score -547717.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -547726.875000 Penalty: 2490.661133
	Iteration 19Q: 3 clusters Score -547726.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -547734.250000 Penalty: 2490.661133
	Iteration 20F: 3 clusters Score -547734.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -547740.937500 Penalty: 2490.661133
	Iteration 21Q: 3 clusters Score -547740.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -547747.750000 Penalty: 2490.661133
	Iteration 22Q: 3 clusters Score -547747.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -547759.875000 Penalty: 2490.661133
	Iteration 23Q: 3 clusters Score -547759.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -547773.187500 Penalty: 2490.661133
	Iteration 24Q: 3 clusters Score -547773.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -547792.312500 Penalty: 2490.661133
	Iteration 25Q: 3 clusters Score -547792.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -547807.437500 Penalty: 2490.661133
	Iteration 26Q: 3 clusters Score -547807.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -547819.375000 Penalty: 2490.661133
	Iteration 27Q: 3 clusters Score -547819.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -547835.750000 Penalty: 2490.661133
	Iteration 28Q: 3 clusters Score -547835.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -547852.375000 Penalty: 2490.661133
	Iteration 29Q: 3 clusters Score -547852.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -547871.187500 Penalty: 2490.661133
	Iteration 30Q: 3 clusters Score -547871.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -547885.625000 Penalty: 2490.661133
	Iteration 31Q: 3 clusters Score -547885.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -547905.187500 Penalty: 2490.661133
	Iteration 32Q: 3 clusters Score -547905.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -547926.375000 Penalty: 2490.661133
	Iteration 33Q: 3 clusters Score -547926.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -547946.750000 Penalty: 2490.661133
	Iteration 34Q: 3 clusters Score -547946.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -547963.812500 Penalty: 2490.661133
	Iteration 35Q: 3 clusters Score -547963.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -547976.687500 Penalty: 2490.661133
	Iteration 36Q: 3 clusters Score -547976.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -547991.625000 Penalty: 2490.661133
	Iteration 37Q: 3 clusters Score -547991.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -548010.125000 Penalty: 2490.661133
	Iteration 38Q: 3 clusters Score -548010.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -548030.562500 Penalty: 2490.661133
	Iteration 39Q: 3 clusters Score -548030.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -548051.937500 Penalty: 2490.661133
	Iteration 40F: 3 clusters Score -548051.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -548078.562500 Penalty: 2490.661133
	Iteration 41Q: 3 clusters Score -548078.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -548110.562500 Penalty: 2490.661133
	Iteration 42Q: 3 clusters Score -548110.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -548132.750000 Penalty: 2490.661133
	Iteration 43Q: 3 clusters Score -548132.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -548151.687500 Penalty: 2490.661133
	Iteration 44Q: 3 clusters Score -548151.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -548172.812500 Penalty: 2490.661133
	Iteration 45Q: 3 clusters Score -548172.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -548195.250000 Penalty: 2490.661133
	Iteration 46Q: 3 clusters Score -548195.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -548221.875000 Penalty: 2490.661133
	Iteration 47Q: 3 clusters Score -548221.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -548255.000000 Penalty: 2490.661133
	Iteration 48Q: 3 clusters Score -548255 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -548281.437500 Penalty: 2490.661133
	Iteration 49Q: 3 clusters Score -548281.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -548301.187500 Penalty: 2490.661133
	Iteration 50Q: 3 clusters Score -548301.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -548312.312500 Penalty: 2490.661133
	Iteration 51Q: 3 clusters Score -548312.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -548322.437500 Penalty: 2490.661133
	Iteration 52Q: 3 clusters Score -548322.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -548330.750000 Penalty: 2490.661133
	Iteration 53Q: 3 clusters Score -548330.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -548339.750000 Penalty: 2490.661133
	Iteration 54Q: 3 clusters Score -548339.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -548346.250000 Penalty: 2490.661133
	Iteration 55Q: 3 clusters Score -548346.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -548351.437500 Penalty: 2490.661133
	Iteration 56Q: 3 clusters Score -548351.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -548356.000000 Penalty: 2490.661133
	Iteration 57Q: 3 clusters Score -548356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -548358.812500 Penalty: 2490.661133
	Iteration 58Q: 3 clusters Score -548358.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -548361.687500 Penalty: 2490.661133
	Iteration 59Q: 3 clusters Score -548361.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -548362.312500 Penalty: 2490.661133
	Iteration 60F: 3 clusters Score -548362.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (67453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67453 members 
Entering Unmasked Estep 
Score: -8403887.000000 Penalty: 1654.534912
	Iteration 0F: 2 clusters Score -8403887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33725 members 
Mstep: Class 2 contains 33728 members 
Entering Unmasked Estep 
Score: -8362292.500000 Penalty: 3309.069824
	Iteration 0F: 3 clusters Score -8362292 nChanged 31372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34213 members 
Mstep: Class 2 contains 33240 members 
Entering Unmasked Estep 
Score: -8380136.000000 Penalty: 3309.069824
	Iteration 1F: 3 clusters Score -8380136 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34595 members 
Mstep: Class 2 contains 32858 members 
Entering Unmasked Estep 
Score: -8380834.000000 Penalty: 3309.069824
	Iteration 2Q: 3 clusters Score -8380834 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35116 members 
Mstep: Class 2 contains 32337 members 
Entering Unmasked Estep 
Score: -8381503.500000 Penalty: 3309.069824
	Iteration 3Q: 3 clusters Score -8381504 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35887 members 
Mstep: Class 2 contains 31566 members 
Entering Unmasked Estep 
Score: -8382273.500000 Penalty: 3309.069824
	Iteration 4Q: 3 clusters Score -8382274 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36938 members 
Mstep: Class 2 contains 30515 members 
Entering Unmasked Estep 
Score: -8383207.500000 Penalty: 3309.069824
	Iteration 5Q: 3 clusters Score -8383208 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38347 members 
Mstep: Class 2 contains 29106 members 
Entering Unmasked Estep 
Score: -8384379.500000 Penalty: 3309.069824
	Iteration 6Q: 3 clusters Score -8384380 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40040 members 
Mstep: Class 2 contains 27413 members 
Entering Unmasked Estep 
Score: -8385819.000000 Penalty: 3309.069824
	Iteration 7Q: 3 clusters Score -8385819 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41946 members 
Mstep: Class 2 contains 25507 members 
Entering Unmasked Estep 
Score: -8387568.000000 Penalty: 3309.069824
	Iteration 8F: 3 clusters Score -8387568 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43997 members 
Mstep: Class 2 contains 23456 members 
Entering Unmasked Estep 
Score: -8389622.000000 Penalty: 3309.069824
	Iteration 9F: 3 clusters Score -8389622 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45974 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
Score: -8391693.000000 Penalty: 3309.069824
	Iteration 10F: 3 clusters Score -8391693 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47707 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -8393574.000000 Penalty: 3309.069824
	Iteration 11Q: 3 clusters Score -8393574 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49226 members 
Mstep: Class 2 contains 18227 members 
Entering Unmasked Estep 
Score: -8395089.000000 Penalty: 3309.069824
	Iteration 12Q: 3 clusters Score -8395089 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50528 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -8396330.000000 Penalty: 3309.069824
	Iteration 13Q: 3 clusters Score -8396330 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51656 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -8397382.000000 Penalty: 3309.069824
	Iteration 14Q: 3 clusters Score -8397382 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52652 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -8398246.000000 Penalty: 3309.069824
	Iteration 15Q: 3 clusters Score -8398246 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53366 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -8398709.000000 Penalty: 3309.069824
	Iteration 16Q: 3 clusters Score -8398709 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53907 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -8398907.000000 Penalty: 3309.069824
	Iteration 17Q: 3 clusters Score -8398907 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54351 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -8399045.000000 Penalty: 3309.069824
	Iteration 18Q: 3 clusters Score -8399045 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54783 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -8399179.000000 Penalty: 3309.069824
	Iteration 19Q: 3 clusters Score -8399179 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55222 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -8399255.000000 Penalty: 3309.069824
	Iteration 20F: 3 clusters Score -8399255 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55678 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -8399365.000000 Penalty: 3309.069824
	Iteration 21Q: 3 clusters Score -8399365 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56142 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -8399475.000000 Penalty: 3309.069824
	Iteration 22Q: 3 clusters Score -8399475 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56662 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -8399577.000000 Penalty: 3309.069824
	Iteration 23Q: 3 clusters Score -8399577 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57161 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -8399687.000000 Penalty: 3309.069824
	Iteration 24Q: 3 clusters Score -8399687 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57666 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -8399871.000000 Penalty: 3309.069824
	Iteration 25Q: 3 clusters Score -8399871 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58206 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -8400008.000000 Penalty: 3309.069824
	Iteration 26Q: 3 clusters Score -8400008 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58796 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -8400161.000000 Penalty: 3309.069824
	Iteration 27Q: 3 clusters Score -8400161 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59393 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -8400337.000000 Penalty: 3309.069824
	Iteration 28Q: 3 clusters Score -8400337 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60018 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -8400518.000000 Penalty: 3309.069824
	Iteration 29Q: 3 clusters Score -8400518 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60655 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -8400708.000000 Penalty: 3309.069824
	Iteration 30Q: 3 clusters Score -8400708 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61265 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -8400890.000000 Penalty: 3309.069824
	Iteration 31Q: 3 clusters Score -8400890 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61846 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -8401037.000000 Penalty: 3309.069824
	Iteration 32Q: 3 clusters Score -8401037 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62393 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -8401190.000000 Penalty: 3309.069824
	Iteration 33Q: 3 clusters Score -8401190 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62874 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -8401368.000000 Penalty: 3309.069824
	Iteration 34Q: 3 clusters Score -8401368 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63317 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -8401564.000000 Penalty: 3309.069824
	Iteration 35Q: 3 clusters Score -8401564 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63689 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -8401703.000000 Penalty: 3309.069824
	Iteration 36Q: 3 clusters Score -8401703 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64032 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -8401800.000000 Penalty: 3309.069824
	Iteration 37Q: 3 clusters Score -8401800 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64334 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -8401954.000000 Penalty: 3309.069824
	Iteration 38Q: 3 clusters Score -8401954 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64594 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -8402047.000000 Penalty: 3309.069824
	Iteration 39Q: 3 clusters Score -8402047 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64816 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -8402126.000000 Penalty: 3309.069824
	Iteration 40F: 3 clusters Score -8402126 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65019 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -8402200.000000 Penalty: 3309.069824
	Iteration 41Q: 3 clusters Score -8402200 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65192 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -8402265.000000 Penalty: 3309.069824
	Iteration 42Q: 3 clusters Score -8402265 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65346 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -8402339.000000 Penalty: 3309.069824
	Iteration 43Q: 3 clusters Score -8402339 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65478 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -8402387.000000 Penalty: 3309.069824
	Iteration 44Q: 3 clusters Score -8402387 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65583 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -8402438.000000 Penalty: 3309.069824
	Iteration 45Q: 3 clusters Score -8402438 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65662 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -8402450.000000 Penalty: 3309.069824
	Iteration 46Q: 3 clusters Score -8402450 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65724 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -8402475.000000 Penalty: 3309.069824
	Iteration 47Q: 3 clusters Score -8402475 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65788 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -8402505.000000 Penalty: 3309.069824
	Iteration 48Q: 3 clusters Score -8402505 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65842 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -8402513.000000 Penalty: 3309.069824
	Iteration 49Q: 3 clusters Score -8402513 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65898 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -8402538.000000 Penalty: 3309.069824
	Iteration 50Q: 3 clusters Score -8402538 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65925 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -8402559.000000 Penalty: 3309.069824
	Iteration 51Q: 3 clusters Score -8402559 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65949 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -8402576.000000 Penalty: 3309.069824
	Iteration 52Q: 3 clusters Score -8402576 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65974 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -8402598.000000 Penalty: 3309.069824
	Iteration 53Q: 3 clusters Score -8402598 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65996 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -8402608.000000 Penalty: 3309.069824
	Iteration 54Q: 3 clusters Score -8402608 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66015 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -8402609.000000 Penalty: 3309.069824
	Iteration 55Q: 3 clusters Score -8402609 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66032 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -8402615.000000 Penalty: 3309.069824
	Iteration 56Q: 3 clusters Score -8402615 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66046 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -8402627.000000 Penalty: 3309.069824
	Iteration 57Q: 3 clusters Score -8402627 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66059 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -8402631.000000 Penalty: 3309.069824
	Iteration 58Q: 3 clusters Score -8402631 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66068 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -8402650.000000 Penalty: 3309.069824
	Iteration 59Q: 3 clusters Score -8402650 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66079 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -8402641.000000 Penalty: 3309.069824
	Iteration 60F: 3 clusters Score -8402641 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66095 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -8402636.000000 Penalty: 3309.069824
	Iteration 61Q: 3 clusters Score -8402636 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66102 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -8402647.000000 Penalty: 3309.069824
	Iteration 62Q: 3 clusters Score -8402647 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66112 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -8402655.000000 Penalty: 3309.069824
	Iteration 63Q: 3 clusters Score -8402655 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66125 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -8402657.000000 Penalty: 3309.069824
	Iteration 64Q: 3 clusters Score -8402657 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66138 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -8402663.000000 Penalty: 3309.069824
	Iteration 65Q: 3 clusters Score -8402663 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66147 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -8402679.000000 Penalty: 3309.069824
	Iteration 66Q: 3 clusters Score -8402679 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66159 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -8402688.000000 Penalty: 3309.069824
	Iteration 67Q: 3 clusters Score -8402688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66167 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -8402692.000000 Penalty: 3309.069824
	Iteration 68Q: 3 clusters Score -8402692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66170 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -8402685.000000 Penalty: 3309.069824
	Iteration 69Q: 3 clusters Score -8402685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66175 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -8402692.000000 Penalty: 3309.069824
	Iteration 70Q: 3 clusters Score -8402692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66176 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -8402700.000000 Penalty: 3309.069824
	Iteration 71Q: 3 clusters Score -8402700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66180 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -8402697.000000 Penalty: 3309.069824
	Iteration 72Q: 3 clusters Score -8402697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66183 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -8402694.000000 Penalty: 3309.069824
	Iteration 73Q: 3 clusters Score -8402694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66186 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -8402685.000000 Penalty: 3309.069824
	Iteration 74Q: 3 clusters Score -8402685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66188 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -8402692.000000 Penalty: 3309.069824
	Iteration 75Q: 3 clusters Score -8402692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66190 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -8402687.000000 Penalty: 3309.069824
	Iteration 76Q: 3 clusters Score -8402687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66190 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -8402687.000000 Penalty: 3309.069824
	Iteration 77F: 3 clusters Score -8402687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Entering Unmasked Estep 
Score: -27565.384766 Penalty: 885.067688
	Iteration 0F: 2 clusters Score -27565.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -26813.900391 Penalty: 1770.135376
	Iteration 0F: 3 clusters Score -26813.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -27106.855469 Penalty: 1770.135376
	Iteration 1F: 3 clusters Score -27106.86 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -27201.406250 Penalty: 1770.135376
	Iteration 2Q: 3 clusters Score -27201.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -27263.847656 Penalty: 1770.135376
	Iteration 3Q: 3 clusters Score -27263.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -27291.968750 Penalty: 1770.135376
	Iteration 4Q: 3 clusters Score -27291.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -27311.298828 Penalty: 1770.135376
	Iteration 5Q: 3 clusters Score -27311.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -27319.433594 Penalty: 1770.135376
	Iteration 6Q: 3 clusters Score -27319.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -27326.693359 Penalty: 1770.135376
	Iteration 7Q: 3 clusters Score -27326.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -27339.753906 Penalty: 1770.135376
	Iteration 8Q: 3 clusters Score -27339.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -27349.958984 Penalty: 1770.135376
	Iteration 9Q: 3 clusters Score -27349.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -27354.097656 Penalty: 1770.135376
	Iteration 10Q: 3 clusters Score -27354.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -27357.947266 Penalty: 1770.135376
	Iteration 11Q: 3 clusters Score -27357.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -27357.947266 Penalty: 1770.135376
	Iteration 12F: 3 clusters Score -27357.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Entering Unmasked Estep 
Score: -297349.750000 Penalty: 1177.749512
	Iteration 0F: 2 clusters Score -297349.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -295079.468750 Penalty: 2355.499023
	Iteration 0F: 3 clusters Score -295079.5 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -295747.781250 Penalty: 2355.499023
	Iteration 1F: 3 clusters Score -295747.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -295959.187500 Penalty: 2355.499023
	Iteration 2F: 3 clusters Score -295959.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -296092.531250 Penalty: 2355.499023
	Iteration 3F: 3 clusters Score -296092.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -296177.750000 Penalty: 2355.499023
	Iteration 4Q: 3 clusters Score -296177.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -296269.875000 Penalty: 2355.499023
	Iteration 5Q: 3 clusters Score -296269.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -296344.156250 Penalty: 2355.499023
	Iteration 6Q: 3 clusters Score -296344.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -296389.656250 Penalty: 2355.499023
	Iteration 7Q: 3 clusters Score -296389.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -296418.281250 Penalty: 2355.499023
	Iteration 8Q: 3 clusters Score -296418.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -296440.562500 Penalty: 2355.499023
	Iteration 9Q: 3 clusters Score -296440.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -296461.343750 Penalty: 2355.499023
	Iteration 10Q: 3 clusters Score -296461.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -296479.437500 Penalty: 2355.499023
	Iteration 11Q: 3 clusters Score -296479.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -296496.625000 Penalty: 2355.499023
	Iteration 12Q: 3 clusters Score -296496.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -296505.937500 Penalty: 2355.499023
	Iteration 13Q: 3 clusters Score -296505.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -296518.062500 Penalty: 2355.499023
	Iteration 14Q: 3 clusters Score -296518.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -296533.031250 Penalty: 2355.499023
	Iteration 15Q: 3 clusters Score -296533 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -296548.406250 Penalty: 2355.499023
	Iteration 16Q: 3 clusters Score -296548.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -296557.656250 Penalty: 2355.499023
	Iteration 17Q: 3 clusters Score -296557.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -296569.312500 Penalty: 2355.499023
	Iteration 18Q: 3 clusters Score -296569.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -296577.093750 Penalty: 2355.499023
	Iteration 19Q: 3 clusters Score -296577.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -296584.968750 Penalty: 2355.499023
	Iteration 20F: 3 clusters Score -296585 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -296592.250000 Penalty: 2355.499023
	Iteration 21Q: 3 clusters Score -296592.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -296599.000000 Penalty: 2355.499023
	Iteration 22Q: 3 clusters Score -296599 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -296604.656250 Penalty: 2355.499023
	Iteration 23Q: 3 clusters Score -296604.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -296611.812500 Penalty: 2355.499023
	Iteration 24Q: 3 clusters Score -296611.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -296616.000000 Penalty: 2355.499023
	Iteration 25Q: 3 clusters Score -296616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -296617.187500 Penalty: 2355.499023
	Iteration 26Q: 3 clusters Score -296617.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -296618.406250 Penalty: 2355.499023
	Iteration 27Q: 3 clusters Score -296618.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -296618.500000 Penalty: 2355.499023
	Iteration 28Q: 3 clusters Score -296618.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -296618.500000 Penalty: 2355.499023
	Iteration 29F: 3 clusters Score -296618.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Entering Unmasked Estep 
Score: -1111462.250000 Penalty: 1356.465210
	Iteration 0F: 2 clusters Score -1111462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1105302.500000 Penalty: 2712.930420
	Iteration 0F: 3 clusters Score -1105302 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1107355.750000 Penalty: 2712.930420
	Iteration 1F: 3 clusters Score -1107356 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1107662.375000 Penalty: 2712.930420
	Iteration 2F: 3 clusters Score -1107662 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1107851.375000 Penalty: 2712.930420
	Iteration 3Q: 3 clusters Score -1107851 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1107971.750000 Penalty: 2712.930420
	Iteration 4Q: 3 clusters Score -1107972 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1108065.375000 Penalty: 2712.930420
	Iteration 5Q: 3 clusters Score -1108065 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1108131.875000 Penalty: 2712.930420
	Iteration 6Q: 3 clusters Score -1108132 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1108192.000000 Penalty: 2712.930420
	Iteration 7Q: 3 clusters Score -1108192 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1108249.500000 Penalty: 2712.930420
	Iteration 8Q: 3 clusters Score -1108250 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1108321.000000 Penalty: 2712.930420
	Iteration 9Q: 3 clusters Score -1108321 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1108407.750000 Penalty: 2712.930420
	Iteration 10Q: 3 clusters Score -1108408 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1108514.625000 Penalty: 2712.930420
	Iteration 11Q: 3 clusters Score -1108515 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1108652.375000 Penalty: 2712.930420
	Iteration 12Q: 3 clusters Score -1108652 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1108832.125000 Penalty: 2712.930420
	Iteration 13Q: 3 clusters Score -1108832 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1109028.625000 Penalty: 2712.930420
	Iteration 14Q: 3 clusters Score -1109029 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1109247.875000 Penalty: 2712.930420
	Iteration 15Q: 3 clusters Score -1109248 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1109433.625000 Penalty: 2712.930420
	Iteration 16Q: 3 clusters Score -1109434 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1109608.750000 Penalty: 2712.930420
	Iteration 17Q: 3 clusters Score -1109609 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1109741.750000 Penalty: 2712.930420
	Iteration 18Q: 3 clusters Score -1109742 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1109846.875000 Penalty: 2712.930420
	Iteration 19Q: 3 clusters Score -1109847 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1109929.250000 Penalty: 2712.930420
	Iteration 20F: 3 clusters Score -1109929 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1109989.750000 Penalty: 2712.930420
	Iteration 21Q: 3 clusters Score -1109990 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1110039.125000 Penalty: 2712.930420
	Iteration 22Q: 3 clusters Score -1110039 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1110088.750000 Penalty: 2712.930420
	Iteration 23Q: 3 clusters Score -1110089 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1110128.500000 Penalty: 2712.930420
	Iteration 24Q: 3 clusters Score -1110128 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1110149.250000 Penalty: 2712.930420
	Iteration 25Q: 3 clusters Score -1110149 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1110165.875000 Penalty: 2712.930420
	Iteration 26Q: 3 clusters Score -1110166 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1110180.250000 Penalty: 2712.930420
	Iteration 27Q: 3 clusters Score -1110180 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1110192.250000 Penalty: 2712.930420
	Iteration 28Q: 3 clusters Score -1110192 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1110211.000000 Penalty: 2712.930420
	Iteration 29Q: 3 clusters Score -1110211 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1110228.625000 Penalty: 2712.930420
	Iteration 30Q: 3 clusters Score -1110229 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1110245.875000 Penalty: 2712.930420
	Iteration 31Q: 3 clusters Score -1110246 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1110260.375000 Penalty: 2712.930420
	Iteration 32Q: 3 clusters Score -1110260 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1110268.000000 Penalty: 2712.930420
	Iteration 33Q: 3 clusters Score -1110268 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1110276.625000 Penalty: 2712.930420
	Iteration 34Q: 3 clusters Score -1110277 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1110289.000000 Penalty: 2712.930420
	Iteration 35Q: 3 clusters Score -1110289 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1110302.000000 Penalty: 2712.930420
	Iteration 36Q: 3 clusters Score -1110302 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1110309.625000 Penalty: 2712.930420
	Iteration 37Q: 3 clusters Score -1110310 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1110317.000000 Penalty: 2712.930420
	Iteration 38Q: 3 clusters Score -1110317 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1110326.000000 Penalty: 2712.930420
	Iteration 39Q: 3 clusters Score -1110326 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1110331.250000 Penalty: 2712.930420
	Iteration 40F: 3 clusters Score -1110331 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1110337.750000 Penalty: 2712.930420
	Iteration 41Q: 3 clusters Score -1110338 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1110342.125000 Penalty: 2712.930420
	Iteration 42Q: 3 clusters Score -1110342 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1110350.625000 Penalty: 2712.930420
	Iteration 43Q: 3 clusters Score -1110351 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1110355.000000 Penalty: 2712.930420
	Iteration 44Q: 3 clusters Score -1110355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1110360.875000 Penalty: 2712.930420
	Iteration 45Q: 3 clusters Score -1110361 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1110365.125000 Penalty: 2712.930420
	Iteration 46Q: 3 clusters Score -1110365 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1110368.000000 Penalty: 2712.930420
	Iteration 47Q: 3 clusters Score -1110368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1110373.000000 Penalty: 2712.930420
	Iteration 48Q: 3 clusters Score -1110373 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1110377.625000 Penalty: 2712.930420
	Iteration 49Q: 3 clusters Score -1110378 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1110383.250000 Penalty: 2712.930420
	Iteration 50Q: 3 clusters Score -1110383 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1110387.750000 Penalty: 2712.930420
	Iteration 51Q: 3 clusters Score -1110388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1110392.875000 Penalty: 2712.930420
	Iteration 52Q: 3 clusters Score -1110393 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1110394.500000 Penalty: 2712.930420
	Iteration 53Q: 3 clusters Score -1110394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1110398.375000 Penalty: 2712.930420
	Iteration 54Q: 3 clusters Score -1110398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1110399.750000 Penalty: 2712.930420
	Iteration 55Q: 3 clusters Score -1110400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1110402.750000 Penalty: 2712.930420
	Iteration 56Q: 3 clusters Score -1110403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1110402.125000 Penalty: 2712.930420
	Iteration 57Q: 3 clusters Score -1110402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1110402.625000 Penalty: 2712.930420
	Iteration 58Q: 3 clusters Score -1110403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1110404.375000 Penalty: 2712.930420
	Iteration 59Q: 3 clusters Score -1110404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1110404.500000 Penalty: 2712.930420
	Iteration 60F: 3 clusters Score -1110404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1110406.000000 Penalty: 2712.930420
	Iteration 61Q: 3 clusters Score -1110406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1110406.625000 Penalty: 2712.930420
	Iteration 62Q: 3 clusters Score -1110407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1110407.000000 Penalty: 2712.930420
	Iteration 63Q: 3 clusters Score -1110407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1110410.750000 Penalty: 2712.930420
	Iteration 64Q: 3 clusters Score -1110411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1110411.500000 Penalty: 2712.930420
	Iteration 65Q: 3 clusters Score -1110412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1110409.500000 Penalty: 2712.930420
	Iteration 66Q: 3 clusters Score -1110410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1110411.750000 Penalty: 2712.930420
	Iteration 67Q: 3 clusters Score -1110412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1110417.500000 Penalty: 2712.930420
	Iteration 68Q: 3 clusters Score -1110418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1110419.500000 Penalty: 2712.930420
	Iteration 69Q: 3 clusters Score -1110420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1110420.000000 Penalty: 2712.930420
	Iteration 70Q: 3 clusters Score -1110420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1110419.000000 Penalty: 2712.930420
	Iteration 71Q: 3 clusters Score -1110419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1110420.750000 Penalty: 2712.930420
	Iteration 72Q: 3 clusters Score -1110421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1110420.750000 Penalty: 2712.930420
	Iteration 73F: 3 clusters Score -1110421 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (22522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Entering Unmasked Estep 
Score: -2751688.750000 Penalty: 1491.310547
	Iteration 0F: 2 clusters Score -2751689 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -2736875.500000 Penalty: 2982.621094
	Iteration 0F: 3 clusters Score -2736876 nChanged 10003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -2742229.500000 Penalty: 2982.621094
	Iteration 1F: 3 clusters Score -2742230 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -2742664.750000 Penalty: 2982.621094
	Iteration 2F: 3 clusters Score -2742665 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -2743063.000000 Penalty: 2982.621094
	Iteration 3Q: 3 clusters Score -2743063 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -2743496.250000 Penalty: 2982.621094
	Iteration 4Q: 3 clusters Score -2743496 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -2743964.250000 Penalty: 2982.621094
	Iteration 5Q: 3 clusters Score -2743964 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -2744554.000000 Penalty: 2982.621094
	Iteration 6Q: 3 clusters Score -2744554 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -2745286.250000 Penalty: 2982.621094
	Iteration 7F: 3 clusters Score -2745286 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -2746101.250000 Penalty: 2982.621094
	Iteration 8F: 3 clusters Score -2746101 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -2746925.250000 Penalty: 2982.621094
	Iteration 9F: 3 clusters Score -2746925 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -2747732.500000 Penalty: 2982.621094
	Iteration 10Q: 3 clusters Score -2747732 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -2748448.500000 Penalty: 2982.621094
	Iteration 11Q: 3 clusters Score -2748448 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -2748997.500000 Penalty: 2982.621094
	Iteration 12Q: 3 clusters Score -2748998 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -2749399.750000 Penalty: 2982.621094
	Iteration 13Q: 3 clusters Score -2749400 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2749702.750000 Penalty: 2982.621094
	Iteration 14Q: 3 clusters Score -2749703 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2749913.000000 Penalty: 2982.621094
	Iteration 15Q: 3 clusters Score -2749913 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2750065.500000 Penalty: 2982.621094
	Iteration 16Q: 3 clusters Score -2750066 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2750172.250000 Penalty: 2982.621094
	Iteration 17Q: 3 clusters Score -2750172 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2750234.750000 Penalty: 2982.621094
	Iteration 18Q: 3 clusters Score -2750235 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21648 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2750288.000000 Penalty: 2982.621094
	Iteration 19Q: 3 clusters Score -2750288 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2750331.500000 Penalty: 2982.621094
	Iteration 20F: 3 clusters Score -2750332 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2750361.500000 Penalty: 2982.621094
	Iteration 21Q: 3 clusters Score -2750362 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2750391.750000 Penalty: 2982.621094
	Iteration 22Q: 3 clusters Score -2750392 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2750416.000000 Penalty: 2982.621094
	Iteration 23Q: 3 clusters Score -2750416 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2750443.000000 Penalty: 2982.621094
	Iteration 24Q: 3 clusters Score -2750443 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2750467.250000 Penalty: 2982.621094
	Iteration 25Q: 3 clusters Score -2750467 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21885 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2750477.500000 Penalty: 2982.621094
	Iteration 26Q: 3 clusters Score -2750478 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2750488.500000 Penalty: 2982.621094
	Iteration 27Q: 3 clusters Score -2750488 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21915 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2750496.500000 Penalty: 2982.621094
	Iteration 28Q: 3 clusters Score -2750496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2750500.500000 Penalty: 2982.621094
	Iteration 29Q: 3 clusters Score -2750500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21931 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2750504.000000 Penalty: 2982.621094
	Iteration 30Q: 3 clusters Score -2750504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2750514.250000 Penalty: 2982.621094
	Iteration 31Q: 3 clusters Score -2750514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2750525.500000 Penalty: 2982.621094
	Iteration 32Q: 3 clusters Score -2750526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21958 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2750531.500000 Penalty: 2982.621094
	Iteration 33Q: 3 clusters Score -2750532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2750537.250000 Penalty: 2982.621094
	Iteration 34Q: 3 clusters Score -2750537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2750539.750000 Penalty: 2982.621094
	Iteration 35Q: 3 clusters Score -2750540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -2750545.750000 Penalty: 2982.621094
	Iteration 36Q: 3 clusters Score -2750546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -2750547.500000 Penalty: 2982.621094
	Iteration 37Q: 3 clusters Score -2750548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -2750548.750000 Penalty: 2982.621094
	Iteration 38Q: 3 clusters Score -2750549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2750550.000000 Penalty: 2982.621094
	Iteration 39Q: 3 clusters Score -2750550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2750556.000000 Penalty: 2982.621094
	Iteration 40F: 3 clusters Score -2750556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21988 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2750558.750000 Penalty: 2982.621094
	Iteration 41Q: 3 clusters Score -2750559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21989 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2750558.750000 Penalty: 2982.621094
	Iteration 42Q: 3 clusters Score -2750559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21991 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2750558.250000 Penalty: 2982.621094
	Iteration 43Q: 3 clusters Score -2750558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2750560.250000 Penalty: 2982.621094
	Iteration 44Q: 3 clusters Score -2750560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2750566.750000 Penalty: 2982.621094
	Iteration 45Q: 3 clusters Score -2750567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22002 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2750565.750000 Penalty: 2982.621094
	Iteration 46Q: 3 clusters Score -2750566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2750566.500000 Penalty: 2982.621094
	Iteration 47Q: 3 clusters Score -2750566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2750568.750000 Penalty: 2982.621094
	Iteration 48Q: 3 clusters Score -2750569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2750566.500000 Penalty: 2982.621094
	Iteration 49Q: 3 clusters Score -2750566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22006 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2750567.500000 Penalty: 2982.621094
	Iteration 50Q: 3 clusters Score -2750568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22006 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2750567.500000 Penalty: 2982.621094
	Iteration 51F: 3 clusters Score -2750568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Entering Unmasked Estep 
Score: -919066.312500 Penalty: 1329.584106
	Iteration 0F: 2 clusters Score -919066.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -913761.312500 Penalty: 2659.168213
	Iteration 0F: 3 clusters Score -913761.3 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -915408.125000 Penalty: 2659.168213
	Iteration 1F: 3 clusters Score -915408.1 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -915665.125000 Penalty: 2659.168213
	Iteration 2F: 3 clusters Score -915665.1 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -915857.750000 Penalty: 2659.168213
	Iteration 3F: 3 clusters Score -915857.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -916008.687500 Penalty: 2659.168213
	Iteration 4Q: 3 clusters Score -916008.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -916160.687500 Penalty: 2659.168213
	Iteration 5Q: 3 clusters Score -916160.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -916315.000000 Penalty: 2659.168213
	Iteration 6Q: 3 clusters Score -916315 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -916463.187500 Penalty: 2659.168213
	Iteration 7Q: 3 clusters Score -916463.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -916595.375000 Penalty: 2659.168213
	Iteration 8Q: 3 clusters Score -916595.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -916724.250000 Penalty: 2659.168213
	Iteration 9Q: 3 clusters Score -916724.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -916852.187500 Penalty: 2659.168213
	Iteration 10Q: 3 clusters Score -916852.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -916998.937500 Penalty: 2659.168213
	Iteration 11Q: 3 clusters Score -916998.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -917141.812500 Penalty: 2659.168213
	Iteration 12Q: 3 clusters Score -917141.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -917322.125000 Penalty: 2659.168213
	Iteration 13Q: 3 clusters Score -917322.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -917484.437500 Penalty: 2659.168213
	Iteration 14Q: 3 clusters Score -917484.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -917603.312500 Penalty: 2659.168213
	Iteration 15Q: 3 clusters Score -917603.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -917685.625000 Penalty: 2659.168213
	Iteration 16Q: 3 clusters Score -917685.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -917769.125000 Penalty: 2659.168213
	Iteration 17Q: 3 clusters Score -917769.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -917835.125000 Penalty: 2659.168213
	Iteration 18Q: 3 clusters Score -917835.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -917884.312500 Penalty: 2659.168213
	Iteration 19Q: 3 clusters Score -917884.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -917932.187500 Penalty: 2659.168213
	Iteration 20F: 3 clusters Score -917932.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -917968.687500 Penalty: 2659.168213
	Iteration 21Q: 3 clusters Score -917968.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -918006.000000 Penalty: 2659.168213
	Iteration 22Q: 3 clusters Score -918006 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -918032.812500 Penalty: 2659.168213
	Iteration 23Q: 3 clusters Score -918032.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -918056.187500 Penalty: 2659.168213
	Iteration 24Q: 3 clusters Score -918056.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -918077.625000 Penalty: 2659.168213
	Iteration 25Q: 3 clusters Score -918077.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -918097.062500 Penalty: 2659.168213
	Iteration 26Q: 3 clusters Score -918097.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -918109.312500 Penalty: 2659.168213
	Iteration 27Q: 3 clusters Score -918109.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -918124.187500 Penalty: 2659.168213
	Iteration 28Q: 3 clusters Score -918124.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -918133.312500 Penalty: 2659.168213
	Iteration 29Q: 3 clusters Score -918133.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -918143.437500 Penalty: 2659.168213
	Iteration 30Q: 3 clusters Score -918143.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -918155.187500 Penalty: 2659.168213
	Iteration 31Q: 3 clusters Score -918155.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -918160.812500 Penalty: 2659.168213
	Iteration 32Q: 3 clusters Score -918160.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -918175.562500 Penalty: 2659.168213
	Iteration 33Q: 3 clusters Score -918175.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -918185.500000 Penalty: 2659.168213
	Iteration 34Q: 3 clusters Score -918185.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -918194.375000 Penalty: 2659.168213
	Iteration 35Q: 3 clusters Score -918194.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -918200.000000 Penalty: 2659.168213
	Iteration 36Q: 3 clusters Score -918200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -918200.500000 Penalty: 2659.168213
	Iteration 37Q: 3 clusters Score -918200.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -918203.750000 Penalty: 2659.168213
	Iteration 38Q: 3 clusters Score -918203.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -918206.062500 Penalty: 2659.168213
	Iteration 39Q: 3 clusters Score -918206.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -918208.437500 Penalty: 2659.168213
	Iteration 40F: 3 clusters Score -918208.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -918210.187500 Penalty: 2659.168213
	Iteration 41Q: 3 clusters Score -918210.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -918210.812500 Penalty: 2659.168213
	Iteration 42Q: 3 clusters Score -918210.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -918211.437500 Penalty: 2659.168213
	Iteration 43Q: 3 clusters Score -918211.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -918213.875000 Penalty: 2659.168213
	Iteration 44Q: 3 clusters Score -918213.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -918215.375000 Penalty: 2659.168213
	Iteration 45Q: 3 clusters Score -918215.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -918215.625000 Penalty: 2659.168213
	Iteration 46Q: 3 clusters Score -918215.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -918217.750000 Penalty: 2659.168213
	Iteration 47Q: 3 clusters Score -918217.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -918216.250000 Penalty: 2659.168213
	Iteration 48Q: 3 clusters Score -918216.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -918218.187500 Penalty: 2659.168213
	Iteration 49Q: 3 clusters Score -918218.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -918222.187500 Penalty: 2659.168213
	Iteration 50Q: 3 clusters Score -918222.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -918225.625000 Penalty: 2659.168213
	Iteration 51Q: 3 clusters Score -918225.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -918228.187500 Penalty: 2659.168213
	Iteration 52Q: 3 clusters Score -918228.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -918231.937500 Penalty: 2659.168213
	Iteration 53Q: 3 clusters Score -918231.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -918234.000000 Penalty: 2659.168213
	Iteration 54Q: 3 clusters Score -918234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -918232.875000 Penalty: 2659.168213
	Iteration 55Q: 3 clusters Score -918232.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -918232.250000 Penalty: 2659.168213
	Iteration 56Q: 3 clusters Score -918232.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -918232.250000 Penalty: 2659.168213
	Iteration 57F: 3 clusters Score -918232.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Entering Unmasked Estep 
Score: -878831.000000 Penalty: 1316.208862
	Iteration 0F: 2 clusters Score -878831 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -873915.312500 Penalty: 2632.417725
	Iteration 0F: 3 clusters Score -873915.3 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -875379.562500 Penalty: 2632.417725
	Iteration 1F: 3 clusters Score -875379.6 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -875628.250000 Penalty: 2632.417725
	Iteration 2F: 3 clusters Score -875628.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -875767.937500 Penalty: 2632.417725
	Iteration 3Q: 3 clusters Score -875767.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -875866.750000 Penalty: 2632.417725
	Iteration 4Q: 3 clusters Score -875866.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -875951.437500 Penalty: 2632.417725
	Iteration 5Q: 3 clusters Score -875951.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -876015.750000 Penalty: 2632.417725
	Iteration 6Q: 3 clusters Score -876015.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -876067.812500 Penalty: 2632.417725
	Iteration 7Q: 3 clusters Score -876067.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -876115.250000 Penalty: 2632.417725
	Iteration 8Q: 3 clusters Score -876115.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -876156.500000 Penalty: 2632.417725
	Iteration 9Q: 3 clusters Score -876156.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -876191.562500 Penalty: 2632.417725
	Iteration 10Q: 3 clusters Score -876191.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -876234.875000 Penalty: 2632.417725
	Iteration 11Q: 3 clusters Score -876234.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -876272.125000 Penalty: 2632.417725
	Iteration 12Q: 3 clusters Score -876272.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -876314.625000 Penalty: 2632.417725
	Iteration 13Q: 3 clusters Score -876314.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -876344.875000 Penalty: 2632.417725
	Iteration 14Q: 3 clusters Score -876344.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -876370.437500 Penalty: 2632.417725
	Iteration 15Q: 3 clusters Score -876370.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -876390.375000 Penalty: 2632.417725
	Iteration 16Q: 3 clusters Score -876390.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -876408.000000 Penalty: 2632.417725
	Iteration 17Q: 3 clusters Score -876408 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -876425.750000 Penalty: 2632.417725
	Iteration 18Q: 3 clusters Score -876425.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -876446.125000 Penalty: 2632.417725
	Iteration 19Q: 3 clusters Score -876446.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -876467.562500 Penalty: 2632.417725
	Iteration 20F: 3 clusters Score -876467.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -876488.687500 Penalty: 2632.417725
	Iteration 21Q: 3 clusters Score -876488.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -876505.875000 Penalty: 2632.417725
	Iteration 22Q: 3 clusters Score -876505.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -876520.312500 Penalty: 2632.417725
	Iteration 23Q: 3 clusters Score -876520.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -876536.750000 Penalty: 2632.417725
	Iteration 24Q: 3 clusters Score -876536.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -876546.375000 Penalty: 2632.417725
	Iteration 25Q: 3 clusters Score -876546.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -876557.250000 Penalty: 2632.417725
	Iteration 26Q: 3 clusters Score -876557.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -876563.875000 Penalty: 2632.417725
	Iteration 27Q: 3 clusters Score -876563.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -876570.375000 Penalty: 2632.417725
	Iteration 28Q: 3 clusters Score -876570.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -876578.000000 Penalty: 2632.417725
	Iteration 29Q: 3 clusters Score -876578 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -876582.875000 Penalty: 2632.417725
	Iteration 30Q: 3 clusters Score -876582.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -876585.812500 Penalty: 2632.417725
	Iteration 31Q: 3 clusters Score -876585.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -876589.937500 Penalty: 2632.417725
	Iteration 32Q: 3 clusters Score -876589.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -876591.812500 Penalty: 2632.417725
	Iteration 33Q: 3 clusters Score -876591.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -876594.687500 Penalty: 2632.417725
	Iteration 34Q: 3 clusters Score -876594.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -876595.937500 Penalty: 2632.417725
	Iteration 35Q: 3 clusters Score -876595.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -876599.500000 Penalty: 2632.417725
	Iteration 36Q: 3 clusters Score -876599.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -876603.250000 Penalty: 2632.417725
	Iteration 37Q: 3 clusters Score -876603.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -876608.312500 Penalty: 2632.417725
	Iteration 38Q: 3 clusters Score -876608.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -876613.125000 Penalty: 2632.417725
	Iteration 39Q: 3 clusters Score -876613.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -876616.750000 Penalty: 2632.417725
	Iteration 40F: 3 clusters Score -876616.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -876621.375000 Penalty: 2632.417725
	Iteration 41Q: 3 clusters Score -876621.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -876627.250000 Penalty: 2632.417725
	Iteration 42Q: 3 clusters Score -876627.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -876629.375000 Penalty: 2632.417725
	Iteration 43Q: 3 clusters Score -876629.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -876631.875000 Penalty: 2632.417725
	Iteration 44Q: 3 clusters Score -876631.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -876635.875000 Penalty: 2632.417725
	Iteration 45Q: 3 clusters Score -876635.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -876636.437500 Penalty: 2632.417725
	Iteration 46Q: 3 clusters Score -876636.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -876639.812500 Penalty: 2632.417725
	Iteration 47Q: 3 clusters Score -876639.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -876640.062500 Penalty: 2632.417725
	Iteration 48Q: 3 clusters Score -876640.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -876642.375000 Penalty: 2632.417725
	Iteration 49Q: 3 clusters Score -876642.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -876646.562500 Penalty: 2632.417725
	Iteration 50Q: 3 clusters Score -876646.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -876647.875000 Penalty: 2632.417725
	Iteration 51Q: 3 clusters Score -876647.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -876651.125000 Penalty: 2632.417725
	Iteration 52Q: 3 clusters Score -876651.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -876651.750000 Penalty: 2632.417725
	Iteration 53Q: 3 clusters Score -876651.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -876653.687500 Penalty: 2632.417725
	Iteration 54Q: 3 clusters Score -876653.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -876654.062500 Penalty: 2632.417725
	Iteration 55Q: 3 clusters Score -876654.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -876654.875000 Penalty: 2632.417725
	Iteration 56Q: 3 clusters Score -876654.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -876657.125000 Penalty: 2632.417725
	Iteration 57Q: 3 clusters Score -876657.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -876656.937500 Penalty: 2632.417725
	Iteration 58Q: 3 clusters Score -876656.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -876656.937500 Penalty: 2632.417725
	Iteration 59F: 3 clusters Score -876656.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (21810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21810 members 
Entering Unmasked Estep 
Score: -2771991.750000 Penalty: 1486.530396
	Iteration 0F: 2 clusters Score -2771992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -2757723.500000 Penalty: 2973.060791
	Iteration 0F: 3 clusters Score -2757724 nChanged 9601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -2762915.250000 Penalty: 2973.060791
	Iteration 1F: 3 clusters Score -2762915 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -2763366.000000 Penalty: 2973.060791
	Iteration 2F: 3 clusters Score -2763366 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -2763799.500000 Penalty: 2973.060791
	Iteration 3Q: 3 clusters Score -2763800 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -2764218.250000 Penalty: 2973.060791
	Iteration 4Q: 3 clusters Score -2764218 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -2764694.000000 Penalty: 2973.060791
	Iteration 5Q: 3 clusters Score -2764694 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -2765316.750000 Penalty: 2973.060791
	Iteration 6F: 3 clusters Score -2765317 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -2766085.750000 Penalty: 2973.060791
	Iteration 7F: 3 clusters Score -2766086 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -2767002.750000 Penalty: 2973.060791
	Iteration 8F: 3 clusters Score -2767003 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -2767974.250000 Penalty: 2973.060791
	Iteration 9F: 3 clusters Score -2767974 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -2768789.750000 Penalty: 2973.060791
	Iteration 10Q: 3 clusters Score -2768790 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -2769459.000000 Penalty: 2973.060791
	Iteration 11Q: 3 clusters Score -2769459 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 19850 members 
Entering Unmasked Estep 
Score: -2769937.000000 Penalty: 2973.060791
	Iteration 12Q: 3 clusters Score -2769937 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -2770256.750000 Penalty: 2973.060791
	Iteration 13Q: 3 clusters Score -2770257 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -2770454.250000 Penalty: 2973.060791
	Iteration 14Q: 3 clusters Score -2770454 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -2770579.250000 Penalty: 2973.060791
	Iteration 15Q: 3 clusters Score -2770579 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 20724 members 
Entering Unmasked Estep 
Score: -2770669.500000 Penalty: 2973.060791
	Iteration 16Q: 3 clusters Score -2770670 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -2770746.000000 Penalty: 2973.060791
	Iteration 17Q: 3 clusters Score -2770746 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -2770793.250000 Penalty: 2973.060791
	Iteration 18Q: 3 clusters Score -2770793 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 20936 members 
Entering Unmasked Estep 
Score: -2770824.500000 Penalty: 2973.060791
	Iteration 19Q: 3 clusters Score -2770824 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 20970 members 
Entering Unmasked Estep 
Score: -2770846.250000 Penalty: 2973.060791
	Iteration 20F: 3 clusters Score -2770846 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 20991 members 
Entering Unmasked Estep 
Score: -2770862.500000 Penalty: 2973.060791
	Iteration 21Q: 3 clusters Score -2770862 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
Score: -2770871.500000 Penalty: 2973.060791
	Iteration 22Q: 3 clusters Score -2770872 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 21030 members 
Entering Unmasked Estep 
Score: -2770882.250000 Penalty: 2973.060791
	Iteration 23Q: 3 clusters Score -2770882 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -2770896.250000 Penalty: 2973.060791
	Iteration 24Q: 3 clusters Score -2770896 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -2770917.500000 Penalty: 2973.060791
	Iteration 25Q: 3 clusters Score -2770918 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 21090 members 
Entering Unmasked Estep 
Score: -2770933.750000 Penalty: 2973.060791
	Iteration 26Q: 3 clusters Score -2770934 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -2770935.250000 Penalty: 2973.060791
	Iteration 27Q: 3 clusters Score -2770935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 21100 members 
Entering Unmasked Estep 
Score: -2770937.000000 Penalty: 2973.060791
	Iteration 28Q: 3 clusters Score -2770937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -2770938.750000 Penalty: 2973.060791
	Iteration 29Q: 3 clusters Score -2770939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -2770941.500000 Penalty: 2973.060791
	Iteration 30Q: 3 clusters Score -2770942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -2770942.250000 Penalty: 2973.060791
	Iteration 31Q: 3 clusters Score -2770942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -2770941.500000 Penalty: 2973.060791
	Iteration 32Q: 3 clusters Score -2770942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -2770948.250000 Penalty: 2973.060791
	Iteration 33Q: 3 clusters Score -2770948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
Score: -2770958.250000 Penalty: 2973.060791
	Iteration 34Q: 3 clusters Score -2770958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -2770960.000000 Penalty: 2973.060791
	Iteration 35Q: 3 clusters Score -2770960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -2770961.750000 Penalty: 2973.060791
	Iteration 36Q: 3 clusters Score -2770962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -2770964.250000 Penalty: 2973.060791
	Iteration 37Q: 3 clusters Score -2770964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -2770964.500000 Penalty: 2973.060791
	Iteration 38Q: 3 clusters Score -2770964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -2770963.500000 Penalty: 2973.060791
	Iteration 39Q: 3 clusters Score -2770964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -2770968.500000 Penalty: 2973.060791
	Iteration 40F: 3 clusters Score -2770968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 21143 members 
Entering Unmasked Estep 
Score: -2770969.000000 Penalty: 2973.060791
	Iteration 41Q: 3 clusters Score -2770969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 21143 members 
Entering Unmasked Estep 
Score: -2770969.000000 Penalty: 2973.060791
	Iteration 42F: 3 clusters Score -2770969 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (19208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Entering Unmasked Estep 
Score: -2333666.250000 Penalty: 1467.626587
	Iteration 0F: 2 clusters Score -2333666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -2321078.000000 Penalty: 2935.253174
	Iteration 0F: 3 clusters Score -2321078 nChanged 8493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -2325480.500000 Penalty: 2935.253174
	Iteration 1F: 3 clusters Score -2325480 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -2325853.000000 Penalty: 2935.253174
	Iteration 2F: 3 clusters Score -2325853 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -2326163.000000 Penalty: 2935.253174
	Iteration 3Q: 3 clusters Score -2326163 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -2326452.250000 Penalty: 2935.253174
	Iteration 4Q: 3 clusters Score -2326452 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -2326761.250000 Penalty: 2935.253174
	Iteration 5Q: 3 clusters Score -2326761 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -2327125.000000 Penalty: 2935.253174
	Iteration 6Q: 3 clusters Score -2327125 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -2327481.500000 Penalty: 2935.253174
	Iteration 7Q: 3 clusters Score -2327482 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -2327845.250000 Penalty: 2935.253174
	Iteration 8Q: 3 clusters Score -2327845 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -2328220.500000 Penalty: 2935.253174
	Iteration 9Q: 3 clusters Score -2328220 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -2328557.000000 Penalty: 2935.253174
	Iteration 10Q: 3 clusters Score -2328557 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -2328894.500000 Penalty: 2935.253174
	Iteration 11Q: 3 clusters Score -2328894 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -2329190.250000 Penalty: 2935.253174
	Iteration 12Q: 3 clusters Score -2329190 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -2329456.500000 Penalty: 2935.253174
	Iteration 13Q: 3 clusters Score -2329456 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -2329693.250000 Penalty: 2935.253174
	Iteration 14Q: 3 clusters Score -2329693 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -2329925.000000 Penalty: 2935.253174
	Iteration 15Q: 3 clusters Score -2329925 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -2330164.250000 Penalty: 2935.253174
	Iteration 16Q: 3 clusters Score -2330164 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -2330363.500000 Penalty: 2935.253174
	Iteration 17Q: 3 clusters Score -2330364 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -2330524.250000 Penalty: 2935.253174
	Iteration 18Q: 3 clusters Score -2330524 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -2330627.500000 Penalty: 2935.253174
	Iteration 19Q: 3 clusters Score -2330628 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -2330715.250000 Penalty: 2935.253174
	Iteration 20F: 3 clusters Score -2330715 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -2330796.000000 Penalty: 2935.253174
	Iteration 21Q: 3 clusters Score -2330796 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -2330865.500000 Penalty: 2935.253174
	Iteration 22Q: 3 clusters Score -2330866 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -2330931.000000 Penalty: 2935.253174
	Iteration 23Q: 3 clusters Score -2330931 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -2330992.000000 Penalty: 2935.253174
	Iteration 24Q: 3 clusters Score -2330992 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -2331035.000000 Penalty: 2935.253174
	Iteration 25Q: 3 clusters Score -2331035 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -2331084.750000 Penalty: 2935.253174
	Iteration 26Q: 3 clusters Score -2331085 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -2331129.250000 Penalty: 2935.253174
	Iteration 27Q: 3 clusters Score -2331129 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -2331183.250000 Penalty: 2935.253174
	Iteration 28Q: 3 clusters Score -2331183 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -2331268.750000 Penalty: 2935.253174
	Iteration 29Q: 3 clusters Score -2331269 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -2331334.250000 Penalty: 2935.253174
	Iteration 30Q: 3 clusters Score -2331334 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -2331409.500000 Penalty: 2935.253174
	Iteration 31Q: 3 clusters Score -2331410 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -2331476.250000 Penalty: 2935.253174
	Iteration 32Q: 3 clusters Score -2331476 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -2331533.500000 Penalty: 2935.253174
	Iteration 33Q: 3 clusters Score -2331534 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -2331584.750000 Penalty: 2935.253174
	Iteration 34Q: 3 clusters Score -2331585 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -2331631.500000 Penalty: 2935.253174
	Iteration 35Q: 3 clusters Score -2331632 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -2331680.250000 Penalty: 2935.253174
	Iteration 36Q: 3 clusters Score -2331680 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -2331730.500000 Penalty: 2935.253174
	Iteration 37Q: 3 clusters Score -2331730 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -2331772.750000 Penalty: 2935.253174
	Iteration 38Q: 3 clusters Score -2331773 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -2331827.500000 Penalty: 2935.253174
	Iteration 39Q: 3 clusters Score -2331828 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -2331862.750000 Penalty: 2935.253174
	Iteration 40F: 3 clusters Score -2331863 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -2331909.000000 Penalty: 2935.253174
	Iteration 41Q: 3 clusters Score -2331909 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -2331960.250000 Penalty: 2935.253174
	Iteration 42Q: 3 clusters Score -2331960 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -2332001.500000 Penalty: 2935.253174
	Iteration 43Q: 3 clusters Score -2332002 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -2332039.500000 Penalty: 2935.253174
	Iteration 44Q: 3 clusters Score -2332040 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -2332077.500000 Penalty: 2935.253174
	Iteration 45Q: 3 clusters Score -2332078 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -2332107.500000 Penalty: 2935.253174
	Iteration 46Q: 3 clusters Score -2332108 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -2332158.500000 Penalty: 2935.253174
	Iteration 47Q: 3 clusters Score -2332158 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -2332209.750000 Penalty: 2935.253174
	Iteration 48Q: 3 clusters Score -2332210 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -2332263.500000 Penalty: 2935.253174
	Iteration 49Q: 3 clusters Score -2332264 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -2332321.000000 Penalty: 2935.253174
	Iteration 50Q: 3 clusters Score -2332321 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -2332371.000000 Penalty: 2935.253174
	Iteration 51Q: 3 clusters Score -2332371 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -2332418.000000 Penalty: 2935.253174
	Iteration 52Q: 3 clusters Score -2332418 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -2332465.250000 Penalty: 2935.253174
	Iteration 53Q: 3 clusters Score -2332465 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -2332499.000000 Penalty: 2935.253174
	Iteration 54Q: 3 clusters Score -2332499 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -2332538.250000 Penalty: 2935.253174
	Iteration 55Q: 3 clusters Score -2332538 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -2332555.750000 Penalty: 2935.253174
	Iteration 56Q: 3 clusters Score -2332556 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -2332580.250000 Penalty: 2935.253174
	Iteration 57Q: 3 clusters Score -2332580 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -2332595.000000 Penalty: 2935.253174
	Iteration 58Q: 3 clusters Score -2332595 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -2332611.500000 Penalty: 2935.253174
	Iteration 59Q: 3 clusters Score -2332612 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -2332621.250000 Penalty: 2935.253174
	Iteration 60F: 3 clusters Score -2332621 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -2332626.000000 Penalty: 2935.253174
	Iteration 61Q: 3 clusters Score -2332626 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -2332631.250000 Penalty: 2935.253174
	Iteration 62Q: 3 clusters Score -2332631 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -2332646.000000 Penalty: 2935.253174
	Iteration 63Q: 3 clusters Score -2332646 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -2332652.000000 Penalty: 2935.253174
	Iteration 64Q: 3 clusters Score -2332652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -2332657.250000 Penalty: 2935.253174
	Iteration 65Q: 3 clusters Score -2332657 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -2332664.000000 Penalty: 2935.253174
	Iteration 66Q: 3 clusters Score -2332664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -2332670.750000 Penalty: 2935.253174
	Iteration 67Q: 3 clusters Score -2332671 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -2332678.250000 Penalty: 2935.253174
	Iteration 68Q: 3 clusters Score -2332678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -2332679.750000 Penalty: 2935.253174
	Iteration 69Q: 3 clusters Score -2332680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -2332691.000000 Penalty: 2935.253174
	Iteration 70Q: 3 clusters Score -2332691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -2332697.250000 Penalty: 2935.253174
	Iteration 71Q: 3 clusters Score -2332697 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -2332701.000000 Penalty: 2935.253174
	Iteration 72Q: 3 clusters Score -2332701 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -2332704.250000 Penalty: 2935.253174
	Iteration 73Q: 3 clusters Score -2332704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -2332706.750000 Penalty: 2935.253174
	Iteration 74Q: 3 clusters Score -2332707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -2332712.750000 Penalty: 2935.253174
	Iteration 75Q: 3 clusters Score -2332713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -2332714.250000 Penalty: 2935.253174
	Iteration 76Q: 3 clusters Score -2332714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -2332720.000000 Penalty: 2935.253174
	Iteration 77Q: 3 clusters Score -2332720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -2332723.750000 Penalty: 2935.253174
	Iteration 78Q: 3 clusters Score -2332724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -2332722.750000 Penalty: 2935.253174
	Iteration 79Q: 3 clusters Score -2332723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -2332724.000000 Penalty: 2935.253174
	Iteration 80F: 3 clusters Score -2332724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -2332726.250000 Penalty: 2935.253174
	Iteration 81Q: 3 clusters Score -2332726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -2332726.750000 Penalty: 2935.253174
	Iteration 82Q: 3 clusters Score -2332727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -2332726.750000 Penalty: 2935.253174
	Iteration 83F: 3 clusters Score -2332727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (18819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Entering Unmasked Estep 
Score: -2387596.500000 Penalty: 1464.582275
	Iteration 0F: 2 clusters Score -2387596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -2375255.750000 Penalty: 2929.164551
	Iteration 0F: 3 clusters Score -2375256 nChanged 8261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -2379676.000000 Penalty: 2929.164551
	Iteration 1F: 3 clusters Score -2379676 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -2380055.500000 Penalty: 2929.164551
	Iteration 2F: 3 clusters Score -2380056 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -2380370.750000 Penalty: 2929.164551
	Iteration 3Q: 3 clusters Score -2380371 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -2380688.250000 Penalty: 2929.164551
	Iteration 4Q: 3 clusters Score -2380688 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -2381081.750000 Penalty: 2929.164551
	Iteration 5Q: 3 clusters Score -2381082 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -2381580.750000 Penalty: 2929.164551
	Iteration 6Q: 3 clusters Score -2381581 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -2382238.250000 Penalty: 2929.164551
	Iteration 7F: 3 clusters Score -2382238 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -2383049.750000 Penalty: 2929.164551
	Iteration 8F: 3 clusters Score -2383050 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -2383943.500000 Penalty: 2929.164551
	Iteration 9F: 3 clusters Score -2383944 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -2384702.750000 Penalty: 2929.164551
	Iteration 10Q: 3 clusters Score -2384703 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2385295.500000 Penalty: 2929.164551
	Iteration 11Q: 3 clusters Score -2385296 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2385651.000000 Penalty: 2929.164551
	Iteration 12Q: 3 clusters Score -2385651 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2385883.750000 Penalty: 2929.164551
	Iteration 13Q: 3 clusters Score -2385884 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2386049.500000 Penalty: 2929.164551
	Iteration 14Q: 3 clusters Score -2386050 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2386187.000000 Penalty: 2929.164551
	Iteration 15Q: 3 clusters Score -2386187 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2386255.250000 Penalty: 2929.164551
	Iteration 16Q: 3 clusters Score -2386255 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2386277.750000 Penalty: 2929.164551
	Iteration 17Q: 3 clusters Score -2386278 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2386308.750000 Penalty: 2929.164551
	Iteration 18Q: 3 clusters Score -2386309 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2386326.750000 Penalty: 2929.164551
	Iteration 19Q: 3 clusters Score -2386327 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2386358.500000 Penalty: 2929.164551
	Iteration 20F: 3 clusters Score -2386358 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2386387.000000 Penalty: 2929.164551
	Iteration 21Q: 3 clusters Score -2386387 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2386408.000000 Penalty: 2929.164551
	Iteration 22Q: 3 clusters Score -2386408 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2386421.750000 Penalty: 2929.164551
	Iteration 23Q: 3 clusters Score -2386422 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2386437.750000 Penalty: 2929.164551
	Iteration 24Q: 3 clusters Score -2386438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2386454.250000 Penalty: 2929.164551
	Iteration 25Q: 3 clusters Score -2386454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2386469.000000 Penalty: 2929.164551
	Iteration 26Q: 3 clusters Score -2386469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2386471.500000 Penalty: 2929.164551
	Iteration 27Q: 3 clusters Score -2386472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2386475.750000 Penalty: 2929.164551
	Iteration 28Q: 3 clusters Score -2386476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2386475.750000 Penalty: 2929.164551
	Iteration 29F: 3 clusters Score -2386476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (53941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53941 members 
Entering Unmasked Estep 
Score: -6856497.000000 Penalty: 1621.272217
	Iteration 0F: 2 clusters Score -6856497 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27101 members 
Mstep: Class 2 contains 26840 members 
Entering Unmasked Estep 
Score: -6822722.500000 Penalty: 3242.544434
	Iteration 0F: 3 clusters Score -6822722 nChanged 24862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27379 members 
Mstep: Class 2 contains 26562 members 
Entering Unmasked Estep 
Score: -6836487.000000 Penalty: 3242.544434
	Iteration 1F: 3 clusters Score -6836487 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27535 members 
Mstep: Class 2 contains 26406 members 
Entering Unmasked Estep 
Score: -6837172.500000 Penalty: 3242.544434
	Iteration 2Q: 3 clusters Score -6837172 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27784 members 
Mstep: Class 2 contains 26157 members 
Entering Unmasked Estep 
Score: -6837840.500000 Penalty: 3242.544434
	Iteration 3Q: 3 clusters Score -6837840 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28181 members 
Mstep: Class 2 contains 25760 members 
Entering Unmasked Estep 
Score: -6838521.000000 Penalty: 3242.544434
	Iteration 4Q: 3 clusters Score -6838521 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28809 members 
Mstep: Class 2 contains 25132 members 
Entering Unmasked Estep 
Score: -6839175.500000 Penalty: 3242.544434
	Iteration 5Q: 3 clusters Score -6839176 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29677 members 
Mstep: Class 2 contains 24264 members 
Entering Unmasked Estep 
Score: -6839946.000000 Penalty: 3242.544434
	Iteration 6Q: 3 clusters Score -6839946 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30854 members 
Mstep: Class 2 contains 23087 members 
Entering Unmasked Estep 
Score: -6840781.000000 Penalty: 3242.544434
	Iteration 7Q: 3 clusters Score -6840781 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32391 members 
Mstep: Class 2 contains 21550 members 
Entering Unmasked Estep 
Score: -6841715.000000 Penalty: 3242.544434
	Iteration 8Q: 3 clusters Score -6841715 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34366 members 
Mstep: Class 2 contains 19575 members 
Entering Unmasked Estep 
Score: -6842875.000000 Penalty: 3242.544434
	Iteration 9Q: 3 clusters Score -6842875 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36862 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -6844298.000000 Penalty: 3242.544434
	Iteration 10Q: 3 clusters Score -6844298 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39751 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -6845943.000000 Penalty: 3242.544434
	Iteration 11F: 3 clusters Score -6845943 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42842 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -6847864.500000 Penalty: 3242.544434
	Iteration 12F: 3 clusters Score -6847864 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45983 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -6849840.000000 Penalty: 3242.544434
	Iteration 13F: 3 clusters Score -6849840 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48719 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -6851687.500000 Penalty: 3242.544434
	Iteration 14F: 3 clusters Score -6851688 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50787 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -6853126.000000 Penalty: 3242.544434
	Iteration 15Q: 3 clusters Score -6853126 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52052 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -6854031.500000 Penalty: 3242.544434
	Iteration 16Q: 3 clusters Score -6854032 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52706 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -6854481.500000 Penalty: 3242.544434
	Iteration 17Q: 3 clusters Score -6854482 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53063 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -6854755.000000 Penalty: 3242.544434
	Iteration 18Q: 3 clusters Score -6854755 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53250 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -6854918.500000 Penalty: 3242.544434
	Iteration 19Q: 3 clusters Score -6854918 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53354 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -6855007.000000 Penalty: 3242.544434
	Iteration 20F: 3 clusters Score -6855007 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53410 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -6855064.000000 Penalty: 3242.544434
	Iteration 21Q: 3 clusters Score -6855064 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53450 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -6855119.500000 Penalty: 3242.544434
	Iteration 22Q: 3 clusters Score -6855120 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53476 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -6855148.000000 Penalty: 3242.544434
	Iteration 23Q: 3 clusters Score -6855148 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53493 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -6855181.000000 Penalty: 3242.544434
	Iteration 24Q: 3 clusters Score -6855181 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53505 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -6855200.500000 Penalty: 3242.544434
	Iteration 25Q: 3 clusters Score -6855200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53513 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -6855200.000000 Penalty: 3242.544434
	Iteration 26Q: 3 clusters Score -6855200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53518 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -6855204.000000 Penalty: 3242.544434
	Iteration 27Q: 3 clusters Score -6855204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53519 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -6855206.500000 Penalty: 3242.544434
	Iteration 28Q: 3 clusters Score -6855206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53520 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -6855209.000000 Penalty: 3242.544434
	Iteration 29Q: 3 clusters Score -6855209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53520 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -6855210.000000 Penalty: 3242.544434
	Iteration 30Q: 3 clusters Score -6855210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53520 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -6855210.000000 Penalty: 3242.544434
	Iteration 31F: 3 clusters Score -6855210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Entering Unmasked Estep 
Score: -300145.250000 Penalty: 1168.153320
	Iteration 0F: 2 clusters Score -300145.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -297923.562500 Penalty: 2336.306641
	Iteration 0F: 3 clusters Score -297923.6 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -298523.375000 Penalty: 2336.306641
	Iteration 1F: 3 clusters Score -298523.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -298730.968750 Penalty: 2336.306641
	Iteration 2F: 3 clusters Score -298731 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -298860.156250 Penalty: 2336.306641
	Iteration 3F: 3 clusters Score -298860.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -298925.187500 Penalty: 2336.306641
	Iteration 4Q: 3 clusters Score -298925.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -298957.312500 Penalty: 2336.306641
	Iteration 5Q: 3 clusters Score -298957.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -298977.250000 Penalty: 2336.306641
	Iteration 6Q: 3 clusters Score -298977.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -298995.187500 Penalty: 2336.306641
	Iteration 7Q: 3 clusters Score -298995.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -299017.562500 Penalty: 2336.306641
	Iteration 8Q: 3 clusters Score -299017.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -299032.906250 Penalty: 2336.306641
	Iteration 9Q: 3 clusters Score -299032.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -299044.500000 Penalty: 2336.306641
	Iteration 10Q: 3 clusters Score -299044.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -299056.968750 Penalty: 2336.306641
	Iteration 11Q: 3 clusters Score -299057 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -299069.218750 Penalty: 2336.306641
	Iteration 12Q: 3 clusters Score -299069.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -299088.468750 Penalty: 2336.306641
	Iteration 13Q: 3 clusters Score -299088.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -299103.562500 Penalty: 2336.306641
	Iteration 14Q: 3 clusters Score -299103.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -299112.750000 Penalty: 2336.306641
	Iteration 15Q: 3 clusters Score -299112.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -299120.781250 Penalty: 2336.306641
	Iteration 16Q: 3 clusters Score -299120.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -299125.375000 Penalty: 2336.306641
	Iteration 17Q: 3 clusters Score -299125.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -299127.187500 Penalty: 2336.306641
	Iteration 18Q: 3 clusters Score -299127.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -299130.468750 Penalty: 2336.306641
	Iteration 19Q: 3 clusters Score -299130.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -299133.343750 Penalty: 2336.306641
	Iteration 20F: 3 clusters Score -299133.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -299136.656250 Penalty: 2336.306641
	Iteration 21Q: 3 clusters Score -299136.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -299140.250000 Penalty: 2336.306641
	Iteration 22Q: 3 clusters Score -299140.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -299144.875000 Penalty: 2336.306641
	Iteration 23Q: 3 clusters Score -299144.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -299150.468750 Penalty: 2336.306641
	Iteration 24Q: 3 clusters Score -299150.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -299153.468750 Penalty: 2336.306641
	Iteration 25Q: 3 clusters Score -299153.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -299157.281250 Penalty: 2336.306641
	Iteration 26Q: 3 clusters Score -299157.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -299159.718750 Penalty: 2336.306641
	Iteration 27Q: 3 clusters Score -299159.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -299161.218750 Penalty: 2336.306641
	Iteration 28Q: 3 clusters Score -299161.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -299161.312500 Penalty: 2336.306641
	Iteration 29Q: 3 clusters Score -299161.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -299161.312500 Penalty: 2336.306641
	Iteration 30F: 3 clusters Score -299161.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Entering Unmasked Estep 
Score: -35818.488281 Penalty: 889.658203
	Iteration 0F: 2 clusters Score -35818.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -35058.078125 Penalty: 1779.316406
	Iteration 0F: 3 clusters Score -35058.08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -35255.746094 Penalty: 1779.316406
	Iteration 1F: 3 clusters Score -35255.75 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -35333.175781 Penalty: 1779.316406
	Iteration 2F: 3 clusters Score -35333.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -35381.664062 Penalty: 1779.316406
	Iteration 3Q: 3 clusters Score -35381.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -35410.578125 Penalty: 1779.316406
	Iteration 4Q: 3 clusters Score -35410.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -35449.683594 Penalty: 1779.316406
	Iteration 5Q: 3 clusters Score -35449.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -35465.843750 Penalty: 1779.316406
	Iteration 6Q: 3 clusters Score -35465.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -35473.523438 Penalty: 1779.316406
	Iteration 7Q: 3 clusters Score -35473.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -35479.406250 Penalty: 1779.316406
	Iteration 8Q: 3 clusters Score -35479.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -35479.406250 Penalty: 1779.316406
	Iteration 9F: 3 clusters Score -35479.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Entering Unmasked Estep 
Score: -708020.625000 Penalty: 1295.870239
	Iteration 0F: 2 clusters Score -708020.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -703633.687500 Penalty: 2591.740479
	Iteration 0F: 3 clusters Score -703633.7 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -705114.500000 Penalty: 2591.740479
	Iteration 1F: 3 clusters Score -705114.5 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -705508.375000 Penalty: 2591.740479
	Iteration 2F: 3 clusters Score -705508.4 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -705831.000000 Penalty: 2591.740479
	Iteration 3F: 3 clusters Score -705831 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -706080.687500 Penalty: 2591.740479
	Iteration 4F: 3 clusters Score -706080.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -706304.875000 Penalty: 2591.740479
	Iteration 5F: 3 clusters Score -706304.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -706500.000000 Penalty: 2591.740479
	Iteration 6Q: 3 clusters Score -706500 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -706621.437500 Penalty: 2591.740479
	Iteration 7Q: 3 clusters Score -706621.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -706716.000000 Penalty: 2591.740479
	Iteration 8Q: 3 clusters Score -706716 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -706793.000000 Penalty: 2591.740479
	Iteration 9Q: 3 clusters Score -706793 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -706861.812500 Penalty: 2591.740479
	Iteration 10Q: 3 clusters Score -706861.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -706917.937500 Penalty: 2591.740479
	Iteration 11Q: 3 clusters Score -706917.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -706962.500000 Penalty: 2591.740479
	Iteration 12Q: 3 clusters Score -706962.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -706998.750000 Penalty: 2591.740479
	Iteration 13Q: 3 clusters Score -706998.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -707026.750000 Penalty: 2591.740479
	Iteration 14Q: 3 clusters Score -707026.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -707049.750000 Penalty: 2591.740479
	Iteration 15Q: 3 clusters Score -707049.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -707070.312500 Penalty: 2591.740479
	Iteration 16Q: 3 clusters Score -707070.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -707092.937500 Penalty: 2591.740479
	Iteration 17Q: 3 clusters Score -707092.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -707122.062500 Penalty: 2591.740479
	Iteration 18Q: 3 clusters Score -707122.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -707150.687500 Penalty: 2591.740479
	Iteration 19Q: 3 clusters Score -707150.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -707175.062500 Penalty: 2591.740479
	Iteration 20F: 3 clusters Score -707175.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -707189.000000 Penalty: 2591.740479
	Iteration 21Q: 3 clusters Score -707189 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -707209.250000 Penalty: 2591.740479
	Iteration 22Q: 3 clusters Score -707209.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -707233.437500 Penalty: 2591.740479
	Iteration 23Q: 3 clusters Score -707233.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -707252.562500 Penalty: 2591.740479
	Iteration 24Q: 3 clusters Score -707252.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -707271.812500 Penalty: 2591.740479
	Iteration 25Q: 3 clusters Score -707271.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -707285.625000 Penalty: 2591.740479
	Iteration 26Q: 3 clusters Score -707285.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -707296.625000 Penalty: 2591.740479
	Iteration 27Q: 3 clusters Score -707296.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -707303.562500 Penalty: 2591.740479
	Iteration 28Q: 3 clusters Score -707303.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -707313.000000 Penalty: 2591.740479
	Iteration 29Q: 3 clusters Score -707313 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -707320.875000 Penalty: 2591.740479
	Iteration 30Q: 3 clusters Score -707320.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -707327.687500 Penalty: 2591.740479
	Iteration 31Q: 3 clusters Score -707327.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -707332.875000 Penalty: 2591.740479
	Iteration 32Q: 3 clusters Score -707332.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -707338.687500 Penalty: 2591.740479
	Iteration 33Q: 3 clusters Score -707338.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -707350.125000 Penalty: 2591.740479
	Iteration 34Q: 3 clusters Score -707350.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -707362.750000 Penalty: 2591.740479
	Iteration 35Q: 3 clusters Score -707362.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -707374.125000 Penalty: 2591.740479
	Iteration 36Q: 3 clusters Score -707374.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -707388.187500 Penalty: 2591.740479
	Iteration 37Q: 3 clusters Score -707388.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -707407.812500 Penalty: 2591.740479
	Iteration 38Q: 3 clusters Score -707407.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -707426.250000 Penalty: 2591.740479
	Iteration 39Q: 3 clusters Score -707426.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -707441.625000 Penalty: 2591.740479
	Iteration 40F: 3 clusters Score -707441.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -707459.437500 Penalty: 2591.740479
	Iteration 41Q: 3 clusters Score -707459.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -707472.500000 Penalty: 2591.740479
	Iteration 42Q: 3 clusters Score -707472.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -707488.125000 Penalty: 2591.740479
	Iteration 43Q: 3 clusters Score -707488.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -707500.687500 Penalty: 2591.740479
	Iteration 44Q: 3 clusters Score -707500.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -707509.125000 Penalty: 2591.740479
	Iteration 45Q: 3 clusters Score -707509.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -707516.125000 Penalty: 2591.740479
	Iteration 46Q: 3 clusters Score -707516.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -707523.562500 Penalty: 2591.740479
	Iteration 47Q: 3 clusters Score -707523.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -707526.687500 Penalty: 2591.740479
	Iteration 48Q: 3 clusters Score -707526.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -707529.562500 Penalty: 2591.740479
	Iteration 49Q: 3 clusters Score -707529.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -707534.625000 Penalty: 2591.740479
	Iteration 50Q: 3 clusters Score -707534.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -707534.937500 Penalty: 2591.740479
	Iteration 51Q: 3 clusters Score -707534.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -707535.500000 Penalty: 2591.740479
	Iteration 52Q: 3 clusters Score -707535.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -707536.625000 Penalty: 2591.740479
	Iteration 53Q: 3 clusters Score -707536.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -707538.437500 Penalty: 2591.740479
	Iteration 54Q: 3 clusters Score -707538.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -707539.500000 Penalty: 2591.740479
	Iteration 55Q: 3 clusters Score -707539.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -707539.875000 Penalty: 2591.740479
	Iteration 56Q: 3 clusters Score -707539.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -707542.000000 Penalty: 2591.740479
	Iteration 57Q: 3 clusters Score -707542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -707542.000000 Penalty: 2591.740479
	Iteration 58F: 3 clusters Score -707542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Entering Unmasked Estep 
Score: -122700.632812 Penalty: 1036.403931
	Iteration 0F: 2 clusters Score -122700.6 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 516 members 
Entering Unmasked Estep 
Score: -121390.343750 Penalty: 2072.807861
	Iteration 0F: 3 clusters Score -121390.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -121672.187500 Penalty: 2072.807861
	Iteration 1F: 3 clusters Score -121672.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -121743.453125 Penalty: 2072.807861
	Iteration 2F: 3 clusters Score -121743.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -121773.710938 Penalty: 2072.807861
	Iteration 3Q: 3 clusters Score -121773.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -121802.304688 Penalty: 2072.807861
	Iteration 4Q: 3 clusters Score -121802.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -121815.390625 Penalty: 2072.807861
	Iteration 5Q: 3 clusters Score -121815.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -121824.265625 Penalty: 2072.807861
	Iteration 6Q: 3 clusters Score -121824.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -121828.367188 Penalty: 2072.807861
	Iteration 7Q: 3 clusters Score -121828.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -121831.507812 Penalty: 2072.807861
	Iteration 8Q: 3 clusters Score -121831.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -121834.015625 Penalty: 2072.807861
	Iteration 9Q: 3 clusters Score -121834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -121837.500000 Penalty: 2072.807861
	Iteration 10Q: 3 clusters Score -121837.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -121837.500000 Penalty: 2072.807861
	Iteration 11F: 3 clusters Score -121837.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (9495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Entering Unmasked Estep 
Score: -1203981.625000 Penalty: 1362.787964
	Iteration 0F: 2 clusters Score -1203982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1197537.125000 Penalty: 2725.575928
	Iteration 0F: 3 clusters Score -1197537 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1199712.750000 Penalty: 2725.575928
	Iteration 1F: 3 clusters Score -1199713 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1200014.125000 Penalty: 2725.575928
	Iteration 2F: 3 clusters Score -1200014 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1200242.625000 Penalty: 2725.575928
	Iteration 3F: 3 clusters Score -1200243 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1200422.750000 Penalty: 2725.575928
	Iteration 4Q: 3 clusters Score -1200423 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1200566.000000 Penalty: 2725.575928
	Iteration 5Q: 3 clusters Score -1200566 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1200724.625000 Penalty: 2725.575928
	Iteration 6Q: 3 clusters Score -1200725 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1200887.500000 Penalty: 2725.575928
	Iteration 7Q: 3 clusters Score -1200888 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1201087.250000 Penalty: 2725.575928
	Iteration 8Q: 3 clusters Score -1201087 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1201316.875000 Penalty: 2725.575928
	Iteration 9Q: 3 clusters Score -1201317 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1201516.250000 Penalty: 2725.575928
	Iteration 10Q: 3 clusters Score -1201516 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1201678.000000 Penalty: 2725.575928
	Iteration 11Q: 3 clusters Score -1201678 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1201842.625000 Penalty: 2725.575928
	Iteration 12Q: 3 clusters Score -1201843 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1202017.125000 Penalty: 2725.575928
	Iteration 13Q: 3 clusters Score -1202017 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1202166.500000 Penalty: 2725.575928
	Iteration 14Q: 3 clusters Score -1202166 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1202303.750000 Penalty: 2725.575928
	Iteration 15Q: 3 clusters Score -1202304 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1202430.250000 Penalty: 2725.575928
	Iteration 16Q: 3 clusters Score -1202430 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1202540.125000 Penalty: 2725.575928
	Iteration 17Q: 3 clusters Score -1202540 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1202631.750000 Penalty: 2725.575928
	Iteration 18Q: 3 clusters Score -1202632 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1202704.250000 Penalty: 2725.575928
	Iteration 19Q: 3 clusters Score -1202704 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1202744.000000 Penalty: 2725.575928
	Iteration 20F: 3 clusters Score -1202744 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1202779.000000 Penalty: 2725.575928
	Iteration 21Q: 3 clusters Score -1202779 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1202800.625000 Penalty: 2725.575928
	Iteration 22Q: 3 clusters Score -1202801 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1202820.000000 Penalty: 2725.575928
	Iteration 23Q: 3 clusters Score -1202820 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1202838.000000 Penalty: 2725.575928
	Iteration 24Q: 3 clusters Score -1202838 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1202859.250000 Penalty: 2725.575928
	Iteration 25Q: 3 clusters Score -1202859 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1202868.750000 Penalty: 2725.575928
	Iteration 26Q: 3 clusters Score -1202869 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1202879.750000 Penalty: 2725.575928
	Iteration 27Q: 3 clusters Score -1202880 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -1202886.750000 Penalty: 2725.575928
	Iteration 28Q: 3 clusters Score -1202887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1202889.000000 Penalty: 2725.575928
	Iteration 29Q: 3 clusters Score -1202889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1202892.125000 Penalty: 2725.575928
	Iteration 30Q: 3 clusters Score -1202892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1202893.750000 Penalty: 2725.575928
	Iteration 31Q: 3 clusters Score -1202894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1202898.125000 Penalty: 2725.575928
	Iteration 32Q: 3 clusters Score -1202898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1202901.000000 Penalty: 2725.575928
	Iteration 33Q: 3 clusters Score -1202901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1202904.250000 Penalty: 2725.575928
	Iteration 34Q: 3 clusters Score -1202904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1202904.625000 Penalty: 2725.575928
	Iteration 35Q: 3 clusters Score -1202905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1202909.500000 Penalty: 2725.575928
	Iteration 36Q: 3 clusters Score -1202910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1202910.875000 Penalty: 2725.575928
	Iteration 37Q: 3 clusters Score -1202911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1202909.875000 Penalty: 2725.575928
	Iteration 38Q: 3 clusters Score -1202910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1202911.750000 Penalty: 2725.575928
	Iteration 39Q: 3 clusters Score -1202912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1202911.750000 Penalty: 2725.575928
	Iteration 40F: 3 clusters Score -1202912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (22034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22034 members 
Entering Unmasked Estep 
Score: -2788099.750000 Penalty: 1488.051025
	Iteration 0F: 2 clusters Score -2788100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -2773738.750000 Penalty: 2976.102051
	Iteration 0F: 3 clusters Score -2773739 nChanged 9781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -2778824.750000 Penalty: 2976.102051
	Iteration 1F: 3 clusters Score -2778825 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -2779214.750000 Penalty: 2976.102051
	Iteration 2F: 3 clusters Score -2779215 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -2779539.750000 Penalty: 2976.102051
	Iteration 3Q: 3 clusters Score -2779540 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -2779774.250000 Penalty: 2976.102051
	Iteration 4Q: 3 clusters Score -2779774 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -2779980.750000 Penalty: 2976.102051
	Iteration 5Q: 3 clusters Score -2779981 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -2780202.250000 Penalty: 2976.102051
	Iteration 6Q: 3 clusters Score -2780202 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -2780449.750000 Penalty: 2976.102051
	Iteration 7Q: 3 clusters Score -2780450 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -2780738.500000 Penalty: 2976.102051
	Iteration 8Q: 3 clusters Score -2780738 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -2781197.250000 Penalty: 2976.102051
	Iteration 9Q: 3 clusters Score -2781197 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -2781847.250000 Penalty: 2976.102051
	Iteration 10F: 3 clusters Score -2781847 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -2782777.500000 Penalty: 2976.102051
	Iteration 11F: 3 clusters Score -2782778 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -2783944.750000 Penalty: 2976.102051
	Iteration 12F: 3 clusters Score -2783945 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 19509 members 
Entering Unmasked Estep 
Score: -2785083.750000 Penalty: 2976.102051
	Iteration 13F: 3 clusters Score -2785084 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -2785969.000000 Penalty: 2976.102051
	Iteration 14Q: 3 clusters Score -2785969 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -2786527.250000 Penalty: 2976.102051
	Iteration 15Q: 3 clusters Score -2786527 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 21208 members 
Entering Unmasked Estep 
Score: -2786811.250000 Penalty: 2976.102051
	Iteration 16Q: 3 clusters Score -2786811 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 21319 members 
Entering Unmasked Estep 
Score: -2787002.750000 Penalty: 2976.102051
	Iteration 17Q: 3 clusters Score -2787003 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 21366 members 
Entering Unmasked Estep 
Score: -2787107.750000 Penalty: 2976.102051
	Iteration 18Q: 3 clusters Score -2787108 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 21395 members 
Entering Unmasked Estep 
Score: -2787156.750000 Penalty: 2976.102051
	Iteration 19Q: 3 clusters Score -2787157 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -2787180.500000 Penalty: 2976.102051
	Iteration 20F: 3 clusters Score -2787180 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -2787195.250000 Penalty: 2976.102051
	Iteration 21Q: 3 clusters Score -2787195 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 21418 members 
Entering Unmasked Estep 
Score: -2787214.250000 Penalty: 2976.102051
	Iteration 22Q: 3 clusters Score -2787214 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 21426 members 
Entering Unmasked Estep 
Score: -2787242.250000 Penalty: 2976.102051
	Iteration 23Q: 3 clusters Score -2787242 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -2787258.000000 Penalty: 2976.102051
	Iteration 24Q: 3 clusters Score -2787258 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -2787260.000000 Penalty: 2976.102051
	Iteration 25Q: 3 clusters Score -2787260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 21429 members 
Entering Unmasked Estep 
Score: -2787269.750000 Penalty: 2976.102051
	Iteration 26Q: 3 clusters Score -2787270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 21435 members 
Entering Unmasked Estep 
Score: -2787273.250000 Penalty: 2976.102051
	Iteration 27Q: 3 clusters Score -2787273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -2787275.750000 Penalty: 2976.102051
	Iteration 28Q: 3 clusters Score -2787276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 21435 members 
Entering Unmasked Estep 
Score: -2787277.750000 Penalty: 2976.102051
	Iteration 29Q: 3 clusters Score -2787278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -2787275.500000 Penalty: 2976.102051
	Iteration 30Q: 3 clusters Score -2787276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 21435 members 
Entering Unmasked Estep 
Score: -2787274.250000 Penalty: 2976.102051
	Iteration 31Q: 3 clusters Score -2787274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 21432 members 
Entering Unmasked Estep 
Score: -2787279.500000 Penalty: 2976.102051
	Iteration 32Q: 3 clusters Score -2787280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -2787282.750000 Penalty: 2976.102051
	Iteration 33Q: 3 clusters Score -2787283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -2787287.000000 Penalty: 2976.102051
	Iteration 34Q: 3 clusters Score -2787287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 21429 members 
Entering Unmasked Estep 
Score: -2787293.750000 Penalty: 2976.102051
	Iteration 35Q: 3 clusters Score -2787294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -2787295.000000 Penalty: 2976.102051
	Iteration 36Q: 3 clusters Score -2787295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -2787295.250000 Penalty: 2976.102051
	Iteration 37Q: 3 clusters Score -2787295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -2787295.250000 Penalty: 2976.102051
	Iteration 38F: 3 clusters Score -2787295 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (10854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Entering Unmasked Estep 
Score: -1450384.625000 Penalty: 1382.692627
	Iteration 0F: 2 clusters Score -1450385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1443086.875000 Penalty: 2765.385254
	Iteration 0F: 3 clusters Score -1443087 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1445502.250000 Penalty: 2765.385254
	Iteration 1F: 3 clusters Score -1445502 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1445752.250000 Penalty: 2765.385254
	Iteration 2F: 3 clusters Score -1445752 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1445929.875000 Penalty: 2765.385254
	Iteration 3Q: 3 clusters Score -1445930 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1446057.125000 Penalty: 2765.385254
	Iteration 4Q: 3 clusters Score -1446057 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1446139.750000 Penalty: 2765.385254
	Iteration 5Q: 3 clusters Score -1446140 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1446205.875000 Penalty: 2765.385254
	Iteration 6Q: 3 clusters Score -1446206 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1446278.125000 Penalty: 2765.385254
	Iteration 7Q: 3 clusters Score -1446278 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1446361.375000 Penalty: 2765.385254
	Iteration 8Q: 3 clusters Score -1446361 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1446443.375000 Penalty: 2765.385254
	Iteration 9Q: 3 clusters Score -1446443 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1446542.125000 Penalty: 2765.385254
	Iteration 10Q: 3 clusters Score -1446542 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1446669.125000 Penalty: 2765.385254
	Iteration 11Q: 3 clusters Score -1446669 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1446808.875000 Penalty: 2765.385254
	Iteration 12Q: 3 clusters Score -1446809 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1446976.125000 Penalty: 2765.385254
	Iteration 13Q: 3 clusters Score -1446976 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1447205.375000 Penalty: 2765.385254
	Iteration 14Q: 3 clusters Score -1447205 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1447455.000000 Penalty: 2765.385254
	Iteration 15Q: 3 clusters Score -1447455 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1447742.500000 Penalty: 2765.385254
	Iteration 16Q: 3 clusters Score -1447742 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1448068.750000 Penalty: 2765.385254
	Iteration 17Q: 3 clusters Score -1448069 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1448395.625000 Penalty: 2765.385254
	Iteration 18Q: 3 clusters Score -1448396 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1448673.625000 Penalty: 2765.385254
	Iteration 19Q: 3 clusters Score -1448674 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1448876.625000 Penalty: 2765.385254
	Iteration 20F: 3 clusters Score -1448877 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1448994.750000 Penalty: 2765.385254
	Iteration 21Q: 3 clusters Score -1448995 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1449070.625000 Penalty: 2765.385254
	Iteration 22Q: 3 clusters Score -1449071 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1449133.750000 Penalty: 2765.385254
	Iteration 23Q: 3 clusters Score -1449134 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1449180.625000 Penalty: 2765.385254
	Iteration 24Q: 3 clusters Score -1449181 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1449217.750000 Penalty: 2765.385254
	Iteration 25Q: 3 clusters Score -1449218 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1449253.000000 Penalty: 2765.385254
	Iteration 26Q: 3 clusters Score -1449253 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1449276.250000 Penalty: 2765.385254
	Iteration 27Q: 3 clusters Score -1449276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1449283.625000 Penalty: 2765.385254
	Iteration 28Q: 3 clusters Score -1449284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1449286.625000 Penalty: 2765.385254
	Iteration 29Q: 3 clusters Score -1449287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1449290.000000 Penalty: 2765.385254
	Iteration 30Q: 3 clusters Score -1449290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1449293.875000 Penalty: 2765.385254
	Iteration 31Q: 3 clusters Score -1449294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1449294.500000 Penalty: 2765.385254
	Iteration 32Q: 3 clusters Score -1449294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1449297.125000 Penalty: 2765.385254
	Iteration 33Q: 3 clusters Score -1449297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1449298.000000 Penalty: 2765.385254
	Iteration 34Q: 3 clusters Score -1449298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1449301.750000 Penalty: 2765.385254
	Iteration 35Q: 3 clusters Score -1449302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1449304.500000 Penalty: 2765.385254
	Iteration 36Q: 3 clusters Score -1449304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1449304.875000 Penalty: 2765.385254
	Iteration 37Q: 3 clusters Score -1449305 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1449304.875000 Penalty: 2765.385254
	Iteration 38F: 3 clusters Score -1449305 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (50356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50356 members 
Entering Unmasked Estep 
Score: -6387271.000000 Penalty: 1611.038696
	Iteration 0F: 2 clusters Score -6387271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25155 members 
Mstep: Class 2 contains 25201 members 
Entering Unmasked Estep 
Score: -6355227.500000 Penalty: 3222.077393
	Iteration 0F: 3 clusters Score -6355228 nChanged 23318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25523 members 
Mstep: Class 2 contains 24833 members 
Entering Unmasked Estep 
Score: -6367930.000000 Penalty: 3222.077393
	Iteration 1F: 3 clusters Score -6367930 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25824 members 
Mstep: Class 2 contains 24532 members 
Entering Unmasked Estep 
Score: -6368542.000000 Penalty: 3222.077393
	Iteration 2Q: 3 clusters Score -6368542 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26317 members 
Mstep: Class 2 contains 24039 members 
Entering Unmasked Estep 
Score: -6369105.000000 Penalty: 3222.077393
	Iteration 3Q: 3 clusters Score -6369105 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27011 members 
Mstep: Class 2 contains 23345 members 
Entering Unmasked Estep 
Score: -6369745.000000 Penalty: 3222.077393
	Iteration 4Q: 3 clusters Score -6369745 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28033 members 
Mstep: Class 2 contains 22323 members 
Entering Unmasked Estep 
Score: -6370382.000000 Penalty: 3222.077393
	Iteration 5Q: 3 clusters Score -6370382 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29463 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -6371190.500000 Penalty: 3222.077393
	Iteration 6Q: 3 clusters Score -6371190 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31358 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
Score: -6372324.500000 Penalty: 3222.077393
	Iteration 7Q: 3 clusters Score -6372324 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33812 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -6373836.500000 Penalty: 3222.077393
	Iteration 8F: 3 clusters Score -6373836 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36744 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -6375852.000000 Penalty: 3222.077393
	Iteration 9F: 3 clusters Score -6375852 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39883 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -6378140.000000 Penalty: 3222.077393
	Iteration 10F: 3 clusters Score -6378140 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42888 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -6380377.000000 Penalty: 3222.077393
	Iteration 11F: 3 clusters Score -6380377 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45497 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -6382452.500000 Penalty: 3222.077393
	Iteration 12F: 3 clusters Score -6382452 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47360 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -6383914.000000 Penalty: 3222.077393
	Iteration 13Q: 3 clusters Score -6383914 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48539 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -6384761.000000 Penalty: 3222.077393
	Iteration 14Q: 3 clusters Score -6384761 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49208 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -6385279.500000 Penalty: 3222.077393
	Iteration 15Q: 3 clusters Score -6385280 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49547 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -6385558.000000 Penalty: 3222.077393
	Iteration 16Q: 3 clusters Score -6385558 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49731 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -6385733.000000 Penalty: 3222.077393
	Iteration 17Q: 3 clusters Score -6385733 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49835 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -6385842.000000 Penalty: 3222.077393
	Iteration 18Q: 3 clusters Score -6385842 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49903 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -6385927.500000 Penalty: 3222.077393
	Iteration 19Q: 3 clusters Score -6385928 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49933 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -6385969.000000 Penalty: 3222.077393
	Iteration 20F: 3 clusters Score -6385969 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49947 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -6385999.000000 Penalty: 3222.077393
	Iteration 21Q: 3 clusters Score -6385999 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49960 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -6386011.500000 Penalty: 3222.077393
	Iteration 22Q: 3 clusters Score -6386012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49969 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -6386020.000000 Penalty: 3222.077393
	Iteration 23Q: 3 clusters Score -6386020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49978 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -6386025.000000 Penalty: 3222.077393
	Iteration 24Q: 3 clusters Score -6386025 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49982 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -6386029.000000 Penalty: 3222.077393
	Iteration 25Q: 3 clusters Score -6386029 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49990 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -6386034.500000 Penalty: 3222.077393
	Iteration 26Q: 3 clusters Score -6386034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49992 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -6386034.500000 Penalty: 3222.077393
	Iteration 27Q: 3 clusters Score -6386034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49992 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -6386034.500000 Penalty: 3222.077393
	Iteration 28F: 3 clusters Score -6386034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Entering Unmasked Estep 
Score: -16287.263672 Penalty: 750.461670
	Iteration 0F: 2 clusters Score -16287.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -15772.639648 Penalty: 1500.923340
	Iteration 0F: 3 clusters Score -15772.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -15830.751953 Penalty: 1500.923340
	Iteration 1F: 3 clusters Score -15830.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Entering Unmasked Estep 
Score: -29082.914062 Penalty: 912.326538
	Iteration 0F: 2 clusters Score -29082.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -28326.453125 Penalty: 1824.653076
	Iteration 0F: 3 clusters Score -28326.45 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -28707.115234 Penalty: 1824.653076
	Iteration 1F: 3 clusters Score -28707.12 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -29007.210938 Penalty: 1824.653076
	Iteration 2F: 3 clusters Score -29007.21 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -29193.996094 Penalty: 1824.653076
	Iteration 3F: 3 clusters Score -29194 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -29330.322266 Penalty: 1824.653076
	Iteration 4Q: 3 clusters Score -29330.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -29391.535156 Penalty: 1824.653076
	Iteration 5Q: 3 clusters Score -29391.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -29473.853516 Penalty: 1824.653076
	Iteration 6Q: 3 clusters Score -29473.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -29522.203125 Penalty: 1824.653076
	Iteration 7Q: 3 clusters Score -29522.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -29558.369141 Penalty: 1824.653076
	Iteration 8Q: 3 clusters Score -29558.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -29579.037109 Penalty: 1824.653076
	Iteration 9Q: 3 clusters Score -29579.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -29589.525391 Penalty: 1824.653076
	Iteration 10Q: 3 clusters Score -29589.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -29620.292969 Penalty: 1824.653076
	Iteration 11Q: 3 clusters Score -29620.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -29644.357422 Penalty: 1824.653076
	Iteration 12Q: 3 clusters Score -29644.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -29679.369141 Penalty: 1824.653076
	Iteration 13Q: 3 clusters Score -29679.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -29704.041016 Penalty: 1824.653076
	Iteration 14Q: 3 clusters Score -29704.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -29723.246094 Penalty: 1824.653076
	Iteration 15Q: 3 clusters Score -29723.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -29734.507812 Penalty: 1824.653076
	Iteration 16Q: 3 clusters Score -29734.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -29737.273438 Penalty: 1824.653076
	Iteration 17Q: 3 clusters Score -29737.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -29744.496094 Penalty: 1824.653076
	Iteration 18F: 3 clusters Score -29744.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -29763.664062 Penalty: 1824.653076
	Iteration 19Q: 3 clusters Score -29763.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -29763.664062 Penalty: 1824.653076
	Iteration 20F: 3 clusters Score -29763.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 40928 members 
Mstep: Class 3 contains 4190 members 
Mstep: Class 4 contains 68958 members 
Mstep: Class 5 contains 11697 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33635 members 
Mstep: Class 8 contains 11109 members 
Mstep: Class 9 contains 26327 members 
Mstep: Class 10 contains 2366 members 
Mstep: Class 11 contains 25652 members 
Mstep: Class 12 contains 1566 members 
Mstep: Class 13 contains 4312 members 
Mstep: Class 14 contains 67453 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2738 members 
Mstep: Class 17 contains 9100 members 
Mstep: Class 18 contains 22522 members 
Mstep: Class 19 contains 7596 members 
Mstep: Class 20 contains 6943 members 
Mstep: Class 21 contains 21810 members 
Mstep: Class 22 contains 19208 members 
Mstep: Class 23 contains 18819 members 
Mstep: Class 24 contains 53941 members 
Mstep: Class 25 contains 2567 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6056 members 
Mstep: Class 28 contains 1059 members 
Mstep: Class 29 contains 9495 members 
Mstep: Class 30 contains 22034 members 
Mstep: Class 31 contains 10854 members 
Mstep: Class 32 contains 50356 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 252 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 56983 members 
Mstep: Class 39 contains 16171 members 
Mstep: Class 40 contains 2304 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11561 members 
Mstep: Class 43 contains 657 members 
Mstep: Class 44 contains 208 members 
Entering Unmasked Estep 
Score: -81027096.000000 Penalty: 87800.648438
Splitting cluster 34 changes total score from -81027568.000000 to -81027096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (5739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Entering Unmasked Estep 
Score: -726541.187500 Penalty: 1287.870117
	Iteration 0F: 2 clusters Score -726541.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -722465.500000 Penalty: 2575.740234
	Iteration 0F: 3 clusters Score -722465.5 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -723683.562500 Penalty: 2575.740234
	Iteration 1F: 3 clusters Score -723683.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -723874.312500 Penalty: 2575.740234
	Iteration 2F: 3 clusters Score -723874.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -723990.312500 Penalty: 2575.740234
	Iteration 3Q: 3 clusters Score -723990.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -724090.750000 Penalty: 2575.740234
	Iteration 4Q: 3 clusters Score -724090.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -724168.250000 Penalty: 2575.740234
	Iteration 5Q: 3 clusters Score -724168.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -724232.500000 Penalty: 2575.740234
	Iteration 6Q: 3 clusters Score -724232.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -724287.250000 Penalty: 2575.740234
	Iteration 7Q: 3 clusters Score -724287.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -724330.312500 Penalty: 2575.740234
	Iteration 8Q: 3 clusters Score -724330.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -724362.125000 Penalty: 2575.740234
	Iteration 9Q: 3 clusters Score -724362.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -724393.250000 Penalty: 2575.740234
	Iteration 10Q: 3 clusters Score -724393.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -724421.562500 Penalty: 2575.740234
	Iteration 11Q: 3 clusters Score -724421.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -724453.125000 Penalty: 2575.740234
	Iteration 12Q: 3 clusters Score -724453.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -724486.375000 Penalty: 2575.740234
	Iteration 13Q: 3 clusters Score -724486.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -724534.000000 Penalty: 2575.740234
	Iteration 14Q: 3 clusters Score -724534 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -724577.687500 Penalty: 2575.740234
	Iteration 15Q: 3 clusters Score -724577.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -724635.187500 Penalty: 2575.740234
	Iteration 16Q: 3 clusters Score -724635.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -724700.312500 Penalty: 2575.740234
	Iteration 17Q: 3 clusters Score -724700.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -724761.937500 Penalty: 2575.740234
	Iteration 18Q: 3 clusters Score -724761.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -724818.062500 Penalty: 2575.740234
	Iteration 19Q: 3 clusters Score -724818.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -724876.250000 Penalty: 2575.740234
	Iteration 20F: 3 clusters Score -724876.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -724930.937500 Penalty: 2575.740234
	Iteration 21Q: 3 clusters Score -724930.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -724993.000000 Penalty: 2575.740234
	Iteration 22Q: 3 clusters Score -724993 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -725058.187500 Penalty: 2575.740234
	Iteration 23Q: 3 clusters Score -725058.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -725132.250000 Penalty: 2575.740234
	Iteration 24Q: 3 clusters Score -725132.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -725211.500000 Penalty: 2575.740234
	Iteration 25Q: 3 clusters Score -725211.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -725283.875000 Penalty: 2575.740234
	Iteration 26Q: 3 clusters Score -725283.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -725330.062500 Penalty: 2575.740234
	Iteration 27Q: 3 clusters Score -725330.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -725380.750000 Penalty: 2575.740234
	Iteration 28Q: 3 clusters Score -725380.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -725405.250000 Penalty: 2575.740234
	Iteration 29Q: 3 clusters Score -725405.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -725426.750000 Penalty: 2575.740234
	Iteration 30Q: 3 clusters Score -725426.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -725438.750000 Penalty: 2575.740234
	Iteration 31Q: 3 clusters Score -725438.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -725451.062500 Penalty: 2575.740234
	Iteration 32Q: 3 clusters Score -725451.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -725461.500000 Penalty: 2575.740234
	Iteration 33Q: 3 clusters Score -725461.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -725471.125000 Penalty: 2575.740234
	Iteration 34Q: 3 clusters Score -725471.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -725481.250000 Penalty: 2575.740234
	Iteration 35Q: 3 clusters Score -725481.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -725486.625000 Penalty: 2575.740234
	Iteration 36Q: 3 clusters Score -725486.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -725494.937500 Penalty: 2575.740234
	Iteration 37Q: 3 clusters Score -725494.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -725503.937500 Penalty: 2575.740234
	Iteration 38Q: 3 clusters Score -725503.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -725511.937500 Penalty: 2575.740234
	Iteration 39Q: 3 clusters Score -725511.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -725519.312500 Penalty: 2575.740234
	Iteration 40F: 3 clusters Score -725519.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -725521.250000 Penalty: 2575.740234
	Iteration 41Q: 3 clusters Score -725521.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -725525.562500 Penalty: 2575.740234
	Iteration 42Q: 3 clusters Score -725525.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -725528.875000 Penalty: 2575.740234
	Iteration 43Q: 3 clusters Score -725528.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -725532.187500 Penalty: 2575.740234
	Iteration 44Q: 3 clusters Score -725532.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -725535.062500 Penalty: 2575.740234
	Iteration 45Q: 3 clusters Score -725535.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -725538.125000 Penalty: 2575.740234
	Iteration 46Q: 3 clusters Score -725538.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -725539.437500 Penalty: 2575.740234
	Iteration 47Q: 3 clusters Score -725539.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -725543.375000 Penalty: 2575.740234
	Iteration 48Q: 3 clusters Score -725543.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -725545.562500 Penalty: 2575.740234
	Iteration 49Q: 3 clusters Score -725545.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -725549.375000 Penalty: 2575.740234
	Iteration 50Q: 3 clusters Score -725549.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -725549.375000 Penalty: 2575.740234
	Iteration 51Q: 3 clusters Score -725549.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -725549.375000 Penalty: 2575.740234
	Iteration 52F: 3 clusters Score -725549.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Entering Unmasked Estep 
Score: -43915.148438 Penalty: 923.238220
	Iteration 0F: 2 clusters Score -43915.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -43014.914062 Penalty: 1846.476440
	Iteration 0F: 3 clusters Score -43014.91 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -43225.164062 Penalty: 1846.476440
	Iteration 1F: 3 clusters Score -43225.16 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -43301.210938 Penalty: 1846.476440
	Iteration 2F: 3 clusters Score -43301.21 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -43345.191406 Penalty: 1846.476440
	Iteration 3Q: 3 clusters Score -43345.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -43372.015625 Penalty: 1846.476440
	Iteration 4Q: 3 clusters Score -43372.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -43382.175781 Penalty: 1846.476440
	Iteration 5Q: 3 clusters Score -43382.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -43390.496094 Penalty: 1846.476440
	Iteration 6Q: 3 clusters Score -43390.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -43397.945312 Penalty: 1846.476440
	Iteration 7Q: 3 clusters Score -43397.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -43405.187500 Penalty: 1846.476440
	Iteration 8Q: 3 clusters Score -43405.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -43431.109375 Penalty: 1846.476440
	Iteration 9Q: 3 clusters Score -43431.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -43453.910156 Penalty: 1846.476440
	Iteration 10Q: 3 clusters Score -43453.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -43457.953125 Penalty: 1846.476440
	Iteration 11Q: 3 clusters Score -43457.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -43463.886719 Penalty: 1846.476440
	Iteration 12Q: 3 clusters Score -43463.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -43479.503906 Penalty: 1846.476440
	Iteration 13Q: 3 clusters Score -43479.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -43491.582031 Penalty: 1846.476440
	Iteration 14Q: 3 clusters Score -43491.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -43528.453125 Penalty: 1846.476440
	Iteration 15Q: 3 clusters Score -43528.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -43556.187500 Penalty: 1846.476440
	Iteration 16Q: 3 clusters Score -43556.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -43564.175781 Penalty: 1846.476440
	Iteration 17Q: 3 clusters Score -43564.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -43564.175781 Penalty: 1846.476440
	Iteration 18F: 3 clusters Score -43564.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Entering Unmasked Estep 
Score: -122303.765625 Penalty: 1034.423706
	Iteration 0F: 2 clusters Score -122303.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -121027.234375 Penalty: 2068.847412
	Iteration 0F: 3 clusters Score -121027.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -121319.101562 Penalty: 2068.847412
	Iteration 1F: 3 clusters Score -121319.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -121418.867188 Penalty: 2068.847412
	Iteration 2F: 3 clusters Score -121418.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -121470.359375 Penalty: 2068.847412
	Iteration 3Q: 3 clusters Score -121470.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -121504.625000 Penalty: 2068.847412
	Iteration 4Q: 3 clusters Score -121504.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -121525.515625 Penalty: 2068.847412
	Iteration 5Q: 3 clusters Score -121525.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -121537.085938 Penalty: 2068.847412
	Iteration 6Q: 3 clusters Score -121537.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -121545.382812 Penalty: 2068.847412
	Iteration 7Q: 3 clusters Score -121545.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -121552.710938 Penalty: 2068.847412
	Iteration 8Q: 3 clusters Score -121552.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -121554.843750 Penalty: 2068.847412
	Iteration 9Q: 3 clusters Score -121554.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -121556.312500 Penalty: 2068.847412
	Iteration 10Q: 3 clusters Score -121556.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -121557.968750 Penalty: 2068.847412
	Iteration 11Q: 3 clusters Score -121558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -121557.968750 Penalty: 2068.847412
	Iteration 12F: 3 clusters Score -121558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (56983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56983 members 
Entering Unmasked Estep 
Score: -7248327.000000 Penalty: 1629.435669
	Iteration 0F: 2 clusters Score -7248327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28374 members 
Mstep: Class 2 contains 28609 members 
Entering Unmasked Estep 
Score: -7212620.000000 Penalty: 3258.871338
	Iteration 0F: 3 clusters Score -7212620 nChanged 26564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27594 members 
Mstep: Class 2 contains 29389 members 
Entering Unmasked Estep 
Score: -7227473.000000 Penalty: 3258.871338
	Iteration 1F: 3 clusters Score -7227473 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27082 members 
Mstep: Class 2 contains 29901 members 
Entering Unmasked Estep 
Score: -7228026.500000 Penalty: 3258.871338
	Iteration 2Q: 3 clusters Score -7228026 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26340 members 
Mstep: Class 2 contains 30643 members 
Entering Unmasked Estep 
Score: -7228693.500000 Penalty: 3258.871338
	Iteration 3Q: 3 clusters Score -7228694 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25281 members 
Mstep: Class 2 contains 31702 members 
Entering Unmasked Estep 
Score: -7229626.000000 Penalty: 3258.871338
	Iteration 4Q: 3 clusters Score -7229626 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 33164 members 
Entering Unmasked Estep 
Score: -7230673.000000 Penalty: 3258.871338
	Iteration 5Q: 3 clusters Score -7230673 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 35234 members 
Entering Unmasked Estep 
Score: -7232110.500000 Penalty: 3258.871338
	Iteration 6Q: 3 clusters Score -7232110 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 37944 members 
Entering Unmasked Estep 
Score: -7234126.000000 Penalty: 3258.871338
	Iteration 7F: 3 clusters Score -7234126 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 41249 members 
Entering Unmasked Estep 
Score: -7236732.000000 Penalty: 3258.871338
	Iteration 8F: 3 clusters Score -7236732 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 44731 members 
Entering Unmasked Estep 
Score: -7239530.000000 Penalty: 3258.871338
	Iteration 9F: 3 clusters Score -7239530 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 47737 members 
Entering Unmasked Estep 
Score: -7241956.500000 Penalty: 3258.871338
	Iteration 10F: 3 clusters Score -7241956 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 49888 members 
Entering Unmasked Estep 
Score: -7243698.500000 Penalty: 3258.871338
	Iteration 11Q: 3 clusters Score -7243698 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 51314 members 
Entering Unmasked Estep 
Score: -7245002.500000 Penalty: 3258.871338
	Iteration 12Q: 3 clusters Score -7245002 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 52168 members 
Entering Unmasked Estep 
Score: -7245831.500000 Penalty: 3258.871338
	Iteration 13Q: 3 clusters Score -7245832 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 52710 members 
Entering Unmasked Estep 
Score: -7246375.000000 Penalty: 3258.871338
	Iteration 14Q: 3 clusters Score -7246375 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 53058 members 
Entering Unmasked Estep 
Score: -7246673.500000 Penalty: 3258.871338
	Iteration 15Q: 3 clusters Score -7246674 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 53293 members 
Entering Unmasked Estep 
Score: -7246879.000000 Penalty: 3258.871338
	Iteration 16Q: 3 clusters Score -7246879 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 53475 members 
Entering Unmasked Estep 
Score: -7247014.500000 Penalty: 3258.871338
	Iteration 17Q: 3 clusters Score -7247014 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 53616 members 
Entering Unmasked Estep 
Score: -7247055.000000 Penalty: 3258.871338
	Iteration 18Q: 3 clusters Score -7247055 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 53735 members 
Entering Unmasked Estep 
Score: -7247100.500000 Penalty: 3258.871338
	Iteration 19Q: 3 clusters Score -7247100 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 53827 members 
Entering Unmasked Estep 
Score: -7247129.500000 Penalty: 3258.871338
	Iteration 20F: 3 clusters Score -7247130 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 53895 members 
Entering Unmasked Estep 
Score: -7247132.500000 Penalty: 3258.871338
	Iteration 21Q: 3 clusters Score -7247132 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 53945 members 
Entering Unmasked Estep 
Score: -7247142.500000 Penalty: 3258.871338
	Iteration 22Q: 3 clusters Score -7247142 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 53988 members 
Entering Unmasked Estep 
Score: -7247156.500000 Penalty: 3258.871338
	Iteration 23Q: 3 clusters Score -7247156 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 54022 members 
Entering Unmasked Estep 
Score: -7247167.000000 Penalty: 3258.871338
	Iteration 24Q: 3 clusters Score -7247167 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 54052 members 
Entering Unmasked Estep 
Score: -7247164.000000 Penalty: 3258.871338
	Iteration 25Q: 3 clusters Score -7247164 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 54083 members 
Entering Unmasked Estep 
Score: -7247166.500000 Penalty: 3258.871338
	Iteration 26Q: 3 clusters Score -7247166 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 54113 members 
Entering Unmasked Estep 
Score: -7247169.000000 Penalty: 3258.871338
	Iteration 27Q: 3 clusters Score -7247169 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 54140 members 
Entering Unmasked Estep 
Score: -7247180.500000 Penalty: 3258.871338
	Iteration 28Q: 3 clusters Score -7247180 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 54162 members 
Entering Unmasked Estep 
Score: -7247196.500000 Penalty: 3258.871338
	Iteration 29Q: 3 clusters Score -7247196 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 54185 members 
Entering Unmasked Estep 
Score: -7247188.000000 Penalty: 3258.871338
	Iteration 30Q: 3 clusters Score -7247188 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 54213 members 
Entering Unmasked Estep 
Score: -7247195.000000 Penalty: 3258.871338
	Iteration 31Q: 3 clusters Score -7247195 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 54231 members 
Entering Unmasked Estep 
Score: -7247196.500000 Penalty: 3258.871338
	Iteration 32Q: 3 clusters Score -7247196 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 54250 members 
Entering Unmasked Estep 
Score: -7247189.000000 Penalty: 3258.871338
	Iteration 33Q: 3 clusters Score -7247189 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 54265 members 
Entering Unmasked Estep 
Score: -7247189.500000 Penalty: 3258.871338
	Iteration 34Q: 3 clusters Score -7247190 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 54278 members 
Entering Unmasked Estep 
Score: -7247191.000000 Penalty: 3258.871338
	Iteration 35Q: 3 clusters Score -7247191 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 54290 members 
Entering Unmasked Estep 
Score: -7247192.500000 Penalty: 3258.871338
	Iteration 36Q: 3 clusters Score -7247192 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 54307 members 
Entering Unmasked Estep 
Score: -7247186.000000 Penalty: 3258.871338
	Iteration 37Q: 3 clusters Score -7247186 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 54324 members 
Entering Unmasked Estep 
Score: -7247183.500000 Penalty: 3258.871338
	Iteration 38Q: 3 clusters Score -7247184 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 54345 members 
Entering Unmasked Estep 
Score: -7247194.000000 Penalty: 3258.871338
	Iteration 39Q: 3 clusters Score -7247194 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 54366 members 
Entering Unmasked Estep 
Score: -7247189.000000 Penalty: 3258.871338
	Iteration 40F: 3 clusters Score -7247189 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 54380 members 
Entering Unmasked Estep 
Score: -7247187.500000 Penalty: 3258.871338
	Iteration 41Q: 3 clusters Score -7247188 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 54400 members 
Entering Unmasked Estep 
Score: -7247188.000000 Penalty: 3258.871338
	Iteration 42Q: 3 clusters Score -7247188 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 54414 members 
Entering Unmasked Estep 
Score: -7247196.500000 Penalty: 3258.871338
	Iteration 43Q: 3 clusters Score -7247196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 54430 members 
Entering Unmasked Estep 
Score: -7247207.500000 Penalty: 3258.871338
	Iteration 44Q: 3 clusters Score -7247208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 54440 members 
Entering Unmasked Estep 
Score: -7247210.000000 Penalty: 3258.871338
	Iteration 45Q: 3 clusters Score -7247210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 54450 members 
Entering Unmasked Estep 
Score: -7247218.000000 Penalty: 3258.871338
	Iteration 46Q: 3 clusters Score -7247218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 54459 members 
Entering Unmasked Estep 
Score: -7247210.500000 Penalty: 3258.871338
	Iteration 47Q: 3 clusters Score -7247210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 54468 members 
Entering Unmasked Estep 
Score: -7247215.500000 Penalty: 3258.871338
	Iteration 48Q: 3 clusters Score -7247216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 54479 members 
Entering Unmasked Estep 
Score: -7247205.000000 Penalty: 3258.871338
	Iteration 49Q: 3 clusters Score -7247205 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 54486 members 
Entering Unmasked Estep 
Score: -7247199.500000 Penalty: 3258.871338
	Iteration 50Q: 3 clusters Score -7247200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 54493 members 
Entering Unmasked Estep 
Score: -7247202.000000 Penalty: 3258.871338
	Iteration 51Q: 3 clusters Score -7247202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 54505 members 
Entering Unmasked Estep 
Score: -7247215.500000 Penalty: 3258.871338
	Iteration 52Q: 3 clusters Score -7247216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 54517 members 
Entering Unmasked Estep 
Score: -7247224.500000 Penalty: 3258.871338
	Iteration 53Q: 3 clusters Score -7247224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 54522 members 
Entering Unmasked Estep 
Score: -7247221.500000 Penalty: 3258.871338
	Iteration 54Q: 3 clusters Score -7247222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 54526 members 
Entering Unmasked Estep 
Score: -7247218.000000 Penalty: 3258.871338
	Iteration 55Q: 3 clusters Score -7247218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 54531 members 
Entering Unmasked Estep 
Score: -7247212.500000 Penalty: 3258.871338
	Iteration 56Q: 3 clusters Score -7247212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 54534 members 
Entering Unmasked Estep 
Score: -7247214.000000 Penalty: 3258.871338
	Iteration 57Q: 3 clusters Score -7247214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 54538 members 
Entering Unmasked Estep 
Score: -7247217.000000 Penalty: 3258.871338
	Iteration 58Q: 3 clusters Score -7247217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 54541 members 
Entering Unmasked Estep 
Score: -7247213.500000 Penalty: 3258.871338
	Iteration 59Q: 3 clusters Score -7247214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 54544 members 
Entering Unmasked Estep 
Score: -7247215.000000 Penalty: 3258.871338
	Iteration 60F: 3 clusters Score -7247215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 54547 members 
Entering Unmasked Estep 
Score: -7247219.500000 Penalty: 3258.871338
	Iteration 61Q: 3 clusters Score -7247220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 54551 members 
Entering Unmasked Estep 
Score: -7247224.000000 Penalty: 3258.871338
	Iteration 62Q: 3 clusters Score -7247224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 54553 members 
Entering Unmasked Estep 
Score: -7247225.000000 Penalty: 3258.871338
	Iteration 63Q: 3 clusters Score -7247225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 54554 members 
Entering Unmasked Estep 
Score: -7247225.500000 Penalty: 3258.871338
	Iteration 64Q: 3 clusters Score -7247226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 54555 members 
Entering Unmasked Estep 
Score: -7247228.000000 Penalty: 3258.871338
	Iteration 65Q: 3 clusters Score -7247228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 54557 members 
Entering Unmasked Estep 
Score: -7247222.500000 Penalty: 3258.871338
	Iteration 66Q: 3 clusters Score -7247222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 54562 members 
Entering Unmasked Estep 
Score: -7247223.500000 Penalty: 3258.871338
	Iteration 67Q: 3 clusters Score -7247224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 54565 members 
Entering Unmasked Estep 
Score: -7247229.500000 Penalty: 3258.871338
	Iteration 68Q: 3 clusters Score -7247230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 54567 members 
Entering Unmasked Estep 
Score: -7247229.000000 Penalty: 3258.871338
	Iteration 69Q: 3 clusters Score -7247229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 54569 members 
Entering Unmasked Estep 
Score: -7247225.000000 Penalty: 3258.871338
	Iteration 70Q: 3 clusters Score -7247225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 54569 members 
Entering Unmasked Estep 
Score: -7247225.000000 Penalty: 3258.871338
	Iteration 71F: 3 clusters Score -7247225 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (16171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Entering Unmasked Estep 
Score: -2054326.375000 Penalty: 1442.017090
	Iteration 0F: 2 clusters Score -2054326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -2043761.500000 Penalty: 2884.034180
	Iteration 0F: 3 clusters Score -2043762 nChanged 6881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -2047307.125000 Penalty: 2884.034180
	Iteration 1F: 3 clusters Score -2047307 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -2047650.625000 Penalty: 2884.034180
	Iteration 2F: 3 clusters Score -2047651 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -2047892.125000 Penalty: 2884.034180
	Iteration 3Q: 3 clusters Score -2047892 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -2048079.125000 Penalty: 2884.034180
	Iteration 4Q: 3 clusters Score -2048079 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -2048265.375000 Penalty: 2884.034180
	Iteration 5Q: 3 clusters Score -2048265 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -2048422.875000 Penalty: 2884.034180
	Iteration 6Q: 3 clusters Score -2048423 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -2048556.000000 Penalty: 2884.034180
	Iteration 7Q: 3 clusters Score -2048556 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -2048688.125000 Penalty: 2884.034180
	Iteration 8Q: 3 clusters Score -2048688 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -2048835.875000 Penalty: 2884.034180
	Iteration 9Q: 3 clusters Score -2048836 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -2049009.000000 Penalty: 2884.034180
	Iteration 10Q: 3 clusters Score -2049009 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -2049254.000000 Penalty: 2884.034180
	Iteration 11Q: 3 clusters Score -2049254 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -2049605.500000 Penalty: 2884.034180
	Iteration 12Q: 3 clusters Score -2049606 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -2050020.000000 Penalty: 2884.034180
	Iteration 13Q: 3 clusters Score -2050020 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -2050489.375000 Penalty: 2884.034180
	Iteration 14Q: 3 clusters Score -2050489 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -2051050.625000 Penalty: 2884.034180
	Iteration 15Q: 3 clusters Score -2051051 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -2051656.750000 Penalty: 2884.034180
	Iteration 16Q: 3 clusters Score -2051657 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2052180.375000 Penalty: 2884.034180
	Iteration 17Q: 3 clusters Score -2052180 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2052572.250000 Penalty: 2884.034180
	Iteration 18Q: 3 clusters Score -2052572 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2052768.875000 Penalty: 2884.034180
	Iteration 19Q: 3 clusters Score -2052769 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -2052895.750000 Penalty: 2884.034180
	Iteration 20F: 3 clusters Score -2052896 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2052983.500000 Penalty: 2884.034180
	Iteration 21Q: 3 clusters Score -2052984 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2053051.625000 Penalty: 2884.034180
	Iteration 22Q: 3 clusters Score -2053052 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2053089.375000 Penalty: 2884.034180
	Iteration 23Q: 3 clusters Score -2053089 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2053113.250000 Penalty: 2884.034180
	Iteration 24Q: 3 clusters Score -2053113 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2053124.000000 Penalty: 2884.034180
	Iteration 25Q: 3 clusters Score -2053124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2053132.750000 Penalty: 2884.034180
	Iteration 26Q: 3 clusters Score -2053133 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2053143.750000 Penalty: 2884.034180
	Iteration 27Q: 3 clusters Score -2053144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2053153.125000 Penalty: 2884.034180
	Iteration 28Q: 3 clusters Score -2053153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2053161.250000 Penalty: 2884.034180
	Iteration 29Q: 3 clusters Score -2053161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2053171.000000 Penalty: 2884.034180
	Iteration 30Q: 3 clusters Score -2053171 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2053176.250000 Penalty: 2884.034180
	Iteration 31Q: 3 clusters Score -2053176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2053179.250000 Penalty: 2884.034180
	Iteration 32Q: 3 clusters Score -2053179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2053180.750000 Penalty: 2884.034180
	Iteration 33Q: 3 clusters Score -2053181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2053183.500000 Penalty: 2884.034180
	Iteration 34Q: 3 clusters Score -2053184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2053181.250000 Penalty: 2884.034180
	Iteration 35Q: 3 clusters Score -2053181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2053183.250000 Penalty: 2884.034180
	Iteration 36Q: 3 clusters Score -2053183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2053194.750000 Penalty: 2884.034180
	Iteration 37Q: 3 clusters Score -2053195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2053195.125000 Penalty: 2884.034180
	Iteration 38Q: 3 clusters Score -2053195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2053199.500000 Penalty: 2884.034180
	Iteration 39Q: 3 clusters Score -2053200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2053199.000000 Penalty: 2884.034180
	Iteration 40F: 3 clusters Score -2053199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2053200.500000 Penalty: 2884.034180
	Iteration 41Q: 3 clusters Score -2053200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2053200.500000 Penalty: 2884.034180
	Iteration 42F: 3 clusters Score -2053200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Entering Unmasked Estep 
Score: -279493.875000 Penalty: 1152.069458
	Iteration 0F: 2 clusters Score -279493.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -277410.218750 Penalty: 2304.138916
	Iteration 0F: 3 clusters Score -277410.2 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -277913.093750 Penalty: 2304.138916
	Iteration 1F: 3 clusters Score -277913.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -278049.500000 Penalty: 2304.138916
	Iteration 2F: 3 clusters Score -278049.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -278109.250000 Penalty: 2304.138916
	Iteration 3Q: 3 clusters Score -278109.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -278156.875000 Penalty: 2304.138916
	Iteration 4Q: 3 clusters Score -278156.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -278190.718750 Penalty: 2304.138916
	Iteration 5Q: 3 clusters Score -278190.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -278208.812500 Penalty: 2304.138916
	Iteration 6Q: 3 clusters Score -278208.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -278219.718750 Penalty: 2304.138916
	Iteration 7Q: 3 clusters Score -278219.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -278236.500000 Penalty: 2304.138916
	Iteration 8Q: 3 clusters Score -278236.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -278246.625000 Penalty: 2304.138916
	Iteration 9Q: 3 clusters Score -278246.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -278256.500000 Penalty: 2304.138916
	Iteration 10Q: 3 clusters Score -278256.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -278265.906250 Penalty: 2304.138916
	Iteration 11Q: 3 clusters Score -278265.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -278275.562500 Penalty: 2304.138916
	Iteration 12Q: 3 clusters Score -278275.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -278280.218750 Penalty: 2304.138916
	Iteration 13Q: 3 clusters Score -278280.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -278285.250000 Penalty: 2304.138916
	Iteration 14Q: 3 clusters Score -278285.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -278290.000000 Penalty: 2304.138916
	Iteration 15Q: 3 clusters Score -278290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -278293.031250 Penalty: 2304.138916
	Iteration 16Q: 3 clusters Score -278293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -278295.593750 Penalty: 2304.138916
	Iteration 17Q: 3 clusters Score -278295.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -278297.968750 Penalty: 2304.138916
	Iteration 18Q: 3 clusters Score -278298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -278300.687500 Penalty: 2304.138916
	Iteration 19Q: 3 clusters Score -278300.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -278302.843750 Penalty: 2304.138916
	Iteration 20F: 3 clusters Score -278302.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -278304.625000 Penalty: 2304.138916
	Iteration 21Q: 3 clusters Score -278304.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -278307.843750 Penalty: 2304.138916
	Iteration 22Q: 3 clusters Score -278307.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -278311.968750 Penalty: 2304.138916
	Iteration 23Q: 3 clusters Score -278312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -278312.437500 Penalty: 2304.138916
	Iteration 24Q: 3 clusters Score -278312.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -278312.687500 Penalty: 2304.138916
	Iteration 25Q: 3 clusters Score -278312.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -278312.687500 Penalty: 2304.138916
	Iteration 26F: 3 clusters Score -278312.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Entering Unmasked Estep 
Score: -22859.521484 Penalty: 840.567383
	Iteration 0F: 2 clusters Score -22859.52 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 140 members 
Entering Unmasked Estep 
Score: -22194.296875 Penalty: 1681.134766
	Iteration 0F: 3 clusters Score -22194.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -22447.375000 Penalty: 1681.134766
	Iteration 1F: 3 clusters Score -22447.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -22607.777344 Penalty: 1681.134766
	Iteration 2F: 3 clusters Score -22607.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -22648.865234 Penalty: 1681.134766
	Iteration 3Q: 3 clusters Score -22648.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -22691.304688 Penalty: 1681.134766
	Iteration 4Q: 3 clusters Score -22691.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -22740.714844 Penalty: 1681.134766
	Iteration 5Q: 3 clusters Score -22740.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -22805.550781 Penalty: 1681.134766
	Iteration 6Q: 3 clusters Score -22805.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -22886.748047 Penalty: 1681.134766
	Iteration 7Q: 3 clusters Score -22886.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -22932.193359 Penalty: 1681.134766
	Iteration 8Q: 3 clusters Score -22932.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -23065.994141 Penalty: 1681.134766
	Iteration 9Q: 3 clusters Score -23065.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -23274.384766 Penalty: 1681.134766
	Iteration 10Q: 3 clusters Score -23274.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -23280.865234 Penalty: 1681.134766
	Iteration 11Q: 3 clusters Score -23280.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -23280.865234 Penalty: 1681.134766
	Iteration 12F: 3 clusters Score -23280.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 40928 members 
Mstep: Class 3 contains 4190 members 
Mstep: Class 4 contains 68958 members 
Mstep: Class 5 contains 11697 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33635 members 
Mstep: Class 8 contains 11109 members 
Mstep: Class 9 contains 26327 members 
Mstep: Class 10 contains 2366 members 
Mstep: Class 11 contains 25652 members 
Mstep: Class 12 contains 1566 members 
Mstep: Class 13 contains 4312 members 
Mstep: Class 14 contains 67453 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2738 members 
Mstep: Class 17 contains 9100 members 
Mstep: Class 18 contains 22522 members 
Mstep: Class 19 contains 7596 members 
Mstep: Class 20 contains 6943 members 
Mstep: Class 21 contains 21810 members 
Mstep: Class 22 contains 19208 members 
Mstep: Class 23 contains 18819 members 
Mstep: Class 24 contains 53941 members 
Mstep: Class 25 contains 2567 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6056 members 
Mstep: Class 28 contains 1059 members 
Mstep: Class 29 contains 9495 members 
Mstep: Class 30 contains 22034 members 
Mstep: Class 31 contains 10854 members 
Mstep: Class 32 contains 50356 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 56983 members 
Mstep: Class 39 contains 16171 members 
Mstep: Class 40 contains 2304 members 
Mstep: Class 41 contains 179 members 
Mstep: Class 42 contains 11561 members 
Mstep: Class 43 contains 657 members 
Mstep: Class 44 contains 105 members 
Entering Unmasked Estep 
Score: -81026752.000000 Penalty: 87800.648438
Splitting cluster 41 changes total score from -81027568.000000 to -81026752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 42 (11561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Entering Unmasked Estep 
Score: -1466279.250000 Penalty: 1392.082397
	Iteration 0F: 2 clusters Score -1466279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1458418.375000 Penalty: 2784.164795
	Iteration 0F: 3 clusters Score -1458418 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1461035.375000 Penalty: 2784.164795
	Iteration 1F: 3 clusters Score -1461035 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1461301.875000 Penalty: 2784.164795
	Iteration 2F: 3 clusters Score -1461302 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1461518.750000 Penalty: 2784.164795
	Iteration 3Q: 3 clusters Score -1461519 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1461694.125000 Penalty: 2784.164795
	Iteration 4Q: 3 clusters Score -1461694 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1461867.750000 Penalty: 2784.164795
	Iteration 5Q: 3 clusters Score -1461868 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1462033.875000 Penalty: 2784.164795
	Iteration 6Q: 3 clusters Score -1462034 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1462213.125000 Penalty: 2784.164795
	Iteration 7Q: 3 clusters Score -1462213 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1462410.625000 Penalty: 2784.164795
	Iteration 8Q: 3 clusters Score -1462411 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1462652.250000 Penalty: 2784.164795
	Iteration 9Q: 3 clusters Score -1462652 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1462947.375000 Penalty: 2784.164795
	Iteration 10Q: 3 clusters Score -1462947 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1463278.750000 Penalty: 2784.164795
	Iteration 11Q: 3 clusters Score -1463279 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1463660.125000 Penalty: 2784.164795
	Iteration 12Q: 3 clusters Score -1463660 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1464071.750000 Penalty: 2784.164795
	Iteration 13Q: 3 clusters Score -1464072 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1464436.250000 Penalty: 2784.164795
	Iteration 14Q: 3 clusters Score -1464436 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -1464683.500000 Penalty: 2784.164795
	Iteration 15Q: 3 clusters Score -1464684 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -1464836.125000 Penalty: 2784.164795
	Iteration 16Q: 3 clusters Score -1464836 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -1464922.375000 Penalty: 2784.164795
	Iteration 17Q: 3 clusters Score -1464922 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -1464989.625000 Penalty: 2784.164795
	Iteration 18Q: 3 clusters Score -1464990 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -1465040.625000 Penalty: 2784.164795
	Iteration 19Q: 3 clusters Score -1465041 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -1465079.125000 Penalty: 2784.164795
	Iteration 20F: 3 clusters Score -1465079 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -1465113.875000 Penalty: 2784.164795
	Iteration 21Q: 3 clusters Score -1465114 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -1465143.750000 Penalty: 2784.164795
	Iteration 22Q: 3 clusters Score -1465144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -1465152.625000 Penalty: 2784.164795
	Iteration 23Q: 3 clusters Score -1465153 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -1465167.750000 Penalty: 2784.164795
	Iteration 24Q: 3 clusters Score -1465168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -1465170.875000 Penalty: 2784.164795
	Iteration 25Q: 3 clusters Score -1465171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -1465170.875000 Penalty: 2784.164795
	Iteration 26F: 3 clusters Score -1465171 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Entering Unmasked Estep 
Score: -61893.257812 Penalty: 965.367432
	Iteration 0F: 2 clusters Score -61893.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -60851.093750 Penalty: 1930.734863
	Iteration 0F: 3 clusters Score -60851.09 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -61086.496094 Penalty: 1930.734863
	Iteration 1F: 3 clusters Score -61086.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -61203.117188 Penalty: 1930.734863
	Iteration 2F: 3 clusters Score -61203.12 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -61311.382812 Penalty: 1930.734863
	Iteration 3Q: 3 clusters Score -61311.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -61417.039062 Penalty: 1930.734863
	Iteration 4Q: 3 clusters Score -61417.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -61505.386719 Penalty: 1930.734863
	Iteration 5Q: 3 clusters Score -61505.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -61569.636719 Penalty: 1930.734863
	Iteration 6Q: 3 clusters Score -61569.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -61610.722656 Penalty: 1930.734863
	Iteration 7Q: 3 clusters Score -61610.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -61642.441406 Penalty: 1930.734863
	Iteration 8Q: 3 clusters Score -61642.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -61655.500000 Penalty: 1930.734863
	Iteration 9Q: 3 clusters Score -61655.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -61663.574219 Penalty: 1930.734863
	Iteration 10Q: 3 clusters Score -61663.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -61666.613281 Penalty: 1930.734863
	Iteration 11Q: 3 clusters Score -61666.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -61671.484375 Penalty: 1930.734863
	Iteration 12Q: 3 clusters Score -61671.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -61682.351562 Penalty: 1930.734863
	Iteration 13Q: 3 clusters Score -61682.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -61682.351562 Penalty: 1930.734863
	Iteration 14F: 3 clusters Score -61682.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 40928 members 
Mstep: Class 3 contains 4190 members 
Mstep: Class 4 contains 68958 members 
Mstep: Class 5 contains 11697 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33635 members 
Mstep: Class 8 contains 11109 members 
Mstep: Class 9 contains 26327 members 
Mstep: Class 10 contains 2366 members 
Mstep: Class 11 contains 25652 members 
Mstep: Class 12 contains 1566 members 
Mstep: Class 13 contains 4312 members 
Mstep: Class 14 contains 67453 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2738 members 
Mstep: Class 17 contains 9100 members 
Mstep: Class 18 contains 22522 members 
Mstep: Class 19 contains 7596 members 
Mstep: Class 20 contains 6943 members 
Mstep: Class 21 contains 21810 members 
Mstep: Class 22 contains 19208 members 
Mstep: Class 23 contains 18819 members 
Mstep: Class 24 contains 53941 members 
Mstep: Class 25 contains 2567 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6056 members 
Mstep: Class 28 contains 1059 members 
Mstep: Class 29 contains 9495 members 
Mstep: Class 30 contains 22034 members 
Mstep: Class 31 contains 10854 members 
Mstep: Class 32 contains 50356 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 56983 members 
Mstep: Class 39 contains 16171 members 
Mstep: Class 40 contains 2304 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11561 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027448.000000 Penalty: 85805.187500
Iteration 159Q: 44 clusters Score -8.102745e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 40916 members 
Mstep: Class 3 contains 4188 members 
Mstep: Class 4 contains 68995 members 
Mstep: Class 5 contains 11698 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33648 members 
Mstep: Class 8 contains 11109 members 
Mstep: Class 9 contains 26328 members 
Mstep: Class 10 contains 2368 members 
Mstep: Class 11 contains 25650 members 
Mstep: Class 12 contains 1565 members 
Mstep: Class 13 contains 4327 members 
Mstep: Class 14 contains 67452 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2738 members 
Mstep: Class 17 contains 9100 members 
Mstep: Class 18 contains 22515 members 
Mstep: Class 19 contains 7597 members 
Mstep: Class 20 contains 6943 members 
Mstep: Class 21 contains 21810 members 
Mstep: Class 22 contains 19200 members 
Mstep: Class 23 contains 18819 members 
Mstep: Class 24 contains 53946 members 
Mstep: Class 25 contains 2567 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6055 members 
Mstep: Class 28 contains 1059 members 
Mstep: Class 29 contains 9495 members 
Mstep: Class 30 contains 22034 members 
Mstep: Class 31 contains 10859 members 
Mstep: Class 32 contains 50279 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 57004 members 
Mstep: Class 39 contains 16171 members 
Mstep: Class 40 contains 2305 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11574 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027432.000000 Penalty: 85805.187500
Iteration 160F: 44 clusters Score -8.102743e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 40910 members 
Mstep: Class 3 contains 4190 members 
Mstep: Class 4 contains 69019 members 
Mstep: Class 5 contains 11690 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33659 members 
Mstep: Class 8 contains 11109 members 
Mstep: Class 9 contains 26328 members 
Mstep: Class 10 contains 2368 members 
Mstep: Class 11 contains 25651 members 
Mstep: Class 12 contains 1562 members 
Mstep: Class 13 contains 4347 members 
Mstep: Class 14 contains 67452 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2738 members 
Mstep: Class 17 contains 9099 members 
Mstep: Class 18 contains 22504 members 
Mstep: Class 19 contains 7598 members 
Mstep: Class 20 contains 6943 members 
Mstep: Class 21 contains 21810 members 
Mstep: Class 22 contains 19198 members 
Mstep: Class 23 contains 18821 members 
Mstep: Class 24 contains 53948 members 
Mstep: Class 25 contains 2567 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6051 members 
Mstep: Class 28 contains 1058 members 
Mstep: Class 29 contains 9495 members 
Mstep: Class 30 contains 22034 members 
Mstep: Class 31 contains 10867 members 
Mstep: Class 32 contains 50207 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 57040 members 
Mstep: Class 39 contains 16171 members 
Mstep: Class 40 contains 2305 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11580 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027432.000000 Penalty: 85805.187500
Iteration 161Q: 44 clusters Score -8.102743e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 40903 members 
Mstep: Class 3 contains 4193 members 
Mstep: Class 4 contains 69038 members 
Mstep: Class 5 contains 11680 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33675 members 
Mstep: Class 8 contains 11108 members 
Mstep: Class 9 contains 26328 members 
Mstep: Class 10 contains 2367 members 
Mstep: Class 11 contains 25652 members 
Mstep: Class 12 contains 1558 members 
Mstep: Class 13 contains 4371 members 
Mstep: Class 14 contains 67451 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2738 members 
Mstep: Class 17 contains 9100 members 
Mstep: Class 18 contains 22486 members 
Mstep: Class 19 contains 7599 members 
Mstep: Class 20 contains 6944 members 
Mstep: Class 21 contains 21810 members 
Mstep: Class 22 contains 19198 members 
Mstep: Class 23 contains 18822 members 
Mstep: Class 24 contains 53939 members 
Mstep: Class 25 contains 2567 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6050 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 9495 members 
Mstep: Class 30 contains 22034 members 
Mstep: Class 31 contains 10872 members 
Mstep: Class 32 contains 50146 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 57082 members 
Mstep: Class 39 contains 16171 members 
Mstep: Class 40 contains 2305 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11588 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027448.000000 Penalty: 85805.187500
Iteration 162Q: 44 clusters Score -8.102745e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 40896 members 
Mstep: Class 3 contains 4193 members 
Mstep: Class 4 contains 69061 members 
Mstep: Class 5 contains 11676 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33685 members 
Mstep: Class 8 contains 11107 members 
Mstep: Class 9 contains 26327 members 
Mstep: Class 10 contains 2366 members 
Mstep: Class 11 contains 25656 members 
Mstep: Class 12 contains 1558 members 
Mstep: Class 13 contains 4382 members 
Mstep: Class 14 contains 67448 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2737 members 
Mstep: Class 17 contains 9100 members 
Mstep: Class 18 contains 22469 members 
Mstep: Class 19 contains 7602 members 
Mstep: Class 20 contains 6944 members 
Mstep: Class 21 contains 21810 members 
Mstep: Class 22 contains 19201 members 
Mstep: Class 23 contains 18823 members 
Mstep: Class 24 contains 53927 members 
Mstep: Class 25 contains 2567 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6049 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 9495 members 
Mstep: Class 30 contains 22034 members 
Mstep: Class 31 contains 10880 members 
Mstep: Class 32 contains 50088 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 57120 members 
Mstep: Class 39 contains 16171 members 
Mstep: Class 40 contains 2305 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11593 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027480.000000 Penalty: 85805.187500
Iteration 163Q: 44 clusters Score -8.102748e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 40887 members 
Mstep: Class 3 contains 4196 members 
Mstep: Class 4 contains 69079 members 
Mstep: Class 5 contains 11672 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33696 members 
Mstep: Class 8 contains 11106 members 
Mstep: Class 9 contains 26328 members 
Mstep: Class 10 contains 2365 members 
Mstep: Class 11 contains 25651 members 
Mstep: Class 12 contains 1558 members 
Mstep: Class 13 contains 4390 members 
Mstep: Class 14 contains 67449 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2737 members 
Mstep: Class 17 contains 9100 members 
Mstep: Class 18 contains 22467 members 
Mstep: Class 19 contains 7602 members 
Mstep: Class 20 contains 6944 members 
Mstep: Class 21 contains 21810 members 
Mstep: Class 22 contains 19194 members 
Mstep: Class 23 contains 18823 members 
Mstep: Class 24 contains 53924 members 
Mstep: Class 25 contains 2567 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6049 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 9495 members 
Mstep: Class 30 contains 22034 members 
Mstep: Class 31 contains 10882 members 
Mstep: Class 32 contains 50037 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 57152 members 
Mstep: Class 39 contains 16171 members 
Mstep: Class 40 contains 2305 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11600 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027472.000000 Penalty: 85805.187500
Iteration 164Q: 44 clusters Score -8.102747e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 40887 members 
Mstep: Class 3 contains 4196 members 
Mstep: Class 4 contains 69094 members 
Mstep: Class 5 contains 11670 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33704 members 
Mstep: Class 8 contains 11106 members 
Mstep: Class 9 contains 26328 members 
Mstep: Class 10 contains 2365 members 
Mstep: Class 11 contains 25649 members 
Mstep: Class 12 contains 1558 members 
Mstep: Class 13 contains 4392 members 
Mstep: Class 14 contains 67448 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2737 members 
Mstep: Class 17 contains 9102 members 
Mstep: Class 18 contains 22456 members 
Mstep: Class 19 contains 7601 members 
Mstep: Class 20 contains 6944 members 
Mstep: Class 21 contains 21810 members 
Mstep: Class 22 contains 19190 members 
Mstep: Class 23 contains 18823 members 
Mstep: Class 24 contains 53907 members 
Mstep: Class 25 contains 2567 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6049 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 9495 members 
Mstep: Class 30 contains 22034 members 
Mstep: Class 31 contains 10888 members 
Mstep: Class 32 contains 50004 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 57180 members 
Mstep: Class 39 contains 16171 members 
Mstep: Class 40 contains 2306 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11609 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027384.000000 Penalty: 85805.187500
Iteration 165Q: 44 clusters Score -8.102738e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 40884 members 
Mstep: Class 3 contains 4196 members 
Mstep: Class 4 contains 69109 members 
Mstep: Class 5 contains 11668 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33710 members 
Mstep: Class 8 contains 11106 members 
Mstep: Class 9 contains 26328 members 
Mstep: Class 10 contains 2365 members 
Mstep: Class 11 contains 25647 members 
Mstep: Class 12 contains 1558 members 
Mstep: Class 13 contains 4401 members 
Mstep: Class 14 contains 67449 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2736 members 
Mstep: Class 17 contains 9104 members 
Mstep: Class 18 contains 22450 members 
Mstep: Class 19 contains 7600 members 
Mstep: Class 20 contains 6944 members 
Mstep: Class 21 contains 21810 members 
Mstep: Class 22 contains 19186 members 
Mstep: Class 23 contains 18822 members 
Mstep: Class 24 contains 53884 members 
Mstep: Class 25 contains 2567 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6051 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 9495 members 
Mstep: Class 30 contains 22034 members 
Mstep: Class 31 contains 10892 members 
Mstep: Class 32 contains 49973 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 57211 members 
Mstep: Class 39 contains 16171 members 
Mstep: Class 40 contains 2306 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11616 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027416.000000 Penalty: 85805.187500
Iteration 166Q: 44 clusters Score -8.102742e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 40879 members 
Mstep: Class 3 contains 4200 members 
Mstep: Class 4 contains 69130 members 
Mstep: Class 5 contains 11666 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33711 members 
Mstep: Class 8 contains 11106 members 
Mstep: Class 9 contains 26329 members 
Mstep: Class 10 contains 2364 members 
Mstep: Class 11 contains 25641 members 
Mstep: Class 12 contains 1558 members 
Mstep: Class 13 contains 4406 members 
Mstep: Class 14 contains 67449 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2736 members 
Mstep: Class 17 contains 9105 members 
Mstep: Class 18 contains 22445 members 
Mstep: Class 19 contains 7599 members 
Mstep: Class 20 contains 6944 members 
Mstep: Class 21 contains 21810 members 
Mstep: Class 22 contains 19183 members 
Mstep: Class 23 contains 18822 members 
Mstep: Class 24 contains 53880 members 
Mstep: Class 25 contains 2567 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6049 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 9495 members 
Mstep: Class 30 contains 22034 members 
Mstep: Class 31 contains 10898 members 
Mstep: Class 32 contains 49933 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 57237 members 
Mstep: Class 39 contains 16171 members 
Mstep: Class 40 contains 2306 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11622 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027432.000000 Penalty: 85805.187500
Iteration 167Q: 44 clusters Score -8.102743e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 40884 members 
Mstep: Class 3 contains 4200 members 
Mstep: Class 4 contains 69154 members 
Mstep: Class 5 contains 11665 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33718 members 
Mstep: Class 8 contains 11106 members 
Mstep: Class 9 contains 26329 members 
Mstep: Class 10 contains 2361 members 
Mstep: Class 11 contains 25644 members 
Mstep: Class 12 contains 1557 members 
Mstep: Class 13 contains 4406 members 
Mstep: Class 14 contains 67448 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2736 members 
Mstep: Class 17 contains 9104 members 
Mstep: Class 18 contains 22438 members 
Mstep: Class 19 contains 7598 members 
Mstep: Class 20 contains 6944 members 
Mstep: Class 21 contains 21810 members 
Mstep: Class 22 contains 19183 members 
Mstep: Class 23 contains 18822 members 
Mstep: Class 24 contains 53867 members 
Mstep: Class 25 contains 2567 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6046 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 9495 members 
Mstep: Class 30 contains 22034 members 
Mstep: Class 31 contains 10901 members 
Mstep: Class 32 contains 49896 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 57260 members 
Mstep: Class 39 contains 16171 members 
Mstep: Class 40 contains 2307 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11627 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027504.000000 Penalty: 85805.187500
Iteration 168Q: 44 clusters Score -8.10275e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 40881 members 
Mstep: Class 3 contains 4203 members 
Mstep: Class 4 contains 69169 members 
Mstep: Class 5 contains 11663 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33721 members 
Mstep: Class 8 contains 11106 members 
Mstep: Class 9 contains 26329 members 
Mstep: Class 10 contains 2359 members 
Mstep: Class 11 contains 25644 members 
Mstep: Class 12 contains 1557 members 
Mstep: Class 13 contains 4412 members 
Mstep: Class 14 contains 67451 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2736 members 
Mstep: Class 17 contains 9104 members 
Mstep: Class 18 contains 22438 members 
Mstep: Class 19 contains 7598 members 
Mstep: Class 20 contains 6944 members 
Mstep: Class 21 contains 21810 members 
Mstep: Class 22 contains 19182 members 
Mstep: Class 23 contains 18822 members 
Mstep: Class 24 contains 53847 members 
Mstep: Class 25 contains 2567 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6046 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 9496 members 
Mstep: Class 30 contains 22034 members 
Mstep: Class 31 contains 10907 members 
Mstep: Class 32 contains 49866 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 57282 members 
Mstep: Class 39 contains 16171 members 
Mstep: Class 40 contains 2307 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11628 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027528.000000 Penalty: 85805.187500
Iteration 169Q: 44 clusters Score -8.102753e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 40877 members 
Mstep: Class 3 contains 4204 members 
Mstep: Class 4 contains 69193 members 
Mstep: Class 5 contains 11662 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33728 members 
Mstep: Class 8 contains 11105 members 
Mstep: Class 9 contains 26329 members 
Mstep: Class 10 contains 2361 members 
Mstep: Class 11 contains 25644 members 
Mstep: Class 12 contains 1557 members 
Mstep: Class 13 contains 4416 members 
Mstep: Class 14 contains 67451 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2736 members 
Mstep: Class 17 contains 9103 members 
Mstep: Class 18 contains 22438 members 
Mstep: Class 19 contains 7598 members 
Mstep: Class 20 contains 6945 members 
Mstep: Class 21 contains 21810 members 
Mstep: Class 22 contains 19184 members 
Mstep: Class 23 contains 18822 members 
Mstep: Class 24 contains 53840 members 
Mstep: Class 25 contains 2567 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6046 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 9496 members 
Mstep: Class 30 contains 22034 members 
Mstep: Class 31 contains 10914 members 
Mstep: Class 32 contains 49820 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 57297 members 
Mstep: Class 39 contains 16171 members 
Mstep: Class 40 contains 2307 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11630 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027488.000000 Penalty: 85805.187500
Iteration 170Q: 44 clusters Score -8.102749e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 40870 members 
Mstep: Class 3 contains 4205 members 
Mstep: Class 4 contains 69203 members 
Mstep: Class 5 contains 11662 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33734 members 
Mstep: Class 8 contains 11105 members 
Mstep: Class 9 contains 26328 members 
Mstep: Class 10 contains 2361 members 
Mstep: Class 11 contains 25647 members 
Mstep: Class 12 contains 1557 members 
Mstep: Class 13 contains 4426 members 
Mstep: Class 14 contains 67450 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2737 members 
Mstep: Class 17 contains 9104 members 
Mstep: Class 18 contains 22436 members 
Mstep: Class 19 contains 7599 members 
Mstep: Class 20 contains 6945 members 
Mstep: Class 21 contains 21810 members 
Mstep: Class 22 contains 19182 members 
Mstep: Class 23 contains 18822 members 
Mstep: Class 24 contains 53818 members 
Mstep: Class 25 contains 2567 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6046 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 9496 members 
Mstep: Class 30 contains 22034 members 
Mstep: Class 31 contains 10925 members 
Mstep: Class 32 contains 49789 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 57318 members 
Mstep: Class 39 contains 16171 members 
Mstep: Class 40 contains 2307 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11632 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027440.000000 Penalty: 85805.187500
Iteration 171Q: 44 clusters Score -8.102744e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 40854 members 
Mstep: Class 3 contains 4206 members 
Mstep: Class 4 contains 69212 members 
Mstep: Class 5 contains 11662 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33737 members 
Mstep: Class 8 contains 11106 members 
Mstep: Class 9 contains 26328 members 
Mstep: Class 10 contains 2368 members 
Mstep: Class 11 contains 25645 members 
Mstep: Class 12 contains 1557 members 
Mstep: Class 13 contains 4434 members 
Mstep: Class 14 contains 67453 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2739 members 
Mstep: Class 17 contains 9104 members 
Mstep: Class 18 contains 22433 members 
Mstep: Class 19 contains 7599 members 
Mstep: Class 20 contains 6945 members 
Mstep: Class 21 contains 21810 members 
Mstep: Class 22 contains 19180 members 
Mstep: Class 23 contains 18821 members 
Mstep: Class 24 contains 53810 members 
Mstep: Class 25 contains 2567 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6045 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 9496 members 
Mstep: Class 30 contains 22034 members 
Mstep: Class 31 contains 10931 members 
Mstep: Class 32 contains 49764 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 57337 members 
Mstep: Class 39 contains 16171 members 
Mstep: Class 40 contains 2308 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11635 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027504.000000 Penalty: 85805.187500
Iteration 172Q: 44 clusters Score -8.10275e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 40843 members 
Mstep: Class 3 contains 4210 members 
Mstep: Class 4 contains 69227 members 
Mstep: Class 5 contains 11660 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33737 members 
Mstep: Class 8 contains 11108 members 
Mstep: Class 9 contains 26327 members 
Mstep: Class 10 contains 2369 members 
Mstep: Class 11 contains 25642 members 
Mstep: Class 12 contains 1557 members 
Mstep: Class 13 contains 4443 members 
Mstep: Class 14 contains 67454 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 9104 members 
Mstep: Class 18 contains 22442 members 
Mstep: Class 19 contains 7601 members 
Mstep: Class 20 contains 6945 members 
Mstep: Class 21 contains 21810 members 
Mstep: Class 22 contains 19174 members 
Mstep: Class 23 contains 18821 members 
Mstep: Class 24 contains 53782 members 
Mstep: Class 25 contains 2567 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6040 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 9496 members 
Mstep: Class 30 contains 22034 members 
Mstep: Class 31 contains 10939 members 
Mstep: Class 32 contains 49742 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1045 members 
Mstep: Class 38 contains 57364 members 
Mstep: Class 39 contains 16171 members 
Mstep: Class 40 contains 2309 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11636 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027576.000000 Penalty: 85805.187500
Iteration 173Q: 44 clusters Score -8.102758e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 40828 members 
Mstep: Class 3 contains 4212 members 
Mstep: Class 4 contains 69235 members 
Mstep: Class 5 contains 11660 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33742 members 
Mstep: Class 8 contains 11107 members 
Mstep: Class 9 contains 26327 members 
Mstep: Class 10 contains 2369 members 
Mstep: Class 11 contains 25642 members 
Mstep: Class 12 contains 1557 members 
Mstep: Class 13 contains 4453 members 
Mstep: Class 14 contains 67454 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2743 members 
Mstep: Class 17 contains 9104 members 
Mstep: Class 18 contains 22442 members 
Mstep: Class 19 contains 7601 members 
Mstep: Class 20 contains 6945 members 
Mstep: Class 21 contains 21810 members 
Mstep: Class 22 contains 19168 members 
Mstep: Class 23 contains 18821 members 
Mstep: Class 24 contains 53767 members 
Mstep: Class 25 contains 2567 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6039 members 
Mstep: Class 28 contains 1058 members 
Mstep: Class 29 contains 9496 members 
Mstep: Class 30 contains 22034 members 
Mstep: Class 31 contains 10946 members 
Mstep: Class 32 contains 49713 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1046 members 
Mstep: Class 38 contains 57395 members 
Mstep: Class 39 contains 16171 members 
Mstep: Class 40 contains 2313 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11637 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027592.000000 Penalty: 85805.187500
Iteration 174Q: 44 clusters Score -8.102759e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 40820 members 
Mstep: Class 3 contains 4214 members 
Mstep: Class 4 contains 69238 members 
Mstep: Class 5 contains 11661 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33744 members 
Mstep: Class 8 contains 11107 members 
Mstep: Class 9 contains 26327 members 
Mstep: Class 10 contains 2372 members 
Mstep: Class 11 contains 25640 members 
Mstep: Class 12 contains 1557 members 
Mstep: Class 13 contains 4459 members 
Mstep: Class 14 contains 67453 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2744 members 
Mstep: Class 17 contains 9104 members 
Mstep: Class 18 contains 22443 members 
Mstep: Class 19 contains 7600 members 
Mstep: Class 20 contains 6945 members 
Mstep: Class 21 contains 21810 members 
Mstep: Class 22 contains 19161 members 
Mstep: Class 23 contains 18821 members 
Mstep: Class 24 contains 53754 members 
Mstep: Class 25 contains 2567 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6041 members 
Mstep: Class 28 contains 1058 members 
Mstep: Class 29 contains 9496 members 
Mstep: Class 30 contains 22034 members 
Mstep: Class 31 contains 10950 members 
Mstep: Class 32 contains 49690 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1047 members 
Mstep: Class 38 contains 57428 members 
Mstep: Class 39 contains 16171 members 
Mstep: Class 40 contains 2314 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11638 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027592.000000 Penalty: 85805.187500
Iteration 175Q: 44 clusters Score -8.102759e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 40808 members 
Mstep: Class 3 contains 4215 members 
Mstep: Class 4 contains 69236 members 
Mstep: Class 5 contains 11659 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33748 members 
Mstep: Class 8 contains 11107 members 
Mstep: Class 9 contains 26327 members 
Mstep: Class 10 contains 2374 members 
Mstep: Class 11 contains 25641 members 
Mstep: Class 12 contains 1557 members 
Mstep: Class 13 contains 4466 members 
Mstep: Class 14 contains 67453 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2746 members 
Mstep: Class 17 contains 9104 members 
Mstep: Class 18 contains 22439 members 
Mstep: Class 19 contains 7599 members 
Mstep: Class 20 contains 6944 members 
Mstep: Class 21 contains 21810 members 
Mstep: Class 22 contains 19159 members 
Mstep: Class 23 contains 18821 members 
Mstep: Class 24 contains 53742 members 
Mstep: Class 25 contains 2568 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6040 members 
Mstep: Class 28 contains 1058 members 
Mstep: Class 29 contains 9496 members 
Mstep: Class 30 contains 22034 members 
Mstep: Class 31 contains 10955 members 
Mstep: Class 32 contains 49668 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1048 members 
Mstep: Class 38 contains 57465 members 
Mstep: Class 39 contains 16171 members 
Mstep: Class 40 contains 2315 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11639 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027504.000000 Penalty: 85805.187500
Iteration 176Q: 44 clusters Score -8.10275e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 40797 members 
Mstep: Class 3 contains 4216 members 
Mstep: Class 4 contains 69233 members 
Mstep: Class 5 contains 11659 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33750 members 
Mstep: Class 8 contains 11107 members 
Mstep: Class 9 contains 26327 members 
Mstep: Class 10 contains 2378 members 
Mstep: Class 11 contains 25641 members 
Mstep: Class 12 contains 1557 members 
Mstep: Class 13 contains 4466 members 
Mstep: Class 14 contains 67453 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2747 members 
Mstep: Class 17 contains 9104 members 
Mstep: Class 18 contains 22434 members 
Mstep: Class 19 contains 7599 members 
Mstep: Class 20 contains 6944 members 
Mstep: Class 21 contains 21810 members 
Mstep: Class 22 contains 19159 members 
Mstep: Class 23 contains 18822 members 
Mstep: Class 24 contains 53737 members 
Mstep: Class 25 contains 2568 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6040 members 
Mstep: Class 28 contains 1058 members 
Mstep: Class 29 contains 9496 members 
Mstep: Class 30 contains 22034 members 
Mstep: Class 31 contains 10962 members 
Mstep: Class 32 contains 49647 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1048 members 
Mstep: Class 38 contains 57496 members 
Mstep: Class 39 contains 16171 members 
Mstep: Class 40 contains 2318 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11639 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027568.000000 Penalty: 85805.187500
Iteration 177Q: 44 clusters Score -8.102757e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 40797 members 
Mstep: Class 3 contains 4215 members 
Mstep: Class 4 contains 69238 members 
Mstep: Class 5 contains 11658 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33753 members 
Mstep: Class 8 contains 11109 members 
Mstep: Class 9 contains 26328 members 
Mstep: Class 10 contains 2383 members 
Mstep: Class 11 contains 25639 members 
Mstep: Class 12 contains 1556 members 
Mstep: Class 13 contains 4469 members 
Mstep: Class 14 contains 67453 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2747 members 
Mstep: Class 17 contains 9104 members 
Mstep: Class 18 contains 22430 members 
Mstep: Class 19 contains 7597 members 
Mstep: Class 20 contains 6944 members 
Mstep: Class 21 contains 21811 members 
Mstep: Class 22 contains 19155 members 
Mstep: Class 23 contains 18823 members 
Mstep: Class 24 contains 53718 members 
Mstep: Class 25 contains 2568 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6040 members 
Mstep: Class 28 contains 1058 members 
Mstep: Class 29 contains 9496 members 
Mstep: Class 30 contains 22034 members 
Mstep: Class 31 contains 10969 members 
Mstep: Class 32 contains 49618 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1048 members 
Mstep: Class 38 contains 57530 members 
Mstep: Class 39 contains 16171 members 
Mstep: Class 40 contains 2321 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11641 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027696.000000 Penalty: 85805.187500
Iteration 178Q: 44 clusters Score -8.10277e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 40799 members 
Mstep: Class 3 contains 4215 members 
Mstep: Class 4 contains 69242 members 
Mstep: Class 5 contains 11658 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33755 members 
Mstep: Class 8 contains 11110 members 
Mstep: Class 9 contains 26328 members 
Mstep: Class 10 contains 2387 members 
Mstep: Class 11 contains 25638 members 
Mstep: Class 12 contains 1555 members 
Mstep: Class 13 contains 4475 members 
Mstep: Class 14 contains 67454 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2747 members 
Mstep: Class 17 contains 9104 members 
Mstep: Class 18 contains 22427 members 
Mstep: Class 19 contains 7595 members 
Mstep: Class 20 contains 6944 members 
Mstep: Class 21 contains 21811 members 
Mstep: Class 22 contains 19155 members 
Mstep: Class 23 contains 18823 members 
Mstep: Class 24 contains 53708 members 
Mstep: Class 25 contains 2568 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6040 members 
Mstep: Class 28 contains 1058 members 
Mstep: Class 29 contains 9496 members 
Mstep: Class 30 contains 22034 members 
Mstep: Class 31 contains 10973 members 
Mstep: Class 32 contains 49587 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1048 members 
Mstep: Class 38 contains 57560 members 
Mstep: Class 39 contains 16171 members 
Mstep: Class 40 contains 2325 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11643 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027632.000000 Penalty: 85805.187500
Iteration 179Q: 44 clusters Score -8.102763e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 40804 members 
Mstep: Class 3 contains 4214 members 
Mstep: Class 4 contains 69243 members 
Mstep: Class 5 contains 11657 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33758 members 
Mstep: Class 8 contains 11110 members 
Mstep: Class 9 contains 26329 members 
Mstep: Class 10 contains 2394 members 
Mstep: Class 11 contains 25637 members 
Mstep: Class 12 contains 1555 members 
Mstep: Class 13 contains 4483 members 
Mstep: Class 14 contains 67454 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2747 members 
Mstep: Class 17 contains 9105 members 
Mstep: Class 18 contains 22425 members 
Mstep: Class 19 contains 7589 members 
Mstep: Class 20 contains 6944 members 
Mstep: Class 21 contains 21811 members 
Mstep: Class 22 contains 19151 members 
Mstep: Class 23 contains 18823 members 
Mstep: Class 24 contains 53698 members 
Mstep: Class 25 contains 2568 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6040 members 
Mstep: Class 28 contains 1058 members 
Mstep: Class 29 contains 9496 members 
Mstep: Class 30 contains 22034 members 
Mstep: Class 31 contains 10977 members 
Mstep: Class 32 contains 49560 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1048 members 
Mstep: Class 38 contains 57589 members 
Mstep: Class 39 contains 16171 members 
Mstep: Class 40 contains 2328 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11644 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027648.000000 Penalty: 85805.187500
Iteration 180F: 44 clusters Score -8.102765e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 40802 members 
Mstep: Class 3 contains 4218 members 
Mstep: Class 4 contains 69249 members 
Mstep: Class 5 contains 11657 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33758 members 
Mstep: Class 8 contains 11113 members 
Mstep: Class 9 contains 26329 members 
Mstep: Class 10 contains 2395 members 
Mstep: Class 11 contains 25636 members 
Mstep: Class 12 contains 1555 members 
Mstep: Class 13 contains 4489 members 
Mstep: Class 14 contains 67455 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2747 members 
Mstep: Class 17 contains 9106 members 
Mstep: Class 18 contains 22430 members 
Mstep: Class 19 contains 7582 members 
Mstep: Class 20 contains 6944 members 
Mstep: Class 21 contains 21811 members 
Mstep: Class 22 contains 19147 members 
Mstep: Class 23 contains 18823 members 
Mstep: Class 24 contains 53672 members 
Mstep: Class 25 contains 2568 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6041 members 
Mstep: Class 28 contains 1058 members 
Mstep: Class 29 contains 9496 members 
Mstep: Class 30 contains 22034 members 
Mstep: Class 31 contains 10991 members 
Mstep: Class 32 contains 49533 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1048 members 
Mstep: Class 38 contains 57617 members 
Mstep: Class 39 contains 16171 members 
Mstep: Class 40 contains 2333 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11644 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027744.000000 Penalty: 85805.187500
Iteration 181Q: 44 clusters Score -8.102774e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 40799 members 
Mstep: Class 3 contains 4217 members 
Mstep: Class 4 contains 69256 members 
Mstep: Class 5 contains 11654 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33761 members 
Mstep: Class 8 contains 11114 members 
Mstep: Class 9 contains 26330 members 
Mstep: Class 10 contains 2399 members 
Mstep: Class 11 contains 25633 members 
Mstep: Class 12 contains 1555 members 
Mstep: Class 13 contains 4494 members 
Mstep: Class 14 contains 67455 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2749 members 
Mstep: Class 17 contains 9107 members 
Mstep: Class 18 contains 22422 members 
Mstep: Class 19 contains 7576 members 
Mstep: Class 20 contains 6944 members 
Mstep: Class 21 contains 21811 members 
Mstep: Class 22 contains 19146 members 
Mstep: Class 23 contains 18823 members 
Mstep: Class 24 contains 53648 members 
Mstep: Class 25 contains 2568 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6041 members 
Mstep: Class 28 contains 1059 members 
Mstep: Class 29 contains 9496 members 
Mstep: Class 30 contains 22034 members 
Mstep: Class 31 contains 10990 members 
Mstep: Class 32 contains 49525 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1048 members 
Mstep: Class 38 contains 57649 members 
Mstep: Class 39 contains 16171 members 
Mstep: Class 40 contains 2337 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11645 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027816.000000 Penalty: 85805.187500
Iteration 182Q: 44 clusters Score -8.102782e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 40798 members 
Mstep: Class 3 contains 4218 members 
Mstep: Class 4 contains 69260 members 
Mstep: Class 5 contains 11652 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33765 members 
Mstep: Class 8 contains 11114 members 
Mstep: Class 9 contains 26331 members 
Mstep: Class 10 contains 2401 members 
Mstep: Class 11 contains 25634 members 
Mstep: Class 12 contains 1555 members 
Mstep: Class 13 contains 4501 members 
Mstep: Class 14 contains 67452 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2748 members 
Mstep: Class 17 contains 9108 members 
Mstep: Class 18 contains 22415 members 
Mstep: Class 19 contains 7575 members 
Mstep: Class 20 contains 6944 members 
Mstep: Class 21 contains 21811 members 
Mstep: Class 22 contains 19148 members 
Mstep: Class 23 contains 18823 members 
Mstep: Class 24 contains 53628 members 
Mstep: Class 25 contains 2568 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6041 members 
Mstep: Class 28 contains 1058 members 
Mstep: Class 29 contains 9496 members 
Mstep: Class 30 contains 22034 members 
Mstep: Class 31 contains 10994 members 
Mstep: Class 32 contains 49507 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1048 members 
Mstep: Class 38 contains 57672 members 
Mstep: Class 39 contains 16171 members 
Mstep: Class 40 contains 2341 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11649 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027768.000000 Penalty: 85805.187500
Iteration 183Q: 44 clusters Score -8.102777e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 40798 members 
Mstep: Class 3 contains 4219 members 
Mstep: Class 4 contains 69262 members 
Mstep: Class 5 contains 11652 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33767 members 
Mstep: Class 8 contains 11114 members 
Mstep: Class 9 contains 26332 members 
Mstep: Class 10 contains 2399 members 
Mstep: Class 11 contains 25635 members 
Mstep: Class 12 contains 1555 members 
Mstep: Class 13 contains 4509 members 
Mstep: Class 14 contains 67449 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2748 members 
Mstep: Class 17 contains 9109 members 
Mstep: Class 18 contains 22412 members 
Mstep: Class 19 contains 7572 members 
Mstep: Class 20 contains 6944 members 
Mstep: Class 21 contains 21811 members 
Mstep: Class 22 contains 19152 members 
Mstep: Class 23 contains 18822 members 
Mstep: Class 24 contains 53611 members 
Mstep: Class 25 contains 2568 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6041 members 
Mstep: Class 28 contains 1058 members 
Mstep: Class 29 contains 9496 members 
Mstep: Class 30 contains 22034 members 
Mstep: Class 31 contains 10996 members 
Mstep: Class 32 contains 49489 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1048 members 
Mstep: Class 38 contains 57693 members 
Mstep: Class 39 contains 16171 members 
Mstep: Class 40 contains 2347 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11652 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027784.000000 Penalty: 85805.187500
Iteration 184Q: 44 clusters Score -8.102778e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 40795 members 
Mstep: Class 3 contains 4218 members 
Mstep: Class 4 contains 69264 members 
Mstep: Class 5 contains 11650 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33765 members 
Mstep: Class 8 contains 11114 members 
Mstep: Class 9 contains 26332 members 
Mstep: Class 10 contains 2399 members 
Mstep: Class 11 contains 25634 members 
Mstep: Class 12 contains 1555 members 
Mstep: Class 13 contains 4519 members 
Mstep: Class 14 contains 67450 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2749 members 
Mstep: Class 17 contains 9109 members 
Mstep: Class 18 contains 22409 members 
Mstep: Class 19 contains 7568 members 
Mstep: Class 20 contains 6944 members 
Mstep: Class 21 contains 21812 members 
Mstep: Class 22 contains 19158 members 
Mstep: Class 23 contains 18822 members 
Mstep: Class 24 contains 53598 members 
Mstep: Class 25 contains 2568 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6040 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 9496 members 
Mstep: Class 30 contains 22034 members 
Mstep: Class 31 contains 10998 members 
Mstep: Class 32 contains 49466 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1048 members 
Mstep: Class 38 contains 57717 members 
Mstep: Class 39 contains 16171 members 
Mstep: Class 40 contains 2355 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11654 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027816.000000 Penalty: 85805.187500
Iteration 185Q: 44 clusters Score -8.102782e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 40791 members 
Mstep: Class 3 contains 4218 members 
Mstep: Class 4 contains 69270 members 
Mstep: Class 5 contains 11648 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33767 members 
Mstep: Class 8 contains 11114 members 
Mstep: Class 9 contains 26333 members 
Mstep: Class 10 contains 2400 members 
Mstep: Class 11 contains 25627 members 
Mstep: Class 12 contains 1555 members 
Mstep: Class 13 contains 4531 members 
Mstep: Class 14 contains 67450 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2750 members 
Mstep: Class 17 contains 9111 members 
Mstep: Class 18 contains 22401 members 
Mstep: Class 19 contains 7563 members 
Mstep: Class 20 contains 6944 members 
Mstep: Class 21 contains 21812 members 
Mstep: Class 22 contains 19160 members 
Mstep: Class 23 contains 18822 members 
Mstep: Class 24 contains 53564 members 
Mstep: Class 25 contains 2568 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6038 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 9496 members 
Mstep: Class 30 contains 22034 members 
Mstep: Class 31 contains 10998 members 
Mstep: Class 32 contains 49458 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1049 members 
Mstep: Class 38 contains 57756 members 
Mstep: Class 39 contains 16171 members 
Mstep: Class 40 contains 2359 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11654 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027616.000000 Penalty: 85805.187500
Iteration 186Q: 44 clusters Score -8.102762e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 40787 members 
Mstep: Class 3 contains 4218 members 
Mstep: Class 4 contains 69274 members 
Mstep: Class 5 contains 11646 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33770 members 
Mstep: Class 8 contains 11114 members 
Mstep: Class 9 contains 26335 members 
Mstep: Class 10 contains 2401 members 
Mstep: Class 11 contains 25625 members 
Mstep: Class 12 contains 1555 members 
Mstep: Class 13 contains 4537 members 
Mstep: Class 14 contains 67450 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2750 members 
Mstep: Class 17 contains 9112 members 
Mstep: Class 18 contains 22397 members 
Mstep: Class 19 contains 7557 members 
Mstep: Class 20 contains 6944 members 
Mstep: Class 21 contains 21812 members 
Mstep: Class 22 contains 19153 members 
Mstep: Class 23 contains 18822 members 
Mstep: Class 24 contains 53541 members 
Mstep: Class 25 contains 2568 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6036 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 9496 members 
Mstep: Class 30 contains 22034 members 
Mstep: Class 31 contains 11004 members 
Mstep: Class 32 contains 49445 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1051 members 
Mstep: Class 38 contains 57786 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2366 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11656 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027664.000000 Penalty: 85805.187500
Iteration 187Q: 44 clusters Score -8.102766e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 40785 members 
Mstep: Class 3 contains 4218 members 
Mstep: Class 4 contains 69276 members 
Mstep: Class 5 contains 11648 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33772 members 
Mstep: Class 8 contains 11114 members 
Mstep: Class 9 contains 26335 members 
Mstep: Class 10 contains 2401 members 
Mstep: Class 11 contains 25624 members 
Mstep: Class 12 contains 1555 members 
Mstep: Class 13 contains 4542 members 
Mstep: Class 14 contains 67452 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2749 members 
Mstep: Class 17 contains 9115 members 
Mstep: Class 18 contains 22393 members 
Mstep: Class 19 contains 7549 members 
Mstep: Class 20 contains 6944 members 
Mstep: Class 21 contains 21812 members 
Mstep: Class 22 contains 19151 members 
Mstep: Class 23 contains 18821 members 
Mstep: Class 24 contains 53531 members 
Mstep: Class 25 contains 2568 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6034 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 9496 members 
Mstep: Class 30 contains 22034 members 
Mstep: Class 31 contains 11007 members 
Mstep: Class 32 contains 49418 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1053 members 
Mstep: Class 38 contains 57817 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2373 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11656 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027680.000000 Penalty: 85805.187500
Iteration 188Q: 44 clusters Score -8.102768e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 40780 members 
Mstep: Class 3 contains 4218 members 
Mstep: Class 4 contains 69281 members 
Mstep: Class 5 contains 11648 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33774 members 
Mstep: Class 8 contains 11114 members 
Mstep: Class 9 contains 26337 members 
Mstep: Class 10 contains 2401 members 
Mstep: Class 11 contains 25622 members 
Mstep: Class 12 contains 1555 members 
Mstep: Class 13 contains 4546 members 
Mstep: Class 14 contains 67451 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2749 members 
Mstep: Class 17 contains 9117 members 
Mstep: Class 18 contains 22392 members 
Mstep: Class 19 contains 7540 members 
Mstep: Class 20 contains 6944 members 
Mstep: Class 21 contains 21812 members 
Mstep: Class 22 contains 19148 members 
Mstep: Class 23 contains 18821 members 
Mstep: Class 24 contains 53524 members 
Mstep: Class 25 contains 2569 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6033 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 9496 members 
Mstep: Class 30 contains 22034 members 
Mstep: Class 31 contains 11017 members 
Mstep: Class 32 contains 49397 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1054 members 
Mstep: Class 38 contains 57834 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2379 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11656 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027696.000000 Penalty: 85805.187500
Iteration 189Q: 44 clusters Score -8.10277e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 40776 members 
Mstep: Class 3 contains 4219 members 
Mstep: Class 4 contains 69279 members 
Mstep: Class 5 contains 11648 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33777 members 
Mstep: Class 8 contains 11114 members 
Mstep: Class 9 contains 26336 members 
Mstep: Class 10 contains 2401 members 
Mstep: Class 11 contains 25623 members 
Mstep: Class 12 contains 1555 members 
Mstep: Class 13 contains 4545 members 
Mstep: Class 14 contains 67452 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2749 members 
Mstep: Class 17 contains 9119 members 
Mstep: Class 18 contains 22389 members 
Mstep: Class 19 contains 7536 members 
Mstep: Class 20 contains 6944 members 
Mstep: Class 21 contains 21812 members 
Mstep: Class 22 contains 19146 members 
Mstep: Class 23 contains 18821 members 
Mstep: Class 24 contains 53521 members 
Mstep: Class 25 contains 2571 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6031 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 9496 members 
Mstep: Class 30 contains 22034 members 
Mstep: Class 31 contains 11030 members 
Mstep: Class 32 contains 49382 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1055 members 
Mstep: Class 38 contains 57841 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2384 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11657 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027720.000000 Penalty: 85805.187500
Iteration 190Q: 44 clusters Score -8.102772e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 40774 members 
Mstep: Class 3 contains 4218 members 
Mstep: Class 4 contains 69285 members 
Mstep: Class 5 contains 11647 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33778 members 
Mstep: Class 8 contains 11114 members 
Mstep: Class 9 contains 26335 members 
Mstep: Class 10 contains 2400 members 
Mstep: Class 11 contains 25616 members 
Mstep: Class 12 contains 1554 members 
Mstep: Class 13 contains 4548 members 
Mstep: Class 14 contains 67453 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2748 members 
Mstep: Class 17 contains 9124 members 
Mstep: Class 18 contains 22379 members 
Mstep: Class 19 contains 7543 members 
Mstep: Class 20 contains 6944 members 
Mstep: Class 21 contains 21812 members 
Mstep: Class 22 contains 19149 members 
Mstep: Class 23 contains 18822 members 
Mstep: Class 24 contains 53513 members 
Mstep: Class 25 contains 2572 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6026 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9496 members 
Mstep: Class 30 contains 22034 members 
Mstep: Class 31 contains 11038 members 
Mstep: Class 32 contains 49367 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1057 members 
Mstep: Class 38 contains 57850 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2387 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11661 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027704.000000 Penalty: 85805.187500
Iteration 191Q: 44 clusters Score -8.10277e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 40775 members 
Mstep: Class 3 contains 4216 members 
Mstep: Class 4 contains 69284 members 
Mstep: Class 5 contains 11646 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33779 members 
Mstep: Class 8 contains 11115 members 
Mstep: Class 9 contains 26335 members 
Mstep: Class 10 contains 2400 members 
Mstep: Class 11 contains 25610 members 
Mstep: Class 12 contains 1554 members 
Mstep: Class 13 contains 4551 members 
Mstep: Class 14 contains 67455 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2746 members 
Mstep: Class 17 contains 9127 members 
Mstep: Class 18 contains 22372 members 
Mstep: Class 19 contains 7548 members 
Mstep: Class 20 contains 6944 members 
Mstep: Class 21 contains 21812 members 
Mstep: Class 22 contains 19148 members 
Mstep: Class 23 contains 18822 members 
Mstep: Class 24 contains 53508 members 
Mstep: Class 25 contains 2572 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6025 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9496 members 
Mstep: Class 30 contains 22034 members 
Mstep: Class 31 contains 11045 members 
Mstep: Class 32 contains 49350 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 57864 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2389 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11662 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027704.000000 Penalty: 85805.187500
Iteration 192Q: 44 clusters Score -8.10277e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 40774 members 
Mstep: Class 3 contains 4217 members 
Mstep: Class 4 contains 69289 members 
Mstep: Class 5 contains 11644 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33778 members 
Mstep: Class 8 contains 11116 members 
Mstep: Class 9 contains 26334 members 
Mstep: Class 10 contains 2400 members 
Mstep: Class 11 contains 25605 members 
Mstep: Class 12 contains 1554 members 
Mstep: Class 13 contains 4554 members 
Mstep: Class 14 contains 67456 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2746 members 
Mstep: Class 17 contains 9127 members 
Mstep: Class 18 contains 22363 members 
Mstep: Class 19 contains 7554 members 
Mstep: Class 20 contains 6944 members 
Mstep: Class 21 contains 21812 members 
Mstep: Class 22 contains 19146 members 
Mstep: Class 23 contains 18822 members 
Mstep: Class 24 contains 53504 members 
Mstep: Class 25 contains 2572 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6025 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9496 members 
Mstep: Class 30 contains 22034 members 
Mstep: Class 31 contains 11047 members 
Mstep: Class 32 contains 49333 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 57883 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2389 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11665 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027696.000000 Penalty: 85805.187500
Iteration 193Q: 44 clusters Score -8.10277e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 40771 members 
Mstep: Class 3 contains 4217 members 
Mstep: Class 4 contains 69289 members 
Mstep: Class 5 contains 11645 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33779 members 
Mstep: Class 8 contains 11116 members 
Mstep: Class 9 contains 26335 members 
Mstep: Class 10 contains 2400 members 
Mstep: Class 11 contains 25605 members 
Mstep: Class 12 contains 1554 members 
Mstep: Class 13 contains 4556 members 
Mstep: Class 14 contains 67456 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2746 members 
Mstep: Class 17 contains 9126 members 
Mstep: Class 18 contains 22350 members 
Mstep: Class 19 contains 7560 members 
Mstep: Class 20 contains 6944 members 
Mstep: Class 21 contains 21812 members 
Mstep: Class 22 contains 19148 members 
Mstep: Class 23 contains 18822 members 
Mstep: Class 24 contains 53496 members 
Mstep: Class 25 contains 2572 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6025 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9496 members 
Mstep: Class 30 contains 22034 members 
Mstep: Class 31 contains 11056 members 
Mstep: Class 32 contains 49323 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 57892 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2390 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11669 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027768.000000 Penalty: 85805.187500
Iteration 194Q: 44 clusters Score -8.102777e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 40773 members 
Mstep: Class 3 contains 4217 members 
Mstep: Class 4 contains 69291 members 
Mstep: Class 5 contains 11645 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33783 members 
Mstep: Class 8 contains 11116 members 
Mstep: Class 9 contains 26335 members 
Mstep: Class 10 contains 2399 members 
Mstep: Class 11 contains 25605 members 
Mstep: Class 12 contains 1554 members 
Mstep: Class 13 contains 4557 members 
Mstep: Class 14 contains 67457 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2746 members 
Mstep: Class 17 contains 9126 members 
Mstep: Class 18 contains 22347 members 
Mstep: Class 19 contains 7559 members 
Mstep: Class 20 contains 6944 members 
Mstep: Class 21 contains 21812 members 
Mstep: Class 22 contains 19148 members 
Mstep: Class 23 contains 18822 members 
Mstep: Class 24 contains 53484 members 
Mstep: Class 25 contains 2572 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6023 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9496 members 
Mstep: Class 30 contains 22034 members 
Mstep: Class 31 contains 11059 members 
Mstep: Class 32 contains 49313 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 57906 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2391 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11671 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027824.000000 Penalty: 85805.187500
Iteration 195Q: 44 clusters Score -8.102782e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 40771 members 
Mstep: Class 3 contains 4217 members 
Mstep: Class 4 contains 69297 members 
Mstep: Class 5 contains 11645 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33785 members 
Mstep: Class 8 contains 11118 members 
Mstep: Class 9 contains 26335 members 
Mstep: Class 10 contains 2399 members 
Mstep: Class 11 contains 25607 members 
Mstep: Class 12 contains 1554 members 
Mstep: Class 13 contains 4557 members 
Mstep: Class 14 contains 67457 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2745 members 
Mstep: Class 17 contains 9126 members 
Mstep: Class 18 contains 22340 members 
Mstep: Class 19 contains 7555 members 
Mstep: Class 20 contains 6944 members 
Mstep: Class 21 contains 21812 members 
Mstep: Class 22 contains 19149 members 
Mstep: Class 23 contains 18822 members 
Mstep: Class 24 contains 53483 members 
Mstep: Class 25 contains 2572 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6022 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9496 members 
Mstep: Class 30 contains 22034 members 
Mstep: Class 31 contains 11061 members 
Mstep: Class 32 contains 49301 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 57918 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2393 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11670 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027784.000000 Penalty: 85805.187500
Iteration 196Q: 44 clusters Score -8.102778e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 40769 members 
Mstep: Class 3 contains 4218 members 
Mstep: Class 4 contains 69305 members 
Mstep: Class 5 contains 11645 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33785 members 
Mstep: Class 8 contains 11119 members 
Mstep: Class 9 contains 26335 members 
Mstep: Class 10 contains 2399 members 
Mstep: Class 11 contains 25608 members 
Mstep: Class 12 contains 1554 members 
Mstep: Class 13 contains 4558 members 
Mstep: Class 14 contains 67456 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2745 members 
Mstep: Class 17 contains 9126 members 
Mstep: Class 18 contains 22337 members 
Mstep: Class 19 contains 7553 members 
Mstep: Class 20 contains 6944 members 
Mstep: Class 21 contains 21812 members 
Mstep: Class 22 contains 19150 members 
Mstep: Class 23 contains 18821 members 
Mstep: Class 24 contains 53475 members 
Mstep: Class 25 contains 2572 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6021 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9496 members 
Mstep: Class 30 contains 22034 members 
Mstep: Class 31 contains 11064 members 
Mstep: Class 32 contains 49291 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 57928 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2395 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11670 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027760.000000 Penalty: 85805.187500
Iteration 197Q: 44 clusters Score -8.102776e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 40770 members 
Mstep: Class 3 contains 4219 members 
Mstep: Class 4 contains 69319 members 
Mstep: Class 5 contains 11645 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33785 members 
Mstep: Class 8 contains 11119 members 
Mstep: Class 9 contains 26334 members 
Mstep: Class 10 contains 2399 members 
Mstep: Class 11 contains 25608 members 
Mstep: Class 12 contains 1554 members 
Mstep: Class 13 contains 4559 members 
Mstep: Class 14 contains 67456 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2744 members 
Mstep: Class 17 contains 9126 members 
Mstep: Class 18 contains 22331 members 
Mstep: Class 19 contains 7555 members 
Mstep: Class 20 contains 6944 members 
Mstep: Class 21 contains 21812 members 
Mstep: Class 22 contains 19146 members 
Mstep: Class 23 contains 18821 members 
Mstep: Class 24 contains 53469 members 
Mstep: Class 25 contains 2572 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6020 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9496 members 
Mstep: Class 30 contains 22034 members 
Mstep: Class 31 contains 11063 members 
Mstep: Class 32 contains 49277 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 57941 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2396 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11671 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027880.000000 Penalty: 85805.187500
Iteration 198Q: 44 clusters Score -8.102788e+07 nChanged 61
Entering ConstructFrom: 
Score: -81027880.000000 Penalty: 85805.187500
Entering ConstructFrom: 
Trying to split cluster 1 (6536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Entering Unmasked Estep 
Score: -783602.375000 Penalty: 1307.220093
	Iteration 0F: 2 clusters Score -783602.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -779010.437500 Penalty: 2614.440186
	Iteration 0F: 3 clusters Score -779010.4 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -780456.875000 Penalty: 2614.440186
	Iteration 1F: 3 clusters Score -780456.9 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -780706.812500 Penalty: 2614.440186
	Iteration 2F: 3 clusters Score -780706.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -780892.750000 Penalty: 2614.440186
	Iteration 3F: 3 clusters Score -780892.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -781047.437500 Penalty: 2614.440186
	Iteration 4Q: 3 clusters Score -781047.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -781179.812500 Penalty: 2614.440186
	Iteration 5Q: 3 clusters Score -781179.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -781319.125000 Penalty: 2614.440186
	Iteration 6Q: 3 clusters Score -781319.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -781433.312500 Penalty: 2614.440186
	Iteration 7Q: 3 clusters Score -781433.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -781564.000000 Penalty: 2614.440186
	Iteration 8Q: 3 clusters Score -781564 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -781695.187500 Penalty: 2614.440186
	Iteration 9Q: 3 clusters Score -781695.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -781830.437500 Penalty: 2614.440186
	Iteration 10Q: 3 clusters Score -781830.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -781946.687500 Penalty: 2614.440186
	Iteration 11Q: 3 clusters Score -781946.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -782052.125000 Penalty: 2614.440186
	Iteration 12Q: 3 clusters Score -782052.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -782158.562500 Penalty: 2614.440186
	Iteration 13Q: 3 clusters Score -782158.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -782269.875000 Penalty: 2614.440186
	Iteration 14Q: 3 clusters Score -782269.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -782358.625000 Penalty: 2614.440186
	Iteration 15Q: 3 clusters Score -782358.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -782427.312500 Penalty: 2614.440186
	Iteration 16Q: 3 clusters Score -782427.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -782470.000000 Penalty: 2614.440186
	Iteration 17Q: 3 clusters Score -782470 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -782503.375000 Penalty: 2614.440186
	Iteration 18Q: 3 clusters Score -782503.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -782527.875000 Penalty: 2614.440186
	Iteration 19Q: 3 clusters Score -782527.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -782548.562500 Penalty: 2614.440186
	Iteration 20F: 3 clusters Score -782548.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -782561.437500 Penalty: 2614.440186
	Iteration 21Q: 3 clusters Score -782561.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -782568.250000 Penalty: 2614.440186
	Iteration 22Q: 3 clusters Score -782568.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -782572.187500 Penalty: 2614.440186
	Iteration 23Q: 3 clusters Score -782572.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -782577.500000 Penalty: 2614.440186
	Iteration 24Q: 3 clusters Score -782577.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -782578.250000 Penalty: 2614.440186
	Iteration 25Q: 3 clusters Score -782578.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -782582.375000 Penalty: 2614.440186
	Iteration 26Q: 3 clusters Score -782582.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -782586.937500 Penalty: 2614.440186
	Iteration 27Q: 3 clusters Score -782586.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -782590.562500 Penalty: 2614.440186
	Iteration 28Q: 3 clusters Score -782590.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -782594.625000 Penalty: 2614.440186
	Iteration 29Q: 3 clusters Score -782594.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -782596.687500 Penalty: 2614.440186
	Iteration 30Q: 3 clusters Score -782596.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -782601.125000 Penalty: 2614.440186
	Iteration 31Q: 3 clusters Score -782601.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -782604.562500 Penalty: 2614.440186
	Iteration 32Q: 3 clusters Score -782604.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -782607.687500 Penalty: 2614.440186
	Iteration 33Q: 3 clusters Score -782607.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -782613.562500 Penalty: 2614.440186
	Iteration 34Q: 3 clusters Score -782613.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -782617.687500 Penalty: 2614.440186
	Iteration 35Q: 3 clusters Score -782617.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -782619.250000 Penalty: 2614.440186
	Iteration 36Q: 3 clusters Score -782619.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -782621.687500 Penalty: 2614.440186
	Iteration 37Q: 3 clusters Score -782621.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -782625.375000 Penalty: 2614.440186
	Iteration 38Q: 3 clusters Score -782625.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -782623.937500 Penalty: 2614.440186
	Iteration 39Q: 3 clusters Score -782623.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -782626.250000 Penalty: 2614.440186
	Iteration 40F: 3 clusters Score -782626.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -782626.812500 Penalty: 2614.440186
	Iteration 41Q: 3 clusters Score -782626.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -782627.375000 Penalty: 2614.440186
	Iteration 42Q: 3 clusters Score -782627.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -782630.187500 Penalty: 2614.440186
	Iteration 43Q: 3 clusters Score -782630.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -782632.812500 Penalty: 2614.440186
	Iteration 44Q: 3 clusters Score -782632.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -782632.687500 Penalty: 2614.440186
	Iteration 45Q: 3 clusters Score -782632.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -782635.062500 Penalty: 2614.440186
	Iteration 46Q: 3 clusters Score -782635.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -782633.500000 Penalty: 2614.440186
	Iteration 47Q: 3 clusters Score -782633.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -782634.312500 Penalty: 2614.440186
	Iteration 48Q: 3 clusters Score -782634.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -782635.625000 Penalty: 2614.440186
	Iteration 49Q: 3 clusters Score -782635.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -782637.437500 Penalty: 2614.440186
	Iteration 50Q: 3 clusters Score -782637.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -782636.437500 Penalty: 2614.440186
	Iteration 51Q: 3 clusters Score -782636.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -782635.250000 Penalty: 2614.440186
	Iteration 52Q: 3 clusters Score -782635.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -782639.062500 Penalty: 2614.440186
	Iteration 53Q: 3 clusters Score -782639.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -782640.875000 Penalty: 2614.440186
	Iteration 54Q: 3 clusters Score -782640.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -782641.687500 Penalty: 2614.440186
	Iteration 55Q: 3 clusters Score -782641.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -782643.375000 Penalty: 2614.440186
	Iteration 56Q: 3 clusters Score -782643.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -782644.312500 Penalty: 2614.440186
	Iteration 57Q: 3 clusters Score -782644.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -782643.625000 Penalty: 2614.440186
	Iteration 58Q: 3 clusters Score -782643.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -782643.000000 Penalty: 2614.440186
	Iteration 59Q: 3 clusters Score -782643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -782643.000000 Penalty: 2614.440186
	Iteration 60F: 3 clusters Score -782643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (40768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40768 members 
Entering Unmasked Estep 
Score: -5010738.500000 Penalty: 1579.609253
	Iteration 0F: 2 clusters Score -5010738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -4984264.000000 Penalty: 3159.218506
	Iteration 0F: 3 clusters Score -4984264 nChanged 18624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -4994691.000000 Penalty: 3159.218506
	Iteration 1F: 3 clusters Score -4994691 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -4995326.500000 Penalty: 3159.218506
	Iteration 2Q: 3 clusters Score -4995326 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 22152 members 
Entering Unmasked Estep 
Score: -4996089.000000 Penalty: 3159.218506
	Iteration 3Q: 3 clusters Score -4996089 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -4996958.500000 Penalty: 3159.218506
	Iteration 4Q: 3 clusters Score -4996958 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 24093 members 
Entering Unmasked Estep 
Score: -4997965.000000 Penalty: 3159.218506
	Iteration 5F: 3 clusters Score -4997965 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 25393 members 
Entering Unmasked Estep 
Score: -4999216.500000 Penalty: 3159.218506
	Iteration 6F: 3 clusters Score -4999216 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 26851 members 
Entering Unmasked Estep 
Score: -5000647.000000 Penalty: 3159.218506
	Iteration 7F: 3 clusters Score -5000647 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 28415 members 
Entering Unmasked Estep 
Score: -5002112.500000 Penalty: 3159.218506
	Iteration 8F: 3 clusters Score -5002112 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 29898 members 
Entering Unmasked Estep 
Score: -5003526.500000 Penalty: 3159.218506
	Iteration 9Q: 3 clusters Score -5003526 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 31287 members 
Entering Unmasked Estep 
Score: -5004944.500000 Penalty: 3159.218506
	Iteration 10Q: 3 clusters Score -5004944 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 32402 members 
Entering Unmasked Estep 
Score: -5006112.000000 Penalty: 3159.218506
	Iteration 11Q: 3 clusters Score -5006112 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 33291 members 
Entering Unmasked Estep 
Score: -5006893.000000 Penalty: 3159.218506
	Iteration 12Q: 3 clusters Score -5006893 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 33972 members 
Entering Unmasked Estep 
Score: -5007389.500000 Penalty: 3159.218506
	Iteration 13Q: 3 clusters Score -5007390 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 34599 members 
Entering Unmasked Estep 
Score: -5007750.500000 Penalty: 3159.218506
	Iteration 14Q: 3 clusters Score -5007750 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 35154 members 
Entering Unmasked Estep 
Score: -5008123.500000 Penalty: 3159.218506
	Iteration 15Q: 3 clusters Score -5008124 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 35637 members 
Entering Unmasked Estep 
Score: -5008410.000000 Penalty: 3159.218506
	Iteration 16Q: 3 clusters Score -5008410 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 36031 members 
Entering Unmasked Estep 
Score: -5008657.500000 Penalty: 3159.218506
	Iteration 17Q: 3 clusters Score -5008658 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 36390 members 
Entering Unmasked Estep 
Score: -5008837.000000 Penalty: 3159.218506
	Iteration 18Q: 3 clusters Score -5008837 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 36707 members 
Entering Unmasked Estep 
Score: -5008996.500000 Penalty: 3159.218506
	Iteration 19Q: 3 clusters Score -5008996 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 37007 members 
Entering Unmasked Estep 
Score: -5009154.000000 Penalty: 3159.218506
	Iteration 20F: 3 clusters Score -5009154 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 37257 members 
Entering Unmasked Estep 
Score: -5009248.500000 Penalty: 3159.218506
	Iteration 21Q: 3 clusters Score -5009248 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 37478 members 
Entering Unmasked Estep 
Score: -5009326.500000 Penalty: 3159.218506
	Iteration 22Q: 3 clusters Score -5009326 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 37679 members 
Entering Unmasked Estep 
Score: -5009408.000000 Penalty: 3159.218506
	Iteration 23Q: 3 clusters Score -5009408 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 37853 members 
Entering Unmasked Estep 
Score: -5009464.000000 Penalty: 3159.218506
	Iteration 24Q: 3 clusters Score -5009464 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 38003 members 
Entering Unmasked Estep 
Score: -5009508.500000 Penalty: 3159.218506
	Iteration 25Q: 3 clusters Score -5009508 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 38134 members 
Entering Unmasked Estep 
Score: -5009536.500000 Penalty: 3159.218506
	Iteration 26Q: 3 clusters Score -5009536 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 38237 members 
Entering Unmasked Estep 
Score: -5009565.500000 Penalty: 3159.218506
	Iteration 27Q: 3 clusters Score -5009566 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 38315 members 
Entering Unmasked Estep 
Score: -5009587.000000 Penalty: 3159.218506
	Iteration 28Q: 3 clusters Score -5009587 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 38376 members 
Entering Unmasked Estep 
Score: -5009602.000000 Penalty: 3159.218506
	Iteration 29Q: 3 clusters Score -5009602 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 38435 members 
Entering Unmasked Estep 
Score: -5009627.000000 Penalty: 3159.218506
	Iteration 30Q: 3 clusters Score -5009627 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 38498 members 
Entering Unmasked Estep 
Score: -5009646.000000 Penalty: 3159.218506
	Iteration 31Q: 3 clusters Score -5009646 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 38552 members 
Entering Unmasked Estep 
Score: -5009659.000000 Penalty: 3159.218506
	Iteration 32Q: 3 clusters Score -5009659 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 38587 members 
Entering Unmasked Estep 
Score: -5009665.000000 Penalty: 3159.218506
	Iteration 33Q: 3 clusters Score -5009665 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 38625 members 
Entering Unmasked Estep 
Score: -5009672.000000 Penalty: 3159.218506
	Iteration 34Q: 3 clusters Score -5009672 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 38653 members 
Entering Unmasked Estep 
Score: -5009680.500000 Penalty: 3159.218506
	Iteration 35Q: 3 clusters Score -5009680 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 38674 members 
Entering Unmasked Estep 
Score: -5009681.000000 Penalty: 3159.218506
	Iteration 36Q: 3 clusters Score -5009681 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 38687 members 
Entering Unmasked Estep 
Score: -5009675.500000 Penalty: 3159.218506
	Iteration 37Q: 3 clusters Score -5009676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 38698 members 
Entering Unmasked Estep 
Score: -5009684.000000 Penalty: 3159.218506
	Iteration 38Q: 3 clusters Score -5009684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 38706 members 
Entering Unmasked Estep 
Score: -5009679.000000 Penalty: 3159.218506
	Iteration 39Q: 3 clusters Score -5009679 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 38713 members 
Entering Unmasked Estep 
Score: -5009683.000000 Penalty: 3159.218506
	Iteration 40F: 3 clusters Score -5009683 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 38720 members 
Entering Unmasked Estep 
Score: -5009687.500000 Penalty: 3159.218506
	Iteration 41Q: 3 clusters Score -5009688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 38722 members 
Entering Unmasked Estep 
Score: -5009688.000000 Penalty: 3159.218506
	Iteration 42Q: 3 clusters Score -5009688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 38728 members 
Entering Unmasked Estep 
Score: -5009690.500000 Penalty: 3159.218506
	Iteration 43Q: 3 clusters Score -5009690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 38734 members 
Entering Unmasked Estep 
Score: -5009696.000000 Penalty: 3159.218506
	Iteration 44Q: 3 clusters Score -5009696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 38746 members 
Entering Unmasked Estep 
Score: -5009698.000000 Penalty: 3159.218506
	Iteration 45Q: 3 clusters Score -5009698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 38758 members 
Entering Unmasked Estep 
Score: -5009706.000000 Penalty: 3159.218506
	Iteration 46Q: 3 clusters Score -5009706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 38768 members 
Entering Unmasked Estep 
Score: -5009706.000000 Penalty: 3159.218506
	Iteration 47Q: 3 clusters Score -5009706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 38774 members 
Entering Unmasked Estep 
Score: -5009711.500000 Penalty: 3159.218506
	Iteration 48Q: 3 clusters Score -5009712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 38778 members 
Entering Unmasked Estep 
Score: -5009709.000000 Penalty: 3159.218506
	Iteration 49Q: 3 clusters Score -5009709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 38780 members 
Entering Unmasked Estep 
Score: -5009713.000000 Penalty: 3159.218506
	Iteration 50Q: 3 clusters Score -5009713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 38783 members 
Entering Unmasked Estep 
Score: -5009710.000000 Penalty: 3159.218506
	Iteration 51Q: 3 clusters Score -5009710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 38786 members 
Entering Unmasked Estep 
Score: -5009708.500000 Penalty: 3159.218506
	Iteration 52Q: 3 clusters Score -5009708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 38789 members 
Entering Unmasked Estep 
Score: -5009710.000000 Penalty: 3159.218506
	Iteration 53Q: 3 clusters Score -5009710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 38793 members 
Entering Unmasked Estep 
Score: -5009709.000000 Penalty: 3159.218506
	Iteration 54Q: 3 clusters Score -5009709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 38800 members 
Entering Unmasked Estep 
Score: -5009705.000000 Penalty: 3159.218506
	Iteration 55Q: 3 clusters Score -5009705 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 38806 members 
Entering Unmasked Estep 
Score: -5009710.000000 Penalty: 3159.218506
	Iteration 56Q: 3 clusters Score -5009710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 38813 members 
Entering Unmasked Estep 
Score: -5009714.500000 Penalty: 3159.218506
	Iteration 57Q: 3 clusters Score -5009714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 38819 members 
Entering Unmasked Estep 
Score: -5009713.000000 Penalty: 3159.218506
	Iteration 58Q: 3 clusters Score -5009713 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 38829 members 
Entering Unmasked Estep 
Score: -5009716.500000 Penalty: 3159.218506
	Iteration 59Q: 3 clusters Score -5009716 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 38844 members 
Entering Unmasked Estep 
Score: -5009723.000000 Penalty: 3159.218506
	Iteration 60F: 3 clusters Score -5009723 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 38863 members 
Entering Unmasked Estep 
Score: -5009731.500000 Penalty: 3159.218506
	Iteration 61Q: 3 clusters Score -5009732 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 38889 members 
Entering Unmasked Estep 
Score: -5009743.500000 Penalty: 3159.218506
	Iteration 62Q: 3 clusters Score -5009744 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 38904 members 
Entering Unmasked Estep 
Score: -5009736.500000 Penalty: 3159.218506
	Iteration 63Q: 3 clusters Score -5009736 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 38917 members 
Entering Unmasked Estep 
Score: -5009746.500000 Penalty: 3159.218506
	Iteration 64Q: 3 clusters Score -5009746 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 38928 members 
Entering Unmasked Estep 
Score: -5009752.000000 Penalty: 3159.218506
	Iteration 65Q: 3 clusters Score -5009752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 38938 members 
Entering Unmasked Estep 
Score: -5009755.500000 Penalty: 3159.218506
	Iteration 66Q: 3 clusters Score -5009756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 38943 members 
Entering Unmasked Estep 
Score: -5009755.000000 Penalty: 3159.218506
	Iteration 67Q: 3 clusters Score -5009755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 38946 members 
Entering Unmasked Estep 
Score: -5009754.000000 Penalty: 3159.218506
	Iteration 68Q: 3 clusters Score -5009754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 38946 members 
Entering Unmasked Estep 
Score: -5009754.000000 Penalty: 3159.218506
	Iteration 69F: 3 clusters Score -5009754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Entering Unmasked Estep 
Score: -491306.375000 Penalty: 1242.050903
	Iteration 0F: 2 clusters Score -491306.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -488054.687500 Penalty: 2484.101807
	Iteration 0F: 3 clusters Score -488054.7 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -488932.437500 Penalty: 2484.101807
	Iteration 1F: 3 clusters Score -488932.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -489183.218750 Penalty: 2484.101807
	Iteration 2F: 3 clusters Score -489183.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -489386.500000 Penalty: 2484.101807
	Iteration 3F: 3 clusters Score -489386.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -489556.375000 Penalty: 2484.101807
	Iteration 4Q: 3 clusters Score -489556.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -489680.031250 Penalty: 2484.101807
	Iteration 5Q: 3 clusters Score -489680 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -489787.187500 Penalty: 2484.101807
	Iteration 6Q: 3 clusters Score -489787.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -489916.531250 Penalty: 2484.101807
	Iteration 7Q: 3 clusters Score -489916.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -490029.500000 Penalty: 2484.101807
	Iteration 8Q: 3 clusters Score -490029.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -490163.843750 Penalty: 2484.101807
	Iteration 9Q: 3 clusters Score -490163.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -490288.781250 Penalty: 2484.101807
	Iteration 10Q: 3 clusters Score -490288.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -490390.437500 Penalty: 2484.101807
	Iteration 11Q: 3 clusters Score -490390.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -490463.531250 Penalty: 2484.101807
	Iteration 12Q: 3 clusters Score -490463.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -490528.656250 Penalty: 2484.101807
	Iteration 13Q: 3 clusters Score -490528.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -490595.000000 Penalty: 2484.101807
	Iteration 14Q: 3 clusters Score -490595 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -490633.125000 Penalty: 2484.101807
	Iteration 15Q: 3 clusters Score -490633.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -490657.281250 Penalty: 2484.101807
	Iteration 16Q: 3 clusters Score -490657.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -490670.750000 Penalty: 2484.101807
	Iteration 17Q: 3 clusters Score -490670.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -490678.437500 Penalty: 2484.101807
	Iteration 18Q: 3 clusters Score -490678.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -490686.593750 Penalty: 2484.101807
	Iteration 19Q: 3 clusters Score -490686.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -490691.031250 Penalty: 2484.101807
	Iteration 20F: 3 clusters Score -490691 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -490693.875000 Penalty: 2484.101807
	Iteration 21Q: 3 clusters Score -490693.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -490698.656250 Penalty: 2484.101807
	Iteration 22Q: 3 clusters Score -490698.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -490704.968750 Penalty: 2484.101807
	Iteration 23Q: 3 clusters Score -490705 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -490711.375000 Penalty: 2484.101807
	Iteration 24Q: 3 clusters Score -490711.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -490715.906250 Penalty: 2484.101807
	Iteration 25Q: 3 clusters Score -490715.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -490721.468750 Penalty: 2484.101807
	Iteration 26Q: 3 clusters Score -490721.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -490725.093750 Penalty: 2484.101807
	Iteration 27Q: 3 clusters Score -490725.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -490730.156250 Penalty: 2484.101807
	Iteration 28Q: 3 clusters Score -490730.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -490735.468750 Penalty: 2484.101807
	Iteration 29Q: 3 clusters Score -490735.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -490743.625000 Penalty: 2484.101807
	Iteration 30Q: 3 clusters Score -490743.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -490750.937500 Penalty: 2484.101807
	Iteration 31Q: 3 clusters Score -490750.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -490753.656250 Penalty: 2484.101807
	Iteration 32Q: 3 clusters Score -490753.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -490757.375000 Penalty: 2484.101807
	Iteration 33Q: 3 clusters Score -490757.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -490757.312500 Penalty: 2484.101807
	Iteration 34Q: 3 clusters Score -490757.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -490757.281250 Penalty: 2484.101807
	Iteration 35Q: 3 clusters Score -490757.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -490757.281250 Penalty: 2484.101807
	Iteration 36F: 3 clusters Score -490757.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (69324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69324 members 
Entering Unmasked Estep 
Score: -8714404.000000 Penalty: 1658.606079
	Iteration 0F: 2 clusters Score -8714404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34747 members 
Mstep: Class 2 contains 34577 members 
Entering Unmasked Estep 
Score: -8671830.000000 Penalty: 3317.212158
	Iteration 0F: 3 clusters Score -8671830 nChanged 32566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35479 members 
Mstep: Class 2 contains 33845 members 
Entering Unmasked Estep 
Score: -8690374.000000 Penalty: 3317.212158
	Iteration 1F: 3 clusters Score -8690374 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35899 members 
Mstep: Class 2 contains 33425 members 
Entering Unmasked Estep 
Score: -8691361.000000 Penalty: 3317.212158
	Iteration 2Q: 3 clusters Score -8691361 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36442 members 
Mstep: Class 2 contains 32882 members 
Entering Unmasked Estep 
Score: -8692460.000000 Penalty: 3317.212158
	Iteration 3Q: 3 clusters Score -8692460 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36961 members 
Mstep: Class 2 contains 32363 members 
Entering Unmasked Estep 
Score: -8693970.000000 Penalty: 3317.212158
	Iteration 4Q: 3 clusters Score -8693970 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37333 members 
Mstep: Class 2 contains 31991 members 
Entering Unmasked Estep 
Score: -8695874.000000 Penalty: 3317.212158
	Iteration 5Q: 3 clusters Score -8695874 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37312 members 
Mstep: Class 2 contains 32012 members 
Entering Unmasked Estep 
Score: -8698349.000000 Penalty: 3317.212158
	Iteration 6F: 3 clusters Score -8698349 nChanged 4399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36979 members 
Mstep: Class 2 contains 32345 members 
Entering Unmasked Estep 
Score: -8701461.000000 Penalty: 3317.212158
	Iteration 7F: 3 clusters Score -8701461 nChanged 4705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36220 members 
Mstep: Class 2 contains 33104 members 
Entering Unmasked Estep 
Score: -8704900.000000 Penalty: 3317.212158
	Iteration 8F: 3 clusters Score -8704900 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35109 members 
Mstep: Class 2 contains 34215 members 
Entering Unmasked Estep 
Score: -8708248.000000 Penalty: 3317.212158
	Iteration 9F: 3 clusters Score -8708248 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33834 members 
Mstep: Class 2 contains 35490 members 
Entering Unmasked Estep 
Score: -8710933.000000 Penalty: 3317.212158
	Iteration 10F: 3 clusters Score -8710933 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32764 members 
Mstep: Class 2 contains 36560 members 
Entering Unmasked Estep 
Score: -8712565.000000 Penalty: 3317.212158
	Iteration 11Q: 3 clusters Score -8712565 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31971 members 
Mstep: Class 2 contains 37353 members 
Entering Unmasked Estep 
Score: -8713424.000000 Penalty: 3317.212158
	Iteration 12Q: 3 clusters Score -8713424 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31446 members 
Mstep: Class 2 contains 37878 members 
Entering Unmasked Estep 
Score: -8713842.000000 Penalty: 3317.212158
	Iteration 13Q: 3 clusters Score -8713842 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31111 members 
Mstep: Class 2 contains 38213 members 
Entering Unmasked Estep 
Score: -8714088.000000 Penalty: 3317.212158
	Iteration 14Q: 3 clusters Score -8714088 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30801 members 
Mstep: Class 2 contains 38523 members 
Entering Unmasked Estep 
Score: -8714215.000000 Penalty: 3317.212158
	Iteration 15Q: 3 clusters Score -8714215 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30511 members 
Mstep: Class 2 contains 38813 members 
Entering Unmasked Estep 
Score: -8714231.000000 Penalty: 3317.212158
	Iteration 16Q: 3 clusters Score -8714231 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30281 members 
Mstep: Class 2 contains 39043 members 
Entering Unmasked Estep 
Score: -8714293.000000 Penalty: 3317.212158
	Iteration 17Q: 3 clusters Score -8714293 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30053 members 
Mstep: Class 2 contains 39271 members 
Entering Unmasked Estep 
Score: -8714311.000000 Penalty: 3317.212158
	Iteration 18Q: 3 clusters Score -8714311 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29847 members 
Mstep: Class 2 contains 39477 members 
Entering Unmasked Estep 
Score: -8714326.000000 Penalty: 3317.212158
	Iteration 19Q: 3 clusters Score -8714326 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29641 members 
Mstep: Class 2 contains 39683 members 
Entering Unmasked Estep 
Score: -8714361.000000 Penalty: 3317.212158
	Iteration 20F: 3 clusters Score -8714361 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29444 members 
Mstep: Class 2 contains 39880 members 
Entering Unmasked Estep 
Score: -8714376.000000 Penalty: 3317.212158
	Iteration 21Q: 3 clusters Score -8714376 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29265 members 
Mstep: Class 2 contains 40059 members 
Entering Unmasked Estep 
Score: -8714359.000000 Penalty: 3317.212158
	Iteration 22Q: 3 clusters Score -8714359 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29065 members 
Mstep: Class 2 contains 40259 members 
Entering Unmasked Estep 
Score: -8714365.000000 Penalty: 3317.212158
	Iteration 23Q: 3 clusters Score -8714365 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28890 members 
Mstep: Class 2 contains 40434 members 
Entering Unmasked Estep 
Score: -8714389.000000 Penalty: 3317.212158
	Iteration 24Q: 3 clusters Score -8714389 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28724 members 
Mstep: Class 2 contains 40600 members 
Entering Unmasked Estep 
Score: -8714350.000000 Penalty: 3317.212158
	Iteration 25Q: 3 clusters Score -8714350 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28577 members 
Mstep: Class 2 contains 40747 members 
Entering Unmasked Estep 
Score: -8714380.000000 Penalty: 3317.212158
	Iteration 26Q: 3 clusters Score -8714380 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28414 members 
Mstep: Class 2 contains 40910 members 
Entering Unmasked Estep 
Score: -8714380.000000 Penalty: 3317.212158
	Iteration 27Q: 3 clusters Score -8714380 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28258 members 
Mstep: Class 2 contains 41066 members 
Entering Unmasked Estep 
Score: -8714357.000000 Penalty: 3317.212158
	Iteration 28Q: 3 clusters Score -8714357 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28109 members 
Mstep: Class 2 contains 41215 members 
Entering Unmasked Estep 
Score: -8714353.000000 Penalty: 3317.212158
	Iteration 29Q: 3 clusters Score -8714353 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27963 members 
Mstep: Class 2 contains 41361 members 
Entering Unmasked Estep 
Score: -8714341.000000 Penalty: 3317.212158
	Iteration 30Q: 3 clusters Score -8714341 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27808 members 
Mstep: Class 2 contains 41516 members 
Entering Unmasked Estep 
Score: -8714355.000000 Penalty: 3317.212158
	Iteration 31Q: 3 clusters Score -8714355 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27637 members 
Mstep: Class 2 contains 41687 members 
Entering Unmasked Estep 
Score: -8714356.000000 Penalty: 3317.212158
	Iteration 32Q: 3 clusters Score -8714356 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27462 members 
Mstep: Class 2 contains 41862 members 
Entering Unmasked Estep 
Score: -8714356.000000 Penalty: 3317.212158
	Iteration 33Q: 3 clusters Score -8714356 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27285 members 
Mstep: Class 2 contains 42039 members 
Entering Unmasked Estep 
Score: -8714354.000000 Penalty: 3317.212158
	Iteration 34Q: 3 clusters Score -8714354 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27141 members 
Mstep: Class 2 contains 42183 members 
Entering Unmasked Estep 
Score: -8714371.000000 Penalty: 3317.212158
	Iteration 35Q: 3 clusters Score -8714371 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26993 members 
Mstep: Class 2 contains 42331 members 
Entering Unmasked Estep 
Score: -8714382.000000 Penalty: 3317.212158
	Iteration 36Q: 3 clusters Score -8714382 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26847 members 
Mstep: Class 2 contains 42477 members 
Entering Unmasked Estep 
Score: -8714373.000000 Penalty: 3317.212158
	Iteration 37Q: 3 clusters Score -8714373 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26701 members 
Mstep: Class 2 contains 42623 members 
Entering Unmasked Estep 
Score: -8714390.000000 Penalty: 3317.212158
	Iteration 38Q: 3 clusters Score -8714390 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26558 members 
Mstep: Class 2 contains 42766 members 
Entering Unmasked Estep 
Score: -8714392.000000 Penalty: 3317.212158
	Iteration 39Q: 3 clusters Score -8714392 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26431 members 
Mstep: Class 2 contains 42893 members 
Entering Unmasked Estep 
Score: -8714398.000000 Penalty: 3317.212158
	Iteration 40F: 3 clusters Score -8714398 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26296 members 
Mstep: Class 2 contains 43028 members 
Entering Unmasked Estep 
Score: -8714391.000000 Penalty: 3317.212158
	Iteration 41Q: 3 clusters Score -8714391 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26160 members 
Mstep: Class 2 contains 43164 members 
Entering Unmasked Estep 
Score: -8714392.000000 Penalty: 3317.212158
	Iteration 42Q: 3 clusters Score -8714392 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26014 members 
Mstep: Class 2 contains 43310 members 
Entering Unmasked Estep 
Score: -8714363.000000 Penalty: 3317.212158
	Iteration 43Q: 3 clusters Score -8714363 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25878 members 
Mstep: Class 2 contains 43446 members 
Entering Unmasked Estep 
Score: -8714349.000000 Penalty: 3317.212158
	Iteration 44Q: 3 clusters Score -8714349 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25736 members 
Mstep: Class 2 contains 43588 members 
Entering Unmasked Estep 
Score: -8714360.000000 Penalty: 3317.212158
	Iteration 45Q: 3 clusters Score -8714360 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25615 members 
Mstep: Class 2 contains 43709 members 
Entering Unmasked Estep 
Score: -8714358.000000 Penalty: 3317.212158
	Iteration 46Q: 3 clusters Score -8714358 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25512 members 
Mstep: Class 2 contains 43812 members 
Entering Unmasked Estep 
Score: -8714370.000000 Penalty: 3317.212158
	Iteration 47Q: 3 clusters Score -8714370 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25392 members 
Mstep: Class 2 contains 43932 members 
Entering Unmasked Estep 
Score: -8714364.000000 Penalty: 3317.212158
	Iteration 48Q: 3 clusters Score -8714364 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25271 members 
Mstep: Class 2 contains 44053 members 
Entering Unmasked Estep 
Score: -8714371.000000 Penalty: 3317.212158
	Iteration 49Q: 3 clusters Score -8714371 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25147 members 
Mstep: Class 2 contains 44177 members 
Entering Unmasked Estep 
Score: -8714379.000000 Penalty: 3317.212158
	Iteration 50Q: 3 clusters Score -8714379 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25029 members 
Mstep: Class 2 contains 44295 members 
Entering Unmasked Estep 
Score: -8714384.000000 Penalty: 3317.212158
	Iteration 51Q: 3 clusters Score -8714384 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24921 members 
Mstep: Class 2 contains 44403 members 
Entering Unmasked Estep 
Score: -8714383.000000 Penalty: 3317.212158
	Iteration 52Q: 3 clusters Score -8714383 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 44514 members 
Entering Unmasked Estep 
Score: -8714357.000000 Penalty: 3317.212158
	Iteration 53Q: 3 clusters Score -8714357 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24701 members 
Mstep: Class 2 contains 44623 members 
Entering Unmasked Estep 
Score: -8714352.000000 Penalty: 3317.212158
	Iteration 54Q: 3 clusters Score -8714352 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24584 members 
Mstep: Class 2 contains 44740 members 
Entering Unmasked Estep 
Score: -8714351.000000 Penalty: 3317.212158
	Iteration 55Q: 3 clusters Score -8714351 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24465 members 
Mstep: Class 2 contains 44859 members 
Entering Unmasked Estep 
Score: -8714343.000000 Penalty: 3317.212158
	Iteration 56Q: 3 clusters Score -8714343 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24347 members 
Mstep: Class 2 contains 44977 members 
Entering Unmasked Estep 
Score: -8714335.000000 Penalty: 3317.212158
	Iteration 57Q: 3 clusters Score -8714335 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24237 members 
Mstep: Class 2 contains 45087 members 
Entering Unmasked Estep 
Score: -8714308.000000 Penalty: 3317.212158
	Iteration 58Q: 3 clusters Score -8714308 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 45192 members 
Entering Unmasked Estep 
Score: -8714314.000000 Penalty: 3317.212158
	Iteration 59Q: 3 clusters Score -8714314 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 45303 members 
Entering Unmasked Estep 
Score: -8714354.000000 Penalty: 3317.212158
	Iteration 60F: 3 clusters Score -8714354 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23915 members 
Mstep: Class 2 contains 45409 members 
Entering Unmasked Estep 
Score: -8714349.000000 Penalty: 3317.212158
	Iteration 61Q: 3 clusters Score -8714349 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 45505 members 
Entering Unmasked Estep 
Score: -8714342.000000 Penalty: 3317.212158
	Iteration 62Q: 3 clusters Score -8714342 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 45585 members 
Entering Unmasked Estep 
Score: -8714327.000000 Penalty: 3317.212158
	Iteration 63Q: 3 clusters Score -8714327 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 45664 members 
Entering Unmasked Estep 
Score: -8714320.000000 Penalty: 3317.212158
	Iteration 64Q: 3 clusters Score -8714320 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23591 members 
Mstep: Class 2 contains 45733 members 
Entering Unmasked Estep 
Score: -8714334.000000 Penalty: 3317.212158
	Iteration 65Q: 3 clusters Score -8714334 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23521 members 
Mstep: Class 2 contains 45803 members 
Entering Unmasked Estep 
Score: -8714318.000000 Penalty: 3317.212158
	Iteration 66Q: 3 clusters Score -8714318 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 45869 members 
Entering Unmasked Estep 
Score: -8714308.000000 Penalty: 3317.212158
	Iteration 67Q: 3 clusters Score -8714308 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23402 members 
Mstep: Class 2 contains 45922 members 
Entering Unmasked Estep 
Score: -8714293.000000 Penalty: 3317.212158
	Iteration 68Q: 3 clusters Score -8714293 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23353 members 
Mstep: Class 2 contains 45971 members 
Entering Unmasked Estep 
Score: -8714307.000000 Penalty: 3317.212158
	Iteration 69Q: 3 clusters Score -8714307 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23306 members 
Mstep: Class 2 contains 46018 members 
Entering Unmasked Estep 
Score: -8714308.000000 Penalty: 3317.212158
	Iteration 70Q: 3 clusters Score -8714308 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23263 members 
Mstep: Class 2 contains 46061 members 
Entering Unmasked Estep 
Score: -8714302.000000 Penalty: 3317.212158
	Iteration 71Q: 3 clusters Score -8714302 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23217 members 
Mstep: Class 2 contains 46107 members 
Entering Unmasked Estep 
Score: -8714315.000000 Penalty: 3317.212158
	Iteration 72Q: 3 clusters Score -8714315 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23172 members 
Mstep: Class 2 contains 46152 members 
Entering Unmasked Estep 
Score: -8714303.000000 Penalty: 3317.212158
	Iteration 73Q: 3 clusters Score -8714303 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23130 members 
Mstep: Class 2 contains 46194 members 
Entering Unmasked Estep 
Score: -8714306.000000 Penalty: 3317.212158
	Iteration 74Q: 3 clusters Score -8714306 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 46234 members 
Entering Unmasked Estep 
Score: -8714307.000000 Penalty: 3317.212158
	Iteration 75Q: 3 clusters Score -8714307 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 46281 members 
Entering Unmasked Estep 
Score: -8714286.000000 Penalty: 3317.212158
	Iteration 76Q: 3 clusters Score -8714286 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 46332 members 
Entering Unmasked Estep 
Score: -8714297.000000 Penalty: 3317.212158
	Iteration 77Q: 3 clusters Score -8714297 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22926 members 
Mstep: Class 2 contains 46398 members 
Entering Unmasked Estep 
Score: -8714310.000000 Penalty: 3317.212158
	Iteration 78Q: 3 clusters Score -8714310 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22855 members 
Mstep: Class 2 contains 46469 members 
Entering Unmasked Estep 
Score: -8714326.000000 Penalty: 3317.212158
	Iteration 79Q: 3 clusters Score -8714326 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22793 members 
Mstep: Class 2 contains 46531 members 
Entering Unmasked Estep 
Score: -8714313.000000 Penalty: 3317.212158
	Iteration 80F: 3 clusters Score -8714313 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 46586 members 
Entering Unmasked Estep 
Score: -8714273.000000 Penalty: 3317.212158
	Iteration 81Q: 3 clusters Score -8714273 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22679 members 
Mstep: Class 2 contains 46645 members 
Entering Unmasked Estep 
Score: -8714262.000000 Penalty: 3317.212158
	Iteration 82Q: 3 clusters Score -8714262 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 46700 members 
Entering Unmasked Estep 
Score: -8714280.000000 Penalty: 3317.212158
	Iteration 83Q: 3 clusters Score -8714280 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22583 members 
Mstep: Class 2 contains 46741 members 
Entering Unmasked Estep 
Score: -8714284.000000 Penalty: 3317.212158
	Iteration 84Q: 3 clusters Score -8714284 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22532 members 
Mstep: Class 2 contains 46792 members 
Entering Unmasked Estep 
Score: -8714288.000000 Penalty: 3317.212158
	Iteration 85Q: 3 clusters Score -8714288 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22489 members 
Mstep: Class 2 contains 46835 members 
Entering Unmasked Estep 
Score: -8714292.000000 Penalty: 3317.212158
	Iteration 86Q: 3 clusters Score -8714292 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22453 members 
Mstep: Class 2 contains 46871 members 
Entering Unmasked Estep 
Score: -8714277.000000 Penalty: 3317.212158
	Iteration 87Q: 3 clusters Score -8714277 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 46903 members 
Entering Unmasked Estep 
Score: -8714262.000000 Penalty: 3317.212158
	Iteration 88Q: 3 clusters Score -8714262 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22380 members 
Mstep: Class 2 contains 46944 members 
Entering Unmasked Estep 
Score: -8714250.000000 Penalty: 3317.212158
	Iteration 89Q: 3 clusters Score -8714250 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22337 members 
Mstep: Class 2 contains 46987 members 
Entering Unmasked Estep 
Score: -8714273.000000 Penalty: 3317.212158
	Iteration 90Q: 3 clusters Score -8714273 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 47029 members 
Entering Unmasked Estep 
Score: -8714256.000000 Penalty: 3317.212158
	Iteration 91Q: 3 clusters Score -8714256 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22259 members 
Mstep: Class 2 contains 47065 members 
Entering Unmasked Estep 
Score: -8714270.000000 Penalty: 3317.212158
	Iteration 92Q: 3 clusters Score -8714270 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22229 members 
Mstep: Class 2 contains 47095 members 
Entering Unmasked Estep 
Score: -8714278.000000 Penalty: 3317.212158
	Iteration 93Q: 3 clusters Score -8714278 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22206 members 
Mstep: Class 2 contains 47118 members 
Entering Unmasked Estep 
Score: -8714274.000000 Penalty: 3317.212158
	Iteration 94Q: 3 clusters Score -8714274 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22164 members 
Mstep: Class 2 contains 47160 members 
Entering Unmasked Estep 
Score: -8714275.000000 Penalty: 3317.212158
	Iteration 95Q: 3 clusters Score -8714275 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 47191 members 
Entering Unmasked Estep 
Score: -8714267.000000 Penalty: 3317.212158
	Iteration 96Q: 3 clusters Score -8714267 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 47231 members 
Entering Unmasked Estep 
Score: -8714272.000000 Penalty: 3317.212158
	Iteration 97Q: 3 clusters Score -8714272 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Mstep: Class 2 contains 47271 members 
Entering Unmasked Estep 
Score: -8714284.000000 Penalty: 3317.212158
	Iteration 98Q: 3 clusters Score -8714284 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22011 members 
Mstep: Class 2 contains 47313 members 
Entering Unmasked Estep 
Score: -8714273.000000 Penalty: 3317.212158
	Iteration 99Q: 3 clusters Score -8714273 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21968 members 
Mstep: Class 2 contains 47356 members 
Entering Unmasked Estep 
Score: -8714272.000000 Penalty: 3317.212158
	Iteration 100F: 3 clusters Score -8714272 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 47395 members 
Entering Unmasked Estep 
Score: -8714260.000000 Penalty: 3317.212158
	Iteration 101Q: 3 clusters Score -8714260 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 47430 members 
Entering Unmasked Estep 
Score: -8714265.000000 Penalty: 3317.212158
	Iteration 102Q: 3 clusters Score -8714265 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 47457 members 
Entering Unmasked Estep 
Score: -8714275.000000 Penalty: 3317.212158
	Iteration 103Q: 3 clusters Score -8714275 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 47478 members 
Entering Unmasked Estep 
Score: -8714277.000000 Penalty: 3317.212158
	Iteration 104Q: 3 clusters Score -8714277 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21811 members 
Mstep: Class 2 contains 47513 members 
Entering Unmasked Estep 
Score: -8714267.000000 Penalty: 3317.212158
	Iteration 105Q: 3 clusters Score -8714267 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 47542 members 
Entering Unmasked Estep 
Score: -8714277.000000 Penalty: 3317.212158
	Iteration 106Q: 3 clusters Score -8714277 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 47565 members 
Entering Unmasked Estep 
Score: -8714268.000000 Penalty: 3317.212158
	Iteration 107Q: 3 clusters Score -8714268 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21729 members 
Mstep: Class 2 contains 47595 members 
Entering Unmasked Estep 
Score: -8714255.000000 Penalty: 3317.212158
	Iteration 108Q: 3 clusters Score -8714255 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21704 members 
Mstep: Class 2 contains 47620 members 
Entering Unmasked Estep 
Score: -8714259.000000 Penalty: 3317.212158
	Iteration 109Q: 3 clusters Score -8714259 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21685 members 
Mstep: Class 2 contains 47639 members 
Entering Unmasked Estep 
Score: -8714246.000000 Penalty: 3317.212158
	Iteration 110Q: 3 clusters Score -8714246 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 47656 members 
Entering Unmasked Estep 
Score: -8714240.000000 Penalty: 3317.212158
	Iteration 111Q: 3 clusters Score -8714240 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21651 members 
Mstep: Class 2 contains 47673 members 
Entering Unmasked Estep 
Score: -8714232.000000 Penalty: 3317.212158
	Iteration 112Q: 3 clusters Score -8714232 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 47690 members 
Entering Unmasked Estep 
Score: -8714234.000000 Penalty: 3317.212158
	Iteration 113Q: 3 clusters Score -8714234 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 47709 members 
Entering Unmasked Estep 
Score: -8714236.000000 Penalty: 3317.212158
	Iteration 114Q: 3 clusters Score -8714236 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 47734 members 
Entering Unmasked Estep 
Score: -8714222.000000 Penalty: 3317.212158
	Iteration 115Q: 3 clusters Score -8714222 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21558 members 
Mstep: Class 2 contains 47766 members 
Entering Unmasked Estep 
Score: -8714225.000000 Penalty: 3317.212158
	Iteration 116Q: 3 clusters Score -8714225 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 47793 members 
Entering Unmasked Estep 
Score: -8714229.000000 Penalty: 3317.212158
	Iteration 117Q: 3 clusters Score -8714229 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 47823 members 
Entering Unmasked Estep 
Score: -8714231.000000 Penalty: 3317.212158
	Iteration 118Q: 3 clusters Score -8714231 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21461 members 
Mstep: Class 2 contains 47863 members 
Entering Unmasked Estep 
Score: -8714237.000000 Penalty: 3317.212158
	Iteration 119Q: 3 clusters Score -8714237 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 47904 members 
Entering Unmasked Estep 
Score: -8714242.000000 Penalty: 3317.212158
	Iteration 120F: 3 clusters Score -8714242 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 47939 members 
Entering Unmasked Estep 
Score: -8714244.000000 Penalty: 3317.212158
	Iteration 121Q: 3 clusters Score -8714244 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 47967 members 
Entering Unmasked Estep 
Score: -8714249.000000 Penalty: 3317.212158
	Iteration 122Q: 3 clusters Score -8714249 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 47994 members 
Entering Unmasked Estep 
Score: -8714251.000000 Penalty: 3317.212158
	Iteration 123Q: 3 clusters Score -8714251 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21306 members 
Mstep: Class 2 contains 48018 members 
Entering Unmasked Estep 
Score: -8714252.000000 Penalty: 3317.212158
	Iteration 124Q: 3 clusters Score -8714252 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21289 members 
Mstep: Class 2 contains 48035 members 
Entering Unmasked Estep 
Score: -8714259.000000 Penalty: 3317.212158
	Iteration 125Q: 3 clusters Score -8714259 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 48053 members 
Entering Unmasked Estep 
Score: -8714256.000000 Penalty: 3317.212158
	Iteration 126Q: 3 clusters Score -8714256 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 48073 members 
Entering Unmasked Estep 
Score: -8714254.000000 Penalty: 3317.212158
	Iteration 127Q: 3 clusters Score -8714254 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 48088 members 
Entering Unmasked Estep 
Score: -8714250.000000 Penalty: 3317.212158
	Iteration 128Q: 3 clusters Score -8714250 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21220 members 
Mstep: Class 2 contains 48104 members 
Entering Unmasked Estep 
Score: -8714245.000000 Penalty: 3317.212158
	Iteration 129Q: 3 clusters Score -8714245 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21210 members 
Mstep: Class 2 contains 48114 members 
Entering Unmasked Estep 
Score: -8714243.000000 Penalty: 3317.212158
	Iteration 130Q: 3 clusters Score -8714243 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 48126 members 
Entering Unmasked Estep 
Score: -8714259.000000 Penalty: 3317.212158
	Iteration 131Q: 3 clusters Score -8714259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 48135 members 
Entering Unmasked Estep 
Score: -8714257.000000 Penalty: 3317.212158
	Iteration 132Q: 3 clusters Score -8714257 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 48149 members 
Entering Unmasked Estep 
Score: -8714246.000000 Penalty: 3317.212158
	Iteration 133Q: 3 clusters Score -8714246 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 48166 members 
Entering Unmasked Estep 
Score: -8714238.000000 Penalty: 3317.212158
	Iteration 134Q: 3 clusters Score -8714238 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 48184 members 
Entering Unmasked Estep 
Score: -8714258.000000 Penalty: 3317.212158
	Iteration 135Q: 3 clusters Score -8714258 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 48202 members 
Entering Unmasked Estep 
Score: -8714267.000000 Penalty: 3317.212158
	Iteration 136Q: 3 clusters Score -8714267 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 48222 members 
Entering Unmasked Estep 
Score: -8714271.000000 Penalty: 3317.212158
	Iteration 137Q: 3 clusters Score -8714271 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 48240 members 
Entering Unmasked Estep 
Score: -8714261.000000 Penalty: 3317.212158
	Iteration 138Q: 3 clusters Score -8714261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 48248 members 
Entering Unmasked Estep 
Score: -8714260.000000 Penalty: 3317.212158
	Iteration 139Q: 3 clusters Score -8714260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21069 members 
Mstep: Class 2 contains 48255 members 
Entering Unmasked Estep 
Score: -8714267.000000 Penalty: 3317.212158
	Iteration 140F: 3 clusters Score -8714267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21068 members 
Mstep: Class 2 contains 48256 members 
Entering Unmasked Estep 
Score: -8714265.000000 Penalty: 3317.212158
	Iteration 141Q: 3 clusters Score -8714265 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21068 members 
Mstep: Class 2 contains 48256 members 
Entering Unmasked Estep 
Score: -8714265.000000 Penalty: 3317.212158
	Iteration 142F: 3 clusters Score -8714265 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (11646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Entering Unmasked Estep 
Score: -1391796.625000 Penalty: 1393.172363
	Iteration 0F: 2 clusters Score -1391797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1383946.750000 Penalty: 2786.344727
	Iteration 0F: 3 clusters Score -1383947 nChanged 4919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1386717.000000 Penalty: 2786.344727
	Iteration 1F: 3 clusters Score -1386717 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1387139.500000 Penalty: 2786.344727
	Iteration 2F: 3 clusters Score -1387140 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1387644.250000 Penalty: 2786.344727
	Iteration 3F: 3 clusters Score -1387644 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1388299.000000 Penalty: 2786.344727
	Iteration 4F: 3 clusters Score -1388299 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1389097.875000 Penalty: 2786.344727
	Iteration 5F: 3 clusters Score -1389098 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1389916.750000 Penalty: 2786.344727
	Iteration 6F: 3 clusters Score -1389917 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1390573.250000 Penalty: 2786.344727
	Iteration 7F: 3 clusters Score -1390573 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1391008.375000 Penalty: 2786.344727
	Iteration 8Q: 3 clusters Score -1391008 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1391257.000000 Penalty: 2786.344727
	Iteration 9Q: 3 clusters Score -1391257 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1391380.875000 Penalty: 2786.344727
	Iteration 10Q: 3 clusters Score -1391381 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1391442.375000 Penalty: 2786.344727
	Iteration 11Q: 3 clusters Score -1391442 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1391481.750000 Penalty: 2786.344727
	Iteration 12Q: 3 clusters Score -1391482 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1391497.875000 Penalty: 2786.344727
	Iteration 13Q: 3 clusters Score -1391498 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1391508.625000 Penalty: 2786.344727
	Iteration 14Q: 3 clusters Score -1391509 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1391524.625000 Penalty: 2786.344727
	Iteration 15Q: 3 clusters Score -1391525 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1391529.375000 Penalty: 2786.344727
	Iteration 16Q: 3 clusters Score -1391529 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1391533.250000 Penalty: 2786.344727
	Iteration 17Q: 3 clusters Score -1391533 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1391533.000000 Penalty: 2786.344727
	Iteration 18Q: 3 clusters Score -1391533 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1391535.250000 Penalty: 2786.344727
	Iteration 19Q: 3 clusters Score -1391535 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1391535.625000 Penalty: 2786.344727
	Iteration 20F: 3 clusters Score -1391536 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1391543.625000 Penalty: 2786.344727
	Iteration 21Q: 3 clusters Score -1391544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1391544.375000 Penalty: 2786.344727
	Iteration 22Q: 3 clusters Score -1391544 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1391548.875000 Penalty: 2786.344727
	Iteration 23Q: 3 clusters Score -1391549 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1391552.750000 Penalty: 2786.344727
	Iteration 24Q: 3 clusters Score -1391553 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1391559.750000 Penalty: 2786.344727
	Iteration 25Q: 3 clusters Score -1391560 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1391559.125000 Penalty: 2786.344727
	Iteration 26Q: 3 clusters Score -1391559 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1391564.000000 Penalty: 2786.344727
	Iteration 27Q: 3 clusters Score -1391564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1391567.250000 Penalty: 2786.344727
	Iteration 28Q: 3 clusters Score -1391567 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1391567.000000 Penalty: 2786.344727
	Iteration 29Q: 3 clusters Score -1391567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1391567.750000 Penalty: 2786.344727
	Iteration 30Q: 3 clusters Score -1391568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1391571.000000 Penalty: 2786.344727
	Iteration 31Q: 3 clusters Score -1391571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1391570.125000 Penalty: 2786.344727
	Iteration 32Q: 3 clusters Score -1391570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1391569.750000 Penalty: 2786.344727
	Iteration 33Q: 3 clusters Score -1391570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1391569.625000 Penalty: 2786.344727
	Iteration 34Q: 3 clusters Score -1391570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1391571.125000 Penalty: 2786.344727
	Iteration 35Q: 3 clusters Score -1391571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1391568.375000 Penalty: 2786.344727
	Iteration 36Q: 3 clusters Score -1391568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1391571.250000 Penalty: 2786.344727
	Iteration 37Q: 3 clusters Score -1391571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1391572.500000 Penalty: 2786.344727
	Iteration 38Q: 3 clusters Score -1391572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1391573.625000 Penalty: 2786.344727
	Iteration 39Q: 3 clusters Score -1391574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1391577.625000 Penalty: 2786.344727
	Iteration 40F: 3 clusters Score -1391578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1391579.125000 Penalty: 2786.344727
	Iteration 41Q: 3 clusters Score -1391579 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1391579.125000 Penalty: 2786.344727
	Iteration 42Q: 3 clusters Score -1391579 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1391577.875000 Penalty: 2786.344727
	Iteration 43Q: 3 clusters Score -1391578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1391583.875000 Penalty: 2786.344727
	Iteration 44Q: 3 clusters Score -1391584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1391585.750000 Penalty: 2786.344727
	Iteration 45Q: 3 clusters Score -1391586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1391589.625000 Penalty: 2786.344727
	Iteration 46Q: 3 clusters Score -1391590 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1391591.875000 Penalty: 2786.344727
	Iteration 47Q: 3 clusters Score -1391592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1391591.000000 Penalty: 2786.344727
	Iteration 48Q: 3 clusters Score -1391591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1391597.000000 Penalty: 2786.344727
	Iteration 49Q: 3 clusters Score -1391597 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1391600.000000 Penalty: 2786.344727
	Iteration 50Q: 3 clusters Score -1391600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1391599.500000 Penalty: 2786.344727
	Iteration 51Q: 3 clusters Score -1391600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1391601.500000 Penalty: 2786.344727
	Iteration 52Q: 3 clusters Score -1391602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1391601.750000 Penalty: 2786.344727
	Iteration 53Q: 3 clusters Score -1391602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1391601.750000 Penalty: 2786.344727
	Iteration 54Q: 3 clusters Score -1391602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1391604.125000 Penalty: 2786.344727
	Iteration 55Q: 3 clusters Score -1391604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1391604.625000 Penalty: 2786.344727
	Iteration 56Q: 3 clusters Score -1391605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1391604.000000 Penalty: 2786.344727
	Iteration 57Q: 3 clusters Score -1391604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1391605.375000 Penalty: 2786.344727
	Iteration 58Q: 3 clusters Score -1391605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1391606.625000 Penalty: 2786.344727
	Iteration 59Q: 3 clusters Score -1391607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1391605.000000 Penalty: 2786.344727
	Iteration 60F: 3 clusters Score -1391605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1391608.375000 Penalty: 2786.344727
	Iteration 61Q: 3 clusters Score -1391608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1391609.750000 Penalty: 2786.344727
	Iteration 62Q: 3 clusters Score -1391610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1391612.625000 Penalty: 2786.344727
	Iteration 63Q: 3 clusters Score -1391613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1391612.375000 Penalty: 2786.344727
	Iteration 64Q: 3 clusters Score -1391612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1391614.125000 Penalty: 2786.344727
	Iteration 65Q: 3 clusters Score -1391614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1391610.750000 Penalty: 2786.344727
	Iteration 66Q: 3 clusters Score -1391611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1391611.375000 Penalty: 2786.344727
	Iteration 67Q: 3 clusters Score -1391611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1391613.000000 Penalty: 2786.344727
	Iteration 68Q: 3 clusters Score -1391613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1391613.000000 Penalty: 2786.344727
	Iteration 69F: 3 clusters Score -1391613 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Entering Unmasked Estep 
Score: -37316.703125 Penalty: 863.804077
	Iteration 0F: 2 clusters Score -37316.7 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 149 members 
Entering Unmasked Estep 
Score: -36583.964844 Penalty: 1727.608154
	Iteration 0F: 3 clusters Score -36583.96 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -36715.027344 Penalty: 1727.608154
	Iteration 1F: 3 clusters Score -36715.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -36786.886719 Penalty: 1727.608154
	Iteration 2Q: 3 clusters Score -36786.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -36809.671875 Penalty: 1727.608154
	Iteration 3Q: 3 clusters Score -36809.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -36818.218750 Penalty: 1727.608154
	Iteration 4Q: 3 clusters Score -36818.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -36823.613281 Penalty: 1727.608154
	Iteration 5Q: 3 clusters Score -36823.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -36826.355469 Penalty: 1727.608154
	Iteration 6Q: 3 clusters Score -36826.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -36832.433594 Penalty: 1727.608154
	Iteration 7Q: 3 clusters Score -36832.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -36834.851562 Penalty: 1727.608154
	Iteration 8Q: 3 clusters Score -36834.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -36834.851562 Penalty: 1727.608154
	Iteration 9F: 3 clusters Score -36834.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (33785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33785 members 
Entering Unmasked Estep 
Score: -4277169.000000 Penalty: 1551.652588
	Iteration 0F: 2 clusters Score -4277169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -4255261.000000 Penalty: 3103.305176
	Iteration 0F: 3 clusters Score -4255261 nChanged 15350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -4263667.500000 Penalty: 3103.305176
	Iteration 1F: 3 clusters Score -4263668 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -4264139.500000 Penalty: 3103.305176
	Iteration 2Q: 3 clusters Score -4264140 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -4264535.500000 Penalty: 3103.305176
	Iteration 3Q: 3 clusters Score -4264536 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -4264927.500000 Penalty: 3103.305176
	Iteration 4Q: 3 clusters Score -4264928 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -4265374.000000 Penalty: 3103.305176
	Iteration 5Q: 3 clusters Score -4265374 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -4265905.500000 Penalty: 3103.305176
	Iteration 6Q: 3 clusters Score -4265906 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21411 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -4266554.000000 Penalty: 3103.305176
	Iteration 7Q: 3 clusters Score -4266554 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22855 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -4267491.000000 Penalty: 3103.305176
	Iteration 8Q: 3 clusters Score -4267491 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24613 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -4268680.500000 Penalty: 3103.305176
	Iteration 9F: 3 clusters Score -4268680 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26586 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -4270182.500000 Penalty: 3103.305176
	Iteration 10F: 3 clusters Score -4270182 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28646 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -4271834.000000 Penalty: 3103.305176
	Iteration 11F: 3 clusters Score -4271834 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30462 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -4273347.500000 Penalty: 3103.305176
	Iteration 12F: 3 clusters Score -4273348 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31789 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -4274454.000000 Penalty: 3103.305176
	Iteration 13Q: 3 clusters Score -4274454 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32560 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -4275097.000000 Penalty: 3103.305176
	Iteration 14Q: 3 clusters Score -4275097 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32927 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -4275449.500000 Penalty: 3103.305176
	Iteration 15Q: 3 clusters Score -4275450 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33121 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -4275629.500000 Penalty: 3103.305176
	Iteration 16Q: 3 clusters Score -4275630 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33221 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -4275731.000000 Penalty: 3103.305176
	Iteration 17Q: 3 clusters Score -4275731 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33289 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -4275799.000000 Penalty: 3103.305176
	Iteration 18Q: 3 clusters Score -4275799 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33338 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -4275851.500000 Penalty: 3103.305176
	Iteration 19Q: 3 clusters Score -4275852 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33359 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -4275886.500000 Penalty: 3103.305176
	Iteration 20F: 3 clusters Score -4275886 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33375 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -4275913.000000 Penalty: 3103.305176
	Iteration 21Q: 3 clusters Score -4275913 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33390 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -4275934.000000 Penalty: 3103.305176
	Iteration 22Q: 3 clusters Score -4275934 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33399 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -4275948.500000 Penalty: 3103.305176
	Iteration 23Q: 3 clusters Score -4275948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33407 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -4275966.000000 Penalty: 3103.305176
	Iteration 24Q: 3 clusters Score -4275966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33415 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -4275972.500000 Penalty: 3103.305176
	Iteration 25Q: 3 clusters Score -4275972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33420 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -4275988.500000 Penalty: 3103.305176
	Iteration 26Q: 3 clusters Score -4275988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33425 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -4275996.500000 Penalty: 3103.305176
	Iteration 27Q: 3 clusters Score -4275996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33424 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -4276000.500000 Penalty: 3103.305176
	Iteration 28Q: 3 clusters Score -4276000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33426 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -4276002.500000 Penalty: 3103.305176
	Iteration 29Q: 3 clusters Score -4276002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33426 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -4276002.500000 Penalty: 3103.305176
	Iteration 30F: 3 clusters Score -4276002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Entering Unmasked Estep 
Score: -1352117.375000 Penalty: 1386.295288
	Iteration 0F: 2 clusters Score -1352117 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1344662.375000 Penalty: 2772.590576
	Iteration 0F: 3 clusters Score -1344662 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1347247.250000 Penalty: 2772.590576
	Iteration 1F: 3 clusters Score -1347247 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1347603.250000 Penalty: 2772.590576
	Iteration 2F: 3 clusters Score -1347603 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1347852.750000 Penalty: 2772.590576
	Iteration 3F: 3 clusters Score -1347853 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1348062.875000 Penalty: 2772.590576
	Iteration 4Q: 3 clusters Score -1348063 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1348296.875000 Penalty: 2772.590576
	Iteration 5Q: 3 clusters Score -1348297 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1348548.000000 Penalty: 2772.590576
	Iteration 6Q: 3 clusters Score -1348548 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1348818.000000 Penalty: 2772.590576
	Iteration 7Q: 3 clusters Score -1348818 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1349114.875000 Penalty: 2772.590576
	Iteration 8Q: 3 clusters Score -1349115 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1349409.500000 Penalty: 2772.590576
	Iteration 9Q: 3 clusters Score -1349410 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1349679.500000 Penalty: 2772.590576
	Iteration 10Q: 3 clusters Score -1349680 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1349931.625000 Penalty: 2772.590576
	Iteration 11Q: 3 clusters Score -1349932 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1350146.625000 Penalty: 2772.590576
	Iteration 12Q: 3 clusters Score -1350147 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1350330.250000 Penalty: 2772.590576
	Iteration 13Q: 3 clusters Score -1350330 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1350460.625000 Penalty: 2772.590576
	Iteration 14Q: 3 clusters Score -1350461 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1350559.500000 Penalty: 2772.590576
	Iteration 15Q: 3 clusters Score -1350560 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1350625.250000 Penalty: 2772.590576
	Iteration 16Q: 3 clusters Score -1350625 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1350694.500000 Penalty: 2772.590576
	Iteration 17Q: 3 clusters Score -1350694 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1350749.000000 Penalty: 2772.590576
	Iteration 18Q: 3 clusters Score -1350749 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1350781.375000 Penalty: 2772.590576
	Iteration 19Q: 3 clusters Score -1350781 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1350817.250000 Penalty: 2772.590576
	Iteration 20F: 3 clusters Score -1350817 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1350847.625000 Penalty: 2772.590576
	Iteration 21Q: 3 clusters Score -1350848 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1350874.500000 Penalty: 2772.590576
	Iteration 22Q: 3 clusters Score -1350874 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1350901.375000 Penalty: 2772.590576
	Iteration 23Q: 3 clusters Score -1350901 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -1350918.000000 Penalty: 2772.590576
	Iteration 24Q: 3 clusters Score -1350918 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -1350928.375000 Penalty: 2772.590576
	Iteration 25Q: 3 clusters Score -1350928 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -1350942.000000 Penalty: 2772.590576
	Iteration 26Q: 3 clusters Score -1350942 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1350956.750000 Penalty: 2772.590576
	Iteration 27Q: 3 clusters Score -1350957 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -1350969.875000 Penalty: 2772.590576
	Iteration 28Q: 3 clusters Score -1350970 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1350986.000000 Penalty: 2772.590576
	Iteration 29Q: 3 clusters Score -1350986 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1350999.750000 Penalty: 2772.590576
	Iteration 30Q: 3 clusters Score -1351000 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1351013.750000 Penalty: 2772.590576
	Iteration 31Q: 3 clusters Score -1351014 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -1351024.250000 Penalty: 2772.590576
	Iteration 32Q: 3 clusters Score -1351024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -1351032.000000 Penalty: 2772.590576
	Iteration 33Q: 3 clusters Score -1351032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1351033.500000 Penalty: 2772.590576
	Iteration 34Q: 3 clusters Score -1351034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -1351040.500000 Penalty: 2772.590576
	Iteration 35Q: 3 clusters Score -1351040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1351041.000000 Penalty: 2772.590576
	Iteration 36Q: 3 clusters Score -1351041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -1351044.750000 Penalty: 2772.590576
	Iteration 37Q: 3 clusters Score -1351045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1351053.750000 Penalty: 2772.590576
	Iteration 38Q: 3 clusters Score -1351054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -1351053.250000 Penalty: 2772.590576
	Iteration 39Q: 3 clusters Score -1351053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -1351060.250000 Penalty: 2772.590576
	Iteration 40F: 3 clusters Score -1351060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -1351061.250000 Penalty: 2772.590576
	Iteration 41Q: 3 clusters Score -1351061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1351061.750000 Penalty: 2772.590576
	Iteration 42Q: 3 clusters Score -1351062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1351062.750000 Penalty: 2772.590576
	Iteration 43Q: 3 clusters Score -1351063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -1351066.125000 Penalty: 2772.590576
	Iteration 44Q: 3 clusters Score -1351066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -1351067.625000 Penalty: 2772.590576
	Iteration 45Q: 3 clusters Score -1351068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1351071.500000 Penalty: 2772.590576
	Iteration 46Q: 3 clusters Score -1351072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -1351070.375000 Penalty: 2772.590576
	Iteration 47Q: 3 clusters Score -1351070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -1351071.500000 Penalty: 2772.590576
	Iteration 48Q: 3 clusters Score -1351072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -1351071.500000 Penalty: 2772.590576
	Iteration 49Q: 3 clusters Score -1351072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1351071.250000 Penalty: 2772.590576
	Iteration 50Q: 3 clusters Score -1351071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1351073.000000 Penalty: 2772.590576
	Iteration 51Q: 3 clusters Score -1351073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1351073.000000 Penalty: 2772.590576
	Iteration 52F: 3 clusters Score -1351073 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (26334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26334 members 
Entering Unmasked Estep 
Score: -3292870.250000 Penalty: 1514.578125
	Iteration 0F: 2 clusters Score -3292870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -3275586.000000 Penalty: 3029.156250
	Iteration 0F: 3 clusters Score -3275586 nChanged 11853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -3281974.250000 Penalty: 3029.156250
	Iteration 1F: 3 clusters Score -3281974 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -3282369.750000 Penalty: 3029.156250
	Iteration 2Q: 3 clusters Score -3282370 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -3282678.500000 Penalty: 3029.156250
	Iteration 3Q: 3 clusters Score -3282678 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -3282906.250000 Penalty: 3029.156250
	Iteration 4Q: 3 clusters Score -3282906 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -3283109.000000 Penalty: 3029.156250
	Iteration 5Q: 3 clusters Score -3283109 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -3283294.250000 Penalty: 3029.156250
	Iteration 6Q: 3 clusters Score -3283294 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -3283462.500000 Penalty: 3029.156250
	Iteration 7Q: 3 clusters Score -3283462 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -3283631.500000 Penalty: 3029.156250
	Iteration 8Q: 3 clusters Score -3283632 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -3283853.750000 Penalty: 3029.156250
	Iteration 9Q: 3 clusters Score -3283854 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -3284154.750000 Penalty: 3029.156250
	Iteration 10Q: 3 clusters Score -3284155 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -3284533.250000 Penalty: 3029.156250
	Iteration 11Q: 3 clusters Score -3284533 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -3285066.000000 Penalty: 3029.156250
	Iteration 12Q: 3 clusters Score -3285066 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -3285806.250000 Penalty: 3029.156250
	Iteration 13Q: 3 clusters Score -3285806 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -3286720.250000 Penalty: 3029.156250
	Iteration 14Q: 3 clusters Score -3286720 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 19233 members 
Entering Unmasked Estep 
Score: -3287758.750000 Penalty: 3029.156250
	Iteration 15Q: 3 clusters Score -3287759 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 20187 members 
Entering Unmasked Estep 
Score: -3288729.500000 Penalty: 3029.156250
	Iteration 16Q: 3 clusters Score -3288730 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -3289517.500000 Penalty: 3029.156250
	Iteration 17Q: 3 clusters Score -3289518 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 21468 members 
Entering Unmasked Estep 
Score: -3290061.500000 Penalty: 3029.156250
	Iteration 18Q: 3 clusters Score -3290062 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 21898 members 
Entering Unmasked Estep 
Score: -3290444.000000 Penalty: 3029.156250
	Iteration 19Q: 3 clusters Score -3290444 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 22227 members 
Entering Unmasked Estep 
Score: -3290663.500000 Penalty: 3029.156250
	Iteration 20F: 3 clusters Score -3290664 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
Score: -3290860.500000 Penalty: 3029.156250
	Iteration 21Q: 3 clusters Score -3290860 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 22727 members 
Entering Unmasked Estep 
Score: -3290996.000000 Penalty: 3029.156250
	Iteration 22Q: 3 clusters Score -3290996 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 22965 members 
Entering Unmasked Estep 
Score: -3291114.250000 Penalty: 3029.156250
	Iteration 23Q: 3 clusters Score -3291114 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 23181 members 
Entering Unmasked Estep 
Score: -3291211.250000 Penalty: 3029.156250
	Iteration 24Q: 3 clusters Score -3291211 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 23345 members 
Entering Unmasked Estep 
Score: -3291289.000000 Penalty: 3029.156250
	Iteration 25Q: 3 clusters Score -3291289 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 23495 members 
Entering Unmasked Estep 
Score: -3291346.500000 Penalty: 3029.156250
	Iteration 26Q: 3 clusters Score -3291346 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 23630 members 
Entering Unmasked Estep 
Score: -3291393.500000 Penalty: 3029.156250
	Iteration 27Q: 3 clusters Score -3291394 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 23771 members 
Entering Unmasked Estep 
Score: -3291446.000000 Penalty: 3029.156250
	Iteration 28Q: 3 clusters Score -3291446 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 23867 members 
Entering Unmasked Estep 
Score: -3291477.750000 Penalty: 3029.156250
	Iteration 29Q: 3 clusters Score -3291478 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 23955 members 
Entering Unmasked Estep 
Score: -3291518.000000 Penalty: 3029.156250
	Iteration 30Q: 3 clusters Score -3291518 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 24033 members 
Entering Unmasked Estep 
Score: -3291541.000000 Penalty: 3029.156250
	Iteration 31Q: 3 clusters Score -3291541 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
Score: -3291557.000000 Penalty: 3029.156250
	Iteration 32Q: 3 clusters Score -3291557 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 24150 members 
Entering Unmasked Estep 
Score: -3291572.500000 Penalty: 3029.156250
	Iteration 33Q: 3 clusters Score -3291572 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 24192 members 
Entering Unmasked Estep 
Score: -3291577.000000 Penalty: 3029.156250
	Iteration 34Q: 3 clusters Score -3291577 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 24240 members 
Entering Unmasked Estep 
Score: -3291605.250000 Penalty: 3029.156250
	Iteration 35Q: 3 clusters Score -3291605 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 24285 members 
Entering Unmasked Estep 
Score: -3291625.250000 Penalty: 3029.156250
	Iteration 36Q: 3 clusters Score -3291625 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 24342 members 
Entering Unmasked Estep 
Score: -3291654.250000 Penalty: 3029.156250
	Iteration 37Q: 3 clusters Score -3291654 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 24402 members 
Entering Unmasked Estep 
Score: -3291670.750000 Penalty: 3029.156250
	Iteration 38Q: 3 clusters Score -3291671 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 24448 members 
Entering Unmasked Estep 
Score: -3291696.500000 Penalty: 3029.156250
	Iteration 39Q: 3 clusters Score -3291696 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 24494 members 
Entering Unmasked Estep 
Score: -3291724.750000 Penalty: 3029.156250
	Iteration 40F: 3 clusters Score -3291725 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 24538 members 
Entering Unmasked Estep 
Score: -3291738.500000 Penalty: 3029.156250
	Iteration 41Q: 3 clusters Score -3291738 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 24579 members 
Entering Unmasked Estep 
Score: -3291742.750000 Penalty: 3029.156250
	Iteration 42Q: 3 clusters Score -3291743 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 24613 members 
Entering Unmasked Estep 
Score: -3291753.250000 Penalty: 3029.156250
	Iteration 43Q: 3 clusters Score -3291753 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 24637 members 
Entering Unmasked Estep 
Score: -3291760.500000 Penalty: 3029.156250
	Iteration 44Q: 3 clusters Score -3291760 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 24659 members 
Entering Unmasked Estep 
Score: -3291760.500000 Penalty: 3029.156250
	Iteration 45Q: 3 clusters Score -3291760 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 24680 members 
Entering Unmasked Estep 
Score: -3291766.750000 Penalty: 3029.156250
	Iteration 46Q: 3 clusters Score -3291767 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 24699 members 
Entering Unmasked Estep 
Score: -3291781.750000 Penalty: 3029.156250
	Iteration 47Q: 3 clusters Score -3291782 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 24719 members 
Entering Unmasked Estep 
Score: -3291786.000000 Penalty: 3029.156250
	Iteration 48Q: 3 clusters Score -3291786 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 24728 members 
Entering Unmasked Estep 
Score: -3291794.000000 Penalty: 3029.156250
	Iteration 49Q: 3 clusters Score -3291794 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 24747 members 
Entering Unmasked Estep 
Score: -3291799.000000 Penalty: 3029.156250
	Iteration 50Q: 3 clusters Score -3291799 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 24766 members 
Entering Unmasked Estep 
Score: -3291804.000000 Penalty: 3029.156250
	Iteration 51Q: 3 clusters Score -3291804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 24777 members 
Entering Unmasked Estep 
Score: -3291802.500000 Penalty: 3029.156250
	Iteration 52Q: 3 clusters Score -3291802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 24784 members 
Entering Unmasked Estep 
Score: -3291805.000000 Penalty: 3029.156250
	Iteration 53Q: 3 clusters Score -3291805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 24790 members 
Entering Unmasked Estep 
Score: -3291804.750000 Penalty: 3029.156250
	Iteration 54Q: 3 clusters Score -3291805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 24792 members 
Entering Unmasked Estep 
Score: -3291809.750000 Penalty: 3029.156250
	Iteration 55Q: 3 clusters Score -3291810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 24798 members 
Entering Unmasked Estep 
Score: -3291807.750000 Penalty: 3029.156250
	Iteration 56Q: 3 clusters Score -3291808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 24802 members 
Entering Unmasked Estep 
Score: -3291806.750000 Penalty: 3029.156250
	Iteration 57Q: 3 clusters Score -3291807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 24805 members 
Entering Unmasked Estep 
Score: -3291805.750000 Penalty: 3029.156250
	Iteration 58Q: 3 clusters Score -3291806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 24806 members 
Entering Unmasked Estep 
Score: -3291807.500000 Penalty: 3029.156250
	Iteration 59Q: 3 clusters Score -3291808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 24810 members 
Entering Unmasked Estep 
Score: -3291805.500000 Penalty: 3029.156250
	Iteration 60F: 3 clusters Score -3291806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -3291807.500000 Penalty: 3029.156250
	Iteration 61Q: 3 clusters Score -3291808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 24815 members 
Entering Unmasked Estep 
Score: -3291809.000000 Penalty: 3029.156250
	Iteration 62Q: 3 clusters Score -3291809 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 24824 members 
Entering Unmasked Estep 
Score: -3291816.750000 Penalty: 3029.156250
	Iteration 63Q: 3 clusters Score -3291817 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 24832 members 
Entering Unmasked Estep 
Score: -3291816.750000 Penalty: 3029.156250
	Iteration 64Q: 3 clusters Score -3291817 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 24843 members 
Entering Unmasked Estep 
Score: -3291821.000000 Penalty: 3029.156250
	Iteration 65Q: 3 clusters Score -3291821 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 24851 members 
Entering Unmasked Estep 
Score: -3291819.250000 Penalty: 3029.156250
	Iteration 66Q: 3 clusters Score -3291819 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 24859 members 
Entering Unmasked Estep 
Score: -3291821.250000 Penalty: 3029.156250
	Iteration 67Q: 3 clusters Score -3291821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 24861 members 
Entering Unmasked Estep 
Score: -3291819.750000 Penalty: 3029.156250
	Iteration 68Q: 3 clusters Score -3291820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 24864 members 
Entering Unmasked Estep 
Score: -3291824.250000 Penalty: 3029.156250
	Iteration 69Q: 3 clusters Score -3291824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 24866 members 
Entering Unmasked Estep 
Score: -3291824.500000 Penalty: 3029.156250
	Iteration 70Q: 3 clusters Score -3291824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 24869 members 
Entering Unmasked Estep 
Score: -3291825.250000 Penalty: 3029.156250
	Iteration 71Q: 3 clusters Score -3291825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 24874 members 
Entering Unmasked Estep 
Score: -3291828.500000 Penalty: 3029.156250
	Iteration 72Q: 3 clusters Score -3291828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 24878 members 
Entering Unmasked Estep 
Score: -3291831.250000 Penalty: 3029.156250
	Iteration 73Q: 3 clusters Score -3291831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 24884 members 
Entering Unmasked Estep 
Score: -3291833.000000 Penalty: 3029.156250
	Iteration 74Q: 3 clusters Score -3291833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 24890 members 
Entering Unmasked Estep 
Score: -3291829.250000 Penalty: 3029.156250
	Iteration 75Q: 3 clusters Score -3291829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 24893 members 
Entering Unmasked Estep 
Score: -3291834.750000 Penalty: 3029.156250
	Iteration 76Q: 3 clusters Score -3291835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 24900 members 
Entering Unmasked Estep 
Score: -3291837.000000 Penalty: 3029.156250
	Iteration 77Q: 3 clusters Score -3291837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 24903 members 
Entering Unmasked Estep 
Score: -3291839.000000 Penalty: 3029.156250
	Iteration 78Q: 3 clusters Score -3291839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 24907 members 
Entering Unmasked Estep 
Score: -3291837.750000 Penalty: 3029.156250
	Iteration 79Q: 3 clusters Score -3291838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 24912 members 
Entering Unmasked Estep 
Score: -3291839.500000 Penalty: 3029.156250
	Iteration 80F: 3 clusters Score -3291840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 24918 members 
Entering Unmasked Estep 
Score: -3291845.000000 Penalty: 3029.156250
	Iteration 81Q: 3 clusters Score -3291845 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 24923 members 
Entering Unmasked Estep 
Score: -3291846.750000 Penalty: 3029.156250
	Iteration 82Q: 3 clusters Score -3291847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 24926 members 
Entering Unmasked Estep 
Score: -3291848.500000 Penalty: 3029.156250
	Iteration 83Q: 3 clusters Score -3291848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 24930 members 
Entering Unmasked Estep 
Score: -3291844.750000 Penalty: 3029.156250
	Iteration 84Q: 3 clusters Score -3291845 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 24941 members 
Entering Unmasked Estep 
Score: -3291851.250000 Penalty: 3029.156250
	Iteration 85Q: 3 clusters Score -3291851 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 24950 members 
Entering Unmasked Estep 
Score: -3291852.250000 Penalty: 3029.156250
	Iteration 86Q: 3 clusters Score -3291852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 24953 members 
Entering Unmasked Estep 
Score: -3291855.500000 Penalty: 3029.156250
	Iteration 87Q: 3 clusters Score -3291856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 24953 members 
Entering Unmasked Estep 
Score: -3291854.750000 Penalty: 3029.156250
	Iteration 88Q: 3 clusters Score -3291855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 24955 members 
Entering Unmasked Estep 
Score: -3291854.500000 Penalty: 3029.156250
	Iteration 89Q: 3 clusters Score -3291854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 24957 members 
Entering Unmasked Estep 
Score: -3291855.000000 Penalty: 3029.156250
	Iteration 90Q: 3 clusters Score -3291855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 24958 members 
Entering Unmasked Estep 
Score: -3291857.250000 Penalty: 3029.156250
	Iteration 91Q: 3 clusters Score -3291857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 24960 members 
Entering Unmasked Estep 
Score: -3291854.250000 Penalty: 3029.156250
	Iteration 92Q: 3 clusters Score -3291854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 24964 members 
Entering Unmasked Estep 
Score: -3291855.000000 Penalty: 3029.156250
	Iteration 93Q: 3 clusters Score -3291855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 24963 members 
Entering Unmasked Estep 
Score: -3291855.750000 Penalty: 3029.156250
	Iteration 94Q: 3 clusters Score -3291856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 24962 members 
Entering Unmasked Estep 
Score: -3291853.750000 Penalty: 3029.156250
	Iteration 95Q: 3 clusters Score -3291854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 24962 members 
Entering Unmasked Estep 
Score: -3291853.750000 Penalty: 3029.156250
	Iteration 96F: 3 clusters Score -3291854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Entering Unmasked Estep 
Score: -285719.625000 Penalty: 1158.081787
	Iteration 0F: 2 clusters Score -285719.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -283605.187500 Penalty: 2316.163574
	Iteration 0F: 3 clusters Score -283605.2 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -284136.156250 Penalty: 2316.163574
	Iteration 1F: 3 clusters Score -284136.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -284262.031250 Penalty: 2316.163574
	Iteration 2F: 3 clusters Score -284262 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -284327.500000 Penalty: 2316.163574
	Iteration 3Q: 3 clusters Score -284327.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -284376.468750 Penalty: 2316.163574
	Iteration 4Q: 3 clusters Score -284376.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -284405.093750 Penalty: 2316.163574
	Iteration 5Q: 3 clusters Score -284405.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -284428.625000 Penalty: 2316.163574
	Iteration 6Q: 3 clusters Score -284428.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -284446.562500 Penalty: 2316.163574
	Iteration 7Q: 3 clusters Score -284446.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -284459.343750 Penalty: 2316.163574
	Iteration 8Q: 3 clusters Score -284459.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -284469.875000 Penalty: 2316.163574
	Iteration 9Q: 3 clusters Score -284469.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -284476.656250 Penalty: 2316.163574
	Iteration 10Q: 3 clusters Score -284476.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -284480.062500 Penalty: 2316.163574
	Iteration 11Q: 3 clusters Score -284480.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -284483.250000 Penalty: 2316.163574
	Iteration 12Q: 3 clusters Score -284483.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -284485.437500 Penalty: 2316.163574
	Iteration 13Q: 3 clusters Score -284485.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -284486.375000 Penalty: 2316.163574
	Iteration 14Q: 3 clusters Score -284486.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -284488.656250 Penalty: 2316.163574
	Iteration 15Q: 3 clusters Score -284488.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -284490.531250 Penalty: 2316.163574
	Iteration 16Q: 3 clusters Score -284490.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -284493.656250 Penalty: 2316.163574
	Iteration 17Q: 3 clusters Score -284493.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -284497.250000 Penalty: 2316.163574
	Iteration 18Q: 3 clusters Score -284497.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -284499.343750 Penalty: 2316.163574
	Iteration 19Q: 3 clusters Score -284499.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -284501.250000 Penalty: 2316.163574
	Iteration 20F: 3 clusters Score -284501.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -284502.593750 Penalty: 2316.163574
	Iteration 21Q: 3 clusters Score -284502.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -284506.125000 Penalty: 2316.163574
	Iteration 22Q: 3 clusters Score -284506.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -284509.093750 Penalty: 2316.163574
	Iteration 23Q: 3 clusters Score -284509.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -284511.125000 Penalty: 2316.163574
	Iteration 24Q: 3 clusters Score -284511.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -284515.406250 Penalty: 2316.163574
	Iteration 25Q: 3 clusters Score -284515.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -284519.843750 Penalty: 2316.163574
	Iteration 26Q: 3 clusters Score -284519.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -284527.375000 Penalty: 2316.163574
	Iteration 27Q: 3 clusters Score -284527.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -284532.343750 Penalty: 2316.163574
	Iteration 28Q: 3 clusters Score -284532.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -284536.843750 Penalty: 2316.163574
	Iteration 29Q: 3 clusters Score -284536.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -284539.656250 Penalty: 2316.163574
	Iteration 30Q: 3 clusters Score -284539.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -284542.281250 Penalty: 2316.163574
	Iteration 31Q: 3 clusters Score -284542.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -284544.343750 Penalty: 2316.163574
	Iteration 32Q: 3 clusters Score -284544.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -284546.843750 Penalty: 2316.163574
	Iteration 33Q: 3 clusters Score -284546.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -284547.843750 Penalty: 2316.163574
	Iteration 34Q: 3 clusters Score -284547.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -284548.468750 Penalty: 2316.163574
	Iteration 35Q: 3 clusters Score -284548.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -284548.968750 Penalty: 2316.163574
	Iteration 36Q: 3 clusters Score -284549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -284550.312500 Penalty: 2316.163574
	Iteration 37Q: 3 clusters Score -284550.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -284551.312500 Penalty: 2316.163574
	Iteration 38Q: 3 clusters Score -284551.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -284551.312500 Penalty: 2316.163574
	Iteration 39F: 3 clusters Score -284551.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (25606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25606 members 
Entering Unmasked Estep 
Score: -2992960.500000 Penalty: 1510.406738
	Iteration 0F: 2 clusters Score -2992960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -2976209.500000 Penalty: 3020.813477
	Iteration 0F: 3 clusters Score -2976210 nChanged 11513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -2982493.250000 Penalty: 3020.813477
	Iteration 1F: 3 clusters Score -2982493 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -2983074.500000 Penalty: 3020.813477
	Iteration 2F: 3 clusters Score -2983074 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -2983581.250000 Penalty: 3020.813477
	Iteration 3Q: 3 clusters Score -2983581 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -2984114.250000 Penalty: 3020.813477
	Iteration 4Q: 3 clusters Score -2984114 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -2984678.000000 Penalty: 3020.813477
	Iteration 5Q: 3 clusters Score -2984678 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -2985129.250000 Penalty: 3020.813477
	Iteration 6Q: 3 clusters Score -2985129 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -2985601.250000 Penalty: 3020.813477
	Iteration 7Q: 3 clusters Score -2985601 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -2986067.000000 Penalty: 3020.813477
	Iteration 8Q: 3 clusters Score -2986067 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -2986488.500000 Penalty: 3020.813477
	Iteration 9Q: 3 clusters Score -2986488 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -2986835.750000 Penalty: 3020.813477
	Iteration 10Q: 3 clusters Score -2986836 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -2987132.500000 Penalty: 3020.813477
	Iteration 11Q: 3 clusters Score -2987132 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -2987365.000000 Penalty: 3020.813477
	Iteration 12Q: 3 clusters Score -2987365 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -2987588.000000 Penalty: 3020.813477
	Iteration 13Q: 3 clusters Score -2987588 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -2987764.750000 Penalty: 3020.813477
	Iteration 14Q: 3 clusters Score -2987765 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -2987927.500000 Penalty: 3020.813477
	Iteration 15Q: 3 clusters Score -2987928 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -2988073.750000 Penalty: 3020.813477
	Iteration 16Q: 3 clusters Score -2988074 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -2988223.000000 Penalty: 3020.813477
	Iteration 17Q: 3 clusters Score -2988223 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -2988376.750000 Penalty: 3020.813477
	Iteration 18Q: 3 clusters Score -2988377 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -2988535.000000 Penalty: 3020.813477
	Iteration 19Q: 3 clusters Score -2988535 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -2988751.250000 Penalty: 3020.813477
	Iteration 20F: 3 clusters Score -2988751 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -2989044.000000 Penalty: 3020.813477
	Iteration 21Q: 3 clusters Score -2989044 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -2989330.000000 Penalty: 3020.813477
	Iteration 22Q: 3 clusters Score -2989330 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -2989651.250000 Penalty: 3020.813477
	Iteration 23Q: 3 clusters Score -2989651 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -2989942.250000 Penalty: 3020.813477
	Iteration 24Q: 3 clusters Score -2989942 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -2990246.750000 Penalty: 3020.813477
	Iteration 25Q: 3 clusters Score -2990247 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -2990533.500000 Penalty: 3020.813477
	Iteration 26Q: 3 clusters Score -2990534 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -2990780.750000 Penalty: 3020.813477
	Iteration 27Q: 3 clusters Score -2990781 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -2990969.000000 Penalty: 3020.813477
	Iteration 28Q: 3 clusters Score -2990969 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -2991165.500000 Penalty: 3020.813477
	Iteration 29Q: 3 clusters Score -2991166 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24049 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2991319.250000 Penalty: 3020.813477
	Iteration 30Q: 3 clusters Score -2991319 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24281 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2991454.000000 Penalty: 3020.813477
	Iteration 31Q: 3 clusters Score -2991454 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24453 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2991556.750000 Penalty: 3020.813477
	Iteration 32Q: 3 clusters Score -2991557 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24567 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2991628.750000 Penalty: 3020.813477
	Iteration 33Q: 3 clusters Score -2991629 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24654 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2991686.500000 Penalty: 3020.813477
	Iteration 34Q: 3 clusters Score -2991686 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24721 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2991722.000000 Penalty: 3020.813477
	Iteration 35Q: 3 clusters Score -2991722 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24762 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2991741.750000 Penalty: 3020.813477
	Iteration 36Q: 3 clusters Score -2991742 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2991758.750000 Penalty: 3020.813477
	Iteration 37Q: 3 clusters Score -2991759 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24820 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2991773.250000 Penalty: 3020.813477
	Iteration 38Q: 3 clusters Score -2991773 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24844 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2991786.250000 Penalty: 3020.813477
	Iteration 39Q: 3 clusters Score -2991786 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24862 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2991791.250000 Penalty: 3020.813477
	Iteration 40F: 3 clusters Score -2991791 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24885 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2991815.500000 Penalty: 3020.813477
	Iteration 41Q: 3 clusters Score -2991816 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24902 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2991824.750000 Penalty: 3020.813477
	Iteration 42Q: 3 clusters Score -2991825 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24913 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2991834.250000 Penalty: 3020.813477
	Iteration 43Q: 3 clusters Score -2991834 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24926 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2991834.500000 Penalty: 3020.813477
	Iteration 44Q: 3 clusters Score -2991834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24936 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2991843.000000 Penalty: 3020.813477
	Iteration 45Q: 3 clusters Score -2991843 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24946 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2991848.500000 Penalty: 3020.813477
	Iteration 46Q: 3 clusters Score -2991848 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24958 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2991865.250000 Penalty: 3020.813477
	Iteration 47Q: 3 clusters Score -2991865 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24966 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2991875.250000 Penalty: 3020.813477
	Iteration 48Q: 3 clusters Score -2991875 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24976 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -2991878.500000 Penalty: 3020.813477
	Iteration 49Q: 3 clusters Score -2991878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24979 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2991882.750000 Penalty: 3020.813477
	Iteration 50Q: 3 clusters Score -2991883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24985 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2991886.500000 Penalty: 3020.813477
	Iteration 51Q: 3 clusters Score -2991886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24991 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2991889.750000 Penalty: 3020.813477
	Iteration 52Q: 3 clusters Score -2991890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24993 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2991892.250000 Penalty: 3020.813477
	Iteration 53Q: 3 clusters Score -2991892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24993 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2991892.250000 Penalty: 3020.813477
	Iteration 54F: 3 clusters Score -2991892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Entering Unmasked Estep 
Score: -181041.531250 Penalty: 1093.469849
	Iteration 0F: 2 clusters Score -181041.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -179472.578125 Penalty: 2186.939697
	Iteration 0F: 3 clusters Score -179472.6 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -179872.781250 Penalty: 2186.939697
	Iteration 1F: 3 clusters Score -179872.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -179980.640625 Penalty: 2186.939697
	Iteration 2F: 3 clusters Score -179980.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -180036.453125 Penalty: 2186.939697
	Iteration 3Q: 3 clusters Score -180036.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -180076.937500 Penalty: 2186.939697
	Iteration 4Q: 3 clusters Score -180076.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -180102.531250 Penalty: 2186.939697
	Iteration 5Q: 3 clusters Score -180102.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -180114.875000 Penalty: 2186.939697
	Iteration 6Q: 3 clusters Score -180114.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -180119.843750 Penalty: 2186.939697
	Iteration 7Q: 3 clusters Score -180119.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -180125.171875 Penalty: 2186.939697
	Iteration 8Q: 3 clusters Score -180125.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -180130.546875 Penalty: 2186.939697
	Iteration 9Q: 3 clusters Score -180130.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -180132.375000 Penalty: 2186.939697
	Iteration 10Q: 3 clusters Score -180132.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -180132.625000 Penalty: 2186.939697
	Iteration 11Q: 3 clusters Score -180132.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -180132.625000 Penalty: 2186.939697
	Iteration 12F: 3 clusters Score -180132.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Entering Unmasked Estep 
Score: -580152.250000 Penalty: 1253.651489
	Iteration 0F: 2 clusters Score -580152.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -576737.312500 Penalty: 2507.302979
	Iteration 0F: 3 clusters Score -576737.3 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -577674.562500 Penalty: 2507.302979
	Iteration 1F: 3 clusters Score -577674.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -577859.875000 Penalty: 2507.302979
	Iteration 2F: 3 clusters Score -577859.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -577969.562500 Penalty: 2507.302979
	Iteration 3Q: 3 clusters Score -577969.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -578058.125000 Penalty: 2507.302979
	Iteration 4Q: 3 clusters Score -578058.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -578111.500000 Penalty: 2507.302979
	Iteration 5Q: 3 clusters Score -578111.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -578147.000000 Penalty: 2507.302979
	Iteration 6Q: 3 clusters Score -578147 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -578189.062500 Penalty: 2507.302979
	Iteration 7Q: 3 clusters Score -578189.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -578234.062500 Penalty: 2507.302979
	Iteration 8Q: 3 clusters Score -578234.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -578280.062500 Penalty: 2507.302979
	Iteration 9Q: 3 clusters Score -578280.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -578319.500000 Penalty: 2507.302979
	Iteration 10Q: 3 clusters Score -578319.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -578364.687500 Penalty: 2507.302979
	Iteration 11Q: 3 clusters Score -578364.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -578409.000000 Penalty: 2507.302979
	Iteration 12Q: 3 clusters Score -578409 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -578459.437500 Penalty: 2507.302979
	Iteration 13Q: 3 clusters Score -578459.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -578500.500000 Penalty: 2507.302979
	Iteration 14Q: 3 clusters Score -578500.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -578546.812500 Penalty: 2507.302979
	Iteration 15Q: 3 clusters Score -578546.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -578578.812500 Penalty: 2507.302979
	Iteration 16Q: 3 clusters Score -578578.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -578614.125000 Penalty: 2507.302979
	Iteration 17Q: 3 clusters Score -578614.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -578654.375000 Penalty: 2507.302979
	Iteration 18Q: 3 clusters Score -578654.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -578691.437500 Penalty: 2507.302979
	Iteration 19Q: 3 clusters Score -578691.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -578729.312500 Penalty: 2507.302979
	Iteration 20F: 3 clusters Score -578729.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -578777.125000 Penalty: 2507.302979
	Iteration 21Q: 3 clusters Score -578777.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -578821.187500 Penalty: 2507.302979
	Iteration 22Q: 3 clusters Score -578821.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -578865.000000 Penalty: 2507.302979
	Iteration 23Q: 3 clusters Score -578865 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -578911.000000 Penalty: 2507.302979
	Iteration 24Q: 3 clusters Score -578911 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -578952.687500 Penalty: 2507.302979
	Iteration 25Q: 3 clusters Score -578952.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -578983.687500 Penalty: 2507.302979
	Iteration 26Q: 3 clusters Score -578983.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -579006.500000 Penalty: 2507.302979
	Iteration 27Q: 3 clusters Score -579006.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -579031.062500 Penalty: 2507.302979
	Iteration 28Q: 3 clusters Score -579031.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -579054.687500 Penalty: 2507.302979
	Iteration 29Q: 3 clusters Score -579054.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -579068.937500 Penalty: 2507.302979
	Iteration 30Q: 3 clusters Score -579068.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -579082.125000 Penalty: 2507.302979
	Iteration 31Q: 3 clusters Score -579082.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -579094.375000 Penalty: 2507.302979
	Iteration 32Q: 3 clusters Score -579094.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -579108.687500 Penalty: 2507.302979
	Iteration 33Q: 3 clusters Score -579108.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -579122.562500 Penalty: 2507.302979
	Iteration 34Q: 3 clusters Score -579122.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -579134.000000 Penalty: 2507.302979
	Iteration 35Q: 3 clusters Score -579134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -579142.000000 Penalty: 2507.302979
	Iteration 36Q: 3 clusters Score -579142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -579152.750000 Penalty: 2507.302979
	Iteration 37Q: 3 clusters Score -579152.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -579167.562500 Penalty: 2507.302979
	Iteration 38Q: 3 clusters Score -579167.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -579171.937500 Penalty: 2507.302979
	Iteration 39Q: 3 clusters Score -579171.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -579172.250000 Penalty: 2507.302979
	Iteration 40F: 3 clusters Score -579172.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -579172.750000 Penalty: 2507.302979
	Iteration 41Q: 3 clusters Score -579172.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -579176.875000 Penalty: 2507.302979
	Iteration 42Q: 3 clusters Score -579176.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -579177.625000 Penalty: 2507.302979
	Iteration 43Q: 3 clusters Score -579177.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -579180.937500 Penalty: 2507.302979
	Iteration 44Q: 3 clusters Score -579180.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -579180.937500 Penalty: 2507.302979
	Iteration 45F: 3 clusters Score -579180.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (67456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67456 members 
Entering Unmasked Estep 
Score: -8404314.000000 Penalty: 1654.541626
	Iteration 0F: 2 clusters Score -8404314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34234 members 
Mstep: Class 2 contains 33222 members 
Entering Unmasked Estep 
Score: -8362366.000000 Penalty: 3309.083252
	Iteration 0F: 3 clusters Score -8362366 nChanged 31715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38979 members 
Mstep: Class 2 contains 28477 members 
Entering Unmasked Estep 
Score: -8380857.500000 Penalty: 3309.083252
	Iteration 1F: 3 clusters Score -8380858 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41959 members 
Mstep: Class 2 contains 25497 members 
Entering Unmasked Estep 
Score: -8382397.000000 Penalty: 3309.083252
	Iteration 2F: 3 clusters Score -8382397 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46078 members 
Mstep: Class 2 contains 21378 members 
Entering Unmasked Estep 
Score: -8384910.000000 Penalty: 3309.083252
	Iteration 3F: 3 clusters Score -8384910 nChanged 5326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51336 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -8388499.000000 Penalty: 3309.083252
	Iteration 4F: 3 clusters Score -8388499 nChanged 5743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57039 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -8393102.000000 Penalty: 3309.083252
	Iteration 5F: 3 clusters Score -8393102 nChanged 4781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61816 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -8397423.000000 Penalty: 3309.083252
	Iteration 6F: 3 clusters Score -8397423 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64862 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -8400420.000000 Penalty: 3309.083252
	Iteration 7Q: 3 clusters Score -8400420 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66308 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -8401851.000000 Penalty: 3309.083252
	Iteration 8Q: 3 clusters Score -8401851 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66837 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -8402454.000000 Penalty: 3309.083252
	Iteration 9Q: 3 clusters Score -8402454 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67013 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -8402691.000000 Penalty: 3309.083252
	Iteration 10Q: 3 clusters Score -8402691 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67071 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -8402800.000000 Penalty: 3309.083252
	Iteration 11Q: 3 clusters Score -8402800 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67101 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -8402851.000000 Penalty: 3309.083252
	Iteration 12Q: 3 clusters Score -8402851 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67121 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -8402888.000000 Penalty: 3309.083252
	Iteration 13Q: 3 clusters Score -8402888 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67137 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -8402921.000000 Penalty: 3309.083252
	Iteration 14Q: 3 clusters Score -8402921 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67146 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -8402943.000000 Penalty: 3309.083252
	Iteration 15Q: 3 clusters Score -8402943 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67154 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -8402955.000000 Penalty: 3309.083252
	Iteration 16Q: 3 clusters Score -8402955 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67160 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -8402969.000000 Penalty: 3309.083252
	Iteration 17Q: 3 clusters Score -8402969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67162 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -8402972.000000 Penalty: 3309.083252
	Iteration 18Q: 3 clusters Score -8402972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67165 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -8402974.000000 Penalty: 3309.083252
	Iteration 19Q: 3 clusters Score -8402974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67166 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -8402969.000000 Penalty: 3309.083252
	Iteration 20F: 3 clusters Score -8402969 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Entering Unmasked Estep 
Score: -27565.384766 Penalty: 885.067688
	Iteration 0F: 2 clusters Score -27565.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -26823.812500 Penalty: 1770.135376
	Iteration 0F: 3 clusters Score -26823.81 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -27104.800781 Penalty: 1770.135376
	Iteration 1F: 3 clusters Score -27104.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -27247.552734 Penalty: 1770.135376
	Iteration 2F: 3 clusters Score -27247.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -27289.240234 Penalty: 1770.135376
	Iteration 3Q: 3 clusters Score -27289.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -27321.314453 Penalty: 1770.135376
	Iteration 4Q: 3 clusters Score -27321.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -27334.701172 Penalty: 1770.135376
	Iteration 5Q: 3 clusters Score -27334.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -27341.744141 Penalty: 1770.135376
	Iteration 6Q: 3 clusters Score -27341.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -27373.544922 Penalty: 1770.135376
	Iteration 7Q: 3 clusters Score -27373.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -27393.291016 Penalty: 1770.135376
	Iteration 8Q: 3 clusters Score -27393.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -27425.412109 Penalty: 1770.135376
	Iteration 9Q: 3 clusters Score -27425.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -27430.542969 Penalty: 1770.135376
	Iteration 10Q: 3 clusters Score -27430.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -27434.250000 Penalty: 1770.135376
	Iteration 11Q: 3 clusters Score -27434.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -27438.455078 Penalty: 1770.135376
	Iteration 12Q: 3 clusters Score -27438.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -27438.455078 Penalty: 1770.135376
	Iteration 13F: 3 clusters Score -27438.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Entering Unmasked Estep 
Score: -298005.593750 Penalty: 1178.075195
	Iteration 0F: 2 clusters Score -298005.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -295725.312500 Penalty: 2356.150391
	Iteration 0F: 3 clusters Score -295725.3 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -296292.875000 Penalty: 2356.150391
	Iteration 1F: 3 clusters Score -296292.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -296453.500000 Penalty: 2356.150391
	Iteration 2F: 3 clusters Score -296453.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -296560.000000 Penalty: 2356.150391
	Iteration 3Q: 3 clusters Score -296560 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -296632.343750 Penalty: 2356.150391
	Iteration 4Q: 3 clusters Score -296632.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -296698.468750 Penalty: 2356.150391
	Iteration 5Q: 3 clusters Score -296698.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -296775.406250 Penalty: 2356.150391
	Iteration 6Q: 3 clusters Score -296775.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -296855.437500 Penalty: 2356.150391
	Iteration 7Q: 3 clusters Score -296855.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -296913.375000 Penalty: 2356.150391
	Iteration 8Q: 3 clusters Score -296913.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -296966.656250 Penalty: 2356.150391
	Iteration 9Q: 3 clusters Score -296966.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -297019.718750 Penalty: 2356.150391
	Iteration 10Q: 3 clusters Score -297019.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -297068.343750 Penalty: 2356.150391
	Iteration 11Q: 3 clusters Score -297068.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -297103.343750 Penalty: 2356.150391
	Iteration 12Q: 3 clusters Score -297103.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -297135.156250 Penalty: 2356.150391
	Iteration 13Q: 3 clusters Score -297135.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -297172.000000 Penalty: 2356.150391
	Iteration 14Q: 3 clusters Score -297172 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -297198.968750 Penalty: 2356.150391
	Iteration 15Q: 3 clusters Score -297199 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -297220.656250 Penalty: 2356.150391
	Iteration 16Q: 3 clusters Score -297220.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -297238.875000 Penalty: 2356.150391
	Iteration 17Q: 3 clusters Score -297238.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -297255.000000 Penalty: 2356.150391
	Iteration 18Q: 3 clusters Score -297255 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -297268.906250 Penalty: 2356.150391
	Iteration 19Q: 3 clusters Score -297268.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -297285.593750 Penalty: 2356.150391
	Iteration 20F: 3 clusters Score -297285.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -297308.062500 Penalty: 2356.150391
	Iteration 21Q: 3 clusters Score -297308.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -297322.875000 Penalty: 2356.150391
	Iteration 22Q: 3 clusters Score -297322.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -297342.343750 Penalty: 2356.150391
	Iteration 23Q: 3 clusters Score -297342.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -297354.843750 Penalty: 2356.150391
	Iteration 24Q: 3 clusters Score -297354.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -297367.250000 Penalty: 2356.150391
	Iteration 25Q: 3 clusters Score -297367.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -297378.031250 Penalty: 2356.150391
	Iteration 26Q: 3 clusters Score -297378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -297384.500000 Penalty: 2356.150391
	Iteration 27Q: 3 clusters Score -297384.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -297388.406250 Penalty: 2356.150391
	Iteration 28Q: 3 clusters Score -297388.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -297391.156250 Penalty: 2356.150391
	Iteration 29Q: 3 clusters Score -297391.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -297392.156250 Penalty: 2356.150391
	Iteration 30Q: 3 clusters Score -297392.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -297392.968750 Penalty: 2356.150391
	Iteration 31Q: 3 clusters Score -297393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -297393.000000 Penalty: 2356.150391
	Iteration 32Q: 3 clusters Score -297393 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -297393.000000 Penalty: 2356.150391
	Iteration 33F: 3 clusters Score -297393 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Entering Unmasked Estep 
Score: -1114583.875000 Penalty: 1356.889893
	Iteration 0F: 2 clusters Score -1114584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1108440.625000 Penalty: 2713.779785
	Iteration 0F: 3 clusters Score -1108441 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1110549.875000 Penalty: 2713.779785
	Iteration 1F: 3 clusters Score -1110550 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1110889.125000 Penalty: 2713.779785
	Iteration 2F: 3 clusters Score -1110889 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1111134.500000 Penalty: 2713.779785
	Iteration 3F: 3 clusters Score -1111134 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1111335.375000 Penalty: 2713.779785
	Iteration 4Q: 3 clusters Score -1111335 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1111529.875000 Penalty: 2713.779785
	Iteration 5Q: 3 clusters Score -1111530 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1111731.500000 Penalty: 2713.779785
	Iteration 6Q: 3 clusters Score -1111732 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1111941.375000 Penalty: 2713.779785
	Iteration 7Q: 3 clusters Score -1111941 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1112104.250000 Penalty: 2713.779785
	Iteration 8Q: 3 clusters Score -1112104 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1112268.000000 Penalty: 2713.779785
	Iteration 9Q: 3 clusters Score -1112268 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1112454.375000 Penalty: 2713.779785
	Iteration 10Q: 3 clusters Score -1112454 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1112637.500000 Penalty: 2713.779785
	Iteration 11Q: 3 clusters Score -1112638 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1112766.250000 Penalty: 2713.779785
	Iteration 12Q: 3 clusters Score -1112766 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1112871.375000 Penalty: 2713.779785
	Iteration 13Q: 3 clusters Score -1112871 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1112952.000000 Penalty: 2713.779785
	Iteration 14Q: 3 clusters Score -1112952 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1113016.750000 Penalty: 2713.779785
	Iteration 15Q: 3 clusters Score -1113017 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1113070.625000 Penalty: 2713.779785
	Iteration 16Q: 3 clusters Score -1113071 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1113112.750000 Penalty: 2713.779785
	Iteration 17Q: 3 clusters Score -1113113 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1113151.125000 Penalty: 2713.779785
	Iteration 18Q: 3 clusters Score -1113151 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1113181.000000 Penalty: 2713.779785
	Iteration 19Q: 3 clusters Score -1113181 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1113211.875000 Penalty: 2713.779785
	Iteration 20F: 3 clusters Score -1113212 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1113241.875000 Penalty: 2713.779785
	Iteration 21Q: 3 clusters Score -1113242 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1113269.250000 Penalty: 2713.779785
	Iteration 22Q: 3 clusters Score -1113269 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1113290.375000 Penalty: 2713.779785
	Iteration 23Q: 3 clusters Score -1113290 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1113311.125000 Penalty: 2713.779785
	Iteration 24Q: 3 clusters Score -1113311 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1113330.875000 Penalty: 2713.779785
	Iteration 25Q: 3 clusters Score -1113331 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1113355.375000 Penalty: 2713.779785
	Iteration 26Q: 3 clusters Score -1113355 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1113375.750000 Penalty: 2713.779785
	Iteration 27Q: 3 clusters Score -1113376 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1113392.625000 Penalty: 2713.779785
	Iteration 28Q: 3 clusters Score -1113393 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1113406.500000 Penalty: 2713.779785
	Iteration 29Q: 3 clusters Score -1113406 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1113426.375000 Penalty: 2713.779785
	Iteration 30Q: 3 clusters Score -1113426 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1113447.125000 Penalty: 2713.779785
	Iteration 31Q: 3 clusters Score -1113447 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1113457.875000 Penalty: 2713.779785
	Iteration 32Q: 3 clusters Score -1113458 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1113463.750000 Penalty: 2713.779785
	Iteration 33Q: 3 clusters Score -1113464 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1113467.625000 Penalty: 2713.779785
	Iteration 34Q: 3 clusters Score -1113468 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1113471.875000 Penalty: 2713.779785
	Iteration 35Q: 3 clusters Score -1113472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1113474.875000 Penalty: 2713.779785
	Iteration 36Q: 3 clusters Score -1113475 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1113476.625000 Penalty: 2713.779785
	Iteration 37Q: 3 clusters Score -1113477 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1113477.250000 Penalty: 2713.779785
	Iteration 38Q: 3 clusters Score -1113477 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1113480.375000 Penalty: 2713.779785
	Iteration 39Q: 3 clusters Score -1113480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1113486.250000 Penalty: 2713.779785
	Iteration 40F: 3 clusters Score -1113486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1113486.250000 Penalty: 2713.779785
	Iteration 41Q: 3 clusters Score -1113486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1113486.250000 Penalty: 2713.779785
	Iteration 42Q: 3 clusters Score -1113486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1113487.500000 Penalty: 2713.779785
	Iteration 43Q: 3 clusters Score -1113488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1113490.000000 Penalty: 2713.779785
	Iteration 44Q: 3 clusters Score -1113490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1113490.625000 Penalty: 2713.779785
	Iteration 45Q: 3 clusters Score -1113491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1113491.875000 Penalty: 2713.779785
	Iteration 46Q: 3 clusters Score -1113492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1113492.625000 Penalty: 2713.779785
	Iteration 47Q: 3 clusters Score -1113493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1113493.500000 Penalty: 2713.779785
	Iteration 48Q: 3 clusters Score -1113494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1113493.875000 Penalty: 2713.779785
	Iteration 49Q: 3 clusters Score -1113494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1113495.000000 Penalty: 2713.779785
	Iteration 50Q: 3 clusters Score -1113495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1113495.000000 Penalty: 2713.779785
	Iteration 51F: 3 clusters Score -1113495 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (22331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Entering Unmasked Estep 
Score: -2728035.500000 Penalty: 1490.043213
	Iteration 0F: 2 clusters Score -2728036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -2713477.250000 Penalty: 2980.086426
	Iteration 0F: 3 clusters Score -2713477 nChanged 9838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -2718942.000000 Penalty: 2980.086426
	Iteration 1F: 3 clusters Score -2718942 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -2719437.750000 Penalty: 2980.086426
	Iteration 2F: 3 clusters Score -2719438 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -2719868.000000 Penalty: 2980.086426
	Iteration 3Q: 3 clusters Score -2719868 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -2720301.250000 Penalty: 2980.086426
	Iteration 4Q: 3 clusters Score -2720301 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -2720812.500000 Penalty: 2980.086426
	Iteration 5Q: 3 clusters Score -2720812 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -2721344.500000 Penalty: 2980.086426
	Iteration 6Q: 3 clusters Score -2721344 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -2721912.750000 Penalty: 2980.086426
	Iteration 7Q: 3 clusters Score -2721913 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -2722505.750000 Penalty: 2980.086426
	Iteration 8Q: 3 clusters Score -2722506 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -2723139.250000 Penalty: 2980.086426
	Iteration 9Q: 3 clusters Score -2723139 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -2723748.500000 Penalty: 2980.086426
	Iteration 10Q: 3 clusters Score -2723748 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -2724328.750000 Penalty: 2980.086426
	Iteration 11Q: 3 clusters Score -2724329 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -2724787.000000 Penalty: 2980.086426
	Iteration 12Q: 3 clusters Score -2724787 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -2725166.500000 Penalty: 2980.086426
	Iteration 13Q: 3 clusters Score -2725166 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -2725436.000000 Penalty: 2980.086426
	Iteration 14Q: 3 clusters Score -2725436 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -2725659.750000 Penalty: 2980.086426
	Iteration 15Q: 3 clusters Score -2725660 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -2725838.000000 Penalty: 2980.086426
	Iteration 16Q: 3 clusters Score -2725838 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -2725970.000000 Penalty: 2980.086426
	Iteration 17Q: 3 clusters Score -2725970 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -2726075.500000 Penalty: 2980.086426
	Iteration 18Q: 3 clusters Score -2726076 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -2726155.000000 Penalty: 2980.086426
	Iteration 19Q: 3 clusters Score -2726155 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -2726205.250000 Penalty: 2980.086426
	Iteration 20F: 3 clusters Score -2726205 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -2726255.500000 Penalty: 2980.086426
	Iteration 21Q: 3 clusters Score -2726256 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -2726310.000000 Penalty: 2980.086426
	Iteration 22Q: 3 clusters Score -2726310 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -2726330.000000 Penalty: 2980.086426
	Iteration 23Q: 3 clusters Score -2726330 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -2726358.000000 Penalty: 2980.086426
	Iteration 24Q: 3 clusters Score -2726358 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -2726384.000000 Penalty: 2980.086426
	Iteration 25Q: 3 clusters Score -2726384 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -2726407.500000 Penalty: 2980.086426
	Iteration 26Q: 3 clusters Score -2726408 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -2726425.250000 Penalty: 2980.086426
	Iteration 27Q: 3 clusters Score -2726425 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -2726452.500000 Penalty: 2980.086426
	Iteration 28Q: 3 clusters Score -2726452 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 20231 members 
Entering Unmasked Estep 
Score: -2726468.500000 Penalty: 2980.086426
	Iteration 29Q: 3 clusters Score -2726468 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -2726473.500000 Penalty: 2980.086426
	Iteration 30Q: 3 clusters Score -2726474 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -2726482.750000 Penalty: 2980.086426
	Iteration 31Q: 3 clusters Score -2726483 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 20343 members 
Entering Unmasked Estep 
Score: -2726489.250000 Penalty: 2980.086426
	Iteration 32Q: 3 clusters Score -2726489 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -2726499.750000 Penalty: 2980.086426
	Iteration 33Q: 3 clusters Score -2726500 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -2726507.000000 Penalty: 2980.086426
	Iteration 34Q: 3 clusters Score -2726507 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -2726528.250000 Penalty: 2980.086426
	Iteration 35Q: 3 clusters Score -2726528 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
Score: -2726542.750000 Penalty: 2980.086426
	Iteration 36Q: 3 clusters Score -2726543 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 20530 members 
Entering Unmasked Estep 
Score: -2726548.250000 Penalty: 2980.086426
	Iteration 37Q: 3 clusters Score -2726548 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -2726558.250000 Penalty: 2980.086426
	Iteration 38Q: 3 clusters Score -2726558 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 20602 members 
Entering Unmasked Estep 
Score: -2726563.750000 Penalty: 2980.086426
	Iteration 39Q: 3 clusters Score -2726564 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -2726575.250000 Penalty: 2980.086426
	Iteration 40F: 3 clusters Score -2726575 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
Score: -2726582.000000 Penalty: 2980.086426
	Iteration 41Q: 3 clusters Score -2726582 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -2726596.500000 Penalty: 2980.086426
	Iteration 42Q: 3 clusters Score -2726596 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 20744 members 
Entering Unmasked Estep 
Score: -2726606.750000 Penalty: 2980.086426
	Iteration 43Q: 3 clusters Score -2726607 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
Score: -2726617.750000 Penalty: 2980.086426
	Iteration 44Q: 3 clusters Score -2726618 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 20819 members 
Entering Unmasked Estep 
Score: -2726633.250000 Penalty: 2980.086426
	Iteration 45Q: 3 clusters Score -2726633 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 20849 members 
Entering Unmasked Estep 
Score: -2726641.750000 Penalty: 2980.086426
	Iteration 46Q: 3 clusters Score -2726642 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -2726647.500000 Penalty: 2980.086426
	Iteration 47Q: 3 clusters Score -2726648 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -2726657.500000 Penalty: 2980.086426
	Iteration 48Q: 3 clusters Score -2726658 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -2726664.750000 Penalty: 2980.086426
	Iteration 49Q: 3 clusters Score -2726665 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -2726686.000000 Penalty: 2980.086426
	Iteration 50Q: 3 clusters Score -2726686 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 20992 members 
Entering Unmasked Estep 
Score: -2726693.000000 Penalty: 2980.086426
	Iteration 51Q: 3 clusters Score -2726693 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -2726695.000000 Penalty: 2980.086426
	Iteration 52Q: 3 clusters Score -2726695 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -2726706.250000 Penalty: 2980.086426
	Iteration 53Q: 3 clusters Score -2726706 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -2726711.000000 Penalty: 2980.086426
	Iteration 54Q: 3 clusters Score -2726711 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 21069 members 
Entering Unmasked Estep 
Score: -2726720.750000 Penalty: 2980.086426
	Iteration 55Q: 3 clusters Score -2726721 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -2726729.250000 Penalty: 2980.086426
	Iteration 56Q: 3 clusters Score -2726729 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -2726735.500000 Penalty: 2980.086426
	Iteration 57Q: 3 clusters Score -2726736 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -2726743.000000 Penalty: 2980.086426
	Iteration 58Q: 3 clusters Score -2726743 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -2726750.500000 Penalty: 2980.086426
	Iteration 59Q: 3 clusters Score -2726750 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 21162 members 
Entering Unmasked Estep 
Score: -2726750.000000 Penalty: 2980.086426
	Iteration 60F: 3 clusters Score -2726750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 21175 members 
Entering Unmasked Estep 
Score: -2726753.250000 Penalty: 2980.086426
	Iteration 61Q: 3 clusters Score -2726753 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -2726761.750000 Penalty: 2980.086426
	Iteration 62Q: 3 clusters Score -2726762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 21193 members 
Entering Unmasked Estep 
Score: -2726763.250000 Penalty: 2980.086426
	Iteration 63Q: 3 clusters Score -2726763 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 21204 members 
Entering Unmasked Estep 
Score: -2726761.250000 Penalty: 2980.086426
	Iteration 64Q: 3 clusters Score -2726761 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 21215 members 
Entering Unmasked Estep 
Score: -2726771.000000 Penalty: 2980.086426
	Iteration 65Q: 3 clusters Score -2726771 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -2726771.500000 Penalty: 2980.086426
	Iteration 66Q: 3 clusters Score -2726772 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -2726780.000000 Penalty: 2980.086426
	Iteration 67Q: 3 clusters Score -2726780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 21256 members 
Entering Unmasked Estep 
Score: -2726784.000000 Penalty: 2980.086426
	Iteration 68Q: 3 clusters Score -2726784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -2726792.250000 Penalty: 2980.086426
	Iteration 69Q: 3 clusters Score -2726792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 21278 members 
Entering Unmasked Estep 
Score: -2726798.000000 Penalty: 2980.086426
	Iteration 70Q: 3 clusters Score -2726798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 21290 members 
Entering Unmasked Estep 
Score: -2726802.500000 Penalty: 2980.086426
	Iteration 71Q: 3 clusters Score -2726802 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 21301 members 
Entering Unmasked Estep 
Score: -2726807.750000 Penalty: 2980.086426
	Iteration 72Q: 3 clusters Score -2726808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 21311 members 
Entering Unmasked Estep 
Score: -2726811.750000 Penalty: 2980.086426
	Iteration 73Q: 3 clusters Score -2726812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 21317 members 
Entering Unmasked Estep 
Score: -2726810.250000 Penalty: 2980.086426
	Iteration 74Q: 3 clusters Score -2726810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 21322 members 
Entering Unmasked Estep 
Score: -2726814.750000 Penalty: 2980.086426
	Iteration 75Q: 3 clusters Score -2726815 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 21332 members 
Entering Unmasked Estep 
Score: -2726821.750000 Penalty: 2980.086426
	Iteration 76Q: 3 clusters Score -2726822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -2726824.500000 Penalty: 2980.086426
	Iteration 77Q: 3 clusters Score -2726824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -2726828.750000 Penalty: 2980.086426
	Iteration 78Q: 3 clusters Score -2726829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -2726827.750000 Penalty: 2980.086426
	Iteration 79Q: 3 clusters Score -2726828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 21350 members 
Entering Unmasked Estep 
Score: -2726829.750000 Penalty: 2980.086426
	Iteration 80F: 3 clusters Score -2726830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 21353 members 
Entering Unmasked Estep 
Score: -2726829.750000 Penalty: 2980.086426
	Iteration 81Q: 3 clusters Score -2726830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -2726826.750000 Penalty: 2980.086426
	Iteration 82Q: 3 clusters Score -2726827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
Score: -2726827.000000 Penalty: 2980.086426
	Iteration 83Q: 3 clusters Score -2726827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
Score: -2726827.000000 Penalty: 2980.086426
	Iteration 84F: 3 clusters Score -2726827 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Entering Unmasked Estep 
Score: -914356.250000 Penalty: 1328.798584
	Iteration 0F: 2 clusters Score -914356.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -909184.687500 Penalty: 2657.597168
	Iteration 0F: 3 clusters Score -909184.7 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -910805.875000 Penalty: 2657.597168
	Iteration 1F: 3 clusters Score -910805.9 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -911097.812500 Penalty: 2657.597168
	Iteration 2F: 3 clusters Score -911097.8 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -911282.000000 Penalty: 2657.597168
	Iteration 3F: 3 clusters Score -911282 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -911402.750000 Penalty: 2657.597168
	Iteration 4Q: 3 clusters Score -911402.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -911496.750000 Penalty: 2657.597168
	Iteration 5Q: 3 clusters Score -911496.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -911579.500000 Penalty: 2657.597168
	Iteration 6Q: 3 clusters Score -911579.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -911652.250000 Penalty: 2657.597168
	Iteration 7Q: 3 clusters Score -911652.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -911710.437500 Penalty: 2657.597168
	Iteration 8Q: 3 clusters Score -911710.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -911761.187500 Penalty: 2657.597168
	Iteration 9Q: 3 clusters Score -911761.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -911814.625000 Penalty: 2657.597168
	Iteration 10Q: 3 clusters Score -911814.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -911885.937500 Penalty: 2657.597168
	Iteration 11Q: 3 clusters Score -911885.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -911948.125000 Penalty: 2657.597168
	Iteration 12Q: 3 clusters Score -911948.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -912017.187500 Penalty: 2657.597168
	Iteration 13Q: 3 clusters Score -912017.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -912085.062500 Penalty: 2657.597168
	Iteration 14Q: 3 clusters Score -912085.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -912150.875000 Penalty: 2657.597168
	Iteration 15Q: 3 clusters Score -912150.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -912231.687500 Penalty: 2657.597168
	Iteration 16Q: 3 clusters Score -912231.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -912328.375000 Penalty: 2657.597168
	Iteration 17Q: 3 clusters Score -912328.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -912442.937500 Penalty: 2657.597168
	Iteration 18Q: 3 clusters Score -912442.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -912542.125000 Penalty: 2657.597168
	Iteration 19Q: 3 clusters Score -912542.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -912641.750000 Penalty: 2657.597168
	Iteration 20F: 3 clusters Score -912641.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -912732.562500 Penalty: 2657.597168
	Iteration 21Q: 3 clusters Score -912732.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -912825.375000 Penalty: 2657.597168
	Iteration 22Q: 3 clusters Score -912825.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -912909.062500 Penalty: 2657.597168
	Iteration 23Q: 3 clusters Score -912909.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -912993.375000 Penalty: 2657.597168
	Iteration 24Q: 3 clusters Score -912993.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -913072.562500 Penalty: 2657.597168
	Iteration 25Q: 3 clusters Score -913072.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -913146.437500 Penalty: 2657.597168
	Iteration 26Q: 3 clusters Score -913146.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -913206.937500 Penalty: 2657.597168
	Iteration 27Q: 3 clusters Score -913206.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -913254.750000 Penalty: 2657.597168
	Iteration 28Q: 3 clusters Score -913254.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -913310.875000 Penalty: 2657.597168
	Iteration 29Q: 3 clusters Score -913310.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -913351.500000 Penalty: 2657.597168
	Iteration 30Q: 3 clusters Score -913351.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -913377.562500 Penalty: 2657.597168
	Iteration 31Q: 3 clusters Score -913377.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -913396.125000 Penalty: 2657.597168
	Iteration 32Q: 3 clusters Score -913396.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -913410.000000 Penalty: 2657.597168
	Iteration 33Q: 3 clusters Score -913410 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -913416.375000 Penalty: 2657.597168
	Iteration 34Q: 3 clusters Score -913416.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -913429.875000 Penalty: 2657.597168
	Iteration 35Q: 3 clusters Score -913429.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -913435.500000 Penalty: 2657.597168
	Iteration 36Q: 3 clusters Score -913435.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -913443.937500 Penalty: 2657.597168
	Iteration 37Q: 3 clusters Score -913443.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -913448.000000 Penalty: 2657.597168
	Iteration 38Q: 3 clusters Score -913448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -913450.125000 Penalty: 2657.597168
	Iteration 39Q: 3 clusters Score -913450.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -913451.562500 Penalty: 2657.597168
	Iteration 40F: 3 clusters Score -913451.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -913453.187500 Penalty: 2657.597168
	Iteration 41Q: 3 clusters Score -913453.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -913453.187500 Penalty: 2657.597168
	Iteration 42F: 3 clusters Score -913453.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Entering Unmasked Estep 
Score: -878946.562500 Penalty: 1316.230347
	Iteration 0F: 2 clusters Score -878946.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -874084.937500 Penalty: 2632.460693
	Iteration 0F: 3 clusters Score -874084.9 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -875585.875000 Penalty: 2632.460693
	Iteration 1F: 3 clusters Score -875585.9 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -875833.000000 Penalty: 2632.460693
	Iteration 2F: 3 clusters Score -875833 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -875981.187500 Penalty: 2632.460693
	Iteration 3Q: 3 clusters Score -875981.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -876075.500000 Penalty: 2632.460693
	Iteration 4Q: 3 clusters Score -876075.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -876151.875000 Penalty: 2632.460693
	Iteration 5Q: 3 clusters Score -876151.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -876213.250000 Penalty: 2632.460693
	Iteration 6Q: 3 clusters Score -876213.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -876261.687500 Penalty: 2632.460693
	Iteration 7Q: 3 clusters Score -876261.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -876299.875000 Penalty: 2632.460693
	Iteration 8Q: 3 clusters Score -876299.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -876333.187500 Penalty: 2632.460693
	Iteration 9Q: 3 clusters Score -876333.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -876362.687500 Penalty: 2632.460693
	Iteration 10Q: 3 clusters Score -876362.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -876387.062500 Penalty: 2632.460693
	Iteration 11Q: 3 clusters Score -876387.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -876409.125000 Penalty: 2632.460693
	Iteration 12Q: 3 clusters Score -876409.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -876431.437500 Penalty: 2632.460693
	Iteration 13Q: 3 clusters Score -876431.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -876456.687500 Penalty: 2632.460693
	Iteration 14Q: 3 clusters Score -876456.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -876476.312500 Penalty: 2632.460693
	Iteration 15Q: 3 clusters Score -876476.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -876497.562500 Penalty: 2632.460693
	Iteration 16Q: 3 clusters Score -876497.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -876514.437500 Penalty: 2632.460693
	Iteration 17Q: 3 clusters Score -876514.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -876537.062500 Penalty: 2632.460693
	Iteration 18Q: 3 clusters Score -876537.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -876560.250000 Penalty: 2632.460693
	Iteration 19Q: 3 clusters Score -876560.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -876586.125000 Penalty: 2632.460693
	Iteration 20F: 3 clusters Score -876586.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -876608.437500 Penalty: 2632.460693
	Iteration 21Q: 3 clusters Score -876608.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -876635.625000 Penalty: 2632.460693
	Iteration 22Q: 3 clusters Score -876635.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -876657.812500 Penalty: 2632.460693
	Iteration 23Q: 3 clusters Score -876657.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -876676.437500 Penalty: 2632.460693
	Iteration 24Q: 3 clusters Score -876676.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -876698.937500 Penalty: 2632.460693
	Iteration 25Q: 3 clusters Score -876698.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -876721.625000 Penalty: 2632.460693
	Iteration 26Q: 3 clusters Score -876721.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -876755.000000 Penalty: 2632.460693
	Iteration 27Q: 3 clusters Score -876755 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -876791.125000 Penalty: 2632.460693
	Iteration 28Q: 3 clusters Score -876791.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -876833.875000 Penalty: 2632.460693
	Iteration 29Q: 3 clusters Score -876833.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -876876.062500 Penalty: 2632.460693
	Iteration 30Q: 3 clusters Score -876876.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -876911.125000 Penalty: 2632.460693
	Iteration 31Q: 3 clusters Score -876911.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -876949.875000 Penalty: 2632.460693
	Iteration 32Q: 3 clusters Score -876949.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -876987.437500 Penalty: 2632.460693
	Iteration 33Q: 3 clusters Score -876987.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -877023.562500 Penalty: 2632.460693
	Iteration 34Q: 3 clusters Score -877023.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -877068.250000 Penalty: 2632.460693
	Iteration 35Q: 3 clusters Score -877068.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -877112.437500 Penalty: 2632.460693
	Iteration 36Q: 3 clusters Score -877112.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -877155.687500 Penalty: 2632.460693
	Iteration 37Q: 3 clusters Score -877155.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -877198.562500 Penalty: 2632.460693
	Iteration 38Q: 3 clusters Score -877198.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -877246.500000 Penalty: 2632.460693
	Iteration 39Q: 3 clusters Score -877246.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -877299.312500 Penalty: 2632.460693
	Iteration 40F: 3 clusters Score -877299.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -877343.312500 Penalty: 2632.460693
	Iteration 41Q: 3 clusters Score -877343.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -877387.125000 Penalty: 2632.460693
	Iteration 42Q: 3 clusters Score -877387.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -877415.812500 Penalty: 2632.460693
	Iteration 43Q: 3 clusters Score -877415.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -877449.312500 Penalty: 2632.460693
	Iteration 44Q: 3 clusters Score -877449.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -877487.750000 Penalty: 2632.460693
	Iteration 45Q: 3 clusters Score -877487.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -877515.625000 Penalty: 2632.460693
	Iteration 46Q: 3 clusters Score -877515.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -877551.687500 Penalty: 2632.460693
	Iteration 47Q: 3 clusters Score -877551.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -877583.625000 Penalty: 2632.460693
	Iteration 48Q: 3 clusters Score -877583.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -877614.562500 Penalty: 2632.460693
	Iteration 49Q: 3 clusters Score -877614.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -877645.062500 Penalty: 2632.460693
	Iteration 50Q: 3 clusters Score -877645.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -877675.625000 Penalty: 2632.460693
	Iteration 51Q: 3 clusters Score -877675.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -877708.937500 Penalty: 2632.460693
	Iteration 52Q: 3 clusters Score -877708.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -877735.750000 Penalty: 2632.460693
	Iteration 53Q: 3 clusters Score -877735.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -877755.312500 Penalty: 2632.460693
	Iteration 54Q: 3 clusters Score -877755.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -877774.875000 Penalty: 2632.460693
	Iteration 55Q: 3 clusters Score -877774.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -877788.125000 Penalty: 2632.460693
	Iteration 56Q: 3 clusters Score -877788.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -877795.375000 Penalty: 2632.460693
	Iteration 57Q: 3 clusters Score -877795.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -877811.625000 Penalty: 2632.460693
	Iteration 58Q: 3 clusters Score -877811.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -877822.687500 Penalty: 2632.460693
	Iteration 59Q: 3 clusters Score -877822.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -877836.562500 Penalty: 2632.460693
	Iteration 60F: 3 clusters Score -877836.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -877844.250000 Penalty: 2632.460693
	Iteration 61Q: 3 clusters Score -877844.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -877851.375000 Penalty: 2632.460693
	Iteration 62Q: 3 clusters Score -877851.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -877860.437500 Penalty: 2632.460693
	Iteration 63Q: 3 clusters Score -877860.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -877869.875000 Penalty: 2632.460693
	Iteration 64Q: 3 clusters Score -877869.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -877875.437500 Penalty: 2632.460693
	Iteration 65Q: 3 clusters Score -877875.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -877882.312500 Penalty: 2632.460693
	Iteration 66Q: 3 clusters Score -877882.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -877887.000000 Penalty: 2632.460693
	Iteration 67Q: 3 clusters Score -877887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -877887.937500 Penalty: 2632.460693
	Iteration 68Q: 3 clusters Score -877887.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -877890.000000 Penalty: 2632.460693
	Iteration 69Q: 3 clusters Score -877890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -877893.687500 Penalty: 2632.460693
	Iteration 70Q: 3 clusters Score -877893.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -877893.562500 Penalty: 2632.460693
	Iteration 71Q: 3 clusters Score -877893.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -877896.250000 Penalty: 2632.460693
	Iteration 72Q: 3 clusters Score -877896.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -877897.187500 Penalty: 2632.460693
	Iteration 73Q: 3 clusters Score -877897.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -877897.875000 Penalty: 2632.460693
	Iteration 74Q: 3 clusters Score -877897.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -877898.375000 Penalty: 2632.460693
	Iteration 75Q: 3 clusters Score -877898.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -877898.375000 Penalty: 2632.460693
	Iteration 76F: 3 clusters Score -877898.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (21812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21812 members 
Entering Unmasked Estep 
Score: -2772228.500000 Penalty: 1486.544067
	Iteration 0F: 2 clusters Score -2772228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -2758076.250000 Penalty: 2973.088135
	Iteration 0F: 3 clusters Score -2758076 nChanged 9599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -2763346.250000 Penalty: 2973.088135
	Iteration 1F: 3 clusters Score -2763346 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -2763828.250000 Penalty: 2973.088135
	Iteration 2F: 3 clusters Score -2763828 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -2764316.750000 Penalty: 2973.088135
	Iteration 3F: 3 clusters Score -2764317 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -2764936.000000 Penalty: 2973.088135
	Iteration 4F: 3 clusters Score -2764936 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -2765737.500000 Penalty: 2973.088135
	Iteration 5F: 3 clusters Score -2765738 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -2766742.250000 Penalty: 2973.088135
	Iteration 6F: 3 clusters Score -2766742 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -2767914.250000 Penalty: 2973.088135
	Iteration 7F: 3 clusters Score -2767914 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -2768972.750000 Penalty: 2973.088135
	Iteration 8F: 3 clusters Score -2768973 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -2769768.250000 Penalty: 2973.088135
	Iteration 9Q: 3 clusters Score -2769768 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -2770262.750000 Penalty: 2973.088135
	Iteration 10Q: 3 clusters Score -2770263 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -2770555.500000 Penalty: 2973.088135
	Iteration 11Q: 3 clusters Score -2770556 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -2770716.500000 Penalty: 2973.088135
	Iteration 12Q: 3 clusters Score -2770716 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 21195 members 
Entering Unmasked Estep 
Score: -2770824.500000 Penalty: 2973.088135
	Iteration 13Q: 3 clusters Score -2770824 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -2770894.750000 Penalty: 2973.088135
	Iteration 14Q: 3 clusters Score -2770895 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -2770942.000000 Penalty: 2973.088135
	Iteration 15Q: 3 clusters Score -2770942 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -2770981.750000 Penalty: 2973.088135
	Iteration 16Q: 3 clusters Score -2770982 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -2771017.500000 Penalty: 2973.088135
	Iteration 17Q: 3 clusters Score -2771018 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 21376 members 
Entering Unmasked Estep 
Score: -2771036.500000 Penalty: 2973.088135
	Iteration 18Q: 3 clusters Score -2771036 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 21388 members 
Entering Unmasked Estep 
Score: -2771053.750000 Penalty: 2973.088135
	Iteration 19Q: 3 clusters Score -2771054 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 21394 members 
Entering Unmasked Estep 
Score: -2771056.000000 Penalty: 2973.088135
	Iteration 20F: 3 clusters Score -2771056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -2771068.750000 Penalty: 2973.088135
	Iteration 21Q: 3 clusters Score -2771069 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 21405 members 
Entering Unmasked Estep 
Score: -2771078.500000 Penalty: 2973.088135
	Iteration 22Q: 3 clusters Score -2771078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -2771087.000000 Penalty: 2973.088135
	Iteration 23Q: 3 clusters Score -2771087 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 21417 members 
Entering Unmasked Estep 
Score: -2771095.000000 Penalty: 2973.088135
	Iteration 24Q: 3 clusters Score -2771095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -2771093.250000 Penalty: 2973.088135
	Iteration 25Q: 3 clusters Score -2771093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -2771093.250000 Penalty: 2973.088135
	Iteration 26F: 3 clusters Score -2771093 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -2325900.750000 Penalty: 1467.145508
	Iteration 0F: 2 clusters Score -2325901 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -2313297.750000 Penalty: 2934.291016
	Iteration 0F: 3 clusters Score -2313298 nChanged 8417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -2317902.250000 Penalty: 2934.291016
	Iteration 1F: 3 clusters Score -2317902 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -2318354.000000 Penalty: 2934.291016
	Iteration 2F: 3 clusters Score -2318354 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -2318740.500000 Penalty: 2934.291016
	Iteration 3Q: 3 clusters Score -2318740 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -2319124.250000 Penalty: 2934.291016
	Iteration 4Q: 3 clusters Score -2319124 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -2319568.250000 Penalty: 2934.291016
	Iteration 5Q: 3 clusters Score -2319568 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -2320106.750000 Penalty: 2934.291016
	Iteration 6F: 3 clusters Score -2320107 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -2320752.000000 Penalty: 2934.291016
	Iteration 7F: 3 clusters Score -2320752 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -2321460.750000 Penalty: 2934.291016
	Iteration 8F: 3 clusters Score -2321461 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -2322116.750000 Penalty: 2934.291016
	Iteration 9F: 3 clusters Score -2322117 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -2322743.000000 Penalty: 2934.291016
	Iteration 10Q: 3 clusters Score -2322743 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -2323332.000000 Penalty: 2934.291016
	Iteration 11Q: 3 clusters Score -2323332 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -2323811.750000 Penalty: 2934.291016
	Iteration 12Q: 3 clusters Score -2323812 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -2324204.000000 Penalty: 2934.291016
	Iteration 13Q: 3 clusters Score -2324204 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -2324416.250000 Penalty: 2934.291016
	Iteration 14Q: 3 clusters Score -2324416 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -2324571.750000 Penalty: 2934.291016
	Iteration 15Q: 3 clusters Score -2324572 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -2324653.750000 Penalty: 2934.291016
	Iteration 16Q: 3 clusters Score -2324654 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2324709.500000 Penalty: 2934.291016
	Iteration 17Q: 3 clusters Score -2324710 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2324744.750000 Penalty: 2934.291016
	Iteration 18Q: 3 clusters Score -2324745 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -2324760.500000 Penalty: 2934.291016
	Iteration 19Q: 3 clusters Score -2324760 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -2324781.000000 Penalty: 2934.291016
	Iteration 20F: 3 clusters Score -2324781 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2324788.000000 Penalty: 2934.291016
	Iteration 21Q: 3 clusters Score -2324788 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -2324800.500000 Penalty: 2934.291016
	Iteration 22Q: 3 clusters Score -2324800 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2324810.000000 Penalty: 2934.291016
	Iteration 23Q: 3 clusters Score -2324810 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2324825.250000 Penalty: 2934.291016
	Iteration 24Q: 3 clusters Score -2324825 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2324835.750000 Penalty: 2934.291016
	Iteration 25Q: 3 clusters Score -2324836 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2324831.000000 Penalty: 2934.291016
	Iteration 26Q: 3 clusters Score -2324831 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2324836.750000 Penalty: 2934.291016
	Iteration 27Q: 3 clusters Score -2324837 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2324838.750000 Penalty: 2934.291016
	Iteration 28Q: 3 clusters Score -2324839 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2324850.500000 Penalty: 2934.291016
	Iteration 29Q: 3 clusters Score -2324850 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2324852.500000 Penalty: 2934.291016
	Iteration 30Q: 3 clusters Score -2324852 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2324861.000000 Penalty: 2934.291016
	Iteration 31Q: 3 clusters Score -2324861 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2324861.500000 Penalty: 2934.291016
	Iteration 32Q: 3 clusters Score -2324862 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2324862.250000 Penalty: 2934.291016
	Iteration 33Q: 3 clusters Score -2324862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2324872.750000 Penalty: 2934.291016
	Iteration 34Q: 3 clusters Score -2324873 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2324877.250000 Penalty: 2934.291016
	Iteration 35Q: 3 clusters Score -2324877 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2324880.500000 Penalty: 2934.291016
	Iteration 36Q: 3 clusters Score -2324880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2324881.750000 Penalty: 2934.291016
	Iteration 37Q: 3 clusters Score -2324882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2324883.000000 Penalty: 2934.291016
	Iteration 38Q: 3 clusters Score -2324883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -2324885.250000 Penalty: 2934.291016
	Iteration 39Q: 3 clusters Score -2324885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2324887.750000 Penalty: 2934.291016
	Iteration 40F: 3 clusters Score -2324888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2324885.250000 Penalty: 2934.291016
	Iteration 41Q: 3 clusters Score -2324885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2324889.250000 Penalty: 2934.291016
	Iteration 42Q: 3 clusters Score -2324889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2324888.500000 Penalty: 2934.291016
	Iteration 43Q: 3 clusters Score -2324888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17927 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2324887.750000 Penalty: 2934.291016
	Iteration 44Q: 3 clusters Score -2324888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -2324886.250000 Penalty: 2934.291016
	Iteration 45Q: 3 clusters Score -2324886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2324887.500000 Penalty: 2934.291016
	Iteration 46Q: 3 clusters Score -2324888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2324885.250000 Penalty: 2934.291016
	Iteration 47Q: 3 clusters Score -2324885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2324883.750000 Penalty: 2934.291016
	Iteration 48Q: 3 clusters Score -2324884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2324885.250000 Penalty: 2934.291016
	Iteration 49Q: 3 clusters Score -2324885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2324887.250000 Penalty: 2934.291016
	Iteration 50Q: 3 clusters Score -2324887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2324886.250000 Penalty: 2934.291016
	Iteration 51Q: 3 clusters Score -2324886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2324890.000000 Penalty: 2934.291016
	Iteration 52Q: 3 clusters Score -2324890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2324890.750000 Penalty: 2934.291016
	Iteration 53Q: 3 clusters Score -2324891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2324896.500000 Penalty: 2934.291016
	Iteration 54Q: 3 clusters Score -2324896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2324895.750000 Penalty: 2934.291016
	Iteration 55Q: 3 clusters Score -2324896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2324897.750000 Penalty: 2934.291016
	Iteration 56Q: 3 clusters Score -2324898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2324900.250000 Penalty: 2934.291016
	Iteration 57Q: 3 clusters Score -2324900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2324901.750000 Penalty: 2934.291016
	Iteration 58Q: 3 clusters Score -2324902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -2324898.500000 Penalty: 2934.291016
	Iteration 59Q: 3 clusters Score -2324898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2324900.000000 Penalty: 2934.291016
	Iteration 60F: 3 clusters Score -2324900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2324902.250000 Penalty: 2934.291016
	Iteration 61Q: 3 clusters Score -2324902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2324902.250000 Penalty: 2934.291016
	Iteration 62F: 3 clusters Score -2324902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (18821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Entering Unmasked Estep 
Score: -2387857.750000 Penalty: 1464.598022
	Iteration 0F: 2 clusters Score -2387858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -2375540.750000 Penalty: 2929.196045
	Iteration 0F: 3 clusters Score -2375541 nChanged 8262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -2379767.500000 Penalty: 2929.196045
	Iteration 1F: 3 clusters Score -2379768 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -2380114.250000 Penalty: 2929.196045
	Iteration 2F: 3 clusters Score -2380114 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -2380385.500000 Penalty: 2929.196045
	Iteration 3Q: 3 clusters Score -2380386 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -2380610.750000 Penalty: 2929.196045
	Iteration 4Q: 3 clusters Score -2380611 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -2380831.500000 Penalty: 2929.196045
	Iteration 5Q: 3 clusters Score -2380832 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -2381084.250000 Penalty: 2929.196045
	Iteration 6Q: 3 clusters Score -2381084 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -2381372.500000 Penalty: 2929.196045
	Iteration 7Q: 3 clusters Score -2381372 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -2381745.500000 Penalty: 2929.196045
	Iteration 8Q: 3 clusters Score -2381746 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -2382215.500000 Penalty: 2929.196045
	Iteration 9Q: 3 clusters Score -2382216 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -2382841.250000 Penalty: 2929.196045
	Iteration 10Q: 3 clusters Score -2382841 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -2383590.250000 Penalty: 2929.196045
	Iteration 11F: 3 clusters Score -2383590 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -2384388.750000 Penalty: 2929.196045
	Iteration 12F: 3 clusters Score -2384389 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -2385117.750000 Penalty: 2929.196045
	Iteration 13Q: 3 clusters Score -2385118 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -2385674.750000 Penalty: 2929.196045
	Iteration 14Q: 3 clusters Score -2385675 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2386065.000000 Penalty: 2929.196045
	Iteration 15Q: 3 clusters Score -2386065 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2386296.250000 Penalty: 2929.196045
	Iteration 16Q: 3 clusters Score -2386296 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2386461.750000 Penalty: 2929.196045
	Iteration 17Q: 3 clusters Score -2386462 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2386537.000000 Penalty: 2929.196045
	Iteration 18Q: 3 clusters Score -2386537 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2386600.750000 Penalty: 2929.196045
	Iteration 19Q: 3 clusters Score -2386601 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2386648.000000 Penalty: 2929.196045
	Iteration 20F: 3 clusters Score -2386648 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2386675.500000 Penalty: 2929.196045
	Iteration 21Q: 3 clusters Score -2386676 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2386699.250000 Penalty: 2929.196045
	Iteration 22Q: 3 clusters Score -2386699 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2386717.000000 Penalty: 2929.196045
	Iteration 23Q: 3 clusters Score -2386717 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2386727.500000 Penalty: 2929.196045
	Iteration 24Q: 3 clusters Score -2386728 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -2386735.500000 Penalty: 2929.196045
	Iteration 25Q: 3 clusters Score -2386736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2386741.250000 Penalty: 2929.196045
	Iteration 26Q: 3 clusters Score -2386741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -2386739.500000 Penalty: 2929.196045
	Iteration 27Q: 3 clusters Score -2386740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2386740.000000 Penalty: 2929.196045
	Iteration 28Q: 3 clusters Score -2386740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2386745.500000 Penalty: 2929.196045
	Iteration 29Q: 3 clusters Score -2386746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2386748.500000 Penalty: 2929.196045
	Iteration 30Q: 3 clusters Score -2386748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2386751.500000 Penalty: 2929.196045
	Iteration 31Q: 3 clusters Score -2386752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -2386750.500000 Penalty: 2929.196045
	Iteration 32Q: 3 clusters Score -2386750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -2386750.500000 Penalty: 2929.196045
	Iteration 33F: 3 clusters Score -2386750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (53457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53457 members 
Entering Unmasked Estep 
Score: -6793392.500000 Penalty: 1619.931030
	Iteration 0F: 2 clusters Score -6793392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26852 members 
Mstep: Class 2 contains 26605 members 
Entering Unmasked Estep 
Score: -6759635.500000 Penalty: 3239.862061
	Iteration 0F: 3 clusters Score -6759636 nChanged 24613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27977 members 
Mstep: Class 2 contains 25480 members 
Entering Unmasked Estep 
Score: -6773172.500000 Penalty: 3239.862061
	Iteration 1F: 3 clusters Score -6773172 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28636 members 
Mstep: Class 2 contains 24821 members 
Entering Unmasked Estep 
Score: -6773785.000000 Penalty: 3239.862061
	Iteration 2Q: 3 clusters Score -6773785 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29668 members 
Mstep: Class 2 contains 23789 members 
Entering Unmasked Estep 
Score: -6774468.000000 Penalty: 3239.862061
	Iteration 3Q: 3 clusters Score -6774468 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31189 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
Score: -6775377.500000 Penalty: 3239.862061
	Iteration 4Q: 3 clusters Score -6775378 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33382 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -6776569.500000 Penalty: 3239.862061
	Iteration 5Q: 3 clusters Score -6776570 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36440 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -6778538.000000 Penalty: 3239.862061
	Iteration 6F: 3 clusters Score -6778538 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40297 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -6781259.000000 Penalty: 3239.862061
	Iteration 7F: 3 clusters Score -6781259 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44562 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -6784559.500000 Penalty: 3239.862061
	Iteration 8F: 3 clusters Score -6784560 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48270 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -6787700.000000 Penalty: 3239.862061
	Iteration 9F: 3 clusters Score -6787700 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50808 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -6789932.000000 Penalty: 3239.862061
	Iteration 10Q: 3 clusters Score -6789932 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52157 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -6791047.000000 Penalty: 3239.862061
	Iteration 11Q: 3 clusters Score -6791047 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52732 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -6791536.000000 Penalty: 3239.862061
	Iteration 12Q: 3 clusters Score -6791536 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52976 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -6791776.500000 Penalty: 3239.862061
	Iteration 13Q: 3 clusters Score -6791776 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53077 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -6791914.500000 Penalty: 3239.862061
	Iteration 14Q: 3 clusters Score -6791914 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53122 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -6791946.000000 Penalty: 3239.862061
	Iteration 15Q: 3 clusters Score -6791946 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53140 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -6791978.500000 Penalty: 3239.862061
	Iteration 16Q: 3 clusters Score -6791978 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53154 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -6792010.500000 Penalty: 3239.862061
	Iteration 17Q: 3 clusters Score -6792010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53161 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -6792014.000000 Penalty: 3239.862061
	Iteration 18Q: 3 clusters Score -6792014 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53170 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -6792040.000000 Penalty: 3239.862061
	Iteration 19Q: 3 clusters Score -6792040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53174 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -6792048.000000 Penalty: 3239.862061
	Iteration 20F: 3 clusters Score -6792048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53177 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -6792052.500000 Penalty: 3239.862061
	Iteration 21Q: 3 clusters Score -6792052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53177 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -6792057.500000 Penalty: 3239.862061
	Iteration 22Q: 3 clusters Score -6792058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53180 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -6792062.500000 Penalty: 3239.862061
	Iteration 23Q: 3 clusters Score -6792062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53181 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -6792064.000000 Penalty: 3239.862061
	Iteration 24Q: 3 clusters Score -6792064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53181 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -6792066.500000 Penalty: 3239.862061
	Iteration 25Q: 3 clusters Score -6792066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53181 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -6792075.500000 Penalty: 3239.862061
	Iteration 26Q: 3 clusters Score -6792076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53180 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -6792078.500000 Penalty: 3239.862061
	Iteration 27Q: 3 clusters Score -6792078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53182 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -6792083.500000 Penalty: 3239.862061
	Iteration 28Q: 3 clusters Score -6792084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53182 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -6792083.500000 Penalty: 3239.862061
	Iteration 29F: 3 clusters Score -6792084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Entering Unmasked Estep 
Score: -300741.781250 Penalty: 1168.442993
	Iteration 0F: 2 clusters Score -300741.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -298507.875000 Penalty: 2336.885986
	Iteration 0F: 3 clusters Score -298507.9 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -299066.687500 Penalty: 2336.885986
	Iteration 1F: 3 clusters Score -299066.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -299261.937500 Penalty: 2336.885986
	Iteration 2F: 3 clusters Score -299261.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -299406.656250 Penalty: 2336.885986
	Iteration 3F: 3 clusters Score -299406.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -299528.468750 Penalty: 2336.885986
	Iteration 4Q: 3 clusters Score -299528.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -299623.718750 Penalty: 2336.885986
	Iteration 5Q: 3 clusters Score -299623.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -299715.750000 Penalty: 2336.885986
	Iteration 6Q: 3 clusters Score -299715.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -299787.156250 Penalty: 2336.885986
	Iteration 7Q: 3 clusters Score -299787.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -299838.125000 Penalty: 2336.885986
	Iteration 8Q: 3 clusters Score -299838.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -299905.906250 Penalty: 2336.885986
	Iteration 9Q: 3 clusters Score -299905.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -299980.875000 Penalty: 2336.885986
	Iteration 10Q: 3 clusters Score -299980.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -300043.000000 Penalty: 2336.885986
	Iteration 11Q: 3 clusters Score -300043 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -300097.156250 Penalty: 2336.885986
	Iteration 12Q: 3 clusters Score -300097.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -300136.656250 Penalty: 2336.885986
	Iteration 13Q: 3 clusters Score -300136.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -300183.593750 Penalty: 2336.885986
	Iteration 14Q: 3 clusters Score -300183.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -300223.812500 Penalty: 2336.885986
	Iteration 15Q: 3 clusters Score -300223.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -300264.218750 Penalty: 2336.885986
	Iteration 16Q: 3 clusters Score -300264.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -300300.250000 Penalty: 2336.885986
	Iteration 17Q: 3 clusters Score -300300.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -300346.593750 Penalty: 2336.885986
	Iteration 18Q: 3 clusters Score -300346.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -300405.687500 Penalty: 2336.885986
	Iteration 19Q: 3 clusters Score -300405.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -300483.625000 Penalty: 2336.885986
	Iteration 20F: 3 clusters Score -300483.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -300546.031250 Penalty: 2336.885986
	Iteration 21Q: 3 clusters Score -300546 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -300595.343750 Penalty: 2336.885986
	Iteration 22Q: 3 clusters Score -300595.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -300626.812500 Penalty: 2336.885986
	Iteration 23Q: 3 clusters Score -300626.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -300649.843750 Penalty: 2336.885986
	Iteration 24Q: 3 clusters Score -300649.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -300663.343750 Penalty: 2336.885986
	Iteration 25Q: 3 clusters Score -300663.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -300667.718750 Penalty: 2336.885986
	Iteration 26Q: 3 clusters Score -300667.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -300669.031250 Penalty: 2336.885986
	Iteration 27Q: 3 clusters Score -300669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -300670.750000 Penalty: 2336.885986
	Iteration 28Q: 3 clusters Score -300670.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -300673.312500 Penalty: 2336.885986
	Iteration 29Q: 3 clusters Score -300673.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -300674.750000 Penalty: 2336.885986
	Iteration 30Q: 3 clusters Score -300674.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -300674.750000 Penalty: 2336.885986
	Iteration 31F: 3 clusters Score -300674.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Entering Unmasked Estep 
Score: -35818.488281 Penalty: 889.658203
	Iteration 0F: 2 clusters Score -35818.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -35049.066406 Penalty: 1779.316406
	Iteration 0F: 3 clusters Score -35049.07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -35217.167969 Penalty: 1779.316406
	Iteration 1F: 3 clusters Score -35217.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -35245.226562 Penalty: 1779.316406
	Iteration 2Q: 3 clusters Score -35245.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -35250.265625 Penalty: 1779.316406
	Iteration 3Q: 3 clusters Score -35250.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -35255.152344 Penalty: 1779.316406
	Iteration 4Q: 3 clusters Score -35255.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -35256.500000 Penalty: 1779.316406
	Iteration 5Q: 3 clusters Score -35256.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -35256.500000 Penalty: 1779.316406
	Iteration 6F: 3 clusters Score -35256.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Entering Unmasked Estep 
Score: -703770.812500 Penalty: 1294.983032
	Iteration 0F: 2 clusters Score -703770.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -699491.437500 Penalty: 2589.966064
	Iteration 0F: 3 clusters Score -699491.4 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -700947.875000 Penalty: 2589.966064
	Iteration 1F: 3 clusters Score -700947.9 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -701327.750000 Penalty: 2589.966064
	Iteration 2F: 3 clusters Score -701327.8 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -701658.250000 Penalty: 2589.966064
	Iteration 3F: 3 clusters Score -701658.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -701937.437500 Penalty: 2589.966064
	Iteration 4F: 3 clusters Score -701937.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -702217.187500 Penalty: 2589.966064
	Iteration 5F: 3 clusters Score -702217.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -702452.625000 Penalty: 2589.966064
	Iteration 6Q: 3 clusters Score -702452.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -702639.312500 Penalty: 2589.966064
	Iteration 7Q: 3 clusters Score -702639.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -702818.062500 Penalty: 2589.966064
	Iteration 8Q: 3 clusters Score -702818.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -702959.000000 Penalty: 2589.966064
	Iteration 9Q: 3 clusters Score -702959 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -703069.437500 Penalty: 2589.966064
	Iteration 10Q: 3 clusters Score -703069.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -703153.500000 Penalty: 2589.966064
	Iteration 11Q: 3 clusters Score -703153.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -703220.000000 Penalty: 2589.966064
	Iteration 12Q: 3 clusters Score -703220 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -703268.687500 Penalty: 2589.966064
	Iteration 13Q: 3 clusters Score -703268.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -703305.875000 Penalty: 2589.966064
	Iteration 14Q: 3 clusters Score -703305.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -703326.500000 Penalty: 2589.966064
	Iteration 15Q: 3 clusters Score -703326.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -703341.250000 Penalty: 2589.966064
	Iteration 16Q: 3 clusters Score -703341.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -703350.875000 Penalty: 2589.966064
	Iteration 17Q: 3 clusters Score -703350.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -703361.062500 Penalty: 2589.966064
	Iteration 18Q: 3 clusters Score -703361.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -703366.125000 Penalty: 2589.966064
	Iteration 19Q: 3 clusters Score -703366.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -703372.000000 Penalty: 2589.966064
	Iteration 20F: 3 clusters Score -703372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -703376.125000 Penalty: 2589.966064
	Iteration 21Q: 3 clusters Score -703376.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -703381.125000 Penalty: 2589.966064
	Iteration 22Q: 3 clusters Score -703381.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -703381.687500 Penalty: 2589.966064
	Iteration 23Q: 3 clusters Score -703381.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -703381.312500 Penalty: 2589.966064
	Iteration 24Q: 3 clusters Score -703381.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -703381.312500 Penalty: 2589.966064
	Iteration 25F: 3 clusters Score -703381.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Entering Unmasked Estep 
Score: -122334.804688 Penalty: 1035.981812
	Iteration 0F: 2 clusters Score -122334.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -121042.054688 Penalty: 2071.963623
	Iteration 0F: 3 clusters Score -121042.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -121305.765625 Penalty: 2071.963623
	Iteration 1F: 3 clusters Score -121305.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -121388.906250 Penalty: 2071.963623
	Iteration 2F: 3 clusters Score -121388.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -121435.656250 Penalty: 2071.963623
	Iteration 3Q: 3 clusters Score -121435.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -121481.960938 Penalty: 2071.963623
	Iteration 4Q: 3 clusters Score -121482 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -121501.179688 Penalty: 2071.963623
	Iteration 5Q: 3 clusters Score -121501.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -121514.921875 Penalty: 2071.963623
	Iteration 6Q: 3 clusters Score -121514.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -121520.507812 Penalty: 2071.963623
	Iteration 7Q: 3 clusters Score -121520.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -121520.507812 Penalty: 2071.963623
	Iteration 8F: 3 clusters Score -121520.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (9496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Entering Unmasked Estep 
Score: -1204106.125000 Penalty: 1362.803467
	Iteration 0F: 2 clusters Score -1204106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1197637.625000 Penalty: 2725.606934
	Iteration 0F: 3 clusters Score -1197638 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1199768.125000 Penalty: 2725.606934
	Iteration 1F: 3 clusters Score -1199768 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1200041.750000 Penalty: 2725.606934
	Iteration 2F: 3 clusters Score -1200042 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1200224.875000 Penalty: 2725.606934
	Iteration 3Q: 3 clusters Score -1200225 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1200358.500000 Penalty: 2725.606934
	Iteration 4Q: 3 clusters Score -1200358 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1200486.000000 Penalty: 2725.606934
	Iteration 5Q: 3 clusters Score -1200486 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1200603.750000 Penalty: 2725.606934
	Iteration 6Q: 3 clusters Score -1200604 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1200712.250000 Penalty: 2725.606934
	Iteration 7Q: 3 clusters Score -1200712 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1200804.750000 Penalty: 2725.606934
	Iteration 8Q: 3 clusters Score -1200805 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1200883.750000 Penalty: 2725.606934
	Iteration 9Q: 3 clusters Score -1200884 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1200950.875000 Penalty: 2725.606934
	Iteration 10Q: 3 clusters Score -1200951 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1201006.250000 Penalty: 2725.606934
	Iteration 11Q: 3 clusters Score -1201006 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1201060.875000 Penalty: 2725.606934
	Iteration 12Q: 3 clusters Score -1201061 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1201103.000000 Penalty: 2725.606934
	Iteration 13Q: 3 clusters Score -1201103 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1201140.125000 Penalty: 2725.606934
	Iteration 14Q: 3 clusters Score -1201140 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1201175.000000 Penalty: 2725.606934
	Iteration 15Q: 3 clusters Score -1201175 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1201217.125000 Penalty: 2725.606934
	Iteration 16Q: 3 clusters Score -1201217 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1201263.125000 Penalty: 2725.606934
	Iteration 17Q: 3 clusters Score -1201263 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1201317.625000 Penalty: 2725.606934
	Iteration 18Q: 3 clusters Score -1201318 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1201356.125000 Penalty: 2725.606934
	Iteration 19Q: 3 clusters Score -1201356 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1201387.250000 Penalty: 2725.606934
	Iteration 20F: 3 clusters Score -1201387 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1201412.875000 Penalty: 2725.606934
	Iteration 21Q: 3 clusters Score -1201413 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1201436.500000 Penalty: 2725.606934
	Iteration 22Q: 3 clusters Score -1201436 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1201451.000000 Penalty: 2725.606934
	Iteration 23Q: 3 clusters Score -1201451 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1201465.375000 Penalty: 2725.606934
	Iteration 24Q: 3 clusters Score -1201465 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1201476.875000 Penalty: 2725.606934
	Iteration 25Q: 3 clusters Score -1201477 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1201487.625000 Penalty: 2725.606934
	Iteration 26Q: 3 clusters Score -1201488 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1201500.125000 Penalty: 2725.606934
	Iteration 27Q: 3 clusters Score -1201500 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1201502.625000 Penalty: 2725.606934
	Iteration 28Q: 3 clusters Score -1201503 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1201507.125000 Penalty: 2725.606934
	Iteration 29Q: 3 clusters Score -1201507 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1201514.375000 Penalty: 2725.606934
	Iteration 30Q: 3 clusters Score -1201514 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1201515.875000 Penalty: 2725.606934
	Iteration 31Q: 3 clusters Score -1201516 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1201522.125000 Penalty: 2725.606934
	Iteration 32Q: 3 clusters Score -1201522 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1201528.250000 Penalty: 2725.606934
	Iteration 33Q: 3 clusters Score -1201528 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1201529.875000 Penalty: 2725.606934
	Iteration 34Q: 3 clusters Score -1201530 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1201532.625000 Penalty: 2725.606934
	Iteration 35Q: 3 clusters Score -1201533 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1201536.625000 Penalty: 2725.606934
	Iteration 36Q: 3 clusters Score -1201537 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1201538.250000 Penalty: 2725.606934
	Iteration 37Q: 3 clusters Score -1201538 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1201539.125000 Penalty: 2725.606934
	Iteration 38Q: 3 clusters Score -1201539 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1201545.750000 Penalty: 2725.606934
	Iteration 39Q: 3 clusters Score -1201546 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1201547.750000 Penalty: 2725.606934
	Iteration 40F: 3 clusters Score -1201548 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1201553.750000 Penalty: 2725.606934
	Iteration 41Q: 3 clusters Score -1201554 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1201556.875000 Penalty: 2725.606934
	Iteration 42Q: 3 clusters Score -1201557 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1201566.250000 Penalty: 2725.606934
	Iteration 43Q: 3 clusters Score -1201566 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1201580.250000 Penalty: 2725.606934
	Iteration 44Q: 3 clusters Score -1201580 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1201592.375000 Penalty: 2725.606934
	Iteration 45Q: 3 clusters Score -1201592 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1201603.125000 Penalty: 2725.606934
	Iteration 46Q: 3 clusters Score -1201603 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1201614.500000 Penalty: 2725.606934
	Iteration 47Q: 3 clusters Score -1201614 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1201623.875000 Penalty: 2725.606934
	Iteration 48Q: 3 clusters Score -1201624 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1201634.500000 Penalty: 2725.606934
	Iteration 49Q: 3 clusters Score -1201634 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1201648.750000 Penalty: 2725.606934
	Iteration 50Q: 3 clusters Score -1201649 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1201658.750000 Penalty: 2725.606934
	Iteration 51Q: 3 clusters Score -1201659 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1201660.375000 Penalty: 2725.606934
	Iteration 52Q: 3 clusters Score -1201660 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1201663.625000 Penalty: 2725.606934
	Iteration 53Q: 3 clusters Score -1201664 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1201674.250000 Penalty: 2725.606934
	Iteration 54Q: 3 clusters Score -1201674 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1201681.375000 Penalty: 2725.606934
	Iteration 55Q: 3 clusters Score -1201681 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1201697.375000 Penalty: 2725.606934
	Iteration 56Q: 3 clusters Score -1201697 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1201712.375000 Penalty: 2725.606934
	Iteration 57Q: 3 clusters Score -1201712 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1201736.125000 Penalty: 2725.606934
	Iteration 58Q: 3 clusters Score -1201736 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1201774.750000 Penalty: 2725.606934
	Iteration 59Q: 3 clusters Score -1201775 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1201812.875000 Penalty: 2725.606934
	Iteration 60F: 3 clusters Score -1201813 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1201869.000000 Penalty: 2725.606934
	Iteration 61Q: 3 clusters Score -1201869 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1201915.250000 Penalty: 2725.606934
	Iteration 62Q: 3 clusters Score -1201915 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1201953.125000 Penalty: 2725.606934
	Iteration 63Q: 3 clusters Score -1201953 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1201994.875000 Penalty: 2725.606934
	Iteration 64Q: 3 clusters Score -1201995 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1202050.625000 Penalty: 2725.606934
	Iteration 65Q: 3 clusters Score -1202051 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1202125.500000 Penalty: 2725.606934
	Iteration 66Q: 3 clusters Score -1202126 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1202196.125000 Penalty: 2725.606934
	Iteration 67Q: 3 clusters Score -1202196 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1202268.375000 Penalty: 2725.606934
	Iteration 68Q: 3 clusters Score -1202268 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1202317.375000 Penalty: 2725.606934
	Iteration 69Q: 3 clusters Score -1202317 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1202377.125000 Penalty: 2725.606934
	Iteration 70Q: 3 clusters Score -1202377 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1202440.250000 Penalty: 2725.606934
	Iteration 71Q: 3 clusters Score -1202440 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1202506.375000 Penalty: 2725.606934
	Iteration 72Q: 3 clusters Score -1202506 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1202562.000000 Penalty: 2725.606934
	Iteration 73Q: 3 clusters Score -1202562 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1202622.875000 Penalty: 2725.606934
	Iteration 74Q: 3 clusters Score -1202623 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1202671.500000 Penalty: 2725.606934
	Iteration 75Q: 3 clusters Score -1202672 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1202700.500000 Penalty: 2725.606934
	Iteration 76Q: 3 clusters Score -1202700 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1202729.500000 Penalty: 2725.606934
	Iteration 77Q: 3 clusters Score -1202730 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1202746.875000 Penalty: 2725.606934
	Iteration 78Q: 3 clusters Score -1202747 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1202758.125000 Penalty: 2725.606934
	Iteration 79Q: 3 clusters Score -1202758 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1202767.250000 Penalty: 2725.606934
	Iteration 80F: 3 clusters Score -1202767 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1202774.750000 Penalty: 2725.606934
	Iteration 81Q: 3 clusters Score -1202775 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1202783.875000 Penalty: 2725.606934
	Iteration 82Q: 3 clusters Score -1202784 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1202792.500000 Penalty: 2725.606934
	Iteration 83Q: 3 clusters Score -1202792 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1202800.250000 Penalty: 2725.606934
	Iteration 84Q: 3 clusters Score -1202800 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1202806.250000 Penalty: 2725.606934
	Iteration 85Q: 3 clusters Score -1202806 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1202811.250000 Penalty: 2725.606934
	Iteration 86Q: 3 clusters Score -1202811 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1202818.250000 Penalty: 2725.606934
	Iteration 87Q: 3 clusters Score -1202818 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1202826.750000 Penalty: 2725.606934
	Iteration 88Q: 3 clusters Score -1202827 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1202834.625000 Penalty: 2725.606934
	Iteration 89Q: 3 clusters Score -1202835 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1202841.000000 Penalty: 2725.606934
	Iteration 90Q: 3 clusters Score -1202841 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1202849.125000 Penalty: 2725.606934
	Iteration 91Q: 3 clusters Score -1202849 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1202855.750000 Penalty: 2725.606934
	Iteration 92Q: 3 clusters Score -1202856 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1202869.875000 Penalty: 2725.606934
	Iteration 93Q: 3 clusters Score -1202870 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1202880.250000 Penalty: 2725.606934
	Iteration 94Q: 3 clusters Score -1202880 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1202891.750000 Penalty: 2725.606934
	Iteration 95Q: 3 clusters Score -1202892 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -1202900.250000 Penalty: 2725.606934
	Iteration 96Q: 3 clusters Score -1202900 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1202906.125000 Penalty: 2725.606934
	Iteration 97Q: 3 clusters Score -1202906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1202911.750000 Penalty: 2725.606934
	Iteration 98Q: 3 clusters Score -1202912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1202916.125000 Penalty: 2725.606934
	Iteration 99Q: 3 clusters Score -1202916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1202921.375000 Penalty: 2725.606934
	Iteration 100F: 3 clusters Score -1202921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1202921.500000 Penalty: 2725.606934
	Iteration 101Q: 3 clusters Score -1202922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1202924.625000 Penalty: 2725.606934
	Iteration 102Q: 3 clusters Score -1202925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1202927.875000 Penalty: 2725.606934
	Iteration 103Q: 3 clusters Score -1202928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1202930.375000 Penalty: 2725.606934
	Iteration 104Q: 3 clusters Score -1202930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1202929.250000 Penalty: 2725.606934
	Iteration 105Q: 3 clusters Score -1202929 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1202929.250000 Penalty: 2725.606934
	Iteration 106F: 3 clusters Score -1202929 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (22034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22034 members 
Entering Unmasked Estep 
Score: -2788099.750000 Penalty: 1488.051025
	Iteration 0F: 2 clusters Score -2788100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -2773577.250000 Penalty: 2976.102051
	Iteration 0F: 3 clusters Score -2773577 nChanged 9828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -2778968.500000 Penalty: 2976.102051
	Iteration 1F: 3 clusters Score -2778968 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -2779430.000000 Penalty: 2976.102051
	Iteration 2F: 3 clusters Score -2779430 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -2779922.000000 Penalty: 2976.102051
	Iteration 3Q: 3 clusters Score -2779922 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -2780453.250000 Penalty: 2976.102051
	Iteration 4F: 3 clusters Score -2780453 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -2781078.000000 Penalty: 2976.102051
	Iteration 5F: 3 clusters Score -2781078 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -2781884.500000 Penalty: 2976.102051
	Iteration 6F: 3 clusters Score -2781884 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -2782911.000000 Penalty: 2976.102051
	Iteration 7F: 3 clusters Score -2782911 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -2784110.250000 Penalty: 2976.102051
	Iteration 8F: 3 clusters Score -2784110 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -2785170.500000 Penalty: 2976.102051
	Iteration 9F: 3 clusters Score -2785170 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -2786017.000000 Penalty: 2976.102051
	Iteration 10Q: 3 clusters Score -2786017 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -2786518.500000 Penalty: 2976.102051
	Iteration 11Q: 3 clusters Score -2786518 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 20386 members 
Entering Unmasked Estep 
Score: -2786799.750000 Penalty: 2976.102051
	Iteration 12Q: 3 clusters Score -2786800 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -2786970.250000 Penalty: 2976.102051
	Iteration 13Q: 3 clusters Score -2786970 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
Score: -2787085.250000 Penalty: 2976.102051
	Iteration 14Q: 3 clusters Score -2787085 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -2787162.500000 Penalty: 2976.102051
	Iteration 15Q: 3 clusters Score -2787162 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
Score: -2787195.500000 Penalty: 2976.102051
	Iteration 16Q: 3 clusters Score -2787196 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -2787216.500000 Penalty: 2976.102051
	Iteration 17Q: 3 clusters Score -2787216 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -2787226.750000 Penalty: 2976.102051
	Iteration 18Q: 3 clusters Score -2787227 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -2787245.750000 Penalty: 2976.102051
	Iteration 19Q: 3 clusters Score -2787246 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
Score: -2787247.000000 Penalty: 2976.102051
	Iteration 20F: 3 clusters Score -2787247 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
Score: -2787264.000000 Penalty: 2976.102051
	Iteration 21Q: 3 clusters Score -2787264 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -2787273.750000 Penalty: 2976.102051
	Iteration 22Q: 3 clusters Score -2787274 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -2787287.750000 Penalty: 2976.102051
	Iteration 23Q: 3 clusters Score -2787288 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -2787287.750000 Penalty: 2976.102051
	Iteration 24Q: 3 clusters Score -2787288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -2787291.000000 Penalty: 2976.102051
	Iteration 25Q: 3 clusters Score -2787291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 20935 members 
Entering Unmasked Estep 
Score: -2787293.500000 Penalty: 2976.102051
	Iteration 26Q: 3 clusters Score -2787294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
Score: -2787299.500000 Penalty: 2976.102051
	Iteration 27Q: 3 clusters Score -2787300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -2787299.750000 Penalty: 2976.102051
	Iteration 28Q: 3 clusters Score -2787300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 20952 members 
Entering Unmasked Estep 
Score: -2787303.000000 Penalty: 2976.102051
	Iteration 29Q: 3 clusters Score -2787303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -2787305.500000 Penalty: 2976.102051
	Iteration 30Q: 3 clusters Score -2787306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -2787301.500000 Penalty: 2976.102051
	Iteration 31Q: 3 clusters Score -2787302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -2787304.750000 Penalty: 2976.102051
	Iteration 32Q: 3 clusters Score -2787305 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -2787304.750000 Penalty: 2976.102051
	Iteration 33F: 3 clusters Score -2787305 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (11064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Entering Unmasked Estep 
Score: -1478178.875000 Penalty: 1385.544067
	Iteration 0F: 2 clusters Score -1478179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1470752.250000 Penalty: 2771.088135
	Iteration 0F: 3 clusters Score -1470752 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1473152.625000 Penalty: 2771.088135
	Iteration 1F: 3 clusters Score -1473153 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1473426.250000 Penalty: 2771.088135
	Iteration 2F: 3 clusters Score -1473426 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1473598.750000 Penalty: 2771.088135
	Iteration 3Q: 3 clusters Score -1473599 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1473729.875000 Penalty: 2771.088135
	Iteration 4Q: 3 clusters Score -1473730 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1473826.125000 Penalty: 2771.088135
	Iteration 5Q: 3 clusters Score -1473826 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1473905.250000 Penalty: 2771.088135
	Iteration 6Q: 3 clusters Score -1473905 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1473966.625000 Penalty: 2771.088135
	Iteration 7Q: 3 clusters Score -1473967 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1474014.625000 Penalty: 2771.088135
	Iteration 8Q: 3 clusters Score -1474015 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1474052.250000 Penalty: 2771.088135
	Iteration 9Q: 3 clusters Score -1474052 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1474101.875000 Penalty: 2771.088135
	Iteration 10Q: 3 clusters Score -1474102 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1474144.250000 Penalty: 2771.088135
	Iteration 11Q: 3 clusters Score -1474144 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1474194.500000 Penalty: 2771.088135
	Iteration 12Q: 3 clusters Score -1474194 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1474257.750000 Penalty: 2771.088135
	Iteration 13Q: 3 clusters Score -1474258 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1474328.875000 Penalty: 2771.088135
	Iteration 14Q: 3 clusters Score -1474329 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1474414.625000 Penalty: 2771.088135
	Iteration 15Q: 3 clusters Score -1474415 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1474522.875000 Penalty: 2771.088135
	Iteration 16Q: 3 clusters Score -1474523 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1474657.250000 Penalty: 2771.088135
	Iteration 17Q: 3 clusters Score -1474657 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1474836.125000 Penalty: 2771.088135
	Iteration 18Q: 3 clusters Score -1474836 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1475049.000000 Penalty: 2771.088135
	Iteration 19Q: 3 clusters Score -1475049 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1475314.125000 Penalty: 2771.088135
	Iteration 20F: 3 clusters Score -1475314 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1475637.250000 Penalty: 2771.088135
	Iteration 21Q: 3 clusters Score -1475637 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1475975.750000 Penalty: 2771.088135
	Iteration 22Q: 3 clusters Score -1475976 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -1476254.000000 Penalty: 2771.088135
	Iteration 23Q: 3 clusters Score -1476254 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1476481.250000 Penalty: 2771.088135
	Iteration 24Q: 3 clusters Score -1476481 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1476639.875000 Penalty: 2771.088135
	Iteration 25Q: 3 clusters Score -1476640 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -1476754.750000 Penalty: 2771.088135
	Iteration 26Q: 3 clusters Score -1476755 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -1476848.500000 Penalty: 2771.088135
	Iteration 27Q: 3 clusters Score -1476848 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -1476909.250000 Penalty: 2771.088135
	Iteration 28Q: 3 clusters Score -1476909 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -1476945.875000 Penalty: 2771.088135
	Iteration 29Q: 3 clusters Score -1476946 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -1476971.625000 Penalty: 2771.088135
	Iteration 30Q: 3 clusters Score -1476972 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -1476993.750000 Penalty: 2771.088135
	Iteration 31Q: 3 clusters Score -1476994 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1477013.750000 Penalty: 2771.088135
	Iteration 32Q: 3 clusters Score -1477014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -1477021.375000 Penalty: 2771.088135
	Iteration 33Q: 3 clusters Score -1477021 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -1477031.375000 Penalty: 2771.088135
	Iteration 34Q: 3 clusters Score -1477031 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -1477044.000000 Penalty: 2771.088135
	Iteration 35Q: 3 clusters Score -1477044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -1477056.375000 Penalty: 2771.088135
	Iteration 36Q: 3 clusters Score -1477056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -1477067.375000 Penalty: 2771.088135
	Iteration 37Q: 3 clusters Score -1477067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1477080.125000 Penalty: 2771.088135
	Iteration 38Q: 3 clusters Score -1477080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -1477094.625000 Penalty: 2771.088135
	Iteration 39Q: 3 clusters Score -1477095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -1477096.500000 Penalty: 2771.088135
	Iteration 40F: 3 clusters Score -1477096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -1477099.875000 Penalty: 2771.088135
	Iteration 41Q: 3 clusters Score -1477100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -1477102.500000 Penalty: 2771.088135
	Iteration 42Q: 3 clusters Score -1477102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1477104.000000 Penalty: 2771.088135
	Iteration 43Q: 3 clusters Score -1477104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1477104.000000 Penalty: 2771.088135
	Iteration 44F: 3 clusters Score -1477104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (49268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49268 members 
Entering Unmasked Estep 
Score: -6250215.000000 Penalty: 1607.788452
	Iteration 0F: 2 clusters Score -6250215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24515 members 
Mstep: Class 2 contains 24753 members 
Entering Unmasked Estep 
Score: -6218836.500000 Penalty: 3215.576904
	Iteration 0F: 3 clusters Score -6218836 nChanged 22768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23483 members 
Mstep: Class 2 contains 25785 members 
Entering Unmasked Estep 
Score: -6231356.000000 Penalty: 3215.576904
	Iteration 1F: 3 clusters Score -6231356 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22615 members 
Mstep: Class 2 contains 26653 members 
Entering Unmasked Estep 
Score: -6231987.500000 Penalty: 3215.576904
	Iteration 2Q: 3 clusters Score -6231988 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21405 members 
Mstep: Class 2 contains 27863 members 
Entering Unmasked Estep 
Score: -6232664.500000 Penalty: 3215.576904
	Iteration 3Q: 3 clusters Score -6232664 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 29478 members 
Entering Unmasked Estep 
Score: -6233579.000000 Penalty: 3215.576904
	Iteration 4Q: 3 clusters Score -6233579 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 31769 members 
Entering Unmasked Estep 
Score: -6234927.500000 Penalty: 3215.576904
	Iteration 5F: 3 clusters Score -6234928 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 34754 members 
Entering Unmasked Estep 
Score: -6236948.500000 Penalty: 3215.576904
	Iteration 6F: 3 clusters Score -6236948 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 38349 members 
Entering Unmasked Estep 
Score: -6239751.500000 Penalty: 3215.576904
	Iteration 7F: 3 clusters Score -6239752 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 42034 members 
Entering Unmasked Estep 
Score: -6242902.500000 Penalty: 3215.576904
	Iteration 8F: 3 clusters Score -6242902 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 45084 members 
Entering Unmasked Estep 
Score: -6245563.500000 Penalty: 3215.576904
	Iteration 9F: 3 clusters Score -6245564 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 47023 members 
Entering Unmasked Estep 
Score: -6247175.000000 Penalty: 3215.576904
	Iteration 10Q: 3 clusters Score -6247175 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 48067 members 
Entering Unmasked Estep 
Score: -6248067.500000 Penalty: 3215.576904
	Iteration 11Q: 3 clusters Score -6248068 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 48534 members 
Entering Unmasked Estep 
Score: -6248465.000000 Penalty: 3215.576904
	Iteration 12Q: 3 clusters Score -6248465 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 48724 members 
Entering Unmasked Estep 
Score: -6248644.000000 Penalty: 3215.576904
	Iteration 13Q: 3 clusters Score -6248644 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 48822 members 
Entering Unmasked Estep 
Score: -6248794.000000 Penalty: 3215.576904
	Iteration 14Q: 3 clusters Score -6248794 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 48872 members 
Entering Unmasked Estep 
Score: -6248859.000000 Penalty: 3215.576904
	Iteration 15Q: 3 clusters Score -6248859 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 48900 members 
Entering Unmasked Estep 
Score: -6248932.000000 Penalty: 3215.576904
	Iteration 16Q: 3 clusters Score -6248932 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 48912 members 
Entering Unmasked Estep 
Score: -6248948.000000 Penalty: 3215.576904
	Iteration 17Q: 3 clusters Score -6248948 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 48926 members 
Entering Unmasked Estep 
Score: -6248962.000000 Penalty: 3215.576904
	Iteration 18Q: 3 clusters Score -6248962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 48932 members 
Entering Unmasked Estep 
Score: -6248978.000000 Penalty: 3215.576904
	Iteration 19Q: 3 clusters Score -6248978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 48934 members 
Entering Unmasked Estep 
Score: -6248978.000000 Penalty: 3215.576904
	Iteration 20F: 3 clusters Score -6248978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 48938 members 
Entering Unmasked Estep 
Score: -6248982.500000 Penalty: 3215.576904
	Iteration 21Q: 3 clusters Score -6248982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 48939 members 
Entering Unmasked Estep 
Score: -6248981.500000 Penalty: 3215.576904
	Iteration 22Q: 3 clusters Score -6248982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 48942 members 
Entering Unmasked Estep 
Score: -6248987.000000 Penalty: 3215.576904
	Iteration 23Q: 3 clusters Score -6248987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 48944 members 
Entering Unmasked Estep 
Score: -6248995.000000 Penalty: 3215.576904
	Iteration 24Q: 3 clusters Score -6248995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 48944 members 
Entering Unmasked Estep 
Score: -6248997.500000 Penalty: 3215.576904
	Iteration 25Q: 3 clusters Score -6248998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 48945 members 
Entering Unmasked Estep 
Score: -6249006.000000 Penalty: 3215.576904
	Iteration 26Q: 3 clusters Score -6249006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 48949 members 
Entering Unmasked Estep 
Score: -6248999.500000 Penalty: 3215.576904
	Iteration 27Q: 3 clusters Score -6249000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 48950 members 
Entering Unmasked Estep 
Score: -6249003.500000 Penalty: 3215.576904
	Iteration 28Q: 3 clusters Score -6249004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 48950 members 
Entering Unmasked Estep 
Score: -6249003.500000 Penalty: 3215.576904
	Iteration 29F: 3 clusters Score -6249004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Entering Unmasked Estep 
Score: -16287.263672 Penalty: 750.461670
	Iteration 0F: 2 clusters Score -16287.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -15803.865234 Penalty: 1500.923340
	Iteration 0F: 3 clusters Score -15803.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -15858.776367 Penalty: 1500.923340
	Iteration 1F: 3 clusters Score -15858.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Entering Unmasked Estep 
Score: -29082.914062 Penalty: 912.326538
	Iteration 0F: 2 clusters Score -29082.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -28347.753906 Penalty: 1824.653076
	Iteration 0F: 3 clusters Score -28347.75 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -28803.730469 Penalty: 1824.653076
	Iteration 1F: 3 clusters Score -28803.73 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -28999.169922 Penalty: 1824.653076
	Iteration 2F: 3 clusters Score -28999.17 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -29043.912109 Penalty: 1824.653076
	Iteration 3Q: 3 clusters Score -29043.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -29071.263672 Penalty: 1824.653076
	Iteration 4Q: 3 clusters Score -29071.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -29081.580078 Penalty: 1824.653076
	Iteration 5Q: 3 clusters Score -29081.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -29087.263672 Penalty: 1824.653076
	Iteration 6Q: 3 clusters Score -29087.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -29097.718750 Penalty: 1824.653076
	Iteration 7Q: 3 clusters Score -29097.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -29114.878906 Penalty: 1824.653076
	Iteration 8Q: 3 clusters Score -29114.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -29121.259766 Penalty: 1824.653076
	Iteration 9Q: 3 clusters Score -29121.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -29133.333984 Penalty: 1824.653076
	Iteration 10Q: 3 clusters Score -29133.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -29134.027344 Penalty: 1824.653076
	Iteration 11Q: 3 clusters Score -29134.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -29134.027344 Penalty: 1824.653076
	Iteration 12F: 3 clusters Score -29134.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 40768 members 
Mstep: Class 3 contains 4218 members 
Mstep: Class 4 contains 69324 members 
Mstep: Class 5 contains 11646 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33785 members 
Mstep: Class 8 contains 11120 members 
Mstep: Class 9 contains 26334 members 
Mstep: Class 10 contains 2399 members 
Mstep: Class 11 contains 25606 members 
Mstep: Class 12 contains 1554 members 
Mstep: Class 13 contains 4560 members 
Mstep: Class 14 contains 67456 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2744 members 
Mstep: Class 17 contains 9126 members 
Mstep: Class 18 contains 22331 members 
Mstep: Class 19 contains 7556 members 
Mstep: Class 20 contains 6944 members 
Mstep: Class 21 contains 21812 members 
Mstep: Class 22 contains 19146 members 
Mstep: Class 23 contains 18821 members 
Mstep: Class 24 contains 53457 members 
Mstep: Class 25 contains 2572 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6020 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9496 members 
Mstep: Class 30 contains 22034 members 
Mstep: Class 31 contains 11064 members 
Mstep: Class 32 contains 49268 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 241 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 57955 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2398 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11671 members 
Mstep: Class 43 contains 657 members 
Mstep: Class 44 contains 219 members 
Entering Unmasked Estep 
Score: -81026960.000000 Penalty: 87800.648438
Splitting cluster 34 changes total score from -81027880.000000 to -81026960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (5739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Entering Unmasked Estep 
Score: -726541.187500 Penalty: 1287.870117
	Iteration 0F: 2 clusters Score -726541.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -722358.875000 Penalty: 2575.740234
	Iteration 0F: 3 clusters Score -722358.9 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -723604.750000 Penalty: 2575.740234
	Iteration 1F: 3 clusters Score -723604.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -723818.375000 Penalty: 2575.740234
	Iteration 2F: 3 clusters Score -723818.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -723958.687500 Penalty: 2575.740234
	Iteration 3Q: 3 clusters Score -723958.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -724061.375000 Penalty: 2575.740234
	Iteration 4Q: 3 clusters Score -724061.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -724140.750000 Penalty: 2575.740234
	Iteration 5Q: 3 clusters Score -724140.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -724207.437500 Penalty: 2575.740234
	Iteration 6Q: 3 clusters Score -724207.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -724270.687500 Penalty: 2575.740234
	Iteration 7Q: 3 clusters Score -724270.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -724336.687500 Penalty: 2575.740234
	Iteration 8Q: 3 clusters Score -724336.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -724412.562500 Penalty: 2575.740234
	Iteration 9Q: 3 clusters Score -724412.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -724494.187500 Penalty: 2575.740234
	Iteration 10Q: 3 clusters Score -724494.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -724576.500000 Penalty: 2575.740234
	Iteration 11Q: 3 clusters Score -724576.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -724661.437500 Penalty: 2575.740234
	Iteration 12Q: 3 clusters Score -724661.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -724736.625000 Penalty: 2575.740234
	Iteration 13Q: 3 clusters Score -724736.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -724825.812500 Penalty: 2575.740234
	Iteration 14Q: 3 clusters Score -724825.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -724893.062500 Penalty: 2575.740234
	Iteration 15Q: 3 clusters Score -724893.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -724966.750000 Penalty: 2575.740234
	Iteration 16Q: 3 clusters Score -724966.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -725045.062500 Penalty: 2575.740234
	Iteration 17Q: 3 clusters Score -725045.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -725110.750000 Penalty: 2575.740234
	Iteration 18Q: 3 clusters Score -725110.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -725159.687500 Penalty: 2575.740234
	Iteration 19Q: 3 clusters Score -725159.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -725201.000000 Penalty: 2575.740234
	Iteration 20F: 3 clusters Score -725201 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -725229.750000 Penalty: 2575.740234
	Iteration 21Q: 3 clusters Score -725229.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -725259.000000 Penalty: 2575.740234
	Iteration 22Q: 3 clusters Score -725259 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -725288.562500 Penalty: 2575.740234
	Iteration 23Q: 3 clusters Score -725288.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -725331.750000 Penalty: 2575.740234
	Iteration 24Q: 3 clusters Score -725331.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -725362.500000 Penalty: 2575.740234
	Iteration 25Q: 3 clusters Score -725362.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -725377.250000 Penalty: 2575.740234
	Iteration 26Q: 3 clusters Score -725377.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -725388.312500 Penalty: 2575.740234
	Iteration 27Q: 3 clusters Score -725388.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -725408.937500 Penalty: 2575.740234
	Iteration 28Q: 3 clusters Score -725408.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -725423.562500 Penalty: 2575.740234
	Iteration 29Q: 3 clusters Score -725423.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -725443.375000 Penalty: 2575.740234
	Iteration 30Q: 3 clusters Score -725443.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -725462.562500 Penalty: 2575.740234
	Iteration 31Q: 3 clusters Score -725462.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -725478.375000 Penalty: 2575.740234
	Iteration 32Q: 3 clusters Score -725478.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -725484.812500 Penalty: 2575.740234
	Iteration 33Q: 3 clusters Score -725484.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -725490.750000 Penalty: 2575.740234
	Iteration 34Q: 3 clusters Score -725490.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -725493.875000 Penalty: 2575.740234
	Iteration 35Q: 3 clusters Score -725493.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -725501.187500 Penalty: 2575.740234
	Iteration 36Q: 3 clusters Score -725501.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -725507.812500 Penalty: 2575.740234
	Iteration 37Q: 3 clusters Score -725507.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -725511.000000 Penalty: 2575.740234
	Iteration 38Q: 3 clusters Score -725511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -725514.875000 Penalty: 2575.740234
	Iteration 39Q: 3 clusters Score -725514.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -725514.875000 Penalty: 2575.740234
	Iteration 40F: 3 clusters Score -725514.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Entering Unmasked Estep 
Score: -43915.148438 Penalty: 923.238220
	Iteration 0F: 2 clusters Score -43915.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -43049.464844 Penalty: 1846.476440
	Iteration 0F: 3 clusters Score -43049.46 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -43260.234375 Penalty: 1846.476440
	Iteration 1F: 3 clusters Score -43260.23 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -43351.464844 Penalty: 1846.476440
	Iteration 2F: 3 clusters Score -43351.46 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -43408.796875 Penalty: 1846.476440
	Iteration 3Q: 3 clusters Score -43408.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -43430.375000 Penalty: 1846.476440
	Iteration 4Q: 3 clusters Score -43430.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -43450.691406 Penalty: 1846.476440
	Iteration 5Q: 3 clusters Score -43450.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -43505.714844 Penalty: 1846.476440
	Iteration 6Q: 3 clusters Score -43505.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -43565.496094 Penalty: 1846.476440
	Iteration 7Q: 3 clusters Score -43565.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -43641.121094 Penalty: 1846.476440
	Iteration 8Q: 3 clusters Score -43641.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -43724.261719 Penalty: 1846.476440
	Iteration 9Q: 3 clusters Score -43724.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -43758.980469 Penalty: 1846.476440
	Iteration 10Q: 3 clusters Score -43758.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -43785.851562 Penalty: 1846.476440
	Iteration 11Q: 3 clusters Score -43785.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -43814.675781 Penalty: 1846.476440
	Iteration 12Q: 3 clusters Score -43814.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -43827.648438 Penalty: 1846.476440
	Iteration 13Q: 3 clusters Score -43827.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -43834.890625 Penalty: 1846.476440
	Iteration 14Q: 3 clusters Score -43834.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -43839.035156 Penalty: 1846.476440
	Iteration 15Q: 3 clusters Score -43839.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -43839.035156 Penalty: 1846.476440
	Iteration 16F: 3 clusters Score -43839.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Entering Unmasked Estep 
Score: -123947.906250 Penalty: 1036.403931
	Iteration 0F: 2 clusters Score -123947.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -122627.148438 Penalty: 2072.807861
	Iteration 0F: 3 clusters Score -122627.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -122930.476562 Penalty: 2072.807861
	Iteration 1F: 3 clusters Score -122930.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -123025.031250 Penalty: 2072.807861
	Iteration 2F: 3 clusters Score -123025 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -123070.726562 Penalty: 2072.807861
	Iteration 3Q: 3 clusters Score -123070.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -123087.335938 Penalty: 2072.807861
	Iteration 4Q: 3 clusters Score -123087.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -123101.578125 Penalty: 2072.807861
	Iteration 5Q: 3 clusters Score -123101.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -123111.109375 Penalty: 2072.807861
	Iteration 6Q: 3 clusters Score -123111.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -123113.429688 Penalty: 2072.807861
	Iteration 7Q: 3 clusters Score -123113.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -123115.609375 Penalty: 2072.807861
	Iteration 8Q: 3 clusters Score -123115.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -123121.351562 Penalty: 2072.807861
	Iteration 9Q: 3 clusters Score -123121.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -123124.203125 Penalty: 2072.807861
	Iteration 10Q: 3 clusters Score -123124.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -123129.289062 Penalty: 2072.807861
	Iteration 11Q: 3 clusters Score -123129.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -123131.406250 Penalty: 2072.807861
	Iteration 12Q: 3 clusters Score -123131.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -123131.843750 Penalty: 2072.807861
	Iteration 13Q: 3 clusters Score -123131.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -123131.843750 Penalty: 2072.807861
	Iteration 14F: 3 clusters Score -123131.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (57955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57955 members 
Entering Unmasked Estep 
Score: -7371786.500000 Penalty: 1631.952515
	Iteration 0F: 2 clusters Score -7371786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29108 members 
Mstep: Class 2 contains 28847 members 
Entering Unmasked Estep 
Score: -7335302.000000 Penalty: 3263.905029
	Iteration 0F: 3 clusters Score -7335302 nChanged 27017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30081 members 
Mstep: Class 2 contains 27874 members 
Entering Unmasked Estep 
Score: -7350563.000000 Penalty: 3263.905029
	Iteration 1F: 3 clusters Score -7350563 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30778 members 
Mstep: Class 2 contains 27177 members 
Entering Unmasked Estep 
Score: -7351276.000000 Penalty: 3263.905029
	Iteration 2Q: 3 clusters Score -7351276 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31782 members 
Mstep: Class 2 contains 26173 members 
Entering Unmasked Estep 
Score: -7352099.500000 Penalty: 3263.905029
	Iteration 3Q: 3 clusters Score -7352100 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33190 members 
Mstep: Class 2 contains 24765 members 
Entering Unmasked Estep 
Score: -7353076.000000 Penalty: 3263.905029
	Iteration 4Q: 3 clusters Score -7353076 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35051 members 
Mstep: Class 2 contains 22904 members 
Entering Unmasked Estep 
Score: -7354492.000000 Penalty: 3263.905029
	Iteration 5Q: 3 clusters Score -7354492 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37497 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -7356263.500000 Penalty: 3263.905029
	Iteration 6F: 3 clusters Score -7356264 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40422 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -7358422.000000 Penalty: 3263.905029
	Iteration 7F: 3 clusters Score -7358422 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43581 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -7360683.000000 Penalty: 3263.905029
	Iteration 8F: 3 clusters Score -7360683 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46759 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -7362954.500000 Penalty: 3263.905029
	Iteration 9F: 3 clusters Score -7362954 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49558 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -7364910.000000 Penalty: 3263.905029
	Iteration 10F: 3 clusters Score -7364910 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51876 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -7366503.000000 Penalty: 3263.905029
	Iteration 11Q: 3 clusters Score -7366503 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53673 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -7367788.000000 Penalty: 3263.905029
	Iteration 12Q: 3 clusters Score -7367788 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54919 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -7368734.000000 Penalty: 3263.905029
	Iteration 13Q: 3 clusters Score -7368734 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55770 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -7369364.500000 Penalty: 3263.905029
	Iteration 14Q: 3 clusters Score -7369364 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56257 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -7369680.500000 Penalty: 3263.905029
	Iteration 15Q: 3 clusters Score -7369680 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56550 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -7369870.500000 Penalty: 3263.905029
	Iteration 16Q: 3 clusters Score -7369870 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56756 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -7370016.000000 Penalty: 3263.905029
	Iteration 17Q: 3 clusters Score -7370016 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56886 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -7370128.500000 Penalty: 3263.905029
	Iteration 18Q: 3 clusters Score -7370128 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56979 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -7370197.500000 Penalty: 3263.905029
	Iteration 19Q: 3 clusters Score -7370198 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57055 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -7370259.000000 Penalty: 3263.905029
	Iteration 20F: 3 clusters Score -7370259 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57104 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -7370320.000000 Penalty: 3263.905029
	Iteration 21Q: 3 clusters Score -7370320 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57141 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -7370343.000000 Penalty: 3263.905029
	Iteration 22Q: 3 clusters Score -7370343 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57165 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -7370361.500000 Penalty: 3263.905029
	Iteration 23Q: 3 clusters Score -7370362 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57188 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -7370381.000000 Penalty: 3263.905029
	Iteration 24Q: 3 clusters Score -7370381 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57203 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -7370382.000000 Penalty: 3263.905029
	Iteration 25Q: 3 clusters Score -7370382 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57218 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -7370412.000000 Penalty: 3263.905029
	Iteration 26Q: 3 clusters Score -7370412 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57227 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -7370420.000000 Penalty: 3263.905029
	Iteration 27Q: 3 clusters Score -7370420 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57229 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -7370432.000000 Penalty: 3263.905029
	Iteration 28Q: 3 clusters Score -7370432 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57232 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -7370432.500000 Penalty: 3263.905029
	Iteration 29Q: 3 clusters Score -7370432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57235 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -7370442.500000 Penalty: 3263.905029
	Iteration 30Q: 3 clusters Score -7370442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57237 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -7370444.500000 Penalty: 3263.905029
	Iteration 31Q: 3 clusters Score -7370444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57241 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -7370445.500000 Penalty: 3263.905029
	Iteration 32Q: 3 clusters Score -7370446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57244 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -7370449.500000 Penalty: 3263.905029
	Iteration 33Q: 3 clusters Score -7370450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57249 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -7370458.500000 Penalty: 3263.905029
	Iteration 34Q: 3 clusters Score -7370458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57251 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -7370461.500000 Penalty: 3263.905029
	Iteration 35Q: 3 clusters Score -7370462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57256 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -7370466.500000 Penalty: 3263.905029
	Iteration 36Q: 3 clusters Score -7370466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57261 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -7370472.500000 Penalty: 3263.905029
	Iteration 37Q: 3 clusters Score -7370472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57261 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -7370472.500000 Penalty: 3263.905029
	Iteration 38F: 3 clusters Score -7370472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (16170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Entering Unmasked Estep 
Score: -2054200.250000 Penalty: 1442.007935
	Iteration 0F: 2 clusters Score -2054200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -2043637.375000 Penalty: 2884.015869
	Iteration 0F: 3 clusters Score -2043637 nChanged 6901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -2047247.750000 Penalty: 2884.015869
	Iteration 1F: 3 clusters Score -2047248 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -2047513.625000 Penalty: 2884.015869
	Iteration 2F: 3 clusters Score -2047514 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -2047702.625000 Penalty: 2884.015869
	Iteration 3Q: 3 clusters Score -2047703 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -2047850.500000 Penalty: 2884.015869
	Iteration 4Q: 3 clusters Score -2047850 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -2047989.500000 Penalty: 2884.015869
	Iteration 5Q: 3 clusters Score -2047990 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -2048090.000000 Penalty: 2884.015869
	Iteration 6Q: 3 clusters Score -2048090 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -2048172.250000 Penalty: 2884.015869
	Iteration 7Q: 3 clusters Score -2048172 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -2048260.500000 Penalty: 2884.015869
	Iteration 8Q: 3 clusters Score -2048260 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -2048336.875000 Penalty: 2884.015869
	Iteration 9Q: 3 clusters Score -2048337 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -2048412.000000 Penalty: 2884.015869
	Iteration 10Q: 3 clusters Score -2048412 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -2048474.625000 Penalty: 2884.015869
	Iteration 11Q: 3 clusters Score -2048475 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -2048537.750000 Penalty: 2884.015869
	Iteration 12Q: 3 clusters Score -2048538 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -2048581.250000 Penalty: 2884.015869
	Iteration 13Q: 3 clusters Score -2048581 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -2048625.000000 Penalty: 2884.015869
	Iteration 14Q: 3 clusters Score -2048625 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -2048669.500000 Penalty: 2884.015869
	Iteration 15Q: 3 clusters Score -2048670 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -2048724.875000 Penalty: 2884.015869
	Iteration 16Q: 3 clusters Score -2048725 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -2048785.875000 Penalty: 2884.015869
	Iteration 17Q: 3 clusters Score -2048786 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -2048849.625000 Penalty: 2884.015869
	Iteration 18Q: 3 clusters Score -2048850 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -2048932.000000 Penalty: 2884.015869
	Iteration 19Q: 3 clusters Score -2048932 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -2049019.375000 Penalty: 2884.015869
	Iteration 20F: 3 clusters Score -2049019 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -2049160.750000 Penalty: 2884.015869
	Iteration 21Q: 3 clusters Score -2049161 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -2049364.750000 Penalty: 2884.015869
	Iteration 22Q: 3 clusters Score -2049365 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -2049639.125000 Penalty: 2884.015869
	Iteration 23Q: 3 clusters Score -2049639 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -2049975.125000 Penalty: 2884.015869
	Iteration 24Q: 3 clusters Score -2049975 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -2050405.750000 Penalty: 2884.015869
	Iteration 25Q: 3 clusters Score -2050406 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -2050903.625000 Penalty: 2884.015869
	Iteration 26Q: 3 clusters Score -2050904 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -2051421.625000 Penalty: 2884.015869
	Iteration 27Q: 3 clusters Score -2051422 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -2051854.625000 Penalty: 2884.015869
	Iteration 28Q: 3 clusters Score -2051855 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2052222.250000 Penalty: 2884.015869
	Iteration 29Q: 3 clusters Score -2052222 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2052466.750000 Penalty: 2884.015869
	Iteration 30Q: 3 clusters Score -2052467 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2052656.875000 Penalty: 2884.015869
	Iteration 31Q: 3 clusters Score -2052657 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2052794.375000 Penalty: 2884.015869
	Iteration 32Q: 3 clusters Score -2052794 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2052885.000000 Penalty: 2884.015869
	Iteration 33Q: 3 clusters Score -2052885 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2052951.125000 Penalty: 2884.015869
	Iteration 34Q: 3 clusters Score -2052951 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2052990.625000 Penalty: 2884.015869
	Iteration 35Q: 3 clusters Score -2052991 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2053013.250000 Penalty: 2884.015869
	Iteration 36Q: 3 clusters Score -2053013 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2053027.875000 Penalty: 2884.015869
	Iteration 37Q: 3 clusters Score -2053028 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2053038.000000 Penalty: 2884.015869
	Iteration 38Q: 3 clusters Score -2053038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2053045.500000 Penalty: 2884.015869
	Iteration 39Q: 3 clusters Score -2053046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2053051.875000 Penalty: 2884.015869
	Iteration 40F: 3 clusters Score -2053052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2053059.375000 Penalty: 2884.015869
	Iteration 41Q: 3 clusters Score -2053059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2053067.250000 Penalty: 2884.015869
	Iteration 42Q: 3 clusters Score -2053067 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2053079.375000 Penalty: 2884.015869
	Iteration 43Q: 3 clusters Score -2053079 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2053085.250000 Penalty: 2884.015869
	Iteration 44Q: 3 clusters Score -2053085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2053083.875000 Penalty: 2884.015869
	Iteration 45Q: 3 clusters Score -2053084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2053087.250000 Penalty: 2884.015869
	Iteration 46Q: 3 clusters Score -2053087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2053088.875000 Penalty: 2884.015869
	Iteration 47Q: 3 clusters Score -2053089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2053091.250000 Penalty: 2884.015869
	Iteration 48Q: 3 clusters Score -2053091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2053091.125000 Penalty: 2884.015869
	Iteration 49Q: 3 clusters Score -2053091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2053093.500000 Penalty: 2884.015869
	Iteration 50Q: 3 clusters Score -2053094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2053093.500000 Penalty: 2884.015869
	Iteration 51F: 3 clusters Score -2053094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Entering Unmasked Estep 
Score: -290816.593750 Penalty: 1158.019653
	Iteration 0F: 2 clusters Score -290816.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -288702.437500 Penalty: 2316.039307
	Iteration 0F: 3 clusters Score -288702.4 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -289188.312500 Penalty: 2316.039307
	Iteration 1F: 3 clusters Score -289188.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -289322.281250 Penalty: 2316.039307
	Iteration 2F: 3 clusters Score -289322.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -289397.906250 Penalty: 2316.039307
	Iteration 3Q: 3 clusters Score -289397.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -289448.875000 Penalty: 2316.039307
	Iteration 4Q: 3 clusters Score -289448.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -289492.468750 Penalty: 2316.039307
	Iteration 5Q: 3 clusters Score -289492.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -289520.187500 Penalty: 2316.039307
	Iteration 6Q: 3 clusters Score -289520.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -289549.125000 Penalty: 2316.039307
	Iteration 7Q: 3 clusters Score -289549.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -289569.281250 Penalty: 2316.039307
	Iteration 8Q: 3 clusters Score -289569.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -289583.375000 Penalty: 2316.039307
	Iteration 9Q: 3 clusters Score -289583.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -289588.187500 Penalty: 2316.039307
	Iteration 10Q: 3 clusters Score -289588.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -289592.468750 Penalty: 2316.039307
	Iteration 11Q: 3 clusters Score -289592.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -289595.062500 Penalty: 2316.039307
	Iteration 12Q: 3 clusters Score -289595.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -289596.562500 Penalty: 2316.039307
	Iteration 13Q: 3 clusters Score -289596.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -289598.843750 Penalty: 2316.039307
	Iteration 14Q: 3 clusters Score -289598.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -289599.312500 Penalty: 2316.039307
	Iteration 15Q: 3 clusters Score -289599.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -289602.343750 Penalty: 2316.039307
	Iteration 16Q: 3 clusters Score -289602.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -289603.281250 Penalty: 2316.039307
	Iteration 17Q: 3 clusters Score -289603.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -289604.812500 Penalty: 2316.039307
	Iteration 18Q: 3 clusters Score -289604.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -289606.281250 Penalty: 2316.039307
	Iteration 19Q: 3 clusters Score -289606.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -289611.937500 Penalty: 2316.039307
	Iteration 20F: 3 clusters Score -289611.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -289616.375000 Penalty: 2316.039307
	Iteration 21Q: 3 clusters Score -289616.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -289619.187500 Penalty: 2316.039307
	Iteration 22Q: 3 clusters Score -289619.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -289622.750000 Penalty: 2316.039307
	Iteration 23Q: 3 clusters Score -289622.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -289624.312500 Penalty: 2316.039307
	Iteration 24Q: 3 clusters Score -289624.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -289626.593750 Penalty: 2316.039307
	Iteration 25Q: 3 clusters Score -289626.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -289628.375000 Penalty: 2316.039307
	Iteration 26Q: 3 clusters Score -289628.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -289629.718750 Penalty: 2316.039307
	Iteration 27Q: 3 clusters Score -289629.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -289629.718750 Penalty: 2316.039307
	Iteration 28F: 3 clusters Score -289629.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Entering Unmasked Estep 
Score: -22859.521484 Penalty: 840.567383
	Iteration 0F: 2 clusters Score -22859.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -22332.550781 Penalty: 1681.134766
	Iteration 0F: 3 clusters Score -22332.55 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -22744.216797 Penalty: 1681.134766
	Iteration 1F: 3 clusters Score -22744.22 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -23017.876953 Penalty: 1681.134766
	Iteration 2F: 3 clusters Score -23017.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -23355.960938 Penalty: 1681.134766
	Iteration 3Q: 3 clusters Score -23355.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -23409.369141 Penalty: 1681.134766
	Iteration 4Q: 3 clusters Score -23409.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -23439.214844 Penalty: 1681.134766
	Iteration 5Q: 3 clusters Score -23439.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -23461.437500 Penalty: 1681.134766
	Iteration 6Q: 3 clusters Score -23461.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -23461.437500 Penalty: 1681.134766
	Iteration 7F: 3 clusters Score -23461.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 40768 members 
Mstep: Class 3 contains 4218 members 
Mstep: Class 4 contains 69324 members 
Mstep: Class 5 contains 11646 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33785 members 
Mstep: Class 8 contains 11120 members 
Mstep: Class 9 contains 26334 members 
Mstep: Class 10 contains 2399 members 
Mstep: Class 11 contains 25606 members 
Mstep: Class 12 contains 1554 members 
Mstep: Class 13 contains 4560 members 
Mstep: Class 14 contains 67456 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2744 members 
Mstep: Class 17 contains 9126 members 
Mstep: Class 18 contains 22331 members 
Mstep: Class 19 contains 7556 members 
Mstep: Class 20 contains 6944 members 
Mstep: Class 21 contains 21812 members 
Mstep: Class 22 contains 19146 members 
Mstep: Class 23 contains 18821 members 
Mstep: Class 24 contains 53457 members 
Mstep: Class 25 contains 2572 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6020 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9496 members 
Mstep: Class 30 contains 22034 members 
Mstep: Class 31 contains 11064 members 
Mstep: Class 32 contains 49268 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 57955 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2398 members 
Mstep: Class 41 contains 85 members 
Mstep: Class 42 contains 11671 members 
Mstep: Class 43 contains 657 members 
Mstep: Class 44 contains 199 members 
Entering Unmasked Estep 
Score: -81027440.000000 Penalty: 87800.648438
Splitting cluster 41 changes total score from -81027880.000000 to -81027440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 42 (11671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Entering Unmasked Estep 
Score: -1480000.500000 Penalty: 1393.491577
	Iteration 0F: 2 clusters Score -1480000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1472185.875000 Penalty: 2786.983154
	Iteration 0F: 3 clusters Score -1472186 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1474830.625000 Penalty: 2786.983154
	Iteration 1F: 3 clusters Score -1474831 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1475097.000000 Penalty: 2786.983154
	Iteration 2F: 3 clusters Score -1475097 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1475256.750000 Penalty: 2786.983154
	Iteration 3Q: 3 clusters Score -1475257 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1475366.000000 Penalty: 2786.983154
	Iteration 4Q: 3 clusters Score -1475366 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1475471.000000 Penalty: 2786.983154
	Iteration 5Q: 3 clusters Score -1475471 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1475559.375000 Penalty: 2786.983154
	Iteration 6Q: 3 clusters Score -1475559 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1475631.125000 Penalty: 2786.983154
	Iteration 7Q: 3 clusters Score -1475631 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1475681.000000 Penalty: 2786.983154
	Iteration 8Q: 3 clusters Score -1475681 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1475729.875000 Penalty: 2786.983154
	Iteration 9Q: 3 clusters Score -1475730 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1475770.125000 Penalty: 2786.983154
	Iteration 10Q: 3 clusters Score -1475770 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1475804.625000 Penalty: 2786.983154
	Iteration 11Q: 3 clusters Score -1475805 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1475836.250000 Penalty: 2786.983154
	Iteration 12Q: 3 clusters Score -1475836 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1475863.125000 Penalty: 2786.983154
	Iteration 13Q: 3 clusters Score -1475863 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1475895.250000 Penalty: 2786.983154
	Iteration 14Q: 3 clusters Score -1475895 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1475909.500000 Penalty: 2786.983154
	Iteration 15Q: 3 clusters Score -1475910 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1475925.000000 Penalty: 2786.983154
	Iteration 16Q: 3 clusters Score -1475925 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1475947.250000 Penalty: 2786.983154
	Iteration 17Q: 3 clusters Score -1475947 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1475971.500000 Penalty: 2786.983154
	Iteration 18Q: 3 clusters Score -1475972 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1475986.000000 Penalty: 2786.983154
	Iteration 19Q: 3 clusters Score -1475986 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1476011.750000 Penalty: 2786.983154
	Iteration 20F: 3 clusters Score -1476012 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1476031.625000 Penalty: 2786.983154
	Iteration 21Q: 3 clusters Score -1476032 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1476045.875000 Penalty: 2786.983154
	Iteration 22Q: 3 clusters Score -1476046 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1476058.750000 Penalty: 2786.983154
	Iteration 23Q: 3 clusters Score -1476059 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1476076.125000 Penalty: 2786.983154
	Iteration 24Q: 3 clusters Score -1476076 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1476097.750000 Penalty: 2786.983154
	Iteration 25Q: 3 clusters Score -1476098 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1476129.625000 Penalty: 2786.983154
	Iteration 26Q: 3 clusters Score -1476130 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1476163.125000 Penalty: 2786.983154
	Iteration 27Q: 3 clusters Score -1476163 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1476206.500000 Penalty: 2786.983154
	Iteration 28Q: 3 clusters Score -1476206 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1476245.375000 Penalty: 2786.983154
	Iteration 29Q: 3 clusters Score -1476245 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1476301.750000 Penalty: 2786.983154
	Iteration 30Q: 3 clusters Score -1476302 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1476362.375000 Penalty: 2786.983154
	Iteration 31Q: 3 clusters Score -1476362 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1476442.125000 Penalty: 2786.983154
	Iteration 32Q: 3 clusters Score -1476442 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1476554.750000 Penalty: 2786.983154
	Iteration 33Q: 3 clusters Score -1476555 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1476697.500000 Penalty: 2786.983154
	Iteration 34Q: 3 clusters Score -1476698 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1476847.250000 Penalty: 2786.983154
	Iteration 35Q: 3 clusters Score -1476847 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1477013.375000 Penalty: 2786.983154
	Iteration 36Q: 3 clusters Score -1477013 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1477217.125000 Penalty: 2786.983154
	Iteration 37Q: 3 clusters Score -1477217 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1477469.375000 Penalty: 2786.983154
	Iteration 38Q: 3 clusters Score -1477469 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1477744.000000 Penalty: 2786.983154
	Iteration 39Q: 3 clusters Score -1477744 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1477990.750000 Penalty: 2786.983154
	Iteration 40F: 3 clusters Score -1477991 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1478218.875000 Penalty: 2786.983154
	Iteration 41Q: 3 clusters Score -1478219 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1478405.625000 Penalty: 2786.983154
	Iteration 42Q: 3 clusters Score -1478406 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1478558.125000 Penalty: 2786.983154
	Iteration 43Q: 3 clusters Score -1478558 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1478663.125000 Penalty: 2786.983154
	Iteration 44Q: 3 clusters Score -1478663 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1478713.375000 Penalty: 2786.983154
	Iteration 45Q: 3 clusters Score -1478713 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1478763.250000 Penalty: 2786.983154
	Iteration 46Q: 3 clusters Score -1478763 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1478802.875000 Penalty: 2786.983154
	Iteration 47Q: 3 clusters Score -1478803 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1478834.000000 Penalty: 2786.983154
	Iteration 48Q: 3 clusters Score -1478834 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1478854.875000 Penalty: 2786.983154
	Iteration 49Q: 3 clusters Score -1478855 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1478867.125000 Penalty: 2786.983154
	Iteration 50Q: 3 clusters Score -1478867 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1478875.500000 Penalty: 2786.983154
	Iteration 51Q: 3 clusters Score -1478876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1478881.125000 Penalty: 2786.983154
	Iteration 52Q: 3 clusters Score -1478881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1478884.375000 Penalty: 2786.983154
	Iteration 53Q: 3 clusters Score -1478884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1478889.750000 Penalty: 2786.983154
	Iteration 54Q: 3 clusters Score -1478890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1478891.875000 Penalty: 2786.983154
	Iteration 55Q: 3 clusters Score -1478892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1478896.000000 Penalty: 2786.983154
	Iteration 56Q: 3 clusters Score -1478896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1478897.000000 Penalty: 2786.983154
	Iteration 57Q: 3 clusters Score -1478897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1478897.000000 Penalty: 2786.983154
	Iteration 58F: 3 clusters Score -1478897 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Entering Unmasked Estep 
Score: -61893.257812 Penalty: 965.367432
	Iteration 0F: 2 clusters Score -61893.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -60852.570312 Penalty: 1930.734863
	Iteration 0F: 3 clusters Score -60852.57 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -61098.121094 Penalty: 1930.734863
	Iteration 1F: 3 clusters Score -61098.12 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -61195.988281 Penalty: 1930.734863
	Iteration 2F: 3 clusters Score -61195.99 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -61247.621094 Penalty: 1930.734863
	Iteration 3Q: 3 clusters Score -61247.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -61275.902344 Penalty: 1930.734863
	Iteration 4Q: 3 clusters Score -61275.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -61304.097656 Penalty: 1930.734863
	Iteration 5Q: 3 clusters Score -61304.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -61331.988281 Penalty: 1930.734863
	Iteration 6Q: 3 clusters Score -61331.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -61361.039062 Penalty: 1930.734863
	Iteration 7Q: 3 clusters Score -61361.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -61379.386719 Penalty: 1930.734863
	Iteration 8Q: 3 clusters Score -61379.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -61402.539062 Penalty: 1930.734863
	Iteration 9Q: 3 clusters Score -61402.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -61418.597656 Penalty: 1930.734863
	Iteration 10Q: 3 clusters Score -61418.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -61427.277344 Penalty: 1930.734863
	Iteration 11Q: 3 clusters Score -61427.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -61428.527344 Penalty: 1930.734863
	Iteration 12Q: 3 clusters Score -61428.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -61429.257812 Penalty: 1930.734863
	Iteration 13Q: 3 clusters Score -61429.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -61429.867188 Penalty: 1930.734863
	Iteration 14Q: 3 clusters Score -61429.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -61429.867188 Penalty: 1930.734863
	Iteration 15F: 3 clusters Score -61429.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 40768 members 
Mstep: Class 3 contains 4218 members 
Mstep: Class 4 contains 69324 members 
Mstep: Class 5 contains 11646 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33785 members 
Mstep: Class 8 contains 11120 members 
Mstep: Class 9 contains 26334 members 
Mstep: Class 10 contains 2399 members 
Mstep: Class 11 contains 25606 members 
Mstep: Class 12 contains 1554 members 
Mstep: Class 13 contains 4560 members 
Mstep: Class 14 contains 67456 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2744 members 
Mstep: Class 17 contains 9126 members 
Mstep: Class 18 contains 22331 members 
Mstep: Class 19 contains 7556 members 
Mstep: Class 20 contains 6944 members 
Mstep: Class 21 contains 21812 members 
Mstep: Class 22 contains 19146 members 
Mstep: Class 23 contains 18821 members 
Mstep: Class 24 contains 53457 members 
Mstep: Class 25 contains 2572 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6020 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9496 members 
Mstep: Class 30 contains 22034 members 
Mstep: Class 31 contains 11064 members 
Mstep: Class 32 contains 49268 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 57955 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2398 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11671 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027944.000000 Penalty: 85805.187500
Iteration 199Q: 44 clusters Score -8.102794e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 40765 members 
Mstep: Class 3 contains 4218 members 
Mstep: Class 4 contains 69324 members 
Mstep: Class 5 contains 11646 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33786 members 
Mstep: Class 8 contains 11120 members 
Mstep: Class 9 contains 26333 members 
Mstep: Class 10 contains 2399 members 
Mstep: Class 11 contains 25606 members 
Mstep: Class 12 contains 1554 members 
Mstep: Class 13 contains 4561 members 
Mstep: Class 14 contains 67456 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2744 members 
Mstep: Class 17 contains 9126 members 
Mstep: Class 18 contains 22333 members 
Mstep: Class 19 contains 7555 members 
Mstep: Class 20 contains 6944 members 
Mstep: Class 21 contains 21812 members 
Mstep: Class 22 contains 19144 members 
Mstep: Class 23 contains 18821 members 
Mstep: Class 24 contains 53438 members 
Mstep: Class 25 contains 2572 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6021 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9495 members 
Mstep: Class 30 contains 22034 members 
Mstep: Class 31 contains 11072 members 
Mstep: Class 32 contains 49261 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 57973 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2401 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11671 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027936.000000 Penalty: 85805.187500
Iteration 200F: 44 clusters Score -8.102794e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 40763 members 
Mstep: Class 3 contains 4218 members 
Mstep: Class 4 contains 69335 members 
Mstep: Class 5 contains 11646 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33787 members 
Mstep: Class 8 contains 11120 members 
Mstep: Class 9 contains 26333 members 
Mstep: Class 10 contains 2399 members 
Mstep: Class 11 contains 25605 members 
Mstep: Class 12 contains 1554 members 
Mstep: Class 13 contains 4561 members 
Mstep: Class 14 contains 67457 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2744 members 
Mstep: Class 17 contains 9126 members 
Mstep: Class 18 contains 22331 members 
Mstep: Class 19 contains 7553 members 
Mstep: Class 20 contains 6944 members 
Mstep: Class 21 contains 21812 members 
Mstep: Class 22 contains 19144 members 
Mstep: Class 23 contains 18821 members 
Mstep: Class 24 contains 53430 members 
Mstep: Class 25 contains 2572 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6021 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9495 members 
Mstep: Class 30 contains 22034 members 
Mstep: Class 31 contains 11077 members 
Mstep: Class 32 contains 49246 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 57981 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2405 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11671 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027936.000000 Penalty: 85805.187500
Iteration 201Q: 44 clusters Score -8.102794e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 40764 members 
Mstep: Class 3 contains 4218 members 
Mstep: Class 4 contains 69340 members 
Mstep: Class 5 contains 11646 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33785 members 
Mstep: Class 8 contains 11120 members 
Mstep: Class 9 contains 26333 members 
Mstep: Class 10 contains 2399 members 
Mstep: Class 11 contains 25605 members 
Mstep: Class 12 contains 1554 members 
Mstep: Class 13 contains 4563 members 
Mstep: Class 14 contains 67458 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2744 members 
Mstep: Class 17 contains 9126 members 
Mstep: Class 18 contains 22330 members 
Mstep: Class 19 contains 7551 members 
Mstep: Class 20 contains 6944 members 
Mstep: Class 21 contains 21812 members 
Mstep: Class 22 contains 19143 members 
Mstep: Class 23 contains 18821 members 
Mstep: Class 24 contains 53417 members 
Mstep: Class 25 contains 2572 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6021 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9495 members 
Mstep: Class 30 contains 22034 members 
Mstep: Class 31 contains 11083 members 
Mstep: Class 32 contains 49235 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 57992 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2408 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11672 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027888.000000 Penalty: 85805.187500
Iteration 202Q: 44 clusters Score -8.102789e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 40758 members 
Mstep: Class 3 contains 4218 members 
Mstep: Class 4 contains 69343 members 
Mstep: Class 5 contains 11646 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33786 members 
Mstep: Class 8 contains 11121 members 
Mstep: Class 9 contains 26333 members 
Mstep: Class 10 contains 2399 members 
Mstep: Class 11 contains 25606 members 
Mstep: Class 12 contains 1554 members 
Mstep: Class 13 contains 4563 members 
Mstep: Class 14 contains 67459 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2744 members 
Mstep: Class 17 contains 9126 members 
Mstep: Class 18 contains 22329 members 
Mstep: Class 19 contains 7548 members 
Mstep: Class 20 contains 6944 members 
Mstep: Class 21 contains 21812 members 
Mstep: Class 22 contains 19143 members 
Mstep: Class 23 contains 18821 members 
Mstep: Class 24 contains 53405 members 
Mstep: Class 25 contains 2572 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6022 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 9495 members 
Mstep: Class 30 contains 22034 members 
Mstep: Class 31 contains 11083 members 
Mstep: Class 32 contains 49226 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 58012 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2410 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11672 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027864.000000 Penalty: 85805.187500
Iteration 203Q: 44 clusters Score -8.102786e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 40755 members 
Mstep: Class 3 contains 4218 members 
Mstep: Class 4 contains 69352 members 
Mstep: Class 5 contains 11646 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33786 members 
Mstep: Class 8 contains 11121 members 
Mstep: Class 9 contains 26332 members 
Mstep: Class 10 contains 2399 members 
Mstep: Class 11 contains 25608 members 
Mstep: Class 12 contains 1554 members 
Mstep: Class 13 contains 4562 members 
Mstep: Class 14 contains 67460 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2744 members 
Mstep: Class 17 contains 9126 members 
Mstep: Class 18 contains 22329 members 
Mstep: Class 19 contains 7548 members 
Mstep: Class 20 contains 6944 members 
Mstep: Class 21 contains 21812 members 
Mstep: Class 22 contains 19139 members 
Mstep: Class 23 contains 18821 members 
Mstep: Class 24 contains 53396 members 
Mstep: Class 25 contains 2572 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6021 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 9495 members 
Mstep: Class 30 contains 22034 members 
Mstep: Class 31 contains 11082 members 
Mstep: Class 32 contains 49204 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 58038 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2413 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11673 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027872.000000 Penalty: 85805.187500
Iteration 204Q: 44 clusters Score -8.102787e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 40750 members 
Mstep: Class 3 contains 4217 members 
Mstep: Class 4 contains 69358 members 
Mstep: Class 5 contains 11646 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33786 members 
Mstep: Class 8 contains 11121 members 
Mstep: Class 9 contains 26331 members 
Mstep: Class 10 contains 2399 members 
Mstep: Class 11 contains 25605 members 
Mstep: Class 12 contains 1554 members 
Mstep: Class 13 contains 4563 members 
Mstep: Class 14 contains 67462 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2744 members 
Mstep: Class 17 contains 9126 members 
Mstep: Class 18 contains 22332 members 
Mstep: Class 19 contains 7546 members 
Mstep: Class 20 contains 6944 members 
Mstep: Class 21 contains 21812 members 
Mstep: Class 22 contains 19133 members 
Mstep: Class 23 contains 18821 members 
Mstep: Class 24 contains 53379 members 
Mstep: Class 25 contains 2572 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6020 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 9495 members 
Mstep: Class 30 contains 22034 members 
Mstep: Class 31 contains 11088 members 
Mstep: Class 32 contains 49186 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 58069 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2419 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11672 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027784.000000 Penalty: 85805.187500
Iteration 205Q: 44 clusters Score -8.102778e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 40748 members 
Mstep: Class 3 contains 4219 members 
Mstep: Class 4 contains 69361 members 
Mstep: Class 5 contains 11648 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33791 members 
Mstep: Class 8 contains 11121 members 
Mstep: Class 9 contains 26330 members 
Mstep: Class 10 contains 2399 members 
Mstep: Class 11 contains 25604 members 
Mstep: Class 12 contains 1554 members 
Mstep: Class 13 contains 4563 members 
Mstep: Class 14 contains 67462 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2744 members 
Mstep: Class 17 contains 9126 members 
Mstep: Class 18 contains 22330 members 
Mstep: Class 19 contains 7542 members 
Mstep: Class 20 contains 6944 members 
Mstep: Class 21 contains 21812 members 
Mstep: Class 22 contains 19134 members 
Mstep: Class 23 contains 18821 members 
Mstep: Class 24 contains 53358 members 
Mstep: Class 25 contains 2572 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6019 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 9495 members 
Mstep: Class 30 contains 22034 members 
Mstep: Class 31 contains 11093 members 
Mstep: Class 32 contains 49173 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 58093 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2422 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11673 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027960.000000 Penalty: 85805.187500
Iteration 206Q: 44 clusters Score -8.102796e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 40745 members 
Mstep: Class 3 contains 4219 members 
Mstep: Class 4 contains 69364 members 
Mstep: Class 5 contains 11647 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33794 members 
Mstep: Class 8 contains 11121 members 
Mstep: Class 9 contains 26328 members 
Mstep: Class 10 contains 2398 members 
Mstep: Class 11 contains 25603 members 
Mstep: Class 12 contains 1554 members 
Mstep: Class 13 contains 4563 members 
Mstep: Class 14 contains 67462 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2744 members 
Mstep: Class 17 contains 9127 members 
Mstep: Class 18 contains 22328 members 
Mstep: Class 19 contains 7547 members 
Mstep: Class 20 contains 6945 members 
Mstep: Class 21 contains 21812 members 
Mstep: Class 22 contains 19132 members 
Mstep: Class 23 contains 18820 members 
Mstep: Class 24 contains 53337 members 
Mstep: Class 25 contains 2572 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6019 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 9494 members 
Mstep: Class 30 contains 22034 members 
Mstep: Class 31 contains 11094 members 
Mstep: Class 32 contains 49158 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 58128 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2422 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11673 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027896.000000 Penalty: 85805.187500
Iteration 207Q: 44 clusters Score -8.10279e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 40747 members 
Mstep: Class 3 contains 4219 members 
Mstep: Class 4 contains 69372 members 
Mstep: Class 5 contains 11647 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33795 members 
Mstep: Class 8 contains 11121 members 
Mstep: Class 9 contains 26329 members 
Mstep: Class 10 contains 2398 members 
Mstep: Class 11 contains 25603 members 
Mstep: Class 12 contains 1554 members 
Mstep: Class 13 contains 4563 members 
Mstep: Class 14 contains 67463 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2743 members 
Mstep: Class 17 contains 9128 members 
Mstep: Class 18 contains 22326 members 
Mstep: Class 19 contains 7548 members 
Mstep: Class 20 contains 6945 members 
Mstep: Class 21 contains 21812 members 
Mstep: Class 22 contains 19130 members 
Mstep: Class 23 contains 18820 members 
Mstep: Class 24 contains 53332 members 
Mstep: Class 25 contains 2572 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6019 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 9493 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11097 members 
Mstep: Class 32 contains 49126 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 58154 members 
Mstep: Class 39 contains 16171 members 
Mstep: Class 40 contains 2423 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11673 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027928.000000 Penalty: 85805.187500
Iteration 208Q: 44 clusters Score -8.102793e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 40746 members 
Mstep: Class 3 contains 4219 members 
Mstep: Class 4 contains 69379 members 
Mstep: Class 5 contains 11647 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33798 members 
Mstep: Class 8 contains 11121 members 
Mstep: Class 9 contains 26330 members 
Mstep: Class 10 contains 2397 members 
Mstep: Class 11 contains 25605 members 
Mstep: Class 12 contains 1554 members 
Mstep: Class 13 contains 4563 members 
Mstep: Class 14 contains 67462 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2743 members 
Mstep: Class 17 contains 9128 members 
Mstep: Class 18 contains 22327 members 
Mstep: Class 19 contains 7543 members 
Mstep: Class 20 contains 6945 members 
Mstep: Class 21 contains 21812 members 
Mstep: Class 22 contains 19127 members 
Mstep: Class 23 contains 18820 members 
Mstep: Class 24 contains 53314 members 
Mstep: Class 25 contains 2572 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6020 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 9493 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11102 members 
Mstep: Class 32 contains 49102 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 58181 members 
Mstep: Class 39 contains 16171 members 
Mstep: Class 40 contains 2429 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11674 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027872.000000 Penalty: 85805.187500
Iteration 209Q: 44 clusters Score -8.102787e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 40746 members 
Mstep: Class 3 contains 4219 members 
Mstep: Class 4 contains 69381 members 
Mstep: Class 5 contains 11647 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33800 members 
Mstep: Class 8 contains 11122 members 
Mstep: Class 9 contains 26330 members 
Mstep: Class 10 contains 2397 members 
Mstep: Class 11 contains 25607 members 
Mstep: Class 12 contains 1554 members 
Mstep: Class 13 contains 4562 members 
Mstep: Class 14 contains 67462 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 9128 members 
Mstep: Class 18 contains 22323 members 
Mstep: Class 19 contains 7536 members 
Mstep: Class 20 contains 6945 members 
Mstep: Class 21 contains 21812 members 
Mstep: Class 22 contains 19126 members 
Mstep: Class 23 contains 18820 members 
Mstep: Class 24 contains 53305 members 
Mstep: Class 25 contains 2573 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6021 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 9493 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11108 members 
Mstep: Class 32 contains 49082 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 58203 members 
Mstep: Class 39 contains 16171 members 
Mstep: Class 40 contains 2432 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11676 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027880.000000 Penalty: 85805.187500
Iteration 210Q: 44 clusters Score -8.102788e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 40742 members 
Mstep: Class 3 contains 4219 members 
Mstep: Class 4 contains 69382 members 
Mstep: Class 5 contains 11647 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33804 members 
Mstep: Class 8 contains 11122 members 
Mstep: Class 9 contains 26331 members 
Mstep: Class 10 contains 2396 members 
Mstep: Class 11 contains 25609 members 
Mstep: Class 12 contains 1554 members 
Mstep: Class 13 contains 4562 members 
Mstep: Class 14 contains 67464 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 9128 members 
Mstep: Class 18 contains 22313 members 
Mstep: Class 19 contains 7533 members 
Mstep: Class 20 contains 6945 members 
Mstep: Class 21 contains 21812 members 
Mstep: Class 22 contains 19125 members 
Mstep: Class 23 contains 18820 members 
Mstep: Class 24 contains 53294 members 
Mstep: Class 25 contains 2573 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6022 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 9493 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11114 members 
Mstep: Class 32 contains 49063 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 58226 members 
Mstep: Class 39 contains 16171 members 
Mstep: Class 40 contains 2438 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11679 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027904.000000 Penalty: 85805.187500
Iteration 211Q: 44 clusters Score -8.10279e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 40737 members 
Mstep: Class 3 contains 4219 members 
Mstep: Class 4 contains 69386 members 
Mstep: Class 5 contains 11647 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33810 members 
Mstep: Class 8 contains 11125 members 
Mstep: Class 9 contains 26332 members 
Mstep: Class 10 contains 2396 members 
Mstep: Class 11 contains 25605 members 
Mstep: Class 12 contains 1554 members 
Mstep: Class 13 contains 4563 members 
Mstep: Class 14 contains 67468 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 9127 members 
Mstep: Class 18 contains 22309 members 
Mstep: Class 19 contains 7531 members 
Mstep: Class 20 contains 6945 members 
Mstep: Class 21 contains 21812 members 
Mstep: Class 22 contains 19123 members 
Mstep: Class 23 contains 18820 members 
Mstep: Class 24 contains 53292 members 
Mstep: Class 25 contains 2573 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6023 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 9493 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11119 members 
Mstep: Class 32 contains 49045 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 58237 members 
Mstep: Class 39 contains 16171 members 
Mstep: Class 40 contains 2441 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11679 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027872.000000 Penalty: 85805.187500
Iteration 212Q: 44 clusters Score -8.102787e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 40734 members 
Mstep: Class 3 contains 4219 members 
Mstep: Class 4 contains 69387 members 
Mstep: Class 5 contains 11647 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33816 members 
Mstep: Class 8 contains 11125 members 
Mstep: Class 9 contains 26332 members 
Mstep: Class 10 contains 2395 members 
Mstep: Class 11 contains 25598 members 
Mstep: Class 12 contains 1554 members 
Mstep: Class 13 contains 4564 members 
Mstep: Class 14 contains 67474 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 9127 members 
Mstep: Class 18 contains 22306 members 
Mstep: Class 19 contains 7533 members 
Mstep: Class 20 contains 6945 members 
Mstep: Class 21 contains 21812 members 
Mstep: Class 22 contains 19126 members 
Mstep: Class 23 contains 18820 members 
Mstep: Class 24 contains 53283 members 
Mstep: Class 25 contains 2572 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6023 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9493 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11122 members 
Mstep: Class 32 contains 49030 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 58253 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2445 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11679 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027792.000000 Penalty: 85805.187500
Iteration 213Q: 44 clusters Score -8.102779e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 40736 members 
Mstep: Class 3 contains 4220 members 
Mstep: Class 4 contains 69394 members 
Mstep: Class 5 contains 11647 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33817 members 
Mstep: Class 8 contains 11129 members 
Mstep: Class 9 contains 26334 members 
Mstep: Class 10 contains 2394 members 
Mstep: Class 11 contains 25599 members 
Mstep: Class 12 contains 1554 members 
Mstep: Class 13 contains 4564 members 
Mstep: Class 14 contains 67474 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 9126 members 
Mstep: Class 18 contains 22306 members 
Mstep: Class 19 contains 7527 members 
Mstep: Class 20 contains 6945 members 
Mstep: Class 21 contains 21812 members 
Mstep: Class 22 contains 19128 members 
Mstep: Class 23 contains 18820 members 
Mstep: Class 24 contains 53274 members 
Mstep: Class 25 contains 2570 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6023 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9493 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11126 members 
Mstep: Class 32 contains 49012 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 58262 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2450 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11679 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027824.000000 Penalty: 85805.187500
Iteration 214Q: 44 clusters Score -8.102782e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 40737 members 
Mstep: Class 3 contains 4220 members 
Mstep: Class 4 contains 69393 members 
Mstep: Class 5 contains 11647 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33816 members 
Mstep: Class 8 contains 11133 members 
Mstep: Class 9 contains 26334 members 
Mstep: Class 10 contains 2396 members 
Mstep: Class 11 contains 25597 members 
Mstep: Class 12 contains 1553 members 
Mstep: Class 13 contains 4565 members 
Mstep: Class 14 contains 67474 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 9126 members 
Mstep: Class 18 contains 22306 members 
Mstep: Class 19 contains 7526 members 
Mstep: Class 20 contains 6945 members 
Mstep: Class 21 contains 21812 members 
Mstep: Class 22 contains 19129 members 
Mstep: Class 23 contains 18819 members 
Mstep: Class 24 contains 53255 members 
Mstep: Class 25 contains 2569 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6024 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9493 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11133 members 
Mstep: Class 32 contains 49001 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 58287 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2448 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11678 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027840.000000 Penalty: 85805.187500
Iteration 215Q: 44 clusters Score -8.102784e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 40739 members 
Mstep: Class 3 contains 4221 members 
Mstep: Class 4 contains 69405 members 
Mstep: Class 5 contains 11646 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33816 members 
Mstep: Class 8 contains 11135 members 
Mstep: Class 9 contains 26334 members 
Mstep: Class 10 contains 2396 members 
Mstep: Class 11 contains 25596 members 
Mstep: Class 12 contains 1554 members 
Mstep: Class 13 contains 4566 members 
Mstep: Class 14 contains 67474 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2741 members 
Mstep: Class 17 contains 9126 members 
Mstep: Class 18 contains 22303 members 
Mstep: Class 19 contains 7524 members 
Mstep: Class 20 contains 6945 members 
Mstep: Class 21 contains 21812 members 
Mstep: Class 22 contains 19129 members 
Mstep: Class 23 contains 18819 members 
Mstep: Class 24 contains 53232 members 
Mstep: Class 25 contains 2569 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6025 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9493 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11134 members 
Mstep: Class 32 contains 48980 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 58317 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2449 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11678 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027864.000000 Penalty: 85805.187500
Iteration 216Q: 44 clusters Score -8.102786e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 40742 members 
Mstep: Class 3 contains 4221 members 
Mstep: Class 4 contains 69415 members 
Mstep: Class 5 contains 11646 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33817 members 
Mstep: Class 8 contains 11135 members 
Mstep: Class 9 contains 26335 members 
Mstep: Class 10 contains 2396 members 
Mstep: Class 11 contains 25596 members 
Mstep: Class 12 contains 1553 members 
Mstep: Class 13 contains 4566 members 
Mstep: Class 14 contains 67474 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 9126 members 
Mstep: Class 18 contains 22302 members 
Mstep: Class 19 contains 7527 members 
Mstep: Class 20 contains 6945 members 
Mstep: Class 21 contains 21812 members 
Mstep: Class 22 contains 19126 members 
Mstep: Class 23 contains 18819 members 
Mstep: Class 24 contains 53200 members 
Mstep: Class 25 contains 2570 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6025 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9491 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11137 members 
Mstep: Class 32 contains 48968 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 58345 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2448 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11679 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027880.000000 Penalty: 85805.187500
Iteration 217Q: 44 clusters Score -8.102788e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 40743 members 
Mstep: Class 3 contains 4221 members 
Mstep: Class 4 contains 69423 members 
Mstep: Class 5 contains 11646 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33816 members 
Mstep: Class 8 contains 11135 members 
Mstep: Class 9 contains 26334 members 
Mstep: Class 10 contains 2395 members 
Mstep: Class 11 contains 25595 members 
Mstep: Class 12 contains 1553 members 
Mstep: Class 13 contains 4566 members 
Mstep: Class 14 contains 67474 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 9126 members 
Mstep: Class 18 contains 22298 members 
Mstep: Class 19 contains 7529 members 
Mstep: Class 20 contains 6945 members 
Mstep: Class 21 contains 21812 members 
Mstep: Class 22 contains 19124 members 
Mstep: Class 23 contains 18819 members 
Mstep: Class 24 contains 53171 members 
Mstep: Class 25 contains 2570 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6025 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9491 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11141 members 
Mstep: Class 32 contains 48962 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 58375 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2448 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11679 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027880.000000 Penalty: 85805.187500
Iteration 218Q: 44 clusters Score -8.102788e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 40742 members 
Mstep: Class 3 contains 4221 members 
Mstep: Class 4 contains 69428 members 
Mstep: Class 5 contains 11646 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33818 members 
Mstep: Class 8 contains 11135 members 
Mstep: Class 9 contains 26334 members 
Mstep: Class 10 contains 2395 members 
Mstep: Class 11 contains 25593 members 
Mstep: Class 12 contains 1553 members 
Mstep: Class 13 contains 4566 members 
Mstep: Class 14 contains 67475 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 9126 members 
Mstep: Class 18 contains 22294 members 
Mstep: Class 19 contains 7533 members 
Mstep: Class 20 contains 6946 members 
Mstep: Class 21 contains 21812 members 
Mstep: Class 22 contains 19121 members 
Mstep: Class 23 contains 18819 members 
Mstep: Class 24 contains 53137 members 
Mstep: Class 25 contains 2570 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6025 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9491 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11144 members 
Mstep: Class 32 contains 48961 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 58405 members 
Mstep: Class 39 contains 16169 members 
Mstep: Class 40 contains 2448 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11679 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027904.000000 Penalty: 85805.187500
Iteration 219Q: 44 clusters Score -8.10279e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 40743 members 
Mstep: Class 3 contains 4221 members 
Mstep: Class 4 contains 69432 members 
Mstep: Class 5 contains 11646 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33819 members 
Mstep: Class 8 contains 11135 members 
Mstep: Class 9 contains 26334 members 
Mstep: Class 10 contains 2395 members 
Mstep: Class 11 contains 25592 members 
Mstep: Class 12 contains 1553 members 
Mstep: Class 13 contains 4566 members 
Mstep: Class 14 contains 67476 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 9126 members 
Mstep: Class 18 contains 22291 members 
Mstep: Class 19 contains 7532 members 
Mstep: Class 20 contains 6947 members 
Mstep: Class 21 contains 21812 members 
Mstep: Class 22 contains 19124 members 
Mstep: Class 23 contains 18819 members 
Mstep: Class 24 contains 53114 members 
Mstep: Class 25 contains 2570 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6025 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9491 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11145 members 
Mstep: Class 32 contains 48949 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 58432 members 
Mstep: Class 39 contains 16169 members 
Mstep: Class 40 contains 2448 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11679 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027928.000000 Penalty: 85805.187500
Iteration 220F: 44 clusters Score -8.102793e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 40744 members 
Mstep: Class 3 contains 4221 members 
Mstep: Class 4 contains 69437 members 
Mstep: Class 5 contains 11646 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33820 members 
Mstep: Class 8 contains 11135 members 
Mstep: Class 9 contains 26333 members 
Mstep: Class 10 contains 2395 members 
Mstep: Class 11 contains 25588 members 
Mstep: Class 12 contains 1553 members 
Mstep: Class 13 contains 4566 members 
Mstep: Class 14 contains 67476 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 9125 members 
Mstep: Class 18 contains 22288 members 
Mstep: Class 19 contains 7531 members 
Mstep: Class 20 contains 6949 members 
Mstep: Class 21 contains 21812 members 
Mstep: Class 22 contains 19123 members 
Mstep: Class 23 contains 18819 members 
Mstep: Class 24 contains 53095 members 
Mstep: Class 25 contains 2571 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6025 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9491 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11148 members 
Mstep: Class 32 contains 48936 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 58463 members 
Mstep: Class 39 contains 16169 members 
Mstep: Class 40 contains 2448 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11680 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027888.000000 Penalty: 85805.187500
Iteration 221Q: 44 clusters Score -8.102789e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 40744 members 
Mstep: Class 3 contains 4221 members 
Mstep: Class 4 contains 69443 members 
Mstep: Class 5 contains 11646 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33818 members 
Mstep: Class 8 contains 11135 members 
Mstep: Class 9 contains 26332 members 
Mstep: Class 10 contains 2395 members 
Mstep: Class 11 contains 25588 members 
Mstep: Class 12 contains 1553 members 
Mstep: Class 13 contains 4566 members 
Mstep: Class 14 contains 67477 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2743 members 
Mstep: Class 17 contains 9127 members 
Mstep: Class 18 contains 22286 members 
Mstep: Class 19 contains 7531 members 
Mstep: Class 20 contains 6950 members 
Mstep: Class 21 contains 21812 members 
Mstep: Class 22 contains 19123 members 
Mstep: Class 23 contains 18820 members 
Mstep: Class 24 contains 53070 members 
Mstep: Class 25 contains 2570 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6025 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9490 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11153 members 
Mstep: Class 32 contains 48924 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 58490 members 
Mstep: Class 39 contains 16169 members 
Mstep: Class 40 contains 2448 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11680 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027824.000000 Penalty: 85805.187500
Iteration 222Q: 44 clusters Score -8.102782e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 40742 members 
Mstep: Class 3 contains 4221 members 
Mstep: Class 4 contains 69448 members 
Mstep: Class 5 contains 11646 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33819 members 
Mstep: Class 8 contains 11134 members 
Mstep: Class 9 contains 26331 members 
Mstep: Class 10 contains 2394 members 
Mstep: Class 11 contains 25588 members 
Mstep: Class 12 contains 1553 members 
Mstep: Class 13 contains 4566 members 
Mstep: Class 14 contains 67479 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 9128 members 
Mstep: Class 18 contains 22282 members 
Mstep: Class 19 contains 7533 members 
Mstep: Class 20 contains 6950 members 
Mstep: Class 21 contains 21812 members 
Mstep: Class 22 contains 19123 members 
Mstep: Class 23 contains 18820 members 
Mstep: Class 24 contains 53053 members 
Mstep: Class 25 contains 2570 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6026 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9490 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11154 members 
Mstep: Class 32 contains 48914 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 58514 members 
Mstep: Class 39 contains 16169 members 
Mstep: Class 40 contains 2448 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11680 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027800.000000 Penalty: 85805.187500
Iteration 223Q: 44 clusters Score -8.10278e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 40737 members 
Mstep: Class 3 contains 4221 members 
Mstep: Class 4 contains 69455 members 
Mstep: Class 5 contains 11646 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33818 members 
Mstep: Class 8 contains 11134 members 
Mstep: Class 9 contains 26331 members 
Mstep: Class 10 contains 2395 members 
Mstep: Class 11 contains 25589 members 
Mstep: Class 12 contains 1553 members 
Mstep: Class 13 contains 4566 members 
Mstep: Class 14 contains 67480 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2741 members 
Mstep: Class 17 contains 9128 members 
Mstep: Class 18 contains 22278 members 
Mstep: Class 19 contains 7535 members 
Mstep: Class 20 contains 6950 members 
Mstep: Class 21 contains 21812 members 
Mstep: Class 22 contains 19122 members 
Mstep: Class 23 contains 18820 members 
Mstep: Class 24 contains 53042 members 
Mstep: Class 25 contains 2570 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6026 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9490 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11157 members 
Mstep: Class 32 contains 48897 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 58541 members 
Mstep: Class 39 contains 16169 members 
Mstep: Class 40 contains 2448 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11679 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027952.000000 Penalty: 85805.187500
Iteration 224Q: 44 clusters Score -8.102795e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 40729 members 
Mstep: Class 3 contains 4221 members 
Mstep: Class 4 contains 69464 members 
Mstep: Class 5 contains 11646 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33819 members 
Mstep: Class 8 contains 11133 members 
Mstep: Class 9 contains 26331 members 
Mstep: Class 10 contains 2397 members 
Mstep: Class 11 contains 25590 members 
Mstep: Class 12 contains 1553 members 
Mstep: Class 13 contains 4568 members 
Mstep: Class 14 contains 67479 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2741 members 
Mstep: Class 17 contains 9128 members 
Mstep: Class 18 contains 22275 members 
Mstep: Class 19 contains 7537 members 
Mstep: Class 20 contains 6950 members 
Mstep: Class 21 contains 21812 members 
Mstep: Class 22 contains 19122 members 
Mstep: Class 23 contains 18820 members 
Mstep: Class 24 contains 53036 members 
Mstep: Class 25 contains 2570 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6026 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9490 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11158 members 
Mstep: Class 32 contains 48882 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 58558 members 
Mstep: Class 39 contains 16169 members 
Mstep: Class 40 contains 2448 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11679 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027912.000000 Penalty: 85805.187500
Iteration 225Q: 44 clusters Score -8.102791e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 40726 members 
Mstep: Class 3 contains 4221 members 
Mstep: Class 4 contains 69478 members 
Mstep: Class 5 contains 11646 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33820 members 
Mstep: Class 8 contains 11133 members 
Mstep: Class 9 contains 26331 members 
Mstep: Class 10 contains 2398 members 
Mstep: Class 11 contains 25590 members 
Mstep: Class 12 contains 1553 members 
Mstep: Class 13 contains 4569 members 
Mstep: Class 14 contains 67479 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2741 members 
Mstep: Class 17 contains 9128 members 
Mstep: Class 18 contains 22274 members 
Mstep: Class 19 contains 7539 members 
Mstep: Class 20 contains 6950 members 
Mstep: Class 21 contains 21812 members 
Mstep: Class 22 contains 19122 members 
Mstep: Class 23 contains 18820 members 
Mstep: Class 24 contains 53024 members 
Mstep: Class 25 contains 2570 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6026 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9490 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11162 members 
Mstep: Class 32 contains 48852 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 58582 members 
Mstep: Class 39 contains 16169 members 
Mstep: Class 40 contains 2448 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11679 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027904.000000 Penalty: 85805.187500
Iteration 226Q: 44 clusters Score -8.10279e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 40726 members 
Mstep: Class 3 contains 4221 members 
Mstep: Class 4 contains 69491 members 
Mstep: Class 5 contains 11646 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33821 members 
Mstep: Class 8 contains 11133 members 
Mstep: Class 9 contains 26331 members 
Mstep: Class 10 contains 2400 members 
Mstep: Class 11 contains 25588 members 
Mstep: Class 12 contains 1553 members 
Mstep: Class 13 contains 4569 members 
Mstep: Class 14 contains 67478 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2741 members 
Mstep: Class 17 contains 9128 members 
Mstep: Class 18 contains 22276 members 
Mstep: Class 19 contains 7540 members 
Mstep: Class 20 contains 6950 members 
Mstep: Class 21 contains 21812 members 
Mstep: Class 22 contains 19124 members 
Mstep: Class 23 contains 18820 members 
Mstep: Class 24 contains 53000 members 
Mstep: Class 25 contains 2570 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6025 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9490 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11168 members 
Mstep: Class 32 contains 48834 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 58603 members 
Mstep: Class 39 contains 16169 members 
Mstep: Class 40 contains 2448 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11679 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027872.000000 Penalty: 85805.187500
Iteration 227Q: 44 clusters Score -8.102787e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 40722 members 
Mstep: Class 3 contains 4222 members 
Mstep: Class 4 contains 69510 members 
Mstep: Class 5 contains 11646 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33822 members 
Mstep: Class 8 contains 11133 members 
Mstep: Class 9 contains 26332 members 
Mstep: Class 10 contains 2401 members 
Mstep: Class 11 contains 25587 members 
Mstep: Class 12 contains 1553 members 
Mstep: Class 13 contains 4570 members 
Mstep: Class 14 contains 67480 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2741 members 
Mstep: Class 17 contains 9128 members 
Mstep: Class 18 contains 22277 members 
Mstep: Class 19 contains 7540 members 
Mstep: Class 20 contains 6950 members 
Mstep: Class 21 contains 21812 members 
Mstep: Class 22 contains 19126 members 
Mstep: Class 23 contains 18820 members 
Mstep: Class 24 contains 52976 members 
Mstep: Class 25 contains 2570 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6023 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9490 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11173 members 
Mstep: Class 32 contains 48804 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 58629 members 
Mstep: Class 39 contains 16169 members 
Mstep: Class 40 contains 2448 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11680 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027992.000000 Penalty: 85805.187500
Iteration 228Q: 44 clusters Score -8.102799e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 40718 members 
Mstep: Class 3 contains 4222 members 
Mstep: Class 4 contains 69530 members 
Mstep: Class 5 contains 11646 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33823 members 
Mstep: Class 8 contains 11133 members 
Mstep: Class 9 contains 26332 members 
Mstep: Class 10 contains 2401 members 
Mstep: Class 11 contains 25587 members 
Mstep: Class 12 contains 1553 members 
Mstep: Class 13 contains 4569 members 
Mstep: Class 14 contains 67480 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2741 members 
Mstep: Class 17 contains 9128 members 
Mstep: Class 18 contains 22279 members 
Mstep: Class 19 contains 7543 members 
Mstep: Class 20 contains 6950 members 
Mstep: Class 21 contains 21812 members 
Mstep: Class 22 contains 19124 members 
Mstep: Class 23 contains 18820 members 
Mstep: Class 24 contains 52964 members 
Mstep: Class 25 contains 2570 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6021 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9489 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11175 members 
Mstep: Class 32 contains 48771 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 58656 members 
Mstep: Class 39 contains 16169 members 
Mstep: Class 40 contains 2448 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11680 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027912.000000 Penalty: 85805.187500
Iteration 229Q: 44 clusters Score -8.102791e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 40715 members 
Mstep: Class 3 contains 4222 members 
Mstep: Class 4 contains 69546 members 
Mstep: Class 5 contains 11645 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33826 members 
Mstep: Class 8 contains 11134 members 
Mstep: Class 9 contains 26332 members 
Mstep: Class 10 contains 2401 members 
Mstep: Class 11 contains 25587 members 
Mstep: Class 12 contains 1553 members 
Mstep: Class 13 contains 4571 members 
Mstep: Class 14 contains 67480 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 9129 members 
Mstep: Class 18 contains 22277 members 
Mstep: Class 19 contains 7542 members 
Mstep: Class 20 contains 6950 members 
Mstep: Class 21 contains 21812 members 
Mstep: Class 22 contains 19124 members 
Mstep: Class 23 contains 18820 members 
Mstep: Class 24 contains 52944 members 
Mstep: Class 25 contains 2570 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6020 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9489 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11172 members 
Mstep: Class 32 contains 48749 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 58684 members 
Mstep: Class 39 contains 16169 members 
Mstep: Class 40 contains 2448 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11680 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027928.000000 Penalty: 85805.187500
Iteration 230Q: 44 clusters Score -8.102793e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 40713 members 
Mstep: Class 3 contains 4222 members 
Mstep: Class 4 contains 69563 members 
Mstep: Class 5 contains 11644 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33829 members 
Mstep: Class 8 contains 11135 members 
Mstep: Class 9 contains 26330 members 
Mstep: Class 10 contains 2401 members 
Mstep: Class 11 contains 25588 members 
Mstep: Class 12 contains 1553 members 
Mstep: Class 13 contains 4574 members 
Mstep: Class 14 contains 67479 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2741 members 
Mstep: Class 17 contains 9129 members 
Mstep: Class 18 contains 22276 members 
Mstep: Class 19 contains 7543 members 
Mstep: Class 20 contains 6950 members 
Mstep: Class 21 contains 21812 members 
Mstep: Class 22 contains 19126 members 
Mstep: Class 23 contains 18820 members 
Mstep: Class 24 contains 52916 members 
Mstep: Class 25 contains 2570 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6020 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9489 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11172 members 
Mstep: Class 32 contains 48726 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 58715 members 
Mstep: Class 39 contains 16169 members 
Mstep: Class 40 contains 2448 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11680 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028016.000000 Penalty: 85805.187500
Iteration 231Q: 44 clusters Score -8.102802e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 40711 members 
Mstep: Class 3 contains 4222 members 
Mstep: Class 4 contains 69583 members 
Mstep: Class 5 contains 11641 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33825 members 
Mstep: Class 8 contains 11136 members 
Mstep: Class 9 contains 26330 members 
Mstep: Class 10 contains 2401 members 
Mstep: Class 11 contains 25588 members 
Mstep: Class 12 contains 1553 members 
Mstep: Class 13 contains 4579 members 
Mstep: Class 14 contains 67479 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2741 members 
Mstep: Class 17 contains 9129 members 
Mstep: Class 18 contains 22272 members 
Mstep: Class 19 contains 7544 members 
Mstep: Class 20 contains 6950 members 
Mstep: Class 21 contains 21812 members 
Mstep: Class 22 contains 19126 members 
Mstep: Class 23 contains 18820 members 
Mstep: Class 24 contains 52890 members 
Mstep: Class 25 contains 2570 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6021 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9489 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11175 members 
Mstep: Class 32 contains 48699 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 58749 members 
Mstep: Class 39 contains 16169 members 
Mstep: Class 40 contains 2448 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11681 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028032.000000 Penalty: 85805.187500
Iteration 232Q: 44 clusters Score -8.102803e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 40710 members 
Mstep: Class 3 contains 4222 members 
Mstep: Class 4 contains 69602 members 
Mstep: Class 5 contains 11640 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33823 members 
Mstep: Class 8 contains 11137 members 
Mstep: Class 9 contains 26330 members 
Mstep: Class 10 contains 2401 members 
Mstep: Class 11 contains 25590 members 
Mstep: Class 12 contains 1553 members 
Mstep: Class 13 contains 4579 members 
Mstep: Class 14 contains 67480 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2741 members 
Mstep: Class 17 contains 9129 members 
Mstep: Class 18 contains 22270 members 
Mstep: Class 19 contains 7546 members 
Mstep: Class 20 contains 6950 members 
Mstep: Class 21 contains 21812 members 
Mstep: Class 22 contains 19124 members 
Mstep: Class 23 contains 18820 members 
Mstep: Class 24 contains 52873 members 
Mstep: Class 25 contains 2570 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6021 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9489 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11178 members 
Mstep: Class 32 contains 48667 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 58774 members 
Mstep: Class 39 contains 16169 members 
Mstep: Class 40 contains 2448 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11683 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028008.000000 Penalty: 85805.187500
Iteration 233Q: 44 clusters Score -8.102801e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 40708 members 
Mstep: Class 3 contains 4222 members 
Mstep: Class 4 contains 69618 members 
Mstep: Class 5 contains 11640 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33826 members 
Mstep: Class 8 contains 11137 members 
Mstep: Class 9 contains 26330 members 
Mstep: Class 10 contains 2402 members 
Mstep: Class 11 contains 25590 members 
Mstep: Class 12 contains 1553 members 
Mstep: Class 13 contains 4580 members 
Mstep: Class 14 contains 67479 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 9130 members 
Mstep: Class 18 contains 22268 members 
Mstep: Class 19 contains 7546 members 
Mstep: Class 20 contains 6950 members 
Mstep: Class 21 contains 21811 members 
Mstep: Class 22 contains 19127 members 
Mstep: Class 23 contains 18820 members 
Mstep: Class 24 contains 52850 members 
Mstep: Class 25 contains 2570 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6021 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9489 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11177 members 
Mstep: Class 32 contains 48637 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 58808 members 
Mstep: Class 39 contains 16169 members 
Mstep: Class 40 contains 2448 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11684 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027944.000000 Penalty: 85805.187500
Iteration 234Q: 44 clusters Score -8.102794e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 40706 members 
Mstep: Class 3 contains 4222 members 
Mstep: Class 4 contains 69637 members 
Mstep: Class 5 contains 11640 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33825 members 
Mstep: Class 8 contains 11137 members 
Mstep: Class 9 contains 26330 members 
Mstep: Class 10 contains 2403 members 
Mstep: Class 11 contains 25590 members 
Mstep: Class 12 contains 1553 members 
Mstep: Class 13 contains 4581 members 
Mstep: Class 14 contains 67480 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 9130 members 
Mstep: Class 18 contains 22268 members 
Mstep: Class 19 contains 7545 members 
Mstep: Class 20 contains 6950 members 
Mstep: Class 21 contains 21811 members 
Mstep: Class 22 contains 19129 members 
Mstep: Class 23 contains 18820 members 
Mstep: Class 24 contains 52834 members 
Mstep: Class 25 contains 2570 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6021 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9489 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11177 members 
Mstep: Class 32 contains 48614 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 58830 members 
Mstep: Class 39 contains 16169 members 
Mstep: Class 40 contains 2448 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11683 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027984.000000 Penalty: 85805.187500
Iteration 235Q: 44 clusters Score -8.102798e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 40706 members 
Mstep: Class 3 contains 4222 members 
Mstep: Class 4 contains 69647 members 
Mstep: Class 5 contains 11639 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33827 members 
Mstep: Class 8 contains 11137 members 
Mstep: Class 9 contains 26330 members 
Mstep: Class 10 contains 2404 members 
Mstep: Class 11 contains 25586 members 
Mstep: Class 12 contains 1553 members 
Mstep: Class 13 contains 4580 members 
Mstep: Class 14 contains 67482 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2743 members 
Mstep: Class 17 contains 9130 members 
Mstep: Class 18 contains 22271 members 
Mstep: Class 19 contains 7545 members 
Mstep: Class 20 contains 6950 members 
Mstep: Class 21 contains 21811 members 
Mstep: Class 22 contains 19131 members 
Mstep: Class 23 contains 18819 members 
Mstep: Class 24 contains 52816 members 
Mstep: Class 25 contains 2570 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6022 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9489 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11182 members 
Mstep: Class 32 contains 48591 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 58852 members 
Mstep: Class 39 contains 16169 members 
Mstep: Class 40 contains 2448 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11685 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027904.000000 Penalty: 85805.187500
Iteration 236Q: 44 clusters Score -8.10279e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 40704 members 
Mstep: Class 3 contains 4222 members 
Mstep: Class 4 contains 69659 members 
Mstep: Class 5 contains 11637 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33829 members 
Mstep: Class 8 contains 11137 members 
Mstep: Class 9 contains 26329 members 
Mstep: Class 10 contains 2405 members 
Mstep: Class 11 contains 25589 members 
Mstep: Class 12 contains 1553 members 
Mstep: Class 13 contains 4577 members 
Mstep: Class 14 contains 67481 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2743 members 
Mstep: Class 17 contains 9130 members 
Mstep: Class 18 contains 22272 members 
Mstep: Class 19 contains 7546 members 
Mstep: Class 20 contains 6950 members 
Mstep: Class 21 contains 21811 members 
Mstep: Class 22 contains 19131 members 
Mstep: Class 23 contains 18818 members 
Mstep: Class 24 contains 52808 members 
Mstep: Class 25 contains 2570 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6021 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9489 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11187 members 
Mstep: Class 32 contains 48565 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 58872 members 
Mstep: Class 39 contains 16169 members 
Mstep: Class 40 contains 2448 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11686 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027840.000000 Penalty: 85805.187500
Iteration 237Q: 44 clusters Score -8.102784e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 40700 members 
Mstep: Class 3 contains 4222 members 
Mstep: Class 4 contains 69666 members 
Mstep: Class 5 contains 11637 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33831 members 
Mstep: Class 8 contains 11137 members 
Mstep: Class 9 contains 26329 members 
Mstep: Class 10 contains 2407 members 
Mstep: Class 11 contains 25587 members 
Mstep: Class 12 contains 1553 members 
Mstep: Class 13 contains 4577 members 
Mstep: Class 14 contains 67480 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2743 members 
Mstep: Class 17 contains 9131 members 
Mstep: Class 18 contains 22275 members 
Mstep: Class 19 contains 7546 members 
Mstep: Class 20 contains 6950 members 
Mstep: Class 21 contains 21811 members 
Mstep: Class 22 contains 19131 members 
Mstep: Class 23 contains 18818 members 
Mstep: Class 24 contains 52794 members 
Mstep: Class 25 contains 2570 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6021 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9489 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11190 members 
Mstep: Class 32 contains 48547 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 58894 members 
Mstep: Class 39 contains 16169 members 
Mstep: Class 40 contains 2448 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11686 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027936.000000 Penalty: 85805.187500
Iteration 238Q: 44 clusters Score -8.102794e+07 nChanged 123
Entering ConstructFrom: 
Score: -81027936.000000 Penalty: 85805.187500
Entering ConstructFrom: 
Trying to split cluster 1 (6519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Entering Unmasked Estep 
Score: -781549.562500 Penalty: 1306.832520
	Iteration 0F: 2 clusters Score -781549.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -776919.562500 Penalty: 2613.665039
	Iteration 0F: 3 clusters Score -776919.6 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -778343.625000 Penalty: 2613.665039
	Iteration 1F: 3 clusters Score -778343.6 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -778604.500000 Penalty: 2613.665039
	Iteration 2F: 3 clusters Score -778604.5 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -778774.687500 Penalty: 2613.665039
	Iteration 3F: 3 clusters Score -778774.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -778917.062500 Penalty: 2613.665039
	Iteration 4Q: 3 clusters Score -778917.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -779050.625000 Penalty: 2613.665039
	Iteration 5Q: 3 clusters Score -779050.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -779158.437500 Penalty: 2613.665039
	Iteration 6Q: 3 clusters Score -779158.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -779257.187500 Penalty: 2613.665039
	Iteration 7Q: 3 clusters Score -779257.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -779355.625000 Penalty: 2613.665039
	Iteration 8Q: 3 clusters Score -779355.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -779449.000000 Penalty: 2613.665039
	Iteration 9Q: 3 clusters Score -779449 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -779543.812500 Penalty: 2613.665039
	Iteration 10Q: 3 clusters Score -779543.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -779647.437500 Penalty: 2613.665039
	Iteration 11Q: 3 clusters Score -779647.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -779761.562500 Penalty: 2613.665039
	Iteration 12Q: 3 clusters Score -779761.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -779892.750000 Penalty: 2613.665039
	Iteration 13Q: 3 clusters Score -779892.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -780037.562500 Penalty: 2613.665039
	Iteration 14Q: 3 clusters Score -780037.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -780172.687500 Penalty: 2613.665039
	Iteration 15Q: 3 clusters Score -780172.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -780285.937500 Penalty: 2613.665039
	Iteration 16Q: 3 clusters Score -780285.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -780373.062500 Penalty: 2613.665039
	Iteration 17Q: 3 clusters Score -780373.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -780426.687500 Penalty: 2613.665039
	Iteration 18Q: 3 clusters Score -780426.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -780463.500000 Penalty: 2613.665039
	Iteration 19Q: 3 clusters Score -780463.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -780500.187500 Penalty: 2613.665039
	Iteration 20F: 3 clusters Score -780500.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -780528.312500 Penalty: 2613.665039
	Iteration 21Q: 3 clusters Score -780528.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -780555.500000 Penalty: 2613.665039
	Iteration 22Q: 3 clusters Score -780555.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -780580.375000 Penalty: 2613.665039
	Iteration 23Q: 3 clusters Score -780580.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -780592.562500 Penalty: 2613.665039
	Iteration 24Q: 3 clusters Score -780592.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -780601.437500 Penalty: 2613.665039
	Iteration 25Q: 3 clusters Score -780601.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -780609.187500 Penalty: 2613.665039
	Iteration 26Q: 3 clusters Score -780609.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -780613.625000 Penalty: 2613.665039
	Iteration 27Q: 3 clusters Score -780613.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -780620.500000 Penalty: 2613.665039
	Iteration 28Q: 3 clusters Score -780620.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -780627.250000 Penalty: 2613.665039
	Iteration 29Q: 3 clusters Score -780627.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -780628.812500 Penalty: 2613.665039
	Iteration 30Q: 3 clusters Score -780628.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -780633.500000 Penalty: 2613.665039
	Iteration 31Q: 3 clusters Score -780633.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -780636.750000 Penalty: 2613.665039
	Iteration 32Q: 3 clusters Score -780636.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -780641.375000 Penalty: 2613.665039
	Iteration 33Q: 3 clusters Score -780641.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -780644.375000 Penalty: 2613.665039
	Iteration 34Q: 3 clusters Score -780644.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -780648.062500 Penalty: 2613.665039
	Iteration 35Q: 3 clusters Score -780648.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -780650.500000 Penalty: 2613.665039
	Iteration 36Q: 3 clusters Score -780650.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -780652.500000 Penalty: 2613.665039
	Iteration 37Q: 3 clusters Score -780652.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -780655.875000 Penalty: 2613.665039
	Iteration 38Q: 3 clusters Score -780655.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -780659.062500 Penalty: 2613.665039
	Iteration 39Q: 3 clusters Score -780659.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -780661.875000 Penalty: 2613.665039
	Iteration 40F: 3 clusters Score -780661.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -780666.875000 Penalty: 2613.665039
	Iteration 41Q: 3 clusters Score -780666.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -780671.625000 Penalty: 2613.665039
	Iteration 42Q: 3 clusters Score -780671.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -780673.875000 Penalty: 2613.665039
	Iteration 43Q: 3 clusters Score -780673.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -780676.125000 Penalty: 2613.665039
	Iteration 44Q: 3 clusters Score -780676.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -780679.312500 Penalty: 2613.665039
	Iteration 45Q: 3 clusters Score -780679.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -780680.687500 Penalty: 2613.665039
	Iteration 46Q: 3 clusters Score -780680.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -780683.000000 Penalty: 2613.665039
	Iteration 47Q: 3 clusters Score -780683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -780682.750000 Penalty: 2613.665039
	Iteration 48Q: 3 clusters Score -780682.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -780683.500000 Penalty: 2613.665039
	Iteration 49Q: 3 clusters Score -780683.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -780685.625000 Penalty: 2613.665039
	Iteration 50Q: 3 clusters Score -780685.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -780686.875000 Penalty: 2613.665039
	Iteration 51Q: 3 clusters Score -780686.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -780689.125000 Penalty: 2613.665039
	Iteration 52Q: 3 clusters Score -780689.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -780691.187500 Penalty: 2613.665039
	Iteration 53Q: 3 clusters Score -780691.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -780692.062500 Penalty: 2613.665039
	Iteration 54Q: 3 clusters Score -780692.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -780694.312500 Penalty: 2613.665039
	Iteration 55Q: 3 clusters Score -780694.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -780694.125000 Penalty: 2613.665039
	Iteration 56Q: 3 clusters Score -780694.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -780695.875000 Penalty: 2613.665039
	Iteration 57Q: 3 clusters Score -780695.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -780697.000000 Penalty: 2613.665039
	Iteration 58Q: 3 clusters Score -780697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -780696.250000 Penalty: 2613.665039
	Iteration 59Q: 3 clusters Score -780696.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -780698.187500 Penalty: 2613.665039
	Iteration 60F: 3 clusters Score -780698.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -780699.437500 Penalty: 2613.665039
	Iteration 61Q: 3 clusters Score -780699.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -780701.562500 Penalty: 2613.665039
	Iteration 62Q: 3 clusters Score -780701.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -780702.437500 Penalty: 2613.665039
	Iteration 63Q: 3 clusters Score -780702.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -780702.687500 Penalty: 2613.665039
	Iteration 64Q: 3 clusters Score -780702.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -780703.937500 Penalty: 2613.665039
	Iteration 65Q: 3 clusters Score -780703.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -780705.062500 Penalty: 2613.665039
	Iteration 66Q: 3 clusters Score -780705.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -780705.187500 Penalty: 2613.665039
	Iteration 67Q: 3 clusters Score -780705.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -780705.375000 Penalty: 2613.665039
	Iteration 68Q: 3 clusters Score -780705.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -780706.312500 Penalty: 2613.665039
	Iteration 69Q: 3 clusters Score -780706.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -780706.437500 Penalty: 2613.665039
	Iteration 70Q: 3 clusters Score -780706.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -780707.500000 Penalty: 2613.665039
	Iteration 71Q: 3 clusters Score -780707.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -780707.812500 Penalty: 2613.665039
	Iteration 72Q: 3 clusters Score -780707.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -780708.062500 Penalty: 2613.665039
	Iteration 73Q: 3 clusters Score -780708.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -780708.062500 Penalty: 2613.665039
	Iteration 74F: 3 clusters Score -780708.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (40698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40698 members 
Entering Unmasked Estep 
Score: -5002165.500000 Penalty: 1579.353516
	Iteration 0F: 2 clusters Score -5002166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -4975785.500000 Penalty: 3158.707031
	Iteration 0F: 3 clusters Score -4975786 nChanged 18617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
Score: -4985986.500000 Penalty: 3158.707031
	Iteration 1F: 3 clusters Score -4985986 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20492 members 
Mstep: Class 2 contains 20206 members 
Entering Unmasked Estep 
Score: -4986544.000000 Penalty: 3158.707031
	Iteration 2Q: 3 clusters Score -4986544 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 20107 members 
Entering Unmasked Estep 
Score: -4987039.000000 Penalty: 3158.707031
	Iteration 3Q: 3 clusters Score -4987039 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -4987467.000000 Penalty: 3158.707031
	Iteration 4Q: 3 clusters Score -4987467 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -4987963.000000 Penalty: 3158.707031
	Iteration 5Q: 3 clusters Score -4987963 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21507 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -4988574.500000 Penalty: 3158.707031
	Iteration 6Q: 3 clusters Score -4988574 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -4989237.000000 Penalty: 3158.707031
	Iteration 7Q: 3 clusters Score -4989237 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -4989988.000000 Penalty: 3158.707031
	Iteration 8Q: 3 clusters Score -4989988 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23920 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -4990835.500000 Penalty: 3158.707031
	Iteration 9Q: 3 clusters Score -4990836 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24978 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -4991757.500000 Penalty: 3158.707031
	Iteration 10Q: 3 clusters Score -4991758 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26091 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -4992659.000000 Penalty: 3158.707031
	Iteration 11Q: 3 clusters Score -4992659 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27229 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -4993673.000000 Penalty: 3158.707031
	Iteration 12Q: 3 clusters Score -4993673 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28366 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -4994737.000000 Penalty: 3158.707031
	Iteration 13Q: 3 clusters Score -4994737 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29442 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -4995788.000000 Penalty: 3158.707031
	Iteration 14Q: 3 clusters Score -4995788 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30406 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -4996634.500000 Penalty: 3158.707031
	Iteration 15Q: 3 clusters Score -4996634 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31250 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -4997222.000000 Penalty: 3158.707031
	Iteration 16Q: 3 clusters Score -4997222 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32051 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -4997699.000000 Penalty: 3158.707031
	Iteration 17Q: 3 clusters Score -4997699 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32801 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -4998105.000000 Penalty: 3158.707031
	Iteration 18Q: 3 clusters Score -4998105 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33472 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -4998450.000000 Penalty: 3158.707031
	Iteration 19Q: 3 clusters Score -4998450 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34096 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -4998767.000000 Penalty: 3158.707031
	Iteration 20F: 3 clusters Score -4998767 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34684 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -4999050.000000 Penalty: 3158.707031
	Iteration 21Q: 3 clusters Score -4999050 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35216 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -4999261.500000 Penalty: 3158.707031
	Iteration 22Q: 3 clusters Score -4999262 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35695 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -4999423.500000 Penalty: 3158.707031
	Iteration 23Q: 3 clusters Score -4999424 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36116 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -4999631.500000 Penalty: 3158.707031
	Iteration 24Q: 3 clusters Score -4999632 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36553 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -4999855.500000 Penalty: 3158.707031
	Iteration 25Q: 3 clusters Score -4999856 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36960 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -5000050.000000 Penalty: 3158.707031
	Iteration 26Q: 3 clusters Score -5000050 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37302 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -5000187.000000 Penalty: 3158.707031
	Iteration 27Q: 3 clusters Score -5000187 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37599 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -5000313.500000 Penalty: 3158.707031
	Iteration 28Q: 3 clusters Score -5000314 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37851 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -5000412.000000 Penalty: 3158.707031
	Iteration 29Q: 3 clusters Score -5000412 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38062 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -5000522.500000 Penalty: 3158.707031
	Iteration 30Q: 3 clusters Score -5000522 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38269 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -5000596.500000 Penalty: 3158.707031
	Iteration 31Q: 3 clusters Score -5000596 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38460 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -5000707.000000 Penalty: 3158.707031
	Iteration 32Q: 3 clusters Score -5000707 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38627 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -5000795.500000 Penalty: 3158.707031
	Iteration 33Q: 3 clusters Score -5000796 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38775 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -5000864.500000 Penalty: 3158.707031
	Iteration 34Q: 3 clusters Score -5000864 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38900 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -5000920.500000 Penalty: 3158.707031
	Iteration 35Q: 3 clusters Score -5000920 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39001 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -5000953.000000 Penalty: 3158.707031
	Iteration 36Q: 3 clusters Score -5000953 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39088 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -5000984.500000 Penalty: 3158.707031
	Iteration 37Q: 3 clusters Score -5000984 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39169 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -5001020.500000 Penalty: 3158.707031
	Iteration 38Q: 3 clusters Score -5001020 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39227 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -5001047.500000 Penalty: 3158.707031
	Iteration 39Q: 3 clusters Score -5001048 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39278 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -5001066.500000 Penalty: 3158.707031
	Iteration 40F: 3 clusters Score -5001066 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39320 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -5001096.000000 Penalty: 3158.707031
	Iteration 41Q: 3 clusters Score -5001096 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39364 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -5001101.500000 Penalty: 3158.707031
	Iteration 42Q: 3 clusters Score -5001102 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39401 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -5001117.000000 Penalty: 3158.707031
	Iteration 43Q: 3 clusters Score -5001117 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39430 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -5001129.000000 Penalty: 3158.707031
	Iteration 44Q: 3 clusters Score -5001129 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39453 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -5001133.000000 Penalty: 3158.707031
	Iteration 45Q: 3 clusters Score -5001133 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39477 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -5001138.500000 Penalty: 3158.707031
	Iteration 46Q: 3 clusters Score -5001138 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39496 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -5001145.000000 Penalty: 3158.707031
	Iteration 47Q: 3 clusters Score -5001145 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39506 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -5001151.000000 Penalty: 3158.707031
	Iteration 48Q: 3 clusters Score -5001151 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39518 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -5001153.500000 Penalty: 3158.707031
	Iteration 49Q: 3 clusters Score -5001154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39529 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -5001161.000000 Penalty: 3158.707031
	Iteration 50Q: 3 clusters Score -5001161 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39540 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -5001165.500000 Penalty: 3158.707031
	Iteration 51Q: 3 clusters Score -5001166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39546 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -5001167.000000 Penalty: 3158.707031
	Iteration 52Q: 3 clusters Score -5001167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39552 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -5001170.000000 Penalty: 3158.707031
	Iteration 53Q: 3 clusters Score -5001170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39560 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -5001171.500000 Penalty: 3158.707031
	Iteration 54Q: 3 clusters Score -5001172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39568 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -5001174.500000 Penalty: 3158.707031
	Iteration 55Q: 3 clusters Score -5001174 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39579 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -5001188.500000 Penalty: 3158.707031
	Iteration 56Q: 3 clusters Score -5001188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39588 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -5001196.500000 Penalty: 3158.707031
	Iteration 57Q: 3 clusters Score -5001196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39598 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -5001204.500000 Penalty: 3158.707031
	Iteration 58Q: 3 clusters Score -5001204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39602 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -5001206.500000 Penalty: 3158.707031
	Iteration 59Q: 3 clusters Score -5001206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39608 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -5001201.500000 Penalty: 3158.707031
	Iteration 60F: 3 clusters Score -5001202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39613 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -5001202.500000 Penalty: 3158.707031
	Iteration 61Q: 3 clusters Score -5001202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39619 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -5001209.500000 Penalty: 3158.707031
	Iteration 62Q: 3 clusters Score -5001210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39624 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -5001209.000000 Penalty: 3158.707031
	Iteration 63Q: 3 clusters Score -5001209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39631 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -5001217.000000 Penalty: 3158.707031
	Iteration 64Q: 3 clusters Score -5001217 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39640 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -5001220.000000 Penalty: 3158.707031
	Iteration 65Q: 3 clusters Score -5001220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39641 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -5001225.000000 Penalty: 3158.707031
	Iteration 66Q: 3 clusters Score -5001225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39643 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -5001223.500000 Penalty: 3158.707031
	Iteration 67Q: 3 clusters Score -5001224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39643 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -5001223.500000 Penalty: 3158.707031
	Iteration 68F: 3 clusters Score -5001224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Entering Unmasked Estep 
Score: -491764.187500 Penalty: 1242.192017
	Iteration 0F: 2 clusters Score -491764.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -488625.312500 Penalty: 2484.384033
	Iteration 0F: 3 clusters Score -488625.3 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -489533.093750 Penalty: 2484.384033
	Iteration 1F: 3 clusters Score -489533.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -489743.531250 Penalty: 2484.384033
	Iteration 2F: 3 clusters Score -489743.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -489890.343750 Penalty: 2484.384033
	Iteration 3F: 3 clusters Score -489890.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -489998.500000 Penalty: 2484.384033
	Iteration 4Q: 3 clusters Score -489998.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -490091.625000 Penalty: 2484.384033
	Iteration 5Q: 3 clusters Score -490091.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -490182.125000 Penalty: 2484.384033
	Iteration 6Q: 3 clusters Score -490182.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -490279.812500 Penalty: 2484.384033
	Iteration 7Q: 3 clusters Score -490279.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -490379.593750 Penalty: 2484.384033
	Iteration 8Q: 3 clusters Score -490379.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -490490.187500 Penalty: 2484.384033
	Iteration 9Q: 3 clusters Score -490490.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -490591.062500 Penalty: 2484.384033
	Iteration 10Q: 3 clusters Score -490591.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -490682.781250 Penalty: 2484.384033
	Iteration 11Q: 3 clusters Score -490682.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -490769.375000 Penalty: 2484.384033
	Iteration 12Q: 3 clusters Score -490769.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -490837.406250 Penalty: 2484.384033
	Iteration 13Q: 3 clusters Score -490837.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -490881.125000 Penalty: 2484.384033
	Iteration 14Q: 3 clusters Score -490881.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -490908.843750 Penalty: 2484.384033
	Iteration 15Q: 3 clusters Score -490908.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -490938.718750 Penalty: 2484.384033
	Iteration 16Q: 3 clusters Score -490938.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -490960.781250 Penalty: 2484.384033
	Iteration 17Q: 3 clusters Score -490960.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -490979.000000 Penalty: 2484.384033
	Iteration 18Q: 3 clusters Score -490979 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -490997.875000 Penalty: 2484.384033
	Iteration 19Q: 3 clusters Score -490997.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -491027.875000 Penalty: 2484.384033
	Iteration 20F: 3 clusters Score -491027.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -491057.375000 Penalty: 2484.384033
	Iteration 21Q: 3 clusters Score -491057.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -491081.812500 Penalty: 2484.384033
	Iteration 22Q: 3 clusters Score -491081.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -491102.656250 Penalty: 2484.384033
	Iteration 23Q: 3 clusters Score -491102.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -491119.531250 Penalty: 2484.384033
	Iteration 24Q: 3 clusters Score -491119.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -491131.468750 Penalty: 2484.384033
	Iteration 25Q: 3 clusters Score -491131.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -491143.281250 Penalty: 2484.384033
	Iteration 26Q: 3 clusters Score -491143.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -491151.531250 Penalty: 2484.384033
	Iteration 27Q: 3 clusters Score -491151.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -491158.468750 Penalty: 2484.384033
	Iteration 28Q: 3 clusters Score -491158.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -491164.500000 Penalty: 2484.384033
	Iteration 29Q: 3 clusters Score -491164.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -491171.656250 Penalty: 2484.384033
	Iteration 30Q: 3 clusters Score -491171.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -491175.312500 Penalty: 2484.384033
	Iteration 31Q: 3 clusters Score -491175.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -491182.187500 Penalty: 2484.384033
	Iteration 32Q: 3 clusters Score -491182.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -491187.000000 Penalty: 2484.384033
	Iteration 33Q: 3 clusters Score -491187 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -491191.437500 Penalty: 2484.384033
	Iteration 34Q: 3 clusters Score -491191.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -491200.562500 Penalty: 2484.384033
	Iteration 35Q: 3 clusters Score -491200.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -491209.312500 Penalty: 2484.384033
	Iteration 36Q: 3 clusters Score -491209.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -491220.312500 Penalty: 2484.384033
	Iteration 37Q: 3 clusters Score -491220.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -491230.250000 Penalty: 2484.384033
	Iteration 38Q: 3 clusters Score -491230.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -491241.281250 Penalty: 2484.384033
	Iteration 39Q: 3 clusters Score -491241.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -491247.937500 Penalty: 2484.384033
	Iteration 40F: 3 clusters Score -491247.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -491253.000000 Penalty: 2484.384033
	Iteration 41Q: 3 clusters Score -491253 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -491254.406250 Penalty: 2484.384033
	Iteration 42Q: 3 clusters Score -491254.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -491255.718750 Penalty: 2484.384033
	Iteration 43Q: 3 clusters Score -491255.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -491256.187500 Penalty: 2484.384033
	Iteration 44Q: 3 clusters Score -491256.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -491257.500000 Penalty: 2484.384033
	Iteration 45Q: 3 clusters Score -491257.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -491257.781250 Penalty: 2484.384033
	Iteration 46Q: 3 clusters Score -491257.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -491259.468750 Penalty: 2484.384033
	Iteration 47Q: 3 clusters Score -491259.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -491261.187500 Penalty: 2484.384033
	Iteration 48Q: 3 clusters Score -491261.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -491264.937500 Penalty: 2484.384033
	Iteration 49Q: 3 clusters Score -491264.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -491267.187500 Penalty: 2484.384033
	Iteration 50Q: 3 clusters Score -491267.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -491271.281250 Penalty: 2484.384033
	Iteration 51Q: 3 clusters Score -491271.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -491274.187500 Penalty: 2484.384033
	Iteration 52Q: 3 clusters Score -491274.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -491279.093750 Penalty: 2484.384033
	Iteration 53Q: 3 clusters Score -491279.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -491282.750000 Penalty: 2484.384033
	Iteration 54Q: 3 clusters Score -491282.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -491284.187500 Penalty: 2484.384033
	Iteration 55Q: 3 clusters Score -491284.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -491285.125000 Penalty: 2484.384033
	Iteration 56Q: 3 clusters Score -491285.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -491285.843750 Penalty: 2484.384033
	Iteration 57Q: 3 clusters Score -491285.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -491286.437500 Penalty: 2484.384033
	Iteration 58Q: 3 clusters Score -491286.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -491287.937500 Penalty: 2484.384033
	Iteration 59Q: 3 clusters Score -491287.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -491289.593750 Penalty: 2484.384033
	Iteration 60F: 3 clusters Score -491289.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -491290.062500 Penalty: 2484.384033
	Iteration 61Q: 3 clusters Score -491290.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -491292.343750 Penalty: 2484.384033
	Iteration 62Q: 3 clusters Score -491292.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -491292.906250 Penalty: 2484.384033
	Iteration 63Q: 3 clusters Score -491292.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -491293.906250 Penalty: 2484.384033
	Iteration 64Q: 3 clusters Score -491293.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -491293.906250 Penalty: 2484.384033
	Iteration 65F: 3 clusters Score -491293.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (69681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69681 members 
Entering Unmasked Estep 
Score: -8759170.000000 Penalty: 1659.370483
	Iteration 0F: 2 clusters Score -8759170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34935 members 
Mstep: Class 2 contains 34746 members 
Entering Unmasked Estep 
Score: -8716547.000000 Penalty: 3318.740967
	Iteration 0F: 3 clusters Score -8716547 nChanged 32527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35972 members 
Mstep: Class 2 contains 33709 members 
Entering Unmasked Estep 
Score: -8735057.000000 Penalty: 3318.740967
	Iteration 1F: 3 clusters Score -8735057 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36791 members 
Mstep: Class 2 contains 32890 members 
Entering Unmasked Estep 
Score: -8735985.000000 Penalty: 3318.740967
	Iteration 2Q: 3 clusters Score -8735985 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38082 members 
Mstep: Class 2 contains 31599 members 
Entering Unmasked Estep 
Score: -8737282.000000 Penalty: 3318.740967
	Iteration 3Q: 3 clusters Score -8737282 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40019 members 
Mstep: Class 2 contains 29662 members 
Entering Unmasked Estep 
Score: -8739335.000000 Penalty: 3318.740967
	Iteration 4F: 3 clusters Score -8739335 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42740 members 
Mstep: Class 2 contains 26941 members 
Entering Unmasked Estep 
Score: -8742326.000000 Penalty: 3318.740967
	Iteration 5F: 3 clusters Score -8742326 nChanged 5273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46035 members 
Mstep: Class 2 contains 23646 members 
Entering Unmasked Estep 
Score: -8746018.000000 Penalty: 3318.740967
	Iteration 6F: 3 clusters Score -8746018 nChanged 5099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49184 members 
Mstep: Class 2 contains 20497 members 
Entering Unmasked Estep 
Score: -8749959.000000 Penalty: 3318.740967
	Iteration 7F: 3 clusters Score -8749959 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51579 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -8753366.000000 Penalty: 3318.740967
	Iteration 8F: 3 clusters Score -8753366 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52880 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -8755594.000000 Penalty: 3318.740967
	Iteration 9Q: 3 clusters Score -8755594 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53560 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -8756692.000000 Penalty: 3318.740967
	Iteration 10Q: 3 clusters Score -8756692 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54005 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -8757283.000000 Penalty: 3318.740967
	Iteration 11Q: 3 clusters Score -8757283 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54353 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -8757653.000000 Penalty: 3318.740967
	Iteration 12Q: 3 clusters Score -8757653 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54649 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -8757952.000000 Penalty: 3318.740967
	Iteration 13Q: 3 clusters Score -8757952 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54907 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -8758189.000000 Penalty: 3318.740967
	Iteration 14Q: 3 clusters Score -8758189 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55115 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -8758344.000000 Penalty: 3318.740967
	Iteration 15Q: 3 clusters Score -8758344 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55296 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -8758486.000000 Penalty: 3318.740967
	Iteration 16Q: 3 clusters Score -8758486 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55475 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -8758576.000000 Penalty: 3318.740967
	Iteration 17Q: 3 clusters Score -8758576 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55632 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -8758647.000000 Penalty: 3318.740967
	Iteration 18Q: 3 clusters Score -8758647 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55776 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -8758676.000000 Penalty: 3318.740967
	Iteration 19Q: 3 clusters Score -8758676 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55886 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -8758728.000000 Penalty: 3318.740967
	Iteration 20F: 3 clusters Score -8758728 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55992 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -8758747.000000 Penalty: 3318.740967
	Iteration 21Q: 3 clusters Score -8758747 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56100 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -8758754.000000 Penalty: 3318.740967
	Iteration 22Q: 3 clusters Score -8758754 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56185 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -8758754.000000 Penalty: 3318.740967
	Iteration 23Q: 3 clusters Score -8758754 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56255 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -8758760.000000 Penalty: 3318.740967
	Iteration 24Q: 3 clusters Score -8758760 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56327 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -8758751.000000 Penalty: 3318.740967
	Iteration 25Q: 3 clusters Score -8758751 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56396 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -8758760.000000 Penalty: 3318.740967
	Iteration 26Q: 3 clusters Score -8758760 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56459 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -8758785.000000 Penalty: 3318.740967
	Iteration 27Q: 3 clusters Score -8758785 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56527 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -8758768.000000 Penalty: 3318.740967
	Iteration 28Q: 3 clusters Score -8758768 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56593 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -8758773.000000 Penalty: 3318.740967
	Iteration 29Q: 3 clusters Score -8758773 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56671 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -8758797.000000 Penalty: 3318.740967
	Iteration 30Q: 3 clusters Score -8758797 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56748 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -8758828.000000 Penalty: 3318.740967
	Iteration 31Q: 3 clusters Score -8758828 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56838 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -8758835.000000 Penalty: 3318.740967
	Iteration 32Q: 3 clusters Score -8758835 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56910 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -8758827.000000 Penalty: 3318.740967
	Iteration 33Q: 3 clusters Score -8758827 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56977 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -8758819.000000 Penalty: 3318.740967
	Iteration 34Q: 3 clusters Score -8758819 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57037 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -8758835.000000 Penalty: 3318.740967
	Iteration 35Q: 3 clusters Score -8758835 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57101 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -8758844.000000 Penalty: 3318.740967
	Iteration 36Q: 3 clusters Score -8758844 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57166 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -8758841.000000 Penalty: 3318.740967
	Iteration 37Q: 3 clusters Score -8758841 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57225 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -8758843.000000 Penalty: 3318.740967
	Iteration 38Q: 3 clusters Score -8758843 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57280 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -8758826.000000 Penalty: 3318.740967
	Iteration 39Q: 3 clusters Score -8758826 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57333 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -8758826.000000 Penalty: 3318.740967
	Iteration 40F: 3 clusters Score -8758826 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57381 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -8758831.000000 Penalty: 3318.740967
	Iteration 41Q: 3 clusters Score -8758831 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57421 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -8758844.000000 Penalty: 3318.740967
	Iteration 42Q: 3 clusters Score -8758844 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57466 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -8758836.000000 Penalty: 3318.740967
	Iteration 43Q: 3 clusters Score -8758836 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57504 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -8758844.000000 Penalty: 3318.740967
	Iteration 44Q: 3 clusters Score -8758844 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57546 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -8758832.000000 Penalty: 3318.740967
	Iteration 45Q: 3 clusters Score -8758832 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57590 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -8758843.000000 Penalty: 3318.740967
	Iteration 46Q: 3 clusters Score -8758843 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57633 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -8758834.000000 Penalty: 3318.740967
	Iteration 47Q: 3 clusters Score -8758834 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57670 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -8758837.000000 Penalty: 3318.740967
	Iteration 48Q: 3 clusters Score -8758837 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57695 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -8758832.000000 Penalty: 3318.740967
	Iteration 49Q: 3 clusters Score -8758832 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57736 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -8758837.000000 Penalty: 3318.740967
	Iteration 50Q: 3 clusters Score -8758837 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57780 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -8758837.000000 Penalty: 3318.740967
	Iteration 51Q: 3 clusters Score -8758837 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57814 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -8758836.000000 Penalty: 3318.740967
	Iteration 52Q: 3 clusters Score -8758836 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57845 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -8758830.000000 Penalty: 3318.740967
	Iteration 53Q: 3 clusters Score -8758830 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57874 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -8758850.000000 Penalty: 3318.740967
	Iteration 54Q: 3 clusters Score -8758850 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57907 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -8758852.000000 Penalty: 3318.740967
	Iteration 55Q: 3 clusters Score -8758852 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57935 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -8758858.000000 Penalty: 3318.740967
	Iteration 56Q: 3 clusters Score -8758858 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57971 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -8758847.000000 Penalty: 3318.740967
	Iteration 57Q: 3 clusters Score -8758847 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57997 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -8758848.000000 Penalty: 3318.740967
	Iteration 58Q: 3 clusters Score -8758848 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58018 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -8758845.000000 Penalty: 3318.740967
	Iteration 59Q: 3 clusters Score -8758845 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58039 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -8758849.000000 Penalty: 3318.740967
	Iteration 60F: 3 clusters Score -8758849 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58054 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -8758847.000000 Penalty: 3318.740967
	Iteration 61Q: 3 clusters Score -8758847 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58065 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -8758841.000000 Penalty: 3318.740967
	Iteration 62Q: 3 clusters Score -8758841 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58074 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -8758841.000000 Penalty: 3318.740967
	Iteration 63Q: 3 clusters Score -8758841 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58085 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -8758856.000000 Penalty: 3318.740967
	Iteration 64Q: 3 clusters Score -8758856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58096 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -8758848.000000 Penalty: 3318.740967
	Iteration 65Q: 3 clusters Score -8758848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58102 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -8758844.000000 Penalty: 3318.740967
	Iteration 66Q: 3 clusters Score -8758844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58108 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -8758842.000000 Penalty: 3318.740967
	Iteration 67Q: 3 clusters Score -8758842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58114 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -8758837.000000 Penalty: 3318.740967
	Iteration 68Q: 3 clusters Score -8758837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58119 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -8758843.000000 Penalty: 3318.740967
	Iteration 69Q: 3 clusters Score -8758843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58123 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -8758838.000000 Penalty: 3318.740967
	Iteration 70Q: 3 clusters Score -8758838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58127 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -8758841.000000 Penalty: 3318.740967
	Iteration 71Q: 3 clusters Score -8758841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58127 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -8758841.000000 Penalty: 3318.740967
	Iteration 72F: 3 clusters Score -8758841 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (11637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Entering Unmasked Estep 
Score: -1390671.000000 Penalty: 1393.057495
	Iteration 0F: 2 clusters Score -1390671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1382879.000000 Penalty: 2786.114990
	Iteration 0F: 3 clusters Score -1382879 nChanged 4881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1385562.750000 Penalty: 2786.114990
	Iteration 1F: 3 clusters Score -1385563 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1385984.000000 Penalty: 2786.114990
	Iteration 2F: 3 clusters Score -1385984 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1386353.500000 Penalty: 2786.114990
	Iteration 3F: 3 clusters Score -1386354 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1386825.750000 Penalty: 2786.114990
	Iteration 4F: 3 clusters Score -1386826 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1387426.750000 Penalty: 2786.114990
	Iteration 5F: 3 clusters Score -1387427 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1388130.625000 Penalty: 2786.114990
	Iteration 6F: 3 clusters Score -1388131 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1388870.500000 Penalty: 2786.114990
	Iteration 7F: 3 clusters Score -1388870 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1389485.375000 Penalty: 2786.114990
	Iteration 8F: 3 clusters Score -1389485 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1389895.375000 Penalty: 2786.114990
	Iteration 9Q: 3 clusters Score -1389895 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1390170.125000 Penalty: 2786.114990
	Iteration 10Q: 3 clusters Score -1390170 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1390338.500000 Penalty: 2786.114990
	Iteration 11Q: 3 clusters Score -1390338 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1390404.250000 Penalty: 2786.114990
	Iteration 12Q: 3 clusters Score -1390404 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1390441.500000 Penalty: 2786.114990
	Iteration 13Q: 3 clusters Score -1390442 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1390459.000000 Penalty: 2786.114990
	Iteration 14Q: 3 clusters Score -1390459 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1390465.000000 Penalty: 2786.114990
	Iteration 15Q: 3 clusters Score -1390465 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1390473.125000 Penalty: 2786.114990
	Iteration 16Q: 3 clusters Score -1390473 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1390476.250000 Penalty: 2786.114990
	Iteration 17Q: 3 clusters Score -1390476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1390478.125000 Penalty: 2786.114990
	Iteration 18Q: 3 clusters Score -1390478 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1390483.000000 Penalty: 2786.114990
	Iteration 19Q: 3 clusters Score -1390483 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1390485.125000 Penalty: 2786.114990
	Iteration 20F: 3 clusters Score -1390485 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1390484.625000 Penalty: 2786.114990
	Iteration 21Q: 3 clusters Score -1390485 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1390487.500000 Penalty: 2786.114990
	Iteration 22Q: 3 clusters Score -1390488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1390492.625000 Penalty: 2786.114990
	Iteration 23Q: 3 clusters Score -1390493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1390491.750000 Penalty: 2786.114990
	Iteration 24Q: 3 clusters Score -1390492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1390493.875000 Penalty: 2786.114990
	Iteration 25Q: 3 clusters Score -1390494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1390495.750000 Penalty: 2786.114990
	Iteration 26Q: 3 clusters Score -1390496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1390496.750000 Penalty: 2786.114990
	Iteration 27Q: 3 clusters Score -1390497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1390500.875000 Penalty: 2786.114990
	Iteration 28Q: 3 clusters Score -1390501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1390499.625000 Penalty: 2786.114990
	Iteration 29Q: 3 clusters Score -1390500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1390499.625000 Penalty: 2786.114990
	Iteration 30F: 3 clusters Score -1390500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Entering Unmasked Estep 
Score: -37316.703125 Penalty: 863.804077
	Iteration 0F: 2 clusters Score -37316.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -36612.792969 Penalty: 1727.608154
	Iteration 0F: 3 clusters Score -36612.79 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -36757.781250 Penalty: 1727.608154
	Iteration 1F: 3 clusters Score -36757.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -36792.734375 Penalty: 1727.608154
	Iteration 2Q: 3 clusters Score -36792.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -36796.589844 Penalty: 1727.608154
	Iteration 3Q: 3 clusters Score -36796.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -36796.589844 Penalty: 1727.608154
	Iteration 4F: 3 clusters Score -36796.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (33835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33835 members 
Entering Unmasked Estep 
Score: -4283289.000000 Penalty: 1551.872559
	Iteration 0F: 2 clusters Score -4283289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -4261302.000000 Penalty: 3103.745117
	Iteration 0F: 3 clusters Score -4261302 nChanged 15282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -4269417.500000 Penalty: 3103.745117
	Iteration 1F: 3 clusters Score -4269418 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -4269902.000000 Penalty: 3103.745117
	Iteration 2Q: 3 clusters Score -4269902 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -4270411.000000 Penalty: 3103.745117
	Iteration 3Q: 3 clusters Score -4270411 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -4271000.500000 Penalty: 3103.745117
	Iteration 4Q: 3 clusters Score -4271000 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -4271740.000000 Penalty: 3103.745117
	Iteration 5Q: 3 clusters Score -4271740 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22826 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -4272840.000000 Penalty: 3103.745117
	Iteration 6F: 3 clusters Score -4272840 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25051 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -4274481.000000 Penalty: 3103.745117
	Iteration 7F: 3 clusters Score -4274481 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27537 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -4276518.000000 Penalty: 3103.745117
	Iteration 8F: 3 clusters Score -4276518 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29820 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -4278531.500000 Penalty: 3103.745117
	Iteration 9F: 3 clusters Score -4278532 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31530 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -4280075.500000 Penalty: 3103.745117
	Iteration 10F: 3 clusters Score -4280076 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32586 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -4281045.500000 Penalty: 3103.745117
	Iteration 11Q: 3 clusters Score -4281046 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33107 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -4281523.000000 Penalty: 3103.745117
	Iteration 12Q: 3 clusters Score -4281523 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33329 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -4281726.500000 Penalty: 3103.745117
	Iteration 13Q: 3 clusters Score -4281726 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33426 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -4281843.500000 Penalty: 3103.745117
	Iteration 14Q: 3 clusters Score -4281844 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33463 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -4281909.000000 Penalty: 3103.745117
	Iteration 15Q: 3 clusters Score -4281909 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33491 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -4281942.000000 Penalty: 3103.745117
	Iteration 16Q: 3 clusters Score -4281942 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33507 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -4281961.500000 Penalty: 3103.745117
	Iteration 17Q: 3 clusters Score -4281962 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33520 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -4281978.000000 Penalty: 3103.745117
	Iteration 18Q: 3 clusters Score -4281978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33529 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -4281997.500000 Penalty: 3103.745117
	Iteration 19Q: 3 clusters Score -4281998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33534 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -4282003.500000 Penalty: 3103.745117
	Iteration 20F: 3 clusters Score -4282004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33535 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -4282009.500000 Penalty: 3103.745117
	Iteration 21Q: 3 clusters Score -4282010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33537 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -4282013.500000 Penalty: 3103.745117
	Iteration 22Q: 3 clusters Score -4282014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33539 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -4282020.000000 Penalty: 3103.745117
	Iteration 23Q: 3 clusters Score -4282020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33539 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -4282021.000000 Penalty: 3103.745117
	Iteration 24Q: 3 clusters Score -4282021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33539 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -4282021.000000 Penalty: 3103.745117
	Iteration 25F: 3 clusters Score -4282021 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Entering Unmasked Estep 
Score: -1354047.250000 Penalty: 1386.522705
	Iteration 0F: 2 clusters Score -1354047 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1346650.000000 Penalty: 2773.045410
	Iteration 0F: 3 clusters Score -1346650 nChanged 4597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1349103.625000 Penalty: 2773.045410
	Iteration 1F: 3 clusters Score -1349104 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1349470.625000 Penalty: 2773.045410
	Iteration 2F: 3 clusters Score -1349471 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1349765.000000 Penalty: 2773.045410
	Iteration 3F: 3 clusters Score -1349765 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1350036.500000 Penalty: 2773.045410
	Iteration 4Q: 3 clusters Score -1350036 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1350295.750000 Penalty: 2773.045410
	Iteration 5Q: 3 clusters Score -1350296 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1350556.875000 Penalty: 2773.045410
	Iteration 6Q: 3 clusters Score -1350557 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1350826.625000 Penalty: 2773.045410
	Iteration 7Q: 3 clusters Score -1350827 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1351067.125000 Penalty: 2773.045410
	Iteration 8Q: 3 clusters Score -1351067 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1351318.750000 Penalty: 2773.045410
	Iteration 9Q: 3 clusters Score -1351319 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1351560.625000 Penalty: 2773.045410
	Iteration 10Q: 3 clusters Score -1351561 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1351830.625000 Penalty: 2773.045410
	Iteration 11Q: 3 clusters Score -1351831 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1352104.250000 Penalty: 2773.045410
	Iteration 12Q: 3 clusters Score -1352104 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1352360.750000 Penalty: 2773.045410
	Iteration 13Q: 3 clusters Score -1352361 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1352565.250000 Penalty: 2773.045410
	Iteration 14Q: 3 clusters Score -1352565 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1352701.250000 Penalty: 2773.045410
	Iteration 15Q: 3 clusters Score -1352701 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1352800.125000 Penalty: 2773.045410
	Iteration 16Q: 3 clusters Score -1352800 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1352879.625000 Penalty: 2773.045410
	Iteration 17Q: 3 clusters Score -1352880 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1352924.375000 Penalty: 2773.045410
	Iteration 18Q: 3 clusters Score -1352924 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1352960.750000 Penalty: 2773.045410
	Iteration 19Q: 3 clusters Score -1352961 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1352985.625000 Penalty: 2773.045410
	Iteration 20F: 3 clusters Score -1352986 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1353004.250000 Penalty: 2773.045410
	Iteration 21Q: 3 clusters Score -1353004 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1353018.750000 Penalty: 2773.045410
	Iteration 22Q: 3 clusters Score -1353019 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1353026.250000 Penalty: 2773.045410
	Iteration 23Q: 3 clusters Score -1353026 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1353032.875000 Penalty: 2773.045410
	Iteration 24Q: 3 clusters Score -1353033 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1353047.750000 Penalty: 2773.045410
	Iteration 25Q: 3 clusters Score -1353048 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1353050.750000 Penalty: 2773.045410
	Iteration 26Q: 3 clusters Score -1353051 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1353060.125000 Penalty: 2773.045410
	Iteration 27Q: 3 clusters Score -1353060 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1353079.250000 Penalty: 2773.045410
	Iteration 28Q: 3 clusters Score -1353079 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1353090.875000 Penalty: 2773.045410
	Iteration 29Q: 3 clusters Score -1353091 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1353105.625000 Penalty: 2773.045410
	Iteration 30Q: 3 clusters Score -1353106 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1353120.500000 Penalty: 2773.045410
	Iteration 31Q: 3 clusters Score -1353120 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1353131.125000 Penalty: 2773.045410
	Iteration 32Q: 3 clusters Score -1353131 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1353136.250000 Penalty: 2773.045410
	Iteration 33Q: 3 clusters Score -1353136 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1353151.250000 Penalty: 2773.045410
	Iteration 34Q: 3 clusters Score -1353151 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1353156.625000 Penalty: 2773.045410
	Iteration 35Q: 3 clusters Score -1353157 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1353158.625000 Penalty: 2773.045410
	Iteration 36Q: 3 clusters Score -1353159 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1353162.875000 Penalty: 2773.045410
	Iteration 37Q: 3 clusters Score -1353163 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1353166.000000 Penalty: 2773.045410
	Iteration 38Q: 3 clusters Score -1353166 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1353173.500000 Penalty: 2773.045410
	Iteration 39Q: 3 clusters Score -1353174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1353173.875000 Penalty: 2773.045410
	Iteration 40F: 3 clusters Score -1353174 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1353181.500000 Penalty: 2773.045410
	Iteration 41Q: 3 clusters Score -1353182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1353180.375000 Penalty: 2773.045410
	Iteration 42Q: 3 clusters Score -1353180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1353181.750000 Penalty: 2773.045410
	Iteration 43Q: 3 clusters Score -1353182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1353180.625000 Penalty: 2773.045410
	Iteration 44Q: 3 clusters Score -1353181 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1353183.500000 Penalty: 2773.045410
	Iteration 45Q: 3 clusters Score -1353184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1353185.000000 Penalty: 2773.045410
	Iteration 46Q: 3 clusters Score -1353185 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1353186.750000 Penalty: 2773.045410
	Iteration 47Q: 3 clusters Score -1353187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1353186.500000 Penalty: 2773.045410
	Iteration 48Q: 3 clusters Score -1353186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1353187.375000 Penalty: 2773.045410
	Iteration 49Q: 3 clusters Score -1353187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1353187.750000 Penalty: 2773.045410
	Iteration 50Q: 3 clusters Score -1353188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1353190.250000 Penalty: 2773.045410
	Iteration 51Q: 3 clusters Score -1353190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1353189.750000 Penalty: 2773.045410
	Iteration 52Q: 3 clusters Score -1353190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1353191.875000 Penalty: 2773.045410
	Iteration 53Q: 3 clusters Score -1353192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1353192.750000 Penalty: 2773.045410
	Iteration 54Q: 3 clusters Score -1353193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1353191.875000 Penalty: 2773.045410
	Iteration 55Q: 3 clusters Score -1353192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1353188.375000 Penalty: 2773.045410
	Iteration 56Q: 3 clusters Score -1353188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1353192.375000 Penalty: 2773.045410
	Iteration 57Q: 3 clusters Score -1353192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1353191.750000 Penalty: 2773.045410
	Iteration 58Q: 3 clusters Score -1353192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1353191.750000 Penalty: 2773.045410
	Iteration 59Q: 3 clusters Score -1353192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1353192.875000 Penalty: 2773.045410
	Iteration 60F: 3 clusters Score -1353193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1353190.000000 Penalty: 2773.045410
	Iteration 61Q: 3 clusters Score -1353190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1353192.875000 Penalty: 2773.045410
	Iteration 62Q: 3 clusters Score -1353193 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1353192.250000 Penalty: 2773.045410
	Iteration 63Q: 3 clusters Score -1353192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1353194.000000 Penalty: 2773.045410
	Iteration 64Q: 3 clusters Score -1353194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1353196.125000 Penalty: 2773.045410
	Iteration 65Q: 3 clusters Score -1353196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1353200.250000 Penalty: 2773.045410
	Iteration 66Q: 3 clusters Score -1353200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1353197.500000 Penalty: 2773.045410
	Iteration 67Q: 3 clusters Score -1353198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1353200.375000 Penalty: 2773.045410
	Iteration 68Q: 3 clusters Score -1353200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1353197.000000 Penalty: 2773.045410
	Iteration 69Q: 3 clusters Score -1353197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1353198.375000 Penalty: 2773.045410
	Iteration 70Q: 3 clusters Score -1353198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1353203.625000 Penalty: 2773.045410
	Iteration 71Q: 3 clusters Score -1353204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1353205.750000 Penalty: 2773.045410
	Iteration 72Q: 3 clusters Score -1353206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1353205.250000 Penalty: 2773.045410
	Iteration 73Q: 3 clusters Score -1353205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1353206.625000 Penalty: 2773.045410
	Iteration 74Q: 3 clusters Score -1353207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1353204.500000 Penalty: 2773.045410
	Iteration 75Q: 3 clusters Score -1353204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1353202.625000 Penalty: 2773.045410
	Iteration 76Q: 3 clusters Score -1353203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1353202.625000 Penalty: 2773.045410
	Iteration 77F: 3 clusters Score -1353203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (26329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26329 members 
Entering Unmasked Estep 
Score: -3292242.250000 Penalty: 1514.549927
	Iteration 0F: 2 clusters Score -3292242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -3275054.750000 Penalty: 3029.099854
	Iteration 0F: 3 clusters Score -3275055 nChanged 11709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -3281431.500000 Penalty: 3029.099854
	Iteration 1F: 3 clusters Score -3281432 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -3281822.500000 Penalty: 3029.099854
	Iteration 2Q: 3 clusters Score -3281822 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -3282140.000000 Penalty: 3029.099854
	Iteration 3Q: 3 clusters Score -3282140 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -3282422.250000 Penalty: 3029.099854
	Iteration 4Q: 3 clusters Score -3282422 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -3282691.500000 Penalty: 3029.099854
	Iteration 5Q: 3 clusters Score -3282692 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -3282905.250000 Penalty: 3029.099854
	Iteration 6Q: 3 clusters Score -3282905 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -3283087.750000 Penalty: 3029.099854
	Iteration 7Q: 3 clusters Score -3283088 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -3283232.250000 Penalty: 3029.099854
	Iteration 8Q: 3 clusters Score -3283232 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -3283400.000000 Penalty: 3029.099854
	Iteration 9Q: 3 clusters Score -3283400 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -3283594.250000 Penalty: 3029.099854
	Iteration 10Q: 3 clusters Score -3283594 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -3283853.750000 Penalty: 3029.099854
	Iteration 11Q: 3 clusters Score -3283854 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -3284198.750000 Penalty: 3029.099854
	Iteration 12Q: 3 clusters Score -3284199 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -3284661.000000 Penalty: 3029.099854
	Iteration 13Q: 3 clusters Score -3284661 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -3285314.500000 Penalty: 3029.099854
	Iteration 14Q: 3 clusters Score -3285314 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -3286141.000000 Penalty: 3029.099854
	Iteration 15Q: 3 clusters Score -3286141 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -3287104.500000 Penalty: 3029.099854
	Iteration 16Q: 3 clusters Score -3287104 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -3288259.000000 Penalty: 3029.099854
	Iteration 17Q: 3 clusters Score -3288259 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -3289347.250000 Penalty: 3029.099854
	Iteration 18Q: 3 clusters Score -3289347 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -3289909.500000 Penalty: 3029.099854
	Iteration 19Q: 3 clusters Score -3289910 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -3290118.750000 Penalty: 3029.099854
	Iteration 20F: 3 clusters Score -3290119 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -3290226.500000 Penalty: 3029.099854
	Iteration 21Q: 3 clusters Score -3290226 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -3290309.000000 Penalty: 3029.099854
	Iteration 22Q: 3 clusters Score -3290309 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -3290387.750000 Penalty: 3029.099854
	Iteration 23Q: 3 clusters Score -3290388 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -3290451.750000 Penalty: 3029.099854
	Iteration 24Q: 3 clusters Score -3290452 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -3290542.750000 Penalty: 3029.099854
	Iteration 25Q: 3 clusters Score -3290543 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -3290656.500000 Penalty: 3029.099854
	Iteration 26Q: 3 clusters Score -3290656 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -3290773.500000 Penalty: 3029.099854
	Iteration 27Q: 3 clusters Score -3290774 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -3290969.000000 Penalty: 3029.099854
	Iteration 28Q: 3 clusters Score -3290969 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -3291216.750000 Penalty: 3029.099854
	Iteration 29Q: 3 clusters Score -3291217 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -3291542.250000 Penalty: 3029.099854
	Iteration 30Q: 3 clusters Score -3291542 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -3291849.750000 Penalty: 3029.099854
	Iteration 31Q: 3 clusters Score -3291850 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -3292111.250000 Penalty: 3029.099854
	Iteration 32Q: 3 clusters Score -3292111 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -3292272.000000 Penalty: 3029.099854
	Iteration 33Q: 3 clusters Score -3292272 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -3292366.500000 Penalty: 3029.099854
	Iteration 34Q: 3 clusters Score -3292366 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -3292396.000000 Penalty: 3029.099854
	Iteration 35Q: 3 clusters Score -3292396 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -3292404.000000 Penalty: 3029.099854
	Iteration 36Q: 3 clusters Score -3292404 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -3292395.500000 Penalty: 3029.099854
	Iteration 37Q: 3 clusters Score -3292396 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -3292395.500000 Penalty: 3029.099854
	Iteration 38Q: 3 clusters Score -3292396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -3292398.000000 Penalty: 3029.099854
	Iteration 39Q: 3 clusters Score -3292398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -3292397.000000 Penalty: 3029.099854
	Iteration 40F: 3 clusters Score -3292397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -3292401.750000 Penalty: 3029.099854
	Iteration 41Q: 3 clusters Score -3292402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -3292402.750000 Penalty: 3029.099854
	Iteration 42Q: 3 clusters Score -3292403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -3292400.250000 Penalty: 3029.099854
	Iteration 43Q: 3 clusters Score -3292400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -3292398.000000 Penalty: 3029.099854
	Iteration 44Q: 3 clusters Score -3292398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -3292402.750000 Penalty: 3029.099854
	Iteration 45Q: 3 clusters Score -3292403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -3292401.000000 Penalty: 3029.099854
	Iteration 46Q: 3 clusters Score -3292401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -3292399.750000 Penalty: 3029.099854
	Iteration 47Q: 3 clusters Score -3292400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -3292400.250000 Penalty: 3029.099854
	Iteration 48Q: 3 clusters Score -3292400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -3292400.250000 Penalty: 3029.099854
	Iteration 49F: 3 clusters Score -3292400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 40698 members 
Mstep: Class 3 contains 4222 members 
Mstep: Class 4 contains 69681 members 
Mstep: Class 5 contains 11637 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33835 members 
Mstep: Class 8 contains 11137 members 
Mstep: Class 9 contains 15080 members 
Mstep: Class 10 contains 2411 members 
Mstep: Class 11 contains 25583 members 
Mstep: Class 12 contains 1553 members 
Mstep: Class 13 contains 4575 members 
Mstep: Class 14 contains 67480 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2743 members 
Mstep: Class 17 contains 9132 members 
Mstep: Class 18 contains 22277 members 
Mstep: Class 19 contains 7545 members 
Mstep: Class 20 contains 6950 members 
Mstep: Class 21 contains 21811 members 
Mstep: Class 22 contains 19127 members 
Mstep: Class 23 contains 18818 members 
Mstep: Class 24 contains 52760 members 
Mstep: Class 25 contains 2570 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6021 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9489 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11192 members 
Mstep: Class 32 contains 48528 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 58932 members 
Mstep: Class 39 contains 16169 members 
Mstep: Class 40 contains 2448 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11686 members 
Mstep: Class 43 contains 657 members 
Mstep: Class 44 contains 11249 members 
Entering Unmasked Estep 
Score: -81027432.000000 Penalty: 87800.648438
Splitting cluster 9 changes total score from -81027936.000000 to -81027432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (2411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Entering Unmasked Estep 
Score: -287134.812500 Penalty: 1158.824219
	Iteration 0F: 2 clusters Score -287134.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -285018.750000 Penalty: 2317.648438
	Iteration 0F: 3 clusters Score -285018.8 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -285573.156250 Penalty: 2317.648438
	Iteration 1F: 3 clusters Score -285573.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -285694.562500 Penalty: 2317.648438
	Iteration 2F: 3 clusters Score -285694.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -285765.000000 Penalty: 2317.648438
	Iteration 3Q: 3 clusters Score -285765 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -285819.031250 Penalty: 2317.648438
	Iteration 4Q: 3 clusters Score -285819 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -285870.937500 Penalty: 2317.648438
	Iteration 5Q: 3 clusters Score -285870.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -285907.125000 Penalty: 2317.648438
	Iteration 6Q: 3 clusters Score -285907.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -285939.250000 Penalty: 2317.648438
	Iteration 7Q: 3 clusters Score -285939.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -285960.468750 Penalty: 2317.648438
	Iteration 8Q: 3 clusters Score -285960.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -285972.062500 Penalty: 2317.648438
	Iteration 9Q: 3 clusters Score -285972.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -285981.375000 Penalty: 2317.648438
	Iteration 10Q: 3 clusters Score -285981.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -285990.750000 Penalty: 2317.648438
	Iteration 11Q: 3 clusters Score -285990.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -285998.593750 Penalty: 2317.648438
	Iteration 12Q: 3 clusters Score -285998.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -286008.062500 Penalty: 2317.648438
	Iteration 13Q: 3 clusters Score -286008.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -286016.781250 Penalty: 2317.648438
	Iteration 14Q: 3 clusters Score -286016.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -286022.968750 Penalty: 2317.648438
	Iteration 15Q: 3 clusters Score -286023 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -286026.968750 Penalty: 2317.648438
	Iteration 16Q: 3 clusters Score -286027 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -286033.875000 Penalty: 2317.648438
	Iteration 17Q: 3 clusters Score -286033.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -286039.468750 Penalty: 2317.648438
	Iteration 18Q: 3 clusters Score -286039.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -286044.312500 Penalty: 2317.648438
	Iteration 19Q: 3 clusters Score -286044.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -286047.375000 Penalty: 2317.648438
	Iteration 20F: 3 clusters Score -286047.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -286054.031250 Penalty: 2317.648438
	Iteration 21Q: 3 clusters Score -286054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -286056.562500 Penalty: 2317.648438
	Iteration 22Q: 3 clusters Score -286056.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -286057.656250 Penalty: 2317.648438
	Iteration 23Q: 3 clusters Score -286057.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -286058.468750 Penalty: 2317.648438
	Iteration 24Q: 3 clusters Score -286058.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -286058.468750 Penalty: 2317.648438
	Iteration 25F: 3 clusters Score -286058.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (25583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25583 members 
Entering Unmasked Estep 
Score: -2990225.250000 Penalty: 1510.272827
	Iteration 0F: 2 clusters Score -2990225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -2973612.750000 Penalty: 3020.545654
	Iteration 0F: 3 clusters Score -2973613 nChanged 11372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -2979742.000000 Penalty: 3020.545654
	Iteration 1F: 3 clusters Score -2979742 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -2980216.250000 Penalty: 3020.545654
	Iteration 2Q: 3 clusters Score -2980216 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -2980695.500000 Penalty: 3020.545654
	Iteration 3Q: 3 clusters Score -2980696 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -2981286.500000 Penalty: 3020.545654
	Iteration 4Q: 3 clusters Score -2981286 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -2982047.000000 Penalty: 3020.545654
	Iteration 5F: 3 clusters Score -2982047 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -2983055.500000 Penalty: 3020.545654
	Iteration 6F: 3 clusters Score -2983056 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -2984390.750000 Penalty: 3020.545654
	Iteration 7F: 3 clusters Score -2984391 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 21968 members 
Entering Unmasked Estep 
Score: -2985895.250000 Penalty: 3020.545654
	Iteration 8F: 3 clusters Score -2985895 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 23451 members 
Entering Unmasked Estep 
Score: -2987250.000000 Penalty: 3020.545654
	Iteration 9F: 3 clusters Score -2987250 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 24407 members 
Entering Unmasked Estep 
Score: -2988144.750000 Penalty: 3020.545654
	Iteration 10Q: 3 clusters Score -2988145 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 24853 members 
Entering Unmasked Estep 
Score: -2988544.500000 Penalty: 3020.545654
	Iteration 11Q: 3 clusters Score -2988544 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 25063 members 
Entering Unmasked Estep 
Score: -2988773.250000 Penalty: 3020.545654
	Iteration 12Q: 3 clusters Score -2988773 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 25164 members 
Entering Unmasked Estep 
Score: -2988878.750000 Penalty: 3020.545654
	Iteration 13Q: 3 clusters Score -2988879 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 25208 members 
Entering Unmasked Estep 
Score: -2988942.500000 Penalty: 3020.545654
	Iteration 14Q: 3 clusters Score -2988942 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 25237 members 
Entering Unmasked Estep 
Score: -2988978.250000 Penalty: 3020.545654
	Iteration 15Q: 3 clusters Score -2988978 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 25256 members 
Entering Unmasked Estep 
Score: -2988999.000000 Penalty: 3020.545654
	Iteration 16Q: 3 clusters Score -2988999 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 25269 members 
Entering Unmasked Estep 
Score: -2989019.500000 Penalty: 3020.545654
	Iteration 17Q: 3 clusters Score -2989020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 25274 members 
Entering Unmasked Estep 
Score: -2989030.250000 Penalty: 3020.545654
	Iteration 18Q: 3 clusters Score -2989030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 25279 members 
Entering Unmasked Estep 
Score: -2989038.250000 Penalty: 3020.545654
	Iteration 19Q: 3 clusters Score -2989038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 25282 members 
Entering Unmasked Estep 
Score: -2989046.250000 Penalty: 3020.545654
	Iteration 20F: 3 clusters Score -2989046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 25285 members 
Entering Unmasked Estep 
Score: -2989054.500000 Penalty: 3020.545654
	Iteration 21Q: 3 clusters Score -2989054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 25288 members 
Entering Unmasked Estep 
Score: -2989060.500000 Penalty: 3020.545654
	Iteration 22Q: 3 clusters Score -2989060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 25297 members 
Entering Unmasked Estep 
Score: -2989071.000000 Penalty: 3020.545654
	Iteration 23Q: 3 clusters Score -2989071 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 25301 members 
Entering Unmasked Estep 
Score: -2989077.500000 Penalty: 3020.545654
	Iteration 24Q: 3 clusters Score -2989078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 25303 members 
Entering Unmasked Estep 
Score: -2989080.750000 Penalty: 3020.545654
	Iteration 25Q: 3 clusters Score -2989081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 25304 members 
Entering Unmasked Estep 
Score: -2989082.500000 Penalty: 3020.545654
	Iteration 26Q: 3 clusters Score -2989082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 25306 members 
Entering Unmasked Estep 
Score: -2989083.250000 Penalty: 3020.545654
	Iteration 27Q: 3 clusters Score -2989083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 25307 members 
Entering Unmasked Estep 
Score: -2989087.000000 Penalty: 3020.545654
	Iteration 28Q: 3 clusters Score -2989087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 25308 members 
Entering Unmasked Estep 
Score: -2989092.750000 Penalty: 3020.545654
	Iteration 29Q: 3 clusters Score -2989093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 25308 members 
Entering Unmasked Estep 
Score: -2989092.750000 Penalty: 3020.545654
	Iteration 30F: 3 clusters Score -2989093 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Entering Unmasked Estep 
Score: -180934.031250 Penalty: 1093.374023
	Iteration 0F: 2 clusters Score -180934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -179353.687500 Penalty: 2186.748047
	Iteration 0F: 3 clusters Score -179353.7 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -179714.515625 Penalty: 2186.748047
	Iteration 1F: 3 clusters Score -179714.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -179802.046875 Penalty: 2186.748047
	Iteration 2F: 3 clusters Score -179802 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -179846.828125 Penalty: 2186.748047
	Iteration 3Q: 3 clusters Score -179846.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -179880.750000 Penalty: 2186.748047
	Iteration 4Q: 3 clusters Score -179880.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -179904.203125 Penalty: 2186.748047
	Iteration 5Q: 3 clusters Score -179904.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -179921.843750 Penalty: 2186.748047
	Iteration 6Q: 3 clusters Score -179921.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -179941.046875 Penalty: 2186.748047
	Iteration 7Q: 3 clusters Score -179941 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -179951.156250 Penalty: 2186.748047
	Iteration 8Q: 3 clusters Score -179951.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -179958.453125 Penalty: 2186.748047
	Iteration 9Q: 3 clusters Score -179958.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -179963.093750 Penalty: 2186.748047
	Iteration 10Q: 3 clusters Score -179963.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -179970.484375 Penalty: 2186.748047
	Iteration 11Q: 3 clusters Score -179970.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -179977.093750 Penalty: 2186.748047
	Iteration 12Q: 3 clusters Score -179977.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -179979.843750 Penalty: 2186.748047
	Iteration 13Q: 3 clusters Score -179979.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -179980.578125 Penalty: 2186.748047
	Iteration 14Q: 3 clusters Score -179980.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -179981.093750 Penalty: 2186.748047
	Iteration 15Q: 3 clusters Score -179981.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -179983.765625 Penalty: 2186.748047
	Iteration 16Q: 3 clusters Score -179983.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -179985.765625 Penalty: 2186.748047
	Iteration 17Q: 3 clusters Score -179985.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -179986.687500 Penalty: 2186.748047
	Iteration 18Q: 3 clusters Score -179986.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -179986.687500 Penalty: 2186.748047
	Iteration 19F: 3 clusters Score -179986.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Entering Unmasked Estep 
Score: -582027.000000 Penalty: 1254.140259
	Iteration 0F: 2 clusters Score -582027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -578610.812500 Penalty: 2508.280518
	Iteration 0F: 3 clusters Score -578610.8 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -579596.750000 Penalty: 2508.280518
	Iteration 1F: 3 clusters Score -579596.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -579792.687500 Penalty: 2508.280518
	Iteration 2F: 3 clusters Score -579792.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -579905.000000 Penalty: 2508.280518
	Iteration 3Q: 3 clusters Score -579905 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -579977.937500 Penalty: 2508.280518
	Iteration 4Q: 3 clusters Score -579977.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -580023.312500 Penalty: 2508.280518
	Iteration 5Q: 3 clusters Score -580023.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -580055.875000 Penalty: 2508.280518
	Iteration 6Q: 3 clusters Score -580055.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -580080.750000 Penalty: 2508.280518
	Iteration 7Q: 3 clusters Score -580080.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -580101.687500 Penalty: 2508.280518
	Iteration 8Q: 3 clusters Score -580101.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -580121.312500 Penalty: 2508.280518
	Iteration 9Q: 3 clusters Score -580121.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -580140.937500 Penalty: 2508.280518
	Iteration 10Q: 3 clusters Score -580140.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -580153.875000 Penalty: 2508.280518
	Iteration 11Q: 3 clusters Score -580153.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -580171.250000 Penalty: 2508.280518
	Iteration 12Q: 3 clusters Score -580171.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -580177.062500 Penalty: 2508.280518
	Iteration 13Q: 3 clusters Score -580177.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -580184.812500 Penalty: 2508.280518
	Iteration 14Q: 3 clusters Score -580184.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -580189.750000 Penalty: 2508.280518
	Iteration 15Q: 3 clusters Score -580189.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -580197.562500 Penalty: 2508.280518
	Iteration 16Q: 3 clusters Score -580197.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -580201.312500 Penalty: 2508.280518
	Iteration 17Q: 3 clusters Score -580201.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -580208.937500 Penalty: 2508.280518
	Iteration 18Q: 3 clusters Score -580208.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -580214.687500 Penalty: 2508.280518
	Iteration 19Q: 3 clusters Score -580214.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -580220.000000 Penalty: 2508.280518
	Iteration 20F: 3 clusters Score -580220 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -580223.500000 Penalty: 2508.280518
	Iteration 21Q: 3 clusters Score -580223.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -580229.125000 Penalty: 2508.280518
	Iteration 22Q: 3 clusters Score -580229.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -580233.500000 Penalty: 2508.280518
	Iteration 23Q: 3 clusters Score -580233.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -580237.625000 Penalty: 2508.280518
	Iteration 24Q: 3 clusters Score -580237.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -580241.687500 Penalty: 2508.280518
	Iteration 25Q: 3 clusters Score -580241.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -580246.375000 Penalty: 2508.280518
	Iteration 26Q: 3 clusters Score -580246.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -580248.500000 Penalty: 2508.280518
	Iteration 27Q: 3 clusters Score -580248.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -580250.937500 Penalty: 2508.280518
	Iteration 28Q: 3 clusters Score -580250.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -580252.250000 Penalty: 2508.280518
	Iteration 29Q: 3 clusters Score -580252.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -580252.375000 Penalty: 2508.280518
	Iteration 30Q: 3 clusters Score -580252.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -580253.125000 Penalty: 2508.280518
	Iteration 31Q: 3 clusters Score -580253.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -580252.812500 Penalty: 2508.280518
	Iteration 32Q: 3 clusters Score -580252.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -580254.625000 Penalty: 2508.280518
	Iteration 33Q: 3 clusters Score -580254.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -580256.937500 Penalty: 2508.280518
	Iteration 34Q: 3 clusters Score -580256.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -580261.812500 Penalty: 2508.280518
	Iteration 35Q: 3 clusters Score -580261.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -580265.187500 Penalty: 2508.280518
	Iteration 36Q: 3 clusters Score -580265.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -580266.312500 Penalty: 2508.280518
	Iteration 37Q: 3 clusters Score -580266.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -580272.312500 Penalty: 2508.280518
	Iteration 38Q: 3 clusters Score -580272.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -580276.500000 Penalty: 2508.280518
	Iteration 39Q: 3 clusters Score -580276.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -580281.812500 Penalty: 2508.280518
	Iteration 40F: 3 clusters Score -580281.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -580289.750000 Penalty: 2508.280518
	Iteration 41Q: 3 clusters Score -580289.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -580292.062500 Penalty: 2508.280518
	Iteration 42Q: 3 clusters Score -580292.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -580297.625000 Penalty: 2508.280518
	Iteration 43Q: 3 clusters Score -580297.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -580302.250000 Penalty: 2508.280518
	Iteration 44Q: 3 clusters Score -580302.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -580306.687500 Penalty: 2508.280518
	Iteration 45Q: 3 clusters Score -580306.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -580309.625000 Penalty: 2508.280518
	Iteration 46Q: 3 clusters Score -580309.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -580316.437500 Penalty: 2508.280518
	Iteration 47Q: 3 clusters Score -580316.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -580329.125000 Penalty: 2508.280518
	Iteration 48Q: 3 clusters Score -580329.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -580343.687500 Penalty: 2508.280518
	Iteration 49Q: 3 clusters Score -580343.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -580356.625000 Penalty: 2508.280518
	Iteration 50Q: 3 clusters Score -580356.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -580368.375000 Penalty: 2508.280518
	Iteration 51Q: 3 clusters Score -580368.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -580379.000000 Penalty: 2508.280518
	Iteration 52Q: 3 clusters Score -580379 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -580392.312500 Penalty: 2508.280518
	Iteration 53Q: 3 clusters Score -580392.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -580404.750000 Penalty: 2508.280518
	Iteration 54Q: 3 clusters Score -580404.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -580416.875000 Penalty: 2508.280518
	Iteration 55Q: 3 clusters Score -580416.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -580427.125000 Penalty: 2508.280518
	Iteration 56Q: 3 clusters Score -580427.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -580436.812500 Penalty: 2508.280518
	Iteration 57Q: 3 clusters Score -580436.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -580447.937500 Penalty: 2508.280518
	Iteration 58Q: 3 clusters Score -580447.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -580455.000000 Penalty: 2508.280518
	Iteration 59Q: 3 clusters Score -580455 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -580462.187500 Penalty: 2508.280518
	Iteration 60F: 3 clusters Score -580462.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -580468.500000 Penalty: 2508.280518
	Iteration 61Q: 3 clusters Score -580468.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -580474.062500 Penalty: 2508.280518
	Iteration 62Q: 3 clusters Score -580474.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -580478.250000 Penalty: 2508.280518
	Iteration 63Q: 3 clusters Score -580478.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -580484.062500 Penalty: 2508.280518
	Iteration 64Q: 3 clusters Score -580484.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -580486.062500 Penalty: 2508.280518
	Iteration 65Q: 3 clusters Score -580486.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -580491.000000 Penalty: 2508.280518
	Iteration 66Q: 3 clusters Score -580491 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -580492.687500 Penalty: 2508.280518
	Iteration 67Q: 3 clusters Score -580492.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -580501.000000 Penalty: 2508.280518
	Iteration 68Q: 3 clusters Score -580501 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -580509.562500 Penalty: 2508.280518
	Iteration 69Q: 3 clusters Score -580509.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -580519.062500 Penalty: 2508.280518
	Iteration 70Q: 3 clusters Score -580519.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -580524.062500 Penalty: 2508.280518
	Iteration 71Q: 3 clusters Score -580524.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -580532.937500 Penalty: 2508.280518
	Iteration 72Q: 3 clusters Score -580532.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -580538.875000 Penalty: 2508.280518
	Iteration 73Q: 3 clusters Score -580538.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -580546.312500 Penalty: 2508.280518
	Iteration 74Q: 3 clusters Score -580546.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -580559.125000 Penalty: 2508.280518
	Iteration 75Q: 3 clusters Score -580559.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -580573.625000 Penalty: 2508.280518
	Iteration 76Q: 3 clusters Score -580573.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -580587.187500 Penalty: 2508.280518
	Iteration 77Q: 3 clusters Score -580587.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -580600.750000 Penalty: 2508.280518
	Iteration 78Q: 3 clusters Score -580600.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -580614.562500 Penalty: 2508.280518
	Iteration 79Q: 3 clusters Score -580614.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -580623.375000 Penalty: 2508.280518
	Iteration 80F: 3 clusters Score -580623.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -580633.000000 Penalty: 2508.280518
	Iteration 81Q: 3 clusters Score -580633 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -580644.437500 Penalty: 2508.280518
	Iteration 82Q: 3 clusters Score -580644.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -580654.437500 Penalty: 2508.280518
	Iteration 83Q: 3 clusters Score -580654.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -580667.187500 Penalty: 2508.280518
	Iteration 84Q: 3 clusters Score -580667.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -580682.687500 Penalty: 2508.280518
	Iteration 85Q: 3 clusters Score -580682.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -580698.437500 Penalty: 2508.280518
	Iteration 86Q: 3 clusters Score -580698.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -580707.875000 Penalty: 2508.280518
	Iteration 87Q: 3 clusters Score -580707.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -580717.187500 Penalty: 2508.280518
	Iteration 88Q: 3 clusters Score -580717.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -580734.187500 Penalty: 2508.280518
	Iteration 89Q: 3 clusters Score -580734.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -580749.062500 Penalty: 2508.280518
	Iteration 90Q: 3 clusters Score -580749.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -580760.625000 Penalty: 2508.280518
	Iteration 91Q: 3 clusters Score -580760.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -580775.875000 Penalty: 2508.280518
	Iteration 92Q: 3 clusters Score -580775.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -580785.625000 Penalty: 2508.280518
	Iteration 93Q: 3 clusters Score -580785.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -580794.250000 Penalty: 2508.280518
	Iteration 94Q: 3 clusters Score -580794.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -580800.562500 Penalty: 2508.280518
	Iteration 95Q: 3 clusters Score -580800.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -580806.187500 Penalty: 2508.280518
	Iteration 96Q: 3 clusters Score -580806.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -580810.250000 Penalty: 2508.280518
	Iteration 97Q: 3 clusters Score -580810.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -580817.250000 Penalty: 2508.280518
	Iteration 98Q: 3 clusters Score -580817.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -580825.062500 Penalty: 2508.280518
	Iteration 99Q: 3 clusters Score -580825.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -580829.375000 Penalty: 2508.280518
	Iteration 100F: 3 clusters Score -580829.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -580836.625000 Penalty: 2508.280518
	Iteration 101Q: 3 clusters Score -580836.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -580848.250000 Penalty: 2508.280518
	Iteration 102Q: 3 clusters Score -580848.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -580858.312500 Penalty: 2508.280518
	Iteration 103Q: 3 clusters Score -580858.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -580864.500000 Penalty: 2508.280518
	Iteration 104Q: 3 clusters Score -580864.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -580873.062500 Penalty: 2508.280518
	Iteration 105Q: 3 clusters Score -580873.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -580880.187500 Penalty: 2508.280518
	Iteration 106Q: 3 clusters Score -580880.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -580886.250000 Penalty: 2508.280518
	Iteration 107Q: 3 clusters Score -580886.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -580891.562500 Penalty: 2508.280518
	Iteration 108Q: 3 clusters Score -580891.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -580898.312500 Penalty: 2508.280518
	Iteration 109Q: 3 clusters Score -580898.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -580904.750000 Penalty: 2508.280518
	Iteration 110Q: 3 clusters Score -580904.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -580909.062500 Penalty: 2508.280518
	Iteration 111Q: 3 clusters Score -580909.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -580913.562500 Penalty: 2508.280518
	Iteration 112Q: 3 clusters Score -580913.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -580921.437500 Penalty: 2508.280518
	Iteration 113Q: 3 clusters Score -580921.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -580929.000000 Penalty: 2508.280518
	Iteration 114Q: 3 clusters Score -580929 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -580937.437500 Penalty: 2508.280518
	Iteration 115Q: 3 clusters Score -580937.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -580942.687500 Penalty: 2508.280518
	Iteration 116Q: 3 clusters Score -580942.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -580946.125000 Penalty: 2508.280518
	Iteration 117Q: 3 clusters Score -580946.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -580948.437500 Penalty: 2508.280518
	Iteration 118Q: 3 clusters Score -580948.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -580949.500000 Penalty: 2508.280518
	Iteration 119Q: 3 clusters Score -580949.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -580951.125000 Penalty: 2508.280518
	Iteration 120F: 3 clusters Score -580951.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -580952.812500 Penalty: 2508.280518
	Iteration 121Q: 3 clusters Score -580952.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -580952.250000 Penalty: 2508.280518
	Iteration 122Q: 3 clusters Score -580952.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -580953.437500 Penalty: 2508.280518
	Iteration 123Q: 3 clusters Score -580953.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -580953.625000 Penalty: 2508.280518
	Iteration 124Q: 3 clusters Score -580953.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -580954.875000 Penalty: 2508.280518
	Iteration 125Q: 3 clusters Score -580954.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -580954.875000 Penalty: 2508.280518
	Iteration 126F: 3 clusters Score -580954.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (67480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67480 members 
Entering Unmasked Estep 
Score: -8407314.000000 Penalty: 1654.594604
	Iteration 0F: 2 clusters Score -8407314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33624 members 
Mstep: Class 2 contains 33856 members 
Entering Unmasked Estep 
Score: -8365469.000000 Penalty: 3309.189209
	Iteration 0F: 3 clusters Score -8365469 nChanged 31509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32221 members 
Mstep: Class 2 contains 35259 members 
Entering Unmasked Estep 
Score: -8383255.500000 Penalty: 3309.189209
	Iteration 1F: 3 clusters Score -8383256 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31349 members 
Mstep: Class 2 contains 36131 members 
Entering Unmasked Estep 
Score: -8383969.000000 Penalty: 3309.189209
	Iteration 2Q: 3 clusters Score -8383969 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30046 members 
Mstep: Class 2 contains 37434 members 
Entering Unmasked Estep 
Score: -8384786.000000 Penalty: 3309.189209
	Iteration 3Q: 3 clusters Score -8384786 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28220 members 
Mstep: Class 2 contains 39260 members 
Entering Unmasked Estep 
Score: -8385838.000000 Penalty: 3309.189209
	Iteration 4Q: 3 clusters Score -8385838 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25716 members 
Mstep: Class 2 contains 41764 members 
Entering Unmasked Estep 
Score: -8387006.500000 Penalty: 3309.189209
	Iteration 5Q: 3 clusters Score -8387006 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 45059 members 
Entering Unmasked Estep 
Score: -8388792.000000 Penalty: 3309.189209
	Iteration 6F: 3 clusters Score -8388792 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 48940 members 
Entering Unmasked Estep 
Score: -8391150.000000 Penalty: 3309.189209
	Iteration 7F: 3 clusters Score -8391150 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 53395 members 
Entering Unmasked Estep 
Score: -8393986.000000 Penalty: 3309.189209
	Iteration 8F: 3 clusters Score -8393986 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 57671 members 
Entering Unmasked Estep 
Score: -8397214.000000 Penalty: 3309.189209
	Iteration 9F: 3 clusters Score -8397214 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 61274 members 
Entering Unmasked Estep 
Score: -8400281.000000 Penalty: 3309.189209
	Iteration 10F: 3 clusters Score -8400281 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 63887 members 
Entering Unmasked Estep 
Score: -8402792.000000 Penalty: 3309.189209
	Iteration 11Q: 3 clusters Score -8402792 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 65451 members 
Entering Unmasked Estep 
Score: -8404271.000000 Penalty: 3309.189209
	Iteration 12Q: 3 clusters Score -8404271 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 66234 members 
Entering Unmasked Estep 
Score: -8405022.000000 Penalty: 3309.189209
	Iteration 13Q: 3 clusters Score -8405022 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 66637 members 
Entering Unmasked Estep 
Score: -8405452.000000 Penalty: 3309.189209
	Iteration 14Q: 3 clusters Score -8405452 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 66810 members 
Entering Unmasked Estep 
Score: -8405645.000000 Penalty: 3309.189209
	Iteration 15Q: 3 clusters Score -8405645 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 66892 members 
Entering Unmasked Estep 
Score: -8405768.000000 Penalty: 3309.189209
	Iteration 16Q: 3 clusters Score -8405768 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 66938 members 
Entering Unmasked Estep 
Score: -8405817.000000 Penalty: 3309.189209
	Iteration 17Q: 3 clusters Score -8405817 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 66962 members 
Entering Unmasked Estep 
Score: -8405861.000000 Penalty: 3309.189209
	Iteration 18Q: 3 clusters Score -8405861 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 66980 members 
Entering Unmasked Estep 
Score: -8405880.000000 Penalty: 3309.189209
	Iteration 19Q: 3 clusters Score -8405880 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 66988 members 
Entering Unmasked Estep 
Score: -8405899.000000 Penalty: 3309.189209
	Iteration 20F: 3 clusters Score -8405899 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 66991 members 
Entering Unmasked Estep 
Score: -8405907.000000 Penalty: 3309.189209
	Iteration 21Q: 3 clusters Score -8405907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 66995 members 
Entering Unmasked Estep 
Score: -8405909.000000 Penalty: 3309.189209
	Iteration 22Q: 3 clusters Score -8405909 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 66998 members 
Entering Unmasked Estep 
Score: -8405929.000000 Penalty: 3309.189209
	Iteration 23Q: 3 clusters Score -8405929 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 67004 members 
Entering Unmasked Estep 
Score: -8405945.000000 Penalty: 3309.189209
	Iteration 24Q: 3 clusters Score -8405945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 67003 members 
Entering Unmasked Estep 
Score: -8405941.000000 Penalty: 3309.189209
	Iteration 25Q: 3 clusters Score -8405941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 67002 members 
Entering Unmasked Estep 
Score: -8405951.000000 Penalty: 3309.189209
	Iteration 26Q: 3 clusters Score -8405951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 67004 members 
Entering Unmasked Estep 
Score: -8405955.000000 Penalty: 3309.189209
	Iteration 27Q: 3 clusters Score -8405955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 67006 members 
Entering Unmasked Estep 
Score: -8405953.000000 Penalty: 3309.189209
	Iteration 28Q: 3 clusters Score -8405953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 67007 members 
Entering Unmasked Estep 
Score: -8405950.000000 Penalty: 3309.189209
	Iteration 29Q: 3 clusters Score -8405950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 67007 members 
Entering Unmasked Estep 
Score: -8405963.000000 Penalty: 3309.189209
	Iteration 30Q: 3 clusters Score -8405963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 67009 members 
Entering Unmasked Estep 
Score: -8405965.000000 Penalty: 3309.189209
	Iteration 31Q: 3 clusters Score -8405965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 67011 members 
Entering Unmasked Estep 
Score: -8405963.000000 Penalty: 3309.189209
	Iteration 32Q: 3 clusters Score -8405963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 67010 members 
Entering Unmasked Estep 
Score: -8405962.000000 Penalty: 3309.189209
	Iteration 33Q: 3 clusters Score -8405962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 67010 members 
Entering Unmasked Estep 
Score: -8405962.000000 Penalty: 3309.189209
	Iteration 34F: 3 clusters Score -8405962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Entering Unmasked Estep 
Score: -27565.384766 Penalty: 885.067688
	Iteration 0F: 2 clusters Score -27565.38 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 189 members 
Entering Unmasked Estep 
Score: -26843.359375 Penalty: 1770.135376
	Iteration 0F: 3 clusters Score -26843.36 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -27229.431641 Penalty: 1770.135376
	Iteration 1F: 3 clusters Score -27229.43 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -27339.613281 Penalty: 1770.135376
	Iteration 2F: 3 clusters Score -27339.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -27397.761719 Penalty: 1770.135376
	Iteration 3Q: 3 clusters Score -27397.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -27430.541016 Penalty: 1770.135376
	Iteration 4Q: 3 clusters Score -27430.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -27458.462891 Penalty: 1770.135376
	Iteration 5Q: 3 clusters Score -27458.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -27493.162109 Penalty: 1770.135376
	Iteration 6Q: 3 clusters Score -27493.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -27506.554688 Penalty: 1770.135376
	Iteration 7Q: 3 clusters Score -27506.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -27513.802734 Penalty: 1770.135376
	Iteration 8Q: 3 clusters Score -27513.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -27516.970703 Penalty: 1770.135376
	Iteration 9Q: 3 clusters Score -27516.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -27516.970703 Penalty: 1770.135376
	Iteration 10F: 3 clusters Score -27516.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Entering Unmasked Estep 
Score: -297890.937500 Penalty: 1178.020996
	Iteration 0F: 2 clusters Score -297890.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -295578.906250 Penalty: 2356.041992
	Iteration 0F: 3 clusters Score -295578.9 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -296196.687500 Penalty: 2356.041992
	Iteration 1F: 3 clusters Score -296196.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -296387.531250 Penalty: 2356.041992
	Iteration 2F: 3 clusters Score -296387.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -296514.625000 Penalty: 2356.041992
	Iteration 3F: 3 clusters Score -296514.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -296614.062500 Penalty: 2356.041992
	Iteration 4Q: 3 clusters Score -296614.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -296693.656250 Penalty: 2356.041992
	Iteration 5Q: 3 clusters Score -296693.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -296750.156250 Penalty: 2356.041992
	Iteration 6Q: 3 clusters Score -296750.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -296800.437500 Penalty: 2356.041992
	Iteration 7Q: 3 clusters Score -296800.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -296843.031250 Penalty: 2356.041992
	Iteration 8Q: 3 clusters Score -296843 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -296882.375000 Penalty: 2356.041992
	Iteration 9Q: 3 clusters Score -296882.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -296919.875000 Penalty: 2356.041992
	Iteration 10Q: 3 clusters Score -296919.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -296952.375000 Penalty: 2356.041992
	Iteration 11Q: 3 clusters Score -296952.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -296973.937500 Penalty: 2356.041992
	Iteration 12Q: 3 clusters Score -296973.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -296994.187500 Penalty: 2356.041992
	Iteration 13Q: 3 clusters Score -296994.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -297027.312500 Penalty: 2356.041992
	Iteration 14Q: 3 clusters Score -297027.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -297069.968750 Penalty: 2356.041992
	Iteration 15Q: 3 clusters Score -297070 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -297104.750000 Penalty: 2356.041992
	Iteration 16Q: 3 clusters Score -297104.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -297129.218750 Penalty: 2356.041992
	Iteration 17Q: 3 clusters Score -297129.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -297147.812500 Penalty: 2356.041992
	Iteration 18Q: 3 clusters Score -297147.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -297159.875000 Penalty: 2356.041992
	Iteration 19Q: 3 clusters Score -297159.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -297172.375000 Penalty: 2356.041992
	Iteration 20F: 3 clusters Score -297172.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -297181.687500 Penalty: 2356.041992
	Iteration 21Q: 3 clusters Score -297181.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -297194.562500 Penalty: 2356.041992
	Iteration 22Q: 3 clusters Score -297194.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -297206.093750 Penalty: 2356.041992
	Iteration 23Q: 3 clusters Score -297206.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -297219.218750 Penalty: 2356.041992
	Iteration 24Q: 3 clusters Score -297219.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -297224.593750 Penalty: 2356.041992
	Iteration 25Q: 3 clusters Score -297224.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -297234.562500 Penalty: 2356.041992
	Iteration 26Q: 3 clusters Score -297234.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -297240.937500 Penalty: 2356.041992
	Iteration 27Q: 3 clusters Score -297240.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -297246.218750 Penalty: 2356.041992
	Iteration 28Q: 3 clusters Score -297246.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -297249.375000 Penalty: 2356.041992
	Iteration 29Q: 3 clusters Score -297249.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -297254.500000 Penalty: 2356.041992
	Iteration 30Q: 3 clusters Score -297254.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -297257.031250 Penalty: 2356.041992
	Iteration 31Q: 3 clusters Score -297257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -297259.093750 Penalty: 2356.041992
	Iteration 32Q: 3 clusters Score -297259.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -297260.937500 Penalty: 2356.041992
	Iteration 33Q: 3 clusters Score -297260.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -297261.500000 Penalty: 2356.041992
	Iteration 34Q: 3 clusters Score -297261.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -297261.843750 Penalty: 2356.041992
	Iteration 35Q: 3 clusters Score -297261.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -297262.000000 Penalty: 2356.041992
	Iteration 36Q: 3 clusters Score -297262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -297262.000000 Penalty: 2356.041992
	Iteration 37F: 3 clusters Score -297262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Entering Unmasked Estep 
Score: -1115336.625000 Penalty: 1356.987671
	Iteration 0F: 2 clusters Score -1115337 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1109112.875000 Penalty: 2713.975342
	Iteration 0F: 3 clusters Score -1109113 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1111127.000000 Penalty: 2713.975342
	Iteration 1F: 3 clusters Score -1111127 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1111442.375000 Penalty: 2713.975342
	Iteration 2F: 3 clusters Score -1111442 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1111661.250000 Penalty: 2713.975342
	Iteration 3F: 3 clusters Score -1111661 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1111850.500000 Penalty: 2713.975342
	Iteration 4Q: 3 clusters Score -1111850 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1112028.375000 Penalty: 2713.975342
	Iteration 5Q: 3 clusters Score -1112028 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1112196.250000 Penalty: 2713.975342
	Iteration 6Q: 3 clusters Score -1112196 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1112349.625000 Penalty: 2713.975342
	Iteration 7Q: 3 clusters Score -1112350 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1112479.125000 Penalty: 2713.975342
	Iteration 8Q: 3 clusters Score -1112479 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1112590.000000 Penalty: 2713.975342
	Iteration 9Q: 3 clusters Score -1112590 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1112710.500000 Penalty: 2713.975342
	Iteration 10Q: 3 clusters Score -1112710 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1112836.750000 Penalty: 2713.975342
	Iteration 11Q: 3 clusters Score -1112837 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1112970.625000 Penalty: 2713.975342
	Iteration 12Q: 3 clusters Score -1112971 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1113111.625000 Penalty: 2713.975342
	Iteration 13Q: 3 clusters Score -1113112 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1113251.500000 Penalty: 2713.975342
	Iteration 14Q: 3 clusters Score -1113252 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1113366.000000 Penalty: 2713.975342
	Iteration 15Q: 3 clusters Score -1113366 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1113484.500000 Penalty: 2713.975342
	Iteration 16Q: 3 clusters Score -1113484 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1113582.875000 Penalty: 2713.975342
	Iteration 17Q: 3 clusters Score -1113583 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1113666.250000 Penalty: 2713.975342
	Iteration 18Q: 3 clusters Score -1113666 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1113752.875000 Penalty: 2713.975342
	Iteration 19Q: 3 clusters Score -1113753 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1113835.750000 Penalty: 2713.975342
	Iteration 20F: 3 clusters Score -1113836 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1113901.625000 Penalty: 2713.975342
	Iteration 21Q: 3 clusters Score -1113902 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1113949.625000 Penalty: 2713.975342
	Iteration 22Q: 3 clusters Score -1113950 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1113991.250000 Penalty: 2713.975342
	Iteration 23Q: 3 clusters Score -1113991 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1114024.000000 Penalty: 2713.975342
	Iteration 24Q: 3 clusters Score -1114024 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1114055.000000 Penalty: 2713.975342
	Iteration 25Q: 3 clusters Score -1114055 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1114083.125000 Penalty: 2713.975342
	Iteration 26Q: 3 clusters Score -1114083 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1114101.500000 Penalty: 2713.975342
	Iteration 27Q: 3 clusters Score -1114102 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1114126.750000 Penalty: 2713.975342
	Iteration 28Q: 3 clusters Score -1114127 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1114149.875000 Penalty: 2713.975342
	Iteration 29Q: 3 clusters Score -1114150 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1114168.500000 Penalty: 2713.975342
	Iteration 30Q: 3 clusters Score -1114168 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1114181.500000 Penalty: 2713.975342
	Iteration 31Q: 3 clusters Score -1114182 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1114192.375000 Penalty: 2713.975342
	Iteration 32Q: 3 clusters Score -1114192 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1114199.375000 Penalty: 2713.975342
	Iteration 33Q: 3 clusters Score -1114199 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1114203.375000 Penalty: 2713.975342
	Iteration 34Q: 3 clusters Score -1114203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1114202.250000 Penalty: 2713.975342
	Iteration 35Q: 3 clusters Score -1114202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1114203.750000 Penalty: 2713.975342
	Iteration 36Q: 3 clusters Score -1114204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1114206.625000 Penalty: 2713.975342
	Iteration 37Q: 3 clusters Score -1114207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1114207.000000 Penalty: 2713.975342
	Iteration 38Q: 3 clusters Score -1114207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1114207.875000 Penalty: 2713.975342
	Iteration 39Q: 3 clusters Score -1114208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1114210.750000 Penalty: 2713.975342
	Iteration 40F: 3 clusters Score -1114211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1114212.625000 Penalty: 2713.975342
	Iteration 41Q: 3 clusters Score -1114213 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1114216.875000 Penalty: 2713.975342
	Iteration 42Q: 3 clusters Score -1114217 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1114218.250000 Penalty: 2713.975342
	Iteration 43Q: 3 clusters Score -1114218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1114223.000000 Penalty: 2713.975342
	Iteration 44Q: 3 clusters Score -1114223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1114223.000000 Penalty: 2713.975342
	Iteration 45Q: 3 clusters Score -1114223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1114226.750000 Penalty: 2713.975342
	Iteration 46Q: 3 clusters Score -1114227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1114226.750000 Penalty: 2713.975342
	Iteration 47Q: 3 clusters Score -1114227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1114231.000000 Penalty: 2713.975342
	Iteration 48Q: 3 clusters Score -1114231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1114231.875000 Penalty: 2713.975342
	Iteration 49Q: 3 clusters Score -1114232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1114232.375000 Penalty: 2713.975342
	Iteration 50Q: 3 clusters Score -1114232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1114233.000000 Penalty: 2713.975342
	Iteration 51Q: 3 clusters Score -1114233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1114233.375000 Penalty: 2713.975342
	Iteration 52Q: 3 clusters Score -1114233 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1114233.375000 Penalty: 2713.975342
	Iteration 53F: 3 clusters Score -1114233 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (22277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22277 members 
Entering Unmasked Estep 
Score: -2721361.750000 Penalty: 1489.682861
	Iteration 0F: 2 clusters Score -2721362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -2706889.250000 Penalty: 2979.365723
	Iteration 0F: 3 clusters Score -2706889 nChanged 9802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -2712151.750000 Penalty: 2979.365723
	Iteration 1F: 3 clusters Score -2712152 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -2712499.500000 Penalty: 2979.365723
	Iteration 2Q: 3 clusters Score -2712500 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -2712755.500000 Penalty: 2979.365723
	Iteration 3Q: 3 clusters Score -2712756 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -2712973.250000 Penalty: 2979.365723
	Iteration 4Q: 3 clusters Score -2712973 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -2713162.250000 Penalty: 2979.365723
	Iteration 5Q: 3 clusters Score -2713162 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -2713318.750000 Penalty: 2979.365723
	Iteration 6Q: 3 clusters Score -2713319 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -2713458.000000 Penalty: 2979.365723
	Iteration 7Q: 3 clusters Score -2713458 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -2713609.750000 Penalty: 2979.365723
	Iteration 8Q: 3 clusters Score -2713610 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -2713806.000000 Penalty: 2979.365723
	Iteration 9Q: 3 clusters Score -2713806 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -2714007.000000 Penalty: 2979.365723
	Iteration 10Q: 3 clusters Score -2714007 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -2714228.000000 Penalty: 2979.365723
	Iteration 11Q: 3 clusters Score -2714228 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -2714500.000000 Penalty: 2979.365723
	Iteration 12Q: 3 clusters Score -2714500 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -2714824.000000 Penalty: 2979.365723
	Iteration 13Q: 3 clusters Score -2714824 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -2715259.000000 Penalty: 2979.365723
	Iteration 14Q: 3 clusters Score -2715259 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -2715825.750000 Penalty: 2979.365723
	Iteration 15Q: 3 clusters Score -2715826 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -2716451.750000 Penalty: 2979.365723
	Iteration 16Q: 3 clusters Score -2716452 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -2717129.500000 Penalty: 2979.365723
	Iteration 17Q: 3 clusters Score -2717130 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -2717758.250000 Penalty: 2979.365723
	Iteration 18Q: 3 clusters Score -2717758 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -2718286.500000 Penalty: 2979.365723
	Iteration 19Q: 3 clusters Score -2718286 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -2718618.500000 Penalty: 2979.365723
	Iteration 20F: 3 clusters Score -2718618 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -2718829.000000 Penalty: 2979.365723
	Iteration 21Q: 3 clusters Score -2718829 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -2718974.250000 Penalty: 2979.365723
	Iteration 22Q: 3 clusters Score -2718974 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -2719119.500000 Penalty: 2979.365723
	Iteration 23Q: 3 clusters Score -2719120 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -2719236.000000 Penalty: 2979.365723
	Iteration 24Q: 3 clusters Score -2719236 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -2719330.750000 Penalty: 2979.365723
	Iteration 25Q: 3 clusters Score -2719331 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -2719396.750000 Penalty: 2979.365723
	Iteration 26Q: 3 clusters Score -2719397 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -2719459.750000 Penalty: 2979.365723
	Iteration 27Q: 3 clusters Score -2719460 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -2719503.500000 Penalty: 2979.365723
	Iteration 28Q: 3 clusters Score -2719504 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -2719561.000000 Penalty: 2979.365723
	Iteration 29Q: 3 clusters Score -2719561 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -2719606.250000 Penalty: 2979.365723
	Iteration 30Q: 3 clusters Score -2719606 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -2719645.750000 Penalty: 2979.365723
	Iteration 31Q: 3 clusters Score -2719646 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -2719677.750000 Penalty: 2979.365723
	Iteration 32Q: 3 clusters Score -2719678 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -2719710.250000 Penalty: 2979.365723
	Iteration 33Q: 3 clusters Score -2719710 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -2719733.250000 Penalty: 2979.365723
	Iteration 34Q: 3 clusters Score -2719733 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20058 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -2719757.000000 Penalty: 2979.365723
	Iteration 35Q: 3 clusters Score -2719757 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -2719780.250000 Penalty: 2979.365723
	Iteration 36Q: 3 clusters Score -2719780 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -2719813.750000 Penalty: 2979.365723
	Iteration 37Q: 3 clusters Score -2719814 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -2719846.250000 Penalty: 2979.365723
	Iteration 38Q: 3 clusters Score -2719846 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -2719877.000000 Penalty: 2979.365723
	Iteration 39Q: 3 clusters Score -2719877 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -2719903.250000 Penalty: 2979.365723
	Iteration 40F: 3 clusters Score -2719903 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -2719939.750000 Penalty: 2979.365723
	Iteration 41Q: 3 clusters Score -2719940 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2719980.500000 Penalty: 2979.365723
	Iteration 42Q: 3 clusters Score -2719980 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2720004.750000 Penalty: 2979.365723
	Iteration 43Q: 3 clusters Score -2720005 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2720027.250000 Penalty: 2979.365723
	Iteration 44Q: 3 clusters Score -2720027 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -2720071.500000 Penalty: 2979.365723
	Iteration 45Q: 3 clusters Score -2720072 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2720120.000000 Penalty: 2979.365723
	Iteration 46Q: 3 clusters Score -2720120 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2720161.250000 Penalty: 2979.365723
	Iteration 47Q: 3 clusters Score -2720161 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20985 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2720193.000000 Penalty: 2979.365723
	Iteration 48Q: 3 clusters Score -2720193 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21037 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2720206.250000 Penalty: 2979.365723
	Iteration 49Q: 3 clusters Score -2720206 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21075 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2720222.000000 Penalty: 2979.365723
	Iteration 50Q: 3 clusters Score -2720222 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -2720239.250000 Penalty: 2979.365723
	Iteration 51Q: 3 clusters Score -2720239 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21135 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2720246.000000 Penalty: 2979.365723
	Iteration 52Q: 3 clusters Score -2720246 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21170 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2720265.750000 Penalty: 2979.365723
	Iteration 53Q: 3 clusters Score -2720266 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2720280.250000 Penalty: 2979.365723
	Iteration 54Q: 3 clusters Score -2720280 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2720285.750000 Penalty: 2979.365723
	Iteration 55Q: 3 clusters Score -2720286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2720289.500000 Penalty: 2979.365723
	Iteration 56Q: 3 clusters Score -2720290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2720294.250000 Penalty: 2979.365723
	Iteration 57Q: 3 clusters Score -2720294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2720304.250000 Penalty: 2979.365723
	Iteration 58Q: 3 clusters Score -2720304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2720310.000000 Penalty: 2979.365723
	Iteration 59Q: 3 clusters Score -2720310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2720311.500000 Penalty: 2979.365723
	Iteration 60F: 3 clusters Score -2720312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2720310.500000 Penalty: 2979.365723
	Iteration 61Q: 3 clusters Score -2720310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2720309.750000 Penalty: 2979.365723
	Iteration 62Q: 3 clusters Score -2720310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2720311.750000 Penalty: 2979.365723
	Iteration 63Q: 3 clusters Score -2720312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2720311.750000 Penalty: 2979.365723
	Iteration 64F: 3 clusters Score -2720312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Entering Unmasked Estep 
Score: -913205.125000 Penalty: 1328.581665
	Iteration 0F: 2 clusters Score -913205.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -907983.500000 Penalty: 2657.163330
	Iteration 0F: 3 clusters Score -907983.5 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -909768.312500 Penalty: 2657.163330
	Iteration 1F: 3 clusters Score -909768.3 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -910119.937500 Penalty: 2657.163330
	Iteration 2F: 3 clusters Score -910119.9 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -910381.000000 Penalty: 2657.163330
	Iteration 3F: 3 clusters Score -910381 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -910551.187500 Penalty: 2657.163330
	Iteration 4Q: 3 clusters Score -910551.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -910720.062500 Penalty: 2657.163330
	Iteration 5Q: 3 clusters Score -910720.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -910853.000000 Penalty: 2657.163330
	Iteration 6Q: 3 clusters Score -910853 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -910980.625000 Penalty: 2657.163330
	Iteration 7Q: 3 clusters Score -910980.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -911096.187500 Penalty: 2657.163330
	Iteration 8Q: 3 clusters Score -911096.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -911202.250000 Penalty: 2657.163330
	Iteration 9Q: 3 clusters Score -911202.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -911294.312500 Penalty: 2657.163330
	Iteration 10Q: 3 clusters Score -911294.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -911375.125000 Penalty: 2657.163330
	Iteration 11Q: 3 clusters Score -911375.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -911468.750000 Penalty: 2657.163330
	Iteration 12Q: 3 clusters Score -911468.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -911553.750000 Penalty: 2657.163330
	Iteration 13Q: 3 clusters Score -911553.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -911605.437500 Penalty: 2657.163330
	Iteration 14Q: 3 clusters Score -911605.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -911642.687500 Penalty: 2657.163330
	Iteration 15Q: 3 clusters Score -911642.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -911671.000000 Penalty: 2657.163330
	Iteration 16Q: 3 clusters Score -911671 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -911691.562500 Penalty: 2657.163330
	Iteration 17Q: 3 clusters Score -911691.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -911706.562500 Penalty: 2657.163330
	Iteration 18Q: 3 clusters Score -911706.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -911718.750000 Penalty: 2657.163330
	Iteration 19Q: 3 clusters Score -911718.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -911730.687500 Penalty: 2657.163330
	Iteration 20F: 3 clusters Score -911730.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -911742.250000 Penalty: 2657.163330
	Iteration 21Q: 3 clusters Score -911742.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -911750.187500 Penalty: 2657.163330
	Iteration 22Q: 3 clusters Score -911750.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -911757.500000 Penalty: 2657.163330
	Iteration 23Q: 3 clusters Score -911757.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -911762.000000 Penalty: 2657.163330
	Iteration 24Q: 3 clusters Score -911762 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -911769.562500 Penalty: 2657.163330
	Iteration 25Q: 3 clusters Score -911769.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -911779.562500 Penalty: 2657.163330
	Iteration 26Q: 3 clusters Score -911779.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -911788.687500 Penalty: 2657.163330
	Iteration 27Q: 3 clusters Score -911788.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -911799.562500 Penalty: 2657.163330
	Iteration 28Q: 3 clusters Score -911799.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -911808.250000 Penalty: 2657.163330
	Iteration 29Q: 3 clusters Score -911808.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -911814.437500 Penalty: 2657.163330
	Iteration 30Q: 3 clusters Score -911814.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -911821.562500 Penalty: 2657.163330
	Iteration 31Q: 3 clusters Score -911821.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -911827.062500 Penalty: 2657.163330
	Iteration 32Q: 3 clusters Score -911827.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -911829.125000 Penalty: 2657.163330
	Iteration 33Q: 3 clusters Score -911829.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -911834.125000 Penalty: 2657.163330
	Iteration 34Q: 3 clusters Score -911834.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -911841.187500 Penalty: 2657.163330
	Iteration 35Q: 3 clusters Score -911841.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -911841.875000 Penalty: 2657.163330
	Iteration 36Q: 3 clusters Score -911841.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -911848.437500 Penalty: 2657.163330
	Iteration 37Q: 3 clusters Score -911848.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -911851.500000 Penalty: 2657.163330
	Iteration 38Q: 3 clusters Score -911851.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -911853.812500 Penalty: 2657.163330
	Iteration 39Q: 3 clusters Score -911853.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -911856.625000 Penalty: 2657.163330
	Iteration 40F: 3 clusters Score -911856.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -911857.000000 Penalty: 2657.163330
	Iteration 41Q: 3 clusters Score -911857 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -911863.062500 Penalty: 2657.163330
	Iteration 42Q: 3 clusters Score -911863.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -911867.187500 Penalty: 2657.163330
	Iteration 43Q: 3 clusters Score -911867.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -911873.312500 Penalty: 2657.163330
	Iteration 44Q: 3 clusters Score -911873.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -911876.687500 Penalty: 2657.163330
	Iteration 45Q: 3 clusters Score -911876.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -911882.937500 Penalty: 2657.163330
	Iteration 46Q: 3 clusters Score -911882.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -911888.375000 Penalty: 2657.163330
	Iteration 47Q: 3 clusters Score -911888.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -911892.250000 Penalty: 2657.163330
	Iteration 48Q: 3 clusters Score -911892.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -911893.625000 Penalty: 2657.163330
	Iteration 49Q: 3 clusters Score -911893.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -911898.312500 Penalty: 2657.163330
	Iteration 50Q: 3 clusters Score -911898.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -911901.000000 Penalty: 2657.163330
	Iteration 51Q: 3 clusters Score -911901 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -911907.062500 Penalty: 2657.163330
	Iteration 52Q: 3 clusters Score -911907.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -911908.500000 Penalty: 2657.163330
	Iteration 53Q: 3 clusters Score -911908.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -911913.000000 Penalty: 2657.163330
	Iteration 54Q: 3 clusters Score -911913 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -911918.437500 Penalty: 2657.163330
	Iteration 55Q: 3 clusters Score -911918.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -911925.687500 Penalty: 2657.163330
	Iteration 56Q: 3 clusters Score -911925.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -911932.250000 Penalty: 2657.163330
	Iteration 57Q: 3 clusters Score -911932.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -911939.937500 Penalty: 2657.163330
	Iteration 58Q: 3 clusters Score -911939.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -911948.437500 Penalty: 2657.163330
	Iteration 59Q: 3 clusters Score -911948.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -911954.000000 Penalty: 2657.163330
	Iteration 60F: 3 clusters Score -911954 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -911965.187500 Penalty: 2657.163330
	Iteration 61Q: 3 clusters Score -911965.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -911971.562500 Penalty: 2657.163330
	Iteration 62Q: 3 clusters Score -911971.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -911979.375000 Penalty: 2657.163330
	Iteration 63Q: 3 clusters Score -911979.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -911987.562500 Penalty: 2657.163330
	Iteration 64Q: 3 clusters Score -911987.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -911991.875000 Penalty: 2657.163330
	Iteration 65Q: 3 clusters Score -911991.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -911996.812500 Penalty: 2657.163330
	Iteration 66Q: 3 clusters Score -911996.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -911999.875000 Penalty: 2657.163330
	Iteration 67Q: 3 clusters Score -911999.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -912002.625000 Penalty: 2657.163330
	Iteration 68Q: 3 clusters Score -912002.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -912003.187500 Penalty: 2657.163330
	Iteration 69Q: 3 clusters Score -912003.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -912006.125000 Penalty: 2657.163330
	Iteration 70Q: 3 clusters Score -912006.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -912009.562500 Penalty: 2657.163330
	Iteration 71Q: 3 clusters Score -912009.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -912012.500000 Penalty: 2657.163330
	Iteration 72Q: 3 clusters Score -912012.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -912018.312500 Penalty: 2657.163330
	Iteration 73Q: 3 clusters Score -912018.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -912021.812500 Penalty: 2657.163330
	Iteration 74Q: 3 clusters Score -912021.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -912023.875000 Penalty: 2657.163330
	Iteration 75Q: 3 clusters Score -912023.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -912027.812500 Penalty: 2657.163330
	Iteration 76Q: 3 clusters Score -912027.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -912032.437500 Penalty: 2657.163330
	Iteration 77Q: 3 clusters Score -912032.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -912035.750000 Penalty: 2657.163330
	Iteration 78Q: 3 clusters Score -912035.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -912036.562500 Penalty: 2657.163330
	Iteration 79Q: 3 clusters Score -912036.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -912036.125000 Penalty: 2657.163330
	Iteration 80F: 3 clusters Score -912036.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -912038.812500 Penalty: 2657.163330
	Iteration 81Q: 3 clusters Score -912038.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -912038.875000 Penalty: 2657.163330
	Iteration 82Q: 3 clusters Score -912038.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -912041.875000 Penalty: 2657.163330
	Iteration 83Q: 3 clusters Score -912041.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -912039.937500 Penalty: 2657.163330
	Iteration 84Q: 3 clusters Score -912039.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -912042.000000 Penalty: 2657.163330
	Iteration 85Q: 3 clusters Score -912042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -912045.812500 Penalty: 2657.163330
	Iteration 86Q: 3 clusters Score -912045.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -912048.687500 Penalty: 2657.163330
	Iteration 87Q: 3 clusters Score -912048.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -912052.437500 Penalty: 2657.163330
	Iteration 88Q: 3 clusters Score -912052.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -912052.812500 Penalty: 2657.163330
	Iteration 89Q: 3 clusters Score -912052.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -912053.687500 Penalty: 2657.163330
	Iteration 90Q: 3 clusters Score -912053.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -912054.812500 Penalty: 2657.163330
	Iteration 91Q: 3 clusters Score -912054.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -912054.812500 Penalty: 2657.163330
	Iteration 92F: 3 clusters Score -912054.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Entering Unmasked Estep 
Score: -879666.250000 Penalty: 1316.358765
	Iteration 0F: 2 clusters Score -879666.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -874726.437500 Penalty: 2632.717529
	Iteration 0F: 3 clusters Score -874726.4 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -876202.687500 Penalty: 2632.717529
	Iteration 1F: 3 clusters Score -876202.7 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -876448.062500 Penalty: 2632.717529
	Iteration 2F: 3 clusters Score -876448.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -876600.750000 Penalty: 2632.717529
	Iteration 3Q: 3 clusters Score -876600.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -876700.500000 Penalty: 2632.717529
	Iteration 4Q: 3 clusters Score -876700.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -876773.187500 Penalty: 2632.717529
	Iteration 5Q: 3 clusters Score -876773.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -876816.312500 Penalty: 2632.717529
	Iteration 6Q: 3 clusters Score -876816.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -876846.875000 Penalty: 2632.717529
	Iteration 7Q: 3 clusters Score -876846.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -876878.500000 Penalty: 2632.717529
	Iteration 8Q: 3 clusters Score -876878.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -876901.062500 Penalty: 2632.717529
	Iteration 9Q: 3 clusters Score -876901.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -876927.937500 Penalty: 2632.717529
	Iteration 10Q: 3 clusters Score -876927.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -876949.000000 Penalty: 2632.717529
	Iteration 11Q: 3 clusters Score -876949 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -876970.187500 Penalty: 2632.717529
	Iteration 12Q: 3 clusters Score -876970.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -876986.312500 Penalty: 2632.717529
	Iteration 13Q: 3 clusters Score -876986.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -876997.312500 Penalty: 2632.717529
	Iteration 14Q: 3 clusters Score -876997.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -877013.125000 Penalty: 2632.717529
	Iteration 15Q: 3 clusters Score -877013.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -877024.437500 Penalty: 2632.717529
	Iteration 16Q: 3 clusters Score -877024.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -877037.562500 Penalty: 2632.717529
	Iteration 17Q: 3 clusters Score -877037.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -877047.562500 Penalty: 2632.717529
	Iteration 18Q: 3 clusters Score -877047.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -877060.500000 Penalty: 2632.717529
	Iteration 19Q: 3 clusters Score -877060.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -877071.250000 Penalty: 2632.717529
	Iteration 20F: 3 clusters Score -877071.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -877083.375000 Penalty: 2632.717529
	Iteration 21Q: 3 clusters Score -877083.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -877093.187500 Penalty: 2632.717529
	Iteration 22Q: 3 clusters Score -877093.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -877106.000000 Penalty: 2632.717529
	Iteration 23Q: 3 clusters Score -877106 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -877116.812500 Penalty: 2632.717529
	Iteration 24Q: 3 clusters Score -877116.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -877128.000000 Penalty: 2632.717529
	Iteration 25Q: 3 clusters Score -877128 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -877143.875000 Penalty: 2632.717529
	Iteration 26Q: 3 clusters Score -877143.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -877158.000000 Penalty: 2632.717529
	Iteration 27Q: 3 clusters Score -877158 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -877173.687500 Penalty: 2632.717529
	Iteration 28Q: 3 clusters Score -877173.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -877191.000000 Penalty: 2632.717529
	Iteration 29Q: 3 clusters Score -877191 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -877209.437500 Penalty: 2632.717529
	Iteration 30Q: 3 clusters Score -877209.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -877241.750000 Penalty: 2632.717529
	Iteration 31Q: 3 clusters Score -877241.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -877278.312500 Penalty: 2632.717529
	Iteration 32Q: 3 clusters Score -877278.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -877322.312500 Penalty: 2632.717529
	Iteration 33Q: 3 clusters Score -877322.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -877374.062500 Penalty: 2632.717529
	Iteration 34Q: 3 clusters Score -877374.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -877424.937500 Penalty: 2632.717529
	Iteration 35Q: 3 clusters Score -877424.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -877480.062500 Penalty: 2632.717529
	Iteration 36Q: 3 clusters Score -877480.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -877554.000000 Penalty: 2632.717529
	Iteration 37Q: 3 clusters Score -877554 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -877636.375000 Penalty: 2632.717529
	Iteration 38Q: 3 clusters Score -877636.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -877728.562500 Penalty: 2632.717529
	Iteration 39Q: 3 clusters Score -877728.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -877849.000000 Penalty: 2632.717529
	Iteration 40F: 3 clusters Score -877849 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -877958.937500 Penalty: 2632.717529
	Iteration 41Q: 3 clusters Score -877958.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -878050.375000 Penalty: 2632.717529
	Iteration 42Q: 3 clusters Score -878050.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -878133.937500 Penalty: 2632.717529
	Iteration 43Q: 3 clusters Score -878133.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -878205.187500 Penalty: 2632.717529
	Iteration 44Q: 3 clusters Score -878205.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -878273.687500 Penalty: 2632.717529
	Iteration 45Q: 3 clusters Score -878273.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -878346.687500 Penalty: 2632.717529
	Iteration 46Q: 3 clusters Score -878346.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -878395.375000 Penalty: 2632.717529
	Iteration 47Q: 3 clusters Score -878395.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -878449.625000 Penalty: 2632.717529
	Iteration 48Q: 3 clusters Score -878449.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -878483.812500 Penalty: 2632.717529
	Iteration 49Q: 3 clusters Score -878483.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -878505.062500 Penalty: 2632.717529
	Iteration 50Q: 3 clusters Score -878505.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -878520.937500 Penalty: 2632.717529
	Iteration 51Q: 3 clusters Score -878520.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -878537.250000 Penalty: 2632.717529
	Iteration 52Q: 3 clusters Score -878537.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -878549.187500 Penalty: 2632.717529
	Iteration 53Q: 3 clusters Score -878549.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -878555.937500 Penalty: 2632.717529
	Iteration 54Q: 3 clusters Score -878555.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -878557.625000 Penalty: 2632.717529
	Iteration 55Q: 3 clusters Score -878557.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -878562.687500 Penalty: 2632.717529
	Iteration 56Q: 3 clusters Score -878562.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -878566.437500 Penalty: 2632.717529
	Iteration 57Q: 3 clusters Score -878566.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -878570.562500 Penalty: 2632.717529
	Iteration 58Q: 3 clusters Score -878570.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -878574.750000 Penalty: 2632.717529
	Iteration 59Q: 3 clusters Score -878574.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -878578.687500 Penalty: 2632.717529
	Iteration 60F: 3 clusters Score -878578.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -878582.187500 Penalty: 2632.717529
	Iteration 61Q: 3 clusters Score -878582.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -878583.500000 Penalty: 2632.717529
	Iteration 62Q: 3 clusters Score -878583.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -878585.937500 Penalty: 2632.717529
	Iteration 63Q: 3 clusters Score -878585.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -878588.312500 Penalty: 2632.717529
	Iteration 64Q: 3 clusters Score -878588.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -878590.312500 Penalty: 2632.717529
	Iteration 65Q: 3 clusters Score -878590.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -878590.312500 Penalty: 2632.717529
	Iteration 66F: 3 clusters Score -878590.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (21811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21811 members 
Entering Unmasked Estep 
Score: -2772101.250000 Penalty: 1486.537231
	Iteration 0F: 2 clusters Score -2772101 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -2757829.750000 Penalty: 2973.074463
	Iteration 0F: 3 clusters Score -2757830 nChanged 9718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -2762962.500000 Penalty: 2973.074463
	Iteration 1F: 3 clusters Score -2762962 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -2763310.250000 Penalty: 2973.074463
	Iteration 2Q: 3 clusters Score -2763310 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -2763569.750000 Penalty: 2973.074463
	Iteration 3Q: 3 clusters Score -2763570 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -2763757.250000 Penalty: 2973.074463
	Iteration 4Q: 3 clusters Score -2763757 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -2763945.250000 Penalty: 2973.074463
	Iteration 5Q: 3 clusters Score -2763945 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -2764100.000000 Penalty: 2973.074463
	Iteration 6Q: 3 clusters Score -2764100 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -2764278.500000 Penalty: 2973.074463
	Iteration 7Q: 3 clusters Score -2764278 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -2764490.750000 Penalty: 2973.074463
	Iteration 8Q: 3 clusters Score -2764491 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -2764739.000000 Penalty: 2973.074463
	Iteration 9Q: 3 clusters Score -2764739 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -2765055.500000 Penalty: 2973.074463
	Iteration 10Q: 3 clusters Score -2765056 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -2765492.750000 Penalty: 2973.074463
	Iteration 11Q: 3 clusters Score -2765493 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -2766124.250000 Penalty: 2973.074463
	Iteration 12Q: 3 clusters Score -2766124 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -2766943.000000 Penalty: 2973.074463
	Iteration 13F: 3 clusters Score -2766943 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -2767877.250000 Penalty: 2973.074463
	Iteration 14F: 3 clusters Score -2767877 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -2768743.500000 Penalty: 2973.074463
	Iteration 15F: 3 clusters Score -2768744 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 19853 members 
Entering Unmasked Estep 
Score: -2769458.750000 Penalty: 2973.074463
	Iteration 16Q: 3 clusters Score -2769459 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -2770012.500000 Penalty: 2973.074463
	Iteration 17Q: 3 clusters Score -2770012 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 20931 members 
Entering Unmasked Estep 
Score: -2770412.750000 Penalty: 2973.074463
	Iteration 18Q: 3 clusters Score -2770413 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -2770626.250000 Penalty: 2973.074463
	Iteration 19Q: 3 clusters Score -2770626 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 21271 members 
Entering Unmasked Estep 
Score: -2770710.250000 Penalty: 2973.074463
	Iteration 20F: 3 clusters Score -2770710 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -2770769.250000 Penalty: 2973.074463
	Iteration 21Q: 3 clusters Score -2770769 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -2770812.750000 Penalty: 2973.074463
	Iteration 22Q: 3 clusters Score -2770813 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 21378 members 
Entering Unmasked Estep 
Score: -2770836.250000 Penalty: 2973.074463
	Iteration 23Q: 3 clusters Score -2770836 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 21393 members 
Entering Unmasked Estep 
Score: -2770855.500000 Penalty: 2973.074463
	Iteration 24Q: 3 clusters Score -2770856 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 21401 members 
Entering Unmasked Estep 
Score: -2770864.750000 Penalty: 2973.074463
	Iteration 25Q: 3 clusters Score -2770865 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -2770873.750000 Penalty: 2973.074463
	Iteration 26Q: 3 clusters Score -2770874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 21417 members 
Entering Unmasked Estep 
Score: -2770879.500000 Penalty: 2973.074463
	Iteration 27Q: 3 clusters Score -2770880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 21421 members 
Entering Unmasked Estep 
Score: -2770883.000000 Penalty: 2973.074463
	Iteration 28Q: 3 clusters Score -2770883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 21426 members 
Entering Unmasked Estep 
Score: -2770892.250000 Penalty: 2973.074463
	Iteration 29Q: 3 clusters Score -2770892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 21432 members 
Entering Unmasked Estep 
Score: -2770900.750000 Penalty: 2973.074463
	Iteration 30Q: 3 clusters Score -2770901 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 21439 members 
Entering Unmasked Estep 
Score: -2770913.500000 Penalty: 2973.074463
	Iteration 31Q: 3 clusters Score -2770914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 21444 members 
Entering Unmasked Estep 
Score: -2770914.500000 Penalty: 2973.074463
	Iteration 32Q: 3 clusters Score -2770914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 21448 members 
Entering Unmasked Estep 
Score: -2770920.750000 Penalty: 2973.074463
	Iteration 33Q: 3 clusters Score -2770921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 21447 members 
Entering Unmasked Estep 
Score: -2770927.000000 Penalty: 2973.074463
	Iteration 34Q: 3 clusters Score -2770927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 21450 members 
Entering Unmasked Estep 
Score: -2770930.250000 Penalty: 2973.074463
	Iteration 35Q: 3 clusters Score -2770930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
Score: -2770928.500000 Penalty: 2973.074463
	Iteration 36Q: 3 clusters Score -2770928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
Score: -2770928.500000 Penalty: 2973.074463
	Iteration 37F: 3 clusters Score -2770928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (19127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Entering Unmasked Estep 
Score: -2323656.000000 Penalty: 1466.997803
	Iteration 0F: 2 clusters Score -2323656 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 9593 members 
Entering Unmasked Estep 
Score: -2311073.250000 Penalty: 2933.995605
	Iteration 0F: 3 clusters Score -2311073 nChanged 8484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -2315817.000000 Penalty: 2933.995605
	Iteration 1F: 3 clusters Score -2315817 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -2316359.500000 Penalty: 2933.995605
	Iteration 2F: 3 clusters Score -2316360 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -2316892.250000 Penalty: 2933.995605
	Iteration 3F: 3 clusters Score -2316892 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -2317413.250000 Penalty: 2933.995605
	Iteration 4F: 3 clusters Score -2317413 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -2317931.750000 Penalty: 2933.995605
	Iteration 5F: 3 clusters Score -2317932 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -2318518.500000 Penalty: 2933.995605
	Iteration 6F: 3 clusters Score -2318518 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -2319126.750000 Penalty: 2933.995605
	Iteration 7F: 3 clusters Score -2319127 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -2319766.250000 Penalty: 2933.995605
	Iteration 8F: 3 clusters Score -2319766 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -2320410.500000 Penalty: 2933.995605
	Iteration 9Q: 3 clusters Score -2320410 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -2321002.000000 Penalty: 2933.995605
	Iteration 10Q: 3 clusters Score -2321002 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -2321536.750000 Penalty: 2933.995605
	Iteration 11Q: 3 clusters Score -2321537 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -2321927.250000 Penalty: 2933.995605
	Iteration 12Q: 3 clusters Score -2321927 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -2322163.250000 Penalty: 2933.995605
	Iteration 13Q: 3 clusters Score -2322163 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -2322282.000000 Penalty: 2933.995605
	Iteration 14Q: 3 clusters Score -2322282 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -2322355.250000 Penalty: 2933.995605
	Iteration 15Q: 3 clusters Score -2322355 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -2322416.500000 Penalty: 2933.995605
	Iteration 16Q: 3 clusters Score -2322416 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -2322448.500000 Penalty: 2933.995605
	Iteration 17Q: 3 clusters Score -2322448 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -2322471.750000 Penalty: 2933.995605
	Iteration 18Q: 3 clusters Score -2322472 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -2322483.250000 Penalty: 2933.995605
	Iteration 19Q: 3 clusters Score -2322483 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -2322501.000000 Penalty: 2933.995605
	Iteration 20F: 3 clusters Score -2322501 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -2322508.500000 Penalty: 2933.995605
	Iteration 21Q: 3 clusters Score -2322508 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -2322520.250000 Penalty: 2933.995605
	Iteration 22Q: 3 clusters Score -2322520 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -2322533.250000 Penalty: 2933.995605
	Iteration 23Q: 3 clusters Score -2322533 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -2322542.250000 Penalty: 2933.995605
	Iteration 24Q: 3 clusters Score -2322542 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -2322550.250000 Penalty: 2933.995605
	Iteration 25Q: 3 clusters Score -2322550 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -2322554.250000 Penalty: 2933.995605
	Iteration 26Q: 3 clusters Score -2322554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -2322557.000000 Penalty: 2933.995605
	Iteration 27Q: 3 clusters Score -2322557 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -2322559.250000 Penalty: 2933.995605
	Iteration 28Q: 3 clusters Score -2322559 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -2322569.250000 Penalty: 2933.995605
	Iteration 29Q: 3 clusters Score -2322569 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -2322574.500000 Penalty: 2933.995605
	Iteration 30Q: 3 clusters Score -2322574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -2322578.250000 Penalty: 2933.995605
	Iteration 31Q: 3 clusters Score -2322578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -2322580.750000 Penalty: 2933.995605
	Iteration 32Q: 3 clusters Score -2322581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -2322584.750000 Penalty: 2933.995605
	Iteration 33Q: 3 clusters Score -2322585 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -2322593.250000 Penalty: 2933.995605
	Iteration 34Q: 3 clusters Score -2322593 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -2322594.750000 Penalty: 2933.995605
	Iteration 35Q: 3 clusters Score -2322595 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -2322594.750000 Penalty: 2933.995605
	Iteration 36Q: 3 clusters Score -2322595 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -2322598.750000 Penalty: 2933.995605
	Iteration 37Q: 3 clusters Score -2322599 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -2322597.000000 Penalty: 2933.995605
	Iteration 38Q: 3 clusters Score -2322597 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -2322602.500000 Penalty: 2933.995605
	Iteration 39Q: 3 clusters Score -2322602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -2322603.500000 Penalty: 2933.995605
	Iteration 40F: 3 clusters Score -2322604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -2322611.250000 Penalty: 2933.995605
	Iteration 41Q: 3 clusters Score -2322611 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -2322614.500000 Penalty: 2933.995605
	Iteration 42Q: 3 clusters Score -2322614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -2322614.750000 Penalty: 2933.995605
	Iteration 43Q: 3 clusters Score -2322615 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -2322616.500000 Penalty: 2933.995605
	Iteration 44Q: 3 clusters Score -2322616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -2322618.750000 Penalty: 2933.995605
	Iteration 45Q: 3 clusters Score -2322619 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -2322614.500000 Penalty: 2933.995605
	Iteration 46Q: 3 clusters Score -2322614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -2322618.750000 Penalty: 2933.995605
	Iteration 47Q: 3 clusters Score -2322619 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -2322621.500000 Penalty: 2933.995605
	Iteration 48Q: 3 clusters Score -2322622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -2322625.000000 Penalty: 2933.995605
	Iteration 49Q: 3 clusters Score -2322625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -2322635.000000 Penalty: 2933.995605
	Iteration 50Q: 3 clusters Score -2322635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -2322632.000000 Penalty: 2933.995605
	Iteration 51Q: 3 clusters Score -2322632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -2322631.500000 Penalty: 2933.995605
	Iteration 52Q: 3 clusters Score -2322632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -2322637.500000 Penalty: 2933.995605
	Iteration 53Q: 3 clusters Score -2322638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -2322637.250000 Penalty: 2933.995605
	Iteration 54Q: 3 clusters Score -2322637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -2322634.250000 Penalty: 2933.995605
	Iteration 55Q: 3 clusters Score -2322634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -2322634.250000 Penalty: 2933.995605
	Iteration 56F: 3 clusters Score -2322634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (18818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Entering Unmasked Estep 
Score: -2387476.750000 Penalty: 1464.574341
	Iteration 0F: 2 clusters Score -2387477 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -2375155.250000 Penalty: 2929.148682
	Iteration 0F: 3 clusters Score -2375155 nChanged 8275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -2379505.500000 Penalty: 2929.148682
	Iteration 1F: 3 clusters Score -2379506 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -2379909.250000 Penalty: 2929.148682
	Iteration 2F: 3 clusters Score -2379909 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -2380206.500000 Penalty: 2929.148682
	Iteration 3Q: 3 clusters Score -2380206 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -2380492.500000 Penalty: 2929.148682
	Iteration 4Q: 3 clusters Score -2380492 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -2380728.000000 Penalty: 2929.148682
	Iteration 5Q: 3 clusters Score -2380728 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -2380925.500000 Penalty: 2929.148682
	Iteration 6Q: 3 clusters Score -2380926 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -2381132.000000 Penalty: 2929.148682
	Iteration 7Q: 3 clusters Score -2381132 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -2381312.250000 Penalty: 2929.148682
	Iteration 8Q: 3 clusters Score -2381312 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -2381519.000000 Penalty: 2929.148682
	Iteration 9Q: 3 clusters Score -2381519 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -2381718.750000 Penalty: 2929.148682
	Iteration 10Q: 3 clusters Score -2381719 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -2381936.000000 Penalty: 2929.148682
	Iteration 11Q: 3 clusters Score -2381936 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -2382154.000000 Penalty: 2929.148682
	Iteration 12Q: 3 clusters Score -2382154 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -2382404.750000 Penalty: 2929.148682
	Iteration 13Q: 3 clusters Score -2382405 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -2382646.250000 Penalty: 2929.148682
	Iteration 14Q: 3 clusters Score -2382646 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -2382867.750000 Penalty: 2929.148682
	Iteration 15Q: 3 clusters Score -2382868 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -2383081.500000 Penalty: 2929.148682
	Iteration 16Q: 3 clusters Score -2383082 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -2383290.500000 Penalty: 2929.148682
	Iteration 17Q: 3 clusters Score -2383290 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -2383491.250000 Penalty: 2929.148682
	Iteration 18Q: 3 clusters Score -2383491 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -2383662.500000 Penalty: 2929.148682
	Iteration 19Q: 3 clusters Score -2383662 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -2383846.750000 Penalty: 2929.148682
	Iteration 20F: 3 clusters Score -2383847 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -2384028.000000 Penalty: 2929.148682
	Iteration 21Q: 3 clusters Score -2384028 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -2384235.750000 Penalty: 2929.148682
	Iteration 22Q: 3 clusters Score -2384236 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -2384444.000000 Penalty: 2929.148682
	Iteration 23Q: 3 clusters Score -2384444 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -2384635.500000 Penalty: 2929.148682
	Iteration 24Q: 3 clusters Score -2384636 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -2384842.750000 Penalty: 2929.148682
	Iteration 25Q: 3 clusters Score -2384843 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -2385011.750000 Penalty: 2929.148682
	Iteration 26Q: 3 clusters Score -2385012 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -2385201.000000 Penalty: 2929.148682
	Iteration 27Q: 3 clusters Score -2385201 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -2385421.000000 Penalty: 2929.148682
	Iteration 28Q: 3 clusters Score -2385421 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2385571.000000 Penalty: 2929.148682
	Iteration 29Q: 3 clusters Score -2385571 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2385687.750000 Penalty: 2929.148682
	Iteration 30Q: 3 clusters Score -2385688 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2385802.000000 Penalty: 2929.148682
	Iteration 31Q: 3 clusters Score -2385802 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17670 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2385880.250000 Penalty: 2929.148682
	Iteration 32Q: 3 clusters Score -2385880 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2385943.250000 Penalty: 2929.148682
	Iteration 33Q: 3 clusters Score -2385943 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2385996.000000 Penalty: 2929.148682
	Iteration 34Q: 3 clusters Score -2385996 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -2386031.000000 Penalty: 2929.148682
	Iteration 35Q: 3 clusters Score -2386031 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -2386071.250000 Penalty: 2929.148682
	Iteration 36Q: 3 clusters Score -2386071 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2386097.250000 Penalty: 2929.148682
	Iteration 37Q: 3 clusters Score -2386097 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2386123.000000 Penalty: 2929.148682
	Iteration 38Q: 3 clusters Score -2386123 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2386147.750000 Penalty: 2929.148682
	Iteration 39Q: 3 clusters Score -2386148 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2386163.750000 Penalty: 2929.148682
	Iteration 40F: 3 clusters Score -2386164 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2386178.500000 Penalty: 2929.148682
	Iteration 41Q: 3 clusters Score -2386178 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2386192.000000 Penalty: 2929.148682
	Iteration 42Q: 3 clusters Score -2386192 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18192 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2386199.500000 Penalty: 2929.148682
	Iteration 43Q: 3 clusters Score -2386200 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2386209.250000 Penalty: 2929.148682
	Iteration 44Q: 3 clusters Score -2386209 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2386220.750000 Penalty: 2929.148682
	Iteration 45Q: 3 clusters Score -2386221 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2386231.000000 Penalty: 2929.148682
	Iteration 46Q: 3 clusters Score -2386231 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2386237.750000 Penalty: 2929.148682
	Iteration 47Q: 3 clusters Score -2386238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2386240.500000 Penalty: 2929.148682
	Iteration 48Q: 3 clusters Score -2386240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -2386243.250000 Penalty: 2929.148682
	Iteration 49Q: 3 clusters Score -2386243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2386243.750000 Penalty: 2929.148682
	Iteration 50Q: 3 clusters Score -2386244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2386243.500000 Penalty: 2929.148682
	Iteration 51Q: 3 clusters Score -2386244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2386243.250000 Penalty: 2929.148682
	Iteration 52Q: 3 clusters Score -2386243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2386244.750000 Penalty: 2929.148682
	Iteration 53Q: 3 clusters Score -2386245 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2386244.750000 Penalty: 2929.148682
	Iteration 54F: 3 clusters Score -2386245 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (52760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52760 members 
Entering Unmasked Estep 
Score: -6704527.500000 Penalty: 1617.978149
	Iteration 0F: 2 clusters Score -6704528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26335 members 
Mstep: Class 2 contains 26425 members 
Entering Unmasked Estep 
Score: -6671129.500000 Penalty: 3235.956299
	Iteration 0F: 3 clusters Score -6671130 nChanged 24415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26048 members 
Mstep: Class 2 contains 26712 members 
Entering Unmasked Estep 
Score: -6684401.000000 Penalty: 3235.956299
	Iteration 1F: 3 clusters Score -6684401 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25798 members 
Mstep: Class 2 contains 26962 members 
Entering Unmasked Estep 
Score: -6684920.500000 Penalty: 3235.956299
	Iteration 2Q: 3 clusters Score -6684920 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25360 members 
Mstep: Class 2 contains 27400 members 
Entering Unmasked Estep 
Score: -6685495.500000 Penalty: 3235.956299
	Iteration 3Q: 3 clusters Score -6685496 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24728 members 
Mstep: Class 2 contains 28032 members 
Entering Unmasked Estep 
Score: -6685994.500000 Penalty: 3235.956299
	Iteration 4Q: 3 clusters Score -6685994 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23792 members 
Mstep: Class 2 contains 28968 members 
Entering Unmasked Estep 
Score: -6686601.000000 Penalty: 3235.956299
	Iteration 5Q: 3 clusters Score -6686601 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22425 members 
Mstep: Class 2 contains 30335 members 
Entering Unmasked Estep 
Score: -6687301.500000 Penalty: 3235.956299
	Iteration 6Q: 3 clusters Score -6687302 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 32283 members 
Entering Unmasked Estep 
Score: -6688370.500000 Penalty: 3235.956299
	Iteration 7Q: 3 clusters Score -6688370 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 34885 members 
Entering Unmasked Estep 
Score: -6689846.500000 Penalty: 3235.956299
	Iteration 8F: 3 clusters Score -6689846 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 38139 members 
Entering Unmasked Estep 
Score: -6691984.000000 Penalty: 3235.956299
	Iteration 9F: 3 clusters Score -6691984 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 41904 members 
Entering Unmasked Estep 
Score: -6694681.500000 Penalty: 3235.956299
	Iteration 10F: 3 clusters Score -6694682 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 45619 members 
Entering Unmasked Estep 
Score: -6697661.000000 Penalty: 3235.956299
	Iteration 11F: 3 clusters Score -6697661 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 48663 members 
Entering Unmasked Estep 
Score: -6700099.000000 Penalty: 3235.956299
	Iteration 12F: 3 clusters Score -6700099 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 50538 members 
Entering Unmasked Estep 
Score: -6701592.000000 Penalty: 3235.956299
	Iteration 13Q: 3 clusters Score -6701592 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 51543 members 
Entering Unmasked Estep 
Score: -6702401.500000 Penalty: 3235.956299
	Iteration 14Q: 3 clusters Score -6702402 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 52037 members 
Entering Unmasked Estep 
Score: -6702810.000000 Penalty: 3235.956299
	Iteration 15Q: 3 clusters Score -6702810 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 52235 members 
Entering Unmasked Estep 
Score: -6702983.000000 Penalty: 3235.956299
	Iteration 16Q: 3 clusters Score -6702983 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 52328 members 
Entering Unmasked Estep 
Score: -6703055.000000 Penalty: 3235.956299
	Iteration 17Q: 3 clusters Score -6703055 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 52386 members 
Entering Unmasked Estep 
Score: -6703132.500000 Penalty: 3235.956299
	Iteration 18Q: 3 clusters Score -6703132 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 52406 members 
Entering Unmasked Estep 
Score: -6703167.000000 Penalty: 3235.956299
	Iteration 19Q: 3 clusters Score -6703167 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 52413 members 
Entering Unmasked Estep 
Score: -6703185.500000 Penalty: 3235.956299
	Iteration 20F: 3 clusters Score -6703186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 52417 members 
Entering Unmasked Estep 
Score: -6703191.500000 Penalty: 3235.956299
	Iteration 21Q: 3 clusters Score -6703192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 52424 members 
Entering Unmasked Estep 
Score: -6703198.000000 Penalty: 3235.956299
	Iteration 22Q: 3 clusters Score -6703198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 52433 members 
Entering Unmasked Estep 
Score: -6703216.000000 Penalty: 3235.956299
	Iteration 23Q: 3 clusters Score -6703216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 52440 members 
Entering Unmasked Estep 
Score: -6703216.500000 Penalty: 3235.956299
	Iteration 24Q: 3 clusters Score -6703216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 52447 members 
Entering Unmasked Estep 
Score: -6703235.500000 Penalty: 3235.956299
	Iteration 25Q: 3 clusters Score -6703236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 52449 members 
Entering Unmasked Estep 
Score: -6703236.000000 Penalty: 3235.956299
	Iteration 26Q: 3 clusters Score -6703236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 52451 members 
Entering Unmasked Estep 
Score: -6703237.500000 Penalty: 3235.956299
	Iteration 27Q: 3 clusters Score -6703238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 52452 members 
Entering Unmasked Estep 
Score: -6703247.500000 Penalty: 3235.956299
	Iteration 28Q: 3 clusters Score -6703248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 52456 members 
Entering Unmasked Estep 
Score: -6703251.000000 Penalty: 3235.956299
	Iteration 29Q: 3 clusters Score -6703251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 52458 members 
Entering Unmasked Estep 
Score: -6703251.500000 Penalty: 3235.956299
	Iteration 30Q: 3 clusters Score -6703252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 52458 members 
Entering Unmasked Estep 
Score: -6703251.500000 Penalty: 3235.956299
	Iteration 31F: 3 clusters Score -6703252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Entering Unmasked Estep 
Score: -300525.593750 Penalty: 1168.327271
	Iteration 0F: 2 clusters Score -300525.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -298323.468750 Penalty: 2336.654541
	Iteration 0F: 3 clusters Score -298323.5 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -298959.156250 Penalty: 2336.654541
	Iteration 1F: 3 clusters Score -298959.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -299142.750000 Penalty: 2336.654541
	Iteration 2F: 3 clusters Score -299142.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -299238.187500 Penalty: 2336.654541
	Iteration 3Q: 3 clusters Score -299238.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -299326.406250 Penalty: 2336.654541
	Iteration 4Q: 3 clusters Score -299326.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -299403.218750 Penalty: 2336.654541
	Iteration 5Q: 3 clusters Score -299403.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -299456.843750 Penalty: 2336.654541
	Iteration 6Q: 3 clusters Score -299456.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -299492.781250 Penalty: 2336.654541
	Iteration 7Q: 3 clusters Score -299492.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -299549.500000 Penalty: 2336.654541
	Iteration 8Q: 3 clusters Score -299549.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -299635.843750 Penalty: 2336.654541
	Iteration 9Q: 3 clusters Score -299635.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -299711.781250 Penalty: 2336.654541
	Iteration 10Q: 3 clusters Score -299711.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -299786.656250 Penalty: 2336.654541
	Iteration 11Q: 3 clusters Score -299786.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -299831.750000 Penalty: 2336.654541
	Iteration 12Q: 3 clusters Score -299831.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -299890.187500 Penalty: 2336.654541
	Iteration 13Q: 3 clusters Score -299890.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -299956.343750 Penalty: 2336.654541
	Iteration 14Q: 3 clusters Score -299956.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -300004.437500 Penalty: 2336.654541
	Iteration 15Q: 3 clusters Score -300004.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -300048.218750 Penalty: 2336.654541
	Iteration 16Q: 3 clusters Score -300048.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -300079.062500 Penalty: 2336.654541
	Iteration 17Q: 3 clusters Score -300079.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -300117.843750 Penalty: 2336.654541
	Iteration 18Q: 3 clusters Score -300117.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -300164.781250 Penalty: 2336.654541
	Iteration 19Q: 3 clusters Score -300164.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -300204.156250 Penalty: 2336.654541
	Iteration 20F: 3 clusters Score -300204.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -300247.187500 Penalty: 2336.654541
	Iteration 21Q: 3 clusters Score -300247.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -300295.468750 Penalty: 2336.654541
	Iteration 22Q: 3 clusters Score -300295.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -300341.843750 Penalty: 2336.654541
	Iteration 23Q: 3 clusters Score -300341.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -300376.312500 Penalty: 2336.654541
	Iteration 24Q: 3 clusters Score -300376.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -300400.687500 Penalty: 2336.654541
	Iteration 25Q: 3 clusters Score -300400.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -300423.375000 Penalty: 2336.654541
	Iteration 26Q: 3 clusters Score -300423.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -300433.906250 Penalty: 2336.654541
	Iteration 27Q: 3 clusters Score -300433.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -300438.843750 Penalty: 2336.654541
	Iteration 28Q: 3 clusters Score -300438.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -300441.937500 Penalty: 2336.654541
	Iteration 29Q: 3 clusters Score -300441.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -300441.937500 Penalty: 2336.654541
	Iteration 30F: 3 clusters Score -300441.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Entering Unmasked Estep 
Score: -35818.488281 Penalty: 889.658203
	Iteration 0F: 2 clusters Score -35818.49 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 196 members 
Entering Unmasked Estep 
Score: -35043.363281 Penalty: 1779.316406
	Iteration 0F: 3 clusters Score -35043.36 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -35209.968750 Penalty: 1779.316406
	Iteration 1F: 3 clusters Score -35209.97 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -35268.785156 Penalty: 1779.316406
	Iteration 2Q: 3 clusters Score -35268.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -35273.906250 Penalty: 1779.316406
	Iteration 3Q: 3 clusters Score -35273.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -35273.906250 Penalty: 1779.316406
	Iteration 4F: 3 clusters Score -35273.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Entering Unmasked Estep 
Score: -703891.875000 Penalty: 1295.007690
	Iteration 0F: 2 clusters Score -703891.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -699545.000000 Penalty: 2590.015381
	Iteration 0F: 3 clusters Score -699545 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -700835.125000 Penalty: 2590.015381
	Iteration 1F: 3 clusters Score -700835.1 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -701112.812500 Penalty: 2590.015381
	Iteration 2F: 3 clusters Score -701112.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -701323.562500 Penalty: 2590.015381
	Iteration 3F: 3 clusters Score -701323.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -701512.500000 Penalty: 2590.015381
	Iteration 4F: 3 clusters Score -701512.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -701678.375000 Penalty: 2590.015381
	Iteration 5Q: 3 clusters Score -701678.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -701843.812500 Penalty: 2590.015381
	Iteration 6Q: 3 clusters Score -701843.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -702018.062500 Penalty: 2590.015381
	Iteration 7Q: 3 clusters Score -702018.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -702166.937500 Penalty: 2590.015381
	Iteration 8Q: 3 clusters Score -702166.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -702297.500000 Penalty: 2590.015381
	Iteration 9Q: 3 clusters Score -702297.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -702433.312500 Penalty: 2590.015381
	Iteration 10Q: 3 clusters Score -702433.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -702541.750000 Penalty: 2590.015381
	Iteration 11Q: 3 clusters Score -702541.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -702655.812500 Penalty: 2590.015381
	Iteration 12Q: 3 clusters Score -702655.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -702760.500000 Penalty: 2590.015381
	Iteration 13Q: 3 clusters Score -702760.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -702838.687500 Penalty: 2590.015381
	Iteration 14Q: 3 clusters Score -702838.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -702910.937500 Penalty: 2590.015381
	Iteration 15Q: 3 clusters Score -702910.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -702968.375000 Penalty: 2590.015381
	Iteration 16Q: 3 clusters Score -702968.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -702997.875000 Penalty: 2590.015381
	Iteration 17Q: 3 clusters Score -702997.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -703026.812500 Penalty: 2590.015381
	Iteration 18Q: 3 clusters Score -703026.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -703043.812500 Penalty: 2590.015381
	Iteration 19Q: 3 clusters Score -703043.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -703059.812500 Penalty: 2590.015381
	Iteration 20F: 3 clusters Score -703059.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -703075.187500 Penalty: 2590.015381
	Iteration 21Q: 3 clusters Score -703075.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -703083.750000 Penalty: 2590.015381
	Iteration 22Q: 3 clusters Score -703083.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -703089.750000 Penalty: 2590.015381
	Iteration 23Q: 3 clusters Score -703089.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -703097.812500 Penalty: 2590.015381
	Iteration 24Q: 3 clusters Score -703097.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -703109.937500 Penalty: 2590.015381
	Iteration 25Q: 3 clusters Score -703109.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -703122.625000 Penalty: 2590.015381
	Iteration 26Q: 3 clusters Score -703122.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -703130.250000 Penalty: 2590.015381
	Iteration 27Q: 3 clusters Score -703130.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -703136.875000 Penalty: 2590.015381
	Iteration 28Q: 3 clusters Score -703136.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -703143.625000 Penalty: 2590.015381
	Iteration 29Q: 3 clusters Score -703143.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -703148.750000 Penalty: 2590.015381
	Iteration 30Q: 3 clusters Score -703148.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -703154.062500 Penalty: 2590.015381
	Iteration 31Q: 3 clusters Score -703154.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -703158.437500 Penalty: 2590.015381
	Iteration 32Q: 3 clusters Score -703158.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -703162.437500 Penalty: 2590.015381
	Iteration 33Q: 3 clusters Score -703162.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -703163.375000 Penalty: 2590.015381
	Iteration 34Q: 3 clusters Score -703163.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -703165.875000 Penalty: 2590.015381
	Iteration 35Q: 3 clusters Score -703165.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -703167.062500 Penalty: 2590.015381
	Iteration 36Q: 3 clusters Score -703167.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -703169.187500 Penalty: 2590.015381
	Iteration 37Q: 3 clusters Score -703169.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -703169.187500 Penalty: 2590.015381
	Iteration 38Q: 3 clusters Score -703169.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -703172.312500 Penalty: 2590.015381
	Iteration 39Q: 3 clusters Score -703172.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -703174.562500 Penalty: 2590.015381
	Iteration 40F: 3 clusters Score -703174.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -703180.062500 Penalty: 2590.015381
	Iteration 41Q: 3 clusters Score -703180.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -703181.625000 Penalty: 2590.015381
	Iteration 42Q: 3 clusters Score -703181.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -703183.000000 Penalty: 2590.015381
	Iteration 43Q: 3 clusters Score -703183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -703184.125000 Penalty: 2590.015381
	Iteration 44Q: 3 clusters Score -703184.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -703185.312500 Penalty: 2590.015381
	Iteration 45Q: 3 clusters Score -703185.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -703187.250000 Penalty: 2590.015381
	Iteration 46Q: 3 clusters Score -703187.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -703189.812500 Penalty: 2590.015381
	Iteration 47Q: 3 clusters Score -703189.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -703191.750000 Penalty: 2590.015381
	Iteration 48Q: 3 clusters Score -703191.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -703193.875000 Penalty: 2590.015381
	Iteration 49Q: 3 clusters Score -703193.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -703194.562500 Penalty: 2590.015381
	Iteration 50Q: 3 clusters Score -703194.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -703197.562500 Penalty: 2590.015381
	Iteration 51Q: 3 clusters Score -703197.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -703199.437500 Penalty: 2590.015381
	Iteration 52Q: 3 clusters Score -703199.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -703198.437500 Penalty: 2590.015381
	Iteration 53Q: 3 clusters Score -703198.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -703200.125000 Penalty: 2590.015381
	Iteration 54Q: 3 clusters Score -703200.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -703200.125000 Penalty: 2590.015381
	Iteration 55Q: 3 clusters Score -703200.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -703201.437500 Penalty: 2590.015381
	Iteration 56Q: 3 clusters Score -703201.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -703201.437500 Penalty: 2590.015381
	Iteration 57Q: 3 clusters Score -703201.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -703201.437500 Penalty: 2590.015381
	Iteration 58F: 3 clusters Score -703201.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Entering Unmasked Estep 
Score: -122339.265625 Penalty: 1035.981812
	Iteration 0F: 2 clusters Score -122339.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -121039.742188 Penalty: 2071.963623
	Iteration 0F: 3 clusters Score -121039.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -121308.234375 Penalty: 2071.963623
	Iteration 1F: 3 clusters Score -121308.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -121392.710938 Penalty: 2071.963623
	Iteration 2F: 3 clusters Score -121392.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -121455.671875 Penalty: 2071.963623
	Iteration 3Q: 3 clusters Score -121455.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -121486.843750 Penalty: 2071.963623
	Iteration 4Q: 3 clusters Score -121486.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -121510.320312 Penalty: 2071.963623
	Iteration 5Q: 3 clusters Score -121510.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -121526.492188 Penalty: 2071.963623
	Iteration 6Q: 3 clusters Score -121526.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -121541.289062 Penalty: 2071.963623
	Iteration 7Q: 3 clusters Score -121541.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -121551.851562 Penalty: 2071.963623
	Iteration 8Q: 3 clusters Score -121551.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -121555.601562 Penalty: 2071.963623
	Iteration 9Q: 3 clusters Score -121555.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -121557.640625 Penalty: 2071.963623
	Iteration 10Q: 3 clusters Score -121557.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -121557.640625 Penalty: 2071.963623
	Iteration 11F: 3 clusters Score -121557.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (9489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Entering Unmasked Estep 
Score: -1203243.375000 Penalty: 1362.693848
	Iteration 0F: 2 clusters Score -1203243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1196864.000000 Penalty: 2725.387695
	Iteration 0F: 3 clusters Score -1196864 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1199006.250000 Penalty: 2725.387695
	Iteration 1F: 3 clusters Score -1199006 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1199323.250000 Penalty: 2725.387695
	Iteration 2F: 3 clusters Score -1199323 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1199523.500000 Penalty: 2725.387695
	Iteration 3Q: 3 clusters Score -1199524 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1199686.250000 Penalty: 2725.387695
	Iteration 4Q: 3 clusters Score -1199686 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1199816.875000 Penalty: 2725.387695
	Iteration 5Q: 3 clusters Score -1199817 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1199931.750000 Penalty: 2725.387695
	Iteration 6Q: 3 clusters Score -1199932 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1200037.500000 Penalty: 2725.387695
	Iteration 7Q: 3 clusters Score -1200038 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1200140.875000 Penalty: 2725.387695
	Iteration 8Q: 3 clusters Score -1200141 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1200233.125000 Penalty: 2725.387695
	Iteration 9Q: 3 clusters Score -1200233 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1200318.250000 Penalty: 2725.387695
	Iteration 10Q: 3 clusters Score -1200318 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1200402.000000 Penalty: 2725.387695
	Iteration 11Q: 3 clusters Score -1200402 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1200503.625000 Penalty: 2725.387695
	Iteration 12Q: 3 clusters Score -1200504 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1200626.500000 Penalty: 2725.387695
	Iteration 13Q: 3 clusters Score -1200626 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1200754.000000 Penalty: 2725.387695
	Iteration 14Q: 3 clusters Score -1200754 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1200887.625000 Penalty: 2725.387695
	Iteration 15Q: 3 clusters Score -1200888 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1201037.250000 Penalty: 2725.387695
	Iteration 16Q: 3 clusters Score -1201037 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1201179.750000 Penalty: 2725.387695
	Iteration 17Q: 3 clusters Score -1201180 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1201316.625000 Penalty: 2725.387695
	Iteration 18Q: 3 clusters Score -1201317 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1201431.375000 Penalty: 2725.387695
	Iteration 19Q: 3 clusters Score -1201431 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1201542.375000 Penalty: 2725.387695
	Iteration 20F: 3 clusters Score -1201542 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1201651.375000 Penalty: 2725.387695
	Iteration 21Q: 3 clusters Score -1201651 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1201763.625000 Penalty: 2725.387695
	Iteration 22Q: 3 clusters Score -1201764 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1201850.500000 Penalty: 2725.387695
	Iteration 23Q: 3 clusters Score -1201850 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1201923.000000 Penalty: 2725.387695
	Iteration 24Q: 3 clusters Score -1201923 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1201990.750000 Penalty: 2725.387695
	Iteration 25Q: 3 clusters Score -1201991 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1202043.375000 Penalty: 2725.387695
	Iteration 26Q: 3 clusters Score -1202043 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1202083.750000 Penalty: 2725.387695
	Iteration 27Q: 3 clusters Score -1202084 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1202112.875000 Penalty: 2725.387695
	Iteration 28Q: 3 clusters Score -1202113 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1202133.000000 Penalty: 2725.387695
	Iteration 29Q: 3 clusters Score -1202133 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1202154.750000 Penalty: 2725.387695
	Iteration 30Q: 3 clusters Score -1202155 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1202171.125000 Penalty: 2725.387695
	Iteration 31Q: 3 clusters Score -1202171 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1202181.750000 Penalty: 2725.387695
	Iteration 32Q: 3 clusters Score -1202182 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1202189.500000 Penalty: 2725.387695
	Iteration 33Q: 3 clusters Score -1202190 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1202199.500000 Penalty: 2725.387695
	Iteration 34Q: 3 clusters Score -1202200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1202203.000000 Penalty: 2725.387695
	Iteration 35Q: 3 clusters Score -1202203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1202204.750000 Penalty: 2725.387695
	Iteration 36Q: 3 clusters Score -1202205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1202206.500000 Penalty: 2725.387695
	Iteration 37Q: 3 clusters Score -1202206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1202207.500000 Penalty: 2725.387695
	Iteration 38Q: 3 clusters Score -1202208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1202209.500000 Penalty: 2725.387695
	Iteration 39Q: 3 clusters Score -1202210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1202210.500000 Penalty: 2725.387695
	Iteration 40F: 3 clusters Score -1202210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1202210.250000 Penalty: 2725.387695
	Iteration 41Q: 3 clusters Score -1202210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1202210.625000 Penalty: 2725.387695
	Iteration 42Q: 3 clusters Score -1202211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1202211.875000 Penalty: 2725.387695
	Iteration 43Q: 3 clusters Score -1202212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1202214.250000 Penalty: 2725.387695
	Iteration 44Q: 3 clusters Score -1202214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1202213.250000 Penalty: 2725.387695
	Iteration 45Q: 3 clusters Score -1202213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1202213.375000 Penalty: 2725.387695
	Iteration 46Q: 3 clusters Score -1202213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1202213.375000 Penalty: 2725.387695
	Iteration 47F: 3 clusters Score -1202213 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (22033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Entering Unmasked Estep 
Score: -2787982.500000 Penalty: 1488.044189
	Iteration 0F: 2 clusters Score -2787982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -2773670.000000 Penalty: 2976.088379
	Iteration 0F: 3 clusters Score -2773670 nChanged 9755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -2778800.000000 Penalty: 2976.088379
	Iteration 1F: 3 clusters Score -2778800 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -2779195.250000 Penalty: 2976.088379
	Iteration 2F: 3 clusters Score -2779195 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -2779544.000000 Penalty: 2976.088379
	Iteration 3Q: 3 clusters Score -2779544 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -2779862.750000 Penalty: 2976.088379
	Iteration 4Q: 3 clusters Score -2779863 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -2780150.250000 Penalty: 2976.088379
	Iteration 5Q: 3 clusters Score -2780150 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -2780465.000000 Penalty: 2976.088379
	Iteration 6Q: 3 clusters Score -2780465 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -2780775.000000 Penalty: 2976.088379
	Iteration 7Q: 3 clusters Score -2780775 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -2781155.750000 Penalty: 2976.088379
	Iteration 8Q: 3 clusters Score -2781156 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -2781592.000000 Penalty: 2976.088379
	Iteration 9Q: 3 clusters Score -2781592 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -2782061.000000 Penalty: 2976.088379
	Iteration 10Q: 3 clusters Score -2782061 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -2782599.250000 Penalty: 2976.088379
	Iteration 11Q: 3 clusters Score -2782599 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -2783199.000000 Penalty: 2976.088379
	Iteration 12Q: 3 clusters Score -2783199 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -2783824.000000 Penalty: 2976.088379
	Iteration 13Q: 3 clusters Score -2783824 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -2784424.250000 Penalty: 2976.088379
	Iteration 14Q: 3 clusters Score -2784424 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -2784991.750000 Penalty: 2976.088379
	Iteration 15Q: 3 clusters Score -2784992 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20259 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -2785517.250000 Penalty: 2976.088379
	Iteration 16Q: 3 clusters Score -2785517 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20784 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2785959.500000 Penalty: 2976.088379
	Iteration 17Q: 3 clusters Score -2785960 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2786233.500000 Penalty: 2976.088379
	Iteration 18Q: 3 clusters Score -2786234 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21344 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2786430.250000 Penalty: 2976.088379
	Iteration 19Q: 3 clusters Score -2786430 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21475 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2786561.500000 Penalty: 2976.088379
	Iteration 20F: 3 clusters Score -2786562 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2786643.500000 Penalty: 2976.088379
	Iteration 21Q: 3 clusters Score -2786644 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2786697.250000 Penalty: 2976.088379
	Iteration 22Q: 3 clusters Score -2786697 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2786744.000000 Penalty: 2976.088379
	Iteration 23Q: 3 clusters Score -2786744 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21656 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2786776.250000 Penalty: 2976.088379
	Iteration 24Q: 3 clusters Score -2786776 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2786790.500000 Penalty: 2976.088379
	Iteration 25Q: 3 clusters Score -2786790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21682 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2786804.750000 Penalty: 2976.088379
	Iteration 26Q: 3 clusters Score -2786805 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2786813.000000 Penalty: 2976.088379
	Iteration 27Q: 3 clusters Score -2786813 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2786825.500000 Penalty: 2976.088379
	Iteration 28Q: 3 clusters Score -2786826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2786835.750000 Penalty: 2976.088379
	Iteration 29Q: 3 clusters Score -2786836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2786835.500000 Penalty: 2976.088379
	Iteration 30Q: 3 clusters Score -2786836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2786840.750000 Penalty: 2976.088379
	Iteration 31Q: 3 clusters Score -2786841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2786850.500000 Penalty: 2976.088379
	Iteration 32Q: 3 clusters Score -2786850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2786862.250000 Penalty: 2976.088379
	Iteration 33Q: 3 clusters Score -2786862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2786857.750000 Penalty: 2976.088379
	Iteration 34Q: 3 clusters Score -2786858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2786865.500000 Penalty: 2976.088379
	Iteration 35Q: 3 clusters Score -2786866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21725 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2786872.250000 Penalty: 2976.088379
	Iteration 36Q: 3 clusters Score -2786872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2786877.000000 Penalty: 2976.088379
	Iteration 37Q: 3 clusters Score -2786877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2786873.250000 Penalty: 2976.088379
	Iteration 38Q: 3 clusters Score -2786873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2786873.250000 Penalty: 2976.088379
	Iteration 39F: 3 clusters Score -2786873 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (11192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Entering Unmasked Estep 
Score: -1495065.375000 Penalty: 1387.255615
	Iteration 0F: 2 clusters Score -1495065 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1487562.250000 Penalty: 2774.511230
	Iteration 0F: 3 clusters Score -1487562 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1490002.625000 Penalty: 2774.511230
	Iteration 1F: 3 clusters Score -1490003 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1490267.750000 Penalty: 2774.511230
	Iteration 2F: 3 clusters Score -1490268 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1490427.625000 Penalty: 2774.511230
	Iteration 3Q: 3 clusters Score -1490428 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1490529.875000 Penalty: 2774.511230
	Iteration 4Q: 3 clusters Score -1490530 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1490612.750000 Penalty: 2774.511230
	Iteration 5Q: 3 clusters Score -1490613 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1490682.750000 Penalty: 2774.511230
	Iteration 6Q: 3 clusters Score -1490683 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1490739.000000 Penalty: 2774.511230
	Iteration 7Q: 3 clusters Score -1490739 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1490784.750000 Penalty: 2774.511230
	Iteration 8Q: 3 clusters Score -1490785 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1490826.250000 Penalty: 2774.511230
	Iteration 9Q: 3 clusters Score -1490826 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1490872.875000 Penalty: 2774.511230
	Iteration 10Q: 3 clusters Score -1490873 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1490912.875000 Penalty: 2774.511230
	Iteration 11Q: 3 clusters Score -1490913 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1490945.875000 Penalty: 2774.511230
	Iteration 12Q: 3 clusters Score -1490946 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1490981.250000 Penalty: 2774.511230
	Iteration 13Q: 3 clusters Score -1490981 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1491000.750000 Penalty: 2774.511230
	Iteration 14Q: 3 clusters Score -1491001 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1491019.125000 Penalty: 2774.511230
	Iteration 15Q: 3 clusters Score -1491019 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1491032.000000 Penalty: 2774.511230
	Iteration 16Q: 3 clusters Score -1491032 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1491048.250000 Penalty: 2774.511230
	Iteration 17Q: 3 clusters Score -1491048 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1491059.000000 Penalty: 2774.511230
	Iteration 18Q: 3 clusters Score -1491059 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1491078.250000 Penalty: 2774.511230
	Iteration 19Q: 3 clusters Score -1491078 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1491091.750000 Penalty: 2774.511230
	Iteration 20F: 3 clusters Score -1491092 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1491103.125000 Penalty: 2774.511230
	Iteration 21Q: 3 clusters Score -1491103 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1491119.125000 Penalty: 2774.511230
	Iteration 22Q: 3 clusters Score -1491119 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1491124.375000 Penalty: 2774.511230
	Iteration 23Q: 3 clusters Score -1491124 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1491130.500000 Penalty: 2774.511230
	Iteration 24Q: 3 clusters Score -1491130 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1491140.250000 Penalty: 2774.511230
	Iteration 25Q: 3 clusters Score -1491140 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1491152.500000 Penalty: 2774.511230
	Iteration 26Q: 3 clusters Score -1491152 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1491169.000000 Penalty: 2774.511230
	Iteration 27Q: 3 clusters Score -1491169 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1491173.250000 Penalty: 2774.511230
	Iteration 28Q: 3 clusters Score -1491173 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1491179.125000 Penalty: 2774.511230
	Iteration 29Q: 3 clusters Score -1491179 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1491192.625000 Penalty: 2774.511230
	Iteration 30Q: 3 clusters Score -1491193 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1491213.875000 Penalty: 2774.511230
	Iteration 31Q: 3 clusters Score -1491214 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1491219.750000 Penalty: 2774.511230
	Iteration 32Q: 3 clusters Score -1491220 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1491230.125000 Penalty: 2774.511230
	Iteration 33Q: 3 clusters Score -1491230 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1491254.000000 Penalty: 2774.511230
	Iteration 34Q: 3 clusters Score -1491254 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1491270.250000 Penalty: 2774.511230
	Iteration 35Q: 3 clusters Score -1491270 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1491294.250000 Penalty: 2774.511230
	Iteration 36Q: 3 clusters Score -1491294 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1491328.250000 Penalty: 2774.511230
	Iteration 37Q: 3 clusters Score -1491328 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1491359.750000 Penalty: 2774.511230
	Iteration 38Q: 3 clusters Score -1491360 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1491409.125000 Penalty: 2774.511230
	Iteration 39Q: 3 clusters Score -1491409 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1491468.500000 Penalty: 2774.511230
	Iteration 40F: 3 clusters Score -1491468 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1491560.875000 Penalty: 2774.511230
	Iteration 41Q: 3 clusters Score -1491561 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1491677.625000 Penalty: 2774.511230
	Iteration 42Q: 3 clusters Score -1491678 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1491843.625000 Penalty: 2774.511230
	Iteration 43Q: 3 clusters Score -1491844 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1492062.250000 Penalty: 2774.511230
	Iteration 44Q: 3 clusters Score -1492062 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1492304.750000 Penalty: 2774.511230
	Iteration 45Q: 3 clusters Score -1492305 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1492568.750000 Penalty: 2774.511230
	Iteration 46Q: 3 clusters Score -1492569 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1492857.000000 Penalty: 2774.511230
	Iteration 47Q: 3 clusters Score -1492857 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1493142.375000 Penalty: 2774.511230
	Iteration 48Q: 3 clusters Score -1493142 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1493373.000000 Penalty: 2774.511230
	Iteration 49Q: 3 clusters Score -1493373 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -1493557.750000 Penalty: 2774.511230
	Iteration 50Q: 3 clusters Score -1493558 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -1493708.000000 Penalty: 2774.511230
	Iteration 51Q: 3 clusters Score -1493708 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -1493800.625000 Penalty: 2774.511230
	Iteration 52Q: 3 clusters Score -1493801 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1493861.125000 Penalty: 2774.511230
	Iteration 53Q: 3 clusters Score -1493861 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -1493909.500000 Penalty: 2774.511230
	Iteration 54Q: 3 clusters Score -1493910 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -1493942.625000 Penalty: 2774.511230
	Iteration 55Q: 3 clusters Score -1493943 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -1493975.750000 Penalty: 2774.511230
	Iteration 56Q: 3 clusters Score -1493976 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -1493989.375000 Penalty: 2774.511230
	Iteration 57Q: 3 clusters Score -1493989 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1493998.500000 Penalty: 2774.511230
	Iteration 58Q: 3 clusters Score -1493998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -1493999.375000 Penalty: 2774.511230
	Iteration 59Q: 3 clusters Score -1493999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -1494001.625000 Penalty: 2774.511230
	Iteration 60F: 3 clusters Score -1494002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -1494003.000000 Penalty: 2774.511230
	Iteration 61Q: 3 clusters Score -1494003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -1494003.250000 Penalty: 2774.511230
	Iteration 62Q: 3 clusters Score -1494003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -1494002.000000 Penalty: 2774.511230
	Iteration 63Q: 3 clusters Score -1494002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1494004.750000 Penalty: 2774.511230
	Iteration 64Q: 3 clusters Score -1494005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -1494007.625000 Penalty: 2774.511230
	Iteration 65Q: 3 clusters Score -1494008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1494009.375000 Penalty: 2774.511230
	Iteration 66Q: 3 clusters Score -1494009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -1494014.625000 Penalty: 2774.511230
	Iteration 67Q: 3 clusters Score -1494015 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -1494020.750000 Penalty: 2774.511230
	Iteration 68Q: 3 clusters Score -1494021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -1494024.500000 Penalty: 2774.511230
	Iteration 69Q: 3 clusters Score -1494024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1494028.250000 Penalty: 2774.511230
	Iteration 70Q: 3 clusters Score -1494028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -1494028.125000 Penalty: 2774.511230
	Iteration 71Q: 3 clusters Score -1494028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -1494031.750000 Penalty: 2774.511230
	Iteration 72Q: 3 clusters Score -1494032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -1494036.500000 Penalty: 2774.511230
	Iteration 73Q: 3 clusters Score -1494036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -1494043.375000 Penalty: 2774.511230
	Iteration 74Q: 3 clusters Score -1494043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -1494048.000000 Penalty: 2774.511230
	Iteration 75Q: 3 clusters Score -1494048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -1494048.000000 Penalty: 2774.511230
	Iteration 76F: 3 clusters Score -1494048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (48528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48528 members 
Entering Unmasked Estep 
Score: -6156934.500000 Penalty: 1605.536499
	Iteration 0F: 2 clusters Score -6156934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 24235 members 
Entering Unmasked Estep 
Score: -6125773.500000 Penalty: 3211.072998
	Iteration 0F: 3 clusters Score -6125774 nChanged 22351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24424 members 
Mstep: Class 2 contains 24104 members 
Entering Unmasked Estep 
Score: -6138129.500000 Penalty: 3211.072998
	Iteration 1F: 3 clusters Score -6138130 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24540 members 
Mstep: Class 2 contains 23988 members 
Entering Unmasked Estep 
Score: -6138582.000000 Penalty: 3211.072998
	Iteration 2Q: 3 clusters Score -6138582 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24699 members 
Mstep: Class 2 contains 23829 members 
Entering Unmasked Estep 
Score: -6138944.500000 Penalty: 3211.072998
	Iteration 3Q: 3 clusters Score -6138944 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24912 members 
Mstep: Class 2 contains 23616 members 
Entering Unmasked Estep 
Score: -6139301.000000 Penalty: 3211.072998
	Iteration 4Q: 3 clusters Score -6139301 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 23345 members 
Entering Unmasked Estep 
Score: -6139643.000000 Penalty: 3211.072998
	Iteration 5Q: 3 clusters Score -6139643 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25538 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -6139970.000000 Penalty: 3211.072998
	Iteration 6Q: 3 clusters Score -6139970 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26053 members 
Mstep: Class 2 contains 22475 members 
Entering Unmasked Estep 
Score: -6140226.000000 Penalty: 3211.072998
	Iteration 7Q: 3 clusters Score -6140226 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26783 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -6140519.000000 Penalty: 3211.072998
	Iteration 8Q: 3 clusters Score -6140519 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27772 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -6140909.000000 Penalty: 3211.072998
	Iteration 9Q: 3 clusters Score -6140909 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29159 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -6141464.500000 Penalty: 3211.072998
	Iteration 10Q: 3 clusters Score -6141464 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31113 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -6142425.000000 Penalty: 3211.072998
	Iteration 11Q: 3 clusters Score -6142425 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33733 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -6143876.500000 Penalty: 3211.072998
	Iteration 12F: 3 clusters Score -6143876 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36983 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -6146088.500000 Penalty: 3211.072998
	Iteration 13F: 3 clusters Score -6146088 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40543 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -6148842.000000 Penalty: 3211.072998
	Iteration 14F: 3 clusters Score -6148842 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43792 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -6151611.000000 Penalty: 3211.072998
	Iteration 15F: 3 clusters Score -6151611 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46082 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -6153599.500000 Penalty: 3211.072998
	Iteration 16Q: 3 clusters Score -6153600 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47361 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -6154723.500000 Penalty: 3211.072998
	Iteration 17Q: 3 clusters Score -6154724 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47896 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -6155206.000000 Penalty: 3211.072998
	Iteration 18Q: 3 clusters Score -6155206 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48105 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -6155421.500000 Penalty: 3211.072998
	Iteration 19Q: 3 clusters Score -6155422 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48187 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -6155538.500000 Penalty: 3211.072998
	Iteration 20F: 3 clusters Score -6155538 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48226 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -6155585.500000 Penalty: 3211.072998
	Iteration 21Q: 3 clusters Score -6155586 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48246 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -6155623.500000 Penalty: 3211.072998
	Iteration 22Q: 3 clusters Score -6155624 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48260 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -6155645.500000 Penalty: 3211.072998
	Iteration 23Q: 3 clusters Score -6155646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48269 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -6155661.500000 Penalty: 3211.072998
	Iteration 24Q: 3 clusters Score -6155662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48270 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -6155666.500000 Penalty: 3211.072998
	Iteration 25Q: 3 clusters Score -6155666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48271 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -6155677.000000 Penalty: 3211.072998
	Iteration 26Q: 3 clusters Score -6155677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48277 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -6155682.000000 Penalty: 3211.072998
	Iteration 27Q: 3 clusters Score -6155682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48282 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -6155696.000000 Penalty: 3211.072998
	Iteration 28Q: 3 clusters Score -6155696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48282 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -6155704.500000 Penalty: 3211.072998
	Iteration 29Q: 3 clusters Score -6155704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48285 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -6155703.000000 Penalty: 3211.072998
	Iteration 30Q: 3 clusters Score -6155703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48286 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -6155704.500000 Penalty: 3211.072998
	Iteration 31Q: 3 clusters Score -6155704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48286 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -6155707.000000 Penalty: 3211.072998
	Iteration 32Q: 3 clusters Score -6155707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48287 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -6155706.000000 Penalty: 3211.072998
	Iteration 33Q: 3 clusters Score -6155706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48288 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -6155709.500000 Penalty: 3211.072998
	Iteration 34Q: 3 clusters Score -6155710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48288 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -6155709.500000 Penalty: 3211.072998
	Iteration 35F: 3 clusters Score -6155710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Entering Unmasked Estep 
Score: -16287.263672 Penalty: 750.461670
	Iteration 0F: 2 clusters Score -16287.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -15778.297852 Penalty: 1500.923340
	Iteration 0F: 3 clusters Score -15778.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -15821.608398 Penalty: 1500.923340
	Iteration 1Q: 3 clusters Score -15821.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -15832.476562 Penalty: 1500.923340
	Iteration 2Q: 3 clusters Score -15832.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -15832.476562 Penalty: 1500.923340
	Iteration 3F: 3 clusters Score -15832.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Entering Unmasked Estep 
Score: -29082.914062 Penalty: 912.326538
	Iteration 0F: 2 clusters Score -29082.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -28292.259766 Penalty: 1824.653076
	Iteration 0F: 3 clusters Score -28292.26 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -28671.828125 Penalty: 1824.653076
	Iteration 1F: 3 clusters Score -28671.83 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -28832.794922 Penalty: 1824.653076
	Iteration 2F: 3 clusters Score -28832.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -28883.716797 Penalty: 1824.653076
	Iteration 3Q: 3 clusters Score -28883.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -28911.216797 Penalty: 1824.653076
	Iteration 4Q: 3 clusters Score -28911.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -28944.519531 Penalty: 1824.653076
	Iteration 5Q: 3 clusters Score -28944.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -28946.078125 Penalty: 1824.653076
	Iteration 6Q: 3 clusters Score -28946.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -28950.568359 Penalty: 1824.653076
	Iteration 7Q: 3 clusters Score -28950.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -28962.824219 Penalty: 1824.653076
	Iteration 8Q: 3 clusters Score -28962.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -28962.824219 Penalty: 1824.653076
	Iteration 9F: 3 clusters Score -28962.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Entering Unmasked Estep 
Score: -726541.187500 Penalty: 1287.870117
	Iteration 0F: 2 clusters Score -726541.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -722424.437500 Penalty: 2575.740234
	Iteration 0F: 3 clusters Score -722424.4 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -723708.062500 Penalty: 2575.740234
	Iteration 1F: 3 clusters Score -723708.1 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -723935.875000 Penalty: 2575.740234
	Iteration 2F: 3 clusters Score -723935.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -724051.937500 Penalty: 2575.740234
	Iteration 3Q: 3 clusters Score -724051.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -724123.562500 Penalty: 2575.740234
	Iteration 4Q: 3 clusters Score -724123.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -724181.500000 Penalty: 2575.740234
	Iteration 5Q: 3 clusters Score -724181.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -724247.500000 Penalty: 2575.740234
	Iteration 6Q: 3 clusters Score -724247.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -724312.562500 Penalty: 2575.740234
	Iteration 7Q: 3 clusters Score -724312.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -724388.437500 Penalty: 2575.740234
	Iteration 8Q: 3 clusters Score -724388.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -724469.375000 Penalty: 2575.740234
	Iteration 9Q: 3 clusters Score -724469.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -724557.625000 Penalty: 2575.740234
	Iteration 10Q: 3 clusters Score -724557.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -724652.375000 Penalty: 2575.740234
	Iteration 11Q: 3 clusters Score -724652.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -724725.000000 Penalty: 2575.740234
	Iteration 12Q: 3 clusters Score -724725 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -724792.187500 Penalty: 2575.740234
	Iteration 13Q: 3 clusters Score -724792.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -724863.000000 Penalty: 2575.740234
	Iteration 14Q: 3 clusters Score -724863 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -724939.437500 Penalty: 2575.740234
	Iteration 15Q: 3 clusters Score -724939.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -725002.687500 Penalty: 2575.740234
	Iteration 16Q: 3 clusters Score -725002.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -725073.625000 Penalty: 2575.740234
	Iteration 17Q: 3 clusters Score -725073.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -725135.312500 Penalty: 2575.740234
	Iteration 18Q: 3 clusters Score -725135.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -725197.500000 Penalty: 2575.740234
	Iteration 19Q: 3 clusters Score -725197.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -725250.437500 Penalty: 2575.740234
	Iteration 20F: 3 clusters Score -725250.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -725293.437500 Penalty: 2575.740234
	Iteration 21Q: 3 clusters Score -725293.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -725326.187500 Penalty: 2575.740234
	Iteration 22Q: 3 clusters Score -725326.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -725353.062500 Penalty: 2575.740234
	Iteration 23Q: 3 clusters Score -725353.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -725376.312500 Penalty: 2575.740234
	Iteration 24Q: 3 clusters Score -725376.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -725398.312500 Penalty: 2575.740234
	Iteration 25Q: 3 clusters Score -725398.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -725413.375000 Penalty: 2575.740234
	Iteration 26Q: 3 clusters Score -725413.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -725429.125000 Penalty: 2575.740234
	Iteration 27Q: 3 clusters Score -725429.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -725439.750000 Penalty: 2575.740234
	Iteration 28Q: 3 clusters Score -725439.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -725452.062500 Penalty: 2575.740234
	Iteration 29Q: 3 clusters Score -725452.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -725459.375000 Penalty: 2575.740234
	Iteration 30Q: 3 clusters Score -725459.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -725468.437500 Penalty: 2575.740234
	Iteration 31Q: 3 clusters Score -725468.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -725476.312500 Penalty: 2575.740234
	Iteration 32Q: 3 clusters Score -725476.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -725483.500000 Penalty: 2575.740234
	Iteration 33Q: 3 clusters Score -725483.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -725491.000000 Penalty: 2575.740234
	Iteration 34Q: 3 clusters Score -725491 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -725503.062500 Penalty: 2575.740234
	Iteration 35Q: 3 clusters Score -725503.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -725507.187500 Penalty: 2575.740234
	Iteration 36Q: 3 clusters Score -725507.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -725511.000000 Penalty: 2575.740234
	Iteration 37Q: 3 clusters Score -725511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -725514.312500 Penalty: 2575.740234
	Iteration 38Q: 3 clusters Score -725514.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -725522.812500 Penalty: 2575.740234
	Iteration 39Q: 3 clusters Score -725522.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -725531.375000 Penalty: 2575.740234
	Iteration 40F: 3 clusters Score -725531.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -725532.812500 Penalty: 2575.740234
	Iteration 41Q: 3 clusters Score -725532.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -725537.375000 Penalty: 2575.740234
	Iteration 42Q: 3 clusters Score -725537.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -725539.875000 Penalty: 2575.740234
	Iteration 43Q: 3 clusters Score -725539.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -725541.000000 Penalty: 2575.740234
	Iteration 44Q: 3 clusters Score -725541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -725541.375000 Penalty: 2575.740234
	Iteration 45Q: 3 clusters Score -725541.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -725541.750000 Penalty: 2575.740234
	Iteration 46Q: 3 clusters Score -725541.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -725541.750000 Penalty: 2575.740234
	Iteration 47F: 3 clusters Score -725541.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Entering Unmasked Estep 
Score: -43915.148438 Penalty: 923.238220
	Iteration 0F: 2 clusters Score -43915.15 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 253 members 
Entering Unmasked Estep 
Score: -43059.347656 Penalty: 1846.476440
	Iteration 0F: 3 clusters Score -43059.35 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -43338.128906 Penalty: 1846.476440
	Iteration 1F: 3 clusters Score -43338.13 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -43475.980469 Penalty: 1846.476440
	Iteration 2F: 3 clusters Score -43475.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -43568.539062 Penalty: 1846.476440
	Iteration 3Q: 3 clusters Score -43568.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -43659.984375 Penalty: 1846.476440
	Iteration 4Q: 3 clusters Score -43659.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -43707.449219 Penalty: 1846.476440
	Iteration 5Q: 3 clusters Score -43707.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -43753.109375 Penalty: 1846.476440
	Iteration 6Q: 3 clusters Score -43753.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -43814.039062 Penalty: 1846.476440
	Iteration 7Q: 3 clusters Score -43814.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -43836.398438 Penalty: 1846.476440
	Iteration 8Q: 3 clusters Score -43836.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -43850.605469 Penalty: 1846.476440
	Iteration 9Q: 3 clusters Score -43850.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -43864.062500 Penalty: 1846.476440
	Iteration 10Q: 3 clusters Score -43864.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -43887.476562 Penalty: 1846.476440
	Iteration 11Q: 3 clusters Score -43887.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -43900.816406 Penalty: 1846.476440
	Iteration 12Q: 3 clusters Score -43900.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -43906.214844 Penalty: 1846.476440
	Iteration 13Q: 3 clusters Score -43906.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -43907.722656 Penalty: 1846.476440
	Iteration 14Q: 3 clusters Score -43907.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -43907.722656 Penalty: 1846.476440
	Iteration 15F: 3 clusters Score -43907.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Entering Unmasked Estep 
Score: -123947.906250 Penalty: 1036.403931
	Iteration 0F: 2 clusters Score -123947.9 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 540 members 
Entering Unmasked Estep 
Score: -122624.835938 Penalty: 2072.807861
	Iteration 0F: 3 clusters Score -122624.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -122892.421875 Penalty: 2072.807861
	Iteration 1F: 3 clusters Score -122892.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -122959.015625 Penalty: 2072.807861
	Iteration 2F: 3 clusters Score -122959 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -122993.835938 Penalty: 2072.807861
	Iteration 3Q: 3 clusters Score -122993.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -123009.195312 Penalty: 2072.807861
	Iteration 4Q: 3 clusters Score -123009.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -123019.492188 Penalty: 2072.807861
	Iteration 5Q: 3 clusters Score -123019.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -123024.820312 Penalty: 2072.807861
	Iteration 6Q: 3 clusters Score -123024.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -123029.375000 Penalty: 2072.807861
	Iteration 7Q: 3 clusters Score -123029.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -123032.328125 Penalty: 2072.807861
	Iteration 8Q: 3 clusters Score -123032.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -123032.328125 Penalty: 2072.807861
	Iteration 9F: 3 clusters Score -123032.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (58932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58932 members 
Entering Unmasked Estep 
Score: -7495305.500000 Penalty: 1634.439941
	Iteration 0F: 2 clusters Score -7495306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29425 members 
Mstep: Class 2 contains 29507 members 
Entering Unmasked Estep 
Score: -7458738.500000 Penalty: 3268.879883
	Iteration 0F: 3 clusters Score -7458738 nChanged 27362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29169 members 
Mstep: Class 2 contains 29763 members 
Entering Unmasked Estep 
Score: -7474046.000000 Penalty: 3268.879883
	Iteration 1F: 3 clusters Score -7474046 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29067 members 
Mstep: Class 2 contains 29865 members 
Entering Unmasked Estep 
Score: -7474701.000000 Penalty: 3268.879883
	Iteration 2Q: 3 clusters Score -7474701 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28925 members 
Mstep: Class 2 contains 30007 members 
Entering Unmasked Estep 
Score: -7475387.500000 Penalty: 3268.879883
	Iteration 3Q: 3 clusters Score -7475388 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28767 members 
Mstep: Class 2 contains 30165 members 
Entering Unmasked Estep 
Score: -7475993.500000 Penalty: 3268.879883
	Iteration 4Q: 3 clusters Score -7475994 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28554 members 
Mstep: Class 2 contains 30378 members 
Entering Unmasked Estep 
Score: -7476706.500000 Penalty: 3268.879883
	Iteration 5Q: 3 clusters Score -7476706 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28304 members 
Mstep: Class 2 contains 30628 members 
Entering Unmasked Estep 
Score: -7477320.500000 Penalty: 3268.879883
	Iteration 6Q: 3 clusters Score -7477320 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27998 members 
Mstep: Class 2 contains 30934 members 
Entering Unmasked Estep 
Score: -7478072.500000 Penalty: 3268.879883
	Iteration 7Q: 3 clusters Score -7478072 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27531 members 
Mstep: Class 2 contains 31401 members 
Entering Unmasked Estep 
Score: -7479083.000000 Penalty: 3268.879883
	Iteration 8Q: 3 clusters Score -7479083 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26976 members 
Mstep: Class 2 contains 31956 members 
Entering Unmasked Estep 
Score: -7480307.000000 Penalty: 3268.879883
	Iteration 9Q: 3 clusters Score -7480307 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26245 members 
Mstep: Class 2 contains 32687 members 
Entering Unmasked Estep 
Score: -7481658.500000 Penalty: 3268.879883
	Iteration 10Q: 3 clusters Score -7481658 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25459 members 
Mstep: Class 2 contains 33473 members 
Entering Unmasked Estep 
Score: -7483272.000000 Penalty: 3268.879883
	Iteration 11Q: 3 clusters Score -7483272 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24675 members 
Mstep: Class 2 contains 34257 members 
Entering Unmasked Estep 
Score: -7484968.500000 Penalty: 3268.879883
	Iteration 12Q: 3 clusters Score -7484968 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24048 members 
Mstep: Class 2 contains 34884 members 
Entering Unmasked Estep 
Score: -7486489.500000 Penalty: 3268.879883
	Iteration 13Q: 3 clusters Score -7486490 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23627 members 
Mstep: Class 2 contains 35305 members 
Entering Unmasked Estep 
Score: -7487911.500000 Penalty: 3268.879883
	Iteration 14Q: 3 clusters Score -7487912 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23485 members 
Mstep: Class 2 contains 35447 members 
Entering Unmasked Estep 
Score: -7489204.000000 Penalty: 3268.879883
	Iteration 15Q: 3 clusters Score -7489204 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23559 members 
Mstep: Class 2 contains 35373 members 
Entering Unmasked Estep 
Score: -7490300.500000 Penalty: 3268.879883
	Iteration 16Q: 3 clusters Score -7490300 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23704 members 
Mstep: Class 2 contains 35228 members 
Entering Unmasked Estep 
Score: -7490938.000000 Penalty: 3268.879883
	Iteration 17Q: 3 clusters Score -7490938 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23786 members 
Mstep: Class 2 contains 35146 members 
Entering Unmasked Estep 
Score: -7491324.000000 Penalty: 3268.879883
	Iteration 18Q: 3 clusters Score -7491324 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 35119 members 
Entering Unmasked Estep 
Score: -7491626.500000 Penalty: 3268.879883
	Iteration 19Q: 3 clusters Score -7491626 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23870 members 
Mstep: Class 2 contains 35062 members 
Entering Unmasked Estep 
Score: -7491811.500000 Penalty: 3268.879883
	Iteration 20F: 3 clusters Score -7491812 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23942 members 
Mstep: Class 2 contains 34990 members 
Entering Unmasked Estep 
Score: -7492009.000000 Penalty: 3268.879883
	Iteration 21Q: 3 clusters Score -7492009 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24069 members 
Mstep: Class 2 contains 34863 members 
Entering Unmasked Estep 
Score: -7492235.000000 Penalty: 3268.879883
	Iteration 22Q: 3 clusters Score -7492235 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24211 members 
Mstep: Class 2 contains 34721 members 
Entering Unmasked Estep 
Score: -7492440.000000 Penalty: 3268.879883
	Iteration 23Q: 3 clusters Score -7492440 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24359 members 
Mstep: Class 2 contains 34573 members 
Entering Unmasked Estep 
Score: -7492588.500000 Penalty: 3268.879883
	Iteration 24Q: 3 clusters Score -7492588 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24548 members 
Mstep: Class 2 contains 34384 members 
Entering Unmasked Estep 
Score: -7492699.000000 Penalty: 3268.879883
	Iteration 25Q: 3 clusters Score -7492699 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 34183 members 
Entering Unmasked Estep 
Score: -7492911.000000 Penalty: 3268.879883
	Iteration 26Q: 3 clusters Score -7492911 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24927 members 
Mstep: Class 2 contains 34005 members 
Entering Unmasked Estep 
Score: -7493038.500000 Penalty: 3268.879883
	Iteration 27Q: 3 clusters Score -7493038 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25074 members 
Mstep: Class 2 contains 33858 members 
Entering Unmasked Estep 
Score: -7493149.500000 Penalty: 3268.879883
	Iteration 28Q: 3 clusters Score -7493150 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25175 members 
Mstep: Class 2 contains 33757 members 
Entering Unmasked Estep 
Score: -7493242.000000 Penalty: 3268.879883
	Iteration 29Q: 3 clusters Score -7493242 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25260 members 
Mstep: Class 2 contains 33672 members 
Entering Unmasked Estep 
Score: -7493276.000000 Penalty: 3268.879883
	Iteration 30Q: 3 clusters Score -7493276 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25305 members 
Mstep: Class 2 contains 33627 members 
Entering Unmasked Estep 
Score: -7493275.000000 Penalty: 3268.879883
	Iteration 31Q: 3 clusters Score -7493275 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25342 members 
Mstep: Class 2 contains 33590 members 
Entering Unmasked Estep 
Score: -7493287.500000 Penalty: 3268.879883
	Iteration 32Q: 3 clusters Score -7493288 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25355 members 
Mstep: Class 2 contains 33577 members 
Entering Unmasked Estep 
Score: -7493293.500000 Penalty: 3268.879883
	Iteration 33Q: 3 clusters Score -7493294 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25374 members 
Mstep: Class 2 contains 33558 members 
Entering Unmasked Estep 
Score: -7493309.500000 Penalty: 3268.879883
	Iteration 34Q: 3 clusters Score -7493310 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25415 members 
Mstep: Class 2 contains 33517 members 
Entering Unmasked Estep 
Score: -7493310.500000 Penalty: 3268.879883
	Iteration 35Q: 3 clusters Score -7493310 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25438 members 
Mstep: Class 2 contains 33494 members 
Entering Unmasked Estep 
Score: -7493313.500000 Penalty: 3268.879883
	Iteration 36Q: 3 clusters Score -7493314 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25463 members 
Mstep: Class 2 contains 33469 members 
Entering Unmasked Estep 
Score: -7493313.500000 Penalty: 3268.879883
	Iteration 37Q: 3 clusters Score -7493314 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25496 members 
Mstep: Class 2 contains 33436 members 
Entering Unmasked Estep 
Score: -7493324.000000 Penalty: 3268.879883
	Iteration 38Q: 3 clusters Score -7493324 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25516 members 
Mstep: Class 2 contains 33416 members 
Entering Unmasked Estep 
Score: -7493316.500000 Penalty: 3268.879883
	Iteration 39Q: 3 clusters Score -7493316 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25546 members 
Mstep: Class 2 contains 33386 members 
Entering Unmasked Estep 
Score: -7493332.000000 Penalty: 3268.879883
	Iteration 40F: 3 clusters Score -7493332 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25569 members 
Mstep: Class 2 contains 33363 members 
Entering Unmasked Estep 
Score: -7493318.500000 Penalty: 3268.879883
	Iteration 41Q: 3 clusters Score -7493318 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 33350 members 
Entering Unmasked Estep 
Score: -7493317.000000 Penalty: 3268.879883
	Iteration 42Q: 3 clusters Score -7493317 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25589 members 
Mstep: Class 2 contains 33343 members 
Entering Unmasked Estep 
Score: -7493314.500000 Penalty: 3268.879883
	Iteration 43Q: 3 clusters Score -7493314 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25598 members 
Mstep: Class 2 contains 33334 members 
Entering Unmasked Estep 
Score: -7493334.500000 Penalty: 3268.879883
	Iteration 44Q: 3 clusters Score -7493334 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25607 members 
Mstep: Class 2 contains 33325 members 
Entering Unmasked Estep 
Score: -7493331.000000 Penalty: 3268.879883
	Iteration 45Q: 3 clusters Score -7493331 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25614 members 
Mstep: Class 2 contains 33318 members 
Entering Unmasked Estep 
Score: -7493330.000000 Penalty: 3268.879883
	Iteration 46Q: 3 clusters Score -7493330 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25626 members 
Mstep: Class 2 contains 33306 members 
Entering Unmasked Estep 
Score: -7493323.000000 Penalty: 3268.879883
	Iteration 47Q: 3 clusters Score -7493323 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25636 members 
Mstep: Class 2 contains 33296 members 
Entering Unmasked Estep 
Score: -7493334.000000 Penalty: 3268.879883
	Iteration 48Q: 3 clusters Score -7493334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25647 members 
Mstep: Class 2 contains 33285 members 
Entering Unmasked Estep 
Score: -7493335.000000 Penalty: 3268.879883
	Iteration 49Q: 3 clusters Score -7493335 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25661 members 
Mstep: Class 2 contains 33271 members 
Entering Unmasked Estep 
Score: -7493334.000000 Penalty: 3268.879883
	Iteration 50Q: 3 clusters Score -7493334 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25674 members 
Mstep: Class 2 contains 33258 members 
Entering Unmasked Estep 
Score: -7493327.500000 Penalty: 3268.879883
	Iteration 51Q: 3 clusters Score -7493328 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25687 members 
Mstep: Class 2 contains 33245 members 
Entering Unmasked Estep 
Score: -7493324.000000 Penalty: 3268.879883
	Iteration 52Q: 3 clusters Score -7493324 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25699 members 
Mstep: Class 2 contains 33233 members 
Entering Unmasked Estep 
Score: -7493321.500000 Penalty: 3268.879883
	Iteration 53Q: 3 clusters Score -7493322 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25711 members 
Mstep: Class 2 contains 33221 members 
Entering Unmasked Estep 
Score: -7493315.000000 Penalty: 3268.879883
	Iteration 54Q: 3 clusters Score -7493315 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25724 members 
Mstep: Class 2 contains 33208 members 
Entering Unmasked Estep 
Score: -7493320.000000 Penalty: 3268.879883
	Iteration 55Q: 3 clusters Score -7493320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25728 members 
Mstep: Class 2 contains 33204 members 
Entering Unmasked Estep 
Score: -7493320.000000 Penalty: 3268.879883
	Iteration 56Q: 3 clusters Score -7493320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25734 members 
Mstep: Class 2 contains 33198 members 
Entering Unmasked Estep 
Score: -7493315.500000 Penalty: 3268.879883
	Iteration 57Q: 3 clusters Score -7493316 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25748 members 
Mstep: Class 2 contains 33184 members 
Entering Unmasked Estep 
Score: -7493322.500000 Penalty: 3268.879883
	Iteration 58Q: 3 clusters Score -7493322 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25761 members 
Mstep: Class 2 contains 33171 members 
Entering Unmasked Estep 
Score: -7493324.500000 Penalty: 3268.879883
	Iteration 59Q: 3 clusters Score -7493324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25770 members 
Mstep: Class 2 contains 33162 members 
Entering Unmasked Estep 
Score: -7493332.500000 Penalty: 3268.879883
	Iteration 60F: 3 clusters Score -7493332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25778 members 
Mstep: Class 2 contains 33154 members 
Entering Unmasked Estep 
Score: -7493331.500000 Penalty: 3268.879883
	Iteration 61Q: 3 clusters Score -7493332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25787 members 
Mstep: Class 2 contains 33145 members 
Entering Unmasked Estep 
Score: -7493318.000000 Penalty: 3268.879883
	Iteration 62Q: 3 clusters Score -7493318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25797 members 
Mstep: Class 2 contains 33135 members 
Entering Unmasked Estep 
Score: -7493323.500000 Penalty: 3268.879883
	Iteration 63Q: 3 clusters Score -7493324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25807 members 
Mstep: Class 2 contains 33125 members 
Entering Unmasked Estep 
Score: -7493325.500000 Penalty: 3268.879883
	Iteration 64Q: 3 clusters Score -7493326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25816 members 
Mstep: Class 2 contains 33116 members 
Entering Unmasked Estep 
Score: -7493313.000000 Penalty: 3268.879883
	Iteration 65Q: 3 clusters Score -7493313 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25824 members 
Mstep: Class 2 contains 33108 members 
Entering Unmasked Estep 
Score: -7493318.500000 Penalty: 3268.879883
	Iteration 66Q: 3 clusters Score -7493318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25831 members 
Mstep: Class 2 contains 33101 members 
Entering Unmasked Estep 
Score: -7493321.000000 Penalty: 3268.879883
	Iteration 67Q: 3 clusters Score -7493321 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25838 members 
Mstep: Class 2 contains 33094 members 
Entering Unmasked Estep 
Score: -7493326.500000 Penalty: 3268.879883
	Iteration 68Q: 3 clusters Score -7493326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25848 members 
Mstep: Class 2 contains 33084 members 
Entering Unmasked Estep 
Score: -7493328.000000 Penalty: 3268.879883
	Iteration 69Q: 3 clusters Score -7493328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25853 members 
Mstep: Class 2 contains 33079 members 
Entering Unmasked Estep 
Score: -7493313.000000 Penalty: 3268.879883
	Iteration 70Q: 3 clusters Score -7493313 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25860 members 
Mstep: Class 2 contains 33072 members 
Entering Unmasked Estep 
Score: -7493316.000000 Penalty: 3268.879883
	Iteration 71Q: 3 clusters Score -7493316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25868 members 
Mstep: Class 2 contains 33064 members 
Entering Unmasked Estep 
Score: -7493321.000000 Penalty: 3268.879883
	Iteration 72Q: 3 clusters Score -7493321 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25878 members 
Mstep: Class 2 contains 33054 members 
Entering Unmasked Estep 
Score: -7493319.000000 Penalty: 3268.879883
	Iteration 73Q: 3 clusters Score -7493319 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 33050 members 
Entering Unmasked Estep 
Score: -7493314.000000 Penalty: 3268.879883
	Iteration 74Q: 3 clusters Score -7493314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25888 members 
Mstep: Class 2 contains 33044 members 
Entering Unmasked Estep 
Score: -7493322.000000 Penalty: 3268.879883
	Iteration 75Q: 3 clusters Score -7493322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25896 members 
Mstep: Class 2 contains 33036 members 
Entering Unmasked Estep 
Score: -7493320.500000 Penalty: 3268.879883
	Iteration 76Q: 3 clusters Score -7493320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 33031 members 
Entering Unmasked Estep 
Score: -7493319.000000 Penalty: 3268.879883
	Iteration 77Q: 3 clusters Score -7493319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25903 members 
Mstep: Class 2 contains 33029 members 
Entering Unmasked Estep 
Score: -7493318.000000 Penalty: 3268.879883
	Iteration 78Q: 3 clusters Score -7493318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25906 members 
Mstep: Class 2 contains 33026 members 
Entering Unmasked Estep 
Score: -7493319.000000 Penalty: 3268.879883
	Iteration 79Q: 3 clusters Score -7493319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25903 members 
Mstep: Class 2 contains 33029 members 
Entering Unmasked Estep 
Score: -7493326.000000 Penalty: 3268.879883
	Iteration 80F: 3 clusters Score -7493326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25902 members 
Mstep: Class 2 contains 33030 members 
Entering Unmasked Estep 
Score: -7493319.500000 Penalty: 3268.879883
	Iteration 81Q: 3 clusters Score -7493320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25906 members 
Mstep: Class 2 contains 33026 members 
Entering Unmasked Estep 
Score: -7493324.500000 Penalty: 3268.879883
	Iteration 82Q: 3 clusters Score -7493324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25908 members 
Mstep: Class 2 contains 33024 members 
Entering Unmasked Estep 
Score: -7493318.000000 Penalty: 3268.879883
	Iteration 83Q: 3 clusters Score -7493318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25909 members 
Mstep: Class 2 contains 33023 members 
Entering Unmasked Estep 
Score: -7493323.500000 Penalty: 3268.879883
	Iteration 84Q: 3 clusters Score -7493324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25908 members 
Mstep: Class 2 contains 33024 members 
Entering Unmasked Estep 
Score: -7493317.000000 Penalty: 3268.879883
	Iteration 85Q: 3 clusters Score -7493317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25907 members 
Mstep: Class 2 contains 33025 members 
Entering Unmasked Estep 
Score: -7493320.500000 Penalty: 3268.879883
	Iteration 86Q: 3 clusters Score -7493320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25906 members 
Mstep: Class 2 contains 33026 members 
Entering Unmasked Estep 
Score: -7493322.000000 Penalty: 3268.879883
	Iteration 87Q: 3 clusters Score -7493322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25906 members 
Mstep: Class 2 contains 33026 members 
Entering Unmasked Estep 
Score: -7493322.000000 Penalty: 3268.879883
	Iteration 88F: 3 clusters Score -7493322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (16169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Entering Unmasked Estep 
Score: -2054083.250000 Penalty: 1441.998657
	Iteration 0F: 2 clusters Score -2054083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -2043279.375000 Penalty: 2883.997314
	Iteration 0F: 3 clusters Score -2043279 nChanged 7019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -2047058.375000 Penalty: 2883.997314
	Iteration 1F: 3 clusters Score -2047058 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -2047431.875000 Penalty: 2883.997314
	Iteration 2F: 3 clusters Score -2047432 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -2047745.750000 Penalty: 2883.997314
	Iteration 3F: 3 clusters Score -2047746 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -2048060.500000 Penalty: 2883.997314
	Iteration 4Q: 3 clusters Score -2048060 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -2048417.250000 Penalty: 2883.997314
	Iteration 5Q: 3 clusters Score -2048417 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -2048838.375000 Penalty: 2883.997314
	Iteration 6Q: 3 clusters Score -2048838 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -2049279.000000 Penalty: 2883.997314
	Iteration 7Q: 3 clusters Score -2049279 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -2049756.125000 Penalty: 2883.997314
	Iteration 8F: 3 clusters Score -2049756 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -2050206.375000 Penalty: 2883.997314
	Iteration 9Q: 3 clusters Score -2050206 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -2050684.000000 Penalty: 2883.997314
	Iteration 10Q: 3 clusters Score -2050684 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -2051116.500000 Penalty: 2883.997314
	Iteration 11Q: 3 clusters Score -2051116 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -2051482.875000 Penalty: 2883.997314
	Iteration 12Q: 3 clusters Score -2051483 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -2051794.625000 Penalty: 2883.997314
	Iteration 13Q: 3 clusters Score -2051795 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2052062.875000 Penalty: 2883.997314
	Iteration 14Q: 3 clusters Score -2052063 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2052293.750000 Penalty: 2883.997314
	Iteration 15Q: 3 clusters Score -2052294 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2052488.875000 Penalty: 2883.997314
	Iteration 16Q: 3 clusters Score -2052489 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2052626.750000 Penalty: 2883.997314
	Iteration 17Q: 3 clusters Score -2052627 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2052700.625000 Penalty: 2883.997314
	Iteration 18Q: 3 clusters Score -2052701 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2052757.625000 Penalty: 2883.997314
	Iteration 19Q: 3 clusters Score -2052758 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2052795.375000 Penalty: 2883.997314
	Iteration 20F: 3 clusters Score -2052795 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2052825.625000 Penalty: 2883.997314
	Iteration 21Q: 3 clusters Score -2052826 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2052841.500000 Penalty: 2883.997314
	Iteration 22Q: 3 clusters Score -2052842 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2052858.000000 Penalty: 2883.997314
	Iteration 23Q: 3 clusters Score -2052858 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2052876.000000 Penalty: 2883.997314
	Iteration 24Q: 3 clusters Score -2052876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2052893.375000 Penalty: 2883.997314
	Iteration 25Q: 3 clusters Score -2052893 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2052910.375000 Penalty: 2883.997314
	Iteration 26Q: 3 clusters Score -2052910 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2052922.875000 Penalty: 2883.997314
	Iteration 27Q: 3 clusters Score -2052923 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2052938.875000 Penalty: 2883.997314
	Iteration 28Q: 3 clusters Score -2052939 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2052953.250000 Penalty: 2883.997314
	Iteration 29Q: 3 clusters Score -2052953 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2052966.625000 Penalty: 2883.997314
	Iteration 30Q: 3 clusters Score -2052967 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2052973.750000 Penalty: 2883.997314
	Iteration 31Q: 3 clusters Score -2052974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2052981.375000 Penalty: 2883.997314
	Iteration 32Q: 3 clusters Score -2052981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2052988.375000 Penalty: 2883.997314
	Iteration 33Q: 3 clusters Score -2052988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2052993.750000 Penalty: 2883.997314
	Iteration 34Q: 3 clusters Score -2052994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2052994.125000 Penalty: 2883.997314
	Iteration 35Q: 3 clusters Score -2052994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2052996.750000 Penalty: 2883.997314
	Iteration 36Q: 3 clusters Score -2052997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2052996.375000 Penalty: 2883.997314
	Iteration 37Q: 3 clusters Score -2052996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2052996.375000 Penalty: 2883.997314
	Iteration 38F: 3 clusters Score -2052996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Entering Unmasked Estep 
Score: -296870.093750 Penalty: 1161.090454
	Iteration 0F: 2 clusters Score -296870.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -294765.593750 Penalty: 2322.180908
	Iteration 0F: 3 clusters Score -294765.6 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -295310.187500 Penalty: 2322.180908
	Iteration 1F: 3 clusters Score -295310.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -295432.281250 Penalty: 2322.180908
	Iteration 2F: 3 clusters Score -295432.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -295523.125000 Penalty: 2322.180908
	Iteration 3Q: 3 clusters Score -295523.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -295583.468750 Penalty: 2322.180908
	Iteration 4Q: 3 clusters Score -295583.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -295614.062500 Penalty: 2322.180908
	Iteration 5Q: 3 clusters Score -295614.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -295634.968750 Penalty: 2322.180908
	Iteration 6Q: 3 clusters Score -295635 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -295657.843750 Penalty: 2322.180908
	Iteration 7Q: 3 clusters Score -295657.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -295680.968750 Penalty: 2322.180908
	Iteration 8Q: 3 clusters Score -295681 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -295705.093750 Penalty: 2322.180908
	Iteration 9Q: 3 clusters Score -295705.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -295722.187500 Penalty: 2322.180908
	Iteration 10Q: 3 clusters Score -295722.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -295737.906250 Penalty: 2322.180908
	Iteration 11Q: 3 clusters Score -295737.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -295752.062500 Penalty: 2322.180908
	Iteration 12Q: 3 clusters Score -295752.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -295769.031250 Penalty: 2322.180908
	Iteration 13Q: 3 clusters Score -295769 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -295784.218750 Penalty: 2322.180908
	Iteration 14Q: 3 clusters Score -295784.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -295795.093750 Penalty: 2322.180908
	Iteration 15Q: 3 clusters Score -295795.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -295799.343750 Penalty: 2322.180908
	Iteration 16Q: 3 clusters Score -295799.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -295800.750000 Penalty: 2322.180908
	Iteration 17Q: 3 clusters Score -295800.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -295803.406250 Penalty: 2322.180908
	Iteration 18Q: 3 clusters Score -295803.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -295808.843750 Penalty: 2322.180908
	Iteration 19Q: 3 clusters Score -295808.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -295814.500000 Penalty: 2322.180908
	Iteration 20F: 3 clusters Score -295814.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -295818.687500 Penalty: 2322.180908
	Iteration 21Q: 3 clusters Score -295818.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -295820.093750 Penalty: 2322.180908
	Iteration 22Q: 3 clusters Score -295820.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -295820.750000 Penalty: 2322.180908
	Iteration 23Q: 3 clusters Score -295820.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -295821.062500 Penalty: 2322.180908
	Iteration 24Q: 3 clusters Score -295821.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -295821.812500 Penalty: 2322.180908
	Iteration 25Q: 3 clusters Score -295821.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -295823.906250 Penalty: 2322.180908
	Iteration 26Q: 3 clusters Score -295823.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -295824.906250 Penalty: 2322.180908
	Iteration 27Q: 3 clusters Score -295824.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -295825.500000 Penalty: 2322.180908
	Iteration 28Q: 3 clusters Score -295825.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -295825.500000 Penalty: 2322.180908
	Iteration 29F: 3 clusters Score -295825.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Entering Unmasked Estep 
Score: -22859.521484 Penalty: 840.567383
	Iteration 0F: 2 clusters Score -22859.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -22239.484375 Penalty: 1681.134766
	Iteration 0F: 3 clusters Score -22239.48 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -22586.734375 Penalty: 1681.134766
	Iteration 1F: 3 clusters Score -22586.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -22737.468750 Penalty: 1681.134766
	Iteration 2F: 3 clusters Score -22737.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -22838.355469 Penalty: 1681.134766
	Iteration 3Q: 3 clusters Score -22838.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -22856.382812 Penalty: 1681.134766
	Iteration 4Q: 3 clusters Score -22856.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -22891.097656 Penalty: 1681.134766
	Iteration 5Q: 3 clusters Score -22891.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -22947.888672 Penalty: 1681.134766
	Iteration 6Q: 3 clusters Score -22947.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -23004.542969 Penalty: 1681.134766
	Iteration 7Q: 3 clusters Score -23004.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -23046.396484 Penalty: 1681.134766
	Iteration 8Q: 3 clusters Score -23046.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -23060.806641 Penalty: 1681.134766
	Iteration 9Q: 3 clusters Score -23060.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -23065.750000 Penalty: 1681.134766
	Iteration 10F: 3 clusters Score -23065.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -23100.246094 Penalty: 1681.134766
	Iteration 11Q: 3 clusters Score -23100.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -23136.957031 Penalty: 1681.134766
	Iteration 12Q: 3 clusters Score -23136.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -23160.488281 Penalty: 1681.134766
	Iteration 13Q: 3 clusters Score -23160.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -23165.148438 Penalty: 1681.134766
	Iteration 14Q: 3 clusters Score -23165.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -23165.148438 Penalty: 1681.134766
	Iteration 15F: 3 clusters Score -23165.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 40698 members 
Mstep: Class 3 contains 4222 members 
Mstep: Class 4 contains 69681 members 
Mstep: Class 5 contains 11637 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33835 members 
Mstep: Class 8 contains 11137 members 
Mstep: Class 9 contains 26329 members 
Mstep: Class 10 contains 2411 members 
Mstep: Class 11 contains 25583 members 
Mstep: Class 12 contains 1553 members 
Mstep: Class 13 contains 4575 members 
Mstep: Class 14 contains 67480 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2743 members 
Mstep: Class 17 contains 9132 members 
Mstep: Class 18 contains 22277 members 
Mstep: Class 19 contains 7545 members 
Mstep: Class 20 contains 6950 members 
Mstep: Class 21 contains 21811 members 
Mstep: Class 22 contains 19127 members 
Mstep: Class 23 contains 18818 members 
Mstep: Class 24 contains 52760 members 
Mstep: Class 25 contains 2570 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6021 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9489 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11192 members 
Mstep: Class 32 contains 48528 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 58932 members 
Mstep: Class 39 contains 16169 members 
Mstep: Class 40 contains 2448 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 11686 members 
Mstep: Class 43 contains 657 members 
Mstep: Class 44 contains 102 members 
Entering Unmasked Estep 
Score: -81027104.000000 Penalty: 87800.648438
Splitting cluster 41 changes total score from -81027936.000000 to -81027104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 42 (11686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Entering Unmasked Estep 
Score: -1481878.000000 Penalty: 1393.682739
	Iteration 0F: 2 clusters Score -1481878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1474088.375000 Penalty: 2787.365479
	Iteration 0F: 3 clusters Score -1474088 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1476562.500000 Penalty: 2787.365479
	Iteration 1F: 3 clusters Score -1476562 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1476869.375000 Penalty: 2787.365479
	Iteration 2F: 3 clusters Score -1476869 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1477100.750000 Penalty: 2787.365479
	Iteration 3Q: 3 clusters Score -1477101 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1477274.750000 Penalty: 2787.365479
	Iteration 4Q: 3 clusters Score -1477275 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1477406.250000 Penalty: 2787.365479
	Iteration 5Q: 3 clusters Score -1477406 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1477525.250000 Penalty: 2787.365479
	Iteration 6Q: 3 clusters Score -1477525 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1477628.250000 Penalty: 2787.365479
	Iteration 7Q: 3 clusters Score -1477628 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1477711.500000 Penalty: 2787.365479
	Iteration 8Q: 3 clusters Score -1477712 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1477800.375000 Penalty: 2787.365479
	Iteration 9Q: 3 clusters Score -1477800 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1477918.750000 Penalty: 2787.365479
	Iteration 10Q: 3 clusters Score -1477919 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1478064.875000 Penalty: 2787.365479
	Iteration 11Q: 3 clusters Score -1478065 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1478201.375000 Penalty: 2787.365479
	Iteration 12Q: 3 clusters Score -1478201 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1478353.875000 Penalty: 2787.365479
	Iteration 13Q: 3 clusters Score -1478354 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1478528.375000 Penalty: 2787.365479
	Iteration 14Q: 3 clusters Score -1478528 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1478750.125000 Penalty: 2787.365479
	Iteration 15Q: 3 clusters Score -1478750 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1479011.500000 Penalty: 2787.365479
	Iteration 16Q: 3 clusters Score -1479012 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1479325.500000 Penalty: 2787.365479
	Iteration 17Q: 3 clusters Score -1479326 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1479639.250000 Penalty: 2787.365479
	Iteration 18Q: 3 clusters Score -1479639 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1479915.500000 Penalty: 2787.365479
	Iteration 19Q: 3 clusters Score -1479916 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1480181.375000 Penalty: 2787.365479
	Iteration 20F: 3 clusters Score -1480181 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1480363.500000 Penalty: 2787.365479
	Iteration 21Q: 3 clusters Score -1480364 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1480485.000000 Penalty: 2787.365479
	Iteration 22Q: 3 clusters Score -1480485 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1480570.375000 Penalty: 2787.365479
	Iteration 23Q: 3 clusters Score -1480570 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1480635.625000 Penalty: 2787.365479
	Iteration 24Q: 3 clusters Score -1480636 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1480671.500000 Penalty: 2787.365479
	Iteration 25Q: 3 clusters Score -1480672 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1480694.250000 Penalty: 2787.365479
	Iteration 26Q: 3 clusters Score -1480694 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1480705.875000 Penalty: 2787.365479
	Iteration 27Q: 3 clusters Score -1480706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1480713.625000 Penalty: 2787.365479
	Iteration 28Q: 3 clusters Score -1480714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1480725.500000 Penalty: 2787.365479
	Iteration 29Q: 3 clusters Score -1480726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1480731.625000 Penalty: 2787.365479
	Iteration 30Q: 3 clusters Score -1480732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1480740.375000 Penalty: 2787.365479
	Iteration 31Q: 3 clusters Score -1480740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1480745.375000 Penalty: 2787.365479
	Iteration 32Q: 3 clusters Score -1480745 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1480749.750000 Penalty: 2787.365479
	Iteration 33Q: 3 clusters Score -1480750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1480756.250000 Penalty: 2787.365479
	Iteration 34Q: 3 clusters Score -1480756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1480763.375000 Penalty: 2787.365479
	Iteration 35Q: 3 clusters Score -1480763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1480768.875000 Penalty: 2787.365479
	Iteration 36Q: 3 clusters Score -1480769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1480772.750000 Penalty: 2787.365479
	Iteration 37Q: 3 clusters Score -1480773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1480777.125000 Penalty: 2787.365479
	Iteration 38Q: 3 clusters Score -1480777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1480781.500000 Penalty: 2787.365479
	Iteration 39Q: 3 clusters Score -1480782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1480782.125000 Penalty: 2787.365479
	Iteration 40F: 3 clusters Score -1480782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1480784.125000 Penalty: 2787.365479
	Iteration 41Q: 3 clusters Score -1480784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1480787.250000 Penalty: 2787.365479
	Iteration 42Q: 3 clusters Score -1480787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1480789.500000 Penalty: 2787.365479
	Iteration 43Q: 3 clusters Score -1480790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1480789.500000 Penalty: 2787.365479
	Iteration 44F: 3 clusters Score -1480790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Entering Unmasked Estep 
Score: -61893.257812 Penalty: 965.367432
	Iteration 0F: 2 clusters Score -61893.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -60886.007812 Penalty: 1930.734863
	Iteration 0F: 3 clusters Score -60886.01 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -61164.789062 Penalty: 1930.734863
	Iteration 1F: 3 clusters Score -61164.79 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -61283.417969 Penalty: 1930.734863
	Iteration 2F: 3 clusters Score -61283.42 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -61373.832031 Penalty: 1930.734863
	Iteration 3Q: 3 clusters Score -61373.83 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -61443.304688 Penalty: 1930.734863
	Iteration 4Q: 3 clusters Score -61443.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -61511.144531 Penalty: 1930.734863
	Iteration 5Q: 3 clusters Score -61511.14 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -61640.648438 Penalty: 1930.734863
	Iteration 6Q: 3 clusters Score -61640.65 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -61766.691406 Penalty: 1930.734863
	Iteration 7Q: 3 clusters Score -61766.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -61892.652344 Penalty: 1930.734863
	Iteration 8Q: 3 clusters Score -61892.65 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -61995.605469 Penalty: 1930.734863
	Iteration 9Q: 3 clusters Score -61995.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -62031.039062 Penalty: 1930.734863
	Iteration 10Q: 3 clusters Score -62031.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -62053.105469 Penalty: 1930.734863
	Iteration 11Q: 3 clusters Score -62053.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -62061.261719 Penalty: 1930.734863
	Iteration 12Q: 3 clusters Score -62061.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -62072.175781 Penalty: 1930.734863
	Iteration 13Q: 3 clusters Score -62072.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -62083.984375 Penalty: 1930.734863
	Iteration 14Q: 3 clusters Score -62083.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -62087.109375 Penalty: 1930.734863
	Iteration 15Q: 3 clusters Score -62087.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -62091.320312 Penalty: 1930.734863
	Iteration 16Q: 3 clusters Score -62091.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -62095.445312 Penalty: 1930.734863
	Iteration 17F: 3 clusters Score -62095.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -62108.718750 Penalty: 1930.734863
	Iteration 18Q: 3 clusters Score -62108.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -62112.683594 Penalty: 1930.734863
	Iteration 19Q: 3 clusters Score -62112.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -62115.058594 Penalty: 1930.734863
	Iteration 20F: 3 clusters Score -62115.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 40698 members 
Mstep: Class 3 contains 4222 members 
Mstep: Class 4 contains 69681 members 
Mstep: Class 5 contains 11637 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33835 members 
Mstep: Class 8 contains 11137 members 
Mstep: Class 9 contains 26329 members 
Mstep: Class 10 contains 2411 members 
Mstep: Class 11 contains 25583 members 
Mstep: Class 12 contains 1553 members 
Mstep: Class 13 contains 4575 members 
Mstep: Class 14 contains 67480 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2743 members 
Mstep: Class 17 contains 9132 members 
Mstep: Class 18 contains 22277 members 
Mstep: Class 19 contains 7545 members 
Mstep: Class 20 contains 6950 members 
Mstep: Class 21 contains 21811 members 
Mstep: Class 22 contains 19127 members 
Mstep: Class 23 contains 18818 members 
Mstep: Class 24 contains 52760 members 
Mstep: Class 25 contains 2570 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6021 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9489 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11192 members 
Mstep: Class 32 contains 48528 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 58932 members 
Mstep: Class 39 contains 16169 members 
Mstep: Class 40 contains 2448 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11686 members 
Mstep: Class 43 contains 381 members 
Mstep: Class 44 contains 276 members 
Entering Unmasked Estep 
Score: -81027168.000000 Penalty: 87800.648438
Splitting cluster 43 changes total score from -81027936.000000 to -81027168.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 40698 members 
Mstep: Class 3 contains 4222 members 
Mstep: Class 4 contains 69681 members 
Mstep: Class 5 contains 11637 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33835 members 
Mstep: Class 8 contains 11137 members 
Mstep: Class 9 contains 26329 members 
Mstep: Class 10 contains 2411 members 
Mstep: Class 11 contains 25583 members 
Mstep: Class 12 contains 1553 members 
Mstep: Class 13 contains 4575 members 
Mstep: Class 14 contains 67480 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2743 members 
Mstep: Class 17 contains 9132 members 
Mstep: Class 18 contains 22277 members 
Mstep: Class 19 contains 7545 members 
Mstep: Class 20 contains 6950 members 
Mstep: Class 21 contains 21811 members 
Mstep: Class 22 contains 19127 members 
Mstep: Class 23 contains 18818 members 
Mstep: Class 24 contains 52760 members 
Mstep: Class 25 contains 2570 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6021 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9489 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11192 members 
Mstep: Class 32 contains 48528 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 58932 members 
Mstep: Class 39 contains 16169 members 
Mstep: Class 40 contains 2448 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11686 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027920.000000 Penalty: 85805.187500
Iteration 239Q: 44 clusters Score -8.102792e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 40693 members 
Mstep: Class 3 contains 4222 members 
Mstep: Class 4 contains 69696 members 
Mstep: Class 5 contains 11636 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33836 members 
Mstep: Class 8 contains 11138 members 
Mstep: Class 9 contains 26330 members 
Mstep: Class 10 contains 2413 members 
Mstep: Class 11 contains 25585 members 
Mstep: Class 12 contains 1553 members 
Mstep: Class 13 contains 4578 members 
Mstep: Class 14 contains 67482 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2743 members 
Mstep: Class 17 contains 9132 members 
Mstep: Class 18 contains 22277 members 
Mstep: Class 19 contains 7544 members 
Mstep: Class 20 contains 6950 members 
Mstep: Class 21 contains 21811 members 
Mstep: Class 22 contains 19123 members 
Mstep: Class 23 contains 18818 members 
Mstep: Class 24 contains 52724 members 
Mstep: Class 25 contains 2570 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6021 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 9489 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11199 members 
Mstep: Class 32 contains 48513 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 58960 members 
Mstep: Class 39 contains 16169 members 
Mstep: Class 40 contains 2448 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11688 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027944.000000 Penalty: 85805.187500
Iteration 240F: 44 clusters Score -8.102794e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 40690 members 
Mstep: Class 3 contains 4222 members 
Mstep: Class 4 contains 69712 members 
Mstep: Class 5 contains 11636 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33837 members 
Mstep: Class 8 contains 11138 members 
Mstep: Class 9 contains 26331 members 
Mstep: Class 10 contains 2415 members 
Mstep: Class 11 contains 25590 members 
Mstep: Class 12 contains 1553 members 
Mstep: Class 13 contains 4583 members 
Mstep: Class 14 contains 67481 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2743 members 
Mstep: Class 17 contains 9131 members 
Mstep: Class 18 contains 22274 members 
Mstep: Class 19 contains 7543 members 
Mstep: Class 20 contains 6949 members 
Mstep: Class 21 contains 21811 members 
Mstep: Class 22 contains 19121 members 
Mstep: Class 23 contains 18818 members 
Mstep: Class 24 contains 52697 members 
Mstep: Class 25 contains 2570 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6022 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 9489 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11204 members 
Mstep: Class 32 contains 48492 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 58986 members 
Mstep: Class 39 contains 16169 members 
Mstep: Class 40 contains 2449 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11688 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027888.000000 Penalty: 85805.187500
Iteration 241Q: 44 clusters Score -8.102789e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 40683 members 
Mstep: Class 3 contains 4222 members 
Mstep: Class 4 contains 69726 members 
Mstep: Class 5 contains 11635 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33835 members 
Mstep: Class 8 contains 11138 members 
Mstep: Class 9 contains 26331 members 
Mstep: Class 10 contains 2417 members 
Mstep: Class 11 contains 25591 members 
Mstep: Class 12 contains 1553 members 
Mstep: Class 13 contains 4590 members 
Mstep: Class 14 contains 67481 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2744 members 
Mstep: Class 17 contains 9132 members 
Mstep: Class 18 contains 22273 members 
Mstep: Class 19 contains 7544 members 
Mstep: Class 20 contains 6949 members 
Mstep: Class 21 contains 21811 members 
Mstep: Class 22 contains 19122 members 
Mstep: Class 23 contains 18818 members 
Mstep: Class 24 contains 52670 members 
Mstep: Class 25 contains 2570 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6021 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 9489 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11207 members 
Mstep: Class 32 contains 48475 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 59012 members 
Mstep: Class 39 contains 16169 members 
Mstep: Class 40 contains 2451 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11689 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028008.000000 Penalty: 85805.187500
Iteration 242Q: 44 clusters Score -8.102801e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 40677 members 
Mstep: Class 3 contains 4223 members 
Mstep: Class 4 contains 69745 members 
Mstep: Class 5 contains 11635 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33838 members 
Mstep: Class 8 contains 11139 members 
Mstep: Class 9 contains 26331 members 
Mstep: Class 10 contains 2422 members 
Mstep: Class 11 contains 25589 members 
Mstep: Class 12 contains 1553 members 
Mstep: Class 13 contains 4593 members 
Mstep: Class 14 contains 67483 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2744 members 
Mstep: Class 17 contains 9134 members 
Mstep: Class 18 contains 22273 members 
Mstep: Class 19 contains 7545 members 
Mstep: Class 20 contains 6949 members 
Mstep: Class 21 contains 21810 members 
Mstep: Class 22 contains 19118 members 
Mstep: Class 23 contains 18818 members 
Mstep: Class 24 contains 52652 members 
Mstep: Class 25 contains 2570 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6021 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 9489 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11209 members 
Mstep: Class 32 contains 48451 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 59030 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2451 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11690 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028104.000000 Penalty: 85805.187500
Iteration 243Q: 44 clusters Score -8.10281e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 40674 members 
Mstep: Class 3 contains 4224 members 
Mstep: Class 4 contains 69760 members 
Mstep: Class 5 contains 11636 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33839 members 
Mstep: Class 8 contains 11139 members 
Mstep: Class 9 contains 26330 members 
Mstep: Class 10 contains 2422 members 
Mstep: Class 11 contains 25589 members 
Mstep: Class 12 contains 1553 members 
Mstep: Class 13 contains 4595 members 
Mstep: Class 14 contains 67483 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2744 members 
Mstep: Class 17 contains 9134 members 
Mstep: Class 18 contains 22274 members 
Mstep: Class 19 contains 7548 members 
Mstep: Class 20 contains 6949 members 
Mstep: Class 21 contains 21810 members 
Mstep: Class 22 contains 19115 members 
Mstep: Class 23 contains 18818 members 
Mstep: Class 24 contains 52643 members 
Mstep: Class 25 contains 2570 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6021 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 9489 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11211 members 
Mstep: Class 32 contains 48429 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 59044 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2451 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11689 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027992.000000 Penalty: 85805.187500
Iteration 244Q: 44 clusters Score -8.102799e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 40669 members 
Mstep: Class 3 contains 4224 members 
Mstep: Class 4 contains 69774 members 
Mstep: Class 5 contains 11636 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33843 members 
Mstep: Class 8 contains 11139 members 
Mstep: Class 9 contains 26329 members 
Mstep: Class 10 contains 2422 members 
Mstep: Class 11 contains 25588 members 
Mstep: Class 12 contains 1553 members 
Mstep: Class 13 contains 4599 members 
Mstep: Class 14 contains 67484 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2744 members 
Mstep: Class 17 contains 9134 members 
Mstep: Class 18 contains 22273 members 
Mstep: Class 19 contains 7549 members 
Mstep: Class 20 contains 6949 members 
Mstep: Class 21 contains 21810 members 
Mstep: Class 22 contains 19115 members 
Mstep: Class 23 contains 18818 members 
Mstep: Class 24 contains 52637 members 
Mstep: Class 25 contains 2570 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6021 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 9489 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11221 members 
Mstep: Class 32 contains 48402 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 59051 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2451 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11690 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028088.000000 Penalty: 85805.187500
Iteration 245Q: 44 clusters Score -8.102809e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 40671 members 
Mstep: Class 3 contains 4224 members 
Mstep: Class 4 contains 69792 members 
Mstep: Class 5 contains 11634 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33844 members 
Mstep: Class 8 contains 11139 members 
Mstep: Class 9 contains 26329 members 
Mstep: Class 10 contains 2422 members 
Mstep: Class 11 contains 25588 members 
Mstep: Class 12 contains 1553 members 
Mstep: Class 13 contains 4602 members 
Mstep: Class 14 contains 67484 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2744 members 
Mstep: Class 17 contains 9134 members 
Mstep: Class 18 contains 22271 members 
Mstep: Class 19 contains 7549 members 
Mstep: Class 20 contains 6949 members 
Mstep: Class 21 contains 21810 members 
Mstep: Class 22 contains 19116 members 
Mstep: Class 23 contains 18818 members 
Mstep: Class 24 contains 52632 members 
Mstep: Class 25 contains 2570 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6021 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 9489 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11226 members 
Mstep: Class 32 contains 48375 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 59057 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2451 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11691 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028144.000000 Penalty: 85805.187500
Iteration 246Q: 44 clusters Score -8.102814e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 40672 members 
Mstep: Class 3 contains 4224 members 
Mstep: Class 4 contains 69805 members 
Mstep: Class 5 contains 11633 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33845 members 
Mstep: Class 8 contains 11139 members 
Mstep: Class 9 contains 26329 members 
Mstep: Class 10 contains 2422 members 
Mstep: Class 11 contains 25588 members 
Mstep: Class 12 contains 1553 members 
Mstep: Class 13 contains 4607 members 
Mstep: Class 14 contains 67484 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2744 members 
Mstep: Class 17 contains 9134 members 
Mstep: Class 18 contains 22270 members 
Mstep: Class 19 contains 7549 members 
Mstep: Class 20 contains 6949 members 
Mstep: Class 21 contains 21810 members 
Mstep: Class 22 contains 19117 members 
Mstep: Class 23 contains 18818 members 
Mstep: Class 24 contains 52629 members 
Mstep: Class 25 contains 2570 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6021 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 9489 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11234 members 
Mstep: Class 32 contains 48349 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 59060 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2451 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11691 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028144.000000 Penalty: 85805.187500
Iteration 247Q: 44 clusters Score -8.102814e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 40667 members 
Mstep: Class 3 contains 4224 members 
Mstep: Class 4 contains 69815 members 
Mstep: Class 5 contains 11633 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33845 members 
Mstep: Class 8 contains 11139 members 
Mstep: Class 9 contains 26329 members 
Mstep: Class 10 contains 2422 members 
Mstep: Class 11 contains 25588 members 
Mstep: Class 12 contains 1553 members 
Mstep: Class 13 contains 4610 members 
Mstep: Class 14 contains 67484 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2744 members 
Mstep: Class 17 contains 9134 members 
Mstep: Class 18 contains 22270 members 
Mstep: Class 19 contains 7549 members 
Mstep: Class 20 contains 6949 members 
Mstep: Class 21 contains 21810 members 
Mstep: Class 22 contains 19116 members 
Mstep: Class 23 contains 18818 members 
Mstep: Class 24 contains 52622 members 
Mstep: Class 25 contains 2570 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6021 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 9489 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11241 members 
Mstep: Class 32 contains 48339 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 59063 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2451 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11691 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028104.000000 Penalty: 85805.187500
Iteration 248Q: 44 clusters Score -8.10281e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 40664 members 
Mstep: Class 3 contains 4224 members 
Mstep: Class 4 contains 69832 members 
Mstep: Class 5 contains 11633 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33844 members 
Mstep: Class 8 contains 11139 members 
Mstep: Class 9 contains 26329 members 
Mstep: Class 10 contains 2422 members 
Mstep: Class 11 contains 25589 members 
Mstep: Class 12 contains 1553 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 67484 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2744 members 
Mstep: Class 17 contains 9134 members 
Mstep: Class 18 contains 22269 members 
Mstep: Class 19 contains 7549 members 
Mstep: Class 20 contains 6949 members 
Mstep: Class 21 contains 21810 members 
Mstep: Class 22 contains 19114 members 
Mstep: Class 23 contains 18818 members 
Mstep: Class 24 contains 52609 members 
Mstep: Class 25 contains 2570 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6020 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 9489 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11245 members 
Mstep: Class 32 contains 48324 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 59068 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2451 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11692 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028072.000000 Penalty: 85805.187500
Iteration 249Q: 44 clusters Score -8.102807e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 40664 members 
Mstep: Class 3 contains 4224 members 
Mstep: Class 4 contains 69839 members 
Mstep: Class 5 contains 11634 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33844 members 
Mstep: Class 8 contains 11139 members 
Mstep: Class 9 contains 26329 members 
Mstep: Class 10 contains 2422 members 
Mstep: Class 11 contains 25590 members 
Mstep: Class 12 contains 1553 members 
Mstep: Class 13 contains 4623 members 
Mstep: Class 14 contains 67485 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2744 members 
Mstep: Class 17 contains 9134 members 
Mstep: Class 18 contains 22266 members 
Mstep: Class 19 contains 7548 members 
Mstep: Class 20 contains 6949 members 
Mstep: Class 21 contains 21810 members 
Mstep: Class 22 contains 19110 members 
Mstep: Class 23 contains 18818 members 
Mstep: Class 24 contains 52606 members 
Mstep: Class 25 contains 2570 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6021 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 9489 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11251 members 
Mstep: Class 32 contains 48313 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 59068 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2451 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11692 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028080.000000 Penalty: 85805.187500
Iteration 250Q: 44 clusters Score -8.102808e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 40660 members 
Mstep: Class 3 contains 4224 members 
Mstep: Class 4 contains 69849 members 
Mstep: Class 5 contains 11632 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33845 members 
Mstep: Class 8 contains 11139 members 
Mstep: Class 9 contains 26329 members 
Mstep: Class 10 contains 2422 members 
Mstep: Class 11 contains 25590 members 
Mstep: Class 12 contains 1553 members 
Mstep: Class 13 contains 4631 members 
Mstep: Class 14 contains 67485 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2744 members 
Mstep: Class 17 contains 9134 members 
Mstep: Class 18 contains 22265 members 
Mstep: Class 19 contains 7548 members 
Mstep: Class 20 contains 6949 members 
Mstep: Class 21 contains 21810 members 
Mstep: Class 22 contains 19107 members 
Mstep: Class 23 contains 18818 members 
Mstep: Class 24 contains 52599 members 
Mstep: Class 25 contains 2570 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6021 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 9489 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11257 members 
Mstep: Class 32 contains 48302 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 59072 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2451 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11692 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028088.000000 Penalty: 85805.187500
Iteration 251Q: 44 clusters Score -8.102809e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 40660 members 
Mstep: Class 3 contains 4224 members 
Mstep: Class 4 contains 69858 members 
Mstep: Class 5 contains 11632 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33848 members 
Mstep: Class 8 contains 11139 members 
Mstep: Class 9 contains 26329 members 
Mstep: Class 10 contains 2422 members 
Mstep: Class 11 contains 25588 members 
Mstep: Class 12 contains 1553 members 
Mstep: Class 13 contains 4633 members 
Mstep: Class 14 contains 67485 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2744 members 
Mstep: Class 17 contains 9134 members 
Mstep: Class 18 contains 22264 members 
Mstep: Class 19 contains 7549 members 
Mstep: Class 20 contains 6949 members 
Mstep: Class 21 contains 21810 members 
Mstep: Class 22 contains 19107 members 
Mstep: Class 23 contains 18818 members 
Mstep: Class 24 contains 52593 members 
Mstep: Class 25 contains 2570 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6022 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 9489 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11260 members 
Mstep: Class 32 contains 48293 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 59072 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2451 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11692 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028096.000000 Penalty: 85805.187500
Iteration 252Q: 44 clusters Score -8.10281e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 40658 members 
Mstep: Class 3 contains 4224 members 
Mstep: Class 4 contains 69872 members 
Mstep: Class 5 contains 11633 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33849 members 
Mstep: Class 8 contains 11139 members 
Mstep: Class 9 contains 26330 members 
Mstep: Class 10 contains 2422 members 
Mstep: Class 11 contains 25588 members 
Mstep: Class 12 contains 1553 members 
Mstep: Class 13 contains 4634 members 
Mstep: Class 14 contains 67486 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2744 members 
Mstep: Class 17 contains 9134 members 
Mstep: Class 18 contains 22262 members 
Mstep: Class 19 contains 7549 members 
Mstep: Class 20 contains 6949 members 
Mstep: Class 21 contains 21810 members 
Mstep: Class 22 contains 19107 members 
Mstep: Class 23 contains 18817 members 
Mstep: Class 24 contains 52589 members 
Mstep: Class 25 contains 2570 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6021 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 9489 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11271 members 
Mstep: Class 32 contains 48275 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 59073 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2451 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11691 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028112.000000 Penalty: 85805.187500
Iteration 253Q: 44 clusters Score -8.102811e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 40658 members 
Mstep: Class 3 contains 4224 members 
Mstep: Class 4 contains 69888 members 
Mstep: Class 5 contains 11633 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33849 members 
Mstep: Class 8 contains 11139 members 
Mstep: Class 9 contains 26330 members 
Mstep: Class 10 contains 2422 members 
Mstep: Class 11 contains 25588 members 
Mstep: Class 12 contains 1553 members 
Mstep: Class 13 contains 4636 members 
Mstep: Class 14 contains 67486 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2745 members 
Mstep: Class 17 contains 9134 members 
Mstep: Class 18 contains 22265 members 
Mstep: Class 19 contains 7550 members 
Mstep: Class 20 contains 6949 members 
Mstep: Class 21 contains 21810 members 
Mstep: Class 22 contains 19107 members 
Mstep: Class 23 contains 18817 members 
Mstep: Class 24 contains 52584 members 
Mstep: Class 25 contains 2571 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6018 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 9489 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11276 members 
Mstep: Class 32 contains 48253 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 59074 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2451 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11691 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028104.000000 Penalty: 85805.187500
Iteration 254Q: 44 clusters Score -8.10281e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 40657 members 
Mstep: Class 3 contains 4224 members 
Mstep: Class 4 contains 69903 members 
Mstep: Class 5 contains 11631 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33850 members 
Mstep: Class 8 contains 11140 members 
Mstep: Class 9 contains 26330 members 
Mstep: Class 10 contains 2422 members 
Mstep: Class 11 contains 25590 members 
Mstep: Class 12 contains 1553 members 
Mstep: Class 13 contains 4637 members 
Mstep: Class 14 contains 67486 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2746 members 
Mstep: Class 17 contains 9134 members 
Mstep: Class 18 contains 22265 members 
Mstep: Class 19 contains 7550 members 
Mstep: Class 20 contains 6949 members 
Mstep: Class 21 contains 21810 members 
Mstep: Class 22 contains 19109 members 
Mstep: Class 23 contains 18817 members 
Mstep: Class 24 contains 52588 members 
Mstep: Class 25 contains 2571 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6018 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 9489 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11281 members 
Mstep: Class 32 contains 48223 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 59075 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2451 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11691 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028072.000000 Penalty: 85805.187500
Iteration 255Q: 44 clusters Score -8.102807e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 40654 members 
Mstep: Class 3 contains 4224 members 
Mstep: Class 4 contains 69923 members 
Mstep: Class 5 contains 11630 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33850 members 
Mstep: Class 8 contains 11142 members 
Mstep: Class 9 contains 26330 members 
Mstep: Class 10 contains 2422 members 
Mstep: Class 11 contains 25590 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4640 members 
Mstep: Class 14 contains 67486 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2746 members 
Mstep: Class 17 contains 9135 members 
Mstep: Class 18 contains 22264 members 
Mstep: Class 19 contains 7551 members 
Mstep: Class 20 contains 6949 members 
Mstep: Class 21 contains 21810 members 
Mstep: Class 22 contains 19110 members 
Mstep: Class 23 contains 18817 members 
Mstep: Class 24 contains 52583 members 
Mstep: Class 25 contains 2572 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6017 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9489 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11287 members 
Mstep: Class 32 contains 48200 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 59076 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2451 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11691 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028096.000000 Penalty: 85805.187500
Iteration 256Q: 44 clusters Score -8.10281e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 40649 members 
Mstep: Class 3 contains 4224 members 
Mstep: Class 4 contains 69933 members 
Mstep: Class 5 contains 11631 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33852 members 
Mstep: Class 8 contains 11141 members 
Mstep: Class 9 contains 26330 members 
Mstep: Class 10 contains 2422 members 
Mstep: Class 11 contains 25591 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4640 members 
Mstep: Class 14 contains 67486 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2746 members 
Mstep: Class 17 contains 9135 members 
Mstep: Class 18 contains 22267 members 
Mstep: Class 19 contains 7551 members 
Mstep: Class 20 contains 6949 members 
Mstep: Class 21 contains 21810 members 
Mstep: Class 22 contains 19110 members 
Mstep: Class 23 contains 18817 members 
Mstep: Class 24 contains 52579 members 
Mstep: Class 25 contains 2573 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6014 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9489 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11290 members 
Mstep: Class 32 contains 48184 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 59084 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2451 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11691 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028120.000000 Penalty: 85805.187500
Iteration 257Q: 44 clusters Score -8.102812e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 40649 members 
Mstep: Class 3 contains 4224 members 
Mstep: Class 4 contains 69941 members 
Mstep: Class 5 contains 11631 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33852 members 
Mstep: Class 8 contains 11141 members 
Mstep: Class 9 contains 26330 members 
Mstep: Class 10 contains 2422 members 
Mstep: Class 11 contains 25591 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4640 members 
Mstep: Class 14 contains 67485 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2746 members 
Mstep: Class 17 contains 9135 members 
Mstep: Class 18 contains 22268 members 
Mstep: Class 19 contains 7551 members 
Mstep: Class 20 contains 6949 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19109 members 
Mstep: Class 23 contains 18817 members 
Mstep: Class 24 contains 52575 members 
Mstep: Class 25 contains 2574 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6013 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9489 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11295 members 
Mstep: Class 32 contains 48167 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 59093 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2451 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11692 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028160.000000 Penalty: 85805.187500
Iteration 258Q: 44 clusters Score -8.102816e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 40648 members 
Mstep: Class 3 contains 4224 members 
Mstep: Class 4 contains 69955 members 
Mstep: Class 5 contains 11631 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33851 members 
Mstep: Class 8 contains 11141 members 
Mstep: Class 9 contains 26330 members 
Mstep: Class 10 contains 2422 members 
Mstep: Class 11 contains 25593 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4638 members 
Mstep: Class 14 contains 67485 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2746 members 
Mstep: Class 17 contains 9135 members 
Mstep: Class 18 contains 22268 members 
Mstep: Class 19 contains 7551 members 
Mstep: Class 20 contains 6949 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19109 members 
Mstep: Class 23 contains 18817 members 
Mstep: Class 24 contains 52577 members 
Mstep: Class 25 contains 2574 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6013 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9489 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11300 members 
Mstep: Class 32 contains 48147 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 59094 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2451 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11692 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028184.000000 Penalty: 85805.187500
Iteration 259Q: 44 clusters Score -8.102818e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 40649 members 
Mstep: Class 3 contains 4224 members 
Mstep: Class 4 contains 69968 members 
Mstep: Class 5 contains 11631 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33852 members 
Mstep: Class 8 contains 11141 members 
Mstep: Class 9 contains 26330 members 
Mstep: Class 10 contains 2422 members 
Mstep: Class 11 contains 25591 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4637 members 
Mstep: Class 14 contains 67485 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2746 members 
Mstep: Class 17 contains 9135 members 
Mstep: Class 18 contains 22268 members 
Mstep: Class 19 contains 7551 members 
Mstep: Class 20 contains 6949 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19111 members 
Mstep: Class 23 contains 18817 members 
Mstep: Class 24 contains 52572 members 
Mstep: Class 25 contains 2574 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6012 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9489 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11305 members 
Mstep: Class 32 contains 48125 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 59103 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2451 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11692 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028144.000000 Penalty: 85805.187500
Iteration 260F: 44 clusters Score -8.102814e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 40647 members 
Mstep: Class 3 contains 4224 members 
Mstep: Class 4 contains 69971 members 
Mstep: Class 5 contains 11631 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33854 members 
Mstep: Class 8 contains 11141 members 
Mstep: Class 9 contains 26330 members 
Mstep: Class 10 contains 2422 members 
Mstep: Class 11 contains 25591 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4638 members 
Mstep: Class 14 contains 67486 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2746 members 
Mstep: Class 17 contains 9135 members 
Mstep: Class 18 contains 22268 members 
Mstep: Class 19 contains 7551 members 
Mstep: Class 20 contains 6949 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19116 members 
Mstep: Class 23 contains 18817 members 
Mstep: Class 24 contains 52570 members 
Mstep: Class 25 contains 2574 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6012 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9489 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11309 members 
Mstep: Class 32 contains 48103 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 59111 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2451 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11694 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028200.000000 Penalty: 85805.187500
Iteration 261Q: 44 clusters Score -8.10282e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 40643 members 
Mstep: Class 3 contains 4224 members 
Mstep: Class 4 contains 69977 members 
Mstep: Class 5 contains 11631 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33854 members 
Mstep: Class 8 contains 11141 members 
Mstep: Class 9 contains 26330 members 
Mstep: Class 10 contains 2422 members 
Mstep: Class 11 contains 25589 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4638 members 
Mstep: Class 14 contains 67486 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2746 members 
Mstep: Class 17 contains 9136 members 
Mstep: Class 18 contains 22270 members 
Mstep: Class 19 contains 7552 members 
Mstep: Class 20 contains 6949 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19120 members 
Mstep: Class 23 contains 18817 members 
Mstep: Class 24 contains 52563 members 
Mstep: Class 25 contains 2574 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6011 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9489 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11313 members 
Mstep: Class 32 contains 48083 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 59125 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2451 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11696 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028208.000000 Penalty: 85805.187500
Iteration 262Q: 44 clusters Score -8.102821e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 40643 members 
Mstep: Class 3 contains 4224 members 
Mstep: Class 4 contains 69985 members 
Mstep: Class 5 contains 11631 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33853 members 
Mstep: Class 8 contains 11141 members 
Mstep: Class 9 contains 26330 members 
Mstep: Class 10 contains 2422 members 
Mstep: Class 11 contains 25591 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4638 members 
Mstep: Class 14 contains 67485 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2746 members 
Mstep: Class 17 contains 9137 members 
Mstep: Class 18 contains 22270 members 
Mstep: Class 19 contains 7553 members 
Mstep: Class 20 contains 6949 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19122 members 
Mstep: Class 23 contains 18817 members 
Mstep: Class 24 contains 52557 members 
Mstep: Class 25 contains 2574 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6010 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9489 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11315 members 
Mstep: Class 32 contains 48061 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 59138 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2451 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11697 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028160.000000 Penalty: 85805.187500
Iteration 263Q: 44 clusters Score -8.102816e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 40644 members 
Mstep: Class 3 contains 4224 members 
Mstep: Class 4 contains 69994 members 
Mstep: Class 5 contains 11631 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33854 members 
Mstep: Class 8 contains 11141 members 
Mstep: Class 9 contains 26330 members 
Mstep: Class 10 contains 2422 members 
Mstep: Class 11 contains 25590 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4638 members 
Mstep: Class 14 contains 67486 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2746 members 
Mstep: Class 17 contains 9138 members 
Mstep: Class 18 contains 22269 members 
Mstep: Class 19 contains 7554 members 
Mstep: Class 20 contains 6949 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19125 members 
Mstep: Class 23 contains 18817 members 
Mstep: Class 24 contains 52543 members 
Mstep: Class 25 contains 2574 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6009 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9489 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11319 members 
Mstep: Class 32 contains 48041 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 59153 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2451 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11697 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028120.000000 Penalty: 85805.187500
Iteration 264Q: 44 clusters Score -8.102812e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 40643 members 
Mstep: Class 3 contains 4224 members 
Mstep: Class 4 contains 70006 members 
Mstep: Class 5 contains 11630 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33857 members 
Mstep: Class 8 contains 11141 members 
Mstep: Class 9 contains 26330 members 
Mstep: Class 10 contains 2422 members 
Mstep: Class 11 contains 25589 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4638 members 
Mstep: Class 14 contains 67486 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2746 members 
Mstep: Class 17 contains 9138 members 
Mstep: Class 18 contains 22271 members 
Mstep: Class 19 contains 7555 members 
Mstep: Class 20 contains 6949 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19126 members 
Mstep: Class 23 contains 18817 members 
Mstep: Class 24 contains 52526 members 
Mstep: Class 25 contains 2574 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6009 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9489 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11322 members 
Mstep: Class 32 contains 48020 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 59171 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2451 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11697 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028128.000000 Penalty: 85805.187500
Iteration 265Q: 44 clusters Score -8.102813e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 40641 members 
Mstep: Class 3 contains 4224 members 
Mstep: Class 4 contains 70015 members 
Mstep: Class 5 contains 11630 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33858 members 
Mstep: Class 8 contains 11141 members 
Mstep: Class 9 contains 26330 members 
Mstep: Class 10 contains 2423 members 
Mstep: Class 11 contains 25590 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4638 members 
Mstep: Class 14 contains 67486 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2746 members 
Mstep: Class 17 contains 9138 members 
Mstep: Class 18 contains 22271 members 
Mstep: Class 19 contains 7556 members 
Mstep: Class 20 contains 6949 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19124 members 
Mstep: Class 23 contains 18817 members 
Mstep: Class 24 contains 52504 members 
Mstep: Class 25 contains 2574 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6008 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9489 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11326 members 
Mstep: Class 32 contains 48010 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 59189 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2451 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11698 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028144.000000 Penalty: 85805.187500
Iteration 266Q: 44 clusters Score -8.102814e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 40643 members 
Mstep: Class 3 contains 4224 members 
Mstep: Class 4 contains 70028 members 
Mstep: Class 5 contains 11631 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33859 members 
Mstep: Class 8 contains 11141 members 
Mstep: Class 9 contains 26330 members 
Mstep: Class 10 contains 2423 members 
Mstep: Class 11 contains 25588 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4638 members 
Mstep: Class 14 contains 67486 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2746 members 
Mstep: Class 17 contains 9138 members 
Mstep: Class 18 contains 22268 members 
Mstep: Class 19 contains 7557 members 
Mstep: Class 20 contains 6949 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19124 members 
Mstep: Class 23 contains 18817 members 
Mstep: Class 24 contains 52485 members 
Mstep: Class 25 contains 2574 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6008 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9489 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11330 members 
Mstep: Class 32 contains 47989 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 59214 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2451 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11697 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028128.000000 Penalty: 85805.187500
Iteration 267Q: 44 clusters Score -8.102813e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 40640 members 
Mstep: Class 3 contains 4224 members 
Mstep: Class 4 contains 70036 members 
Mstep: Class 5 contains 11630 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33860 members 
Mstep: Class 8 contains 11141 members 
Mstep: Class 9 contains 26330 members 
Mstep: Class 10 contains 2423 members 
Mstep: Class 11 contains 25586 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4638 members 
Mstep: Class 14 contains 67485 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2746 members 
Mstep: Class 17 contains 9138 members 
Mstep: Class 18 contains 22268 members 
Mstep: Class 19 contains 7558 members 
Mstep: Class 20 contains 6949 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19124 members 
Mstep: Class 23 contains 18817 members 
Mstep: Class 24 contains 52478 members 
Mstep: Class 25 contains 2574 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6008 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9489 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11332 members 
Mstep: Class 32 contains 47967 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 59237 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2451 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11698 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028160.000000 Penalty: 85805.187500
Iteration 268Q: 44 clusters Score -8.102816e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 40637 members 
Mstep: Class 3 contains 4224 members 
Mstep: Class 4 contains 70041 members 
Mstep: Class 5 contains 11630 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33862 members 
Mstep: Class 8 contains 11141 members 
Mstep: Class 9 contains 26329 members 
Mstep: Class 10 contains 2423 members 
Mstep: Class 11 contains 25586 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4639 members 
Mstep: Class 14 contains 67485 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2746 members 
Mstep: Class 17 contains 9138 members 
Mstep: Class 18 contains 22268 members 
Mstep: Class 19 contains 7560 members 
Mstep: Class 20 contains 6949 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19121 members 
Mstep: Class 23 contains 18817 members 
Mstep: Class 24 contains 52487 members 
Mstep: Class 25 contains 2574 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6008 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9489 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11332 members 
Mstep: Class 32 contains 47947 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 59245 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2451 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11698 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028168.000000 Penalty: 85805.187500
Iteration 269Q: 44 clusters Score -8.102817e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 40637 members 
Mstep: Class 3 contains 4224 members 
Mstep: Class 4 contains 70043 members 
Mstep: Class 5 contains 11630 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33860 members 
Mstep: Class 8 contains 11141 members 
Mstep: Class 9 contains 26329 members 
Mstep: Class 10 contains 2423 members 
Mstep: Class 11 contains 25585 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4640 members 
Mstep: Class 14 contains 67485 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2746 members 
Mstep: Class 17 contains 9138 members 
Mstep: Class 18 contains 22269 members 
Mstep: Class 19 contains 7561 members 
Mstep: Class 20 contains 6949 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19120 members 
Mstep: Class 23 contains 18817 members 
Mstep: Class 24 contains 52494 members 
Mstep: Class 25 contains 2574 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6007 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9489 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11334 members 
Mstep: Class 32 contains 47930 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 59253 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2451 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11698 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028096.000000 Penalty: 85805.187500
Iteration 270Q: 44 clusters Score -8.10281e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 40637 members 
Mstep: Class 3 contains 4224 members 
Mstep: Class 4 contains 70046 members 
Mstep: Class 5 contains 11630 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33859 members 
Mstep: Class 8 contains 11141 members 
Mstep: Class 9 contains 26329 members 
Mstep: Class 10 contains 2423 members 
Mstep: Class 11 contains 25583 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4641 members 
Mstep: Class 14 contains 67485 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2746 members 
Mstep: Class 17 contains 9138 members 
Mstep: Class 18 contains 22269 members 
Mstep: Class 19 contains 7564 members 
Mstep: Class 20 contains 6949 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19116 members 
Mstep: Class 23 contains 18817 members 
Mstep: Class 24 contains 52496 members 
Mstep: Class 25 contains 2574 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6006 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9489 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11336 members 
Mstep: Class 32 contains 47915 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 59263 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2451 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11700 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028192.000000 Penalty: 85805.187500
Iteration 271Q: 44 clusters Score -8.102819e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 40638 members 
Mstep: Class 3 contains 4224 members 
Mstep: Class 4 contains 70048 members 
Mstep: Class 5 contains 11629 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33859 members 
Mstep: Class 8 contains 11141 members 
Mstep: Class 9 contains 26329 members 
Mstep: Class 10 contains 2423 members 
Mstep: Class 11 contains 25580 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4643 members 
Mstep: Class 14 contains 67485 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2746 members 
Mstep: Class 17 contains 9138 members 
Mstep: Class 18 contains 22268 members 
Mstep: Class 19 contains 7565 members 
Mstep: Class 20 contains 6949 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19114 members 
Mstep: Class 23 contains 18817 members 
Mstep: Class 24 contains 52503 members 
Mstep: Class 25 contains 2574 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6005 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9489 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11335 members 
Mstep: Class 32 contains 47897 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 59276 members 
Mstep: Class 39 contains 16171 members 
Mstep: Class 40 contains 2451 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11700 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028136.000000 Penalty: 85805.187500
Iteration 272Q: 44 clusters Score -8.102814e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 40637 members 
Mstep: Class 3 contains 4224 members 
Mstep: Class 4 contains 70052 members 
Mstep: Class 5 contains 11629 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33859 members 
Mstep: Class 8 contains 11141 members 
Mstep: Class 9 contains 26329 members 
Mstep: Class 10 contains 2423 members 
Mstep: Class 11 contains 25581 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4646 members 
Mstep: Class 14 contains 67484 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2746 members 
Mstep: Class 17 contains 9138 members 
Mstep: Class 18 contains 22263 members 
Mstep: Class 19 contains 7570 members 
Mstep: Class 20 contains 6949 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19111 members 
Mstep: Class 23 contains 18816 members 
Mstep: Class 24 contains 52492 members 
Mstep: Class 25 contains 2574 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6005 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9489 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11335 members 
Mstep: Class 32 contains 47884 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 59299 members 
Mstep: Class 39 contains 16171 members 
Mstep: Class 40 contains 2451 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11700 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028184.000000 Penalty: 85805.187500
Iteration 273Q: 44 clusters Score -8.102818e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 40636 members 
Mstep: Class 3 contains 4224 members 
Mstep: Class 4 contains 70056 members 
Mstep: Class 5 contains 11629 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33857 members 
Mstep: Class 8 contains 11141 members 
Mstep: Class 9 contains 26329 members 
Mstep: Class 10 contains 2423 members 
Mstep: Class 11 contains 25582 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4646 members 
Mstep: Class 14 contains 67484 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2746 members 
Mstep: Class 17 contains 9138 members 
Mstep: Class 18 contains 22261 members 
Mstep: Class 19 contains 7576 members 
Mstep: Class 20 contains 6950 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19107 members 
Mstep: Class 23 contains 18815 members 
Mstep: Class 24 contains 52485 members 
Mstep: Class 25 contains 2574 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6005 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9489 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11338 members 
Mstep: Class 32 contains 47865 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 59317 members 
Mstep: Class 39 contains 16171 members 
Mstep: Class 40 contains 2451 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11703 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028208.000000 Penalty: 85805.187500
Iteration 274Q: 44 clusters Score -8.102821e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 40635 members 
Mstep: Class 3 contains 4224 members 
Mstep: Class 4 contains 70063 members 
Mstep: Class 5 contains 11630 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33858 members 
Mstep: Class 8 contains 11141 members 
Mstep: Class 9 contains 26329 members 
Mstep: Class 10 contains 2423 members 
Mstep: Class 11 contains 25582 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4646 members 
Mstep: Class 14 contains 67484 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2746 members 
Mstep: Class 17 contains 9137 members 
Mstep: Class 18 contains 22259 members 
Mstep: Class 19 contains 7579 members 
Mstep: Class 20 contains 6951 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19104 members 
Mstep: Class 23 contains 18815 members 
Mstep: Class 24 contains 52486 members 
Mstep: Class 25 contains 2574 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6004 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9489 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11338 members 
Mstep: Class 32 contains 47848 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 59326 members 
Mstep: Class 39 contains 16171 members 
Mstep: Class 40 contains 2452 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11705 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028216.000000 Penalty: 85805.187500
Iteration 275Q: 44 clusters Score -8.102822e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 40632 members 
Mstep: Class 3 contains 4224 members 
Mstep: Class 4 contains 70071 members 
Mstep: Class 5 contains 11630 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33861 members 
Mstep: Class 8 contains 11141 members 
Mstep: Class 9 contains 26329 members 
Mstep: Class 10 contains 2422 members 
Mstep: Class 11 contains 25582 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4645 members 
Mstep: Class 14 contains 67484 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2746 members 
Mstep: Class 17 contains 9137 members 
Mstep: Class 18 contains 22255 members 
Mstep: Class 19 contains 7582 members 
Mstep: Class 20 contains 6951 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19103 members 
Mstep: Class 23 contains 18815 members 
Mstep: Class 24 contains 52487 members 
Mstep: Class 25 contains 2574 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6002 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9489 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11343 members 
Mstep: Class 32 contains 47825 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 59337 members 
Mstep: Class 39 contains 16171 members 
Mstep: Class 40 contains 2454 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11706 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028248.000000 Penalty: 85805.187500
Iteration 276Q: 44 clusters Score -8.102825e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 40626 members 
Mstep: Class 3 contains 4224 members 
Mstep: Class 4 contains 70075 members 
Mstep: Class 5 contains 11630 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33862 members 
Mstep: Class 8 contains 11141 members 
Mstep: Class 9 contains 26326 members 
Mstep: Class 10 contains 2421 members 
Mstep: Class 11 contains 25586 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4644 members 
Mstep: Class 14 contains 67484 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2746 members 
Mstep: Class 17 contains 9137 members 
Mstep: Class 18 contains 22249 members 
Mstep: Class 19 contains 7586 members 
Mstep: Class 20 contains 6951 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19102 members 
Mstep: Class 23 contains 18815 members 
Mstep: Class 24 contains 52486 members 
Mstep: Class 25 contains 2574 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6002 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9489 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11347 members 
Mstep: Class 32 contains 47815 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 59346 members 
Mstep: Class 39 contains 16171 members 
Mstep: Class 40 contains 2456 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11707 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028280.000000 Penalty: 85805.187500
Iteration 277Q: 44 clusters Score -8.102828e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 40623 members 
Mstep: Class 3 contains 4224 members 
Mstep: Class 4 contains 70075 members 
Mstep: Class 5 contains 11630 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33861 members 
Mstep: Class 8 contains 11140 members 
Mstep: Class 9 contains 26327 members 
Mstep: Class 10 contains 2421 members 
Mstep: Class 11 contains 25587 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4643 members 
Mstep: Class 14 contains 67483 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2746 members 
Mstep: Class 17 contains 9136 members 
Mstep: Class 18 contains 22247 members 
Mstep: Class 19 contains 7590 members 
Mstep: Class 20 contains 6951 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19099 members 
Mstep: Class 23 contains 18815 members 
Mstep: Class 24 contains 52484 members 
Mstep: Class 25 contains 2574 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6002 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9489 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11354 members 
Mstep: Class 32 contains 47804 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 59360 members 
Mstep: Class 39 contains 16171 members 
Mstep: Class 40 contains 2456 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11706 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028312.000000 Penalty: 85805.187500
Iteration 278Q: 44 clusters Score -8.102831e+07 nChanged 70
Entering ConstructFrom: 
Score: -81028312.000000 Penalty: 85805.187500
Entering ConstructFrom: 
Trying to split cluster 1 (6498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Entering Unmasked Estep 
Score: -779018.875000 Penalty: 1306.352417
	Iteration 0F: 2 clusters Score -779018.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -774434.250000 Penalty: 2612.704834
	Iteration 0F: 3 clusters Score -774434.2 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -775909.625000 Penalty: 2612.704834
	Iteration 1F: 3 clusters Score -775909.6 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -776217.250000 Penalty: 2612.704834
	Iteration 2F: 3 clusters Score -776217.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -776410.250000 Penalty: 2612.704834
	Iteration 3F: 3 clusters Score -776410.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -776549.875000 Penalty: 2612.704834
	Iteration 4Q: 3 clusters Score -776549.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -776647.687500 Penalty: 2612.704834
	Iteration 5Q: 3 clusters Score -776647.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -776732.500000 Penalty: 2612.704834
	Iteration 6Q: 3 clusters Score -776732.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -776794.000000 Penalty: 2612.704834
	Iteration 7Q: 3 clusters Score -776794 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -776841.062500 Penalty: 2612.704834
	Iteration 8Q: 3 clusters Score -776841.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -776890.687500 Penalty: 2612.704834
	Iteration 9Q: 3 clusters Score -776890.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -776940.187500 Penalty: 2612.704834
	Iteration 10Q: 3 clusters Score -776940.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -776991.312500 Penalty: 2612.704834
	Iteration 11Q: 3 clusters Score -776991.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -777045.500000 Penalty: 2612.704834
	Iteration 12Q: 3 clusters Score -777045.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -777105.687500 Penalty: 2612.704834
	Iteration 13Q: 3 clusters Score -777105.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -777174.250000 Penalty: 2612.704834
	Iteration 14Q: 3 clusters Score -777174.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -777240.625000 Penalty: 2612.704834
	Iteration 15Q: 3 clusters Score -777240.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -777313.937500 Penalty: 2612.704834
	Iteration 16Q: 3 clusters Score -777313.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -777380.625000 Penalty: 2612.704834
	Iteration 17Q: 3 clusters Score -777380.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -777450.625000 Penalty: 2612.704834
	Iteration 18Q: 3 clusters Score -777450.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -777521.125000 Penalty: 2612.704834
	Iteration 19Q: 3 clusters Score -777521.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -777577.375000 Penalty: 2612.704834
	Iteration 20F: 3 clusters Score -777577.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -777653.500000 Penalty: 2612.704834
	Iteration 21Q: 3 clusters Score -777653.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -777747.562500 Penalty: 2612.704834
	Iteration 22Q: 3 clusters Score -777747.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -777825.500000 Penalty: 2612.704834
	Iteration 23Q: 3 clusters Score -777825.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -777908.562500 Penalty: 2612.704834
	Iteration 24Q: 3 clusters Score -777908.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -777996.000000 Penalty: 2612.704834
	Iteration 25Q: 3 clusters Score -777996 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -778078.500000 Penalty: 2612.704834
	Iteration 26Q: 3 clusters Score -778078.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -778151.187500 Penalty: 2612.704834
	Iteration 27Q: 3 clusters Score -778151.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -778204.187500 Penalty: 2612.704834
	Iteration 28Q: 3 clusters Score -778204.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -778245.375000 Penalty: 2612.704834
	Iteration 29Q: 3 clusters Score -778245.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -778286.937500 Penalty: 2612.704834
	Iteration 30Q: 3 clusters Score -778286.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -778327.187500 Penalty: 2612.704834
	Iteration 31Q: 3 clusters Score -778327.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -778347.062500 Penalty: 2612.704834
	Iteration 32Q: 3 clusters Score -778347.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -778362.750000 Penalty: 2612.704834
	Iteration 33Q: 3 clusters Score -778362.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -778372.437500 Penalty: 2612.704834
	Iteration 34Q: 3 clusters Score -778372.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -778384.875000 Penalty: 2612.704834
	Iteration 35Q: 3 clusters Score -778384.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -778395.250000 Penalty: 2612.704834
	Iteration 36Q: 3 clusters Score -778395.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -778407.812500 Penalty: 2612.704834
	Iteration 37Q: 3 clusters Score -778407.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -778419.187500 Penalty: 2612.704834
	Iteration 38Q: 3 clusters Score -778419.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -778428.625000 Penalty: 2612.704834
	Iteration 39Q: 3 clusters Score -778428.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -778435.125000 Penalty: 2612.704834
	Iteration 40F: 3 clusters Score -778435.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -778441.437500 Penalty: 2612.704834
	Iteration 41Q: 3 clusters Score -778441.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -778443.250000 Penalty: 2612.704834
	Iteration 42Q: 3 clusters Score -778443.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -778448.312500 Penalty: 2612.704834
	Iteration 43Q: 3 clusters Score -778448.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -778450.437500 Penalty: 2612.704834
	Iteration 44Q: 3 clusters Score -778450.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -778453.000000 Penalty: 2612.704834
	Iteration 45Q: 3 clusters Score -778453 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -778455.687500 Penalty: 2612.704834
	Iteration 46Q: 3 clusters Score -778455.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -778460.187500 Penalty: 2612.704834
	Iteration 47Q: 3 clusters Score -778460.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -778463.125000 Penalty: 2612.704834
	Iteration 48Q: 3 clusters Score -778463.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -778467.250000 Penalty: 2612.704834
	Iteration 49Q: 3 clusters Score -778467.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -778470.500000 Penalty: 2612.704834
	Iteration 50Q: 3 clusters Score -778470.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -778471.375000 Penalty: 2612.704834
	Iteration 51Q: 3 clusters Score -778471.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -778475.125000 Penalty: 2612.704834
	Iteration 52Q: 3 clusters Score -778475.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -778476.500000 Penalty: 2612.704834
	Iteration 53Q: 3 clusters Score -778476.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -778476.250000 Penalty: 2612.704834
	Iteration 54Q: 3 clusters Score -778476.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -778476.625000 Penalty: 2612.704834
	Iteration 55Q: 3 clusters Score -778476.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -778479.312500 Penalty: 2612.704834
	Iteration 56Q: 3 clusters Score -778479.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -778479.437500 Penalty: 2612.704834
	Iteration 57Q: 3 clusters Score -778479.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -778480.312500 Penalty: 2612.704834
	Iteration 58Q: 3 clusters Score -778480.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -778480.250000 Penalty: 2612.704834
	Iteration 59Q: 3 clusters Score -778480.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -778480.187500 Penalty: 2612.704834
	Iteration 60F: 3 clusters Score -778480.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -778482.062500 Penalty: 2612.704834
	Iteration 61Q: 3 clusters Score -778482.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -778484.187500 Penalty: 2612.704834
	Iteration 62Q: 3 clusters Score -778484.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -778484.187500 Penalty: 2612.704834
	Iteration 63F: 3 clusters Score -778484.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (40622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40622 members 
Entering Unmasked Estep 
Score: -4992911.000000 Penalty: 1579.075317
	Iteration 0F: 2 clusters Score -4992911 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -4966586.500000 Penalty: 3158.150635
	Iteration 0F: 3 clusters Score -4966586 nChanged 18534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19278 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -4976833.500000 Penalty: 3158.150635
	Iteration 1F: 3 clusters Score -4976834 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
Score: -4977349.000000 Penalty: 3158.150635
	Iteration 2Q: 3 clusters Score -4977349 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 22722 members 
Entering Unmasked Estep 
Score: -4977884.500000 Penalty: 3158.150635
	Iteration 3Q: 3 clusters Score -4977884 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 23835 members 
Entering Unmasked Estep 
Score: -4978526.500000 Penalty: 3158.150635
	Iteration 4Q: 3 clusters Score -4978526 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 25296 members 
Entering Unmasked Estep 
Score: -4979297.500000 Penalty: 3158.150635
	Iteration 5Q: 3 clusters Score -4979298 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 27223 members 
Entering Unmasked Estep 
Score: -4980433.000000 Penalty: 3158.150635
	Iteration 6F: 3 clusters Score -4980433 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 29711 members 
Entering Unmasked Estep 
Score: -4982178.500000 Penalty: 3158.150635
	Iteration 7F: 3 clusters Score -4982178 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 32708 members 
Entering Unmasked Estep 
Score: -4984661.000000 Penalty: 3158.150635
	Iteration 8F: 3 clusters Score -4984661 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 35643 members 
Entering Unmasked Estep 
Score: -4987294.000000 Penalty: 3158.150635
	Iteration 9F: 3 clusters Score -4987294 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 37921 members 
Entering Unmasked Estep 
Score: -4989449.500000 Penalty: 3158.150635
	Iteration 10F: 3 clusters Score -4989450 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 39207 members 
Entering Unmasked Estep 
Score: -4990628.000000 Penalty: 3158.150635
	Iteration 11Q: 3 clusters Score -4990628 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 39805 members 
Entering Unmasked Estep 
Score: -4991194.500000 Penalty: 3158.150635
	Iteration 12Q: 3 clusters Score -4991194 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 40049 members 
Entering Unmasked Estep 
Score: -4991404.500000 Penalty: 3158.150635
	Iteration 13Q: 3 clusters Score -4991404 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 40144 members 
Entering Unmasked Estep 
Score: -4991517.500000 Penalty: 3158.150635
	Iteration 14Q: 3 clusters Score -4991518 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 40182 members 
Entering Unmasked Estep 
Score: -4991563.500000 Penalty: 3158.150635
	Iteration 15Q: 3 clusters Score -4991564 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 40212 members 
Entering Unmasked Estep 
Score: -4991590.500000 Penalty: 3158.150635
	Iteration 16Q: 3 clusters Score -4991590 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 40231 members 
Entering Unmasked Estep 
Score: -4991622.500000 Penalty: 3158.150635
	Iteration 17Q: 3 clusters Score -4991622 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 40246 members 
Entering Unmasked Estep 
Score: -4991648.500000 Penalty: 3158.150635
	Iteration 18Q: 3 clusters Score -4991648 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 40257 members 
Entering Unmasked Estep 
Score: -4991665.500000 Penalty: 3158.150635
	Iteration 19Q: 3 clusters Score -4991666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 40260 members 
Entering Unmasked Estep 
Score: -4991675.000000 Penalty: 3158.150635
	Iteration 20F: 3 clusters Score -4991675 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 40257 members 
Entering Unmasked Estep 
Score: -4991675.500000 Penalty: 3158.150635
	Iteration 21Q: 3 clusters Score -4991676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 40255 members 
Entering Unmasked Estep 
Score: -4991678.000000 Penalty: 3158.150635
	Iteration 22Q: 3 clusters Score -4991678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 40255 members 
Entering Unmasked Estep 
Score: -4991678.000000 Penalty: 3158.150635
	Iteration 23F: 3 clusters Score -4991678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Entering Unmasked Estep 
Score: -492005.375000 Penalty: 1242.262451
	Iteration 0F: 2 clusters Score -492005.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -488865.812500 Penalty: 2484.524902
	Iteration 0F: 3 clusters Score -488865.8 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -489782.593750 Penalty: 2484.524902
	Iteration 1F: 3 clusters Score -489782.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -490014.343750 Penalty: 2484.524902
	Iteration 2F: 3 clusters Score -490014.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -490165.656250 Penalty: 2484.524902
	Iteration 3F: 3 clusters Score -490165.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -490260.406250 Penalty: 2484.524902
	Iteration 4Q: 3 clusters Score -490260.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -490321.906250 Penalty: 2484.524902
	Iteration 5Q: 3 clusters Score -490321.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -490384.781250 Penalty: 2484.524902
	Iteration 6Q: 3 clusters Score -490384.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -490445.625000 Penalty: 2484.524902
	Iteration 7Q: 3 clusters Score -490445.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -490487.656250 Penalty: 2484.524902
	Iteration 8Q: 3 clusters Score -490487.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -490524.062500 Penalty: 2484.524902
	Iteration 9Q: 3 clusters Score -490524.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -490561.968750 Penalty: 2484.524902
	Iteration 10Q: 3 clusters Score -490562 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -490597.156250 Penalty: 2484.524902
	Iteration 11Q: 3 clusters Score -490597.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -490635.625000 Penalty: 2484.524902
	Iteration 12Q: 3 clusters Score -490635.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -490674.093750 Penalty: 2484.524902
	Iteration 13Q: 3 clusters Score -490674.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -490712.875000 Penalty: 2484.524902
	Iteration 14Q: 3 clusters Score -490712.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -490764.000000 Penalty: 2484.524902
	Iteration 15Q: 3 clusters Score -490764 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -490811.281250 Penalty: 2484.524902
	Iteration 16Q: 3 clusters Score -490811.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -490865.937500 Penalty: 2484.524902
	Iteration 17Q: 3 clusters Score -490865.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -490924.875000 Penalty: 2484.524902
	Iteration 18Q: 3 clusters Score -490924.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -490969.250000 Penalty: 2484.524902
	Iteration 19Q: 3 clusters Score -490969.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -491018.375000 Penalty: 2484.524902
	Iteration 20F: 3 clusters Score -491018.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -491079.718750 Penalty: 2484.524902
	Iteration 21Q: 3 clusters Score -491079.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -491148.375000 Penalty: 2484.524902
	Iteration 22Q: 3 clusters Score -491148.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -491215.781250 Penalty: 2484.524902
	Iteration 23Q: 3 clusters Score -491215.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -491266.375000 Penalty: 2484.524902
	Iteration 24Q: 3 clusters Score -491266.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -491309.062500 Penalty: 2484.524902
	Iteration 25Q: 3 clusters Score -491309.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -491356.656250 Penalty: 2484.524902
	Iteration 26Q: 3 clusters Score -491356.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -491392.093750 Penalty: 2484.524902
	Iteration 27Q: 3 clusters Score -491392.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -491426.125000 Penalty: 2484.524902
	Iteration 28Q: 3 clusters Score -491426.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -491466.812500 Penalty: 2484.524902
	Iteration 29Q: 3 clusters Score -491466.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -491486.593750 Penalty: 2484.524902
	Iteration 30Q: 3 clusters Score -491486.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -491501.906250 Penalty: 2484.524902
	Iteration 31Q: 3 clusters Score -491501.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -491514.875000 Penalty: 2484.524902
	Iteration 32Q: 3 clusters Score -491514.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -491523.687500 Penalty: 2484.524902
	Iteration 33Q: 3 clusters Score -491523.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -491528.562500 Penalty: 2484.524902
	Iteration 34Q: 3 clusters Score -491528.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -491537.000000 Penalty: 2484.524902
	Iteration 35Q: 3 clusters Score -491537 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -491545.343750 Penalty: 2484.524902
	Iteration 36Q: 3 clusters Score -491545.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -491556.625000 Penalty: 2484.524902
	Iteration 37Q: 3 clusters Score -491556.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -491566.218750 Penalty: 2484.524902
	Iteration 38Q: 3 clusters Score -491566.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -491572.718750 Penalty: 2484.524902
	Iteration 39Q: 3 clusters Score -491572.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -491579.406250 Penalty: 2484.524902
	Iteration 40F: 3 clusters Score -491579.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -491584.406250 Penalty: 2484.524902
	Iteration 41Q: 3 clusters Score -491584.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -491590.281250 Penalty: 2484.524902
	Iteration 42Q: 3 clusters Score -491590.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -491592.062500 Penalty: 2484.524902
	Iteration 43Q: 3 clusters Score -491592.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -491593.250000 Penalty: 2484.524902
	Iteration 44Q: 3 clusters Score -491593.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -491593.562500 Penalty: 2484.524902
	Iteration 45Q: 3 clusters Score -491593.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -491594.156250 Penalty: 2484.524902
	Iteration 46Q: 3 clusters Score -491594.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -491595.625000 Penalty: 2484.524902
	Iteration 47Q: 3 clusters Score -491595.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -491595.625000 Penalty: 2484.524902
	Iteration 48F: 3 clusters Score -491595.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (70082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70082 members 
Entering Unmasked Estep 
Score: -8809600.000000 Penalty: 1660.224243
	Iteration 0F: 2 clusters Score -8809600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34984 members 
Mstep: Class 2 contains 35098 members 
Entering Unmasked Estep 
Score: -8766785.000000 Penalty: 3320.448486
	Iteration 0F: 3 clusters Score -8766785 nChanged 32647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33997 members 
Mstep: Class 2 contains 36085 members 
Entering Unmasked Estep 
Score: -8785050.000000 Penalty: 3320.448486
	Iteration 1F: 3 clusters Score -8785050 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33192 members 
Mstep: Class 2 contains 36890 members 
Entering Unmasked Estep 
Score: -8785742.000000 Penalty: 3320.448486
	Iteration 2Q: 3 clusters Score -8785742 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31993 members 
Mstep: Class 2 contains 38089 members 
Entering Unmasked Estep 
Score: -8786590.000000 Penalty: 3320.448486
	Iteration 3Q: 3 clusters Score -8786590 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30232 members 
Mstep: Class 2 contains 39850 members 
Entering Unmasked Estep 
Score: -8787742.000000 Penalty: 3320.448486
	Iteration 4Q: 3 clusters Score -8787742 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27704 members 
Mstep: Class 2 contains 42378 members 
Entering Unmasked Estep 
Score: -8789360.000000 Penalty: 3320.448486
	Iteration 5F: 3 clusters Score -8789360 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 45635 members 
Entering Unmasked Estep 
Score: -8791899.000000 Penalty: 3320.448486
	Iteration 6F: 3 clusters Score -8791899 nChanged 5158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20621 members 
Mstep: Class 2 contains 49461 members 
Entering Unmasked Estep 
Score: -8795244.000000 Penalty: 3320.448486
	Iteration 7F: 3 clusters Score -8795244 nChanged 5126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 53389 members 
Entering Unmasked Estep 
Score: -8798897.000000 Penalty: 3320.448486
	Iteration 8F: 3 clusters Score -8798897 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 56519 members 
Entering Unmasked Estep 
Score: -8802145.000000 Penalty: 3320.448486
	Iteration 9F: 3 clusters Score -8802145 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 58545 members 
Entering Unmasked Estep 
Score: -8804997.000000 Penalty: 3320.448486
	Iteration 10Q: 3 clusters Score -8804997 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 59556 members 
Entering Unmasked Estep 
Score: -8806915.000000 Penalty: 3320.448486
	Iteration 11Q: 3 clusters Score -8806915 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 59910 members 
Entering Unmasked Estep 
Score: -8807856.000000 Penalty: 3320.448486
	Iteration 12Q: 3 clusters Score -8807856 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 60135 members 
Entering Unmasked Estep 
Score: -8808289.000000 Penalty: 3320.448486
	Iteration 13Q: 3 clusters Score -8808289 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 60305 members 
Entering Unmasked Estep 
Score: -8808551.000000 Penalty: 3320.448486
	Iteration 14Q: 3 clusters Score -8808551 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 60433 members 
Entering Unmasked Estep 
Score: -8808727.000000 Penalty: 3320.448486
	Iteration 15Q: 3 clusters Score -8808727 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 60560 members 
Entering Unmasked Estep 
Score: -8808891.000000 Penalty: 3320.448486
	Iteration 16Q: 3 clusters Score -8808891 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 60670 members 
Entering Unmasked Estep 
Score: -8808958.000000 Penalty: 3320.448486
	Iteration 17Q: 3 clusters Score -8808958 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 60760 members 
Entering Unmasked Estep 
Score: -8808997.000000 Penalty: 3320.448486
	Iteration 18Q: 3 clusters Score -8808997 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 60861 members 
Entering Unmasked Estep 
Score: -8809025.000000 Penalty: 3320.448486
	Iteration 19Q: 3 clusters Score -8809025 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 60943 members 
Entering Unmasked Estep 
Score: -8809091.000000 Penalty: 3320.448486
	Iteration 20F: 3 clusters Score -8809091 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 61021 members 
Entering Unmasked Estep 
Score: -8809144.000000 Penalty: 3320.448486
	Iteration 21Q: 3 clusters Score -8809144 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 61097 members 
Entering Unmasked Estep 
Score: -8809155.000000 Penalty: 3320.448486
	Iteration 22Q: 3 clusters Score -8809155 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 61158 members 
Entering Unmasked Estep 
Score: -8809157.000000 Penalty: 3320.448486
	Iteration 23Q: 3 clusters Score -8809157 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 61214 members 
Entering Unmasked Estep 
Score: -8809161.000000 Penalty: 3320.448486
	Iteration 24Q: 3 clusters Score -8809161 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 61270 members 
Entering Unmasked Estep 
Score: -8809183.000000 Penalty: 3320.448486
	Iteration 25Q: 3 clusters Score -8809183 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 61315 members 
Entering Unmasked Estep 
Score: -8809188.000000 Penalty: 3320.448486
	Iteration 26Q: 3 clusters Score -8809188 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 61353 members 
Entering Unmasked Estep 
Score: -8809199.000000 Penalty: 3320.448486
	Iteration 27Q: 3 clusters Score -8809199 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 61400 members 
Entering Unmasked Estep 
Score: -8809189.000000 Penalty: 3320.448486
	Iteration 28Q: 3 clusters Score -8809189 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 61432 members 
Entering Unmasked Estep 
Score: -8809207.000000 Penalty: 3320.448486
	Iteration 29Q: 3 clusters Score -8809207 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 61461 members 
Entering Unmasked Estep 
Score: -8809200.000000 Penalty: 3320.448486
	Iteration 30Q: 3 clusters Score -8809200 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 61483 members 
Entering Unmasked Estep 
Score: -8809207.000000 Penalty: 3320.448486
	Iteration 31Q: 3 clusters Score -8809207 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 61507 members 
Entering Unmasked Estep 
Score: -8809196.000000 Penalty: 3320.448486
	Iteration 32Q: 3 clusters Score -8809196 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 61522 members 
Entering Unmasked Estep 
Score: -8809205.000000 Penalty: 3320.448486
	Iteration 33Q: 3 clusters Score -8809205 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 61544 members 
Entering Unmasked Estep 
Score: -8809213.000000 Penalty: 3320.448486
	Iteration 34Q: 3 clusters Score -8809213 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 61565 members 
Entering Unmasked Estep 
Score: -8809209.000000 Penalty: 3320.448486
	Iteration 35Q: 3 clusters Score -8809209 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 61593 members 
Entering Unmasked Estep 
Score: -8809197.000000 Penalty: 3320.448486
	Iteration 36Q: 3 clusters Score -8809197 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 61620 members 
Entering Unmasked Estep 
Score: -8809190.000000 Penalty: 3320.448486
	Iteration 37Q: 3 clusters Score -8809190 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 61640 members 
Entering Unmasked Estep 
Score: -8809190.000000 Penalty: 3320.448486
	Iteration 38Q: 3 clusters Score -8809190 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 61660 members 
Entering Unmasked Estep 
Score: -8809193.000000 Penalty: 3320.448486
	Iteration 39Q: 3 clusters Score -8809193 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 61679 members 
Entering Unmasked Estep 
Score: -8809201.000000 Penalty: 3320.448486
	Iteration 40F: 3 clusters Score -8809201 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 61694 members 
Entering Unmasked Estep 
Score: -8809188.000000 Penalty: 3320.448486
	Iteration 41Q: 3 clusters Score -8809188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 61700 members 
Entering Unmasked Estep 
Score: -8809197.000000 Penalty: 3320.448486
	Iteration 42Q: 3 clusters Score -8809197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 61706 members 
Entering Unmasked Estep 
Score: -8809201.000000 Penalty: 3320.448486
	Iteration 43Q: 3 clusters Score -8809201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 61710 members 
Entering Unmasked Estep 
Score: -8809195.000000 Penalty: 3320.448486
	Iteration 44Q: 3 clusters Score -8809195 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 61719 members 
Entering Unmasked Estep 
Score: -8809201.000000 Penalty: 3320.448486
	Iteration 45Q: 3 clusters Score -8809201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 61726 members 
Entering Unmasked Estep 
Score: -8809212.000000 Penalty: 3320.448486
	Iteration 46Q: 3 clusters Score -8809212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 61728 members 
Entering Unmasked Estep 
Score: -8809212.000000 Penalty: 3320.448486
	Iteration 47Q: 3 clusters Score -8809212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 61734 members 
Entering Unmasked Estep 
Score: -8809215.000000 Penalty: 3320.448486
	Iteration 48Q: 3 clusters Score -8809215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 61736 members 
Entering Unmasked Estep 
Score: -8809209.000000 Penalty: 3320.448486
	Iteration 49Q: 3 clusters Score -8809209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 61742 members 
Entering Unmasked Estep 
Score: -8809209.000000 Penalty: 3320.448486
	Iteration 50Q: 3 clusters Score -8809209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 61747 members 
Entering Unmasked Estep 
Score: -8809208.000000 Penalty: 3320.448486
	Iteration 51Q: 3 clusters Score -8809208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 61751 members 
Entering Unmasked Estep 
Score: -8809204.000000 Penalty: 3320.448486
	Iteration 52Q: 3 clusters Score -8809204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 61756 members 
Entering Unmasked Estep 
Score: -8809210.000000 Penalty: 3320.448486
	Iteration 53Q: 3 clusters Score -8809210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 61759 members 
Entering Unmasked Estep 
Score: -8809212.000000 Penalty: 3320.448486
	Iteration 54Q: 3 clusters Score -8809212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 61762 members 
Entering Unmasked Estep 
Score: -8809215.000000 Penalty: 3320.448486
	Iteration 55Q: 3 clusters Score -8809215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 61767 members 
Entering Unmasked Estep 
Score: -8809217.000000 Penalty: 3320.448486
	Iteration 56Q: 3 clusters Score -8809217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 61773 members 
Entering Unmasked Estep 
Score: -8809227.000000 Penalty: 3320.448486
	Iteration 57Q: 3 clusters Score -8809227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 61777 members 
Entering Unmasked Estep 
Score: -8809227.000000 Penalty: 3320.448486
	Iteration 58Q: 3 clusters Score -8809227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 61781 members 
Entering Unmasked Estep 
Score: -8809224.000000 Penalty: 3320.448486
	Iteration 59Q: 3 clusters Score -8809224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 61782 members 
Entering Unmasked Estep 
Score: -8809228.000000 Penalty: 3320.448486
	Iteration 60F: 3 clusters Score -8809228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (11630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Entering Unmasked Estep 
Score: -1389819.750000 Penalty: 1392.967896
	Iteration 0F: 2 clusters Score -1389820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -1382054.625000 Penalty: 2785.935791
	Iteration 0F: 3 clusters Score -1382055 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1384763.500000 Penalty: 2785.935791
	Iteration 1F: 3 clusters Score -1384764 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1385289.125000 Penalty: 2785.935791
	Iteration 2F: 3 clusters Score -1385289 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1385906.750000 Penalty: 2785.935791
	Iteration 3F: 3 clusters Score -1385907 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1386645.375000 Penalty: 2785.935791
	Iteration 4F: 3 clusters Score -1386645 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1387443.000000 Penalty: 2785.935791
	Iteration 5F: 3 clusters Score -1387443 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1388052.000000 Penalty: 2785.935791
	Iteration 6F: 3 clusters Score -1388052 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1388514.125000 Penalty: 2785.935791
	Iteration 7Q: 3 clusters Score -1388514 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1388884.875000 Penalty: 2785.935791
	Iteration 8Q: 3 clusters Score -1388885 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1389146.750000 Penalty: 2785.935791
	Iteration 9Q: 3 clusters Score -1389147 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1389345.000000 Penalty: 2785.935791
	Iteration 10Q: 3 clusters Score -1389345 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -1389484.250000 Penalty: 2785.935791
	Iteration 11Q: 3 clusters Score -1389484 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1389604.375000 Penalty: 2785.935791
	Iteration 12Q: 3 clusters Score -1389604 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1389685.750000 Penalty: 2785.935791
	Iteration 13Q: 3 clusters Score -1389686 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1389722.500000 Penalty: 2785.935791
	Iteration 14Q: 3 clusters Score -1389722 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1389745.625000 Penalty: 2785.935791
	Iteration 15Q: 3 clusters Score -1389746 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1389759.000000 Penalty: 2785.935791
	Iteration 16Q: 3 clusters Score -1389759 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1389769.375000 Penalty: 2785.935791
	Iteration 17Q: 3 clusters Score -1389769 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -1389773.750000 Penalty: 2785.935791
	Iteration 18Q: 3 clusters Score -1389774 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1389781.125000 Penalty: 2785.935791
	Iteration 19Q: 3 clusters Score -1389781 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1389782.625000 Penalty: 2785.935791
	Iteration 20F: 3 clusters Score -1389783 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1389781.125000 Penalty: 2785.935791
	Iteration 21Q: 3 clusters Score -1389781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1389782.750000 Penalty: 2785.935791
	Iteration 22Q: 3 clusters Score -1389783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1389783.250000 Penalty: 2785.935791
	Iteration 23Q: 3 clusters Score -1389783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1389784.625000 Penalty: 2785.935791
	Iteration 24Q: 3 clusters Score -1389785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1389785.500000 Penalty: 2785.935791
	Iteration 25Q: 3 clusters Score -1389786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1389788.750000 Penalty: 2785.935791
	Iteration 26Q: 3 clusters Score -1389789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1389791.625000 Penalty: 2785.935791
	Iteration 27Q: 3 clusters Score -1389792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -1389792.375000 Penalty: 2785.935791
	Iteration 28Q: 3 clusters Score -1389792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1389793.625000 Penalty: 2785.935791
	Iteration 29Q: 3 clusters Score -1389794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -1389793.375000 Penalty: 2785.935791
	Iteration 30Q: 3 clusters Score -1389793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1389794.625000 Penalty: 2785.935791
	Iteration 31Q: 3 clusters Score -1389795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -1389795.625000 Penalty: 2785.935791
	Iteration 32Q: 3 clusters Score -1389796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -1389796.250000 Penalty: 2785.935791
	Iteration 33Q: 3 clusters Score -1389796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -1389797.375000 Penalty: 2785.935791
	Iteration 34Q: 3 clusters Score -1389797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -1389797.000000 Penalty: 2785.935791
	Iteration 35Q: 3 clusters Score -1389797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -1389797.000000 Penalty: 2785.935791
	Iteration 36F: 3 clusters Score -1389797 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Entering Unmasked Estep 
Score: -37316.703125 Penalty: 863.804077
	Iteration 0F: 2 clusters Score -37316.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -36600.593750 Penalty: 1727.608154
	Iteration 0F: 3 clusters Score -36600.59 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -36725.144531 Penalty: 1727.608154
	Iteration 1F: 3 clusters Score -36725.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -36798.421875 Penalty: 1727.608154
	Iteration 2Q: 3 clusters Score -36798.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -36819.835938 Penalty: 1727.608154
	Iteration 3Q: 3 clusters Score -36819.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -36835.011719 Penalty: 1727.608154
	Iteration 4Q: 3 clusters Score -36835.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -36843.871094 Penalty: 1727.608154
	Iteration 5Q: 3 clusters Score -36843.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -36850.273438 Penalty: 1727.608154
	Iteration 6Q: 3 clusters Score -36850.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -36870.414062 Penalty: 1727.608154
	Iteration 7Q: 3 clusters Score -36870.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -36930.960938 Penalty: 1727.608154
	Iteration 8Q: 3 clusters Score -36930.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -36941.085938 Penalty: 1727.608154
	Iteration 9Q: 3 clusters Score -36941.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -36955.886719 Penalty: 1727.608154
	Iteration 10Q: 3 clusters Score -36955.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -36961.214844 Penalty: 1727.608154
	Iteration 11Q: 3 clusters Score -36961.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -36979.281250 Penalty: 1727.608154
	Iteration 12Q: 3 clusters Score -36979.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -36999.265625 Penalty: 1727.608154
	Iteration 13Q: 3 clusters Score -36999.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -37016.734375 Penalty: 1727.608154
	Iteration 14Q: 3 clusters Score -37016.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -37026.066406 Penalty: 1727.608154
	Iteration 15Q: 3 clusters Score -37026.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -37032.562500 Penalty: 1727.608154
	Iteration 16Q: 3 clusters Score -37032.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -37034.546875 Penalty: 1727.608154
	Iteration 17Q: 3 clusters Score -37034.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -37039.191406 Penalty: 1727.608154
	Iteration 18Q: 3 clusters Score -37039.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -37039.191406 Penalty: 1727.608154
	Iteration 19F: 3 clusters Score -37039.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (33860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33860 members 
Entering Unmasked Estep 
Score: -4286432.000000 Penalty: 1551.982544
	Iteration 0F: 2 clusters Score -4286432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -4264370.000000 Penalty: 3103.965088
	Iteration 0F: 3 clusters Score -4264370 nChanged 15335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -4272788.000000 Penalty: 3103.965088
	Iteration 1F: 3 clusters Score -4272788 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -4273347.500000 Penalty: 3103.965088
	Iteration 2Q: 3 clusters Score -4273348 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -4274013.000000 Penalty: 3103.965088
	Iteration 3Q: 3 clusters Score -4274013 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -4274932.500000 Penalty: 3103.965088
	Iteration 4F: 3 clusters Score -4274932 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23297 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -4276165.500000 Penalty: 3103.965088
	Iteration 5F: 3 clusters Score -4276166 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25472 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -4277806.500000 Penalty: 3103.965088
	Iteration 6F: 3 clusters Score -4277806 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27772 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -4279722.000000 Penalty: 3103.965088
	Iteration 7F: 3 clusters Score -4279722 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29964 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -4281686.500000 Penalty: 3103.965088
	Iteration 8F: 3 clusters Score -4281686 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31600 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -4283150.000000 Penalty: 3103.965088
	Iteration 9Q: 3 clusters Score -4283150 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32640 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -4284128.500000 Penalty: 3103.965088
	Iteration 10Q: 3 clusters Score -4284128 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33174 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -4284624.500000 Penalty: 3103.965088
	Iteration 11Q: 3 clusters Score -4284624 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33392 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -4284854.500000 Penalty: 3103.965088
	Iteration 12Q: 3 clusters Score -4284854 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33483 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -4284961.500000 Penalty: 3103.965088
	Iteration 13Q: 3 clusters Score -4284962 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33525 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -4285021.000000 Penalty: 3103.965088
	Iteration 14Q: 3 clusters Score -4285021 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33547 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -4285057.000000 Penalty: 3103.965088
	Iteration 15Q: 3 clusters Score -4285057 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33568 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -4285084.500000 Penalty: 3103.965088
	Iteration 16Q: 3 clusters Score -4285084 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33579 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -4285108.500000 Penalty: 3103.965088
	Iteration 17Q: 3 clusters Score -4285108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33584 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -4285119.000000 Penalty: 3103.965088
	Iteration 18Q: 3 clusters Score -4285119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33589 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -4285128.500000 Penalty: 3103.965088
	Iteration 19Q: 3 clusters Score -4285128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33593 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -4285131.000000 Penalty: 3103.965088
	Iteration 20F: 3 clusters Score -4285131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33595 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -4285137.000000 Penalty: 3103.965088
	Iteration 21Q: 3 clusters Score -4285137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33594 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -4285132.000000 Penalty: 3103.965088
	Iteration 22Q: 3 clusters Score -4285132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33594 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -4285132.000000 Penalty: 3103.965088
	Iteration 23F: 3 clusters Score -4285132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Entering Unmasked Estep 
Score: -1354498.375000 Penalty: 1386.576050
	Iteration 0F: 2 clusters Score -1354498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1347035.500000 Penalty: 2773.152100
	Iteration 0F: 3 clusters Score -1347036 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1349588.500000 Penalty: 2773.152100
	Iteration 1F: 3 clusters Score -1349588 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1349950.125000 Penalty: 2773.152100
	Iteration 2F: 3 clusters Score -1349950 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1350179.250000 Penalty: 2773.152100
	Iteration 3F: 3 clusters Score -1350179 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1350362.000000 Penalty: 2773.152100
	Iteration 4Q: 3 clusters Score -1350362 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1350520.125000 Penalty: 2773.152100
	Iteration 5Q: 3 clusters Score -1350520 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1350661.250000 Penalty: 2773.152100
	Iteration 6Q: 3 clusters Score -1350661 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1350816.250000 Penalty: 2773.152100
	Iteration 7Q: 3 clusters Score -1350816 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1350987.000000 Penalty: 2773.152100
	Iteration 8Q: 3 clusters Score -1350987 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1351215.125000 Penalty: 2773.152100
	Iteration 9Q: 3 clusters Score -1351215 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1351482.375000 Penalty: 2773.152100
	Iteration 10Q: 3 clusters Score -1351482 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1351764.875000 Penalty: 2773.152100
	Iteration 11Q: 3 clusters Score -1351765 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1352064.000000 Penalty: 2773.152100
	Iteration 12Q: 3 clusters Score -1352064 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1352366.250000 Penalty: 2773.152100
	Iteration 13Q: 3 clusters Score -1352366 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1352552.625000 Penalty: 2773.152100
	Iteration 14Q: 3 clusters Score -1352553 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1352685.375000 Penalty: 2773.152100
	Iteration 15Q: 3 clusters Score -1352685 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1352764.875000 Penalty: 2773.152100
	Iteration 16Q: 3 clusters Score -1352765 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1352829.125000 Penalty: 2773.152100
	Iteration 17Q: 3 clusters Score -1352829 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1352872.875000 Penalty: 2773.152100
	Iteration 18Q: 3 clusters Score -1352873 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1352910.750000 Penalty: 2773.152100
	Iteration 19Q: 3 clusters Score -1352911 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1352942.125000 Penalty: 2773.152100
	Iteration 20F: 3 clusters Score -1352942 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1352978.250000 Penalty: 2773.152100
	Iteration 21Q: 3 clusters Score -1352978 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1353004.375000 Penalty: 2773.152100
	Iteration 22Q: 3 clusters Score -1353004 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -1353027.875000 Penalty: 2773.152100
	Iteration 23Q: 3 clusters Score -1353028 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1353049.875000 Penalty: 2773.152100
	Iteration 24Q: 3 clusters Score -1353050 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1353074.250000 Penalty: 2773.152100
	Iteration 25Q: 3 clusters Score -1353074 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1353092.000000 Penalty: 2773.152100
	Iteration 26Q: 3 clusters Score -1353092 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1353107.875000 Penalty: 2773.152100
	Iteration 27Q: 3 clusters Score -1353108 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1353123.625000 Penalty: 2773.152100
	Iteration 28Q: 3 clusters Score -1353124 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1353139.750000 Penalty: 2773.152100
	Iteration 29Q: 3 clusters Score -1353140 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1353154.875000 Penalty: 2773.152100
	Iteration 30Q: 3 clusters Score -1353155 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1353169.125000 Penalty: 2773.152100
	Iteration 31Q: 3 clusters Score -1353169 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1353174.750000 Penalty: 2773.152100
	Iteration 32Q: 3 clusters Score -1353175 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1353189.000000 Penalty: 2773.152100
	Iteration 33Q: 3 clusters Score -1353189 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1353194.125000 Penalty: 2773.152100
	Iteration 34Q: 3 clusters Score -1353194 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1353203.375000 Penalty: 2773.152100
	Iteration 35Q: 3 clusters Score -1353203 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1353211.375000 Penalty: 2773.152100
	Iteration 36Q: 3 clusters Score -1353211 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1353215.500000 Penalty: 2773.152100
	Iteration 37Q: 3 clusters Score -1353216 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1353222.125000 Penalty: 2773.152100
	Iteration 38Q: 3 clusters Score -1353222 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1353227.875000 Penalty: 2773.152100
	Iteration 39Q: 3 clusters Score -1353228 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1353232.500000 Penalty: 2773.152100
	Iteration 40F: 3 clusters Score -1353232 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1353240.500000 Penalty: 2773.152100
	Iteration 41Q: 3 clusters Score -1353240 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1353242.500000 Penalty: 2773.152100
	Iteration 42Q: 3 clusters Score -1353242 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1353246.125000 Penalty: 2773.152100
	Iteration 43Q: 3 clusters Score -1353246 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1353249.375000 Penalty: 2773.152100
	Iteration 44Q: 3 clusters Score -1353249 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1353255.375000 Penalty: 2773.152100
	Iteration 45Q: 3 clusters Score -1353255 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1353261.500000 Penalty: 2773.152100
	Iteration 46Q: 3 clusters Score -1353262 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1353268.000000 Penalty: 2773.152100
	Iteration 47Q: 3 clusters Score -1353268 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1353268.625000 Penalty: 2773.152100
	Iteration 48Q: 3 clusters Score -1353269 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1353274.500000 Penalty: 2773.152100
	Iteration 49Q: 3 clusters Score -1353274 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1353282.625000 Penalty: 2773.152100
	Iteration 50Q: 3 clusters Score -1353283 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1353282.500000 Penalty: 2773.152100
	Iteration 51Q: 3 clusters Score -1353282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1353280.750000 Penalty: 2773.152100
	Iteration 52Q: 3 clusters Score -1353281 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1353281.625000 Penalty: 2773.152100
	Iteration 53Q: 3 clusters Score -1353282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1353284.875000 Penalty: 2773.152100
	Iteration 54Q: 3 clusters Score -1353285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1353285.250000 Penalty: 2773.152100
	Iteration 55Q: 3 clusters Score -1353285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1353281.750000 Penalty: 2773.152100
	Iteration 56Q: 3 clusters Score -1353282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1353283.250000 Penalty: 2773.152100
	Iteration 57Q: 3 clusters Score -1353283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1353285.125000 Penalty: 2773.152100
	Iteration 58Q: 3 clusters Score -1353285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1353286.625000 Penalty: 2773.152100
	Iteration 59Q: 3 clusters Score -1353287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1353286.000000 Penalty: 2773.152100
	Iteration 60F: 3 clusters Score -1353286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1353287.000000 Penalty: 2773.152100
	Iteration 61Q: 3 clusters Score -1353287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1353288.125000 Penalty: 2773.152100
	Iteration 62Q: 3 clusters Score -1353288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1353288.375000 Penalty: 2773.152100
	Iteration 63Q: 3 clusters Score -1353288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1353288.875000 Penalty: 2773.152100
	Iteration 64Q: 3 clusters Score -1353289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1353289.125000 Penalty: 2773.152100
	Iteration 65Q: 3 clusters Score -1353289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1353290.625000 Penalty: 2773.152100
	Iteration 66Q: 3 clusters Score -1353291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1353290.625000 Penalty: 2773.152100
	Iteration 67F: 3 clusters Score -1353291 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (26328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26328 members 
Entering Unmasked Estep 
Score: -3292128.500000 Penalty: 1514.544312
	Iteration 0F: 2 clusters Score -3292128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -3274977.750000 Penalty: 3029.088623
	Iteration 0F: 3 clusters Score -3274978 nChanged 11693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -3281417.750000 Penalty: 3029.088623
	Iteration 1F: 3 clusters Score -3281418 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -3281874.750000 Penalty: 3029.088623
	Iteration 2F: 3 clusters Score -3281875 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -3282348.250000 Penalty: 3029.088623
	Iteration 3Q: 3 clusters Score -3282348 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -3282869.000000 Penalty: 3029.088623
	Iteration 4Q: 3 clusters Score -3282869 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -3283632.750000 Penalty: 3029.088623
	Iteration 5F: 3 clusters Score -3283633 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -3284775.500000 Penalty: 3029.088623
	Iteration 6F: 3 clusters Score -3284776 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21624 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -3286329.250000 Penalty: 3029.088623
	Iteration 7F: 3 clusters Score -3286329 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23406 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -3288035.750000 Penalty: 3029.088623
	Iteration 8F: 3 clusters Score -3288036 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24853 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -3289490.250000 Penalty: 3029.088623
	Iteration 9F: 3 clusters Score -3289490 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25639 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3290299.500000 Penalty: 3029.088623
	Iteration 10Q: 3 clusters Score -3290300 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25952 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -3290655.250000 Penalty: 3029.088623
	Iteration 11Q: 3 clusters Score -3290655 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26054 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -3290805.500000 Penalty: 3029.088623
	Iteration 12Q: 3 clusters Score -3290806 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26090 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -3290871.750000 Penalty: 3029.088623
	Iteration 13Q: 3 clusters Score -3290872 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26106 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -3290908.250000 Penalty: 3029.088623
	Iteration 14Q: 3 clusters Score -3290908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26118 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -3290923.750000 Penalty: 3029.088623
	Iteration 15Q: 3 clusters Score -3290924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26123 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -3290926.250000 Penalty: 3029.088623
	Iteration 16Q: 3 clusters Score -3290926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -3290932.500000 Penalty: 3029.088623
	Iteration 17Q: 3 clusters Score -3290932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26128 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -3290933.500000 Penalty: 3029.088623
	Iteration 18Q: 3 clusters Score -3290934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26128 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -3290933.500000 Penalty: 3029.088623
	Iteration 19F: 3 clusters Score -3290934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Entering Unmasked Estep 
Score: -288307.843750 Penalty: 1159.440063
	Iteration 0F: 2 clusters Score -288307.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -286186.750000 Penalty: 2318.880127
	Iteration 0F: 3 clusters Score -286186.8 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -286720.656250 Penalty: 2318.880127
	Iteration 1F: 3 clusters Score -286720.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -286841.406250 Penalty: 2318.880127
	Iteration 2F: 3 clusters Score -286841.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -286895.406250 Penalty: 2318.880127
	Iteration 3Q: 3 clusters Score -286895.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -286935.312500 Penalty: 2318.880127
	Iteration 4Q: 3 clusters Score -286935.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -286962.531250 Penalty: 2318.880127
	Iteration 5Q: 3 clusters Score -286962.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -286979.656250 Penalty: 2318.880127
	Iteration 6Q: 3 clusters Score -286979.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -286994.531250 Penalty: 2318.880127
	Iteration 7Q: 3 clusters Score -286994.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -287007.968750 Penalty: 2318.880127
	Iteration 8Q: 3 clusters Score -287008 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -287019.906250 Penalty: 2318.880127
	Iteration 9Q: 3 clusters Score -287019.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -287026.875000 Penalty: 2318.880127
	Iteration 10Q: 3 clusters Score -287026.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -287028.031250 Penalty: 2318.880127
	Iteration 11Q: 3 clusters Score -287028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -287030.250000 Penalty: 2318.880127
	Iteration 12Q: 3 clusters Score -287030.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -287032.968750 Penalty: 2318.880127
	Iteration 13Q: 3 clusters Score -287033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -287033.875000 Penalty: 2318.880127
	Iteration 14Q: 3 clusters Score -287033.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -287034.062500 Penalty: 2318.880127
	Iteration 15Q: 3 clusters Score -287034.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -287034.843750 Penalty: 2318.880127
	Iteration 16Q: 3 clusters Score -287034.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -287035.000000 Penalty: 2318.880127
	Iteration 17Q: 3 clusters Score -287035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -287037.093750 Penalty: 2318.880127
	Iteration 18Q: 3 clusters Score -287037.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -287041.343750 Penalty: 2318.880127
	Iteration 19Q: 3 clusters Score -287041.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -287044.937500 Penalty: 2318.880127
	Iteration 20F: 3 clusters Score -287044.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -287046.750000 Penalty: 2318.880127
	Iteration 21Q: 3 clusters Score -287046.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -287047.437500 Penalty: 2318.880127
	Iteration 22Q: 3 clusters Score -287047.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -287048.250000 Penalty: 2318.880127
	Iteration 23Q: 3 clusters Score -287048.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -287048.406250 Penalty: 2318.880127
	Iteration 24Q: 3 clusters Score -287048.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -287049.093750 Penalty: 2318.880127
	Iteration 25Q: 3 clusters Score -287049.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -287050.250000 Penalty: 2318.880127
	Iteration 26Q: 3 clusters Score -287050.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -287051.000000 Penalty: 2318.880127
	Iteration 27Q: 3 clusters Score -287051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -287052.000000 Penalty: 2318.880127
	Iteration 28Q: 3 clusters Score -287052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -287051.906250 Penalty: 2318.880127
	Iteration 29Q: 3 clusters Score -287051.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -287051.906250 Penalty: 2318.880127
	Iteration 30F: 3 clusters Score -287051.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (25586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25586 members 
Entering Unmasked Estep 
Score: -2990549.750000 Penalty: 1510.290283
	Iteration 0F: 2 clusters Score -2990550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -2973901.000000 Penalty: 3020.580566
	Iteration 0F: 3 clusters Score -2973901 nChanged 11394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -2980103.000000 Penalty: 3020.580566
	Iteration 1F: 3 clusters Score -2980103 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -2980564.000000 Penalty: 3020.580566
	Iteration 2F: 3 clusters Score -2980564 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -2980981.250000 Penalty: 3020.580566
	Iteration 3Q: 3 clusters Score -2980981 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -2981311.000000 Penalty: 3020.580566
	Iteration 4Q: 3 clusters Score -2981311 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -2981715.750000 Penalty: 3020.580566
	Iteration 5Q: 3 clusters Score -2981716 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -2982062.250000 Penalty: 3020.580566
	Iteration 6Q: 3 clusters Score -2982062 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -2982495.000000 Penalty: 3020.580566
	Iteration 7Q: 3 clusters Score -2982495 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -2982993.000000 Penalty: 3020.580566
	Iteration 8Q: 3 clusters Score -2982993 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -2983592.750000 Penalty: 3020.580566
	Iteration 9Q: 3 clusters Score -2983593 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -2984322.750000 Penalty: 3020.580566
	Iteration 10Q: 3 clusters Score -2984323 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -2985132.000000 Penalty: 3020.580566
	Iteration 11F: 3 clusters Score -2985132 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -2985984.000000 Penalty: 3020.580566
	Iteration 12F: 3 clusters Score -2985984 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -2986834.500000 Penalty: 3020.580566
	Iteration 13Q: 3 clusters Score -2986834 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22368 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -2987559.500000 Penalty: 3020.580566
	Iteration 14Q: 3 clusters Score -2987560 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23145 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -2988107.750000 Penalty: 3020.580566
	Iteration 15Q: 3 clusters Score -2988108 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -2988556.250000 Penalty: 3020.580566
	Iteration 16Q: 3 clusters Score -2988556 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24182 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2988878.750000 Penalty: 3020.580566
	Iteration 17Q: 3 clusters Score -2988879 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2989130.250000 Penalty: 3020.580566
	Iteration 18Q: 3 clusters Score -2989130 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24692 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2989286.000000 Penalty: 3020.580566
	Iteration 19Q: 3 clusters Score -2989286 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24821 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2989395.750000 Penalty: 3020.580566
	Iteration 20F: 3 clusters Score -2989396 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24893 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2989448.750000 Penalty: 3020.580566
	Iteration 21Q: 3 clusters Score -2989449 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24941 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2989496.250000 Penalty: 3020.580566
	Iteration 22Q: 3 clusters Score -2989496 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24977 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2989521.750000 Penalty: 3020.580566
	Iteration 23Q: 3 clusters Score -2989522 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25005 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2989543.500000 Penalty: 3020.580566
	Iteration 24Q: 3 clusters Score -2989544 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25027 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2989561.250000 Penalty: 3020.580566
	Iteration 25Q: 3 clusters Score -2989561 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25039 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -2989572.000000 Penalty: 3020.580566
	Iteration 26Q: 3 clusters Score -2989572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25049 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2989581.750000 Penalty: 3020.580566
	Iteration 27Q: 3 clusters Score -2989582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25062 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2989591.000000 Penalty: 3020.580566
	Iteration 28Q: 3 clusters Score -2989591 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25069 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2989593.500000 Penalty: 3020.580566
	Iteration 29Q: 3 clusters Score -2989594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25071 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2989597.000000 Penalty: 3020.580566
	Iteration 30Q: 3 clusters Score -2989597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25070 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2989602.250000 Penalty: 3020.580566
	Iteration 31Q: 3 clusters Score -2989602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25072 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2989606.250000 Penalty: 3020.580566
	Iteration 32Q: 3 clusters Score -2989606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25073 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2989606.500000 Penalty: 3020.580566
	Iteration 33Q: 3 clusters Score -2989606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25074 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2989609.250000 Penalty: 3020.580566
	Iteration 34Q: 3 clusters Score -2989609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25074 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2989609.250000 Penalty: 3020.580566
	Iteration 35F: 3 clusters Score -2989609 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Entering Unmasked Estep 
Score: -180813.250000 Penalty: 1093.278198
	Iteration 0F: 2 clusters Score -180813.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -179220.468750 Penalty: 2186.556396
	Iteration 0F: 3 clusters Score -179220.5 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -179582.937500 Penalty: 2186.556396
	Iteration 1F: 3 clusters Score -179582.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -179689.703125 Penalty: 2186.556396
	Iteration 2F: 3 clusters Score -179689.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -179726.781250 Penalty: 2186.556396
	Iteration 3Q: 3 clusters Score -179726.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -179752.484375 Penalty: 2186.556396
	Iteration 4Q: 3 clusters Score -179752.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -179768.515625 Penalty: 2186.556396
	Iteration 5Q: 3 clusters Score -179768.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -179773.984375 Penalty: 2186.556396
	Iteration 6Q: 3 clusters Score -179774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -179778.531250 Penalty: 2186.556396
	Iteration 7Q: 3 clusters Score -179778.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -179782.140625 Penalty: 2186.556396
	Iteration 8Q: 3 clusters Score -179782.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -179782.843750 Penalty: 2186.556396
	Iteration 9Q: 3 clusters Score -179782.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -179783.781250 Penalty: 2186.556396
	Iteration 10Q: 3 clusters Score -179783.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -179784.984375 Penalty: 2186.556396
	Iteration 11Q: 3 clusters Score -179785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -179785.843750 Penalty: 2186.556396
	Iteration 12Q: 3 clusters Score -179785.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -179787.296875 Penalty: 2186.556396
	Iteration 13Q: 3 clusters Score -179787.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -179789.765625 Penalty: 2186.556396
	Iteration 14Q: 3 clusters Score -179789.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -179791.640625 Penalty: 2186.556396
	Iteration 15Q: 3 clusters Score -179791.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -179793.968750 Penalty: 2186.556396
	Iteration 16Q: 3 clusters Score -179794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -179796.515625 Penalty: 2186.556396
	Iteration 17Q: 3 clusters Score -179796.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -179798.703125 Penalty: 2186.556396
	Iteration 18Q: 3 clusters Score -179798.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -179800.593750 Penalty: 2186.556396
	Iteration 19Q: 3 clusters Score -179800.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -179800.843750 Penalty: 2186.556396
	Iteration 20F: 3 clusters Score -179800.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Entering Unmasked Estep 
Score: -590571.250000 Penalty: 1256.335693
	Iteration 0F: 2 clusters Score -590571.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -587029.875000 Penalty: 2512.671387
	Iteration 0F: 3 clusters Score -587029.9 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -588055.375000 Penalty: 2512.671387
	Iteration 1F: 3 clusters Score -588055.4 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -588284.000000 Penalty: 2512.671387
	Iteration 2F: 3 clusters Score -588284 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -588412.312500 Penalty: 2512.671387
	Iteration 3F: 3 clusters Score -588412.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -588508.000000 Penalty: 2512.671387
	Iteration 4Q: 3 clusters Score -588508 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -588584.687500 Penalty: 2512.671387
	Iteration 5Q: 3 clusters Score -588584.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -588639.625000 Penalty: 2512.671387
	Iteration 6Q: 3 clusters Score -588639.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -588697.312500 Penalty: 2512.671387
	Iteration 7Q: 3 clusters Score -588697.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -588748.562500 Penalty: 2512.671387
	Iteration 8Q: 3 clusters Score -588748.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -588792.750000 Penalty: 2512.671387
	Iteration 9Q: 3 clusters Score -588792.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -588827.812500 Penalty: 2512.671387
	Iteration 10Q: 3 clusters Score -588827.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -588870.250000 Penalty: 2512.671387
	Iteration 11Q: 3 clusters Score -588870.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -588913.250000 Penalty: 2512.671387
	Iteration 12Q: 3 clusters Score -588913.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -588956.500000 Penalty: 2512.671387
	Iteration 13Q: 3 clusters Score -588956.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -589003.875000 Penalty: 2512.671387
	Iteration 14Q: 3 clusters Score -589003.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -589047.937500 Penalty: 2512.671387
	Iteration 15Q: 3 clusters Score -589047.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -589095.125000 Penalty: 2512.671387
	Iteration 16Q: 3 clusters Score -589095.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -589141.187500 Penalty: 2512.671387
	Iteration 17Q: 3 clusters Score -589141.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -589175.875000 Penalty: 2512.671387
	Iteration 18Q: 3 clusters Score -589175.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -589207.562500 Penalty: 2512.671387
	Iteration 19Q: 3 clusters Score -589207.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -589242.062500 Penalty: 2512.671387
	Iteration 20F: 3 clusters Score -589242.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -589274.125000 Penalty: 2512.671387
	Iteration 21Q: 3 clusters Score -589274.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -589302.875000 Penalty: 2512.671387
	Iteration 22Q: 3 clusters Score -589302.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -589333.562500 Penalty: 2512.671387
	Iteration 23Q: 3 clusters Score -589333.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -589369.375000 Penalty: 2512.671387
	Iteration 24Q: 3 clusters Score -589369.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -589383.875000 Penalty: 2512.671387
	Iteration 25Q: 3 clusters Score -589383.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -589399.250000 Penalty: 2512.671387
	Iteration 26Q: 3 clusters Score -589399.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -589412.062500 Penalty: 2512.671387
	Iteration 27Q: 3 clusters Score -589412.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -589424.625000 Penalty: 2512.671387
	Iteration 28Q: 3 clusters Score -589424.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -589433.625000 Penalty: 2512.671387
	Iteration 29Q: 3 clusters Score -589433.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -589439.562500 Penalty: 2512.671387
	Iteration 30Q: 3 clusters Score -589439.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -589448.500000 Penalty: 2512.671387
	Iteration 31Q: 3 clusters Score -589448.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -589452.375000 Penalty: 2512.671387
	Iteration 32Q: 3 clusters Score -589452.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -589459.000000 Penalty: 2512.671387
	Iteration 33Q: 3 clusters Score -589459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -589463.875000 Penalty: 2512.671387
	Iteration 34Q: 3 clusters Score -589463.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -589466.375000 Penalty: 2512.671387
	Iteration 35Q: 3 clusters Score -589466.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -589472.750000 Penalty: 2512.671387
	Iteration 36Q: 3 clusters Score -589472.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -589478.375000 Penalty: 2512.671387
	Iteration 37Q: 3 clusters Score -589478.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -589481.750000 Penalty: 2512.671387
	Iteration 38Q: 3 clusters Score -589481.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -589486.062500 Penalty: 2512.671387
	Iteration 39Q: 3 clusters Score -589486.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -589490.437500 Penalty: 2512.671387
	Iteration 40F: 3 clusters Score -589490.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -589493.437500 Penalty: 2512.671387
	Iteration 41Q: 3 clusters Score -589493.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -589497.000000 Penalty: 2512.671387
	Iteration 42Q: 3 clusters Score -589497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -589501.625000 Penalty: 2512.671387
	Iteration 43Q: 3 clusters Score -589501.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -589502.687500 Penalty: 2512.671387
	Iteration 44Q: 3 clusters Score -589502.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -589505.750000 Penalty: 2512.671387
	Iteration 45Q: 3 clusters Score -589505.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -589507.187500 Penalty: 2512.671387
	Iteration 46Q: 3 clusters Score -589507.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -589508.875000 Penalty: 2512.671387
	Iteration 47Q: 3 clusters Score -589508.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -589510.937500 Penalty: 2512.671387
	Iteration 48Q: 3 clusters Score -589510.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -589516.250000 Penalty: 2512.671387
	Iteration 49Q: 3 clusters Score -589516.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -589518.500000 Penalty: 2512.671387
	Iteration 50Q: 3 clusters Score -589518.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -589518.375000 Penalty: 2512.671387
	Iteration 51Q: 3 clusters Score -589518.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -589518.375000 Penalty: 2512.671387
	Iteration 52F: 3 clusters Score -589518.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (67482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67482 members 
Entering Unmasked Estep 
Score: -8407569.000000 Penalty: 1654.598999
	Iteration 0F: 2 clusters Score -8407569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33664 members 
Mstep: Class 2 contains 33818 members 
Entering Unmasked Estep 
Score: -8365782.500000 Penalty: 3309.197998
	Iteration 0F: 3 clusters Score -8365782 nChanged 31631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32545 members 
Mstep: Class 2 contains 34937 members 
Entering Unmasked Estep 
Score: -8383256.500000 Penalty: 3309.197998
	Iteration 1F: 3 clusters Score -8383256 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31895 members 
Mstep: Class 2 contains 35587 members 
Entering Unmasked Estep 
Score: -8383943.000000 Penalty: 3309.197998
	Iteration 2Q: 3 clusters Score -8383943 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30974 members 
Mstep: Class 2 contains 36508 members 
Entering Unmasked Estep 
Score: -8384494.500000 Penalty: 3309.197998
	Iteration 3Q: 3 clusters Score -8384494 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29648 members 
Mstep: Class 2 contains 37834 members 
Entering Unmasked Estep 
Score: -8385063.000000 Penalty: 3309.197998
	Iteration 4Q: 3 clusters Score -8385063 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27692 members 
Mstep: Class 2 contains 39790 members 
Entering Unmasked Estep 
Score: -8385882.500000 Penalty: 3309.197998
	Iteration 5Q: 3 clusters Score -8385882 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24899 members 
Mstep: Class 2 contains 42583 members 
Entering Unmasked Estep 
Score: -8387052.000000 Penalty: 3309.197998
	Iteration 6Q: 3 clusters Score -8387052 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21108 members 
Mstep: Class 2 contains 46374 members 
Entering Unmasked Estep 
Score: -8388986.000000 Penalty: 3309.197998
	Iteration 7F: 3 clusters Score -8388986 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 51214 members 
Entering Unmasked Estep 
Score: -8392101.000000 Penalty: 3309.197998
	Iteration 8F: 3 clusters Score -8392101 nChanged 5423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 56615 members 
Entering Unmasked Estep 
Score: -8396200.000000 Penalty: 3309.197998
	Iteration 9F: 3 clusters Score -8396200 nChanged 4758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 61365 members 
Entering Unmasked Estep 
Score: -8400259.000000 Penalty: 3309.197998
	Iteration 10F: 3 clusters Score -8400259 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 64570 members 
Entering Unmasked Estep 
Score: -8403281.000000 Penalty: 3309.197998
	Iteration 11Q: 3 clusters Score -8403281 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 66190 members 
Entering Unmasked Estep 
Score: -8404889.000000 Penalty: 3309.197998
	Iteration 12Q: 3 clusters Score -8404889 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 66844 members 
Entering Unmasked Estep 
Score: -8405575.000000 Penalty: 3309.197998
	Iteration 13Q: 3 clusters Score -8405575 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 67070 members 
Entering Unmasked Estep 
Score: -8405856.000000 Penalty: 3309.197998
	Iteration 14Q: 3 clusters Score -8405856 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 67152 members 
Entering Unmasked Estep 
Score: -8406005.000000 Penalty: 3309.197998
	Iteration 15Q: 3 clusters Score -8406005 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 67191 members 
Entering Unmasked Estep 
Score: -8406087.000000 Penalty: 3309.197998
	Iteration 16Q: 3 clusters Score -8406087 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 67209 members 
Entering Unmasked Estep 
Score: -8406120.000000 Penalty: 3309.197998
	Iteration 17Q: 3 clusters Score -8406120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 67215 members 
Entering Unmasked Estep 
Score: -8406131.000000 Penalty: 3309.197998
	Iteration 18Q: 3 clusters Score -8406131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 67216 members 
Entering Unmasked Estep 
Score: -8406144.000000 Penalty: 3309.197998
	Iteration 19Q: 3 clusters Score -8406144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 67222 members 
Entering Unmasked Estep 
Score: -8406165.000000 Penalty: 3309.197998
	Iteration 20F: 3 clusters Score -8406165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 67225 members 
Entering Unmasked Estep 
Score: -8406182.000000 Penalty: 3309.197998
	Iteration 21Q: 3 clusters Score -8406182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 67225 members 
Entering Unmasked Estep 
Score: -8406189.000000 Penalty: 3309.197998
	Iteration 22Q: 3 clusters Score -8406189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 67228 members 
Entering Unmasked Estep 
Score: -8406202.000000 Penalty: 3309.197998
	Iteration 23Q: 3 clusters Score -8406202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 67231 members 
Entering Unmasked Estep 
Score: -8406207.000000 Penalty: 3309.197998
	Iteration 24Q: 3 clusters Score -8406207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 67236 members 
Entering Unmasked Estep 
Score: -8406225.000000 Penalty: 3309.197998
	Iteration 25Q: 3 clusters Score -8406225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 67238 members 
Entering Unmasked Estep 
Score: -8406226.000000 Penalty: 3309.197998
	Iteration 26Q: 3 clusters Score -8406226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 67239 members 
Entering Unmasked Estep 
Score: -8406222.000000 Penalty: 3309.197998
	Iteration 27Q: 3 clusters Score -8406222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 67239 members 
Entering Unmasked Estep 
Score: -8406222.000000 Penalty: 3309.197998
	Iteration 28F: 3 clusters Score -8406222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Entering Unmasked Estep 
Score: -27565.384766 Penalty: 885.067688
	Iteration 0F: 2 clusters Score -27565.38 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 178 members 
Entering Unmasked Estep 
Score: -26821.033203 Penalty: 1770.135376
	Iteration 0F: 3 clusters Score -26821.03 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -27116.494141 Penalty: 1770.135376
	Iteration 1F: 3 clusters Score -27116.49 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -27249.890625 Penalty: 1770.135376
	Iteration 2F: 3 clusters Score -27249.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -27363.390625 Penalty: 1770.135376
	Iteration 3Q: 3 clusters Score -27363.39 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -27462.693359 Penalty: 1770.135376
	Iteration 4Q: 3 clusters Score -27462.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -27523.976562 Penalty: 1770.135376
	Iteration 5Q: 3 clusters Score -27523.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -27619.841797 Penalty: 1770.135376
	Iteration 6Q: 3 clusters Score -27619.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -27689.337891 Penalty: 1770.135376
	Iteration 7Q: 3 clusters Score -27689.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -27707.525391 Penalty: 1770.135376
	Iteration 8Q: 3 clusters Score -27707.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -27727.376953 Penalty: 1770.135376
	Iteration 9Q: 3 clusters Score -27727.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -27733.962891 Penalty: 1770.135376
	Iteration 10Q: 3 clusters Score -27733.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -27733.962891 Penalty: 1770.135376
	Iteration 11F: 3 clusters Score -27733.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 40622 members 
Mstep: Class 3 contains 4224 members 
Mstep: Class 4 contains 70082 members 
Mstep: Class 5 contains 11630 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33860 members 
Mstep: Class 8 contains 11141 members 
Mstep: Class 9 contains 26328 members 
Mstep: Class 10 contains 2421 members 
Mstep: Class 11 contains 25586 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4643 members 
Mstep: Class 14 contains 67482 members 
Mstep: Class 15 contains 161 members 
Mstep: Class 16 contains 2746 members 
Mstep: Class 17 contains 9136 members 
Mstep: Class 18 contains 22244 members 
Mstep: Class 19 contains 7593 members 
Mstep: Class 20 contains 6951 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19096 members 
Mstep: Class 23 contains 18815 members 
Mstep: Class 24 contains 52476 members 
Mstep: Class 25 contains 2574 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6002 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9489 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11358 members 
Mstep: Class 32 contains 47789 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 59378 members 
Mstep: Class 39 contains 16171 members 
Mstep: Class 40 contains 2456 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11706 members 
Mstep: Class 43 contains 657 members 
Mstep: Class 44 contains 222 members 
Entering Unmasked Estep 
Score: -81027216.000000 Penalty: 87800.648438
Splitting cluster 15 changes total score from -81028312.000000 to -81027216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (2746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Entering Unmasked Estep 
Score: -298229.656250 Penalty: 1178.183594
	Iteration 0F: 2 clusters Score -298229.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -295939.625000 Penalty: 2356.367188
	Iteration 0F: 3 clusters Score -295939.6 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -296588.500000 Penalty: 2356.367188
	Iteration 1F: 3 clusters Score -296588.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -296722.312500 Penalty: 2356.367188
	Iteration 2F: 3 clusters Score -296722.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -296855.406250 Penalty: 2356.367188
	Iteration 3Q: 3 clusters Score -296855.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -296963.250000 Penalty: 2356.367188
	Iteration 4Q: 3 clusters Score -296963.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -297060.218750 Penalty: 2356.367188
	Iteration 5Q: 3 clusters Score -297060.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -297133.937500 Penalty: 2356.367188
	Iteration 6Q: 3 clusters Score -297133.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -297190.812500 Penalty: 2356.367188
	Iteration 7Q: 3 clusters Score -297190.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -297250.812500 Penalty: 2356.367188
	Iteration 8Q: 3 clusters Score -297250.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -297318.843750 Penalty: 2356.367188
	Iteration 9Q: 3 clusters Score -297318.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -297389.781250 Penalty: 2356.367188
	Iteration 10Q: 3 clusters Score -297389.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -297446.968750 Penalty: 2356.367188
	Iteration 11Q: 3 clusters Score -297447 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -297489.625000 Penalty: 2356.367188
	Iteration 12Q: 3 clusters Score -297489.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -297517.312500 Penalty: 2356.367188
	Iteration 13Q: 3 clusters Score -297517.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -297541.406250 Penalty: 2356.367188
	Iteration 14Q: 3 clusters Score -297541.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -297557.562500 Penalty: 2356.367188
	Iteration 15Q: 3 clusters Score -297557.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -297563.250000 Penalty: 2356.367188
	Iteration 16Q: 3 clusters Score -297563.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -297566.281250 Penalty: 2356.367188
	Iteration 17Q: 3 clusters Score -297566.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -297570.187500 Penalty: 2356.367188
	Iteration 18Q: 3 clusters Score -297570.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -297572.218750 Penalty: 2356.367188
	Iteration 19Q: 3 clusters Score -297572.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -297574.187500 Penalty: 2356.367188
	Iteration 20F: 3 clusters Score -297574.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -297576.593750 Penalty: 2356.367188
	Iteration 21Q: 3 clusters Score -297576.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -297578.593750 Penalty: 2356.367188
	Iteration 22Q: 3 clusters Score -297578.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -297579.968750 Penalty: 2356.367188
	Iteration 23Q: 3 clusters Score -297580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -297581.875000 Penalty: 2356.367188
	Iteration 24Q: 3 clusters Score -297581.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -297582.187500 Penalty: 2356.367188
	Iteration 25Q: 3 clusters Score -297582.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -297582.750000 Penalty: 2356.367188
	Iteration 26Q: 3 clusters Score -297582.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -297584.218750 Penalty: 2356.367188
	Iteration 27Q: 3 clusters Score -297584.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -297584.250000 Penalty: 2356.367188
	Iteration 28Q: 3 clusters Score -297584.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -297584.625000 Penalty: 2356.367188
	Iteration 29Q: 3 clusters Score -297584.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -297585.281250 Penalty: 2356.367188
	Iteration 30Q: 3 clusters Score -297585.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -297587.250000 Penalty: 2356.367188
	Iteration 31Q: 3 clusters Score -297587.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -297590.781250 Penalty: 2356.367188
	Iteration 32Q: 3 clusters Score -297590.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -297592.031250 Penalty: 2356.367188
	Iteration 33Q: 3 clusters Score -297592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -297594.437500 Penalty: 2356.367188
	Iteration 34Q: 3 clusters Score -297594.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -297596.156250 Penalty: 2356.367188
	Iteration 35Q: 3 clusters Score -297596.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -297596.781250 Penalty: 2356.367188
	Iteration 36Q: 3 clusters Score -297596.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -297598.375000 Penalty: 2356.367188
	Iteration 37Q: 3 clusters Score -297598.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -297600.343750 Penalty: 2356.367188
	Iteration 38Q: 3 clusters Score -297600.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -297600.875000 Penalty: 2356.367188
	Iteration 39Q: 3 clusters Score -297600.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -297600.875000 Penalty: 2356.367188
	Iteration 40F: 3 clusters Score -297600.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Entering Unmasked Estep 
Score: -1115812.375000 Penalty: 1357.052734
	Iteration 0F: 2 clusters Score -1115812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1109590.750000 Penalty: 2714.105469
	Iteration 0F: 3 clusters Score -1109591 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1111439.375000 Penalty: 2714.105469
	Iteration 1F: 3 clusters Score -1111439 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1111714.500000 Penalty: 2714.105469
	Iteration 2F: 3 clusters Score -1111714 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1111905.000000 Penalty: 2714.105469
	Iteration 3Q: 3 clusters Score -1111905 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1112062.125000 Penalty: 2714.105469
	Iteration 4Q: 3 clusters Score -1112062 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1112198.250000 Penalty: 2714.105469
	Iteration 5Q: 3 clusters Score -1112198 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1112305.500000 Penalty: 2714.105469
	Iteration 6Q: 3 clusters Score -1112306 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1112397.125000 Penalty: 2714.105469
	Iteration 7Q: 3 clusters Score -1112397 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1112476.125000 Penalty: 2714.105469
	Iteration 8Q: 3 clusters Score -1112476 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1112557.375000 Penalty: 2714.105469
	Iteration 9Q: 3 clusters Score -1112557 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1112627.250000 Penalty: 2714.105469
	Iteration 10Q: 3 clusters Score -1112627 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1112711.000000 Penalty: 2714.105469
	Iteration 11Q: 3 clusters Score -1112711 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1112807.375000 Penalty: 2714.105469
	Iteration 12Q: 3 clusters Score -1112807 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1112932.250000 Penalty: 2714.105469
	Iteration 13Q: 3 clusters Score -1112932 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1113094.625000 Penalty: 2714.105469
	Iteration 14Q: 3 clusters Score -1113095 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1113289.625000 Penalty: 2714.105469
	Iteration 15Q: 3 clusters Score -1113290 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1113531.125000 Penalty: 2714.105469
	Iteration 16Q: 3 clusters Score -1113531 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1113779.000000 Penalty: 2714.105469
	Iteration 17Q: 3 clusters Score -1113779 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1113980.375000 Penalty: 2714.105469
	Iteration 18Q: 3 clusters Score -1113980 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1114154.000000 Penalty: 2714.105469
	Iteration 19Q: 3 clusters Score -1114154 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1114273.625000 Penalty: 2714.105469
	Iteration 20F: 3 clusters Score -1114274 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1114356.875000 Penalty: 2714.105469
	Iteration 21Q: 3 clusters Score -1114357 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1114406.250000 Penalty: 2714.105469
	Iteration 22Q: 3 clusters Score -1114406 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1114439.625000 Penalty: 2714.105469
	Iteration 23Q: 3 clusters Score -1114440 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1114465.750000 Penalty: 2714.105469
	Iteration 24Q: 3 clusters Score -1114466 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1114490.250000 Penalty: 2714.105469
	Iteration 25Q: 3 clusters Score -1114490 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1114507.500000 Penalty: 2714.105469
	Iteration 26Q: 3 clusters Score -1114508 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1114513.875000 Penalty: 2714.105469
	Iteration 27Q: 3 clusters Score -1114514 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1114527.375000 Penalty: 2714.105469
	Iteration 28Q: 3 clusters Score -1114527 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1114535.250000 Penalty: 2714.105469
	Iteration 29Q: 3 clusters Score -1114535 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1114544.875000 Penalty: 2714.105469
	Iteration 30Q: 3 clusters Score -1114545 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1114552.375000 Penalty: 2714.105469
	Iteration 31Q: 3 clusters Score -1114552 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1114556.250000 Penalty: 2714.105469
	Iteration 32Q: 3 clusters Score -1114556 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1114561.000000 Penalty: 2714.105469
	Iteration 33Q: 3 clusters Score -1114561 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1114571.375000 Penalty: 2714.105469
	Iteration 34Q: 3 clusters Score -1114571 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1114580.000000 Penalty: 2714.105469
	Iteration 35Q: 3 clusters Score -1114580 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1114587.875000 Penalty: 2714.105469
	Iteration 36Q: 3 clusters Score -1114588 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1114600.000000 Penalty: 2714.105469
	Iteration 37Q: 3 clusters Score -1114600 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1114610.250000 Penalty: 2714.105469
	Iteration 38Q: 3 clusters Score -1114610 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1114617.750000 Penalty: 2714.105469
	Iteration 39Q: 3 clusters Score -1114618 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1114625.375000 Penalty: 2714.105469
	Iteration 40F: 3 clusters Score -1114625 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1114636.500000 Penalty: 2714.105469
	Iteration 41Q: 3 clusters Score -1114636 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1114637.875000 Penalty: 2714.105469
	Iteration 42Q: 3 clusters Score -1114638 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1114649.375000 Penalty: 2714.105469
	Iteration 43Q: 3 clusters Score -1114649 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1114650.250000 Penalty: 2714.105469
	Iteration 44Q: 3 clusters Score -1114650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1114654.500000 Penalty: 2714.105469
	Iteration 45Q: 3 clusters Score -1114654 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1114658.125000 Penalty: 2714.105469
	Iteration 46Q: 3 clusters Score -1114658 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1114663.250000 Penalty: 2714.105469
	Iteration 47Q: 3 clusters Score -1114663 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1114665.875000 Penalty: 2714.105469
	Iteration 48Q: 3 clusters Score -1114666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1114669.000000 Penalty: 2714.105469
	Iteration 49Q: 3 clusters Score -1114669 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1114675.750000 Penalty: 2714.105469
	Iteration 50Q: 3 clusters Score -1114676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1114679.125000 Penalty: 2714.105469
	Iteration 51Q: 3 clusters Score -1114679 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1114684.625000 Penalty: 2714.105469
	Iteration 52Q: 3 clusters Score -1114685 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1114686.750000 Penalty: 2714.105469
	Iteration 53Q: 3 clusters Score -1114687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1114687.000000 Penalty: 2714.105469
	Iteration 54Q: 3 clusters Score -1114687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1114685.500000 Penalty: 2714.105469
	Iteration 55Q: 3 clusters Score -1114686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1114685.750000 Penalty: 2714.105469
	Iteration 56Q: 3 clusters Score -1114686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1114687.250000 Penalty: 2714.105469
	Iteration 57Q: 3 clusters Score -1114687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1114688.375000 Penalty: 2714.105469
	Iteration 58Q: 3 clusters Score -1114688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1114687.625000 Penalty: 2714.105469
	Iteration 59Q: 3 clusters Score -1114688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1114690.500000 Penalty: 2714.105469
	Iteration 60F: 3 clusters Score -1114690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1114688.875000 Penalty: 2714.105469
	Iteration 61Q: 3 clusters Score -1114689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1114688.875000 Penalty: 2714.105469
	Iteration 62Q: 3 clusters Score -1114689 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1114688.875000 Penalty: 2714.105469
	Iteration 63F: 3 clusters Score -1114689 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (22244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Entering Unmasked Estep 
Score: -2717359.250000 Penalty: 1489.462402
	Iteration 0F: 2 clusters Score -2717359 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -2702839.750000 Penalty: 2978.924805
	Iteration 0F: 3 clusters Score -2702840 nChanged 9842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -2708238.750000 Penalty: 2978.924805
	Iteration 1F: 3 clusters Score -2708239 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -2708684.000000 Penalty: 2978.924805
	Iteration 2F: 3 clusters Score -2708684 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -2709077.000000 Penalty: 2978.924805
	Iteration 3Q: 3 clusters Score -2709077 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -2709467.750000 Penalty: 2978.924805
	Iteration 4Q: 3 clusters Score -2709468 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -2709926.500000 Penalty: 2978.924805
	Iteration 5Q: 3 clusters Score -2709926 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -2710433.000000 Penalty: 2978.924805
	Iteration 6Q: 3 clusters Score -2710433 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -2711004.000000 Penalty: 2978.924805
	Iteration 7Q: 3 clusters Score -2711004 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -2711621.500000 Penalty: 2978.924805
	Iteration 8Q: 3 clusters Score -2711622 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -2712269.500000 Penalty: 2978.924805
	Iteration 9Q: 3 clusters Score -2712270 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -2712809.250000 Penalty: 2978.924805
	Iteration 10Q: 3 clusters Score -2712809 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -2713270.750000 Penalty: 2978.924805
	Iteration 11Q: 3 clusters Score -2713271 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -2713644.250000 Penalty: 2978.924805
	Iteration 12Q: 3 clusters Score -2713644 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -2713927.000000 Penalty: 2978.924805
	Iteration 13Q: 3 clusters Score -2713927 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -2714138.000000 Penalty: 2978.924805
	Iteration 14Q: 3 clusters Score -2714138 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -2714343.250000 Penalty: 2978.924805
	Iteration 15Q: 3 clusters Score -2714343 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -2714540.750000 Penalty: 2978.924805
	Iteration 16Q: 3 clusters Score -2714541 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -2714694.000000 Penalty: 2978.924805
	Iteration 17Q: 3 clusters Score -2714694 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -2714845.000000 Penalty: 2978.924805
	Iteration 18Q: 3 clusters Score -2714845 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19476 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -2715012.250000 Penalty: 2978.924805
	Iteration 19Q: 3 clusters Score -2715012 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19747 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -2715134.000000 Penalty: 2978.924805
	Iteration 20F: 3 clusters Score -2715134 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -2715266.000000 Penalty: 2978.924805
	Iteration 21Q: 3 clusters Score -2715266 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -2715383.000000 Penalty: 2978.924805
	Iteration 22Q: 3 clusters Score -2715383 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -2715492.000000 Penalty: 2978.924805
	Iteration 23Q: 3 clusters Score -2715492 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20622 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2715589.250000 Penalty: 2978.924805
	Iteration 24Q: 3 clusters Score -2715589 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -2715678.000000 Penalty: 2978.924805
	Iteration 25Q: 3 clusters Score -2715678 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2715759.750000 Penalty: 2978.924805
	Iteration 26Q: 3 clusters Score -2715760 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2715815.000000 Penalty: 2978.924805
	Iteration 27Q: 3 clusters Score -2715815 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2715865.750000 Penalty: 2978.924805
	Iteration 28Q: 3 clusters Score -2715866 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2715904.250000 Penalty: 2978.924805
	Iteration 29Q: 3 clusters Score -2715904 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2715938.250000 Penalty: 2978.924805
	Iteration 30Q: 3 clusters Score -2715938 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21322 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2715966.750000 Penalty: 2978.924805
	Iteration 31Q: 3 clusters Score -2715967 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2715998.000000 Penalty: 2978.924805
	Iteration 32Q: 3 clusters Score -2715998 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2716021.500000 Penalty: 2978.924805
	Iteration 33Q: 3 clusters Score -2716022 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21431 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -2716049.750000 Penalty: 2978.924805
	Iteration 34Q: 3 clusters Score -2716050 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2716061.000000 Penalty: 2978.924805
	Iteration 35Q: 3 clusters Score -2716061 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21480 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2716078.250000 Penalty: 2978.924805
	Iteration 36Q: 3 clusters Score -2716078 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21503 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2716094.750000 Penalty: 2978.924805
	Iteration 37Q: 3 clusters Score -2716095 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21530 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2716113.500000 Penalty: 2978.924805
	Iteration 38Q: 3 clusters Score -2716114 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2716135.000000 Penalty: 2978.924805
	Iteration 39Q: 3 clusters Score -2716135 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2716146.000000 Penalty: 2978.924805
	Iteration 40F: 3 clusters Score -2716146 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2716157.500000 Penalty: 2978.924805
	Iteration 41Q: 3 clusters Score -2716158 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2716166.500000 Penalty: 2978.924805
	Iteration 42Q: 3 clusters Score -2716166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2716175.500000 Penalty: 2978.924805
	Iteration 43Q: 3 clusters Score -2716176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2716180.500000 Penalty: 2978.924805
	Iteration 44Q: 3 clusters Score -2716180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21608 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2716182.250000 Penalty: 2978.924805
	Iteration 45Q: 3 clusters Score -2716182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2716184.250000 Penalty: 2978.924805
	Iteration 46Q: 3 clusters Score -2716184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21620 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2716193.250000 Penalty: 2978.924805
	Iteration 47Q: 3 clusters Score -2716193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2716198.250000 Penalty: 2978.924805
	Iteration 48Q: 3 clusters Score -2716198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21630 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2716198.750000 Penalty: 2978.924805
	Iteration 49Q: 3 clusters Score -2716199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2716205.250000 Penalty: 2978.924805
	Iteration 50Q: 3 clusters Score -2716205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21639 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2716207.250000 Penalty: 2978.924805
	Iteration 51Q: 3 clusters Score -2716207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2716210.000000 Penalty: 2978.924805
	Iteration 52Q: 3 clusters Score -2716210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2716208.000000 Penalty: 2978.924805
	Iteration 53Q: 3 clusters Score -2716208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21642 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2716209.250000 Penalty: 2978.924805
	Iteration 54Q: 3 clusters Score -2716209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2716212.500000 Penalty: 2978.924805
	Iteration 55Q: 3 clusters Score -2716212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21645 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2716212.000000 Penalty: 2978.924805
	Iteration 56Q: 3 clusters Score -2716212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21645 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2716214.000000 Penalty: 2978.924805
	Iteration 57Q: 3 clusters Score -2716214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2716216.750000 Penalty: 2978.924805
	Iteration 58Q: 3 clusters Score -2716217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2716216.500000 Penalty: 2978.924805
	Iteration 59Q: 3 clusters Score -2716216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2716212.750000 Penalty: 2978.924805
	Iteration 60F: 3 clusters Score -2716213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21645 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2716218.250000 Penalty: 2978.924805
	Iteration 61Q: 3 clusters Score -2716218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21645 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2716218.250000 Penalty: 2978.924805
	Iteration 62F: 3 clusters Score -2716218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Entering Unmasked Estep 
Score: -919049.312500 Penalty: 1329.525391
	Iteration 0F: 2 clusters Score -919049.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -913819.875000 Penalty: 2659.050781
	Iteration 0F: 3 clusters Score -913819.9 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -915458.750000 Penalty: 2659.050781
	Iteration 1F: 3 clusters Score -915458.8 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -915747.250000 Penalty: 2659.050781
	Iteration 2F: 3 clusters Score -915747.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -915975.375000 Penalty: 2659.050781
	Iteration 3F: 3 clusters Score -915975.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -916176.125000 Penalty: 2659.050781
	Iteration 4Q: 3 clusters Score -916176.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -916317.875000 Penalty: 2659.050781
	Iteration 5Q: 3 clusters Score -916317.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -916427.500000 Penalty: 2659.050781
	Iteration 6Q: 3 clusters Score -916427.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -916528.000000 Penalty: 2659.050781
	Iteration 7Q: 3 clusters Score -916528 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -916614.937500 Penalty: 2659.050781
	Iteration 8Q: 3 clusters Score -916614.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -916668.562500 Penalty: 2659.050781
	Iteration 9Q: 3 clusters Score -916668.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -916721.437500 Penalty: 2659.050781
	Iteration 10Q: 3 clusters Score -916721.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -916771.187500 Penalty: 2659.050781
	Iteration 11Q: 3 clusters Score -916771.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -916831.625000 Penalty: 2659.050781
	Iteration 12Q: 3 clusters Score -916831.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -916884.312500 Penalty: 2659.050781
	Iteration 13Q: 3 clusters Score -916884.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -916943.062500 Penalty: 2659.050781
	Iteration 14Q: 3 clusters Score -916943.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -916990.687500 Penalty: 2659.050781
	Iteration 15Q: 3 clusters Score -916990.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -917045.125000 Penalty: 2659.050781
	Iteration 16Q: 3 clusters Score -917045.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -917100.500000 Penalty: 2659.050781
	Iteration 17Q: 3 clusters Score -917100.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -917151.937500 Penalty: 2659.050781
	Iteration 18Q: 3 clusters Score -917151.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -917205.375000 Penalty: 2659.050781
	Iteration 19Q: 3 clusters Score -917205.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -917257.250000 Penalty: 2659.050781
	Iteration 20F: 3 clusters Score -917257.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -917296.125000 Penalty: 2659.050781
	Iteration 21Q: 3 clusters Score -917296.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -917332.937500 Penalty: 2659.050781
	Iteration 22Q: 3 clusters Score -917332.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -917368.625000 Penalty: 2659.050781
	Iteration 23Q: 3 clusters Score -917368.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -917393.500000 Penalty: 2659.050781
	Iteration 24Q: 3 clusters Score -917393.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -917418.375000 Penalty: 2659.050781
	Iteration 25Q: 3 clusters Score -917418.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -917437.000000 Penalty: 2659.050781
	Iteration 26Q: 3 clusters Score -917437 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -917458.937500 Penalty: 2659.050781
	Iteration 27Q: 3 clusters Score -917458.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -917481.062500 Penalty: 2659.050781
	Iteration 28Q: 3 clusters Score -917481.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -917501.187500 Penalty: 2659.050781
	Iteration 29Q: 3 clusters Score -917501.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -917530.562500 Penalty: 2659.050781
	Iteration 30Q: 3 clusters Score -917530.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -917549.250000 Penalty: 2659.050781
	Iteration 31Q: 3 clusters Score -917549.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -917566.812500 Penalty: 2659.050781
	Iteration 32Q: 3 clusters Score -917566.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -917578.250000 Penalty: 2659.050781
	Iteration 33Q: 3 clusters Score -917578.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -917592.125000 Penalty: 2659.050781
	Iteration 34Q: 3 clusters Score -917592.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -917607.687500 Penalty: 2659.050781
	Iteration 35Q: 3 clusters Score -917607.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -917616.687500 Penalty: 2659.050781
	Iteration 36Q: 3 clusters Score -917616.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -917623.937500 Penalty: 2659.050781
	Iteration 37Q: 3 clusters Score -917623.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -917631.500000 Penalty: 2659.050781
	Iteration 38Q: 3 clusters Score -917631.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -917630.937500 Penalty: 2659.050781
	Iteration 39Q: 3 clusters Score -917630.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -917636.937500 Penalty: 2659.050781
	Iteration 40F: 3 clusters Score -917636.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -917641.375000 Penalty: 2659.050781
	Iteration 41Q: 3 clusters Score -917641.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -917646.375000 Penalty: 2659.050781
	Iteration 42Q: 3 clusters Score -917646.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -917650.062500 Penalty: 2659.050781
	Iteration 43Q: 3 clusters Score -917650.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -917652.937500 Penalty: 2659.050781
	Iteration 44Q: 3 clusters Score -917652.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -917658.062500 Penalty: 2659.050781
	Iteration 45Q: 3 clusters Score -917658.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -917662.000000 Penalty: 2659.050781
	Iteration 46Q: 3 clusters Score -917662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -917665.687500 Penalty: 2659.050781
	Iteration 47Q: 3 clusters Score -917665.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -917666.625000 Penalty: 2659.050781
	Iteration 48Q: 3 clusters Score -917666.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -917668.750000 Penalty: 2659.050781
	Iteration 49Q: 3 clusters Score -917668.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -917670.687500 Penalty: 2659.050781
	Iteration 50Q: 3 clusters Score -917670.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -917672.937500 Penalty: 2659.050781
	Iteration 51Q: 3 clusters Score -917672.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -917673.125000 Penalty: 2659.050781
	Iteration 52Q: 3 clusters Score -917673.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -917674.187500 Penalty: 2659.050781
	Iteration 53Q: 3 clusters Score -917674.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -917673.625000 Penalty: 2659.050781
	Iteration 54Q: 3 clusters Score -917673.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -917676.062500 Penalty: 2659.050781
	Iteration 55Q: 3 clusters Score -917676.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -917678.062500 Penalty: 2659.050781
	Iteration 56Q: 3 clusters Score -917678.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -917676.062500 Penalty: 2659.050781
	Iteration 57Q: 3 clusters Score -917676.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -917676.500000 Penalty: 2659.050781
	Iteration 58Q: 3 clusters Score -917676.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -917676.500000 Penalty: 2659.050781
	Iteration 59F: 3 clusters Score -917676.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Entering Unmasked Estep 
Score: -879793.562500 Penalty: 1316.380127
	Iteration 0F: 2 clusters Score -879793.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -874951.187500 Penalty: 2632.760254
	Iteration 0F: 3 clusters Score -874951.2 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -876317.312500 Penalty: 2632.760254
	Iteration 1F: 3 clusters Score -876317.3 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -876550.937500 Penalty: 2632.760254
	Iteration 2F: 3 clusters Score -876550.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -876715.187500 Penalty: 2632.760254
	Iteration 3F: 3 clusters Score -876715.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -876845.625000 Penalty: 2632.760254
	Iteration 4Q: 3 clusters Score -876845.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -876925.437500 Penalty: 2632.760254
	Iteration 5Q: 3 clusters Score -876925.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -876990.937500 Penalty: 2632.760254
	Iteration 6Q: 3 clusters Score -876990.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -877035.437500 Penalty: 2632.760254
	Iteration 7Q: 3 clusters Score -877035.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -877058.687500 Penalty: 2632.760254
	Iteration 8Q: 3 clusters Score -877058.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -877085.812500 Penalty: 2632.760254
	Iteration 9Q: 3 clusters Score -877085.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -877105.562500 Penalty: 2632.760254
	Iteration 10Q: 3 clusters Score -877105.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -877123.500000 Penalty: 2632.760254
	Iteration 11Q: 3 clusters Score -877123.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -877144.250000 Penalty: 2632.760254
	Iteration 12Q: 3 clusters Score -877144.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -877157.750000 Penalty: 2632.760254
	Iteration 13Q: 3 clusters Score -877157.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -877173.875000 Penalty: 2632.760254
	Iteration 14Q: 3 clusters Score -877173.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -877183.312500 Penalty: 2632.760254
	Iteration 15Q: 3 clusters Score -877183.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -877191.812500 Penalty: 2632.760254
	Iteration 16Q: 3 clusters Score -877191.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -877200.687500 Penalty: 2632.760254
	Iteration 17Q: 3 clusters Score -877200.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -877216.500000 Penalty: 2632.760254
	Iteration 18Q: 3 clusters Score -877216.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -877230.437500 Penalty: 2632.760254
	Iteration 19Q: 3 clusters Score -877230.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -877246.062500 Penalty: 2632.760254
	Iteration 20F: 3 clusters Score -877246.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -877257.562500 Penalty: 2632.760254
	Iteration 21Q: 3 clusters Score -877257.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -877272.187500 Penalty: 2632.760254
	Iteration 22Q: 3 clusters Score -877272.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -877284.500000 Penalty: 2632.760254
	Iteration 23Q: 3 clusters Score -877284.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -877298.062500 Penalty: 2632.760254
	Iteration 24Q: 3 clusters Score -877298.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -877311.062500 Penalty: 2632.760254
	Iteration 25Q: 3 clusters Score -877311.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -877328.312500 Penalty: 2632.760254
	Iteration 26Q: 3 clusters Score -877328.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -877345.750000 Penalty: 2632.760254
	Iteration 27Q: 3 clusters Score -877345.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -877361.875000 Penalty: 2632.760254
	Iteration 28Q: 3 clusters Score -877361.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -877383.500000 Penalty: 2632.760254
	Iteration 29Q: 3 clusters Score -877383.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -877408.250000 Penalty: 2632.760254
	Iteration 30Q: 3 clusters Score -877408.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -877441.937500 Penalty: 2632.760254
	Iteration 31Q: 3 clusters Score -877441.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -877473.812500 Penalty: 2632.760254
	Iteration 32Q: 3 clusters Score -877473.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -877509.812500 Penalty: 2632.760254
	Iteration 33Q: 3 clusters Score -877509.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -877547.937500 Penalty: 2632.760254
	Iteration 34Q: 3 clusters Score -877547.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -877601.750000 Penalty: 2632.760254
	Iteration 35Q: 3 clusters Score -877601.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -877668.187500 Penalty: 2632.760254
	Iteration 36Q: 3 clusters Score -877668.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -877736.125000 Penalty: 2632.760254
	Iteration 37Q: 3 clusters Score -877736.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -877824.562500 Penalty: 2632.760254
	Iteration 38Q: 3 clusters Score -877824.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -877933.187500 Penalty: 2632.760254
	Iteration 39Q: 3 clusters Score -877933.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -878044.000000 Penalty: 2632.760254
	Iteration 40F: 3 clusters Score -878044 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -878140.937500 Penalty: 2632.760254
	Iteration 41Q: 3 clusters Score -878140.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -878236.250000 Penalty: 2632.760254
	Iteration 42Q: 3 clusters Score -878236.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -878338.937500 Penalty: 2632.760254
	Iteration 43Q: 3 clusters Score -878338.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -878446.250000 Penalty: 2632.760254
	Iteration 44Q: 3 clusters Score -878446.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -878539.250000 Penalty: 2632.760254
	Iteration 45Q: 3 clusters Score -878539.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -878591.750000 Penalty: 2632.760254
	Iteration 46Q: 3 clusters Score -878591.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -878648.562500 Penalty: 2632.760254
	Iteration 47Q: 3 clusters Score -878648.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -878689.812500 Penalty: 2632.760254
	Iteration 48Q: 3 clusters Score -878689.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -878714.812500 Penalty: 2632.760254
	Iteration 49Q: 3 clusters Score -878714.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -878738.125000 Penalty: 2632.760254
	Iteration 50Q: 3 clusters Score -878738.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -878749.187500 Penalty: 2632.760254
	Iteration 51Q: 3 clusters Score -878749.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -878759.875000 Penalty: 2632.760254
	Iteration 52Q: 3 clusters Score -878759.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -878769.062500 Penalty: 2632.760254
	Iteration 53Q: 3 clusters Score -878769.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -878777.062500 Penalty: 2632.760254
	Iteration 54Q: 3 clusters Score -878777.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -878782.687500 Penalty: 2632.760254
	Iteration 55Q: 3 clusters Score -878782.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -878786.187500 Penalty: 2632.760254
	Iteration 56Q: 3 clusters Score -878786.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -878788.000000 Penalty: 2632.760254
	Iteration 57Q: 3 clusters Score -878788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -878788.812500 Penalty: 2632.760254
	Iteration 58Q: 3 clusters Score -878788.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -878788.812500 Penalty: 2632.760254
	Iteration 59F: 3 clusters Score -878788.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (21809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Entering Unmasked Estep 
Score: -2771850.250000 Penalty: 1486.523682
	Iteration 0F: 2 clusters Score -2771850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -2757640.000000 Penalty: 2973.047363
	Iteration 0F: 3 clusters Score -2757640 nChanged 9593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -2762819.750000 Penalty: 2973.047363
	Iteration 1F: 3 clusters Score -2762820 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -2763400.500000 Penalty: 2973.047363
	Iteration 2F: 3 clusters Score -2763400 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -2763952.500000 Penalty: 2973.047363
	Iteration 3F: 3 clusters Score -2763952 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -2764606.250000 Penalty: 2973.047363
	Iteration 4F: 3 clusters Score -2764606 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -2765429.500000 Penalty: 2973.047363
	Iteration 5F: 3 clusters Score -2765430 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -2766396.750000 Penalty: 2973.047363
	Iteration 6F: 3 clusters Score -2766397 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -2767429.500000 Penalty: 2973.047363
	Iteration 7F: 3 clusters Score -2767430 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -2768455.500000 Penalty: 2973.047363
	Iteration 8F: 3 clusters Score -2768456 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -2769228.000000 Penalty: 2973.047363
	Iteration 9Q: 3 clusters Score -2769228 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -2769726.250000 Penalty: 2973.047363
	Iteration 10Q: 3 clusters Score -2769726 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -2770073.000000 Penalty: 2973.047363
	Iteration 11Q: 3 clusters Score -2770073 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -2770271.750000 Penalty: 2973.047363
	Iteration 12Q: 3 clusters Score -2770272 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -2770408.000000 Penalty: 2973.047363
	Iteration 13Q: 3 clusters Score -2770408 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -2770509.500000 Penalty: 2973.047363
	Iteration 14Q: 3 clusters Score -2770510 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -2770572.750000 Penalty: 2973.047363
	Iteration 15Q: 3 clusters Score -2770573 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -2770622.500000 Penalty: 2973.047363
	Iteration 16Q: 3 clusters Score -2770622 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -2770659.500000 Penalty: 2973.047363
	Iteration 17Q: 3 clusters Score -2770660 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -2770683.000000 Penalty: 2973.047363
	Iteration 18Q: 3 clusters Score -2770683 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
Score: -2770712.250000 Penalty: 2973.047363
	Iteration 19Q: 3 clusters Score -2770712 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 21185 members 
Entering Unmasked Estep 
Score: -2770727.250000 Penalty: 2973.047363
	Iteration 20F: 3 clusters Score -2770727 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 21201 members 
Entering Unmasked Estep 
Score: -2770739.750000 Penalty: 2973.047363
	Iteration 21Q: 3 clusters Score -2770740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 21209 members 
Entering Unmasked Estep 
Score: -2770743.000000 Penalty: 2973.047363
	Iteration 22Q: 3 clusters Score -2770743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 21215 members 
Entering Unmasked Estep 
Score: -2770747.000000 Penalty: 2973.047363
	Iteration 23Q: 3 clusters Score -2770747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -2770748.000000 Penalty: 2973.047363
	Iteration 24Q: 3 clusters Score -2770748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 21224 members 
Entering Unmasked Estep 
Score: -2770763.500000 Penalty: 2973.047363
	Iteration 25Q: 3 clusters Score -2770764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -2770767.250000 Penalty: 2973.047363
	Iteration 26Q: 3 clusters Score -2770767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -2770763.000000 Penalty: 2973.047363
	Iteration 27Q: 3 clusters Score -2770763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
Score: -2770769.500000 Penalty: 2973.047363
	Iteration 28Q: 3 clusters Score -2770770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 21237 members 
Entering Unmasked Estep 
Score: -2770772.750000 Penalty: 2973.047363
	Iteration 29Q: 3 clusters Score -2770773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -2770772.000000 Penalty: 2973.047363
	Iteration 30Q: 3 clusters Score -2770772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -2770768.750000 Penalty: 2973.047363
	Iteration 31Q: 3 clusters Score -2770769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -2770768.750000 Penalty: 2973.047363
	Iteration 32F: 3 clusters Score -2770769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (19096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Entering Unmasked Estep 
Score: -2319905.000000 Penalty: 1466.756470
	Iteration 0F: 2 clusters Score -2319905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -2307381.250000 Penalty: 2933.512939
	Iteration 0F: 3 clusters Score -2307381 nChanged 8366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -2311987.250000 Penalty: 2933.512939
	Iteration 1F: 3 clusters Score -2311987 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -2312555.500000 Penalty: 2933.512939
	Iteration 2F: 3 clusters Score -2312556 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -2313100.500000 Penalty: 2933.512939
	Iteration 3F: 3 clusters Score -2313100 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -2313667.250000 Penalty: 2933.512939
	Iteration 4F: 3 clusters Score -2313667 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -2314234.250000 Penalty: 2933.512939
	Iteration 5F: 3 clusters Score -2314234 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -2314773.250000 Penalty: 2933.512939
	Iteration 6F: 3 clusters Score -2314773 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -2315228.750000 Penalty: 2933.512939
	Iteration 7Q: 3 clusters Score -2315229 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -2315603.250000 Penalty: 2933.512939
	Iteration 8Q: 3 clusters Score -2315603 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -2315896.500000 Penalty: 2933.512939
	Iteration 9Q: 3 clusters Score -2315896 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -2316110.000000 Penalty: 2933.512939
	Iteration 10Q: 3 clusters Score -2316110 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -2316286.750000 Penalty: 2933.512939
	Iteration 11Q: 3 clusters Score -2316287 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -2316473.000000 Penalty: 2933.512939
	Iteration 12Q: 3 clusters Score -2316473 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -2316635.500000 Penalty: 2933.512939
	Iteration 13Q: 3 clusters Score -2316636 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -2316781.250000 Penalty: 2933.512939
	Iteration 14Q: 3 clusters Score -2316781 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -2316898.000000 Penalty: 2933.512939
	Iteration 15Q: 3 clusters Score -2316898 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -2317006.750000 Penalty: 2933.512939
	Iteration 16Q: 3 clusters Score -2317007 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -2317134.250000 Penalty: 2933.512939
	Iteration 17Q: 3 clusters Score -2317134 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -2317259.000000 Penalty: 2933.512939
	Iteration 18Q: 3 clusters Score -2317259 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -2317346.750000 Penalty: 2933.512939
	Iteration 19Q: 3 clusters Score -2317347 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -2317448.500000 Penalty: 2933.512939
	Iteration 20F: 3 clusters Score -2317448 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -2317568.250000 Penalty: 2933.512939
	Iteration 21Q: 3 clusters Score -2317568 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -2317663.000000 Penalty: 2933.512939
	Iteration 22Q: 3 clusters Score -2317663 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -2317758.250000 Penalty: 2933.512939
	Iteration 23Q: 3 clusters Score -2317758 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -2317853.250000 Penalty: 2933.512939
	Iteration 24Q: 3 clusters Score -2317853 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -2317952.500000 Penalty: 2933.512939
	Iteration 25Q: 3 clusters Score -2317952 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -2318036.500000 Penalty: 2933.512939
	Iteration 26Q: 3 clusters Score -2318036 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -2318114.750000 Penalty: 2933.512939
	Iteration 27Q: 3 clusters Score -2318115 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -2318175.000000 Penalty: 2933.512939
	Iteration 28Q: 3 clusters Score -2318175 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -2318230.750000 Penalty: 2933.512939
	Iteration 29Q: 3 clusters Score -2318231 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -2318286.000000 Penalty: 2933.512939
	Iteration 30Q: 3 clusters Score -2318286 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -2318349.250000 Penalty: 2933.512939
	Iteration 31Q: 3 clusters Score -2318349 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -2318422.250000 Penalty: 2933.512939
	Iteration 32Q: 3 clusters Score -2318422 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -2318477.000000 Penalty: 2933.512939
	Iteration 33Q: 3 clusters Score -2318477 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -2318530.500000 Penalty: 2933.512939
	Iteration 34Q: 3 clusters Score -2318530 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -2318580.500000 Penalty: 2933.512939
	Iteration 35Q: 3 clusters Score -2318580 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -2318626.750000 Penalty: 2933.512939
	Iteration 36Q: 3 clusters Score -2318627 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -2318672.750000 Penalty: 2933.512939
	Iteration 37Q: 3 clusters Score -2318673 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -2318709.750000 Penalty: 2933.512939
	Iteration 38Q: 3 clusters Score -2318710 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -2318737.000000 Penalty: 2933.512939
	Iteration 39Q: 3 clusters Score -2318737 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -2318763.500000 Penalty: 2933.512939
	Iteration 40F: 3 clusters Score -2318764 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -2318781.000000 Penalty: 2933.512939
	Iteration 41Q: 3 clusters Score -2318781 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -2318791.000000 Penalty: 2933.512939
	Iteration 42Q: 3 clusters Score -2318791 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -2318800.250000 Penalty: 2933.512939
	Iteration 43Q: 3 clusters Score -2318800 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -2318812.750000 Penalty: 2933.512939
	Iteration 44Q: 3 clusters Score -2318813 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -2318825.000000 Penalty: 2933.512939
	Iteration 45Q: 3 clusters Score -2318825 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -2318833.750000 Penalty: 2933.512939
	Iteration 46Q: 3 clusters Score -2318834 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -2318827.750000 Penalty: 2933.512939
	Iteration 47Q: 3 clusters Score -2318828 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -2318842.250000 Penalty: 2933.512939
	Iteration 48Q: 3 clusters Score -2318842 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -2318848.500000 Penalty: 2933.512939
	Iteration 49Q: 3 clusters Score -2318848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -2318853.000000 Penalty: 2933.512939
	Iteration 50Q: 3 clusters Score -2318853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -2318853.750000 Penalty: 2933.512939
	Iteration 51Q: 3 clusters Score -2318854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -2318852.750000 Penalty: 2933.512939
	Iteration 52Q: 3 clusters Score -2318853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -2318859.250000 Penalty: 2933.512939
	Iteration 53Q: 3 clusters Score -2318859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -2318857.750000 Penalty: 2933.512939
	Iteration 54Q: 3 clusters Score -2318858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -2318862.000000 Penalty: 2933.512939
	Iteration 55Q: 3 clusters Score -2318862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -2318860.750000 Penalty: 2933.512939
	Iteration 56Q: 3 clusters Score -2318861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -2318864.750000 Penalty: 2933.512939
	Iteration 57Q: 3 clusters Score -2318865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -2318867.750000 Penalty: 2933.512939
	Iteration 58Q: 3 clusters Score -2318868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -2318867.500000 Penalty: 2933.512939
	Iteration 59Q: 3 clusters Score -2318868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -2318867.500000 Penalty: 2933.512939
	Iteration 60F: 3 clusters Score -2318868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (18815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Entering Unmasked Estep 
Score: -2387103.500000 Penalty: 1464.550659
	Iteration 0F: 2 clusters Score -2387104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -2374738.000000 Penalty: 2929.101318
	Iteration 0F: 3 clusters Score -2374738 nChanged 8325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -2379144.500000 Penalty: 2929.101318
	Iteration 1F: 3 clusters Score -2379144 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -2379481.750000 Penalty: 2929.101318
	Iteration 2F: 3 clusters Score -2379482 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -2379750.500000 Penalty: 2929.101318
	Iteration 3Q: 3 clusters Score -2379750 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -2380006.250000 Penalty: 2929.101318
	Iteration 4Q: 3 clusters Score -2380006 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -2380283.500000 Penalty: 2929.101318
	Iteration 5Q: 3 clusters Score -2380284 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -2380572.250000 Penalty: 2929.101318
	Iteration 6Q: 3 clusters Score -2380572 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -2380944.500000 Penalty: 2929.101318
	Iteration 7Q: 3 clusters Score -2380944 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -2381415.750000 Penalty: 2929.101318
	Iteration 8Q: 3 clusters Score -2381416 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -2382069.750000 Penalty: 2929.101318
	Iteration 9F: 3 clusters Score -2382070 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -2382835.500000 Penalty: 2929.101318
	Iteration 10F: 3 clusters Score -2382836 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -2383636.000000 Penalty: 2929.101318
	Iteration 11F: 3 clusters Score -2383636 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -2384293.750000 Penalty: 2929.101318
	Iteration 12Q: 3 clusters Score -2384294 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2384804.250000 Penalty: 2929.101318
	Iteration 13Q: 3 clusters Score -2384804 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2385198.000000 Penalty: 2929.101318
	Iteration 14Q: 3 clusters Score -2385198 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2385426.250000 Penalty: 2929.101318
	Iteration 15Q: 3 clusters Score -2385426 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2385597.500000 Penalty: 2929.101318
	Iteration 16Q: 3 clusters Score -2385598 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2385709.000000 Penalty: 2929.101318
	Iteration 17Q: 3 clusters Score -2385709 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2385771.250000 Penalty: 2929.101318
	Iteration 18Q: 3 clusters Score -2385771 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -2385824.000000 Penalty: 2929.101318
	Iteration 19Q: 3 clusters Score -2385824 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2385865.000000 Penalty: 2929.101318
	Iteration 20F: 3 clusters Score -2385865 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2385885.750000 Penalty: 2929.101318
	Iteration 21Q: 3 clusters Score -2385886 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18410 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2385900.000000 Penalty: 2929.101318
	Iteration 22Q: 3 clusters Score -2385900 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2385916.000000 Penalty: 2929.101318
	Iteration 23Q: 3 clusters Score -2385916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2385922.250000 Penalty: 2929.101318
	Iteration 24Q: 3 clusters Score -2385922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2385936.500000 Penalty: 2929.101318
	Iteration 25Q: 3 clusters Score -2385936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2385941.750000 Penalty: 2929.101318
	Iteration 26Q: 3 clusters Score -2385942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2385949.500000 Penalty: 2929.101318
	Iteration 27Q: 3 clusters Score -2385950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2385949.000000 Penalty: 2929.101318
	Iteration 28Q: 3 clusters Score -2385949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2385951.750000 Penalty: 2929.101318
	Iteration 29Q: 3 clusters Score -2385952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2385954.000000 Penalty: 2929.101318
	Iteration 30Q: 3 clusters Score -2385954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2385955.250000 Penalty: 2929.101318
	Iteration 31Q: 3 clusters Score -2385955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2385959.000000 Penalty: 2929.101318
	Iteration 32Q: 3 clusters Score -2385959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2385961.500000 Penalty: 2929.101318
	Iteration 33Q: 3 clusters Score -2385962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2385964.750000 Penalty: 2929.101318
	Iteration 34Q: 3 clusters Score -2385965 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2385964.750000 Penalty: 2929.101318
	Iteration 35F: 3 clusters Score -2385965 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (52476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52476 members 
Entering Unmasked Estep 
Score: -6668061.000000 Penalty: 1617.175049
	Iteration 0F: 2 clusters Score -6668061 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26053 members 
Mstep: Class 2 contains 26423 members 
Entering Unmasked Estep 
Score: -6634542.000000 Penalty: 3234.350098
	Iteration 0F: 3 clusters Score -6634542 nChanged 24462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24515 members 
Mstep: Class 2 contains 27961 members 
Entering Unmasked Estep 
Score: -6648039.000000 Penalty: 3234.350098
	Iteration 1F: 3 clusters Score -6648039 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 29066 members 
Entering Unmasked Estep 
Score: -6648759.000000 Penalty: 3234.350098
	Iteration 2Q: 3 clusters Score -6648759 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 30648 members 
Entering Unmasked Estep 
Score: -6649621.500000 Penalty: 3234.350098
	Iteration 3Q: 3 clusters Score -6649622 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 32918 members 
Entering Unmasked Estep 
Score: -6650884.500000 Penalty: 3234.350098
	Iteration 4F: 3 clusters Score -6650884 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 35977 members 
Entering Unmasked Estep 
Score: -6652867.000000 Penalty: 3234.350098
	Iteration 5F: 3 clusters Score -6652867 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 39940 members 
Entering Unmasked Estep 
Score: -6655814.500000 Penalty: 3234.350098
	Iteration 6F: 3 clusters Score -6655814 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 44228 members 
Entering Unmasked Estep 
Score: -6659512.500000 Penalty: 3234.350098
	Iteration 7F: 3 clusters Score -6659512 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 47902 members 
Entering Unmasked Estep 
Score: -6662789.000000 Penalty: 3234.350098
	Iteration 8F: 3 clusters Score -6662789 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 50214 members 
Entering Unmasked Estep 
Score: -6664820.500000 Penalty: 3234.350098
	Iteration 9Q: 3 clusters Score -6664820 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 51408 members 
Entering Unmasked Estep 
Score: -6665862.500000 Penalty: 3234.350098
	Iteration 10Q: 3 clusters Score -6665862 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 51906 members 
Entering Unmasked Estep 
Score: -6666311.000000 Penalty: 3234.350098
	Iteration 11Q: 3 clusters Score -6666311 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 52103 members 
Entering Unmasked Estep 
Score: -6666525.500000 Penalty: 3234.350098
	Iteration 12Q: 3 clusters Score -6666526 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 52166 members 
Entering Unmasked Estep 
Score: -6666623.500000 Penalty: 3234.350098
	Iteration 13Q: 3 clusters Score -6666624 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 52198 members 
Entering Unmasked Estep 
Score: -6666672.000000 Penalty: 3234.350098
	Iteration 14Q: 3 clusters Score -6666672 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 52209 members 
Entering Unmasked Estep 
Score: -6666706.000000 Penalty: 3234.350098
	Iteration 15Q: 3 clusters Score -6666706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 52221 members 
Entering Unmasked Estep 
Score: -6666728.500000 Penalty: 3234.350098
	Iteration 16Q: 3 clusters Score -6666728 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 52235 members 
Entering Unmasked Estep 
Score: -6666750.000000 Penalty: 3234.350098
	Iteration 17Q: 3 clusters Score -6666750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 52238 members 
Entering Unmasked Estep 
Score: -6666774.000000 Penalty: 3234.350098
	Iteration 18Q: 3 clusters Score -6666774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 52244 members 
Entering Unmasked Estep 
Score: -6666784.000000 Penalty: 3234.350098
	Iteration 19Q: 3 clusters Score -6666784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 52244 members 
Entering Unmasked Estep 
Score: -6666789.500000 Penalty: 3234.350098
	Iteration 20F: 3 clusters Score -6666790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 52244 members 
Entering Unmasked Estep 
Score: -6666795.000000 Penalty: 3234.350098
	Iteration 21Q: 3 clusters Score -6666795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 52244 members 
Entering Unmasked Estep 
Score: -6666795.500000 Penalty: 3234.350098
	Iteration 22Q: 3 clusters Score -6666796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 52244 members 
Entering Unmasked Estep 
Score: -6666795.500000 Penalty: 3234.350098
	Iteration 23F: 3 clusters Score -6666796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Entering Unmasked Estep 
Score: -300994.812500 Penalty: 1168.558594
	Iteration 0F: 2 clusters Score -300994.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -298765.656250 Penalty: 2337.117188
	Iteration 0F: 3 clusters Score -298765.7 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -299353.718750 Penalty: 2337.117188
	Iteration 1F: 3 clusters Score -299353.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -299508.812500 Penalty: 2337.117188
	Iteration 2F: 3 clusters Score -299508.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -299611.343750 Penalty: 2337.117188
	Iteration 3Q: 3 clusters Score -299611.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -299683.156250 Penalty: 2337.117188
	Iteration 4Q: 3 clusters Score -299683.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -299732.312500 Penalty: 2337.117188
	Iteration 5Q: 3 clusters Score -299732.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -299798.968750 Penalty: 2337.117188
	Iteration 6Q: 3 clusters Score -299799 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -299868.968750 Penalty: 2337.117188
	Iteration 7Q: 3 clusters Score -299869 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -299910.781250 Penalty: 2337.117188
	Iteration 8Q: 3 clusters Score -299910.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -299939.468750 Penalty: 2337.117188
	Iteration 9Q: 3 clusters Score -299939.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -299960.343750 Penalty: 2337.117188
	Iteration 10Q: 3 clusters Score -299960.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -299976.875000 Penalty: 2337.117188
	Iteration 11Q: 3 clusters Score -299976.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -299998.593750 Penalty: 2337.117188
	Iteration 12Q: 3 clusters Score -299998.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -300024.062500 Penalty: 2337.117188
	Iteration 13Q: 3 clusters Score -300024.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -300045.187500 Penalty: 2337.117188
	Iteration 14Q: 3 clusters Score -300045.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -300061.812500 Penalty: 2337.117188
	Iteration 15Q: 3 clusters Score -300061.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -300076.718750 Penalty: 2337.117188
	Iteration 16Q: 3 clusters Score -300076.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -300090.406250 Penalty: 2337.117188
	Iteration 17Q: 3 clusters Score -300090.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -300111.093750 Penalty: 2337.117188
	Iteration 18Q: 3 clusters Score -300111.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -300129.968750 Penalty: 2337.117188
	Iteration 19Q: 3 clusters Score -300130 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -300153.437500 Penalty: 2337.117188
	Iteration 20F: 3 clusters Score -300153.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -300173.562500 Penalty: 2337.117188
	Iteration 21Q: 3 clusters Score -300173.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -300190.500000 Penalty: 2337.117188
	Iteration 22Q: 3 clusters Score -300190.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -300201.625000 Penalty: 2337.117188
	Iteration 23Q: 3 clusters Score -300201.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -300209.312500 Penalty: 2337.117188
	Iteration 24Q: 3 clusters Score -300209.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -300214.437500 Penalty: 2337.117188
	Iteration 25Q: 3 clusters Score -300214.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -300218.343750 Penalty: 2337.117188
	Iteration 26Q: 3 clusters Score -300218.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -300221.375000 Penalty: 2337.117188
	Iteration 27Q: 3 clusters Score -300221.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -300228.687500 Penalty: 2337.117188
	Iteration 28Q: 3 clusters Score -300228.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -300233.531250 Penalty: 2337.117188
	Iteration 29Q: 3 clusters Score -300233.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -300238.625000 Penalty: 2337.117188
	Iteration 30Q: 3 clusters Score -300238.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -300240.750000 Penalty: 2337.117188
	Iteration 31Q: 3 clusters Score -300240.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -300243.406250 Penalty: 2337.117188
	Iteration 32Q: 3 clusters Score -300243.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -300244.906250 Penalty: 2337.117188
	Iteration 33Q: 3 clusters Score -300244.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -300245.937500 Penalty: 2337.117188
	Iteration 34Q: 3 clusters Score -300245.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -300248.250000 Penalty: 2337.117188
	Iteration 35Q: 3 clusters Score -300248.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -300250.875000 Penalty: 2337.117188
	Iteration 36Q: 3 clusters Score -300250.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -300252.968750 Penalty: 2337.117188
	Iteration 37Q: 3 clusters Score -300253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -300254.312500 Penalty: 2337.117188
	Iteration 38Q: 3 clusters Score -300254.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -300255.187500 Penalty: 2337.117188
	Iteration 39Q: 3 clusters Score -300255.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -300256.968750 Penalty: 2337.117188
	Iteration 40F: 3 clusters Score -300257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -300260.625000 Penalty: 2337.117188
	Iteration 41Q: 3 clusters Score -300260.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -300263.593750 Penalty: 2337.117188
	Iteration 42Q: 3 clusters Score -300263.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -300267.875000 Penalty: 2337.117188
	Iteration 43Q: 3 clusters Score -300267.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -300272.875000 Penalty: 2337.117188
	Iteration 44Q: 3 clusters Score -300272.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -300280.281250 Penalty: 2337.117188
	Iteration 45Q: 3 clusters Score -300280.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -300284.625000 Penalty: 2337.117188
	Iteration 46Q: 3 clusters Score -300284.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -300286.625000 Penalty: 2337.117188
	Iteration 47Q: 3 clusters Score -300286.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -300288.937500 Penalty: 2337.117188
	Iteration 48Q: 3 clusters Score -300288.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -300293.406250 Penalty: 2337.117188
	Iteration 49Q: 3 clusters Score -300293.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -300295.750000 Penalty: 2337.117188
	Iteration 50Q: 3 clusters Score -300295.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -300296.500000 Penalty: 2337.117188
	Iteration 51Q: 3 clusters Score -300296.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -300297.312500 Penalty: 2337.117188
	Iteration 52Q: 3 clusters Score -300297.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -300298.343750 Penalty: 2337.117188
	Iteration 53Q: 3 clusters Score -300298.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -300299.156250 Penalty: 2337.117188
	Iteration 54Q: 3 clusters Score -300299.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -300299.562500 Penalty: 2337.117188
	Iteration 55Q: 3 clusters Score -300299.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -300300.125000 Penalty: 2337.117188
	Iteration 56Q: 3 clusters Score -300300.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -300300.125000 Penalty: 2337.117188
	Iteration 57F: 3 clusters Score -300300.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Entering Unmasked Estep 
Score: -35818.488281 Penalty: 889.658203
	Iteration 0F: 2 clusters Score -35818.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -35070.980469 Penalty: 1779.316406
	Iteration 0F: 3 clusters Score -35070.98 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -35238.128906 Penalty: 1779.316406
	Iteration 1F: 3 clusters Score -35238.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -35278.914062 Penalty: 1779.316406
	Iteration 2Q: 3 clusters Score -35278.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -35292.578125 Penalty: 1779.316406
	Iteration 3Q: 3 clusters Score -35292.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -35310.132812 Penalty: 1779.316406
	Iteration 4Q: 3 clusters Score -35310.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -35319.937500 Penalty: 1779.316406
	Iteration 5Q: 3 clusters Score -35319.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -35324.652344 Penalty: 1779.316406
	Iteration 6Q: 3 clusters Score -35324.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -35324.652344 Penalty: 1779.316406
	Iteration 7F: 3 clusters Score -35324.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (6002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Entering Unmasked Estep 
Score: -701710.000000 Penalty: 1294.537476
	Iteration 0F: 2 clusters Score -701710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -697480.312500 Penalty: 2589.074951
	Iteration 0F: 3 clusters Score -697480.3 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -698952.250000 Penalty: 2589.074951
	Iteration 1F: 3 clusters Score -698952.2 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -699326.562500 Penalty: 2589.074951
	Iteration 2F: 3 clusters Score -699326.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -699605.062500 Penalty: 2589.074951
	Iteration 3F: 3 clusters Score -699605.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -699839.937500 Penalty: 2589.074951
	Iteration 4F: 3 clusters Score -699839.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -700025.875000 Penalty: 2589.074951
	Iteration 5Q: 3 clusters Score -700025.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -700198.437500 Penalty: 2589.074951
	Iteration 6Q: 3 clusters Score -700198.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -700335.500000 Penalty: 2589.074951
	Iteration 7Q: 3 clusters Score -700335.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -700440.812500 Penalty: 2589.074951
	Iteration 8Q: 3 clusters Score -700440.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -700570.562500 Penalty: 2589.074951
	Iteration 9Q: 3 clusters Score -700570.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -700696.250000 Penalty: 2589.074951
	Iteration 10Q: 3 clusters Score -700696.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -700796.875000 Penalty: 2589.074951
	Iteration 11Q: 3 clusters Score -700796.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -700895.875000 Penalty: 2589.074951
	Iteration 12Q: 3 clusters Score -700895.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -700995.937500 Penalty: 2589.074951
	Iteration 13Q: 3 clusters Score -700995.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -701083.500000 Penalty: 2589.074951
	Iteration 14Q: 3 clusters Score -701083.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -701163.625000 Penalty: 2589.074951
	Iteration 15Q: 3 clusters Score -701163.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -701219.250000 Penalty: 2589.074951
	Iteration 16Q: 3 clusters Score -701219.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -701256.687500 Penalty: 2589.074951
	Iteration 17Q: 3 clusters Score -701256.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -701283.937500 Penalty: 2589.074951
	Iteration 18Q: 3 clusters Score -701283.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -701304.500000 Penalty: 2589.074951
	Iteration 19Q: 3 clusters Score -701304.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -701326.312500 Penalty: 2589.074951
	Iteration 20F: 3 clusters Score -701326.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -701347.187500 Penalty: 2589.074951
	Iteration 21Q: 3 clusters Score -701347.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -701363.250000 Penalty: 2589.074951
	Iteration 22Q: 3 clusters Score -701363.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -701376.687500 Penalty: 2589.074951
	Iteration 23Q: 3 clusters Score -701376.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -701392.500000 Penalty: 2589.074951
	Iteration 24Q: 3 clusters Score -701392.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -701401.937500 Penalty: 2589.074951
	Iteration 25Q: 3 clusters Score -701401.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -701414.625000 Penalty: 2589.074951
	Iteration 26Q: 3 clusters Score -701414.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -701424.375000 Penalty: 2589.074951
	Iteration 27Q: 3 clusters Score -701424.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -701434.187500 Penalty: 2589.074951
	Iteration 28Q: 3 clusters Score -701434.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -701438.437500 Penalty: 2589.074951
	Iteration 29Q: 3 clusters Score -701438.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -701443.562500 Penalty: 2589.074951
	Iteration 30Q: 3 clusters Score -701443.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -701445.687500 Penalty: 2589.074951
	Iteration 31Q: 3 clusters Score -701445.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -701447.562500 Penalty: 2589.074951
	Iteration 32Q: 3 clusters Score -701447.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -701448.875000 Penalty: 2589.074951
	Iteration 33Q: 3 clusters Score -701448.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -701453.625000 Penalty: 2589.074951
	Iteration 34Q: 3 clusters Score -701453.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -701455.625000 Penalty: 2589.074951
	Iteration 35Q: 3 clusters Score -701455.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -701455.812500 Penalty: 2589.074951
	Iteration 36Q: 3 clusters Score -701455.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -701456.625000 Penalty: 2589.074951
	Iteration 37Q: 3 clusters Score -701456.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -701456.625000 Penalty: 2589.074951
	Iteration 38Q: 3 clusters Score -701456.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -701456.625000 Penalty: 2589.074951
	Iteration 39F: 3 clusters Score -701456.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Entering Unmasked Estep 
Score: -122333.625000 Penalty: 1035.981812
	Iteration 0F: 2 clusters Score -122333.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -121030.593750 Penalty: 2071.963623
	Iteration 0F: 3 clusters Score -121030.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -121288.921875 Penalty: 2071.963623
	Iteration 1F: 3 clusters Score -121288.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -121371.203125 Penalty: 2071.963623
	Iteration 2F: 3 clusters Score -121371.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -121423.273438 Penalty: 2071.963623
	Iteration 3Q: 3 clusters Score -121423.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -121450.695312 Penalty: 2071.963623
	Iteration 4Q: 3 clusters Score -121450.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -121462.976562 Penalty: 2071.963623
	Iteration 5Q: 3 clusters Score -121463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -121472.117188 Penalty: 2071.963623
	Iteration 6Q: 3 clusters Score -121472.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -121478.242188 Penalty: 2071.963623
	Iteration 7Q: 3 clusters Score -121478.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -121483.484375 Penalty: 2071.963623
	Iteration 8Q: 3 clusters Score -121483.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -121486.875000 Penalty: 2071.963623
	Iteration 9Q: 3 clusters Score -121486.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -121487.617188 Penalty: 2071.963623
	Iteration 10Q: 3 clusters Score -121487.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -121488.289062 Penalty: 2071.963623
	Iteration 11Q: 3 clusters Score -121488.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -121490.140625 Penalty: 2071.963623
	Iteration 12Q: 3 clusters Score -121490.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -121490.140625 Penalty: 2071.963623
	Iteration 13F: 3 clusters Score -121490.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (9489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Entering Unmasked Estep 
Score: -1203243.375000 Penalty: 1362.693848
	Iteration 0F: 2 clusters Score -1203243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1196847.375000 Penalty: 2725.387695
	Iteration 0F: 3 clusters Score -1196847 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1198999.000000 Penalty: 2725.387695
	Iteration 1F: 3 clusters Score -1198999 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1199303.375000 Penalty: 2725.387695
	Iteration 2F: 3 clusters Score -1199303 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1199522.125000 Penalty: 2725.387695
	Iteration 3F: 3 clusters Score -1199522 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1199715.250000 Penalty: 2725.387695
	Iteration 4Q: 3 clusters Score -1199715 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1199883.750000 Penalty: 2725.387695
	Iteration 5Q: 3 clusters Score -1199884 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1200012.000000 Penalty: 2725.387695
	Iteration 6Q: 3 clusters Score -1200012 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1200114.000000 Penalty: 2725.387695
	Iteration 7Q: 3 clusters Score -1200114 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1200210.375000 Penalty: 2725.387695
	Iteration 8Q: 3 clusters Score -1200210 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1200311.375000 Penalty: 2725.387695
	Iteration 9Q: 3 clusters Score -1200311 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1200404.250000 Penalty: 2725.387695
	Iteration 10Q: 3 clusters Score -1200404 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1200482.000000 Penalty: 2725.387695
	Iteration 11Q: 3 clusters Score -1200482 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1200559.125000 Penalty: 2725.387695
	Iteration 12Q: 3 clusters Score -1200559 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1200647.875000 Penalty: 2725.387695
	Iteration 13Q: 3 clusters Score -1200648 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1200727.375000 Penalty: 2725.387695
	Iteration 14Q: 3 clusters Score -1200727 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1200822.250000 Penalty: 2725.387695
	Iteration 15Q: 3 clusters Score -1200822 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1200935.625000 Penalty: 2725.387695
	Iteration 16Q: 3 clusters Score -1200936 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1201079.125000 Penalty: 2725.387695
	Iteration 17Q: 3 clusters Score -1201079 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1201236.500000 Penalty: 2725.387695
	Iteration 18Q: 3 clusters Score -1201236 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1201370.625000 Penalty: 2725.387695
	Iteration 19Q: 3 clusters Score -1201371 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1201500.375000 Penalty: 2725.387695
	Iteration 20F: 3 clusters Score -1201500 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1201607.500000 Penalty: 2725.387695
	Iteration 21Q: 3 clusters Score -1201608 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1201686.000000 Penalty: 2725.387695
	Iteration 22Q: 3 clusters Score -1201686 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1201755.250000 Penalty: 2725.387695
	Iteration 23Q: 3 clusters Score -1201755 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1201822.750000 Penalty: 2725.387695
	Iteration 24Q: 3 clusters Score -1201823 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1201889.250000 Penalty: 2725.387695
	Iteration 25Q: 3 clusters Score -1201889 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1201937.125000 Penalty: 2725.387695
	Iteration 26Q: 3 clusters Score -1201937 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1201986.500000 Penalty: 2725.387695
	Iteration 27Q: 3 clusters Score -1201986 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1202030.875000 Penalty: 2725.387695
	Iteration 28Q: 3 clusters Score -1202031 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1202057.250000 Penalty: 2725.387695
	Iteration 29Q: 3 clusters Score -1202057 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1202073.125000 Penalty: 2725.387695
	Iteration 30Q: 3 clusters Score -1202073 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1202082.000000 Penalty: 2725.387695
	Iteration 31Q: 3 clusters Score -1202082 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1202096.375000 Penalty: 2725.387695
	Iteration 32Q: 3 clusters Score -1202096 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1202112.125000 Penalty: 2725.387695
	Iteration 33Q: 3 clusters Score -1202112 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1202124.750000 Penalty: 2725.387695
	Iteration 34Q: 3 clusters Score -1202125 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1202132.125000 Penalty: 2725.387695
	Iteration 35Q: 3 clusters Score -1202132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1202142.375000 Penalty: 2725.387695
	Iteration 36Q: 3 clusters Score -1202142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1202149.375000 Penalty: 2725.387695
	Iteration 37Q: 3 clusters Score -1202149 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1202157.750000 Penalty: 2725.387695
	Iteration 38Q: 3 clusters Score -1202158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1202166.625000 Penalty: 2725.387695
	Iteration 39Q: 3 clusters Score -1202167 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1202173.625000 Penalty: 2725.387695
	Iteration 40F: 3 clusters Score -1202174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1202179.375000 Penalty: 2725.387695
	Iteration 41Q: 3 clusters Score -1202179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1202182.125000 Penalty: 2725.387695
	Iteration 42Q: 3 clusters Score -1202182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1202182.750000 Penalty: 2725.387695
	Iteration 43Q: 3 clusters Score -1202183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1202182.750000 Penalty: 2725.387695
	Iteration 44F: 3 clusters Score -1202183 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (22033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Entering Unmasked Estep 
Score: -2787982.500000 Penalty: 1488.044189
	Iteration 0F: 2 clusters Score -2787982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -2773660.750000 Penalty: 2976.088379
	Iteration 0F: 3 clusters Score -2773661 nChanged 9781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -2778960.500000 Penalty: 2976.088379
	Iteration 1F: 3 clusters Score -2778960 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -2779389.750000 Penalty: 2976.088379
	Iteration 2F: 3 clusters Score -2779390 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -2779767.500000 Penalty: 2976.088379
	Iteration 3Q: 3 clusters Score -2779768 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -2780165.000000 Penalty: 2976.088379
	Iteration 4Q: 3 clusters Score -2780165 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -2780645.500000 Penalty: 2976.088379
	Iteration 5Q: 3 clusters Score -2780646 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -2781247.250000 Penalty: 2976.088379
	Iteration 6F: 3 clusters Score -2781247 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -2782010.500000 Penalty: 2976.088379
	Iteration 7F: 3 clusters Score -2782010 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -2782947.750000 Penalty: 2976.088379
	Iteration 8F: 3 clusters Score -2782948 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 18457 members 
Entering Unmasked Estep 
Score: -2783928.750000 Penalty: 2976.088379
	Iteration 9F: 3 clusters Score -2783929 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -2784821.000000 Penalty: 2976.088379
	Iteration 10Q: 3 clusters Score -2784821 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 20390 members 
Entering Unmasked Estep 
Score: -2785537.750000 Penalty: 2976.088379
	Iteration 11Q: 3 clusters Score -2785538 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -2785996.750000 Penalty: 2976.088379
	Iteration 12Q: 3 clusters Score -2785997 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
Score: -2786298.500000 Penalty: 2976.088379
	Iteration 13Q: 3 clusters Score -2786298 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 21464 members 
Entering Unmasked Estep 
Score: -2786493.000000 Penalty: 2976.088379
	Iteration 14Q: 3 clusters Score -2786493 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -2786604.500000 Penalty: 2976.088379
	Iteration 15Q: 3 clusters Score -2786604 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 21634 members 
Entering Unmasked Estep 
Score: -2786685.250000 Penalty: 2976.088379
	Iteration 16Q: 3 clusters Score -2786685 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 21678 members 
Entering Unmasked Estep 
Score: -2786760.000000 Penalty: 2976.088379
	Iteration 17Q: 3 clusters Score -2786760 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 21704 members 
Entering Unmasked Estep 
Score: -2786798.250000 Penalty: 2976.088379
	Iteration 18Q: 3 clusters Score -2786798 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -2786812.750000 Penalty: 2976.088379
	Iteration 19Q: 3 clusters Score -2786813 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 21729 members 
Entering Unmasked Estep 
Score: -2786833.500000 Penalty: 2976.088379
	Iteration 20F: 3 clusters Score -2786834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 21736 members 
Entering Unmasked Estep 
Score: -2786839.000000 Penalty: 2976.088379
	Iteration 21Q: 3 clusters Score -2786839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 21737 members 
Entering Unmasked Estep 
Score: -2786840.000000 Penalty: 2976.088379
	Iteration 22Q: 3 clusters Score -2786840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 21739 members 
Entering Unmasked Estep 
Score: -2786843.500000 Penalty: 2976.088379
	Iteration 23Q: 3 clusters Score -2786844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 21742 members 
Entering Unmasked Estep 
Score: -2786845.500000 Penalty: 2976.088379
	Iteration 24Q: 3 clusters Score -2786846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 21743 members 
Entering Unmasked Estep 
Score: -2786845.750000 Penalty: 2976.088379
	Iteration 25Q: 3 clusters Score -2786846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 21743 members 
Entering Unmasked Estep 
Score: -2786845.750000 Penalty: 2976.088379
	Iteration 26F: 3 clusters Score -2786846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (11358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Entering Unmasked Estep 
Score: -1516785.250000 Penalty: 1389.446533
	Iteration 0F: 2 clusters Score -1516785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1509153.875000 Penalty: 2778.893066
	Iteration 0F: 3 clusters Score -1509154 nChanged 4761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1511613.375000 Penalty: 2778.893066
	Iteration 1F: 3 clusters Score -1511613 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1511887.125000 Penalty: 2778.893066
	Iteration 2F: 3 clusters Score -1511887 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1512072.250000 Penalty: 2778.893066
	Iteration 3Q: 3 clusters Score -1512072 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1512208.250000 Penalty: 2778.893066
	Iteration 4Q: 3 clusters Score -1512208 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1512325.750000 Penalty: 2778.893066
	Iteration 5Q: 3 clusters Score -1512326 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1512406.625000 Penalty: 2778.893066
	Iteration 6Q: 3 clusters Score -1512407 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1512482.375000 Penalty: 2778.893066
	Iteration 7Q: 3 clusters Score -1512482 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1512554.750000 Penalty: 2778.893066
	Iteration 8Q: 3 clusters Score -1512555 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1512628.000000 Penalty: 2778.893066
	Iteration 9Q: 3 clusters Score -1512628 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1512704.125000 Penalty: 2778.893066
	Iteration 10Q: 3 clusters Score -1512704 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1512796.875000 Penalty: 2778.893066
	Iteration 11Q: 3 clusters Score -1512797 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1512900.875000 Penalty: 2778.893066
	Iteration 12Q: 3 clusters Score -1512901 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1513039.375000 Penalty: 2778.893066
	Iteration 13Q: 3 clusters Score -1513039 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1513184.750000 Penalty: 2778.893066
	Iteration 14Q: 3 clusters Score -1513185 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1513416.875000 Penalty: 2778.893066
	Iteration 15Q: 3 clusters Score -1513417 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1513695.875000 Penalty: 2778.893066
	Iteration 16Q: 3 clusters Score -1513696 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1514059.500000 Penalty: 2778.893066
	Iteration 17Q: 3 clusters Score -1514060 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1514448.125000 Penalty: 2778.893066
	Iteration 18Q: 3 clusters Score -1514448 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1514807.750000 Penalty: 2778.893066
	Iteration 19Q: 3 clusters Score -1514808 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -1515113.375000 Penalty: 2778.893066
	Iteration 20F: 3 clusters Score -1515113 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1515316.625000 Penalty: 2778.893066
	Iteration 21Q: 3 clusters Score -1515317 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -1515429.500000 Penalty: 2778.893066
	Iteration 22Q: 3 clusters Score -1515430 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -1515514.375000 Penalty: 2778.893066
	Iteration 23Q: 3 clusters Score -1515514 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -1515578.250000 Penalty: 2778.893066
	Iteration 24Q: 3 clusters Score -1515578 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1515612.125000 Penalty: 2778.893066
	Iteration 25Q: 3 clusters Score -1515612 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -1515651.625000 Penalty: 2778.893066
	Iteration 26Q: 3 clusters Score -1515652 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -1515674.125000 Penalty: 2778.893066
	Iteration 27Q: 3 clusters Score -1515674 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1515691.125000 Penalty: 2778.893066
	Iteration 28Q: 3 clusters Score -1515691 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -1515701.625000 Penalty: 2778.893066
	Iteration 29Q: 3 clusters Score -1515702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -1515709.375000 Penalty: 2778.893066
	Iteration 30Q: 3 clusters Score -1515709 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -1515724.500000 Penalty: 2778.893066
	Iteration 31Q: 3 clusters Score -1515724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -1515733.875000 Penalty: 2778.893066
	Iteration 32Q: 3 clusters Score -1515734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1515741.125000 Penalty: 2778.893066
	Iteration 33Q: 3 clusters Score -1515741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1515752.000000 Penalty: 2778.893066
	Iteration 34Q: 3 clusters Score -1515752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -1515755.750000 Penalty: 2778.893066
	Iteration 35Q: 3 clusters Score -1515756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -1515755.750000 Penalty: 2778.893066
	Iteration 36F: 3 clusters Score -1515756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (47789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47789 members 
Entering Unmasked Estep 
Score: -6063639.000000 Penalty: 1603.253174
	Iteration 0F: 2 clusters Score -6063639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23973 members 
Mstep: Class 2 contains 23816 members 
Entering Unmasked Estep 
Score: -6033264.500000 Penalty: 3206.506348
	Iteration 0F: 3 clusters Score -6033264 nChanged 21873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24528 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -6045140.000000 Penalty: 3206.506348
	Iteration 1F: 3 clusters Score -6045140 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24843 members 
Mstep: Class 2 contains 22946 members 
Entering Unmasked Estep 
Score: -6045629.000000 Penalty: 3206.506348
	Iteration 2Q: 3 clusters Score -6045629 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25342 members 
Mstep: Class 2 contains 22447 members 
Entering Unmasked Estep 
Score: -6046108.500000 Penalty: 3206.506348
	Iteration 3Q: 3 clusters Score -6046108 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26051 members 
Mstep: Class 2 contains 21738 members 
Entering Unmasked Estep 
Score: -6046634.000000 Penalty: 3206.506348
	Iteration 4Q: 3 clusters Score -6046634 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27059 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -6047173.500000 Penalty: 3206.506348
	Iteration 5Q: 3 clusters Score -6047174 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28350 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -6047754.000000 Penalty: 3206.506348
	Iteration 6Q: 3 clusters Score -6047754 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30022 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -6048534.000000 Penalty: 3206.506348
	Iteration 7Q: 3 clusters Score -6048534 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32280 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -6049698.500000 Penalty: 3206.506348
	Iteration 8Q: 3 clusters Score -6049698 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35250 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -6051617.000000 Penalty: 3206.506348
	Iteration 9F: 3 clusters Score -6051617 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38759 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -6054362.500000 Penalty: 3206.506348
	Iteration 10F: 3 clusters Score -6054362 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42423 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -6057536.500000 Penalty: 3206.506348
	Iteration 11F: 3 clusters Score -6057536 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45191 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -6060026.000000 Penalty: 3206.506348
	Iteration 12F: 3 clusters Score -6060026 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46694 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -6061382.000000 Penalty: 3206.506348
	Iteration 13Q: 3 clusters Score -6061382 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47266 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -6061919.000000 Penalty: 3206.506348
	Iteration 14Q: 3 clusters Score -6061919 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47466 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -6062135.500000 Penalty: 3206.506348
	Iteration 15Q: 3 clusters Score -6062136 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47522 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -6062221.500000 Penalty: 3206.506348
	Iteration 16Q: 3 clusters Score -6062222 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47550 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -6062286.500000 Penalty: 3206.506348
	Iteration 17Q: 3 clusters Score -6062286 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47567 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -6062325.500000 Penalty: 3206.506348
	Iteration 18Q: 3 clusters Score -6062326 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47579 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -6062346.500000 Penalty: 3206.506348
	Iteration 19Q: 3 clusters Score -6062346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47582 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -6062357.500000 Penalty: 3206.506348
	Iteration 20F: 3 clusters Score -6062358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47584 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -6062370.000000 Penalty: 3206.506348
	Iteration 21Q: 3 clusters Score -6062370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47587 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -6062374.500000 Penalty: 3206.506348
	Iteration 22Q: 3 clusters Score -6062374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47586 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -6062384.000000 Penalty: 3206.506348
	Iteration 23Q: 3 clusters Score -6062384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47586 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -6062392.500000 Penalty: 3206.506348
	Iteration 24Q: 3 clusters Score -6062392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47587 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -6062396.000000 Penalty: 3206.506348
	Iteration 25Q: 3 clusters Score -6062396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47587 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -6062400.000000 Penalty: 3206.506348
	Iteration 26Q: 3 clusters Score -6062400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47587 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -6062400.000000 Penalty: 3206.506348
	Iteration 27F: 3 clusters Score -6062400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Entering Unmasked Estep 
Score: -16287.263672 Penalty: 750.461670
	Iteration 0F: 2 clusters Score -16287.26 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 76 members 
Entering Unmasked Estep 
Score: -15793.758789 Penalty: 1500.923340
	Iteration 0F: 3 clusters Score -15793.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -15837.511719 Penalty: 1500.923340
	Iteration 1F: 3 clusters Score -15837.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -15842.904297 Penalty: 1500.923340
	Iteration 2Q: 3 clusters Score -15842.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -15842.904297 Penalty: 1500.923340
	Iteration 3F: 3 clusters Score -15842.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Entering Unmasked Estep 
Score: -29082.914062 Penalty: 912.326538
	Iteration 0F: 2 clusters Score -29082.91 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 232 members 
Entering Unmasked Estep 
Score: -28344.775391 Penalty: 1824.653076
	Iteration 0F: 3 clusters Score -28344.78 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -28651.837891 Penalty: 1824.653076
	Iteration 1F: 3 clusters Score -28651.84 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -28836.074219 Penalty: 1824.653076
	Iteration 2F: 3 clusters Score -28836.07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -28991.558594 Penalty: 1824.653076
	Iteration 3F: 3 clusters Score -28991.56 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -29098.078125 Penalty: 1824.653076
	Iteration 4Q: 3 clusters Score -29098.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -29188.464844 Penalty: 1824.653076
	Iteration 5Q: 3 clusters Score -29188.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -29290.916016 Penalty: 1824.653076
	Iteration 6Q: 3 clusters Score -29290.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -29386.705078 Penalty: 1824.653076
	Iteration 7Q: 3 clusters Score -29386.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -29427.126953 Penalty: 1824.653076
	Iteration 8Q: 3 clusters Score -29427.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -29427.126953 Penalty: 1824.653076
	Iteration 9F: 3 clusters Score -29427.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 40622 members 
Mstep: Class 3 contains 4224 members 
Mstep: Class 4 contains 70082 members 
Mstep: Class 5 contains 11630 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33860 members 
Mstep: Class 8 contains 11141 members 
Mstep: Class 9 contains 26328 members 
Mstep: Class 10 contains 2421 members 
Mstep: Class 11 contains 25586 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4643 members 
Mstep: Class 14 contains 67482 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2746 members 
Mstep: Class 17 contains 9136 members 
Mstep: Class 18 contains 22244 members 
Mstep: Class 19 contains 7593 members 
Mstep: Class 20 contains 6951 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19096 members 
Mstep: Class 23 contains 18815 members 
Mstep: Class 24 contains 52476 members 
Mstep: Class 25 contains 2574 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6002 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9489 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11358 members 
Mstep: Class 32 contains 47789 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 244 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 59378 members 
Mstep: Class 39 contains 16171 members 
Mstep: Class 40 contains 2456 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11706 members 
Mstep: Class 43 contains 657 members 
Mstep: Class 44 contains 216 members 
Entering Unmasked Estep 
Score: -81027600.000000 Penalty: 87800.648438
Splitting cluster 34 changes total score from -81028312.000000 to -81027600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (5739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Entering Unmasked Estep 
Score: -726541.187500 Penalty: 1287.870117
	Iteration 0F: 2 clusters Score -726541.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -722397.562500 Penalty: 2575.740234
	Iteration 0F: 3 clusters Score -722397.6 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -723705.250000 Penalty: 2575.740234
	Iteration 1F: 3 clusters Score -723705.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -723912.250000 Penalty: 2575.740234
	Iteration 2F: 3 clusters Score -723912.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -724034.250000 Penalty: 2575.740234
	Iteration 3Q: 3 clusters Score -724034.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -724125.687500 Penalty: 2575.740234
	Iteration 4Q: 3 clusters Score -724125.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -724201.562500 Penalty: 2575.740234
	Iteration 5Q: 3 clusters Score -724201.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -724264.062500 Penalty: 2575.740234
	Iteration 6Q: 3 clusters Score -724264.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -724306.250000 Penalty: 2575.740234
	Iteration 7Q: 3 clusters Score -724306.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -724345.250000 Penalty: 2575.740234
	Iteration 8Q: 3 clusters Score -724345.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -724374.875000 Penalty: 2575.740234
	Iteration 9Q: 3 clusters Score -724374.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -724404.562500 Penalty: 2575.740234
	Iteration 10Q: 3 clusters Score -724404.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -724429.062500 Penalty: 2575.740234
	Iteration 11Q: 3 clusters Score -724429.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -724457.312500 Penalty: 2575.740234
	Iteration 12Q: 3 clusters Score -724457.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -724479.062500 Penalty: 2575.740234
	Iteration 13Q: 3 clusters Score -724479.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -724497.875000 Penalty: 2575.740234
	Iteration 14Q: 3 clusters Score -724497.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -724518.625000 Penalty: 2575.740234
	Iteration 15Q: 3 clusters Score -724518.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -724536.312500 Penalty: 2575.740234
	Iteration 16Q: 3 clusters Score -724536.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -724551.312500 Penalty: 2575.740234
	Iteration 17Q: 3 clusters Score -724551.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -724566.750000 Penalty: 2575.740234
	Iteration 18Q: 3 clusters Score -724566.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -724580.500000 Penalty: 2575.740234
	Iteration 19Q: 3 clusters Score -724580.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -724589.437500 Penalty: 2575.740234
	Iteration 20F: 3 clusters Score -724589.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -724599.875000 Penalty: 2575.740234
	Iteration 21Q: 3 clusters Score -724599.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -724604.187500 Penalty: 2575.740234
	Iteration 22Q: 3 clusters Score -724604.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -724608.437500 Penalty: 2575.740234
	Iteration 23Q: 3 clusters Score -724608.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -724613.062500 Penalty: 2575.740234
	Iteration 24Q: 3 clusters Score -724613.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -724616.812500 Penalty: 2575.740234
	Iteration 25Q: 3 clusters Score -724616.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -724620.000000 Penalty: 2575.740234
	Iteration 26Q: 3 clusters Score -724620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -724622.375000 Penalty: 2575.740234
	Iteration 27Q: 3 clusters Score -724622.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -724623.312500 Penalty: 2575.740234
	Iteration 28Q: 3 clusters Score -724623.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -724626.625000 Penalty: 2575.740234
	Iteration 29Q: 3 clusters Score -724626.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -724628.375000 Penalty: 2575.740234
	Iteration 30Q: 3 clusters Score -724628.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -724628.375000 Penalty: 2575.740234
	Iteration 31Q: 3 clusters Score -724628.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -724628.750000 Penalty: 2575.740234
	Iteration 32Q: 3 clusters Score -724628.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -724630.500000 Penalty: 2575.740234
	Iteration 33Q: 3 clusters Score -724630.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -724631.875000 Penalty: 2575.740234
	Iteration 34Q: 3 clusters Score -724631.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -724634.062500 Penalty: 2575.740234
	Iteration 35Q: 3 clusters Score -724634.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -724635.062500 Penalty: 2575.740234
	Iteration 36Q: 3 clusters Score -724635.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -724637.250000 Penalty: 2575.740234
	Iteration 37Q: 3 clusters Score -724637.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -724636.875000 Penalty: 2575.740234
	Iteration 38Q: 3 clusters Score -724636.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -724638.125000 Penalty: 2575.740234
	Iteration 39Q: 3 clusters Score -724638.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -724638.562500 Penalty: 2575.740234
	Iteration 40F: 3 clusters Score -724638.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -724639.750000 Penalty: 2575.740234
	Iteration 41Q: 3 clusters Score -724639.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -724638.812500 Penalty: 2575.740234
	Iteration 42Q: 3 clusters Score -724638.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -724638.250000 Penalty: 2575.740234
	Iteration 43Q: 3 clusters Score -724638.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -724638.250000 Penalty: 2575.740234
	Iteration 44F: 3 clusters Score -724638.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Entering Unmasked Estep 
Score: -43915.148438 Penalty: 923.238220
	Iteration 0F: 2 clusters Score -43915.15 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 246 members 
Entering Unmasked Estep 
Score: -43042.093750 Penalty: 1846.476440
	Iteration 0F: 3 clusters Score -43042.09 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -43237.835938 Penalty: 1846.476440
	Iteration 1F: 3 clusters Score -43237.84 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -43287.367188 Penalty: 1846.476440
	Iteration 2Q: 3 clusters Score -43287.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -43314.726562 Penalty: 1846.476440
	Iteration 3Q: 3 clusters Score -43314.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -43337.000000 Penalty: 1846.476440
	Iteration 4Q: 3 clusters Score -43337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -43346.214844 Penalty: 1846.476440
	Iteration 5Q: 3 clusters Score -43346.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -43355.390625 Penalty: 1846.476440
	Iteration 6Q: 3 clusters Score -43355.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -43363.648438 Penalty: 1846.476440
	Iteration 7Q: 3 clusters Score -43363.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -43376.351562 Penalty: 1846.476440
	Iteration 8Q: 3 clusters Score -43376.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -43392.656250 Penalty: 1846.476440
	Iteration 9Q: 3 clusters Score -43392.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -43400.222656 Penalty: 1846.476440
	Iteration 10Q: 3 clusters Score -43400.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -43404.027344 Penalty: 1846.476440
	Iteration 11Q: 3 clusters Score -43404.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -43407.917969 Penalty: 1846.476440
	Iteration 12Q: 3 clusters Score -43407.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -43413.671875 Penalty: 1846.476440
	Iteration 13Q: 3 clusters Score -43413.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -43413.671875 Penalty: 1846.476440
	Iteration 14F: 3 clusters Score -43413.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Entering Unmasked Estep 
Score: -123947.906250 Penalty: 1036.403931
	Iteration 0F: 2 clusters Score -123947.9 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 538 members 
Entering Unmasked Estep 
Score: -122607.710938 Penalty: 2072.807861
	Iteration 0F: 3 clusters Score -122607.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -122899.187500 Penalty: 2072.807861
	Iteration 1F: 3 clusters Score -122899.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -123002.882812 Penalty: 2072.807861
	Iteration 2F: 3 clusters Score -123002.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -123056.765625 Penalty: 2072.807861
	Iteration 3Q: 3 clusters Score -123056.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -123075.179688 Penalty: 2072.807861
	Iteration 4Q: 3 clusters Score -123075.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -123085.585938 Penalty: 2072.807861
	Iteration 5Q: 3 clusters Score -123085.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -123090.179688 Penalty: 2072.807861
	Iteration 6Q: 3 clusters Score -123090.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -123092.500000 Penalty: 2072.807861
	Iteration 7Q: 3 clusters Score -123092.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -123093.304688 Penalty: 2072.807861
	Iteration 8Q: 3 clusters Score -123093.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -123094.039062 Penalty: 2072.807861
	Iteration 9Q: 3 clusters Score -123094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -123094.039062 Penalty: 2072.807861
	Iteration 10F: 3 clusters Score -123094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (59378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59378 members 
Entering Unmasked Estep 
Score: -7551618.000000 Penalty: 1635.561890
	Iteration 0F: 2 clusters Score -7551618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29433 members 
Mstep: Class 2 contains 29945 members 
Entering Unmasked Estep 
Score: -7514841.500000 Penalty: 3271.123779
	Iteration 0F: 3 clusters Score -7514842 nChanged 27422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28237 members 
Mstep: Class 2 contains 31141 members 
Entering Unmasked Estep 
Score: -7530071.000000 Penalty: 3271.123779
	Iteration 1F: 3 clusters Score -7530071 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27258 members 
Mstep: Class 2 contains 32120 members 
Entering Unmasked Estep 
Score: -7530779.500000 Penalty: 3271.123779
	Iteration 2Q: 3 clusters Score -7530780 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25892 members 
Mstep: Class 2 contains 33486 members 
Entering Unmasked Estep 
Score: -7531480.000000 Penalty: 3271.123779
	Iteration 3Q: 3 clusters Score -7531480 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23845 members 
Mstep: Class 2 contains 35533 members 
Entering Unmasked Estep 
Score: -7532482.000000 Penalty: 3271.123779
	Iteration 4Q: 3 clusters Score -7532482 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 38370 members 
Entering Unmasked Estep 
Score: -7534026.000000 Penalty: 3271.123779
	Iteration 5F: 3 clusters Score -7534026 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 42232 members 
Entering Unmasked Estep 
Score: -7536571.500000 Penalty: 3271.123779
	Iteration 6F: 3 clusters Score -7536572 nChanged 4786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 46996 members 
Entering Unmasked Estep 
Score: -7540111.000000 Penalty: 3271.123779
	Iteration 7F: 3 clusters Score -7540111 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 51764 members 
Entering Unmasked Estep 
Score: -7543837.000000 Penalty: 3271.123779
	Iteration 8F: 3 clusters Score -7543837 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 55447 members 
Entering Unmasked Estep 
Score: -7546861.000000 Penalty: 3271.123779
	Iteration 9F: 3 clusters Score -7546861 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 57572 members 
Entering Unmasked Estep 
Score: -7548712.500000 Penalty: 3271.123779
	Iteration 10Q: 3 clusters Score -7548712 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 58468 members 
Entering Unmasked Estep 
Score: -7549491.000000 Penalty: 3271.123779
	Iteration 11Q: 3 clusters Score -7549491 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 58825 members 
Entering Unmasked Estep 
Score: -7549866.000000 Penalty: 3271.123779
	Iteration 12Q: 3 clusters Score -7549866 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 58951 members 
Entering Unmasked Estep 
Score: -7550014.000000 Penalty: 3271.123779
	Iteration 13Q: 3 clusters Score -7550014 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 59000 members 
Entering Unmasked Estep 
Score: -7550104.500000 Penalty: 3271.123779
	Iteration 14Q: 3 clusters Score -7550104 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 59036 members 
Entering Unmasked Estep 
Score: -7550159.000000 Penalty: 3271.123779
	Iteration 15Q: 3 clusters Score -7550159 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 59056 members 
Entering Unmasked Estep 
Score: -7550195.000000 Penalty: 3271.123779
	Iteration 16Q: 3 clusters Score -7550195 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 59065 members 
Entering Unmasked Estep 
Score: -7550207.500000 Penalty: 3271.123779
	Iteration 17Q: 3 clusters Score -7550208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 59071 members 
Entering Unmasked Estep 
Score: -7550231.500000 Penalty: 3271.123779
	Iteration 18Q: 3 clusters Score -7550232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 59071 members 
Entering Unmasked Estep 
Score: -7550231.000000 Penalty: 3271.123779
	Iteration 19Q: 3 clusters Score -7550231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 59072 members 
Entering Unmasked Estep 
Score: -7550238.500000 Penalty: 3271.123779
	Iteration 20F: 3 clusters Score -7550238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 59075 members 
Entering Unmasked Estep 
Score: -7550242.000000 Penalty: 3271.123779
	Iteration 21Q: 3 clusters Score -7550242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 59075 members 
Entering Unmasked Estep 
Score: -7550242.000000 Penalty: 3271.123779
	Iteration 22F: 3 clusters Score -7550242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (16171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Entering Unmasked Estep 
Score: -2054335.500000 Penalty: 1442.017090
	Iteration 0F: 2 clusters Score -2054336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -2043703.625000 Penalty: 2884.034180
	Iteration 0F: 3 clusters Score -2043704 nChanged 7014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -2047279.375000 Penalty: 2884.034180
	Iteration 1F: 3 clusters Score -2047279 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -2047609.875000 Penalty: 2884.034180
	Iteration 2F: 3 clusters Score -2047610 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -2047864.125000 Penalty: 2884.034180
	Iteration 3Q: 3 clusters Score -2047864 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -2048064.000000 Penalty: 2884.034180
	Iteration 4Q: 3 clusters Score -2048064 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -2048235.875000 Penalty: 2884.034180
	Iteration 5Q: 3 clusters Score -2048236 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -2048383.625000 Penalty: 2884.034180
	Iteration 6Q: 3 clusters Score -2048384 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -2048505.625000 Penalty: 2884.034180
	Iteration 7Q: 3 clusters Score -2048506 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -2048612.250000 Penalty: 2884.034180
	Iteration 8Q: 3 clusters Score -2048612 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -2048707.375000 Penalty: 2884.034180
	Iteration 9Q: 3 clusters Score -2048707 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -2048799.750000 Penalty: 2884.034180
	Iteration 10Q: 3 clusters Score -2048800 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -2048905.875000 Penalty: 2884.034180
	Iteration 11Q: 3 clusters Score -2048906 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -2049041.250000 Penalty: 2884.034180
	Iteration 12Q: 3 clusters Score -2049041 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -2049216.625000 Penalty: 2884.034180
	Iteration 13Q: 3 clusters Score -2049217 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -2049422.250000 Penalty: 2884.034180
	Iteration 14Q: 3 clusters Score -2049422 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -2049653.000000 Penalty: 2884.034180
	Iteration 15Q: 3 clusters Score -2049653 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -2049963.500000 Penalty: 2884.034180
	Iteration 16Q: 3 clusters Score -2049964 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -2050329.875000 Penalty: 2884.034180
	Iteration 17Q: 3 clusters Score -2050330 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -2050726.875000 Penalty: 2884.034180
	Iteration 18Q: 3 clusters Score -2050727 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -2051194.375000 Penalty: 2884.034180
	Iteration 19Q: 3 clusters Score -2051194 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -2051626.500000 Penalty: 2884.034180
	Iteration 20F: 3 clusters Score -2051626 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -2052001.375000 Penalty: 2884.034180
	Iteration 21Q: 3 clusters Score -2052001 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -2052299.375000 Penalty: 2884.034180
	Iteration 22Q: 3 clusters Score -2052299 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -2052554.750000 Penalty: 2884.034180
	Iteration 23Q: 3 clusters Score -2052555 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -2052751.000000 Penalty: 2884.034180
	Iteration 24Q: 3 clusters Score -2052751 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -2052890.875000 Penalty: 2884.034180
	Iteration 25Q: 3 clusters Score -2052891 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -2052975.375000 Penalty: 2884.034180
	Iteration 26Q: 3 clusters Score -2052975 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -2053043.750000 Penalty: 2884.034180
	Iteration 27Q: 3 clusters Score -2053044 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -2053097.000000 Penalty: 2884.034180
	Iteration 28Q: 3 clusters Score -2053097 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -2053148.250000 Penalty: 2884.034180
	Iteration 29Q: 3 clusters Score -2053148 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -2053180.250000 Penalty: 2884.034180
	Iteration 30Q: 3 clusters Score -2053180 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -2053197.625000 Penalty: 2884.034180
	Iteration 31Q: 3 clusters Score -2053198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -2053208.625000 Penalty: 2884.034180
	Iteration 32Q: 3 clusters Score -2053209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -2053209.750000 Penalty: 2884.034180
	Iteration 33Q: 3 clusters Score -2053210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -2053210.875000 Penalty: 2884.034180
	Iteration 34Q: 3 clusters Score -2053211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -2053212.375000 Penalty: 2884.034180
	Iteration 35Q: 3 clusters Score -2053212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -2053214.625000 Penalty: 2884.034180
	Iteration 36Q: 3 clusters Score -2053215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -2053215.125000 Penalty: 2884.034180
	Iteration 37Q: 3 clusters Score -2053215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -2053215.125000 Penalty: 2884.034180
	Iteration 38F: 3 clusters Score -2053215 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Entering Unmasked Estep 
Score: -297857.187500 Penalty: 1161.575806
	Iteration 0F: 2 clusters Score -297857.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -295694.437500 Penalty: 2323.151611
	Iteration 0F: 3 clusters Score -295694.4 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -296229.125000 Penalty: 2323.151611
	Iteration 1F: 3 clusters Score -296229.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -296378.968750 Penalty: 2323.151611
	Iteration 2F: 3 clusters Score -296379 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -296453.437500 Penalty: 2323.151611
	Iteration 3Q: 3 clusters Score -296453.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -296499.750000 Penalty: 2323.151611
	Iteration 4Q: 3 clusters Score -296499.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -296524.156250 Penalty: 2323.151611
	Iteration 5Q: 3 clusters Score -296524.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -296544.937500 Penalty: 2323.151611
	Iteration 6Q: 3 clusters Score -296544.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -296562.156250 Penalty: 2323.151611
	Iteration 7Q: 3 clusters Score -296562.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -296571.593750 Penalty: 2323.151611
	Iteration 8Q: 3 clusters Score -296571.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -296577.437500 Penalty: 2323.151611
	Iteration 9Q: 3 clusters Score -296577.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -296580.875000 Penalty: 2323.151611
	Iteration 10Q: 3 clusters Score -296580.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -296587.968750 Penalty: 2323.151611
	Iteration 11Q: 3 clusters Score -296588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -296594.875000 Penalty: 2323.151611
	Iteration 12Q: 3 clusters Score -296594.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -296599.937500 Penalty: 2323.151611
	Iteration 13Q: 3 clusters Score -296599.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -296604.312500 Penalty: 2323.151611
	Iteration 14Q: 3 clusters Score -296604.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -296609.968750 Penalty: 2323.151611
	Iteration 15Q: 3 clusters Score -296610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -296617.593750 Penalty: 2323.151611
	Iteration 16Q: 3 clusters Score -296617.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -296623.093750 Penalty: 2323.151611
	Iteration 17Q: 3 clusters Score -296623.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -296630.093750 Penalty: 2323.151611
	Iteration 18Q: 3 clusters Score -296630.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -296635.281250 Penalty: 2323.151611
	Iteration 19Q: 3 clusters Score -296635.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -296641.000000 Penalty: 2323.151611
	Iteration 20F: 3 clusters Score -296641 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -296649.062500 Penalty: 2323.151611
	Iteration 21Q: 3 clusters Score -296649.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -296658.500000 Penalty: 2323.151611
	Iteration 22Q: 3 clusters Score -296658.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -296665.375000 Penalty: 2323.151611
	Iteration 23Q: 3 clusters Score -296665.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -296667.718750 Penalty: 2323.151611
	Iteration 24Q: 3 clusters Score -296667.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -296668.343750 Penalty: 2323.151611
	Iteration 25Q: 3 clusters Score -296668.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -296669.312500 Penalty: 2323.151611
	Iteration 26Q: 3 clusters Score -296669.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -296672.031250 Penalty: 2323.151611
	Iteration 27Q: 3 clusters Score -296672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -296676.656250 Penalty: 2323.151611
	Iteration 28Q: 3 clusters Score -296676.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -296683.250000 Penalty: 2323.151611
	Iteration 29Q: 3 clusters Score -296683.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -296686.875000 Penalty: 2323.151611
	Iteration 30Q: 3 clusters Score -296686.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -296689.062500 Penalty: 2323.151611
	Iteration 31Q: 3 clusters Score -296689.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -296693.468750 Penalty: 2323.151611
	Iteration 32Q: 3 clusters Score -296693.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -296700.156250 Penalty: 2323.151611
	Iteration 33Q: 3 clusters Score -296700.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -296705.281250 Penalty: 2323.151611
	Iteration 34Q: 3 clusters Score -296705.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -296708.312500 Penalty: 2323.151611
	Iteration 35Q: 3 clusters Score -296708.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -296711.812500 Penalty: 2323.151611
	Iteration 36Q: 3 clusters Score -296711.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -296715.906250 Penalty: 2323.151611
	Iteration 37Q: 3 clusters Score -296715.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -296717.031250 Penalty: 2323.151611
	Iteration 38Q: 3 clusters Score -296717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -296717.656250 Penalty: 2323.151611
	Iteration 39Q: 3 clusters Score -296717.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -296717.656250 Penalty: 2323.151611
	Iteration 40F: 3 clusters Score -296717.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Entering Unmasked Estep 
Score: -22859.521484 Penalty: 840.567383
	Iteration 0F: 2 clusters Score -22859.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -22222.072266 Penalty: 1681.134766
	Iteration 0F: 3 clusters Score -22222.07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -22413.250000 Penalty: 1681.134766
	Iteration 1F: 3 clusters Score -22413.25 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -22532.234375 Penalty: 1681.134766
	Iteration 2F: 3 clusters Score -22532.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -22573.513672 Penalty: 1681.134766
	Iteration 3Q: 3 clusters Score -22573.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -22597.773438 Penalty: 1681.134766
	Iteration 4Q: 3 clusters Score -22597.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -22628.949219 Penalty: 1681.134766
	Iteration 5Q: 3 clusters Score -22628.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -22690.289062 Penalty: 1681.134766
	Iteration 6Q: 3 clusters Score -22690.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -22710.039062 Penalty: 1681.134766
	Iteration 7Q: 3 clusters Score -22710.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -22740.744141 Penalty: 1681.134766
	Iteration 8Q: 3 clusters Score -22740.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -22762.080078 Penalty: 1681.134766
	Iteration 9Q: 3 clusters Score -22762.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -22779.441406 Penalty: 1681.134766
	Iteration 10Q: 3 clusters Score -22779.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -22802.464844 Penalty: 1681.134766
	Iteration 11Q: 3 clusters Score -22802.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -22822.457031 Penalty: 1681.134766
	Iteration 12Q: 3 clusters Score -22822.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -22837.369141 Penalty: 1681.134766
	Iteration 13Q: 3 clusters Score -22837.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -22841.054688 Penalty: 1681.134766
	Iteration 14Q: 3 clusters Score -22841.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -22841.054688 Penalty: 1681.134766
	Iteration 15F: 3 clusters Score -22841.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (11706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Entering Unmasked Estep 
Score: -1484361.875000 Penalty: 1393.937134
	Iteration 0F: 2 clusters Score -1484362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1476588.875000 Penalty: 2787.874268
	Iteration 0F: 3 clusters Score -1476589 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1479079.875000 Penalty: 2787.874268
	Iteration 1F: 3 clusters Score -1479080 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1479330.000000 Penalty: 2787.874268
	Iteration 2F: 3 clusters Score -1479330 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1479501.000000 Penalty: 2787.874268
	Iteration 3Q: 3 clusters Score -1479501 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1479643.375000 Penalty: 2787.874268
	Iteration 4Q: 3 clusters Score -1479643 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1479756.875000 Penalty: 2787.874268
	Iteration 5Q: 3 clusters Score -1479757 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1479848.125000 Penalty: 2787.874268
	Iteration 6Q: 3 clusters Score -1479848 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1479931.000000 Penalty: 2787.874268
	Iteration 7Q: 3 clusters Score -1479931 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1479988.750000 Penalty: 2787.874268
	Iteration 8Q: 3 clusters Score -1479989 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1480049.125000 Penalty: 2787.874268
	Iteration 9Q: 3 clusters Score -1480049 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1480101.750000 Penalty: 2787.874268
	Iteration 10Q: 3 clusters Score -1480102 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1480159.000000 Penalty: 2787.874268
	Iteration 11Q: 3 clusters Score -1480159 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1480217.625000 Penalty: 2787.874268
	Iteration 12Q: 3 clusters Score -1480218 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1480279.875000 Penalty: 2787.874268
	Iteration 13Q: 3 clusters Score -1480280 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1480343.750000 Penalty: 2787.874268
	Iteration 14Q: 3 clusters Score -1480344 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1480419.750000 Penalty: 2787.874268
	Iteration 15Q: 3 clusters Score -1480420 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1480492.000000 Penalty: 2787.874268
	Iteration 16Q: 3 clusters Score -1480492 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1480581.000000 Penalty: 2787.874268
	Iteration 17Q: 3 clusters Score -1480581 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1480682.875000 Penalty: 2787.874268
	Iteration 18Q: 3 clusters Score -1480683 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1480846.250000 Penalty: 2787.874268
	Iteration 19Q: 3 clusters Score -1480846 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1481019.250000 Penalty: 2787.874268
	Iteration 20F: 3 clusters Score -1481019 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1481216.375000 Penalty: 2787.874268
	Iteration 21Q: 3 clusters Score -1481216 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1481462.500000 Penalty: 2787.874268
	Iteration 22Q: 3 clusters Score -1481462 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1481725.375000 Penalty: 2787.874268
	Iteration 23Q: 3 clusters Score -1481725 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1482019.250000 Penalty: 2787.874268
	Iteration 24Q: 3 clusters Score -1482019 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1482296.750000 Penalty: 2787.874268
	Iteration 25Q: 3 clusters Score -1482297 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1482535.625000 Penalty: 2787.874268
	Iteration 26Q: 3 clusters Score -1482536 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1482733.500000 Penalty: 2787.874268
	Iteration 27Q: 3 clusters Score -1482734 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1482887.625000 Penalty: 2787.874268
	Iteration 28Q: 3 clusters Score -1482888 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1482989.250000 Penalty: 2787.874268
	Iteration 29Q: 3 clusters Score -1482989 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1483064.625000 Penalty: 2787.874268
	Iteration 30Q: 3 clusters Score -1483065 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1483101.125000 Penalty: 2787.874268
	Iteration 31Q: 3 clusters Score -1483101 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1483134.500000 Penalty: 2787.874268
	Iteration 32Q: 3 clusters Score -1483134 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1483159.000000 Penalty: 2787.874268
	Iteration 33Q: 3 clusters Score -1483159 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1483176.375000 Penalty: 2787.874268
	Iteration 34Q: 3 clusters Score -1483176 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1483193.375000 Penalty: 2787.874268
	Iteration 35Q: 3 clusters Score -1483193 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1483203.500000 Penalty: 2787.874268
	Iteration 36Q: 3 clusters Score -1483204 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1483224.125000 Penalty: 2787.874268
	Iteration 37Q: 3 clusters Score -1483224 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1483230.000000 Penalty: 2787.874268
	Iteration 38Q: 3 clusters Score -1483230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1483238.750000 Penalty: 2787.874268
	Iteration 39Q: 3 clusters Score -1483239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1483241.750000 Penalty: 2787.874268
	Iteration 40F: 3 clusters Score -1483242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1483244.875000 Penalty: 2787.874268
	Iteration 41Q: 3 clusters Score -1483245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1483244.250000 Penalty: 2787.874268
	Iteration 42Q: 3 clusters Score -1483244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1483244.250000 Penalty: 2787.874268
	Iteration 43F: 3 clusters Score -1483244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Entering Unmasked Estep 
Score: -61893.257812 Penalty: 965.367432
	Iteration 0F: 2 clusters Score -61893.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -60878.335938 Penalty: 1930.734863
	Iteration 0F: 3 clusters Score -60878.34 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -61148.269531 Penalty: 1930.734863
	Iteration 1F: 3 clusters Score -61148.27 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -61232.777344 Penalty: 1930.734863
	Iteration 2F: 3 clusters Score -61232.78 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -61284.035156 Penalty: 1930.734863
	Iteration 3Q: 3 clusters Score -61284.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -61303.023438 Penalty: 1930.734863
	Iteration 4Q: 3 clusters Score -61303.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -61317.140625 Penalty: 1930.734863
	Iteration 5Q: 3 clusters Score -61317.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -61321.996094 Penalty: 1930.734863
	Iteration 6Q: 3 clusters Score -61322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -61323.554688 Penalty: 1930.734863
	Iteration 7Q: 3 clusters Score -61323.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -61323.554688 Penalty: 1930.734863
	Iteration 8F: 3 clusters Score -61323.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 40622 members 
Mstep: Class 3 contains 4224 members 
Mstep: Class 4 contains 70082 members 
Mstep: Class 5 contains 11630 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33860 members 
Mstep: Class 8 contains 11141 members 
Mstep: Class 9 contains 26328 members 
Mstep: Class 10 contains 2421 members 
Mstep: Class 11 contains 25586 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4643 members 
Mstep: Class 14 contains 67482 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2746 members 
Mstep: Class 17 contains 9136 members 
Mstep: Class 18 contains 22244 members 
Mstep: Class 19 contains 7593 members 
Mstep: Class 20 contains 6951 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19096 members 
Mstep: Class 23 contains 18815 members 
Mstep: Class 24 contains 52476 members 
Mstep: Class 25 contains 2574 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6002 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9489 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11358 members 
Mstep: Class 32 contains 47789 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 59378 members 
Mstep: Class 39 contains 16171 members 
Mstep: Class 40 contains 2456 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11706 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028312.000000 Penalty: 85805.187500
Iteration 279Q: 44 clusters Score -8.102831e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 40622 members 
Mstep: Class 3 contains 4224 members 
Mstep: Class 4 contains 70093 members 
Mstep: Class 5 contains 11630 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33861 members 
Mstep: Class 8 contains 11141 members 
Mstep: Class 9 contains 26328 members 
Mstep: Class 10 contains 2421 members 
Mstep: Class 11 contains 25586 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4642 members 
Mstep: Class 14 contains 67482 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2746 members 
Mstep: Class 17 contains 9136 members 
Mstep: Class 18 contains 22240 members 
Mstep: Class 19 contains 7594 members 
Mstep: Class 20 contains 6952 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19093 members 
Mstep: Class 23 contains 18815 members 
Mstep: Class 24 contains 52468 members 
Mstep: Class 25 contains 2574 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6002 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9489 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11359 members 
Mstep: Class 32 contains 47776 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 59390 members 
Mstep: Class 39 contains 16171 members 
Mstep: Class 40 contains 2456 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11708 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028352.000000 Penalty: 85805.187500
Iteration 280F: 44 clusters Score -8.102835e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 40624 members 
Mstep: Class 3 contains 4224 members 
Mstep: Class 4 contains 70103 members 
Mstep: Class 5 contains 11630 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33863 members 
Mstep: Class 8 contains 11141 members 
Mstep: Class 9 contains 26327 members 
Mstep: Class 10 contains 2421 members 
Mstep: Class 11 contains 25586 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4642 members 
Mstep: Class 14 contains 67482 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2746 members 
Mstep: Class 17 contains 9136 members 
Mstep: Class 18 contains 22239 members 
Mstep: Class 19 contains 7594 members 
Mstep: Class 20 contains 6952 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19094 members 
Mstep: Class 23 contains 18814 members 
Mstep: Class 24 contains 52451 members 
Mstep: Class 25 contains 2574 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6002 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9489 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11359 members 
Mstep: Class 32 contains 47766 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 59405 members 
Mstep: Class 39 contains 16171 members 
Mstep: Class 40 contains 2456 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11708 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028320.000000 Penalty: 85805.187500
Iteration 281Q: 44 clusters Score -8.102832e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 40624 members 
Mstep: Class 3 contains 4224 members 
Mstep: Class 4 contains 70108 members 
Mstep: Class 5 contains 11630 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33864 members 
Mstep: Class 8 contains 11141 members 
Mstep: Class 9 contains 26327 members 
Mstep: Class 10 contains 2421 members 
Mstep: Class 11 contains 25587 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4644 members 
Mstep: Class 14 contains 67482 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2746 members 
Mstep: Class 17 contains 9136 members 
Mstep: Class 18 contains 22238 members 
Mstep: Class 19 contains 7595 members 
Mstep: Class 20 contains 6952 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19094 members 
Mstep: Class 23 contains 18814 members 
Mstep: Class 24 contains 52438 members 
Mstep: Class 25 contains 2574 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6001 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9489 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11361 members 
Mstep: Class 32 contains 47754 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 59419 members 
Mstep: Class 39 contains 16171 members 
Mstep: Class 40 contains 2456 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11709 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028328.000000 Penalty: 85805.187500
Iteration 282Q: 44 clusters Score -8.102833e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 40626 members 
Mstep: Class 3 contains 4224 members 
Mstep: Class 4 contains 70116 members 
Mstep: Class 5 contains 11630 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33866 members 
Mstep: Class 8 contains 11141 members 
Mstep: Class 9 contains 26326 members 
Mstep: Class 10 contains 2421 members 
Mstep: Class 11 contains 25586 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4644 members 
Mstep: Class 14 contains 67482 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2746 members 
Mstep: Class 17 contains 9136 members 
Mstep: Class 18 contains 22236 members 
Mstep: Class 19 contains 7596 members 
Mstep: Class 20 contains 6952 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19093 members 
Mstep: Class 23 contains 18814 members 
Mstep: Class 24 contains 52419 members 
Mstep: Class 25 contains 2574 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6001 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9489 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11365 members 
Mstep: Class 32 contains 47747 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 59432 members 
Mstep: Class 39 contains 16171 members 
Mstep: Class 40 contains 2456 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11710 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028360.000000 Penalty: 85805.187500
Iteration 283Q: 44 clusters Score -8.102836e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 40626 members 
Mstep: Class 3 contains 4224 members 
Mstep: Class 4 contains 70127 members 
Mstep: Class 5 contains 11630 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33868 members 
Mstep: Class 8 contains 11141 members 
Mstep: Class 9 contains 26326 members 
Mstep: Class 10 contains 2421 members 
Mstep: Class 11 contains 25584 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4643 members 
Mstep: Class 14 contains 67482 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2746 members 
Mstep: Class 17 contains 9136 members 
Mstep: Class 18 contains 22233 members 
Mstep: Class 19 contains 7598 members 
Mstep: Class 20 contains 6952 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19093 members 
Mstep: Class 23 contains 18815 members 
Mstep: Class 24 contains 52400 members 
Mstep: Class 25 contains 2574 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6001 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9489 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11368 members 
Mstep: Class 32 contains 47741 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 59443 members 
Mstep: Class 39 contains 16171 members 
Mstep: Class 40 contains 2456 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11711 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028248.000000 Penalty: 85805.187500
Iteration 284Q: 44 clusters Score -8.102825e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 40624 members 
Mstep: Class 3 contains 4224 members 
Mstep: Class 4 contains 70138 members 
Mstep: Class 5 contains 11630 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33868 members 
Mstep: Class 8 contains 11141 members 
Mstep: Class 9 contains 26326 members 
Mstep: Class 10 contains 2421 members 
Mstep: Class 11 contains 25584 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4642 members 
Mstep: Class 14 contains 67481 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2746 members 
Mstep: Class 17 contains 9136 members 
Mstep: Class 18 contains 22230 members 
Mstep: Class 19 contains 7598 members 
Mstep: Class 20 contains 6953 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19093 members 
Mstep: Class 23 contains 18816 members 
Mstep: Class 24 contains 52388 members 
Mstep: Class 25 contains 2574 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6001 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9489 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11373 members 
Mstep: Class 32 contains 47722 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 59462 members 
Mstep: Class 39 contains 16171 members 
Mstep: Class 40 contains 2456 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11712 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028384.000000 Penalty: 85805.187500
Iteration 285Q: 44 clusters Score -8.102838e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 40624 members 
Mstep: Class 3 contains 4224 members 
Mstep: Class 4 contains 70149 members 
Mstep: Class 5 contains 11629 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33868 members 
Mstep: Class 8 contains 11141 members 
Mstep: Class 9 contains 26326 members 
Mstep: Class 10 contains 2421 members 
Mstep: Class 11 contains 25583 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4643 members 
Mstep: Class 14 contains 67482 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2746 members 
Mstep: Class 17 contains 9136 members 
Mstep: Class 18 contains 22230 members 
Mstep: Class 19 contains 7598 members 
Mstep: Class 20 contains 6954 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19090 members 
Mstep: Class 23 contains 18816 members 
Mstep: Class 24 contains 52377 members 
Mstep: Class 25 contains 2574 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6001 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9489 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11375 members 
Mstep: Class 32 contains 47710 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 59474 members 
Mstep: Class 39 contains 16171 members 
Mstep: Class 40 contains 2456 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11712 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028320.000000 Penalty: 85805.187500
Iteration 286Q: 44 clusters Score -8.102832e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 40623 members 
Mstep: Class 3 contains 4224 members 
Mstep: Class 4 contains 70159 members 
Mstep: Class 5 contains 11629 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33869 members 
Mstep: Class 8 contains 11141 members 
Mstep: Class 9 contains 26326 members 
Mstep: Class 10 contains 2421 members 
Mstep: Class 11 contains 25581 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4644 members 
Mstep: Class 14 contains 67481 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2746 members 
Mstep: Class 17 contains 9136 members 
Mstep: Class 18 contains 22231 members 
Mstep: Class 19 contains 7598 members 
Mstep: Class 20 contains 6956 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19091 members 
Mstep: Class 23 contains 18816 members 
Mstep: Class 24 contains 52358 members 
Mstep: Class 25 contains 2574 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6000 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9489 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11382 members 
Mstep: Class 32 contains 47695 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 59489 members 
Mstep: Class 39 contains 16171 members 
Mstep: Class 40 contains 2456 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11713 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028376.000000 Penalty: 85805.187500
Iteration 287Q: 44 clusters Score -8.102838e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 40623 members 
Mstep: Class 3 contains 4224 members 
Mstep: Class 4 contains 70175 members 
Mstep: Class 5 contains 11629 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33869 members 
Mstep: Class 8 contains 11141 members 
Mstep: Class 9 contains 26327 members 
Mstep: Class 10 contains 2421 members 
Mstep: Class 11 contains 25580 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4644 members 
Mstep: Class 14 contains 67481 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2746 members 
Mstep: Class 17 contains 9136 members 
Mstep: Class 18 contains 22232 members 
Mstep: Class 19 contains 7597 members 
Mstep: Class 20 contains 6956 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19093 members 
Mstep: Class 23 contains 18816 members 
Mstep: Class 24 contains 52340 members 
Mstep: Class 25 contains 2574 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 5999 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9489 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11387 members 
Mstep: Class 32 contains 47672 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 59507 members 
Mstep: Class 39 contains 16171 members 
Mstep: Class 40 contains 2456 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11714 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028344.000000 Penalty: 85805.187500
Iteration 288Q: 44 clusters Score -8.102834e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 40622 members 
Mstep: Class 3 contains 4224 members 
Mstep: Class 4 contains 70188 members 
Mstep: Class 5 contains 11629 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33868 members 
Mstep: Class 8 contains 11141 members 
Mstep: Class 9 contains 26328 members 
Mstep: Class 10 contains 2421 members 
Mstep: Class 11 contains 25580 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4644 members 
Mstep: Class 14 contains 67482 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2746 members 
Mstep: Class 17 contains 9136 members 
Mstep: Class 18 contains 22231 members 
Mstep: Class 19 contains 7597 members 
Mstep: Class 20 contains 6956 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19095 members 
Mstep: Class 23 contains 18816 members 
Mstep: Class 24 contains 52329 members 
Mstep: Class 25 contains 2574 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 5998 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9489 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11388 members 
Mstep: Class 32 contains 47657 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 59520 members 
Mstep: Class 39 contains 16171 members 
Mstep: Class 40 contains 2456 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11713 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028320.000000 Penalty: 85805.187500
Iteration 289Q: 44 clusters Score -8.102832e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 40622 members 
Mstep: Class 3 contains 4224 members 
Mstep: Class 4 contains 70206 members 
Mstep: Class 5 contains 11629 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33866 members 
Mstep: Class 8 contains 11142 members 
Mstep: Class 9 contains 26328 members 
Mstep: Class 10 contains 2421 members 
Mstep: Class 11 contains 25578 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4644 members 
Mstep: Class 14 contains 67482 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2746 members 
Mstep: Class 17 contains 9136 members 
Mstep: Class 18 contains 22231 members 
Mstep: Class 19 contains 7597 members 
Mstep: Class 20 contains 6956 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19095 members 
Mstep: Class 23 contains 18816 members 
Mstep: Class 24 contains 52318 members 
Mstep: Class 25 contains 2574 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 5998 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9489 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11390 members 
Mstep: Class 32 contains 47639 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 59532 members 
Mstep: Class 39 contains 16171 members 
Mstep: Class 40 contains 2456 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11713 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028312.000000 Penalty: 85805.187500
Iteration 290Q: 44 clusters Score -8.102831e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 40618 members 
Mstep: Class 3 contains 4224 members 
Mstep: Class 4 contains 70212 members 
Mstep: Class 5 contains 11629 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33866 members 
Mstep: Class 8 contains 11142 members 
Mstep: Class 9 contains 26329 members 
Mstep: Class 10 contains 2421 members 
Mstep: Class 11 contains 25578 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4645 members 
Mstep: Class 14 contains 67482 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2746 members 
Mstep: Class 17 contains 9136 members 
Mstep: Class 18 contains 22229 members 
Mstep: Class 19 contains 7597 members 
Mstep: Class 20 contains 6956 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19096 members 
Mstep: Class 23 contains 18816 members 
Mstep: Class 24 contains 52311 members 
Mstep: Class 25 contains 2574 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 5998 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9489 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11393 members 
Mstep: Class 32 contains 47627 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 59545 members 
Mstep: Class 39 contains 16171 members 
Mstep: Class 40 contains 2456 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11713 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028256.000000 Penalty: 85805.187500
Iteration 291Q: 44 clusters Score -8.102826e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 40617 members 
Mstep: Class 3 contains 4224 members 
Mstep: Class 4 contains 70220 members 
Mstep: Class 5 contains 11629 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33869 members 
Mstep: Class 8 contains 11142 members 
Mstep: Class 9 contains 26329 members 
Mstep: Class 10 contains 2421 members 
Mstep: Class 11 contains 25576 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4644 members 
Mstep: Class 14 contains 67482 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2746 members 
Mstep: Class 17 contains 9136 members 
Mstep: Class 18 contains 22228 members 
Mstep: Class 19 contains 7598 members 
Mstep: Class 20 contains 6957 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19097 members 
Mstep: Class 23 contains 18816 members 
Mstep: Class 24 contains 52301 members 
Mstep: Class 25 contains 2574 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 5998 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9489 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11398 members 
Mstep: Class 32 contains 47613 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 59554 members 
Mstep: Class 39 contains 16171 members 
Mstep: Class 40 contains 2456 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11714 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028272.000000 Penalty: 85805.187500
Iteration 292Q: 44 clusters Score -8.102827e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 40619 members 
Mstep: Class 3 contains 4224 members 
Mstep: Class 4 contains 70230 members 
Mstep: Class 5 contains 11629 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33867 members 
Mstep: Class 8 contains 11142 members 
Mstep: Class 9 contains 26330 members 
Mstep: Class 10 contains 2421 members 
Mstep: Class 11 contains 25575 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4644 members 
Mstep: Class 14 contains 67483 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2746 members 
Mstep: Class 17 contains 9136 members 
Mstep: Class 18 contains 22226 members 
Mstep: Class 19 contains 7599 members 
Mstep: Class 20 contains 6957 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19098 members 
Mstep: Class 23 contains 18815 members 
Mstep: Class 24 contains 52277 members 
Mstep: Class 25 contains 2574 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 5998 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9489 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11400 members 
Mstep: Class 32 contains 47606 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 59572 members 
Mstep: Class 39 contains 16171 members 
Mstep: Class 40 contains 2456 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11715 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028328.000000 Penalty: 85805.187500
Iteration 293Q: 44 clusters Score -8.102833e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 40617 members 
Mstep: Class 3 contains 4224 members 
Mstep: Class 4 contains 70240 members 
Mstep: Class 5 contains 11629 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33866 members 
Mstep: Class 8 contains 11142 members 
Mstep: Class 9 contains 26331 members 
Mstep: Class 10 contains 2421 members 
Mstep: Class 11 contains 25575 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4644 members 
Mstep: Class 14 contains 67482 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2746 members 
Mstep: Class 17 contains 9136 members 
Mstep: Class 18 contains 22225 members 
Mstep: Class 19 contains 7600 members 
Mstep: Class 20 contains 6957 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19094 members 
Mstep: Class 23 contains 18815 members 
Mstep: Class 24 contains 52248 members 
Mstep: Class 25 contains 2574 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 5998 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9489 members 
Mstep: Class 30 contains 22033 members 
Mstep: Class 31 contains 11408 members 
Mstep: Class 32 contains 47599 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 59597 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2456 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11717 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028272.000000 Penalty: 85805.187500
Iteration 294Q: 44 clusters Score -8.102827e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 40617 members 
Mstep: Class 3 contains 4224 members 
Mstep: Class 4 contains 70247 members 
Mstep: Class 5 contains 11629 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33867 members 
Mstep: Class 8 contains 11142 members 
Mstep: Class 9 contains 26331 members 
Mstep: Class 10 contains 2421 members 
Mstep: Class 11 contains 25573 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4643 members 
Mstep: Class 14 contains 67483 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2746 members 
Mstep: Class 17 contains 9136 members 
Mstep: Class 18 contains 22226 members 
Mstep: Class 19 contains 7600 members 
Mstep: Class 20 contains 6957 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19095 members 
Mstep: Class 23 contains 18815 members 
Mstep: Class 24 contains 52215 members 
Mstep: Class 25 contains 2574 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 5998 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9489 members 
Mstep: Class 30 contains 22032 members 
Mstep: Class 31 contains 11417 members 
Mstep: Class 32 contains 47592 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 59621 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2456 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11717 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028280.000000 Penalty: 85805.187500
Iteration 295Q: 44 clusters Score -8.102828e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 40617 members 
Mstep: Class 3 contains 4224 members 
Mstep: Class 4 contains 70260 members 
Mstep: Class 5 contains 11629 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33868 members 
Mstep: Class 8 contains 11142 members 
Mstep: Class 9 contains 26331 members 
Mstep: Class 10 contains 2421 members 
Mstep: Class 11 contains 25572 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4642 members 
Mstep: Class 14 contains 67483 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2746 members 
Mstep: Class 17 contains 9136 members 
Mstep: Class 18 contains 22226 members 
Mstep: Class 19 contains 7600 members 
Mstep: Class 20 contains 6957 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19093 members 
Mstep: Class 23 contains 18815 members 
Mstep: Class 24 contains 52185 members 
Mstep: Class 25 contains 2574 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 5997 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9489 members 
Mstep: Class 30 contains 22032 members 
Mstep: Class 31 contains 11423 members 
Mstep: Class 32 contains 47580 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 59648 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2456 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11717 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028304.000000 Penalty: 85805.187500
Iteration 296Q: 44 clusters Score -8.10283e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 40616 members 
Mstep: Class 3 contains 4224 members 
Mstep: Class 4 contains 70269 members 
Mstep: Class 5 contains 11628 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33869 members 
Mstep: Class 8 contains 11142 members 
Mstep: Class 9 contains 26331 members 
Mstep: Class 10 contains 2421 members 
Mstep: Class 11 contains 25570 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4643 members 
Mstep: Class 14 contains 67483 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2746 members 
Mstep: Class 17 contains 9136 members 
Mstep: Class 18 contains 22228 members 
Mstep: Class 19 contains 7600 members 
Mstep: Class 20 contains 6957 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19087 members 
Mstep: Class 23 contains 18815 members 
Mstep: Class 24 contains 52152 members 
Mstep: Class 25 contains 2574 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 5996 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9489 members 
Mstep: Class 30 contains 22032 members 
Mstep: Class 31 contains 11428 members 
Mstep: Class 32 contains 47578 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 59676 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2456 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11717 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028336.000000 Penalty: 85805.187500
Iteration 297Q: 44 clusters Score -8.102834e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 40613 members 
Mstep: Class 3 contains 4224 members 
Mstep: Class 4 contains 70279 members 
Mstep: Class 5 contains 11627 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33869 members 
Mstep: Class 8 contains 11142 members 
Mstep: Class 9 contains 26331 members 
Mstep: Class 10 contains 2421 members 
Mstep: Class 11 contains 25570 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4646 members 
Mstep: Class 14 contains 67484 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2746 members 
Mstep: Class 17 contains 9136 members 
Mstep: Class 18 contains 22227 members 
Mstep: Class 19 contains 7600 members 
Mstep: Class 20 contains 6957 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19087 members 
Mstep: Class 23 contains 18815 members 
Mstep: Class 24 contains 52131 members 
Mstep: Class 25 contains 2574 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 5996 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9489 members 
Mstep: Class 30 contains 22032 members 
Mstep: Class 31 contains 11426 members 
Mstep: Class 32 contains 47567 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 59701 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2456 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11717 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028344.000000 Penalty: 85805.187500
Iteration 298Q: 44 clusters Score -8.102834e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 40614 members 
Mstep: Class 3 contains 4224 members 
Mstep: Class 4 contains 70290 members 
Mstep: Class 5 contains 11625 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33870 members 
Mstep: Class 8 contains 11142 members 
Mstep: Class 9 contains 26331 members 
Mstep: Class 10 contains 2421 members 
Mstep: Class 11 contains 25570 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4644 members 
Mstep: Class 14 contains 67485 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2746 members 
Mstep: Class 17 contains 9136 members 
Mstep: Class 18 contains 22226 members 
Mstep: Class 19 contains 7601 members 
Mstep: Class 20 contains 6957 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19084 members 
Mstep: Class 23 contains 18815 members 
Mstep: Class 24 contains 52104 members 
Mstep: Class 25 contains 2574 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 5996 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9489 members 
Mstep: Class 30 contains 22032 members 
Mstep: Class 31 contains 11427 members 
Mstep: Class 32 contains 47562 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 59724 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2456 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11718 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028288.000000 Penalty: 85805.187500
Iteration 299Q: 44 clusters Score -8.102829e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 40612 members 
Mstep: Class 3 contains 4224 members 
Mstep: Class 4 contains 70290 members 
Mstep: Class 5 contains 11625 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33869 members 
Mstep: Class 8 contains 11142 members 
Mstep: Class 9 contains 26331 members 
Mstep: Class 10 contains 2421 members 
Mstep: Class 11 contains 25571 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4646 members 
Mstep: Class 14 contains 67485 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2746 members 
Mstep: Class 17 contains 9136 members 
Mstep: Class 18 contains 22226 members 
Mstep: Class 19 contains 7601 members 
Mstep: Class 20 contains 6957 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19080 members 
Mstep: Class 23 contains 18815 members 
Mstep: Class 24 contains 52090 members 
Mstep: Class 25 contains 2574 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 5996 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9488 members 
Mstep: Class 30 contains 22032 members 
Mstep: Class 31 contains 11428 members 
Mstep: Class 32 contains 47562 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 59743 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2456 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11718 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028296.000000 Penalty: 85805.187500
Iteration 300F: 44 clusters Score -8.10283e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 40609 members 
Mstep: Class 3 contains 4224 members 
Mstep: Class 4 contains 70298 members 
Mstep: Class 5 contains 11625 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33868 members 
Mstep: Class 8 contains 11142 members 
Mstep: Class 9 contains 26331 members 
Mstep: Class 10 contains 2421 members 
Mstep: Class 11 contains 25571 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4651 members 
Mstep: Class 14 contains 67485 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2746 members 
Mstep: Class 17 contains 9136 members 
Mstep: Class 18 contains 22225 members 
Mstep: Class 19 contains 7601 members 
Mstep: Class 20 contains 6957 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19078 members 
Mstep: Class 23 contains 18816 members 
Mstep: Class 24 contains 52073 members 
Mstep: Class 25 contains 2574 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 5996 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9488 members 
Mstep: Class 30 contains 22032 members 
Mstep: Class 31 contains 11426 members 
Mstep: Class 32 contains 47550 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 59766 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2456 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11719 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028272.000000 Penalty: 85805.187500
Iteration 301Q: 44 clusters Score -8.102827e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 40607 members 
Mstep: Class 3 contains 4224 members 
Mstep: Class 4 contains 70311 members 
Mstep: Class 5 contains 11625 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33868 members 
Mstep: Class 8 contains 11142 members 
Mstep: Class 9 contains 26330 members 
Mstep: Class 10 contains 2421 members 
Mstep: Class 11 contains 25570 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4653 members 
Mstep: Class 14 contains 67485 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2746 members 
Mstep: Class 17 contains 9136 members 
Mstep: Class 18 contains 22224 members 
Mstep: Class 19 contains 7601 members 
Mstep: Class 20 contains 6957 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19077 members 
Mstep: Class 23 contains 18816 members 
Mstep: Class 24 contains 52053 members 
Mstep: Class 25 contains 2574 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 5996 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9488 members 
Mstep: Class 30 contains 22032 members 
Mstep: Class 31 contains 11431 members 
Mstep: Class 32 contains 47541 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 59781 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2456 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11719 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028296.000000 Penalty: 85805.187500
Iteration 302Q: 44 clusters Score -8.10283e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 40606 members 
Mstep: Class 3 contains 4224 members 
Mstep: Class 4 contains 70322 members 
Mstep: Class 5 contains 11624 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33867 members 
Mstep: Class 8 contains 11142 members 
Mstep: Class 9 contains 26330 members 
Mstep: Class 10 contains 2421 members 
Mstep: Class 11 contains 25570 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4654 members 
Mstep: Class 14 contains 67485 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2746 members 
Mstep: Class 17 contains 9136 members 
Mstep: Class 18 contains 22220 members 
Mstep: Class 19 contains 7601 members 
Mstep: Class 20 contains 6957 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19075 members 
Mstep: Class 23 contains 18816 members 
Mstep: Class 24 contains 52028 members 
Mstep: Class 25 contains 2574 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 5996 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9488 members 
Mstep: Class 30 contains 22032 members 
Mstep: Class 31 contains 11435 members 
Mstep: Class 32 contains 47532 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 59808 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2456 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11719 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028232.000000 Penalty: 85805.187500
Iteration 303Q: 44 clusters Score -8.102823e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 40609 members 
Mstep: Class 3 contains 4224 members 
Mstep: Class 4 contains 70329 members 
Mstep: Class 5 contains 11624 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33868 members 
Mstep: Class 8 contains 11142 members 
Mstep: Class 9 contains 26330 members 
Mstep: Class 10 contains 2421 members 
Mstep: Class 11 contains 25570 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4656 members 
Mstep: Class 14 contains 67485 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2746 members 
Mstep: Class 17 contains 9136 members 
Mstep: Class 18 contains 22219 members 
Mstep: Class 19 contains 7601 members 
Mstep: Class 20 contains 6957 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19071 members 
Mstep: Class 23 contains 18816 members 
Mstep: Class 24 contains 52011 members 
Mstep: Class 25 contains 2574 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 5996 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9488 members 
Mstep: Class 30 contains 22032 members 
Mstep: Class 31 contains 11436 members 
Mstep: Class 32 contains 47526 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 59823 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2456 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11719 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028144.000000 Penalty: 85805.187500
Iteration 304Q: 44 clusters Score -8.102814e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 40609 members 
Mstep: Class 3 contains 4224 members 
Mstep: Class 4 contains 70340 members 
Mstep: Class 5 contains 11623 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33869 members 
Mstep: Class 8 contains 11142 members 
Mstep: Class 9 contains 26330 members 
Mstep: Class 10 contains 2421 members 
Mstep: Class 11 contains 25570 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4655 members 
Mstep: Class 14 contains 67485 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2746 members 
Mstep: Class 17 contains 9136 members 
Mstep: Class 18 contains 22220 members 
Mstep: Class 19 contains 7603 members 
Mstep: Class 20 contains 6957 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19067 members 
Mstep: Class 23 contains 18816 members 
Mstep: Class 24 contains 51991 members 
Mstep: Class 25 contains 2574 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 5996 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9488 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11440 members 
Mstep: Class 32 contains 47515 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 59842 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2456 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11720 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028136.000000 Penalty: 85805.187500
Iteration 305Q: 44 clusters Score -8.102814e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 40609 members 
Mstep: Class 3 contains 4224 members 
Mstep: Class 4 contains 70351 members 
Mstep: Class 5 contains 11623 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33869 members 
Mstep: Class 8 contains 11142 members 
Mstep: Class 9 contains 26330 members 
Mstep: Class 10 contains 2422 members 
Mstep: Class 11 contains 25569 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4655 members 
Mstep: Class 14 contains 67484 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2746 members 
Mstep: Class 17 contains 9136 members 
Mstep: Class 18 contains 22218 members 
Mstep: Class 19 contains 7606 members 
Mstep: Class 20 contains 6957 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19068 members 
Mstep: Class 23 contains 18816 members 
Mstep: Class 24 contains 51976 members 
Mstep: Class 25 contains 2574 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 5995 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9488 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11441 members 
Mstep: Class 32 contains 47507 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 59853 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2456 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11722 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028152.000000 Penalty: 85805.187500
Iteration 306Q: 44 clusters Score -8.102815e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 40609 members 
Mstep: Class 3 contains 4224 members 
Mstep: Class 4 contains 70362 members 
Mstep: Class 5 contains 11624 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33870 members 
Mstep: Class 8 contains 11141 members 
Mstep: Class 9 contains 26330 members 
Mstep: Class 10 contains 2422 members 
Mstep: Class 11 contains 25569 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4655 members 
Mstep: Class 14 contains 67485 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2746 members 
Mstep: Class 17 contains 9136 members 
Mstep: Class 18 contains 22217 members 
Mstep: Class 19 contains 7606 members 
Mstep: Class 20 contains 6957 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19069 members 
Mstep: Class 23 contains 18816 members 
Mstep: Class 24 contains 51962 members 
Mstep: Class 25 contains 2574 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 5996 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9488 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11440 members 
Mstep: Class 32 contains 47495 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 59866 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2456 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11723 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028096.000000 Penalty: 85805.187500
Iteration 307Q: 44 clusters Score -8.10281e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 40609 members 
Mstep: Class 3 contains 4224 members 
Mstep: Class 4 contains 70373 members 
Mstep: Class 5 contains 11624 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33870 members 
Mstep: Class 8 contains 11142 members 
Mstep: Class 9 contains 26329 members 
Mstep: Class 10 contains 2422 members 
Mstep: Class 11 contains 25569 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4655 members 
Mstep: Class 14 contains 67486 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2746 members 
Mstep: Class 17 contains 9137 members 
Mstep: Class 18 contains 22216 members 
Mstep: Class 19 contains 7605 members 
Mstep: Class 20 contains 6957 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19066 members 
Mstep: Class 23 contains 18816 members 
Mstep: Class 24 contains 51948 members 
Mstep: Class 25 contains 2574 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 5996 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9488 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11443 members 
Mstep: Class 32 contains 47489 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 59876 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2456 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11722 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028128.000000 Penalty: 85805.187500
Iteration 308Q: 44 clusters Score -8.102813e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 40612 members 
Mstep: Class 3 contains 4224 members 
Mstep: Class 4 contains 70386 members 
Mstep: Class 5 contains 11624 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33870 members 
Mstep: Class 8 contains 11142 members 
Mstep: Class 9 contains 26329 members 
Mstep: Class 10 contains 2422 members 
Mstep: Class 11 contains 25569 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4655 members 
Mstep: Class 14 contains 67487 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2746 members 
Mstep: Class 17 contains 9139 members 
Mstep: Class 18 contains 22216 members 
Mstep: Class 19 contains 7604 members 
Mstep: Class 20 contains 6957 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19063 members 
Mstep: Class 23 contains 18816 members 
Mstep: Class 24 contains 51928 members 
Mstep: Class 25 contains 2574 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 5996 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9488 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11450 members 
Mstep: Class 32 contains 47478 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 59886 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2456 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11721 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028120.000000 Penalty: 85805.187500
Iteration 309Q: 44 clusters Score -8.102812e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 40611 members 
Mstep: Class 3 contains 4224 members 
Mstep: Class 4 contains 70398 members 
Mstep: Class 5 contains 11624 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33871 members 
Mstep: Class 8 contains 11142 members 
Mstep: Class 9 contains 26329 members 
Mstep: Class 10 contains 2422 members 
Mstep: Class 11 contains 25569 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4655 members 
Mstep: Class 14 contains 67487 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2746 members 
Mstep: Class 17 contains 9140 members 
Mstep: Class 18 contains 22211 members 
Mstep: Class 19 contains 7604 members 
Mstep: Class 20 contains 6957 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19060 members 
Mstep: Class 23 contains 18816 members 
Mstep: Class 24 contains 51908 members 
Mstep: Class 25 contains 2574 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 5995 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9488 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11455 members 
Mstep: Class 32 contains 47474 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 59900 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2456 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11722 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028096.000000 Penalty: 85805.187500
Iteration 310Q: 44 clusters Score -8.10281e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 40610 members 
Mstep: Class 3 contains 4224 members 
Mstep: Class 4 contains 70404 members 
Mstep: Class 5 contains 11624 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33872 members 
Mstep: Class 8 contains 11142 members 
Mstep: Class 9 contains 26329 members 
Mstep: Class 10 contains 2422 members 
Mstep: Class 11 contains 25569 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4655 members 
Mstep: Class 14 contains 67486 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2746 members 
Mstep: Class 17 contains 9141 members 
Mstep: Class 18 contains 22208 members 
Mstep: Class 19 contains 7605 members 
Mstep: Class 20 contains 6957 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19058 members 
Mstep: Class 23 contains 18816 members 
Mstep: Class 24 contains 51896 members 
Mstep: Class 25 contains 2574 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 5995 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9488 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11455 members 
Mstep: Class 32 contains 47473 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 59911 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2456 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11722 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028168.000000 Penalty: 85805.187500
Iteration 311Q: 44 clusters Score -8.102817e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 40609 members 
Mstep: Class 3 contains 4224 members 
Mstep: Class 4 contains 70419 members 
Mstep: Class 5 contains 11623 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33873 members 
Mstep: Class 8 contains 11142 members 
Mstep: Class 9 contains 26329 members 
Mstep: Class 10 contains 2423 members 
Mstep: Class 11 contains 25569 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4655 members 
Mstep: Class 14 contains 67487 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2746 members 
Mstep: Class 17 contains 9140 members 
Mstep: Class 18 contains 22207 members 
Mstep: Class 19 contains 7603 members 
Mstep: Class 20 contains 6957 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19053 members 
Mstep: Class 23 contains 18816 members 
Mstep: Class 24 contains 51885 members 
Mstep: Class 25 contains 2574 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 5995 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9488 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11456 members 
Mstep: Class 32 contains 47469 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 59918 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2456 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11722 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028184.000000 Penalty: 85805.187500
Iteration 312Q: 44 clusters Score -8.102818e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 40608 members 
Mstep: Class 3 contains 4224 members 
Mstep: Class 4 contains 70428 members 
Mstep: Class 5 contains 11623 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33873 members 
Mstep: Class 8 contains 11142 members 
Mstep: Class 9 contains 26330 members 
Mstep: Class 10 contains 2425 members 
Mstep: Class 11 contains 25567 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4655 members 
Mstep: Class 14 contains 67486 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2746 members 
Mstep: Class 17 contains 9141 members 
Mstep: Class 18 contains 22209 members 
Mstep: Class 19 contains 7604 members 
Mstep: Class 20 contains 6957 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19050 members 
Mstep: Class 23 contains 18816 members 
Mstep: Class 24 contains 51867 members 
Mstep: Class 25 contains 2574 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 5994 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9488 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11458 members 
Mstep: Class 32 contains 47468 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 59928 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2456 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11722 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028080.000000 Penalty: 85805.187500
Iteration 313Q: 44 clusters Score -8.102808e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 40607 members 
Mstep: Class 3 contains 4225 members 
Mstep: Class 4 contains 70435 members 
Mstep: Class 5 contains 11623 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33874 members 
Mstep: Class 8 contains 11142 members 
Mstep: Class 9 contains 26331 members 
Mstep: Class 10 contains 2427 members 
Mstep: Class 11 contains 25566 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4655 members 
Mstep: Class 14 contains 67487 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2746 members 
Mstep: Class 17 contains 9140 members 
Mstep: Class 18 contains 22209 members 
Mstep: Class 19 contains 7605 members 
Mstep: Class 20 contains 6957 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19053 members 
Mstep: Class 23 contains 18816 members 
Mstep: Class 24 contains 51846 members 
Mstep: Class 25 contains 2574 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 5994 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9488 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11459 members 
Mstep: Class 32 contains 47466 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 59938 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2456 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11722 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028032.000000 Penalty: 85805.187500
Iteration 314Q: 44 clusters Score -8.102803e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 40603 members 
Mstep: Class 3 contains 4227 members 
Mstep: Class 4 contains 70441 members 
Mstep: Class 5 contains 11623 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33874 members 
Mstep: Class 8 contains 11142 members 
Mstep: Class 9 contains 26331 members 
Mstep: Class 10 contains 2430 members 
Mstep: Class 11 contains 25566 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4655 members 
Mstep: Class 14 contains 67487 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2746 members 
Mstep: Class 17 contains 9140 members 
Mstep: Class 18 contains 22209 members 
Mstep: Class 19 contains 7608 members 
Mstep: Class 20 contains 6957 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19053 members 
Mstep: Class 23 contains 18816 members 
Mstep: Class 24 contains 51820 members 
Mstep: Class 25 contains 2574 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 5993 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9488 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11460 members 
Mstep: Class 32 contains 47464 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 59957 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2456 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11722 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027992.000000 Penalty: 85805.187500
Iteration 315Q: 44 clusters Score -8.102799e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 40600 members 
Mstep: Class 3 contains 4228 members 
Mstep: Class 4 contains 70441 members 
Mstep: Class 5 contains 11623 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33875 members 
Mstep: Class 8 contains 11142 members 
Mstep: Class 9 contains 26331 members 
Mstep: Class 10 contains 2431 members 
Mstep: Class 11 contains 25567 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4656 members 
Mstep: Class 14 contains 67486 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2746 members 
Mstep: Class 17 contains 9140 members 
Mstep: Class 18 contains 22207 members 
Mstep: Class 19 contains 7611 members 
Mstep: Class 20 contains 6957 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19052 members 
Mstep: Class 23 contains 18816 members 
Mstep: Class 24 contains 51793 members 
Mstep: Class 25 contains 2574 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 5994 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9488 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11460 members 
Mstep: Class 32 contains 47468 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 59980 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2456 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11723 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028064.000000 Penalty: 85805.187500
Iteration 316Q: 44 clusters Score -8.102806e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 40597 members 
Mstep: Class 3 contains 4228 members 
Mstep: Class 4 contains 70442 members 
Mstep: Class 5 contains 11623 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33876 members 
Mstep: Class 8 contains 11142 members 
Mstep: Class 9 contains 26332 members 
Mstep: Class 10 contains 2432 members 
Mstep: Class 11 contains 25568 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4657 members 
Mstep: Class 14 contains 67485 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2746 members 
Mstep: Class 17 contains 9140 members 
Mstep: Class 18 contains 22203 members 
Mstep: Class 19 contains 7611 members 
Mstep: Class 20 contains 6957 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19051 members 
Mstep: Class 23 contains 18816 members 
Mstep: Class 24 contains 51766 members 
Mstep: Class 25 contains 2574 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 5993 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9488 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11461 members 
Mstep: Class 32 contains 47469 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 60006 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2458 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11724 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027952.000000 Penalty: 85805.187500
Iteration 317Q: 44 clusters Score -8.102795e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 40597 members 
Mstep: Class 3 contains 4229 members 
Mstep: Class 4 contains 70445 members 
Mstep: Class 5 contains 11622 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33879 members 
Mstep: Class 8 contains 11142 members 
Mstep: Class 9 contains 26333 members 
Mstep: Class 10 contains 2436 members 
Mstep: Class 11 contains 25569 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4659 members 
Mstep: Class 14 contains 67483 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2744 members 
Mstep: Class 17 contains 9141 members 
Mstep: Class 18 contains 22202 members 
Mstep: Class 19 contains 7610 members 
Mstep: Class 20 contains 6957 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19051 members 
Mstep: Class 23 contains 18816 members 
Mstep: Class 24 contains 51736 members 
Mstep: Class 25 contains 2575 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 5991 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9488 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11463 members 
Mstep: Class 32 contains 47473 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 60025 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2460 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11724 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027960.000000 Penalty: 85805.187500
Iteration 318Q: 44 clusters Score -8.102796e+07 nChanged 74
Entering ConstructFrom: 
Score: -81027960.000000 Penalty: 85805.187500
Entering ConstructFrom: 
Trying to split cluster 1 (6477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Entering Unmasked Estep 
Score: -776548.187500 Penalty: 1305.870728
	Iteration 0F: 2 clusters Score -776548.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -771955.500000 Penalty: 2611.741455
	Iteration 0F: 3 clusters Score -771955.5 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -773350.500000 Penalty: 2611.741455
	Iteration 1F: 3 clusters Score -773350.5 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -773619.812500 Penalty: 2611.741455
	Iteration 2F: 3 clusters Score -773619.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -773809.875000 Penalty: 2611.741455
	Iteration 3F: 3 clusters Score -773809.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -773943.187500 Penalty: 2611.741455
	Iteration 4Q: 3 clusters Score -773943.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -774065.687500 Penalty: 2611.741455
	Iteration 5Q: 3 clusters Score -774065.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -774187.687500 Penalty: 2611.741455
	Iteration 6Q: 3 clusters Score -774187.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -774324.750000 Penalty: 2611.741455
	Iteration 7Q: 3 clusters Score -774324.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -774458.000000 Penalty: 2611.741455
	Iteration 8Q: 3 clusters Score -774458 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -774623.375000 Penalty: 2611.741455
	Iteration 9Q: 3 clusters Score -774623.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -774809.312500 Penalty: 2611.741455
	Iteration 10Q: 3 clusters Score -774809.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -774973.875000 Penalty: 2611.741455
	Iteration 11Q: 3 clusters Score -774973.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -775146.250000 Penalty: 2611.741455
	Iteration 12Q: 3 clusters Score -775146.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -775262.875000 Penalty: 2611.741455
	Iteration 13Q: 3 clusters Score -775262.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -775359.375000 Penalty: 2611.741455
	Iteration 14Q: 3 clusters Score -775359.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -775429.625000 Penalty: 2611.741455
	Iteration 15Q: 3 clusters Score -775429.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -775479.687500 Penalty: 2611.741455
	Iteration 16Q: 3 clusters Score -775479.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -775511.312500 Penalty: 2611.741455
	Iteration 17Q: 3 clusters Score -775511.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -775533.375000 Penalty: 2611.741455
	Iteration 18Q: 3 clusters Score -775533.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -775550.437500 Penalty: 2611.741455
	Iteration 19Q: 3 clusters Score -775550.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -775563.625000 Penalty: 2611.741455
	Iteration 20F: 3 clusters Score -775563.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -775571.687500 Penalty: 2611.741455
	Iteration 21Q: 3 clusters Score -775571.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -775578.250000 Penalty: 2611.741455
	Iteration 22Q: 3 clusters Score -775578.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -775583.625000 Penalty: 2611.741455
	Iteration 23Q: 3 clusters Score -775583.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -775588.937500 Penalty: 2611.741455
	Iteration 24Q: 3 clusters Score -775588.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -775590.937500 Penalty: 2611.741455
	Iteration 25Q: 3 clusters Score -775590.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -775594.375000 Penalty: 2611.741455
	Iteration 26Q: 3 clusters Score -775594.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -775597.500000 Penalty: 2611.741455
	Iteration 27Q: 3 clusters Score -775597.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -775599.437500 Penalty: 2611.741455
	Iteration 28Q: 3 clusters Score -775599.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -775602.125000 Penalty: 2611.741455
	Iteration 29Q: 3 clusters Score -775602.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -775605.125000 Penalty: 2611.741455
	Iteration 30Q: 3 clusters Score -775605.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -775606.625000 Penalty: 2611.741455
	Iteration 31Q: 3 clusters Score -775606.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -775609.312500 Penalty: 2611.741455
	Iteration 32Q: 3 clusters Score -775609.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -775608.125000 Penalty: 2611.741455
	Iteration 33Q: 3 clusters Score -775608.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -775609.875000 Penalty: 2611.741455
	Iteration 34Q: 3 clusters Score -775609.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -775612.125000 Penalty: 2611.741455
	Iteration 35Q: 3 clusters Score -775612.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -775612.125000 Penalty: 2611.741455
	Iteration 36Q: 3 clusters Score -775612.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -775614.312500 Penalty: 2611.741455
	Iteration 37Q: 3 clusters Score -775614.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -775618.312500 Penalty: 2611.741455
	Iteration 38Q: 3 clusters Score -775618.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -775617.250000 Penalty: 2611.741455
	Iteration 39Q: 3 clusters Score -775617.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -775619.125000 Penalty: 2611.741455
	Iteration 40F: 3 clusters Score -775619.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -775620.250000 Penalty: 2611.741455
	Iteration 41Q: 3 clusters Score -775620.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -775622.875000 Penalty: 2611.741455
	Iteration 42Q: 3 clusters Score -775622.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -775622.062500 Penalty: 2611.741455
	Iteration 43Q: 3 clusters Score -775622.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -775624.187500 Penalty: 2611.741455
	Iteration 44Q: 3 clusters Score -775624.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -775625.125000 Penalty: 2611.741455
	Iteration 45Q: 3 clusters Score -775625.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -775624.812500 Penalty: 2611.741455
	Iteration 46Q: 3 clusters Score -775624.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -775625.687500 Penalty: 2611.741455
	Iteration 47Q: 3 clusters Score -775625.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -775624.625000 Penalty: 2611.741455
	Iteration 48Q: 3 clusters Score -775624.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -775624.875000 Penalty: 2611.741455
	Iteration 49Q: 3 clusters Score -775624.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -775624.875000 Penalty: 2611.741455
	Iteration 50F: 3 clusters Score -775624.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (40595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40595 members 
Entering Unmasked Estep 
Score: -4989555.500000 Penalty: 1578.976440
	Iteration 0F: 2 clusters Score -4989556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -4963069.000000 Penalty: 3157.952881
	Iteration 0F: 3 clusters Score -4963069 nChanged 18533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -4973289.000000 Penalty: 3157.952881
	Iteration 1F: 3 clusters Score -4973289 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -4973864.500000 Penalty: 3157.952881
	Iteration 2Q: 3 clusters Score -4973864 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20804 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -4974414.000000 Penalty: 3157.952881
	Iteration 3Q: 3 clusters Score -4974414 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -4975019.000000 Penalty: 3157.952881
	Iteration 4Q: 3 clusters Score -4975019 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -4975657.500000 Penalty: 3157.952881
	Iteration 5Q: 3 clusters Score -4975658 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21890 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -4976380.500000 Penalty: 3157.952881
	Iteration 6Q: 3 clusters Score -4976380 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -4977267.500000 Penalty: 3157.952881
	Iteration 7Q: 3 clusters Score -4977268 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23648 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -4978351.000000 Penalty: 3157.952881
	Iteration 8F: 3 clusters Score -4978351 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24900 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -4979623.500000 Penalty: 3157.952881
	Iteration 9F: 3 clusters Score -4979624 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26321 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -4981162.500000 Penalty: 3157.952881
	Iteration 10F: 3 clusters Score -4981162 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27699 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -4982709.000000 Penalty: 3157.952881
	Iteration 11F: 3 clusters Score -4982709 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28879 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -4983964.500000 Penalty: 3157.952881
	Iteration 12Q: 3 clusters Score -4983964 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29813 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -4984801.500000 Penalty: 3157.952881
	Iteration 13Q: 3 clusters Score -4984802 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30611 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -4985327.500000 Penalty: 3157.952881
	Iteration 14Q: 3 clusters Score -4985328 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31397 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -4985687.000000 Penalty: 3157.952881
	Iteration 15Q: 3 clusters Score -4985687 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32094 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -4986017.000000 Penalty: 3157.952881
	Iteration 16Q: 3 clusters Score -4986017 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32688 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -4986281.000000 Penalty: 3157.952881
	Iteration 17Q: 3 clusters Score -4986281 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33247 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -4986515.500000 Penalty: 3157.952881
	Iteration 18Q: 3 clusters Score -4986516 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33754 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -4986716.500000 Penalty: 3157.952881
	Iteration 19Q: 3 clusters Score -4986716 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34225 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -4986935.000000 Penalty: 3157.952881
	Iteration 20F: 3 clusters Score -4986935 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34660 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -4987066.500000 Penalty: 3157.952881
	Iteration 21Q: 3 clusters Score -4987066 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35049 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -4987196.500000 Penalty: 3157.952881
	Iteration 22Q: 3 clusters Score -4987196 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35421 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -4987322.000000 Penalty: 3157.952881
	Iteration 23Q: 3 clusters Score -4987322 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35745 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -4987451.000000 Penalty: 3157.952881
	Iteration 24Q: 3 clusters Score -4987451 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36050 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -4987577.000000 Penalty: 3157.952881
	Iteration 25Q: 3 clusters Score -4987577 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36323 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -4987668.000000 Penalty: 3157.952881
	Iteration 26Q: 3 clusters Score -4987668 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36578 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -4987754.000000 Penalty: 3157.952881
	Iteration 27Q: 3 clusters Score -4987754 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36805 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -4987824.500000 Penalty: 3157.952881
	Iteration 28Q: 3 clusters Score -4987824 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37022 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -4987911.500000 Penalty: 3157.952881
	Iteration 29Q: 3 clusters Score -4987912 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37212 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -4987990.500000 Penalty: 3157.952881
	Iteration 30Q: 3 clusters Score -4987990 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37386 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -4988067.500000 Penalty: 3157.952881
	Iteration 31Q: 3 clusters Score -4988068 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37525 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -4988105.500000 Penalty: 3157.952881
	Iteration 32Q: 3 clusters Score -4988106 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37664 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -4988133.000000 Penalty: 3157.952881
	Iteration 33Q: 3 clusters Score -4988133 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37786 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -4988163.500000 Penalty: 3157.952881
	Iteration 34Q: 3 clusters Score -4988164 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37899 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -4988193.000000 Penalty: 3157.952881
	Iteration 35Q: 3 clusters Score -4988193 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37994 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -4988227.500000 Penalty: 3157.952881
	Iteration 36Q: 3 clusters Score -4988228 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38080 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -4988262.000000 Penalty: 3157.952881
	Iteration 37Q: 3 clusters Score -4988262 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38173 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -4988291.000000 Penalty: 3157.952881
	Iteration 38Q: 3 clusters Score -4988291 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38266 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -4988315.000000 Penalty: 3157.952881
	Iteration 39Q: 3 clusters Score -4988315 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38343 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -4988348.500000 Penalty: 3157.952881
	Iteration 40F: 3 clusters Score -4988348 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38405 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -4988372.000000 Penalty: 3157.952881
	Iteration 41Q: 3 clusters Score -4988372 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38464 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -4988382.000000 Penalty: 3157.952881
	Iteration 42Q: 3 clusters Score -4988382 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38516 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -4988410.000000 Penalty: 3157.952881
	Iteration 43Q: 3 clusters Score -4988410 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38565 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -4988408.500000 Penalty: 3157.952881
	Iteration 44Q: 3 clusters Score -4988408 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38601 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -4988426.500000 Penalty: 3157.952881
	Iteration 45Q: 3 clusters Score -4988426 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38636 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -4988423.500000 Penalty: 3157.952881
	Iteration 46Q: 3 clusters Score -4988424 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38671 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -4988438.000000 Penalty: 3157.952881
	Iteration 47Q: 3 clusters Score -4988438 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38711 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -4988449.000000 Penalty: 3157.952881
	Iteration 48Q: 3 clusters Score -4988449 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38743 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -4988453.500000 Penalty: 3157.952881
	Iteration 49Q: 3 clusters Score -4988454 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38780 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -4988464.000000 Penalty: 3157.952881
	Iteration 50Q: 3 clusters Score -4988464 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38809 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -4988470.500000 Penalty: 3157.952881
	Iteration 51Q: 3 clusters Score -4988470 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38837 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -4988483.000000 Penalty: 3157.952881
	Iteration 52Q: 3 clusters Score -4988483 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38857 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -4988480.500000 Penalty: 3157.952881
	Iteration 53Q: 3 clusters Score -4988480 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38873 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -4988484.000000 Penalty: 3157.952881
	Iteration 54Q: 3 clusters Score -4988484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38879 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -4988492.500000 Penalty: 3157.952881
	Iteration 55Q: 3 clusters Score -4988492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38884 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -4988490.000000 Penalty: 3157.952881
	Iteration 56Q: 3 clusters Score -4988490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38890 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -4988482.500000 Penalty: 3157.952881
	Iteration 57Q: 3 clusters Score -4988482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -4988497.500000 Penalty: 3157.952881
	Iteration 58Q: 3 clusters Score -4988498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38902 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -4988494.000000 Penalty: 3157.952881
	Iteration 59Q: 3 clusters Score -4988494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38904 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -4988497.500000 Penalty: 3157.952881
	Iteration 60F: 3 clusters Score -4988498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38903 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -4988493.500000 Penalty: 3157.952881
	Iteration 61Q: 3 clusters Score -4988494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38903 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -4988493.500000 Penalty: 3157.952881
	Iteration 62F: 3 clusters Score -4988494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Entering Unmasked Estep 
Score: -492709.656250 Penalty: 1242.473755
	Iteration 0F: 2 clusters Score -492709.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -489491.250000 Penalty: 2484.947510
	Iteration 0F: 3 clusters Score -489491.2 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -490458.968750 Penalty: 2484.947510
	Iteration 1F: 3 clusters Score -490459 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -490670.625000 Penalty: 2484.947510
	Iteration 2F: 3 clusters Score -490670.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -490811.125000 Penalty: 2484.947510
	Iteration 3Q: 3 clusters Score -490811.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -490912.500000 Penalty: 2484.947510
	Iteration 4Q: 3 clusters Score -490912.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -490995.218750 Penalty: 2484.947510
	Iteration 5Q: 3 clusters Score -490995.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -491070.625000 Penalty: 2484.947510
	Iteration 6Q: 3 clusters Score -491070.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -491123.000000 Penalty: 2484.947510
	Iteration 7Q: 3 clusters Score -491123 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -491167.375000 Penalty: 2484.947510
	Iteration 8Q: 3 clusters Score -491167.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -491208.406250 Penalty: 2484.947510
	Iteration 9Q: 3 clusters Score -491208.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -491248.718750 Penalty: 2484.947510
	Iteration 10Q: 3 clusters Score -491248.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -491283.375000 Penalty: 2484.947510
	Iteration 11Q: 3 clusters Score -491283.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -491307.250000 Penalty: 2484.947510
	Iteration 12Q: 3 clusters Score -491307.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -491336.250000 Penalty: 2484.947510
	Iteration 13Q: 3 clusters Score -491336.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -491358.625000 Penalty: 2484.947510
	Iteration 14Q: 3 clusters Score -491358.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -491382.750000 Penalty: 2484.947510
	Iteration 15Q: 3 clusters Score -491382.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -491403.125000 Penalty: 2484.947510
	Iteration 16Q: 3 clusters Score -491403.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -491424.031250 Penalty: 2484.947510
	Iteration 17Q: 3 clusters Score -491424 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -491441.156250 Penalty: 2484.947510
	Iteration 18Q: 3 clusters Score -491441.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -491460.312500 Penalty: 2484.947510
	Iteration 19Q: 3 clusters Score -491460.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -491479.562500 Penalty: 2484.947510
	Iteration 20F: 3 clusters Score -491479.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -491505.093750 Penalty: 2484.947510
	Iteration 21Q: 3 clusters Score -491505.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -491528.343750 Penalty: 2484.947510
	Iteration 22Q: 3 clusters Score -491528.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -491553.406250 Penalty: 2484.947510
	Iteration 23Q: 3 clusters Score -491553.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -491584.406250 Penalty: 2484.947510
	Iteration 24Q: 3 clusters Score -491584.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -491619.343750 Penalty: 2484.947510
	Iteration 25Q: 3 clusters Score -491619.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -491654.593750 Penalty: 2484.947510
	Iteration 26Q: 3 clusters Score -491654.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -491684.875000 Penalty: 2484.947510
	Iteration 27Q: 3 clusters Score -491684.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -491705.000000 Penalty: 2484.947510
	Iteration 28Q: 3 clusters Score -491705 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -491720.187500 Penalty: 2484.947510
	Iteration 29Q: 3 clusters Score -491720.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -491733.781250 Penalty: 2484.947510
	Iteration 30Q: 3 clusters Score -491733.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -491746.500000 Penalty: 2484.947510
	Iteration 31Q: 3 clusters Score -491746.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -491760.343750 Penalty: 2484.947510
	Iteration 32Q: 3 clusters Score -491760.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -491775.281250 Penalty: 2484.947510
	Iteration 33Q: 3 clusters Score -491775.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -491796.437500 Penalty: 2484.947510
	Iteration 34Q: 3 clusters Score -491796.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -491833.281250 Penalty: 2484.947510
	Iteration 35Q: 3 clusters Score -491833.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -491865.531250 Penalty: 2484.947510
	Iteration 36Q: 3 clusters Score -491865.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -491884.750000 Penalty: 2484.947510
	Iteration 37Q: 3 clusters Score -491884.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -491902.343750 Penalty: 2484.947510
	Iteration 38Q: 3 clusters Score -491902.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -491914.687500 Penalty: 2484.947510
	Iteration 39Q: 3 clusters Score -491914.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -491928.968750 Penalty: 2484.947510
	Iteration 40F: 3 clusters Score -491929 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -491942.375000 Penalty: 2484.947510
	Iteration 41Q: 3 clusters Score -491942.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -491958.625000 Penalty: 2484.947510
	Iteration 42Q: 3 clusters Score -491958.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -491974.937500 Penalty: 2484.947510
	Iteration 43Q: 3 clusters Score -491974.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -491990.281250 Penalty: 2484.947510
	Iteration 44Q: 3 clusters Score -491990.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -492010.468750 Penalty: 2484.947510
	Iteration 45Q: 3 clusters Score -492010.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -492026.312500 Penalty: 2484.947510
	Iteration 46Q: 3 clusters Score -492026.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -492040.500000 Penalty: 2484.947510
	Iteration 47Q: 3 clusters Score -492040.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -492056.125000 Penalty: 2484.947510
	Iteration 48Q: 3 clusters Score -492056.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -492066.093750 Penalty: 2484.947510
	Iteration 49Q: 3 clusters Score -492066.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -492075.500000 Penalty: 2484.947510
	Iteration 50Q: 3 clusters Score -492075.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -492082.781250 Penalty: 2484.947510
	Iteration 51Q: 3 clusters Score -492082.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -492090.312500 Penalty: 2484.947510
	Iteration 52Q: 3 clusters Score -492090.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -492093.843750 Penalty: 2484.947510
	Iteration 53Q: 3 clusters Score -492093.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -492095.031250 Penalty: 2484.947510
	Iteration 54Q: 3 clusters Score -492095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -492097.281250 Penalty: 2484.947510
	Iteration 55Q: 3 clusters Score -492097.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -492099.562500 Penalty: 2484.947510
	Iteration 56Q: 3 clusters Score -492099.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -492100.781250 Penalty: 2484.947510
	Iteration 57Q: 3 clusters Score -492100.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -492102.093750 Penalty: 2484.947510
	Iteration 58Q: 3 clusters Score -492102.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -492102.875000 Penalty: 2484.947510
	Iteration 59Q: 3 clusters Score -492102.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -492103.781250 Penalty: 2484.947510
	Iteration 60F: 3 clusters Score -492103.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -492104.687500 Penalty: 2484.947510
	Iteration 61Q: 3 clusters Score -492104.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -492104.281250 Penalty: 2484.947510
	Iteration 62Q: 3 clusters Score -492104.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -492105.000000 Penalty: 2484.947510
	Iteration 63Q: 3 clusters Score -492105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -492104.593750 Penalty: 2484.947510
	Iteration 64Q: 3 clusters Score -492104.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -492104.593750 Penalty: 2484.947510
	Iteration 65F: 3 clusters Score -492104.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (70441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70441 members 
Entering Unmasked Estep 
Score: -8854349.000000 Penalty: 1660.984619
	Iteration 0F: 2 clusters Score -8854349 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35257 members 
Mstep: Class 2 contains 35184 members 
Entering Unmasked Estep 
Score: -8811451.000000 Penalty: 3321.969238
	Iteration 0F: 3 clusters Score -8811451 nChanged 32928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34845 members 
Mstep: Class 2 contains 35596 members 
Entering Unmasked Estep 
Score: -8830090.000000 Penalty: 3321.969238
	Iteration 1F: 3 clusters Score -8830090 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34447 members 
Mstep: Class 2 contains 35994 members 
Entering Unmasked Estep 
Score: -8830887.000000 Penalty: 3321.969238
	Iteration 2Q: 3 clusters Score -8830887 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33833 members 
Mstep: Class 2 contains 36608 members 
Entering Unmasked Estep 
Score: -8831830.000000 Penalty: 3321.969238
	Iteration 3Q: 3 clusters Score -8831830 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32973 members 
Mstep: Class 2 contains 37468 members 
Entering Unmasked Estep 
Score: -8832983.000000 Penalty: 3321.969238
	Iteration 4Q: 3 clusters Score -8832983 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31786 members 
Mstep: Class 2 contains 38655 members 
Entering Unmasked Estep 
Score: -8834586.000000 Penalty: 3321.969238
	Iteration 5F: 3 clusters Score -8834586 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30264 members 
Mstep: Class 2 contains 40177 members 
Entering Unmasked Estep 
Score: -8836463.000000 Penalty: 3321.969238
	Iteration 6F: 3 clusters Score -8836463 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28530 members 
Mstep: Class 2 contains 41911 members 
Entering Unmasked Estep 
Score: -8838543.000000 Penalty: 3321.969238
	Iteration 7F: 3 clusters Score -8838543 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26604 members 
Mstep: Class 2 contains 43837 members 
Entering Unmasked Estep 
Score: -8840545.000000 Penalty: 3321.969238
	Iteration 8F: 3 clusters Score -8840545 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24698 members 
Mstep: Class 2 contains 45743 members 
Entering Unmasked Estep 
Score: -8842335.000000 Penalty: 3321.969238
	Iteration 9F: 3 clusters Score -8842335 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22780 members 
Mstep: Class 2 contains 47661 members 
Entering Unmasked Estep 
Score: -8843907.000000 Penalty: 3321.969238
	Iteration 10Q: 3 clusters Score -8843907 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20864 members 
Mstep: Class 2 contains 49577 members 
Entering Unmasked Estep 
Score: -8845218.000000 Penalty: 3321.969238
	Iteration 11Q: 3 clusters Score -8845218 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 51447 members 
Entering Unmasked Estep 
Score: -8846544.000000 Penalty: 3321.969238
	Iteration 12Q: 3 clusters Score -8846544 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 53157 members 
Entering Unmasked Estep 
Score: -8847782.000000 Penalty: 3321.969238
	Iteration 13Q: 3 clusters Score -8847782 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 54632 members 
Entering Unmasked Estep 
Score: -8849179.000000 Penalty: 3321.969238
	Iteration 14Q: 3 clusters Score -8849179 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 55722 members 
Entering Unmasked Estep 
Score: -8850537.000000 Penalty: 3321.969238
	Iteration 15Q: 3 clusters Score -8850537 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 56470 members 
Entering Unmasked Estep 
Score: -8851629.000000 Penalty: 3321.969238
	Iteration 16Q: 3 clusters Score -8851629 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 56963 members 
Entering Unmasked Estep 
Score: -8852291.000000 Penalty: 3321.969238
	Iteration 17Q: 3 clusters Score -8852291 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 57347 members 
Entering Unmasked Estep 
Score: -8852714.000000 Penalty: 3321.969238
	Iteration 18Q: 3 clusters Score -8852714 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 57693 members 
Entering Unmasked Estep 
Score: -8853044.000000 Penalty: 3321.969238
	Iteration 19Q: 3 clusters Score -8853044 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 57986 members 
Entering Unmasked Estep 
Score: -8853253.000000 Penalty: 3321.969238
	Iteration 20F: 3 clusters Score -8853253 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 58224 members 
Entering Unmasked Estep 
Score: -8853444.000000 Penalty: 3321.969238
	Iteration 21Q: 3 clusters Score -8853444 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 58404 members 
Entering Unmasked Estep 
Score: -8853585.000000 Penalty: 3321.969238
	Iteration 22Q: 3 clusters Score -8853585 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 58538 members 
Entering Unmasked Estep 
Score: -8853675.000000 Penalty: 3321.969238
	Iteration 23Q: 3 clusters Score -8853675 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 58674 members 
Entering Unmasked Estep 
Score: -8853744.000000 Penalty: 3321.969238
	Iteration 24Q: 3 clusters Score -8853744 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 58805 members 
Entering Unmasked Estep 
Score: -8853817.000000 Penalty: 3321.969238
	Iteration 25Q: 3 clusters Score -8853817 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 58917 members 
Entering Unmasked Estep 
Score: -8853871.000000 Penalty: 3321.969238
	Iteration 26Q: 3 clusters Score -8853871 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 59033 members 
Entering Unmasked Estep 
Score: -8853914.000000 Penalty: 3321.969238
	Iteration 27Q: 3 clusters Score -8853914 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 59126 members 
Entering Unmasked Estep 
Score: -8853937.000000 Penalty: 3321.969238
	Iteration 28Q: 3 clusters Score -8853937 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 59212 members 
Entering Unmasked Estep 
Score: -8853953.000000 Penalty: 3321.969238
	Iteration 29Q: 3 clusters Score -8853953 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 59294 members 
Entering Unmasked Estep 
Score: -8853968.000000 Penalty: 3321.969238
	Iteration 30Q: 3 clusters Score -8853968 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 59357 members 
Entering Unmasked Estep 
Score: -8853989.000000 Penalty: 3321.969238
	Iteration 31Q: 3 clusters Score -8853989 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 59416 members 
Entering Unmasked Estep 
Score: -8853985.000000 Penalty: 3321.969238
	Iteration 32Q: 3 clusters Score -8853985 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 59482 members 
Entering Unmasked Estep 
Score: -8853991.000000 Penalty: 3321.969238
	Iteration 33Q: 3 clusters Score -8853991 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 59542 members 
Entering Unmasked Estep 
Score: -8853999.000000 Penalty: 3321.969238
	Iteration 34Q: 3 clusters Score -8853999 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 59587 members 
Entering Unmasked Estep 
Score: -8853997.000000 Penalty: 3321.969238
	Iteration 35Q: 3 clusters Score -8853997 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 59637 members 
Entering Unmasked Estep 
Score: -8853987.000000 Penalty: 3321.969238
	Iteration 36Q: 3 clusters Score -8853987 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 59688 members 
Entering Unmasked Estep 
Score: -8853992.000000 Penalty: 3321.969238
	Iteration 37Q: 3 clusters Score -8853992 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 59726 members 
Entering Unmasked Estep 
Score: -8853982.000000 Penalty: 3321.969238
	Iteration 38Q: 3 clusters Score -8853982 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 59756 members 
Entering Unmasked Estep 
Score: -8854001.000000 Penalty: 3321.969238
	Iteration 39Q: 3 clusters Score -8854001 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 59789 members 
Entering Unmasked Estep 
Score: -8854001.000000 Penalty: 3321.969238
	Iteration 40F: 3 clusters Score -8854001 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 59819 members 
Entering Unmasked Estep 
Score: -8854004.000000 Penalty: 3321.969238
	Iteration 41Q: 3 clusters Score -8854004 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 59855 members 
Entering Unmasked Estep 
Score: -8854001.000000 Penalty: 3321.969238
	Iteration 42Q: 3 clusters Score -8854001 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 59887 members 
Entering Unmasked Estep 
Score: -8853997.000000 Penalty: 3321.969238
	Iteration 43Q: 3 clusters Score -8853997 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 59910 members 
Entering Unmasked Estep 
Score: -8854003.000000 Penalty: 3321.969238
	Iteration 44Q: 3 clusters Score -8854003 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 59943 members 
Entering Unmasked Estep 
Score: -8853999.000000 Penalty: 3321.969238
	Iteration 45Q: 3 clusters Score -8853999 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 59987 members 
Entering Unmasked Estep 
Score: -8854013.000000 Penalty: 3321.969238
	Iteration 46Q: 3 clusters Score -8854013 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 60026 members 
Entering Unmasked Estep 
Score: -8854015.000000 Penalty: 3321.969238
	Iteration 47Q: 3 clusters Score -8854015 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 60067 members 
Entering Unmasked Estep 
Score: -8854014.000000 Penalty: 3321.969238
	Iteration 48Q: 3 clusters Score -8854014 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 60106 members 
Entering Unmasked Estep 
Score: -8854010.000000 Penalty: 3321.969238
	Iteration 49Q: 3 clusters Score -8854010 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 60154 members 
Entering Unmasked Estep 
Score: -8854015.000000 Penalty: 3321.969238
	Iteration 50Q: 3 clusters Score -8854015 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 60215 members 
Entering Unmasked Estep 
Score: -8854012.000000 Penalty: 3321.969238
	Iteration 51Q: 3 clusters Score -8854012 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 60275 members 
Entering Unmasked Estep 
Score: -8854009.000000 Penalty: 3321.969238
	Iteration 52Q: 3 clusters Score -8854009 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 60318 members 
Entering Unmasked Estep 
Score: -8854009.000000 Penalty: 3321.969238
	Iteration 53Q: 3 clusters Score -8854009 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 60361 members 
Entering Unmasked Estep 
Score: -8854017.000000 Penalty: 3321.969238
	Iteration 54Q: 3 clusters Score -8854017 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 60405 members 
Entering Unmasked Estep 
Score: -8853988.000000 Penalty: 3321.969238
	Iteration 55Q: 3 clusters Score -8853988 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 60444 members 
Entering Unmasked Estep 
Score: -8853987.000000 Penalty: 3321.969238
	Iteration 56Q: 3 clusters Score -8853987 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 60486 members 
Entering Unmasked Estep 
Score: -8853991.000000 Penalty: 3321.969238
	Iteration 57Q: 3 clusters Score -8853991 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 60524 members 
Entering Unmasked Estep 
Score: -8854014.000000 Penalty: 3321.969238
	Iteration 58Q: 3 clusters Score -8854014 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 60562 members 
Entering Unmasked Estep 
Score: -8854002.000000 Penalty: 3321.969238
	Iteration 59Q: 3 clusters Score -8854002 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 60598 members 
Entering Unmasked Estep 
Score: -8853989.000000 Penalty: 3321.969238
	Iteration 60F: 3 clusters Score -8853989 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 60630 members 
Entering Unmasked Estep 
Score: -8853998.000000 Penalty: 3321.969238
	Iteration 61Q: 3 clusters Score -8853998 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 60663 members 
Entering Unmasked Estep 
Score: -8854006.000000 Penalty: 3321.969238
	Iteration 62Q: 3 clusters Score -8854006 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 60701 members 
Entering Unmasked Estep 
Score: -8854006.000000 Penalty: 3321.969238
	Iteration 63Q: 3 clusters Score -8854006 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 60737 members 
Entering Unmasked Estep 
Score: -8853996.000000 Penalty: 3321.969238
	Iteration 64Q: 3 clusters Score -8853996 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 60762 members 
Entering Unmasked Estep 
Score: -8853991.000000 Penalty: 3321.969238
	Iteration 65Q: 3 clusters Score -8853991 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 60795 members 
Entering Unmasked Estep 
Score: -8853990.000000 Penalty: 3321.969238
	Iteration 66Q: 3 clusters Score -8853990 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 60827 members 
Entering Unmasked Estep 
Score: -8853993.000000 Penalty: 3321.969238
	Iteration 67Q: 3 clusters Score -8853993 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 60850 members 
Entering Unmasked Estep 
Score: -8853979.000000 Penalty: 3321.969238
	Iteration 68Q: 3 clusters Score -8853979 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 60875 members 
Entering Unmasked Estep 
Score: -8853978.000000 Penalty: 3321.969238
	Iteration 69Q: 3 clusters Score -8853978 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 60901 members 
Entering Unmasked Estep 
Score: -8853990.000000 Penalty: 3321.969238
	Iteration 70Q: 3 clusters Score -8853990 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 60937 members 
Entering Unmasked Estep 
Score: -8853998.000000 Penalty: 3321.969238
	Iteration 71Q: 3 clusters Score -8853998 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 60973 members 
Entering Unmasked Estep 
Score: -8853999.000000 Penalty: 3321.969238
	Iteration 72Q: 3 clusters Score -8853999 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 61018 members 
Entering Unmasked Estep 
Score: -8854012.000000 Penalty: 3321.969238
	Iteration 73Q: 3 clusters Score -8854012 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 61065 members 
Entering Unmasked Estep 
Score: -8854026.000000 Penalty: 3321.969238
	Iteration 74Q: 3 clusters Score -8854026 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 61114 members 
Entering Unmasked Estep 
Score: -8854021.000000 Penalty: 3321.969238
	Iteration 75Q: 3 clusters Score -8854021 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 61160 members 
Entering Unmasked Estep 
Score: -8854033.000000 Penalty: 3321.969238
	Iteration 76Q: 3 clusters Score -8854033 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 61222 members 
Entering Unmasked Estep 
Score: -8854031.000000 Penalty: 3321.969238
	Iteration 77Q: 3 clusters Score -8854031 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 61257 members 
Entering Unmasked Estep 
Score: -8854042.000000 Penalty: 3321.969238
	Iteration 78Q: 3 clusters Score -8854042 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 61293 members 
Entering Unmasked Estep 
Score: -8854033.000000 Penalty: 3321.969238
	Iteration 79Q: 3 clusters Score -8854033 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 61334 members 
Entering Unmasked Estep 
Score: -8854034.000000 Penalty: 3321.969238
	Iteration 80F: 3 clusters Score -8854034 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 61366 members 
Entering Unmasked Estep 
Score: -8854028.000000 Penalty: 3321.969238
	Iteration 81Q: 3 clusters Score -8854028 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 61397 members 
Entering Unmasked Estep 
Score: -8854039.000000 Penalty: 3321.969238
	Iteration 82Q: 3 clusters Score -8854039 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 61426 members 
Entering Unmasked Estep 
Score: -8854034.000000 Penalty: 3321.969238
	Iteration 83Q: 3 clusters Score -8854034 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 61459 members 
Entering Unmasked Estep 
Score: -8854013.000000 Penalty: 3321.969238
	Iteration 84Q: 3 clusters Score -8854013 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 61494 members 
Entering Unmasked Estep 
Score: -8854015.000000 Penalty: 3321.969238
	Iteration 85Q: 3 clusters Score -8854015 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 61533 members 
Entering Unmasked Estep 
Score: -8854026.000000 Penalty: 3321.969238
	Iteration 86Q: 3 clusters Score -8854026 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 61567 members 
Entering Unmasked Estep 
Score: -8854032.000000 Penalty: 3321.969238
	Iteration 87Q: 3 clusters Score -8854032 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 61594 members 
Entering Unmasked Estep 
Score: -8854020.000000 Penalty: 3321.969238
	Iteration 88Q: 3 clusters Score -8854020 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 61615 members 
Entering Unmasked Estep 
Score: -8854023.000000 Penalty: 3321.969238
	Iteration 89Q: 3 clusters Score -8854023 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 61643 members 
Entering Unmasked Estep 
Score: -8854027.000000 Penalty: 3321.969238
	Iteration 90Q: 3 clusters Score -8854027 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 61670 members 
Entering Unmasked Estep 
Score: -8854009.000000 Penalty: 3321.969238
	Iteration 91Q: 3 clusters Score -8854009 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 61696 members 
Entering Unmasked Estep 
Score: -8854005.000000 Penalty: 3321.969238
	Iteration 92Q: 3 clusters Score -8854005 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 61725 members 
Entering Unmasked Estep 
Score: -8853990.000000 Penalty: 3321.969238
	Iteration 93Q: 3 clusters Score -8853990 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 61758 members 
Entering Unmasked Estep 
Score: -8853981.000000 Penalty: 3321.969238
	Iteration 94Q: 3 clusters Score -8853981 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 61786 members 
Entering Unmasked Estep 
Score: -8853977.000000 Penalty: 3321.969238
	Iteration 95Q: 3 clusters Score -8853977 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 61813 members 
Entering Unmasked Estep 
Score: -8853986.000000 Penalty: 3321.969238
	Iteration 96Q: 3 clusters Score -8853986 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 61842 members 
Entering Unmasked Estep 
Score: -8853989.000000 Penalty: 3321.969238
	Iteration 97Q: 3 clusters Score -8853989 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 61869 members 
Entering Unmasked Estep 
Score: -8853998.000000 Penalty: 3321.969238
	Iteration 98Q: 3 clusters Score -8853998 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 61899 members 
Entering Unmasked Estep 
Score: -8853995.000000 Penalty: 3321.969238
	Iteration 99Q: 3 clusters Score -8853995 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 61920 members 
Entering Unmasked Estep 
Score: -8853995.000000 Penalty: 3321.969238
	Iteration 100F: 3 clusters Score -8853995 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 61941 members 
Entering Unmasked Estep 
Score: -8853982.000000 Penalty: 3321.969238
	Iteration 101Q: 3 clusters Score -8853982 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 61959 members 
Entering Unmasked Estep 
Score: -8853993.000000 Penalty: 3321.969238
	Iteration 102Q: 3 clusters Score -8853993 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 61972 members 
Entering Unmasked Estep 
Score: -8853988.000000 Penalty: 3321.969238
	Iteration 103Q: 3 clusters Score -8853988 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 61987 members 
Entering Unmasked Estep 
Score: -8854000.000000 Penalty: 3321.969238
	Iteration 104Q: 3 clusters Score -8854000 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 62004 members 
Entering Unmasked Estep 
Score: -8853996.000000 Penalty: 3321.969238
	Iteration 105Q: 3 clusters Score -8853996 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 62022 members 
Entering Unmasked Estep 
Score: -8853986.000000 Penalty: 3321.969238
	Iteration 106Q: 3 clusters Score -8853986 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 62040 members 
Entering Unmasked Estep 
Score: -8853987.000000 Penalty: 3321.969238
	Iteration 107Q: 3 clusters Score -8853987 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 62049 members 
Entering Unmasked Estep 
Score: -8853993.000000 Penalty: 3321.969238
	Iteration 108Q: 3 clusters Score -8853993 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 62059 members 
Entering Unmasked Estep 
Score: -8853999.000000 Penalty: 3321.969238
	Iteration 109Q: 3 clusters Score -8853999 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 62071 members 
Entering Unmasked Estep 
Score: -8853993.000000 Penalty: 3321.969238
	Iteration 110Q: 3 clusters Score -8853993 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 62082 members 
Entering Unmasked Estep 
Score: -8854007.000000 Penalty: 3321.969238
	Iteration 111Q: 3 clusters Score -8854007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 62088 members 
Entering Unmasked Estep 
Score: -8854004.000000 Penalty: 3321.969238
	Iteration 112Q: 3 clusters Score -8854004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 62094 members 
Entering Unmasked Estep 
Score: -8854003.000000 Penalty: 3321.969238
	Iteration 113Q: 3 clusters Score -8854003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 62099 members 
Entering Unmasked Estep 
Score: -8853997.000000 Penalty: 3321.969238
	Iteration 114Q: 3 clusters Score -8853997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 62104 members 
Entering Unmasked Estep 
Score: -8853998.000000 Penalty: 3321.969238
	Iteration 115Q: 3 clusters Score -8853998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 62107 members 
Entering Unmasked Estep 
Score: -8854003.000000 Penalty: 3321.969238
	Iteration 116Q: 3 clusters Score -8854003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 62110 members 
Entering Unmasked Estep 
Score: -8853999.000000 Penalty: 3321.969238
	Iteration 117Q: 3 clusters Score -8853999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 62116 members 
Entering Unmasked Estep 
Score: -8854005.000000 Penalty: 3321.969238
	Iteration 118Q: 3 clusters Score -8854005 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 62123 members 
Entering Unmasked Estep 
Score: -8854005.000000 Penalty: 3321.969238
	Iteration 119Q: 3 clusters Score -8854005 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 62132 members 
Entering Unmasked Estep 
Score: -8854006.000000 Penalty: 3321.969238
	Iteration 120F: 3 clusters Score -8854006 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 62146 members 
Entering Unmasked Estep 
Score: -8853997.000000 Penalty: 3321.969238
	Iteration 121Q: 3 clusters Score -8853997 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 62158 members 
Entering Unmasked Estep 
Score: -8854005.000000 Penalty: 3321.969238
	Iteration 122Q: 3 clusters Score -8854005 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 62177 members 
Entering Unmasked Estep 
Score: -8854010.000000 Penalty: 3321.969238
	Iteration 123Q: 3 clusters Score -8854010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 62186 members 
Entering Unmasked Estep 
Score: -8854010.000000 Penalty: 3321.969238
	Iteration 124Q: 3 clusters Score -8854010 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 62201 members 
Entering Unmasked Estep 
Score: -8854004.000000 Penalty: 3321.969238
	Iteration 125Q: 3 clusters Score -8854004 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 62213 members 
Entering Unmasked Estep 
Score: -8854018.000000 Penalty: 3321.969238
	Iteration 126Q: 3 clusters Score -8854018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 62220 members 
Entering Unmasked Estep 
Score: -8854019.000000 Penalty: 3321.969238
	Iteration 127Q: 3 clusters Score -8854019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 62227 members 
Entering Unmasked Estep 
Score: -8854013.000000 Penalty: 3321.969238
	Iteration 128Q: 3 clusters Score -8854013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 62230 members 
Entering Unmasked Estep 
Score: -8854009.000000 Penalty: 3321.969238
	Iteration 129Q: 3 clusters Score -8854009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 62231 members 
Entering Unmasked Estep 
Score: -8854010.000000 Penalty: 3321.969238
	Iteration 130Q: 3 clusters Score -8854010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 62233 members 
Entering Unmasked Estep 
Score: -8854003.000000 Penalty: 3321.969238
	Iteration 131Q: 3 clusters Score -8854003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 62235 members 
Entering Unmasked Estep 
Score: -8854006.000000 Penalty: 3321.969238
	Iteration 132Q: 3 clusters Score -8854006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 62235 members 
Entering Unmasked Estep 
Score: -8854006.000000 Penalty: 3321.969238
	Iteration 133F: 3 clusters Score -8854006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (11621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Entering Unmasked Estep 
Score: -1388741.375000 Penalty: 1392.852661
	Iteration 0F: 2 clusters Score -1388741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1380879.375000 Penalty: 2785.705322
	Iteration 0F: 3 clusters Score -1380879 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1383517.000000 Penalty: 2785.705322
	Iteration 1F: 3 clusters Score -1383517 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1383923.625000 Penalty: 2785.705322
	Iteration 2F: 3 clusters Score -1383924 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1384332.750000 Penalty: 2785.705322
	Iteration 3F: 3 clusters Score -1384333 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1384833.000000 Penalty: 2785.705322
	Iteration 4F: 3 clusters Score -1384833 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1385440.375000 Penalty: 2785.705322
	Iteration 5F: 3 clusters Score -1385440 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1386028.875000 Penalty: 2785.705322
	Iteration 6F: 3 clusters Score -1386029 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1386494.625000 Penalty: 2785.705322
	Iteration 7F: 3 clusters Score -1386495 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1386903.375000 Penalty: 2785.705322
	Iteration 8F: 3 clusters Score -1386903 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1387230.250000 Penalty: 2785.705322
	Iteration 9Q: 3 clusters Score -1387230 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1387503.375000 Penalty: 2785.705322
	Iteration 10Q: 3 clusters Score -1387503 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1387687.000000 Penalty: 2785.705322
	Iteration 11Q: 3 clusters Score -1387687 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1387826.125000 Penalty: 2785.705322
	Iteration 12Q: 3 clusters Score -1387826 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1387930.500000 Penalty: 2785.705322
	Iteration 13Q: 3 clusters Score -1387930 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1387992.500000 Penalty: 2785.705322
	Iteration 14Q: 3 clusters Score -1387992 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1388037.375000 Penalty: 2785.705322
	Iteration 15Q: 3 clusters Score -1388037 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1388081.875000 Penalty: 2785.705322
	Iteration 16Q: 3 clusters Score -1388082 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1388122.125000 Penalty: 2785.705322
	Iteration 17Q: 3 clusters Score -1388122 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1388158.125000 Penalty: 2785.705322
	Iteration 18Q: 3 clusters Score -1388158 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1388204.750000 Penalty: 2785.705322
	Iteration 19Q: 3 clusters Score -1388205 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1388238.875000 Penalty: 2785.705322
	Iteration 20F: 3 clusters Score -1388239 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1388267.500000 Penalty: 2785.705322
	Iteration 21Q: 3 clusters Score -1388268 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1388295.500000 Penalty: 2785.705322
	Iteration 22Q: 3 clusters Score -1388296 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1388323.250000 Penalty: 2785.705322
	Iteration 23Q: 3 clusters Score -1388323 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1388354.250000 Penalty: 2785.705322
	Iteration 24Q: 3 clusters Score -1388354 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1388388.250000 Penalty: 2785.705322
	Iteration 25Q: 3 clusters Score -1388388 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1388414.375000 Penalty: 2785.705322
	Iteration 26Q: 3 clusters Score -1388414 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1388447.625000 Penalty: 2785.705322
	Iteration 27Q: 3 clusters Score -1388448 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1388484.000000 Penalty: 2785.705322
	Iteration 28Q: 3 clusters Score -1388484 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1388512.625000 Penalty: 2785.705322
	Iteration 29Q: 3 clusters Score -1388513 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1388539.875000 Penalty: 2785.705322
	Iteration 30Q: 3 clusters Score -1388540 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1388560.500000 Penalty: 2785.705322
	Iteration 31Q: 3 clusters Score -1388560 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1388588.500000 Penalty: 2785.705322
	Iteration 32Q: 3 clusters Score -1388588 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1388606.000000 Penalty: 2785.705322
	Iteration 33Q: 3 clusters Score -1388606 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1388637.875000 Penalty: 2785.705322
	Iteration 34Q: 3 clusters Score -1388638 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1388657.750000 Penalty: 2785.705322
	Iteration 35Q: 3 clusters Score -1388658 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1388672.750000 Penalty: 2785.705322
	Iteration 36Q: 3 clusters Score -1388673 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1388678.625000 Penalty: 2785.705322
	Iteration 37Q: 3 clusters Score -1388679 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1388684.875000 Penalty: 2785.705322
	Iteration 38Q: 3 clusters Score -1388685 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1388692.000000 Penalty: 2785.705322
	Iteration 39Q: 3 clusters Score -1388692 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1388692.500000 Penalty: 2785.705322
	Iteration 40F: 3 clusters Score -1388692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1388695.875000 Penalty: 2785.705322
	Iteration 41Q: 3 clusters Score -1388696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1388696.750000 Penalty: 2785.705322
	Iteration 42Q: 3 clusters Score -1388697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1388701.375000 Penalty: 2785.705322
	Iteration 43Q: 3 clusters Score -1388701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1388702.000000 Penalty: 2785.705322
	Iteration 44Q: 3 clusters Score -1388702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1388706.375000 Penalty: 2785.705322
	Iteration 45Q: 3 clusters Score -1388706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1388707.375000 Penalty: 2785.705322
	Iteration 46Q: 3 clusters Score -1388707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1388707.625000 Penalty: 2785.705322
	Iteration 47Q: 3 clusters Score -1388708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1388707.375000 Penalty: 2785.705322
	Iteration 48Q: 3 clusters Score -1388707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1388706.000000 Penalty: 2785.705322
	Iteration 49Q: 3 clusters Score -1388706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1388706.625000 Penalty: 2785.705322
	Iteration 50Q: 3 clusters Score -1388707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1388706.625000 Penalty: 2785.705322
	Iteration 51F: 3 clusters Score -1388707 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Entering Unmasked Estep 
Score: -37316.703125 Penalty: 863.804077
	Iteration 0F: 2 clusters Score -37316.7 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 179 members 
Entering Unmasked Estep 
Score: -36607.406250 Penalty: 1727.608154
	Iteration 0F: 3 clusters Score -36607.41 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -36722.167969 Penalty: 1727.608154
	Iteration 1F: 3 clusters Score -36722.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -36757.699219 Penalty: 1727.608154
	Iteration 2Q: 3 clusters Score -36757.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -36782.105469 Penalty: 1727.608154
	Iteration 3Q: 3 clusters Score -36782.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -36788.570312 Penalty: 1727.608154
	Iteration 4Q: 3 clusters Score -36788.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -36792.445312 Penalty: 1727.608154
	Iteration 5Q: 3 clusters Score -36792.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -36792.445312 Penalty: 1727.608154
	Iteration 6F: 3 clusters Score -36792.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (33880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33880 members 
Entering Unmasked Estep 
Score: -4288862.500000 Penalty: 1552.070312
	Iteration 0F: 2 clusters Score -4288862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -4266692.000000 Penalty: 3104.140625
	Iteration 0F: 3 clusters Score -4266692 nChanged 15342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -4275078.500000 Penalty: 3104.140625
	Iteration 1F: 3 clusters Score -4275078 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -4275500.000000 Penalty: 3104.140625
	Iteration 2Q: 3 clusters Score -4275500 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -4275877.500000 Penalty: 3104.140625
	Iteration 3Q: 3 clusters Score -4275878 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -4276223.500000 Penalty: 3104.140625
	Iteration 4Q: 3 clusters Score -4276224 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -4276652.000000 Penalty: 3104.140625
	Iteration 5Q: 3 clusters Score -4276652 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 19923 members 
Entering Unmasked Estep 
Score: -4277133.000000 Penalty: 3104.140625
	Iteration 6Q: 3 clusters Score -4277133 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -4277795.000000 Penalty: 3104.140625
	Iteration 7Q: 3 clusters Score -4277795 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 22326 members 
Entering Unmasked Estep 
Score: -4278706.500000 Penalty: 3104.140625
	Iteration 8Q: 3 clusters Score -4278706 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 24030 members 
Entering Unmasked Estep 
Score: -4280004.000000 Penalty: 3104.140625
	Iteration 9F: 3 clusters Score -4280004 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 25932 members 
Entering Unmasked Estep 
Score: -4281578.500000 Penalty: 3104.140625
	Iteration 10F: 3 clusters Score -4281578 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 27790 members 
Entering Unmasked Estep 
Score: -4283205.000000 Penalty: 3104.140625
	Iteration 11F: 3 clusters Score -4283205 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 29414 members 
Entering Unmasked Estep 
Score: -4284593.500000 Penalty: 3104.140625
	Iteration 12Q: 3 clusters Score -4284594 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 30680 members 
Entering Unmasked Estep 
Score: -4285657.000000 Penalty: 3104.140625
	Iteration 13Q: 3 clusters Score -4285657 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 31594 members 
Entering Unmasked Estep 
Score: -4286358.000000 Penalty: 3104.140625
	Iteration 14Q: 3 clusters Score -4286358 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 32185 members 
Entering Unmasked Estep 
Score: -4286825.000000 Penalty: 3104.140625
	Iteration 15Q: 3 clusters Score -4286825 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 32554 members 
Entering Unmasked Estep 
Score: -4287106.500000 Penalty: 3104.140625
	Iteration 16Q: 3 clusters Score -4287106 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 32800 members 
Entering Unmasked Estep 
Score: -4287296.000000 Penalty: 3104.140625
	Iteration 17Q: 3 clusters Score -4287296 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 32925 members 
Entering Unmasked Estep 
Score: -4287399.500000 Penalty: 3104.140625
	Iteration 18Q: 3 clusters Score -4287400 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 33007 members 
Entering Unmasked Estep 
Score: -4287464.000000 Penalty: 3104.140625
	Iteration 19Q: 3 clusters Score -4287464 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 33077 members 
Entering Unmasked Estep 
Score: -4287532.500000 Penalty: 3104.140625
	Iteration 20F: 3 clusters Score -4287532 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 33123 members 
Entering Unmasked Estep 
Score: -4287585.000000 Penalty: 3104.140625
	Iteration 21Q: 3 clusters Score -4287585 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 33162 members 
Entering Unmasked Estep 
Score: -4287614.500000 Penalty: 3104.140625
	Iteration 22Q: 3 clusters Score -4287614 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 33183 members 
Entering Unmasked Estep 
Score: -4287636.000000 Penalty: 3104.140625
	Iteration 23Q: 3 clusters Score -4287636 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 33197 members 
Entering Unmasked Estep 
Score: -4287657.000000 Penalty: 3104.140625
	Iteration 24Q: 3 clusters Score -4287657 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 33205 members 
Entering Unmasked Estep 
Score: -4287674.500000 Penalty: 3104.140625
	Iteration 25Q: 3 clusters Score -4287674 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 33216 members 
Entering Unmasked Estep 
Score: -4287688.000000 Penalty: 3104.140625
	Iteration 26Q: 3 clusters Score -4287688 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 33225 members 
Entering Unmasked Estep 
Score: -4287702.000000 Penalty: 3104.140625
	Iteration 27Q: 3 clusters Score -4287702 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 33227 members 
Entering Unmasked Estep 
Score: -4287707.500000 Penalty: 3104.140625
	Iteration 28Q: 3 clusters Score -4287708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 33230 members 
Entering Unmasked Estep 
Score: -4287717.500000 Penalty: 3104.140625
	Iteration 29Q: 3 clusters Score -4287718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 33234 members 
Entering Unmasked Estep 
Score: -4287714.500000 Penalty: 3104.140625
	Iteration 30Q: 3 clusters Score -4287714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 33239 members 
Entering Unmasked Estep 
Score: -4287721.500000 Penalty: 3104.140625
	Iteration 31Q: 3 clusters Score -4287722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 33247 members 
Entering Unmasked Estep 
Score: -4287727.500000 Penalty: 3104.140625
	Iteration 32Q: 3 clusters Score -4287728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 33247 members 
Entering Unmasked Estep 
Score: -4287734.500000 Penalty: 3104.140625
	Iteration 33Q: 3 clusters Score -4287734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 33252 members 
Entering Unmasked Estep 
Score: -4287738.500000 Penalty: 3104.140625
	Iteration 34Q: 3 clusters Score -4287738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 33254 members 
Entering Unmasked Estep 
Score: -4287744.500000 Penalty: 3104.140625
	Iteration 35Q: 3 clusters Score -4287744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 33260 members 
Entering Unmasked Estep 
Score: -4287747.000000 Penalty: 3104.140625
	Iteration 36Q: 3 clusters Score -4287747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 33261 members 
Entering Unmasked Estep 
Score: -4287746.500000 Penalty: 3104.140625
	Iteration 37Q: 3 clusters Score -4287746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 33263 members 
Entering Unmasked Estep 
Score: -4287748.500000 Penalty: 3104.140625
	Iteration 38Q: 3 clusters Score -4287748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 33265 members 
Entering Unmasked Estep 
Score: -4287747.500000 Penalty: 3104.140625
	Iteration 39Q: 3 clusters Score -4287748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 33267 members 
Entering Unmasked Estep 
Score: -4287747.000000 Penalty: 3104.140625
	Iteration 40F: 3 clusters Score -4287747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 33269 members 
Entering Unmasked Estep 
Score: -4287748.000000 Penalty: 3104.140625
	Iteration 41Q: 3 clusters Score -4287748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 33272 members 
Entering Unmasked Estep 
Score: -4287747.000000 Penalty: 3104.140625
	Iteration 42Q: 3 clusters Score -4287747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 33274 members 
Entering Unmasked Estep 
Score: -4287750.000000 Penalty: 3104.140625
	Iteration 43Q: 3 clusters Score -4287750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 33278 members 
Entering Unmasked Estep 
Score: -4287756.500000 Penalty: 3104.140625
	Iteration 44Q: 3 clusters Score -4287756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 33280 members 
Entering Unmasked Estep 
Score: -4287756.000000 Penalty: 3104.140625
	Iteration 45Q: 3 clusters Score -4287756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 33284 members 
Entering Unmasked Estep 
Score: -4287757.500000 Penalty: 3104.140625
	Iteration 46Q: 3 clusters Score -4287758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 33288 members 
Entering Unmasked Estep 
Score: -4287759.500000 Penalty: 3104.140625
	Iteration 47Q: 3 clusters Score -4287760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 33289 members 
Entering Unmasked Estep 
Score: -4287763.500000 Penalty: 3104.140625
	Iteration 48Q: 3 clusters Score -4287764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 33291 members 
Entering Unmasked Estep 
Score: -4287767.000000 Penalty: 3104.140625
	Iteration 49Q: 3 clusters Score -4287767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 33292 members 
Entering Unmasked Estep 
Score: -4287763.000000 Penalty: 3104.140625
	Iteration 50Q: 3 clusters Score -4287763 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 33292 members 
Entering Unmasked Estep 
Score: -4287763.000000 Penalty: 3104.140625
	Iteration 51F: 3 clusters Score -4287763 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Entering Unmasked Estep 
Score: -1354737.625000 Penalty: 1386.602661
	Iteration 0F: 2 clusters Score -1354738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1347228.500000 Penalty: 2773.205322
	Iteration 0F: 3 clusters Score -1347228 nChanged 4689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1349742.125000 Penalty: 2773.205322
	Iteration 1F: 3 clusters Score -1349742 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1350094.000000 Penalty: 2773.205322
	Iteration 2F: 3 clusters Score -1350094 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1350378.750000 Penalty: 2773.205322
	Iteration 3F: 3 clusters Score -1350379 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1350575.750000 Penalty: 2773.205322
	Iteration 4Q: 3 clusters Score -1350576 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1350727.125000 Penalty: 2773.205322
	Iteration 5Q: 3 clusters Score -1350727 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1350869.375000 Penalty: 2773.205322
	Iteration 6Q: 3 clusters Score -1350869 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1351004.125000 Penalty: 2773.205322
	Iteration 7Q: 3 clusters Score -1351004 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1351131.375000 Penalty: 2773.205322
	Iteration 8Q: 3 clusters Score -1351131 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1351273.375000 Penalty: 2773.205322
	Iteration 9Q: 3 clusters Score -1351273 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1351407.500000 Penalty: 2773.205322
	Iteration 10Q: 3 clusters Score -1351408 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1351533.500000 Penalty: 2773.205322
	Iteration 11Q: 3 clusters Score -1351534 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1351682.500000 Penalty: 2773.205322
	Iteration 12Q: 3 clusters Score -1351682 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1351836.875000 Penalty: 2773.205322
	Iteration 13Q: 3 clusters Score -1351837 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1352013.750000 Penalty: 2773.205322
	Iteration 14Q: 3 clusters Score -1352014 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1352189.500000 Penalty: 2773.205322
	Iteration 15Q: 3 clusters Score -1352190 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1352369.375000 Penalty: 2773.205322
	Iteration 16Q: 3 clusters Score -1352369 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1352537.625000 Penalty: 2773.205322
	Iteration 17Q: 3 clusters Score -1352538 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1352657.750000 Penalty: 2773.205322
	Iteration 18Q: 3 clusters Score -1352658 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1352753.000000 Penalty: 2773.205322
	Iteration 19Q: 3 clusters Score -1352753 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1352825.250000 Penalty: 2773.205322
	Iteration 20F: 3 clusters Score -1352825 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1352884.000000 Penalty: 2773.205322
	Iteration 21Q: 3 clusters Score -1352884 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1352945.000000 Penalty: 2773.205322
	Iteration 22Q: 3 clusters Score -1352945 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1352988.625000 Penalty: 2773.205322
	Iteration 23Q: 3 clusters Score -1352989 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1353057.250000 Penalty: 2773.205322
	Iteration 24Q: 3 clusters Score -1353057 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1353110.375000 Penalty: 2773.205322
	Iteration 25Q: 3 clusters Score -1353110 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1353156.625000 Penalty: 2773.205322
	Iteration 26Q: 3 clusters Score -1353157 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1353206.750000 Penalty: 2773.205322
	Iteration 27Q: 3 clusters Score -1353207 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1353250.125000 Penalty: 2773.205322
	Iteration 28Q: 3 clusters Score -1353250 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1353288.375000 Penalty: 2773.205322
	Iteration 29Q: 3 clusters Score -1353288 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1353328.125000 Penalty: 2773.205322
	Iteration 30Q: 3 clusters Score -1353328 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1353370.875000 Penalty: 2773.205322
	Iteration 31Q: 3 clusters Score -1353371 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1353422.625000 Penalty: 2773.205322
	Iteration 32Q: 3 clusters Score -1353423 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1353453.500000 Penalty: 2773.205322
	Iteration 33Q: 3 clusters Score -1353454 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1353480.750000 Penalty: 2773.205322
	Iteration 34Q: 3 clusters Score -1353481 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1353499.750000 Penalty: 2773.205322
	Iteration 35Q: 3 clusters Score -1353500 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1353509.250000 Penalty: 2773.205322
	Iteration 36Q: 3 clusters Score -1353509 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1353520.000000 Penalty: 2773.205322
	Iteration 37Q: 3 clusters Score -1353520 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1353527.500000 Penalty: 2773.205322
	Iteration 38Q: 3 clusters Score -1353528 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1353536.500000 Penalty: 2773.205322
	Iteration 39Q: 3 clusters Score -1353536 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1353548.250000 Penalty: 2773.205322
	Iteration 40F: 3 clusters Score -1353548 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1353549.125000 Penalty: 2773.205322
	Iteration 41Q: 3 clusters Score -1353549 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1353552.375000 Penalty: 2773.205322
	Iteration 42Q: 3 clusters Score -1353552 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1353553.625000 Penalty: 2773.205322
	Iteration 43Q: 3 clusters Score -1353554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1353556.000000 Penalty: 2773.205322
	Iteration 44Q: 3 clusters Score -1353556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1353555.250000 Penalty: 2773.205322
	Iteration 45Q: 3 clusters Score -1353555 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1353555.750000 Penalty: 2773.205322
	Iteration 46Q: 3 clusters Score -1353556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1353558.375000 Penalty: 2773.205322
	Iteration 47Q: 3 clusters Score -1353558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1353560.875000 Penalty: 2773.205322
	Iteration 48Q: 3 clusters Score -1353561 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1353563.250000 Penalty: 2773.205322
	Iteration 49Q: 3 clusters Score -1353563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1353563.250000 Penalty: 2773.205322
	Iteration 50Q: 3 clusters Score -1353563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1353562.000000 Penalty: 2773.205322
	Iteration 51Q: 3 clusters Score -1353562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1353564.625000 Penalty: 2773.205322
	Iteration 52Q: 3 clusters Score -1353565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1353568.375000 Penalty: 2773.205322
	Iteration 53Q: 3 clusters Score -1353568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1353569.625000 Penalty: 2773.205322
	Iteration 54Q: 3 clusters Score -1353570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1353569.500000 Penalty: 2773.205322
	Iteration 55Q: 3 clusters Score -1353570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1353568.500000 Penalty: 2773.205322
	Iteration 56Q: 3 clusters Score -1353568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1353568.375000 Penalty: 2773.205322
	Iteration 57Q: 3 clusters Score -1353568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1353569.625000 Penalty: 2773.205322
	Iteration 58Q: 3 clusters Score -1353570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1353570.375000 Penalty: 2773.205322
	Iteration 59Q: 3 clusters Score -1353570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1353571.250000 Penalty: 2773.205322
	Iteration 60F: 3 clusters Score -1353571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1353573.500000 Penalty: 2773.205322
	Iteration 61Q: 3 clusters Score -1353574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1353573.500000 Penalty: 2773.205322
	Iteration 62F: 3 clusters Score -1353574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (26333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26333 members 
Entering Unmasked Estep 
Score: -3292740.250000 Penalty: 1514.572510
	Iteration 0F: 2 clusters Score -3292740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -3275616.500000 Penalty: 3029.145020
	Iteration 0F: 3 clusters Score -3275616 nChanged 11773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -3282006.250000 Penalty: 3029.145020
	Iteration 1F: 3 clusters Score -3282006 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -3282501.250000 Penalty: 3029.145020
	Iteration 2F: 3 clusters Score -3282501 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -3282917.250000 Penalty: 3029.145020
	Iteration 3Q: 3 clusters Score -3282917 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -3283340.000000 Penalty: 3029.145020
	Iteration 4Q: 3 clusters Score -3283340 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -3283776.250000 Penalty: 3029.145020
	Iteration 5Q: 3 clusters Score -3283776 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -3284303.250000 Penalty: 3029.145020
	Iteration 6Q: 3 clusters Score -3284303 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -3284945.250000 Penalty: 3029.145020
	Iteration 7Q: 3 clusters Score -3284945 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -3285640.750000 Penalty: 3029.145020
	Iteration 8Q: 3 clusters Score -3285641 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -3286441.750000 Penalty: 3029.145020
	Iteration 9Q: 3 clusters Score -3286442 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -3287335.500000 Penalty: 3029.145020
	Iteration 10Q: 3 clusters Score -3287336 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -3288321.500000 Penalty: 3029.145020
	Iteration 11Q: 3 clusters Score -3288322 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -3289348.250000 Penalty: 3029.145020
	Iteration 12Q: 3 clusters Score -3289348 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -3290108.250000 Penalty: 3029.145020
	Iteration 13Q: 3 clusters Score -3290108 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -3290427.500000 Penalty: 3029.145020
	Iteration 14Q: 3 clusters Score -3290428 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -3290556.000000 Penalty: 3029.145020
	Iteration 15Q: 3 clusters Score -3290556 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -3290640.250000 Penalty: 3029.145020
	Iteration 16Q: 3 clusters Score -3290640 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21331 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -3290692.750000 Penalty: 3029.145020
	Iteration 17Q: 3 clusters Score -3290693 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -3290721.250000 Penalty: 3029.145020
	Iteration 18Q: 3 clusters Score -3290721 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -3290731.500000 Penalty: 3029.145020
	Iteration 19Q: 3 clusters Score -3290732 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -3290757.250000 Penalty: 3029.145020
	Iteration 20F: 3 clusters Score -3290757 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -3290773.000000 Penalty: 3029.145020
	Iteration 21Q: 3 clusters Score -3290773 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -3290783.750000 Penalty: 3029.145020
	Iteration 22Q: 3 clusters Score -3290784 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21534 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -3290778.750000 Penalty: 3029.145020
	Iteration 23Q: 3 clusters Score -3290779 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -3290780.500000 Penalty: 3029.145020
	Iteration 24Q: 3 clusters Score -3290780 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -3290785.750000 Penalty: 3029.145020
	Iteration 25Q: 3 clusters Score -3290786 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -3290789.750000 Penalty: 3029.145020
	Iteration 26Q: 3 clusters Score -3290790 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21635 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -3290795.000000 Penalty: 3029.145020
	Iteration 27Q: 3 clusters Score -3290795 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21656 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -3290801.500000 Penalty: 3029.145020
	Iteration 28Q: 3 clusters Score -3290802 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -3290810.000000 Penalty: 3029.145020
	Iteration 29Q: 3 clusters Score -3290810 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21685 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -3290816.500000 Penalty: 3029.145020
	Iteration 30Q: 3 clusters Score -3290816 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21704 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -3290813.250000 Penalty: 3029.145020
	Iteration 31Q: 3 clusters Score -3290813 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -3290819.750000 Penalty: 3029.145020
	Iteration 32Q: 3 clusters Score -3290820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -3290817.250000 Penalty: 3029.145020
	Iteration 33Q: 3 clusters Score -3290817 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -3290819.250000 Penalty: 3029.145020
	Iteration 34Q: 3 clusters Score -3290819 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -3290816.500000 Penalty: 3029.145020
	Iteration 35Q: 3 clusters Score -3290816 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -3290810.750000 Penalty: 3029.145020
	Iteration 36Q: 3 clusters Score -3290811 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -3290813.750000 Penalty: 3029.145020
	Iteration 37Q: 3 clusters Score -3290814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -3290821.000000 Penalty: 3029.145020
	Iteration 38Q: 3 clusters Score -3290821 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -3290818.250000 Penalty: 3029.145020
	Iteration 39Q: 3 clusters Score -3290818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -3290820.750000 Penalty: 3029.145020
	Iteration 40F: 3 clusters Score -3290821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -3290818.250000 Penalty: 3029.145020
	Iteration 41Q: 3 clusters Score -3290818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -3290818.250000 Penalty: 3029.145020
	Iteration 42Q: 3 clusters Score -3290818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -3290818.250000 Penalty: 3029.145020
	Iteration 43Q: 3 clusters Score -3290818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21762 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -3290821.750000 Penalty: 3029.145020
	Iteration 44Q: 3 clusters Score -3290822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21762 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -3290821.000000 Penalty: 3029.145020
	Iteration 45Q: 3 clusters Score -3290821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21762 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -3290821.000000 Penalty: 3029.145020
	Iteration 46Q: 3 clusters Score -3290821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -3290821.250000 Penalty: 3029.145020
	Iteration 47Q: 3 clusters Score -3290821 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -3290821.250000 Penalty: 3029.145020
	Iteration 48F: 3 clusters Score -3290821 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Entering Unmasked Estep 
Score: -289960.375000 Penalty: 1160.298096
	Iteration 0F: 2 clusters Score -289960.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -287807.406250 Penalty: 2320.596191
	Iteration 0F: 3 clusters Score -287807.4 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -288372.656250 Penalty: 2320.596191
	Iteration 1F: 3 clusters Score -288372.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -288522.062500 Penalty: 2320.596191
	Iteration 2F: 3 clusters Score -288522.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -288593.562500 Penalty: 2320.596191
	Iteration 3Q: 3 clusters Score -288593.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -288633.187500 Penalty: 2320.596191
	Iteration 4Q: 3 clusters Score -288633.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -288652.531250 Penalty: 2320.596191
	Iteration 5Q: 3 clusters Score -288652.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -288670.062500 Penalty: 2320.596191
	Iteration 6Q: 3 clusters Score -288670.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -288680.656250 Penalty: 2320.596191
	Iteration 7Q: 3 clusters Score -288680.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -288686.156250 Penalty: 2320.596191
	Iteration 8Q: 3 clusters Score -288686.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -288691.843750 Penalty: 2320.596191
	Iteration 9Q: 3 clusters Score -288691.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -288695.937500 Penalty: 2320.596191
	Iteration 10Q: 3 clusters Score -288695.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -288698.875000 Penalty: 2320.596191
	Iteration 11Q: 3 clusters Score -288698.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -288702.875000 Penalty: 2320.596191
	Iteration 12Q: 3 clusters Score -288702.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -288706.062500 Penalty: 2320.596191
	Iteration 13Q: 3 clusters Score -288706.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -288707.843750 Penalty: 2320.596191
	Iteration 14Q: 3 clusters Score -288707.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -288709.937500 Penalty: 2320.596191
	Iteration 15Q: 3 clusters Score -288709.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -288711.593750 Penalty: 2320.596191
	Iteration 16Q: 3 clusters Score -288711.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -288713.187500 Penalty: 2320.596191
	Iteration 17Q: 3 clusters Score -288713.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -288714.937500 Penalty: 2320.596191
	Iteration 18Q: 3 clusters Score -288714.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -288716.250000 Penalty: 2320.596191
	Iteration 19Q: 3 clusters Score -288716.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -288719.781250 Penalty: 2320.596191
	Iteration 20F: 3 clusters Score -288719.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -288721.156250 Penalty: 2320.596191
	Iteration 21Q: 3 clusters Score -288721.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -288722.406250 Penalty: 2320.596191
	Iteration 22Q: 3 clusters Score -288722.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -288723.000000 Penalty: 2320.596191
	Iteration 23Q: 3 clusters Score -288723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -288722.812500 Penalty: 2320.596191
	Iteration 24Q: 3 clusters Score -288722.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -288722.812500 Penalty: 2320.596191
	Iteration 25F: 3 clusters Score -288722.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (25568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25568 members 
Entering Unmasked Estep 
Score: -2988456.750000 Penalty: 1510.185547
	Iteration 0F: 2 clusters Score -2988457 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -2971786.500000 Penalty: 3020.371094
	Iteration 0F: 3 clusters Score -2971786 nChanged 11370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -2977763.250000 Penalty: 3020.371094
	Iteration 1F: 3 clusters Score -2977763 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -2978169.250000 Penalty: 3020.371094
	Iteration 2Q: 3 clusters Score -2978169 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -2978525.000000 Penalty: 3020.371094
	Iteration 3Q: 3 clusters Score -2978525 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -2978873.000000 Penalty: 3020.371094
	Iteration 4Q: 3 clusters Score -2978873 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -2979167.500000 Penalty: 3020.371094
	Iteration 5Q: 3 clusters Score -2979168 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -2979472.500000 Penalty: 3020.371094
	Iteration 6Q: 3 clusters Score -2979472 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -2979813.750000 Penalty: 3020.371094
	Iteration 7Q: 3 clusters Score -2979814 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -2980182.750000 Penalty: 3020.371094
	Iteration 8Q: 3 clusters Score -2980183 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -2980598.250000 Penalty: 3020.371094
	Iteration 9Q: 3 clusters Score -2980598 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -2981075.000000 Penalty: 3020.371094
	Iteration 10Q: 3 clusters Score -2981075 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -2981574.500000 Penalty: 3020.371094
	Iteration 11Q: 3 clusters Score -2981574 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -2982106.750000 Penalty: 3020.371094
	Iteration 12Q: 3 clusters Score -2982107 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -2982641.000000 Penalty: 3020.371094
	Iteration 13Q: 3 clusters Score -2982641 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -2983188.000000 Penalty: 3020.371094
	Iteration 14Q: 3 clusters Score -2983188 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -2983705.500000 Penalty: 3020.371094
	Iteration 15Q: 3 clusters Score -2983706 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -2984175.500000 Penalty: 3020.371094
	Iteration 16Q: 3 clusters Score -2984176 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19897 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -2984645.250000 Penalty: 3020.371094
	Iteration 17Q: 3 clusters Score -2984645 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20715 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -2985071.250000 Penalty: 3020.371094
	Iteration 18Q: 3 clusters Score -2985071 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21475 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -2985481.250000 Penalty: 3020.371094
	Iteration 19Q: 3 clusters Score -2985481 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -2985835.500000 Penalty: 3020.371094
	Iteration 20F: 3 clusters Score -2985836 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22694 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -2986096.000000 Penalty: 3020.371094
	Iteration 21Q: 3 clusters Score -2986096 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -2986309.000000 Penalty: 3020.371094
	Iteration 22Q: 3 clusters Score -2986309 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23486 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -2986509.500000 Penalty: 3020.371094
	Iteration 23Q: 3 clusters Score -2986510 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23794 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -2986682.500000 Penalty: 3020.371094
	Iteration 24Q: 3 clusters Score -2986682 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24049 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2986819.000000 Penalty: 3020.371094
	Iteration 25Q: 3 clusters Score -2986819 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24261 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2986925.500000 Penalty: 3020.371094
	Iteration 26Q: 3 clusters Score -2986926 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24418 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2987019.500000 Penalty: 3020.371094
	Iteration 27Q: 3 clusters Score -2987020 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24551 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2987091.250000 Penalty: 3020.371094
	Iteration 28Q: 3 clusters Score -2987091 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24655 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2987162.500000 Penalty: 3020.371094
	Iteration 29Q: 3 clusters Score -2987162 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24736 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2987225.750000 Penalty: 3020.371094
	Iteration 30Q: 3 clusters Score -2987226 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24787 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2987259.500000 Penalty: 3020.371094
	Iteration 31Q: 3 clusters Score -2987260 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24819 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2987281.500000 Penalty: 3020.371094
	Iteration 32Q: 3 clusters Score -2987282 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24841 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2987291.750000 Penalty: 3020.371094
	Iteration 33Q: 3 clusters Score -2987292 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24853 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2987301.250000 Penalty: 3020.371094
	Iteration 34Q: 3 clusters Score -2987301 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24866 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2987315.000000 Penalty: 3020.371094
	Iteration 35Q: 3 clusters Score -2987315 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24873 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2987316.500000 Penalty: 3020.371094
	Iteration 36Q: 3 clusters Score -2987316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24882 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2987322.500000 Penalty: 3020.371094
	Iteration 37Q: 3 clusters Score -2987322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24890 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2987321.750000 Penalty: 3020.371094
	Iteration 38Q: 3 clusters Score -2987322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24893 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2987324.000000 Penalty: 3020.371094
	Iteration 39Q: 3 clusters Score -2987324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24896 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2987327.750000 Penalty: 3020.371094
	Iteration 40F: 3 clusters Score -2987328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24898 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -2987326.750000 Penalty: 3020.371094
	Iteration 41Q: 3 clusters Score -2987327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24900 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2987330.250000 Penalty: 3020.371094
	Iteration 42Q: 3 clusters Score -2987330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24901 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2987328.000000 Penalty: 3020.371094
	Iteration 43Q: 3 clusters Score -2987328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24904 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2987329.750000 Penalty: 3020.371094
	Iteration 44Q: 3 clusters Score -2987330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2987334.000000 Penalty: 3020.371094
	Iteration 45Q: 3 clusters Score -2987334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24916 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2987335.250000 Penalty: 3020.371094
	Iteration 46Q: 3 clusters Score -2987335 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2987341.000000 Penalty: 3020.371094
	Iteration 47Q: 3 clusters Score -2987341 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24932 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2987343.750000 Penalty: 3020.371094
	Iteration 48Q: 3 clusters Score -2987344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24935 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2987342.750000 Penalty: 3020.371094
	Iteration 49Q: 3 clusters Score -2987343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24939 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2987341.000000 Penalty: 3020.371094
	Iteration 50Q: 3 clusters Score -2987341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24941 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2987344.500000 Penalty: 3020.371094
	Iteration 51Q: 3 clusters Score -2987344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24942 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2987348.750000 Penalty: 3020.371094
	Iteration 52Q: 3 clusters Score -2987349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24943 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2987350.750000 Penalty: 3020.371094
	Iteration 53Q: 3 clusters Score -2987351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24944 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2987349.000000 Penalty: 3020.371094
	Iteration 54Q: 3 clusters Score -2987349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24945 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2987351.500000 Penalty: 3020.371094
	Iteration 55Q: 3 clusters Score -2987352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24947 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2987352.750000 Penalty: 3020.371094
	Iteration 56Q: 3 clusters Score -2987353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24946 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2987353.750000 Penalty: 3020.371094
	Iteration 57Q: 3 clusters Score -2987354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24947 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2987355.250000 Penalty: 3020.371094
	Iteration 58Q: 3 clusters Score -2987355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24948 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2987355.500000 Penalty: 3020.371094
	Iteration 59Q: 3 clusters Score -2987356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24949 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2987355.000000 Penalty: 3020.371094
	Iteration 60F: 3 clusters Score -2987355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24949 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2987352.750000 Penalty: 3020.371094
	Iteration 61Q: 3 clusters Score -2987353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24949 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2987355.250000 Penalty: 3020.371094
	Iteration 62Q: 3 clusters Score -2987355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24947 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2987356.000000 Penalty: 3020.371094
	Iteration 63Q: 3 clusters Score -2987356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24947 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2987356.000000 Penalty: 3020.371094
	Iteration 64F: 3 clusters Score -2987356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Entering Unmasked Estep 
Score: -180813.250000 Penalty: 1093.278198
	Iteration 0F: 2 clusters Score -180813.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -179216.703125 Penalty: 2186.556396
	Iteration 0F: 3 clusters Score -179216.7 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -179567.390625 Penalty: 2186.556396
	Iteration 1F: 3 clusters Score -179567.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -179662.578125 Penalty: 2186.556396
	Iteration 2F: 3 clusters Score -179662.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -179719.859375 Penalty: 2186.556396
	Iteration 3Q: 3 clusters Score -179719.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -179749.093750 Penalty: 2186.556396
	Iteration 4Q: 3 clusters Score -179749.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -179774.062500 Penalty: 2186.556396
	Iteration 5Q: 3 clusters Score -179774.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -179784.671875 Penalty: 2186.556396
	Iteration 6Q: 3 clusters Score -179784.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -179792.796875 Penalty: 2186.556396
	Iteration 7Q: 3 clusters Score -179792.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -179797.781250 Penalty: 2186.556396
	Iteration 8Q: 3 clusters Score -179797.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -179800.296875 Penalty: 2186.556396
	Iteration 9Q: 3 clusters Score -179800.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -179807.140625 Penalty: 2186.556396
	Iteration 10Q: 3 clusters Score -179807.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -179812.296875 Penalty: 2186.556396
	Iteration 11Q: 3 clusters Score -179812.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -179815.125000 Penalty: 2186.556396
	Iteration 12Q: 3 clusters Score -179815.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -179816.875000 Penalty: 2186.556396
	Iteration 13Q: 3 clusters Score -179816.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -179818.640625 Penalty: 2186.556396
	Iteration 14Q: 3 clusters Score -179818.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -179822.031250 Penalty: 2186.556396
	Iteration 15Q: 3 clusters Score -179822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -179823.703125 Penalty: 2186.556396
	Iteration 16Q: 3 clusters Score -179823.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -179828.921875 Penalty: 2186.556396
	Iteration 17Q: 3 clusters Score -179828.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -179834.796875 Penalty: 2186.556396
	Iteration 18Q: 3 clusters Score -179834.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -179838.750000 Penalty: 2186.556396
	Iteration 19Q: 3 clusters Score -179838.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -179843.500000 Penalty: 2186.556396
	Iteration 20F: 3 clusters Score -179843.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -179849.656250 Penalty: 2186.556396
	Iteration 21Q: 3 clusters Score -179849.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -179852.703125 Penalty: 2186.556396
	Iteration 22Q: 3 clusters Score -179852.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -179855.156250 Penalty: 2186.556396
	Iteration 23Q: 3 clusters Score -179855.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -179857.187500 Penalty: 2186.556396
	Iteration 24Q: 3 clusters Score -179857.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -179859.078125 Penalty: 2186.556396
	Iteration 25Q: 3 clusters Score -179859.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -179860.484375 Penalty: 2186.556396
	Iteration 26Q: 3 clusters Score -179860.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -179860.484375 Penalty: 2186.556396
	Iteration 27F: 3 clusters Score -179860.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Entering Unmasked Estep 
Score: -592911.187500 Penalty: 1256.943359
	Iteration 0F: 2 clusters Score -592911.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -589466.500000 Penalty: 2513.886719
	Iteration 0F: 3 clusters Score -589466.5 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -590456.437500 Penalty: 2513.886719
	Iteration 1F: 3 clusters Score -590456.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -590630.625000 Penalty: 2513.886719
	Iteration 2F: 3 clusters Score -590630.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -590736.250000 Penalty: 2513.886719
	Iteration 3Q: 3 clusters Score -590736.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -590805.937500 Penalty: 2513.886719
	Iteration 4Q: 3 clusters Score -590805.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -590863.187500 Penalty: 2513.886719
	Iteration 5Q: 3 clusters Score -590863.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -590901.375000 Penalty: 2513.886719
	Iteration 6Q: 3 clusters Score -590901.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -590923.625000 Penalty: 2513.886719
	Iteration 7Q: 3 clusters Score -590923.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -590943.125000 Penalty: 2513.886719
	Iteration 8Q: 3 clusters Score -590943.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -590957.187500 Penalty: 2513.886719
	Iteration 9Q: 3 clusters Score -590957.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -590968.250000 Penalty: 2513.886719
	Iteration 10Q: 3 clusters Score -590968.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -590977.437500 Penalty: 2513.886719
	Iteration 11Q: 3 clusters Score -590977.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -590985.812500 Penalty: 2513.886719
	Iteration 12Q: 3 clusters Score -590985.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -590993.562500 Penalty: 2513.886719
	Iteration 13Q: 3 clusters Score -590993.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -590999.937500 Penalty: 2513.886719
	Iteration 14Q: 3 clusters Score -590999.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -591004.312500 Penalty: 2513.886719
	Iteration 15Q: 3 clusters Score -591004.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -591010.187500 Penalty: 2513.886719
	Iteration 16Q: 3 clusters Score -591010.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -591013.875000 Penalty: 2513.886719
	Iteration 17Q: 3 clusters Score -591013.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -591021.062500 Penalty: 2513.886719
	Iteration 18Q: 3 clusters Score -591021.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -591024.500000 Penalty: 2513.886719
	Iteration 19Q: 3 clusters Score -591024.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -591026.625000 Penalty: 2513.886719
	Iteration 20F: 3 clusters Score -591026.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -591028.000000 Penalty: 2513.886719
	Iteration 21Q: 3 clusters Score -591028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -591031.312500 Penalty: 2513.886719
	Iteration 22Q: 3 clusters Score -591031.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -591032.125000 Penalty: 2513.886719
	Iteration 23Q: 3 clusters Score -591032.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -591034.375000 Penalty: 2513.886719
	Iteration 24Q: 3 clusters Score -591034.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -591035.187500 Penalty: 2513.886719
	Iteration 25Q: 3 clusters Score -591035.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -591038.500000 Penalty: 2513.886719
	Iteration 26Q: 3 clusters Score -591038.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -591040.000000 Penalty: 2513.886719
	Iteration 27Q: 3 clusters Score -591040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -591042.375000 Penalty: 2513.886719
	Iteration 28Q: 3 clusters Score -591042.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -591043.437500 Penalty: 2513.886719
	Iteration 29Q: 3 clusters Score -591043.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -591045.687500 Penalty: 2513.886719
	Iteration 30Q: 3 clusters Score -591045.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -591049.250000 Penalty: 2513.886719
	Iteration 31Q: 3 clusters Score -591049.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -591050.750000 Penalty: 2513.886719
	Iteration 32Q: 3 clusters Score -591050.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -591050.875000 Penalty: 2513.886719
	Iteration 33Q: 3 clusters Score -591050.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -591053.562500 Penalty: 2513.886719
	Iteration 34Q: 3 clusters Score -591053.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -591053.500000 Penalty: 2513.886719
	Iteration 35Q: 3 clusters Score -591053.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -591054.062500 Penalty: 2513.886719
	Iteration 36Q: 3 clusters Score -591054.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -591055.125000 Penalty: 2513.886719
	Iteration 37Q: 3 clusters Score -591055.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -591055.875000 Penalty: 2513.886719
	Iteration 38Q: 3 clusters Score -591055.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -591056.250000 Penalty: 2513.886719
	Iteration 39Q: 3 clusters Score -591056.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -591057.000000 Penalty: 2513.886719
	Iteration 40F: 3 clusters Score -591057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -591057.562500 Penalty: 2513.886719
	Iteration 41Q: 3 clusters Score -591057.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -591058.937500 Penalty: 2513.886719
	Iteration 42Q: 3 clusters Score -591058.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -591060.312500 Penalty: 2513.886719
	Iteration 43Q: 3 clusters Score -591060.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -591061.875000 Penalty: 2513.886719
	Iteration 44Q: 3 clusters Score -591061.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -591063.000000 Penalty: 2513.886719
	Iteration 45Q: 3 clusters Score -591063 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -591067.687500 Penalty: 2513.886719
	Iteration 46Q: 3 clusters Score -591067.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -591070.937500 Penalty: 2513.886719
	Iteration 47Q: 3 clusters Score -591070.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -591071.937500 Penalty: 2513.886719
	Iteration 48Q: 3 clusters Score -591071.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -591075.437500 Penalty: 2513.886719
	Iteration 49Q: 3 clusters Score -591075.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -591079.375000 Penalty: 2513.886719
	Iteration 50Q: 3 clusters Score -591079.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -591083.125000 Penalty: 2513.886719
	Iteration 51Q: 3 clusters Score -591083.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -591088.375000 Penalty: 2513.886719
	Iteration 52Q: 3 clusters Score -591088.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -591090.750000 Penalty: 2513.886719
	Iteration 53Q: 3 clusters Score -591090.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -591094.812500 Penalty: 2513.886719
	Iteration 54Q: 3 clusters Score -591094.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -591100.437500 Penalty: 2513.886719
	Iteration 55Q: 3 clusters Score -591100.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -591103.750000 Penalty: 2513.886719
	Iteration 56Q: 3 clusters Score -591103.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -591109.625000 Penalty: 2513.886719
	Iteration 57Q: 3 clusters Score -591109.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -591112.250000 Penalty: 2513.886719
	Iteration 58Q: 3 clusters Score -591112.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -591115.625000 Penalty: 2513.886719
	Iteration 59Q: 3 clusters Score -591115.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -591118.500000 Penalty: 2513.886719
	Iteration 60F: 3 clusters Score -591118.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -591122.250000 Penalty: 2513.886719
	Iteration 61Q: 3 clusters Score -591122.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -591125.625000 Penalty: 2513.886719
	Iteration 62Q: 3 clusters Score -591125.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -591128.750000 Penalty: 2513.886719
	Iteration 63Q: 3 clusters Score -591128.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -591132.875000 Penalty: 2513.886719
	Iteration 64Q: 3 clusters Score -591132.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -591134.312500 Penalty: 2513.886719
	Iteration 65Q: 3 clusters Score -591134.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -591138.937500 Penalty: 2513.886719
	Iteration 66Q: 3 clusters Score -591138.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -591143.625000 Penalty: 2513.886719
	Iteration 67Q: 3 clusters Score -591143.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -591146.687500 Penalty: 2513.886719
	Iteration 68Q: 3 clusters Score -591146.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -591151.875000 Penalty: 2513.886719
	Iteration 69Q: 3 clusters Score -591151.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -591157.375000 Penalty: 2513.886719
	Iteration 70Q: 3 clusters Score -591157.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -591163.500000 Penalty: 2513.886719
	Iteration 71Q: 3 clusters Score -591163.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -591169.812500 Penalty: 2513.886719
	Iteration 72Q: 3 clusters Score -591169.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -591179.000000 Penalty: 2513.886719
	Iteration 73Q: 3 clusters Score -591179 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -591186.750000 Penalty: 2513.886719
	Iteration 74Q: 3 clusters Score -591186.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -591196.937500 Penalty: 2513.886719
	Iteration 75Q: 3 clusters Score -591196.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -591212.625000 Penalty: 2513.886719
	Iteration 76Q: 3 clusters Score -591212.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -591228.125000 Penalty: 2513.886719
	Iteration 77Q: 3 clusters Score -591228.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -591243.375000 Penalty: 2513.886719
	Iteration 78Q: 3 clusters Score -591243.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -591259.750000 Penalty: 2513.886719
	Iteration 79Q: 3 clusters Score -591259.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -591280.000000 Penalty: 2513.886719
	Iteration 80F: 3 clusters Score -591280 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -591298.562500 Penalty: 2513.886719
	Iteration 81Q: 3 clusters Score -591298.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -591318.312500 Penalty: 2513.886719
	Iteration 82Q: 3 clusters Score -591318.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -591339.187500 Penalty: 2513.886719
	Iteration 83Q: 3 clusters Score -591339.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -591359.437500 Penalty: 2513.886719
	Iteration 84Q: 3 clusters Score -591359.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -591382.375000 Penalty: 2513.886719
	Iteration 85Q: 3 clusters Score -591382.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -591408.437500 Penalty: 2513.886719
	Iteration 86Q: 3 clusters Score -591408.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -591438.625000 Penalty: 2513.886719
	Iteration 87Q: 3 clusters Score -591438.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -591458.937500 Penalty: 2513.886719
	Iteration 88Q: 3 clusters Score -591458.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -591478.812500 Penalty: 2513.886719
	Iteration 89Q: 3 clusters Score -591478.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -591503.312500 Penalty: 2513.886719
	Iteration 90Q: 3 clusters Score -591503.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -591526.687500 Penalty: 2513.886719
	Iteration 91Q: 3 clusters Score -591526.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -591548.812500 Penalty: 2513.886719
	Iteration 92Q: 3 clusters Score -591548.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -591570.562500 Penalty: 2513.886719
	Iteration 93Q: 3 clusters Score -591570.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -591590.125000 Penalty: 2513.886719
	Iteration 94Q: 3 clusters Score -591590.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -591607.062500 Penalty: 2513.886719
	Iteration 95Q: 3 clusters Score -591607.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -591623.187500 Penalty: 2513.886719
	Iteration 96Q: 3 clusters Score -591623.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -591635.875000 Penalty: 2513.886719
	Iteration 97Q: 3 clusters Score -591635.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -591648.562500 Penalty: 2513.886719
	Iteration 98Q: 3 clusters Score -591648.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -591662.000000 Penalty: 2513.886719
	Iteration 99Q: 3 clusters Score -591662 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -591668.687500 Penalty: 2513.886719
	Iteration 100F: 3 clusters Score -591668.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -591678.125000 Penalty: 2513.886719
	Iteration 101Q: 3 clusters Score -591678.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -591691.312500 Penalty: 2513.886719
	Iteration 102Q: 3 clusters Score -591691.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -591709.250000 Penalty: 2513.886719
	Iteration 103Q: 3 clusters Score -591709.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -591727.187500 Penalty: 2513.886719
	Iteration 104Q: 3 clusters Score -591727.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -591740.687500 Penalty: 2513.886719
	Iteration 105Q: 3 clusters Score -591740.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -591754.000000 Penalty: 2513.886719
	Iteration 106Q: 3 clusters Score -591754 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -591765.125000 Penalty: 2513.886719
	Iteration 107Q: 3 clusters Score -591765.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -591775.500000 Penalty: 2513.886719
	Iteration 108Q: 3 clusters Score -591775.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -591784.000000 Penalty: 2513.886719
	Iteration 109Q: 3 clusters Score -591784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -591794.500000 Penalty: 2513.886719
	Iteration 110Q: 3 clusters Score -591794.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -591807.125000 Penalty: 2513.886719
	Iteration 111Q: 3 clusters Score -591807.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -591816.562500 Penalty: 2513.886719
	Iteration 112Q: 3 clusters Score -591816.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -591827.687500 Penalty: 2513.886719
	Iteration 113Q: 3 clusters Score -591827.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -591836.375000 Penalty: 2513.886719
	Iteration 114Q: 3 clusters Score -591836.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -591843.812500 Penalty: 2513.886719
	Iteration 115Q: 3 clusters Score -591843.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -591846.937500 Penalty: 2513.886719
	Iteration 116Q: 3 clusters Score -591846.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -591851.687500 Penalty: 2513.886719
	Iteration 117Q: 3 clusters Score -591851.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -591855.875000 Penalty: 2513.886719
	Iteration 118Q: 3 clusters Score -591855.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -591860.062500 Penalty: 2513.886719
	Iteration 119Q: 3 clusters Score -591860.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -591871.750000 Penalty: 2513.886719
	Iteration 120F: 3 clusters Score -591871.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -591879.500000 Penalty: 2513.886719
	Iteration 121Q: 3 clusters Score -591879.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -591886.125000 Penalty: 2513.886719
	Iteration 122Q: 3 clusters Score -591886.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -591890.250000 Penalty: 2513.886719
	Iteration 123Q: 3 clusters Score -591890.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -591893.375000 Penalty: 2513.886719
	Iteration 124Q: 3 clusters Score -591893.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -591896.375000 Penalty: 2513.886719
	Iteration 125Q: 3 clusters Score -591896.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -591898.750000 Penalty: 2513.886719
	Iteration 126Q: 3 clusters Score -591898.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -591899.000000 Penalty: 2513.886719
	Iteration 127Q: 3 clusters Score -591899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -591899.000000 Penalty: 2513.886719
	Iteration 128F: 3 clusters Score -591899 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (67483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67483 members 
Entering Unmasked Estep 
Score: -8407687.000000 Penalty: 1654.601074
	Iteration 0F: 2 clusters Score -8407687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33617 members 
Mstep: Class 2 contains 33866 members 
Entering Unmasked Estep 
Score: -8365569.000000 Penalty: 3309.202148
	Iteration 0F: 3 clusters Score -8365569 nChanged 31715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33388 members 
Mstep: Class 2 contains 34095 members 
Entering Unmasked Estep 
Score: -8383263.500000 Penalty: 3309.202148
	Iteration 1F: 3 clusters Score -8383264 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33087 members 
Mstep: Class 2 contains 34396 members 
Entering Unmasked Estep 
Score: -8383842.500000 Penalty: 3309.202148
	Iteration 2Q: 3 clusters Score -8383842 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32620 members 
Mstep: Class 2 contains 34863 members 
Entering Unmasked Estep 
Score: -8384423.000000 Penalty: 3309.202148
	Iteration 3Q: 3 clusters Score -8384423 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32017 members 
Mstep: Class 2 contains 35466 members 
Entering Unmasked Estep 
Score: -8385024.000000 Penalty: 3309.202148
	Iteration 4Q: 3 clusters Score -8385024 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31074 members 
Mstep: Class 2 contains 36409 members 
Entering Unmasked Estep 
Score: -8385601.000000 Penalty: 3309.202148
	Iteration 5Q: 3 clusters Score -8385601 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29709 members 
Mstep: Class 2 contains 37774 members 
Entering Unmasked Estep 
Score: -8386303.000000 Penalty: 3309.202148
	Iteration 6Q: 3 clusters Score -8386303 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27772 members 
Mstep: Class 2 contains 39711 members 
Entering Unmasked Estep 
Score: -8387166.000000 Penalty: 3309.202148
	Iteration 7Q: 3 clusters Score -8387166 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25136 members 
Mstep: Class 2 contains 42347 members 
Entering Unmasked Estep 
Score: -8388349.000000 Penalty: 3309.202148
	Iteration 8Q: 3 clusters Score -8388349 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 45797 members 
Entering Unmasked Estep 
Score: -8390272.000000 Penalty: 3309.202148
	Iteration 9F: 3 clusters Score -8390272 nChanged 4347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 50072 members 
Entering Unmasked Estep 
Score: -8392912.000000 Penalty: 3309.202148
	Iteration 10F: 3 clusters Score -8392912 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 54601 members 
Entering Unmasked Estep 
Score: -8395984.000000 Penalty: 3309.202148
	Iteration 11F: 3 clusters Score -8395984 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 58766 members 
Entering Unmasked Estep 
Score: -8399145.000000 Penalty: 3309.202148
	Iteration 12F: 3 clusters Score -8399145 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 62062 members 
Entering Unmasked Estep 
Score: -8401855.000000 Penalty: 3309.202148
	Iteration 13Q: 3 clusters Score -8401855 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 64133 members 
Entering Unmasked Estep 
Score: -8403655.000000 Penalty: 3309.202148
	Iteration 14Q: 3 clusters Score -8403655 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 65350 members 
Entering Unmasked Estep 
Score: -8404765.000000 Penalty: 3309.202148
	Iteration 15Q: 3 clusters Score -8404765 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 66005 members 
Entering Unmasked Estep 
Score: -8405342.000000 Penalty: 3309.202148
	Iteration 16Q: 3 clusters Score -8405342 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 66363 members 
Entering Unmasked Estep 
Score: -8405698.000000 Penalty: 3309.202148
	Iteration 17Q: 3 clusters Score -8405698 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 66556 members 
Entering Unmasked Estep 
Score: -8405908.000000 Penalty: 3309.202148
	Iteration 18Q: 3 clusters Score -8405908 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 66682 members 
Entering Unmasked Estep 
Score: -8406040.000000 Penalty: 3309.202148
	Iteration 19Q: 3 clusters Score -8406040 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 66755 members 
Entering Unmasked Estep 
Score: -8406119.000000 Penalty: 3309.202148
	Iteration 20F: 3 clusters Score -8406119 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 66798 members 
Entering Unmasked Estep 
Score: -8406136.000000 Penalty: 3309.202148
	Iteration 21Q: 3 clusters Score -8406136 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 66832 members 
Entering Unmasked Estep 
Score: -8406170.000000 Penalty: 3309.202148
	Iteration 22Q: 3 clusters Score -8406170 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 66847 members 
Entering Unmasked Estep 
Score: -8406193.000000 Penalty: 3309.202148
	Iteration 23Q: 3 clusters Score -8406193 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 66859 members 
Entering Unmasked Estep 
Score: -8406228.000000 Penalty: 3309.202148
	Iteration 24Q: 3 clusters Score -8406228 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 66869 members 
Entering Unmasked Estep 
Score: -8406249.000000 Penalty: 3309.202148
	Iteration 25Q: 3 clusters Score -8406249 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 66879 members 
Entering Unmasked Estep 
Score: -8406252.000000 Penalty: 3309.202148
	Iteration 26Q: 3 clusters Score -8406252 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 66887 members 
Entering Unmasked Estep 
Score: -8406275.000000 Penalty: 3309.202148
	Iteration 27Q: 3 clusters Score -8406275 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 66910 members 
Entering Unmasked Estep 
Score: -8406299.000000 Penalty: 3309.202148
	Iteration 28Q: 3 clusters Score -8406299 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 66924 members 
Entering Unmasked Estep 
Score: -8406320.000000 Penalty: 3309.202148
	Iteration 29Q: 3 clusters Score -8406320 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 66938 members 
Entering Unmasked Estep 
Score: -8406326.000000 Penalty: 3309.202148
	Iteration 30Q: 3 clusters Score -8406326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 66942 members 
Entering Unmasked Estep 
Score: -8406342.000000 Penalty: 3309.202148
	Iteration 31Q: 3 clusters Score -8406342 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 66945 members 
Entering Unmasked Estep 
Score: -8406354.000000 Penalty: 3309.202148
	Iteration 32Q: 3 clusters Score -8406354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 66950 members 
Entering Unmasked Estep 
Score: -8406366.000000 Penalty: 3309.202148
	Iteration 33Q: 3 clusters Score -8406366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 66955 members 
Entering Unmasked Estep 
Score: -8406362.000000 Penalty: 3309.202148
	Iteration 34Q: 3 clusters Score -8406362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 66956 members 
Entering Unmasked Estep 
Score: -8406364.000000 Penalty: 3309.202148
	Iteration 35Q: 3 clusters Score -8406364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 66960 members 
Entering Unmasked Estep 
Score: -8406368.000000 Penalty: 3309.202148
	Iteration 36Q: 3 clusters Score -8406368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 66963 members 
Entering Unmasked Estep 
Score: -8406370.000000 Penalty: 3309.202148
	Iteration 37Q: 3 clusters Score -8406370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 66964 members 
Entering Unmasked Estep 
Score: -8406370.000000 Penalty: 3309.202148
	Iteration 38Q: 3 clusters Score -8406370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 66967 members 
Entering Unmasked Estep 
Score: -8406378.000000 Penalty: 3309.202148
	Iteration 39Q: 3 clusters Score -8406378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 66973 members 
Entering Unmasked Estep 
Score: -8406386.000000 Penalty: 3309.202148
	Iteration 40F: 3 clusters Score -8406386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 66974 members 
Entering Unmasked Estep 
Score: -8406386.000000 Penalty: 3309.202148
	Iteration 41Q: 3 clusters Score -8406386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 66976 members 
Entering Unmasked Estep 
Score: -8406391.000000 Penalty: 3309.202148
	Iteration 42Q: 3 clusters Score -8406391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 66977 members 
Entering Unmasked Estep 
Score: -8406393.000000 Penalty: 3309.202148
	Iteration 43Q: 3 clusters Score -8406393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 66980 members 
Entering Unmasked Estep 
Score: -8406404.000000 Penalty: 3309.202148
	Iteration 44Q: 3 clusters Score -8406404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 66985 members 
Entering Unmasked Estep 
Score: -8406414.000000 Penalty: 3309.202148
	Iteration 45Q: 3 clusters Score -8406414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 66986 members 
Entering Unmasked Estep 
Score: -8406420.000000 Penalty: 3309.202148
	Iteration 46Q: 3 clusters Score -8406420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 66988 members 
Entering Unmasked Estep 
Score: -8406414.000000 Penalty: 3309.202148
	Iteration 47Q: 3 clusters Score -8406414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 66988 members 
Entering Unmasked Estep 
Score: -8406414.000000 Penalty: 3309.202148
	Iteration 48F: 3 clusters Score -8406414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Entering Unmasked Estep 
Score: -27565.384766 Penalty: 885.067688
	Iteration 0F: 2 clusters Score -27565.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -26789.535156 Penalty: 1770.135376
	Iteration 0F: 3 clusters Score -26789.54 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -27053.427734 Penalty: 1770.135376
	Iteration 1F: 3 clusters Score -27053.43 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -27204.427734 Penalty: 1770.135376
	Iteration 2F: 3 clusters Score -27204.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -27306.695312 Penalty: 1770.135376
	Iteration 3Q: 3 clusters Score -27306.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -27398.876953 Penalty: 1770.135376
	Iteration 4Q: 3 clusters Score -27398.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -27463.150391 Penalty: 1770.135376
	Iteration 5Q: 3 clusters Score -27463.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -27484.921875 Penalty: 1770.135376
	Iteration 6Q: 3 clusters Score -27484.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -27492.642578 Penalty: 1770.135376
	Iteration 7Q: 3 clusters Score -27492.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -27494.181641 Penalty: 1770.135376
	Iteration 8Q: 3 clusters Score -27494.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -27494.181641 Penalty: 1770.135376
	Iteration 9F: 3 clusters Score -27494.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Entering Unmasked Estep 
Score: -298008.125000 Penalty: 1178.075195
	Iteration 0F: 2 clusters Score -298008.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -295703.562500 Penalty: 2356.150391
	Iteration 0F: 3 clusters Score -295703.6 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -296346.218750 Penalty: 2356.150391
	Iteration 1F: 3 clusters Score -296346.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -296557.718750 Penalty: 2356.150391
	Iteration 2F: 3 clusters Score -296557.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -296722.531250 Penalty: 2356.150391
	Iteration 3F: 3 clusters Score -296722.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -296839.500000 Penalty: 2356.150391
	Iteration 4F: 3 clusters Score -296839.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -296919.625000 Penalty: 2356.150391
	Iteration 5Q: 3 clusters Score -296919.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -296968.906250 Penalty: 2356.150391
	Iteration 6Q: 3 clusters Score -296968.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -297020.343750 Penalty: 2356.150391
	Iteration 7Q: 3 clusters Score -297020.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -297060.218750 Penalty: 2356.150391
	Iteration 8Q: 3 clusters Score -297060.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -297082.187500 Penalty: 2356.150391
	Iteration 9Q: 3 clusters Score -297082.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -297097.031250 Penalty: 2356.150391
	Iteration 10Q: 3 clusters Score -297097 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -297106.531250 Penalty: 2356.150391
	Iteration 11Q: 3 clusters Score -297106.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -297114.968750 Penalty: 2356.150391
	Iteration 12Q: 3 clusters Score -297115 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -297124.750000 Penalty: 2356.150391
	Iteration 13Q: 3 clusters Score -297124.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -297138.656250 Penalty: 2356.150391
	Iteration 14Q: 3 clusters Score -297138.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -297147.875000 Penalty: 2356.150391
	Iteration 15Q: 3 clusters Score -297147.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -297156.093750 Penalty: 2356.150391
	Iteration 16Q: 3 clusters Score -297156.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -297166.656250 Penalty: 2356.150391
	Iteration 17Q: 3 clusters Score -297166.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -297177.718750 Penalty: 2356.150391
	Iteration 18Q: 3 clusters Score -297177.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -297188.406250 Penalty: 2356.150391
	Iteration 19Q: 3 clusters Score -297188.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -297195.906250 Penalty: 2356.150391
	Iteration 20F: 3 clusters Score -297195.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -297202.625000 Penalty: 2356.150391
	Iteration 21Q: 3 clusters Score -297202.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -297208.468750 Penalty: 2356.150391
	Iteration 22Q: 3 clusters Score -297208.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -297213.343750 Penalty: 2356.150391
	Iteration 23Q: 3 clusters Score -297213.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -297218.875000 Penalty: 2356.150391
	Iteration 24Q: 3 clusters Score -297218.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -297223.312500 Penalty: 2356.150391
	Iteration 25Q: 3 clusters Score -297223.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -297224.906250 Penalty: 2356.150391
	Iteration 26Q: 3 clusters Score -297224.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -297225.812500 Penalty: 2356.150391
	Iteration 27Q: 3 clusters Score -297225.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -297228.250000 Penalty: 2356.150391
	Iteration 28Q: 3 clusters Score -297228.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -297230.281250 Penalty: 2356.150391
	Iteration 29Q: 3 clusters Score -297230.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -297231.718750 Penalty: 2356.150391
	Iteration 30Q: 3 clusters Score -297231.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -297232.812500 Penalty: 2356.150391
	Iteration 31Q: 3 clusters Score -297232.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -297234.750000 Penalty: 2356.150391
	Iteration 32Q: 3 clusters Score -297234.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -297237.062500 Penalty: 2356.150391
	Iteration 33Q: 3 clusters Score -297237.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -297238.031250 Penalty: 2356.150391
	Iteration 34Q: 3 clusters Score -297238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -297238.906250 Penalty: 2356.150391
	Iteration 35Q: 3 clusters Score -297238.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -297238.906250 Penalty: 2356.150391
	Iteration 36F: 3 clusters Score -297238.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Entering Unmasked Estep 
Score: -1116293.000000 Penalty: 1357.117920
	Iteration 0F: 2 clusters Score -1116293 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1110021.875000 Penalty: 2714.235840
	Iteration 0F: 3 clusters Score -1110022 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1111992.375000 Penalty: 2714.235840
	Iteration 1F: 3 clusters Score -1111992 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1112273.875000 Penalty: 2714.235840
	Iteration 2F: 3 clusters Score -1112274 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1112497.375000 Penalty: 2714.235840
	Iteration 3F: 3 clusters Score -1112497 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1112672.500000 Penalty: 2714.235840
	Iteration 4Q: 3 clusters Score -1112672 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1112804.000000 Penalty: 2714.235840
	Iteration 5Q: 3 clusters Score -1112804 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1112923.500000 Penalty: 2714.235840
	Iteration 6Q: 3 clusters Score -1112924 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1113020.500000 Penalty: 2714.235840
	Iteration 7Q: 3 clusters Score -1113020 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1113106.625000 Penalty: 2714.235840
	Iteration 8Q: 3 clusters Score -1113107 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1113190.625000 Penalty: 2714.235840
	Iteration 9Q: 3 clusters Score -1113191 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1113285.750000 Penalty: 2714.235840
	Iteration 10Q: 3 clusters Score -1113286 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1113387.125000 Penalty: 2714.235840
	Iteration 11Q: 3 clusters Score -1113387 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1113492.750000 Penalty: 2714.235840
	Iteration 12Q: 3 clusters Score -1113493 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1113596.000000 Penalty: 2714.235840
	Iteration 13Q: 3 clusters Score -1113596 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1113719.875000 Penalty: 2714.235840
	Iteration 14Q: 3 clusters Score -1113720 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1113843.500000 Penalty: 2714.235840
	Iteration 15Q: 3 clusters Score -1113844 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1113973.750000 Penalty: 2714.235840
	Iteration 16Q: 3 clusters Score -1113974 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1114090.375000 Penalty: 2714.235840
	Iteration 17Q: 3 clusters Score -1114090 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1114195.250000 Penalty: 2714.235840
	Iteration 18Q: 3 clusters Score -1114195 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1114278.625000 Penalty: 2714.235840
	Iteration 19Q: 3 clusters Score -1114279 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1114336.750000 Penalty: 2714.235840
	Iteration 20F: 3 clusters Score -1114337 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1114383.250000 Penalty: 2714.235840
	Iteration 21Q: 3 clusters Score -1114383 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1114420.875000 Penalty: 2714.235840
	Iteration 22Q: 3 clusters Score -1114421 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1114456.000000 Penalty: 2714.235840
	Iteration 23Q: 3 clusters Score -1114456 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1114483.250000 Penalty: 2714.235840
	Iteration 24Q: 3 clusters Score -1114483 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1114508.500000 Penalty: 2714.235840
	Iteration 25Q: 3 clusters Score -1114508 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1114535.000000 Penalty: 2714.235840
	Iteration 26Q: 3 clusters Score -1114535 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1114558.125000 Penalty: 2714.235840
	Iteration 27Q: 3 clusters Score -1114558 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1114586.250000 Penalty: 2714.235840
	Iteration 28Q: 3 clusters Score -1114586 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1114616.500000 Penalty: 2714.235840
	Iteration 29Q: 3 clusters Score -1114616 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1114648.625000 Penalty: 2714.235840
	Iteration 30Q: 3 clusters Score -1114649 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1114679.750000 Penalty: 2714.235840
	Iteration 31Q: 3 clusters Score -1114680 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1114703.375000 Penalty: 2714.235840
	Iteration 32Q: 3 clusters Score -1114703 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1114723.875000 Penalty: 2714.235840
	Iteration 33Q: 3 clusters Score -1114724 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1114741.875000 Penalty: 2714.235840
	Iteration 34Q: 3 clusters Score -1114742 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1114753.375000 Penalty: 2714.235840
	Iteration 35Q: 3 clusters Score -1114753 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1114760.000000 Penalty: 2714.235840
	Iteration 36Q: 3 clusters Score -1114760 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1114767.250000 Penalty: 2714.235840
	Iteration 37Q: 3 clusters Score -1114767 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1114773.625000 Penalty: 2714.235840
	Iteration 38Q: 3 clusters Score -1114774 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1114778.500000 Penalty: 2714.235840
	Iteration 39Q: 3 clusters Score -1114778 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1114783.750000 Penalty: 2714.235840
	Iteration 40F: 3 clusters Score -1114784 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1114790 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1114798.875000 Penalty: 2714.235840
	Iteration 42Q: 3 clusters Score -1114799 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1114802.750000 Penalty: 2714.235840
	Iteration 43Q: 3 clusters Score -1114803 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1114811.250000 Penalty: 2714.235840
	Iteration 44Q: 3 clusters Score -1114811 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1114819.000000 Penalty: 2714.235840
	Iteration 45Q: 3 clusters Score -1114819 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1114820.500000 Penalty: 2714.235840
	Iteration 46Q: 3 clusters Score -1114820 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1114825.000000 Penalty: 2714.235840
	Iteration 47Q: 3 clusters Score -1114825 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1114829 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1114834.250000 Penalty: 2714.235840
	Iteration 49Q: 3 clusters Score -1114834 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1114839.875000 Penalty: 2714.235840
	Iteration 50Q: 3 clusters Score -1114840 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1114844.000000 Penalty: 2714.235840
	Iteration 51Q: 3 clusters Score -1114844 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1114846.750000 Penalty: 2714.235840
	Iteration 52Q: 3 clusters Score -1114847 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1114852.125000 Penalty: 2714.235840
	Iteration 53Q: 3 clusters Score -1114852 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1114857.000000 Penalty: 2714.235840
	Iteration 54Q: 3 clusters Score -1114857 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1114861.375000 Penalty: 2714.235840
	Iteration 55Q: 3 clusters Score -1114861 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1114870.000000 Penalty: 2714.235840
	Iteration 56Q: 3 clusters Score -1114870 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1114884.125000 Penalty: 2714.235840
	Iteration 57Q: 3 clusters Score -1114884 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1114893.375000 Penalty: 2714.235840
	Iteration 58Q: 3 clusters Score -1114893 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1114907.500000 Penalty: 2714.235840
	Iteration 59Q: 3 clusters Score -1114908 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1114920.125000 Penalty: 2714.235840
	Iteration 60F: 3 clusters Score -1114920 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1114934.375000 Penalty: 2714.235840
	Iteration 61Q: 3 clusters Score -1114934 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1114950.125000 Penalty: 2714.235840
	Iteration 62Q: 3 clusters Score -1114950 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1114964.625000 Penalty: 2714.235840
	Iteration 63Q: 3 clusters Score -1114965 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1114984.000000 Penalty: 2714.235840
	Iteration 64Q: 3 clusters Score -1114984 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1115000.750000 Penalty: 2714.235840
	Iteration 65Q: 3 clusters Score -1115001 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1115016.250000 Penalty: 2714.235840
	Iteration 66Q: 3 clusters Score -1115016 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1115031.750000 Penalty: 2714.235840
	Iteration 67Q: 3 clusters Score -1115032 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1115041.875000 Penalty: 2714.235840
	Iteration 68Q: 3 clusters Score -1115042 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1115048.750000 Penalty: 2714.235840
	Iteration 69Q: 3 clusters Score -1115049 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1115056.375000 Penalty: 2714.235840
	Iteration 70Q: 3 clusters Score -1115056 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1115068.250000 Penalty: 2714.235840
	Iteration 71Q: 3 clusters Score -1115068 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1115076.250000 Penalty: 2714.235840
	Iteration 72Q: 3 clusters Score -1115076 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1115085.125000 Penalty: 2714.235840
	Iteration 73Q: 3 clusters Score -1115085 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1115093.375000 Penalty: 2714.235840
	Iteration 74Q: 3 clusters Score -1115093 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1115102.000000 Penalty: 2714.235840
	Iteration 75Q: 3 clusters Score -1115102 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1115107.875000 Penalty: 2714.235840
	Iteration 76Q: 3 clusters Score -1115108 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1115109.500000 Penalty: 2714.235840
	Iteration 77Q: 3 clusters Score -1115110 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1115114.875000 Penalty: 2714.235840
	Iteration 78Q: 3 clusters Score -1115115 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1115115.375000 Penalty: 2714.235840
	Iteration 79Q: 3 clusters Score -1115115 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1115120.500000 Penalty: 2714.235840
	Iteration 80F: 3 clusters Score -1115120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1115121.500000 Penalty: 2714.235840
	Iteration 81Q: 3 clusters Score -1115122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1115126.750000 Penalty: 2714.235840
	Iteration 82Q: 3 clusters Score -1115127 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1115132.375000 Penalty: 2714.235840
	Iteration 83Q: 3 clusters Score -1115132 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1115134.625000 Penalty: 2714.235840
	Iteration 84Q: 3 clusters Score -1115135 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1115140.250000 Penalty: 2714.235840
	Iteration 85Q: 3 clusters Score -1115140 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1115144.125000 Penalty: 2714.235840
	Iteration 86Q: 3 clusters Score -1115144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1115147.625000 Penalty: 2714.235840
	Iteration 87Q: 3 clusters Score -1115148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1115150.250000 Penalty: 2714.235840
	Iteration 88Q: 3 clusters Score -1115150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1115150.000000 Penalty: 2714.235840
	Iteration 89Q: 3 clusters Score -1115150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1115153.125000 Penalty: 2714.235840
	Iteration 90Q: 3 clusters Score -1115153 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1115156.500000 Penalty: 2714.235840
	Iteration 91Q: 3 clusters Score -1115156 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1115161.375000 Penalty: 2714.235840
	Iteration 92Q: 3 clusters Score -1115161 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1115168.250000 Penalty: 2714.235840
	Iteration 93Q: 3 clusters Score -1115168 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1115173.750000 Penalty: 2714.235840
	Iteration 94Q: 3 clusters Score -1115174 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1115174.625000 Penalty: 2714.235840
	Iteration 95Q: 3 clusters Score -1115175 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1115176.000000 Penalty: 2714.235840
	Iteration 96Q: 3 clusters Score -1115176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1115174.875000 Penalty: 2714.235840
	Iteration 97Q: 3 clusters Score -1115175 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1115180.500000 Penalty: 2714.235840
	Iteration 98Q: 3 clusters Score -1115180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1115182.250000 Penalty: 2714.235840
	Iteration 99Q: 3 clusters Score -1115182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1115182.625000 Penalty: 2714.235840
	Iteration 100F: 3 clusters Score -1115183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1115185.500000 Penalty: 2714.235840
	Iteration 101Q: 3 clusters Score -1115186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1115187.625000 Penalty: 2714.235840
	Iteration 102Q: 3 clusters Score -1115188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1115187.375000 Penalty: 2714.235840
	Iteration 103Q: 3 clusters Score -1115187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1115187.375000 Penalty: 2714.235840
	Iteration 104F: 3 clusters Score -1115187 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (22198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Entering Unmasked Estep 
Score: -2711688.750000 Penalty: 1489.154297
	Iteration 0F: 2 clusters Score -2711689 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 11020 members 
Entering Unmasked Estep 
Score: -2697336.500000 Penalty: 2978.308594
	Iteration 0F: 3 clusters Score -2697336 nChanged 9785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -2702566.000000 Penalty: 2978.308594
	Iteration 1F: 3 clusters Score -2702566 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -2703017.000000 Penalty: 2978.308594
	Iteration 2F: 3 clusters Score -2703017 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -2703445.750000 Penalty: 2978.308594
	Iteration 3Q: 3 clusters Score -2703446 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -2703864.250000 Penalty: 2978.308594
	Iteration 4Q: 3 clusters Score -2703864 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -2704380.000000 Penalty: 2978.308594
	Iteration 5Q: 3 clusters Score -2704380 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -2704953.750000 Penalty: 2978.308594
	Iteration 6Q: 3 clusters Score -2704954 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -2705643.500000 Penalty: 2978.308594
	Iteration 7Q: 3 clusters Score -2705644 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -2706402.250000 Penalty: 2978.308594
	Iteration 8F: 3 clusters Score -2706402 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -2707195.500000 Penalty: 2978.308594
	Iteration 9Q: 3 clusters Score -2707196 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -2707996.000000 Penalty: 2978.308594
	Iteration 10Q: 3 clusters Score -2707996 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -2708651.750000 Penalty: 2978.308594
	Iteration 11Q: 3 clusters Score -2708652 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -2709157.750000 Penalty: 2978.308594
	Iteration 12Q: 3 clusters Score -2709158 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20448 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -2709510.000000 Penalty: 2978.308594
	Iteration 13Q: 3 clusters Score -2709510 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2709819.250000 Penalty: 2978.308594
	Iteration 14Q: 3 clusters Score -2709819 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2710018.250000 Penalty: 2978.308594
	Iteration 15Q: 3 clusters Score -2710018 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2710182.250000 Penalty: 2978.308594
	Iteration 16Q: 3 clusters Score -2710182 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21427 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2710285.750000 Penalty: 2978.308594
	Iteration 17Q: 3 clusters Score -2710286 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21506 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2710344.750000 Penalty: 2978.308594
	Iteration 18Q: 3 clusters Score -2710345 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -2710390.000000 Penalty: 2978.308594
	Iteration 19Q: 3 clusters Score -2710390 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2710419.500000 Penalty: 2978.308594
	Iteration 20F: 3 clusters Score -2710420 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21635 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2710452.750000 Penalty: 2978.308594
	Iteration 21Q: 3 clusters Score -2710453 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2710474.750000 Penalty: 2978.308594
	Iteration 22Q: 3 clusters Score -2710475 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2710486.000000 Penalty: 2978.308594
	Iteration 23Q: 3 clusters Score -2710486 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21696 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2710500.500000 Penalty: 2978.308594
	Iteration 24Q: 3 clusters Score -2710500 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2710510.250000 Penalty: 2978.308594
	Iteration 25Q: 3 clusters Score -2710510 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2710524.500000 Penalty: 2978.308594
	Iteration 26Q: 3 clusters Score -2710524 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2710544.500000 Penalty: 2978.308594
	Iteration 27Q: 3 clusters Score -2710544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2710552.750000 Penalty: 2978.308594
	Iteration 28Q: 3 clusters Score -2710553 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2710563.250000 Penalty: 2978.308594
	Iteration 29Q: 3 clusters Score -2710563 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2710570.750000 Penalty: 2978.308594
	Iteration 30Q: 3 clusters Score -2710571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2710578.000000 Penalty: 2978.308594
	Iteration 31Q: 3 clusters Score -2710578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2710584.750000 Penalty: 2978.308594
	Iteration 32Q: 3 clusters Score -2710585 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21772 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2710593.250000 Penalty: 2978.308594
	Iteration 33Q: 3 clusters Score -2710593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2710593.500000 Penalty: 2978.308594
	Iteration 34Q: 3 clusters Score -2710594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2710593.500000 Penalty: 2978.308594
	Iteration 35F: 3 clusters Score -2710594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Entering Unmasked Estep 
Score: -921416.687500 Penalty: 1329.897217
	Iteration 0F: 2 clusters Score -921416.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -916077.062500 Penalty: 2659.794434
	Iteration 0F: 3 clusters Score -916077.1 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -917819.125000 Penalty: 2659.794434
	Iteration 1F: 3 clusters Score -917819.1 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -918121.375000 Penalty: 2659.794434
	Iteration 2F: 3 clusters Score -918121.4 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -918359.375000 Penalty: 2659.794434
	Iteration 3F: 3 clusters Score -918359.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -918534.437500 Penalty: 2659.794434
	Iteration 4Q: 3 clusters Score -918534.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -918702.875000 Penalty: 2659.794434
	Iteration 5Q: 3 clusters Score -918702.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -918850.062500 Penalty: 2659.794434
	Iteration 6Q: 3 clusters Score -918850.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -918975.562500 Penalty: 2659.794434
	Iteration 7Q: 3 clusters Score -918975.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -919119.562500 Penalty: 2659.794434
	Iteration 8Q: 3 clusters Score -919119.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -919282.750000 Penalty: 2659.794434
	Iteration 9Q: 3 clusters Score -919282.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -919424.375000 Penalty: 2659.794434
	Iteration 10Q: 3 clusters Score -919424.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -919561.812500 Penalty: 2659.794434
	Iteration 11Q: 3 clusters Score -919561.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -919681.750000 Penalty: 2659.794434
	Iteration 12Q: 3 clusters Score -919681.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -919805.812500 Penalty: 2659.794434
	Iteration 13Q: 3 clusters Score -919805.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -919962.125000 Penalty: 2659.794434
	Iteration 14Q: 3 clusters Score -919962.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -920109.812500 Penalty: 2659.794434
	Iteration 15Q: 3 clusters Score -920109.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -920210.062500 Penalty: 2659.794434
	Iteration 16Q: 3 clusters Score -920210.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -920276.250000 Penalty: 2659.794434
	Iteration 17Q: 3 clusters Score -920276.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -920325.187500 Penalty: 2659.794434
	Iteration 18Q: 3 clusters Score -920325.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -920358.625000 Penalty: 2659.794434
	Iteration 19Q: 3 clusters Score -920358.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -920393.312500 Penalty: 2659.794434
	Iteration 20F: 3 clusters Score -920393.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -920421.125000 Penalty: 2659.794434
	Iteration 21Q: 3 clusters Score -920421.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -920448.875000 Penalty: 2659.794434
	Iteration 22Q: 3 clusters Score -920448.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -920482.875000 Penalty: 2659.794434
	Iteration 23Q: 3 clusters Score -920482.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -920507.062500 Penalty: 2659.794434
	Iteration 24Q: 3 clusters Score -920507.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -920531.875000 Penalty: 2659.794434
	Iteration 25Q: 3 clusters Score -920531.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -920549.000000 Penalty: 2659.794434
	Iteration 26Q: 3 clusters Score -920549 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -920565.750000 Penalty: 2659.794434
	Iteration 27Q: 3 clusters Score -920565.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -920583.312500 Penalty: 2659.794434
	Iteration 28Q: 3 clusters Score -920583.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -920594.375000 Penalty: 2659.794434
	Iteration 29Q: 3 clusters Score -920594.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -920608.750000 Penalty: 2659.794434
	Iteration 30Q: 3 clusters Score -920608.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -920615.562500 Penalty: 2659.794434
	Iteration 31Q: 3 clusters Score -920615.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -920626.437500 Penalty: 2659.794434
	Iteration 32Q: 3 clusters Score -920626.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -920634.000000 Penalty: 2659.794434
	Iteration 33Q: 3 clusters Score -920634 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -920640.375000 Penalty: 2659.794434
	Iteration 34Q: 3 clusters Score -920640.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -920645.625000 Penalty: 2659.794434
	Iteration 35Q: 3 clusters Score -920645.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -920648.312500 Penalty: 2659.794434
	Iteration 36Q: 3 clusters Score -920648.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -920650.687500 Penalty: 2659.794434
	Iteration 37Q: 3 clusters Score -920650.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -920651.875000 Penalty: 2659.794434
	Iteration 38Q: 3 clusters Score -920651.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -920654.250000 Penalty: 2659.794434
	Iteration 39Q: 3 clusters Score -920654.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -920656.062500 Penalty: 2659.794434
	Iteration 40F: 3 clusters Score -920656.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -920656.000000 Penalty: 2659.794434
	Iteration 41Q: 3 clusters Score -920656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -920656.000000 Penalty: 2659.794434
	Iteration 42F: 3 clusters Score -920656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Entering Unmasked Estep 
Score: -880533.375000 Penalty: 1316.508545
	Iteration 0F: 2 clusters Score -880533.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -875624.875000 Penalty: 2633.017090
	Iteration 0F: 3 clusters Score -875624.9 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -877133.625000 Penalty: 2633.017090
	Iteration 1F: 3 clusters Score -877133.6 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -877388.062500 Penalty: 2633.017090
	Iteration 2F: 3 clusters Score -877388.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -877537.125000 Penalty: 2633.017090
	Iteration 3Q: 3 clusters Score -877537.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -877628.687500 Penalty: 2633.017090
	Iteration 4Q: 3 clusters Score -877628.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -877721.187500 Penalty: 2633.017090
	Iteration 5Q: 3 clusters Score -877721.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -877796.375000 Penalty: 2633.017090
	Iteration 6Q: 3 clusters Score -877796.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -877841.875000 Penalty: 2633.017090
	Iteration 7Q: 3 clusters Score -877841.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -877873.687500 Penalty: 2633.017090
	Iteration 8Q: 3 clusters Score -877873.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -877906.250000 Penalty: 2633.017090
	Iteration 9Q: 3 clusters Score -877906.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -877936.187500 Penalty: 2633.017090
	Iteration 10Q: 3 clusters Score -877936.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -877958.500000 Penalty: 2633.017090
	Iteration 11Q: 3 clusters Score -877958.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -877978.062500 Penalty: 2633.017090
	Iteration 12Q: 3 clusters Score -877978.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -877994.250000 Penalty: 2633.017090
	Iteration 13Q: 3 clusters Score -877994.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -878006.125000 Penalty: 2633.017090
	Iteration 14Q: 3 clusters Score -878006.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -878022.437500 Penalty: 2633.017090
	Iteration 15Q: 3 clusters Score -878022.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -878041.000000 Penalty: 2633.017090
	Iteration 16Q: 3 clusters Score -878041 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -878066.875000 Penalty: 2633.017090
	Iteration 17Q: 3 clusters Score -878066.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -878096.625000 Penalty: 2633.017090
	Iteration 18Q: 3 clusters Score -878096.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -878128.000000 Penalty: 2633.017090
	Iteration 19Q: 3 clusters Score -878128 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -878167.000000 Penalty: 2633.017090
	Iteration 20F: 3 clusters Score -878167 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -878211.562500 Penalty: 2633.017090
	Iteration 21Q: 3 clusters Score -878211.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -878266.437500 Penalty: 2633.017090
	Iteration 22Q: 3 clusters Score -878266.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -878325.562500 Penalty: 2633.017090
	Iteration 23Q: 3 clusters Score -878325.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -878400.500000 Penalty: 2633.017090
	Iteration 24Q: 3 clusters Score -878400.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -878474.937500 Penalty: 2633.017090
	Iteration 25Q: 3 clusters Score -878474.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -878563.750000 Penalty: 2633.017090
	Iteration 26Q: 3 clusters Score -878563.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -878666.375000 Penalty: 2633.017090
	Iteration 27Q: 3 clusters Score -878666.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -878782.000000 Penalty: 2633.017090
	Iteration 28Q: 3 clusters Score -878782 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -878900.437500 Penalty: 2633.017090
	Iteration 29Q: 3 clusters Score -878900.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -879013.562500 Penalty: 2633.017090
	Iteration 30Q: 3 clusters Score -879013.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -879120.500000 Penalty: 2633.017090
	Iteration 31Q: 3 clusters Score -879120.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -879207.500000 Penalty: 2633.017090
	Iteration 32Q: 3 clusters Score -879207.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -879279.062500 Penalty: 2633.017090
	Iteration 33Q: 3 clusters Score -879279.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -879332.000000 Penalty: 2633.017090
	Iteration 34Q: 3 clusters Score -879332 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -879366.312500 Penalty: 2633.017090
	Iteration 35Q: 3 clusters Score -879366.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -879387.562500 Penalty: 2633.017090
	Iteration 36Q: 3 clusters Score -879387.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -879413.875000 Penalty: 2633.017090
	Iteration 37Q: 3 clusters Score -879413.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -879429.500000 Penalty: 2633.017090
	Iteration 38Q: 3 clusters Score -879429.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -879446.000000 Penalty: 2633.017090
	Iteration 39Q: 3 clusters Score -879446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -879456.312500 Penalty: 2633.017090
	Iteration 40F: 3 clusters Score -879456.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -879463.125000 Penalty: 2633.017090
	Iteration 41Q: 3 clusters Score -879463.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -879466.375000 Penalty: 2633.017090
	Iteration 42Q: 3 clusters Score -879466.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -879468.062500 Penalty: 2633.017090
	Iteration 43Q: 3 clusters Score -879468.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -879469.562500 Penalty: 2633.017090
	Iteration 44Q: 3 clusters Score -879469.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -879469.687500 Penalty: 2633.017090
	Iteration 45Q: 3 clusters Score -879469.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -879472.812500 Penalty: 2633.017090
	Iteration 46Q: 3 clusters Score -879472.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -879474.187500 Penalty: 2633.017090
	Iteration 47Q: 3 clusters Score -879474.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -879477.875000 Penalty: 2633.017090
	Iteration 48Q: 3 clusters Score -879477.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -879483.625000 Penalty: 2633.017090
	Iteration 49Q: 3 clusters Score -879483.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -879487.125000 Penalty: 2633.017090
	Iteration 50Q: 3 clusters Score -879487.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -879490.875000 Penalty: 2633.017090
	Iteration 51Q: 3 clusters Score -879490.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -879494.000000 Penalty: 2633.017090
	Iteration 52Q: 3 clusters Score -879494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -879496.875000 Penalty: 2633.017090
	Iteration 53Q: 3 clusters Score -879496.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -879499.000000 Penalty: 2633.017090
	Iteration 54Q: 3 clusters Score -879499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -879500.625000 Penalty: 2633.017090
	Iteration 55Q: 3 clusters Score -879500.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -879500.937500 Penalty: 2633.017090
	Iteration 56Q: 3 clusters Score -879500.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -879500.937500 Penalty: 2633.017090
	Iteration 57F: 3 clusters Score -879500.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (21809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Entering Unmasked Estep 
Score: -2771850.250000 Penalty: 1486.523682
	Iteration 0F: 2 clusters Score -2771850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -2757591.250000 Penalty: 2973.047363
	Iteration 0F: 3 clusters Score -2757591 nChanged 9669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -2762882.500000 Penalty: 2973.047363
	Iteration 1F: 3 clusters Score -2762882 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -2763309.500000 Penalty: 2973.047363
	Iteration 2F: 3 clusters Score -2763310 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -2763729.000000 Penalty: 2973.047363
	Iteration 3Q: 3 clusters Score -2763729 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -2764183.000000 Penalty: 2973.047363
	Iteration 4Q: 3 clusters Score -2764183 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -2764644.500000 Penalty: 2973.047363
	Iteration 5Q: 3 clusters Score -2764644 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -2765091.250000 Penalty: 2973.047363
	Iteration 6Q: 3 clusters Score -2765091 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -2765505.000000 Penalty: 2973.047363
	Iteration 7Q: 3 clusters Score -2765505 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -2765847.750000 Penalty: 2973.047363
	Iteration 8Q: 3 clusters Score -2765848 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -2766090.250000 Penalty: 2973.047363
	Iteration 9Q: 3 clusters Score -2766090 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -2766297.250000 Penalty: 2973.047363
	Iteration 10Q: 3 clusters Score -2766297 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -2766447.000000 Penalty: 2973.047363
	Iteration 11Q: 3 clusters Score -2766447 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -2766601.000000 Penalty: 2973.047363
	Iteration 12Q: 3 clusters Score -2766601 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -2766698.500000 Penalty: 2973.047363
	Iteration 13Q: 3 clusters Score -2766698 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -2766786.500000 Penalty: 2973.047363
	Iteration 14Q: 3 clusters Score -2766786 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -2766888.000000 Penalty: 2973.047363
	Iteration 15Q: 3 clusters Score -2766888 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -2766981.250000 Penalty: 2973.047363
	Iteration 16Q: 3 clusters Score -2766981 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -2767099.250000 Penalty: 2973.047363
	Iteration 17Q: 3 clusters Score -2767099 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -2767231.000000 Penalty: 2973.047363
	Iteration 18Q: 3 clusters Score -2767231 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -2767391.250000 Penalty: 2973.047363
	Iteration 19Q: 3 clusters Score -2767391 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -2767572.750000 Penalty: 2973.047363
	Iteration 20F: 3 clusters Score -2767573 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -2767766.000000 Penalty: 2973.047363
	Iteration 21Q: 3 clusters Score -2767766 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -2767989.000000 Penalty: 2973.047363
	Iteration 22Q: 3 clusters Score -2767989 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -2768255.500000 Penalty: 2973.047363
	Iteration 23Q: 3 clusters Score -2768256 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -2768563.000000 Penalty: 2973.047363
	Iteration 24Q: 3 clusters Score -2768563 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -2768871.000000 Penalty: 2973.047363
	Iteration 25Q: 3 clusters Score -2768871 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -2769186.750000 Penalty: 2973.047363
	Iteration 26Q: 3 clusters Score -2769187 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -2769498.750000 Penalty: 2973.047363
	Iteration 27Q: 3 clusters Score -2769499 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -2769749.500000 Penalty: 2973.047363
	Iteration 28Q: 3 clusters Score -2769750 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -2769950.000000 Penalty: 2973.047363
	Iteration 29Q: 3 clusters Score -2769950 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -2770142.250000 Penalty: 2973.047363
	Iteration 30Q: 3 clusters Score -2770142 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -2770298.000000 Penalty: 2973.047363
	Iteration 31Q: 3 clusters Score -2770298 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20077 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -2770433.000000 Penalty: 2973.047363
	Iteration 32Q: 3 clusters Score -2770433 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2770526.500000 Penalty: 2973.047363
	Iteration 33Q: 3 clusters Score -2770526 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20398 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2770591.250000 Penalty: 2973.047363
	Iteration 34Q: 3 clusters Score -2770591 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -2770639.750000 Penalty: 2973.047363
	Iteration 35Q: 3 clusters Score -2770640 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2770677.250000 Penalty: 2973.047363
	Iteration 36Q: 3 clusters Score -2770677 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2770711.500000 Penalty: 2973.047363
	Iteration 37Q: 3 clusters Score -2770712 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20684 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -2770736.750000 Penalty: 2973.047363
	Iteration 38Q: 3 clusters Score -2770737 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2770758.750000 Penalty: 2973.047363
	Iteration 39Q: 3 clusters Score -2770759 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2770772.250000 Penalty: 2973.047363
	Iteration 40F: 3 clusters Score -2770772 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20786 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2770785.500000 Penalty: 2973.047363
	Iteration 41Q: 3 clusters Score -2770786 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20810 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2770797.750000 Penalty: 2973.047363
	Iteration 42Q: 3 clusters Score -2770798 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -2770803.750000 Penalty: 2973.047363
	Iteration 43Q: 3 clusters Score -2770804 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2770814.250000 Penalty: 2973.047363
	Iteration 44Q: 3 clusters Score -2770814 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2770819.000000 Penalty: 2973.047363
	Iteration 45Q: 3 clusters Score -2770819 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20863 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2770821.000000 Penalty: 2973.047363
	Iteration 46Q: 3 clusters Score -2770821 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2770823.500000 Penalty: 2973.047363
	Iteration 47Q: 3 clusters Score -2770824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2770826.250000 Penalty: 2973.047363
	Iteration 48Q: 3 clusters Score -2770826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20878 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2770830.250000 Penalty: 2973.047363
	Iteration 49Q: 3 clusters Score -2770830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2770834.500000 Penalty: 2973.047363
	Iteration 50Q: 3 clusters Score -2770834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2770844.000000 Penalty: 2973.047363
	Iteration 51Q: 3 clusters Score -2770844 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2770850.000000 Penalty: 2973.047363
	Iteration 52Q: 3 clusters Score -2770850 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2770851.500000 Penalty: 2973.047363
	Iteration 53Q: 3 clusters Score -2770852 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2770860.500000 Penalty: 2973.047363
	Iteration 54Q: 3 clusters Score -2770860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2770862.250000 Penalty: 2973.047363
	Iteration 55Q: 3 clusters Score -2770862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2770865.250000 Penalty: 2973.047363
	Iteration 56Q: 3 clusters Score -2770865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2770867.250000 Penalty: 2973.047363
	Iteration 57Q: 3 clusters Score -2770867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2770867.250000 Penalty: 2973.047363
	Iteration 58F: 3 clusters Score -2770867 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (19050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Entering Unmasked Estep 
Score: -2314211.750000 Penalty: 1466.397583
	Iteration 0F: 2 clusters Score -2314212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -2301724.500000 Penalty: 2932.795166
	Iteration 0F: 3 clusters Score -2301724 nChanged 8337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -2306427.000000 Penalty: 2932.795166
	Iteration 1F: 3 clusters Score -2306427 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -2306871.500000 Penalty: 2932.795166
	Iteration 2F: 3 clusters Score -2306872 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -2307289.750000 Penalty: 2932.795166
	Iteration 3F: 3 clusters Score -2307290 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -2307692.750000 Penalty: 2932.795166
	Iteration 4Q: 3 clusters Score -2307693 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -2308166.000000 Penalty: 2932.795166
	Iteration 5Q: 3 clusters Score -2308166 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -2308739.500000 Penalty: 2932.795166
	Iteration 6F: 3 clusters Score -2308740 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -2309442.500000 Penalty: 2932.795166
	Iteration 7F: 3 clusters Score -2309442 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -2310264.250000 Penalty: 2932.795166
	Iteration 8F: 3 clusters Score -2310264 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -2311006.500000 Penalty: 2932.795166
	Iteration 9Q: 3 clusters Score -2311006 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -2311666.750000 Penalty: 2932.795166
	Iteration 10Q: 3 clusters Score -2311667 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -2312173.500000 Penalty: 2932.795166
	Iteration 11Q: 3 clusters Score -2312174 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -2312496.750000 Penalty: 2932.795166
	Iteration 12Q: 3 clusters Score -2312497 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2312692.000000 Penalty: 2932.795166
	Iteration 13Q: 3 clusters Score -2312692 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2312856.500000 Penalty: 2932.795166
	Iteration 14Q: 3 clusters Score -2312856 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2312961.250000 Penalty: 2932.795166
	Iteration 15Q: 3 clusters Score -2312961 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2313049.750000 Penalty: 2932.795166
	Iteration 16Q: 3 clusters Score -2313050 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2313093.750000 Penalty: 2932.795166
	Iteration 17Q: 3 clusters Score -2313094 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2313117.750000 Penalty: 2932.795166
	Iteration 18Q: 3 clusters Score -2313118 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2313137.250000 Penalty: 2932.795166
	Iteration 19Q: 3 clusters Score -2313137 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2313153.500000 Penalty: 2932.795166
	Iteration 20F: 3 clusters Score -2313154 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2313160.250000 Penalty: 2932.795166
	Iteration 21Q: 3 clusters Score -2313160 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2313178.750000 Penalty: 2932.795166
	Iteration 22Q: 3 clusters Score -2313179 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -2313187.250000 Penalty: 2932.795166
	Iteration 23Q: 3 clusters Score -2313187 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2313196.750000 Penalty: 2932.795166
	Iteration 24Q: 3 clusters Score -2313197 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2313200.500000 Penalty: 2932.795166
	Iteration 25Q: 3 clusters Score -2313200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2313212.500000 Penalty: 2932.795166
	Iteration 26Q: 3 clusters Score -2313212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2313217.250000 Penalty: 2932.795166
	Iteration 27Q: 3 clusters Score -2313217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2313216.500000 Penalty: 2932.795166
	Iteration 28Q: 3 clusters Score -2313216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2313219.750000 Penalty: 2932.795166
	Iteration 29Q: 3 clusters Score -2313220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2313222.750000 Penalty: 2932.795166
	Iteration 30Q: 3 clusters Score -2313223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2313226.500000 Penalty: 2932.795166
	Iteration 31Q: 3 clusters Score -2313226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2313230.500000 Penalty: 2932.795166
	Iteration 32Q: 3 clusters Score -2313230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2313236.000000 Penalty: 2932.795166
	Iteration 33Q: 3 clusters Score -2313236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2313243.500000 Penalty: 2932.795166
	Iteration 34Q: 3 clusters Score -2313244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2313249.750000 Penalty: 2932.795166
	Iteration 35Q: 3 clusters Score -2313250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2313251.250000 Penalty: 2932.795166
	Iteration 36Q: 3 clusters Score -2313251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2313251.250000 Penalty: 2932.795166
	Iteration 37Q: 3 clusters Score -2313251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -2313253.750000 Penalty: 2932.795166
	Iteration 38Q: 3 clusters Score -2313254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -2313254.250000 Penalty: 2932.795166
	Iteration 39Q: 3 clusters Score -2313254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2313259.250000 Penalty: 2932.795166
	Iteration 40F: 3 clusters Score -2313259 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2313267.000000 Penalty: 2932.795166
	Iteration 41Q: 3 clusters Score -2313267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2313270.750000 Penalty: 2932.795166
	Iteration 42Q: 3 clusters Score -2313271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2313279.000000 Penalty: 2932.795166
	Iteration 43Q: 3 clusters Score -2313279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2313277.500000 Penalty: 2932.795166
	Iteration 44Q: 3 clusters Score -2313278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2313279.000000 Penalty: 2932.795166
	Iteration 45Q: 3 clusters Score -2313279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2313279.000000 Penalty: 2932.795166
	Iteration 46F: 3 clusters Score -2313279 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (18816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Entering Unmasked Estep 
Score: -2387238.000000 Penalty: 1464.558472
	Iteration 0F: 2 clusters Score -2387238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -2374903.250000 Penalty: 2929.116943
	Iteration 0F: 3 clusters Score -2374903 nChanged 8238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -2379254.000000 Penalty: 2929.116943
	Iteration 1F: 3 clusters Score -2379254 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -2379822.000000 Penalty: 2929.116943
	Iteration 2F: 3 clusters Score -2379822 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -2380471.500000 Penalty: 2929.116943
	Iteration 3F: 3 clusters Score -2380472 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -2381253.750000 Penalty: 2929.116943
	Iteration 4F: 3 clusters Score -2381254 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -2382134.750000 Penalty: 2929.116943
	Iteration 5F: 3 clusters Score -2382135 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -2383059.750000 Penalty: 2929.116943
	Iteration 6F: 3 clusters Score -2383060 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -2383929.000000 Penalty: 2929.116943
	Iteration 7F: 3 clusters Score -2383929 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -2384720.250000 Penalty: 2929.116943
	Iteration 8Q: 3 clusters Score -2384720 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2385266.250000 Penalty: 2929.116943
	Iteration 9Q: 3 clusters Score -2385266 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2385587.750000 Penalty: 2929.116943
	Iteration 10Q: 3 clusters Score -2385588 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2385751.000000 Penalty: 2929.116943
	Iteration 11Q: 3 clusters Score -2385751 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2385838.500000 Penalty: 2929.116943
	Iteration 12Q: 3 clusters Score -2385838 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2385895.750000 Penalty: 2929.116943
	Iteration 13Q: 3 clusters Score -2385896 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2385946.500000 Penalty: 2929.116943
	Iteration 14Q: 3 clusters Score -2385946 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2385988.000000 Penalty: 2929.116943
	Iteration 15Q: 3 clusters Score -2385988 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2386012.750000 Penalty: 2929.116943
	Iteration 16Q: 3 clusters Score -2386013 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -2386035.000000 Penalty: 2929.116943
	Iteration 17Q: 3 clusters Score -2386035 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2386054.500000 Penalty: 2929.116943
	Iteration 18Q: 3 clusters Score -2386054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2386069.000000 Penalty: 2929.116943
	Iteration 19Q: 3 clusters Score -2386069 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2386087.250000 Penalty: 2929.116943
	Iteration 20F: 3 clusters Score -2386087 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2386106.750000 Penalty: 2929.116943
	Iteration 21Q: 3 clusters Score -2386107 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2386112.500000 Penalty: 2929.116943
	Iteration 22Q: 3 clusters Score -2386112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2386116.750000 Penalty: 2929.116943
	Iteration 23Q: 3 clusters Score -2386117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2386124.750000 Penalty: 2929.116943
	Iteration 24Q: 3 clusters Score -2386125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2386125.500000 Penalty: 2929.116943
	Iteration 25Q: 3 clusters Score -2386126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2386125.500000 Penalty: 2929.116943
	Iteration 26F: 3 clusters Score -2386126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (51706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51706 members 
Entering Unmasked Estep 
Score: -6570363.000000 Penalty: 1614.975342
	Iteration 0F: 2 clusters Score -6570363 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25730 members 
Mstep: Class 2 contains 25976 members 
Entering Unmasked Estep 
Score: -6537567.500000 Penalty: 3229.950684
	Iteration 0F: 3 clusters Score -6537568 nChanged 23850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24872 members 
Mstep: Class 2 contains 26834 members 
Entering Unmasked Estep 
Score: -6550804.500000 Penalty: 3229.950684
	Iteration 1F: 3 clusters Score -6550804 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24430 members 
Mstep: Class 2 contains 27276 members 
Entering Unmasked Estep 
Score: -6551431.500000 Penalty: 3229.950684
	Iteration 2Q: 3 clusters Score -6551432 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23781 members 
Mstep: Class 2 contains 27925 members 
Entering Unmasked Estep 
Score: -6551973.500000 Penalty: 3229.950684
	Iteration 3Q: 3 clusters Score -6551974 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22852 members 
Mstep: Class 2 contains 28854 members 
Entering Unmasked Estep 
Score: -6552541.500000 Penalty: 3229.950684
	Iteration 4Q: 3 clusters Score -6552542 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 30184 members 
Entering Unmasked Estep 
Score: -6553282.000000 Penalty: 3229.950684
	Iteration 5Q: 3 clusters Score -6553282 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 32049 members 
Entering Unmasked Estep 
Score: -6554242.500000 Penalty: 3229.950684
	Iteration 6Q: 3 clusters Score -6554242 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 34617 members 
Entering Unmasked Estep 
Score: -6555776.500000 Penalty: 3229.950684
	Iteration 7F: 3 clusters Score -6555776 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 37957 members 
Entering Unmasked Estep 
Score: -6557995.500000 Penalty: 3229.950684
	Iteration 8F: 3 clusters Score -6557996 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 41775 members 
Entering Unmasked Estep 
Score: -6560856.500000 Penalty: 3229.950684
	Iteration 9F: 3 clusters Score -6560856 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 45465 members 
Entering Unmasked Estep 
Score: -6563886.500000 Penalty: 3229.950684
	Iteration 10F: 3 clusters Score -6563886 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 48314 members 
Entering Unmasked Estep 
Score: -6566314.500000 Penalty: 3229.950684
	Iteration 11F: 3 clusters Score -6566314 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 50022 members 
Entering Unmasked Estep 
Score: -6567750.000000 Penalty: 3229.950684
	Iteration 12Q: 3 clusters Score -6567750 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 50813 members 
Entering Unmasked Estep 
Score: -6568402.500000 Penalty: 3229.950684
	Iteration 13Q: 3 clusters Score -6568402 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 51172 members 
Entering Unmasked Estep 
Score: -6568734.000000 Penalty: 3229.950684
	Iteration 14Q: 3 clusters Score -6568734 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 51301 members 
Entering Unmasked Estep 
Score: -6568896.500000 Penalty: 3229.950684
	Iteration 15Q: 3 clusters Score -6568896 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 51354 members 
Entering Unmasked Estep 
Score: -6568961.000000 Penalty: 3229.950684
	Iteration 16Q: 3 clusters Score -6568961 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 51387 members 
Entering Unmasked Estep 
Score: -6569018.000000 Penalty: 3229.950684
	Iteration 17Q: 3 clusters Score -6569018 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 51409 members 
Entering Unmasked Estep 
Score: -6569032.500000 Penalty: 3229.950684
	Iteration 18Q: 3 clusters Score -6569032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 51417 members 
Entering Unmasked Estep 
Score: -6569046.000000 Penalty: 3229.950684
	Iteration 19Q: 3 clusters Score -6569046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 51423 members 
Entering Unmasked Estep 
Score: -6569059.500000 Penalty: 3229.950684
	Iteration 20F: 3 clusters Score -6569060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 51427 members 
Entering Unmasked Estep 
Score: -6569064.000000 Penalty: 3229.950684
	Iteration 21Q: 3 clusters Score -6569064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 51430 members 
Entering Unmasked Estep 
Score: -6569062.500000 Penalty: 3229.950684
	Iteration 22Q: 3 clusters Score -6569062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 51432 members 
Entering Unmasked Estep 
Score: -6569068.500000 Penalty: 3229.950684
	Iteration 23Q: 3 clusters Score -6569068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 51436 members 
Entering Unmasked Estep 
Score: -6569075.000000 Penalty: 3229.950684
	Iteration 24Q: 3 clusters Score -6569075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 51437 members 
Entering Unmasked Estep 
Score: -6569082.500000 Penalty: 3229.950684
	Iteration 25Q: 3 clusters Score -6569082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 51438 members 
Entering Unmasked Estep 
Score: -6569080.500000 Penalty: 3229.950684
	Iteration 26Q: 3 clusters Score -6569080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 51438 members 
Entering Unmasked Estep 
Score: -6569080.500000 Penalty: 3229.950684
	Iteration 27F: 3 clusters Score -6569080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Entering Unmasked Estep 
Score: -301107.906250 Penalty: 1168.616455
	Iteration 0F: 2 clusters Score -301107.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -298885.468750 Penalty: 2337.232910
	Iteration 0F: 3 clusters Score -298885.5 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -299457.156250 Penalty: 2337.232910
	Iteration 1F: 3 clusters Score -299457.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -299590.531250 Penalty: 2337.232910
	Iteration 2F: 3 clusters Score -299590.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -299674.125000 Penalty: 2337.232910
	Iteration 3Q: 3 clusters Score -299674.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -299732.468750 Penalty: 2337.232910
	Iteration 4Q: 3 clusters Score -299732.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -299771.625000 Penalty: 2337.232910
	Iteration 5Q: 3 clusters Score -299771.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -299798.062500 Penalty: 2337.232910
	Iteration 6Q: 3 clusters Score -299798.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -299827.031250 Penalty: 2337.232910
	Iteration 7Q: 3 clusters Score -299827 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -299855.750000 Penalty: 2337.232910
	Iteration 8Q: 3 clusters Score -299855.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -299873.656250 Penalty: 2337.232910
	Iteration 9Q: 3 clusters Score -299873.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -299887.968750 Penalty: 2337.232910
	Iteration 10Q: 3 clusters Score -299888 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -299897.343750 Penalty: 2337.232910
	Iteration 11Q: 3 clusters Score -299897.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -299905.593750 Penalty: 2337.232910
	Iteration 12Q: 3 clusters Score -299905.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -299913.250000 Penalty: 2337.232910
	Iteration 13Q: 3 clusters Score -299913.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -299920.750000 Penalty: 2337.232910
	Iteration 14Q: 3 clusters Score -299920.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -299929.750000 Penalty: 2337.232910
	Iteration 15Q: 3 clusters Score -299929.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -299941.937500 Penalty: 2337.232910
	Iteration 16Q: 3 clusters Score -299941.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -299951.218750 Penalty: 2337.232910
	Iteration 17Q: 3 clusters Score -299951.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -299957.781250 Penalty: 2337.232910
	Iteration 18Q: 3 clusters Score -299957.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -299965.406250 Penalty: 2337.232910
	Iteration 19Q: 3 clusters Score -299965.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -299971.312500 Penalty: 2337.232910
	Iteration 20F: 3 clusters Score -299971.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -299978.156250 Penalty: 2337.232910
	Iteration 21Q: 3 clusters Score -299978.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -299985.656250 Penalty: 2337.232910
	Iteration 22Q: 3 clusters Score -299985.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -299991.968750 Penalty: 2337.232910
	Iteration 23Q: 3 clusters Score -299992 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -300000.437500 Penalty: 2337.232910
	Iteration 24Q: 3 clusters Score -300000.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -300005.281250 Penalty: 2337.232910
	Iteration 25Q: 3 clusters Score -300005.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -300011.343750 Penalty: 2337.232910
	Iteration 26Q: 3 clusters Score -300011.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -300016.500000 Penalty: 2337.232910
	Iteration 27Q: 3 clusters Score -300016.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -300022.062500 Penalty: 2337.232910
	Iteration 28Q: 3 clusters Score -300022.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -300025.656250 Penalty: 2337.232910
	Iteration 29Q: 3 clusters Score -300025.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -300028.593750 Penalty: 2337.232910
	Iteration 30Q: 3 clusters Score -300028.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -300032.218750 Penalty: 2337.232910
	Iteration 31Q: 3 clusters Score -300032.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -300035.593750 Penalty: 2337.232910
	Iteration 32Q: 3 clusters Score -300035.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -300038.968750 Penalty: 2337.232910
	Iteration 33Q: 3 clusters Score -300039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -300043.093750 Penalty: 2337.232910
	Iteration 34Q: 3 clusters Score -300043.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -300044.718750 Penalty: 2337.232910
	Iteration 35Q: 3 clusters Score -300044.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -300047.156250 Penalty: 2337.232910
	Iteration 36Q: 3 clusters Score -300047.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -300048.156250 Penalty: 2337.232910
	Iteration 37Q: 3 clusters Score -300048.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -300048.500000 Penalty: 2337.232910
	Iteration 38Q: 3 clusters Score -300048.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -300048.500000 Penalty: 2337.232910
	Iteration 39F: 3 clusters Score -300048.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Entering Unmasked Estep 
Score: -35818.488281 Penalty: 889.658203
	Iteration 0F: 2 clusters Score -35818.49 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 190 members 
Entering Unmasked Estep 
Score: -35034.644531 Penalty: 1779.316406
	Iteration 0F: 3 clusters Score -35034.64 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -35195.625000 Penalty: 1779.316406
	Iteration 1F: 3 clusters Score -35195.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -35252.574219 Penalty: 1779.316406
	Iteration 2Q: 3 clusters Score -35252.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -35268.769531 Penalty: 1779.316406
	Iteration 3Q: 3 clusters Score -35268.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -35283.097656 Penalty: 1779.316406
	Iteration 4Q: 3 clusters Score -35283.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -35296.816406 Penalty: 1779.316406
	Iteration 5Q: 3 clusters Score -35296.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -35300.847656 Penalty: 1779.316406
	Iteration 6Q: 3 clusters Score -35300.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -35309.980469 Penalty: 1779.316406
	Iteration 7Q: 3 clusters Score -35309.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -35318.078125 Penalty: 1779.316406
	Iteration 8Q: 3 clusters Score -35318.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -35321.707031 Penalty: 1779.316406
	Iteration 9Q: 3 clusters Score -35321.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -35321.707031 Penalty: 1779.316406
	Iteration 10F: 3 clusters Score -35321.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Entering Unmasked Estep 
Score: -700329.750000 Penalty: 1294.239624
	Iteration 0F: 2 clusters Score -700329.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -696072.437500 Penalty: 2588.479248
	Iteration 0F: 3 clusters Score -696072.4 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -697451.062500 Penalty: 2588.479248
	Iteration 1F: 3 clusters Score -697451.1 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -697715.500000 Penalty: 2588.479248
	Iteration 2F: 3 clusters Score -697715.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -697901.125000 Penalty: 2588.479248
	Iteration 3F: 3 clusters Score -697901.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -698051.812500 Penalty: 2588.479248
	Iteration 4Q: 3 clusters Score -698051.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -698180.125000 Penalty: 2588.479248
	Iteration 5Q: 3 clusters Score -698180.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -698287.125000 Penalty: 2588.479248
	Iteration 6Q: 3 clusters Score -698287.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -698368.312500 Penalty: 2588.479248
	Iteration 7Q: 3 clusters Score -698368.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -698454.000000 Penalty: 2588.479248
	Iteration 8Q: 3 clusters Score -698454 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -698540.000000 Penalty: 2588.479248
	Iteration 9Q: 3 clusters Score -698540 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -698595.750000 Penalty: 2588.479248
	Iteration 10Q: 3 clusters Score -698595.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -698644.812500 Penalty: 2588.479248
	Iteration 11Q: 3 clusters Score -698644.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -698685.625000 Penalty: 2588.479248
	Iteration 12Q: 3 clusters Score -698685.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -698725.937500 Penalty: 2588.479248
	Iteration 13Q: 3 clusters Score -698725.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -698764.562500 Penalty: 2588.479248
	Iteration 14Q: 3 clusters Score -698764.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -698801.250000 Penalty: 2588.479248
	Iteration 15Q: 3 clusters Score -698801.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -698831.250000 Penalty: 2588.479248
	Iteration 16Q: 3 clusters Score -698831.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -698861.875000 Penalty: 2588.479248
	Iteration 17Q: 3 clusters Score -698861.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -698898.812500 Penalty: 2588.479248
	Iteration 18Q: 3 clusters Score -698898.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -698932.625000 Penalty: 2588.479248
	Iteration 19Q: 3 clusters Score -698932.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -698968.687500 Penalty: 2588.479248
	Iteration 20F: 3 clusters Score -698968.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -699011.250000 Penalty: 2588.479248
	Iteration 21Q: 3 clusters Score -699011.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -699056.375000 Penalty: 2588.479248
	Iteration 22Q: 3 clusters Score -699056.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -699109.625000 Penalty: 2588.479248
	Iteration 23Q: 3 clusters Score -699109.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -699159.500000 Penalty: 2588.479248
	Iteration 24Q: 3 clusters Score -699159.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -699210.500000 Penalty: 2588.479248
	Iteration 25Q: 3 clusters Score -699210.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -699285.875000 Penalty: 2588.479248
	Iteration 26Q: 3 clusters Score -699285.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -699380.937500 Penalty: 2588.479248
	Iteration 27Q: 3 clusters Score -699380.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -699444.125000 Penalty: 2588.479248
	Iteration 28Q: 3 clusters Score -699444.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -699502.062500 Penalty: 2588.479248
	Iteration 29Q: 3 clusters Score -699502.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -699560.187500 Penalty: 2588.479248
	Iteration 30Q: 3 clusters Score -699560.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -699626.250000 Penalty: 2588.479248
	Iteration 31Q: 3 clusters Score -699626.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -699682.250000 Penalty: 2588.479248
	Iteration 32Q: 3 clusters Score -699682.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -699738.750000 Penalty: 2588.479248
	Iteration 33Q: 3 clusters Score -699738.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -699784.875000 Penalty: 2588.479248
	Iteration 34Q: 3 clusters Score -699784.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -699829.062500 Penalty: 2588.479248
	Iteration 35Q: 3 clusters Score -699829.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -699869.062500 Penalty: 2588.479248
	Iteration 36Q: 3 clusters Score -699869.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -699913.500000 Penalty: 2588.479248
	Iteration 37Q: 3 clusters Score -699913.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -699951.750000 Penalty: 2588.479248
	Iteration 38Q: 3 clusters Score -699951.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -699981.687500 Penalty: 2588.479248
	Iteration 39Q: 3 clusters Score -699981.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -700003.875000 Penalty: 2588.479248
	Iteration 40F: 3 clusters Score -700003.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -700015.562500 Penalty: 2588.479248
	Iteration 41Q: 3 clusters Score -700015.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -700020.125000 Penalty: 2588.479248
	Iteration 42Q: 3 clusters Score -700020.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -700023.312500 Penalty: 2588.479248
	Iteration 43Q: 3 clusters Score -700023.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -700024.562500 Penalty: 2588.479248
	Iteration 44Q: 3 clusters Score -700024.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -700027.000000 Penalty: 2588.479248
	Iteration 45Q: 3 clusters Score -700027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -700029.750000 Penalty: 2588.479248
	Iteration 46Q: 3 clusters Score -700029.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -700030.437500 Penalty: 2588.479248
	Iteration 47Q: 3 clusters Score -700030.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -700032.937500 Penalty: 2588.479248
	Iteration 48Q: 3 clusters Score -700032.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -700032.687500 Penalty: 2588.479248
	Iteration 49Q: 3 clusters Score -700032.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -700033.375000 Penalty: 2588.479248
	Iteration 50Q: 3 clusters Score -700033.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -700033.375000 Penalty: 2588.479248
	Iteration 51F: 3 clusters Score -700033.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Entering Unmasked Estep 
Score: -122333.625000 Penalty: 1035.981812
	Iteration 0F: 2 clusters Score -122333.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -121026.210938 Penalty: 2071.963623
	Iteration 0F: 3 clusters Score -121026.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -121303.203125 Penalty: 2071.963623
	Iteration 1F: 3 clusters Score -121303.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -121391.078125 Penalty: 2071.963623
	Iteration 2F: 3 clusters Score -121391.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -121433.882812 Penalty: 2071.963623
	Iteration 3Q: 3 clusters Score -121433.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -121455.203125 Penalty: 2071.963623
	Iteration 4Q: 3 clusters Score -121455.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -121470.687500 Penalty: 2071.963623
	Iteration 5Q: 3 clusters Score -121470.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -121477.140625 Penalty: 2071.963623
	Iteration 6Q: 3 clusters Score -121477.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -121483.109375 Penalty: 2071.963623
	Iteration 7Q: 3 clusters Score -121483.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -121489.367188 Penalty: 2071.963623
	Iteration 8Q: 3 clusters Score -121489.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -121497.960938 Penalty: 2071.963623
	Iteration 9Q: 3 clusters Score -121498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -121502.257812 Penalty: 2071.963623
	Iteration 10Q: 3 clusters Score -121502.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -121505.640625 Penalty: 2071.963623
	Iteration 11Q: 3 clusters Score -121505.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -121505.640625 Penalty: 2071.963623
	Iteration 12F: 3 clusters Score -121505.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (9488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Entering Unmasked Estep 
Score: -1203121.500000 Penalty: 1362.678223
	Iteration 0F: 2 clusters Score -1203122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1196699.750000 Penalty: 2725.356445
	Iteration 0F: 3 clusters Score -1196700 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1198831.000000 Penalty: 2725.356445
	Iteration 1F: 3 clusters Score -1198831 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1199108.375000 Penalty: 2725.356445
	Iteration 2F: 3 clusters Score -1199108 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1199281.500000 Penalty: 2725.356445
	Iteration 3Q: 3 clusters Score -1199282 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1199385.000000 Penalty: 2725.356445
	Iteration 4Q: 3 clusters Score -1199385 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1199460.375000 Penalty: 2725.356445
	Iteration 5Q: 3 clusters Score -1199460 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1199526.750000 Penalty: 2725.356445
	Iteration 6Q: 3 clusters Score -1199527 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1199571.625000 Penalty: 2725.356445
	Iteration 7Q: 3 clusters Score -1199572 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1199613.250000 Penalty: 2725.356445
	Iteration 8Q: 3 clusters Score -1199613 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1199662.250000 Penalty: 2725.356445
	Iteration 9Q: 3 clusters Score -1199662 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1199711.875000 Penalty: 2725.356445
	Iteration 10Q: 3 clusters Score -1199712 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1199764.875000 Penalty: 2725.356445
	Iteration 11Q: 3 clusters Score -1199765 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1199815.375000 Penalty: 2725.356445
	Iteration 12Q: 3 clusters Score -1199815 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1199874.250000 Penalty: 2725.356445
	Iteration 13Q: 3 clusters Score -1199874 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1199932.625000 Penalty: 2725.356445
	Iteration 14Q: 3 clusters Score -1199933 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1200010.000000 Penalty: 2725.356445
	Iteration 15Q: 3 clusters Score -1200010 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1200111.125000 Penalty: 2725.356445
	Iteration 16Q: 3 clusters Score -1200111 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1200249.500000 Penalty: 2725.356445
	Iteration 17Q: 3 clusters Score -1200250 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1200416.875000 Penalty: 2725.356445
	Iteration 18Q: 3 clusters Score -1200417 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1200610.625000 Penalty: 2725.356445
	Iteration 19Q: 3 clusters Score -1200611 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1200859.375000 Penalty: 2725.356445
	Iteration 20F: 3 clusters Score -1200859 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1201110.875000 Penalty: 2725.356445
	Iteration 21Q: 3 clusters Score -1201111 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1201351.875000 Penalty: 2725.356445
	Iteration 22Q: 3 clusters Score -1201352 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1201571.625000 Penalty: 2725.356445
	Iteration 23Q: 3 clusters Score -1201572 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1201718.125000 Penalty: 2725.356445
	Iteration 24Q: 3 clusters Score -1201718 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1201812.750000 Penalty: 2725.356445
	Iteration 25Q: 3 clusters Score -1201813 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1201870.500000 Penalty: 2725.356445
	Iteration 26Q: 3 clusters Score -1201870 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1201914.375000 Penalty: 2725.356445
	Iteration 27Q: 3 clusters Score -1201914 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1201950.125000 Penalty: 2725.356445
	Iteration 28Q: 3 clusters Score -1201950 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1201979.125000 Penalty: 2725.356445
	Iteration 29Q: 3 clusters Score -1201979 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1201997.625000 Penalty: 2725.356445
	Iteration 30Q: 3 clusters Score -1201998 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1202006.625000 Penalty: 2725.356445
	Iteration 31Q: 3 clusters Score -1202007 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1202014.250000 Penalty: 2725.356445
	Iteration 32Q: 3 clusters Score -1202014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1202021.500000 Penalty: 2725.356445
	Iteration 33Q: 3 clusters Score -1202022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -1202028.875000 Penalty: 2725.356445
	Iteration 34Q: 3 clusters Score -1202029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1202034.000000 Penalty: 2725.356445
	Iteration 35Q: 3 clusters Score -1202034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1202036.875000 Penalty: 2725.356445
	Iteration 36Q: 3 clusters Score -1202037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1202037.625000 Penalty: 2725.356445
	Iteration 37Q: 3 clusters Score -1202038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1202037.750000 Penalty: 2725.356445
	Iteration 38Q: 3 clusters Score -1202038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1202038.625000 Penalty: 2725.356445
	Iteration 39Q: 3 clusters Score -1202039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1202039.000000 Penalty: 2725.356445
	Iteration 40F: 3 clusters Score -1202039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1202041.125000 Penalty: 2725.356445
	Iteration 41Q: 3 clusters Score -1202041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -1202040.750000 Penalty: 2725.356445
	Iteration 42Q: 3 clusters Score -1202041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1202043.125000 Penalty: 2725.356445
	Iteration 43Q: 3 clusters Score -1202043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1202045.750000 Penalty: 2725.356445
	Iteration 44Q: 3 clusters Score -1202046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1202047.125000 Penalty: 2725.356445
	Iteration 45Q: 3 clusters Score -1202047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -1202053.375000 Penalty: 2725.356445
	Iteration 46Q: 3 clusters Score -1202053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -1202054.250000 Penalty: 2725.356445
	Iteration 47Q: 3 clusters Score -1202054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -1202054.250000 Penalty: 2725.356445
	Iteration 48F: 3 clusters Score -1202054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (22031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22031 members 
Entering Unmasked Estep 
Score: -2787737.250000 Penalty: 1488.030640
	Iteration 0F: 2 clusters Score -2787737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -2773297.000000 Penalty: 2976.061279
	Iteration 0F: 3 clusters Score -2773297 nChanged 9804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -2778495.500000 Penalty: 2976.061279
	Iteration 1F: 3 clusters Score -2778496 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -2778888.750000 Penalty: 2976.061279
	Iteration 2F: 3 clusters Score -2778889 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -2779250.750000 Penalty: 2976.061279
	Iteration 3Q: 3 clusters Score -2779251 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -2779561.750000 Penalty: 2976.061279
	Iteration 4Q: 3 clusters Score -2779562 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -2779827.250000 Penalty: 2976.061279
	Iteration 5Q: 3 clusters Score -2779827 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -2780118.500000 Penalty: 2976.061279
	Iteration 6Q: 3 clusters Score -2780118 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -2780446.750000 Penalty: 2976.061279
	Iteration 7Q: 3 clusters Score -2780447 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -2780798.750000 Penalty: 2976.061279
	Iteration 8Q: 3 clusters Score -2780799 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -2781148.000000 Penalty: 2976.061279
	Iteration 9Q: 3 clusters Score -2781148 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -2781548.750000 Penalty: 2976.061279
	Iteration 10Q: 3 clusters Score -2781549 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -2781932.500000 Penalty: 2976.061279
	Iteration 11Q: 3 clusters Score -2781932 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -2782284.500000 Penalty: 2976.061279
	Iteration 12Q: 3 clusters Score -2782284 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -2782617.750000 Penalty: 2976.061279
	Iteration 13Q: 3 clusters Score -2782618 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -2782934.750000 Penalty: 2976.061279
	Iteration 14Q: 3 clusters Score -2782935 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -2783204.250000 Penalty: 2976.061279
	Iteration 15Q: 3 clusters Score -2783204 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -2783422.500000 Penalty: 2976.061279
	Iteration 16Q: 3 clusters Score -2783422 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -2783587.500000 Penalty: 2976.061279
	Iteration 17Q: 3 clusters Score -2783588 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -2783742.000000 Penalty: 2976.061279
	Iteration 18Q: 3 clusters Score -2783742 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -2783890.500000 Penalty: 2976.061279
	Iteration 19Q: 3 clusters Score -2783890 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -2784038.000000 Penalty: 2976.061279
	Iteration 20F: 3 clusters Score -2784038 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -2784213.000000 Penalty: 2976.061279
	Iteration 21Q: 3 clusters Score -2784213 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -2784414.250000 Penalty: 2976.061279
	Iteration 22Q: 3 clusters Score -2784414 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -2784626.250000 Penalty: 2976.061279
	Iteration 23Q: 3 clusters Score -2784626 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -2784825.750000 Penalty: 2976.061279
	Iteration 24Q: 3 clusters Score -2784826 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -2785055.500000 Penalty: 2976.061279
	Iteration 25Q: 3 clusters Score -2785056 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -2785264.750000 Penalty: 2976.061279
	Iteration 26Q: 3 clusters Score -2785265 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -2785495.250000 Penalty: 2976.061279
	Iteration 27Q: 3 clusters Score -2785495 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -2785705.750000 Penalty: 2976.061279
	Iteration 28Q: 3 clusters Score -2785706 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -2785897.000000 Penalty: 2976.061279
	Iteration 29Q: 3 clusters Score -2785897 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -2786052.500000 Penalty: 2976.061279
	Iteration 30Q: 3 clusters Score -2786052 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 19116 members 
Entering Unmasked Estep 
Score: -2786219.250000 Penalty: 2976.061279
	Iteration 31Q: 3 clusters Score -2786219 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -2786330.000000 Penalty: 2976.061279
	Iteration 32Q: 3 clusters Score -2786330 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -2786435.000000 Penalty: 2976.061279
	Iteration 33Q: 3 clusters Score -2786435 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -2786493.250000 Penalty: 2976.061279
	Iteration 34Q: 3 clusters Score -2786493 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -2786553.500000 Penalty: 2976.061279
	Iteration 35Q: 3 clusters Score -2786554 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -2786589.250000 Penalty: 2976.061279
	Iteration 36Q: 3 clusters Score -2786589 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -2786630.250000 Penalty: 2976.061279
	Iteration 37Q: 3 clusters Score -2786630 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
Score: -2786677.000000 Penalty: 2976.061279
	Iteration 38Q: 3 clusters Score -2786677 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -2786714.000000 Penalty: 2976.061279
	Iteration 39Q: 3 clusters Score -2786714 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -2786746.000000 Penalty: 2976.061279
	Iteration 40F: 3 clusters Score -2786746 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -2786771.500000 Penalty: 2976.061279
	Iteration 41Q: 3 clusters Score -2786772 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 20521 members 
Entering Unmasked Estep 
Score: -2786787.000000 Penalty: 2976.061279
	Iteration 42Q: 3 clusters Score -2786787 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -2786804.750000 Penalty: 2976.061279
	Iteration 43Q: 3 clusters Score -2786805 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -2786828.750000 Penalty: 2976.061279
	Iteration 44Q: 3 clusters Score -2786829 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -2786841.750000 Penalty: 2976.061279
	Iteration 45Q: 3 clusters Score -2786842 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -2786849.500000 Penalty: 2976.061279
	Iteration 46Q: 3 clusters Score -2786850 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 20674 members 
Entering Unmasked Estep 
Score: -2786859.500000 Penalty: 2976.061279
	Iteration 47Q: 3 clusters Score -2786860 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -2786858.500000 Penalty: 2976.061279
	Iteration 48Q: 3 clusters Score -2786858 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -2786865.250000 Penalty: 2976.061279
	Iteration 49Q: 3 clusters Score -2786865 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -2786872.250000 Penalty: 2976.061279
	Iteration 50Q: 3 clusters Score -2786872 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 20741 members 
Entering Unmasked Estep 
Score: -2786875.250000 Penalty: 2976.061279
	Iteration 51Q: 3 clusters Score -2786875 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -2786875.500000 Penalty: 2976.061279
	Iteration 52Q: 3 clusters Score -2786876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -2786877.250000 Penalty: 2976.061279
	Iteration 53Q: 3 clusters Score -2786877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 20759 members 
Entering Unmasked Estep 
Score: -2786880.000000 Penalty: 2976.061279
	Iteration 54Q: 3 clusters Score -2786880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -2786884.500000 Penalty: 2976.061279
	Iteration 55Q: 3 clusters Score -2786884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -2786885.750000 Penalty: 2976.061279
	Iteration 56Q: 3 clusters Score -2786886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -2786883.250000 Penalty: 2976.061279
	Iteration 57Q: 3 clusters Score -2786883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -2786884.250000 Penalty: 2976.061279
	Iteration 58Q: 3 clusters Score -2786884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
Score: -2786886.250000 Penalty: 2976.061279
	Iteration 59Q: 3 clusters Score -2786886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
Score: -2786890.250000 Penalty: 2976.061279
	Iteration 60F: 3 clusters Score -2786890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
Score: -2786890.500000 Penalty: 2976.061279
	Iteration 61Q: 3 clusters Score -2786890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
Score: -2786890.500000 Penalty: 2976.061279
	Iteration 62F: 3 clusters Score -2786890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (11463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Entering Unmasked Estep 
Score: -1530608.625000 Penalty: 1390.815796
	Iteration 0F: 2 clusters Score -1530609 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1522932.500000 Penalty: 2781.631592
	Iteration 0F: 3 clusters Score -1522932 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1525446.500000 Penalty: 2781.631592
	Iteration 1F: 3 clusters Score -1525446 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1525723.125000 Penalty: 2781.631592
	Iteration 2F: 3 clusters Score -1525723 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1525897.625000 Penalty: 2781.631592
	Iteration 3Q: 3 clusters Score -1525898 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1526035.000000 Penalty: 2781.631592
	Iteration 4Q: 3 clusters Score -1526035 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1526150.125000 Penalty: 2781.631592
	Iteration 5Q: 3 clusters Score -1526150 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1526255.500000 Penalty: 2781.631592
	Iteration 6Q: 3 clusters Score -1526256 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1526368.500000 Penalty: 2781.631592
	Iteration 7Q: 3 clusters Score -1526368 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1526471.375000 Penalty: 2781.631592
	Iteration 8Q: 3 clusters Score -1526471 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1526571.875000 Penalty: 2781.631592
	Iteration 9Q: 3 clusters Score -1526572 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1526689.625000 Penalty: 2781.631592
	Iteration 10Q: 3 clusters Score -1526690 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -1526835.375000 Penalty: 2781.631592
	Iteration 11Q: 3 clusters Score -1526835 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1527005.500000 Penalty: 2781.631592
	Iteration 12Q: 3 clusters Score -1527006 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1527192.625000 Penalty: 2781.631592
	Iteration 13Q: 3 clusters Score -1527193 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1527421.500000 Penalty: 2781.631592
	Iteration 14Q: 3 clusters Score -1527422 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1527653.000000 Penalty: 2781.631592
	Iteration 15Q: 3 clusters Score -1527653 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1527915.000000 Penalty: 2781.631592
	Iteration 16Q: 3 clusters Score -1527915 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1528161.500000 Penalty: 2781.631592
	Iteration 17Q: 3 clusters Score -1528162 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1528347.875000 Penalty: 2781.631592
	Iteration 18Q: 3 clusters Score -1528348 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1528499.000000 Penalty: 2781.631592
	Iteration 19Q: 3 clusters Score -1528499 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1528654.875000 Penalty: 2781.631592
	Iteration 20F: 3 clusters Score -1528655 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1528813.250000 Penalty: 2781.631592
	Iteration 21Q: 3 clusters Score -1528813 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1528936.375000 Penalty: 2781.631592
	Iteration 22Q: 3 clusters Score -1528936 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -1529074.625000 Penalty: 2781.631592
	Iteration 23Q: 3 clusters Score -1529075 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1529172.500000 Penalty: 2781.631592
	Iteration 24Q: 3 clusters Score -1529172 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -1529243.375000 Penalty: 2781.631592
	Iteration 25Q: 3 clusters Score -1529243 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -1529289.750000 Penalty: 2781.631592
	Iteration 26Q: 3 clusters Score -1529290 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -1529328.250000 Penalty: 2781.631592
	Iteration 27Q: 3 clusters Score -1529328 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -1529363.625000 Penalty: 2781.631592
	Iteration 28Q: 3 clusters Score -1529364 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -1529387.250000 Penalty: 2781.631592
	Iteration 29Q: 3 clusters Score -1529387 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -1529399.125000 Penalty: 2781.631592
	Iteration 30Q: 3 clusters Score -1529399 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -1529413.750000 Penalty: 2781.631592
	Iteration 31Q: 3 clusters Score -1529414 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -1529426.500000 Penalty: 2781.631592
	Iteration 32Q: 3 clusters Score -1529426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -1529434.625000 Penalty: 2781.631592
	Iteration 33Q: 3 clusters Score -1529435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -1529438.125000 Penalty: 2781.631592
	Iteration 34Q: 3 clusters Score -1529438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -1529444.250000 Penalty: 2781.631592
	Iteration 35Q: 3 clusters Score -1529444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -1529449.750000 Penalty: 2781.631592
	Iteration 36Q: 3 clusters Score -1529450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -1529452.500000 Penalty: 2781.631592
	Iteration 37Q: 3 clusters Score -1529452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -1529456.625000 Penalty: 2781.631592
	Iteration 38Q: 3 clusters Score -1529457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -1529458.875000 Penalty: 2781.631592
	Iteration 39Q: 3 clusters Score -1529459 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -1529458.875000 Penalty: 2781.631592
	Iteration 40F: 3 clusters Score -1529459 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (47484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47484 members 
Entering Unmasked Estep 
Score: -6025104.000000 Penalty: 1602.300537
	Iteration 0F: 2 clusters Score -6025104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23644 members 
Mstep: Class 2 contains 23840 members 
Entering Unmasked Estep 
Score: -5994732.000000 Penalty: 3204.601074
	Iteration 0F: 3 clusters Score -5994732 nChanged 21886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 24910 members 
Entering Unmasked Estep 
Score: -6006760.500000 Penalty: 3204.601074
	Iteration 1F: 3 clusters Score -6006760 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21851 members 
Mstep: Class 2 contains 25633 members 
Entering Unmasked Estep 
Score: -6007304.500000 Penalty: 3204.601074
	Iteration 2Q: 3 clusters Score -6007304 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20850 members 
Mstep: Class 2 contains 26634 members 
Entering Unmasked Estep 
Score: -6007890.000000 Penalty: 3204.601074
	Iteration 3Q: 3 clusters Score -6007890 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 28043 members 
Entering Unmasked Estep 
Score: -6008578.500000 Penalty: 3204.601074
	Iteration 4Q: 3 clusters Score -6008578 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 29953 members 
Entering Unmasked Estep 
Score: -6009588.000000 Penalty: 3204.601074
	Iteration 5Q: 3 clusters Score -6009588 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 32501 members 
Entering Unmasked Estep 
Score: -6011060.500000 Penalty: 3204.601074
	Iteration 6F: 3 clusters Score -6011060 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 35638 members 
Entering Unmasked Estep 
Score: -6013254.000000 Penalty: 3204.601074
	Iteration 7F: 3 clusters Score -6013254 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 39221 members 
Entering Unmasked Estep 
Score: -6016252.500000 Penalty: 3204.601074
	Iteration 8F: 3 clusters Score -6016252 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 42686 members 
Entering Unmasked Estep 
Score: -6019414.000000 Penalty: 3204.601074
	Iteration 9F: 3 clusters Score -6019414 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 45168 members 
Entering Unmasked Estep 
Score: -6021733.000000 Penalty: 3204.601074
	Iteration 10F: 3 clusters Score -6021733 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 46475 members 
Entering Unmasked Estep 
Score: -6022919.500000 Penalty: 3204.601074
	Iteration 11Q: 3 clusters Score -6022920 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 46963 members 
Entering Unmasked Estep 
Score: -6023417.500000 Penalty: 3204.601074
	Iteration 12Q: 3 clusters Score -6023418 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 47126 members 
Entering Unmasked Estep 
Score: -6023619.000000 Penalty: 3204.601074
	Iteration 13Q: 3 clusters Score -6023619 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 47187 members 
Entering Unmasked Estep 
Score: -6023690.500000 Penalty: 3204.601074
	Iteration 14Q: 3 clusters Score -6023690 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 47212 members 
Entering Unmasked Estep 
Score: -6023725.500000 Penalty: 3204.601074
	Iteration 15Q: 3 clusters Score -6023726 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 47222 members 
Entering Unmasked Estep 
Score: -6023744.000000 Penalty: 3204.601074
	Iteration 16Q: 3 clusters Score -6023744 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 47235 members 
Entering Unmasked Estep 
Score: -6023761.500000 Penalty: 3204.601074
	Iteration 17Q: 3 clusters Score -6023762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 47241 members 
Entering Unmasked Estep 
Score: -6023773.500000 Penalty: 3204.601074
	Iteration 18Q: 3 clusters Score -6023774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 47243 members 
Entering Unmasked Estep 
Score: -6023782.500000 Penalty: 3204.601074
	Iteration 19Q: 3 clusters Score -6023782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 47245 members 
Entering Unmasked Estep 
Score: -6023781.500000 Penalty: 3204.601074
	Iteration 20F: 3 clusters Score -6023782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 47247 members 
Entering Unmasked Estep 
Score: -6023786.000000 Penalty: 3204.601074
	Iteration 21Q: 3 clusters Score -6023786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 47249 members 
Entering Unmasked Estep 
Score: -6023788.000000 Penalty: 3204.601074
	Iteration 22Q: 3 clusters Score -6023788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 47251 members 
Entering Unmasked Estep 
Score: -6023790.500000 Penalty: 3204.601074
	Iteration 23Q: 3 clusters Score -6023790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 47252 members 
Entering Unmasked Estep 
Score: -6023793.000000 Penalty: 3204.601074
	Iteration 24Q: 3 clusters Score -6023793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 47253 members 
Entering Unmasked Estep 
Score: -6023793.500000 Penalty: 3204.601074
	Iteration 25Q: 3 clusters Score -6023794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 47253 members 
Entering Unmasked Estep 
Score: -6023793.500000 Penalty: 3204.601074
	Iteration 26F: 3 clusters Score -6023794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Entering Unmasked Estep 
Score: -16287.263672 Penalty: 750.461670
	Iteration 0F: 2 clusters Score -16287.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -15780.565430 Penalty: 1500.923340
	Iteration 0F: 3 clusters Score -15780.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -15824.100586 Penalty: 1500.923340
	Iteration 1F: 3 clusters Score -15824.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -15829.000977 Penalty: 1500.923340
	Iteration 2Q: 3 clusters Score -15829 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -15829.000977 Penalty: 1500.923340
	Iteration 3F: 3 clusters Score -15829 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Entering Unmasked Estep 
Score: -29082.914062 Penalty: 912.326538
	Iteration 0F: 2 clusters Score -29082.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -28318.033203 Penalty: 1824.653076
	Iteration 0F: 3 clusters Score -28318.03 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -28652.871094 Penalty: 1824.653076
	Iteration 1F: 3 clusters Score -28652.87 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -28774.876953 Penalty: 1824.653076
	Iteration 2F: 3 clusters Score -28774.88 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -28936.019531 Penalty: 1824.653076
	Iteration 3Q: 3 clusters Score -28936.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -28991.910156 Penalty: 1824.653076
	Iteration 4Q: 3 clusters Score -28991.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -29000.259766 Penalty: 1824.653076
	Iteration 5Q: 3 clusters Score -29000.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -29007.468750 Penalty: 1824.653076
	Iteration 6Q: 3 clusters Score -29007.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -29012.826172 Penalty: 1824.653076
	Iteration 7Q: 3 clusters Score -29012.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -29012.826172 Penalty: 1824.653076
	Iteration 8F: 3 clusters Score -29012.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (5739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Entering Unmasked Estep 
Score: -726541.187500 Penalty: 1287.870117
	Iteration 0F: 2 clusters Score -726541.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -722396.437500 Penalty: 2575.740234
	Iteration 0F: 3 clusters Score -722396.4 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -723648.062500 Penalty: 2575.740234
	Iteration 1F: 3 clusters Score -723648.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -723852.937500 Penalty: 2575.740234
	Iteration 2F: 3 clusters Score -723852.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -723970.312500 Penalty: 2575.740234
	Iteration 3Q: 3 clusters Score -723970.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -724053.187500 Penalty: 2575.740234
	Iteration 4Q: 3 clusters Score -724053.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -724117.375000 Penalty: 2575.740234
	Iteration 5Q: 3 clusters Score -724117.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -724162.687500 Penalty: 2575.740234
	Iteration 6Q: 3 clusters Score -724162.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -724192.062500 Penalty: 2575.740234
	Iteration 7Q: 3 clusters Score -724192.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -724213.312500 Penalty: 2575.740234
	Iteration 8Q: 3 clusters Score -724213.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -724240.125000 Penalty: 2575.740234
	Iteration 9Q: 3 clusters Score -724240.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -724258.937500 Penalty: 2575.740234
	Iteration 10Q: 3 clusters Score -724258.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -724282.125000 Penalty: 2575.740234
	Iteration 11Q: 3 clusters Score -724282.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -724296.250000 Penalty: 2575.740234
	Iteration 12Q: 3 clusters Score -724296.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -724309.750000 Penalty: 2575.740234
	Iteration 13Q: 3 clusters Score -724309.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -724318.937500 Penalty: 2575.740234
	Iteration 14Q: 3 clusters Score -724318.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -724336.750000 Penalty: 2575.740234
	Iteration 15Q: 3 clusters Score -724336.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -724352.375000 Penalty: 2575.740234
	Iteration 16Q: 3 clusters Score -724352.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -724366.562500 Penalty: 2575.740234
	Iteration 17Q: 3 clusters Score -724366.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -724384.500000 Penalty: 2575.740234
	Iteration 18Q: 3 clusters Score -724384.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -724408.812500 Penalty: 2575.740234
	Iteration 19Q: 3 clusters Score -724408.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -724434.437500 Penalty: 2575.740234
	Iteration 20F: 3 clusters Score -724434.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -724462.625000 Penalty: 2575.740234
	Iteration 21Q: 3 clusters Score -724462.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -724488.812500 Penalty: 2575.740234
	Iteration 22Q: 3 clusters Score -724488.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -724519.625000 Penalty: 2575.740234
	Iteration 23Q: 3 clusters Score -724519.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -724546.687500 Penalty: 2575.740234
	Iteration 24Q: 3 clusters Score -724546.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -724587.125000 Penalty: 2575.740234
	Iteration 25Q: 3 clusters Score -724587.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -724633.500000 Penalty: 2575.740234
	Iteration 26Q: 3 clusters Score -724633.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -724670.062500 Penalty: 2575.740234
	Iteration 27Q: 3 clusters Score -724670.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -724705.312500 Penalty: 2575.740234
	Iteration 28Q: 3 clusters Score -724705.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -724745.562500 Penalty: 2575.740234
	Iteration 29Q: 3 clusters Score -724745.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -724791.187500 Penalty: 2575.740234
	Iteration 30Q: 3 clusters Score -724791.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -724852.000000 Penalty: 2575.740234
	Iteration 31Q: 3 clusters Score -724852 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -724909.750000 Penalty: 2575.740234
	Iteration 32Q: 3 clusters Score -724909.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -724975.937500 Penalty: 2575.740234
	Iteration 33Q: 3 clusters Score -724975.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -725044.250000 Penalty: 2575.740234
	Iteration 34Q: 3 clusters Score -725044.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -725118.187500 Penalty: 2575.740234
	Iteration 35Q: 3 clusters Score -725118.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -725185.250000 Penalty: 2575.740234
	Iteration 36Q: 3 clusters Score -725185.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -725251.750000 Penalty: 2575.740234
	Iteration 37Q: 3 clusters Score -725251.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -725294.625000 Penalty: 2575.740234
	Iteration 38Q: 3 clusters Score -725294.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -725326.375000 Penalty: 2575.740234
	Iteration 39Q: 3 clusters Score -725326.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -725355.750000 Penalty: 2575.740234
	Iteration 40F: 3 clusters Score -725355.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -725381.250000 Penalty: 2575.740234
	Iteration 41Q: 3 clusters Score -725381.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -725397.312500 Penalty: 2575.740234
	Iteration 42Q: 3 clusters Score -725397.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -725422.000000 Penalty: 2575.740234
	Iteration 43Q: 3 clusters Score -725422 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -725439.625000 Penalty: 2575.740234
	Iteration 44Q: 3 clusters Score -725439.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -725453.375000 Penalty: 2575.740234
	Iteration 45Q: 3 clusters Score -725453.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -725460.562500 Penalty: 2575.740234
	Iteration 46Q: 3 clusters Score -725460.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -725471.937500 Penalty: 2575.740234
	Iteration 47Q: 3 clusters Score -725471.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -725476.187500 Penalty: 2575.740234
	Iteration 48Q: 3 clusters Score -725476.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -725481.187500 Penalty: 2575.740234
	Iteration 49Q: 3 clusters Score -725481.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -725488.000000 Penalty: 2575.740234
	Iteration 50Q: 3 clusters Score -725488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -725491.250000 Penalty: 2575.740234
	Iteration 51Q: 3 clusters Score -725491.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -725492.437500 Penalty: 2575.740234
	Iteration 52Q: 3 clusters Score -725492.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -725492.937500 Penalty: 2575.740234
	Iteration 53Q: 3 clusters Score -725492.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -725492.937500 Penalty: 2575.740234
	Iteration 54F: 3 clusters Score -725492.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Entering Unmasked Estep 
Score: -43915.148438 Penalty: 923.238220
	Iteration 0F: 2 clusters Score -43915.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -42998.937500 Penalty: 1846.476440
	Iteration 0F: 3 clusters Score -42998.94 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -43213.515625 Penalty: 1846.476440
	Iteration 1F: 3 clusters Score -43213.52 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -43306.878906 Penalty: 1846.476440
	Iteration 2F: 3 clusters Score -43306.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -43357.906250 Penalty: 1846.476440
	Iteration 3Q: 3 clusters Score -43357.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -43375.394531 Penalty: 1846.476440
	Iteration 4Q: 3 clusters Score -43375.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -43397.562500 Penalty: 1846.476440
	Iteration 5Q: 3 clusters Score -43397.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -43405.585938 Penalty: 1846.476440
	Iteration 6Q: 3 clusters Score -43405.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -43410.835938 Penalty: 1846.476440
	Iteration 7Q: 3 clusters Score -43410.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -43425.742188 Penalty: 1846.476440
	Iteration 8Q: 3 clusters Score -43425.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -43437.675781 Penalty: 1846.476440
	Iteration 9Q: 3 clusters Score -43437.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -43444.429688 Penalty: 1846.476440
	Iteration 10Q: 3 clusters Score -43444.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -43457.179688 Penalty: 1846.476440
	Iteration 11Q: 3 clusters Score -43457.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -43475.261719 Penalty: 1846.476440
	Iteration 12Q: 3 clusters Score -43475.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -43482.113281 Penalty: 1846.476440
	Iteration 13Q: 3 clusters Score -43482.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -43484.242188 Penalty: 1846.476440
	Iteration 14Q: 3 clusters Score -43484.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -43485.675781 Penalty: 1846.476440
	Iteration 15Q: 3 clusters Score -43485.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -43485.675781 Penalty: 1846.476440
	Iteration 16F: 3 clusters Score -43485.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Entering Unmasked Estep 
Score: -123947.906250 Penalty: 1036.403931
	Iteration 0F: 2 clusters Score -123947.9 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 501 members 
Entering Unmasked Estep 
Score: -122614.742188 Penalty: 2072.807861
	Iteration 0F: 3 clusters Score -122614.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -122879.687500 Penalty: 2072.807861
	Iteration 1F: 3 clusters Score -122879.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -122973.343750 Penalty: 2072.807861
	Iteration 2F: 3 clusters Score -122973.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -123041.515625 Penalty: 2072.807861
	Iteration 3Q: 3 clusters Score -123041.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -123085.640625 Penalty: 2072.807861
	Iteration 4Q: 3 clusters Score -123085.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -123118.218750 Penalty: 2072.807861
	Iteration 5Q: 3 clusters Score -123118.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -123138.234375 Penalty: 2072.807861
	Iteration 6Q: 3 clusters Score -123138.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -123155.835938 Penalty: 2072.807861
	Iteration 7Q: 3 clusters Score -123155.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -123169.468750 Penalty: 2072.807861
	Iteration 8Q: 3 clusters Score -123169.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -123172.960938 Penalty: 2072.807861
	Iteration 9Q: 3 clusters Score -123173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -123176.070312 Penalty: 2072.807861
	Iteration 10Q: 3 clusters Score -123176.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -123178.203125 Penalty: 2072.807861
	Iteration 11Q: 3 clusters Score -123178.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -123180.109375 Penalty: 2072.807861
	Iteration 12Q: 3 clusters Score -123180.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -123181.585938 Penalty: 2072.807861
	Iteration 13Q: 3 clusters Score -123181.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -123182.335938 Penalty: 2072.807861
	Iteration 14Q: 3 clusters Score -123182.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -123182.335938 Penalty: 2072.807861
	Iteration 15F: 3 clusters Score -123182.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (60051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60051 members 
Entering Unmasked Estep 
Score: -7636747.000000 Penalty: 1637.238892
	Iteration 0F: 2 clusters Score -7636747 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29907 members 
Mstep: Class 2 contains 30144 members 
Entering Unmasked Estep 
Score: -7599436.000000 Penalty: 3274.477783
	Iteration 0F: 3 clusters Score -7599436 nChanged 28047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29248 members 
Mstep: Class 2 contains 30803 members 
Entering Unmasked Estep 
Score: -7615190.000000 Penalty: 3274.477783
	Iteration 1F: 3 clusters Score -7615190 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28794 members 
Mstep: Class 2 contains 31257 members 
Entering Unmasked Estep 
Score: -7616105.000000 Penalty: 3274.477783
	Iteration 2Q: 3 clusters Score -7616105 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27994 members 
Mstep: Class 2 contains 32057 members 
Entering Unmasked Estep 
Score: -7617243.500000 Penalty: 3274.477783
	Iteration 3Q: 3 clusters Score -7617244 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26848 members 
Mstep: Class 2 contains 33203 members 
Entering Unmasked Estep 
Score: -7618707.000000 Penalty: 3274.477783
	Iteration 4F: 3 clusters Score -7618707 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25216 members 
Mstep: Class 2 contains 34835 members 
Entering Unmasked Estep 
Score: -7620707.500000 Penalty: 3274.477783
	Iteration 5F: 3 clusters Score -7620708 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23165 members 
Mstep: Class 2 contains 36886 members 
Entering Unmasked Estep 
Score: -7623265.500000 Penalty: 3274.477783
	Iteration 6F: 3 clusters Score -7623266 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 39110 members 
Entering Unmasked Estep 
Score: -7626381.000000 Penalty: 3274.477783
	Iteration 7F: 3 clusters Score -7626381 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 41035 members 
Entering Unmasked Estep 
Score: -7629889.500000 Penalty: 3274.477783
	Iteration 8F: 3 clusters Score -7629890 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 42244 members 
Entering Unmasked Estep 
Score: -7632556.500000 Penalty: 3274.477783
	Iteration 9F: 3 clusters Score -7632556 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 42948 members 
Entering Unmasked Estep 
Score: -7633891.500000 Penalty: 3274.477783
	Iteration 10Q: 3 clusters Score -7633892 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 43466 members 
Entering Unmasked Estep 
Score: -7634332.000000 Penalty: 3274.477783
	Iteration 11Q: 3 clusters Score -7634332 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 43908 members 
Entering Unmasked Estep 
Score: -7634547.500000 Penalty: 3274.477783
	Iteration 12Q: 3 clusters Score -7634548 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 44245 members 
Entering Unmasked Estep 
Score: -7634685.500000 Penalty: 3274.477783
	Iteration 13Q: 3 clusters Score -7634686 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 44537 members 
Entering Unmasked Estep 
Score: -7634777.000000 Penalty: 3274.477783
	Iteration 14Q: 3 clusters Score -7634777 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 44812 members 
Entering Unmasked Estep 
Score: -7634818.500000 Penalty: 3274.477783
	Iteration 15Q: 3 clusters Score -7634818 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 45073 members 
Entering Unmasked Estep 
Score: -7634884.000000 Penalty: 3274.477783
	Iteration 16Q: 3 clusters Score -7634884 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 45332 members 
Entering Unmasked Estep 
Score: -7634906.500000 Penalty: 3274.477783
	Iteration 17Q: 3 clusters Score -7634906 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 45586 members 
Entering Unmasked Estep 
Score: -7634935.500000 Penalty: 3274.477783
	Iteration 18Q: 3 clusters Score -7634936 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 45814 members 
Entering Unmasked Estep 
Score: -7634946.000000 Penalty: 3274.477783
	Iteration 19Q: 3 clusters Score -7634946 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 46024 members 
Entering Unmasked Estep 
Score: -7634952.500000 Penalty: 3274.477783
	Iteration 20F: 3 clusters Score -7634952 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 46233 members 
Entering Unmasked Estep 
Score: -7634982.000000 Penalty: 3274.477783
	Iteration 21Q: 3 clusters Score -7634982 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 46448 members 
Entering Unmasked Estep 
Score: -7634975.500000 Penalty: 3274.477783
	Iteration 22Q: 3 clusters Score -7634976 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 46635 members 
Entering Unmasked Estep 
Score: -7634958.500000 Penalty: 3274.477783
	Iteration 23Q: 3 clusters Score -7634958 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 46823 members 
Entering Unmasked Estep 
Score: -7634961.000000 Penalty: 3274.477783
	Iteration 24Q: 3 clusters Score -7634961 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 47002 members 
Entering Unmasked Estep 
Score: -7634967.500000 Penalty: 3274.477783
	Iteration 25Q: 3 clusters Score -7634968 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 47166 members 
Entering Unmasked Estep 
Score: -7634953.000000 Penalty: 3274.477783
	Iteration 26Q: 3 clusters Score -7634953 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 47321 members 
Entering Unmasked Estep 
Score: -7634938.000000 Penalty: 3274.477783
	Iteration 27Q: 3 clusters Score -7634938 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 47451 members 
Entering Unmasked Estep 
Score: -7634960.500000 Penalty: 3274.477783
	Iteration 28Q: 3 clusters Score -7634960 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 47583 members 
Entering Unmasked Estep 
Score: -7634977.500000 Penalty: 3274.477783
	Iteration 29Q: 3 clusters Score -7634978 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 47720 members 
Entering Unmasked Estep 
Score: -7634983.000000 Penalty: 3274.477783
	Iteration 30Q: 3 clusters Score -7634983 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 47876 members 
Entering Unmasked Estep 
Score: -7634963.000000 Penalty: 3274.477783
	Iteration 31Q: 3 clusters Score -7634963 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 48006 members 
Entering Unmasked Estep 
Score: -7634976.000000 Penalty: 3274.477783
	Iteration 32Q: 3 clusters Score -7634976 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 48156 members 
Entering Unmasked Estep 
Score: -7634962.000000 Penalty: 3274.477783
	Iteration 33Q: 3 clusters Score -7634962 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 48293 members 
Entering Unmasked Estep 
Score: -7634994.500000 Penalty: 3274.477783
	Iteration 34Q: 3 clusters Score -7634994 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 48433 members 
Entering Unmasked Estep 
Score: -7634988.000000 Penalty: 3274.477783
	Iteration 35Q: 3 clusters Score -7634988 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 48579 members 
Entering Unmasked Estep 
Score: -7634995.000000 Penalty: 3274.477783
	Iteration 36Q: 3 clusters Score -7634995 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 48735 members 
Entering Unmasked Estep 
Score: -7634999.000000 Penalty: 3274.477783
	Iteration 37Q: 3 clusters Score -7634999 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 48891 members 
Entering Unmasked Estep 
Score: -7635017.000000 Penalty: 3274.477783
	Iteration 38Q: 3 clusters Score -7635017 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 49028 members 
Entering Unmasked Estep 
Score: -7635004.500000 Penalty: 3274.477783
	Iteration 39Q: 3 clusters Score -7635004 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 49173 members 
Entering Unmasked Estep 
Score: -7635011.000000 Penalty: 3274.477783
	Iteration 40F: 3 clusters Score -7635011 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 49309 members 
Entering Unmasked Estep 
Score: -7635009.500000 Penalty: 3274.477783
	Iteration 41Q: 3 clusters Score -7635010 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 49458 members 
Entering Unmasked Estep 
Score: -7635015.000000 Penalty: 3274.477783
	Iteration 42Q: 3 clusters Score -7635015 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 49604 members 
Entering Unmasked Estep 
Score: -7635011.000000 Penalty: 3274.477783
	Iteration 43Q: 3 clusters Score -7635011 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 49744 members 
Entering Unmasked Estep 
Score: -7635021.500000 Penalty: 3274.477783
	Iteration 44Q: 3 clusters Score -7635022 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 49871 members 
Entering Unmasked Estep 
Score: -7635038.000000 Penalty: 3274.477783
	Iteration 45Q: 3 clusters Score -7635038 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 50012 members 
Entering Unmasked Estep 
Score: -7635010.500000 Penalty: 3274.477783
	Iteration 46Q: 3 clusters Score -7635010 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 50151 members 
Entering Unmasked Estep 
Score: -7635034.000000 Penalty: 3274.477783
	Iteration 47Q: 3 clusters Score -7635034 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 50307 members 
Entering Unmasked Estep 
Score: -7635062.500000 Penalty: 3274.477783
	Iteration 48Q: 3 clusters Score -7635062 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 50425 members 
Entering Unmasked Estep 
Score: -7635072.500000 Penalty: 3274.477783
	Iteration 49Q: 3 clusters Score -7635072 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 50546 members 
Entering Unmasked Estep 
Score: -7635076.500000 Penalty: 3274.477783
	Iteration 50Q: 3 clusters Score -7635076 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 50656 members 
Entering Unmasked Estep 
Score: -7635066.000000 Penalty: 3274.477783
	Iteration 51Q: 3 clusters Score -7635066 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 50766 members 
Entering Unmasked Estep 
Score: -7635086.000000 Penalty: 3274.477783
	Iteration 52Q: 3 clusters Score -7635086 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 50860 members 
Entering Unmasked Estep 
Score: -7635063.000000 Penalty: 3274.477783
	Iteration 53Q: 3 clusters Score -7635063 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 50953 members 
Entering Unmasked Estep 
Score: -7635063.000000 Penalty: 3274.477783
	Iteration 54Q: 3 clusters Score -7635063 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 51056 members 
Entering Unmasked Estep 
Score: -7635083.000000 Penalty: 3274.477783
	Iteration 55Q: 3 clusters Score -7635083 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 51156 members 
Entering Unmasked Estep 
Score: -7635077.500000 Penalty: 3274.477783
	Iteration 56Q: 3 clusters Score -7635078 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 51253 members 
Entering Unmasked Estep 
Score: -7635080.000000 Penalty: 3274.477783
	Iteration 57Q: 3 clusters Score -7635080 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 51348 members 
Entering Unmasked Estep 
Score: -7635094.000000 Penalty: 3274.477783
	Iteration 58Q: 3 clusters Score -7635094 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 51451 members 
Entering Unmasked Estep 
Score: -7635106.500000 Penalty: 3274.477783
	Iteration 59Q: 3 clusters Score -7635106 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 51538 members 
Entering Unmasked Estep 
Score: -7635118.000000 Penalty: 3274.477783
	Iteration 60F: 3 clusters Score -7635118 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 51634 members 
Entering Unmasked Estep 
Score: -7635104.500000 Penalty: 3274.477783
	Iteration 61Q: 3 clusters Score -7635104 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 51726 members 
Entering Unmasked Estep 
Score: -7635103.000000 Penalty: 3274.477783
	Iteration 62Q: 3 clusters Score -7635103 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 51831 members 
Entering Unmasked Estep 
Score: -7635110.500000 Penalty: 3274.477783
	Iteration 63Q: 3 clusters Score -7635110 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 51940 members 
Entering Unmasked Estep 
Score: -7635117.000000 Penalty: 3274.477783
	Iteration 64Q: 3 clusters Score -7635117 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 52062 members 
Entering Unmasked Estep 
Score: -7635130.500000 Penalty: 3274.477783
	Iteration 65Q: 3 clusters Score -7635130 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 52194 members 
Entering Unmasked Estep 
Score: -7635126.000000 Penalty: 3274.477783
	Iteration 66Q: 3 clusters Score -7635126 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 52322 members 
Entering Unmasked Estep 
Score: -7635148.000000 Penalty: 3274.477783
	Iteration 67Q: 3 clusters Score -7635148 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 52453 members 
Entering Unmasked Estep 
Score: -7635147.000000 Penalty: 3274.477783
	Iteration 68Q: 3 clusters Score -7635147 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 52560 members 
Entering Unmasked Estep 
Score: -7635169.000000 Penalty: 3274.477783
	Iteration 69Q: 3 clusters Score -7635169 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 52683 members 
Entering Unmasked Estep 
Score: -7635168.000000 Penalty: 3274.477783
	Iteration 70Q: 3 clusters Score -7635168 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 52815 members 
Entering Unmasked Estep 
Score: -7635181.500000 Penalty: 3274.477783
	Iteration 71Q: 3 clusters Score -7635182 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 52944 members 
Entering Unmasked Estep 
Score: -7635168.500000 Penalty: 3274.477783
	Iteration 72Q: 3 clusters Score -7635168 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 53052 members 
Entering Unmasked Estep 
Score: -7635157.000000 Penalty: 3274.477783
	Iteration 73Q: 3 clusters Score -7635157 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 53165 members 
Entering Unmasked Estep 
Score: -7635155.500000 Penalty: 3274.477783
	Iteration 74Q: 3 clusters Score -7635156 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 53279 members 
Entering Unmasked Estep 
Score: -7635179.500000 Penalty: 3274.477783
	Iteration 75Q: 3 clusters Score -7635180 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 53379 members 
Entering Unmasked Estep 
Score: -7635167.000000 Penalty: 3274.477783
	Iteration 76Q: 3 clusters Score -7635167 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 53483 members 
Entering Unmasked Estep 
Score: -7635180.000000 Penalty: 3274.477783
	Iteration 77Q: 3 clusters Score -7635180 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 53579 members 
Entering Unmasked Estep 
Score: -7635189.000000 Penalty: 3274.477783
	Iteration 78Q: 3 clusters Score -7635189 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 53683 members 
Entering Unmasked Estep 
Score: -7635213.500000 Penalty: 3274.477783
	Iteration 79Q: 3 clusters Score -7635214 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 53796 members 
Entering Unmasked Estep 
Score: -7635208.500000 Penalty: 3274.477783
	Iteration 80F: 3 clusters Score -7635208 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 53904 members 
Entering Unmasked Estep 
Score: -7635192.500000 Penalty: 3274.477783
	Iteration 81Q: 3 clusters Score -7635192 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 54010 members 
Entering Unmasked Estep 
Score: -7635196.000000 Penalty: 3274.477783
	Iteration 82Q: 3 clusters Score -7635196 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 54093 members 
Entering Unmasked Estep 
Score: -7635190.500000 Penalty: 3274.477783
	Iteration 83Q: 3 clusters Score -7635190 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 54165 members 
Entering Unmasked Estep 
Score: -7635199.000000 Penalty: 3274.477783
	Iteration 84Q: 3 clusters Score -7635199 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 54238 members 
Entering Unmasked Estep 
Score: -7635204.000000 Penalty: 3274.477783
	Iteration 85Q: 3 clusters Score -7635204 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 54308 members 
Entering Unmasked Estep 
Score: -7635223.500000 Penalty: 3274.477783
	Iteration 86Q: 3 clusters Score -7635224 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 54387 members 
Entering Unmasked Estep 
Score: -7635213.000000 Penalty: 3274.477783
	Iteration 87Q: 3 clusters Score -7635213 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 54463 members 
Entering Unmasked Estep 
Score: -7635231.500000 Penalty: 3274.477783
	Iteration 88Q: 3 clusters Score -7635232 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 54538 members 
Entering Unmasked Estep 
Score: -7635210.500000 Penalty: 3274.477783
	Iteration 89Q: 3 clusters Score -7635210 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 54614 members 
Entering Unmasked Estep 
Score: -7635225.500000 Penalty: 3274.477783
	Iteration 90Q: 3 clusters Score -7635226 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 54688 members 
Entering Unmasked Estep 
Score: -7635245.500000 Penalty: 3274.477783
	Iteration 91Q: 3 clusters Score -7635246 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 54746 members 
Entering Unmasked Estep 
Score: -7635251.500000 Penalty: 3274.477783
	Iteration 92Q: 3 clusters Score -7635252 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 54806 members 
Entering Unmasked Estep 
Score: -7635276.000000 Penalty: 3274.477783
	Iteration 93Q: 3 clusters Score -7635276 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 54867 members 
Entering Unmasked Estep 
Score: -7635273.500000 Penalty: 3274.477783
	Iteration 94Q: 3 clusters Score -7635274 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 54943 members 
Entering Unmasked Estep 
Score: -7635294.000000 Penalty: 3274.477783
	Iteration 95Q: 3 clusters Score -7635294 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 55027 members 
Entering Unmasked Estep 
Score: -7635335.500000 Penalty: 3274.477783
	Iteration 96Q: 3 clusters Score -7635336 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 55109 members 
Entering Unmasked Estep 
Score: -7635313.000000 Penalty: 3274.477783
	Iteration 97Q: 3 clusters Score -7635313 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 55203 members 
Entering Unmasked Estep 
Score: -7635338.000000 Penalty: 3274.477783
	Iteration 98Q: 3 clusters Score -7635338 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 55309 members 
Entering Unmasked Estep 
Score: -7635343.500000 Penalty: 3274.477783
	Iteration 99Q: 3 clusters Score -7635344 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 55404 members 
Entering Unmasked Estep 
Score: -7635329.000000 Penalty: 3274.477783
	Iteration 100F: 3 clusters Score -7635329 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 55496 members 
Entering Unmasked Estep 
Score: -7635332.500000 Penalty: 3274.477783
	Iteration 101Q: 3 clusters Score -7635332 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 55586 members 
Entering Unmasked Estep 
Score: -7635325.000000 Penalty: 3274.477783
	Iteration 102Q: 3 clusters Score -7635325 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 55666 members 
Entering Unmasked Estep 
Score: -7635336.000000 Penalty: 3274.477783
	Iteration 103Q: 3 clusters Score -7635336 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 55742 members 
Entering Unmasked Estep 
Score: -7635356.500000 Penalty: 3274.477783
	Iteration 104Q: 3 clusters Score -7635356 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 55809 members 
Entering Unmasked Estep 
Score: -7635364.500000 Penalty: 3274.477783
	Iteration 105Q: 3 clusters Score -7635364 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 55870 members 
Entering Unmasked Estep 
Score: -7635356.500000 Penalty: 3274.477783
	Iteration 106Q: 3 clusters Score -7635356 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 55926 members 
Entering Unmasked Estep 
Score: -7635374.000000 Penalty: 3274.477783
	Iteration 107Q: 3 clusters Score -7635374 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 55972 members 
Entering Unmasked Estep 
Score: -7635398.000000 Penalty: 3274.477783
	Iteration 108Q: 3 clusters Score -7635398 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 56014 members 
Entering Unmasked Estep 
Score: -7635389.500000 Penalty: 3274.477783
	Iteration 109Q: 3 clusters Score -7635390 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 56061 members 
Entering Unmasked Estep 
Score: -7635399.500000 Penalty: 3274.477783
	Iteration 110Q: 3 clusters Score -7635400 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 56105 members 
Entering Unmasked Estep 
Score: -7635411.000000 Penalty: 3274.477783
	Iteration 111Q: 3 clusters Score -7635411 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 56152 members 
Entering Unmasked Estep 
Score: -7635424.500000 Penalty: 3274.477783
	Iteration 112Q: 3 clusters Score -7635424 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 56199 members 
Entering Unmasked Estep 
Score: -7635420.500000 Penalty: 3274.477783
	Iteration 113Q: 3 clusters Score -7635420 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 56249 members 
Entering Unmasked Estep 
Score: -7635417.500000 Penalty: 3274.477783
	Iteration 114Q: 3 clusters Score -7635418 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 56287 members 
Entering Unmasked Estep 
Score: -7635437.500000 Penalty: 3274.477783
	Iteration 115Q: 3 clusters Score -7635438 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 56329 members 
Entering Unmasked Estep 
Score: -7635455.000000 Penalty: 3274.477783
	Iteration 116Q: 3 clusters Score -7635455 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 56367 members 
Entering Unmasked Estep 
Score: -7635450.500000 Penalty: 3274.477783
	Iteration 117Q: 3 clusters Score -7635450 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 56406 members 
Entering Unmasked Estep 
Score: -7635448.500000 Penalty: 3274.477783
	Iteration 118Q: 3 clusters Score -7635448 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 56440 members 
Entering Unmasked Estep 
Score: -7635447.000000 Penalty: 3274.477783
	Iteration 119Q: 3 clusters Score -7635447 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 56462 members 
Entering Unmasked Estep 
Score: -7635448.500000 Penalty: 3274.477783
	Iteration 120F: 3 clusters Score -7635448 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 56490 members 
Entering Unmasked Estep 
Score: -7635418.000000 Penalty: 3274.477783
	Iteration 121Q: 3 clusters Score -7635418 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 56515 members 
Entering Unmasked Estep 
Score: -7635431.500000 Penalty: 3274.477783
	Iteration 122Q: 3 clusters Score -7635432 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 56540 members 
Entering Unmasked Estep 
Score: -7635419.000000 Penalty: 3274.477783
	Iteration 123Q: 3 clusters Score -7635419 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 56556 members 
Entering Unmasked Estep 
Score: -7635416.000000 Penalty: 3274.477783
	Iteration 124Q: 3 clusters Score -7635416 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 56573 members 
Entering Unmasked Estep 
Score: -7635408.500000 Penalty: 3274.477783
	Iteration 125Q: 3 clusters Score -7635408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 56588 members 
Entering Unmasked Estep 
Score: -7635419.500000 Penalty: 3274.477783
	Iteration 126Q: 3 clusters Score -7635420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 56599 members 
Entering Unmasked Estep 
Score: -7635407.000000 Penalty: 3274.477783
	Iteration 127Q: 3 clusters Score -7635407 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 56612 members 
Entering Unmasked Estep 
Score: -7635413.000000 Penalty: 3274.477783
	Iteration 128Q: 3 clusters Score -7635413 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 56624 members 
Entering Unmasked Estep 
Score: -7635410.500000 Penalty: 3274.477783
	Iteration 129Q: 3 clusters Score -7635410 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 56643 members 
Entering Unmasked Estep 
Score: -7635413.000000 Penalty: 3274.477783
	Iteration 130Q: 3 clusters Score -7635413 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 56658 members 
Entering Unmasked Estep 
Score: -7635411.500000 Penalty: 3274.477783
	Iteration 131Q: 3 clusters Score -7635412 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 56676 members 
Entering Unmasked Estep 
Score: -7635428.500000 Penalty: 3274.477783
	Iteration 132Q: 3 clusters Score -7635428 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 56699 members 
Entering Unmasked Estep 
Score: -7635443.500000 Penalty: 3274.477783
	Iteration 133Q: 3 clusters Score -7635444 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 56719 members 
Entering Unmasked Estep 
Score: -7635446.500000 Penalty: 3274.477783
	Iteration 134Q: 3 clusters Score -7635446 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 56735 members 
Entering Unmasked Estep 
Score: -7635447.500000 Penalty: 3274.477783
	Iteration 135Q: 3 clusters Score -7635448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 56746 members 
Entering Unmasked Estep 
Score: -7635448.000000 Penalty: 3274.477783
	Iteration 136Q: 3 clusters Score -7635448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 56760 members 
Entering Unmasked Estep 
Score: -7635448.500000 Penalty: 3274.477783
	Iteration 137Q: 3 clusters Score -7635448 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 56772 members 
Entering Unmasked Estep 
Score: -7635453.000000 Penalty: 3274.477783
	Iteration 138Q: 3 clusters Score -7635453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 56779 members 
Entering Unmasked Estep 
Score: -7635444.000000 Penalty: 3274.477783
	Iteration 139Q: 3 clusters Score -7635444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 56785 members 
Entering Unmasked Estep 
Score: -7635450.500000 Penalty: 3274.477783
	Iteration 140F: 3 clusters Score -7635450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 56792 members 
Entering Unmasked Estep 
Score: -7635447.500000 Penalty: 3274.477783
	Iteration 141Q: 3 clusters Score -7635448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 56796 members 
Entering Unmasked Estep 
Score: -7635445.000000 Penalty: 3274.477783
	Iteration 142Q: 3 clusters Score -7635445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 56798 members 
Entering Unmasked Estep 
Score: -7635446.000000 Penalty: 3274.477783
	Iteration 143Q: 3 clusters Score -7635446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 56799 members 
Entering Unmasked Estep 
Score: -7635447.500000 Penalty: 3274.477783
	Iteration 144Q: 3 clusters Score -7635448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 56799 members 
Entering Unmasked Estep 
Score: -7635447.500000 Penalty: 3274.477783
	Iteration 145F: 3 clusters Score -7635448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (16170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Entering Unmasked Estep 
Score: -2054217.125000 Penalty: 1442.007935
	Iteration 0F: 2 clusters Score -2054217 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -2043519.000000 Penalty: 2884.015869
	Iteration 0F: 3 clusters Score -2043519 nChanged 7094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -2047357.000000 Penalty: 2884.015869
	Iteration 1F: 3 clusters Score -2047357 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -2047699.375000 Penalty: 2884.015869
	Iteration 2F: 3 clusters Score -2047699 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -2047951.875000 Penalty: 2884.015869
	Iteration 3Q: 3 clusters Score -2047952 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -2048190.875000 Penalty: 2884.015869
	Iteration 4Q: 3 clusters Score -2048191 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -2048438.375000 Penalty: 2884.015869
	Iteration 5Q: 3 clusters Score -2048438 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -2048702.875000 Penalty: 2884.015869
	Iteration 6Q: 3 clusters Score -2048703 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -2049073.625000 Penalty: 2884.015869
	Iteration 7Q: 3 clusters Score -2049074 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -2049520.500000 Penalty: 2884.015869
	Iteration 8Q: 3 clusters Score -2049520 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -2050112.375000 Penalty: 2884.015869
	Iteration 9F: 3 clusters Score -2050112 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -2050800.250000 Penalty: 2884.015869
	Iteration 10F: 3 clusters Score -2050800 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -2051470.625000 Penalty: 2884.015869
	Iteration 11Q: 3 clusters Score -2051471 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -2052069.750000 Penalty: 2884.015869
	Iteration 12Q: 3 clusters Score -2052070 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -2052514.625000 Penalty: 2884.015869
	Iteration 13Q: 3 clusters Score -2052515 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -2052782.625000 Penalty: 2884.015869
	Iteration 14Q: 3 clusters Score -2052783 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -2052915.250000 Penalty: 2884.015869
	Iteration 15Q: 3 clusters Score -2052915 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -2052997.750000 Penalty: 2884.015869
	Iteration 16Q: 3 clusters Score -2052998 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -2053045.875000 Penalty: 2884.015869
	Iteration 17Q: 3 clusters Score -2053046 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -2053061.375000 Penalty: 2884.015869
	Iteration 18Q: 3 clusters Score -2053061 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -2053074.875000 Penalty: 2884.015869
	Iteration 19Q: 3 clusters Score -2053075 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -2053089.000000 Penalty: 2884.015869
	Iteration 20F: 3 clusters Score -2053089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -2053098.500000 Penalty: 2884.015869
	Iteration 21Q: 3 clusters Score -2053098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -2053119.500000 Penalty: 2884.015869
	Iteration 22Q: 3 clusters Score -2053120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -2053130.625000 Penalty: 2884.015869
	Iteration 23Q: 3 clusters Score -2053131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -2053137.500000 Penalty: 2884.015869
	Iteration 24Q: 3 clusters Score -2053138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -2053144.125000 Penalty: 2884.015869
	Iteration 25Q: 3 clusters Score -2053144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -2053145.125000 Penalty: 2884.015869
	Iteration 26Q: 3 clusters Score -2053145 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -2053145.125000 Penalty: 2884.015869
	Iteration 27F: 3 clusters Score -2053145 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Entering Unmasked Estep 
Score: -298588.093750 Penalty: 1161.938965
	Iteration 0F: 2 clusters Score -298588.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -296426.000000 Penalty: 2323.877930
	Iteration 0F: 3 clusters Score -296426 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -296977.468750 Penalty: 2323.877930
	Iteration 1F: 3 clusters Score -296977.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -297121.750000 Penalty: 2323.877930
	Iteration 2F: 3 clusters Score -297121.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -297190.875000 Penalty: 2323.877930
	Iteration 3Q: 3 clusters Score -297190.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -297234.656250 Penalty: 2323.877930
	Iteration 4Q: 3 clusters Score -297234.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -297265.281250 Penalty: 2323.877930
	Iteration 5Q: 3 clusters Score -297265.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -297289.281250 Penalty: 2323.877930
	Iteration 6Q: 3 clusters Score -297289.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -297304.906250 Penalty: 2323.877930
	Iteration 7Q: 3 clusters Score -297304.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -297319.687500 Penalty: 2323.877930
	Iteration 8Q: 3 clusters Score -297319.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -297329.875000 Penalty: 2323.877930
	Iteration 9Q: 3 clusters Score -297329.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -297334.906250 Penalty: 2323.877930
	Iteration 10Q: 3 clusters Score -297334.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -297337.843750 Penalty: 2323.877930
	Iteration 11Q: 3 clusters Score -297337.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -297342.000000 Penalty: 2323.877930
	Iteration 12Q: 3 clusters Score -297342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -297345.312500 Penalty: 2323.877930
	Iteration 13Q: 3 clusters Score -297345.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -297347.906250 Penalty: 2323.877930
	Iteration 14Q: 3 clusters Score -297347.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -297351.343750 Penalty: 2323.877930
	Iteration 15Q: 3 clusters Score -297351.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -297356.312500 Penalty: 2323.877930
	Iteration 16Q: 3 clusters Score -297356.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -297359.125000 Penalty: 2323.877930
	Iteration 17Q: 3 clusters Score -297359.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -297362.875000 Penalty: 2323.877930
	Iteration 18Q: 3 clusters Score -297362.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -297364.312500 Penalty: 2323.877930
	Iteration 19Q: 3 clusters Score -297364.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -297365.781250 Penalty: 2323.877930
	Iteration 20F: 3 clusters Score -297365.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -297367.937500 Penalty: 2323.877930
	Iteration 21Q: 3 clusters Score -297367.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -297370.375000 Penalty: 2323.877930
	Iteration 22Q: 3 clusters Score -297370.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -297373.218750 Penalty: 2323.877930
	Iteration 23Q: 3 clusters Score -297373.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -297374.937500 Penalty: 2323.877930
	Iteration 24Q: 3 clusters Score -297374.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -297376.062500 Penalty: 2323.877930
	Iteration 25Q: 3 clusters Score -297376.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -297378.343750 Penalty: 2323.877930
	Iteration 26Q: 3 clusters Score -297378.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -297379.437500 Penalty: 2323.877930
	Iteration 27Q: 3 clusters Score -297379.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -297380.562500 Penalty: 2323.877930
	Iteration 28Q: 3 clusters Score -297380.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -297380.937500 Penalty: 2323.877930
	Iteration 29Q: 3 clusters Score -297380.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -297380.937500 Penalty: 2323.877930
	Iteration 30F: 3 clusters Score -297380.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Entering Unmasked Estep 
Score: -22859.521484 Penalty: 840.567383
	Iteration 0F: 2 clusters Score -22859.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -22200.972656 Penalty: 1681.134766
	Iteration 0F: 3 clusters Score -22200.97 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -22433.296875 Penalty: 1681.134766
	Iteration 1F: 3 clusters Score -22433.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -22587.869141 Penalty: 1681.134766
	Iteration 2F: 3 clusters Score -22587.87 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -22663.425781 Penalty: 1681.134766
	Iteration 3Q: 3 clusters Score -22663.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -22699.574219 Penalty: 1681.134766
	Iteration 4Q: 3 clusters Score -22699.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -22738.412109 Penalty: 1681.134766
	Iteration 5Q: 3 clusters Score -22738.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -22767.212891 Penalty: 1681.134766
	Iteration 6Q: 3 clusters Score -22767.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -22785.748047 Penalty: 1681.134766
	Iteration 7Q: 3 clusters Score -22785.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -22796.056641 Penalty: 1681.134766
	Iteration 8Q: 3 clusters Score -22796.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -22800.949219 Penalty: 1681.134766
	Iteration 9Q: 3 clusters Score -22800.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -22825.052734 Penalty: 1681.134766
	Iteration 10Q: 3 clusters Score -22825.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -22837.224609 Penalty: 1681.134766
	Iteration 11Q: 3 clusters Score -22837.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -22837.224609 Penalty: 1681.134766
	Iteration 12F: 3 clusters Score -22837.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (11725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Entering Unmasked Estep 
Score: -1486750.500000 Penalty: 1394.178345
	Iteration 0F: 2 clusters Score -1486750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1478941.750000 Penalty: 2788.356689
	Iteration 0F: 3 clusters Score -1478942 nChanged 4877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1481553.125000 Penalty: 2788.356689
	Iteration 1F: 3 clusters Score -1481553 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1481856.750000 Penalty: 2788.356689
	Iteration 2F: 3 clusters Score -1481857 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1482094.125000 Penalty: 2788.356689
	Iteration 3Q: 3 clusters Score -1482094 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1482301.250000 Penalty: 2788.356689
	Iteration 4Q: 3 clusters Score -1482301 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1482535.250000 Penalty: 2788.356689
	Iteration 5Q: 3 clusters Score -1482535 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1482771.125000 Penalty: 2788.356689
	Iteration 6Q: 3 clusters Score -1482771 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1483038.000000 Penalty: 2788.356689
	Iteration 7Q: 3 clusters Score -1483038 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1483350.875000 Penalty: 2788.356689
	Iteration 8Q: 3 clusters Score -1483351 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1483723.750000 Penalty: 2788.356689
	Iteration 9Q: 3 clusters Score -1483724 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1484112.250000 Penalty: 2788.356689
	Iteration 10Q: 3 clusters Score -1484112 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1484480.125000 Penalty: 2788.356689
	Iteration 11Q: 3 clusters Score -1484480 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -1484803.000000 Penalty: 2788.356689
	Iteration 12Q: 3 clusters Score -1484803 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -1485040.500000 Penalty: 2788.356689
	Iteration 13Q: 3 clusters Score -1485040 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1485197.500000 Penalty: 2788.356689
	Iteration 14Q: 3 clusters Score -1485198 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -1485311.750000 Penalty: 2788.356689
	Iteration 15Q: 3 clusters Score -1485312 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -1485414.250000 Penalty: 2788.356689
	Iteration 16Q: 3 clusters Score -1485414 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -1485481.750000 Penalty: 2788.356689
	Iteration 17Q: 3 clusters Score -1485482 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -1485529.500000 Penalty: 2788.356689
	Iteration 18Q: 3 clusters Score -1485530 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -1485557.250000 Penalty: 2788.356689
	Iteration 19Q: 3 clusters Score -1485557 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -1485575.625000 Penalty: 2788.356689
	Iteration 20F: 3 clusters Score -1485576 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -1485589.125000 Penalty: 2788.356689
	Iteration 21Q: 3 clusters Score -1485589 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -1485595.750000 Penalty: 2788.356689
	Iteration 22Q: 3 clusters Score -1485596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -1485602.125000 Penalty: 2788.356689
	Iteration 23Q: 3 clusters Score -1485602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -1485607.500000 Penalty: 2788.356689
	Iteration 24Q: 3 clusters Score -1485608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -1485612.750000 Penalty: 2788.356689
	Iteration 25Q: 3 clusters Score -1485613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -1485615.250000 Penalty: 2788.356689
	Iteration 26Q: 3 clusters Score -1485615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -1485619.625000 Penalty: 2788.356689
	Iteration 27Q: 3 clusters Score -1485620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -1485623.000000 Penalty: 2788.356689
	Iteration 28Q: 3 clusters Score -1485623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -1485625.875000 Penalty: 2788.356689
	Iteration 29Q: 3 clusters Score -1485626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -1485624.750000 Penalty: 2788.356689
	Iteration 30Q: 3 clusters Score -1485625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -1485624.750000 Penalty: 2788.356689
	Iteration 31F: 3 clusters Score -1485625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Entering Unmasked Estep 
Score: -61893.257812 Penalty: 965.367432
	Iteration 0F: 2 clusters Score -61893.26 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 344 members 
Entering Unmasked Estep 
Score: -60882.410156 Penalty: 1930.734863
	Iteration 0F: 3 clusters Score -60882.41 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -61106.050781 Penalty: 1930.734863
	Iteration 1F: 3 clusters Score -61106.05 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -61187.433594 Penalty: 1930.734863
	Iteration 2F: 3 clusters Score -61187.43 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -61256.566406 Penalty: 1930.734863
	Iteration 3Q: 3 clusters Score -61256.57 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -61330.101562 Penalty: 1930.734863
	Iteration 4Q: 3 clusters Score -61330.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -61394.480469 Penalty: 1930.734863
	Iteration 5Q: 3 clusters Score -61394.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -61435.000000 Penalty: 1930.734863
	Iteration 6Q: 3 clusters Score -61435 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -61467.792969 Penalty: 1930.734863
	Iteration 7Q: 3 clusters Score -61467.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -61485.468750 Penalty: 1930.734863
	Iteration 8Q: 3 clusters Score -61485.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -61502.351562 Penalty: 1930.734863
	Iteration 9Q: 3 clusters Score -61502.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -61514.125000 Penalty: 1930.734863
	Iteration 10Q: 3 clusters Score -61514.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -61520.324219 Penalty: 1930.734863
	Iteration 11Q: 3 clusters Score -61520.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -61524.507812 Penalty: 1930.734863
	Iteration 12Q: 3 clusters Score -61524.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -61540.269531 Penalty: 1930.734863
	Iteration 13Q: 3 clusters Score -61540.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -61565.125000 Penalty: 1930.734863
	Iteration 14Q: 3 clusters Score -61565.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -61568.007812 Penalty: 1930.734863
	Iteration 15Q: 3 clusters Score -61568.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -61577.167969 Penalty: 1930.734863
	Iteration 16Q: 3 clusters Score -61577.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -61593.449219 Penalty: 1930.734863
	Iteration 17Q: 3 clusters Score -61593.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -61611.789062 Penalty: 1930.734863
	Iteration 18Q: 3 clusters Score -61611.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -61624.804688 Penalty: 1930.734863
	Iteration 19Q: 3 clusters Score -61624.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -61634.222656 Penalty: 1930.734863
	Iteration 20F: 3 clusters Score -61634.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -61650.339844 Penalty: 1930.734863
	Iteration 21Q: 3 clusters Score -61650.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -61661.640625 Penalty: 1930.734863
	Iteration 22Q: 3 clusters Score -61661.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -61685.523438 Penalty: 1930.734863
	Iteration 23Q: 3 clusters Score -61685.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -61722.441406 Penalty: 1930.734863
	Iteration 24Q: 3 clusters Score -61722.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -61738.484375 Penalty: 1930.734863
	Iteration 25Q: 3 clusters Score -61738.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -61773.351562 Penalty: 1930.734863
	Iteration 26Q: 3 clusters Score -61773.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -61795.773438 Penalty: 1930.734863
	Iteration 27Q: 3 clusters Score -61795.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -61810.902344 Penalty: 1930.734863
	Iteration 28Q: 3 clusters Score -61810.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -61825.250000 Penalty: 1930.734863
	Iteration 29Q: 3 clusters Score -61825.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -61828.707031 Penalty: 1930.734863
	Iteration 30Q: 3 clusters Score -61828.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -61830.738281 Penalty: 1930.734863
	Iteration 31Q: 3 clusters Score -61830.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -61831.699219 Penalty: 1930.734863
	Iteration 32Q: 3 clusters Score -61831.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -61831.699219 Penalty: 1930.734863
	Iteration 33F: 3 clusters Score -61831.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 40595 members 
Mstep: Class 3 contains 4230 members 
Mstep: Class 4 contains 70441 members 
Mstep: Class 5 contains 11621 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33880 members 
Mstep: Class 8 contains 11143 members 
Mstep: Class 9 contains 26333 members 
Mstep: Class 10 contains 2435 members 
Mstep: Class 11 contains 25568 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4662 members 
Mstep: Class 14 contains 67483 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2744 members 
Mstep: Class 17 contains 9140 members 
Mstep: Class 18 contains 22198 members 
Mstep: Class 19 contains 7612 members 
Mstep: Class 20 contains 6957 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19050 members 
Mstep: Class 23 contains 18816 members 
Mstep: Class 24 contains 51706 members 
Mstep: Class 25 contains 2575 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 5990 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9488 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11463 members 
Mstep: Class 32 contains 47484 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 60051 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2462 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11725 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028040.000000 Penalty: 85805.187500
Iteration 319Q: 44 clusters Score -8.102804e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 40594 members 
Mstep: Class 3 contains 4232 members 
Mstep: Class 4 contains 70446 members 
Mstep: Class 5 contains 11621 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33877 members 
Mstep: Class 8 contains 11144 members 
Mstep: Class 9 contains 26333 members 
Mstep: Class 10 contains 2434 members 
Mstep: Class 11 contains 25566 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4666 members 
Mstep: Class 14 contains 67483 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2743 members 
Mstep: Class 17 contains 9142 members 
Mstep: Class 18 contains 22197 members 
Mstep: Class 19 contains 7611 members 
Mstep: Class 20 contains 6957 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19048 members 
Mstep: Class 23 contains 18816 members 
Mstep: Class 24 contains 51668 members 
Mstep: Class 25 contains 2575 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 5990 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 9488 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11462 members 
Mstep: Class 32 contains 47492 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 60080 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2462 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11725 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028000.000000 Penalty: 85805.187500
Iteration 320F: 44 clusters Score -8.1028e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 40589 members 
Mstep: Class 3 contains 4234 members 
Mstep: Class 4 contains 70448 members 
Mstep: Class 5 contains 11621 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33878 members 
Mstep: Class 8 contains 11144 members 
Mstep: Class 9 contains 26334 members 
Mstep: Class 10 contains 2431 members 
Mstep: Class 11 contains 25566 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4673 members 
Mstep: Class 14 contains 67482 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2743 members 
Mstep: Class 17 contains 9143 members 
Mstep: Class 18 contains 22195 members 
Mstep: Class 19 contains 7611 members 
Mstep: Class 20 contains 6957 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19044 members 
Mstep: Class 23 contains 18816 members 
Mstep: Class 24 contains 51636 members 
Mstep: Class 25 contains 2575 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 5990 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 9488 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11461 members 
Mstep: Class 32 contains 47504 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 60101 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2462 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11726 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028056.000000 Penalty: 85805.187500
Iteration 321Q: 44 clusters Score -8.102806e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 40585 members 
Mstep: Class 3 contains 4234 members 
Mstep: Class 4 contains 70445 members 
Mstep: Class 5 contains 11621 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33880 members 
Mstep: Class 8 contains 11144 members 
Mstep: Class 9 contains 26334 members 
Mstep: Class 10 contains 2430 members 
Mstep: Class 11 contains 25565 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4676 members 
Mstep: Class 14 contains 67482 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2743 members 
Mstep: Class 17 contains 9143 members 
Mstep: Class 18 contains 22194 members 
Mstep: Class 19 contains 7612 members 
Mstep: Class 20 contains 6957 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19043 members 
Mstep: Class 23 contains 18816 members 
Mstep: Class 24 contains 51614 members 
Mstep: Class 25 contains 2575 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 5993 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 9488 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11460 members 
Mstep: Class 32 contains 47516 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 60115 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2462 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11727 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028040.000000 Penalty: 85805.187500
Iteration 322Q: 44 clusters Score -8.102804e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 40584 members 
Mstep: Class 3 contains 4233 members 
Mstep: Class 4 contains 70445 members 
Mstep: Class 5 contains 11620 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33880 members 
Mstep: Class 8 contains 11145 members 
Mstep: Class 9 contains 26334 members 
Mstep: Class 10 contains 2430 members 
Mstep: Class 11 contains 25564 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4680 members 
Mstep: Class 14 contains 67483 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2744 members 
Mstep: Class 17 contains 9143 members 
Mstep: Class 18 contains 22192 members 
Mstep: Class 19 contains 7615 members 
Mstep: Class 20 contains 6957 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19044 members 
Mstep: Class 23 contains 18816 members 
Mstep: Class 24 contains 51589 members 
Mstep: Class 25 contains 2575 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 5992 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 9488 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11459 members 
Mstep: Class 32 contains 47523 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 60129 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2463 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11728 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028104.000000 Penalty: 85805.187500
Iteration 323Q: 44 clusters Score -8.10281e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 40580 members 
Mstep: Class 3 contains 4233 members 
Mstep: Class 4 contains 70450 members 
Mstep: Class 5 contains 11619 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33879 members 
Mstep: Class 8 contains 11146 members 
Mstep: Class 9 contains 26334 members 
Mstep: Class 10 contains 2433 members 
Mstep: Class 11 contains 25563 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4685 members 
Mstep: Class 14 contains 67482 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2744 members 
Mstep: Class 17 contains 9143 members 
Mstep: Class 18 contains 22190 members 
Mstep: Class 19 contains 7617 members 
Mstep: Class 20 contains 6957 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19040 members 
Mstep: Class 23 contains 18816 members 
Mstep: Class 24 contains 51558 members 
Mstep: Class 25 contains 2575 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 5991 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 9488 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11460 members 
Mstep: Class 32 contains 47528 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 60152 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2464 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11729 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027992.000000 Penalty: 85805.187500
Iteration 324Q: 44 clusters Score -8.102799e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 40577 members 
Mstep: Class 3 contains 4237 members 
Mstep: Class 4 contains 70453 members 
Mstep: Class 5 contains 11619 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33879 members 
Mstep: Class 8 contains 11146 members 
Mstep: Class 9 contains 26333 members 
Mstep: Class 10 contains 2429 members 
Mstep: Class 11 contains 25561 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4689 members 
Mstep: Class 14 contains 67481 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2742 members 
Mstep: Class 17 contains 9143 members 
Mstep: Class 18 contains 22188 members 
Mstep: Class 19 contains 7623 members 
Mstep: Class 20 contains 6957 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19037 members 
Mstep: Class 23 contains 18816 members 
Mstep: Class 24 contains 51542 members 
Mstep: Class 25 contains 2575 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 5991 members 
Mstep: Class 28 contains 1057 members 
Mstep: Class 29 contains 9488 members 
Mstep: Class 30 contains 22030 members 
Mstep: Class 31 contains 11462 members 
Mstep: Class 32 contains 47527 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5739 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 60165 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2465 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11734 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027928.000000 Penalty: 85805.187500
Iteration 325Q: 44 clusters Score -8.102793e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 40576 members 
Mstep: Class 3 contains 4240 members 
Mstep: Class 4 contains 70463 members 
Mstep: Class 5 contains 11619 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33878 members 
Mstep: Class 8 contains 11146 members 
Mstep: Class 9 contains 26333 members 
Mstep: Class 10 contains 2426 members 
Mstep: Class 11 contains 25560 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4692 members 
Mstep: Class 14 contains 67481 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2741 members 
Mstep: Class 17 contains 9143 members 
Mstep: Class 18 contains 22182 members 
Mstep: Class 19 contains 7627 members 
Mstep: Class 20 contains 6957 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19036 members 
Mstep: Class 23 contains 18816 members 
Mstep: Class 24 contains 51526 members 
Mstep: Class 25 contains 2575 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 5991 members 
Mstep: Class 28 contains 1058 members 
Mstep: Class 29 contains 9488 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11462 members 
Mstep: Class 32 contains 47511 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5740 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 60182 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2466 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11738 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027928.000000 Penalty: 85805.187500
Iteration 326Q: 44 clusters Score -8.102793e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 40572 members 
Mstep: Class 3 contains 4244 members 
Mstep: Class 4 contains 70469 members 
Mstep: Class 5 contains 11618 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33878 members 
Mstep: Class 8 contains 11146 members 
Mstep: Class 9 contains 26332 members 
Mstep: Class 10 contains 2427 members 
Mstep: Class 11 contains 25554 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4694 members 
Mstep: Class 14 contains 67482 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2740 members 
Mstep: Class 17 contains 9143 members 
Mstep: Class 18 contains 22177 members 
Mstep: Class 19 contains 7629 members 
Mstep: Class 20 contains 6957 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19034 members 
Mstep: Class 23 contains 18816 members 
Mstep: Class 24 contains 51511 members 
Mstep: Class 25 contains 2575 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 5991 members 
Mstep: Class 28 contains 1058 members 
Mstep: Class 29 contains 9488 members 
Mstep: Class 30 contains 22032 members 
Mstep: Class 31 contains 11465 members 
Mstep: Class 32 contains 47497 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5741 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 60204 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2467 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11743 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027920.000000 Penalty: 85805.187500
Iteration 327Q: 44 clusters Score -8.102792e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 40570 members 
Mstep: Class 3 contains 4247 members 
Mstep: Class 4 contains 70474 members 
Mstep: Class 5 contains 11619 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33878 members 
Mstep: Class 8 contains 11146 members 
Mstep: Class 9 contains 26332 members 
Mstep: Class 10 contains 2422 members 
Mstep: Class 11 contains 25551 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4695 members 
Mstep: Class 14 contains 67482 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2740 members 
Mstep: Class 17 contains 9143 members 
Mstep: Class 18 contains 22175 members 
Mstep: Class 19 contains 7635 members 
Mstep: Class 20 contains 6957 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19033 members 
Mstep: Class 23 contains 18816 members 
Mstep: Class 24 contains 51495 members 
Mstep: Class 25 contains 2576 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 5989 members 
Mstep: Class 28 contains 1058 members 
Mstep: Class 29 contains 9488 members 
Mstep: Class 30 contains 22032 members 
Mstep: Class 31 contains 11468 members 
Mstep: Class 32 contains 47485 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5741 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 60224 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2469 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11745 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028008.000000 Penalty: 85805.187500
Iteration 328Q: 44 clusters Score -8.102801e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 40569 members 
Mstep: Class 3 contains 4250 members 
Mstep: Class 4 contains 70480 members 
Mstep: Class 5 contains 11619 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33878 members 
Mstep: Class 8 contains 11146 members 
Mstep: Class 9 contains 26332 members 
Mstep: Class 10 contains 2419 members 
Mstep: Class 11 contains 25552 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4699 members 
Mstep: Class 14 contains 67483 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2740 members 
Mstep: Class 17 contains 9143 members 
Mstep: Class 18 contains 22168 members 
Mstep: Class 19 contains 7644 members 
Mstep: Class 20 contains 6957 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19029 members 
Mstep: Class 23 contains 18816 members 
Mstep: Class 24 contains 51454 members 
Mstep: Class 25 contains 2576 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 5988 members 
Mstep: Class 28 contains 1058 members 
Mstep: Class 29 contains 9488 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11473 members 
Mstep: Class 32 contains 47491 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5741 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 60247 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2469 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11747 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028064.000000 Penalty: 85805.187500
Iteration 329Q: 44 clusters Score -8.102806e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 40568 members 
Mstep: Class 3 contains 4254 members 
Mstep: Class 4 contains 70486 members 
Mstep: Class 5 contains 11619 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33879 members 
Mstep: Class 8 contains 11145 members 
Mstep: Class 9 contains 26332 members 
Mstep: Class 10 contains 2414 members 
Mstep: Class 11 contains 25548 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4703 members 
Mstep: Class 14 contains 67480 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2740 members 
Mstep: Class 17 contains 9142 members 
Mstep: Class 18 contains 22163 members 
Mstep: Class 19 contains 7658 members 
Mstep: Class 20 contains 6957 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19030 members 
Mstep: Class 23 contains 18816 members 
Mstep: Class 24 contains 51420 members 
Mstep: Class 25 contains 2576 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 5988 members 
Mstep: Class 28 contains 1058 members 
Mstep: Class 29 contains 9488 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11477 members 
Mstep: Class 32 contains 47487 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5741 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 60275 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2469 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11747 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027976.000000 Penalty: 85805.187500
Iteration 330Q: 44 clusters Score -8.102798e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 40561 members 
Mstep: Class 3 contains 4262 members 
Mstep: Class 4 contains 70492 members 
Mstep: Class 5 contains 11619 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33880 members 
Mstep: Class 8 contains 11145 members 
Mstep: Class 9 contains 26332 members 
Mstep: Class 10 contains 2408 members 
Mstep: Class 11 contains 25548 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4703 members 
Mstep: Class 14 contains 67480 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2738 members 
Mstep: Class 17 contains 9143 members 
Mstep: Class 18 contains 22156 members 
Mstep: Class 19 contains 7668 members 
Mstep: Class 20 contains 6957 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19029 members 
Mstep: Class 23 contains 18816 members 
Mstep: Class 24 contains 51387 members 
Mstep: Class 25 contains 2576 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 5989 members 
Mstep: Class 28 contains 1058 members 
Mstep: Class 29 contains 9488 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11479 members 
Mstep: Class 32 contains 47485 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5741 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 60307 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2471 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11746 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027952.000000 Penalty: 85805.187500
Iteration 331Q: 44 clusters Score -8.102795e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 40558 members 
Mstep: Class 3 contains 4266 members 
Mstep: Class 4 contains 70505 members 
Mstep: Class 5 contains 11620 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33882 members 
Mstep: Class 8 contains 11145 members 
Mstep: Class 9 contains 26332 members 
Mstep: Class 10 contains 2401 members 
Mstep: Class 11 contains 25550 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4704 members 
Mstep: Class 14 contains 67480 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2738 members 
Mstep: Class 17 contains 9143 members 
Mstep: Class 18 contains 22156 members 
Mstep: Class 19 contains 7669 members 
Mstep: Class 20 contains 6957 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19033 members 
Mstep: Class 23 contains 18816 members 
Mstep: Class 24 contains 51339 members 
Mstep: Class 25 contains 2576 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 5995 members 
Mstep: Class 28 contains 1058 members 
Mstep: Class 29 contains 9488 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11484 members 
Mstep: Class 32 contains 47476 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5741 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 60341 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2473 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11745 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028064.000000 Penalty: 85805.187500
Iteration 332Q: 44 clusters Score -8.102806e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 40558 members 
Mstep: Class 3 contains 4270 members 
Mstep: Class 4 contains 70510 members 
Mstep: Class 5 contains 11620 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33883 members 
Mstep: Class 8 contains 11145 members 
Mstep: Class 9 contains 26333 members 
Mstep: Class 10 contains 2401 members 
Mstep: Class 11 contains 25550 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4703 members 
Mstep: Class 14 contains 67480 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2737 members 
Mstep: Class 17 contains 9144 members 
Mstep: Class 18 contains 22148 members 
Mstep: Class 19 contains 7674 members 
Mstep: Class 20 contains 6957 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19029 members 
Mstep: Class 23 contains 18816 members 
Mstep: Class 24 contains 51300 members 
Mstep: Class 25 contains 2576 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 5996 members 
Mstep: Class 28 contains 1058 members 
Mstep: Class 29 contains 9488 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11488 members 
Mstep: Class 32 contains 47482 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5741 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 60368 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2474 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11746 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028000.000000 Penalty: 85805.187500
Iteration 333Q: 44 clusters Score -8.1028e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 40559 members 
Mstep: Class 3 contains 4275 members 
Mstep: Class 4 contains 70510 members 
Mstep: Class 5 contains 11619 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33885 members 
Mstep: Class 8 contains 11146 members 
Mstep: Class 9 contains 26332 members 
Mstep: Class 10 contains 2398 members 
Mstep: Class 11 contains 25548 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4703 members 
Mstep: Class 14 contains 67481 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2738 members 
Mstep: Class 17 contains 9144 members 
Mstep: Class 18 contains 22145 members 
Mstep: Class 19 contains 7679 members 
Mstep: Class 20 contains 6957 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19032 members 
Mstep: Class 23 contains 18816 members 
Mstep: Class 24 contains 51253 members 
Mstep: Class 25 contains 2576 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 5995 members 
Mstep: Class 28 contains 1058 members 
Mstep: Class 29 contains 9488 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11493 members 
Mstep: Class 32 contains 47485 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5741 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 60404 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2472 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11749 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028104.000000 Penalty: 85805.187500
Iteration 334Q: 44 clusters Score -8.10281e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 40553 members 
Mstep: Class 3 contains 4281 members 
Mstep: Class 4 contains 70514 members 
Mstep: Class 5 contains 11617 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33885 members 
Mstep: Class 8 contains 11146 members 
Mstep: Class 9 contains 26331 members 
Mstep: Class 10 contains 2396 members 
Mstep: Class 11 contains 25550 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4704 members 
Mstep: Class 14 contains 67480 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2737 members 
Mstep: Class 17 contains 9143 members 
Mstep: Class 18 contains 22140 members 
Mstep: Class 19 contains 7687 members 
Mstep: Class 20 contains 6957 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19034 members 
Mstep: Class 23 contains 18816 members 
Mstep: Class 24 contains 51211 members 
Mstep: Class 25 contains 2576 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 5994 members 
Mstep: Class 28 contains 1058 members 
Mstep: Class 29 contains 9488 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11493 members 
Mstep: Class 32 contains 47484 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5741 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 60442 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2473 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11752 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028136.000000 Penalty: 85805.187500
Iteration 335Q: 44 clusters Score -8.102814e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 40552 members 
Mstep: Class 3 contains 4284 members 
Mstep: Class 4 contains 70521 members 
Mstep: Class 5 contains 11617 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33881 members 
Mstep: Class 8 contains 11146 members 
Mstep: Class 9 contains 26333 members 
Mstep: Class 10 contains 2391 members 
Mstep: Class 11 contains 25549 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4707 members 
Mstep: Class 14 contains 67481 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2737 members 
Mstep: Class 17 contains 9143 members 
Mstep: Class 18 contains 22125 members 
Mstep: Class 19 contains 7693 members 
Mstep: Class 20 contains 6957 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19027 members 
Mstep: Class 23 contains 18816 members 
Mstep: Class 24 contains 51174 members 
Mstep: Class 25 contains 2576 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 5997 members 
Mstep: Class 28 contains 1058 members 
Mstep: Class 29 contains 9488 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11493 members 
Mstep: Class 32 contains 47488 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5741 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 60482 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2474 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11755 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028256.000000 Penalty: 85805.187500
Iteration 336Q: 44 clusters Score -8.102826e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 40548 members 
Mstep: Class 3 contains 4288 members 
Mstep: Class 4 contains 70534 members 
Mstep: Class 5 contains 11615 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33878 members 
Mstep: Class 8 contains 11145 members 
Mstep: Class 9 contains 26331 members 
Mstep: Class 10 contains 2389 members 
Mstep: Class 11 contains 25549 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4707 members 
Mstep: Class 14 contains 67484 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2736 members 
Mstep: Class 17 contains 9143 members 
Mstep: Class 18 contains 22117 members 
Mstep: Class 19 contains 7697 members 
Mstep: Class 20 contains 6957 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19029 members 
Mstep: Class 23 contains 18817 members 
Mstep: Class 24 contains 51120 members 
Mstep: Class 25 contains 2576 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 5999 members 
Mstep: Class 28 contains 1058 members 
Mstep: Class 29 contains 9488 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11496 members 
Mstep: Class 32 contains 47491 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5741 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 60525 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2474 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11756 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028216.000000 Penalty: 85805.187500
Iteration 337Q: 44 clusters Score -8.102822e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 40545 members 
Mstep: Class 3 contains 4291 members 
Mstep: Class 4 contains 70551 members 
Mstep: Class 5 contains 11614 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33876 members 
Mstep: Class 8 contains 11145 members 
Mstep: Class 9 contains 26330 members 
Mstep: Class 10 contains 2385 members 
Mstep: Class 11 contains 25549 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4704 members 
Mstep: Class 14 contains 67485 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2736 members 
Mstep: Class 17 contains 9143 members 
Mstep: Class 18 contains 22114 members 
Mstep: Class 19 contains 7706 members 
Mstep: Class 20 contains 6956 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19028 members 
Mstep: Class 23 contains 18817 members 
Mstep: Class 24 contains 51078 members 
Mstep: Class 25 contains 2576 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 5999 members 
Mstep: Class 28 contains 1059 members 
Mstep: Class 29 contains 9488 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11503 members 
Mstep: Class 32 contains 47485 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5741 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 60550 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2475 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11757 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028264.000000 Penalty: 85805.187500
Iteration 338Q: 44 clusters Score -8.102826e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 40543 members 
Mstep: Class 3 contains 4292 members 
Mstep: Class 4 contains 70561 members 
Mstep: Class 5 contains 11614 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33879 members 
Mstep: Class 8 contains 11148 members 
Mstep: Class 9 contains 26329 members 
Mstep: Class 10 contains 2383 members 
Mstep: Class 11 contains 25541 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4705 members 
Mstep: Class 14 contains 67486 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2735 members 
Mstep: Class 17 contains 9143 members 
Mstep: Class 18 contains 22106 members 
Mstep: Class 19 contains 7716 members 
Mstep: Class 20 contains 6956 members 
Mstep: Class 21 contains 21810 members 
Mstep: Class 22 contains 19026 members 
Mstep: Class 23 contains 18817 members 
Mstep: Class 24 contains 51030 members 
Mstep: Class 25 contains 2575 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 5996 members 
Mstep: Class 28 contains 1059 members 
Mstep: Class 29 contains 9488 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11504 members 
Mstep: Class 32 contains 47500 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5741 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 60579 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2476 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11759 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028280.000000 Penalty: 85805.187500
Iteration 339Q: 44 clusters Score -8.102828e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 40535 members 
Mstep: Class 3 contains 4294 members 
Mstep: Class 4 contains 70575 members 
Mstep: Class 5 contains 11613 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33879 members 
Mstep: Class 8 contains 11150 members 
Mstep: Class 9 contains 26330 members 
Mstep: Class 10 contains 2381 members 
Mstep: Class 11 contains 25539 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4708 members 
Mstep: Class 14 contains 67483 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2735 members 
Mstep: Class 17 contains 9143 members 
Mstep: Class 18 contains 22101 members 
Mstep: Class 19 contains 7722 members 
Mstep: Class 20 contains 6956 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19024 members 
Mstep: Class 23 contains 18817 members 
Mstep: Class 24 contains 50995 members 
Mstep: Class 25 contains 2574 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 5995 members 
Mstep: Class 28 contains 1059 members 
Mstep: Class 29 contains 9488 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11504 members 
Mstep: Class 32 contains 47502 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5740 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 60607 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2476 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11762 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028272.000000 Penalty: 85805.187500
Iteration 340F: 44 clusters Score -8.102827e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 40526 members 
Mstep: Class 3 contains 4295 members 
Mstep: Class 4 contains 70599 members 
Mstep: Class 5 contains 11613 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33880 members 
Mstep: Class 8 contains 11150 members 
Mstep: Class 9 contains 26331 members 
Mstep: Class 10 contains 2378 members 
Mstep: Class 11 contains 25537 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4710 members 
Mstep: Class 14 contains 67483 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2735 members 
Mstep: Class 17 contains 9143 members 
Mstep: Class 18 contains 22090 members 
Mstep: Class 19 contains 7730 members 
Mstep: Class 20 contains 6956 members 
Mstep: Class 21 contains 21808 members 
Mstep: Class 22 contains 19019 members 
Mstep: Class 23 contains 18817 members 
Mstep: Class 24 contains 50946 members 
Mstep: Class 25 contains 2574 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 5994 members 
Mstep: Class 28 contains 1059 members 
Mstep: Class 29 contains 9488 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11504 members 
Mstep: Class 32 contains 47510 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5740 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 60636 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2478 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11765 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028272.000000 Penalty: 85805.187500
Iteration 341Q: 44 clusters Score -8.102827e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 40523 members 
Mstep: Class 3 contains 4298 members 
Mstep: Class 4 contains 70625 members 
Mstep: Class 5 contains 11612 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33881 members 
Mstep: Class 8 contains 11148 members 
Mstep: Class 9 contains 26332 members 
Mstep: Class 10 contains 2377 members 
Mstep: Class 11 contains 25534 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4713 members 
Mstep: Class 14 contains 67484 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2735 members 
Mstep: Class 17 contains 9144 members 
Mstep: Class 18 contains 22083 members 
Mstep: Class 19 contains 7731 members 
Mstep: Class 20 contains 6957 members 
Mstep: Class 21 contains 21808 members 
Mstep: Class 22 contains 19020 members 
Mstep: Class 23 contains 18817 members 
Mstep: Class 24 contains 50901 members 
Mstep: Class 25 contains 2574 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 5993 members 
Mstep: Class 28 contains 1059 members 
Mstep: Class 29 contains 9488 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11507 members 
Mstep: Class 32 contains 47494 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5740 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 60671 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2479 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11768 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028248.000000 Penalty: 85805.187500
Iteration 342Q: 44 clusters Score -8.102825e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 40517 members 
Mstep: Class 3 contains 4303 members 
Mstep: Class 4 contains 70656 members 
Mstep: Class 5 contains 11612 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33882 members 
Mstep: Class 8 contains 11148 members 
Mstep: Class 9 contains 26332 members 
Mstep: Class 10 contains 2378 members 
Mstep: Class 11 contains 25537 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4715 members 
Mstep: Class 14 contains 67481 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2733 members 
Mstep: Class 17 contains 9147 members 
Mstep: Class 18 contains 22080 members 
Mstep: Class 19 contains 7732 members 
Mstep: Class 20 contains 6958 members 
Mstep: Class 21 contains 21808 members 
Mstep: Class 22 contains 19013 members 
Mstep: Class 23 contains 18818 members 
Mstep: Class 24 contains 50860 members 
Mstep: Class 25 contains 2574 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 5990 members 
Mstep: Class 28 contains 1059 members 
Mstep: Class 29 contains 9488 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11507 members 
Mstep: Class 32 contains 47468 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5740 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 60708 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2480 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11772 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028320.000000 Penalty: 85805.187500
Iteration 343Q: 44 clusters Score -8.102832e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 40519 members 
Mstep: Class 3 contains 4308 members 
Mstep: Class 4 contains 70680 members 
Mstep: Class 5 contains 11612 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33883 members 
Mstep: Class 8 contains 11147 members 
Mstep: Class 9 contains 26332 members 
Mstep: Class 10 contains 2375 members 
Mstep: Class 11 contains 25534 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4715 members 
Mstep: Class 14 contains 67479 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2733 members 
Mstep: Class 17 contains 9149 members 
Mstep: Class 18 contains 22068 members 
Mstep: Class 19 contains 7737 members 
Mstep: Class 20 contains 6958 members 
Mstep: Class 21 contains 21808 members 
Mstep: Class 22 contains 19011 members 
Mstep: Class 23 contains 18818 members 
Mstep: Class 24 contains 50830 members 
Mstep: Class 25 contains 2574 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 5990 members 
Mstep: Class 28 contains 1059 members 
Mstep: Class 29 contains 9488 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11510 members 
Mstep: Class 32 contains 47444 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5740 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 60736 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2480 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11780 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028336.000000 Penalty: 85805.187500
Iteration 344Q: 44 clusters Score -8.102834e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 40511 members 
Mstep: Class 3 contains 4312 members 
Mstep: Class 4 contains 70696 members 
Mstep: Class 5 contains 11611 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33882 members 
Mstep: Class 8 contains 11147 members 
Mstep: Class 9 contains 26331 members 
Mstep: Class 10 contains 2378 members 
Mstep: Class 11 contains 25531 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4718 members 
Mstep: Class 14 contains 67478 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2733 members 
Mstep: Class 17 contains 9151 members 
Mstep: Class 18 contains 22052 members 
Mstep: Class 19 contains 7742 members 
Mstep: Class 20 contains 6958 members 
Mstep: Class 21 contains 21808 members 
Mstep: Class 22 contains 19012 members 
Mstep: Class 23 contains 18818 members 
Mstep: Class 24 contains 50806 members 
Mstep: Class 25 contains 2574 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 5991 members 
Mstep: Class 28 contains 1059 members 
Mstep: Class 29 contains 9488 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11519 members 
Mstep: Class 32 contains 47430 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5740 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 60757 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2483 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11783 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028200.000000 Penalty: 85805.187500
Iteration 345Q: 44 clusters Score -8.10282e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 40511 members 
Mstep: Class 3 contains 4316 members 
Mstep: Class 4 contains 70711 members 
Mstep: Class 5 contains 11608 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33882 members 
Mstep: Class 8 contains 11146 members 
Mstep: Class 9 contains 26331 members 
Mstep: Class 10 contains 2380 members 
Mstep: Class 11 contains 25529 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4719 members 
Mstep: Class 14 contains 67478 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2733 members 
Mstep: Class 17 contains 9152 members 
Mstep: Class 18 contains 22045 members 
Mstep: Class 19 contains 7749 members 
Mstep: Class 20 contains 6958 members 
Mstep: Class 21 contains 21808 members 
Mstep: Class 22 contains 19009 members 
Mstep: Class 23 contains 18818 members 
Mstep: Class 24 contains 50775 members 
Mstep: Class 25 contains 2574 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 5990 members 
Mstep: Class 28 contains 1059 members 
Mstep: Class 29 contains 9488 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11527 members 
Mstep: Class 32 contains 47413 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5740 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 60785 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2484 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11784 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028288.000000 Penalty: 85805.187500
Iteration 346Q: 44 clusters Score -8.102829e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 40511 members 
Mstep: Class 3 contains 4319 members 
Mstep: Class 4 contains 70730 members 
Mstep: Class 5 contains 11608 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33881 members 
Mstep: Class 8 contains 11144 members 
Mstep: Class 9 contains 26330 members 
Mstep: Class 10 contains 2383 members 
Mstep: Class 11 contains 25528 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4718 members 
Mstep: Class 14 contains 67480 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2733 members 
Mstep: Class 17 contains 9153 members 
Mstep: Class 18 contains 22036 members 
Mstep: Class 19 contains 7756 members 
Mstep: Class 20 contains 6958 members 
Mstep: Class 21 contains 21808 members 
Mstep: Class 22 contains 19010 members 
Mstep: Class 23 contains 18819 members 
Mstep: Class 24 contains 50747 members 
Mstep: Class 25 contains 2574 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 5992 members 
Mstep: Class 28 contains 1060 members 
Mstep: Class 29 contains 9488 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11539 members 
Mstep: Class 32 contains 47393 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5740 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 60803 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2484 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11788 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028136.000000 Penalty: 85805.187500
Iteration 347Q: 44 clusters Score -8.102814e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 40499 members 
Mstep: Class 3 contains 4323 members 
Mstep: Class 4 contains 70742 members 
Mstep: Class 5 contains 11609 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33883 members 
Mstep: Class 8 contains 11144 members 
Mstep: Class 9 contains 26328 members 
Mstep: Class 10 contains 2385 members 
Mstep: Class 11 contains 25526 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4718 members 
Mstep: Class 14 contains 67480 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2734 members 
Mstep: Class 17 contains 9153 members 
Mstep: Class 18 contains 22030 members 
Mstep: Class 19 contains 7765 members 
Mstep: Class 20 contains 6958 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19012 members 
Mstep: Class 23 contains 18819 members 
Mstep: Class 24 contains 50719 members 
Mstep: Class 25 contains 2574 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 5993 members 
Mstep: Class 28 contains 1060 members 
Mstep: Class 29 contains 9488 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11542 members 
Mstep: Class 32 contains 47380 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5740 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 60828 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2486 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11792 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028048.000000 Penalty: 85805.187500
Iteration 348Q: 44 clusters Score -8.102805e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 40491 members 
Mstep: Class 3 contains 4326 members 
Mstep: Class 4 contains 70754 members 
Mstep: Class 5 contains 11611 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33884 members 
Mstep: Class 8 contains 11144 members 
Mstep: Class 9 contains 26328 members 
Mstep: Class 10 contains 2386 members 
Mstep: Class 11 contains 25525 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4718 members 
Mstep: Class 14 contains 67480 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2732 members 
Mstep: Class 17 contains 9153 members 
Mstep: Class 18 contains 22030 members 
Mstep: Class 19 contains 7776 members 
Mstep: Class 20 contains 6958 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19009 members 
Mstep: Class 23 contains 18819 members 
Mstep: Class 24 contains 50691 members 
Mstep: Class 25 contains 2574 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 5996 members 
Mstep: Class 28 contains 1060 members 
Mstep: Class 29 contains 9488 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11547 members 
Mstep: Class 32 contains 47361 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5740 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 60854 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2486 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11795 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028072.000000 Penalty: 85805.187500
Iteration 349Q: 44 clusters Score -8.102807e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 40497 members 
Mstep: Class 3 contains 4330 members 
Mstep: Class 4 contains 70765 members 
Mstep: Class 5 contains 11612 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33881 members 
Mstep: Class 8 contains 11144 members 
Mstep: Class 9 contains 26327 members 
Mstep: Class 10 contains 2384 members 
Mstep: Class 11 contains 25524 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4719 members 
Mstep: Class 14 contains 67478 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2732 members 
Mstep: Class 17 contains 9154 members 
Mstep: Class 18 contains 22026 members 
Mstep: Class 19 contains 7784 members 
Mstep: Class 20 contains 6958 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19006 members 
Mstep: Class 23 contains 18819 members 
Mstep: Class 24 contains 50656 members 
Mstep: Class 25 contains 2574 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 5996 members 
Mstep: Class 28 contains 1060 members 
Mstep: Class 29 contains 9488 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11548 members 
Mstep: Class 32 contains 47351 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5740 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 60884 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2486 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11797 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028000.000000 Penalty: 85805.187500
Iteration 350Q: 44 clusters Score -8.1028e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 40500 members 
Mstep: Class 3 contains 4332 members 
Mstep: Class 4 contains 70769 members 
Mstep: Class 5 contains 11611 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33877 members 
Mstep: Class 8 contains 11144 members 
Mstep: Class 9 contains 26327 members 
Mstep: Class 10 contains 2384 members 
Mstep: Class 11 contains 25524 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4719 members 
Mstep: Class 14 contains 67476 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2731 members 
Mstep: Class 17 contains 9158 members 
Mstep: Class 18 contains 22024 members 
Mstep: Class 19 contains 7785 members 
Mstep: Class 20 contains 6958 members 
Mstep: Class 21 contains 21809 members 
Mstep: Class 22 contains 19005 members 
Mstep: Class 23 contains 18819 members 
Mstep: Class 24 contains 50615 members 
Mstep: Class 25 contains 2574 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 5995 members 
Mstep: Class 28 contains 1060 members 
Mstep: Class 29 contains 9488 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11553 members 
Mstep: Class 32 contains 47362 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5740 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 60908 members 
Mstep: Class 39 contains 16169 members 
Mstep: Class 40 contains 2486 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11801 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028096.000000 Penalty: 85805.187500
Iteration 351Q: 44 clusters Score -8.10281e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 40499 members 
Mstep: Class 3 contains 4334 members 
Mstep: Class 4 contains 70774 members 
Mstep: Class 5 contains 11609 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33876 members 
Mstep: Class 8 contains 11145 members 
Mstep: Class 9 contains 26327 members 
Mstep: Class 10 contains 2386 members 
Mstep: Class 11 contains 25527 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4724 members 
Mstep: Class 14 contains 67475 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2731 members 
Mstep: Class 17 contains 9160 members 
Mstep: Class 18 contains 22021 members 
Mstep: Class 19 contains 7785 members 
Mstep: Class 20 contains 6958 members 
Mstep: Class 21 contains 21808 members 
Mstep: Class 22 contains 19004 members 
Mstep: Class 23 contains 18819 members 
Mstep: Class 24 contains 50589 members 
Mstep: Class 25 contains 2575 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 5996 members 
Mstep: Class 28 contains 1060 members 
Mstep: Class 29 contains 9488 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11554 members 
Mstep: Class 32 contains 47360 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5740 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 60924 members 
Mstep: Class 39 contains 16169 members 
Mstep: Class 40 contains 2486 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11803 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028040.000000 Penalty: 85805.187500
Iteration 352Q: 44 clusters Score -8.102804e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 40494 members 
Mstep: Class 3 contains 4336 members 
Mstep: Class 4 contains 70777 members 
Mstep: Class 5 contains 11608 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33876 members 
Mstep: Class 8 contains 11147 members 
Mstep: Class 9 contains 26326 members 
Mstep: Class 10 contains 2389 members 
Mstep: Class 11 contains 25526 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4727 members 
Mstep: Class 14 contains 67472 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2731 members 
Mstep: Class 17 contains 9159 members 
Mstep: Class 18 contains 22018 members 
Mstep: Class 19 contains 7791 members 
Mstep: Class 20 contains 6958 members 
Mstep: Class 21 contains 21808 members 
Mstep: Class 22 contains 19003 members 
Mstep: Class 23 contains 18819 members 
Mstep: Class 24 contains 50571 members 
Mstep: Class 25 contains 2575 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 5996 members 
Mstep: Class 28 contains 1060 members 
Mstep: Class 29 contains 9488 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11557 members 
Mstep: Class 32 contains 47369 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5740 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 60926 members 
Mstep: Class 39 contains 16169 members 
Mstep: Class 40 contains 2487 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11805 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028152.000000 Penalty: 85805.187500
Iteration 353Q: 44 clusters Score -8.102815e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 40494 members 
Mstep: Class 3 contains 4338 members 
Mstep: Class 4 contains 70780 members 
Mstep: Class 5 contains 11608 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33876 members 
Mstep: Class 8 contains 11148 members 
Mstep: Class 9 contains 26326 members 
Mstep: Class 10 contains 2387 members 
Mstep: Class 11 contains 25527 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4729 members 
Mstep: Class 14 contains 67473 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2731 members 
Mstep: Class 17 contains 9160 members 
Mstep: Class 18 contains 22016 members 
Mstep: Class 19 contains 7792 members 
Mstep: Class 20 contains 6958 members 
Mstep: Class 21 contains 21808 members 
Mstep: Class 22 contains 19001 members 
Mstep: Class 23 contains 18819 members 
Mstep: Class 24 contains 50550 members 
Mstep: Class 25 contains 2575 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 5996 members 
Mstep: Class 28 contains 1060 members 
Mstep: Class 29 contains 9488 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11558 members 
Mstep: Class 32 contains 47372 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5740 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 60936 members 
Mstep: Class 39 contains 16169 members 
Mstep: Class 40 contains 2488 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11805 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028184.000000 Penalty: 85805.187500
Iteration 354Q: 44 clusters Score -8.102818e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 40498 members 
Mstep: Class 3 contains 4340 members 
Mstep: Class 4 contains 70786 members 
Mstep: Class 5 contains 11608 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33875 members 
Mstep: Class 8 contains 11148 members 
Mstep: Class 9 contains 26325 members 
Mstep: Class 10 contains 2384 members 
Mstep: Class 11 contains 25527 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4729 members 
Mstep: Class 14 contains 67475 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2730 members 
Mstep: Class 17 contains 9160 members 
Mstep: Class 18 contains 22016 members 
Mstep: Class 19 contains 7799 members 
Mstep: Class 20 contains 6958 members 
Mstep: Class 21 contains 21808 members 
Mstep: Class 22 contains 18998 members 
Mstep: Class 23 contains 18819 members 
Mstep: Class 24 contains 50533 members 
Mstep: Class 25 contains 2575 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 5996 members 
Mstep: Class 28 contains 1060 members 
Mstep: Class 29 contains 9488 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11555 members 
Mstep: Class 32 contains 47375 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5740 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 60944 members 
Mstep: Class 39 contains 16169 members 
Mstep: Class 40 contains 2489 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11805 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028208.000000 Penalty: 85805.187500
Iteration 355Q: 44 clusters Score -8.102821e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 40503 members 
Mstep: Class 3 contains 4345 members 
Mstep: Class 4 contains 70794 members 
Mstep: Class 5 contains 11607 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33873 members 
Mstep: Class 8 contains 11148 members 
Mstep: Class 9 contains 26323 members 
Mstep: Class 10 contains 2375 members 
Mstep: Class 11 contains 25531 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4730 members 
Mstep: Class 14 contains 67476 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2730 members 
Mstep: Class 17 contains 9158 members 
Mstep: Class 18 contains 22013 members 
Mstep: Class 19 contains 7801 members 
Mstep: Class 20 contains 6958 members 
Mstep: Class 21 contains 21808 members 
Mstep: Class 22 contains 18997 members 
Mstep: Class 23 contains 18819 members 
Mstep: Class 24 contains 50506 members 
Mstep: Class 25 contains 2575 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 5995 members 
Mstep: Class 28 contains 1060 members 
Mstep: Class 29 contains 9488 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11552 members 
Mstep: Class 32 contains 47381 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5740 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 60964 members 
Mstep: Class 39 contains 16169 members 
Mstep: Class 40 contains 2490 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11805 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028272.000000 Penalty: 85805.187500
Iteration 356Q: 44 clusters Score -8.102827e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 40506 members 
Mstep: Class 3 contains 4345 members 
Mstep: Class 4 contains 70797 members 
Mstep: Class 5 contains 11606 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33875 members 
Mstep: Class 8 contains 11149 members 
Mstep: Class 9 contains 26323 members 
Mstep: Class 10 contains 2373 members 
Mstep: Class 11 contains 25533 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4730 members 
Mstep: Class 14 contains 67476 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2730 members 
Mstep: Class 17 contains 9157 members 
Mstep: Class 18 contains 22011 members 
Mstep: Class 19 contains 7799 members 
Mstep: Class 20 contains 6958 members 
Mstep: Class 21 contains 21808 members 
Mstep: Class 22 contains 18989 members 
Mstep: Class 23 contains 18819 members 
Mstep: Class 24 contains 50484 members 
Mstep: Class 25 contains 2575 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 5996 members 
Mstep: Class 28 contains 1060 members 
Mstep: Class 29 contains 9488 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11552 members 
Mstep: Class 32 contains 47393 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5740 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 60977 members 
Mstep: Class 39 contains 16169 members 
Mstep: Class 40 contains 2492 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11805 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028240.000000 Penalty: 85805.187500
Iteration 357Q: 44 clusters Score -8.102824e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 40503 members 
Mstep: Class 3 contains 4347 members 
Mstep: Class 4 contains 70804 members 
Mstep: Class 5 contains 11606 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33876 members 
Mstep: Class 8 contains 11149 members 
Mstep: Class 9 contains 26323 members 
Mstep: Class 10 contains 2370 members 
Mstep: Class 11 contains 25536 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4732 members 
Mstep: Class 14 contains 67476 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2730 members 
Mstep: Class 17 contains 9157 members 
Mstep: Class 18 contains 22008 members 
Mstep: Class 19 contains 7799 members 
Mstep: Class 20 contains 6958 members 
Mstep: Class 21 contains 21808 members 
Mstep: Class 22 contains 18986 members 
Mstep: Class 23 contains 18819 members 
Mstep: Class 24 contains 50466 members 
Mstep: Class 25 contains 2575 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 5996 members 
Mstep: Class 28 contains 1060 members 
Mstep: Class 29 contains 9488 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11549 members 
Mstep: Class 32 contains 47397 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5740 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 60990 members 
Mstep: Class 39 contains 16169 members 
Mstep: Class 40 contains 2494 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11807 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028248.000000 Penalty: 85805.187500
Iteration 358Q: 44 clusters Score -8.102825e+07 nChanged 84
Entering ConstructFrom: 
Score: -81028248.000000 Penalty: 85805.187500
Entering ConstructFrom: 
Trying to split cluster 1 (6385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Entering Unmasked Estep 
Score: -765624.875000 Penalty: 1303.741943
	Iteration 0F: 2 clusters Score -765624.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -761123.625000 Penalty: 2607.483887
	Iteration 0F: 3 clusters Score -761123.6 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -762490.000000 Penalty: 2607.483887
	Iteration 1F: 3 clusters Score -762490 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -762906.500000 Penalty: 2607.483887
	Iteration 2F: 3 clusters Score -762906.5 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -763239.062500 Penalty: 2607.483887
	Iteration 3F: 3 clusters Score -763239.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -763527.187500 Penalty: 2607.483887
	Iteration 4F: 3 clusters Score -763527.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -763765.500000 Penalty: 2607.483887
	Iteration 5Q: 3 clusters Score -763765.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -763952.375000 Penalty: 2607.483887
	Iteration 6Q: 3 clusters Score -763952.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -764135.937500 Penalty: 2607.483887
	Iteration 7Q: 3 clusters Score -764135.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -764303.625000 Penalty: 2607.483887
	Iteration 8Q: 3 clusters Score -764303.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -764437.500000 Penalty: 2607.483887
	Iteration 9Q: 3 clusters Score -764437.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -764568.250000 Penalty: 2607.483887
	Iteration 10Q: 3 clusters Score -764568.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -764688.687500 Penalty: 2607.483887
	Iteration 11Q: 3 clusters Score -764688.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -764774.000000 Penalty: 2607.483887
	Iteration 12Q: 3 clusters Score -764774 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -764841.562500 Penalty: 2607.483887
	Iteration 13Q: 3 clusters Score -764841.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -764894.062500 Penalty: 2607.483887
	Iteration 14Q: 3 clusters Score -764894.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -764932.687500 Penalty: 2607.483887
	Iteration 15Q: 3 clusters Score -764932.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -764958.750000 Penalty: 2607.483887
	Iteration 16Q: 3 clusters Score -764958.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -764979.125000 Penalty: 2607.483887
	Iteration 17Q: 3 clusters Score -764979.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -764990.687500 Penalty: 2607.483887
	Iteration 18Q: 3 clusters Score -764990.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -765001.687500 Penalty: 2607.483887
	Iteration 19Q: 3 clusters Score -765001.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -765008.250000 Penalty: 2607.483887
	Iteration 20F: 3 clusters Score -765008.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -765011.375000 Penalty: 2607.483887
	Iteration 21Q: 3 clusters Score -765011.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -765017.687500 Penalty: 2607.483887
	Iteration 22Q: 3 clusters Score -765017.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -765019.937500 Penalty: 2607.483887
	Iteration 23Q: 3 clusters Score -765019.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -765021.812500 Penalty: 2607.483887
	Iteration 24Q: 3 clusters Score -765021.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -765022.562500 Penalty: 2607.483887
	Iteration 25Q: 3 clusters Score -765022.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -765024.562500 Penalty: 2607.483887
	Iteration 26Q: 3 clusters Score -765024.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -765025.562500 Penalty: 2607.483887
	Iteration 27Q: 3 clusters Score -765025.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -765028.812500 Penalty: 2607.483887
	Iteration 28Q: 3 clusters Score -765028.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -765030.125000 Penalty: 2607.483887
	Iteration 29Q: 3 clusters Score -765030.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -765032.312500 Penalty: 2607.483887
	Iteration 30Q: 3 clusters Score -765032.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -765034.312500 Penalty: 2607.483887
	Iteration 31Q: 3 clusters Score -765034.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -765034.687500 Penalty: 2607.483887
	Iteration 32Q: 3 clusters Score -765034.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -765034.062500 Penalty: 2607.483887
	Iteration 33Q: 3 clusters Score -765034.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -765034.062500 Penalty: 2607.483887
	Iteration 34F: 3 clusters Score -765034.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (40498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40498 members 
Entering Unmasked Estep 
Score: -4977876.000000 Penalty: 1578.620361
	Iteration 0F: 2 clusters Score -4977876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -4951584.000000 Penalty: 3157.240723
	Iteration 0F: 3 clusters Score -4951584 nChanged 18474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 21882 members 
Entering Unmasked Estep 
Score: -4961964.500000 Penalty: 3157.240723
	Iteration 1F: 3 clusters Score -4961964 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 22746 members 
Entering Unmasked Estep 
Score: -4962675.500000 Penalty: 3157.240723
	Iteration 2Q: 3 clusters Score -4962676 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 23900 members 
Entering Unmasked Estep 
Score: -4963432.500000 Penalty: 3157.240723
	Iteration 3Q: 3 clusters Score -4963432 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 25493 members 
Entering Unmasked Estep 
Score: -4964445.000000 Penalty: 3157.240723
	Iteration 4F: 3 clusters Score -4964445 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 27495 members 
Entering Unmasked Estep 
Score: -4965768.500000 Penalty: 3157.240723
	Iteration 5F: 3 clusters Score -4965768 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 29935 members 
Entering Unmasked Estep 
Score: -4967502.000000 Penalty: 3157.240723
	Iteration 6F: 3 clusters Score -4967502 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 32690 members 
Entering Unmasked Estep 
Score: -4969735.000000 Penalty: 3157.240723
	Iteration 7F: 3 clusters Score -4969735 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 35323 members 
Entering Unmasked Estep 
Score: -4972078.000000 Penalty: 3157.240723
	Iteration 8F: 3 clusters Score -4972078 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 37541 members 
Entering Unmasked Estep 
Score: -4974115.500000 Penalty: 3157.240723
	Iteration 9F: 3 clusters Score -4974116 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 38930 members 
Entering Unmasked Estep 
Score: -4975399.000000 Penalty: 3157.240723
	Iteration 10Q: 3 clusters Score -4975399 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 39648 members 
Entering Unmasked Estep 
Score: -4976026.000000 Penalty: 3157.240723
	Iteration 11Q: 3 clusters Score -4976026 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 39930 members 
Entering Unmasked Estep 
Score: -4976285.000000 Penalty: 3157.240723
	Iteration 12Q: 3 clusters Score -4976285 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 40054 members 
Entering Unmasked Estep 
Score: -4976425.500000 Penalty: 3157.240723
	Iteration 13Q: 3 clusters Score -4976426 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 40112 members 
Entering Unmasked Estep 
Score: -4976505.000000 Penalty: 3157.240723
	Iteration 14Q: 3 clusters Score -4976505 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 40144 members 
Entering Unmasked Estep 
Score: -4976553.500000 Penalty: 3157.240723
	Iteration 15Q: 3 clusters Score -4976554 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 40161 members 
Entering Unmasked Estep 
Score: -4976589.500000 Penalty: 3157.240723
	Iteration 16Q: 3 clusters Score -4976590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 40165 members 
Entering Unmasked Estep 
Score: -4976598.500000 Penalty: 3157.240723
	Iteration 17Q: 3 clusters Score -4976598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 40170 members 
Entering Unmasked Estep 
Score: -4976608.500000 Penalty: 3157.240723
	Iteration 18Q: 3 clusters Score -4976608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 40175 members 
Entering Unmasked Estep 
Score: -4976610.000000 Penalty: 3157.240723
	Iteration 19Q: 3 clusters Score -4976610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 40177 members 
Entering Unmasked Estep 
Score: -4976614.500000 Penalty: 3157.240723
	Iteration 20F: 3 clusters Score -4976614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 40178 members 
Entering Unmasked Estep 
Score: -4976614.000000 Penalty: 3157.240723
	Iteration 21Q: 3 clusters Score -4976614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 40178 members 
Entering Unmasked Estep 
Score: -4976612.000000 Penalty: 3157.240723
	Iteration 22Q: 3 clusters Score -4976612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 40179 members 
Entering Unmasked Estep 
Score: -4976618.000000 Penalty: 3157.240723
	Iteration 23Q: 3 clusters Score -4976618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 40182 members 
Entering Unmasked Estep 
Score: -4976620.000000 Penalty: 3157.240723
	Iteration 24Q: 3 clusters Score -4976620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 40183 members 
Entering Unmasked Estep 
Score: -4976624.500000 Penalty: 3157.240723
	Iteration 25Q: 3 clusters Score -4976624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 40183 members 
Entering Unmasked Estep 
Score: -4976628.500000 Penalty: 3157.240723
	Iteration 26Q: 3 clusters Score -4976628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 40185 members 
Entering Unmasked Estep 
Score: -4976629.000000 Penalty: 3157.240723
	Iteration 27Q: 3 clusters Score -4976629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 40184 members 
Entering Unmasked Estep 
Score: -4976631.500000 Penalty: 3157.240723
	Iteration 28Q: 3 clusters Score -4976632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 40182 members 
Entering Unmasked Estep 
Score: -4976628.000000 Penalty: 3157.240723
	Iteration 29Q: 3 clusters Score -4976628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 40184 members 
Entering Unmasked Estep 
Score: -4976629.500000 Penalty: 3157.240723
	Iteration 30Q: 3 clusters Score -4976630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 40182 members 
Entering Unmasked Estep 
Score: -4976632.000000 Penalty: 3157.240723
	Iteration 31Q: 3 clusters Score -4976632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 40183 members 
Entering Unmasked Estep 
Score: -4976636.000000 Penalty: 3157.240723
	Iteration 32Q: 3 clusters Score -4976636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 40185 members 
Entering Unmasked Estep 
Score: -4976638.000000 Penalty: 3157.240723
	Iteration 33Q: 3 clusters Score -4976638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 40186 members 
Entering Unmasked Estep 
Score: -4976636.000000 Penalty: 3157.240723
	Iteration 34Q: 3 clusters Score -4976636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 40187 members 
Entering Unmasked Estep 
Score: -4976638.000000 Penalty: 3157.240723
	Iteration 35Q: 3 clusters Score -4976638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 40189 members 
Entering Unmasked Estep 
Score: -4976638.500000 Penalty: 3157.240723
	Iteration 36Q: 3 clusters Score -4976638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 40190 members 
Entering Unmasked Estep 
Score: -4976643.500000 Penalty: 3157.240723
	Iteration 37Q: 3 clusters Score -4976644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 40190 members 
Entering Unmasked Estep 
Score: -4976643.500000 Penalty: 3157.240723
	Iteration 38F: 3 clusters Score -4976644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Entering Unmasked Estep 
Score: -506692.187500 Penalty: 1246.636230
	Iteration 0F: 2 clusters Score -506692.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -503392.500000 Penalty: 2493.272461
	Iteration 0F: 3 clusters Score -503392.5 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -504346.156250 Penalty: 2493.272461
	Iteration 1F: 3 clusters Score -504346.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -504584.406250 Penalty: 2493.272461
	Iteration 2F: 3 clusters Score -504584.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -504734.406250 Penalty: 2493.272461
	Iteration 3F: 3 clusters Score -504734.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -504844.906250 Penalty: 2493.272461
	Iteration 4Q: 3 clusters Score -504844.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -504921.000000 Penalty: 2493.272461
	Iteration 5Q: 3 clusters Score -504921 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -505000.156250 Penalty: 2493.272461
	Iteration 6Q: 3 clusters Score -505000.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -505070.593750 Penalty: 2493.272461
	Iteration 7Q: 3 clusters Score -505070.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -505165.906250 Penalty: 2493.272461
	Iteration 8Q: 3 clusters Score -505165.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -505271.312500 Penalty: 2493.272461
	Iteration 9Q: 3 clusters Score -505271.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -505386.937500 Penalty: 2493.272461
	Iteration 10Q: 3 clusters Score -505386.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -505533.875000 Penalty: 2493.272461
	Iteration 11Q: 3 clusters Score -505533.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -505659.500000 Penalty: 2493.272461
	Iteration 12Q: 3 clusters Score -505659.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -505777.656250 Penalty: 2493.272461
	Iteration 13Q: 3 clusters Score -505777.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -505873.593750 Penalty: 2493.272461
	Iteration 14Q: 3 clusters Score -505873.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -505941.656250 Penalty: 2493.272461
	Iteration 15Q: 3 clusters Score -505941.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -506000.937500 Penalty: 2493.272461
	Iteration 16Q: 3 clusters Score -506000.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -506045.500000 Penalty: 2493.272461
	Iteration 17Q: 3 clusters Score -506045.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -506083.312500 Penalty: 2493.272461
	Iteration 18Q: 3 clusters Score -506083.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -506119.812500 Penalty: 2493.272461
	Iteration 19Q: 3 clusters Score -506119.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -506145.812500 Penalty: 2493.272461
	Iteration 20F: 3 clusters Score -506145.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -506171.968750 Penalty: 2493.272461
	Iteration 21Q: 3 clusters Score -506172 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -506198.218750 Penalty: 2493.272461
	Iteration 22Q: 3 clusters Score -506198.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -506232.656250 Penalty: 2493.272461
	Iteration 23Q: 3 clusters Score -506232.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -506262.562500 Penalty: 2493.272461
	Iteration 24Q: 3 clusters Score -506262.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -506279.687500 Penalty: 2493.272461
	Iteration 25Q: 3 clusters Score -506279.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -506292.687500 Penalty: 2493.272461
	Iteration 26Q: 3 clusters Score -506292.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -506306.281250 Penalty: 2493.272461
	Iteration 27Q: 3 clusters Score -506306.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -506319.937500 Penalty: 2493.272461
	Iteration 28Q: 3 clusters Score -506319.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -506342.406250 Penalty: 2493.272461
	Iteration 29Q: 3 clusters Score -506342.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -506363.718750 Penalty: 2493.272461
	Iteration 30Q: 3 clusters Score -506363.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -506385.125000 Penalty: 2493.272461
	Iteration 31Q: 3 clusters Score -506385.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -506402.625000 Penalty: 2493.272461
	Iteration 32Q: 3 clusters Score -506402.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -506412.625000 Penalty: 2493.272461
	Iteration 33Q: 3 clusters Score -506412.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -506419.375000 Penalty: 2493.272461
	Iteration 34Q: 3 clusters Score -506419.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -506421.906250 Penalty: 2493.272461
	Iteration 35Q: 3 clusters Score -506421.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -506424.687500 Penalty: 2493.272461
	Iteration 36Q: 3 clusters Score -506424.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -506428.656250 Penalty: 2493.272461
	Iteration 37Q: 3 clusters Score -506428.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -506432.312500 Penalty: 2493.272461
	Iteration 38Q: 3 clusters Score -506432.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -506434.343750 Penalty: 2493.272461
	Iteration 39Q: 3 clusters Score -506434.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -506437.093750 Penalty: 2493.272461
	Iteration 40F: 3 clusters Score -506437.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -506437.125000 Penalty: 2493.272461
	Iteration 41Q: 3 clusters Score -506437.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -506437.781250 Penalty: 2493.272461
	Iteration 42Q: 3 clusters Score -506437.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -506437.437500 Penalty: 2493.272461
	Iteration 43Q: 3 clusters Score -506437.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -506437.437500 Penalty: 2493.272461
	Iteration 44F: 3 clusters Score -506437.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (70804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70804 members 
Entering Unmasked Estep 
Score: -8899979.000000 Penalty: 1661.749512
	Iteration 0F: 2 clusters Score -8899979 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35328 members 
Mstep: Class 2 contains 35476 members 
Entering Unmasked Estep 
Score: -8856947.000000 Penalty: 3323.499023
	Iteration 0F: 3 clusters Score -8856947 nChanged 33191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33899 members 
Mstep: Class 2 contains 36905 members 
Entering Unmasked Estep 
Score: -8875521.000000 Penalty: 3323.499023
	Iteration 1F: 3 clusters Score -8875521 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32865 members 
Mstep: Class 2 contains 37939 members 
Entering Unmasked Estep 
Score: -8876329.000000 Penalty: 3323.499023
	Iteration 2Q: 3 clusters Score -8876329 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31289 members 
Mstep: Class 2 contains 39515 members 
Entering Unmasked Estep 
Score: -8877348.000000 Penalty: 3323.499023
	Iteration 3Q: 3 clusters Score -8877348 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29118 members 
Mstep: Class 2 contains 41686 members 
Entering Unmasked Estep 
Score: -8878751.000000 Penalty: 3323.499023
	Iteration 4Q: 3 clusters Score -8878751 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26155 members 
Mstep: Class 2 contains 44649 members 
Entering Unmasked Estep 
Score: -8880894.000000 Penalty: 3323.499023
	Iteration 5F: 3 clusters Score -8880894 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22744 members 
Mstep: Class 2 contains 48060 members 
Entering Unmasked Estep 
Score: -8883553.000000 Penalty: 3323.499023
	Iteration 6F: 3 clusters Score -8883553 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 51611 members 
Entering Unmasked Estep 
Score: -8886612.000000 Penalty: 3323.499023
	Iteration 7F: 3 clusters Score -8886612 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 55002 members 
Entering Unmasked Estep 
Score: -8889696.000000 Penalty: 3323.499023
	Iteration 8F: 3 clusters Score -8889696 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 57881 members 
Entering Unmasked Estep 
Score: -8892599.000000 Penalty: 3323.499023
	Iteration 9F: 3 clusters Score -8892599 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 59831 members 
Entering Unmasked Estep 
Score: -8894924.000000 Penalty: 3323.499023
	Iteration 10Q: 3 clusters Score -8894924 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 60897 members 
Entering Unmasked Estep 
Score: -8896700.000000 Penalty: 3323.499023
	Iteration 11Q: 3 clusters Score -8896700 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 61416 members 
Entering Unmasked Estep 
Score: -8897931.000000 Penalty: 3323.499023
	Iteration 12Q: 3 clusters Score -8897931 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 61642 members 
Entering Unmasked Estep 
Score: -8898627.000000 Penalty: 3323.499023
	Iteration 13Q: 3 clusters Score -8898627 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 61785 members 
Entering Unmasked Estep 
Score: -8898924.000000 Penalty: 3323.499023
	Iteration 14Q: 3 clusters Score -8898924 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 61904 members 
Entering Unmasked Estep 
Score: -8899121.000000 Penalty: 3323.499023
	Iteration 15Q: 3 clusters Score -8899121 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 62016 members 
Entering Unmasked Estep 
Score: -8899243.000000 Penalty: 3323.499023
	Iteration 16Q: 3 clusters Score -8899243 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 62109 members 
Entering Unmasked Estep 
Score: -8899350.000000 Penalty: 3323.499023
	Iteration 17Q: 3 clusters Score -8899350 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 62188 members 
Entering Unmasked Estep 
Score: -8899455.000000 Penalty: 3323.499023
	Iteration 18Q: 3 clusters Score -8899455 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 62265 members 
Entering Unmasked Estep 
Score: -8899519.000000 Penalty: 3323.499023
	Iteration 19Q: 3 clusters Score -8899519 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 62352 members 
Entering Unmasked Estep 
Score: -8899582.000000 Penalty: 3323.499023
	Iteration 20F: 3 clusters Score -8899582 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 62432 members 
Entering Unmasked Estep 
Score: -8899627.000000 Penalty: 3323.499023
	Iteration 21Q: 3 clusters Score -8899627 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 62521 members 
Entering Unmasked Estep 
Score: -8899662.000000 Penalty: 3323.499023
	Iteration 22Q: 3 clusters Score -8899662 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 62613 members 
Entering Unmasked Estep 
Score: -8899691.000000 Penalty: 3323.499023
	Iteration 23Q: 3 clusters Score -8899691 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 62676 members 
Entering Unmasked Estep 
Score: -8899722.000000 Penalty: 3323.499023
	Iteration 24Q: 3 clusters Score -8899722 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 62724 members 
Entering Unmasked Estep 
Score: -8899726.000000 Penalty: 3323.499023
	Iteration 25Q: 3 clusters Score -8899726 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 62779 members 
Entering Unmasked Estep 
Score: -8899721.000000 Penalty: 3323.499023
	Iteration 26Q: 3 clusters Score -8899721 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 62823 members 
Entering Unmasked Estep 
Score: -8899731.000000 Penalty: 3323.499023
	Iteration 27Q: 3 clusters Score -8899731 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 62855 members 
Entering Unmasked Estep 
Score: -8899723.000000 Penalty: 3323.499023
	Iteration 28Q: 3 clusters Score -8899723 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 62884 members 
Entering Unmasked Estep 
Score: -8899724.000000 Penalty: 3323.499023
	Iteration 29Q: 3 clusters Score -8899724 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 62919 members 
Entering Unmasked Estep 
Score: -8899736.000000 Penalty: 3323.499023
	Iteration 30Q: 3 clusters Score -8899736 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 62950 members 
Entering Unmasked Estep 
Score: -8899754.000000 Penalty: 3323.499023
	Iteration 31Q: 3 clusters Score -8899754 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 62972 members 
Entering Unmasked Estep 
Score: -8899763.000000 Penalty: 3323.499023
	Iteration 32Q: 3 clusters Score -8899763 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 62993 members 
Entering Unmasked Estep 
Score: -8899751.000000 Penalty: 3323.499023
	Iteration 33Q: 3 clusters Score -8899751 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 63011 members 
Entering Unmasked Estep 
Score: -8899748.000000 Penalty: 3323.499023
	Iteration 34Q: 3 clusters Score -8899748 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 63028 members 
Entering Unmasked Estep 
Score: -8899756.000000 Penalty: 3323.499023
	Iteration 35Q: 3 clusters Score -8899756 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 63048 members 
Entering Unmasked Estep 
Score: -8899756.000000 Penalty: 3323.499023
	Iteration 36Q: 3 clusters Score -8899756 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 63064 members 
Entering Unmasked Estep 
Score: -8899773.000000 Penalty: 3323.499023
	Iteration 37Q: 3 clusters Score -8899773 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 63081 members 
Entering Unmasked Estep 
Score: -8899747.000000 Penalty: 3323.499023
	Iteration 38Q: 3 clusters Score -8899747 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 63091 members 
Entering Unmasked Estep 
Score: -8899745.000000 Penalty: 3323.499023
	Iteration 39Q: 3 clusters Score -8899745 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 63106 members 
Entering Unmasked Estep 
Score: -8899745.000000 Penalty: 3323.499023
	Iteration 40F: 3 clusters Score -8899745 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 63123 members 
Entering Unmasked Estep 
Score: -8899737.000000 Penalty: 3323.499023
	Iteration 41Q: 3 clusters Score -8899737 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 63134 members 
Entering Unmasked Estep 
Score: -8899739.000000 Penalty: 3323.499023
	Iteration 42Q: 3 clusters Score -8899739 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 63152 members 
Entering Unmasked Estep 
Score: -8899746.000000 Penalty: 3323.499023
	Iteration 43Q: 3 clusters Score -8899746 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 63169 members 
Entering Unmasked Estep 
Score: -8899745.000000 Penalty: 3323.499023
	Iteration 44Q: 3 clusters Score -8899745 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 63194 members 
Entering Unmasked Estep 
Score: -8899748.000000 Penalty: 3323.499023
	Iteration 45Q: 3 clusters Score -8899748 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 63218 members 
Entering Unmasked Estep 
Score: -8899742.000000 Penalty: 3323.499023
	Iteration 46Q: 3 clusters Score -8899742 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 63242 members 
Entering Unmasked Estep 
Score: -8899748.000000 Penalty: 3323.499023
	Iteration 47Q: 3 clusters Score -8899748 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 63259 members 
Entering Unmasked Estep 
Score: -8899752.000000 Penalty: 3323.499023
	Iteration 48Q: 3 clusters Score -8899752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 63265 members 
Entering Unmasked Estep 
Score: -8899752.000000 Penalty: 3323.499023
	Iteration 49Q: 3 clusters Score -8899752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 63274 members 
Entering Unmasked Estep 
Score: -8899756.000000 Penalty: 3323.499023
	Iteration 50Q: 3 clusters Score -8899756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 63286 members 
Entering Unmasked Estep 
Score: -8899759.000000 Penalty: 3323.499023
	Iteration 51Q: 3 clusters Score -8899759 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 63294 members 
Entering Unmasked Estep 
Score: -8899755.000000 Penalty: 3323.499023
	Iteration 52Q: 3 clusters Score -8899755 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 63304 members 
Entering Unmasked Estep 
Score: -8899749.000000 Penalty: 3323.499023
	Iteration 53Q: 3 clusters Score -8899749 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 63310 members 
Entering Unmasked Estep 
Score: -8899743.000000 Penalty: 3323.499023
	Iteration 54Q: 3 clusters Score -8899743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 63315 members 
Entering Unmasked Estep 
Score: -8899727.000000 Penalty: 3323.499023
	Iteration 55Q: 3 clusters Score -8899727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 63318 members 
Entering Unmasked Estep 
Score: -8899737.000000 Penalty: 3323.499023
	Iteration 56Q: 3 clusters Score -8899737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 63321 members 
Entering Unmasked Estep 
Score: -8899737.000000 Penalty: 3323.499023
	Iteration 57Q: 3 clusters Score -8899737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 63324 members 
Entering Unmasked Estep 
Score: -8899744.000000 Penalty: 3323.499023
	Iteration 58Q: 3 clusters Score -8899744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 63324 members 
Entering Unmasked Estep 
Score: -8899744.000000 Penalty: 3323.499023
	Iteration 59F: 3 clusters Score -8899744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (11606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Entering Unmasked Estep 
Score: -1386901.125000 Penalty: 1392.660522
	Iteration 0F: 2 clusters Score -1386901 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1379145.625000 Penalty: 2785.321045
	Iteration 0F: 3 clusters Score -1379146 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1381757.750000 Penalty: 2785.321045
	Iteration 1F: 3 clusters Score -1381758 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1382128.875000 Penalty: 2785.321045
	Iteration 2F: 3 clusters Score -1382129 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1382445.000000 Penalty: 2785.321045
	Iteration 3F: 3 clusters Score -1382445 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1382740.875000 Penalty: 2785.321045
	Iteration 4Q: 3 clusters Score -1382741 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1383074.750000 Penalty: 2785.321045
	Iteration 5Q: 3 clusters Score -1383075 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1383481.625000 Penalty: 2785.321045
	Iteration 6Q: 3 clusters Score -1383482 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1383941.625000 Penalty: 2785.321045
	Iteration 7F: 3 clusters Score -1383942 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1384424.000000 Penalty: 2785.321045
	Iteration 8F: 3 clusters Score -1384424 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1384834.500000 Penalty: 2785.321045
	Iteration 9F: 3 clusters Score -1384834 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1385167.250000 Penalty: 2785.321045
	Iteration 10Q: 3 clusters Score -1385167 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1385436.625000 Penalty: 2785.321045
	Iteration 11Q: 3 clusters Score -1385437 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1385613.875000 Penalty: 2785.321045
	Iteration 12Q: 3 clusters Score -1385614 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1385739.125000 Penalty: 2785.321045
	Iteration 13Q: 3 clusters Score -1385739 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1385831.750000 Penalty: 2785.321045
	Iteration 14Q: 3 clusters Score -1385832 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1385901.875000 Penalty: 2785.321045
	Iteration 15Q: 3 clusters Score -1385902 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1385956.125000 Penalty: 2785.321045
	Iteration 16Q: 3 clusters Score -1385956 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1385991.000000 Penalty: 2785.321045
	Iteration 17Q: 3 clusters Score -1385991 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1386040.750000 Penalty: 2785.321045
	Iteration 18Q: 3 clusters Score -1386041 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1386070.125000 Penalty: 2785.321045
	Iteration 19Q: 3 clusters Score -1386070 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1386105.875000 Penalty: 2785.321045
	Iteration 20F: 3 clusters Score -1386106 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1386140.500000 Penalty: 2785.321045
	Iteration 21Q: 3 clusters Score -1386140 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1386166.875000 Penalty: 2785.321045
	Iteration 22Q: 3 clusters Score -1386167 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1386192.875000 Penalty: 2785.321045
	Iteration 23Q: 3 clusters Score -1386193 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1386223.375000 Penalty: 2785.321045
	Iteration 24Q: 3 clusters Score -1386223 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1386248.250000 Penalty: 2785.321045
	Iteration 25Q: 3 clusters Score -1386248 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1386266.250000 Penalty: 2785.321045
	Iteration 26Q: 3 clusters Score -1386266 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1386288.625000 Penalty: 2785.321045
	Iteration 27Q: 3 clusters Score -1386289 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1386317.250000 Penalty: 2785.321045
	Iteration 28Q: 3 clusters Score -1386317 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1386334.875000 Penalty: 2785.321045
	Iteration 29Q: 3 clusters Score -1386335 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1386360.375000 Penalty: 2785.321045
	Iteration 30Q: 3 clusters Score -1386360 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1386379.250000 Penalty: 2785.321045
	Iteration 31Q: 3 clusters Score -1386379 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1386395.750000 Penalty: 2785.321045
	Iteration 32Q: 3 clusters Score -1386396 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1386418.750000 Penalty: 2785.321045
	Iteration 33Q: 3 clusters Score -1386419 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1386447.375000 Penalty: 2785.321045
	Iteration 34Q: 3 clusters Score -1386447 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1386473.375000 Penalty: 2785.321045
	Iteration 35Q: 3 clusters Score -1386473 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1386495.000000 Penalty: 2785.321045
	Iteration 36Q: 3 clusters Score -1386495 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1386528.750000 Penalty: 2785.321045
	Iteration 37Q: 3 clusters Score -1386529 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1386567.250000 Penalty: 2785.321045
	Iteration 38Q: 3 clusters Score -1386567 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1386607.250000 Penalty: 2785.321045
	Iteration 39Q: 3 clusters Score -1386607 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1386646.000000 Penalty: 2785.321045
	Iteration 40F: 3 clusters Score -1386646 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1386673.875000 Penalty: 2785.321045
	Iteration 41Q: 3 clusters Score -1386674 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1386708.375000 Penalty: 2785.321045
	Iteration 42Q: 3 clusters Score -1386708 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1386734.625000 Penalty: 2785.321045
	Iteration 43Q: 3 clusters Score -1386735 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1386768.500000 Penalty: 2785.321045
	Iteration 44Q: 3 clusters Score -1386768 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1386785.750000 Penalty: 2785.321045
	Iteration 45Q: 3 clusters Score -1386786 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1386800.250000 Penalty: 2785.321045
	Iteration 46Q: 3 clusters Score -1386800 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1386807.875000 Penalty: 2785.321045
	Iteration 47Q: 3 clusters Score -1386808 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1386816.500000 Penalty: 2785.321045
	Iteration 48Q: 3 clusters Score -1386816 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1386824.625000 Penalty: 2785.321045
	Iteration 49Q: 3 clusters Score -1386825 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1386830.625000 Penalty: 2785.321045
	Iteration 50Q: 3 clusters Score -1386831 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1386837.000000 Penalty: 2785.321045
	Iteration 51Q: 3 clusters Score -1386837 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1386841.500000 Penalty: 2785.321045
	Iteration 52Q: 3 clusters Score -1386842 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1386849.250000 Penalty: 2785.321045
	Iteration 53Q: 3 clusters Score -1386849 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1386851.000000 Penalty: 2785.321045
	Iteration 54Q: 3 clusters Score -1386851 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1386854.875000 Penalty: 2785.321045
	Iteration 55Q: 3 clusters Score -1386855 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1386861.000000 Penalty: 2785.321045
	Iteration 56Q: 3 clusters Score -1386861 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1386865.250000 Penalty: 2785.321045
	Iteration 57Q: 3 clusters Score -1386865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1386864.375000 Penalty: 2785.321045
	Iteration 58Q: 3 clusters Score -1386864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1386865.375000 Penalty: 2785.321045
	Iteration 59Q: 3 clusters Score -1386865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1386864.125000 Penalty: 2785.321045
	Iteration 60F: 3 clusters Score -1386864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1386868.625000 Penalty: 2785.321045
	Iteration 61Q: 3 clusters Score -1386869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1386867.250000 Penalty: 2785.321045
	Iteration 62Q: 3 clusters Score -1386867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1386867.250000 Penalty: 2785.321045
	Iteration 63F: 3 clusters Score -1386867 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Entering Unmasked Estep 
Score: -37316.703125 Penalty: 863.804077
	Iteration 0F: 2 clusters Score -37316.7 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 171 members 
Entering Unmasked Estep 
Score: -36587.910156 Penalty: 1727.608154
	Iteration 0F: 3 clusters Score -36587.91 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -36787.023438 Penalty: 1727.608154
	Iteration 1F: 3 clusters Score -36787.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -36877.886719 Penalty: 1727.608154
	Iteration 2F: 3 clusters Score -36877.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -36922.195312 Penalty: 1727.608154
	Iteration 3Q: 3 clusters Score -36922.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -36954.949219 Penalty: 1727.608154
	Iteration 4Q: 3 clusters Score -36954.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -36979.011719 Penalty: 1727.608154
	Iteration 5Q: 3 clusters Score -36979.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -36984.691406 Penalty: 1727.608154
	Iteration 6Q: 3 clusters Score -36984.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -36988.656250 Penalty: 1727.608154
	Iteration 7Q: 3 clusters Score -36988.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -36988.656250 Penalty: 1727.608154
	Iteration 8F: 3 clusters Score -36988.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (33875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33875 members 
Entering Unmasked Estep 
Score: -4288241.000000 Penalty: 1552.048340
	Iteration 0F: 2 clusters Score -4288241 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -4266207.500000 Penalty: 3104.096680
	Iteration 0F: 3 clusters Score -4266208 nChanged 15318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -4274540.000000 Penalty: 3104.096680
	Iteration 1F: 3 clusters Score -4274540 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -4275043.000000 Penalty: 3104.096680
	Iteration 2Q: 3 clusters Score -4275043 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -4275565.500000 Penalty: 3104.096680
	Iteration 3Q: 3 clusters Score -4275566 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -4276184.000000 Penalty: 3104.096680
	Iteration 4Q: 3 clusters Score -4276184 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 21758 members 
Entering Unmasked Estep 
Score: -4277048.000000 Penalty: 3104.096680
	Iteration 5F: 3 clusters Score -4277048 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 23597 members 
Entering Unmasked Estep 
Score: -4278242.000000 Penalty: 3104.096680
	Iteration 6F: 3 clusters Score -4278242 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 25866 members 
Entering Unmasked Estep 
Score: -4279965.000000 Penalty: 3104.096680
	Iteration 7F: 3 clusters Score -4279965 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 28230 members 
Entering Unmasked Estep 
Score: -4282007.000000 Penalty: 3104.096680
	Iteration 8F: 3 clusters Score -4282007 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 30352 members 
Entering Unmasked Estep 
Score: -4283916.500000 Penalty: 3104.096680
	Iteration 9F: 3 clusters Score -4283916 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 31863 members 
Entering Unmasked Estep 
Score: -4285255.000000 Penalty: 3104.096680
	Iteration 10Q: 3 clusters Score -4285255 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 32749 members 
Entering Unmasked Estep 
Score: -4286028.000000 Penalty: 3104.096680
	Iteration 11Q: 3 clusters Score -4286028 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 33181 members 
Entering Unmasked Estep 
Score: -4286434.000000 Penalty: 3104.096680
	Iteration 12Q: 3 clusters Score -4286434 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 33408 members 
Entering Unmasked Estep 
Score: -4286690.500000 Penalty: 3104.096680
	Iteration 13Q: 3 clusters Score -4286690 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 33495 members 
Entering Unmasked Estep 
Score: -4286807.500000 Penalty: 3104.096680
	Iteration 14Q: 3 clusters Score -4286808 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 33543 members 
Entering Unmasked Estep 
Score: -4286876.000000 Penalty: 3104.096680
	Iteration 15Q: 3 clusters Score -4286876 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 33567 members 
Entering Unmasked Estep 
Score: -4286905.000000 Penalty: 3104.096680
	Iteration 16Q: 3 clusters Score -4286905 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 33584 members 
Entering Unmasked Estep 
Score: -4286934.000000 Penalty: 3104.096680
	Iteration 17Q: 3 clusters Score -4286934 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 33592 members 
Entering Unmasked Estep 
Score: -4286951.500000 Penalty: 3104.096680
	Iteration 18Q: 3 clusters Score -4286952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 33596 members 
Entering Unmasked Estep 
Score: -4286951.500000 Penalty: 3104.096680
	Iteration 19Q: 3 clusters Score -4286952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 33597 members 
Entering Unmasked Estep 
Score: -4286952.000000 Penalty: 3104.096680
	Iteration 20F: 3 clusters Score -4286952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Entering Unmasked Estep 
Score: -1355445.375000 Penalty: 1386.682861
	Iteration 0F: 2 clusters Score -1355445 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1347944.125000 Penalty: 2773.365723
	Iteration 0F: 3 clusters Score -1347944 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1350514.250000 Penalty: 2773.365723
	Iteration 1F: 3 clusters Score -1350514 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1350866.500000 Penalty: 2773.365723
	Iteration 2F: 3 clusters Score -1350866 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1351135.500000 Penalty: 2773.365723
	Iteration 3F: 3 clusters Score -1351136 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1351372.625000 Penalty: 2773.365723
	Iteration 4Q: 3 clusters Score -1351373 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1351570.875000 Penalty: 2773.365723
	Iteration 5Q: 3 clusters Score -1351571 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1351742.250000 Penalty: 2773.365723
	Iteration 6Q: 3 clusters Score -1351742 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1351890.875000 Penalty: 2773.365723
	Iteration 7Q: 3 clusters Score -1351891 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1352023.125000 Penalty: 2773.365723
	Iteration 8Q: 3 clusters Score -1352023 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1352167.000000 Penalty: 2773.365723
	Iteration 9Q: 3 clusters Score -1352167 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1352317.125000 Penalty: 2773.365723
	Iteration 10Q: 3 clusters Score -1352317 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1352477.750000 Penalty: 2773.365723
	Iteration 11Q: 3 clusters Score -1352478 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1352630.000000 Penalty: 2773.365723
	Iteration 12Q: 3 clusters Score -1352630 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1352747.000000 Penalty: 2773.365723
	Iteration 13Q: 3 clusters Score -1352747 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1352873.375000 Penalty: 2773.365723
	Iteration 14Q: 3 clusters Score -1352873 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1352982.375000 Penalty: 2773.365723
	Iteration 15Q: 3 clusters Score -1352982 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1353058.500000 Penalty: 2773.365723
	Iteration 16Q: 3 clusters Score -1353058 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1353113.625000 Penalty: 2773.365723
	Iteration 17Q: 3 clusters Score -1353114 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1353153.375000 Penalty: 2773.365723
	Iteration 18Q: 3 clusters Score -1353153 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1353193.250000 Penalty: 2773.365723
	Iteration 19Q: 3 clusters Score -1353193 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1353224.500000 Penalty: 2773.365723
	Iteration 20F: 3 clusters Score -1353224 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1353243.875000 Penalty: 2773.365723
	Iteration 21Q: 3 clusters Score -1353244 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1353265.875000 Penalty: 2773.365723
	Iteration 22Q: 3 clusters Score -1353266 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1353287.000000 Penalty: 2773.365723
	Iteration 23Q: 3 clusters Score -1353287 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1353303.375000 Penalty: 2773.365723
	Iteration 24Q: 3 clusters Score -1353303 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1353330.625000 Penalty: 2773.365723
	Iteration 25Q: 3 clusters Score -1353331 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1353354.125000 Penalty: 2773.365723
	Iteration 26Q: 3 clusters Score -1353354 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1353386.125000 Penalty: 2773.365723
	Iteration 27Q: 3 clusters Score -1353386 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1353406.500000 Penalty: 2773.365723
	Iteration 28Q: 3 clusters Score -1353406 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1353419.875000 Penalty: 2773.365723
	Iteration 29Q: 3 clusters Score -1353420 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1353432.750000 Penalty: 2773.365723
	Iteration 30Q: 3 clusters Score -1353433 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1353442.625000 Penalty: 2773.365723
	Iteration 31Q: 3 clusters Score -1353443 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1353460.000000 Penalty: 2773.365723
	Iteration 32Q: 3 clusters Score -1353460 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1353477.750000 Penalty: 2773.365723
	Iteration 33Q: 3 clusters Score -1353478 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1353501.250000 Penalty: 2773.365723
	Iteration 34Q: 3 clusters Score -1353501 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1353517.500000 Penalty: 2773.365723
	Iteration 35Q: 3 clusters Score -1353518 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1353536.125000 Penalty: 2773.365723
	Iteration 36Q: 3 clusters Score -1353536 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1353553.125000 Penalty: 2773.365723
	Iteration 37Q: 3 clusters Score -1353553 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1353571.875000 Penalty: 2773.365723
	Iteration 38Q: 3 clusters Score -1353572 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1353587.125000 Penalty: 2773.365723
	Iteration 39Q: 3 clusters Score -1353587 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1353601.250000 Penalty: 2773.365723
	Iteration 40F: 3 clusters Score -1353601 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1353613.875000 Penalty: 2773.365723
	Iteration 41Q: 3 clusters Score -1353614 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1353622.875000 Penalty: 2773.365723
	Iteration 42Q: 3 clusters Score -1353623 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1353636.375000 Penalty: 2773.365723
	Iteration 43Q: 3 clusters Score -1353636 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1353648.500000 Penalty: 2773.365723
	Iteration 44Q: 3 clusters Score -1353648 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1353659.625000 Penalty: 2773.365723
	Iteration 45Q: 3 clusters Score -1353660 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1353674.625000 Penalty: 2773.365723
	Iteration 46Q: 3 clusters Score -1353675 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1353703.500000 Penalty: 2773.365723
	Iteration 47Q: 3 clusters Score -1353704 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1353738.750000 Penalty: 2773.365723
	Iteration 48Q: 3 clusters Score -1353739 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1353777.125000 Penalty: 2773.365723
	Iteration 49Q: 3 clusters Score -1353777 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1353820.500000 Penalty: 2773.365723
	Iteration 50Q: 3 clusters Score -1353820 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1353876.750000 Penalty: 2773.365723
	Iteration 51Q: 3 clusters Score -1353877 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1353928.625000 Penalty: 2773.365723
	Iteration 52Q: 3 clusters Score -1353929 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1353984.250000 Penalty: 2773.365723
	Iteration 53Q: 3 clusters Score -1353984 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1354017.250000 Penalty: 2773.365723
	Iteration 54Q: 3 clusters Score -1354017 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1354051.625000 Penalty: 2773.365723
	Iteration 55Q: 3 clusters Score -1354052 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1354074.875000 Penalty: 2773.365723
	Iteration 56Q: 3 clusters Score -1354075 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1354111.375000 Penalty: 2773.365723
	Iteration 57Q: 3 clusters Score -1354111 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1354139.750000 Penalty: 2773.365723
	Iteration 58Q: 3 clusters Score -1354140 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1354156.500000 Penalty: 2773.365723
	Iteration 59Q: 3 clusters Score -1354156 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1354165.125000 Penalty: 2773.365723
	Iteration 60F: 3 clusters Score -1354165 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1354175.750000 Penalty: 2773.365723
	Iteration 61Q: 3 clusters Score -1354176 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1354178.125000 Penalty: 2773.365723
	Iteration 62Q: 3 clusters Score -1354178 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1354179.125000 Penalty: 2773.365723
	Iteration 63Q: 3 clusters Score -1354179 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1354180.000000 Penalty: 2773.365723
	Iteration 64Q: 3 clusters Score -1354180 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1354186.625000 Penalty: 2773.365723
	Iteration 65Q: 3 clusters Score -1354187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1354186.625000 Penalty: 2773.365723
	Iteration 66Q: 3 clusters Score -1354187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1354187.250000 Penalty: 2773.365723
	Iteration 67Q: 3 clusters Score -1354187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1354187.250000 Penalty: 2773.365723
	Iteration 68Q: 3 clusters Score -1354187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1354187.375000 Penalty: 2773.365723
	Iteration 69Q: 3 clusters Score -1354187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1354186.625000 Penalty: 2773.365723
	Iteration 70Q: 3 clusters Score -1354187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1354187.750000 Penalty: 2773.365723
	Iteration 71Q: 3 clusters Score -1354188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1354187.750000 Penalty: 2773.365723
	Iteration 72F: 3 clusters Score -1354188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (26323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26323 members 
Entering Unmasked Estep 
Score: -3291548.250000 Penalty: 1514.515991
	Iteration 0F: 2 clusters Score -3291548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -3274396.250000 Penalty: 3029.031982
	Iteration 0F: 3 clusters Score -3274396 nChanged 11720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -3280780.500000 Penalty: 3029.031982
	Iteration 1F: 3 clusters Score -3280780 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -3281141.000000 Penalty: 3029.031982
	Iteration 2Q: 3 clusters Score -3281141 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -3281412.250000 Penalty: 3029.031982
	Iteration 3Q: 3 clusters Score -3281412 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -3281639.750000 Penalty: 3029.031982
	Iteration 4Q: 3 clusters Score -3281640 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -3281839.000000 Penalty: 3029.031982
	Iteration 5Q: 3 clusters Score -3281839 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -3281983.500000 Penalty: 3029.031982
	Iteration 6Q: 3 clusters Score -3281984 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -3282149.500000 Penalty: 3029.031982
	Iteration 7Q: 3 clusters Score -3282150 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -3282309.000000 Penalty: 3029.031982
	Iteration 8Q: 3 clusters Score -3282309 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -3282486.250000 Penalty: 3029.031982
	Iteration 9Q: 3 clusters Score -3282486 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -3282693.500000 Penalty: 3029.031982
	Iteration 10Q: 3 clusters Score -3282694 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -3282924.000000 Penalty: 3029.031982
	Iteration 11Q: 3 clusters Score -3282924 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -3283266.250000 Penalty: 3029.031982
	Iteration 12Q: 3 clusters Score -3283266 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -3283760.500000 Penalty: 3029.031982
	Iteration 13Q: 3 clusters Score -3283760 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -3284456.250000 Penalty: 3029.031982
	Iteration 14Q: 3 clusters Score -3284456 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -3285389.750000 Penalty: 3029.031982
	Iteration 15F: 3 clusters Score -3285390 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 21530 members 
Entering Unmasked Estep 
Score: -3286457.500000 Penalty: 3029.031982
	Iteration 16F: 3 clusters Score -3286458 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 22921 members 
Entering Unmasked Estep 
Score: -3287612.000000 Penalty: 3029.031982
	Iteration 17F: 3 clusters Score -3287612 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 24040 members 
Entering Unmasked Estep 
Score: -3288634.250000 Penalty: 3029.031982
	Iteration 18Q: 3 clusters Score -3288634 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 24819 members 
Entering Unmasked Estep 
Score: -3289397.750000 Penalty: 3029.031982
	Iteration 19Q: 3 clusters Score -3289398 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 25223 members 
Entering Unmasked Estep 
Score: -3289878.750000 Penalty: 3029.031982
	Iteration 20F: 3 clusters Score -3289879 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 25408 members 
Entering Unmasked Estep 
Score: -3290085.500000 Penalty: 3029.031982
	Iteration 21Q: 3 clusters Score -3290086 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 25501 members 
Entering Unmasked Estep 
Score: -3290185.000000 Penalty: 3029.031982
	Iteration 22Q: 3 clusters Score -3290185 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 25549 members 
Entering Unmasked Estep 
Score: -3290250.750000 Penalty: 3029.031982
	Iteration 23Q: 3 clusters Score -3290251 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 25589 members 
Entering Unmasked Estep 
Score: -3290290.750000 Penalty: 3029.031982
	Iteration 24Q: 3 clusters Score -3290291 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 25625 members 
Entering Unmasked Estep 
Score: -3290334.250000 Penalty: 3029.031982
	Iteration 25Q: 3 clusters Score -3290334 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 25651 members 
Entering Unmasked Estep 
Score: -3290365.000000 Penalty: 3029.031982
	Iteration 26Q: 3 clusters Score -3290365 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 25669 members 
Entering Unmasked Estep 
Score: -3290384.000000 Penalty: 3029.031982
	Iteration 27Q: 3 clusters Score -3290384 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 25681 members 
Entering Unmasked Estep 
Score: -3290401.750000 Penalty: 3029.031982
	Iteration 28Q: 3 clusters Score -3290402 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 25695 members 
Entering Unmasked Estep 
Score: -3290411.250000 Penalty: 3029.031982
	Iteration 29Q: 3 clusters Score -3290411 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 25700 members 
Entering Unmasked Estep 
Score: -3290416.000000 Penalty: 3029.031982
	Iteration 30Q: 3 clusters Score -3290416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 25708 members 
Entering Unmasked Estep 
Score: -3290429.750000 Penalty: 3029.031982
	Iteration 31Q: 3 clusters Score -3290430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 25718 members 
Entering Unmasked Estep 
Score: -3290434.750000 Penalty: 3029.031982
	Iteration 32Q: 3 clusters Score -3290435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 25722 members 
Entering Unmasked Estep 
Score: -3290438.000000 Penalty: 3029.031982
	Iteration 33Q: 3 clusters Score -3290438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 25726 members 
Entering Unmasked Estep 
Score: -3290438.500000 Penalty: 3029.031982
	Iteration 34Q: 3 clusters Score -3290438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 25725 members 
Entering Unmasked Estep 
Score: -3290447.000000 Penalty: 3029.031982
	Iteration 35Q: 3 clusters Score -3290447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 25725 members 
Entering Unmasked Estep 
Score: -3290445.500000 Penalty: 3029.031982
	Iteration 36Q: 3 clusters Score -3290446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 25725 members 
Entering Unmasked Estep 
Score: -3290445.500000 Penalty: 3029.031982
	Iteration 37F: 3 clusters Score -3290446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Entering Unmasked Estep 
Score: -282311.000000 Penalty: 1156.146484
	Iteration 0F: 2 clusters Score -282311 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -280262.875000 Penalty: 2312.292969
	Iteration 0F: 3 clusters Score -280262.9 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -280777.937500 Penalty: 2312.292969
	Iteration 1F: 3 clusters Score -280777.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -280886.656250 Penalty: 2312.292969
	Iteration 2F: 3 clusters Score -280886.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -280950.687500 Penalty: 2312.292969
	Iteration 3Q: 3 clusters Score -280950.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -280995.031250 Penalty: 2312.292969
	Iteration 4Q: 3 clusters Score -280995 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -281032.875000 Penalty: 2312.292969
	Iteration 5Q: 3 clusters Score -281032.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -281071.343750 Penalty: 2312.292969
	Iteration 6Q: 3 clusters Score -281071.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -281091.937500 Penalty: 2312.292969
	Iteration 7Q: 3 clusters Score -281091.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -281107.906250 Penalty: 2312.292969
	Iteration 8Q: 3 clusters Score -281107.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -281119.968750 Penalty: 2312.292969
	Iteration 9Q: 3 clusters Score -281120 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -281126.625000 Penalty: 2312.292969
	Iteration 10Q: 3 clusters Score -281126.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -281130.343750 Penalty: 2312.292969
	Iteration 11Q: 3 clusters Score -281130.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -281133.406250 Penalty: 2312.292969
	Iteration 12Q: 3 clusters Score -281133.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -281138.312500 Penalty: 2312.292969
	Iteration 13Q: 3 clusters Score -281138.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -281141.437500 Penalty: 2312.292969
	Iteration 14Q: 3 clusters Score -281141.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -281144.687500 Penalty: 2312.292969
	Iteration 15Q: 3 clusters Score -281144.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -281148.625000 Penalty: 2312.292969
	Iteration 16Q: 3 clusters Score -281148.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -281151.625000 Penalty: 2312.292969
	Iteration 17Q: 3 clusters Score -281151.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -281153.343750 Penalty: 2312.292969
	Iteration 18Q: 3 clusters Score -281153.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -281155.500000 Penalty: 2312.292969
	Iteration 19Q: 3 clusters Score -281155.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -281161.187500 Penalty: 2312.292969
	Iteration 20F: 3 clusters Score -281161.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -281164.937500 Penalty: 2312.292969
	Iteration 21Q: 3 clusters Score -281164.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -281168.218750 Penalty: 2312.292969
	Iteration 22Q: 3 clusters Score -281168.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -281171.656250 Penalty: 2312.292969
	Iteration 23Q: 3 clusters Score -281171.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -281174.312500 Penalty: 2312.292969
	Iteration 24Q: 3 clusters Score -281174.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -281177.500000 Penalty: 2312.292969
	Iteration 25Q: 3 clusters Score -281177.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -281179.281250 Penalty: 2312.292969
	Iteration 26Q: 3 clusters Score -281179.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -281180.781250 Penalty: 2312.292969
	Iteration 27Q: 3 clusters Score -281180.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -281182.531250 Penalty: 2312.292969
	Iteration 28Q: 3 clusters Score -281182.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -281183.781250 Penalty: 2312.292969
	Iteration 29Q: 3 clusters Score -281183.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -281184.687500 Penalty: 2312.292969
	Iteration 30Q: 3 clusters Score -281184.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -281186.062500 Penalty: 2312.292969
	Iteration 31Q: 3 clusters Score -281186.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -281186.062500 Penalty: 2312.292969
	Iteration 32F: 3 clusters Score -281186.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (25536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25536 members 
Entering Unmasked Estep 
Score: -2984595.000000 Penalty: 1509.999268
	Iteration 0F: 2 clusters Score -2984595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -2967974.250000 Penalty: 3019.998535
	Iteration 0F: 3 clusters Score -2967974 nChanged 11388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -2974313.000000 Penalty: 3019.998535
	Iteration 1F: 3 clusters Score -2974313 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -2975005.500000 Penalty: 3019.998535
	Iteration 2F: 3 clusters Score -2975006 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -2975584.500000 Penalty: 3019.998535
	Iteration 3F: 3 clusters Score -2975584 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -2976137.250000 Penalty: 3019.998535
	Iteration 4Q: 3 clusters Score -2976137 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -2976664.750000 Penalty: 3019.998535
	Iteration 5Q: 3 clusters Score -2976665 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -2977198.000000 Penalty: 3019.998535
	Iteration 6Q: 3 clusters Score -2977198 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -2977699.000000 Penalty: 3019.998535
	Iteration 7Q: 3 clusters Score -2977699 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -2978116.000000 Penalty: 3019.998535
	Iteration 8Q: 3 clusters Score -2978116 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -2978480.500000 Penalty: 3019.998535
	Iteration 9Q: 3 clusters Score -2978480 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -2978760.750000 Penalty: 3019.998535
	Iteration 10Q: 3 clusters Score -2978761 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -2978988.000000 Penalty: 3019.998535
	Iteration 11Q: 3 clusters Score -2978988 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -2979148.500000 Penalty: 3019.998535
	Iteration 12Q: 3 clusters Score -2979148 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -2979318.000000 Penalty: 3019.998535
	Iteration 13Q: 3 clusters Score -2979318 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -2979488.750000 Penalty: 3019.998535
	Iteration 14Q: 3 clusters Score -2979489 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -2979683.000000 Penalty: 3019.998535
	Iteration 15Q: 3 clusters Score -2979683 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -2979921.500000 Penalty: 3019.998535
	Iteration 16Q: 3 clusters Score -2979922 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -2980242.250000 Penalty: 3019.998535
	Iteration 17Q: 3 clusters Score -2980242 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -2980612.250000 Penalty: 3019.998535
	Iteration 18Q: 3 clusters Score -2980612 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -2981054.000000 Penalty: 3019.998535
	Iteration 19Q: 3 clusters Score -2981054 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21172 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -2981491.750000 Penalty: 3019.998535
	Iteration 20F: 3 clusters Score -2981492 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21893 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -2981906.000000 Penalty: 3019.998535
	Iteration 21Q: 3 clusters Score -2981906 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22567 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -2982306.750000 Penalty: 3019.998535
	Iteration 22Q: 3 clusters Score -2982307 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23140 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -2982666.000000 Penalty: 3019.998535
	Iteration 23Q: 3 clusters Score -2982666 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23572 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -2982907.500000 Penalty: 3019.998535
	Iteration 24Q: 3 clusters Score -2982908 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23920 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2983131.250000 Penalty: 3019.998535
	Iteration 25Q: 3 clusters Score -2983131 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2983310.000000 Penalty: 3019.998535
	Iteration 26Q: 3 clusters Score -2983310 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24366 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2983441.500000 Penalty: 3019.998535
	Iteration 27Q: 3 clusters Score -2983442 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24490 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2983511.500000 Penalty: 3019.998535
	Iteration 28Q: 3 clusters Score -2983512 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24571 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2983561.250000 Penalty: 3019.998535
	Iteration 29Q: 3 clusters Score -2983561 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24634 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2983630.000000 Penalty: 3019.998535
	Iteration 30Q: 3 clusters Score -2983630 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24694 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2983666.000000 Penalty: 3019.998535
	Iteration 31Q: 3 clusters Score -2983666 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24736 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2983698.000000 Penalty: 3019.998535
	Iteration 32Q: 3 clusters Score -2983698 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24762 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2983726.500000 Penalty: 3019.998535
	Iteration 33Q: 3 clusters Score -2983726 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24782 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2983745.250000 Penalty: 3019.998535
	Iteration 34Q: 3 clusters Score -2983745 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24798 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2983768.000000 Penalty: 3019.998535
	Iteration 35Q: 3 clusters Score -2983768 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24819 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2983784.500000 Penalty: 3019.998535
	Iteration 36Q: 3 clusters Score -2983784 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24836 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2983799.500000 Penalty: 3019.998535
	Iteration 37Q: 3 clusters Score -2983800 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24848 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2983808.250000 Penalty: 3019.998535
	Iteration 38Q: 3 clusters Score -2983808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24853 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2983810.750000 Penalty: 3019.998535
	Iteration 39Q: 3 clusters Score -2983811 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24861 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2983823.500000 Penalty: 3019.998535
	Iteration 40F: 3 clusters Score -2983824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24865 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2983827.750000 Penalty: 3019.998535
	Iteration 41Q: 3 clusters Score -2983828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24871 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2983838.250000 Penalty: 3019.998535
	Iteration 42Q: 3 clusters Score -2983838 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24876 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2983845.750000 Penalty: 3019.998535
	Iteration 43Q: 3 clusters Score -2983846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24882 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2983854.250000 Penalty: 3019.998535
	Iteration 44Q: 3 clusters Score -2983854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24885 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2983855.500000 Penalty: 3019.998535
	Iteration 45Q: 3 clusters Score -2983856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24884 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2983854.500000 Penalty: 3019.998535
	Iteration 46Q: 3 clusters Score -2983854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24884 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2983854.500000 Penalty: 3019.998535
	Iteration 47F: 3 clusters Score -2983854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Entering Unmasked Estep 
Score: -180813.250000 Penalty: 1093.278198
	Iteration 0F: 2 clusters Score -180813.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -179220.015625 Penalty: 2186.556396
	Iteration 0F: 3 clusters Score -179220 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -179564.984375 Penalty: 2186.556396
	Iteration 1F: 3 clusters Score -179565 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -179662.734375 Penalty: 2186.556396
	Iteration 2F: 3 clusters Score -179662.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -179718.390625 Penalty: 2186.556396
	Iteration 3Q: 3 clusters Score -179718.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -179759.125000 Penalty: 2186.556396
	Iteration 4Q: 3 clusters Score -179759.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -179795.062500 Penalty: 2186.556396
	Iteration 5Q: 3 clusters Score -179795.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -179813.750000 Penalty: 2186.556396
	Iteration 6Q: 3 clusters Score -179813.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -179822.109375 Penalty: 2186.556396
	Iteration 7Q: 3 clusters Score -179822.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -179828.046875 Penalty: 2186.556396
	Iteration 8Q: 3 clusters Score -179828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -179830.765625 Penalty: 2186.556396
	Iteration 9Q: 3 clusters Score -179830.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -179831.750000 Penalty: 2186.556396
	Iteration 10Q: 3 clusters Score -179831.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -179833.781250 Penalty: 2186.556396
	Iteration 11Q: 3 clusters Score -179833.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -179833.781250 Penalty: 2186.556396
	Iteration 12F: 3 clusters Score -179833.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Entering Unmasked Estep 
Score: -601753.000000 Penalty: 1259.192383
	Iteration 0F: 2 clusters Score -601753 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -598241.562500 Penalty: 2518.384766
	Iteration 0F: 3 clusters Score -598241.6 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -599235.250000 Penalty: 2518.384766
	Iteration 1F: 3 clusters Score -599235.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -599436.687500 Penalty: 2518.384766
	Iteration 2F: 3 clusters Score -599436.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -599552.750000 Penalty: 2518.384766
	Iteration 3Q: 3 clusters Score -599552.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -599632.500000 Penalty: 2518.384766
	Iteration 4Q: 3 clusters Score -599632.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -599682.812500 Penalty: 2518.384766
	Iteration 5Q: 3 clusters Score -599682.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -599713.312500 Penalty: 2518.384766
	Iteration 6Q: 3 clusters Score -599713.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -599743.437500 Penalty: 2518.384766
	Iteration 7Q: 3 clusters Score -599743.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -599771.062500 Penalty: 2518.384766
	Iteration 8Q: 3 clusters Score -599771.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -599793.312500 Penalty: 2518.384766
	Iteration 9Q: 3 clusters Score -599793.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -599813.250000 Penalty: 2518.384766
	Iteration 10Q: 3 clusters Score -599813.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -599831.687500 Penalty: 2518.384766
	Iteration 11Q: 3 clusters Score -599831.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -599845.937500 Penalty: 2518.384766
	Iteration 12Q: 3 clusters Score -599845.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -599852.937500 Penalty: 2518.384766
	Iteration 13Q: 3 clusters Score -599852.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -599861.750000 Penalty: 2518.384766
	Iteration 14Q: 3 clusters Score -599861.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -599870.312500 Penalty: 2518.384766
	Iteration 15Q: 3 clusters Score -599870.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -599873.500000 Penalty: 2518.384766
	Iteration 16Q: 3 clusters Score -599873.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -599878.125000 Penalty: 2518.384766
	Iteration 17Q: 3 clusters Score -599878.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -599880.500000 Penalty: 2518.384766
	Iteration 18Q: 3 clusters Score -599880.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -599882.937500 Penalty: 2518.384766
	Iteration 19Q: 3 clusters Score -599882.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -599885.062500 Penalty: 2518.384766
	Iteration 20F: 3 clusters Score -599885.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -599884.750000 Penalty: 2518.384766
	Iteration 21Q: 3 clusters Score -599884.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -599886.312500 Penalty: 2518.384766
	Iteration 22Q: 3 clusters Score -599886.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -599886.750000 Penalty: 2518.384766
	Iteration 23Q: 3 clusters Score -599886.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -599888.875000 Penalty: 2518.384766
	Iteration 24Q: 3 clusters Score -599888.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -599889.312500 Penalty: 2518.384766
	Iteration 25Q: 3 clusters Score -599889.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -599889.687500 Penalty: 2518.384766
	Iteration 26Q: 3 clusters Score -599889.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -599891.687500 Penalty: 2518.384766
	Iteration 27Q: 3 clusters Score -599891.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -599892.062500 Penalty: 2518.384766
	Iteration 28Q: 3 clusters Score -599892.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -599894.375000 Penalty: 2518.384766
	Iteration 29Q: 3 clusters Score -599894.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -599896.187500 Penalty: 2518.384766
	Iteration 30Q: 3 clusters Score -599896.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -599897.250000 Penalty: 2518.384766
	Iteration 31Q: 3 clusters Score -599897.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -599898.437500 Penalty: 2518.384766
	Iteration 32Q: 3 clusters Score -599898.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -599900.687500 Penalty: 2518.384766
	Iteration 33Q: 3 clusters Score -599900.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -599901.687500 Penalty: 2518.384766
	Iteration 34Q: 3 clusters Score -599901.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -599903.125000 Penalty: 2518.384766
	Iteration 35Q: 3 clusters Score -599903.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -599907.312500 Penalty: 2518.384766
	Iteration 36Q: 3 clusters Score -599907.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -599909.687500 Penalty: 2518.384766
	Iteration 37Q: 3 clusters Score -599909.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -599911.500000 Penalty: 2518.384766
	Iteration 38Q: 3 clusters Score -599911.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -599912.625000 Penalty: 2518.384766
	Iteration 39Q: 3 clusters Score -599912.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -599914.562500 Penalty: 2518.384766
	Iteration 40F: 3 clusters Score -599914.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -599915.000000 Penalty: 2518.384766
	Iteration 41Q: 3 clusters Score -599915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -599914.562500 Penalty: 2518.384766
	Iteration 42Q: 3 clusters Score -599914.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -599916.687500 Penalty: 2518.384766
	Iteration 43Q: 3 clusters Score -599916.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -599917.187500 Penalty: 2518.384766
	Iteration 44Q: 3 clusters Score -599917.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -599917.000000 Penalty: 2518.384766
	Iteration 45Q: 3 clusters Score -599917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -599917.000000 Penalty: 2518.384766
	Iteration 46F: 3 clusters Score -599917 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (67476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67476 members 
Entering Unmasked Estep 
Score: -8406868.000000 Penalty: 1654.585571
	Iteration 0F: 2 clusters Score -8406868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33747 members 
Mstep: Class 2 contains 33729 members 
Entering Unmasked Estep 
Score: -8365065.500000 Penalty: 3309.171143
	Iteration 0F: 3 clusters Score -8365066 nChanged 31568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33895 members 
Mstep: Class 2 contains 33581 members 
Entering Unmasked Estep 
Score: -8382505.000000 Penalty: 3309.171143
	Iteration 1F: 3 clusters Score -8382505 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33972 members 
Mstep: Class 2 contains 33504 members 
Entering Unmasked Estep 
Score: -8383004.000000 Penalty: 3309.171143
	Iteration 2Q: 3 clusters Score -8383004 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34160 members 
Mstep: Class 2 contains 33316 members 
Entering Unmasked Estep 
Score: -8383510.500000 Penalty: 3309.171143
	Iteration 3Q: 3 clusters Score -8383510 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34419 members 
Mstep: Class 2 contains 33057 members 
Entering Unmasked Estep 
Score: -8383974.000000 Penalty: 3309.171143
	Iteration 4Q: 3 clusters Score -8383974 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34755 members 
Mstep: Class 2 contains 32721 members 
Entering Unmasked Estep 
Score: -8384364.000000 Penalty: 3309.171143
	Iteration 5Q: 3 clusters Score -8384364 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35203 members 
Mstep: Class 2 contains 32273 members 
Entering Unmasked Estep 
Score: -8384726.000000 Penalty: 3309.171143
	Iteration 6Q: 3 clusters Score -8384726 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35967 members 
Mstep: Class 2 contains 31509 members 
Entering Unmasked Estep 
Score: -8385172.000000 Penalty: 3309.171143
	Iteration 7Q: 3 clusters Score -8385172 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37047 members 
Mstep: Class 2 contains 30429 members 
Entering Unmasked Estep 
Score: -8385674.500000 Penalty: 3309.171143
	Iteration 8Q: 3 clusters Score -8385674 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38520 members 
Mstep: Class 2 contains 28956 members 
Entering Unmasked Estep 
Score: -8386331.000000 Penalty: 3309.171143
	Iteration 9Q: 3 clusters Score -8386331 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40512 members 
Mstep: Class 2 contains 26964 members 
Entering Unmasked Estep 
Score: -8387135.000000 Penalty: 3309.171143
	Iteration 10Q: 3 clusters Score -8387135 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43133 members 
Mstep: Class 2 contains 24343 members 
Entering Unmasked Estep 
Score: -8388265.500000 Penalty: 3309.171143
	Iteration 11Q: 3 clusters Score -8388266 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46546 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -8389891.000000 Penalty: 3309.171143
	Iteration 12F: 3 clusters Score -8389891 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50515 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -8391992.000000 Penalty: 3309.171143
	Iteration 13F: 3 clusters Score -8391992 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54779 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -8394741.000000 Penalty: 3309.171143
	Iteration 14F: 3 clusters Score -8394741 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58895 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -8397873.000000 Penalty: 3309.171143
	Iteration 15F: 3 clusters Score -8397873 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62414 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -8400906.000000 Penalty: 3309.171143
	Iteration 16F: 3 clusters Score -8400906 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64714 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -8403018.000000 Penalty: 3309.171143
	Iteration 17Q: 3 clusters Score -8403018 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65994 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -8404223.000000 Penalty: 3309.171143
	Iteration 18Q: 3 clusters Score -8404223 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66577 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -8404863.000000 Penalty: 3309.171143
	Iteration 19Q: 3 clusters Score -8404863 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66815 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -8405193.000000 Penalty: 3309.171143
	Iteration 20F: 3 clusters Score -8405193 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66923 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -8405388.000000 Penalty: 3309.171143
	Iteration 21Q: 3 clusters Score -8405388 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66980 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -8405511.000000 Penalty: 3309.171143
	Iteration 22Q: 3 clusters Score -8405511 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67018 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -8405575.000000 Penalty: 3309.171143
	Iteration 23Q: 3 clusters Score -8405575 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67036 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -8405626.000000 Penalty: 3309.171143
	Iteration 24Q: 3 clusters Score -8405626 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67045 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -8405645.000000 Penalty: 3309.171143
	Iteration 25Q: 3 clusters Score -8405645 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67048 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -8405651.000000 Penalty: 3309.171143
	Iteration 26Q: 3 clusters Score -8405651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67047 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -8405660.000000 Penalty: 3309.171143
	Iteration 27Q: 3 clusters Score -8405660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67044 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -8405664.000000 Penalty: 3309.171143
	Iteration 28Q: 3 clusters Score -8405664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67045 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -8405659.000000 Penalty: 3309.171143
	Iteration 29Q: 3 clusters Score -8405659 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67049 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -8405665.000000 Penalty: 3309.171143
	Iteration 30Q: 3 clusters Score -8405665 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67050 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -8405672.000000 Penalty: 3309.171143
	Iteration 31Q: 3 clusters Score -8405672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67050 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -8405672.000000 Penalty: 3309.171143
	Iteration 32Q: 3 clusters Score -8405672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67049 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -8405674.000000 Penalty: 3309.171143
	Iteration 33Q: 3 clusters Score -8405674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67049 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -8405669.000000 Penalty: 3309.171143
	Iteration 34Q: 3 clusters Score -8405669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67049 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -8405673.000000 Penalty: 3309.171143
	Iteration 35Q: 3 clusters Score -8405673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67049 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -8405673.000000 Penalty: 3309.171143
	Iteration 36F: 3 clusters Score -8405673 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Entering Unmasked Estep 
Score: -27565.384766 Penalty: 885.067688
	Iteration 0F: 2 clusters Score -27565.38 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 212 members 
Entering Unmasked Estep 
Score: -26800.703125 Penalty: 1770.135376
	Iteration 0F: 3 clusters Score -26800.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -27115.794922 Penalty: 1770.135376
	Iteration 1F: 3 clusters Score -27115.79 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -27334.103516 Penalty: 1770.135376
	Iteration 2F: 3 clusters Score -27334.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -27404.451172 Penalty: 1770.135376
	Iteration 3Q: 3 clusters Score -27404.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -27476.076172 Penalty: 1770.135376
	Iteration 4Q: 3 clusters Score -27476.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -27553.257812 Penalty: 1770.135376
	Iteration 5Q: 3 clusters Score -27553.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -27595.392578 Penalty: 1770.135376
	Iteration 6Q: 3 clusters Score -27595.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -27616.314453 Penalty: 1770.135376
	Iteration 7Q: 3 clusters Score -27616.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -27626.199219 Penalty: 1770.135376
	Iteration 8Q: 3 clusters Score -27626.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -27630.910156 Penalty: 1770.135376
	Iteration 9Q: 3 clusters Score -27630.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -27636.753906 Penalty: 1770.135376
	Iteration 10Q: 3 clusters Score -27636.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -27637.826172 Penalty: 1770.135376
	Iteration 11F: 3 clusters Score -27637.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -27643.777344 Penalty: 1770.135376
	Iteration 12Q: 3 clusters Score -27643.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -27650.375000 Penalty: 1770.135376
	Iteration 13Q: 3 clusters Score -27650.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -27650.375000 Penalty: 1770.135376
	Iteration 14F: 3 clusters Score -27650.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 40498 members 
Mstep: Class 3 contains 4350 members 
Mstep: Class 4 contains 70804 members 
Mstep: Class 5 contains 11606 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33875 members 
Mstep: Class 8 contains 11149 members 
Mstep: Class 9 contains 26323 members 
Mstep: Class 10 contains 2368 members 
Mstep: Class 11 contains 25536 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4733 members 
Mstep: Class 14 contains 67476 members 
Mstep: Class 15 contains 179 members 
Mstep: Class 16 contains 2731 members 
Mstep: Class 17 contains 9158 members 
Mstep: Class 18 contains 22005 members 
Mstep: Class 19 contains 7801 members 
Mstep: Class 20 contains 6958 members 
Mstep: Class 21 contains 21808 members 
Mstep: Class 22 contains 18983 members 
Mstep: Class 23 contains 18819 members 
Mstep: Class 24 contains 50454 members 
Mstep: Class 25 contains 2575 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 5994 members 
Mstep: Class 28 contains 1060 members 
Mstep: Class 29 contains 9488 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11551 members 
Mstep: Class 32 contains 47404 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5740 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 61000 members 
Mstep: Class 39 contains 16169 members 
Mstep: Class 40 contains 2495 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11807 members 
Mstep: Class 43 contains 657 members 
Mstep: Class 44 contains 204 members 
Entering Unmasked Estep 
Score: -81027240.000000 Penalty: 87800.648438
Splitting cluster 15 changes total score from -81028248.000000 to -81027240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (2731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Entering Unmasked Estep 
Score: -296537.562500 Penalty: 1177.368530
	Iteration 0F: 2 clusters Score -296537.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -294232.062500 Penalty: 2354.737061
	Iteration 0F: 3 clusters Score -294232.1 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -294855.187500 Penalty: 2354.737061
	Iteration 1F: 3 clusters Score -294855.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -295030.125000 Penalty: 2354.737061
	Iteration 2F: 3 clusters Score -295030.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -295140.312500 Penalty: 2354.737061
	Iteration 3F: 3 clusters Score -295140.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -295215.312500 Penalty: 2354.737061
	Iteration 4Q: 3 clusters Score -295215.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -295270.343750 Penalty: 2354.737061
	Iteration 5Q: 3 clusters Score -295270.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -295316.187500 Penalty: 2354.737061
	Iteration 6Q: 3 clusters Score -295316.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -295360.312500 Penalty: 2354.737061
	Iteration 7Q: 3 clusters Score -295360.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -295408.843750 Penalty: 2354.737061
	Iteration 8Q: 3 clusters Score -295408.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -295448.125000 Penalty: 2354.737061
	Iteration 9Q: 3 clusters Score -295448.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -295497.843750 Penalty: 2354.737061
	Iteration 10Q: 3 clusters Score -295497.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -295535.187500 Penalty: 2354.737061
	Iteration 11Q: 3 clusters Score -295535.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -295568.968750 Penalty: 2354.737061
	Iteration 12Q: 3 clusters Score -295569 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -295608.406250 Penalty: 2354.737061
	Iteration 13Q: 3 clusters Score -295608.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -295643.843750 Penalty: 2354.737061
	Iteration 14Q: 3 clusters Score -295643.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -295675.031250 Penalty: 2354.737061
	Iteration 15Q: 3 clusters Score -295675 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -295689.562500 Penalty: 2354.737061
	Iteration 16Q: 3 clusters Score -295689.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -295697.593750 Penalty: 2354.737061
	Iteration 17Q: 3 clusters Score -295697.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -295704.093750 Penalty: 2354.737061
	Iteration 18Q: 3 clusters Score -295704.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -295712.781250 Penalty: 2354.737061
	Iteration 19Q: 3 clusters Score -295712.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -295718.218750 Penalty: 2354.737061
	Iteration 20F: 3 clusters Score -295718.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -295722.437500 Penalty: 2354.737061
	Iteration 21Q: 3 clusters Score -295722.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -295725.531250 Penalty: 2354.737061
	Iteration 22Q: 3 clusters Score -295725.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -295726.343750 Penalty: 2354.737061
	Iteration 23Q: 3 clusters Score -295726.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -295728.343750 Penalty: 2354.737061
	Iteration 24Q: 3 clusters Score -295728.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -295732.531250 Penalty: 2354.737061
	Iteration 25Q: 3 clusters Score -295732.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -295741.656250 Penalty: 2354.737061
	Iteration 26Q: 3 clusters Score -295741.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -295748.250000 Penalty: 2354.737061
	Iteration 27Q: 3 clusters Score -295748.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -295752.687500 Penalty: 2354.737061
	Iteration 28Q: 3 clusters Score -295752.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -295753.937500 Penalty: 2354.737061
	Iteration 29Q: 3 clusters Score -295753.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -295756.218750 Penalty: 2354.737061
	Iteration 30Q: 3 clusters Score -295756.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -295759.625000 Penalty: 2354.737061
	Iteration 31Q: 3 clusters Score -295759.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -295762.812500 Penalty: 2354.737061
	Iteration 32Q: 3 clusters Score -295762.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -295766.656250 Penalty: 2354.737061
	Iteration 33Q: 3 clusters Score -295766.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -295769.500000 Penalty: 2354.737061
	Iteration 34Q: 3 clusters Score -295769.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -295771.531250 Penalty: 2354.737061
	Iteration 35Q: 3 clusters Score -295771.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -295771.656250 Penalty: 2354.737061
	Iteration 36Q: 3 clusters Score -295771.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -295771.656250 Penalty: 2354.737061
	Iteration 37F: 3 clusters Score -295771.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Entering Unmasked Estep 
Score: -1118491.875000 Penalty: 1357.410645
	Iteration 0F: 2 clusters Score -1118492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1112271.500000 Penalty: 2714.821289
	Iteration 0F: 3 clusters Score -1112272 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1114214.125000 Penalty: 2714.821289
	Iteration 1F: 3 clusters Score -1114214 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1114503.875000 Penalty: 2714.821289
	Iteration 2F: 3 clusters Score -1114504 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1114702.875000 Penalty: 2714.821289
	Iteration 3Q: 3 clusters Score -1114703 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1114845.750000 Penalty: 2714.821289
	Iteration 4Q: 3 clusters Score -1114846 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1114947.500000 Penalty: 2714.821289
	Iteration 5Q: 3 clusters Score -1114948 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1115035.250000 Penalty: 2714.821289
	Iteration 6Q: 3 clusters Score -1115035 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1115113.875000 Penalty: 2714.821289
	Iteration 7Q: 3 clusters Score -1115114 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1115186.375000 Penalty: 2714.821289
	Iteration 8Q: 3 clusters Score -1115186 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1115250.125000 Penalty: 2714.821289
	Iteration 9Q: 3 clusters Score -1115250 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1115323.500000 Penalty: 2714.821289
	Iteration 10Q: 3 clusters Score -1115324 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1115406.250000 Penalty: 2714.821289
	Iteration 11Q: 3 clusters Score -1115406 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1115485.750000 Penalty: 2714.821289
	Iteration 12Q: 3 clusters Score -1115486 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1115546.875000 Penalty: 2714.821289
	Iteration 13Q: 3 clusters Score -1115547 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1115602.250000 Penalty: 2714.821289
	Iteration 14Q: 3 clusters Score -1115602 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1115663.875000 Penalty: 2714.821289
	Iteration 15Q: 3 clusters Score -1115664 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1115726.750000 Penalty: 2714.821289
	Iteration 16Q: 3 clusters Score -1115727 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1115800.750000 Penalty: 2714.821289
	Iteration 17Q: 3 clusters Score -1115801 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1115885.125000 Penalty: 2714.821289
	Iteration 18Q: 3 clusters Score -1115885 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1115968.000000 Penalty: 2714.821289
	Iteration 19Q: 3 clusters Score -1115968 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1116059.000000 Penalty: 2714.821289
	Iteration 20F: 3 clusters Score -1116059 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1116165.625000 Penalty: 2714.821289
	Iteration 21Q: 3 clusters Score -1116166 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1116289.750000 Penalty: 2714.821289
	Iteration 22Q: 3 clusters Score -1116290 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1116420.625000 Penalty: 2714.821289
	Iteration 23Q: 3 clusters Score -1116421 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1116537.750000 Penalty: 2714.821289
	Iteration 24Q: 3 clusters Score -1116538 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1116649.000000 Penalty: 2714.821289
	Iteration 25Q: 3 clusters Score -1116649 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1116766.500000 Penalty: 2714.821289
	Iteration 26Q: 3 clusters Score -1116766 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1116847.500000 Penalty: 2714.821289
	Iteration 27Q: 3 clusters Score -1116848 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1116928.250000 Penalty: 2714.821289
	Iteration 28Q: 3 clusters Score -1116928 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1116997.000000 Penalty: 2714.821289
	Iteration 29Q: 3 clusters Score -1116997 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1117048.375000 Penalty: 2714.821289
	Iteration 30Q: 3 clusters Score -1117048 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1117096.625000 Penalty: 2714.821289
	Iteration 31Q: 3 clusters Score -1117097 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1117139.375000 Penalty: 2714.821289
	Iteration 32Q: 3 clusters Score -1117139 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1117178.125000 Penalty: 2714.821289
	Iteration 33Q: 3 clusters Score -1117178 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1117221.500000 Penalty: 2714.821289
	Iteration 34Q: 3 clusters Score -1117222 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1117258.875000 Penalty: 2714.821289
	Iteration 35Q: 3 clusters Score -1117259 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1117292.375000 Penalty: 2714.821289
	Iteration 36Q: 3 clusters Score -1117292 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1117313.375000 Penalty: 2714.821289
	Iteration 37Q: 3 clusters Score -1117313 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1117330.375000 Penalty: 2714.821289
	Iteration 38Q: 3 clusters Score -1117330 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1117339.750000 Penalty: 2714.821289
	Iteration 39Q: 3 clusters Score -1117340 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1117348.750000 Penalty: 2714.821289
	Iteration 40F: 3 clusters Score -1117349 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1117356.375000 Penalty: 2714.821289
	Iteration 41Q: 3 clusters Score -1117356 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1117365.375000 Penalty: 2714.821289
	Iteration 42Q: 3 clusters Score -1117365 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1117373.625000 Penalty: 2714.821289
	Iteration 43Q: 3 clusters Score -1117374 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1117379.875000 Penalty: 2714.821289
	Iteration 44Q: 3 clusters Score -1117380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1117385.375000 Penalty: 2714.821289
	Iteration 45Q: 3 clusters Score -1117385 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1117390.500000 Penalty: 2714.821289
	Iteration 46Q: 3 clusters Score -1117390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1117390.500000 Penalty: 2714.821289
	Iteration 47Q: 3 clusters Score -1117390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1117395.125000 Penalty: 2714.821289
	Iteration 48Q: 3 clusters Score -1117395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1117397.625000 Penalty: 2714.821289
	Iteration 49Q: 3 clusters Score -1117398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1117399.875000 Penalty: 2714.821289
	Iteration 50Q: 3 clusters Score -1117400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1117400.875000 Penalty: 2714.821289
	Iteration 51Q: 3 clusters Score -1117401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1117401.125000 Penalty: 2714.821289
	Iteration 52Q: 3 clusters Score -1117401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1117402.500000 Penalty: 2714.821289
	Iteration 53Q: 3 clusters Score -1117402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1117404.250000 Penalty: 2714.821289
	Iteration 54Q: 3 clusters Score -1117404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1117405.250000 Penalty: 2714.821289
	Iteration 55Q: 3 clusters Score -1117405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1117404.750000 Penalty: 2714.821289
	Iteration 56Q: 3 clusters Score -1117405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1117406.000000 Penalty: 2714.821289
	Iteration 57Q: 3 clusters Score -1117406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1117407.875000 Penalty: 2714.821289
	Iteration 58Q: 3 clusters Score -1117408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1117409.125000 Penalty: 2714.821289
	Iteration 59Q: 3 clusters Score -1117409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1117412.250000 Penalty: 2714.821289
	Iteration 60F: 3 clusters Score -1117412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1117416.625000 Penalty: 2714.821289
	Iteration 61Q: 3 clusters Score -1117417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1117414.750000 Penalty: 2714.821289
	Iteration 62Q: 3 clusters Score -1117415 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1117417.875000 Penalty: 2714.821289
	Iteration 63Q: 3 clusters Score -1117418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1117418.625000 Penalty: 2714.821289
	Iteration 64Q: 3 clusters Score -1117419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1117420.000000 Penalty: 2714.821289
	Iteration 65Q: 3 clusters Score -1117420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1117421.375000 Penalty: 2714.821289
	Iteration 66Q: 3 clusters Score -1117421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1117420.000000 Penalty: 2714.821289
	Iteration 67Q: 3 clusters Score -1117420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1117420.000000 Penalty: 2714.821289
	Iteration 68F: 3 clusters Score -1117420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (22005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Entering Unmasked Estep 
Score: -2687854.750000 Penalty: 1487.854980
	Iteration 0F: 2 clusters Score -2687855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -2673576.250000 Penalty: 2975.709961
	Iteration 0F: 3 clusters Score -2673576 nChanged 9665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -2678789.500000 Penalty: 2975.709961
	Iteration 1F: 3 clusters Score -2678790 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -2679219.500000 Penalty: 2975.709961
	Iteration 2F: 3 clusters Score -2679220 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -2679609.500000 Penalty: 2975.709961
	Iteration 3Q: 3 clusters Score -2679610 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -2679927.750000 Penalty: 2975.709961
	Iteration 4Q: 3 clusters Score -2679928 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -2680272.250000 Penalty: 2975.709961
	Iteration 5Q: 3 clusters Score -2680272 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -2680647.250000 Penalty: 2975.709961
	Iteration 6Q: 3 clusters Score -2680647 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -2681100.500000 Penalty: 2975.709961
	Iteration 7Q: 3 clusters Score -2681100 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -2681727.750000 Penalty: 2975.709961
	Iteration 8Q: 3 clusters Score -2681728 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -2682493.250000 Penalty: 2975.709961
	Iteration 9F: 3 clusters Score -2682493 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -2683394.750000 Penalty: 2975.709961
	Iteration 10F: 3 clusters Score -2683395 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -2684325.500000 Penalty: 2975.709961
	Iteration 11Q: 3 clusters Score -2684326 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -2685152.500000 Penalty: 2975.709961
	Iteration 12Q: 3 clusters Score -2685152 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -2685689.000000 Penalty: 2975.709961
	Iteration 13Q: 3 clusters Score -2685689 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 18296 members 
Entering Unmasked Estep 
Score: -2685955.000000 Penalty: 2975.709961
	Iteration 14Q: 3 clusters Score -2685955 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -2686143.500000 Penalty: 2975.709961
	Iteration 15Q: 3 clusters Score -2686144 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -2686279.250000 Penalty: 2975.709961
	Iteration 16Q: 3 clusters Score -2686279 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -2686349.250000 Penalty: 2975.709961
	Iteration 17Q: 3 clusters Score -2686349 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -2686402.000000 Penalty: 2975.709961
	Iteration 18Q: 3 clusters Score -2686402 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 19139 members 
Entering Unmasked Estep 
Score: -2686443.000000 Penalty: 2975.709961
	Iteration 19Q: 3 clusters Score -2686443 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
Score: -2686471.250000 Penalty: 2975.709961
	Iteration 20F: 3 clusters Score -2686471 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -2686502.250000 Penalty: 2975.709961
	Iteration 21Q: 3 clusters Score -2686502 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -2686526.750000 Penalty: 2975.709961
	Iteration 22Q: 3 clusters Score -2686527 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 19437 members 
Entering Unmasked Estep 
Score: -2686539.750000 Penalty: 2975.709961
	Iteration 23Q: 3 clusters Score -2686540 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -2686563.750000 Penalty: 2975.709961
	Iteration 24Q: 3 clusters Score -2686564 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -2686562.500000 Penalty: 2975.709961
	Iteration 25Q: 3 clusters Score -2686562 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -2686570.750000 Penalty: 2975.709961
	Iteration 26Q: 3 clusters Score -2686571 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -2686589.250000 Penalty: 2975.709961
	Iteration 27Q: 3 clusters Score -2686589 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -2686597.000000 Penalty: 2975.709961
	Iteration 28Q: 3 clusters Score -2686597 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 19702 members 
Entering Unmasked Estep 
Score: -2686606.750000 Penalty: 2975.709961
	Iteration 29Q: 3 clusters Score -2686607 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -2686622.250000 Penalty: 2975.709961
	Iteration 30Q: 3 clusters Score -2686622 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -2686633.750000 Penalty: 2975.709961
	Iteration 31Q: 3 clusters Score -2686634 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -2686639.000000 Penalty: 2975.709961
	Iteration 32Q: 3 clusters Score -2686639 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 19824 members 
Entering Unmasked Estep 
Score: -2686648.250000 Penalty: 2975.709961
	Iteration 33Q: 3 clusters Score -2686648 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -2686653.250000 Penalty: 2975.709961
	Iteration 34Q: 3 clusters Score -2686653 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 19859 members 
Entering Unmasked Estep 
Score: -2686662.250000 Penalty: 2975.709961
	Iteration 35Q: 3 clusters Score -2686662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -2686666.500000 Penalty: 2975.709961
	Iteration 36Q: 3 clusters Score -2686666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 19885 members 
Entering Unmasked Estep 
Score: -2686669.250000 Penalty: 2975.709961
	Iteration 37Q: 3 clusters Score -2686669 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -2686666.750000 Penalty: 2975.709961
	Iteration 38Q: 3 clusters Score -2686667 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -2686669.750000 Penalty: 2975.709961
	Iteration 39Q: 3 clusters Score -2686670 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -2686676.500000 Penalty: 2975.709961
	Iteration 40F: 3 clusters Score -2686676 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 19951 members 
Entering Unmasked Estep 
Score: -2686679.250000 Penalty: 2975.709961
	Iteration 41Q: 3 clusters Score -2686679 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -2686686.000000 Penalty: 2975.709961
	Iteration 42Q: 3 clusters Score -2686686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -2686682.500000 Penalty: 2975.709961
	Iteration 43Q: 3 clusters Score -2686682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -2686688.250000 Penalty: 2975.709961
	Iteration 44Q: 3 clusters Score -2686688 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -2686693.750000 Penalty: 2975.709961
	Iteration 45Q: 3 clusters Score -2686694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 20016 members 
Entering Unmasked Estep 
Score: -2686694.750000 Penalty: 2975.709961
	Iteration 46Q: 3 clusters Score -2686695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -2686700.000000 Penalty: 2975.709961
	Iteration 47Q: 3 clusters Score -2686700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -2686703.750000 Penalty: 2975.709961
	Iteration 48Q: 3 clusters Score -2686704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -2686706.000000 Penalty: 2975.709961
	Iteration 49Q: 3 clusters Score -2686706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -2686711.000000 Penalty: 2975.709961
	Iteration 50Q: 3 clusters Score -2686711 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 20072 members 
Entering Unmasked Estep 
Score: -2686717.000000 Penalty: 2975.709961
	Iteration 51Q: 3 clusters Score -2686717 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 20095 members 
Entering Unmasked Estep 
Score: -2686718.000000 Penalty: 2975.709961
	Iteration 52Q: 3 clusters Score -2686718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 20107 members 
Entering Unmasked Estep 
Score: -2686714.250000 Penalty: 2975.709961
	Iteration 53Q: 3 clusters Score -2686714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -2686724.500000 Penalty: 2975.709961
	Iteration 54Q: 3 clusters Score -2686724 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -2686728.500000 Penalty: 2975.709961
	Iteration 55Q: 3 clusters Score -2686728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -2686734.750000 Penalty: 2975.709961
	Iteration 56Q: 3 clusters Score -2686735 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 20146 members 
Entering Unmasked Estep 
Score: -2686737.250000 Penalty: 2975.709961
	Iteration 57Q: 3 clusters Score -2686737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -2686739.250000 Penalty: 2975.709961
	Iteration 58Q: 3 clusters Score -2686739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -2686743.500000 Penalty: 2975.709961
	Iteration 59Q: 3 clusters Score -2686744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -2686746.500000 Penalty: 2975.709961
	Iteration 60F: 3 clusters Score -2686746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -2686746.500000 Penalty: 2975.709961
	Iteration 61Q: 3 clusters Score -2686746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -2686745.000000 Penalty: 2975.709961
	Iteration 62Q: 3 clusters Score -2686745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -2686744.500000 Penalty: 2975.709961
	Iteration 63Q: 3 clusters Score -2686744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 20192 members 
Entering Unmasked Estep 
Score: -2686745.500000 Penalty: 2975.709961
	Iteration 64Q: 3 clusters Score -2686746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -2686748.250000 Penalty: 2975.709961
	Iteration 65Q: 3 clusters Score -2686748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -2686748.500000 Penalty: 2975.709961
	Iteration 66Q: 3 clusters Score -2686748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 20216 members 
Entering Unmasked Estep 
Score: -2686749.000000 Penalty: 2975.709961
	Iteration 67Q: 3 clusters Score -2686749 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -2686749.500000 Penalty: 2975.709961
	Iteration 68Q: 3 clusters Score -2686750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 20230 members 
Entering Unmasked Estep 
Score: -2686750.000000 Penalty: 2975.709961
	Iteration 69Q: 3 clusters Score -2686750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 20238 members 
Entering Unmasked Estep 
Score: -2686755.500000 Penalty: 2975.709961
	Iteration 70Q: 3 clusters Score -2686756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 20246 members 
Entering Unmasked Estep 
Score: -2686756.750000 Penalty: 2975.709961
	Iteration 71Q: 3 clusters Score -2686757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -2686758.000000 Penalty: 2975.709961
	Iteration 72Q: 3 clusters Score -2686758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -2686755.500000 Penalty: 2975.709961
	Iteration 73Q: 3 clusters Score -2686756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 20262 members 
Entering Unmasked Estep 
Score: -2686757.000000 Penalty: 2975.709961
	Iteration 74Q: 3 clusters Score -2686757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -2686755.500000 Penalty: 2975.709961
	Iteration 75Q: 3 clusters Score -2686756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -2686756.000000 Penalty: 2975.709961
	Iteration 76Q: 3 clusters Score -2686756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -2686756.000000 Penalty: 2975.709961
	Iteration 77F: 3 clusters Score -2686756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Entering Unmasked Estep 
Score: -944490.000000 Penalty: 1333.546753
	Iteration 0F: 2 clusters Score -944490 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 3899 members 
Entering Unmasked Estep 
Score: -939049.750000 Penalty: 2667.093506
	Iteration 0F: 3 clusters Score -939049.8 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -940828.250000 Penalty: 2667.093506
	Iteration 1F: 3 clusters Score -940828.2 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -941085.000000 Penalty: 2667.093506
	Iteration 2F: 3 clusters Score -941085 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -941267.000000 Penalty: 2667.093506
	Iteration 3Q: 3 clusters Score -941267 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -941389.312500 Penalty: 2667.093506
	Iteration 4Q: 3 clusters Score -941389.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -941498.562500 Penalty: 2667.093506
	Iteration 5Q: 3 clusters Score -941498.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -941594.500000 Penalty: 2667.093506
	Iteration 6Q: 3 clusters Score -941594.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -941674.500000 Penalty: 2667.093506
	Iteration 7Q: 3 clusters Score -941674.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -941766.312500 Penalty: 2667.093506
	Iteration 8Q: 3 clusters Score -941766.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -941868.250000 Penalty: 2667.093506
	Iteration 9Q: 3 clusters Score -941868.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -941987.125000 Penalty: 2667.093506
	Iteration 10Q: 3 clusters Score -941987.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -942131.812500 Penalty: 2667.093506
	Iteration 11Q: 3 clusters Score -942131.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -942320.250000 Penalty: 2667.093506
	Iteration 12Q: 3 clusters Score -942320.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -942490.500000 Penalty: 2667.093506
	Iteration 13Q: 3 clusters Score -942490.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -942667.750000 Penalty: 2667.093506
	Iteration 14Q: 3 clusters Score -942667.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -942826.375000 Penalty: 2667.093506
	Iteration 15Q: 3 clusters Score -942826.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -942928.375000 Penalty: 2667.093506
	Iteration 16Q: 3 clusters Score -942928.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -943005.500000 Penalty: 2667.093506
	Iteration 17Q: 3 clusters Score -943005.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -943067.000000 Penalty: 2667.093506
	Iteration 18Q: 3 clusters Score -943067 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -943114.062500 Penalty: 2667.093506
	Iteration 19Q: 3 clusters Score -943114.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -943146.000000 Penalty: 2667.093506
	Iteration 20F: 3 clusters Score -943146 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -943173.375000 Penalty: 2667.093506
	Iteration 21Q: 3 clusters Score -943173.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -943189.562500 Penalty: 2667.093506
	Iteration 22Q: 3 clusters Score -943189.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -943201.812500 Penalty: 2667.093506
	Iteration 23Q: 3 clusters Score -943201.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -943214.000000 Penalty: 2667.093506
	Iteration 24Q: 3 clusters Score -943214 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -943230.062500 Penalty: 2667.093506
	Iteration 25Q: 3 clusters Score -943230.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -943240.437500 Penalty: 2667.093506
	Iteration 26Q: 3 clusters Score -943240.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -943250.250000 Penalty: 2667.093506
	Iteration 27Q: 3 clusters Score -943250.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -943253.062500 Penalty: 2667.093506
	Iteration 28Q: 3 clusters Score -943253.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -943263.500000 Penalty: 2667.093506
	Iteration 29Q: 3 clusters Score -943263.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -943264.187500 Penalty: 2667.093506
	Iteration 30Q: 3 clusters Score -943264.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -943269.437500 Penalty: 2667.093506
	Iteration 31Q: 3 clusters Score -943269.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -943278.000000 Penalty: 2667.093506
	Iteration 32Q: 3 clusters Score -943278 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -943286.812500 Penalty: 2667.093506
	Iteration 33Q: 3 clusters Score -943286.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -943293.625000 Penalty: 2667.093506
	Iteration 34Q: 3 clusters Score -943293.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -943297.750000 Penalty: 2667.093506
	Iteration 35Q: 3 clusters Score -943297.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -943300.687500 Penalty: 2667.093506
	Iteration 36Q: 3 clusters Score -943300.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -943303.500000 Penalty: 2667.093506
	Iteration 37Q: 3 clusters Score -943303.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -943306.750000 Penalty: 2667.093506
	Iteration 38Q: 3 clusters Score -943306.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -943310.937500 Penalty: 2667.093506
	Iteration 39Q: 3 clusters Score -943310.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -943312.750000 Penalty: 2667.093506
	Iteration 40F: 3 clusters Score -943312.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -943316.500000 Penalty: 2667.093506
	Iteration 41Q: 3 clusters Score -943316.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -943322.000000 Penalty: 2667.093506
	Iteration 42Q: 3 clusters Score -943322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -943322.062500 Penalty: 2667.093506
	Iteration 43Q: 3 clusters Score -943322.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -943323.000000 Penalty: 2667.093506
	Iteration 44Q: 3 clusters Score -943323 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -943327.250000 Penalty: 2667.093506
	Iteration 45Q: 3 clusters Score -943327.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -943329.125000 Penalty: 2667.093506
	Iteration 46Q: 3 clusters Score -943329.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -943330.437500 Penalty: 2667.093506
	Iteration 47Q: 3 clusters Score -943330.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -943332.812500 Penalty: 2667.093506
	Iteration 48Q: 3 clusters Score -943332.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -943335.500000 Penalty: 2667.093506
	Iteration 49Q: 3 clusters Score -943335.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -943337.875000 Penalty: 2667.093506
	Iteration 50Q: 3 clusters Score -943337.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -943338.812500 Penalty: 2667.093506
	Iteration 51Q: 3 clusters Score -943338.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -943340.937500 Penalty: 2667.093506
	Iteration 52Q: 3 clusters Score -943340.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -943342.937500 Penalty: 2667.093506
	Iteration 53Q: 3 clusters Score -943342.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -943348.125000 Penalty: 2667.093506
	Iteration 54Q: 3 clusters Score -943348.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -943351.187500 Penalty: 2667.093506
	Iteration 55Q: 3 clusters Score -943351.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -943352.750000 Penalty: 2667.093506
	Iteration 56Q: 3 clusters Score -943352.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -943360.937500 Penalty: 2667.093506
	Iteration 57Q: 3 clusters Score -943360.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -943365.000000 Penalty: 2667.093506
	Iteration 58Q: 3 clusters Score -943365 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -943368.875000 Penalty: 2667.093506
	Iteration 59Q: 3 clusters Score -943368.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -943371.562500 Penalty: 2667.093506
	Iteration 60F: 3 clusters Score -943371.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -943376.500000 Penalty: 2667.093506
	Iteration 61Q: 3 clusters Score -943376.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -943382.375000 Penalty: 2667.093506
	Iteration 62Q: 3 clusters Score -943382.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -943389.250000 Penalty: 2667.093506
	Iteration 63Q: 3 clusters Score -943389.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -943395.312500 Penalty: 2667.093506
	Iteration 64Q: 3 clusters Score -943395.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -943404.062500 Penalty: 2667.093506
	Iteration 65Q: 3 clusters Score -943404.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -943407.562500 Penalty: 2667.093506
	Iteration 66Q: 3 clusters Score -943407.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -943411.875000 Penalty: 2667.093506
	Iteration 67Q: 3 clusters Score -943411.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -943419.312500 Penalty: 2667.093506
	Iteration 68Q: 3 clusters Score -943419.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -943420.937500 Penalty: 2667.093506
	Iteration 69Q: 3 clusters Score -943420.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -943427.125000 Penalty: 2667.093506
	Iteration 70Q: 3 clusters Score -943427.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -943428.562500 Penalty: 2667.093506
	Iteration 71Q: 3 clusters Score -943428.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -943430.750000 Penalty: 2667.093506
	Iteration 72Q: 3 clusters Score -943430.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -943430.937500 Penalty: 2667.093506
	Iteration 73Q: 3 clusters Score -943430.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -943432.062500 Penalty: 2667.093506
	Iteration 74Q: 3 clusters Score -943432.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -943433.437500 Penalty: 2667.093506
	Iteration 75Q: 3 clusters Score -943433.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -943433.312500 Penalty: 2667.093506
	Iteration 76Q: 3 clusters Score -943433.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -943433.562500 Penalty: 2667.093506
	Iteration 77Q: 3 clusters Score -943433.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -943436.562500 Penalty: 2667.093506
	Iteration 78Q: 3 clusters Score -943436.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -943436.375000 Penalty: 2667.093506
	Iteration 79Q: 3 clusters Score -943436.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -943435.375000 Penalty: 2667.093506
	Iteration 80F: 3 clusters Score -943435.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Entering Unmasked Estep 
Score: -880659.000000 Penalty: 1316.530029
	Iteration 0F: 2 clusters Score -880659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -875786.062500 Penalty: 2633.060059
	Iteration 0F: 3 clusters Score -875786.1 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -877278.500000 Penalty: 2633.060059
	Iteration 1F: 3 clusters Score -877278.5 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -877581.687500 Penalty: 2633.060059
	Iteration 2F: 3 clusters Score -877581.7 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -877760.187500 Penalty: 2633.060059
	Iteration 3F: 3 clusters Score -877760.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -877886.000000 Penalty: 2633.060059
	Iteration 4Q: 3 clusters Score -877886 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -877960.875000 Penalty: 2633.060059
	Iteration 5Q: 3 clusters Score -877960.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -878015.250000 Penalty: 2633.060059
	Iteration 6Q: 3 clusters Score -878015.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -878054.187500 Penalty: 2633.060059
	Iteration 7Q: 3 clusters Score -878054.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -878083.750000 Penalty: 2633.060059
	Iteration 8Q: 3 clusters Score -878083.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -878106.562500 Penalty: 2633.060059
	Iteration 9Q: 3 clusters Score -878106.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -878126.000000 Penalty: 2633.060059
	Iteration 10Q: 3 clusters Score -878126 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -878138.375000 Penalty: 2633.060059
	Iteration 11Q: 3 clusters Score -878138.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -878148.062500 Penalty: 2633.060059
	Iteration 12Q: 3 clusters Score -878148.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -878153.437500 Penalty: 2633.060059
	Iteration 13Q: 3 clusters Score -878153.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -878158.312500 Penalty: 2633.060059
	Iteration 14Q: 3 clusters Score -878158.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -878163.375000 Penalty: 2633.060059
	Iteration 15Q: 3 clusters Score -878163.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -878168.437500 Penalty: 2633.060059
	Iteration 16Q: 3 clusters Score -878168.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -878172.437500 Penalty: 2633.060059
	Iteration 17Q: 3 clusters Score -878172.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -878174.312500 Penalty: 2633.060059
	Iteration 18Q: 3 clusters Score -878174.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -878179.437500 Penalty: 2633.060059
	Iteration 19Q: 3 clusters Score -878179.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -878179.000000 Penalty: 2633.060059
	Iteration 20F: 3 clusters Score -878179 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -878183.062500 Penalty: 2633.060059
	Iteration 21Q: 3 clusters Score -878183.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -878187.687500 Penalty: 2633.060059
	Iteration 22Q: 3 clusters Score -878187.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -878191.187500 Penalty: 2633.060059
	Iteration 23Q: 3 clusters Score -878191.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -878195.312500 Penalty: 2633.060059
	Iteration 24Q: 3 clusters Score -878195.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -878196.750000 Penalty: 2633.060059
	Iteration 25Q: 3 clusters Score -878196.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -878200.375000 Penalty: 2633.060059
	Iteration 26Q: 3 clusters Score -878200.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -878203.125000 Penalty: 2633.060059
	Iteration 27Q: 3 clusters Score -878203.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -878206.750000 Penalty: 2633.060059
	Iteration 28Q: 3 clusters Score -878206.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -878208.875000 Penalty: 2633.060059
	Iteration 29Q: 3 clusters Score -878208.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -878212.125000 Penalty: 2633.060059
	Iteration 30Q: 3 clusters Score -878212.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -878213.875000 Penalty: 2633.060059
	Iteration 31Q: 3 clusters Score -878213.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -878216.625000 Penalty: 2633.060059
	Iteration 32Q: 3 clusters Score -878216.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -878216.812500 Penalty: 2633.060059
	Iteration 33Q: 3 clusters Score -878216.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -878218.312500 Penalty: 2633.060059
	Iteration 34Q: 3 clusters Score -878218.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -878220.562500 Penalty: 2633.060059
	Iteration 35Q: 3 clusters Score -878220.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -878220.062500 Penalty: 2633.060059
	Iteration 36Q: 3 clusters Score -878220.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -878220.375000 Penalty: 2633.060059
	Iteration 37Q: 3 clusters Score -878220.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -878219.312500 Penalty: 2633.060059
	Iteration 38Q: 3 clusters Score -878219.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -878221.000000 Penalty: 2633.060059
	Iteration 39Q: 3 clusters Score -878221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -878220.187500 Penalty: 2633.060059
	Iteration 40F: 3 clusters Score -878220.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -878221.750000 Penalty: 2633.060059
	Iteration 41Q: 3 clusters Score -878221.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -878220.375000 Penalty: 2633.060059
	Iteration 42Q: 3 clusters Score -878220.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -878220.187500 Penalty: 2633.060059
	Iteration 43Q: 3 clusters Score -878220.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -878221.750000 Penalty: 2633.060059
	Iteration 44Q: 3 clusters Score -878221.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -878221.500000 Penalty: 2633.060059
	Iteration 45Q: 3 clusters Score -878221.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -878222.625000 Penalty: 2633.060059
	Iteration 46Q: 3 clusters Score -878222.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -878223.062500 Penalty: 2633.060059
	Iteration 47Q: 3 clusters Score -878223.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -878223.312500 Penalty: 2633.060059
	Iteration 48Q: 3 clusters Score -878223.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -878222.562500 Penalty: 2633.060059
	Iteration 49Q: 3 clusters Score -878222.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -878221.250000 Penalty: 2633.060059
	Iteration 50Q: 3 clusters Score -878221.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -878221.250000 Penalty: 2633.060059
	Iteration 51F: 3 clusters Score -878221.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (21808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Entering Unmasked Estep 
Score: -2771744.250000 Penalty: 1486.516846
	Iteration 0F: 2 clusters Score -2771744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -2757537.500000 Penalty: 2973.033691
	Iteration 0F: 3 clusters Score -2757538 nChanged 9686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -2762714.750000 Penalty: 2973.033691
	Iteration 1F: 3 clusters Score -2762715 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -2763120.250000 Penalty: 2973.033691
	Iteration 2F: 3 clusters Score -2763120 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -2763453.250000 Penalty: 2973.033691
	Iteration 3Q: 3 clusters Score -2763453 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -2763754.250000 Penalty: 2973.033691
	Iteration 4Q: 3 clusters Score -2763754 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -2764082.750000 Penalty: 2973.033691
	Iteration 5Q: 3 clusters Score -2764083 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -2764451.250000 Penalty: 2973.033691
	Iteration 6Q: 3 clusters Score -2764451 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -2764904.500000 Penalty: 2973.033691
	Iteration 7Q: 3 clusters Score -2764904 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -2765511.750000 Penalty: 2973.033691
	Iteration 8F: 3 clusters Score -2765512 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -2766319.750000 Penalty: 2973.033691
	Iteration 9F: 3 clusters Score -2766320 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -2767317.000000 Penalty: 2973.033691
	Iteration 10F: 3 clusters Score -2767317 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18307 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -2768294.000000 Penalty: 2973.033691
	Iteration 11F: 3 clusters Score -2768294 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -2769110.750000 Penalty: 2973.033691
	Iteration 12Q: 3 clusters Score -2769111 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -2769681.500000 Penalty: 2973.033691
	Iteration 13Q: 3 clusters Score -2769682 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20341 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2770034.000000 Penalty: 2973.033691
	Iteration 14Q: 3 clusters Score -2770034 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20611 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2770240.000000 Penalty: 2973.033691
	Iteration 15Q: 3 clusters Score -2770240 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2770357.000000 Penalty: 2973.033691
	Iteration 16Q: 3 clusters Score -2770357 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2770441.000000 Penalty: 2973.033691
	Iteration 17Q: 3 clusters Score -2770441 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2770496.000000 Penalty: 2973.033691
	Iteration 18Q: 3 clusters Score -2770496 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2770540.500000 Penalty: 2973.033691
	Iteration 19Q: 3 clusters Score -2770540 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2770563.000000 Penalty: 2973.033691
	Iteration 20F: 3 clusters Score -2770563 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21091 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2770584.000000 Penalty: 2973.033691
	Iteration 21Q: 3 clusters Score -2770584 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2770598.750000 Penalty: 2973.033691
	Iteration 22Q: 3 clusters Score -2770599 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2770609.250000 Penalty: 2973.033691
	Iteration 23Q: 3 clusters Score -2770609 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2770628.250000 Penalty: 2973.033691
	Iteration 24Q: 3 clusters Score -2770628 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2770640.750000 Penalty: 2973.033691
	Iteration 25Q: 3 clusters Score -2770641 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21174 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2770648.750000 Penalty: 2973.033691
	Iteration 26Q: 3 clusters Score -2770649 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2770659.500000 Penalty: 2973.033691
	Iteration 27Q: 3 clusters Score -2770660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2770668.000000 Penalty: 2973.033691
	Iteration 28Q: 3 clusters Score -2770668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2770676.250000 Penalty: 2973.033691
	Iteration 29Q: 3 clusters Score -2770676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2770685.500000 Penalty: 2973.033691
	Iteration 30Q: 3 clusters Score -2770686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21220 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2770688.000000 Penalty: 2973.033691
	Iteration 31Q: 3 clusters Score -2770688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2770692.750000 Penalty: 2973.033691
	Iteration 32Q: 3 clusters Score -2770693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2770695.250000 Penalty: 2973.033691
	Iteration 33Q: 3 clusters Score -2770695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2770698.750000 Penalty: 2973.033691
	Iteration 34Q: 3 clusters Score -2770699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21225 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2770699.500000 Penalty: 2973.033691
	Iteration 35Q: 3 clusters Score -2770700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21230 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2770705.000000 Penalty: 2973.033691
	Iteration 36Q: 3 clusters Score -2770705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2770707.250000 Penalty: 2973.033691
	Iteration 37Q: 3 clusters Score -2770707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2770711.000000 Penalty: 2973.033691
	Iteration 38Q: 3 clusters Score -2770711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21245 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2770715.750000 Penalty: 2973.033691
	Iteration 39Q: 3 clusters Score -2770716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21250 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2770722.750000 Penalty: 2973.033691
	Iteration 40F: 3 clusters Score -2770723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21256 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2770723.000000 Penalty: 2973.033691
	Iteration 41Q: 3 clusters Score -2770723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21261 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -2770731.000000 Penalty: 2973.033691
	Iteration 42Q: 3 clusters Score -2770731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2770731.750000 Penalty: 2973.033691
	Iteration 43Q: 3 clusters Score -2770732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21269 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2770736.250000 Penalty: 2973.033691
	Iteration 44Q: 3 clusters Score -2770736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2770738.000000 Penalty: 2973.033691
	Iteration 45Q: 3 clusters Score -2770738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2770747.250000 Penalty: 2973.033691
	Iteration 46Q: 3 clusters Score -2770747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2770755.000000 Penalty: 2973.033691
	Iteration 47Q: 3 clusters Score -2770755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2770756.500000 Penalty: 2973.033691
	Iteration 48Q: 3 clusters Score -2770756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21293 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2770759.750000 Penalty: 2973.033691
	Iteration 49Q: 3 clusters Score -2770760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2770761.000000 Penalty: 2973.033691
	Iteration 50Q: 3 clusters Score -2770761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2770762.750000 Penalty: 2973.033691
	Iteration 51Q: 3 clusters Score -2770763 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2770762.750000 Penalty: 2973.033691
	Iteration 52F: 3 clusters Score -2770763 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (18983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Entering Unmasked Estep 
Score: -2306202.250000 Penalty: 1465.873413
	Iteration 0F: 2 clusters Score -2306202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -2293836.750000 Penalty: 2931.746826
	Iteration 0F: 3 clusters Score -2293837 nChanged 8307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -2298400.000000 Penalty: 2931.746826
	Iteration 1F: 3 clusters Score -2298400 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -2298881.500000 Penalty: 2931.746826
	Iteration 2F: 3 clusters Score -2298882 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -2299331.000000 Penalty: 2931.746826
	Iteration 3F: 3 clusters Score -2299331 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -2299771.500000 Penalty: 2931.746826
	Iteration 4Q: 3 clusters Score -2299772 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -2300282.250000 Penalty: 2931.746826
	Iteration 5Q: 3 clusters Score -2300282 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -2300894.250000 Penalty: 2931.746826
	Iteration 6F: 3 clusters Score -2300894 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -2301632.000000 Penalty: 2931.746826
	Iteration 7F: 3 clusters Score -2301632 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -2302422.500000 Penalty: 2931.746826
	Iteration 8F: 3 clusters Score -2302422 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -2303098.500000 Penalty: 2931.746826
	Iteration 9Q: 3 clusters Score -2303098 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -2303615.000000 Penalty: 2931.746826
	Iteration 10Q: 3 clusters Score -2303615 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -2303992.500000 Penalty: 2931.746826
	Iteration 11Q: 3 clusters Score -2303992 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -2304239.750000 Penalty: 2931.746826
	Iteration 12Q: 3 clusters Score -2304240 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -2304430.000000 Penalty: 2931.746826
	Iteration 13Q: 3 clusters Score -2304430 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2304583.000000 Penalty: 2931.746826
	Iteration 14Q: 3 clusters Score -2304583 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -2304697.000000 Penalty: 2931.746826
	Iteration 15Q: 3 clusters Score -2304697 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2304790.500000 Penalty: 2931.746826
	Iteration 16Q: 3 clusters Score -2304790 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2304860.500000 Penalty: 2931.746826
	Iteration 17Q: 3 clusters Score -2304860 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2304908.750000 Penalty: 2931.746826
	Iteration 18Q: 3 clusters Score -2304909 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2304949.500000 Penalty: 2931.746826
	Iteration 19Q: 3 clusters Score -2304950 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2304985.250000 Penalty: 2931.746826
	Iteration 20F: 3 clusters Score -2304985 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2305009.500000 Penalty: 2931.746826
	Iteration 21Q: 3 clusters Score -2305010 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2305022.000000 Penalty: 2931.746826
	Iteration 22Q: 3 clusters Score -2305022 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2305044.250000 Penalty: 2931.746826
	Iteration 23Q: 3 clusters Score -2305044 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2305060.000000 Penalty: 2931.746826
	Iteration 24Q: 3 clusters Score -2305060 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2305063.000000 Penalty: 2931.746826
	Iteration 25Q: 3 clusters Score -2305063 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2305076.500000 Penalty: 2931.746826
	Iteration 26Q: 3 clusters Score -2305076 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2305089.500000 Penalty: 2931.746826
	Iteration 27Q: 3 clusters Score -2305090 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2305098.500000 Penalty: 2931.746826
	Iteration 28Q: 3 clusters Score -2305098 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2305103.500000 Penalty: 2931.746826
	Iteration 29Q: 3 clusters Score -2305104 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2305113.500000 Penalty: 2931.746826
	Iteration 30Q: 3 clusters Score -2305114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2305119.000000 Penalty: 2931.746826
	Iteration 31Q: 3 clusters Score -2305119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -2305122.250000 Penalty: 2931.746826
	Iteration 32Q: 3 clusters Score -2305122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2305126.750000 Penalty: 2931.746826
	Iteration 33Q: 3 clusters Score -2305127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2305134.000000 Penalty: 2931.746826
	Iteration 34Q: 3 clusters Score -2305134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2305138.500000 Penalty: 2931.746826
	Iteration 35Q: 3 clusters Score -2305138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2305140.750000 Penalty: 2931.746826
	Iteration 36Q: 3 clusters Score -2305141 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2305144.500000 Penalty: 2931.746826
	Iteration 37Q: 3 clusters Score -2305144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2305148.500000 Penalty: 2931.746826
	Iteration 38Q: 3 clusters Score -2305148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2305151.500000 Penalty: 2931.746826
	Iteration 39Q: 3 clusters Score -2305152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2305150.500000 Penalty: 2931.746826
	Iteration 40F: 3 clusters Score -2305150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18234 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2305152.500000 Penalty: 2931.746826
	Iteration 41Q: 3 clusters Score -2305152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2305155.000000 Penalty: 2931.746826
	Iteration 42Q: 3 clusters Score -2305155 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2305155.000000 Penalty: 2931.746826
	Iteration 43F: 3 clusters Score -2305155 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (18819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Entering Unmasked Estep 
Score: -2387606.250000 Penalty: 1464.582275
	Iteration 0F: 2 clusters Score -2387606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -2375218.000000 Penalty: 2929.164551
	Iteration 0F: 3 clusters Score -2375218 nChanged 8283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -2379627.750000 Penalty: 2929.164551
	Iteration 1F: 3 clusters Score -2379628 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -2380014.000000 Penalty: 2929.164551
	Iteration 2F: 3 clusters Score -2380014 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -2380326.750000 Penalty: 2929.164551
	Iteration 3Q: 3 clusters Score -2380327 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -2380609.000000 Penalty: 2929.164551
	Iteration 4Q: 3 clusters Score -2380609 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -2380909.250000 Penalty: 2929.164551
	Iteration 5Q: 3 clusters Score -2380909 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -2381272.500000 Penalty: 2929.164551
	Iteration 6Q: 3 clusters Score -2381272 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -2381697.500000 Penalty: 2929.164551
	Iteration 7Q: 3 clusters Score -2381698 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -2382241.750000 Penalty: 2929.164551
	Iteration 8Q: 3 clusters Score -2382242 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -2382874.750000 Penalty: 2929.164551
	Iteration 9Q: 3 clusters Score -2382875 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -2383612.750000 Penalty: 2929.164551
	Iteration 10F: 3 clusters Score -2383613 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -2384340.500000 Penalty: 2929.164551
	Iteration 11Q: 3 clusters Score -2384340 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -2384964.000000 Penalty: 2929.164551
	Iteration 12Q: 3 clusters Score -2384964 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -2385433.750000 Penalty: 2929.164551
	Iteration 13Q: 3 clusters Score -2385434 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2385744.000000 Penalty: 2929.164551
	Iteration 14Q: 3 clusters Score -2385744 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2385950.500000 Penalty: 2929.164551
	Iteration 15Q: 3 clusters Score -2385950 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2386104.500000 Penalty: 2929.164551
	Iteration 16Q: 3 clusters Score -2386104 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2386191.000000 Penalty: 2929.164551
	Iteration 17Q: 3 clusters Score -2386191 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2386271.250000 Penalty: 2929.164551
	Iteration 18Q: 3 clusters Score -2386271 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2386329.250000 Penalty: 2929.164551
	Iteration 19Q: 3 clusters Score -2386329 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2386393.500000 Penalty: 2929.164551
	Iteration 20F: 3 clusters Score -2386394 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2386438.000000 Penalty: 2929.164551
	Iteration 21Q: 3 clusters Score -2386438 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2386461.000000 Penalty: 2929.164551
	Iteration 22Q: 3 clusters Score -2386461 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2386482.750000 Penalty: 2929.164551
	Iteration 23Q: 3 clusters Score -2386483 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18192 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2386494.750000 Penalty: 2929.164551
	Iteration 24Q: 3 clusters Score -2386495 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2386504.250000 Penalty: 2929.164551
	Iteration 25Q: 3 clusters Score -2386504 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2386512.750000 Penalty: 2929.164551
	Iteration 26Q: 3 clusters Score -2386513 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2386522.750000 Penalty: 2929.164551
	Iteration 27Q: 3 clusters Score -2386523 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2386527.750000 Penalty: 2929.164551
	Iteration 28Q: 3 clusters Score -2386528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2386529.500000 Penalty: 2929.164551
	Iteration 29Q: 3 clusters Score -2386530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2386531.000000 Penalty: 2929.164551
	Iteration 30Q: 3 clusters Score -2386531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18234 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2386531.000000 Penalty: 2929.164551
	Iteration 31Q: 3 clusters Score -2386531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2386532.500000 Penalty: 2929.164551
	Iteration 32Q: 3 clusters Score -2386532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -2386534.250000 Penalty: 2929.164551
	Iteration 33Q: 3 clusters Score -2386534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2386536.750000 Penalty: 2929.164551
	Iteration 34Q: 3 clusters Score -2386537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -2386538.250000 Penalty: 2929.164551
	Iteration 35Q: 3 clusters Score -2386538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2386542.250000 Penalty: 2929.164551
	Iteration 36Q: 3 clusters Score -2386542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2386543.750000 Penalty: 2929.164551
	Iteration 37Q: 3 clusters Score -2386544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2386546.000000 Penalty: 2929.164551
	Iteration 38Q: 3 clusters Score -2386546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -2386546.250000 Penalty: 2929.164551
	Iteration 39Q: 3 clusters Score -2386546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -2386552.750000 Penalty: 2929.164551
	Iteration 40F: 3 clusters Score -2386553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -2386552.500000 Penalty: 2929.164551
	Iteration 41Q: 3 clusters Score -2386552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2386553.500000 Penalty: 2929.164551
	Iteration 42Q: 3 clusters Score -2386554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2386552.750000 Penalty: 2929.164551
	Iteration 43Q: 3 clusters Score -2386553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -2386555.250000 Penalty: 2929.164551
	Iteration 44Q: 3 clusters Score -2386555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -2386555.250000 Penalty: 2929.164551
	Iteration 45F: 3 clusters Score -2386555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (50454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50454 members 
Entering Unmasked Estep 
Score: -6411845.500000 Penalty: 1611.328003
	Iteration 0F: 2 clusters Score -6411846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25276 members 
Mstep: Class 2 contains 25178 members 
Entering Unmasked Estep 
Score: -6379884.000000 Penalty: 3222.656006
	Iteration 0F: 3 clusters Score -6379884 nChanged 23201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25499 members 
Mstep: Class 2 contains 24955 members 
Entering Unmasked Estep 
Score: -6392635.000000 Penalty: 3222.656006
	Iteration 1F: 3 clusters Score -6392635 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25681 members 
Mstep: Class 2 contains 24773 members 
Entering Unmasked Estep 
Score: -6393066.500000 Penalty: 3222.656006
	Iteration 2Q: 3 clusters Score -6393066 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25960 members 
Mstep: Class 2 contains 24494 members 
Entering Unmasked Estep 
Score: -6393439.000000 Penalty: 3222.656006
	Iteration 3Q: 3 clusters Score -6393439 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26402 members 
Mstep: Class 2 contains 24052 members 
Entering Unmasked Estep 
Score: -6393841.500000 Penalty: 3222.656006
	Iteration 4Q: 3 clusters Score -6393842 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27061 members 
Mstep: Class 2 contains 23393 members 
Entering Unmasked Estep 
Score: -6394232.000000 Penalty: 3222.656006
	Iteration 5Q: 3 clusters Score -6394232 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27964 members 
Mstep: Class 2 contains 22490 members 
Entering Unmasked Estep 
Score: -6394669.000000 Penalty: 3222.656006
	Iteration 6Q: 3 clusters Score -6394669 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29177 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -6395193.500000 Penalty: 3222.656006
	Iteration 7Q: 3 clusters Score -6395194 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30804 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -6395875.000000 Penalty: 3222.656006
	Iteration 8Q: 3 clusters Score -6395875 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33048 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -6396968.000000 Penalty: 3222.656006
	Iteration 9Q: 3 clusters Score -6396968 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35985 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -6398705.000000 Penalty: 3222.656006
	Iteration 10F: 3 clusters Score -6398705 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39674 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -6401396.000000 Penalty: 3222.656006
	Iteration 11F: 3 clusters Score -6401396 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43612 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -6404655.000000 Penalty: 3222.656006
	Iteration 12F: 3 clusters Score -6404655 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46818 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -6407433.000000 Penalty: 3222.656006
	Iteration 13F: 3 clusters Score -6407433 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48707 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -6409088.000000 Penalty: 3222.656006
	Iteration 14Q: 3 clusters Score -6409088 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49590 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -6409880.500000 Penalty: 3222.656006
	Iteration 15Q: 3 clusters Score -6409880 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49927 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -6410186.500000 Penalty: 3222.656006
	Iteration 16Q: 3 clusters Score -6410186 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50046 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -6410322.000000 Penalty: 3222.656006
	Iteration 17Q: 3 clusters Score -6410322 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50098 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -6410392.000000 Penalty: 3222.656006
	Iteration 18Q: 3 clusters Score -6410392 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50135 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -6410439.000000 Penalty: 3222.656006
	Iteration 19Q: 3 clusters Score -6410439 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50150 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -6410473.500000 Penalty: 3222.656006
	Iteration 20F: 3 clusters Score -6410474 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50161 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -6410489.000000 Penalty: 3222.656006
	Iteration 21Q: 3 clusters Score -6410489 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50172 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -6410513.000000 Penalty: 3222.656006
	Iteration 22Q: 3 clusters Score -6410513 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50179 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -6410526.000000 Penalty: 3222.656006
	Iteration 23Q: 3 clusters Score -6410526 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50188 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -6410544.500000 Penalty: 3222.656006
	Iteration 24Q: 3 clusters Score -6410544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50189 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -6410550.500000 Penalty: 3222.656006
	Iteration 25Q: 3 clusters Score -6410550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50192 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -6410558.000000 Penalty: 3222.656006
	Iteration 26Q: 3 clusters Score -6410558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50193 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -6410575.000000 Penalty: 3222.656006
	Iteration 27Q: 3 clusters Score -6410575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50193 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -6410575.500000 Penalty: 3222.656006
	Iteration 28Q: 3 clusters Score -6410576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50194 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -6410581.000000 Penalty: 3222.656006
	Iteration 29Q: 3 clusters Score -6410581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50195 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -6410577.000000 Penalty: 3222.656006
	Iteration 30Q: 3 clusters Score -6410577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50196 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -6410577.500000 Penalty: 3222.656006
	Iteration 31Q: 3 clusters Score -6410578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50197 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -6410578.000000 Penalty: 3222.656006
	Iteration 32Q: 3 clusters Score -6410578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50197 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -6410578.000000 Penalty: 3222.656006
	Iteration 33F: 3 clusters Score -6410578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Entering Unmasked Estep 
Score: -301096.031250 Penalty: 1168.616455
	Iteration 0F: 2 clusters Score -301096 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 1245 members 
Entering Unmasked Estep 
Score: -298866.687500 Penalty: 2337.232910
	Iteration 0F: 3 clusters Score -298866.7 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -299489.812500 Penalty: 2337.232910
	Iteration 1F: 3 clusters Score -299489.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -299699.187500 Penalty: 2337.232910
	Iteration 2F: 3 clusters Score -299699.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -299854.812500 Penalty: 2337.232910
	Iteration 3F: 3 clusters Score -299854.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -299967.281250 Penalty: 2337.232910
	Iteration 4Q: 3 clusters Score -299967.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -300051.781250 Penalty: 2337.232910
	Iteration 5Q: 3 clusters Score -300051.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -300122.125000 Penalty: 2337.232910
	Iteration 6Q: 3 clusters Score -300122.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -300176.937500 Penalty: 2337.232910
	Iteration 7Q: 3 clusters Score -300176.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -300228.781250 Penalty: 2337.232910
	Iteration 8Q: 3 clusters Score -300228.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -300278.250000 Penalty: 2337.232910
	Iteration 9Q: 3 clusters Score -300278.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -300323.843750 Penalty: 2337.232910
	Iteration 10Q: 3 clusters Score -300323.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -300362.625000 Penalty: 2337.232910
	Iteration 11Q: 3 clusters Score -300362.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -300399.281250 Penalty: 2337.232910
	Iteration 12Q: 3 clusters Score -300399.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -300422.156250 Penalty: 2337.232910
	Iteration 13Q: 3 clusters Score -300422.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -300446.500000 Penalty: 2337.232910
	Iteration 14Q: 3 clusters Score -300446.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -300467.375000 Penalty: 2337.232910
	Iteration 15Q: 3 clusters Score -300467.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -300486.062500 Penalty: 2337.232910
	Iteration 16Q: 3 clusters Score -300486.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -300504.875000 Penalty: 2337.232910
	Iteration 17Q: 3 clusters Score -300504.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -300517.968750 Penalty: 2337.232910
	Iteration 18Q: 3 clusters Score -300518 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -300525.312500 Penalty: 2337.232910
	Iteration 19Q: 3 clusters Score -300525.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -300531.468750 Penalty: 2337.232910
	Iteration 20F: 3 clusters Score -300531.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -300537.375000 Penalty: 2337.232910
	Iteration 21Q: 3 clusters Score -300537.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -300541.843750 Penalty: 2337.232910
	Iteration 22Q: 3 clusters Score -300541.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -300545.781250 Penalty: 2337.232910
	Iteration 23Q: 3 clusters Score -300545.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -300548.937500 Penalty: 2337.232910
	Iteration 24Q: 3 clusters Score -300548.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -300554.031250 Penalty: 2337.232910
	Iteration 25Q: 3 clusters Score -300554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -300559.875000 Penalty: 2337.232910
	Iteration 26Q: 3 clusters Score -300559.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -300566.656250 Penalty: 2337.232910
	Iteration 27Q: 3 clusters Score -300566.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -300571.281250 Penalty: 2337.232910
	Iteration 28Q: 3 clusters Score -300571.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -300577.781250 Penalty: 2337.232910
	Iteration 29Q: 3 clusters Score -300577.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -300585.562500 Penalty: 2337.232910
	Iteration 30Q: 3 clusters Score -300585.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -300595.250000 Penalty: 2337.232910
	Iteration 31Q: 3 clusters Score -300595.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -300607.468750 Penalty: 2337.232910
	Iteration 32Q: 3 clusters Score -300607.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -300613.781250 Penalty: 2337.232910
	Iteration 33Q: 3 clusters Score -300613.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -300618.281250 Penalty: 2337.232910
	Iteration 34Q: 3 clusters Score -300618.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -300627.312500 Penalty: 2337.232910
	Iteration 35Q: 3 clusters Score -300627.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -300636.781250 Penalty: 2337.232910
	Iteration 36Q: 3 clusters Score -300636.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -300651.812500 Penalty: 2337.232910
	Iteration 37Q: 3 clusters Score -300651.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -300669.562500 Penalty: 2337.232910
	Iteration 38Q: 3 clusters Score -300669.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -300694.218750 Penalty: 2337.232910
	Iteration 39Q: 3 clusters Score -300694.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -300716.937500 Penalty: 2337.232910
	Iteration 40F: 3 clusters Score -300716.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -300740.843750 Penalty: 2337.232910
	Iteration 41Q: 3 clusters Score -300740.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -300769.625000 Penalty: 2337.232910
	Iteration 42Q: 3 clusters Score -300769.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -300789.562500 Penalty: 2337.232910
	Iteration 43Q: 3 clusters Score -300789.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -300806.531250 Penalty: 2337.232910
	Iteration 44Q: 3 clusters Score -300806.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -300818.281250 Penalty: 2337.232910
	Iteration 45Q: 3 clusters Score -300818.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -300834.281250 Penalty: 2337.232910
	Iteration 46Q: 3 clusters Score -300834.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -300854.562500 Penalty: 2337.232910
	Iteration 47Q: 3 clusters Score -300854.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -300872.875000 Penalty: 2337.232910
	Iteration 48Q: 3 clusters Score -300872.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -300890.812500 Penalty: 2337.232910
	Iteration 49Q: 3 clusters Score -300890.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -300907.656250 Penalty: 2337.232910
	Iteration 50Q: 3 clusters Score -300907.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -300917.093750 Penalty: 2337.232910
	Iteration 51Q: 3 clusters Score -300917.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -300926.468750 Penalty: 2337.232910
	Iteration 52Q: 3 clusters Score -300926.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -300939.843750 Penalty: 2337.232910
	Iteration 53Q: 3 clusters Score -300939.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -300947.843750 Penalty: 2337.232910
	Iteration 54Q: 3 clusters Score -300947.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -300951.718750 Penalty: 2337.232910
	Iteration 55Q: 3 clusters Score -300951.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -300954.500000 Penalty: 2337.232910
	Iteration 56Q: 3 clusters Score -300954.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -300956.687500 Penalty: 2337.232910
	Iteration 57Q: 3 clusters Score -300956.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -300958.750000 Penalty: 2337.232910
	Iteration 58Q: 3 clusters Score -300958.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -300958.968750 Penalty: 2337.232910
	Iteration 59Q: 3 clusters Score -300959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -300960.281250 Penalty: 2337.232910
	Iteration 60F: 3 clusters Score -300960.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -300961.531250 Penalty: 2337.232910
	Iteration 61Q: 3 clusters Score -300961.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -300963.531250 Penalty: 2337.232910
	Iteration 62Q: 3 clusters Score -300963.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -300966.593750 Penalty: 2337.232910
	Iteration 63Q: 3 clusters Score -300966.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -300970.281250 Penalty: 2337.232910
	Iteration 64Q: 3 clusters Score -300970.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -300973.781250 Penalty: 2337.232910
	Iteration 65Q: 3 clusters Score -300973.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -300977.062500 Penalty: 2337.232910
	Iteration 66Q: 3 clusters Score -300977.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -300979.781250 Penalty: 2337.232910
	Iteration 67Q: 3 clusters Score -300979.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -300984.250000 Penalty: 2337.232910
	Iteration 68Q: 3 clusters Score -300984.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -300985.687500 Penalty: 2337.232910
	Iteration 69Q: 3 clusters Score -300985.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -300987.312500 Penalty: 2337.232910
	Iteration 70Q: 3 clusters Score -300987.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -300990.750000 Penalty: 2337.232910
	Iteration 71Q: 3 clusters Score -300990.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -300991.937500 Penalty: 2337.232910
	Iteration 72Q: 3 clusters Score -300991.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -300991.937500 Penalty: 2337.232910
	Iteration 73F: 3 clusters Score -300991.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Entering Unmasked Estep 
Score: -35818.488281 Penalty: 889.658203
	Iteration 0F: 2 clusters Score -35818.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -35039.554688 Penalty: 1779.316406
	Iteration 0F: 3 clusters Score -35039.55 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -35296.046875 Penalty: 1779.316406
	Iteration 1F: 3 clusters Score -35296.05 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -35391.378906 Penalty: 1779.316406
	Iteration 2F: 3 clusters Score -35391.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -35442.183594 Penalty: 1779.316406
	Iteration 3Q: 3 clusters Score -35442.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -35495.664062 Penalty: 1779.316406
	Iteration 4Q: 3 clusters Score -35495.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -35520.500000 Penalty: 1779.316406
	Iteration 5Q: 3 clusters Score -35520.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -35544.082031 Penalty: 1779.316406
	Iteration 6Q: 3 clusters Score -35544.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -35559.375000 Penalty: 1779.316406
	Iteration 7Q: 3 clusters Score -35559.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -35563.460938 Penalty: 1779.316406
	Iteration 8Q: 3 clusters Score -35563.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -35568.476562 Penalty: 1779.316406
	Iteration 9Q: 3 clusters Score -35568.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -35574.425781 Penalty: 1779.316406
	Iteration 10Q: 3 clusters Score -35574.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -35575.773438 Penalty: 1779.316406
	Iteration 11Q: 3 clusters Score -35575.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -35577.570312 Penalty: 1779.316406
	Iteration 12Q: 3 clusters Score -35577.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -35577.570312 Penalty: 1779.316406
	Iteration 13F: 3 clusters Score -35577.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Entering Unmasked Estep 
Score: -700792.187500 Penalty: 1294.338867
	Iteration 0F: 2 clusters Score -700792.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -696503.937500 Penalty: 2588.677734
	Iteration 0F: 3 clusters Score -696503.9 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -697735.312500 Penalty: 2588.677734
	Iteration 1F: 3 clusters Score -697735.3 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -697941.000000 Penalty: 2588.677734
	Iteration 2F: 3 clusters Score -697941 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -698088.562500 Penalty: 2588.677734
	Iteration 3Q: 3 clusters Score -698088.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -698190.125000 Penalty: 2588.677734
	Iteration 4Q: 3 clusters Score -698190.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -698290.875000 Penalty: 2588.677734
	Iteration 5Q: 3 clusters Score -698290.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -698371.000000 Penalty: 2588.677734
	Iteration 6Q: 3 clusters Score -698371 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -698442.562500 Penalty: 2588.677734
	Iteration 7Q: 3 clusters Score -698442.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -698503.250000 Penalty: 2588.677734
	Iteration 8Q: 3 clusters Score -698503.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -698575.562500 Penalty: 2588.677734
	Iteration 9Q: 3 clusters Score -698575.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -698644.000000 Penalty: 2588.677734
	Iteration 10Q: 3 clusters Score -698644 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -698720.125000 Penalty: 2588.677734
	Iteration 11Q: 3 clusters Score -698720.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -698786.375000 Penalty: 2588.677734
	Iteration 12Q: 3 clusters Score -698786.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -698846.312500 Penalty: 2588.677734
	Iteration 13Q: 3 clusters Score -698846.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -698904.125000 Penalty: 2588.677734
	Iteration 14Q: 3 clusters Score -698904.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -698974.562500 Penalty: 2588.677734
	Iteration 15Q: 3 clusters Score -698974.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -699034.062500 Penalty: 2588.677734
	Iteration 16Q: 3 clusters Score -699034.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -699098.937500 Penalty: 2588.677734
	Iteration 17Q: 3 clusters Score -699098.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -699170.500000 Penalty: 2588.677734
	Iteration 18Q: 3 clusters Score -699170.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -699248.625000 Penalty: 2588.677734
	Iteration 19Q: 3 clusters Score -699248.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -699323.250000 Penalty: 2588.677734
	Iteration 20F: 3 clusters Score -699323.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -699382.875000 Penalty: 2588.677734
	Iteration 21Q: 3 clusters Score -699382.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -699457.812500 Penalty: 2588.677734
	Iteration 22Q: 3 clusters Score -699457.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -699537.062500 Penalty: 2588.677734
	Iteration 23Q: 3 clusters Score -699537.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -699617.187500 Penalty: 2588.677734
	Iteration 24Q: 3 clusters Score -699617.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -699703.500000 Penalty: 2588.677734
	Iteration 25Q: 3 clusters Score -699703.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -699769.875000 Penalty: 2588.677734
	Iteration 26Q: 3 clusters Score -699769.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -699818.750000 Penalty: 2588.677734
	Iteration 27Q: 3 clusters Score -699818.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -699861.187500 Penalty: 2588.677734
	Iteration 28Q: 3 clusters Score -699861.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -699894.625000 Penalty: 2588.677734
	Iteration 29Q: 3 clusters Score -699894.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -699929.687500 Penalty: 2588.677734
	Iteration 30Q: 3 clusters Score -699929.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -699965.187500 Penalty: 2588.677734
	Iteration 31Q: 3 clusters Score -699965.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -699994.750000 Penalty: 2588.677734
	Iteration 32Q: 3 clusters Score -699994.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -700015.062500 Penalty: 2588.677734
	Iteration 33Q: 3 clusters Score -700015.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -700037.437500 Penalty: 2588.677734
	Iteration 34Q: 3 clusters Score -700037.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -700053.500000 Penalty: 2588.677734
	Iteration 35Q: 3 clusters Score -700053.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -700070.437500 Penalty: 2588.677734
	Iteration 36Q: 3 clusters Score -700070.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -700082.125000 Penalty: 2588.677734
	Iteration 37Q: 3 clusters Score -700082.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -700089.875000 Penalty: 2588.677734
	Iteration 38Q: 3 clusters Score -700089.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -700100.500000 Penalty: 2588.677734
	Iteration 39Q: 3 clusters Score -700100.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -700110.000000 Penalty: 2588.677734
	Iteration 40F: 3 clusters Score -700110 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -700121.062500 Penalty: 2588.677734
	Iteration 41Q: 3 clusters Score -700121.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -700131.312500 Penalty: 2588.677734
	Iteration 42Q: 3 clusters Score -700131.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -700144.625000 Penalty: 2588.677734
	Iteration 43Q: 3 clusters Score -700144.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -700151.125000 Penalty: 2588.677734
	Iteration 44Q: 3 clusters Score -700151.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -700157.937500 Penalty: 2588.677734
	Iteration 45Q: 3 clusters Score -700157.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -700170.812500 Penalty: 2588.677734
	Iteration 46Q: 3 clusters Score -700170.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -700182.875000 Penalty: 2588.677734
	Iteration 47Q: 3 clusters Score -700182.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -700194.375000 Penalty: 2588.677734
	Iteration 48Q: 3 clusters Score -700194.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -700204.937500 Penalty: 2588.677734
	Iteration 49Q: 3 clusters Score -700204.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -700213.062500 Penalty: 2588.677734
	Iteration 50Q: 3 clusters Score -700213.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -700217.812500 Penalty: 2588.677734
	Iteration 51Q: 3 clusters Score -700217.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -700222.937500 Penalty: 2588.677734
	Iteration 52Q: 3 clusters Score -700222.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -700229.625000 Penalty: 2588.677734
	Iteration 53Q: 3 clusters Score -700229.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -700241.312500 Penalty: 2588.677734
	Iteration 54Q: 3 clusters Score -700241.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -700249.687500 Penalty: 2588.677734
	Iteration 55Q: 3 clusters Score -700249.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -700260.750000 Penalty: 2588.677734
	Iteration 56Q: 3 clusters Score -700260.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -700272.312500 Penalty: 2588.677734
	Iteration 57Q: 3 clusters Score -700272.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -700281.750000 Penalty: 2588.677734
	Iteration 58Q: 3 clusters Score -700281.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -700294.062500 Penalty: 2588.677734
	Iteration 59Q: 3 clusters Score -700294.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -700311.437500 Penalty: 2588.677734
	Iteration 60F: 3 clusters Score -700311.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -700327.250000 Penalty: 2588.677734
	Iteration 61Q: 3 clusters Score -700327.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -700337.625000 Penalty: 2588.677734
	Iteration 62Q: 3 clusters Score -700337.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -700343.062500 Penalty: 2588.677734
	Iteration 63Q: 3 clusters Score -700343.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -700350.812500 Penalty: 2588.677734
	Iteration 64Q: 3 clusters Score -700350.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -700357.250000 Penalty: 2588.677734
	Iteration 65Q: 3 clusters Score -700357.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -700363.062500 Penalty: 2588.677734
	Iteration 66Q: 3 clusters Score -700363.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -700368.375000 Penalty: 2588.677734
	Iteration 67Q: 3 clusters Score -700368.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -700375.625000 Penalty: 2588.677734
	Iteration 68Q: 3 clusters Score -700375.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -700381.250000 Penalty: 2588.677734
	Iteration 69Q: 3 clusters Score -700381.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -700383.750000 Penalty: 2588.677734
	Iteration 70Q: 3 clusters Score -700383.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -700384.750000 Penalty: 2588.677734
	Iteration 71Q: 3 clusters Score -700384.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -700385.562500 Penalty: 2588.677734
	Iteration 72Q: 3 clusters Score -700385.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -700389.625000 Penalty: 2588.677734
	Iteration 73Q: 3 clusters Score -700389.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -700390.375000 Penalty: 2588.677734
	Iteration 74Q: 3 clusters Score -700390.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -700392.375000 Penalty: 2588.677734
	Iteration 75Q: 3 clusters Score -700392.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -700393.625000 Penalty: 2588.677734
	Iteration 76Q: 3 clusters Score -700393.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -700396.125000 Penalty: 2588.677734
	Iteration 77Q: 3 clusters Score -700396.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -700397.875000 Penalty: 2588.677734
	Iteration 78Q: 3 clusters Score -700397.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -700399.250000 Penalty: 2588.677734
	Iteration 79Q: 3 clusters Score -700399.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -700401.687500 Penalty: 2588.677734
	Iteration 80F: 3 clusters Score -700401.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -700405.750000 Penalty: 2588.677734
	Iteration 81Q: 3 clusters Score -700405.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -700407.875000 Penalty: 2588.677734
	Iteration 82Q: 3 clusters Score -700407.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -700405.437500 Penalty: 2588.677734
	Iteration 83Q: 3 clusters Score -700405.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -700406.500000 Penalty: 2588.677734
	Iteration 84Q: 3 clusters Score -700406.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -700407.687500 Penalty: 2588.677734
	Iteration 85Q: 3 clusters Score -700407.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -700408.000000 Penalty: 2588.677734
	Iteration 86Q: 3 clusters Score -700408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -700408.812500 Penalty: 2588.677734
	Iteration 87Q: 3 clusters Score -700408.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -700408.312500 Penalty: 2588.677734
	Iteration 88Q: 3 clusters Score -700408.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -700408.312500 Penalty: 2588.677734
	Iteration 89F: 3 clusters Score -700408.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Entering Unmasked Estep 
Score: -122804.117188 Penalty: 1036.544434
	Iteration 0F: 2 clusters Score -122804.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -121509.921875 Penalty: 2073.088867
	Iteration 0F: 3 clusters Score -121509.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -121779.015625 Penalty: 2073.088867
	Iteration 1F: 3 clusters Score -121779 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -121863.671875 Penalty: 2073.088867
	Iteration 2F: 3 clusters Score -121863.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -121912.601562 Penalty: 2073.088867
	Iteration 3Q: 3 clusters Score -121912.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -121939.343750 Penalty: 2073.088867
	Iteration 4Q: 3 clusters Score -121939.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -121960.867188 Penalty: 2073.088867
	Iteration 5Q: 3 clusters Score -121960.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -121980.695312 Penalty: 2073.088867
	Iteration 6Q: 3 clusters Score -121980.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -121995.453125 Penalty: 2073.088867
	Iteration 7Q: 3 clusters Score -121995.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -122007.335938 Penalty: 2073.088867
	Iteration 8Q: 3 clusters Score -122007.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -122014.820312 Penalty: 2073.088867
	Iteration 9Q: 3 clusters Score -122014.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -122027.750000 Penalty: 2073.088867
	Iteration 10Q: 3 clusters Score -122027.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -122041.359375 Penalty: 2073.088867
	Iteration 11Q: 3 clusters Score -122041.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -122045.765625 Penalty: 2073.088867
	Iteration 12Q: 3 clusters Score -122045.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -122048.382812 Penalty: 2073.088867
	Iteration 13Q: 3 clusters Score -122048.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -122049.382812 Penalty: 2073.088867
	Iteration 14Q: 3 clusters Score -122049.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -122049.945312 Penalty: 2073.088867
	Iteration 15Q: 3 clusters Score -122049.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -122049.945312 Penalty: 2073.088867
	Iteration 16F: 3 clusters Score -122049.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (9488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Entering Unmasked Estep 
Score: -1203121.500000 Penalty: 1362.678223
	Iteration 0F: 2 clusters Score -1203122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1196648.375000 Penalty: 2725.356445
	Iteration 0F: 3 clusters Score -1196648 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1198766.125000 Penalty: 2725.356445
	Iteration 1F: 3 clusters Score -1198766 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1199129.500000 Penalty: 2725.356445
	Iteration 2F: 3 clusters Score -1199130 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1199408.500000 Penalty: 2725.356445
	Iteration 3F: 3 clusters Score -1199408 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1199604.250000 Penalty: 2725.356445
	Iteration 4Q: 3 clusters Score -1199604 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1199834.875000 Penalty: 2725.356445
	Iteration 5Q: 3 clusters Score -1199835 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1200073.750000 Penalty: 2725.356445
	Iteration 6Q: 3 clusters Score -1200074 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1200298.000000 Penalty: 2725.356445
	Iteration 7Q: 3 clusters Score -1200298 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1200547.000000 Penalty: 2725.356445
	Iteration 8Q: 3 clusters Score -1200547 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1200819.125000 Penalty: 2725.356445
	Iteration 9Q: 3 clusters Score -1200819 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1201078.125000 Penalty: 2725.356445
	Iteration 10Q: 3 clusters Score -1201078 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1201283.000000 Penalty: 2725.356445
	Iteration 11Q: 3 clusters Score -1201283 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1201451.125000 Penalty: 2725.356445
	Iteration 12Q: 3 clusters Score -1201451 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1201598.250000 Penalty: 2725.356445
	Iteration 13Q: 3 clusters Score -1201598 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1201717.000000 Penalty: 2725.356445
	Iteration 14Q: 3 clusters Score -1201717 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1201808.875000 Penalty: 2725.356445
	Iteration 15Q: 3 clusters Score -1201809 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1201873.625000 Penalty: 2725.356445
	Iteration 16Q: 3 clusters Score -1201874 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1201916.750000 Penalty: 2725.356445
	Iteration 17Q: 3 clusters Score -1201917 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1201940.750000 Penalty: 2725.356445
	Iteration 18Q: 3 clusters Score -1201941 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1201980.375000 Penalty: 2725.356445
	Iteration 19Q: 3 clusters Score -1201980 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1202006.875000 Penalty: 2725.356445
	Iteration 20F: 3 clusters Score -1202007 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1202028.875000 Penalty: 2725.356445
	Iteration 21Q: 3 clusters Score -1202029 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1202042.625000 Penalty: 2725.356445
	Iteration 22Q: 3 clusters Score -1202043 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1202053.875000 Penalty: 2725.356445
	Iteration 23Q: 3 clusters Score -1202054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1202058.250000 Penalty: 2725.356445
	Iteration 24Q: 3 clusters Score -1202058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1202063.750000 Penalty: 2725.356445
	Iteration 25Q: 3 clusters Score -1202064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1202069.625000 Penalty: 2725.356445
	Iteration 26Q: 3 clusters Score -1202070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1202073.625000 Penalty: 2725.356445
	Iteration 27Q: 3 clusters Score -1202074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1202081.125000 Penalty: 2725.356445
	Iteration 28Q: 3 clusters Score -1202081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1202085.250000 Penalty: 2725.356445
	Iteration 29Q: 3 clusters Score -1202085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1202089.375000 Penalty: 2725.356445
	Iteration 30Q: 3 clusters Score -1202089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1202090.500000 Penalty: 2725.356445
	Iteration 31Q: 3 clusters Score -1202090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1202091.250000 Penalty: 2725.356445
	Iteration 32Q: 3 clusters Score -1202091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1202093.875000 Penalty: 2725.356445
	Iteration 33Q: 3 clusters Score -1202094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1202093.875000 Penalty: 2725.356445
	Iteration 34F: 3 clusters Score -1202094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (22031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22031 members 
Entering Unmasked Estep 
Score: -2787738.250000 Penalty: 1488.030640
	Iteration 0F: 2 clusters Score -2787738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -2773369.250000 Penalty: 2976.061279
	Iteration 0F: 3 clusters Score -2773369 nChanged 9778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -2778616.000000 Penalty: 2976.061279
	Iteration 1F: 3 clusters Score -2778616 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -2778951.750000 Penalty: 2976.061279
	Iteration 2Q: 3 clusters Score -2778952 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -2779289.250000 Penalty: 2976.061279
	Iteration 3Q: 3 clusters Score -2779289 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -2779606.500000 Penalty: 2976.061279
	Iteration 4Q: 3 clusters Score -2779606 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -2779978.500000 Penalty: 2976.061279
	Iteration 5Q: 3 clusters Score -2779978 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -2780403.750000 Penalty: 2976.061279
	Iteration 6Q: 3 clusters Score -2780404 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -2780871.750000 Penalty: 2976.061279
	Iteration 7Q: 3 clusters Score -2780872 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -2781332.000000 Penalty: 2976.061279
	Iteration 8Q: 3 clusters Score -2781332 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -2781835.750000 Penalty: 2976.061279
	Iteration 9Q: 3 clusters Score -2781836 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -2782324.500000 Penalty: 2976.061279
	Iteration 10Q: 3 clusters Score -2782324 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -2782745.000000 Penalty: 2976.061279
	Iteration 11Q: 3 clusters Score -2782745 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -2783036.000000 Penalty: 2976.061279
	Iteration 12Q: 3 clusters Score -2783036 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -2783291.500000 Penalty: 2976.061279
	Iteration 13Q: 3 clusters Score -2783292 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -2783491.250000 Penalty: 2976.061279
	Iteration 14Q: 3 clusters Score -2783491 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -2783648.000000 Penalty: 2976.061279
	Iteration 15Q: 3 clusters Score -2783648 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -2783825.250000 Penalty: 2976.061279
	Iteration 16Q: 3 clusters Score -2783825 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -2783992.750000 Penalty: 2976.061279
	Iteration 17Q: 3 clusters Score -2783993 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -2784130.250000 Penalty: 2976.061279
	Iteration 18Q: 3 clusters Score -2784130 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -2784277.500000 Penalty: 2976.061279
	Iteration 19Q: 3 clusters Score -2784278 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -2784455.000000 Penalty: 2976.061279
	Iteration 20F: 3 clusters Score -2784455 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -2784647.500000 Penalty: 2976.061279
	Iteration 21Q: 3 clusters Score -2784648 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -2784861.250000 Penalty: 2976.061279
	Iteration 22Q: 3 clusters Score -2784861 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -2785096.000000 Penalty: 2976.061279
	Iteration 23Q: 3 clusters Score -2785096 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -2785328.500000 Penalty: 2976.061279
	Iteration 24Q: 3 clusters Score -2785328 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -2785574.500000 Penalty: 2976.061279
	Iteration 25Q: 3 clusters Score -2785574 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -2785752.750000 Penalty: 2976.061279
	Iteration 26Q: 3 clusters Score -2785753 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -2785928.250000 Penalty: 2976.061279
	Iteration 27Q: 3 clusters Score -2785928 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -2786091.500000 Penalty: 2976.061279
	Iteration 28Q: 3 clusters Score -2786092 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -2786252.500000 Penalty: 2976.061279
	Iteration 29Q: 3 clusters Score -2786252 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -2786361.250000 Penalty: 2976.061279
	Iteration 30Q: 3 clusters Score -2786361 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -2786466.250000 Penalty: 2976.061279
	Iteration 31Q: 3 clusters Score -2786466 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -2786518.250000 Penalty: 2976.061279
	Iteration 32Q: 3 clusters Score -2786518 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -2786572.000000 Penalty: 2976.061279
	Iteration 33Q: 3 clusters Score -2786572 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -2786613.000000 Penalty: 2976.061279
	Iteration 34Q: 3 clusters Score -2786613 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 20243 members 
Entering Unmasked Estep 
Score: -2786659.750000 Penalty: 2976.061279
	Iteration 35Q: 3 clusters Score -2786660 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 20327 members 
Entering Unmasked Estep 
Score: -2786680.250000 Penalty: 2976.061279
	Iteration 36Q: 3 clusters Score -2786680 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -2786708.000000 Penalty: 2976.061279
	Iteration 37Q: 3 clusters Score -2786708 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -2786724.000000 Penalty: 2976.061279
	Iteration 38Q: 3 clusters Score -2786724 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 20497 members 
Entering Unmasked Estep 
Score: -2786743.250000 Penalty: 2976.061279
	Iteration 39Q: 3 clusters Score -2786743 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 20542 members 
Entering Unmasked Estep 
Score: -2786753.750000 Penalty: 2976.061279
	Iteration 40F: 3 clusters Score -2786754 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
Score: -2786768.750000 Penalty: 2976.061279
	Iteration 41Q: 3 clusters Score -2786769 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 20609 members 
Entering Unmasked Estep 
Score: -2786784.250000 Penalty: 2976.061279
	Iteration 42Q: 3 clusters Score -2786784 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -2786798.500000 Penalty: 2976.061279
	Iteration 43Q: 3 clusters Score -2786798 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
Score: -2786808.000000 Penalty: 2976.061279
	Iteration 44Q: 3 clusters Score -2786808 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -2786812.750000 Penalty: 2976.061279
	Iteration 45Q: 3 clusters Score -2786813 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -2786822.000000 Penalty: 2976.061279
	Iteration 46Q: 3 clusters Score -2786822 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -2786825.250000 Penalty: 2976.061279
	Iteration 47Q: 3 clusters Score -2786825 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -2786829.750000 Penalty: 2976.061279
	Iteration 48Q: 3 clusters Score -2786830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 20710 members 
Entering Unmasked Estep 
Score: -2786832.000000 Penalty: 2976.061279
	Iteration 49Q: 3 clusters Score -2786832 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -2786842.500000 Penalty: 2976.061279
	Iteration 50Q: 3 clusters Score -2786842 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 20741 members 
Entering Unmasked Estep 
Score: -2786853.500000 Penalty: 2976.061279
	Iteration 51Q: 3 clusters Score -2786854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -2786858.000000 Penalty: 2976.061279
	Iteration 52Q: 3 clusters Score -2786858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 20769 members 
Entering Unmasked Estep 
Score: -2786863.250000 Penalty: 2976.061279
	Iteration 53Q: 3 clusters Score -2786863 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -2786872.000000 Penalty: 2976.061279
	Iteration 54Q: 3 clusters Score -2786872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -2786876.500000 Penalty: 2976.061279
	Iteration 55Q: 3 clusters Score -2786876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -2786874.000000 Penalty: 2976.061279
	Iteration 56Q: 3 clusters Score -2786874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -2786881.250000 Penalty: 2976.061279
	Iteration 57Q: 3 clusters Score -2786881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -2786885.750000 Penalty: 2976.061279
	Iteration 58Q: 3 clusters Score -2786886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -2786885.750000 Penalty: 2976.061279
	Iteration 59F: 3 clusters Score -2786886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (11551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Entering Unmasked Estep 
Score: -1542194.750000 Penalty: 1391.953735
	Iteration 0F: 2 clusters Score -1542195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1534470.500000 Penalty: 2783.907471
	Iteration 0F: 3 clusters Score -1534470 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1536971.500000 Penalty: 2783.907471
	Iteration 1F: 3 clusters Score -1536972 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1537206.750000 Penalty: 2783.907471
	Iteration 2F: 3 clusters Score -1537207 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1537390.500000 Penalty: 2783.907471
	Iteration 3Q: 3 clusters Score -1537390 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1537544.500000 Penalty: 2783.907471
	Iteration 4Q: 3 clusters Score -1537544 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1537682.125000 Penalty: 2783.907471
	Iteration 5Q: 3 clusters Score -1537682 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1537803.750000 Penalty: 2783.907471
	Iteration 6Q: 3 clusters Score -1537804 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1537920.250000 Penalty: 2783.907471
	Iteration 7Q: 3 clusters Score -1537920 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1538063.500000 Penalty: 2783.907471
	Iteration 8Q: 3 clusters Score -1538064 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1538242.000000 Penalty: 2783.907471
	Iteration 9Q: 3 clusters Score -1538242 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1538459.750000 Penalty: 2783.907471
	Iteration 10Q: 3 clusters Score -1538460 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1538745.000000 Penalty: 2783.907471
	Iteration 11Q: 3 clusters Score -1538745 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1539079.750000 Penalty: 2783.907471
	Iteration 12Q: 3 clusters Score -1539080 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1539470.750000 Penalty: 2783.907471
	Iteration 13Q: 3 clusters Score -1539471 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1539896.375000 Penalty: 2783.907471
	Iteration 14Q: 3 clusters Score -1539896 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -1540262.625000 Penalty: 2783.907471
	Iteration 15Q: 3 clusters Score -1540263 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -1540557.375000 Penalty: 2783.907471
	Iteration 16Q: 3 clusters Score -1540557 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1540733.250000 Penalty: 2783.907471
	Iteration 17Q: 3 clusters Score -1540733 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -1540858.250000 Penalty: 2783.907471
	Iteration 18Q: 3 clusters Score -1540858 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -1540937.250000 Penalty: 2783.907471
	Iteration 19Q: 3 clusters Score -1540937 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -1540981.625000 Penalty: 2783.907471
	Iteration 20F: 3 clusters Score -1540982 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -1541019.250000 Penalty: 2783.907471
	Iteration 21Q: 3 clusters Score -1541019 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -1541043.625000 Penalty: 2783.907471
	Iteration 22Q: 3 clusters Score -1541044 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -1541063.500000 Penalty: 2783.907471
	Iteration 23Q: 3 clusters Score -1541064 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -1541077.250000 Penalty: 2783.907471
	Iteration 24Q: 3 clusters Score -1541077 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -1541087.125000 Penalty: 2783.907471
	Iteration 25Q: 3 clusters Score -1541087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -1541096.750000 Penalty: 2783.907471
	Iteration 26Q: 3 clusters Score -1541097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -1541100.250000 Penalty: 2783.907471
	Iteration 27Q: 3 clusters Score -1541100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -1541104.000000 Penalty: 2783.907471
	Iteration 28Q: 3 clusters Score -1541104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -1541104.000000 Penalty: 2783.907471
	Iteration 29F: 3 clusters Score -1541104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (47404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47404 members 
Entering Unmasked Estep 
Score: -6014938.000000 Penalty: 1602.049683
	Iteration 0F: 2 clusters Score -6014938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 23761 members 
Entering Unmasked Estep 
Score: -5984570.000000 Penalty: 3204.099365
	Iteration 0F: 3 clusters Score -5984570 nChanged 21864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22839 members 
Mstep: Class 2 contains 24565 members 
Entering Unmasked Estep 
Score: -5996725.000000 Penalty: 3204.099365
	Iteration 1F: 3 clusters Score -5996725 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 25137 members 
Entering Unmasked Estep 
Score: -5997256.500000 Penalty: 3204.099365
	Iteration 2Q: 3 clusters Score -5997256 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 25981 members 
Entering Unmasked Estep 
Score: -5997776.000000 Penalty: 3204.099365
	Iteration 3Q: 3 clusters Score -5997776 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 27144 members 
Entering Unmasked Estep 
Score: -5998431.500000 Penalty: 3204.099365
	Iteration 4Q: 3 clusters Score -5998432 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 28732 members 
Entering Unmasked Estep 
Score: -5999213.500000 Penalty: 3204.099365
	Iteration 5Q: 3 clusters Score -5999214 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 30847 members 
Entering Unmasked Estep 
Score: -6000450.000000 Penalty: 3204.099365
	Iteration 6Q: 3 clusters Score -6000450 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 33720 members 
Entering Unmasked Estep 
Score: -6002352.000000 Penalty: 3204.099365
	Iteration 7F: 3 clusters Score -6002352 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 37079 members 
Entering Unmasked Estep 
Score: -6004965.500000 Penalty: 3204.099365
	Iteration 8F: 3 clusters Score -6004966 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 40529 members 
Entering Unmasked Estep 
Score: -6007965.000000 Penalty: 3204.099365
	Iteration 9F: 3 clusters Score -6007965 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 43399 members 
Entering Unmasked Estep 
Score: -6010454.000000 Penalty: 3204.099365
	Iteration 10F: 3 clusters Score -6010454 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 45264 members 
Entering Unmasked Estep 
Score: -6012076.500000 Penalty: 3204.099365
	Iteration 11Q: 3 clusters Score -6012076 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 46215 members 
Entering Unmasked Estep 
Score: -6012855.000000 Penalty: 3204.099365
	Iteration 12Q: 3 clusters Score -6012855 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 46670 members 
Entering Unmasked Estep 
Score: -6013213.000000 Penalty: 3204.099365
	Iteration 13Q: 3 clusters Score -6013213 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 46886 members 
Entering Unmasked Estep 
Score: -6013452.500000 Penalty: 3204.099365
	Iteration 14Q: 3 clusters Score -6013452 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 46972 members 
Entering Unmasked Estep 
Score: -6013541.000000 Penalty: 3204.099365
	Iteration 15Q: 3 clusters Score -6013541 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 47021 members 
Entering Unmasked Estep 
Score: -6013603.500000 Penalty: 3204.099365
	Iteration 16Q: 3 clusters Score -6013604 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 47048 members 
Entering Unmasked Estep 
Score: -6013637.500000 Penalty: 3204.099365
	Iteration 17Q: 3 clusters Score -6013638 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 47067 members 
Entering Unmasked Estep 
Score: -6013670.000000 Penalty: 3204.099365
	Iteration 18Q: 3 clusters Score -6013670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 47071 members 
Entering Unmasked Estep 
Score: -6013673.000000 Penalty: 3204.099365
	Iteration 19Q: 3 clusters Score -6013673 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 47075 members 
Entering Unmasked Estep 
Score: -6013684.000000 Penalty: 3204.099365
	Iteration 20F: 3 clusters Score -6013684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 47082 members 
Entering Unmasked Estep 
Score: -6013694.500000 Penalty: 3204.099365
	Iteration 21Q: 3 clusters Score -6013694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 47087 members 
Entering Unmasked Estep 
Score: -6013713.500000 Penalty: 3204.099365
	Iteration 22Q: 3 clusters Score -6013714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 47092 members 
Entering Unmasked Estep 
Score: -6013708.000000 Penalty: 3204.099365
	Iteration 23Q: 3 clusters Score -6013708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 47095 members 
Entering Unmasked Estep 
Score: -6013710.000000 Penalty: 3204.099365
	Iteration 24Q: 3 clusters Score -6013710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 47096 members 
Entering Unmasked Estep 
Score: -6013715.000000 Penalty: 3204.099365
	Iteration 25Q: 3 clusters Score -6013715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 47095 members 
Entering Unmasked Estep 
Score: -6013707.000000 Penalty: 3204.099365
	Iteration 26Q: 3 clusters Score -6013707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 47095 members 
Entering Unmasked Estep 
Score: -6013707.000000 Penalty: 3204.099365
	Iteration 27F: 3 clusters Score -6013707 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Entering Unmasked Estep 
Score: -16287.263672 Penalty: 750.461670
	Iteration 0F: 2 clusters Score -16287.26 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 81 members 
Entering Unmasked Estep 
Score: -15816.489258 Penalty: 1500.923340
	Iteration 0F: 3 clusters Score -15816.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -15830.928711 Penalty: 1500.923340
	Iteration 1Q: 3 clusters Score -15830.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -15830.928711 Penalty: 1500.923340
	Iteration 2F: 3 clusters Score -15830.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Entering Unmasked Estep 
Score: -29082.914062 Penalty: 912.326538
	Iteration 0F: 2 clusters Score -29082.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -28330.062500 Penalty: 1824.653076
	Iteration 0F: 3 clusters Score -28330.06 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -28659.904297 Penalty: 1824.653076
	Iteration 1F: 3 clusters Score -28659.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -28856.343750 Penalty: 1824.653076
	Iteration 2F: 3 clusters Score -28856.34 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -28970.439453 Penalty: 1824.653076
	Iteration 3F: 3 clusters Score -28970.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -28990.386719 Penalty: 1824.653076
	Iteration 4Q: 3 clusters Score -28990.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -28996.609375 Penalty: 1824.653076
	Iteration 5Q: 3 clusters Score -28996.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -29015.968750 Penalty: 1824.653076
	Iteration 6Q: 3 clusters Score -29015.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -29023.558594 Penalty: 1824.653076
	Iteration 7Q: 3 clusters Score -29023.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -29076.097656 Penalty: 1824.653076
	Iteration 8Q: 3 clusters Score -29076.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -29113.658203 Penalty: 1824.653076
	Iteration 9Q: 3 clusters Score -29113.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -29128.611328 Penalty: 1824.653076
	Iteration 10Q: 3 clusters Score -29128.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -29134.568359 Penalty: 1824.653076
	Iteration 11Q: 3 clusters Score -29134.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -29134.568359 Penalty: 1824.653076
	Iteration 12F: 3 clusters Score -29134.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 40498 members 
Mstep: Class 3 contains 4350 members 
Mstep: Class 4 contains 70804 members 
Mstep: Class 5 contains 11606 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33875 members 
Mstep: Class 8 contains 11149 members 
Mstep: Class 9 contains 26323 members 
Mstep: Class 10 contains 2368 members 
Mstep: Class 11 contains 25536 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4733 members 
Mstep: Class 14 contains 67476 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2731 members 
Mstep: Class 17 contains 9158 members 
Mstep: Class 18 contains 22005 members 
Mstep: Class 19 contains 7801 members 
Mstep: Class 20 contains 6958 members 
Mstep: Class 21 contains 21808 members 
Mstep: Class 22 contains 18983 members 
Mstep: Class 23 contains 18819 members 
Mstep: Class 24 contains 50454 members 
Mstep: Class 25 contains 2575 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 5994 members 
Mstep: Class 28 contains 1060 members 
Mstep: Class 29 contains 9488 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11551 members 
Mstep: Class 32 contains 47404 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 161 members 
Mstep: Class 35 contains 5740 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 61000 members 
Mstep: Class 39 contains 16169 members 
Mstep: Class 40 contains 2495 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11807 members 
Mstep: Class 43 contains 657 members 
Mstep: Class 44 contains 299 members 
Entering Unmasked Estep 
Score: -81027392.000000 Penalty: 87800.648438
Splitting cluster 34 changes total score from -81028248.000000 to -81027392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (5740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Entering Unmasked Estep 
Score: -726650.437500 Penalty: 1287.895874
	Iteration 0F: 2 clusters Score -726650.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -722547.875000 Penalty: 2575.791748
	Iteration 0F: 3 clusters Score -722547.9 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -723669.937500 Penalty: 2575.791748
	Iteration 1F: 3 clusters Score -723669.9 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -723879.187500 Penalty: 2575.791748
	Iteration 2F: 3 clusters Score -723879.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -724001.750000 Penalty: 2575.791748
	Iteration 3Q: 3 clusters Score -724001.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -724081.250000 Penalty: 2575.791748
	Iteration 4Q: 3 clusters Score -724081.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -724136.125000 Penalty: 2575.791748
	Iteration 5Q: 3 clusters Score -724136.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -724181.187500 Penalty: 2575.791748
	Iteration 6Q: 3 clusters Score -724181.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -724225.750000 Penalty: 2575.791748
	Iteration 7Q: 3 clusters Score -724225.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -724261.000000 Penalty: 2575.791748
	Iteration 8Q: 3 clusters Score -724261 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -724293.062500 Penalty: 2575.791748
	Iteration 9Q: 3 clusters Score -724293.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -724317.125000 Penalty: 2575.791748
	Iteration 10Q: 3 clusters Score -724317.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -724335.000000 Penalty: 2575.791748
	Iteration 11Q: 3 clusters Score -724335 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -724356.250000 Penalty: 2575.791748
	Iteration 12Q: 3 clusters Score -724356.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -724380.062500 Penalty: 2575.791748
	Iteration 13Q: 3 clusters Score -724380.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -724394.625000 Penalty: 2575.791748
	Iteration 14Q: 3 clusters Score -724394.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -724415.437500 Penalty: 2575.791748
	Iteration 15Q: 3 clusters Score -724415.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -724439.562500 Penalty: 2575.791748
	Iteration 16Q: 3 clusters Score -724439.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -724450.937500 Penalty: 2575.791748
	Iteration 17Q: 3 clusters Score -724450.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -724461.250000 Penalty: 2575.791748
	Iteration 18Q: 3 clusters Score -724461.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -724466.000000 Penalty: 2575.791748
	Iteration 19Q: 3 clusters Score -724466 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -724472.687500 Penalty: 2575.791748
	Iteration 20F: 3 clusters Score -724472.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -724477.125000 Penalty: 2575.791748
	Iteration 21Q: 3 clusters Score -724477.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -724480.625000 Penalty: 2575.791748
	Iteration 22Q: 3 clusters Score -724480.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -724483.875000 Penalty: 2575.791748
	Iteration 23Q: 3 clusters Score -724483.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -724488.312500 Penalty: 2575.791748
	Iteration 24Q: 3 clusters Score -724488.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -724494.875000 Penalty: 2575.791748
	Iteration 25Q: 3 clusters Score -724494.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -724501.437500 Penalty: 2575.791748
	Iteration 26Q: 3 clusters Score -724501.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -724507.687500 Penalty: 2575.791748
	Iteration 27Q: 3 clusters Score -724507.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -724512.000000 Penalty: 2575.791748
	Iteration 28Q: 3 clusters Score -724512 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -724516.000000 Penalty: 2575.791748
	Iteration 29Q: 3 clusters Score -724516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -724520.250000 Penalty: 2575.791748
	Iteration 30Q: 3 clusters Score -724520.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -724525.875000 Penalty: 2575.791748
	Iteration 31Q: 3 clusters Score -724525.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -724528.375000 Penalty: 2575.791748
	Iteration 32Q: 3 clusters Score -724528.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -724531.250000 Penalty: 2575.791748
	Iteration 33Q: 3 clusters Score -724531.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -724535.937500 Penalty: 2575.791748
	Iteration 34Q: 3 clusters Score -724535.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -724538.875000 Penalty: 2575.791748
	Iteration 35Q: 3 clusters Score -724538.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -724541.500000 Penalty: 2575.791748
	Iteration 36Q: 3 clusters Score -724541.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -724542.812500 Penalty: 2575.791748
	Iteration 37Q: 3 clusters Score -724542.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -724544.062500 Penalty: 2575.791748
	Iteration 38Q: 3 clusters Score -724544.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -724545.000000 Penalty: 2575.791748
	Iteration 39Q: 3 clusters Score -724545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -724545.250000 Penalty: 2575.791748
	Iteration 40F: 3 clusters Score -724545.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -724549.250000 Penalty: 2575.791748
	Iteration 41Q: 3 clusters Score -724549.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -724551.500000 Penalty: 2575.791748
	Iteration 42Q: 3 clusters Score -724551.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -724559.312500 Penalty: 2575.791748
	Iteration 43Q: 3 clusters Score -724559.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -724567.000000 Penalty: 2575.791748
	Iteration 44Q: 3 clusters Score -724567 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -724571.500000 Penalty: 2575.791748
	Iteration 45Q: 3 clusters Score -724571.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -724575.625000 Penalty: 2575.791748
	Iteration 46Q: 3 clusters Score -724575.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -724577.687500 Penalty: 2575.791748
	Iteration 47Q: 3 clusters Score -724577.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -724582.125000 Penalty: 2575.791748
	Iteration 48Q: 3 clusters Score -724582.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -724585.812500 Penalty: 2575.791748
	Iteration 49Q: 3 clusters Score -724585.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -724587.875000 Penalty: 2575.791748
	Iteration 50Q: 3 clusters Score -724587.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -724587.687500 Penalty: 2575.791748
	Iteration 51Q: 3 clusters Score -724587.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -724589.250000 Penalty: 2575.791748
	Iteration 52Q: 3 clusters Score -724589.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -724590.125000 Penalty: 2575.791748
	Iteration 53Q: 3 clusters Score -724590.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -724591.062500 Penalty: 2575.791748
	Iteration 54Q: 3 clusters Score -724591.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -724589.500000 Penalty: 2575.791748
	Iteration 55Q: 3 clusters Score -724589.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -724589.500000 Penalty: 2575.791748
	Iteration 56F: 3 clusters Score -724589.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Entering Unmasked Estep 
Score: -43915.148438 Penalty: 923.238220
	Iteration 0F: 2 clusters Score -43915.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -43017.781250 Penalty: 1846.476440
	Iteration 0F: 3 clusters Score -43017.78 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -43233.820312 Penalty: 1846.476440
	Iteration 1F: 3 clusters Score -43233.82 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -43312.816406 Penalty: 1846.476440
	Iteration 2F: 3 clusters Score -43312.82 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -43380.480469 Penalty: 1846.476440
	Iteration 3Q: 3 clusters Score -43380.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -43459.632812 Penalty: 1846.476440
	Iteration 4Q: 3 clusters Score -43459.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -43522.589844 Penalty: 1846.476440
	Iteration 5Q: 3 clusters Score -43522.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -43624.328125 Penalty: 1846.476440
	Iteration 6Q: 3 clusters Score -43624.33 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -43793.281250 Penalty: 1846.476440
	Iteration 7Q: 3 clusters Score -43793.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -43847.589844 Penalty: 1846.476440
	Iteration 8Q: 3 clusters Score -43847.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -43883.355469 Penalty: 1846.476440
	Iteration 9Q: 3 clusters Score -43883.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -43912.171875 Penalty: 1846.476440
	Iteration 10Q: 3 clusters Score -43912.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -43977.675781 Penalty: 1846.476440
	Iteration 11Q: 3 clusters Score -43977.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -44013.386719 Penalty: 1846.476440
	Iteration 12Q: 3 clusters Score -44013.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -44015.453125 Penalty: 1846.476440
	Iteration 13Q: 3 clusters Score -44015.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -44015.453125 Penalty: 1846.476440
	Iteration 14F: 3 clusters Score -44015.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 40498 members 
Mstep: Class 3 contains 4350 members 
Mstep: Class 4 contains 70804 members 
Mstep: Class 5 contains 11606 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33875 members 
Mstep: Class 8 contains 11149 members 
Mstep: Class 9 contains 26323 members 
Mstep: Class 10 contains 2368 members 
Mstep: Class 11 contains 25536 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4733 members 
Mstep: Class 14 contains 67476 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2731 members 
Mstep: Class 17 contains 9158 members 
Mstep: Class 18 contains 22005 members 
Mstep: Class 19 contains 7801 members 
Mstep: Class 20 contains 6958 members 
Mstep: Class 21 contains 21808 members 
Mstep: Class 22 contains 18983 members 
Mstep: Class 23 contains 18819 members 
Mstep: Class 24 contains 50454 members 
Mstep: Class 25 contains 2575 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 5994 members 
Mstep: Class 28 contains 1060 members 
Mstep: Class 29 contains 9488 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11551 members 
Mstep: Class 32 contains 47404 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5740 members 
Mstep: Class 36 contains 179 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 61000 members 
Mstep: Class 39 contains 16169 members 
Mstep: Class 40 contains 2495 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11807 members 
Mstep: Class 43 contains 657 members 
Mstep: Class 44 contains 316 members 
Entering Unmasked Estep 
Score: -81027216.000000 Penalty: 87800.648438
Splitting cluster 36 changes total score from -81028248.000000 to -81027216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (1059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Entering Unmasked Estep 
Score: -123947.906250 Penalty: 1036.403931
	Iteration 0F: 2 clusters Score -123947.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -122626.007812 Penalty: 2072.807861
	Iteration 0F: 3 clusters Score -122626 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -122912.250000 Penalty: 2072.807861
	Iteration 1F: 3 clusters Score -122912.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -122997.679688 Penalty: 2072.807861
	Iteration 2F: 3 clusters Score -122997.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -123041.812500 Penalty: 2072.807861
	Iteration 3Q: 3 clusters Score -123041.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -123064.437500 Penalty: 2072.807861
	Iteration 4Q: 3 clusters Score -123064.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -123085.445312 Penalty: 2072.807861
	Iteration 5Q: 3 clusters Score -123085.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -123093.890625 Penalty: 2072.807861
	Iteration 6Q: 3 clusters Score -123093.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -123099.484375 Penalty: 2072.807861
	Iteration 7Q: 3 clusters Score -123099.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -123106.078125 Penalty: 2072.807861
	Iteration 8Q: 3 clusters Score -123106.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -123108.703125 Penalty: 2072.807861
	Iteration 9Q: 3 clusters Score -123108.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -123112.914062 Penalty: 2072.807861
	Iteration 10Q: 3 clusters Score -123112.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -123115.523438 Penalty: 2072.807861
	Iteration 11Q: 3 clusters Score -123115.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -123118.101562 Penalty: 2072.807861
	Iteration 12Q: 3 clusters Score -123118.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -123118.101562 Penalty: 2072.807861
	Iteration 13F: 3 clusters Score -123118.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (61000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61000 members 
Entering Unmasked Estep 
Score: -7756277.000000 Penalty: 1639.572021
	Iteration 0F: 2 clusters Score -7756277 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30344 members 
Mstep: Class 2 contains 30656 members 
Entering Unmasked Estep 
Score: -7718392.000000 Penalty: 3279.144043
	Iteration 0F: 3 clusters Score -7718392 nChanged 28378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29196 members 
Mstep: Class 2 contains 31804 members 
Entering Unmasked Estep 
Score: -7734321.000000 Penalty: 3279.144043
	Iteration 1F: 3 clusters Score -7734321 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28487 members 
Mstep: Class 2 contains 32513 members 
Entering Unmasked Estep 
Score: -7735027.500000 Penalty: 3279.144043
	Iteration 2Q: 3 clusters Score -7735028 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27422 members 
Mstep: Class 2 contains 33578 members 
Entering Unmasked Estep 
Score: -7735789.000000 Penalty: 3279.144043
	Iteration 3Q: 3 clusters Score -7735789 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25944 members 
Mstep: Class 2 contains 35056 members 
Entering Unmasked Estep 
Score: -7736789.000000 Penalty: 3279.144043
	Iteration 4Q: 3 clusters Score -7736789 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23910 members 
Mstep: Class 2 contains 37090 members 
Entering Unmasked Estep 
Score: -7738014.000000 Penalty: 3279.144043
	Iteration 5Q: 3 clusters Score -7738014 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21213 members 
Mstep: Class 2 contains 39787 members 
Entering Unmasked Estep 
Score: -7739696.500000 Penalty: 3279.144043
	Iteration 6F: 3 clusters Score -7739696 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 43256 members 
Entering Unmasked Estep 
Score: -7742123.500000 Penalty: 3279.144043
	Iteration 7F: 3 clusters Score -7742124 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 47127 members 
Entering Unmasked Estep 
Score: -7745261.500000 Penalty: 3279.144043
	Iteration 8F: 3 clusters Score -7745262 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 50517 members 
Entering Unmasked Estep 
Score: -7748184.500000 Penalty: 3279.144043
	Iteration 9F: 3 clusters Score -7748184 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 52959 members 
Entering Unmasked Estep 
Score: -7750271.500000 Penalty: 3279.144043
	Iteration 10Q: 3 clusters Score -7750272 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 54524 members 
Entering Unmasked Estep 
Score: -7751424.000000 Penalty: 3279.144043
	Iteration 11Q: 3 clusters Score -7751424 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 55596 members 
Entering Unmasked Estep 
Score: -7752237.000000 Penalty: 3279.144043
	Iteration 12Q: 3 clusters Score -7752237 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 56364 members 
Entering Unmasked Estep 
Score: -7752749.000000 Penalty: 3279.144043
	Iteration 13Q: 3 clusters Score -7752749 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 57016 members 
Entering Unmasked Estep 
Score: -7753152.500000 Penalty: 3279.144043
	Iteration 14Q: 3 clusters Score -7753152 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 57552 members 
Entering Unmasked Estep 
Score: -7753439.000000 Penalty: 3279.144043
	Iteration 15Q: 3 clusters Score -7753439 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 57998 members 
Entering Unmasked Estep 
Score: -7753687.500000 Penalty: 3279.144043
	Iteration 16Q: 3 clusters Score -7753688 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 58373 members 
Entering Unmasked Estep 
Score: -7753886.000000 Penalty: 3279.144043
	Iteration 17Q: 3 clusters Score -7753886 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 58678 members 
Entering Unmasked Estep 
Score: -7754034.500000 Penalty: 3279.144043
	Iteration 18Q: 3 clusters Score -7754034 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 58916 members 
Entering Unmasked Estep 
Score: -7754127.000000 Penalty: 3279.144043
	Iteration 19Q: 3 clusters Score -7754127 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 59114 members 
Entering Unmasked Estep 
Score: -7754226.000000 Penalty: 3279.144043
	Iteration 20F: 3 clusters Score -7754226 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 59296 members 
Entering Unmasked Estep 
Score: -7754330.500000 Penalty: 3279.144043
	Iteration 21Q: 3 clusters Score -7754330 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 59456 members 
Entering Unmasked Estep 
Score: -7754414.500000 Penalty: 3279.144043
	Iteration 22Q: 3 clusters Score -7754414 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 59601 members 
Entering Unmasked Estep 
Score: -7754514.500000 Penalty: 3279.144043
	Iteration 23Q: 3 clusters Score -7754514 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 59720 members 
Entering Unmasked Estep 
Score: -7754579.000000 Penalty: 3279.144043
	Iteration 24Q: 3 clusters Score -7754579 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 59819 members 
Entering Unmasked Estep 
Score: -7754642.500000 Penalty: 3279.144043
	Iteration 25Q: 3 clusters Score -7754642 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 59907 members 
Entering Unmasked Estep 
Score: -7754682.500000 Penalty: 3279.144043
	Iteration 26Q: 3 clusters Score -7754682 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 59969 members 
Entering Unmasked Estep 
Score: -7754720.000000 Penalty: 3279.144043
	Iteration 27Q: 3 clusters Score -7754720 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 60021 members 
Entering Unmasked Estep 
Score: -7754741.500000 Penalty: 3279.144043
	Iteration 28Q: 3 clusters Score -7754742 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 60074 members 
Entering Unmasked Estep 
Score: -7754765.500000 Penalty: 3279.144043
	Iteration 29Q: 3 clusters Score -7754766 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 60116 members 
Entering Unmasked Estep 
Score: -7754786.500000 Penalty: 3279.144043
	Iteration 30Q: 3 clusters Score -7754786 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 60149 members 
Entering Unmasked Estep 
Score: -7754820.000000 Penalty: 3279.144043
	Iteration 31Q: 3 clusters Score -7754820 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 60179 members 
Entering Unmasked Estep 
Score: -7754837.500000 Penalty: 3279.144043
	Iteration 32Q: 3 clusters Score -7754838 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 60210 members 
Entering Unmasked Estep 
Score: -7754852.000000 Penalty: 3279.144043
	Iteration 33Q: 3 clusters Score -7754852 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 60234 members 
Entering Unmasked Estep 
Score: -7754872.000000 Penalty: 3279.144043
	Iteration 34Q: 3 clusters Score -7754872 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 60262 members 
Entering Unmasked Estep 
Score: -7754897.500000 Penalty: 3279.144043
	Iteration 35Q: 3 clusters Score -7754898 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 60282 members 
Entering Unmasked Estep 
Score: -7754907.500000 Penalty: 3279.144043
	Iteration 36Q: 3 clusters Score -7754908 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 60296 members 
Entering Unmasked Estep 
Score: -7754927.000000 Penalty: 3279.144043
	Iteration 37Q: 3 clusters Score -7754927 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 60310 members 
Entering Unmasked Estep 
Score: -7754936.500000 Penalty: 3279.144043
	Iteration 38Q: 3 clusters Score -7754936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 60319 members 
Entering Unmasked Estep 
Score: -7754945.500000 Penalty: 3279.144043
	Iteration 39Q: 3 clusters Score -7754946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 60327 members 
Entering Unmasked Estep 
Score: -7754951.500000 Penalty: 3279.144043
	Iteration 40F: 3 clusters Score -7754952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 60337 members 
Entering Unmasked Estep 
Score: -7754953.500000 Penalty: 3279.144043
	Iteration 41Q: 3 clusters Score -7754954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 60343 members 
Entering Unmasked Estep 
Score: -7754966.000000 Penalty: 3279.144043
	Iteration 42Q: 3 clusters Score -7754966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 60353 members 
Entering Unmasked Estep 
Score: -7754971.000000 Penalty: 3279.144043
	Iteration 43Q: 3 clusters Score -7754971 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 60364 members 
Entering Unmasked Estep 
Score: -7754974.500000 Penalty: 3279.144043
	Iteration 44Q: 3 clusters Score -7754974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 60369 members 
Entering Unmasked Estep 
Score: -7754983.500000 Penalty: 3279.144043
	Iteration 45Q: 3 clusters Score -7754984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 60372 members 
Entering Unmasked Estep 
Score: -7754983.500000 Penalty: 3279.144043
	Iteration 46Q: 3 clusters Score -7754984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 60377 members 
Entering Unmasked Estep 
Score: -7754992.500000 Penalty: 3279.144043
	Iteration 47Q: 3 clusters Score -7754992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 60380 members 
Entering Unmasked Estep 
Score: -7754989.000000 Penalty: 3279.144043
	Iteration 48Q: 3 clusters Score -7754989 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 60380 members 
Entering Unmasked Estep 
Score: -7754989.000000 Penalty: 3279.144043
	Iteration 49F: 3 clusters Score -7754989 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (16169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Entering Unmasked Estep 
Score: -2054098.875000 Penalty: 1441.998657
	Iteration 0F: 2 clusters Score -2054099 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -2043488.375000 Penalty: 2883.997314
	Iteration 0F: 3 clusters Score -2043488 nChanged 6918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -2047163.500000 Penalty: 2883.997314
	Iteration 1F: 3 clusters Score -2047164 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -2047583.625000 Penalty: 2883.997314
	Iteration 2F: 3 clusters Score -2047584 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -2047973.500000 Penalty: 2883.997314
	Iteration 3F: 3 clusters Score -2047974 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -2048330.875000 Penalty: 2883.997314
	Iteration 4Q: 3 clusters Score -2048331 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -2048658.125000 Penalty: 2883.997314
	Iteration 5Q: 3 clusters Score -2048658 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -2048940.375000 Penalty: 2883.997314
	Iteration 6Q: 3 clusters Score -2048940 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -2049216.750000 Penalty: 2883.997314
	Iteration 7Q: 3 clusters Score -2049217 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -2049455.125000 Penalty: 2883.997314
	Iteration 8Q: 3 clusters Score -2049455 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -2049662.875000 Penalty: 2883.997314
	Iteration 9Q: 3 clusters Score -2049663 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -2049830.750000 Penalty: 2883.997314
	Iteration 10Q: 3 clusters Score -2049831 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -2049982.125000 Penalty: 2883.997314
	Iteration 11Q: 3 clusters Score -2049982 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -2050100.875000 Penalty: 2883.997314
	Iteration 12Q: 3 clusters Score -2050101 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -2050233.875000 Penalty: 2883.997314
	Iteration 13Q: 3 clusters Score -2050234 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -2050393.375000 Penalty: 2883.997314
	Iteration 14Q: 3 clusters Score -2050393 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -2050532.500000 Penalty: 2883.997314
	Iteration 15Q: 3 clusters Score -2050532 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -2050686.875000 Penalty: 2883.997314
	Iteration 16Q: 3 clusters Score -2050687 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -2050842.125000 Penalty: 2883.997314
	Iteration 17Q: 3 clusters Score -2050842 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -2051015.875000 Penalty: 2883.997314
	Iteration 18Q: 3 clusters Score -2051016 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -2051202.000000 Penalty: 2883.997314
	Iteration 19Q: 3 clusters Score -2051202 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -2051396.625000 Penalty: 2883.997314
	Iteration 20F: 3 clusters Score -2051397 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -2051587.625000 Penalty: 2883.997314
	Iteration 21Q: 3 clusters Score -2051588 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -2051771.250000 Penalty: 2883.997314
	Iteration 22Q: 3 clusters Score -2051771 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -2051946.625000 Penalty: 2883.997314
	Iteration 23Q: 3 clusters Score -2051947 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2052108.500000 Penalty: 2883.997314
	Iteration 24Q: 3 clusters Score -2052108 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2052262.750000 Penalty: 2883.997314
	Iteration 25Q: 3 clusters Score -2052263 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2052401.500000 Penalty: 2883.997314
	Iteration 26Q: 3 clusters Score -2052402 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -2052502.125000 Penalty: 2883.997314
	Iteration 27Q: 3 clusters Score -2052502 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2052584.750000 Penalty: 2883.997314
	Iteration 28Q: 3 clusters Score -2052585 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2052667.000000 Penalty: 2883.997314
	Iteration 29Q: 3 clusters Score -2052667 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2052733.125000 Penalty: 2883.997314
	Iteration 30Q: 3 clusters Score -2052733 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2052788.750000 Penalty: 2883.997314
	Iteration 31Q: 3 clusters Score -2052789 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2052819.125000 Penalty: 2883.997314
	Iteration 32Q: 3 clusters Score -2052819 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2052838.500000 Penalty: 2883.997314
	Iteration 33Q: 3 clusters Score -2052838 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -2052855.875000 Penalty: 2883.997314
	Iteration 34Q: 3 clusters Score -2052856 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2052862.500000 Penalty: 2883.997314
	Iteration 35Q: 3 clusters Score -2052862 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2052874.125000 Penalty: 2883.997314
	Iteration 36Q: 3 clusters Score -2052874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2052880.250000 Penalty: 2883.997314
	Iteration 37Q: 3 clusters Score -2052880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2052890.375000 Penalty: 2883.997314
	Iteration 38Q: 3 clusters Score -2052890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2052896.500000 Penalty: 2883.997314
	Iteration 39Q: 3 clusters Score -2052896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2052901.125000 Penalty: 2883.997314
	Iteration 40F: 3 clusters Score -2052901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2052903.875000 Penalty: 2883.997314
	Iteration 41Q: 3 clusters Score -2052904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2052907.500000 Penalty: 2883.997314
	Iteration 42Q: 3 clusters Score -2052908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2052913.125000 Penalty: 2883.997314
	Iteration 43Q: 3 clusters Score -2052913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -2052913.625000 Penalty: 2883.997314
	Iteration 44Q: 3 clusters Score -2052914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2052912.500000 Penalty: 2883.997314
	Iteration 45Q: 3 clusters Score -2052912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2052916.250000 Penalty: 2883.997314
	Iteration 46Q: 3 clusters Score -2052916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2052916.625000 Penalty: 2883.997314
	Iteration 47Q: 3 clusters Score -2052917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2052917.500000 Penalty: 2883.997314
	Iteration 48Q: 3 clusters Score -2052918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2052919.750000 Penalty: 2883.997314
	Iteration 49Q: 3 clusters Score -2052920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2052919.500000 Penalty: 2883.997314
	Iteration 50Q: 3 clusters Score -2052920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2052919.500000 Penalty: 2883.997314
	Iteration 51F: 3 clusters Score -2052920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Entering Unmasked Estep 
Score: -302593.125000 Penalty: 1163.920166
	Iteration 0F: 2 clusters Score -302593.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -300362.156250 Penalty: 2327.840332
	Iteration 0F: 3 clusters Score -300362.2 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -300943.281250 Penalty: 2327.840332
	Iteration 1F: 3 clusters Score -300943.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -301079.187500 Penalty: 2327.840332
	Iteration 2F: 3 clusters Score -301079.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -301161.375000 Penalty: 2327.840332
	Iteration 3Q: 3 clusters Score -301161.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -301218.156250 Penalty: 2327.840332
	Iteration 4Q: 3 clusters Score -301218.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -301251.500000 Penalty: 2327.840332
	Iteration 5Q: 3 clusters Score -301251.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -301277.375000 Penalty: 2327.840332
	Iteration 6Q: 3 clusters Score -301277.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -301291.218750 Penalty: 2327.840332
	Iteration 7Q: 3 clusters Score -301291.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -301299.062500 Penalty: 2327.840332
	Iteration 8Q: 3 clusters Score -301299.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -301303.031250 Penalty: 2327.840332
	Iteration 9Q: 3 clusters Score -301303 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -301308.562500 Penalty: 2327.840332
	Iteration 10Q: 3 clusters Score -301308.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -301313.343750 Penalty: 2327.840332
	Iteration 11Q: 3 clusters Score -301313.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -301316.593750 Penalty: 2327.840332
	Iteration 12Q: 3 clusters Score -301316.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -301321.281250 Penalty: 2327.840332
	Iteration 13Q: 3 clusters Score -301321.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -301329.656250 Penalty: 2327.840332
	Iteration 14Q: 3 clusters Score -301329.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -301335.468750 Penalty: 2327.840332
	Iteration 15Q: 3 clusters Score -301335.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -301337.531250 Penalty: 2327.840332
	Iteration 16Q: 3 clusters Score -301337.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -301339.437500 Penalty: 2327.840332
	Iteration 17Q: 3 clusters Score -301339.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -301340.156250 Penalty: 2327.840332
	Iteration 18Q: 3 clusters Score -301340.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -301342.281250 Penalty: 2327.840332
	Iteration 19Q: 3 clusters Score -301342.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -301342.093750 Penalty: 2327.840332
	Iteration 20F: 3 clusters Score -301342.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Entering Unmasked Estep 
Score: -22859.521484 Penalty: 840.567383
	Iteration 0F: 2 clusters Score -22859.52 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 126 members 
Entering Unmasked Estep 
Score: -22359.414062 Penalty: 1681.134766
	Iteration 0F: 3 clusters Score -22359.41 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -22814.748047 Penalty: 1681.134766
	Iteration 1F: 3 clusters Score -22814.75 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -22899.886719 Penalty: 1681.134766
	Iteration 2F: 3 clusters Score -22899.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -22959.800781 Penalty: 1681.134766
	Iteration 3Q: 3 clusters Score -22959.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -22981.970703 Penalty: 1681.134766
	Iteration 4Q: 3 clusters Score -22981.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -22987.476562 Penalty: 1681.134766
	Iteration 5Q: 3 clusters Score -22987.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -22987.476562 Penalty: 1681.134766
	Iteration 6F: 3 clusters Score -22987.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 40498 members 
Mstep: Class 3 contains 4350 members 
Mstep: Class 4 contains 70804 members 
Mstep: Class 5 contains 11606 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33875 members 
Mstep: Class 8 contains 11149 members 
Mstep: Class 9 contains 26323 members 
Mstep: Class 10 contains 2368 members 
Mstep: Class 11 contains 25536 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4733 members 
Mstep: Class 14 contains 67476 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2731 members 
Mstep: Class 17 contains 9158 members 
Mstep: Class 18 contains 22005 members 
Mstep: Class 19 contains 7801 members 
Mstep: Class 20 contains 6958 members 
Mstep: Class 21 contains 21808 members 
Mstep: Class 22 contains 18983 members 
Mstep: Class 23 contains 18819 members 
Mstep: Class 24 contains 50454 members 
Mstep: Class 25 contains 2575 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 5994 members 
Mstep: Class 28 contains 1060 members 
Mstep: Class 29 contains 9488 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11551 members 
Mstep: Class 32 contains 47404 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5740 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 61000 members 
Mstep: Class 39 contains 16169 members 
Mstep: Class 40 contains 2495 members 
Mstep: Class 41 contains 216 members 
Mstep: Class 42 contains 11807 members 
Mstep: Class 43 contains 657 members 
Mstep: Class 44 contains 68 members 
Entering Unmasked Estep 
Score: -81027320.000000 Penalty: 87800.648438
Splitting cluster 41 changes total score from -81028248.000000 to -81027320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 42 (11807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Entering Unmasked Estep 
Score: -1496842.875000 Penalty: 1395.215454
	Iteration 0F: 2 clusters Score -1496843 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1489003.375000 Penalty: 2790.430908
	Iteration 0F: 3 clusters Score -1489003 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1491600.625000 Penalty: 2790.430908
	Iteration 1F: 3 clusters Score -1491601 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1491929.625000 Penalty: 2790.430908
	Iteration 2F: 3 clusters Score -1491930 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1492142.625000 Penalty: 2790.430908
	Iteration 3Q: 3 clusters Score -1492143 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1492302.625000 Penalty: 2790.430908
	Iteration 4Q: 3 clusters Score -1492303 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1492443.000000 Penalty: 2790.430908
	Iteration 5Q: 3 clusters Score -1492443 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1492565.750000 Penalty: 2790.430908
	Iteration 6Q: 3 clusters Score -1492566 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1492703.500000 Penalty: 2790.430908
	Iteration 7Q: 3 clusters Score -1492704 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1492850.500000 Penalty: 2790.430908
	Iteration 8Q: 3 clusters Score -1492850 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1493048.875000 Penalty: 2790.430908
	Iteration 9Q: 3 clusters Score -1493049 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1493308.625000 Penalty: 2790.430908
	Iteration 10Q: 3 clusters Score -1493309 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1493618.375000 Penalty: 2790.430908
	Iteration 11Q: 3 clusters Score -1493618 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1493985.875000 Penalty: 2790.430908
	Iteration 12Q: 3 clusters Score -1493986 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1494389.250000 Penalty: 2790.430908
	Iteration 13Q: 3 clusters Score -1494389 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1494763.250000 Penalty: 2790.430908
	Iteration 14Q: 3 clusters Score -1494763 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1495043.625000 Penalty: 2790.430908
	Iteration 15Q: 3 clusters Score -1495044 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1495265.125000 Penalty: 2790.430908
	Iteration 16Q: 3 clusters Score -1495265 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1495406.250000 Penalty: 2790.430908
	Iteration 17Q: 3 clusters Score -1495406 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1495483.000000 Penalty: 2790.430908
	Iteration 18Q: 3 clusters Score -1495483 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1495545.750000 Penalty: 2790.430908
	Iteration 19Q: 3 clusters Score -1495546 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1495595.750000 Penalty: 2790.430908
	Iteration 20F: 3 clusters Score -1495596 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1495646.250000 Penalty: 2790.430908
	Iteration 21Q: 3 clusters Score -1495646 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1495663.000000 Penalty: 2790.430908
	Iteration 22Q: 3 clusters Score -1495663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1495669.000000 Penalty: 2790.430908
	Iteration 23Q: 3 clusters Score -1495669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1495671.875000 Penalty: 2790.430908
	Iteration 24Q: 3 clusters Score -1495672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1495671.875000 Penalty: 2790.430908
	Iteration 25F: 3 clusters Score -1495672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Entering Unmasked Estep 
Score: -61893.257812 Penalty: 965.367432
	Iteration 0F: 2 clusters Score -61893.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -60877.289062 Penalty: 1930.734863
	Iteration 0F: 3 clusters Score -60877.29 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -61146.253906 Penalty: 1930.734863
	Iteration 1F: 3 clusters Score -61146.25 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -61270.941406 Penalty: 1930.734863
	Iteration 2F: 3 clusters Score -61270.94 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -61383.304688 Penalty: 1930.734863
	Iteration 3F: 3 clusters Score -61383.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -61452.460938 Penalty: 1930.734863
	Iteration 4Q: 3 clusters Score -61452.46 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -61494.574219 Penalty: 1930.734863
	Iteration 5Q: 3 clusters Score -61494.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -61514.753906 Penalty: 1930.734863
	Iteration 6Q: 3 clusters Score -61514.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -61530.500000 Penalty: 1930.734863
	Iteration 7Q: 3 clusters Score -61530.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -61538.980469 Penalty: 1930.734863
	Iteration 8Q: 3 clusters Score -61538.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -61547.761719 Penalty: 1930.734863
	Iteration 9Q: 3 clusters Score -61547.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -61557.242188 Penalty: 1930.734863
	Iteration 10Q: 3 clusters Score -61557.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -61562.667969 Penalty: 1930.734863
	Iteration 11Q: 3 clusters Score -61562.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -61570.417969 Penalty: 1930.734863
	Iteration 12Q: 3 clusters Score -61570.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -61572.910156 Penalty: 1930.734863
	Iteration 13Q: 3 clusters Score -61572.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -61574.289062 Penalty: 1930.734863
	Iteration 14Q: 3 clusters Score -61574.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -61577.281250 Penalty: 1930.734863
	Iteration 15Q: 3 clusters Score -61577.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -61578.972656 Penalty: 1930.734863
	Iteration 16Q: 3 clusters Score -61578.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -61579.820312 Penalty: 1930.734863
	Iteration 17Q: 3 clusters Score -61579.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -61581.109375 Penalty: 1930.734863
	Iteration 18Q: 3 clusters Score -61581.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -61581.109375 Penalty: 1930.734863
	Iteration 19F: 3 clusters Score -61581.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 40498 members 
Mstep: Class 3 contains 4350 members 
Mstep: Class 4 contains 70804 members 
Mstep: Class 5 contains 11606 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33875 members 
Mstep: Class 8 contains 11149 members 
Mstep: Class 9 contains 26323 members 
Mstep: Class 10 contains 2368 members 
Mstep: Class 11 contains 25536 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4733 members 
Mstep: Class 14 contains 67476 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2731 members 
Mstep: Class 17 contains 9158 members 
Mstep: Class 18 contains 22005 members 
Mstep: Class 19 contains 7801 members 
Mstep: Class 20 contains 6958 members 
Mstep: Class 21 contains 21808 members 
Mstep: Class 22 contains 18983 members 
Mstep: Class 23 contains 18819 members 
Mstep: Class 24 contains 50454 members 
Mstep: Class 25 contains 2575 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 5994 members 
Mstep: Class 28 contains 1060 members 
Mstep: Class 29 contains 9488 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11551 members 
Mstep: Class 32 contains 47404 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5740 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 61000 members 
Mstep: Class 39 contains 16169 members 
Mstep: Class 40 contains 2495 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11807 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028264.000000 Penalty: 85805.187500
Iteration 359Q: 44 clusters Score -8.102826e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 40496 members 
Mstep: Class 3 contains 4355 members 
Mstep: Class 4 contains 70812 members 
Mstep: Class 5 contains 11605 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33874 members 
Mstep: Class 8 contains 11150 members 
Mstep: Class 9 contains 26323 members 
Mstep: Class 10 contains 2361 members 
Mstep: Class 11 contains 25540 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4733 members 
Mstep: Class 14 contains 67474 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2729 members 
Mstep: Class 17 contains 9159 members 
Mstep: Class 18 contains 22006 members 
Mstep: Class 19 contains 7803 members 
Mstep: Class 20 contains 6958 members 
Mstep: Class 21 contains 21808 members 
Mstep: Class 22 contains 18984 members 
Mstep: Class 23 contains 18819 members 
Mstep: Class 24 contains 50423 members 
Mstep: Class 25 contains 2575 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 5993 members 
Mstep: Class 28 contains 1060 members 
Mstep: Class 29 contains 9487 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11551 members 
Mstep: Class 32 contains 47410 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5740 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 61018 members 
Mstep: Class 39 contains 16169 members 
Mstep: Class 40 contains 2497 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11807 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028296.000000 Penalty: 85805.187500
Iteration 360F: 44 clusters Score -8.10283e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 40490 members 
Mstep: Class 3 contains 4358 members 
Mstep: Class 4 contains 70820 members 
Mstep: Class 5 contains 11604 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33873 members 
Mstep: Class 8 contains 11150 members 
Mstep: Class 9 contains 26323 members 
Mstep: Class 10 contains 2353 members 
Mstep: Class 11 contains 25539 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4734 members 
Mstep: Class 14 contains 67474 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2729 members 
Mstep: Class 17 contains 9160 members 
Mstep: Class 18 contains 22001 members 
Mstep: Class 19 contains 7811 members 
Mstep: Class 20 contains 6958 members 
Mstep: Class 21 contains 21808 members 
Mstep: Class 22 contains 18981 members 
Mstep: Class 23 contains 18819 members 
Mstep: Class 24 contains 50396 members 
Mstep: Class 25 contains 2575 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 5997 members 
Mstep: Class 28 contains 1061 members 
Mstep: Class 29 contains 9487 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11554 members 
Mstep: Class 32 contains 47420 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5740 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 61032 members 
Mstep: Class 39 contains 16169 members 
Mstep: Class 40 contains 2497 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11807 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028208.000000 Penalty: 85805.187500
Iteration 361Q: 44 clusters Score -8.102821e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 40488 members 
Mstep: Class 3 contains 4361 members 
Mstep: Class 4 contains 70829 members 
Mstep: Class 5 contains 11604 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33873 members 
Mstep: Class 8 contains 11150 members 
Mstep: Class 9 contains 26323 members 
Mstep: Class 10 contains 2346 members 
Mstep: Class 11 contains 25537 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4733 members 
Mstep: Class 14 contains 67474 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2725 members 
Mstep: Class 17 contains 9161 members 
Mstep: Class 18 contains 21997 members 
Mstep: Class 19 contains 7821 members 
Mstep: Class 20 contains 6959 members 
Mstep: Class 21 contains 21808 members 
Mstep: Class 22 contains 18978 members 
Mstep: Class 23 contains 18819 members 
Mstep: Class 24 contains 50372 members 
Mstep: Class 25 contains 2575 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6000 members 
Mstep: Class 28 contains 1061 members 
Mstep: Class 29 contains 9487 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11553 members 
Mstep: Class 32 contains 47421 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5740 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 61051 members 
Mstep: Class 39 contains 16169 members 
Mstep: Class 40 contains 2499 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11807 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028328.000000 Penalty: 85805.187500
Iteration 362Q: 44 clusters Score -8.102833e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 40484 members 
Mstep: Class 3 contains 4363 members 
Mstep: Class 4 contains 70839 members 
Mstep: Class 5 contains 11605 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33874 members 
Mstep: Class 8 contains 11149 members 
Mstep: Class 9 contains 26324 members 
Mstep: Class 10 contains 2345 members 
Mstep: Class 11 contains 25536 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4733 members 
Mstep: Class 14 contains 67475 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2720 members 
Mstep: Class 17 contains 9162 members 
Mstep: Class 18 contains 21989 members 
Mstep: Class 19 contains 7830 members 
Mstep: Class 20 contains 6959 members 
Mstep: Class 21 contains 21808 members 
Mstep: Class 22 contains 18977 members 
Mstep: Class 23 contains 18819 members 
Mstep: Class 24 contains 50354 members 
Mstep: Class 25 contains 2575 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 5998 members 
Mstep: Class 28 contains 1062 members 
Mstep: Class 29 contains 9487 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11551 members 
Mstep: Class 32 contains 47427 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5740 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 61060 members 
Mstep: Class 39 contains 16169 members 
Mstep: Class 40 contains 2499 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11809 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028224.000000 Penalty: 85805.187500
Iteration 363Q: 44 clusters Score -8.102822e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 40486 members 
Mstep: Class 3 contains 4367 members 
Mstep: Class 4 contains 70851 members 
Mstep: Class 5 contains 11605 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33872 members 
Mstep: Class 8 contains 11148 members 
Mstep: Class 9 contains 26324 members 
Mstep: Class 10 contains 2341 members 
Mstep: Class 11 contains 25535 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4733 members 
Mstep: Class 14 contains 67474 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2720 members 
Mstep: Class 17 contains 9163 members 
Mstep: Class 18 contains 21988 members 
Mstep: Class 19 contains 7833 members 
Mstep: Class 20 contains 6959 members 
Mstep: Class 21 contains 21808 members 
Mstep: Class 22 contains 18974 members 
Mstep: Class 23 contains 18819 members 
Mstep: Class 24 contains 50336 members 
Mstep: Class 25 contains 2576 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 5999 members 
Mstep: Class 28 contains 1061 members 
Mstep: Class 29 contains 9487 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11549 members 
Mstep: Class 32 contains 47423 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5740 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 61074 members 
Mstep: Class 39 contains 16169 members 
Mstep: Class 40 contains 2499 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11810 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028184.000000 Penalty: 85805.187500
Iteration 364Q: 44 clusters Score -8.102818e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 40487 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 70862 members 
Mstep: Class 5 contains 11605 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33872 members 
Mstep: Class 8 contains 11148 members 
Mstep: Class 9 contains 26324 members 
Mstep: Class 10 contains 2340 members 
Mstep: Class 11 contains 25534 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4731 members 
Mstep: Class 14 contains 67474 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 9164 members 
Mstep: Class 18 contains 21981 members 
Mstep: Class 19 contains 7836 members 
Mstep: Class 20 contains 6959 members 
Mstep: Class 21 contains 21808 members 
Mstep: Class 22 contains 18975 members 
Mstep: Class 23 contains 18819 members 
Mstep: Class 24 contains 50318 members 
Mstep: Class 25 contains 2576 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6000 members 
Mstep: Class 28 contains 1061 members 
Mstep: Class 29 contains 9487 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11553 members 
Mstep: Class 32 contains 47418 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5740 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 61082 members 
Mstep: Class 39 contains 16169 members 
Mstep: Class 40 contains 2499 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11813 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028176.000000 Penalty: 85805.187500
Iteration 365Q: 44 clusters Score -8.102818e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 40485 members 
Mstep: Class 3 contains 4370 members 
Mstep: Class 4 contains 70878 members 
Mstep: Class 5 contains 11605 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33870 members 
Mstep: Class 8 contains 11148 members 
Mstep: Class 9 contains 26324 members 
Mstep: Class 10 contains 2339 members 
Mstep: Class 11 contains 25532 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4730 members 
Mstep: Class 14 contains 67475 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 9164 members 
Mstep: Class 18 contains 21973 members 
Mstep: Class 19 contains 7839 members 
Mstep: Class 20 contains 6959 members 
Mstep: Class 21 contains 21808 members 
Mstep: Class 22 contains 18971 members 
Mstep: Class 23 contains 18819 members 
Mstep: Class 24 contains 50312 members 
Mstep: Class 25 contains 2576 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6000 members 
Mstep: Class 28 contains 1061 members 
Mstep: Class 29 contains 9487 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11555 members 
Mstep: Class 32 contains 47404 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5740 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 61093 members 
Mstep: Class 39 contains 16169 members 
Mstep: Class 40 contains 2501 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11816 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028192.000000 Penalty: 85805.187500
Iteration 366Q: 44 clusters Score -8.102819e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 40482 members 
Mstep: Class 3 contains 4373 members 
Mstep: Class 4 contains 70877 members 
Mstep: Class 5 contains 11605 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33870 members 
Mstep: Class 8 contains 11148 members 
Mstep: Class 9 contains 26323 members 
Mstep: Class 10 contains 2339 members 
Mstep: Class 11 contains 25533 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4730 members 
Mstep: Class 14 contains 67475 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 9164 members 
Mstep: Class 18 contains 21965 members 
Mstep: Class 19 contains 7842 members 
Mstep: Class 20 contains 6959 members 
Mstep: Class 21 contains 21808 members 
Mstep: Class 22 contains 18971 members 
Mstep: Class 23 contains 18819 members 
Mstep: Class 24 contains 50317 members 
Mstep: Class 25 contains 2576 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6000 members 
Mstep: Class 28 contains 1061 members 
Mstep: Class 29 contains 9487 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11558 members 
Mstep: Class 32 contains 47402 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5740 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 61090 members 
Mstep: Class 39 contains 16169 members 
Mstep: Class 40 contains 2501 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11819 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028224.000000 Penalty: 85805.187500
Iteration 367Q: 44 clusters Score -8.102822e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 40479 members 
Mstep: Class 3 contains 4376 members 
Mstep: Class 4 contains 70877 members 
Mstep: Class 5 contains 11605 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33871 members 
Mstep: Class 8 contains 11148 members 
Mstep: Class 9 contains 26323 members 
Mstep: Class 10 contains 2336 members 
Mstep: Class 11 contains 25534 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4730 members 
Mstep: Class 14 contains 67475 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 9164 members 
Mstep: Class 18 contains 21965 members 
Mstep: Class 19 contains 7843 members 
Mstep: Class 20 contains 6959 members 
Mstep: Class 21 contains 21808 members 
Mstep: Class 22 contains 18971 members 
Mstep: Class 23 contains 18819 members 
Mstep: Class 24 contains 50316 members 
Mstep: Class 25 contains 2576 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 5999 members 
Mstep: Class 28 contains 1061 members 
Mstep: Class 29 contains 9487 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11563 members 
Mstep: Class 32 contains 47405 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5740 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 61084 members 
Mstep: Class 39 contains 16169 members 
Mstep: Class 40 contains 2501 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11820 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028256.000000 Penalty: 85805.187500
Iteration 368Q: 44 clusters Score -8.102826e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 40480 members 
Mstep: Class 3 contains 4377 members 
Mstep: Class 4 contains 70884 members 
Mstep: Class 5 contains 11605 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33871 members 
Mstep: Class 8 contains 11148 members 
Mstep: Class 9 contains 26323 members 
Mstep: Class 10 contains 2333 members 
Mstep: Class 11 contains 25533 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4730 members 
Mstep: Class 14 contains 67475 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 9164 members 
Mstep: Class 18 contains 21965 members 
Mstep: Class 19 contains 7845 members 
Mstep: Class 20 contains 6959 members 
Mstep: Class 21 contains 21808 members 
Mstep: Class 22 contains 18969 members 
Mstep: Class 23 contains 18819 members 
Mstep: Class 24 contains 50314 members 
Mstep: Class 25 contains 2576 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 5999 members 
Mstep: Class 28 contains 1061 members 
Mstep: Class 29 contains 9487 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11565 members 
Mstep: Class 32 contains 47399 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5740 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 61086 members 
Mstep: Class 39 contains 16169 members 
Mstep: Class 40 contains 2500 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11820 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028176.000000 Penalty: 85805.187500
Iteration 369Q: 44 clusters Score -8.102818e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 40482 members 
Mstep: Class 3 contains 4377 members 
Mstep: Class 4 contains 70887 members 
Mstep: Class 5 contains 11605 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33871 members 
Mstep: Class 8 contains 11148 members 
Mstep: Class 9 contains 26323 members 
Mstep: Class 10 contains 2332 members 
Mstep: Class 11 contains 25532 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4730 members 
Mstep: Class 14 contains 67475 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 9164 members 
Mstep: Class 18 contains 21963 members 
Mstep: Class 19 contains 7846 members 
Mstep: Class 20 contains 6959 members 
Mstep: Class 21 contains 21808 members 
Mstep: Class 22 contains 18965 members 
Mstep: Class 23 contains 18819 members 
Mstep: Class 24 contains 50303 members 
Mstep: Class 25 contains 2576 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6000 members 
Mstep: Class 28 contains 1061 members 
Mstep: Class 29 contains 9487 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11567 members 
Mstep: Class 32 contains 47403 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5740 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 61093 members 
Mstep: Class 39 contains 16169 members 
Mstep: Class 40 contains 2500 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11820 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028192.000000 Penalty: 85805.187500
Iteration 370Q: 44 clusters Score -8.102819e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 40483 members 
Mstep: Class 3 contains 4378 members 
Mstep: Class 4 contains 70883 members 
Mstep: Class 5 contains 11605 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33871 members 
Mstep: Class 8 contains 11148 members 
Mstep: Class 9 contains 26323 members 
Mstep: Class 10 contains 2330 members 
Mstep: Class 11 contains 25531 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4730 members 
Mstep: Class 14 contains 67475 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 9164 members 
Mstep: Class 18 contains 21964 members 
Mstep: Class 19 contains 7847 members 
Mstep: Class 20 contains 6959 members 
Mstep: Class 21 contains 21808 members 
Mstep: Class 22 contains 18964 members 
Mstep: Class 23 contains 18819 members 
Mstep: Class 24 contains 50297 members 
Mstep: Class 25 contains 2576 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6001 members 
Mstep: Class 28 contains 1061 members 
Mstep: Class 29 contains 9487 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11570 members 
Mstep: Class 32 contains 47403 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5740 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 61100 members 
Mstep: Class 39 contains 16169 members 
Mstep: Class 40 contains 2500 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11820 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028168.000000 Penalty: 85805.187500
Iteration 371Q: 44 clusters Score -8.102817e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 40479 members 
Mstep: Class 3 contains 4379 members 
Mstep: Class 4 contains 70882 members 
Mstep: Class 5 contains 11605 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33873 members 
Mstep: Class 8 contains 11148 members 
Mstep: Class 9 contains 26323 members 
Mstep: Class 10 contains 2332 members 
Mstep: Class 11 contains 25532 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4730 members 
Mstep: Class 14 contains 67474 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 9164 members 
Mstep: Class 18 contains 21965 members 
Mstep: Class 19 contains 7848 members 
Mstep: Class 20 contains 6959 members 
Mstep: Class 21 contains 21808 members 
Mstep: Class 22 contains 18962 members 
Mstep: Class 23 contains 18819 members 
Mstep: Class 24 contains 50292 members 
Mstep: Class 25 contains 2576 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6000 members 
Mstep: Class 28 contains 1061 members 
Mstep: Class 29 contains 9487 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11571 members 
Mstep: Class 32 contains 47404 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5740 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 61103 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2500 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11820 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028208.000000 Penalty: 85805.187500
Iteration 372Q: 44 clusters Score -8.102821e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 40478 members 
Mstep: Class 3 contains 4379 members 
Mstep: Class 4 contains 70885 members 
Mstep: Class 5 contains 11605 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33873 members 
Mstep: Class 8 contains 11148 members 
Mstep: Class 9 contains 26323 members 
Mstep: Class 10 contains 2333 members 
Mstep: Class 11 contains 25532 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4730 members 
Mstep: Class 14 contains 67474 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 9164 members 
Mstep: Class 18 contains 21964 members 
Mstep: Class 19 contains 7849 members 
Mstep: Class 20 contains 6959 members 
Mstep: Class 21 contains 21808 members 
Mstep: Class 22 contains 18960 members 
Mstep: Class 23 contains 18819 members 
Mstep: Class 24 contains 50294 members 
Mstep: Class 25 contains 2576 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 5999 members 
Mstep: Class 28 contains 1061 members 
Mstep: Class 29 contains 9487 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11572 members 
Mstep: Class 32 contains 47403 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5740 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 61101 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2500 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11820 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028224.000000 Penalty: 85805.187500
Iteration 373Q: 44 clusters Score -8.102822e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 40478 members 
Mstep: Class 3 contains 4379 members 
Mstep: Class 4 contains 70882 members 
Mstep: Class 5 contains 11605 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33872 members 
Mstep: Class 8 contains 11148 members 
Mstep: Class 9 contains 26323 members 
Mstep: Class 10 contains 2333 members 
Mstep: Class 11 contains 25532 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4730 members 
Mstep: Class 14 contains 67474 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 9164 members 
Mstep: Class 18 contains 21962 members 
Mstep: Class 19 contains 7849 members 
Mstep: Class 20 contains 6959 members 
Mstep: Class 21 contains 21808 members 
Mstep: Class 22 contains 18959 members 
Mstep: Class 23 contains 18819 members 
Mstep: Class 24 contains 50293 members 
Mstep: Class 25 contains 2576 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6000 members 
Mstep: Class 28 contains 1061 members 
Mstep: Class 29 contains 9487 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11574 members 
Mstep: Class 32 contains 47408 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5740 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 61101 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2500 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11820 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028248.000000 Penalty: 85805.187500
Iteration 374Q: 44 clusters Score -8.102825e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 40477 members 
Mstep: Class 3 contains 4379 members 
Mstep: Class 4 contains 70884 members 
Mstep: Class 5 contains 11605 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33872 members 
Mstep: Class 8 contains 11148 members 
Mstep: Class 9 contains 26323 members 
Mstep: Class 10 contains 2333 members 
Mstep: Class 11 contains 25533 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4730 members 
Mstep: Class 14 contains 67474 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 9164 members 
Mstep: Class 18 contains 21961 members 
Mstep: Class 19 contains 7849 members 
Mstep: Class 20 contains 6959 members 
Mstep: Class 21 contains 21808 members 
Mstep: Class 22 contains 18958 members 
Mstep: Class 23 contains 18819 members 
Mstep: Class 24 contains 50294 members 
Mstep: Class 25 contains 2576 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6000 members 
Mstep: Class 28 contains 1061 members 
Mstep: Class 29 contains 9487 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11574 members 
Mstep: Class 32 contains 47407 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5740 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 61101 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2500 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11820 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028248.000000 Penalty: 85805.187500
Iteration 375Q: 44 clusters Score -8.102825e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 40477 members 
Mstep: Class 3 contains 4379 members 
Mstep: Class 4 contains 70883 members 
Mstep: Class 5 contains 11605 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33872 members 
Mstep: Class 8 contains 11148 members 
Mstep: Class 9 contains 26323 members 
Mstep: Class 10 contains 2333 members 
Mstep: Class 11 contains 25533 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4730 members 
Mstep: Class 14 contains 67474 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 9163 members 
Mstep: Class 18 contains 21961 members 
Mstep: Class 19 contains 7849 members 
Mstep: Class 20 contains 6959 members 
Mstep: Class 21 contains 21808 members 
Mstep: Class 22 contains 18958 members 
Mstep: Class 23 contains 18818 members 
Mstep: Class 24 contains 50291 members 
Mstep: Class 25 contains 2576 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6000 members 
Mstep: Class 28 contains 1061 members 
Mstep: Class 29 contains 9487 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11573 members 
Mstep: Class 32 contains 47410 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5740 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 61105 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2500 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11820 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028312.000000 Penalty: 85805.187500
Iteration 376Q: 44 clusters Score -8.102831e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 40477 members 
Mstep: Class 3 contains 4379 members 
Mstep: Class 4 contains 70882 members 
Mstep: Class 5 contains 11605 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33872 members 
Mstep: Class 8 contains 11148 members 
Mstep: Class 9 contains 26323 members 
Mstep: Class 10 contains 2333 members 
Mstep: Class 11 contains 25534 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4730 members 
Mstep: Class 14 contains 67475 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 9163 members 
Mstep: Class 18 contains 21963 members 
Mstep: Class 19 contains 7849 members 
Mstep: Class 20 contains 6959 members 
Mstep: Class 21 contains 21808 members 
Mstep: Class 22 contains 18958 members 
Mstep: Class 23 contains 18818 members 
Mstep: Class 24 contains 50288 members 
Mstep: Class 25 contains 2576 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6000 members 
Mstep: Class 28 contains 1061 members 
Mstep: Class 29 contains 9487 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11572 members 
Mstep: Class 32 contains 47410 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5740 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 61106 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2500 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11820 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028336.000000 Penalty: 85805.187500
Iteration 377Q: 44 clusters Score -8.102834e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 40477 members 
Mstep: Class 3 contains 4379 members 
Mstep: Class 4 contains 70882 members 
Mstep: Class 5 contains 11605 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33872 members 
Mstep: Class 8 contains 11148 members 
Mstep: Class 9 contains 26323 members 
Mstep: Class 10 contains 2333 members 
Mstep: Class 11 contains 25534 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4730 members 
Mstep: Class 14 contains 67475 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 9163 members 
Mstep: Class 18 contains 21963 members 
Mstep: Class 19 contains 7849 members 
Mstep: Class 20 contains 6959 members 
Mstep: Class 21 contains 21808 members 
Mstep: Class 22 contains 18959 members 
Mstep: Class 23 contains 18818 members 
Mstep: Class 24 contains 50283 members 
Mstep: Class 25 contains 2576 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6000 members 
Mstep: Class 28 contains 1061 members 
Mstep: Class 29 contains 9487 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11573 members 
Mstep: Class 32 contains 47411 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5740 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 61108 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2500 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11820 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028336.000000 Penalty: 85805.187500
Iteration 378Q: 44 clusters Score -8.102834e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 40477 members 
Mstep: Class 3 contains 4379 members 
Mstep: Class 4 contains 70883 members 
Mstep: Class 5 contains 11605 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33873 members 
Mstep: Class 8 contains 11148 members 
Mstep: Class 9 contains 26323 members 
Mstep: Class 10 contains 2333 members 
Mstep: Class 11 contains 25533 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4730 members 
Mstep: Class 14 contains 67475 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 9163 members 
Mstep: Class 18 contains 21963 members 
Mstep: Class 19 contains 7849 members 
Mstep: Class 20 contains 6959 members 
Mstep: Class 21 contains 21808 members 
Mstep: Class 22 contains 18959 members 
Mstep: Class 23 contains 18818 members 
Mstep: Class 24 contains 50284 members 
Mstep: Class 25 contains 2576 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6000 members 
Mstep: Class 28 contains 1061 members 
Mstep: Class 29 contains 9487 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11575 members 
Mstep: Class 32 contains 47408 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5740 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 61107 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2500 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11820 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028360.000000 Penalty: 85805.187500
Iteration 379Q: 44 clusters Score -8.102836e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 40477 members 
Mstep: Class 3 contains 4379 members 
Mstep: Class 4 contains 70882 members 
Mstep: Class 5 contains 11605 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33873 members 
Mstep: Class 8 contains 11148 members 
Mstep: Class 9 contains 26323 members 
Mstep: Class 10 contains 2333 members 
Mstep: Class 11 contains 25533 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4730 members 
Mstep: Class 14 contains 67475 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 9163 members 
Mstep: Class 18 contains 21963 members 
Mstep: Class 19 contains 7849 members 
Mstep: Class 20 contains 6959 members 
Mstep: Class 21 contains 21808 members 
Mstep: Class 22 contains 18958 members 
Mstep: Class 23 contains 18818 members 
Mstep: Class 24 contains 50285 members 
Mstep: Class 25 contains 2576 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6000 members 
Mstep: Class 28 contains 1061 members 
Mstep: Class 29 contains 9487 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11577 members 
Mstep: Class 32 contains 47409 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5740 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 61105 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2500 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11820 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028392.000000 Penalty: 85805.187500
Iteration 380F: 44 clusters Score -8.102839e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 40477 members 
Mstep: Class 3 contains 4379 members 
Mstep: Class 4 contains 70880 members 
Mstep: Class 5 contains 11605 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33873 members 
Mstep: Class 8 contains 11148 members 
Mstep: Class 9 contains 26323 members 
Mstep: Class 10 contains 2333 members 
Mstep: Class 11 contains 25533 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4730 members 
Mstep: Class 14 contains 67475 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 9163 members 
Mstep: Class 18 contains 21963 members 
Mstep: Class 19 contains 7849 members 
Mstep: Class 20 contains 6959 members 
Mstep: Class 21 contains 21808 members 
Mstep: Class 22 contains 18958 members 
Mstep: Class 23 contains 18818 members 
Mstep: Class 24 contains 50285 members 
Mstep: Class 25 contains 2576 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6000 members 
Mstep: Class 28 contains 1061 members 
Mstep: Class 29 contains 9487 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11579 members 
Mstep: Class 32 contains 47410 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5740 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 61104 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2500 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11820 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028392.000000 Penalty: 85805.187500
Iteration 381Q: 44 clusters Score -8.102839e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 40476 members 
Mstep: Class 3 contains 4379 members 
Mstep: Class 4 contains 70879 members 
Mstep: Class 5 contains 11605 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33873 members 
Mstep: Class 8 contains 11148 members 
Mstep: Class 9 contains 26323 members 
Mstep: Class 10 contains 2333 members 
Mstep: Class 11 contains 25533 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4731 members 
Mstep: Class 14 contains 67475 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 9163 members 
Mstep: Class 18 contains 21963 members 
Mstep: Class 19 contains 7849 members 
Mstep: Class 20 contains 6959 members 
Mstep: Class 21 contains 21808 members 
Mstep: Class 22 contains 18959 members 
Mstep: Class 23 contains 18818 members 
Mstep: Class 24 contains 50285 members 
Mstep: Class 25 contains 2576 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6000 members 
Mstep: Class 28 contains 1061 members 
Mstep: Class 29 contains 9487 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11579 members 
Mstep: Class 32 contains 47410 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5740 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 61104 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2500 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11820 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028368.000000 Penalty: 85805.187500
Iteration 382Q: 44 clusters Score -8.102837e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 40476 members 
Mstep: Class 3 contains 4379 members 
Mstep: Class 4 contains 70878 members 
Mstep: Class 5 contains 11605 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33873 members 
Mstep: Class 8 contains 11148 members 
Mstep: Class 9 contains 26323 members 
Mstep: Class 10 contains 2333 members 
Mstep: Class 11 contains 25533 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4731 members 
Mstep: Class 14 contains 67475 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 9163 members 
Mstep: Class 18 contains 21963 members 
Mstep: Class 19 contains 7849 members 
Mstep: Class 20 contains 6959 members 
Mstep: Class 21 contains 21808 members 
Mstep: Class 22 contains 18958 members 
Mstep: Class 23 contains 18818 members 
Mstep: Class 24 contains 50286 members 
Mstep: Class 25 contains 2576 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6000 members 
Mstep: Class 28 contains 1061 members 
Mstep: Class 29 contains 9487 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11579 members 
Mstep: Class 32 contains 47411 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5740 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 61104 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2500 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11820 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028408.000000 Penalty: 85805.187500
Iteration 383Q: 44 clusters Score -8.102841e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 40476 members 
Mstep: Class 3 contains 4379 members 
Mstep: Class 4 contains 70880 members 
Mstep: Class 5 contains 11605 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33873 members 
Mstep: Class 8 contains 11148 members 
Mstep: Class 9 contains 26323 members 
Mstep: Class 10 contains 2333 members 
Mstep: Class 11 contains 25532 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4731 members 
Mstep: Class 14 contains 67475 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 9163 members 
Mstep: Class 18 contains 21964 members 
Mstep: Class 19 contains 7849 members 
Mstep: Class 20 contains 6960 members 
Mstep: Class 21 contains 21808 members 
Mstep: Class 22 contains 18958 members 
Mstep: Class 23 contains 18818 members 
Mstep: Class 24 contains 50281 members 
Mstep: Class 25 contains 2576 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6000 members 
Mstep: Class 28 contains 1061 members 
Mstep: Class 29 contains 9487 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11579 members 
Mstep: Class 32 contains 47412 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5740 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 61105 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2500 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11820 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028392.000000 Penalty: 85805.187500
Iteration 384Q: 44 clusters Score -8.102839e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 40475 members 
Mstep: Class 3 contains 4379 members 
Mstep: Class 4 contains 70879 members 
Mstep: Class 5 contains 11605 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33873 members 
Mstep: Class 8 contains 11148 members 
Mstep: Class 9 contains 26323 members 
Mstep: Class 10 contains 2333 members 
Mstep: Class 11 contains 25533 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4731 members 
Mstep: Class 14 contains 67475 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 9163 members 
Mstep: Class 18 contains 21965 members 
Mstep: Class 19 contains 7849 members 
Mstep: Class 20 contains 6961 members 
Mstep: Class 21 contains 21808 members 
Mstep: Class 22 contains 18958 members 
Mstep: Class 23 contains 18818 members 
Mstep: Class 24 contains 50276 members 
Mstep: Class 25 contains 2576 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6000 members 
Mstep: Class 28 contains 1061 members 
Mstep: Class 29 contains 9487 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11579 members 
Mstep: Class 32 contains 47415 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5740 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 61106 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2500 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11820 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028344.000000 Penalty: 85805.187500
Iteration 385Q: 44 clusters Score -8.102834e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 40473 members 
Mstep: Class 3 contains 4379 members 
Mstep: Class 4 contains 70881 members 
Mstep: Class 5 contains 11605 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33874 members 
Mstep: Class 8 contains 11148 members 
Mstep: Class 9 contains 26323 members 
Mstep: Class 10 contains 2333 members 
Mstep: Class 11 contains 25533 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4732 members 
Mstep: Class 14 contains 67475 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 9163 members 
Mstep: Class 18 contains 21965 members 
Mstep: Class 19 contains 7849 members 
Mstep: Class 20 contains 6961 members 
Mstep: Class 21 contains 21808 members 
Mstep: Class 22 contains 18958 members 
Mstep: Class 23 contains 18818 members 
Mstep: Class 24 contains 50269 members 
Mstep: Class 25 contains 2576 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6000 members 
Mstep: Class 28 contains 1061 members 
Mstep: Class 29 contains 9487 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11579 members 
Mstep: Class 32 contains 47418 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5740 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 61108 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2500 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11820 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028336.000000 Penalty: 85805.187500
Iteration 386Q: 44 clusters Score -8.102834e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 40473 members 
Mstep: Class 3 contains 4379 members 
Mstep: Class 4 contains 70879 members 
Mstep: Class 5 contains 11605 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33874 members 
Mstep: Class 8 contains 11148 members 
Mstep: Class 9 contains 26323 members 
Mstep: Class 10 contains 2333 members 
Mstep: Class 11 contains 25532 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4731 members 
Mstep: Class 14 contains 67475 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 9163 members 
Mstep: Class 18 contains 21965 members 
Mstep: Class 19 contains 7849 members 
Mstep: Class 20 contains 6961 members 
Mstep: Class 21 contains 21808 members 
Mstep: Class 22 contains 18958 members 
Mstep: Class 23 contains 18818 members 
Mstep: Class 24 contains 50268 members 
Mstep: Class 25 contains 2576 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6000 members 
Mstep: Class 28 contains 1061 members 
Mstep: Class 29 contains 9487 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11579 members 
Mstep: Class 32 contains 47421 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5740 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 61110 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2500 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11820 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028336.000000 Penalty: 85805.187500
Iteration 387Q: 44 clusters Score -8.102834e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 40473 members 
Mstep: Class 3 contains 4379 members 
Mstep: Class 4 contains 70878 members 
Mstep: Class 5 contains 11605 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33874 members 
Mstep: Class 8 contains 11148 members 
Mstep: Class 9 contains 26323 members 
Mstep: Class 10 contains 2333 members 
Mstep: Class 11 contains 25531 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4732 members 
Mstep: Class 14 contains 67475 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 9163 members 
Mstep: Class 18 contains 21965 members 
Mstep: Class 19 contains 7849 members 
Mstep: Class 20 contains 6961 members 
Mstep: Class 21 contains 21808 members 
Mstep: Class 22 contains 18958 members 
Mstep: Class 23 contains 18818 members 
Mstep: Class 24 contains 50267 members 
Mstep: Class 25 contains 2576 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6000 members 
Mstep: Class 28 contains 1061 members 
Mstep: Class 29 contains 9487 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11579 members 
Mstep: Class 32 contains 47420 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5740 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 61113 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2500 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11820 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028344.000000 Penalty: 85805.187500
Iteration 388Q: 44 clusters Score -8.102834e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 40473 members 
Mstep: Class 3 contains 4379 members 
Mstep: Class 4 contains 70877 members 
Mstep: Class 5 contains 11605 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33874 members 
Mstep: Class 8 contains 11148 members 
Mstep: Class 9 contains 26323 members 
Mstep: Class 10 contains 2333 members 
Mstep: Class 11 contains 25531 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4731 members 
Mstep: Class 14 contains 67476 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 9163 members 
Mstep: Class 18 contains 21965 members 
Mstep: Class 19 contains 7849 members 
Mstep: Class 20 contains 6961 members 
Mstep: Class 21 contains 21808 members 
Mstep: Class 22 contains 18958 members 
Mstep: Class 23 contains 18818 members 
Mstep: Class 24 contains 50266 members 
Mstep: Class 25 contains 2576 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6000 members 
Mstep: Class 28 contains 1061 members 
Mstep: Class 29 contains 9487 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11579 members 
Mstep: Class 32 contains 47422 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5740 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 61113 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2500 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11820 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028376.000000 Penalty: 85805.187500
Iteration 389Q: 44 clusters Score -8.102838e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 40472 members 
Mstep: Class 3 contains 4379 members 
Mstep: Class 4 contains 70876 members 
Mstep: Class 5 contains 11605 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33874 members 
Mstep: Class 8 contains 11148 members 
Mstep: Class 9 contains 26323 members 
Mstep: Class 10 contains 2333 members 
Mstep: Class 11 contains 25531 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4732 members 
Mstep: Class 14 contains 67476 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 9163 members 
Mstep: Class 18 contains 21966 members 
Mstep: Class 19 contains 7849 members 
Mstep: Class 20 contains 6961 members 
Mstep: Class 21 contains 21808 members 
Mstep: Class 22 contains 18959 members 
Mstep: Class 23 contains 18818 members 
Mstep: Class 24 contains 50257 members 
Mstep: Class 25 contains 2576 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6000 members 
Mstep: Class 28 contains 1061 members 
Mstep: Class 29 contains 9487 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11579 members 
Mstep: Class 32 contains 47424 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5740 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 61119 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2500 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11820 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028384.000000 Penalty: 85805.187500
Iteration 390Q: 44 clusters Score -8.102838e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 40472 members 
Mstep: Class 3 contains 4379 members 
Mstep: Class 4 contains 70876 members 
Mstep: Class 5 contains 11605 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33874 members 
Mstep: Class 8 contains 11148 members 
Mstep: Class 9 contains 26323 members 
Mstep: Class 10 contains 2333 members 
Mstep: Class 11 contains 25530 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4732 members 
Mstep: Class 14 contains 67476 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 9163 members 
Mstep: Class 18 contains 21966 members 
Mstep: Class 19 contains 7849 members 
Mstep: Class 20 contains 6961 members 
Mstep: Class 21 contains 21808 members 
Mstep: Class 22 contains 18959 members 
Mstep: Class 23 contains 18818 members 
Mstep: Class 24 contains 50253 members 
Mstep: Class 25 contains 2576 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6000 members 
Mstep: Class 28 contains 1061 members 
Mstep: Class 29 contains 9487 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11579 members 
Mstep: Class 32 contains 47425 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5740 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 61122 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2500 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11821 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028376.000000 Penalty: 85805.187500
Iteration 391Q: 44 clusters Score -8.102838e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 40471 members 
Mstep: Class 3 contains 4379 members 
Mstep: Class 4 contains 70874 members 
Mstep: Class 5 contains 11605 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33874 members 
Mstep: Class 8 contains 11148 members 
Mstep: Class 9 contains 26323 members 
Mstep: Class 10 contains 2333 members 
Mstep: Class 11 contains 25529 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4732 members 
Mstep: Class 14 contains 67476 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 9163 members 
Mstep: Class 18 contains 21965 members 
Mstep: Class 19 contains 7849 members 
Mstep: Class 20 contains 6961 members 
Mstep: Class 21 contains 21808 members 
Mstep: Class 22 contains 18959 members 
Mstep: Class 23 contains 18818 members 
Mstep: Class 24 contains 50249 members 
Mstep: Class 25 contains 2576 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6000 members 
Mstep: Class 28 contains 1061 members 
Mstep: Class 29 contains 9487 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11579 members 
Mstep: Class 32 contains 47429 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5740 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 61127 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2500 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11821 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028392.000000 Penalty: 85805.187500
Iteration 392Q: 44 clusters Score -8.102839e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 40471 members 
Mstep: Class 3 contains 4379 members 
Mstep: Class 4 contains 70873 members 
Mstep: Class 5 contains 11605 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33874 members 
Mstep: Class 8 contains 11148 members 
Mstep: Class 9 contains 26323 members 
Mstep: Class 10 contains 2333 members 
Mstep: Class 11 contains 25528 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4732 members 
Mstep: Class 14 contains 67476 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 9163 members 
Mstep: Class 18 contains 21965 members 
Mstep: Class 19 contains 7849 members 
Mstep: Class 20 contains 6961 members 
Mstep: Class 21 contains 21808 members 
Mstep: Class 22 contains 18959 members 
Mstep: Class 23 contains 18818 members 
Mstep: Class 24 contains 50242 members 
Mstep: Class 25 contains 2576 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6000 members 
Mstep: Class 28 contains 1061 members 
Mstep: Class 29 contains 9487 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11579 members 
Mstep: Class 32 contains 47433 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5740 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 61132 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2500 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11821 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028400.000000 Penalty: 85805.187500
Iteration 393Q: 44 clusters Score -8.10284e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 40471 members 
Mstep: Class 3 contains 4379 members 
Mstep: Class 4 contains 70874 members 
Mstep: Class 5 contains 11605 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33874 members 
Mstep: Class 8 contains 11148 members 
Mstep: Class 9 contains 26323 members 
Mstep: Class 10 contains 2333 members 
Mstep: Class 11 contains 25528 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4732 members 
Mstep: Class 14 contains 67476 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 9163 members 
Mstep: Class 18 contains 21964 members 
Mstep: Class 19 contains 7849 members 
Mstep: Class 20 contains 6961 members 
Mstep: Class 21 contains 21808 members 
Mstep: Class 22 contains 18959 members 
Mstep: Class 23 contains 18818 members 
Mstep: Class 24 contains 50235 members 
Mstep: Class 25 contains 2576 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6000 members 
Mstep: Class 28 contains 1061 members 
Mstep: Class 29 contains 9487 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11579 members 
Mstep: Class 32 contains 47434 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5740 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 61138 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2500 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11821 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028424.000000 Penalty: 85805.187500
Iteration 394Q: 44 clusters Score -8.102842e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 40472 members 
Mstep: Class 3 contains 4379 members 
Mstep: Class 4 contains 70871 members 
Mstep: Class 5 contains 11605 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33874 members 
Mstep: Class 8 contains 11148 members 
Mstep: Class 9 contains 26323 members 
Mstep: Class 10 contains 2333 members 
Mstep: Class 11 contains 25528 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4732 members 
Mstep: Class 14 contains 67476 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 9163 members 
Mstep: Class 18 contains 21964 members 
Mstep: Class 19 contains 7849 members 
Mstep: Class 20 contains 6961 members 
Mstep: Class 21 contains 21808 members 
Mstep: Class 22 contains 18958 members 
Mstep: Class 23 contains 18818 members 
Mstep: Class 24 contains 50229 members 
Mstep: Class 25 contains 2576 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6000 members 
Mstep: Class 28 contains 1061 members 
Mstep: Class 29 contains 9487 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11579 members 
Mstep: Class 32 contains 47436 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5740 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 61145 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2500 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11821 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028488.000000 Penalty: 85805.187500
Iteration 395Q: 44 clusters Score -8.102849e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 40471 members 
Mstep: Class 3 contains 4379 members 
Mstep: Class 4 contains 70871 members 
Mstep: Class 5 contains 11605 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33875 members 
Mstep: Class 8 contains 11148 members 
Mstep: Class 9 contains 26323 members 
Mstep: Class 10 contains 2333 members 
Mstep: Class 11 contains 25527 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4732 members 
Mstep: Class 14 contains 67476 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 9163 members 
Mstep: Class 18 contains 21962 members 
Mstep: Class 19 contains 7849 members 
Mstep: Class 20 contains 6961 members 
Mstep: Class 21 contains 21808 members 
Mstep: Class 22 contains 18957 members 
Mstep: Class 23 contains 18818 members 
Mstep: Class 24 contains 50225 members 
Mstep: Class 25 contains 2576 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6000 members 
Mstep: Class 28 contains 1061 members 
Mstep: Class 29 contains 9487 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11580 members 
Mstep: Class 32 contains 47438 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5740 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 61150 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2500 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11821 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028480.000000 Penalty: 85805.187500
Iteration 396Q: 44 clusters Score -8.102848e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 40471 members 
Mstep: Class 3 contains 4379 members 
Mstep: Class 4 contains 70874 members 
Mstep: Class 5 contains 11605 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33875 members 
Mstep: Class 8 contains 11147 members 
Mstep: Class 9 contains 26323 members 
Mstep: Class 10 contains 2333 members 
Mstep: Class 11 contains 25528 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4732 members 
Mstep: Class 14 contains 67476 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 9163 members 
Mstep: Class 18 contains 21960 members 
Mstep: Class 19 contains 7849 members 
Mstep: Class 20 contains 6961 members 
Mstep: Class 21 contains 21808 members 
Mstep: Class 22 contains 18957 members 
Mstep: Class 23 contains 18818 members 
Mstep: Class 24 contains 50224 members 
Mstep: Class 25 contains 2576 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6000 members 
Mstep: Class 28 contains 1061 members 
Mstep: Class 29 contains 9487 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11581 members 
Mstep: Class 32 contains 47434 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5740 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 61153 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2500 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11821 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028480.000000 Penalty: 85805.187500
Iteration 397Q: 44 clusters Score -8.102848e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 40470 members 
Mstep: Class 3 contains 4379 members 
Mstep: Class 4 contains 70874 members 
Mstep: Class 5 contains 11605 members 
Mstep: Class 6 contains 332 members 
Mstep: Class 7 contains 33874 members 
Mstep: Class 8 contains 11146 members 
Mstep: Class 9 contains 26324 members 
Mstep: Class 10 contains 2333 members 
Mstep: Class 11 contains 25528 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 4732 members 
Mstep: Class 14 contains 67475 members 
Mstep: Class 15 contains 383 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 9163 members 
Mstep: Class 18 contains 21960 members 
Mstep: Class 19 contains 7849 members 
Mstep: Class 20 contains 6961 members 
Mstep: Class 21 contains 21808 members 
Mstep: Class 22 contains 18957 members 
Mstep: Class 23 contains 18818 members 
Mstep: Class 24 contains 50227 members 
Mstep: Class 25 contains 2576 members 
Mstep: Class 26 contains 395 members 
Mstep: Class 27 contains 6000 members 
Mstep: Class 28 contains 1061 members 
Mstep: Class 29 contains 9487 members 
Mstep: Class 30 contains 22031 members 
Mstep: Class 31 contains 11581 members 
Mstep: Class 32 contains 47432 members 
Mstep: Class 33 contains 155 members 
Mstep: Class 34 contains 460 members 
Mstep: Class 35 contains 5740 members 
Mstep: Class 36 contains 495 members 
Mstep: Class 37 contains 1059 members 
Mstep: Class 38 contains 61155 members 
Mstep: Class 39 contains 16170 members 
Mstep: Class 40 contains 2500 members 
Mstep: Class 41 contains 284 members 
Mstep: Class 42 contains 11821 members 
Mstep: Class 43 contains 657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028424.000000 Penalty: 85805.187500
Iteration 398Q: 44 clusters Score -8.102842e+07 nChanged 23
Entering ConstructFrom: 
Score: -81028424.000000 Penalty: 85805.187500
Entering ConstructFrom: 
Trying to split cluster 1 (6376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Entering Unmasked Estep 
Score: -764551.062500 Penalty: 1303.532104
	Iteration 0F: 2 clusters Score -764551.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -760063.000000 Penalty: 2607.064209
	Iteration 0F: 3 clusters Score -760063 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -761431.750000 Penalty: 2607.064209
	Iteration 1F: 3 clusters Score -761431.8 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -761671.375000 Penalty: 2607.064209
	Iteration 2F: 3 clusters Score -761671.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -761806.062500 Penalty: 2607.064209
	Iteration 3Q: 3 clusters Score -761806.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -761908.375000 Penalty: 2607.064209
	Iteration 4Q: 3 clusters Score -761908.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -761982.000000 Penalty: 2607.064209
	Iteration 5Q: 3 clusters Score -761982 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -762046.500000 Penalty: 2607.064209
	Iteration 6Q: 3 clusters Score -762046.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -762101.875000 Penalty: 2607.064209
	Iteration 7Q: 3 clusters Score -762101.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -762153.375000 Penalty: 2607.064209
	Iteration 8Q: 3 clusters Score -762153.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -762202.125000 Penalty: 2607.064209
	Iteration 9Q: 3 clusters Score -762202.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -762242.562500 Penalty: 2607.064209
	Iteration 10Q: 3 clusters Score -762242.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -762272.000000 Penalty: 2607.064209
	Iteration 11Q: 3 clusters Score -762272 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -762304.437500 Penalty: 2607.064209
	Iteration 12Q: 3 clusters Score -762304.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -762338.625000 Penalty: 2607.064209
	Iteration 13Q: 3 clusters Score -762338.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -762382.562500 Penalty: 2607.064209
	Iteration 14Q: 3 clusters Score -762382.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -762433.687500 Penalty: 2607.064209
	Iteration 15Q: 3 clusters Score -762433.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -762495.812500 Penalty: 2607.064209
	Iteration 16Q: 3 clusters Score -762495.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -762570.687500 Penalty: 2607.064209
	Iteration 17Q: 3 clusters Score -762570.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -762641.062500 Penalty: 2607.064209
	Iteration 18Q: 3 clusters Score -762641.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -762717.875000 Penalty: 2607.064209
	Iteration 19Q: 3 clusters Score -762717.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -762798.187500 Penalty: 2607.064209
	Iteration 20F: 3 clusters Score -762798.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -762858.625000 Penalty: 2607.064209
	Iteration 21Q: 3 clusters Score -762858.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -762925.000000 Penalty: 2607.064209
	Iteration 22Q: 3 clusters Score -762925 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -762991.312500 Penalty: 2607.064209
	Iteration 23Q: 3 clusters Score -762991.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -763057.750000 Penalty: 2607.064209
	Iteration 24Q: 3 clusters Score -763057.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -763125.812500 Penalty: 2607.064209
	Iteration 25Q: 3 clusters Score -763125.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -763185.750000 Penalty: 2607.064209
	Iteration 26Q: 3 clusters Score -763185.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -763244.437500 Penalty: 2607.064209
	Iteration 27Q: 3 clusters Score -763244.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -763302.000000 Penalty: 2607.064209
	Iteration 28Q: 3 clusters Score -763302 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -763360.937500 Penalty: 2607.064209
	Iteration 29Q: 3 clusters Score -763360.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -763427.375000 Penalty: 2607.064209
	Iteration 30Q: 3 clusters Score -763427.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -763496.000000 Penalty: 2607.064209
	Iteration 31Q: 3 clusters Score -763496 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -763559.187500 Penalty: 2607.064209
	Iteration 32Q: 3 clusters Score -763559.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -763623.000000 Penalty: 2607.064209
	Iteration 33Q: 3 clusters Score -763623 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -763674.812500 Penalty: 2607.064209
	Iteration 34Q: 3 clusters Score -763674.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -763706.625000 Penalty: 2607.064209
	Iteration 35Q: 3 clusters Score -763706.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -763729.562500 Penalty: 2607.064209
	Iteration 36Q: 3 clusters Score -763729.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -763743.937500 Penalty: 2607.064209
	Iteration 37Q: 3 clusters Score -763743.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -763755.000000 Penalty: 2607.064209
	Iteration 38Q: 3 clusters Score -763755 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -763761.312500 Penalty: 2607.064209
	Iteration 39Q: 3 clusters Score -763761.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -763768.375000 Penalty: 2607.064209
	Iteration 40F: 3 clusters Score -763768.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -763771.437500 Penalty: 2607.064209
	Iteration 41Q: 3 clusters Score -763771.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -763775.125000 Penalty: 2607.064209
	Iteration 42Q: 3 clusters Score -763775.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -763776.875000 Penalty: 2607.064209
	Iteration 43Q: 3 clusters Score -763776.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -763778.250000 Penalty: 2607.064209
	Iteration 44Q: 3 clusters Score -763778.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -763780.312500 Penalty: 2607.064209
	Iteration 45Q: 3 clusters Score -763780.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -763779.500000 Penalty: 2607.064209
	Iteration 46Q: 3 clusters Score -763779.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -763780.562500 Penalty: 2607.064209
	Iteration 47Q: 3 clusters Score -763780.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -763782.437500 Penalty: 2607.064209
	Iteration 48Q: 3 clusters Score -763782.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -763781.312500 Penalty: 2607.064209
	Iteration 49Q: 3 clusters Score -763781.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -763781.312500 Penalty: 2607.064209
	Iteration 50F: 3 clusters Score -763781.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (40470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40470 members 
Entering Unmasked Estep 
Score: -4974452.500000 Penalty: 1578.517456
	Iteration 0F: 2 clusters Score -4974452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 20235 members 
Entering Unmasked Estep 
Score: -4948087.500000 Penalty: 3157.034912
	Iteration 0F: 3 clusters Score -4948088 nChanged 18482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -4958527.000000 Penalty: 3157.034912
	Iteration 1F: 3 clusters Score -4958527 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 20182 members 
Entering Unmasked Estep 
Score: -4959181.500000 Penalty: 3157.034912
	Iteration 2Q: 3 clusters Score -4959182 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -4959843 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20460 members 
Mstep: Class 2 contains 20010 members 
Entering Unmasked Estep 
Score: -4960542.000000 Penalty: 3157.034912
	Iteration 4Q: 3 clusters Score -4960542 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20668 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -4961290.500000 Penalty: 3157.034912
	Iteration 5Q: 3 clusters Score -4961290 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 19488 members 
Entering Unmasked Estep 
Score: -4962069.500000 Penalty: 3157.034912
	Iteration 6Q: 3 clusters Score -4962070 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21444 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -4963071.500000 Penalty: 3157.034912
	Iteration 7Q: 3 clusters Score -4963072 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -4964195.000000 Penalty: 3157.034912
	Iteration 8Q: 3 clusters Score -4964195 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22549 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -4965532.000000 Penalty: 3157.034912
	Iteration 9F: 3 clusters Score -4965532 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23105 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -4966933.500000 Penalty: 3157.034912
	Iteration 10Q: 3 clusters Score -4966934 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23537 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -4968029.500000 Penalty: 3157.034912
	Iteration 11Q: 3 clusters Score -4968030 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23941 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -4968738.500000 Penalty: 3157.034912
	Iteration 12Q: 3 clusters Score -4968738 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24303 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -4969164.000000 Penalty: 3157.034912
	Iteration 13Q: 3 clusters Score -4969164 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24670 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -4969441.500000 Penalty: 3157.034912
	Iteration 14Q: 3 clusters Score -4969442 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -4969642.000000 Penalty: 3157.034912
	Iteration 15Q: 3 clusters Score -4969642 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25401 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -4969819.500000 Penalty: 3157.034912
	Iteration 16Q: 3 clusters Score -4969820 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25761 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -4969969.000000 Penalty: 3157.034912
	Iteration 17Q: 3 clusters Score -4969969 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26145 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -4970102.500000 Penalty: 3157.034912
	Iteration 18Q: 3 clusters Score -4970102 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26546 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -4970216.500000 Penalty: 3157.034912
	Iteration 19Q: 3 clusters Score -4970216 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26935 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -4970305.500000 Penalty: 3157.034912
	Iteration 20F: 3 clusters Score -4970306 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27335 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -4970407.500000 Penalty: 3157.034912
	Iteration 21Q: 3 clusters Score -4970408 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27737 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -4970516.000000 Penalty: 3157.034912
	Iteration 22Q: 3 clusters Score -4970516 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28118 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -4970662.500000 Penalty: 3157.034912
	Iteration 23Q: 3 clusters Score -4970662 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28493 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -4970776.500000 Penalty: 3157.034912
	Iteration 24Q: 3 clusters Score -4970776 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28856 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -4970844.000000 Penalty: 3157.034912
	Iteration 25Q: 3 clusters Score -4970844 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29199 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -4970935.000000 Penalty: 3157.034912
	Iteration 26Q: 3 clusters Score -4970935 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29543 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -4971006.500000 Penalty: 3157.034912
	Iteration 27Q: 3 clusters Score -4971006 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29863 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -4971084.000000 Penalty: 3157.034912
	Iteration 28Q: 3 clusters Score -4971084 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30173 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -4971153.500000 Penalty: 3157.034912
	Iteration 29Q: 3 clusters Score -4971154 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30480 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -4971245.500000 Penalty: 3157.034912
	Iteration 30Q: 3 clusters Score -4971246 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30758 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -4971318.500000 Penalty: 3157.034912
	Iteration 31Q: 3 clusters Score -4971318 nChanged 293
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31043 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -4971379.500000 Penalty: 3157.034912
	Iteration 32Q: 3 clusters Score -4971380 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31317 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -4971463.500000 Penalty: 3157.034912
	Iteration 33Q: 3 clusters Score -4971464 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31593 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -4971518.500000 Penalty: 3157.034912
	Iteration 34Q: 3 clusters Score -4971518 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31863 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -4971560.000000 Penalty: 3157.034912
	Iteration 35Q: 3 clusters Score -4971560 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32145 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -4971626.000000 Penalty: 3157.034912
	Iteration 36Q: 3 clusters Score -4971626 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32427 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -4971713.500000 Penalty: 3157.034912
	Iteration 37Q: 3 clusters Score -4971714 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32704 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -4971775.000000 Penalty: 3157.034912
	Iteration 38Q: 3 clusters Score -4971775 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32987 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -4971855.000000 Penalty: 3157.034912
	Iteration 39Q: 3 clusters Score -4971855 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33270 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -4971940.000000 Penalty: 3157.034912
	Iteration 40F: 3 clusters Score -4971940 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33550 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -4972001.500000 Penalty: 3157.034912
	Iteration 41Q: 3 clusters Score -4972002 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33860 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -4972083.500000 Penalty: 3157.034912
	Iteration 42Q: 3 clusters Score -4972084 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34143 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -4972137.000000 Penalty: 3157.034912
	Iteration 43Q: 3 clusters Score -4972137 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34395 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -4972219.000000 Penalty: 3157.034912
	Iteration 44Q: 3 clusters Score -4972219 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34648 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -4972280.000000 Penalty: 3157.034912
	Iteration 45Q: 3 clusters Score -4972280 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34884 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -4972347.000000 Penalty: 3157.034912
	Iteration 46Q: 3 clusters Score -4972347 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35111 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -4972396.500000 Penalty: 3157.034912
	Iteration 47Q: 3 clusters Score -4972396 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35329 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -4972445.500000 Penalty: 3157.034912
	Iteration 48Q: 3 clusters Score -4972446 nChanged 204
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35529 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -4972498.500000 Penalty: 3157.034912
	Iteration 49Q: 3 clusters Score -4972498 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35717 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -4972545.000000 Penalty: 3157.034912
	Iteration 50Q: 3 clusters Score -4972545 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35901 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -4972595.000000 Penalty: 3157.034912
	Iteration 51Q: 3 clusters Score -4972595 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36082 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -4972660.500000 Penalty: 3157.034912
	Iteration 52Q: 3 clusters Score -4972660 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36267 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -4972719.500000 Penalty: 3157.034912
	Iteration 53Q: 3 clusters Score -4972720 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36462 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -4972773.000000 Penalty: 3157.034912
	Iteration 54Q: 3 clusters Score -4972773 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36656 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -4972817.000000 Penalty: 3157.034912
	Iteration 55Q: 3 clusters Score -4972817 nChanged 190
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Mstep: Class 1 contains 36840 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -4972894.500000 Penalty: 3157.034912
	Iteration 56Q: 3 clusters Score -4972894 nChanged 184
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37024 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -4972943.500000 Penalty: 3157.034912
	Iteration 57Q: 3 clusters Score -4972944 nChanged 180
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37202 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -4972994.500000 Penalty: 3157.034912
	Iteration 58Q: 3 clusters Score -4972994 nChanged 182
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37382 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -4973072.500000 Penalty: 3157.034912
	Iteration 59Q: 3 clusters Score -4973072 nChanged 157
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37537 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -4973120.000000 Penalty: 3157.034912
	Iteration 60F: 3 clusters Score -4973120 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37689 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -4973184.500000 Penalty: 3157.034912
	Iteration 61Q: 3 clusters Score -4973184 nChanged 139
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37824 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -4973213.500000 Penalty: 3157.034912
	Iteration 62Q: 3 clusters Score -4973214 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37939 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -4973249.500000 Penalty: 3157.034912
	Iteration 63Q: 3 clusters Score -4973250 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38026 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -4973272.500000 Penalty: 3157.034912
	Iteration 64Q: 3 clusters Score -4973272 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38083 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -4973297.000000 Penalty: 3157.034912
	Iteration 65Q: 3 clusters Score -4973297 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38133 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -4973299.500000 Penalty: 3157.034912
	Iteration 66Q: 3 clusters Score -4973300 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38175 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -4973311.000000 Penalty: 3157.034912
	Iteration 67Q: 3 clusters Score -4973311 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38210 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -4973318.500000 Penalty: 3157.034912
	Iteration 68Q: 3 clusters Score -4973318 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38239 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -4973331.500000 Penalty: 3157.034912
	Iteration 69Q: 3 clusters Score -4973332 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38263 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -4973338.000000 Penalty: 3157.034912
	Iteration 70Q: 3 clusters Score -4973338 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38282 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -4973335.500000 Penalty: 3157.034912
	Iteration 71Q: 3 clusters Score -4973336 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38307 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -4973333.000000 Penalty: 3157.034912
	Iteration 72Q: 3 clusters Score -4973333 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38327 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -4973339.000000 Penalty: 3157.034912
	Iteration 73Q: 3 clusters Score -4973339 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38346 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -4973339.000000 Penalty: 3157.034912
	Iteration 74Q: 3 clusters Score -4973339 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38362 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -4973340.500000 Penalty: 3157.034912
	Iteration 75Q: 3 clusters Score -4973340 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38379 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -4973338.000000 Penalty: 3157.034912
	Iteration 76Q: 3 clusters Score -4973338 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38409 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -4973344.000000 Penalty: 3157.034912
	Iteration 77Q: 3 clusters Score -4973344 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38431 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -4973352.000000 Penalty: 3157.034912
	Iteration 78Q: 3 clusters Score -4973352 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38454 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -4973360.500000 Penalty: 3157.034912
	Iteration 79Q: 3 clusters Score -4973360 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38472 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -4973359.000000 Penalty: 3157.034912
	Iteration 80F: 3 clusters Score -4973359 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38490 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -4973363.000000 Penalty: 3157.034912
	Iteration 81Q: 3 clusters Score -4973363 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38504 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -4973367.500000 Penalty: 3157.034912
	Iteration 82Q: 3 clusters Score -4973368 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38518 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -4973367.000000 Penalty: 3157.034912
	Iteration 83Q: 3 clusters Score -4973367 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38532 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -4973368.500000 Penalty: 3157.034912
	Iteration 84Q: 3 clusters Score -4973368 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38544 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -4973371.000000 Penalty: 3157.034912
	Iteration 85Q: 3 clusters Score -4973371 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38558 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -4973379.000000 Penalty: 3157.034912
	Iteration 86Q: 3 clusters Score -4973379 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38581 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -4973373.000000 Penalty: 3157.034912
	Iteration 87Q: 3 clusters Score -4973373 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38602 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -4973386.500000 Penalty: 3157.034912
	Iteration 88Q: 3 clusters Score -4973386 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38629 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -4973398.000000 Penalty: 3157.034912
	Iteration 89Q: 3 clusters Score -4973398 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38653 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -4973407.500000 Penalty: 3157.034912
	Iteration 90Q: 3 clusters Score -4973408 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38672 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -4973399.000000 Penalty: 3157.034912
	Iteration 91Q: 3 clusters Score -4973399 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38688 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -4973402.500000 Penalty: 3157.034912
	Iteration 92Q: 3 clusters Score -4973402 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38709 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -4973420.500000 Penalty: 3157.034912
	Iteration 93Q: 3 clusters Score -4973420 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38727 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -4973428.500000 Penalty: 3157.034912
	Iteration 94Q: 3 clusters Score -4973428 nChanged 19
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Mstep: Class 1 contains 38744 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -4973427.500000 Penalty: 3157.034912
	Iteration 95Q: 3 clusters Score -4973428 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38766 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -4973439.000000 Penalty: 3157.034912
	Iteration 96Q: 3 clusters Score -4973439 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38783 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -4973435.000000 Penalty: 3157.034912
	Iteration 97Q: 3 clusters Score -4973435 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38808 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -4973454.500000 Penalty: 3157.034912
	Iteration 98Q: 3 clusters Score -4973454 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38831 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -4973464.000000 Penalty: 3157.034912
	Iteration 99Q: 3 clusters Score -4973464 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38850 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -4973466.500000 Penalty: 3157.034912
	Iteration 100F: 3 clusters Score -4973466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38864 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -4973469.000000 Penalty: 3157.034912
	Iteration 101Q: 3 clusters Score -4973469 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38878 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -4973470.000000 Penalty: 3157.034912
	Iteration 102Q: 3 clusters Score -4973470 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38892 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -4973469.000000 Penalty: 3157.034912
	Iteration 103Q: 3 clusters Score -4973469 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38901 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -4973480.000000 Penalty: 3157.034912
	Iteration 104Q: 3 clusters Score -4973480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38912 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -4973482.000000 Penalty: 3157.034912
	Iteration 105Q: 3 clusters Score -4973482 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38928 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -4973493.000000 Penalty: 3157.034912
	Iteration 106Q: 3 clusters Score -4973493 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38940 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -4973496.000000 Penalty: 3157.034912
	Iteration 107Q: 3 clusters Score -4973496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38949 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -4973500.500000 Penalty: 3157.034912
	Iteration 108Q: 3 clusters Score -4973500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38951 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -4973497.500000 Penalty: 3157.034912
	Iteration 109Q: 3 clusters Score -4973498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38955 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -4973497.000000 Penalty: 3157.034912
	Iteration 110Q: 3 clusters Score -4973497 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38963 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -4973490.500000 Penalty: 3157.034912
	Iteration 111Q: 3 clusters Score -4973490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38971 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -4973496.500000 Penalty: 3157.034912
	Iteration 112Q: 3 clusters Score -4973496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38974 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -4973497.000000 Penalty: 3157.034912
	Iteration 113Q: 3 clusters Score -4973497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38975 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -4973498.500000 Penalty: 3157.034912
	Iteration 114Q: 3 clusters Score -4973498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38975 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -4973498.500000 Penalty: 3157.034912
	Iteration 115F: 3 clusters Score -4973498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Entering Unmasked Estep 
Score: -510025.125000 Penalty: 1247.624878
	Iteration 0F: 2 clusters Score -510025.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -506750.250000 Penalty: 2495.249756
	Iteration 0F: 3 clusters Score -506750.2 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -507725.843750 Penalty: 2495.249756
	Iteration 1F: 3 clusters Score -507725.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -507931.843750 Penalty: 2495.249756
	Iteration 2F: 3 clusters Score -507931.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -508067.375000 Penalty: 2495.249756
	Iteration 3Q: 3 clusters Score -508067.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -508168.968750 Penalty: 2495.249756
	Iteration 4Q: 3 clusters Score -508169 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -508265.437500 Penalty: 2495.249756
	Iteration 5Q: 3 clusters Score -508265.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -508353.875000 Penalty: 2495.249756
	Iteration 6Q: 3 clusters Score -508353.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -508431.031250 Penalty: 2495.249756
	Iteration 7Q: 3 clusters Score -508431 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -508492.218750 Penalty: 2495.249756
	Iteration 8Q: 3 clusters Score -508492.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -508577.218750 Penalty: 2495.249756
	Iteration 9Q: 3 clusters Score -508577.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -508658.593750 Penalty: 2495.249756
	Iteration 10Q: 3 clusters Score -508658.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -508752.687500 Penalty: 2495.249756
	Iteration 11Q: 3 clusters Score -508752.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -508842.031250 Penalty: 2495.249756
	Iteration 12Q: 3 clusters Score -508842 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -508939.625000 Penalty: 2495.249756
	Iteration 13Q: 3 clusters Score -508939.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -509033.125000 Penalty: 2495.249756
	Iteration 14Q: 3 clusters Score -509033.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -509111.968750 Penalty: 2495.249756
	Iteration 15Q: 3 clusters Score -509112 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -509172.125000 Penalty: 2495.249756
	Iteration 16Q: 3 clusters Score -509172.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -509225.687500 Penalty: 2495.249756
	Iteration 17Q: 3 clusters Score -509225.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -509264.562500 Penalty: 2495.249756
	Iteration 18Q: 3 clusters Score -509264.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -509295.468750 Penalty: 2495.249756
	Iteration 19Q: 3 clusters Score -509295.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -509324.468750 Penalty: 2495.249756
	Iteration 20F: 3 clusters Score -509324.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -509349.843750 Penalty: 2495.249756
	Iteration 21Q: 3 clusters Score -509349.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -509377.031250 Penalty: 2495.249756
	Iteration 22Q: 3 clusters Score -509377 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -509399.000000 Penalty: 2495.249756
	Iteration 23Q: 3 clusters Score -509399 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -509422.125000 Penalty: 2495.249756
	Iteration 24Q: 3 clusters Score -509422.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -509437.125000 Penalty: 2495.249756
	Iteration 25Q: 3 clusters Score -509437.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -509446.437500 Penalty: 2495.249756
	Iteration 26Q: 3 clusters Score -509446.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -509451.781250 Penalty: 2495.249756
	Iteration 27Q: 3 clusters Score -509451.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -509460.062500 Penalty: 2495.249756
	Iteration 28Q: 3 clusters Score -509460.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -509466.656250 Penalty: 2495.249756
	Iteration 29Q: 3 clusters Score -509466.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -509472.000000 Penalty: 2495.249756
	Iteration 30Q: 3 clusters Score -509472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -509474.937500 Penalty: 2495.249756
	Iteration 31Q: 3 clusters Score -509474.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -509477.406250 Penalty: 2495.249756
	Iteration 32Q: 3 clusters Score -509477.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -509479.718750 Penalty: 2495.249756
	Iteration 33Q: 3 clusters Score -509479.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -509484.906250 Penalty: 2495.249756
	Iteration 34Q: 3 clusters Score -509484.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -509488.437500 Penalty: 2495.249756
	Iteration 35Q: 3 clusters Score -509488.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -509493.968750 Penalty: 2495.249756
	Iteration 36Q: 3 clusters Score -509494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -509499.125000 Penalty: 2495.249756
	Iteration 37Q: 3 clusters Score -509499.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -509504.562500 Penalty: 2495.249756
	Iteration 38Q: 3 clusters Score -509504.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -509509.687500 Penalty: 2495.249756
	Iteration 39Q: 3 clusters Score -509509.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -509512.937500 Penalty: 2495.249756
	Iteration 40F: 3 clusters Score -509512.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -509515.875000 Penalty: 2495.249756
	Iteration 41Q: 3 clusters Score -509515.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -509517.250000 Penalty: 2495.249756
	Iteration 42Q: 3 clusters Score -509517.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -509518.125000 Penalty: 2495.249756
	Iteration 43Q: 3 clusters Score -509518.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -509519.156250 Penalty: 2495.249756
	Iteration 44Q: 3 clusters Score -509519.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -509520.375000 Penalty: 2495.249756
	Iteration 45Q: 3 clusters Score -509520.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -509520.625000 Penalty: 2495.249756
	Iteration 46Q: 3 clusters Score -509520.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -509521.625000 Penalty: 2495.249756
	Iteration 47Q: 3 clusters Score -509521.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -509522.625000 Penalty: 2495.249756
	Iteration 48Q: 3 clusters Score -509522.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -509522.312500 Penalty: 2495.249756
	Iteration 49Q: 3 clusters Score -509522.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -509523.250000 Penalty: 2495.249756
	Iteration 50Q: 3 clusters Score -509523.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -509523.062500 Penalty: 2495.249756
	Iteration 51Q: 3 clusters Score -509523.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -509523.593750 Penalty: 2495.249756
	Iteration 52Q: 3 clusters Score -509523.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -509524.687500 Penalty: 2495.249756
	Iteration 53Q: 3 clusters Score -509524.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -509524.812500 Penalty: 2495.249756
	Iteration 54Q: 3 clusters Score -509524.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -509524.812500 Penalty: 2495.249756
	Iteration 55F: 3 clusters Score -509524.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (70873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70873 members 
Entering Unmasked Estep 
Score: -8908560.000000 Penalty: 1661.894409
	Iteration 0F: 2 clusters Score -8908560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35285 members 
Mstep: Class 2 contains 35588 members 
Entering Unmasked Estep 
Score: -8865615.000000 Penalty: 3323.788818
	Iteration 0F: 3 clusters Score -8865615 nChanged 33035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34298 members 
Mstep: Class 2 contains 36575 members 
Entering Unmasked Estep 
Score: -8884454.000000 Penalty: 3323.788818
	Iteration 1F: 3 clusters Score -8884454 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33564 members 
Mstep: Class 2 contains 37309 members 
Entering Unmasked Estep 
Score: -8885348.000000 Penalty: 3323.788818
	Iteration 2Q: 3 clusters Score -8885348 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32438 members 
Mstep: Class 2 contains 38435 members 
Entering Unmasked Estep 
Score: -8886698.000000 Penalty: 3323.788818
	Iteration 3Q: 3 clusters Score -8886698 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31058 members 
Mstep: Class 2 contains 39815 members 
Entering Unmasked Estep 
Score: -8888431.000000 Penalty: 3323.788818
	Iteration 4Q: 3 clusters Score -8888431 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29472 members 
Mstep: Class 2 contains 41401 members 
Entering Unmasked Estep 
Score: -8890526.000000 Penalty: 3323.788818
	Iteration 5Q: 3 clusters Score -8890526 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27948 members 
Mstep: Class 2 contains 42925 members 
Entering Unmasked Estep 
Score: -8893022.000000 Penalty: 3323.788818
	Iteration 6F: 3 clusters Score -8893022 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26734 members 
Mstep: Class 2 contains 44139 members 
Entering Unmasked Estep 
Score: -8895626.000000 Penalty: 3323.788818
	Iteration 7F: 3 clusters Score -8895626 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26181 members 
Mstep: Class 2 contains 44692 members 
Entering Unmasked Estep 
Score: -8898752.000000 Penalty: 3323.788818
	Iteration 8F: 3 clusters Score -8898752 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26305 members 
Mstep: Class 2 contains 44568 members 
Entering Unmasked Estep 
Score: -8901522.000000 Penalty: 3323.788818
	Iteration 9F: 3 clusters Score -8901522 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26911 members 
Mstep: Class 2 contains 43962 members 
Entering Unmasked Estep 
Score: -8903752.000000 Penalty: 3323.788818
	Iteration 10F: 3 clusters Score -8903752 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27711 members 
Mstep: Class 2 contains 43162 members 
Entering Unmasked Estep 
Score: -8905015.000000 Penalty: 3323.788818
	Iteration 11Q: 3 clusters Score -8905015 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28365 members 
Mstep: Class 2 contains 42508 members 
Entering Unmasked Estep 
Score: -8905576.000000 Penalty: 3323.788818
	Iteration 12Q: 3 clusters Score -8905576 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28963 members 
Mstep: Class 2 contains 41910 members 
Entering Unmasked Estep 
Score: -8905978.000000 Penalty: 3323.788818
	Iteration 13Q: 3 clusters Score -8905978 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29494 members 
Mstep: Class 2 contains 41379 members 
Entering Unmasked Estep 
Score: -8906329.000000 Penalty: 3323.788818
	Iteration 14Q: 3 clusters Score -8906329 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30003 members 
Mstep: Class 2 contains 40870 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -8906610 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30499 members 
Mstep: Class 2 contains 40374 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -8906879 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30970 members 
Mstep: Class 2 contains 39903 members 
Entering Unmasked Estep 
Score: -8907138.000000 Penalty: 3323.788818
	Iteration 17Q: 3 clusters Score -8907138 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31434 members 
Mstep: Class 2 contains 39439 members 
Entering Unmasked Estep 
Score: -8907387.000000 Penalty: 3323.788818
	Iteration 18Q: 3 clusters Score -8907387 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31896 members 
Mstep: Class 2 contains 38977 members 
Entering Unmasked Estep 
Score: -8907609.000000 Penalty: 3323.788818
	Iteration 19Q: 3 clusters Score -8907609 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32307 members 
Mstep: Class 2 contains 38566 members 
Entering Unmasked Estep 
Score: -8907798.000000 Penalty: 3323.788818
	Iteration 20F: 3 clusters Score -8907798 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32713 members 
Mstep: Class 2 contains 38160 members 
Entering Unmasked Estep 
Score: -8907986.000000 Penalty: 3323.788818
	Iteration 21Q: 3 clusters Score -8907986 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33045 members 
Mstep: Class 2 contains 37828 members 
Entering Unmasked Estep 
Score: -8908121.000000 Penalty: 3323.788818
	Iteration 22Q: 3 clusters Score -8908121 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33351 members 
Mstep: Class 2 contains 37522 members 
Entering Unmasked Estep 
Score: -8908192.000000 Penalty: 3323.788818
	Iteration 23Q: 3 clusters Score -8908192 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33613 members 
Mstep: Class 2 contains 37260 members 
Entering Unmasked Estep 
Score: -8908264.000000 Penalty: 3323.788818
	Iteration 24Q: 3 clusters Score -8908264 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33834 members 
Mstep: Class 2 contains 37039 members 
Entering Unmasked Estep 
Score: -8908346.000000 Penalty: 3323.788818
	Iteration 25Q: 3 clusters Score -8908346 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34029 members 
Mstep: Class 2 contains 36844 members 
Entering Unmasked Estep 
Score: -8908416.000000 Penalty: 3323.788818
	Iteration 26Q: 3 clusters Score -8908416 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34193 members 
Mstep: Class 2 contains 36680 members 
Entering Unmasked Estep 
Score: -8908421.000000 Penalty: 3323.788818
	Iteration 27Q: 3 clusters Score -8908421 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34329 members 
Mstep: Class 2 contains 36544 members 
Entering Unmasked Estep 
Score: -8908442.000000 Penalty: 3323.788818
	Iteration 28Q: 3 clusters Score -8908442 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34463 members 
Mstep: Class 2 contains 36410 members 
Entering Unmasked Estep 
Score: -8908445.000000 Penalty: 3323.788818
	Iteration 29Q: 3 clusters Score -8908445 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34613 members 
Mstep: Class 2 contains 36260 members 
Entering Unmasked Estep 
Score: -8908481.000000 Penalty: 3323.788818
	Iteration 30Q: 3 clusters Score -8908481 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34748 members 
Mstep: Class 2 contains 36125 members 
Entering Unmasked Estep 
Score: -8908495.000000 Penalty: 3323.788818
	Iteration 31Q: 3 clusters Score -8908495 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34861 members 
Mstep: Class 2 contains 36012 members 
Entering Unmasked Estep 
Score: -8908505.000000 Penalty: 3323.788818
	Iteration 32Q: 3 clusters Score -8908505 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34981 members 
Mstep: Class 2 contains 35892 members 
Entering Unmasked Estep 
Score: -8908502.000000 Penalty: 3323.788818
	Iteration 33Q: 3 clusters Score -8908502 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35102 members 
Mstep: Class 2 contains 35771 members 
Entering Unmasked Estep 
Score: -8908515.000000 Penalty: 3323.788818
	Iteration 34Q: 3 clusters Score -8908515 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35188 members 
Mstep: Class 2 contains 35685 members 
Entering Unmasked Estep 
Score: -8908525.000000 Penalty: 3323.788818
	Iteration 35Q: 3 clusters Score -8908525 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35266 members 
Mstep: Class 2 contains 35607 members 
Entering Unmasked Estep 
Score: -8908544.000000 Penalty: 3323.788818
	Iteration 36Q: 3 clusters Score -8908544 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35335 members 
Mstep: Class 2 contains 35538 members 
Entering Unmasked Estep 
Score: -8908539.000000 Penalty: 3323.788818
	Iteration 37Q: 3 clusters Score -8908539 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35404 members 
Mstep: Class 2 contains 35469 members 
Entering Unmasked Estep 
Score: -8908528.000000 Penalty: 3323.788818
	Iteration 38Q: 3 clusters Score -8908528 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35496 members 
Mstep: Class 2 contains 35377 members 
Entering Unmasked Estep 
Score: -8908550.000000 Penalty: 3323.788818
	Iteration 39Q: 3 clusters Score -8908550 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35601 members 
Mstep: Class 2 contains 35272 members 
Entering Unmasked Estep 
Score: -8908541.000000 Penalty: 3323.788818
	Iteration 40F: 3 clusters Score -8908541 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35705 members 
Mstep: Class 2 contains 35168 members 
Entering Unmasked Estep 
Score: -8908548.000000 Penalty: 3323.788818
	Iteration 41Q: 3 clusters Score -8908548 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35825 members 
Mstep: Class 2 contains 35048 members 
Entering Unmasked Estep 
Score: -8908557.000000 Penalty: 3323.788818
	Iteration 42Q: 3 clusters Score -8908557 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35932 members 
Mstep: Class 2 contains 34941 members 
Entering Unmasked Estep 
Score: -8908586.000000 Penalty: 3323.788818
	Iteration 43Q: 3 clusters Score -8908586 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36038 members 
Mstep: Class 2 contains 34835 members 
Entering Unmasked Estep 
Score: -8908599.000000 Penalty: 3323.788818
	Iteration 44Q: 3 clusters Score -8908599 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36141 members 
Mstep: Class 2 contains 34732 members 
Entering Unmasked Estep 
Score: -8908604.000000 Penalty: 3323.788818
	Iteration 45Q: 3 clusters Score -8908604 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36272 members 
Mstep: Class 2 contains 34601 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8908599 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36402 members 
Mstep: Class 2 contains 34471 members 
Entering Unmasked Estep 
Score: -8908608.000000 Penalty: 3323.788818
	Iteration 47Q: 3 clusters Score -8908608 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36505 members 
Mstep: Class 2 contains 34368 members 
Entering Unmasked Estep 
Score: -8908588.000000 Penalty: 3323.788818
	Iteration 48Q: 3 clusters Score -8908588 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36615 members 
Mstep: Class 2 contains 34258 members 
Entering Unmasked Estep 
Score: -8908582.000000 Penalty: 3323.788818
	Iteration 49Q: 3 clusters Score -8908582 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36724 members 
Mstep: Class 2 contains 34149 members 
Entering Unmasked Estep 
Score: -8908589.000000 Penalty: 3323.788818
	Iteration 50Q: 3 clusters Score -8908589 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36836 members 
Mstep: Class 2 contains 34037 members 
Entering Unmasked Estep 
Score: -8908593.000000 Penalty: 3323.788818
	Iteration 51Q: 3 clusters Score -8908593 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36939 members 
Mstep: Class 2 contains 33934 members 
Entering Unmasked Estep 
Score: -8908603.000000 Penalty: 3323.788818
	Iteration 52Q: 3 clusters Score -8908603 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37034 members 
Mstep: Class 2 contains 33839 members 
Entering Unmasked Estep 
Score: -8908596.000000 Penalty: 3323.788818
	Iteration 53Q: 3 clusters Score -8908596 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37129 members 
Mstep: Class 2 contains 33744 members 
Entering Unmasked Estep 
Score: -8908606.000000 Penalty: 3323.788818
	Iteration 54Q: 3 clusters Score -8908606 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37225 members 
Mstep: Class 2 contains 33648 members 
Entering Unmasked Estep 
Score: -8908607.000000 Penalty: 3323.788818
	Iteration 55Q: 3 clusters Score -8908607 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37315 members 
Mstep: Class 2 contains 33558 members 
Entering Unmasked Estep 
Score: -8908624.000000 Penalty: 3323.788818
	Iteration 56Q: 3 clusters Score -8908624 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37412 members 
Mstep: Class 2 contains 33461 members 
Entering Unmasked Estep 
Score: -8908624.000000 Penalty: 3323.788818
	Iteration 57Q: 3 clusters Score -8908624 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37520 members 
Mstep: Class 2 contains 33353 members 
Entering Unmasked Estep 
Score: -8908632.000000 Penalty: 3323.788818
	Iteration 58Q: 3 clusters Score -8908632 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37634 members 
Mstep: Class 2 contains 33239 members 
Entering Unmasked Estep 
Score: -8908642.000000 Penalty: 3323.788818
	Iteration 59Q: 3 clusters Score -8908642 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37755 members 
Mstep: Class 2 contains 33118 members 
Entering Unmasked Estep 
Score: -8908644.000000 Penalty: 3323.788818
	Iteration 60F: 3 clusters Score -8908644 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37860 members 
Mstep: Class 2 contains 33013 members 
Entering Unmasked Estep 
Score: -8908661.000000 Penalty: 3323.788818
	Iteration 61Q: 3 clusters Score -8908661 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37973 members 
Mstep: Class 2 contains 32900 members 
Entering Unmasked Estep 
Score: -8908647.000000 Penalty: 3323.788818
	Iteration 62Q: 3 clusters Score -8908647 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38092 members 
Mstep: Class 2 contains 32781 members 
Entering Unmasked Estep 
Score: -8908629.000000 Penalty: 3323.788818
	Iteration 63Q: 3 clusters Score -8908629 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38197 members 
Mstep: Class 2 contains 32676 members 
Entering Unmasked Estep 
Score: -8908640.000000 Penalty: 3323.788818
	Iteration 64Q: 3 clusters Score -8908640 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38311 members 
Mstep: Class 2 contains 32562 members 
Entering Unmasked Estep 
Score: -8908649.000000 Penalty: 3323.788818
	Iteration 65Q: 3 clusters Score -8908649 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38430 members 
Mstep: Class 2 contains 32443 members 
Entering Unmasked Estep 
Score: -8908679.000000 Penalty: 3323.788818
	Iteration 66Q: 3 clusters Score -8908679 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38551 members 
Mstep: Class 2 contains 32322 members 
Entering Unmasked Estep 
Score: -8908676.000000 Penalty: 3323.788818
	Iteration 67Q: 3 clusters Score -8908676 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38670 members 
Mstep: Class 2 contains 32203 members 
Entering Unmasked Estep 
Score: -8908670.000000 Penalty: 3323.788818
	Iteration 68Q: 3 clusters Score -8908670 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38803 members 
Mstep: Class 2 contains 32070 members 
Entering Unmasked Estep 
Score: -8908675.000000 Penalty: 3323.788818
	Iteration 69Q: 3 clusters Score -8908675 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38936 members 
Mstep: Class 2 contains 31937 members 
Entering Unmasked Estep 
Score: -8908674.000000 Penalty: 3323.788818
	Iteration 70Q: 3 clusters Score -8908674 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39079 members 
Mstep: Class 2 contains 31794 members 
Entering Unmasked Estep 
Score: -8908649.000000 Penalty: 3323.788818
	Iteration 71Q: 3 clusters Score -8908649 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39225 members 
Mstep: Class 2 contains 31648 members 
Entering Unmasked Estep 
Score: -8908634.000000 Penalty: 3323.788818
	Iteration 72Q: 3 clusters Score -8908634 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39384 members 
Mstep: Class 2 contains 31489 members 
Entering Unmasked Estep 
Score: -8908661.000000 Penalty: 3323.788818
	Iteration 73Q: 3 clusters Score -8908661 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39537 members 
Mstep: Class 2 contains 31336 members 
Entering Unmasked Estep 
Score: -8908686.000000 Penalty: 3323.788818
	Iteration 74Q: 3 clusters Score -8908686 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39688 members 
Mstep: Class 2 contains 31185 members 
Entering Unmasked Estep 
Score: -8908701.000000 Penalty: 3323.788818
	Iteration 75Q: 3 clusters Score -8908701 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39830 members 
Mstep: Class 2 contains 31043 members 
Entering Unmasked Estep 
Score: -8908689.000000 Penalty: 3323.788818
	Iteration 76Q: 3 clusters Score -8908689 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39964 members 
Mstep: Class 2 contains 30909 members 
Entering Unmasked Estep 
Score: -8908708.000000 Penalty: 3323.788818
	Iteration 77Q: 3 clusters Score -8908708 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40095 members 
Mstep: Class 2 contains 30778 members 
Entering Unmasked Estep 
Score: -8908716.000000 Penalty: 3323.788818
	Iteration 78Q: 3 clusters Score -8908716 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40208 members 
Mstep: Class 2 contains 30665 members 
Entering Unmasked Estep 
Score: -8908713.000000 Penalty: 3323.788818
	Iteration 79Q: 3 clusters Score -8908713 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40321 members 
Mstep: Class 2 contains 30552 members 
Entering Unmasked Estep 
Score: -8908703.000000 Penalty: 3323.788818
	Iteration 80F: 3 clusters Score -8908703 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40425 members 
Mstep: Class 2 contains 30448 members 
Entering Unmasked Estep 
Score: -8908681.000000 Penalty: 3323.788818
	Iteration 81Q: 3 clusters Score -8908681 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40517 members 
Mstep: Class 2 contains 30356 members 
Entering Unmasked Estep 
Score: -8908682.000000 Penalty: 3323.788818
	Iteration 82Q: 3 clusters Score -8908682 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40621 members 
Mstep: Class 2 contains 30252 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8908674 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40718 members 
Mstep: Class 2 contains 30155 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8908674 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40833 members 
Mstep: Class 2 contains 30040 members 
Entering Unmasked Estep 
Score: -8908675.000000 Penalty: 3323.788818
	Iteration 85Q: 3 clusters Score -8908675 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40963 members 
Mstep: Class 2 contains 29910 members 
Entering Unmasked Estep 
Score: -8908691.000000 Penalty: 3323.788818
	Iteration 86Q: 3 clusters Score -8908691 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41097 members 
Mstep: Class 2 contains 29776 members 
Entering Unmasked Estep 
Score: -8908681.000000 Penalty: 3323.788818
	Iteration 87Q: 3 clusters Score -8908681 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41227 members 
Mstep: Class 2 contains 29646 members 
Entering Unmasked Estep 
Score: -8908685.000000 Penalty: 3323.788818
	Iteration 88Q: 3 clusters Score -8908685 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41342 members 
Mstep: Class 2 contains 29531 members 
Entering Unmasked Estep 
Score: -8908684.000000 Penalty: 3323.788818
	Iteration 89Q: 3 clusters Score -8908684 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41457 members 
Mstep: Class 2 contains 29416 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8908685 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41561 members 
Mstep: Class 2 contains 29312 members 
Entering Unmasked Estep 
Score: -8908700.000000 Penalty: 3323.788818
	Iteration 91Q: 3 clusters Score -8908700 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41665 members 
Mstep: Class 2 contains 29208 members 
Entering Unmasked Estep 
Score: -8908695.000000 Penalty: 3323.788818
	Iteration 92Q: 3 clusters Score -8908695 nChanged 119
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41784 members 
Mstep: Class 2 contains 29089 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8908684 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41925 members 
Mstep: Class 2 contains 28948 members 
Entering Unmasked Estep 
Score: -8908687.000000 Penalty: 3323.788818
	Iteration 94Q: 3 clusters Score -8908687 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42072 members 
Mstep: Class 2 contains 28801 members 
Entering Unmasked Estep 
Score: -8908683.000000 Penalty: 3323.788818
	Iteration 95Q: 3 clusters Score -8908683 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42214 members 
Mstep: Class 2 contains 28659 members 
Entering Unmasked Estep 
Score: -8908701.000000 Penalty: 3323.788818
	Iteration 96Q: 3 clusters Score -8908701 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42340 members 
Mstep: Class 2 contains 28533 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8908687 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42466 members 
Mstep: Class 2 contains 28407 members 
Entering Unmasked Estep 
Score: -8908690.000000 Penalty: 3323.788818
	Iteration 98Q: 3 clusters Score -8908690 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42593 members 
Mstep: Class 2 contains 28280 members 
Entering Unmasked Estep 
Score: -8908693.000000 Penalty: 3323.788818
	Iteration 99Q: 3 clusters Score -8908693 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42716 members 
Mstep: Class 2 contains 28157 members 
Entering Unmasked Estep 
Score: -8908675.000000 Penalty: 3323.788818
	Iteration 100F: 3 clusters Score -8908675 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42851 members 
Mstep: Class 2 contains 28022 members 
Entering Unmasked Estep 
Score: -8908665.000000 Penalty: 3323.788818
	Iteration 101Q: 3 clusters Score -8908665 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 27879 members 
Entering Unmasked Estep 
Score: -8908670.000000 Penalty: 3323.788818
	Iteration 102Q: 3 clusters Score -8908670 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43121 members 
Mstep: Class 2 contains 27752 members 
Entering Unmasked Estep 
Score: -8908670.000000 Penalty: 3323.788818
	Iteration 103Q: 3 clusters Score -8908670 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43262 members 
Mstep: Class 2 contains 27611 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8908670 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43401 members 
Mstep: Class 2 contains 27472 members 
Entering Unmasked Estep 
Score: -8908666.000000 Penalty: 3323.788818
	Iteration 105Q: 3 clusters Score -8908666 nChanged 135
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43536 members 
Mstep: Class 2 contains 27337 members 
Entering Unmasked Estep 
Score: -8908681.000000 Penalty: 3323.788818
	Iteration 106Q: 3 clusters Score -8908681 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43669 members 
Mstep: Class 2 contains 27204 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8908670 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43814 members 
Mstep: Class 2 contains 27059 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8908672 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43965 members 
Mstep: Class 2 contains 26908 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -8908672 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44133 members 
Mstep: Class 2 contains 26740 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -8908709 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44318 members 
Mstep: Class 2 contains 26555 members 
Entering Unmasked Estep 
Score: -8908687.000000 Penalty: 3323.788818
	Iteration 111Q: 3 clusters Score -8908687 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44480 members 
Mstep: Class 2 contains 26393 members 
Entering Unmasked Estep 
Score: -8908679.000000 Penalty: 3323.788818
	Iteration 112Q: 3 clusters Score -8908679 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44629 members 
Mstep: Class 2 contains 26244 members 
Entering Unmasked Estep 
Score: -8908648.000000 Penalty: 3323.788818
	Iteration 113Q: 3 clusters Score -8908648 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44763 members 
Mstep: Class 2 contains 26110 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -8908650 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44903 members 
Mstep: Class 2 contains 25970 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -8908670 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45058 members 
Mstep: Class 2 contains 25815 members 
Entering Unmasked Estep 
Score: -8908663.000000 Penalty: 3323.788818
	Iteration 116Q: 3 clusters Score -8908663 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45222 members 
Mstep: Class 2 contains 25651 members 
Entering Unmasked Estep 
Score: -8908681.000000 Penalty: 3323.788818
	Iteration 117Q: 3 clusters Score -8908681 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45370 members 
Mstep: Class 2 contains 25503 members 
Entering Unmasked Estep 
Score: -8908678.000000 Penalty: 3323.788818
	Iteration 118Q: 3 clusters Score -8908678 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45524 members 
Mstep: Class 2 contains 25349 members 
Entering Unmasked Estep 
Score: -8908647.000000 Penalty: 3323.788818
	Iteration 119Q: 3 clusters Score -8908647 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45665 members 
Mstep: Class 2 contains 25208 members 
Entering Unmasked Estep 
Score: -8908655.000000 Penalty: 3323.788818
	Iteration 120F: 3 clusters Score -8908655 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45817 members 
Mstep: Class 2 contains 25056 members 
Entering Unmasked Estep 
Score: -8908645.000000 Penalty: 3323.788818
	Iteration 121Q: 3 clusters Score -8908645 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45970 members 
Mstep: Class 2 contains 24903 members 
Entering Unmasked Estep 
Score: -8908657.000000 Penalty: 3323.788818
	Iteration 122Q: 3 clusters Score -8908657 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46120 members 
Mstep: Class 2 contains 24753 members 
Entering Unmasked Estep 
Score: -8908654.000000 Penalty: 3323.788818
	Iteration 123Q: 3 clusters Score -8908654 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46265 members 
Mstep: Class 2 contains 24608 members 
Entering Unmasked Estep 
Score: -8908661.000000 Penalty: 3323.788818
	Iteration 124Q: 3 clusters Score -8908661 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46403 members 
Mstep: Class 2 contains 24470 members 
Entering Unmasked Estep 
Score: -8908650.000000 Penalty: 3323.788818
	Iteration 125Q: 3 clusters Score -8908650 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46532 members 
Mstep: Class 2 contains 24341 members 
Entering Unmasked Estep 
Score: -8908644.000000 Penalty: 3323.788818
	Iteration 126Q: 3 clusters Score -8908644 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46643 members 
Mstep: Class 2 contains 24230 members 
Entering Unmasked Estep 
Score: -8908666.000000 Penalty: 3323.788818
	Iteration 127Q: 3 clusters Score -8908666 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46771 members 
Mstep: Class 2 contains 24102 members 
Entering Unmasked Estep 
Score: -8908653.000000 Penalty: 3323.788818
	Iteration 128Q: 3 clusters Score -8908653 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46888 members 
Mstep: Class 2 contains 23985 members 
Entering Unmasked Estep 
Score: -8908652.000000 Penalty: 3323.788818
	Iteration 129Q: 3 clusters Score -8908652 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47008 members 
Mstep: Class 2 contains 23865 members 
Entering Unmasked Estep 
Score: -8908638.000000 Penalty: 3323.788818
	Iteration 130Q: 3 clusters Score -8908638 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47121 members 
Mstep: Class 2 contains 23752 members 
Entering Unmasked Estep 
Score: -8908612.000000 Penalty: 3323.788818
	Iteration 131Q: 3 clusters Score -8908612 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47224 members 
Mstep: Class 2 contains 23649 members 
Entering Unmasked Estep 
Score: -8908621.000000 Penalty: 3323.788818
	Iteration 132Q: 3 clusters Score -8908621 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47311 members 
Mstep: Class 2 contains 23562 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -8908612 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47394 members 
Mstep: Class 2 contains 23479 members 
Entering Unmasked Estep 
Score: -8908617.000000 Penalty: 3323.788818
	Iteration 134Q: 3 clusters Score -8908617 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47482 members 
Mstep: Class 2 contains 23391 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -8908621 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47571 members 
Mstep: Class 2 contains 23302 members 
Entering Unmasked Estep 
Score: -8908598.000000 Penalty: 3323.788818
	Iteration 136Q: 3 clusters Score -8908598 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47653 members 
Mstep: Class 2 contains 23220 members 
Entering Unmasked Estep 
Score: -8908604.000000 Penalty: 3323.788818
	Iteration 137Q: 3 clusters Score -8908604 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47738 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
Score: -8908608.000000 Penalty: 3323.788818
	Iteration 138Q: 3 clusters Score -8908608 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47826 members 
Mstep: Class 2 contains 23047 members 
Entering Unmasked Estep 
Score: -8908606.000000 Penalty: 3323.788818
	Iteration 139Q: 3 clusters Score -8908606 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47915 members 
Mstep: Class 2 contains 22958 members 
Entering Unmasked Estep 
Score: -8908603.000000 Penalty: 3323.788818
	Iteration 140F: 3 clusters Score -8908603 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47998 members 
Mstep: Class 2 contains 22875 members 
Entering Unmasked Estep 
Score: -8908579.000000 Penalty: 3323.788818
	Iteration 141Q: 3 clusters Score -8908579 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48089 members 
Mstep: Class 2 contains 22784 members 
Entering Unmasked Estep 
Score: -8908586.000000 Penalty: 3323.788818
	Iteration 142Q: 3 clusters Score -8908586 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48188 members 
Mstep: Class 2 contains 22685 members 
Entering Unmasked Estep 
Score: -8908602.000000 Penalty: 3323.788818
	Iteration 143Q: 3 clusters Score -8908602 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48298 members 
Mstep: Class 2 contains 22575 members 
Entering Unmasked Estep 
Score: -8908578.000000 Penalty: 3323.788818
	Iteration 144Q: 3 clusters Score -8908578 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48393 members 
Mstep: Class 2 contains 22480 members 
Entering Unmasked Estep 
Score: -8908583.000000 Penalty: 3323.788818
	Iteration 145Q: 3 clusters Score -8908583 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48500 members 
Mstep: Class 2 contains 22373 members 
Entering Unmasked Estep 
Score: -8908572.000000 Penalty: 3323.788818
	Iteration 146Q: 3 clusters Score -8908572 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48596 members 
Mstep: Class 2 contains 22277 members 
Entering Unmasked Estep 
Score: -8908556.000000 Penalty: 3323.788818
	Iteration 147Q: 3 clusters Score -8908556 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48697 members 
Mstep: Class 2 contains 22176 members 
Entering Unmasked Estep 
Score: -8908542.000000 Penalty: 3323.788818
	Iteration 148Q: 3 clusters Score -8908542 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48794 members 
Mstep: Class 2 contains 22079 members 
Entering Unmasked Estep 
Score: -8908571.000000 Penalty: 3323.788818
	Iteration 149Q: 3 clusters Score -8908571 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48885 members 
Mstep: Class 2 contains 21988 members 
Entering Unmasked Estep 
Score: -8908588.000000 Penalty: 3323.788818
	Iteration 150Q: 3 clusters Score -8908588 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48989 members 
Mstep: Class 2 contains 21884 members 
Entering Unmasked Estep 
Score: -8908601.000000 Penalty: 3323.788818
	Iteration 151Q: 3 clusters Score -8908601 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49087 members 
Mstep: Class 2 contains 21786 members 
Entering Unmasked Estep 
Score: -8908605.000000 Penalty: 3323.788818
	Iteration 152Q: 3 clusters Score -8908605 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49192 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
Score: -8908603.000000 Penalty: 3323.788818
	Iteration 153Q: 3 clusters Score -8908603 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49283 members 
Mstep: Class 2 contains 21590 members 
Entering Unmasked Estep 
Score: -8908592.000000 Penalty: 3323.788818
	Iteration 154Q: 3 clusters Score -8908592 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49362 members 
Mstep: Class 2 contains 21511 members 
Entering Unmasked Estep 
Score: -8908586.000000 Penalty: 3323.788818
	Iteration 155Q: 3 clusters Score -8908586 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49432 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
Score: -8908581.000000 Penalty: 3323.788818
	Iteration 156Q: 3 clusters Score -8908581 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49495 members 
Mstep: Class 2 contains 21378 members 
Entering Unmasked Estep 
Score: -8908557.000000 Penalty: 3323.788818
	Iteration 157Q: 3 clusters Score -8908557 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49555 members 
Mstep: Class 2 contains 21318 members 
Entering Unmasked Estep 
Score: -8908577.000000 Penalty: 3323.788818
	Iteration 158Q: 3 clusters Score -8908577 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49606 members 
Mstep: Class 2 contains 21267 members 
Entering Unmasked Estep 
Score: -8908565.000000 Penalty: 3323.788818
	Iteration 159Q: 3 clusters Score -8908565 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49664 members 
Mstep: Class 2 contains 21209 members 
Entering Unmasked Estep 
Score: -8908540.000000 Penalty: 3323.788818
	Iteration 160F: 3 clusters Score -8908540 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49718 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -8908545.000000 Penalty: 3323.788818
	Iteration 161Q: 3 clusters Score -8908545 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49773 members 
Mstep: Class 2 contains 21100 members 
Entering Unmasked Estep 
Score: -8908535.000000 Penalty: 3323.788818
	Iteration 162Q: 3 clusters Score -8908535 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49815 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -8908543.000000 Penalty: 3323.788818
	Iteration 163Q: 3 clusters Score -8908543 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49848 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
Score: -8908530.000000 Penalty: 3323.788818
	Iteration 164Q: 3 clusters Score -8908530 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49882 members 
Mstep: Class 2 contains 20991 members 
Entering Unmasked Estep 
Score: -8908537.000000 Penalty: 3323.788818
	Iteration 165Q: 3 clusters Score -8908537 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49919 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -8908534.000000 Penalty: 3323.788818
	Iteration 166Q: 3 clusters Score -8908534 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49960 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -8908531.000000 Penalty: 3323.788818
	Iteration 167Q: 3 clusters Score -8908531 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49995 members 
Mstep: Class 2 contains 20878 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -8908531 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50021 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -8908532.000000 Penalty: 3323.788818
	Iteration 169Q: 3 clusters Score -8908532 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50048 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -8908540 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50082 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -8908542.000000 Penalty: 3323.788818
	Iteration 171Q: 3 clusters Score -8908542 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50118 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -8908517.000000 Penalty: 3323.788818
	Iteration 172Q: 3 clusters Score -8908517 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50163 members 
Mstep: Class 2 contains 20710 members 
Entering Unmasked Estep 
Score: -8908514.000000 Penalty: 3323.788818
	Iteration 173Q: 3 clusters Score -8908514 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50199 members 
Mstep: Class 2 contains 20674 members 
Entering Unmasked Estep 
Score: -8908496.000000 Penalty: 3323.788818
	Iteration 174Q: 3 clusters Score -8908496 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50229 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -8908490.000000 Penalty: 3323.788818
	Iteration 175Q: 3 clusters Score -8908490 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50255 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -8908486.000000 Penalty: 3323.788818
	Iteration 176Q: 3 clusters Score -8908486 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50286 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -8908488.000000 Penalty: 3323.788818
	Iteration 177Q: 3 clusters Score -8908488 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50321 members 
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Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -8908488 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50349 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -8908503.000000 Penalty: 3323.788818
	Iteration 179Q: 3 clusters Score -8908503 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50376 members 
Mstep: Class 2 contains 20497 members 
Entering Unmasked Estep 
Score: -8908481.000000 Penalty: 3323.788818
	Iteration 180F: 3 clusters Score -8908481 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50409 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -8908488 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50445 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -8908485 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50478 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
Score: -8908489.000000 Penalty: 3323.788818
	Iteration 183Q: 3 clusters Score -8908489 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50514 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -8908488 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50551 members 
Mstep: Class 2 contains 20322 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -8908486 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -8908496 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -8908497 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50660 members 
Mstep: Class 2 contains 20213 members 
Entering Unmasked Estep 
Score: -8908473.000000 Penalty: 3323.788818
	Iteration 188Q: 3 clusters Score -8908473 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50693 members 
Mstep: Class 2 contains 20180 members 
Entering Unmasked Estep 
Score: -8908477.000000 Penalty: 3323.788818
	Iteration 189Q: 3 clusters Score -8908477 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50724 members 
Mstep: Class 2 contains 20149 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -8908486 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50757 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -8908483.000000 Penalty: 3323.788818
	Iteration 191Q: 3 clusters Score -8908483 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50788 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -8908475.000000 Penalty: 3323.788818
	Iteration 192Q: 3 clusters Score -8908475 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50818 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
Score: -8908480.000000 Penalty: 3323.788818
	Iteration 193Q: 3 clusters Score -8908480 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50859 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -8908474.000000 Penalty: 3323.788818
	Iteration 194Q: 3 clusters Score -8908474 nChanged 40
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Mstep: Class 1 contains 50897 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -8908472.000000 Penalty: 3323.788818
	Iteration 195Q: 3 clusters Score -8908472 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50933 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -8908470.000000 Penalty: 3323.788818
	Iteration 196Q: 3 clusters Score -8908470 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50975 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -8908479.000000 Penalty: 3323.788818
	Iteration 197Q: 3 clusters Score -8908479 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51024 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -8908474 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51072 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -8908477.000000 Penalty: 3323.788818
	Iteration 199Q: 3 clusters Score -8908477 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51123 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
Score: -8908478.000000 Penalty: 3323.788818
	Iteration 200F: 3 clusters Score -8908478 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51178 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -8908482.000000 Penalty: 3323.788818
	Iteration 201Q: 3 clusters Score -8908482 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51222 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -8908485.000000 Penalty: 3323.788818
	Iteration 202Q: 3 clusters Score -8908485 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51268 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -8908466.000000 Penalty: 3323.788818
	Iteration 203Q: 3 clusters Score -8908466 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51309 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -8908460.000000 Penalty: 3323.788818
	Iteration 204Q: 3 clusters Score -8908460 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51360 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -8908457.000000 Penalty: 3323.788818
	Iteration 205Q: 3 clusters Score -8908457 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51404 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -8908451.000000 Penalty: 3323.788818
	Iteration 206Q: 3 clusters Score -8908451 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51440 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -8908452.000000 Penalty: 3323.788818
	Iteration 207Q: 3 clusters Score -8908452 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51477 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -8908448.000000 Penalty: 3323.788818
	Iteration 208Q: 3 clusters Score -8908448 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51522 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -8908438.000000 Penalty: 3323.788818
	Iteration 209Q: 3 clusters Score -8908438 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51574 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -8908443.000000 Penalty: 3323.788818
	Iteration 210Q: 3 clusters Score -8908443 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51632 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -8908449.000000 Penalty: 3323.788818
	Iteration 211Q: 3 clusters Score -8908449 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51700 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -8908434.000000 Penalty: 3323.788818
	Iteration 212Q: 3 clusters Score -8908434 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51771 members 
Mstep: Class 2 contains 19102 members 
Entering Unmasked Estep 
Score: -8908437.000000 Penalty: 3323.788818
	Iteration 213Q: 3 clusters Score -8908437 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51838 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -8908443.000000 Penalty: 3323.788818
	Iteration 214Q: 3 clusters Score -8908443 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51903 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -8908444.000000 Penalty: 3323.788818
	Iteration 215Q: 3 clusters Score -8908444 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51966 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -8908432.000000 Penalty: 3323.788818
	Iteration 216Q: 3 clusters Score -8908432 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52030 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -8908418.000000 Penalty: 3323.788818
	Iteration 217Q: 3 clusters Score -8908418 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52090 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -8908404.000000 Penalty: 3323.788818
	Iteration 218Q: 3 clusters Score -8908404 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52168 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -8908402.000000 Penalty: 3323.788818
	Iteration 219Q: 3 clusters Score -8908402 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52252 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -8908401.000000 Penalty: 3323.788818
	Iteration 220F: 3 clusters Score -8908401 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52323 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -8908379.000000 Penalty: 3323.788818
	Iteration 221Q: 3 clusters Score -8908379 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52387 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -8908394.000000 Penalty: 3323.788818
	Iteration 222Q: 3 clusters Score -8908394 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52444 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -8908391.000000 Penalty: 3323.788818
	Iteration 223Q: 3 clusters Score -8908391 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52495 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -8908386.000000 Penalty: 3323.788818
	Iteration 224Q: 3 clusters Score -8908386 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52544 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -8908390.000000 Penalty: 3323.788818
	Iteration 225Q: 3 clusters Score -8908390 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52589 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -8908392.000000 Penalty: 3323.788818
	Iteration 226Q: 3 clusters Score -8908392 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52623 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -8908389.000000 Penalty: 3323.788818
	Iteration 227Q: 3 clusters Score -8908389 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52655 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -8908386.000000 Penalty: 3323.788818
	Iteration 228Q: 3 clusters Score -8908386 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52685 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -8908392.000000 Penalty: 3323.788818
	Iteration 229Q: 3 clusters Score -8908392 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52714 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -8908393.000000 Penalty: 3323.788818
	Iteration 230Q: 3 clusters Score -8908393 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52755 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -8908391.000000 Penalty: 3323.788818
	Iteration 231Q: 3 clusters Score -8908391 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52795 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -8908388.000000 Penalty: 3323.788818
	Iteration 232Q: 3 clusters Score -8908388 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52837 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -8908382.000000 Penalty: 3323.788818
	Iteration 233Q: 3 clusters Score -8908382 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52880 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -8908385.000000 Penalty: 3323.788818
	Iteration 234Q: 3 clusters Score -8908385 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52932 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -8908381.000000 Penalty: 3323.788818
	Iteration 235Q: 3 clusters Score -8908381 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52978 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -8908382.000000 Penalty: 3323.788818
	Iteration 236Q: 3 clusters Score -8908382 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53028 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -8908390.000000 Penalty: 3323.788818
	Iteration 237Q: 3 clusters Score -8908390 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53075 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -8908380.000000 Penalty: 3323.788818
	Iteration 238Q: 3 clusters Score -8908380 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53122 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -8908393.000000 Penalty: 3323.788818
	Iteration 239Q: 3 clusters Score -8908393 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53175 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -8908378.000000 Penalty: 3323.788818
	Iteration 240F: 3 clusters Score -8908378 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53229 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -8908389.000000 Penalty: 3323.788818
	Iteration 241Q: 3 clusters Score -8908389 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53292 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -8908379.000000 Penalty: 3323.788818
	Iteration 242Q: 3 clusters Score -8908379 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53352 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -8908347.000000 Penalty: 3323.788818
	Iteration 243Q: 3 clusters Score -8908347 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53408 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -8908348.000000 Penalty: 3323.788818
	Iteration 244Q: 3 clusters Score -8908348 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53468 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -8908346.000000 Penalty: 3323.788818
	Iteration 245Q: 3 clusters Score -8908346 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53523 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -8908358.000000 Penalty: 3323.788818
	Iteration 246Q: 3 clusters Score -8908358 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53575 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -8908352.000000 Penalty: 3323.788818
	Iteration 247Q: 3 clusters Score -8908352 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53638 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -8908342.000000 Penalty: 3323.788818
	Iteration 248Q: 3 clusters Score -8908342 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53700 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -8908341.000000 Penalty: 3323.788818
	Iteration 249Q: 3 clusters Score -8908341 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53765 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -8908323.000000 Penalty: 3323.788818
	Iteration 250Q: 3 clusters Score -8908323 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53832 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -8908323.000000 Penalty: 3323.788818
	Iteration 251Q: 3 clusters Score -8908323 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53903 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -8908327.000000 Penalty: 3323.788818
	Iteration 252Q: 3 clusters Score -8908327 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53978 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -8908317.000000 Penalty: 3323.788818
	Iteration 253Q: 3 clusters Score -8908317 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54042 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -8908315.000000 Penalty: 3323.788818
	Iteration 254Q: 3 clusters Score -8908315 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54116 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -8908341.000000 Penalty: 3323.788818
	Iteration 255Q: 3 clusters Score -8908341 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54199 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -8908349.000000 Penalty: 3323.788818
	Iteration 256Q: 3 clusters Score -8908349 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54285 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -8908330.000000 Penalty: 3323.788818
	Iteration 257Q: 3 clusters Score -8908330 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54361 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -8908355.000000 Penalty: 3323.788818
	Iteration 258Q: 3 clusters Score -8908355 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54431 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -8908363.000000 Penalty: 3323.788818
	Iteration 259Q: 3 clusters Score -8908363 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54504 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -8908339.000000 Penalty: 3323.788818
	Iteration 260F: 3 clusters Score -8908339 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54586 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -8908342.000000 Penalty: 3323.788818
	Iteration 261Q: 3 clusters Score -8908342 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54666 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -8908354.000000 Penalty: 3323.788818
	Iteration 262Q: 3 clusters Score -8908354 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54734 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -8908343.000000 Penalty: 3323.788818
	Iteration 263Q: 3 clusters Score -8908343 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54798 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -8908360.000000 Penalty: 3323.788818
	Iteration 264Q: 3 clusters Score -8908360 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54844 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -8908357.000000 Penalty: 3323.788818
	Iteration 265Q: 3 clusters Score -8908357 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54894 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -8908354.000000 Penalty: 3323.788818
	Iteration 266Q: 3 clusters Score -8908354 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54950 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -8908368.000000 Penalty: 3323.788818
	Iteration 267Q: 3 clusters Score -8908368 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55004 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -8908395.000000 Penalty: 3323.788818
	Iteration 268Q: 3 clusters Score -8908395 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55057 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -8908384.000000 Penalty: 3323.788818
	Iteration 269Q: 3 clusters Score -8908384 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55119 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -8908370.000000 Penalty: 3323.788818
	Iteration 270Q: 3 clusters Score -8908370 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55185 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -8908376.000000 Penalty: 3323.788818
	Iteration 271Q: 3 clusters Score -8908376 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55263 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -8908369.000000 Penalty: 3323.788818
	Iteration 272Q: 3 clusters Score -8908369 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55329 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -8908381.000000 Penalty: 3323.788818
	Iteration 273Q: 3 clusters Score -8908381 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55405 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -8908370.000000 Penalty: 3323.788818
	Iteration 274Q: 3 clusters Score -8908370 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55482 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -8908364.000000 Penalty: 3323.788818
	Iteration 275Q: 3 clusters Score -8908364 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55553 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -8908359.000000 Penalty: 3323.788818
	Iteration 276Q: 3 clusters Score -8908359 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55633 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -8908360.000000 Penalty: 3323.788818
	Iteration 277Q: 3 clusters Score -8908360 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55715 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -8908372.000000 Penalty: 3323.788818
	Iteration 278Q: 3 clusters Score -8908372 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55796 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -8908350.000000 Penalty: 3323.788818
	Iteration 279Q: 3 clusters Score -8908350 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55871 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -8908350.000000 Penalty: 3323.788818
	Iteration 280F: 3 clusters Score -8908350 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55929 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -8908354.000000 Penalty: 3323.788818
	Iteration 281Q: 3 clusters Score -8908354 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55979 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -8908364.000000 Penalty: 3323.788818
	Iteration 282Q: 3 clusters Score -8908364 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56032 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -8908353.000000 Penalty: 3323.788818
	Iteration 283Q: 3 clusters Score -8908353 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56087 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -8908369.000000 Penalty: 3323.788818
	Iteration 284Q: 3 clusters Score -8908369 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56138 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -8908385.000000 Penalty: 3323.788818
	Iteration 285Q: 3 clusters Score -8908385 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56183 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -8908362.000000 Penalty: 3323.788818
	Iteration 286Q: 3 clusters Score -8908362 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56224 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -8908360.000000 Penalty: 3323.788818
	Iteration 287Q: 3 clusters Score -8908360 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56267 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -8908368.000000 Penalty: 3323.788818
	Iteration 288Q: 3 clusters Score -8908368 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56318 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -8908341.000000 Penalty: 3323.788818
	Iteration 289Q: 3 clusters Score -8908341 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56370 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -8908344.000000 Penalty: 3323.788818
	Iteration 290Q: 3 clusters Score -8908344 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56425 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -8908345.000000 Penalty: 3323.788818
	Iteration 291Q: 3 clusters Score -8908345 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56472 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -8908337.000000 Penalty: 3323.788818
	Iteration 292Q: 3 clusters Score -8908337 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56517 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -8908348.000000 Penalty: 3323.788818
	Iteration 293Q: 3 clusters Score -8908348 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56568 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -8908349.000000 Penalty: 3323.788818
	Iteration 294Q: 3 clusters Score -8908349 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56624 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -8908351.000000 Penalty: 3323.788818
	Iteration 295Q: 3 clusters Score -8908351 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56680 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -8908344.000000 Penalty: 3323.788818
	Iteration 296Q: 3 clusters Score -8908344 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56746 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -8908322.000000 Penalty: 3323.788818
	Iteration 297Q: 3 clusters Score -8908322 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56814 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -8908328.000000 Penalty: 3323.788818
	Iteration 298Q: 3 clusters Score -8908328 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56878 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -8908341.000000 Penalty: 3323.788818
	Iteration 299Q: 3 clusters Score -8908341 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56941 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -8908334.000000 Penalty: 3323.788818
	Iteration 300F: 3 clusters Score -8908334 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56994 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -8908339.000000 Penalty: 3323.788818
	Iteration 301Q: 3 clusters Score -8908339 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57054 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -8908324.000000 Penalty: 3323.788818
	Iteration 302Q: 3 clusters Score -8908324 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57123 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -8908328.000000 Penalty: 3323.788818
	Iteration 303Q: 3 clusters Score -8908328 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57195 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -8908334.000000 Penalty: 3323.788818
	Iteration 304Q: 3 clusters Score -8908334 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57275 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -8908338.000000 Penalty: 3323.788818
	Iteration 305Q: 3 clusters Score -8908338 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57363 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -8908333.000000 Penalty: 3323.788818
	Iteration 306Q: 3 clusters Score -8908333 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57449 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -8908321.000000 Penalty: 3323.788818
	Iteration 307Q: 3 clusters Score -8908321 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57518 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -8908305.000000 Penalty: 3323.788818
	Iteration 308Q: 3 clusters Score -8908305 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57591 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -8908302.000000 Penalty: 3323.788818
	Iteration 309Q: 3 clusters Score -8908302 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57652 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -8908316.000000 Penalty: 3323.788818
	Iteration 310Q: 3 clusters Score -8908316 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57708 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -8908331.000000 Penalty: 3323.788818
	Iteration 311Q: 3 clusters Score -8908331 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57770 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -8908318.000000 Penalty: 3323.788818
	Iteration 312Q: 3 clusters Score -8908318 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57822 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -8908336.000000 Penalty: 3323.788818
	Iteration 313Q: 3 clusters Score -8908336 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57875 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -8908330.000000 Penalty: 3323.788818
	Iteration 314Q: 3 clusters Score -8908330 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57924 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -8908332.000000 Penalty: 3323.788818
	Iteration 315Q: 3 clusters Score -8908332 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57966 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -8908356.000000 Penalty: 3323.788818
	Iteration 316Q: 3 clusters Score -8908356 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58007 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -8908347.000000 Penalty: 3323.788818
	Iteration 317Q: 3 clusters Score -8908347 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58048 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -8908347.000000 Penalty: 3323.788818
	Iteration 318Q: 3 clusters Score -8908347 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58087 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -8908339.000000 Penalty: 3323.788818
	Iteration 319Q: 3 clusters Score -8908339 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58117 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -8908352.000000 Penalty: 3323.788818
	Iteration 320F: 3 clusters Score -8908352 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58142 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -8908348.000000 Penalty: 3323.788818
	Iteration 321Q: 3 clusters Score -8908348 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58173 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -8908336.000000 Penalty: 3323.788818
	Iteration 322Q: 3 clusters Score -8908336 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58210 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -8908338.000000 Penalty: 3323.788818
	Iteration 323Q: 3 clusters Score -8908338 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58249 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -8908340.000000 Penalty: 3323.788818
	Iteration 324Q: 3 clusters Score -8908340 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58283 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -8908340.000000 Penalty: 3323.788818
	Iteration 325Q: 3 clusters Score -8908340 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58311 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -8908348.000000 Penalty: 3323.788818
	Iteration 326Q: 3 clusters Score -8908348 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58344 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -8908370.000000 Penalty: 3323.788818
	Iteration 327Q: 3 clusters Score -8908370 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58381 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -8908357.000000 Penalty: 3323.788818
	Iteration 328Q: 3 clusters Score -8908357 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58418 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -8908350.000000 Penalty: 3323.788818
	Iteration 329Q: 3 clusters Score -8908350 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58455 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -8908349.000000 Penalty: 3323.788818
	Iteration 330Q: 3 clusters Score -8908349 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58491 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -8908362.000000 Penalty: 3323.788818
	Iteration 331Q: 3 clusters Score -8908362 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58533 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -8908368.000000 Penalty: 3323.788818
	Iteration 332Q: 3 clusters Score -8908368 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58583 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -8908347.000000 Penalty: 3323.788818
	Iteration 333Q: 3 clusters Score -8908347 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58629 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -8908351.000000 Penalty: 3323.788818
	Iteration 334Q: 3 clusters Score -8908351 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58666 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -8908345.000000 Penalty: 3323.788818
	Iteration 335Q: 3 clusters Score -8908345 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58691 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -8908342.000000 Penalty: 3323.788818
	Iteration 336Q: 3 clusters Score -8908342 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58709 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -8908353.000000 Penalty: 3323.788818
	Iteration 337Q: 3 clusters Score -8908353 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58727 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -8908354.000000 Penalty: 3323.788818
	Iteration 338Q: 3 clusters Score -8908354 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58747 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -8908347.000000 Penalty: 3323.788818
	Iteration 339Q: 3 clusters Score -8908347 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58768 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -8908348.000000 Penalty: 3323.788818
	Iteration 340F: 3 clusters Score -8908348 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58785 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -8908348.000000 Penalty: 3323.788818
	Iteration 341Q: 3 clusters Score -8908348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58794 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -8908348.000000 Penalty: 3323.788818
	Iteration 342Q: 3 clusters Score -8908348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58802 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -8908352.000000 Penalty: 3323.788818
	Iteration 343Q: 3 clusters Score -8908352 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58817 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -8908347.000000 Penalty: 3323.788818
	Iteration 344Q: 3 clusters Score -8908347 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58835 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -8908340.000000 Penalty: 3323.788818
	Iteration 345Q: 3 clusters Score -8908340 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58855 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -8908348.000000 Penalty: 3323.788818
	Iteration 346Q: 3 clusters Score -8908348 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58867 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -8908338.000000 Penalty: 3323.788818
	Iteration 347Q: 3 clusters Score -8908338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58880 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -8908327.000000 Penalty: 3323.788818
	Iteration 348Q: 3 clusters Score -8908327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58882 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -8908327.000000 Penalty: 3323.788818
	Iteration 349Q: 3 clusters Score -8908327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58884 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -8908332.000000 Penalty: 3323.788818
	Iteration 350Q: 3 clusters Score -8908332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58885 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -8908330.000000 Penalty: 3323.788818
	Iteration 351Q: 3 clusters Score -8908330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58885 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -8908330.000000 Penalty: 3323.788818
	Iteration 352F: 3 clusters Score -8908330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (11605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Entering Unmasked Estep 
Score: -1386777.375000 Penalty: 1392.647583
	Iteration 0F: 2 clusters Score -1386777 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1378958.000000 Penalty: 2785.295166
	Iteration 0F: 3 clusters Score -1378958 nChanged 4946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1381631.750000 Penalty: 2785.295166
	Iteration 1F: 3 clusters Score -1381632 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1382108.125000 Penalty: 2785.295166
	Iteration 2F: 3 clusters Score -1382108 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1382572.250000 Penalty: 2785.295166
	Iteration 3F: 3 clusters Score -1382572 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1383060.500000 Penalty: 2785.295166
	Iteration 4F: 3 clusters Score -1383060 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1383632.500000 Penalty: 2785.295166
	Iteration 5F: 3 clusters Score -1383632 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1384264.750000 Penalty: 2785.295166
	Iteration 6F: 3 clusters Score -1384265 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1384941.875000 Penalty: 2785.295166
	Iteration 7F: 3 clusters Score -1384942 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1385529.000000 Penalty: 2785.295166
	Iteration 8F: 3 clusters Score -1385529 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1386001.625000 Penalty: 2785.295166
	Iteration 9Q: 3 clusters Score -1386002 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1386274.625000 Penalty: 2785.295166
	Iteration 10Q: 3 clusters Score -1386275 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1386465.375000 Penalty: 2785.295166
	Iteration 11Q: 3 clusters Score -1386465 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1386569.500000 Penalty: 2785.295166
	Iteration 12Q: 3 clusters Score -1386570 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1386628.500000 Penalty: 2785.295166
	Iteration 13Q: 3 clusters Score -1386628 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1386655.750000 Penalty: 2785.295166
	Iteration 14Q: 3 clusters Score -1386656 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1386683.375000 Penalty: 2785.295166
	Iteration 15Q: 3 clusters Score -1386683 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1386699.125000 Penalty: 2785.295166
	Iteration 16Q: 3 clusters Score -1386699 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1386714.875000 Penalty: 2785.295166
	Iteration 17Q: 3 clusters Score -1386715 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1386723.125000 Penalty: 2785.295166
	Iteration 18Q: 3 clusters Score -1386723 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1386725.375000 Penalty: 2785.295166
	Iteration 19Q: 3 clusters Score -1386725 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1386740.750000 Penalty: 2785.295166
	Iteration 20F: 3 clusters Score -1386741 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1386743.000000 Penalty: 2785.295166
	Iteration 21Q: 3 clusters Score -1386743 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1386743.500000 Penalty: 2785.295166
	Iteration 22Q: 3 clusters Score -1386744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1386746.750000 Penalty: 2785.295166
	Iteration 23Q: 3 clusters Score -1386747 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1386748.625000 Penalty: 2785.295166
	Iteration 24Q: 3 clusters Score -1386749 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1386749.875000 Penalty: 2785.295166
	Iteration 25Q: 3 clusters Score -1386750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1386755.125000 Penalty: 2785.295166
	Iteration 26Q: 3 clusters Score -1386755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1386757.500000 Penalty: 2785.295166
	Iteration 27Q: 3 clusters Score -1386758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1386759.125000 Penalty: 2785.295166
	Iteration 28Q: 3 clusters Score -1386759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1386756.625000 Penalty: 2785.295166
	Iteration 29Q: 3 clusters Score -1386757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1386757.375000 Penalty: 2785.295166
	Iteration 30Q: 3 clusters Score -1386757 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1386757.375000 Penalty: 2785.295166
	Iteration 31F: 3 clusters Score -1386757 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Entering Unmasked Estep 
Score: -37316.703125 Penalty: 863.804077
	Iteration 0F: 2 clusters Score -37316.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -36580.191406 Penalty: 1727.608154
	Iteration 0F: 3 clusters Score -36580.19 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -36753.636719 Penalty: 1727.608154
	Iteration 1F: 3 clusters Score -36753.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -36879.597656 Penalty: 1727.608154
	Iteration 2F: 3 clusters Score -36879.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -36947.675781 Penalty: 1727.608154
	Iteration 3Q: 3 clusters Score -36947.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -36976.535156 Penalty: 1727.608154
	Iteration 4Q: 3 clusters Score -36976.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -37015.910156 Penalty: 1727.608154
	Iteration 5Q: 3 clusters Score -37015.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -37038.667969 Penalty: 1727.608154
	Iteration 6Q: 3 clusters Score -37038.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -37063.402344 Penalty: 1727.608154
	Iteration 7Q: 3 clusters Score -37063.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -37086.906250 Penalty: 1727.608154
	Iteration 8Q: 3 clusters Score -37086.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -37095.039062 Penalty: 1727.608154
	Iteration 9Q: 3 clusters Score -37095.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -37121.855469 Penalty: 1727.608154
	Iteration 10Q: 3 clusters Score -37121.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -37152.113281 Penalty: 1727.608154
	Iteration 11Q: 3 clusters Score -37152.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -37169.761719 Penalty: 1727.608154
	Iteration 12Q: 3 clusters Score -37169.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -37179.398438 Penalty: 1727.608154
	Iteration 13Q: 3 clusters Score -37179.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -37199.496094 Penalty: 1727.608154
	Iteration 14Q: 3 clusters Score -37199.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -37206.140625 Penalty: 1727.608154
	Iteration 15Q: 3 clusters Score -37206.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -37207.042969 Penalty: 1727.608154
	Iteration 16F: 3 clusters Score -37207.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -37222.621094 Penalty: 1727.608154
	Iteration 17Q: 3 clusters Score -37222.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -37238.292969 Penalty: 1727.608154
	Iteration 18Q: 3 clusters Score -37238.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -37247.378906 Penalty: 1727.608154
	Iteration 19Q: 3 clusters Score -37247.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -37251.558594 Penalty: 1727.608154
	Iteration 20F: 3 clusters Score -37251.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -37254.531250 Penalty: 1727.608154
	Iteration 21Q: 3 clusters Score -37254.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -37260.625000 Penalty: 1727.608154
	Iteration 22Q: 3 clusters Score -37260.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -37267.644531 Penalty: 1727.608154
	Iteration 23Q: 3 clusters Score -37267.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -37267.644531 Penalty: 1727.608154
	Iteration 24F: 3 clusters Score -37267.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (33874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33874 members 
Entering Unmasked Estep 
Score: -4288128.000000 Penalty: 1552.043945
	Iteration 0F: 2 clusters Score -4288128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -4266123.000000 Penalty: 3104.087891
	Iteration 0F: 3 clusters Score -4266123 nChanged 15381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -4274365.000000 Penalty: 3104.087891
	Iteration 1F: 3 clusters Score -4274365 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -4274971.000000 Penalty: 3104.087891
	Iteration 2Q: 3 clusters Score -4274971 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -4275555.000000 Penalty: 3104.087891
	Iteration 3Q: 3 clusters Score -4275555 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19482 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -4276214.000000 Penalty: 3104.087891
	Iteration 4Q: 3 clusters Score -4276214 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -4277087.500000 Penalty: 3104.087891
	Iteration 5F: 3 clusters Score -4277088 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -4278161.000000 Penalty: 3104.087891
	Iteration 6F: 3 clusters Score -4278161 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24103 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -4279449.000000 Penalty: 3104.087891
	Iteration 7F: 3 clusters Score -4279449 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26038 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -4280880.500000 Penalty: 3104.087891
	Iteration 8F: 3 clusters Score -4280880 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27940 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -4282289.500000 Penalty: 3104.087891
	Iteration 9F: 3 clusters Score -4282290 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29613 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -4283558.000000 Penalty: 3104.087891
	Iteration 10F: 3 clusters Score -4283558 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31027 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -4284682.500000 Penalty: 3104.087891
	Iteration 11Q: 3 clusters Score -4284682 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32030 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -4285463.500000 Penalty: 3104.087891
	Iteration 12Q: 3 clusters Score -4285464 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32692 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -4286024.000000 Penalty: 3104.087891
	Iteration 13Q: 3 clusters Score -4286024 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33078 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -4286339.000000 Penalty: 3104.087891
	Iteration 14Q: 3 clusters Score -4286339 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33299 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -4286564.500000 Penalty: 3104.087891
	Iteration 15Q: 3 clusters Score -4286564 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33412 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -4286676.500000 Penalty: 3104.087891
	Iteration 16Q: 3 clusters Score -4286676 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33481 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -4286763.500000 Penalty: 3104.087891
	Iteration 17Q: 3 clusters Score -4286764 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33522 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -4286802.500000 Penalty: 3104.087891
	Iteration 18Q: 3 clusters Score -4286802 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33543 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -4286827.000000 Penalty: 3104.087891
	Iteration 19Q: 3 clusters Score -4286827 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33555 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -4286846.000000 Penalty: 3104.087891
	Iteration 20F: 3 clusters Score -4286846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -4286856.500000 Penalty: 3104.087891
	Iteration 21Q: 3 clusters Score -4286856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33572 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -4286866.000000 Penalty: 3104.087891
	Iteration 22Q: 3 clusters Score -4286866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33577 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -4286874.500000 Penalty: 3104.087891
	Iteration 23Q: 3 clusters Score -4286874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33583 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -4286888.500000 Penalty: 3104.087891
	Iteration 24Q: 3 clusters Score -4286888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33583 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -4286888.000000 Penalty: 3104.087891
	Iteration 25Q: 3 clusters Score -4286888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33585 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -4286891.500000 Penalty: 3104.087891
	Iteration 26Q: 3 clusters Score -4286892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33587 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -4286894.000000 Penalty: 3104.087891
	Iteration 27Q: 3 clusters Score -4286894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33586 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -4286894.500000 Penalty: 3104.087891
	Iteration 28Q: 3 clusters Score -4286894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33586 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -4286894.500000 Penalty: 3104.087891
	Iteration 29F: 3 clusters Score -4286894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Entering Unmasked Estep 
Score: -1355079.000000 Penalty: 1386.642822
	Iteration 0F: 2 clusters Score -1355079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1347627.625000 Penalty: 2773.285645
	Iteration 0F: 3 clusters Score -1347628 nChanged 4597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1350065.875000 Penalty: 2773.285645
	Iteration 1F: 3 clusters Score -1350066 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1350395.625000 Penalty: 2773.285645
	Iteration 2F: 3 clusters Score -1350396 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1350638.125000 Penalty: 2773.285645
	Iteration 3Q: 3 clusters Score -1350638 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1350832.125000 Penalty: 2773.285645
	Iteration 4Q: 3 clusters Score -1350832 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1351025.625000 Penalty: 2773.285645
	Iteration 5Q: 3 clusters Score -1351026 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1351200.500000 Penalty: 2773.285645
	Iteration 6Q: 3 clusters Score -1351200 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1351365.375000 Penalty: 2773.285645
	Iteration 7Q: 3 clusters Score -1351365 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1351528.375000 Penalty: 2773.285645
	Iteration 8Q: 3 clusters Score -1351528 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1351695.500000 Penalty: 2773.285645
	Iteration 9Q: 3 clusters Score -1351696 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1351875.250000 Penalty: 2773.285645
	Iteration 10Q: 3 clusters Score -1351875 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1352042.250000 Penalty: 2773.285645
	Iteration 11Q: 3 clusters Score -1352042 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1352234.500000 Penalty: 2773.285645
	Iteration 12Q: 3 clusters Score -1352234 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1352437.625000 Penalty: 2773.285645
	Iteration 13Q: 3 clusters Score -1352438 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1352689.125000 Penalty: 2773.285645
	Iteration 14Q: 3 clusters Score -1352689 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1352921.625000 Penalty: 2773.285645
	Iteration 15Q: 3 clusters Score -1352922 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1353154.375000 Penalty: 2773.285645
	Iteration 16Q: 3 clusters Score -1353154 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1353352.125000 Penalty: 2773.285645
	Iteration 17Q: 3 clusters Score -1353352 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1353490.375000 Penalty: 2773.285645
	Iteration 18Q: 3 clusters Score -1353490 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1353592.500000 Penalty: 2773.285645
	Iteration 19Q: 3 clusters Score -1353592 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1353650.250000 Penalty: 2773.285645
	Iteration 20F: 3 clusters Score -1353650 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1353687.250000 Penalty: 2773.285645
	Iteration 21Q: 3 clusters Score -1353687 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1353713.750000 Penalty: 2773.285645
	Iteration 22Q: 3 clusters Score -1353714 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1353728.250000 Penalty: 2773.285645
	Iteration 23Q: 3 clusters Score -1353728 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1353748.375000 Penalty: 2773.285645
	Iteration 24Q: 3 clusters Score -1353748 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1353762.750000 Penalty: 2773.285645
	Iteration 25Q: 3 clusters Score -1353763 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1353774.375000 Penalty: 2773.285645
	Iteration 26Q: 3 clusters Score -1353774 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1353781.375000 Penalty: 2773.285645
	Iteration 27Q: 3 clusters Score -1353781 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1353789.750000 Penalty: 2773.285645
	Iteration 28Q: 3 clusters Score -1353790 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1353796.875000 Penalty: 2773.285645
	Iteration 29Q: 3 clusters Score -1353797 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1353798.250000 Penalty: 2773.285645
	Iteration 30Q: 3 clusters Score -1353798 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1353804.875000 Penalty: 2773.285645
	Iteration 31Q: 3 clusters Score -1353805 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1353803.500000 Penalty: 2773.285645
	Iteration 32Q: 3 clusters Score -1353804 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1353806.750000 Penalty: 2773.285645
	Iteration 33Q: 3 clusters Score -1353807 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1353812.000000 Penalty: 2773.285645
	Iteration 34Q: 3 clusters Score -1353812 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1353815.625000 Penalty: 2773.285645
	Iteration 35Q: 3 clusters Score -1353816 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1353819.375000 Penalty: 2773.285645
	Iteration 36Q: 3 clusters Score -1353819 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1353824.250000 Penalty: 2773.285645
	Iteration 37Q: 3 clusters Score -1353824 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1353824.500000 Penalty: 2773.285645
	Iteration 38Q: 3 clusters Score -1353824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1353827.250000 Penalty: 2773.285645
	Iteration 39Q: 3 clusters Score -1353827 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1353828.125000 Penalty: 2773.285645
	Iteration 40F: 3 clusters Score -1353828 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1353829.875000 Penalty: 2773.285645
	Iteration 41Q: 3 clusters Score -1353830 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1353836.750000 Penalty: 2773.285645
	Iteration 42Q: 3 clusters Score -1353837 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1353842.000000 Penalty: 2773.285645
	Iteration 43Q: 3 clusters Score -1353842 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1353839.750000 Penalty: 2773.285645
	Iteration 44Q: 3 clusters Score -1353840 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1353842.500000 Penalty: 2773.285645
	Iteration 45Q: 3 clusters Score -1353842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1353845.500000 Penalty: 2773.285645
	Iteration 46Q: 3 clusters Score -1353846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1353847.000000 Penalty: 2773.285645
	Iteration 47Q: 3 clusters Score -1353847 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1353847.250000 Penalty: 2773.285645
	Iteration 48Q: 3 clusters Score -1353847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1353852.000000 Penalty: 2773.285645
	Iteration 49Q: 3 clusters Score -1353852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1353851.750000 Penalty: 2773.285645
	Iteration 50Q: 3 clusters Score -1353852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1353853.500000 Penalty: 2773.285645
	Iteration 51Q: 3 clusters Score -1353854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1353856.375000 Penalty: 2773.285645
	Iteration 52Q: 3 clusters Score -1353856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1353857.250000 Penalty: 2773.285645
	Iteration 53Q: 3 clusters Score -1353857 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1353856.250000 Penalty: 2773.285645
	Iteration 54Q: 3 clusters Score -1353856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1353860.250000 Penalty: 2773.285645
	Iteration 55Q: 3 clusters Score -1353860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1353860.500000 Penalty: 2773.285645
	Iteration 56Q: 3 clusters Score -1353860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1353865.125000 Penalty: 2773.285645
	Iteration 57Q: 3 clusters Score -1353865 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1353869.125000 Penalty: 2773.285645
	Iteration 58Q: 3 clusters Score -1353869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1353871.375000 Penalty: 2773.285645
	Iteration 59Q: 3 clusters Score -1353871 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1353869.000000 Penalty: 2773.285645
	Iteration 60F: 3 clusters Score -1353869 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1353870.125000 Penalty: 2773.285645
	Iteration 61Q: 3 clusters Score -1353870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1353873.125000 Penalty: 2773.285645
	Iteration 62Q: 3 clusters Score -1353873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1353872.125000 Penalty: 2773.285645
	Iteration 63Q: 3 clusters Score -1353872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1353874.500000 Penalty: 2773.285645
	Iteration 64Q: 3 clusters Score -1353874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1353873.750000 Penalty: 2773.285645
	Iteration 65Q: 3 clusters Score -1353874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1353874.875000 Penalty: 2773.285645
	Iteration 66Q: 3 clusters Score -1353875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1353874.625000 Penalty: 2773.285645
	Iteration 67Q: 3 clusters Score -1353875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1353876.375000 Penalty: 2773.285645
	Iteration 68Q: 3 clusters Score -1353876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1353876.875000 Penalty: 2773.285645
	Iteration 69Q: 3 clusters Score -1353877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1353877.000000 Penalty: 2773.285645
	Iteration 70Q: 3 clusters Score -1353877 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1353879.875000 Penalty: 2773.285645
	Iteration 71Q: 3 clusters Score -1353880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1353878.250000 Penalty: 2773.285645
	Iteration 72Q: 3 clusters Score -1353878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1353878.000000 Penalty: 2773.285645
	Iteration 73Q: 3 clusters Score -1353878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1353881.625000 Penalty: 2773.285645
	Iteration 74Q: 3 clusters Score -1353882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1353881.250000 Penalty: 2773.285645
	Iteration 75Q: 3 clusters Score -1353881 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1353884.625000 Penalty: 2773.285645
	Iteration 76Q: 3 clusters Score -1353885 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1353888.625000 Penalty: 2773.285645
	Iteration 77Q: 3 clusters Score -1353889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1353892.500000 Penalty: 2773.285645
	Iteration 78Q: 3 clusters Score -1353892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1353891.125000 Penalty: 2773.285645
	Iteration 79Q: 3 clusters Score -1353891 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1353891.875000 Penalty: 2773.285645
	Iteration 80F: 3 clusters Score -1353892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1353894.750000 Penalty: 2773.285645
	Iteration 81Q: 3 clusters Score -1353895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1353894.500000 Penalty: 2773.285645
	Iteration 82Q: 3 clusters Score -1353894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1353896.500000 Penalty: 2773.285645
	Iteration 83Q: 3 clusters Score -1353896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1353892.750000 Penalty: 2773.285645
	Iteration 84Q: 3 clusters Score -1353893 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1353892.375000 Penalty: 2773.285645
	Iteration 85Q: 3 clusters Score -1353892 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1353897.250000 Penalty: 2773.285645
	Iteration 86Q: 3 clusters Score -1353897 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1353897.875000 Penalty: 2773.285645
	Iteration 87Q: 3 clusters Score -1353898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1353901.125000 Penalty: 2773.285645
	Iteration 88Q: 3 clusters Score -1353901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1353900.625000 Penalty: 2773.285645
	Iteration 89Q: 3 clusters Score -1353901 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1353897.875000 Penalty: 2773.285645
	Iteration 90Q: 3 clusters Score -1353898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1353896.375000 Penalty: 2773.285645
	Iteration 91Q: 3 clusters Score -1353896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1353896.625000 Penalty: 2773.285645
	Iteration 92Q: 3 clusters Score -1353897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1353896.375000 Penalty: 2773.285645
	Iteration 93Q: 3 clusters Score -1353896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1353901.250000 Penalty: 2773.285645
	Iteration 94Q: 3 clusters Score -1353901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1353899.500000 Penalty: 2773.285645
	Iteration 95Q: 3 clusters Score -1353900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1353900.875000 Penalty: 2773.285645
	Iteration 96Q: 3 clusters Score -1353901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1353902.375000 Penalty: 2773.285645
	Iteration 97Q: 3 clusters Score -1353902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1353900.500000 Penalty: 2773.285645
	Iteration 98Q: 3 clusters Score -1353900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1353900.500000 Penalty: 2773.285645
	Iteration 99Q: 3 clusters Score -1353900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1353906.250000 Penalty: 2773.285645
	Iteration 100F: 3 clusters Score -1353906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1353905.375000 Penalty: 2773.285645
	Iteration 101Q: 3 clusters Score -1353905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1353908.250000 Penalty: 2773.285645
	Iteration 102Q: 3 clusters Score -1353908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1353908.875000 Penalty: 2773.285645
	Iteration 103Q: 3 clusters Score -1353909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1353907.875000 Penalty: 2773.285645
	Iteration 104Q: 3 clusters Score -1353908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1353907.875000 Penalty: 2773.285645
	Iteration 105F: 3 clusters Score -1353908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (26324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26324 members 
Entering Unmasked Estep 
Score: -3291681.500000 Penalty: 1514.521606
	Iteration 0F: 2 clusters Score -3291682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -3274409.750000 Penalty: 3029.043213
	Iteration 0F: 3 clusters Score -3274410 nChanged 11856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -3280816.250000 Penalty: 3029.043213
	Iteration 1F: 3 clusters Score -3280816 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -3281300.750000 Penalty: 3029.043213
	Iteration 2Q: 3 clusters Score -3281301 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -3281811.750000 Penalty: 3029.043213
	Iteration 3Q: 3 clusters Score -3281812 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -3282370.250000 Penalty: 3029.043213
	Iteration 4Q: 3 clusters Score -3282370 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -3282989.500000 Penalty: 3029.043213
	Iteration 5Q: 3 clusters Score -3282990 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -3283799.750000 Penalty: 3029.043213
	Iteration 6F: 3 clusters Score -3283800 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -3284838.500000 Penalty: 3029.043213
	Iteration 7F: 3 clusters Score -3284838 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -3286063.500000 Penalty: 3029.043213
	Iteration 8F: 3 clusters Score -3286064 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 21770 members 
Entering Unmasked Estep 
Score: -3287230.500000 Penalty: 3029.043213
	Iteration 9F: 3 clusters Score -3287230 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 22955 members 
Entering Unmasked Estep 
Score: -3288217.500000 Penalty: 3029.043213
	Iteration 10Q: 3 clusters Score -3288218 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 23884 members 
Entering Unmasked Estep 
Score: -3289007.000000 Penalty: 3029.043213
	Iteration 11Q: 3 clusters Score -3289007 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 24540 members 
Entering Unmasked Estep 
Score: -3289574.000000 Penalty: 3029.043213
	Iteration 12Q: 3 clusters Score -3289574 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 24949 members 
Entering Unmasked Estep 
Score: -3289938.500000 Penalty: 3029.043213
	Iteration 13Q: 3 clusters Score -3289938 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 25197 members 
Entering Unmasked Estep 
Score: -3290156.500000 Penalty: 3029.043213
	Iteration 14Q: 3 clusters Score -3290156 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 25355 members 
Entering Unmasked Estep 
Score: -3290288.500000 Penalty: 3029.043213
	Iteration 15Q: 3 clusters Score -3290288 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 25434 members 
Entering Unmasked Estep 
Score: -3290348.250000 Penalty: 3029.043213
	Iteration 16Q: 3 clusters Score -3290348 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 25503 members 
Entering Unmasked Estep 
Score: -3290410.250000 Penalty: 3029.043213
	Iteration 17Q: 3 clusters Score -3290410 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 25551 members 
Entering Unmasked Estep 
Score: -3290459.250000 Penalty: 3029.043213
	Iteration 18Q: 3 clusters Score -3290459 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 25599 members 
Entering Unmasked Estep 
Score: -3290493.750000 Penalty: 3029.043213
	Iteration 19Q: 3 clusters Score -3290494 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 25637 members 
Entering Unmasked Estep 
Score: -3290525.000000 Penalty: 3029.043213
	Iteration 20F: 3 clusters Score -3290525 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 25664 members 
Entering Unmasked Estep 
Score: -3290547.250000 Penalty: 3029.043213
	Iteration 21Q: 3 clusters Score -3290547 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 25689 members 
Entering Unmasked Estep 
Score: -3290573.000000 Penalty: 3029.043213
	Iteration 22Q: 3 clusters Score -3290573 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 25707 members 
Entering Unmasked Estep 
Score: -3290588.250000 Penalty: 3029.043213
	Iteration 23Q: 3 clusters Score -3290588 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 25717 members 
Entering Unmasked Estep 
Score: -3290601.250000 Penalty: 3029.043213
	Iteration 24Q: 3 clusters Score -3290601 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 25722 members 
Entering Unmasked Estep 
Score: -3290607.250000 Penalty: 3029.043213
	Iteration 25Q: 3 clusters Score -3290607 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 25726 members 
Entering Unmasked Estep 
Score: -3290612.000000 Penalty: 3029.043213
	Iteration 26Q: 3 clusters Score -3290612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 25729 members 
Entering Unmasked Estep 
Score: -3290618.250000 Penalty: 3029.043213
	Iteration 27Q: 3 clusters Score -3290618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 25731 members 
Entering Unmasked Estep 
Score: -3290616.500000 Penalty: 3029.043213
	Iteration 28Q: 3 clusters Score -3290616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 25736 members 
Entering Unmasked Estep 
Score: -3290622.500000 Penalty: 3029.043213
	Iteration 29Q: 3 clusters Score -3290622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 25741 members 
Entering Unmasked Estep 
Score: -3290623.750000 Penalty: 3029.043213
	Iteration 30Q: 3 clusters Score -3290624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 25745 members 
Entering Unmasked Estep 
Score: -3290624.000000 Penalty: 3029.043213
	Iteration 31Q: 3 clusters Score -3290624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 25746 members 
Entering Unmasked Estep 
Score: -3290625.500000 Penalty: 3029.043213
	Iteration 32Q: 3 clusters Score -3290626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 25749 members 
Entering Unmasked Estep 
Score: -3290627.250000 Penalty: 3029.043213
	Iteration 33Q: 3 clusters Score -3290627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 25750 members 
Entering Unmasked Estep 
Score: -3290630.000000 Penalty: 3029.043213
	Iteration 34Q: 3 clusters Score -3290630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 25752 members 
Entering Unmasked Estep 
Score: -3290629.500000 Penalty: 3029.043213
	Iteration 35Q: 3 clusters Score -3290630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 25750 members 
Entering Unmasked Estep 
Score: -3290634.250000 Penalty: 3029.043213
	Iteration 36Q: 3 clusters Score -3290634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 25751 members 
Entering Unmasked Estep 
Score: -3290631.750000 Penalty: 3029.043213
	Iteration 37Q: 3 clusters Score -3290632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 25751 members 
Entering Unmasked Estep 
Score: -3290634.250000 Penalty: 3029.043213
	Iteration 38Q: 3 clusters Score -3290634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 25754 members 
Entering Unmasked Estep 
Score: -3290637.000000 Penalty: 3029.043213
	Iteration 39Q: 3 clusters Score -3290637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 25755 members 
Entering Unmasked Estep 
Score: -3290641.750000 Penalty: 3029.043213
	Iteration 40F: 3 clusters Score -3290642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 25758 members 
Entering Unmasked Estep 
Score: -3290644.000000 Penalty: 3029.043213
	Iteration 41Q: 3 clusters Score -3290644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 25758 members 
Entering Unmasked Estep 
Score: -3290646.250000 Penalty: 3029.043213
	Iteration 42Q: 3 clusters Score -3290646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 25759 members 
Entering Unmasked Estep 
Score: -3290645.500000 Penalty: 3029.043213
	Iteration 43Q: 3 clusters Score -3290646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 25760 members 
Entering Unmasked Estep 
Score: -3290645.750000 Penalty: 3029.043213
	Iteration 44Q: 3 clusters Score -3290646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 25762 members 
Entering Unmasked Estep 
Score: -3290648.000000 Penalty: 3029.043213
	Iteration 45Q: 3 clusters Score -3290648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 25763 members 
Entering Unmasked Estep 
Score: -3290645.750000 Penalty: 3029.043213
	Iteration 46Q: 3 clusters Score -3290646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 25763 members 
Entering Unmasked Estep 
Score: -3290645.750000 Penalty: 3029.043213
	Iteration 47F: 3 clusters Score -3290646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Entering Unmasked Estep 
Score: -278284.968750 Penalty: 1153.930664
	Iteration 0F: 2 clusters Score -278285 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -276233.062500 Penalty: 2307.861328
	Iteration 0F: 3 clusters Score -276233.1 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -276768.281250 Penalty: 2307.861328
	Iteration 1F: 3 clusters Score -276768.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -276918.406250 Penalty: 2307.861328
	Iteration 2F: 3 clusters Score -276918.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -276989.218750 Penalty: 2307.861328
	Iteration 3Q: 3 clusters Score -276989.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -277020.437500 Penalty: 2307.861328
	Iteration 4Q: 3 clusters Score -277020.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -277043.218750 Penalty: 2307.861328
	Iteration 5Q: 3 clusters Score -277043.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -277061.718750 Penalty: 2307.861328
	Iteration 6Q: 3 clusters Score -277061.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -277078.062500 Penalty: 2307.861328
	Iteration 7Q: 3 clusters Score -277078.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -277087.843750 Penalty: 2307.861328
	Iteration 8Q: 3 clusters Score -277087.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -277096.156250 Penalty: 2307.861328
	Iteration 9Q: 3 clusters Score -277096.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -277100.500000 Penalty: 2307.861328
	Iteration 10Q: 3 clusters Score -277100.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -277106.125000 Penalty: 2307.861328
	Iteration 11Q: 3 clusters Score -277106.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -277110.437500 Penalty: 2307.861328
	Iteration 12Q: 3 clusters Score -277110.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -277114.343750 Penalty: 2307.861328
	Iteration 13Q: 3 clusters Score -277114.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -277117.812500 Penalty: 2307.861328
	Iteration 14Q: 3 clusters Score -277117.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -277121.281250 Penalty: 2307.861328
	Iteration 15Q: 3 clusters Score -277121.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -277122.218750 Penalty: 2307.861328
	Iteration 16Q: 3 clusters Score -277122.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -277122.875000 Penalty: 2307.861328
	Iteration 17Q: 3 clusters Score -277122.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -277122.875000 Penalty: 2307.861328
	Iteration 18F: 3 clusters Score -277122.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (25526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25526 members 
Entering Unmasked Estep 
Score: -2983355.500000 Penalty: 1509.940918
	Iteration 0F: 2 clusters Score -2983356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -2966765.500000 Penalty: 3019.881836
	Iteration 0F: 3 clusters Score -2966766 nChanged 11398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -2973112.000000 Penalty: 3019.881836
	Iteration 1F: 3 clusters Score -2973112 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -2973682.750000 Penalty: 3019.881836
	Iteration 2F: 3 clusters Score -2973683 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -2974249.250000 Penalty: 3019.881836
	Iteration 3F: 3 clusters Score -2974249 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -2974853.750000 Penalty: 3019.881836
	Iteration 4F: 3 clusters Score -2974854 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -2975480.000000 Penalty: 3019.881836
	Iteration 5Q: 3 clusters Score -2975480 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -2976143.250000 Penalty: 3019.881836
	Iteration 6F: 3 clusters Score -2976143 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -2976851.500000 Penalty: 3019.881836
	Iteration 7F: 3 clusters Score -2976852 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -2977652.000000 Penalty: 3019.881836
	Iteration 8F: 3 clusters Score -2977652 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -2978495.250000 Penalty: 3019.881836
	Iteration 9F: 3 clusters Score -2978495 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20148 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -2979402.000000 Penalty: 3019.881836
	Iteration 10F: 3 clusters Score -2979402 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -2980181.000000 Penalty: 3019.881836
	Iteration 11Q: 3 clusters Score -2980181 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -2980842.750000 Penalty: 3019.881836
	Iteration 12Q: 3 clusters Score -2980843 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22956 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -2981347.750000 Penalty: 3019.881836
	Iteration 13Q: 3 clusters Score -2981348 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23509 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -2981745.000000 Penalty: 3019.881836
	Iteration 14Q: 3 clusters Score -2981745 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23898 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -2982019.500000 Penalty: 3019.881836
	Iteration 15Q: 3 clusters Score -2982020 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24172 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -2982208.750000 Penalty: 3019.881836
	Iteration 16Q: 3 clusters Score -2982209 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24358 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -2982351.000000 Penalty: 3019.881836
	Iteration 17Q: 3 clusters Score -2982351 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24473 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2982444.250000 Penalty: 3019.881836
	Iteration 18Q: 3 clusters Score -2982444 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24557 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2982519.750000 Penalty: 3019.881836
	Iteration 19Q: 3 clusters Score -2982520 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24616 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2982589.750000 Penalty: 3019.881836
	Iteration 20F: 3 clusters Score -2982590 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2982644.000000 Penalty: 3019.881836
	Iteration 21Q: 3 clusters Score -2982644 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24703 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2982690.000000 Penalty: 3019.881836
	Iteration 22Q: 3 clusters Score -2982690 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24723 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2982716.750000 Penalty: 3019.881836
	Iteration 23Q: 3 clusters Score -2982717 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24733 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2982736.250000 Penalty: 3019.881836
	Iteration 24Q: 3 clusters Score -2982736 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24734 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2982743.250000 Penalty: 3019.881836
	Iteration 25Q: 3 clusters Score -2982743 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24742 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2982752.000000 Penalty: 3019.881836
	Iteration 26Q: 3 clusters Score -2982752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24748 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2982760.000000 Penalty: 3019.881836
	Iteration 27Q: 3 clusters Score -2982760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24755 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2982762.000000 Penalty: 3019.881836
	Iteration 28Q: 3 clusters Score -2982762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24759 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2982766.000000 Penalty: 3019.881836
	Iteration 29Q: 3 clusters Score -2982766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2982765.000000 Penalty: 3019.881836
	Iteration 30Q: 3 clusters Score -2982765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24757 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2982763.250000 Penalty: 3019.881836
	Iteration 31Q: 3 clusters Score -2982763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2982769.750000 Penalty: 3019.881836
	Iteration 32Q: 3 clusters Score -2982770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24757 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2982765.750000 Penalty: 3019.881836
	Iteration 33Q: 3 clusters Score -2982766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24756 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2982767.250000 Penalty: 3019.881836
	Iteration 34Q: 3 clusters Score -2982767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24756 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2982767.250000 Penalty: 3019.881836
	Iteration 35F: 3 clusters Score -2982767 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Entering Unmasked Estep 
Score: -180813.250000 Penalty: 1093.278198
	Iteration 0F: 2 clusters Score -180813.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -179183.046875 Penalty: 2186.556396
	Iteration 0F: 3 clusters Score -179183 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -179567.625000 Penalty: 2186.556396
	Iteration 1F: 3 clusters Score -179567.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -179667.562500 Penalty: 2186.556396
	Iteration 2F: 3 clusters Score -179667.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -179721.718750 Penalty: 2186.556396
	Iteration 3Q: 3 clusters Score -179721.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -179764.796875 Penalty: 2186.556396
	Iteration 4Q: 3 clusters Score -179764.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -179789.203125 Penalty: 2186.556396
	Iteration 5Q: 3 clusters Score -179789.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -179807.906250 Penalty: 2186.556396
	Iteration 6Q: 3 clusters Score -179807.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -179821.578125 Penalty: 2186.556396
	Iteration 7Q: 3 clusters Score -179821.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -179832.640625 Penalty: 2186.556396
	Iteration 8Q: 3 clusters Score -179832.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -179842.203125 Penalty: 2186.556396
	Iteration 9Q: 3 clusters Score -179842.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -179856.171875 Penalty: 2186.556396
	Iteration 10Q: 3 clusters Score -179856.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -179879.203125 Penalty: 2186.556396
	Iteration 11Q: 3 clusters Score -179879.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -179889.718750 Penalty: 2186.556396
	Iteration 12Q: 3 clusters Score -179889.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -179895.078125 Penalty: 2186.556396
	Iteration 13Q: 3 clusters Score -179895.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -179898.468750 Penalty: 2186.556396
	Iteration 14Q: 3 clusters Score -179898.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -179899.187500 Penalty: 2186.556396
	Iteration 15Q: 3 clusters Score -179899.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -179900.156250 Penalty: 2186.556396
	Iteration 16Q: 3 clusters Score -179900.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -179900.156250 Penalty: 2186.556396
	Iteration 17F: 3 clusters Score -179900.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Entering Unmasked Estep 
Score: -601612.250000 Penalty: 1259.160889
	Iteration 0F: 2 clusters Score -601612.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -598010.562500 Penalty: 2518.321777
	Iteration 0F: 3 clusters Score -598010.6 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -599084.062500 Penalty: 2518.321777
	Iteration 1F: 3 clusters Score -599084.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -599302.937500 Penalty: 2518.321777
	Iteration 2F: 3 clusters Score -599302.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -599428.062500 Penalty: 2518.321777
	Iteration 3Q: 3 clusters Score -599428.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -599521.687500 Penalty: 2518.321777
	Iteration 4Q: 3 clusters Score -599521.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -599596.312500 Penalty: 2518.321777
	Iteration 5Q: 3 clusters Score -599596.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -599658.937500 Penalty: 2518.321777
	Iteration 6Q: 3 clusters Score -599658.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -599706.875000 Penalty: 2518.321777
	Iteration 7Q: 3 clusters Score -599706.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -599741.312500 Penalty: 2518.321777
	Iteration 8Q: 3 clusters Score -599741.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -599779.750000 Penalty: 2518.321777
	Iteration 9Q: 3 clusters Score -599779.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -599819.312500 Penalty: 2518.321777
	Iteration 10Q: 3 clusters Score -599819.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -599851.875000 Penalty: 2518.321777
	Iteration 11Q: 3 clusters Score -599851.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -599874.437500 Penalty: 2518.321777
	Iteration 12Q: 3 clusters Score -599874.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -599893.000000 Penalty: 2518.321777
	Iteration 13Q: 3 clusters Score -599893 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -599915.062500 Penalty: 2518.321777
	Iteration 14Q: 3 clusters Score -599915.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -599936.875000 Penalty: 2518.321777
	Iteration 15Q: 3 clusters Score -599936.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -599952.312500 Penalty: 2518.321777
	Iteration 16Q: 3 clusters Score -599952.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -599967.187500 Penalty: 2518.321777
	Iteration 17Q: 3 clusters Score -599967.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -599983.375000 Penalty: 2518.321777
	Iteration 18Q: 3 clusters Score -599983.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -600005.937500 Penalty: 2518.321777
	Iteration 19Q: 3 clusters Score -600005.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -600021.625000 Penalty: 2518.321777
	Iteration 20F: 3 clusters Score -600021.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -600038.000000 Penalty: 2518.321777
	Iteration 21Q: 3 clusters Score -600038 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -600053.937500 Penalty: 2518.321777
	Iteration 22Q: 3 clusters Score -600053.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -600066.937500 Penalty: 2518.321777
	Iteration 23Q: 3 clusters Score -600066.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -600079.625000 Penalty: 2518.321777
	Iteration 24Q: 3 clusters Score -600079.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -600098.062500 Penalty: 2518.321777
	Iteration 25Q: 3 clusters Score -600098.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -600117.250000 Penalty: 2518.321777
	Iteration 26Q: 3 clusters Score -600117.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -600131.000000 Penalty: 2518.321777
	Iteration 27Q: 3 clusters Score -600131 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -600142.812500 Penalty: 2518.321777
	Iteration 28Q: 3 clusters Score -600142.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -600160.812500 Penalty: 2518.321777
	Iteration 29Q: 3 clusters Score -600160.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -600181.375000 Penalty: 2518.321777
	Iteration 30Q: 3 clusters Score -600181.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -600199.875000 Penalty: 2518.321777
	Iteration 31Q: 3 clusters Score -600199.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -600215.187500 Penalty: 2518.321777
	Iteration 32Q: 3 clusters Score -600215.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -600232.375000 Penalty: 2518.321777
	Iteration 33Q: 3 clusters Score -600232.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -600245.437500 Penalty: 2518.321777
	Iteration 34Q: 3 clusters Score -600245.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -600255.875000 Penalty: 2518.321777
	Iteration 35Q: 3 clusters Score -600255.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -600261.125000 Penalty: 2518.321777
	Iteration 36Q: 3 clusters Score -600261.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -600269.312500 Penalty: 2518.321777
	Iteration 37Q: 3 clusters Score -600269.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -600276.937500 Penalty: 2518.321777
	Iteration 38Q: 3 clusters Score -600276.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -600287.250000 Penalty: 2518.321777
	Iteration 39Q: 3 clusters Score -600287.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -600292.625000 Penalty: 2518.321777
	Iteration 40F: 3 clusters Score -600292.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -600299.937500 Penalty: 2518.321777
	Iteration 41Q: 3 clusters Score -600299.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -600313.437500 Penalty: 2518.321777
	Iteration 42Q: 3 clusters Score -600313.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -600324.375000 Penalty: 2518.321777
	Iteration 43Q: 3 clusters Score -600324.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -600328.937500 Penalty: 2518.321777
	Iteration 44Q: 3 clusters Score -600328.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -600334.375000 Penalty: 2518.321777
	Iteration 45Q: 3 clusters Score -600334.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -600339.375000 Penalty: 2518.321777
	Iteration 46Q: 3 clusters Score -600339.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -600340.750000 Penalty: 2518.321777
	Iteration 47Q: 3 clusters Score -600340.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -600341.562500 Penalty: 2518.321777
	Iteration 48Q: 3 clusters Score -600341.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -600343.000000 Penalty: 2518.321777
	Iteration 49Q: 3 clusters Score -600343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -600344.437500 Penalty: 2518.321777
	Iteration 50Q: 3 clusters Score -600344.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -600345.687500 Penalty: 2518.321777
	Iteration 51Q: 3 clusters Score -600345.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -600346.937500 Penalty: 2518.321777
	Iteration 52Q: 3 clusters Score -600346.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -600346.125000 Penalty: 2518.321777
	Iteration 53Q: 3 clusters Score -600346.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -600348.125000 Penalty: 2518.321777
	Iteration 54Q: 3 clusters Score -600348.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -600352.187500 Penalty: 2518.321777
	Iteration 55Q: 3 clusters Score -600352.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -600354.875000 Penalty: 2518.321777
	Iteration 56Q: 3 clusters Score -600354.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -600360.187500 Penalty: 2518.321777
	Iteration 57Q: 3 clusters Score -600360.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -600361.250000 Penalty: 2518.321777
	Iteration 58Q: 3 clusters Score -600361.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -600365.562500 Penalty: 2518.321777
	Iteration 59Q: 3 clusters Score -600365.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -600365.437500 Penalty: 2518.321777
	Iteration 60F: 3 clusters Score -600365.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -600366.562500 Penalty: 2518.321777
	Iteration 61Q: 3 clusters Score -600366.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -600367.812500 Penalty: 2518.321777
	Iteration 62Q: 3 clusters Score -600367.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -600368.562500 Penalty: 2518.321777
	Iteration 63Q: 3 clusters Score -600368.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -600371.625000 Penalty: 2518.321777
	Iteration 64Q: 3 clusters Score -600371.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -600373.312500 Penalty: 2518.321777
	Iteration 65Q: 3 clusters Score -600373.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -600372.437500 Penalty: 2518.321777
	Iteration 66Q: 3 clusters Score -600372.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -600372.437500 Penalty: 2518.321777
	Iteration 67F: 3 clusters Score -600372.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (67474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67474 members 
Entering Unmasked Estep 
Score: -8406650.000000 Penalty: 1654.581177
	Iteration 0F: 2 clusters Score -8406650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33627 members 
Mstep: Class 2 contains 33847 members 
Entering Unmasked Estep 
Score: -8364629.500000 Penalty: 3309.162354
	Iteration 0F: 3 clusters Score -8364630 nChanged 31616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33105 members 
Mstep: Class 2 contains 34369 members 
Entering Unmasked Estep 
Score: -8382485.000000 Penalty: 3309.162354
	Iteration 1F: 3 clusters Score -8382485 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32782 members 
Mstep: Class 2 contains 34692 members 
Entering Unmasked Estep 
Score: -8383280.000000 Penalty: 3309.162354
	Iteration 2Q: 3 clusters Score -8383280 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32230 members 
Mstep: Class 2 contains 35244 members 
Entering Unmasked Estep 
Score: -8384042.500000 Penalty: 3309.162354
	Iteration 3Q: 3 clusters Score -8384042 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31455 members 
Mstep: Class 2 contains 36019 members 
Entering Unmasked Estep 
Score: -8384880.500000 Penalty: 3309.162354
	Iteration 4Q: 3 clusters Score -8384880 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30314 members 
Mstep: Class 2 contains 37160 members 
Entering Unmasked Estep 
Score: -8385740.500000 Penalty: 3309.162354
	Iteration 5Q: 3 clusters Score -8385740 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28790 members 
Mstep: Class 2 contains 38684 members 
Entering Unmasked Estep 
Score: -8386865.500000 Penalty: 3309.162354
	Iteration 6Q: 3 clusters Score -8386866 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26752 members 
Mstep: Class 2 contains 40722 members 
Entering Unmasked Estep 
Score: -8388190.000000 Penalty: 3309.162354
	Iteration 7Q: 3 clusters Score -8388190 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24159 members 
Mstep: Class 2 contains 43315 members 
Entering Unmasked Estep 
Score: -8390011.000000 Penalty: 3309.162354
	Iteration 8F: 3 clusters Score -8390011 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 46306 members 
Entering Unmasked Estep 
Score: -8391992.000000 Penalty: 3309.162354
	Iteration 9F: 3 clusters Score -8391992 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 49510 members 
Entering Unmasked Estep 
Score: -8394195.000000 Penalty: 3309.162354
	Iteration 10F: 3 clusters Score -8394195 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 52779 members 
Entering Unmasked Estep 
Score: -8396250.000000 Penalty: 3309.162354
	Iteration 11F: 3 clusters Score -8396250 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 55920 members 
Entering Unmasked Estep 
Score: -8398178.000000 Penalty: 3309.162354
	Iteration 12Q: 3 clusters Score -8398178 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 58799 members 
Entering Unmasked Estep 
Score: -8400036.000000 Penalty: 3309.162354
	Iteration 13Q: 3 clusters Score -8400036 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 61119 members 
Entering Unmasked Estep 
Score: -8401672.000000 Penalty: 3309.162354
	Iteration 14Q: 3 clusters Score -8401672 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 62886 members 
Entering Unmasked Estep 
Score: -8402868.000000 Penalty: 3309.162354
	Iteration 15Q: 3 clusters Score -8402868 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 64114 members 
Entering Unmasked Estep 
Score: -8403828.000000 Penalty: 3309.162354
	Iteration 16Q: 3 clusters Score -8403828 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 64927 members 
Entering Unmasked Estep 
Score: -8404375.000000 Penalty: 3309.162354
	Iteration 17Q: 3 clusters Score -8404375 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 65408 members 
Entering Unmasked Estep 
Score: -8404687.000000 Penalty: 3309.162354
	Iteration 18Q: 3 clusters Score -8404687 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 65723 members 
Entering Unmasked Estep 
Score: -8404934.000000 Penalty: 3309.162354
	Iteration 19Q: 3 clusters Score -8404934 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 65952 members 
Entering Unmasked Estep 
Score: -8405111.000000 Penalty: 3309.162354
	Iteration 20F: 3 clusters Score -8405111 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 66116 members 
Entering Unmasked Estep 
Score: -8405227.000000 Penalty: 3309.162354
	Iteration 21Q: 3 clusters Score -8405227 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 66225 members 
Entering Unmasked Estep 
Score: -8405294.000000 Penalty: 3309.162354
	Iteration 22Q: 3 clusters Score -8405294 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 66299 members 
Entering Unmasked Estep 
Score: -8405339.000000 Penalty: 3309.162354
	Iteration 23Q: 3 clusters Score -8405339 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 66348 members 
Entering Unmasked Estep 
Score: -8405369.000000 Penalty: 3309.162354
	Iteration 24Q: 3 clusters Score -8405369 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 66385 members 
Entering Unmasked Estep 
Score: -8405398.000000 Penalty: 3309.162354
	Iteration 25Q: 3 clusters Score -8405398 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 66400 members 
Entering Unmasked Estep 
Score: -8405414.000000 Penalty: 3309.162354
	Iteration 26Q: 3 clusters Score -8405414 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 66424 members 
Entering Unmasked Estep 
Score: -8405442.000000 Penalty: 3309.162354
	Iteration 27Q: 3 clusters Score -8405442 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 66445 members 
Entering Unmasked Estep 
Score: -8405462.000000 Penalty: 3309.162354
	Iteration 28Q: 3 clusters Score -8405462 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 66454 members 
Entering Unmasked Estep 
Score: -8405464.000000 Penalty: 3309.162354
	Iteration 29Q: 3 clusters Score -8405464 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 66468 members 
Entering Unmasked Estep 
Score: -8405466.000000 Penalty: 3309.162354
	Iteration 30Q: 3 clusters Score -8405466 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 66480 members 
Entering Unmasked Estep 
Score: -8405484.000000 Penalty: 3309.162354
	Iteration 31Q: 3 clusters Score -8405484 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 66491 members 
Entering Unmasked Estep 
Score: -8405491.000000 Penalty: 3309.162354
	Iteration 32Q: 3 clusters Score -8405491 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 66504 members 
Entering Unmasked Estep 
Score: -8405500.000000 Penalty: 3309.162354
	Iteration 33Q: 3 clusters Score -8405500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 66513 members 
Entering Unmasked Estep 
Score: -8405494.000000 Penalty: 3309.162354
	Iteration 34Q: 3 clusters Score -8405494 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 66528 members 
Entering Unmasked Estep 
Score: -8405502.000000 Penalty: 3309.162354
	Iteration 35Q: 3 clusters Score -8405502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 66536 members 
Entering Unmasked Estep 
Score: -8405510.000000 Penalty: 3309.162354
	Iteration 36Q: 3 clusters Score -8405510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 66540 members 
Entering Unmasked Estep 
Score: -8405508.000000 Penalty: 3309.162354
	Iteration 37Q: 3 clusters Score -8405508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 66545 members 
Entering Unmasked Estep 
Score: -8405527.000000 Penalty: 3309.162354
	Iteration 38Q: 3 clusters Score -8405527 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 66552 members 
Entering Unmasked Estep 
Score: -8405527.000000 Penalty: 3309.162354
	Iteration 39Q: 3 clusters Score -8405527 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 66559 members 
Entering Unmasked Estep 
Score: -8405522.000000 Penalty: 3309.162354
	Iteration 40F: 3 clusters Score -8405522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 66559 members 
Entering Unmasked Estep 
Score: -8405519.000000 Penalty: 3309.162354
	Iteration 41Q: 3 clusters Score -8405519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 66560 members 
Entering Unmasked Estep 
Score: -8405524.000000 Penalty: 3309.162354
	Iteration 42Q: 3 clusters Score -8405524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 66562 members 
Entering Unmasked Estep 
Score: -8405530.000000 Penalty: 3309.162354
	Iteration 43Q: 3 clusters Score -8405530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 66562 members 
Entering Unmasked Estep 
Score: -8405530.000000 Penalty: 3309.162354
	Iteration 44F: 3 clusters Score -8405530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Entering Unmasked Estep 
Score: -27565.384766 Penalty: 885.067688
	Iteration 0F: 2 clusters Score -27565.38 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 184 members 
Entering Unmasked Estep 
Score: -26785.097656 Penalty: 1770.135376
	Iteration 0F: 3 clusters Score -26785.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -27064.550781 Penalty: 1770.135376
	Iteration 1F: 3 clusters Score -27064.55 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -27189.707031 Penalty: 1770.135376
	Iteration 2F: 3 clusters Score -27189.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -27239.107422 Penalty: 1770.135376
	Iteration 3Q: 3 clusters Score -27239.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -27286.103516 Penalty: 1770.135376
	Iteration 4Q: 3 clusters Score -27286.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -27358.390625 Penalty: 1770.135376
	Iteration 5Q: 3 clusters Score -27358.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -27367.810547 Penalty: 1770.135376
	Iteration 6Q: 3 clusters Score -27367.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -27378.011719 Penalty: 1770.135376
	Iteration 7Q: 3 clusters Score -27378.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -27387.810547 Penalty: 1770.135376
	Iteration 8Q: 3 clusters Score -27387.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -27390.935547 Penalty: 1770.135376
	Iteration 9Q: 3 clusters Score -27390.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -27390.935547 Penalty: 1770.135376
	Iteration 10F: 3 clusters Score -27390.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Entering Unmasked Estep 
Score: -295403.156250 Penalty: 1176.822754
	Iteration 0F: 2 clusters Score -295403.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -293127.781250 Penalty: 2353.645508
	Iteration 0F: 3 clusters Score -293127.8 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -293801.750000 Penalty: 2353.645508
	Iteration 1F: 3 clusters Score -293801.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -293974.281250 Penalty: 2353.645508
	Iteration 2F: 3 clusters Score -293974.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -294127.718750 Penalty: 2353.645508
	Iteration 3F: 3 clusters Score -294127.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -294234.312500 Penalty: 2353.645508
	Iteration 4Q: 3 clusters Score -294234.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -294326.718750 Penalty: 2353.645508
	Iteration 5Q: 3 clusters Score -294326.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -294399.906250 Penalty: 2353.645508
	Iteration 6Q: 3 clusters Score -294399.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -294449.875000 Penalty: 2353.645508
	Iteration 7Q: 3 clusters Score -294449.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -294503.500000 Penalty: 2353.645508
	Iteration 8Q: 3 clusters Score -294503.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -294554.125000 Penalty: 2353.645508
	Iteration 9Q: 3 clusters Score -294554.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -294586.406250 Penalty: 2353.645508
	Iteration 10Q: 3 clusters Score -294586.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -294611.187500 Penalty: 2353.645508
	Iteration 11Q: 3 clusters Score -294611.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -294621.281250 Penalty: 2353.645508
	Iteration 12Q: 3 clusters Score -294621.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -294627.187500 Penalty: 2353.645508
	Iteration 13Q: 3 clusters Score -294627.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -294632.218750 Penalty: 2353.645508
	Iteration 14Q: 3 clusters Score -294632.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -294634.843750 Penalty: 2353.645508
	Iteration 15Q: 3 clusters Score -294634.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -294639.843750 Penalty: 2353.645508
	Iteration 16Q: 3 clusters Score -294639.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -294645.000000 Penalty: 2353.645508
	Iteration 17Q: 3 clusters Score -294645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -294648.218750 Penalty: 2353.645508
	Iteration 18Q: 3 clusters Score -294648.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -294649.281250 Penalty: 2353.645508
	Iteration 19Q: 3 clusters Score -294649.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -294651.062500 Penalty: 2353.645508
	Iteration 20F: 3 clusters Score -294651.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Entering Unmasked Estep 
Score: -1118974.125000 Penalty: 1357.475586
	Iteration 0F: 2 clusters Score -1118974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1112709.750000 Penalty: 2714.951172
	Iteration 0F: 3 clusters Score -1112710 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1114758.625000 Penalty: 2714.951172
	Iteration 1F: 3 clusters Score -1114759 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1115047.000000 Penalty: 2714.951172
	Iteration 2F: 3 clusters Score -1115047 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1115260.750000 Penalty: 2714.951172
	Iteration 3F: 3 clusters Score -1115261 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1115432.500000 Penalty: 2714.951172
	Iteration 4Q: 3 clusters Score -1115432 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1115618.375000 Penalty: 2714.951172
	Iteration 5Q: 3 clusters Score -1115618 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1115794.000000 Penalty: 2714.951172
	Iteration 6Q: 3 clusters Score -1115794 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1115979.000000 Penalty: 2714.951172
	Iteration 7Q: 3 clusters Score -1115979 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1116152.625000 Penalty: 2714.951172
	Iteration 8Q: 3 clusters Score -1116153 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1116340.125000 Penalty: 2714.951172
	Iteration 9Q: 3 clusters Score -1116340 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1116530.875000 Penalty: 2714.951172
	Iteration 10Q: 3 clusters Score -1116531 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1116705.625000 Penalty: 2714.951172
	Iteration 11Q: 3 clusters Score -1116706 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1116867.625000 Penalty: 2714.951172
	Iteration 12Q: 3 clusters Score -1116868 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1117006.750000 Penalty: 2714.951172
	Iteration 13Q: 3 clusters Score -1117007 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1117152.625000 Penalty: 2714.951172
	Iteration 14Q: 3 clusters Score -1117153 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1117277.875000 Penalty: 2714.951172
	Iteration 15Q: 3 clusters Score -1117278 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1117386.875000 Penalty: 2714.951172
	Iteration 16Q: 3 clusters Score -1117387 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1117469.625000 Penalty: 2714.951172
	Iteration 17Q: 3 clusters Score -1117470 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1117521.750000 Penalty: 2714.951172
	Iteration 18Q: 3 clusters Score -1117522 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1117565.375000 Penalty: 2714.951172
	Iteration 19Q: 3 clusters Score -1117565 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1117614.125000 Penalty: 2714.951172
	Iteration 20F: 3 clusters Score -1117614 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1117653.000000 Penalty: 2714.951172
	Iteration 21Q: 3 clusters Score -1117653 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1117694.250000 Penalty: 2714.951172
	Iteration 22Q: 3 clusters Score -1117694 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1117728.625000 Penalty: 2714.951172
	Iteration 23Q: 3 clusters Score -1117729 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1117758.625000 Penalty: 2714.951172
	Iteration 24Q: 3 clusters Score -1117759 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1117785.000000 Penalty: 2714.951172
	Iteration 25Q: 3 clusters Score -1117785 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1117812.750000 Penalty: 2714.951172
	Iteration 26Q: 3 clusters Score -1117813 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1117833.500000 Penalty: 2714.951172
	Iteration 27Q: 3 clusters Score -1117834 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1117847.625000 Penalty: 2714.951172
	Iteration 28Q: 3 clusters Score -1117848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1117858.500000 Penalty: 2714.951172
	Iteration 29Q: 3 clusters Score -1117858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1117860.625000 Penalty: 2714.951172
	Iteration 30Q: 3 clusters Score -1117861 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1117874.500000 Penalty: 2714.951172
	Iteration 31Q: 3 clusters Score -1117874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1117884.125000 Penalty: 2714.951172
	Iteration 32Q: 3 clusters Score -1117884 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1117897.125000 Penalty: 2714.951172
	Iteration 33Q: 3 clusters Score -1117897 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1117909.875000 Penalty: 2714.951172
	Iteration 34Q: 3 clusters Score -1117910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1117917.875000 Penalty: 2714.951172
	Iteration 35Q: 3 clusters Score -1117918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1117927.500000 Penalty: 2714.951172
	Iteration 36Q: 3 clusters Score -1117928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1117929.250000 Penalty: 2714.951172
	Iteration 37Q: 3 clusters Score -1117929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1117933.625000 Penalty: 2714.951172
	Iteration 38Q: 3 clusters Score -1117934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1117935.250000 Penalty: 2714.951172
	Iteration 39Q: 3 clusters Score -1117935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1117937.500000 Penalty: 2714.951172
	Iteration 40F: 3 clusters Score -1117938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1117938.750000 Penalty: 2714.951172
	Iteration 41Q: 3 clusters Score -1117939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1117940.750000 Penalty: 2714.951172
	Iteration 42Q: 3 clusters Score -1117941 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1117940.750000 Penalty: 2714.951172
	Iteration 43F: 3 clusters Score -1117941 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (21962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Entering Unmasked Estep 
Score: -2682619.750000 Penalty: 1487.563965
	Iteration 0F: 2 clusters Score -2682620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -2668258.000000 Penalty: 2975.127930
	Iteration 0F: 3 clusters Score -2668258 nChanged 9768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -2673498.500000 Penalty: 2975.127930
	Iteration 1F: 3 clusters Score -2673498 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -2673931.500000 Penalty: 2975.127930
	Iteration 2F: 3 clusters Score -2673932 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -2674321.750000 Penalty: 2975.127930
	Iteration 3Q: 3 clusters Score -2674322 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -2674769.250000 Penalty: 2975.127930
	Iteration 4Q: 3 clusters Score -2674769 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -267534